{ "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: 2025-08-13 11:13:47\n", "Connection successful!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Requesting data: 100%|█████████████████████████████████████████████████████████████████| 94/94 [00:20<00:00, 4.52it/s]\n", "Downloading data: 100%|████████████████████████████████████████████████████████████████| 94/94 [01:04<00:00, 1.45it/s]\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: 11335886 entries, 0 to 11335885\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: 345.9+ 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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", "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('2025-08-12 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('2025-08-12 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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", "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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", "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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GDKB48eJA3uferVs3ypYtCxjmIXFwcODu3bukp6fj7OxMmzZtTNL7+/szYMAAWrZsmeuwZblZtWoVEREReHh4MH/+fGNMAB4eHsycORNfX18SExOZN29evvb5KIsXLyY9PZ1atWoxbtw4rK2tAUOejBw5knbt2j31MbJ72vLn7u7OzJkzTYa5atq0KY0aNQLg7Nmz+YojKiqKW7duATBx4kST/SkUCt555x1jL4aHhybL1LBhQwYMGICFhWHAhMKFC9OhQwfAMF/NpEmTTM6xQYMGxjp95coV4/L9+/dz7tw5vLy8WLRoEWXKlDGuc3R0ZNKkSVSrVo3Y2Fhj2X/Yxx9/bHKtHB0dGTVqFABxcXHcvXs3X/ly5MgRLC0tad68OZ06dUKpzPrTu3DhwgwfPhyA6OhooqOj87XPgnqSc1q8eDEZGRnUqVOH0aNHG4fSU6lUDBgwgI4dOz7RsTOH3OrduzcffvihsTeZSqVi8ODBNGjQAK1Wy+bNmwE4duwYKpWKSpUqMXjwYJP67uLiwhdffAEYetrk91rMnz+flJQUfH19+eWXX/Dw8DCuK168OPPnz8fT05PQ0FBWrFiR6z6++OILY15k3quvX78OQKNGjShatKgxrbW1NaNHj8bf35/mzZsTFxeXrziFEEII8XKThhQhhBBCCPFKK1u2LKtWrWLz5s0MHTqUGjVqmHw5Fx0dzbx583j77bd58OBBvve7evVqLl68yHvvvZfr+szhhtLS0nJdX6NGDRQKxROcyaPVrVuX4sWLk5GRkWOelU2bNgGGIcAyvww8fPgwGRkZlC1bNs95UNq3bw/AxYsXjV/2VqpUidOnT3P69GnjfDLZZWRkGBtX8mqcym1YpWLFimFhYUF8fDyjR482fkmZaciQIcycOZMWLVrkmQfZZc5p8s477+SYmwMMDTg9evQwptU/5dSRmcfr3Llzrut79+79VPt/2NOWv3r16hkbe7Lz8fEBIDExMV9xeHh4cOLECS5cuICvr2+O9Vqt1jhEWF6xvPHGGzmWZQ73Zmtrm+twUpkNNsnJycZl+/btA6BZs2bY2dnl2EahUPD2228DhgbH3Lz55ps5lmXmCZCjkTIvn332GZcuXeLHH3/MdX32+YPyypdn5UnO6X//+x9Ang0mDw8D9ij37t3jzp07AHmW00mTJrFv3z7jMF0ffPABFy5cYNWqVbmmz55v+W38zjyn999/P9c5lpydnY0N0ZllKDtPT0+ThthMpUqVAmD9+vWsWrWKmJgY4zorKysWL17MlClTcp3HRwghhBDmR+ZIEUIIIYQQ/wkVKlSgQoUKDBs2jNTUVM6ePcvRo0fZsmUL0dHR3L9/n+HDh7NmzZp879PS0pL4+Hhjj4+goCACAwO5du0aUVFRgOGN+tzkd96N/FIoFHTo0IGZM2eyZcsW4xeXGRkZ7Nq1CzD9cjSzF8GDBw/y/HI0e+PCnTt3cHd3N/7fxsaGO3fucPXqVe7fv09QUBABAQHcuHGD9PR04MnO3d3dnX79+jFv3jw2b97M5s2b8fT05PXXX8ff359GjRo9Ua+dzLfV82okyr4uJiaGuLi4XBuG8iMlJcV4vXNrTAAoX748VlZWZGRkFOgYuXma8pfXl7uZX1RrNJonisXGxoaQkBAuXbpkLA+3b9/m2rVrpKSkPDKWwoUL53puYOiFkL03x8Prs5fRzN43Bw8ezNEQlymz0SAwMBC9Xp+jMTO3fMn+5b1Wq811v7lRKBQoFArOnDlDQEAAQUFB3L9/nxs3bnDv3j1jurzy5VnJ7zmlpaURFhYGQLly5XLdV/ny5VEoFPlqeMw8Rzs7u1wbIoA853+ytLTk4sWL3Lx505hvN2/eNDbMAPmKISkpifDwcAAqV66cZ7rMe0FuvVyy97LKrkuXLqxfv56AgAAmTJjAt99+S4UKFahXrx4NGzbktddeM/ayEkIIIYT5k6e6EEIIIYT4z7G1taVBgwY0aNCA4cOHM3bsWHbs2MH58+e5cuXKI798z5SUlMSkSZPYtm0barXauNzS0pJKlSpRoUIFjhw5kuf2ufUGeFodO3Zk9uzZnD17lqCgIIoXL86BAweIj4/Hz8/P5LwyexwkJSXlaxin7G+tX7hwgfHjx3P16lWTNK6urjRu3JirV68SHByc576yf4mb3ciRI6lcuTK///47Z86cITIykm3btrFt2zYsLCxo06YN48aNw9HR8bHxJiUlATwybWZPCTD0bChoQ0r23hu59YQAw1BGTk5OxgaOp/W05S+/Q6Tlx507d/jmm284deqUyXIHBwdq165NREREng0bkHeeAbk2ouQl85qHhYUZGwTyotVqSU5ONikD8Ph8yW/PJb1ez+LFi5k/f75J3VEoFJQuXZr27duzZcuWfO3raeX3nOLj443L8romVlZW2NraGhvHHiVzSCt7e/t8RmqwadMmpk+fTmRkpMnyYsWK0blzZ9auXZvvfWXvsfTwtc4uc11KSkqOBra87tUODg6sWbOGJUuWsH37du7du8fVq1e5evUqixcvxt3dnREjRtC1a9d8xyuEEEKIl5c0pAghhBBCiFfSuHHjOHHiBB06dGDw4MF5prOxseHbb79lz549xnH389OQ8tFHH3Hy5ElsbGzo3r071apVo1y5cpQsWRJLS0vWrl37yC+yn4ciRYpQv359jh49yrZt2/joo4+MX9Y+PFRP5tBPLVu2ZObMmfk+xu3bt+nZsydpaWmULVuWTp06Ub58eXx8fIxvvr/33nuPbEh5lObNm9O8eXOSkpI4deoUp06d4tChQ9y5c4etW7fme04Te3t74uPjHzlEVfYvjp/0y97ssjfWZH6Zn5tHDeGU1xf0eQ1f9LKUv+joaLp37050dDRFixala9euVKxYkTJlylCsWDEUCgWffvrpIxtSnpXMMv3111/TvXv35368R5kzZw6zZs0CoE2bNjRq1IiyZctSpkwZ7O3tCQwM/NcaUvLLxcXF+DmvcqzX6/PdqyqzMSZ7Y8bjbNq0idGjRwOGuXOaN29OuXLl8PHxwdnZGbVa/UQNKdnr9aPqZua9wM7O7omGXHRwcODjjz/m448/5t69e5w8eZKTJ09y+PBhoqOj+frrr3Fxccn3kIRCCCGEeHlJQ4oQQgghhHglpaenc+/ePfbt2/fIhhQwfBlmb29PXFxcvoaPOn/+PCdPngQMExm//vrrOdI8yXwrz1KnTp04evQoe/fupVevXhw7dgxLS0vj3BCZSpcuDWQN8ZWb1NRULl26RJEiRShatCgqlYply5aRlpZGmTJlWL9+vfHL6+wyh9J5EmlpaQQGBgKG4YMcHBxo0qQJTZo0YfTo0SxYsIDp06dz8OBBEhMTH9srpUyZMpw7d44rV67kmLw+0+XLlwHDHAkF7Y0Chi9fixUrRnBwMNeuXcsx+TtAaGhorl/kZk6+ndeX0xERETmWvUzlb8OGDURHR+Pi4sKGDRtyrT8FKQ8FUbp0aa5fv/7IMh0WFkZ4eDhFihR5bnNXqNVqFi9eDBjm9vn4449zpHlR94dHsba2xtvbm5CQkDzL8Z07d/I97FvmHCIpKSkEBwdTrFixHGn279/P0qVLqVKlCp9//jnz588HDHMbff/99znSP2m+OTg44OnpSWRkJJcvX871nCDrXpAZc35ER0dz9+5dypQpg5ubGyVLlqRkyZJ07dqV5ORkevbsyeXLl9myZYs0pAghhBCvAJlsXgghhBBCvJIyGw4uX77Mxo0bH5n26NGjxMXF4eLiQrVq1YzLsw8rlL3HQPbeFrmNu5+amsqOHTuAJ5tTIVPmG9EFmQC9WbNmuLi4cPXqVdauXUt6ejpvvPFGji+4GzdujEql4s6dOxw7dizXfS1dupQePXrQvn17Y8+IkJAQwDBZdW6NKMeOHSM0NBR4snNfs2YN7du3Z9SoUbmed/369Y2f87PfzAm2N2/ebNLzJFNGRgarV68GDG++P63ML0rXrFmTa3x5zb2T2YATHByca2PK3r17cyx73uUvN5l14eFrkxlL0aJFc21ECQgI4Pz58880lrxkXvOdO3cSHR2da5qxY8fy7rvv8umnnz6TY+ZWV2NjY41DX+XVu23dunXGz086H83z9LhynD3ux/Hx8cHb2xswNLjlZtOmTZw6dco4UXtmecor39avX2/8/HC+5XXfbNKkCQCrV6/OtY7Fx8ezefNmABo1avTIc8qub9++fPDBB2zatCnHOnt7e6pXrw48/3IvhBBCiH+HNKQIIYQQQohXUoMGDWjZsiUAX331FZMmTcox3FR6ejobNmxgxIgRAIwYMcJkKJjs8wRkNg6AobdDpjlz5pjMUREQEED//v2NvSvyGprpUTKPm9lo8SSsrKxo164dAL/88guQc1gvAG9vb7p06QLAJ598woEDB4zrdDod69atY/bs2QB88MEHxjkEMnuyHDt2jDNnzhi30Wg0bN++nZEjRxqXPWooq4e1bt0aS0tLbt68yeTJk03mYIiJiWHGjBkAVKtWzWQIory8//77FCpUiKioKAYOHEhQUJBxXXR0NMOHD+fmzZvY29szbNiwfMeZlz59+uDm5saVK1cYPXq0sfeJXq9n3bp1LFq0KNftatWqBRi+zJ0xY4bxy+HU1FSmT5/O4cOHc2zzvMtfbjLLZHx8vEnPmsxYrl+/zu7du43L9Xo9hw8fpl+/fsb4nlUseWnTpg2+vr4kJCTQt29fk54pSUlJjB8/nr/++guFQsGAAQOeyTFzq6tubm7GMrp06VLjXCFgKMvjx49n+/btxmVPUk+et759++Ls7MyVK1cYM2aMSTletWoVy5cvz/e+FAoFH330EQALFy5k3bp1xkYOrVbLggUL2Lt3LxYWFvTq1QvIKk9r1qwx6cmUlJTErFmzWLBggXHZw/mW132zf//+2Nvbc/PmTYYPH27SyBYUFMTAgQOJioqiUKFCfPjhh/k+v/bt2wMwe/bsHPX0zJkzxqHbGjdubLLu9u3b3L5929h4JIQQQgjzIEN7CSGEEEKIV9a0adOws7Nj8+bNLF++nOXLl1O0aFHc3d1JT08nMDCQjIwMLC0t+fTTT3n//fdNtndxcTEOdTNkyBDKlCnD8OHDadSoEa1bt2bXrl0sWbKEjRs3UqxYMeLi4oyNNQ0aNODYsWMkJyeTlJT0yImOH1axYkVu3rzJokWLOHToEC1atDB+IZkfnTp1YsWKFaSkpODh4ZHnW9Zjx44lPDycgwcPMnjwYLy8vChUqBAhISHGL/latmxpbGgCQ4PB9u3biY2N5YMPPqBUqVLY29sTHBxMfHw8dnZ21KhRg3Pnzj3RMDxeXl5MnjyZUaNGsXz5ctavX0+JEiXQarXcv3+f9PR0XF1dmTRpUr725+TkxLx58xgwYADnzp2jRYsWlC1bFgsLC27duoVarcbFxYXp06c/0XA+efH09GTOnDkMGjSIrVu3sm/fPsqUKUNkZCTh4eFUrFiRq1ev5tjO19eXdu3asW3bNpYsWcKWLVsoXLgw9+7dIykpiREjRvDzzz+bbFOxYsXnWv5y4+fnh1KpJD09nVatWuHl5cXixYvp3Lkzq1at4t69e3z88cd4e3vj6upKWFgY0dHRWFpaUqdOHU6dOvXch/iytLRk7ty59OvXj2vXrvHWW29RunRpbG1tCQwMNDbOjRkz5ol6HjxKXnV1+PDhTJgwgVOnTvHGG29QqlQpMjIyuHfvHhqNhooVKxIWFkZsbCwPHjzI17xM/wZPT09++eUXhg4dypYtW9i7dy8+Pj48ePCAyMhImjRpwqFDh/Ldy6Jz584EBATw22+/8dVXX/Hzzz9TuHBhgoODiYuLQ6VSMX78eMqXLw/AyJEj+eijjwgICKBp06bGhtt79+6Rnp5O8eLFUSgU3L9/P8f9Ja9rUbx4cWbOnMnw4cM5cOAAjRs3pmzZsmi1WgICAtDpdBQtWpTZs2fna2jHTD179uSvv/7i8OHD9O/fHy8vL7y8vIiNjTU25jRp0sTYYJ0pc6jBoUOHPpNGXCGEEEL8O6RHihBCCCGEeGVZWVkxdepU1q1bR58+fahUqRIZGRlcv36dBw8eULp0afr27cvWrVvzfEP9l19+oUaNGuh0OgIDA7l//z4A06dPZ+LEiVSpUgW9Xs+NGzfIyMjgzTffZP78+SxZsoSiRYsCmPT2yI8vvviCli1bYmtry927d7l9+/YTbV+hQgXjF5Nvv/02Fha5vz9lbW3Nr7/+yowZM2jYsCFqtZpr166h1WqpW7cu33//PT///LNxHg8wDOG0detW3n//fUqVKkVYWBh3797Fw8ODHj16sHXrVmPDy8mTJ016ljzO22+/zYoVK2jZsiVOTk7cvn2bkJAQSpYsycCBA9m5cyflypXL9/4qVqzI9u3bGTJkCOXKlSMoKIjAwEBKly5tbPDw9/fP9/4ep2bNmmzbto33338fZ2dnbty4gY2NDSNHjuSnn37Kc7vvv/+ecePGUalSJVJSUrh//z5VqlRh4cKF9O/fP9dtnmf5y03JkiWZMmUKpUqVIi4ujrCwMEJCQnBwcGD9+vUMGDCAcuXKERMTw61bt3BwcKBTp05s2LCByZMnA4ZeK9l7dj0PxYsXZ9OmTXz++edUq1aNyMhIY8+jli1b8vvvvz9Rr4PHyauuduvWjaVLl9KgQQMcHR25desW0dHRVKtWjXHjxrF27VpjT4WDBw8+s3iehXr16rFp0ybeffddXF1duXHjBra2tgwbNoyZM2c+8f5Gjx7Nb7/9RtOmTdHr9Vy/fh2VSkWrVq1Ys2aNSUPDm2++yfr162nWrBmenp7cuXOHsLAwfH19+fTTT9myZYuxx93D+fao+6a/vz87duygV69eFCtWjLt37xIWFkaFChWM+33SxiyVSsWcOXMYO3YsNWrUIC0tjevXr5Oamoq/vz8//vgjc+fOzfP+K4QQQgjzotAXZOBlIYQQQgghxEtLo9HQuHFjoqKi2LFjB2XLln3RIf3nBQcH07RpUwD27NlDyZIlX3BEQgghhBBCiPySHilCCCGEEEK8Yg4cOEBUVBQ1atSQRhQhhBBCCCGEeErSx1QIIYQQQohXwJ07d7C2tubu3btMmDABgN69e7/gqIQQQgghhBDC/ElDihBCCCGEEK+ApUuXsmbNGuP//f39admy5QuMSAghhBBCCCFeDdKQIoQQQgghxCugUqVK2NnZYWFhQbNmzfjyyy9fdEhCCCGEEEII8UqQyeaFEEIIIYQQQgghhBBCCCHyIJPNCyGEEEIIIYQQQgghhBBC5EEaUoQQQgghhBBCCCGEEEIIIfIgDSlCCCGEEEIIIYQQQgghhBB5kIYUIYQQQgghhBBCCCGEEEKIPFi86ACEeFXpAya86BCemKLsN8bP+s2NXmAkBad457Dxs35vyxcYScEomu82fjb7MvRXhxcYScEo6m8yfg4Z5PoCIykY73mxxs8pk0q+wEgKxu7Le8bPZl/+zT1+M79/Sv19MbLX4ZX1LV9gJAXzwV9q42dzf4aZex029/hvf+jwAiMpGJ9lScbPZl/+zfwZ/E0VqxcYScFMuJRh/Gzu9fdVeAab4zmY/B1g5mVI4v/3ZY8/Y0bZFxhJwViNDDB+1l/55AVGUjCKSj8ZP5v7M/hxpEeKEEIIIYQQQgghhBBCCCFEHqQhRQghhBBCCCGEEEIIIYQQIg/SkCKEEEIIIYQQQgghhBBCCJEHaUgRQgghhBBCCCGEEEIIIYTIgzSkCCGEEEIIIYQQQgghhBBC5EEaUoQQQgghhBBCCCGEEEIIIfIgDSlCCCGEEEIIIYQQQgghhBB5kIYUIYQQQgghhBBCCCGEEEKIPEhDihBCCCGEEEIIIYQQQgghRB4sXnQAQvyXPYhKod1HO5j9VSPqVi1kXH7wVAhzV1/ixt04XJ2saeVfgo97VMXe1tKYJjwqhR+WnOPo32FotDqqV/BgRM9qVCnnbnKMo2fD+Hn5BQLux+PuYkO3tr706VgehULx9PHHaWk3I5rZPV2o62OVFf+1dObuS+LGAw2udkpaVbXh4xb22Ftntd2Gx2v5YWcSR2+ko9FB9RKWjGjlQJViWeeYrtZTa1wEGp3pce2sFJyd6PX08cdqaDc5hNn9vajra5sV/6UU5v4Zx42QDFwdVLSqYc/Hb7mYxh+n4YdNsRy9lopGp6d6KWtGtHOlSknrPI83bGEEV4LSOfBt8aeOHV6B8hOjpt1Xt5n9cXHqlrfPiv98InO3RnIjKB1XRxWtXnPi4w5e2Ntky/9YNT+sCefo5SQ0WqjuY8uITl5UKZ11HXU6Pb/tjmbt/+J4EKumVGEr+rX2oF0954IHrVBg598Lh8Z9UXmURJcYRdrFnSRsm4o+LREAlWdpnLtMxrpsPfQ6Dal/byFh03jjegCFtT1OHcZjW6MdCmt7MgKOE79uLJrwgKw0No44th2FbfW3UDp5oY26R/LhJSQfXgJ6fcHPIXP/joWxGbCH9HUD0N0/YVyuLNsEy4bDUXqVR58Si/baDtSHpoM6Jdu2hbBs8iUqn8agVKELPov60I/owi5lPwIWdftjUfMDFE6F0ccFo/l7OZozy546dngFyr+5x2+O989XqP6CmdZhhYJy7ftTruMgHIqWJi02guAj27i4aAKaFEMeO3j7UGv4NLyq+aPTarh/YAPn5o4xrgewsLWnxkdTKP5GByxsHYg4f4S/Z35G4v2bxjQqGzuq9h1HiSadsHZyJ+7uFS7MH0f43wcLHn82ZvkMyx6/OdZhc49focDpjT44Ne2PpWcptAmRJJ/bQczGScZ7jIVXGTy6TcXGtz7otCSd3kT0mq9z3IPcu07EvnZ7lDb2pN44RvSq0agf3DKmUdq54NZlPPY12qK0dSTt9hli1o0j/e7ZgsefjdmXfzN9BisUCmp17sdr7w3CtVhpkmMiuHFwGwfnfEt6sqGMuBX3odXn0yhRswE6rYarezawd8ZY4/qHtfzse4pUrMnSPs0LtL6gzLIOZ2OWz+BXKH5zLz8S/4uNH4fCWPbYiWbbYPTBJ42LFaXfRPX6UBQe5SE1Ft2tXWj/mmFS/rEvhKrRFyhLNQKFBfqwc2j/mo4+/LLJIZSV30VZsxcKJ29ICEV74Xd0F35/JuE/iEql3YjDzB5dm7qVs549B8+EM3ftLW7cS8TV0YpW9Yvw8fu+2NtmffUfHp3GD8uvcfRcJBqtnup+Lozo5keVsi5PdKyni988n8GZ/pM9UjQaDcuWLaNjx47UqFGD119/nT59+nDixAmTdFqtllWrVtG5c2dq1KhB7dq1ee+991i/fj36h/4I9vPzo0uXLmi12hzH69GjB6NHjzb+X6/Xs3z5ctq3b0/VqlWpVasWH3zwAX/++WeBzuf+/ftMmDCBZs2aUbVqVV577TV69erF7t27TdJt3LgRPz8/k58KFSrw2muv0bt3b65evZpj33fu3OGLL76gYcOGVK5cmSZNmvD1119z7949Y5r9+/fj5+fH7du3TbZdvXo1fn5+jBkzxmS5Wq2mevXqLFq0iCZNmuSIKftPjx49cs3D7EaPHm1MFxwcnK/9jR49mkqVKnHlypUc+8vMp+ctLDKZvl8dIDFZbbJ8719BfPTtIexsLPl5tD9jBtTixMVweo89gEZraFFITM6g2+d7OX7+AcN7VGXmlw0pVsiBHl/s4+KNKOO+zl+PYvCEQ5Qp5sSssQ1p90Yppv12joXrcl7rJ44/TkvfxbEkppnWhb2X0/hoWRx21gp+/sCZMe0cOXE7g94LY9FoDWkTU3V0+zWG47fSGd7SgZndnSnmpqLHvBguBmXlx81wDRod/PieE3985Gr8WTbA9enjj9XQd044iakPxX8hmY8WRGBnreTnPl6M6eTGiZup9J75wDT+GQ84fiOV4W+5MLOvF8XcLejx8wMuBqbnerytp5LYeyEl13UFit/cy0+0mr7T75GYatpKtvfvBD6aGWTI/4+KMeb9wpy4lkzvHwOz8j9FS7fJgRy/mszwjl7MHFqMYp5W9JgayMU7qcZ9zdwUyc8bIujUyIV5I4pTr6I9oxaEsP1EfIHjdmgxHJf3fiDt8h5i5nUnad9s7Oq+h9tAwx8FClsnPEZuReXkSeyywSRs/ha72h1x67/EZD+ufRZiW7M9CZsnELt0MCqXIniM3IrCLusLArd+S7Cr142kfXOJmduNtIt/4vzu9zi2/rTA8WdSOBbB+v3fUdiYfiGh8muJddfFkJFCxsYhqPd+i6pUfaw/WAUKlSGRtSPWPTegKt0A9aFppG8YhC4+COse61AWrWbcl2Wzr7Bq9iXau0dIX9sPzenfsGw4AsumXz11/GZf/s09fjO9f74q9RfMtw5X7P4ZtT/5hdC/dnJ4dCeurZ5BmdbdaTR5reGYDs40m7UHG7dCHP+uD+fnfUXJZl1p+N1qk/00GL+CEk06cf7XLzk+sTd2nt40m7UXK0cXY5q6X/yKb8dBXF8zk8Nju5ASHkSTGTtwr1inwPFnMtdnmDF+M63D5h6/S5uRePSYTsqFP3nwy3vE7ZqJY4P3KTxsJQBKO2eKjt6BytmLiIUDiV73DQ51O1F4yHKT/RQavASHOh2IWTeOiAUDsHAtStHRO1HauRgSKBQUHrEG+xptiF43jgezPgCtmqKjd2JZyOepz8Psy78ZP4Mb9PmMNmN/4dbhXfwxvDN/LZ1BtXbdeXfGGgBsHJ35cPFu7N292PRVX/b/8hWVW3ely7RVue6vfs8R1P9wZJ7He9z6gjLXOpzJXJ/Br0r85l5+JP4XGz8ORbDsuBSFjZPJYoVPcyzaz4eMFDQ7PkZz6DsUxV/HotPyrPJv5YDlu3+gLNEA7bEZaLYPQZ8QhEWX1SgKVTXuS1m5KxbNJ6G//xeaLQPR3dyJ6s1xKGv2ferww6JS6fvtKRJTNCbL9554wEdTzmBnY8HPn9ZkTJ+KnLgURe/xJ7M9w9R0+/Ivjl+IYvj7vswcVZNiXnb0+Oo4F2/F5ftYTxW/GT+DM/3neqSkp6fTu3dvwsLC+Pjjj6lRowZpaWls2LCB3r1788MPP9CuXTvUajVDhgzh4sWLDB06FH9/f7RaLUeOHGHq1KkcOHCAWbNmoVKpjPu+ePEiixcvZsCAAY+MYebMmaxbt46xY8dSpUoV0tLS2LVrFyNGjGDq1Km88847+T6fkydP8tFHH1GrVi0mTJhAqVKlSE5OZv/+/Xz22WfcvXuXQYMGmWxz9OhR42etVsvdu3eZPHkyffv2Zd++fdjbG94qOnbsGEOGDKFBgwb89NNPFC1alPv377No0SI6duzI7NmzqVevHnXq1EGlUnH27Fl8fLJ+OT9y5AhFihThyJEjJse/fPkyqamp+Pv707FjR2Pj07lz5xg2bBjr1q2jSJEiAFhaWvIkihQpYnJ+mXbv3s3EiRNp3jzrTRqNRsPo0aPZsGEDVlZWObZ5XnQ6PZv33+WHJedyNMgBzF51CZ/iziz89g2sLA3lq3YlT1r028bGvXfo2qosG/bcISQ8mVU/NqdmRU8AGtQoQmxCOlMWnmX1tBYAzFp5kQplXPnhs/oANKxdFI1Gx/y1V+jZ3g8b6ye/Beh0ejafTeOHHYnk9k7t7H3J+HiqWNjHFSsLQ2tv7dKWtPghmo1nUula144NZ1IJidWxarArNUsZ8r6BrzWxyTqmbEtk9UduAFwPVWOhhJZVbIz7elo6nZ7Np5L4YVNsri8Fz94Zh08hSxZ+VCgrfh8bWowPZuOJJLo2cGTD8URCojWsGlmYmj42hvgr2Bri3xjD6k+KmOwzPE7DpPUxFHZR5ThegeI39/LzVzw/rAnPPf+3ROJTxJqFn5bMyn9fO1p8cYuNR+Po2tiVDUfiCIlSs2psKWqWszPEX8mB2CQNU1Y/YPWXpUlN17F8bzQ9mrszoK0HAPUqOnAlMI0V+2J46/UCvNGoUODYYjjJR5aSsPlbANKvH0KXFINb/yVYlqiOdYU3Udq7EjmpMbrkGAC0saF4DFuHlU9dMm6fxKr0a9hWa03UrC6kX9kHQEbAcQp9dx77xv1I2jUdy+JVsancjOgFvUg7u8VwrBuHUdi54NDiYxJ3Tnvy+A0ngapqJ6yafgnkrFOWDUegjwogfXVP0Bl+udEGncL2o8OoqnVBe/4PLKp1RelSnLRlndAFnwFAd/coCls3LJuNI315J7B1xeK1XmjOrUb951f/pDmCLiEU6y6L0JxfjT76do7jP84rUf7NPX5zvX++EvUXzLoOKxRU/GAUAVsWcn6eYZ8PzhwgIz4a/4mrcCtfiyKvNcXa2Z1dveuQHh8NQGpEMG/+tB3PKvWJvPQXHpVfp1jDdhz85C1CTxheGoq4cJT2629RruMgriybisrKhpJNu3JlxffcWDsLgPCz/zOk6TCA6KunnjjnwcyfYZh5HTb3+BUKXNqOJOHgEmLWjQcg9er/0CbFUHjIMqxL1cC2chNUDm4Ej/NHl2Qo/9rYEIp8ugmbcq+TdusE1j51sK/RlrDpHUi5uNewn5t/UXLaZZya9idu24/Y+DbA1q8BYT91IuWCoY6k3fyLUrPv4dioh/H4T+qVKP9m/AxWKBT49/mMv9cvZN8vhnvonRMHSImLoeu0lRStWBOfes2wc3Znfte6pMQZylB8eAg9ft1G8er1CDp/HAAX71K0/OwH/N54i9SEuBzHetz6gjLrOgyY9TP4FYjf3MuPxP/i66+yYgdUjUaTW/lX1fsYfcxtNJv6GMu/JuQ0lr0PoKzUGd3lNSgrdUHhXBz1mq7oQw09PLX3j6GwdUP1xpdo1rwLYEgfchrt/yYa0gQdB9fSqKp3R3d2cYGi1+n0bP5fMD8su5Z7/q+5iU8xBxZ+XQcrS0OfidoV3Wjx0UE2Hgima/MSbDgQREhEKqsm1aNmBcN3bg2qexKbkMGUJVdZPaV+vo5V4PjN+Bmc3X+uR8ovv/zCjRs3WLVqFR06dKBUqVKUL1+eL7/8knfeeYfvvvuO5ORk5s+fz5kzZ1i1ahXdu3enVKlS+Pj40KtXL5YvX87hw4dZvNi0AhQvXpxZs2YREBCQx9ENVq1aRb9+/WjTpg3FixenXLlyfPzxx7Ru3Zply/Lf1TEpKYnPPvuMBg0asGDBAho0aIC3tze+vr4MHjyYL7/8ktmzZxMfb/rmjqenp/GncOHC1KtXj3HjxhETE2PslRMfH8/IkSN5++23mTNnDq+99hre3t7Uq1ePRYsW0bBhQ0aNGkVCQgKOjo5UrlyZs2ezuoqr1WpOnDjB4MGDiYyM5Pr168Z1Z86cwcPDAz8/P9zc3IyxODsbfinOvszFxSXf+QGgUqlMzs/T05PIyEh+/PFHWrVqRc+ePY1pCxcuzN27d5k7d+4THeNp3bgbx/g5p2jfpBQ/fFovx/o7QQk0qFnYePMA8HC1pUxxJw6dDgXgdlA8zg5WxptHprpVC3HuWhTxiRlkqLWcuhhBs3rFTNK09C9BcqqGv69GFiz+BxrGb0qgfU1bfng35x8ydyI0NPC1Nmn48HBUUcZLxaHrGYb4I7Q42yqMjSjG+H2sOHdPTXyKocX5WqiG0l4Wz6wRBeBGaAbj/4imfR0HfvjQI2f8D9Q0qGBrGr+TijKFLTl0xfAmxO0HapztlMaHvzH+cjacu5NOfIppz7SvV0XToLwNr/uZpi9Q/OZefoLTGb8sjPb1nfmhf9Gc8Yem06CyvWn+O1tQpog1hy4kGeIPS8fZXmn8A9wYf3l7zgWkEp+sxcpSweovS9O7lWkXT0sLBRnqgv02oLBxJOXkGlJPrzdZnjmUhoVnaWwqNSEj4LjxS1iA9KsH0KUmYFPZ0JBrXakJurQk0q8eMKbRJUWTcesvYxqA5MNLSb9+yORYmvCbKG0cUTqaXrt8n0OhCli1noTm0kbSt+Z8w1DhURbtncPGXx4NgUShiwpAVbYJAEqPsuhT44x/PBnP4d5xVMVrg40TSrcyKJQWaG/ty5FGoVShKtO4QPGbffk39/jN+P75KtRfMO86bGnvxN3dKwnc84fJ8vh7NwBw9C5DkbotiLhw1NiIAhB2ai/q5ASK1m8FQJG6zVGnJBF2aq8xTXpcFBHnD+Ndr7XhHC2tUCiVqJMTjGn0Wi3q5HisndyeOPZM5vwMA/Ouw+Yev9LWicRjf5B0Yq3JcnWYofxbeJXBrnIz0m78ZWxEAUi5tB9dagJ2VVsCYFelGbq0JFIu7Tem0SVGkXr9KHbVDF8gpN89S/C3TUi5nJVGr8kA9CgsC34eZl/+zfwZbO3gxIVtK7m4w/QeGnXXUIZci/vg06A5984eNTaiANz+ay9pSQn4NmxtXNbq82m4lyzLsn4teHDjQo5jPW59QZlzHQbzfga/CvGbe/mR+F9w/fUsj6rpRHRXN6P587Oc69180AceMS3/KdHoY26jLP2GIY27D/q0OGMjSiZd0AmURWuB9T+9XFTWkJ5keoC0OLAp+MgqN+4lMH7+Zdq/UYwfhlfPsf5OSBINqnsaG1EAPFysKePtwKG/IwC4HZyEs4OlsRElU90q7py7EUt8kjpfxypQ/Gb+DM7uP9WQolar2bBhAx07djT2eMhuxIgRLFy4EBsbG1asWEHHjh0pU6ZMjnQVK1akffv2rFixAp0uq0tzv379KFGiBF988UWuQ3xlUiqVnDhxgrS0NJPlX331FbNmzcr3+fz5559ERETwxRdf5Lq+Y8eO7N6929hA8SjW1obxCC0sDC1zW7ZsITExkREjRuRIq1Ao+OKLL4iKimLHjh0A1KtXz6Qh5dy5c2g0Gtq3b0+pUqVMeqWcOXOGevXqPZOx6R4nMTGR4cOHU6RIESZNmmSyrkSJEgwePJiFCxdy+fLlPPbw7BXxsmPPorcZ079Wri2hLk7WhEaYdl1Ua3SERaYQ9MBwM3Z1tiY5VU18YoZJuvthhrFvg8OTCApLQq3RUcrbtMtiiSKOANwNTqAgirio2DPKgzHtHLGxzHkNXeyUhMaZln+1Vk9YnI6gGMNyV3sFyel6Y4OJMf5ow/rgWMO/18M0WCihz6JYanwVTt3xEYzbkEBS+kOTpjxJ/K4W7PmmGGM6ueUev72K0BjTrotqrZ6wWA1BUYblrg4qktN0OR709/9ZHxydtf26vxK5EpTO112fzXiSZl9+3CzZ831ZxrxfGBvrnI8gF0cLQqNNu3mqNXrCYtQERRriNeZ/8kP5H2FYHxyZgUqpwK+4DZ7OFuj1eqLiNSzYEcXxq8m836Rgv8DoUxOIXzuajNsnTZbbVm9jiDPsOhaFfdGEP/SGlV6HNvo+FoXKAmBR2Bdt1D3Qm5ZjTeQdYxp10EXiVo1EnxJneqxqbdEmRKJLiqIg9PEhpM1tjHrfRFCn5lyfEovC2dt0odICpVNRlC4l/kkTA1b28HB3aNeShn9dSqBPNXwRrXAulnsa1xIFit/sy7+5x2/G989Xof6CeddhdVI8f88YSeSlv0yWF2/0NgBxd6/iVKo8CUG3TNbrdTqSQgNxKuELgHPJ8iSF3kWvM70GicG3cfwnjTo5gTs7l1O+6zA8Kr+OpYMz5d8fgUuZytzdnfsQN/lhzs8wMO86bO7x61LiiV45irRbpkNJ29dqZ4gz5BqWRf3IePDQC3l6HerIe1gWKQeAVVE/1JGBOe5B6og7WBU2lH99Rgrpt0+BVgNKFZaFfPAasBBQkHhkRYHPwezLv5k/g9MS49k19RNjr5JMFZoY7qGRt6/iWaY80fdy3kPjQgJxL+VrXHZg1jfM7ViTe3/nHMkhP+sLypzrMJj3M/hViN/cy4/E/4Lrb0Io6t+aoj08GTRpOROkxqJweuglAaUFCsei4FzcmAZL+6wGk38onEv8868hne78UhSlGqIs3x6sHFCUbIiyYgd01zYXOP4iHrbsmfMGY3pXxMY6Zw8dF0crQiNN67VaoyMsKpWgcMOzzdXRiuRUjbHBJNP9B4b1wf+ke9yxChS/mT+Ds/tPNaQEBQURFxdHzZo1c11fqFAhqlatSmBg4CPTgaHhICIigqCgIOMyKysrpkyZwrVr11i4cGGe2w4cOJCDBw/SoEEDhg0bxrJly7hx4wbu7u4UK1Ysz+0edurUKUqVKoW3t3eu662srPJcl11QUBA//vgjRYsW5bXXXgMMDSGlS5fGzS33t/aKFClCyZIl+fvvvwFDfgQGBhITY3hoHj16lNq1a2NjY4O/v7+xIUWn03H27FkaNGiQ7/N8GmPGjCEyMpJZs2bh4OCQY/3AgQON87hkZGTksodnz8XRmsIednmu79S8DHv/CmLhuqvExKcRGpHMV7+cIDE5g9Q0w4Pl7TdLo1AoGD7lCLfuxZGQlMG2g3fZtPcOAKlpGhJTDDdHBzvT4dHs7Qw3raQCjnPoYqd8ZNfKTq/ZsvdyOgv/l0xMko7QWC1frU8gMU1HaobhLbK3a9iiUMDw3+O59UBDQqqObedS2fS34cafmqFHr9dzI0zDvSgtTStas6CPKwOb2LPjQhoDl8Sh0xXsjTQXexWFXfPuytepngN7L6SwcG88MYlaQmM0fLUyisTUbPG/Zo9CCcMXRXIrLIOEFC3bTiex6YThBp+abkgXEqNh6sYYxnV1x9Xh2TyAzL78OKgo7Jb3kH2d/F3Y+3ciC3dEEZOgITRazVe/hZKYoiP1nwa0t+u5GOKfE8StkDRD/h+PZ9PROEP8GaZfLuw4mYD/iJv8tD6CRlUdePsZTVQKYFmqFo4tR5B6YRea0GsobZ3QZZsQNpMuLQmFjeHh/ag0yn/S5Ma+yUCs/RqStPvngk9WnRaPPvFBnqu1F9ZiUb41FvUGgZ0bCqeiWLX9AWwcwcpQ7jSXN4Neh3XHeSg8yoG1E6pK72BRtQsACktb9DF30d4/hWWjkaj8WoK1I4pClbBq+wN6TRoKy7zL8KOYffk39/jN/P75MLOrv2D2dfhh7hXrULHH5wQf2Ub8nStY2TujSc75B446JRFLe8MfRJYOziY9TTJpsqUBOD/vK1JjImi54Ahd90RRa9iPXFjwDfcPrM+xbX6Z+zPM3Ouwucf/MOsytXFp+wnJ53aQEXIVpa2TyaTymXRpiShts92DUnOWf31akjFNdh49Z1Dihws41utK3PbpZATlnB8yv8y+/Jv5Mzg33lVew7/vKK4f3E5EwBWsHZxznVQ+PTkRa4es8hER8Ohy8Lj1BWX2ddjcn8FmHr+5lx+J/wXX3/R4SMq7/OuurEdZrhXK2gPA1g0ci6BqPsVQfv8ps9prW0Cvx+Kt2Sjcy4G1I8ryb6Os1MmwE0tbw76ub0d3bTMWradjNeQ8lh1/Qx96Fu2h7wocvoujFYU9bPNc36lpcfaeeMDCjbeJiU8nNDKVr+ZcJDFFQ2qaoeHq7cbehmfYj39z634iCclqth0KYdMBw/faqenafB2rYPG/Os/g/9QcKZlDXD2uh0ZmOlfXvN94yVwXExNDyZIljcurVq1Kv379mD17Nk2aNMHX1zfHtr169aJMmTKsXr2ao0ePsmfPHgCqVKnC1KlTKVu2bL7OJzo6OkeM586do0+fPibLJkyYwNtvv238f40aNYyf1Wo1lpaW+Pv7M2XKFOzs7Ix58LhhtVxdXYmNjQWgZs2a2NjYcO7cOZo2bcqRI0do187whpW/vz9r1qwhJSWF+/fvk5CQQP369fN1jtlt27aN3bt351iekZGRa6PXb7/9xt69e/nxxx8pV65crvu0sLBgypQpdOrUiTlz5jBy5LOfTO9JDf2gClqtnpm/X2T60vNYWijp0tKHpq8XI+C+oWyWLeHMr980ZtysU7T7aCcAlcq6Max7VSbN/xsbawsy1Hn3igJQPqcOQUOb2aPV6Zm5J4npu5KwVEGXOrY0rWhNQIQhprKFLPi1lwvjNibQboah63klbwuGNXdg0tZEbCwV6PUw90MX3OyVlCtsuFW9VsYKT0clo/5I4OjNDBqVt3728bdxMcS/PZbpW2IN8dd3pGlVOwLCDDflskWs+HVgIcatjqLdJEM3w0rFrRjW1oVJ62OwsVKg1+v58vcoGle0pWUN+2ceZ57xm3v5ecfTkP+bIpi+PsKQ/41daVrDkYBQwwR0Zb2t+XV4ccYtDaPdV4aHZqVSNgzr4MWklQ+wsTJ9R6BqGVtWjC7JjaB0Zm6KoN9P91nxRcmn7hVn5VMX94/+QBN9j7jlQwwLFY94PyHz7dH8pHmI/Rv9ce48mZQzG0na//yGI1QfnmF4e7Xxp1g1GYNem4Hm3B9ob+5F6WG4j+qjbpG+ti9WbaZgO9DQZV8bdhH14Z+wajkB/T9vuKVvHIxV68lYd15g2C41nowDk7FsNNKY5lkz+/Jv7vGb0f3zVay/YF512LNKfRr/uJnk0Lscn9TPsFCZd/5m9kBRPCIN/6SxdvWk1aK/0GnVHJvwIamRIRR5vSVV+nyFJi2F63/8/NTx58acnmG5xm9Gddjc47cp9zqFR65DE3mPiIWDgfyV7fzUkewSDy0l6cQ67Kq2wLXDl2BhRezGiU8Ve17Mvvyb2TO4ePV6fDBnM7EhgWz+2nAPfVQZyq18vGzMqQ7nxpyewa9i/OZefiT+Fxu/9vhMUFqgqj8Ci4afo9dmoLu0Ft3tfSjc//mONiYAzZYBWDT7DsueuwDQhV9Ce/xnLN78xtjTy+LteSi8a6E5PBX9g4soPPxQ1RuGRdtZaLYNfi7xD323nOEZ9scNpv9+HUsLBV2alaDpa4UICDY0VJUt7sivY2sz7tdLtBtxGIBKPs4Me8+XSYuvPrPeJwWK34yewf+phpTM3hVxcXGPTJfZOJGYmPNtjkyZjS259dgYOnQoBw4cYPTo0axduzbHeoBGjRrRqFEj1Go1ly5d4uDBg6xcuZJ+/fqxZ8+efE1+7uLiQmhoqMmyihUrsnnzZuP/W7RogUZj2uKWuT46Opqff/6Z6OhoRowYYdIbxtXVlZs3bz7y+AkJCcZtrKysqFmzJmfPnqV69epcu3aNqVOnAlCnTh0Azp49y927dylXrhyFChV67Pk9rEmTJnz2Wc6xDKdNm5bjmp47d47p06fTrVs3k0ak3Pj5+TFkyBBmz55Ns2bNnjiuZ81CpeTT3tUZ+kEVgh4k4eVmi5ODFd0/34uzY1bDgX/NIuxf8jYh4ckAFCvswIY9hiFJXBytSE03XPfkVNNue0n/tNA62j++jBUsfgWftnZkaDMHgmK0eDkpcbJV0n1eDM62WXctf19r9n/hQUis4Zf6Ym4qNpw2PHhc7JQolQrq+uSMsfE/jSfXwzTPpSHFQqXg0/ZuDG3jQlCUBi9nFU52KrrPCMPZPuuPE/8KtuyfUIyQf7qfFvOwZMPxRGP8Kw8nciM0g61ji6LRGt6syHwJWaPVo1SA8jl8m/lKlJ8uhRj6jidBEWq8XC0M+T8lEOdsb6P4V3Zg/49lCYkyxFPM04oNhw0Nuy72pr8AlPCyooSXFa/52eNgq2T0olDO3EzhNb+C/2JmW6sDrh/OQRNxm6iZndElG46tS01AaZOz95vSxhF1nOF+rU9NQOXklWuaHG+ZKhQ4dfwWx+ZDSTm1jtilz+cXLyO9FvXB71Ef/hmFawn0ieGQnoB1j7XoU+OMyXR3j5A2x9/YfVkfH4SqWlfDytR/5uVKjiJj/QAyrJ1QOBZCH3sPdFqsWk82jBH7HJh/+Tf3+M3j/vnK1l8wmzpcsmkXXv9qMYn3b3Hgk7ZkJBh6NKuT4rGwy/lWvaW9E6mRIQBkJMXj5Jrz90gLeycykv/5Q6tdH+wLl2Br1wokBhuGSgo/ewgFCqoP+o47O5cbj/ksmcsz7JHxm0EdNvf47et0wqv/PNQPAgib9o5xXiZdSgKK3O5Btk6oY8OMaSxzuQcpcrsHYZgvBSDt+hFUju64tB5O7JYphmG/njHzL//m8wyu1LILHb5bRPS9W6wY9Bap8YYylJ4Yj7VdzjJk7eBEYkRojuUvG3Opw3kyk2fwqxq/uZcfif/F11/t0R/RHv8FnEtAcjikJ2LRZRWkZc07rb9/FPWSN8Dpn+9PE4JRVupsWJcWj6JIDZSlG6PZOxbdZcP3wfqQU+jj72PZYTGK0m+iv3vwmYdvoVLyaY/yDH23HEHhKXi52eBkb0n3r47j7JDVO8O/uif7571JSIThu7dihezYsN/QI8XFIe9ep8+bOT2D/1NDexUvXhwPDw+TuTyyu337Nn369EGj0eDp6cnp06fz3NepU6fw9PTMdSiuzCG+bty4wYIFC0zWXb9+nXHjxpGebngrx9LSkpo1a/Lpp5/y008/ERYWxo0bN/J1PrVq1SIwMJCIiAjjMmtra0qWLGn8yU3mupo1azJ//nwUCgV9+/Y19i7J3PedO3eMQ3U9LDIykrt375r0BKlXrx7nz5/n2LFjeHp64ufnB4C9vT01atTg9OnTnDlzpsDDetnb25ucW+aPvb3pL9IxMTGMGDGC8uXLM2bMmHztu3///sb0/9YQX3k5eTGcI3+HYm2lomwJZ5wcrNBoddwMjKOSj6GRLzQimfW7b6PW6ChW2IFihQ2/MF+5HYOzoxXehewpUcQRlVJhHC8w0/1Qw//LFDcdM/CZxX87gyM30rG2VFC2kAVOtko0Wj03H2io5G24MYfGall/KhW11tCAUszN8EfTlRA1znYKvF2VhCdoWXsyhdBY0xbltH8mmXSzfz63r5M3UzlyNRVrSyVli1jhZKcyxB+qplJxww08NEbD+r8SDfF7WFLMw3BeV4IycLZT4u1uwe5zycQm6Wg4NpjKw+9Refg9tpxKJjRGS+Xh95izK+75xG/u5ed6MkcuJRny39s6K/+D06hU0jDJXGi0mvWHYw3572lFMU/Dw/DKvTSc7VV4e1gSk6Bh87E4ohNMvyio+M8+IuIK/gWCQ/OhuPZdRMad00ROa4suIdy4ThMegIXnQ3NrKZSoPEqgeWBonFaHB6ByLwEPvU1p4VXGmAYAlSVu/Zfi2HwoiXtnEbtkAOge/YbF01KWeB1lmUagTUcfdQvSE0ChQulZHt0Dw1xSCqeiqKq9C0pL9PFB6OMNv3gpC1dGnxJr/L+qYjsUXuUhPcGwL20GysIVUShVxn09a2Zf/s09fjO4f77K9RfMow5XeH8kDSb8TtTlE+z96E3SorOGWUi4fxPHYj4m6RVKJQ5FShF/7zoAifdv4lC0VI5r4OjtQ0KgIY194ZKkxoQbG1EyRZw/gsrKGsdi+ev9/aTM4Rn2yPjNoA6be/zOrT+m0ODfSA84Rejklmjjs+5BGQ9uYumV8x5k6VGSjFDD34fqB7ew9CyZo/xbFiqD+p80lkXL49iwe45jp9+7gNLKBpVD7kM3Py2zL/9m8gyu/+FIOv+wgqALJ1jSqwlJUVn30KjAm7iVyHkPdfUuReSd60913H+DOdThRzGHZ/CrHL+5lx+J/8XGryhWF0XJhqDNgJgASE8EhQqFhx/6iH+GO3QsgrJSF1BaQkKw4QdQeFVCnxoLCcEonAzTK+hC/zbZvz7E8P2ywj330XKe1snL0Rw5F2l4hhV3xMne0vAMu5dApTKGUZlCI1NZv+8+ao2eYoXsKFbIMCLRlTvxODtY4u31bIfzeqL4zeQZDP+xhhSlUknnzp3ZuHEjYWFhOdYvWrSIS5cu4e3tTa9evVi/fj23b9/Oke7WrVts3ryZ7t27o1Ll3vWpSpUq9OvXj7lz55rMowKwZs0a9u/fn2MbR0dHFAoF7u75m0zprbfewt3dnR9++AF9LuNt53aOD7O1tWXatGlERUXx7bffGpe3a9cOV1dXpk2blut206ZNw9XVlbfeesu4rF69ely9epUTJ07kaCzx9/fn6tWr/P333wUa1iu/9Ho9o0aNIi0tjZkzZ+arZw8YhviaOnUqgYGBLF68+LnFlx+7j91n3KxTqDVZ3a837LlDQrKapvUMDXfR8Wl8NfMkJy9m/fEVGZPKjkP3aFK3GAqFAmsrFbUre7HnryCT8rHnWBCO9pZU9X02k3bliP9SGuM2JKDWZh1zw5lUElL1NK1keIBGJ+v4akMCJ29nNVpFJmrZcSGNJhWsUSgUaLUwbmMia06adv3ddSENlRJqlX4+reW7z6cwbnWUafzHk0hI1dG0quFBE52o5atV0Zy8mTVJWWSChh1nkmlSxQ6FQsGE9z1YN6qIyc8blW3xdFKxblQRujbIeyz9p4rf3MvP6QTGLQ1FrcmW/0fiSEjR0bSGIc+iEzR89VsYJ68lZ8Ufr2HHyQSa1HBAoVCQptYzelEo6w/Hmez/2BXDNn7FbAoUn13DXjh3mkjq35uJmtUZfZrp25/pVw9gVa4+Soes/LGu2ASljSPpVw/+k+YgSlsnrCs2NaZROrhjVbYeaVez3k5x/XAuNtXfIm7tGBI2jCtQvE9KVaENVm2mgjKrw6qqelcUts5obxqGoVTYu2P91g8oS9XL2tDeE4uKb6O9tde4yLLBMCzrf2Syf4s6/dCnxaO9ZzrZ7rNi9uXf3ON/ye+fr3r9hZe/Dpdt35+aw37g3oF1HBzZNsdcJ2Gn9uJVvRHWLh7GZUXqNMfS3pGwk/uMaSztnShat4UxjbWLB17VGxJ2yhB/wr0b2Lh4Giefz+RZtT46rZbkB/cKFP/jvOzPsMfG/5LXYXOP3+mNPni8N5mkUxsJnfZOjh4kqZcPYFveH6VjVvm3q9IUpa0jKZcNfzumXN6P0tYJuypZveiVjh7Y+jUwprEuXQOvfvOw9qljsn+7yk3QxD1AmxBZoPgfx+zLvxk8g2t36UfLz77nyu71/D7oLdKTTMvQ7eP7KFm7EXauWWXIp35zrO0duf3X3od399J52evw47zsz+BXPX5zLz8S/4uNX1muFRbNJpmUf2XlzihsnNEFGMq2ws4dixZTUBR/PWtDOw+Ufm+hu2N4ButjDMNWKr1rm+xfUbSWYX286ffDz8ru42GM+/Wi6TNsfzAJyRqa1jX05I6OT+eruZc4eTnamCYyNo0dR0Jp8lqh5zJsZn6ZwzM4039qaC+AQYMGceTIEbp168bw4cOpWbMmcXFxrF69ms2bNzNjxgzs7Ozo06cPly5d4oMPPmDYsGH4+/sDhknUZ86cyeuvv07//v0feawhQ4Zw4MABkyGyypcvz9tvv82XX35JSEgIb775JhYWFly/fp0ZM2bQoUMHihYtmq9zcXJyYsaMGQwdOpTevXvTs2dPypUrR3JyMgcOHOC3337D3d09z/lBssfUr18/fv31V9q1a0eTJk1wdHTk559/ZvDgwSQkJNCrVy+8vb0JCQnht99+4/jx48yZMwcnp6zWvEqVKmFpacmuXbuYONF07F1/f3/mzZuHWq02DvX1PMyfP59jx47x/fffY2lpSWSk6R8KKpUq1+HYAMqVK8ewYcP46aefnlt8+fFe63Ks+/M2Y2Ycp1NzH67fjeWnpRdo06gEdaoYboCVy7pRs6InE+acZlTfGlgolfy84gIWKiXDPqhi3Nfg9yrR+8sDjJhylE4tfDh3LZLFG6/xaa/q2No8n+r/3ut2rDuVypi1CXR6zYbroRp++jOJNlWtqVPG0LBV2duCmqUsmbA5kVFt9Fgo4efdSVgoFQxrbmhVLuqqomNtG5YcTsbGEqqXtOTvu2rmH0zmg3p2lPZ8TvH7O7Lur0TGrIiiUz0Hrgdn8NPWWNrUtKNOOcMfbpVLWFGzjDUT1kQz6h1XLFQKft4Wi4UKhrV1AaBMoZwNPS72SiwtoErJZz8kmTF+cy8/b7qy7nAcYxaH0KmhC9eD0vlpXTht6jhRp7yh91nlUjbULGfLhBVhjOpaCAulgp83Rhjy/x3DcBdF3S3p1NCFuVsjsVAZ3mI8czOFhTui6dzQhbLeT34NlE5eOHeZhCbqHsn/W4hliWom67WRd0k+vAT7NwfgPnwTiTu+R2nvhnPHCaRd3kvGnVMAZAT8RfqNI7j1WUD8xm/QJcfg9NZo9KnxJB82NOTaVGuNXZ3OpF7YScbdM1iWNv1FTB10ETTPvvec5uzvWFR/D6t209FcWIvSqwKWTb5Ac2UruvsnAdCFXUIbdBqrVpNQ758Meg2WjUeBTmMYWzkzxjO/YdV6MhaRN9EF/42qYjssKr9Dxq6xhjd8ngOzL//mHv9LfP/8L9RfeLnrsI1bIWoNn0ZS6F1urv8VVz/T+e2SQm5za9N8/DoPocnPf3JpyUSsnd2pMWQKIX/tIurycQAizh/lwd//o/745ZybM4b0+Giq9h2HOimOW5vmAxCwbQm+nQfz5vRtXFo8kZTIYIq81owK3T7h5oa5pMWE54jvWXiZn2H5iv8lrsPmHr/K2Qv3blNRRwaSsG8+1qWqm6xXR9wl/sAinJsNouiorcRumYLSwQ33rhNJvrCb9ABD/U27cYzUa4fxGriY6LVfo0uKwfWdsehS4kk4sAiA5NObSW89gkKDfyNm47doE6JwrP8u9jXaEj6/X9YYKc+Y2Zf/l/wZ7OBeiJajphEbfJdTq+dSpGINk/UxQXc4vWY+dd//iJ4LdvG/X7/DzsWN5p9M4eaRXQRdeD5fXj9LL3Mdzo+X+Rn8X4jf3MuPxP9i49ddXIWy8ruoWnyP7sp6FJ4VUPl/hvbGdvQhhr8D9OGX0YWcwaLpBDSHvwedFlWDT0CnNQwJBugjr6K79SeqRmPB2hn9gwso3Muhev1jdOGX0AfseS7xv9eiJOv2BjFm1gU6NS3O9cAEfvr9Om0aFKFOJUPjQWUfZ2qWd2XCgkuM6lnBkP8rb2ChUjDsvZzze/+bXvZncHb/uYYUW1tbfv/9d5YsWcLChQsJDQ3FxsaGihUrsmLFCmrXNvyxq1Qq+eWXX9i8eTNr1qxhxowZ6PV6ypUrx2effUbnzp0f21pnZWXF1KlT6dq1q8nyKVOmULlyZbZs2cKvv/6KWq2mZMmSdOnShQ8//PCJzue1115j69atLF26lB9//JHQ0FBUKhVly5ZlwIABvPvuuyaNHXn56KOP2L17NxMmTKBOnTo4ODhQu3ZtNm7cyKJFi/j888+JjIzEw8MDf39/Nm3alGPoMKVSSZ06ddi3b1+OXicVK1bExsaGKlWqYGv7/LqLHTt2DL1ez+eff57rem9vbw4cOJDn9v369WPv3r1cunTpeYX4WL6lXJg3vjE/Lb3A4G8P4eFiw8B3KzGwayVjGoVCwcyx/kxZeJZvZp9Gr9dTt2ohZn5ZjaJeWUOdvV6tMDPHNmTWyksMmXiYQu62jOpTgz4dKzy/+AtbMK+XCz/9mcTgpXF4OKoY+KY9A5tkxaVQKJjZ3Zkp25P4ZmMCeqBuGStm9nCgqGtWL6/xHZwo7qZiy9k0fj2QTGFnFR+3cKBvI7vnF39RK+YNLMRPW2MZPC8CDycVA1u6MLCls2n8/byYsiGGb/6IRq+Hur42zOznRVG3F3tbNfvyU8yGeSOK89P6CAb/EoSHswUD3/Jk4FtZb9YpFApmDinOlNUP+GZZmCH/K9gxc2gxirpn/eL1Tc8iFPe0ZO2hOEKj1RRxs+DjDp70aVWwtxBsKjdHaWWH0qMknqN25Vgfu+wjUo6vJmrG2zh3mYxrnwXo05JI/XsL8Ru+NkkbPb8Hzp0n4dzxW1Aqybh9kpiFvdGnGMZfta1hmNvJtlobbKu1yXGsB19WRRv97N9m0UfeJH1tHyzf/ALrrovRJ0WiPjYbzbE5JunSNwzCqtk4rNpMBhRo7x1HvWEg+oSs8be151ajtrDBonYvFPWHoI+5Q/qmYWivbn3mcWcy+/Jv7vG/xPfP/0L9hZe7Dhet1xoLGzscipamxbz/5Vh//Lu+3Nm5nH3DmlNr+HQajF+OOiWR+wc2cHa26e91R8Z2oebH06gxZCoKpZLIi39x5Ov3yUiMA0CTksieQW9QY/Bkag77AQsbOxKCAjg1bRi3tz6/nscv8zMsX/G/xHU4P17m+O2qtkRpbYfSsxTeX+XsGRCxcCCJR1cSOrUN7h98j9fAxejSkkg6vZnoP8aapH0wsxvu3abg/u53oFCSdusE4XN6okuJA0CfkUrYD+1w6zwO964TUdq7kRF8mbCfu5JybudzO0ezL/8v+TO4XMNWWNnaYVWsNH2X/y/H+k1f9eX8lhUs7duCVl9Mo9PUZWSkJHJ1zwZ2T/uiwMf9N73MdTg/XuZn8H8hfnMvPxL/C66/0bfQbOmPyv8zLNovgJRItKd+RXfqV5N0mu1DUDX+EotmEwEF+uCTqLd9BIlZIwJpdo5EVfcjVFXfh3ojIDEU3dX1aE/MBv3zGerXt6Qj88bW5qeVNxg8+TQertYM7FSWgZ2yhrNVKBTM/LwWU367yjfzLhnyv7I7M7/wo6jnixvWC17+Z3B2Cn1uY0IJIZ6aPmDCiw7hiSnKfmP8rN/c6AVGUnCKdw4bP+v3tnyBkRSMovlu42ezL0N/dXiBkRSMov4m4+eQQa4vMJKC8Z6XNddVyqTc58l6mdl9mTXcjtmXf3OP38zvn1J/X4zsdXhl/Rc3YWVBffBX1sSU5v4MM/c6bO7x3/4w54TfLzufZUnGz2Zf/s38GfxNlaefDPffNuFSVk9Lc6+/r8Iz2BzPweTvADMvQxL/vy97/Bkzns9ceM+T1cisef30Vz55gZEUjKJS1sg+5v4Mfpz/1BwpQgghhBBCCCGEEEIIIYQQT+I/N7SXOTh37hx9+vR5ZJqWLVsyderUfykiIYQQQgghhBBCCCGEEOK/SRpSXkIVK1Zk8+bNj0xjb2//yPVCCCGEEEIIIYQQQgghhHh60pDyErK2ts4xkbsQQgghhBBCCCGEEEIIIf59MkeKEEIIIYQQQgghhBBCCCFEHqQhRQghhBBCCCGEEEIIIYQQIg/SkCKEEEIIIYQQQgghhBBCCJEHaUgRQgghhBBCCCGEEEIIIYTIgzSkCCGEEEIIIYQQQgghhBBC5EEaUoQQQgghhBBCCCGEEEIIIfIgDSlCCCGEEEIIIYQQQgghhBB5kIYUIYQQQgghhBBCCCGEEEKIPEhDihBCCCGEEEIIIYQQQgghRB4Uer1e/6KDEEIIIYQQQgghhBBCCCGEeBlJjxQhhBBCCCGEEEIIIYQQQog8SEOKEEIIIYQQQgghhBBCCCFEHixedABCvKrixxZ90SE8MefJocbPIYNcX2AkBec9L9b4Wa7Bv+9Vyn9zj9/cy4+5x2/u5efvdqoXGEnB1NqmNX429/w3x/jB/M9B4n+xJP4X61X6HcLc81/i//dlj//2hw4vMJKC81mWZPwsdfjfJ/fQF+tVugdJ/P++7PE/jvRIEUIIIYQQQgghhBBCCCGEyIM0pAghhBBCCCGEEEIIIYQQQuRBGlKEEEIIIYQQQgghhBBCCCHyIA0pQgghhBBCCCGEEEIIIYQQeZCGFCGEEEIIIYQQQgghhBBCiDxIQ4oQQgghhBBCCCGEEEIIIUQepCFFCCGEEEIIIYQQQgghhBAiD9KQIoQQQgghhBBCCCGEEEIIkQdpSBFCCCGEEEIIIYQQQgghhMiDxYsOAKBHjx6cOnUqz/XHjx+nQ4cOlChRgmXLlqFUZrX/hIaG0qFDBzp37syoUaOMy/fv38/KlSu5cuUKGRkZlC5dmvfee48uXbqgUCgAmDVrFrNnz87zuL/88gutWrUC4M6dO8yaNYsTJ06QmJiIl5cXjRs3ZsiQIXh4eBi3CQ8PZ+bMmRw+fJjY2FhcXFyoX78+Q4cOpUSJEvnOk1mzZrFp0yYOHDgAwOjRo9m2bRtr166lUqVKJmk3btzImDFjuHHjxmPPq1KlSmzcuDHHNo8SGBhIy5YtqVChAps3bzYuf9x18/b25sCBAznOJdPRo0f57bffuHTpEunp6Xh7e9O6dWt69+6Ng4ODyXGuXbvG9u3bKVy48CPzyc/PL1/xzJ49m19//ZUmTZqYpDl58iQ9e/Zk//79FCtW7LF588QUCqxe645V3Q9RupVEnxyF+upu0vZPg/QkAJRupbBpOwGLUnXQ67SoL28j7c9JxvUAWNlh0+orLCu1QWFljybwBGk7xqOLum1yOKv6fbGq1welU2F0EQGk7f0ezU3T6/Ck8dv598KhcV9UHiXRJUaRdnEnCdumok9LBEDlWRrnLpOxLlsPvU5D6t9bSNg03rgeQGFtj1OH8djWaIfC2p6MgOPErxuLJjwgK42NI45tR2Fb/S2UTl5oo+6RfHgJyYeXgF7/VOcg1+AFXoNXIP/NPX5zLz/mHr+5lx+PlgPwbDMI68Jl0MRHEHdyK6Erx6NLNeSvdREfivX7CYeK/qDTEHt0PcFLRxvXAyht7PHuNRXX+h1R2jiQdOUIQYs+IT3kpjGNY7Wm+H63J0cIcad3cPvbtwscv1nn/6twDhK/xC/xm3X88gxGys9/Nf5/zsHpjT44Ne2PpWcptAmRJJ/bQczGScYybuFVBo9uU7HxrQ86LUmnNxG95uscdcC960Tsa7dHaWNP6o1jRK8ajfrBLWMapZ0Lbl3GY1+jLUpbR9JunyFm3TjS7559qvilDiP30P9w/kv8Ev+z8NL0SGndujVHjx7N9cfV1ZWpU6dy+vRpFi9ebNxGrVYzYsQISpcuzciRI43Lv//+ez755BPq1KnDsmXL2LRpE506dWLy5MmMHz/e5LiFCxfO87iZX7JHRUXRrVs3bGxsWLRoEX/++ScTJkzgzJkz9OjRg4yMDAAyMjLo2bMnUVFRzJw5k927dzNjxgzCwsJ4//33iYmJeao80mg0jB492ni8R8nrvLLnX35t3LiR0qVLc+3aNS5cuGBcPmvWLON+161bl2PZ+vXr89znr7/+ysCBA/Hz82PZsmVs376doUOHsmPHDjp37kx4eLhJ+sTERL766qvHxprbOc+aNQuVSkXz5s1N0o4bN474+PgnyYqnZt1wCDbtJqG+sZ/k3/uQfmQeljU7Y9dtkSGBjRP2/dahcPAgZf0I0nZPxqpqe+zen2+yH7t352JZ+S3Sdk8mZf3HKJ0KY99vHdg4G9NYNRiATetvUJ9dR8rKfuhi72HXYymqknUKHL9Di+G4vPcDaZf3EDOvO0n7ZmNX9z3cBi4DQGHrhMfIraicPIldNpiEzd9iV7sjbv2XmOzHtc9CbGu2J2HzBGKXDkblUgSPkVtR2GXF79ZvCXb1upG0by4xc7uRdvFPnN/9HsfWnxY4fpBrkOlFXQNzz39zj9/cy4+5x2/u5adQp1GUGDST+DM7uT2pI+GbpuP+Zg98xhie9yp7Z3wn7cPSxYvAn3sTsuxLXBu9S5kv1pjsp/RnK3Ft0JmQZWMJnNELS/ei+E7aj8reJescy1RDmxzP9c/qm/wEL/6swPGbe/6/Cucg8Uv8Er/5xi/PYAMpP//N+AFc2ozEo8d0Ui78yYNf3iNu10wcG7xP4WErAVDaOVN09A5Uzl5ELBxI9LpvcKjbicJDlpvsp9DgJTjU6UDMunFELBiAhWtRio7eidLOxZBAoaDwiDXY12hD9LpxPJj1AWjVFB29E8tCPgWOX+qwgdxDC8bc81/il/if9hmQ6aXokQJgY2ODp6dnnuvr1atHnz59+OWXX2jQoAEVK1Zk+vTpBAYGsnnzZiwsDKdy6NAhlixZwpw5c2jWrJlx+1KlSmFvb88XX3zBO++8Q40aNQBQqVSPPC7An3/+iUajYfLkycbeLMWKFaNo0aK0adOGI0eO0LRpU44dO0ZgYCBr167F2dlwEb29vZkzZw4NGjRg+/bt9OzZs8B5VLhwYe7evcvcuXMZMWLEI9Pm57zyQ6vVsnnzZrp3787mzZv5448/qFatGgAuLi7GdOnp6QA4Ozs/9rgnT57k559/Zvr06bz11lvG5cWLF6dhw4Z06tSJsWPHmjT6FC9enCNHjrBu3Tq6dOmS574fPnZYWBjffPMNVatW5bPPsr58cXZ2JiMjg++++44ff/zx8RnxLCgUWDf+iIzTv5O+ZwoA2ttH0KfEYvf+PFTeVbEo2wiFnSsps1uiTzE0vOkTwrDvtRJVidfQ3j+NqngtLCu0IHnpB2huHgQgOfAkjp+dxPr1D0n/30ywsMGmyQgyjs4n/eDPAGhuHsR+0Fasm3xCym/vFSh+xxbDST6ylITN3wKQfv0QuqQY3PovwbJEdawrvInS3pXISY3RJRvi18aG4jFsHVY+dcm4fRKr0q9hW601UbO6kH5lHwAZAccp9N157Bv3I2nXdCyLV8WmcjOiF/Qi7ewWw7FuHEZh54JDi49J3DlNroE5XoNXIP/NPX5zLz/mHr+5l5/CnT4n8s8FhC7/EoDEC/vRJMRQ5ovV2JWthVP1Zqgc3bk6ojbahGhD3kYHU278Duwr1Cf52l/Y+72OS9123BrfloS//wQg6coRKi+6jWfbwTxYa8gb29LVSQm8SPKNk08eax7xm3X+vwrnIPFL/BK/Wccvz2ApP//Z+P85B5e2I0k4uISYdeMBSL36P7RJMRQesgzrUjWwrdwElYMbweP80SUZfg/SxoZQ5NNN2JR7nbRbJ7D2qYN9jbaETe9AysW9hv3c/IuS0y7j1LQ/cdt+xMa3AbZ+DQj7qRMpF3YDkHbzL0rNvodjox7G4z9p/FKH5R76X85/iV/if6pnQDYvTY+U/BgxYgTlypXj888/5+DBgyxdupTJkydTtGhRY5rVq1dTvnx5k0aUTG+99RZLly595PBPuVEoFCQnJ3P69GmT5T4+PuzYsYPXX38dwDjk2P/+9z+TdE5OTmzdupX27ds/0XEfVqJECQYPHszChQu5fPnyU+0rv44ePUp4eDgNGjSgRYsW7Nq1i4SEhKfa54oVK/D19TVpRMnk6OjIkCFDOHr0KLdvZ3XNql27Np06dWLq1KmEhYXl6zhqtdrYU+mXX37B0tLSuM7BwYGxY8eydetW9u/f/1Tnk2/WjmSc24D6/CaTxdpIQxdMpVspLMq9gSbwpPHGAaC5dQh9WiIWfoYeUha+b6BPT0Zz65AxjT45Bs3d41j4NQVAVbwGClsX1Fd3mRxLfWUXFmXqg4XNE4evsHEk5eQaUk+b9jTK7IJs4Vkam0pNyAg4bnzwA6RfPYAuNQGbyoYeQdaVmqBLSyL9ala3Ol1SNBm3/jKmAUg+vJT061nnCKAJv4nSxhGlYwEbCeUaGLLhRV0DM89/c4/f3MuPucdv7uVHZedEzMHfiTm02mR5WvB1w+kV9sGpZguSrhw1NqIAJJzbgzYlAefarQFwqtkCbWoSCeeyhu3SJESRdPkwzrVaG5fZlalG6p2sXrBPzczz/5U4B4lf4pf4zTZ+eQZL+flPxw8obZ1IPPYHSSfWmu43zDBUuoVXGewqNyPtxl/GRhSAlEv70aUmYFe1JQB2VZqhS0si5VLWdxC6xChSrx/FrloLANLvniX42yakXM5Ko9dkAHoUlgWLX+qw3EP/y/kv8Uv8T/13WDZm1ZBiZWXFtGnTCAoKYujQoXTv3j1Hg8nly5epWbNmrttbWFhQr1497Ozsnui4bdu2pUiRIvTo0YN33nmHqVOnsm/fPpKSkihbtiz29vaAoddM5cqV+fzzz2nZsiUTJkxgx44dxMbGUrp0aWMvlaeRORzWmDFj8jXE19PasGEDJUqUoFKlSrRp04bU1FSTeVIK4ty5c9SqVSvP9fXq1QPg7FnT8T/Hjh2Lo6Njvob4Avjxxx+5cOECP/30E4UKFcqx/p133qFJkyZ88803xMXF5f8ECiotgbTtX6O9b9ogZ1nRMA+PNuIGSq9y6KLumG6n16GLvY/K09CNV+lZDl3MPdDrTJLpYgJRehjSqLzKGZY9tC9d9F0UKguU7iWfOHx9agLxa0eTcdv07WDb6m0AUIddx6KwL5rw2w9tqEMbfR+LQmUBsCjsizYqZ/yayDvGNOqgi8StGok+Jc70WNXaok2IRJcU9cTxA3INXvQ1MPP8N/f4zb38mHv85l5+tMnxBC0YQfK1v0yWu7xueEkk9f4VbIpVID30pumGOh3p4Xex8Ta8xGJTvALpD+6AzjT+tLAAbIoZ0igsrbHx9sOqUCkq/PI3NTamUnnxHQp1+OSJ4846gHnn/ytxDhK/xC/xm2388gyW8vOfjh/QpcQTvXIUabdOmCy3r9UOAHXINSyL+pHxIMB0Q70OdeQ9LIsY4rIq6oc6MjDHOagj7mBV2NewSUYK6bdPgVYDShWWhXzwGrAQUJB4ZEWB4pc6LPfQ/3L+S/wS/1P/HZbNS9OQsm3bNmrUqJHjJ/sE8gClS5emXLlyaDQaY0+Q7OLi4nBycsr3cUNDQ3M9bvZJyF1cXNi4cSODBg0iPT2d3377jSFDhtCgQQPmzJljTGdlZcXKlSv59NNPsbe3Z/Xq1XzyySf4+/vz7bffolarC5AzpiwsLJgyZQp37941OXZ+z+tJxMbGcuDAAdq0MdzcfX198fX1Zc2aNY/Z8tHi4+NNhgV7mKurK0COOWUcHByYOHEiR48eZe3atbltarRnzx6WLVvGxx9/bGyYyU3mdZk4cWL+T+AZUhWrgXXjIaiv7UEXfgOFtSP69MQc6fTpyWDtCBjeZtBnn2zJmCYJhbWDIY210z/LEh9Kk/zPesdnEr9lqVo4thxB6oVdaEKvobR1QpeWM35dWhIKG8MxH5VGaZN3XPZNBmLt15Ck3T/zVJPNP0SugWmaf/samHv+m3v85l5+zD1+cy8/dr51KNz5C+JObiPt/hVU9s5oU3L2WtWlJqKyM8SksnNGl5p7GqWtIY1tycooLCyxKVqOsDWTCRjflviTW/Hu9T1Fezy757W55/+rcA4Sv8Qv8Ztv/PIMzp5Gys9/LX4A6zK1cWn7CcnndpARchWlrZPJpOCZdGmJKG2z1YFcfg/SpyUZ02Tn0XMGJX64gGO9rsRtn05G0JVnFr/U4exp5B76pMw9/yV+ib+gXpo5Upo0aWIyh0Wmh3uP/Prrr9y6dYtatWrxzTffUKNGDdzd3Y3r3dzcnqh3gZeXFytW5GzVzxymK5OLiwsjR45k5MiRREREcPz4cdatW8fMmTNxdXWlW7dugGGulwEDBjBgwABiY2M5deoUmzdvZuXKldja2uZoGCoIPz8/hgwZwuzZs3MdwuxR5/Uktm3bhlqtNjakgKF3zowZMzhz5gy1a9cu0H5dXFxISspZ+DNlDh3m5uaWY13Dhg3p0qUL33//Pf7+/rluf//+fcaMGcMbb7zBoEGDHhmLp6cnX375JaNGjaJ169Y4Oj67X6weR1XiNew/XIYuNojU9YYhyFA8om0zs9U1X2kUjz74Qy24BWHlUxf3j/5AE32PuOVDniC2fKR5iP0b/XHuPJmUMxtJ2j+3gBHnJNcg/3E9j2tg7vlv7vGbe/kx9/jNvfzYV6hP2XFbSQ+/S+AvfR4bm/6fHigK5ePjTwu9xa3xbUm5dQZNguGtucSLB1BY2VKow6c82PAjulwabJ6Euec/mP85SPyPSiPxP47E/6g08jvE45h7/kv8j0rz7zyDbcq9TuGR69BE3iNi4eB/wntEfJk9cR+RRq/LGVvioaUknViHXdUWuHb4EiysiN349C+VSB1+VBq5hz6Ouee/xP+oNBL/47w0PVLs7e0pWbJkjp/sk4efOXOGOXPm8MknnzBjxgzUajVjx4412U+NGjVyDAmVSavV0q9fP/7880/jMgsLi1yPW7x4cWOaBQsWsHPnTuP/vby8aN++PcuXL6dq1aocOmQYn23dunWsWrXKmM7V1ZWWLVvy66+/0rJlS2O6Z6F///6UL18+zyG+8jqvJ7Fx40YAOnToQMWKFalYsSK//PILYJiLpqBq166dY76Z7E6eNHR3zGuIttGjR+Pk5JTrEF/p6ekMHz4cZ2dnfvjhBxSPq0TA22+/TbNmzf69Ib4AyypvY9/3D3RxISQv7oo+NRYwtJpmtqRmp7B2yHq7JS0BhbV9LmmyWnCNra9WpvtS2Bj+r097ui+gbGt1wGP4JrSxwUTNeAddsiF+XWoCSpuc8SttHI1v3ujzkSYrYAVOnSbi8t4PpJ7ZQOySAU8Vd3ZyDV7sNTD3/Df3+M29/Jh7/OZeflz9u+I7cQ8Zkfe5+VVztImGHqTalPhc36ZU2jqhTYk3pEnOPY3KzgltsiGNLiWBhL//NDaiZIo/sxOlpTW2xSs8Vfzmnv+vwjlI/BK/xG++8cszWMrPfzl+APs6nSjy+TY00cGEft/WOKeFLiXBeJzssvdC0aUk5NpzQJFbHcAwX0ra9SPErP2axKO/49J6OKie7n1oqcNyD30a5p7/Er/E/7RemoaUx4mNjeXTTz+lQYMG9OzZk0KFCjF+/Hj+97//sXLlSmO6rl27cvPmTfbt25djH1u3buXIkSMmjTP5cfHiRX799Vc0Go3JcqVSiYODg7FHTEBAALNnz861t4WTk5NJz5mnZWFhwdSpUwkMDGTx4sXPbL+Zrl69yrVr1xg0aBCbN282/mzZsoWGDRuyZ88eYmNjC7TvXr16cfPmzVznWklOTmbOnDk0aNAAHx+fXLd3cHDgu+++49ixY2zdutVk3XfffUdAQAAzZ858ojlpJkyYgEajYdq0aU90LgVh5T8I23fnor3/N0kLOqJPjDCu00XeRulWynQDhRKlWwl0kYaJyLRRt1G6lsjR0qp0L4Uu4p80kYaxNVXupvtSupVGr0lHF3O/wPE7NB+Ka99FZNw5TeS0tugSwo3rNOEBWHiWyRG/yqMEmgeGcfPV4QGo3HPGb+FVxpjGELwlbv2X4th8KIl7Zxke/DptgePOTq7Bi70G5p7/5h6/uZcfc4/f3MtPoQ6fUHrUSpKuH+fG6DfQxD4wrksPuYFNkbKmGyiVWBcqTVrQNQDSQm5gXah0jviti5QlLdiQxrZMdTxaD8p5jla2AKjjIwscv7nn/6twDhK/xC/xm2/88gyW8vNfjh/AufXHFBr8G+kBpwid3BJtfFYdyHhwE0uvnHXA0qMkGaGGSenVD25h6VkyxzlYFiqD+p80lkXL49iwe45jp9+7gNLKBpVDzpE78kvqsNxDn4a557/EL/E/7TMAXqKGlLS0NCIjI3P9ycjIYMyYMWg0GqZOnWrsZdCmTRvatWvHDz/8QECAYVKvBg0a8N577/HJJ58wf/58AgICCAgIYP78+XzzzTf06NHDZKJzrVab53EzG0SGDBlCcHAwffv25ejRo4SEhHDu3DmmTp3K+fPn6d27NwC9e/dGqVTSo0cP9u3bR3BwMJcuXWLevHls3br1scNMPaly5coxbNgw7t8veEE4fPhwjp/w8HA2btyIra0tffr0Mc6NkvnTv39/MjIyjD1WnlT16tUZPXo0X331FdOmTeP69euEhISwb98+3nvvPdRqNVOmTHnkPho0aMC7775rcu7btm1j7dq1DBs2jEKFCuV6TfPi4eHB119//VR5mR9Wdbpj22Yc6svbSF76ATw0bp8m4BAWpeuhsM/65ciiXGMU1g5obhl6NGluHUJh44hFuTeMaRT2bliUet2YRnv/DPr0ZCwrv2Wyf8tKrdHcPQHanL2Y8sOuYS+cO00k9e/NRM3qnKM1N/3qAazK1UfpkNVoaF2xCUobR9KvHvwnzUGUtk5YV2xqTKN0cMeqbD3S/kkD4PrhXGyqv0Xc2jEkbBhXoHhzI9fgxV4Dc89/c4/f3MuPucdv7uXHo9UAivX5kdij6wgY3ybH8FoJ5/biULkRFk4exmVONVqgsnMk4dxeYxqVnRNONVtmnaOTBw6VGhrT2JasQsmP5uBYranJ/t0adiU9PJCM8LsFit/c8/9VOAeJX+KX+M03fnkGS/n5L8cP4PRGHzzem0zSqY2ETnsnRw+A1MsHsC3vj9Ix6/cguypNUdo6knJ5PwApl/ejtHXCrkrWEO1KRw9s/RoY01iXroFXv3lY+9Qx2b9d5SZo4h6gTSjYCyVSh+Ue+jTMPf8lfon/aZ8Bxrieeg/PyK5du9i1a1eu60aNGsX//vc/FixYkKNXxzfffMPff//Np59+yrp167CysmLChAlUq1aNtWvXsnjxYjQaDWXKlGH8+PF06NDBZPsHDx7kOdfGBx98wLhx46hQoQLr1q1j7ty5jBkzhtjYWOzt7alTpw5//PEH5cqVA6Bw4cKsW7eOOXPmMHnyZCIjI7G2tqZatWosXryY11577RnklKl+/fqxd+9eLl26VKDt+/fvn2PZt99+y7Zt22jXrl2uvTrq1q1LpUqVWLt2LX369MnX8FkP+/DDD6lUqRJLliyhb9++JCUl4e3tTatWrejTpw8ODjm7dD3s888/5+jRo8b/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/j8fgX6PUjqsNxDM/0X81/il/if9hlgcj56fQHuwkKIx4ofW9Tk/5a13sOu0095pk9ZPwL12bUoC/lh2/ZbVCVqo89IQn31T9J2fgsZyVmJbZyxbTsey4otQaFEc+80aTvGo4u6nZVGocD6jY+xeq07Cns3dBG3SNv7PZqbB3Me/B/Ok0ONn0MGuZqss6v/Aa49Z+e5beyyj0g5vhqLohVw7jIZK5866NOSSDu/k/gNX6NPzxryTmHnjHPnSdhWawtKJRm3TxK/biyacEPPMtdev2L3+nt5HuvBl1XRRgflus57XtaQc3IN/v1r8Crlv7nHb+7lx9zjN/fy83c7lck692a9KTV8UZ7bBv7ch+j9y7ApUYni/X/CoUJ9tCmJxJ3cQvCSUehSs/JfZe9CsX7TcXm9PQqFkqRrfxG06BPSQ7KGJLBwKYR3j+9wqtkCCycPUu9dJmzNJOJPbs3t8ADU2pY1ZIG55//D8b8K5yDxS/wSv/nEL89gKT//5fhvf5jzpU7Hhj3w6vdrnttHLBxI4tGVWHlXxP2D77EpWxddWhLJZ7cT/cdY9GlZdUBp54J7tynY13wLFErSbp0getVo1A9uGdOonLxw6zwOu6otUNq7kRF8mditP5BybmduhwfAZ1nWMaQOyz00L/+F/Jf4Jf6nif9xpCFFiOckty9BXnaPevibi0f9AmAOzP0avEr5b+7xm3v5Mff4zb38PNyQYg4e1ZBiDsz9/gPmfw4S/4sl8b9Yr9LvEOae/xL/v+9xDSnm4FENKebgVarDkv//vlfpHiTx//uepCHlpRna67/i22+/ZdOmTY9MM2fOHOrXr/8vRSSEEEIIIYQQQgghhBBCiLxIQ8q/bOjQoXz44YePTOPl5fUvRSOEEEIIIYQQQgghhBBCiEeRhpR/mZubG25ubi86DCGEEEIIIYQQQgghhBBC5IPyRQcghBBCCCGEEEIIIYQQQgjxspKGFCGEEEIIIYQQQgghhBBCiDxIQ4oQQgghhBBCCCGEEEIIIUQepCFFCCGEEEIIIYQQQgghhBAiD9KQIoQQQgghhBBCCCGEEEIIkQdpSBFCCCGEEEIIIYQQQgghhMiDNKQIIYQQQgghhBBCCCGEEELkQRpShBBCCCGEEEIIIYQQQggh8iANKUIIIYQQQgghhBBCCCGEEHlQ6PV6/YsOQgghhBBCCCGEEEIIIYQQ4mUkPVKEEEIIIYQQQgghhBBCCCHyIA0pQgghhBBCCCGEEEIIIYQQebB40QEI8aqKH1v0RYfwxJwnhxo/hwxyfYGRFJz3vFjjZ7kG/77s+X+lq80LjKRgKq1NM36W8vPvy15+zD1+cy8/f7dTvcBICqbWNq3xs7nnvznGD+Z/DhL/i5U9/qgRni8wkoLx+DnS+HllfcsXGEnBfPCX2vhZnsH/vlep/pp7/Lc/dHiBkRScz7Ik42dzPIfs8Zv7Pcjc4zf3Oizx//tepfgfR3qkCCGEEEIIIYQQQgghhBBC5EEaUoQQQgghhBBCCCGEEEIIIfIgDSlCCCGEEEIIIYQQQgghhBB5kIYUIYQQQgghhBBCCCGEEEKIPEhDihBCCCGEEEIIIYQQQgghRB6kIUUIIYQQQgghhBBCCCGEECIP0pAihBBCCCGEEEIIIYQQQgiRB2lIEUIIIYQQQgghhBBCCCGEyIM0pAghhBBCCCGEEEIIIYQQQuTB4kUHIMR/ikKB1Wvdsar7IUq3kuiTo1Bf3U3a/mmQngSA0q0UNm0nYFGqDnqdFvXlbaT9Ocm4HgArO2xafYVlpTYorOzRBJ4gbcd4dFG3TQ5nVb8vVvX6oHQqjC4igLS936O5eeCp4rfz74VD476oPEqiS4wi7eJOErZNRZ+WCIDKszTOXSZjXbYeep2G1L+3kLBpvHE9gMLaHqcO47Gt0Q6FtT0ZAceJXzcWTXhAVhobRxzbjsK2+lsonbzQRt0j+fASkg8vAb3+qc5BrsELvAYKBa7N+uLWYiCWhUqjjY8k8cw2ItZORJdqiM+qUBkK9/oRu/IN0Gs1JJzYSPjKL43rAZTW9hTqPgnHuu+gtHEg5epRHiwbRUbYrVwPq7RxwGfa3yRfPUzo3P4Fi/2f+KX8vNjyY+7xm3v58Wg5AM82g7AuXAZNfARxJ7cSunK8sX5aF/GhWL+fcKjoDzoNsUfXE7x0tGn9tbHHu9dUXOt3RGnjQNKVIwQt+oT0kJvGNI7VmuL73Z4cIcSd3sHtb98ucPxmnf+vwjlI/BL/U8ZvU68nNv69UbmXQpcYScblP0nZ9T36zPg9SuPwzkQsfF4HrYb0C1tJ2fqtcb0hMHvs243DutpbKKztUd8+TvLmr9BG3M71sFaVWuDUfyVRIzwLHvs/8Zdr359yHQfhULQ0abERBB/ZxsVFE9CkGO6RDt4+1Bo+Da9q/ui0Gu4f2MC5uWOM6wEsbO2p8dEUir/RAQtbByLOH+HvmZ+ReD/rHqqysaNq33GUaNIJayd34u5e4cL8cYT/ffCp4pdnMFJ//6vx/3MOTm/0walpfyw9S6FNiCT53A5iNk4ylnELrzJ4dJuKjW990GlJOr2J6DVf56gD7l0nYl+7PUobe1JvHCN61WjUD7L+jlHaueDWZTz2NdqitHUk7fYZYtaNI/3u2f90/OZ+DzL3+M26Dkv8Ev/TPgP+8Ux6pPTo0QM/P788f2JiYmjcuDE9evRAp9OZbBsaGkrdunX58ccfTZbv37+fPn36ULduXWrUqEHHjh1Zu3Yt+myVftasWY887p9//mlMe+fOHUaOHEm9evWoXLkyTZo0YcKECURFRZkcNzw8nC+//JKGDRtSuXJl/P39+fzzz7l///5T5Un58uWpUaMGnTt3Zu/evcZ0o0ePzhF3tWrVaNeuHWvXrjWmO3nyJH5+fgQHB5sc5/79+0yYMIFmzZpRtWpVXnvtNXr16sXu3btN0m3cuDHHcSpUqMBrr71G7969uXr1ao5zuHPnDl988YUxL5o0acLXX3/NvXv3TK6Tn58ft2+bFtrVq1fj5+fHmDFjTJar1WqqV6/OokWLaNKkySOvX48ePYx5OXr06FzzefTo0cZ0wcHB+drf6NGjqVSpEleuXMmxv8x8el6sGw7Bpt0k1Df2k/x7H9KPzMOyZmfsui0yJLBxwr7fOhQOHqSsH0Ha7slYVW2P3fvzTfZj9+5cLCu/RdruyaSs/xilU2Hs+60DG2djGqsGA7Bp/Q3qs+tIWdkPXew97HosRVWyToHjd2gxHJf3fiDt8h5i5nUnad9s7Oq+h9vAZQAobJ3wGLkVlZMnscsGk7D5W+xqd8St/xKT/bj2WYhtzfYkbJ5A7NLBqFyK4DFyKwq7rPjd+i3Brl43kvbNJWZuN9Iu/onzu/9n776jo6j+Po6/t6V3QgIkQOgdKQKGotI7CAhWUBF+inQBFUGKShFpUgQBAVGK9KrSO0iX3msgENJ7svX5Y2DDkgQhgHkGvq9zOMaZuzOfmb0zd2bvlO/wbNovx/lBvoO7cus78G/Vj/ydJ5J4+C/Cvu9A1JoJeL/8DgX7LQJA6+ZN4aHr0XkHcGNqF24vHIJ3zfYE953vMJ2g3r/g9VJbbs//ihtTPsTgV4CQoevRuvtkOd98732PU0DhHOe+S+qPIrfqj9rzq73+BLYbQKGPJxF/8A8ujmhLxIpx5KnbkWIDlwKgc/em5IhNGHwCuDLxA278Mgjfl9+g6Oe/O0ynSP/5+NZ6nRu/fMmVCe9jyFOAkiM2o7tn+3Ur+gKW5HjO9K/p8O/6z/1znF/t6/9ZWAbJL/kfJ79rvZ64txuN8dQmEn7uROrWH3Gu1gHPznMApQ3w7r4cjWdekub3IHnttzhXboPn+z87TMez03ScK7Ukee03JM7vjtY7H17dV6Jx9c40T0Pxmnh0/CnT8Jwo+25/Xvz0B8L3/MGOL9pxeuEEijZ9l5dHKud8Bg9vGkzegItfIHu/7cw/0wdTuEEH6ny70GE6tYb9SqF67fhn2iD2fvMBbnmDaDB5I06ePvYyNT6fRsm2H3Pm90ns+LI9KRFh1Juwjjxln99jCLXXf8mfu/kBfJr1xb/jOFKO/sWtH94k7s9JeNZ6i3w9lfMUrZs3Bb5Yh847gNszPyJ6yVA8arQjX/d5DtMJ7DYbj+ptiFkyhNsz/ofetwAFvvgDrZuPUkCjIV+f33Gv3IzoJUO4NfkdsJgo8MUfGAKLPbf51b4PUnt+tW/Dkl/yP24bcNcTuyOladOmDBo0KMtxvr6+jB49mg8++ICff/6Zrl2Vq4FNJhN9+vShSJEi9O3b117+u+++Y8GCBXTr1o3PPvsMFxcXdu/ezciRIzl58iTDhw+3l82XLx9Lly7Ncr7e3sqKjIqK4u2336Zu3brMmjULb29vLl++zJgxY+jYsSOrVq3CyckJo9FIp06dCAkJYdKkSQQEBBAeHs6kSZN46623WLNmDX5+fjlaJzabjeTkZGbNmkWvXr34/fffqVixIgCVK1dm8uTJ9s+lpaWxbNkyvvrqK7y8vGjSpEmW09+3bx+ffPIJVatWZfjw4YSEhJCcnMzmzZvp378/ly9f5uOPP3b4zK5du+x/WywWLl++zMiRI/nwww/ZtGkT7u7uAOzevZvu3btTq1Ytxo8fT4ECBbh27RqzZs2ibdu2TJkyhdDQUKpXr45Op+Pw4cMUK5bRKO7cuZP8+fOzc+dOh/mfOHGC1NRUateuTdu2bbFYLAAcOXKEnj17smTJEvLnzw+AwWB46HUNkD9/foflu2v9+vV88803NGzY0D7MbDbzxRdfsGzZMpycnB5pPjmm0eD8yicYD/xG+oZRAFgu7sSWEovbW9PRBVVEX/xlNG6+pExpjC0lBgBbwk3c35+PrlA1LNcOoCtYFUOZRiTPfQfzOeWqsuQr+/Dsvw/nl94jfdsk0LvgUq8Pxl0/kb51orLM57bi/vFqnOt9SsqcN3OU37NRb5J3ziVh5dcApJ/ZjjUpBr+uszEUqoRzmbpo3X2JHPEK1mQlvyU2HP+eS3AqVgPjxX04FamG6wtNiZrcnvSTmwAwXthL4Lf/4P5KF5L+HIehYEVcyjcgesb7pB1epczr7A40bj54NOpF4h9j5TtQ43eg0eDfuh+xm2Zxe+FXyno7vgVLYgwF+/6GS9EqeFSsj97Dj0ufv4QlMRoAU/R1Cn+5GtdSoaSe3YtriRp4vdiCqyNbkfSPcsV6yundlJh6Br9GHxG14juH2XpUboxXaDssyXGPnvm+/FJ/crf+qD2/2utPvnafEfnXDMLnKcc2iUc3Y06IoejnC3ErXhWvSg3QeebhVJ8XsSQo268x+jolhq3DvUxNkk/vwb3US/jUaMn5Yc1JOKRc8JJ0ciflZ10kb/Nu3FqsrBvXIpVIuXKM5LP7Hj1rNvlVvf6fhWWQ/JL/MfO71u9J2p55pKz9FgDTuR1YU2Lxem8m+oIvYCj1Klo3X+LG1sd2pw2wxt/E+6NF6ItUx3x5P/qQF3Eu34T4n97EdHqzMp2Lf+M35BAutTuTunGCMjtnd1zr98a1fk9saQmPnjeL/GXfGcCFVTP5Z/pgAG4d3IIxPpra3yzAr3RV8lerj7N3Hv78oDrp8co+NPX2deqOX0veCjWJPL4H//IvEVynJVs/bUH438qFc7eP7qL10vOUaPsxJ38Zjc7JhcL1O3Dy1+84u1g5x4w4vE0p0+Z/RJ/an6P80gbL9vvc5r+zDD7N+5KwdTYxS4YBkHpqG5akGPJ1/wXnkMq4lq+HzsOP60NqY01StmFL7A3y91uBS4mXSDv/N87FquNeuTk3x7Uh5ZhygW3quT0UHnsCr/pdiVvzPS4la+FaqhY3x7cj5aiynaed20PIlKt4vtzRPv/nLb/a90Fqz6/qbVjyS/7HbQPu8cTekeLi4kLevHmz/KfRaAgNDaVz58788MMP9rsfxo0bx5UrVxg/fjx6vdKns337dmbPns24ceP4+OOPKV26NCEhIbzzzjsMGzaMRYsWceTIEft8dTpdtvO9+wP5X3/9hdlsZuTIkZQrV47g4GDq1KnDxIkTuXTpkv3H/t27d3PlyhXGjBlD5cqVCQoKolq1akydOpWEhATWrl2b43USEBBAkSJFGDp0KC4uLg7TMhgMDrkLFixInz59CAkJYc2aNVlOOykpif79+1OrVi1mzJhBrVq1CAoKomTJknTr1o1BgwYxZcoU4uPjHT5373zy5ctHaGgoQ4YMISYmhr///huA+Ph4+vbtS6tWrZg6dSrVqlUjKCiI0NBQZs2aRZ06dRgwYAAJCQl4enpSvnx5Dh/OuEXTZDLx999/061bNyIjIzlz5ox93MGDB/H396dUqVL4+fnZs9zt9Lp3mI+PzyOt76zqQmRkJN9//z1NmjShU6dO9rL58uXj8uXL/Pjjj480j8fi7InxyDJM/6xwGGyJVG7B1PqFoC/xKuYr++w7DgDz+e3Y0hLRl6oHgL7kq9jSkzGf324vY0uOwXx5L/pS9QHQFayMxtUH06k/HeZlOvkn+qI1Qe/yyPE1Lp6k7Pud1AOOHZd3b+HV5y2CS7l6GC/stTf8AOmntmBNTcClvNKR5VyuHta0JNJPZdxWZ02Kxnh+j70MQPKOuaSfyVhGAHPEObQunmg9c/hoBfkOlNWQS9+B1tWLuJ0LiNvleHV6evhZQHmkl8cLDUk+s9veiQKQdHQTlpQEPCsrncoelRpiSUsi6egmexlLYhQpp3bay9jn6e5DgY9+JGL+l1iSHfeHj0zqj7Iacqn+qD2/2uuPzs2LmK2/EbPd8crotOtKG++crxheVRqRdHKXvRMFIOHIBiwpCXi/2BQAryqNsKQmkXAk47Fd5oQokk7swLtqU/swt6IvkHrp6CPnzJbK1/8zsQySX/I/ZhuWfnAJ6YeXOeaPUNoArX8RnErXxXRpn70TBcB0ZivWtEScyjQAwKl0XWzpyZjOZDziypYcjenCHnsZAOeX3sUl9F2Sl31O2s5Zj5z3fgZ3Ly6vn8+VDYschsdfVY6BPIOKkr9GI24f3WXvRAG4uX8jpuQECtRUjm/y12iIKSWJm/sznnCQHhfF7X92EBSq7EO1Bic0Wi2m5IwOIJvFgik5Hmevh78o8F7SBsv2+1znRzmPSdy9iKS/FzsMN91UtmF9QFHcyjcg7eweeycEQMrxzVhTE3Cr2BgAtwoNsKYlkXJ8s72MNTGK1DO7cHuhEQDplw9z/et6pJzIKGMzGwEbGsPzmV/t+yC151f9Niz5Jf/jnofd4z992XyfPn0oUaIEn332GVu3bmXu3LmMHDmSAgUK2MssXLiQ0qVL06BBg0yfb9GiBXPnzn3kRy9pNBqSk5M5cOCAw/BixYqxbt06XnrpJQC0WmV1bNu2zaGcl5cXq1evpnXr1o8036zc7TB6mLsgdDpdtuX++usvbt++zeeff57l+LZt27J+/Xp7B8WDODs7O2RbtWoViYmJ9OnTJ1NZjUbD559/TlRUFOvWrQMgNDTUoSPlyJEjmM1mWrduTUhIiMNdKQcPHiQ0NBSNRvOvuR5XYmIivXv3Jn/+/IwYMcJhXKFChejWrRszZ87kxIkTTz0LAGkJpK39Css1x3poKKucGFlun0UbUAJr1CXHz9msWGOvocur3PGjzVsCa8xVsDk+Js8acwWtv1JGF1BCGXbftKzRl9Ho9GjzPPojjmypCcQv/gLjRcerg10rNQPAdPMM+nwlMUfc93xpmxVL9DX0gcUB0OcriSUqc35z5CV7GVPYMeIW9MWWEuc4rxeaY0mIxJrk+Ei+hybfAZB734E1JZ5bc/qRenavw3Cvasr7DtKvn8I5qFTm95zYrJhuX8GpgLJOnYNKYYq4nCm/8dZFe5m78neeQPr1s8RufPwfQaT+5G79UXt+tdcfS3I8YTP6kHx6j8Nwn5eUY6PUaydxCS5Devg5xw9araRHXMYlSDl2cylYhvRbl+C+R72m3byAS7BSRmNwxiWoFE6BIZT54RCVl6dS/udLBLb59JFzZ8xA3ev/mVgGyS/5H7MNS17+JebLjndTOFVQOg8sN8+gCyyBJTJzG2CNvoouQNm/6wJLYom+kim/JeoyuoCMu+uNJ9YT83VV0vY4PtImp0xJ8Rya0JfI44770IIvK8dAcZdP4RVSmoQwx2Mgm9VKUvgVvAqVBMC7cGmSwi9ju28fmnj9Ip53ypiSE7j0xzxKd+iJf/mXMHh4U/qtPvgULc/l9QtylF/aYNl+n+v8KOcx0fMHkHb+b4fh7lVbAmC6cRpDgVIYb11w/KDNiinyKob8Si6nAqUwRV7JtAym25dwyqdswzZjCukX94PFDFodhsBiBPxvJqAhceevz2V+te+D1J5f9duw5Jf8j3sedo//tCPFycmJsWPHEhYWRo8ePXj33XczdZicOHGCKlWqZPl5vV5PaGgobm5ujzTf5s2bkz9/fjp27Mhrr73G6NGj2bRpE0lJSRQvXtz+OKu770/57LPPaNy4McOHD2fdunXExsZSpEiRh+qUeJDY2FhGjhxJWloajRo1yrZcUlISM2bM4OLFizRt2jTLMvv37yckJISgoKAsxzs5OWU77l5hYWF8//33FChQgGrVqgFKR0iRIkWyfYxZ/vz5KVy4MIcOHQKU9XblyhViYpSew127dvHiiy/i4uJC7dq17R0pVquVw4cPU6tWrX/N9SQMHDiQyMhIJk+ejIeHR6bxH330kf09Lkaj8T/JdD9dcGWcX+mO6fQGrBFn0Th7YktPzFTOlp4Mzp6AcjWDwwsz7WWS0Dgry6lx9rozLPG+Msl3xns+kfyGkKp4Nu5D6tE/MYefRuvqhTUtc35rWhIaF2WeDyqjdck+l3u9j3AuVYek9RNz/oK0LMh34Fjmv/4OXItXw/+1/iQcXEt62Cm0bt5YUzJns6QloXNV1qnWzRtLahb5U5PQunnZ/9+zWis8X2xB+PSPM5V9UqT+OJb5r+uP2vOrvf64laxOvtc/J27fGtKunUTn7o0lJfMjcKypiejubJs6N2+sqVmX0d7Zxl0Ll0ejN+BSoAQ3fx/JhWHNid+3mqD3v6NAx2+eSHZQ//p/FpZB8kv+x6EvXAW3+r1IP/EXlltn0Lh4ObyQ9975alzuZHPxwpaWTf572gBr9BUwpT6RnNnJU7Y6ZTt+xvWda4i/dBInd2/MyZn3j6aURAzuyjo1eHg73Glyl/meMgD/TB9MasxtGs/YSYcNUVTt+T1HZwzl2pasH4mdE9IG31tGtt/nLT+Ac9EX8Wn+KclH1mG8cQqta9b7IGtaIlrXe7aBLI6DbGlJ9jL38u80gUJjjuIZ2oG4teMwhmV+z+vzml/t+yC151f7Niz5JX9OPbF3pKxZsybTC84BGjRo4PAi+SJFilCiRAmOHz9uvxPkXnFxcXh5eWUanp3w8HAqV66cabivry9btii3u/n4+LB8+XLmzJnDhg0bmDNnDnPmzMHFxYX//e9/dO/eHVA6H+bPn8+8efP466+/WLhwIQsWLECv1/PGG28wcODAR3pvx73rxGKxkJ6eTlBQECNHjrS/HwWUuzTuLoPNZiM1NZU8efLQv3//bDtcoqOj8fX1dRh25MgROnfu7DBs+PDhtGrVyv7/964rk8mEwWCgdu3ajBo1yt5BFR8f/6+P1fL19SU2NhaAKlWq4OLiwpEjR6hfvz47d+6kZUvlyobatWvz+++/k5KSwrVr10hISKBmzZoPnHZWsqtfRqMxy463OXPmsHHjRr7//ntKlCiRaTwoHXOjRo2iXbt2TJ061eE9Pf8FXaFquL/3C9bYMFKX3pm35gF9m3d7XR+qzL/c8XNfD25OOBWrQZ5PFmGOvkrcvO6PkO0hytzH/dWueL8+kpSDy0na/OQexybfwcPnehrfgWupUAp/vhzj7SuE//g/ZaA2+2y2O9k0D8p/5wpNnac/Bf43hYjfBmKKuvZE8t5P6s/D53oa9Uft+dVef9zL1KT4kNWkR1zmyg+d/zXb3aunNQ/Yxu/mSgs/z/lhzUk5fxBzgnLVXOKxLWicXAls049by77HmkWHzaNQ+/oH9S+D5H9QGcn/b/RFquPVdT6WmGskLej1ENls/57tCW2bDyNvhZq88v1KksMvs3dEF2Xgg46BHmYfeqeMs29emszag9ViYvfw90iNvEH+lxpTofNgzGkpnFk08bHzSxv8oDKy/f4btecHcCnxEvn6LsEceZXbM7vdiffv2+fDbOf3Stw+l6S/l+BWsRG+bQaB3onY5Y9/UYna86t9H6T2/GrfhiX/g8pI/n/zxDpS6tWrR//+/TMNv//ukWnTpnH+/HmqVq3K0KFDqVy5Mnny5LGP9/PzIy4u7qHnGxAQwK+/Zr49UHvfDt7Hx4e+ffvSt29fbt++zd69e1myZAmTJk3C19eXt99+G8DeufK///2P2NhY9u/fz8qVK5k/fz6urq4MGDDgobPdu060Wi0eHh6ZOj8Aypcvz9ixY+3l3NzcHNZJVnx8fAgPD3cYVrZsWVauXGn//0aNGmE2mx3K3B0fHR3NxIkTiY6Opk+fPgQHB9vL+Pr6cu7cfY/muE9CQoL9M05OTlSpUoXDhw9TqVIlTp8+zejRowGoXr06AIcPH+by5cuUKFGCwMDAB047K9nVr7Fjx2aqL0eOHGHcuHG8/fbbDp1IWSlVqhTdu3dnypQpWT5O7mkxVGiF6+sTsEZdInnuO9hSlU4pW3qivSf1XhpnD6wJt5T/SUtA4+GfRZmMHlx776uTB6RlvBfi7tV4j/vSTNeqbfB9byrm2xeJmvQ61mQlvzU1Aa1L5vxaF09McUp9taUmoPMKyLJMpqtbNBq82n6NZ8MepOxfQuzcbo+V+17yHeTud+AV+jpB3WdiDD/P1ZGtsCQpd7RZU+LRumbOr3P1xBxzAwBLSjzO3lnkd/PEmqKs6/xdJ5EedprYLXNBq7tncTTK/1stj5Vf6k/u1h+151d7/fGt3YGQPrNJCz/H+aHNsCQq268lJT7LqxG1rl4Yo5X1b0mOR++Tef3r3Lzs7zGypiTYX0R/r/iDf5C3cRdcC5Z5rJfQq339PwvLIPkl/+Nwqvwanm9NwhJ5kfif3sSWEmufbpb5XTywxt+8UyYxy+fDa1w8n8xL5R9C4frteWnwzyReO8+WT5tjTFD2oaakePRumfehBncvUiOVYyBjUjxevpnPpfTuXhjv7EOLt+yMe75CrO5QhsTrymN6Ig5vR4OGSh9/y6U/5tnnmRPSBsv2+zznB3Cv3o6ArtMx3brAzbGv2d9pYU1JsM/nXlpXL0yxN+1lDFlsA5qstgGU940ApJ3Zic4zDz5NexO7apTy2KznNL/a90Fqz6/2bVjyS/7H9cQe7eXu7k7hwoUz/cubN+NA9eDBg0ydOpVPP/2UCRMmYDKZ+PLLLx2mU7lyZYf3bdzLYrHQpUsX/vor4+Rar9dnOd+CBQvay8yYMYM//vjD/v8BAQG0bt2aefPmUbFiRbZvV15Us2TJEhYsyHhurK+vL40bN2batGk0btzYXi4n66RgwYJZdqKA0nlzb7l/60QBqFq1KleuXOH27dv2Yc7Ozg7rICt3x1WpUoWffvoJjUbDhx9+aL+75O60L126ZH9U1/0iIyO5fPmyw50goaGh/PPPP+zevZu8efPa32Pj7u5O5cqVOXDgAAcPHszxY72yq193H8t2V0xMDH369KF06dIMHDjwoabdtWtXe/n/4hFfTrU/xvWNH7FcO0TSjLbYEjO+Q2vkRbR+IY4f0GjR+hXCGqk8M9kSdRGtb6FMPa3aPCFYb98pc+f50Lo8jtPS+hXBZk7HGpPzK/Q9GvbA98NZGC8dIHJsc6wJEfZx5ogL6PMWzZRf518I8y2lc84UcQFdnsz59QFF7WWU8Ab8us7Fs2EPEjdOJnb2/x77x++75DvI3e8gT8s+BPeeR8q5fVwe2gBz3C37uPTw8zjlK+b4AY0WQ0AI6TeUlyEaw89jCAjJlN8psJi9jPdLbXEv/wrlFiZRblEy5RYl4xRQGJ9X3qXcomTcyr6c4/xSf3K3/qg9v9rrT2CbTykyYD5JZ/Zy9otXMcfes/3eOItL/uKOH9BqcQ4sQlrYaQDSbpzFObBIpvzO+YuTdl0p41q0Ev5NP868jE6uAJjiI3OcX+3r/1lYBskv+R8nv2vdT/Ds+BOmKweJn9wK2z1tgOX2RXT+RbLIXxhLxLk7ZS4oz8e+L7/Ov4j9xfVPU5m3+lJr+G9EnfibjZ/UJS06Yx+acO0cnsGOx0AarRaP/CHEXz0DQOK1c3gUCMmU3zOoGAlXlDLu+QqTGhNh70S56/Y/O9E5OeMZfN9++hFIGyzb7/OcH8C7aS8Cu80h/cJ+wkc2xhKfsQ0Yb53DEJB5GzD4F8YYrpyjmG6dx5A38z7IEFgU050yhgKl8azzbqZ5p189itbJBZ1H1o9gfx7yq30fpPb8at+GJb/kf9w2AP7Dd6TExsbSr18/atWqRadOnQgMDGTYsGFs27aN+fPn28t16NCBc+fOsWnTpkzTWL16NTt37nTonHkYx44dY9q0aZnuzrh7l8jdjosLFy4wZcoUkpIyP3PNy8vroTo4/istWrQgT548jBkzBlsWzzi8efPmv07D1dWVsWPHEhUVxddff20f3rJlS3x9fe13ydxv7Nix+Pr60qJFC/uw0NBQTp06xd9//52ps6R27dqcOnWKQ4cO5eixXg/LZrMxYMAA0tLSmDRpEk5OTg/1Ob1ez+jRo7ly5Qo///zzU8sH4FT9XVybDcF0Yg3Jc9+B+57bZ76wHX2RUDTuGQcX+hKvoHH2wHxe6cgzn9+OxsUTfYlX7WU07n7oQ16yl7FcO4gtPRlD+RYO0zeUa4r58t9gyVmHkVud9/Fu9w2ph1YSNfn1TL256ae24FSiJlqPjG3FuWw9tC6epJ/aeqfMVrSuXjiXrW8vo/XIg1PxUNLulAHwfe9HXCq1IG7xQBKWDclR3qzId5C734Fvgy7k6ziahL1LuTaiZaYrZ5KPbsKtbB10nhlXGni80ACdqydJR5V2IenYJnRuXni80NBeRufpj1vZ2iQdU8pc/KJmpn+mmHASD63j4hc1SbuUdYf9v5H6k7v1R+351V5//Jv8j+DO3xO7awkXhjXL9HithCMb8Sj/MnqvjO3Xq3IjdG6eJBzZaC+jc/PCq0rjjGX08sejXB17GdfCFSj8yVQ8X6jvMH2/Oh1Ij7iCMeJyjvKrff0/C8sg+SX/4+R3qdkJ99bDMf6zioSf3sj0LH/j2a0YitdE457RBhhK10Xr4oHxzDalzJltaF08MZSud0/+PBiKhdrLPC3FW3elSs8xXN2yhK19m2d618nN/RsJqPQyzj4Z+9D81RticPfk5r5N9jIGdy8K1Mh4/LOzjz8Blepwc/+d/ezVs7j45LW/fP6uvBVrYrVYSL51NUf5pQ2W7fd5zg/g9Wpn/N8cSdL+5YSPfS3TeUzqiS24lq6N9p7zGLcK9dG6epJyYjMAKSc2o3X1wq1CxtMwtJ7+uJaqZS/jXKQyAV2m41ysusP03crXwxx3C0tCzi4oUXt+te+D1J5f7duw5Jf8j9sG2HM99hTuSEtLIzIy6x2it7c3AwcOxGw2M3r0aOXRKkCzZs3YsmULY8aMoUaNGhQvXpxatWrx5ptv8umnn9K9e3fq11d2EJs3b2bq1Kl07NiRqlWr2qdtsViyna+rqyseHh50796dt99+mw8//JCuXbtSpEgRbt++zfr16/nnn3/sd8V88MEHrFu3jo4dO9K9e3dKly5NbGwsu3fvZvXq1fz0009PanU9Ni8vLyZMmECPHj344IMP6NSpEyVKlCA5OZktW7YwZ84c8uTJk+37Qe4qXbo0Xbp0Ydq0abRs2ZJ69erh6enJxIkT6datGwkJCbz//vsEBQVx48YN5syZw969e5k6darDu2zKlSuHwWDgzz//5JtvHJ95Wbt2baZPn47JZLI/6utp+Omnn9i9ezffffcdBoMhU73Q6XT4+WV99UOJEiXo2bMn48ePf2r5NB55cWk2HGvMNYx756ArUMFhvDXmCsZ9v+AU2hn3D34nbcs4NG5+uDQZhOnsZizXDgJgubIP86XduHaYQtpfI7ClxOBSvx+2tHjS981TJmZKJX3XdJzr9sVmMWK5dhCnqm+iC6pI8szXc5Rf6xWAd/sRmKOukrxtJoZCLziMt0ReJnnHbNzr/o88vVeQuO47tO5+eLcdTtqJjRgv7QfAeGEP6Wd34td5BvHLh2JNjsGrxRfYUuNJ3qF0ZLm80BS36q+TevQPjJcPYijyosO8TGHHwPzoO0D5DnL3O9B7B5LvvTEYb18h5q/puBR1fL+V8dYlYjbMwK9pNwp/tY7IJSPQeeYh8N0RJB7+i9RzfwOQcnoXySe2E9RrLhG/DcKSGE1A+8FYk+OI2TADIMuOEpvZhDkxJsedKFJ/crf+qD2/2uuP3ieQgl3GkR5xmdvrpuJWrIrD+PSbF4n8Yzp5W/SgxDfrubnwG3ReeQh+fzTxB/8k+cxeAJJO7iTx2FaK9PuV63O/wJIQTf63h2BJjiPyj+kAxO5ZSr52/SnSdy43fv0KU0w4fq+8hXf1llwa3YGcvCRT7ev/WVgGyS/5Hyu/ZwDur32DJfoqqTt/Rh9c0WG8JeoKabvm4lqnC96fLCXlr+/RuPvh3nIIxlObMF85AID50l6M53fh+e40ktd8jS05BrcmA7CmxpO2e06Osj0MF79AqvYeS1L4Zc4tnYZvKcd9aNKNi5xf8ROlXu9OvYl/cXz2Nzh756Fy91Hc2PMnUSeUfejtf3Zx69A2ag6bx5GpA0mPj6bih0MwJcVxfoVyrnphzWxKvt6NuuPWcPznb0iJvE7+ag0o8/annFv2I2kxEZny/Rtpg2X7fZ7zA+i8A8jz9mhMkVdI2PQTziGVHMabbl8mfsssvBt8TIEBq4ldNQqthx95OnxD8tH1pF9QHkmadnY3qad3EPDRz0Qv/gprUgy+r32JNSWehC2zAEg+sJL0pn0I7DaHmOVfY0mIwrPmG7hXbk7ET11ydByk9vxq3wepPb/at2HJL/kftw1wWB5bVrczPKKOHTuyf//+bMcPGDCAsWPHMmPGDF5+2fFxKomJibRq1QovLy+WLFliv4tg+fLlLF68mEuXLmE2mylatChvv/02bdq0sXfETJ48mSlTpmQ733feeYchQ5Te1wsXLvDjjz9y4MABYmNjcXd3p3r16vTo0cP+GCpQ7uSYOnUqe/bsITIyEmdnZ1544QU+/vhjqlWr9kjrJCgoyP6ukOx88cUX3LhxI8v3vNxr3759dOrUic2bNzu8zyQiIoK5c+eybds2wsPD0el0FC9enIYNG/LGG2/YOzuWL1/OwIEDOXv2bKZpG41GWrduTUpKCuvWrcPDQ3l2XFhYGLNmzWLnzp1ERkbi7+9P7dq16dKlS5aPDuvRowebNm1iz549Dh0WNpuNmjVrUqJECebNm/dIywcPXpf3rr9/q4dBQUFs2bIl23VusVh44403OH78eJbr6VHFf1nA4f8NVd/ErV32HTUpS/tgOrwYbWApXJt/ja7Qi9iMSZhO/UXaH1+DMTmjsIs3rs2HYSjbGDRazFcPkLZuGNaoixllNBqcX+2FU7V30bj7Yb19nrSN32E+tzXzzO/wHpnx3p0bHzs+is6t5jv4dsp+e4v95RNS9i5EX6AM3u1H4lSsOra0JNL++YP4ZV9hS8+400vj5o336yNwfaE5aLUYL+4jfsmXmCOURxD4vj8Nt5fezHZetwZVxBIdluW4oOkZj6mT7+C//w7uXf8nO7g4jPOp+x5B3bLvkL4xtStx23/FuWBZ8r03FrdSL2FNTSThwBoifv0Ca1pGfq27D/k6jcGrWkvQakk5s5dbvwzAeDP7x3KUmHKW5FM7CP+xa7Zlyi1Os/8t9Sd364/a86u9/hxqqXMYl6fBB4T0npXtZ69M7Ez05l9wKVSOgl3H41GmJpaUROL2reL67AFYUzPWv87dh+Au4/B5qTUajZak03sIm/Up6TcyHkmg9wkkqOO3eFVphN7Ln9SrJ7j5+wji963ONkPVNRmPLFD7+r8//7OwDJJf8j9K/qg+jk8gcK7xNp5v/ZDtZxMX9CR9/yJ0+Urj3uZbDEWqYUtPIv34n6SsGootPSO/xtUb99e+walCUyX/5f0krxyM5fbFLKft1mQAbk0+y5Tpfv4TMy7iml/T4DCuaPP3CR00M9vP7v32Qy79MQ/vouWo2nsceSuEYkpJ5PqO1Rye8hnmlIx9qJOnD1V6jSW4Tis0Wi2Rx/ZwaFJ/Eq9l7ENd8uSjcreRFAhtgt7FjYSwC5xbPo2Lq7O/+/6dPSb739IGy/b7POe/+F7m5/R71ulIQJdp2X7+9syPSNw1H6egsuR55ztcitfAmpZE8uG1RC/6Etu95zFuPuR5exTuVVqARkva+b+JXvAFplsZ5zE6rwD8Xh+CW8VGaN39MF4/QezqMaQc+SOr2QNQ7JeMedy/DGrLr/Z9kNrzq30blvyS/3Hy/5sn0pEihMgsqx9B/r970I+wavGgAwA1UPt38KCOFDV4UEeKGjxL9Uft+dVef+7vSFGDB3WkqMG/daSogdqXQfLnrgd1pKjBgzpS1OBBHSlq8Cy1wZL/v/dvHSlq8KCOFDV4UEeKGsh5TO56lvZBkv+/9ygdKf/ZO1KEEEIIIYQQQgghhBBCCCHU5om9I+V58fXXX7NixYoHlpk6depTfam6EEIIIYQQQgghhBBCCCH+G9KR8oh69OjBe++998AyAQEB/1EaIYQQQgghhBBCCCGEEEI8TdKR8oj8/PwcXqQuhBBCCCGEEEIIIYQQQohnl7wjRQghhBBCCCGEEEIIIYQQIhvSkSKEEEIIIYQQQgghhBBCCJEN6UgRQgghhBBCCCGEEEIIIYTIhnSkCCGEEEIIIYQQQgghhBBCZEM6UoQQQgghhBBCCCGEEEIIIbIhHSlCCCGEEEIIIYQQQgghhBDZkI4UIYQQQgghhBBCCCGEEEKIbEhHihBCCCGEEEIIIYQQQgghRDakI0UIIYQQQgghhBBCCCGEECIbGpvNZsvtEEIIIYQQQgghhBBCCCGEEP8fyR0pQgghhBBCCCGEEEIIIYQQ2ZCOFCGEEEIIIYQQQgghhBBCiGzoczuAEM8q44TiuR3hkTn1vWD/27anTS4myTlNzRX2v20nP83FJDmjKTfe/rfa86t+G1j5ci4myRnNazvsf9tmlsvFJDmj6XrS/rdt/ou5mCRnNO8ctP+t9vqv9vxqbMMc2i8V5gfHZUgZUTgXk+SM26Cr9r/V3gZL/v+eQ/6NjXMxSc5oGq63/632NkDt+dXYBqi9DVN7+wX3tWEqPw9Q43fwTB1DqPw8WPVtgNrrj8rbgH8jd6QIIYQQQgghhBBCCCGEEEJkQzpShBBCCCGEEEIIIYQQQgghsiEdKUIIIYQQQgghhBBCCCGEENmQjhQhhBBCCCGEEEIIIYQQQohsSEeKEEIIIYQQQgghhBBCCCFENqQjRQghhBBCCCGEEEIIIYQQIhvSkSKEEEIIIYQQQgghhBBCCJEN6UgRQgghhBBCCCGEEEIIIYTIhnSkCCGEEEIIIYQQQgghhBBCZEP/KIU7duzI/v37sx2/d+9e2rRpQ6FChfjll1/QajP6acLDw2nTpg2vv/46xYoVY+DAgQ+c17x58wDo1KlTtmXeeecdhgwZwvXr16lfv36m8W5ubhQuXJiuXbvSvHlzAHvZRo0aMXny5EyfqVevHm3atKFnz54Ow3fv3k3nzp1p0KABU6dOzfS5UqVKMWrUKNq2bfvA5cpOVsvg6upK8eLF6dGjB6+++mqmzyQlJVGrVi3c3d3Zvn07BoPBYXzHjh0JCgpi9OjR/zr/CRMmMH36dL788kvee+89h3H79u2jU6dOfPDBB3zxxReZPpvVsoeFhTFr1ix27txJZGQkefPmpW7dunz88cfkzZs322W+16uvvspPP/0EgNFoZMaMGaxdu5br16/j6upKxYoV6dq1Ky+99JJDzuy0adOG0aNH07FjR06fPs3atWvJly+fQ5nJkyezYsUKtmzZ8i9r7AnxyIeh4x+Y13TDdn2ffbCmSF10L/VA418aUmOxnv8Ty54JYErJ+Kx7ILqXP0cb8jJo9NhuHsGyZxy2iBMOs9CWfwNtlffReAVBQjiWo79hPfrbE4l/K8ZEy8EXmdKrIDVKu9uHb/0nkR9XR3I2LB1fTx1NqnnRq00A7i4Z+4SIWBNjfo9g14kkzBaoVMyVPu0CqFDE1V7GarUxZ300i7fFcSvWREg+J7o09adlqPeTyR+VSss+O5jyxYvUKJ8nI//BCH5cfJ6zVxPx9XSiSc389HqrJO6uGbvMiOg0xsw7za4jkZgtNiqV8qHP26WoUNznkeb1POdXff2Ps9ByQjRTOvlQo5iTffjW0+n8uCmJs7fM+LppaVLRhV6N3HF3vqf+x1sY80cSu86mY7ZCpUIG+jTxoEJwxn483WSj6pDbmK2O83Vz0nD4m4DHz59oo+VcC1Naa6lRKCPb1otWftxr5Wwk+LpCk1IaetXS4u6kycifaGPMdiu7rtiU/AU09KmtpUI+pcy+a1beW2zNNM+7etTU0qPm413LcSvBSstpyUx5w5UaIRl1e+s5Mz/uSOdshBVfNw1NyurpVdfZMX+ClTGb0tl1wazkD9bRp54zFQroHObxz3UL4zenczzcgpuThtrFdHzW0Jk87k/gOhSV13/V5+cZaMNUnl/jmQ+X/20gfcn/sF772z5cW7wehjq90QaUxpYSi+X0OkzbxznUIY1nIIZ6g9AVewW0OqzXD2Pa/j3Wm8fvnQP6Gl3RV3kHjVc+bHHXMR+ah/ngL08kv9rbYMmfy/ljzbQceYMpXQOoUTJju9t6PIUf/4rj7A0jvh46mlR2p1cLH8djiDgzY1bEsut0KmarjUohzvRp6UuFws7Zzq/nzNucDEtny9cFn0h+1bcBas+P+tsAtedXfRum8vMA1a9/tbdhKj8PVnsboPb6A+puAx6pIwWgadOmDBo0KMtxvr6+jB49mg8++ICff/6Zrl27AmAymejTpw9FihShb9++mM1m6tSpY/9cz549yZcvn8N0vb29OXLkCABLliwhf/78mebn6urq8P+TJ0+mcuXKANhsNiIjI/npp5/o378/QUFBVKpUyV52w4YNrFu3zt7B8m+WL19OkSJF2LZtGxEREQQGBj7U5x7V3WWw2WwkJibyxx9/0L17d5YuXUqZMmUcyq5bt448efIQGRnJxo0badasWY7mabVaWblyJUWKFOH333/P1JFy1y+//EKjRo2oUqXKA6d36NAhPvroI6pVq8aoUaMICgri6tWrjBs3jrfeeosFCxYQEJCx87v3e7uXs3PGycDgwYM5duwYX3zxBcWLFycxMZFFixbRuXNnfv75Z0JDQ6lcuTK7du3KNJ25c+cya9YsGjRoYB+WmJjI4MGDmTVr1r+un6fGIz+GtnPQuHg5DNYUa4i+5VRsYfswr+sFOgO6Gt3Rt5uH+fc3wGYBJw8MbywCgxuW3ROwxV1BW6Ix+vYLMS95B1vEMQC05TugbzgCy5FfsFzchDaoGrq6Q0DnjPXwz48V/2a0iS7jr5KY6ti6bTyUQK+p16leyo2JnwRjNNuYtiaSIxeusODLIuh1GhJTLLw98gqp6VZ6tw2gcKATGw4m0nH0FeZ9HkLFosq2PWlFJD//GUXPNgFUKOLC9mNJDJhxA40GWrz0eDvAm1GpdPl6P4kpZsf8f9+i1/eHqF4uDxP7VcFotjJtyXmOnI1lwchQ9Dotickm3h60h9Q0C73fKknh/O5s+PsWHQfvZd43oVQs4fNQ83qe86u+/sdZ6PJzLIlpNofhG0+k0eu3eKoXNTDxHW+MZpi2JZkjM40s6Oan1P9UK29PiyHVaKN3Yw8K59Gx4UQ6HafHMO8jPyoWVA4iz0UoP/J//6YXBf0yfuDXaTU8rpsJNrostZCY7jh843krvVZZqV5Qw8SWGowWmPa3lSM3LCx4W4deqyEx3cbbCy2kmqB3LS2FfWHDeRsdF1mY94aOivk1lAvUsOhtXab5/rDLyvFbNpqXfrxluBlvpcv81Mz5z5jotTiN6iE6Jr7uitFiY9pOI0fmpbCgs5uSP83G23NTSDVC77rOFPbTsuGMmY5zU5j3nhsVg5TcJ8ItvDcvhdAiOiZ3cOV2oo0JW9Lp/nsqizq7Z5HqEai8/qs+P89AG6by/BrP/Di/9SsaF8fp6Eo1xqnddKxX/8a4vDvonDDU7ok2uCrpv7RT6pCzJ86dlqExuGLaPhZrzGV0pZvi3HEJ6b+9gTX8KACGBoMx1OiC6dCvWM6uR+tbGMMr/dB4F8S0+dvHyq/2Nljy53L+WDNdpkaQmHrfMcTRZHrNiqR6CRcmdg5Q2rC/4jgyKY0Fn+bPOIaYcEvZflv4UDivgQ3/JNNx4i3m9c5HxZDMnSmr9yex8WgKBfwyt8s5ovY2QO35UX8boPb8qm/DVH4eoPr1r/Y2TOXnwWpvA9Ref0D9bcAjd6S4uLjY7yjISmhoKJ07d+aHH36gVq1alC1blnHjxnHlyhVWrlyJXq9Hr9fj4uJi/4zBYHjgdP38/B44z7u8vb0dygUEBDB27FiqVavGn3/+6dCRUrBgQb7++mtq1KiBv7//A6ebkJDAxo0b+frrr/n2229ZsmQJPXr0+Nc8OXHvMgQEBNCzZ0/Wrl3L6tWrM3WkLFu2jDp16hAeHs6iRYty3JGya9cubt26xY8//sgnn3zCgQMHqFatWqZyQUFBDBw4kFWrVjl8f/cyGo3069ePl156icmTJ6PRKDu64OBgypcvT6NGjZgyZQpff/11lsuclaSkJFavXs3kyZMd7swZPnw4Z86cYf78+YSGhuLk5JRpOtu3b2f27Nl8+OGHDh0pBQsWZOfOnSxZsoT27ds/1Hp6cjRoy7ZB9/IXQOaGQBfaC1vMRcwrOoPVBID5xgEMH2xBW+51rCd+R1uuvdKI/94BW/hhACzXdqNx9UP36iBlRw9K+RsHsGz7RikTthd8i6Cr9G6Od+BWq42Ve+IZ83sENlvm8VNWRVIsvzMz+xXGSa8s34sl3Wj0+XmW74qjwyu+LNsZx40oEwu+DKFKCTcAapXzIDbJzKiFt1g4qAip6VbmbYymY8M8/K+5so2GlvXg5JU0ft0Uk+Odn9VqY+W264z55XTW+X8/R7FgD2Z+VR0ng9Lr/WJZPxp9spXlW67ToWEhlm0J48btVBaMCKVKGT8lf6W8xCYYGTX7FAtH1XyoeT2P+Z+J+n84jTHrEslqlUzZlEyxvDpmdvbNqP9FDDQaE83yg6l0qOHGsoOp3Ii1sqCbL1VClCt4apV0JjbZyqg1iSz8RPlOzoSb0GuhcQUX+7Qel9VmY+VJ5SqyLOvPHivF8sDM17U46e7kD9bQaJaF5SdsdKioYdlxGzcSYMFbOqoEKWVqhUBsioVRWy0sfFuPh7OGSgUcp73lgpW912xMbKmliF/Olsdqs7HyqJkxG9OxZfENTNlupFheLTPfcc3IX0hHo8nJLP/HRIcqTiz7x8SNOBsL3nelSiHlMKhWMT2xKTZGrU9j4Z1OkrGb0imTT8uPb7qivdOWeTjDyPXpXI+1Euybkyvp1F3/1Z//GWnDVJwfNOgqtsOp/iCyqkOGOn2wRV0gfWEnex2yhO3H9ZMd6F5oj+WfRehf6IDWpyBpv7TDev2gsl4u70Lj6oehwRDS57UDV1/01d7HfGQhpr8G3ymzE2tCOM7tZ2H+ZyG26IuPnF7tbbDk/3+Qf38SY1bEZp3/jziKBRqY+UlgxvZbzIVGw66z/O8kOtTyZNneRG5Em1nQNx9ViinnY7XKuCrHEMtjWPip48WHEXFmRiyNIZ/Pk+hEUXsboPb86m8D1J5f9W2Yys8DVL/+n4U2TMXnwWpvA9Ref+zTVXUboHgq70jp06cPJUqU4LPPPmPr1q3MnTuXkSNHUqBAgX//8BOm1WrtnTf36t+/PzqdjmHDhv3rNNauXYvJZOLll1+mbt26LF26FIvF8pQSZ3b/nTcAFy9e5OjRo9SqVYtGjRqxb98+Ll++nKPpL1++nJIlS1KvXj3y58/PokWLsiw3bNgwbt26xfjx47Od1tatW7l58ybdu3e3d6Lc5e3tzcyZM+nWrdsjZ9RqtezatQuz2bEndNKkSXz11VdZfiY8PJzPPvuMqlWr8umnnzqMe/HFF2nXrh2jR4/m5s2bj5zncWjylkZX/xusp1Zi/qt/5vF+xbBd2WnfeQOQEo0t5iLaIq8qZfIUw5YWZ99532UN+xttgargfKd3XecM6UmOM0iLAxffHOc/ez2dYb/cpHVNb8Z0zbxNXwpPp1Z5d4cGz99bT9H8zmw/qmS5eDMdb3etfcd3V43S7hy5kEp8sgUng4aFg4rwQRPH2wcNeg1GU8735mevJjDspxO0fjWYMb0rZc5/I4lalfLaGx8Afx9nigZ5sP3QbSX/9SS8PQz2xseev0IejpyNJT7J9FDzeh7zq77+3zIzbEUCrau4MuaNzA3wpdtmapV0dqz/njqKBujYfsYIwMXbFrxdNfaDx7tqFHPiyFUT8SnKlRmnw80UCdA/wYNHOBsJwzZaaV1Ww5hmmQ8BLkVDrRCN/eQJwN9dQ1E/2H5J2e4uxtjwdsF+8mTPX0jDkXCIT8u8faaZbHy72corRTU0KZXzQ4+zEVaGrUujdUU9Y17L3DZeirRSq6jOMb+HlqJ5tWw/r7TbF6OsSv5CjscFNUJ0HLluJT7VRmyKjf1XLbz9opO9EwWgURkD2/p45LATRf31X+354Rlow1SeXxNYBqemIzAfX0766r6Zx/sXx3Jph2MdSo7CGnUBXfF6AGj9i2NLjbP/AHKX9epedAVfBBcvtH5F0Wj1WM5vylRGo9WhK/pKjvKrvQ2W/LmcP9zIsEXRtK7uwZj3Ml/Id+mWiVplXB23Xy8dRfMZ2H5SeazIxVsmvN209k4Ue/4SLhy5lE58iuM56lcLoqlV2oWXSmV9EdyjUHsboPb8oP42QO35Vd+Gqfw8QPXrX+1tmMrPg9XeBqi9/oD624C7nkpHipOTE2PHjiUsLIwePXrw7rvvOtwN8F+Jj49n9OjRpKam0qJFC4dxvr6+DB8+nI0bN7JmzZoHTmfZsmVUr14dPz8/mjVrxs2bN9m2bdtTTK4wm82sWrWKixcv0rp1a4dxS5cuxc3NjZdffpmGDRtiMBiy7QB5kLi4ODZv3kyTJk3QaDQ0bdqU9evXExMTk6lsSEgIffv25ddff+XgwYNZTA1OnDiBm5sbpUuXznJ8xYoVs3xM24N4eHjw9ttvs2jRIurUqUO/fv1YtGgR165dIzAwMMvHrBmNRnr37o3BYGDChAmZOtIAvvzySzw9PRk8ePAj5XlctoRwTHPqY9kxEsxpmQukxqLxum+notWj8SwA3gXtZTC4Z+yo79B4F7rzX6Wc9Z+5aELqoC3dGpw80BSug7ZsG6ynV+Y4f34/Axu+K87At/Lh4px5F+LjqSc82uQwzGS2cTPGRFik0oD6euhITrMSn+x4snfttjL+eqQRnVZDqYIu5PXWY7PZiIo3M2NdFHtPJfNWvZw3QPn9Xdkw9VUGflAWF+fMV+f5eDoRHpl6X34rN6NSCYtQTmJ9PZ1ITjXbGxp7/lvK+Ot3yv3bvJ7H/Kqv/z46NgzwZ2BLT1wMmQ/sfNy0hMc51muTxcbNOCthMcpwX3cNyek2+4HiXdeilfHXY5X/nrlpRq+FzrNiqTw4ghrDbjNkWQJJ6dk/c/hf83vChi46BtbV4ZLFPak+rhCe4DjMZLFxMxHC4pSDDl9XSDZmPlG6dmf89fjM05132EZEEnxZ9/EOO/J7a9nQ052BjV1wMWQe7+OmITzeMZfJYuNmvI2wWOud/Bol/32PVLkWo4y/HmflbIQFqw183TT0X55KldGJVBmVyOcrU0nI4gTxYam9/qs9PzwDbZjK89vib5D24yuYNn0DptTM41Ni0XgHOQ7U6tF6FUDrU+hOmRhwcof7H8ngW1j5r08hbKnKcazGOzjrMr6FcpRf7W2w5M/l/L56NgwNZmA7v6yPIdx1hMc4XjRmsti4GWsmLEoZbt9+7+swuXZn/PXojM8v2ZPIybB0vurwZJ5prvY2QO35Qf1tgNrzq74NU/l5gOrXv9rbMJWfB6u9DVB7/QH1twF3PfKebM2aNVSuXDnTvwEDBjiUK1KkCCVKlMBsNttfBp5TLVq0yHKeFy863k7XtWtX+7gXXniBmjVrcvLkSWbPnp3psVgADRs2pEWLFnz77bdERkZmOe9z585x4sQJ+7tUateujY+PD7///vtjLVN27l2GChUq8Nlnn9G+fXtKlixpL2M2m1m9ejX16tXDxcUFHx8fateuzcqVK0lPT3/A1DNbu3YtRqPRvnzNmzfHZDKxfPnyLMt36tSJSpUq8eWXX5Kamrnxio+Px9PTM9PdKA+7zPf+27Fjh73M4MGDGTduHKVLl2bDhg0MHTqUhg0b8uGHHxIREZFpmmPGjOHkyZOMHz8+28eGeXh48M0337Br1y4WL1780HkfW3o8JN3KdrT15FK0JZqgffF/4OoHnvnRNRwFzp5oDEqvq+X0KrDZ0LeYgiZPCXD2RFu6Fdpy7ZSJGJQrta1n1mI9vRJ903E4df8HQ9s52MIPY9me8+d6+njoyOeXxS+Yd7Sr7cPGQ4nMXBdFTIKZ8GgTg+eEk5hiJfVOw9cq1AeNRkPvqWGcv5FGQoqFNXvjWbErDoBUo2MDuW5fArX7nGP80tu8XNGDVo/xgigfTyfy+We+kt2ev35BNv59i5nLLxITn054ZCqDpx4jMcVMapqys271SpCS//tDnL+WSEKyiTXbb7BiS5iSP93yUPN6HvOrvv67aR/4eIx21VzZeCKdmduSiUmyEh5rYfDSBBLTrKQalROMVpVd0Wig92/xnL9lJiHVypojqaw4pOxTU402bDYbZ2+auRploX5ZZ2Z09uWjeu6sO5rGR7PjsFpz9mO+j6uGfJ7Z75/bVdCw8byNmfusxKTYCE+wMXi9lcR0SL1zTNOqjFbJv9rK+SgbCWk21pyysuKEkinV8dgHo8XGr4etNCutobDv411V5OOqIZ9X9ocu7SoZ2HjGzMzd6cQkWwmPtzJ4TRqJaTZS71x90qqiXsm/JJXzty1K/uMmVhxVgqcalTtSAAatScPFoGFqB1c+a+jM1nNmPl6Yii2n9zirvP6rPj/PQBum8vykxWNLzL4OWY4uRl+6KfrQj8HND41XAZyajwEXT3BS6pD5xEqwWXFuOx2Nfwlw9kJX7jX0FZVHtWoMrthiLmO5th/Dy33RlWqs1MHAcjg1H4PNnGavj49K7W2w5M/l/O468vlm/2TtdqEebDyawsyN8cQkWgiPMTN4fhSJqfccQ1RzR6OF3rMiOX/TqGy/B5JY8XfSnfxKuRsxZkYvj2FIhzz4ejyhH0HU3gaoPT/qbwPUnl/1bZjKzwNUv/7V3oap/DxY7W2A2usPPANtwB2P/I6UevXq0b9/5tug3NwcdybTpk3j/PnzVK1alaFDh1K5cmXy5MnZ1TAzZszI8q6D++9s+Pbbb3nhhRdIS0vj999/Z926dXz44YcP7MgZPHgwLVq0YOjQofz444+Zxi9btgyDwUCjRo0A7H8vXbqUGzduEBQUlOkzj+PuMgCkpqZy/PhxxowZg9VqtT+GbPv27URFRdk7P0DpANm6dSt//vknr7322kPPb9myZZQrV46QkBAAypcvT0hICIsXL+bDDz/M1CGi1WoZNWoUrVu3Zvz48QwaNMhhvK+vL/Hx8dhstofuTLl3me917wvpQelQa9GiBWlpaRw5coSNGzeyePFievbs6dAR8ueff/Lrr78yYMAAqlev/sB516lTh/bt2/Pdd99Ru3bth8r7tFn2TgKtHl3NPujrfIbNYsR6fDHWi5vQ5CmuFIq5gHnV/9A3+BZDpz8BsEYcx7J3Ivq6Q+1XaOhbTUcTVBXzjtHYbh1D418KXWhP9M0nY17z6I9Yexg9XsuLxWpj0orbjFt6G4MO2r/iS/3KnlwIVzr6igc5M613QYbMvUnLwZcAKBfiQs82AYyYfwsXJ8cfSisWdeXXLwpzNiydSStu02X8NX79vPAjddg9dP43SmCx2Ji06CzjfjuDQa+hfYNC1K8WyIXryklq8YKeTPvyRYZMO07LPkqHX7li3vR8syQjfj71RHvtn7f8qq//DdyV+r8hiXF/Jin1v7or9cs6c+G2cmBSPFDPtPd9GLI8gZYTogEoF6SnZ0MPRqxOxMWgwWaDH9/zwc9dS4l8SlNdragTeT21DFiUwK5zRl4unfmFso+dv6YWi9XKpN1Wxu0EgxbaV9RQv7iGC9HKQWtxfw3T2mgZssFKy7nKMpULhJ61tIzYYs10hdv6czYik+HDak/lJljH/K86YbHCpK1Gxm02KvmrGKhfSs+FKOWgqnheHdPedGXI2jRaTleuuimXX0vPV50Z8Vc6LgYNJovNPvzblsrjUEKLgqeLhn7L09h9yULtYo98CPWv1F7/1Z4fnoE2TOX5TTsmgFaH4ZV+ONUbiM1ixHxkEZZzG9H6lwDAFnWe9MUf4tRsFK4fKY/dsNw8hmnHeJwaD8d2pw6lL++GU9OROL8+Q/lcajzGLSMxvNzXXuZJU3sbLPlzOX8zH2X7XRvLuFWxyvZb05P6Fd24cFP5dbJ4fiemfRTIkIVRtBwRruQv6ETP5j6MWBqDi5MGm83GoN+ieKWsK40ru/9n+dXeBqg9P6i/DVB7ftW3YSo/D1D9+ld7G6by82C1twFqrz+gnjbgkX8FcHd3p3Dhwg8sc/DgQaZOncrnn39OkyZNaNmyJV9++SU//fRTjkIWKFCA4ODgfy0XGBhozzZkyBBSU1Pp06cPv/zyC1WrVs3yM3cf8dW9e3dWrVrlMM5kMrF69WpMJhM1a9a0D7fZbFitVhYvXkzfvpmfzfg47l0GgNKlSxMVFcUPP/xA//798fDwsN8tktUL7xctWvTQHSlnzpzh1KlTaDQaypYtax9utVqx2Wzs2bOHWrVqZfrc3Ud8jR49msaNGzuMq1KlCtOnT+fUqVOUK1cu02dnzpzJ9evXGT58eLbLfL99+/axZcsWBg4cCICLiwuhoaGEhoZSrFgxvv76a2JiYvDz8+PKlSsMHjyYBg0a0KVLl4daD1988QW7d+9m8ODBVK5c+aE+81TZLFh2fY9l7w/gXQiSIyA9EX37BZCWca+s7douTLNfBa8720bCdbTlXlfGpcWjyV8ZbZFXMG/8EusJpaPJdmM/tvhrGNr8jKZIXWyXtz7x+Hqdhn7tA+nxWl7CbpsI8NXj5abj3VFX8L7nirja5T3Y/H1xbkQpJ4bBeZ1YtiMWUK7Yu1ehACcKBThRrZQ7Hq5avpgVzsFzKVQr9eRPDvU6Lf06lqbHGyUIi0ghwM8FL3cD7w7ei7dHRu957Up52Ty9LjduK41lcKAbyzYrPfk+Htn3sj9tas//TNT/pp70aOBBWIyFAC8tXq5a3p0eg7drRmNdu6Qzmz/358adx00F++lYdkD5LnzctGi1GmoUc8o0/VfuHDSeuWl+KgeQeq2Gfi/r6FHTRlgcBHiAl4uGdxeZ8b7n8eq1Q7Rs7qrhxp2vJNhHw7LjyrL43PcY9g3nbJTIA6UDnvwJa5b5GzjT41UnwmKtBHhqlfxzU/B2uWf9F9OzuZc7N+48hiDYV8uyI8q+yMdVg/udVftqCcfDpDrFlf8/fevpdKSovf6rPj/PQhum7vzYLJi2fodpx0Q0voWwJUZAegLOHRdjS42zF7Ne3kna1Nr2RyjY4sPQvdBBGZl6p64lR2Fc+j+Mzl5oPAOxxV4FqwWnpiOV51Q/BWpvgyV/bufX0K+1Hz2a+RAWZSbAW6dsvxNu4u2e8cNA7TKubB4ezI07j/EK9jewbG8ioBxDzN+RyNlwI6u/LID5zoUBd2+kNFtsaDWg1T6FNlntbYDa86P+NkDt+VXfhqn8PED16/9ZaMNUfB6s9jZA7fUH1NMGPPFu4djYWPr160etWrXo1KkTgYGBDBs2jG3btjF//vwnPbsHGjx4MIGBgXz22WdZPobqrgYNGtCyZUtGjBhBUlLGC4G2bdtGTEwMQ4cOZeXKlfZ/q1atomTJkixbtizTy8+fhruPELHZbERHR7N9+3batm3rkGnlypW0a9eOI0eOcO7cuYea7tKlSzEYDCxYsMBhOgsXLsRgMDzw8WXvvfceVatWtXdu3BUaGkpwcDDTpk3L9OiT6Oho5s6di8Xi+Cy7f5OUlMTcuXM5evRopnGenp64uLjg4eFBWloavXr1ws/Pj9GjRz/09D08PPj222/ZvXs3q1evfqRsT4MmuAaawnXAYoSYC5CeCBodGv9S2G6fVAp55kdbrj1oDZBwXfkHaALKYUuNhYTraLyUu6Ws4Yccpm+7cUApm6fEU8m/70wyO48n4WzQUjzIGS83HWaLjXPX0yhXWDmyCo82sXRHLCaLstMLzqs0lCevpuHtriPI30BMgpmVu+OITnDcxsremcbtuKez7e07Ec3OI5E4O+koXtATL3cDZouVc1cTKFdUuQ0wPDKVpZuuYTLbCA50IzhQuSPv5KV4vD0MBAU8+dsgn5f8qq//F43sPJuOs0FD8UA9Xq5apf7fMlMuSDkwCY+1sHR/qlL//XQE+ymN/ckbJrzdNAT5aolIsLB4XwrhsY77y7Q7j6fyc386V3Xtu2Zl52UrznoNxf01eLloMFttnIuEcoHKAXB4go2lx62YrMqJU7CPMvxkhPLyyaB77pY1WWzsumx7rBdLPlL+K2Z2XjAr+fPqMvLftlAuv5IhPN7K0iNGJb+v1v7i+JO3LHi7QpCPhsJ+yjDjfc3V3R+knJ/giw/vpfb6r/b88Ay0YSrPry30EtqiL4MlHVvUeUhPAI0Obd7SWG+dAEDjVQDdC2+A1oAtPgxbvHLyp81XHltKrP3/dWVbogkoDekJyrQsRrT5yqLR6uzTetLU3gZL/lzOfy6VnadSle03v1PG9htuolxB5Uej8BgzS/ckKtuvv4Fgf+XY4mSYEW83LUF59Kw/kkxskpU6X16nfO+rlO99lVX7kwmPsVC+91Wm/hn3VPKrvQ1Qe35Qfxug9vyqb8NUfh6g+vWv9jZM5efBam8D1F5/QD1twCPXwLS0NCIjI7P8ZzQaGThwIGazmdGjR9tvlWnWrBktW7ZkzJgxXLhw4ZFDxsTEZDm/2NjYB37O3d2db775huvXr/PDDz88sOzgwYNxcnIiPj6jp3HZsmXkz5+fN954g5IlSzr8++CDD4iMjGTTpk328ufOnWPHjh0O/44dO/ZIyxofH29fvoiICNavX88vv/xCvXr18PT0ZPXq1ZjNZrp27Zop08cff4xWq3V46XxERESmTDt27MBoNLJmzRoaN25MlSpVHKZTuXJlWrRowebNm7N9d4xGo2HkyJGZxjs5OTFixAh27dpF9+7dOXDgAGFhYWzatIlOnTrh7u6e6S6ee5f53n/R0cqtfnXr1qV69ep069aNhQsXcvnyZS5cuMCKFSsYM2YMXbt2tc/38uXLDBs2LMt6GhcXl+16r1WrFm+88QbXrl17pO/radCWaIK+wQjQZlztrC3/OhoXb6wXNgKgccuDvtEoNAXveWydmz/aUi2wXtoMgC1Guc1NG/Siw/Q1BZS7s+4eJDxp6w8kMGRuOCZzRkfasp1xJKRYqV/ZE4DoBDOD59xk3+lke5nIeDPr9iVQr7IHGo2GNJONL2aFs3RHnMP0d59UPlMq+L7LXZ5U/r03GTLtGCZzxrMVl22+TkKymfo1lEcMRsenM/jH4+w7EZ2RPzaNdTvDqVct8KncKv6w1J5f9fX/eBpDliXYHw0FsOxgKgmpNuqXU34EiU62MnhZAvsuGu1lIhMtrDuaRr0yzmg0GiwWGLI8kd/3OV4E8OfRNHRaqFrk6Vwtsv6cjSEbrI75j9tISIf6xZVDhugUGLzeyr5rGWUik22sO2OjXjGNQ/05FwWpZqjyZJ+CmX3+02aGrE1zzH/EREIa1C+l1KnoZBuD16Sz73LGwXlkkpV1J0zUK6lHo9FQzF9LkI+GP06YHC4K2HJOOeh6sdDTue1Z7fVf7fnhGWjDVJ5fV6YZTs1GO9QhXaUOaFy9sZzbAIDGPQ/OLcagDQnN+KB7XvRlW2E5v9E+yFCrJ4aanzhMX1+9C7a0eCxX/34q+dXeBkv+XM7/TwpDFkY5tmF7k0hItVK/ovJjR3SihcELotl3LuNFuZEJZtYdTKZeBTc0Gg3D3/JnyYD8Dv9eLe9KXi8dSwbkp0Mtz6eSX+1tgNrzg/rbALXnV30bpvLzANWvf7W3YSo/D1Z7G6D2+gPqaQMe+bkUf/75J3/++WeW4wYMGMC2bduYMWNGpvehDB06lEOHDtGvXz+WLFmCk1PmW7Wy0759+yyHlyhRgrVr1z7wszVr1qRt27bMmzeP5s2b4+vrm2U5Hx8fhg8fziefKDvLqKgodu7cSc+ePdHpMv9g0qJFC8aPH8+iRYto0qQJAHPmzGHOnDkO5apXr86vv/76r8t4V8+ePe1/6/V6AgMDadGihb3zYfny5dSsWZOiRYtm+myhQoVo0KABq1evtr/HZs+ePezZsydT2UmTJhEXF8c777yTZY7333+fFStWsGTJkmwfi1a4cGE+/fRTRowY4TD8pZdeYtGiRcyYMYN+/foRGxtLYGAgdevW5eOPP85UN+5d5nu5ublx5MgRtFotM2bM4Oeff2bBggX2d8YUK1aM3r178/rrym10u3fvxmg00rlz5yyn92/fxWeffcauXbuyHf9fsR5bgLb8G+gafYf15FI0ecugq90fy9m12G7sB8AWcQLrjYPo6w/HvOM7sFrQ1foUrBblVkTAFnkK6/m/0L38JTh7Y7t1FE2eEuhe6oU14ji2CxueSv436/qyZEccA3++Qbs6PpwJS2f8kgiaVfeiemnl9rnyIS5UKeHK8F9vMqBDIHqthonLb6PXQc/XlHfjFMhjoF0dH35cHYlep/QeHzyXwsx10bxex4fiQU/hdk7gzUaFWbIxjIGTj9KufkHOXElg/G9naFYrP9XLKXW3fDFvqpT2ZfiM4wzoVAa9TsPE+WfR6zT0fLPkU8n1vORXff1/yY0l+1MZuDiBdtVcOBNuZvxfSTSr6Ez1okq7Vz5IT5UQA8NXJjKgmQ29FiauT0Kv1dCzoQcABXx1tH3Rhdk7knExQKXCBg5dNvHT1mTeCXWjSN6n8Fgp4M0XtCw5bmHgX1balddwJhLG77DSrJSG6gWVA6vygcoJ0fBNVga8gpJ/pxW9Vnk+8r3ORSoHQcXy/DcHZW9WNbDksImBq9JoV8nAmQgr4zen06ycnuohyjorn19LlYI6hv+RxoCGzkr+LUZl/b+q7Fc0Gg0DGjjTd2kany5Lo30VAxcirUzcmk6jMnrK5n86HSlqr/9qzw/PQBum8vzmw7+hr/QmTi3HYT66GG1AGQz1Psd8cjXWa/sAsN48jiXsAE5NRmDaPBJsZgyvDACrWXk++h2mg3NwajoSfeQ5rNcPoSvbEn351zD++aVyleFToPY2WPLncv7anizZk8jAX6NoF+rBmetGxq+OpVkVN6qXUE76yxdyokpRZ4b/Hs2A13yV/Gtile23uQ8ARQMz/8jk467FoIcKhZ/OtgvqbwPUnh/U3waoPb/q2zCVnweofv2rvQ1T+Xmw2tsAtdcfUE8b8Eg18GE6BLJ7L4Wnpydbt2b9HLjsplujRg3Onj37r/MMDg5+YLlRo0YxatQo+/9nV7Z+/foO406ePJntNJ2cnBx+dH+YnA/yb8tw15o1ax44fvLkyfa//+37etD8Spcu7TA+u7KdOnWiU6dOWX5+/PjxD5z/wy4zgKurKz169MjyvTB3bdmy5aGmld168fDweOhpPE226POYV3VFV7s/+tYzICUSy/5pWPdPcyhnXtsd3SuD0Df4BtBgu74P05pPIPFmRpk/+qKr8Qm6im9BaB9IDMd6aimWv6eA7dEesfawSga7ML1PQcYvvU23H8Lw99bzUYu8fNTC315Go9EwqXtBRi28xdBfbmKzQY0ybkzqEUyBPBknf0M75adgXgOLt8cRHm0iv5+eXm3y0rlJnqxm/WTyF/Zk+pcvMn7+WbqNPIC/rzMftSvOR+2KO+b/rCqj5pxi6PTjSv7yeZj0eSkK5M3d2yHVnl/19T+fnunv+zD+ryS6zY3D31PHR3Xd+ahexjM4NRoNk971ZtTaJIYuT8AG1CjqxKSOHhTwzfiBflgbLwr66Vh1OI1pW5LJ562jVyMPPnzZ7alkByiZV8P0NlrG77TSbYUNf3f46CUtH9XIOAHSaDRMaqVj1FYrQzdalfpTUMOkOloKeDmeKEUr73J3eK7y01QyQMf0N10ZvyWdbotS8ffQ8FEdJz6qnXHxhkajYVJ7F0ZtSGfo2nRs2KgRomdSPWcKeGecADYpa8D5TQ0/7kjn44WpeLtqeLOqgT51n96PUGqv/2rPD89AG6by/LbIc6Qv7oyh7uc4d/gZW1Ikpt1TMO+e6lAufdnHODUYglOzkYAGy9W9mJZ9hC0h3F7GcmQhJr0L+hffR1OzO7aYS6Sv6Inl1NN7jKva22DJn8v5Czgx/aNAxq+Opdv02/h76fiosQ8fNc54Vo5Go2FSlwBGLYth6KJoJX9JFyZ1CaCA39P5celhqb0NUHt+UH8boPb8qm/DVH4eoPr1r/Y2TOXnwWpvA9Ref0A9bYDGdv+LLIQQT4RxQvF/L/T/jFPfjEfv2fa0ycUkOaepucL+t+3kp7mYJGc05TI6INWeX/XbwMqXczFJzmhe22H/2zazXC4myRlN14wLGGzzX3xAyf+fNO8ctP+t9vqv9vxqbMMc2i8V5gfHZUgZUTgXk+SM26Cr9r/V3gZL/v+eQ/6NjXMxSc5oGq63/632NkDt+dXYBqi9DVN7+wX3tWEqPw9Q43fwTB1DqPw8WPVtgNrrj8rbgH+Tu5etPCdefPHFB75gPU+ePA7vWhFCCCGEEEIIIYQQQgghxP8P0pHyH1i+fDkPuvEnq3ewCCGEEEIIIYQQQgghhBAi90lHyn+gUKFCuR1BCCGEEEIIIYQQQgghhBA5oP33IkIIIYQQQgghhBBCCCGEEM8n6UgRQgghhBBCCCGEEEIIIYTIhnSkCCGEEEIIIYQQQgghhBBCZEM6UoQQQgghhBBCCCGEEEIIIbIhHSlCCCGEEEIIIYQQQgghhBDZkI4UIYQQQgghhBBCCCGEEEKIbEhHihBCCCGEEEIIIYQQQgghRDakI0UIIYQQQgghhBBCCCGEECIb0pEihBBCCCGEEEIIIYQQQgiRDY3NZrPldgghhBBCCCGEEEIIIYQQQoj/j+SOFCGEEEIIIYQQQgghhBBCiGxIR4oQQgghhBBCCCGEEEIIIUQ29LkdQIhnle3C8NyO8Mg0xYfa/1ZjflD/Mkj+3CX5c5fkz12SP3epPT+ofxkkf+6S/LlL8ucuyZ+71J4f1L8Mkj93Sf7cJflz1735/43ckSKEEEIIIYQQQgghhBBCCJEN6UgRQgghhBBCCCGEEEIIIYTIhnSkCCGEEEIIIYQQQgghhBBCZEM6UoQQQgghhBBCCCGEEEIIIbIhHSlCCCGEEEIIIYQQQgghhBDZkI4UIYQQQgghhBBCCCGEEEKIbEhHihBCCCGEEEIIIYQQQgghRDakI0UIIYQQQgghhBBCCCGEECIb0pEihBBCCCGEEEIIIYQQQgiRDX1uBxDieXYrKoWWn6xjyuCXqVEx0D586/4b/LjwOGcvx+Hr5UyT2oXo1bEi7q4Ge5mIqBTGzD7CrkM3MVusVCrjT59OL1ChRB6Heew6fJOJ845y4Vo8eXxceLt5STq3LY1Go5H8kl/yS37JL/mfy/zPwjJIfskv+SW/5H8+8z8LyyD5Jb/kl/ySX/KrMb/ckfIEdezYkVKlSmX5b9SoUbz22ms0bdqUtLQ0h88lJibSoEED+vbt+0jzS0tL46effqJly5a88MIL1KhRg/fee48NGzbYy6SkpFC5cmVGjx6d7XQaN27MV199BUC9evWyXYbKlSs/cFnLly/Pq6++ytdff01qaio2m40GDRrQs2fPbOf9wQcf0LlzZ/v/X7lyhVKlSvHaa69lWb5evXpMnjw52+k96DsoVaoU169fZ9++fZQqVSrbdVKqVCmWL1+e7TyelJuRyXw4eAuJySaH4Rv3hPHJ19txczEw8YvaDPxfVf4+FsEHX27BbLECkJhs5O3PNrL3n1v07liRSYPqEBzoQcfPN3HsbJR9Wv+ciaLb8O0UDfZi8pd1aPlqCGPnHGHmklOSX/JLfskv+SX/c5n/WVgGyS/5Jb/kl/zPZ/5nYRkkv+SX/JJf8kt+NeYHuSPliWvatCmDBg3KNNzV1ZUOHTrQtm1bRo8ezbBhw+zjBg0ahEaj4Ztvvnno+SQlJdGpUyfi4uLo1asXVatWJSUlhfXr1/Ppp5/SoUMHhgwZgpubG82aNWPdunV89tlnaLWOfWeHDx/mypUrfP/99/ZhnTt3dujcuOv+z96/rCkpKezatYtRo0ZhtVoZNmwYbdu2Zdq0aSQmJuLp6enw+Vu3bvH3338zbtw4+7Dly5dTpEgRTp8+zdGjR3nhhRceep0ATJ48GZPJcYOMjY3lgw8+oECBAgQGBnLjxg0AfvnlFxo1akSVKlUeaR6Py2q1sXLzZcbMPoLNZss0fsqC4xQr6M3Mr1/FyaAD4MVyeWnUZQ3LN16iQ5PiLNtwiRsRySz4viFVyuYFoFbl/MQmpDNq5mEWjm0EwOT5xyhT1Jcx/WsCUOfFApjNVn5afJJOrUvh4vzouwDJL/klv+SX/JJfjfmfhWWQ/JJf8kt+yf985n8WlkHyS37JL/klv+RXY/57yR0pT5iLiwt58+bN9M/Dw4NixYrx2WefsXDhQrZt2wbAr7/+ypYtW5gwYQIeHh4PPZ8RI0YQHR3NkiVLeO211yhYsCClSpWiV69eTJkyhfnz57Nu3ToA2rVrx+3bt9m3b1+m6axcuZKSJUtSsWJF+zA3N7cslyFPHsdbpe5f1sKFC/POO+/QsmVL/vjjDwDatm2L2Wzmr7/+yjTv1atX4+XlRYMGDQCwWCysXLmStm3bUqxYMRYtWvTQ6+MuHx8fh0y+vr4MHz4cs9nMDz/8gMGQcUtYUFAQAwcOzHSH0NN29nIcw6bup3W9EMb0C800/lJYArWq5LPvPAD8fV0pWtCL7QfCAbgYFo+3h5N953FXjYqBHDkdRXyiEaPJwv5jt2kQGuxQpnHtQiSnmjl0KlLyS37JL/klv+R/bvI/C8sg+SW/5Jf8kv/5zP8sLIPkl/ySX/JLfsmvxvz3ko6U/9g777zDq6++yuDBgzlw4ABjxoxhwIABlC9f/qGnERcXx6pVq3j//fczdW4AvPrqq4SGhvLLL78AUKVKFYoWLcrq1asdyhmNRv7880/atWv3eAt1H2dnZ/R6pYcvX7581KpVizVr1mQqt3LlSlq1aoWTkxMAu3btIiIiglq1atGoUSP+/PNPEhISHivLuHHjOHz4MGPHjqVAgQIO44YNG8atW7cYP378Y83jUeUPcGPDrFYM7Fo1y55QHy9nwm+nOAwzma3cjEwh7FYSAL7eziSnmohPNDqUu3YzEYDrEUmE3UzCZLYSEuTlUKZQfuXOoMvXc7ZuJb/kl/ySX/JLfjXmfxaWQfJLfskv+SX/85n/WVgGyS/5Jb/kl/ySX4357yUdKblg5MiRWK1W3n//fWrXrs177733SJ8/duwYFouFqlWrZlsmNDSUY8eO2R9z1a5dOzZs2EB6erq9zObNm0lNTaV169Y5W5D7mM1mtm3bxqpVqxym2a5dOw4cOEBERITDMly8eJH27dvbhy1btoxChQpRrlw5mjVrRmpqKitXrsxxnk2bNjF79mw++eQT6tSpk2l8SEgIffv25ddff+XgwYM5ns+j8vF0Jp+/W7bj2zUsysY9YcxccoqY+DTCbycz+Ie/SUw2kppmBqBV3SJoNBp6j9rJ+atxJCQZWbP1Mis2XgIgNc1MYory3Xu4GRym7+6m7LSSUsySX/JLfskv+SX/c5P/WVgGyS/5Jb/kl/zPZ/5nYRkkv+SX/JJf8kt+Nea/l7wj5Qlbs2YN69evdxhWtWpVZs2aZf//PHnyULVqVTZs2MBLL730yPOIj48HlMdYZcfX1xebzUZsbCwBAQG89tprTJgwga1bt9KkSRNAuSOkQYMG+Pr6Onz2p59+Yvbs2Zmm2alTJ/r27ZvtsqalpVGgQAE+/PBDPv74Y/vw+vXr4+Xlxdq1a/nwww/t865YsSIlS5YElPeYbNmyxT6+ZMmSlCxZkt9//51OnTo9yuoBICwsjIEDB1K7dm26d++ebblOnTqxfv16vvzyS1atWoWrq+sjz+tJ6/FOBSwWG5N+O8a4uf9g0Gtp37gY9V8K5sI15bsvXsibaUNfYcjk/bT8RHmMWrnifvR8tyIjfjqEi7Meo8nywPloNZJf8kt+yS/5Jb/kf5aWQfJLfskv+SX/85n/WVgGyS/5Jb/kl/yS//97fulIecLq1atH//79HYa5uLg4/P/KlSvZuHEjoaGhjB8/ntq1a1OsWLGHnsfdjo/ExMRsy8THx6PRaOxl/f39eeWVV1izZg1NmjQhOjqaXbt28dNPP2X67JtvvknHjh0zDffycrw16u6y2mw2jh07xogRI6hZsyYff/yx/dFeAE5OTrRq1Yo1a9bw4YcfYjQaWbduHZ9++qm9zJo1azCZTDRr1sw+rHnz5kyYMIGDBw/y4osvPuTaUR5Z1rt3bzw8PBg7dixabfY3Xmm1WkaNGkXr1q0ZP348gwYNeuj5PC16nZZ+H1SixzsVCLuVRICfK14eTrz72Ua8PZ3t5WpXyc/m2a24EZEMQHA+D5ZtuAiAj6cTqelKT2tyqslh+kl3emg93Z0kv+SX/JJf8kt+yf8MLYPkl/ySX/JL/ucz/7OwDJJf8kt+yS/5Jf//9/zyaK8nzN3dncKFCzv8CwwMtI+/fPkyw4cPp1OnTkydOpWAgAD69++P0Wh8wFQdVaxYEScnJw4cOJBtmf3791OhQgWHl6u//vrrbN++nfj4eNasWUNgYCA1a9bM9Flvb+9My1C4cOFMd67cXdaQkBBatWrFDz/8wNKlS/n2228zTfP111/n9OnTXLhwge3bt2M0GmnevLl9/PLlywFo06YNZcuWpWzZsvzwww8ALFy48KHXDcCIESM4d+4cEydOzJQ5K7n1iK/s7DsWwc5D4Tg76SheyBsvDyfMFivnrsRRrpiyPOG3k1m6/iIms5XgfB4E5/MA4OTFGLw9nQgKdKdQfk90Wo39eYF3XQtX/r9oQceOMckv+SW/5Jf8kv95zv8sLIPkl/ySX/JL/ucz/7OwDJJf8kt+yS/5Jf//9/zSkfIfMhqN9O3bl8KFC9O/f3/c3d0ZM2YMZ8+eZcKECQ89HS8vL15//XV+/vlnoqKiMo3fu3cvO3fuzPRIrJdffhkfHx82bdrEunXraNu27QPv1nhUL730Eh988AELFy5kx44dDuNKlSpF+fLl+eOPP1i3bh1NmjTBw0Op9KdOneL06dN8/PHHrFy50v5v1apV1KlThw0bNhAbG/tQGdasWcOiRYsYOHAgL7zwwkNnf++996hatSoDBw58+AV+StbvvsaQyfsxma32Ycs2XCIh2UT90GAAouPTGDxpH/uOZbx3JjImlXXbr1KvRjAajQZnJx0vlg9gw54wbDabvdyG3WF4uhuoWDKP5Jf8kl/yS37JL/mfoWWQ/JJf8kt+yf985n8WlkHyS37JL/klv+T//55fOlL+Q6NHj+bKlSuMGzcOJyfldqLKlSvTtWtX5syZw969ex96WgMGDKBw4cJ06NCBVatWERYWxsWLF/npp5/o1q0bb775Ji1btnT4jF6v57XXXmP+/PmcPHmStm3bZjntlJQUIiMjs/xnNj/4xTy9e/cmJCSEYcOGkZyc7DDu9ddf548//mD79u20a9fOPnz58uW4urrSuXNn+7tR7v7r2rUrRqPRfscKwNWrV9mxY4fDv/3793P58mWGDBlCvXr1aNSoUZb5s7vzR6PRMHLkSCIjIx+4fP+FN5uWICo2jYET9rL3n1vMWXGab6cfpNnLhaheQbm7qXxxP6qUzcvwqQdYv/sam/dep/PgLeh1Wnq+U8E+rW5vluPY2Wj6jNrFjoPh/PDrUX5efpqPOpTD1eXpPNlP8kt+yS/5Jb/kV2P+Z2EZJL/kl/ySX/I/n/mfhWWQ/JJf8kt+yS/5/7/n19ju7aIRj6Vjx44EBQUxevToTOM2btxIjx49GD58OG+++abDOJPJxBtvvEFkZCSrV69+qMdR3f3cokWLWLFiBZcvX8bJyYkyZcrw1ltv0bhx4yw/c/nyZZo0aULt2rX5+eefM42vV68eN27cyHaeS5cupUKFCg9c1v3799OpUyfeffddBg8ebB+emJhI7dq1yZ8/P3/99Reg3KVTp04dGjVqxDfffJPlPNu2bUtycjJ//fUX9evXzzJfUFAQPXr0+Nc7SubNmwcoL5nfvHkzwcHBmcaPGDGCUaNGZdvR9LBsF4b/a5l9xyJ4b+BmfhlVnxoVMx4Bt/vITcbPPcrFsHj8fVx4rUFRPupQDoM+o+8zKjaVUTMPs/vILWw2GzUqBtL3vRcoEuR4q9rGPWFMnn+cy9cTCMzjytstStK5bZks82iKD1V1/kddBskv+SW/5Jf8z2f+/4/LoPb8j7oMkl/yS37JL/lzlv//4zJI/tzN/6jLIPklv+SX/JI/6/z/RjpShHhKHuYA7P+bRz2A/P9I7csg+XOX5M9dkj93Sf7cpfb8oP5lkPy5S/LnLsmfuyR/7lJ7flD/Mkj+3CX5c5fkz12P0pEij/YSQgghhBBCCCGEEEIIIYTIxtN7QKfIkVatWhEWFvbAMvv27bO/Y0UIIYQQQgghhBBCCCGEEE+PdKT8PzN9+nRMJtMDyxgMhv8ojRBCCCGEEEIIIYQQQgjxfJOOlP9nChQokNsRhBBCCCGEEEIIIYQQQghxh7wjRQghhBBCCCGEEEIIIYQQIhvSkSKEEEIIIYQQQgghhBBCCJEN6UgRQgghhBBCCCGEEEIIIYTIhnSkCCGEEEIIIYQQQgghhBBCZEM6UoQQQgghhBBCCCGEEEIIIbIhHSlCCCGEEEIIIYQQQgghhBDZkI4UIYQQQgghhBBCCCGEEEKIbEhHihBCCCGEEEIIIYQQQgghRDakI0UIIYQQQgghhBBCCCGEECIbGpvNZsvtEEIIIYQQQgghhBBCCCGEEP8fyR0pQgghhBBCCCGEEEIIIYQQ2ZCOFCGEEEIIIYQQQgghhBBCiGzoczuAEM8q28lPczvCI9OUG2//27anTS4myTlNzRX2v+U7+O89U+tf7fk3Ns7FJDmjabje/rfq6/+F4bmYJGc0xYfa/7bNLJeLSXJG0/Wk/W/Vb78qzA/qXwbJn7skf+56po5BVd4G3/jYNxeT5EzQ9Fj732pf/2qs/3DfNqDCZZD8uUvO43PXM5V/5cu5mCRnNK/teOiyckeKEEIIIYQQQgghhBBCCCFENqQjRQghhBBCCCGEEEIIIYQQIhvSkSKEEEIIIYQQQgghhBBCCJEN6UgRQgghhBBCCCGEEEIIIYTIhnSkCCGEEEIIIYQQQgghhBBCZEM6UoQQQgghhBBCCCGEEEIIIbIhHSlCCCGEEEIIIYQQQgghhBDZkI4UIYQQQgghhBBCCCGEEEKIbEhHihBCCCGEEEIIIYQQQgghRDb0uR1AKOrVq0ebNm3o2bPnA8v169ePtWvXMnXqVBo0aOAwbvny5QwcONBhmJeXF1WqVOHzzz+naNGiD5Ulq+ncb968eQQFBVG/fn3mzZtHjRo17OOioqKYM2cOW7Zs4ebNm2i1WkqWLEnbtm1p3749Go0GgH379tGpUyc2b95McHCww/SvX79un/bd+TxIjx49CAoKemDuHj160LNnT+rVqwfA6tWr8fDwcCjzxRdfcOPGDX799dcHzu9JuRWVSss+O5jyxYvUKJ/HPnzrwQh+XHyes1cT8fV0oknN/PR6qyTurhmbbER0GmPmnWbXkUjMFhuVSvnQ5+1SVCju80jzeqz8MSZaDr7IlF4FqVHaPSP/P4n8uDqSs2Hp+HrqaFLNi15tAnB3yei7jYg1Meb3CHadSMJsgUrFXOnTLoAKRVztZaxWG3PWR7N4Wxy3Yk2E5HOiS1N/WoZ6P5n8sv5l/T/P+WPNtBx5gyldA6hRMuN733o8hR//iuPsDSO+HjqaVHanVwsf3J3vqT9xZsasiGXX6VTMVhuVQpzp09KXCoWds51fz5m3ORmWzpavCz6Z/Kqv/ym0/GQdUwa/TI2KgRn599/gx4XHOXs5Dl8vZ5rULkSvjhVxdzVk5I9KYczsI+w6dBOzxUqlMv706fQCFUo41o1dh28ycd5RLlyLJ4+PC283L0nntqXt7fBj5U+00XKuhSmttdQolLFut1608uNeK2cjwdcVmpTS0KuWFnenjHlGJNoYs93Kris2zFaoVEBDn9paKuS7c3xwzcp7i63ZzrtHTS09aj7+tUCq34Ylv+SX/JJfjkFzll+NbbBGg1vt9/F45UN0/oWxJkaRduwPEtaMxpaWCIAubxG824/EuXgoNquZ1EOrSFgxzD4eQOPsjlebYbhWbonG2R3jhb3EL/kSc8SFjDIunng2H4BrpRZovQKwRF0lecdsknfMBpstZ/nvo8rv4N78at8GJL/kf5z8am/DJH+u5ge4FWeh5YRopnTyoUYxp4xlOJ3Oj5uSOHvLjK+bliYVXejVyN3xt4h4C2P+SGLX2XTlXLKQgT5NPKgQnNFOpJtsVB1yG/N9p5RuThoOfxPwWNmlI0VFEhMT2bRpE0WKFGHRokWZOlLu2rVrFwBWq5Xo6GimTp1K586dWb9+Pc7O2f/IdVezZs2oU6eO/f979uxJvnz5GDRokH2Yt7c3t2/fzvTZ8+fP88EHHxAUFES/fv0oVaoUJpOJ3bt38/3333P8+HG++eabR1ru/Pnz25cJYPbs2fzxxx8sXbrUPszNzQ2dTueQ+67Ro0ezfv16XnnlFfuwGzduMGbMGL7++utHyvIk3YxKpcvX+0lMMTsM3/j3LXp9f4jq5fIwsV8VjGYr05ac58jZWBaMDEWv05KYbOLtQXtITbPQ+62SFM7vzoa/b9Fx8F7mfRNKxRI+DzWvx8ofbaLL+KskpjrumTYeSqDX1OtUL+XGxE+CMZptTFsTyZELV1jwZRH0Og2JKRbeHnmF1HQrvdsGUDjQiQ0HE+k4+grzPg+hYlHlIGDSikh+/jOKnm0CqFDEhe3Hkhgw4wYaDbR46fEOAmT9y/p/rvPHmukyNYLEVMeT4Y1Hk+k1K5LqJVyY2DkAo8XGtL/iODIpjQWf5lfqT6qVtyfcUupPCx8K5zWw4Z9kOk68xbze+agYkrmdWb0/iY1HUyjgp3sy+dVe/yOT6fLVVhKTTY7594TRa+ROqlcIZOIXtZX6s+gER77cwoKxDe/UHyNvf7aR1DQzvTtWpHCQJxt2h9Hx803MG1WfiqX8AfjnTBTdhm+naZ1C9H63IodORTJ2zhEsFiv/61Du8fIn2Oiy1EJiuuPwjeet9FplpXpBDRNbajBaYNrfVo7csLDgbR16rYbEdBtvL7SQaoLetbQU9oUN5210XGRh3hs6KubXUC5Qw6K3M9eVH3ZZOX7LRvPSj/8DiOq3Yckv+SW/5Jdj0JzlV2kb7NGoN16tBpG0cTLpZ7ajDyyOV8sv0RcoQ/QPbdG4euHfdzXWhAhif+mG1jMv3m2Go/cvRPTk9vbp+HaeiVORF0lYMRRraiJeLT7Hv+9qIr4OxZYSD4Bfl9kYQiqTuGY05lvncC79Ct5vfIfW3ZfEP8bmcM1nUOt3YM+v9m1A8kv+x8mv9jZM8udqfoCbcRa6/BxLYtp9v0WcSKPXb/FUL2pg4jveGM0wbUsyR2YaWdDNL+O3iGkxpBpt9G7sQeE8OjacSKfj9BjmfeRHxYJKZ8q5CDNmK3z/phcF7/kNQqd9/PNI6UhRkbVr16LT6fjkk0/4/PPPuX79eqY7OQDy5s1r/zswMJChQ4dSp04d9uzZQ926df91Pi4uLri4uNj/32Aw4OLi4jDdrFitVvr370+BAgX47bffMBgyegOLFi1KSEgIXbp04b333qN48eIPs8gA6HQ6h3nf7TTJKs+9uQEWLVrE2rVrGTJkCBUrVrQPL1iwIL///jtNmjShZs2aD53lSbBabazcdp0xv5zO8oKeKb+fo1iwBzO/qo6TQel1fbGsH40+2cryLdfp0LAQy7aEceN2KgtGhFKljB8AtSrlJTbByKjZp1g4quZDzSvH+ffEM+b3iKzzr4qkWH5nZvYrjJNe2Um9WNKNRp+fZ/muODq84suynXHciDKx4MsQqpRwU/KX8yA2ycyohbdYOKgIqelW5m2MpmPDPPyvuXJAHFrWg5NX0vh1U0yODwBk/cv6fxzPRP79SYxZEZt1/j/iKBZoYOYngRn1p5gLjYZdZ/nfSXSo5cmyvYnciDazoG8+qhRT9rm1yrgSm2xl1PIYFn6a32GaEXFmRiyNIZ/P43eiPBP1f/Nlxsw+gi2LBZiy4DjFCnoz8+tXcTIo6+vFcnlp1GUNyzdeokOT4izbcIkbEcks+L4hVcoq7WCtyvmJTUhn1MzDLBzbCIDJ849RpqgvY/or9anOiwUwm638tPgknVqXwsX50Q8BrTYbK08qd5Nkuf73WCmWB2a+rsVJd2f9B2toNMvC8hM2OlTUsOy4jRsJsOAtHVWClDK1QiA2xcKorRYWvq3Hw1lDpQKO095ywcreazYmttRSxC/nB8DPxDYs+SW/5Jf8cgyas/xqbYM1Gjwb9SZ551wSVioXAqaf2Y41KQa/rrMxFKqEc5m6aN19iRzxCtbkGAAsseH491yCU7EaGC/uw6lINVxfaErU5Pakn9wEgPHCXgK//Qf3V7qQ9Oc4DAUr4lK+AdEz3ift8CplXmd3oHHzwaNRr8fqSFH1d8Azsg1Ifskv5/GSPxfy26d7OI0x6xLJarJTNiVTLK+OmZ19M7aBIgYajYlm+cFUOtRwY9nBVG7EWlnQzZcqIcqdLLVKOiu/RaxJZOEnynKdCTeh10LjCi72aT0p8o4UFVm+fDnVq1enfv36GAwGFi9e/FCfc3V1/fdCT8C+ffs4c+YMAwYMcOhEuatOnTr89ddfj9SJ8jhOnDjBiBEjaNGiBe+8847DuFatWhEaGsqgQYNISkr6T/LcdfZqAsN+OkHrV4MZ07tSpvGXbiRRq1Je+84PwN/HmaJBHmw/pNwFdPF6Et4eBvvO764aFfJw5Gws8Ummh5pXjvJfT2fYLzdpXdObMV0LZBp/KTydWuXdHXZW/t56iuZ3ZvtRZV1fvJmOt7vW3vjb85d258iFVOKTLTgZNCwcVIQPmjjePmjQazCacr43l/Uv6/9xqD5/uJFhi6JpXd2DMe/5Z85/y0StMq6O9cdLR9F8BrafTFHy3zLh7aa1d6LY85dw4cildOJTLA7Dv1oQTa3SLrxUyrF8jvKrvf5fjmPY1P20rhfCmH6hmfOHJVCrSj77jwcA/r6uFC3oxfYD4Ur+sHi8PZzsPx7Y81cM5MjpKOITjRhNFvYfu02DUMeLLRrXLkRyqplDpyJzlj8Shm200rqshjHNMh9CXoqGWiEaeycKgL+7hqJ+sP2Sst4uxtjwdsHeiWLPX0jDkXCIT8u8ftNMNr7dbOWVohqalHq8Q1fVb8OSX/JLfskvx6A5y6/iNljj4knKvt9JPbDUYbjp1nkA9HmL4FKuHsYLe+2dKADpp7ZgTU3ApXxDAJzL1cOalkT6qS32MtakaIzn99jLACTvmEv6me0O8zJHnEPr4onW88EXVz6Imr8DeAa2Ackv+eU8XvLnUn6As7fMDFuRQOsqrox5I3OH3qXbZmqVdHbcBjx1FA3Qsf2MUVmG2xa8XTX2ThT7MhRz4shVE/Epyp1ep8PNFAnQP/FOFJA7UlTj/PnzHDt2jO+++w53d3deffVVli1bRs+ePbPstLgrOTmZiRMnEhQURGho5oOVJ2n//v04OztTtWrVbMsUKVLkqWa4KyEhgd69e1OoUKEsHyWm0WgYMWIELVu25Lvvvnvkx409jvz+rmyY+ir5/F3ZdyI603gfTyfCI1MdhpnMVm5GpWK884A/X08nklPNxCeZ8PbI+P6v3VJ+6LwekYK3h/e/zitH+f0MbPiuOPn8DOw7k5xFfj3h0Y63aZvMNm7GmDCalYbb10NHcpqV+GQL3u4ZB8rXbis7x+uRRsqFuFKqoPLDq81mIzrBwvJdcew9lczw9xyveH+k/LL+Zf0/BtXn99WzYWgw+Xz17DuXmmm8j7uO8BjHW3dNFhs3Y82Z60+KBW+3e+pPlPK569Fm+/AlexI5GZbO2kFBfLcihsel+vof4MaGWa3I5+/GvmMRmfN7ORN+O+W+/FZuRqZgNN2pP97OJKeaiE804u2ZcQB57aby/PPrEUm4OOkwma2EBHk5TKtQfk8ALl9PoFblR1+O/J6woYuOfJ4a9l3L/A4TH1cIT3AcZrLYuJkIRsud9e8KyUalw8TbJePA9lqcMv56PHjf1+c277CNiCSY0+Hxr/9R/TYs+SW/5Jf8cgyas/wqboNtqQnEL/4i03DXSs2UnDfPoM9XktSDK+77oBVL9DX0gcqFjPp8JbFEXQWbYxtujryEa3Xl8V+msGPELeibeV4vNMeSEIk1KeqRst9Lzd8BPAPbgOSX/HIeL/lzKT9Afh8dGwb4k89Hx76LxszL4KYlPM7xokyTxcbNOCvGOz9R+LprSE63EZ9ixdst49zwWrTyueuxFrzdtJy5aUavhc6zYjlyxYiTXkPjCi581sIDD+fHO6eUO1JUYvny5Tg7O9vfi9K8eXOioqLYtGlTprKVK1emcuXKVKpUiapVqzJ//nz69euX6bFXT1p0dDTe3t5otfe8BCgiwp7n7r/p06c7fK5FixaZyrRo0SLHOWw2G59//jmxsbFMmjQJNze3LMsFBQXx+eefs3jxYod3sDxtPp5O5PPP/i6hdvULsvHvW8xcfpGY+HTCI1MZPPUYiSlmUtOUnUOrV4LQaDT0/v4Q568lkpBsYs32G6zYEgZAarrloeaVo/weOvL5Zd951662DxsPJTJzXRQxCWbCo00MnhNOYoqV1HRlB94q1EfJPzWM8zfSSEixsGZvPCt2xSn5jY4H9+v2JVC7zznGL73NyxU9aPUYL0mT9S/r/3GoPr+7jny+2V9D0S7Ug41HU5i5MZ6YRAvhMWYGz48iMdVKqlE5gG9VzR2NkxzahwABAABJREFUFnrPiuT8TaNSfw4kseLvpDv5lXI3YsyMXh7DkA558PV4Mu9GUX/9dyaff9ZtEkC7hkXZuCeMmUtOEROfRvjtZAb/8DeJyUZS05Sjx1Z1iyj5R+3k/NU4EpKMrNl6mRUbLyn508wkpignYR5ujuvK3U357pNy+JxbH1cN+Tyzv6qnXQUNG8/bmLnPSkyKjfAEG4PXW0lMh9Q754WtymjRaKD3aivno2wkpNlYc8rKihNKvUl1PH/EaLHx62ErzUprKOz7+FcUqX4blvySX/JLfjkGzVl+lbfB9zOEVMWzcR9Sj/6JOfw0WlcvrPe8VP4ua1oSGhelA+FBZbR3ymTFvd5HOJeqQ9L6iY/1snm1fweq3wYkv+SX83jJn0v5QekoedDjvttVc2XjiXRmbksmJslKeKyFwUsTSEy757eIyq7KueRv8Zy/ZSYh1cqaI6msOKR0IqUabdhsNs7eNHM1ykL9ss7M6OzLR/XcWXc0jY9mx2G1Pt7zyuSOFBUwm82sXr2aV155BQ8PDwBeffVV3N3dWbRoEU2bNnUov3LlSkDpUEhISGDr1q0MGDAAUDpgnhZfX1/i4+Mdhvn7+9vzAHTs2BGTyfFXkhkzZhAYGOgwLCIigo4dO+Yox88//8yWLVuYMGECxYoVe2DZN954g/Xr1zN48GDWrl2bo/k9aT3eKIHFYmPSorOM++0MBr2G9g0KUb9aIBeuKz9UFi/oybQvX2TItOO07LMDgHLFvOn5ZklG/HwKF+cn86NljvK/lheL1cakFbcZt/Q2Bh20f8WX+pU9uRCuvJm4eJAz03oXZMjcm7QcrBz0lgtxoWebAEbMv4WLk2Mfb8Wirvz6RWHOhqUzacVtuoy/xq+fF0ajefK36cn6l/X/XOdv5qPUn7WxjFsVq9Sfmp7Ur+jGhZvKvrt4fiemfRTIkIVRtByhPGahXEEnejb3YcTSGFycNNhsNgb9FsUrZV1pXNn9v8uv9vr/TgWl/vx2jHFz/8Gg19K+cTHqvxTMhWtK+1q8kDfThr7CkMn7afnJH0r+4n70fLciI346hIuzHqPJ8qDZ8ATesZd1/ppaLFYrk3ZbGbcTDFpoX1FD/eIaLkQrB6zF/TVMa6NlyAYrLecqOcsFQs9aWkZsseJy35Hp+nM2IpPhw2r/zbU/qt+GJb/kl/ySP7fySxv8n7XBTsVqkOeTRZijrxI3r7syUPOAdvLuHSgPU+Y+7q92xfv1kaQcXE7S5h9zmPjhqOk7yDK/2rcByS/5Hye/2tswyZ+r+QF6NHBXtoENSYz7M0nZBqq7Ur+sMxduK/v14oF6pr3vw5DlCbScoNwtUy5IT8+GHoxYnYiLQYPNBj++54Ofu5YS+ZSTy2pFncjrqWXAogR2nTPycmnnHOeUjhQV2LZtG1FRUWzcuJGyZcvah1ssFvbt28fly5cdHplVuHBhh89XrFiRf/75h9mzZz/VjpQqVaowffp0jh49ygsvvAAoL4q/N49en7nKFShQgOBgx+eX6nQ524APHTrEhAkT6NSpE82aNXuoz3z77be0bNmSUaNG5WieT5pep6Vfx9L0eKMEYREpBPi54OVu4N3Bex1uv6tdKS+bp9flxm2l5zU40I1lm5WeZB+P7K90eNr0Og392gfS47W8hN02EeCrx8tNx7ujruB9z1Xptct7sPn74tyIUn6cDc7rxLIdsYBy1fy9CgU4USjAiWql3PFw1fLFrHAOnkuhWqkn/wOtrH9Z/49D/fk19GvtR49mPoRFmQnw1in1Z8JNvN0zDsxrl3Fl8/BgbkQrV/QF+xtYtle5wtHHTcv8HYmcDTey+ssCmO880unuBYxmiw2tBrRP4Sz2maj/H1SixzsVCLuVRICfK14eTrz72Ua8PTMO9mpXyc/m2a24EaE8FiA4nwfLNlxU8ns6kZqufC/J993ekXTnCk1Pd8dnyj6x/FoN/V7W0aOmjbA4CPAALxcN7y4yOzyuq3aIls1dNdy4c+1FsI+GZceVH3B87rt5dsM5GyXyQOmAp/Srx/3LoPptWPJL/pyT/JL/cUgb/N+0wa5V2+D73lTMty8SNel1rMnKurOmJqB18chUXuviiSlOufDFlpqAzisgyzLW1PuezanR4NX2azwb9iBl/xJi53Z7rNwPQy3fQfb51b4NSH7J/zj51d6GSf7czA93toGmnvRo4EFYjIUALy1erlrenR6Dt2vGuWDtks5s/tyfG7HK+WOwn45lB5Tl8XHTotVqqFEs837+lTudJ2dumh+rI0Ue7aUCy5Ytw9fXl5UrVzr8+/HHH7HZbA/10nmbTbm96WmqXbs2JUqUYOzYsZnuOgGIj48nOTnzsyCflJiYGPr27UuFChX47LPPHvpzBQoU4IsvvmDp0qUcPHjwqeV7WPtORLPzSCTOTjqKF/TEy92A2WLl3NUEyhVVbsUMj0xl6aZrmMw2ggPdCA5UbpE+eSkebw8DQQFP/ja8h85/Jpmdx5NwNmgpHuSMl5sOs8XGuetplCus/EIWHm1i6Y5YTBal4Q/Oq+zkTl5Nw9tdR5C/gZgEMyt3xxGd4Hjrddk707gd92Rui8+UX9a/rP/nOf+5VHaeSlXqT36njPoTbqJcQeVgIzzGzNI9iUr98TcQ7K8ccJ0MM+LtpiUoj571R5KJTbJS58vrlO99lfK9r7JqfzLhMRbK977K1D/jnk5+tdf/YxHsPBSu1J9C3nh5OCn150oc5Yr5KvlvJ7N0/UVMZivB+TwIzqf8aHLyYgzenk4EBbpTKL8nOq3G/rzwu66FK/9ftKDjM8OfWP5rVnZetuKs11DcX4OXiwaz1ca5SCgXqBz8hifYWHrcismqdKAE+yjDT0YoL6EPuueJAyaLjV2XbY/9gvlHWga1b8OSX/JLfsmfW/mlDX7qbbBHwx74fjgL46UDRI5tjjUh4z0j5ogL6PMWdfyARovOvxDmW+cAMEVcQJenENx3Nbo+oKi9DAA6A35d5+LZsAeJGycTO/t/YH3wXR5Pghq+gwfmV/s2IPkl/+PkV3sbJvlzNT/AvotGdp5Nx9mgoXigHi9XrbIN3DJTLkj5zSE81sLS/anKNuCnI9hP6Tw8ecOEt5uGIF8tEQkWFu9LITzWsd1KMym/ifu5P965pXSk/D9y9epVduzY4fBv//797Nixgw4dOlC6dGlKlixp/1e/fn2qV6/O8uXLMRozXtQTGRlp/xcWFsbMmTP5+++/adWq1VPNr9Pp+OGHHwgLC+ONN97gjz/+4Nq1a1y8eJFffvmFFi1aYDKZqFix4lOZf//+/UlLS+Orr74iLi7OYT1ERkaSmJj5ebB3tW/fntq1axMWFvZUsj2K9XtvMmTaMUzmjNurl22+TkKymfo1lEegRcenM/jH4w4vfoqMTWPdznDqVQt8KrdqPqz1BxIYMjcckzmj427ZzjgSUqzUr6w8ezc6wczgOTfZdzqjYy0y3sy6fQn8H3t3Hm9D/T9w/DVz1rsvrmvflytkKzspJEQlkRYUSilR8ouSUqGERElpkdJijzb715ZIZEn2fb/7fs4958z8/hjOddx7xcWX8X0/H4/7cMx8zsx7Pucz8/nMfGY+07JuKIqi4PLoDPn0OLNXpQQsf+3fxnfiSl+dd/5I/kv+Xw7Tx/9XFsO/TcDjO6f8rMsgLVujVS2joZWY7mPYN4ms3+3yp4lP8/LTxkxa3hyMoiiMeCiGWYNLBPzdXjOIouEWZg0uQdemBY/DfVnxm738rz3M8EkbAsvP4v2kZXpo1dh4cjMx1cWwiesDXtIan5TNTysP0bJhaRRFwWG3cGvNWBb/diTgJorFa48QFmKjVtUiVyf+3TrDF2uB5WebTpobWlU2mpyJWTBskcb6w7lp4jN1ftqp07KSElD+dydAthfqlboq4ea/DWbfhyV+if8ySPwS/+WQOvjq1sHBzR8jovObZP85n4RJD6C7Ap8gce9Yjr1KE9TQ3OU7qrdEdYbh3rHiTJoVqEHhOKq38qdRQ4tgr9wY15k0AFE9J+Os04GUmUNJmzO8UPEWxvX+G/xr/GbfByR+if9y4jd7HSbxX9P4ARZtczF8TlrgueTGbNKydVrVMG7qTMzUGDYnLeBl9fHpPn7a4qLlTQ4URcHng+Fz0/l+fXbA8n/Z4sKiwi0VLu/JGxna6zqycOFCFi5cGDAtODgYXdd56KGH8v3O448/ztNPP80vv/zin9asWTP/Z4fDQbly5XjppZfo2bPn1Qn8HJUqVWLBggVMnz6dKVOmcPToUTRNo3z58nTu3JmHH36Y2Ni8jxNfCWvXrgXg/vvvz3d+p06dePvttwv8/tkhvq61bm3KMWvJEYZO2kLnVmXYeTCN8V/vpH3TEjSoYTT6alaKoF61KEZ8so3BPW7CalGYMGMXVotC/25Vr238d0Qxa1UKQz87Rufmkew84mb8rFO0bxBOg2rGI6Q1yzupVyWIEV+dYHDXYlhVhQlzT2O1QP/7jPJRsoiNzs0jmbwgHqvFuINi4+4spv6UyAPNI6lcqvCP4l0wfsl/QPL/fzb+ZmHM+i2doV8l0LlxKDuP5jB+QTLt6wXToIrR6K5Z1k69ig5GfJ/I4PuijPgXJhvl5+5IACoWy9s4iQxRsVnh5nJXp+zADVD+21Vh1q/7GPreOjrfWYmdB5IZP20L7W8rS4ObjQZwzcrR1KtelBEf/sHg3nWxqioTvtqC1aLS/5Gb/ct6ulsNHn9lOQNHr6Fzm0ps/ieez+b+w6DH6hB0/otIrlT8tVVmbfMx9FeNzjUVdsbD+FUa7eMUGpQxGuY1ixkdIyOWagxuAVYVJqzWsKrGe1LOtTveaERXKvLfa9Sbfh+W+CV+iV/iv1bxSx3sX9aVroPV8FgiuozEm3CIzP9MxVa2dsB8X/wBMld9TsgdT1JkwDzSf3oHNSSaiPtH4Nq+hJz9GwDI2fsb7l2rie71CalzX0PLTCK8wxD07FQyV30GgLN2O4IbPED2lp/JObARW4VbA9blObIVvDlcDdfzb3BR8Zt9H5D4Jf7Lid/sdZjEf03jB+jWKJhZG7IZOjONzvWd7DzuZfyvGbSv5aBBRePpq5qlrNQrb2PE/HQGt9eNc8lFGVhVhf53Gk8oloyycP+tTj5flYnTBnXK2fjzgIePV2TySONgKhS9vDpAOlKuE8uXLy/U91q2bMmuXbv8/y+oE+FyfPXVV/lOL126dMC6zwoPD+fZZ5/l2WefveByGzZsmO/3L7RsgP79+9O/f/880wtKf76C8rpEiRLXxdBeVcuFMeXlWxk/YxdPj/qDmCgHfTtXpm/nyv40iqIw8f9uYfQXO3htyjZ0HRrWLMLEl+IoWfTaPo5XtbSTKQPLMH72aZ5+/wgxEVb6dihK3w4x/jSKojDxmTKM/vYkr315woj/pmAmPluakkVyL8C+1qMEZYramLkyheOJHkpEW3muU1F6tb06dxGB5L/k/+Uxffwl7UzpW4zxC5J5esppYsIt9L0rkr535Y63pCgKE/vEMnpOEq99l2jEX9XJxD6xlIy+ts0K05f/8pFMeb0F46dt4ek3VhIT6aTvgzXo27VGYPwvN2P01E289sEf6LpOw1rFmPhKbUrG5o533Kh2cSa+3JxJM7bxzJurKFYkiMG96tLr/puuXvxFFaZ0Uhm/WuPpeToxIdC3kUrfhrkdIYqiMPEeC6NXaLy2RDPyv4zCxOYqJcMDO0wSs4x/I67OjXP5b4PZ92GJ/xpGL/FL/JfH9PFLHexPd6XrYGfNO1Htwagx5Sg6+Jc885O/7EfWum9JeO8eIrqMIqrXJ+iuDLL//IHUOa8GpE38uDsRD4wk4v43QFXJ2beepKmPo2cZLy4LqmuMYhFUuz1BtfO+c/TkK7XwJV6dURyu59/gouI3+z4g8Uv8lxO/2eswif8aRm+oWtzKlMciGf9rBk9PSyEmzELfO0Lo2zL32K4oChMfjWD0jxm8NjcNHWhY0c7E7qGUjMp9R9DrncIpE23hh00uPlqeSfEIC8+1CaX3bcGXHaeiX+0XZwjxP0r/+4VrHcIlU2qM93/Wf+t0DSMpPKXJPP9n+Q3++26o/Dd7/EvuuoaRFI5y5yL/Z9OX/70jrmEkhaNUfs3/WZ9a4wIpr0/KE3/7P5t+/zVh/GD+bZD4ry2J/9q6odqgJq+Djz0VdQ0jKZxSU5L9n82e/2Ys/3DePmDCbZD4ry05j7+2bqj45992DSMpHOW+VRedVp5I+R8zdepUJk+efME0L7/8Ml26dPkvRSSEEEIIIYQQQgghhBBCXL+kI+V/TNeuXWnTps0F0xQpcvUe9xNCCCGEEEIIIYQQQgghzEQ6Uv7HREREEBER8e8JhRBCCCGEEEIIIYQQQgiBeq0DEEIIIYQQQgghhBBCCCGEuF5JR4oQQgghhBBCCCGEEEIIIUQBpCNFCCGEEEIIIYQQQgghhBCiANKRIoQQQgghhBBCCCGEEEIIUQDpSBFCCCGEEEIIIYQQQgghhCiAdKQIIYQQQgghhBBCCCGEEEIUQDpShBBCCCGEEEIIIYQQQgghCiAdKUIIIYQQQgghhBBCCCGEEAWQjhQhhBBCCCGEEEIIIYQQQogCKLqu69c6CCGEEEIIIYQQQgghhBBCiOuRPJEihBBCCCGEEEIIIYQQQghRAOlIEUIIIYQQQgghhBBCCCGEKID1WgcgxI0q573K1zqES2Z/fq//899dndcwksKrMdPl/6z/1ukaRlI4SpN5/s/Hnoq6hpEUTqkpyf7PZt8HzJ7/+tQa1zCSwlGe+Nv/OWFg0WsYSeHETIj3fzZ7+Td7/Gasw8xef0FgHZb6cslrGEnhRIw67v+cNbLcNYykcIJfOeT/bPY6wOz7sNnjN3sdbPo2nAnrgHOP/2Yv/2ZsA0FgO8jsdfC+nqHXMJLCqfRlhv+z2Y+hZtwHbqTzGLOXf7PXYf9GnkgRQgghhBBCCCGEEEIIIYQogHSkCCGEEEIIIYQQQgghhBBCFEA6UoQQQgghhBBCCCGEEEIIIQogHSlCCCGEEEIIIYQQQgghhBAFkI4UIYQQQgghhBBCCCGEEEKIAkhHihBCCCGEEEIIIYQQQgghRAGkI0UIIYQQQgghhBBCCCGEEKIA0pEihBBCCCGEEEIIIYQQQghRAOlIEUIIIYQQQgghhBBCCCGEKID1WgcgxP+00OLYuv+Md+HT6EfX+ycrFe7A0uhZlJhqkJ2MtucXfL+9B56s3O+GFMNy20uo5W8DxYp+YjO+38ahn9oesAq15oOo9R5DCS8FacfxbfkabcvXhYtXUYhq3ZvoNn2xFauALzWe9I0LOT3zTbTsdADsxSpS/LF3Ca7WFN3nJe33uZya8Yp/PoDqCKHYoyMJa3gfqjOUrB1rOPnlYHJO7Ml3taozlEpj/yRzxyqOT36icLHn42SSh47D9vHBc2VoWC3EP33FX+lMXhDPriNuosIstK0fznOdYglx5vY9n0r2MOb7U6zZnoHXB3UqBTGwcyw3Vwjyp9E0nS8WJTLzPymcTPZQvridPu1i6Ng4ovBBKwrBzR4jtEVvLDHl0NITcG39mbSFb6O7jDy2FK1ARJdROCo3Rte8ZP/5A2nzXvfPB1AcIYR3ep2guh1RHCHk7F1H6qyX8Z7am5vGGUbY3YMJqtMBNTwWX8IhMld9Tuaqz0HXC78NZ5mt/MMNlf8n03U6TvPxwb0qDcvmlu0V+zQmr9PYFQ9RQdA2TuG5piohdsWf5lS6zpiVGmsO6ng1qFNSYWAzlZuLG2nWH9boOVMrcN3PNlF5tkkh7uVQFJyNe+Bs9jiWIuXR0uPJ2f4rWb+8g+7OAECNqUDofW9irdQIfF7cWxaQteAN/3wA7CGEdByOo3YHFEcInn3ryJw/DN/pffmu1l6jDeFPzCBhYNFLj7kgZiz/Zo9f6jB/mmtZh9nrP4q9YU/U6HLomQl4dizCtWwsnN2Ho8vjvHsE1vIN0DUfnu0Lcf060j8fAHswzrbDsNVoj2IPwXvwd1w/vY6WELgP25v0xt64F2p4cbTTe3EteQfv7uWFj//cTQkrjvPJxbhnPYl2+Hf/dLVyS2zNB6DGVkPPSsb3z094Vo4L2AeUsGLYWr6CpVILUC1oRzfhWfku2olt564Ba8MnsNZ7BCW8OHrKUbx/Tse78csrEr9Z6wBT78M3QPymroNvoDYcmLAOMHv5P59J20GmroMVhfDbexHe6glsRcvjS4snc/NPJM0d6d9HrbEViXn4bZxVm4DmI+OPeSR+/2qefbhI1zcJufVeVGcI2bvWkvjNEDwnc8uQGhxJdJfXCal7N2pQGK59G0maNRz3gU2XFb+pj6HnMmP5N3v8Zi//5zFdHXaOK/5ESsuWLZk0aVK+89avX09cXBxHjx7NM++9994jLi6OL7/Me3Jw9nvn/tWrV4/u3bvz119/BaTt3r07Q4YMuah4zo/p6NGjedZz/t/ZZZ2/3JYtWxb4nbp16wasc8GCBXTt2pU6depQt25dOnfuzHfffVdgjBeSkJDAu+++S7t27ahTpw716tWjW7duzJw5E/2cRlp+eVitWjV/+nXr1uVZ9qlTpxgxYgQtW7akZs2a3Hbbbbzwwgv8/fff/jQ7d+4kLi6OlStXBnx31apVxMXF0b179zzLbdOmDSNGjKB79+4XzOuWLVsCMGTIkHyXAzBp0iR/OuCiljdp0iTi4uJYvjxvJX6hMnrFhZbAdv80FGd4wGSl0p1Y7/0YcrLw/vQc3pVvoZRphLXzdFAsRiJ7KLYHv0Mt2xTf2vfw/vgMetoRrF2+RSlWy78stWZXrHeORD/8G94f+qLt/hnLHcNR6/UuVMgx9wyiRK8JpG/6lSPvdiVh4XtE3PYIZQYZ5VcNjqDca4uwRMRy7MM+nP52OBFNulD6+RkByyk14EvCG93P6RmvcuyD3tiiS1L+tUWoIZH5rrd4z3exx5YrVMwFOZHoofe4Q6RnB57oL/kzjX4TjxDsUJnQrzRDHyrO7/9k8vi7B/H6jH0qPcvHw6MOsm5HJgPuj2Xis6UpXdRO97cPsnV/tn9ZE+fFM2HOaTrfFsmUgWVoXD2EwZ8c48ffUwsdd2ibAUR2G4Nr+2KSpjxKxtIPCG7Yjei+xrFTCQon5vkFWMKLkvzl06TNf4PgW+8n+onPA5YT1WsqQfXuJW3+CJKnPY0lsgQxzy9ACc6tWKL7fE5w44fJWDqZpMkP49r6KxEPvkNYu0GFjj93Q8xX/uHGyf8TaTq9Z/lIdwdOX7JHo988jWCbwoSOKkPvUPn9sM7jM314tTPl363z8Lc+1h3SGdBUZeI9KqUjoPt3PraeMNLUKKbw3cOWPH+NyyqE2uHuasr5IV2UoJb9Cen8Njk7lpL2WQ+yV0zGUb8rYb2+AIz8j3hmLkpYUTJmPEvmj2/hqNuJsMc+C1hOWI8pOOp0JPPHN0mf8QxqRHHCn5mPEpS3YWWr3ITQ7h8XKt4CmbT8mz1+qcOufR3maP4Mzo4j8exaRubXvXCvnoKt3gMEP/ypkcAZTkifWSihMWTNHohr0Sjste4l+KHAfTD4wcnYanbAtWgUWbOfQw0vTkifWeDM3YftTZ/E2e41PJtmkTWjD1ryIYK7T8NSrkGh4z9LCSuB46GvUZyBxwxL3F04un4GOVnkzH0Gz5I3sJRvguORb3L3AUcYjh5zsFRoimflWNxznkJLPYKj+yzUkrX9y7K1Hoa99Sv4DqzGPbMP3j++wNZ8ILZWwy47frPWAWbfh80ev9nr4BulDQfmrAPMXv4DmLQdZPY6OLL988R0H0fWll85+X43Un6ZSFjThyje3ygjanAEJYf8hCUiltNT+5I46zVCG3am+DPTA5ZT7OnPCW3QiaRZwzn9yZNYo0pScsjPqMGRRgJFofjA7wmp257EWcM5OekR8HkoOeRnbMUqFTp+sx9D/Uxa/s0ev9nL/7nMWIed67p4IkXTNObPn0+FChX4/vvv6dmzZ77pZs2aRYkSJdA0jdTUVL7++mt69+7NL7/8Qmxs7GXHUaJECdasWeP//+eff87PP//M7Nmz/dOCg4ML/H6vXr3o1atXnumqmttfNXv2bEaOHMkrr7zCLbfcgq7rrF27lrfeeouEhASeffbZi453z549PP7445QqVYpBgwYRFxeHx+Nh7dq1vPvuu2zbto0333wz4Dtn8xCMfD927Bjjx4+nb9++/PLLL5QqVQqAf/75h8cff5xKlSoxYsQIKlasyKlTp5gxYwYPPvggo0ePpmPHjsTFxREdHc3mzZtp0aKFfz2rV6+mRIkSbN68mczMTEJCjB7G06dPc+jQIf7v//6PAQMG4PF4ADhx4gRdunRh0qRJ/o4ni8Vy0Xlx1rm/31mbN29m4MCB3HnnnQHThw8fzi233EJExOX3SF4aBbV6Jyy3DQHynkhaGj+HnrQP77xeoBn54z32B7bHl6PWeABt+/eoNbqgRJTB831X9ONGr7Dv8FqUoGgst7+C9/sHAYz0x/7A9x+jHPiOrIOoCljqPIq26bM8675w2Aox9w4ieemnnP72VQAyty3Hl55Emee/xlmxHqG1WmENjWb/S43wpScC4Ek8SrmXFxAU15jsXesIqtKQ8Fs7cGjUPWT8tRiArH/WUuXDnUS36UvCvHcCVhta9y7CG3fGl5lyafEWQNN05v+WypjvT+V7Q9gHP8RTqYSDqYPKYbcav8+tVYNp89Ie5q5JoWuLKOasTuFYgodvXi5PvSrGMaFpjVCSM7yM/vYk375SgWy3xvQliXS/swhP3h0DQOPqofx90MVXS5Po0KgQ5U5RCGszgMzV00ib/wYA7p0r0TKSiH7ic2xl6+C46Q7UkCjiR7ZAy0wCwJd8nJj+s7BXakjOvvXYK9QnqHY7EiZ1wf33UgBy9q6j2Ft/EdKiDxm/jMNWphbOmq1J/OQxXJt+MNa1axVKcCShbZ4j/eexlx6/sRHmLP9wQ+S/puvM/9u4kzjf8v+bRqUiMPUBFbvlTPkvrdDmUx9zt+t0raUwZ5vOsTT45iEL9UoZaZqWh+QsH6NX+Pj2YSuhDoU6JQOXvXyvxrrDOhM6qlSILsRFNEUhqFV/XL9NJ+vHtwDw7F6FlpVMeM+pWMvUxhZ3O2pwFCljW6GfyX8t9QQRfb/DWqEB3gMbsJa/FUfNtqR+3A3PP8uM5ez7nejhf+Js1ovsJe8Zq3OEENRqAEGt+qO70i493vw3wrzl3+zxSx12XdRhjhb9yPnja9yLRwPg27caPSuZ4IemYClVC2vl21CCo8j64C70LGMf1tNOEPLYDCxl6+M7/AeWMrdgu6kNmdMewbt7BQCZB9cT9uJ6HI164v7PRLA6cbYcSM6aj3GvmACAd/cKQp5agKPlC2R90e3S4zc2AkutzthbvUJ++4Ct+UD0hL24v+3h3wd8RzYQ1G8Vltpd8P31HdbaXVEjy+D6sjPa0Y0AaAfWoARFY2s9HPf0zhAUhbX+Y3g3f4vn12Fn0qxGSzuOo8uneP/6Fj0x/ztPL8TsdYCp9+EbIH5T18E3QBsOTFwHmL38526IqdtBpq6DFYXIu58nbcXnJM16HYDsHf/Bl5FE8We+xFG+LkE1W2IJjebo8GZoGUYZ8iUfo8SgeTirNMK153cclRoQUvduTozrRNbWJcZydv9GubHbCW/1BCkL38VZtSlBcU05Mb4zWVsWAeDa/RvlPzhE2G3d/eu/1PhNfQw1lmre8m/2+M1e/s8wbR12nuviHSlr1qzh5MmTDB48mH379vHHH3/kmy46OpqiRYtSrFgxqlatyquvvoqmaSxevPiKxGGxWChatKj/Lzg4OM+0sx0C+QkODg5Ie/avSJEi/jTffPMNnTt35oEHHqBChQpUrFiR7t2789hjjzF9+vQCl30+TdN48cUXKVmyJF9//TWtW7emTJky/uWNHz+emTNnsnfv3oDvnc3Ds/lYr149xowZg9vtZtky40Ds9XoZMGAAN998M9OnT6d58+aUKlWKevXqMW7cOLp3786rr77KkSNHUBSFRo0asWlT4CNea9as4fHHH0dV1YCnXTZu3IjVaqVRo0ZERkb6Y4mOjgYgIiIiz7RLcX7ee71eXnvtNWrVqsWLL77oTxcREUFOTg5vvfXWJa/jcilFq2Fp9Sbajvl4f30x7/zoSugHV/sP3gBkJaIn7UOtcLuRpkgldFeK/+B9lnbkd9SSt4DjTO+6xRH4GC6AKwWcUZcctxoUTsrqb0hZ833AdPfxXYDxKHZo7TvJ3LnW3/gFyNiyFF9WGmF12wIQWudOfK4MMrYs9afxpSeQtWO1P41/nSGRlOw7mVMzXsaXefk9xwC7jrp5/csT3NskgjFPlMwzf/9xN01rhvgP3AAxEVYqlnCwcouRl/tOuIkIUf0H7rMaVgth895sUjN92G0K375SgcfbFglIY7Mq5HgK90i/4gwja/33ZP8xO2D62ccwrUUr4KzRkpy96/wngADuHcvRstNw1jQ6Ex01WqK5MnDvyH0qS8tIJGfPb/40AJmrpuHeGfi0mffUblRnGGpY4R4NNmv5hxsj/3fFw+tLNO6trjCmfd4mwP5EaFpe8V9AA4gJUagYDSv3G+V2X5JOhBP/BbSzGpZV2HwcUl15y7fLo/PWMo0WFRXaxhWu6aE4w3BvnIV705yA6b5TRv6rMRWwV7sDz/71/pMPAM/OFWiudOw3tQbAXu0OdHcmnp0r/Gn0zEQ8e3/zpwFwNHoUZ+NHyZzzEq7VnxYq5jzbYOLyb/b4pQ679nUYjjByNs/B89e8gMm+eKOtqkaXx1rldrwH1/sv4AB496xEd6VjjTOeLLZWvR3dnYl3T+7xUc9MwntgHda4VgBYytRFCYrEs+OXgHV5/v4Fa8UmYHUWahOUYjdhbzcS77a5uBc8n3d+TGV8+1cF7gOZCWgJe7FUNuJXYyqjZ6f4O1HO0g6tw1LmVnCGo0ZXRFGt+PYszZNGUS1YKragMMxcB5h9HzZ7/Gavg2+ENhyYtw4we/k/y8ztILPXwWpQOOlrvyPj95mByzxhlCFrbEWCa7bGtes3/0VkgKxty9Cy0wiudRcAwTe3RnNlkLVtmT+Nlp5A9s41BNduA4D7wCaOvtGSrO25aXRvDqCj2ArZfjD5MRRMXv5NHr/Zy/9ZZq3DzndddKTMnTuXqlWr0rJlS0qUKHHRw1xZrVbsdvtVju7KUlWVzZs3k5oaWJk/+eSTfP/99wV8K6/169ezc+dOBg8ejM1myzO/efPm/Prrr1SuXPlfl+VwOAAjPwFWrlzJoUOHGDhwYL5PhQwYMABFUfzxNm7cmG3btuH1egE4duwY+/fvp1WrVtSvXz/gKZGNGzdSq1YtQkNDL3pbC8vj8fD888ZJ7vvvvx+QT6Ghobz88sssWLDA34H036KnHcfzRSt8q0aB15U3QXYySvh5BxXVihJWEiLK+NNgC8k9UJ+hRJQ986+RTvtrGkr55qjV7gV7KEq55qjVO6H9M/+S49ayUjn5xSCydwUOAxde/x4A3Ed34CgVl3d8Wl3Dc/og9pJVAHCUisNz6gDogY/x5Zzc509zVole7+E+uovkJVem8gcoEW1j8TuVGfpQcZyOvIfAyDArxxM9AdM8Xp0TSR6OxOcAEBVqIdOlkZrpC0h3+LQx/2h8DhZVIa6Mk6IRVnRdJyHVyyc/JbBuRyYPtSxcBapnp5E6cwg5+9YHTA+q096I88ROrMWr4j113l2quoYv8TDWYsbxwFq8Kr6EQ3l+A2/8fn8az5GtpHzzPHpWSuC6at+NLy0eLSOhcNtg0vIPN0b+lwiDxX0sDL3DgjOfZ1Ijg+D4eTcteXw6J9LhSIrR6IgKgsycvBfLDp+ZfzSfc9Xpm3ROZcDLdxS+2aFnp5E592W8BzYETLff3A4A34mdWIpVwRefN/+1xENYYo28tRSrii/xYJ789yUcwBKb+7hyzvZFJL1xC67fLv4mh3/dBhOXf7PHL3XYta/DcKXh+vFVfIcDb5iyVTcufvlO70KNrYKWsD/we7qGlnwYS1Fj/1SLVkFLynsM1ZIOosYYaSyxxm9x/rK0xAMoFitqkcIN86KnHsM1uQWepW+CJzvv/KxklIhSgRNVK2p4SdTIsmfSJIE9BM4fUiLKiEmJLIuebVxEUSJK558mqmyh4jdzHWD2fdjs8Zu9Dr4R2nBg3jrA7OXfH46J20Fmr4O1rFQSZwzGtef3gOkht3QEwHPsH2wl48g5GXgjMbqGJ/4QthJGTPaScXjiD+aJ33N6P/biVY2v5GTh3rcBfF5QLdiKVSL2yamAQvrqry45djD/MRRMXv5NHr/Zy/9ZZq3DznfNO1JSUlJYtmwZbdu2RVEU2rVrx6JFi0hKSrrg99xuN1OnTkXTNNq0afNfivby9enThx07dnDbbbfx5JNP8sknn7B161bCwsKoUKHCRS9nw4YNOBwObrnllgLTXMzy4uPjeeONNwgNDaVVK+MOgs2bNxMcHEz16tXz/Y7T6aRevXr8+eefgNGRkpWVxc6dOwHjaZTy5ctTunRpmjZtmqcjpWnTphe9nZfj3XffZcuWLYwfP55ixYrlmX/ffffRsmVLXnvtNVJSUv4rMQHgToWMkwXO1v6ejVqlLeqtT0JQNISVwHLnaHCEodiMXlffPz+ArmPt8AFKkSrgCEOtdg9qjc7GQmzGS5a0nT+i/TMfa7tx2J/5C9v9X6Af34Rv5ZV5Eieocn1i7nuRtI0/4j6yAzU4Ai0rPU86nysDS5BR2ajBEfiy86bRsjNQg3MrpLD69xB2aweOT3nqisR6VmSoheLReTsfz+rcLJIlf6Yz9acEktK8HE/0MOyL46RnaWS7jQrnnsaRKIrCgA+PsOeYi7QsHwvXpTJvTQoA2TmBFdNP69NoNnA342ef5rZaodxzBV5wdZat/C2E3TWQ7C2/4D3+D2pQOJorn/x1ZaA4wwAumEY9kyY/IS374ohrTsaiCYV/UeYNVP7BfPkfGaRQPKzgIVU636ywZI/O1PUaSVk6x9N0hi3SSHdD9pk2zT03qSgKDFigsSdBJ82ls3CHxrztRkzZgW0fcnw6X23SaF9NoVxU4cbFL4i1XD2CWz2He/uv+E7uRHGGB7xM7yzdnYniNDrwjTQZ+aTJ/Y0AtMSD+V4ovSxmL/9mj/88Uodd+zrMUroujhbP4PlnMdqpXSiOMHR3/vswDmP/VJxhgS9d9afJQHGc2c/PnOCevyzdnXlmfsHH2gtypaKnF7wP+LbMxFqtHdbGT0FwNEp4Sex3jwFnGNiNfcC7fT7oGo77p6DEVAFHOJYa92Gt1cWIzRaEnnQA3+EN2G57HkvcXcY+VKwG9rvHoHtd/v3pUt1odYAZ9+EbKX7T1cHnMVsbDm6sOsCU5f8GaweZrg4+j6PirUTe/QKZm38i59gO1KD8j0GaKx016Jx9ODvvUFe6K8Of5lwxPd6j7JgthDXuSsqP48g58neeNIVlumOo2cu/2eM/jxnL/41Sh13zd6T8+OOP5OTkcPfddwNw99138/nnnzN37lz69OkTkLZDhw4oioKu67hcLnRd58UXX7wi70e5Ej7++GM+//zzPNN79OjhfzKibdu2FC9enOnTp7N27Vr/S9rLly/PqFGjLtgxcq7ExEQiIiIC3r9y6tQp2rYNfKS1b9++PPVUbgPibB4C+HxGD179+vWZMWOGv7MhNTWV8PBwf7r8REZG+l/IXqZMGUqXLs2mTZuoWbMmq1evplmzZgA0a9aMd955h4MHDxIdHc2ePXsYMWLERW3juTZu3Oh/d8q5PB5Pvr//4sWL+fLLLxk4cCCNGzcucLlvvPEGHTp04M0332TcuHGXHNfV4Fs3EVQrliYDsTb/P3RfDtq2mWj7lqIUOfOEUdJevD88ibX1W9h6GI/Maqe24Vs3Aesdr/krTes9U1BK3YJ31dvoJ7eixMRhadwf692T8C58+rLiDIprTLmX5pJz+iDHJz9pTFQL7pvVz/R6K8oF+m81I40lLIaST37Aqa+H4kk4fFlxXqpn7yuKT9OZOO8042afxmaBLi2iaFU3jL3HjbeyVi7l4KMBZRg+7QQdhxl32tQo76R/p1hGzjiJ0x64jbUqBvHVkHLsOuJm4rzT9Bl/mK9eKnfBfexi2Cs1pEi/7/AmHiJl+jPGxAvl79k7Dy4mzXlCbn+CiAdGkbVxLhnLJhcy4n9nlvIPN2b+P9tExadpTFyrMW412FToUkuhVWWFvYnGiX/lGIWPOqkMX6zRcZpRj9QoBv2bqoxcruW5y3nRbp34TOhd/8reu2Gt0IDwJ2bgSzpMxjfPGRMvmLdnLlxcaL8rIP//W8xU/s0ev9Rh174Os5StT0jPL9GSj5A9+8wwWVfqGPpvsV2lfd2z6j3j7r0Wg7C3HIruy8G7+Tt8u5egxhh3A+oJe3DP7I29/WiC+hrD0/hObMWzajz2u0agn9kH3HOfxt5uFI4HPjG+l51KzvJR2G573p/mSjNTHWD2fdjs8Zu9Dr4R23BgnjrA7OW/IGZqB5m9DnZWaUTx52fhjT/E6alPnwnt38vHBcuZljeu9JXTyPh9FsG12hDV6RWw2kme+2Y+3740Zj+G5sdM5d/s8Zu9/BfELHXYNe9ImTNnDjVq1KB8+fIA1KxZk/LlyzNz5kx69+4dsHGffPKJ/2J/ZmYmGzZsYOxY42VtTzzxxH899vN169aN7t2755keHh742FedOnWoU6cOmqaxc+dOVq5cyddff80TTzzBkiVLAt6pUpCoqKg8w4PFxMQwf/58//+7d+/uf5n7WWfzMCMjg08++YQtW7bQr18/qlWrFrDsjIy8vdznSktLC3iHSePGjdm0aRMPP/ww69at49133wWgatWqxMbGsn79ev87ZmrVqvWv23e+mjVr+n/rc3311VcsX748YNrhw4cZOnQot99+e0AnUn6KFi3KK6+8wuDBg2nXrh1hYVfm7ojLovvwrXkX37r3IaIsZJ4CdzrWLt+AK/c31w+vwfP57RB+ZtiHtKOoNR4w5rlSUUrURa3QAu+Sl9G2G2Mp6sc2oKcextbpM5QKd6AfWHH+2i9KeOMHKPXMVHKO7+HQqHvwZRhPkGlZqahBeYdtswSF4U06BoAvKxVHRN7OLzU4DC3L2L4ST0zEfeQfkpdPAzV3eDlFUYz/a748379SrBaFQV2K8ex9RTly2kNslJXwYAuPjj5IRGhuLM1qhrLs3cocSzD2sdJF7cxZlQxAZEjgkHhlY+2UjbVTPy6E0CCVIZ8eZ+PuLOrHFfzOpX8TdEsnonp+iPf0PhImPoCWaaxby05Ddeb9DVRnGJ6U44DxaLElPJ/fwBmW9w4FRSH8/jcIu/NZsjbMInna1Wm4+Jmg/MONm/9WVWHQbRaebaJzJAViQyHcqfDod14izhkStVl5lWVPKBw785OUjlSYs81ofEWeN3Tq4t06VYpAtdgrdyeyve59hD00EV/8PlI/7oaeZeS/7krz3w13LsUZipZ64kya9HzHJ1ecYVfwZYyFZJLyb/b4pQ679nWY7eZ7CHrgPbSE/WROewQ9+8w+7E7Pfx92hKKlnbmL0JWGEhqTT5rcO2n9d8HaQwPK3tk7Oq/avq778Kx4B8+qCShRZdHTT4E7DUf3mejZKf5k2oHVuD5s5h8CQk89gqV2V2Nm9pl4MxPImf0kOY5wlLBi6MmHQPNhbzfKGGf7KjBLHWD2fdjs8Zu9Dr5R23BgjjrA7OX/gkzSDjJ7HRzSoDOxT0zBc3IvJ8be53+vkZaV5l/HudSgcDzJJ/xpbPnsw0p++zDG+yIAXDtXYwkrQmS7AST/MNoY9qiQzH4MLZBJyr/Z4zd7+b8QM9RhcI2H9tq5cyc7duxgx44dVK9e3f936NAhDh06xG+//RaQvmTJkpQrV45y5cpRvXp1HnvsMe677z4+++yza7QFgSIiIvzxnfsXFWWMwXby5ElGjBjByZNGJaSqKtWrV+fpp59m2rRpZGZm8scff1xoFX716tXD7XazZcsW/zSLxRKw3rPvPDnX2TysUaMG48ePp0KFCjz55JMcOnTIn+aWW24hIyODf/75J991n11vvXr1/NMaN27MX3/9xZYtW3C73TRs2NA/r1mzZvzxxx9s3LiRRo0a5fvelX/jdDrzzduIiMDHstxuNwMGDCAiIoIxY8ZcVC/jPffcQ+vWrf/7Q3wVQCndEKVcc/DlQNJecKeDYkGJiUM/feZRurASqDW6gGqDtKPGH6DE1jAaQmlHUcKNMbq1438GLF8/ZpQxpUjgOLIXq0jHgZQeMJ2s3es58FprvCm5j0e6j+/BXrxS4BcUFVtsedzHjBdh5Rzfgy22fJ67KezFKvnTRDS6n5CaLajxbQY1vsukxneZ2GPLEdniUWp8l0lw9dsKFfvFWL8zk9XbMnDYVCqXchAebMHr09l91EWNcsbVgeOJHmavSsbjMw7apYsa72r6+5CLiBALpWJsJKV5mb82hcS0wEqm+pllnE4pfOUTeuezRPX+lJz9fxA/9m60tFP+ed5Te7EWrRj4BUXFElMW78ndAHhO7cVSpGye38AaW9GfBgCLjegnphF257OkL5lE8udPXt2TD67/8g83dv6vP6yx+oCGw6pQOUYh3Kng1XR2x0ONYka8x9N0Zm/T8GjGxbPSkcb0v08ZLyAudc5h2ePTWXNAL/TLhfMTdEc/wrp/jOfgRlIn3YN+Tv77Tu/DEnPesJaKihpdDt+p3WfS7DXGZj4v/y0xFfwvfLxWzFD+zR6/1GHXvg6zN3uKoAcn4zv8Jxmf3I+efto/T4vfhxpdPvALiooaXRYt3tg/fQn7UKPyHkPVIuXRTp9Jc2aMcUuRwGWp0RXQvW60pKtzl7JathFqxdvA50ZP2APuNFAsqEWroZ3cbmxOeEkstR8E1YaeegQ99Yjx3eI10bOS/f+3VO+IElsN3GnGsnw5qMWro6gW/7KuNDPUAWbfh80ev9nr4Bu5DQfXfx1g9vL/b8zQDjJ7HRzR7jmKPf0F7r0bOD7qLnypuftwzsnd2GLz7sO2mHLkHDfKh+fkHmxF8x6DbMUq4jmTxlayGmHNH82zbvehLah2J5bQ6DzzLpbZj6EXYobyb/b4zV7+/831XoeddU07UmbPno3NZuObb75h/vz5/r9vv/0Wm812US9f13Ud/TLGGf1vstvtzJo1iwULFuSZd/aplZiYvL37+WnWrBlVqlRh7NixeZ46AWN4rszMzAsuw2Kx8Pbbb6OqKi+99BLamUe5mjVrRtWqVRk7dqx/+K9zffzxx7jdbrp27eqf1rhxY06ePMkvv/xC3bp1CQnJ7d1r2rQpO3bsYNOmTTRp0uSitq+w3nrrLfbu3cvEiRPzdLJcyIgRI/B6vfk+9fLfplZpi7X1SFBzO8LUmg+gOCPQ9i4BQAkugrXNaJQyjXK/GByDGtcBbf8yAPQk4zE3tdStActXShrDx509Ub8UUa37ULz726Stm83hkR3z9FpnbllKcPXmWMJyy3Fo7dZYgsLI2GIMX5GxdSmW4HBCa9/pT2MJiyG4ejMythpp9g1pkufPk3Sc9D9/Yt+QJrj2b7rk2C/Woj/SGD7tOB5v7nFlzuoU0rI0WtU1nlhKTPMy7IsTrP8ndx+LT/Xy0/o0WtYNRVEUXB6dIZ8eZ/aqlIDlr/3b+E5c6fNu2bxIwc0fI6Lzm2T/OZ+ESQ/kufPEvWM59ipNUENzn2xzVG+J6gzDvWPFmTQrUIPCcVRv5U+jhhbBXrkxrh25d0dE9ZyMs04HUmYOJW3O8ELFe6mu5/IPN37+L9qtM3yxhsd3TvnfppPmhlaVjSZDYhYMW6Sx/nBumvhMnZ926rSspAR0YO9OgGwv1Dvv3cuF5WzSg5B7R5Dz1w+kffxgnnFgc3atwFa5CUpIbv7bqt2B6gwlZ+d/jDQ7/4PqDMNWraU/jRJSBFulxv4018r1Xv7NHr/UYde+DrM3eJSg9sPxbF9I5rRHjJPUc3j3rsRaoTFKSO5JmrVKCxRHKN49xnC43j0rUZxhWKvc7k+jhERjLd/In8Z3eCO6OxNbzQ4By7fVaIf3wO/GSfJVYLmpPfb2bwfsA5Y6XVGCIvDtXnwm1iI4OoxBLX/O0LMhRbFWvwffniW5sTbtj61Jv4DlWxv0QXel4jsU+LLRK+V6rwPMvg+bPX6z18E3ehsOru86wOzl/2Jc7+0gs9fB4bf3IqbbKDI2zOX42PvylKHs7csJqtYM9ZwyFHxzK9SgMLK2G3mbtX0ZalA4wTe39qdRw2IIimvqT+OoUJfYPlNwVGoQsPzgmi3xppzElxZfqPjNfgz9N9d7+Td7/GYv/xfjeq7DznVVhvY6dOgQq1atCpjmdAYGmpOTw8KFC7nrrrsCnmw4q0OHDixcuJD4+NwfKSkpCYfDAYDX62XNmjUsWLCAbt26FSqeBg0aFPCNwsnKygqI91xRUVFER0fTp08f3n//fTIzM2nbti2hoaHs3buXyZMn07BhQ2699dZ8v38+i8XC+++/T+/evXnwwQfp06cPNWvWxOPxsGbNGj799FM8Hs+/DqNVrFgx/u///o9hw4YxY8YMunfvjsViYcKECfTq1YuePXvy1FNPUalSJeLj45k5cybz589n5MiRlCtXzr+c6Ohoqlatypw5c/IMp9WkSROGDBmCoiiMGTPmoravMBYuXMjMmTMZNGgQxYoVy/e3KFo072OQYHRgvfrqqwwaNOiqxXextK3foNZ8EEubd9D+no1S9CYszV7Et+tH9GMbANBPbUc7thFrqxF4V70Dmg9L0xdA8xmPIgJ6/A60Pb9iue1lcESgn9yCUqQKlkbPoZ3ahr538SXFZY0oRvGeY8g5fZCkX6fgrBj4zpqck/tJWvwJ0e2eptyrPxE/aySWsCIUe3Qk6Zt+JXu3cdKf9c8aMrevpNRz0zj19Sv40hOJ7TIMLTOFpMXGOOD5NXB1rwdvetJVbfwCdLsjilmrUhj62TE6N49k5xE342edon2DcBpUMzoIa5Z3Uq9KECO+OsHgrsWwqgoT5p7GaoH+9xmPSpYsYqNz80gmL4jHajF6vzfuzmLqT4k80DySyqUclxybGh5LRJeReBMOkfmfqdjK1g6Y74s/QOaqzwm540mKDJhH+k/voIZEE3H/CFzbl5Cz3yg/OXt/w71rNdG9PiF17mtomUmEdxiCnp1K5irjCT9n7XYEN3iA7C0/k3NgI7YKgccmz5Gt4L3yF6Ku1/IP/xv53622yqxtPob+qtG5psLOeBi/SqN9nEKDMsbFsZrFjItiI5ZqDG4BVhUmrNawqsYY+efaHW80gioVufwhXZSwWELuexNf4iGyV3+GtXRg/eZLOIhrzTSCmvchot9ssn59FyUkmpCOw8nZsRTvQeMuIO/+deTsWUPYox+RufAN9MwkgtsORstOxbX2i8uO83Jcz+Xf7PFLHXbt6zAltCjO9iPQkg6Ts+4LLCVvDpivJR0kZ/2X2Bv3IuTx73EtH4cSHI2z7St4di3Dd3gjAL6D6/HuX0tQ1w9w/ToSPSsJZ6tB6K5U3OunGwvzZONeMwXHHc+j+3LwHd6I/ZZuWErVInPqA5eRwxfm3fQ11jrdsHcch3fLTNTYm7C1fAnv3wvQDq83tvPENnxH/sDediSeZaNA92JrMRg0r/GOlTM8G7/A3m4U1vjdaEf/xFK9I9aa95Hzy8t5Ln5dKddzHWD2fdjs8Zu9Dv5faMPB9VsHmL38X6zruR1k9jrYEhFLkYffxhN/kLSlH+MoXydgvuf0AVKXf0pE66coOXgByT+MRg2NpkjXN8ncsgj3XqMOdu1aS/Y/q4jt+xmJM19Fy0gi6r6X0bJSSVv+KQCZf8zH3W4gxZ7+gqS5b+BLSyCsyYOE1L2bUx/3yX1fySUw+zH0YlzP5d/s8Zu9/F+s67UOO99V6UhZuHAhCxcuDJhWqlQpRo8e7f//ihUrSElJ4ZFHHsl3GY899hjz5s1j1qxZ/hewd+nSxT/fZrNRqlQpevXqxTPPPFOoeM5/t8bl+vzzz/N92TwYT9/cfPPNDBw40P8OmBkzZuByuShZsiTt2rWjb9++l7S+SpUqsWDBAqZPn86UKVM4evQomqZRvnx5OnfuzMMPP5zvi9jP16VLF3788UfGjx9Pq1atKFmyJJUqVWLevHl8+umnvPnmm5w4cYLw8HAaNmzI999/T40aNfIsp3HjxuzatYumTZsGTI+OjiYuLo6UlBTKli17Sdt4KdauXQvAuHHjCnxx/K5duwr8focOHVi0aBGLF1+dA/PF0hP34P3hCSzNXsR67yeQFY9vw0doGz4KSOf98RksLV7B2vpNQEE/uh7Pwn6QfiI3zc/PY2nYD0uth6DxQEg/jrZjNr7fPwD90h4vD63XFtURjD22PBXezLvvHPvwCVJWfsXBEXdRvOdYSj83DS07nbR1czn11ZCAtIfHPUjxHmMo/ugoUFWydq7jyHuPoGWmXFJMV0PV0k6mDCzD+Nmnefr9I8REWOnboSh9O+T27CuKwsRnyjD625O89uUJdB0a3hTMxGdLU7KIzZ/utR4lKFPUxsyVKRxP9FAi2spznYrSq+2/vwcpP86ad6Lag1FjylF08C955id/2Y+sdd+S8N49RHQZRVSvT9BdGWT/+QOpc14NSJv4cXciHhhJxP1vgKqSs289SVMfRz8zvnBQ3XuMf2u3J6h2+zzrOvlKLXyJV/5ukOu1/MP/Rv5XLaowpZPK+NUaT8/TiQmBvo1U+jbMvQimKAoT77EweoXGa0s0o/yXUZjYXKVkeODFssQs49+Iy7vpAwB79dYo9mAsRcoROeDHPPPTv+mPe8N3pH7QiZBObxHW/SN0dwbuLQvI+uG1wLSfP0bIfW8Scs9roKh4D2wg88s+6GffTXCNXM/l3+zxSx127eswa1wrFHsQSnRZQvvOzzM/a/ZAPJtmkvnpAwTd/QbBXT9Ez8nAs/1HXD+/EZA28+s+BN39OkHthhn78KE/cH37VMAY1u7l40HzYq//KErzp9BO7yHrq8fwHb64YXQLQ4/fjXtmL2x3vISj62foGfF41n6Ad+2HAencc57C3no49vajAAXfoXV45vRFTzvuT+Pb/C0eqxPrrY+hNHkGPWk/7nn98e3I+2T7lXI91wFm34fNHr/Z6+D/hTYcXL91gNnL/8W6nttBZq+Dg2vdheoIRi1anlLDluSZf3pqX9LXzOD42+0p8sg7xPb9DM2VQcYf80n87uWAtCcnPkyRh0dT5MG3QFFx7fmdUx/2QMtKAUDPyebEmI5EPzCcIl3fRA2JJufodk5M6ErW5p8LFb/Zj6EX43ou/2aP3+zl/2Jdr3XY+RTdLONiCWEyOe9VvtYhXDL783v9n//uegXOeq+BGjNd/s/6b52uYSSFozSZ5/987KmoaxhJ4ZSakuz/bPZ9wOz5r0/N2+F9vVOe+Nv/OWFg/k8QXs9iJuQ+CWn28m/2+M1Yh5m9/oLAOiz15ZLXMJLCiRiV25GRNbLcBVJen4JfyX3nodnrALPvw2aP3+x1sOnbcCasA849/pu9/JuxDQSB7SCz18H7euZ9afb1rtKXGf7PZj+GmnEfuJHOY8xe/s1eh/2ba/qOFCGEEEIIIYQQQgghhBBCiOvZVRnaSxTeqVOnaNu27QXT3HzzzUyfPv2/FJEQQgghhBBCCCGEEEII8b9LOlKuMzExMcyfP/+CaRyOy3sxjhBCCCGEEEIIIYQQQgghLo50pFxnLBYL5cqZb0xmIYQQQgghhBBCCCGEEOJGJO9IEUIIIYQQQgghhBBCCCGEKIB0pAghhBBCCCGEEEIIIYQQQhRAOlKEEEIIIYQQQgghhBBCCCEKIB0pQgghhBBCCCGEEEIIIYQQBZCOFCGEEEIIIYQQQgghhBBCiAJIR4oQQgghhBBCCCGEEEIIIUQBpCNFCCGEEEIIIYQQQgghhBCiANKRIoQQQgghhBBCCCGEEEIIUQDpSBFCCCGEEEIIIYQQQgghhCiAouu6fq2DEEIIIYQQQgghhBBCCCGEuB7JEylCCCGEEEIIIYQQQgghhBAFkI4UIYQQQgghhBBCCCGEEEKIAlivdQBC3Khy3qt8rUO4ZPbn9/o/6791uoaRFJ7SZJ7/s/73C9cwksJRaoz3fzZ7GTJ7/Pr8265hJIWj3LfK/9ns+S/x//fdSPEnDCx6DSMpnJgJ8f7PZsx/CPwNskaWu4aRFE7wK4f8n/UZt17DSApHeWSj/7PZ20Bmz38z7sM3Uh1w7KmoaxhJ4ZSakuz/bMbzsHPPwcye/2Ys/xC4D6S+XPIaRlI4EaOO+z+bvQ1hxjJ0bvnZ1zP0GkZSOJW+zPB/NvsxSJ9a4xpGUjjKE3/7P5u9Dvs38kSKEEIIIYQQQgghhBBCCCFEAaQjRQghhBBCCCGEEEIIIYQQogDSkSKEEEIIIYQQQgghhBBCCFEA6UgRQgghhBBCCCGEEEIIIYQogHSkCCGEEEIIIYQQQgghhBBCFEA6UoQQQgghhBBCCCGEEEIIIQogHSlCCCGEEEIIIYQQQgghhBAFkI4UIYQQQgghhBBCCCGEEEKIAkhHihBCCCGEEEIIIYQQQgghRAGs1zoAUbCWLVvSqVMn+vfvn2fe+vXr6dGjB8uWLaN06dL+6du2beOLL77gjz/+IDU1leLFi9OyZUt69+5N0aJFL3rd3bt3Z8OGDQXOL1WqFMuXL2fSpEnMmzeP5cuXB8zfsGEDX3/9NX/99RdJSUlERkZSv359+vTpQ40aNfzphgwZwrFjx/jqq6/yrOPcZU+aNIkPPvjggjEvW7aMoUOHXjDuZcuWcezYMXr06MHjjz/OkCFD8qSJi4tj9OjR3H///Rdc3xURWhxb95/xLnwa/eh6/2Slwh1YGj2LElMNspPR9vyC77f3wJOV+92QYlhuewm1/G2gWNFPbMb32zj0U9sDVqHWfBC13mMo4aUg7Ti+LV+jbfn6ioR/MslDx2H7+OC5MjSsFuKfvuKvdCYviGfXETdRYRba1g/nuU6xhDhz+25PJXsY8/0p1mzPwOuDOpWCGNg5lpsrBPnTaJrOF4sSmfmfFE4meyhf3E6fdjF0bBxxZeJPyKbjwFV8MORWGtYskhv/xlNMnrmHXYfSiQqz07ZJCZ57qCohQbmHzFOJLsZM/4c1m+Px+nTqxEUy8OE4bq4ceUnruiwmLz9mj/9kio+O7yXyQY9IGlay+6ev+MfN5KUZ7DrpJSpYpW0tJ8+1CSHEcU75T/Ux5ucM1uxy49WgTlkbA9uGcnNpmz+N26Nzy/DTeLXA9QbbFTa9GXv5G2Dy/Jf4Jf5Lpig4G/fA2exxLEXKo6XHk7P9V7J+eQfdnWGsM6YCofe9ibVSI/B5cW9ZQNaCN/zzAbCHENJxOI7aHVAcIXj2rSNz/jB8p/flu1p7jTaEPzGDhIEX3w67KGb8Dc6hhBXH+eRi3LOeRDv8e+46K7fE1nwAamw19KxkfP/8hGfluID4lbBi2Fq+gqVSC1AtaEc34Vn5LtqJbeeuAWvDJ7DWewQlvDh6ylG8f07Hu/HLKxL/yTSNjh9l8sGDQTQsn9s+WLHby+RVbnad0ogKVmhb3cpzdzgIsSv+NKfSNMYsdbNmr9eoA0pbGNjSwc0lLQHr+Ouoj/HL3Gw77iPYrtCskoX/u9NBkZDLvxfO7G0gs+e/2fdfU8avKAQ3e4zQFr2xxJRDS0/AtfVn0ha+je5KB8BStAIRXUbhqNwYXfOS/ecPpM173T8fQHGEEN7pdYLqdkRxhJCzdx2ps17Ge2pvbhpnGGF3DyaoTgfU8Fh8CYfIXPU5mas+B10v/Dacw3TnYTdY/pt1H7DXfxR7w56o0eXQMxPw7FiEa9lYONsOii6P8+4RWMs3QNd8eLYvxPXrSP98AOzBONsOw1ajPYo9BO/B33H99DpaQmA7yN6kN/bGvVDDi6Od3otryTt4dwdeNyr0ppi8DWHW8hN+ey/CWz2BrWh5fGnxZG7+iaS5I/37qDW2IjEPv42zahPQfGT8MY/E71/Nsw8X6fomIbfei+oMIXvXWhK/GYLn5J7c2IMjie7yOiF170YNCsO1byNJs4bjPrDpsuK/UY5BJ9N1Ok7z8cG9Kg3L5h7bV+zTmLxOY1c8RAVB2ziF55qqgW2gdJ0xKzXWHNSNNlBJhYHNVG4ubqRZf1ij50wtzzrPeraJyrNNrkA71Gx12DnkiZQbyPz583nooYcIDQ3lww8/5Oeff2bo0KH8+eefdOrUiV27dl30siZNmsSaNWtYs2YNs2bNyjNt9uzZBX73s88+4/HHH6dYsWJMmjSJJUuWMGnSJJxOJw8++CC///57gd8tSK9evfzrXrNmDcWLF88zrUSJEgExnv1buHAhMTEx1KpVi2LFivmX+eWXX7Jp02UciC9XaAls909DcYYHTFYq3Yn13o8hJwvvT8/hXfkWSplGWDtPB+XMCZ49FNuD36GWbYpv7Xt4f3wGPe0I1i7fohSr5V+WWrMr1jtHoh/+De8PfdF2/4zljuGo9XpfdvgnEj30HneI9OzAg+ySP9PoN/EIwQ6VCf1KM/Sh4vz+TyaPv3sQr8+oNNKzfDw86iDrdmQy4P5YJj5bmtJF7XR/+yBb92f7lzVxXjwT5pym822RTBlYhsbVQxj8yTF+/D318uNPyKb3GxtIz/IGxv/7SfqN3kiw08qEQfUY2qs6v29L4PHX1+P1Gduanunh4Vd+Y92WBAY8VJWJg+tROjaY7sPWsXVPykWv67KYvPyYPf4TKT56f5ZMuiuwIbRku4t+X6YQ7FCY8EgEQzuG8fu+HB6fmpxb/rM1Hv4oiXV73Ay4K5SJj0ZQOtpC9ylJbD3i8S9r9ynjAs+73cL5rl+U/+/LJ6MuO36z57/EL/EXRlDL/oR0fpucHUtJ+6wH2Ssm46jflbBeXxjxB4UT8cxclLCiZMx4lswf38JRtxNhj30WsJywHlNw1OlI5o9vkj7jGdSI4oQ/Mx8lKG/D3Fa5CaHdPy50zAUy6W/gjzOsBI6HvkZxBuaZJe4uHF0/g5wscuY+g2fJG1jKN8HxyDe58TvCcPSYg6VCUzwrx+Ke8xRa6hEc3WehlqztX5at9TDsrV/Bd2A17pl98P7xBbbmA7G1GnbZ8Z9I1ej9dTbp7sDpS3Z66PddNsF2hQkPBDH0Lge/H/Tx+PQsvNqZOsCl8/C0LNbt9zHgDgcTuwRROkql+7Qsth7z+Ze1/biPntOzCLbDpK5BDGrl4Lf9Pp75PpvLZfY2kNnz3+z7r1njD20zgMhuY3BtX0zSlEfJWPoBwQ27Ed3XuDCqBIUT8/wCLOFFSf7yadLmv0HwrfcT/cTnAcuJ6jWVoHr3kjZ/BMnTnsYSWYKY5xegBOcez6L7fE5w44fJWDqZpMkP49r6KxEPvkNYu0GFjv9cZjwPu5Hy36z7gKP5Mzg7jsSzaxmZX/fCvXoKtnoPEPzwp0YCZzghfWahhMaQNXsgrkWjsNe6l+CHAtsxwQ9OxlazA65Fo8ia/RxqeHFC+syCc+p0e9MncbZ7Dc+mWWTN6IOWfIjg7tOwlGtQ6PjPMnsbwqzlJ7L988R0H0fWll85+X43Un6ZSFjThyjef4axzuAISg75CUtELKen9iVx1muENuxM8WemByyn2NOfE9qgE0mzhnP6kyexRpWk5JCfUYMjz2SEQvGB3xNStz2Js4ZzctIj4PNQcsjP2IpVKnT8N8ox6ESaTu9ZvrxtoD0a/eZpBNsUJnRUGXqHyu+HdR6f6cttA7l1Hv7Wx7pDOgOaqky8R6V0BHT/zsfWE0aaGsUUvnvYkuevcVmFUDvcXU05P6RL3wYT1mHnkidSbhBHjhzhtdde49lnn+Wpp57yTy9dujRNmzalZ8+eDBo0iB9++AGLxXKBJRkiIyP9n91uYw+NiIj416datm7dyrhx4xg6dCjdu3f3Ty9RogR169bF7XYzduzYC3bE5CckJISQkNxeSovFQnBwcJ54zo0bwOv1MnDgQLxeL++//z42W+7d3qVKlWLo0KH88MMPOJ3OS4rn8iio1TthuW0IkPcgZGn8HHrSPrzzeoFmXFT1HvsD2+PLUWs8gLb9e9QaXVAiyuD5viv6caMzyHd4LUpQNJbbX8H7/YMARvpjf+D7z5tGmiPrIKoCljqPom36LM+6L4am6cz/LZUx35/KtzP9gx/iqVTCwdRB5bBbje27tWowbV7aw9w1KXRtEcWc1SkcS/DwzcvlqVclGICmNUJJzvAy+tuTfPtKBbLdGtOXJNL9ziI8eXcMAI2rh/L3QRdfLU2iQ6PC9SRrms78/xxlzJf/5B//97upVDqUqa82wG4z+ppvrR5Nm34rmLv8KF3vLMuc5Uc4djqbb0Y2pt5N0Ub8dYqSnJbD6M938O3oJhe1rsIxd/kxe/yapjN/k4sxP6WT30/6wdJMKhW1MLVXVG75r2CjzZhE5m7MpmvDYOZszOZYssY3T0dRr7zxJEvTqg6SMzVGL0zn235Gmdp53INVhbtudvqXdfnMnf8Sv8Rf6PgVhaBW/XH9Np2sH98CwLN7FVpWMuE9p2ItUxtb3O2owVGkjG2FnpkEgJZ6goi+32Gt0ADvgQ1Yy9+Ko2ZbUj/uhuefZcZy9v1O9PA/cTbrRfaS94zVOUIIajWAoFb90V1plx5vwRti3t/gTPyWWp2xt3ol3/htzQeiJ+zF/W0Pf/y+IxsI6rcKS+0u+P76DmvtrqiRZXB92Rnt6EYAtANrUIKisbUejnt6ZwiKwlr/Mbybv8Xz67AzaVajpR3H0eVTvH99i56Y/xNEF6LpOvO3eBmzxI2eTy3wwcocKhVVmfpIEHbLmTqgrIU2kzKZ+5eHrvXszPnLw7EUnW8eC6JeWeNUrGklK8lZOqMXufi2l9HeHbvUzU3FVSZ3C0JVjGWFOmDUIjdHkzVKR136/XBmbwOZPf9vhP3XtPErCmFtBpC5ehpp898AwL1zJVpGEtFPfI6tbB0cN92BGhJF/MgWaGfqAF/ycWL6z8JeqSE5+9Zjr1CfoNrtSJjUBfffSwHI2buOYm/9RUiLPmT8Mg5bmVo4a7Ym8ZPHcG36wVjXrlUowZGEtnmO9J/HXnr8Z5j2POwGyX+z7wOOFv3I+eNr3ItHG8vctxo9K5ngh6ZgKVULa+XbUIKjyPrgLvQs4zfQ004Q8tgMLGXr4zv8B5Yyt2C7qQ2Z0x7Bu3sFAJkH1xP24nocjXri/s9EsDpxthxIzpqPca+YYOTD7hWEPLUAR8sXyPqi26XHb2yEqdsQZi8/kXc/T9qKz0ma9ToA2Tv+gy8jieLPfImjfF2CarbEEhrN0eHN0DISjfUmH6PEoHk4qzTCted3HJUaEFL3bk6M60TW1iXGcnb/Rrmx2wlv9QQpC9/FWbUpQXFNOTG+M1lbFgHg2v0b5T84RNht3f3rv9T4zX4M0nSd+X8bT5Pke/z/TaNSEZj6gJrbBiqt0OZTH3O363StpTBnm86xNPjmIQv1ShlpmpaH5Cwfo1f4+PZhK6EOhTolA5e9fK/GusM6EzqqVIgu/HUJ09Zh55EnUm4Q33//PUFBQfTunbeH2W63M2jQIPbs2cPatWuvahxff/01pUqV4tFHH813/rBhw/jss8I23i/duHHj2LRpE2PHjqVkycCjweuvv87JkycZP378fy0eAKVoNSyt3kTbMR/vry/mnR9dCf3gan/lCUBWInrSPtQKtxtpilRCd6X4K8+ztCO/o5a8BRxn7m6wOAIfwwVwpYCz8He07zrq5vUvT3BvkwjGPFEyz/z9x900rRkScOE3JsJKxRIOVm4xYtl3wk1EiOo/8J3VsFoIm/dmk5rpw25T+PaVCjzeNnAICJtVIcdT+DPyXYfSeP3j7dx7e2nGDKiTN/5jGTStU9R/AQEgJtJBxVKhrPzztBH/0QwiQm3+Cwj++G8uwuZdyaRmeC5qXYVh9vJj9vh3nfTy+rw07q0XxJgH81bA+097aVrVEVj+wyxUjLWwcmcOAPtO+4gIUvydKGc1rGRn8yEPqVnGnRn/HPdSIdZ6BTtRzJ//Er/EX9j4FWcY7o2zcG+aEzDdd8oYRkCNqYC92h149q/3d6IAeHauQHOlY7+pNQD2aneguzPx7FzhT6NnJuLZ+5s/DYCj0aM4Gz9K5pyXcK3+tFAx57sdJv4NAJRiN2FvNxLvtrm4Fzyfd35MZXz7VwXGn5mAlrAXS+WWAKgxldGzU/wXQPzxH1qHpcyt4AxHja6Iolrx7VmaJ42iWrBUbFGo+Hed0nj9Jxf31rIy5r6gPPP3x2s0rWjxn8ACxISqVCyqsnKP8bTDvgSNCCf+i/hnNSxvYfNRjdRsneQsnQ2HfDx8q91/ER+gzU02/jMwtJAX8c3fBjJ7/pt+/zVx/IozjKz135P9R+DNfGeHkrEWrYCzRkty9q7zX0ADcO9YjpadhrPmnQA4arREc2Xg3pE7PJGWkUjOnt/8aQAyV03DvXNlwLq8p3ajOsNQwwo/zKNZz8NulPw38z6AI4yczXPw/DUvYLIv3hiOSI0uj7XK7XgPrvd3ogB496xEd6VjjTPqYGvV29HdmXj35OavnpmE98A6rHGtjNDL1EUJisSz45eAdXn+/gVrxSZgLdxNrGZvQ5i5/KhB4aSv/Y6M32cGTPecMEa9scZWJLhma1y7fvN3ogBkbVuGlp1GcK27AAi+uTWaK4OsbctyY09PIHvnGoJrtwHAfWATR99oSdb23DS6NwfQUWyFLDs3wDFoVzy8vkTj3uoKY9rnbYfsT4Sm5ZXANlCIQsVoWLnfOG7vS9KNNlCpwOsLDcsqbD4Oqa68x3eXR+etZRotKiq0jbu8LgSz1mHnk46UG8TGjRupXbt2wBMX56pXrx4Oh+OqD2W1YcMGGjVqhKLkf+EvOjqaiIgr836Lf7N06VI+//xz+vXrR/PmzfPML1++PM8//zxfffUVGzduzGcJV4eedhzPF63wrRoFXlfeBNnJKOHnHVRUK0pYSYgo40+DLSS3ojxDiSh75l8jnfbXNJTyzVGr3Qv2UJRyzVGrd0L7Z36h4y8RbWPxO5UZ+lBxnI68h5DIMCvHEz0B0zxenRNJHo7EGxeSo0ItZLo0UjN9AekOnzbmH43PwaIqxJVxUjTCiq7rJKR6+eSnBNbtyOShloU/CSwRE8TiD29n6OPVcTryPp0VGWbneHzgsA0er8aJhGyOnDLGJo0Ks5OZ7fVfLPDHf9KYf/RMun9bV2GYvfyYPf4SkRYWD45haMcwnLa8x7nIYJXjKYHl2uPTOZGicSTJmB4VopDp1v0dJmcdTjTmH002/t15wotVhV6fJlN32Ckavn6a4XPSyHAXPGbpvzF7/kv8En9h49ez08ic+zLeA4HvUbPf3A4A34mdWIpVwRd/3h2GuoaWeAhLbGUALMWq4ks8CHrgfuhLOIAlNne4gZzti0h64xZcvwUOZ3C5zPwbAOipx3BNboFn6ZvgyTtEkp6VjBJRKk/8anhJ1MiyZ9IkgT0Ezh8SI6qc8W9kWfTspDPbUjr/NFFlCxV/iQiVxf1DGHqXE2c+Te7IYIXjqYEnaB6fzolUnSPJRpmJClLIzIHU7MB0h5OM+UdTNHad8qHpEBWs8OLcbOq9nU690em8ND+btHxOci86fpO3gcye/6bff00cv56dRurMIeTsWx8wPahOewA8J3ZiLV4V76m8dYAv8TDWYkYdYC1eFV/CoTx1gDd+vz+N58hWUr55Hj0rJXBdte/GlxaPlpFQqG0A856H3Sj5b+Z9AFcarh9fxXf4j4DJtuptAfCd3oUaWwUtYf95G62hJR/GUtRo46hFq6Al5f0NtKSDqDFGGktsFWPaecvSEg+gWKyoRcoVahPM3oYwc/nRslJJnDEY157AYfpDbukIgOfYP9hKxpFzcm/gF3UNT/whbCWMMmEvGYcn/mCe8uM5vR978arGV3KycO/bAD4vqBZsxSoR++RUQCF9dd53K1+MG+EYVCIMFvexMPQOC858xpaKDILj5z0E7/HpnEiHIylG2yUqCKMNdF5b5vCZ+UfzGfVq+iadUxnw8h2X331g1jrsfNKRcoNITk4mLCyswPmqqhIREUFSUlKBaa6EhIQEoqMD71CbOnUqdevWDfg7fvy4f/7GjRvzzK9bty4ff1z4McWPHDnC0KFDadasGc8880yB6Xr06EGdOnV4+eWXyc6+AmMeXwx3KmScLHC29vds1CptUW99EoKiIawEljtHgyMMxWb0uvr++QF0HWuHD1CKVAFHGGq1e1BrdDYWYjPu0tN2/oj2z3ys7cZhf+YvbPd/gX58E76VbxU6/MhQC8Wj8++wA+jcLJIlf6Yz9acEktK8HE/0MOyL46RnaWSfuQB8T+NIFEVhwIdH2HPMRVqWj4XrUpm3JgWA7JzAiumn9Wk0G7ib8bNPc1utUO65jBdERYbZKR6T9y5Gf/ytyrDk95NMnbuPpFQ3x+OzGfbhVtKzvGS7jIP1PS1KGfG/+yd7DqeTlulh4cpjzFt+xIjf7buodRWKycuP2eOPDFYpHlnwBaHO9YNYst3N1P9kkpShcTzZx7DZaaS7NLJzjAbKPXWDUBQY8HUqe056ScvWWLg5m3l/Gseg7BwdXdfZdcLLoQQfrao7+KRXFH1bhvDTFhd9P09B0wp5Icfk+S/xS/yXFf95rOXqEdzqOdzbf8V3cieKMzzgZZJn6e5MFGcowJk0GfmkyUBx5rbDtMSD+Z7kXzaz/wauVPT0guP3bZmJtVo7rI2fguBolPCS2O8eA84wsBvxe7fPB13Dcf8UlJgq4AjHUuM+rLW6AKDYgtCTDuA7vAHbbc9jibvL2P5iNbDfPQbd6/LnxaWKDFIoHl7w6VPnOjaW7PQyda2bpEyN46kawxa6SHfpZJ+5A+6eWlajDpiVzZ7TPtJcOgu3eZi3xThxzM4xnogAeGWhC6dN4cOuQfzfnQ5W7Pby1LfZ6IUcK8vsbSCz57/p91+zx38eW/lbCLtrINlbfsF7/B/UoHC0fOoAzZV7fL9QGtVZ8Ll4SMu+OOKak7FowmW9aNjs52HnMmP+32j7gKV0XRwtnsHzz2K0U7tQHGHo7vzbQTiM/FWcYejnP+nAmXaQ40xb6cxF/vOXpbszz8wv+Le6IJO3IW608uOoeCuRd79A5uafyDm2AzUo/3a05kpHDTpnH87OO+St7srwpzlXTI/3KDtmC2GNu5Ly4zhyjvx9xeI32zEoMkiheFjBI1V0vllhyR6dqes1krJ0jqfpDFukke6G7DN9E/fcpBptoAUaexJ0ow20Q2PediOm7MA+DHJ8Ol9t0mhfTaFc1OWPknGj1GHyjpQbRHR0NKmpBb80R9d10tPTL9jZciVERUWRkpISMK1r1660aWM8prdlyxYGDx6MpuUW7po1azJ2bN5xAr/66iuWL1+eZ/q/ycnJYcCAAYSGhjJ27FhUteATLlVVGT16NPfeey/jx4/nlVdeueT1XWm+dRNBtWJpMhBr8/9D9+WgbZuJtm8pShGjl5ukvXh/eBJr67ew9TAemdVObcO3bgLWO17zX7yx3jMFpdQteFe9jX5yK0pMHJbG/bHePQnvwqevSvzP3lcUn6Yzcd5pxs0+jc0CXVpE0apuGHuPG+/bqVzKwUcDyjB82gk6DjPuVKlR3kn/TrGMnHESpz3wN6tVMYivhpRj1xE3E+edps/4w3z1UrkCn3y6rPgfrILPpzPxu12M+3onNqtCl9ZlaVW/GHuPGo3GymXC+OjlWxn+0TY6DlxlxF8pgv7dqjLysx1X7M7LwjB7+TF7/M+2DjHK/+IMxv2SYZT/BkG0qu5g72nj4lLlYlY+eiyS4XPT6Pie8ehzjVJW+t8ZysgF6ThtCroOk3tGEh2iUqW4UVXXr2inaJjK4O/SWLM7h9uqOa54/GbPf4lf4r9Y1goNCH9iBr6kw2R885wxUbnA/UVnT3ouVO+cd3fatWCm3yA/nlXvGXcfthiEveVQdF8O3s3f4du9BDXGuJtRT9iDe2Zv7O1HE9TXGHbDd2IrnlXjsd81Av1M/O65T2NvNwrHA58Y38tOJWf5KGy3Pe9Pc6U9e7sdnwYTV+QwblkONhW61LPRKs7K3gSjfFQuauGjbkEM/9FFxynG0xs1Sqj0v93ByF/dOG0KnjMv1KxRQuWtjsYwFo0rQphTYdBcF2v3+2hW6cqfxpm9DWT2/Df7/mum+O2VGlKk33d4Ew+RMv3MTXcXrAO0i09znpDbnyDigVFkbZxLxrLJhYz44pjlPOxGzX8z7QOWsvUJ6fklWvIRsmefGSbrSv0G/1Y2rlJ7yextCDOVH2eVRhR/fhbe+EOcnmosT7nAdTfOXv+7QBpdy1su0ldOI+P3WQTXakNUp1fAaid57puXFTvcmMegZ5uo+DSNiWs1xq3GaAPVUmhVWWFvotGuqRyj8FEnleGLNTpOM65N1CgG/ZuqjFyu5XnSZdFunfhM6F3/v/MMhlnqMOlIuUHceuutzJw5k5ycHOx2e575W7duJTs7m9q1a1/VOG655RY2bAgcNiMiIsI/nNfJk3l74J1OJ+XK5X28s7BDgI0cOZLdu3czY8YMoqL+/bGts0N8vf3229x1112FWucVpfvwrXkX37r3IaIsZJ4CdzrWLt+AK7ezTD+8Bs/nt0P4mUdO046i1njAmOdKRSlRF7VCC7xLXkbbboxlqR/bgJ56GFunz1Aq3IF+YMX5a79sVovCoC7FePa+ohw57SE2ykp4sIVHRx8kIjT35LpZzVCWvVuZYwlGt3fponbmrEoGIDIk8CS8bKydsrF26seFEBqkMuTT42zcnUX9uJCrEL/KoO7VePbBKhw5lUVstJPwEBuPDltHRGhu73mzOkVZNuUOjp02GiuliwUzZ5lxN2ZkaMG97FedycuP2eO3WhQGtQvj2dahHEnyERuuEh6k8uiUJCKCcivrZlUdLHsphmNnhhopHW1hzh9GWYoMVlFVhYaV8h7LW5zpPNl5wntVOlLMnv8Sv8R/Mex17yPsoYn44veR+nE39KzkM+tO899NeS7FGYqWeuJMmvR8xzZWnGFX+KXyhWSS3+BC8XtWvINn1QSUqLLo6afAnYaj+0z07BR/Mu3AalwfNvMPYaGnHsFSu6sxM/vMdmYmkDP7SXIc4ShhxdCTD4Hmw95ulDFO+FVgVRUGtXbw7O12jiRrxIaphDsVHp2WRYTznDqgkpVlz4Vw7MxQCqWjVOZsNtpDkUEKIWcO77dXCTxVa17Z+P8/J6/OhXyzt4HMnv83wv5rhviDbulEVM8P8Z7eR8LEB9AyjTpAy05DdeatA1RnGJ4UYzQFPTsNS3hsvmny3GWtKITf/wZhdz5L1oZZJE+7Oh1Y5zLDediNnP9m2QdsN99D0APvoSXsJ3PaI+jZZ9pB7vT820GOULS0M9dxXGkooTH5pMl9msX/JIo9NGC7zz7de9XaSyZvQ5il/IQ06EzsE1PwnNzLibH3+d8pomWl+X/jc6lB4XiST/jT2PLZh5X89mGM96UAuHauxhJWhMh2A0j+YbQx7Fch3ajHIKuqMOg2C8820TmSArGhGG2g77xEnPNqmWblVZY9oXDsTJEqHakwZ5txTSLyvFfQLN6tU6UIVIu98jcw57sNJqjDQIb2umF07doVt9vNlClT/NO++eYbunXrxrp16xg3bhylSpXi9ttvv6px9OjRg4MHDzJz5sx85584ceKqrn/hwoV89913DB069JI6jXr27Mktt9zC0KFDr2J0F0cp3RClXHPw5UDSXnCng2JBiYlDP33mUcawEqg1uoBqg7Sjxh+gxNYwGkJpR1HCjfFBteN/BixfP2aMi6oUqXJV4l+/M5PV2zJw2FQql3IQHmzB69PZfdRFjXLGkfl4oofZq5Lx+IyDXumixgXjvw+5iAixUCrGRlKal/lrU0hMC6wkq59ZxumUwleeF4x/eyKrN8fjsFuoXCaM8BAbXp/G7kNp1KhodO4dj89m9tLDeLw6pYsFU7qY8ajt3/tTiQi1USr2Cg/ndQnMXn7MHv/6fTms3uXGYVOoXMxKeJBqlP+TXmqUMi4uHU/2MXtDtlH+oy2UjjYq+7+PeYgIVigVpXIqzcfM9VkcTw4c+9N1ZmiS6JCrU32bPf8lfon/3wTd0Y+w7h/jObiR1En3oKed8s/znd6HJabCeRulokaXw3dq95k0e42xvc+7i8kSU8H/4vpryQy/wYWoZRuhVrwNfG70hD3gTgPFglq0GtrJ7ca6w0tiqf0gqDb01CPoqcYFfLV4TfSsZP//LdU7osRWA3easSxfDmrx6iiqxb+sK239QS+r93pxWBUqF7UQ7lTwajq7T/uoUcI4bh9P1Zi9OQePZlzAP/vi8r9P+ogIglKRCuWijWk5gVUA3jNPSjisV+eE1uxtILPnv9n3XzPEH3rns0T1/pSc/X8QP/ZutHPqAO+pvViLVjxvo1QsMWXxnjTqAM+pvViKlM1TB1hjK/rTAGCxEf3ENMLufJb0JZNI/vxJ0M4rUFfB9X4edqPnvxn2AXuzpwh6cDK+w3+S8cn96Omn/fO0+H2o0eXP2ygVNbosWrzRxvEl7EONyvsbqEXKo50+k+bM++YsRQKXpUZXQPe60ZIOFzr+CzF7G8IM5Sei3XMUe/oL3Hs3cHzUXfhSc/fhnJO7scXm3YdtMeXIOW68lN5zcg+2onnb0bZiFfGcSWMrWY2w5o/mWbf70BZUuxNLaHSeeRfrRj4GrT+ssfqAZrSBYpTcNlA81ChmxHs8TWf2Ns1oA0UqlI40pv99yngJfalz7mX3+HTWHNAv+wXzl7QN13kddpZ0pFznDh06xKpVqwL+zn/iA6BMmTKMGjWKqVOnMmzYMLZu3UqDBg2Ijo7mscceY/369bz11lv5Pq1yJdWrV48hQ4bwxhtvMHz4cDZu3MixY8fYuHEjw4cP5+WXX6Z69epERkZe8XUfOHCA4cOH07JlS9q0aUN8fHyev5ycnHy/qygKo0aNIj4+/orHdanUKm2xth4Jau6dbmrNB1CcEWh7lwCgBBfB2mY0SplGuV8MjkGN64C2fxkAepLxmJta6taA5SslbzHmn2kkXGmL/khj+LTjeLy5Yz/OWZ1CWpZGq7rG0HKJaV6GfXGC9f9k+tPEp3r5aX0aLeuGoigKLo/OkE+PM3tVSsDy1/5tfCeu9Hnd5Vcq/nUnGP7RVjze3Ecz5yw7Slqml1YNixnxp7oZNnkb67cn5saf7OKn1cdpWb/YVRly7GKZvfyYPf5F21wMn5PmHxYEYM7GbNKydVrVMG5xTczUGDYnjfX7co9H8ek+ftriouVNDhRFweeD4XPT+X594KPjv2xxYVHhlgpX545fs+e/xC/xX4izSQ9C7h1Bzl8/kPbxg3nGcc7ZtQJb5SYoIUX802zV7kB1hpKz8z9Gmp3/QXWGYavWMjeukCLYKjX2p7mWrvff4N9YbmqPvf3bAfFb6nRFCYrAt3uxEUNIERwdxqCWb5z7xZCiWKvfg2/PEv8kW9P+2Jr0C1i+tUEfdFcqvkOBL0u9Uhb942X4j67AOmCzhzQXtIoztikxU2fYQjfrD+SeUMdnaPy03UPLqlYURaFSjEqpSIWft3sC3sexfLdx4ndr2aszfJbZ20Bmz3+z77/Xe/zBzR8jovObZP85n4RJD+S5K969Yzn2Kk1QQ3PrAEf1lqjOMNw7VpxJswI1KBxH9Va52xhaBHvlxrh25N7hHdVzMs46HUiZOZS0OcMLFW9hXM/nYf8L+X+97wP2Bo8S1H44nu0LyZz2iHGh/hzevSuxVmiMEpJ7odpapQWKIxTvnpVGmj0rUZxhWKvcnhtXSDTW8o38aXyHN6K7M7HV7BCwfFuNdngP/G50FFwFZm9DXO/lJ/z2XsR0G0XGhrkcH3tfnicwsrcvJ6haM9Sw3CeWgm9uhRoURtZ2I7as7ctQg8IJvrl17jaGxRAU19SfxlGhLrF9puCo1CBg+cE1W+JNOYkvrXDX7G70Y9Ci3TrDF2uBbaBtOmluaFXZuPSfmAXDFmmsP5ybJj5T56edOi0rKQFtuN0JkO2FeqX+K+Eb23Ad12HnkqG9rnMLFy5k4cKFAdNKlSrF6NGj86Rt3749FSpU4NNPP+WZZ54hJSWFokWL8uCDDxIfH8/gwYN54YUX6Ny581WNuWfPntStW5evv/6awYMHEx8fT2hoKDVr1uTtt9+mffv2WK1Xvuht3ryZrKwsli9fXuC7VaZPn17g98uVK8cLL7zAyJEjr3hsl0Lb+g1qzQextHkH7e/ZKEVvwtLsRXy7fkQ/ZnSi6ae2ox3biLXVCLyr3gHNh6XpC6D5jEdBAT1+B9qeX7Hc9jI4ItBPbkEpUgVLo+fQTm1D37v4qsTf7Y4oZq1KYehnx+jcPJKdR9yMn3WK9g3CaVDNeHyuZnkn9aoEMeKrEwzuWgyrqjBh7mmsFuh/n/GoZMkiNjo3j2TygnisFqP3eOPuLKb+lMgDzSOpXOoqDGsEdGtTjllLjjB00hY6tyrDzoNpjP96J+2blqBBDaNSrVkpgnrVohjxyTYG97gJq0VhwoxdWC0K/btVvSpxXSyzlx+zx9+tUTCzNmQzdGYanes72Xncy/hfM2hfy0GDikZHds1SVuqVtzFifjqD2+tYVZiwKAOrqtD/TuNx4pJRFu6/1cnnqzJx2qBOORt/HvDw8YpMHmkcTIWiV6f6Nnv+S/wSf0GUsFhC7nsTX+Ihsld/hrV0rYD5voSDuNZMI6h5HyL6zSbr13dRQqIJ6TicnB1L8R407uLz7l9Hzp41hD36EZkL30DPTCK47WC07FRca7+4zBy8fNfzb3AxvJu+xlqnG/aO4/BumYkaexO2li/h/XsB2uH1xjae2IbvyB/Y247Es2wU6F5sLQaD5jXGRz/Ds/EL7O1GYY3fjXb0TyzVO2KteR85v7yc5+LRldLtFhuzNnkY+oOLznVs7DylMX6Zm/Y1rDQobxy3a5ZQqVfGwoifXQy+02HUActzjDrgdqNtoygKg1s7eH62ixfmuOhSz8beeI0JK9y0uclK9RJX50K+2dtAZs9/s++/13P8angsEV1G4k04ROZ/pmIrGzhygS/+AJmrPifkjicpMmAe6T+9gxoSTcT9I3BtX0LOfiP+nL2/4d61muhen5A69zW0zCTCOwxBz04lc9VnADhrtyO4wQNkb/mZnAMbsVUIvJjpObIVvFfnQvL1eh72v5L/1/M+oIQWxdl+BFrSYXLWfYGl5M2BsScdJGf9l9gb9yLk8e9xLR+HEhyNs+0reHYtw3d4IwC+g+vx7l9LUNcPcP06Ej0rCWerQeiuVNzrz1xr8WTjXjMFxx3Po/ty8B3eiP2WblhK1SJz6gOXkcMXZvY2xPVcfiwRsRR5+G088QdJW/oxjvJ1AuZ7Th8gdfmnRLR+ipKDF5D8w2jU0GiKdH2TzC2LcO818t+1ay3Z/6witu9nJM58FS0jiaj7XkbLSiVt+acAZP4xH3e7gRR7+guS5r6BLy2BsCYPElL3bk593IfCvKz9f+EY1K22yqxtPob+qtG5psLOeBi/SqN9nEKDMkYHSc1iRsfIiKUag1tgtIFWa1hV4z0p59odb+RzpSL/vRtkrtc67HyKrheiFApTWrduHWlpadfHe0D+B+S8V/lf0yilG2LrMgPPrEfQj67PnV62KZZmL6JEV4aseHw75qFt+Ai0cx5BCy6CpcUrqOWaAQr60fV414yFlIO5aVQblob9UG+6D0KKQfpxtH2L8f3+AXiy8sRjf36v/7P+W6d/jX/9zkx6vnOIL18qR8NquWMMrv07g/GzT7PvuJuYCCv3NYmkb4cYbOcMhZCQ6mX0tydZ+3cmug4Nbwrm+c6xVCiee1DL8ep8/ksC89amcjzRQ4loK11bRNGrbRFUNf8DutJkXu42/P3ChePfnkjP4b/z5RuNaFgz986DtX/FM37GLvYdSScmysF9t5emb+fK2Ky5lUtCipvRX+xg7V/xRvw1i/D8o3FUKJl3XM0LrStP/DXG527/v5Sh6638QGAZMnv8+vzbLhj/+n059PwkmS+fjAp4n8na3W7G/5rBvtNeYsIs3FfPSd+WIdgs55T/dB+jf8xg7W43OtCwop3n24YGdJDkeHU+W5nJD5tcHE/xUTzCQpcGQfS+Lbjg8n/fqtzvmzz/JX6J/3LiTxgY+B4TR8OHCXvo/QK3J/2b/rg3fIeleDVCOr2FrUJ9dHcG7m2/kPXDa+ju3LuelKAIQu57E/vN7UBR8R7YQOb8YfhO78t32cFtBxPc9v/yxHS+mAm5d9iZsQ0Bgb9B1si87787l1q2Ec7u3+P66kG0w7l3d6oVmmG74yXUmCroGfF4t83Gu/bDwPhDYrC3Ho6lYnNAwXdoHZ7/jEFPOhCwDmv9x7He+hhKaCx60n486z7Gt2NBgTEFv3LI/1mfcWuB6cAYRqrn9Gy+7BFEw/K5x+61+7yMX+5mX7xGTKjCfbVt9G1mD6wDMjRGL3azdp8PHZ2G5a0839JBhSKBJ7ErdnuZvMrNrlMaEUEKHW+2MvAOB/YChpZSHtmYG7/J20Bmz3+zH0PNHv+xpwLfkxnc5BGienxQ4PYkf9mPrHXfYi15ExFdRmGv1ADdlYHrr59JnfMqujsjdxuDI4h4YCRBte8GVSVn33pSZ72M95Sx/qjHPiK4UbcC13XylVr4EvPeEV5qSrL/sxnPw849BzN7/t8IdXDqyyUD5tlu6UZw5/Hnf8Uva/ZAPJtmohaLI+juN7CUvRU9JwPPjl9x/fwG5OS2g3BGEHT369iq32W0gw79geun19ESzmkHKQqO25/DXv9RlJBotNN7cC15B+/ugt/NETHqeG48Jm9DmP0Yuq9nYH0e1rw7sX0+KnB7Tk/tS/qaGdhLVafII+/grNwQzZVB5qYfSfzuZXRX7j6sBkdS5OHRhNTrAIqKa8/vJH4zBM/J3CFyLeGxRD8wnOBabVBDosk5up3kBWPI2vxzgTFU+jJ3HWY/BulTaxT4fTCG8eo5U+PLrioNy+a2XdYe1Bi/WmNfIsSEwH01VPo2VALbQJk6o1dorD2kG8f/MgrPN1epEB14XP90g8bYVRpbBlouakhT5Ym/c+M3eR32r9sqHSlCXB0X0wC73lxqR8r16FI6Uq5Hl9KRcj26lJPw69GldKRcjy6lI+V6dCOVH4n/v+9CHSlmcKkdKdejS+lIuR5dSkfK9ehSOlKuR5fSkXI9upSOlOvRjVQHnH8RzQwutSPlenOhjhQzuNSOlOvRhTpSzOBSOlKuR5fSkXI9ulBHihlcqCPFDC6lI+V6dKkdKdebS+lIkaG9/gfdc889HDly4XER169ff9XfpyKEEEIIIYQQQgghhBBCXO+kI+V/0JQpU/B4PBdMY7NdnRcZCyGEEEIIIYQQQgghhBBmIh0p/4NKljTfY55CCCGEEEIIIYQQQgghxLWg/nsSIYQQQgghhBBCCCGEEEKI/03SkSKEEEIIIYQQQgghhBBCCFEA6UgRQgghhBBCCCGEEEIIIYQogHSkCCGEEEIIIYQQQgghhBBCFEA6UoQQQgghhBBCCCGEEEIIIQogHSlCCCGEEEIIIYQQQgghhBAFkI4UIYQQQgghhBBCCCGEEEKIAkhHihBCCCGEEEIIIYQQQgghRAGkI0UIIYQQQgghhBBCCCGEEKIAiq7r+rUOQgghhBBCCCGEEEIIIYQQ4nokT6QIIYQQQgghhBBCCCGEEEIUQDpShBBCCCGEEEIIIYQQQgghCmC91gEIcaM69lTUtQ7hkpWakuz/rM+49RpGUnjKIxv9n7NGlruGkRRO8CuH/J/N+Bucm/9/d3Vew0gKp8ZMl/+zvnfENYykcJTKr/k/60vuuoaRFI5y5yL/Z9Pnv9njN/nx57Wb7dcwksIZsS3H/9mM5QcCy1DCwKLXMJLCiZkQ7/9sxt8gYB/+s9c1jKRwlFs+9382exvu4/q2axhJ4fT9w+P/bPryb/L49/UMvYaRFE6lLzP8n81+HmzG4w+cdx5p8jpA/63TNYykcJQm8/yf9fm3XcNICke5b5X/s+nb0SYv/32rOq5hJIXz8W63/3PqyyWvYSSFEzHq+EWnlSdShBBCCCGEEEIIIYQQQgghCiAdKUIIIYQQQgghhBBCCCGEEAWQjhQhhBBCCCGEEEIIIYQQQogCSEeKEEIIIYQQQgghhBBCCCFEAaQjRQghhBBCCCGEEEIIIYQQogDSkSKEEEIIIYQQQgghhBBCCFEA6UgRQgghhBBCCCGEEEIIIYQogHSkCCGEEEIIIYQQQgghhBBCFEA6UoQQQgghhBBCCCGEEEIIIQpgvdYBCPE/RVEIbvYYoS16Y4kph5aegGvrz6QtfBvdlQ6ApWgFIrqMwlG5MbrmJfvPH0ib97p/PoDiCCG80+sE1e2I4gghZ+86Ume9jPfU3tw0zjDC7h5MUJ0OqOGx+BIOkbnqczJXfQ66fkU252SaRsePMvngwSAals89nKzY7WXyKje7TmlEBSu0rW7luTschNgVf5pTaRpjlrpZs9eLV4M6pS0MbOng5pKWgHX8ddTH+GVuth33EWxXaFbJwv/d6aBIyOX3AythxXE+uRj3rCfRDv/un65Wbomt+QDU2GroWcn4/vkJz8px4Mk657vFsLV8BUulFqBa0I5uwrPyXbQT285dA9aGT2Ct9whKeHH0lKN4/5yOd+OXlx07mDT/FYWo1r2JbtMXW7EK+FLjSd+4kNMz30TLNsq4vVhFij/2LsHVmqL7vKT9PpdTM17xzwdQHSEUe3QkYQ3vQ3WGkrVjDSe/HEzOiT35rlZ1hlJp7J9k7ljF8clPFC7285xMyKJjv5/4YNhtNKxVzD99xYZjTP52G7sOpBAV7qBts7I8170WIUE2f5pTCVmM+Xwza/48gdenUeemGAb2qM3NVYoErGPNphNMmL6FvYdTKRLp5OG7q9Lr/mooisLlOpnspeOoY3zwRCwNqwblxr8ti8m/prDrWA5RoRba1g3huQ6RhDhyf/NTKV7GzEtmzT/ZeDWdOuUdDOwYxc3lHAWur//U0/x9xM3yN8pcduxwA+S/2eM34/EHUBSFWx7oQ/1uTxFVugKZSafZtWIhKz58A3emcYyJLlOJtv83lrL1mqL5vOxYPIcl773sn3++u158hxLV6zGt152Fml9YpixDioKzcQ+czR7HUqQ8Wno8Odt/JeuXd9DdGQCoMRUIve9NrJUagc+Le8sCsha84Z8PgD2EkI7DcdTugOIIwbNvHZnzh+E7vS/f1dprtCH8iRkkDCxauLjzYcr8Pzf+RDcdX9rMBy/cRMPqEbnxb0pi8twj7DqSSVSYjbYNi/Bcl3KEOHP3z1NJbsZ8c5A1W1KMOqByGAMfLMvNFcP8aTRNZ+byk3yz5CRHT7uIDrfR6tZo+ncuS2jw5Z+CmrINpyjc1OkJajzwFOGlKpCdfJqDKxey8ZMReM4cX8JLV6LJC2MpXqcZms/L/qVzWP/BUP98AGtQCI36j6ZCy07YgkI5sXk1v733IqmHdvvT2EPCafDsKCrccR+24FASdv3Fn1Pf5NiGZYWP/xymL/9mjF9RCL+9F+GtnsBWtDy+tHgyN/9E0tyR/vNEa2xFYh5+G2fVJqD5yPhjHonfv5rnPLJI1zcJufVeVGcI2bvWkvjNEDwnc9vQanAk0V1eJ6Tu3ahBYbj2bSRp1nDcBzYVLvYz8d9I58GmPAadw+x1wMkkDx2H7eOD58rQsFpIbvx/pTN5QTy7jriJCrPQtn44z3WKJcR5znlMsocx359izfYMvD6oUymIgZ1jublC7vmQpul8sSiRmf9J4WSyh/LF7fRpF0PHxhFcCSdTfHR8L5EPekTSsJI9N/5/3ExemsGuk16iglXa1nLyXJuQwPOwVB9jfs5gzS630Y4ua2Ng21BuLp17nHJ7dG4ZfhqvFrjeYLvCpjdjCx33jdKONmP5VxSF5g/2ocXDfYkpU4H0pHi2LF3Iwolv4DqTt0XLVqLry+9S+VYj7//8ZS5z333ZP/98Dwx5h7I16jK+e5uA6cHhkdz3wpvUbtUBZ2g4B7f+wdyxr3Bo25+Fiv3MBmCv/yj2hj1Ro8uhZybg2bEI17KxcPYcILo8zrtHYC3fAF3z4dm+ENevI/3zAbAH42w7DFuN9ij2ELwHf8f10+toCYHnAPYmvbE37oUaXhzt9F5cS97Bu3t54eM/hzyRcpFatmxJXFwcX3zxRb7zhw8fTlxcHJMmTWL9+vXExcUF/NWrV4/u3bvz119/5fluVlYWH374IR06dKBOnTo0a9aMZ555hr///rtQsW7cuJFnnnmGpk2bUqdOHTp06MCnn35KTk6OP83cuXOJi4vL9/tn4z969GieeYMGDSIuLo6lS5fmmXd2mV999VWeeUePHiUuLo7169cHTD98+DAjRoygdevW1KpVi/r16/PYY4+xaNGifJdd0N9nn30GwJAhQy6Ybv369f5Y+vfvn+/2t2zZkkmTJuU773KFthlAZLcxuLYvJmnKo2Qs/YDght2I7ms0iJSgcGKeX4AlvCjJXz5N2vw3CL71fqKf+DxgOVG9phJU717S5o8gedrTWCJLEPP8ApTg3Eogus/nBDd+mIylk0ma/DCurb8S8eA7hLUbdEW25USqRu+vs0l3B05fstNDv++yCbYrTHggiKF3Ofj9oI/Hp2fh1YyGa7pL5+FpWazb72PAHQ4mdgmidJRK92lZbD3m8y9r+3EfPadnEWyHSV2DGNTKwW/7fTzzffZlx6+ElcDx0NcozsDGkCXuLhxdP4OcLHLmPoNnyRtYyjfB8cg3oJypQB1hOHrMwVKhKZ6VY3HPeQot9QiO7rNQS9b2L8vWehj21q/gO7Aa98w+eP/4AlvzgdhaDbvs+M2a/zH3DKJErwmkb/qVI+92JWHhe0Tc9ghlBn0HgBocQbnXFmGJiOXYh304/e1wIpp0ofTzMwKWU2rAl4Q3up/TM17l2Ae9sUWXpPxri1BDIvNdb/Ge72KPLVfouM93Ij6T3sOWk57pCZi+5Lcj9HtjJcFOGxOGNGPok7fw+9ZTPP7ycrw+oyWbnpnDw/+3hHV/nWRA91pMfKU5pYuF0v2lpWzdleBf1l87E3h6xEoqlg5n0svN6Xh7ecZ+sZmps3ZcfvzJXnp/eIr07MCTySVbMun3yWmCHSoTesUytHM0v+/O5vGJJ/H6zpSfbI2H3zvJul3ZDOgQycTesZQuYqX7hJNsPejOb3Us2JDBki1Z+c4rVPxmz3+zx2/S4w9A014v0v7l99mz6he+G/AAv017j9odH+XB974HwBkWQc/PFhFSJJZ5w3qz7P1h1GzXlS5jv8l3eU16DKRJz+cLXN+/zS8ss5ahoJb9Cen8Njk7lpL2WQ+yV0zGUb8rYb2M9rUSFE7EM3NRwoqSMeNZMn98C0fdToQ99lnAcsJ6TMFRpyOZP75J+oxnUCOKE/7MfJSgvBc4bJWbENr940LHnB+z5r8//kQ3vd/+m/QsX8D0JX8k0m/cPwQ7LUx4Lo6h3Svw+9+pPD5ye24dkOXl4RHbWLc9lQFdyzJxYDVKxzro/sZ2tu7NPVH/9MdjvDltPy3qRvHBCzfRq0Mp5q+O57kJO9Ev80KmWdtwdXq8SLPB73N47c8sGtyZLV+/R9X2j9LmnZkA2EMj6PDRYoKii7Hi9V5s+HAYldt05c7R3wYsp9VbX1GxVWfWf/AKK15/nJCipej40RLsYZFG/lgs3D15EVXbP8LWbyaw6MX7Obl5Ne3e+4HyLe4pdPxnmb78mzT+yPbPE9N9HFlbfuXk+91I+WUiYU0fonh/o42sBkdQcshPWCJiOT21L4mzXiO0YWeKPzM9YDnFnv6c0AadSJo1nNOfPIk1qiQlh/yMGhxpJFAUig/8npC67UmcNZyTkx4Bn4eSQ37GVqxSoeO/kc6DzXoMOsvsdcCJRA+9xx0iPTuwl2DJn2n0m3jEOI/pV5qhDxXn938yefzdg+fE7+PhUQdZtyOTAffHMvHZ0pQuaqf72wfZuj+3jTlxXjwT5pym822RTBlYhsbVQxj8yTF+/D31smIHOJHio/dnyaS7zjsP2+6i35cpBDsUJjwSwdCOYfy+L4fHpyYHnod9lMS6PW4G3BXKxEcjKB1tofuUJLYeyT2m7T5l3Kz0brdwvusX5f/78smoy4r9RmhHm7X8t3liEN2GT2Dbyl/46JkuLPnsPRrd9wh9PzDyPigsghem/0pYTCzTXurDvHGvcuvdXXjy/fzzvnWvgdzZa2Ce6Yqi0O+j2dRqdTfzxg3j4/7d8Hk8vDB9MbHlKhcqdgBH82dwdhyJZ9cyMr/uhXv1FGz1HiD44U+NBM5wQvrMQgmNIWv2QFyLRmGvdS/BDwW24YMfnIytZgdci0aRNfs51PDihPSZBeccj+1Nn8TZ7jU8m2aRNaMPWvIhgrtPw1KuQaHjP5c8kXIJbDYbixYt4vHHHw+Y7vV6Wbx4cZ67S2bNmkWJEiXQNI3U1FS+/vprevfuzS+//EJsrNELnJSUxCOPPILVaqV///7cdNNNpKamMm3aNB5++GE++eQTGjZseNExfvXVV7z99tv06NGDfv36ER4ezqZNm3jnnXf4448/+Oijj1DVwvWfpaens3TpUipUqMB3331H69at8003btw4WrRoQdmyZS+4vPXr19OvXz9uueUWRowYQfny5cnMzGTZsmW8+OKLHDhwgKeeeirgO2vWrMl3WaGhoQC88sorDBoU2EByuVw8+eST5OTkcNNNN5GWlgbA4sWL+emnn7j77rsvavsvm6IQ1mYAmaunkTb/DQDcO1eiZSQR/cTn2MrWwXHTHaghUcSPbIGWmQSAL/k4Mf1nYa/UkJx967FXqE9Q7XYkTOqC+2+jQytn7zqKvfUXIS36kPHLOGxlauGs2ZrETx7DtekHY127VqEERxLa5jnSfx5b6M3QdJ35W7yMWeJGJ28l8MHKHCoVVZn6SBB2i7FP3FrWQptJmcz9y0PXenbm/OXhWIrON48FUa+scRhqWslKcpbO6EUuvu1l3FUydqmbm4qrTO4WhHpm/wp1wKhFbo4ma5SOKkxZVrDU6oy91StA3jvCbM0Hoifsxf1tD9CMxojvyAaC+q3CUrsLvr++w1q7K2pkGVxfdkY7utHIlwNrUIKisbUejnt6ZwiKwlr/Mbybv8Xz67AzaVajpR3H0eVTvH99i56Y/52zF2Lq/FcUYu4dRPLSTzn97asAZG5bji89iTLPf42zYj1Ca7XCGhrN/pca4UtPBMCTeJRyLy8gKK4x2bvWEVSlIeG3duDQqHvI+GsxAFn/rKXKhzuJbtOXhHnvBKw2tO5dhDfujC8z5dLizYem6cxfdoAxn2/OtxH0wTfbqFQmgqlv3I7dZpww3VqjKG36LGTukv10bVuZOYv3c+xUJt+8eyf1qht3RzetW4LkNDejp27i27HGHSGTZmzlpopRjHmxCQDNby2J16vx8cy/6XFvHE7HpVfhmqYzf0MGY+Yl53tD3gc/p1CpmI2p/Ypht54pP5WctHn9KHN/z6Br0zDmrEvnWKKXb54vTr1KTiP+m4JIztQYPTeJb18oEbDMUyleRs5OonikJc/6ChW/2fPfzPGb+fiDcWLQrNeL/Dl7KkvfN47L+39fTlZKEl3HzqBk9XpUatya4IgifNy1IVkpxjEo9dQxun+0kDJ1GnPkr3UARJYqz10vjiHu9g5kp6XkWde/zS8sU5chRSGoVX9cv00n68e3APDsXoWWlUx4z6lYy9TGFnc7anAUKWNboZ9pB2mpJ4jo+x3WCg3wHtiAtfytOGq2JfXjbnj+Me6u9+z7nejhf+Js1ovsJe8Zq3OEENRqAEGt+qO70i4xp/Nn6vw/G//q04yZcTCfPRg+mHOYSiWDmDqkOnarsY/dWi2cNgP/ZO7KU3RtWZw5/znFsXg337x2M/Xiwo34b44kOd3L6K8P8O3rtdA0nU8XHOXBVsUZ1K08AE1ujiQy1MoLk3az/UBGwJ2bF8/EbThFoU6PwfwzbyobPjSWeWzDctypibQe9Q0xN91C6YatcEYUYe6jDXClGsefzNNHaf/+jxSr1YRTW3+j2M3/z96dx+lU/n8cf517n32fwdj3PWRfIiJrmyUl1U8KhZSUSqKy5NsiSopKtNgJKYQspbEkQvZ1Ziyz7/c99/b743CP2z0jBuno83w8PMycc93nvM8113226yxNKX9HN1Y+25VTv6oXnp3euZmHvztErR4D2fnFRMq16kp0zYasfe1RDv/4rWdeOqOJFiMmc3zj8mJdlX9LtH+t5lcUQrs8R+b6z0ldMAaAvH0/48xOpcQzX2IuXx+/2m3RB4YTP7olrmy1/TjTEig5fAmWKk2xHvoNc6XGBNTvwul37yd39xp1Ogd/pdw7ewhu9yTpy/+HpWoL/Kq14PR73cndpbYx68FfKf/hCYLu6OuZ/9XmvxWOgzW9DkL72wCXy83SXzOYNO9s4ccx3yVRqaSZGcPLFRzHVPWnw0uHWLw5nV6tw1i0KZ2EZDvfvFKeBlX81fy1AknLdjDh2zN8+2oF8mwuZq9JoW/7CJ7qEglAs5qB7D1uZc5PqXRtWry7UlwuN0t/tzLp+6zC6/+nHCpF6ZnRL6wgfwUjHSalsHh7Hr2a+LNoex4JaS6+GRRGg/LqnSwtqprV47DlWXz7dDgA+xPtGHRwdx2LZ1rXSuv70Vpu/4qicPeTL7Bp3kyWvqueR9n/6zpy0lN4cvLXlKvdgBot2hEQGsFb9zclJ02t+7QzCQyduYxKDZpx5He17iNKl6fnyLep27YruYXUbeWGLanSqBVTn7qPPT//AMCh7Zt5Ly6R5j0e88z/KhcAc+unyd/2FbbVEwBwHtmEOzcN/4emo4+ti6HyHSj+YeR+eDfuXHUb4M48TcDjX6Mv2wjnyW3oy9yOsUYHcmb1wXFwPQA5x+MIeiEOc9PHsP08BQwWLG2Hkb/5E2zrJwPgOLiegIHLMLd9ntwvel99/kvIHSlXoVmzZvzxxx+cOXPGa/hvv/2Gv78/JUt6nzwKDw8nKiqKmJgYqlatymuvvYbL5WL16tWeMmPHjsVms/H1119z9913U7ZsWerUqcM777xDvXr1GDNmDC7XJffjFWH//v1MnDiRF198kZdeeolatWpRpkwZ7r33Xj744AN+/vlnVq5cWezlX7FiBXq9nqeffppffvml0DtWACIjI3nllVcu29OanZ3NCy+8QIsWLfj0009p0aIFsbGxVK1alUGDBvHqq6/y4YcfkpHh3eMfFRVV6D8/P/U2zKCgIJ9xkydPJj4+nilTphAcHOyZVpkyZXjjjTdITk7mn6BYgsiNm0fetoVewy/cRm2IqoClVlvyD2/x7DwC2Patw5WXiaW2eiujuVZbXNZsbPsKbktzZaeQf+hXTxmAnI2zsO3f4DUvx9mD6CxB6IKK/2iLA2ddjPneyr11DUy6z89n/NEkFy0q6j0n0QAiA3VUjNKx4ZDa638k2UWIBc9JtAualNezM95FRp6btFw3W084ebihyXMSDaBDDSM/DwssZicKKDE1MHUah+PPxdiW+V7doERWxnl0o2fnF4CcZFzJh9FXbguALrIy7rx0z87vBa4TW9CXaQiWYHThFVF0BpyHfvIpo+j06Cu2LlZ+Lde/zi+Y9E3fkL55ntdwW+IBQH2kV+Bt7cnZ/4unEwUge9dPOHMzCarfEYDAeu1xWrPJ3lVQt86sZHL3bfKU8cwzIJRSA6Zx9utXcOZc+xVEB46lM+ajrdzbtjyThjfzGX/0VCYtGpTwHIADRIb5UbFMMBu2JQJw5FQGIYEmzwH4BU3qxrDzr2QysvLJtzvZuvscdzUr7VXm7pZlyclzsGNfUvHyJ+YzZm4K9zYOZNJjkb75z9hpUcPPa4c7MlhPxRJGNuxV7yg5csZOiL/O04niyV/Fws6jNjIuubrntW9SaFHdQtNq3uWLlV/r9a/1/Bpe/wCYA4PZtfxrdn8/12t48jF1HRRWphKVWrTnxO+bPQd/AEd+XYM1O5OqrTp5hnV88R0iylXmy/4dOHNgl8+8/m58cWm5DSmWIGzbF2D7fZHXcOdZdT9IF1kBU/U7sR+N83SiANj3r8dlzcJUQ72Ax1T9Tty2HOz713vKuHNSsB/+1VMGwNz0ESzNHiFn0UtYN8286ryF0XL9Axw4mcOYz49wb6toJg2q4ps/IY8WdcM8JxAAIkNMVIz1Z8PONDV/Qh4hAQbPCQRP/poh7DyYRUa2g+w8J/e0iqZrc+9lrFhKPWl16qy1WPm1vA9nCgjm4MqvOfSj9/on7bi6/gkpXZEyTTtw5o/Nnk4UgPjf1pCfnUnZFur+Temm7bHnZhP/2xpPGWt6Mom/b6RsC3UdFVa+OgAnNq3wmlfi9p8JjClDRJW6V50fboH2r+H8Or9gsn6ZS/Zv872G20+r7ccQXRH/2ndhPfCrpxMFIPfPtbjyMvGvezcA/nXuwmXNJvfPgke8ubKSydu/Gf/b1E4g27HfiX+jLbl7Csq4HfmAG8VYvH25W+U4WMvrIND+NuBAvI0xX57m3uYhTHqylG/+RBstagd4H8eEGKhY0syGXeqjgY6cthESoPN0onjyVw9g5+E8MnKcmIwK375agf/r6P24PqNBId9e/LtpDpxxMGZJJvc28GPSg76dMUfPOWhR1eydP0hPxWg9G/arT5c5cs5JiJ/i6UTx5K9kYucJOxm56rnDvxIdVIg2XLdOFND+frSW278lMJi4775h63Lvuj9zVK37qLIVqdmyPYe3/+LpRAHYt3kNedmZ1G5dcI6k1yv/I7pcZd5/9G5O/eVbtyf27ODtXnewb3PBfobTno/b7cZoKubxvDmI/J2LsP+xxGuwM0l9JKMuvDyGKm1wHI/zdKIAOA5twG3NwlBNXX8aqrbBbcvBcahg/e7OScVxbAuGau0A0Jepj+IXin3fD17zsu/9AUPF5mC49nMSckfKVahbty5Hjhzhxx9/5PHHH/cMX7lyJZ06deKHH34o+sOAwWDAZCpY4SUnJ7NmzRpefPFFrxP8oPY4vvHGG1it1it+juqCBQsICgqiT58+PuMaNWrErFmzqFWr1hVNqzCLFy+mcePGtGvXDqPRyPz583n++ed9yk2YMIG+ffsye/ZsHnvssUKn9eOPP3Lu3DleeumlQsc/8MADtGrVipCQa3sG5VdffcWKFSt48803fZb9hRde4I033mDMmDF8+OGH1zSfK+HOyyRj/kif4X71OgNgP70fQ4mq5G1fcskHXThTTmKIUW+jM5SoijP5BLi9O9gcSUfxa9xTndap3aR/47tz53dbF5yZSbiyi995VDJEx+ohAZQI1hF33OEzPtRfITHDewfD7nRzOsNN/vmHdIb5KeTkQ0aemxC/gvZ9MlUdH5/uIsvqxuWGMH+FFxbnse6gA9zQvoaBVztaCLYUb6fAnZGAdVpr3Fln0JVt6js+Nw0lJNZ7oM6ALrgUbr3pfJlUMAWAJRguuspVCVMfHaWElsWdp24AlBDvgyhPmbDL37FVFC3Xvys3gzNf+N5SH9xIfcyELX4f5thqZGzxPsjC7cJ+7jimUuoOjzm2Gvazx3y+A/lnjhDS0vsKg5L93scWf4C0NTOJvHfEVWe+VMlof1bPvIcSkf7E7T7rMz402EziOe9HWNkdLk4n5ZJvP1//IWZy8uxkZOUTElSwTTh5Wr0dOP5sNhaTHrvDRflY721D2ZLq1SvH4jNpUd+78/6K8ocZWP16aUqEGYg76PuIpNAAPYmp3u3K7nRzOs1BvkNtV2GBenKsLjJynYT4F5xsOJmsfi4+xeEZvuDXLPaesrHi1VjeXpLKtdJ8/Ws9v4bXPwDWrAx+mOi731KjrboOSjqyj6iK1dnz4wKv8W6Xi/SE40SUr+oZtm7q65w7XPQjWP9ufHFpuQ258zLJWfyKz3BTHfXA2nl6P/qYKth2fnfJB124Uk6gj1b3g/QxVXGmHPfZBjiTj2G+vbvn9/w9q7D+Ohvsefh3vPb1P2i7/gFKRppZ/d7tlIgwE7fP9+KC0CADicnez+yzO1ycTrYV5A8ykmN1kpHtICSw4FDy5PkTA/FJVmpVCGTUYxV9pv/TdvXgvnJpf59xV0LL+3D52Rn8+q7vvnmF84/aSj26j9Dy1Tmyxnf9k5V4nNBy6vonrEJ1MhOO4b7kQrvM+CNU7vgQgKcjJqhEOVKP7PGUCS6tPpYpOLYCKQev/sSU5tu/hvO7cjNI+dp3PRZwezc1Z8JfGEtVIzvOu6Matwt70gmMJdV9aFOpatiTjvusP+3njhLU7EH1I/m52I5sVUfo9BijyhN2v3oHRtYm30d4X4lb5ThYy+sg0P42oGS4kdVvV6ZEuJG4/TmF50/xfmSf3eHmdKrd9zgmx0lIwEXHMefyz+fPp1Z5P6qVUU+2ut1uUjKdLN6czpZ9OYx97OrXPZ78oXpWj4ikRKieuCP5PuND/XUkpntfkGZ3ujmd7iL//G53WIBCjs1NRq6LEP+CE/4nU9TPxac5CfHXsf+0A4MO+s1MY+fxfEwGhbvrWHixayCB5uJdkKT1/Wgtt/+8rAzmveVb9/XuUus+8dA+SlaqzvaV3udR3C4XyfHHialQUPffvf86iYeKfsxkfl4uR/9QX8mg0+uJLF2BbkNfQ1EUfl1czHc0WTOxrvC9k8VYU+3gcZ47gC66Cvbdy7wLuF240k6ij1L3X3RRVXCl+m4DXKnHMd72AAD6aHV750o+6l0m5RiK3oAuohyusweKtxznyR0pV6lTp078+OOPnt/z8/P56aef/vbxUDabjRkzZuByuejQQb3a46+//sLpdNKgQYNCP1OuXDmqVat2xR0pe/bsoW7duhgMhfePNWvWzKfD5kodOnSI3bt307FjRwICAmjTpg2LFi3Cbrf7lG3UqBGPPPII77//PidOnCh0elu3bqV8+fLExsYWOt5kMhU57krt3r2biRMncv/999OrVy+f8WFhYYwdO5Y1a9awfPnya5pXcRnL307Q3cPI2/UDjsS/0PkF47roZXoXuKzZKBZ15/tyZXSWom8RDGg7AHO1VmSvmnxNL9kL9VMoEVz0qqN7PSNr9juY8YuN1BwXiRkuRi23kmV1k3f+Co576hpQFHh2QR6HzjnJtLpZ/qedJbvU9pSXr16RDPDqcisWo8JHvfx4sb2Z9QcdDPw2r/jPVrVm4M46U+Ro5675GKp3wtBsIPiHowSXwtRlEliCwKRu9Bx7loLbhfmB6SiRVcAcjL7WfRjqqjvwitEPd+oxnCe3YrzjOfTV7gZzEEpMLUxdJuF2WFGMxduB1Hz9X8KvciMi73uBzO0rsJ3ah84/BFeub/t2WrPR+6nrL51/CM68Qr4Dedno/AvWcUGN7iGoYVcSpw/0KVtcoUFmSkQW/bfr3r4ia349xYwF+0jNsJJ4LodRH/xGVk4+eVZ1D/ieOyugKArPTtjEoRPpZGbns3z9MZasUTf2eVYHWbnq3yLQ3+g1/YDzL6fLzvU9iX1F+QP0lAgr+hqK7s0CWbMrlxlrMkjNcpKY6mDU18lk5bnIyz/ffhoFoOjg2ZlJHDqdT2auk+Xbslnym3qlV55NLZeQ6mDi4lRG94ogLPDaH+sFt0D9az3/Lbb+AYit04iWT4xg//oVnDu8F3NgSKEvw7TlZGEOLNjG/t3B3Y3oRAHtt6FLGco1wL/dUGx7fsR5Zj+KJdjrpcIXuG05KBb1Ma5qmexCyhTsKwG4Uo6D/drfqXYxrdd/aKCREhHmovO3iWHNthRmLIsnNdNOYrKNUZ8eJivPQZ5NPWi9p2WU+h3+YD+H4nPJzHGwfPM5lmxQT0zn2ZyFTnvX4SxmLEvgzgZhVC0TUGiZv6XxfbhLRddqTL3HXuT4xuWkHdmLKTAEe47vY+jyc7MwBqj7N6bAEPILKWPPycJ0vsyxdUuwZaZx59gviKrZCGNAEGVbdOK2vupJGIOlePWv+fav8fyXMldsSGiX58nZ+T35CfvQ+RW+/nRZs9D5XXQcmefbftzWbE+Zi0U++j5lJ+0iqFkv0le8S/6p67dt0+JxsNbXQVrfBoQG6ikRbixyfPeWoazZkcWM75NJzXSQmGJn1BeJZOW6CvI3C1W/wx+d4lCCVT2O2ZLBks3pav587xO038dl0nLYQd5beI476gZyzzW8bD7UX3fZRx13b+THmj02ZvycQ2q2i8Q0J6MWZpJlveg4rL6fWv9fZXDojIPMPBfLd+axZEfe+fxu3G43B047OJHspF1NM5/2C2NA2wC+32VlwOfpuFz/zf1orbf/S5Wv24i7nxrBrrUrSDy0D7+gEKzZvut3W04WfoEF50gu14lyqYden8Kba/bSuFtvfvhkEgkH9vz9h66QvnR9zK2fwf7XalxnD6CYg3DbCj8GwKy2HcUShNtWxDGA+fxxgjn4/LCsS8rknB9fnEfLepM7Uq5Sp06d+Oyzzzh79iwxMTH88ssvhIeHU7NmTZ+yXbt2RVEU3G43VqsVt9vNCy+84Hk/yoXHVl3rXRcXpKenU6ZMmav6TP369X2GOZ2+X/7FixdjNps970Xp0qULq1at4qeffqJTp04+5YcPH86GDRt4+eWX+eqrr3zGp6SkEBbm/aKrnTt30q9fP69hY8eO5Z57Cl6KWFhegF9++QV//4IdivT0dIYNG0bFihUZM2ZMoZ8BaN++PV27duWtt96iadOmREUV/1bfq2Wq1ISIp+fiSDlB+uxn1IHKZfo2L/S6XkmZSwS0eZKQHuPJ3b6Y7LXTipn4ygxuY8Lpginr83l3bT5GHfRsYKRdNQOHk9V8laP0fNzbj9ErrHSbrl75VaukjiFtzIz70YbFqGA//0KvWiV1vNVNvSKkWUUIsigMX2zll6NOWla6/qsw+8b31auvWg/H1PZl3M58HDvn4jy4Bl2k2rvtTj6Ebf4TmDpPwG+Aesu18/Ru7Bvfw3T3WNznT9zYFg/C1Gk85h6fqp/LyyB/3XiMdzznKXO9aan+/ao1o9xLi8k/d5zEaU+pAy/zDif3+fatXO47cP4KTX1QJKWe+pCzX72MPfnkNeW8GoP71MHpdDPlq928O+sPjAYdPe+uRLumpTl8Ul3nVy4bwsevt2b01K10e1p93GKtyuEMeaQu4z7ZgcVsIN9e+E7YBbrrd5e2d/7OoThdbqasSOPd79Iw6qFn8yDa1fXn8Gn1xEDlkiY+HhDD6G+T6TZOfdRFrTImhnQJZdzCVCwmdbv36lfJtK7px931r8/O4hXl13r9az2/htY/AGXqNaPPR0tJSzjO0tf6A6Bcbh10hY9avZm01IYMFRoT/OTXOFNPkv3NUHXgZfdxzh/4X+4CoyL2g/4pWqr/QvN3L6vmX3CSd+eewKhX6Nk2hna3h3M4Qd1vqVzan49fqMHomUfo9uJONX+FAIb0LMu4L49hMfmeJPr9QCYD/7eP0tFmxg/wfZzG9aKlfbiYus3p9P5SshKP8fMbf7/+uZLjgAvrKGtGCisGd6LN6Jk88OWvAGScPMTWaaNpO/YLHNbcIqdxLTTf/jWU31KlKSWeW4Aj6QTnZgwC/qb9XNh+XeU2LmvDLLJ/W4B/3Q7qXSkGE2mL37ym7HDrHgdraR1UGK1vAwbfF6Uexyw5x7sLz6nHMa3DaFc/iMOJ6p0GlWPNfPxsGUbPOk23UWoHaK3yFobcH824r89gMXm3sboV/ZgzshwHTtmYsuQc/d87yZyXyl3xxc5Xlf+uADX/6mze/SFbzd/Yj3Y1zRw+p65XKscY+PjxUEYvzqTb++odDrViDQxpH8i4ZVlYjApuN0x7LJTwAB1VSqj7y40qmogK0jFibiabD+ZzR/WiOxSu1K22H62l9l+pQTOe+WQJyfHH+fLlJ4HLnyMpbt1vXvA521bMo3brjnQbOhqD0cSyD8YWa1oX05dtRMBjX+JKO0XewvN3EF6vbcDffTevw7GCdKRcpdq1a1OmTBlWrVrFo48+ysqVK4u8G+XTTz8lJiYGgJycHLZu3co776gvN3vyyScJD1dfBJWenk65cuWuOVt4eDjp6elX9ZmlS5f6DNu1axcjRhTcOuxwOFi2bBmtW7f2vNS9TZs2BAQEMHfu3EI7Uvz8/JgwYQKPPPIIs2fP9nkxfWhoKImJiV7Datas6ZWnQ4cOOBzeV+wUlvfC/C5wu92MHDmSzMxMvvjiCyyWyz8Db9SoUXTt2pXXX3+dadNu7M7VBX6330/YYx/hOHeE5Ck9cOWoz1x05WWiO3/F5cV0liDs6Wp9ufMy0QdHF1rG5wojRSH4gTcIaj+Y3K0LSJs16PovzCUMOoXhd5kZ3MbEqTQX0UE6gi0Kj8zKJeSix7G0rGRg7dAAEtLVEyOlw3Qs2qmeqA31Uwg4v21vU8V7NdWqsvr7X2duTEcKbif29W9j3zgZJaws7qyzYMvE3Hc+7rx0TzHXsU1YP2qJEqJ2XrozTqG/7fydT3nnbxXNSSZ/4VPkm4NRgmJwp50AlxNTp/FgTedG0Er9BzfrQewzM8hPPMSJ8ffgzD7/UuHcDHR+vt8BvV8QjtQEAJy5GZhDCvkO+AfhylXrvuSTU7Cd+ou0dbNAV7BDoyiK+rvr8ge5xWXQ6xj+f/UY3KcOp85kEx3uR3CgiUdeXENIUMEOa8sGJVn7+T0knFWvjChdIpBFq9WXRoYGmcizqeu+nDzvu/6yz1/lGBTg/Vzc65dfYfi94QzuHMqpZAfRIXqC/fU88v5pQgIKdlxa1vBj7djSJKSoOUtHGlm0Rb3qI9Rfx9cbsziQmM+yV0rhOH9S/MI5UIfTjU4B3Q04E6L9+td4fo2sfwBq3d2T+9+aScqJQ8wZ2JW8DHUdZMvKwOzvuw4yBwaTdS7RZ/i/jVbakKn+fQQ9NAVn0hEyPumNO1fdD3JbMz1XlF1MsQTiyjh9vkxWoc+4VyxB1+2l8sWllfovOr/C8IfKM7h7WU6dsxIdZiI4wMAjb/xJSEDBd65l3TDWfnA7CUnqianS0RYW/axejRka6P3dXLkliZenH6Z8SQszXqpFWFDRVxNfM43sw1Vq35M2oz8j4+QhVg7tgu38+ic/OwNjgO+VkqaAYHKTEjxl/MNjfMoYA4LJzy54VEnyXztY+FB9/KNKYbD4k3nqMKUatgHAlnntj9osjPbbvzbyBzTuTvST07GfOczpd+7zvFPElZvpuXPvYjq/YOxppz1ljIUcRyqFHUeivi8FwLp/E/qgCEI7PUvadxPAWfy7am7l42CtrIOKovVtgEGvMLxnDIPvi+LUOTvRYQb1OGbCcUIuuju+Ze1A1v6vMgnJ6neydJSJRRvVdhga4H0ivGy0ibLRJhpVCyDQT8fImYlsP5hLo2rX/0Ixg15heKcgBt8VyKlUJ9HBOoL9dDwyPdXrcbgtq5pZ+1IkCWnqCeHS4XoWbVNP9If669DpFJpU8l3PtD7febL/tOOaO1Juxf1orbT/hp178NjEmZw9fogpT3QjJ12t+7zsDMyF7ENYAoJJP1u8uj/x5w4ADm7dSGBYBB36P8+Kj8bhchR/G2Cscw9+Pd7HlXyUnFl9cOedPwawZRV+DGAOxJV5/k5AayZKoO97Xi++m8VzJ4opEKwF+0UXto/X41hBHu1VDBce72Wz2Vi7di2dO3cutFypUqUoV64c5cqVo2bNmjz++OPcd999fPbZZ4DaKWM0Gvn9998L/fyWLVsYOHAgSUlX9kK6+vXrs3v37kLvKAH1nSDffPON17AL+S7+d6Hz54Kff/7Z8z6XmjVrUrNmTerXr09OTg5xcXEcO3as0Pk1bNiQvn37FvqIr9tvv53jx49z7tw5zzCz2eyVozCF5S1XzvuKgBkzZrB+/XomTJhwRR1UFx7xtXbtWr777ru/LX+tAtsPJuyJmeQf3UbSO11wZRY8o9dx9jCGqEuep6jo0EeWxXHmIAD2s4fRR5T16Wk1RFf0lAFAbyT8yVkEtR9M1pqppH3+1A07eXyxuOMONh12YDYoVI7SE2xRcLjcHDznpFZJdZWTmOFi4c587C71BNqFFwfvPeMkxA9iQxXKhavD8i+JfOGkrPk6vjjtYrqyTdFVvAOcNtzJh8CWCYoeXVR1XGfUWxmV4FLob3sQdEbcGadwZ5xSP1uiNu7cNM/v+prdUKKrgy1TnZYzH12Jmig6vWda15sW6j+i2zBKPzub3INxHHv9LhzpBbfI2xIPYSpRyfsDig5jdHlsCeqzLPMTD2GMLu/zHTDFVPKUCWn6AAG1W1Pr22xqzc2h1twcTNHlCG39CLXm5uBf845i57+cuN1n2bQjEbNJT+WyIQQHmnA4XRw8nk6tSupdeInncli46gh2h4vSJQIpXULdqO89kkpIkInYmADKlgxCr1M8z9y+4GSi+nvFMsV7TOPf5j+Yx6Z9eZiNOiqXNBHsr8fhdHMw0U6tMuoOd2Kqg4W/ZmF3qh0opSPVHcK9p/IJ8dcRG2Fg1c4c0rJdtHolntrPnqD2syf4bmsOialOaj97go9+SL8x+bVe/1rPr4H1D0Dzx56jx6Q5nNr1G58/3pbs5IJ1UPLxg4SX9V4HKTodYbHlSTq6/5rm+0/QQhvyu/Npgvp+gv34djKm3oP7ov0g57kj6CMreH9A0aELL4fz7MHzZQ6jiyjnsw3QR1bwvLj+ZtFC/V82/74MNu1Kw2zSUbm0P8EBBnUbcDKHWhXUk0aJyTYWrj+L3emmdLSF0tHqBUt7j2UTEmggNqrg5MxnKxIY/uFB6lUJ4qvRdYgOuzEnwC/Qwj5c3Ueeo91bX3H2z99Y9tSd5KYUrH/STxz0vMfkAkWnI6hUedKOqeufjBMHCSpV3qf9h5SpRPpxtYw5JJyqXfpiCYkgNymRzFPqy1wjq9dXn5dejPejXAnNt38N5A/pNJSYQV9gO7yVxPF348woWH/mnzmIMdr3ONIYWY78RHX/2H7mEMYo3/WnMaYi9vNljKWqE9TqEZ95207sQmeyoA8ML3b+W/04WAvroMvR+jYgbn8Om/7MVo9jYs0FxzHxVmqVU3MmpthZuDFNPY6JMlE6Ss2094SVkAA9sZFGUjMdLP0lnZRM75PFNc9P41z69Xk8n0/+I/lsOmDDbFSoHGMg2E+n5j/joFaseryVmOZk4dY8NX+4ntLhasfP3gQ7If4KsWE6zmY6mR+XS2Kad5u3nn/MbnjAtZ0GvlX3o7XQ/tv3e44n3pvD0Z2/8c7D7chMKqj7s8cOEl3Ot+4jS5fn9JErr/uSlarT/IFHfYaf3PcHRrOFwNCIYuc3tRyI34PTcJ7cQfanD+DOKjgf7Eo6gi68vPcHFB268LK4ktT9e2fyEXRhvtsAXUR5XOfOl0lSL2zQR3hPSxdeAbfDhiv12p9WIh0pxdCpUyd+//13Fi1aRJkyZahUqdLff+g8t9vtebZ3cHAwd999N7NnzyY72/s5by6Xi+nTp3Ps2DEiI3173ArTvXt3cnJyCn2UVlxcHMuXL/fcUXI1Fi1aRFhYGEuXLvX6N23aNNxuN/Pnzy/ys8OHD6dEiRI+j9fq2rUrERERTJo0qdBnnZ8+ffqqcwJs27aNyZMn069fP9q3b3/Fn7vrrrvo1q0b48aN8/lbXE/+rR4npPub5O1YSvLUHj69obZ96zBVaY4usGDlZK7ZFp0lCNu+9efLrEfnF4y5ZjtPGV1gBKbKzbCeLwMQ9tg0LPW6kj7/ZTIXjb5hy3SpVX85GL3C6nk0C8CinXYyrdCumtpDn5LjZtRyG3HHCjbuSdkuvt9jp21VA4qiUClSR2yowso9dq82su6guuPSsOz1eefCpfQ1OmPqPBF0BVcT6Ov1QvELwXlwNQBKQATmrpPQlW9W8MGAKAw178F5aI1nkLHFEIzNn/aavqFxf9zWDJwnfrsh+f/t9R92V39K9J1I5paFnBzXzefqsZxdP+FfsxX6oIL1XuBtd6H3CyJ7l3r7e/bun9D7BxN4W8F3XB8UiX/NlmTvVsscGdnc5589NZGsHd9zZGRzrEcL78C+Vqt+OcnoqVuxOwpuGV20+iiZOXbaNVNfGJmSYWXUlDivF50mpebx/YYTtG1SGkVRMJv0NKwdzepfT3nV/+pfThEUYKRu1eLvwFw2/x+5jP422bv9bMkmM89Fu7rq4xNTspyM+iaFuIPWgvyZDr7fnkPbOv4oisLYhyJZMKKk1782tf2ICtazYERJerW49meTFppf6/Wv9fz/8vUPQMOe/bn7hbfZu2ohXw3siu2SZwkf2fIT5RregX9YwTqoUvP2mAOCOPLrmksn96/zb29DluaPEnDvWPL/+I7MTx70eZ5//oH1GCs3RwkomL6x+p3oLIHk7/9ZLbP/Z3SWIIzV23rKKAERGCs185S5Wf7t9f+3+eOSGT3zsHf+n8+SmeukXUN1nimZ+YyacZi4vQVX+SWl5/P9lmTaNgj3XNw0d+0Z/vfNcTo1iWTGyJoE+d/4ByH82/fhatz/JM2encSRnxawcmgXn3edxMetoVSDO7CEFqx/SjdtjykgiPi4nzxlTIHBlGnWwVPGEhpJyfqtiP9Nza8oOtqMnkmFtg8UZPcLoMZ9T5D4+0bys9KLlf/vaL79/8vzB7fpR2Tv8WRvXUziO/f57EPn7VmHX/WW6C7ah/av0w6dXxC5e9YCkLtnLTq/YPzrFDwtQhcUiV+1Fp4y5gr1ie4/HXOlxl7T96/dFkf6GZyZV3aR56X+C8fB//Z10N/R+jZg1bZMRs9KxO64aD90UzqZuS7a1Q86n9/BqC9OE/dXwcvqkzIcfB+XSdv6gSiKgtXuZuTMRBZuTPea/i971c9UK335J54UO/+fVkYvyvTej96eR2aem3a11BP0KTkuRi3K9HpZfVKWk+93WWlbw4yiKDidMHpxFvPivB8B98MuK3od3F6h+HdF3Mr70f/29t/qwf70GDmRHT8sZEr/bj7vQ9m3+SeqNGpF4EV1X7NleyyBQezb/NMVz6dcndt5bOIMKtZr4jW8Zou7yDh3mqyUc0V88vJMjR/Br/No7HuWkzOrD1zyDhPH4Q0YKjRDCSjorDdUaY1iDsRxaINa5tAGFEsQhiptPGWUgHAM5Zt6yjhPbsdty8FYu6vX9I21OuE49hs487lW8mivYqhRowblypXj3XffZcCAAUWWS01NxWxWV3gOh4PNmzezbNkyevfu7Snz0ksv8fDDD/PQQw8xdOhQqlevztmzZ5k5cyZ//PEHn3/++RU/f7FSpUo8++yzTJw4kbNnz3LPPfdgNpvZsmULkydPpn379kU+hqwoycnJbNy4kSeeeILq1at7jatatSqNGzdm8eLFPPfcc4V+3mKxMG7cOPr27es1PDg4mPfff5/Bgwfzf//3fzz66KNUqVKFnJwc1q1bxxdffEFERARVqng/Q7Cou3PMZjMOh4PnnnuOmjVr8thjjxVaNiio6JN3Fx7xdaV3AF0tXXA0IT3H4Ug+Qc7PMzCWvc1rvDPpGDkbPyfgzqeIeHYJWd+/jS4gnJAHxmLds4b8o1sByD/8K7YDmwjv9ykZi1/HlZNKcNeRuPMyyNmo3u1kua0T/o17kLdrJfnHtmOs0NBrXvZTu8Fx7SuQwvS+3ciC3+28/J2V7vWM7D/r4r21NjrXMtC4vLrKqV1SR4MyesautDKivRmDDiavy8egUxjSRv3OKIrCiLvMPLfQyvOLrPRsYORwkovJ6210qGGgZskb05Hi+P0rDPV6Y+r2Lo5d89FF18DY9iUce5fhOhkHgOv0nzhPbcPUcRz2tePB7cDYegS4HOqzcc+zb/8CU6fxGJIO4orfgb5mNwy17yP/h1d8NhzXy7+5/g0hMZR4bBL5546T+uN0LBW933mUf+Yoqas/JbzTIMq99j1JC8ahD4og5pFxZP3+I3kH1YOG3L82k7NnA7FDZ3H2q1dxZqUQ3XMUrpx0UlerzxEurKPE7bDjyEq9YZ0oAL07VWHBj0d4+f0tdG9fif3H0nhv1i4631GWxnXUu/1qVw6nQc0oxn60jRFP1Meg0zF5zi4Meh1D+tTxTGtQ71r836vrGDZhM907VGLnX0l8tvgvhj9eDz/Ljdl8924ZxIJfs3h5TjLdmwWyPz6f95al0bmBP42rqAcNtcuaaFDRzNh5KYy4LwyDXmHy8jQMehjSJRSAijG+O+ihATqMBqhT7tqfyVtkfq3Xv9bz/4vXPwCBETHcPeId0uKPsfXbaZSs6b0OSj11lG3zPqHJQ0/z6Kc/8PPHb+EfGk775ydwcNMPnNp1Y05cXE//5jakBEUTcN+bOFNOkLfpMwyl63qNdyYfx7p5Fn6t+hPy9EJyf/wfSkA4Ad1Gk7/vJxzHtwHgOLqF/EObCXrkY3KWv4E7JxX/jiNw5WVg/eWLa6i9a/dvrv8ryn9XCRasP8vL0w/RvU0M+0/k8N7cE3RuGknjGuo7HWtXCKRB1SDGfn6EEX3KY9ApTJ5/Uv0O9ygLqCcVJs45RmyUmT4dSrLvWI7XfMrGWAgPvv6Pd/k378P5RcTQ7Pl3yEw4xt75HxNZvYHX+Mz4I+xb+Am1ez1Dl49+ZMeMN7GERNBkyARO/vIDZ3dvAeD0zs0kbP+Ztm/MJm7qy1gzUmj45GhsWensXfQJANb0ZA6vnkejQWNx2PKwpp2j/uMjCYiKZe0o36tMrxfNt/9/cX59SDQRD0/EnnSczJ8+wVy+ntd4+7ljZKybSchdAyk1Yhlp301AFxhORK83ydm1Ctthtf1bD/xC3l8biR7wGSnzX8OVnUrYfa/gys0gc91MAHK2LcXWaRgxg74gdfEbODOTCWr+IAH1u3D2k/7Feln7f+U4+N+8DroSWt8G9L4zjAUb03n5swS6twpl/ykb7y04S+fGwTSurt5RULu8hQZV/Bg75zQjesWo+RefU49j7lMfG1cqwkj3VqFMW5aEQa/eibL9YC4zvk+hR6tQKsfemGOZ3k39WbA1j5fnZ9K9kYX9iQ7e+zGbznXNNK6o3s1QO9ZAg/JGxi7NYkRnt7ofvSpbrf/26kXTpcL0PNDQwucbc7AYoV45IzuO2flkfQ59mvlTIap469BbfT/639z+gyNj6PXK/0g+dZz1X31M2UvqPunkUTZ88yl39n2aYbNWsuLDtwgIjaD7iPH8ueFHju688rrf8eNiOjzxPE+8N5tlk8eQlZpM43t6c1u7rnw+4v8KvRD+7yiBUVg6j8WVepL8LV+gL1XHa7wr9Tj5cV9iataPgP+bh3Xduyj+4Vg6vor9wFqcJ7cD4Dweh+PoL/j1+hDrj+Nw56ZiaTcctzUDW9xsdWL2PGybp2O+8zncznycJ7djur03+ti65MzocdXZCyMdKcXUqVMnPv744yIf6wXQs2dPz89Go5HY2Fj69evHM8884xkeHR3N/Pnz+fTTT/nf//7HmTNnCA4OpkGDBsybN8+n8+LvPPXUU1SsWJE5c+awePFirFYrZcqU4emnn+bhhx9Gr7+6kw/Lli3D7Xbz0EMPFTr+//7v/xg0aBA//PBDkdNo2LAhjz76KLNmzfIa3qhRI5YtW8asWbP43//+R2JiInq9nsqVK/PUU0/x4IMPEhzsfetzy5YtC51HmzZt6NevH0lJSSQlJdG6detCy02YMIHGjRsXOi40NJSxY8fy9NNPFzr+Wllqt0dn8kcXWY6oEb71lfbl0+Ru+Zbk9+8hpOd4wvp9ituaTd6O78hY9JpX2ZRP+hLSYxwhD7wBOh35R+JInfF/uM+/H8Kv/j3q/7d1xu823zZ65tW6OFNO3YClhKrReqb39uO9dTYGzc0jMlBhQCsTA1oW3MqoKApTelqYsNrG6ytsuHHTpLyBKW3NlAopuFGuY00j5t4K0zbaGPhtHiF+Cr1vNzLszht3ItaddBDb/H4Y73wJc6/PcGcnYf/lQxy/fORVzrZoIKa7RmPqPB5QcJ7Ygn3RANyZBc+fdO78FrvBgqHh4yjNn8GdehTbkiE49y27Yfn/zfUf2KAjOrM/pujyVHhznc/4hI+eJH3DHI6PvZsSj71D6aGzcOVlkbllMWfnjPQqe/LdBynx6CRKPDIedDpy92/h1Pt9cOWkFyvb9VK1fCjTx7TmvVm7GPTGBiJDLQx4sBYDetXylFEUhSmvtGTCjN95/cNtuN1umtSNYcqrt1EquuB5u01vK8GUV1ox9es/eebNjcRE+DGiX336PVDjxuUvZWL6gBjeW5bGoOnniAzWM+DuUAbcHeKdv380Exal8vrcFNxuaFLVwpT+0ZQKv7m7FZqvf63n/xevfwCqtOqIyc8fU+kKPDH7Z5/xS0Y9wR/fzWHWEx3o+NI7dJ/4Jfm5WexbvYhV77xU7Pn+k/7NbchU8y4Ukz/6iHKEPrvCZ3zWN0OwbZ1Lxof3E3D/WwT1/Ri3LRvbrmXkfve6d9nPHyfgvjcJuOd1UHQ4jm0l58v+uPMyfKb7T/o31/8V5S8TwPQRNXlv7nEGvfMXkSFGBtxXmgH3lvbO/1x1Jsw5xuszj+AGmtQMYcpz1SkVqX4/N/6RhjXfRUKSjT5v/Okzn/EDKvNAa9/3fFyrf/M+XNnmnTBa/DHGVuDemT/7jF8/9gkOrpjN8kHtaf78u7R9czb2nCyOrl3Ebx+86FV29Ys9af7cOzQdOhF0Os7u+pU1rzzkdafJpglP02TIBJoMGY/B4s+5P+NYPqg9yftv3MUkmm///+L8/nXvRmf2RxdVnthRvld1n5sxgKzNX5M4sTMRfd4mesBnuKzZZG9bSsrcV7zKnpnyMBEPTyDiwbdA0WE99BtnP3oUV246AO78PE5P6kZ4j9FE9HoTXUA4+fF7OD25F7k7VxYr/3/lOPjfvA66ElrfBlQtbWH6sDK8t/Acgz44RWSIgQFdoxjQteAKfUVRmPJMGSZ8e4bXvzytHsfU8GfK4NKUiig4uf36oyUpE2Vk/oZ0ElPslAw3MPT+KPp1vDF3xAFULWFg+uOhvPdjNoNmpRMZpGfAnQEMaFuwblEUhSmPhDBhRTavL85U67+iiSl9AykVVnCub8z9wZQJ1/Pd71Y+XpdDiRA9QzsE8sQd/sXOd6vvR/+b23/t1mrdR5Ypz4vfrvcZP+ul/mxZMof3+nag16vv8sQ7X2LNyWLHj4tZ+PbV1b3dmsf7j3fivufHcv+IcQSGRhB/4E8+Gtid3et899+vhKFaOxSTH0p4WQIHLPUZn7twGPbf55Mzswd+Xd7Av9dHuPOzse9ZgXXlG15lc77qj1+XMfh1GqUeA5zYhvXbgV7vQ7Gtew9cDkyNHkFpNRDXuUPkznkc58ltxcp/KcVdnO4kIcTfShgYdrMjXLXY6Wmen91fN7xMyX8vpc92z8+54/7+HTn/Nv6vFrxPSIt/g4vrf2+vG3Pb841Ua37B46rch8fexCTFo1QuONnoXnP3TUxSPEr7VZ6fNV//Ws+v8fXP63Vu7HO4b4SxfxZcIavF9gPebSh5mO8L4f/tIicX3JWsxb+B13d4R7+bmKR4lNs/9/ys9X24TxrduBcq3ygDthW8HF3z7V/j+Y88dvWP477ZKn1Z8HhsrR8Ha3H9A5ccR2p8G+D+9f6bmKR4lOZLPD+7l96Y93HeSMp9Gz0/a34/WuPtf0DVG3fh8I3yyUGb5+eMV0rdxCTFEzI+8e8LnSfvSBFCCCGEEEIIIYQQQgghhCiCPNpLA1auXMmrr7562TL/93//x9ChQ/+hREIIIYQQQgghhBBCCCHEf4N0pGhA69atWbp06WXLXPouESGEEEIIIYQQQgghhBBCXDvpSNGAgIAAAgIC/r6gEEIIIYQQQgghhBBCCCGuK3lHihBCCCGEEEIIIYQQQgghRBGkI0UIIYQQQgghhBBCCCGEEKII0pEihBBCCCGEEEIIIYQQQghRBOlIEUIIIYQQQgghhBBCCCGEKIJ0pAghhBBCCCGEEEIIIYQQQhRBOlKEEEIIIYQQQgghhBBCCCGKIB0pQgghhBBCCCGEEEIIIYQQRZCOFCGEEEIIIYQQQgghhBBCiCJIR4oQQgghhBBCCCGEEEIIIUQRFLfb7b7ZIYQQQgghhBBCCCGEEEIIIf6N5I4UIYQQQgghhBBCCCGEEEKIIkhHihBCCCGEEEIIIYQQQgghRBEMNzuAELcq997nb3aEq6bUes/zsxbzg/aX4ZbKv6PfTUxSPMrtn3t+1nz9S/5/nOS/uST/zee1DF83vIlJikfps93zc+64cjcxSfH4v3rC83P++5VvYpLiMT132POzFr8DWv8OX5xf6+1f6/XvXnrHTUxSPMp9Gz0/S/u5OW6p47A1d9/EJMWjtF/l+VmLbehW2gZoPb97Rq2bmKR4lCf3en7Wevv/O3JHihBCCCGEEEIIIYQQQgghRBGkI0UIIYQQQgghhBBCCCGEEKII0pEihBBCCCGEEEIIIYQQQghRBOlIEUIIIYQQQgghhBBCCCGEKIJ0pAghhBBCCCGEEEIIIYQQQhRBOlKEEEIIIYQQQgghhBBCCCGKIB0pQgghhBBCCCGEEEIIIYQQRZCOFCGEEEIIIYQQQgghhBBCiCJIR4oQQgghhBBCCCGEEEIIIUQRDDc7wJVyOp3MmzePxYsXc+TIEfR6PZUrV6ZHjx50794dRVEAaNu2Lffffz9DhgzxmUbfvn2JjY1l4sSJ9O3bl61btxY5v9jYWNatW+dTTlEU/Pz8qFSpEgMGDKB9+/YATJ06lSVLlrBu3TqfaS1evJiXX36ZAwcOeH6+nNmzZ9OkSZMrqhe3282SJUtYsmQJhw4dIjs7m5IlS9KmTRueeuopoqKiPGXbtm1LQkKC1+fNZjMxMTF06dKFoUOHotMV9K1daZ3ff//9lCtXjsmTJ3tNu2XLliQlJbFu3TpiY2M9wz/++GM+++wzXnrpJUaNGvW3dQHw6KOPsnbtWkqXLu01Pj4+nnbt2nnqbOTIkSxZsuSy04uNjaVdu3Z06NCBqVOn+pS5XBu63s4k59Ft2EY+HNmQJrUjPMPXbz/LtPmHOHAii7AgEx2bl2ToQ1UJ8Cv4yp5NsTJp9l9s3pmEw+mmXrVQhj1cjTqVQ69qXpJf8t+0/Ck2ur20kw+fr0GTmiEF+X9PZdriUxw4lUNYkJGOTSIY2rMcARZ9Qf5UG5O+Oc7mXek4XG7qVQ5i2INlqVMxyFPG5XIzf90ZvllzhvhzVsKDjbRrGM6Q7mUJ9L/2zZ/m61/yS/7/cP5bYRk0nz/TRbePc/jwQT+alC/Itv6gg2kbbRw46yLMX6FjTQND7zQTYFIK8me6mPSTjc2HHThcUK+0nmFtzdQppfeaxx/xTt5ba+PPRCf+JoWWlfS82N5MRMC1X0umBJXA8tRqbAuewnXyN89wXeW2GFs9iy66Ou7cNJx/fY99w7tgz73oszEY276KvlJr0Olxxf+OfcP/cJ3+8+I5YGjyJIYGfVCCS+BOj8exYzaO7V9ec3YAAktg7LsSx/JBuOPjCuZa4U70TQejRFaHvDRch37A+ev7XvkJiEF/x0voyt8BigH36Z04f30X99k9XrPQ1X4QXYPHUYJjITMR566vcO366rrE13z713h+rbd/rdc/wJl0J93eT+HDR0NpUslUsAx/2Zj2UzYHzjgI89fRsa6FoR0CCDAXrPfOZjiZtDKbzQds6jq0rJFhHQOpU9roKWOzu7l99DkcLu/5+psUfn8z+przSxuS47Bryp/moNv4BD58MpomVf0K8v+Zy7Qf0zmQkE9YoJ6O9QMY2jXUu/2nO5i0JI3Nf+Wp+cubGdYtjDrlzEXOb8iMc+w9ZWPdG2WuOTtov/1o/fur9fxnstx0m+Xkw3t1NClb0LbXH3ExbYuLA0kQ5gcdqykMbaHz3ofOcjNpg4vNx93q+r+UwrCWOuqUUMvEnXTx2HyXzzwvGNxcx+Dm17YfrfX2r4mOFLvdzjPPPMPu3bsZPHgwLVu2xOl0smnTJiZOnMi6deuYOnUqer3+7yd23tSpU7Hb7QCcPn2anj17MnXqVOrXrw/gNa1OnTrx6quvAmrHRU5ODjNnzmTo0KHMmzePunXrXvF8O3fuTKtWrTy/DxkyhBIlSnimDxASElLYR324XC4GDx7M9u3bGThwIKNHjyYgIIBDhw7x8ccf0717d5YsWUJEREFj6devH/369fP8npmZyQ8//MDUqVMJCAjgySefBK6uzps2bcrKlSu9sv3111+kp6cTFRXFpk2b6N27t2fc9u3badKkCd26daNNmzZ/Wxc7d+68ovoAePXVVxk+fLjXMKvVylNPPUV+fj41atQgMzMTgNWrV/P999/TpUuXK57+9XQ6OY/+b2wlK9fhNXzNb2cY+r8dNK4VweThDch3uPh4wSF2Hkjjm/HNMOh1ZOXYefjVX8mzOnn2oaqUKxnA6t/O0HfUFma/2Yy6VUKvaF6SX/LftPwpNvpP3EtWrtM7/7YUhk7eT+MaIUweWo18h5uPl5xi58E9fDOmLga9Qlaug4fH/kmezcWzvcpSroQfq7cm0/eNPcweVZu6ldWd+JkrEvhg/gn6dY2lWa1Qjp/J44MFJzl0KpfPXq7l6QwuVn6t17/kl/z/4fy3wjJoPn+Gi/5f55Fl8x6+Zr+dofOtNC6vZ3IPP/Kdbj7elM/O2bl8088fg04hy+rm4Vm55OXDs3eaKReuY/V+B31n5TL7MX/qxqr78HsSnTw2O5dmFfRM7eXHuSw376+z8cy8POb2C7im/EpQScwPzUGxeO+z66vdjan7dFwnfiN/8TOgN2FsOQRd6duxfdkd3E4wB2F+dBGK0Q/7hndwpR5DX70T5r4LsH31IK7EXQAY7xqFsUl/7Dvm4DywCl1YOYyth6OElMG+9q1ryk9gSYwPfIFiCfZerkrtMXT7CPepOBzfDwW9EX2TZzB0n41j3oNqflMgxgfngtEf5y/v404/jq7K3Rh6fotjQR/cZ3cDoKvdC0P7cTh3fonzyE/oYhuhv3M06M24fv/smuJrvv1rPL/W27/W6x/gdLqT/p+lkWV1ey/DHitDv8qgcUUjk/uEkO+Aj9flsHNGPt8MClf3o/NcPPxxKnn5bp69O5ByEXpW77HRd3oqsweEU7eM2ply8KzaUf2/3sGUCS84N6LXFX//+QJpQ3Icdk3HYWkO+n90lqy8S9r/rhyGzkyicRULk/tFq/sQP6azc4qVb54vWdD+3z+j5u8aSrkoI6v/yKHv5DPMfrYEdcv7dqYs25rNml25lAq/8vONl82v8faj9e+v1vOfznTTf6HTdx/6kIuh37loXEZhcjeFfCd8/JuLnQlOvnlYr+5D29w8/K2TPDs820JHuTBYfchN37lOZj+op25JhVoxCnMf9m3rH2x28ecZN12qX9s2QOvtHzTSkfLJJ5+wfft2Fi5cSMWKFT3DK1WqROPGjenVqxefffYZTz311BVPMzQ01POzzaa2wJCQEK87OC6wWCw+w19//XVWrlzJihUrrqojxWKxYLFYPL8bjcZCp38lZs2axYYNG5g/fz61atXyDC9VqhRNmjShS5cufPbZZ7z44ouecf7+/l7zioqKYvDgwWzdupWVK1d6OlKups6bNWvG559/TmJiIqVKlQJg06ZN1K5dmwoVKnh1pDidTnbu3Mnw4cOva11cEBQURFBQkNew4cOHEx8fz9y5cwkODvZ0pJQpU4Y33niDJk2aEBkZWex5Xi2Xy83Sn+OZ9OVfuN2+4z+cd5BKpQOZ8VpjTEa1p7dhzXA6PL2exevi6dW+LIvWnSLhXB7fjGtGgxrhALSoF0VaZj4TPt/HtxOaX9G8JL/kvyn5N51j0tfHKWySHy46SaVSfswYWROT4Xz+6sF0GLaDxRvO0qttCRb9fJaEJBvfvF6HBtXUk0At6oSSluVgwlfH+HZMXVwuNzOXxfNguxIM710egOZ1QgkNNPD81IPsOZbtddXUVeXXev1Lfsn/H81/KyyD5vO73Szd5WDSGhvuQrYCH27Ip1KUjhl9/DDp1QO1hmX1dJiaw+I/7PRqYGLRH3YS0t1887gfDcqqhzItKhlIy3UzYZWVb893krzzk40aJXRM6+2H7vwJm0AzjF9lIz7NRemw4lxNp6Cv2x1Tu1cB3wNJY6thuJMPY/v2UXCpF2w5T23F7+mN6G/rifOPuRhu64UutAzWL7vjit+u1suxzSh+4RjvGo1tdnfwC8PQ6HEcO7/F/uOo82U24cpMxNxzJo4/vsWdcqRY+XU170d/x8hC8+ubDcWdegTHkn6e/I6EbRj/bx26Wj1w7ZmHrlZP9UTAvF64E39Xl/HkLyh+4ejbvKp2uIBaPmEbzp/fPF8PWyCsAvp6jxS7I0Xz7V/j+bXe/rVf/+en+7uVSd9nFb4f/VMOlaL0zOgXhslwfh1awUiHSSks3p5Hryb+LNqeR0Kai28GhdGgvHonS4uqZtJyXExYnsW3T6vLtT/RjkEHd9exeKZ17aQN3fR1kNaPw7ZmM2lJWuH1vzKdSjFGZjwdU9D+K1noMCaexb9l06tFEIu2ZJGQ4uCb50rQoJJ6LqpFDT+1/S9O5dvnS3pN82y6g3ELUykReu2dKFpvP1r//mo9v8vtZule9W6SQtvPry4qRcCMHrqCfejSCh1mOlm8x02vugqL/nSTkAnfPKSnQaxapkV5SMt1MmG9k28fNhBoVqhXynva6w672HLSzeRuOiqEF297oP32X+Bf/44Ul8vFnDlzeOCBB7xO6F9Qs2ZN7r33XubMmYPLVfTtR9ebwaAeuJlMpr8peWO43W6++uor7rnnHq9OlAssFguzZ89m2LBhVzQ9s9nsWaarrfOGDRtiNBr5/fffPWU2bdpEixYtaNGiBb/99hsOh9oDuG/fPnJycmjZsmUxlvrqffXVV6xYsYLXXnvNp55eeOEF9Ho9Y8aM+UeyXHDgRCZjPtnDvW1KM+nZej7jjyZk06JelGflARAZaqZibCAbdpwD4Eh8NiGBRs/K44ImdSLYeSCNjGz7Fc1L8kv+fzz/yRzGfH6Ee1tFM2lQlULy59Gibphn5x0gMsRExVh/NuxMU/Mn5BESYPDsvHvy1wxh58EsMrIdZOc5uadVNF2be3fMVizlD8Cps9bi5dd6/Ut+yf8fzn8rLIPm8591MeZ7K/fWNTDpPj+f8UeTXLSoqPccAAJEBuqoGKVjwyH1ytkjyS5CLHg6UTz5y+vZGe8iI89NWq6brSecPNzQ5OlEAehQw8jPwwKL2YkCSkwNTJ3G4fhzMbZlz/mOj6yM8+hGzwE4ADnJuJIPo6/cFgBdZGXceemeA/ALXCe2oC/TECzB6MIrougMOA/95FNG0enRV2xdvPxR1dG3exPXvqU4fnzBd3x4JdzHN3nnz03BnXoEXYU2apmISrit6Z5OFE+2U7+hK3U7mM9vm/VmsGV7z8CaDpawYmWHW6D9azy/1tu/1usf4MAZB2OWZHJvAz8mPej7FIuj5xy0qGr26viIDNJTMVrPhv356jKccxLip3g6UTzLUMnEzhN2MnLVcyp/JTqoEG24jp0o0oZAjsPgGo7DEvMZMzeFexsHMukx3wthj56x06KGn3f7D9ZTsYSRDXvVRzMdOWMnxF/n6UTx5K9iYedRGxmX3KXz2jcptKhuoWk17/LFyq/x9qP176/W8x9IgjFrXNxbU2FSZ9/92KMp0KK84r0PHaBQMRw2HFV7E46kutV96Fjv9XqTsgo7EyHD6tvrYLW7eWuti9YVFTpWK34Xgtbb/8X+9XekHDt2jPT0dBo0aFBkmWbNmrFw4UJOnTr1j2RKS0vjo48+wmq10qFDh39knpeKj48nISGB5s2bF1nm4veSFCU/P5+VK1fyyy+/8MorrwBXX+flypWjXr167Ny5k65du5KTk8POnTt57rnnKF++vOf3Ro0asWPHDmJjYylXrtzVL/RV2r17NxMnTuT++++nV69ePuPDwsIYO3YsgwcPZvny5XTr1u2GZwIoGenH6o/aUCLSj7g9KT7jQ4NMJCbleQ2zO1ycTs4j//xDasOCTOTkOcjIthMSWPAs25Nn1B2E+LO5hASG/O28JL/k/+fzm1n93u2UiDATty+jkPwGEpO971NV89vIt1/IbyTH6iQj20FIYMFm7OT5nfL4JCu1KgQy6jHfjuCftqvLUbm0fzHza73+Jb/k/+/mvxWWQfP5Q3SsHhJAiWAdccd9b7MP9VdIzPA+iLM73ZzOcBfk91PIyYeMPDchfgUHgidT1fHx6S6yrG5cbgjzV3hhcR7rDjrADe1rGHi1o4VgS/FODLozErBOa4076wy6sk19x+emoYRcsv+tM6ALLoVbbzpfJhVMAWAJBmump5gSpu4bK6Flceelqj+HeL8b0FMmrGzx8mcmYv+iHWSfQSldyPsY89JQgi+5DFFnQAkqyE9eGhgD1A4T20X5Q8qe/78M7nN7cf0xC337Ceiq34vr6FqUkvXR1bwf176lxcoOt0D713h+rbd/rdc/QMlQPatHRFIiVE/ckXzfZfDXkZjufSLY7nRzOt1F/vlVbliAQo7NTUauixD/ghNWJ1PUz8WnOQnx17H/tAODDvrNTGPn8XxMBoW761h4sWsggebinUyTNnSz10EaPw4LM7D69dKUCDMQdzDPZ3xogJ7EVO99C7vTzek0B/kOdd8iLFBPjtVFRq6TEP+Cu0xOJqufi09xeIYv+DWLvadsrHg1lreXpBYrs1d+jbcfrX9/tZ6/ZBCs7q+nRJBC3EnfmwhC/SAx03uY3enmdBbkO8+3fz/UfWirm5CL9oVPpqvj4zMg5JI+w9m/uzmbDV/0urb7MLTe/i/2r78jJSNDXcGHhRV99dKFcamp175yK8zy5cupX78+9evXp27dujRt2pR169Yxfvz4q3qs1/WUnJwMQHi4d0/cwIEDPVnr16/v8/6PTz75xGt83bp1+eSTT3j11Vfp06cPULw6b9q0qeeOlN9++w0/Pz9uu+02wsPDqVmzJps3bwZg27Ztxb4bpWvXrl7Z69evT9euXQstm56ezrBhw6hYseJl7zhp3749Xbt25a233iIpKalYua5WaJCJEpG+V2Fe0L1dGdb8doYZi4+QmmEjMSmPUR/tJivXQZ5V3cG9p3UsiqLw7P92cOhkFpk5dpZvSGDJOrUzMc/mvKJ5SX7J/4/nDzRSIqLoF/l1bxPDmm0pzFgWT2qmncRkG6M+PUxWnoM8m7oBvadlFIoCz36wn0PxuWTmOFi++RxLNpz1yn+pXYezmLEsgTsbhFG1TPGej6/5+pf8kv8/nP9WWAbN5/dTKBFc9OFH93pG1ux3MOMXG6k5LhIzXIxabiXL6ibPrh7k3VPXoG4DFuRx6JyTTKub5X/aWbJLvQotL1+9IwXg1eVWLEaFj3r58WJ7M+sPOhj4bR7u4t7nb83AnXWmyNHOXfMxVO+EodlA8A9HCS6FqcsksASBST1x5NizFNwuzA9MR4msAuZg9LXuw1C3JwCK0Q936jGcJ7divOM59NXuBnMQSkwtTF0m4XZYUYzFOwmFLQOyi87v2rsQXZWO6Bo+BX7hEFQSffsJ6vzPz9P513fgdmPo+iFKRBUwB6Grfg+6Wt3ViRjVNuPavwLXX0sxdHoX0zN/YHzgC9yJv+PcUPxng2u+/Ws8v9bbv+brH7Wj5HKPGOreyI81e2zM+DmH1GwXiWlORi3MJMvqIi///Dq0vp+6Dv0qg0NnHGTmuVi+M48lO9QTWHn5btxuNwdOOziR7KRdTTOf9gtjQNsAvt9lZcDn6bhc/811qNbbkOaPwwL0lAgr+lrw7s0CWbMrlxlrMkjNcpKY6mDU18lk5V3U/hsFoOjg2ZlJHDqdT2auk+XbslnyW/b5/Gq5hFQHExenMrpXBGGB1+fdKFpvP1r//mo9f6ifQomgoi8E6l5HYc0hNzPiXKTmuknMdDNqlYssG+Sdv8nmnho69fu7zMWhZLe6D73PxZI9arvPs3tPM9/pZs7vLjpXVygXdm13J2q+/V/kX39HyoUT9llZWUWWuXDiPzw8HIPBUOQjvlwul+fxVVejbdu2vPCCevu7TqcjMDDQp5PhRsz3ci7M/8KyXzB27FisVvVqgDlz5rBu3Tqv8b1796Zv3744nU62bNnCu+++S8eOHT2dKBdP+0rrHNQ7VKZNm0ZOTg6bN2+madOm6PXqBqdly5bExcXhdrvZsWNHsR+l9emnnxITE+M17OzZs/Tt29drmNvtZuTIkWRmZvLFF194vYelMKNGjaJr1668/vrrTJs2rVjZrqfBD1bB6XQzZe4B3v1qP0aDQs+7ytKuUQyH49UNfOUyQXz8SkNGf/wn3YZtBKBWpRCG9K7KuM/2YTFfn4295Jf8/3j+7mXV/AtO8u7cExj1Cj3bxtDu9nAOJ6gHeJVL+/PxCzUYPfMI3V7cqeavEMCQnmUZ9+UxLCbf/L8fyGTg//ZROtrM+AG+t7Jft/xar3/JL/n/w/lB+8ug+fxtTDhdMGV9Pu+uzceog54NjLSrZuBwsrqfXTlKz8e9/Ri9wkq36eoVaLVK6hjSxsy4H21YjAr281fe1Sqp461u6n5gs4oQZFEYvtjKL0edtKx0/Q+D7BvfB50eY+vhmNq+jNuZj2PnXJwH16CLVLc97uRD2OY/ganzBPwGqI99cJ7ejX3je5juHovbrm7rbIsHYeo0HnOPT9XP5WWQv248xjue85S53pxbpoDOgL75MAytXsTtzMf153xcR35CiaisFko9jOO7pzDc9RbGR38AwHX2T5xbJmO483U4n81wz3SU2NtxbJyI+8xulMhq6JsNwdBlKo7lg25Ifs23f43n13r713r9Awy+KwCny82U1dm8+0M2Rj30bOxHu5pmDp9TTzBVjjHw8eOhjF6cSbf31St1a8UaGNI+kHHLsrAYFdxumPZYKOEBOqqUUNeVjSqaiArSMWJuJpsP5nNH9aJPyBeXtCE5Drum/J1D1fa/Io13v0tT23/zINrV9efwafUMceWSJj4eEMPob5PpNi5RzV/GxJAuoYxbmIrFpOB2u3n1q2Ra1/Tj7vrF6/QpVn6Ntx+tf3+1nn9wcx1Ol4spv7h4dxPqPnRdhXaVFQ6nqPvFlSMVPr5fx+jVLrrNUrcJtWJgSAsd49a5sFyya7zqoJukHHii0Y2/B0NL7f9f35FStmxZoqKi2LZtW5GP0dq6dStRUVGULl2a4ODgIjsAMjIyCAnxfZbo3wkICPjbR1HdiPleTpkyZYiKiiIuLo7OnTt7hl/c0VDYPENCQjzLUrFiRQICAnjppZfw9/f3vGj+ausc4LbbbsNsNrN7925++eUXnnjiCU/Zli1b8vnnn7Nnzx4yMjJo1qxZsZa5VKlSnvldcKGz5mIzZsxg/fr1fPjhh1f0CLELj/h65pln+O6774qV7Xoy6HUM71udwQ9W4dTZXKLDLQQHGHlk1Bav29da1oti7fQ7STinrohLx/izaK3aExt6Ubl/muSX/NfCoFcY/lB5Bncvy6lzVqLDTAQHGHjkjT8JCSjYZLWsG8baD24nIUm9/bx0tIVFP6tXQoUGem/aVm5J4uXphylf0sKMl2oRFnTjlk/79S/5JX/xaT0/aH8ZNJ9fpzD8LjOD25g4leYiOkhHsEXhkVm5Xo8gaFnJwNqhASScfxRB6TAdi3aqJ0lC/RQCzp/fa1PFe3vQqrL6+19nbkxHCm4n9vVvY984GSWsLO6ss2DLxNx3Pu68dE8x17FNWD9qiRJSRv1Yxin0t51/DG3e+YukcpLJX/gU+eZglKAY3GknwOXE1Gm8+q6RG8HtxLn5fzi3fAAhZSHnLNiyMPT8BqwFF2+5T27G/nkbCD6/X54Zj65WD3WcNUN9jFeF1jjWvIJrz3x1eMJW3BknMd7/GUqFO3EfW3/d42u+/Ws8v9bbv+brn/P70Z2CGHxXIKdSnUQH6wj20/HI9FSvRyG2rGpm7UuRJKSpHdSlw/Us2qYuT6i/Dp1OoUkl33fBtj7febL/tOOGdKRIG7rZ6yCtH4cpDL83nMGdQzmV7CA6RE+wv55H3j9NSEDBieCWNfxYO7Y0CSnq47xKRxpZtEU9lxfqr+PrjVkcSMxn2SulcJy/MOPCjawOpxudAjrd9Xt3UEF+bbcfrX9/tZ7foFMYfoeewc3dnEqH6EDUfei5Dq/HdbUsr2PtkwoJ56OWDlVY9Ke6LQi95Br01QfdVImA6tHXv7375NdQ+//XP9pLr9fz+OOPs3DhQo4cOeIz/tChQyxdupRHHnkEvV5PrVq12LFjh0+51NRUjh07Rp06dW5Iztq1a5Odnc3+/ft9xm3fvv26z1ev1/Poo4+ydOnSQucJcPr06b+dzn333UfHjh354IMPOHDggGfaV1PnoN6R07hxY9auXcuJEydo0aKFp3z9+vUxGo18++231K5d+7p3Kl1s27ZtTJ48mX79+tG+ffsr/txdd91Ft27dGDduHNnZ2X//gRsobk8Km3YmYTbpqVwmiOAAIw6ni4MnMqlVUa27xKQ8Fv50ErvDTekYf0rHqLcH7j2aQUigkdjoG3cbm+SX/Dc0/74MNu1Kw2zSUbm0P8EBBhxONwdP5lCrgnpFUGKyjYXrz2J3uikdbaF0tLrF33ssm5BAA7FRBQd2n61IYPiHB6lXJYivRtchOsz3oPC65td6/Ut+yf8fzg/aXwbN5z/uYNNhB2aDQuUoPcEWBYfLzcFzTmqVVA9bEjNcLNyZj92ldqBceHH83jNOQvwgNlShXLg6LP+SJ4xcOCFivo4vT76YrmxTdBXvAKcNd/Ih9R0iih5dVHVcZ/YAoASXQn/bg6Az4s44hTtDPfjTlaiNOzfN87u+ZjeU6Opgy1Sn5cxHV6Imik7vmdb1ppRuglKuFTjzIfUw2LJA0aNEVsN9bq9aKKgkulo9QWeEzHj1H6BE18KdlwaZ8SjB6jPGXYnex2TuhG1q2Ygbc0Wy5tu/xvNrvf1rvf4B4o7ks+mADbNRoXKMgWA/nboffcZBrVj1BFNimpOFW/OwO9UOlNLh6vH83gQ7If4KsWE6zmY6mR+XS2Ka90rUev4Ri+EBN+Y0krQhOQ67pvwH89i0Lw+zUUflkiaC/fVq/kQ7tcqouRJTHSz8NUtt/5FGSkeq34u9p/IJ8dcRG2Fg1c4c0rJdtHolntrPnqD2syf4bmsOialOaj97go9+SL8x+TXefrT+/dV6/riTLjYdc6n70JFKwT50EtSKUfd7EzPdLPzTpe5DhyqUDlWH7z2rvoQ+9qJTtXanm83H3Nf0gvmryq+h9v+v70gB6NevH3fccQd9+vTh66+/5sSJE5w4cYKvv/6aRx55hKZNm3rupnj00Uc5evQoI0eOZO/evZw6dYpNmzYxYMAAKlWqRLt27W5IxgvvTnn22WdZv349CQkJ7Nmzh4kTJ7Jp0yZPvuupf//+3HnnnTz88MNMnz6d/fv3Ex8fz7p16+jXrx+LFi2iaVPflyhdavTo0QQEBDBq1CjP48mups4vaNasGYsWLaJ8+fJed44YjUaaNGnCDz/84NXBcr2lpqby3HPPUbNmTR577DGSkpJ8/l147FlhRo0ahclk8nlc2j9t1ZbTjP54N3ZHwaPiFq2NJzPHQbsm6h1HKRk2Rk370+vFSUlpVr7flEjbRjEoyo3vMS6K5Jf812JVXDKjZx72zv/zWTJznbRrGAFASmY+o2YcJm5vwXc1KT2f77ck07ZBuCf/3LVn+N83x+nUJJIZI2sS5H/jb8LUfP1Lfsl/DbSeH7S/DJrP/5eD0SusnkdzASzaaSfTCu2qqevwlBw3o5bbiDtWcIIvKdvF93vstK1qQFEUKkXqiA1VWLnH7vU+lHUH1atPG5a9Mbf+62t0xtR5IugKtjf6er1Q/EJwHlwNgBIQgbnrJHTlL7pDOyAKQ817cB5a4xlkbDEEY/OnvaZvaNwftzUD54nfbkh+XZWOGO4a55VfV7sHiiUE12E1m+IfgaHDBJQyFx1j+Eeiq9YV19G1ALhTj6qfjW3oNX2l1O3q+PMnGq43zbd/jefXevvXev0DrPrTyuhFmd7r0O15ZOa5aVdLPZGckuNi1KJMr5fVJ2U5+X6XlbY1zCiKgtMJoxdnMS/O+xE0P+yyotfB7RVuzFW/0obkOOya8v+Ry+hvk73b/5ZsMvNctKurnnBNyXIy6psU4g4WnBdKynTw/fYc2tbxR1EUxj4UyYIRJb3+tantR1SwngUjStKrRdCNya/x9qP176/W86866Gb0apd3+//TTaYN2lVWT/2n5MKoVS7iThaUScpx8/1+N20rKV7t52Ay5DmgQewNieubX0Pt/1//aC9Q30vywQcfsHTpUubNm8f777+P2+2mSpUqvPDCC/To0cNTYZUqVWLu3LlMnTqV/v37k5WVRVRUFG3btmXo0KEYjTdmo68oCtOnT+fDDz9k/PjxnDlzBn9/f2rXrs2sWbNo2LDh30/kKul0OiZPnswPP/zAokWLmD17NpmZmURGRtKwYUO++uorGjVq9LfTiYiI4OWXX+all15i9uzZPP7441dV5xc0bdqUCRMmFPoy+VatWrF+/fob2pFy6NAhT4dJ69atCy0zYcIEGjduXOi40NBQxo4dy9NPP13o+H9K7w7lWLDmFC9P3UX3dmXYfzyT977aT+cWJWlcS92BqV0phAbVwxj76Z+MeLQGBr3C5K8PYNArDOldVfJLfu3mv6sEC9af5eXph+jeJob9J3J4b+4JOjeNpHEN9UqE2hUCaVA1iLGfH2FEn/IYdAqT55/EoFMY0qMsoO7QT5xzjNgoM306lGTfsRyv+ZSNsRAefP23B5qvf8kv+f/D+UH7y6D5/LcbWfC7nZe/s9K9npH9Z128t9ZG51oGGpdXD1tql9TRoIyesSutjGhvxqCDyevy1W1AG/VEoaIojLjLzHMLrTy/yErPBkYOJ7mYvN5GhxoGapa8MR0pjt+/wlCvN6Zu7+LYNR9ddA2MbV/CsXcZrpNxALhO/4nz1DZMHcdhXzse3A6MrUeAy6E+n/s8+/YvMHUajyHpIK74HehrdsNQ+z7yf3hFvVPkBnDt/gZd7QfRd3gb196FKFE10Ld8AeeBFbgTtgLgPrsHV8J2DO3G4tj4Nric6Fs8Dy6n+kgwwJ20D9ehH9Hf8QqYQ3Cf2YUSUQV906G4zv6J+/DqG5Jf8+1f4/m13v61Xv8AvZv6s2BrHi/Pz6R7Iwv7Ex2892M2neuaaVxRvRugdqyBBuWNjF2axYjObnUduipbXYe2DwSgVJieBxpa+HxjDhYj1CtnZMcxO5+sz6FPM38qRN2Y00jShuQ47Jrytwxiwa9ZvDwnme7NAtkfn897y9Lo3MCfxlXUO2dqlzXRoKKZsfNSGHFfmFr/y9Mw6GFIl1AAKsb4ZgsN0GE0QJ1yN+CRdhfya7z9aP37q/X8vW/TseBPJy//6KJ7bYX9SfDeRhedqyk0LqOeu60do3aMjP3JxYjWqOv/TS4MOvU9KRc7mKR2tlSK+Gc6J7TU/jXRkXLBfffdx3333fe35WrUqHFVLw0vXbq057FWl5ozZ84VT8fPz48RI0YwYsSIK/7M1Uy/KJ06daJTp05/W+7SF89frKi6vdI6B6hevXqR9dinTx+vF9oXpqi6aNKkSZHTvfRvV1S5SxVVrl27dlc8jRularkgpr/SkPe+PsCg8duIDDMzoHtlBnSv7CmjKApTXrydCV/s4/Xpf+J2Q5PaEUx5qRqlom7uLeWSX/Jfi6plApg+oibvzT3OoHf+IjLEyID7SjPg3oK73BRFYcpz1Zkw5xivzzyCG2hSM4Qpz1WnVKS6c7vxjzSs+S4Skmz0eeNPn/mMH1CZB1rH+Ay/5vxar3/JfxPTS/6bnR+0vwyazx+tZ3pvP95bZ2PQ3DwiAxUGtDIxoGXB40AURWFKTwsTVtt4fYUNN26alDcwpa2ZUiEFB4Edaxox91aYttHGwG/zCPFT6H27kWF33riTIO6kg9jm98N450uYe32GOzsJ+y8f4vjlI69ytkUDMd01GlPn8YCC88QW7IsG4M5M9JRx7vwWu8GCoeHjKM2fwZ16FNuSITj3Lbtx+VMO4fjuSfQtX8Bw76eQm4Rz68e4tn7sVc6x4hn0rV/FcNebgII7Pg778qchq+Cxwo6Vz6Fv8jT6ug9Bs2GQlYhr30Kcv30I7kueuXadaL79azy/1tu/1usfoGoJA9MfD+W9H7MZNCudyCA9A+4MYEDbghdmK4rClEdCmLAim9cXZ6r70RVNTOkbSKmwgk7mMfcHUyZcz3e/W/l4XQ4lQvQM7RDIE3f437D80obkOOya8pcyMX1ADO8tS2PQ9HNEBusZcHcoA+4ueF6RoihM6R/NhEWpvD43Ra3/qham9I+mVPjNPT2q9faj9e+v1vNXjVKYfr+O9za5GLTETWQADGiqY0CTgo4QRVGYco+eCetdvL7GpbafMgpTWukoFezdYZKSq/4fcsl7U25Yfg21f8V98f3uQojrxr33+Zsd4aoptd7z/KzF/KD9Zbil8u/odxOTFI9y++eenzVf/5L/Hyf5by7Jf/N5LcPX1/9u7BtN6bPd83PuuHI3MUnx+L96wvNz/vuVL1Py38n03GHPz1r8Dmj9O3xxfq23f63Xv3vpHTcxSfEo9230/Czt5+a4pY7D1tx9E5MUj9J+lednLbahW2kboPX87hm1bmKS4lGe3Ov5Wevt/+9o6o6U/4qBAwcSFxd32TKLFy+mQoUK/1AiIYQQQgghhBBCCCGEEOK/STpS/oXGjh172ZeiA5QqVeofSiOEEEIIIYQQQgghhBBC/HdJR8q/UEzM9X9epBBCCCGEEEIIIYQQQgghrp7u74sIIYQQQgghhBBCCCGEEEL8N0lHihBCCCGEEEIIIYQQQgghRBGkI0UIIYQQQgghhBBCCCGEEKII0pEihBBCCCGEEEIIIYQQQghRBOlIEUIIIYQQQgghhBBCCCGEKIJ0pAghhBBCCCGEEEIIIYQQQhRBOlKEEEIIIYQQQgghhBBCCCGKIB0pQgghhBBCCCGEEEIIIYQQRZCOFCGEEEIIIYQQQgghhBBCiCIobrfbfbNDCCGEEEIIIYQQQgghhBBC/BvJHSlCCCGEEEIIIYQQQgghhBBFkI4UIYQQQgghhBBCCCGEEEKIIhhudgAhblUZr5S62RGuWsj4RM/PCQPDbmKS4oudnub5Wf4G/7xbqf61nl/r7Ufr+bXefnZ009/EJMVz+3Kn52et178W84P2l0Hy31yS/+a6lfYhtF7/kv+fd3H+I48F3sQkxVfpy2zPz1pchovza70NyTr0n3crrYMk/z/v4vx/R+5IEUIIIYQQQgghhBBCCCGEKIJ0pAghhBBCCCGEEEIIIYQQQhRBOlKEEEIIIYQQQgghhBBCCCGKIB0pQgghhBBCCCGEEEIIIYQQRZCOFCGEEEIIIYQQQgghhBBCiCJIR4oQQgghhBBCCCGEEEIIIUQRpCNFCCGEEEIIIYQQQgghhBCiCNKRIoQQQgghhBBCCCGEEEIIUQTpSBFCCCGEEEIIIYQQQgghhCiC4WYHEOI/RVEwNXoEU5PH0IWXw52TjH3fKqxr3wFbNgC68PJYuozFUL4xbpcT+57lWH8c5xkPgMkfS8dRGGt1RjEF4Dj+G9bvx+BKPuI1O1PzJzA164cuuASuc4exrnkbx8F115Tfv+XjBLZ+An1kOVxZyVh3ryRz+UTc1iwA9FEVCOk5HnPlZrhdDvJ2fEfmkjGe8QCKOYDg+8fgV78bijmA/MNbyFjwCo6zhwvKWIII6jICv3pd0QVH40w+Qc7Gz8nZ+Dm43de0DPI3uIl/g1ug/rWeX+vtR+v5td5+Iu9+iqjOAzGXqIgj4xzpcctI/HoMrjy1fs0lK1G6/3sE1mwJLgdpmxcSP2ukZzyAzhJA7OMTCWv+ADpLINl7N3Fq5vPYEg56ygTd1o6qb632iZC+7XuOvHFPsfNruv5vhWWQ/JJf8ms6v2yDkfbzX81/fhmC2/QjuN2TGKPK48xMImfn96QuHudp44boikQ+PBFL1ebgcpK9bQkp817z+Q5E9HqTgIb3orMEkHfgF1K+GYn9zCFPGZ1/KOE9xxBQvws6vyCsR7aTumA0tmO//6fza7oNyTpUJesgya/F/BeRO1Kuo759+1KtWjWvf7Vr16ZNmza88cYb5OXlATBy5Eifchf/+/PPP32m3bt3b6pVq8b+/ft9xk2dOpW2bdteU/apU6f65KhZsyZNmzbl6aef5tSpU4V+bvjw4VSrVo2ffvrJMywuLu6yy1etWjUWL15MfHz8ZcsMGDDAM838/Hw+/PBDOnbsSO3atWnUqBFPPPEEv/322xXPd+TIkYD6d2rYsCFnzpy5IXV5OeZWz2DpNg77gbXkfNUP26bpGBv0wP/hmWoBSzAB/RegBEaSu3AY1lXjMdW9F/+HPvGajv+D0zDW7op11XhyFw5FF1yCgP4LwBLiKWNq8RSWTq9j/30BuV/3x5V2Av++s9CXa1zs/IEdniW09ySse1aTOv0Rsn/6EP8mvQkf8CUAil8wkc8tQx8cRdqXg8hc+gb+DR8g/MnPvaYT1m8Gfg3uJXPpWNJmDUIfWpLI55ah+BfkD+//Of7NHib7p2mkTnsY6+4fCXnwbYI6DS92fpC/wQU362+g9frXen6ttx+t59d6+4npPoKyA6eQsX0lR8Y9wNkl7xJxZ18qvbwQAH1ACFXH/YQxNJrjk/+PhC9fJeyOB6n40jyv6VR44WvCWvQg4ctXOP7+4xgjSlF13Fr0AaEFy1jxNpw5Gex/obnXv/jPXih2fq3X/62wDJJf8kt+7eaXbbBK2s9/Mz9AaOfniOz7Lrm7fuTMB71J/2EKQS0eosSQrwHQ+YdQauT36EOiOTdjACkLXiewSXdKPDPbazoxgz4nsPH9pC4YzblPn8IQVopSI1ei8w9VCygKJYbNI6B+Z1IWjObM1D7gtFNq5EqMMZX+s/m13oZkHaqSdZDk12L+i8kdKddZp06dePXVVz2/5+bmsnnzZiZMmIDL5WLMmDEA1K9fn6lTpxY6jbCwMK/fjx07xs6dOylfvjzffvstY8eOvSHZS5QowcKFCz2/2+12/vrrL958800GDhzIihUrUBTFMz4rK4uffvqJChUqMHfuXO666y5AXbbNmzd7yo0bN44zZ854LW9QUBDJycmA2nlRv359nzxms9nz86hRo9i9ezcjR46kcuXKZGVlMXfuXPr168dnn31Gs2bNfOZ7waxZs5g5c6Yn34Xso0aNYubMmcWpquJRFMytnyZ/21fYVk8AwHlkE+7cNPwfmo4+ti6Gyneg+IeR++HduHNTAXBnnibg8a/Rl22E8+Q29GVux1ijAzmz+uA4uB6AnONxBL0Qh7npY9h+ngIGC5a2w8jf/Am29ZMBcBxcT8DAZZjbPk/uF72LlT+ow7PkbJpF5tI3ALDt34ArO5XwJz/HWLYe5hp3ogsII2lca1w5an5nWiKRQxZgqtSE/CNxmCo0wu+2TiRP7Yltr9oBl394CzFv/UFA6/5k//AuxjJ1sdS+i5RPH8f6+3fqvA5sRPEPJbDDULJWviN/Ay3+DW6B+td6fq23H63n13r7KdH9RZJ+/JTE2ep+TtautTgyU6n40rf4V76d4Hp3oQ+KYN+whjgzU9S6TYmnypjvCajRnJy/fiWgWlNCm3Tj0JguZO74EYDsvZuoPfMIUV0GcWa+Wjd+FeqRe3w3OQfirj5rEfk1Xf+3wjJIfskv+TWdX7bB0n7+s/nPL0Nol+fIXP85qQvGAJC372ec2amUeOZLzOXr41e7LfrAcOJHt8SVre4HOdMSKDl8CZYqTbEe+g1zpcYE1O/C6XfvJ3f3GnU6B3+l3Dt7CG73JOnL/4elagv8qrXg9Hvdyd21CgDrwV8p/+EJgu7o65n/fy2/ptuQrENvev1Lfsl/TduAi8gdKdeZxWIhKirK869cuXL06dOHbt26sXLlSk85o9HoVe7ifwaDd//WokWLqFixIj169GD58uXk5OTckOx6vd4rR6lSpWjXrh3Dhg3j8OHDHDhwwKv8ihUr0Ov1PP300/zyyy/Ex8cDYDKZvKZjsVh8ltdisXimExISUmg9BAcHA5Cdnc2yZcsYPnw4bdq0oXTp0tSoUYOxY8dSp04dvv7660LnGxUVxb59+/j888954oknvDpSypQpw6ZNm1iwYMENqctCmYPI37kI+x9LvAY7k9RbMHXh5TFUaYPjeJxnxQHgOLQBtzULQzX1ThlD1Ta4bTk4Dm3wlHHnpOI4tgVDtXYA6MvUR/ELxb7vB6952ff+gKFiczBYuFqKJYjcuHnkbVvoNfzCLbyGqApYarUl//AWz4YfwLZvHa68TCy126vVUKstLms2tn0Ft9W5slPIP/SrpwxAzsZZ2PYXLCOA4+xBdJYgdEFRV51fnbn8DeAm/g00Xv9az6/19qP1/FpvP3r/YFLXf0Xqhm+9hlvj1TtlzSUqEdygA9l7N3s6UQAyd67GmZtJSMNOAAQ36IAzL5vMnQWP7XJkJpO9ZyMht3fyDPOveBt5R3dddc4iabz+b4llkPySX/JrNr9sg6X9/KfzAzq/YLJ+mUv2b/O9p3taPUdiiK6If+27sB741dMJAZD751pceZn4170bAP86d+GyZpP751pPGVdWMnn7N+N/WwcAbMd+J/6NtuTuKSjjduQDbhTjfzO/1tuQrENlHST5NZz/EtKR8g8xm80+HSRXwul08t1339GiRQs6dOhATk4OK1asuAEJi2YymQC18+diixcvpnHjxrRr1w6j0cj8+fML+/h1odPp2Lx5Mw6Hw2v4lClTeO211wr9TGJiIi+++CK33347zz//vNe4hg0b0r17dyZOnMjp06dvWG4v1kysK17DeXKb12BjzY4AOM8dQBddBVfyUe/PuV240k6ij1Jvg9VFVcGVegLcLq9irtTj6CLVMvroKuqwS6blSjmGojegiyh31fHdeZlkzB9J/hHvq4P96nUGwH56P4YSVXGcPXLJB104U05iiKkMgKFEVZzJvvkdSUc9ZeyndpP+zXO4c9O953VbF5yZSbiyk686PyB/g5v9N9B4/Ws9v9bbj9bza739OHMyOPXpMHL++tVreGjTewHIO7kXS+ka2BIPen/Q5cJ29hiW2GoAWMrUwHbmKLi881tPH8ZSWi2jGM1YYqthiilPjQ92UH9xHrU/O0rM/d7b8qui8fq/JZZB8kt+ya/Z/LINlvbzn84PuHIzSPl6BNZDv3kND7i9GwD2hL8wlqpG/pnD3h90u7AnncBYUs1lKlUNe9Jxn2WwnzuKqURV9SP5udiObAWnA3R6jDGViH5qBqCQtWnOfzK/1tuQrENlHST5NZz/EtKRcoM5HA5+/vlnvvvuO+69996r/vymTZs4d+4cHTt2pFy5ctSqVYt58+b9/QevkwMHDjBt2jTq1KlDhQoVPMMPHTrE7t276dixIwEBAbRp04ZFixZht9uve4bAwEAefvhh5s6dS6tWrRg+fDhz587l5MmTxMTEEBMT4/OZ/Px8nn32WYxGI++//36hnVivvPIKQUFBjBo16rpnvlL60vUxt34G+1+rcZ09gGIOwm3L8inntuWAOQhQr2ZwX/yyJU+ZbBRzoFrGHHx+WNYlZXLOjw+6LvmN5W8n6O5h5O36AUfiX+j8gnFZffO7rNkoFnWelyujsxSdK6DtAMzVWpG9ajLX9LL5S8jfwLvMP/030Hr9az2/1tuP1vNrvf34V21MiR4vkR63HOvJvegDQnDmZvqUc+VlofdXM+n9Q3DlFV5G56eW8StXG8VgxFKqCqfnjefwmC5kxC0j9vG3KdX3zeuSHbRf/7fCMkh+yS/5tZtftsEXl5H281/LD2Cu2JDQLs+Ts/N78hP2ofML9nop+AUuaxY6v4u+A4XsB7mt2Z4yF4t89H3KTtpFULNepK94l/xTeyX/eVpvQ7IOvbiMrIMkv3byyztSrrPly5ezatUqz+9Wq5VSpUrxxBNPMHDgQM/w7du3F/pekJo1a3oeVQXqXR8lSpTg9ttvB6Br1668/fbb7N69m7p1617X7ImJiV6Z8vPzCQwMpG3btowYMQKdrqDfbfHixZjNZs/jsrp06cKqVav46aef6NSpk8+0L+fJJ59Er9f7DP/ggw+44447APUdKfXq1WPRokWsXr3ac1dOy5YtGT9+vE9nyqRJk9i7dy+zZs0iKqrwWxcDAwN588036d+/P/Pnz6dXr15Xlfta6cs2IuCxL3GlnSJv4XPqQOUyfZsXel2vqIxSdJmLy10DU6UmRDw9F0fKCdJnP3MV2a6gzCUC2jxJSI/x5G5fTPbaacVM7Ev+Blee60b8DbRe/1rPr/X2o/X8Wm8/ATWaU3n0Mmxnj3H8g35/m819/g4URff3+a2Jhzg0pgu5h7bjyFSvmsvavQ7F5EfM/cM5s+h/uArpsLkaWq9/0P4ySP7LlZH8f0fyX66M7EP8Ha3Xv+S/XJl/ZhtsqdKUEs8twJF0gnMzBp2Pd5l8F+7EvUwZt8s3W9aGWWT/tgD/uh0Iu/9VMJhIW3ztF5VoPb/W25CsQy9XRtZBf0fyX67Mjc8vd6RcZ23btmXp0qUsWbKEsWPHEhwcTPPmzRk4cKDXXRG1a9dm6dKlPv/effddT5nU1FTWrVtHp06dPC9579y5M4qiMHfu3OuePTo62pNj2rRpVK5cmYoVK/L8888THh7uKedwOFi2bBmtW7cmMFDt9WvTpg0BAQHFyvXWW28VWheNGjXyKte1a1e++OILtm3bxqxZs+jTpw9xcXEMGTLEq9wPP/zAnDlzeP7552ncuPFl592qVSt69uzJ22+/TWJi4lVnLy5jnXsIeGIurvQEcj7rhTsvDVB7TS/0pF5MMQcWXB1izUQxBxRSpqAH19P7avKelmJRf3dbr+0ElN/t9xP57BKcafEkv38frhw1vysvE53FN7/OEuS5csV9BWUKAisEd3+T0N6TyNu+iLTPn7qm3BeTv8HN/Rtovf61nl/r7Ufr+bXefsJa9qLqm6vJTzrJwVHtcWalAuDMzSj0akSdXzDO3Ay1TE7hZfT+wThz1DKu3Ewyd/zo6US5IGP7SnRGM35lalxTfq3X/62wDJJf8kt+7eaXbbC0n/9yfoCAxt0p+eJyHCnxJL7dxfNOC1dupmc+F7v4Lg5Xbmahdw4ohX0HUN83Yt2/idT5r5G1+StCOz0L+mu7Hlrr+bXehmQdKusgya/d/CAdKdddQEAA5cqVo3z58txzzz188MEHLFy4kLfeesurnJGhboQAAINeSURBVMVioVy5cj7/SpQo4SmzfPly7HY7X375JTVr1qRmzZq0bdsWt9vNypUrycryve3pWhgMBk+OZs2a8dlnn3Hq1Cmeeuop8vPzPeV+/vlnkpOTWbNmjSdX/fr1ycnJIS4ujmPHjl3VfGNiYgqtCz8/PwDi4uKYMGGCp7zFYqFZs2aMHj2al19+mV27dpGaqm78jx8/zqhRo7jrrrvo37//Fc1/5MiRBAcH/2OP+DK1HIjfg9NwntxB9qcP4M465xnnSjqCLry89wcUHbrwsriS1BeROZOPoAsr69PTqosoj+vc+TJJ6rM19RHe09KFV8DtsOFKPVns/IHtBxP2xEzyj24j6Z0uuDLPesY5zh7GEFXRJ78+siyOM+pz8+1nD6OP8M1viK7oKaOGNxL+5CyC2g8ma81UdcPvchY798Xkb3Bz/wZar3+t59d6+9F6fq23n5j7n6fCiK/J3r+FAyPb4Eg74xlnSziApWRl7w/odJhjKmA99RcA1oQDmGMq+OQ3l6yMNV4t41exHpGdBvouo0ndL7BnJBU7v9br/1ZYBskv+SW/dvPLNljaz385P0BIp6HEDPoC2+GtJI6/G2dGwXcg/8xBjNG+3wFjZDnyE9WXutvPHMIYVc5nGYwxFbGfL2MsVZ2gVo/4zNt2Yhc6kwV9YLjPuP9Kfq23IVmHyjpI8ms3v2da1zwFcVlNmzbl//7v//j222/ZuHHjVX128eLFVK1ale+++87rTo0xY8aQl5fHd999d4NSqyIjIxk3bhz79u1jypQpnuGLFi0iLCzM5w6SadOm4Xa7r/tL57Ozs5k1axa7du3yGRcUFITFYiEwMBCr1crQoUMJDw9n4sSJVzz9wMBA3nrrLX755ReWLVt2PaP7MDV+BL/Oo7HvWU7OrD5wyXP7HIc3YKjQDCWgYOfCUKU1ijkQx6ENaplDG1AsQRiqtPGUUQLCMZRv6injPLkdty0HY+2uXtM31uqE49hv4MynOPxbPU5I9zfJ27GU5Kk9fHpzbfvWYarSHF1ghGeYuWZbdJYgbPvWny+zHp1fMOaa7TxldIERmCo3w3q+DEDYY9Ow1OtK+vyXyVw0ulh5CyN/g5v7N9B6/Ws9v9bbj9bza739RHZ8itL9/kfa5gUcHtPZ5/FamTvXEFj7DgzBkZ5hwfU7oPcPInPnGk8ZvX8wwQ3uLljG4EgCa7XylPErV4dyT39E0G3tvKYf3qoXtrPHyT97dRdsXKD1+r8VlkHyS37Jr938sg2W9vNfzg8Q3KYfkb3Hk711MYnv3OdzB0DennX4VW+JLqhgP8i/Tjt0fkHk7lkLQO6etej8gvGvc5enjC4oEr9qLTxlzBXqE91/OuZK3k/X8K/dFkf6GZyZxbugROv5td6GZB0q6yDJr938F5N3pPwDnn32WdauXcuYMWNYvnw5AHa7naSkwjcggYGBHD16lP379/PGG29QtWpVr/GVK1fms88+Y968eTzyiNrTb7VaC+2oqVu3LqGhocXO3rp1a+655x6++OILOnfuTHR0NBs3buSJJ56gevXqXmWrVq1K48aNWbx4Mc899xwmk+mK5pGRkVFoXeh0OiIiIrjzzjtp3LgxgwYNYsiQITRt2hSn08mff/7Ju+++y5NPPonJZOK1117j2LFjTJ8+HavVitVq9Zqe0Wgssi5atGjBgw8+yLx584iNjb2yyrlKSmAUls5jcaWeJH/LF+hL1fEa70o9Tn7cl5ia9SPg/+ZhXfcuin84lo6vYj+wFufJ7QA4j8fhOPoLfr0+xPrjONy5qVjaDcdtzcAWN1udmD0P2+bpmO98DrczH+fJ7Zhu740+ti45M3oUK78uOJqQnuNwJJ8g5+cZGMve5jXemXSMnI2fE3DnU0Q8u4Ss799GFxBOyANjse5ZQ/7RrQDkH/4V24FNhPf7lIzFr+PKSSW460jceRnkbPwMAMttnfBv3IO8XSvJP7YdY4WGXvOyn9oNjqtfAcrf4Ob+DbRe/1rPr/X2o/X8Wm8/htAYyvR/F9vZY5z7/iP8KzXwGm87fYSkldOJ6jqYKm+u4vS3b6IPjqD04xPJ2P4DOfu3AJC9dxNZu9dTYfgc4meNxJmZQsmHR+PMSSdp5XQA0n5dSInuL1DhuVkkzHkNe2oi4a0fIqRxN45O7EVxXpKp9fq/FZZB8kt+ya/d/LINlvbzX84PoA+JJuLhidiTjpP50yeYy9fzGm8/d4yMdTMJuWsgpUYsI+27CegCw4no9SY5u1ZhOxwHgPXAL+T9tZHoAZ+RMv81XNmphN33Cq7cDDLXzQQgZ9tSbJ2GETPoC1IXv4EzM5mg5g8SUL8LZz/pX6z9IK3n13obknWorIMkv3bz+yyP212MtZgoVN++fYmNjS30boitW7fy6KOP8sgjj5Cdnc2SJUuKnM6LL75IYmIiy5YtY+PGjZ5HXF1szpw5vPXWW3z99dds2bKFDz/8sNBpzZ49myZNmvxt9qlTp7JkyRLWrVvnMy4tLY3OnTtTsmRJunbtyjvvvMPatWspWbKkT9l169YxaNAgJk2axL333guoj85KSEhgzpw5XmXj4+Np166dzzQu8Pf3Z+fOnQDk5eXx2WefsWrVKuLj43G5XFSqVImHHnqIHj16oCgKbdu2JSEhocjpNW7cmDlz5hT5d8rOzuaee+7xLMe1ynillNfvxtt749/9vSLL5y4chv33+ehiquHX5Q30ZRvizs/Gvu9HrCvfgPycgsKWEPy6jMFY825QdDhObMP6/RhcyUcKyigK5jZDMTV6BCUgHNe5Q1jXvI3j4HrfmZ8XMr7gPTEJA8O8xvk370PYo4W3M4C0L58md8u3GErVIKTneEyVGuO2ZmP9YyUZi17DbcsuiOYfQkiPcfjd1gV0OvKPxJGx4BUcZw8DEPb4x/g37V3kvM68WhdnyqlCx8VOT/P8LH+Df/5vcCvVv9bza739aD2/1tvPjm56r3ERd/0f5Z+dWeRnj0/uR8raL7GUrUWZJ98jsEZznLlZpMd9R/znI3DlFdS/PiCU0v3fJbTpvSiKjuy/fuXUzOexJRQ8ksAQGkNs37cIbtABQ3AkeSf2cHreODLiir5z9PblBY8s0Hr9X5r/VlgGyS/5Jb928ss2WNrPfzn/kcd8n9Mf1Kov0f0/LvLz52YMIGvz15hiaxLR520slZvgsmaT8/sKUua+gtta8B3Q+YcS8fAEAhp0BUWH9dBvpHwzEvuZQ54y+uBownuMxr9uB3QB4eTH7yFt2SRyd64sMkOlLwvmcekyaC2/1tuQrENlHST5tZv/70hHihA3SGEnQf7tLrfx14rL7QBogdb/BrdS/Ws9v9bbj9bza739XNqRogWX60jRAq2vf0D7yyD5by7Jf3PdSvsQWq9/yf/P+7uOFC24XEeKFlyuI0ULZB16c91K6yDJ/8+7mo4UeUeKEEIIIYQQQgghhBBCCCFEEeQdKbe4GTNmMG3atMuWeeWVV+jZs+c/lEgIIYQQQgghhBBCCCGE0A7pSLnF9erViw4dOly2TERExD+URgghhBBCCCGEEEIIIYTQFulIucWFhIQQEhJys2MIIYQQQgghhBBCCCGEEJok70gRQgghhBBCCCGEEEIIIYQognSkCCGEEEIIIYQQQgghhBBCFEE6UoQQQgghhBBCCCGEEEIIIYogHSlCCCGEEEIIIYQQQgghhBBFkI4UIYQQQgghhBBCCCGEEEKIIkhHihBCCCGEEEIIIYQQQgghRBGkI0UIIYQQQgghhBBCCCGEEKII0pEihBBCCCGEEEIIIYQQQghRBOlIEUIIIYQQQgghhBBCCCGEKILidrvdNzuEEEIIIYQQQgghhBBCCCHEv5HckSKEEEIIIYQQQgghhBBCCFEE6UgRQgghhBBCCCGEEEIIIYQoguFmBxDiVuVeesfNjnDVlPs2en7WYn7Q/jJI/ptL8t9cF+fPeKXUTUxSPCHjEz0/a73+Jf8/T+v5QfvLIPlvLsl/c0n+m+uWyv91w5uYpHiUPts9P2ux/kHa0M2m9TZ0S7UfreefUesmJike5cm9np+1fhz/d+SOFCGEEEIIIYQQQgghhBBCiCJIR4oQQgghhBBCCCGEEEIIIUQRpCNFCCGEEEIIIYQQQgghhBCiCNKRIoQQQgghhBBCCCGEEEIIUQTpSBFCCCGEEEIIIYQQQgghhCiCdKQIIYQQQgghhBBCCCGEEEIUQTpShBBCCCGEEEIIIYQQQgghiiAdKUIIIYQQQgghhBBCCCGEEEWQjhQhhBBCCCGEEEIIIYQQQogiGG52AK0ZOXIkS5YsuWyZAwcO4HQ6mTdvHosXL+bIkSPo9XoqV65Mjx496N69O4qiANC3b1+2bt1a5LRiY2NZt27dFec7deoUM2fOZNOmTSQlJREVFcWdd97JwIEDiYqKAiA+Pp527doxe/ZsmjRp4jONatWqMWHCBB544AGv4fPnz+e1117jscce45VXXvEad2GaHTp0YOrUqT7TbNu2Lffffz9DhgzxDMvJyWHWrFmsXr2aU6dO4XK5qFChAl26dOHRRx/FZDJ5Tbsobdq04ZNPPmHx4sW8/PLLRZYbPHgwQ4YMoW3btgAsW7aMwMBArzIjR44kISGBOXPmFDmd6+lMupNu76fw4aOhNKlk8gxf/5eNaT9lc+CMgzB/HR3rWhjaIYAAc0Hf59kMJ5NWZrP5gA2HC+qVNTKsYyB1Shs9ZWx2N7ePPofD5T1ff5PC729GS37JL/klv7byKwqmRo9gavIYuvByuHOSse9bhXXtO2DLBkAXXh5Ll7EYyjfG7XJi37Mc64/jPOMBMPlj6TgKY63OKKYAHMd/w/r9GFzJR7xmZ2r+BKZm/dAFl8B17jDWNW/jOHjl2+TL0WT932LLIPklv+SX/JJf8msx/62wDGcyXXT7OIcPH/SjSfmC01LrDzqYttHGgbMuwvwVOtY0MPROMwEmpSB/potJP9nYfNih5i+tZ1hbM3VK6b3m8Ue8k/fW2vgz0Ym/SaFlJT0vtjcTEXDt1xNrvv61nl/aj7Sf/3L+LDfdZjn58F4dTcoWZFt/xMW0LS4OJEGYH3SspjC0hc67/We5mbTBxebjbjV/KYVhLXXUKaGWiTvp4rH5Lp95XjC4uY7BzYvxHbiFjuOlI+UqvfrqqwwfPtzze8uWLXnllVfo3LmzZ5jdbueZZ55h9+7dDB48mJYtW+J0Otm0aRMTJ05k3bp1TJ06Fb1ez9SpU7Hb7QCcPn2anj17MnXqVOrXrw+AXu+9Mr+cHTt2MGDAABo1asSECROIjY3lxIkTvPvuuzz00EN88803REcX/0u7ePFiKlSowNKlSxk+fDhms9mnzOrVq/n+++/p0qXLZad17tw5+vbti16vZ9CgQdx2220AbN++nQ8++IAtW7Ywc+ZMT4cT4FUvF7uQo3PnzrRq1cpn/MSJE1m1ahWtW7f2DEtISGDSpEm88cYbV7bwN8DpdCf9P0sjy+r2Gr5mj5WhX2XQuKKRyX1CyHfAx+ty2Dkjn28GhWPQK2TluXj441Ty8t08e3cg5SL0rN5jo+/0VGYPCKduGXUlfvCsunPwv97BlAkvaEt6ncK1kvySX/JL/n86v7nVM5jbv4ht08c4jmxGH1kRc/sR6GKqk/tFb7AEE9B/Aa6sc+QuHIYSEIFfp1HowsqSO6uPZzr+D05DX6YB1h/fwm3LwtL2eQL6LyBr8p1gzQDA1OIpLB1HYVv3Hs6EXZgaPoR/31nkzOyB80TRF0BcCa3W/620DJJf8kt+yS/5Jb8W898Ky3A6w0X/r/PIsnkPX7PfztD5VhqX1zO5hx/5Tjcfb8pn5+xcvunnj0GnkGV18/CsXPLy4dk7zZQL17F6v4O+s3KZ/Zg/dWPVrHsSnTw2O5dmFfRM7eXHuSw376+z8cy8POb2C7i2/Fqvf63nl/Yj7ee/nD/TTf+FTt/2f8jF0O9cNC6jMLmbQr4TPv7Nxc4EJ988rFfbv83Nw986ybPDsy10lAuD1Yfc9J3rZPaDeuqWVKgVo/D/7d13dBRVG8Dh3+6md0JCSQi9GYpSBAIRBBHpKF0EC01QepMSEaQXRSkCUkQQ6R2pAlICAhGkSA+9BxLSN8mW748lSzabDUlIYfne55ycAzN3Z957586dcmfurOxkfh/6x0M6ztzX06x81vLwqlzHg3SkZJqrqyuurq5m05Lf9gCYPXs2ISEhrF27lpIlSxqnlypViho1atC+fXsWLVpEz5498fDwMM5PSDDsCe7u7ibLy4jExEQGDx5MrVq1mDVrlrEDokiRIlSsWJFGjRoxe/bsLHcchIaGcvLkSebMmUOfPn3Yvn0777//vlk6Pz8/vv32W2rWrImXl5fF5Y0ePZqkpCTWrVtn8lZI0aJFqVy5Mi1atODAgQMmnR/PKxcHBwccHBxMpq1cuZKtW7cyevRoKleubBLnqlWraNy4MbVr185IEWQbnU7PxhNqpv4RjT6N+bP/jKWUt4oFXfNhZ2PYjtVL2NJo6mPWh8TTvqYT60LiuROh4/fe+aha3NCDXqesPRGxOiZtiWbFF54AXLibhI0S3qvkYFyWxC/xS/wSv1XGr1BgX+8LEo//RsKuSQBoQw+ij4vA6cN5qHwrY1O6LgqnfMTNfg99XDgA+qh7OH+6HFXRN9HePI7Krxq2rzUidslHaC7tAyD2+lFchxzFvtYnJPw1E2wccGgwgMRD80nY9wMAmkv7cO61GfsGgwwne1lg1eX/iuRB4pf4JX6JX+KX+K0x/lchDzq9no2nNEzdnYA+jRzM3p9IKW8lCz5yxE71NP6iKhrNimX9v0m0r2rHun+TuPNEz++fOlK1qOF2Vp1SNkTE6Zm0U82Kpze5p/+ZwGuFlPzU0RHl03sjLvYwcWcCtyN0FMmX+Seqrb78rT1+qT9Sf/6f49fr2fif4W0SfRoZmH1YR6n8sKCt8ln9L6Kg0UIt68/qaV9Zwbozeu5Ewe8fqqjqa0hTpzhExGmZtE/Lik42uNgreMPHdNl7r+g4clPPDy2UlPDMQn5egev4lOQbKdlMp9OxbNkyWrdubdKJkszf359WrVqxbNkydDrLr0tl1r59+7h37x5ffvmlyVscYOiAWLBgAb17987y8tevX4+7uzv169enatWqrFy5Ms10Q4YMQaVSMWbMGIvLunnzJvv27aNfv35mQ2sBlC5dmu3bt1O3bt0sxwtw9uxZJkyYQPPmzfnoo49M5rVs2ZKAgABGjRpFTEyMhSXkjIv3NYzZEEWrqo5M7eBuNv/qQw11ytqbNLheripKFlCx/0IiAKEPtbg7KoyNd7Kapew4eSOJyDhD3Tp/V0OJAjbZegIv8Uv8Er/Enyfx27uSeHIdSf+aDq+pDbsCGF4FtinzNprrR40nXwCay/vRq6OxKWcY1tGm7NvoE2LRXN5vTKOPDUdz7Qg25QzDSKr8qqBw9CDp3HaTdSX9tx2bkrXBxrTTPqOsuvxfkTxI/BK/xC/xS/wSvzXG/yrk4eIDHWP+UNOqsg1T33c0jz9MR52SKuNNQAAvFyUlvZXsv6w1xP9Ih7sDxpvgxviLqzh5W0dkvJ6IOD3HbmjpVN3OeBMcoNFrtvw1wCVLN8HhFSh/a49f6o/Un//n+MNgzG4drfwVTG1qXgevPoY6xRWm9d9ZQUlP2H/V0PMSGq431H9f07hqFlVw8i5Eqs17aNRJesbv0VGvpILG5bLYhfAKXMenJG+kZLNr167x5MkTqlatajFNQEAAa9eu5datWxQrVixb1nv27FmcnJwoX758mvNTvo2RWVqtlk2bNtGwYUNUKhVNmzZl3LhxXLhwwWx9+fLlY+zYsfTp04ctW7bQokULs+UlfxMmICDA4jqLFy+e5XgBoqKi6N+/P0WLFmXcuHFm8xUKBRMmTKBFixZMmTIlzTQ5pbCHil1DvSjkoeJoaKLZfA8nJXefaE2mJWn13HuiI1Fj+H8+ZwWxCXoi43S4Oz1rzG4+NvzudoQWdyclF+5psFFC14URnLyeiJ2NgvcqOTCsuQsu9llrBCV+iV/il/jzJH51FOqtX5tNtvVvDID24UWUBcqQdHqzaQK9Dl3ETVTepQBQepdBF34D9KYPM+jCr2P7uuHbYKoCZQzTHl01TfP4GgqVDcr8xdA9uJjpLFh1+b8ieZD4JX6JX+KX+CV+a4z/VchDYXclu/o6U8hNydHrmjTiV3A30vRGXpJWz71IPYlPPzaQz1FBbCJExutxd3x2M/BmuGH+7Sc6otV6dHrI56RgyPp49l7SgB7efc2GUY0dcHPI2s1Nqy9/a49f6o/Un//n+F1hV3cVhVwVHL1p/lC+hyPcjTKdlqTVcy8aErWG/SKfI4b6r9bjnqIe33ximH87EtxT9TMsPaHnQQz80v4F3sN4Ba7jU5I3UrJZZKRhTLZ8+fJZTJM8Lzw83GKarKzX1dXV7G2U9PTo0YMqVaqY/aV24MABwsLCjN89ady4MSqVilWrVqW53HfffZfmzZszfvx4wsLCzOY/fvwYAE9PT5Pp1atXN4lj9OjRGYr3wIEDJun0ej1fffUVERERzJw5EycnpzTj9PX15auvvmL16tUcOnTIQillPw8nJYU8LH/7ps2bjuw+m8CCv2IJj9FxN0JL0NoootU64hMNDVzLKo4oFND/t0gu39cQFa9jy8l4NvwTD0B8oh69Xs/FexpuPNLyjr89P3fNx+cNnPnjlJrPFz9Bp0vrhUaJX+KX+CX+lzf+1FRFqmBf70uSzu9C9+AiCntX9AnRZun0CbFgbxiWU+Hgij7B/E1EfUIMCnvDW5IKe7en06JTpYl9Ot90iM+MehXK39rzIPFL/BK/xC/xS/zWGP+rkAcPRwWF3Czfgmrzhi27L2hYEJxAeKyOu5E6graoiVbriU96Gn9lG0P8a+K5/FBLlFrPljNJbDiVZIw/Is6QdtQWNQ62Cua0d2TYu/bsu6Sh14p49GmNi5OR+K29/K09fqk/Un/+n+N3VFDI1fL93jaVFOy+rGfBUR3hcXruRukJ2qkjOgHiDdWblq8pDfFv1nH5kd5Q/8/p2HDWEFNyumSJWj3LTuhoWl5BsXzZ+4altV3HpyRvpGSz5E6S6GjzCpAsubMldUfCi643MjISvV6f4c6U8ePHGz/ynlKjRo1M/r9u3Try589PrVq1APDy8qJWrVps3ryZoUOHptlRERQURPPmzfnmm2/46aefzGIFQzmk/I7K+vXrjQelIUOGkJho2ktsKd4CBQqY/H/RokXs3buXGTNmUKpUKYv5B+jQoQM7d+4kKCiIrVu3pps2t/Rp6IxWp2fmrhi+2x6DrQra1XDkHX97rjw09HSXLmjD3E89GL0+ihYzDB1TFXxt6PuuCxM2R+Ngq0Cvh58+8cDTWUmZQoZd/c2Sdni7Khm6MopDlxKpW95e4pf4JX6J3yrjVxV9E+dPfkUXcYv4tQMNExXpPB+S/ORKhtI85ziqN38KKDtYU/m/qnmQ+CV+iV/il/glfmuM/1XIQ5+37dDqYOa+RL7bk4itEtpVteWdcjZceWQ49yrtrWJuR0dGb1XTYl6cIf7CSvq+bc+EHQk42CpIevr0dYXCSsa3MDxeHVASXB0UDF6vJviqlsBS2X8rzOrL39rjl/oj9ef/Of7aSrQ6HTODdXx3EEP9r6zgndIKrjw21OnSXgrmfqBk9C4dLZYY8lShIPSto2TCXh0Oqar1zkt6wmKh25vZ+w6GtV/HS0dKNitatCje3t4cP37crEMi2bFjx/D29qZIkSLZtt6qVasyb948zp07R4UKFczmL1iwgNu3bzN27FjjtIIFCz53aLHw8HD++usvkpKSqFSpknG6TqdDr9ezdetW2rdvb/a75CG+vvzySzZt2mQyr1q1aoChHJo2bWqcXrRoUeO/U380PqPx/vPPP8yYMYOPP/7YZNnpGT9+PC1atGDSpEkZSp/TbFQKBjdxpU9DF26FayngpsTNUUnneeEmr58GlrVnz1de3IkwNARFPFWsO27oCfdwUqJUKqhZys5s+fWeNtoX7mlypAGX+CV+iV/iz+n4bSu1xLHtDHSPrhK75CP08RGA4cmT5KdRUlLYu6CLum/4jzoKhYtXGmmePQVjfILFzgXUkc/SOBiWrVdHmf0+O1hL+b/KeZD4JX6JX+KX+CV+a4z/VciDjVLB4Ib29HnbjlsROgq4KnFzUNB5SZzJMDSBpWzY08+ZO0+HoymST8m6k4ZHqT0cFTg/De3tMqa3u94qbfj/+fs5cyPc6svf2uOX+iP15/85fqWCwXVV9Kmt59YTKOCCof6v1JgM1xVYXMmeHgruPL3ELeKhYN0ZQ148Ut2G3XVJT5n8UL5A9r2N8ipcx8vQXtlMpVLx6aefsnbtWkJDQ83mX758mY0bN9K5c2dUKsuvlWVWQEAARYoUYe7cuWavGj5+/JglS5ag1Wot/NqyzZs3k5SUxJw5c9i4caPJn6enp8WPzgM0bNiQFi1aMGHCBJMPupcqVYrAwEBmzZqV5ofeExISsjTsWXh4OAMHDqRSpUoMGzYsw7/z8fFh+PDhrF27lpCQkEyvN7sdDU3k4MUE7G0VlC5og5ujEo1Wz6X7Gir42gJwN0LL2mPxJGkNDXcRT0Nd+u9OEu5OCnzzKXkQpWX10TjuRphud/XT11o9nXNm95f4JX6JX+LPyfjtAnvh2OEntDf/Iebn1uijHxrn6cJCUXoWN/2BQonSsyi6sMsAaB+FosxX1OxpFWX+4ugePk0TZjh+q/KbLkvpWQK9JgFd+M0sx58eayj/Vz0PEr/EL/FL/BK/xG+N8b8KeTh6XcPBKxrsbRSU9lbh5qBAo9Nz6aGWCoUN67wbqWPtyUSSdIYb4Mkf/v7vvhZ3R/D1UFDM0zAtMdXtD83TNw3ss/ED0CbxW3v5W3v8Un+k/vw/x39Tx8FrOkP991I8q/9hUKGgoc7ejdKz9ozOUP89FBTxMEz/74HhI/S+7s+Wl6TVc+iaPusfmE/Dq3IdLx0pOaBr167UrVuXjz76iOXLl3Pjxg1u3LjB8uXL6dy5M7Vq1aJHjx7Zuk47OzsmTJjAoUOH+PLLLzl+/Di3bt3izz//5OOPP8bZ2ZmBAwdmernr1q2jSpUqNGzYkLJlyxr/ypcvT6dOnfjvv/84c+aMxd8HBQVhZ2dnHM4s2eTJk7GxsaF169asW7eOa9eucf36ddauXUvLli25ceOG8c2VZJGRkYSFhZn9JX9zZciQIajVar7++muePHlili694dbatWtHYGAgt27dynQZZbedZ9SMXhdlfKUUYF1IPFHxet6pYOi5fhyrI2hdlMlHssKitfxxSk2D1+xRKBRotTB6fTSrjsabLH/7KTUqJVQrYSvxS/wSv8RvVfHb1eiMY9PRJJ3dQuySjyDV2KeaK/uxKRGAwvnZ0Jk2ZeqhsHdBc3m/Ic3l/SgcXLEp87YxjcLZE5vitYxptDdD0CfEYluxucnybSs0QXPtb9Caf6AwO7zs5f//kAeJX+KX+CV+iV/it8b4X4U87DyvYfRWtWn8J5OIUsM75Wyexq8naEsCR689u0kZFqPjj7NJNChrg0KhoJSXEl8PBdvOJpk8ZLr3kuGL0dWLZt8DrSbxW3v5W3v8Un+k/vw/x39Jz+hdOtP4z+iJSoB3Shtu/T+Og6CdOo7efJYmLFbPHxf0NCilMPlMxKVHEK+Bqr7ZE9+rdB0vQ3vlAKVSyY8//sjGjRtZtWoVM2bMQK/XU6ZMGYYMGULbtm0z9VH4jKpVqxYrV67k559/ZvDgwURERFCwYEHq169Pr169yJ8/f6aWd/bsWS5dusT06dPTnN+pUycWLFjAypUr6d27d5ppPDw8GDt2LF988YXJdG9vb9auXcvvv//OypUrmTRpEomJiRQpUoR69erRuXNnk6G+APr27ZvmOpycnDh58iTBwcEAtG7dOs10H3zwAZMnT7aY3+QhvvJax1pOrDkWz4jVUbR504ELdzV8vyOGppXtqVHS8IpgRV8bqha3ZezGaIY21WOjhB92xmCjVND3XcMraz75VLSu7sDiA7E42MIbxWz551oS8/fF8lGAEyW8c2b3l/glfolf4s+J+BUu3jg0HYsu/CaJR35B5VPJZL4u/DqJR3/FLqArzp+tQr33OxROnjg0HkXSxT1obxreONReP4rmajCO7Wej3jEBfVw4Du8MRq+OJOHoUsPCkuJJODQP+/oD0WsT0d4Mwa5aR1S+lYld0PYFSjh9L3P5/7/kQeKX+CV+iV/il/itMf5XIQ8dq9my5kQSIzapafOGLRce6Ph+TwJNK9hQo7hhnRULK6nqp2LsNjVD37U3xL830RD/24abnQqFgqEN7Rm4Vs2gdWraVbXlSpiOH/Yl0Og1G/wL58yNcKsvf2uPX+oPIPXn/zb+15WsOaNlxA4dbSoquBAG3x/Q0bScghp+hvvPFQsaOkbG/qljaD0M8R/UYaM0fCclpUthhs6WUvlf/N71q3Ydr9CnHgdKCJEt9BvrPjfN0dBEPvk5gl975jMZRzH4UgLf74gh9KEGL1cV71d14PMGztiqnjVij6K1TNoaQ/ClBPRAzZJ2DGzsYtIwJ2r0LNofy6YTau4+0VLIXUW7Go50q+uEUmneICreP2DV8Wc2DxK/xC/xv7zxR470MZlnW60jTm2+t5ifuLUDSDqxGmXBcjg2+xZV0eroE2NIOrcD9bZvITH2WWIHdxybjcHW/z1QKNHcOI76jzHoHqUYklOhwP7tfti92RmFsye6h5dR756C5tI+izG4T7xr/Le1l781HgMk/ryNP7N5kPglfolf4pf4sxb/y5gHk/iXV39+/Nc1fLI0nl8/dqRm8WfrDQ7V8P3eBELDdHi5KHj/dVs+D7QzjT9Gx6RdCQSHatGjp2ZxGwY2sKdEftMbgfsuafjpQAIXH+hwd1TQopINA+rbY5fG0EyKj54N8W2N5Q+v2D7wnDr0stUfyFwdeunLX+LP2/gXmH/32iT+mzo+Wa3j1/ZKahZ9Vm+Dr+v4/qCO0Mfg5QzvV1DyeU2Fafyxeibt0xF8Q49eDzX9FAx8S0kJT9O4Fh7TMf2AjlMDVBkazk7R4z/jv639Ov65eZWOFCFyRkZOwF42mT2BfxlZex4k/rwl8eet9DpSrEFmOlJeRq9S/ZH484a150Hiz1sSf96S+PPWKxV/BjpSXjaZ7Uh5GUkdylvWXodeqfpj7fE/pyPlZZReR4o1yExHigzt9ZJ78OABjRs3TjdNpUqVWLp0aS5FJIQQQgghhBBCCCGEEEL8/5COlJecl5cXGzduTDeNvb197gQjhBBCCCGEEEIIIYQQQvyfkY6Ul5xKpaJYsWJ5HYYQQgghhBBCCCGEEEII8X9J+fwkQgghhBBCCCGEEEIIIYQQ/5+kI0UIIYQQQgghhBBCCCGEEMIC6UgRQgghhBBCCCGEEEIIIYSwQDpShBBCCCGEEEIIIYQQQgghLJCOFCGEEEIIIYQQQgghhBBCCAukI0UIIYQQQgghhBBCCCGEEMIC6UgRQgghhBBCCCGEEEIIIYSwQDpShBBCCCGEEEIIIYQQQgghLJCOFCGEEEIIIYQQQgghhBBCCAsUer1en9dBCCGEEEIIIYQQQgghhBBCvIzkjRQhhBBCCCGEEEIIIYQQQggLpCNFCCGEEEIIIYQQQgghhBDCApu8DkCIV1XkSJ+8DiHT3CfeNf77Tq98eRhJ1vnOizD+W7ZB7ktZ/o8GeOdhJFnj9UOY8d/WXn/+aaHKw0iyptoWrfHfUv9zX8r6b+31J/QTlzyMJGtK/Rpj/Lc1tj/wah3DrHEbpCx/2QdyX8ryt/b4rX3/tfZjsLXXn//aO+RhJFlTYbXa+G9rbD/BtA3d18j6bvXV36Ux/nt5bds8jCRrPjqcZPy3tbeh1t4GSfy571WK/3nkjRQhhBBCCCGEEEIIIYQQQggLpCNFCCGEEEIIIYQQQgghhBDCAulIEUIIIYQQQgghhBBCCCGEsEA6UoQQQgghhBBCCCGEEEIIISyQjhQhhBBCCCGEEEIIIYQQQggLpCNFCCGEEEIIIYQQQgghhBDCAulIEUIIIYQQQgghhBBCCCGEsEA6UoQQQgghhBBCCCGEEEIIISyQjhQhhBBCCCGEEEIIIYQQQggLbPI6ACH+rygU2L3ZGbuan6D0LIY+9hFJ53ai3jMdEmIAUHoWx6HZWGyK10Cv05J0dgvqHROM8wGwc8KhcRC2FZqisHNGc/1v1H+MQfco1GR1drW7YRfQFaVbIXQPr6DePQXNpb0vFL9T4Ke41OuGyqsYuuhHqE9vI2rLZPTqaABU3iVwbzcR+9IB6HUa4v/ZRNSGMcb5AAp7Z9w+GINjlRYo7J1JvHKEyDUj0Ty48iyNgyuuzYbi+EZzlG4F0D66QeyBxcQeWAx6/QvlQbZBHm4DhQKHgI9xCPwMVf7i6KLDSDy7g7jtU9Anl79XCVzeH4dNqVqg1ZBwajNxm781zgfAzhnnFqOxf705CntnkkKPELsxCO3D0DRXa1ehEW49lvNogHfW4k4Rv7XXH6/3euLdtBf2hUqiiXzIk6Obubt8DLp4Q/2wL1yKIt2/x8U/EHQaIg6t5faS4cb5AEoHZ3w/nUy+2q1ROrgQ899Bbi0cRMKdS8Y0rq+/Q9nxu8xCeHL8D0K/bZnl+KX+k6f139rrj9vbXXF7pwe23sXRRoURe/IPwtdPMNYPmwIl8eo0GYeytUGnJeb4Bh6v+tqs/uRvPw7n6q1QOjgTfzGYx78PJ+n+5Wd5dPLAs90YnKs0Q+noijo0hPA1o0m4diJrsafIg7W3Qda+D1t7+Vv1PvAKlL+1x2/t+6+1H4Otvf7ka9gNz0afY1uwBNrIMKJDtvBw9TjjOYJdwZIU+nQaTuXroNdqiPp7PQ+WjzI9h7B3pmDnCbjWfB+lgwtx5w5x/9ehJN67nOZqlQ4ulJr+D7HnDnD3px5Zj/9pHqy9DfVp2gPfFr1wKFySpCcPeXRkC9eWjkEbZ4jP0acUpXt9h3vFQPRaDWEH1hK6aIRxPoDKwZmS3SfhHdgalaMLkWcOcnneYOJvXzJZXaF3P8av7UAcfcuQGH6f+7t+5frvE0Cny3L8ZVr1oEzrXrj4lEAd8ZDbB7dweuFYNE/jc/EtRbX+0ynweiA6rYabe9dx8qcRxvkANo7OVPliEn5vf4CNowsP/z3IPzOHEH3zWfwqBycqdxtN0QZtsHfLz5Nr/3Fq/mge/LMva7E/jd/a21Brb4Mkfok/O+TKGym3bt2iatWqDBs2zGze2bNnqVSpEr///jtdunShXLlyxr/y5ctTpUoV2rZty+7du81+u2fPHrp27UrNmjWpUqUKrVu3ZvXq1ehTNAyzZs0yWWa5cuXw9/enVq1afPHFF9y6dcuYdv369WZpU/4tWrQozXTly5enatWqfPjhh+zcudMkxtu3b1OuXDmOHj0KkO7yy5Urx/DhwzNVtufPn2f48OHUr1+fihUrUrNmTXr16sWRI0dM0mWmHJKdPn2avn37EhAQQKVKlWjUqBGTJ08mLCzMmGbp0qX4+/sTGxtr8tvp06dTrlw5Zs+ebTL9wYMHlCtXju3bt2e4LBo0aMCsWbPSzH+XLl2M6Y4ePZqh5XXp0oXq1atz//59s+XNmjWLBg0aPK/Ys8z+rS9xaDGBpIt7iP2tKwkH52FbtS1OnRYaEji44dx9DQoXL+LWDkC9cyJ2lVvh9OF8k+U4dfgJ24rNUe+cSNzafijdCuHcfQ04uBvT2NXpiUOTb0g6sYa45d3RRdzAqcsSVMVqZDl+l0b98eg4FfXZXYTP60zMn7NxqtkRz89/BUDh6IbXwM2o3LyJ+LU3URu/xal6azx7LDZZTr6uC3Cs2oqojWOJWNIblUdhvAZuRuH0LH7P7otxCuhEzJ8/Ef5TJ9Snd+DeYQquTQZnOX6QbZAsr7aBY4O+OLeZTOK5P4la9DHx+37C/s32uHb9xRi/+5frUbh6E7O8D7Fbx2Nf5QNcP11kshzXj+dh/0YLYreOI3r5lyjdC+H25UYUju5m67QtXRuXLvPNpmeFtdefgm2GUrTXTCJDthE6oTUPNnxH/vpdKDViLQAqZ3fKTvgTW48CXP/hM+78Oop8dTtQ8qtVJsspMWQ5+eq05c6vI7k+41Ns8/tQdsIeVM4ez/JY8nW0sZFcGFLb5O/2oiFZjl/qv0Fe1X9rrz8eTQfi1eU74k7t4P6PHXmyfSaudT6kUN/lACid3PEZ/gcq9wI8XPA5j9d8g0vNNhT6cqlpOfRejEuNDwhfM5qHP/fEJp8PPsO3oXR6Gr9CQaEBq3Cu0pTHa0Zzf9ZHoE3CZ/g2bAuWynL8YP1tkLXvw9Ze/ta+D1h7+Vt7/Na+/1r7Mdja649Xy8EU7voD0Sd2cGtaex5tmYF73Y/wG7wSMLQ/xb7Zicq9AHfmdOfhitG4125HkYHLTZbj2/9X3Gq15uHyr7kzuxu2nj4U/2YnyhTnECkV+mQadgWKZTnulKy9DS3afihl+szk8bHtnB3Thptrv6dQw85UHL0GABtnd96Yuhs7j4JcmPYZVxePosDbHagwaqXJcvxH/EaBum25umgk56d+in1+H6pM+xMbFw9jGt8WvSk/eCHhx3dyOqgF97YvotiHIyj5ybdZjt+/8xCqD/qRu4e3cWB4G86vmEHJJp2pO3E1ALYu7jSctQsHz4IcGd+Vf+cFUaxhe94av8JkOXXGLKNogzb8O3cUR8Z9hpO3Lw1n7cbO9Vn8Nb+aS9nWvbiwaiYHRrYj7sEtGsz4g/z+/79tqLW3QRK/xP8i8aeUK2+k+Pn5ERQUxIgRI3j77bdp2rQpANHR0QwYMIAGDRrQqVMntm/fTpMmTRg1ahQAer2e2NhYFi5cSL9+/Vi1ahWVK1cGYMqUKfz+++/07t2bYcOG4eDgQHBwMBMnTuS///5j7NixxvUXKlSItWvXGv+flJTE+fPnGTduHL169WLr1q0oFArj/EOHDqWZDxcXF5P/J6fT6XRERESwefNm+vfvz7fffkv79u3TXEbKZW/bto2JEyeaTHNwcHh+gT61detWhg8fTtOmTZk2bRq+vr6Eh4ezdetWunXrxqRJk2jVqlWWymHDhg0EBQXx/vvvM2/ePPLnz8/ly5f56aef2Lp1K4sWLaJcuXIEBASg1Wo5ffo0AQEBxmUfPHiQwoULc/DgQfr06WOcfvz4cZRKJQEBAdlaFgBVqlRJc9stWbKEhQsX0rBhQ+O06OhogoKCWLhwYabW8UIUCuzrfUHi8d9I2DUJAG3oQfRxETh9OA+Vb2VsStdF4ZSPuNnvoY8LB0AfdQ/nT5ejKvom2pvHUflVw/a1RsQu+QjNJcMTEbHXj+I65Cj2tT4h4a+ZYOOAQ4MBJB6aT8K+HwDQXNqHc6/N2DcYRNwvHbMUv2uj/sQeXELURsMJUMKF/ehiwvHssRjbom9g/1p9lM75CJtQD12sIX5txF28+q7BrlRNEkOPYlfiTRxfb8KjWe1I+O9PABKvHKHg+H9xrtedmO3fYetXGYeKDXn886eoT2wyrOviARROHrg06kf0tumyDaxxGygUOL7TF/XhpcRtHQ9A0qUD6OIicPtkATZ+r2Nb7m2UTvl4Mv0d9E/j10Xew/3zldiUqIHm2jFsilfHvmJjIud3JOn8HsNyQv/Gc/Q/OAR2JX73DMPq7J1xfKc/ju/0Ra+Oyny8acRv7fWnUJthhO34mbtLDcfZ6FN70ESFU/KrFTiVrobbGw1Ruebn3IDqaKMeA5D4+DZlxvyB82u1iT1/GOdytfCo2YLLY5oR9c8OAGL+O0jFhaF4N+vN/dWGsnEs8QZx108Te/Folos8dfxS//O2/lt7/fFoNpCofYsJXzMGgPhzf6GNCafQl79iX7wKjhUboHLx5PboQHQxhvi1EXcoPHgDDmVqob78N/alauBcpRn3vvuAuNOGh3ziLx2m2PSzuL3TgydbpuFQtg6O5epw7/s2xJ0yPGCjvnSY4rNv4Fq3i3H9WcmDtbdB1r4PW3v5W/U+8AqUv7XHb+37r7Ufg629/ni1GkzEnwt5uOJrw3rP7EUbHY7fwN9wKFkVl8rvYOPiydWvaqGNNrQ/SY9vU2zkZhzLBRB/8QiOZWriVr05Nya2JOZfw1urceeDKTPnAp6NPufRhikmq3Wp8h5uAW3Qxj7JfMxp5MHa29Ci7Ydy94+fubrYcB4XcXIPmqjHVBi1Atcy1chXrSG2bvkJ+eJNkp6exyU8usPrE7bi7l+byHOHcXutFl4BLTg1qjnhxw3ncZFnD1Fr6RV8W/TmxopJKB2cKNl1AjfXfMfVRSMAePLvPmxc8pGvyjvwS1CW4vf/aChXNi3g33mG398P2Uti5GMCx/2OZ/lqFH7zHezd87P9sxokRBrij394m/rfb8W7Um3CzhzGq2ItirzVgn2DmnP3b0PZPjx1iFZrL1OmdS/++3UyKjsHir3Tnv+WTeHiasMDvQ9O/GVI80FPHp87lqX4rb0NtfY2SOKX+LMcfyq59o2U1q1b07hxY8aMGWN8E2DkyJEAjB8/3pjOwcEBb29vvL29KVCgACVKlOCbb77BwcGBrVu3ArB//34WL17Md999R69evShfvjzFixfno48+YsyYMaxcuZKTJ08al6lSqYzL9Pb2xsfHh3feeYcBAwZw5coVLl68aBJryrQp/xwdHdNMV7BgQcqXL8+wYcPo3LkzkydP5smTJ2mWQ8rlubq6Wpz2PHfv3uXrr7+mc+fOTJ06lerVq1O4cGEqVKjAV199Rbdu3Zg2bRparTbT5XDt2jW+/vpr+vXrx4QJE3j99dcpUqQI9evXZ/ny5fj5+TF48GC0Wi1lypTB29ubf/75x7iesLAwLl68SO/evTlz5oxJWYSEhFChQgU8PDyyrSyS2dnZmW2zc+fOsXjxYrp162bSkeLn58fBgwdZs2ZNptbxQuxdSTy5jqR/N5hM1oYZXsFUehbHpszbaK4fNTYcAJrL+9Gro7EpZ3hTxqbs2+gTYtFc3m9Mo48NR3PtCDbl3gFA5VcFhaMHSee2m6wr6b/t2JSsDTaZ66QCw+uhcUdXEX98rcn05FeQbbxL4FChAYlXjhgP/AAJ5/aii4/CoeK7hmKo0ACdOoaEc89eq9PFPCbx8mFjGoDYA0tIuPAsjwCaB5dQOriidM3iq/GyDQzFkEfbQOHgSkLIGhJOrDOZrn1giF/pVQK78vVJunrUeAELkHRhHzp1NHavGfZhu/L10SfEknTh2avV+tjHJF05bEwDYF+rMw4BnYld9xXqg9nQaWrl9Ufl5Eb4vt8I32/6VJb69gVD9gqVwq1qI2L+O2S8CQ4QdXIX2rgo3Ks3AcCtaiO08TFEnXw27JIm6hExZw/gXq2JcZpTydeJv3oq03FaIvU/b+u/tdcfpaMb0cErifl7tcn0pHuGcx+bAiVxqtgQ9cXDxpsfAHFn9qCLj8Kp8nuGuCo1RKeOIe7MHmMaXfQj4i8cwun1RgAkXDvB7W8bEHf2WRq9JhHQo7DN/L5rZOVtkLXvw9Ze/la/D1h5+Vt7/Na+/1r7Mdja64/S0Y0nB3/nySHTN1QT7hraH7uCJXF5/V1iLwQbO1EAYk79iTYuCtcqjQFweeNdtOoYYk79+awMoh8Rd+6gMY1xnc4e+Hz+Ew+Wj0QbG5npmNPKgzW3oTZObjzY8xsP95q+XRJ7yxC/o09JPKs14smZQ8ZOFIDwf3ahiY3Cs4bhHM2zeiM08TGE//PsPC4p8hGRpw+QPzlNtXexcXbjzibT0UlCFwzjn34BZIWtsxvXdi7n+i7T+CNvGOJ39S1J4ZqNeHjqkLETBeDesd0kxUbhU9tQPwrXfJekuBjuHXs24k3Ck0c8/PcAvgGG+JW2diiUSpJin3WC6rVakmIjsXfzzFL81t6GWnsbJPFL/C8Ufyq5+rH5b7/9FkdHR0aNGsXq1avZt28f33///XNvmNvYGF6csbOzA2DFihWUL1/e5MZ4subNm7NkyRLKlSv33HiSl2dra5vZrFj0ySefEBsby19//ZVty0xLcgdA//7905z/+eefs2HDBlQq1XOXlbocVq5cibOzM5999lmaaQcPHszly5cJDg4GoGbNmiYdV4cOHcLHx4cPPvgAe3t7Dh8+bJwXEhJCnTp1MpjLF3P37l2GDRtGtWrVGDRokMm86tWr06ZNGyZPnsy9e/dyJR7UUai3fo325nGTybb+hoO69uFFlAXKoHt01fR3eh26iJuovA2v8Sq9y6ALvwF607FFdeHXUXoZ0qgKlDFMS7Us3eNrKFQ2KPNn/vVmfXwUkauHkxhq+nSw4xuGN8yS7l3AplBZNA9SjQ+s16F9fBObgqUBsClUFu0j8/g1YVeNaZJunebJ7wPRxz0xXdfrzdBGhaGLeZTp+AHZBnm8DfTxUcSuH4nmmulTPHaVDCet2nsXUBUsgzbMPH7d4xuoChhiUxUsi/bxdbP4tY+uoSrw7HX3xLM7Cf+2GurDpq/TZ5mV1x9tbCS3fh5A7PnDJtM9ahneXIy/+R8ORV4j4a7p+MbodCQ8uIaDr+G46uD3Ggn3r5qNb6y+dwWHIoY0Clt7HHzLYVewOK/9+A9V1sdTcdFVCn5g2hZnhtT/vK3/1l5/dHGRPF4+FPXlv02mO1drAUDSnfPY+pQj8f4V0x/qdSSF3cC2sGGftPMpR1LYdbPyT3p4FbtCZQ0/SYwjIfQYaDWgVGFbsBQFei4AFEQfXJblPFh7G2Tt+7C1l7/V7wNWXv7WHr+177/Wfgy29vqji4vk/i+Dib9oOvy425uGb54l3D6HvW858++c6HUkPbyOnY8hJnvfciQ9uGYWf+L9UGOaZIW7ziDh9kUidmfPCBTW3oZqYiO5/NNAIs+Znsd51zacx8XeOIdz0fLE3zE/j1Pfv4aTnyE2J7/yqO+Zn8fF3b2CYxFDGpeSb5AU8wTbfAWp8t0+6v0RR+2VtynWaWSWYgdIionknxkDCTtjGr9fXUMdenLtHG7FyxN1y7QO6XU6Yu5ex62oITb3YuWJuXsNfar4o2+H4vo0TVJsFFe3LaV8+754VayFrYs75T8cgEfJilzb+XuW4rf2NtTa2yCJX+J/ofhTydWOFHd3d6ZMmcLhw4cZO3YsgwcPNg7VZUlERAQTJ05ErVbTqJGhh/7s2bNUrVo1zfQ2NjYEBATg5OSU7nIvXrzITz/9RKVKlShRokTWMpQGPz8/HB0dzd5yyW7Hjh2jSpUqZm/JJHNxccHb+/k9zWmVw8mTJ6lcubKxgyW1qlWrYm9vb3wLpXbt2pw6dQrd04PRoUOHqFOnDnZ2dtSsWZODBw8C8OTJE65cuZIrHSmJiYn0798fW1tbZsyYYeyMS2nkyJG4uroSFJSFV0uziapIFezrfUnS+V3oHlxEYe+KPiHaLJ0+IRbsDR2OCgdX0w8eGtPEoLA3DD+nsHd7Oi06VZrYp/Mz97aPJbbFq+H63gDiT21Hc/c8Skc3dGrz+HXqGBQOhnWml0bpYDku5wafY1/uLWJ2/vBiH5tPRbaBaZrc3gY2xari9E4/Es7uQHv/AgoHN5OP6SXTJ8SicHhatg5u6NUWyj9F/LrH1yEpPlvitMTa649T2RoUavsVT45uQX3zP1TO7mjjzIeg0MVHo3IyxKRyckcXn3YapaMhjWOxiihsbHHwKcO9VRO5MqYZkUc34/vpFHy6jMuW2EHqv2ma3K//1l5/7EtWx6PZIGJP/kHinXMoHdMuf506GqVjivqTRvx6dYwxTUpeH8+g6NRTuAa058nW70i89V+2xQ/W3wZZ+z5s7eVv7fuAtZe/tcdv7fuvtR+Drb3+OJZ+E6/3hxAVspWEW+dQOrmjizOPX6uOQfX0/EDp5I42Po36Ex+D8ul5BoDrmy1xrd6cu/N6ZUusllh7G+pWvgZFOwzj0ZEtxF43nMdp0tgGmvgYbJ6Wr42FNNoUaew8vFCobHh9/BYeH9/BqZFNub/rV0p0+YaSn403+21W5fevgX+XYdw+uIXIq/9h5+yOJta8bJPiorF1NsRm6+Ju8qaJMY8p0gD8Oy+I+PCHvPfzQdrvekS1vtM49fM33Ny71uy3WWXtbai1t0ESv8SfVbnyjZSUXn/9dQoUKMCDBw+oVauW2fwtW7YYP9iu1WpJSEjA19eXiRMnGjtdnjx5gpubm9lvLbl79y5VqlQx/j8xMREXFxcaNGjA0KFDUSpN+5NSpk0pODj4uR00AK6urkRHm1eA7PTo0SMqVqxoMm3btm3G78skW7BgAdWrVwcyXg6RkZEUK2a5l06pVOLu7k5ERAQAAQEBREdHc+nSJcqWLUtwcLDxGzWBgYHMn2/4OFBISAiOjo4Wyzc98+fPZ/HixWbT1Wo1vr6+ZtOnTp3Kf//9x5IlSyx2KLm4uDBu3Di6d+/O6tWrLX7XJqeoir6J8ye/oou4RfzagYaJinT6NpN7XTOURmE5Tcp0L8CuVE3yf7ESzeMbPFn6ZSZiy0CaVJzf7oF724nEhawnZs9PWYzYnGyDjMeVE9vApkQN3HosRxt+k5jf+2UgtqcnfemVbTaUa0ZZe/1xfq02pUdvJuHBNa7/2PW5sSU/uaVQPj9+9d3LXB7TjLjLIWiiDE89RZ/ei8LOkYIfDOb+umno0rjhnhlS/9NKk3v139rrj0OZWhQauAZN2A0eLuj9/NiSn1xMJ03qpxsBovcvIebvNThVbkS+D0aBjR0R67OnM8ja2yBr34etvfytfR+w9vK39vitff+19mOwtdcfx3IBFPtqPYkPr3P3p56Giem1LU/XqUgv/qftj8rVC5+es3nw2wiSHt184VgtsfY21N2/NpXGbUJ9/xrnp3cD0i/fjJzHGbeTjR02ji5cWTqGW+t+AODJqb+wcfGgSJsB3Fg5GW28+c3QzPCuVJt60zYSe/caRyZ0N0zMQNlmZBvZ5/Om8cLD6LRJBI/9hPiwOxSu9R6VugahUcdxYeUPLxQ7WH8bau1tkMSfXhqJ/3lyvSNl3LhxaDQaypQpw5AhQ1i3bp3JR8UbNGjAkCFDAMMNexcXF/Lly2eyDE9PT4vfIElLgQIFWLbM8Ark3bt3mTx5Mk5OTgwaNAhPT/MxDjdu3Jjmciy9/ZFaTExMpr/vkVn58uUjMtJ0rM969eoZY3/w4AFdunQx+UZKRsshX7586XYE6fV6YmJijNvFx8eHYsWKceLECRITE4mKijJ+eL5OnTqMGzeOa9euERISQo0aNbI0lFrHjh3p0qWL2fTkupLS9u3bWbZsGUOHDqVGjRrpLvett96iXbt2TJkyhcDAwEzHlVW2lVri2HYGukdXiV3yEfp4Q6eUPiHa2JOaksLeBV2U4dtCqKNQuHilkeZZD66x99XOBdTP6kny01Qv+tFDx2ofkO+TOWgehvJoZlt0sYb4dfFRKB3M41c6uJL05K5h3fFRqNwKpJnG7OkchQK31t/i+m4f4o6tIWJJ7xeKOyXZBnm7DeyqvI/rhzPRhoUSOb8j+rin5a+OSrv8HVzQRd57miY6zbFdFQ6u2fNBzwyw9vqTL7A9xQcsRn33Epe/aYo2OhwAbVxkmk/DKR3dSHxsqD/a2EhsPMzrj8rJzTgGtS4uyvgh8ZQiQ7bh/V53HP1ee6GPiEv9z9v6b+31x7lGGwr0mEfS/Svcm/6+cSxqXVyUcR9LHX9SxD1jGts06o8irfqDYZxzAPWFg6hc8+PRpD8RmyYZhut4AdbeBln7Pmzt5W/t+4C1l7+1x2/t+6+1H4Otvf64BbTF98sFJN69zI2JLdHGJLc/kSgdzeNXObqiCb8DGM4z7N3TqD9OrujiDLEW7jGThFvnidi7BJTPhjlXKBSG/+u0Zr/PLGtvQwvUa0f5IYuJv32JU6OaoXl6HqeJjUSVxjawcXIl4dEdYxqnNM7jbJxcjedxyZ0kj/7+wyRNeMhOfJt/jnMxf6IuZOGD7U8Ve6cdtYIWEX3zMnsHNSMxyhB/UkwkNk7m56G2zm7EhxniT4yJxC1fQfP4nd1IfBp/6RZdcS5UlM3tXyP6tmGotgcn9qNAwRu9xnN121LjOrPC2ttQa2+DJH6J/0Xl6tBeW7ZsYd26dYwdO5Zp06Zx48YNpkyZYpLG2dmZYsWKUaxYMfz8/Mw6UcDwxsiJEyfSXIdWq6V79+7s2PHsAtzGxsa4zICAABYtWsStW7fo2bMniYmJZstITpv6T/G8ni3g6tWrxMXF4e/v/9y0L6JatWr8+++/JvGnLDsfHx+z32S0HKpVq8apU6fSLBuAM2fOEBcXZzK8Wq1atfj3338JDg6mcuXKxjeGSpQoga+vLyEhIS/0fRR3d/c0t0nKTjiA69evExQURMOGDenevXuGlj18+HDc3NxybYgvu8BeOHb4Ce3Nf4j5uTX66IfGebqwUJSexU1/oFCi9CyKLsww3qf2USjKfEXNelqV+Yuje/g0zdPxfVX5TZel9CyBXpOALjzrT+e4vNuHfN0Wknj1OGHTm6GLemCcp3lwBRvvkmbxq7yKorlvGG816cEVVPnN47cpUNKYxhC8LZ49luD6bh+id88iYnHPbDnxBdkGeb0NHOt/gWuX+SRdDyFyVkv0KeLXPgxF5ZVquEWFEqVnMbQPLj1Nc8UwtmWq+FVeJYwfDc1J1l5/Cn4wiBJDlxNz4QgXh7+NJuK+cV7CnYs4FC5t+gOlEvuCJVDfOg+A+s5F7AuWMIvfvnBp1LcNaRxLvoFXk17mebQzPJCQFBmW5fil/udt/bf2+uPepB8Fe/9CwpVj3J34HtrIZ+WfeP8StgXM64+tVzESn34QN+n+ZWy9zcvftmBJkp6msfUpj+tbnc3WnXDjFEo7B1QuWftQaTJrb4OsfR+29vK39n3A2svf2uO39v3X2o/B1l5/8rcYQJH+S4m7dJRr3zRE8yTFOcTdy9gVKmX6A4US2wLFSbhjaFsS717GtkBxs/jtCpYypnGv1RrnivWosCKGCitjqbAyFrsCxfCo15kKK2Nx8q+b5fjB+ttQv7aD8B+xnKjzf3NicH0Sw59tg7jbl3DyMT+PcyhUgrhbF4xpHAqZn8c5+pQm9ubTNHcMdUlpa2+SRqEyPFCrTcj6sHevfTiQOmN/49HZv9n9RX3Uj5/FH3XzEq5FTOuQQqnEpXBxIm8YYou+eQkXn+Jm8bv6liLquiGNc6FixIc/MHaiJHv470FUdva4FklVRplg7W2otbdBEr/E/yLxG5f1wkvIoBs3bvDNN9/QsWNHGjZsSPny5enfvz+///57pj/M3r59ey5dusSff/5pNm/z5s0cPHgw3e+DeHl5MWHCBM6dO8fMmTMzm5V0/f7777i4uFC/fv1sXW5qHTt2RKPRMGfOnDTn379/P83pKVkqh44dO6JWq1mwYIHZbzQaDd999x0lS5Y0eYOjdu3anD59muPHj5t1lgQGBhISEsL58+dz9PsoarWafv364enpyeTJkzP8OxcXF8aPH09wcDCbN2/OsfgA7Gp0xrHpaJLObiF2yUeQatw+zZX92JQIQOH87OTIpkw9FPYuaC7vN6S5vB+Fgys2Zd42plE4e2JTvJYxjfZmCPqEWGwrNjdZvm2FJmiu/Q3atDvJnsfprU9xbzOO+H828mhWW7Pe3IRze7ErUxulS37jNHv/BigdXEk4t+9pmn0oHd2w93/HmEbpkh+70gGon6YByPfJTzi80Zwnq0cQtW50luJNi2yDvN0GDrU/xrnVWBL/3UTU/A5m4wgnXtyHbenaKJyfxW9bvj5KBxcSL/xlSHPhL5QOrtiWb2BMo3DOj22pAGOanGLt9cercU+KdJ1GxKE1XBnT1Gx4pKiTu3GpWBcbt2dPerhVaYTKyZWok7uNaVRObrhVfe9ZHt28cKnwljGNY7FKFPtiDq6vv2OyfM+32pPw4DqJD65lKX6p/3lb/629/ri93RWvjhOJObaeu9PfN3tyL/7sXhzLB6J0fRa/U6V3UDq6End2DwBxZ/egdHTDqVJDYxqlqxeO5eoY09iXqEKB7vOwL2X6VqxTxQZontxHG5X1jiBrb4OsfR+29vK39n3A2svf2uO39v3X2o/B1l5/8jXsTqEuk4k6spabE1qYtT+xp/7Eyf8tVCnaH5fXG6JydCXmlOG+T8zpP1E5ueHy+rvGNCpXL5z8A4k5bUgTOry22V9S+F2i//mD0OG1UV9N+4HcjLD2NtSnWQ9K95zKwwNrODWyqdl37SL+2Y175brYuj+L37NaI2ycXAn/x3COFv7Pbmyc3fCs/uw8ztbdC/dKbxGRnOb4TvQ6HQXrdzRZvldACxIjHxF383yW4i/dqgdV+07lxt417BvYzOxbJ/eO7abAG3Wx93gWf+Ea72Lr7Mq9o38a09g6u+FTs5Exjb2HFwXeeIt7x56eq964iIOHt/Hj88m8K9dGp9USe/9GluK39jbU2tsgiV/if5H4U8qVob0SExMZOHAghQsXZsSIEcbp3bp1Y//+/YwYMYItW7ZkeHl16tShY8eODBo0iC+//JJ33jE0Inv27GHOnDl06dKFatWqpbuMevXq0bJlS3755ReaNm1q8gZJWFjaByZ7e3uTb7Mkp9PpdISHh7Nt2zaWL1/OuHHjcHExfyUpO/n5+TFp0iSGDx/O9evX6dixI0WLFiU8PJzt27ezfPly/Pz80vx+SEpplUPysocNG8b9+/dp164d3t7ehIaGMnfuXK5fv86iRYtQqZ69KluzZk1u3rzJ/fv36du3r8k6AgMD+eqrr/Dy8qJUqVKpQ8g2EyZM4Nq1a8ybNw+1Wo1arTaZb2tri4eHR5q/rVOnDh06dGDVqlXPLbOsUrh449B0LLrwmyQe+QWVTyWT+brw6yQe/RW7gK44f7YK9d7vUDh54tB4FEkX96C9GQKA9vpRNFeDcWw/G/WOCejjwnF4ZzB6dSQJR5caFpYUT8KhedjXH4hem4j2Zgh21Tqi8q1M7IK2WYpf6VYA93YT0Dy6QexfC7At+rrJfG3YNWIPLMa5fk/y999A9B9TUDp74t56LOqzu0m8anh9N/HKYRIuHsSz689Erv8GXWw4bs2Ho4+PJPbAIgAcXm+CU422xJ/aRuK1EGxLVDdZV9Kt06DJfAMo2yBvt4HCtQDO749D+/gG8QcXYVOksmn8j66jPrQEx7e64/7FWuJ2TEPh7Ilzi9EknvsTzfXjAGiuHiHx8iFcO88ldsu36GPDcWo8FF18JOrgXzIVU6bit/L6Y+NREL/u35Hw4BoP/5iDU6mqJvMT7oUStm0e3s37UGbcTu6tGIfKLT9FPp1MZMh2Yi8cASDmv4NEn95HicHLuL1kONqoxxTuNBpt7BPCts0DIOLwWgq1GUKJgUu4s+xrksLv4lnvQ9xrtODq5PZk5SOHUv/ztv5be/1RuRcgf6fJJIVdJ+rP+dgXf8NkftLDa0TuXYh7w174DN1MxKZJKF08yd9+HLGndpJwxTCUmPpiMPHnD1Dg80U8Xv01uphw8r0/El1cJFF7FwIQe3wjCU0GULD3L4Sv/xZt1CNca3fAuUozHszvnqX4wfrbIKvfh628/K19H7D28rf2+K1+/7XyY7C11x8b94IU+mQqiQ+vE75jHg4lTb+Zmnj/KuG7fsazSW+Kff0HYWsmoHLNT8HOE4g+sYP4S38DEHf+ELFn9+PbbwkPfhuFNvoxBdoFoYt9QviunwHS7CjRa5LQRIe/UCeKtbehdvkKUvrz74i/f407m37CtbTpeVz8vVDubJ2Hb6sveX3yDq7/Ng5b1/yU6j6Zx8e2E3XOcB4XeeYgEf/+hf9XSwldOJyk6MeU6DwaTcwT7mw1nMep71/jzuY5+LUfgk6TROSZg+Sv1YxCDTtzaXY/9FkYlszBsyDV+k8n5u41Lq2dS75ypvHH3Anl8ob5lGv7JQ1+2MGZxeOwd89PlS8ncefwdh6dNcT/8N9D3P/nL2qPWcrJOSNIiHxM5W6jSYp5wuUNhm/7XtmymLJte1P/uy2cWTSOuLDbFH6zIa91GsSldT+hDn9gFt/zWH0bauVtkMQv8b9I/Gb50euzeDWXCePHj2fVqlWsWbOG8uXLm8y7ffs2rVq1okqVKqjVaooUKZLhtwnWr1/P6tWruXr1KhqNhpIlS9KpUyc++OAD4zBcs2bNYsOGDezdu9fs9xERETRt2pTChQuzZs0aNm3aZNLRk9rbb7/N/PnzWb9+vUk6hUKBi4sLb7zxBp9++qnJmxq3b9/mnXfeYenSpdSsWdMs/hEjRnDx4sUM5TctoaGhLF26lMOHD3P//n0cHBwoX748TZo0oXXr1sahrzJTDskdJBcuXGDhwoUcO3aMiIgIChUqRIMGDejevXuab/x88MEH3L59m7///tukkyU6OppatWrRsmVLJk2alGY+0iuLBg0a8MEHH5h10AB06dIFX19fJk+eTIMGDbhz547FsqpRowbLli0z+U1KMTExtGzZEiDNcsqsyJGmw6vZVuuIU5vvLaaPWzuApBOrURYsh2Ozb1EVrY4+MYakcztQb/sWEmOfJXZwx7HZGGz93wOFEs2N46j/GIPuUeizNAoF9m/3w+7NziicPdE9vIx69xQ0l/aZr/wp94l3jf++08t0WD2n2h+R7+PZFn8b8esXxB1ZgY3Pa7i3m4hdqRro1TGo/91G5Lqv0Sc8+6Ccwskd97YTcHy9GSiVJIYeJXLNSDQPDK/P5vt0Lk61OlpaFfdHVUb7+Faa83znRRj/Ldsg97dByvJ/NMC0nbCv2QnXD3+0uMzo3/uScGwlqkLlcf5gPLYl3kSfEEPCme3EbfoGfcKz8lc4uuP8/jjsKjUxlP+1Y8RuDEL7MDTNZTs1HopT42FmMaXm9cOzjnRrrz//tFCZzMvf8DOK919o8bfXf+jK4z2/4lC0An49vsfltdpo46J5cnQTtxcPRZfio5AqZw+KdP8Oj1qtUCiUxJw/zK2Fg0i48+yVchuPgvh2GY9b1UbYuHkRf+Ms91ZNIPKo5Tf/qm159sq51P+8rf/WXn9CPzF9oMX1rS4U6D7X4m8fLvic6EPLsfP1J/9HU3AoXROdOobYE1t5vHIkevWz+JVOHuTvNAnnqs1BoUR9+W8e/z6cpPvPhnVRuRXAs+1onCo3QunsSeLts0RsnkrcyW0WYyj167N1pG5/wPraIGvfh639GPCq7QPWVv7WHr+177/Wfgy29vrzX3vT4bc96n+Cb+/5Fn97Z04Pnuxfhr2fP4U+mY5TuVro4qOJOr6FB8uGo0vZ/jh7UOjjqbi92QKUSuIuHOH+r0NJvGd5aLUysy8Se+4Ad3/qYTFNhdXPHsJM3X6C9bWh+xqZPjNd6L1PeW2w5fO489O6cn/3UpyLV6B0r+9x9w9AGx9N2OFNhP48zOTj8DYuHpT+fDpetVuhUCqJ/O8wl+cNJv52iqGlFAr82g7Cp2kPHLz9iL9/lVtrZ3Bvx2KLMdTf9ayDZXlt0+/qlmz2KQGjzEdMSXZkfDeubluKe8kKVOv/Hd6VAkiKi+b2gc2cmD0MTdyz+O1cPajabzpF3mqJQqkk7PRh/pk5hOibz+J3yF+IKr0n4hPQGBsHJ6JuXeHS+rmEbl5kMYaPDicZ/23tbai1t0ESv8T/IvE/T650pAjx/yitmyAvu/QuoKxFeicA1sDat0F6F7HWIL2LWGuQXkeKNUivI8UavEr139rrT1o3QV52z+tIsQav0jHMGrdBeh0p1sDa94H0biJYg1dp/7X2Y7C115/UHSnW4HkdKdYgvY4Ua5BeR4o1SK8jxRq8SudAEn/ue5Xif55c/di8EEIIIYQQQgghhBBCCCGENbG+bupX3LZt2xg1alS6aT777DP69euXSxEJIYQQQgghhBBCCCGEEP+/pCPlJVOvXj02btyYbpqUH7wXQgghhBBCCCGEEEIIIUTOkY6Ul4yzszPOzs55HYYQQgghhBBCCCGEEEIIIZBvpAghhBBCCCGEEEIIIYQQQlgkHSlCCCGEEEIIIYQQQgghhBAWSEeKEEIIIYQQQgghhBBCCCGEBdKRIoQQQgghhBBCCCGEEEIIYYF0pAghhBBCCCGEEEIIIYQQQlggHSlCCCGEEEIIIYQQQgghhBAWSEeKEEIIIYQQQgghhBBCCCGEBdKRIoQQQgghhBBCCCGEEEIIYYF0pAghhBBCCCGEEEIIIYQQQlig0Ov1+rwOQgghhBBCCCGEEEIIIYQQ4mUkb6QIIYQQQgghhBBCCCGEEEJYIB0pQgghhBBCCCGEEEIIIYQQFkhHihBCCCGEEEIIIYQQQgghhAXSkSKEEEIIIYQQQgghhBBCCGGBdKQIIYQQQgghhBBCCCGEEEJYIB0pQgghhBBCCCGEEEIIIYQQFkhHihBCCCGEEEIIIYQQQgghhAXSkSKEEEIIIYQQQgghhBBCCGGBdKQIIYQQQgghhBBCCCGEEEJYIB0pQgghhBBCCCGEEEIIIYQQFkhHihBCCCGEEEIIIYQQQgghhAXSkSKEEEIIIYQQQgghhBBCCGGBdKQIIYQQQgghhBBCCCGEEEJYYJPXAQjx/y4mJoY6derg7OzM/v37sbW1Nc4bPnw4d+7cYdmyZWa/mzVrFhs2bGDv3r0AdOnShWPHjhnn29jYkC9fPmrVqsWAAQMoUqRItsfeoEED7ty5Y/y/ra0tvr6+tGvXju7duxvjnD17tsnvVCoVbm5uVK1alREjRuDn55dmnnKaRqNh+fLlbNq0iWvXrmFvb4+/vz89e/akVq1aJmnT206QN+Wf0Tx06dIFX19fJk+ebPb71HUsdT5S6tq1K1999VWe5KFBgwZ88MEH9O3bN81lpFXP7Ozs8PHx4YMPPqBnz54oldn77EBG649Wq2XVqlWsX7+e0NBQVCoVpUuXpm3btrRp0waFQmFMW65cOZN1KJVKXFxceOONNxgyZIjZ/NzIx+3bt3nnnXcs/r5GjRosW7bMYnu1bds2hgwZQps2bRg7dmy2bIf06inAkSNHmDp1aobbz+HDh7NhwwaTNMn7cEBAACNGjMDT0/OF405Nr9ezYcMGNmzYwOXLl4mJiaFw4cK8/fbb9OzZE29vb8C8Xtjb21OsWDE+++wzWrdubZyeulwUCgWOjo6UKlWKzz//nHfffTfbYs9ou/Kytz9pxZvRtjyv6k1G82Gp3JM9ePCAmTNncuDAASIiIvDw8KB27dr06dOHokWL5lnc58+fZ+vWrRQqVMgk3cuy36anXLlyTJo0CYARI0aYzLO1taVAgQK89957DBgwgNjYWJo1a0a5cuVYsmSJ2bJWrlzJmDFjWLRoEXXq1MmW+CwdS8ePH8/y5cuZOHEiR48ezVC59unThwcPHrBmzRqTtO3bt+fUqVMsW7aMGjVqGKdv3ryZYcOGERwcTP78+V8oD3fu3GH48OF89tlnZvNHjx7NqlWr6NOnD46OjkyfPp1ffvmFgIAAk3RTpkxh/fr1bNq0CY1GwzvvvEOjRo2YNWtWmutM7xwkJ+Lv1KkTO3bsyHD9SOv8wMHBAV9fXzp27MjHH3/8wrGnzAMYtqmLi4vJvNTtembPgSZNmmRyXEtKSmLgwIEcPHiQOXPmEBgYmGt5mDRpUobPf1LuM8nXOVWqVKF///6UL18+W2JOHX/KazCFQoGTkxP+/v7079+fN998M802MqW1a9dSqVIlhg8fzpYtW1i9ejUVKlQwSbN+/XpGjBjBxYsX8yT+rF4H5+T5T2by8LxjcXL5BgUF0aVLF5N5yeffS5cupWbNmtkWd1rnWra2tnh5edGgQQOGDh2Ko6Ojcd4ff/zBihUrOH/+PDqdjmLFitGqVSs++ugj7OzsjOky0y7kVh5e9F5KgQIFaNasGf369TPJa3bZvHkzv/32G5cuXUKhUFCyZEnatWtHx44dgbTPc1JKuQ/n1jVYRuIC6NOnj8X7OqnbldTLUyqV5M+fnwYNGjBs2DCz+pRb8WfkHtbs2bOZPXs2S5cuNTnnAYiPj6dly5YULFiQpUuXvnD5ZyRulUrF8ePHcXZ2Nk6bPn06CxYsoG/fvvTp08c4/cGDB9StW5cffvgBT09Pk/OE5Da0RIkSdOjQgfbt25scr19ERu8tJOvYsSMnT55k06ZNZsfT5LqUUvL9k4oVKzJ06FD8/f2zJe6UpCNFiDz2xx9/kD9/fsLCwti9ezdNmzbN8rKaNGnCqFGjAEhISODWrVvMmDGDjh07snr1anx8fLIrbKOuXbvStWtXANRqNadPnyYoKAhHR0c++ugjAAoVKsTatWuNv0lKSuL8+fOMGzeOXr16sXXr1mxrmDMqISGBzz77jHv37tGvXz+qVKmCWq1m3bp1fPbZZ0ydOpUWLVoY02dkO+V2+Wc2DxmVMh8ppTypzi7ZmYfU9SwhIYH9+/czfvx4bG1t6datW67HnZSUxJdffsnp06fp06cPgYGBaLVaDh48yOTJk9m7dy+zZs1CpVIZlz1y5Ehj/dLpdDx8+JDx48fTtWtXdu3aZXJilBv5aNq0KYcOHTL77c6dOxk3bly6F6fbtm1j6NChfPjhhwQFBWXrfm6pngLky5cv08urUqWKyQ00tVrNyZMn+fbbb3ny5AkLFizIcqxp0el09OnTh5CQEHr16sXo0aNxdnbm8uXLzJ07lzZt2rBhwwbjDceU9SIuLo5Dhw4RFBSEp6cnb7/9tnG5KctFr9cTGxvLwoUL6devH6tWraJy5crZmo/slpvtT0ZieF5bntv1JrskJiby8ccfU7x4cWbOnEmBAgW4e/cuM2fO5MMPP2TLli253gmRLDo6mqCgIBYuXPjctC97+adsO5OSkjh58iQjR44kISGB0aNH8/XXXzNw4EDWrl1L27ZtjWkfPHjAtGnT6NSpU7Z1olgyfvx4VqxYwbRp02jevDlHjx7NULkGBAQwadIk1Go1Dg4OADx58oQzZ85QuHBhDh48aHJTISQkhPLly79QJ0oyW1tbdu7cadYRodFo2LVrl/FY07VrVw4cOMBXX33F5s2b8fDwAGDPnj388ssvzJ07l0KFCnH79m0Adu3axR9//EGzZs1eOMYXjd/T0zPT9SPlcQIgPDycFStWMGHCBLy8vF7oGiO1O3fuMHXqVL799luLabJyDpSSRqNh0KBBBAcH8/PPP2frzeSM5KFw4cIZPv9Juc8kJSVx79495s+fz4cffsjy5ctz5EZOymswvV7PkydP+P777+nevTvbt283iyu1lOdKGo2G4cOHs27duhy5YZyWjMSfGXlx/pNdefjuu++oV69erj3EkPpcK/m8ctKkSeh0OsaMGQPA119/zZYtW+jVqxdjxozBxsaG48ePM3PmTHbs2MHixYtNrksy0i7kdh6yuszExEQuX75MUFAQWq022x/mWbt2LRMmTGDUqFFUq1YNvV5PcHAw48eP59GjR8Yb3hndh1PLyWuwUaNGMXjwYOP/AwMDzY4/K1euzNQyU7eht27dYsyYMYwcOZKZM2dmT+BPZTT+jNzD+vzzz9m9ezdff/01mzdvxt7e3pj+xx9/5PHjxyxevDhbOrGeF/fNmzfp1KkTp0+fNnl45ODBg8bzspQdKcePH0epVBIQEGDs1FqzZg2FCxdGp9MRFRXF3r17GTduHHfv3mXgwIEvnAfI3LH12rVrnDx5kuLFi7NixQrGjh2b5jJTLk+r1XLt2jUmTpxIt27d+PPPP7P1/glIR4oQeW7dunW89dZb3L17l5UrV77QRY6Dg4PxCWaAIkWKULFiRZo3b87333/P9OnTsyNkE05OTibr9PPz4+jRo6xbt87YkaJSqUzSAPj4+BAdHc1XX33FxYsXc+RprfT8+OOPXLx4ka1bt1K4cGHj9FGjRhETE8P48eNp0KCBsdHNyHbK7fLPaB4yK3U+clJ25iGtevbRRx+xZ88etmzZkq0dKRmN+5dffiEkJIS1a9dSsmRJY7pSpUpRo0YN2rdvz6JFi+jZs6dxnqurq0k+ChYsyFdffcWHH37IkSNHaNiwYa7nI3W5njt3jmnTptG4cWOLT7nu2LGDoUOH0qVLF4YPH55tMSfL7npqa2trtjw/Pz9u3rzJrFmziI6OxtXVNdvWt2TJEvbv32/2BKiPjw81a9akWbNmLFq0iGHDhgHm9aJYsWLs3buX9evXm3SkpFUu33zzDdu2bWPr1q0vfUdKbrY/GY0hvbY8t+tNdgkODub69eusXr0ad3d3AHx9fZkzZw516tRh69at2foEe2b4+flx8OBB1qxZQ7t27dJN+7KXf1rnPn///Tdbtmxh9OjRNG3alB07djB16lTefvttvLy8AMM+6+XlxdChQ3M0vgkTJrBy5Uq+//573nvvPeP0jJRrrVq1SEpK4syZM7z55psAHD58mPz589OmTRv27NljcsEfEhJi0la9iICAAA4ePMj9+/dN3lz6+++/cXJyMna8KpVKpk6dSsuWLRk9ejQzZ87kzp07jBgxgk8//ZT69eub5fHbb7+lZs2axm2REzIaf2brR+rjhLe3N9988w2HDh1i27Zt2dqR4ufnx6pVq2jcuDG1a9dOM838+fMzfQ6ULGUnysKFC6lWrVq2xZ7RPKR1Xmnp/Cf1PuPj48OcOXPo0KED48aNY8WKFdkef+prsAIFCjB27Fjq1q3L7t2704zLkkKFCnHt2jV++uknBgwYkO2xpiUj8WdGXpz/ZFcevLy8GDlyJMuWLcuVhwvTKqtixYpx9uxZtm3bxpgxY9iwYQPr1q1j6dKlVK9e3ZiuePHiBAYG8v777zNlyhSTTpOMtAu5mYcXXaavry9dunRh8eLF2d6R8vvvv9OmTRuTTvKSJUvy4MEDli5darzhndF9OKWcvgZzdXU1O7dKffzJrLTa0C+//JIhQ4YQExOTrW+lZDT+jN7DmjRpEu3atWPOnDkMGjQIgNOnT7N06VLGjh1rHH0lp+P29vbG29ubf/75x9iREhYWxsWLFxk7dixjx47lyZMnxodKQkJCqFChgvH/AJ6ensblFSxYkDJlymBnZ8e0adNo1aqVybE8qzJzbF23bh0lS5akdevWzJ07l2HDhqXZKZJ6eYUKFWL06NF07tyZv//+O903YLJCvpEiRB4KDQ3l1KlT1KlTh0aNGnH06FGuXbuWretwdXWldevW7N69m8TExGxdtiXJTyY+T/ITT6mHycppSUlJrFu3jtatW5vcPE42YMAAFixYYMzHi2ynnCr/zObhZZRbeVCpVNn6dF1m4l62bBmtW7dO86TD39+fVq1asWzZMnQ6XbrrtLExPPeQV/lIKTo6mv79+1O4cGEmTJiQ5rJ37tzJ4MGD6datW46cwOcme3t7FAqFxSdms0Kv1/Pbb7/RsmVLs2E0wNCGLl269Lk3MzK6b+RE/fl/k9m2PCfqTXZKfjLur7/+Mpnu5ubG5s2badWqVR5EZVC9enXatGnD5MmTuXfvXpaW8TKXf+pj0jfffINCoWDixIkAbN++nQMHDjB16tQcfRNr4sSJrFy5kpkzZ5p0oqQnZbmWKlWKggULcuLECeP8gwcPEhgYSGBgIBcuXODRo0eA4c2I0NDQbBuWqXLlyvj4+LBjxw6T6du2baNJkyYmNyILFSrE2LFj2blzJ5s2bWLYsGEULVrUpJMn2ZAhQ1CpVFm6AZdT8b9o/VAoFNjZ2RmPA9mlZcuWBAQEGB+8SE2n02X5HCi5E+XIkSP88ssvOdKJkpE8pJaR85+UbG1t6dSpEydOnMhyW5ZZWT3eFy1alN69e7NgwQLOnj2bE6FlSHafr+TF+U9W1jlp0iRCQkJYunRpToWVIfb29sb4ly5dSt26dU06UZIVLlyYTz75hA0bNhAdHW2cntl9KiekzEN2yKlraaVSycmTJ4mMjDSZ3rNnT1atWpXl5b5K12AODg65PmpJRqS+h+Xv70+PHj1YtGgRly5dQqvVEhQURN26dZ/7QFB2q1mzJidPnjT+/9ChQ8ahzu3t7Tl8+LBxXkhISIbeem7fvj22trZZelMwIywdW7VaLZs2bTLeg4uNjWXr1q0ZXm7y20HZff4D0pEiRJ5au3YtTk5O1K1bl3fffRdbW9tMvwaZEWXLlkWtVnP9+vVsX3Zqp0+fZuvWrc89aFy8eJGffvqJSpUqUaJEiRyPK6Vbt27x5MkTqlatmub8ggULUrlyZeMNmBfdTjlR/pnNw8sop/OgVqtZv349wcHBNGnS5EVCNZHRuK9fv55uOjA8lfrw4UNu3bqV5ny9Xs/169eZNm0aBQoUSHdZmZXV8h8xYgRhYWHMmjUrzaeDdu3axaBBg3jjjTeMT+VYI71ez4kTJ/j1119p1KgRTk5O2bbs27dvc+fOnXSf1vP19bV4Ea7T6Th06BDBwcG0adMm3XVFREQwceJE1Go1jRo1eqG4/99lpC3PyXqTnQICAqhYsSLDhg3jvffeY+zYsfzxxx9ERERQokQJ41sqeWXkyJG4uroSFBSUqd+9zOWfmJjIX3/9xaZNm0yOSfnz5+frr7/mjz/+YO/evUyaNIkePXrw+uuv51gskydP5tdff6V79+4ZeuvTUrkGBASYXbDXqVOHypUr4+rqahxq4Z9//sHBwSFbb4g3adLEpCMiMTGRP//8M81huZo0aULr1q0ZOXIkFy9eZMaMGWk+xJMvXz7Gjh3L7t272bJlS7bF+iLxv0j9iIuL4+effyY0NDTbO0cVCgUTJkwgMjKSKVOmmM2/du1als6BtFotQ4YMYefOnXz11Vc5uh88Lw+pPe/8Jy1ly5YF4MKFCy8Ua0Y8ePCAb7/9FicnJ+rVq5fp33/++eeUK1eOESNG5NrDdym9aPyp5cX5T1bz8Oabb9K5c2dmzJjBjRs3cjDCtGk0GuPxqVWrVqjVas6fP59umx0QEEBiYiJnzpwxTsvsPpWdUuchO1y9epUVK1bkyM3w7t27c+7cOerWrUvPnj35+eefOX36NK6urlm+N/KqXIMB3L9/n8WLF9O4ceNs/0bKi7B0D+uLL76gZMmSjBs3jmXLlvHw4UPGjRuX6/HVrl2bU6dOGR9QSD4vs7Ozo2bNmhw8eBAwDMV65cqVDHWkODs7U6RIkWz/VlYyS8fWgwcP8vDhQxo3bkyxYsWoUKFChjsZb926xbRp0/Dx8TG+NZ2dZGgvIfKIRqNh8+bNNGjQAAcHBxwcHAgMDGTjxo0MGjTIZHzFF+Xm5gZg8sRIdpk/fz6LFy8GDE+4JyUl8frrr5t81+Lu3btUqVLF+P/ExERcXFyMH4PL7o+AP0/ykx8ZuVGUHdspJ8o/M3kA2LJlCzt37jSbnpiYaHaRm1baatWqZWi8+szIbB6eJ3U9i4uLw9XVlU8++SRbh6jJaNzJ6dIbvzZ5Xnh4OMWKFQMMT58mn3glJSWh0WioUKECc+bMydYTyayU/y+//MLu3buZNm0aZcqUMZt/+fJlBg0aRM2aNQkODubPP//M1qHIUrJUpxs2bMi0adMyvbyQkBCT+pOQkICnpydNmzbN9mEukp/STv0Nil69enH06FHj/318fPjjjz8A03qRkJCAVqulYcOGZh9QTlkuWq2WhIQEfH19mThxYrYPa5GZduVFlpkT7U9WpNWW52a9yU52dnYsX76cpUuXsmPHDlasWMHvv/+OjY0NHTp0YMSIEbn+tmhKLi4ujBs3ju7du7N69Wrat2+fZrqXvfxTxhYfH4+9vT1NmzY1u8HRvHlztm/fTt++fSlbtqzJGNbZbfXq1URFRVG1alV+++032rZti6+vr0majJZr8ndS9Ho9Fy9eJCwsjDp16qBSqYzDV73//vscP36c6tWrZ+u5bZMmTVi0aBEPHjygYMGCBAcH4+npafFbFO+++y7r16+nWLFi6X6z7t1336V58+aMHz+eWrVq5dhQg5mJP6P1I+VxQq/Xk5CQQPny5fnhhx/MhjHLDr6+vnz11VeMHj2a9957z+SNo6yeA82cOZOkpCT8/f356aefeO+993J0eL708pDS885/LMmtazCNRkNiYiKlSpXihx9+MNbx1PtyMn9/f5YvX24yzcbGhkmTJtGmTRvmzJmTbePh50T8SUlJFChQwGRabp7/ZCYPGTV48GD279/PiBEj+O2333IiXKPU51pqtRofHx+6detGr169ePz4MXq93mTIn9RS7r8pZXSfyuk8vOgyk+9rFC1aNEeGOm3cuDGFChVi6dKlBAcHs3//fsAwdNrEiRONnVgZ3Ydz8xoso1JfmyfTaDRm01LmM3n/9fDwyJPOiGSZuYdlZ2fHpEmT6NChAydOnOC7777Lk6GKAwICiI6O5tKlS5QtW5bg4GDjd0UCAwOZP38+YChvR0fHNLdPWlxdXXPkOJbesXX9+vUUKlTIuC80b96cKVOmcPr0abM2PWU+kpKSsLW1JTAwkEmTJuXIQ1XSkSJEHtm/fz+PHj0yefKsWbNm7Nu3j+3bt/P+++9jY2NjccgfnU6X4dfUkhu95JP57NSxY0e6dOkCGA6KN27cYMaMGXz00UesWbMGMIwXu2zZMsBwQJo8eTJOTk4MGjQoTz5mm7zOJ0+ePDdtRrbT8+RE+WcmDwANGjRgyJAhZtOnT59utoy00ubEa82ZzcPzpKxnCoXCOM5tdr8SnNG4ky8w0jvpSL7RkHI/6Nevn/HJOZVKRb58+bL9A2kp15nR8j958iTfffcdnTp1omXLlmmmiYiIYOjQoXTv3p0ePXowatQoKlasaDIGfHaxVKeTT5Yy235WrFjR+O2L0NBQxo0bR/ny5enfv3+2n4Al143Ur/OPHTsWtVoNwLJly9i7d69xXsp6kfwBzGnTpvHll1+afFA7ZbkolUpcXFzSvZH1IjLSrmR2O+RW+5MVabXluVlvspuDgwM9e/akZ8+eREREcOzYMTZu3Mjy5ctxdHTM8e9zPM9bb71Fu3btmDJlisUbMS97+W/cuBEwHJPs7e3x8vKy+JblwIED+fPPPxkwYECOdmLFxMTw888/U65cOVq0aMHgwYP57bffTPbFjJZrQEAAT5484erVqxw6dAh/f3/jsaVOnTrMnj0bMFywZ/cH3CtWrIifnx87d+7k448/Ztu2bRbX8fjxY0aPHk2tWrU4duwYc+fOTbezKigoiObNm/PNN9/w008/ZWvcWYkfMlY/ko8TGo2G7du3s2jRItq3b5+tb+Wm1qFDB3bu3ElQUJDJkBtZPQdKHhLM3t6eVq1a8fXXX/PDDz/kTPBPWcpDsoyc/1iSW9dgSqUSDw8Ps06nlPtySpY6NcuVK8eXX37J7Nmzc/wm7IvEn/ocCXL3/CdZRvKQUY6OjkyaNInOnTuzdOnSHC3/5LLS6/WcPn2aCRMmULt2bXr16oWNjQ0eHh4oFIp0h+eKiooCzB8KgufvU7mRB3ixc1CNRsP9+/eZN28e7dq1Y+PGjdlen9544w3eeOMNdDodFy5cYP/+/fz222/06NHD+I2djO7DuXkNllEpr81T2rVrl1meUuZTq9Xy+PFjli5dSocOHVizZk2uj2ACmb+HVbFiRRo2bMidO3do3LhxbocLGB7CK1asGCdOnCAxMZGoqCjjQ3d16tRh3LhxXLt2jZCQEGrUqJHh882YmBizzusXld6xNTw8nL1799K5c2fjvZymTZsydepUVq5cadaRkny+/fjxY3744QceP37MgAEDKFKkSLbGnEyG9hIij6xfvx6APn364O/vj7+/v/EjZsnDRrm5uRlPUlKLjIzM8JPk//33H05OThQvXvzFA0/F3d2dYsWKUaxYMUqVKkWDBg0YM2YMFy5cMI7BaGNjY0wTEBDAokWLuHXrFj179syTV8f9/Pzw8vIyGdc7pdDQULp27crly5cztJ2eJyfKPzN5AMMrmcnbIOVfWjfo00pbsGDBbIs9q3l4npT1rGjRohQoUCBHxlXNaNwajQZvb2+OHz9ucVnHjh3D29vb5CCfP39+Yz6KFCmSI50okLnyDw8PZ8CAAZQvX54RI0ZYXGbVqlXp3r07gHE89yFDhqDVarM9fkt1Ovnpn8y2nw4ODsZlNGjQgAULFvD3338zaNAg9Hp9tsbu5+eHt7e3ydsnYBhOLTmG1PGlrBdlypShadOmDBw4kAMHDpjsIynLxc/PL0dvImSkXcnsdsit9icr0mrLc7PeZKc1a9bw+++/G/+fL18+3nvvPebOnct7771nfDIyrw0fPhw3NzeLQ3zlZfk/evTIZJiD5PWl7ChJeUwqWLBgukNVJncY5nTH4ccff0zNmjXx8PBg0qRJ/Pvvv8yaNcssloyUa8GCBSlRogQnT54kODjYpMMrMDCQhw8f8t9//3HhwoUMDR+RWcnDYyUkJLBnz540P6au1+sZNmwYdnZ2zJ49m27dujF37lz+/fdfi8tNHuJrz549bNq0Kdvjzkz8yTJSP5KPE6VKlaJPnz5069aNMWPGsG3btmyPPaXx48cTHR3NpEmTjNOKFi2apXOgAQMGUKZMGYoWLcqIESPYvn07q1evztH4Ie08ABk+/7Hkv//+A+C1117LljhTSnkN5ufnl+YN/JT7csq/9G6u9ujRw5jfnLxOe5H407oGzs3zn8zkITOqV69Oly5dcnyIr+SyKl68OC1btuTHH39k7dq1jB8/HjDcpK9UqVK6++/Ro0exs7OjYsWKac63tE/lVh7gxc5BS5UqRZ06dZg+fTr379/P1nb0/v37jB07lvv37wOGTjh/f3969+7NkiVLiI2NNZZ9Rvfh3LwGy6iU1+Yp//Lnz2+WNmU+S5YsyZtvvsl3332HVqvNlWNAWrJyD8vR0TFHv2+XEbVq1eLff/8lODiYypUrGzvyS5Qoga+vLyEhIRn+PgpAbGws165ds/jGb1Y879i6ZcsWkpKS+PXXX4334Bo0aIBer2fbtm1mD2kkb6eqVasyf/58FAoF3bp1IyIiIttiTkk6UoTIA48fP2b//v20bt2ajRs3mvy1adOGkydPcunSJSpWrMi1a9fMXpkFw3jTlSpVeu66YmJi2LhxI40bN861YTqSL7ItPQHi5eXFhAkTOHfuHDNnzsyVmFJSKpW0bduW9evXp/nxx4ULF3LmzBmcnJwytJ3Sk1Pln9E8pB6u42VirXnITNyffvopa9euJTQ01Czd5cuX2bhxI507d86Tb9lkJh9Dhw5FrVYzc+bMdD+emfLJLm9vb8aNG8fx48dz7Ine9Lxo+1m6dGmGDBnCX3/9le3frlKpVHz88cds3LjR4rjpGfkw7fPa2pdBhQoVOHv2rNkFR2JiIqdPn87QcexlkNG2PCfrTXa6cuUKs2fPTvNpUzc3tzQvcvOCi4sL48ePJzg4mM2bNz83fW6W/6JFi0yG6Err6fqXUcp2OjAwkM6dO/Pzzz9z5MgRi79Jr1xr167NiRMnOHnypMlFua+vL8WLF2f58uV4enpSrly5bM9LkyZNOHHiBOvWrcPPz49SpUqZpVmwYAFHjhxh+vTpuLq60q9fP2N+0nvaumHDhrRo0YIJEybk2EeTMxL/i+jduzdvvPEG33zzDQ8fPszWZafk4+PD8OHDWbt2LSEhIYDhOJeVc6CU/27fvj3169dn4sSJXLlyJcfit5QHvV6f4fOftGi1WlatWkWNGjVemgcCMsLGxobJkydz/fp1Fi1alNfh/N8ZPHgwhQoVYsyYMbm2zlq1avHZZ5+xYsUKDhw4AEDXrl3Zt2+f2UM/AA8fPmTJkiW8//77Ft+2Smufyklp5SE77qXkxLm2nZ0da9asSfO8Jrk8vby8MrXMl+kaLDvpdLqX5sGkvL6HlVG1a9fm9OnTHD9+3KyzJDAwkJCQEM6fP5/hjpTVq1ej1+vTfdgjMzJybF2/fj1ly5Zl06ZNJvfgxowZQ3x8fLoPuTg6OjJ9+nQePXrEt99+my0xpyYdKULkgc2bN6PRaOjRowdly5Y1+evVqxdKpZKVK1fSsGFDihYtSq9evThy5Ah37tzh33//ZejQody6dYtPP/3UZLlqtZqwsDDCwsK4e/cuhw4domfPnuj1+hwbKzwuLs64zocPHxISEsLEiRMpUKCA2dj9KdWrV4+WLVvyyy+/cO7cOZM8HDhwwOwvu4Z/StarVy+KFy9Op06d2LhxIzdv3uT06dOMGDGCjRs3Mm7cOHbt2pWh7ZQy9tws/4zk4WUY2iQ9mcnDjRs3zOrFsWPHXuq4u3btSt26dfnoo49Yvnw5N27c4MaNGyxfvpzOnTtTq1YtevTokSd5yGg+ksfuHTlyJLa2tsY6nvyX1sVJskaNGvHBBx8wd+7cdJ9qy4qU+1vqv8TExEy3n2np1KkT1atXZ/r06Tx48CBb4+/evTv169enU6dOzJs3jwsXLnD79m327t1L165dWbduHbVq1TKmj46ONubvwYMHHDp0iB9//BF/f3/jx2xfRm3btkWn09GnTx9OnjzJnTt3OHbsGF988QU2Nja0bds2r0M086JteU7Wm8x48OBBmsdTgM8++wylUkmXLl34888/uX37NmfOnGHevHls3rw5y+OL54Q6derQoUMHbt68maH0uVX+tWvX5sqVK2zYsIFbt24xc+ZM3NzcMjze9MtiyJAhlChRgqFDh6bbnlsq14CAALZv345CoTD7NtJbb73F9u3bCQgIyJE3RF977TWKFSvGd999l+awWCdPnuTHH3/kiy++MMZmZ2dnzMPzLrCDgoKws7MzG4Yxt+J/USqVigkTJhAfH5/j48y3a9eOwMBAkw/HZ8c50IQJE3BycmLgwIEkJCTkah7mz5+f4fOfpKQk4/R79+4REhJC3759uX79OqNGjcrRuNOTMq7Uf/Hx8RZ/V6ZMGfr27ZvhdldYlt6xOC0ODg5MmDCB27dv52KU0L9/f4oXL86YMWOIjY2lSZMmfPLJJ3z++ef8/PPPhIaGcuvWLTZu3EjHjh2NHSXpSatdyM08vMi9lLCwMM6ePcuoUaNwcnIyDq+bHTw9PenevTs//vgjM2bM4Pz589y6dYt9+/bRp08fatasSfXq1YGs78M5eQ2WE1Ln89KlS4wcOZLExESaN2+e1+EZWbqH9TKpWbMmN2/e5MSJE2ZD4wYGBrJr1y68vLzSfHgjPDzceF/v8uXLLFiwgO+//55evXpRtGjRbInvecfWU6dOceHCBTp37mx2D65Dhw74+fk996Pz5cuXp3v37mzbts1sGMjsIN9IESIPrF+/ntq1a1OyZEmzeUWLFqVhw4Zs3ryZIUOG8Ntvv/HDDz8wYsQIHj16hJubG9WqVWPlypVmjdn27dvZvn07YHgqwdvbm4YNG/L999/n2JNQixcvNn5kL3ls2OQL7ee91jhy5EgOHTpEUFCQ8Xsqjx8/TvOiaunSpdSsWTPb4nZ0dOS3335j8eLFLFiwgLt37+Lg4IC/vz/Lli2jevXqtGjRIsPbCXK//DOSh5ddZvKwZcsWtmzZYvJ7X1/fHDk4Pk9G41Yqlfz4449s3LiRVatWMWPGDPR6PWXKlGHIkCG0bds2R24uZWc+unTpYhwaJS3P2wZBQUEcO3aMIUOGsGnTpnQ/XJkZKfe31H788UcaN26cqfYzLQqFgvHjx9OqVSvGjBnD3LlzsyV2MNSNH374ge3bt7Nu3TqWLl1KVFQUXl5eVK9end9++40333zTmH7ixInGV/VVKhX58+endu3aDBo0KE/r0PN4enqyatUqfvzxR/r27cuTJ0/w8PAgMDCQcePGZXiIytz0om15TtabzDh8+LBxiM2ULl68SKFChVizZg1z5sxh4sSJhIWFYW9vz+uvv86iRYtM6t7LYNiwYRw6dChDaXOr/N966y2GDx/OrFmzePToEWXLlmXu3Lm4uLjkyPpyioODA1OnTqVjx44MHz7c4nA4lsq1Zs2aqNVq6tWrZ/a2VmBgIMuWLcuRYb2SNWnShLlz55o9KRkVFcXgwYOpXLkyvXv3NplXpkwZBg8ezKRJk6hXrx6vv/56msv28PBg7NixfPHFF7kef3YpXbo0vXr1YtasWezevZt33303R9YDhqF8WrRoYfx/dpwD5c+fn/Hjx9O7d28mTZqU40/pp8xDcHBwhs9/Tp48abxhpVKp8PT05K233mLt2rXZ/qZRZqSMK7Vhw4bRrVs3i7/t3r07u3fv5syZMzkV3v+F9I7FllSvXp2PP/6YJUuW5GBkpuzt7Rk3bhwff/wxM2bMICgoiOHDh1OjRg2WLVvGokWLSExMpHjx4nTu3JnOnTtn6C2t1O1CTkorD1m9l6JQKHBzc6NSpUr88ssv2X4tP2DAAIoXL87q1atZvnw5arUaHx8fmjRpwueff25M9yL7cE5dg+WElPlUKBQ4OztTvnx55s2bZ3H4uLyS+h5WXowskZ58+fJRrlw5bt++bfYtkYCAABITE6ldu3aav23Xrp3x305OTvj7+zNlypRsPUd53rHVyckJNze3NL9JplQq+eSTTxg/fvxz33T74osv2LlzJ2PHjqVGjRrZen6u0L8s70kJIYQQQgghhBBCCCGEEEK8ZGRoLyGEEEIIIYQQQgghhBBCCAukI0UIIYQQQgghhBBCCCGEEMIC6UgRQgghhBBCCCGEEEIIIYSwQDpShBBCCCGEEEIIIYQQQgghLJCOFCGEEEIIIYQQQgghhBBCCAukI0UIIYQQQgghhBBCCCGEEMIC6UgRQgghhBBCCCGEEEIIIYSwQDpShBBCCCGEEEIIIYQQQgghLJCOFCGEEEIIIYQQQgghhBBCCAukI0UIIYQQQgghhBBCCCGEEMIC6UgRQgghhBBCCCGEEEIIIYSwQDpShBBCCCGEEEIIIYQQQgghLPgfJtU3awYDZmEAAAAASUVORK5CYII=", "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": 44, "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": 45, "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": 46, "id": "7d099876", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "c9dd18f431984177b999d6899dead5c0", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/22 [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": 49, "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": 50, "id": "51a65b68", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "373a7d53234745189ebd7736a997308f", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/22 [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": "markdown", "id": "ecebe08d", "metadata": {}, "source": [ "* Consistent factor exposures with convergence to labor market tightening and terms-of-trade." ] }, { "cell_type": "code", "execution_count": 53, "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": 54, "id": "551b8420", "metadata": {}, "outputs": [ { "data": { "image/png": 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xcatPNL_RIDGEPNL_ADA_RIDGELONG
Return %6.81288910.3928271.590108
St. Dev. %10.010.010.0
Sharpe Ratio0.6812891.0392830.159011
Sortino Ratio0.9559541.5138830.217356
Max 21-Day Draw %-18.898477-17.584196-21.939666
Max 6-Month Draw %-33.310015-28.709281-25.589386
Peak to Trough Draw %-40.459371-35.062344-72.308131
Top 5% Monthly PnL Share0.6565020.4997432.581361
EUR_FXXR_NSA correl0.3589280.3935270.498466
USD_EQXR_NSA correl0.2665570.2535980.326144
Traded Months257257257
\n", "
" ], "text/plain": [ "xcat PNL_RIDGE PNL_ADA_RIDGE LONG\n", "Return % 6.812889 10.392827 1.590108\n", "St. Dev. % 10.0 10.0 10.0\n", "Sharpe Ratio 0.681289 1.039283 0.159011\n", "Sortino Ratio 0.955954 1.513883 0.217356\n", "Max 21-Day Draw % -18.898477 -17.584196 -21.939666\n", "Max 6-Month Draw % -33.310015 -28.709281 -25.589386\n", "Peak to Trough Draw % -40.459371 -35.062344 -72.308131\n", "Top 5% Monthly PnL Share 0.656502 0.499743 2.581361\n", "EUR_FXXR_NSA correl 0.358928 0.393527 0.498466\n", "USD_EQXR_NSA correl 0.266557 0.253598 0.326144\n", "Traded Months 257 257 257" ] }, "execution_count": 54, "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": "e8fcd5b1", "metadata": {}, "source": [ "###### DM and EM comparison" ] }, { "cell_type": "code", "execution_count": 55, "id": "794a9ce4", "metadata": {}, "outputs": [ { "data": { "image/png": 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xcatPNL_RIDGEPNL_ADA_RIDGELONG
Return %4.8646476.487323-1.873782
St. Dev. %10.010.010.0
Sharpe Ratio0.4864650.648732-0.187378
Sortino Ratio0.6954440.949653-0.259335
Max 21-Day Draw %-15.040752-11.86937-18.597592
Max 6-Month Draw %-32.234893-25.47533-27.286586
Peak to Trough Draw %-36.153225-28.572126-93.991435
Top 5% Monthly PnL Share0.8638840.784391-1.916001
EUR_FXXR_NSA correl0.3730750.4731480.586398
USD_EQXR_NSA correl0.1165360.1322920.187183
Traded Months257257257
\n", "
" ], "text/plain": [ "xcat PNL_RIDGE PNL_ADA_RIDGE LONG\n", "Return % 4.864647 6.487323 -1.873782\n", "St. Dev. % 10.0 10.0 10.0\n", "Sharpe Ratio 0.486465 0.648732 -0.187378\n", "Sortino Ratio 0.695444 0.949653 -0.259335\n", "Max 21-Day Draw % -15.040752 -11.86937 -18.597592\n", "Max 6-Month Draw % -32.234893 -25.47533 -27.286586\n", "Peak to Trough Draw % -36.153225 -28.572126 -93.991435\n", "Top 5% Monthly PnL Share 0.863884 0.784391 -1.916001\n", "EUR_FXXR_NSA correl 0.373075 0.473148 0.586398\n", "USD_EQXR_NSA correl 0.116536 0.132292 0.187183\n", "Traded Months 257 257 257" ] }, "execution_count": 55, "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_dmfx,\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, DM: 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": "code", "execution_count": 56, "id": "200a4ada", "metadata": {}, "outputs": [ { "data": { "image/png": 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xcatPNL_RIDGEPNL_ADA_RIDGELONG
Return %6.1129089.7442312.973157
St. Dev. %10.010.010.0
Sharpe Ratio0.6112910.9744230.297316
Sortino Ratio0.853081.4105050.405547
Max 21-Day Draw %-18.679799-16.930149-20.324754
Max 6-Month Draw %-29.83146-25.699652-24.494762
Peak to Trough Draw %-37.013071-32.10987-58.383761
Top 5% Monthly PnL Share0.7123410.4834181.345372
EUR_FXXR_NSA correl0.2885610.2603810.379631
USD_EQXR_NSA correl0.2826410.2541260.340862
Traded Months257257257
\n", "
" ], "text/plain": [ "xcat PNL_RIDGE PNL_ADA_RIDGE LONG\n", "Return % 6.112908 9.744231 2.973157\n", "St. Dev. % 10.0 10.0 10.0\n", "Sharpe Ratio 0.611291 0.974423 0.297316\n", "Sortino Ratio 0.85308 1.410505 0.405547\n", "Max 21-Day Draw % -18.679799 -16.930149 -20.324754\n", "Max 6-Month Draw % -29.83146 -25.699652 -24.494762\n", "Peak to Trough Draw % -37.013071 -32.10987 -58.383761\n", "Top 5% Monthly PnL Share 0.712341 0.483418 1.345372\n", "EUR_FXXR_NSA correl 0.288561 0.260381 0.379631\n", "USD_EQXR_NSA correl 0.282641 0.254126 0.340862\n", "Traded Months 257 257 257" ] }, "execution_count": 56, "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_emfx,\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, EM: 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": 57, "id": "d6cd9a7e", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "841514f551284b848c8baedd7b10f148", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/22 [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": 61, "id": "83fd588e", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "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": 60, "id": "84964855", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "8bccc78db4e54ad3a61b30adcb983d40", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/22 [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": "markdown", "id": "7eb979ae", "metadata": {}, "source": [ "* Higher PnL generation from boosting came at the price of noise. \n", "* This indicates incorrect learning rate specification; the grid should be made finer. " ] }, { "cell_type": "code", "execution_count": 64, "id": "e60d97fc-8361-4e5f-9153-d9fb84935da3", "metadata": {}, "outputs": [ { "data": { "image/png": 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xcatPNL_RFPNL_ADA_RFLONG
Return %7.3176337.9701841.590108
St. Dev. %10.010.010.0
Sharpe Ratio0.7317630.7970180.159011
Sortino Ratio1.0346821.1546370.217356
Max 21-Day Draw %-19.166391-17.723897-21.939666
Max 6-Month Draw %-36.888144-33.801125-25.589386
Peak to Trough Draw %-46.909717-42.073355-72.308131
Top 5% Monthly PnL Share0.6517630.6108132.581361
EUR_FXXR_NSA correl0.310330.0724720.498466
USD_EQXR_NSA correl0.2821910.0863410.326144
Traded Months257257257
\n", "
" ], "text/plain": [ "xcat PNL_RF PNL_ADA_RF LONG\n", "Return % 7.317633 7.970184 1.590108\n", "St. Dev. % 10.0 10.0 10.0\n", "Sharpe Ratio 0.731763 0.797018 0.159011\n", "Sortino Ratio 1.034682 1.154637 0.217356\n", "Max 21-Day Draw % -19.166391 -17.723897 -21.939666\n", "Max 6-Month Draw % -36.888144 -33.801125 -25.589386\n", "Peak to Trough Draw % -46.909717 -42.073355 -72.308131\n", "Top 5% Monthly PnL Share 0.651763 0.610813 2.581361\n", "EUR_FXXR_NSA correl 0.31033 0.072472 0.498466\n", "USD_EQXR_NSA correl 0.282191 0.086341 0.326144\n", "Traded Months 257 257 257" ] }, "execution_count": 64, "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": "9f5675f7", "metadata": {}, "source": [ "###### DM and EM comparison" ] }, { "cell_type": "markdown", "id": "4962dc93", "metadata": {}, "source": [ "* DM performance boosted but the noise comes from EM.\n", "* Supports theory of too high learning rates; attempting too much EM over-correction.\n", "* Raises question on whether it is more valuable to produce DM/EM-only signals based on DM/EM-only data or more valuable to train globally and restrict analysis to DM/EM.\n", "* Boosted random forests achieved lower correlations with EUR-USD excess FX returns than the boosted ridges." ] }, { "cell_type": "code", "execution_count": 65, "id": "d8af9491", "metadata": {}, "outputs": [ { "data": { "image/png": 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xcatPNL_RFPNL_ADA_RFLONG
Return %6.1191736.433992-1.873782
St. Dev. %10.010.010.0
Sharpe Ratio0.6119170.643399-0.187378
Sortino Ratio0.87270.92888-0.259335
Max 21-Day Draw %-16.316119-17.868455-18.597592
Max 6-Month Draw %-28.17934-31.031625-27.286586
Peak to Trough Draw %-32.981545-35.300397-93.991435
Top 5% Monthly PnL Share0.6567540.639637-1.916001
EUR_FXXR_NSA correl0.193762-0.04710.586398
USD_EQXR_NSA correl0.1495770.0454820.187183
Traded Months257257257
\n", "
" ], "text/plain": [ "xcat PNL_RF PNL_ADA_RF LONG\n", "Return % 6.119173 6.433992 -1.873782\n", "St. Dev. % 10.0 10.0 10.0\n", "Sharpe Ratio 0.611917 0.643399 -0.187378\n", "Sortino Ratio 0.8727 0.92888 -0.259335\n", "Max 21-Day Draw % -16.316119 -17.868455 -18.597592\n", "Max 6-Month Draw % -28.17934 -31.031625 -27.286586\n", "Peak to Trough Draw % -32.981545 -35.300397 -93.991435\n", "Top 5% Monthly PnL Share 0.656754 0.639637 -1.916001\n", "EUR_FXXR_NSA correl 0.193762 -0.0471 0.586398\n", "USD_EQXR_NSA correl 0.149577 0.045482 0.187183\n", "Traded Months 257 257 257" ] }, "execution_count": 65, "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_dmfx,\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": "code", "execution_count": 66, "id": "285736fd", "metadata": {}, "outputs": [ { "data": { "image/png": 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xcatPNL_RFPNL_ADA_RFLONG
Return %6.5901917.195542.973157
St. Dev. %10.010.010.0
Sharpe Ratio0.6590190.7195540.297316
Sortino Ratio0.9256451.0413250.405547
Max 21-Day Draw %-18.007629-14.808436-20.324754
Max 6-Month Draw %-37.684207-30.938681-24.494762
Peak to Trough Draw %-48.365595-44.022846-58.383761
Top 5% Monthly PnL Share0.7241940.6831421.345372
EUR_FXXR_NSA correl0.3090240.1149170.379631
USD_EQXR_NSA correl0.2853830.080320.340862
Traded Months257257257
\n", "
" ], "text/plain": [ "xcat PNL_RF PNL_ADA_RF LONG\n", "Return % 6.590191 7.19554 2.973157\n", "St. Dev. % 10.0 10.0 10.0\n", "Sharpe Ratio 0.659019 0.719554 0.297316\n", "Sortino Ratio 0.925645 1.041325 0.405547\n", "Max 21-Day Draw % -18.007629 -14.808436 -20.324754\n", "Max 6-Month Draw % -37.684207 -30.938681 -24.494762\n", "Peak to Trough Draw % -48.365595 -44.022846 -58.383761\n", "Top 5% Monthly PnL Share 0.724194 0.683142 1.345372\n", "EUR_FXXR_NSA correl 0.309024 0.114917 0.379631\n", "USD_EQXR_NSA correl 0.285383 0.08032 0.340862\n", "Traded Months 257 257 257" ] }, "execution_count": 66, "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_emfx,\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": 69, "id": "6dd91f86", "metadata": { "tags": [ "pnl::pnl::PNL_ADA_RIDGE" ] }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
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xcatPNL_RFPNL_ADA_RFPNL_RIDGEPNL_ADA_RIDGELONG
Return %7.3176337.9701846.5194039.8896111.590108
St. Dev. %10.010.010.010.010.0
Sharpe Ratio0.7317630.7970180.651940.9889610.159011
Sortino Ratio1.0346821.1546370.9126721.4289180.217356
Max 21-Day Draw %-19.166391-17.723897-19.189374-18.614839-21.939666
Max 6-Month Draw %-36.888144-33.801125-33.886467-30.669504-25.589386
Peak to Trough Draw %-46.909717-42.073355-41.159548-37.456344-72.308131
Top 5% Monthly PnL Share0.6517630.6108130.6788570.4902252.581361
EUR_FXXR_NSA correl0.310330.0724720.3627050.4059520.498466
USD_EQXR_NSA correl0.2821910.0863410.267950.2611570.326144
Traded Months257257257257257
\n", "
" ], "text/plain": [ "xcat PNL_RF PNL_ADA_RF PNL_RIDGE PNL_ADA_RIDGE LONG\n", "Return % 7.317633 7.970184 6.519403 9.889611 1.590108\n", "St. Dev. % 10.0 10.0 10.0 10.0 10.0\n", "Sharpe Ratio 0.731763 0.797018 0.65194 0.988961 0.159011\n", "Sortino Ratio 1.034682 1.154637 0.912672 1.428918 0.217356\n", "Max 21-Day Draw % -19.166391 -17.723897 -19.189374 -18.614839 -21.939666\n", "Max 6-Month Draw % -36.888144 -33.801125 -33.886467 -30.669504 -25.589386\n", "Peak to Trough Draw % -46.909717 -42.073355 -41.159548 -37.456344 -72.308131\n", "Top 5% Monthly PnL Share 0.651763 0.610813 0.678857 0.490225 2.581361\n", "EUR_FXXR_NSA correl 0.31033 0.072472 0.362705 0.405952 0.498466\n", "USD_EQXR_NSA correl 0.282191 0.086341 0.26795 0.261157 0.326144\n", "Traded Months 257 257 257 257 257" ] }, "execution_count": 69, "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 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)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.13" }, "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": "HBoxModel", 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