{ "cells": [ { "cell_type": "markdown", "id": "ae06de63-93aa-4f86-9b58-edd377e4ad67", "metadata": {}, "source": [ "# Research Pricing Framework\n", "\n", "## Overview \n", "\n", "DRAFT VERSION\n", "\n", "Pricing involves evaluating the fair value price or forecasting the future price whenever an action is required. The examples shown so far have been based on fixed time intervals (i.e., a physical clock), meaning that the price is evaluated at regular time frames.\n", "\n", "This framework, however, can be extended beyond time-based sampling. For example, one may use a volume clock, an event clock, or even react to every tick. For now, we will keep the focus on fixed intervals, which allow accelerated backtesting through preprocessing of market data and can be applied across multiple assets, while leaving further extensions for future exploration.\n", "\n", "From a research perspective, the fair value can be quickly computed using pre-resampled data. For instance, if prices are resampled at 100ms intervals (our running interval in the tutorials), the fair price can be readily computed within that framework. We will now demonstrate how this framework can be generalized for research purposes.\n", "\n", "An interesting finding is that pricing models on the returns of a primary exchange can often be transferred to other venues, outperforming models calibrated individually for each exchange. For example, a model on Binance Futures can be effectively applied to Bybit, OKX, Hyperliquid, and other venues. This observation also points to the existence of lead-lag relationships between exchanges, reinforcing the idea of cross-exchange pricing dependencies.\n", "\n", "While some variation may arise due to differences in product structures, fee schedules, or exchange-specific microstructure, the overall transferability can remain strong. The extent of divergence depends heavily on the time horizon of the model. In these contexts, latency becomes a decisive factor—faster transmission of information across exchanges can materially improve performance, a result that can be confirmed through low-latency backtesting.\n", "\n", "This transferability extends beyond exchanges to individual trading pairs. A pricing model on BTCUSDT can also be applied to other pairs, such as ETHUSDT.\n", "\n", "This effect is primarily driven by the strong correlation between BTCUSDT and these pairs. The degree of dependence—how strongly one pair tracks another—differs by pair and must be quantified. Publicly available peer group analyses can serve as a useful starting point for understanding these dynamics.\n", "\n", "Finally, it is always essential to validate whether the strategy is robust over longer periods. Sustained performance over time is the ultimate test of a pricing." ] }, { "cell_type": "markdown", "id": "a6cfba98-4264-4c42-945e-81afd0b86950", "metadata": {}, "source": [ "## Prepare Data\n", "\n", "For demonstration purposes, We will use futures together with their underlying spot data, price returns, and order book imbalance—which, along with funding, represent the most fundamental price drivers—for pricing. [Tardis.dev](https://www.tardis.dev) provides free access to data from the first day of each month.\n", "\n", "Download the Binance Futures dataset." ] }, { "cell_type": "code", "execution_count": 1, "id": "f487efce-3437-4621-b1ea-0f2a6716f4e7", "metadata": {}, "outputs": [], "source": [ "# symbol_list = ['BTCUSDT', 'ETHUSDT', 'SOLUSDT', 'XRPUSDT']\n", "# !mkdir futures\n", "# for symbol in symbol_list:\n", "# !curl -L -o futures/{symbol}_incremental_book_L2_20250801.csv.gz https://datasets.tardis.dev/v1/binance-futures/incremental_book_L2/2025/08/01/{symbol}.csv.gz\n", "# !curl -L -o futures/{symbol}_trades_20250801.csv.gz https://datasets.tardis.dev/v1/binance-futures/trades/2025/08/01/{symbol}.csv.gz\n", "# !curl -L -o futures/{symbol}_book_ticker_20250801.csv.gz https://datasets.tardis.dev/v1/binance-futures/book_ticker/2025/08/01/{symbol}.csv.gz" ] }, { "cell_type": "markdown", "id": "0bf31217-2f21-49fc-87fd-c2b59519851b", "metadata": {}, "source": [ "Download the corresponding USDT spot data." ] }, { "cell_type": "code", "execution_count": 2, "id": "fa5ec194-67a5-4ae8-ae6d-9d1ad61d8a61", "metadata": {}, "outputs": [], "source": [ "# symbol_list = ['BTCUSDT', 'ETHUSDT', 'SOLUSDT', 'XRPUSDT']\n", "# !mkdir spot\n", "# for symbol in symbol_list:\n", "# !curl -L -o spot/{symbol}_book_ticker_20250801.csv.gz https://datasets.tardis.dev/v1/binance/book_ticker/2025/08/01/{symbol}.csv.gz" ] }, { "cell_type": "markdown", "id": "0d5e5d79-a92d-4631-ab8a-71ba333847a0", "metadata": {}, "source": [ "BTCFDUSD spot is traded more actively than BTCUSDT spot on Binance, likely due to its zero-fee structure. The higher trading volume suggests that it could be a stronger driver than BTCUSDT spot.\n", "\n", "Download the corresponding FDUSD spot data." ] }, { "cell_type": "code", "execution_count": 3, "id": "e396dd06-a6e1-451c-912c-16dee4b18ecb", "metadata": {}, "outputs": [], "source": [ "# symbol_list = ['BTCFDUSD', 'ETHFDUSD', 'SOLFDUSD', 'DOGEFDUSD', 'XRPFDUSD']\n", "# for symbol in symbol_list:\n", "# !curl -L -o spot/{symbol}_book_ticker_20250801.csv.gz https://datasets.tardis.dev/v1/binance/book_ticker/2025/08/01/{symbol}.csv.gz" ] }, { "cell_type": "markdown", "id": "6ce2acd1-465c-4b2d-b236-71cb2627b659", "metadata": {}, "source": [ "## Price Return Data\n", "\n", "In our pricing framework, the reaction interval is set to 0.1 seconds, and the mid-price is resampled at this frequency. The resulting data has the shape [time (0.1s intervals), pairs]." ] }, { "cell_type": "code", "execution_count": 4, "id": "f62f6557-f5fd-48e9-ab18-50f32ebef37e", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import polars as pl\n", "import datetime\n", "\n", "def load_price(date, market, symbol_list):\n", " start = date = datetime.datetime.strptime(str(date), '%Y-%m-%d').replace(tzinfo=datetime.timezone.utc)\n", " end = start + datetime.timedelta(days=1)\n", " \n", " running_interval = 100_000_000\n", " start_ts = int(start.timestamp() * 1_000_000_000) + running_interval\n", " end_ts = int(end.timestamp() * 1_000_000_000)\n", " resample_ts = (\n", " pl.Series(\n", " 'local_timestamp',\n", " np.arange(start_ts, end_ts + running_interval, running_interval)\n", " )\n", " .cast(pl.Datetime('ns'))\n", " .cast(pl.Datetime('us'))\n", " )\n", "\n", " px = []\n", " for symbol in symbol_list:\n", " df = (\n", " pl.read_csv(f'{market}/{symbol}_book_ticker_{date.strftime(\"%Y%m%d\")}.csv.gz')\n", " .with_columns(\n", " pl.col('local_timestamp').cast(pl.Datetime)\n", " )\n", " .group_by_dynamic(\n", " index_column='local_timestamp',\n", " every='100ms',\n", " period='100ms',\n", " offset='0s',\n", " closed='right',\n", " label='right'\n", " )\n", " .agg(\n", " ((pl.col('bid_price') + pl.col('ask_price')) / 2.0).last().alias('mid_px'),\n", " )\n", " )\n", " df_resample = (\n", " resample_ts.to_frame()\n", " .join(df, on='local_timestamp', how='left')\n", " .fill_null(strategy='forward')\n", " )\n", " \n", " ts = (\n", " df_resample['local_timestamp']\n", " .dt\n", " .replace_time_zone('UTC')\n", " .cast(pl.Int64) * 1_000_000\n", " )\n", " px.append(df_resample.select(pl.col('mid_px').alias(symbol)))\n", " \n", " return resample_ts, pl.concat(px, how='horizontal')" ] }, { "cell_type": "code", "execution_count": 5, "id": "28796f15-fe27-4e77-b47e-cc6ea73189bd", "metadata": {}, "outputs": [], "source": [ "date = '2025-08-01'" ] }, { "cell_type": "code", "execution_count": 6, "id": "7c85dc09-e490-4627-b4b7-c81e810d8e78", "metadata": {}, "outputs": [], "source": [ "ts, df_futures = load_price(date, 'futures', ['BTCUSDT', 'ETHUSDT', 'XRPUSDT', 'SOLUSDT', 'DOGEUSDT'])" ] }, { "cell_type": "code", "execution_count": 7, "id": "56495f03-8ae8-468b-951d-09406dc34729", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (864_000, 5)
BTCUSDTETHUSDTXRPUSDTSOLUSDTDOGEUSDT
f64f64f64f64f64
115697.353696.5753.02035172.1550.209665
115697.353696.5753.02035172.1550.209665
115697.353696.5753.02035172.1550.209665
115697.353696.5753.02035172.1550.209665
115697.353696.5753.02035172.1550.209665
113244.753486.4152.96015162.6050.200855
113244.753486.4152.96015162.6050.200855
113244.753486.4152.96015162.6050.200855
113244.753486.4152.96015162.6050.200855
113244.753486.4152.96015162.6050.200855
" ], "text/plain": [ "shape: (864_000, 5)\n", "┌───────────┬──────────┬─────────┬─────────┬──────────┐\n", "│ BTCUSDT ┆ ETHUSDT ┆ XRPUSDT ┆ SOLUSDT ┆ DOGEUSDT │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ f64 ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪══════════╪═════════╪═════════╪══════════╡\n", "│ 115697.35 ┆ 3696.575 ┆ 3.02035 ┆ 172.155 ┆ 0.209665 │\n", "│ 115697.35 ┆ 3696.575 ┆ 3.02035 ┆ 172.155 ┆ 0.209665 │\n", "│ 115697.35 ┆ 3696.575 ┆ 3.02035 ┆ 172.155 ┆ 0.209665 │\n", "│ 115697.35 ┆ 3696.575 ┆ 3.02035 ┆ 172.155 ┆ 0.209665 │\n", "│ 115697.35 ┆ 3696.575 ┆ 3.02035 ┆ 172.155 ┆ 0.209665 │\n", "│ … ┆ … ┆ … ┆ … ┆ … │\n", "│ 113244.75 ┆ 3486.415 ┆ 2.96015 ┆ 162.605 ┆ 0.200855 │\n", "│ 113244.75 ┆ 3486.415 ┆ 2.96015 ┆ 162.605 ┆ 0.200855 │\n", "│ 113244.75 ┆ 3486.415 ┆ 2.96015 ┆ 162.605 ┆ 0.200855 │\n", "│ 113244.75 ┆ 3486.415 ┆ 2.96015 ┆ 162.605 ┆ 0.200855 │\n", "│ 113244.75 ┆ 3486.415 ┆ 2.96015 ┆ 162.605 ┆ 0.200855 │\n", "└───────────┴──────────┴─────────┴─────────┴──────────┘" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_futures" ] }, { "cell_type": "code", "execution_count": 8, "id": "508216d1-e1f1-49bd-9695-e08da50a7aa2", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (864_000,)
local_timestamp
datetime[μs]
2025-08-01 00:00:00.100
2025-08-01 00:00:00.200
2025-08-01 00:00:00.300
2025-08-01 00:00:00.400
2025-08-01 00:00:00.500
2025-08-01 23:59:59.600
2025-08-01 23:59:59.700
2025-08-01 23:59:59.800
2025-08-01 23:59:59.900
2025-08-02 00:00:00
" ], "text/plain": [ "shape: (864_000,)\n", "Series: 'local_timestamp' [datetime[μs]]\n", "[\n", "\t2025-08-01 00:00:00.100\n", "\t2025-08-01 00:00:00.200\n", "\t2025-08-01 00:00:00.300\n", "\t2025-08-01 00:00:00.400\n", "\t2025-08-01 00:00:00.500\n", "\t…\n", "\t2025-08-01 23:59:59.600\n", "\t2025-08-01 23:59:59.700\n", "\t2025-08-01 23:59:59.800\n", "\t2025-08-01 23:59:59.900\n", "\t2025-08-02 00:00:00\n", "]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Resampled time\n", "ts" ] }, { "cell_type": "markdown", "id": "55495817-8c40-4b67-afe2-70dbe8ad86d6", "metadata": {}, "source": [ "The corresponding spot price matrices are loaded as well. As discussed in the [Market Making with Alpha - APT](https://hftbacktest.readthedocs.io/en/latest/tutorials/Market%20Making%20with%20Alpha%20-%20APT.html) tutorial, on Binance, the FDUSD spot market has a larger trading volume than the USDT spot market, likely due to its zero-fee structure. It's important to find the primary driver presumably the largest market has more chance play this role. This higher trading volume suggests that the FDUSD spot market may serve as the primary market. Thus, not just any spot underlying in small exchange, but the one in primary exchange works as a primary driver, or at least, it needs to be aggregated across the market to get better proxy of price discovery happening in the underlying spot. But in many cases, even in spot, the primary spot leads the other spots so simply aggregation wouldn't be helpful since the secondary market move is just reaction to follow the primary market. Hence, it's important to find the relation between spots, and futures and also cross-assets." ] }, { "cell_type": "code", "execution_count": 9, "id": "2ad1ce60-0cb3-45b1-853b-836f3da74433", "metadata": {}, "outputs": [], "source": [ "ts, df_spot_usdt = load_price(date, 'spot', ['BTCUSDT', 'ETHUSDT', 'XRPUSDT', 'SOLUSDT', 'DOGEUSDT'])\n", "ts, df_spot_fdusd = load_price(date, 'spot', ['BTCFDUSD', 'ETHFDUSD', 'XRPFDUSD', 'SOLFDUSD', 'DOGEFDUSD'])" ] }, { "cell_type": "markdown", "id": "0bb745aa-f7f5-4111-ada8-d905bea1917c", "metadata": {}, "source": [ "Return matrices are derived from price matrices sampled at 0.1-second intervals, resulting in returns measured at the same frequency. Longer-horizon returns can be approximated by aggregating the 0.1-second returns. For instance: ``df_fut_returns_1min = rolling_sum(df_fut_returns, 600).``" ] }, { "cell_type": "code", "execution_count": 10, "id": "4f607b2b-8397-40f3-931a-d928bc41c6b1", "metadata": {}, "outputs": [], "source": [ "df_fut_returns = df_futures / df_futures.shift(1) - 1\n", "df_usdt_returns = df_spot_usdt / df_spot_usdt.shift(1) - 1\n", "df_fdusd_returns = df_spot_fdusd / df_spot_fdusd.shift(1) - 1" ] }, { "cell_type": "markdown", "id": "2a14d40f-8725-4f09-9cf2-9f9da5b6cabb", "metadata": {}, "source": [ "## Order Book Data\n", "\n", "In the same way demonstrated in [the previous tutorial](https://hftbacktest.readthedocs.io/en/latest/tutorials/Accelerated%20Backtesting.html), we precompute the order book imbalance components." ] }, { "cell_type": "code", "execution_count": 11, "id": "b0449a3f-55f6-4f94-89c5-af761a22cb34", "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "from numba import njit\n", "from matplotlib import pyplot as plt\n", "import numba as nb\n", "from numba.experimental import jitclass\n", "\n", "INVALID_MIN = 0\n", "INVALID_MAX = np.iinfo(np.int64).max - 1\n", "\n", "@jitclass\n", "class Clock:\n", " timestamp: nb.int64[:]\n", " rn: nb.int64\n", " ts: nb.int64\n", " \n", " def __init__(self, timestamp, rn):\n", " self.timestamp = timestamp\n", " self.rn = rn\n", " if self.rn >= len(self.timestamp):\n", " self.ts = INVALID_MAX\n", " else:\n", " self.ts = self.timestamp[self.rn]\n", "\n", " def next(self):\n", " if self.rn == len(self.timestamp) - 1:\n", " self.ts = INVALID_MAX\n", " else:\n", " self.rn += 1\n", " self.ts = self.timestamp[self.rn]\n", "\n", "@njit\n", "def select_event(timestamps):\n", " # Finds the earliest timestamped event to process first.\n", " earliest_ts = INVALID_MAX\n", " ev = -1\n", " for i in range(len(timestamps)):\n", " if timestamps[i] < earliest_ts:\n", " earliest_ts = timestamps[i]\n", " ev = i\n", " return ev\n", "\n", "@njit\n", "def depth_below(depth, start, end, roi_lb_tick):\n", " for i in range(start, end - 1, -1):\n", " if depth[i - roi_lb_tick] > 0:\n", " return i\n", " return INVALID_MIN\n", "\n", "\n", "@njit\n", "def depth_above(depth, start, end, roi_lb_tick):\n", " for i in range(start, end + 1):\n", " if depth[i - roi_lb_tick] > 0:\n", " return i\n", " return INVALID_MAX\n", "\n", "@njit\n", "def precompute_obi(\n", " tick_size,\n", " lot_size,\n", " roi_lb,\n", " roi_ub,\n", " end_ts,\n", " local_ts, \n", " depth_local_ts,\n", " depth,\n", " depth_range\n", "):\n", " roi_lb_tick = round(roi_lb / tick_size)\n", " roi_ub_tick = round(roi_ub / tick_size)\n", " bid_depth = np.zeros(roi_ub_tick - roi_lb_tick, np.float64)\n", " ask_depth = np.zeros(roi_ub_tick - roi_lb_tick, np.float64)\n", "\n", " best_bid_tick = INVALID_MIN\n", " best_ask_tick = INVALID_MAX\n", " low_bid_tick = INVALID_MAX\n", " high_ask_tick = INVALID_MIN\n", " \n", " depth_local_clock = Clock(depth_local_ts, 0)\n", " local_clock = Clock(local_ts, 0)\n", "\n", " out_t = 0\n", "\n", " out_mid_tick = np.empty(len(local_ts), np.float64)\n", " out_bid_qty = np.empty((len(local_ts), len(depth_range)), np.float64)\n", " out_bid_weighted = np.empty((len(local_ts), len(depth_range)), np.float64)\n", " out_ask_qty = np.empty((len(local_ts), len(depth_range)), np.float64)\n", " out_ask_weighted = np.empty((len(local_ts), len(depth_range)), np.float64)\n", " \n", " while local_clock.ts <= end_ts:\n", " ev = select_event(np.asarray([\n", " depth_local_clock.ts,\n", " local_clock.ts\n", " ]))\n", "\n", " if ev == -1:\n", " raise ValueError\n", " elif ev == 0:\n", " # Builds the market depth.\n", " side = depth[depth_local_clock.rn].side\n", " px_tick = round(depth[depth_local_clock.rn].px / tick_size)\n", "\n", " # Skips processing if the depth update price falls outside the defined range of interest.\n", " if px_tick > roi_ub_tick or px_tick < roi_lb_tick:\n", " depth_local_clock.next()\n", " continue\n", " \n", " qty = depth[depth_local_clock.rn].qty\n", " qty_lot = round(qty / lot_size)\n", " \n", " if side == 1:\n", " bid_depth[px_tick - roi_lb_tick] = qty\n", " if px_tick < low_bid_tick:\n", " low_bid_tick = px_tick\n", " if px_tick > best_bid_tick and qty_lot > 0:\n", " # Updates the best bid if the bid price is higher than the current best bid.\n", " best_bid_tick = px_tick\n", " if best_bid_tick >= best_ask_tick:\n", " # When the best bid is greater than or equal to the best ask,\n", " # updates the best ask to the lowest ask above the new best bid.\n", " best_ask_tick = depth_above(ask_depth, best_bid_tick + 1, high_ask_tick, roi_lb_tick)\n", " elif px_tick == best_bid_tick and qty_lot == 0:\n", " # Finds the new best bid if the current best bid is deleted.\n", " best_bid_tick = depth_below(bid_depth, px_tick, low_bid_tick, roi_lb_tick)\n", " else:\n", " ask_depth[px_tick - roi_lb_tick] = qty\n", " if px_tick > high_ask_tick:\n", " high_ask_tick = px_tick\n", " if px_tick < best_ask_tick and qty_lot > 0:\n", " # Updates the best ask if the ask price is lower than the current best ask.\n", " best_ask_tick = px_tick\n", " if best_ask_tick <= best_bid_tick:\n", " # When the best ask is less than or equal to the best bid,\n", " # updates the best bid to the highest bid below the new best ask.\n", " best_bid_tick = depth_below(bid_depth, best_ask_tick - 1, low_bid_tick, roi_lb_tick)\n", " elif px_tick == best_ask_tick and qty_lot == 0:\n", " # Finds the best ask if the current best ask is deleted.\n", " best_ask_tick = depth_above(ask_depth, px_tick, high_ask_tick, roi_lb_tick)\n", "\n", " depth_local_clock.next()\n", " elif ev == 1:\n", " if best_bid_tick == INVALID_MIN or best_ask_tick == INVALID_MAX:\n", " mid_tick = np.nan\n", " out_bid_qty[out_t, :] = np.nan\n", " out_bid_weighted[out_t, :] = np.nan\n", " out_ask_qty[out_t, :] = np.nan\n", " out_ask_weighted[out_t, :] = np.nan\n", " else:\n", " mid_tick = (best_bid_tick + best_ask_tick) / 2\n", " \n", " # Computes the order book imbalance for the depth range from the mid-price.\n", " # Please see https://hftbacktest.readthedocs.io/en/latest/tutorials/Market%20Making%20with%20Alpha%20-%20Order%20Book%20Imbalance.html\n", " #\n", " # To compute order-book imbalance values, aggregate over depth levels d, where d\n", " # denotes the tick distance from the mid price; d is symmetric from the mid tick.\n", " # mid_tick, Sum{Q_bid[d]}, Sum{Q_ask[d]}, Sum{d * Q_bid[d]}, Sum{d * Q_ask[d]}\n", " #\n", " # VAMP = (Sum{P_bid[d] * Q_ask[d]} + Sum{P_ask[d] * Q_bid[d]}) / (Sum{Q_bid[d]} + Sum{Q_ask[d]})\n", " # = tick_size * (mid_tick * Sum{Q_ask[d]} - Sum{d * Q_ask[d]} + mid_tick * Sum{Q_bid[d]} + Sum{d * Q_bid[d]})\n", " # / (Sum{Q_bid[d]} + Sum{Q_ask[d]})\n", " #\n", " # Bid_effective = Sum{P_bid[d] * Q_bid[d]} / Sum{Q_bid[d]}\n", " # = tick_size * (mid_tick * Sum{Q_bid[d]} - Sum{d * Q_bid[d]}) / Sum{Q_bid[d]}\n", " # Ask_effective = Sum{P_ask[d] * Q_ask[d]} / Sum{Q_ask[d]}\n", " # = tick_size * (mid_tick * Sum{Q_ask[d]} + Sum{d * Q_ask[d]}) / Sum{Q_ask[d]}\n", " i = 0\n", " bid_qty = 0.0\n", " bid_weighted = 0.0\n", " for d in range(best_bid_tick, low_bid_tick - 1, -1):\n", " bid_qty += bid_depth[d - roi_lb_tick]\n", " bid_weighted += bid_depth[d - roi_lb_tick] * (mid_tick - d)\n", " \n", " if d < mid_tick * (1 - depth_range[i]):\n", " out_bid_qty[out_t, i] = bid_qty\n", " out_bid_weighted[out_t, i] = bid_weighted\n", " i += 1\n", " if i == len(depth_range):\n", " break\n", " \n", " i = 0\n", " ask_qty = 0.0\n", " ask_weighted = 0.0\n", " for d in range(best_ask_tick, high_ask_tick + 1):\n", " ask_qty += ask_depth[d - roi_lb_tick]\n", " ask_weighted += ask_depth[d - roi_lb_tick] * (d - mid_tick)\n", " \n", " if d > mid_tick * (1 + depth_range[i]):\n", " out_ask_qty[out_t, i] = ask_qty\n", " out_ask_weighted[out_t, i] = ask_weighted\n", " i += 1\n", " if i == len(depth_range):\n", " break\n", "\n", " out_mid_tick[out_t] = mid_tick\n", " \n", " out_t += 1\n", " \n", " local_clock.next()\n", " return (\n", " out_mid_tick[:out_t],\n", " out_bid_qty[:out_t],\n", " out_bid_weighted[:out_t],\n", " out_ask_qty[:out_t],\n", " out_ask_weighted[:out_t]\n", " )" ] }, { "cell_type": "code", "execution_count": 12, "id": "ce44434e-0b14-4dc0-8181-983763de764a", "metadata": {}, "outputs": [], "source": [ "import gzip\n", "\n", "def load_incremental_book(file, buffer_size=500_000_000):\n", " depth_dtype = np.dtype([\n", " ('is_snapshot', np.int32),\n", " ('side', np.int32),\n", " ('px', np.float64),\n", " ('qty', np.float64)\n", " ])\n", " \n", " exch_ts = np.empty(buffer_size, np.int64)\n", " local_ts = np.empty(buffer_size, np.int64)\n", " data = np.empty(buffer_size, depth_dtype)\n", " with gzip.open(file) as f:\n", " header = True\n", " i = 0\n", " while True:\n", " line = f.readline()\n", " if not line:\n", " break\n", " if header:\n", " header = False\n", " continue\n", " columns = line.decode().split(',')\n", " if i == buffer_size:\n", " raise MemoryError('Not enough buffer size to load data')\n", " exch_ts[i] = int(columns[2]) * 1000\n", " local_ts[i] = int(columns[3]) * 1000\n", " data[i][0] = 1 if columns[4] == 'true' else 0\n", " data[i][1] = 1 if columns[5] == 'bid' else -1\n", " data[i][2] = float(columns[6])\n", " data[i][3] = float(columns[7])\n", " i += 1\n", " return exch_ts[:i], local_ts[:i], data[:i]" ] }, { "cell_type": "markdown", "id": "84cfa972-b416-4960-b77a-f9e7e7734234", "metadata": {}, "source": [ "Computing the order book imbalance requires tick size, lot size, and both lower and upper bounds of market depth. We set these bounds relative to the mid price during the period." ] }, { "cell_type": "code", "execution_count": 13, "id": "83a420e3-fe64-422d-a0fd-32dd293c1c68", "metadata": {}, "outputs": [], "source": [ "symbol_dict = {\n", " 'BTCUSDT': {'tick_size': 0.1, 'lot_size': 0.001},\n", " 'ETHUSDT': {'tick_size': 0.01, 'lot_size': 0.001},\n", " 'XRPUSDT': {'tick_size': 0.0001, 'lot_size': 0.1},\n", " 'SOLUSDT': {'tick_size': 0.01, 'lot_size': 0.01},\n", " 'DOGEUSDT': {'tick_size': 0.00001, 'lot_size': 1},\n", "}\n", "# roi_lb and roi_ub are set relative to the mid price.\n", "for i, symbol in enumerate(symbol_dict.keys()):\n", " symbol_dict[symbol]['mid'] = df_futures[:, i].mean()" ] }, { "cell_type": "code", "execution_count": 14, "id": "ab6784c8-347b-4ef3-8e35-1fb1d8c4400f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BTCUSDT': {'tick_size': 0.1, 'lot_size': 0.001, 'mid': 114809.1865616898},\n", " 'ETHUSDT': {'tick_size': 0.01, 'lot_size': 0.001, 'mid': 3615.6461275868055},\n", " 'XRPUSDT': {'tick_size': 0.0001, 'lot_size': 0.1, 'mid': 2.981095579398148},\n", " 'SOLUSDT': {'tick_size': 0.01, 'lot_size': 0.01, 'mid': 167.65471828877315},\n", " 'DOGEUSDT': {'tick_size': 1e-05, 'lot_size': 1, 'mid': 0.2062502108564815}}" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "symbol_dict" ] }, { "cell_type": "code", "execution_count": 15, "id": "2ed70301-7028-4c24-af5b-02f898dba5d7", "metadata": {}, "outputs": [], "source": [ "def load_depth(date, symbol_dict):\n", " start = date = datetime.datetime.strptime(str(date), '%Y-%m-%d').replace(tzinfo=datetime.timezone.utc)\n", " end = start + datetime.timedelta(days=1)\n", "\n", " # 0.25%, 0.5%, 0.75%, 1%, 1.5%, 2.5% from the mid price.\n", " depth_range = np.asarray([0.0025, 0.005, 0.0075, 0.01, 0.015, 0.025])\n", " \n", " running_interval = 100_000_000\n", " start_ts = int(start.timestamp() * 1_000_000_000) + running_interval\n", " end_ts = int(end.timestamp() * 1_000_000_000)\n", " local_ts = np.arange(start_ts, end_ts + running_interval, running_interval)\n", "\n", " mid_ = []\n", " bid_q = []\n", " bid_w = []\n", " ask_q = []\n", " ask_w = []\n", " \n", " for symbol, info in symbol_dict.items():\n", " depth = load_incremental_book(f'futures/{symbol}_incremental_book_L2_{date.strftime(\"%Y%m%d\")}.csv.gz')\n", "\n", " tick_size = info['tick_size']\n", " lot_size = info['lot_size']\n", " \n", " roi_lb = np.floor(info['mid'] * 0.5 / tick_size) * tick_size\n", " roi_ub = np.ceil(info['mid'] * 1.5 / tick_size) * tick_size\n", "\n", " print(symbol, roi_lb, roi_ub, tick_size)\n", " \n", " (\n", " out_mid_tick,\n", " out_bid_qty,\n", " out_bid_weighted,\n", " out_ask_qty,\n", " out_ask_weighted\n", " ) = precompute_obi(\n", " tick_size,\n", " lot_size,\n", " roi_lb,\n", " roi_ub,\n", " end_ts,\n", " local_ts, \n", " depth[1],\n", " depth[2],\n", " depth_range\n", " )\n", "\n", " mid_.append(out_mid_tick[:, np.newaxis])\n", " bid_q.append(out_bid_qty[:, np.newaxis, :])\n", " bid_w.append(out_bid_weighted[:, np.newaxis, :])\n", " ask_q.append(out_ask_qty[:, np.newaxis, :])\n", " ask_w.append(out_ask_weighted[:, np.newaxis, :])\n", "\n", " mid_ = np.concatenate(mid_, axis=1)\n", " bid_q = np.concatenate(bid_q, axis=1)\n", " bid_w = np.concatenate(bid_w, axis=1)\n", " ask_q = np.concatenate(ask_q, axis=1)\n", " ask_w = np.concatenate(ask_w, axis=1)\n", " return local_ts, mid_, bid_q, bid_w, ask_q, ask_w" ] }, { "cell_type": "code", "execution_count": 16, "id": "f9f2ed79-c66b-4e43-beaf-d5667b84f35e", "metadata": {}, "outputs": [], "source": [ "ts, mid_tick, bid_qty, bid_weighted, ask_qty, ask_weighted = load_depth(date, symbol_dict)" ] }, { "cell_type": "markdown", "id": "357bafd9-cf2e-4995-8ddb-e8d3f1076ac0", "metadata": {}, "source": [ "To avoid look-ahead data leakage, which can lead to critical errors, the resampled timestamps must align with those of the other preprocessed data." ] }, { "cell_type": "code", "execution_count": 17, "id": "ee8a1ca5-263b-4bc0-9371-5436cbf35a01", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "shape: (864_000, 1)\n", "┌─────────────────────────┐\n", "│ local_ts │\n", "│ --- │\n", "│ datetime[ns] │\n", "╞═════════════════════════╡\n", "│ 2025-08-01 00:00:00.100 │\n", "│ 2025-08-01 00:00:00.200 │\n", "│ 2025-08-01 00:00:00.300 │\n", "│ 2025-08-01 00:00:00.400 │\n", "│ 2025-08-01 00:00:00.500 │\n", "│ … │\n", "│ 2025-08-01 23:59:59.600 │\n", "│ 2025-08-01 23:59:59.700 │\n", "│ 2025-08-01 23:59:59.800 │\n", "│ 2025-08-01 23:59:59.900 │\n", "│ 2025-08-02 00:00:00 │\n", "└─────────────────────────┘" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "(\n", " pl.DataFrame({'local_ts': ts})\n", " .with_columns(\n", " pl.col('local_ts').cast(pl.Datetime('ns'))\n", " )\n", ")" ] }, { "cell_type": "markdown", "id": "868307ee-cf5d-4b98-bbe3-c86eac9a7beb", "metadata": {}, "source": [ "The processed order book imbalance components are stored in a Parquet file. As Parquet supports only one-dimensional arrays, the data must be reshaped into a 1-D array prior to storage and reverted to its original form upon retrieval." ] }, { "cell_type": "code", "execution_count": 18, "id": "821670fc-49ac-4866-93c9-bc290230c301", "metadata": {}, "outputs": [], "source": [ "import pyarrow as pa\n", "import pyarrow.parquet as pq\n", "\n", "table = pa.Table.from_pydict({\n", " 'bid_qty': bid_qty.reshape(-1),\n", " 'bid_weighted': bid_weighted.reshape(-1),\n", " 'ask_qty': ask_qty.reshape(-1),\n", " 'ask_weighted': ask_weighted.reshape(-1)\n", "})\n", "\n", "pq.write_table(table, \"obi.parquet\", compression='zstd')" ] }, { "cell_type": "markdown", "id": "6ee07e46-c1d3-48ae-8e7e-9290f97b3e09", "metadata": {}, "source": [ "To revert a 1-D array back to its original matrix, the dimensions [time, pair] must be known." ] }, { "cell_type": "code", "execution_count": 19, "id": "aa02534c-ed54-4853-b0a4-45308097370d", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_473491/2341654302.py:14: RuntimeWarning: invalid value encountered in divide\n", " vamp_tick = np.divide(\n", "/tmp/ipykernel_473491/2341654302.py:22: RuntimeWarning: invalid value encountered in divide\n", " bid_eff_tick = (mid_tick[:, :, np.newaxis] * bid_qty - bid_weighted) / bid_qty\n", "/tmp/ipykernel_473491/2341654302.py:23: RuntimeWarning: invalid value encountered in divide\n", " ask_eff_tick = (mid_tick[:, :, np.newaxis] * ask_qty + ask_weighted) / ask_qty\n" ] } ], "source": [ "table = pq.read_table(\"obi.parquet\")\n", "\n", "bid_qty = table['bid_qty'].to_numpy().reshape(len(ts), 5, -1)\n", "bid_weighted = table['bid_weighted'].to_numpy().reshape(len(ts), 5, -1)\n", "ask_qty = table['ask_qty'].to_numpy().reshape(len(ts), 5, -1)\n", "ask_weighted = table['ask_weighted'].to_numpy().reshape(len(ts), 5, -1)\n", "\n", "# As shown in Section A, there is a slight difference between the mid-price \n", "# from the Level-2 feed and the mid-price from the Level-1 feed. \n", "# But, we use the Level-1 mid-price for implementation simplicity.\n", "tick_size_ = np.asarray([val['tick_size'] for val in symbol_dict.values()])[np.newaxis, :]\n", "mid_tick = df_futures.to_numpy() / tick_size_\n", "\n", "vamp_tick = np.divide(\n", " (\n", " mid_tick[:, :, np.newaxis] * ask_qty - ask_weighted\n", " + mid_tick[:, :, np.newaxis] * bid_qty + bid_weighted\n", " ),\n", " bid_qty + ask_qty\n", ")\n", "\n", "bid_eff_tick = (mid_tick[:, :, np.newaxis] * bid_qty - bid_weighted) / bid_qty\n", "ask_eff_tick = (mid_tick[:, :, np.newaxis] * ask_qty + ask_weighted) / ask_qty\n", "vamp_eff_tick = np.divide(\n", " bid_eff_tick * ask_qty + ask_eff_tick * bid_qty,\n", " bid_qty + ask_qty\n", ")" ] }, { "cell_type": "markdown", "id": "80237771-1039-404e-9a71-a666bdc447ae", "metadata": {}, "source": [ "## Price Return Signal\n", "\n", "Now we are ready to express our alpha in a formulaic using this framework. Let’s go through this one by one.\n", "\n", "As discussed in the [Market Making with Alpha - APT](https://hftbacktest.readthedocs.io/en/latest/tutorials/Market%20Making%20with%20Alpha%20-%20APT.html) tutorial, the most basic assumption is that the futures price return follows the underlying spot price return, i.e.,\n", "\n", "$$Return_{futures} = Return_{spot}$$\n", "\n", "Which is:\n", "\n", "$${Price_{fair}^{futures} \\over Price_{past}^{futures}} - 1 = {Price_{current}^{spot} \\over Price_{past}^{spot}} - 1$$\n", "\n", "Since we have rewritten our fair price in return terms relative to the current mid price, we obtain:\n", "\n", "$$Price_{fair}^{futures} = (1 + Return_{fair}) \\times Price_{current}^{futures}$$\n", "\n", "$$Return_{fair} = {{Return_{spot} - Return_{futures}} \\over {1 + Return_{futures}}}$$\n", "\n", "When $Return_{futures} << 1$, this can be approximated as \n", "$$Return_{fair} = Return_{spot} - Return_{futures}$$\n", "\n", "This can be interpreted as futures reverting to the spot in return terms, or as a lead-lag relationship." ] }, { "cell_type": "code", "execution_count": 20, "id": "c87b6765-0c57-4421-a9cf-415316ec062c", "metadata": {}, "outputs": [], "source": [ "# approximately 15-minute returns\n", "df_fut_returns_15m = df_fut_returns.with_columns(\n", " pl.all().rolling_sum(window_size=10 * 60 * 15)\n", ")\n", "df_usdt_returns_15m = df_usdt_returns.with_columns(\n", " pl.all().rolling_sum(window_size=10 * 60 * 15)\n", ")\n", "df_fdusd_returns_15m = df_fdusd_returns.with_columns(\n", " pl.all().rolling_sum(window_size=10 * 60 * 15)\n", ")" ] }, { "cell_type": "code", "execution_count": 21, "id": "0ed480fb-ceb0-43f1-8400-e8e81771125b", "metadata": {}, "outputs": [], "source": [ "rev_usdt = df_usdt_returns_15m.to_numpy() - df_fut_returns_15m.to_numpy()\n", "rev_fdusd = df_fdusd_returns_15m.to_numpy() - df_fut_returns_15m.to_numpy()" ] }, { "cell_type": "markdown", "id": "ae258052-5d89-42ce-be2c-0a518234aef2", "metadata": {}, "source": [ "When considering cross-asset relationships, such as ETHUSDT impacting BTCUSDT or XRPUSDT influencing BTCUSDT, the relationship can be represented as a linear sum of the previous equation with asset-specific multipliers, denoted by β. Under the simplifying assumption that all β = 1, the model reduces to an equally weighted market, which can be formulated analogously to the previous case." ] }, { "cell_type": "code", "execution_count": 22, "id": "498334b0-126b-4c8e-a048-a226c56dad25", "metadata": {}, "outputs": [], "source": [ "df_fut_returns_5m = df_fut_returns.with_columns(\n", " pl.all().rolling_sum(window_size=10 * 60 * 5)\n", ")" ] }, { "cell_type": "markdown", "id": "9ba824a0-2024-42f0-802e-3550a4f4b62c", "metadata": {}, "source": [ "This formula corresponds to the market reversion alpha commonly employed in statistical arbitrage." ] }, { "cell_type": "code", "execution_count": 23, "id": "d4121b0e-a76a-43c0-83d4-0e43e6393709", "metadata": {}, "outputs": [], "source": [ "rev_mkt = np.mean(df_fut_returns_5m.to_numpy(), axis=1)[:, np.newaxis] - df_fut_returns_5m.to_numpy()" ] }, { "cell_type": "markdown", "id": "15fdbcb6-ccb3-468b-8859-d6fb10511f39", "metadata": {}, "source": [ "In a more sophisticated approach, you can construct a custom weighted market based on peer group information, correlations, and estimated betas, which provides a better proxy for peer group reversion." ] }, { "cell_type": "markdown", "id": "a38e3de2-9936-4fb6-829a-b03a06eb5a97", "metadata": {}, "source": [ "## Order Book Imbalance Signal\n", "\n", "In our pricing framework, the fair price is represented in return terms, as shown below: $$Price_{fair}^{futures} = (1 + Return_{fair}) \\times Price_{current}^{futures}$$\n", "While the order book imbalance does not strictly need to be represented in return terms, it must be scaled appropriately to align with returns.\n", "\n", "In addition, just like the spot reversion, it's crucial to find the primary market since not all markets have the same position in terms of price driver. In the sense of microstructure, the very short-term movement can be driven by the individual market's order book imbalance but in large, primary price discovery occurs in the primary market's order book. So even if you trade in the small exchange, it could not help to look at the order book imbalance in the exchange, Rather, you need to look at the primary market's order book. It also can be applied cross assets. The small altcoin can be driven more by the larger peer coin such as BTCUSDT as a market proxy or large coin in the same peer group than its own order book. You can find the a lot of different grouping based on qualitative research, but you can also make your own based on quantitative grouping." ] }, { "cell_type": "code", "execution_count": 24, "id": "1d309981-4f21-4ae6-9f92-e654856d7ce9", "metadata": {}, "outputs": [], "source": [ "vamp_returns = vamp_tick / mid_tick[:, :, np.newaxis] - 1\n", "vamp_eff_returns = vamp_eff_tick / mid_tick[:, :, np.newaxis] - 1" ] }, { "cell_type": "markdown", "id": "0235e482-c62e-40dd-ac50-430b36b59199", "metadata": {}, "source": [ "For the standardized simple order book imbalance, the scale must be aligned with returns, which requires an adjustment multiplier. The resulting signal is the same as the one introduced in the [Market Making with Alpha - Order Book Imbalance](https://hftbacktest.readthedocs.io/en/latest/tutorials/Market%20Making%20with%20Alpha%20-%20Order%20Book%20Imbalance.html) tutorial." ] }, { "cell_type": "code", "execution_count": 25, "id": "cde9dbb1-b240-43ab-9514-864c9225783d", "metadata": {}, "outputs": [], "source": [ "standardized_obi = []\n", "for i in range(bid_qty.shape[2]):\n", " df = pl.DataFrame(bid_qty[:, :, i] - ask_qty[:, :, i])\n", " # Standardization applied over a 1-hour window.\n", " df = df.with_columns(\n", " (pl.all() - pl.all().rolling_mean(window_size=10 * 60 * 60)) / pl.all().rolling_std(window_size=10 * 60 * 60)\n", " )\n", " standardized_obi.append(df.to_numpy()[:, :, np.newaxis])\n", "\n", "# To match the scale of the return term, the exact beta is multiplied again later.\n", "adj_mul = 0.0001\n", "standardized_obi = np.concatenate(standardized_obi, axis=2) * adj_mul" ] }, { "cell_type": "markdown", "id": "b75c0d75-d715-4f8c-99f1-0b02e63b1fd8", "metadata": {}, "source": [ "## Accelerated Backtesting\n", "\n", "For demonstration purposes—and to make it easy for you to run this tutorial yourself—we use only one day of data, given constraints on what can be provided. The parameters and signals, however, should be calibrated on longer-term data and will be presented later.\n", "\n", "Let’s backtest each signal individually, as well as their combination.\n", "\n", "
\n", " \n", "**Note:** This example is for educational purposes only and demonstrates effective strategies for high-frequency market-making schemes. All backtests are based on a 0.005% rebate, the highest market maker rebate available on Binance Futures. See Binance Upgrades USDⓢ-Margined Futures Liquidity Provider Program for more details.\n", " \n", "
" ] }, { "cell_type": "code", "execution_count": 26, "id": "8e110406-4ad0-4fc7-b8a7-25e9c3614428", "metadata": {}, "outputs": [], "source": [ "record_dtype = np.dtype(\n", " [\n", " ('timestamp', 'i8'),\n", " ('price', 'f8'),\n", " ('position', 'f8'),\n", " ('balance', 'f8'),\n", " ('fee', 'f8'),\n", " ('num_trades', 'i8'),\n", " ('trading_volume', 'f8'),\n", " ('trading_value', 'f8')\n", " ],\n", " align=True\n", ")\n", "\n", "@njit\n", "def accelerated_backtest(\n", " alpha,\n", " relative_half_spread,\n", " skew,\n", " order_notional_value,\n", " max_notional_position,\n", " fee,\n", " tick_size,\n", " lot_size,\n", " local_ts,\n", " best_bid_tick,\n", " best_ask_tick,\n", " bid_fill_tick,\n", " ask_fill_tick,\n", " order_ack_ts,\n", " bid_fill_tick_ack,\n", " ask_fill_tick_ack,\n", " best_bid_tick_ack,\n", " best_ask_tick_ack,\n", " bid_fill_tick_after_ack,\n", " ask_fill_tick_after_ack\n", "):\n", " # req_bid_tick: bid order price in ticks (limit buy order with GTX) sent to the exchange, before the exchange acknowledges it.\n", " # req_ask_tick: ask order price in ticks (limit sell order with GTX) sent to the exchange, before the exchange acknowledges it.\n", " # open_bid_tick: bid order price in ticks acknowledged by the exchange, currently an open order in the market.\n", " # open_ask_tick: ask order price in ticks acknowledged by the exchange, currently an open order in the market.\n", " #\n", " # INVALID_MIN and INVALID_MAX indicate that there are no orders.\n", " #\n", " # Example:\n", " # If req_bid_tick is INVALID_MIN and there is an open bid order, \n", " # the open bid order will be canceled (if the cancel request reaches the exchange before the order is filled).\n", " # When an order is filled, its price is set to INVALID_MIN or INVALID_MAX accordingly.\n", " req_bid_tick = open_bid_tick = INVALID_MIN\n", " req_ask_tick = open_ask_tick = INVALID_MAX\n", " # corresponding order quantities.\n", " open_bid_qty = req_bid_qty = 0.0\n", " open_ask_qty = req_ask_qty = 0.0\n", "\n", " # Initial state.\n", " balance = 0.0\n", " position = 0.0\n", " num_trades = 0\n", " trading_value = 0.0\n", " trading_volume = 0.0\n", "\n", " # Row index iterator\n", " t = 0\n", "\n", " # State record for stats\n", " rec_i = 0\n", " record = np.empty(len(local_ts), record_dtype)\n", " \n", " while True:\n", " #--------------------------------------------------------\n", " # Local bot logic at `local_ts[t]`.\n", " mid_tick = (best_bid_tick[t] + best_ask_tick[t]) / 2.0\n", " mid_px = mid_tick * tick_size\n", " \n", " notional_position_value = position * mid_px\n", " normalized_position = notional_position_value / max_notional_position\n", "\n", " relative_bid_depth = relative_half_spread + skew * normalized_position\n", " relative_ask_depth = relative_half_spread - skew * normalized_position\n", "\n", " forecast_tick = (1 + alpha[t]) * mid_tick\n", " \n", " req_bid_tick = min(np.floor(forecast_tick * (1.0 - relative_bid_depth)), best_bid_tick[t])\n", " req_ask_tick = max(np.ceil(forecast_tick * (1.0 + relative_ask_depth)), best_ask_tick[t])\n", "\n", " req_bid_qty = req_ask_qty = max(round(order_notional_value / mid_px / lot_size) * lot_size, lot_size)\n", " \n", " # If the position exceeds the risk limit (max notional position),\n", " # no orders shall be open in that direction.\n", " if normalized_position > 1:\n", " req_bid_tick = INVALID_MIN\n", " if normalized_position < -1:\n", " req_ask_tick = INVALID_MAX\n", "\n", " #--------------------------------------------------------\n", " # Records the current state.\n", " record[rec_i].timestamp = local_ts[t]\n", " record[rec_i].price = mid_tick * tick_size\n", " record[rec_i].position = position\n", " record[rec_i].balance = balance * tick_size\n", " record[rec_i].fee = trading_value * tick_size * fee\n", " record[rec_i].num_trades = num_trades\n", " record[rec_i].trading_volume = trading_volume\n", " record[rec_i].trading_value = trading_value * tick_size\n", " \n", " rec_i += 1\n", "\n", " #--------------------------------------------------------\n", " # Processes the exchange-side logic (order fill logic).\n", " \n", " # If any of the requested order prices differ from the open order's price,\n", " # it is assumed that the bot sent the order request.\n", " # The request will be acknowledged and processed at `order_ack_ts[t]`.\n", " # Otherwise, check if the open order is filled.\n", " if req_bid_tick != open_bid_tick or req_ask_tick != open_ask_tick:\n", " # The current time is `order_ack_ts[t]`.\n", " order_ack_ts_ = order_ack_ts[t]\n", "\n", " # If there are open orders with valid prices,\n", " # checks whether they are filled before accepting the newly requested orders.\n", " if open_bid_tick > INVALID_MIN and open_bid_tick >= bid_fill_tick_ack[t]:\n", " execute_value = open_bid_tick * open_bid_qty\n", " balance -= execute_value\n", " position += open_bid_qty\n", " num_trades += 1\n", " trading_volume += open_bid_qty\n", " trading_value += execute_value\n", " # Invalidates the price because the order is filled.\n", " open_bid_tick = INVALID_MIN\n", " if open_ask_tick < INVALID_MAX and open_ask_tick <= ask_fill_tick_ack[t]:\n", " execute_value = open_ask_tick * open_ask_qty\n", " balance += execute_value\n", " position -= open_ask_qty\n", " num_trades += 1\n", " trading_volume += open_ask_qty\n", " trading_value += execute_value\n", " # Invalidates the price because the order is filled.\n", " open_ask_tick = INVALID_MAX\n", " \n", " # New orders are treated as GTX. \n", " # If the requested buy order price is greater than or equal to the best ask,\n", " # or the requested sell order price is less than or equal to the best bid, \n", " # the orders are rejected.\n", " # Invalidates the price if the order is rejected.\n", " if req_bid_tick >= best_ask_tick_ack[t]:\n", " req_bid_tick = INVALID_MIN\n", " if req_ask_tick <= best_bid_tick_ack[t]:\n", " req_ask_tick = INVALID_MAX\n", "\n", " # Updates the open orders to reflect accepted orders.\n", " open_bid_tick = req_bid_tick\n", " open_ask_tick = req_ask_tick\n", " open_bid_qty = req_bid_qty\n", " open_ask_qty = req_ask_qty\n", "\n", " # If there are open orders with valid prices,\n", " # checks whether they are filled before the next local timestamp (`local_ts[t+n]`)\n", " # that is greater than the current timestamp (`order_ack_ts[t]`).\n", " if open_bid_tick > INVALID_MIN and open_bid_tick >= bid_fill_tick_after_ack[t]:\n", " execute_value = open_bid_tick * open_bid_qty\n", " balance -= execute_value\n", " position += open_bid_qty\n", " num_trades += 1\n", " trading_volume += open_bid_qty\n", " trading_value += execute_value\n", " # Invalidates the price because the order is filled.\n", " open_bid_tick = INVALID_MIN\n", " if open_ask_tick < INVALID_MAX and open_ask_tick <= ask_fill_tick_after_ack[t]:\n", " execute_value = open_ask_tick * open_ask_qty\n", " balance += execute_value\n", " position -= open_ask_qty\n", " num_trades += 1\n", " trading_volume += open_ask_qty\n", " trading_value += execute_value\n", " # Invalidates the price because the order is filled.\n", " open_ask_tick = INVALID_MAX\n", "\n", " # The next local timestamp must be greater than the current timestamp (`order_ack_ts[t]`).\n", " while t < len(local_ts) and local_ts[t] < order_ack_ts_:\n", " t += 1\n", " # Breaks if no more rows remain for processing.\n", " if t == len(local_ts):\n", " break\n", " else:\n", " # Checks if the open orders are filled between two local timestamps.\n", " # The next row of data contains the bid fill price (in ticks) and ask fill price (in ticks) \n", " # for that interval (step).\n", " t += 1\n", " # Breaks if no more rows remain for processing.\n", " if t == len(local_ts):\n", " break\n", "\n", " # # If there are open orders with valid prices, checks if they are filled.\n", " if open_bid_tick > INVALID_MIN and open_bid_tick >= bid_fill_tick[t]:\n", " execute_value = open_bid_tick * open_bid_qty\n", " balance -= execute_value\n", " position += open_bid_qty\n", " num_trades += 1\n", " trading_volume += open_bid_qty\n", " trading_value += execute_value\n", " # Invalidates the price because the order is filled.\n", " open_bid_tick = INVALID_MIN\n", " if open_ask_tick < INVALID_MAX and open_ask_tick <= ask_fill_tick[t]:\n", " execute_value = open_ask_tick * open_ask_qty\n", " balance += execute_value\n", " position -= open_ask_qty\n", " num_trades += 1\n", " trading_volume += open_ask_qty\n", " trading_value += execute_value\n", " # Invalidates the price because the order is filled.\n", " open_ask_tick = INVALID_MAX\n", " \n", " return record[:rec_i]" ] }, { "cell_type": "code", "execution_count": 27, "id": "2b47c9f0-6395-49c3-be43-58c0e049982b", "metadata": {}, "outputs": [], "source": [ "from hftbacktest.stats import LinearAssetRecord\n", "from IPython.display import display\n", "\n", "def backtest(symbol, alpha, rel_half_spread):\n", " # Reads the preprocessed fill prices for the accelerated backtest.\n", " table = pq.read_table(f'data/{symbol}_20250801.parquet')\n", " \n", " local_ts = table['local_ts'].to_numpy()\n", " best_bid_tick = table['best_bid_tick'].to_numpy()\n", " best_ask_tick = table['best_ask_tick'].to_numpy()\n", " bid_fill_tick = table['bid_fill_tick'].to_numpy()\n", " ask_fill_tick = table['ask_fill_tick'].to_numpy()\n", " order_ack_ts = table['order_ack_ts'].to_numpy()\n", " bid_fill_tick_ack = table['bid_fill_tick_ack'].to_numpy()\n", " ask_fill_tick_ack = table['ask_fill_tick_ack'].to_numpy()\n", " best_bid_tick_ack = table['best_bid_tick_ack'].to_numpy()\n", " best_ask_tick_ack = table['best_ask_tick_ack'].to_numpy()\n", " bid_fill_tick_after_ack = table['bid_fill_tick_after_ack'].to_numpy()\n", " ask_fill_tick_after_ack = table['ask_fill_tick_after_ack'].to_numpy()\n", "\n", " # Sets the basic parameters\n", " skew = rel_half_spread\n", " order_notional_value = 50000\n", " max_notional_position = order_notional_value * 20\n", " fee_per_value = -0.00005 # 0.005% rebates\n", " \n", " tick_size = symbol_dict[symbol]['tick_size']\n", " lot_size = symbol_dict[symbol]['lot_size']\n", "\n", " record = accelerated_backtest(\n", " alpha,\n", " rel_half_spread,\n", " skew,\n", " order_notional_value,\n", " max_notional_position,\n", " fee_per_value,\n", " tick_size,\n", " lot_size,\n", " local_ts,\n", " best_bid_tick,\n", " best_ask_tick,\n", " bid_fill_tick,\n", " ask_fill_tick,\n", " order_ack_ts,\n", " bid_fill_tick_ack,\n", " ask_fill_tick_ack,\n", " best_bid_tick_ack,\n", " best_ask_tick_ack,\n", " bid_fill_tick_after_ack,\n", " ask_fill_tick_after_ack\n", " )\n", "\n", " # Prints the performance summary and plots the equity.\n", " stats = (\n", " LinearAssetRecord(record)\n", " .resample('1s')\n", " .stats(book_size=max_notional_position)\n", " )\n", " display(stats.summary())\n", " display(stats.plot())" ] }, { "cell_type": "markdown", "id": "f185f9d9-d3b0-47a9-815a-5893d6d6342e", "metadata": {}, "source": [ "To compare the performance of each signal, evaluate a zero-alpha, inventory-controlled market-making strategy." ] }, { "cell_type": "code", "execution_count": 28, "id": "9127eff9-ad49-4695-bb71-a2f956a89ac1", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:007.6093410.8941420.0011960.003273350.017.499080.3655650.000068347732.5629
" ], "text/plain": [ "shape: (1, 11)\n", "┌────────────┬───────────┬─────────┬───────────┬───┬───────────┬───────────┬───────────┬───────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPositi │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ onValue │\n", "│ datetime[μ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ s] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞════════════╪═══════════╪═════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪═══════════╡\n", "│ 2025-08-01 ┆ 2025-08-0 ┆ 7.60934 ┆ 10.894142 ┆ … ┆ 17.49908 ┆ 0.365565 ┆ 0.000068 ┆ 347732.56 │\n", "│ 00:00:00 ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ ┆ 29 │\n", "│ ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└────────────┴───────────┴─────────┴───────────┴───┴───────────┴───────────┴───────────┴───────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "alpha = pl.DataFrame(np.zeros_like(rev_usdt))\n", "alpha.columns = ['BTCUSDT', 'ETHUSDT', 'XRPUSDT', 'SOLUSDT', 'DOGEUSDT']\n", "backtest('BTCUSDT', alpha['BTCUSDT'].to_numpy(), 0.00025)" ] }, { "cell_type": "markdown", "id": "330e89a3-51a2-4044-a415-0815115ae89c", "metadata": {}, "source": [ "The backtest results for the BTCUSDT spot return alpha." ] }, { "cell_type": "code", "execution_count": 29, "id": "46460b6c-2479-4b49-b1e0-af29d08a62dc", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:0028.5299142.9957930.0075820.003411971.048.5506182.2224040.0001561.0488e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬──────────┬───────────┬───┬───────────┬───────────┬───────────┬───────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPositi │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ onValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪═══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ 28.52991 ┆ 42.995793 ┆ … ┆ 48.550618 ┆ 2.222404 ┆ 0.000156 ┆ 1.0488e6 │\n", "│ 1 ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴──────────┴───────────┴───┴───────────┴───────────┴───────────┴───────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "alpha = 1.0 * rev_usdt\n", "alpha = pl.DataFrame(alpha).fill_nan(0)\n", "alpha.columns = ['BTCUSDT', 'ETHUSDT', 'XRPUSDT', 'SOLUSDT', 'DOGEUSDT']\n", "\n", "backtest('BTCUSDT', alpha['BTCUSDT'].to_numpy(), 0.00025)" ] }, { "cell_type": "markdown", "id": "d7633b76-77b9-410b-ad6f-9330dca99797", "metadata": {}, "source": [ "For BTCFDUSD spot, the performance is weaker than BTCUSDT spot. Note, however, that this is only a one-day demonstration; comprehensive validation requires testing over a longer period." ] }, { "cell_type": "code", "execution_count": 30, "id": "44da8512-95f7-42fe-af0f-fa51f2148328", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:0012.04654817.3883930.0047110.007991665.033.2503760.5894530.0001421.0462e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ ionValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ 12.046548 ┆ 17.388393 ┆ … ┆ 33.250376 ┆ 0.589453 ┆ 0.000142 ┆ 1.0462e6 │\n", "│ 1 ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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oQaLp06ezlg8bNgzDhg2j38fFxSEmJgbbt2/Hhx9+yLmvFStWsFzs+fn5iIiIwLhx41iy3YAm7CsvLw8ODg6QSqUQtnScYIejkyPsxOyPnCqk3NjYiMjISNY6kUiEw4cP6xgvy5Ytw5AhQ3D9+nVkZWXR63k8HqZNmwaZTAYnJyd6AMVUfrO3twcAODg4wMnJCVKpFDweD05OTnBycoKbmxskEglrQmHChAkICwvD/v378eqrrwIAfvrpJzz88MOs4tCWolQq6X7pw9nZGYMHD8a1a9dQVVUFOzs7KJVKOtchKiqK9raKRCLaQO3Tpw+dM+zk5ITBgwfj4sWLrH3b2dmhubkZ7u7uJvW3qakJMpkMo0aNavfc7wsXLtCvY2JirL5/uVyOhIQETJgwwWQjn2A65PraFlte35SUFKjVavTp0wcODg4G26rVaqSkpOgsDwgI4Iy86SqQ+9f2kGtsWzr6+mqPSQGNUcsaAzW0TvLLpFLYiW1j1To5OZll1IpEIgiFQno8ee7cOezZswfjxo2DRCJBS0sLvv/+e0ilUjg6OoLH40EoFEIsFsPJyQnXr1/Hvn37cPjwYYwfPx6AxrCm2Lx5M2JiYlhhtvHx8ejRoweKiorQp08fnT4ZGo/l5+ebdT0IbafLGLUeHh4QCAScEtLG5KPVajW+/vprzJ07F2Kx2GBbPp+PwYMH04WKuZBIJKy8UmoGSCgU6jyklEoleDwe+Hw++Hw+7CUiZKybZLAPbUGlUqG2phaOTo46Dwvt8OPc3Fy6jVwu12nP4/EwduxYnVwFNzc3fPfddwgKCkJQUBC9PC4uDgDoc6X2p/1aXxvqmMz3FPPnz8fnn3+O1157DSUlJTh48CCOHj1qdvgKFzk5OUb3w+fzIZPJMGDAAFy4cAFqtRoVFRX0dhcvXkRsbCwUCgVrX46OjujTpw+EQiH4fD6kUinnserr61FUVITy8nKEhIQYHLTy+XxaKKE9fxTr6upYYdK2PHZ7n9vdBrm+tsXa17esrIwObcvKysKAAQOQn5+P8vJyDBw4UCfsrampiTOloaioCD4+Pl2+bi25f20Puca2paOur/aYFNCMKZhlv0S3q+jXwe72cJLZpp/mjt94PB4OHDgAJycnOt3vwQcfxI4dO/Dxxx+jR48e8PLyQk1NDX2O1HZ8Ph/p6ekQCAQYO3Ys57EvXLiAEydOcJbfyc7ORnh4OOc56BuPmZNWRrAOXeaKi8VixMbGIiEhAQ899BC9PCEhAQ8++KDBbU+ePIkbN27QMfOGUKvVSE1NRf/+/dvcZy54PJ6Ot9SaqFQqKMQC2ImFBh8Y1dXVKC0tZS3j8nrb29ujd+/eOttzxf1rb0sdn9nW0jySxx9/HMuXL0dSUhKSkpIQHByMkSNHWrQvU3F3d+esNatSqTijA7hyc/l8vk49WoFAQIcgU9TV1dElOEpKSox6YtobtVpttIwRgUCwHgqFgh4U3bp1i7Xu8uXL9DPk5s2bOh4EQ2rHhYWFNk0dIBAIXQ/meJH5mmkcdgYoR4tIJIKfnx/LkDQWcWdMlFSlUuH+++/Hu+++q7OOqgFL6Nx0GaMW0CiBzZ07F4MGDcLw4cPx+eefIzc3F8888wwATVhwfn4+vv32W9Z2X331FYYOHaoTXgsAa9euxbBhwxAaGoqamhp8+OGHSE1NxUcffdQu59RR3LhxQ2dZXl4ey/NqiIiICOTm5qKgoIAOAU5KSmK18fT0BKAZRLm6ugIALVWuD7FYrGPwARoDc/r06fjmm2+QlJSko2DdFuzs7NDQ0AAPDw/U1tbSImC+vr5wcHDQeVDy+XxOo766upqV66FPJbp///70daCOzcRU0ar2RHsCBNDM+HZ1jw+B0JlQq9W4evUqWlpaoFAo4O3tzWmAMp+RlFAhBaVXoA/t9gQCgcBEIhSgWXFH+6NFCbFQAZkNnTHmoM/RYgr9+/eHSqXCyZMn6fBjJjExMdizZw+Cg4OJl7WL0nmmX0xg1qxZ2LZtG9atW4eBAwciMTERBw8epNWMCwsLdWrWVldXY8+ePXq9tFVVVVi4cCH69u2LiRMnIj8/H4mJiRgyZIjNz6ejoISLtCktLdUp/dDc3IyioiLWX1lZGcaPH4+wsDA8/vjjSEtLw6lTp/D666+ztu3duzcCAwOxZs0aXL9+HQcOHMDmzZsN9i04OJiuzVVWVsZSmZ4/fz7+97//4cqVK3jiiScsPHs2arWaNipdXFxYsud8Ph8eHh46s3v6QtiLiopYpXy0VbYpBAIBYmNjERsbyylGxmXUdyQtLS2cnp/U1FRSb5dAsCJVVVVoaGigBUeKi4uNbqM96cas+01NLBpq3xFUV1dzRsEQCISOhxmIVlbXjMySuo7rjBUJDg7GE088gaeeegq//vorsrOzceLECfz0008AgOeeew4VFRV49NFHce7cOWRlZeHIkSN46qmnOt24jMBNlzJqAWDRokXIyclBc3MzkpOTMWrUKHpdfHw8Tpw4wWrv7OyMhoYGLFiwgHN/W7duxa1bt9Dc3IySkhIcPnwYw4cPt+UptAsKhQLJycmcxghVuJkL5oAIAA4dOgRfX1/W3z333AM+n499+/ahubkZQ4YMwfz587FhwwbWtiKRCLt27cLVq1cRFRWFd999F2+99ZbBfs+YMQOTJ0/G2LFj4enpiV27dtHrxo8fD19fX0yaNMkqAlEAW3Ld3t6eFVaszwtZXV3NuVx7QsDR0dHo8blmAylFws6ASqXSEbZiQgamBELHUl9fj+TkZFRUVCA7O5sVRRIYGKjTnivqor25ceMG/TteUlKC5ORkkt5AIHQSDFSV6fJ88sknePjhh7Fo0SKEh4djwYIFdPULPz8//P3331AqlZg0aRIiIyPx4osvwtnZuVOFYBP0Q/zr3ZS0tDTw+XyUlJTAxcUF9vb2Jn0pmTmv8fHxiI+P19u2T58+OHXqlMH9xcXFsaTiAXaOrXbdLYlEgl9++YVzX42NjaiqqjIpN1obtVqNjIwM2NvbIzg4mF7O9KwKhUIIhUJ4eXlBIBDovV7aM3YSiUTHYxkREWFy33r37s0KB+9MRq32ANjR0ZEVvlhYWGi1CQYC4W6nLSW6srOzdZbZopZ0W2E+/y9dukS/pjQFCAQCgQtD49E1a9ZgzZo1Oulb2o4uqVSKLVu2YMuWLZz7CQ0Nxd69e9vaVUIHQaYe7gKuX7+Oq1evdnQ3LEalUqGgoABvvvkmnJ2d8cADD5i9Dyq0ury8nDVwvH37tk7bwMBAg4aatgeXKwTXmCABE2dnZ/Tq1YuuwduZ0D43Nze3DuoJgdD9KSwstNq+uDQkAPMVR61Ne9fWJhAI5qFGN3bVEro1xKjthnB5+vTl0XJhTtv2IDc3F/7+/vjpp5/w9ddfW5TAz/SuUmHCluZIML2wLi4uOnlrzLpnpuLi4sIyhLOysizqm7VhemqDgoLg7u6uo+ZMck0IBOtgTYNPn1AdV7mKzgLlZamtrSXPFQKhoyA2LaGLQsKPuxlUiG5bKCoqQkhIiEXbcqkCt5Xg4OA275cpuEKF5DGVmM0JoRUIBHRtSMrrIRAIYG9vDxcXF4v7yDTWKysrLd6PtWCGovv5+dHGu0wmY+UVNzc3w87Ozuj+GhsbwePxdAqUEwgEDRKJRCc3Pzk5uYN6YxsM5eGr1WqUlpbSNdSjo6MBAA0NDSguLuYUviIQCNaFa7TFVfKRQOhsEE9tNyMjIwMFBQVt2geVNN9dqK+vZ836q1QqHSPZ3Lqw2jm3/v7+bTJoLemDrWF6/JmiVz4+Piyvsik5wEqlEhkZGbh8+bJ1O0kgdCO0DVpL8fb2pl9TaQ3Mcm0pKSkdZizn5+frXUelmlCvqef21atXUVFRgZs3b7ZLHwmEuxmlUgkX1EOAzldekEAwBDFq7yJM9XZ2t9k47XzixsZGnRBrU5SKbQ2fz9cbMtgRMCcCmN5VgUCAiIgI+pqZUleXOVjXrstLIBCsi7+/P+t1bGws/Vxvbm6mv7OdTZxJqVSyQrCVSiVaWlro3y5rGf0Ewt2Ood9tH14FgvglCOC1ph+RiGRuTBn/ENoPEn58F6FSqTjL1Pj4+KCoqIh+zwwlpbxw+mqzdna4ctTy8vLQp0+fDuiNcXx8fHDr1i0AHRvuU15ejpycHPo9Vx4zZZzW1dWZJSCVmZmJqKioNveRQOhO6CsVZglczw0qnYA5oXft2jVERESYJWxnS7giOQyVFOtI8vPzYWdnB1dXV8711G+PJRoQBIKtEIvF4PP5KCgogKenJ8Risc7zQqaoQRNPDQnqoVZpxoBNjU3g8zu/w0OlUqGlpQVNTU02FcVTq9VoaWlBaWkp+Hx+lx0jdzfI07abExMTgwsXLgDQGCHaHkk7OzudL35FRQVCQkJQW1tL160NDw+Hvb19+3TaiugTXGIOIDvTeTFDkGtraztE1KWqqopl0OrLgaU8uaWlpazQRgAoKytDVVUVQkJCIBAIWLOZRP2UQNCF+Z0zBa5SYp6ennqjTvRFSGRkZGDAgAEQiURmHb89yMzM7OgucJKVlUXrHoSGhsLJyQllZWWws7ODnZ0da1Kwq/52EronfD4fISEhKCws5ExVU6nUQE0p+Hd8syV3XLTCBin4XSCKT61Wo7GxETKZrF2cAnZ2dggKCupwVXmCBmLUdmNEIhHrS831pevZsyfng02tVtMGLaApC0SJdnQlmDVVmVDhbGKxGOHh4e3ZJZPJzs5GZGQkp3fdVigUCp28NX25vvb29qivr+ccRFPe5rKyMnh7e7NEpwgEgi6mTPaIxWI6eoYrnUR7comJTCbTKyKYnp6O2NhY0zraBsw1UjtruDFTyE/7nCIiIlgTFFevXm2Xa0sgmIpYLEZQUBAUCoWOynhBZSNcD/4fZDzNc2Z+8yYAwG/Px8Fe0vkmvrSRy+VITEzEqFGjbD5RJxAIIBQKu13KXleGGLXdjNDQUFrVNzQ0lLWuvr6eFVocFRUFoVDImRNQUVHBeq9SqejZL2sSHx+PJUuWtFmx2VxKSkoAWL9m4+eff47169cjPz8fW7ZswZIlS8zanhnColAokJqaCi8vLzg4OOgNc7MmXPWM9RmkLi4uqK+vh1gsRlFRESQSCRwdHZGWlka30TcAZ4ZWNzU1gcfjGcwnJsqLhLsdb29v+Pr60s93pkCbSCTqtCkVTGpqatq8j44uOWcsh64r14Qn3D3weDyIRCIdw08kUcG+LgdinsbYzW+6E5HVqIa7c+evXCAQCKBQKCCVSjtl9AnBtlg8opfL5cjLy8O1a9d0DCBCx+Hk5IQ+ffqgV69eOgYoj8djGReUkcD1xZ83bx4GDRrE+rOzs8PkyZOt2t9Zs2axPMJr1qzBwIEDrXoMQ2gbSiEhITh06JBF+6qpqcHzzz+P1157Dfn5+Vi4cKHZ++AysktKSpCVlUUb4rZEO5xRX58A0B7kuro65OfnIysrSyeEsqSkBGq1WscLRQ0MKVXkK1eucB5DrVYjJSWFDBQJdzV9+vRBQECATtQGlRoQGBhotFRWZw2P034GG0u5yM/PNztU25oYKkkEcBu97T1pSyDoo75ZgY9P3EDw8gNY85tuDnuTXEkbtEwq6oxXOSAQOhqzPLV1dXXYuXMndu3ahXPnzrEGwAEBAZg4cSIWLlyIwYMHW72jBNOxs7NjDQycnJxQU1MDgUDACjWhBjn6Zp6HDx+O1atX0+979OjBKhVhDWQyWYeKlDAHeunp6SgvL8fYsWMt2ldubi7kcjmmTZsGX19fa3WRJi8vD15eXhZtq1arUVxcDKlUqrf0kLbh6e/vj+LiYrokiDZMNVUKLrGb8vJy3L59W+dYAoEAzc3NUKvVOqqnFJmZmVCpVGhoaIBSqWzXUGwCobPAFeJPpU40NTWZlLPp6elpsJzO5cuX0dTU1O75tR4eHigtbVVZNUVNtKKiosOiN4wpRvP5fJ1zqK2tbXPJNwLBGvRbfZh+Hf9PDuL/ycGkft547+EoOMtEmLA1ETmM+bEY3nVcUPeBu0PnqcxAIOjD5KnbrVu3Ijg4GF988QXuvfde7N27F6mpqbh27RqSkpKwevVqKBQKTJgwAZMnT+60Ag93I1S4FlXAnoIaEOgbGIjFYnh4eNB/fn5+rBDYzMxMjBo1ClKpFBEREUhISACPx8Ovv/4KADhx4gR4PB5rljo1NRU8Ho+eaY+Pj6d/7OPj47F27VqkpaWBx+OBx+MhPj4eTz31FO677z5W3xQKBXx8fPD111/r9FutVsPT0xO7d++mlz322GOYOHEirdKbnp6OoUOHsgYo+/fvx6RJk+gw2D179qBfv36QSCQIDg7G5s2b9V7j+Ph49O/fH4AmT5l5jr///jtiY2MhlUrRs2dPrF27lmXAVVdXY+HChfDy8oKTkxOeeeYZlveaib4cYWPU1tYiPz8fN2/e1FtXltmngIAA+Pj4ICoqihWyzsSU+rQAt0ANlZPGPCZVH1mlUqG2thZqtZp1vkRgikDQeG1dXV3Rt29fCAQCk0WIjE0IUfmrhgxfW+Du7s5SQze1zFBHPQ+4olmYcBnlJHWC0BnIq+AWizt8uRhRa4+gulE31ciTp5motpeQCWVC58dko/aff/7B8ePHcf78eaxatQqTJ09G//790bt3bwwZMgRPPfUUvvnmGxQXF+OBBx7AyZMnbdnvrotaDbTU2/ZP3sB6L2+oAeSNKC4q4gwVd3Z2NqnrzB9mlUqF//znPxAIBDhz5gw++eQTLF68mF5nCbNmzcLLL7+Mfv36obCwEIWFhZg1axbmz5+PQ4cOobCwkG578OBB1NXV4ZFHHuHs55AhQ7B3714AmrDgrKwsqFQqeh/Jycno27cv65x+++03PPjgg/T6Rx55BLNnz8bFixexZs0avPnmm4iPj9fb97/++gsAcO7cORQWFiIwMBCHDx/G//3f/2Hx4sXIyMjAZ599hvj4eGzYsAGAxgCfNm0aioqKcPDgQSQnJ2Pw4MF49tlnOb2e+oxdY1AGI6DxyKSnpyM/P58ORy8sLGSV0zDFI2+qiIuhQSBzYHrjxg2oVCqUlJQgMzOTFpuiMLXOMoHQnXF0dETPnj1tViqmvY1Fe3t7vUZfZ8yJM2bUctHZ6gET7k7e+ZM7zYciau0RnWVKUBF9NukSgUFiYiLuv/9++Pn5sRxEFHv37sWkSZPg4eEBHo9H6yswGTNmDO0Uov5mz57NahMcHKzTZvny5aw2ubm5uP/++2Fvbw8PDw8sXrxYx5Fx8eJFjB49GjKZDP7+/li3bl2Hj9NM/lX8+eefTWonkUiwaNEiizvU7ZE3AG/72Wz3fAAu2gsL7oQcP3UIco7Bg7OzMxwcHGBnZ8fK2zx16hTuueee1n3z+Vi+fDnefPNN/PXXX7hy5QpycnIQEBCAsrIyLFq0CIsXL7bYmyiTyeDg4AChUMgKeR0xYgTCwsLw3XffYdmyZQCAb775BjNnzuRU5i0rK0NERAT27dsHALhw4QKioqIQFBSECxcuYPjw4UhOTmYpUubn5yMtLQ1Tp04FAGzZsgXjxo3Dm2++CUDjHcnIyMDmzZvxn//8h7Pv7u7uADRhflT/N2zYgOXLl+OJJ54AoPHirl+/HsuWLcPq1atx/PhxXLx4ESUlJbSH+OOPP8ahQ4eQmZmJhx9+WCd/zJJ6lkyFa5VKBZVKhaKiIhQVFaFXr16cCtjGCA4OZqmA6oNLHCY/Px8+Pj46IlSpqan0AFA7d+3y5cuIiYkhXg8CwQrIZDJO0aXq6mq0tLR0irqLhlTTO2rwpK0Wawg7Ozs0NDSwJhUJBGOcytSE448M9bTK/mqa5JArVHCzb/1On1kxDntTbuO9Q9cMbquC5vdWSSaVbU59fT2ioqLw5JNPYsaMGZzr4+LiMHPmTCxYsEDvfhYsWIB169bR77lS/NatW8faB3MsrVQqMW3aNHh6euL06dMoLy/HE088AbVaje3btwPQjOsmTJiAsWPH4t9//8X169cxb9482Nvb4+WXX7bo/K1Bm6d65XI5rl+/DqVSibCwMIMKpoSOQcgHFAZm2Xg8HsLCwgBoBjTUTPSgQYOwYsUKul1QUBCCg4MBAFeuXEFQUBACAgIAaG7wAQMGADA8ELGU+fPn4/PPP8eyZctQUlKCAwcO4OjRo5xtb926hUGDBmHTpk2oqqrChQsXMGbMGAQFBeHUqVMYPHgw0tLS8Oijj9Lb/Pbbb4iLi6PDk69cuUJ7bSni4uKwbds2swY1ycnJ+Pfff2nPLKB5YDQ1NaGhoQHJycmoq6ujDWKKxsZGZGVlwd3dHe7u7khNTaWPa47oiCl5Z9olfEzNW+Xz+RAKhRZ7dtRqtU6urTGys7PRs2dPi45HIBBacXd3R3NzMyufleLixYvtWobGkuie69evIzIy0ga9MYw5xjTzt4IouBNMobK+BXO/OsdadmXdZMjEloX/nrhWgnnf/Mtatvr+CPg4S7FoTG8sGtMbX53Oxvo/Mji3592pV6siRq3NmTJlCqZMmaJ3/dy5cwEYr2luZ2enVwuFwtHRUW+bI0eOICMjA3l5efDz0zjhNm/ejHnz5mHDhg1wcnLCzp070dTUhPj4eEgkEkRGRuL69evYsmULli5d2mHPujYZtadOncLs2bMhl8uhUCggFArx7bffWl0ht1shsgNWmu8VMxWVSoWa2lo4OTrSIkiy65morasDhBqRIENGkYuLC513K5PJEBgYSK8LDg6mjT7tH3ZDqrnMtpYavI8//jiWL1+OpKQkJCUlITg4GCNHjtRpRw0ievXqBRcXFyQnJ+PSpUuYM2cOAgMDsWHDBvzf//0fmpubMXDgQHh4eABghx5Tfdb+UlriGVCpVFi7di2nd1cqlUKlUsHX1xcnTpzQWc8UFgkICKDDccvLy00q75OdnY2Kigp6IsJUzFFJ1dc2LCwM164ZngFmhjubiimeYQKBwE1ERAQyMjSDV7FY3O51YLUnwagJNEsE4Jqbm+lxR2dFKBTSv40tLS1k0p9glJJa3bFU31Waigw93O3w3owBiP8nB/lVjbATC3AuuwIqNeDhIEaolyMKqhshFvDxZFwI3OzFeP+wbuWA8X3Z6UVP3xOCp+8JAQCs2n8JSGldJ4RmTKVSEaPWUmpra1kRaxKJxKbPgp07d+L777+Ht7c3pkyZgtWrV+uIDb777rtYv349AgMDMXPmTLz66qt0dE5SUhIiIyNpgxYAJk2ahObmZiQnJ2Ps2LFISkrC6NGjWecxadIkrFixAjk5OQgJCbHZ+RnCrF8D7YH+kiVLsHPnTowZMwaApkbns88+i+zsbKt2slvB4wFi04Q9LEKlAkRKzTEoo1Ik0ywD6BvQ05M7rMWQQcOcTY+IiEBubi4KCgrg5+eHhoYGXLx4kdWeOkZhYSFthHHlADARi8WcnlB3d3dMnz4d33zzDZKSkvDkk09ybk95HXg8HqKjo3Hy5ElcuXIFI0eOhKOjI+RyOX755RdER0cjPDwc7u7uqKurw/Hjx/HRRx+xzu/06dOsff/zzz/o06ePWQOwmJgYXLt2Db1799a7vqioCEKh0KDxqW1gm+IdpfKnzS1/YarwjCHs7OzQt29fVqkegUAAlUpFTw5Ykpum774lELoTQUFBaGpqQklJiVXrUzPD0JRKZbtPEkmlUtTV1cHJyQnNzc30wMfSckOVlZUd9kwwZeLO2Hk1NzejpqYG7u7unbbkEqF9aVbojwS7Vd6AWZ+f4VxXVteCsrrWlJ2V+y5ytgOAQDdu8UcACHCV4YbKD735GufLaH46StUumPwBDwGuMnwzbzB6euqmff2SfBtXCmvw+tS+4PNJRAKTiIgI1vvVq1djzZo1NjnWY489hpCQEPj4+ODSpUtYsWIF0tLSkJCQQLd58cUXERMTA1dXV5w7dw4rVqxAdnY2vvzySwBAUVGRjq6Kq6srxGIxioqK6DbaY1Zqm6Kioq5h1A4ZMgSfffYZYmJiAGhmHoOCguj11A8xoXPBzI2iDAp9s9vMH9aWlhYoFAras1tWVoaYmBh4enpi/PjxCAsLw+OPP473338fKSkptFFI5Xz27t0bgYGBWLNmDd566y1kZmYaVBAGNN7g7OxspKamIiAgAI6OjrQhPn/+fNx3331QKpV0jqo2TKXd2NhYbNmyBdHR0XSJo1GjRmHnzp1YunQpXR7n0KFDCA0NZYW1vvzyyxg8eDDWr1+PWbNmISkpCTt27MCOHTsM9l+bVatW4b777qNnw/h8PtLT03Hx4kW89dZbGD9+PIYPH47p06fj3XffRVhYGAoKCnDw4EFMnz4dgwYN4txvfn4+QkNDzeoLwF1uQhtzwnv1hZjw+XydmUilUonQ0FBOZXSJRGKSkUs8HYSuBiXIRqVqmIKnpyfUajWtd2ALeDwe/Pz8kJeXZ5P9a0NFdAGa8zO3xE2/fv10nh22HG+oVCrI5XK9zxzmcjs7OwQGBrKMXO26wVyRPpcvX6breNuiDByh69HYojFqe3ra49jLY5B0sxz//e48apq4J7LFAj5alCrwecDG/wzAzbI63K5sRE5ZPS4XaLyDDw70w2uTw3Exvxr3hhsuC8gDjw45BoA5wmOYIzyG4KYfcKu8Aav2X8b384eytglefoB+PTjYDZMjDYe+3m1kZGTA39+ffm/LcQwzTzYyMhKhoaEYNGgQLly4QNtuL730Et1mwIABcHV1xcMPP4x3332XToXjGttpOzb1RTN2ZJqFWUbtjh07MH/+fIwePRpvvfUWVq9ejdjYWISFhUEul+Pq1at0EjGh8+Dn50d77SiDRt9Nx/QAJiUlYdiwYaz1PXv2xM2bN8Hn87Fv3z48/fTTGDp0KHx9ffHqq6/ihRdeoNuKRCLs2rULzz77LKKiojB48GC89dZbmDlzpt6+zpgxA3v37sXYsWNRVVWFb775BvPmzQMAjB8/Hr6+vujXrx8rLIIJUy1z0KBBUKlUrLqzo0ePxq+//orRo0fTy/bv36+TPxsTE4OffvoJq1atwvr16+Hr64t169Zh3rx5nMJH+pg0aRL++OMPrFu3Du+99x5EIhHCw8Mxf/58AJrP4eDBg3j99dfx1FNPobS0FD4+Phg1ahRrpkw7bJtLTbOhoQG3b982qIwaFBSEW7du6Q2l7t+/v1kPJKYh6u3tjeLiYtpzwuXR1leT2NvbG3w+Hzdu3DB4vI5W1iMQzEGpVNIz23K5HN7e3npLZGnD4/FY9catBRUC7OLiArVazWnUWtM7rFAoUFhYyBIhtGTQI5VKER4ejiNHWhVazXkWm0tKiiYGMzw8nI5eYT7vmM83d3d3ncmH8PBw1vOsoqICXl5erGcz9Twj6sh3Nw0tCpTVtkAmFuD8LU30REOzxrgd3ssd6WsmAdCEAKvUaihUakhFxiPGlCo1BAyvqZ8L9+8vEx4PEED/xHeLIYEWAK/8nEYbtU1yJT5PzMK94V6I9DetykZ3xNHR0SbPclOIiYmBSCRCZmYmbdRqQ43zb9y4AXd3d/j4+ODs2bOsNpWVlfRvGAD4+PjQv20U1DPelOoZtsIso3bo0KE4d+4c3nvvPcTGxuK9997DtWvXcPbsWSiVSgwZMkSvsUHoOJg/opQkt75BBeWVXbNmDdasWYPY2FgkJydztu3Tpw9OnTqldz2gEVdKT09nLWMaJvPmzaONVkAzg/XLL79w7quxsRFVVVV4+umn9R6PeV4RERGoqqpilSxasmQJlixZQr9XKpU4ePAg/vzzT519zZgxQ0eBzpCXc+DAgZxG16RJkzBp0iS92zk6OuLDDz/Ehx9+qLeNIXGq5uZmSCQSOtQ3LS1N7/fQ3d0dbm5u4PF4qKurQ0VFBR2y7eXl1SbF04CAAKPeKH0hdo6OjpBKpZBIJAbLFjU1NeH27duQy+UdFt5CIJiCSqVipVtUVFSgoqKCDs3Xxs3NDRUVFWZ5dC1hwIABUKvV4PP5ep8r1pxpT0tL01lmao1rY7RHZNiNGzcQFRUFhUKBS5cu0cv5fD769euH2tpaWpuBifakHlWmjkvBnUzW3b3sS7mNl3brfkeKanTvbT6fBz54EJqYASWwIAx4aIg7hDz9441zObplIZnUNbc6Rr5IzMKWhOvYknAdORunmd0XQtu5fPky5HK5wUgQagKPajN8+HBs2LABhYWF9LIjR45AIpHQAoLDhw/HypUrWUr5R44cgZ+fn9k6LtbE7CQOoVCIlStX4o8//sD27dvx7LPPIjY2FtOnTycGbSeF+eNKzWzrG7QY+3HtiPwllUqFgoICvPnmm3B2dsYDDzxgsC2g8TT079/faA3e8vJyvPTSSxg8eLBV+2xtfHx84MgQ/6LIz8/HpUuXdHK7DJXooT57BwcHVkgMFY5tTbT7y2XUent706F6EokETk5OOmrQFOXl5SguLkZFRYVFpY0IhPagubmZHiho09DQwCnW116hWzwej/4eWvo70Fa4Stxo5511FqjoJS7jXCqVwtPTk76OPXv2pJVAAbDSsyi4POOW1nYndH24DNqOpH+AM7zsLRdfGxriRotKUeHPBNOoq6tDamoqPRlKpeLl5uYC0EyMpqam0mJ/165dQ2pqKu0xvXnzJtatW4fz588jJycHBw8exMyZMxEdHY24uDgAmgjMrVu3IjU1FdnZ2fjpp5/w3//+Fw888AD9vJo4cSIiIiIwd+5cpKSk4OjRo3jllVewYMEC2uM8Z84cSCQSzJs3D5cuXcK+ffvw9ttvd6jyMWCBUZuRkYE9e/ZApVIhISEB999/P0aOHImPP/7YFv3T4eOPP0ZISAikUiliY2Nx6tQpvW1PnDihU2CYx+Ph6lW2GtyePXsQEREBiUTCqm/andF303HNsDANw464WXNzc+Hv74+ffvoJX3/9tUG1S8rzYKrYkZeXF954441OX2pBIBCgT58+Onlo1MPMlPA1rjwOgUAABwcHyGQyi7y0lDq2vpBK5qDO3d2d8zpzeaZMmSAzFqpMIHQUhqINAN0yWkCrsnd7eu06yqjlmrTSl5pgCFtNpDONTHNyf11dXREZGUk/a2Uymc7vFRUZw7zGlpw7oevyTzEP6w5cNfg9Wz+9/ctVUYh5+idZPBwM54Oeza5Az5UHAQClda3h+rnlDSwvLkGX8+fPIzo6GtHR0QCApUuXIjo6GqtWrQKgqdIRHR2NadM0Xu/Zs2cjOjoan376KQCNfs7Ro0cxadIkhIWFYfHixZg4cSL++usv2rklkUiwe/dujBkzBhEREVi1ahUWLFiAXbt20f0QCAQ4cOAApFIp4uLi8Mgjj2D69OnYtGkT3cbZ2RkJCQm4ffs2Bg0ahEWLFmHp0qVYunRpu1wrfZg1HbNt2zasXLkSAwYMQGZmJjZu3IgFCxbgvvvuw0svvYTvvvsOn3/+Ofr372+Tzu7evRtLlizBxx9/jLi4OHz22WeYMmUKMjIyOGdEKa5du8aKZ2d6G5OSkjBr1iysX78eDz30EPbt24dHHnkEp0+fxtChQ7l21y3QN5jRlv0GNIJPt27dQllZGaqrq1llfrQfyufPn7duR6ExtE0ZZDU1NdG5w5aUiOgKuLi4oLCw0KJt9X1HwsLCLK6hSIXd6csXYX4OzPuGQl+dNOZ2UqkU9vb2KC8v52wLgBUCQyB0NHK53OJSM+0ptmgsDcVWmCt+pc+La07NcHNgGrUODg5tCpe2t7fnjCqpra2lX5eVlaFHjx4WH4PQtdidJQCycvHdmVzO9eunR2LusA68H9S63yseVFCDj0E9TMu3b2hRIPlWq7r6qPePw9tJgrMrx1utm92NMWPGGBzraqfraRMYGIiTJ08aPEZMTAzOnOFW0GYSFBSEP/74w2Cb/v37IzEx0ei+2hOzPLXvvvsuDhw4gDNnzuDChQvYsmULAM3A9rvvvsO6devwyCOP2KSjALBlyxY8/fTTmD9/Pvr27Ytt27YhMDAQn3zyicHtvLy84OPjQ/8xB8zbtm3DhAkTsGLFCoSHh2PFihUYN24ctm3bZrPz6AyYa8BQxqK2Qq12ojhgnZIwlsCse9pdjVrmpIOp3pTQ0FAEBAQYFCqw1FPN5/Ph5eWlo/RJwfwcuD4TfWF3zDDlpqYmvR6Z27dvIzk5GRcvXqTr+BIIXZnOHjViDcw9R6YnkxlxYmndc2Mwjdjbt2/rlKszB6Z4IYVardYxdBUKBcvQJXRPvjydY7RNhxq0AKDS9ajyQaVHaDXVU7/2Rolu9Fhxjfll/AgEczC7Ti012BQIBDqD6gkTJujNI2orLS0tSE5OxvLly1nLJ06ciH/++cfgttHR0WhqakJERATeeOMNlhpuUlISS94a0Aj7GDJqm5ubWcYd9UOkUCh0fmTlcjnUajVUKlW75M1Qnwl1TArtYxvqD5/Ph0KhgEQiodswVZGZ21VUVOjsR6lUWnyuDQ0NEIvFnF4OlUqFK1euwN7eXidM+tatW6xj1tbWGs2ntQR917e9UKvV9N+///5rVBq+R48ekMlkkMlkNhsAGoKqOywSiejjM+8lNzc3Vr+o18zyHxRctXnz8/Pp10VFRfDx8SH1Hg3AvL4E68N1jzNxcXGhvaDMz4Aq60Jt256fj76+lpaWml12x9T96zs/fX1h3rfe3t50u5KSEqsJazU2NkKpVMLBwcGoEevp6WnyZ1RaWqrjUS4rK0NjYyPrfNPS0qBQKNCjRw+9mgLtAXlG2Iafk/Ox8tfLetfzeUBMkAu+nBvT4ddeqFJAe9pJABWUEODPS0Ws/mWV6ubHA8ADO/7mXJ5bVgtfZ+5JcGvQme5ffc8zgu0wy6h95ZVXMHXqVERFReH69et4++23ddro89i0lbKyMiiVSh2paG9vb05vIaBR8vr8888RGxuL5uZmfPfddxg3bhxOnDiBUaNGAeAuMmxonwDwzjvvYO3atTrLjx49qqOCKBQK4ePjg9raWqspPpqC9oyvtjDHzZs39YZr+vr6ori4GF5eXrSwFHN7ZhmF2tpanXA5hUJhUamF+vp6ZGZmQiAQcIawV1dXo7y8HOXl5XBzc2Ot0/bS1dTU2LTcQ0fOqNfX16O5uRkXLlwwGn5n6D5uL1QqFXg8Hi12wMyFLSgo4DRCExISWO2KiopMyqHNyMjQuTcIujALsROsi1Kp1Bve1aNHD9y6dQt8Pp/13VSpVMjKygKgyctsT6NG3/cqOTmZJSRnzf3rey7p6wuzvVgsZl3ftLQ0q5SQoI4dEhKC7Oxsg21DQkJM9t5yndONGzdQW1vLKZj1zz//mFUr3FaQZ4T1yKsDNl00PNx+Z7ACUkEZTh49YrBde/Bgi+59yaxde/DgQfr1i0nmpVls33McDQpgqJcazjbMGOoM929ZWVlHd+Guw2yjdvLkybhy5Qr69++P8PBwW/VLL1xS+PpCmcLCwhAWFka/Hz58OPLy8rBp0ybaqDV3nwCwYsUKVjJ0fn4+IiIiMG7cOJ1BgEqlQnZ2NmpqauDp6QmRSGTT8DK1Wo36+nrY29uzjqMdAqVSqfQatWKxWCdUlbk9cztPT0+dAYpQKLQov/H27dv0cbi2r6uro9cLhUK6LI2dnZ3O+fn7+9skx1Lf9W0P1Go15HI56uvrIZPJMHToUINeydDQUM4c6Y7mwoUL9GvtumlyuRwJCQmYMGECYmJiUFBQAB8fH/j5+bG204e/v3+H1kjr7DCvL1dYJKFtyOVy/PHHHxg2bBgdbdK7d2/U1NRArVbD19eXLnE2cOBANDU14ebNmwgJCaFD7Kn7vb0w9L2KiIho80Q11/711UvMzs6mBbO42lP374gRI1jPvpiYGKhUKoujNNRqNasurbaYJJNevXqZFQXEdf59+vRBbm6u3vxpfdenPSDPCPNoaFEgav0xAMB3Tw5Ck0KJj05kIcTDHvtS9FchoHhooC/uj/LFyN66ZaE6hLpigCPgklm7duCIsTicUYK3/7ym29AIf9wWoVGuwoE8IHP9xLb0lJPOdP8yI8kI7YPZShaRkZG0XH174uHhAYFAwFns15xB7LBhw/D999/T7/UVEDa0T4lEwgr7pDyCQqGQ80vUs2dPukadrVGr1WhsbIRMJmMZXVSNVwqxWGxWDmJxcTGrXA617/Lycvr6eXl5oaSkBCKRyGwhEEBj1FIqvs7Ozpx1/qhzcHR0RFVVFUpKSmBnZ4eGhgZWWxcXF5uEoeq7vu1JUFAQ5HI5617j8/lQqVQIDw9HUVERXFxcOq3HMjQ0lPaE6PvREYlECAgIgKurKz2BMHToUFy6dAnNzc2scGbt7Tr6h6wrQK6T7eDz+RAKhbRRyyxRpVQq6eXMmqdZWVn0colE0q6fjSFBq4aGhjZPjHHtX9/5UVFNTPz8/HTau7u7s9plZmaisbER4eHhFmk6NDQ00P2sra01eE0cHBzM+nwcHR3R2NgIQDOBrlarIRKJ4OnpqXdM0Bm+m+QZoeFsVjlmfa6JDJgzNAhPjgjGt0m38N0Z3fHT3G9ahTJT83TFwTbPjMLUfp549rMjuFwrRZC7Pd6fORBCQSdKmVFzh+3yGUbt6M3cVUdkIgE8HSXIrWjgXA8AjfLW/YS+eQRbHonCf2K4UwiUKjVe2HUBBy9qxph7nh2OqAAX1DQp4CAR4khGEVbtv4zfX7gH/i6avPuK+hbUtHSO+9dSsUCC5Zh8xTdu3IgXXnjBpB+Ms2fPoqysjJadtgZisRixsbFISEjAQw89RC9PSEjAgw8+aPJ+UlJSWEWIhw8fjoSEBFZe7ZEjRzBixAjrdByavgcFBUGhUNhMrZFCLpcjMTERo0aNYn2hq6qqWGVXIiMjzfJk1tXV0UZEY2Mj+vXrB0BTyoXP58Pd3R1eXl64cuUKRCIRQkJCzO57Q0MD7SHu0aOHzgPJycmJNsTd3NxQV1dHezS0c7969epl9vFNQd/1bS8EAgGEQiEKCgpYkzGenp50bpmtzt1auLi4wN7e3uhgmcfj6UyOREZGQq1W6/UudYY8mu5MbW0tKisrERgYeFcIGpmCdmSPttYEc3LNlIm27n5dmb+/2jg6OkImk0GtVqNnz56oqanhrJ+tbfxSRuPt27dZ0VmmwtRHKC4uNrmtuVD3RmNjo0GhPyoaiNDxUAYtAPxwNhc/nOVWLDaF/8T4Q6FQ4KFgFb6YOqZjjC61GmisBEquABIHwDfKpM0CeGW4qtZfZQQArqyfjNomOfqvMT2EeulPaTh4sRBfPjGYtbyyvgXTP/4bt8pbDeQZnyRx7iNu4zHW+3BnPmab3ANCd8JkozYjIwM9evTAzJkz8cADD2DQoEF0aRyFQoGMjAycPn0a33//PQoLC/Htt99avbNLly7F3LlzMWjQIAwfPhyff/45cnNz8cwzzwDQhAXn5+fTx962bRuCg4PRr18/tLS04Pvvv8eePXuwZ88eep8vvvgiRo0ahXfffRcPPvgg9u/fj7/++gunT5+2at95PF67zBwJBAIoFApIpVK9IcOA/hIs+pDJZKwBmVqthkwmo73WUqmUfi8QCCwOWWN6wCk1Y6lUin79+qGpqYleX1xcbFAkyVa53fqub3vTlcvX8Pn8NqUuUMYu5dX38PCASCRCYWEhFAoFKisrLY4WIOinvLwcOTk5ADQK5x0pZtMZqK2tZdWjpWoLahs9zOemKQZrexu1vr6+ej2GVVVVbQrnZxpu1HPcEDwej1W+R1/9VmtH4VDq/qagrya3PrhU33Nzcw1e1/asVUxoG84yET5+LAaPfXlWZ92MmADsuXAbAHB57aTOMWH11QTg9r+t7+f8BAQNB6R3xoSnt3Bu5sqrBQzcllfXTwYASEW693vaqomIWqff0P3rSgk2Hb6Glyb0gYCvuUZjN59AVYNlk9SNyk5wnQkdgslG7bfffov09HR89NFHeOyxx1BdXQ2BQACJREKHfkZHR2PhwoV44oknjKqyWsKsWbNQXl6OdevWobCwEJGRkTh48CBd362wsJAWowE0ismvvPIK8vPzIZPJ0K9fPxw4cABTp06l24wYMQI//vgj3njjDbz55pvo1asXdu/e3e1q1Lq6unLmKpmKdimfwsJC9OzZkx7A8Xg8+oGtVCrbPNPMHCw2NTWhpaWFpRx6t6Mdbq2v3mt3xcXFhTZqe/ToQQsyUEJiABAbG2vy/lpaWlBVVQUPDw+inqwHyqAFdJ8HdyPMZxSgETNqbGzE7du3aXX2yMhIswey7T3w9fHxoY1aKo2BgvqOWQpTJMma+f36vqOWqo3aUsme6/N0cXExaLiSsMXOwdWiVrFJR4kQH86Jxo3iOrQoVXh2dC/w+dzf1ex3ptKf++ZHTPOEtguKZrZBCwA/MMpwrqkGLnA7pMrU3HnkV9ZNhlKtpo1ZEUcotbOdCH+8cA/u267fWbTj+A3sOH4DMpEAV9ZP1jFos9+Ziov51WhoUUImEiDQzQ6peZWICXLF2ewK/Hz+Nv66UozXp4bBs0K/yjShe2PWk3PAgAH47LPP8OmnnyI9PR05OTlobGyEh4cHBg4cqKP8awsWLVqERYsWca6Lj49nvV+2bBmWLVtmdJ8PP/wwHn74YWt0r9Pi4+PTJqNWIpGwBrLUvqjBENOoBYCrV6+aZVSYgrHQbYFAAKVSSUcQdGe8vb1Zynp32yDI3d0dFRUVtLewrYYopWSal5dn9fu2O0I8SbpQkQIUdnZ2NpnctTZ8Ph8+Pj6orq5GeHi4VcvyMRXorflc1mf46xNeMoazszM9GWZtnJ2dUVtbCx6PB09PT5SUlEAqlRr8PeuIcnEETQ5nTaMcMrEAEiEfk7e15o7++nwcenk6YGyYbjg8AHwweyBe/DEVh5eM6hweWS6OvGl4/Rr9AmgNat1n2SePxUAm1vXMMunvr9lnpL8zcjZOQ2V9C1zsNIKpl/Kr8d/vkpFf1Ui3b5QrMf9/51n7+GH+UPB4PAwIcGEtvzdcE+0wqZ8PJvXTTOzL5XIcPEiM2rsVi0bCPB4PUVFRiIrqRDNQBIMww7gsqd/KFULFHNg2Njba9EFeWlrK2QcmSqXyrjFIbBVe3VUQCoXo27cv/Z7LyDKmYq4Pks/WCiVwFxoaylpOcpeNox1NYSodMSD29/e3SvkeQOMtra2t1dE5sGYERHtHUwQEBKC4uJiOCjMHLy8vOh2itLQUgMar3x5OAILp5FU0YOR7x+n3I0PZn4+x2qoPDvTHgwOt8x2CUg7whYC1nwVqxmTJ7B+AH+eYvCmfp9IJP57Snzs/3sNBjLI6TQnL/c/Fsda52remTkX6O+Pv5ffinYNX8FliFr38ryutee3nXh8HL8e7e7xDMJ27y71zF8Pj8RAZGUmXFrJke22YocD19fVmD8YaGxtRXFwMPz8/ozmiXPWECQQKrkFuY2Oj2flvhFYaGhpQUKApSaEdatvRqpIdTVsE/3r37o3a2lq9gkSd1stjItevX0djY6NOSoQ1vY+GrpElk1n6+jZgwAAoFArIZDKLf394PB6tRM/0JFPiVly0tLSQZ1c789wPbPHBU5mtkVCejhLYidtpuCxvAjYw7rVxq4GRS/W3N0ZVLrCtP3vZvW8A4dM04cYqFbDO1ehumCV9AGDvIv1iqudWjsfiH1Nw3wA/vSHaTFZM7YunR4bg/u2nUVzTGhF4f5QfMWgJZkGM2rsIiURicQiYj48Pbt68Sb93dHRkeWsEAoHZA4mMjAwAmjzI2NhYyGQyvT/0zs7ORlUpCXcvXPfelStXIJFIzC5B1tWNCmthKH/d1irunZ3bt2/Tr52dnVFdrVu+Qx/Ozs5wdnamS7109lqG5hqJ1DNcW3zJmt8rQ/tSKBRmT7rU19dzLre2uCMzPF3fMQGNkJS2p5tgW9Jv6/8Ol9a2o4ZA+Q32+6NrNX+ARtSp9wSgKA3IOgk4B2i8rxXZQG0B4BwIVOcBYgdg2CLAyQ9I3KR7jB4M7ymfrzFu1Wog7yzw9STObvG13LQxQfoNYT6fhx1zzKu17OUoxdmV4/HgjtNIu/NZbO1M+ciELgExagkm4eLiAk9PTzp8SiKRsPKlvL292zxoaWlp0btOu3YhhSFDuLsTHh6Oq1evtklJuLugLxy7ubmZritsCGbd27s9n02tVqOiooJTEZeqs3k3GrW1tbXIysqCn58fK5+9Z8+enHmoxkLYKeNW26jtbJMq1dXVJhtYzN8E7ed5e3n3MzIyzE6Non7XbI2np6dJ4lskvL9z8dvzccYbWQuVAbEzpqiTMZJ26F/Xg8PLyuMBQcOA0cuBkxt1Vm+fPQBytzCU1zUj2oBB21b2P3+PzfZN6P4QmU+CyQQFBdG1UNVqNcs7wePxzMpz0v7RNjZQ1mdoMAeAxgyX7oa9vT1iY2NJ/icM5xjfvn1bx3BQq9UoLi6m8x6Z9+PdLoJUUVHBUjpmEhSkqVPY0tKCoqIiXLhwga4d3d3Jzc2FQqFgKewLBALw+Xz6uQgADg4O6N27t04esj646rB2JswxsDIzM/WuM6aJYC6xsbGcE3oKhcLs7zBXqK8t8nZNnbDoyiXbujr9/JyQs3EanooLgaudCKmrJugIFNkU+Z1cfLdewJtlQJTpea8ImwbYe2k8tUxkrsBQTelLvMBd451GzB323u/U8xiY9CLGBfLhZk/uT0LnxCqe2pqaGhw7dgxhYWEs8RZC94P6UdYeNJg7iEhPT2e91xdaTCka68PBwYE2TEgOEoGLmpoa1NTUwNvbm1aJLisro0NItQfGmZmZcHFxQUhISKfzmrUH+sIi3dzcaMOkrq6O9jiVlZXB19cXjY2NcHJysvialZaWori4GMHBwZ2yxjCXsi6VZ8k8Z0dHRzg5OZlsxGk/OzvbPWdpmZz2QJ/3t7CwEH5+fibvh0vUyxZl0gxNvAYHB6OkpAQNDQ1ERKoD2fCQJv901f0RWHV/hJHWVkIpBxorNeJQpVc1y9QqQCACHvpE8wcAeec07QQioOdYjXdVqQD4Ak17PuOZ01gFpHwP+EUDgUMBgRCY8q7xvvD0PLfKrmv+BGJgxhfcbdRq64tbEQhmYJFR+8gjj2DUqFF4/vnn0djYiEGDBiEnJwdqtRo//vgjZsyYYe1+EjoJ+oxac9R4S0pKdJbpyyszZtQGBATAyckJxcXFCAwMNLkPhLuPpqYmyGQylJaWGsxjVKvVqKyshLOzM10y6G5CnxHj7e2tdx1VEikkJIQWxTEXygN67dq1TqNinpubi8bGRr3RENS5Mr165kZO+Pv7o7q62mD6RUdSUFAAX19uldOORt9kKiVAaApckQbh4eE2iYCRSqWsVAcA6Nu3L2QyGXg8Hurq6ixWzSZYjlqthpDPg0KlhrdTO5fhurwP+Hme7vLKbN1lgUN0lwnuDOO1jVGZCzDiefP7wzMSoVB9W3dZRRbwzVRAJAP+mwhIrFeTmkAwB4viaxITEzFy5EgAwL59+6BWq1FVVYUPP/wQb731llU7SOhc6DNqzSkTlJeX16Y+MGuy8ng8ODs7o0+fPlYPbyN0L4qLi5Gamqpj0F69epWzvaU1L7s62oarh4cHBgwYADs7O6PfsexsjoGYEUpKSnQiNzrDtVcoFCgtLUVdXZ3eSBKqDq2jo2YQZ0mpLYFAgP79+7PedyRdSdlan1FrTl48Mz+awpYpHU5OTqz3QqGQ/l3tbF76u4UWpQoKleZeajeVYwoug7YjCZ9meH3FTd1lH0YDtYUa4/b817bpF4FgAhYZtdXV1fQM9aFDhzBjxgzY2dlh2rRpBnNqCF0ffUatreDKLaLCRUm4McEcDKn5cqE9wFSpVHeFF0U7RJLH49GGjikGF1MsyBiNjY3Iy8vTydu8fPmyyfuwFeaE3UokEvTr1w99+vSx+Hj+/v5wc3PTMXram65UA5s5wdlV0H6ucOXu3u15/e1Js0KJBd8m0+/txLafVAov+AWCH2drwo71EfO4zfvBiWsPYFk2ED2Xe32dkSoUCataX8sbgb/WArfPW69/BIIBLDJqAwMDkZSUhPr6ehw6dAgTJ04EAFRWVnapH0SC+bTFqFUoFEhOTjbe8A7R0dEIDg5mLbO3t4dEIkFsbCzJ3yawoPLQwsLCrLI/bW/PxYsXceXKFZSXl1tl/50VbXVWZuipKZ6kmzdvoqSkxGiZG6VSSZf14qKjVaiNKTxrR6dIpdI2GVk+Pj4ICQmxeHtrERISwgq7t4bhaKtxQXc1arv7M6Yz8UViFhKvt6pfiwS2108NK/4N/Jt/Aev15E7HvQg8sN3m/dCLnZsmd9YSmGHQp7cCp7cAX46zTr8IBCNY9O1dsmQJHnvsMQQEBMDPzw9jxowBoAlLZoZREbofbTFqLVFJlUgkdGifpccl3B306NEDAwcOZIkMOTk5mRxK2LNnT9Z7bU8d9V6fMnBXpKKiQqdcFtNTa2dnxwpHNUWVVaVSIS8vDzdu3NDbpqmpCampqQb309EhyFwljQCgd+/ecHZ2ppWguxsikYg1mWhpbXMmERHtJLhjJtoRAiEhITafLDVk1FK1fa2RX01+K4H9qfm4UaJ5vl0tqsHlAt2JtkOXi9qvQ7XFEG0wQQRswjrb98UY+nJrw+8zvJ2dG1B259lfon/SkkCwBRZNcy5atAhDhgxBXl4eJkyYQD+Ue/bsSXJquznUD7K+Mg9ubm70D7M2poZ/+vr6skoEMY2LuyH8k2A52uGxPB5Pr5qvsW3Ly8sRFBRkk9IenYHc3Fy6Pqc+YSbtUFjmgJzH44HH4xn0qMrlcs4cTX3hxWFhYcjJyUFzc3OH1sJVKBScnuZevXrR9WW7O8y65G2lM+aKqtVq1oSOnZ2dxSJn5mCoTq217vmysjLcunULPXv2hKur7WqKdmZW7ruIH85qxOeOvTwak7edAgBcXT8ZUlHrs/5SvunpEhajVgPvBAIttYbbuYcCC47avj+mUKfH2OcbCc+uLwV2xAKrq4AaxsRgTYGmtJDo7iq9SGhfLB6tDRo0CA899BDLKzJt2jTExbVjkWpCu0MNTvT9+Pr7+9OvzcmtY+Ln58cKeWxsbLRoPwSCobxrZskeBwcHVkQARUFBgc36JpfLO8ybcvHiRZbBwuwHM/SRS/U2NjYWMTExiI6ORlRUFPr166e31iqXx8mQESwWi+mQ0o4MP05LS+Nc7uLi0r4d6UCoyZyODgO3FdnZ2Sxhs/YS6GqPiVkqKiorK8vmx+qsUAYtANy7+ST9OvzNQ/j0pEbs6EJuJWubmbEBsBjqGapSAnWlgLwJyE8GVCrgwv+MG7QrC4AXzgPSTjJhduV37uUZ+03bvqEcyGfk0m7pC3wyou396sYkJibi/vvvh5+fH3g8Hn799VfW+r1792LSpEnw8PAAj8fjjHYaM2YMPeFM/c2ePZvVprKyEnPnzqUnaOfOnavjdMrNzcX9998Pe3t7eHh4YPHixTq/5xcvXsTo0aMhk8ng7++PdevWdXiEiEWeWqVSifj4eBw9ehQlJSU6P3rHjh2zSucInQ/KCNA30GF6terq6swWPTHmAemKOVSE9qdv376orq6Gt7e3Thgp03vh5uYGtVpN39cxMTGora2lBe9qa2uhVqutPrBvbGyk80nbu3xNfn4+fHx8WN+lkpISeHt7syIw+Hy+Xi81U61VKpUiMDAQgYGBOjnzBQUFCA0NZS3T9tJGR0ejvr4eKpUKYrGY3ndTU1OHeEQ7a2md9ob67Dt6kGIrKivZBs3d6tHsjhi7Zzf+eRXXimrR0MJOMVkygUPoTa3W5IUGDgOCtZw2t5KAX59tLb8z6W1A3gAc0x+xqBy6CIKzH7cuGLEY6DMZENtOcdumVOspj5d3TndZxd07yWIK9fX1iIqKwpNPPslZGrW+vh5xcXGYOXMmFixYoHc/CxYswLp1rSHs2uKPc+bMwe3bt3Ho0CEAwMKFCzF37lz8/rtmIkOpVGLatGnw9PTE6dOnUV5ejieeeAJqtRrbt2tyvWtqajBhwgSMHTsW//77L65fv4558+bB3t4eL7/8cpuvhaVYZCG8+OKLiI+Px7Rp0xAZGdkpQ4sItsGYp5Z5LxQWFsLHx0fvwNjOzg4tLS2s8OJevXoZPH53HWARrIudnR3tpfX29maVZNEevGqH1DJFbRoaGpCRkWH1/E5mFAPTqG4PuCIfqAkA5jpLvJLBwcGsnOOamhpUVFTA1dUVarUaxcXFLKMxLCwMfD6f5SWnwjNv374NDw+Pdi9xQ9Xc1eZuU1s3NoHZ3bBG7rApeHh4cJYR0qa+vh4tLS3E2LaAV39JN9pmX4quMebnzCFodmgFcPYT0w58eKXh9U//BZV3FC7l16O/+jL4Yntg/BrjIb2dDbUaoH6zznzM3ebHR7mX1xYBjj626VcXZ8qUKZgyZYre9XPnahSpjel62NnZwceH+xpfuXIFhw4dwpkzZzB06FAAwBdffIHhw4fj2rVrCAsLw5EjR5CRkYG8vDy63vfmzZsxb948bNiwAU5OTti5cyeampoQHx8PiUSCyMhIXL9+HVu2bMHSpUs7zC60yKj98ccf8dNPP2Hq1KnW7g+hk8N1owYEtIbsaBuwDQ0NrBB1Jj4+PqzwqB49enDu39/fn64t2h45T4TuhZ+fH8RiMerr6znDabXRFkPiMmhbWlpMEk3SB9NQa2+jlova2lrcunWLNdim1KTNQXtGGNCEedbV1UEoFOp4zfU9Gyhu3LhhNTVrU2hubma9j46ORkpKCgDoeJy7O13FU+vg4GAwT7WzYaoSNFU/OyQkhPzumckvybfp17sWDMOjX5wxus3V9ZO5n8OmGrSmEDgYkMuR4zkOEVM3g9+Za0I7BQA1t7nX/fka4OBp0COtl5vHNCHWIaMAiW7KT3ektraWNZEtkUjoGue2YOfOnfj+++/h7e2NKVOmYPXq1fTEcVJSEpydnWmDFgCGDRsGZ2dn/PPPPwgLC0NSUhIiIyNpgxYAJk2ahObmZiQnJ2Ps2LFISkrC6NGjWecxadIkrFixAjk5OR2m5G+RUSsWi9G7d29r94XQBeB66DNDBLXXGxoQMb1ngP5BtI+PD2QyGZqamiwaaBPubvh8vt6cT0u5ePGi1cKGVSpVpxCj0vYeWWK060sPKC0t1RnM6wstdnd3p/N66+rqkJeXB5FIBLFYbPPBPfMaUGJ17R0e3lnoKjm1ISEhyM3Nhbe3N65fv04v7wyTRVww+2TKvVVbW0uMWjPYn8r2wA7v5Y6cjdMQvPyAwe2Y4lE0hurIAsCgp4B73wSkLsA6hkedxwce/EgTVlx2HSjLBGL01H3trDx7Gng3mHvduc8s3++Jd4CqXMCtF7D4guX76UJoq7+vXr0aa9asscmxHnvsMYSEhMDHxweXLl3CihUrkJaWhoSEBABAUVER53jIy8sLRUVFdBtvb2/WeldXV4jFYlYb7ZKb1DZFRUVdy6h9+eWX8cEHH2DHjh2d8keDYDu4Pm9D94ChAZGjo6PJyrR3i+Io4e6AOdlz5cqVTlkKzZKZZEOhwtoeb30/esHBwRCLxbRXt6SkhF4nlUpZYcDFxcUoKSlB7969Ob3EhmhubjZ4jnd7HWzqua6de2ou2gMfa8OcZO/RowctkqRUKruFBoN2yS0CN0qVGp8l3sR7h67Ry8J9TPMEbps1kHtF0ketr2fGA/0e0rxmht9qI5QCbzAm7IOGaf66GjJXYM0dBfg1Jo69HtgOKFuAAwZyKqvuCHhV3NTsd+EJwC+au61aDVzeC+RfAJqqgKmbARFjcrT8JpB5BBj6jP7PoxOQkZHBElG1pZeWmWsbGRmJ0NBQDBo0CBcuXEBMTAwA7jG79iSgJW2ocU1H2oUWPfFPnz6N48eP488//0S/fv10Sjbs3bvXKp0jdD64blZDAwemUSuTyVg5e10pZIxAsCZ5eXn06+4kTGTI42xnZ8dSfjVkAPv5+XHWib1y5QrLu3X7tiY8rrCwUKfOsCGockbu7u6stAfmZIO5RnJ3g+m1rqiosNhb2J6TkR4eHrRRy/wsa2trIRKJTA79tSWGQu79/Px0FNdNrbN9t9Nr5UGdZV88Poh+vfje3vjwGHft7LFhdzxXF74FClI0ntfe44C/Vrc28otpfc01aH/hAnB5HzBskSXd7/o8+DEQ/RjQXGfYqNXm8zHA5HeBYc+wl8sbgYOvAinftS5L+b71tcwVaLwz4XZouea/kz+ETdUYZNcXQOdJj3R0dDRbNNVaxMTEQCQSITMzEzExMfDx8dGJkgQ00VSUp9XHxwdnz55lra+srIRcLme1oby2FNQEtLaXtz2xKObNxcUFDz30EEaPHg0PDw/ai0a8ad0fLqPW0OCUObDQFqhxcnIi9wuhU6Iv95ar5qoldPY8RWOCbfowNENr7uy0u7u7yW3N9SZS5YzKy8tZxjM1CcfMJbpbYUbRZGdnm3XPMo3H9p61156gaGxsxPXr1/XWRgbAWc7LVtjZ2aFPnz6IjIzUWccl7tJWr461Re66EoFurVEdSyfqz813thMBF74DfnsBOP+1Ru04fhq7kUuQ4YO59wJGvQKI7y5BOYTfB4x8WWPQAhpPtTYr9OTmUhx6Dfj3S/aybx9kG7TaNHI882vywWupg1ReZfh4dxGXL1+GXC6nxzTDhw9HdXU1zp1rVac+e/YsqqurMWLECLrNpUuXWL+NR44cgUQioSeVhw8fjsTERNak/JEjR+Dn52fz6BxDmO2pVSgUGDNmDCZNmqRXXYvQfdEeoBjzZuTl5cHNzY1TcdXd3R0ymQzV1dVW7SOB0Fb8/Pzg6upKl92h8PT0pD0pBQUFFhk/HW3QMr2pzs7OnN+/ttRj9ff3R3l5OV0HmLqGzDBKU/JtgoODoVKpdAxWKgTK0vrV2ikPhYWF9OdIGQCdIce5oxEIBHpV7o3h7OzcYdeSx+MZnEzlokePHrbskg76jGiqriSz/22dSMvOzr4rQ+nfmGbaOT8/9o4+zG/P628ksu/U4a0dxsvXdJWMBRxmhcQRmH8M+PJe/fs68LLmL2g48NQhII/tKcRrtzSTDTePAe69gbCpwPVDgHuopqTSxV8AtRKqHnFIk92HkW0/u3anrq4ON260RhNkZ2cjNTUVbm5uCAoKQkVFBXJzc+kxyLVrmlB7Hx8f+Pj44ObNm9i5cyemTp0KDw8PZGRk4OWXX0Z0dDTi4jTlqPr27YvJkydjwYIF+OwzTW70woULcd9999GijBMnTkRERATmzp2L999/HxUVFXjllVewYMEC2uM8Z84crF27FvPmzcPKlSuRmZmJt99+G6tWrepa4cdCoRDPPvssrly5Yov+EDo55g7IqXI9XKHGQqEQLi4u6NWr111XLoPQ+eGasGEqGDKNIXNg1oKlaE+xKOYg2dvb2+qTStQPrDbUs6BHjx4mh7K6u7vrGLW5ublwdHREdna2Rf3jCmumuJu9Wtp4enrqhJdZQkcNcLKyskzyGDg6Oto0x81ctH9ja2tr21RuiBny313RvmYHFt+DCF/dcM9nx/RC/N852P98HJykImSX1WN4LxMiQlQK4226Mw7eQJ1uyKpJpXnC7ni8A2KB1VVAYSrg2VcjpnV5L7Dvv+z2uUnsMGMA+M8XgMwFmLBO80cx4BFGm88BAEq5HLUHdUPRuwLnz5/H2LFj6fdLly4FADzxxBOIj4/Hb7/9hieffJJeP3v2bACtwlNisRhHjx7FBx98gLq6OgQGBmLatGlYvXo1K6Jy586dWLx4MSZOnAgAeOCBB7Bjxw56vUAgwIEDB7Bo0SLExcVBJpNhzpw52LRpE93G2dkZCQkJeO655zBo0CC4urpi6dKldJ87CotyaocOHYqUlJR2n90kdDzaAxR94cjMGX65XI7c3Fy9+2qLV4hAaE98fX2RmZlJv7ektA9XHVSlUtkh3kEejwdPT086HBewvUCSOefp7OyMkJAQNDU10cZodXU1Z51PUycG9Bnxzc3N9ISDtcLMuzJMNUzAuJowUz+hI68f1cf6+npcu3YNgYGB9Dquc+jsYpfMSZ2mpiZcvnwZvr6+Zk2oVVdX2zTVp7K+BRfzqxHX2wMCfvtfz1+1FI/7+XGf62uTw/HS+D4QCzXPCR+uurQA8NDnwL6Fre9f1z8Rdlcwe5eul/V1DiOXImAIcPtOeOujP7Qu5/HYolBRszV/u+YA1xjq1Pufa3395KGuKbRlAWPGjDHoOJo3bx7mzZund31gYCBOnjxp9Dhubm74/vvvDbYJCgrCH3/8YbBN//79kZiYaPR47YlFo6hFixbh5Zdfxo4dO5CUlIT09HTWny35+OOPERISAqlUitjYWJw6dUpv271792LChAnw9PSEk5MThg8fjsOHD7PaxMfH0yE/zD8yY28aXAMCbTEOLoOWQOhqhIaG6og9VFRUWGXfHVU2hcfj6Uwq2Tpqwtz9u7m5sQbwXJ5uoFU0yhJKSkpw6dIl+n1bahB3F8w1TJkTDR2pOsycUFUoFCzDnBlpQdGVyuVQecGGog0A3fBmZkijLYhen4DHvz6HXisPInj5AahU7Ztisetsq/De2gf6GWxLGbR6Gb8WiJoFrCwEXs3SKADz9euG3BUExAIPfQbct03zfvwatgqxNk8fASa+Bcz91bT9P/oD8Ny/ussDhwE9hpPQb4LJWPTLM2vWLADA4sWL6WVUHgiPx7M4D8cYu3fvxpIlS/Dxxx8jLi4On332GaZMmYKMjAwEBekm8ScmJmLChAl4++234eLigm+++Qb3338/zp49i+jo1tkiJycnOjadojOoJHYF9A0wjbXx8/Pr9DPkBAITLvXCqqoqCIVCuLm5GfUSUs9HNzc3VFRUQCwWQ6VSQaFQ2OyZaQyRSMQyqG0xwO/Vqxdu3rxJv7eVwVhaWsr5O6ANV64oU40aIEYtF8ZST5gpJo6OjrC3t+8Uv6PMnNobN27o1IbtKFVSfTg4OHCm65iT+tPRZYDC3zyE6xumoLimCXZiARyltvXcn8tpnVycNoBb5M8ofKEmzDjyP5r3Yru7T/TJEFGaUFcMetJwO0BjhI54wbz9e/bRTCAwywf93y/m7YNw12ORUWtpLlNb2bJlC55++mnMnz8fALBt2zYcPnwYn3zyCd555x2d9tu2bWO9f/vtt7F//378/vvvLKOWx+OZJXrV3NyM5uZm+j31A6JQKEwy8mwJdXxb9YMahFMIBAKdY8nlclYbrnA/Dw+PDr9WlmDr63u309mur7e3N/Lz8xESEkL3SaVS0YZgdXU1qqurUVNTwwpz1CY/Px+lpaXo27cvFAoFFAoFvLy8aMGHlpaWdgnZpM5BoVDAzc0NPB4PIpEICoUCPB4PAQEBVr/2PB6P9TxQKpUWGfFKpdLowN6UvlP9YdY0tXRf+rbpLPdvW2F+bpWVlQZDWJkh7CqVilbQtua1MOX6MvvMxdmzZxEREUG3M9a+vZFIJKiqqmItk8vlyMzMZPXV3Gtg6udgjXu4RanC2ZulmPWFJgT19alhmB7lBxc72z/jnCV88/uuUkB0J29WzpMANvz+drdnhNV5vYxdB9jM69SZrm9ne7bcDfDUHS3FaSItLS2ws7PDzz//jIceeohe/uKLLyI1NdWkOHKVSoXg4GAsW7YMzz+vUbqLj4/H/Pnz4e/vD6VSiYEDB2L9+vUso1ebNWvWYO3atTrLv/zyS3h4eFhwdl0LZiiTTCZjFZUGNGGAhsK3xWKxSR4VAqEzoJ2r2dLSohNSb+yepr4zjo6OaGxshEKhgIeHBx2yaWdnB19f33aJXsjNzUVLSwv8/f1pMSylUgkej2ezvF7mM6N3794W7aOmpoaug0dBeb3N2XdOTg4UCgX8/f2Rn5+vs97Ly6vTee86Cubn5uHhYVD/wBqfsTUwJdSWOaHRq1evThU1lJ+fr6PY3Lt3b53zMnSNua6BLc/zxSTj/hEfmRorBtomIoV5/A+Gm2lIqNXoWZqA/vmaHMPfo76Cik9y6gltp6ysDPPnz0deXh4CAgI6ujt3BRZ5ar/99luD6x9//HGLOmOIsrIyKJVKnaK+3t7eJis0bt68GfX19XjkkVbFtPDwcMTHx6N///6oqanBBx98gLi4OKSlpSE0NJRzPytWrGApfOXn5yMiIgLjxo3TMfDaG7lcjoSEBEyYMMFmnp/09HR6BkoqlSIiIoK1vqioSKeAPBOBQICoqCib9M3WtMf1vZvpKtc3KytLx5sSFBTEOanV3NxMR4K4urqipqYGSqUSQUFBLOPYz8/P5mXS5HI5vvjiCwwbNgz9+vWDvb29TY9HUVhYiMLCQshkMouFqORyuY7Ilra31dvb2+gzODU1FSqVChERETolmwBNsXpL6Sr3r6lcuHCBft27d2+Dxj6zbVuuIcWeC/nY+tcN/PbccLjZa8LBTbm+zH7oo1+/fnR+qjX6ain/5lRif1oBXp3YB84yzflw9T8mJkZnuaF+c+1j4MCBJk1aGbvGDS0KvPBjGu4N98JjQwKhUKqApL+M7reokYdxEyfjtb2XoFSpsX229cYA3xWcw/lbVQCAqVOntq5QyjVhxQaMeV76bghTW0VzJk97wKY5nN3tGdHZ6EzXl2vSlGBbLDJqX3zxRdZ7uVyOhoYGiMVi2NnZ2cSopdCeaTSmyEixa9curFmzBvv374eXlxe9fNiwYRg2rFVZLS4uDjExMdi+fTs+/PBDzn1JJBJWCQBKfEIoFHb4l4hCJBLZrC/M/SoUCp3jBAQE6HhUmLi5uXWa62Qptry+hM5/fXv16oW0tDTWsoKCArrAOZP09HRaOKe2thZ8Ph88Hg+urq6syR9jIczWRCgUQiKRtNs1DgoKanN0Bp/PZwkQSSQSeHl5QSqV0jm75eXlRsu48Pl88Pl8SKVSTkEja1yTzn7/mgrz+uTk5Ojko+pra41zX75PY3QO3XgCORunsdYZur6miFQ1NzdDKBRCIBB06Of0f1//C5Ua8HaSYelETY1Iffek9vLGxka9kwxc+6DO11T0XeNfzt5GYmY5EjPLMS+uJxrMCPOMXNtq/O5NLcSswdaJ2Boc4o7zt6rwVFxIa5+LLgGfampzYk01cOZTTc7sCK16tBd/ZL0VtVM+fXd5RnRWOsP17UjBvLsVi2LNKisrWX91dXW4du0a7rnnHuzatcvafQSgCX0SCAQ6XtmSkhId7602u3fvxtNPP42ffvoJ48ePN9iWz+dj8ODBrLIdBPPg8Xh6i8sDMOuHlUDojAiFQpNKmjFz7ymojA/t7wGfz0dLS4t1OmgAKh+4M4VcmoK2lyk8PBx8Pp+znrA+mKJYXM+hyMhIyztIaDNypQozPvkHUz/QX9XAGuTk5Ogsu1pUg+Rb1lEzNwW1Wg1KJPj8rdayPVwTY5RXmQlzjNLU1IScnByDzw9rZZpdLmBrZNS1WJY3+Noe3dJmltIs13yvJSLGM4IyaAGN+NCh14AjrwPlNwEVIww6x7b3GoFAaD+slkAVGhqKjRs36nhxrYVYLEZsbCwSEhJYyxMSEjBixAi92+3atQvz5s3DDz/8gGnTpultR6FWq5Gamsr5w0LQYMpguKsNmAkEc/Hw8EBsbKzBPENmmRhtBAIBSx22oaEBFy9e1FHitRUdURe3LVA1dZnvAd3zoEKK1Wq1jiAV9Z4rfzgoKIgVgUNof9b9noHkW5XIKGSX3jmQbnqdUHPyoal7SK1WY/K2U5jxSRLK63QnomzBX1dao5n+uVlOv6YUyJm/ocZKDF69ehXl5eW4evWq3jZqtRrZ2dm4ePFim9TW915gh1Rezueu+9wenMosxc3SOrTcOR+JsXI9ALA9RvOnVgPFWukH/R7i3oZAIHQJrDqqEQgEBnMp28rSpUvx5Zdf4uuvv8aVK1fw0ksvITc3F8888wwATa4rM/R5165dePzxx7F582YMGzYMRUVFKCoqYqnxrl27FocPH0ZWVhZSU1Px9NNPIzU1ld4nwfrYug4mgdCeMAef6enptHBRSkqKwe34fD7n5Jmh0H1LUKlUuHXrFv3co7yVXc2oBcCZc6x9Ho2Njairq8OFCxeQmprKKo9CDea5zv1uEPnr7Hx3hluN+rkfDOfJ/nOzDMPePoryumY4ODiYfDxKGyK3ooFetu0vjQdUrVZj4taTCF5+AGPeP47g5Qfw8Cf/AAAWfnsewcsPIHj5AexPzcfiXSkIXn4AL/6Ygvpm0zyXC749z3r/0/k8DFhzGLdr5Ojfv79ZuhPUfW1I8VWtVqOiogItLS2orKzU285cFn6XbHD9yqnhVjsWk0v51Zj71TmM23yS9tTSNWi1jVVtKnOAtS7AD7PYy0e+YvV+EgiE9sOigO/ffvuN9V6tVqOwsBA7duxAXFycnq3azqxZs1BeXo5169ahsLAQkZGROHjwIB0GWFhYyBJe+eyzz6BQKPDcc8/hueeeo5c/8cQTiI+PB6CpM7lw4UIUFRXB2dkZ0dHRSExMxJAhQ2x2Ht0JfQNBQ55ad3d3W3WHQGh3mPe6XC5HdnY23NzcWKGu+jBWD7WxsRH19fVmG1wKhQLXr1+Hu7s7KisrUV9fj7KyMlaJge4STcEVRsysO15ZWUkbOtTgn9rG19cXhYWFCA4O7jbXw5poi5l1VuZ8cRYAEPvWXzj70iCztz99o4x+/d2ZWzrGdU65xug9f6sSwcsPsNa9+GMq/Xp/agH2p+pO7B95aRRCvRxQXNMMH2dNdEZfXydcYXikl/2SDgAYvyVRJ4eYC0MpPhTMmrdMkbWysjKrTOIYC2net2gEooNc8WRcCEJf/5O1bnI/H/zvnxyMCfNED3fzBeuY165ZcSf8WHjnWfDJ8NaGjr5ArR5Pf7XWve1lmYgdgUDoHFhk1E6fPp31ngoLu/fee7F582Zr9EsvixYtwqJFizjXUYYqxYkTJ4zub+vWrdi6dasVenZ3om8gaGiASAaPhO5EW+5nY1ELVCgtn8+nwxJNoaCgAI2Njbh9+7beNl3RU8s0YJnXvU+fPrh+/TrnNsxQSy6j1s3NjRUGTmjF09PTZKPW1dUVlZWVLCFGc2iSWxYSq+0Z/d/fNzGuh3lh5HkVjcYbtYGJWxPp1/ZiAS6vm4xRfTxYhhmTGyW16O3FbbRS11nfhBhzMi0gIIAOSc4uq8Pxq6Xo6WGPTQnX4d0zF/+JDsBP5/Pw48JhCPV2gEQoQF2zAjUmpvbLlWyj9tzr4/DOwavYl5KPnfOHIjrIFQAgEvBxdf1khL95iG576HIRDl3WaKSYYsQzif87Gyl5VfT7FgXDU9ukFQ79YhrAEwDrjUymv3AB4BO9DwKhK2ORUWuKB4LQfWEOJvUN6J2cnHRKnhAI3RF3d3eUl5cbbScQCHRy2fQZlo2NjSzlxIqKCrOMWlO+e11xckkgEKBnz546ObGGvFZMRWRto5bH4xGD1gjU/W3MM0jdT0xjq65ZgZmfJmF8Xy+8fEfdVx/3vHvMrH7N/995/HWlWGf5tj+S0RDXA/cPNL28nreTfiP4/BvjIRUJUFnfgqNXijGyjyfc7MRwtRcjt7wBJzNLMTrUE2qoMfr9E0aPVd+iRHFNE5pa9BvxtU36Q5iNTUYxozGoZ4hCqcILu1Jb9yGxQ1WDHF//nQ0AuG/7aa29COHdtxQTI/2QmleFnLJ6TI/WXM/HhgZh51nNREdNEzvc2ctRiq2zBmLLI1E6zxepSICr6yfj0KUiLNmdylrXolC1hg4b4d+cCqz5nR1e3KxQgg8VPJpuARsHaJ2KiRMc7r1Ma0cgEDotFk3Vr1u3Dg0NDTrLGxsbsW7dujZ3itC5MUWh1cPDAyEhIe3QGwKhY+Ea7DPzOCmioqJoA4pZA5urKHtGRgbS09Pp90wdAFMwlFsHdE2DlsLV1dWgOJchqGcXUWA3HUpd2lh5DErMqLS2CW/9kYHg5QcQufowrhTWYPuxG0aPU1ZnuvK3QqniNGgBADw+PjuVjYXfnkcaw5tniE2Hr3Euz9k4DR4OEjhIhAh0s8O8uBD08nSA6526uUHudpg7rAeC3O3Qw90eia+OxeJxoUhbNRE5G6chZ+M0jOrjqbPf39MK8MM5/R7wL09l611HfXfLy8tRWFioIyLV2NjqdRYKhVCr1Zj+8T/sfZjgkVz4vUYTYPpHf2PJ7lScz9FoBdAhvgCySusN9lEbqUgAJ5muLyVy9WEcuVzEsYUu/+boKlQfv1aKLOn/YcqJ+9krHt9v0j4Rt8S0dgQCoVNjkVG7du1azkFbQ0MD1q5d2+ZOETo3zDwaQ+HHbm5uRE2UcFfCzOkEABcXF/B4PPTr1w+xsbEshdaOqKXXlY1afTAnCvRRWlraDj3pXph6r9TV1SP9dhUmvvMHvjyt3yhrK0o1sCdFN2/1qTjNJCqPpzG6Cqqb8Pqv+tXHKa4U1qCew2v6+/P3mN23IHc7LJ3QB852rd/p/z05GL89H4er6yfTy946cEUndJfJgYuFKK5pQqXMTydvlempLSgo0Imcu3HjBqttcTVbzfmdhyLx2CBfvDdjAL5/eqjB82HmDz/8aRIAQMk43iOfJdGvf33OND0VO7GuUduiVGHhd8lQKHWjAFUqNUprm3GrvB7fJuXgvUPcExCchIxuff1/e/S3G/my6fskEAidFovCj9VqNecPXVpamlkhcoSuT3ccHBMI1qRfv34GQ1yt/R1KTU012qYr5tMaQ7uUi729PerrNZ4ktVqNlpYWum5wR0wkdFWo+9NY2tEDH/3dHt3BDzf4OH+GHX6a/MZ4CAV8fP13NnhSe4BRlocar4SHhyPt8hXM+Phv3BvmiaUTwxAYGIghW3TrlGa9PRV8vnW+lzweDwMCXIy2GxjoglSGZ3nku8fRolThpWgh7undKurEpfZt6NgKSasI02/PxYHP56F/ABAbGwhA440urW3G4A1/Ge2jWq2GQsVtjA8MdDG6PQDYifV7iSdsTcTxV8YAAJQqNYa9cxSltRaWWBI7AMxna+/x+ttKTS8DRSAQOi9mjWxcXV3h5uYGHo+HPn36wM3Njf5zdnbGhAkT8Mgjj9iqr4QuCDO/ys7ODhERER3YGwKh/TGWs2lto9aUGpTGVEu7KszIkPDw1lIiNTU1rJrBJI/WdJi1XPWhYhg6fAm3km2zQv99aYpIVN6dsjvny9jDlrTVE+HuIIGzTITF40LBE7AnLMrrNWHNBXUqzPrhJgDg2LVSzPi5CEO2/Mt5LGsZtNrsXTRCZ9mpZWPx19LR2LdoBMSC1nNrueO1TC1khxdrG7XGhLxq70R1R/g66j0vT0cJcjZOQ4SvExwk+n0dpbXNKKrWrZnbh5cHHH4dqC/X1H81gCGjNrusHl+fzsbHJ26g18qDZhi0Wscctgh41UDIuxsjf/b+D0w8BoFA6OyY5andtm0b1Go1nnrqKaxduxbOzs70OrFYjODgYAwfPtzAHgjdDWMDcub6vn2JXD6hexISEoLsbMtCLjsi2sEUw7crEhkZiYqKCp2cW2ZIJmDYu0VgQxlRhozaj0+0Xt8FY8NQoXbAew8PYKnd1jcr6XzM39MK8MKuFAwIcMauBcPQb/Vhul2Aqwy3KxvxrOA3vCb6EUOaPkIJXDHyveM6x31pfB84y1qN2KUT+uCDv66BVy8Gj8eDSt6MuiY5yhqUeP3nRPAl9uCLZeCJdCc1hoS44Vy2br6mNYkJckW4jyOuFtXSy7ydpLRIkpNMqJNbfKWEfa8WFrLL0xjzoFc0aPLrXe0Mlw8DgIMvjoRcLkfom0c41w95+yjn8iOS14AkAEk7NAtWFgJibmV3rvBjJuv+4K4xm7Nxmk45JYr7+UnsBZPf4d75jK+AC98CM74EZK6AvAGQOnO3JRAIXQ6zjNonnngCgGYAFxcXx1LnJBAIhLsVNzc3CAQC8Pl8vaVl9GFqKLBSqbRY4CgmJgZVVVVm960rYkoKjJ+fXzv0pHtgSvjxpiOt99XCUb3h5+er06auSQE3ezGuFdXihV0aEaL029UsgxYACivrAPDxmuhHAMA56XMIbvqB87h9vB04+suH2CMIAKBWq/DSoRLwxDLweDzweDyI3LhVkb99aggyi+voOrK2IrOErUfCVP11kop0jNoxYewSSeZGWcT/kwMAsDdiTDKZ1VOJ3VltEFN72xdYUw1UZAFSF8Cu9TtpyFMLABMjvCETC+h6v5fXToK9Ae8xAMwVJjB28Jb+hv0f1vxRCIhBSyB0JyxKrBo9ejRu3bqFN954A48++ihKSkoAAIcOHcLly5et2kFC58aYl6m7eoQIBG2cnZ11lJCjo6ONbmeqp/bmzZtG29TUtNa9dHfX1GWUSqXg8XhwdXU16TjdncjISL01Pgm6UPenIUVtZV0l/drRsdXQ/GD2QPr1piPX8L9/cjBpWyL0IUELToiXIk2ywKS+TY70Mbiex+ODL7Hj/I5tnhlFv142OQxSkQD9A5zh6WhbcUMlI1T7YcFJ4JN7gMocANxh2G52bIPOnHtXrVajtE7zuf17i+2FTk5O1msgD/VUIyqgjQZfdiLwYTTwXghw/G2gTjNOlOkxaqcN8MWZFePw+eOD8MHsaFo9mmnQ3nx7Kue2Q/gM8agBs9rWbwKB0GWxyKg9efIk+vfvj7Nnz2Lv3r20EnJ6ejpWr15t1Q4SujaUUAuBcLfg46MZaHt5eZnkhdUecEdHR3N6Emtra3WWacNUpff29sbAgQPv6jz2fv366SwjiuyWQYlscaGoa63TbG/fmlP7IKNW7G9pBVj9m+FJ72v9f0AgvxTOPHbJwMn8czpt09dM5DRWHx0SZPAYQW52yNk4DTNiA5C5YQqOvzIGi8b0BloagMYqg9tag3kjgunXm0SfAcUXgdNbAQCR/rqG5Il0TVpDdlkd7tt+GpM/OoeVey+adKxNR65B1az5De7jrVt6LCcnB8nJyTqpEwI+8OljA/XuV4Ym6OSxavM/Rnmdk+8CX00AoCkJtHxKOB4ZFIDnx/YGAKy5PwIfzYkx6iUXmJLr7OBlvA2BQOiWWGTULl++HG+99RYSEhJYs4Zjx45FUlKSgS0J3Y2CAt3SCky4angSCN0ZPz8/9O3bl7P+LBfahi+Px7PI8KqoqGDl2wmFQggEgrtaoVxbEMrDw0NPS4I+mB5aY/mbgGnh9LMHB9KeuJyN03B1/WRkvT0VyOTO5fxUvI313s9ZCicpQxBKqQAqbwEAooNcOPdxY8MU5GychsRlY+llIgEfIR53jPC3fYF3e2iMWxsS5KbJNeWBcS3zLwAAPnxUN7Ij/c58wQu7UiH2CILQwQ3p+abVrf7o+E1auGnByJ466ysqKlj/mXg4sJ9BH82JAQD4oQxXpE/hc9EWAIAICpP6gsocQN4EHFqBZ+o/w3sPR+GVSWHI2TgN8+JITXsCITExEffffz/8/PzA4/Hw66+/stbv3bsXkyZNgoeHB3g8nsFKB2q1GlOmTOHcT3BwMJ2OQf0tX76c1SY3Nxf3338/7O3t4eHhgcWLF9N13ikuXryI0aNHQyaTwd/fH+vWretwEUqLjNqLFy/ioYce0lnu6emJ8vJyji0IdyvdsXQIgWAIHo8HOzvukEd97bXfm2uI1tfX63hbDO3D0tzcrgil/cDn80kurQUwn+Hl5eXIzc3FrVu36GUlta1quO72xkslvTyhDzbOGMBaJhUJTFYc3jpMgZOvjGIv/GCA5u+nJzAl0kfHIAMAocDAb1ENY3L2wv9aXzdWAlV5gEoFlFwBVIzw4JYGzXIKEwdzY8M1nsSX7f5sXViUDgCQ8jkmDRjfY55QDPA05/HOwSsGj7P2aBEAgG+n8f662ovM/t6/OikMALD/uThMG+CLPc+OwEzBSQDAREEyAODyStPq0wIANngDZz4Gzn0GXNprVl8McUoZabV9EQgdRX19PaKiorBjxw696+Pi4rBx40aj+9q2bZvBMcC6detQWFhI/73xxhv0OqVSiWnTpqG+vh6nT5/Gjz/+iD179uDll1vrOdfU1GDChAnw8/PDv//+i+3bt2PTpk3YsmWLGWdsfSxSenJxcUFhYSFCQtizaykpKfD35xZhINyd2Nvbo7ratFllAuFupK2eVLVajatXr5q1X1M8bt2Fvn37Qi6Xs8JiCabDvI+Y5WP8/f0hFArx2cksell5vVberVqN/wp+R5q6F86oInDhzQlws9eTE1pXalJ/OG3fmnzN/4xf4TjjKyStuBcnr5Vi/rfn4SgR4ugrow3v9Pb51teHlgOX9gAV2UBDmW7boc8AZz/Vv6+BjwEPbAfyzgEqOeAdyRJKCvGwx6llYxH44Rz2dn8uB85+gkn8JTisGsJYoUaTnOENvfN5/H2zHPdtP03Xnq2oa0Z9iwINLSrIlSqk5FVBYO8C6nJJhAIIhUKzdC6eG9sbz90JEQY0z5o4QWtprMwNUyCqyTN5fyx+eRKI/I9l22pxSR2CkbgEDHvOKvsjEDqCKVOmYMqUKXrXz507F4AmbcAQaWlp2LJlC/7991/4+uqK9gGaKEoqVUqbI0eOICMjA3l5efRE8ObNmzFv3jxs2LABTk5O2LlzJ5qamhAfHw+JRILIyEhcv34dW7ZswdKlS80e19y4cQM3b97EqFGjIJPJ6Pri5mKRUTtnzhy89tpr+PnnnzWy+SoV/v77b7zyyit4/PHHLdkloZvi4+MDHo/HKv9EIBBa4YpmMKfkjD4DlesHgfJa3k1pAWKxmAhD2QAqzOySdihsUw1wIwE4+CrQWIkVIs39Gdz0g36DFgA29da/7g6zBwcAyNG8SdkJJL5HiyzRrHeH6MV0jI/ogZyN00w7meyT7Pe3uevXAjBs0AJA6k7NH5OI6cCgpzTh1fcsRaCbOxA2Fbh2kLHfTwAAn4m3IbhpJ4DW7+9Xp3P0Hm7dH5dx/laVznK+SAKBvQsAQHhnV22N0JCKBIhkiDKJBHwgfXeb9mkNxFQItJB8zwmdj9raWpaIo0QisZm2Q0NDAx599FHs2LFDr9EKAO+++y7Wr1+PwMBAzJw5E6+++ir9O5mUlITIyEhWZNOkSZPQ3NyM5ORkOtV09OjRrPOYNGkSVqxYgZycHB2npz7Ky8sxa9YsHDt2DDweD5mZmejZsyfmz58PFxcXbN682azztyg2dMOGDQgKCoK/vz/q6uoQERGBUaNGYcSIEXj99dct2SWhi6Kds6YNj8eDj48PZDJZO/WIQOhaMI1PqhyNPqPWHC8Ll7EcHh4ONzc3BAcHm9dJwl2LvhQSKtf2xp0SNSIoMFhwA9gYCPzyFNBQDqhbJ1z05bqayoop4Xh9iiYcFmoVsH+RrkFL8cEA4OpBQG7i5JCfcZVymqDhmv+BQwFHbi+IDhm/At8+oKnj+n5PTaiyey+9zfvxcljvk27qT+uiDFqqVJHXHfVmtaLVa/7LsyMAaAa8baGHO0ft2eMbDG/0wHZNWR+ro8YiwX7cy78ACe7k+gltW46JQLCEiIgIODs703/vvKOnjrIVeOmllzBixAg8+OCDetu8+OKL+PHHH3H8+HE8//zz2LZtGxYtWkSvLyoqgre3N2sbV1dXiMViFBUV6W1DvafamNpfoVCI3Nxc2Nm1Pl9mzZqFQ4cOGdiSG4s8tSKRCDt37sS6deuQkpIClUqF6OhohIaGWrI7QheGGKsEQttgGrXUQ93JyQlVVVUANMJTlCBbSUmJTjiROcIMYrEYbm5upMY4oc00NjbCzs4OZXUaVeR94tV3ImO5vYH7FpmRe8nBf0f3ahWtqsrVbSCUAorW/F78+CjQ7z/AzG+M7zz5f9zLV1UAfDO8m8ff1ij9AsCMrwDnAODrSbrtbp83KEjlgCbW+6rGVgNVyOehRXsDADyRBNe3P4Xr16/jvu2nIXDUlPRKfnMicnOygNJrwJXfAd8o4OxngJM/EPkQcOE7YPxqqNUx4PF4aKivQ50epXVHqVbOtPazhy8EVIxQ6Wf/Abz7AVGPAuu1RNrC7wNyzwIeoazwbGMMDXHD2ewK3MO/hGUijZf4J8Wd8HIhUTYndD4yMjJYqZm28tL+9ttvOHbsGFJSUgy2e+mll+jXAwYMgKurKx5++GG8++67dClArkgv7ZBg7TbUWMScsOEjR47g8OHDOsKaoaGhLO0GU2mTik+vXr3w8MMP45FHHkFoaCj27t2LAQMGGN+Q0G3QF69PIBBMg8sT5uLiQr9mKvZSxm1lZSVqamqQm5vLWeqnZ09dpVMCwRL0DVAqKzW1aVWNNbSSr8H5FZV1apYHVPwN0ceD2Av/8wXwyLe6jS9ziBEp5eyO1pcDt3VLBuHBj8wzaAFg7ErgjRJgTTXQ/2EgaBjwfLJuu4xfgfNf6d3NG6Lv6Nd8Mds7+sPCERDYu9ChxRR/LR3DTiu487mJBDyNOvTehRqj9thbQH0pUJgKJKwGym8Au+ci/VlHNG0bjBvLAhGe+Awqr57W7Eep0ISU36FaxCiZo2Ab31hZoMk5BoAX0zQGLQAIRMByrdzbq38AX0/U1LE1gzAfzTn68FoVm2P970yuC4hRS+h8ODo6wsnJif6zlVF77Ngx3Lx5Ey4uLhAKhfTk9YwZMzBmzBi92w0bNgyAJq8V0KQNantbKysrIZfLaW8sV5uSEk0tam0PriHq6+tZHlqKsrIyi66T2UbtF198gZkzZ2LOnDk4e/YsAM2FjI6Oxv/93/9h+PDhZneC0HUh6sYEQtvgMhpEIhEiIyMRFRWls664uBhZWVnIzMxEaWkpsrKydNq4urrapK8EAgUlAKhqrMV7os9bV4x4AXANBpax1bjR0lpDGSoVWxiq1oRwtTve2dhbn7GX37cVGPAIEDqRezumR7Q6X+Mx3MKo3fw+xwTQ/GNA9P8Z7xMX2t5Cj94aI3cNI/c4iVvdlKI/PwdCKOCNCvAldhC5BUDspTH+nO1E+Hnpffjl5fuwZeE0jB7QCyfWzUIoow4tnwfwxTI4SoUaA/7LcUa7rVABlzNaFZVLPrlTZ/bz0ZqQ8nqNaJZz7MzWjRordc99yruac3UNZq+TOgHLc4EHDJ+7Me7v740too8xT3CYXtbLVdh6fALhLmX58uVIT09Hamoq/QcAW7duxTff6I9YoTy7lJNq+PDhuHTpEqtE4JEjRyCRSBAbG0u3SUxMZJX5OXLkCPz8/MxKbxo1ahS+/bZ1QpLSaXr//fcxduxYA1tyY1YM2qZNm7By5UoMGDAAV65cwf79+/H6669jy5YteOGFF/Dcc8+ROoAEAoFgBahZSu3w4tu3bxvcjsrLJRCsgTFRMZW8CX3FDC/c2DeAiW/pNmyuBaR3BAM/GqzxEAJA3IvA3x+0tvOKAEoydLf/cjwEvSewlw35r0aACdB4JpfnaQwwJnXFgFsIcPUA8OMdxeHaAmCNAfHCgFj969qCgw9Qp2XAix00Bv+oZRrhqzv847MVXlUpmN68DqniVhEtkYCP4b00IYLDerrj0RFsga2BAwcidVs4Tt2sxMR+PmjMuUCvk4mAxgnvafKNZa6ASxD72jNoVoB9jX56HHjyILtRPocX2hBSZ8DBS3f5tv7A9E+A4HuM7mKw/DwGC06zFypJTi2h61NXV0d7SwEgOzsbqampcHNzQ1BQECoqKpCbm0tHbF27phFt8/HxYf1pExQURAs3JSUl4cyZMxg7diycnZ3x77//4qWXXsIDDzyAoKAgAMDEiRMRERGBuXPn4v3330dFRQVeeeUVLFiwAE5OTgA0gsFr167FvHnzsHLlSmRmZuLtt9/GqlWrzAo/fv/99zFmzBicP38eLS0tWLZsGS5fvoyKigr8/fffZl9Ds9xsX331FT799FOcP38eBw4cQGNjI44dO4YbN25g9erVxKDtgqjVahRWN1pcMNlYaZDC6kZM2pqI78+YHxtPIBDML/lDUgII1sRYNE4Pt1ZdhQhPPiBiGBZhDPXhG38B8iaNoVTeOnDTMaq4DFoAqCsGP/V79jIXLQNW6qS7XdYJ4MDLrQZtR7L4AseyFGB1FXDv64Cw9Vp6VWm8J7MEx1nNRUY+D4FAAE9ne/wnJgAOEiGq8luvteOyyxqBqwlrgXuWoM9/lgMLjgGTjIg9AcCtOwNMJSOjdzfDm/3SZeP7AAARh9hUVS4QP814rV95I7Brtu7yzCOa/8RTS+jCnD9/HtHR0YiO1gjXLV26FNHR0Vi1ahUATc5sdHQ0pk3TPFdnz56N6OhofPqpEUV2BhKJBLt378aYMWMQERGBVatWYcGCBdi1axfdRiAQ4MCBA5BKpYiLi8MjjzyC6dOnY9OmTXQbZ2dnJCQk4Pbt2xg0aBAWLVqEpUuXYunSpWadc0REBNLT0zFkyBBMmDAB9fX1+M9//oOUlBT06qVfTE8fZnlqb926hfHjxwMAxowZA5FIhA0bNrDyvwidl28On8FfJ0/ghXmPY1gfP1wrqkXYpwHwBbC25y6sfnyq1Y/53qFruFZcizd+vYT/G9bD6vsnELoTlk4uMSEiUARrY29vj/r6es51UyJ9gTOa12LtFNRH/tcqEPT7i5o/Q/SIazWeTGHIf423+WOJaft6LUdTn9a7v+nHNxexPTBgFrsMjp07nf8KqTNQx1ZsHsZnG/kynYtsGFdhE2oAwHcgvH19UVKmCSMODw/X1G7mCzQe0oUngM/HGN5ZSz3bqGXiHMC9XBsxh1FLcWw9MG5V6/vym8CJjUBFFiBxBLKO698W0OTuEghdlDFjxhgcA8ybNw/z5s0za5/a+4uJicGZM2eMbhcUFIQ//vjDYJv+/fsjMTHRrP5w4ePjg7Vr17Z5P4CZntqmpiZWCRexWAxPT0+rdIRgW/5NScGTSZOwU/wOhv3QFwf/TkbYp60/QquzHkVeRdvk/rnILOFWUSQQCARC10BfnfHKykrcrmz93eBrBxUYMjLu/wCYuom9TDu8deEJ/du/mMZdl5RnwrAmao5GnZh+/6gmHHfwfCBoqPHt24J2XVemGJXEQaf5CdVA1ns1zJv44jdqjFjYaUpyDBgwoNWgBehwQvB4wH9PQvH0Uf07S/rIuGFpDLHuOdKc2qwxYCtzNB797THAxZ+A/POmHdeU3GwCgdBp+Oabb/Dzzz/rLP/555/xv//pUaU3gNlT+l9++SUcHDQPJYVCgfj4eJ2w48WLF5vdEYJtGbx/DOv91IR7ddoc370Njz+70qrHdbVrHXQELz+A46+MQYiHPavNmaxy9PS0h5cjyYchENqKueHKBIKlZGVlIe9aa16lyffe8rzWUOEhC/S3M1QH1kVP5M/UTcABAyFw9ywFxq/WvA6dqMkLDRlluL/tBUNlmCJfzR5fOUjMG7Y5ntbkN4vFmt9XkUgEkah1sqF3795IT0+HQtFaiueW+0j0KD+luzM9NWmVKjWaGxo4VUx14Ao/ZvKhnprBD30O7FtoeNuM34ChJnjvCQRCp2Djxo2c4dNeXl5YuHAhnnjiCbP2Z5anNigoCF988QW2bt2KrVu3wsfHB9999x39fuvWrdi2bZtZHTCXjz/+GCEhIZBKpYiNjcWpUxwPXgYnT55EbGwspFIpevbsyXnx9uzZg4iICEgkEkRERGDfvn226n6HoJDrCRfSYmDhT/jrYp7xhgzEYo6ZcgYSRS0+FG3HGL4mP2jsphOs9T+dz8Psz89gyAYDs8MEwl2CPlEeU40FZ2dnCARmliEhEIygL/QYAOY7nNa7TodZ3wOv3ODOfaWY81Prawfd0hC/R30J+crS1pBdbbz6ci+nFIgpgxbQ9KPXWPNL97QFZnitNmFTdBYNttN4H2Vowlei92H393tAU7VOO06aaiAS8BDlw0dk01nOJjweD6GhoaxluW6joRbbo0Vpmlc4tUiFK1eu0CU9DCK2N96GidQFWHEbiJplvK2+z55AIHRKbt26RYtYMenRowdycznqkRvBLKM2JycH2dnZBv+4yktYi927d2PJkiV4/fXXkZKSgpEjR2LKlCl6Tzw7OxtTp07FyJEjkZKSgpUrV2Lx4sXYs2cP3SYpKQmzZs3C3LlzkZaWhrlz5+KRRx6hyxV1BzL+/o1+Xfe8fjGHAfxslOw2z8uubwBd1dCCJ785h7i8z/GAIAnx4vfpdeFv/on/fnceALDsl3R6eWOLdeoYEghdjQEDBiAsLIwOCdRGe9DJhZ2dHXr37m20HYFgLgEB+vMl5U2aHFAnCTiNUBZ9pgAORlKW+kwCll4FVlVyGq4qvli/QQsAPUYAU95jL7NzN3zM9kTCMOhXV7HXTdus03ySXDPhe0X6FMYJUoCT7wIbg0w71p+vAQCEfB54BoxCOzs71sBSyRdBef9HkJv6k9xfU+YnL8+ESXFDRu1jv7ROPqyq0PxffkuTTwsA841MfvcgJSUJhK6El5cX0tPTdZanpaXB3d3853aXKjK6ZcsWPP3005g/fz769u2Lbdu2ITAwEJ988gln+08//RRBQUHYtm0b+vbti/nz5+Opp55iKXht27YNEyZMwIoVKxAeHo4VK1Zg3LhxNvc424obKYloLMnE5aTDmpyUNc4YcOJper2DRwCwslDv9nOEx1DbJG9zP94/fA3Hr5ViAF93kqNJrsLhy8X48hR7Xd9Vh3A2q1ynfX2zAlM+OIVnv09GeV0zlCo1Pjp+AxkFuqFaBEJXRCQS0WkdXHCti4iIYGkckLBjgq1g3mfa9FFkAgBqmgGMXmZ4RwITQ2edfAFK5Zfh2VT11E2b4WTofzWG8b1vaNSFl9lust1somYDbj2BQU/rGufmCB1VGTEg1Wog7YfW9yNfMdi8qamJvcAlkN09gQFl4WHPcu6nvr6eVccSgEaheOQrQNAIoM9kzbKYJzQGbCijZBOX9zxgEGDPURKIwke3rjeBQOi8zJ49G4sXL8bx48ehVCqhVCpx7NgxvPjii5g9m0Pp3AhdRiazpaUFycnJWL58OWv5xIkT8c8//3Buk5SUhIkT2QXZJ02ahK+++gpyuRwikQhJSUl46aWXdNoYMmqbm5vR3NxMv6+t1YghKRQKyOVtNwjbgvfBeZiNGiBfd126zwz0lcsBngi1IffBLZtb2WzvkROYM2WM3mMIBAL6/PWdb2GVZvZezrjFnhL8iR+U96IJmh/Htw5c0dlu1udnkPTaaPB4PLjba0Kb73n3OCob5LhSWANHiQBypQr7Ugvx/uFryFw/EaW1zfg3pxJTIr1tPrCnzrejP+fuCrm++mHmvAUGBkIoFEKpVNLLTXn+kOtrW7rz9WXef0yYgwh5n/sB7XNfegP8xHehiluiu84Uhr4AfkMVePUlaBr9JnA62bTrK/MAhi+507FO9HnwpcAzZzUGLUe/TDZrt0VC/swZwJ07OkO0gZ2LKxc5GrwODg4OUCgUrOdJRos//Jpuw37KWshGPQ/+pZ8h/G0Razu1VwQUKjWg0myXlpaG6OhoNDc3IyNDo9wcExPDPtgo9jhO00HTPiOh1Am8eu4wZ7lTUOf6rDnozs+IzkBnur76npmEVt566y3cunUL48aNoys3qFQqPP7443j77bfN3l+XMWrLysqgVCrh7c0Ob/L29kZREbfiXVFREWd7hUKBsrIy+Pr66m2jb58A8M4773DKTx89erTDa/X2gQcaIIUQSvig1et5WnwPyn0fRPbBO+qSzjMh7TcecoEd7ktniy+4JX+Ag2r9SsilpaWortbk9Oi7ToXFfAB8KNStwQCrRN9hleg7BDe1zh5L0IJvxRvxvWI8fleNAAAMf/ckAOCJUCX6OKtR2dB6m/6UzLbWl3/1J369xYdSzcORJCUmBrS9JIopJCQktMtx7lbI9dWFWZSdCjO+ffs27RmRyWS4efOmSfsi19e2dMfry7z/mAxSS+HA09yDR44eg0LAJQQ0EkhM5lhuKoMAAYDTmn10x+tL0d9jPHqW/cVaNo3PXYJD9OkwHIrcDu+aNPTL34Xr3g9AxRdArKhDuFbbg4eNXzPm7/mZM2cAn/ngQQl1mhq89B2I9eVhNKP9Dc/JuOz3KG6cZudVJycnQyqVorKyEgBQUFBgtN6xqQxROEKffNjBP/+0yjHag+58D3cGOsP1LbtTPougH7FYjN27d2P9+vVIS0uDTCZD//790aOHZSVAu4xRS6HtiVOr1Qa9c1zttZebu88VK1awCgzn5+cjIiIC48aNg7+/v/GTsCHyCROQkJCACRMmQM5QODRYpEDLqB3CuwK3qfpr1ubl5aG0tBQAxwzsHf4oTsT8+i24R6CbwzucfxktaiGS1WHYLV6PgfybGCq+it+bRrDa/S9TgHAfRwD6ywLtyWkNUTqQJ8C2hRP1trUGcrmcvr5MBUmCdSDX1zyuX7+Ouro6AJr6tAMGDDDYnlxf29Kdr++FCxd0lpXWNqH6qh0coDFqJ0590Ka1Qrvz9aUQfrFRZ9kaUbze9pMvvUC/jizYxdlGFf4Aphr4TWcil8vxySefYNiwYTo1r2O9lMA1zWvFfR+iR9Qc9AD3vaFNYGCgVUpACvbtBapTONeZeo4dyd1wD3cknen65udzhEwSOOnTpw/69OnT5v10GaPWw8MDAoFAxzNYUlKi42ml8PHx4WwvFArpBGR9bfTtEwAkEgkkktb8kpoaTW6nUCjs8C8RhbZsvyEu+j2C/gWtipPeKAPubHvsajEEfD5G92n9MXJ3d0dlZSV4PJ7eY0wu+x9mCLhVMXeJNWUBejV9h4H8Vs/SQfEKTG15h9X2apF5dW5D3zyCuN7u2Dl/mFnbmYs515dgPuT6mkZzczM98HR2djb5mpHra1u64/XVNnAAgMcXogGt+bYiqQklXaxAd7y+NCUZOos8eQz9CAcfoE5PJFn4fZpJhcuMCg4D/w/86R+ZLaAiFAp1PnOhoxtUajVuVqjg0gh43vkMuO4NbQoLC+Hn52dmLzgwUBKoK90T3foe7gR0hutryvfibmTp0qVYv3497O3tWQ5CLrZs2WLWvi2OB7l58ybeeOMNPProo7SM+6FDh3D5sn513bYgFosRGxurE1KQkJCAESNGcG4zfPhwnfZHjhzBoEGD6JtdXxt9++yOuDTd1lmmVqsRuuI32P/wAETfPYANv1+k1zk7O6NPnz7o37+/3n06NRpXQbwpnct6H8G/he9FunXwYnjXkSOdgxzpHAziXYUDGpAjnYPXhNyz0n/f0BWbIhC6I1TkCUCEogi2hWuAJlcqcU0VCABwk5H7r12Y/I7+dbN3AjPj2cumf2S9Y7v1Qmm9GjXNQG65/jJPNkVoQLCKQCB0elJSUuic5wsXLiAlJYXzLzU11ex9WzSNcPLkSUyZMgVxcXFITEzEhg0baFnmL7/8Er/88osluzXK0qVLMXfuXAwaNAjDhw/H559/jtzcXDzzzDMANGHB+fn5+PbbbwEAzzzzDHbs2IGlS5diwYIFSEpKwldffYVdu1qNoRdffBGjRo3Cu+++iwcffBD79+/HX3/9hdOnub2M3RGhWjeh/qvjl5EpaTU6RyTfg6yht9HTSyOtr6+eJgDkVzVCBMvK89wjuIyHVSehUAvwq+oeAMBeyRp6/SbRZwjmFwMAnhX+jvcVszCUfwULBX/gRfnzqIGmXIBSpYaATwZZhO6NnZ0dGho0+e/EqCXYEk9PTxQWspXzlSogS63xvl1t8YJutUGC2YxbDRzV1eygce8FuIcCimagmlHOcFWFzbvW0NQEFTWPZqfRD1GpVCZvbyy1yyQE4rZtTyAQOpTjx4/Tr0+cOGHVfVvkqV2+fDneeustJCQkQCxufcCMHTsWSUlJVuucNrNmzcK2bduwbt06DBw4EImJiTh48CCdUFxYWMiqWRsSEoKDBw/ixIkTGDhwINavX48PP/wQM2bMoNuMGDECP/74I7755hsMGDAA8fHx2L17N4YONZiF2q247jlBZ1nf4wt1lhVcPGbS/lb9egl8mP5Dp80m0WfYJv4YOdI52DSCXQ6AMmgpvha9j13iDRgrSMP34laltEv5JhanJxC6MJRBCxCjlmBbmFEBFFKRAE8KDgEAvJTFOusJFjD4aY3RGreEe71QCjx3DliSrinPt/SKphwOswRO0J1Is9BJ1u/f9E+Be17SGNfgvi/0oVKpUFpaiuLiNtwrXKV+AGDyu5bvk0AgtDsKhQJCoRCXLl2y2j4t8tRevHgRP/zwg85yT09PlJfbNvRz0aJFWLRoEee6+Ph4nWWjR482KmLw8MMP/z975x0eVZU34Hdmkkx6TwgJCaEGQgIEWARRgUUCSBFXRcVFwq5RV/1QsQGrUhSxsq64ltVVVLCtlQVFEAsqvYQWSCgJ6QkppJdp3x/D3MxkSiZlMinnfZ55Mvfcc8899+TOved3fo2bbrqpPbrXJZG5mOcgnGAhwJOJX48NSmsaCJFZECqvXQVXLobVAXb37abDSTb3T1Iclb4Pl2egpIF6XPnuRAEjIv3tPo9AIBAIrNM0em1UVBQFx9PxkdU6qUfdFHc/+L+D+u+/v2K+X+HWmMPXzVP/aUrSFr1vbuiwdu2aQqFAN2AyeDbGVm6JpvbUqVNSOkA/Pz+b+Y+t0lSoHXcvxN0EfUa3vC2BQOA0XFxc6Nu3LxpN6yw7LdEqTa2/v7+ZGRLo7aSdHf1X0HJGxQ6yq1453nbV0+lgqDzLtPDJErjqQf3L+O8WVmnv3mVX282R5p5Epvvtl6MmCwQ9h5ZoTASCluLtbfr8b49ItoJWYI/5rVwBYfGNwm8LMQTSbIpOpzOb+7XkuWMQaAEqK1sWBFLiintMt6evFQKtQNBFeeKJJ1i2bBmlpe3jPtGqJ978+fN5/PHHKSgoQCaTodVq+f3333nkkUe444472qVjgo7DO3Y66hG3o532HIVeMVbr1V3MsKu98pxT5oUKI6MAV3d4qsx0f+8RthudZiM4hgWWf3Wcwoo6tFox0Rf0DIRQK3AkxnEUJFN3cct1PB3gU2rNlSEjw3wO0BJNrTHGrmItwq8PLM8Dn94w5q+ta0MgEHQKXn31VX799VfCw8OJiYlh1KhRJp+W0irz4zVr1pCUlERERAQ6nY7Y2Fg0Gg3z58/niSeeaE2TAmcil+Nyw+sAnD91nl7VaRar5RzfRfbUe4gMtJ224RmXd00L/mohCbZcDo9lwNFPYPRC8/1RV0LW7sbtK+4BVw/Y8qDNcxtQNdRzxbM7mTg4hPf/MtauYwSCrkxrJ5cCQUtpaooscBAry2Gln2mZNZ/SDsDYh9+AUxbT3Lzg4dMdf16BQNCuzJ07F5lM1m7PkVYJta6urmzatInVq1dz5MgRtFotCQkJDBpknxmroPNSWHTRZLt2VDIeh98GYL7LT9z90gu89exKm214yOpNCyKtCJWegTDeyD96wVfw4Q3674u+haarxcah/Jdm632GPpoH166ELQ+ZVJ0u38//tFfyS/pFci/VEuHvYbK/ql7NwcxSJgwMxlUhJmiCro+lCadA4AgMPlA6oap1PEo/qDeKUeEZ6PBT+vr64urqatdEMzXVPK+uQCAQ2KKmpoZHH32Ur7/+GpVKxZQpU1i/fj3BwcFtardVs/lffvkFgAEDBnDTTTcxb948IdB2E8ZpDphse1xnmjf2Lbd/NNuG3Giio1G0IBDEgD/CI2f1PreWzJ+ir9b/VfqBuy9EjYPHL8CYv5glZI+QFUvfX//prMm+he/uJ27F9yS9d4DXfzpnf/8Egk6MWq12dhcEPQTpfV/XKGxF+Iro2w5hyMzG73LXDjmlXC63mYdeIBAI2sKKFSvYsGEDM2fO5LbbbuOHH37gb3/7W5vbbZVQO3XqVKKioli6dGm7hmIWOJ/AK5uYArsoqR4wq0VtjJQ3CooKTV3LOuAdove5tYR/JDxwDB463lhmEH6X5ZpULabRZGvTvkbfnZoGNb+kN2qj//FDesv6JxAIBD2U0aNHk5CQgK+vr75A3fh8P+2R4KRedXOM34da85zyAoFA0NX48ssv+c9//sO///1v/vnPf7J161a+/vrrNkdCbpVQm5eXx2OPPcavv/7K8OHDGT58OC+88AI5OTlt6ozA+bhNetSszOvW/5hs16ms33RqjYP9+gL66lMeNEUu1/sfDb8F0Oe6vUH+K73QR1S7+8ODrP3uFC9ss+wvLBB0dYYMGdJ8JYGgjRj70xqbH5/RicwHDiHj18bvg6d36KmHDx9OeHg4ffv2bXUbgwYNon///mblSqXSQm2BQNATyM7O5uqrr5a2x44di4uLC3l5eW1qt1VCbXBwMPfffz+///47586d45ZbbuGDDz4gOjqaP/7xj23qkMDJyGTUekcCUBVwOcddE83pfe/92vQoier6JgLv1NXt2r1maaiWvv7D7Q32ud8PwPcnC3nrl/Ns2J1pUn1EHwsCssAi2aU1XP+v34leupWNey/QoBaBiZyNn1/j/evl5eXEngh6IsbB5RcoLAQEFLQd3/DG7ze/36GndnV1pXfv3la1J/b43Pr6+hIQYJ6bXjyvBIKei0ajwc3NNJK7i4tLm92o2hwhp1+/fixdupTnnnuO+Ph4yd9W0HXx+Mv/YOxdeN/xscX99+c8TFGlZbPienWTl19QB/taW3jJDpeZ+s16Ucsk+RFWu7yHvLako3rWJckpq2HSiz8RvXQrV7/wE0ezLwHwxNcnGPzEd3ywJ9PutsprVVTWCfO59qRv376EhIQwdOhQZ3dF0APx8GgMwOcuE79thxA1rvG7NdccB+PiYjmmaFOhduDAgSbbTSetto7tSWg0mlZdv1arpaSkhMzMzGaj3atUKkpKSkRU/C7Erl27mD17NuHh4chkMr7++muT/V9++SXTpk0jODgYmUxGSkqK1bZ0Oh0zZsyw2E5ZWRkLFizAz88PPz8/FixYwKVLl0zqZGVlMXv2bLy8vAgODmbx4sU0NDSY1Dl+/DgTJ07Ew8ODiIgIVq9ebfd9rdPpSEpK4k9/+pP0qaur45577jEpayltEmp///137r33Xnr37s38+fMZNmwYW7ZsaUuTgs5AYD+47kW9qe9lcvs0BqtIkJ/lsx/3Wzz0x9NFpgVKH4v1HMa1K82KnnU1NZ8+6f5XNri9yB0uO7iv4h/Er/y+gzrXNcgsrmbpF8cYuXo7Vz3/E5kl1qPqPvXNScprzSezNQ1qcsoaj6uqVzNi1XbiV27n0IX2SbIt0GtSoqKi8PS0nWZLIHAEXuqy5isJ2oa2bT5m7YElTSuYpxEzthwBfTBRA00F3p4q1NbV1ZGRkcGZM2dadFx9fT0pKSlkZmZSUlJCWZnt396xY8fIzMy0mFtY0Dmprq5mxIgRvPbaa1b3T5gwgeeee67Ztl555RWr+abnz59PSkoK27ZtY9u2baSkpLBgwQJpv0ajYebMmVRXV/Pbb7/xySef8MUXX/Dwww9LdSoqKpg6dSrh4eEcOHCA9evX89JLL7Fu3Tq7rnXhwoWEhoZKgrWfnx9//vOfCQ8PNylrKa1K6bN8+XI+/vhj8vLyuPbaa3nllVeYO3eumFh1Y3bKr+QOtkrbQSf+A9dfY1ZPo24i4IR1cATFkMEQMhQunpKK4uSZKNCgQ0a4UVRkgGsVR6isU6PV6pDLu2/0Tp1Ox+3v7KNPgAf3Tx5ETlkNkYGehPt7oJDLqG3QcOhCGX/+zz6rbQwI8eK7B65hyWcpbDmWL5W/vzuTxVP0GvmzRZVcu26XtO/BawfxwJRB/GoUnOvGN/Zwds0MXBRyahrU/PmdfRzOusS6eSOYFRdKvQZ+SrvIlNje/HrmIknvHWBYuC+b778KhR3/o59OFxHioyQuQpiWCwSOxOWSmDA7HJ3zhVq5XM6wYcM4efKkSXlzWkDjOaGfnx+9e/emrKyMurq6HivUlpTorcOqqqpadFxNTY3JmNmrgb106RIlJSUEBQW16HyCjmfGjBnMmDHD6n6D4JmZmWmznaNHj7Ju3ToOHDhA7969TfadOnWKbdu2sXfvXq644goA3n77bcaPH09aWhoxMTFs376d1NRUsrOzCQ/Xuz+8/PLLJCUlsWbNGnx9fdm0aRN1dXVs2LABpVJJXFwc6enprFu3jiVLllgVqA289957zQ1Hq2iVUPvzzz/zyCOPcMstt7Q5p5CgazDJzTTR+VX1v1usF+ZldCOPWgge/g7slRXu2wu7X4Mfn5aic55zX8Bh7UCqdKb5atU6vbHCU5tP8Mzcrp3CQKfTUVrdQJC3PgDHP384YzG682cHWxbQ7baxUaz9U+PYvDZ/FAuvLOXmN/cAsG5HOut2WI4i/coPZ6isU/Of30wnvwP//p1Z3SWfHWXJZwAusP8IcETadzKvggHLv2Xbg1czJMzXal/f3nWeNd/qFzQyn5tptV5T7vrgINtTCxkU6s2OJRPtPk4g6MmolQGtm0QIuhzu7u706dPHJCCosa+twRRdJpOh0+kYPny4WRvh4eG4u7uTkZGBTqejrKwMT0/PHhU0ylgwraysxMfHPmu22tpak+2srCwCAgK4dOkSHh4eeHh4SEHcmi4YlJWVCaHWiVRWVlJRUSFtK5VKh93zNTU13Hbbbbz22muEhYWZ7d+zZw9+fn6SQAswbtw4/Pz82L17NzExMezZs4e4uDhJoAWYNm0a9fX1HDp0iMmTJ7Nnzx4mTpxoch3Tpk1j2bJlZGZm0q9fP4dcX3O06n20e/fu9u6HoJNTETUFzn4obUfKL5rVySiu5ulPfmSK4R7vO6GDemeBK+/Xf1Y2autGyc+aVUvV6U2sN+7N6jJC7eGsMooq6pgUE8rhC2XMf8e6drW1nFw1DblMRu6lWgaGeusLL2XDF3+F7H38YdYrrJk7ib9/ndpsW00F2rYw/ZXGIGV3jO/L/CuiqFdp2Xo8n3smDpAEWtD7dytdFHa1uz21EIAzRVVkldQQFSSsTgSC5qjzicY5Xp49iODBzu6BRFNhyXiiHhGhj349YsQItFotrq6Wc+oaNDgVFRXS8aNHj3ZEdzslxgsB6enpxMfHN+t7XFdXR35+vtm+o0ePSt/lcjnDhw9HoVBQWVlpUq+8vByNRoNCYd/7UNC+xMbGmmyvWLGClStXOuRcDz30EFdeeSXXX3+9xf0FBQWEhoaalYeGhlJQUCDV6dWrl8n+gIAA3NzcTOpER0eb1DEcU1BQ0PmF2s2bNzNjxgxcXV3ZvHmzzbpz5sxpc8cEnQuN1rapUFFlHZNf+pmFimONhfE3O7hXbWe4PIMQLnERf7RaHVqdTtIitkTTp9ZoUchlzZpcNIdOp+OfO8/wyg9nCPB0RaPVodOBRqfvm1qjQ93M/8IWf72qHyfzyjmaXU6thdRMfQI8+PmRSbgo9Cu+A5WX4LXJUNxEE7vlQW4H9srv53/aK+06txwtqasSGbLiB7N9h5+cyqxXfyWv3P68xh/sucAHey5I2//edd5kf8wT2wA49+x1dpktGyitaRBCrUBgBzqdCELjcIbfClWFEDXe2T0xE1SNhSeD/5tCobApPLX1HdmV0el0kvmxgfr6eptC7dmzZ00WD6yh1WqpqKjA39+fc+fOme0vLi6moaGBXr162TyfoP1JTU2VFn3AcemsNm/ezI8//siRI0ds1rP0G9TpdCblraljWPRy5m/cbqF27ty5koQ/d+5cq/VkMlmbk+cKOh8RfpZXXUGvoZ380s8AmIhb8jYH1247I2+HlE3m5VNWwM5VABxwv5fouo/47kQBpdX1UpXiqnqCvc0fPmX1MOjJ7QBMHxbGn0ZFcNeHh0zqrP1TPLf+IdLmj9vwgDiZV85Nb+wxEzLLatoeTfTj5HFcrKrnYGYpK2YPsyjcXappQKeDAK/LL7rSDNjzLzi1WT+ZssF6t9f4sS6BakzNujOenY5MVUP0Cr1/rZIG0tyTYC1cG/UJP2TpJ8PHVybi466/t3Yvm4JKpeLbb7/luuuuk8b4trGRrL4+jkEWTJbtYcDyb5k1vDevzR8llTWotazZmsrIKH/mjjTNr1lSVU92qd7nWCAQWEcnIqs6HrkcrnrI2b0AzCer5eXlbW6jJ9FUoAW9tjYsLMxE6DHGHoHWgIuLC8XFxZK/bWRkJJWVlVy6dEkyG6+srDTTHAoci4+PD76+1t2m2osff/yRc+fO4e/vb1J+4403cvXVV/Pzzz8TFhZGYaH5vO7ixYuSpjUsLIx9+0wtAMvKylCpVCZ1DFpbA0VF+kCxTbW8HYndQq2xU7oIEd7zCO4/ymJ5bYNGEmhdUXOTYpfFek7juhctC7WDp0lCLYA3Ndz30WGTKrvPlbBxzwWmxYXx16saTSlWHm782Ww7WcC2k6Y/bIBlXx7n6yO5fJQ8jq+P5BLio+SawSGU16gY+fR2S5mHzPj6vgl4K11QyGUoZDJkMlDIZWi0OvacL+Gxzxu14oeeuJb88jriIvzIKash2FuJu2vjavmc4b1h083g1weuXgLlOeAXCb4R+Hu6gaoWMn+DDTa00/594f4D8MntcLYxJ+WfFT/wlmY2u5f+kUPHTzJ75xS4nJ5435zXuWKzP+PkjWbB7xTdys470ogO8cbHFdj6MFQVwYwXwCNYn5apIo/M52ZSmpVK4LvjwfM+Mtau4WJlPdUNGi7VNHDD63o3iBWzYzlTVMVH+7IAcEOFGgVao+DuW47l8+i0as5frGZ7agEf788G4P09F3BVmC6+/PX9gwD8sGRio+m1QCCwQM8M9tNTaQ+BtCcLtRcuXLBYXlBQQFhYmF3mwd7e3laDTMnlcqqrq6Xt4OBgk20w980VdB+WLl3KnXfeaVIWHx/PP/7xD2bPng3A+PHjKS8vZ//+/YwdOxaAffv2UV5ezpVXXinVWbNmDfn5+VKgqe3bt6NUKiVXgfHjx7N8+XIaGhokzf/27dsJDw83M0vuSFrlU/vBBx9wyy23mKnQGxoa+OSTT7jjjjvapXOCToRfhN6c+Ph/TYpf/D4N0Au0Z9w74f/dzQtu+xQ+vqWxbNF3+gjJRuxWLmZ4/TsmZYs/1ptw7M8s5a9X9aNOpeGD3ZZfSpbYl1HKgOXftqi7/YO9eGz6EKbHmTv4GxMZ6MmYvgE8/sUxVs2JI8hbSZCXG9SU0icgUF9p14vw4zPmBx9qYdS5hD/D9f9q3P7z53DuR/jwBgCWuX7MMteP4RUIb3Jor+338su0V+j7y/Mm5VO+vQZcPaHMyN/21GZcgesBUvRFgYZ9e/+FbO+/CH3wOARHAV4m5uE6nY6P9mUxQJbLTuWj7NbEMl/1hMk5J774s8XLu/+jI/SVFfCR2xr+2vAop3VRAHx5OIfHpg+R6v2SfpF/7zrH6/NH4+dp3XJBIOgpiAVuQUuxJNTW1NT0+OwZNTU1dgWNGjx4MMePH0elMrfkOn26MaBn//79kcvlUvAoQeenqqqKs2cbY79kZGSQkpJCYGAgUVFRlJaWkpWVRV5eHgBpafr5d1hYmMmnKVFRUZKP69ChQ5k+fTrJycm89dZbANx1113MmjWLmJgYABITE4mNjWXBggW8+OKLlJaW8sgjj5CcnCxpnOfPn8+qVatISkpi+fLlnDlzhmeffZannnqqa5gfG7No0SKmT59u5mxcWVnJokWLhFDbXbnxHTOh9njuJfypJMX9bid1yg5ipsMf7oQDl4VWjwC9Sdf9B+G1MQD4yhpzqoZRQi1KymnU0kUv3UpTrh3aix9ONZpxGISs937PYNX/mg+gBHDLmEhCfZXc/8eB1oMa6XSg0+o/Wg3kHwVVNf37TuC/09Tw70i7ztUilmaD3AUuZUHoEPP9A/6o16x+91izTfX95UHzwmbMmq3ySjz49IbKfPjzFzDwWlDVIqvR577dqXwUgCsVqdAC6+1flEsA2KZcSlzdO1ThaWYOvvBdfW7mhe/t5+v7nBgETSDoBNSrNUKo7WE4SlN76tQpevfubRJtVQQ2soxMJsPb21vKU6tQKCy6/Bm0Z0Ko7TocPHiQyZMnS9tLlujnJQsXLmTDhg1s3ryZRYsWSftvvfVWoOWBpzZt2sTixYtJTEwE9HGQjHPjKhQKtm7dyr333suECRPw8PBg/vz5vPTSS1IdPz8/duzYwX333ceYMWMICAhgyZIlUp+dRauE2qbOwgZycnJalSxX0HWZOsif/xZYz6vVabh2pV6olbtC6GUtbfAgGDpH7zsKeFKHAi173f8PgP51G01MWI1xQc3zN8RSd/0wwnzdUZSdh5pS8Axk0YR+3DE+mhe2neatJsGLAOIifNmwaKxFf11UdfDVXZD6jV6o1GpoVxO/P9wJBScgZ79eSG6KTzg8eBwUlx8NlgRaAwl/tkuoNWHJKVg31Lx84RZ4f5Z9bVRejgK58UaT4swmYVgPKP/GHp9pLC6e26IuDpLlckQ3iPd+z+T+yQM5kFnGhZJGE66U7EtWn4ECQU+grLqB8c/tZHBDFisAVwXQ9ypnd0vQBbD23MzPz5eE2kOH9DEqYmJi8PbuHi4gzeXlTU9Px8PDg5iYmGaFeYNQ6+7uzrBhw6TxMsYgzAqhtuswadIkm/dJUlISSUlJLWrTUnuBgYFs3LjR5nFRUVFs2bLFZp34+Hh27epcLoctEmoTEhKQyfQRXqdMmYKLS+PhGo2GjIwMpk+f3u6dFHRe/Pa/ZHnHH5/s2I40h9IHVloIanHjO/CM3uJgmctHTFE0+tWGUkYZPtTjCjS+iEfJ0vlSuRLWXS6Ytha+X2bSrCL+ZpbNfYMliYPRasHDTYFao5WiCqPTQck5COinF6p/fBpKmqQc0qrbeNHAHZv1/qoXfoPrXm4UVo2pvhy8wquFeezcvKzvW3EJZDKTlEq4+YBvOHiFQrU+oAC3fwGDrtV/X1neGChq+jRc114ONjAoEW54C15oWYj4EFk5c6o+Y7u8FwW6AA7qTAX0e2Mq2JimoALT65AZLSKMfsY8UjPArf/ey6d3tz4aqUar46Y3d3Pz6EjmX6E3d66uV/PpgWxmxIfR208feCunrIYzRVVMGhxicTJYWafi4/1ZzIjrLQJbCTqEP778M+cv6hd5tHI3hobIUSqA6Wud2zGBw3G0T61arTYRwtLS0lqU7qczLzYWFxc3W6e2tpaUlBTpmtVq0zlAfLw+7WBISAhyuVwy2Y6JiSEjI4OIiAgyMvQuPQbB2JJQq9VqhbAr6Ja0SKg1RD1OSUlh2rRpJitobm5uREdHc+ONN1o5WtDdqFNp6F97HBNl5g3/hoxdnSZaY7O4NGpLF7iYCjBPuG5ilmIv2pG3s7HXY7i7KOgf7MGY9+ebttFEoAX0ZtrH/4vy7wWwZz34RuCScDtcTId//cG+vj1wDFzcQa4Ambzxo9PAqS2w+f7Guo+c0ZsK9xkDZZng3QtcjSISD7eRXqmlwqwxI/8MKZdX/O7dB7tfhSsX6wVagOQf4e0/6r8v/ObydR2Fn9ZAzAyItqLdkSvgyWI4uxMGTgGFKzyeqb9unUYv8G992K4uvua2HuCyWbEH6Y+Pwu38DvjfYh5zRz/O/2ys/6VyJUe1/bml4UnqsBx6f19GKYezyhgVFWBXH5qyI7WAI1mXOJJ1iSv6BzIgxJunt6TyyYFsTuSVs27eSACuev4nAFbNGcbCK6PN2nnqm5N8dSSXZ789zRd/G8/ovoFmdQSC9iJ+xfdU1jdOtOXo8HS9/FvvPdxJvRJ0FI4WagsKCsyELXv9bTMyMigt1buhdMa8t5YCNPn7+3Pp0iWzcoPptcHEGGDYsGGSSbFMJiM4OFja5+3tLQm8NTU1uLq6mtRtSnNaY4Ggq9IioXbFihUAREdHc8stt+DuLtKu92S2HMvnnGYUf5BfzmH6f4chaACMuMX2gZ2NuBvhxBdmxbMUewGQp2zijpWvQ/EZtD+tsN5OzEy4dAEKTzSWrTFy2v/mXtv98AyGiFEweTmEJ9iuO2oBRF4B39wHM18C71D9ByAg2vax7cmcVyH2eoj8g95Xee7rpvsjRsNtn1y+tssTDTdPmLam+bYVrnp/aAMeAfrrNjDydr3QL5OBugGeCbHZ3O5eL+FbftpEgAXgn+aT8RHy8yxSfM8bGuOc2zpCKOci/gD86fXdHFuZSFWdmnB/D7M2bHHPxkaLgCkv/0LmczP55IA+IvOXh3P58nAuEwc3Xs+KzSctCrVfHcmVvt/4xp4W5VYWCFrCgcxSE4EW9EItQJ4s1CxInEBgCVtCbWFhoVmwpMLCQinIjS0MAm1n5eLFi2ZlQUFBFoXalJQURo0aRVZWllRm73y7T58+JtuWNLKVlZVmaV8Egu5Aq+wPFi5c2OECbVlZGQsWLMDPzw8/Pz8WLFhg8WFgQKVS8fjjjxMfH4+Xlxfh4eHccccdUtQwA5MmTZJMqg0fg/O1wDZZpTUsdPkegO/cEvUCbVfkGjv8Qlf6wWtjkJ80En4nLW/87tsHbvsI/vY7zP+v+fGWGJQIU1fDn97Rm+s+dg5u/2/zAq2BkMFw5w7oPcK++o5AroDBiXqB0xoxM/RCb3vj6tGoEXZpPpm8b/npZusY4yUzXVnPdL+dA+73kig/IJUNX7mdK5/7kf8dzWt6uAnlNSqOZOlX3Vf976TZfkuByH5JN58E2SI+QsQzEDiOZ7aeMiszmOqrzOPUCLohHZHSp7Ky0mS7pwYjS0lJaZd2vLzM3YTq6urapW2BoLPRKqFWo9Hw0ksvMXbsWMLCwggMDDT5OIL58+eTkpLCtm3b2LZtGykpKSxYsMBq/ZqaGg4fPsyTTz7J4cOH+fLLL0lPT2fOnDlmdZOTk8nPz5c+hjDXAtu8u/MoYTL9RD3Gvwu/eHxsp8+xypX/B0+V6n11lxgJKoMT9WXzP7N83BX3wLJcvQA74QG9aXAn9QPqUiz4Wp926jGjNEGK5oVdiYQ/m2ze7/INCjT4UEMojWZg/3b7h9mh//fxEf620TxYB8DFynpGrN7ODa/v5k+v/857v2fa3ycjTuZZ8Ak3IjrYho+zQNBGjmZfMiszCLVaxPOrJ9AeZqstFYxtKS+6Cq0Zt/YS5r28vOjbty+DBg2SBFzjeDgCQXeiVXf2qlWreOedd1iyZAlPPvkkf//738nMzOTrr7/mqaeeau8+curUKbZt28bevXu54oorAHj77bcZP348aWlpUm4lYwzhpo1Zv349Y8eOJSsri6ioKKnc09PTYm4ngTlVPv3xrtRH9DWY5wJEX/zJWV1qOx7+ptt/ehu+TLZ5iObKh1C4NePnM3ia5eBUAscwYLL+Y8yVi+FXK8HMmjJpGRwxjQj4nMvbzFHsRikzNbvceYsXUz41TWr/3YkC0goqGRDihYtCTp1Kw4x//kpGcWO9w1mXpO8fLPoDx/MqpFzPzTHz1d/MzIuDvd0ormoAQK3pwgtLgk6Nqsm9teaGON785RzyMn25Tgi1PYKmWlQDxql4mqMjAjmp1epOJbhZSrkDemG3f//+nD9vniWhPTH43xYXF1NdXS18agXdllb96jdt2sTbb7/NzJkzWbVqFbfddhsDBgxg+PDh7N27l8WLF7drJ/fs2YOfn58k0AKMGzcOPz8/du/ebVGotUR5eTkymczMl2DTpk1s3LiRXr16MWPGDFasWGEzCXZ9fT319fXStuFBr1arLSbE7kgM53dUPy6MfJhhv94HQF9ZY67RusChuDr52tuCfNrzKL5/HO3ARDRDrkfRbyOywhOo//oj+EZAQzW4eqKqq2bHT7uYetXULn29nZV2u3//8gPy9O/Qjn8ARel55Ce/lHap53+JLvoqQAbF6ciqC9GFxoFnINyzB/m+N1Ac+QCAm10sh6sf8M31nF51kWO55azYfIpTBfpnwLRXdvGnhHCe/1McQ57cbrV7vSnhmo8HcVX4aHRT3+SlHWcYIMtlres7DLlpJVtqYln+9Un+KD/MZHkKz6j/TD1uZuMyINiT4OqznNWF892JgmbHzdHPh55Odx3f579Pl74njY9i3qhw5o0KZ/5TRwC9UNsR19xdx7czYWuM1Wq1WURegICAALv/J9basKdPzbVroKioiJAQ2zEWOpLa2lqpfwaBUq1Wo1Ao8PDwIDIykoqKCvz9/Tl37pzZ8b17926Xe94w9vX19d32N9SZnhEtvc8FbUema8WSjZeXF6dOnSIqKorevXuzdetWRo0axfnz50lISKC8vH21U88++ywbNmwgPT3dpHzw4MEsWrSIZcssRJ9tQl1dHVdddRVDhgwxyc/09ttv069fP8LCwjhx4gTLli1j4MCBZlpeY1auXMmqVavMyt955x2TiHTdkfqCVOblP8c5+jCAHKn8eMR8zod2s3ROOq0+2rCgS+PeUMqwvE/waCjheJ8FlHtGN3vM9UfusKvtbxI+YPMFOTvzTO+TF8aqeWy/9TXDH72for9an8LpvM9Y/njxQb5ze5yhcn2wqDVR7/F2uhuZ7rcDcEzbjzkNa/jneNOXZNqRnTzG+wAk1L3JncM96SOskAXtzAN7Gu/lu4doiA3QTxs+2nuGT5VPc0YbQepokdKnu1NaWmoxINOAAQPs1sAa0j+2hH79+jWbu/XsWdOUeAMHDmzRORxJTU2NFM+ld+/euLi4oFKpLObgraiooKioyKQsPDzcrgjQzVFUVERFRYVFV0GtVitpjN3d3c0CTglaTnFxMXfeeSfZ2dliPDuIVmlq+/TpQ35+PlFRUQwcOJDt27czatQoDhw4gFJpOQWGJawJh8YcOKAPymItLLk9D1KVSsWtt96KVqvl9ddNo7MmJzeamcbFxTFo0CDGjBnD4cOHGTVqlMX2li1bxpIlS6Tt3NxcYmNjmTJlChEREc32x5GoVCp27NjB1KlTcXV1bff2T+2VQz7otFoTj+zYoUMYcsV17X6+zoajx7en47jx1fvLTrC3+hHLxTr/vsguXZC2Z1/8F9MjBjIh7yqKaQzUZEmgPfN0IgC1uSfw3dA4AetfuZ9AKiSBFuDvWYv4u1EsvuFy/SSwwC+Wv0yIpl6l4ezFaiYcvl9Kofydchnjjv2LEyuuRelieTFG3L+OpTuO74ncCtjT6GoyftxYJgwIQnbsU07K9fexDrjuOsc//7vj+HY2bI1xYWEhubm5ZsdYmytZQqvVtioIkq1zWGqzJX1yNEVFReTk6JUA8fHx7Nixg1mzZlm8hysqKswE9GHDhrVobm2NrKwsiouLCQsLMzMZP3z4sElZZxq/ltCZnhGWfisCx9IqofaGG25g586dXHHFFTzwwAPcdttt/Oc//yErK4uHHrI/P+n999/fbKTh6Ohojh07RmFhodm+ixcv0qtXL5vHq1Qq5s2bR0ZGBj/++CO+vr42648aNQpXV1fOnDlj9UetVCpNHjAVFRWA3vne2T8iA66urg7py9GccoYDA+Wm0V4Vg6ai6CTX3hE4anwFepw+vlf8Dfa9YVYsGzwd9jcGkpPn7EOZs4+D7pu4su5V8rBsqfHLlCxcP/oT3PoRrp/MNdt/2P0eu7q1dls6a7c1WqxkuldI34PQfz+ZX8UV/S3nHs4uq+G7bDnjGnT08hT3r6Nw+v3bjpTUmFoH+NQX4PrVY5D6DcsvX6IWeYdeb3ca386KpTF2d3c381WVy1v2v9fpdK3yd7V1juLiYrM2O9P94erqiouLCx4eHlK/rN3Dbm5uZteiVCrb5XqUSiUuLi5mc9WCgoJOPX6toTM8IzqTX3dPoVUj/txzz0nfb7rpJvr06cPu3bsZOHCgxejC1ggODrbLXHf8+PGUl5ezf/9+xo4dC8C+ffsoLy/nyiuvtHqcQaA9c+YMP/30E0FBlid6xpw8eRKVSkXv3r3tvo6exFUctryjV2zHdkQgcCQznoPx98Ercablgf3hzp3wzhSzQ3a7Lya67iOTMm9qOOF+J/x+uWCtkQlSr3goPG53l+bKf+Nr7VVW92/T6tMm3fLvvfzy6CT6BpnbId/29gEKK+U0fHWSdxeNtfvcgp5LlVFu2u/cHmfoV9lmdUTYmZ6BJRPg+Pj4FrUhk8kYPHgwOp2OM2fO2H2cVqu1mHMVzCMkGwcC7QwYIhlbSq/TFEvX2F7CkcGysWlkZaFRFHQX2sVhcNy4cSxZsqRFAm1LGDp0KNOnTyc5OZm9e/eyd+9ekpOTmTVrlkmQqCFDhvDVV18Begftm266iYMHD7Jp0yY0Gg0FBQUUFBTQ0KCPFnru3DlWr17NwYMHyczM5Ntvv+Xmm28mISGBCRPsNlTsUXhGi4mwoIfgH2m6PWQW/OFO6DPGalTr86M+Y6RMbzq23GWTXqC1xvxP4VH7o16+4vZ685UuM/HFny2WF1bqA9ztOlNsd1uCnk11g16oDaXMxETeFBH9uCdgya+zNQKXj49Ps1ZzTcnPz7e6r2lAHmvCr7MwBC2yp1+WXOraK2K0oR0R/VjQXbH7abR582a7G3WEcLtp0yYWL15MYmKidI7XXnvNpE5aWpoUpConJ0fq88iRI03q/fTTT0yaNAk3Nzd27tzJP//5T6qqqoiMjGTmzJmsWLGi2aAEPRVVsF4jq9XJkMvEg1HQQ7jib3rtrTEGwfbzv8KJzwGQp37N18qv2XzDKeZ8Nd92m36X/e/v/BHe+aNpuye+hM8XWT30/LPXIZfLYMPVkPkrABPkJ0zq1DZo8HCz/BxTa8VvV2Af7i76e+gp1w+s1uktK+mo7gicSHv4dRozdOhQzp8/T79+/Th9+rTNugUFBYSFhVmcm7VXTtfWUl5ejru7u9XxqaqqAlon1Hp4eLS9g5cxnN9YqK2trW239gUCZ2O3UDt37ly76slkMqs5udpCYGCgSdRiSxj/UKOjo5tdjYqMjOSXX35pl/71FORy/QulGnd8EA9DQTfn74WQdwT6/MF6nYQ/S0KtgTk/WYgEPnoRNFTB8f/CklON5YH9Gr97X86X7Wp5IpP57HSQG03qyhsjkAfKqtAbguonRbUqDe/tzmBQqA9TY23HHhAILFFW3cDD/z0KwCzFPqv1/GXVVvcJui9tFbg8PT2Ji4uzOGeMiIgwM4tNSUkhMjKS0NBQk/KmgplxykVHU1paKkVzHj16NBqNhqqqKurq6rh48SIDBgyQrs8eDWlTAb1///7t1ldLmtrMzEyr/ehsGm+BoDnsFmqdvRIm6CRcfsgpEPeDoAfg6g59x9uuM2CyeZlRhGQAgmNg9iv67ze+Y7rPI6Dx+8RH9X+DBlk+1z9HwkPHobYMMn6FMtPUGJnutxNdtwmQMerpxrRkz/0pnqVf2u+/KxAA/GHND5e/Cc2+wJz2ErgsCU9eXl6MHDnSLKpxdna2mVDblI4M0GOcnqi+vp7MzExJMwuQnp4uBSyyx6fWWOAcMmQI7u7uNmq3DIOwX1JSQnR0NIDkjteUyspKfHx8hGAr6FKI0FyCFmFY6fOUddxKqEDQpfm/wxA0wPp+Y3Mz1WWNQ/BAuGUjeIVAxBh4+nKQu/IsWOln3oYR/WQFZOhMA901CrQ6+siKydGFtPAiBD0Rg5l6kuL7xsKI0bDoO6gphXVDnNQzgbOQy+VotVpGjBjRrgGMBg4caJLKxsfHx6pm0yBwdTZOnDhhVqZWqyWfX3vGyzh3bXvkpjWmuNg0lkJubq6JP7JSqZQE37Nnz+Ll5cWQIeI3Lug6tOqJtHr1apv7n3rqqVZ1RtD5sbRqlznsXqI7visCQefhyWJ9ZGN1nWm5Z5BtgbYp4QmN34fOblVXflI+zOC692nAPJ3BUy4f8heXbayV3QnMbFX7gp7HSmN/2omPg4sSfEWGgJ7IiBEj0Gq17a4N9fPzIzg4mOLiYilVo7UASenp6YwePdpqWy0JhKTT6dotEFNzNDQ02KV5tXVtbUEmk0ljc+HCBTMhNzY2lqNHj0qWmdXVwq1A0LVo1VPJEGHYgEqlIiMjAxcXFwYMGCCE2m6MTG4epMGz3zgn9EQg6EQoXOGJy7m0076Dj2+FGS/AFXfbd/z9h6A4DaKtpOxZfAReTTAti7sRzvwAs9bBF3812fWq62vcozLPGf4Xl20APKD9EHjZvr4JeiRFFfoFmgGyJuk+FF07f6WgbcjlcoeZpPbt25fIyMgWtx8aGkpRUVGLz5eTk8PFixcZOnSoTWFTo9FYza/r7u5OXV2dhaPMaWnE5/YmNDSUgoICwFxrC/r/bUcJ+AKBI2iVUHvkyBGzsoqKCpKSkrjhhhva3ClB50Ums/CyUYnVPIFAImaG1ZQ/VgkeqP9YI7C/Pp3QgXcgfBTc9VPjvvoqs+rTFQdQqDRosBz92FNWj1ar00dQFggscNObewDoKys03SEXXksCx9EagbnpMcaBo7RaLSUlJfj7+0u+rQYKC/X3dkFBgeRjagmDX+/IkSNNoi8XFhbaLdCCPs+vIwKp2ktwcLAk1FpDCLWCrky7Lbf5+vqyevVqnnzyyfZqUtAJsRQeyjsovMP7IRD0OGa+rBeWjQVaAKU3DJ5hVt2HGm7qW4c/lRabq1E5b3Il6PxcvJzT2Ismk3ZjoXb4LR3YI4HAMk0DmZaUNKaYys7OJisri/T0dKvHG9dvyqVLl6TvTQXYnJwck+2mQnNTnB10qbn+gblQK3LaCroS7foLu3TpkpQnVtA90Vp4wHkGRzmhJwKBQGL+J3CHaS7xlFn5vFT4F1Lc7yaIcr7u85HJ/pp6NQJBU+rVGr4/WUDt5UWPcDcjS5yw4fpAUQaEKbLAwQwePLjZOrYEr7KyMsBcILWXc+fOSd+NBb6amhqzuiqVqlXn6ChsCdUhIfrggU2F2oqKCof2SdDIrl27mD17NuHh4chkMr7++muT/V9++SXTpk0jODgYmUxmFhkc4O6772bAgAF4eHgQEhLC9ddfb5YDOjo6GplMZvJZunSpSZ2srCxmz56Nl5cXwcHBLF682CxS9vHjx5k4cSIeHh5ERESwevVqpy+CtMqO6NVXXzXZ1ul05Ofn8+GHHzJ9uoX8jIJug05jYSIsVvIEAufTf6I+0vL6UfrtH1ZKuw65/w2auFBVNwhNrcCcV344wxs/N07kixrcwe3yxj2/NqktTBUFjsXHx4dBg/Qpzs6cOWOxjqWJtCFCcnua+9bX10sRiS9cuNBM7a5FVJReOSE0tc6jurqaESNGsGjRIm688UaL+ydMmMDNN99McnKyxTZGjx7N7bffTlRUFKWlpaxcuZLExEQyMjJMTOdXr15t0oZx1G2NRsPMmTMJCQnht99+o6SkhIULF6LT6Vi/fj2gX+yYOnUqkydP5sCBA6Snp5OUlISXlxcPP/xwew1Ji2mVUPuPf/zDZFsulxMSEsLChQtZtmxZu3RM0DnxVVpY6fOL7PiOCAQCc+yMtHxR50u10NQKLGAs0HpTwz/c3tBvWIqnIBB0AM0FWLIkeBUVFbUo7U9VVZXJxN4SmZmZBAQEoNFoLGpqbdFcbl1noVAoTLThTYXajvaxzcvLo6ysjJiYmA7NN9wZmDFjBjNmmLsSGViwYAGgvw+tcdddd0nfo6OjeeaZZxgxYgSZmZkMGNA4P/Dx8SEsLMxiG9u3byc1NZXs7GzCw/XuhS+//DJJSUmsWbMGX19fNm3aRF1dHRs2bECpVBIXF0d6ejrr1q1jyZIlTvPNbtVbKiMjw+Rz7tw59u7dy7PPPtspc4cJ2g9vv2CT7SJ5CLi4WaktEAg6nJvea7aKEjU1PUBTW1mnInrpVunz7m8Z1PaA624vdikfbNzQWYqoIBA4H4NPrbF5rbEvrD2kpaXZdZ5Lly7ZVXfEiBGMHj2a6Oho/P39iYiIaFF/OooBAwaY5MN1tqY2Pz+furo6k9RCXZ3KykoqKiqkjyEXsKOprq7mvffeo1+/fkRGmiqfnn/+eYKCghg5ciRr1qwxMS3es2cPcXFxkkALMG3aNOrr6zl06JBUZ+LEiSiVSpM6eXl5NoVuRyOWXgUtw8PfZLNW1r7JwQUCQRuJ+xO42dY4eFJHTX3n9v9qKSqNlvU7zzDu2Z089c0J3vs9g/iV203qrN6SytCntnEiVx/7oapezU9pRag0nWfypNZo+SG1kJ2nCpn+yi5+P2ueeqO9ee3HM0Qv3cqZQtOgYoEy88jaJohIqQInYSxsGb43p1RRq21bp9gjRJ07d84kujJATEyMWT2DljEoKIgBAwY4PUiUNZpqQ52tqTXGmcJRexIbG4ufn5/0Wbt2rUPP9/rrr+Pt7Y23tzfbtm1jx44duLk1Kp8eeOABPvnkE3766Sfuv/9+XnnlFe69915pf0FBgZQr2kBAQABubm5S9GxLdQzbzUXYdiSt0u3X1dWxfv16fvrpJ4qKisweBIcPH26Xzgk6JzU6JZ4y/UpTrUZMagSCTse892GjuU+OAReZFp26Y1aL2xuNVocMTNIRbTmWx/0fNaaa+2CPbX+3N385x2vzR3HFmh8k3+It/3cVfYM88XF3bvCj5V8d57ODjVFV7910mKMrEh12vs8OZPPSdn1k2Kn/2GW94jRLEzHx/Bc4B61Wy5kzZ/D29paE2uYEx6NHjzJ69Gir+zUaTYuFT4VCYTPHbWfH2M8SnCvEZmdnm2x7eHg4qSftS2pqqomm3li76Qhuv/12pk6dSn5+Pi+99BLz5s3j999/l+7Thx5qzGE/fPhwAgICuOmmmyTtLVi+D3Q6nUm5Na2+M++hVi0d/eUvf+GFF16gb9++zJo1i+uvv97kI+je6IwmMnIR/VIg6HwMvBaSf4THM2FWYwwEnbLRN+2N7Uel7z+dLuLJr09QVNG6CKHNsT+jlCvX7mR/Rmmr29DpdDz2+VEGLP+W/su/5Z1fz1Ov1rBuR7qJQGuJzOdmcnLVNK4ZrI/wueVYPnUqjUmwrFnrfyN+5XYyi52bd9tYoAUorzXVqOeU1fDh3guoNFrqVBoyiqvZfbaY9ELLqZua47Evjlks70WT/9XoJPNKEaNadU6BoK2UlZVRXV1NYWGhVaHWkubVljltVVUzlgkWiI2NNdN2Dh8+vMXtdBQGocVAc5rZjjQ/Li42tUq5ePFih53bkfj4+ODr6yt9HC3U+vn5MWjQIK655ho+//xzTp8+zVdffWW1/rhx4wA4e/YsAGFhYWba1rKyMlQqlaSNtVSnqKgIwEyD25G0SlO7detWvv32WyZMmNDe/RF0AbTGq/PynuXILxB0GQypV8b8RZ/H1isYtRY0a8Jxp4G8iyWcKawk91ItizYcAODDvY0azvf/MpZevkrSCiqJCfNh67F8Pt6fxYJx0dw9sT/urgpLZzXDWIs676097F8+hVBf+zQbOp2OgxfKcFPIuf5fv5vse2brKZ7ZesrsmLHRgSyfOZTvTxYgA/42SR8cw0vpwntJf2DA8m8BGPLkNovnnPTSzxx5cioBXp0nVkD/ZVtJvro/18X35s4PDnKxsp5vj+UT6O3G1mP5JnX9PFzZ9ehk/DybX3C0tYjxuXKVaYGLhYlYwgLQqKDvlXZdh0DQXhjniDUIXk1T6lRWmi/0ZGZmEhQUZDH4VElJCQEBAS3qh7FZpwF78sE6i6ioKHx9fcnIyACa19Tm5OSgVqsJDjaNp9LelJWVmS1CWBpbQcvR6XQ2/XiPHNG/n3v37g3A+PHjWbNmDfn5+VLZ9u3bUSqVkqXD+PHjWb58OQ0NDdL/afv27YSHhxMdHe3Aq7FNqySSiIgIERCqB6Og8cHTV3XORk2BQNAp8NW/mNCqqMEddxrwpM6muenCd/dbLP/HD+n844d0i/vcFHK8lAo2338VN725m8IK8xfp2Gd3AnBsZSK+Fkx969UaHv3vMTKKqzme27K856efni4J2yMj/c32K+T2mUV9djCbuyfaF0m6vaioU3Eix/L1anXw1q7zvLXrvFS253yJxbrltSpGrN5O5nMzzfapNFoG/f07AE6umsaUl3+x2p9It2owyAiLU0BuYRFDroCxllNLCASOxDhVj0F4bTpxt6RlLC0tpbS0lNGjR+Pq6moiCLdUg9a/f/8W1e8MyOVyAgMDpWttqt1uuhBQX1/PhQsXHC7Unj9/3qyspRGmuzpVVVWSthT0QXlTUlIIDAyUUvRkZWWRl5cHNAY3CwsLIywsjPPnz/Ppp5+SmJhISEgIubm5PP/883h4eHDdddcB+gBPe/fuZfLkyfj5+XHgwAEeeugh5syZI6V1SkxMJDY2lgULFvDiiy9SWlrKI488QnJysrQYNH/+fFatWkVSUhLLly/nzJkzPPvsszz11FNdz/z45Zdf5vHHH+92eboE9mHwpwU4rBnoxJ4IBIKWUqXVT2a8aH9T4waNlrIaFVe/8JNFgdaY4Su3S1GJH/3vUZ7ZkopOp+OPL/3C5qN5VgXaoysSObYykVv/0BjNUSGXkfncTLu0x/+9Z7zJ9lUDg8l8bibnnr1OKlv73WnufF+vvf4l/SJfHMpxuBne8JXbmf/OvnZrr9+yrQA0qLWUVNVTVFEnCbQAw1Z8T6WFtE5KGviTfBeoLk8ovUIgsF+79UsgcBTGUXwBCgsLrdYtKyszK2upUNtSrW5nwsvLCy8vL2d3A0AS0gwYhKKeliP34MGDJCQkkJCQAMCSJUtISEjgqaeeAmDz5s0kJCQwc6Z+wfLWW28lISGBN998EwB3d3d+/fVXrrvuOgYOHMi8efPw8vJi9+7dUkoppVLJp59+yqRJk4iNjeWpp54iOTmZjz/+WOqHQqFg69atuLu7M2HCBObNm8fcuXN56aWXpDp+fn7s2LGDnJwcxowZw7333suSJUtYsmRJh4yVNVqlqR0zZgx1dXX0798fT09PM1OL0tLW+00JuhZaEShEIOhSVKM3/fWU1YHRnGHHQ9cwqJfeAierpIZefkqULgo0Wh2l1Q2E+OgnfL+kX2Ttt6c4XVCJTAYxvXzo5etOYUUdpwss+3V+8JexDOrlzfi1P1rc/99DelPCd37LMCkfEubDyjnDSCuo5GReOc/9abgUIOq5G4fz95lDOVNUxagoK5PL+kpY26dxe9Y/+MOI+Wy+fwL/+S2DmfG9mTJU7/+jkMt4/sZ4Hv/iOAA/nCoieulW6dAVm09yfGWiU1ehW4JOB499ftTMR7c5lrp8zCKX7xsLqruHX5ug+9NUULXlI3v+/Hkz09vs7GyTfLKWBF8DwjS2/cjPN3WhGDBggKSxVKvVPSZf7aRJk2wK8klJSSQlJVndHx4ezrfffmvzHKNGjWLv3r3N9iUqKootW7bYrBMfH8+uXTaCCzqBVt0pt912G7m5uTz77LP06tWry7zkBe1PvNzcZEQgEHReGtAvQrrSqKXbu2wKYX6Nfq5RQY0aD4VcJgm0ABMHhzDxcsAlS5y/WMUfL5u1Zqy9zuT9kPncTHQ6HZv2ZfHE1yds9tPYlHhc/yCLdXzcXRsFWo0a9r4O+/8NQ+fotYvfPmJ6wJaHYMtDDL97F/+8NQFUtZC9B/qMBYUL88ZE8vWRPIumvVX1avota5wwfHb3eMb2C5S2K+pUuNL+qYEyn5tpIlwbeCRxMKcLKnl53gjcFHJpnL86ksNDn+qDgNkr0J5dM4OBl7W4JgKtQNCFCAkJaVFwIWMTZgNpaWkEBATg5+dn0w/ROK9ndyIoKIiSEsuuDR2FsXtjTk6OU300BV2LVgm1u3fvZs+ePYwYMaK9+yPoYvjKapuvJBAIOg2ay14nHugnZR8njzMRaNtK/xBvi/6cBmQyGX8e15c/j+sLQHmNimO5l8gtq+XXs8XE9vblvsk23Bo0an1+VGMfz9Rv4LM7Grf3/st2J3//J9z0LryaAJWXtQT3HUDmH8nHd42jsk5lluO2KfPe2sPxlYn4uLuSX14raaFfGNsys7mC8jpue9t05bx/sBdFxRe53XM/VI9jbHQg+zMbLaCMtepNuSGhD+P7BzNu7U6L+w/8/VqTRQoDGWuvo16thTVNL/RDu69FIHAm7aFgqaqqoqqqiuzsbMLCwtqhV10LawJt03QujsTYz7ekpISgoCC7chCfP39eaNB7OK0SaocMGWKWfFogEAgEnZ8IbznUwBtu/4S/F+qj2m6YBZm/gpsP3PUzBLezr/zprfDJfLj1YxhynckuP09Xrh6k1/zeOjbKehs6Hfx3oV6ABfjjE3DlA3oB9adnbJ9/ZTnUlcMnt+uv88QXMPeNRoEW4F9/0P99OB0fn15krL2O+z8+Qr1KQ2SgJ+/9nmnWbPzK7fxr/iju+6gxN/tj+114bP8Onr5+GAvGR5sdk3uploLyWu7bdISIAA8OXTA1cRwrO8VnVU+DO6AFthbx2T3v89CnKXx1JJeVs2OtCrQGLC1S2Fpo4LM7kKV+g/vtX5jvGzrb5rkEgs5CcHCwlFakvXFxccHT05OKigqgMVJsU5r69XYXHCXUNl0AbGoSDnqXxuaE2vPnz1NZWYlabR4nQNBzaJVQ+9xzz/Hwww+zZs0a4uPjzXxqLYVKFwgEAoHzcTGel5z5HjJ26QU9gIZKeO1yKqC4GyH6akj7Tp+y5dT/IPcgxN0E170ILpcFJ4Wr/mMJnQ4OfwD/W6zf/uQ2uHMn9BljX2e1Gji7E9DBR/NM9/34jP7TlD5/gGnPwqnNgAyueVRf7u4Hd3wDqy+bDD8Tan4swMuD4fELyDz8+df8xjysc0aEc8Pru5l/RRSHMstIu5wX1ligNebJb05aFGonPNfoV1xgIaXOZ8qnTQtSvwbgH7eM5B+3jLTc52bYs+yP1nd+93jjQsGmG833C/ciQRehvfN/GpsnDxkyBKVSSWlpKZWVlWZCrZeXF9XV1WZ5YLsaoaGhDlsYaEpNTQ2nTjWmZYuJicHdXf9eUSqVNs2/jcnIyDCJ2mzJrFzQM2iVUDt9+nQApkyZYlJuWMkRN5RAIBB0ToKqjdLxGJvsNuXEF/oP6IVfqfxz/ccWt2yCz/8CGguTkncuvzcePQdeFtJE1FfBB9dDRa6pJtUe/l4Arh7675FjzfdbSktjiWOfwhV3mxQlRAWYaDst+bk25aY3dvPp3eNJyb5EsLcbkQGt1OIUnIDA/vprS/sO9r0Jc16Fugo4+wNUFUGvWBjwR/AKBRc3Tq6axt+/Os49kwbQ28/Detv73rS+b+LjreuvQOAAAgICbAZvksvleHp6tjgVzNChQ02EKwPG/rkGLWVgYCCBgYFmdQcNGkRNTQ3e3t4tOndnw9r8vaGhQRI4W4tarSY3N5fAwEB8fHzMxtx47IwF2uLiYvr27WvSFzc3N2pqavDw8DALTttd/Z0FzdMqofann35q734IuigHQv7EH5zdCYFA0HY8AvSmxx/MhbLLUYi9QqHaaNXexR3UdqQC+vR28zKZAnRGE6YXjfLAhg0H714w/1N4vi9obZiQLc/Ta4C3PQ5HNjaWr7Qzp+2Cr+HDuY3bvUfAXb+ApqFRe/vdY1ByDq57AXIP6YXHAZNNmtnyf1fx3Hen+e1sMb18lexeOoWyqlpe+/wHNqTrheeDF8oYsLwxuFT/YMspNGbG92bf8dP0llkJ0PLmBP3fkCFw8bT++z9txLT46w68Isfyyq0J1uuA/hqtERANEx60fbxA0IH079+f1NRUm+5vQ4YMoaCgwCxNjC2a5mq1RHO+mgqFolkT2a7ApUuXLJa3h1lvTk4OJSUlFBcXm2nVm/sf1NbWkpqaKm3LZDKrsQu02vYP2CfoGrRKqJ04cWJ796NZysrKWLx4MZs3bwZgzpw5rF+/Hn9/f6vHJCUl8f7775uUXXHFFSbhrOvr63nkkUf4+OOPqa2tZcqUKbz++uv06dOnaXMCS8halepYIBB0Nh49p9dkPpBivk+nazRDLTmn12QWp0NwDLh5gk6rF0T3/dtUCDawaBsEDYSXY0wFWwMFx/R/VzfRgMTM1PvOlpyB0vN6IcvQj+v/BYlr4GKaZa2sNQZM1gu2v62DEfP1ZtYymd63eOY62Ho5z97+t/QfA8GD4b790vnjIvzYeOcVJk37ebgyMtB6kKjzxdXS98znZqLWaDl7sYrBoT7Iz0y2epyEQaBtjv9MhccywLPJeNaUwguXc87e8BZ8dbf5sQYeOGrfuQSCDsTT09OmUCuTyQgLCzMTagcOHCiliWlKcwKVrXlmdyM0NNQsxQ60Twqj6urG519T0+Lm5txN/3e2gvHZa7Ys6H60SqhtLi/RNddc06rO2GL+/Pnk5OSwbds2AO666y4WLFjA//73P5vHTZ8+nffee0/abvrDfPDBB/nf//7HJ598QlBQEA8//DCzZs3i0KFDFh3WBU0QQq1A0PV5sti2aa6xX2XQAJi83HK9ax7Vp8lZEwbu/rD0gun+FZfNxE5tsazNNeARAA+ng8vl53WvWCv1/CHqCsv7bDFgspnmFYAxf9Gb4xanm+8rTodV/o3bd/4IfUY3bqvqQCdDJoM7xkXxwd4sq6d/Zm4cAC4KOUPCHBSD4oV++kBgFblQmqEf03eMfGttCbQCQSfFHq2qpYBGtrSoTePC2NNed8XavLclEd2tUVdn3conJMQ0TZzBR9lAS0yKhQtkz6VVQu2kSZPMyox/9O19Q506dYpt27axd+9errhCP4F5++23GT9+PGlpacTExFg9VqlUWg3LXl5ezn/+8x8+/PBDrr32WgA2btxIZGQkP/zwA9OmTWvX6+iWyITgLxB0JXL8r6DPpX36jYX/g8hx1gM9tQZXj+ZNgYfOaqzTUKPXwlbkwZntEDUO4m9qv/60BJkM7j8A1cWm5tGWeOePsDxfr6muLICXY3AFFCPe5slZQ1g+MxaNVsewFXp/5OtHhhPg6cbtV0SZRi+uLYOv7rF+nqVZ8JyNqNAGYq6DvCOmfsj/HAFVBc0f25TBM1p+jEDQAbRGwPT09LQpDDfXpjBn1afWUavVREREdIjCZ8CAARw/frxFwnSfPn3IzMwUQm0PplVCbVNHfZVKxZEjR3jyySdZs6Zpkru2s2fPHvz8/CSBFmDcuHH4+fmxe/dum0Ltzz//TGhoKP7+/kycOJE1a9YQGqr3mzp06BAqlYrExESpfnh4OHFxcezevduqUFtfX29i3mCIuqZWq1GpVG261rZiOL8j+2E8/dXJ5E6/5o6kI8a3JyPG17GoVCoO9buPwClf4Kq8HPRDBzhzvGWuEBSj//S7rD119v/fzQ+WF6H4dL4+FVDQQOTHPjav92xv1Ld9jsvHjUL4rKPJcDQZ2cx/ohh5O2eeTjQ9pr4SVXEG8gP/Bo8AFD/bfmeqFJ40XXLQho9Gc/OHegG2dxPf2uJ0XN+6Uv/dikCrHZiI/Ox2tP0mgdwFza2f4LpGH7RLdd9h8I9y/v/AAuL54Hg6+xir1WqL/p3BwcEmfTauExISgkqlksqaBpwy3mcJlUrVbuPRVcc3Ozsb0GtMjYM2tbRtS/Tp08fieCiVSqqqquxq22CFqVar0Wq1nWJ8RXqhjkemaw+bgsvs2rWLhx56iEOHDrVXkwA8++yzbNiwgfR0U5OwwYMHs2jRIpYtW2bxuE8//RRvb2/69u1LRkYGTz75JGq1mkOHDqFUKvnoo49YtGiRmf19YmIi/fr146233rLY7sqVK1m1apVZ+TvvvENwsIVont2M6480Rkzd5jGL+iHzbNQWCASCrk9Q5SmuOruWQp/h+NVewF3dfGCqbxI+MCu77uhduGptB9v6OWY1Y8//k1PhN5MTeCUeDcUknlwi7d888j10NqxkZDoNc1IWmZVXKXuxc+jz1t1GjH2nBYJOSEVFhUnKGV9fXzw9Pc2iDhv7YIaGhuLr6yuVeXt7S8KSXC6nf//+Vv1tQW8Kay0vbXfj0qVLFBcXW93v4eFBREREs+1oNBrkcrmkBS8vLzeJJm3MwIGW86Ln5uaa+U8HBQVJWVaMFyYGDBiAWq2mtrYWV1dXPDxsRHzvIIqLi7nzzjvJzs4WcXo6iFZpaq0REhJCWlqa3fWtCYfGHDhwALBsHtJcMuhbbrlF+h4XF8eYMWPo27cvW7du5U9/+pPV45prd9myZSxZ0jjByM3NJTY2lilTptj1Y3ckKpWKHTt2MHXq1Gb9RFrNkcavAYFBjLruOsecpxPSIePbgxHj61jE+LaF61DxMFLopTXNL2DObvgazdx/w6ULoPQFd39cj9gWaHUhQ5hw073AvQwHhl8uV119JfK0rWjH3c8Me1ITpTR+1UaOQ3PHFpRAV35ai/vX8XSFMc7JyZEE21GjRlmsc/hwY/7o0NBQ+vTpw7FjxyQTWl9fX/Ly8ggPD8fDw8OkflOUSiXDhg1rl7539vFVqVQcP37cZh1rY26grq6O1NRUZDIZCQn6COyHDx+2alVprb3q6mozmWLw4MHSAobx/8zQRmca39zcXKeevyfSKqH22LFjJts6nY78/Hyee+45RoywkWagCffffz+33nqrzTrR0dEcO3aMwsJCs30XL16kV69edp+vd+/e9O3blzNnzgAQFhZGQ0MDZWVlBAQESPWKioq48sorrbajVCpNwpFXVFQA4OLi4vQfkQFXV9cO6YtM3nmuuSPpqPHtqYjxdSxifNuBRdvg6781pj96oghVRRGpX73EiOwNAMhPfon85JeNx4yykhe490jITwFANu8Dy/+bsKEQNpTWeLPJk7YiV7TrGrZTEfev4+nMY9yvXz8iIyNRKBRWFRAuLo33e69evXB1dWXIkCFcunSJ3r17I5fL8fX1tVi/KRqNpt3HorOOr6urK3/4wx/Iycmxqlltrt/Hjh2TxtNQ19r49unTx2p7/v7+ZscZz9WN9zVtozOMr617SuAYWjXiI0eOtJgjaty4cbz77rt2txMcHGyXue748eMpLy9n//79jB2rT92wb98+ysvLbQqfTSkpKSE7O1syIxk9ejSurq7s2LGDefP0JrT5+fmcOHGCF154we52ezK7M8poQTINgUAg6B70HW+e/sgnjMygSZJQa8ZhI3PkJ4tBXQ9nf4BBU+HZcH25up3SUawsh0vZ+vy/3UigFQigeYEhPDxcSuvj6ekJ6M2Ivbws54o2YIi5Ymzi3NMwNhtuSktz8RYUFFgN1hocHCyNtzX8/f2l3LnGAq0xTSMnC3ourXrTZWRkmGzL5XJCQkJwd3dvl041ZejQoUyfPp3k5GTJz/Wuu+5i1qxZJuYMQ4YMYe3atdxwww1UVVWxcuVKbrzxRnr37k1mZibLly8nODiYG264AQA/Pz/++te/8vDDDxMUFERgYCCPPPII8fHxUjRkgW00OpHSRyAQCCRkcrQjbkd+dJP1OhOX6iNOK1xh2Fx92Zi/6iNA94prv774R7ZfWwJBFyIsLIyampoWC2EajYbo6GgTobZ///7t3b1Oj7UATRqNBq1Wi1qttit3bW5urlWh1p6AU/369SMjI4OGhgb69evXbH1Bz6ZVQm1rI5+1hU2bNrF48WIpUvGcOXN47bXXTOqkpaVRXq4P3qFQKDh+/DgffPCBZG4yefJkPv30U5OH3D/+8Q9cXFyYN28etbW1TJkyhQ0bNogctXailDk/wpxAIBB0JjSz/ol8xlqoLIR//UFf6NMb3Lxh+lq9ZrYps9Z1bCcFgm6MTCZjwIBm0nJZoKSkhOjoaJMyaxrC7kxNTY3V8iNH9IFVhg0b5jBllgG5XG71/xgYGEhpaWmz2l5Bz6FFQu2PP/7I/fffz969e018EQDJFPjNN9/k6quvbtdOgv7m3bhxo806xubQHh4efP/998226+7uzvr161m/fn2b+9gTud/lG2d3QSAQCDof7n76T3M5ewUCQaehaT7buLh2tJzoZmRmZjJkyBCTMmsJVby8vKiurm7X8/fr14++ffvazEEs6Fm06E545ZVXSE5ONhNoQW/Ke/fdd7NunVhtFggEAoFAIBB0LaKiogB97Jj4+HiToKA9CXsyedTX15vlg7Uk1Obl5bW7QGtACLQCY1p0Nxw9epTp06db3Z+YmNjuOWoFAoFAIBAIBAJHMXz4cAYOHEhQUBCgd2Gzx2e0uxIWFkZkZKRNd0O1Ws2xY8fQarVSmSWhNj8/X/puCA7r7PSXgu5Ji8yPCwsLbYbIdnFxsRoCXCAQCAQCgUAg6Gy4urri5+fn7G50Kgy+qhcuXLBZr6GhAXd3d3Q6nYmAawk/Pz8iIyOFhlXgEFok1EZERHD8+HEGDhxocf+xY8ekdDmCnoEqYCCdL9OaQCAQCAQCgaAjUKvVHD16tNl6MplMCLQCh9GiO+u6667jqaeeoq6uzmxfbW0tK1asYNasWe3WOUHnp67PVc7ugkAgEAgEAoHACZSUlJCVlWVXXSHQWmfXrl3Mnj2b8PBwZDIZX3/9tcn+L7/8kmnTphEcHIxMJiMlJcWsjbvvvpsBAwbg4eFBSEgI119/PadPnzapU1ZWxoIFC/Dz88PPz48FCxZIuYANZGVlMXv2bLy8vAgODmbx4sU0NDSY1Dl+/DgTJ07Ew8ODiIgIVq9ebTVQWEfRorvriSeeoLS0lMGDB/PCCy/wzTffsHnzZp5//nliYmIoLS3l73//u6P6KuiEVA1PcnYXBAKBQCAQCAQOwFqeWQMFBQV2CzOWlGICPdXV1YwYMcIsXanx/gkTJvDcc89ZbWP06NG89957nDp1iu+//x6dTkdiYiIajUaqM3/+fFJSUti2bRvbtm0jJSWFBQsWSPs1Gg0zZ86kurqa3377jU8++YQvvviChx9+WKpTUVHB1KlTCQ8P58CBA6xfv56XXnrJ6cGCW2R+3KtXL3bv3s3f/vY3li1bJt3EMpmMadOm8frrr9OrVy+HdFTQSZG3KtWxQCAQCAQCgaCTEx4ezqVLl9pFIFUoFO3Qo+7JjBkzmDFjhtX9BsEzMzPTap277rpL+h4dHc0zzzzDiBEjyMzMZMCAAZw6dYpt27axd+9errjiCgDefvttxo8fT1paGjExMWzfvp3U1FSys7MJDw8H4OWXXyYpKYk1a9bg6+vLpk2bqKurY8OGDSiVSuLi4khPT2fdunUsWbIEmUzWDiPSclpsB9C3b1++/fZbiouL2bdvH3v37qW4uJhvv/3WLGG1oPtjOySAQCAQCAQCgaCrIpPJGDZsmE3T4abmq9bw9vZup151HSorK6moqJA+9fX1HXLe6upq3nvvPfr160dkZCQAe/bswc/PTxJoAcaNG4efnx+7d++W6sTFxUkCLcC0adOor6+XMtzs2bOHiRMnmqS8mjZtGnl5eTaFbkfTauP2gIAA/vCHPzB27FgCAgLas0+CLoS29beQQCAQCAQCgaALEB8f3+Y2emKapNjYWMl/1c/Pj7Vr1zr0fK+//jre3t54e3uzbds2duzYIY17QUGBFNXamNDQUAoKCqQ6Ta1uAwICcHNzs1nHsG2o4wyERCJoE82FbxcIBAKBQCAQdG1cXFwYPXq0MCFuIampqZSXl0ufZcuWOfR8t99+O0eOHOGXX35h0KBBzJs3z8R03JJpsE6nMylvTR1jl1RnIYRaQdvQCaFWIBAIBAKBoCdgLa2nMf7+/o7vSBfBx8cHX19f6WNssusI/Pz8GDRoENdccw2ff/45p0+f5quvvgL0Qb8KCwvNjrl48aKkaQ0LCzPTtpaVlaFSqWzWKSoqAnBqbCUh1ArahFbr3PDdAoFAIBAIBIKOoSf6xXZldDqd5Mc7fvx4ysvL2b9/v7R/3759lJeXc+WVV0p1Tpw4QX5+vlRn+/btKJVKRo8eLdXZtWuXSZqf7du3Ex4e7tT4SkKoFbQJN2GFIhAIBAKBQCC4TEBAAH5+fs7uRpeiqqqKlJQUKf9sRkYGKSkpUg7g0tJSUlJSSE1NBSAtLY2UlBRJY3r+/HnWrl3LoUOHyMrKYs+ePcybNw8PDw+uu+46AIYOHcr06dNJTk5m79697N27l+TkZGbNmkVMTAwAiYmJxMbGsmDBAo4cOcLOnTt55JFHSE5OxtfXF9CnBVIqlSQlJXHixAm++uornn32WadGPgYh1AraSISfY80oBAKBQCAQCARdB09PTxPhJiIigsGDBzuxR52fgwcPkpCQQEJCAgBLliwhISGBp556CoDNmzeTkJDAzJkzAbj11ltJSEjgzTffBMDd3Z1ff/2V6667joEDBzJv3jy8vLzYvXu3SXCoTZs2ER8fT2JiIomJiQwfPpwPP/xQ2q9QKNi6dSvu7u5MmDCBefPmMXfuXF566SWpjp+fHzt27CAnJ4cxY8Zw7733smTJEpYsWeLwcbKFSDIqaBtaTfN1BAKBQCAQCATdipCQEC5evGhW3lRbFxYW1lFd6rJMmjRJCrZkiaSkJJKSkqzuDw8P59tvv232PIGBgWzcuNFmnaioKLZs2WKzTnx8PLt27Wr2fB2J0NQK2kZgP2f3QCAQCAQCgUDQwVgTwkRmDIEzEEKtoG24eTm7BwKBQCAQCASCDsaa8KpUKnF1de3g3gh6OsL8WCAQCAQCgUAgELQIDw8Pi+UymYzw8HBUKhVBQUEd3CtBT0UItQKBQCAQCAQCgaDdcHFxYcCAAc7uhqAHIcyPBQKBQCAQCAQCQYuwpakVCDoaoakVCAQCgUAgEAgEdhEbG0ttba3FXLSGfKcCQUcjhFqBQCAQCAQCgUBgFx4eHha1tP7+/nh7ezuhRwJBFzI/LisrY8GCBfj5+eHn58eCBQu4dOmSzWNkMpnFz4svvijVmTRpktn+W2+91cFXIxAIBAKBQCAQdB9qa2ud3QVBD6bLCLXz588nJSWFbdu2sW3bNlJSUliwYIHNY/Lz800+7777LjKZjBtvvNGkXnJyskm9t956y5GX0uVJQZiWCAQCgUAgEAgaqa+vd3YXBD2YLmF+fOrUKbZt28bevXu54oorAHj77bcZP348aWlpVu33w8LCTLa/+eYbJk+eTP/+/U3KPT09zeoKrJOuDmOkS5qzuyEQCAQCgUAgEAgEXUOo3bNnD35+fpJACzBu3Dj8/PzYvXu3XU7phYWFbN26lffff99s36ZNm9i4cSO9evVixowZrFixAh8fH6tt1dfXm6xGVVZWAqBWq1GpVC25tHbHcH5H9mOE/JzZ+XoKHTG+PRkxvo5FjK9jEePrWMT4Oh4xxo6lO46vWq2WvgcFBTn12jrT+BqPi6Bj6BJCbUFBAaGhoWbloaGhFBQU2NXG+++/j4+PD3/6059Mym+//Xb69etHWFgYJ06cYNmyZRw9epQdO3ZYbWvt2rWsWrXKrHznzp0EBwfb1R9HY6v/beV6eY70/dtvv3XYeTozjhxfgRhfRyPG17GI8XUsYnwdjxhjx9Kdxvfs2bPS9+DgYE6ePOnE3ujpDONbXFzs7C70OJwq1K5cudKicGjMgQMHAMs5r3Q6nd25sN59911uv/123N3dTcqTk5Ol73FxcQwaNIgxY8Zw+PBhRo0aZbGtZcuWsWTJEmk7NzeX2NhYpkyZQkREhF39cRQqlYodO3YwdepUXF1dHXOSI41fr7vuOseco5PSIePbgxHj61jE+DoWMb6ORYyv4xFj7Fi64/gePnxY+h4ZGUlISIjT+tKZxjc3N9ep5++JOFWovf/++5uNNBwdHc2xY8coLCw023fx4kV69erV7Hl+/fVX0tLS+PTTT5utO2rUKFxdXTlz5oxVoVapVKJUKqXtiooKAFxcXJz+IzLg6urquL5MeBB+f0U6T0/EoeMrEOPrYMT4OhYxvo5FjK/jEWPsWLrT+Lq4NIoSHh4eneK6OsP4Go+LoGNw6ogHBwfbZa47fvx4ysvL2b9/P2PHjgVg3759lJeXc+WVVzZ7/H/+8x9Gjx7NiBEjmq178uRJVCoVvXv3bv4CeirXPALF6TDsBmf3RCAQCAQCgUDgJGJiYsjMzMTLywt/f39nd0fQg+kSKX2GDh3K9OnTSU5OZu/evezdu5fk5GRmzZplEiRqyJAhfPXVVybHVlRU8N///pc777zTrN1z586xevVqDh48SGZmJt9++y0333wzCQkJTJgwweHX1WVR+sBtH8Pwec7uiUAgEAgEAoHASXh7exMXF0e/fv3sdgkUCBxBlxBqQR+hOD4+nsTERBITExk+fDgffvihSZ20tDTKy8tNyj755BN0Oh233XabWZtubm7s3LmTadOmERMTw+LFi0lMTOSHH35AoVA49HoEAoFAIBAIBAKBQNB2uozBd2BgIBs3brRZR6fTmZXddddd3HXXXRbrR0ZG8ssvv7RL/wQCgUAgEAgEAoFA0PF0GU2tQCAQCAQCgUAgEAgETRFCrUAgEAgEAoFAIBAIuixCqBUIBAKBQCAQCAQCJ7Fr1y5mz55NeHg4MpmMr7/+2mT/l19+ybRp0wgODkYmk5GSkmKyv7S0lP/7v/8jJiYGT09PoqKiWLx4sVmsoejoaGQymcln6dKlJnWysrKYPXs2Xl5eBAcHs3jxYhoaGkzqHD9+nIkTJ+Lh4UFERASrV6+26AbakXQZn1qBQCAQCAQCgUAg6G5UV1czYsQIFi1axI033mhx/4QJE7j55ptJTk4225+Xl0deXh4vvfQSsbGxXLhwgXvuuYe8vDw+//xzk7qrV682acPb21v6rtFomDlzJiEhIfz222+UlJSwcOFCdDod69evB/SZZaZOncrkyZM5cOAA6enpJCUl4eXlxcMPP9xeQ9JihFArEAgEAoFAIBAIBE5ixowZzJgxw+r+BQsWAJCZmWlxf1xcHF988YW0PWDAANasWcOf//xn1Go1Li6NIp+Pjw9hYWEW29m+fTupqalkZ2cTHh4OwMsvv0xSUhJr1qzB19eXTZs2UVdXx4YNG1AqlcTFxZGens66detYsmSJ01I7CaG2HTCo5A8fPkx+fr5T+6JWq0lPTyc0NNTkBha0D2J8HYsYX8cixtexiPF1LGJ8HY8YY8cixtexdKbxNcgDJSUl+Pr6SuVKpRKlUtkhfSgvL8fX19dsLJ5//nmefvppIiMjufnmm3n00Udxc3MDYM+ePcTFxUkCLcC0adOor6/n0KFDTJ48mT179jBx4kST65g2bRrLli0jMzOTfv36dcj1NUX8otqBXbt2AXD99dc7uScCgUAgEAgEAoGgMzBy5EiT7RUrVrBy5UqHn7ekpISnn36au+++26T8gQceYNSoUQQEBLB//36WLVtGRkYG77zzDgAFBQX06tXL5JiAgADc3NwoKCiQ6kRHR5vUMRxTUFAghNquzMSJEwHYuXMnvXv3dmpf1Go1v/zyCxMnTnT6KlV3RIyvYxHj61jE+DoWMb6ORYyv4xFj7FjE+DqWzjS++fn5TJkyhZSUFBMhryO0tBUVFcycOZPY2FhWrFhhsu+hhx6Svg8fPpyAgABuuukmnn/+eYKCggAsmg/rdDqT8qZ1DEGinGV6DEKobRdcXV0BGDx4MH369HFqX1QqFefPn2fIkCFSvwTthxhfxyLG17GI8XUsYnwdixhfxyPG2LGI8XUsnWl8fXx8AAgKCjIxP3Y0lZWVTJ8+HW9vb7766qtmx2HcuHEAnD17lqCgIMLCwti3b59JnbKyMlQqlaSNDQsLk7S2BoqKigDMtLwdiUjpIxAIBAKBQCAQCARdmIqKChITE3Fzc2Pz5s24u7s3e8yRI0cAJEvT8ePHc+LECZMYQdu3b0epVDJ69Gipzq5du0zS/Gzfvp3w8HAzs+SORGhqBQKBQCAQCAQCgcBJVFVVcfbsWWk7IyODlJQUAgMDiYqKorS0lKysLPLy8gBIS0sD9FrTsLAwKisrSUxMpKamho0bN1JRUUFFRQUAISEhKBQK9uzZw969e5k8eTJ+fn4cOHCAhx56iDlz5hAVFQVAYmIisbGxLFiwgBdffJHS0lIeeeQRkpOTJY3z/PnzWbVqFUlJSSxfvpwzZ87w7LPP8tRTTwnzY4FAIBAIBAKBQCDoiRw8eJDJkydL20uWLAFg4cKFbNiwgc2bN7No0SJp/6233go0Bp46dOiQZDY8cOBAk7YzMjKIjo5GqVTy6aefsmrVKurr6+nbty/Jyck89thjUl2FQsHWrVu59957mTBhAh4eHsyfP5+XXnpJquPn58eOHTu47777GDNmDAEBASxZskTqs7MQQq1AIBAInI5Go0GlUjm7G21CpVLh4uJCXV0dGo3G2d1pM25ubsjlwktJIBAIHM2kSZOkYEuWSEpKIikpqdXHA4waNYq9e/c225eoqCi2bNlis058fLyU/aWzIIRagUAgEDgNnU5HQUEBly5dcnZX2oxOpyMsLIzs7GynmmC1F3K5nH79+kn5CwUCgUDgGHbt2sWLL77IoUOHyM/P56uvvmLu3LnS/i+//JK33nqLQ4cOUVJSwpEjR8zSBYE+z+zf//539u3bh6urKyNHjuS7777Dw8MD0Ad9Wrx4MZs3bwZgzpw5rF+/Hn9/f6mNrKws7rvvPn788UcTTa3xu+D48ePcf//97N+/n8DAQO6++26efPJJYX4sEAgEgp6JQaANDQ3F09OzSwuDWq2WqqoqvL29u7yGU6vVkpeXR35+PlFRUV36/yIQCASdnerqakaMGMGiRYu48cYbLe6fMGECN998M8nJyRbb2LNnD9OnT2fZsmWsX78eNzc3jh49avI+mj9/Pjk5OWzbtg2Au+66iwULFvC///0P0FtNzZw5k5CQEH777TdKSkpYuHAhOp2O9evXA/qAVFOnTmXy5MkcOHCA9PR0kpKS8PLy4uGHH27vobEbIdQKBA5EpVKh0+mEpkMgsIBGo5EEWkN+vK6MVquloaEBd3f3Li/Ugj64SF5eHmq12mpaiPzyWjxdXfDzFOlJBAKBoLXMmDGDGTNmWN2/YMECADIzM63Weeihh1i8eDFLly6VygYNGiR9P3XqFNu2bWPv3r1cccUVAG+NxnAAAPHbSURBVLz99tuMHz+etLQ0YmJi2L59O6mpqWRnZxMeHg7Ayy+/TFJSEmvWrMHX15dNmzZRV1fHhg0bUCqVxMXFkZ6ezrp161iyZInTFkG7/ltX0OF8cSiH6KVb2X6yoPnKPRidTsexY8c4fvw4JSUlnDlzhqqqKmd3SyDoNBh8aD09PZ3cE4ElDItx1vyDS6sbGL/2R0as3t6R3RIIBIIuQ2VlpRSJuKKigvr6eoecp6ioiH379hEaGsqVV15Jr169mDhxIr/99ptUZ8+ePfj5+UkCLejz1Pr5+bF7926pTlxcnCTQAkybNo36+noOHTok1Zk4cSJKpdKkTl5enk2h29EIoVbQYh7+71EA7vrwkJN70rkxDnqTmZlJRUUFaWlp3SKAjEDQngjT1s5Jc/+X0wUVHdQTgUAg6JrExsbi5+cnfdauXeuQ85w/fx6AlStXkpyczLZt2xg1ahRTpkzhzJkzgN7dJzQ01OzY0NBQCgoKpDq9evUy2R8QEICbm5vNOoZtQx1nIMyPBQL0WtVLly7h7e2Nq6srlZWVVFZW0rt371ZPuMvKyiyW5+XlERkZ2ZbuCgQCQbNUV1fj7u6OQqFwdlcEAoGgR5KamkpERIS0bazdbE+0Wi0Ad999t5T6JyEhgZ07d/Luu+9KwrSlOa1OpzMpb00dQ+RlEShKIHAyp0+fpqamBtCHPE9PTwfA3d2dgIAASktL8fLyQqVSoVKppIeHLUpKSiyWFxUV4evri5+fX/tdgEAgEBiRlpYmuTuMHj3ayb0RCASCnomPjw++vr4OP0/v3r0BvWbYmKFDh5KVlQVAWFgYhYWFZsdevHhR0rSGhYVJ+W4NlJWVoVKpTOo01cgWFRUBmGlwOxJhfiwQgCTQgj6qm4Ha2loOHz5MZmYmJ0+eJDU1lQsXLpCWlmazPZ1OR21trdX92dnZbe+0QCDodmRmZiKTyUhJSbFZb9KkSTz44INW9xv776vV6nbqnUAgEAg6I9HR0YSHh5vNT9PT0+nbty8A48ePp7y8nP3790v79+3bR3l5OVdeeaVU58SJE+Tn50t1tm/fjlKplBZIx48fz65du2hoaDCpEx4eTnR0tKMusVmEUCsQNMHglwDWfQNsCaxgOzod4LBAAQKBoGNISkpCJpMhk8lwdXWlf//+PProo1RXV7ep3cjISPLz84mLiwPg559/RiaTmeXx/fLLL3n66aftalMsogkEAkHnpqqqipSUFGlBMyMjg5SUFEnLWlpaSkpKCqmpqYDeGiclJUWap8pkMh599FFeffVVPv/8c86ePcuTTz7J6dOn+etf/wrotbbTp08nOTmZvXv3snfvXpKTk5k1axYxMTEAJCYmEhsby4IFCzhy5Ag7d+7kkUceITk5WdI4z58/H6VSSVJSEidOnOCrr77i2WefdWrkYxDmxwKBSUAnwC7TYjD3LzCmtLTUrGzEiBEcPXq05R0UCASdkunTp/Pee++hUqn49ddfufPOOykrK+Odd95pdZsKhYKwsLBm6wUGBtrdZl1dXav7IxAIBALHc/DgQSZPnixtL1myBICFCxeyYcMGNm/eLPnKAtx6660ArFixgpUrVwLw4IMPUldXx0MPPURpaSkjRoxgx44dDBgwQDpu06ZNLF68mMTERADmzJnDa6+9Ju1XKBRs3bqVe++9lwkTJuDh4cH8+fN56aWXpDp+fn7s2LGD++67jzFjxhAQEMCSJUukPjsLoakV9HjsFWKbUl5ebrHc2BzDGBcX0zWk06dPo9PpupRpoE6no6amRgoIIBC0NzqdjpoGtVM+Lb2vlUolYWFhREZGMn/+fObPn8+3335LfX09ixcvJjQ0FHd3d6666ioOHDggHVdWVsbtt99OSEgIHh4eDBo0iPfeew8wNT/OzMyUJjkBAQHIZDKSkpIAc/PjsrIy7rjjDgICAvD09OT//u//pBV+T09PNmzYgL+/P99//z1Dhw7F29ub6dOnm5iYtRQ3ReMUok4loroLBAJBa5k0aRI6nc7ss2HDBkBvHWRpv0GgNbB06VKys7Oprq5m9+7dXHXVVSb7AwMD2bhxo5RiaOPGjfj7+5vUiYqKYsuWLdTU1FBSUsL69evNAlzFx8eza9cu6urqyM/PZ8WKFU7PZCA0tT0clUpFWVkZwcHByOU9c43DnhQ7o0aNMvNxk8vl1NfX4+bmZvJDNgSZAv1k0thfV6FQSOerrq7m9OnT1NbWEh8fj6uraxuvxPFkZWVRXFyMl5cXQ4YMcXZ3BN2QWpWG2Ke+d8q5U1dPw9Ot9a9FDw8PVCoVjz/+OF988QXvv/8+ffv25YUXXmDatGmcPXuWwMBAnnzySVJTU/nuu+8IDg7m7NmzFl0aIiMj+eKLL7jxxhs5efIk7u7uBAUFWTx3UlISZ86cYfPmzfj6+vK3v/2NxYsX8/nnn1NcXExtbS01NTW89NJLfPjhh8jlcv785z/zyCOPsGnTplZdb4CXm/S9ul6Nu6uIsiwQCAQC59AzpRiBxLFjx8jOzpZs9Hsi9vi3ymQyYmNjTQTPsrIyTpw4weHDh020rcbt9enTx6SdplHpDFrPixcvtrb7HUpxcTFAm/0GBYLuxv79+/n444+5+uqrefPNN3nxxReZMWMGsbGxvP3223h4ePCf//wH0C8OJSQkMGbMGKKjo7n22muZPXu2WZsKhUIyM7548SJlZWUW0/MYhNl33nmHq6++muHDh/P0009z8eJFfv75ZwAKCwtRqVS8+eabjBkzhlGjRnH//fezc+fOVl+z3GgxT6MV1hsCgUAgcB5CU9uDMZimQc8OXGQcGMoWSqWS+Ph49u7dCzQKeABHjx5l9OjRZqbEXl5eDBw4UDI9dnNzwxKVlZXk5eVRUlJCv3798Pb2bs2lOBTjaKoCgaPwcFWQunqa087dErZs2YK3tzdqtRqVSsWcOXO48847+eabb5gwYYJUz9XVlbFjx3Lq1CkA/va3v3HjjTdy+PBhEhMTmTt3rhR50hoG0+i0tDSGDx9OXV0dhYWFaDQaTp06hYuLC1dccQWgf577+/vTt29fMjIypDbc3d1NIlP27t1bSsPQGozNtdVCqBUIBAKBExFCbQ+lvLzcTDtoK/BRTyQoKMhirllrfndqtdrMP1cul5vlozU2QTZQVVUlCY1FRUWdTqjV6XTNpjESCNoDmUzWJhPgjmTy5Mm88cYbuLq6Eh4ejkKh4PfffwcsJ6Y3lM2YMYMLFy6wdetWfvjhB6ZMmcJ9991nEojDlq/9yZMnpQB3586dM3smGaIdN32mu7i4kJ+fL1mQyGSydvOPF5pagUAgEDgTYX7cQzl79qxZWU9N++Dp6QlAcHCwiSN879696du3r5nJsDXBv7y8nNzcXGm7qVO9gfj4eLNzG9PawFWOxJJ5tD2+yAJBd8ZgidG3b1/JNaF///64ubnx22+/SfVUKhUHDx5k6NChUllISAhJSUls3LiRV155hX//+9/odDrp2Zyenk5OTo5k3WH8ezP+XllZSWxsLGq1mn379lFVVUVFRQWXLl0iKyvLLGdgZWVlu12/sRir0nS+55ZAIBAIeg5dYzlc0K5Yy7F68eJFKVpnT8EQzRfA39+f0NBQyb9YLpcTHBxsdoy1gE4FBQUmqTMMya6bolAopATWarXaLM1PZxMWGxoaLC54pKSkEBcXZ1V4Fwh6Il5eXtxzzz08+uijBAYGEhUVxQsvvEBNTY2UK/Cpp55i9OjRDBs2jPr6erZs2cLQoUO5dOmSyfO5sLBQeo789ttvTJgwAaVSabIY5uXlxaBBg7j++utJTk5myZIleHp6sn79esLCwpg0aZJZ/xxBbQuiH5eXl6NWq60GvRIIBAKBoKUITW03Ra1Wc+jQIYvCiK2gUMaRe3sCxiZ+Xl5eJlpYSwFZwHqQpKa5IH18fJo9f9M0P2A9JZAz0Gq1HD9+3Op+S+bZAkFPZ+3atdx4440sWLCAUaNGcfbsWb7//nsCAgIAvW/9smXLGD58ONdccw0KhYJPPvnEYlsRERHcc889rF+/nqlTp/LCCy+Y7K+urubQoUOsW7eOwYMH8+CDD7Jo0SJ0Oh3bt283e8a0Z1A6Y8vlrJIa6xWbcPbsWTIzM6mvr6eoqIhDhw4J9waBQCAQtIker6lVq9WsXLmSTZs2UVBQQO/evUlKSuKJJ57o0ilujh07houLC0VFRfj7++Pl5WXX9Rj8tLobOp2O1NRUvLy8TMzxSktLpe8uLi64uLgQGhqKQqGwOl5NNalKpdIs0FZTk2VbDBw40MQcvDMJtU0nwD4+Pibmi/n5+YSHh3d0twQCp2PIHWgJd3d3Xn31VV599VWL+5944gmeeOIJs/KLFy8SHh7OwYMHTcrvvPNO7rzzTpOyf//73ybbZWVlZu0OHjyYQ4cOATB79myzCMtz585tN59ae+MxGJ/vxIkT0ncRiE4gEAgEbaHHC7XPP/88b775Ju+//z7Dhg3j4MGDLFq0CD8/Px544AFnd69dSE9Px8PDo0WCVnfj4sWL1NXVUVdXR58+fSTtRU5OjlndyMhIm201FXYtRY728PCwu29+fn4MGDCA6upqCgoK7D6uI2h6bYGBge3qkycQCBrJz89vt7bi4uIslrfvYq1x9GP7fGptBcASCAQCgaC1dF1VZDuxZ88err/+embOnEl0dDQ33XQTiYmJZivlXQlL2lZrfrSWaEndroKxdtVgJtxa31VjX1l/f39CQkJM9g8fPrzFbfr7+5sIwvamGXI0xpraqKgogoKCzKI5dzYfYIGgq9KeAp81X3dfX992O4cx7RH92BAkr7KyUjxXBAKBQNAierym9qqrruLNN98kPT2dwYMHc/ToUX777TdeeeUVq8fU19ebaLAMmitDrkJnUlFRQXV1tcXJkaFvzU2csrOz6devn13nc/b12ktOTo40YTL8nw4fPizt7927t13XolKpUCgUxMbG4ubmJmk9tFotXl5e+Pv7S/Vaik6nk/43Fy9ebFZj7GhUKpXUn969e+Pv749arcbFxcXkHqqqqrIYxbkptbW1yGQym4HIDOPWVe6rrkZnG1+VSoVOp0Or1XbKqN8txWBaa7imluLq6mrmm3/gwIFW9cVw/qb9aMlYa7VadDqd9NxrSoOq8TlQ32Df+6+goMDqO6ihoYHS0lKys7ORyWQkJCQAUFNTQ2FhobSA2Fnu3+5IZ3tGdDfE+DqWzjS+wiql45Hp2suhpoui0+lYvnw5zz//vJQ/dM2aNSxbtszqMStXrmTVqlVm5e+8847FaLkdiaVUPQYGDhzYbB3QT6ysRe4FeGBP41rIP8d3/h9tXV2diZlxREQE7u7unDt3zqSsJSbDjkCr1ZpoaA3/L2dhPG7G46PRaMjLy5MWdsLCwprNq6vRaMjIyACcf12CzoOLiwthYWFERkZKqWt6MikpKe3STkhICBEREQDk5eVRVFREnz59yMnJwc/Pj8rKSrRaLSNHjrTZjiHyuTVBtKAG1h7Vvw9uG6BhXGjz0wlb75/o6Giys7MlLW2/fv1QKBRSLl6lUun0xT6BQCCwh+LiYu68806ys7Ol3OACx9LjNbWffvopGzdu5KOPPmLYsGGkpKTw4IMPEh4ezsKFCy0es2zZMpYsWSJt5+bmEhsby5QpU6SJhLPYv38/e/fuZdy4cWZRLxMSEpDJZCYaSksolUqGDRtmdf8De7ZL36+77rq2dbgDOHz4sElwqD59+uDt7U3v3r2lslGjRtnVlkqlYseOHUydOtVqap+2cOLECSlQlL19chQVFRXSBHT48OFm91N6ejpVVVVER0cTGBhos63q6mopuumQIUOsanYdPb49nc42vnV1dWRnZ+Pt7d0tUonpdDoqKyvx8fGxO3CSMe2VbmfIkCHS+X19fRkyZAjFxcV4eXnh6uoqLVDJ5XKbC1J1dXV4eHhwzTXXWPz/nCmsYu3R3QD4hA/gusTBzfbN1vsnNjbWJDq/wS84LCwM0Gs+iouLO8392x3pbM+I7oYYX8fSmcY3NzfXqefvifR4ofbRRx9l6dKl3HrrrQDEx8dz4cIF1q5da1WoVSqVJv5KFRUVgF7r4OwfkUHwMETyNUahUKBQKMzKw8LCTAIU+fn5SddhELCsaVGcfb3NYTCXNaagoIDBgweblLf0OlxdXR1y7ZGRkVy4cAHQ/w9bMzFuD0pKSsjMzJTGyJIWW6VS4eLiQn19fbNj4erqKrWVmZnJiBEjmq3f2e+trkxnGV+NRoNMJkMul3fpaPMGDGa9hmtqCeXl5e02BpZMhTUaDXK5nPr6euk8Z86cITY21qqVilwuRyaTWb1fXFwbn6E+7m523VOW0pgZSE9PN3suHz9+3OyYznD/5ubm4unpKaVpaopBs23rejsznWGMuzNifB1LZxjfrvrb78p0/VlEG6mpqTGbSCgUim7h3wWm2r6aGvM8gp6enmbXb0hzU1lZyfHjxzl+/LjV3KydHWsBl8rLy6Xv7aUdaQ+MtSbOijJ86dIlMjMzpW1rGjSDiaClvJfFxcWcPXtWqmP8exJ+JgKBOca/OXuwFAgqJCSE/v37W6xv6fkP+rzlrfU/M3ZecsT625kzZ9q/0Xbg/PnzFBQUcP78eWlRu7i4WBrjkpISjh49ytGjR7vsu1MgEAi6Gj1eqJ09ezZr1qxh69atZGZm8tVXX7Fu3TpuuOEGZ3etzbi6uppo+ixpAfr3728WmAT0ZnTp6enStvH3roQ1wdDgSu7m5saQIUM6skt2k5GR0eERQNVqtYmvMWDVPNGwGODj42O278KFC5SXl1NcXAx0jqANAkFnxp7FHmOLGUvhMKKioqxqDm3FDDh27JgdPbSNPcGPWyqkWno3dQbKysqk72fOnOHQoUNcuHCBU6dOUVtba7JAcfr0aSf0UCAQCHoePV6oXb9+PTfddBP33nsvQ4cO5ZFHHuHuu+/m6aefdnbXWoVxEJ5BgwaZ7KuurjaZCI0YMQKlUmlRK23Q1hrQarXdKtVPUVER0N45G9uO8aRVrVaTkpJCdna2ySTKkViagFkTSA2Rnt3c3CgoKKCsrAy1Ws2hQ4ekOgbz9aYTcOPturo6i7l+rdUXCLoqkyZN4sEHH2zVsb169TLJNW74bYF+AdNWHARHoTPKU2tPSh+DVrMtOPs91JwVlxBiBQKBwDl0rhm9E/Dx8eGVV17hwoUL1NbWcu7cOZ555pkuG4nT19eXyMhI+vfvb7YyL5PJTIQDgxbXkt9BVlaWWZk187WujLN8Vq1hScguKiri/PnzkiDuSCwJl9YEf4PfXlVVFbm5uZw/f97MhLKoqMgkVZEBw8RQo9GQmprKqVOnLJ5Dp9Nx5MgRMVEUdDqSkpKQyWSSz2n//v159NFHbZqbfvnll61aMB08eDB9+vQx85U1uAZERkY2G2jL0Qt4rV14avoMbi6Pbm5ubotNtduTkpISm/stCb2XLl1yUG8EAseg0+n4109n2ZFa6OyuCAR20+OF2u6IUqmUtGjQOEkwpCwyYJxjtSmWyjqbVrM96ErXlJ2d3epjdTodBQUFNidXTQXPiIgIKeWKJQyTUWNB2NhX2UBJSYlJSiXjc9XX16PT6dBoNBbNL8+cOYNWq6WmpqbDTbEFguaYPn06+fn5nD9/nmeeeYY33niDJ5980qyewdohMDDQorl+c1g6xuA6MWTIEKsmx8YYcrxa4+TJkxw6dKhFrgLGcqw95seWaJoGz554FqWlpU6z3qiqqrK539I7xVnxEQSC1rL3fCkvfp9G8gcHnd0VgcBuus6MXtBqDOZahgT2BgxCib3aSksRNTszxpMzb29vAgMDzVLPdDWz1tZOjiorK8nNzeXcuXMmZovGGAuVffr0ISwsjBEjRlhNv2OtnaZY0vAbzKmNz2nQcGm1WiorK6X0KJb6JxB0BpRKpZRnd/78+cyfP59vv/2WVatWMXLkSN5991369++PUqlEp9OZmR/X19fz2GOPERkZybhx45g7dy5ff/21tP/8+fMsXrwYb29vevXqxYIFCwgKCiIgIIChQ4eiUCjsDnTX3PPb4L/a2jQU2lY+S4OCgkyioTcnNBpw1vOgOVcJS0J5Z7MIEgiao7Cic/qzCwS2EEJtD8Ag3BUWFpr5yoI+hY892Hox63Q6Tpw4wdGjRztF5OjCwkKT4CcxMTH069fP7Fo7o0l1VFSU1X2tDdhlbBJ58uRJjh07Rm5uriTU5+fnc/LkSalOr169mm3T3iAutiaBxhPTs2fPotVqKSoq4syZM1JqIwNdbQFC0Hq0Wq1TPm3Fw8NDet6ePXuWzz77jC+++IKUlBSL9e+44w4++eQTXn31VT7//HOWL18uLSIVFxdz1113MXjwYA4ePMi2bdsoLCzkL3/5C/3793dYuoiWCIvtoan18vKy+m5xdkoOSzQn1FrCXkFdIOgsGPvLCzqGXbt2MXv2bMLDw5HJZCYLnKB3X5k2bRrBwcHIZDKL75VJkyZJbjGGjyFlqYHo6GizOkuXLjWpk5WVxezZs/Hy8iI4OJjFixebKTKOHz/OxIkT8fDwICIigtWrVzt9niaSKPUwLJmW+fn54e3tjaenp02/TVuTvpKSEullX1JS0qypmyMpLi42M3c1YK8A70xCQkLw8fFBqVRSWlpq5j9WXl7e4uvIy8uTvhsm8AUFBRQUFDBgwACT/fYSHR1tVwArS8FhcnNzCQsLM7sfU1JSpAlgU9+1kydPMmrUKKH16OZotVqOHDnilHMnJCS02iVh//79fPzxx0ycOBHQWzJ8+OGHVp+F6enpfPbZZ+zYsYNrr72WQ4cO0adPH2n/559/zpAhQ7j//vulCO3vvvsukZGRpKenM3jw4Fb104CHh4fFoEvl5eU0NDS0OK6EIyYztkyhnTV5aokbhKenJzU1NSKtj0AgaJbq6mpGjBjBokWLuPHGGy3unzBhAjfffDPJyclW20lOTmb16tXStqXI96tXrzZpwzjLhUajYebMmYSEhPDbb79RUlLCwoUL0el0rF+/HtDP66ZOncrkyZM5cOAA6enpJCUl4eXlxcMPP9yq628PhFDbA3BxcbG5+i6TyYiJiQH0ExprK9G2JhHGgktrVrLbk6YaPmO6igm1IehLUFAQQUFBpKSkSJOpsrIyu4VanU7XrBDYNIWPvWMkl8ubvbea65u1xQdrZGRkWM3DKRB0NFu2bMHb2xu1Wo1KpWLOnDk8//zzbNy4kb59+9pc3EtJSUGhUEhCcFNOnTrFwYMHueqqq8x+k+fOnWuzUBsUFER9fb3FPNPHjx9n9OjRzbZhrM1prfkx2OdH25T09HTi4uJafc7W0hJh2lgAtudZLBB0FmSIe7WjmTFjBjNmzLC6f8GCBUDzOc09PT2txkIx4OPjY7XO9u3bSU1NJTs7m/DwcABefvllkpKSWLNmDb6+vmzatIm6ujo2bNiAUqkkLi6O9PR01q1bx5IlS5z2rBNCbQ/Aw8ND8k309/e3GSzI39/fxO/WGFsTD2cLsgYsraL369fPZDs8PFzSTDYNUtJZ6dOnjySsl5SUEB0d3ewxGRkZlJaW2lXXmJZoqqzVjYmJIS0tzeaxxubO9tJRqY0EzkMul5OQkOC0c7eEyZMn88Ybb+Dq6kp4eDgKhUJa4GvO19VW3ljQP2+vvvpqFi9ebCa89e7du0X9NBAbG0tqaiqgDzTVnnlgNXbIpU0XwQzCemsWG+vr61Gr1Q4zw24PXFxcpHdjQ0MDSqXSyT0SCAQdTWVlpYniR6lUOvRZsGnTJjZu3EivXr2YMWMGK1asMAs2+Pzzz/P0008TGRnJzTffzKOPPipZ5+zZs4e4uDhJoAWYNm0a9fX1HDp0iMmTJ7Nnzx4mTpxoch3Tpk1j2bJlZGZmms27O4rO+zYQtBvGK8uGG9CaBsHWpM6WUNtZfFMtaR2a0rt3b4KCgrh06RJBQUEd0Ku203TVy57JnMF/uqXpL+wNPGMLT09Phg4dapKqR6FQoNVqpfuxNQshzjRrF3QcXSUquZeXl0lu8JZoHOPj49Fqtfzyyy9ce+21JvuioqIYPXo0//vf/4iNjTU5R1swFqQ1Gk2bF4lMfWqb12C6u7tTVVWFr68v9fX10sSntf/vsrIypz0T7Fm4a+666uvrqaioICgoqMvc84KeQXlto+n/TW/sxs/DlbsnDmBsv0AbRwksYZxfHGDFihWsXLnSIee6/fbb6devH2FhYZw4cYJly5Zx9OhRduzYIdV54IEHGDVqFAEBAezfv59ly5aRkZHBO++8A0BBQYFZXJWAgADc3NwoKCiQ6jRVmBiOKSgoEEKtwHEY+0YZBAprAlHTF2tAQIA08blw4YJFIbDpRK6wsNDEN6wjsSRcWzLVdXNzIzQ0tCO65BAyMzNbNdGVy+XNTrxbYt5rzcRELpebrURqNBoGDRrEmTNnzOorlUq7hFyh6RB0NQwB2Zo+E6Ojo1m4cCF/+ctfePXVV5HL5eTn51NWVsbSpUtZunQpH3/8McuXL+exxx4jODiYs2fP8sknn/D222+32ZVCJpMRHh7eplRhxjQn1KpUKklLGxISYpJ2zh6GDRtm9uxoT01zU7RaLSqVyuozx7jc09OTyMhIEyG3ad5gS2bLJ0+elPJ4t1b7LhA4AjeXxrngwQv6OeDO00VkPjfTWV3qsqSmphIRESFtO3IeY+wnGxcXx6BBgxgzZgyHDx9m1KhRADz00ENSneHDhxMQEMBNN93E888/L83xLc3tmrpQNK1jeMY5081CLA32AIxNCAwCjbWbrql/ZFObe0v+qp3F9BgsR8vsKn60tmgaMMVSPtiamhrS09Nt+rhGRUXZfODEx8e36IFk/L83rNIZNCeWxt2ayWWvXr3sMpN2dmQ9gaAlaDQaCgoKKCwsJCMjw8w94o033uCmm27i3nvv5cYbb+SZZ56RgjdFRESwZ88etFot06ZNIy4ujgceeAA/P782afUMC5r+/v5mKc4M2JP3timnCyynG1Or1WRnZ3Ps2DFJCG3NpMfd3V0KmGXAUhC69uLIkSOcOHHCJMiT8fPO+PkWFBRkEmgFYMiQISbPq9LSUrNns2G/iI4s6Gy4uwrxoL3w8fHB19dX+nTk4vyoUaNwdXW1qEwwMG7cOEAfsR/0836DRtZAWVkZKpVKmudZqmMINGtP9gxHITS1PQBjrawhJLe1SUVTf9umOUqbRqTNL68l72xqO/SyfTC+Ljc3N5vpcboStiJu1tfXo1QqJVPfo0ePmixkGBMUFERgYCAymYyqqipKS0slk+3Q0NAWRzw1pk+fPs1q6K1Nxn18fHB3d0epVNpMW1RXV0dOTg4qlcpp5i0CAcCGDRus7luxYgUrVqwwieJcWlrKK6+8YvJMdXd3Z926daxbt07ygTf+DQ0aNIgvv/yyXfs9fPhwdDodcrnc6nOlNULngBBvi+VHjx41K7M3x3VzOFJTa+Ds2bOMGDECtVrNiRMnpHK5XM6wYcOorKy0GJuh6aJefn4++fn5FiO4i8U6QWfDHh95Qefn5MmTqFQqm5YghveUoc748eNZs2YN+fn5Utn27dtRKpVSAMHx48ezfPlyk0j527dvJzw8vMVxXNoTsRTTAzB+uRpWtq1NWpp7uTb1X6qobV3kW0dh0EQHBAQQHx/fJVL42ENYWBg+Pj5mQmFubi4nTpww8+2ylaLH8L/39vY2MYlxhDl20/5aEmp79eolmeoplUp8fX2t+jqXlJRI+ZYtaasFgs5AfX291bRENTU1FoP1dZTplkwmk36HrX0PNNYz2bK7D5ZS3DT1O+ssGLSrloRzd3d3QkJCpHHs37+/FAkULOcct2Tu3RlyuwsExrQlmrmgdVRVVZGSkiLln83IyCAlJYWsrCxAvzCakpIiBftLS0sjJSVF0pieO3eO1atXc/DgQTIzM/n222+5+eabSUhIYMKECYA+CNQ//vEPUlJSyMjI4LPPPuPuu+9mzpw50vMqMTGR2NhYFixYwJEjR9i5cyePPPIIycnJ+Pr6AjB//nyUSiVJSUmcOHGCr776imeffdapkY9BCLU9Fms3naUVFmPBsOlxik52Bxk0D+0R7KgzoVAoGDx4sJkfmuFhZo/5miWTF4VCgbe3Nx4eHq3S0kZGRgLmGn0DxpO6oKAgi/edJe2uNU2zMQZTGYGgs2HL2gDM02hBY2TvjtTatVWoNaYlcpmlRavmokFbwp7nRGswFjJb4vsbEBBAXFyc9Kz18PAwi19hsIwxHuPWXLtA4EiE9UDHc/DgQRISEqTo/0uWLCEhIYGnnnoKgM2bN5OQkMDMmXq/5ltvvZWEhATefPNNQG+duHPnTqZNm0ZMTAyLFy8mMTGRH374QVJuKZVKPv30UyZNmkRsbCxPPfUUycnJfPzxx1I/FAoFW7duxd3dnQkTJjBv3jzmzp3LSy+9JNXx8/Njx44d5OTkMGbMGO69916WLFnCkiVLOmSsrCHMj3so1iYzTcN+AwwcOJALFy5QXFxsph3rTJnM6urqpIi/3cGP1hL+/v7SNbYUa6bYMTExrc6haDC7M6zeNcX4/2AQgI2xlifN+Dh3d3e8vLzMTN+NMTaBEQicTUNDQ6v9XjvCpNaAvW4o1mhtntqm/qfNYU2La8stoy0YC7Xe3t5tMpf28vKyaFViSLMHUFxcTN++fVt9DoGgvRHmxx3PpEmTbC4mJCUlkZSUZHV/ZGQkv/zyi81zjBo1ir179zbbl6ioKLZs2WKzTnx8PLt27Wq2rY5ECLU9lJYKMAZBqmlQqJKiIpqKj87SkhrnPe2uQq3xooO9K6mDBg2itrbWquAJrTd5lMvlNs2Wjf8Plv4n1szujAWCuro6Bg0aZFGozcnJkfIqBwcHi4mhoMvjTNOtttASvU5Lr9FYk2lscdI0gF57YSzE5uTkkJOT0+q2LAUv1Ol0ZoKuWq2mtrbW4sKyQNDRCPNjQVekkxmPCjoDBnMp48mDNeGjstJ8BbotZis1NTVWo/dqtVpOnjxpMe9q06jMlny2ugPGk8HDhw83Wz86OhpfX1+nRaPz8vJCJpNZjfZnb78sTQwBSaAFvbZD+KYJOjPWogobPzM7i1Brj7a2pXlq2wPjZ0ZrrVYsUVtbK7lxGOfXtkRL4g9YGsfy8nKz91xqairp6ek2LVIEgo5CmB8LuiJCqO2hGAsDTYmJiSEwMNCuPKgyC+vzrRUsqqurOXXqlInG1ZjKykrq6uosvvSLi4tNtrvrA7mlGmhrAZc6CrlczsiRIxk2bJjF/dbyJTfF3om+rfta0HnpTosRtlJqGQKzNTVNNn5etSVdT3tSWFjYoudoRz1ym7oZWFrkbA2pqamkpaXZ/P8ZaElOWWvtNTWdNmid2ytvsEDQFrTdcwol6OYI8+Meii2/LXd3d7N0KTKZTJrg+Li7UFmnf1H7+PpD3SWTuq0VKA1Bj6xNAoyFWa1WK6WlsRSkyBGRfLsagwcPdnYXANuTdFv7IiIiyM3NbdEEsrMIBAL7cHNzQy6Xk5eXR0hICG5ubp1GU9katFot1dXVNDQ0SNcxcOBAKioq0Ol0qFQqyYWjpqaGuro6zp8/T3R0tFReX1/foX611vKM19XVIZPJkMlkVi0ljJ/07bGQGBgYaJf21fh3XlJSQnR0NFqtttW/f+O+N+c/O3DgQLsX46zh4uJi9TyO8hMWCFqCRki1gi6IEGp7CEFBQSZCoSGFir0Y5zQM9VFKQq2LiwKDjiU8PJy8vLxWT26Mj9NoNGZaSeMJi0ajoaSkhNzcXItBR6xNwroDkZGRZqv5crkcrVbLkCFDKCgowN/fv9P6ZvXr14+MjIxm6/Xq1Qtvb2/JR3v06NGcOHGC+vp6XF1dHeZPJ+g45HI5/fr1Iz8/32Yaqq6CwVcyLy/PJHWW4XmUmZkpXafx9RprG9VqtVVB0xHYGnedTsfIkSPtshBpjzlwUFCQmVBrKcKxn5+fSaCl1NRUamtrGTJkSKtiOtTW1krfmxOqrblSWMPDw0Nq33hx2N/f3+S8AkFnQvjUCroiQqjtITR9UQ8aNKhFxxsLtVX5GeCi14RqL89kgoKC8Pf3b5NQa6yd0Gq1ZhMpHx8fSTAvLy8nNzdX3x8L6Wy6s8YuNDQUlUolabZBnz/YkBpnwIABzuqaXfj7++Pl5dWs0C2TycwWLOLi4tDpdFb9iYWg61gqKyspKysjMjKy3TSqbm5uREVFoVaru6SWyjhyuEqlIi0tjV69eknavAEDBkjPMp1OJ+UKt0ZERESH+sAbUglZIjo62makYuNnvb2TYFuWFz4+Pnh4eKDT6ejfvz8VFRUWrW7CwsJMhFqDcJiTk0NMTIxd/TDG2Py9OReGtpjKG8artrbW5nuyurq626WlE3QthEwr6IoIobaH0PQF2tL0J8ZColbTgFZXj9xViVanQw6SmRq0/qVvrJ2oq6vj2LFjgF6rPGzYMJOAG00DQ/U0unL6GrlczpAhQ1p9vEHYNSxmBAcH4+rqSn5+Pmq1mrKyMlxdXVucNkRgm5KSEkmj6OXl1a7+2gYT165kYVFZWWmSjzYhIQGFQkFDQwNKpVISaj09PU0WAJrT9Hl4eLTYkqYtREdHk5+fb3GfseDYHJbmwMbvHcNz3BYymcwkfY+1/K3tvWjZkoBT1nJyW8OSljsrK8vmwkV3jQkh6BrodDoaRE4fQRek+6qzWkBubi5//vOfCQoKwtPTk5EjR3Lo0CFnd6tdsRZ1016amsNpqvWr+wYB1lio1Wg0bY4+bDxZrKuro6GhAX9//za12Z2oqakx2baW77W7Ynwv9O3bVxLyS0pKOH/+PGlpaS1qr6GhgaKiom4VsKi9MTaR7Ujz2M6K8TMK9DEBsrKyTNK/xMXFtVij3dE+xcbPjqbCoiUrGGOa86k9e/as9L093SGsCbX2BHmyhCN/95b+n/7+/jYF17b67AoEraVBrWXaK7t48XvL79CtxywvgAkEnYEeL9SWlZUxYcIEXF1d+e6770hNTeXll1/udgJUW4Ue0/Q+oK3TT3YKC/UmsMZCLcDp06fbdD5LNGeaaFgRDwkJafdzdzaarvL3tEmQYQEqMjISaLvm5vjx42RnZ3PkyJH26F63R2iSzMnPzzeJwu7p6dli/0tnIJfLCQsLw8PDgxEjRrS6HUtyobGpdXs+l60J/q0NsOXn59eW7tjVtkwmk0yp3d3dbf6GxOKawFnkl9eSXqif3ynkMmJ7m+a3v++j5lMJCgTOomfNhC3w/PPPExkZyXvvvSeVRUdHO69DDsLYjKs1L3Bjn7C88jrpu7GPkCM1DBcvXmw2WIlGo2H06NEO60NnoiPNEzsjLi4uDB06VNq2NEE09nVsCcKfrZH8/Hzy8/PNfPCF73LzNLWmsBdnRH+OiIiQ0g21BOOfne6y3latVlNZWWm2MNyeJsMdHTOhT58+FBYW0rdv3xYfGxoaKrlDXLx4EdBr9YODg9u7mwJBmzH8pj3dFBx+cirurgpqGtTEPvW9czsmENhBjxdqN2/ezLRp07j55pv55ZdfiIiI4N577yU5OdnqMfX19Sbmdwa/I7Va7fTJnuH8lvoRExNDRUUFISEhLe6nWq3WR+VUN2pLtfXVqNXeqNVqLl26JNVp2hdr1NbWUlhYSHh4OG5ubjZNx3JycggNDW3WvMzR429rfDualox1V6G146vRaMzujYqKCrv935qOZXcZz6a0ZHxramrIysoC9NFlrbXVE7F0v0HjfWT4a2mM+vbtS2VlJUVFRRbbdvZ7pOl12eqLcV2NRotKpSI1NZW6ujp69eplsr++vr7NwqihL03fNcYYp1Oyl/r6eovtxcfHo1ar8fDwIDAw0KQPLcFgel1ZWSmdp6Kiwuo1VFdXO82/vDO947ojnX18VWp9v2QyUKBFpdLi2uTn1Fn7Dp1rfFvrDiFoPTJdD7cjM2i8lixZws0338z+/ft58MEHeeutt7jjjjssHrNy5UpWrVplVv7OO+9029XXqqoqCgoKaNDCqyddkLt5IFd6sSCsgCB3veYsMjLSJFXLwIEDbbZp7G81cOBAsrOzrfrqeXl52eWn29w5uxNNx68nY7g/m+Lq6mqXdsV4LCMjI7uE2aijKS0ttRpAx8/Pr0eY+VujqKhIMq219Wyy9bs05LM1TrUGes2er6+vlaMcj/FvAfTRm60JiRmV8MoJ/dp4XICW5CFa6XgXFxeTSV1UVFS7Brhr2k8D0dHRLXbHuHjxIuXl5Wbl7f1czc3NtSuNj4uLS7e0GBN0fopqYU2KC+4KHc+PbVRiPLCn8Tf1z/FCWLOH4uJi7rzzTrKzs6XsFALH0uOFWjc3N8aMGcPu3bulssWLF3PgwAH27Nlj8Zimmtrc3FxiY2PJyMholQlXe6JSqdixYwdTp05t95XerKwsMnIKWPDeQRQevui0al6ZO5CoQE8iIiIICQkhJSVFqj9q1Cib7RmnZRk1ahQpKSlWfYmM8/sZ4+7ubuJH1dw524ojx7elVFdXk5aWRkxMTLcxl23t+NbV1VnUJgIMHTrUahRVA8eOHZMm4IMHD+62kZPtGV+dTkdpaanFCOOG32FAQAD9+vVzdHc7FZWVlZw/f57w8HCTPNEjR46UnntqtZq9e/cybtw4fH197Yry3TQ9VXR0tKQVdAZN+9O/f3+rMSYOXSjj1ncOADA5JpiX5gy0KmyOGDHCrny3tjC+f48fP26xjkKhaLFvsLUUYe39PiktLTUJuGYLR7/LrNGZ3nHdkc4+vucvVjPt1f9n78zjo6jv//+avTfX5j7JRQKBEI4AcqqACAiIta1aPFBsxVpttVDrV7T1aj1aFW3113q12INa24rUKkUoHoByQ7gChJD7vjZ39p7fH7Of2ZnZmT2S3ewmmefjgWZnPjPzmc985jOf9+d9fYVonQonHr+G3T7h57vZvy/9YnkoquYT4dS+9fX1yM3NlYXaYWTMmx+npaXxUggAzCT4gw8+kDxGq9XyNDlkxV6lUoX8JSIEIz1GXl4ezJQawDEANBzmfiiVSqhUKmg0Gl4aC1IHKaxWK6+sSqWCQqHw2zyNa7as1+uHrf3DIf1IbGws5s6dG9I6BAt/21etVktqZ5qbmxEREcFbcKJpGi0tLYiOjmZNlMnx4fQeBwtP7dve3o76+nrR9szOzkZ1dTVomkZ7ezsaGhqQkJAwKF/DkUZjYyMoikJjYyPbNkqlElqtFjk5OWzU46ioKEyaNAmxsbE+CXHp6ek8U+RQjy1iz12qPvyyFKqqqiTfw0DGAVCr1Zg7dy76+vpEgxKqVCq/TJBjYmLcfKAVCkXAn4NGo/FJi6zRaEI+BoW6H452wrV9lc7+SUH6vQ/HegsJh/YdawE8w4Ex3+ILFy50S/9RVlY2JiZpg8HhVJYSrSkt+O0rJActQSrhvVKp9Bj1OCoqip2M+Js/UGZs0N3dje7ubqSkpLAfmba2NlYIEWrTLl26hNjYWOTm5oYkaE+okTKljY+PZ4W03t5eNt1LW1sb0tLSMDAwgJiYmEG3WWtrK5qbm5GTkxOWmnKxyLokCjn3nqOjoxETE+OzVlI4doZbn/PkF8atuSMENl9Sk9bGxkakp6f7fB6xoF7BSJPmyWIkJycHLS0t6O/vH7VuTIHAYnPgw5N1aOu1AABi9Gp8e2YGIjRjfjobIJgXOdzGIRkZXxjzo8DGjRuxYMECPPfcc7jllltw5MgRvPXWW3jrrbdCXbWw43xjN/aUCoVPZgD0ZxVeLEBKfX29aFlvQu24ceMQExOD5uZmNr2LjIwYJpMJer0era2tkv0NYIQMo9EIg8GAhISEYaxheCAlxAgD/3AhpqC5ubmDNp0lQakuXrwYNlHMa2pqMDAwIGneT+6Va2HirytARkYGurq6YLFYBl/RINLQ0IC0tDSv5b4sa8UDU1OgVAzfZFhqMZUEIPQFMTP7SZMmBcWlQ6fTQa1W84LYEPcIiqLQ29s76KjZY4W955vxfx/wTc8pAHfMkxURgYC8UkKZdkJyFC61eM5bLSMTasZ8ntorrrgCH374Id577z0UFRXhF7/4BV599VXcfvvtoa5aWNHYNYBVv92PLXsuMRuIpta53580QVx/tMHANemgKAoGgwETJ04csr+WzOimubkZJSUlbgKtVE7lwea8HOkIBdfExERMmzYNERERXt8xbqA4X2lpaXGz3AiHtrfZbGhtbUVvb6+kJQlxQyHRbQdjYqtUKjF16lTe71Dij8meUKas6fAezC+QSAm1/uR55eYWJgQzRoEwCBjXVFrWjnmnc4BZEMiI1WN8EvOcjH3huSA0EiFvlLAnvvKdGQCANMPYTicoE96MeaEWAK6//nqcOXMGJpMJ58+f95jOZ6zS3G1mJjDsR5dvfhwsxKJlEnNR2dxYxh86Ozv9Ki+cYDocjjGhRRGaSFIUxQo6vghcJMaALwwMDKC2ttYt/cK5c+d8Pkew8Ccdg1arxZQpUzBx4sRBXy8jIwPx8fEhjXwMDM331e67LBkQRqLPmnBcEYsjMcbjd3qENE1hegwW5DGWNLZQ2L6PUlyaWvEFFofcN2XCGFmolfET50DnHNj8+ZbYbDYcP37c5/LFxcVuaQ0iIyOh1Woxa9YsTJ482feLy4x6iB9aQUFBQM4n1PacOXMG58+fd0vBMtogvrIErumpL5qky5cvo6WlRTRFChe73S4ZsRrwT9sWDDy5PQDu1ik6nW5IQlZqampYRJTOzc3lmd17uieh8CUljAUySBSX0SrUjvYxZijQxOcTgMrZdnZZqA0Y3PblonD2W7mpZcIZWaiV8QlaytHCD8R8l7yh1WpZ0z5ePWRkBGRnZ2PGjBm8IEMxMTE+mxKOHz+e91uoqSO/fU3JMRLo6OhAT08PbxtXUxsREcEzR/Ulz6jD4UBtba1kaheAMS/mpv+SKhNKGhsbRbfn5+fDYDAgKytrmGs0PKjVat5ioj/5iKWGZ2GGgXBBaCGQm5sb9MVST0ItyQsdCP/q0fqt5E5FVE7/bVlTGzikpnqkm47SbiUzSpCFWhmfEPpZ0HYbf4cTT0FifDX/TEtLQ3p6Ovux5woXY8H8U2bwCM1jKYqSjObr7dj29vaQawuDSU1NDSorK1FWViZZRmgKy52QUxTlNQWXUGggSJkXFxQUsH6q3jSlwcRms4lqmvPy8mAwGJCfn++TgD+S8UWYFc5vpea74egrStM0b0EnIiIC8fHxQXdrEVpCcAlUn29ra8OJEydgNBoDcr5wwjUXoaBUOoXa4bZ7H8W4hFb+O0s5f4/WxRKZ0YEs1Mr4BDuOkckJzXxEaME0hpsL1B/fOi7p6ek8k8eBgYFBnUdGxtMElZuyJyoqimcRQGhoaAha3axWa8gmCGfOnEFrayv7m1sPrumjWNTbWbNmYebMmSguLsb06dMxZcoUJCcni15HTOPkaaGAm8czlAsKp06dEt0eGxs7vBUJIWTBwp/nIPwehDOVlZW8wGbDFaBrOBZmiVVURUVF0K813JCxiqupfedAJcqaezwdJuMjrPmxUFPr/C371AaPffv2Yc2aNUhPTwdFUdixYwdv//bt27FixQokJiaCoihRa6fFixeDoijev7Vr1/LKGI1GrFu3DgaDAQaDAevWrXNTOtXU1GDNmjWIjIxEYmIiHnzwQbfv+ZkzZ7Bo0SLo9XpkZGTgmWeeCfmihyzUyviIQFfr7Lhn6/naDK7mxtOKtBTeoiiPRB8qmeFn8uTJSE9PF801OX78eMyaNQvx8fGYOXMmZs6ciYKCAlAUhZkzZ2LChAls2Z6eHtA0HXCt4cDAAE6fPo0TJ04E9Ly+UF9f76ZBJWm2uNsVCoWkJpZ8LBUKBXQ6HTIzM0XT8IgtCgi1tMXFxZg4cSKr/SQLDaEyPw7X1DrDDXn2niYpwl0jab4r1GLGxcWFqCYy/kD6mIKiEB+pZbf/v8+l3R1kfIc1PxZsZ/UZw1qbsUVfXx+mT5+O119/XXL/woUL8cILL3g8z4YNG9DY2Mj+e/PNN3n7b7vtNpSUlGDXrl3YtWsXSkpKsG7dOna/3W7H6tWr0dfXhwMHDuDvf/87PvjgA/zkJz9hy3R3d2PZsmVIT0/H0aNH8dprr+Gll17Cli1bhtACQycsJISuri58+OGH2L9/P6qqqtDf34+kpCQUFxdjxYoVWLBgQairOOZxn7wwq/d/+KoKhekGkOks18yssbERqampkhPjiIgIWCwWnnlxXl6el3rIQ6qMdyIiIlgtbUpKCi8li3DyKjSp5Qa16e/vR2lpacAFLK4VA03Tw2qeKWb50NXVhZSUFN6+wWglc3JyeD7H3d3d6OjoQFxcHGiaRnNzM09oLCgogEKh4GnJyWJYXV0dEhMThz3FDcm5K2SsRVsnfdI/jfnIHZ/98R0eComJiaJphIT09fXBYrHIwrYAmiN1rb0iEx+erMPZ+m70mUPnrjAaEX6SXOPByH3Hw52VK1di5cqVkvuJ4OktrkdERITogj4AnD9/Hrt27cKhQ4cwd+5cAMDbb7+N+fPn4+LFiygoKMDu3btRWlqK2tpaNt/3yy+/jPXr1+PZZ59FTEwMtm3bBpPJhHfffRdarRZFRUUoKyvDli1bsGnTppC5nIRUU9vY2IgNGzYgLS0NzzzzDPr6+jBjxgwsXboU48aNw+eff45ly5ahsLAQ77//fiirOuYhw1hKjB4/WMwXPFsdrsmeUID1ZGqVmprKE2izs7NFXwSuSbMnn10ZGTHS09ORmZmJ+Ph4TJkyxWt5oa+kmEA7VG0eV1ALh4Wanp4eVFdX49KlS+w2Ek3aH4TpgADGzLO2thZNTU1umltuUC8xPAWbCgZms5n3u7i4mP2bq8EfC/ikqRUIsaHoyt76ULjhayToCxcuoKKigg0eJcPAtRmL1Kpw5/wcAIB9FMc/GE5cawaCgGYUxdsv4zs9PT3o7u5m/wm/M4Fm27ZtSExMxJQpU/Dwww/zYgccPHgQBoOBFWgBYN68eTAYDPj666/ZMkVFRaxACwArVqyA2WxmM5gcPHgQixYtYmNgkDINDQ0hDaYZUk3t9OnTceedd+LIkSMoKioSLTMwMIAdO3Zgy5YtqK2txcMPPzzMtZQBXAOZXqvE6qnJ+PBEPZq6mcl+ZLTLZFgolHqaEHG1Z4D0JDo1NRV6vR4mk2lQE22ZsY1CoZD0+RwsZ86cETW3HQwOh8NrwKXhQKg9GkwgJCn3gNbWVrfJvJSrQUJCAuvX29vbi9raWqjVamg0mqAvanHbgJhXB+o5jzQG41MbCiVObm4uampqkJKSwgt6NtwWEL7CrZMvfaunp0dezOUgzKOqJsGiZA1iQJDyqWWDhA5vdUYFwujvTz75JJ566qmgXOv2229Hbm4uUlNTcfbsWWzevBmnTp3Cnj17AABNTU2i86Hk5GQ0NTWxZVJSUnj74+LioNFoeGWEKTfJMU1NTSFLTxdSofbcuXNeTX70ej1uvfVW3HrrrbzAJjKhgazecQc8hUJ64uBpQhQdHe1zZFri0C4jMxrgLvacP38eU6dODWFtxOGuwPqKJ1NhocZb6qOXk5MDjUbDptQh/r4Ao+XimgE3NzejpaUF+fn5olpiT5jNZo/3ONbzYBOhwWMEXbfwx+5TXuHEJ9BoNBrk5+cDYKx9SJAku90+KmIwCFNujXWEmRiUJEuCXRa3AoGUT60rT63czv5SWlrKszgczLfVVzZs2MD+XVRUhAkTJmD27Nk4ceIEZs6cCUA8Gr1wEXAwZVxB3EK3mBhS9QBXoPVFuBkunxcZd2hXdAYA/AFPo1K7H+CEK9QKJ52DCSQlIzMaqK2tZf8eTYGJPGmchT6pngRgrtkTl/Pnz/N+19XVwWKxSOaUlaKmpgZnz55FVVUVb4GB+7e/QvJog6u19tUEVmy6O5yLkVxLHu6z7OnpCXneY4Inc2mxfu9rnu2xAjf6MeCKgGyXNbUBwZXoQpDShx8jVMYPoqOjERMTw/4LplArZObMmVCr1axrUWpqqpuVJMBYUxFNa2pqKquRJRiNRlitVo9lyAK0UMs7nITe5s1JSkoKvvvd7+LAgQOhroqMCNzccABfU6tUSU9OuRMLYYCamJgYWfsqE5aIpbIBALVaegHHH8LBj9YT3gK2SeFphdbfD3lCQoLPZf3Nx0msftrb23kCMVmEkxKqxxLchebKykrRPivcQpYwuabmw71qT7G+f0ztBgYGUFZWJpkbGYBoOq9gERERgYkTJ4q6XIkFdxnqBDhchPlAQ3oVEWqPVHWE/bg6EpBqQ/Iay5rakcW5c+dgtVrZOc38+fPR1dWFI0eOsGUOHz6Mrq4uNijv/PnzcfbsWd63cffu3dBqtazLxPz587Fv3z7eovzu3buRnp4edOscT4SNUPvee++hq6sLS5cuxcSJE/HCCy8ENUekjH+4/FiY/5NFUUqlgQfrY1YjJRZxNSEhQfaRlQlL0tPT3fxgAL61yGDHp1BPvLjaVKlFpaHkY83IyIBOp8PkyZN5bcg1o/TF3yYnJ0c08itXWBkMQqsg7oebCADh4OMcagYVddrZtbn9arjbUihE+9JPsrOzg1UdUaKjo0WFVZIqi4tSqcIP/3YCa147gJLaTr+vxc3FOxoQ+tSmx7osKirafHNnkpHGpanlb5cDRQWf3t5elJSUsPlnKysrUVJSgpqaGgCMxUxJSQlKS0sBABcvXkRJSQmrMb18+TKeeeYZHDt2DFVVVdi5cyduvvlmFBcXY+HChQAYt5rrrrsOGzZswKFDh3Do0CFs2LAB119/PQoKCgAAy5cvR2FhIdatW4eTJ09i7969ePjhh7FhwwbExMQAYNICabVarF+/HmfPnsWHH36I5557LqSRj4EwEmrXrFmDDz74AA0NDfjBD36A9957D9nZ2bj++uuxfft2XpRcmeFHGOUyWufyVdKppSc/5LmJmRqrVCrExsYiLy8vLH0KZcY2Yuan3FQ8/pq8EoQ5YgF/06YMDa62ORhmQqmpqZgyZQoiIiJ4bUjGguzsbJ8D34hpa2tqatDR0cF+2P3F03MbrVqtweCLu49bqjeRMqGa4FRUVPj0PKUEzFAhXPS6WNuCj0834kx9F/5zyv+FNE8ZCEYiDoH5cVGGawFF9qsdOkIFBsGVp1Zu42Bx7NgxFBcXs1H3N23ahOLiYjzxxBMAgI8++gjFxcVYvXo1AGDt2rUoLi7GG2+8AYCJL7B3716sWLECBQUFePDBB7F8+XL873//4y1Sbtu2DVOnTsXy5cuxfPlyTJs2DX/5y1/Y/UqlEp988gl0Oh0WLlyIW265BTfeeCNeeukltozBYMCePXtQV1eH2bNn4/7778emTZuwadOmoLeTJ8IuikJCQgI2btyIjRs34rXXXsNPf/pT7Ny5E4mJibjvvvvw6KOPjrl8gWEBJ+E5AGy8diJ+sO0EKFBQCVbilUol7HZXzjir1cquNHEhk52haIVkZIaTtLQ0Xtobi8Xid5RgsTyodrs9JNpBiqKQlJTEC8IX7ABJ/tynwWBAbm4uTCYTK4x2dXWJ5vn0NYp0V1eX6Haz2cwuOATKzHwkw42GCXiPJkzTDlYgC2X7kTr29fXh4sWLyMzMZPeJ3UM4Rkjm0mF0+TObTSYcP34caWlpfpnId3V1jRpXH6ErFAAkRWvR2mOW/WoDgnPRQCKlj9zEwWPx4sUeLbnWr1+P9evXS+7PzMzEl19+6fU68fHx+Otf/+qxTFZWFj7++GOPZaZOnYp9+/Z5vd5wEjaaWkJTUxN+/etfY/LkyXj00Udx0003Ye/evXjllVfw4Ycf4sYbbwx1FcckQpOUzPgITM2IASh3Hwth6g4xgVZGZqQxYcIE1vSGEKgcksOpqeVCUZTbolKwFw39PX98fDxvAi+m6QaYoFGDpaWlBWfPnmV/Dyad0WjDF8GUq7Vx9HezWp5QRh3mLqjabDaeYM61tCCEe7ocrhDRXM0sqHmzEhH6CA93vudgIqZJVMqReQOGpKbW+X+5jWXCmbDR1G7fvh1bt27Fp59+isLCQjzwwAO44447eBOuGTNmsGp5mdDAXb1TKijQDrvXQU5sEpqenh72K+QyMlyEAi0AdHZ2QqVSIT4+3quWkGiJ4uPj0dHRAY1GA4fDAZvNxpuIDydqtZonUAdjgp+Xl4fLly+zv4MlMLa2tiIrK8trOaElCcCPRg3IQq0Y3nzBHVYTK+JGR0cjMjLSbYEzFHB9asvLy91yw4q916EkKiqK565D2p2mafi69DWa0wCxeVQ520hcD1neChzC2Rkl+9TKjADCRlN79913Iz09HV999RVKSkrwwx/+0E2DMH78eDz++OOhqeAYh12940zcGQGX8irUiqVrkoouKyMTTowbNw4AM/YQuL4pfX19qK6uRn19vcfz1NfX49SpUzCbzezkICkpifUzDUXwqISEBGg0GlZzSlFUUBKmCwXEwZpZB8o8m9THU4RG2fzYHbG4CNxu6zD1sv1YqVRi0qRJIY2CKcXx48d5vrbhtrgqTPlD3ERtxgaEyKAjrBDTJFKypjZgSKX04QYE3Xa4OuQBD2VkxAgbTW1jY6NXszS9Xo8nn3xymGokw4WsjiqUri5DUQClVPn9oQ2H1XsZGV9ISUlBUlIST6CaNGmSW3oQMbNGLsQEsrGxkS3LPWdDQwPy8/OHZYJNJiMk8rhSqcT06dOD5tMbKHPmzMxMVFdX87alpaX5HbCLaGmltLE5OTlhJ+iEA2az2eeyg4qcPIxwn2+41bWvrw80TcPuoKFSKlghzmEZAE0PXqvszSd6pMG1GiNDl10WtIYMu2gg2K5TK6FSULA5aDz+4VnMyo7DpNTwsnKQkQkbTW10dDSbuJdLe3t72H10xiLcMPpEi6GgANphR1M3P8Kkt8BPciRrmZGEUNjT6XRuqWZMJpNo8CKALwzQNM0Kldzzdnd3iyZEDwbE3Jg7wVWpVEENVEV8Yoci4IoFuhFGrfWmMQdcQq2UNtaf/LhjCbHFSKEIMRIjo4aboNdu7MQP/3YCN/7ua2zZc5GnERuK0DZaNGvkPsR8akfLPYYSWkKqjdSq8PptM9nfvSZ5HicTfoSNUCs1GJnNZtm/KQxwRRx0UdMxANpmQYyOr/D3liYk3HyYZGT8Rcx3U6hFJHADEHV0dLBCldDMsL29PYA19M5wRltOS0vDrFmzhhRZWVhfrVaLuLg45OXlsdu4QYGkIO0vL5b6BzfqtxQjRaYgptTh2Aeau02o7mD8gI9UGnmCLLd9vVmHCBktAp+Y+bEcmTdwiM31CNcVpSI3MZJXTkYmnAi5+fFvf/tbAMxq6TvvvMOb6Nntduzbtw+TJk0atvo8//zzeOyxx/DQQw/h1VdfHbbrhjtiH8QJyVFo6TG7DW4URSE6OloyWEU4TiRkZPxBpVIhOztbUpAliJlscv0OuSgUikGlCPIXMU3tSEAo1E6aNAkKhUI0n7AU3KBYYuNQUVHR4Cs4BhF+F0aKUFFVVRXqKkgSn+RaFHY4aNA0YGllxhlue1+6dIkNemUymdDU1IT09HTJ8WPUCLXsX67xiwxljpHSAcMYrlWeGGwUZLmtZcKQkAu1r7zyCgBmwH3jjTd4Ew2NRoOcnBw2sXCwOXr0KN566y1MmzZtWK43kuCm9CGDncoZOcAqkvB8pE2YZWT8JTExEYmJibh8+TI6OztFy3C1tEKUSiV0Oh0btKa/vx9nzpxBcnIyL7dmsAhFXtyhIMypS8YY4X2UlpaisLCQiRbrcPC+KURLS1GU23FZWVlu5swyfhIGglNMTIzPWsxw/E5FRseyf9scTO5f2s5kEJAKhHThwgXY7XZ0d3dLzl9omkZlZSV6e3tRWFg4YheXSRMoRDS1sk/t0BGLLs2DRJoeltrIyPhHyIXayspKAMCSJUuwfft2N1+14aK3txe333473n77bfzyl78MSR3CGrHccErnh8TPSFHBzoMpIzOccCfGp0+fxrhx4xAfH4+TJ096PE6hUCAtLY0dAwktLS0BFWodDgdqa2sRGxuLiIgIVls50oRaAEhNTWWFWoLwPgYGBtDb24uLFy8CAAoKClgLICLUit07CZwl4zvuPrWhJyoqymehNhzjOyg1WmiSsgFKAUdrJU/7LaUcI/1aKoczwAi1JK+20Wgcsf3dIeZTq5DTzQQMiTy1BAUlt7VM+BJyoZbw+eefAwDa2tqg0WiG3e/ygQcewOrVq3Httdd6FWrNZjPPrJCY2dpsNo8fleGAXD/Q9bDZnR9/mjm3zWaDAoBSHwOL1e52PZvNJjlhiImJCXk7DZZgta8Mw0hsX25ft9lsuHTpEmbOnAmLxeLxOKvVCoqiRN8Tcv8DAwPo6+vzewJqs9lQVlaGhIQEGI1G9Pf3o6mpiVdPm8024kwSydhD/iYCurANudGpW1paWA2syWSCzWYDRVGwWq1ITExEU1MTsrOzAyLgjMT+64m0tDReDl/hfdkFbWa324P6HfSlfUkd/D1nuGC2WEEpmSBmNprft0lea4AR3knduWW470hkZCSbUo+7yNbY2CgaeI0cz/1/uEEEeNpBu9XRYg39HMwb4d6+vSbnd4uWqKPzm2G1WcPyHsKpfcNx0Wy0ExZCbWdnJx5//HG8//77MBqNAJgcjnfffTd+/vOfB12z9/e//x0nTpzA0aNHfSr//PPP4+mnn3bbvnfv3rBZ/dyzZ09Az3fOSAFQoqurC/v3n4DNZkNrswKgYnHy3EXs7D3PK9/Y2CianxbwLZhLuBPo9pXhM5Lat7m52c1/vKmpCeXl5R6Pa2pqgsPhQEVFheg+AOw5UlJSEB0d7XOdWltb0dXVJbn/0KFDaG1tDUvzS0/Y7XZWs93Q0MBqXAcGBiQjH0dHR7PB6/r7+9HQ0ACtVova2lrQNDMxDvSYNJL6rze4/VjYTuS7AAAKXRROnr2AyL6YoI/xntq3o6OD1Uj6Qrh9j853utoUAPYcOcv+PlzRjoPHS2Af6EV0dDT7bLjPqKGhgR1Txo0bh7q6OtHriI07XMK1D1+qUQBQoKa6Gjt3MmNBb48SAIW//e8oustGRjLfcG3fE21M/6tt78HOnTvd9vf2Mm196PARGC+E76JoOLSvVEYEmeARcqG2o6MD8+fPR319PW6//XZMnjwZNE3j/PnzeO2117Bnzx4cOHAAp06dwuHDh/Hggw8G9Pq1tbV46KGHsHv3bp/zp27evBmbNm1if9fX16OwsBBLly5FRkZGQOvnL1arFXv27MGyZcskU1YMBt3FVuDCScTFGnD1lVfDYrGgdH8lzlaYsLdBgV+tXwqD3nW91tZW3go/l5kzZ4puHwkEq31lGEZi+/b09LhFhp05cyZOnDjB26ZQKHiBish7ICwHAJMnT4ZKpUJqaioAxrohPz/f5zqdPn1adJXYZrPh0KFDmDdvHubMmePz+cIJo9EIiqLcUoeJtSOBtLXRaERlZSUiIyNRUFAQ8LqNxP7rjaqqKnR0dCAqKgoTJ07k7Ysoa8VbF1wawIT0bFx33VyvEfAHiy/te+rUKVab5wvh9j16+ZX9AAbY3182uQRcK03h044EPLVsBuLj45GTkwOA3/eLiopYX/4pU6a45dQGPI8n4d6HL/6vHKivQE5ONlatYqKpP336cwBW5OXlYdWyCaGtoBfCvX1Vpc3406VTSIiJwKpVV7nt/13F12ga6MWcOXOwMC/80p+FU/v6kmJOJrCEXKh95plnoNFocPnyZbcP4TPPPIPly5dj3bp12L17NxspOZAcP34cLS0tbBRBwBV1+fXXX4fZbHYLqKDVankBRYj/jkqlCvlLRFCr1QGti1LBtAGlUICmaahUKswbn4hPK5hV4KYeKxJjXBr1tLQ06HQ6N39BUreRTqDbV4bPSGrf+Ph4qFT8odRsNrttmzlzJkpLS2EymTBhwgT2/nJycty0KURIJufo7+/3uz2E1+cyktpXSHJysuh2b/cLgB27dDpdUO9/JLevEBJ4KSIiwu2eeN9GmxURWtWw3Luna+h0OtGo457OFU7o1K42zY5nInt3DljRNcAsUrX0WKFSqdDd3Y22tjbExcXx+r7NZmN/6/V60fdCr9d7ve9w7cPEOkOpVLL1u2lWJt7aVwEaVFjWWYzwbV+m/6UZxMdIYt3Dbf9wJBza19M3SSY4hLzFd+zYgTfffFN0ZTc1NRW//vWvsWrVKjz55JO46667An79pUuX4syZM7xtd999NyZNmoT/+7//G7ERAgMNN3cZ8cObmR2HlJg2tMM9KiNFUYiPj0dDQ4NfEwwZmdEACVJEiI2NBUVRmDJlilvZUHx4R5rZsS9MmDDBay5VYZApGe/42lccNjMcNNPGwdLU+sJo+Wb/bcNczM2JQ0lJCQDgUnMPNv7jFO95NDQ0uPnGck2RpYLBDQwMiG4fCdAi4chIoCibnGZmyDjYQFESKX3knMAyYUzIhdrGxkbRiR6hqKgICoUCTz75ZFCuHx0d7ZabMDIyEgkJCXLOQg60SMRB5jcF0IBdHuFkZESZMmWKR9eGQAuYZBLsiZEY+dgbwuCC3CA5NE3DYrGwC2yhXsEfSbCTWJEo98I4Yw5aPDfzcBIbG4v+/n637ZMmTcKlS5d4psnDkTprKHAFdMqZS4UWJFvxJKBSFIWEhAS0t7fztou1z0jBlUfVtY2kF7TZR4Y/bThDFBQKyejHzP9HWpBBmbFByGc2iYmJHhOhV1ZWSpqbyQwfUsMXWSGVkmm5ieAjIiJQWFgY4JrJyIQ33nz1Ay3U+uJPOFonJFy3kEmTJrF/d3d383IG+xo/QcbVP33pMzRNu/k6DzdSuYYjIyORnZ3N/p41a9aImFuwAeKcw4RQbKupqfF4/GjLveyyGnONm7KmNnAQoVYpIdWSz5Xc0jLhSMg1tddddx0ef/xx7NmzhycAAcyK789//nNcd911w1qnL774YlivN5IQDnMKLxMe7oR98uTJwaqWjExIyc3NFfUf94VQmAL7E0hnJFFUVISOjg43wUoYiXokm18ON0SrLzbGu2tq6ZAvGMTGxkKv10OhULCaejK3iI2NRXR0NJu3eCRA6k6GCUsPP7KzmAady2izyiB9jitzqZXMPZqssqZ2qLg0tRJCLWSpViZ8CblQ+/TTT2P27NmYMGECHnjgAXZ1vbS0FL/73e9gNpvx5z//OcS1HL1Y7Q68tPsi3vyyAg8vn4gfXiMeOZCW8LNQOL8ssvmxzFgmPj4eSqUSCoUCZWVlfh3r66TTbrcP2l9w5syZ6Ozs9LtuI5H4+HivZdLT04ehJqMDT+bHQmg69D6tCoWCtQhyOBzo7e1ltZ0URblFcA53yPhAhDiHn9/awS6aORw0fvTeSZxv7Ma0cQa8fPP0sPDFL29h0qdxW4FU64MTdXj5lunDX6lRBHnNpX1qneVGqbWPzMgm5Et448aNw8GDB1FYWIjNmzfjxhtvxI033ojHH38chYWF+Oqrr5CVlRXqao5avipvw5tfMvnqXtpdhqo28dyy5BPipql1fnClvrOjVSMkIyPEYDC45ZItLi72epyvE8XLly97LUMisQNAQgKTbkGn04GiKMTFxfl0ndFOUVGRm1WQjDSkf1qtVrd9ZNi39zL55R00jcjIyOGqmlcUCgViYmLCQhjzFaGsQL6hREOmUPqni5C69+PHj3s0Ka9q78d/TjWgvKUX20/Uo6HL5Nd1g0VOAtO/6owuv2CSTjA/eeRo4MMVbz61LneE4aqRjIzvhFxTCzCme//9739hNBrZ6JX5+fk+rbjLDI0eEz+XZa/ZPbclIB6cAfAeNICYf8nIjBVSU1PR1NSE5ORkn7SwwklncXExmpub0dDQwNve09Pj9Vy9vb3s3ykpKcjMzBx15of+IJanc7T5GA4XngJA2XqZQEThJtSOZIgQ29HBmBuzw4TaP/Purq4uyX0kB3F8fDxyc3N5+6yCoEt2e3hIMWQBPS/JJcBOSGYWE/3VYsu44zLvljI/dpYbnurIyPhFWM124uLiMGfOHMyZM0cWaIcJodmw8ENGEAvOAACWbjKZET+/UHMlIzPaSU9Px+TJkzFu3DifyguFToqiBiV4dXR0oLGxkf2tUqmgVCpHlJYq0Aj9OxMTE0NUk5ELV0MrNEEWLmbS9Ojz4Qw1JD2SggI0iVlQRfk3N/JkNk4EZvJ/LsKgS+Fibirm86mQTWIDhlefWrmtg8a+ffuwZs0apKeng6Io7Nixg7d/+/btWLFiBRITE0FRlMdMBzRNY+XKlaLnycnJAUVRvH+PPvoor0xNTQ3WrFmDyMhIJCYm4sEHH4TFYuGVOXPmDBYtWgS9Xo+MjAw888wzIQ9CGdKvz3333Yfa2lqfyr7//vvYtm1bkGs09nBbjZWQTmmXVMuDDHx2iY4sT3BkxhoURSEiIsJnYVJYjnxk/KGvr88tUJWnc4Ta73E4UakYgySFQiH70g4C7hje3t6OmpoaVFdXi5aVFWWBx9X+FCiVBjTl2zeVLKolJSWx2/x578NeqOXYxyq8ZGGQ8R0Hq6kV36+QzY+DRl9fH6ZPn47XX39dcv/ChQvxwgsveD3Xq6++6nEO8Mwzz6CxsZH997Of/YzdZ7fbsXr1avT19eHAgQP4+9//jg8++AA/+clP2DLd3d1YtmwZ0tPTcfToUbz22mt46aWXsGXLFj/uOPCE1Pw4KSkJRUVFWLBgAW644QbMnj0b6enp0Ol0MBqNKC0tZRs0IyMDb731ViirOyoRCrFSIfFpKZ9aL6t2kZGRHs2fZGTGOkPVpNI0jQsXLvh1Xl+C/owWJk+eDKvVKpvFDhJuP+Kmj8nIyHAzQQwXwWc0IcwR7+ubS54b9/mpVCqf41wI5wbh8mzFfD7ZxXVZqh0y3qMfE+S2DjQrV67EypUrJfevW7cOADymQQWAU6dOYcuWLTh69CjS0tJEy0RHRyM1NVV03+7du1FaWora2lp2Ifjll1/G+vXr8eyzzyImJgbbtm2DyWTCu+++C61Wi6KiIpSVlWHLli3YtGmT3/Oa8vJyXL58GVdffTX0ej1omh7U3CikarRf/OIXuHTpEq6++mq88cYbmDdvHrKyspCcnIyCggLceeedqKiowDvvvIODBw9i6tSpoazuqEQoxNok/GakfWo9p/RJTU1FRkaGnJ9WRkYCMWsGf1LOSAmoYh8EorUcS24BGo1GFmiDgC8pfmQCB/s++9jGYibF/mlq+eNKuMiLLk2iu/mxJ9PHzy4046f/PIVv//5rPPKvU/iqvC2Y1RyxnG9kgg1KGdmx3TBM+sNIoKenB93d3ew/T/EJhkp/fz9uvfVWvP7665JCKwD86le/QkJCAmbMmIFnn32WZ1p88OBBFBUV8SybVqxYAbPZjOPHj7NlFi1axHOVWrFiBRoaGrwK3Vza29tx7bXXYuLEiVi1ahXrQnXPPffwNMO+EvJAUcnJydi8eTM2b96Mzs5OVFdXY2BgAImJicjLyxvT/mDDwaVmfvCZTf8oQYRGCZVSgY3XTsTqaeKrPASlRgPYgNoO8Uk4RVEeXywZmXCmrdeMt/dXoNdkQ3K0DvctHg+tKrCmu9wxjsQSkBJq/UnrIyYsT5o0CadPn0ZOTo7/FZUZk0i5kFitVreJbaVk9HwZX2joHMClFibYm1AzSp6ClMa0oKAAFy9eZH+bTO7Rivv7+922SdHWw/efCxtNrUNaU+tJ8P7JP07B2M/4hx+vNqKkthO7Ny4KWj1HKvGRTGT4ilbxd5nyoa1l+AiVOk8++SSeeuqpoFxr48aNWLBgAb7xjW9IlnnooYcwc+ZMxMXF4ciRI9i8eTMqKyvxzjvvAACamppYX35CXFwcNBoNmpqa2DLCeQQ5pqmpyS3wnKf6qlQq1NTUYPLkyez273znO9i4cSNefvlln85DCLlQyyU2NhaxsbGhrsaYIkrH7wItPa4VpPeP1bJCrVSgqB4rBVDAhSbvkVllZEYa7x+tZVNeAUBRRgyWTk7xcIT/cIXaiIgIAEBMTAw6OzsBMIGnSCTklpYWN3MifwIzaDQaxMfHsxpbGZnBQhZeuP0vLda/yLwyfHaecQV6K23oxsJ8V2Az8u2VetsjIiIwceJENhd1RkYGc5yPigFi7tff34/e3l7Eq/iLGeFi2ivqU+sltgcAdA3wU1L1meV0g2KQJpybKx6QzBX9ODz6w0igtLSUfR+B4EXg/+ijj/DZZ5/h5MmTHstt3LiR/XvatGmIi4vDTTfdxGpvAfFxQ2gSLCzjcpXwXRm5e/dufPrpp26BNSdMmCAZu8ETchSfMQ4ZwJYUJOHD+xfggx/Mx6ZlTHJ6q83BKcf36yHML8oHAGhVcleSGX34mvJqKIhpwriLe9yIvUS4NRqN6O7uRk1NjWiqn/Hjxwe8njJjE6kJitFoBEDDMeDKjTyGXLWDgpnzzSWuQTExMQAAEh+KphRITU11s4CiKIrnVkDGFV8XvU6fPg2TyYQLFy6gqakJ3V1G3v4wUdSKmx+TtvGjkuEipIcbbPwUL9GPw6U/jASio6MRExPD/guWUPvZZ5/h8uXLiI2NhUqlYhevv/3tb2Px4sWSx82bNw8A49cKuNIScjEajbBaraw2VqxMS0sLALhpeT3R19fHLuZzaWtrG1Q7yZLIGIeb8604Kw6zsuMxwZnAXGzQF45zmfFMWaH/jYzMaMAmiA4u5XM+FMQmD2q1GkVFRZg+fbrbvubmZlRUVODSpUtobW1FRUWFW5m4uLiA11NGhgsJAOgYcC2q2OXvQMAgwkV0dDQmTZqEwiImpoiDZrSwGRkZmDJlCpKSkpCfn+82jvjrN2+z2Xg5nVub+RPWcBECPQWK8qeK8pxFHG/CKhtHZRjqIuMfjz76KE6fPo2SkhL2HwC88sor2Lp1q+RxRLNLrMDmz5+Ps2fP8lIE7t69G1qtFrNmzWLL7Nu3j+eLu3v3bqSnp/vl3nT11Vfjz3/+M/uboig4HA68+OKLWLJkic/nIcg2aGMcMVMepfNv7qDPBooSmB+TsuHywZORCSTCQGrD2c/JKqVQ+1BXV+fxODnHt0wg8SQc0TTgsLp8N+XvwNBwSLRfZGQkuqxOP3tOEZ1Oh6ysLF7ZGTNmwG63Q6NhfCO5eYb1er3PQegsgmA24edTK2J+7KH/CfdIZXoY67CuZhIWpC5Nrdx+gaa3t5fVlgJAZWUlSkpKEB8fj6ysLHR0dKCmpoa12CI+9MRyQ8yCAwCysrJYH9eDBw/i0KFDWLJkCQwGA44ePYqNGzfihhtuYMeS5cuXo7CwEOvWrcOLL76Ijo4OPPzww9iwYQNrOXLbbbfh6aefxvr16/HYY4/h0qVLeO655/DEE0/4ZX784osvYvHixTh27BgsFgseeeQRnDt3Dh0dHfjqq6/8bkNZUzvGIR8Ibh9UKYlQ6xq0XCYp/OMVCmZ7MDRYMjKhxteUV8HE32B5UiH8ZWQGgz+5xg3pvgUHkRGHO7oIZQY2pY8XYUKpVLICLQDWNx9wX6CYOHGiT3VhruvxssOGp+jHUm3jcNBu7WmX5yyiSCkwCKxvt9x8AefYsWMoLi5GcXExAGDTpk0oLi7GE088AYDxmS0uLsbq1asBAGvXrkVxcTHeeOMNn6+h1Wrx/vvvY/HixSgsLMQTTzyBDRs24L333mPLKJVKfPLJJ9DpdFi4cCFuueUW3HjjjXjppZfYMgaDAXv27EFdXR1mz56N+++/H5s2bcKmTZv8uufCwkKcPn0ac+bMwbJly9DX14dvfetbOHnyJPLy8vw6FyBrasc85AOhpLiaWmYS02+xo7aDiZbY3mtxOxYA1M6y8qqnzGhEaKIWbPPKQKx+y0GgZAJNZGQk+vrco6EKe2trf/gE32ntMUOtpBAbofFeOEzwJLAO1uwzLi4O3d2M33NKSgrr9zZp0iSPqa6EVSF16+q34kx9F+bkxkOjUqDbZMWRig5EaJToNtmgVSmwID/BY5R4mqZxtMqIrgErrpqQCJ3a94jy1e1MPxQzP+4x2TBgsUOv4Z9PLIBUj9mGB987iV99e5pb+bGMlAKDQLY//M9TuLE4Q7yQzKBYvHixxznA+vXrsX79er/OKTzfzJkzcejQIa/HZWVl4eOPP/ZYZurUqdi3b59f9REjNTUVTz/99JDPA4SRUNvc3IyHH34Ye/fuRUtLi9uD8DVhuIx/iCXaVju/FuUtvbjq15/zygu1RsT8uKS2M4i1lJHxzsHL7Xhu53mYbYEbK5q6+Gkxfv7vc7htbjbb72VkxgIGg4En1B6r6sA7+yvQhFheuSNVnbDYHNCEOHDgXw9V42c7zkJBAX/53lxeFGExHA4aa98+hOPVRlAA7l6Yg8dXBye3+uGKdvzovZPoNduw9oosPLHGdR1Pa8NkxLE7aDgcNM9lyBNcTbtGo8G0adNgsVhYgTYmJoYVerkIq9LRxyxsf/dPR3G82oj7F+fhkesmYdP7p/C/8828sg8uncAGnBTjRE0nbnnzIFP2mnxsWl7g070AQKczinG/1TXOR2pdU9ld5xrxzWJ+JFVhwD/CR6ca8K2ZGVhckOzz9Uc9rKZWnPzkKOy/1Aa1Ujb0lBk6W7duRVRUFG6++Wbe9n/+85/o7+/HXXfd5df5wkaoXb9+PWpqavDzn/8caWlpcn7aYUIs6ELROAMmpkS55Z5VKSlcNyUVQCu7rbOf+dDlJLhHL5ORGU4+OFGHM/VdQTl3XlIkLjvz9pW39KIg1b8gLMOJPHbKBJu/Ha5BXacJQBMUai0mJ2pwrrEHFEWhz2yDRhVa7egp5yKrgwbONXR5FWpbe804UtnB/t55piloQu0XZa1s6rx/l9TzhFpPNp1xka42bew2ISNW79P1iMkxMUlWq9VQq9Xs/vz8fJw+fRo2G1/wEwrYGqcQc7yaiYq8u7QZj1w3CfWdA6AddtB2KxRqJqVTY6dnv93GrgHO3+75dD0RH6lBdXs/0gyu9FFJ0a4oqb0iAizX4ubNdbOQFK3Ft373NbNPNkPm4c2n9t6rx2PrV1Wy/7xMQHjhhRdEzaeTk5Nx7733jlyh9sCBA9i/fz9mzJgR6qqMKcjAxF31jdGpPSYlP37cJdSOT4kFUAf5uyATakhfvn1uFptfORDE6jUoSI1G3mM7AQBWe/BMkKWC8lAU5ZNpssFggFIpm9LJBBah6XGfxSU4KHTR+Pn1+Vj7NmPSFg6fAq47jC9zb6H7TDCD4HBNjIXX9VRXtVIBtZKC1U775Q+qVqsxffp0yXGBoihMmDAB58+f5++gadB2GyilWrSupI3sDgcsLZUAAFV0IpSRsV4FHu5+f4UjUjxaq+ZtXz0tDZ+cbhRtQ9LkSgWFFVOYQDozs2JxoqbTY27bsYi3XKPESskqR4+WCQDV1dVsECsu2dnZqKmp8ft8YSPUZmZmytHUQoBY0AV/0GqYLiSncpAJNWT8yE2MxII8z5qZwZARq0d950BQ/MenTZsGs9ks6eM2YcIElJWVeTxHREQE8vPzA143GZlx48axKXwAvhbHYeqFSgkoNIzmMBy+4zY/hSahkBhMJRS3eYR18xYESq9Wwmq3+Z2OxpuffUREBHJzc1FZWcmrJ223s0Kt1Deeq+m09bRBGRnrdYzkHmP1s7FJ/xLGLyNdUqwNyTZ+7BAS8Cj0/TWccAWKEkfF5j+GX2bwMjJiJCcn4/Tp025pgE6dOoWEhAS/zxc2RvGvvvoqHn30UVRVVYW6KmMKWsT82B/IACeb8MiEGjI3Cpb5LYkKHowFHLVajaioKMn9YvsKCwuh07lM8GSzY5lgwe1nAD8yqsNqYnILWhiT0nCwSrTz0tF5r5BQ6xRM7R23PkKrD29XVTlNgINh+mky8c2AHaB5ko1QUCXjjZsG12Zh69fX18fLY0nga2r9G09piXGeDaQl0jTketxDyPHh0F/DCbY5JD4n3HgScoBQmaGydu1aPPjgg/j8889ht9tht9vx2Wef4aGHHsLatWv9Pl/YaGq/853voL+/H3l5eYiIiOD5fABAR0eHxJEyQ8E12Ps+IdbpdOwHUM5TKxMuiPmHBxIVyd8cggUc4fuZlZUFvV7PCwIjC7Uyw4XwHVOAcuWvDAMDZO476sunSfj9Cq75sfR1uVpGsTqwpp9BGIPi4uLQ2NjIuT5gba+DMjIOCm0ErDZx4VN4D5a2Gljt42AymXDhwgUAwKxZs3hluMKQv+MpaSPhaOcprQ/Z5E8aoLGKt5Q+aiVXqHVAEz66MZkRyC9/+UtUV1dj6dKlrEWJw+HAnXfeieeee87v84WNUPvqq6+G5LrPP/88tm/fjgsXLkCv12PBggX41a9+hYIC36PxjWSauvnCqS/ExMSwQq2K/cjK5scyoYUNcBGk8xOrBDKJczhoGPvFU13xjlMqYNCrvZYT0mOyorPfyv622R2spiYpKQmALMjKhAZhv6MojtlXGMgI5xpc0Xx9EVqauwVaymEyP7Y5aJTUdoICEKVTeW07VRAXkfV6PeLi4mC1kjHH6TPbZ4S9z4izZ07hmzNdUYXLW3rxyp4ydA1Y3c516twFvPqxBfPTVIjSqfDB8Rqca+hFRVsvitINvIB+Zc09eOnTiyjKMOC6olSv9ZRymaI8aGrFFjzJ8fKCPB9vKX24c8XuARsiNGEjRsiMQDQaDd5//3384he/wKlTp6DX6zF16lRkZ2cP6nxh0xv9jXAVKL788ks88MADuOKKK2Cz2fD4449j+fLlKC0t9ZjDbbRQ4YzoarYOTihVOlftTtUFJ+qsjIyvuHytgiPokY/55dZezM9LwM1vHmQjgXrjsVWTcO/VvicSr+3ox7JXvoSJ814WpERj14+v4gkUXE2t2Wz2+fwyMkNBzPTT5dM4/PXhMmCxo54TfdfhpUIDFjvW/eEIb1swtXfCc9/4/75i/06MckXx1YsIC0QQ+9uRajw/blrA6zZ+/HhWqBU226WmbjZvPeE3ey+JnqemuQO/+bgDXQtyMD8vAT/8y4dQxSRBGWHAFxdbeWWr2vvx+uflUFDAiZ8v85pX2BXIiL/dk6WAWEBMl0+tx8uNObz51HLzD3ebrEg16CRKysj4zsSJEzFxonQaMF8JG6EWYHLR7tixA+fPnwdFUSgsLMQNN9wQ1Gieu3bt4v3eunUrkpOTcfz4cVx99dVBu264kBStRX3nAFJitN4LO4mJiUFLSwvjR+X8WIxPGv0LADLhDXHNCpb28nJrLwBAqVDA7qB9FmgB4EilEff6MZyUNffAZHWAogCdSokBqx0Xm3tgtjmgU7vGw97eXvbviAg5rZbM8JAYpUFlmysiMkWBnQWH2vy4x8zXHHoTstt6XYtBt8/NwrbDNUHV3nHNiklans5+C/osdl5dbpuTJXnscLhACIXvaJ0anf1W0LQDNmMjFLooKCMMuGpCIqLT+qEAhbhINSx2GgcutaGirQ+9Zht6TMzzsHW3QhlhQFZ8BK6ZxOSFNdvs0KqU+MuhatgdNHpMNh+EWub/Qk2twoOPrJh21+VTK0u1Ynj6jCZEatDeZ5EXBGQGxaZNm/CLX/wCkZGR2LRpk8eyW7Zs8evcYSPUlpeXY9WqVaivr0dBQQFomkZZWRkyMzPxySefIC/Pdy3HUCARHuPj4yXLmM1mnlakp6cHAGCz2TimO6GBXN/XeticZsMJkSqfjyGREnU6Hc40MhMbq80R8nsfDvxtXxn/GEr7koAjDrs9KM9nSUESdp1rhsVqhcnsMjs+8fg1iNaJD6UfnKjHox+eg9XPOpmdKVOKM2Ox9a6ZmP6LzwAAFosVSri0t9xz+jL+yP03uIzm9qVpGna7nf2bi91uh1LPpKOyWoP3HfSlfc0W/j6bl3ePlI/UKnH3AkaoddB00O6BjFMPLB6PHy9lopW/sOsi/vBVNVvmvqtzoaIcsAosqO6Yl4lff3rJ6z0NBXJeu8ClyGKzw2qzwtHfBYdlAA7LAJQRBtw8Mx0pAi+M7n4zKtr6nGMSP2/s1IwYPL6Sr5H55/Fa9JntMFusXu/LQYuP87Rzu83m3jYW528F5bo/ytmHrcM8bwv3MYK84w6H9JyOCLwWq/fnNdyEU/sKcz/LMJw8eZJ9PidOnJBURAxGQRE2Qu2DDz6IvLw8HDp0iBUo29vbcccdd+DBBx/EJ598EvQ60DSNTZs24corr0RRUZFkueeffx5PP/202/a9e/ciMTHwqUQGw549e3wqZ+xUAqBw4tgx9Jf7v+xW3QsAKvT29WPnzp1+Hz9S8bV9ZQbHYNq3qUkBQIHSc2exs+1MwOvU4jz/qbPnoG85CzJ87t2zGxoJY5KzrRQAJZqaW/x6P0rameO6jEbs/nQ3e61dn34KLedatbW17AJbVFQULl686NP55f4bXEZj+3Z0dLABGzs6mHeBcODAAdCWCFAA9n72GeJ9N/wZFJ7a12gGuFObS+WXsdMqbiYLAM0DTHnaZsO+L74AoILVagva96yyimm7y+Xl2Glm0nRVVfPb8/Jl8TpfbGDGhdq6euzcWRuU+rH1rKwE4Bps6usb8Nnez9wWNEpOHEdk52XetkbnWFlb1wBtdz17Hpqm0djQgJ0763jlaTszD/nsiy+Qovdcr+4epuzhw4fRccFVl/o65poXLl7Azl5+zt2GPgBQwWqxsM+1tZUpX3LqNHSNpzxfNAiE6xhRxfbPy9hpEX9vLGbmGezbvx8VYWqkFw7t29bWFuoqhCWff/45+/cXX3wR0HOHjVD75Zdf8gRaAEhISMALL7yAhQsXDksdfvjDH+L06dM4cOCAx3KbN2/mqczr6+tRWFiIpUuXIiMjI9jV9IjVasWePXuwbNkytwjSYrxW/hXQ34cF8+Zi3nhp7bQU5xq6seXMIWi0OqxatWgwVR5R+Nu+Mv4xlPb9yHgSMLZi2tSpWDV7nPcD/OSz/jM40d6IgkmTsXRmBnCEGZhXr7oOaqV4BEjH6Ub8tfwM4uITsGrVFT5fy366ESg7g+SkBKxcORM/PfI/AMC1y5bztMInTpxg/46LixNNYs5F7r/BZTS3b319PZqbmwEAn3WeB3pccRSuvPJKvHb+MABg8eIlGBfnRTIZJL60b33nAHBiP/s7JzcXq66TDvx4sakHKDkIvU6La66Zi2dO7gelUGLVqhUBrz8AHPqoFF8112HixAlYtYSxQLv4v3Lsbahgy0zIz8eqa91zTjd/XY1/V19EWno6Vq0KvE8twLRxeXk5srNzgAaX4Jycmoq58+YCJ/fxyl8xexbiTWm8bTVHanG4tR4paWmYnBsHVDJRkEE7EBsVgVmzJiElJYUt/8zpL9Bvs2DBwqtQkBrtsX6/uXQAGOjH/PlzMSfHNWf5+t/ncKilHhMmFGDV4vG8Y8439gCnmWe8atViAMz3orSzFUVFwfleSBHuY8TRj89jf3MtJkzIx6ql4nnPnzv7JbqtZixceCWmpMcMcw09E07tW19fH9Lrhzs2mw06nQ4lJSUeFYn+EDZCrVarZc14ufT29kKj8exjEQh+9KMf4aOPPsK+ffswbpznAU6r1UKrdS1Fd3czkRZVKlXIXyKCWq32qS7E10Sr8a28EL2WeTY2Bx029z4c+Nq+MoNjcO3LmKqoVMqgPBuNM0CGAxSgcGkw9FqNpJmMTsPUw0FT/tWJYoRktUoJrcZ1nFIwxpAQ+IB/bSb33+AyGttXq9Wy/Y0GBVVMEmzdTNAflUoFChRoDM930FP7KpV8s0OKUniuj/NdVikp9l2jaQTvHpzvtkrpGqc0ar6ph9QYpnaOQTT8HE8GU01BLBMHDag1WrfIShqVkjcOAYBayRkrORpoa3st+gyxaG6OQ2JiIpv/mOQAh8KXsZspq1bx+4DC+RwphfvzVjjro1C42k3pDLJHe+gftR39SI/V+5UdwlfCdYygnP1TqZR+FuR712sJ33lfOLSv8L2Q4aNSqZCdnc2avAeCsEkwdf311+Pee+/F4cOHQdM0aJrGoUOHcN999+GGG24I2nVpmsYPf/hDbN++HZ999plXTcdo4XBFO7777lE0dDFRIlXKwQ3aZLBv7/Oe2kRmdGPss+B/pc3Y4/zHDXoyHLD5C4MUKIq8Ixcae7D3PKOxUiooj9cj78eRqg50eHhHGrsG8O+Sevbf0SomCJVKQfGCm3iK5BrM3JoyMlFRUezfrb0mKCMMvP2km4Y68I7w+p+WNnksX93ORPRVKRTsu2axO9DYNeDpsEFDi6SXEVp6SMlQCg9pawIJFZWAdw5U8baVNnbjZx+egb2PHyBPJVJXkhXhWFUHth2uYbfTdpePIVeJQdKltfrwzZDKR05+i7VNS4/JWYabp5b5+2c7zoqmJNx1thFX/fpz3PvnY17rNJpgU/p4KENSQf7ovRMeSsnIeOdnP/sZNm/ezLq2DJWwWUb47W9/i7vuugvz589nV1dsNhtuuOEG/OY3vwnadR944AH87W9/w7///W9ER0ejqYn5ABoMBuj1wTGhCgfe2leBzy60AGAmI8nRg3OC0qldH2OT1c6LzCoztlj/7lGcqu1kf09IjsKeTcNnkk7mMsKomIGCpDL46FQDPjrVAADQSJgdEzQq1/67/ngE//nRlaLl7vrjEZQ197pt16oUvMmbJ4FBFmpHNo1dA/jlx+dx29wsLMwPj9gMXKKjGbNQs82OOqMJWkFKUZLUJ9TdULjuU9sxAKvdIeki8KeDVQDcv18vfVqGl2+ZHvD6sSlTOONUhMApXy/xHSUpaYK9cLC/2dVWGiUFi51GfacJjb2X3crGR6phGRBuYyy42notaOvlL+blJjJOmDU1NWy+bZIn+HJLL5YUJHusm0Ok/QBu9GP3trHYmG2NXa58xFdNTMSuc8x8r6XHzEaiJryzvxIAsNc5TxoruPqn97LG/tAHY5IZ2fz2t79FeXk50tPTkZ2d7ZZKleti5QthI9TGxsbi3//+Ny5duoQLFy6ApmkUFhYiP1/cpj9Q/P73vwcALF68mLd969atWL9+fVCvHUpMNkbdf8e8LHx75jiMixtcOpB0g+tDMGCRhdqxTL2RmdmMT4xERVsfL1fkcMBOdoJ0/ptnj8Pl1l4MWFymMiunpnk4Apibm4CJKVEoa+712B7N3YyGojgrlp3gqpUKfPfKXFAUBYpiJhueMo04HIPLNS0THry8uwyfnGnE5xdbUPrMdaGujiS9JhtroggAUc7+St67UC+tiAk1noRalVNQvK4oFQa9GnNy4nGkqgOd/cGxPnJpGl0j1Y0zMlBnHEBnvxUxehW+NVPcBYoscAUz5RAAWBzMhRIjNXjh29NwvMaI1m4z/nWCCfAUF6HGXQtyMG/OFchPjkKpIB7O4olJiNIo0WtmNLMKBYX0WD06ei2YnRPndr0ZmbE4Vm30ycqG1SRK5akVFfiZbbOzXde+fW42frbjLGha/JhgLY6GO6QlqKB9SWVkXNx4442gKCpgi/JhI9QSJkyYgAkTJgzb9caqdoPkuZs3PgHFWe4fGV9RKFwTbqs8qR7TkFQVT94wBXf98QhsQZ54CWHN+oLkVDEl3YC/fG+uX8foNUq8cccsXPPyl2z6LDHIRHfLLTNYTQYXBUXB7nTLkKK/v9+vusmEF+camNgM/ZbA+RcFAxqu9CkAcMOMdOaPcDE/do47UVoVK1R5GovIPqId/84VmThS1RG08cshogmLi9Tg59cXej3WUy7WQKLSx4BSduOmWeOQatBh9dQ0dA9YWaE2QqPEtZNTMGtiEo4fP+5+vFKBeXm+WxtkxUfgWLWR/YZ4ghSRylMrKtJKaB81SgXMNoe4dcEYlen80dTKyAyW/v5+/PSnP8WOHTtgtVqxdOlSvPbaa0POIBNSoTaYCXhlPENWelUBkADUCgUsdkfQV49lwhuyUKJzmtwOd38gH+NwW2En75inSTKZiEv70gF2eJ7MyjnxRjZBiEUTFGiahjounf1N3jdNTCJsCB/zYzUnTgQZm8Qgi03E/534ztuCtEhLNI2Ded4Kj9rIwEFTCmiScqBQuK6j4FTYw/rcoHC1uff7IvcubD5PPt2s9lHwbfD0qRgp72Pg8e5TKyMzVJ588km8++67uP3226HX6/G3v/0NP/jBD/DPf/5zSOcNqVDLTcB78uTJUFZlzGFlhdqhD11K54zb08RBZvRDJiTEBN3uYDSLwQrcJCTUGiIplD5M2BxeBHKmDemwvUeZoRNmazGizJo1C7UdfVDs6mS3kXprYuLR329FqA2QyTuiUjL+6A7as4BqF3wLiXAbrO/ZUBbfyDH2II8DZDzizg844QECPg6RSMR2H9pcKnYCMZcVG2YdEoKwJ8aq+a2sqZUZDrZv344//OEPWLt2LQDg9ttvx8KFC2G326FUDt6NMaRCLTcBL/dvmeBDzHyUg4x6zIV8+Ibb3FQmvCATR65ftc1B8zQmwUTMVy0cUDvfD0+aa7buEotMvvjSTZo0aZA1lAkHRs4kWqjtonhbQ/0Z4EbHVflgRUS+Wyqnz60vlhVDYSha1uEyPyayZW5BIdLTdVCr1Si/XMnu90eonTBhAux2OyoqKnjbuWkRyRzC6sONuaLc87d7in4sJahxg5t1DVhxssaIhfmJUCsVvEjMu842YnFB8piIGSIWyExGJtDU1tbiqquuYn/PmTMHKpUKDQ0NyMzMHPR5w8an9rvf/S5+85vfsBEWCX19ffjRj36EP/7xjyGq2ejkbD3jv6UOgPkxEYy3flWJtl4zdp5pwv5HliAzfnDBp2TCm9qOfvz1UDXMNr72w+qcCWk5S/pP/+ccz8Q9WqfC3Qtz2eiYgeRQBRMSPtyEWiVHqH3hvxd4E6sZmbFYMSWVo70RPwe5p//3eTmSo7W4dW4W0gx6GAwGdHV1AYBb1EAZmeFA4RQMhivdjBgVrb14/MOz6DZZMWC1s/UhVkRikYybu014+j/nUNnWB8AlWJH/H6/mp64ZKl9cbMG2wzU4XdfJ1s9fyFC6r6wVBT/7L66dnIIIjRIPLp0w6O/tu19V4sOT9exvmqZR0cPUTafRIC0tDc3NzbxcrSSisS8CekxMjOh27nhFzv3+0RpsWjbR4/lIUD03oZZzjkdX8hf4pIIfscGlQOP//nUau8414WerJ+Oeq8ajvMUVjf6+v57AT1cU4IElwQ1cGg7QflpaVLb1icaBkJHxhN1uh0bDnweqVKohu1GFTZ7aP/3pTxgYcI8OOjAwgD//+c8hqNHoJt2gC9i5iIDy54PV2HmGCZH/03+dCtj5ZcKL331Rjjf3VeDdr6t4/wDGjy0uQsOmevrroRpemdc+K8c/jtUGvE5mmyu4ToQ2vFbT9RolO1F+48vL+P0Xrn8PbDuBHpPVq5Y5WsesP/79aC1++1k53viCSa2RnZ2NpKQkTJ48eRjuRCaYnKnvCnUVfIKrpVOodRgXz0TA5woIw81/zzbhYEU7zjV0o6KVEVIzYvXst+mDE3Vugdp2nW3CzjNNbGCuVOc3MSHKNdEyWQMXtOuVPWXYU9rMCmWJg0ijFx/pOsZsc+CTM4345/E6vHekxsNRnnn988s4VdfF/jtd3w2znXmY4+KYZ6tSqUStSIRCrTBbhXDSKnUs6TtSEaq5xEaoncfzt5NzpMe6p2KUCiLIvSOS3uevh6oBwG3htbUncHnX7Xb7oDT2DocD7e3tqKqq8hrt3mq1or293e+o+P6aHzcMc5aD0cy+ffuwZs0apKeng6Io7Nixg7d/+/btWLFiBRITE0FRFEpKSiTPRdM0Vq5cKXoeo9GIdevWwWAwwGAwYN26dejs7OSVqampwZo1axAZGYnExEQ8+OCDsFj4EeHPnDmDRYsWQa/XIyMjA88884zP/Zqmaaxfvx7f+ta32H8mkwn33Xcfb5u/hFxT293dDdoZ1bOnpwc6nUvYstvt2LlzJ5KTPectk/EfYuVDPhBD4e07Z2Ppy1/yth2tCuwqt0z40G1iVtKunpiE6eMMvH3FWbEwRKjx9p2zcaSSn0x7X1krTtV1odcU+IBGXK3x/PEJAT//UIjQqPDarcVu78TWrythc9Dot9glTeoIr36nGJ9fbMHpuk4cquhgn4FarUZWVlZQ6y8jw4VrIfqj5YWYk0OECKdpbAiC4JP3/9rJyVg3PwcUmLGos9+Kq37NuDbZHDRUnPUuq1PIvSInDo+vLkReUhQAYHKaS7MYSBNkokHecFUuZufEY+kk/+c1V+Yn4sFr8vHbz8oBANPGGXC6rmtIEbMtzgXB5745FakGLWw2O44dO4ZVSxZiujMzQlxcHKqqqtyOFQpMBgP/e5CXl8f+nZ+fj/LycvY3d/K7Zno6tn7lfn4xSFA9YW7fq/KT8OaXFaKm5qygJmHiz52HE39lshB57eQU/O98c8D8iE0mEyorK3Hp0iVMmTLF5+PMZjPOnTvHtlt0dDQSEqS/dadPnwYAdHZ28p6DN+SUPqGjr68P06dPx913341vf/vbovsXLlyIm2++GRs2bPB4rldffVXShPy2225DXV0ddu3aBQC49957sW7dOvznP/8BwMheq1evRlJSEg4cOID29nbcddddoGkar732GgBGdlu2bBmWLFmCo0ePoqysDOvXr0dkZCR+8pOfeL3Xu+66y23bHXfc4fU4b4RcqI2NjXXmYaQwcaK72QlFUXj66adDULPRjbdJtD/kJUWxaX0I8nA4eiEaj+WFKbhjXrZomasmJOGqCUm8bQMWO07VdQUl9RM3qIvGh9X+4Wbl1DS3nLZ/PVwNi80Bq93hNVDU/LwEzM9LwB8PVOJQRfDSjcjIeIOdVOtUuHVOFtramCSlodTUkhgRmfERWDTRNe5wNX/Cd4YIP5nxEZiRGctu576DgYzgTq5/7eQUzB3kwptSQeGGGRmsUDspNRqn67qGVE9y7JX5ichKiIDVasXAZRpT0mPYSbFCocCUKVMQqz+MzgEre6w3LWBEhMsk2mAwIC0tDUajESaTiSfUKv0wXWd9oAVqV6WH2B7SuW3d0wCRYFWkXTQq7zER/KG9vR0A0Nvb66Ukn/7+fl6b+aqB7ezsRHt7u0cBmIu/mlp5rhc4Vq5ciZUrV0ruX7duHQCILjBxOXXqFLZs2YKjR48iLY0/7zh//jx27dqFQ4cOYe5cJkXh22+/jfnz5+PixYsoKCjA7t27UVpaitraWqSnM5HuX375Zaxfvx7PPvssYmJisG3bNphMJrz77rvQarUoKipCWVkZtmzZgk2bNnn1yd66dau35hgUIRdqP//8c9A0jWuuuQYffPAB4uPj2X0ajQbZ2dlso8oEDm+TaH8haX0IYebWKBNAhNFCfYX4XvsS4dJfSJAqipIOthRuqBUULHD5IgPe30cSdMtTzlsZmWAi9e3wFKgn2JBFLeGYxPUDFY473u4DCGzqHLsgINVg4Qbe0zpVz0NZ5CLBmbwFjdTpdNDGJgEDDew2u92lIdbriRk6BZqmMW3aNLdzpKenQ6fTobKyEjRNw2g0IiIighMAy/t9uAJ78eur8jA2SgU/otj9rusSTS25DlkkDdT6BvdaPT09bnFkpBC659XU1CAuLg6dnZ3Q6/XQ6/VQOAV9Yb81Go2+C7VySp+A09PTg+7ubva3VqvlBUoLJP39/bj11lvx+uuvIzU11W3/wYMHYTAYWIEWAObNmweDwYCvv/4aBQUFOHjwIIqKiniy14oVK2A2m3H8+HEsWbIEBw8exKJFi3j3sWLFCmzevBlVVVXIzc0Nyv15I+RC7aJFiwAAlZWVyMrKkiOuDROsj0mA2psE5CDIpiujF/KxV/opPAYzSjaZMAYi8NlwQdrPypmEeWtSZZAjs8rIeEdC68WJJDvcuMYk/vvPFXKFFiJEgFK6CbUUp0wA6yghePsLt34kdoF9CNYv/ixSUoKHy52oZ2RkAACmT58Oh8MBtVrctYnM8bq7u9njtamML64vQq1UfT1paskmtzsUuWUyHLs0teKC4mDhLgSUlZVh6tSpXn2PTSYTGhsb3fadOuWKXaJQKDBt2jQolUr09PTwynV1dfmeKsVPTa2MdwoLC3m/n3zySTz11FNBudbGjRuxYMECfOMb3xDd39TUJOrSmZycjKamJrZMSkoKb39cXBw0Gg2vTE5ODq8MOaapqWlsCrWnT59GUVERFAoFurq6cObMGcmyYqt+MoOH/aAHSAYIRL5bmZEBmZz5EtSDiytVRvDMj/0VtEMJ0dhYOP7A3rTM5D0LpFmkjIw/SGk4Q2l+TLRzwvRhlDMCst1Bu70zxDdTuA7GfQcDmY+VjHuBHKNYTe0grV9omvZPqFXxp4xc4Yn40yqVSo/Ck5jiwhUh3vf6CtuRLGiKBXSivbhbcVuvrdeM3/zvEhskTM1qaqXb+HJrL/59st7jYqNercR3rshkzY8JZrPZo1BbXl7OWzyQwuFwoLu7G7Gxsbh8+bLb/ra2NlgsFqSkpHgWop3/lxUTgaO0tJRd9AEQNC3tRx99hM8++wwnT570WE7sHaRpmrd9MGVc71no+k5IhdoZM2awqwYzZsxgzVaEUBTFW92SGTrkwxCozic0BZJX+YLHr3ZdwH/PuK/aDheNXSYAg9fU7jjZgAOX2kTL0DTQ16/ElosHfOpDNR39cNBAljOdxUhaXCF1/em/TrPbvFlOkPfsq3Lx9pMZHbT2mJE0iOi4wwEtofUiv8tbejFtXOww1gj400EmYq3YmESE2tqOfqTEuAJRsto7kXdOQTH7/RFqD15uxw//dgJqpQJ/+u4cFKS6zEotNgcb9djfxUBPEE3t9pP1mJUTh9vnisc4kIIrhAl9VMVQCJ46SSfmD+LtTbT8ntubRNkH3OtLxkazzYF+iw0RGtf01iWoCepC9gsu+8r/ypx1BaK0zHk8rSM+98l57L3Q4rHuANDc2oo1uXyBv6ysDKmpqTyhh4svAi1BpVKhra2N9bfNzMxET08POjs7UVdXB4BZiBBqDrn4opE26NXo4vhWy3gmOjpaMrVVIPnss89w+fJlxMbG8rZ/+9vfxlVXXYUvvvgCqampaG5udju2tbWV1bSmpqbi8OHDvP1GoxFWq5VXhmhtCS0tzDsg1PIOJyEVaisrK5GUlMT+LTN80BKr7YOlKMOA/RxBZZUgKI5M4PjD/kqe/3Ko8Dc3XV4yE12012xDr9lTBGQKbaZ+v85d08GUzxlB+fLSY/Vo6THjfCMzaYmNUPNy/IpBJqGJUeEp8MgEhu/96Sg++uGVoa6GKA7OajxXQGlwLnaFwoogIVKD9j6L6HtBLCFaBBo8KfNjgPkuOmjar0jOX1xsQXsfk/Li68ttPKG2os0VFIikyRksyTFaJEZpoFIoMCXDFW34vSM1fgu1fZxxWK/xbppKBWDRUGoRAfC+iMCNqE/SnBEmOL8vANDea0FEPGe/pHUBK9ZiYkoUypp7ERehZucv0zNj0dlv8Vo3Ejxr6aRkZCe4f4NKao04UdOJ+toaQMQss6mpCampqT6ZB0dFRUkGmVIoFOjr62N/JyYm8n4D7r65QtgFAA+P+u07Z+OWNw/yysuEnkcffRT33HMPb9vUqVPxyiuvYM2aNQCA+fPno6urC0eOHMGcOXMAAIcPH0ZXVxcWLFjAlnn22WfR2NjIBpravXs3tFotZs2axZZ57LHHYLFYWM3/7t27kZ6e7maWPJyEVKjNzs4W/Vsm+LjyYgbmfO/ePQd5j+1kfydGSZu3yAwNYsb29p2zER859JRMgyE5WofM+AjvBTmsmpqG/2262uMKr81mx8GDX2P+/AVQqTx/4P91vA7vHWFy3q6emoY752fzJnnhzh/umu1M88O8i1PSDV61OPnOiZtsCTG6IdYQ4Qg3OipXq7N0UjL2XmgJqU/t/Dz3YDhzcuNxpLLDTSihPXwDGeGH9ktTy9V6CgV7Yh4cG6FGpHZo0y6tSom9P1kMBQVE69R47ptT8diHZwZlgsyts9B0O1iICbVmEyNoeVsQIfV97ptT3Vw1VEoFIjRK0fRGUtkeuL9j9cyc5dlvTuUtyr+zvwKAZ19xUq9b52Th2kJ3LdXvvijHiZpOj+bJ/f39PgWNmjhxIs6cOQOr1f07euHCBfbv8ePHQ6FQsMGjfMWXLj8xxbWAEEgT/bFOb28vL+1VZWUlSkpKEB8fj6ysLHR0dKCmpgYNDUywtosXLwJgtKbcf0KysrJYH9fJkyfjuuuuw4YNG/Dmm28CYFL6XH/99SgoKAAALF++HIWFhVi3bh1efPFFdHR04OGHH8aGDRtYjfNtt92Gp59+GuvXr8djjz2GS5cu4bnnnsMTTzwxds2PufzpT39CYmIiVq9eDQB45JFH8NZbb6GwsBDvvfeeLPQGmEBHPxaafcnjXPAgz25GZmzYmihKkZ/s+aNttVrRdBaYmRUrGWiEcJizaj8uTj/oNBmhIiFKi+uK3D9AniB+Y7JP7egmnMdPqQVRMpGxh6DyxKdWzP2AaGKFr4zdg/8X5aPmkHc+zgWk0gdFagIz5TLoXWPj+CRGM2gdhPUO15/Wl4moghq66bTYdSrKy2DraQetdQmEYoGNXBGkxetKtrotYLiV4EPT0lF/2X7tYcxl+59EvQI5blMUhaioKBiNRgCMD7OYex7Rnvkr1HKvIwXf73xQp5cR4dixY1iyZAn7e9OmTQCYnK7vvvsuPvroI9x9993s/rVr1wLwP/DUtm3b8OCDD2L58uUAgBtuuAGvv/46u1+pVOKTTz7B/fffj4ULF0Kv1+O2227DSy+9xJYxGAzYs2cPHnjgAcyePRtxcXHYtGkTW+dQETZC7XPPPYff//73AJiQ06+//jpeffVVfPzxx9i4cSO2b98e4hqOLtiJSZB8EOWBLjjwcvuNIP/RYMCdwI6VtvAU4VNmNBH+z1dBUYiLi0NbWxvUajWUCu9mmsHCU0R2Mqd3CN4Z8lP0GD/yphK4QqWbptbhWegZCkTDOhiBidR5OMdPUfNjAPY+IxwJTFTW48ePAwAKCgoQFeXSClo9LF4A0s9NKveqy/hYuowvptGuxQFxAVKpoHhBrsQoKyuDXq9HQUGBVzNkItTqdDpMmTKFbS9evZ118VtT6/y/px7BjxAe/mPVSGHx4sUefZrXr1+P9evX+3VOsfPFx8fjr3/9q8fjsrKy8PHHH3ssM3XqVOzbt8+v+gSbsMl/UVtbi/x8Jqz7jh07cNNNN+Hee+/F888/j/3794e4dqMPl09tkM4/AiZlIxHuR3GMyHGScCcQQ839OFKQ89SODcJ5nsiacgKIiYnB5MmTMWXKFFeu0RAsuLApvUTGAakcqJ5ccMg2fwRFnqZWYAoczOjsQ0nz5XfO8QBUX1wz7hTM7XY2yBHgMq8kSEU+JpB5h7um1rN1AaOpFceXBQ5vae5USgqOgW6vAuDAwABKSkpc57XxY09MnToVAJCUlITs7GzWpLSgoAAajYaXRoUIxmJCrcODs7i3SNFA8HI5y8gMlbDR1EZFRaG9vR1ZWVnYvXs3Nm7cCIBJ+O3NsV3GP8pbethAQ4EyPxYij3PBgTtvGes5nblaj5EU9XgoyJrasUE4P12XRovpixERjG+9QsLM13UcjbP13eg126BVKzB9XGxAhDyapj1raiXqZbXRvP28Y0iKGZEPGU3TOFPfhT4z3+ST6wdd09GPo1Uu94hzDUwwuGDk0SZjX49JOvhe14AV1e1MwKBYvQadA4xWvd7IzK18XRQMxDdHVFPrvHyvsc0tomp/fz/bx0gbiy1eVFZWwtx0GWazDTQW8fa58tQKAkVx/nYJZ/wypC8crerAvX8+JnpPDZ0DznpJCLUKBWibGecaBvC7Ly5jorNYbGwsOjs73coT02tiYgwAU6ZMYU2KKYpCYmIiuy8qKooVePv7+6FWq3llhXgSRM/UMxGtfdXUfvfdY/j3AwsxPTPWwxEyMsND2Ai1y5Ytwz333IPi4mKUlZWxvrXnzp0LaSSt0ciWPWXs375EPJQJHxyy+TGLcgyaH5PJXI/Jhn8cq8UtszODer0/HqjEwYp27wUFJERqsHnlZBgiQhPIbKQTrtqPHpMVN73xNQDpoDtS2qi/Hq7Bz3ecZX//6Jp8/GR5wZDrVFLbyf4tJuyQsUFYr/+e9ZAWzVl097lm/GBxFG/XXw5V44l/n/NYpw9O1OGDE3Vu24Nhfkzur2vAiotNPbyoywBgttmx9OUv0NZrkTyHr4uCqTE6VA++qgA8p/Sx93eiqd3I29fc3Izc3FzUdvSjso0RzMXG+46ODleuZAn7Y+k8tbRk1N8kZ9DLlh4zdpe6p0LhIhWVPilaC3t/N4wAdp9vhTKTwrUAEhISRIXakpISzJw5EzU1New2nU7nVk6McePG8X6LaWp7enrc0r4QshMiUd3e77G/CN+zvxyqloVambAgbITa//f//h9+9rOfoba2Fh988AESEpigL8ePH8ett94a4tqNLnqdK8yrpqYiRhecSWe4TspGOtyJ2RiR4ySZm5uANIMOVjuNK/MTvR8wCuAGBvvvmcagCrUDFjt+8UnpoK0uZmXH4eYgC92jlXBVxJ+q7YLVaUqbn8wX9oigIWWyW+UUSJioyUBVu39pu6Tgaki5AZQIrE+koF65iZFo7DKJClkmG/ONNNvcA/AQwSouQo0EgRBT09EPrUohKtxQFHDn/MAHvOSmVjvX0OUm1Hb2W0UFlDSDjtXG3XKFb+/ppuUF+ElNBb45Y5z3whKItXdCpCtbQnVjO7I4aXGIqWxVuys1zZyceNFzK1ihlr+dZvcLNLWc8lL5l6+dnII37piFjj5pIQ8AchIiJFPKXTMpGY+vmoT3jtSioq0PVvdu5QbXDHkoREa618lkko6uTu7fU3o84aLCYIKUycgEg7ARamNjY3nRtwhPP/10CGozuiEC5zKR0PMBu0bQzjy24c7LgmU6PlLIT47Cwc1LQ12NYUWnVrpSeARZ8jHb7OxE75c3FvmsDd92uBpn67th8mXmJiNKuC4KkoBHFMWkFOPizfeQCLvRWhW6TTbY/UkC67FOzHnnS0Q/p7yYRRemx7htu31uNt79ukpUQCfb1s3LxqYAaJqHik6txDWTkvHZhRbRMYFs0zhzYJO8vV8/eo3f5sQzMmPxxh2zvRf0gJRPbaxejc4Bq5vJN9FkkvsoyohBXKR4ykBX9GP+dodDQmKFu0+tsH4qpcLvKPVCFBQwPy8RX5a1oaKtz6eFQk9+r/4QGRmJ7OxsaDQaNDQ0oK+vDyqV9NTftQAQkMvLyAwrYSPUAszg9Yc//AHnz58HRVGYPHkyvve978FgMAT92r/73e/w4osvorGxEVOmTMGrr76Kq666KujXDQXkoxxMoShM52QjHr6mVv7qjEUitYzLQLDT+nAnyLfPzfJ5AvxVeRvO1nfLfr9DIFxbjgw/RSI5lb2ZHxOBWKdWottkG1ReVdHzekmn4krp4/v1PPmuu/x3wyc4HVtfkTa1213BoLj3Mxj/2J6eHtHt6enpPp9D6roqNoqz+HGu+/DU7sw5rDZ+DlepiL68qnACoAUaknKHdFGy3EfTNMaPH4+KioogXNUF8b9ta2tDX1+fx0UzXwJFuR8zpOrJyASMsBmVjx07hry8PLzyyivo6OhAW1sbXnnlFeTl5eHEiRNBvfb777+PH//4x3j88cdx8uRJXHXVVVi5ciXPn2E04Yr6GDyhSA7zHhy4JnTySurYRDWEaKf+YONMhv2ZAKu8mKHK+ECYNp2nVHBEeJTKU0v6k07NLMoEqv+S80imeSEpfYQRcT1cXsUKie4SFitcBcE/drC43jn3+rLphALwwZAaB5KTk4d8Drb/SPQLb8+ZOTfz/05jJ2+7MLiZEE8+tYHAamWEbKWSAqVQsPXR6XSIi4vD+PHjkZiYyGYAEeLPooEnWKsFj9GPmf/7Mz8M0+FKZgwSNkLtxo0bccMNN6Cqqgrbt2/Hhx9+iMrKSlx//fX48Y9/HNRrb9myBd/73vdwzz33YPLkyXj11VeRmZnJ5s0dbTgGMWj5izzIBQfZ/FhGNUxpfchk2N8gXCSSqjVAmrixSLi2nOvb4b7Pm/kxEUq0qsAuyti9aE5dE3nx64n1bvYd86CpDaeI657eOba+AUh7JiUU+pMLVVKo9SSY22w+jUdkV0N9LW+7lEkt+cnzqQ2mUEtRUBlSYEjNxPjx46HX6wEAcXFxyM7OhsFgEA2MKuYXOxjIcxITah0OB44fP462qvOwtte67ZeRGQmEjfnxsWPH8Pbbb/Ns/VUqFR555BHMnj00Hw5PWCwWHD9+HI8++ihv+/Lly/H111+LHmM2m2E2m9nfxCTHZrOxg1eouOXNQ6hvU+LVsgPQqBT48dJ8XDvZtYpqd9A4UsmkGqAd9qDV12538M5tszvwm88uo6HThIkpUfj+1bkejg5fyD0F8znb7A58drEVxn73a/SaXWkb7HYb7KPMbXE42nfEQzMTErPN//fXn/Y1WZgyKgXl13UUzimkxRr68XC4CVT/pWk6LNvOamXGHwpi98j0yxc/vYgr8+LwyZkmdJtsmJcbj4V5CfjXcSYaMBFqT9YYA9J/j1Yy0bmVlHibUU5pZe/5Ztw+xxXg6HR9JwDx7zY5pq6jn91nttrx3rE6nKljjqMQPs+IvHNn6jvxySmmnRMiNZiZFQuTmQhU/GOk6u6pD9vtdrfcqYB7PlVPOBwO0fJE4DxW1YGmrgFolBRmZMZiwGLHy+99iq7Icex9COsmPKfwmZ6oJnMe/jOjOOUdznHVbg/8vKinpwc2mw0UAIU2Ep82Aa9ERkpeR9g+CoUiIHWy2Wyw2WywWCxu5yMWkQ6HAw6rGbTD4fM1HXbfywabcJpD+PNeyASGsBFqY2JiUFNTg0mTJvG219bWIjo6WuKoodPW1ga73Y6UFH7QpJSUFLd8aYTnn39eNIDV3r17ebnDQsGlZiV6rRRgYiJLvv7fE7BUcpKZd1EAGPOvkydPwF4dSJ2AqzvV1NRg584qV726KLxR6kofpG87j0TfItSHJXv27AnauU+2UXj3kudUS2qKxs6dO4NWh1ATzPYd6Zw3Mu/wuYaeQfcBT+37h4sKnO5waV5ou82v69TXKQAo8N9jZcjpvzCo+o10Btd/XeOn1eZfmw8XJe1M3+s0Gt3q19bAPHcAuPF3B0E7RYZ/HqvF8gwHyHfH3NsJQIEe0+Dvkdu+n55RAqBQ39gker72ZqZe+8vb8d6OnTA4Ywz1mZn2/ueXp6CoO8k75mwVc0xtg+ucwnG5sqwUOzs9p/YZLloamfp+eLIBH55sYLd/f5IdWiUNQIU+kxkxSqDNxjwXb20v1oe7u7vR0tLC26ZQKCTnSmLQNI3Lly+7bbeamef4j+P17LYrkhxo6qdQ20dB64zV1GVsc6s7qZfFwpyjpKQEkfZedv+pCmb75dp67Nzp0kKanNc8cOAAurqYv48dPYb+8sDaSnR2djJzzV4tACYw2X/+uwc6kRn4wMAA6uvredvq6uo8Bnfylba2NnR2diIuLo7NMAIARqMR7e3M4lCnsx1KTp4EVSvdDkpKCTvN9KWGxgbs3OmewiqUhMMcoq2tLdRVGHOEjVD7ne98B9/73vfw0ksvYcGCBaAoZqD56U9/OiwpfYQmMTRNS5rJbN68GZs2bWJ/19fXo7CwEEuXLkVGRkZQ6+mN5MltOHj4CMxxeXjzQDXiE5KwatUsdr/2fAtQWgIAuGLWLCyd7LsvjDceOrib/TszMxOrVk1hf39Z1gqUuiYOcxdc5ZZ6YCRgtVqxZ88eLFu2DGp1cNIhtRysBi5dREqMFkUikTkB4JqCJKyaPfi0CuHKcLTvSCeyrBW4cBLZ8RFYtepKv4711r4mqx0PHdzL2zYjOwGrVvluLfPx30qA5hZMzM7AqlVT/arfSGco/Zc7fiqVSqxatSLQ1Rsy1NkmbC07jYSEeKxadQVv39w+C468egA9Jhsr0AKAnaaQkJED1DHCxHNr5+Hmt44gSqvCqlXL/bq+WPu+eGE/+owD2LBsBlZNdY9SW9Dah+t++xUAYNb8qzAxJRo0TeOhg8ykVxHD/0YCQPln5fiisQJ5melYtWoaAKDzSC1w6Twy4/T4VnE61i/IRpQ2PKZQ4+q68PKeSzA5Ixtfbu1F14ANmQVTMTElCr89dwT9NgpvrpuNfxyvw4rCFKyYIp79wFMfNhqNqKys5G2bNm2a3wJXT08PaJpGeXk5u02V3o7/nmsGTQNtvRY0dJmgj02CzdwHwISp6VFIiNJhw1U5bil9ysvL0d3djT9VnkCP1YLl163Goul57P4/1R9BXV8nbr26iPfdfO7cl+iymLFw4ZX4pPUc0NeDOXOuwNUTAqucaGpqQkNDA1bHxuG6rZcAAFctXoykmAi3sn19fbh48SJvW3Fx8aACewmpr69Hc3MzkpKSkJnpSuPEjVvz3zamHWbOLMZKD1GfFy214c39lfj9l5VIS0vDqlXTh1y/QBBOcwjh4oRM8AmPERnASy+9BIqicOedd7Iqe7VajR/84Ad44YUXgnbdxMREKJVKt5XGlpYWN+0tQavVQqt15aHr7u4GwJhLh/olmp2biJbzgD2NEYbsNHh1UnI+PhpN8OpLUQreuRVKvuaRUipD3lZDQa1WB63+ZEK4MC8RW74zIyjXCHeC2b4jnYRoxg/LTtODbiOp9jU7+BOnLx5ejMz4CL/8aufnJWLP+RbQFDVmn+FQ+y8NhGXbUQpmHFcq3J9taqwaP1ySj+f/666dJxqdB5bkITWW8Q+0OwLTf4lP7fjkGNHzTUqPRWKUFm29ZiiUzDePG4xIpVS4HZccw7xjDnCeA8VooaeNi8XG5XyLslAzKzcRf7vXJYht+PMx7ClthkKhhFLJfPMz4/W4qiAFVxX4lspPrA8bDAY3AZb4hfpDfDwjlFZVVbHbrpyYgisnMnX7+FQD3thXAQdNsYHHfjQ/CcuvKBQ9H0VRUKlUrF+3SqPh1Z24GqcaIvjzEmd5pUrJOtMGax6nUqmg17nM05RK8etoNBq3NtZoxFMY+Qs5t/AexRYl1F7aIVatRqqBEcqF871wIBzmEIHQrsv4R9gEitJoNPjNb34Do9GIkpISnDx5Eh0dHXjllVd4AmQwrjtr1iw3U4U9e/ZgwYIFQbtusFF5SElACMTKnxTeIk3KwZGlcaWMCJ9AJDLhA4l+HIzownZBoJmcxEi/+6GaTc0R3EBWo5lwDRztLXK+VF8hQc2UCgUndUtgox/7EkCI1N/KCbKmFLkXpUiEcauX1EHhBBsACTRImCQqAMlqAj0Xmzx5MrRarZvbmYITNIoE+DK2tbKpcYQ4OPmTAff5BxmLlIJnxw8UNfiUPl1dXbw4K0J6e3ud1+e4dUhMgoTzssEsGkhBAkVxrz0wMMArQ94MX+aHcqxKmXAj5EJtf38/HnjgAWRkZCA5ORn33HMP0tLSMG3aNEREuJtmBINNmzbhnXfewR//+EecP38eGzduRE1NDe67775huX4wYNN+eIqQGsSJk/DUwvFbTvkjDZtKJQDRKmVGH2RSHYzowtYACKJEIJCjHw+BMG06b+k+hLlrCdyIwUT4DERfA7znqQVcAi+5JFegFktPJCZ420fQYiN5PNyovsGo9lAFroiICBQVFUGn4wfYUFIUVFEJcNA0Z9ECKCkpcfPpBVyCGRHELAIBk3xT1YIozWKCm7+CWkdHB8rLy3H27FkATKCprq4uNDc34+zZsxgYGOAJ4y7BW/x8wsjE48eP969CHqDYCOWui3O15dx9NO37+0mH64AlM+YIuW78ySefxLvvvovbb78dOp0O7733Hn7wgx/gn//857DV4Tvf+Q7a29vxzDPPoLGxEUVFRdi5cyeys7OHrQ6BhqxI9lvsqO1ggkbFRqhR1dbHlglmHkk3zaxgv5zDUppwTBkhEz54ykk5VALxXsp5aodOuE4SyTMVEwQBaYGPq+VUsdoiJs2O1Ll8xZfxkgjhZDHVxllwEdPUknNxNbrkOkLBKBwhWlkaLuEpGJZZgRK4hCmBlEoKlFqLmHHj4Ghk/D3JM6mtrZXMi0vuUKHguzt50+Zz3zZ/NdpcH2Oz2YyqqipWMwsAZWVlrBlsZGQklBQFG01L5nOmaRp2B42OPjPyJxSgw0QDpgHRst7QqZWIj3SZLhNtcnt7O5s6yGKxCK7vLNvfB4fD4TFdEyU4RkYm1IRcqN2+fTv+8Ic/YO3atQCAO+64AwsXLoTdbodS6TkCbCC5//77cf/99w/b9YIN+QBcaOrBVb/+fNivf7m1l/dbqJmV57t8/nmsFl+UtQIALjYxKaJGgkZAZvgh/cLYb0VrjxlJ0UM3CewxWVHd3o/WHmkTOl8h9bPYAi90G/ssaOtl6pgQpeVN2EYTgZwk2h006o3Sk+L0WJ3PViEdfcwEWGpokhIsj1Z1sPu5GtVVv90PgJl8//z6yZiVHS96vBQXm3rQY7I5z+1h8i0wS911rpHdJzbOkvY4WdOJb/w/JshUc5eJKT8CzI9JU9A0PSSzWvFzK+BwODB9+vSA+QxSFIX8/Hw2cJSKoqDQRuByaz8GrHb2uoSenh7RrBjkUT638wIWzcjHO/sr8dmFFnZhX0qbz7QTqcvg74Noa7mQNDoA42PJ1aKLERUVhf/74BQuNPVCk2Ic8mLESzdPx02zmOBYwmi89fX1vLQzWq2WFfAbaipRZrC7mYbzCLL9sd1BY/3WIzjf2O3zMTQNZOkUWLUqiBWTCVtCLtTW1tbiqquuYn/PmTMHKpUKDQ0NvOhsMv4xLcOA/OQo1BsH4KBpmEUmmHPH+zeB8MaCvAR8fZkJC58smGjL5sfS0DSNxz88C4vAVDwQworM6EOvcS32/fj9k9h2z7whnc9md2DZln1o6jYNtWoAXBPHA+WBTWdQ096Pa7d8yb4nKgWFXT++CvnJIy+KujcCOTre9ccjHp/FzKxYbL9/oU/nenbneQDSE/KcxEjR7QmRWjR3m9HZb0WEWonEKA3aei244FzAA4B/Ha/3W6j9zylX+pr4KOkFDtb82FnxN76sYPddW+iu9RsXx5jV9pptOFXbyduXERs4H8dgwWpqaU5fCpD8MX36dDgcjoAHwTEYDEhMTERbWxsy0lOBMw2o7zSxbgx6tUuoLSsrw6xZs9zOERuhQV2nCZdbe3C00oiXd1/kaKqB1Bi+mTNFccxtEVjhXwyLxeK0GqA9zoEqkQptKhOfYLC+0DaHAw4aOFXbyQq1FEWx91tdXe0m5BYWFgI4AoBZGOnr64MvBGs6V9Xeh/2X/P+OJIVcspEJFSF/9Ha73S2ym0qlkpMWD5HYCDX+t2kRAKCyrQ9LXvqCt7/qhdUBv+bvbp+J7//lOA5XdkCjEq6aCzS1sqqWxeag2Yn65pWToFMrEaFRYtXUtBDXTCYcSTPocUVOHI5WGdHcPXTNaq/Zxgq0qTE69u+frZ48qPNpVYzQnZ0Q2JgI5a09sNgdUCqYaZ7NQaO8pXd0CrUBnCWerusEAOjVSp6G1UEDA1Y7Ttd1+XwutZKC1U7jOolUH/PGJ4huJ0q2yWkxUCkV+O9DV7MWKR+fbsDfj9byTH19hYybq6emeUyv4zI/Zn7bnKb7N0xPxzemu6fhK86Mxcc/uhLNgoUevUbplk4mLGG1gRwNZIBOrVAoPJqkDoXs7GxkZmZiqgPoVMSguduEhvI+5CVFIT5SepE3OTkZLS0teGRFAe7cehQAk56MPO9XvjMdk1JjkBnPH5MsXa2wtjTDZJrlEsxEGsput4OmaVFBXqfTwWTybUEwJiaGXWCRcs/gvvuHNi9FQtTgFrdf23sJL+8pY/s6wLQTyfQhlkNVoVCw2Rd8Eab5AckCD5knRutU+Nd9vgVutdmsOPzV/qDURyb8CblQS9M01q9fz4uqZzKZcN999yEy0rXqu3379lBUT8YPYiM0uK4oFYcrO9yGOOH4Lcu0LrgftzvmZSMyTHIfyoQv/3fdJNz0xkHPgeB8hNv/Dm6+ZsjmbmkGRhtiC3CgKKKxmT7OAK1KiYMV7aM2GFUg74rMkf/70FU8TWpbrxmzf/k/2By0x7zsXIhv4rWTfUsLQyDzajKhT4rWspYoF5oY08LB9GXSx7K8LKCw5sfO+pMo3/dclSvq00tRFIoyDCjKMPhdp3DAJWy4BA6p4F7hhkKhgEYB3LeIyTN7/Lh3gZEI2fFRWkxIjkJFj4X1WaVpB6YlKJCV6K5ht/YaQdM02lpa4JJp3duppKQEADBjxgyeW1xzc7PPAi3A5J/2Zn7M3T6UsZiYyXPH4cTERLf0lW7X9+Mawe5S5NOkUSpQkOrb4qXVakW5zns5mdFJyGfPd911l9u2O+64IwQ1Gb0M56dM6lqy+bE03LQRsh+tjC+QfuIpZZevOAI0iSIQ82NbgANZ2dmAQIFPCxNuBHJ4lErDw/V/tTtor6lqHA6X1s/fIHauOrjvG0pfJn1M7aU+JBgUEXRGe9o0V5RbsFLKCJFpBwU3YjBFAfaBHnZssHe3ob6uFqYeI6ZMmSI4kmmUrs520LSCPZ5LZ2cn+7fJZOIpW+rq6nhl1Wo1rFarZD0VCoVb0DIh/KBVg0csYJ8veVtZTS0nUrK370KwpnPsuDFK31OZwBPyMH5bt2716Z/M4BnOjxk7+LlFPxYGihqdk9HBwNVQyBGPZXyBpE4JhFBHexA4BoMrnVigNbWuCLpKkei0o41AmSATQU74HeAKdL4IlNwUPP4GS3J4sO1UDaEvu4RTz1MZBVfI41xLKgXRSIevqSXbRua3ZeLEiV7LcN8VcpfkGTtMvVBQENWoct8JqR56+fJlTnnX3v7+frfzeRJoCUqBKbwQ3r0M4ZGpRHItezIbT0pK4l2fDA/d3dJBmrhRtoMBG219ZHZdv9m3bx/WrFmD9PR0UBSFHTt28PZv374dK1asQGJiIiiKYi0IuHz/+99HXl4e9Ho9kpKS8I1vfAMXLlzglcnJyQFFUbx/jz76KK9MTU0N1qxZg8jISCQmJuLBBx90i5R95swZLFq0CHq9HhkZGXjmmWcC6jozGEKuqZUJPqH4mLkLsfz9fWbZZ5oga2pl/CUYmtpA9b1A1o0LN0/oWEgbRNOBWZAkTSTUdnAFOl+eFbet/V188zQ5Jeeq7xzwO8WPyRkZ15uWWRj9mCyGjNbx1mXi6gpINFI1tdHR0ZgwYQIA4NKlS6JlxATBvt4e5z6H5L3zUtKwGm3phjKbzYiIYEzdq6urfbsB4TUFpvBC+JrawT808k40dg3g8wuu3L5lzkjkQiZGZuLyhRb0Wx28a3sSUgbTpyw2h0jMFXG85cUebfT19WH69Om4++678e1vf1t0/8KFC3HzzTdjw4YNoueYNWsWbr/9dmRlZaGjowNPPfUUli9fjsrKSp7p/DPPPMM7R1RUFPu33W7H6tWrkZSUhAMHDqC9vR133XUXaJrGa6+9BoBZ7Fi2bBmWLFmCo0ePoqysDOvXr0dkZCR+8pOfBKpJ/EYWascAUvnQgoGUv4hwYLzvrydwaPNSpBpGvvPDgMWOW948iMo23yIFCiGTDpWCCkouQZnRBxEEWnvMeOY/pfjJ8omD9sV2afIC0/dI3Qasdmw7PLiJnxjHq43s+YkW4mBF+6DGt4RILa6dnOxzKht/cThofH6xBe29FqQZdFiQl+B3+5psdkRo3J/piRojSmo62d9atQKrp6YhNkI8+q+UJp4r0P3jaC1WTk1FmkE6sq+NJ9RKt1uMToVuE3/R0uFhckrqcbquC2vfOoR/3Ddf8txc6oz92H6i3lkfL+bHzv33bzuBeeMT2PqNVssYrmZ6NBhFxcTEeNzPnV+Qe29va2W3eTWfBWA1DzjLSperqqpCXFwc7Ha7qKbWEyS3Ljl/r8TCPs2XageNxjm2Ha0y4u53j7LbzU3lvHIUpYAqPh2Ko0wZizP4IHnFfRm3fO1j9287jj2lzXjxpum4sdg9QBsANDQ0wGg0oqCgQNJ1YrSycuVKrFy5UnL/unXrADD9UIp7772X/TsnJwe//OUvMX36dFRVVSEvL4/dFx0djdRU8YB/u3fvRmlpKWpra5Geng4AePnll7F+/Xo8++yziImJwbZt22AymfDuu+9Cq9WiqKgIZWVl2LJlCzZt2hSyuaws1I4BuPki0ww6PHWD0K8kcPBWPr1wqaVnVAi1F5q6cabe9wiiUozUoCQyw0+M3uUb9cevKuGg6UG/144Am3hFOFMOWWwOPP6he97GoaLXKNkIy/8uacC/Sxq8HCHOm+tmYcUU8Y/6UPnyUhvu/etJ9veOBxZiRmasX+f4d0kDbp2Txdtmttlx+9uH2dydhPKWXjy5Rvz5SwmUKgXFRjN+5uNS7L3Q7DE9VGOniXesFL/85lT87MMzeHz1ZPzfB2cAuDS1YvOcOTnxUFBMPY/XGCXPK+QsZ8yd7SUi8aTUGJxr6EaPyYY9pc3s9uTokf/9EYMblZY1qx3FggHxqVUoFOy993R7/yZzF+H7W2oA/TiPcqTD4UBnZycaGryPOSSPb3t7Ozo7O5GRwQhxHX2eTZS5Vm5DeWTXTErG4oIktPfyTUY77VG831HJmVDpXIHWehTRSIqg2MBMHjW1nFr7ws4zTJCqfx6vlRRqGxuZHNKnTp0CEnIAuATskUpPTw/PjFur1fKC4waLvr4+bN26Fbm5uW4pUn/1q1/hF7/4BTIzM3HzzTfjpz/9KZuJ5uDBgygqKmIFWgBYsWIFzGYzjh8/jiVLluDgwYNYtGgR7z5WrFiBzZs3o6qqCrm5uUG/PzFkoXYMwB0kP394MXRqpYfSQ4SsEAsGOTIuXpmfiK4BK87UdwXcPDFUkPsYF6fHtnvmDvo8IyH/oUx4kBKjQ3ykBh19zITllDNty2Ag76YyQJPe5BgdfrqiwC2/ZyBQqxS496rxUCooWO0O3oKdr5TUdqKlx4zWnqGnQ5KiRXBuYWoYX+gacJ/8miwOVqBdPS0NVW19ONfQ7TZx5eIy/eU/X4qi8ItvFOGDE3U4WmVEi5f0UCaOIO3JRPiG6em4YXo67A6aFWo9aVxyEiNx6LGlmPPsXr/8sci4e0VOHGZlx3ks++JN03Db3Cx8+/dfs9tmZcfxcj6PKjjCWqB95sMFbgAjco/R0dHsNm6cOiLq2mw2XloebpPQ8GyqTOD62BIKCgpw8eJF3jZynYSEBCQkuFJd5SZEoLK9X3L+w4t+7LkqHkmO0eHdu+e4bT9+nD/PKCwshF7v2nb+fAJPC+1pMWSwnwxfYwjW1TKWPiNdU8vk/3Xx5JNP4qmnngra9X73u9/hkUceQV9fHyZNmoQ9e/bwUqc+9NBDmDlzJuLi4nDkyBFs3rwZlZWVeOeddwAATU1NSEnhR7iPi4uDRqNho2c3NTUhJyeHV4Yc09TUJAu1MsGDO4AE24dI6uxcvx7W526UpOOwscnhlchOiPRSWkYmMKyZloY/HRy6ea89CCZeDyzJD9i5pHj9tpmDOu6BbSfwyZnGoPrjCtPT+DLW6dQKmKwOLMxPwFfl7aLB9Ljbfru2GNsOV+OJf5/zKeel2NC/dk4WxidF4ZY3D3ptD3LtzHjfFt94AoN0nCjnZs/Bc8QgbUq09p5QKCjkJ/E1VAa990iwIxVuAB+XpjZk1QkKDocDly5dQlRUlEtw56j0HKBBOhy591OnTmHWrFmuk3BMy2gazsmSfw2lVCqh0/mu8fcncvtwaNe5fpaDvWagTNxra2t5vzVapl1HulBbWlrKauoBBF1Le/vtt2PZsmVobGzESy+9hFtuuQVfffUV2083btzIlp02bRri4uJw00034Ve/+hW7ACPWD4SRsIVlaHaeH7rnNcKV+jK+wJ0IBUobI4W0Ty3Zz5i8AYA9wCk/QgVJKzFag47IhCfciK9DmVSM9EAy/hKsQFZchOf2J70Rm/JDpH4OgZDquhfx83NPITUx9LU9/PVv4xaT0ha76ub621dtrb9peYQRm0erPy0g+A6Tb+8IjX4shdFoRF9fH5qbm3lCLff9oWln0CNOvxPrX7Tzvw6rye9xsLCwkKf9BRhBQQqlSFRiXl0CpKmVgqs1BtwFEClBRQx/oh9LBcbi0tbWxvvd7vw90l/V6OhoxMTEsP+CLdQaDAZMmDABV199Nf71r3/hwoUL+PDDDyXLz5vHuJ2UlzP+1qmpqW75jI1GI6xWK6uNFSvT0sIEJBNqeYcTWagdA/AmQsM0OgiHL+5C/XBMKocTch+jNT2ETHjiLeKrr5BJy1hZlGHz6AYxHZCbUOuHVQprPilyCDc9D0W5okBLnZ8vBIs/X7WP7eEp2JMY3Mmxpzy1wnP6ukBDFkXVPr4HQiE2UO9POML3qR2di1bcHLFkDLNaraz/pd1Bg7YwwZ+4j76qqsotTQ1jegw4Brr9FiS5Zp0ET/lgVV4WogLlUytFVlYWzzTUm6a2rq7OTdh0Ffb9ut7me0ajkZdvGACUKqYdR7qmNtTQNA2zWdq95ORJJv5DWloaAGD+/Pk4e/Ys698MMMGjtFota+kwf/587Nu3j5fmZ/fu3UhPT3czSx5OZPPjMcBwyo6uMPDCOrgmNSRyZkUrP1qwsc+C/eVtHlf0IjRKLCpI8snkLFg4aOBUXRdAMfdxsYlJHTBWhAKZ8CBQmiYiy4yViYNqODS1AiHTH1NnImuJmR8LU1yI5aKUui4lsebms6Z2CAHFWGsAiVkwt+s5aBoKL7Pl9l4zG5zP13FX+L54y207kuFGPyZywmh7u+12l493Tw/zDWYm7mRRyBX6mSuodXR0oKOjA7NmzYJCqQZgYstTSrVfppPjx4/3u96kv/7vfCuWTk5zUzT4Yl0xFBQKBeLj41ltoTB3LWlLgtlsRnV1NRITEyXPSRYVTFY7ajr6MS5O7xa5nTsW9ZptKG3gLyycO33a7bwVzb1MHcfIt6m3t5fVlgJAZWUlSkpKEB8fz6boqampYQOVET/u1NRUpKamoqKiAu+//z6WL1+OpKQk1NfX41e/+hX0ej1WrVoFgAkCdejQISxZsgQGgwFHjx7Fxo0bccMNNyAriwlMuHz5chQWFmLdunV48cUX0dHRgYcffhgbNmxgI5HfdtttePrpp7F+/Xo89thjuHTpEp577jk88cQTITU/loXaMUB67PBFeHT1ZaH9MdlPsSupW/aU4cGlE9gi//fBaezmRKaU4rFVk3Dv1XleywWLDyoVOHDosNt2XzUGMjKBYKhC7fHqDrz7dTU6+5mV1tEcHZULEWb+c6oB5S29AT23w+FAfb0CvSq+WdbfjtTgYEW7x2NJ0Cuu+eQfDlRiX5krNQnxAyVuJETbeKquE3f98QgAIEqrwiPXFSA7IZK3cCjlekIE485+K370HrNiHxehxoK8BLy1rwInajqhUSpgsfPr5w+e8tQCAvNQH85359bjKHM+O42PC5xC4XdsmB+PjejHhIiICFZ4d9CAva9TUttpNBo5Gm2gtdcCVbTn1EFC4uLi/K6jXs28b+8fq8Oa6Rm4cgJfWPQnWNpQiIwcevwPbvvRNI3Vv92Py619SIrW4sD/LeEpH9p6XZrCM/VdWPXb/exvW0877H3ikc+1qfnDZmEYao4dO4YlS5awvzdt2gQAuOuuu/Duu+/io48+wt13383uX7t2LQBX4CmdTof9+/fj1VdfhdFoREpKCq6++mp8/fXXbEoprVaL999/H08//TTMZjOys7OxYcMGPPLII+x5lUolPvnkE9x///1YuHAh9Ho9brvtNrz00ktsGYPBgD179uCBBx7A7NmzERcXh02bNrF1DhWyUDsGSI7W4YMfzB90Hkt/kBp6WBMoALdekclO1LiO503OCKGFaTGIj3Q36alq70OdcQBNXcGLWuoLLc5ApolRWkRpmUFbqaBw29wsD0fJyASWmCEGuvnN3nKewJQYJZ7ndLSR5LzPC009uNDU46X0YFAA4J+3pLYTJT5Eg1YpKPa5mu0OPPtJqailDZmop8QwC5ad/VZ8yXmWeUmR2LS8ADtK6tltGpW4ZjIuUg2KAix2B/5zypWq5M+cIGQWjmmyP0ItRTm1hZxFTTG4c1YxDbWQ+i7GrLQ4KxZ3+DjuUhSFb88ch0/PNUGnVgQtnVM4wPWppTkm66Mdo9HI9iW7g/GRlVprrqioAJw+t6CBxEgN2nraeBpFo1Fc0ALEzY594YHFeThUeQwA0NLjHhWd2/vD/Zlx32eL3YHLzkW01h4zOvutSIkRF2qTovk+pX3dvUCE63umTciAuZ0Zu6IiVbhl9rig1D/cWLx4scdFjfXr12P9+vWS+9PT07Fz506P15g5cyYOHTrktS5ZWVn4+OOPPZaZOnUq9u3b5/Vcw4ks1I4RZmV7zuMXKHwJFLUgz7UyaXPQrIbT6jTZ27xqEq6akOR27i17yvDbvZf8CroSDBw0U9+nbijE9dPSvZSWkQkO3yzOwC8/OQ9gcKv7AxYbAGDtFZmYkmHAVfnS5mWjiXuuHo8Ugw4DFrv3wn5it9tx/vx5TJ48GZE6DRbmJ2L/pVafUw8VpsXgf+eZYBtmq4MVBp//1lQ8+8l59JqZZ0YEy7m58fjr9+ayKYP+c7oBX1xshcl5PXLdZYUpkj7/ydE6bPveXFxsZgTxD0/W43Rdl2Qd/ZloU2Am6d6CkfED+Xg/LxE8Xru1GOPiIryUdvHyLdPxMqb7XH7k4grg4yXw9KgiKSmJ7WM+BcBzCrXcPtpUXYEWfSYMBoNHP0SuL6E/zBsfj8JYB0o7FaK+8PxAUcP/1BISEtDe7tmqRAhNu7tcWIUR4J3vbG5iJD5/eDFv3/HjfI13cXEx6+eZkJAQUh9NmZGFLNTKBBSpaHiulXp+FEq7gwZJm2v3EkV4OHzhfIGM3apR7JMlE/6oOZo36yDSY5H36JpJyVg+irVWQmJ0atw+Nzso57ZardjZVYpVC3PYYDG5if6Z+X12gRFqudrRb83MwJY9ZaxQS8ZIiqJ45ovlrb344mIrO8EkC4BT0j2bVS7IT8QC56LGuYZuj0KtP7EDKKeq1uWP611T64tQS+5PDs4nDl9TS7aNfrGWoii3PLWeBEPuPjKtMA30ora2FrW1tUhNDc64SKZAonMZrlAbgkcmJdAK07kAfPNj4b0I4wiQd9aX8YPr59ve3o6EhARER0d7PMZms6GiomLQGnSZ0YH8RZAJCkLNEdf8mOvLxB0Iyd9SwqIrv22oNbXM/0ezT5ZM+MN/j/x/J8ikYzRHgR2JEP8xrnZXrVDwBD+pya5aEFmVTCT9Gau8lfXL/Nj5f+6iprdzejM/pmn/0/mMNVzChktXOxZaKjEx0WV+7IumliuVsVGiJRbVVSo2SA7gihQrJCLCu+WAS6h1H7d50Y+9nmn4ELMGEkvbRZBKayYcX4TnFUZjBpjgXt6oqKhAT08Pmpu9x2WRGb3ImlqZwEJWiAWbuVE7uYOanaNh8raSF26aWmHeQxmZ4UQpsTjkKy6BR17bDCfIRJGY71EUI+hyAz1J55zlR0N2CX++P2Nvixz+yJGUQMDw5VhvQi1XDJAXFsXhamq9LSiMJpiIvk5rMT98iWnQnJRVru3cCMuTJk2CVqtFR0cHenp63ITayMhI9PX1ueWBFYNcw6v5cQgeWnJyMptv1FdomnYT0KWEXO740t/fj/Pnz7O/CwoKoNMxcQK0Wq1H828ulZWVvKjN3OcmM7aQhVqZgMIufNLk/zQe+/As3jtSw+yn+JPxX316AVqVAgMWOxtIQGqiQo4rqekMSt290TVgxV++rkSnc5xVy8KATAjh9j9/8qCyx0isnMuEFiK8Ek2timNqzJaRWvgT5JwlE0t/IrN7W+QYzESb3It0oCiOT63EOVq6TfjD/gqcrXTVT9bUikPas7q9jyPcjfy2iouL8xi8SaFQQK11BU8DfLvvrPET4KAvupVvbXUFXyPb4+PjER/vHqNkwoQJ6O/vR1RUlNfrkW5bZxxw28cLFOX1TIFHSiC0WCyswEkgTVVvHMDX5Xyz5bZeMyamuEyGL7f0gnbYYe5sQU9PD6Kjo3kCLQBe23EF2ra2NmRnu1xGLBYLNBoN+vv7odfr3TS5g/V3lhn5yEKtTEARfkAutfSyAi3A+LNRFIW4CDWM/Vb87XCN8BSIixD3iTA7J0ah0tT+81gtXtpzCeRTE62TXx+Z0MFNc1DT0Y+8x3Zi2jgD/vn9+VB58TV8ec8llDlzAMqCQXhBBJL/nmXSAhEhkytrSj0yIgD/41gd/nGsjt3uzzP2VtYvn1o2VBRDjMSYyf1s0BKW9H85VI0391eCeE3p1IqQ5isPZ8gz2lHiimYtldJpJDF+/HiUlpZiYMBdGCTEp+dCWWfCp870gJ5yHpP5CqVQgHZ4Fv69+WoqlUqvfp8Ek1NubOoWEWo5qtpQPLLOzk7R7TabzW3bqVrG976irQ8/fr+Et+/7fz6OM0+vAMAoBH75yXnYe9oAJYWysjI2Ty5BmC9XyMDAAEpLS9nfFEVJBkh0hDiYqEzoGNOqpqqqKnzve99Dbm4u9Ho98vLy8OSTT8qrPEOA56ICoMfkGgjjIzXYuGwiAOAP66/gHTd/fAJ+uqIAb9wxE1kJ4j4phWmMP4teHZqJTPcAs/KbEUHj56snYdo4Q0jqISMjht1B42RNJxq73NNECHmfI/D4G8hIJrjMzI7lac/n5DJaIa5QIhVNeUZmrFvqHq1KgWnjYn2+/qRUzxPzbInxWRTBpDwvSVyLxdfUik9UybdkfDSNBxaPx9t3zpZMUzTWuXFGBmZmxWJSajQmpUZjSnoM1s0PTnC04cabz+r109ORlpqKaJ0K0ToVri1k8nPm5+e7lSW9jqIUcDj7nViPio2NHUKN3UlwynMRGvdFHn5Kn9CYH4shJtSfb+yWPhGn6q09jNbVYTHhhhlMxgihafG4cZ7T9pSXl/N+e4r476vZsszoY0yrmi5cuACHw4E333wT+fn5OHv2LDZs2IC+vj5ekmEZ3+EmfQf4/lH3LRqPVANjvjIzKw7ROhU7UZmfl4AHlrh/dLhEaBhh1hqiVTircyU3P4bGnfOyRoU5l8zoIFqngsNBo89i98mSgURL3n7/AiTH6LyUlhlOrpmUglNPLofJyqhzSM5uruD3/LemiR47d3wCSp5YxktXpNcoRSfPUtw8OxPzxiegz2JDaowO/zndiJ/vOAsA+OAHC/xazOOOkBTla55a8XMRc/mJBgd+vDSfjS4t4870zFhsv39hqKsRFLxp9NZMT8ea6ek4fpxvIuxJi6pUqTxGiQ70tz5Oy1xM6HcK+Bb9O5iIBWoCxIVIMd/+l2+ejp/88xTvPsh9GjQ0G2VdSFISP40j8VEm+KNskn1qxy5jWqi97rrrcN1117G/x48fj4sXL+L3v/+9R6HWbDbzVoKIg7rNZoPVag1ehX2AXD9U9XA4BxOHg4bVaoXJ7KqH3e7g1YurjaBoh/c60ySipw9lg4DF6kynQYWufUc7oe6/I5VorQr9FjsAO0xmC6xWcVM50q4kfVasTiG3dQAJVP/VKACN1hn0ScTsj3bYJa+hpgC1ljvxp/2uT2q0GgAjNCboXdOEaelRgMMOq8O3SSN3zqugKJ/qYbFYYNW4T5YtTiFfHn+DS7iPwTabTfSdAPh15pbR6/Ww2+0ixzmFS7udXYCnHe7nN5vNAWsPq9XKLuJYrO7vMflNhaifW61W0fZtamqCzWZDRkYGK/hSIlYVCmcoN5p2jTsDZkYgVVKUT88OALKysnD27Fm/crBnZGSguroadrv0+DicSN2rTPAY00KtGF1dXaJBALg8//zzePrpp9227927F4mJ4qtQw82ePXtCct2SVgqAEq1trdi5cycudDK/AeDChfPY2e3yibBblSBr+eWXLmJn3wWP567uBQAVenr7sXPnzqDU3xPlVQoATGqNULXvWEFuX19hhnCTaQBMbCAKn3+5D2VeLIotNjsACvu++AJxWs9lZfwnGP23v881Xp48eQL26uFR6ZS0u8Zwf8ddu91VZ9AOj8dTUIIGhT3/24sYkTWZqhp5/B1OwrWN29raRP0+DQYDmpqa2N9cc9W0tDRUVlay26Kjo9HT04M+5zt19Ogx50IfhePHjiFKYAQQGRmJsrKygN0D0XDWNTRg58463r4uCwCoQNF0SOY5nZ2daGtrk9wfExPDmii3tzPvJJfTp0oAKGG12dj6k7mb1WrBgQMH3M6ZmJjIe3aE+vp6j/7TXNRqNeLj49Hc3IyIiIiw6L+e2lEmOMhCLYfLly/jtddew8svv+yx3ObNm7Fp0yb2d319PQoLC7F06VJkZGQEu5oesVqt2LNnD5YtWxYS8yzrqUb8tfwMEhMTsWrVbESWtQLnTwIAJk2ajFVX5rBlnz/3JbqtjMZ7SmEhVi3w7PNzrqEbW84cgkarw6pVi4J2D1Ic/fg80FgLJYWQte9oJ9T9d6Tx0MHdABhNhNpBo8dqxoKFV2JKeoxoedK+tFPQWH7tUiRFy1JtoAhm//1dxddoGmCCe10xexaWThL3fQs4Z5qAstMAgFWrVvl16KPH/se6i6iUSqxatUKy7KbDe2B30Lhm6VIki/TJz/51BmhtlMffIBPuY3B7ezuqq6vZ3wkJCTAYDG5+rydOnGD/zs7ORkJCArstNjYWnZ2d2NF0Bi2mAcy+YjaoLysBAFdccQUSovj9LyYmRtQndzBYrVZ8/df/AQCSklOwalUxb39Ttwk4vg8KhcLj+xIsWlpaUFdXJ7k/MjISBQUFAIB/tR7HxS5+1OO5V8zC1rISAMDKlStBURRO1nTCfngPInQ6XHllsfCUmDlzpui1ysrK0Nvby9uWnp4OhYKxMOLmpC0uLobFYkFHRwe+/vrrsOi/9fX1Ib3+WGRUCrVPPfWUqCaVy9GjRzF79mz2d0NDA6677jrcfPPNuOeeezweq9VqeZHbursZZ3mVShXyl4igVqtDUhe1MxolRVFQq9Wo73L5QSgUCl6duBFatWrvbafTMvtbe8249lX31T4AmJAcjTfumOk1+qsvvHekBn/6uoo1S2ruZgRwBUWHrH3HCnL7+gfFyf9c0T7AjEVKBSamRLn5gzk4uSt1Wo3czkEgGP2X60uo8WG8DOCF2T/9vaYwDZGn40lJG+1errKtD/8+1chUh5LHh+EgXNs4NTUVNpuNFWikhE2VyjW9tdlsUKvV0Ov1sFqtiI2NRVZWFtSfVEEVH499lzpADOrVahXvWICJphvItiDmx/+70Op2XpWKMVmlKP/ft0CQnJwsqjUlmM1mtl5KkXmWXqsBbbPAZKzFuXPnUFxcjC6zA7buVqjidG5tC0jfZ05ODi5c4FvwxcXFsal/2ttdArVGo4FGo4FWq2UWecOg/4rdq0xwGZUt/sMf/hBr1671WCYnJ4f9u6GhAUuWLMH8+fPx1ltvBbl2YwPiBsGN0nn1RH4ggLykKDZP2/gk7xFY0wx66NVKDFjtqG7vFy1T3d6Py619KPASwdMX/nigEpdaet22J8pxdWTCDIoC1M4JxqZ/nGK333NlLn52fSGvbA2nS8vpfEYO/FQfI+O5cWspFlSGCwlw1tZrRnYC/3uw97xLI5Mkj79jnnHjxiE1NVUyqJEQ4lKWl5eHzs5OJCUlQaFQID4tE4pqI/5yqJqds2hEzmkyeY8o7w+xHPP69l4zTzPMBqwKSZZaRsAsLi5GXV0dL0+vGPlJUfjiIr9MhEYJS1sNVApXap33jzKpG8XyqXuKehwZ6T4v9CUPsMzYZVQKtYmJiT77ttbX12PJkiWYNWsWtm7d6jWynoxnyGSLDMwkPcPktBhMTuObRL515yyca+hGXITGp7QiBr0a+x5ZgpoOcYH23j8fQ3ufBVZ7YKIjk/M8fcMUTEhhBtIIFYWqk+JaYhmZUEGBwq1zMvHuV1Vw0MCA1Y6uASvKRBZlmgdckyWpvKEy4QeJhgwMb87R5YWpGJ8UiSuyPceaEIMrfHurckasHvWdxDecj8W5sTjTgMK4dvcCMmMOb1qw9PR0NDQweXpJGqDIyEieoLRp2URsO1wDu4NGa4QRhenRGJ/FpJxpaWkJUs2BAoNLuDML0nOxe0K4bqVQKCQXzrhRpH+0dALeOVDJ/p6ZFYuseGfKJeeNNDU1sfmkhenAEhMTJVMIEYipOMBoacUQRk6WGbuM6RlNQ0MDFi9ejKysLLz00ku8VanU1NQQ1mzk4spTy4xoZPW9SMTHT6tSYmaW+CAlRVK0VtIHUOfMX+tLShNfIGlPZmTGYnpmLLPNakV1SUBOLyMTMCgKuPfqPNx7dR4A4N8l9Xjo7yVslGMuZLH82snJI0bjJwNcOzmFnUB603oGEr1Gib2bFg25r3izCiAp22wifZZoeCamRAOQhVoZ76SmpqK/v99jKp8F+Ylsipnjx5ltdrsdOTk5PKF2/PjxAa0bRTH9vd9id0vrQywyQj0yC31ZCXa7HQ6HAzabDVFavnnvQ9dOZOtN3uL6+np2LjU7h78wlp3tPXdybm4uKisrYbFYkJub69c9yIw9xrRQu3v3bpSXl6O8vNzNBMKfMOIy7pDmI5ORQPi4ekOlZIZTsYn8YCAfG9lEUybcEfZQldPixCpi7kXmUHK/Hlkola7nNdyPbrACrT/mx+QbIWaiSBYq1Uq5z8r4BkVRyMvL8/u49vZ2nnsaIK0hHApk/BUuwrvy5Qb8kn7R3y9uEdff34+TJ5ngn4WFfNcWh4NmxwrubbFzqUHclEKhkHyO8fHx6Ojo8KrtlRk7jGlb2/Xr14OmadF/MoNDOGaRAVs1DLMwcg2xifxgsLFRO+WJlEx4IxQ6yIRJqAUAXJON4VhokgkcvLzeoZ7x+oogT60nVB76LFmolBdiZIKN0AWtqKgoKNch/d0m4S4VKp9af+BGoQbgDKrpen/JXNrmoKFQawP+/ubm5qK4uBg6nexoL8MwpjW1MoGHDMRkWLMPo2BItFONXQOolfC79Qfi6zIcArmMTCBRSWgBAJf5sdyvRxYqzmR7pAh3fE2t57Lknqra+1DR2ovcxEhWeGctfhSUy65RRiYIZGVlAQBmzJgBu90OjUYkaXIACHdNbUZGhteUNGazGbTdBkrJiBIOmv/O0zRzH90dzXBYzUEZt+Q4ODJcZKFWJqCwA7FzYP7rISbq3XBMoMmAufH9U15K+nteedCUCW+EEyCyiHSqthNlzT1OX0SGbguzb6QIRjIM3DF0pDw6rkbZm6aWmBY//Z9SAMCPr52AH187EQDw8WmSzmeE3LjMiGPatGno7++HwWAAACiVSp+jKw8G8j6vfesQDHo1Xrp5OubkxmPjP0oAhN6nNjU1FQqFAgqFwk0jS7DZbLC0VkGTMh4UpYCDpkFxNLUfnqxHt8mKy1VMvBqlgkJiYiLa2tqQkZExLPchM7aQZ+syAUUYKCrZGdSJRL8LJjfMSEeUVgW9Whmwf1fkxCEzTh/0usvIDIX8JH6aA73a9b6t+8Nh3r5THXztl8zIIDbCFZQlRh9++UPFWDM9DRqlAhqVAtdPS/NY9tszxyElRotIZ8Coi0097L7MeGYMdsiuQTJBQq1WswLtcEDSDnYNWFHT0Y/d55rQb7HheLURAJDjQ0aIYJOcnOxbJhE7k1s3LUYHmqN53vp1FT44UY/WXgsAIFKjgsFgQHFxsRyMVSYoyJpamYBCFtLJ3IP4Ry0qCH7I9fsW5eG+Rf4HhpCRGanseGAh3jtcg59eV8DbPis7Dt+YkY5/lzSgtcfM2xejAdrNTJ5omZHDN2eOg8nqQFykBhOSR8az++WNU/HLG6f6VHbtnCysnZOF947UYPP2M7zYCGSePH2cAXRNMGoqIzO8vHHbDNR2WfDHA5X4+9Fa2Gma1+f/8f35Iayd7zy1phAfVlFYMjkN1pbLOFdrcyuzdFIychMjMG2cARRFySbDMkFD7lkyQcUmRxCWkQkaMzJj8aubpiExip/mSqVU4InrmciUDpqJSimEaApkRgZRWhU2XD0eN80aN3ICRQ0CV5Azl/Ms6b+y+bHMaEGlVGBiSjQ7dtM0P0ga19omnJmdE48/rJ2Mmycx1hRib+jNs8fhxuJxUCkVskDrgX379mHNmjVIT08HRVHYsWMHb//27duxYsUKJCYmgqIolJSUuJ3j+9//PvLy8qDX65GUlIRvfOMbuHDhAq+M0WjEunXrYDAYYDAYsG7dOjYXMKGmpgZr1qxBZGQkEhMT8eCDD8JisfDKnDlzBosWLYJer0dGRgaeeeaZkAfalXuXTIDhB4oikf3koDQyMsMLN7qxXTbblBkhEN9abgAdYnYsL47KjDZIl3bQNJtxQUEBijDq695MhZuamlhhRqzaKsr1LTKZTAGt22iir68P06dPx+uvvy65f+HChXjhhRckzzFr1ixs3boV58+fx6effgqaprF8+XLY7Xa2zG233YaSkhLs2rULu3btQklJCdatW8fut9vtWL16Nfr6+nDgwAH8/e9/xwcffICf/OQnbJnu7m4sW7YM6enpOHr0KF577TW89NJL2LJlSwBaYvDI5scyAcVlfuwK5Q7wI3fKyMgEH+5Cks1OY4Qs/MuMcUhgPq7Wyh4mEWFlZAINEV4dNM32+XCbL6Wnp6Ozs9MngVTMikTB+fYEM/jWSGflypVYuXKl5H4ieFZVVUmWuffee9m/c3Jy8Mtf/hLTp09HVVUV8vLycP78eezatQuHDh3C3LlzAQBvv/025s+fj4sXL6KgoAC7d+9GaWkpamtrkZ6eDgB4+eWXsX79ejz77LOIiYnBtm3bYDKZ8O6770Kr1aKoqAhlZWXYsmULNm3aFDJrovB6c2RGPKQbn6ztxMHL7egasAKQc73KyAw3XK2WzSHnQZEZGZDFmFpjP97eV4HKtj6OFkj+jsiMLkifdtCAxRae+ZgpisKUKVM8mg4T81WxV1TJ2RgVNTLiAQSSnp4edHd3s//MZrP3gwJAX18ftm7ditzcXGRmZgIADh48CIPBwAq0ADBv3jwYDAZ8/fXXbJmioiJWoAWAFStWwGw24/jx42yZRYsWQavV8so0NDR4FLqDjSzUygQUsrZO08Ctbx9ic72G1xAtIzP64WpqH91+BpveL8FP/3UGlT3EZ1E2SZYJPyK1jAFZbccAnt15Ho/865RsfiwzamHNjx00bnrjIIDwddeaOtV70DexmnPf22Dl/Q1nCgsLWf9Vg8GA559/PqjX+93vfoeoqChERUVh165d2LNnD9vuTU1NSE5OdjsmOTkZTU1NbJmUlBTe/ri4OGg0Go9lyG9SJhTIQq1MQMmIFU9/o5NtH2VkhhWlgoLBmfrlk9ON2H6yHjtONbL7T9QYQ1U1GRlJ5o9PwA+X5OPqiUzEfGO/Fc7QDLL5scyog5hpWmwONlL9wnwf0uiEAJVKhVmzZnk0IVYKtLk6lQJ6zdie/5WWlqKrq4v9t3nz5qBe7/bbb8fJkyfx5ZdfYsKECbjlllt4puNipsE0TfO2D6YMsagJZSBD2adWJqDER4qvwmlU8vqJjMxwQlEU/vK9OThc0cFuszvseGFXGQDAZLVLHSojEzI0KgUeXlGAwxXt2FfWCgdNy+bHMqMW0qfNdpeLyJbvTA9VdXwiPz8fFy9eFN2nVFB49TszcKhuAFEKCyanxkCrGttCbXR0NGJiYobtekQjPGHCBMybNw9xcXH48MMPceuttyI1NRXNzc1ux7S2trKa1tTUVBw+zM9vbzQaYbVaeWWEGtmWlhYAcNPgDieyUCsTUKTMZmSzMRmZ4WfauFhMGxfL/rZaraxQK1sfy4QzZLWfm+pE/ozIjDZInyb+tED4z5e8+cXmJ0dh9sRxbmliZEIDTdOsH+/8+fPR1dWFI0eOYM6cOQCAw4cPo6urCwsWLGDLPPvss2hsbERaWhoAYPfu3dBqtZg1axZb5rHHHoPFYmFNm3fv3o309HTk5OQM8x26kNVnMgGFm0aEtz3MB2kZmbGHLNXKhC/kk0HTNOtTK2tqZUYbpE9bOZracIt+PBji4uJg+P/t3XtQVOf9P/D3guyyXEQuAoIiBCsV8YKkQdT+ECciitGOVr+plkonUhnGS72kVeuIlxjHxkujqYmJDjWJM5pLVcbERExoNQXU4pJEGS8oSOTiBQygiVw/vz8sG1aui3thj+/XzM6455x9nmffs6zns+ec57i5WXsYNuX+/fvIy8vT33+2sLAQeXl5KC4uBgBUVlYiLy8P+fn5AIDLly8jLy9Pf8T0+vXr2Lx5M3Jzc1FcXIzs7GzMnj0bWq0WU6ZMAQAMGTIEcXFxSEpKQk5ODnJycpCUlISpU6ciJCQEABAbG4vQ0FAkJCRAp9Phiy++wIoVK5CUlKQ/4jxnzhxoNBokJibiwoULOHz4MF599VWrznwMsKglE2vvF8ae/ssj0dOGEyJTT6ZqMSts822WWdSS0jTf0qe5qFWplLG/5OTkZFDc+Pv7Y/DgwVYcUc/33//+F+Hh4QgPDwcALFu2DOHh4Vi7di0AID09HeHh4YiPjwcAvPjiiwgPD8dbb70FAHB0dMTp06cxZcoUDBo0CLNnz4azszOysrIMJoc6cOAAhg0bhtjYWMTGxmL48OF477339Ovt7e3xySefwNHREWPHjsXs2bPxq1/9Clu3btVv4+bmhoyMDNy8eRPPPvssUlJSsGzZMixbtszsOXWEpx+TSbV3RNahnSO4RGQdwiO11IM17w83ieD63R8A8PRjUp7mz3TF/ToAtndWW9++fXHnzp1Wyx8/Wufr62upIdms8ePH6+cPaEtiYiISExPbXe/n54dPP/200348PDzw/vvvd7hNQEAAjh071uE2w4YNw6lTpzrtz5JYaZBJtTUhlNrezua+qImUjtfUUk9m1+Ka2maccJCUpnnf6FJ5DQDbOwDQXhHWxFOByAp4pJZMqq0v5G2zR7R7rS0RWVaQq6CwRoX/+8UAaw+FqF0tr6ntZadCQ5PA21WD76w7LCKTmjDEB598W4Z7D+oBAC+M6GflERmnveJVo9HAwcHBwqOhpx2LWjK7F0b4WXsIRPQ/i0Ib8ewvJyDAy9XaQyFqlwo/XVPbyImiSKH8+2hx8A9R1h5Gt2m12jaXq1Qq+Pn5ob6+Hp6enhYeFT2tWNQSET1F7O2Afm6O1h4GUYdaXlOrnyiKl7EQ2YxevXohODjY2sOgpwjPCSUiIqIexU4/+7G0WGat0RBRWzo6UktkaSxq/6e2thYjR46ESqXS3yOKiIiILK95n7ihqWVRyx1lop4gNDQUQUFBbd6Ltvl+p0SWxqL2f/70pz/Bz4/XfhIREVlbcwHb2Miilqin0Wq18PDwaLW8T58+cHFxscKIiHhNLQDg+PHjOHHiBD7++GMcP3680+1ra2tRW1urf15T82gq9oaGBtTX15ttnF3R3L81xzHY2wVXbt8HAEwc4m31TEypJ+SrZMzXvJiveTFf02lsbAAANLSYXbWxkfmaGz/D5qXEfBsaGvT/rq6utup760n5tsyFLEMlHd3p9ylw69YtRERE4MiRI/Dy8kJQUBB0Oh1GjhzZ7mvWrVuH9evXt1q+d+9eeHl5mXG0tuH7WqCgWgU7FRDiJnDmrO5ERGSEWz8Cr+b1gr1K0CiPjtC+9lwD1PZWHhgRGSgoKDB4PmjQICuNpGe5e/cu5s+fj++++w79+/e39nCeCk91USsimDJlCsaOHYs1a9agqKioS0Xt40dqS0pKEBoaisLCQvj7+1tg5O2rr69HRkYGJk6cyHuEmQHzNS/ma17M17yYr+lcv/MAk3b+B3aqR7f1AQDd6v+HU5lfMl8z4mfYvJSY7/nz5w2ejxo1ykoj6Vn5lpSUICgoiEWtBSny9OP2jqS2dO7cOWRlZaG6uhqrVq0yqn2NRgONRqN/Xl1dDeDR9OXW/iNq5uDg0GPGokTM17yYr3kxX/Nivk9OrX6UX4t5oqBRqwEwX0tgxualpHx79fqplPDy8uoR76sn5NsyF7IMRSa+cOFCvPjiix1uExgYiFdeeQU5OTkGBSoAPPvss5g7dy72799vzmESERFRG9q6fQ8niiLq2dq7xQ+RJSiyqPXy8urSta07d+7EK6+8on9eWlqKSZMm4dChQ4iMjDTnEImIiKgdKrQuYHmfWqKejfenJWtSZFHbVQEBAQbPm6chDw4O5vnvREREVmJvb7hzbG+n4g4zUQ/HU27JmvjpIyIioh7Fz80Rs5/tj29uVgEAJob6WHlERNSWkJAQFBUVwdnZGX369LH2cOgpxqK2hcDAQDzFk0ETERH1CCqVCn/99QiDZT3h3pNEZMjFxQVhYWHWHgYR7Kw9ACIiIiIiIqLuYlFLRERERERENotFLREREREREdksFrVERERERERks1jUEhERERERWcmpU6fwwgsvwM/PDyqVCkeOHDFY/89//hOTJk2Cl5cXVCoV8vLyDNZXVlZi0aJFCAkJgZOTEwICArB48WJUVVUZbBcYGAiVSmXwWLlypcE2xcXFeOGFF+Ds7AwvLy8sXrwYdXV1Btt8++23iI6Ohlarhb+/PzZs2GD1yXY5+zEREREREZGVPHjwACNGjMDvf/97zJw5s831Y8eOxaxZs5CUlNRqfWlpKUpLS7F161aEhobixo0bSE5ORmlpKT766CODbTds2GDQhouLi/7fjY2NiI+PR9++ffHVV1+hoqIC8+bNg4hg165dAIDq6mpMnDgRMTExOHfuHK5cuYLExEQ4Oztj+fLlporEaCxqiYiIiIiIrGTy5MmYPHlyu+sTEhIAAEVFRW2uDwsLw8cff6x/HhwcjE2bNuG3v/0tGhoa0KvXTyWfq6srfH1922znxIkTyM/Px3fffQc/Pz8AwLZt25CYmIhNmzahd+/eOHDgAB4+fIh//OMf0Gg0CAsLw5UrV7B9+3YsW7YMKpXK2LdvEixqTaCpqQkAUFZWZuWRAA0NDbh79y5KSkoMPsBkGszXvJiveTFf82K+5sV8zY8ZmxfzNa+elG9zTVBVVYXevXvrl2s0Gmg0GouMobnvx7PYsmULNm7ciAEDBmDWrFl4+eWXoVarAQDZ2dkICwvTF7QAMGnSJNTW1iI3NxcxMTHIzs5GdHS0wfuYNGkSVq1ahaKiIgQFBVnk/T2Of1EmcOvWLQDAc889Z+WREBERERFRTxAWFmbwPDU1FevWrTN7vxUVFdi4cSMWLFhgsHzJkiUYNWoU3N3dcfbsWaxatQqFhYXYu3cvAKC8vBw+Pj4Gr3F3d4darUZ5ebl+m8DAQINtml9TXl7OotaWhYeH4+zZs/Dx8YGdnXXn3qqpqUFoaCjy8/Ph6upq1bEoEfM1L+ZrXszXvJiveTFf82PG5sV8zasn5dvU1ITi4mKEhoYaHCm1xFHa6upqxMfHIzQ0FKmpqQbrli5dqv/38OHD4e7ujl//+tfYsmULPD09AaDN04dFxGD549s0TxJlrVOPARa1JtGrVy/84he/sPYwADz6IAOAv7+/wekOZBrM17yYr3kxX/NivubFfM2PGZsX8zWvnpZvQECAxfusqalBXFwcXFxccPjwYTg4OHS4/ejRowEABQUF8PT0hK+vL86cOWOwzb1791BfX68/Guvr66s/atvs9u3bANDqKK8l8ZY+RERERERENqy6uhqxsbFQq9VIT0+Ho6Njp6/R6XQAgH79+gEAoqKicOHCBYN5gk6cOAGNRoOIiAj9NqdOnTK4zc+JEyfg5+fX6rRkS+KRWiIiIiIiIiu5f/8+CgoK9M8LCwuRl5cHDw8PBAQEoLKyEsXFxSgtLQUAXL58GcCjo6a+vr6oqalBbGwsfvjhB7z//vuorq7WH7nu27cv7O3tkZ2djZycHMTExMDNzQ3nzp3D0qVLMW3aNP1R5djYWISGhiIhIQGvvfYaKisrsWLFCiQlJemPfs+ZMwfr169HYmIiVq9ejatXr+LVV1/F2rVrrXr6MYQU5eHDh5KamioPHz609lAUifmaF/M1L+ZrXszXvJiv+TFj82K+5mXL+WZmZgqAVo958+aJiEhaWlqb61NTUzt8PQApLCwUEZHc3FyJjIwUNzc3cXR0lJCQEElNTZUHDx4YjOXGjRsSHx8vWq1WPDw8ZOHCha0y/eabb+SXv/ylaDQa8fX1lXXr1klTU5O5Y+qQSuR/V/YSERERERER2RheU0tEREREREQ2i0UtERERERER2SwWtURERERERGSzWNQSERERERGRzWJRS0RERERERDaLRa2Z7d69G0FBQXB0dERERAROnz5tsP7+/ftYuHAh+vfvD61WiyFDhuDNN9/stN179+4hISEBbm5ucHNzQ0JCAr7//nuDbZYsWYKIiAhoNBqMHDmyS+Otra3FokWL4OXlBWdnZ0ybNg03b940um9LUWK+zfcLc3R0RL9+/ZCQkKC/L5mlKTFfAPjkk08QGRkJrVYLLy8vzJgxo0vtm5oS8z1//jwmTpyIPn36wNPTE3/4wx9w//79LrVvaraW79tvv43x48ejd+/eUKlUrdosKirCSy+9hKCgIGi1WgQHByM1NRV1dXVdat/UlJYvAAQGBkKlUhk8Vq5c2aX2TU2J+V65cgXTp0+Hl5cXevfujbFjxyIzM7NL7ZuaLeVbWVmJRYsWISQkBE5OTggICMDixYtRVVVlsN2mTZswZswYODk5oU+fPp22a07Wyvfrr7/Gb37zGwwYMEDf7uuvv95pu7a2/0ttsOoNhRTu4MGD4uDgIO+8847k5+fLkiVLxNnZWW7cuKHfZv78+RIcHCyZmZlSWFgoe/bsEXt7ezly5EiHbcfFxUlYWJhkZWVJVlaWhIWFydSpUw22WbRokbzxxhuSkJAgI0aM6NKYk5OTxd/fXzIyMuT8+fMSExMjI0aMkIaGBqP6tgSl5rt9+3bJzs6WoqIi+c9//iNRUVESFRXV9WBMRKn5fvTRR+Lu7i5vvvmmXL58WS5duiQffvhh14MxESXmW1JSIu7u7pKcnCyXLl2Ss2fPypgxY2TmzJnGhWMCtpjvjh07ZPPmzbJ582YBIPfu3TNYf/z4cUlMTJTPP/9crl27JkePHhVvb29Zvnx5l9o3JSXmKyIycOBA2bBhg5SVlekfNTU1XWrflJSa76BBg2TKlCny9ddfy5UrVyQlJUWcnJykrKysS32Yiq3l++2338qMGTMkPT1dCgoK5IsvvpCf/exnrb5b165dK9u3b5dly5aJm5tbl/MwNWvmu2/fPlm0aJH861//kmvXrsl7770nWq1Wdu3a1WG7trT/S21jUWtGzz33nCQnJxss+/nPfy4rV67UPx86dKhs2LDBYJtRo0bJmjVr2m03Pz9fAEhOTo5+WXZ2tgCQS5cutdo+NTW1S1+a33//vTg4OMjBgwf1y0pKSsTOzk4+++yzbvVtTkrMty1Hjx4VlUoldXV1nfZhSkrMt76+Xvz9/WXv3r2dtmduSsx3z5494u3tLY2NjfptdDqdAJCrV6922ocp2Vq+LWVmZrZbFDzur3/9qwQFBRnVvikoNd+BAwfKjh07jGrPHJSY7507dwSAnDp1Sr+surpaAMjJkyeN6uNJ2XK+zT744ANRq9VSX1/fal1aWppVi9qekm+zlJQUiYmJaXe9re3/Utt4+rGZ1NXVITc3F7GxsQbLY2NjkZWVpX8+btw4pKeno6SkBCKCzMxMXLlyBZMmTWq37ezsbLi5uSEyMlK/bPTo0XBzczNo21i5ubmor683GLOfnx/CwsL07Zqrb2MpNd/HVVZW4sCBAxgzZgwcHBy63bexlJrv+fPnUVJSAjs7O4SHh6Nfv36YPHkyLl682O1+u0Op+dbW1kKtVsPO7qf/WrRaLQDgq6++6nbfxrLFfLurqqoKHh4eFu1T6flu2bIFnp6eGDlyJDZt2mTx07uVmq+npyeGDBmCd999Fw8ePEBDQwP27NkDHx8fREREmLXvlpSSb1VVFXr37o1evXqZtN0n1RPz7ex70pb2f6l9LGrN5O7du2hsbISPj4/Bch8fH5SXl+uf79y5E6Ghoejfvz/UajXi4uKwe/dujBs3rt22y8vL4e3t3Wq5t7e3QdvGKi8vh1qthru7e7tjNlffxlJqvs3+/Oc/w9nZGZ6eniguLsbRo0e73W93KDXf69evAwDWrVuHNWvW4NixY3B3d0d0dDQqKyu73bexlJrvhAkTUF5ejtdeew11dXW4d+8eVq9eDQAoKyvrdt/GssV8u+PatWvYtWsXkpOTLdqvkvNdsmQJDh48iMzMTCxcuBB/+9vfkJKSYvZ+W1JqviqVChkZGdDpdHB1dYWjoyN27NiBzz77zKLXfyoh34qKCmzcuBELFiwwWZum0tPyzc7OxgcffNBhVra0/0vtY1FrZiqVyuC5iBgs27lzJ3JycpCeno7c3Fxs27YNKSkpOHnyJAAgOTkZLi4u+kd77bbVtqk83q4l++6MEvMFgJdffhk6nQ4nTpyAvb09fve730FETN53Z5SWb1NTEwDgL3/5C2bOnImIiAikpaVBpVLhww8/NHnfnVFavkOHDsX+/fuxbds2ODk5wdfXF8888wx8fHxgb29v8r47o4R821NaWoq4uDjMmjUL8+fPt1i/LSkx36VLlyI6OhrDhw/H/Pnz8dZbb2Hfvn2oqKgwe9+PU1q+IoKUlBR4e3vj9OnTOHv2LKZPn46pU6da9EevZraab3V1NeLj4xEaGorU1FSTtGkOPSHfixcvYvr06Vi7di0mTpxo9Hvoyfu/1FrPOmdBQby8vGBvb9/q15vbt2/rf7368ccfsXr1ahw+fBjx8fEAgOHDhyMvLw9bt27F888/jw0bNmDFihUGbfj6+uLWrVut+rxz506rX8aM4evrqz+60vLXqtu3b2PMmDFm7dtYSs235fvz8vLC4MGDMWTIEAwYMAA5OTmIiorqdv/GUGq+/fr1AwCEhobq12s0GjzzzDMoLi7udt/GUmq+ADBnzhzMmTMHt27dgrOzM1QqFbZv346goKBu920sW8zXGKWlpYiJiUFUVBTefvtti/TZktLzbWn06NEAgIKCAnh6elqkT6Xm++WXX+LYsWO4d+8eevfuDeDRDLkZGRnYv3+/xWaZtuV8a2pqEBcXBxcXFxw+fNiilyV1VU/JNz8/HxMmTEBSUhLWrFnT4Zhtaf+X2scjtWaiVqsRERGBjIwMg+UZGRn6P5D6+nrU19cbXH8GAPb29vojSt7e3hg0aJD+AQBRUVGoqqrC2bNn9a85c+YMqqqqWhVHxoiIiICDg4PBmMvKynDhwgV9u+bq21hKzbctzUdoa2tru923sZSab/MtFC5fvqzfpr6+HkVFRRg4cGC3+zaWUvNtycfHBy4uLjh06BAcHR279St5d9livl1VUlKC8ePHY9SoUUhLS2s1fktQcr6P0+l0AH76QcwSlJrvDz/8AACtxmxnZ6cfsyXYar7V1dWIjY2FWq1Geno6HB0dn6g9c+kJ+V68eBExMTGYN28eNm3a1OmYbWn/lzpg1mmonnLNU5rv27dP8vPz5Y9//KM4OztLUVGRfpvo6GgZOnSoZGZmyvXr1yUtLU0cHR1l9+7dHbYdFxcnw4cPl+zsbMnOzpZhw4a1mlb86tWrotPpZMGCBTJ48GDR6XSi0+mktra23XaTk5Olf//+cvLkSTl//rxMmDChzSnNO+vbEpSY75kzZ2TXrl2i0+mkqKhIvvzySxk3bpwEBwfLw4cPnyAt4ykxXxGRJUuWiL+/v3z++edy6dIleemll8Tb21sqKyu7mVT3KDXfXbt2SW5urly+fFneeOMN0Wq18vrrr3czpe6zxXzLyspEp9PJO++8o58lVqfTSUVFhYg8mo1z0KBBMmHCBLl586bBbWcsTYn5ZmVlyfbt20Wn08n169fl0KFD4ufnJ9OmTXuCpLpHifneuXNHPD09ZcaMGZKXlyeXL1+WFStWiIODg+Tl5T1BWsaztXyrq6slMjJShg0bJgUFBQZ/+y2/f2/cuCE6nU7Wr18vLi4u+nYtfVsqa+Z74cIF6du3r8ydO9cgp9u3b3fYri3t/1LbWNSa2d///ncZOHCgqNVqGTVqlPz73/82WF9WViaJiYni5+cnjo6OEhISItu2bZOmpqYO262oqJC5c+eKq6uruLq6yty5c1tNnx8dHS0AWj0KCwvbbffHH3+UhQsXioeHh2i1Wpk6daoUFxcb3belKC3fb775RmJiYsTDw0M0Go0EBgZKcnKy3Lx50+hsTEFp+YqI1NXVyfLly8Xb21tcXV3l+eeflwsXLhiVi6koMd+EhATx8PAQtVotw4cPl3fffdeoTEzJ1vJNTU1t8zVpaWki8ug2HW2tt9bv00rLNzc3VyIjI8XNzU0/3tTUVHnw4EF34nliSstXROTcuXMSGxsrHh4e4urqKqNHj5ZPP/3U2GhMwpbybb5NUmevmTdvXpvbZGZmdiOhJ2OtfNv7HA4cOLDDdm1t/5daU4lYYfYZIiIiIiIiIhPgNbVERERERERks1jUEhERERERkc1iUUtEREREREQ2i0UtERERERER2SwWtURERERERGSzWNQSERERERGRzWJRS0RERERERDaLRS0RERERERHZLBa1REREREREZLNY1BIREREREZHNYlFLRERERERENuv/A1cQnBuj/WSeAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "alpha = 1.0 * rev_fdusd\n", "alpha = pl.DataFrame(alpha).fill_nan(0)\n", "alpha.columns = ['BTCUSDT', 'ETHUSDT', 'XRPUSDT', 'SOLUSDT', 'DOGEUSDT']\n", "backtest('BTCUSDT', alpha['BTCUSDT'].to_numpy(), 0.00025)" ] }, { "cell_type": "markdown", "id": "7e3ef2ec-25eb-4799-9e03-8c69d3f5819e", "metadata": {}, "source": [ "A reversion to the equally weighted market, as shown below, does not appear to be effective when applied independently." ] }, { "cell_type": "code", "execution_count": 31, "id": "2bcd8c64-9a6b-490d-83da-7d0763a72a7c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:00-21.303697-29.843829-0.0246710.0445458017.0400.849028-0.553835-0.0000621.0533e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ ionValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ -21.30369 ┆ -29.84382 ┆ … ┆ 400.84902 ┆ -0.553835 ┆ -0.000062 ┆ 1.0533e6 │\n", "│ 1 ┆ 2 ┆ 7 ┆ 9 ┆ ┆ 8 ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "alpha = 1.0 * rev_mkt\n", "alpha = pl.DataFrame(alpha).fill_nan(0)\n", "alpha.columns = ['BTCUSDT', 'ETHUSDT', 'XRPUSDT', 'SOLUSDT', 'DOGEUSDT']\n", "backtest('BTCUSDT', alpha['BTCUSDT'].to_numpy(), 0.00025)" ] }, { "cell_type": "markdown", "id": "b7298ebe-c142-4c17-b34e-0ca60f46b1e5", "metadata": {}, "source": [ "Combining the two spot price return signals shows the better equity curve." ] }, { "cell_type": "code", "execution_count": 32, "id": "0ca23301-c7c5-418a-ab99-1e6c5f441b9f", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:0023.22793233.4982310.0120650.0115531575.078.7506371.0443460.0001531.0551e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ ionValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ 23.227932 ┆ 33.498231 ┆ … ┆ 78.750637 ┆ 1.044346 ┆ 0.000153 ┆ 1.0551e6 │\n", "│ 1 ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "alpha = 1.0 * rev_usdt + 1.0 * rev_fdusd\n", "alpha = pl.DataFrame(alpha).fill_nan(0)\n", "alpha.columns = ['BTCUSDT', 'ETHUSDT', 'XRPUSDT', 'SOLUSDT', 'DOGEUSDT']\n", "backtest('BTCUSDT', alpha['BTCUSDT'].to_numpy(), 0.00025)" ] }, { "cell_type": "markdown", "id": "3274df27-fa3f-4112-beaf-b6a30bf07b45", "metadata": {}, "source": [ "VAMP at a depth range of 0.25% shows good performance." ] }, { "cell_type": "code", "execution_count": 33, "id": "36361fec-69e4-491e-a73c-171c33160391", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:0025.64382536.9012720.0205040.009462297.0114.8530062.1675340.0001791.0995e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ ionValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ 25.643825 ┆ 36.901272 ┆ … ┆ 114.85300 ┆ 2.167534 ┆ 0.000179 ┆ 1.0995e6 │\n", "│ 1 ┆ 2 ┆ ┆ ┆ ┆ 6 ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "alpha = 1.0 * vamp_returns[:, :, 0]\n", "alpha = pl.DataFrame(alpha).fill_nan(0)\n", "alpha.columns = ['BTCUSDT', 'ETHUSDT', 'XRPUSDT', 'SOLUSDT', 'DOGEUSDT']\n", "backtest('BTCUSDT', alpha['BTCUSDT'].to_numpy(), 0.00025)" ] }, { "cell_type": "markdown", "id": "a4b0d48a-75f1-4ca4-ab36-a6826d4ad4f6", "metadata": {}, "source": [ "VAMP at a depth range of 0.5% shows slightly positive performance." ] }, { "cell_type": "code", "execution_count": 34, "id": "2b0a00ff-d7a3-4bb1-8aa9-615ac86ff076", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:007.0241849.9218830.0082180.0143781317.065.8463760.5715630.0001251.0534e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌────────────┬───────────┬──────────┬──────────┬───┬───────────┬───────────┬───────────┬───────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPositi │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ onValue │\n", "│ datetime[μ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ s] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞════════════╪═══════════╪══════════╪══════════╪═══╪═══════════╪═══════════╪═══════════╪═══════════╡\n", "│ 2025-08-01 ┆ 2025-08-0 ┆ 7.024184 ┆ 9.921883 ┆ … ┆ 65.846376 ┆ 0.571563 ┆ 0.000125 ┆ 1.0534e6 │\n", "│ 00:00:00 ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└────────────┴───────────┴──────────┴──────────┴───┴───────────┴───────────┴───────────┴───────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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gJCYmYsuWLThw4ABHa0Wi93JJeVhbW1sxcuRILFu2DLfccovV9gUFBZg7dy6WL1+Or7/+Gv/++y8eeughBAcH27S9I7gr5cjcMMsp+zYajWhuaoa3jzdv5spdyfWgsg0rMaZNm8bLDQgICMC2bdsQERGBfv36McvHjx/fhZ5b5t5778Unn3yCZ555BlVVVdi5cyf279/fLfsuKyuzqZ1cLsfQoUORkZGBjo4OzsAxIyMDo0aN4t0gFQoF4uLiYDQaoVCI/5RaW1tRXV2NiooK9OvXjwm77k1caqHLEhKXC42NjUykRlFREby8vNDQ0ICLFy9i+PDhUKlUnPZiUSO1tbUICwvjTLxJ9B5kMr73e9fZCjw/L16gtThGVj1EWmU4taSBWe+I8rDE5YtMJuuR2vCOeFdpJ4per4dOp8MNN9yAzZs344MPPsCAAQMQHByMpqYmwW3T0tIgl8sxZcoUwfUpKSk4cOCAoCMkPz8fsbGxdvdXwrVcUgbrnDlzMGfOHJvbf/TRR4iIiMCmTZsAUApap06dwltvveU0g5UgCF5obndhNBqhV8nhoVJYvBm0tLTwZoy0Wi1v4OPp6YlBgwbxthfKYTQ31ujjs9s6avTceeedWLVqFZKTk5GcnIzIyEhMmjTJoX2Zw5blZuPv74/6+nrecrHBYGNjIy8PQGhgKLZf2nt58eLFXmmwnjlzpqe7ICFxxaDX65lJrry8PM66c+fOMa/Pnj3LC89nl+kyJycnByNGjOjGnkp0F0LqwBcbTCWJDEYSnx+5gDFRgUjo7ye6HzpNVc4ygF//8zzzOp1lvEpIAJdOnjvtRFEqlQgPD4dSacrx9vS0HOZuTeDTaDRi/vz5eOONN3jr6HQ0id7NJWWw2ktycjKjlEUza9YsfP7559DpdJwfA01HR4dgCCg948NGp9OBJMkuJZnbA20c0scUIysri7csPT2dM/ChE7qF9jN48GAUFxejtLQU4eHhAIB///0XgCl5PzAwEABlgPn6+gIATp8+zWlD75v+r1QqYTAYeMf09/fHDTfcgC1btuDYsWNYunRpt51PpVIJo9EIT09PuLm5MfVTAwIC4Ovry6ynz4lcLodWq+Udv6KiAh0dHZzlQn0cMGAAmpqaoNPp4OXlhZaWFs56832YYzQaGbEme/KOu0JLSwtPTKqlpaVbFaMB04SG5M11DtL5dT5dPce5ublob2+HXq+Hr68vBg4cKCrkZn5MgAoFthT6K/ScupS4nK9hncj3TH/W7SdK8OouyvDMfWmmYFvOfkjx54jY+bucz29voKfPr6vHpN0JSZLw8PBAdHQ0s4w9NjP/z15nNBoxdOhQGI1GHDhwANOnT+ftPzExETt27EBERIRgRJzQ+bI0HrN235bofi5rg7WiogKhoaGcZaGhodDr9aipqRGcVXnttdewfv163vL9+/cjKCiIs4zOx2xpaRH15DkDS+G+RqNRtG5VWVkZEw6h0+nQ2tqK3FxuvotCocCYMWMQExODO+64Ay+99BKam5vx/PPPA6BUZJuamhASEoK+ffvixRdfxPPPP4/8/Hy8/fbbAChjp6mpCRqNBiRJMiEcISEhKCgowL///ovw8HB4eXkxRtFtt92GRYsWwWAw4KabbhIN+7CXkpISAJTAk7+/P+PprK+vh7+/P4xGI+dYKpWKMWrZtLa2MvWwACp/VayPdGFlkiSRnp7OWUcQhMXPptVq0d7ejsOHD7vkhmg0GjlCUjRHjhxB3759nVKWaO/evd2+TwkT0vl1Po6cY4PBgIKCAs6yQYMG8Tys5rDvO+Xl5cz9XSaT8QZZKpWK074naG9vR0dHB3x9fR0Wgbocr+H0SgIAfxJy165dAIB1yabh2M+/74JaZL4yt0AGQIbCggKIyZDQ+xTjcjy/vYmeOr89NSbtDnQ6HfR6veD4qKOjAwaDgRn7sh1JWq0WTU1NCAgIwG233Ya7774bb7zxBoYNG4aSkhJUV1fjpptuwpIlS/Dpp59iwYIFePTRRxEYGIgLFy5gx44d+O9//yvoILA0HnOVurCEicvaYAX4oawkK/9DiNWrV3NqDV28eBHx8fG49tpr0bdvX05bjUaDkpISeHl5uSRviCRJNDc3w8vLC6mpqfDx8UFMTAynTUlJiWjoRHl5OeNlVSqV2L9/PwYPHsxpExcXh8zMTPz8889Yvnw5pk+fjsjISGzatAlz586Fu7s7o9D27bff4uGHH8akSZNw1VVX4eWXX8bChQvh5eUFHx8fuLm5gSAIpv0dd9yB3bt34/rrr0dDQwM+//xzLF26FABVK6pPnz6Ij49nChx3B/S5CAkJgY+PD/M+ICAA3t7enLYkSaKkpAQeHh5WB1pRUVE2Hb9Pnz68G7CYwh1AXVPu7u5MSSFnc/r0acaLbo63tzfv+uoKOp0Oe/fuxYwZMwSjGyS6hnR+nU9XzrFer+eF3o8aNYqJTLFEv3790NbWhrCwMGbZ8OHDcfbsWV7bUaNG2dWv7ob+PHRtwPz8fAC29etyvobrjxcDF87zls+dOxcA8FjyHmbZ9Bkz4e0mPDx77EWqXWarBwANb31/f3fMnSucUnM5n9/eQE+fX1ePSbsTpVIJhUIhOD5Sq9WQy+Xw9vZGc3MzvL29QRAEFAoFVCoVs82nn36K559/Hk8//TRqa2sRERGBVatWwcfHBz4+Pjhy5AhWrVqF//u//0NHRwcGDBiAWbNmwc/PT3DMZ2k8dvHiReecCAlRLmuDNSwsjDfbXFVVBYVCwYS0mqNWqzmhkLSxoVAoeDcgg8EAgiAgk8lckiNAz6afOXMGMpkMLS0taG1thYeHBzM71N7ebrEv9Lovv/wSX375pWi7wYMH459//hHcnt7HpEmTeAMwdimau+++G3fffTfz3t3dHT/99JPg8dra2tDQ0IB7773XoXOZm5sLkiQ5ifPNzc3Mvry9KaGqiIgItLe3M2HMbIxGIxoaGuDm5sZs5+7ujvb2dk67mJgYm/sYHR3NO0fWvh+CIKBUKp3+wGtqarIoFtXe3u6UPrjis13JSOfX+ThyjukBlvl+LP0GaejnGLutu7u74LY9/d3TfaJDl+n3crnc5vvmZXkNE8KfXS5XoLC2lbfM2ucvb+QbqwBAwvo1cFme315ET51fV49JuxNL49H169dj/fr1zBiY/owHDx7ktPPw8MA777yDd955R3A/cXFx+Pnnn23uk6XxmC33bYnu5dK6ou1k/PjxvNCMPXv2YPTo0Zf0zdpgMDCvc3JyOGVrzI2r3o7RaERZWRlefPFF+Pr64vrrr7d7HxqNBk1NTWhububkjLKFp2iDPjQ0lAnZFYLtwQCERZsseUjNUSqViI2NxYABAyzusycwz7MxD58HuNeahISE49ii3G4rsbGxl1zNVbY2xJWIga+5BADQG0lc8/YhzjJdF/IPDQLiThISEhKXOpeUwdrS0oK0tDTGQCsoKEBaWhqTl7h69WrceeedTPsHHngARUVFWLlyJbKysrBlyxZ8/vnneOqpp3qi+y7BWqJ9dw6auoPi4mL07duXqZ/lyKwV2/BqbGzsUn+Cg4OZ1+7u7hxDEwDi4+0rQQBQ3l22MrBQGF9PwA5p6devH/r06YOIiAhOG7F8aAkJCfvozpx0sRrVHh721/V0FfSzqaWl5YoU/RFSCQZMZWrY6MWsWzNevI7/PBLzvEpISEhcylxSPu1Tp05h2rRpzHs61/Suu+7C1q1bUV5ezhivAJVnuGvXLjzxxBN4//33ER4ejnfffddpJW2cjUaj4anO2ktBQYHDZQ+Eyt10lcjIyC7vl13mgRYJys7OZpbZq7abmJgIgiCY7fr37w+CIDjGrL30xvAcetDo6enJeFfNlYFtHVjSogi9ecAsIdHbSElJcWi73upd1WjEjSWCINDc3MxEvtB6ClqtFhcvXkRoaOglHflkDYPIc04vYMjqDLZ5WH3dL9/zJeEctHoD8qtb4euuRLhf94sqSkg4i0vKYJ06dapF42br1q28ZVOmTLFJ1OJS4MKFC6ipqREUVSJJUnAQ4+npyfGSXW4z2x0dHWhoaGDe09cH27APCAiwa5/m+R8hISFd6yR63wCT7YlnG6ne3t6ccjy2hgRnZGQAoIRgzOv9SkhIoNuUz9mTQgMGDEBRURGioqJQUFAAkiRx/vx5tLa2IjEx0eUTZewasuaQJMmpUd3W1gYPDw9cuHABra2tqKuru6xryIqF6pbWt/GW5VW1oH+A5ck/ggBUit43ESrRu6lo7IDOYERNS4dksEpcUkh3u0sIS/mpYobopVaLy15oQ4lGyAPdr18/V3XHIv3792de9/T3wg5PZHuOCYJAXFwcI0pmbz97uqSGhERvhT2x1hVo9V0ACAoKQlJSEsczSU9QsqONegM6nQ51dXXM+5aWFotl2C43xEKCM8v4ExnLtp5kXpMkifMVTdCbeV291Qqo5L1rIlSid2Cx1rsTIuUuV3p6nCbB5ZLysEqIo9frBT1boaGhKCwsZN6z2+h0OhgMhktO/pxG6GZSU1PDq5fbW8Jx/f39mbqwOp2OF37rKhobGznXhFA+HC0M1dDQwBOiMoftha2urublwUpIXOlYCpW1F6H7PP0bZE9q1tbWIjAwkFe+q6fIz8/naRSUl5f3UG8sU1lZCZlMJpoGYjAYYDQarYYwVzRq8MquLCy9eoBoSPDK79MFl9N8fqQAL+/MwtUDA/HN8nHMch93JeS95Nkm0TtQqVSQyWQoKytDcHAwVCoVL7rLoOsA2Tlh3Z33JVdgNBqh1Wqh0WicOq4jSRJarRbV1dWQyWRS1FgvQTJYL2HYNfzq6+sF8wfN8zdpQ0Sr1TLiPwMGDOAZeZcC7NxVW5b3NOzBWnV1dY94fltaWpCXl2e1HS3OJeT9aGxsRFVVFQYMGACVSiXNQkpIWKG2trbL+wgMDBStsS0WYZOTk4Po6GiO6FtPwo7soCfvehv19fUoLS0FQBmmYWFhqK+vh0KhgLe3N1paWhiNhIiICEGjtryxHTvPlGP78WIU1LTi9/QyBHqaBr2RgR4orOWHAgvx8s4sAMDRfO415OOmhFxkzK43GKEQWylx2SKTyRAVFYXy8nKUlZUJtqlp6YBGRz2zVe2XVkgwSZJob2+Hu7u7S9KsPDw8EBER0WucHlc6ksF6CcP+wQp56wYPHiw6kGEr1RYVFV2SBqtYKBnbgKKFPXoD7O+rsrKyR0RG2GJUgPB1A1B5u1VVVYKCVfn5+SBJEmVlZYiMjORdY0ajUbrBS0iw6I5SVpYGTmKqwQClfeCK+6At3lKlUmlRR6E3lL65cOEC8/rixYuoq6tjPNcxMTGcz1lcXCxosD72bRpOFNZxltW2mq6BfSunYNDzf3apnz7uCshEBu2Dnv8Tx5+7FqE+l2b0lITjqFQqREREQK/XC2pQfPBDOk4XU7nk+5+c6uLedQ2dTofDhw9j8uTJTh87yeVyKBSKXqc/ciUjGayXEPHx8Th5ksptiYqK4qxrampCUFAQFAoF9Ho9hgwZAg8PD0GhD6HBEx0+1p1s3boVjz/+eLflbpkjtl96eXffaD755BO89NJLuHjxIjZu3IjHH3+8S/s7c+YMfH19ERAQAH9/f6ffGGmvARuxAaKXlxeqqqrg7u6OmpoakCSJoKAgjoBZWxvlITB/KGq1WibMXKvVwmAwMOrNQogJhklIXC5Yi0Lw9/dHREQE0tOFw0OHDBlicRLIGQru9iLm0WGjUqksGqzd4Ynubthh1rm5ubwUGr1ezwt1NjdWzRHzfnq7KdCs0dskpuTtpkR9m/hEyCs7s3D2YiPumxyN28ZIaRpXEgRBQKlUQqlUorFdh5Hr9wi2U6nUkMkunWevXC6HXq+Hm5vbZa0oLiGMw24QnU6HkpISZGdnc4QUJJyHu7s7Bg8ejKioKEb5lvaAmXvCaANAKPZ+0aJFGD16NOcvKCgIs2fP7tb+Lly4kClhAADr1q1DQkJCtx7DEuYDvKioKOzevduhfTU1NeGRRx7Bs88+i4sXL+K+++5zaD++vr6c942NjSgoKHCJQEplZSVvmZiHlT53er0eRUVFKC4u5tRtBaiBnF6v59WXZA/Oz58/j6ysLNFBakZGBs6ePSuFFUtc1liatBs0aBCioqJ4Ro+fnx8AIDw83Gq5qN5gsFqalKKxlrdfUVGBsrKyHvs8loQNaczz/hwVmlOAX5d3bBQ1aTx6gHAId7PGdB/1dlMg+PALeF3xiWDb39LLUFDTitU7ekfdb4meIemlvaLrth0rcmFPJCS6hl0Ga0tLCz7++GNMnToVvr6+iIyMRHx8PIKDgzFgwAAsX76c8QBKOAc3NzdOmRY6N4k2TGnjwZLHSqfTYfz48di9ezfzd+DAAXz77bfd2ld3d/duKQljK+afmW2wnjlzBrW1tZw6vvZQXFwMnU6HefPmoU+fPg7XGxWrCVtTU9Mlo62mpgbV1dU2t4+MjIRcLucoF7Ohzx17cCZk8FZUVPByhmkPvsFggE6nY/JOzKmurkZHRwd0Oh3jrZWQuNLw9fUVvF9HRUUhLi7OqugZAKv3o4KCAqSkpLj8d+bm5saZpKNz4y3R1tZmUztn4Mg92Pz+p9FZLgU2NNwHOLoZOeq7MIbI4qxTd3pWxZRc9QbT8iClDhPrf8YixUGEoo7ZVkKCjVCdX5qs8u4ptSUh4QpsvsO98847iIyMxKeffoprrrkGO3bsQFpaGrKzs5GcnIy1a9dCr9djxowZmD17NnJzc53Zb4lOaM9Vc3MzZzBCGxxihqtKpUJQUBDzN2jQII4wR25uLiZPngw3NzfEx8dj7969IAgCv/zyCwDg4MGDIAiC4zlIS0sDQRCMAu3WrVsZL8HWrVuxfv16pKengyAIEASBrVu34u6778Z1113H6Zter0dYWBi2bNnC6zdJkggODsZPP/3ELLv99tsxY8YMRsTozJkzGDt2LBobG5k2v/76K2bNmsXM8P/0008YOnQo1Go1IiMj8fbbb4ue461bt2L48OEAgOjoaM5n/P3335GUlAQ3NzdER0dj/fr1HI9jY2Mj7rvvPoSEhMDHx4fndWZj7sG0lY6ODsYLyv7MbNgDMU9PTwQGBiIhIYHn8aWx1cPR2NjIKyVEG87s80DnG5MkiebmZhiNRo5XuTd4iCQkepr4+Hj4+/tj6NChkMlk8PLysilc3lobOgoqKyvLYruuIDQpFRYWhkGDBjHvba0D3lOlbhypU24eItzQZnkf902OBva8ABlB4nXlp5x1ys4yNWJ2s4EkoYAek2XpGN5ucg4QIOGhEp4MlZCgiTCr7dvTJW5IkkTGxUbB0k7J+bW4f9splDdaj3qQuDKw2WA9evQoDhw4gFOnTmHNmjWYPXs2hg8fjkGDBmHMmDG4++678cUXX6CyshLXX389Dh065Mx+915IEtC2Ou9P18Z531hTAeja0dzUxDFYaU+eeZiZGOyHrtFoxM033wy5XI5jx47ho48+wmOPPQYAvPBPW1m4cCGefPJJDB06FOXl5SgvL8fChQtx7733Yvfu3Rwhi127dqGlpQULFizg7YcgCIwdOxbff/89ACpUly0CBAApKSlMDi/Nb7/9hhtuuIFZv2DBAixatAhnz57FunXr8OKLL2Lr1q2ifd+3bx8A4MSJEygvL0f//v3x119/4Y477sCKFSuQmZmJjz/+GFu3bsUrr7wCgLoZz5s3DxUVFdi1axdSUlIwbtw4PPjgg4KGZVVVlUOGG3uQlZeXh/T0dBQWFjJGal1dHVJTU5k2cXFxVvdpaz+EZPHpyRJ2v8rKyqDRaFBfX4/c3FycP3/eoeNJSFzOuLu7Izo6+pItNWaOJV0ES+HBYmrIzqa+vt7ubczvgdbmFxSsyB81wTVu6dzVtJIGnCvjPyP0BhKPKH7BV6o3MD9nNWedr7trc/o+OJiHL/4tcOkxJeyDHUIOAMHe3N+cJe+rK9h6tBDXbT6Cue/+g1Fmocu3fXoMf52rxPjX/u6h3nUvhw8fxvz58xEeHs5x/tDs2LEDs2bNQlBQEAiCQFpaGm8fU6dOZRw+9N+iRYs4bSIjI3ltVq1axWlTXFyM+fPnw9PTE0FBQVixYgVP2+bs2bOYMmUK3N3d0bdvX2zYsKHHx2k2iy798MMPNrVTq9V46KGHHO7QJY+uDXg13Cm7lgHwM19Y1hl+dPduQVEduVzOeDnZ3tB//vkHEydONO1bJsOqVavw4osvYt++fcjKykJhYSH69euHtrY2PPjgg1ixYoXDAkru7u7w8vKCQqHghLhdffXViIuLw7Zt2/DMM88AAL744gvceuutgsqXzc3NGDJkCH7++WcAwOnTp5GQkICIiAgcPXoUY8eORUpKCkcV8+LFi0hPT8fcuXMBABs3bsS1116LF198EQAQGxuLzMxMvP3227j55psF+04PvIKDg5n+v/LKK1i1ahXuuusuAJT39aWXXsIzzzyDtWvX4sCBAzh79iyqqqqYwdm7776LnTt3IicnB3fccQdPtVco7NYa5qHAer0etbW1qK2tRUREBC8/1haPjZjnVQha6IuGvkbMJzcyMzMZT4+5NyY3NxcjR460eYJFQkJCHEtqvE1NTfDx8XFxj/hYUgTuqYGRkKqqGIGBgaitrQVJkhxldGseVnbkbl+CKzKl7BRj0hqMmPfuEeS/Opez/ruTxVgm5+swKAgD1ArXeVjrWrX4z27q2bXwqv7wUEn37d7IBwfzOe9VZmJfrR2OOSC6A63eiPW/ZzLv61q1+ORwPvr5eyC/ihu1teH3TNw9MRLXvXsEEe4yzJlz6U1wt7a2YuTIkVi2bBluueUWwfUTJkzArbfeiuXLl4vuZ/ny5diwYQPzXkg7YMOGDZx9sMfSBoMB8+bNQ3BwMI4cOYLa2lrcddddIEkSmzdvBkA9I2bMmIFp06bh5MmTyMnJwdKlS+Hp6Yknn3zSoc/fHXT5LqPT6ZCTkwODwYC4uDirogoS3Uu4N4GyZv6Pl/3AHzhwIAAqj4k2GEaPHo3Vq00ztGFhYYiNjQVAhY1FREQwIbZ6vR4jRowAANGQ065w77334pNPPsEzzzyDqqoq7Ny5E/v37xdsm5OTg9GjR+Ott95CQ0MDTp8+jalTpyIiIgKHDh1CUlIS0tPTcdtttzHb/Pbbb5gwYQKT+5uVlcV4W2kmTJiATZs22TVgSUlJwcmTJxmPKkDdDDQaDdra2pCSkoKWlhael6G9vR0FBQXw8vJCUlISCgsLGXXMyspKmweTtLquJdGzrog5+fn52TRBIeZ1Lyiwb/Y9PT29V5UhkpC4lPD392c8hPSsOJ26wCY3N9cpvzNPT89uC+XNz89HYGCgy9XD7Xm+sfum0WiYiJ5Zmw6LbEFikfwA3Gr5Qog05mVqzAVcN+3LxQ0qb/gS3FxkJQxwU7ouh7Wp3WSUN2v0ksHaS9DqjVDICEb5t7SeOzFsrj5t6EGtw4PZVbxlr+46L9AS2PJvAbZ0evM9O72Glxpz5szBnDlzRNcvWbIEAATv2Ww8PDys6hp4e3uLttmzZw8yMzNRUlKC8HDKufb2229j6dKleOWVV+Dj44Pt27dDo9Fg69atUKvVGDZsGHJycrBx40asXLmyx85/l+4y//zzDxYtWgSdTsdIu3/11VfdrjZ7SaH0AJ6zLu/vCEajEU3NzfDx9mZmc1W1tUBRMaBwQ3BwMKNYKCTu4+XlxRg37u7uHMGdvn37Mgad+ey20Ew4fXx2W0fyfwDgzjvvxKpVq5CcnIzk5GRERkZi0qRJvHb0sQYOHAg/Pz+kpKTgzJkzWLx4Mfr3749XXnkFy5YtQ0dHBxISEpgBBDscmN6P+Q/OkRl9o9GI9evXC3pl3dzcYDQa0adPHxw8eJC3nvZ6A6aZesD2GX66MHhoaKjd/bYVsTIagwYNQl5ensVtL1y4ICn/Ski4kIiICMZgValUggrxzqS7y0zU1tb26vrg7M/b1tYGDw8PZFwUN3hvlR/C68rPgAOfMcs6SO45yzPzLDW285+pOwyT8KTsR84yBQxIL+3+yWQ2e85VIDLIE7Gh3nhjt8mwGPvqfrxy0zDcPnaAU48vYZkmjQ4j1u3BmKgAfH//eACAgjXj8fKNw3AwmxuNNTCkZ0Lva1o68MDXKQ5tG+HVu7yrzc3NnPKRarXaqY677du34+uvv0ZoaCjmzJmDtWvXwtvbm9PmjTfewEsvvYT+/fvj1ltvxdNPP808D5KTkzFs2DDGWAWAWbNmoaOjAykpKZg2bRqSk5MxZcoUzueYNWsWVq9ejcLCQl5ZTVdhl8FqPtB//PHHsX37dkydOhUAVafywQcftNuzcllBEIDKSTcBoxFQGqj9dxoTRkUboOSGBHh7ewvOgFiq48c2LuLj41FcXIyysjKEh4ejuLgYZ89ypfHpYunl5eWMWJNQzD0blUolaJAFBgbixhtvxBdffIHk5GQsW7ZMcHv6pkAQBBITE3Ho0CFkZ2dj0qRJ8Pb2hk6nw7fffotRo0YhLi4OAQEBaGlpwYEDB/D+++9zPt+RI0c4+z569ChiY2NFVXyFGDVqFLKzszmiIubrKyoqoFAoEBkZKbof8+/KltIKdL6uIyHEtiI2i6ZQKJCYmMjJiwWAPn36MLnIjuSCSUhcCfj7+8Pb2xvFxcU2lYKxFXY4vVardVhvwFHoe6eHhwcMBgMToeMoRUVFLjdY3d3d0d7eLphKYQ77/kgP7D48ZArBJI0GGDUtkLl5gZDJMZDgT2RrlT4Aaz7Yy407JHv9T2GPEwAYVD6Qa6lnokqgRA4bo5HsUr3NEwV1uG8bZWAUvj4Ph3O4hs/zP2dIBmsP88EB6to7UUA5JU4V1uHnVJOQ47joQCTnc0PQ+/s7Vu2gq6zecRbs9NnHp8dg0z5hodZJMUH4J7eGeT8+tHdNhMfHx3Per127FuvWrXPKsW6//XZERUUhLCwMGRkZWL16NdLT07F3ryn/97HHHsOoUaPg7++PEydOYPXq1SgoKMBnn1ETZRUVFTxHh7+/P1QqFePwqqio4I1Z6W0qKiouDYN1zJgx+PjjjzFq1CgA1EMxIsJUkDoiIkJQhEXCebANLNroFJvpZhusWq0WdXV1zDY1NTWQy+UIDQ3F9OnTERcXhzvvvBNvv/02UlNTOQYfQHnZ+vfvj3Xr1uHll19Gbm6uRaVdgEoGLygoQFpaGvr16wdvb2/mQX/vvffiuuuug8FgYHJCzWF7cJOSkrBx40YkJCQwIbSTJ0/G9u3bsXLlSubH9euvvyImJgbR0dHMtk8++SSuuuoqvPTSS1i4cCGSk5Px3nvv4b333rPYf3PWrFmD6667jpnFkslkOHPmDM6ePYuXX34Z06dPx/jx43HjjTfijTfeQFxcHMrKyrBr1y7ceOONGD16tOB+L1y4wLsJdhe02rEtiBmscrlccPIjNDSUI55lL/QkiITEpUJVVRVaW1sZoQtboB/2arXaaeJCJEkKagA4C71ez4h2BAYG2l3ObOTIkcjLy3NKyokQJEmio6ODJ25FT6iaTyTExMTwKh+wo3Lo5yg7VFZfVwajvgMybTuUfmHIJ/naFnURs4BM3mKG706W8JbJCepYrbE3wSPvDyg0tVBAjzDUYrisAHuNSQC412JqST2SBgTgk38K8GayAldP1SHY13aP+JfJhczrf/NqoJDLANiePiPhfNiKv3lVzfi/j5I561VyGS8kuKdUgvdmcifaH58ei8enUylpHXoqH7tNq4ebQg6ZjEB9qxZLvziBmxPD4VfTu+oKZ2Zmom/fvsx7Z3pX2Xmpw4YNQ0xMDEaPHo3Tp08zdtkTTzzBtBkxYgT8/f3xf//3f3jjjTeY9DShZ5W5Q1IsCrEnw7HtSnp47733cO+99+KJJ55Aa2sr1q5di6SkJIwbNw5JSUm45ZZbOPl8Es6HXYqGfmiKXVDsB2xycjJmzpyJ2bNnM39jx44FQBm2P//8Mzo6OjBmzBi89NJLePjhhzn7UiqV+Pbbb3H+/HmMHDkSb7zxBl5++WWLfb3lllswe/ZsTJs2DcHBwZy6r9OnT0efPn0wa9YsTqgCG7aRNHr0aBiNRlxzzTXMsilTpsBgMGDKlCnMsl9//ZWXrzpq1Ch8//33+O677zBs2DCsWbMGGzZswNKlSy3235xZs2bhjz/+wN69e3HVVVdh3Lhx2LhxIwYMoGaaCYLArl27MHnyZNx9992IjY3FokWLUFhYyJnhsuUG0NHRgdzcXIsTQqGhoRY9xLGxsXaFCbI9vXT4uJeXFzPIMx8Qix07MDDQphm5nlagk5Cwl5KSEtTV1SErKwvNzc02XcO0cqOPj49dER22QP8mBwwYYNPEZVcxGo2oqKhAeno6UzvVkQGNQqHA4MGDu61f1jh37hzOnTvHpGIA1P2HNroVCgVzrwwKCuLpCowYMYLzXdfX10Or1TKiSQBg1FOuU7KDyus1kgLnXc79jswH8kLIQE9MK2BUUd+3AgYcUj+BT1UbcaPsX942t3yYjN0Z5XhzD2V0T3lbLM9WmA5WbdnbPzsuGKos0bO4sYzR6Rv5369KIWPKJtGw6/q6kjGRAaLraPEwD5WCiQrw91Th10cmYvEY4brxPYm3tzd8fHyYP1fq+IwaNQpKpdJiGdFx48YBAJPGFRYWxnhSaerr66HT6ZhxqVAbut60M9PQrGGXh3Xs2LE4ceIE/vOf/yApKQn/+c9/kJ2djePHj8NgMGDMmDGixoaEc2APDtghs0LQxs66deuwbt06JCUlISVFOI8gNjYW//zzD0pLS0XDTidMmIAzZ85wlrEf4kuXLuUYgWq1Gj/+yM29oWlvb0dDQwPuuecewfUAN79z0KBBqK6u5oSMPf7443j88cc57Xft2oU///yTt69bbrmFp9RmKecyISFBcDA6a9YszJo1S3Q7b29vvPvuu3j33XdF21gK3dNqtVCpVMjIyABADbTEjL++ffuib9++IAgCbW1taGpqYmq7qlQqXp6DNdgCKiEhITyvidD5IgiCd578/f3h6+uL4cOHi9agpY9XWVmJ5uZmREdHd+vAWkKiu2HfO9vb25GTkwO5XI4RI0bwrl06XN7ZUQRxcXEwGAwWDeHuDEO+cOECzyva0NDA+5wqlYpXNkGI7s6DFYPWZSgsLERgYCCMRiNPsX3w4MFoaGhgtB0s9ZNWZVcQ4gKIMoJ/vxyQ+yUA8eeHEHLaYFUoYJRTRrWSMEBNUM+RKfJ0/GKcyNvuga9PM6/btPZ5R3U2GDYXqlsQHew6r74El1Yr36lSTvQaD+uJQpNQ5KgIvx7pw+XAuXPnoNPp0KdPH9E2dOoW3Wb8+PF45ZVXUF5ezizbs2cP1Go1I8Y3fvx4PPfcc8z4k24THh5uMb3N2dg9IlQoFHjuuefwxx9/YPPmzXjwwQeRlJSEG2+8UTJWexh6QGAplNMS7LqlNM7MkQQoo6esrAwvvvgifH19cf3114u2ZYdrJSUlWc1vqq2txRNPPIGrrrqqW/vc3fj4+MDPz48zM0eSJGpqanD27FlerqhYjjjBUs8zV5Jz5LdprbSNUK1Ic2NVJpMx+1EqlfDx8eGkEbD3097ejtLSUjQ2NqKoqMju/kpIuAKDwSAqOmYwGATD4l0ZTmXtPt+dkQxCIbxsARIaW2o/A44L91nDaCSx+NNjWPFtquD6/Px8Th1zmUwGpVKJ4OBg5nzGxcVBpVIxn0XI0+CtreUto6ENTTF80ILjwa9imZw/wcrdD/X9yWVyqOopz8qrCpOQ0/Wyoxa3d4TIQOu5jiX11rUXJJyHtRRluYzgRAAAwMs7s/Dczz0bYrvhhmE9enxX0dLSgrS0NEbrhU6Po3Pl6+rqkJaWhsxMKkcgOzsbaWlpjKczPz8fGzZswKlTp1BYWIhdu3bh1ltvRWJiIiZMmACAipx85513kJaWhoKCAnz//fe4//77cf311zPjrpkzZyI+Ph5LlixBamoq9u/fj6eeegrLly9nIkkWL14MtVqNpUuXIiMjAz///DNeffXVHlUIBhwwWDMzM/HTTz/BaDRi7969mD9/PiZNmoQPPvjAGf2TcACxC4odPkzDjr13taokQJVd6du3L77//nts2bLFYh1O2mC11VMYEhKCF154oddLoBMEgYEDB3JUm3U6HSOs1BW13YCAACiVSo4qsa3QXhKxATDb4yp27SQkJPCWmU80CBm+lkr1SEj0JFVVVYJGGY15KBV7mauFkHoC8zJegGPPFntqQVsjq6IJR/Nr8Vt6maDBbv59CvXXy8sLw4cPZ8KuFQoFLy3CqG3jbUfIqWeaNYP1WcX/ENqcgbXKbQDEJxWIzv0QrPtytMx0zck7vbwRAd0nqBMZZD3XurJRg9U7zmDk+j1ot9ODK+E4/92XiwUfJ+NInvhkCQCQJL+sDQB8c7wYZQ2um2zQsWrpLL06EsP6dt/vvDdz6tQpJCYmIjExEQCwcuVKJCYmYs2aNQCoahaJiYmYN28eAGDRokVITEzERx99BIC6J+3fvx+zZs1CXFwcVqxYgZkzZ2Lfvn3MGE2tVuN///sfpk6divj4eKxZswbLly/npN/J5XLs3LkTbm5umDBhAhYsWIAbb7wRb731FtPG19cXe/fuRWlpKUaPHo2HHnoIK1euxMqVK11yrsSwKyR406ZNeO655zBixAjk5ubi9ddfx/Lly3HdddfhiSeewLZt2/DJJ5/YJewi0f2IhVKqVCpeyGZYWBhkMhlKSkqs1tw8depUd3YTACXEZMuMv06nY/KNujvvq7fQlVA9MQ9qVFSUYBkfW/D19cWAAQNE+8X2CNNhygqFghmUu7u723Rcf39/i9eeTqdzWaighIQ1ulJrtK6urscUFmnYnkRnYG+OU0xMDPPaWWkA5Q2m3H92/qWvr69NocpieHp6oqXFVIqGVj4lDaaJCfq1zIrBervCVHvcG+1ohrDB2ZfoVEw1iHujo4M98feTUxG5aqfFY9qK0Qan/DM/mdKDNu7NxvPznCMcKGGipK4N7+wTT7Nh46aUQy0X/n0ZbPmCu4nKJtNvcdUc1+Wt9zRTp061ONY1T6Ezp3///jh06JDFY4waNQrHjh2z2peIiAj88ccfFtsMHz4chw/bl+vubOx6OrzxxhvYuXMnjh07htOnT2Pjxo0AKI/Jtm3bsGHDBixYsMApHZWwHUtGgtDAX2wAw34QW9reFZw5c4YJF+vtHlNHYc/q6/V6m8LjhgwZgvDwcIuDxK6cr6CgIFElU/bEAf2a7UGy1Zsk5PkHKO87XWuXDpORkLiU6S152bbWe3YEeycU2YJG7HzR7vJG/3CqBI99ZwoF1utNn72xsZFXss0ezCOCjCRA6nUI9uB+z6TRAH2HxsKAlbTwjst18uPUi+MfCa4vJwPw2LUxguscoV1rwPELlr135vyc6pxa9Fc6JElCz/JQZlc027TdfxclwF0l54UEm/bbLd2zyrmyRkx84wDz3k15eTofJJyDXU9PkiSZB65cLufdfGfMmMHLt5NwPZYGI0LeMrH2QoZsV8JTNRqNRSMsJydHUJTHPE+KViu7nDl//rzF8GiA8qp6eHigT58+PTIQJggCSqUSMplMMKyXVku2ZT9CVFebav21t7d3yRMiIeFs2JNGYvfJ3jLZduHCBaftuyufkR0p0hVPNs2nhy/g6R/PoKVNA2MH9TzLy8u3uI09ocjmz0iSJGForUOQJ3di9/3rwhGm1qOsmW8ZyGHArXKu50TRhZIxAT6euH4kdR7HRQursXqobDcU7txyHHtsUC9mU9PSYb2RBFo79NidUcEJodYbjNh2rAhH8ylPemFNKya8/jc+P1KApJf3Ydxr+1HdTJ3f2lbbzvOsoZSehVBIMACQFqdIuk5VkwaPfZeKee8ecepxJC5v7BrlPvXUU5g7dy6uvvpqJCQkCMYzCw1cL3e6YsQ5A0sG3YABAxAQEMApIWCPseOoYIdOp8O5c+d4qsI0er0ezc3NaG5u5hkm5oOry7n8CfuzWfMwWFKGcxXDhw/HyJEjBQep3S3vXlhY2K37k5DoTti52WLPhN7iYbWUg9tVuvIZFQoFR6PAkqq4LbyyKwsAoK0pgq6+DEZtO17//TSKasWNYbaWgDXq6+s57386fREkScLcHgzzACZGB6CiRchgNeJN5SecZcouGKxqmUl878PbkwTb2KMSfLKw3nojCYdY+X0aHvg6BS/+msEs2368GC/+koHFnx7HI9+cxtS3DuJiQzte+iMTda1a1LRocapTZbehzXoU1tr58YwnU9RgdfKQauPeHPyaxvW6i/VFQkIMu3JYn3rqKcyePRtZWVkYPny4S+um9UZUKhVkMhnKysoQHBzM5Ig6C6PRCK1WC41GwxkU0BL9bCzV66QNHbqNVqtl9sHezmg08vZNEITFfYtRX1/P7KulpYXnPWxsbOSs9/DwQEtLC9zc3Dj1QAEq79WRPlhD7Py6AroGYHV1NeO5tISt3ktnw1YmBijvBO0Rt3QOo6KiUFBQICjQIoY1j7OEhKuhy0i1trbCzc0NMpmMuY8YDAbk5+dzhO16i4cVoO653SlsRCP2GQcNGiSqrsyGfd9obm5GW1sbc267CqnT4ERRI9JL0vHjg1fz1vfr18+uiTYvLy8mdaZF05mrqnKHWsa1AKhzImwkCuW2CnlYrxkcgr/Pm01G9xkJlKdzlzUWMy/9PVV49abhgkqwda1aBHi6XmhRwsRf5yjP9Y8ppXjr1pH4ObUUa387x6z/4wxfcRwAHtx+GieeuxbNGsuT2muui8eyCaacebGQYGfell77MwvfnSzhLX/5ClEHlug+7B4BDhs2DMOGSRcaQD1Yo6KiUF5ezii6OhOSJNHe3i4oZmN+fLG8QCHKy8sZVVZfX19mYNDU1MTsNzQ0lClx44jibENDA7MvlUrFy4tkH0ulUsFoNKK4uBhyuZwXsuzh4SFYTqGrWDq/riImJgbNzc2Cg7NBgwahoaEBarXaakmfnqJ///7Md2Mply0gIAAqlYoppZSUlIT8/Hzm8wlNwkgGq0RPYx7d4ebmxrkf0p7VrKwsZhnbSOstHlaACrl3hsEq9hmF1N2FlpmnrdDnMjo62ubnWlWTBp//yy//pW+mcjE1IkFR9qoZ+/v7Mwargb42CALeHqb9hPl0Rp11XhsaPQk3hen5ImScKgg9L5G1qV3Am3bVvcBvj1rs4+xhYYIG648pJbhv8kCL20q4DmsCWRtuGAovtQIrv6cmKMa8ut9iewDwcedOfIt5NZ0puvTxIW6EXHwfH3y+dDT6+HZfPWiJKwObR4Cvv/46Hn30UVEBFjbHjx9HTU0NI898OaNSqRAREQG9Xu9UIQuACqs9fPgwJk+ezPHAmddPjY6OtsuoVKlUTCh3Y2MjRo0aBYDyihoMBnh5eWHgwIFIT6dulJGRkXYbdEVFRcxgLyoqincdtbe3M+fPy8sLOp1OVPk2OjraKSV4xM6vq5DL5VAoFKirq+OEvyoUCowcORJA95Z6cAZqtRq+vr5QKBRWxVfMS0IMHDgQJEni/Pnzgu2dVaNRgqK9vR1VVVXo16/fZavEbS/WFLbtNUBdPRHGjnhwBZYiJmQyGXx8fNDS0oL4+HjU19czpbPYCNUDB6jUELqwvTUe/TYVxwuoSViStD1lp7m52a7JXvb3ST/fSK0GKrlpeaCxhjJWO/tR0UIi0s+0fqSMn1P7rOJ/eES3gnkf5uMGjd5sfCFTAHLr3uAATxV+f2Qi5r/HzR+8UN31HGEJ1zB7aBhuSuwLbzclUosbsO0Yt0757scnQW8gcdsnx9DcYfK6mt9t1CIGqwtFgrFzxcReFWkicelgs8GamZmJAQMG4NZbb8X111+P0aNHMw8bvV6PzMxMHDlyBF9//TXKy8vx1VdfOa3TvQ06hNPZRo5cLoder4ebmxvPYGWHMYWFhdm1X/PtNRoN/Pz8oFaroVar4e7uDnd3d6aNSqWye0Db0tLCbC+Xy5Gdnc3kaCYmJqK1tZVZT4ttiIVmeXp6OmVALXZ+XY15HnhP1MftCoMGDXJ4W4IgEBgYyIiZ+Pr6wsfHByUlJTAYDGhqaoLRaHTIyy8hTktLC7KzswFQhoU9eXyXIxqNBrm5uUw+/bBhw6BWq3m5qfZqNrj6txwUFCRqsHbVkDX3NttiTLJL2Ig9p7rDC00bqwBA6mwXa7P32ck+B3ReqKG9CbW1dRhNZMOfaMZj2p+BQ6lM3KXS7ONNl53m7fc6+THGYPVGG7bHp+OYx2Q8f5HVyM0XkNv2nPJ24w/1BoV4CbSU6Cn6+rnjYkM7wnzc8Nldo0Xrk7504zCOwTolNhiDwyil7XA/d2RXmpSDzb93sZBgo4t0QT66I0kyViUcxmaD9auvvsKZM2fw/vvv4/bbb0djYyPkcjnUajUzuExMTMR9992Hu+66q9sFVyTE6eogyHzgkZ+fj6SkJGa5eZ5ifX19l0JS8/O5M8oNDQ12fYbeFFbnDMxv6L0lX9VVsI2AQYMGMQIxra2tyM3NBQAkJCTYPGlhMBhQW1uLgIAAKaxYBNpYBYTLWV1pnDt3jvP+/PnzCAsL40Q+DBkyxO57r6vvXc6c2CkpMeWl9WqPvB0eVnu/T3ZU1b/5VLgxQcgwv/J9DFWeNDXM2c289FBy7+/LFH9ZPMarys8wMO0YBuINPI9vTCvsMFj1AiJgAwKtR8tJOI9/ck0q+CkvTEegl+1j5rsnRGHLvwWICfHCOwsTmOVVzVxtD3MDVSETNhadYbC2aw3IKDNNim24YShmD7NvQkhCgo1do7cRI0bg448/xkcffYQzZ86gsLAQ7e3tCAoKQkJCQq/Nq7vcEcoDsgcxbyJdVsTcYC0qKrL7u1apVKJlSTo6Omwe8Hh7e1/2M3Tmkz1iIXKXK97e3vD29mbCxulBPtu7ZY9S9JkzZ2A0GlFSUoLExMTLfsKjq0jlg/jo9XqUlpYy7+VyuUO/y564d0VERKCqqgoxMTFdqjlqDrvsVK/2yMuEny0GIwm5yADeVtipLbFRA4CjhSDUHpglO4VSkW0IAkC/q4DSkyItuMyXHxNe4eZLhQXbwMBgvjd1+Ven8PU9YzExxvKzPNhbzZRRMSflhenQ6I2Y8PrfNvVDwsSSz08wr+0xVgFgzfx4PDY9Br5mOar3TorGm3+ZJh/NDVGx+8/JgjrGS9tdDFmzm/P+xsS+Ii0lJGzDoZEbQRAYOXIkbrjhBixatAjTp0+XjNUepKsDcLHt6dDchoaGLu0fsDwILi8vtyn/NykpCbGxsV3uS2+nV3srXABBEIiNjWXUVYW8HtZK/rBhG7o1NTVd7+BlQl1dHVJSUnj1LiWD3jrO1ivoToKDgzF06NBuCUc2Go2MtgEbV6VQOFbSTHib08V1+OyfCwgIDoWOJBAREWH3nn18fBAdHY2hQ4dCo6fuM0ZNi8WcQJIEcO8+q/v++aGr4a608CxQ+wCEyPrsPzm1SgiCEAwLvuPz45i+8RAOZouXwtMbxD3UgV5q9PXji+eMivAT77dEt2BurALA/ZOjsXXZVcx7hZmH9YDI95xa0tBt/TpdXI8FHyfzlvu49VyalcTlgTQyuUwYMWIE+vXrxwgm2YOQgWSPQSCETqdDUVEREy5uKRSTJMlLagAo4VqEDChHw1al64zCaDSioIBSUTUXuTIXw5KwncGDByM0NFR0fW+LDrHXACwqKsKFCxeYa4emublZZIvuxXxyxSZEPuNrxzXYWSzD478VYtGP5dh6utaBXZM4flGD8hYDcy5HhylQ1Sp+Xtv1Fs75gInU//BEJEb4I+ul2ZzV/1040vTGzVfUe4xvFwEFhwBtK6NOfPL56Ti5ehqvaV5VC5Z+cRL1rcKTyjqD/ZMEve06v1JQyGWYGheCNdfF46bEvpg4iOtIGhsVgDDU4oDqCTyr+JZZPjisa1F6ABUCvOqnM7j5g6M4wcohB4Dx0baXr5OQEEMyWC8TlEolQkNDHXpQmCv2yuVyB2eyTeTm5qKmpoYpSWBpECyXy1FcXCy6XuLKRuiaLioqQkpKCk8ERwj29d2TYlq9CaGyQTRXulHPFiOyV4vB09MT/fr1w+DBg5l6170Ze+tZ0+XPXKk8zEYoUueZH9PxvEDZFpr/3ChcL56QySFTuSG9lPos7x/gq/Va41BONR74+jSmvXUQnQ5WhHiAeS1EeexS8ZXuftR/tbABcUMcKwzdzRcoFgkXBoBvFgGvhgPvDKWaK+Xw8xC//9V2GqwGI8l5/usseFhp4kK5/dW7Unb2EuRoninSZ1jf7g3FBYC7J0bhnYUJvJD3gcFeeFb5HaJklXhQ8TuzfEQ/vy4fc9uxQsF6qwDw6V2ju7x/CQnJYJWAUqnkFLf38PDgDGgdCVFtb2/nvLdUkuRKD4EVYtiwYSAIAgMHSnXyLIWoVlWJh7LRsA1eKdyVEk3LzMwUXX8lGqwajQZnzpxBWVkZLl40SbEOGTJEMFfV2sSgp6enYFmu3uZ5qqiosLmtpbSO7vbKm9dipTH37FY1afD9qVJsP16Mlg5+VNC0uGC4Gdt5y7uLjIsmw7200/mr0Vn5/fhZyPeVd4Zt2zARx89hNbu29J2fu9m2GvEKGQGt3ojpGw/hni9PMcvFDFZPlem5/ZmZQWKwpf9XMIs/O868nhTDL+3kTLzA/z0Yu2GCoapJfBLUSy2JHUp0HWn0JgGAkvOPjo4GQIU50TPpgP0GpfmAt6Ojw2IolyTywketVmPUqFGXTPmWzLImHM13Tn6opUF+RUUFp8YvTU1NDROmyA4ftsUjeznT1taGCxcuCK6jJ0d0Oh0qKyuRlpbGqDJf7pSXl0On06G8vJwz2SaXyzmGJ0EQ6Nu3L4YNG2bTfqOiorq9r92JJU+7OTk5OaLrulsYbsiQIRgxYoTgOvZvmD3ONgiErh7IrkYHaftgWWvJNSoAO0fw+xRqoqOlVHwyCIB4GC9gMljFlI2NLKPczReImWF6r+qa6q9cRuBUYR0Kalrx93lqItBgJJlzPMdM4fXXRyYyr/sHeCCGVSZH70AY8ZVKd4Tj2gMhkNNt6AaV4M+OFAgu//B2+9PUJCSE6BaDtampCb/88gsT/ilxaUIbBiRJchQg7TVYzb03GRkZgp4tS0XmzZHKJPVu5r77DxZ/ehwXql1bEsVgMKCmpoYpfQNQeW5FRUXIycnhGbJFRUXIy8vrco72pYpYCKhcLmdEeTo6OlBaWsrUvW1ubkZDQ0OXjP3GxkacPXsW9fX1Du/DmQgZbnR5JXb+fUhICNzd3W0OLTc/Z73Nw2pPSLCliUVnfC6xc1xYWMgYlmwV1A6RyABNUx1vmcxN2CNcJ5LHKQZHFIkgMJgoxhrl17x2fbwJBHpQ5yjA3198h4pOg7X4KHDiU/56A6t/br4AwXquioQR20qb1sALIWV7V9+8dSRnnXkd1z8fm4QtSylPq6vqel4OdFWp2l4U4N/HU4sb8NZf2byyON3BnOG9PzVC4tLAIYN1wYIFeO+99wBQoZ+jR4/GggULMGLECPz000/d2kEJ18E2WNkEBATYvI+WlhbBgY3QYNdaTczBgwdj8ODB8Pb25hScl+hdsK+XI3k9o8Lb1tYGo9GI6upqTtig0IC8sbGRU6LkSkLMsIiMjBSdmMrJyUF+fj4qKysdPm5eXh60Wq2od7cnKC8vR0ZGBqqrqwUjQGjxJHOD1R4CAwM53seeNlh9fX057+0J/7aka+DKz/XvuULEr9mN9w/kcTx5Qt5RY0cbvMzUcZV+YVD4Cgtj/Xe/fREFbFuDIGR4zINbyiPSj8CoPjKEe8ug7vx5yQydkyMLvuLvUM5Sct71FGA0+36+v9P02s23s0ZOJ6quhWV/mVzIMZ5IkuQYrOwanm/+H9/7rZDL4KWmJhn0ZnmwEibOlDZw3l890MkVNkiSynVe54v++x+CL8G/123cm4P3DuThke2pzu2LhEQXcMhgPXz4MCZNmgQA+Pnnn0GSJBoaGvDuu+/i5Zdf7tYOSrgOMYPVkuqlOdnZ2dYbmR2PjT9r9tnDwwOenp6IjY2VPKy9GC1rULPm13M90ofGxkakpqaiuLiY4y0Ty9U0z7G+UjD/bctkMgwfPhx+fn5WIynKymzLhWPT0NCAM2fOcJaxveE9SVlZGTo6OkQF3+gIEKVSCZlMBrlcbnWSzRyCIDBkyBDmfU/n6zvr+K7MDf/w0AXojSTe/CsbOtZEaLOGHzWhqy9D/wBuqCyhchc1sGNC7DP6zMWFZEo3znuV3FTDnD4kqezsT/wN/B12mEWoEGbn9WKK6bXaB5y8VQX32PbioZRzjP4mjR6pxQ3Me6Vchj8fm4SXbhiKW0b1A45s4nmB6Qjptg4Dxr/2N1Z+n9alPl2KVLUDNS3iofbXv/cv532AZ9fLTVnkh7uALbMAAL4X/kCiLI9ZRZh5W08U8qMRbEGs9NEDUyQNDonuw6GnTGNjI+N12717N2655RZ4eHhg3rx5V0zO0+WImMHqrNlzoUFOZGSk048r0b1otOKhokfzavB7uriho9Ub0awRF+SyFXvLXZhfeyRJoq2t7YrzCri5uTGhwLYYM/bUsdXpdMjPz+cJrvWGZ4Qt4c30/Ucmk2Ho0KGIj493+J4UGRkJX19fhIWFWW/sRLqjFqsQrrhXd+gNWPNrBgpqTL91ttBLbhU/HeGqSH9eyOWiq8RFjyKD7MvFNZgZrDqIh4ozvSj8R3yH5gJJVRbyYd18uAattmulha4ZHIIAL9P1YTSSuHPLCea9XEZgSB8fLBkfCVl7HbBvLeUF1ray2lD9qWjSoKJJgx2nTQJmVwJpJQ14JU2B8W8cwpdHC3vH8yTzV9FVt8kPOLRL88/1zQn+pN+j1wzCyhmxDu1fQkIIhwzW/v37Izk5Ga2trdi9ezdmzpwJgFKfpPN+JC49xAxWIcwHfCRJIi0tzeZjDRo0SDC8TiaTISkpCUlJSTbvS8K1nCqsw+odZ5hZ5HYzVUxacZAkSSz+7Dge/TYVxbVtvP2QJIn5m49gwut/o8mK0UqrWHeXiI359ZuXl4esrCyOQuzliHm9THsniIqKilBXV8cRZRPCaDTyPKtselpozVoorLnxrlKpumTsBQYGYtCgQT2uUt2nTx8EBTk5BNFJfHLoAk6zPH4AcNunprIuK77lhzNGBZm8q6FEPUYHG5F+Udyws7fm6JlSbnkfvZlHlKXJxHhYaytZ95hZr3F3qDYrcfLtIvGDm4cE1xeKt2U902+JFL72SQCFNab7tEZv4TeiaTC97jCdT4WL8zF7E7+mXcStn5gM/LW/nUPU6l04lFMtus2Oh652RddEGUnYX8qJJEks+uQYln5xghkrbtrHn4R8cmYcVApJ11Wi+3Doanr88cdx++23o1+/fggPD8fUqVMBUKHCw4cP787+8fjggw8QFRUFNzc3JCUl4Z9/xGcrDx48CIIgeH/nz593ah8vVewxWM1FSmpqauzKh5LL5ZDL5T3ucZCwn0e/TcW3J0qwuTPfy1yopLSeCrfV6ExGYUUTP5c0u7IZ2ZXNaNLokV1h2TsQFhaGhIQEXj61rYNvc0PX/Pqlw1S7kqfZ22hsbERDQwNnmXlovVj5EEsUFBSgoKBA9Peu1WqRmmo5F8pej3h3Y35eaIYMGQJvb2/ExcW5tkMuQiaTYcCAAYzhbJ7T6gjOfubTnCuzv/ZreSN13/FCOw6FbsQ3irU4b+Fe8+Zftqe0AMBvZtEjbeD+njyUJgOunZ6T68uajDUvcdPewH3fIByuTpIkZbCal7IRw2CaEIz2Fo4uMJIk/vOXaWzE9R6TwN61QFZn7c79602r3o4D0v8HAJBdoVFRbVo9HvsuTXDdXVtOIHLVTuaP5rm5gzEqwoIAV3egNwtN7pPQ5V3uOluB4wV1OJhdjVYt9QywV6xMQsIRHDJYH3roISQnJ2PLli04cuQI8/CLjo52ag7r//73Pzz++ON4/vnnkZqaikmTJmHOnDmiOUg02dnZKC8vZ/4kAR9hrBms7EGcucqqraGCYWFhCAkJYer2SWG/vYeUojpMeP1v/JQiLkhEkiQzCDxZSCm+tuv0uIo4j9kyanaZnplvaDc9xIQeaLM3mSabbKkDZ+71kslkNudDmteJNBgMdpX0uNSora1FXl4e8vPzOYYl+7ctZKywDVhrv00xo1MsbzgsLAw+PpQHqSfLC5EkKfjM6NOnDzw8PBAbG+uQIX8pQZfqsTcnVwhbFZO7SrWFvECat/dQBidJkjBqNbhuBKVQGk7UwNeNgLeagExAJZUmr6oFaSUNDvex2CBugDDpoXFzTAsJszD8oiNWj9HUQeJ0uRGV9W1cD6sldq8C9B1QvBaGh3PvwlUEf9K+pqUDbR3se4Vp3XWyY8C/m4D/3UGtyNvP3fjn+wAACvmV+Tx/ePtpu7e5ZVQ/J/TEjGMfcN/Lub9VBWF/ze2HvzF9Vp2dZaB4kCRQlSUcHVCeDux6Gmit7doxJC4bHPbXjx49GjfddBNnIDhv3jxMmDChWzomxMaNG3HPPffg3nvvxZAhQ7Bp0yb0798fH374ocXtQkJCEBYWxvz1tPBFb8Wawcr+rs3LU9haJiQkJAT9+5tmlXva03KlQ5Ikvj9VgshVO3HLh8m42NCOJ39IR+SqnSiqpb6bjXuy8fqf59Gs0SFq9S5mW7p0QUuHAT+oN+Aj1SYMJorR0kFdC43tpln9HacpI7hdD2w/UcITpbAnFI8eZHt7e4v+lmNiYpgQTqVSCZVKxTPAMjIybD6mvej1+h4zygoLC1FYWMi8Z4ffsoWTBgwYwNs2Pj4eo0aNQlJSEkaOHIkRI0YgJCRE0HgVM/jFPK8+Pj7M99WTZYXYKtJs+vS5csov0N9nd1yjrpp07NBbv0ds/jsPjW06eBmaoasrhZdaAejasWaSaXLmkbGWvVpP/ZBuc5/umxzNed/W2inmZh7aC1apF4XadP2b12QNHGT1mIUN1HdWWlXHF2US49TnwLe3geis4/qDegOvyRP/S+dEwrA9rNfLj5oapn4NyIQnOlxdoqW3cCCbH/YbG+qF124ejs/uHI3n5g5G0gB/PDxtIF66cRhOvzgDgV5OEJI0GrkzDeVmaRlm35snuJFPnDJNNrDiuy6qCp/4FPhgHPDfkdRkCJuPJwMnPgE2J3btGL2Ew4cPY/78+QgPDwdBEPjll18463fs2IFZs2YhKCgIBEEIpthNnTqVFzG6aBE3baC+vh5LliyBr68vfH19sWTJEl5EUXFxMebPnw9PT08EBQVhxYoVvDSds2fPYsqUKXB3d0ffvn2xYcOGHs/Jdmh61WAwYOvWrdi/fz+qqqp4D72///67WzrHRqvVIiUlBatWreIsnzlzJo4ePSqyFUViYiI0Gg3i4+PxwgsvYNq0aaJtOzo6OAMxOudLr9fzxENcDX18Z/VDr9czA232d8o+Hv2graio4AzwNBqNzYMf9v7Mc+F68hw7+/z2NiqaNJj05mHR9VPePIidj4zHu39TqoKVTVxl3fMVzWht70Bji2n5WFkWfk0txfA+XqhtNi3fk1mJ3IpG/FQow8mTWXhzTw5nXxqt1ubzPnDgQNTW1iIkJARnz57l3ERDQ0OZfNfBgweDJEkQBAGdTofhw4fDYDAgPd00INXpdDAYDBwDqqvfP/sYiYmJLhvQ63Q6NDU1oaqqiuM5u3DhAmJjKfELc0PRls9KT/SdPs31IhQUFMDPz4+zrKysjHOMkSNHoqOjAxqNBm5ubsy5bmpqsqtcVndhMBg4NabZ2GJEXy73CPp76OjosPmziJ2f7jwX5ufXw8PDblXpU4U10DRSXhn/1A+B/N8xyIMA/Cjj7r4pA/HucXGPWF5Vi82fyVvFNRjd1QpAD6CD32c6Q0Kv16OtrQ3u7u4gjNxBmH7cI1DsfNziMem7iZ6UQac3WJB5MiN/v/U2LDq0pnMgZ3ulf3tEsL1OpwNpXoYHl/5vxV4SA40o7XDD53eOQpgPpekyJSYAy8ZHcNp1+3npaIbyrSiQAdHQP0hFO8kJGeOVMsbNAzSNHC+V3CzawE0ps6tf/+TW8Np7quX4aHGi9f0YtFD++bTpfdbv0J/dAXiFAU0XTb8LTSP0J7aAHDQDsu9vxwh9EHTa6Tb30VnYO+na2tqKkSNHYtmyZbjlllsE10+YMAG33norli9fLrqf5cuXY8MG04STeTTQ4sWLUVpait27qRJb9913H5YsWYLff6fC+Q0GA+bNm4fg4GAcOXIEtbW1uOuuu0CSJDZv3gyASpGaMWMGpk2bhpMnTyInJwdLly6Fp6cnnnzySbs+d3fikMH62GOPYevWrZg3bx6GDRvmkgEZnSNpXmIlNDQUFRUVgtv06dMHn3zyCZKSktDR0YFt27bh2muvxcGDBzF58mTBbV577TWsX7+et3z//v29Rqxi7969TtmvTqdDUVERZDIZx/hkn9+8PJMkenFxMRMOlp+fzzEc5HI5vLy80NhoyjuKiorifVfs/Zkfq6dw1vntbXyYKYN5kIWcIGEgTb/nhR8dBT1E+jmVr/a79qu/oNVpcX3n+/XKL3FTzgzswgWcqSMAmGZs575/nDleawd3YPPhnylozbPf29PY2MgxQKKjozkGqRDsay4lJYVX4qar16BGo2HqvJaUlLgsZBIAqqqqUFVVxVuel5cHkiSRn28S2bD3c3Z0dKCkpISz7Pz58/D29oZMJkNDQwMnNSAkJIR3jJKSEmZCMCIiwmmqtWKY32/Y2HM+LtV7xL6LBNoNBKb6N6KyshIeHh7IycmxviHEz50z7tn0+b148SLa29uhMQDs4Qo9ESXEv8dOQqvXAyDgk08N0iJ8TW2P/L0HAPUsH+xrxMx+Rrx7jjsU2rVrF2whq5R7j/PzUgMNwm31RkAnd8O/R44gPz8fRqMRcboMXMVqczozH2OsHJN2Yh7591+0FHniWpt6aj8HDx2CPUPEgz9vRQkZwtvmvg92Y1yIEWH2CTBfYpg+89JYI0iyDaePdL/jxhJJBR+gHwCi7gJ27doFT005JubuBS2DekA2CcPrvgZb6rKA5GqI1Lfp8MOvu1DWRmCQDykScc7/rahkcmiNVOPFUVrUnT+GXVakYsIaUjDWfM8/LRNsq9j1BPSECnJSi0C3vti7b5/lnbsAexTzAWDOnDmYM2eO6PolS5YAACc6SggPDw9R7ZesrCzs3r0bx44dw9ix1Nn99NNPMX78eGRnZyMuLg579uxBZmYmSkpKmNSQt99+G0uXLsUrr7wCHx8fbN++HRqNBlu3boVarcawYcOQk5ODjRs3YuXKlT2WyueQwfrdd9/h+++/x9y5c7u7P1YxP1GWHlxxcXGcvMvx48ejpKQEb731lqjBunr1aqxcuZJ5f/HiRcTHx+Paa69lPDc9hU6nw969ezFjxgynDIK1Wq1gmOSoUaOY12wvi7+/PyNmY+59CQkJQVNTEzQaKuTE09NTUMiksbGRGUR7e3v3aH6xs89vb+Ox5D3M6w9uS8C0uCAo5DKkFNVj0WcnAQAtess3pvRWH1RVVYJ5KgKoNnhg7tzJaE25iDE5P8KfaMZfRv4wTEYABGmAGjqk1LhhwvAYPHqNfXXbSJJEXV0dGhsbERoaCk9PT6vbmF+r5kRHR/M8h/bQ2trK1COOj493mXK6TqdDXl4exo0bx8tN7NOnDycqwsPDA4MHD7Zr/+beaRpvb28EBwfjwoULnOXs+waN+bkXauMsjEYjJ8wqPj4eWVlZIEkSQ4YMsSlv9VK+R5TUt+GxjVSO5B2TxyEmplb0vizEmTNnBL0K3fkdmp/f0tJSVFVVYfe5CgCFpoakkZ//2cmC2ZPx6T/csG/2GGFW0esYL1uGZONQ9AkLwaOLRuHdF/dw2ts6tjm/NxcooY9F4j7lbmQBIAOiQdSZfg/GhCXQ/7kVsqsfwMTBE5nlodnc6LDEGx8F3tls8Zj0tPDEiROR5FkBZHUu9woF0WISjdPf9iMU3/6fTZ9DiAkTJwHpyQCAXLIvroXl8M9pI/qjLGgCNqRyo3YOlMvwT6UcWetnONyX3ozRSALJ3AmsmTNdf3+Q/X0SSKZUs+dOGw/lRu5YavK06ZD/tQ9oNo3xikiuAwgAnk9RgCSB/9w8DDclhvPWs8cNAPVb+fLiCUbB++nFs60bNC2VUP73Tls+FoOCpEJWG90jesX9l64o0NzczIkCUavVPHHD7mT79u34+uuvERoaijlz5mDt2rXw9vYGACQnJ8PX15cxVgFg3Lhx8PX1xdGjRxEXF4fk5GQMGzaMMVYBYNasWejo6EBKSgqmTZuG5ORkTJkyhfM5Zs2ahdWrV6OwsLDbqjXYi0MGq0qlwqBB1nMtupOgoCDI5XLebG5VVRXP62qJcePG4euvvxZdb36x0ReiQqHo8R8IjVKpdFpfzAe6YWFhnGOx1xMEwawz344O9aWXx8fHC5Z0CAoKgpubG1paWhAYGNgrzrEzz29vQccq9D0tLhhzR5omY8YNCsHnd43GPV+eEtx2nuwY7lHswhO6h6CQx8ID3FzG8oZWEDI5nvslA4VuLwEAJnZsQinJLWNkJEn8oXoRfYkaTOrYhHcP5GPlLPuMKMAUsmor1oRmiouLERwcbHc/aORyOXMM9m/EVSgUCt5nrK6u5uT7+vv7290vpVIpeO7a29uh0+l464T2P3DgQBQVFTHvL1y4gKCgIOj1ervu445QX1/P6aO3tzfGjLHmzxLmUrxH1LWZohqe/TkTH8zva/dzTej7d8Z5oM9vREQEjEYjJowKxkeHC00NjAZ+/mcnnx4pQjgqcY/iT8H1RHMZvlW9gkjNNziUUyPYf1s/U0GtKTrDH81MuC4BEol9TM872fX/Bek/F3Iv7jXeGDwauLCdenP7T1D68Eu9mSMnAPhHUb/z0CGmzxU9FThDqfVi0Awo4rpmIBKs+0UlaV3NVqFrQeDJt/CX6kdcr30ZHTBFT+iNJHNOr3n7IC5Ut+J/943D2OjALvWxN9DYZgp9/eKuJDTlHO+h+4Mpws3cWAUApdoDUHAjWoQEyOhAuWd2ZGDBGL7OgTltOiChvz9OFzdgaLiPbVEzf5qFlY57GDj2vnBbzxCg1RQ1VBQ4DWG94P7LHtuyWbt2LdatW+eUY95+++2IiopCWFgYMjIysHr1aqSnpzMRKRUVFYLlItnRThUVFbxnrb+/P1QqFacNu+QdAGabioqKS8tgffLJJ/Hf//4X7733nstcwyqVCklJSdi7dy9uuukmZvnevXtxww032Lyf1NTUK0pcwx6EvktLM0XssGHzMGKAGrjTAiyW6g96eXnxVFwlnEsTSxDp5ZtYZSkupgDBgxHuJ+5tel/1LgDgKcX3eLR8BYYS3HytvkQNnv7xDNxgSuLvgzqUgnsjHUiUYZisEAAwmCjGKdJ+Y7U3wv4dZGdn98qawt0dLWLueRN7oAUFBUGhUDBRFS0tLWhpaQFADQACA00D2Pr6epSWlmLAgAGMurCtdHR08O5d7D721AO3J2ELcZc3UpNMXRW968rEji3I5XIMHDgQlfk1UAb2h66WCkk3atshVwgPjH86XYr3FNvQh6gXXM9GTJxcozPATUCAprFdB19300A5+YKIgqmmEQT78pPJoQrozxM20WpZv5sY2/LyCAJAeAL1Rs16bl67Fug/Bkh+H5j7ptX9jI8OFO8/KP0e5pi2dOyne+AJIE4GPKL4BW/rF3BW6w1GKOQyXKimrrmFnxxD4evzbNlzr4atXj1xUCB22RZh3/1orfyW5Sqe6JIC9qsEm1NS34Z2HXUdXzPY+oQLACBnN/f97FepP30H0NECuPsDLZWARwAVSVFyHNh2Ewyj70GttneNEzIzMznPU2d6V9m5rcOGDUNMTAxGjx6N06dPM5EuQuN480hUR9rQKX89WdnDIZXgI0eOYPv27Rg4cCDmz5+Pm2++mfPnLFauXInPPvsMW7ZsQVZWFp544gkUFxfjgQceAECF8955pynMYNOmTfjll1+Qm5uLc+fOYfXq1fjpp5/wyCPCogFXOkIXooeHeOIJW5xKyMPV0zNgEuKwy8z09XWj1PrW+QKfXgO8Go7BKAR7xpbGg6UqGE2UQy4j0MeD284NWvycehG+MD1AAwh+7cP9apPggkzgWD1JV9TwhHJIexvd/dAxn5CiQ5SEEAu3Ns/dKSwshFartVq2zJyqqipkZGTg/PnznO+R/drf38n1D3sZp4vrseDjZOY9aTSgvdNYKi8vd3i/rtJ10BtIyJSmgSChML02ajUw6rhqp7YYq2z+eHQi531xXRuvzdZ/CzBy/R58lVwIgCoDxlZCl4MEY+MOmGD6jXlToXdsdXwTDqo0kwLbqTyBq+4FVqQCAZ0TMnPfEt7cMwTf3jcOp16YjoNPTRVsY+j8vcyUncQa5Ta7urdAfpC37It/CxkFeaYfPaw62h2UdF4rbkqHi250jfoiqiyMtXu6TM4zWC2VeALMa/EK89aebHx7gppIUsptPAcDJgovV6gBz0BAJgN8+lDv5QogcgLwYhWM0/nq1j2Nt7c3fHx8mD9nGqzmjBo1CkqlErm5uQCocbhQLfnq6mrGQxoWFsaLVK2vr4dOp7PYhh7XODsSyhIO/cL8/Pxw0003YcqUKQgKCmLkk+k/Z7Fw4UJs2rQJGzZsQEJCAg4fPoxdu3Yx5RnKy8s5gxutVounnnoKI0aMwKRJk3DkyBHs3LnTqUb1pYwtBis7H4+dLyik5GhPmKaE6/gl9SJm//cfEDDie9UGYL0fsOspThvi40kodLsdAImPlO/gc+WbCEE9Mt3uZtrIYITBSEKh587seoEKk/MjWphl8+RUbo0n2rFQfgD+4F4vSkKPO8ZxVRSdhVg6AzvcsSsKjvaqmroaS8ako5h7jqxNVtni4aU91fbWy6WFoVpbWzklbOj9BQYGXnH1n2/+wExJ36DHNyeoZ2VZWRna2vgGmjn0vZ8dDeOq86jv/O4IOf0bpQbSJGmErq4UutpSUePHli4O6+uLAyzDTS4jQJIkyhpMIb/rfqfqC6/59RwAYM857sBwTJAGChmBIcEyxBuyTCuU1HkTmqhR2FMG5upHAXSGbHZQ99ZGDcvgUAjkyl91L5BwO28x0RliGeSlhlIhPAykjZVPVO/Y3sdOQokG3rJdGeUorOE+K74/VcJrJ0ZvNW7p9BoPVddrGttNRwvw3xFUWZhTW6y3N6vD+oLqO6xRfCXafOyr+ziTMkIcZJX0sbkOL7vecL+rxNtJWOTcuXPQ6XRM1Oj48ePR2NiIEydOMG2OHz+OxsZGXH311UybjIwMzkTlnj17oFarmWiw8ePH4/Dhw5zn+p49exAeHs4LFXYldv/C9Ho9pk6dilmzZvWIQfLQQw/hoYceEly3detWzvtnnnkGzzzzjAt6dXlgPvgQCuNlD+TZtZ3osD6afv36SWG+vRCSJPH4/9IAAEvlezBGZlnK7znFN5gtpwSY3sJHnHVDZCXwQSvkulaw0pVwq/wQTutjOR7W6+XJeEu/AA/Lf8VCxUE8o/iOsy+Fo54GB/D19cXw4cNx9uxZznKZTMaEthcUFNgsRmMNS8Jw3Y0tolNdCYeNjIxEeXk5BgwYAIVCgcxMahDPrstsywxsWFgYjEYjz7un0+mgVCrtNlJpzEOT2f2iH76W0hOuGGQyXKw3GWO2lGigDQYfHx/mfu+K67qySYO7t9L59ATdGeo/u4yKiBBTXKD49/34dFOuH12CBABkBIE1v57DtmNF+M8tI7DgKr53lF1z9JnZcVhOngMOAR5KAtCzyrU1mdTVPTw8OJMDfj52PCNzKWVUjR5UiZrpa5BXUomku36nPrdSwGAlCCB2NpC2nb+u6jwQMhgdOuGw0PLGdsHljpLaKcrDZu1v57DwKusTlbszKvDA1ykA0OvCiDV66tkVG9oD453yNNvbypVAK1fZliANuFuxGx/rr0Ml+GXGalq0+D29DHeMM+WyeqjkaNMKXzNKR+6tNoSvXw60tLRwlNYLCgqQlpaGgIAAREREoK6uDsXFxUytdFq4kdboyM/Px/bt2zF37lwEBQUhMzMTTz75JBITEzFhwgQAwJAhQzB79mwsX74cH3/8MQCqrM11113HjGdmzpyJ+Ph4LFmyBG+++Sbq6urw1FNPYfny5UzqzeLFi7F+/XosXboUzz33HHJzc/Hqq69izZo1l1ZIsEKhwIMPPujwgEKi92J+IQpdmGKx7+a4u7tDrVYjNjaWl5Qu0XMkbDCpGa5Tms2sPnEOeJKbgHOfYifzerKca+ABwP2K3zFOlslZpiKowa8vwZ1NP6x+AgsVBwEAgWYhwvNkx2wKP+ouhIQhtFot44Uzn4DpCl3NE7QHtjEmlqvPFl+yl8DAQAwbNgze3t6CqrphYWHo16+fzfsyJyMjA62trYJq5bZA180WglYsv9K8q0IQCrXdQfj0b4N9v3fFuRz7Kr9+qL6xEkatmUEl4oHzVAn38YNFI/DQVFO0hbtKznhj27R6bDtGiYP9569s3rZH82s43tFBwV5Q+rJ+b7PfYHXWFK5s7slubLbx3jD0ZsCXikrg3SajJlMhk2IMngcQAkO9E58AEEr8oGBPaHQXG/dyny+eNnolaWMVABratBZauh5Np8EvlPNslfZ64PQ2QNPIXd5QbFpmNAAlJwGdBji6Gdj1NGDonGBqsjGcf9oLgNpbtBavkhCfsDK/PvQG8TuHTR5WA8tjO+4hIDzR+jaXAadOnUJiYiISE6nPu3LlSiQmJmLNmjUAgN9++w2JiYmYN4+akFm0aBESExPx0UeUo0ClUmH//v2YNWsW4uLisGLFCsycORP79u3jPNO3b9+O4cOHY+bMmZg5cyZGjBiBbdtMIf1yuRw7d+6Em5sbJkyYgAULFuDGG2/EW2+Z0gd8fX2xd+9elJaWYvTo0XjooYewcuVKTgWVnsChGIaxY8ciNTWVCcWVuDwRGoz4+/tz6l4ajUaLtQ2dEX4o4Rg6g5EJ75GzxRaiJgN3/W56v64RSNkK/P6Y1X1Ol51GnKyUs2yijDJs2SHB1ligOATviq+QX70OBdWtmB7v+jyJfv36MfVTAcr4sff6Fcq3NA+XdRUEQSAqKooTFjto0CCnehjt2bdarUZMTAyampqYvBuj0Yjz5/lef71eb1XdGQCvtA6NwWBgjFm6jyRJImo1VW/zy7vHYEqscwWEehOEUg2dwfT7tMXwpKNrXKlNwJsM7ewnaTRAV3cRqqAIBKAJJAi0GA2skGHrzO3YBWzfCSz4kvI2hsYjKsgTF6pb0axhD+BJnrdx8afHOd5ZlUKGzmKxFCMWAr9Q2hpw53uuaHQsz7Zer0d6ejoC6o2I8jf7HV11L9BcDuTtg1wGGGQmb2pZWRmnRAUPmRx4+CTwnpn4m4G6L0UFCkdlaPXdH/WSXcGdUKpttf/eWNaggZ+Ha+s3W6K2hfoMbgoHDNbv7wIKDgG5e4CFnUZFWRrw6TQgKBaYuhr44S7+doOvA6KnAG3iolkcxgtHJdIQFqavSJLk3CstRbErbMlhbWYZ2dPXWW9/mTB16lSLYe1Lly7F0qVLRdf3798fhw4dsnqcgIAAi5VQAKoG+h9//GGxzfDhw3H48GGLbVyNQyOXhx56CE8++STee+89JCcn48yZM5w/icsDoUGMuXemurpa0KvRFS/O5cyecxWIXLUTkat24r/7cqkabi7ilZ2mvCofVriu4EMjwLZ6qGrw81tCiQbIYMSbyk/s6t+cqk9x7duHcO9Xp3CysM76Bt3IwIEDeXLwdC6kPQgVE++pAT5BEDyD25kaA4BtIclsfHx80K9fP6tCFbSqsCPU1tYiLS0NWr0B120+gnFvHMLI9XuYARgA3LXlBH44VYJXd2UhctVOnC1ttLDHSx+CIJBW0mBze1rtHehafre9lDdyxZRg5HqC5G01+Er1BrapXgdh7qUCEOBOALf/JLzzP5+hjIU3IoEvZgO7V8PbjfqtslXUa1q0GP/a37zNCRCQwYgnFD8iuDrZ5DmKm0eJxtDobYtGo6/xunaSP7A16ikvK4AgDwIYaqqMUF5ebj2kW0ikadC1AACZjMD2e8fyVu8/3/3icR0OGsGLx5rChue++093dadbqOlUCSYdEQ4s6DRAsn6j/ledBz6ZQn1f1eeFjVUAOPQGFVHQYYNeQtIySpDLApamqy5UtyK3yjS5ZWnIohSzZkmS8hoXJQObWFUJFK4TKJK49HHIYF24cCEKCgqwYsUKTJgwAQkJCUhMTGT+S1we2DIwEQqdDA4OtnvgejlT36pFTUsHxr66D/dtM4U2vbMvB9HP7cLGvTlo1jh/ELj1aCHzOohdiqavQNmVQNvqLPchhA3LVxWf2dM1Hs/86NqJLz8/P94ETXt7O2pqauzK72N7OujfQE95WN3d3TkTR86YRBo2bBjnvaPGubV8d1tDtIU84rT68KEcKjKEkCsFhUSe/vEMPjlMeWjnv3eEs+7v85U4mN371Z8dxZqgDftZYDAY4OfnB29vb6crYppPXJFmpdM820z5ocpW/vcT4u9FqY7aQtp2XOgcmNsqBnSD7F88ptiBofvuNBmsKjNlfb3JO8tTVVaZyjUx1/hNH8N461eAD0uYzCecMYKrWkmgsYy9F15JOR5uAmWhWEbshEFBGBPJ9QTbM6FhKzUtjqWSVTX1XAraN8eL8ccZ7vnu0BtwMLsKbVo9zpQ2AABUjnhY2azzBT7gTxwwDJgAhHUae0X/Ar89AmQL1xpmmPkKMH+T1UNb8rBuPVpos7e9XSQfGuf/oAzVL2bbtB8JCSEcCglmh5hJXL7YEibGFl6iiYhwjdqrI2j1RugMRniqxS/9h75JQ151K9ZfPxQTBgVhypsHoNUbkRjhh//cMhK+HpYH5fWtWlxsaMegEC/c9MFRZJVbngV9d38uCmpasfk210z2/J/8EN5SUgn5JAjh2VUf22oVqwkdqklfBBNc78aizlxVRymocX7e58CBA5Gfn89RrPX09OTknBYVFaGurg6xsbGi+6murkZpaSliYmKYgX9wcDBqa6lwLVeK/NDH9/DwYLypBEEpng4fPtzSpg5hbqCyVcTtobvOEb2fAQMGoLi4mGOItXcKhRBKNb5YdhWWfXHS4r6yK5oRF+aNmpYORvTnxOqp3dJPV3EktwbP/czPPTenpqbGYq1btniVu7u7SImW7sdceXX2sDDszjCVWyBZdy859GityIM6zDTZ1t7WAs8O21MTmjvLruzLsj45oTUY0IdghWReOEj9b+xMKxj/CJD8HjB9PdOEVyYuZDDIq1eghgjiLhs8EoieDJz+CggcCASZwo9JEsCAq23+TAAAbwGBzB/vBirOApOfAVQeuG9yNE4IRLa0kG7wIjT87bsBfyvPUhr2M3REP+dGibA5X9HE/H6mxoWgRaPHF/8W4N/8GmRcbMK84X2Y8GRfdyeqBCs9gBveAzyCgNc7f3uprLDPqauB0pNA3j7udh7i4ehsSCuVdmU25qpvO1aEZRPMRP2KjwH/u4PfWEjVWkLCAg79wqTc1SsDIWGaS5k2rR7xa/4CAJx47lr4eighJwhO3sWpagJ786jByp1bTnC2/+tcJf46twcAkLZmBvw8VDhX1thpzFJ1HV/45Sy+PmZf3UgA+D29rEsG69/nK6FWyDFhkHBdRNPAnWSMVQAgfcJFH1V7DUmYIU8RWWuCMVYT7gDSLOdOWGKbfrrD2zqCn58fEhMTOcZSdHQ0Tz3YkpAPYMpbLSgoYDxOMpkMCoUCWq0WRUVF8PX1dYnhSn/P7PDmhIQEGI1Gp3hYzT+ToyI8oaGhnNx4gPK62it+RYeuyuVyntewtlULmZsXFo+LxLS4EPzzzDS0avXo4+OOkRv28PY1a9NhFL4+D2cvmiZj3jtwAQM6KKEVW7zJGp0Bt392HClF9YgO9sSPD1yNAE/X3Vfv+Pw45/3UuGBOGQoaa8Jg7PWuqr0KAB8c5Ooj9Pd3hwo6TJOl4ZQxllO/WdmZl2/UmbxxHkqCydW0BTW06IBt309dqxbeYP2mcqlnC4o7693OeAkYfTcQEM004UUtEQTI6etRnJrKWUySJGVsTHyc2/6xdOCv/wEDp/HbW2PyMzDW5kN2jhUifeQd6m/QdJCjPhDcTAMVvCBisK48D2hb+fmxNlLfZltk0UVWeaGpLsw133XWNDnSrjXg/q9TkM7yPO88W45rBlP32hF9/ezbuaXvLOEOYNYrQEczFc6r8jSFzz5fCbxipvEw+WkqV3mdmTFvFPF4mjEi3AvFF+3oO4BREX44bab8HOQlEHGxZZbwDq7bZN8BJa54HDJYv/pKvG4TANx5550OdUai52F7mIRCGS/VUjXNGh2GrzMNSh/+5jROFtZjXHQAvrtvPACgtL4d6XW2DbgTNuxF9suzMe9dKnTwzLqZ+CujQtRYnT4kFM0aHY4XiOdmJufXYvxAG8PXWORVtTAeoP1PTsHAYP53pOtU9stWL+Usl1nIIdFAZEA+aAaQt5e/fPj/CRussXOA2jygNlf0WELoO0WiPj9SgNvGRKB/gIf1jezE3OBSqVQYPHgwT/intLRUUP2WHYpnMBgYg4kkSeb3YzAYUFBQgIEDbcsL7gr0wJX9uehyPc4iJiaGKVzuKEKhpZ6enhyD9fz58xg8eLDF/RiNRuRUNOPJv5IxOVSP+SPCIevMq/rrXCUUPv0Yrx37esraMBufHL6AKXHBuPH9f5nlHx7Mxxu7TdfCV8eKASjwaf4RHHvO+gTLO3tzkFJEeScvVLfiw4N5eH5ez6mmCxmrgHCNUDY9VRVAbVYjNLG/H7Tyv3Gr/DDqSS88o1/OrFMROkrSlKVCqpIDUNn+zJrVtwO/XbTNYO3QG6G0ZNzKZJR3lAXbU00jZGyKGqD+kUAM/7qzyWC95nkYdDquwUqTtw/Bw8v4ywGoYCElQiQSJ9VoW0oJQE3q2KOwa3BhPdbcStNk5W2fHkNeFX8Cja4tK7enpi4ApLNKu60qocK2SZJSDqY9o+5+/O3Myxct/p4yVgEgbARQwUqn8bBtPPHuwpGo+KkWp4r41ycAHM7l3zd83fnjg3BfG7ymYx8Apjxrs/dXQoLGIYP1sce46qE6nQ5tbW1QqVTw8PCQDNZeRnljO9b/lollEyIxNtp2g0joIWhNtKW3lox49FvuDPbJQurGfOxCHSJX7WStER7Yb7tnDFo0ejy4/TSzLO6F3czrjw7m44ODfGGYfv7u2HbPWEQFUfmM7/+di017MqET+On956/z+PkhC+UJRGA/RP9IL8cj1wziPDzbtHrszayECjqoCbMZbQuCIJGh/gBfQ4gKP2qpoMLJ2PQbLbwjhRp49BSM226BLH+fcBuYKRcDuOWjZGY2+4OD+S6rvyeUf11ZWSlosLJVhQ0GA2Okent7o6rKFFYoFDrvDOjfrCt/hz4+PkzB8e4kNDQUISEhjMfblvJABoMBK39IhzKgH7JzSlFa347bxvTH0bxatHTooZLJBSMK3FVyPNap+vrX45MxaxOljsg2VtlUiOTUVTd34HxFE1b9dJbjFaLR6FxXb9gWjEYSMhmBqqoqi2G+PSWil1VuMhh80II++5/DrXLqPutPtEDBume8MD0SD+9tAcnKzSQAwN/2iLAn5D/gN9xtU1u1Qgaj0PNi2vOi2/j4+DDllWjMS90AwMWLF+2ql2yTwWoFWee57EdUoY10Qx2oEHEFbPPSsTHYIY+SVtKAcXaMS/QuFCr8kxV+LmSsAsCFToP1eEEtrh9hh7o9rSINmHKMCcI2Q+7pC1RZotF3A96sYzaYTZjLzH63t3wO/HQPb3cyGLFk/ABRg3VbchFv2QGBya8HplqZlA0bDsx5w3IbCQkRHJp2r6+v5/y1tLQgOzsbEydOxLffftvdfZToIi/+koHd5yqw8JNjVtvaMtC1JKHvbBEOeymubcPqHWdFPQtibFk6Gq/fPBzPzh6M0y/OwKSYYMwZ3gcvXifsHTE3Vg8/PQ2Fr8/DkWevYYxVHPsQDx8ejVy3O1HothhvKD7hGGmpxQ1Mnp09uClNP+N39uVg4HO7MHTNbjR2hlst/+oUHvsuDWsVApERTeJxQEFeFmZL7xOQV1e4o4MUmAOLmwsAMNzyBf6JERjMKanzo4AREUQlJsvSAYATegVQIXiuQihn1XxQaDQaeWGstECTULioTqfrloGlJYQ8rJcisbGxUCqVdos4aXWd3qDO+9ifGRW4c8tJfHT4ApSB/UEQBEYN8Le4j7gwx0txzXznEJZ8fkLQWAVcO9g2h4ARhW6LUei2GHR1RTpn0xquVAZmwxbH+l71EpT13PvsNFka8zq0lJpA1Dey8k9nvAR4ctW/LfGnXmTSTYB9WVXCxhxbLMkMf3/+tZeTk8NbVldnisTR6XQoLCwUNGxpuuO+QsjkCEQjjqgfx2k3kzGltORhpXHnfi57jNxFVsYl5p/NYKEOaE9CK0y7BM9AYNpqrrEKACNvM2toNp5z8xPeH2nE9SPD8eQMYa0GsfuZOf7Wyg0tP2jTfiQkhOi2UU1MTAxef/11nvdVoucx1hbgO9VLmMp6uF/ubPg9E5GrdmLymwfw7QnTrOOD1mYAAQwlCjBFnYdF8W54cOpABKR9BJzaAjQU456JUTjx3LUWt//g9lGICOwMNyxPp/JK1vkCu1dx2i1UHES+2xK8qNgGX1Czt2/v4Rept4aQomWr1oCRG/Ygv7oF/+ZRwiC3KwSKhsvEgyzC/ESUnmVy/swtAMgVUAsVIB9+K/Vf6Y46rzgY48w8pYOuAUDVYj2sfgJfqd7AKII/iFv8qfUJl+7C29sbSUlJnDBecyXOVLO8MzYymQzBwdxcqzNnzlisWdwdXMoGa2RkJPOaPtfmE2gpKaacaiH15pI66ndEmH1+ubsPZEpqMi3JisFqK1uO8MUHreXk6Q0952GNIEyG3O1y6l5gqzp5Tylds4kiytHfl3s9LJCb6gS65fMVU4nyNG6JGRDApKdEjzE+3navZnVzB+QQ+D7l4oaLu7u7zfunKSgoQG1tLbKyskTbkCSJsrIypKWlORy+TcjkiDWrqU3ACCUhYnwqWSka93BTRMyjZbqCeWkjWyd9Lja044t/C9Bi46SMEHebCwhZ4LoRtgkVOpVr1wDz3ja9J82+B6HyRgBQcgIEQeDRa2MwLc7xHGEd+/7226PcnNonMgE76iRLSJjTrVePXC5HWZlwHoREz/FY+/sYKcvCOFUWAPFwJVux5IW1pDTpbOpbtUh8iZ9bObyvL0K81bhj3ABM/XUsnnWrw4aRf+OxWSPg66HE+YomuCnkUMpIpP6xBdddeBH4Uvw4IUNvRv4rn2Pg839CCT1kMDJCHafu74egLwcDIqX/hLhH8Sf6EdW4X7dSNCTHEmxhCHOufVuk0HTSUiBlKzDxCdFtzQf9DH52qEA/kmI2YAQMN38O2Wss1cpiviH6uvJTzNS+yVnmoXJ9WCL7Wk9PT0ffvn0RGhrKCQUWQi6XIzg4mOeBbWqyoW6enZSUlMDDwwM+Pj6iht6lQGBgIFOCxhLNzc3Iy8uD0WhEVFQUAgKoEDqj0YiC6s6wPUIGQiZjyqDIfSihoPkjwxHqYz3P6vxLs7E3sxIfH86HnCDwy8MT0KE34uD5CjywPQ0AsOGPTIyNDsDQcNtVS6sdLOvRHYSzFG1fUW7BFmzAH+lleGCq7fmGPYma0MNdQQAWSnC8desIyAkC+IV6T5jlkCJ2NvDvf0W391baN6EwX57MX9ghLtIml8sxYsQIyGQypKWl2XQMa6JvAHXtl5eXA6DCiaOjo61swcezLhMGknuvVrINz5kvA3teML2/76DpdVAM5WVtp55fIV5KoJtKaZsbnAYbDdYXfj6LA9nVqGruwLOzxXPfG9t0qGzWIDaUH1lhzzNHbU9Zm1NbTK8HWp4AtwuVB3DVvUB9IVBykr/vwsOCm6HkODB6GQCgj5/9kyo0QV5qQNMI5OyhFK7ZePcCg17iksYhg/W3337jvCdJEuXl5XjvvfcwYYL9OXgSzsWHtP7Ao2EPdMUEliwNhtklQlzJS39k4nMBj8evD0/AyP5+lBDHSyZ1yzU+O4HvngdCh2HwvLcAADqtFol1v1s/2LkdkFdlIu/lo5BvGgJCr0HTo1nw1laD+O9Ih/o/S34K0JE2177TG4worW9HZGe48RzZcWihwH6jWC6h2UN+5svU4C16qvhBLprydbEilSrbMGAik2NjmPws5IfF81E6omdCHSQwGDb36g6/FTjGVaiMlfFDlcdE2S9I1VXY4WgkSaK0tBShoaGorKy0uJ1SqbSa96fVatHY2IjAwEC7PKIkSSI7Oxuenp5QKpVMrqxer2e8jpeih9VW2CGUVVVVjMFqMBjwxm4qQoGQySH3CoS+qRpyrwAQBHU+/nPLCO7OSk4AOX9Redms2X83pRzzR4Zj/shwzrIpMVyF3IyLjejr5w6twYgQb+uGcE/VkxxLZOFb1SucZUq/MJQ22FauRKFQ2FSP2NlY07UZ/Ot84H7WJF38DdwGg64FcsRrVw48+DAA25XOE2R83QIUHgGu4ucJ0lgKc5fL5TAYDHZPOLF/E0LCTrbgX/AH9DA9PwgYuaG9V93LNViD47g7WJkF5O4Bvr8ToZ4KuwzWzLImxIcLT3Y3a7jXXXUz9zeUX92Cvn7uPOEmOsfy+5MlFg3WCW/8jZYOPXatmMTpQ2pxPd47YHtEjNae6Ik/WBPF4Qm2b2crM18WXh46THg567t8ZlYcvjluudLB4rERvDZyGKA49Slw6DVA08Df6DJ+Jkm4BocM1htvvJHzniAIBAcH45prrsHbb78tvJFEzyFXgk5DSS9poAw4WzYTGXBbepi6eqDcoTdgyWcnePXjPFVy7H58skkJdN867ob/dF6nxcmU0uH+DVACEDW3428AqnOA6s6wrOrzUHxwFdBCGS4+TXnAx5OFt538DDDtOaClCvhkCtBcLthsoiwDR4y21cp8eWcWth4txJrr4jGIKMWHKsprML3jP8gj+eJAnJnyqasBtTcQN8fyQSozTK8DojnlGQBAVmI5RJddLsgiPuI50WxsLV7enTiaG0YQhFWDNSsrC3q9Hh0dHYKCTmI0NDSgtbXVogjRpehhZcMe1I8aNQqnT58WbMcOfzR5l6nrTu7hC5nKHYSCin749t4xcH93CPWbHX03oNeaVK3/eQtYXUopytYXAH6RggMscyXQZ386i2d/okSh0tfOZJbPjA/FsglRuO+rU3hmdhxe/PUcAG5OphCN7ToczK7C9CGhFmtFi5FSVI/U4nrcMzGKUQYHgP+pX+K1jXBvg602aHBwMMrLy+Ht7Xh+b1dQ2JJHSVOTR93fOpqZ7x5JS4HcvdTk2C7xkGCCNGKm7CT2GK+y6VAGkoCcMLtHdOG35+Pjg/r6etHJYvakgVAER1do6zMOqvOmXEVvtKEfwVLdk7PyE294n78DpTtVJxQAjPZNbqz5NQM/PihcW7ZNy93X7nOmiKJDOdW4a8sJjOjni98emSi4fa0F7QOSJBkP7j+51RyD9aYPjtrcfwCIC/UGhELErRE8xP5tHCVE5Fj9TNe7n7U8VICTZkVznSwZir+ESyPhXoF0JAkJO3HIujAajZw/g8GAiooKfPPNN+jTR3L79za0MlOIx+od1ovI04gNennFz3uQuBd2c4zVb5aPReHr83Buw2zKWG2pAnY+RRVwF2P/Bv6ymz4GIid1vv4EWPAV8PAxYOhNpjZ1rNl1c2N12vPA6ovAg8nANc9TgxjvUGDWq6LdeFGxDQDQ0GY9X2zr0UIAVFjiQMJkAM+THeeJZHihDTfKj5gWTFxpdf8ArIbwEDX8PFPSzRQeKc/dzVsvSOISwcVyGOCDFjwq34Fw1ODYhVrBds7E1jJOCoWwcSE0gdPc3IyOjg5m8GnNW2uOLZ6uS9XDGhsbi8jISM49xpLxzT4XBoMBAR5KjqFJGyx7n5iM8R1HmAkmnNrCL8H0Wj9gvR/wbiKw/RbB41nqy5hXTArY7yxMwPiBgTi7fhaWjI9kll9saMff58W/7we/TsFj36Xhse/S0KzRYX9WpV0TNbd8eBQv78zCp/9cQFa55fDzFxTboe8seyF2/ZrjSA5mdzBXRtXEbtXZMIHUUmUymOhojvn/BZ44R5UJuX6zxc03Kj+0uH48S9F2s+EmfgMzASJ7oH+3tkyU2fqdmWMghD28Hf4D0UCa7ncKGLFL/Ryrc3Lg/n+AOW8CIxcL75w+33oNsiI34gXl1/hkiXUFcUupMK0WclC/6zSczpQ2iraxxNM/mkrAWJtnUFhx77s7mrJiobScy7CxXisNSYIn0CQYbUAjVkFAQsIOHBrVbNiwQVCxrr29HRs2CAz+JXqUJtI0+FNVCHsqaGwZDHt5eWHgwIF2K3h2N+aqsfOG98HV0YGA0Qjsf4lK+H8rBjj5qf07j78BWPoHsK4RGLnQtPzWrdZnC8c/Akx5BlB7AaFmqsJDbwKW/AI8xa9bGScrhQc0mPyfA3Z1tYNVL/UJ5U+MCnEAqAHrF6r/4E3lJ6YNLIiCcBhlpTzV7Nd4iwgNa+CQcLttxxGqNQdgq/INnHG7D08qf8RRtxUI9LKtPmJ3InSNNzbyB0cjRoxgQlPZ5UGEcslycnKQkZHBW24r5uJPQlyqHlZvb28EBjoW+q3T6TCiny8AAqvnDMZPD45HdJAnPlmShJhQb8qQoYkSiYagyf/bNIgzGoEv5gLbbqZGaiJ0sAxLS97Ru7eeEs3DO5pPTcrsy6rEPV+ewj1fnsLbe20TYmN7ovacq0SDFW+uEnrk11IeNTc3y+HMtOiSLdded1HGUiatV1DXhNyWy1qhMhms7Hsd/ZsQmSCj8SLEw6RnDw1Dm840uNcKqaLbOiEoAP27bWlpQVERv5QIO6JAzGBVqSzfJ49HC+sWyEgjZ2JTBYHrp88IYOx94uGdtMHaWAL3ilO4V74LM4eGCbc1Q0wcyTwEmI2uiyJmP6aYtAgIlqJuaT1/fGur2BNBGizeJ3Dyc+772Fk27depmIszWeGFeUPg7ca9/pYp/hJuHD3N0V5JSHBwyGBdv349p6A7TVtbG9avX9/lTkl0Lw0su+4NtuEiQHu7aZBgadDr5+fn8MCyu/jALL/k4eEGykOywZ8K8aOhRYJG3gY8XwmMuY8Kb30sHXimgCp90DcJ+rnv4HTEfdDd9y8V3iRGv9HAs/zBBABgzn+AGRYmbQgCGDgN8AqhVPN8uKGgTyv+hyaNfeFUt8uFa5uednsAcUQxrpKZeUJtNWZiOkMcxUKW2CHCEeP5660ZvFaYJOcadTJNA97dn4vX/xSujekqzJV+5XI5CIJAVFQUkpKSEBISwlnX3VgTfAIuXQ+rGPHxwuWkAJMxVVtbS9U5JQh4qwkkDQjA309NNQ2YWzvDJxOXAHf9Tv1Ok5YBt30nvOPfHqX+V2YARf8C+ftBFB7GrVGWB3fmYcNoqcI9V3N/5w9tT8GtHx3FrrPC6QEAcKKAihz5KcX69w0Ab7B+F0q5DHdtOWHTdoB1j15tLWVI19QIFWbufhZ9egJXv/43837NPCrHzpqXCwDgFcbysApMzrHvf7FzgFWW8/WOPGsacL9y0zCoWFazQigE1Nc2HYdRo0bxlrG/h5qaGt73cv686TsWM1itKTp3KITDumUgMUNmUuEWVEC2ho33nYWj+8Pfg/vdDFv7l6DyNh1Oz4bWesipFK6N6ggkS+fhs3/4/bAJbQumn3sS8q2zgDIRFfmdZhMaLvWwivx+Ks4Ch94EWrm/7xBv4b7FmAlUbV1mIYT+jh129VBCQgyHRjUkSQoaM+np6YyXQaL34K5rYF7HdcrWG4wkhq7ZjchVO1HeaFuNrd5GemkDACp09EPlO4jfMZ3f6I6fgMfPUp7Smz4ClG7A3DcpESH/SEpAaMIKYPnfIBOXoCRwIl9MQgh3P+DhE5SE/POVwP9tAZ7MBsbeL1zyRQjfvsDKc9C5mYRcxMJqmjU67DhdiiaBMhQz5OJe87/Uq0TXWaXfaGDZn8ASkQcOO2R43kb+epVIWRyAmw9lI6uqV2Hj3hx8dCgfNXaoreoMRpwqrOvybLwQMTExSEhIEF3f3Z5OW8OHL1UPqxjmoajsnF+6vm19fT069EaMInKweHciJRBjYE3+pHXWCFd35qlNeAyYv4nK5WYrnjLttwNtdUC6qba44ptbsK52JY7cKH79fXX3GNOb6hzgrRi8eHoyTqgfgn9n1MNf5ypxsrAeD223HPECADUtWhzMrrLa7stk0yRasg3h8+FEDWO8Obs+sL2kFDdw3vf3oe4XYlGXQ0NkCPLovOb/dztAkgj2JKxHk5AGgJXGYM6mhQno5++BfSunIHn1NQj0UuORa2KY9bOiHC+0IPQbNTc2LRmfSqXSIZFDmYg3zafgTwyUmSZQZIQjBqvt5yN1zUzesg1/ZNq07fKvTgEAiuvEa9OyEfKYmvPqLtNkwPkK62ruV0WaQr/7+rkDtflQvhkJD10dZGWngU+mArtXW/a2+vYXX+dK9q4BDrwM/LiMs3ioiBCWRse9hqbGWah1fJlNnkr0HHZdSf7+/ggICABBEIiNjUVAQADz5+vrixkzZmDBggXO6quEg4yQXeAt++ZEMVq11E1HbCbe2qCX7cXx8PBAbKxw0WlncbKwHjNkp5DvtgRz5Ce5K/smAY+dAQYJGLHdRXAcpZyodAOG3QJ42xb6ZE7a6NeZ14kyYVXCRZ8cw8rv0zFi3R4YjCSU0COGsM3zwqGfbWIiDAOuFhdFsmSQAoDCgpd6yPXUfzsGOB1G0/Uos8Mge27HWfzfR8mIeV5cHdQSliIJrIVSdren0xbvKnD5GawAOHVtQ0NDmdft7e2MKJNWb8Bb6s4UgKObgd8fo4zOtG+BJgvnLjwRWFNPTWwNvs60/D9RPAVrT201+u1ehoLX5jLLRvTzxeKxEdi3cgomDAoCmiuBvH3ALw8ybUKIBjyosEGFXIClX5y0uWYqmyFEET5VviW8TlYC2uPS2wxWcxSd9Z3FdNzcFATCvU3XfEKYDBG+Muv3l9w9govHRAZg1tBQ3JBA3fsGhXihjy91P5sSG4x/V12DvU9MxlBv2wwmMQYMGMB5bx6RkZkpbsApFAqr4b9CECI1Un0zuTndMgvlg0QROd8PTOGWF1o4xnZDLTqI/5xps7O26mu7bI/K0egMOHbBssTxkWen4YcHrqZCY9UKfHr7MGAz32OOYx9QUV877gM+mgR8Z5Yms3Snzf1yCQUiZW/MME/HsjcHVkLCEeyaHty0aRNIksTdd9+N9evXw9fXNDOpUqkQGRmJ8eMFQgMlehQfgutBJUkSa345gz2qZxEru4ikyg9Fvea2MmSIC5XuWHyqMvPsPXYG8B8g3LiXEh3qx3nvpqRGZVq9EYdyqjE2OgDnykwzvvPe/QcvKrbhTsVebNT9n30HKz1pvY2tyFnhQrQnY9E3wHedghxqC4qi166h1JLH3s/fToRkoyksVG+Ht/QHVkjl0bwaXD0oyEJrPqGhoUxIpDnWhE9cYTi6u7tzQvlddVxXExERAW9vb0apliAIkCTJyfUjdK3gpG6mfc0XVwpPFD4APbmwYBuVVmAFgiCQvPoaVDd3YEQ/P2ph5m/Ab5uBUuFJQDdYF1QT48+MCoyK8MOgENuVen9RrYGasGDodl4ntuam9oRuwQ2yI1B8R00aqOQEfNSA1gCYZ04o5QQC3AkQBCss29Z8fY8goM0UDvn9XYP54kl6LXX/7HcV5VEjSSCLW+IPSiuTeGaY3z/Mlb8tfS8KhcKhCbF2pW2pPI6FBAvfD1fNGYyPDpmih0ZFiP++Mi42Ylhf09hSqFwMPdluKzvPluM9G8Y4aSUNguXxzOnnT+mC3DspGssmREH+P8vPLpz5H/W/4gx3uavHKoR914vY+fr7fBUmDGRdR6dFCtc/7rhWg4SEOXYZrHfddRcAICoqChMmTHBYpU6i5+ggFdBrDZgvS2ZqXX6uehN/nZuG2cO4qrDWbu49PSgeQ2RxF1z3ziVnrAJAoDfXE+mha4DOYGTCX83zts5XNONOt70AgJXKH13WTx5yBTD6HqpYfGBnvVV2XqubcDgRAOp7WrbL9H7wPODGDymP1Oi7uYXVO2GrH1c2dSDEx3rdS3NOF9fbbbC6u7sjNjYWJEkiN5crlmVtwGjrb0Sn0zlsDMTGxqKlpQXZ2baJ81zK+PubBrpCXkG1tgEDA6wMyiLGWV5vqxFgNKCPrzvjeQMAfG9Z0Ech4t262NAOL5Xl5+kznYqmha/P460rqhUuccQzVoPigBr2dWKfh9UZOdnW+K+K6+GOCaT6QJIkWrQAOxUyyt/suxPKYRXi/kPAO0NN75sr+QbrH09Qkx+Jd1BlXTJ/5e/ngX9sO14n5vcHe56pdO68vWhUAdDfvgOK7TdbbCdzxGC1YBC9dvNwrN5xFhMGWTaYr9t8hHONuyttu+asTbqnFNVjdCQ3ZW1mfCj2ZJrSLG58/1/edudfmo3BL4or3stlBJC9S3Q9PEMozYrKDCoVxtA5afWMg3myXSEkntKbKE62qbnw2STxRts6NKcrsQ73UosO/YffbJ1jys0SEmI4FK82ZcoUFBUV4YUXXsBtt93GFK7fvXs3zp3jJ8hL9B7UhB5/ni3HuypTHbUE2QV8fEg4d7I3sjujAje+/y+WK8weEuECITmXAgT3gfyvegUqGjWMgqGt6oQ2cb99AyqrXLcRuPULk5BJYAz1UBx4jWXhKiESFlMPufIzgquvlpnC4y7UOCa24egki7e3N3x8uAb4iBEjuu14tqgGGwwmY0etVoMgCKbeq5+fn03HuZzw9OR7s27xSoeP2sI5HzAB8LMhHPHGj7jvl/8NXP0od9lbsYDOvvx/IYO1qlmDCa//jVEv77VpHx16/j6s1XdlMMvXnDeSCnm1lCvZ3NzMvGZHVbkCH4j/zolOcS2eyBUbm/UE+gGPsvKJZQpA0wRk76Y8q4DJU5/a+f9iCncfYx8EArmhr/ZiT1lAS5NlKSkpFhX/yUgrKtnoRg/rkU1AfRFuGxOB9DUz8fU9Y+3a5R3jbJuE3pfFzfMO8uIKBjULiBnaUirNzUaDmUYr76zKsPxv6nn2dC7w4L/U6xerqf/rGin9DFcjkwF376aqHdiAUWAia6bsFAIq/sGAqr/hic77n0hteQmJ7sQhg/XQoUMYPnw4jh8/jh07djCKwWfOnMHatWu7tYMS3c9PJ/h5kpENx3nLrM26C5U2cjZnShvwwNcpSCtpwAy52YDBznCXXoPZoMqd0EIhJ5jQYJtRWQkVHH0PVZbAmcgVwAP/dk0Z0Myg0A2kxDlqSJPBuDujAu02hoWNHmDylNikMmqByMhIANTA3RaPqPmgcujQoRg4kD+otSUkkx3226dPHyQkJCAhIaHHIx16ikGDBvGWLVNZMfpu/8G2nSfcRg0qn68E1jZQOfEzX4ZuVZmpTVsNUMj3yFgiQsYXTxrzClUmS6zUjTns9AAapVhypzlmocrs7cSuwZwck8p4UJB90QldZbLM9rrhgog9E2gFdPbEhH8kt803C4BvFwIHRWpns8ONb/4MmPO6cDsLmFdbsLfOLbvMjTnZ2dlISUlxuIRWtxms+9YCn10LAPD1UNp9v1IpqO8wNtRyTWxaiInG/F5f2sCfXDI3am1hcJjl5+xfw96F7uEU6p7Ra7HtOxC6I32ieod5/dZNg7FzxcRu6pOEhGUcGuGvWrUKL7/8Mvbu3ctJ+p82bRqSk20LNZBwDUJlE4JL+WVQ7iH5oaV1dZaFBzw8PCyudwbXv2dhgOjbT3xdb4bgz+AaSSqHlcYHrVgoP2DR44BrXgCG3yqs2AsAU57tak9tQyazvXSOEMNvNb1+rhz6kZRQhQfRgXvkO/GofAf+zKjAkDW7UdEoXjORhh7wAEBffzu9vmYEBgYiPj5e0OgUQmhw5kgqhXnIr0wmY/6uVMzPo9X70e0/WRcKM0fpxr2WzUNM97wAnPqCUgM1R8UfYPug65N8N39wlLfsdHE9b9nJ560LzrG99mxPqhiunhwRC6G2GbH+LvoWeCSFmpigkcmpkjgAoG02hU2mfcvf/tiHXOPM3uuqE3bURkxMjGDUgCUsTSprNNS9UdSovbUz73D8I4KrHQoJFvNo0yWlAOCrG6ka6eXporthfy46wsg8NJj9fKSxpATfYC4UBOBCjXAoPc2Ht1NRW2zD9o9HzQw0s4keo0wF+PXy1CSxiRwFN83GWqbAnILXMDTctVEXlyqHDx/G/PnzER4eDoIg8Msvv3DW79ixA7NmzUJQUBAIgkBaWprovkiSxJw5cwT3ExkZyURf0X+rVnGrRRQXF2P+/Pnw9PREUFAQVqxYwYuyOXv2LKZMmQJ3d3f07dsXGzZs6HFxPodGO2fPnsVNN93EWx4cHCwqTiLheqqaNVi9na/6dq/b37xl/Qj76+u5evDS2GYh7O3hkz0TYtMdCKiXanQGVLEKpv+kWoc3lJ/ijNt9UEAk1Ouqe4FbPgOuugdYVQI8yJo8ChsOeIcKb9fbYJe8UbpD5U7NaPcjqvGicjueVP6IgM7yIJv/zhXaAweNVochRBFkMHZLaRt3d3ebr32hHDV7jUyNRsPxcgnt90qFPcCPiBiAE0aqJJXBJ4Lb8IEjQEw3KIabn/fqLOCPxyk10GJWlMqKVOCpHKrW65OmiQYfwvIA2VHCWXm0ha/PQ+Hr8xAsUkORjafO9LyurKxEeXk58vPzRQcmrpggYTuan1J+z1054fHuOYhcAQTxPfRw96P+a1he7JYKINfMc797FXfQ72AtTfZ5Nk85sAStmE0LkAEO5BcPvZGKIhhzn+Dq7hRdAmAy7C4coP5/LB6WzL4GDJ33bPPQ3G+O82uhHzhvimAwDxV/e2+OeXOrTIzhRxQozKMZNA3MS/2i/9l9jF6FkjvpZ9U8Of+H8PIJj3VLdy4nWltbMXLkSLz33nui6ydMmIDXX7ceqbFp0yaLY4ANGzagvLyc+XvhhReYdQaDAfPmzUNrayuOHDmC7777Dj/99BOefPJJpk1TUxNmzJiB8PBwnDx5Eps3b8Zbb72FjRtFnCEuwiHVJD8/P5SXlyMqKoqzPDU11aG6YBLdz9Z/C/Dq7+nIceM/jEYY+VL5RnfblAPZWCvp0d3sPkd5i5XQIxCshP5HT3c5d6hH6c/N6Wkj1fgppRTxwSpE1h7GEeMwxPw/e+cdHkW1/vHvbE3fVNIghBJKCIEASpMmklAEsYCIotHfxYJelIhcsCCigChiwV4u6JVrF0XhIoggAgEpCZ2EQEIKCem9bJvfH5Odndmd2ZYtKefzPHmyc+bMmbNnp5z3vK01QBYA/KYQ0ZRKObezVwDgZYyqK7aK3i7pOQYIGwBEjwAoClIlo6mKoIxaJMOLtFmjR3FNEz/wjQl3lL6H+5RMSptvte6NWig0wbdX2LQ1LkBXFGL79u2LpqYm+Pv7o1GtxXWaMf/WjXwU0u5JwLZHgeRXmAUbV/NvTl5JVQxzP5pM3LpT5QhGLSohLJz4oBljJWdxQJ+IFoinLNHq9JBJJVi38wI+OnAFr93JmPoPC5cCZVlMyi2d9dQfvppyAIwfa11dHatlrampEfSLdsc1xhVWSulA/mKqpcjjzsCQo7fFxOx6q1A0ds5YOJBXui0ImW/LZDKexrytOJbWxoLQnPEFkDiPV7RoYh+8v988foZOT7MCp0HDaiqw5gpoR1/cfg7NWj1mDYlCpMoLRQJmwPbg72VD0K66EvYj3Wey5QBM7YXTIoJ1UyXQXIsUVSF+q4nGjMEROJBdJlyXi8wL0LZaO835nFkMIfCYNm0apk2bJrp/wQImYF9eXp7Fdk6dOoWNGzfi2LFjoj7v/v7+iIgQTrO4e/dunD9/HgUFBYiKYp79b7zxBlJTU7FmzRoEBARg69ataG5uxpYtW6BUKpGQkIDs7Gxs3LgRaWlpdr8HcnJycPnyZYwfPx7e3t4OZyVxaLl0/vz5+Ne//oWSkhJQFAW9Xo9Dhw5h6dKluP/++x1pkuBkineuR7bXA8L7aHNNZI2f/QKfSqVCjx490L9/f7uPdQQm9yaNI8rHccSLEwClvZvfWMM/Aliaw/p9+lAt+GR/Fm6v+jfeV7yD0yaLDtzk7rbTgYQZhS/w+FFgdmtgMKW5aaWsdfX/h5OFGL3uD1zjTExatDrc9t4hrPyZEU7vo4z5V32vOzGtjwPIZDJRX0F7zG2EFosM2hZPpB7xFDKZjP3eTWodmzZGpvRjFj6eOg3Ez3J/x6T8teBCmfEZddLrUdHD3pFvwieKjXhV/gmUUGM4lSVomtncag750QEmx/ayH5hAZT/W3A28dyNwNR2ov252nCnTqgTMXWE0JzXFHQKrmvN1h5nmpQ4R0Io6E4OP769LbKjMuV+14r6kzoJrTWCwZOP+Hg5HcNYJWy4FUxyhfcg9gnXMsKRhzdgKlPIXy5/pKWwho7fBJPiEgBl8cU0zFn+VAcBcOxgeYJ8W/P17jUEcLV72Na0WUgKuPe0WMc0oAGyMx0cty/DbLWWYM9zGfLndOIvjAz3wvPUgdXV1qK2tZf8s+ZW3lcbGRtxzzz149913RQVSAFi/fj1CQkIwdOhQrFmzhmfum56ejoSEBFZYBYCUlBS0tLTgxIkTbJ0JEyZAqVTy6ly7ds2qQM2loqICt9xyC/r164fp06ejuJiZu/7jH//gaXRtxSGBdc2aNYiJiUF0dDTq6+sRHx+P8ePHY8yYMXjuueccaZLgZFbIhSciABBJmfumlgQ5FiCgW7du8POzHAzBWfgpZfhcvh4hlImvldQhQ4H2hV8YQBtnauFUJW6Tmvuq2c2YxUzeSU9M2p2FaXoJAGFUNW/771zjNf37+VKcKqjGF+lXzQIznU//H2a9exCltdZ9X52NRCKBVCoVFUxNc6laQkhgjY2NRXBwsNsWkNobTRodfMBMFiQK1/nX74nfADokTryCQJ5Xv4F8c+ReVDGk0EHlzV9cuEXKTLZvlx7Cu/JN+EH5EhZJzdOnPL71pFkZT7D97VngWoalrwEAUOiE74Pq6mpj3znPd3ektTlSakE66OamfN8NNmiV1Jx4AqXmVkvOJCwsjBcvRAiHgyCK+N/2oTgBxibZOK+zJLQV/m2WF5fa9ij2L52I7x8dzSvnCqw6PY0wVOHDyzfjdokxyr2vlTRQphFuHxzbS6SmMDf2Mi7sl9VZEEIMaWoCosTrtDf6Txffp2bmV/0PPgWJiVm16fMKANBUbUwVFhJne1qwTkJ8fDxUKhX7t27dOpeda8mSJRgzZgxuu+020TpPPvkkvv76a+zbtw9PPPEE3nrrLSxatIjdX1JSgvBwvntYUFAQFAoFSkpKROsYtg11bO2vTCZDfn4+L8bE3XffjV27xFNFieHQTF8ul2Pr1q1YvXo1MjIyoNfrkZSUhLg4Cy9xgtvYevQq7rXzGJ2NieM9SWOLBtOkwilPOgUcPygtLUULLbddMdprgnB58stt75enEcil2Je6hvN0LLtd28xoCepbtKhvMWoMiqobwdXJ0KBwurAGr+66iI1zh7qow8IYNIHcVcvQ0FCUlzMmj1lZWUhKMhd2bEUmkyE4ONjqxLaz0qzRwZtqnVi6UGBtVHaD9tF0yDcNNfc/94sAHtptdkygH99kfZ/yadTTXvCbvByxv/YTPI8hCvoDst/wro4fM+LP7DI0a/iLMQukHD9LrwCg2tzHzxQ51IJhjbiLJ6aRbF1NVYuFh55MxA3lod3AF7cBWs6ij5+4BsIptHAWTgcLmQw7j6CgICiVSlRVMVpFe/xdAcaEWCKRQK1Wo7bWxNw5IBJQ9QBqCnjFCm6sBFuDSlnSsALAgQ38bakcsaG+iA3lt8+NmK3V0Tjm9TgA4E3FB/ileTS0kOForvnCu4FnvjsF06DbuWX2+Y/bHEHYYAprGmW6PRM93Hmmy9X5RguDLmgKfP78eZ4rJPf97ky2b9+OP/74AxkZlhcilywxWockJiYiKCgId911F6t1BYQtZUzNdE3rGBba7bGy2b17N3777Td0784PiBoXF4erV62/n0xp01JInz59cNddd2Hu3LmIi4vDjz/+aFNuQoJr8fn1MbuPoQX8nQwpPNoLgcXmAaQw0v7v2m6JHcd+lICGgrIht6Ihou5U163qeRwBDfo4yWle8Knd567j67/zkfDib/jXD8ZUGNsyipChN4qsdOsKwMVi6xFRXQXXZLdHD6PJlcFUuKamBnV1dcjPzxfUugYHd9DgYnaSfrkC9356BNnXbfutmtR6eLeaBNudA9gR0s4BkUMYrdIjfwHPFgNLswCZwIJB5n/NivyoZuD3VVZPE0bV4uwjofjtKX6QGlOtz9MyTsqeK/sZLasVfPXCwqjhWrSUy9NVqC2tnYr5SMaMBJ7gmPunXWB+C3tJaBU85TYIaFwzYAejBAtZSvTo0QMhISG8iaFcLuctRBl8422dPGZkZKC5uRlnz55FaWmp+WRxoXkgxrE++cYNW32HrQmsRSaWAU3mZr0AP/Cu1mQxPRzCx3D57kShmSXLN8f5AnlWifhzZWCkHQsChlzMctctkjmdMYttq2cyhoL5ng+8Dhz/jPkssLjc2THkaDf8uUpg/eOPP3D58mUEBgZCJpOxUfLvvPNOTJw4UfS4UaMY7XdODuNeERERYaYlraqqgkajYbWoQnVKS5mAZqaaV0s0NDQIRu8vLy93aJzsFlg/+eQTzJkzB/Pnz8fRo0xUxD/++ANJSUm47777MHr0aCstEFxJcXUDbpcaU7/oxxpXW5oV5qaVBmid2qysvfnCKesKzAv9urm/I66CM/nwploQbmL2KsgdnzAT5fBBruuXpxGYBM2RHUCO1/0IQzUAxm91+Y/mORvf23cZDbTxwZhPM9eLoGmTG0lMTMTgwYPNgjLV19cjJycH2dnZKCsrw/nz5qaGpsHuOiM6PY3Vv57HoZwKJL95AC/9cg5aKxGeG9VaeLWaBLtt8vjIAeDFSia/sSWtbpPlFGHW8Ps8Gf2DJbg10RhkY9xr+3h1AigbTEIHzuRtxujzRSoyuCrXdkOLFocvlwv+plJLMpglgYgrzDr6+we33lsaG7Rx3L54OZbaQ6FQID4+HoMHG4OCdevWDbGxsRg8eDD72VSw7dbN/vceN3ibWTYHv27A7R/zikZrOFGvpTY+L62Zg2ptc8XQmfiwntYbn3kr5f+xqY3ThTVmZQWVxuuZa4ljyoVi81zHolS33kNy9wahbBMyBRMh+nkrpu9vJ8IXVlxVLmw3fu4M7lntlOXLl+P06dPIzMxk/wDgzTffxObNm0WPM2hkDQGaRo8ejbNnz7L+pACjCVUqlRg+fDhb58CBAzzf1927dyMqKsouRdb48ePxxRdfsNuGmEevv/46Jk2aZHM7BuwSWDds2IDHH38cubm5+Pnnn3HzzTdj7dq1mDt3LmbPno38/Hx89NFHdneCYB80TWPuBwfxgUB0vT3bPudtSyYa8y9l9RYOwgQA0Jo/vDUaGzR8bqRGEmhe2JGi39rBPOk+XNBbCXgw8lFGyHWh+WO7QCauLVskY/z7juWJr7r7UEZNiLxVK+uM9DZtwVRjYqCszAbfuU7Oa7suos+zO3mTxs2H8tD3uf+xv1tBZSO+O16A+hajBrCgqgnelBs1rO4m7yCeGWOfKagZJtFsJRTFM780xVUBRKZs/BPzPzmK13/ja0FL61pw6LqFaYlPqGB+WwCAfyQQMxroNd5hARJldmhlM1oFp+Gpjp2rFW9vb8FngVwuZ7WtBpKSkpCQkMBLZ+M0hCwDnE1DqegurgkuV6uq09Mopo1jkCI97vDpx722DxNf34c956+3BnF0ArrWe0TtmpRVLsXab16dj9kcBQgAy9YHbo6W3ZGor6/nCZq5ubnIzMxEfj6z4FFZWYnMzEx2kTorKwuZmZmspjMiIgIJCQm8PwCIiYlhF7HT09Px5ptvIjMzE7m5ufj222/xyCOPYNasWYiJYVK9JScnIz4+HgsWLEBGRgb27t2LpUuXYuHChayrwfz586FUKpGamoqzZ89i27ZtWLt2rd0Rgl9//XV89NFHmDZtGtRqNZYtW4aEhAQcOHAA69evt3sM7RJYP/vsM3z44Yc4fvw4duzYgaamJvzxxx/IycnBiy++iNBQ85xVBOfzyf+O4tvrM/DY/mFm+24ufI9fIPdiItAuzQEt9qIHAL25cNrQ0L4ewDqNwOqsO16yHmChbCcGSgQ0ylxSOrEZMBcLq7Z+aEIgLJuM9qCMkyQ5xQg4ahOB9VBOOSa/sZ8XvMldcE1jrPkLWooM2Bm4WFIrmObCQNxz/8OKH09j3Gv78Mz3p/HePmMU2aKqJjbokk0mne2E+0f3xEDqKiJhJYf5f+ei55bhmDO8u9kug6WBI/zf58dEtdfc4EtcwamtXKthnuWGKMcG3vzd+HuO6WNyvjlbmGfBsivA86XAM1eApPsYc2yAWbx78H/A/duthHW1wA3/sP+Yq+nW6zgJiUTCe15wFxRMhV67LTEEgtt5iiNXjM9hrY5GtAN54sXIq2jEwi+OQ2ZrcKBPp+BtuUnuzIYK4K+NQG0xkHeQKQvonCkdKdN4y3oLbgJd0CTYVo4fP46kpCQ2TkVaWhqSkpKwcuVKAIyPalJSEmbMmAEAmDdvHpKSkvDhhx/afA6lUolvvvkGEydORHx8PFauXImFCxfiq6+MQVilUil27NgBLy8vjB07llU4bthg9C9XqVTYs2cPCgsLMWLECCxatAhpaWlIS0uz6zvHx8fj9OnTuPHGGzFlyhQ0NDTgjjvuQEZGBvr0sT8ziV36+6tXr+KWW5hohxMnToRcLseaNWsE87URXMfjGbeynzfuzMTUob0RH8WsjFRJQ9FdZxoIhEkyTllIbn4y9zqGNPKFVnvSbLgDWs0xTZm1STzQUFehi0XjE2KO7ADmyA7ghub3UAZmwiWDFlvk63GG7o312nsQxknPYBBoWjT8Cfq9nzLmb3M/SkfeqzPc1HsG7qSTa4IjhLd3J9QctvL54Ty8uN16ztmv/jYu5Hyw/zL+NXUAAODN37PxmNIgsHaccVo9QQVkrLC5/vLk3vjuBP8ZH2XrhD7YfJJQLQ3CmaIaJMWYCyzcFEwqlYNaSytw8yhfb43efZPkDL4s4izIxd8GDGoNPGV4j8mUwG0mC7Rt1ZpZ0xD5RQD1JlEyy7Pbds42wPUP69mzJ/Lz89HS0sJGDM/NzbW9MQ8LG9yfrm+YHz4/nAeFTAKtXo8ESR677x3tbKefD2D8Vs1MgXN+Bwr/xm1SYKUmlcmw8MVs4EqrOf7pb41m5K7OEewhGIGVRp5XayhPvYV5BzEJFmXixIkW59SpqalITU21q03T9oYNG4YjR45YPS4mJga//mohtRGAwYMH48ABgbgxdhIREYGXXnqpze0AdmpYm5ubeb4UCoUCYWFhTukIwTHS/p6Ave8bc5L6NYvn6KQsvIzl0GLhf/imNu0p2ujmQ7k4dYUJs5/dLQUYdj8Q1MHzr7aFJztxtGQHGCsxCjq3SE7iJuk5PCb7BUrwBcCX5J/jK/krqCgtcncXnbIA5I48mJ5CSFjdsfgmXFlrIQVDK+X1LZBBCwXVGvO2AwmseCvBrupBjebRFdWwIGz0a01W/9Bu4KYlZoHqKKnMNLYKACbIBleb56r0ZePWG31x/8phtMxfKkysR2a+7ZJzm2EteJKpsAq0m+iwvr6+GDhwIPr3789qw+2yyBALaOVqBHLY1jRp8OL2c1jx4xk0tPDjWDvrCch1C3n1jsHYufgmLJ82AAqZBH8+M5HZkW+c/IdSNfjae71RWAWAsgtGjaO7Ui65mZ7UdX6KI9qCOw3RsBI4bN68Gd99951Z+XfffYfPP/9c4AjL2L0c8umnn7IvLq1Wiy1btpiZAi9ebGMEMoJT+KfsJ/ZzL4l4sviCWh14MZyDYnG5ogV9JMV4XLYd7+feBowwmhG5I+eeLdA0jZd+OY/HpcyLrV7XfgRppzPtNeB/y4T3jXqcWfENH9S1hXUBDH6qSqh5Qmp3ytwndLT0PJ6hv0aLdi6UMs9f476+vjab37e3QGiOUFrbjKLqJlyrbkZdswaVjWq8tsvcd/Cde5IwKIrR6g3vGYQTV4X9lPMrGjH+9X3w4y5OdKSInXYi+WgsAH7U4RlRdTCzKF6wDehzMxPps7kG8A5kyqe9Chz9AADQRCsAUIKKyYKCAsTExLABegxRKZ2N1oIPLYsFP3anYi3KrRAjH3F+P2yE+5tIJBJQFMVbWIiOjoZarUZlpbmrgyHVDQslrL/Q0zSaGhrg6+siM/uyi0DkEJ4g2qg2mp02a/kCqxT2xR944dZ4vPyrefC6qkb+YiZFUXh0Qh88OoFjhVBgDDy1V/kMBE99yZDGqoMuJqpigBrx4Gv/kP0P23TjRPfzEFh8IHRdXn31VUGT5m7duuHhhx/GAw9YiKsjgF1P55iYGHzyySfsdkREBP7zH37ENoqiiMDqQtqipKFkJpPdMYvRZ4fRJn2j/AMAr7Hb9uZ6aws0TeOR/5yAXCrBu/OTeJqk3y8wPog+FGMull2lg7n3bidh5CPAuZ+A/MP88idOACF9gJQ1bTd764RMkxxFFe2HDxR8TcxkyUnB+oMkeVjw2d/49hHXRzVXKpVoaWkRTUejVCptElgVCoXLtFxtYdDKXWhQ6xAR4AWphIJEAiikEtA0cKW8AdGB3iita8bE/t2w57z4ghqXe0fGYMZgY0TcHx4bg8e3nsSOM4wFyerbBmHlz4xGds1OZjLq3WruracpSCy4P3QG+nbzQ06p0d/5iZv7AYaF7GW5QFUuk2sRYJ4XBmG1lcp+dyM4+xv8ohsN0DpQIpNtrpWNR7X77grmEjbAep2+U4AcTs7bIfe4rj9WoCgKQ4cOZT8L0b17d0GB9fr162zkUKYBYYH1VIke+osXERgY6JDfmVU+Gg+squG91j75y+jbbOpfLRXMHCxO/3BhU92HttgQvCnXDpPIc9uAhLm2128vLEoH1ln2v9XbKowf+xQY+bATOkXoDFy9elXQl97gvmAvdgmseXl5dp+A4Fz0dkis9OwPeI+Zbk0m/iwjHgI4AmuK9DhOcHYL5YhzFLVWjzs+OISBEQF4fc4Qs/21TVrsbp3MvlgXj24BxnO/2xpYxZBjsUbbiTWsADB5JbB5qnE7IBoI7StenwAAZsIqADwr/0qgJlBH+7g0wFJNkwZecgmUMikGDhyIxsZG0cie0dHRghNKLlKplJf6or1wz8dH0KBmJpAltcIpK4qqGd9zIWF1ZK9gKOVSHMjma8In9e8GqYQ/Sdp0TxIm9g/D+H5hCA/wYgXW384x7RoiBOtk3s6LAOos5L62pUqxkSultQAkGC05h7cUHwCy95kdof0An2DmzwJBPROA7G8gpXSg5F6iyiHDO99Zmv3/pOehuEY8tcng6ACcKRJIKeIuf31r5xn7FJD3F7/MZDHA3VizhJLL5Rg4cCAuXLjAKzfLsStyzxgU4NwAXK6GG3TJp5kfWXhED3/ADtdcpdz6tTNzSJTwDp8QoNFKMDQDfW+xvVPtCaUfEDaQMW+2h8ghQPEpfpmV5w6ha9GtWzecPn3aLBXOqVOnHAriRzykOxA0TeO90xrcIbBPq9VBZmLeSA2dz9uODjIxkxN4QRm0Qc7m+NVKnC2qxdmiWrx2V6LZajDX7KfZJCDOqYJqDKLy8JBsFwCgR3gnj0atNNWitbPJdztknPSsXfVllIVIh22ktlmDIS8xZmK566ZDKpVaTEMh5Cvet29flJWVoaaGySVomq9VDJoG/s6rxIpt5zGpfxheus0+/0jr7dO4XtuCUD8FyuvVSL9inMz9+s+boNPT0NE01Fo9SmqaodbqUVTdhH1ZpYgN8UVFQwsen9QXY/oI38Oxy3cAAOQyCXAtAzj2GTBhGRAYA4mEwpwR4qmeDBpWuVc7jBA8/XXg50VOa84LajTCC18p1jAFX81j/ktt0ywbAvApoAVlwXfRINQ4I8WZVqfHCz9bDqqVdd1ylGyP8GwxsLZVEznpWeDLOz3bHwcQen6YWWuIaFi5NHBMg5uamkBRlPnC9sy3gYJjQOaXDveXy5krBQDnsh4c6WcmsKaOicWWw3m8suFUFh6U7UJpvvX5gq9SZCo87AHg4EbbOtrjRtvqtUceOwR8NgUoOiG4e6xE4P3qFwHARGANEBH8CV2SefPmYfHixfD398f48eMBAH/++SeefPJJzJs3z+72OlyY0ffffx+9evWCl5cXhg8fjr/++sti/T///BPDhw+Hl5cXevfubVeI6PbG4bOXsJcWDrtfWWOeJNuUyGDLUR6Pe491WWqisjqjEGzQuHD5k6NhMfiWXKtuYgMj7FA+y+4f2rOTC6ymflSD7/JMP9oTiXcz/yc+a7mejSha87Huu1iKh784jhuoi/hZ8TyGUjlWjrTOJc6ku6DSStJ1Afz8/KBSqXiLOraaY755Vop7PzuO/MpGfJ5+FWqtc/PN9lqxE6PW7UXf5/6HUev2suVLbumHhGgVhvQIxLCYIIzqHYLZSdGYe0MPLJnSD9ufuAnv3JOErf8YJSqsAsBjE/tgUv8w3NQnGPj9JSbX5VuDgTrzYDf+Xvz7xGCB0S4DLomZjY5yTIh9QfYf4R22apaljMZUbqd5ZVswaOIt4ezr1SEe/pPzeT+T5/rZYuCFCiYy8QyOAHPPN27vniMIWUtduXIF+fn5qKurYwLC2SCwXrx4ETqdDnq9HufPn8e5c+fMg8kNTwVmvyd4vCiVV0R3+YP/DFVIzK+R5dPMTbnfVryHW6VHcdOVNy2eOpG6DJzYIuJvZYcPVkfOQSqRAiP+T3T3o/6HzAsv/WZedtMSJ3aK0NF55ZVXMHLkSEyePBne3t7w9vZGcnIybr75Zqxdu9bu9jqUwPrNN9/gqaeewnPPPYeMjAyMGzcO06ZNE7WFzs3NxfTp0zFu3DhkZGTg2WefxeLFi/HDDz+4uefOIfiqwAOilabKQtF9LN1HmJeFGzUw5fVqp5oBc2nWGCcrl8vMTeP8lTLcKknHVMnf0OppnLhahTGv/oE5H6ajJ8WfrAbnWQ7H3eExzXN28wue6Ud74rb3gIV/AOOf4RU3D77XtuNNxlAJRmP04JZj2H3+Or5TrsYQyRX8pFzZ5q4qpMbHqlZv/wQ8Li4OgO1aVS5X6/kCS/zKXfj673x8d7wAsct34PXfLqJFq3MoYnF1o3jKnSdudo7J+r+mDsDmmF2QvhzMj8b5Rn9gHUe7StP4bRHfk92bMqS0aYcBl8R+y6mO5VK+R7bPLAI2AOC69bRATH8MAqvrLA1M+eygZTvOEgumwm4laiiQsha4+XkgismZCIWPMWVHWD/gxWrmr/9UkUbaH+Hh4bw0OABQVlaG7OxsnDx5ErSNljyZmZlobjb+VtzPDvPLU6LxOQyxK1gK/mY/SqDHXOk+eNXmmR3XvTXVk6r0b7N9XLYrXwB+eRK4tIe/4+QXwEHLwi4PneWUZO2eofOB0U8I7gptzrOtDR/n5WomdHwUCgW++eYbXLx4EVu3bsWPP/6Iy5cv49///rdDWUg6lEnwxo0b8X//93/4xz8YLeNbb72F3377DR988AHWrTN/8X/44YeIiYnBW2+9BQAYOHAgjh8/jg0bNuDOO4XNelpaWngmsXV1dQAY0yhnmEU5ikanR+Ip8VxGjfV10Gg0vOQGZv2NusF8f+ouNL4xFCptOZRQQ61WO9UMzABF03hQ+j8U0N3gJx9p1nZfFY13FZsAAOl1C7DtAqOlyiyoxsuynby6ysosl/wWhjY9+TsDAHyj+L+TTg/oPdwnJ9Dm8e2WCOh07NjQMm/IbYzyq41I4j3senPD9Jvwv9NFuGVgN8f6CKCpRc37bMv3TUw0xu/W6XTQ6XTQarXsvWjL80dov1ZPY/mPZ9jt9/Zdxnv7LrPbmc/fzDOH2/THZbzD2S/qU2iCXqeF3hnKuuJMyP96Q3hfSy2wSgXtnZsh++FBRAGYKXkCv+jHAACGKZj8rHqZF3Quuofbcg0LeYGaPrNFz/vkOVBlFyH7r/G9FQABn1haZ1PfKEggg1FgPXSpDAmRlgN6tfW5+M7eS6L73t2bjQ17DPvNJRe3P5NHPGw4sXvP60LCw8PZwG9m/qsA6ht1EHNcMK2fk5PDlp0+fRoRERGIiuKbg1KpuyHbkgzttDcg+9/TljuX+ycgFw7W6QsTgfW60Tz1PukerJZ/Dmz6BKaRs1ks+KD6cNrWlZyFvtckdlu+/Z+8urREDsrCe1gTOrD9zCEc5eZVkJZehOTy7w4drlE3u/SeaU/jK3QPEYTp168f+vXr1+Z2OozAqlarceLECSxfvpxXnpycjMOHDwsek56ejuTkZF5ZSkoKPvvsM2aiIBBIYt26dYJJbvfu3esyc1lb0NPA7SZl24f8G7NOPQQA2L33D2Tnl+M2zv6dO3fClGF0OHpQ13n7s6i7sQzvYYQkG78dOICrV5k8fyUlAjnnHOTrY4X4Uc6Ysb15cAgKTQIQX62sR1zr5+Vb/wJ8w2Dw3Vwg4z88a+Td8KfAd3MWe/bssV7JxfB+x//9z2P9cAVtHV/D2Oj0eqjP/gpb9Gl/ZlzCZM62gtJBBi20Ao/Ax/6bibdHO/4yyqkBDI/WfX/+hRwHA/sWFRWhqYkxh1MqlTbej+bfJyFIj7NVwhq+Oe/8jslRNPoFMvqVd47wj7cmrAbIaTw6UCf4rLGX3qW7MLhIZNLJQfbDg+znRbLt+EXNCKwp1N8ADbSUX8VuFz4fAMeu4YlePaBqLuCV7dy5k3evm9KoCMWeQRuBA4xv2ciAoYiozQQAHFYKT/Bt+S2iqs7hBgCKVl/uA7m1GCQ5aPEYS9cfTQNfX5FApQCm9xCzKhCfbhiFVUAmYKbsjOuLYOTIkSNmZVXdpJgKILdKD6UMiPI3PjMOHuRfGxKJBHoT65G+fQWsLJK+AEpg8Ro3oGuuh9CyTjBVJ3rMaIl5uhp7+E3xL/bzhYtZuFxlvM5M+2xJWAWAnbt2s5/bwxzCUYZWa+Bo0rxdf52AXnLGesU20h7Gt7y83NNdaJekpaXh5Zdfhq+vL9LS0izW3bjRRv/wVhwWWC9fvozNmzfj8uXLePvtt9GtWzfs2rULPXr0wKBBgxxtVpTy8nLodDqEh4fzysPDw0VfpCUlJYL1tVotysvL+SHdW1mxYgVvkIuKihAfH4/JkycjOtpy6G+Xk8nfnHbrLNbnPcXrNPpMXw5kGPdPnz7drImm88vQGpuE3e9/+UdAA/hTTbjtttvQ0NAAuVzukMpejG1H17Ofk4Ym4vecOnx5tAD9w/3w02OjcOz37wBGToYcauTUi5snSWe8hukDU5zWNwMajQZ79uzBlClTPJ/v0srv2BFx2vi2jo1UJod3UDRw3TzCrm7q65DuMpoPj7/9IeDCv3h1PpW/gVTNv0wPBdC2MT+YUwGcZwSM4D6JmD68u0PtnD17Fmo1o6319vbGwIGWE9NrNBog3WhGS1HA2ZW3QCEzTjyb1Dokvmz0Pb1UK8GlVpn02Wn9AZjnQ+Uy/8bu+O/fjPvBa3ck4PYkJwXZ0Gkgf/V+s2Jt6i7Qof0h32AeGh8ABkoM7iA0EumLAABlzxEuu2facg1Lm38ALvAF1unTp/PudVN81OX873I9Bvh0IgBATpkLdrTM26bvTmUByHuP1bAOjA7BTTeZR2/nMmyYeDKx7Ot1OHIkHQCw6eEUQZ/rJ9N3m5UJIWSm3FmegZ5Go9EgJycHo0aNMsurG99NjoYLNCqbGA13FEfdetNNN1lt29L1YXqN6xPnQ3Kavzh1QvoAntY9ih/043nlL8k+F21WIXCthPkpUFZvm3luD4kxdsbAgQPRfxRznVFFJyzel0JMnz69fc0hHKVxJPBmf4tV9EPuheTUVrPyqdOmu9SXtz2Nb1FRkUfP317JyMhgNeAnT54Ujb/hSJo0hwTWP//8E9OmTcPYsWNx4MABrFmzhg1f/Omnn+L77793pFmbMP2SNE1b/OJC9YXKDSiVSiiVxpB0tbXMbE4mk3n8Bql75AT8P2Jy66kpJRSc/tT3vIXXv6sDH0ZPgf7KvBWswGqoH64zCvxyuRyBgYFO73tPyhiaPv2P7fiymFmNzbpej32XKjFQYQwaFYh6BKAeH8jfxk/6sWZteYXEuPS3kMvlHv+tGe0yc616vi/Opc3je9MS4OCboKa/DqS/z98XPQJYuBdSAEiYDVzLBIJ7Q65QAI8eAn5bwebWmyg9BYgsmrelfzRFtWpvpXj2p/OYP0pY2LJGSEgIysqYCZVCobCpTzeE6XGsjBFQV88aBF9vftRYuVyOvFdnsNF4uaz9n7Cw+u78JGRfr8f9o3si2EeBI7lVuFLWgLtGMJF70VwL1F9nAvlI5K3/Zcyf3BvQ64CWOsAvDNCqmWi5Mi8myby6ngmodE0gX+5d/4Ys1nqe3CfHR+PJ2HzgW2ZbolND4uJ7xqFrOHYscOFns3YwfQOwc6nFc7F0TwL6zwCyzH8/AKC0Tbb1S8EEpjIIh3PGJ0Amsxyh11K7EqlxKqGnpPCS22aqb8BfKUNdC9OX4RIT0+HYcZ3uGehpZDKZmcBaXVuPQCE/0puWmNUVQqfT2RwDQyKVAqtqgFX8QJBvKD7ED818gVVJmT+kX+t1Astyh2OY6bUCYxoee5E2V0JquM4ytth9PPcabR9zCAdRRVitIjkjHGxMrvB2Swqq9jC+ttwTXZF9+4yL5vv373dq2w6N+PLly/HKK68gLS2Nl65h0qRJePtt81yIziA0NBRSqdRMm1paWmqmRTUQEREhWF8mkzmUA8jTeIUaDTVKBj6IGAA1tA9UVCPyrlzCCAAlCEUEyqGJu1WwDWrQ7cCht4GQOLZML3F9dLsy2vhiOlzCf6BVNapRGTQUhmk9BeBx2c8YKz2HsVLzICLtMm2F03HwrdsVuGUVMPqfgG8IsMckSFI/jubdrxvQj+MSEJEA3PM1sNa6VlCnp83ygNrKj0eykePFaAtjm81XoW3FIKwCtq9Gcu8sSylgsl+Zhn7PC5uazxoShXfuYYLNCC0I/r5kAnMuCQVcPw98YF2oBABQUoC20dF1xENA/Gzj9ooi0eT2S3rmAd8+YCyobacr39zo3yF9mfQfAHDjQr7AOm4p8NcG5nP0cPN2bn1TVGBFT/MFPkFaowQnSphASM//dA7b5jtqCAhe3lutAxKDQVgFgAkSk1QZk55zuF8E21EolMJBpm2IHgww8T+am5vR0NBgbo02ZD5wiqNRHWTq4CTOZX0k+kiKeWUp1z7AMnyKIMp8kUVP07htaBRw0ViWSF3GabqP5RMdehuYspr5nC0e4JJl/rfAf+cyn2PHWa/fmdBrmYj9+00ivborXzKh3aPVauHl5YXMzEwkJDgnvZ5DV9eZM2dw++3mD5ywsDBUVNiYZNlOFAoFhg8fbma7vmfPHowZM0bwmNGjR5vV3717N0aMGOHx1RlHORr1EGoixyLmtucBACqqEQAwopFJ7yNt9f8R1TBMeg64/WPgQaOvhl5mW+6+tnBviHEl1NTkq6pBzcu9OkZyDiqhgCJsA+0wbYWzufUt5n/kUE/2ov3i27rg1Hsiv3zsU5aPU/AXO0ZJzuM12Udm1SobHI/4eC3rOPs5Gs7xc2lsbLSpHk3rMVtyEIciNsIrXTzCpUImQd6rM9i/aQnGVfWHx/dmPwsJyhIJxQirAF9YlXmz0WeFO8cRVkPigKhhwJSXgWmvATc+AvTnmH3GJTOpFgwo/YBluYCqBzD7A0Y7Y+A7jrAKABWX0S6hOT5/ox4DYgXMLEPigMkvAA/tZib1C7aZ1/G1EEthvo1pVnRGrVUkzN/Zgv6IInx/ohApbx1gt7W6tqWmMeTTZQmMaVN7BD7e3sLvTx8ffjkbSdwrQKC2OTk5Obh8+TJKSkp4i20AgNs/4G/3nQwxDDE2DAiZiAulY+oZwkQzGNkrBOvvTOTtWyb72lLX+dQUAU3mbiY8VlYxi6NzvwBiRjPPpK7ElNWAd6Cne0Fox8hkMvTs2RM6nfNSpzmkYQ0MDERxcTF69eKbumVkZLjUzzMtLQ0LFizAiBEjMHr0aHz88cfIz8/Ho48+CoDxPy0qKsIXX3wBAHj00Ufx7rvvIi0tDQsXLkR6ejo+++wzfPXVVy7ro6spCZ+IYdNfA1oF0iKvOEQ3X0J5+FjEApC2PtxlMpGJo0wJDLmbV+QODevYOqM2RwYdQlGDBbI9uKyPwld/e2N83DF2/xK5lbRDMtek3mlXjHgQSLqP1YQQREhewyQ7r7wCTFwByOy7lr9WvCJYvvfCdcy70bGJcgsncIicck4kQdMAJ2J81PBPBClqgGoAfxxnBHip9cf8B/cxmjyNTg+51MI65pnvgR/+D5i8Eriyn7/veY41i17HmPxqmxlzYZpmNJ9yHyB6mPiik8FEUOi69wkGlggksDfliWPW63gCnqBpshDwyAHg3DZGuwoAMSOZPyEkIua2/9gLKMXivJrAyXuZ7vVPDNXz82aqVJZzdhtoVGux9Du+RlSjs65hDUQdxkrO4Xf9MLSAf896U5zFotveA1Qejh3RyRALHkmDQkUjzdluvUoNqX3soLCwEGFhYfzCSc8B+9Ywi04W+Eu5BLHNRm2sTkCv4kO1mJW9PS8Jnxy4guXTBpiZpN8kPQeZRjjIHo+ML4G/bAgEY9Akxt/G/HVWvIOFhffwQfyFwXn/tf3ZQ+gyPP/881ixYgW+/PJLNkJ5W3BIYJ0/fz7+9a9/4bvvvgNFUdDr9Th06BCWLl2K++83D5zhLO6++25UVFRg9erVKC4uRkJCAnbu3ImePRlTpuLiYl5O1l69emHnzp1YsmQJ3nvvPURFReGdd94RTWnTEbnm3R/RzZegppTQ62kEg4moJ7Fj4k5znOQ/OXAFCzkaFlcwQpKFb+Uvs9uzasJR5mee+FuUrqBhBYiwagv+4cDiDMaP0kZNAPreAuSIh+2/SXIGz26DwwIrNxCIHDqotXpe4CNXEkTX8Au2/xMYvxRoKGc0fOHxgJe4MGJRWAUYYRUA9q7mlz95mr8tkTK5KxU+jKAJMOe2xk1pTC7R3pOs1xXi9o+B0Djr9TxBrwnGz6ZCZ+QQ5s9WQvsB5dnG7VU14nWFaOFHXk2U5QPgB/Xy9vZmo1SL8f0J8/zfQrmHj1zha3EzvR4BAHyrnYBl2kfYcil0GEwZhWkk3Wfx/AT7EcvBnJtfBC1XYKUBGrTF54UYggtsE5YBCXcCQbF2tfWlbgpekHxptd7Q7iq8d6944KebJGdR0m0ciqqaWBP0X3WjcKuUEzH558fNDxTwte0ydB8BXBIIlqYxSTU0YIZ7+kPoULzzzjvIyclBVFQUevbsCV9fvoXbyZMCsSss4JDAumbNGqSmpiI6Oho0TSM+Ph46nQ7z58/H888/70iTNrNo0SIsWrRIcN+WLVvMyiZMmGD3oHQkdBTzE6rValzMuQTDlFCusMPMlyOwrtl5AfeP6Qmljfktxbh0vQ7LfjiNJyfHYWJ/fk7LZfJvedt9qSJo1cJ+yIJ0BQ0rwT5sFVYBi8IqAHypWMdb4bcXrgmbAlpcrWhAXHjbVp8diagHgPEbOyXyXR7eb649UTcAZReBwFhmojLoduD8z0D1VUY7IkaQ4/6PPG550fa6yWuA3Sb+jYlzndMPV9Pn5rYdzxVWlXZc+wZM7hfaVOMLWBVWAaCm0Twgzp7z13H/6Fhe2byPzdOoAMBc2Z88gXWBdA/6SVp9kB1dtCA4hLaRv+hBw/EARqKEWPEjFaAerQvUIX2BihzxirufB1I4zyi/CKDeaPWhbI2w9+kDI3B36/V4s8TOUMAEBmsm0wQCgNmzZ4OiKNFFMntxSGCVy+XYunUrVq9ejYyMDOj1eiQlJSEurp2ubHdi1GWXASkQWPQH9BVT2HIvH9snyLTUKNzeI92L9/bFIW1K25L8pn17CmeKapC6+RjyXp2Bc94jMKjpuGDdG7vp8XX6JaRYUApraQlkE5cBkYkQjgxBIDgXRwIvVdS38MyAe1HFOJhT3maBtU0PfIU/oBbIZfjxROC+H/n+ZKYBqX561Hr7o59wvG9tYcwT5gJre342cH1YpU6MG9BiOVeuIN1H8DaFBFZbiAw0t3Z5+dfzZgKrJSjoQbeaffKivjbbqTUm2ISXlxcCAgLM/eIFXAfyUv7jpl6Jwy4AmlhWTUuIALjya/q7fIHVxIohkKpHLk1jZG9jwM0KOgA+lIm/rTXGLbVep9Mg8lzI+p95/AgCoZXGxkY888wz+Omnn6DRaDB58mRs2rRJ1B3BVhyyU/vzzz8BAH369MFdd92FuXPnEmHVQ4yXMkmah0qu4OwloykVZSn4iQkajs/dOvlneG/vRQu1beNMEX+y0bdZ3PesR/NF80AbJsgoPTBpBTE9IbiN/x69avcxkzf+ydOwvqvYhH5tFFbbxHMlwLOFwLPXgEcPAjNM/LO+vIMxd9u3DqgtFm5DjO43AM9d508SPYmynZvtcRcdbIy86jJMxooG2JQkQnEouKneuOSWm0dptXeR50P5W+znZAlnUTMy0bwywSkIBtUysVyiaaDay7Ec0m2FgnFxR2r4LOebE35wp4DrUlO18bPJIt+NkovIvs6/Xrl5WAV5pDWYmC/HSmzyC5aP6UyILQAOT3VrNwgdixdffBFbtmzBjBkzcM899+D333/HY4891uZ2HXprTpkyBTExMVi+fDnOnrUhCAbBLYy8/A77mbZjziA1MR/+P+lOkZqOo6SbRfeNbT4AbzgelZVAcDYU9PjhpP3pUaobNZgp5Zs/Styo9dst5aRXmPqqUSuh8AUiBgM3/B/wgkDk4j9fBTZa8COnpEBcCvA0xxT1jo8BeTsyzx/zT0/3wDJcM1x7TNitMUA4hZlFQvkCCw0KgwYNQlJSEiIimIjR3MBLAwcy/q3VjWroW+1EmzU6vLfPPCLz8qkD8HduJZo1tkWHTJEahVQvbs5NZ2qhCdYx0WC6JbFa4t2CxVKOwCozRAQ2fdak8wOFAQAu/2H8rPDh7bpT+pf9/Qttm6VZh4cWCfbnE0LGhiDKjz/+iM8++wwff/wx3n77bezYsQM//fRTmyMGOySwXrt2DcuWLcNff/2FxMREJCYm4rXXXkNhoXkABoJrudzNmGcykptCww4TQi8Td9Vn5W2LokzTNHzQjPuke9ANVTh/rRYHdIMt94EiAivBTUx7XbicE1wkBHU4XVhtd9Mrpg0wmxg1ax17SPv4GCdchsBy1uDd9kkLhCtJ5cBj6eKN9BjJ+Lfe+Rlw3w9M0JGVFcC93zJBruZ8zvwFuzY4m03IWifZN7/ABJdqz8iUwJJzzJ8zU4nNft9pTUk4eRQNGleA8aE+kF2Goav3oPezO/HevhwMeGGXYBurfjmPuR+l4/Gt5rEjJNBDJpCmRJC/zdNNEZxHUlISIiMj2cUI02vSlinEgAED0Lt3G54DIulgpDwNq0Fg5QugqC4wP/D7B4HdrRpQ3zDz/a2E+tl4/3WVAI9iWLoIek9konj/4w/xOoQuSUFBAcaNMy6e33jjjZDJZLh27Vqb2nVIYA0NDcUTTzyBQ4cO4fLly7j77rvxxRdfIDY2Fjff3MZgEgS7qOpuHG+1zI/9bI9Oh7IzFYg1nvw6E8tlX+EV+Wb8oFiFBZ8dhVYq/uCvp73wgNSGRN0EgjMY+TAw4w3z8hCjW8NEaSb0NLBmx3kUVFrPgWrQOgkFKSmtFbcusARXw2Wr7wfVOsG4OPgZJnepGOHxwL0/AN3igQdNBI+k+5hgTIPvYiIqA3zTsEGzmb/2wPMlwIvVjLDanv1XDai6M39thXv9OhDF1ZT+AmbrXOGVoij854jRRP7137J4dX954iYE+/LfI3svlpq0SGOHYgVyvMQzCeiDbc//SmgbEokEUVFRkEpbV6wdSG/n6+uLoKAgs3I/PwvPHl4npMDDfwLz+IvkEkENq8kcouISBDncamlmoh08qh8AuZR5RuxeMh7fPjLa9Eg+vEU9t+ib2yEi37vkNPO8TboP6D7cvV0itHt0Oh0UCv7zRCaTQattW5q/NjvS9OrVC8uXL8err76KwYMHs/6tBPeg44SPz4owmoYFqAJtb8QnxHodO9h+6hrul+0BwPiIVDSoQevMo0kaOKwfZIwMSSC4gxv+YV7GiXz4smwzAOCTv3LxwL//ttjUf4/mI/Gl3ThxVdgM0lfm2GQnIiICYWFh6NfPdtMrg++XxIbcq4i7BViUDvQczZgJj3+GyZU45B6H+usxOoKg6mxu+Afwf78DTznHJUdGmz+fTScce85fN6uzNLkfDi2/GYO7qxAtEICJixfUGCgR0IrxTupreT/BdUj400FaGcjb7tPH9gi/dgWJixoKDJjOK+KbBBt8WE2uL62FuBdatZnAelg+ihVSg30VuLFXMN831RTuwlKD7YGZdDqdQ0Hy9Ho9amtrceXKFWg04vMlwzkqKirabGJpFbHvEU2EVHs5cOAAZs6ciaioKFAUhZ9++om3/8cff0RKSgpCQ0NBURQyMzNF26JpGtOmTRNsp6qqCgsWLIBKpYJKpcKCBQtQXV3Nq5Ofn4+ZM2fC19cXoaGhWLx4MdRqvpXjmTNnMGHCBHh7eyM6OhqrV6+2+bqmaRqpqam444472L/m5mY8+uijvDJ7cShKsIFDhw5h69at+P7779Hc3IxZs2Zh7dq1bWmSYCe01vhg07T+nMWKnoi0w+RMoXSe2cu3x4QnJAqIP4B7U8LBXrSRwyAr7rwpiQjtjEpj0DJvjon6lfIGi4c9u40JfLb4q0zMHBJltl9Wdw2A/WlfJBIJYmLszAXb+kKxSWDlIpUDN7s2JRnByfS4wWlNTWvcDuBJXhlXw1pcY7QSGNs3BOPjwjAlPhy9w4yaNGvBlrpR1Vb7ISk5ZVuHCU5DLKAW/cAvQJlRIxIYGMjbzw3OlZCQwItn0tY0FgYN67ZFY5B4KQP4C0bzfwPXLSzWvBJmJlQtiTwHxHC0wXod0GBqBcDBAT9znU6H3NxcnD17FsOGieeEFTru7NmzrAZKqVQKBj8zcPHiRTQ3N0OhUGDwYMvuVg7hHwXUXWMWEi7vNd+v6uH8c3ZyGhoaMGTIEDz44IO48847BfePHTsWc+bMwcKFCy229dZbb4mmups/fz4KCwuxaxdjOfXwww9jwYIF+OWXXwAw19qMGTMQFhaGgwcPoqKiAg888ABomsamTZsAALW1tZgyZQomTZqEY8eOITs7G6mpqfD19cXTTz9t9bs+8MADZmX33df2nNoOCazPPvssvvrqK1y7dg233HIL3nrrLcyePZvnc0VwEzrOqkjriuM1ZR9E2tFE32gLq4x2suyH02Zl3mjGOKn4y6WvRNiunQirBLfiG8ZbSeem27AFnZ7G3swcLDcpP/zbVxgQn4jYUNdrjwwaVqlJSgcCwRK9NSLmla38csr4jF53eyJiQszf9ZkF1RbbOKBc4lDfCK5n6NChZhodOjQOKLsgeowhOBfACFgxMTEoKytDU1NTmwVWg4Z1SPdASLJbtYhS2zMfAABMrboKj/G3iyzML2LHie+zQH09E4XYmobUlObmZp65pLUcyM3NzAKSWq1GcXExIiPtmfHZwKN/MePTdzKww0RAWbgP8Al27vm6ANOmTcO0adNE9y9YwMScyMvLs9jOqVOnsHHjRhw7dszsd79w4QJ27dqFI0eOYOTIkQCATz75BKNHj0ZWVhb69++P3bt34/z58ygoKEBUFLPA/sYbbyA1NRVr1qxBQEAAtm7diubmZmzZsgVKpRIJCQnIzs7Gxo0bkZaWZjUv/ObNm60Nh0M4ZBK8f/9+LF26FEVFRdixYwfmz59PhFUP0T0skP1MtQqvtJ2TVYnSuRPpKRJ+vtU18n+jnDZfrcwIFr95zVA6MaomgSDEgm28zblSo3vDoq0nBA/hmgCX1Dbj31pTcRW4Skfg3k+POqmTlpG0msFJZERgJdjOccUIi/sjVMYATELCKgC8LPs3Fkl/duj83akynFb+n0PHEtqOVCrlB0/qNU5Q6PT2ZrScAwaYRxQPCwtjLUL0ej1qamqsCl48OOa5Py8ajUPLb4ZEQgH6VuHP3kW4EvPFc5z6mjEXBmDRLzXPgYjCJtTU2J5H2NQcs6amBlqtFlVVVaitrYVeLxKtF0BFRYXDfRTFNxTol2w+5l6BQLTtmuOuQF1dHWpra9m/lhbLKRrbQmNjI+655x68++67vAUjA+np6VCpVKywCgCjRo2CSqXC4cOH2ToJCQmssAoAKSkpaGlpwYkTJ9g6EyZM4FlfpKSk4Nq1a1YFalfikMB6+PBhPP74421OAktoO93HG1XvEn3rQ4+y88HeexJv85SibQ+kTxT8XI93SA+CEng5RHez4jvbYxTQv9W3ZfCcNvWJQLDIqhom7QuHORyBdeeZEsHDNu7J5m330BlN4oto5vpuphUoqrZj4tYGJK0BSiRODqRG6NzkUZZN/AqrrFy/BX9jgex3LJN/wyu+UFxr0/kPKp9EAOWee4QgDNcEHAHdeUJUt26MMDlw4EAMHjwYvr7Ci9wGzUtLSwtycnJw/vx52zvA0drE1J8y+kTrWxcF7cgtL8q2Rxhz4T9ft3+eZANcIT8nJwe1tZavf5qm0dTUhCtXrpjtO3XqFK5cuYJLly4hIyOD1aqaam9bWlrMBF7X0VWDT4kTHx/P+ouqVCqsW7fOZedasmQJxowZg9tuu01wf0lJCXuvcunWrRtKSkrYOuHh4bz9QUFBUCgUFusYtg11PIHNJsHbt2/HtGnTIJfLsX37dot1Z82a1eaOEWyE46uqVTMrO7S9D2KJFHihHBe3rceAs6/zknbbSzgqBctDqDqzsm7B5tEFWd8JAJizGfAOBkrOECd/gttJovhmkjo9bean9/EB/kRjvWYe/iX/GgBQRfsjmqpgUja56T1vSBkilZMclgTb+UfzFgBvi+7//oSVlHUFRgsCKXTQgXkHLf3uFL5+eJRjnZr2mmPHERyCjRbcCldTZNDmUBRlFoyLizVTQZsJjAHOfM+YAetbTWUlbQq5wmffK0DcFOe110pubi5vu76+HgEB4tZhhYWFKC214EfLoaysDD169EBOTo7gPpqmERISwmrBXUKz7VrjrsL58+d5/sZiPuFtZfv27fjjjz+QkZFhsZ7QPUjTNK/ckTqGxRin3eMOYPMTYPbs2az0Pnv2bNF6FEW5PnIZQZBedccACqAdebBL5WjxY0wEJLTjv99Rrydsryy0YuofbhRYvYOYZOFODC5CILD4drMYdENK0diTdBALMgaiBCHQ6PQ839DrAulq9K0JpSrj5kCbxZjXhFPMIk5pXTNCfJVWg9O0BTmtASiiYSU4l5mJkXjnjxyIXroa473gBTUawEyamzQ6DF612/oJ5L6AxiS4Wb+pDvaW0GYoCuXlxrzuMpltcwqnTWY1TcAPrSbiQ1uDtThTYAVgtop4w0Lg2CfM5+72zzmEfHeLi4uhVqsRGxsreIytwirA/AZ1dXVobGTSrBk0aaWlpazW6/r16xg+nCzuuxN/f3+LixLO4o8//sDly5fNgp/deeedGDduHPbv34+IiAhcv24ezb2srIzVkEZERODoUb6LUlVVFTQaDa+OqSbVcK2aal7dic0mwXq9nr1B9Hq96B8RVj1HVOvE2G4NaytU6wuhLQKrXegEzFiSXzF+lnmZ7ycQnMWDO5ngGvdzLEbCE3hV4i68j82K1wEAah3f8mDyG4zJ8K2SdOxXLMFA6iq8wFzTErkX4hVMAKcGmpm837hmLx7aYhL4w8kYNKwyomElOBFd60T8/tGx5jt/+AejsWrFcA8AwJUyyxG2WUyEVd3kVUCQ/ZG1CY7DFzYpnobVVkG0bQIr59hmjimtpjUPtrMDyek4OSFnvQvM2ADc9wPjfnTv9/y6Q+Yz/0c8JNqckOYTYHxMbfVnFTO1BhjNXV2d0VItMjLSTCtO6LwsX74cp0+fRmZmJvsHAG+++SYb5Gj06NGoqanB338bU/EdPXoUNTU1GDNmDFvn7NmzKC42ZufYvXs3lEolu9gxevRoHDhwgGdqvnv3bkRFRYkuvrgDh3xYv/jiC0HHYrVajS+++KLNnSK0EQdXIqnWVBiUOwTW2z8GgmLNy2NvAu78DHjkQNfMr0hwH6FxQOqvQO8JxrIHd5pVGyjJB8CkbCqoZCZPxTVNqG9hJjzvKjYhVnIdm+SboKQY/yKpwhvqbonMZxjvpz+zbc/n5whygw+rnCz2EJzHN63pyrzkJhPk6nzgzHe8Iq7A6ih02MA2t0GwD56wGdxbvKKtbbTS2Nhof9Tg7P8ZPxsWth3VsN4vEggsP9342TDn6XsLcOengHcgv+7Mt4AHfgGmrhc9jSU/Uq622hL9+/dHcLBwBN7c3FxWyIiKioJMJvOoeSbBPurr63mCZm5uLjIzM5Gfz8wvKisrkZmZyfp9Z2VlITMzk9V0RkREICEhgfcHADExMejVqxcAxsd86tSpWLhwIY4cOYIjR45g4cKFuPXWW9G/f38AQHJyMuLj47FgwQJkZGRg7969WLp0KRYuXMhqiufPnw+lUonU1FScPXsW27Ztw9q1a22KEOxKHBJYH3zwQcEVo7q6Ojz44INt7hShjTi4EilpPY47wXYZ3kHAsPuF9w2+C4gc4vo+EAimeKlEJyWv7LiAca/tAwCMXveH2X5fqhnTJIypjdzLG37XDgEA3lG8J+rb7Uz0ehpyomEluIDyemYyzk1vAwA495NZXS/KfOIegHr7Tkg5NDUhtJXZHwJj/gn0udmhw4UmsxcuXDDz7bRqiXdiC6cyJ0rwHZ860ivh4j0vGD97qSw3IVMCvcYDDrpa2JpFg6Io+PkZcxtzP3Px8mIWJHmBslppa0ohgms4fvw4kpKSkJSUBABIS0tDUlISVq5cCYDxUU1KSsKMGTMAAPPmzUNSUhI+/PBDu86zdetWDB48GMnJyUhOTkZiYiL+85//sPulUil27NgBLy8vjB07FnPnzsXs2bOxYcMGto5KpcKePXtQWFiIESNGYNGiRUhLS0NaWlpbh6FNOLRkZeqca6CwsBAqlZUbn+ByaKqtGlb7gy7RNI23fr8E2zPt0YBMiQ+1t+JR2a92n49AcBmD5wC7/sUr2iD/EEs1j5pVNZjgAkAQ6nAePdEL1+El4U8aPlJsxGz1K7yymkYNThZUYXxcmFP8WjV6GgowkzuZnPiwEqzQYxRQcITdNH2vG8wTS2qM/qnBvibXlcY8sq8S5jkoP1a8aV/fmly/wEPgQ1EUED6Q+WtLGwJUVVWxnw2pM7p37873hxPT3Fz6rXW/FEicAzRXAzuX8usoVUCLmNmtDQLcQNcGCr127RrKysowcOBAyOWWox0bgvZQFIX+/fuz48XFIKgKCawajcZiYKw20c+OVIQEHhMnTrS4mJCamorU1FS72hRqLzg4GF9++aXF42JiYvDrr5bn3YMHD8aBAwfs6o+rsWsZMykpCcOGDQNFUZg8eTKGDRvG/g0ZMgTjxo3DLbfc4qq+EmzFQQ0r1XqcxAEN6x8XS/H2XsvJ53mEMXnc1I6tmRAIrkMgKfpdUuEH98PSHexnL0oDP7RO4HtP5NUbKjFPW3D3x+l4cPMxfHbQfJ81mjU66PXMy6qyQY1mjQ4anZ7VsEoVRMNKsMLcz3mbx/KqeNtKpRKDBg3Cv/YbBYEV00zyb4b1M2t2kCTPrGyU5IJdXaOqzNsgtH8smQua5mQtLLQSedoE+jJj3YLhqeY7k1eLH1h11XrjbfSPbWiw7qut0Whw+rRAbthWDLltAwIC0KtXL8TFxQEAEhISoFAoeHlyDb6rQj6slnK2thli+UDwIHZJC4bowJmZmUhJSeGZKygUCsTGxuLOO+90agcJDuBg0CWJjFn5kzigYS2uMY+YKkjqDkDuwwbU8FYo0IYsOgSC86EoYMFPwH9m84uhB22yxmead7KfpIj5ILeeWuBiCRNA44cTRXh4fB+bu1fTpMENr/yOIT1UWHdHIm7ZyAR/GhDhj82UIQ8r8WElWMGfn3i+Qa01q+Ll5YV6tXEVP0Jlcl398pTZMa/LP8Z3uonWz9/9BqBQOAgZHdW2XOAE+3GGb5qlNvLy8hATE8Mrq6qqQlCQQHo7E8ob9bh64H/AwBPCUXCHPQD88qTwwS5IX2OKkP+qTCaDVmt+T2k0GsjlcjavKgD06dOHF3CJ68eqVCoxeDCTIzw6Oho6nY6t63aBVUoUDATPYdfV9+KLLwIAYmNjcffdd7N29IT2RU2DYwnYJa1BDRzxYZW0vqgO6QZhrPSceMWAaCC4F7s5NaoBsG+hlUBwPX0mAatqQJ/dBur7VACAAlq0wGhqFQjz3MIsAgKjEmq0QIFvjuVjbN9QtjzruoV2BNifVQq1To9jeVWssAowArBc2aphJWltCDZQO3oZAtJfg56mcLqgBrVNGlworsO/pvY3Ez6iUYbe77XmG1xRBKyLFmgR+FRro9lgdYFwn7yi4R0zxubvQHAOrhZYGxsbeVFuASbwDCuwWjCXvFpNA0omIIxWqzWfuFrqe0CUpS47BSFtcXBwsGDamtOnT2Po0KG8Y0xTlYhhyIdrQCjdUEVFhc0+s3YjlIqQQHATDi2XPPDAA87uB8GJpFT9F8AHdh8naYMPq5TW4nXZh5aFVYBJCM6he7W5fwaB0F6gOCvKpgLrr8rnxA+UewO3vgn8avTqzvJKxefaKfjXD20LTFfbbL5qb+wj4z9IEYGVYAO6EMak9zjdD2/+ns2Wj+0bgnFxYQCAQB85qhs1WCXnZAAQEVYBQIUG7FMswava+fhNbyGfZX2JWZG+bzL2+d2L6TJi0t4RsSb0FhUV8bbtChDUwqS6cakG0UEsRQgWwhAptq0IKY00GnMf8jbhF2G8VwN7OLdtAsEOHDJI1+l02LBhA2688UZEREQgODiY90fomBgEVkc0rDGlv2OOzIqDdthAM18RSmDSQiC0Gzjm9bdK0xGOSsQu34FQ1KA7ZSFVgcwLiDCPdP2AbE+bu9SsFr8/Fa0+rBSZ8BNsQNLqk0aZBKYpqzOmrbt/FOO+MUVqYXFxyTkgpC8AYI7sAHpJruMjewMtAdCPfIykM/MQrtaw2nCwY8fd8A/+tl+EcD0PYCmvqjOQSqXo3bs3evXqhZCQEADCQmybePQgMPxBIOEuYNxS6/UJBBfhkMD60ksvYePGjZg7dy5qamqQlpaGO+64AxKJBKtWrXJyFwnWqPJyzqqXQZskccCpVKnhm/rsw414X3ofv9LD+xzuG4HgadbJP8N+JRPW/bjXY5YrKwMA31DLdRxkzU7xADaGoEuQEg0rwTpUa3RqiYnAmlduDCJDURSCUcs/UOEHjH0KeLEaWFUDqLo7pT90qHkQJ4J7EEs1I+Qn6RIsaFu95QAS5wJoDd7kzfF77WYa1djOtC4uDCRk6rPrCoKCghAcHMyaBztdA+0XxuShveszQCmcZodAcAcO3albt27FJ598gqVLl0Imk+Gee+7Bp59+ipUrV+LIkSPWGyA4lZLRK53SjkTqeB7WBg3/IblXMwh600TfQoFoRlqZ+BMInoTm3wveAjkmBfENsSqwKqDBICoP9kywvvo7X3SfBHpIqda2pMTXiGAdSatPmtRkkfLw5Qr28/XaZsySHjbunP8d8GwRMOUlvlbMGYskfuHW6xBcglCKFIBJP+MWLFhbNWkAqJiF+fz8fCDIGAcDhcf5lfX2zl/aplkWM2v29fWFj48P+vXrh5CQEPTu3VtQ++msVJCG34/kYSV0VhwSWEtKStioZX5+fqipYcLe33rrrdixY4elQwkuoLCE/6C/PvgRh9qRSI1Rgg/nlOPbY8JBMYT49cx13nY8lYcnNFuMBQ/9Jnzgzc8B/pHM59n2+90SCC7FAX9uFoVlc7BP5RuwQ/ks5kr329zkih/PmJU9P4PRMCi4+S+JhpVgA1RrZHiZySKlQmacGnx9rAAN4Ey0+yULN1ZTJFxuCWJi2G4Q06S6LKdnK9xouRZpjfarVquBayeN5ae+4tejdcDMt5nPfW1Is9jGlDZcn9HIyEjExMQgNjaWdY/z9/dHbGwsgoKC0KtXL7Pjvb2tR5S3BYM5tpCGlaZpnDt3DidOnBDM60ogdAQcEli7d++O4uJiAEDfvn2xe/duAMCxY8fYpMcE9+HfdI23HT7rJYfakXI0rPM/PYplP5xG7PIdyC23nmNMb7JKOV9mYv4bLRCKHgCU/sDTF4EXKoCh8x3qN4HgMrytp1xwlPFSRvh8SLrLruMk0OMD+ZtYJP0Jcmjxf/tHInfENgyhOPlciYaVYAMSEYHVoGHVteb6NdXACtJSY72OKUn3Wa9DcAtiAis3faErOHeuNVBj/+mWK1pLFdZ/BvN/2APM3yMHgHn/td4BnX0Bk0zhCtwRERFQKBSisVyExthZAqslDevJkydtXxggENopDgmst99+O/bu3QsAePLJJ/HCCy8gLi4O999/Px566CGndpBgHf8gEzMqG3JACkFJDZMXPZRQQ4V6AMCsdw8CABrVWiz7/hSe3XYGKW8eQH2LMVpppIofRl2jUEEv5SxeWMsNS/J7EdojseNsq3fXvwWLK0Y+Y1Z2I3UB/mhktwdIbLdkAICbJRmYJj2GZfJvccnrflA6Naiz3+Eb5cvGSg7mYiZ0LahWtw1TgdVAk4Yp/6dsm0Pt+3Guc0GCzTVOBM8gFjBJzFTY6dz+IdBjpFmxWidg4hrAMVMOiWP+z9gATF0PjHuaMVWPHAKYBp9TOsf8lotBoymRSKwGnRLa74xgV9x2TDWsBgtIAqGj45CU8Oqrr7Kf77rrLnTv3h2HDx9G3759MWvWLKd1jmAbWn/xFAP2IJUZgy4dVC5GGFWLG5vfQ2lzEGKXm5t6bz6Yi39OZl4WE0NrAI57nVxdw/iZVOUyBe566REIzsTWyUTCnYBPKPDFLODB/7HF2kjztB7fcgVLBwihaq1XaqOZG6FrIGYSbCAzvxoA8LNuLBbJtltuzDcMaCjjFa1U/BfL1P8nXH/sU8z/MYuBw+8Avcbb2m2Cmxg0aJDdxwwcOBAtLS24cuWK9cqtqNVqKLxUwIj/AwqO8vZpTC7NoKAgIOUV4LtUpsDwvA2IAkY9avlEgT0AxADXzV0rHMUgINoSEVhIOHWWBtvQtqmGNScnxyntEwiexilSxKhRo5CWlkaEVQ/RLy7OKe1IJMa0NmGtk+K/vR7HAEo40MvpIuPK3bD8zeYV5C5KXk0geJA8LxHT9d4TmIipPcewRVKZbaa5nx3MtVpHrWUmRn5oslhPT1MkNQjBJqQGqxpKWGDVtU5+dYapwo0PizfmE2JWdFe3Qhzq/71w/QgmDgZufgGY/y1w91bbOk1wG46kSPHx8WGESjvIzm7NASwQsddUwert7Q10izcW+IXZ18G5n9tX3wpaLWNpZks0ZSGBVS53jvuGPUGX2mMuWwLBGjZrWLdvt7K6yoEIru7Fu0eSU9oxTK5N/ZV2KZcjtpnxBQlHJfSg0IMqw+VSCyuKccmM1mmbYwGgCIQOQew44I5PRHdLbBRYX/71PP7vJsvmkaV1jA/So7JfLNaTUCRKJME2ZHImoI6YhvVCMbNwOV3SqvVS2KcNkjTXIrpcxJy4vrS1EwqgXwrzmRPAhtCxSUxMRHZ2NmJjY3Hx4kWLdVtaWqDVaiETsMTSmshWNE0DYf2BlLWCiyQWUTcAIX34ZbdYjvlRX18PiUQCHx/hBfjGRsbs3RbTXmeZ/1pqmyuwakTuJ71e7z5TbwLBSdgssM6ePdumehRFiebzIrRvDGltZJT56lue13wc0A1mA8UAwD91rwKYCAD4QTcOd0r/Mh4w8lEHwssTCB2M6RuAgEjR3VKZ8yJsNqp1uJG6gDCK+CQRnESrVU0EVSW4++ClcgBAHwkTZBHnfwZueVG4rZY68zLTVCVRScC1DOZzWH+7u0voOMjlclGTYj8/P9TX1/PKTp06hfDqKpgm0cmt4s9H2OBBox+3v1NVApYsNz0lWr2lpQVZWVkAgKQkRjFQV1cHnU6HwsJCxMbGMlGLYZvW0lRI7N/fefeAkA+rITiqKY2NjQgICHDauQkEd2DzEoter7fpjwirHuLpLCBlHfDcdet1RZBaiSzKFVYBYJ7sTwCAVqdHjt7EjzYqCegzifk/7AGH+0QgeJwb/iG+T27ZZM5WDas1KhvUmPb2X8L+ryR3JcFhjBofXlqkVjQ6PaJQbiwwza3NpbHS+um4ppx9J9vSQYKHcKYwZYqfnx+GDzfPHHC9SmDRwwSnptmx8uwsLzde+3V1dSgoKEBOTg5yc3Oh0Whw6dIlVggV08By4WpYQ0NDnRqB2SCochcCxObjLS0tZK5O6HAQm4DOgn8EMHqR1Qm0JQxBl2xFV13I/KdpUK1mxL/qRgFPZwM+wUxqjYf3A7PecbhPBILHibJgci+zHJFb5iSB9bVdF9kUI2b88wTJYUxwDM77YozknNlunZ7GYa/FxoKUNeJtLT4pvs/AqEVAz7HM4iqh3WEQuuLj450qTA0YMIC3HRUVJVyRkqC6mf+cU5pMS2zx0bRK0gLmf6p5MEkuFRUV7OecnByeAGvAEIXXXl/U6GjnBMs0YKqxLi0tRWUlfxHJkHYyPz8fZ844L/AUgeAOHIoSvHr1aov7V65c6VBnCJ5FUGB95C9g72ogZ4/ZrliqBHo9jc8O5iJZyiSjrqV9AH+i8SF0IhLuAnY+A2gEUnT4dbN4qFTedm1AcU0Tfr/AWE7oaApSro/q1PVMLuOh84GfHmvzuQhdDE6QG9okl/aF4lr0DPEFuEY7QbHibQWICCFctM3Agzvt6yPBbQwYMABardZpgYAM+Pr6IiYmBvn5+fDz87PgyynB5Uo9hkcZAxgppEDLbOG0YdagaZp/rsghzP9Zm4BprwEKy1pRMR9QIerr6xEYGGi1npBm2Rlwv+fly5dRXV3N2x8fH8+L3Ew0rISOhkMC67Zt/CAKGo0Gubm5kMlk6NOnDxFYOyhSE3MvDS2FPDIRuO97QKcBNE3Aqz3Y/bXwxS+nr+G1XReR53UZANCTctwkmUBol8i9gOdafYFWmeTxsxJEQ2aHD6vZ5KqV0ev+YD/zhNV/njQPIEIg2AMnX+8/pDswXnIawyXZmKteiWlv/4XX70pEzTkfqKjWxRpVD5GGbMTbvuixBPdCUZTThVUDYWFhCAkJsRzsR2Wy6HHPNwj27Y+660ZNoa0a1tLSUhQWFiIuLg7+//gDSN8ETGlVtlAUK6zq9XpotVpBU+OwsDCUlZWZlQsRGhpqUz1XERQUxPbVVFgFAJlM5tKgTwSCq3FIYM3IyDArq62tRWpqKm6//fY2d4rgGUz97XSUBGyJVA5I5WjxiYCykQmkkUeHI/t6HS+q8EjJBTf1lkDwMEut57eTSG17xN4pOQCtfhrkUvEJhdQ0kisRVglthZOvd5z0LMbhLADgFskJ7NSPQpi/EuW0yiiwtsHlBAC5Zrs4ViPTBsUCE5YBl95gtuOSQVdUADAKrFzTV5qmUVFRAX9/f9bc1UBBQQEAxvx10KDhwJwtgqc8f/48WlpaMGjQIF4an6qqKpuFVcC2tDauxN/f3+J+iqKIwEro0DjNhzUgIACrV6/GCy+84KwmCe6G4j9w9QKXhzLBmLLoVulRnLhaxUuJIBRhmEDoNEQONX62Jf+fSSAz+tFDOD96o1m1NxQfQmuacNCEbqhmP+tTXrV+bgLBGpTwJDuQagAAaHU0DuoTnHOuByynYyIQAAADZoD+xx/Ao4cAicRMo9rUZMxDXVZWhqtXr+Ls2bOizbFRhUX2tbS0ADD6ohrgms/agqs0087EVGAlZsGEjoRTgy5VV1eb3fSEDoTJ6qcOApMZOd/nI/NKMTbLX3NlrwiE9sOsTYCXivEdtQUTM3tKKociMEKwak5pvWC5AT/KOFGT+JibVtKyNmq/CF0PibDAGk0xmqW/8yrRjFZTydFPtO1cUidGdyV0ChITEwXL6agkIIJZKLFkAlxXZz2qsCXOnTMPNAbY57tqoD0LrDKZTNAkuKioyEM96nocOHAAM2fORFRUFCiKwk8//cTb/+OPPyIlJQWhoaGgKAqZmZlmbTzyyCPo06cPvL29ERYWhttuu80sx3FsbCyrTTf8LV++nFcnPz8fM2fOhK+vL0JDQ7F48WI2PZOBM2fOYMKECfD29kZ0dDRWr17tnIBnbcAhgfWdd97h/b399ttYvnw57r77bkydOtXZfQTAmGcsWLAAKpUKKpUKCxYsELTT55Kammr2w40aNcol/euMaGmBy8MnmLd5v3Q3xkjPu6lHBIKHiUwEluUBox61rb5pGhBKiiB/4eibb++9JNqMHxrxofxNY4HA5F9324fM/1sEUt8QCEJQwlOA6ZKjAICPD1xBH+oaU2hL2pqBs8T3WUmbRuh6yOVyDBgwAL179xatI5Tf1BCtt7FRIBCeALZMtLltXb/euWJxGBYGTAVWTwsgXYmGhgYMGTIE7777ruj+sWPH4tVXxa2nhg8fjs2bN+PChQv47bffQNM0kpOTzTTlq1evRnFxMfv3/PPPs/t0Oh1mzJiBhoYGHDx4EF9//TV++OEHPP3002yd2tpaTJkyBVFRUTh27Bg2bdqEDRs2YONGc+swd+KQD+ubb77J25ZIJAgLC8MDDzyAFStWOKVjpsyfPx+FhYXYtWsXAODhhx/GggUL8Msvls2Mpk6dis2bN7PbTs3h1cnRCq1n3LAQ2GMMqhVMtW2Fk0DocFjzw+JiOkmnKPj5CGtCDZGAhUiTfY8+Ek4SeIF8mPSAW/HrkE+QMvJ2IdsIAsEcEQ3rVdpoBXCLtDVmxan/ArdbSZ8053NgtUhgJaJhJQjg6+sLX19fXhlXkBISqgoLCxEaGmqmFRKjsrISISEhVuv06tULer3eboHV1H+2PdGvXz9WUPW0SXB5eTmKi4sRFxfH8xfuCkybNg3Tpk0T3b9gAZNqKS8vT7TOww8/zH6OjY3FK6+8giFDhiAvLw99+hjjA/j7+yMiQtiSa/fu3Th//jwKCgrY9FJvvPEGUlNTsWbNGgQEBGDr1q1obm7Gli1boFQqkZCQgOzsbGzcuBFpaWke84V2SGDNzc11dj8scuHCBezatQtHjhzByJEjAQCffPIJRo8ejaysLIsJrpVKpegPR7CMUsgf1SQM/E0Scd8RAqHLIyBYKhWWJzdZJXWgKOCbYwW458Ye8EMjxtp4n+kk7XfiRGiHiPiwTpSeAjQCgb6sYWkxRyPuS0ggcBESWBUKBSug2ito5eXlITg42OpEu7y8HLW1tVbbS0xMhFwuR01NDcrKytCzZ0+7+uMuYmNjecGYPK1hvXr1KgDGFHvw4MGdQoFUV1fHu2aUSqVbFjAaGhqwefNm9OrVCz168KO3r1+/Hi+//DJ69OiBOXPm4JlnnmHHOj09HQkJCbxcyCkpKWhpacGJEycwadIkpKenY8KECbzvkZKSghUrViAvLw+9evVy+fcTwiGB1d2kp6dDpVKxwioAjBo1CiqVCocPH7YosO7fvx/dunVDYGAgJkyYgDVr1qBbN/HciS0tLawTPmD0kdBqtQ75NTgTw/ld2Q+uPigA9YLn+lU3FrdLDwEAEiR5Zvs9PU6O4o7x7cp0yfGl+feURqcHaAmEjSNpXLxWjanvHGJLthzOw3nlY1BS/DHT6nSgTcaxS46vm+l0Y6zTiVyLDMHgT95t+d5i7WlkvoCV4zvd+LYz2vv4arVaAIxJokHQUqvV0Gq18PHx4ZntajQatj7AzNW4WjvuPoDRoAYEBPDKpFIpb753+fJlsz4NHDgQFy6YZz/QaDTw8fFhhVWNRuPx8TX9zqbzVq1Wy6sjk8nc2lfuuTMyMjBs2DC7jvf0+HIxfJf4+Hhe+YsvvohVq1a57Lzvv/8+li1bhoaGBgwYMAB79uzhCf5PPvkkhg0bhqCgIPz9999YsWIFcnNz8emnnwIASkpKEB4ezmszKCgICoUCJSUlbJ3Y2FheHcMxJSUlHUtgbW5uxqZNm7Bv3z6Ulpaa+RicPHnSKZ0zUFJSIihkduvWjR1gIaZNm4Y5c+agZ8+eyM3NxQsvvICbb74ZJ06cEF0BWbduHV566SWz8r1793o8z5aBPXv2uKzt2zifr9GhOLbTPMl7oJcMsPC82ClwTEfCleNL6Hrjy72n9u//ExJai8kC9aTQY9O2AwDHoFenp82EVQA4cTIDJVeEtVldbXw9QWcZY4lejZkW9veXFPK2bXm23yZSfuDAn6j3EvfT5tJZxre90h7HNy8vjxUC8vLyUFVVBYqiIJVKUVNTA4QNve0AAQAASURBVD8/P15Km5KSEuTkGFOLHTx4EH379hVsDwCys7PNBNbLly9b1TKansdQZglPja9pP3NycuDnZ4yZUFJSwhvDsLAwqFQmucVdRFNTEy/Ik6+vr9VxFKM9XL8GP+rz588jOjqaLXe1dvXee+/FlClTUFxcjA0bNmDu3Lk4dOgQu1izZMkStm5iYiKCgoJw1113Yf369axZvJClgWkeeDFtvCdTIzkksD700EPYs2cP7rrrLtx4440Of4FVq1YJCodcjh07BsC2ATbl7rvvZj8nJCRgxIgR6NmzJ3bs2IE77rhD8JgVK1YgLS2N3S4qKkJ8fDwmT57Muyg9gUajwZ49ezBlyhTXRaTjpNjV0hSmT59uViWr8FvAQnoyoWM6Am4Z3y5Mlx1fzj01cfb9oHL/BATSFcugQ68+A4AC6+kUht39LzOfwC47vm6k042xXgecEt/NzbEN2Phsb73e9dEjICk6zhaPv/3/ACtzhU43vu2M9jy+p0+fZgXMPn36sNrOoKAgVFVVITg4GJWVxsBfgwYNMnP3Gjx4MPu9uO0BTOpFrkALWFeuxMbGIjg4mFevf//+Zj63Bjw9viUlJbh27Rq73bt3bwQGBrLbubm5qKqqYre7d+9u0eLQmRgCAHFxRMPaXq5fg/Dt7+9vthDiSgyBZ+Pi4jBq1CgEBQVh27ZtuOeeewTrGwLN5uTkICQkBBERETh69CivTlVVFTQaDatFjYiIMFtMKC0tBQAz7aw7cUhg3bFjB3bu3ImxY8e26eRPPPEE5s2bZ7FObGwsTp8+LegEX1ZWZtfgRUZGomfPnrh0SXyV19T+3GCbLpPJPH6DGJDL5S7rS7asP/ppswAweViFzjOobIfV/nVkXDm+hK47vhneo5CkUAA+wiva0VQ5+kfattot9xKeMAFdd3zdSecZY8vfYZKEs9oSOdSu7ywZ9zQQGge8OwK48WHI7fBX6zzj2z5pj+PL7c/Vq1chkzHTU6lUCplMBoVCwZYBzCSbuw0wGtPo6GgEBwebmRA3NjaafWfT403p1q0bKIqCt7c3a4bKFQAtfRdPjG/37t0REBDAalr9/f15/TAdw4qKCkilUpfHeWloaEBZWRnv3G2ZU7eH69fateMuaJrmmbWbkpHBPMMjIyMBAKNHj8aaNWtQXFzMlu3evRtKpRLDhw9n6zz77LNQq9WsufHu3bsRFRVlZirsThwa8ejoaJ4jt6OEhobaZGY7evRo1NTU4O+//8aNN94IADh69ChqamowZswYm89XUVGBgoIC9kcimENzVsBjJcKR8vSUFFJaK7ivEV7wEdxDIBAAAAHGYAfoPwPIYhaAnpL9gLzyiZ7pE6Hr4hcO1As/6/tSnDyNY5+0rb353wKFx4C4ZEAqA1aR3OwExxFLXyiU0katViM3NxfBwcGQmAQAs9dUMzw83KPmj45AURRUKhUGDRoEtVptFom3oqKCt63RaFBUVISQkBCXCoAFBQVmZab+tp2d+vp6nsl2bm4uMjMzERwcjJiYGFRWViI/P5/VkGdlMYqjiIgIRERE4MqVK/jmm2+QnJyMsLAwFBUVYf369fD29mYtX9LT03HkyBFMmjQJKpUKx44dw5IlSzBr1izExMQAAJKTkxEfH48FCxbg9ddfR2VlJZYuXYqFCxeymuL58+fjpZdeQmpqKp599llcunQJa9euxcqVKz16TziUh/WNN97Av/71Lzbil6sZOHAgpk6dioULF+LIkSM4cuQIFi5ciFtvvZUXcGnAgAHYtm0bAObiWLp0KdLT05GXl4f9+/dj5syZCA0Nxe233+6WfndMrF+MGT0eEN2n9yeLAQSCIAZXKW9O2o9pxpxrs6TpeGNPtnv7RCDcskp0l4wbKV4kBY4Z/VKAm59nhFUCwUmYBtrh+mKaUlJSYuabaq+ShRtFtT0E+bEHLy8vu8xUhXLdOouysjI0NDS4rP2OwvHjx5GUlISkpCQAQFpaGpKSkrByJZMmcvv27UhKSsKMGTMAAPPmzUNSUhI+/JDJr+7l5YW//voL06dPR9++fTF37lz4+vri8OHDrFm3UqnEN998g4kTJyI+Ph4rV67EwoUL8dVXX7H9kEql2LFjB7y8vDB27FjMnTsXs2fPxoYNG9g6KpUKe/bsQWFhIUaMGIFFixYhLS2N5y7pCRx6o4wYMQLNzc3o3bs3fHx8zFZmuH4GzmLr1q1YvHgxkpOTAQCzZs0yS8CblZWFmhpmNVcqleLMmTP44osvUF1djcjISEyaNAnffPONU7TDnRXaBoGVloivxPkp25eZEYHQ7lD4AvGzgaYqQNXDbHcYqgEAd0j/wq+6UebH3/u9a/tH6FoExYru4qW16TFStB6B4GoMcztbKCoqMtMulpeX89LPNDdbTrNkqqElOEZ+fj5vu1+/fsjOZhZmq6urbTKx7gxMnDjRYoCv1NRUpKamiu6PioqyGvRu2LBhOHLkiNW+xMTE4Ndff7VYZ/DgwThw4IDVttyJQwLrPffcg6KiIqxdu9ZtZhPBwcH48ssvLdbhXgze3t747bffXN2tLglFHuQEgt1Q4Lys5n4uWCcaZTjkZTS9/IdMwF88boqzu0boyojkYp0n/QMn9P1wg6RV6+/rnuAsBIIzEBJIL168iMDAQKhUKpdqFdsr0dHRvEi9nsDb25v9fPnyZdZvkkCwhkMC6+HDh5Geno4hQ4Y4uz8ED2OLhpWyZBrm5Z4Q6QRCR0Mus77Qc5v0MG87jLKexJ5AaBMiz/NX5Z9isfpxY0EH8+cjEExpaGhAQ0MDioqKMHDgQE93x+0Ygoh6EqmU/7ypqKhg062IQdM0rly50iUXGQhGHFKVDRgwAE1NTc7uC6E9YMOkpGeoBZPq2R86sTMEQuehb5h4ZF8DSkrthp4QCByaxU0ta8G5ZonASnAh1vxEuT6lroCr+VPYEdG6IyFmDWktF60r+2CLxvf69euorq5GZWUldDqd1fqEzolDAuurr76Kp59+Gvv370dFRQVqa2t5f4SOC1fDesb7BsE6of7eguXMzr7i+wiELoxSRMOq62GMdJ6rtxK0LHmNM7tEIABy8ee5HEwkz9P6Xu7qDYEgiDUtnL1wlS49e/ZEfHw8+vXrh+DgYMTHxwueOywszKl9cDdiOVddIbCq1WqcOXOG3e7Tpw8GDx4MgP9bWhNAr127xhNq1WqyqNtVccgkeOrUqQCAyZMn88ppmgZFUWQFpENjFFhpsfUMKQmsRCA4C2mB0QxYSVmJRunbsSdMhHZI9AjRXQYTdb0NriIEQluIiopiU3oIoVAoEBQUhKqqKrvajYuLw6VLl8zK8/Ly2M+GAEv+/v6CQTl79uyJkJAQ+Pn52XXu9oaYYFpXV8fTMDuCXq9HUVERfH19ERwczBNWASAgIIAdZ26EZ1MzX7VaDblcjubmZiiVShQXF/P2d7SIzQTn4ZDAum/fPmf3g9BO4D7OaDETMAlJV0Ag2I0Nq9jr5Z9YriDrnKZqBA9i4Zq6VcpEnBwqueKu3hC6KJGRkaBp2kxA4dK7d29UVVXhyhX+9ahQKEQ1b7b4PQYFBVncT1FUp8guIZS7FoBTXPzKy8tRWloKAIILD9yoyy0tLbx9ptpYuVwuKpgSP9aui0OSx4QJE5zdD0I7oVnLfRiIaFiHzAMObwKq3ZOHl0DoHDjD7IpouggEQufENBWNEELCZb9+/XD27FnB+jKZ9WmuOzJdtAdUKpXggoA1gd0WuAsGpgKpaU5YpVLJq1NYWMjbb0mLato2oevgkMBqLTfP+PHjHeoMwfM0a2igNYibqIZV6Q88eQonPn0Cw4sspxoiEAhWiBgMlJyxXg8ApETDSiAQOieOCo5KpVJ0X0c343UmYuPrDIH9+vXrovt69+7N2w4ICEBZWRm7bY+ZN3E57Lo4JLBOnDjRrIx7wZMLquMSShkjRtKUhZhcFAWttG0+DwRCl0IsuI0qxnaBNS7Zef0hEAiEdkRX0XS2NyoqKlBZWYnIyEiXREg2TWXTvXt3NDY2oqGhweY2+vTpg6ysLGIS3IVxKEpwVVUV76+0tBS7du3CDTfcgN27dzu7jwQ30l/CNc2wfHko9CS1EYFglZlvA2EDgZS1wvsDbEzX8MxlQEr8xwkEQtfC1KSUS48ePXjbcjkJCmkvFRUVKC8vR05OjtPbDg8PNyuTSCSiEYvFMJh2E4VY18Wh2Y9KpTIrmzJlCpRKJZYsWYITJ060uWMEz2NRwwpAI/VxU08IhA7M8FTmT4ybnwOOWQ62VEv5I8A31KndIhBYBs4CLmz3dC8IXRxT016VSoWgoCCLKW3Kysp4wo+9KVq6klbX2ne1NfiSQctpCKRUV1cnWrd79+429yUgIAAhISFoampCSUkJWz506FDQNI2YmBhcvnzZpj4SOh8OaVjFCAsLQ1ZWljObJHgSKw83nkA7ZD7w8H7X9odA6Ix4CwS8GPNPHEQSu6l37qOaQOCjI6kiCJ7H29sbMTEx7Hbfvn2t5l9tbm4GYPRVDQwMRGJiIgIDA9GvXz+r53RFDtL2ipeXl5l5rr3odDpkZGQgIyODLcvNzbW7HSHfYn9/fwQHByM6OppXLpVKIZPJEBoaCl9fX/s7TegUOKRhPX36NG/bEIr81VdfxZAhQ5zSMYLnEc3DysIRaG//wKV9IRC6FLesRui5mUCrS7mOatskg0CwSJXlCSct8yLxqQluISwsDMHBwRa1gf7+/qxWLzAwEACTK7W8vBzh4eGQy+Xo06ePO7rboaAoCkOGDEFVVZVDQiYAXk5bnU4HqVQqGtXXkim3kOl2RESEQ30idA0cEliHDh0KiqLMVqZGjRqFf//7307pGKEdYMUkOL+qCSPd1BUCocsw9D5AIoEORiFVDyKwElzImH8CPz8uvl/Z8XNQEjoO1rSA0dHRuHjxIgCwgqmXl5eo+akBb29vhIWFIT8/3zkd7YBQFNUmM2huoKSsrCzEx8cL1vP19TWLDmxKREQEz/RXCEsRoAldC4cEVtOVGYlEgrCwMJtyaBE6DqJpbVqJDvJlNUAEAsFJzNgAACis0WBQa5GeaFgJriRisMXdVEOZxf0Egjvx9fVFaGioTTlWubS0tJgJrPYG/+kMaLVa0X00TUOtVtskKFryeR0wYIDV46OioqDT6VBTUyMq+HYlH2OCZRwSWHv27OnsfhDaJZY1rBIJmUQTCE5hlfnKT4NOwuZEDtdZXoUmENoEWRAhdDAcmYcKpUQxjTLcFbCkYc7MzIRer0fv3r0RFCQQX0EAuVwuahZsCYqieD7LXCIjI1FcXNwlfx+CMHZF8vjjjz8QHx+P2tpas301NTUYNGgQ/vrrL6d1juBZKhrFV+EAQK5vdlNPCISuh5Y2ChGX9ZEe7Amh02Pq/pF0n2f6QSC4EWsmq50VS4KoQai/cuWKTW1pNBrWj9iZREVFISkpyaIfLKFrYZfA+tZbb2HhwoWCF5BKpcIjjzyCjRs3Oq1zBM9S1Wh5xSy84YKbekIgdD3iJEXsZ7VjxjAEgm2Ymt1Nedkz/SAQXIAh/YrB/DcpKQkJCQk2axA7G7YGN1Kr1VbrXLt2DWVlrnEZMPxuBAJgp8B66tQpTJ06VXR/cnIyycHaiYigqizuD0+42U09IRC6Hn2oa+xnktaG4FJ8w/jbPsGe6QeB4AISExPRp08fNiiTRCLp0sF8fHx8EBsbK2qOa+DMmTNoaWmxWKe8vJz9bEhBFBpKcoYTnI9ds6Dr168LhqI2IJPJXLbSQnA/E6WnLO6Xy4jfE4HgKn7RjWY/60iUYIIr8TWfYBZHkAVJQudAKpUiMDCQBPDhEBISgrCwMKv1DC6AhqwglrSe3t7eSEpKInFuCC7BLjuz6OhonDlzBn379hXcf/r0aURGEl+rLgMJ1EEguAyuGTDRsBLcTUBttqe7QCAQ2gE0TePkyZNW60kkEmLGS3AZdl1Z06dPx8qVK9HcbB5sp6mpCS+++CJuvfVWp3WO0M4JJNHbCARXMU36N/tZSwRWgpvxbSz0dBcIBIKHyc/Pt5i+hgvRYItz4MABzJw5E1FRUaAoCj/99BNv/48//oiUlBSEhoaCoihkZmaatfHII4+gT58+bD7h2267jc1HbKCqqgoLFiyASqWCSqXCggULUF1dzauTn5+PmTNnsumhFi9ebOavfObMGUyYMAHe3t6Ijo7G6tWrWS27p7BrFvT888+jsrIS/fr1w2uvvYaff/4Z27dvx/r169G/f39UVlbiueeec1VfCe2NgbOA8cuAe77xdE8IhE4H14dcCvN0DAQCgUAgtAVb8qXaKohWVla2tTudloaGBgwZMgTvvvuu6P6xY8fi1VdfFW1j+PDh2Lx5My5cuIDffvsNNE0jOTkZOp2OrTN//nxkZmZi165d2LVrFzIzM7FgwQJ2v06nw4wZM9DQ0ICDBw/i66+/xg8//ICnn36arVNbW4spU6YgKioKx44dw6ZNm7BhwwaPB9W1yyQ4PDwchw8fxmOPPYYVK1aw0jZFUUhJScH777+P8PBwl3SU0A6hKOBmskBBILiaJEmOp7tAIBAIhE6Gr68vAgICBNNVGuAKRJbwtAauPTNt2jRMmzZNdL9BqMzLyxOt8/DDD7OfY2Nj8corr2DIkCHIy8tDnz59cOHCBezatQtHjhzByJEjAQCffPIJRo8ejaysLPTv3x+7d+/G+fPnUVBQgKioKADAG2+8gdTUVKxZswYBAQHYunUrmpubsWXLFiiVSiQkJCA7OxsbN25EWlqaxzTpdtuZ9ezZEzt37kR5eTmOHj2KI0eOoLy8HDt37kRsbKwLukggEAgEAsGlpO4A/KOAp7PM98182/39IRAIbiEuLs5iqpucHNsWTLtidOC6ujrU1tayf9aiKjuLhoYGbN68Gb169UKPHox7Xnp6OlQqFSusAsCoUaOgUqlw+PBhtk5CQgIrrAJASkoKWlpa2Cwv6enpmDBhAi+SdkpKCq5du2ZRoHY1DjtGBQUF4YYbbsCNN97YZXNZEQgEAoHQKYi9CXj6AuDPTFwLus807hs8x0OdIhAI7oArwJhiq4bV39/fWd3pMMTHx7P+oiqVCuvWrXPp+d5//334+fnBz88Pu3btwp49e6BQKAAAJSUlbK5hLt26dUNJSQlbx9QSNigoCAqFwmIdw7ahjicgkTwIoqiVJBcfgdAeoKUKT3eB0MVQKzkL0RSZKhAInRmKojB8+HCoVCqH2+iKEYLPnz+Pmpoa9m/FihUuPd+9996LjIwM/Pnnn4iLi8PcuXN5gXCFzHVpmuaVO1KH6wLqKbre1UWwmewRqzzdBQKBAIDEXiS4G72Em3OdXIEEQlfAYF7qCFJp10t16O/vj4CAAPaPa0brClQqFeLi4jB+/Hh8//33uHjxIrZt2wYAiIiIwPXr182OKSsrYzWkERERZlrSqqoqaDQai3VKS0sBwKNxiojAShClVufaG49AINiITm29DoHgRCQyotUnELoatgpccrncrIyktXE/NE2zfrOjR49GTU0N/v7bmBLv6NGjqKmpwZgxY9g6Z8+eRXFxMVtn9+7dUCqVGD58OFvnwIEDvFQ3u3fvRlRUlEdjFRGBlSDKpdJ6T3eBQCAQCB6gV0xP44ak62lOCASCMCEhIRaDNBHMqa+vR2ZmJptfNTc3F5mZmcjPzwfApATKzMzE+fPnAQBZWVnIzMxkNZ1XrlzBunXrcOLECeTn5yM9PR1z586Ft7c3pk+fDgAYOHAgpk6dioULF+LIkSM4cuQIFi5ciFtvvRX9+/cHACQnJyM+Ph4LFixARkYG9u7di6VLl2LhwoUICAgAwKTGUSqVSE1NxdmzZ7Ft2zasXbvWoxGCASKwEiwg0zdbr0QgEAiETofEL8y4ITXXphAIhM6NmHBiGmi1Z8+e6N27tzu61GE5fvw4kpKSkJSUBABIS0tDUlISVq5cCQDYvn07kpKSMGPGDADAvHnzkJSUhA8//BAA4OXlhb/++gvTp09H3759MXfuXPj6+uLw4cO8QEtbt27F4MGDkZycjOTkZCQmJuI///kPu18qlWLHjh3w8vLC2LFjMXfuXMyePRsbNmxg66hUKuzZsweFhYUYMWIEFi1ahLS0NKSlpbl8nCxhVx5WQteid90JT3eBQCAQCAQCgeBmAgICUFNTY1au1Wp5210xnY29TJw40WKe2tTUVKSmporuj4qKws6dO62eJzg4GF9++aXFOjExMfj1118t1hk8eDAOHDhg9XzuhGhYCaL4kUV1AqF9EBDt6R4QCAQCgYD6euIuRnA/RGAliKIgbksEgufg5r58/G/xegQCgUAguImQkJAuGRGY4FmISTBBlCYFMfMgEDyGHyd8vNLPc/0gEAgEAoFDcHAwamtr4edH3k0E90AEVoIo/XrHeroLBELXZcIyoPoqX9NKIBAIBIIbEPO51Gg0oCgKvXr1cnOPCF0ZIrASRPGRE4txAsFjeKmAuy0HTyAQCAQCwRX4+/ujtrZWsJxAcDdEIiGI03+6p3tAIBAIBAKBQHATCQkJ6NmzJ8LDw8329e3bFzIZ0XUR3A+56gjiBPW0XodAIBAIBAKB0ClQKpVQKpVm5VKpFCqVygM9IhA6kIZ1zZo1GDNmDHx8fBAYGGjTMTRNY9WqVYiKioK3tzcmTpyIc+fOubajHRx9x7kkCAQCgUAgEAhuQKfTeboLhC5Mh5FO1Go15syZg8cee8zmY1577TVs3LgR7777Lo4dO4aIiAhMmTIFdXV1Luxpx6bRnzjREwgEAoFAIBAIhPZBhxFYX3rpJSxZsgSDBw+2qT5N03jrrbfw3HPP4Y477kBCQgI+//xzNDY24r///a+Le9txKY262dNdIBAIBAKBQCAQCAQAndiHNTc3FyUlJUhOTmbLlEolJkyYgMOHD+ORRx4RPK6lpQUtLS3stkEbq9VqodFoXNtpKxjO78p+lAcmorfJ+boK7hjfrgwZX9dCxtf1dKUxpnRadoLgru/blcbXE5DxdS2dcXy1Wi37maIoj3639jS+3HEhuIdOK7CWlJQAgFmUs/DwcFy9elX0uHXr1uGll14yK9+7dy9CQ0Od20kH2bNnj8vapq/lsJ937tzpsvO0Z1w5vgQyvq6GjK/r6QpjHFxfgHGtn939LugK4+tJyPi6ls40vjk5xjmhr68viouLPdgbhvYwvuXl5Z7uQpfDowLrqlWrBIVDLseOHcOIESMcPgdFUbxtmqbNyrisWLECaWlp7HZRURHi4+MxefJkREdHO9wPZ6DRaLBnzx5MmTIFcrncNSe5oAV+ZD5On9610tq4ZXy7MGR8XQsZX9fTtcZ4OnTHfEGH9MX03pPccsauNb7uh4yva+mM43vy5En2c2BgIHr37m2htmtpT+NbVFTk0fN3RTwqsD7xxBOYN2+exTqxsbEOtR0REQGA0bRGRkay5aWlpYK5pQyYhvM2JE2WyWQev0EMyOVy1/XF2xiyvL18X3fj0vElkPF1MWR8XU+XGeMxizxy2i4zvh6CjK9r6Uzjy8256uvr2y6+V3sYX5KL1v14dMRDQ0NdZmbbq1cvREREYM+ePUhKSgLARBr+888/sX79epecs1PQ52Zg8FwgMtHTPSEQCAQCgUAgeIj4+Hjk5eVBJpPxlD8EgrvpMEsE+fn5qKysRH5+PnQ6HTIzMwEAffv2hZ+fHwBgwIABWLduHW6//XZQFIWnnnoKa9euRVxcHOLi4rB27Vr4+Phg/vz5Hvwm7RyJBLjzE0/3gkAgEAgEAoHgQby9vTFw4EBPd4NA6DgC68qVK/H555+z2wat6b59+zBx4kQAQFZWFmpqatg6y5YtQ1NTExYtWoSqqiqMHDkSu3fvhr+/v1v7TiAQCAQCgUAgEAgE++kwAuuWLVuwZcsWi3VomuZtUxSFVatWYdWqVa7rGIFAIBAIBAKBQCAQXILE0x0gEAgEAoFAIBAIBAJBCCKwEggEAoFAIBAIBAKhXUIEVgKBQCAQCAQCgUBwAQcOHMDMmTMRFRUFiqLw008/8fb/+OOPSElJQWhoKCiKYgPLGqisrMQ///lP9O/fHz4+PoiJicHixYt5cXsAJhUoRVG8v+XLl/Pq5OfnY+bMmfD19UVoaCgWL14MtVrNq3PmzBlMmDAB3t7eiI6OxurVq83cLt1Nh/FhJRAIBAKBQCAQCISORENDA4YMGYIHH3wQd955p+D+sWPHYs6cOVi4cKHZ/mvXruHatWvYsGED4uPjcfXqVTz66KO4du0avv/+e17d1atX89owZFIBAJ1OhxkzZiAsLAwHDx5ERUUFHnjgAdA0jU2bNgEAamtrMWXKFEyaNAnHjh1DdnY2UlNT4evri6efftpZQ2I3RGAlEAgEAoFAIBAIBBcwbdo0TJs2TXT/ggULAAB5eXmC+xMSEvDDDz+w23369MGaNWtw3333QavVQiYzinP+/v6IiIgQbGf37t04f/48CgoKEBUVBQB44403kJqaijVr1iAgIABbt25Fc3MztmzZAqVSiYSEBGRnZ2Pjxo1IS0sDRVH2fn2n0KEF1gMHDuD111/HiRMnUFxcjG3btmH27Nnsfpqm8dJLL+Hjjz9m09q89957GDRokM3nMKjJT548ieLiYmd/BbvQarXIzs5Gt27deBcnwTmQ8XUtZHxdCxlf10PG2LWQ8XUtZHxdCxlf19KextcgD1RUVCAgIIAtVyqVUCqVbulDTU0NAgICzMZi/fr1ePnll9GjRw/MmTMHzzzzDBQKBQAgPT0dCQkJrLAKACkpKWhpacGJEycwadIkpKenY8KECbzvkZKSghUrViAvLw+9evVyy/czpUPfUdZU7K+99ho2btyILVu2oF+/fnjllVcwZcoUZGVl2ZyL9cCBAwCA2267zal9JxAIBAKBQCAQCB2ToUOH8rZffPFFt6TSrKiowMsvv4xHHnmEV/7kk09i2LBhCAoKwt9//40VK1YgNzcXn376KQCgpKQE4eHhvGOCgoKgUChQUlLC1omNjeXVMRxTUlJCBFZHsKRip2kab731Fp577jnccccdAIDPP/8c4eHh+O9//2v2IxtoaWlBS0sLu52UlASAUaOLqdjdhVarxaFDhzB27FiPry51Rsj4uhYyvq6FjK/rIWPsWsj4uhYyvq6FjK9raU/jW1JSguTkZGRmZvIEOHdoV2trazFjxgzEx8fjxRdf5O1bsmQJ+zkxMRFBQUG46667sH79eoSEhACAoEkvTdO8ctM6hoBLnjIHBjq4wGqJ3Nxc9oIyoFQqMWHCBBw+fFhUYF23bh1eeukls/L8/Hw0Nja6rL+20qNHD+Tn53u6G50WMr6uhYyvayHj63rIGLsWMr6uhYyvayHj61ray/iWl5cDAEJCQngmwa6mrq4OU6dOhZ+fH7Zt2wa5XG6x/qhRowAAOTk5CAkJQUREBI4ePcqrU1VVBY1Gw2pRIyIiWG2rgdLSUgAw0866k04rsBoG23Rww8PDcfXqVdHjVqxYgbS0NHa7qKgI8fHxmDx5MqKjo13TWRvRaDTYs2cPpkyZYvUiJdgPGV/XQsbXtZDxdT1kjF0LGV/XQsbXtZDxdS3taXyLiorcfs7a2lqkpKRAqVRi+/bt8PLysnpMRkYGACAyMhIAMHr0aKxZswbFxcVs2e7du6FUKjF8+HC2zrPPPgu1Ws36vu7evRtRUVFmpsLupNMKrAaE1NqWVNqmDtO1tbUAAJlM5vEbxIBcLm83femMkPF1LWR8XQsZX9dDxti1kPF1LWR8XQsZX9fSHsbXXpPk+vp65OTksNu5ubnIzMxEcHAwYmJiUFlZifz8fFy7dg0AkJWVBYDRdkZERKCurg7JyclobGzEl19+idraWlY+CQsLg1QqRXp6Oo4cOYJJkyZBpVLh2LFjWLJkCWbNmoWYmBgAQHJyMuLj47FgwQK8/vrrqKysxNKlS7Fw4UJWUzx//ny89NJLSE1NxbPPPotLly5h7dq1WLlyJTEJdgUGf9OSkhJ2FQFg1NqeVGkTCAQCgUAgEAiErsHx48cxadIkdttgyfnAAw9gy5Yt2L59Ox588EF2/7x58wAYgzidOHGCNeXt27cvr+3c3FzExsZCqVTim2++wUsvvYSWlhb07NkTCxcuxLJly9i6UqkUO3bswKJFizB27Fh4e3tj/vz52LBhA1tHpVJhz549ePzxxzFixAgEBQUhLS2NZ33qCTqtwNqrVy9ERERgz549bOAktVqNP//8E+vXr/dw7wgEAoFAIBAIBEJnZ+LEiWzgIiFSU1ORmprq8PEAMGzYMBw5csRqX2JiYvDrr79arDN48GA2S0p7QeLpDrSF+vp6ZGZmIjMzE4BRxZ6fnw+KovDUU09h7dq12LZtG86ePYvU1FT4+Phg/vz5nu04gUAgEAgEAoFA6PQcOHAAM2fORFRUFCiKwk8//cTb/+OPPyIlJQWhoaGgKIqVa0xJT0/HzTffDF9fXwQGBmLixIloampi91dVVWHBggVQqVRQqVRYsGABqqureW3k5+dj5syZ8PX1RWhoKBYvXgy1Ws2rc+bMGUyYMAHe3t6Ijo7G6tWrrQrMrqZDa1itqdiXLVuGpqYmLFq0CFVVVRg5ciR2795tcw5WAoFAIBAIBAKBQHCUhoYGDBkyBA8++CDuvPNOwf1jx47FnDlzsHDhQsE20tPTMXXqVKxYsQKbNm2CQqHAqVOnIJEYdY/z589HYWEhdu3aBQB4+OGHsWDBAvzyyy8AAJ1OhxkzZiAsLAwHDx5ERUUFHnjgAdA0jU2bNgFgYvdMmTIFkyZNwrFjx5CdnY3U1FT4+vri6aefdvbQ2EyHFlitqcgpisKqVavcksSX0PXQarXQ6XRuybtFIBAIBAKB0BYKKhtxtcL5KRopChjaIxC+yg4tVriMadOmYdq0aaL7FyxYAADIy8sTrbNkyRIsXrwYy5cvZ8vi4uLYzxcuXMCuXbtw5MgRjBw5EgDwySefYPTo0cjKykL//v2xe/dunD9/HgUFBYiKigIAvPHGG0hNTcWaNWsQEBCArVu3orm5GVu2bIFSqURCQgKys7OxceNGpKWleSzwErmyCAQHOXXqFAAgKioK9fX1CAsLQ2BgoGc7RSAQCASCnWh0eryz9xK2ZRShvkWLSf27sfsSu6vw4NheVtugaRrv7ctB9vV6p/dPp6dRWN0EjVbv9LYt4a2QQkIBDS060Tp+XjKsmZ2A2GDraUY8SXl9C25+Yz80OteYdo7tG4Kt/xjlkrbbK3V1dWy0XsA804izKC0txdGjR3HvvfdizJgxuHz5MgYMGIA1a9bgpptuAsBoYFUqFSusAkweVpVKhcOHD6N///5IT09HQkICK6wCQEpKClpaWnDixAlMmjQJ6enpmDBhAu97pKSkYMWKFcjLy0OvXtafBa6ACKwdDD0N1DZpINNarhfgJWNXQdRaPZo0OgR4yZBTWg+1zvoDnwKFfuF+kEmF3ZwrG9QormnilSllUvQO9UV2aR00Wtc8EBUyCfqF+3k0tLYphjDktbW1SExMdCjcekFlI7JK6pzdNaskxQQixK/9a4gP55Tj0OVyT3ejXaCUSTFnRHdEqrx55dWNGmy/KsGVfZfxxOR+kIvcu52JnzOL8P6+y9Dqjc80Py851t0+GPFR7kvm3l6pb9Fi88Fc9Onmh8TuKsgkEhy/WgkA8FFI0aTW88ZOjBGxwYgO9LZaz9Xo9TSW/3gaF214Vgb5KPDqnYPN7hOCMH/nVmLTH8a0G9syinifb02MQpi/5XfF5bIGbNid7bI+tmd+OXUN/5zU29PdsEhxdTM0OhoyCYW+3fyc1m6TRoerFa7R3LZ34uPjeduGqL7O5sqVKwCAVatWYcOGDRg6dCi++OILTJ48GWfPnkVcXBxKSkrQrVs3s2O7deuGkpISAEzmFNNMKUFBQVAoFLw6pvlWDceUlJQQgZVgnWaNDq9kSFFxZJ/VuhP7h2HLgzeCpmnM3HQQueUNmDQgDL+du27z+W4Z2A2fPnCDWXlZXQtuWv8HWty80mngiUl9sTSlv13HVFdXw9vbG0qlEo2NjaiqqkJERASkUqlDfaivF15BPnv2LBuV2laaNTpMf/sv1LVYWYVwAQMjA/C/J8e5/bz28siXJ1DX7P7xaa8U1zRj3R2DeWW/nC7G3msS7L12GSN6hWBcXJiHeuc+vjxyFVnXzYWXnWeKO73A2tjYaDUfYcKLv7GfA33kCPCSI7/S/kllr1Bf7Fs60ZFuOpW8igZ8e7zQ5vp7L5TivlE9XdijzoPp83X+yBj0DvXFq/+7CK2eRrNGXMNooKH1HabyluPJyXFWatvOdycKcaGY0WIlxQTiqVv6Oa1tS+w4fY13vW158AazxfKvjuZj17kStNigCPA0BmVFVKA3dj013mntni2qwa2bDkLTAcbA2Zw/fx7R0dHstqtcxPStC4uPPPIIm/4mKSkJe/fuxb///W+sW7cOAASVOTRN88odqWNwvyR5WAk2UVjVhIoW2y6WwzkVAACNjmYndAZh1d9LBh+FuKCm0dGobFDjUqmwUJZf2YgWrR4SCuyKa2OLjidwqbzl8LVwDkdoUOtQ06RBtsAE1RIFBQUoLS0FAAwdOhQXLlwAAEgkEkRGRqKqqgpeXl7QaDSsX6o1LWl5ubC2T6/Xo7y8HKGhoTb3r6ZJw47d0B6BNh/XFpo1OlwsqcO16ibrlT2MTk+zk6l7boyBUtb5NYdiXCiuxdHcStQ2a8z2Nap1gp87M1o98xJdmtwPI2KDsfVoPn45dc0mK5KOTElJCYqKGA3Y8OHDbTqmulGD6kbmulFIJewYDYjwR4ifQvCYZo0eJ65W4XptsxN63XYMv7e/UoZ37hFfGHx/fw6O5VVBp/dsVMuOhKmwMT0hEjfFhWLD7ix23G1tI9hXgYducp4W5mR+FSuwhvopMaGfexbjsjmafLmUwsT+5tqrI1da51ousipzJtrW30cuda7QoWh9J7vK1Lg94+/vj4AA1y+ORkZGAjDX6A4cOBD5+fkAgIiICFy/bq6UKisrYzWkERERbD5XA1VVVdBoNLw6Bm2rAcMc2lQ7606IwNqBMDwKVN4yHH9+imCdkppmjHttH+jW2jTMHyAv3BqPuSN6iJ7nZH4V7nj/MPQiAa0M5T1DjKvunx/Ow4vbz7F1lk8bgHtujLH2lezi2+MFWPb9aZtfngYMNxoAXnjvmpoaFBcXsytHWq0WeXl5OH36NG688UaLbVZUVIjuu3r1ql0Cq7pVU+0tl+Knx8fafFxbuFxWj8lv/OnxMOW2wJ1IPT9jYJcO6vBFeh6O5lZa/d06wM/qFAzfs39EAEb1DsHBS8xCktpD1h/uwiCsAkBTUxO8ve0zew1XKVFQySxWLZ82QHAiDjCuCuNe29duridDP5RyCSYNEO4zAHx/srC1fjvpeAfAVGA1KFIoMB9sGUrDIohM4lyBSMppz536Ha5gJ+ZiYShvD9rFygY1LpeZKxq6B3kjUuXNWsU5213E0F5lg9pKTYKjxMbGIioqCllZWbzy7OxsNpjT6NGjUVNTg7///pudwx49ehQ1NTUYM2YMW2fNmjUoLi5mheDdu3dDqVSyi5+jR4/Gs88+C7VaDYVCwdaJiooyMxV2J1135tcRaX1hSChK9IFjWOkyyHRCLxlrD3wJZfkFZVi15r6TTN9PrnipKJzwYuAKrA0NDYJ1aJqGTqcTNRcW0646isZFq56WMJypI0znuNqyruCXaQnDvSnkdsifnHeEX7btGL6z4fnTniaP7uL8+fM2a1kNKDj3kcKGe0po4dMT6G00S2vPz7ddZ4txvljcSqi6UY0AL8sWPiF+CswfGYNTBTX44USh6OKyKXpaj8ICCQ5sOwsJxf/d8yqE34eGoaZB42R+FbYeyYeu9QGUWVANiqIwpLsKAFBa1wLA+c9pnsDqRolVzrHmEZ1ztb63T+ZXuaVPYrRodZj8xn5UNZpb38gkFA4tvxlbDucBML5HnIWCM07nrtVgUJTKqe13Burr65GTY/QRz83NRWZmJoKDgxETE4PKykrk5+ezMVEMgmlERAQiIiJAURSeeeYZvPjiixgyZAiGDh2Kzz//HBcvXsT3338PgNG2Tp06FQsXLsRHH30EgElrc+utt6J/f8aNLjk5GfHx8ViwYAFef/11VFZWYunSpVi4cCGrKZ4/fz5eeuklpKam4tlnn8WlS5ewdu1arFy5kpgEE2zDlkkD+6K28AKz9rAyvBvEmtC3Cqz8l4jrL2LDC6O2Db6MpgmUxVCr1aJai6tXr5qVxcfH4/z58+y2Xq/n5cYypaFFi/1ZZWjR6lBcw5jbuVMYo4yzEFFKa5vxzbECNNnguwQAw3sGYVhMEDYfyhX8jfR6PfLyJDix46LFsTGlRWs8vzuF+vYIK7AK3Jw8cbU9ztRdgOFrGi5nWev1sfVoPl64NR5ecue6JXQWFDLjuMgtmNhLWp/xzRq9mY+TJzBc19Z6QVlZdPUUpbXNePTLk05pq5u/Fz7+6wpOFVTbeaQER8uuWa1FmfynaeDNPdn465L5gm1uOV/YFTMxdxSph667HkE+7OfuQcLzgcoGRkD0dPDCumYtK6z2CvVlywsqG6HV0yisaoJ36/PQS+7cuUaUyhgdObe8gQisAhw/fhyTJk1it9PS0gAADzzwALZs2YLt27ezvqkAMG/ePAD8IE5PPfUUmpubsWTJElRWVmLIkCHYs2cP+vTpwx63detWLF68GMnJyQCAWbNm4d1332X3S6VS7NixA4sWLcLYsWPh7e2N+fPnY8OGDWwdlUqFPXv24PHHH8eIESMQFBSEtLQ0ts+eggisHQj2ZW3h2U2xE1rxOtZkBUuTYgDQsVoNY0ekJipWV7xfDKe4WFxruSIHR03CysrKEBNjbtKs1QoLy6YCWEZGBoYNGwatVivoD7txTzY+O5jLK3Pn5FpMA9HU1AQvLy9QFIWPDlwx66MlFFIJFk3qg3c4kSbNkeBASb693QXA+EV7esLsaQz3gKDAyilqZ/N0l2F8JjIDE8eJfHm+uBbDYoI80S23Ys/ijwFufAFvC88d7vPz79xKjOwdYve5nIle4N0jRHvVsBp8zxUyCebdwHfLqahXY8eZYgBAqJ8CtyZGmR0PAL9fuI7CqibUNWvQ3OqrPu+GHugZ4itYn4tOp0NW1kX07z9A0ILoWnUT/nOkdUHWYBJsEP4BNvDSXcO7Qyah8PWxAgDAPTf2QJ8w5t6TSihMiXeunxvfJNh974BxcaH4+fGxqGhoEX2WDIz0B2BuZeZuuPNDboC0SRv2I7e8ATRNs0qP24ZGC7TgOBRFYVxcKP66VN6lrFvsYeLEiRbno6mpqUhNTbXazvLly3l5WE0JDg7Gl19+abGNmJgY/PrrrxbrDB48GAcOHLDaH3dCBNYOBKtNsPDA5j40tVotSkpKQet1oCRSTh3bnqxiAqvBh1TG0XaZmwS77undO8z2cOx6G1I2JCYmorCwkOfr6u3tDbVaDZlMxpsQGkKLA4CPjw8aG40RN0NDQ3nmwleuXEF1dTUGDhwIHx/jSi0ANiVQ325+iAr0BgXgjmHOfYlYglWwcn7jsrIy1nl/+PDhqGliJlfDewYhsbv4iilNA1sO50Gt06OinvFhSeyuwniTKLU6vQ6Xcy6jT98+kErsF87H9rXdL7izIrFhQQpof5olV8GaiLZuJw+KYPd1JP9FnU6HpqYm+PnZ9mzz8vJCczNjmaHX61FTU4OAgACzBZ3uQd4orDIPrLZwfG+EZRQhOtAb8ZHiAUO0nCAqVysaPS6wGrD2ChN6vrUHDHN5f6UMq29L4O27UFzLCqw9Q3yxatYgwTYKq5pQWNUEGkarq1lDojDGhuejRqPBzvoLmD6+l+BCal55g1FgbYVrtWV47kyJD4ePQsoKrLcmRrn0+SzxkEkwRVEYYiUQokGYbq/xvQzjxQ1A5ooxZN0xOkDwKULHhAisHQh7NKwAkJGRCbVOB3VpLpQRfQXrCGFtUsyaBFsKk+2CB6LKW847vy1oNOb+HKbI5XLExMSgpqaGLWtsbGSFt4SEBDZUeV2d0feoR48erJ+BVCpFjx49eAKrwfw4Pz8fAwYM4PerdSL4fzf1cnpwKltgA2lwygzf14BhnJPjw/HIhD4QQ6+nWd8YQ07HET2DzVIPaTQa7FRfwvRb4hzKVUswTtysmgS3O92SazAMA3cRrneoL66UN7TbCaQQ2dnZaGxsRM+ePW0K2GYQVg3k5OQgJCTELCBGdKCwwJrYXYUUjnAvBvc607UD4c9eDWt7g43/IKCO47qEWHJ94FpZsD+Jk74wd1jZRWeO94gxfgUFGWch19lBlkzhzzVceiq7Mcb88Oz9YXjmmw4Pdz7nyi4aroHOHqGd4Dm6dgSTDobYA4kL+zJraeS/0DhYDbrUelVYDbrEeUmZ+pi44p1iOJ8tie4NGBzYrSGVSjFo0CD4+zPmPVzB8+zZs4IvI5lMhv79+yMuLs5ME8uloaEBZWVlOHPmDKqqmMAMxkBLnrkFKc6kBxAW7A0TVFNzb7G2AKMg3sVjI7kM42TVfB/3Gm0HsoVbMAbhMZYJaRTaMzU1NaylxtWrV9Hc3IySkhKcOHECarV51E0xq5GKigozQVYMR6xsbA3s40ps7UJ79WE1jKGQT6ZCaj3AD8DVHttmdWUP3HYovryK5T+cRmarv6yEAhQyY11LftDOwFMmwbZg+i71GCKnN8Yk4WhYXXB6wzV7prDGSk0CwTHItLIDYeqvJQQFCnp1EzRVjKBmeETROqNAYj3okuUVQ6GXrqms5gpfQ0dMb4QmfAAQFCTsjyL2nbnaVwNeXl7w8/Pj5eASazc/Px9qtRpFRUUoqGzE/qwyAJ4LIsSd9ADA6dOnzepwV9Mtt0Wx7RnyvAlpEAhtx9K92fViBBvhTmKt+eC3B7i+8NzIkQBw7tw5Nm3NmTNnzI7lui6Ykp2dbdP5bb07uc/ahhbHg905C1bDamXmYvh+7e0a0FtYBPT3Mhq8GayJhDCmmaHZ54CzXrdC7Rje5cfyjFFwJRSFUE6QoVBf1wYcKqtvcWn7bcFS5HZPYDr3MvRPJ6LAcBaGXM2h/s4NuEUgGCAmwR0QS+8mSgJoKpnJDlfDqi67ypoFW5MlrL3s8ysbzcpMhRqXaFgND147JFalUomGhgb4+vrCy8uLzZ8aGhqKoKAgM9NUsVQ2paWlNpkX9+rVC/X19dBoNPDz80N9PT8nmkajwVPfZLLbvgrP3ILcQBqmfQSAlpYWi5Mrs/Za29IImIsTnIet2kNPm6e5C6OJqLHMcL22xyG4dOkSmpqaoNFoEBgYyIvuaAvNzc28HKymmD6jRIfAxtvThxOc6eTVatsOciE2axQ5ZqztCcN9K/R4DPJVYNM9SbhYUos5w8XzpLMWUOCOh/MxtCnUV4mEQs8QX2xOvQGggJgQH/NKTiSAI8y3MwVru1kgE7sWBF28XPB+Ht4zCMevVrFWVgSCsyECawfCJn8Vrlkg+C9svboJEoW39Rx2VnxYDTni8iqMgquZwOqCl4rBR8IegbWyshIAo/ns1q0bK7BqtVoEBwebn0MmfEvU1dXx/Fd79uwpWI+iKCQmJgJghIaTJ/kpDGiaRnnravHQHoG4Kc4zgYTYQBp6vVkiaoAxg25qYARZW7SlEoqCnqah09ku5BLsR2rBh7Xdzc7dgNAzkWonE0hTtFotamuNEc5tTbHFhSusSqVS6HT8lFNeXl6mhwhiq1lld05aD1tTldTX16OxsRFhYWFOt7QxzbsrhlEL6dTTtxlri4Azh0Rh5hDh6MAGeN/NBqsre6AE7iOhlg3dnzSgm1POaw1/Tl7a9vZmsZYG0F2Ind+wwKHnRAl2BYYgnGptO1E1EzodxCS4A8E+bGgaJ06cwKVLl8zqFHMmNLSJxGrQvFp72VtKncGUM/+HxQRyjnG9wCp1QGA14O3NF9TFgv6Ipa0xxZbAKBRF8cyFAWbCZej/izM9lyfSMBTNJeIpaBqqGeHeFm2p4fc3+Bc7OzE5gcFSQDTuZMTTkyd3IRSEx5Kfb0fkxIkTKC0tRV5eHk/IHTTIPIqsrT6s9tyeT0/pB8D2BYCsrCwUFBSgtrYWNTU1OHHiBE6cOGH7CS1gi1sMs7+1fjtbxTHEo2mTBQrn/cyu1zjNJNi8IaEydz/fuWdrb6nNDP1pD0HJAPNrQciNxJU+rCStDcFVEIG1A2F43jSVMKlVamtrUVdXx1tlb2rkmusKP0BtjRIsGnTJwiSRPYcLHokSCy+GS5cumflvcTWivr5Mjrru3bsjJCSEDa5kiql5rLe3ebLwuLg4m/tsGrUT4ERZ9qAWkgIFfUujRa1cSyMzFrYEUDJcChqiYXUpQgE0DPDzsLaPyZOrETI6aS8mes6koKCAtQ4xIGYNwkNkCOy5O9nI1HbOQ3Nycnj+ubakGLOGnhVYLddjLUja2SXQqGYWRNvi4899P7M+rG3vmlk7pkGXILDPbVCCH9sF1hb43YXYM9/oSuXa+8EgsJ7Mr3bdSQhdGiKwdiDYZw1tfPFnZ2cjMzOT3W5uNqYw0NPCDzGr5lQWJsXccl7kPjdqWMvq+AEYmpubWeGdK3ByBViDb2p4eLigEGnANGiSUNAmU62pJeRyOfr168czIdZomDY9qYWkKIDWa3lXR3g4P9l7XkUjaL3Opn4aqvyZzQSTIvKqaxAKgCJEe5uouwo2rQ3ngrMk1HsS7gJaW+nXr1+bNE32HOusKKgtLW0PnGOad1eMdqaEYyloTTFU22Q9HoIYrDAOuEDDan4eobbdHaOgvUUG5tLe8rCajpWQQO2Kn8+Qg713mK/zGycQQATWDoUtEQFpjjArlHdL39Joc5Rga3lYuc24Y3LoJTdervWciJXcQCNC0XztITAwkP3s7e1t5qsaHx9vd5v+/v48Qbi+OBeApzWsgK6ugp3wdO/eHZGRkYiJMeaEDfCSg9a04P/Ze+/4OMpr//8zW9V7b5Zs2bJlucg2xTjBELCNTUwaJAbi4CQ4l5D8SHAIF1IoJhAS6g3c9FxI7uUCN8EQvkCIHZopNsW2XCQXSZas3nvbOr8/Zp/ZqbuzuzO7s9K8Xy+/rJ2d8uyUZ57znHM+Z3wmeJi08J7KTdVWNXKuksFRD20dmOR9x1MJ1sngSWukPExsDqvOItOUphsoISUlRXJ5UpIy8ZuQPKxB3gdKIR5WIkoXDlJ1d6XgKunqCauvz09JCF8+hDuh7P950X2XRFsFXqpslV7QTR1WGY0Tbvu0bGFFThJ7HAMDLTBEl+KIGccMvM7pIHVYuVakOCLMPdobPJxKYQ5rtD2EZVn+wdjYtAspdub25ZZ5ICG8XCEhOeVfOVauXAmLxcJuV1paCoqikJubG3bbuTVayWtD62LrgaAoCrTXAxpMuDTxrtrtfkPTbqFAO93IS1NgfHpc8LqcMFkTYLOY8IXaEo1aPrc5r9wvFDYhKDPCDwmeG/hDRKVyWPV/FsLN7VTqIQ0WJqgEM2uwBj+fgXJoKYrC+Pg4G/myevVqAGDLfeXn58tqCxCUlnERlu3SCyS/rypfOiVFCbyQYCg7H0qRqsMqZQxH+9VFyfytB/RSh1Xu6FITTlp4rPU6UWgwezA8rHFE57lzPuEkcWcjXZeRRlIif8ZdSYhnsBxWqVISwhljLYQRKIqC3VegnAgXORwOnhAJOQ/c0GApNeBAmEwmnpGbl5cXkbEK8M8HUdKNZa1Srieea6Smpqay3hsvAHi9AYvYE5z95+Aa7ADtceFzK4pg07iQ/FzFZKJQmsVMyjgDiFvMlVluqQG7Wh5BteEqBEcC14tKIkAqKioAMNf91KlTOHToUOCc0RC6nlAG5PX19bLf0TSN4WF/KPuUT2/h7NmzGBoawsmTJ4Pun7QgeG1o/vp6geT4K+lT5fCHBPs9rKrlsPJ2REksI+vF0sOqL5NVd3VYhZ99CzxebeuwzkbtAAN9YYwq4wiHg5m9luquSYgV90VO04CHFveiSl/28h5WseiScMZOq1eKsKzHiRMneN9L1RQtKdGHt6+0lKmtx4Rqe2Naq9TDCU/kKh5TFIWqqipkZ2czod80rSyHlex3chhWw1jVFFaNUVA+gKcSHNUWxQ6pEFG9hOgJCaeMjRTc2q05OTlYvXo1zzM5OcmEire1tcnuI5SuR60JAJfLxZYZA5i+2uv1su1VgvLBcOBJ11jR1M+8nyIxWP0qwcpVk0PcddBl0VcJ5o419AU5Fw3dY2y6VCyQ6+/IpeodmxEtU5N4imwxiE+MkWUcQQeYTiX5UdyOyEvTyMnh10mjzBa/oqvLJRnC5S9REiQkWELohD2ORm8VbmkbKQ/CwMCAaADEDceNJSSPdcrlATyemOWwjo6OovGMP2Q6OVmcD+d0OkHTgNcxEVQl2OPxgCLXZWoMtkgGYwZBIed3f2M//wvO49o7qqy8STwz6XCjwydiw89hZf5vH54SbxQjlJabUYLNJq6HSpTip6f9onuDg4NwTksbg6HlsDL/RzoQbW5uFhlW3d3dIe1DcQ4r62ENr829vb3o7++X/d7j8YSVhzs6xWwzMiUW81OKVASUam8SiVxRqVMd9ZBgvVmpHPI5KTOne8UT5tFGeK7O+NqUlWyDllOZJp2JTxnMPoyRZRzhz6lnOoZVq1ax35FQK+6AwO31wiQwHmiPGwlWE5xOJ44dO4b6+noMDAzw1uH2d1KzdlIhwcI3plaqflwPKzd3lYvc8lhjsVjYWU7P1CiS7dFPIZ+YmEBTUxPPwyr1fhkfH4eXBrwuh2iQOTo6isbGRlZB2ev18u6FnjlgLMUSEgr897ou3nLudXxkH7/E02ykodsfYjsv2x8me6aXUeNNsulHokFYkiYcsrOzeaJoXOSMp4m+dnhmxIPoUDxypM9Vw2PNFZ5qb29HT09PSNuzKsHBclh9/4fT5OHhYXR0dKCtrY1t3/DwMKvyPDExgbq6Ohw7diygUSsFqbtdmS8tmqUEfkiwhjmsEssImUniSRMtkYhU1g0LOfnIsaxB6vdn8E/QsuJ0AMIcVvUxQoINtMYwWOMIf/gP+d/f7XDzEAnzK6t4o9iLF+bg6tUlWFmaiePHj7PLz507x9uO6/mT6nsCheERNPOwcmqKyYWScT2vRNhDD1AUxQrleKZGkGqL/puXiFGx95DZIjkQzcvLg5emQVEm0bVtbm7G2NgYuroYg8nlcvFegOXZ4tq1Burx7fVMSKh9jodekzz2wvQEZHAG0BdUZAPQV0iwVHmsUCkrK5PNpZdTDQYA94jYKAyl56HYPjfw+VTiLQ0mqhSs9E00cljPnj3L/t3Z2YmGhgacPXsWZ86cwdjYGDo7O9nvA4VdByIrAoOPKyglnMSOFOl8VfGyqGsUBEg/0gMlmcw7T4/GGjdCQtscVnIc7Y5hMLeZ2yOeOKO8ciEAZrBBRDYIRNDDYrHAZqZgzS5BYlISKF84rIkCbr9iMXZcVA6PWzwbz/UAcA1hqb7Hw5a1kc8r0eqVYuKEBMvlhJHlehNnAAC3T3QjP9WOY8eOoampCUNDQ1EZXHd0dLB/s2UfPG7Ja5ySksIYrBYbxoYH0d/fD5qmcejQIbatRDTF4/HwJ09M/gkDp9PJC1OUQk+GRTxQnsPUuROetrl2GsngMFUg+MZNG9ALAQWQwKQLrFixQvb7JUuWBExtkK2ZLbO+FjmsZAIrEFLhzFyCeaIVqwSDY9VFCLf/amxsFJUnCqVckRqFRbTM0VaawxpthXupkH89wV6TGLcDEJ8fNiqN8wBrk8OqT+0Ag9mDYbDGETZ7Imw5ZUjMLmCVb4maLVfVluk4KNA0YLEyAwRu/yQ1K8wdbCgNCeZGGwsVb7X3sAbvFPWSu8olwZcvajUzv2N0dBQtLS1hz9SHQm9vr2gZ42EVr2symZiySF4P+ro70dbWxvMsAMxAzu12w+128+4ZC+fDqVOncPLkSdmQxRMnTuD48eNBB/QGfsij5hFcOG2r7OkPuXxGdlJLR6cjkOBSZWUlKioqYLHwDW9SE7qoqChofdVQB4mheKlIPx/sGKSkWCCkIoG49PT0oKurS94AVygyFK6HNdjkGiDORw4prFkQJRUOPA+rCvvj71s8WS11rqMtrMdTCY7qkZVh4lyTWCF3bIoz4aRl87hqxAYGWqC/Eb1BQCiLDdakdPYzEfIhM9dutxugmE6KV6eNs4/R0VHxfrneUs7KUl3P2DQzo2wK4GHV6rXCek8kemfhi1WPBquL0UaBRdC2gYGBiIy2gYGBkPKp5pXPA0WZYEnLlTR0TCYTPDQN2uNiX8ZSBm9PTw/6+vr494KX+ZFEmISmacmBYH9/PxwOB1wuF+utNQiOXK7QXJvYlor0AAAzCU2Lk4FTenq6pFFQUVGBqqoqFBQUBN1HMIPWNdIDR08TvC6f0nwI3TNpW+9Y4HBdKRISEpCe7n9fkTzQQExNTcmu1zUiFtmSItwc1nD64FA0E9QJ4eUaIOre40pblWgNrbZ5pOgxDJgLJdMnxwLhmZISTdPifAorOBgYqI3+RvQGskjNphLP1fj4ODvop3wrMS8zkqzo30ZqcERm84XfS/U9HzQzIk0ujgtDuE+tPKzTPouPq7KYnJyMlJQUUfmacFQctWZolBmIjc2I2yb0YCrF4XDg3LlzaGtrk5yMAPgDseTkZOTk5MCWPx8me7JMnjLNDoYCdRKjo6OYmJjgKSWmgLkPuaFyJN+YpmlG0Mnr5XmVjTAi5Sip+5eRFDhXcDYgKf4Groc1/u6p6upqZGZmYunSpTCZTEhJSVGU2hBsHa9PeMk12OFbX3mbHL4+d1yiz+IiNSlVUFCAyspK9rPSPllOn8Dic/cSYS05yPkI1aAL552RkJAQ8jaRwHrzuHVYVfOwBl/20nfWRVaWJwz4dVijemhFhFKrWCv8NakFE/ecUF0t37N6rX9tMHswDNY4IpC3lG+wUgBlAk0DZl+YGXdGTarT4r50+R5WZt3GxkYcOnQILpcLuamMcZLJGRQLXyJavVPGpl3wTI+hucEvGlVVVYWqqiqe0a1XikulVT4BZqY+nBcKd5DV1NSEo0ePorW1lTVSh4aGcOTIEXadqqoqQdi3eJ80R6CBCpCvRMLj7tq6FPd9bike/8pKfGphrqhdXV1dmJmZwfDwMBobG3Hq1CnR8QyUIeth5fz9tQvnRbFFsYH8fGF5qFDSBvRGYmIi5s+fr5oRJFubMYQemgjs5KeF3qbs7GzZ7wKFBycnJ0sud/tUWC9eKC0+JSTUboWo7YdCKCWL1FD11VR0iTdO4B8PAH64qQorSzNUOVYo8HJYdehtlSo1FG3kji1ZbkaTHFbSjvjrd6PB/v37sXXrVhQVFYGiKLz00ku87/fs2YNNmzYhJycHFEWhrq5OtI9LLrkEFEXx/m3bto23Tnl5uWidO+64g7dOW1sbtm7dyjovbrnlFpEw4PHjx7F+/XokJiaiuLgYu3fvjvm1NQzWOCLYbCoR1WHDocCEdprsyTAlBpbR596IQmNmamqKFXXq6elhpduXFKax60WrkPiiLAvco31wc9xLZEYxmKCHHrAnJcOWMw9VS5ejqqpK9L1U2G0whKHAbrcbg4ODOHLkCPr7+9HS0sL7nunE/J+lvBDp6en+ertBLq3FYkGy3YLaskxU5qWwkyhCMZKGhgYMDQ0BEHtjpMRMDKSRm83nvUz06IZQGdmQYAmRkblGIDVer2MqpNsjNYHZl9pnM5AisNzAyOmL6gmmUhtuDiupZ6sEYozTtHRNcCnUOIesYB6tvodVypDhlbqJUbeidw+rHnJYCeKQYP8EnrY5rPE7URgNJicnsWLFCjz55JOy369btw4PPvhgwP3s3LkT3d3d7L/f/e53onV2797NW+cnP/kJ+53H48GVV16JyclJvPfee3juuefwwgsv4Ac/+AG7ztjYGDZs2ICioiJ8/PHHeOKJJ/Dwww/j0UcfDfPXq4N+CtUZBIV0A1zjsKioSKTOSHFmumiagjWzEHaLCVlZWazBIMQrYQAy++AbHn19fWwoMDcsSNhJaqXQO+MLaYtlvbNI8HhpUBYrLGYzUlJSsHr1arS2trLqmD09PYpy1gDm+lIUJXtNAfmyC1Iz6aJ17MkAZoJeSzlDU2goB+Po0aO6KkOkV8wKCrTHeiY0GsiFBAfKc5/NZGZmsh5CMisO1InWcw13hVbWxvd/sHsqOTlZNpQ3VJqbm5GdnS3qe4iHNVhIqt+oC+24cikVksfgtG1mZiZoHrHctqHCN8Yj99hK7VtuWay8m3IaG3qBnBclIcH/aujFva/Uw+HyoqogFU/tOI8NdY8EuSNL57CqDxmXHm4b0WDv8c/mzZuxefNm2e+3b98OAGhtbQ24n6SkpKBjxNTUVNl19u7di4aGBrS3t6OoqAgA8Mgjj2DHjh24//77kZaWhmeeeQYzMzN4+umnYbfbUVNTgzNnzuDRRx/Frl27YlaBw/CwxhH+wtB+uF5FtkYfxYQEewUOl0C1+mQ9rKBFM+EtA8ygxMaRgxXVYQ3wO8KFpmlWTn9fQy9O94wjLy+Pt055eTn7dygDiGhBZh+5mkvcsDmlM/zd3d04fPgwr1RNKAQT1gKAHp/IiklwNbk5aXKcPXvWUP7VCCXlA+aCreaPAJD2sJ7sHot2k2JKWZk/3cBmswWMOAllwMENQQ1EsBqroSJV4uZYJ2NQct89UviNOu0eBO7vVSoap8ZzyQ0/9Y8J1AoJ5iJOQdKDh1WP+KNegq/78tEutA9No2/cgXcbB9Dcr84kDy01QIT0/aIFhen+lIG5MGFKGB8fx9jYGPsvWC3pSHnmmWeQk5ODpUuX4rbbbpMUqPvFL36B7OxsrFy5Evfffz8v3PfAgQOoqalhjVUA2LRpExwOBw4dOsSus379el7axqZNm9DV1RXUoNYSw2CNI9iXL6f3ljIKLPZE34CE5r3QAqnm8j2snGPSfC8dRVEYmnSy+5TaRuqzGoyNjSHNF572UeswfvdOs+j3k4e0pKREkWEVbfwlgbjnjn+ylAx+iFc9nBBigO+hcLrF99DwpJNtV3YKf+BrsVhQW1sr2qawsNC/fRi5YAbKYMvaCEZH3DHCXChxQ8t4WNuGmOenJFN/E1YA4wklxqWSUjBK4ZbFcTqdAUPsQ/KwKqwxSUqrJSUlwW63Y8GCBSEcRcy5c+dEy3JTmAFUx3Dg8jPs7wvxMSDXg2v8yx6D029L5eO63W709/fzJiH9OaeR46X9T7kWZW0CLYs2fIM89u0REkoNUmG/rXa0mFxIMM/DqsE1Lcrw92VzyF5FdXU10tPT2X8///nPNTvW9ddfj2effRZvv/02fvrTn+KFF17AF7/4Rd463/ve9/Dcc8/hrbfewne/+108/vjjuPnmm9nve3p6kJ+fz9smMzMTNpuNLdEltQ75HFIZL5UxQoLjCYkJNG79VWK8UWbmsvLK2lDiMi8mk4ndpru7G/n5+TCbzfxwUWETaBopdgsmHG6UZvk7qGgYrC6XCzsuKkeyzYK9J3sx6XRLhj2YzWbRw6YXWA9rgBN08uRJzUJjly1bBoBvMEuFMTHhlMw6Wcl8g9VsNktOfuTn56O7uzvstrERAgYBkRTRAP9ZnQsDBg8t/SxVF6bh7dP9UTkHfX19mJycZIUulFBRUQGAMXLkxIUihabpgBE1IZW18f0fKNzR7Xazs/jZ2dmiyJdgrFixAk1NTUFDckkbaoMI/wTLYaVpJnJIKG5FjEvhRMLChQvR2Ngo2gfbLomJ48bGRrZEz/z583nbqCK6xN1f+Lvj7zvIsliZirrPYfW9DpWEBAsNVqdKBmvwkGBt67ByJw69NC2KzJqtNDQ0+NIvGILVmo6EnTt3sn/X1NRg4cKFWLNmDQ4fPoxVq1YBAG699VZ2neXLlyMzMxNXX30163UFpCcsSIoZQbiOv++K3XU1PKxxhNRsKqnDCnAMVs6MODdKRDj7xw2fBcCqkvE9rOIujiyzcYxlYUiSFrkuJpMJhRmJ2FTDGKkuD61p56AF5GUVyMMqhcPhQGNjY0BFSjLhIMeiRYt4YYKBpPhpGqDdDrZ9paWlAJiwcjLIEw6I5Y6dnZ3NDtIDMZfCiCJBvg6r//NcOJNyIcHRLDHR3t6OoaEhnDx5EuPj44ruYaLcmJaWFvB5DQfyTM6bNw9Wq1XSaCfHVwr7PpHYl9frRU9PD44ePcqGpoUzoLFYLFi8eHHQ9dxsSkWwkODAHq/6+nrU19fzwo5pmmaNbovFwvaVOTk5SEtL422/fPly3r6Hh4dFKpskUkay7nnA1geGF+JJ9qdBDiv783RgLOrBaA4EmzOtYF1hbr1LIsIporbIlLVxcwxjLc4h97hzSXcpNTUVaWlp7L9ojklXrVoFq9UqmkzjcuGFFwJgKkgATKkxoZd0eHgYLpeLdfRIrUPqTcfSGWQYrHGE1Owst5MgSr7kZc5/oVEiY4dr7HLh7l8qR5J0Rtz1RA43DXpEMvttMTM7N6fFn0eODQnmnLxAoXtkEHTixAmMjY2hvr5eVmSpuLgYK1aswOrVq7FkyRLerJ/NZkNqaipvfXagL/FyoWkaXpeDvcZ5eXlYvXo1T9lYyqsgNVjNzMxEVlYWli1bFtDzMjk5id7eXjQ1NRn5rwFQokg5F2x/NiRY0PdES7Gc5PsAjOr1mTNncPToUcl7l4TLax1FUFVVhZUrVwYcNFHW0NTUA5WrOHv2rKh+9MjIiGg9pQruwfJgifKzOcg1Jt/KPQckz4zkY3m9XlGprcWLF6OsrExU31uqnYODgzh+/Di8Xi9omsbHrUPoHJlm901QRyWYoXVgkvP71MphlQgJDvJ9NNCjV5UL14sZDKF6+fCUU2bN0JAva8P8/8i+M5pOCnOv0aKf/AMVd76KVfftQ0PX3NISiCb19fVwuVy8dCwhpKQhWWft2rU4ceIELxpu7969sNvtbGTf2rVrsX//ft4k3N69e1FUVCRydEUTw2CNI/wTntK9N7m5HG5mzf98q4nNT6Qg7wEjEJEi7v77evsk2iHu9MQeVvUhBmtqUhLsBZUY8iTgF6+fwoxLeSmCWNPrEzLieljT0tKQkZHBG2TSNI2BgQEcP36cV0MVkFff5XpOhEpy3AR7QqCXLA3AZE8KeB2lakUKX4gmkwnp6ekAmEFeWlqaKD+M7Gd6ehodHR0YHR2VzF8zYCAG2YSDP9HBDwme/Rbrhy3MxI2c4JtWHlaPx8POVkt9JxUWH81wqmD9PBXiaQkUXivlPSQTp1ykSnhJwa3dLIUnVA+roqMyqsRc7QCTyQSr1Yrc3Fz2fFZVVcFms7G/RcrT0NTUhMNtI7jmtwdwy7OHeV4tboMiuQ+IIZyVYlMlxJiLtEowFfD7aKCH0jqBYO83BRar0MOqXp8gfS8sLmCiAxKtnIg4Dc6hsB+maWBo0omDZ8XiaXORiYkJ1NXVsZGMLS0tqKurYzVihoaGUFdXh4aGBgDA6dOnUVdXx3o6m5ubsXv3bnzyySdobW3Fa6+9hmuuuQa1tbVYt24dAEYs6bHHHkNdXR1aWlrwf//3f/i3f/s3XHXVVey4a+PGjaiursb27dtx5MgRvPHGG7jtttuwc+dONpLkuuuug91ux44dO3DixAm8+OKLeOCBB2KqEAwYBmtcobTm2pSTMeBePtqFt0/7DE5K2qMq9MIp2T9pB3fQIBw/aHFTE4O1MDeTPd5v3m7G26f7A2ylL8hLgwjDAMy5WrBgARt2CzADNyKsFIm3MSsrC1arFRkZGaLvyDWSCwk2J6UHnOjgekvlPCgrV64ULcvJyeF9ljJ8A5XqmevIPVp80aXZT4KFuS/JAJ4QKIRVDfr6+iSNMoKUKAVZFu1aw1KnINSuOdQSMVzVc0I4NbLJRBcXMti3BDVYmf+Vtll4PaXam5KSgmXLlrFh1xaLRZQWMT4+jrYhRvXV4abh8nh5+6JljIpQKMtmJpZtZpOqIk5CtNx3qOihtE4gQvGwCnNY1a4XLTw7l1czEytap0hwH8nijERcuYzx6LmNaCkAwCeffILa2lpWsHLXrl2ora3FXXfdBQB4+eWXUVtbiyuvvBIAsG3bNtTW1uK3v/0tAKZPeuONN7Bp0yZUVVXhlltuwcaNG/Gvf/2LHaPZ7XY8//zzuOSSS1BdXY277roLO3fuxLPPPsu2w2w249VXX0VCQgLWrVuHL3/5y/j85z+Phx9+mF0nPT0d+/btQ0dHB9asWYObb74Zu3btwq5du6JyruQwRJfiCMUvEE7vTrwwFJgbnqIonveloKAAJpMJ7e3tbCgXd/9S3lQp9XSR6FKwNoaIy+Vi843y0pPw1NfPxw3/9REAYNIR3UFgJBDPakmmWB00EsVQKQ8qwAi8CJPpCVL12Qg0aJjsyTCn52HhwoWS++Z6hEmOqsViYQfliYmJiiYuMjMzJcMICS6XS/WSGfFMAmemXO7azgUPq8c3ENpSww+H0jqHNZJao0NDQ4ryuTXFFVrZhVDPZ6g5Ttz+JZCSPcAJCQ5msPr+D6aWnZ6eLso9DYXk5GRMTEyIltMepg90e+mI9i+FzafwTnNyftSaIJb2sHL/jr2xqIMmiAg0+StEuI5qoktyIcESkzdae1itZgopdsa8cHlm/7tICZdccknA9/KOHTuwY8cO2e9LS0vxzjvvBDzGqlWrcPDgwaBtKSsrwyuvvBJwnWXLlmH//v1B9xVNDA9rHCFXZ0sMJz/Syw9Fkxr4C8uosJ2vc1o0Y2i1WiVniYUvMrU7xGPHjrHhYhRFYf2iXFy+hBkYqS0LryXkdCbbxXNF3Jl4t9sdNDwOAJYsWYKioqKAg0S5QYYpgCeKLLMkp8sqmXI9r+RvrgdJqTdJLpe6ra0Nhw4dwrFjx9gwGQN+SSI35wHlhwRHsUExglUJFhgv7H0d9RYFJ5hBFhUo5fWegdA91qEKSXEFjbKysti/pfoPMvYNlqccyMPK/e2jo6M4fvx4CK3lwy0lRJiZcYD2MH03eTd5PB6MjY2xBnckr0e/Ma6+F1Q6hzX2FiIvLDmG7ZCDNQoVrCsua6Oyh1VGdMlL05q+F4TjQauvVrJU2TwDg3DQwdvTQDGsvRosZtffQZAcGtKZSHnxhIMX9oXocohmhBhRCXE7hC2SauPMzExAI+zMmTM4c+aMaLkwT4qolVl94ktxZbAqLENw8uRJycEQl6KiIiQlJaGwsDCsgXCgXL9g+dKA76VktcJkMkmG9c6bN09ZO2QGn/39/lDv6elp1T0V8YqNY7Dy7v05phJMfrpQgIftv6JstXMnjeTC+KPuoZJSCQaFs2fPKt4F10BStH4Ev5EbKSLlyVbuYeV/73A42LDf5ubmgNtKhSLLIVUz+4PjTew7mEwoNTU1obGxEZNDvj5Nhbo2NK1OmRyJXbP7Fy6LlbGoRyOVC7nnR6aCTzIfPjfC+9w6EH7EBhe555NcP27urBaTELxyiDTNTqw++VYTLv7lW+gZla9wYGCgBMNgjSOUSth7pvwGnlswoztv3jxkZWXxSggIjZ1A+6dpmjVwuGOGYDPeLpcL9fX1OHbsmOT3brcb4+PjGB8fFxkmwsEVeUmTDvGD5vhJ6mfzfxWMMIJ5KAMpwykhsIdVmTd/2bJlWLFiheQgVW15d6LoOdchEzUAf/aaexmjUdIl1viNF/5yrkp6NOHmZssZrHrxsAbKwRXi7yeUndBIfqPFYuGpmQsnMI91jviOodTDyrT5xIkTaGxsxMTEBFt+Rw6ulkAwhoeHeZ8dbg/2HO5gj9s/zoRfk7DhqVHmXaWGhxVQNrEY7r4lv4+R5ai3sGQhXb48eiWT5wvz+XnPUtFW4SD3yjZzJzg0nMoUPpIrSzNAUYxHuW1oCp+cM3QpDCJDB29PA6Uojgjm4JEICa6oqOCFeYoNVmZdymwRDfpomtPl8V4i/PWEn7l5PlKGGHc2nXw/MTEBt9stGvwRtTOSn0sGBfGAN5yLKIFS72UgAuWm+Q3rYPugePcP1zsRaOBK8vikBFrkCOZxnitwvUsDE9Je5zlgr7IeA7PMfRYNo724uBglJSXIzMxEQkICe887nU44HA40NDTwIkT0MNgmIYhSCr9ShCpgJPcbKysrFW3P7TfGx8cxNTXFvgOq8pnw4YEgfb6cV3hycjJgP1JSUhLSRJtQdGna6YHJlgi4GU+bUFBHTYOBBi3pBVULyXxW9Q+jiNg/NYEpTGcijKzC2TMJ2FJxqcx95lFZlEh43biT4+RQ0VAJ/tzKYnzy48txXjmT8uM2clkNIsQYAcYR/txRfscwb9482TIgbgUKdNwBgtfrhclk4pQyYLYvKSlBRwczcywVEpxo4+ctCftDrtE5PT0tqgnKnb33er0YHR1FU1OT5OCClN+5YmkB3jzVF7W6i2pAfqVcmxctWiQZFg0wA76RkRHY7XaR0m44EC+FZFkbpeHnAkpLS9mBcKBctqysLNhsNvZarl69Gs3NzezvI3USuRgGKwO/QDsnDHiOjQdkPawaqgQLvYwJCQk8BW7Sz508eZJdxi2BE20Pa6BT0N/fryj8NVDqgBRyv1HY58stE6atkHM5f/589vwXZYhTEHjI3ANSdcW5hKpmnJmZyZuMpWnfsX3nQHjGaBqg3U41IoI18ZhJTTbwy9rE5l2rh9I6gchO9hmfCp4RsgoRz3OqZMjJ3QvcsYaS9oWLlBc8O8XOii+pJS5lMHcxPKxxhJxzTpiDas3w199UIvLAHWCQmp8UfC9bmplFJgYSY7AqCAkWfOSGYUkNaLiz2v39/ejt7QUg7Y0l22ckMQJSrjiSTSeDPrnrkZqaKirMbLFYsHr1aqSnp2PevHm8+qqRECjUL9zyC3a7Henp6cjOzg4qvpKSksK7FxYsWIBVq1bJbqdEhGqukJNCZue5eatc4zX0gcn09DTOnTsXkiBPLGFFl2QE39SoFhHsPIZqgEZ7wG9NFAumJVlDE0UKpaZpoIgJk8mEtLQ0mEwm1NTUoLi4GAsWLBC3zzeJJeTs2bOKQ2C5RnYoZcGChQuLjiOsPQkatDNwrp5ncjiiEF62zBCUl7pTvm8/SqoBRAu9l7UhUS9KStSQ82qzMH2H+hocgv6Q00Vpmdcv17cRr7PhYTWIFMNlEUfI5bAKB02mBH+Ykl8lWH6/wu1HRkaYzscX/st4XDkz1rQXoMy8Dko0aBR0mqQkDcAYHkePHmWN0draWp54RbAanMSg0a7D1w4lOaxCAaNwahgqwT+oE38XSeSy0tA/KSiKQnZ2Nns/pKenIy0tDe3t7RylTa9kXdm5BPEq8gxWznUMdWgwMTGB06dPA2Ce91Dy+GKFW0aAx6/YGf4AaWZmBo2NjWw+fU1NDex2u8j4kRIbC4RWz7Ls8ZLTAfTylpGzFXpIsCC8VfB59erVQffFLWEjN/EWaBJAaW69P0KImYhRSqiTgVIGgGd6DBZrLnt8EabQJgyE8D2sZJlKOaxSYcA8YzE26M9E5UOilULxYBJD7jdvN+Pfr1gcZO3gyJe14XhYVa75Kt8W/3GsvnHaj148jsq8FJxfkSW3mYFBQGa1h/Wee+4BRVG8f2p5p2KBnAJdoEFQYx8JV5Lv8oUv3ebmZnYOl4lwoniz7N6ZCdEehbmOgd6fzc3NPM/pyMhISAM5MqAhaqknOsdUL76tFUpUHaVCvrUgUO04tQdCocA1AiorK9nPk5OTaGxsRHNzc0heQI/Hg76+PsVlduIBc4BrB4QeDkuMVQCSdSX1yKvHugFIGayRhwTX19fzxN9OnTqF3t5eHD16lF22ZMmSkA3QaIcEWxLFIbehwuaDCs5ne3s7+3eopWzCxe9hDQyZMK3vHA2prwj1enL3bTabARqgKJP/ZAk1IABQ1oTIQoK5e1NHEsG/b8mQYLkPUUTnIcFEB0+Rh9X3P7cW+4wr8qgWOW87V0Xdw64TvZO4rNifdvDmqb6oHddg9jGrDVYAWLp0Kbq7u9l/kdRcizXEk9g5wg85ksoDEhKof5KqzUpRgHdqFADNN1hpGu4xRprfxHuJCD2sfAINBBwOh+KwrdTUVPZYRRn+Dv90b2ihXLGCVvDCEIp+yIXIRYpUQXGC0vI7WpCamorU1FR2cokM8rn3SCihTceOHUN7ezuOHj0aUnignmFn9GXqsEYiOBQv5YOIoTovW7pOsJqiS263m5f/aDabw3ouYzEBZEnLBWW2wpbrm/gKsQms6rJgObfsVLQ88kr6TwDon2DekQtyUyTfb2rBFS8sKipiDFJ7EuRjHGhQiFAlWCKHVYvbyv8OiL2FSMn8rRdC8bCS87rtPP8zo2Z+p/D8cO+NaE3sc5/Pm9YvwJXLmIoGc0G93kA7Zn1IsMViCcmr6nA4eIIvJKfF7XbHPIfOTDEPe2GaXdQWOe+R1TclQUE+B9Dj8Yi2pygKXpcDLpcbAwMDKCsrY84Bp4yG2+0C2aVHsL3H4+EdT6peHaG9vR3z5s0L6gFbtWoVwPkdxel+I3hyxhnx9SHba3mdXWRGnvYGPA73XGjVHvJOcbpcomO4XL7jU+odP5TzS1SEXS4XKIoS3RvT09OKwzG5Blh3dzfy8vKUNlm3mNhr5++XPJxBj8cb+P4CmND71tZWVFVV8c4vRVEx7+uUQIz1RbmJvPbSvhqYHk/wcyCHXF9EljscDsl9B+vDXBLPmpbQNA1zUjrMSXxxJdJOJW0hfbvXS8PhcGB0dBRpaWmi36rG7yL7kDuP5B73Ct4vQiqymckEh8sDp9MZ8LoUFhaiv78fRUVFIf+GxMRElJaWIjExEePj43C53fDOTICyMO8mt8fNO7bHy5iYXm/g9geCTLp5ODXRlY5PQumD3R6yT44gYpDzrhVer98DSQd5d8YCyneOXD5PaaD2sRognPM6NeNEYoRBCi63/5jc43vc/PcCoP11pGmat/+idGYS3u2O7LjRGKMpZTZFbMULs95gbWxsRFFREex2Oy644AI88MADmD9/vuz6P//5z3HvvfeKlr/xxhuqKLNGQn0vBcAM18QwXnvtNd53brcbExMTPtVH/4zywOAwAAqOmRnRNoSJiQn09PTwlnldTB7ix598gjQr0NPTg6amJl9ICXPb7Nu3D4m+O8jh8S8HgPffexf1bw8hPT0ddrsdLS0tAUOzTp06xZuxl0LYRgDITTCjf4bC/vfeR2dawM0Vs2/fPnV2JMGZdhMAE9ra2vDaa62y63GVRaV+txo4ZswAKLz33ns4x6/OgN5pALDA7XLJ3jfhEur59Xg8aGlp4S07c+YM0tKUXXDuuczKykJWVvzn0MxM+a7dBx+g5wSzrKODubcAoO1c4PvL6/Wy9Y3fe+893nepqam8cE894uX0Q2++8QZSOE60k91MP9nZ1YXXXgusCisH956R4uDBgxgYGBAtn5mZwcTEBEZGRiS3S01N5SkIa83oKHOfcPG43ew17+7uDuqtbBkHAAsmJifx5z//GePj40hOTuaVIquvrw+pRFUwDh48KLm8Z7wUQDKOHTsKe3ed7Paneph7oL2rC//4RyM6OztF61RUVMDlcrH9azAF4WCMjIygtXsAgAXeqREAwIkT9Rhv9Rsmw0Mm0N5sHDt2HMm90jXJg3Gm0/fb2tvh9TL+2rfefBPpIUQzB+6Dmefq4MGDGGgARkf891B9/Qm8NhD9KDUy9gGAlrMteO215qi3IRBdvr73TGMjyksCn9+xMeZ8fvzxRzBRJnhpCv/c+y9kRFi2vGMSACyisR53zDYyOgaAwpEjR0C1a+HtZI4zOTnJa0PLOeb8NLeoc+20HKMpRar/N9CWWW2wXnDBBfjLX/6CRYsWobe3Fz/72c9w0UUXBXy53nnnndi1axf7ubOzE9XV1bjssstQXFwcraZLMnigFTh7Bvn5ediyZZXset8/uJf9Oz0jA5gYRUJiArZsWS+5vsvl4oVKm0wm/P5F5iW+evUa5KclYNWqVTh8+DAcbg9w4mMAwKZNG1nJ8mmnB7d/9Aa7j5KCPMzPKgHAeEabm5tlRT5MJhO8Xi+qqqoC/n7iYeXyZPP76J+ZxJrzL8Da+ZENmFwuF/bt24cNGzZoFkbW+EYT0HEWFeXzsGXLEtn1Dh8+zP4t9bvV4Jcn92PEOYO1F63D8hK+B6apbwKo+wA2mxVbtmxS5Xjhnl+Px8PLHeSycuXKoHmBp06dYj38ZWVlMZ94UoMnmt5H38wkzj//Qlw4nzHA33vxONDH5HWWlpViy5alsttPT0+jqKhI8ru0tLSIhLOigcvjBQ7+CwCwaeMGpCf676fBg23Y03oKhYWF2LJlBbt8ZMqFc0NTWFaUxobwSTE6OspG5dhsNp6H3u124+DBg7jwwgtx/vnny+5jcnISo6OjosmmrKwskQq4lvz+3AFgkp8uYbFY8KlPrQXA5OEKy8gIOdI2gsdPfITEpCSsWLFCcp38/HxV3o+kj7jwwgsly1gdODAC9LixcsUKbFkpff8CwOShTvy1pR6Z2XlYv74MbW1tonXU7lcHBgZwuKEROHUEtM+TtbRmKVaWZLDrvD16Cs1tw1i+/GJsWR3e+Wp75yxeaWtCSUkpPurvBGjgsssuY+t6BkJJH/y9A8z44YILLsQFFVn4U/tBtE2OAQCW1SzDlvNKwmp3JIx/0oHnzzYAACrmV2DLFYHHCtHmwMsNONDXgU46E8BQwPP7n80foHt6AhdecD6eajyCaZcXy8//FGqKI5txr+8aw0PHDiIhgT/W83pp7DrIGHiWhCRgahqramuxZZn6ei7k3rEnJmHLlk+zy0/ta8S/ulowb145tmwJX2AqGmM0pUhNghloy6w2WDdv3sz+vWzZMqxduxYLFizAn//8Z55RysVut/NyCMfGmI7aYrHE/AEx+YQtzCaT4rY4fOEgJoqS3cZqtWLevHnsA5iamgp4mNlms9kCu90Oq9UKi8UCN+0f6NmsVlitzC3kEaRDezwuWCxJ7P4B+TqawkGhHFLtt1mYc3K8awIXV6nTAVutVs2uNeUzroJdw5UrV6K+vh7z58/Xri0+z8r7Z4exuoJvxJFrFei+CZdQz6/FYpG9d4aHh4OG/HPvL3IvxzsWn+DY3a+cRGoC83vaBv0eL4qSv7+Gh4dx9uxZ2XNqCqF/iRUe+KM17Db+/WTx9QkQ3LtX/Xo/ukdncMfmxbhpPb+cyszMDM6cOYOcnByMjIyw52b58uU4c+aMKKUh2D2ckZGBjIwM0Sy8zWaL6rmV9J5SFPv7BgcH2fB7OUgf3z4wBoslXXKdzMxMVX9XamqqZNjf5GAPgBxYrYHfxwk2ps0Hzg5hbCxD8l5X+zrk5OTAZD7LW2Y2mfnH9l0Oi8Uc9vHNvvuboig2qDTY+RAS6P61WUxwur2Yn5cGq9WKgXH/uzmSdkeChSPqZTHHpg2BIFG3/RPMuQrYP5B7wGzBtIvZsGvMidryyH4Tuc+oAO/sSSYUTvPxrMPt5e3fyrln1TiulmM0pRh14aPPrBdd4pKcnIxly5ahsbEx1k0JC7/CrHLZgWlfTkX3aODacAUFBWyoNE3TmBwfAcCo13EVILliN9xmcAWYaK8H3DA0h8PBCx8TEonIS/sQM5AcmYoPoRiloiF2ux2rVq3StHwLuSfGpsUDQ6/CdkaDQG3o6enBuXPnRCJMAwMDbP45V/V2toguFfsEx872T+Jo+wiOto9gmKMiLiduMTU1xYYCCyE1MV0uF3p7e1FXV6fbvpL7+4QqwbwSXD48Xpq93090iiM9uru74XK50N3dzSuDYjabeZ5oiqJQXFyMmpoaRe0MZgzGGq5egxzkNLqG5D0KagvDLVmyBMuXLxe3habZHOVAkGu/MD9FM9E6IRRFRaRMrfg4UnVYVZQievm76/D8ty5kRQ0rcv3CUjEra6Nz1aXP+bz9wr5ICvYeoYAVvsimUMrhBEPqdZmVzMSLR0v0SHgY0ier+TsN5h5zaorA4XDg5MmT+PSnPx18ZR0STm1MImmuJFyIqwTsmRrzLeOXLOB2N9yXJLefdg22A6hmP584cYIN++WSnZ3Nq88aCKFyLuHq1aX4r/dbojJQUAMvO+kQ44YA+NbF8/Gbt5sl9SxZ9cnoNilkPB4PBgYGkJGR4cvfZsIxz507B0Ac9nfu3DmMjIygvLw8rmdI/+PaWnzcMsQbgLg9Hvzq1UOoHzbJPg8zM9ITV2azmVXydjgcbD7f2NgYxsfH4fF4kJaWFnZZltHRUbS1taGkpASZmZlh7YMLVx1ZXAOagXtuuLWaLRKDSinDjYh6ce+TvLw8dHd3K57dF/Z50Z4ACtYvyt0PXLKSmPsi0Sy/My1+l9Q5pmnAPdoX9HiFGcy1c3m86OsTl9LQIo/dZBI/d+RzYWEhOzFrSkhRTSVYuEwNFhfwQ1OLOWr8MatqwzljelAtFpKRyDwjLk/wgYjfXqWQ4Xu2uGKW4RLoWSddnn8iOuLDBcQj6PdIHx0n1QcNdEr8jtgUcNttt2Hr1q0oKytDX18ffvazn2FsbAw33HBDrJsWFmQAJhygBYLMaKUlBh9gcQ3WjEQLRqbdoGn+y13uJcl2SM5p0B63qEOU8mwFMxgWL2ZyHTo7O2VrkSb4ZJDjZeaOtDKUa6gV/peYRB3WKL3Y1GJqagqpqakYHBxEb28vu1xqQD46OoqOjo6o5hKqTYrdgksX89WOXS4XXtlPo35YvqiG3EC/vLxctpbmmTNnADBlOwoLC8NqLxExOnv2LFavXh3WPrhwuxOhASpVh5VbNoLkr3Z3d2NwcBD5+fmSESD5+fnM/gUGayhkZ2ejv7+fDSmOdcSCyZ4EivJHoyipUUq8RoFKYkTrd9GgGRXeIOuRGt3TkxMA+IpyCxYsYCe31MRkMolKzBUUl2LVqkWgKArd3d2gfXVaIzlfZEua85RrefatZh0E4nF+oB7fSRZfIVaXgvI03Frs1hC2C7rfgJPMwZ9hNXELjuMvoRcf4zQDfTKrDdaOjg5ce+21GBgYQG5uLi688EIcPHhQ1vjRO+yjHkKHzXr0FKzLNVi5RyUDN+Y77vrivwOFjckdj0tmZiaGh4cBMGFmFEVh0aJFsvswS9Sj1DOhXA+tYScZJM4dHc7NFkNGR0fR1dUlWt7Q0CC5PjfsczbBDmZlHgfhgMFkMmHp0qWw2WxBZfq7urpCNlhHRkZEgjdjY2OKFZ7lcHMsVnFIMPP/kfYRjM+4cOjcMEY5Ye8k6oTcL1KCPABYYT6r1QqTiTEyQvXKUxSFJUuW4NChQ8yxZSYFogYVuvEhVfNXvE50jBqlE2kkx7upqQlDE5nISvFH6KSkpGhmYCcm8msCW6w29lj+nFNaFQ/rx61DEexFOVyDNVbeTb2/hcg5GphwKo72ojjbNfZNBF45QoST01qfT2FfYWInvTQ+sMGsZlYbrM8991ysm6Aq4YQEh9JB8A1Wf56M3MudF6YjCssL3kqpQU55eTlrsCoZVMSbwUpmHQKplEaLQGE6Whak14JAOdJSCO89mqYxPT2NxMTEmHvB1OCf9T14BNKKrlwSEhLYUGAlxtTAwIBilWWXy4XmZnEJg8bGxoi9rNzBuvB6kT6hf9yBZffshRRKcpnJfolRL3UspZB+LZSa4GogyiUzW0AFd6ryMLP9RGw9rO83DeBEly9VJcj7xcYxsr7x9Mf4/Q1rkJfKhAlr2tYAu1bruOS3tw/5J91IaKkWDExwwuVj1DVOODh1omPThIBkJ/vP/0CQKHvuU9Tm0+BIskU+kRVIHyNaIbmXL8nDv0724ZrVfCVpk4I+xMAgGDqI9TBQCq0wJHjTUq5HVLnhwTVYpfJkAL8hQ9NeXt4qTdNw9vrFXFITAs+FVFZWSobXmUwmrF69WvGAVslgSk/o0sMaKCQ4mg0KACmZoZaIjdBgaWpqwsmTJ+Neqp78qrIsaaEZIkRF4IZFKxlQnzt3DkNDQxgaCuzd8Xq9OHZMvs5kJEJrANA5Ij8qXL8oV7RsPkc4xksHD4UVGu82m4017MMhOzsblZWVUfNEymFOyYIlKTTvNjspGOMu9qHXT7F/B7tVF+Wn4DO+kHk3DXRz7hdNvdzCiVvOS5KIMnmmxyOaCBRuu+28UkViP+GyINcfUh2r90E2x0Oux/nETI7B6g72nHAMyzXzmHx+rSfcRR5Wjc7hk9etwp6bL8JPP1vNW06OHy+pWwb6xDBY4wg2WT9IZ/PEtavYGa5Q+kGewSo4JoHsj3a7eAPcgYEB/PTKKlxQkYkfb1nMKgzKYTabYTabI/Y4KAlX0xNKVYKjQaAcVoIOmgmAUbFeuXKlSCxFqbdPaOgKRXZI+Spu/ms8Uuqzy2gwYdIjIyO874XiZcFqcErR0tKClpYWWaPP6XTiyJEjAfcRqkdcCMn5unq1uCZkfloCvnspv47sQ1cvx499dY+9NC06L4QlS5YgNTU1aE3oeIWiTLBnFrCGs5JcTq4xJJU+sGzZMvUaGACuIRCsW7KYTfivHedhgW+iwuXxorKyMmB6iRbYE/0TR9w0hEj7VW5ov5bGKgC21joQu/dWgiX2YcnBIF7WYDYZdxyXYGUmT9TJYZWHitLEfoLVjFVlmWxIPkFKV8DAIFQMgzWOUOr1sllMqCpgxB/8Hr3gnXwwD2tVVZX/Ren18PY4MDCA8yuy8dPPLsXaBfJGREFBAfLy8pCSksI7ZriQl7UwyV+vREulTwmB8kq0KJcQKULPiMlkYg3NYJD7jeDxeBSV9Ig3yH3lmBhBU1MTmpubeYYld6ArZaxwDdhgz6ac0SmXN1xQUMDmrkZaXoioahLREiHCMbzVbGLPjcfrlcxbLSwsRFJSEhYtWhSWIa9H5HpFUqpHSU6umXMfSA14Y1EPMVj/SdM0JicnWUEut5dGenq6SBRJbZwStWMJbrc7oFGhlOnJcTh7m+GZJKkzKuw0ANz0lVi9Dcw8T3WMGhEEdvwUZD2aE2VFcliVqAsHI1A0HVnmHyZF9ySyYw3DYjWIAMNgjSNY41PBjKp/Rk35/vkeVvExuIN+r2OC1zEGE2wh5OXlobS0lP0cqaeFDQmOG4OVhHXHuCEIEhIM/bRTCBlkp6amyob3LVy4kA3htFqtsNlsIgPsxIkTmrXR7XbHpOarCYB7tBdTg93sMm74LVeYSkp8rrq6GqtWrcLq1auxYsUKLF++HHl5eZLGq5zBL+d5TUtLY6+XXH9B0zQGJhyYdMj3J063F6d6mNBmOQVTYXutZhM76B3plQ77DlcBOd6gwHk/KLhHuVHMUiF9sfC6BTtmd3c3Tp06Bauv8Q4VyoYoYXCgn7+Ac7q459rrDjGRmHuMHub+dY8zJeG0nlTkzgnFyljUg+ZDMFgl3BC2If3XC4c6VGuH1DWKdQ4pOTd/rxMLI84V9u/fj61bt6KoqAgUReGll17ifb9nzx5s2rQJOTk5oCgKdXV1on1ccskloCiK92/btm28dYaHh7F9+3akp6cjPT0d27dvF0UUtbW1YevWrUhOTkZOTg5uueUWUZrO8ePHsX79eiQmJqK4uBi7d++OucqzYbDGEaHkFQplxEPNYZWLCSYdnnd6nDdoUFIeARDPxiv1kMlBXmQv1XWhdyx4TcFYc9o30NaD51JYm42L3xMc+3YKWbx4MQoLC1FeXi4ymgoKCrB69WqkpaVh2bJlWLVqFZYvXw6Aqcm6cuVK0f6U3rtK8Xg8OHr0KI4cORL1Dn5qfBSe6XHeNW1vb5dcV84zRq652WyG1WpFaWmpqJ4tALZWKxehUvPKlSuxZMkSVFRUIDU1lQ1FlVNp/sH/HcWan/0Ltbv34aMW6TzZz//n+3j1OGOQyxmswjz/BKsZJooC7fVgelK6z9Hjva4V5DooMVi53q2RKXkPohbIhSwHu1Ld3d28Fd9tj867IVkQycHF5XKBvFA9nvDPo6jusMa3rR68m1wvv16fUqXnhhsSTLqvRDVElwJ85x8P+o8dTZJ9YeU2y9w1OSYnJ7FixQo8+eSTst+vW7cODz74YMD97Ny5E93d3ey/3/3ud7zvr7vuOtTV1eH111/H66+/jrq6Omzfvp393uPx4Morr8Tk5CTee+89PPfcc3jhhRfwgx/8gF1nbGwMGzZsQFFRET7++GM88cQTePjhh/Hoo49GcAYiJyKV4NHRUbz44ot499130draiqmpKeTm5qK2thabNm3CRRddpFY7DTgoMj59/4cyoyadw8rfnng+aJqG0+lkvVjCgY/FYkFWVhavaPuKFcFVS0NlRYl/QHP43DA2L9O3l6QiNxkHzg6iY3gq1k0JIrqkX4+13W5nQxpLSkp44Z1CL5lIQVbgkT19+jQmJtQtKcCt/ep0OkV5o1oyPNgHwMJ7bonQUqTXtLq6mhfu6/V60d/fj+zsbJhMJvT29voNBfhruyYlJSEpicnlI4bq4OAgCgoKkJCQwDvGhz4j1enx4mj7CM6v4Ocse700GroZgzPBasKG6nxIIXTIlGcn4T0KcPa1AGnZYfz6+ETqmlOU32BVck9wJwXePt2Hr5xXpl4DgxBplILdN0AuKi4NsqY65OTxNRm4z6Hb7WYNBrfLhaGhIWRmZoY8USIU7tLa9tCDd5OXp6vTiSWleZrcknGXVOXh4b1nVPlJgdJ4Yj0Zt65SmdbEbGbz5s3YvHmz7PfEqGxtbQ24n6SkJFntl5MnT+L111/HwYMHccEFFwAA/vCHP2Dt2rU4ffo0qqqqsHfvXjQ0NKC9vZ0dRz3yyCPYsWMH7r//fqSlpeGZZ57BzMwMnn76adjtdtTU1ODMmTN49NFHsWvXrpjdT2FNd3R3d2Pnzp0oLCzE7t27MTk5iZUrV+Kyyy5DSUkJ3nrrLWzYsAHV1dV4/vnn1W7znCWUfFR/zoDy/XPDxCiZzperDcBVVBUOfLKzs3mKpCkpKZL5UpWVfnGUcGozrinPwnKf0eqKg7Bgcprm58rPxEeLQHklSgW+Yk1OTg7Ky8uRmZmJxYsXh6zCKmWsygnyhEO0DX92oklw2O7ubp4QUnIyv16kEqRUctva2tDc3IyRkRGRx5XUMeUyNeWfqKmvrxd9zxUfcUoIkbg4BsxHP74cF86XNj65g+xvX7LAp9Dq8275+omlS5ey90t1dbV4J7OYUEKCrWYTFuWngDKZoxZaSyATHUJohYbseeyER3Q6skAK/tww+O72VrS0tEjWjg5OdPsUvnczRgPVePCw+v4PLhLsj3qLlhiR8LaM9jmMt9StUBgfH8fY2Bj7T2ttjGeeeQY5OTlYunQpbrvtNt44+8CBA0hPT2eNVQC48MILkZ6ejg8++IBdp6amhjVWAWDTpk1wOBxsvfADBw5g/fr1vMn2TZs2oaurK6hBrSVheVhXrFiBr33ta/joo49QU1Mjuc709DReeuklPProo2hvb8dtt90WUUMN/J2akgnPSDysXLIFpWdIDlNWkjVg3qpQbXXhwoWS66Wnp6OqqgoTExOSA1wlkBp0rigPpsJDP7mhgUKCYxU6FCoURSE7Ozvse0eK5ubmiOqEco0ApbndaiEW12AQDoyFIlRKkMsXHhsbU2wAz5s3D+fOnWM/nz59Gjk5OXC73cjPz+cZrFLKmVxxEptMODDAH+CSwZJjipmcIPd2QkICamtrFbV7dkGF5GEFgEuq8nD8qAfuKNe2KSwshMPh8KmDv8cu9yoMqSXvtOipyPvvO1v+fJ4hQtO0SCV+aGiILdmlFLOZP2zT2tth0kNIsA7aEAy5SX7Z9SHfX4eHfPpXsFKIWkPmkWdjWRvhZOfdd9+Ne+65R5NjXX/99aioqEBBQQFOnDiBO++8E0ePHsW+ffsAAD09PZLlIvPy8tDT08Ouk5/Pj0zKzMyEzWbjrcMteQeA3aanp0e18oKhEpbBWl9fj9xcca07LomJibj22mtx7bXXor+/P+C6BsoIxesl7DyVvNQoiVlMi5XvVaF9Y0iTieINzE0mk2i23mw2s/mBgTxfKSkpYQ2gCTafKoQa0vBaQ05RrEN0AP9LzCkpAKLcm2/Ah/scnD59OiLjN1T8HtbAA4NQB8nBEBrmci+0nJwcWCwWNDc3A2A83MTLbTabMczJkezo6ccHH02gZnElG33BzVOXy18FAI/LP8vNDri9TBvHZ1wxe+HqBdIfKxW9I2rMbkEfH2wcEClmsxkLFixg2pBdCtcgk489PaUsjD/adbr5R6F4xovNZvN713zLwqlHHO13h1kH76oAj7puYCsrBFmPe0/4DUn17k+pqyWcII/VPUTTjJdVD2HmatHQ0MB7n2qZArRz507275qaGixcuBBr1qzB4cOHWZ0JqWvLVP7gTvqEvo5fDyd21y6sboD7klLywtP6pTZX8L90lRifzP8TAdQ2xduIZzHtgvIOZIbMRFG80AepmPpolTsgA1eiHKpnhDnBeuBYx6hoWbx4WLUiklBebt52tFE6Y6/2S0c4IRWofEhGRobk8n//8xu8z//7xiF85bfvYu9HjJpzz+gMLnvkHeZ4lHz9yb6+PvS0NsI12A6aptnBktMXgTE85UJmZmbwHzVLoSgiAMTAzTuWg/SxH57lC2EprYOsBiarfyCYkOAPFZ6cnOSFmnPxRxpp2TI/Zov/nSd8xkpLSzUJ/dS6j+Z6xWI1WLXJRHfoCTa8N8h6XCeCmh7WQPdWrCeeuX31bPOypqamIi0tjf0XTc2KVatWwWq1orGxEQAzDpeqJd/f3896SAsKClhPKmF4eBgulyvgOmRcI/TORpOI563y8/PxjW98A++9917wlQ0iI4SQYGGugJLuiv8yYv7mDgwAwOLLYzNRFC8MUErtVy4xXG3afQJGmUniHDu9oSdDcNLJTGYszBcbF8qnRuIPbt40F26OtStAPcVgRKp8HQlKUgG0qEUp9BQFm6yS8vCe5kw4ZSfbQIGG2wuc6WTqTbYM+CdHv7a2XHbf7e3toCjA63LAPdrLeme8vvCQovxcXUQ4xBJhqSM5g49gNZtAma3oHXfwomGifR4pQTis1+vFqVOncPLkSclJJqFavtaYLWZYs0tgzWZEnrhH5U7UkNOmpA6uGP9evY5JzY2RJQV+bYlYPTVlWf5xSPTCu0Mj1EeBgrr3pz8CT0p0SXzsaML1qOr1+sUj9fX1cLlcrNjk2rVrMTo6io8++ohd58MPP8To6Cgrgrt27VqcOHGCN1G5d+9e2O12Nhps7dq12L9/P+89sXfvXhQVFYlChaNJxAbrs88+i9HRUVx22WVYtGgRHnzwwTCFBAyCQQfIURASjqiP0MMq1fE5ncxA3mzii9MIxWtKSkoiCvMNhTXzGGGNuAgJZicdYj9gLkxnFFqlXpahhJLHG+np6Vi2bJlouclkYj2FLS0tqh0vmsJLSUnJQY8ZSThseXk57HY7Fi1axMvdGR4eZv9WMgNbUFAgUnSmaYD2uPGXb5yPD26/GOeXM881+SXk+a4uTMM9Vy2V3C8JTWZFhWYm2MFSum8+K8ppmLpEaCgFy7Vm1Jhp2C0UTxwv+v0DO8IHwG+3lIAURQHWrJKoeXVoGjBZE3jeYC5mG9PnEiNTLtogEC6nP7LJNdyt+eSn3eofJsbqdcAth+LS6QPsV90PvB631CClcJtIifV4gxtWHqtasLFmYmICdXV1bH3VlpYW1NXVsVUOhoaGUFdXxyrxnz59GnV1dayns7m5Gbt378Ynn3yC1tZWvPbaa7jmmmtQW1uLdevWAQCWLFmCK664Ajt37sTBgwdx8OBB7Ny5E5/97GdRVVUFANi4cSOqq6uxfft2HDlyBG+88QZuu+027Ny5k+3br7vuOtjtduzYsQMnTpzAiy++iAceeCCmCsGACgbr1q1b8cILL6Crqwvf/va38eyzz2LevHn47Gc/iz179kRddGQ2w9bGVBISLPwcQt4rfy/8zsVfn9O/TGpwnJiYKDmw1QJrHOWwCnOYYomSsjaz0F4FIK1463Q62UGvmqVulOYJqgFbX5MWl/ghyIknKSE7Oxs1NTVITU1FoiBdAGAM0ZKSEsX74uKlabgGzmFmehInTpwQ3Z/k+bYGqOVHFBO5a7D5U25mss09h2b4pcaGFCB57QKRbLcAPtEgWgchor2dbaJnVMpgNZkomGwJUQsJFiJ8N3ocvhxs32kbHRWnYyjYaYStCo1AueLRa4P/PnPr9D0f6pNAcUZyahhx/rI2YoQSItF+bM2GhxWffPIJamtrWaG/Xbt2oba2FnfddRcA4OWXX0ZtbS2uvPJKAMC2bdtQW1uL3/72twCYMcsbb7yBTZs2oaqqCrfccgs2btyIf/3rX7x3+jPPPINly5Zh48aN2LhxI5YvX47//u//Zr83m8149dVXkZCQgHXr1uHLX/4yPv/5z+Phhx9m10lPT8e+ffvQ0dGBNWvW4Oabb8auXbuwa9cuzc9TICKqw8olOzsbt956K2699VY88cQT+OEPf4jXXnsNOTk5uOmmm3DHHXfIStQbKCMUlWBhrxVOuAoo8bsxOY0pIeOXKfeiqalJdj9ahB8KIS9UqTIYukNHIcGBVA29AV5+s5WSkhJeaZbx8fGQ719uTVhCOMIq4UKu1/i0Cw63FxUVFTxvcWVlZcilf0IhlH3b7XYsXLgQY2NjbN4NTdNob2lGdmkGO8iiaRp9o1No7GMMFJtZ/q48e/YsAIDidJJmEwWPxwPnNBP22tgfvQkEvSJ8FwczPE0UQHs9oE1U1LQJCDyjj6j+etw4ffo0li71e9rdbreobSbfpGu0ohyEhxEeVahhwE09cLvdOHr0KLKysgJGQZgFBuT4YB8A7SaFucZirHIhuQaPXiemWdGlYB5Wzt+s51PN21PiEukph3VvfS++tFrZpOZs4pJLLgnYD+3YsQM7duyQ/b60tBTvvPNO0ONkZWXhf/7nfwKuU1ZWhldeeSXgOsuWLcP+/fuDHi+aqDZy6enpwS9/+UssWbIEd9xxB66++mq88cYbeOyxx/Diiy/i85//vFqHmrPQtHJrJ9IQEMpnsQofL6eHfM/sv7+/n1cHihCJFydULL4X+InOMGarowyZSY11iA7TBuZ/qdndsZm55Y1asGCBSA6+vb095P0MDAyIlkV3gO8LlaSBTY/vR7cgNTE9PV3To4da3zUtLQ0lJSWw2+1+rz750veMTDjcuOjO/8WD/zgFQJnHx8oxnJ2To6irq2MNXTcsuvXSRAO5dI9AkLqnNE1HlN8dKl4vjS/8+gNc94cPfQt8Id/wv38IQ0NDou1TfSG30VMJVnYcqbNPlLOHhoYCDmxTM/iRCRMj/ZpGsmVwtCFyU6MnKMOFe7/mpSXEpA3BYCeAgxiH3GEcFeAdHCqB7pnRaf4zG+3hh4VjsP7fJ6G/Vw0MABU8rHv27MFTTz2Ff/7zn6iursZ3vvMdfPWrX+XlZqxcuXKO1rtTl1CEcMTBvaH1UBR8M+qCPnDGxVisw1OM10gqdDI3NzfkgWsk9I4yYVbl2dE7Zrjoyfwj94SUTZpoZSYczg0GFmOZLUjlkk1PT2NgYAAZGRlBxVGIJHxRURE6OzsBMMbb5ORkVD2sKRzbeIa2oKF7AvN9tpsWk0g1NTU4ceIE+zlc4zwlJUUkSEZMzv5xByanJpGYDszLTsZXziuV3U9qairGx8dx4YJs1HeNwkvTWJQ0A8CG+XlMTj1ltsLh9rITXbMZpQZUMA+k22ekegF4PB5kZGTA4/ForojZMTyNuvYR9jPN1gVj/uMqcvf09IjEvDKzcwEMQSJaWBNEHlbBZ2tyBoBxybcx913q9Xpln9fxYf6kGAVKMhxaLVLsFrzy/30Kg5NOnFeeqdlxgvHMjRegrn0E29fOi1kbAsEKKAVZj/tMKlUWVkKg8eG3Lp6Pn7x0QuKb6EBRFH762Wrc90pDzNpgEP9EbLB+/etfx7Zt2/D+++/jvPPOk1xn/vz5+PGPfxzpoeY8oYQER5xbJKNeRzrYtARmYMoVXiKUlZVFduwQqcj1Cc1E9ajhoScxo0AKhWTGd2lRmui72cKCBQvQ3NzMG+QSI5Nw7tw5DA0NYdGiRbL76e/vR0dHBxYuXMiey9zcXAwODgIILUw2UqwmnwffYofJngzKZAJFUaBpWlJoKuLjCQzUhITwvB8mkwleQX43uT9JOZrcVDveuu2SoPsBgOWLK/GDJBvv3rb5DFTKatdtWGE0kJq8HBgY4IkpCRkbHQHATG4lJiaitFR+0kBN5Axuud7z0KFDvLrHLl/OqF5KaZhtYgOfpmlRZEbACQTBV9F4k9QUaxuZoYR1lTlYVxm9MkqhQp4r5WVt/Mu0jgAQlgCLRYhwfhpz7+vjSTSIRyI2WLu7u4PmpiYmJuLuu++O9FBzHtKpKTF2RDLmYfRPlNki6lxI4ficlNiEBkmhpnCB1vhDgmPcEARWKNRT+R2tyMjIQG1tLc+gnD9/Po4fP85bTyrknQvJW21paWE9TiaTCRaLBU6nE+fOnUN6enpUDFeK3F/JzACTpmmsrF0Z0GMTCcLfFO5EDFdZmOzDlpgMYABOnyqoklBgj4eJADGbzaJBv9lEwZyYAspk1q3SaKwIJgw2zSl7IxTL0hLZjIQAt9n09DT7d1ISIy4VqxxWkWihRxy6S9O0KPc9pPZS0VUiN5BGaQ4ruz4oVsFcjcsXaDLcrIMXOWskG7eqQZhEPIJKTU3lheUQBgcHo5rHOBeIJCRYKSSUlwIF2uMWdaRmOzMAsAQQPok2mggXaEQo11BrAnlYiWdDD7m2WiI0uGw2GxYvXixajyvGxIUbiufxeFiDiaZpNhTY4/GoWiYnEGzWOWXytcNvPGvFwoULI94Hk8PK/E1uOVsC09e4fOfUNSh9DbiQ6yH17qEoCokZTJ5yXAi0qYCkSrDEIx2svIqLE9YeTdtIbhIyUK/kcPjLvth8Hs3mKAltBQvBdk4yNZqDqewHMkDFNTUpw2DVAUon67hXimyh5uWTVgkW3TRRxz9MM+5Vg/CI2GCV6ygdDodk6QiD8PmwRSwqIYew8wxdcp1B2LkMuZgQQIuMizAWoa5qChdoDR2Cl1xrAtWNY1PFdNDOaCOVf01UbIVwDVmPx8MaqUJ1YanQeS0QChdFY3CQlpaG1atX80Ixw0FYliElIxu23HloHWC8e7RrJug+uB5WKZxeZu/tQ3MjN1spUpPOXCycUkLR7GflxheBeiVyDwB+AZyhyejkkQfLYTUnkglhP1NT4nuR5MFLIfXbDYM19vgngAOvx52Y8+ewqiC6FGAfekjXn3sjCQO1CXva/Ve/+hUAZkD7xz/+ESkpKex3Ho8H+/fvl/RUGIRPWWYSjneOYXQmuEpjuHYGMVAo/4iXh91igjklC/3jDkihtQiHFH51Pv0TUmkijfGHMMnnsOqhnbFg0aJFOHPmDG8ZEVYieL1enkopAFatU0p8yOVywWKxaDoJQNM0Ll+ci3d6/R7WeMFf45nCokWLYG05C5gsbP5V37hyg1Uq/Lq6uhoUxRRh984R9Wspwrn7uCq00Tx1cscK9BtaW1vZvyt9QltJtuhEe4nL2PCxJorLZAn7GYBRCialbVwuFzo7O5GXl8ekX4kVFQ2DVQcoD/Qik9bcyXYVGhAgjccsTN1Q4XChEmrItIGBkLAN1sceewwA01H+9re/5c1o22w2lJeXswVvDdSBzKBVFwYXwhF1SCEOkuUEBMjgsSBdP9Ly/hzWmDZDEWxnrQPPZUAPK81fZ66RmpqK1atXY2RkhC03IcwDPXLkiOz2JpMJubm5PIP22LFjSEtLUyWEVg6apvHdSxfAfNSBt8+Ox8UzQbBn5gFjbaAo37k2UaAoii2ttLI0kyeq43a7RaHOch7WnJwcJCYmYnFBKk71xNd5iQS1fqabU8ommh5W4bEsqTlwjw8o7j8TfGrn0WpyMMPRbPVN6IbQr7a0tGB8fByDg4NYvXq1lL0KmqbR1dWFvr4+LFmyJCYTx3MdpYq//kgSKuCksZroIYcVMmNKAwOlhG2wkpysSy+9FHv27EFmZuzkzucKwpC5QKinEsxf7PHSoECxZU+EBFKa1IpAuZh6wysI2YwlgUOp57aHlcB9jo4ePYri4mLk5+fL5rQSzGazyGAFgLGxMdXb2N7ejqSkJKSlpbE5nJSKoWbRwpzICEWRyTLyGzy+30TuxfHxcTQ1NcHr9aKiogJZWVkAGCOX9AFmsxkWi4X1DBJV23g8L2oTzrshVv2AsFoLZWHSjJS2J9opDSIPq3CByQxbbjkqF9cAzm5F+xSJvgnTfXwTPN3dzP46Ozsxf/78EFptoAYyQWny61OBJ41Dxa+PISG6JAg4iWWqTzyM0wz0ScSR7W+99RYyMzMxMDCgyWDMwE8ozjmpWVglcDsykzVBNLCjaRqgxDLpBGEdvGjADkLjoB8kTdSD51KJhzUW8vd6gvtypWmaNVTlcloJVqs1aA6/0+lEf39/yDUUaZrGqVOn0N7ejp6eHvT19aG1tRWHDx9mDTQSAhYPz4QQcseRLmbG5RNS8v2mM2fOsOeMm3vJzV00m81sX1RUVMSGCMdTNIbWLFiwQPG6Fqt/bjuWHlYiJhZq9xmtCYqgp4amQZktsjnWZHkgg0Lq3c4NKx4eHlbQUgO1IdfshRZTwJxpKdElIHJDLpCyvx7GG3GkjWmgUyIyWEdGRvCd73wHOTk5yM/PR2ZmJgoKCnDnnXdKCgkYRIZQUCUQkXZQFEUBJpPoBcwM9CjZEUM0a06yx4wj9Tk9lYtRksOqh3bGknAHERRFBVVJP3nyJNra2tDV1RXSvkdGRjA5OYm+vj5ZcRb/JI7+nwmCP2+agtVqZZ8VV2a5b7l4G64irFAhOCcnB0uXLkVhYSG7Dume4um8REKg3xlMGZhLXi6jrmyyJUbV2He4pSdzPArLEqlZNiQcRBO+vv/l+lUSocTVBOHidrvZbc1JaQH3ZRBdspKZCcohB4VXj/fIrscdx6Uk+CeCBia0EwazCyLiYpLD6vt/jnS9BhoQdkjw0NAQ1q5di87OTlx//fVYsmQJaJrGyZMn8cQTT2Dfvn147733cPToUXz44Ye45ZZb1Gz3nIR9zqNQh9UXlCcyAT1eGpTVDhPlEW8UK4inMA4qVYQy6aA1pgCe6bmew0qQGzgK4YafcjGZTCIP6vj4OGw2G7t+b28vSkpKFLdJ6jii4/piwOJpbOClaVgzi1BcVoakpCR2MEeMbymDlXsupPJXExL4ufZsbn48nRgNKSsrQ1tbW9CyR6QboCy2mKoEE6Voq0WvJfOUnRu5btXERkYo2A+l13MwN7nv8zV488E3AQCTDvk+mjtpYefcx5GW2go0YV+kA82ReBLHNNAnYRusu3fvhs1mQ3NzM6/oO/lu48aN2L59O/bu3csqChtERig5rOFCBoBy3jeapmGyJSK7IBNWqxUuV3DFYq2JKw+r7389GIKBcljJdY+Bw1xXSKn9jo6OipYtX74cra2tGBoaYvMlAWD+/PloamrirSulChoKSkKI49Ewo2nAZE9Cpi8ntbaUr4sgqiUogPRFgaI84qmviAbk/hYa9kJY0SWaBh3FiUHRVfJdW6vCOuDRHiQHK2vDFdyRgrR3YmIC586dw7x583jfOxwOdkvKJG2wGuUEY0NxRiKuPa8Ez37cAVeACAD/PcFcyRS7BRMON1wy0QRqIOw7YzH8YA8ZTy8lA10R9nD0pZdewsMPPywyVgGgoKAAv/zlL/HCCy9g165duOGGGyJqpAEfJcaOuLi4Mqanp/3rU2IPK/G8JaWmIzs7W+FetYW8/OMhL42OxqyDQvw5rFIGK38dAz9CA9RsNoOiKFRUVGD16tXIy8vjfac2wQSfAL+HNR5qExOEedPcMZY1u1T2XiS1bwcHB5ntA92zcRSNoQZSV1/q9ATz6A35zq1neizKHlb+Z2KkKe2Xot17iUSXRJ/9S1atWiXenvODBwYGRNfl1KlTfmOXNVj5v5I8DwbRx+rrd10KvKXkFiaTL0q2CYQ/3Uh811t0oJ5oDCUMIiVsD2t3dzeWLl0q+31NTQ1MJhPuvvvucA9hICCUvMLIDQ3pDHlunpleUFqwWw949WOvstdwYMKJB/9xCiYKuHJ5IZYWpXPuNT20VL8sXLgwoDK22ucvmNgTwUTFo+gS36vPFXYzWe0wU/6BeElJCWu4u1wuWK1WVmwmkPFlku7W5ixKc525/X00z52oXSZmyCJUPV26dCl6e3sxMDDALsvNzeXsSKsW8lH8vFHSfYPQ2JQ0Pkl4tskMS0q2Lt4lBgzE+Nx3sg+9406sKM3ADReV89YR3tPEyG3un8TCfHGdXqX4VYLFCMdrsRBTNESXDCIlbA9rTk4Or0C3kJaWFp6nwSByQitrI/wcWgfl71z43YuHNVj5oXdJSUlYtGhRSMdQi2jVMlMDPYUEJ9uZGfrRaRd++04zfv12M37y0gkA+jKsY02gSIJgoZRqi5Ap8a4C8ZkvJPaw8u++xFR/iDA3smd6ehqHDx9mPwfyavtVguPpzKgL97QqzZnkbuOO0BMUCsKoGYqoPQvujYSEBBQVFbGfV65cibKysqh7daRSaPifmf9Js4Qhv8J7t6GhQf5gJjNgthieKx2Rk8LUv23qn8SeI524++V6DEw4eOsIDcu+ceb7pj5B+SIVkavqEE3iMU3FQF+EPZq64oor8OMf/1hyBtDhcOCnP/0prrjiiogaZ8CHGI/KytpEqBJMjimTgyPsAJcsWYLU1PBnByMhngbndAhecq2pLkzDfZ9bim9+qgJXLmeUVEenmFw1mjMxMdeRSnsgBBer0f4EJiYmipaZWXXUeHgqGIT3nPDUmdJyMX/+fKxYscL3PbPCuXPneOuRtAYpAgmNzUXIOQyWF03Wo0xmtA1FrwKAcMKUMlthsiUiKVE8UWS1WpGVlYXs7GyR4Re1sjbBvhesIOw/JicneZ+lrgv3WlAUNedLj+mJa88rwVfme3DHFYtg83lOpxwCgUpB6O7mmgLe53AJNLYQjtdiMv4w9AMMIiTskOB7770Xa9aswcKFC/Gd73wHixcvBsDMCP7617+Gw+HAX/7yF9UaaiBO1g9EuDms3A0oihKXtfH6Q0X1Ei4aT14TfZW1obB9bTkA4HDbMF491g2Xb4Bk5LD6SUxMxKJFi0DTNBobG3nfBfOgKn1GSFhrOCxatAgTExM4ffq06Lhx8EiweAXPhvDeqy5KQ2am38sqZ4wHqi8aT9EYqiDxM7kGTijlj5KsZkx7TfBEUSxAqlnWrGIsXrIUJZmJmJiYQFJSEvtdRUUFb91oG3PBTqNfIZbi/Q/B8kCwa5hMAEXp4l1iwJBst+CifBpb1pXjN++0wDntFan/Cj2sGUlMv69ln6Sn9/hc6XoN1Cdsg7WkpAQHDhzAzTffjDvvvJMzu0Nhw4YNePLJJ1FWVqZaQw2C13DjolIGq7isjQ49b/HkNWG95DqbFSezwS430z4jh5WPVPTA8uXLg26n9PydOHECtbW1AdchZVsAwG63s9EtZrNZVFPT//zGwUPhgxbcc8JBllAZNjk5WeSRWrBggaKc4ngQaIsGZMIlkFDP+DgTqpiXZkf7tC2gAqrayPXpZhMzYao0qida7wZR3VWZ48r1CoWFhaKIAdG2bASCSfbpPnToEFasWBE0AsRAO4IJMPmvozp9UqDxocjDGtmhwkIuas/AQCkR9WYVFRX4xz/+geHhYdbzUFlZiSxfWQIDlQkphzWyEBCKYgaQcjk4JorC1FT0QsMCEag8i95o6BoDoA8PKxebhXm5Dk85ceeeY2jqmwCgr4kJPVBeXo7W1lakp6cr8ogKPbBLly7FzMwMmpubecuVlKrhhroWFhay3kYpozgePawTvtqF5NcInddWgdJOZWUljh49ylsmNNyFGGVt5Pser9crGTFAyjBZTCaYk9LYKIxoINenK83Ji7rQSzAPqyBsc2Jigve9VHh/wP25XQCk+6HTp09jZmYGdrsdNTU1Ie3XIHJsvgm2Yx0jWFLon0QTjqlMao1fBBoAXMw6GHDEU+qWgT5RRREkMzMT559/Ps4//3zDWNWQkHJYVeifvDMTvM7lQPMgnv6gFQBT14sbihVL9BTuEoxJJ+Mli6aXQgkZiVZQFOBwe/HsR+34uJVRXE1PDC9MdbaSnZ2N6urqgGGnXCRLDITh9RCG/JpMJvaf9HGZ/+PJk0jaKidMlmDl5yUKz6OS/iieSmCpQbCfyb1/iCdVDosZACj0jM5E3C6lyLXfbtFngehAZWyk4EYDLFy4EMnJyUGPwTdIaNl3/cwMc50cDof0CgaaQibgXjrSxVvuDwnmR5Jo2SelJAjeOTEYMvk9rHOk8xWwf/9+bN26FUVFRaAoCi+99BLv+z179mDTpk3IyckBRVGoq6uT3RdN09i8ebPkfsrLy9mUPfLvjjvu4K3T1taGrVu3Ijk5GTk5ObjllltEUTbHjx/H+vXrkZiYiOLiYuzevTvm1y4sD+tNN92EH//4xygtLQ267vPPPw+3243rr78+nEMZcAhWdJyLcI1QQ1ClPDQvHvErlJZnJ+kmXDSePKyZSVb0jjlQmZcS66bwyEtLwB+2r8GpnjF2mc1iwudWFsewVfokFC+IVI5aqMrBMzMzrJdLbr+i4/r+jydPos1igtPtZY0RocF62RKx6jw3LLi8vDzoMcipj/WLN5Zwzyr3Purt7cXU1BSmpqYwf/580T3WM+oAUii4o2jty/XpGUk2RdtHe5AcNIdV8A7ntitQKDsPCjAnMetStkT2OpnNZl7agEFs2bGuAr96o1EUKSLUsfCnNEV2jwZyaJhNFJYWpaG+a0z8ZZTQyXAxZkxOTmLFihX4+te/ji996UuS369btw7XXHMNdu7cGXBfjz/+eMAxwO7du3n7SEnxjzc9Hg+uvPJK5Obm4r333sPg4CBuuOEG0DSNJ554AgAwNjaGDRs24NJLL8XHH3+MM2fOYMeOHUhOTsYPfvCDUH+6aoRlsObm5qKmpgYXXXQRrrrqKqxZswZFRUVISEjA8PAwGhoa8N577+G5555DcXExfv/736vd7jmJ3/MQfN1IjUn/1v5O1OlmQsGuWV2CL9QWY2wsdp0fl3gKfyRjPT16CC6vzsfl1fKKuAahI2Wchvps1tfXK1qPu994yusmkAEbCffk9nOLC1KRlypWhq2srMT09LTiXEajtAIf7j0zPj7OellHR0dF4dWVeck4Nk1F9eTF+8SCbA5rBK9nSmbHFovFMFh1xOICpk8iuhAEkfK1717QWswsLcEfLRWTOqw60+2INps3b8bmzZtlv9++fTsABCwXCgBHjx7Fo48+io8//hiFhYWS66SmpqKgoEDyu71796KhoQHt7e1sKbBHHnkEO3bswP3334+0tDQ888wzmJmZwdNPP82mFJw5cwaPPvoodu3aFfIYpqmpCc3Nzbj44ouRmJgImqbDslHCGjXfd999aGxsxMUXX4zf/va3uPDCC1FWVoa8vDxUVVXha1/7Gs6ePYs//vGPOHDgAJYtWxbOYQwEeIVTcwEQGbWh5rD6/ue+F0kY67KSdFAUhfT0dJSWlqKqqiq0natMfKkEE9Gqud15z1UsFotsvmoog3Op+q/EaLNarXGphksGbCTfysTpxCxm6efFYrGEVE5Lrr70bEXq+nMHCnKDBhJOyiXZxsxvO3UguqSYKOewBruv/KJ7oUPChSkAnmkSvu03AwLVHzaIPiTnXqgSTBB6WCMWXQqicWKN8SS5/50U02aozvj4OMbGxth/WobgT01N4dprr8WTTz4pa5ACwC9+8QtkZ2dj5cqVuP/++3nhvgcOHEBNTQ2vbvWmTZvgcDhw6NAhdp3169fDbrfz1unq6gpqUHMZHBzE5ZdfjkWLFmHLli3o7u4GANx4441heWrDvoPz8vJw55134ujRoxgcHMThw4fx/vvv4/Tp0xgeHsbf/vY3bNy4MdzdG0gRiuhSxHVYxQnypOPlip/k5eXxwg1iAenw24f8ojTvNQ7gb4c65DaJGeSlZIgZzT1MJhPMZrOsERmofqgQKYO1vLwcWVlZqKqqYgcHJCoiHvCXtRGrBAsFl8LFX3dUld3NWkZGRti/Sf9uMZtAmcyyqqdaEG+5xmPTbt5nuTrmoZKbmwubTToMmryr9SKCaMBAVM3r2kd4y4X3gFo1s9nNZSahrCbuRFVEhwqLeExTUUJ1dTXS09PZfz//+c81O9att96Kiy66CJ/73Odk1/ne976H5557Dm+99Ra++93v4vHHH8fNN9/Mft/T0yOqLZ+ZmQmbzYaenh7Zdchnso7S9losFrS1tfE0Jr7yla/g9ddfV7wfgiqa5xkZGUHVGQ0iJ6SyNoJ1Qu6fJGbDjvo6XrUGj2ox5RQOEmh89U8fAgCqC9NQXaQwNygK+MvFxLghBlGHeAK5s5Y5OTkYGBgAwKh6BittEwiLxYKsrCzYbDb2uf1/x7qxa2NsIyCUwB2skXGVjdPPJFrV8R6Zouxx0ztyHlbu5AlRsiUD8LdO9eGm9Yzo2N/rOvG3Qx144AvLUJqlvghfpIP4aIeAewQHEosw+Qix/8/MzITdbsfw8DCKMxNhsoWmJkwUoJ1Op25SeWY7ZMJN2HeJa/Eyn7WOEKsqSMUbp/pgNlGYlx0DwcxZ6mFtaGhAcbFf64P7fleTl19+GW+++SaOHDkScL1bb72V/Xv58uXIzMzE1VdfzXpdAel+XximK1xHWHZOCXv37sU///lPlJSU8JYvXLgwaPkuKfRleRgEhL1honQ8S3oebzZsQS4z0z4yJV+zLxak+nIzslOYGWiuKEjfePQULZXg9Rr1Tec63HI4XOE6Eio8OjqK8fFxtLW1SXpdlSixJ/nCN4szQhvYxgquJ40M9BYXpGLHReW4pCoX375EmSpzMOIpfUANpH6lnOgSF3Ivut3+ycAJB5MfyS0p873n6vBu4wCeeLMx4rZKEXFEcJS7WYvScju+qyAVKVFaWors7GzetbFarayHNTvZDlDM0I2iKEUDgiNHjmBmZgYnTpxAX19fWINFg9Ao8vW9NmEoriBSTrWQYPD3K+SHm6qw99aL8eGPLkNhevTfC1JRe7OB1NRUpKWlsf+0MljffPNNNDc3IyMjAxaLhVXJ/9KXvoRLLrlEdrsLL7wQAJNHCgAFBQUiL+nw8DBcLhfrRZVap6+vDwBEntdATE5OSqr3DwwMhHWejKrScYRwZi4QIg9rqDmsFECZ+LcHGeQVpItfsrHEbmVeCKR90QxZCxW5kh0Gc4vly5eDpmmRKNPExAT7YgGA/v5+0bYVFRVB9796Xib+6/0W2fwpvcE1IEnuqslE4Z6rlqp6HPa5m22jJo3ghpmuXZCNj496JI39bo1K3cT7vIK4jjn/s81mQ3V1NS//NC+PUcMuLi5GT08PkpKSeIatxQyYk9LZz0rfJFzxtsHBQVRWVir9GQZhQCJEhOMRoZqvWnVYg0UjUBSFRfnK8/21Ip50FfTEHXfcgRtvvJG3bNmyZXjsscewdetW2e2IR5YINK1duxb3338/uru72WV79+6F3W7H6tWr2XV+9KMfwel0shNle/fuRVFRkSI1fsLFF1+Mv/zlL7jvvvsAMPeg1+vFQw89hEsvvVTxfgiGwRpHBEuq56KGQUR73bwBg1AURS+wM5S+94JQlU9PkPNp5LDObbheVi5SBmpY+/eFb+p58oYLVyFTy2cjnkpgaQbn/AYrscQVELH57impvGizZhct0pBgzp7CVKYMhaBlbXz/c5shVybLarWKSgfW1tZiasYB00sD7DKdvY4NfFgtgftgYR1Wtbokvd4Pem1XtBBORre0tKCurg5ZWVkoKyvD0NAQ2tra0NXF1O0lddcLCgp4/4SUlZWxk9gHDhzAwYMHcemllyI9PR0ff/wxbr31Vlx11VUoKysDAGzcuBHV1dXYvn07HnroIQwNDeG2227Dzp072dJa1113He69917s2LEDP/rRj9DY2IgHHngAd911V0h96EMPPYRLLrkEn3zyCZxOJ26//XbU19djaGgI77//fsjn0AgJjiMiy2ENrbegQIF2zfCGCyQ/R7vBSXgIZyj/dbKX/e6p91tx557j+PXbTWw4biwhbTQ8rAYEbmgMyReUI5AyIBeiCHmkbSQuZrS5TdTy2SAv2/bhuSFQE+ml54ovkfwnl4RKsNJQ2FCJg1s3IHLND/dsmUwmJCcm+BVXPS5/zrdAlElJJIaBdlhZDyuNH714HP/+t2P4978dEz0/pE96IUKRyGAhwbHGL7o0N/nkk09QW1vL6lTs2rULtbW1uOuuuwAwOaq1tbW48sorAQDbtm1DbW0tfvvb3yo+ht1ux/PPP49LLrkE1dXVuOuuu7Bz5048++yz7DpmsxmvvvoqEhISsG7dOnz5y1/G5z//eTz88MPsOunp6di3bx86OjqwZs0a3Hzzzdi1axd27doV0m+urq7GsWPHcP7552PDhg2YnJzEF7/4RRw5cgQLFoSe5mN4WOOIUJKeIxUpoSgANNA35g/1Igaf3gxW4vElxuDPXm1gv3vnjN9jdUFFNlbPy4xu4wQYoksGQrheLK78vBRy3hghCRb/83+geRAXVeaE17gowfV4atm/DE0y57dvTLvSA3pHeHYrKirQ0tIiuS63BFN6ejqAXhzvHEX5Ha/y1tPbO4HAfVfStA76XYESdjhQFIV/u3gB9tb3INWegvMqmGd93rx5aGtrg8PhYBXD5a6rgfaQMlAA8L8ftom+J7cAmeyZ7YYce8/P9h8qwyWXXBJw8njHjh3YsWNHSPsU7m/VqlU4ePBg0O3KysrwyiuvBFxn2bJl2L9/f0jtkaKgoAD33ntvxPsBVPCw9vb2Yvv27SgqKoLFYoHZbOb9M1CPUEKCM5L4s62hvh9bBycBswWpCf5Ol3hYTTobnLClKnznx+2bwazMS8EPNixCXirjwZpwuCW3jybC0h0Gcwc1PJ1K75tV8zLYvzuGlZfLiRVcg1XLR2NJIZPDJRJCmcPIlUvp6+vjef8Lc+Qn+7QScYm3sa2oZEfgj2Fzx+bFePO2S/C3my5ihdWSk5OxZMkSVFVVsd5wpREZBuqTaDPj8yv9tS5T7BYsKxbnHm9ZxuQRRtrv0TofW8xxe3VO8tRTT+Gvf/2raPlf//pX/PnPfw55fxG/tXfs2IHDhw/jpz/9Kf72t79hz549vH964Ne//jUqKiqQkJCA1atX49133411k8IilJBgILJZ78UFqaAoE0+5jqRi6C+HlfmfDHqJ0MzTXz8P/99lC1Hoe6G79FCT0shhNRCQnJyseF253FchdosZVyxlBqvxILzErYuqZUgwMaziJbc3UqRqHgoHtHID3Pb2dt69WZwlX287LVHZfRkqkc7x8HJYI9tVWAjPP61yhA1RCgX8dZ65ddGLi4tlVcW9CosRe71eTE5ORtbQOcrFi3LZv9MTrajhGKzk5iR6A5GnLOnbFGRDguM9zt9AMQ8++CBycsTRXXl5eXjggQdC3l/EIcHvvfce3n33XaxcuTLSXWnC888/j+9///v49a9/jXXr1uF3v/sdNm/ejIaGBjYJOV7wl7VR9rYzUxQ8CO8FaaIomOxJPDEUj+8Fp7fwL3/hbeYzGYwSlT6bjgRojBzWuYfdbofD4ZAdONrtdkUDQpvNxhuMBsOio/s+GDyVYA2fDRsnr8yAgVu6RgjX+2oJUH9bq0GolME9G1DrDqcoih17yU08lJSUYGhoSLS8t7eXVQkNxNGjR+H1epGRkRFW3tlchluz3mYxsWMRQCy6JKzhGy56HVkYHta5x7lz5yRz6Un6QqhEbLCWlpbqesbk0UcfxTe/+U1WDvrxxx/HP//5T/zmN7/Bz3/+c9H6DoeDl1M2Pj4OgHmpu1yu6DRahiPtowAAj1dZW8wmAEzpPNBeWtE2ZPBCAaAsNjhd/mORUFva64n5ueDi9TA/0u3xYsbh9HuFaaadJEekuW8cLpd8Lh/5TVr+NjIw9+jgfoo20Ti/eqSyshJTU1NITU2V/O15eXlsjTM5TCYTFi9eHPDcCc+vT6QSdW3DeCnRgtrSdFjMJhzvGMVFC7KRaFMnZcPt8eLdpkGMTvvbRlEU1i3IQk6KslprDs7v8rhd8GpktJoo5vmr7xwN6z6Mt3tY8tVM898Fdrtd1mhtbGyEx+OBxWKB1yNv2Lrc6rwThOfX5ZI+ptJjcX+X0+kMaHSrgdvtEX3mtpX0/1qMJwJ5TCsrK3Hq1Cn2fLjdbkxPTytqA8mrHxgYiLtJ/mgjvH9N8F8Tiwng2Ktwu11wuUygvcw941E4RpM9NnvvRbYfrfD42ueN4Hfqqf8NNNFnwJCXl4djx46JSuEcPXqUTVsIhYgN1scffxx33HEHfve734VUnycaOJ1OHDp0CHfccQdv+caNG/HBBx9IbvPzn/9cMkH4jTfekHRtR5N0mxmjTgpnjtfB21YXdH2v1wwy3zYwOIDXXnst6Dbnzp2Dy+VCS7cZSM/C7ldP4dG9J3HTYg/ODjC3y0cfHsTgyUh+ibq0jgOABZNTU3jqhX+A3NbvvvkvWExgfgsofHLiNEongjd83759mrXVSzNte/PNN5CqTRSd7tHy/MYrXLl7gKmZNjY2xnpeLRYLK3cfDHJ++3pMAEz4+9Fu/P1oN7LtNCwmoHeawsUFXnypQh3P6yf9FP67SWz8Lkr34jvVyo7RNgGQ5/Yf//iHKu2S4nAHBcAMz/S4ov5Qjni5h6en/O8AwsTEhOi3C+8/KUrOdUBuyNDY1IzXXI3hNlMEOb/vdTPXS4jSazfpAtj76vXXeQaDFhwZ4Lf3+PHjSOk75m/PJHM9Dh48gN568fZa4XQ6eR6NgwcPoqCgAMePHw+6LffeaG1tZWvCOhwOUBQlmwM9lyH3b/MYQO4/emYCp5vHQTLx3niDGQOMOpl1PB5vRH1S3SBz7w0NDUe0H60g47SpqamI26eH/ndgYCD4SnOcbdu24ZZbbkFqaiouvvhiAMA777yD733ve9i2bVvI+4vYYP3KV76CqakpLFiwAElJSaIcK6lQlGgxMDAAj8eD/Px83vL8/Hz09PRIbnPnnXfypJs7OztRXV2Nyy67DMXFxZq2NxjDWedw8mQDvvXFy5FgD/6S+OmRN+HwzYrn5ORgy5Y1Qbfp6elBV1cXHj5+EHZfusWEi0KLtQwAM2C+fuvlyErWz0vqeOcoHjvxIRISEnH+2hXAsQ8BAFd9dgsA4M2p4/j70W4sqpyPLRsXye7H5XJh37592LBhg+JcwVCgaRrfO8B0tBsu19c5jAZan9945vDhw+zfycnJqKqqQnNzM0ZHmagKq9WKZcuWBdyH8PzO6xrD4280YWzGjcNtIxhxmdgQ/z6kY8uWtaq0vX1/C9DUiPxUOxblp2B0xoVjHWNwW1OwZcunFO3j4Nkh4PgnAIAtW7ao0i4pXEe78Wr7ceTmZGHLlvNC3z7O7uGHTu4HHDO8ZampKdiyZR1vGff+k2NJzQr8+0dvSH5XMX8+tmyS71uVIjy/zrouvNB6QrSe0ntkdNqFH33yFgDgiiuu4IVoagF9vAd/bvQbqDXLlmHLmhL280On3gUc07ho7UWoLcvQtC1CDh8+DLfbjYMHD+LCCy+ExWJBTk4OMjMzkZKSIhtSLLw3VqxYAYqiUFdXB4CpDatXoZ9oI7x/vV4aJUe70Ts2g01L83GsYxTvv8Dcz5dffjmyk20YmHDgrkPvwAsqor6POtGDp84cQ1ZWJrZsOV+tn6QaR9pH8NiJj5CYlIQtWz4d1j701P92dnbG9PjxwM9+9jOcO3cOl112GZtv7/V68bWvfS02OayPP/54pLvQHGFnGqiAuN1u5ykjjo2NAWA8HLF+QK6/cB5eG6pHgt2mqC3cXFOzyaRom9TUVJ6QA4GimBd9TooN+RnKRWKigc33u2gAMDGz22VZ/smTvDRmRhiUsnNgtVo1udbcfGCbRseIB7Q6v/EM95mrrq6GyWSC3W5nl4dyzsi6K+dl4+lvZGNo0olV9+3j3X9kPTXw+jx4n1mSj59/cRkOtw3ji7/+AG6v8mNQvue2Kj9V03sjJYGZJHKF0DYp4uYelnjPURQlartUny/Ebvdv86nKHPz8i8vw5JtNeP6TdgDifUYCOb9ylQYUPwucqD2LxcrWJ9YKk6C9JpOZ11a2lIk1+uOJ4uJiDA8PM8e3WGCxWDAyMsLW2l21apXkuEh4b9TX12PJkiXsco/Ho7jc1lyB2z98+fx57PLOMX/ZMjIGsNs4Jb3MlrCrMJjNzPUwKRznRBsr5z6KtH166H+V9JlzHZvNhueffx733Xcfjh49isTERCxbtgzz5s0LvrEEEZ/xG264IdJdaEZOTg7MZrPIm9rX1yfyus5GwhFHkstHJgp2dov+ShWRd6zHS7M5QtzfTl4AwgF7tKGjJCxjEH+sXr1atIw7eAxWnzUQVo3jIP0iZ5TvfxNvuRKiVTLLZokfISqtUCraJ4SrDl9VkIrSrCRkpTATAFp1rTqWxwiL4cnY5d6VlJQgPz8fe/fulfze4XCw4b7BOHfuHPt3Q0MDCgsLUVRUFGALA8DfNwL+QH3uc+WhaZgilU3S6dCCvM9m2zNtEJxFixZh0aLII3BUmSLweDx46aWXcPLkSVAUherqalx11VUxr8Nqs9mwevVq7Nu3D1/4whfY5fv27cPnPve5GLYsOoRjFCUlJUkud3nFhqBeIL+zb9zBDkS5zbToxGD95Nww+zdllIE0CAJX/C0SD4ZUGOSpnnHMuDxIsEbeR3eOTPOOQ/4fn3HjmQ/PyW7H5ZDv2dA4YhMWE3OAYx2j+PMHrbjhonJtDxhjlA4O09LS2GgiOfgRO0ThlPns1UwlODK4r8BYKA4Lj0lqgetRqJIYFC0tLbDb7QENUG7fBADd3d2GwaoAi8T4ycyZUHzpSCeuWVMa1r7Jvaa/ERoDaRd5XxjMTnbt2oX77rsPycnJvPRKKR599NGQ9h2xwdrU1IQtW7ags7MTVVVVoGkaZ86cQWlpKV599dWYy6Dv2rUL27dvx5o1a7B27Vr8/ve/R1tbG2666aaYtisaDE2G7pWx2+1YvHgxbLntvOX/augFALQNTanSNjXJTvHngtZ3MoMu3uDK9yLWalCllJeO+HMeElUwFAxmN1wlxEhyxGxmEywmCm7BhM1T77fi25dE3j9/eJbRKSD7T/KpD0843Pjxi+L8w0CYTdparIXpfg/S7lca8NUL5+lyEi7aKAmv496DZJKQ/N/QHdjYDRc9GnaBCNbeBKsJMy6vYvXsaELTNCYnJ1ndkUAGqMfjkf3OQJ5sznUnk4UJnDD13+8/G7bBqnfI+8Gm9aykQUw5cuQIO3Y5fPiw7NglnDFNxAbrLbfcggULFuDgwYNsncHBwUF89atfxS233IJXX3010kNExFe+8hUMDg5i9+7d6O7uRk1NDV577bWwY6jjiU8tzMHbp/sBhHZzJCcngzLzBzDTLv2+oPJS/YNQMoPN9S7rJSTY6fP+3vipCs3FPwzin7S0NPT3h/78CjGZKNy1tRpvnerDpNODj1qYAWn/uCPIlsrISbWjc2Qa5dlMdEZpVhK+f/lCNHQpM2JO9oyhfYiZdddaxXVhfir+dMMafPPPnzBlJDxemE1za/JI6lbKzc3F4OBg0G1XlmbgeOcoLqnKBQB0DjPXrSJbX7oGBO5PjYXtKzwmqf+rxwnL/v5+ZGRkhL39zMyM4pDiuUplXgqeuLYWGUlWtqyYxWzCI9eswA/+ejSiWqxkU71mGyXbmd+blqi//FoD9XjrrbfYv99++21V9x2xwfrOO+/wjFUAyM7OxoMPPoh169YF2DJ63Hzzzbj55ptj3YyoU5Wfyhqss51F+Sk40zuBGV+tLz16WMlgpTjTEKgwCA4xVoHIDFYA+NracnxtbTkA4KF/nsJ/vtWsWogkyW+fxzFavn+58nyV3f+vAf/1fguA6KQcfGqhvzyZy+NVJSw63jEp9Gz/7aa1mHC4kZHERLUsyEsBEJtw23jD46XZSVOt68GGg81mi6ifcTgcmJmZweTkZMwrKuiZrSvEnut5vsm+SIYoen8CTWwOq95baqAGbrcbCQkJqKurQ01NjSr7jNhgtdvtGB8fFy2fmJgw6nPFGKtEgv9shfzWGSdjsHJzRUiOiNsTY4PVzXhYDe+qQahMTakXik9Ed9QaN5BBeLiCSVaLONRUS6wc48wV4z5Br1RWVkrWZrWYTayxCvi9OVqNQSPPYY3tm4/bfq7Ql9ZCaIGQy4cX6lcEqqYgBfd+sdlsyM3NDa+BcxBKxUn1cEXVtEbrfHcDfWGxWDBv3jxV0wciHjl/9rOfxbe+9S18+OGHoGkaNE3j4MGDuOmmm3DVVVep0UaDMLHE8KUYbYgR+MqxbgD8wTPxsJ7qEU+sRJPX6xm16lgOVgziE69XPVVbE2tkqORhJcrcYRoH3JymaPRZJhPFTmgd5gihzWWEOazp6emKtmMnP1RvkQ8VdxyTcTLnoFxNCZvG5XUCkZOTI7mcpmkMDAzwPodLR0dH2NvORdQw5sj10mtIMDHKY52aZRA9fvKTn+DOO+9k8+IjJWIP669+9SvccMMNWLt2LfvSc7vduOqqq/Af//EfETfQIHyGOS9IvXZialGSmYi69hEM+n5zcYZ/FrlnbAaAP+wmVmQn2zA46TRCEA1iCzubr87u/B7W8LZPtvtfQ9HK7SMCIK+d6Mbl1bO3xJmU0TEyJS6tIlVTMDExEdPTgRU9tfewRrZjPb32Jh3+orCxLA8nZ4i2tLTA7Xbz1gvXaFVzgm0uQCJLZvNpM1PqRvYY6J9f/epXaGpqQlFREebNm4fkZL7WweHDh0PaX8QGa0ZGBv7+97+jsbERp06dAk3TqK6uRmVlZaS7NoiQipzwhTD++LU1uPEvn6jYGm355dXL8aXVJfB4aJhNFC6Y78+pLsuKraFKICFhNcXKvBcGBgQ1QxtZD6tK7itPhB7WL64qRufwNKacHtxwUXTE8L6xrgL/9X4Lm387l3AqrEEbzFgF1PfWa0k08myFp4H7kTwn2cn6TJXiGqsAc00NwzM6qJnfqVfnhEknWiIG0ePzn/88KIpS7f2gSh1WAFi4cCEWLlyo1u4MVCDJ5r+8ofZhq+Zlsn9X5afidO84+7ceSbJZcGlVnuR3RMgl1v2kIetuEC5qGgQkjFMtW80bYY3mvNQE3Pd5dUQZlEKiLeZiDquaIXmahwRHiJ4G78T2CzfXWy0SEhKQlpamKC++tbVV+wYZsPdpJI9mrMc3wVDjNxrEB1NTU/jhD3+Il156CS6XC5dddhmeeOIJ2XQEpYRlsGpZGNZAPbhiJqHCfafq6aUfDmoKGkQC8bAaoksGscSkchinO0KDNRaQZ9Cl0NsYr0hdYrl+MCEhATMzM5IKr3a7dN1QSmMPa6S75QrQxLqsDTnvenhMKisrcezYsYDr0DSNkZGR6DRojqOm91G3okukvKDeLWuDiLn77rvx9NNP4/rrr0diYiL+93//F9/+9rfx17/+NaL9hmWwcgvDHjlyJKIGGGgHTyU4RKsz1uqKahJrdboH/3EKfznQynpzDNElg1iitpHR4avFGV8GK9PWvQ29MW5J9JELg166dCm8Xi9b4iY9PR2jo6MAgCVLlgTcp1Y9a7wNbYVhx9xnjPwZDSVsNYiHMO/ZAsn/j0h0CfoWXTKrGPZsoG/27NmDP/3pT9i2bRsA4Prrr8e6devg8XhgNoefvx+WwcotDMv920BfcHM3izJCK+jNHXtyO9G0RNWiyKOGiVWni83xX67rxJSv3M687CSkG4WzDRSQlJTEhu3Nm6debielkfhFvAzEAbDCZ0m2uSeAFigkj1uPNSEhgTVY5SYwtbqXCBF7WDnNjvUw2e9h1cdzUltbi56eHmRkZODkyZOi75UYFosXL4bT6cTZs2e1aOKcwayCEJ7e7UC/4yC27TDQnvb2dnz6059mP59//vmwWCzo6upCaWlp2PuNODbxG9/4hmQd1snJSXzjG9+IdPcGEbC8JAOv3fJp/M83L8BPP1sd0rZc76yXBn771VVYXpKOX169Qu1mak6shUGcPs/qU18/D3tvvViXReMN9Ae3tEikuR9cKBUjDrjPVH5aaJNisWRlaQYA/Q/yIkXq9ykNyeMar7IGq+9/raJXoiGUpCVSokvhqmmrjclkQlFRUUQej+TkZGRmZoqWp6SkRNK0OYde0pa0ZC78RgMGj8cDm40vLmexWETCbqEScdf55z//WVJNcHp6Gn/5y18i3b1BhFQXpeFTC3NCltHnhvfRNI0ragrx8nc/FZHycKyItTodyZMry0qKaTkDg/iioKAAubm5WLRokar7ZRUpVdiXmzNdHsvakqEyV3JYpVCqjCwccEjhV5zWBjW77GhMWAY6BK0zD2swhOdrwYIFYW87l/B4PCH/fhMF0LQXrukJnD17lk25C3SMwcFBeDwedpneTzlXO2Eu3h/79+/H1q1bUVRUBIqi8NJLL/G+37NnDzZt2oScnBxQFIW6ujrZfdE0jc2bN0vuZ3h4GNu3b0d6ejrS09Oxfft2US56W1sbtm7diuTkZOTk5OCWW26B0+nkrXP8+HGsX78eiYmJKC4uxu7duxVfN5qmsWPHDnzxi19k/83MzOCmm27iLQuVsOM7x8bG2Dpd4+PjSEjwz657PB689tpryMuTVm010D/hlqjQI6YQw208XhqUgoEsRVGK8vZI/T2rXqbWDeICk8mEsrIy1ferpleMa/DFU242aavbS8PrpWOu3BpNVPWwUtparGruNhZDZL7oEvO/3gxWOUEt4eA0IyOD95krzlVTU4MTJ07IbjtX8Hg8aGlpwYkTJ7Bq1SrF29FeL1z9rXCYKQwPz4PdbpcUPyOcOnUKMzMzsNlsWLZsGe87veqPcMdKXhqIo9eFKkxOTmLFihX4+te/ji996UuS369btw7XXHMNdu7cGXBfjz/+uOx1vu6669DR0YHXX38dAPCtb30L27dvx//7f/8PAHOPXnnllcjNzcV7772HwcFB3HDDDaBpGk888QQAxr7bsGEDLr30Unz88cc4c+YMduzYgeTkZPzgBz8I+ltvuOEG0bKvfvWrQbcLRtgGa0ZGBiiKAkVRkh4AiqJw7733RtQ4g9jBHcDF+6snFEGDI4MUfnjfG3C6gxusiVYzfv3VVbLldABg1/N1rBcqEtVmAwO1IO+5I20jePifp0PeviInGV9aXQIAcLn9z1Q8qV9bOd7gDY+9AxNFYdv5Zfjmpypi2KrooKYt4bdXtVIJjmy/ehq7E8+2HudGVq5cKfLoBDv3BQUF7N92ux1lZWXo7+/H9PT0nDVYJyYmACCoh1SIy+EA7fVi0gv87VAHvvmZwLXaZ2ZmAABOpxPd3d0oLCxkn0Ad3l4A+Ia0l6Zh1m1LtWHz5s3YvHmz7Pfbt28HELyU1NGjR/Hoo4/i448/RmFhIe+7kydP4vXXX8fBgwdxwQUXAAD+8Ic/YO3atTh9+jSqqqqwd+9eNDQ0oL29HUVFRQCARx55BDt27MD999+PtLQ0PPPMM5iZmcHTTz8Nu92OmpoanDlzBo8++ih27doVdFLkqaeeCnY6wiJsg/Wtt94CTdP4zGc+gxdeeAFZWVnsdzabDfPmzWNPhkF8ozSETK+EEhJ8eoRSZKwCwLTLgw+aBgIarP86yaiQJlhNyE2Rnsk2MIgm5HloGZjEk281hbWPFaXpqMxLhcPtD0mz6HEkLkOyzYK8VDv6xh1o7p8EAPzp3bOzzmCVMiQ3Vuertn9yxaMpulSckajavtRGeAzJHFY9WdE+zGYz5s+fzxNPkjI6ExMTMT09jcWLF4u+y83NRWJiIk6fPg2v14vR0VHYbDYkJoZ3veKd0dFRng5BIBIt/nP95wOt2LqiEOXlboyPj8NsNiMlJYUX8cBlcHCQMVh1PknArT8/MuVCbursGA+Nj49jbGyM/Wy322WjFiJlamoK1157LZ588knehBHhwIEDSE9PZ41VALjwwguRnp6ODz74AFVVVThw4ABqamp49tmmTZvgcDhw6NAhXHrppThw4ADWr1/P+x2bNm3CnXfeidbWVlRUxOY9GbbBun79egBAS0sLysrKdBuGYBA5o9OhzRbqDdZgVWCHEofRrZcvwo6LymXXe/KtRvzh3Ra2VI3s/nzG/uvfM8SWDPTJF1cVIy1BmXL1C4c7MD7jxsgU0ydw57Li6R1gNlF4/fsX43TPONqHp3D7347BOUfyWZ+4rla9nWmsDyA1CH/x5osUbx/rmpTxVNZGaBBxc9pIeteSJUvgcrlk85tJH+BwONDUxEyGrV69Wovm6hLu9W5qasLChQuRlpYWcP2ZmRkMdLfj0WtWYNdfj4KmmciVo0eP8tZdunQpEhISRN5bh8PBu1Y6vb2QyFFkn3K6AcwOg7W6mi9oevfdd+Oee+7R5Fi33norLrroInzuc5+T/L6np0cyFTMvLw89PT3sOvn5/EnLzMxM2Gw23jrl5eW8dcg2PT098WWwHjt2DDU1NTCZTBgdHcXx48dl112+fHnYjTPQB59ZrN6MfCwIxcNKxqxpiRakJ8kP4lPszHfBBrkkx89uNYxVA30gHDDftrEKRQq9Vu83DWB8ZoK978kzFU+CS4SsZBvWLshGfj8zcFIaWRHP5KbaVRV+4wqpaIHUbtPCLQsWYwcUW9ZGp5EIQrVgh8PB/k28ORRFBRTjiqdJKy1oaWnhfZ6YmAhosHZ0dKCvrw8AUJnnV1Z2S8yu9/f3o7S0lJ0IEH430NsNr8sh+k5PpCZYMD7jnlWlbRoaGnj5xlp5V19++WW8+eabOHLkSMD1pJ5BmqZ5y8NZh0zGxPIZD8tgXblyJWvJr1y5EhRFSc6EUhTFUzEziE/i3TFIxgczbi96x2Zk13O5XJjx3a7B8vFIPqrDJX6xeLw0BiYczEypzwNri/eTaDBrEL5vQsk99avrMve1v7akOm2LBcLfNJsQhaiqbFkSD6ZeVYKjPbYK1FyPjnNYpRgYGGD/tliUDRXnssEqlbvb3d0Np9Mp8lYRiLEKMBMZFoqJ8nJLWHQWiwXj4+NsbW7iSevr60NPTw9GB/vhGmwHhRKVfpH6xLpigxakpqYGnJRQizfffBPNzc0i8bMvfelL+PSnP423334bBQUF6O3tFW3b39/PekgLCgrw4Ycf8r4fHh6Gy+XirUO8rQRyrwq9s9EkLIO1paUFubm57N8GsxslSrh6hrxEj7aP4IIH3giyNjN4DaZ4SgzQFw534JEv+2vT0jSNrU+8h4buMd76RjiwgV4QelhDmUwhYkVk4kfvYY5KIAbrtMuDyx55G/d/YRkunJ+t6jGe+fAcXjnajd9/bTVSFYZfa4Ha40RKYw+r1MA2lFuNu2qsa7qS1Jpppz4n8YXGJtfDqtQQncsGq5TnE2ByTDMzMxXls1oTkuCenkJ91xjWL2LG2Gf7J/DcR+3Ydlki1lX47+HCwkKewUvQ8zXwR2QEfxbHZlz4+5FOTHKeF4/Hg/ZeClu0aqCOueOOO3DjjTfyli1btgyPPfYYtm7dCgBYu3YtRkdH8dFHH+H8888HAHz44YcYHR3FRRddxK5z//33s2JdALB3717Y7XY2fH/t2rX40Y9+BKfTyUZU7N27F0VFRbKTL9EgLIN13rx5kn8bzE7CDsHSCbVlGSjOSERPAO8qgfZ6kZuagPPKswKuR+rRCgf7U04Pa6yaKOblcdGCbKQlhJ0ubmCgKqmce9FmMYUUrj7lK9FU3zkKrCnleFj1O0gKRmayFTkpNgxMONHcP4nXjnerbrD++EWm5Mfv95/FDzZWqbrvUFDbs+EXXYqeMRhP9xr3tKTYmecuUJRPLFHD0JHax9TUFBITE3VtSKmBsI4ll4GBAUUGqyetECa6F+819rMG69MftOJw2wg+OLsPr/x/nwIAFBUVwWKx8M5pPPgsQykx+NR7rXjsX2dEy/MSTLhP7YZFgYmJCd6kRktLC+rq6pCVlYWysjIMDQ2hra0NXV1dAIDTpxkF/4KCAt4/IWVlZWxO6ZIlS3DFFVdg586d+N3vfgeAKWvz2c9+FlVVzHtn48aNqK6uxvbt2/HQQw9haGgIt912G3bu3Ml6iq+77jrce++92LFjB370ox+hsbERDzzwAO666674Cwnm8uc//xk5OTm48sorAQC33347fv/736O6uhrPPvusYdDGMXdsXoy3TvXhqxfE9zXMT0vA+3d8Juh6LpcLr732GrZsWQ+rNbCRvqI0AwCTw8qN/efWpTzzs82GZ9VAd2xZVojhKReGJh1YU56FBKvynMayrCQ09k3A7tuGhDnG81jUbjHjzdsuwYP/OIX//bBNMhxPLcZn3JrtWwrhL1H7l2lchlXScxvKrcYb0EdFJVj+IOSryvxU7RsSI6QGsydPnkRmZibmz5/PLvN4PKKc2dlMUlKSovW++5lK/OrVMdA041VMSUmRnOBISEgAIBbKAhCdGz1MyP3hUdDHDk4yHv4lhWlYWsQYUl6vF2O9Hdo1UEM++eQTXHrppeznXbt2AWBqlj799NN4+eWX8fWvf539ftu2bQBCF3F65plncMstt2Djxo0AgKuuugpPPvkk+73ZbMarr76Km2++GevWrUNiYiKuu+46PPzww+w66enp2LdvH77zne9gzZo1yMzMxK5du9g2x4qIDdYHHngAv/nNbwAwkspPPvkkHn/8cbzyyiu49dZbsWfPnogbaRAbblq/ADetXxDrZugSK+dF4fbSbAgxEaOhqPgPpTaYnSRYzWGXb1lcmIo3TvWxEzPeWRASDABpCVYUpTODQC3LeMU6dyuUwycnJwddhwxAtfKwSoXxhjvDH4szL9n+GLRDCVp5WAEmR45w6NAhAEBJSUlM8+GiSVdXF/r7+7FkyZKAk+Hl2cmgzFa4vS5QFIWqqipQeFu0HjFUuQYreQS9nuhOioUCGRIp6QfJO2ZLTQH+v8sWMstcLrz2Wptm7dOSSy65JGA/uWPHDuzYsSOkfUrtLysrC//zP/8TcLuysjK88sorAddZtmwZ9u/fH1J7tCZig7W9vR2VlZUAgJdeeglXX301vvWtb2HdunW45JJLIt29gYEuIaJLANAzOoO0RCs6h6fRP8HMClrNplkfAmUw9/ALFDGDCXoWiC4RiHqrktn/cIm18yMUg9lut2Pp0qUBBXfYkOAI2yWH1KUI5V6L9W3JPd369XupR6B33vT0NK8ma0dHR0gGq1DFVE9MTk4GXcflcuHYsWOyZX4WL16MjsYRmOxJsGelYeFCxkhLLqgANd4Ic2oOuy7xTnO91Oz9RetX7ZxM4ivphogInjUOFegNtCFigzUlJQWDg4MoKyvD3r17ceuttwJgQhamp6cjbqCBgR7hKqt++pdvib43VIENZiPkvj/RyeRpzxYPKwCYQwhXC5doe1iFhws1JJmEHsrh97CGtFvFSIYEh+thjcK5D3QEf1kIzZsRFlp6WAGgtbUVZWVlvGXDw8PIzMwMut+BgQGcO3cOgD7rukrlr1osFrjd4ufN5XLBarViZsYf6rtgwQIkJyfDYmL61cYRCt/960kAQOuIC7bccgDAL/b3oSDNiodXMIa/ZFi1jmdGpFSCp5xu/ON4Dyad/HN1pnccQGgq9gazm4gN1g0bNuDGG29EbW0tzpw5w+ay1tfXx1RNysBAS6xmE649vwzPfuQPT6EoIDeFqcH1hVXFcpsaGMQtMy4mt4rULPWyg3CdjsJDgMz+ezQ0bHQ8lgwLctW1MsQjVfaN9W0ZT9dba4N1amoK4+PjvGUtLS2KDFZirAKA2+1WXGYnWnR0iPMqs7KyJFV8jx07hpUrV/K2IaVKCjOYCaLRaRfeOdMv2vajXi/Q68BX20dxfkWW5HmYmRgJ81doD7k9uHOCf/7gHH7x+inZbZJtcyfX2SAwET/1//mf/4mf/OQnaG9vxwsvvIDsbEZd8dChQ7j22msjbqCBgV75+ReX4XTPGA63jQAAspPt+OjHl8e2UQYGGkKK2xNl4dlQh5VgjkpIcDyZMMHR2iAUnq5I7rNYn3ly/FnwqMgSzOjt7OzkfQ7nefB69RfyGkghWIq6ujrJ5bWlGfjfGy9A9yhfaKl3fAa5KXY8tu8MukZn4HAzE4dSERC0V885rGIPa98481sX5CZjcQG/nmlmshVX1IiVcQ3mJhEbrBkZGTwFKsK9994b6a4NDHQPN1zFFqR2q4FBvENKXLGiS76x46wICTZpX9Q++mNtbc00reuwio8X2n0Wa8+/miHNWqO1h3UukpycrCi/lUBRFC6qzJH9/ukPWtE1OsNOqpnNZsyfPx80TSO5jUnBM1vtkTVaQ1jRJc6kIHmXfHZ5EW7dsCgWzTKIE1SJqxgZGcGf/vQnnDx5EhRFYcmSJfjmN7+pqO6UgUE8Y+MIAhjiAAazHZKb7XIzA47Z5GE1zcIcVq0h5yzS0F05hIrNkdxmUTn1tPCjf4HeL73H45FcrofyM4mJiawmyvT0NGw2W4xbpIyysjKcPHlStf1JTaqRkGqT2Tec17Hokoltv3+Z2yeuZDPGTwZBiPgO+eSTT7BgwQI89thjGBoawsDAAB577DEsWLAAhw8fVqONBga6xW7heliNDtdgdkMiCrpGprHr/+rYwu6mWWCxksHgP+t78fLRLtX2e+jcEPv3Xw/FZw3BYGhljA1O8kMtI/HkazkREQp6fVIka3qCKT8Ta7gCnm1t+iprIhfWnJycjKSkJCxatAjZ2dmYP3++ZAhvKI4d/6Sa+DuKYq4fFfPgd3mkQoJJ+LPViFAzCELEHtZbb70VV111Ff7whz+wCeButxs33ngjvv/97+uujo+BgZpcf8E89I074PbQ2HFReaybY2CgKdkpjGdj3OHGnsP+fLTMpPjweARiWbF/4PjmyV5ctaJIlf2+1zioyn7CgYwL79i8GI/sPY1fXr1c1f1TEgNQNRHVso5gTOuOQe4j/7To15AA5D2pWnszZ2ZmgqpRcwk1X1RrXC4X+3dhYSHKyspQXl6OrKwsAEBqaipSU1MBMKWihB5XbqmfYATMsw9QE5mmaTQ0NLDKxLFSWnb7LO2xaf85q+9ilJGljHADAy4RG6yffPIJz1gFGDnv22+/HWvWrIl09wYGuubSxXm4dHFerJthYBAVFuSm4PfbV6N10J+XRYGaFc9ATXE6fripCg/98zRcKnrjXDoYiX1mcR52fnq+2ACMELYOq0a2WLKdP0QJp/V2iwkOtzcqIblKQqP1muYpZ7CmpKRoetz6+npdlqpRCrc8TUFBAWw2G2usCpE6xyEZrAEmiCjfs01J3IJ6iXZsHZwCANit/vNQkG7HwIQDOSnxP+lpoC0RG6xpaWloa2vD4sWLecvb29vZWSUDAwMDg9nBxqWzV7WReIpdbvWMTD0YrICEt1IFWNEl1ffsQzAwDyckWC8Got5zWOUEk+RChaOF3jyqQohqsclkCio6JfV9KEJV5FJIeViJoUoLclhHR0cV719rlhWn43jnKC83nXSP+WnKvewGc5OIe6KvfOUr+OY3v4nnn38e7e3t6OjowHPPPYcbb7zRKGtjYGBgYBA3WHx5VDNuL2ZcHt6/8Epw0Jh2SYvZRAOtbSST5hYrn3CMTwokVFLlxoSIv6yNTixoBSxdujTkbZYsWYL58+eHtE0go5QbcgtAUd3WaEIM1uTk5KDrShmnoXiwAymZ0zIPR1NTk+L9a41JIqSZGK9aTKgZzC4i9rA+/PDDoCgKX/va1+B2M/WfrFYrvv3tb+PBBx+MuIEGBgYGBgbRgAin7T/Tj8U/fZ333XnlmXjmG8rTXGZcHmz5j3dxdkB5WQut0GooSPZ7uG1Yk/0Lh+Xh/A6/Ta29xSq0I+K97m4ouaWEpKQkJCUlhbTNmTNnUFNTI/mdUL04lBDaaEDGvUrUlKUMVqvVqvhYZILod++cxWvHu/Gtixdg9TzGgH+/mRF3UyK65PV6Y+I5J7pKHs5z4WGV5g2D1SAwEd+xNpsN//Ef/4Hh4WHU1dXhyJEjGBoawmOPPQa7Xb/1oAwMDAwMDLisKM1AWoL0PO7HrcOYcCj3lrYOTurCWNUSu5UZQri9NMZmXEHWDh2hvRdWSLDMvqIB95i038U6J1i+fDkSEhJE6WJSOBwO1vATIlwe7UmAiYkJTE1NyX5PvlMS2htpnVoSNtvQPYZ/1vfid+80s9+dG2LaMePyny+hd5rgjYEAGcDxEBseVoMwCNvDOjU1hR/+8Id46aWX4HK5cPnll+NXv/oVcnLkix4bGBgYGBjolYqcZBz66QY4ODmsXprG8nv2AggtH5XUF8xPs6N3zKFuQ3XCRQv87/uJGTfSEpR7i5Qg8oqGMab114rVB3NlWG61WmVDilNSUjAxMcFbdvToUeTn54vK6LS0tPA+c0WOtMbhcOD06dMAgNraWgDA+Pg4PB4POjo6UF5ezoYzKzEChV7NqqqqkNrz0yursa4yGx+1DOHZj9p56QZm3763Li9kl3V3d0vuZ2pqCmlpaSEdWw3YsjwSHlajKqBBMMK+Re6++248/fTTuPLKK7Ft2zbs27cP3/72t9Vsm4GBgYGBQVSxmk1IsVvYf2kJVnb2PxSD1elb124JHiqoFVp7oxKsZiT4vKxa1DlVw8NKLMRoeOaER6B5f+vFZFZGqMZUKKSkpEgqA/f29gbdVusyO1wGBgbYv8fHx9He3o6mpia0tLTA5XKhsbGRNUKVhEFzPaw5OTkhKzCnJ1nxhdoSrKtkJoq4/ZGLpOTR/nxgYTg1weFwyH6nJVJlecjfRkiwQTDC9rDu2bMHf/rTn7Bt2zYAwFe/+lWsW7cOHo9HUSy/gYGBgYFBPGA1U/B4afSPOzHhAgYnnbBavEiwmjEjI6o0OOFkt40m3aPTcPo8xMRTrOVYkPVgamCPiXJYw7dXdWMu6nlcnpSUhKmpKVRXV6uaK7p48WKcOnWK/VxUJF/jeGRkBBkZGexnu90Oh8MfoRDNkODBQX8NZTnxIqLCG0ouKgAUFxeH3S6rzx3p8vjPhWNqGgBg8RnQfX19GBoa4m1HzmVbWxs6OzuxcuXKsNsQDlIGqxESbKCUsA3W9vZ2fPrTn2Y/n3/++bBYLOjq6kJpaakqjTMwMDAwMIg1VrMJMy4vvvDbgwAs+PEnb4e0bbT4z7ea8NA/T0fteIC/NuSxzhGUZYcmthMMoW0SnugSMaijb7JK5rDqmMWLF8PtdodsfAUjOTkZZWVlaGtrQ0pKSsBczubmZp731Waz8QzWUKBpOqK8UbkcUCkmJiZ4hrYcatScJZNgZ3rHceOfPwYAjEwzbbWYKDQ3N2NkZIS3TXV1Nc6ePct+joWHlUxuuTxenOoZQ9fINKZ8E36Gh9UgGGEbrB6PRxSaYbFYZBPnDQwMDAwM4pErlhbgr4c6Qt6OooAN1fk41TOuQavEHG0fAQDYLCbWy6o14w7mnf/d/z2Czy6X95ypQTjGB6sSHAWDMdAx4qGsDUVRqhurhNzcXGRnZ4esTpuVlYXxcf/zo3Tioa+vDx0dHVi4cCFSU1Nl1/N6vXC73ZKhxrm5uejv71d0vGjqtxDxpfEZN/51sg8A4LUmwUyNICPJKjJWAWZ8Hqnok1r84d0WNPXxc5htFiOJ1SAwYRusNE1jx44dPCXgmZkZ3HTTTbx6VHv27ImshQYGBgYGBjHkoWtW4JdXL4fL5cJrr/0DW7Zsxvf/ehyvHe8BANTfuwlJNulUGIqi8MSb0amFSHLa7v98De55uR6TTuJF0cdANVSEeZ9heVjZfUWfeMtb1ZpwSqkIDVSuWBNN0xgcHERqaqqoKkV7ezsAoK2tLWA92YaGBjgcDixdupRXxmd4eFixsQooK2ujFkuL0vHf3zwfncPTvOXuvmZkJEnn+FIUFXODldSPnfRNciVazViUn4KF+amozA0tn9dg7hG2wXrDDTeIln31q1+NqDEGBgYGBgZ6hAz4KErs6bNZTDEfDAL+nDabxQSrxQQ4ox/2pyrCkOBwclg1zLENBj8kmPa1J/rtiDe4obxCg3V62m+k9ff3s4apXKhtIFXhmZkZNtx4dHSUZ7Byw2eVoJVnWo5PL8wVLTt0KLCBLeyjoq05s3ZBNt5tHGAN1uqiNLzw7YuidnyD+CZsH/xTTz2l6J+BgYGBgcFsgxvaaQlDMGRsxoVTPWM41TOGnlF1SnVM+AaCFpOJFV+JZ9SwMcmliYa30/Cohsby5csll3ON1EAhwNxQ4XCor6+XXB5K7ioh2gZrKFgsFsmQ4M7Ozqi2w+bL5yfleKItSBdL9u/fj61bt6KoqAgUReGll17ifb9nzx5s2rQJOTk5oCgKdXV1on3827/9GxYsWIDExETk5ubic5/7HE/MDADKy8s5k6vMvzvuuIO3TltbG7Zu3Yrk5GTk5OTglltuYcszEY4fP47169cjMTERxcXF2L17d0x0ALiE7WE1MDAwMDCYq3AHW6F6Vyccbnz6F29h1CeUQlHA/954IdYuyI6oTXW+HFaziRIMBvVlSNE0jd/tP4tF+Sn4zOL8gOvxCT8oOCYeVollhofVj9VqxeLFi+F0OmU9mlL1TQcGBpCTk4OpqSlFx1EivsTdl5LyOvEEmRgQnoNoGyBCdeNoCtLFmsnJSaxYsQJf//rX8aUvfUny+3Xr1uGaa67Bzp07JfexevVqXH/99SgrK8PQ0BDuuecebNy4ES0tLTxP+e7du3n74JZP8ng8uPLKK5Gbm4v33nsPg4ODuOGGG0DTNJ544gkAwNjYGDZs2IBLL70UH3/8Mc6cOYMdO3YgOTkZP/jBD9Q6JSFjGKwGBgYGBgYh8pXzynDw7BAuXZwXdN1LqnLx9ul+5KQw+WU9o9OssUoEkhr7xiM2WLOTbRicdCIzyYovrirGf77VDMBf3kYvHDw7hAf/wXgGWh+8UnY9kUpwWCHB0vuKFXoWXYoFycnJPN0TILiHtaOjAzk5OSKvkBxDQ0PIzg78bA0NDaGiogJerzdkg1WYP6snFi1axBqqUiHB0cQxMQJnfyusmUWgLDbY55DQ0ubNm7F582bZ77dv3w4AaG1tlV3nW9/6Fvt3eXk5fvazn2HFihVobW3FggUL2O9SU1NRUFAguY+9e/eioaEB7e3tbHmpRx55BDt27MD999+PtLQ0PPPMM5iZmcHTTz8Nu92OmpoanDlzBo8++ih27doVs/SXuXO3GBgYGBgYqMTaBdk4+KPL8PMvLgu67g0XlQMACtKZHDmfNhKyk23YUsMMLNRQ9XX6dpybasctly1kl7s9OrHWfLQPKfOMCYlMdCkKIcHCQ/AML80PP2uQMli5Kr6hGlqtra2KvIkDAwMBDQbC8uXLsXr1alRWViI9PR1VVVUhtSdalJeX8xSSY+1hLbdPYUVRMoroASzNT8L1F8yL6vG1YHx8HGNjY+y/cEswhcrk5CSeeuopVFRUiEqJ/uIXv0B2djZWrlyJ+++/nzexc+DAAdTU1PBqIW/atAkOhwOHDh1i11m/fj1vImbTpk3o6upS9HxoheFhNTAwMDAw0BDWaPKNDz1e5g+TiRKFyUUCUQm2mk2wcnJY3RJhlbHEpbA9agynY+lhNUKClWO1Wtnc0enpadbQIkZVYmJiQI/qzMwMTzRJyPj4ONLS0njLEhISeKJM586dE21XXV2NhoYGUVsBID09Henp6YF+VkwRGqjCz4mJidFsDrJT7PjZ5/0TfKsVRKfonerqat7nu+++G/fcc49mx/v1r3+N22+/HZOTk1i8eDH27dvHm8z53ve+h1WrViEzMxMfffQR7rzzTrS0tOCPf/wjAKCnpwf5+fw0jMzMTNhsNvT09LDrlJeX89Yh2/T09KCiokKz3xcIw2A1MDAwMDCIAsRoIuUdzBTFqPlCHQ/rjIvZh81igokjBOV068u9p9Tjq0pIcAxzWLkYgkzKMZlMaGpqgslkgsViYZcFor6+nqcUzDWAAUgau0q8YdE26tREeM6EBms0haKEAll6NvRDoaGhAcXFxexnrcPDr7/+emzYsAHd3d14+OGH8eUvfxnvv/8+O1lz6623susuX74cmZmZuPrqq1mvKyCtuSDM85bzxsdSDX9WhwQrUcsyMDAwMDDQEuFL3u3zsJpNFKtie7J7LKJjuD1+g1eoWmzTWa5Yy8CkovXEdVhDHyyxHtaoqAQLPtPSfxsExu12Y3R0FMPDw2z4r9D4kjI2A6n7joyMiJYFC4mV8iQtXrw44DaxhGs4SRHLkGBu/VyAKSM0G0hNTUVaWhr7T2uDNT09HQsXLsTFF1+Mv/3tbzh16hRefPFF2fUvvPBCAEBTE1MLvKCggPWkEoaHh+FyuVgvqtQ6fX19ACDyzkYTfb3FNGD37t3o7u5m//3kJz+JdZMMDAwMDOYQ/jxKBg/HYO0dYwbexZmReXK4wkrJdsYrddvGRfhibTFWlWVEtO9ApCb4A7VIWZ1gtCnMYVXDw2qKYR1Wg/Agg2vArxIsNLbIAJrLqVOnMDQ0BEDsPQzHQMrMzBTtSygQpSfy8/NRWVnJfhaGSAvPYU9Pj8gw0YLJyUl0dXXxlhHPuUFk0DQdMFLgyJEjAIDCwkIAwNq1a3HixAl0d3ez6+zduxd2u52NUFi7di3279/Pi0rYu3cvioqKRKHC0WTW3zGB1LKkcDgcvItPwhjcbndYtbnUhBw/1u2YrRjnV1uM86stxvnVnnDPMfES0V4vXC4XnL7tTRRQmZOEfQBcbk9E125qxr8t7XHDBS/+7dPlAJj3l1Y8d+N5uPLJAwCAiWkH7KbgliHX4cv9zcLz6xHkutI0HcY5YtrjisI7XCgG5PH4r6nb7fsurN+gDnruI1wul+R9OjAwIPn96OioaH23243GxkasWrUKHo+H973NZhP97kDPRV5eHvs999iBzp0ezm9SUhIWLVoEp9MJs9nMa4tQ/djtduPcuXNIS0vTNDz47Nmzktcq1POkh/NLCLVPnZiY4E3EtLS0oK6uDllZWWyZmra2NtawP336NADG21lQUICzZ8/i+eefx8aNG5Gbm4vOzk784he/QGJiIrZs2QKAEUs6ePAgLr30UqSnp+Pjjz/GrbfeiquuugplZWUAgI0bN6K6uhrbt2/HQw89hKGhIdx2223YuXMnm+N93XXX4d5778WOHTvwox/9CI2NjXjggQdw1113xTQkmKJjXQlWQ8rLy+FwOOB0OlFaWoprrrkGP/zhD3kJykLuuece3HvvvaLlf/zjH5GTk6Nlcw0MDAwMZiGnRij85qQZhUk07ljhQdMo8ESDBfmJNFZm0fhnpwmfzvfi6vnh57GOOYGfHrKAAo3HLvREVdzneweYue/7VruRJv96ZfnTaROODTFW63+slR/4vdBiwv4ev3WbYaNx7+rQFGLvPWzGkIPCrTVulKcGXz8S3u2h8LcWfz3EDcVefLaMuaYf9VN4psmMxelefLtaXyJYeqC1tTWgEZCcnIzJSWWh5NnZ2ZicnOQJKqWlpSEvjy/ywzUghMyfP58NQ+aux/Vgxhtyv3fevHmaGayjo6Po7++X/C6ez+XAwABuvPFGtLe3o6SkJOj6b7/9Ni699FLR8htuuAFPP/00nn76aXz9618XfU9EnLq6unDjjTfi0KFDGB4eRn5+Pi6++GLcddddrEr14cOHcfPNN+PUqVNwOByYN28etm3bhttvvx1JSUnsPtva2nDzzTfjzTffRGJiIq677jo8/PDDvHDm48eP4zvf+Q4++ugjZGZm4qabbjIMVi157LHHRGpZn/vc51i1LCmEHtbOzk5UV1ejpaUlaH6A1rhcLuzbtw8bNmyIarL8XME4v9pinF9tMc6v9oR7jt9vHsSOpw+hKj8Fj16zDG+c6sej/2rCwrxkbF5agF+91Yxt55Xgvquqg+9Mhq6Raax/5F3YLCbU33152PsJh6q79sJLA+/fvh55qcFzuL7zbB32NjAhnY33bWSXC8/v7ldO4r8/bGe/L0pPwDu3XRxS2y599F10DE/j/751PmpLM0LaNlSe+bAN97xyiv1808UV+MEGprzQniOd+Pc99bh4YTb+9LXVcrvQFD33EceOHVM1EsBut4tCJVetWsX+PTMzI1L/lVv38OHDksuF6Pn8AvzfwWXp0qWa5V4Kj7lw4UI0NjYCYCYFMjIyFO9LT+e3s7MTFRUVig1Wg8iJu5BgOQ8ol48//hhr1qxRpJYlxG638x7csTFGCMNiscT8ASFYrVbdtGU2YpxfbTHOr7YY51d7Qj3HVl++VuvgFBs+CwA2ixlWC/HIURFdt8Fpv6hJtK+/2UTB66FhMpsVHdtE+b2mUuuT80tJqJyG+ttIDqvZrP073Gw28z5TJhN7TLPZr3Yb6+dTj32E2u3xeDyiPMnm5mZkZGQgPT2dp0AcrD3c9ZS0U4/nF2A8qZ2dnaLlWrZXeI7T0tLYZW1tbcjNzQ15n3o4v0YObvSJuzP+3e9+F9u2bQu4jlxSMFctS85gNTAwMDAwUBMSREWEkewWE6qL0rDjonJ0jkwD8AsxhYvDV9JGjfI4ocKEidGI8CeIUCP+yx/BFn2VYN53szeYLW6YnJzE5OQkOjs7sWTJklg3J+oQB0wsEU7qDA4OBh2P0zSNs2fPsgJcBnOTuDNYc3Jyws4lFaplqQlXXEErXC4XLBYLZmZmROIOBnysVquoYzQwMDDQA/NzU/DizesAAL97pxkA4InQoHH5ytpUF6ZF1rgwIFV0vCpbrKKyNmHVYfXtKwb2Iq+sje//2GWA6Ztg46eioiKR0qyaJCYmYnqamTwKpHMSz8jlH0ZzMkXYhs7OzqAGa29vL0ZGRuB2u42x7xwm7gxWpShRy1IDmqbR09MjWeNLbWiaRkFBAdrb22Oa+BwvZGRkoKCgwDhXBgYGsUXQBXHrpJp9f0dq7BGD1RqDmqvmEEvHKK2JqmZZG7W9vwbRJTs7W1WDlRinABMqm5OTg/HxcQwMDIjGiNnZ2RgcHAwrfFVP5OXlSXpZtTBYnU4nq3QLAAsWLGCFf8j5BMTK2kK6urp4JVi4pVYM5haz1mC12+14/vnnce+997JqWTt37sTtt9+u6nGIsZqXl4ekpCRNjSOv14uJiQmkpKSIimgb+KFpGlNTU2ydNi086gYGBgZKoQQWq4ljsBKD6qOWobD27XR78eapXnzQzAwAraboT9CR3xCpl1gTfKcjGl4k4SF4hrnvT2MCVZpgHlSbzYbMzEwMDw+HtF+uyA+X1tZW9m8ynkpNTUVqqlhKet68ecjOzkZKSkpIx9Ybcs/A+Pg4EhMjqwPt9XrR2dmJ5ORkZGVl4fjx47zv09LS2PM8MTHB246L0+mE1WrFzMwM7HY7z1gF9FHSxiA2zFqDddWqVTh48KCmx/B4PKyxGo2cWK/XC6fTiYSEBMNgDQLpfPv6+pCXl2eEBxsYGMQMoY1i5nxOtDF9U9foDPrGZ5CXmhDSvvcc7sAde/yDQ7K/aDLuYNRdv/PMYfz9u+tgNavzfhIOr4WGvxJIbnDP2EyQNTXg/2/v3uOirvL/gb+GYW7chjsjyE1AE8kbtYq2IZWAt9xfrj1aXZLdssy8lOl62VbUstZSMm01c13o4j6svOXXTMXNMhMvIZiGgqSICXgBBASBgTm/P3A+zp2ZYe68n48Hj5zP5Zwzb234vOfcHDB/d1S9evUCY0wrQVHVp08f1NXV4dKlS2rHhUKh3p43Y+Y9+vn5GTzP4/F0JrLOprm5Wedx1d5mc926dYvrJND1xYPqM6vm6s1tbW1qCa5AINCbmNI81p6Lsp5uUP4Ppbq/EXEcyr8X+kaOEGJPmmkWX6UXNG2AjPvzrUbTh7spE7EwXwlGx4fg5RT77W1YXNWA7QW/mXSPoZ5PSwwJrrrdGR+RHYZKq1L2tlL/qn5icddf1uhKLvv27av3emNWc+0pvd5SqVTn8a4SdmOofmGgmZD6+KjPq9fcQue339Q/Mww9s2mWTXoOSlgtoKd82Dkb+nshhDgiN5XPJn9PIcJ8O0eEKOehmkJ5z+j4EGx+9iEM72PfFfBvNZr2QGl4pG73uygfiup8GG/rsMWQYPU6qIPVNOb+zja0h6izD+O1JH3xtcSz0vXr1/We69Onj9przQTWlGHetOhSz0UJKyGEEGJFmg+EfI15poJ7Y4TNSVjb7yViQjv3ICqZ+uxreCsYjbJNbg244clyO2z3o4pxc1jt2gyHRl8y20dNTQ2uXLlitQWNNKdk9e7dG56eniaVERMTA4CGBPdkjvEbjhBCCHFRWnNYtRLWzl/Fpu6hWlHTjE1HLt0rwzEe9k1NOhQmDQk2/T0qY9sst33PjO7hzo7x9+RMNHvkVIWHh6u9FggE1m6Oy6mpqcGtW7dQVlZm8bJDQkK0jrm5uSE4ONikcpRDu6mHteeihJVYVHl5OXg8HoqKigxeN2rUKLzyyis2aRMhhNiTZorSqpGYtt3rWa1tNq2HY/Gun7k/e4ocYw3Fmjv638P2gt8w+cNjKLhyfwigKYv3mpPqtd/rkam83f2FZbpisLfY6rU7P82hvVKpFFFRUYiLi9N7z82bN9Vem7oadE/q1e3qvRq7+JJCoVDr6WxsbNR7be/evY1ui4+PD6KjoyGTydSODx48GGKxGBEREQgMDDSqjcT1UMLaQ2VmZoLH44HH40EgEKBPnz6YP38+mpqaulVueHg4qqqqkJCQAAD47rvvwOPxtPap3blzJ954441u1UUIIc7o1h31eZ7KJE/sbtoKv8r7YoO98MdE3Q+GttZ0b8VgXeZ/eQanyutwSyWpNbQnq7H7tRqijFGAp7DbZZlKNXeiIcFdk0gkanugxsbGdrkDQ0tL56Jayrmqvr6+GDhwIHx9fQ0uxqRki+2OHIVYLO72jgkdHR0oLCxEYWEhd+zy5csml6NrbrG3tzf8/f0RFhamdpzP58Pd3R2BgYEmDyUmroMS1h4sPT0dVVVVuHTpEt58801s2LAB8+fP71aZfD4fMpmsy5X5/P39XWKZeEII6YpmktI3WP2zLy6k8+HN1H1MlcNpVzw5wOTtcCxp0tD7yTLfxKHJht6y1jkzkr3YYK8u67GWnpMKWU5QUBAGDx6MIUOG6L1G9dnB19cXQOdeqSEhIQgNDYVAIEBMTAw9Y2jg8XgYNGgQoqOjzS5DdU9b5fBcfav6GhrKrWvotmbPKiGqKGG1MMYYmtvarfZzt61D53FzviUUiUSQyWQIDw/HlClTMHXqVOzevRutra2YM2cOgoODIRaL8cgjj+DUqVPcfXV1dZg6dSqCgoIgkUgQFxeHnJwcAOpDgsvLy5GSkgKgc9l0Ho+HzMxMANpDguvq6vDss8/Cz88PHh4eGDNmjNoHY25uLnx9fXHgwAH0798fXl5eXMJNCCGOTT3T0kxg3e/NaVUoTPscV+4x6uZm3267IO/7QzlN/VVkMGHVeG3Ou1TeY4ne2q4Yfi+0rY2x+Hy+wb3mVXvglIvxiMVi9O7d2+AcVs0e3J5IObLOXKqj8EpKSvRe5+npqbU6sCZjElRDK0CTnsUxJr24kLvyDsQvPWDzeotXpMFD2L2/TolEArlcjr/97W/YsWMHPv74Y0RGRuKdd95BWloaysrK4O/vj3/84x8oLi7GN998g8DAQJSVlemc+xAeHo4dO3Zg0qRJKCkpgY+PDyQSic66MzMzcfHiRezZswc+Pj5YuHAhxo4di+LiYu4XUHNzM1avXo1PP/0Ubm5u+POf/4z58+dj69at3XrfhBBiTZrPh5qvldvcmN7Dqn6/vbirJMymfnlqcEiwJXJMngXLMlEPGm1qU56enggMDDRqj1VVra2tCAoKQkVFBXfM1MV/XEF7u/5h+4wxtLW1GZUoGprz+sADD3R5f2hoKDo6OlBfX4/4+Hid1/SkOcbEMEpYCQDg5MmT+O9//4uUlBRs3LgRubm5GDNmDABg8+bNyMvLw5YtW7BgwQJUVFRgyJAheOihhwAAUVFROsvk8/nw9/cH0PlLQTl0R5MyUf3xxx8xYsQIAMDWrVsRHh6O3bt3Y/LkyQA6h518+OGH3Deqs2bNwooVKywVAkIIsQl929x0mNnDyrfzWCk3tYRV9zWqCy2pMvSWNZNZcx5eefcyVnvnjjSH1bIiIyNNvkfXliiaqwz3BKoJu6aioiIoFAr06dMHfn5+RpUnEAj0Dgs2hMfj6e3x7tWrF6qqqnrk3w/RjRJWC5MI+ChekWaVshUKBRobGuHt4601XEYiMH0i/d69e+Hl5YX29nbI5XJMnDgRs2fPxvbt2zFy5EjuOoFAgN/97nc4f/48AOCll17CpEmTcPr0aaSmpuIPf/gDl2ia4/z583B3d8ewYcO4YwEBAejXrx9XJwB4eHhwySrQ+YF248YNs+slhBBb0MxRNF93N2G1dw8rX6V+fT2mC3f8rPO4wR5ZC+zDyrNhD6tmFbYYhkzM19WQVVfl5+eHujo9XyDdS+ovXbqExMTELsuSy+Xw9fXVWq25u0JDQyGTyQwODSc9CyWsFsbj8bo9NFcfhUKBdiEfHkJ3i/xPrOxNFQgE3EIFZ86cAaD9TTZjjDs2ZswYXLlyBV9//TUOHTqExx9/HC+//DJWr15tVjv0PbCo1gloT9Ln8Xg9aoU/Qohz0vw8tVQPq3LRJc19XW1NtYdX31sou3FH53FT3rE5ebkt57AaoqydR7NYbc7NzQ0KhYIb/jtkyBDI5fIeOz9SJpPpTVhVtbW1QSg0vLp2ZWUlbt26ZammqaFklaiifw09mKenJ2JjYxEZGcklg7GxsRAKhTh69Ch3nVwux08//YT+/ftzx4KCgpCZmYnPPvsMa9euxUcffaSzDuWHnaHNnuPj49He3o4TJ05wx2pqalBaWqpWJyGEOCPNFEUzv1T2UCpM/ALOYXpYVR4srbnokjls2cOqSa3Oey9oSLDtDRw4EDExMdyeoG5ubj02WQU6R6tFRUV1uQDV2bNn0draavAa1WRVuQUR7ZVKrIF6WIkaT09PvPTSS1iwYAH8/f0RERGBd955B83NzXjuuecAAEuXLkViYiIGDBiA1tZW7N27V29iGRkZCR6Ph71792Ls2LGQSCRa+2/FxcVh4sSJmD59OjZt2gRvb28sWrQIYWFhmDhxotXfMyGEWJPWoksa55VzQC/dNG0f7BuNnQ+TjtTDampPpqFRMprnzOmdtGWPJo34cUx8Pl/vGho9lTK5NDSfFQAaGhoQFBTEjXhT9lbrIpFIMGTIEOoZJVZB/6qIln/+85+YNGkSMjIyMHToUJSVleHAgQPcBHyhUIjFixdj4MCBePTRR8Hn87Ft2zadZYWFhWH58uVYtGgRQkJCMGvWLJ3X5eTkIDExEePHj0dSUhIYY9i3b5/BJeoJIcQZafaI3m5uAwCU1xifsDa03F/kRCqx7+ek6vs5c/W2SffelesffaO1rY05Q4K5HlYHGRJMPazEyTDGcPr0aRQUFOhNVoHOnmtKVom10L+sHio3Nxe7d+/WeU4sFmPdunW4efMmWlpacPToUTz88MPc+ddffx3FxcVobm5GTU0Ndu/ezW1EHRUVBcYYBg8ezF3/j3/8A1VVVVAoFMjNzQUAfPfdd1i7di13jZ+fHz755BPcvn0bzc3N2L9/P+Li4rjzmZmZuH37tlo7//CHP9j9IYQQQrqi1cun8XJIROeXgaYsntfcej/RC/XVvV2Yrdxuvp8862tLbLCXzuM3G/UPObTEx7t9hwTT7yfi3CoqKgxuX6OKtqDR78iRI5gwYQJCQ0PB4/G0nr937tyJtLQ0BAYGgsfjoaioSKuMF198ETExMZBIJAgKCsLEiRNx4cIFtWvq6uqQkZEBqVQKqVSKjIwMrWfniooKTJgwgdseas6cOWhra1O75uzZs0hOToZEIkFYWBhWrFhh988zSlgJIYQQK9IeEqx+QOYjBgB0mPA8IO/o7OkwZ4V4S4sM8OD+rK89D0fp3iJDbuBNW+bxyMG2taFFl4gDMWa/VGMT0dra2u42x2U1NTVh0KBB+OCDD/SeHzlyJP75z3/qLSMxMRE5OTk4f/48Dhw4AMYYUlNT1daImTJlCoqKirB//37s378fRUVFyMjI4M53dHRg3LhxaGpqwtGjR7Ft2zbs2LEDr732GndNQ0MDRo8ejdDQUJw6dQrr16/H6tWrkZ2dbYFImI/msBJCCCE2pLXo0r0DChNWCW67l7AK+PZPgFQfaN31tEffSMK2dv1DDA3VY/w9nf+1Sw+r7askxCSenp7w8fFBQ0OD3msMLZqpyt49cI5szJgxGDNmjN7zyqSyvLxc7zUvvPAC9+eoqCi8+eabGDRoEMrLyxETE4Pz589j//79OH78OLdN5ObNm5GUlISSkhL069cPBw8eRHFxMa5evYrQ0FAAwJo1a5CZmYmVK1fCx8cHW7duRUtLC3JzcyESiZCQkIDS0lJkZ2dj3rx5dutJpx5WQgghxIY0f9+7mbGtTUF557YUQnfH+jXO1zOHTd9iTMqeYp33aC26ZDrlPYfOX8fBX6rNKMF8qs1n97tYCXEocXFxkMlkes+XlZUZVU5PXB24sbERDQ0N3E9XqypbSlNTE3JychAdHY3w8HAAQH5+PqRSKZesAsDw4cMhlUpx7Ngx7pqEhAQuWQWAtLQ0tLa2oqCggLsmOTlZbSXttLQ0VFZWGkyorc2xftMRQgghLqarIcHKbW3aTUhY/+/nSgBAQ0t79xpnYfo6fPV1vpy9Vq+3LEtua3P2Wj1e+LQAjSqLVVkadTARZ6WawGgytofV29vbUs1xGvHx8dx8UalUirffftuq9W3YsAFeXl7w8vLC/v37kZeXx20fWV1dze01rCo4OBjV1dXcNSEhIWrn/fz8IBQKDV6jfK28xh4oYSWEEEKsyNdDqPZasxNSuS2MqfuwAsDMUTHmNstihvfx5/6s7x3oy8XdDW3Jo3GPWasEa3w50Nxm3MO3Jaj2KnOrBNusdkKMx+PxkJiYCKlUanYZPXGF4OLiYtTX13M/ixcvtmp9U6dORWFhIb7//nvExcXh6aefRktLC3de13Bd5ZZE3bmGcftI2+8TrOf96yKEEEJsSHueqfpr5bYwpgwJVs79jAu2f69Gbz8PLEjrB0B/YqpvSLCht6x5T3e2tbE3bkSwozSIEB2Uw0vNwefbfwE4W/P29oaPjw/3ozqM1hqkUini4uLw6KOPYvv27bhw4QJ27doFAJDJZLh+/brWPTdv3uR6SGUymVYvaV1dHeRyucFrbty4AQBaPa+2RAkrIYQQYkUCjZ4HzZyFW3TJhB5WuQMtugQAXqLONRz1vgc9hw29Z4tsa9P9IoymmWDTEGHibIxi0r+7AAAeGklEQVRNuAQC7b2f6csY22OMcfNmk5KSUF9fj5MnT3LnT5w4gfr6eowYMYK75ty5c6iqquKuOXjwIEQiERITE7lrjhw5orbVzcGDBxEaGoqoqCgbvCvdaJVgQgghxIoEGgsj6VsluOjqbTy9KR8hPmK89f8SsPbQRb1zPEuqG3WWbS/K96RvpVB9iSljDPIOBQT8rt+HOVvCaA9tM7kIi6AhwcRVBAQEwMPDA1evXrV3U5zGnTt31Bavunz5MoqKiuDv74+IiAjU1taioqIClZWdaxOUlJQA6OztlMlkuHTpEj7//HOkpqYiKCgI165dw6pVqyCRSDB27FgAQP/+/ZGeno7p06dj06ZNADpXFh4/fjz69escAZOamor4+HhkZGTg3XffRW1tLebPn4/p06fDx8cHQOfWOMuXL0dmZiaWLFmCixcv4q233sLSpUvt+qUEJayEEEKIFYk1kkrNxKuXVAIAaGxpx8nLnXsZDuotxZajl7ssO8xXYqFWdg+vi2HN+vLEE5drsSavFIvSH8BfR0So32OBOaya2vXtr2MF1MFKnBmPx9P5BZSfn5/aariRkZE9cjiwKX766SekpKRwr+fNmwcAmDZtGnJzc7Fnzx785S9/4c4/88wzAICsrCwsW7YMYrEYP/zwA9auXYu6ujqEhITg0UcfxbFjx9QWWtq6dSvmzJmD1NRUAMCTTz6ptvcrn8/H119/jZkzZ2LkyJGQSCSYMmUKVq9ezV0jlUqRl5eHl19+GQ899BD8/Pwwb948rs32QgkrMdqoUaMwePBgrF271t5NIYQQp+HOd8PDUX44dW8rGs3E6+EoP+x4KQnXG1qx7n8XcaG6EbebO1ez9RTy8e7kQTrLDfOVoG+I/eewAvfn4eqbk6rv+A8XbwEA3v7mgnbCqjmH1Yx2aa3QbMMeAl3b2tCoSeIsfHx8UF+vPcKjvV19ZfKeuJ2NqUaNGmVwn9rMzExkZmbqPR8aGop9+/Z1WY+/vz8+++wzg9dERERg7969Bq958MEHceTIkS7rsyVKWHuozMxMfPzxxwAAd3d3hIeH46mnnsLy5cvh6emp856dO3fqnLdACCHEsAGhUi5hddPIWng8HhIjO1fa/fKnq7hQ3Yimts6HQg+RO8Y+2Mu2jTWDckSvvocyQw9r+lhmDqvu1S6tgeaskp7gzp07kEgcY2QH6TkoYe3B0tPTkZOTA7lcjh9++AHPP/88mpqasHHjRrXr5HI5BAIB/P399ZRECCHEEL6h7VtUKOdy3r23/YrQiLmdjoDXRQ+rObmc1j1mdE9q3mLbpFK7MupgJc4uICBAbUgwIbbgHL8JnYxCobD5jzlEIhFkMhnCw8MxZcoUTJ06Fbt378ayZcswePBg/Oc//0GfPn0gEonAGMOoUaPwyiuvcPe3trbib3/7G8LDwyESiRAXF4ctW7Zw54uLizF27Fh4eXkhJCQEGRkZuHXrVnfDSwghTkc1YTWUdykXUfr6bOcqjo6yCnBXlL3G7frmsJqYKTa0yNHarv67zawhwWbcQwgxzN/fn1swiBBboB5WC1MoFCgsLLRa2U1NTfD09NTaoHnIkCHd3rRZIpFALu+cN1VWVoYvvvgCO3bs0DuZ/tlnn0V+fj7WrVuHQYMG4fLly1xCWlVVheTkZEyfPh3Z2dm4e/cuFi5ciKeffhrffvttt9pJCCHOprbp/hYByi1pdIkO6JyS0djSOSQ4MkD3FA1Ho8zHj5Te1HnemHw1N/8KggFU1Dbj8feOWqRdml8OmLJ1kKk0S1afw6psD6XQxDno+5JJLpeDx+MhOjraxi0iPRklrAQAcPLkSfz3v//F448/DgBoa2vDp59+iqCgIJ3Xl5aW4osvvkBeXh6eeOIJAECfPn248xs3bsTQoUPx1ltvccf+85//IDw8HKWlpejbt68V3w0hhDiWFnkH92fNOayqXh3dFykPBKFVrgCPx8PgcF8btK77ZD5iAICHUPcXnMbkiSv3leD9JOCrM1U6z5uT6znOtjb3Fl2yT/WEmMzb2xsNDQ06jxNia5SwWpibmxuGDBlilbIVCgUaGhrg4+Oj1ZtqTu/q3r174eXlhfb2dsjlckycOBHr16/Hhg0bEBkZqTdZBYCioiLw+XwkJyfrPF9QUIDDhw/Dy8tL69yvv/5KCSshpEdRzZMMJS18t/sLMDmT6KDOnmB9vceW6Nm0xJBga/awaqJFmIgzSkhIQGNjIwICAnDt2jW1c7GxsXB3p9SB2B79q7OC7g7N7aps5U93paSkYOPGjRAIBAgNDVVbAVjfSsFKXa0Qp1AoMGHCBKxatUrrXK9ejr/iJSGEWJSLJy/KxaLkHQyMMe2eTRPK0peYmjWc1pZDgjWKVt2WhztHXazEwYlEIohEIq3jfD4fUqnUDi0ihBLWHs3T0xOxsbFm3fvggw9CoVDg+++/54YEqxo6dCh27NiBqKgo+jaOENLjqSYvrjiPUaCymnFxVQP3WvlO77S067hLW3kjcKmpyWLt0tzWRt8qxoQQwzo6Orq+iBAroUyCmCUqKgrTpk3DX//6V27RpStXruDGjRt4+umn8fLLL2Pz5s3405/+hAULFiAwMBBlZWXYtm0bNm/erHchJ0IIcUXJfYOw72w1AKBPkHMspGQK1e13xq0zf8Gk9865A6jWec6cFZNtueiSJrVFl5TtoS5WQggxGSWsxGwbN27EkiVLMHPmTNTU1CAiIgJLliwBAISGhuLHH3/EwoULkZaWhtbWVkRGRiI9Pd2qQ6YJIcQRPf1QOPw9RXB34yG5r/71AZyVRMjHU0PD8H1J5yrBygRNdaVRb7EAfDce2hUKNLa0w99TiKu1zZB33L8mQMQgEIlR3aC+z+MT/YOROcL0VUm15rCatwucUZirj/smhBA7oYS1h8rNzdV7btmyZVi2bJnW8e+++07ttVgsRnZ2NrKzs3WWExcXh507d3ajlYQQ4hp4PB5Gx4fYuxlWlf304G7dL5fLsW/fPowdmwyBQICoRV8DABamP4CXRsWYVaZde1hV/8xta2Oz6gmxKOpsIPZECSshhBBCHJY5Q4GVtOew2i5hbW1XoO7e/rt324ybw0uIo/Lx8bF3E0gPRgkrIYQQQhyW0N38nh3NHs2/7zoHL5F1Hn2u3b6r9vr/zlTi/85UqrfHKjUTYn2uuFgccR6UsBJCCCHEYUklgq4v0iPER6z2+uy1+u42p0u/jwtE0dXbaNRYGVno7obfu+D8ZdIzCIVCezeB9GCUsBJCCCHE4SxMfwCFFXVIGyAzu4xnHg5Hbz8Jym81oV3BtBJYSxML+Ph9XCBE7m5a+7ICgJsb9VIR5xEfH4/y8nK4u7ujV69e9m4O6cEoYbUAhTWXHSRmo78XQghxXuYutKTKne+GUf2CgX4WaJCJaAQlcXYSiQT9+/e3dzMIoYS1O4RCIdzc3FBZWYmgoCAIhUKrjvFXKBRoa2tDS0sLrdZmAGMMbW1tuHnzJtzc3GgYCyGEEEIIIU6KEtZucHNzQ3R0NKqqqlBZWdn1Dd3EGMPdu3chkUho8rsRPDw8EBERQck9IYQQQgghTooS1m4SCoWIiIhAe3s7Ojo6rFqXXC7HkSNH8Oijj0IgMH8Rip6Az+fD3d2dEntCCCGEEEKcGCWsFsDj8SAQCKyeRPL5fLS3t0MsFlPCSgghhBBCCHF5TjtWcuXKlRgxYgQ8PDzg6+ur85qKigpMmDABnp6eCAwMxJw5c9DW1mbbhhJCCCGEEEJ6pCNHjmDChAkIDQ0Fj8fD7t271c7v3LkTaWlpCAwMBI/HQ1FRkdr52tpazJ49G/369eOmu82ZMwf19erbdEVFRYHH46n9LFq0SO0aY3Kjs2fPIjk5GRKJBGFhYVixYgWYrmXPbchpe1jb2towefJkJCUlYcuWLVrnOzo6MG7cOAQFBeHo0aOoqanBtGnTwBjD+vXr7dBiQgghhBBCSE/S1NSEQYMG4S9/+QsmTZqk8/zIkSMxefJkTJ8+Xet8ZWUlKisrsXr1asTHx+PKlSuYMWMGKisrsX37drVrV6xYoVaGl5cX92djcqOGhgaMHj0aKSkpOHXqFEpLS5GZmQlPT0+89tprlgqJyZw2YV2+fDkAIDc3V+f5gwcPori4GFevXkVoaCgAYM2aNcjMzMTKlSvh4+Njq6YSQgghhBBCeqAxY8ZgzJgxes9nZGQAAMrLy3WeT0hIwI4dO7jXMTExWLlyJf785z+jvb0d7u730zlvb2/IZLr3rjYmN9q6dStaWlqQm5sLkUiEhIQElJaWIjs7G/PmzbPb2jBOm7B2JT8/HwkJCdxfCACkpaWhtbUVBQUFSElJ0Xlfa2srWltbudfK7varV6+ivb3duo3uglwux61bt1BeXk5zWK2A4mtdFF/rovhaH8XYuii+1kXxtS6Kr3U5UnyrqqoAdOYIqh1gIpEIIpHIJm1Q1q2arALAqlWr8MYbbyA8PByTJ0/GggULuO0djcmN8vPzkZycrPY+0tLSsHjxYpSXlyM6Otom70+Tyyas1dXVCAkJUTvm5+cHoVCI6upqvfe9/fbbXO+tqhEjRli8jYQQQgghhBDnk5CQoPY6KysLy5Yts3q9NTU1eOONN/Diiy+qHZ87dy6GDh0KPz8/nDx5EosXL8bly5fx73//G4BxuVF1dTWioqLUrlHeU11dTQkrACxbtkxnsqjq1KlTeOihh4wqT1e3NWPMYHf24sWLMW/ePO51e3s7zp8/j/DwcLvv59nY2Ij4+HgUFxfD29vbrm1xRRRf66L4WhfF1/ooxtZF8bUuiq91UXyty5Hiq1AoUFFRgfj4eLUeTlv0rjY0NGDcuHGIj49HVlaW2rlXX32V+/PAgQPh5+eHP/7xj1i1ahUCAgIAGJcbaV6jXHDJnltFOlTCOmvWLDzzzDMGr9HM+vWRyWQ4ceKE2rG6ujrI5XKtbxdU6erOHzlypFF1WltDQwMAICwsjObgWgHF17oovtZF8bU+irF1UXyti+JrXRRf63K0+EZERNi8zsbGRqSnp8PLywu7du3qcmj08OHDAQBlZWUICAgwKjeSyWRaI1Fv3LgBAAbzJ2tzqIQ1MDAQgYGBFikrKSkJK1euRFVVFXr16gWgc7KxSCRCYmKiReoghBBCCCGEEGtqaGhAWloaRCIR9uzZA7FY3OU9hYWFAMDlQcbkRklJSViyZAna2tq4ua8HDx5EaGio0Z2G1uBQCaspKioqUFtbi4qKCnR0dHB7FsXGxsLLywupqamIj49HRkYG3n33XdTW1mL+/PmYPn26Q3wzQwghhBBCCHFtd+7cQVlZGff68uXLKCoqgr+/PyIiIrh8prKyEgBQUlICoLO3UyaTobGxEampqWhubsZnn32GhoYGrsc5KCgIfD4f+fn5OH78OFJSUiCVSnHq1Cm8+uqrePLJJ7neYGNyoylTpmD58uXIzMzEkiVLcPHiRbz11ltYunSpXYcEgzmpadOmMQBaP4cPH+auuXLlChs3bhyTSCTM39+fzZo1i7W0tNiv0d3U0tLCsrKynPo9ODKKr3VRfK2L4mt9FGProvhaF8XXuii+1uXM8T18+LDOnGXatGmMMcZycnJ0ns/KyjJ4PwB2+fJlxhhjBQUFbNiwYUwqlTKxWMz69evHsrKyWFNTk1pbjMmNfv75Z/b73/+eiUQiJpPJ2LJly5hCobB2mAziMXZvJi0hhBBCCCGEEOJA7LvsLSGEEEIIIYQQogclrIQQQgghhBBCHBIlrIQQQgghhBBCHBIlrIQQQgghhBBCHBIlrIQQQgghhBBCHBIlrN2wYcMGREdHQywWIzExET/88IPa+Tt37mDWrFno3bs3JBIJ+vfvj40bN3ZZbl1dHTIyMiCVSiGVSpGRkYHbt2+rXTN37lwkJiZCJBJh8ODBRrW3tbUVs2fPRmBgIDw9PfHkk0/it99+M7luW3HF+Cr3wxKLxejVqxcyMjK4fbdszRXjCwBff/01hg0bBolEgsDAQDz11FNGlW9prhjf06dPY/To0fD19UVAQABeeOEF3Llzx6jyLc3Z4vvRRx9h1KhR8PHxAY/H0yqzvLwczz33HKKjoyGRSBATE4OsrCy0tbUZVb6luVp8ASAqKgo8Hk/tZ9GiRUaVb2muGN/S0lJMnDgRgYGB8PHxwciRI3H48GGjyrc0Z4pvbW0tZs+ejX79+sHDwwMRERGYM2cO6uvr1a5buXIlRowYAQ8PD/j6+nZZrrXZK8ZnzpzBn/70J4SHh3Plvv/++12W62zPwESDXTfVcWLbtm1jAoGAbd68mRUXF7O5c+cyT09PduXKFe6a559/nsXExLDDhw+zy5cvs02bNjE+n892795tsOz09HSWkJDAjh07xo4dO8YSEhLY+PHj1a6ZPXs2++CDD1hGRgYbNGiQUW2eMWMGCwsLY3l5eez06dMsJSWFDRo0iLW3t5tUty24anyzs7NZfn4+Ky8vZz/++CNLSkpiSUlJxgfGQlw1vtu3b2d+fn5s48aNrKSkhF24cIF9+eWXxgfGQlwxvteuXWN+fn5sxowZ7MKFC+zkyZNsxIgRbNKkSaYFxwKcMb7vvfcee/vtt9nbb7/NALC6ujq189988w3LzMxkBw4cYL/++iv76quvWHBwMHvttdeMKt+SXDG+jDEWGRnJVqxYwaqqqrifxsZGo8q3JFeNb2xsLBs7diw7c+YMKy0tZTNnzmQeHh6sqqrKqDosxdnie/bsWfbUU0+xPXv2sLKyMva///2PxcXFaX22Ll26lGVnZ7N58+YxqVRqdDyswZ4x3rJlC5s9ezb77rvv2K+//so+/fRTJpFI2Pr16w2W60zPwEQbJaxm+t3vfsdmzJihduyBBx5gixYt4l4PGDCArVixQu2aoUOHstdff11vucXFxQwAO378OHcsPz+fAWAXLlzQuj4rK8uoD8Tbt28zgUDAtm3bxh27du0ac3NzY/v37zerbmtyxfjq8tVXXzEej8fa2tq6rMOSXDG+crmchYWFsX//+99dlmdtrhjfTZs2seDgYNbR0cFdU1hYyACwixcvdlmHJTlbfFUpN4DX9cCv6Z133mHR0dEmlW8JrhrfyMhI9t5775lUnjW4Ynxv3rzJALAjR45wxxoaGhgAdujQIZPq6C5njq/SF198wYRCIZPL5VrncnJy7J6wOkqMlWbOnMlSUlL0nne2Z2CijYYEm6GtrQ0FBQVITU1VO56amopjx45xrx955BHs2bMH165dA2MMhw8fRmlpKdLS0vSWnZ+fD6lUimHDhnHHhg8fDqlUqla2qQoKCiCXy9XaHBoaioSEBK5ca9VtKleNr6ba2lps3boVI0aMgEAgMLtuU7lqfE+fPo1r167Bzc0NQ4YMQa9evTBmzBj88ssvZtdrDleNb2trK4RCIdzc7v/akEgkAICjR4+aXbepnDG+5qqvr4e/v79N63T1+K5atQoBAQEYPHgwVq5cafMh164a34CAAPTv3x+ffPIJmpqa0N7ejk2bNiEkJASJiYlWrVuVq8S3vr4ePj4+cHd3t2i5luCIMe7qs9KZnoGJbpSwmuHWrVvo6OhASEiI2vGQkBBUV1dzr9etW4f4+Hj07t0bQqEQ6enp2LBhAx555BG9ZVdXVyM4OFjreHBwsFrZpqquroZQKISfn5/eNlurblO5anyVFi5cCE9PTwQEBKCiogJfffWV2fWaw1Xje+nSJQDAsmXL8Prrr2Pv3r3w8/NDcnIyamtrza7bVK4a38ceewzV1dV499130dbWhrq6OixZsgQAUFVVZXbdpnLG+Jrj119/xfr16zFjxgyb1uvK8Z07dy62bduGw4cPY9asWVi7di1mzpxp9XpVuWp8eTwe8vLyUFhYCG9vb4jFYrz33nvYv3+/TedbukJ8a2pq8MYbb+DFF1+0WJmW5Ggxzs/PxxdffGEwXs70DEx0o4S1G3g8ntprxpjasXXr1uH48ePYs2cPCgoKsGbNGsycOROHDh0CAMyYMQNeXl7cj75ydZVtKZrl2rLurrhifAFgwYIFKCwsxMGDB8Hn8/Hss8+CMWbxurviavFVKBQAgL///e+YNGkSEhMTkZOTAx6Phy+//NLidXfF1eI7YMAAfPzxx1izZg08PDwgk8nQp08fhISEgM/nW7zurrhCfPWprKxEeno6Jk+ejOeff95m9apyxfi++uqrSE5OxsCBA/H888/jww8/xJYtW1BTU2P1ujW5WnwZY5g5cyaCg4Pxww8/4OTJk5g4cSLGjx9v0y+0lJw1vg0NDRg3bhzi4+ORlZVlkTKtxRFi/Msvv2DixIlYunQpRo8ebfJ7cORnYKLO8cYaOIHAwEDw+Xytb1xu3LjBfeN09+5dLFmyBLt27cK4ceMAAAMHDkRRURFWr16NJ554AitWrMD8+fPVypDJZLh+/bpWnTdv3tT6NssUMpmM6xVR/Ybpxo0bGDFihFXrNpWrxlf1/QUGBqJv377o378/wsPDcfz4cSQlJZldvylcNb69evUCAMTHx3PnRSIR+vTpg4qKCrPrNpWrxhcApkyZgilTpuD69evw9PQEj8dDdnY2oqOjza7bVM4YX1NUVlYiJSUFSUlJ+Oijj2xSpypXj6+q4cOHAwDKysoQEBBgkzpdNb7ffvst9u7di7q6Ovj4+ADoXEU2Ly8PH3/8sc1WY3bm+DY2NiI9PR1eXl7YtWuXTacKmcJRYlxcXIzHHnsM06dPx+uvv26wzc70DEx0ox5WMwiFQiQmJiIvL0/teF5eHvcPXy6XQy6Xq833AgA+n8/1BAUHByM2Npb7AYCkpCTU19fj5MmT3D0nTpxAfX29VuJjisTERAgEArU2V1VV4dy5c1y51qrbVK4aX12UPautra1m120qV42vchuBkpIS7hq5XI7y8nJERkaaXbepXDW+qkJCQuDl5YXPP/8cYrHYrG+2zeWM8TXWtWvXMGrUKAwdOhQ5OTla7bcFV46vpsLCQgD3v+yyBVeNb3NzMwBotdnNzY1rsy04a3wbGhqQmpoKoVCIPXv2QCwWd6s8a3KEGP/yyy9ISUnBtGnTsHLlyi7b7EzPwEQPqy7p5MKUS3pv2bKFFRcXs1deeYV5enqy8vJy7prk5GQ2YMAAdvjwYXbp0iWWk5PDxGIx27Bhg8Gy09PT2cCBA1l+fj7Lz89nDz74oNay2hcvXmSFhYXsxRdfZH379mWFhYWssLCQtba26i13xowZrHfv3uzQoUPs9OnT7LHHHtO5pHdXdduCK8b3xIkTbP369aywsJCVl5ezb7/9lj3yyCMsJiaGtbS0dCNapnPF+DLG2Ny5c1lYWBg7cOAAu3DhAnvuuedYcHAwq62tNTNS5nHV+K5fv54VFBSwkpIS9sEHHzCJRMLef/99M6NkPmeMb1VVFSssLGSbN2/mVlMtLCxkNTU1jLHOFStjY2PZY489xn777Te1rVdszRXje+zYMZadnc0KCwvZpUuX2Oeff85CQ0PZk08+2Y1ImccV43vz5k0WEBDAnnrqKVZUVMRKSkrY/PnzmUAgYEVFRd2IlumcLb4NDQ1s2LBh7MEHH2RlZWVq/++rfv5euXKFFRYWsuXLlzMvLy+uXHtuzWSPGJ87d44FBQWxqVOnqsXqxo0bBst1pmdgoo0S1m7417/+xSIjI5lQKGRDhw5l33//vdr5qqoqlpmZyUJDQ5lYLGb9+vVja9asYQqFwmC5NTU1bOrUqczb25t5e3uzqVOnai0hn5yczABo/Vy+fFlvuXfv3mWzZs1i/v7+TCKRsPHjx7OKigqT67YVV4vvzz//zFJSUpi/vz8TiUQsKiqKzZgxg/32228mx8YSXC2+jDHW1tbGXnvtNRYcHMy8vb3ZE088wc6dO2dSXCzFFeObkZHB/P39mVAoZAMHDmSffPKJSTGxJGeLb1ZWls57cnJyGGOdW1XoOm+v75VdLb4FBQVs2LBhTCqVcu3NyspiTU1N5oSn21wtvowxdurUKZaamsr8/f2Zt7c3Gz58ONu3b5+pobEIZ4qvcqugru6ZNm2azmsOHz5sRoS6z14x1vdvMTIy0mC5zvYMTNTxGLPDai+EEEIIIYQQQkgXaA4rIYQQQgghhBCHRAkrIYQQQgghhBCHRAkrIYQQQgghhBCHRAkrIYQQQgghhBCHRAkrIYQQQgghhBCHRAkrIYQQQgghhBCHRAkrIYQQQgghhBCHRAkrIYQQQgghhBCHRAkrIYQQQgghhBCHRAkrIYQQQgghhBCHRAkrIYQQQgghhBCH9P8B/ulAoWfNE1YAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "alpha = 1.0 * vamp_returns[:, :, 1]\n", "alpha = pl.DataFrame(alpha).fill_nan(0)\n", "alpha.columns = ['BTCUSDT', 'ETHUSDT', 'XRPUSDT', 'SOLUSDT', 'DOGEUSDT']\n", "backtest('BTCUSDT', alpha['BTCUSDT'].to_numpy(), 0.00025)" ] }, { "cell_type": "markdown", "id": "66bb3a1c-c5f1-4c50-a4ca-79af93151966", "metadata": {}, "source": [ "In the case of Effective VAMP, the equity curve at a 0.5% depth range appears more stable than at a 0.25% depth range, in contrast to VAMP." ] }, { "cell_type": "markdown", "id": "016d4972-5352-438e-a170-11105f064e73", "metadata": {}, "source": [ "Effective VAMP at a depth range 0.25%" ] }, { "cell_type": "code", "execution_count": 35, "id": "d52a01b5-5c5e-4982-93e7-f1ff5dce3548", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:0023.61410734.2026640.0153580.0083951449.072.4521461.8293650.0002121.0604e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ ionValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ 23.614107 ┆ 34.202664 ┆ … ┆ 72.452146 ┆ 1.829365 ┆ 0.000212 ┆ 1.0604e6 │\n", "│ 1 ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "alpha = 1.0 * vamp_eff_returns[:, :, 0]\n", "alpha = pl.DataFrame(alpha).fill_nan(0)\n", "alpha.columns = ['BTCUSDT', 'ETHUSDT', 'XRPUSDT', 'SOLUSDT', 'DOGEUSDT']\n", "backtest('BTCUSDT', alpha['BTCUSDT'].to_numpy(), 0.00025)" ] }, { "cell_type": "markdown", "id": "c46962d4-a3d6-4309-9954-ca654f006930", "metadata": {}, "source": [ "Effective VAMP at a depth range 0.50%" ] }, { "cell_type": "code", "execution_count": 36, "id": "a371c1d1-5835-42b0-9075-7858fc2f3858", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:0018.07853725.7163610.0176050.0128031466.073.3019251.3750360.000241.0549e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ ionValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ 18.078537 ┆ 25.716361 ┆ … ┆ 73.301925 ┆ 1.375036 ┆ 0.00024 ┆ 1.0549e6 │\n", "│ 1 ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "alpha = 1.0 * vamp_eff_returns[:, :, 1]\n", "alpha = pl.DataFrame(alpha).fill_nan(0)\n", "alpha.columns = ['BTCUSDT', 'ETHUSDT', 'XRPUSDT', 'SOLUSDT', 'DOGEUSDT']\n", "backtest('BTCUSDT', alpha['BTCUSDT'].to_numpy(), 0.00025)" ] }, { "cell_type": "markdown", "id": "18bc6ac2-49d4-4d5a-8aa0-03dae1ba0db2", "metadata": {}, "source": [ "The [Market Making with Alpha - Order Book Imbalance](https://hftbacktest.readthedocs.io/en/latest/tutorials/Market%20Making%20with%20Alpha%20-%20Order%20Book%20Imbalance.html) tutorial covered the standardized simple order book imbalance, and its effectiveness is reconfirmed within the current pricing framework. The parameters of the standardized order book imbalance are the same as those used in the [Market Making with Alpha - Order Book Imbalance](https://hftbacktest.readthedocs.io/en/latest/tutorials/Market%20Making%20with%20Alpha%20-%20Order%20Book%20Imbalance.html) tutorial." ] }, { "cell_type": "code", "execution_count": 37, "id": "fab44d9e-090b-4bcc-a7ac-676cc5246a15", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:0021.42184930.0330650.0150160.0122041007.050.3490091.2303730.0002981.0587e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ ionValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ 21.421849 ┆ 30.033065 ┆ … ┆ 50.349009 ┆ 1.230373 ┆ 0.000298 ┆ 1.0587e6 │\n", "│ 1 ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "alpha = 1.0 * standardized_obi[:, :, 4]\n", "alpha = pl.DataFrame(alpha).fill_nan(0)\n", "alpha.columns = ['BTCUSDT', 'ETHUSDT', 'XRPUSDT', 'SOLUSDT', 'DOGEUSDT']\n", "backtest('BTCUSDT', alpha['BTCUSDT'].to_numpy(), 0.00025)" ] }, { "cell_type": "markdown", "id": "ba04d9de-7e91-4566-bda4-b47a3ff1dcca", "metadata": {}, "source": [ "The following illustrates the performance of the equally weighted linear sum of the signals." ] }, { "cell_type": "code", "execution_count": 38, "id": "6ab0ef7a-b372-4d18-805d-7007053a008b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:0024.18059734.3957760.0140640.007173671.033.5503371.9608290.0004191.0494e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ ionValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ 24.180597 ┆ 34.395776 ┆ … ┆ 33.550337 ┆ 1.960829 ┆ 0.000419 ┆ 1.0494e6 │\n", "│ 1 ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "alpha = (1.0 * rev_usdt + 1.0 * rev_fdusd + 1.0 * vamp_eff_returns[:, :, 1] + 1.0 * standardized_obi[:, :, 4]) / 4\n", "alpha = pl.DataFrame(alpha).fill_nan(0)\n", "alpha.columns = ['BTCUSDT', 'ETHUSDT', 'XRPUSDT', 'SOLUSDT', 'DOGEUSDT']\n", "backtest('BTCUSDT', alpha['BTCUSDT'].to_numpy(), 0.00025)" ] }, { "cell_type": "markdown", "id": "84c58ab2-3a65-4bc4-b7ba-284ddeff2d32", "metadata": {}, "source": [ "Optimizing the weights of signals may lead to better results, but the inclusion of multiple factors with adjusted weights inevitably heightens the risk of overfitting. In essence, pricing and forecasting amount to managing this risk, as the informational edge provided by each individual alpha is intrinsically limited and noisy." ] }, { "cell_type": "code", "execution_count": 39, "id": "93010d72-2d33-4a56-8f1e-20b598fb8b0f", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:0032.17805446.3654750.0143010.005087576.028.7996522.8115460.0004971.0509e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ ionValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ 32.178054 ┆ 46.365475 ┆ … ┆ 28.799652 ┆ 2.811546 ┆ 0.000497 ┆ 1.0509e6 │\n", "│ 1 ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "alpha = 0.3 * rev_usdt + 0.4 * rev_fdusd + 0.15 * vamp_eff_returns[:, :, 1] + 0.15 * standardized_obi[:, :, 4]\n", "alpha = pl.DataFrame(alpha).fill_nan(0)\n", "alpha.columns = ['BTCUSDT', 'ETHUSDT', 'XRPUSDT', 'SOLUSDT', 'DOGEUSDT']\n", "backtest('BTCUSDT', alpha['BTCUSDT'].to_numpy(), 0.00025)" ] }, { "cell_type": "markdown", "id": "f2925503-a927-4ae3-bce3-cdd3ade2cf64", "metadata": {}, "source": [ "Even the reversion to the equal market, which does not improve results as an individual alpha, enhances performance when combined with multiple factors. However, the question remains: is this genuine or merely overfitting? A longer validation period is required to determine this." ] }, { "cell_type": "code", "execution_count": 40, "id": "88c72a62-6cf6-404f-b7ed-fb5b5fccc22f", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:0049.86111472.6084020.0392160.0117712109.0105.450633.3317130.0003721.0718e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ ionValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ 49.861114 ┆ 72.608402 ┆ … ┆ 105.45063 ┆ 3.331713 ┆ 0.000372 ┆ 1.0718e6 │\n", "│ 1 ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "alpha = 0.1 * rev_mkt + 1.0 * rev_usdt + 1.0 * rev_fdusd + 0.5 * vamp_eff_returns[:, :, 1] + 0.1 * standardized_obi[:, :, 4]\n", "alpha = pl.DataFrame(alpha).fill_nan(0)\n", "alpha.columns = ['BTCUSDT', 'ETHUSDT', 'XRPUSDT', 'SOLUSDT', 'DOGEUSDT']\n", "backtest('BTCUSDT', alpha['BTCUSDT'].to_numpy(), 0.00025)" ] }, { "cell_type": "markdown", "id": "886f6426-0e47-4892-b942-bc1fe03dadbe", "metadata": {}, "source": [ "An additional metric for assessing the signal is the information coefficient. As no explicit target forward return was defined, the IC is plotted over the forward return horizon." ] }, { "cell_type": "code", "execution_count": 41, "id": "f78092d0-dab0-41d7-a9ab-0ad542088b1f", "metadata": {}, "outputs": [], "source": [ "def ic(symbol, alpha):\n", " ic = []\n", " k_ = np.arange(1, 36000, 100)\n", " for k in k_:\n", " df_alpha = alpha.with_columns(\n", " (df_futures[symbol].shift(-k) / df_futures[symbol] - 1).alias(\"fwd_ret\")\n", " )\n", " \n", " # Drops last k rows (since they have no forward return)\n", " df_alpha = df_alpha.drop_nulls()\n", " \n", " # Computes IC\n", " ic.append(df_alpha.select(\n", " pl.corr(symbol, 'fwd_ret')\n", " ).item())\n", " plt.plot(k_ * 0.1 / 60, ic)\n", " plt.title('IC by Forward Return Horizon')\n", " plt.xlabel('Forward Return Horizon (min)')\n", " plt.ylabel('IC')\n", " plt.grid()" ] }, { "cell_type": "code", "execution_count": 42, "id": "9b39327a-b4e2-426e-acdc-2d675d703cb7", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ic('BTCUSDT', alpha)" ] }, { "cell_type": "markdown", "id": "d121576f-b717-4b06-95e5-51411c98b678", "metadata": {}, "source": [ "### ETHUSDT" ] }, { "cell_type": "code", "execution_count": 43, "id": "529da2e9-928d-42a8-b62c-8bbb8065d104", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:0016.90741624.0364810.0223050.0159623129.0156.4497811.3973390.0001431.0525e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ ionValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ 16.907416 ┆ 24.036481 ┆ … ┆ 156.44978 ┆ 1.397339 ┆ 0.000143 ┆ 1.0525e6 │\n", "│ 1 ┆ 2 ┆ ┆ ┆ ┆ 1 ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "backtest('ETHUSDT', alpha['ETHUSDT'].to_numpy(), 0.0005)" ] }, { "cell_type": "markdown", "id": "41982ca0-f094-46d1-ac44-0bb1fedd3698", "metadata": {}, "source": [ "### XRPUSDT" ] }, { "cell_type": "code", "execution_count": 44, "id": "e42e4174-47e0-4441-8941-9d68f73879e6", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:0013.23998219.1438940.0156890.0200042619.0130.9501620.7842840.000121.0512e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ ionValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ 13.239982 ┆ 19.143894 ┆ … ┆ 130.95016 ┆ 0.784284 ┆ 0.00012 ┆ 1.0512e6 │\n", "│ 1 ┆ 2 ┆ ┆ ┆ ┆ 2 ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "backtest('XRPUSDT', alpha['XRPUSDT'].to_numpy(), 0.0005)" ] }, { "cell_type": "markdown", "id": "0517d859-c25d-4716-8ed6-67f5f101f2e0", "metadata": {}, "source": [ "### SOLUSDT" ] }, { "cell_type": "code", "execution_count": 45, "id": "f423eb40-cee0-4b4e-8bc7-0c374973dac7", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:001.8337422.5918090.00250.0210561921.096.0494160.1187180.0000261.0528e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌────────────┬───────────┬──────────┬──────────┬───┬───────────┬───────────┬───────────┬───────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPositi │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ onValue │\n", "│ datetime[μ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ s] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞════════════╪═══════════╪══════════╪══════════╪═══╪═══════════╪═══════════╪═══════════╪═══════════╡\n", "│ 2025-08-01 ┆ 2025-08-0 ┆ 1.833742 ┆ 2.591809 ┆ … ┆ 96.049416 ┆ 0.118718 ┆ 0.000026 ┆ 1.0528e6 │\n", "│ 00:00:00 ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└────────────┴───────────┴──────────┴──────────┴───┴───────────┴───────────┴───────────┴───────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "backtest('SOLUSDT', alpha['SOLUSDT'].to_numpy(), 0.0005)" ] }, { "cell_type": "markdown", "id": "8731f26b-eaac-436d-9224-384d667995ff", "metadata": {}, "source": [ "### DOGEUSDT" ] }, { "cell_type": "code", "execution_count": 46, "id": "e44758b0-07e2-465e-b043-09ff8c2b6eca", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:00-12.423814-17.422319-0.0241790.0641733559.0177.949679-0.376771-0.0001361.0568e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ ionValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ -12.42381 ┆ -17.42231 ┆ … ┆ 177.94967 ┆ -0.376771 ┆ -0.000136 ┆ 1.0568e6 │\n", "│ 1 ┆ 2 ┆ 4 ┆ 9 ┆ ┆ 9 ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "backtest('DOGEUSDT', alpha['DOGEUSDT'].to_numpy(), 0.0005)" ] }, { "cell_type": "markdown", "id": "eedba683-cf11-4fed-bffa-def53a1313a3", "metadata": {}, "source": [ "### ETHUSDT" ] }, { "cell_type": "code", "execution_count": 47, "id": "f916a15c-c7a3-4da7-bb1c-a9294823f01e", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:0021.5167730.3884560.0246530.0143651964.098.1993121.7162090.0002511.0958e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬──────────┬───────────┬───┬───────────┬───────────┬───────────┬───────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPositi │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ onValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪═══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ 21.51677 ┆ 30.388456 ┆ … ┆ 98.199312 ┆ 1.716209 ┆ 0.000251 ┆ 1.0958e6 │\n", "│ 1 ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴──────────┴───────────┴───┴───────────┴───────────┴───────────┴───────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "backtest('ETHUSDT', alpha['BTCUSDT'].to_numpy(), 0.0005)" ] }, { "cell_type": "markdown", "id": "d70df666-593f-495b-9e6d-b531ad48c52b", "metadata": {}, "source": [ "### XRPUSDT" ] }, { "cell_type": "code", "execution_count": 48, "id": "29859779-bdb2-4dce-bf43-91cb0540a3dd", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:0028.74657440.694770.0406940.0171571721.086.049762.3718590.0004731.0526e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬───────────┬──────────┬───┬───────────┬───────────┬───────────┬───────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPositi │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ onValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪═══════════╪══════════╪═══╪═══════════╪═══════════╪═══════════╪═══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ 28.746574 ┆ 40.69477 ┆ … ┆ 86.04976 ┆ 2.371859 ┆ 0.000473 ┆ 1.0526e6 │\n", "│ 1 ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴──────────┴───┴───────────┴───────────┴───────────┴───────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "backtest('XRPUSDT', alpha['BTCUSDT'].to_numpy(), 0.0005)" ] }, { "cell_type": "markdown", "id": "08ffaf22-0d5c-48c8-9431-5b72208b951d", "metadata": {}, "source": [ "### SOLUSDT" ] }, { "cell_type": "code", "execution_count": 49, "id": "03fc7d93-1518-4235-ad22-d59437f40ab1", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:0024.08141533.7888550.0297430.0155251334.066.6986391.9157990.0004461.0537e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ ionValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ 24.081415 ┆ 33.788855 ┆ … ┆ 66.698639 ┆ 1.915799 ┆ 0.000446 ┆ 1.0537e6 │\n", "│ 1 ┆ 2 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "backtest('SOLUSDT', alpha['BTCUSDT'].to_numpy(), 0.0005)" ] }, { "cell_type": "markdown", "id": "28d5e147-19b8-4cca-89c1-3e0764331818", "metadata": {}, "source": [ "### DOGEUSDT" ] }, { "cell_type": "code", "execution_count": 50, "id": "bd81a6b9-9bf2-4b6b-a0e0-a2a90cb87670", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (1, 11)
startendSRSortinoReturnMaxDrawdownDailyNumberOfTradesDailyTurnoverReturnOverMDDReturnOverTradeMaxPositionValue
datetime[μs]datetime[μs]f64f64f64f64f64f64f64f64f64
2025-08-01 00:00:002025-08-02 00:00:0019.84067427.9000830.0334060.0151312322.0116.0979342.2078660.0002881.0536e6
" ], "text/plain": [ "shape: (1, 11)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ start ┆ end ┆ SR ┆ Sortino ┆ … ┆ DailyTurn ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ over ┆ rMDD ┆ rTrade ┆ ionValue │\n", "│ datetime[ ┆ datetime[ ┆ f64 ┆ f64 ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ μs] ┆ μs] ┆ ┆ ┆ ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ 2025-08-0 ┆ 2025-08-0 ┆ 19.840674 ┆ 27.900083 ┆ … ┆ 116.09793 ┆ 2.207866 ┆ 0.000288 ┆ 1.0536e6 │\n", "│ 1 ┆ 2 ┆ ┆ ┆ ┆ 4 ┆ ┆ ┆ │\n", "│ 00:00:00 ┆ 00:00:00 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "backtest('DOGEUSDT', alpha['BTCUSDT'].to_numpy(), 0.0005)" ] }, { "cell_type": "markdown", "id": "286b5441-a719-4a86-b04f-6242cfd5564d", "metadata": {}, "source": [ "## Backtesting over a longer period\n", "to be continued..." ] } ], "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": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 5 }