{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "9-IJVWQK4PKJ" }, "source": [ "## Evaluate Metrics" ] }, { "cell_type": "markdown", "metadata": { "id": "yHLfiIeBg0F4" }, "source": [ "We want to simulate the game process in order to know how it look like in real and which set of parameters should we choose to play effectively.\n", "Here we will adjust following parameter:\n", "\n", "* Number of players (2 → 4).\n", "* Number of robots per player (1 → 4).\n", "* Number of required mails to win (4 → 15).\n", "* The battery option.\n", "\n", "And we will evaluate following metrics for each set of parameters:\n", "\n", "* The time span of the game process if we consider it takes Δt seconds for a\n", " player to move a robot.\n", "* Win percentage for each player.\n", "\n", "First, download pre-trained models from Google Drive and unzip it." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 122 }, "id": "HEECBO5yxwO_", "outputId": "6190dddf-eabf-47de-b231-4f6184f3dcd1" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Downloading...\n", "From (original): https://drive.google.com/uc?id=1SmrYhUC9PNyBR_yUJQJxJsBrNjSARZQD\n", "From (redirected): https://drive.google.com/uc?id=1SmrYhUC9PNyBR_yUJQJxJsBrNjSARZQD&confirm=t&uuid=aaadf2ed-a63a-4db9-8c11-440b83245eba\n", "To: /content/checkpoints.zip\n", "100%|██████████| 673M/673M [00:07<00:00, 87.7MB/s]\n" ] }, { "data": { "application/vnd.google.colaboratory.intrinsic+json": { "type": "string" }, "text/plain": [ "'checkpoints.zip'" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import gdown\n", "file_url = 'https://drive.google.com/uc?id=1SmrYhUC9PNyBR_yUJQJxJsBrNjSARZQD'\n", "gdown.download(file_url, 'checkpoints.zip', quiet=False)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "id": "Jhop6AA1yLfW" }, "outputs": [], "source": [ "%unzip checkpoints.zip > out.txt" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "82Q8tmeH0Zp6", "outputId": "71cf3827-32d7-4906-9f13-f8e86a3b3457" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m42.6/42.6 kB\u001b[0m \u001b[31m2.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m192.8/192.8 kB\u001b[0m \u001b[31m8.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.4/1.4 MB\u001b[0m \u001b[31m33.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m163.1/163.1 kB\u001b[0m \u001b[31m9.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m958.1/958.1 kB\u001b[0m \u001b[31m31.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m847.8/847.8 kB\u001b[0m \u001b[31m35.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[?25h" ] } ], "source": [ "%pip install -q rbgame" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "id": "nvTgiQQz1e9S" }, "outputs": [], "source": [ "%cp -r /usr/local/lib/python3.10/dist-packages/rbgame/assets ." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "id": "luxM32hj11Nk" }, "outputs": [], "source": [ "import os\n", "import time\n", "\n", "from pprint import pprint\n", "import numpy as np\n", "import matplotlib\n", "import matplotlib.pyplot as plt\n", "from tqdm import tqdm\n", "import torch\n", "import yaml\n", "from rbgame.trainer import DecentralizedTrainer\n", "from rbgame.utils import dqn_constructor" ] }, { "cell_type": "markdown", "metadata": { "id": "Yk7zHnaOmmWz" }, "source": [ "The metrics can be evaluted with our method `DecentralizedTrainer.test(agents, eval_metrics=True)`. It runs amount of episodes and show you average time span of the game process in `'time_spans'` key and number of wins for each player in `'count_wins'` key. In training it measure the reward metric instead. For each case of parameters, we will measure metrics in **64** episodes to get average.\n", "\n", "Following function take the grid of parameters with a discrete number of values for each and return the metrics for us. See the docstring for explanation." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "id": "Ayfl5IEm1s4r" }, "outputs": [], "source": [ "def evalulate_metrics(\n", " nums_players_p: list[int]|np.ndarray,\n", " nums_robots_per_player_r: list[int]|np.ndarray,\n", " required_mails_m: list[int]|np.ndarray,\n", " with_battery: bool\n", " ) -> tuple[np.ndarray, np.ndarray]:\n", " \"\"\"\n", " Compute metrics for grid of parameters.\n", "\n", " :param nums_players_p: List of numbers of players to iterate through\n", " :param nums_robots_per_player_r: List of numbers of robots per player to iterate through\n", " :param required_mail_m: List of numbers of required mails to iterate through\n", " :param with_battery: Whether to use battery or not\n", " :return: Tuple of time spans and number of wins for each case of parameters\n", " \"\"\"\n", " # P - length of nums_players_p\n", " # R - length of nums_robots_per_player_r\n", " # M - length of required_mails_m\n", " assert min(nums_players_p) >= 2\n", " assert max(nums_players_p) <= 4\n", " assert min(nums_robots_per_player_r) >= 1\n", " assert max(nums_robots_per_player_r) <= 3\n", " # 4 possible colors of robot\n", " robot_colors = ['r', 'b', 'gr', 'p']\n", " # zero initialize\n", " time_spans_p_r_m = np.zeros((len(nums_players_p), len(nums_robots_per_player_r), len(required_mails_m)), dtype=np.float64)\n", " count_wins_p_r_m = np.zeros((len(nums_players_p), len(nums_robots_per_player_r), len(required_mails_m)), dtype=object)\n", " for p, num_players in enumerate(nums_players_p):\n", " for r, num_robots_per_player in enumerate(nums_robots_per_player_r):\n", " # for each case of number players and number robots per player, initialize agent and tester\n", " agent = dqn_constructor(num_players*num_robots_per_player, with_battery=with_battery)\n", " tester = DecentralizedTrainer(\n", " env_args = dict(\n", " colors_map='assets/csv_files/colors_map.csv',\n", " targets_map='assets/csv_files/targets_map.csv',\n", " # this is not important, we change it after\n", " required_mail=4,\n", " robot_colors=robot_colors[0:num_players],\n", " num_robots_per_player=num_robots_per_player,\n", " with_battery=with_battery,\n", " max_step=2000,\n", " ),\n", " num_test_envs=16,\n", " # for all following measurements, run 64 episodes for one sets of parameters\n", " episodes_per_test=64,\n", " )\n", " for m, required_mail in enumerate(tqdm(required_mails_m)):\n", " # set required mail for all environments\n", " tester.test_env.set_env_attr('required_mail', required_mail)\n", " # get the metrics\n", " test_stats = tester.test([agent]*num_players*num_robots_per_player, eval_metrics=True)\n", " time_spans_p_r_m[p, r, m] = test_stats['time_spans']\n", " count_wins_p_r_m[p, r, m] = test_stats['count_wins']\n", "\n", " return time_spans_p_r_m, count_wins_p_r_m" ] }, { "cell_type": "markdown", "metadata": { "id": "AwZgrB3zxRrt" }, "source": [ "Some plotting functions." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "id": "ShTOWlwpsZdv" }, "outputs": [], "source": [ "def plot_multi_line(\n", " axis,\n", " time_spans_n_m :np.ndarray,\n", " nums_players_n: list[int]|np.ndarray|None,\n", " nums_robots_per_player_n: list[int]|np.ndarray|None,\n", " required_mails_m: list[int]|np.ndarray,\n", " x_label: str,\n", " y_label: str,\n", " title: str,\n", " legend_title: str,\n", ") -> None:\n", " \"\"\"\n", " Plot the time spans depending on number of required mails.\n", " For each case number of players or number of robots per player, we plot one line.\n", " All graph is plotted in :code:`axis`.\n", "\n", " :param axis: Axis to plot on\n", " :param time_spans_n_m: Time spans to plot\n", " :param nums_players_n: List of numbers of players to iterate through\n", " :param nums_robots_per_player_n: List of numbers of robots per player to iterate through\n", " :param required_mail_m: List of numbers of required mails to iterate through\n", " :param x_label: X axis label.\n", " :param y_label: Y axis label.\n", " :param title: Main title of the plot.\n", " :param legend_title: Title of the legend.\n", " \"\"\"\n", " # N - length of num_players or length of num_robots_per_player\n", " # M - length of required_mail\n", " assert nums_players_n is not None or nums_robots_per_player_n is not None\n", " assert any([nums_players_n is None, nums_robots_per_player_n is None])\n", " if nums_players_n is not None:\n", " for i, num_players in enumerate(nums_players_n):\n", " axis.plot(np.array(required_mails_m), time_spans_n_m[i], label=f'{num_players} players')\n", " else:\n", " for i, num_robots_per_player in enumerate(nums_robots_per_player_n):\n", " axis.plot(np.array(required_mails_m), time_spans_n_m[i], label=f'{num_robots_per_player} robot per player')\n", " # add title, labels, and legend\n", " axis.set_title(title, fontsize=14)\n", " axis.set_xlabel(x_label, fontsize=14)\n", " axis.set_ylabel(y_label, fontsize=14)\n", " axis.legend(title=legend_title, loc=\"upper left\", fontsize=13, title_fontsize=14)\n", " # show grid for better readability\n", " axis.grid()" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "id": "YlaNOWRDdqBo" }, "outputs": [], "source": [ "def plot_percent_bar(\n", " axis,\n", " count_wins_m_p :np.ndarray,\n", " required_mails_m: list[int]|np.ndarray,\n", " colors_p: list[str]|np.ndarray,\n", " x_label: str,\n", " y_label: str,\n", " title: str,\n", " legend_title: str,\n", ") -> None:\n", " \"\"\"\n", " Plot some bars that show how many times each player wins depending on number of required mails.\n", "\n", " :param axis: Axis to plot on\n", " :param count_wins_m_p: Number of wins for each player for each case of number of required mails\n", " :param required_mail_m: List of numbers of required mails to iterate through\n", " :param colors_p: List of colors of players\n", " :param x_label: X axis label.\n", " :param y_label: Y axis label.\n", " :param title: Main title of the plot.\n", " :param legend_title: Title of the legend.\n", " \"\"\"\n", " # P - number of players\n", " # M - length of required_mail_m\n", " # calculate percentages for each column\n", " percentages_m_p = count_wins_m_p / count_wins_m_p.sum(axis=1, keepdims=True) * 100\n", " # define categories and labels\n", " categories_m = [str(required_mail) for required_mail in required_mails_m]\n", " # create the bar chart\n", " for i, color in enumerate(colors_p):\n", " bars = axis.bar(\n", " categories_m,\n", " percentages_m_p[:, i],\n", " bottom=percentages_m_p[:, 0:i].sum(axis=1),\n", " label=color,\n", " color=color,\n", " )\n", " # add percentage labels\n", " for j, bar in enumerate(bars):\n", " axis.text(\n", " bar.get_x() + bar.get_width() / 2,\n", " bar.get_y() + bar.get_height() / 2,\n", " f'{percentages_m_p[j, i]:.1f}',\n", " ha='center',\n", " va='center',\n", " color='black',\n", " fontsize=13,\n", " )\n", " # add labels, legend, and title\n", " axis.set_xlabel(x_label, fontsize=14)\n", " axis.set_ylabel(y_label, fontsize=14)\n", " axis.set_title(title, fontsize=14)\n", " axis.legend(\n", " title=legend_title,\n", " loc=\"lower center\",\n", " bbox_to_anchor=(0.5, 1.1),\n", " ncol=len(colors_p),\n", " fontsize=13,\n", " title_fontsize=14,\n", " )" ] }, { "cell_type": "markdown", "metadata": { "id": "4tlDSLNwFczE" }, "source": [ "### The number of robots per player is fixed.\n", "First, we fix the number of robots per player equal to one and perform measurements when change number of players (2 → 4), required number mails (4 → 15) and the battery option." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "0CW9UYa9cVmd", "outputId": "dcd44ce6-fb66-4dd7-c50c-c030540d4c38" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 12/12 [01:32<00:00, 7.68s/it]\n", "100%|██████████| 12/12 [02:57<00:00, 14.76s/it]\n", "100%|██████████| 12/12 [03:05<00:00, 15.46s/it]\n" ] } ], "source": [ "# without battery\n", "time_span_1, count_win_1 = evalulate_metrics(\n", " nums_players_p=[2, 3, 4],\n", " nums_robots_per_player_r=[1],\n", " required_mails_m=np.arange(4, 16),\n", " with_battery=False,\n", ")\n", "# pop all draw game\n", "for i in range(3):\n", " for j in range(12):\n", " count_win_1[i, 0, j].pop(None, 0)" ] }, { "cell_type": "code", "execution_count": 48, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "HW_fdCP__RMA", "outputId": "f0c3c3e7-4935-4332-f62c-9c74036f2f16" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 12/12 [02:16<00:00, 11.36s/it]\n", "100%|██████████| 12/12 [03:08<00:00, 15.74s/it]\n", "100%|██████████| 12/12 [04:06<00:00, 20.57s/it]\n" ] } ], "source": [ "# with battery\n", "time_span_with_battery_1, count_win_with_battery_1 = evalulate_metrics(\n", " nums_players_p=[2, 3, 4],\n", " nums_robots_per_player_r=[1],\n", " required_mails_m=np.arange(4, 16),\n", " with_battery=True,\n", ")\n", "for i in range(3):\n", " for j in range(12):\n", " count_win_with_battery_1[i, 0, j].pop(None, 0)" ] }, { "cell_type": "markdown", "metadata": { "id": "6D9BamAS7PSU" }, "source": [ "Let plot our results." ] }, { "cell_type": "code", "execution_count": 49, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 506 }, "id": "0DpFZdsn7Vwc", "outputId": "5e63eb1e-06c5-4e29-b940-efcc20553b76" }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(15, 5))\n", "plot_multi_line(\n", " axis=axes[0],\n", " time_spans_n_m=time_span_1[:, 0, :],\n", " nums_players_n=[2, 3, 4],\n", " nums_robots_per_player_n=None,\n", " required_mails_m=np.arange(4, 16),\n", " x_label='Number of required mails',\n", " y_label='Average time span $(\\\\Delta t)$',\n", " title=\"Average game time span over 64 episodes depending on \\nthe number of required mails to win for 'no battery' case\",\n", " legend_title='Number of players',\n", ")\n", "plot_multi_line(\n", " axis=axes[1],\n", " time_spans_n_m=time_span_with_battery_1[:, 0, :],\n", " nums_players_n=[2, 3, 4],\n", " nums_robots_per_player_n=None,\n", " required_mails_m=np.arange(4, 16),\n", " x_label='Number of required mails',\n", " y_label='Average time span $(\\\\Delta t)$',\n", " title=\"Average game time span over 64 episodes depending on \\nthe number of required mails to win for 'with battery' case\",\n", " legend_title='Number of players',\n", ")\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 50, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "V2Hp2bt39Rue", "outputId": "31278210-7586-48a6-f96f-c3f56cd0a66f" }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(3, 2, figsize=(15, 20))\n", "colors = ['red', 'blue', 'green', 'purple']\n", "for i in range(3):\n", " plot_percent_bar(\n", " axis=axes[i, 0],\n", " count_wins_m_p=np.array([np.array(list(count.values())) for count in count_win_1[i, 0, :]]),\n", " required_mails_m=np.arange(4, 16),\n", " colors_p=colors[:i+2],\n", " x_label='Number of required mails',\n", " y_label='Percent of win (%)',\n", " title=f\"Win percentages depending on the number of required \\nmails to win for '{i+2} players and no battery' case\",\n", " legend_title='Players',\n", " )\n", "for i in range(3):\n", " plot_percent_bar(\n", " axis=axes[i, 1],\n", " count_wins_m_p=np.array([np.array(list(count.values())) for count in count_win_with_battery_1[i, 0, :]]),\n", " required_mails_m=np.arange(4, 16),\n", " colors_p=colors[:i+2],\n", " x_label='Number of required mails',\n", " y_label='Percent of wins (%)',\n", " title=f\"Win percentages depending on the number of required \\nmails to win for '{i+2} players and with battery' case\",\n", " legend_title='Players',\n", " )\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "4wArC-GjIdiq" }, "source": [ "### The number of players is fixed.\n", "Now, we fix the number of players equal to 2 and perform measurements when change number of robots per player (1 → 3), required number mails (4 → 15) and the battery option." ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "3J0RRlJRJIGB", "outputId": "e8ad269c-d34e-48e2-8fbf-1c7af505b4f4" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 12/12 [01:51<00:00, 9.28s/it]\n", "100%|██████████| 12/12 [01:44<00:00, 8.71s/it]\n", "100%|██████████| 12/12 [01:53<00:00, 9.42s/it]\n" ] } ], "source": [ "# without battery\n", "time_span_2, count_win_2 = evalulate_metrics(\n", " nums_players_p=[2],\n", " nums_robots_per_player_r=[1, 2, 3],\n", " required_mails_m=np.arange(4, 16),\n", " with_battery=False,\n", ")\n", "# pop all draw game\n", "for i in range(3):\n", " for j in range(12):\n", " count_win_2[0, i, j].pop(None, 0)" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "4nKdtivHJSy2", "outputId": "db246627-d010-4145-9a83-9029aa37cb36" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 12/12 [02:09<00:00, 10.82s/it]\n", "100%|██████████| 12/12 [02:10<00:00, 10.88s/it]\n", "100%|██████████| 12/12 [02:12<00:00, 11.05s/it]\n" ] } ], "source": [ "# with battery\n", "time_span_with_battery_2, count_win_with_battery_2 = evalulate_metrics(\n", " nums_players_p=[2],\n", " nums_robots_per_player_r=[1, 2, 3],\n", " required_mails_m=np.arange(4, 16),\n", " with_battery=True,\n", ")\n", "for i in range(3):\n", " for j in range(12):\n", " count_win_with_battery_2[0, i, j].pop(None, 0)" ] }, { "cell_type": "markdown", "metadata": { "id": "i6CpqEURO4US" }, "source": [ "And plot the results." ] }, { "cell_type": "code", "execution_count": 51, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 506 }, "id": "4vb6oLVnPg7F", "outputId": "e050459f-1dd6-4965-8d71-33ba9420a410" }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(15, 5))\n", "plot_multi_line(\n", " axis=axes[0],\n", " time_spans_n_m=time_span_2[0, :, :],\n", " nums_players_n=None,\n", " nums_robots_per_player_n=[1, 2, 3],\n", " required_mails_m=np.arange(4, 16),\n", " x_label='Number of required mails',\n", " y_label='Average time span $(\\\\Delta t)$',\n", " title=\"Average game time span over 64 episodes depending on \\nthe number of required mails to win for 'no battery' case\",\n", " legend_title='Number of robots \\n per player',\n", ")\n", "plot_multi_line(\n", " axis=axes[1],\n", " time_spans_n_m=time_span_with_battery_2[0, :, :],\n", " nums_players_n=None,\n", " nums_robots_per_player_n=[1, 2, 3],\n", " required_mails_m=np.arange(4, 16),\n", " x_label='Number of required mails',\n", " y_label='Average time span $(\\\\Delta t)$',\n", " title=\"Average game time span over 64 episodes depending on \\nthe number of required mails to win for 'with battery' case\",\n", " legend_title='Number of robots \\n per player',\n", ")\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "NOqp8-pwQFfv" }, "source": [ "**Number of robots per player almost doesn't affects the game time span.**" ] }, { "cell_type": "code", "execution_count": 52, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "fCYrg3HvQvbX", "outputId": "78f1ae15-f06f-4c9f-a5b1-e5af2a5e01b3" }, "outputs": [ { "data": { "image/png": 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xuW9RXC4i2UGd6CIi+UDqO10AjDGUKlWKL774wuN7ateundPFkjxgs9ncpl+5csUlzRhDnTp1GD16tMf1pRfIi4iIiIgrxeYCistFxJk60UVE8qHq1avzxx9/0LRpU4oXL55u3uuvv57k5GT++OMPbr75ZqdlW7duzcliSjq2bt1Kp06dnNJ+//13wDpmnkRGRnLy5EmXdHd3yVSvXp1jx47RqlUr/Pw0Q5uIiIhITlBsXrApLheR7KArW0QkH3rooYdITk7mxRdfdLv8yJEjjn/bA8K3337bKc/MmTM1XDQPffjhhyQkJDj+n5CQwEcffURERAQxMTEe31ejRg22bdvGgQMHHGlJSUm8//77LnkfeughDh8+7PGOl9TniYiIiIhkjWLzgk1xuYhkB92JLiKSD91999307t2b9957j/Xr19OhQwdKlizJ/v37Wb16NTt27HDcAdG2bVs6duzIZ599xsmTJ2nXrh07d+7k448/pnbt2mzevDmPa1M4lSxZkiZNmtC7d28AJk2axF9//cWECRNchgin1rdvX7766ivatGlDnz59uHTpElOnTnX7nmeeeYYFCxYwaNAgFi9eTKtWrQgLC+Ovv/5i0aJFBAcHEx8fn2N1FBERESkMFJsXbIrLRSQ7qBNdRCSfmjhxInFxcXzyySeMGDGCS5cuUbZsWRo0aMCIESOc8k6fPp0hQ4Ywbdo0FixYQJ06dZgxYwZffPGFAvU8MnLkSJYvX87777/veNDUtGnTeOCBB9J9X3R0NJMnT+aNN95g0KBBlC9fnieffJJGjRrRunVrp7xFihRh7ty5fPDBB0ydOpWhQ4cCEBUVRePGjenZs2eO1U9ERESkMFFsXnApLheR7GAzxpi8LoSIiN3FixfZvXs3VatWJTg4OK+LI+LTdL2JiIiIJ4oTRHKXrjmR/E1zoouIiIiIiIiIiIiIeKBOdBERERERERERERERD9SJLiIiIiIiIiIiIiLigTrRRUREREREREREREQ8UCe6iIiIiIiIiIiIiIgH6kQXEREREREREREREfFAnegiIiIiIiIiIiIiIh6oE11E8iVjTF4XQcTn6ToTERGRjCheEMkdutZE8jd1ootIvlKkSBEAzp8/n8clEfF99uvMft2JiIiI2BUpUgSbzca5c+fyuigihcK5c+ew2WyKzUXyqYC8LoCISGr+/v5ERERw9OhRAIoWLYrNZsvjUon4FmMM58+f5+jRo0RERODv75/XRRIREZF8xt/fn/DwcI4dO0ZSUhJhYWEEBAQoNhfJRsYYrly5QmJiIomJiYrNRfIxm9F4ERHJZ4wxHD58mNOnT+d1UUR8WkREBGXLltWXYREREXHLGENCQgJHjx7l6tWreV0cEZ/l7+9P6dKlCQ8PV2wukk+pE11E8q2rV69y+fLlvC6GiE8qUqSI7nIRERERrxhjuHr1KleuXMnrooj4nICAAPz9/dV5LpLPqRNdRERERERERERERMQDPVhURERERERERERERMQDdaKLiIiIiIiIiIiIiHigTnQREREREREREREREQ/UiS4iIiIiIiIiIiIi4oE60UVEREREREREREREPFAnuoiIiIiIiIiIiIiIB+pEFxERERERERERERHxQJ3oIiIiIiIiIiIiIiIeqBNdRERERERERERERMQDdaKLiIiIiIiIiIiIiHigTnTJUUuWLMFmszFs2LC8LooUMlWqVKFKlSp5XYxc5a7Ow4YNw2azsWTJkjwpU0GxZ88ebDYbvXr1yuui5Gu+1qYfPnyYnj17UrFiRfz9/bHZbJw+fTqvi5WtYmNjsdlsebZ9tUEi+YevteFScCgut+gz0TuKy73ja2264vKcpzbo2qkTXZysWbMGm81Gu3bt3C5/9tlnsdls1KxZ0+3yd999F5vNxksvvZSTxRQ3fO1DVCS75XXQIvlPr169mDp1Ki1btmTIkCEMHTqU4ODgvC6WiAiguLwgU1wukj7F5ZKW4nIpCALyugCSvzRq1IjixYuzcuVKrly5QkCA8ykSHx+PzWZj+/btHD58mLJly7osB2jVqhUAjRs3ZuvWrZQsWTJ3KiAiTvr27Uv37t2pVKlSXhdFJF+5dOkSCxYsoE2bNkybNi2vi5NjpkyZwvnz5/O6GCKSBYrLRXyL4nIR9xSXS0GhO9HFSUBAAC1atODs2bP8/PPPTstOnDjBb7/9RpcuXYC/A3O75ORkli9fTlBQEM2aNQOgaNGi1KxZU8G6SB4pWbIkNWvWpGjRonldFJF85fDhwyQnJxMVFZXXRclRlSpV8niXqojkb4rLRXyL4nIR9xSXS0GhTnRxERcXB+AyT9LSpUsxxtC/f38iIyNdgvWNGzdy6tQpmjVr5hh242koo32OuLNnz/LMM88QFRVFUFAQdevW5ZtvvvG6rJMnT8ZmszF58mRmzZpF48aNKVq0KKVKleLhhx/myJEjbt+3e/duHn30USpVqkRQUBDlypWjV69e7N271yWvzWYjNjaWAwcO8NBDD1G2bFn8/Pyc9s+yZcvo3LkzZcqUISgoiIoVK9K1a1dWrFjhtC5jDBMnTiQ6OpqwsDCKFi1Ko0aNmDhxost2U89X9cUXX1C/fn1CQkIoV64czzzzDBcuXHDKaz9uw4cPx2azOf727NkDwB9//MHgwYNp0KAB1113HcHBwdSoUYMXXniBs2fPut1PmzZt4s477yQ0NJTw8HDuvPNONm/eTK9evZzWndqsWbNo3bo1JUqUIDg4mNq1a/POO+9w9epVp3zJyclMmDCBxo0bExkZSUhICBUqVKBjx46ZmqNr1qxZ3HrrrYSEhFCmTBkee+wxTp065TH/pUuXGD16NA0aNKBYsWKEhobSokULZs+e7ZLXXs9du3bx1ltvUb16dYKDg6latSqvvPIKly9fdruNZcuW0bFjR0qWLElQUBDVq1dnyJAhLr86p74+1q1bx2233ebY1126dHG7fzNbZ3fznqWeZ3DHjh106dKFEiVKUKxYMdq0acPGjRvdrmvp0qW0bNmSYsWKcd1113Hfffexb9++LA3HnDRpEk2aNKF48eIUL16cJk2aMHnyZJd8Wd1HadlsNpYuXer4t/3P3VyLmdknR48e5bnnnqNatWoEBQVRsmRJunXrxubNm73dFY7zbPfu3YwdO5aaNWsSFBRE5cqVGT58OMnJyU7505vLLnWbaJf6eG/dupUOHToQERFBiRIluP/++zl+/DgAq1evpnXr1oSFhVGiRAkeffRRzp0757HcK1asIDY2ltDQUCIiIujWrRs7duy45v1k/3w4ffo0ffv2pWLFigQEBLg9P9I6d+4cQ4cOpWbNmgQHBxMZGUn79u1ZuXKlU77Y2FgqV64MwGeffZbu+ZBa6vNx1apV3H777URERDid/5lp5wFOnjxJnz59KFOmDEWLFuXWW2/lu+++c3ss05sewNP8oe6uz9TrnjNnDtHR0YSGhjrN3ZqZthJg37593H///URGRlK8eHFiYmJYtmxZuvtTRDKmuNyZ4nLF5YrLLYrLXSkuV1yuuNyiuDznaDoXcWEP+uLj43nxxRcd6fHx8YSEhNC0aVNatGjhEqzb/29/f0YuX77M7bffzqlTp+jWrRvnz5/nq6++4t5772XevHncfvvtXpf522+/5ccff+Tuu++mTZs2rFmzhkmTJrF8+XJ++uknSpQo4ci7du1a2rZty7lz5+jQoQPVq1dnz549TJs2jf/973+sXr2a66+/3mn9J06coFmzZkRGRtK9e3cuXrxIWFgYAGPGjOG5554jJCSELl26UKlSJQ4cOMCKFSv45ptvaN68OWA14A8++CBffvkl1atX54EHHiAwMJAFCxbwyCOP8Pvvv/POO++41O29995j3rx5dOrUiVatWjFv3jzGjh3L8ePHHUOdYmNj2bNnD5999hkxMTHExsY63h8REQHAjBkz+PTTT4mLiyM2Npbk5GTWrFnDyJEjWbp0KcuWLaNIkSKO923cuJEWLVpw7tw5unbtSvXq1Vm3bh3NmzenXr16bo/Diy++yJtvvkn58uXp2rUr4eHhLF++nEGDBrF27Vq+/vprp7xvvfUWN9xwAw888AChoaGO/bZw4UKnOngyZcoUevbsSVhYGD169CAiIoLvv/+eNm3acOnSJQIDA53yJyUl0a5dO5YsWUL9+vV55JFHuHz5MnPnzqVTp06MGzeOvn37umzn2WefZeXKldx7770UL16cOXPmMHToUDZt2uTy5fLDDz/k6aefJiIigo4dO1K6dGnWrVvH66+/Tnx8PPHx8S7l+vnnn3nrrbeIi4vjiSee4Ndff2XmzJn89ttvbN682WkuuMzWOT179uyhadOm3HzzzTz88MPs3LmTWbNmERcXx9atWylTpowj7/z582nfvj3+/v7cd999REVFER8fT/PmzZ2uL2/079+fcePGUb58eR555BHAuoZ79+7Nr7/+ypgxY1zek5l95M7QoUOZPHkye/fuZejQoY70+vXrZ3mf7Ny5k9jYWPbv38/tt99O586dOXr0qKM9WrRoEU2aNPF6vwwaNIilS5fSoUMH2rZty8yZMxk2bBiXLl3i9ddf93o9nuzevZt//OMfNGrUiEcffZR169bx1VdfsW/fPt58801uv/12brvtNh5//HGWLFnCp59+SnJystsgc82aNYwYMYJ27drRr18/tmzZwnfffcfy5ctZs2aNUxualf2UlJREq1atOHv2LHfddRcBAQFO+96dixcv0qpVK3766ScaNGjAs88+y5EjR5g+fTo//vgjX375Jffccw9gfUGqX78+Y8aMoV69enTu3BlwPR88WbVqFW+88QZxcXE8/vjj/PXXX0Dm2/nz588TGxvLb7/9RrNmzYiJiWHfvn3cd999mfoMzKqvv/6a+fPn06FDB5566ikSExOBzLeVhw4dolmzZhw4cIC2bdvSoEEDtm7dym233eZ1TCAi7ikuV1wOistTU1yuuFxxuTPF5YrLFZfnIiOSxpUrV0x4eLgpVqyYuXTpkiO9du3aJi4uzhhjzOjRow1g9u3b51jesWNHA5hly5Y50uLj4w1ghg4d6rSNypUrG8B06tTJJCUlOdIXLlxoANO2bVuvyjpp0iQDGMDMmzfPadkLL7xgANO3b19H2qVLl0yVKlVMaGioWb9+vVP+5cuXG39/f9OhQwendPv6e/fuba5cueK0bMOGDcbPz89ERUWZ3bt3Oy1LTk42Bw4ccPz/k08+cawn9X5NSkpy7Lt169Y50ocOHWoAEx4ebrZt2+ZIP3/+vKlRo4bx8/NzWr+nfW23f/9+p31tN3z4cAOYzz//3Cm9efPmBjDTpk1zSn/ppZcc+yR1nefPn+84dmfPnnXaD3369DGA+eabbxzpkZGRJioqypw7d86lTCdOnHBbh9QSEhJMWFiYKVasmNm+fbsj/dKlS6Zly5YGMJUrV3Z6z7///W8DmJdeeskkJyc70hMTE02jRo1MYGCg0z7t2bOnAUypUqWczvWkpCTHNlLXacuWLSYgIMDUq1fPHD9+3GnbI0aMMIB55513HGn2YwaYr776yil/jx49DGC+/PLLa6qz/TyKj493pO3evdux3TfffNMp/5AhQwxgRowY4Ui7cuWKqVy5srHZbGb58uVO+R966CHHuryxdOlSA5hatWqZ06dPO9JPnjxpatSo4bEN8XYfpScmJsZjOTO7T4wx5h//+Ifx9/d3aXu2b99uQkNDTZ06dbwql/08q1q1qjl48KAj/dixYyYiIsKEhoY6XbvujqmdvU2cNGmS27q9++67jvTk5GRz5513GsBERESYmTNnOpZdunTJ1K1b1wQEBJjDhw870lMfj48++shp2x999JEBXNrQzO4n++dD27Ztzfnz59PZc87sbdmDDz7odH2vX7/eBAYGmoiICJOYmOiyX3r27On1NlLXf+LEiS7Ls9rOP/bYY07rmTdvnmM7qY9leu28p/q4O+/t54mfn59ZsGCBy7qy2la+9tprTuv5+OOPHfVwd76KSMYUlysuN0ZxuTGKy+0Ulysut1NcrrhccXnuUye6uGVvVFasWGGMMebo0aPGZrOZ4cOHG2OM+eWXXwxgpkyZYowx5urVqyYiIsKEhIQ4fahkFKzv2rXLZduVK1c2kZGRXpXT3uC0adPGZdmZM2dMRESECQsLM1evXjXGGDNjxgwDmFdeecXt+rp27Wr8/PxMQkKCIw0wgYGB5tixYy75n3zySY+Ndlp169Y1xYoVc/vhs2nTJgOYAQMGONLsjfjLL7/skt++bPbs2Y60jIJ1T06cOGEA06tXL0fanj17DGDq1avnkv/s2bOmRIkSLsH6XXfdZQCzd+9el/ecPn3a2Gw2061bN0daZGSkqVKlirl48WKmymv32WefGcD069fPZdny5ctdAterV6+aEiVKmBtuuMHpw8du9uzZBjDjxo1zpHn6AEq9jdSBSf/+/V2CzdTbL1WqlGnYsKEjzX7MWrZs6ZLfvuz555/Pcp2NST9Yr1q1quPaSLusa9eujrQlS5YYwNx1110u2/3rr7+Mv7+/18H6ww8/bAAzffp0l2XTpk0zgHn44YcdaZndR+nxJlj3dp+sX7/epaypPf/88wYwv/32W4blsp9n7toR+7JNmzY50rIarLs796dMmWIAR0dMaq+88ooBzOLFix1p9n1eo0YNl/109epVU716dWOz2czRo0eNMVnbT/bPh40bN7p9jyfXX3+9KVKkiNMXa7vHHnvM6TPLmGsL1hs0aOB2eWbb+apVq5rAwEBz6NAhl/ytW7fO8WC9S5cuLuvJbFuZlJRkgoODTenSpc2FCxdc1lW9enUF6yLXSHG54nLF5YrL7RSXKy63U1yuuFxxee7TdC7iVmxsLHPmzCE+Pp7o6GiWLFmCMcYxlK9+/fqEh4cTHx9Pjx492LBhA6dPn6ZNmzZeD1uLiIigatWqLukVKlRg9erVmSpvixYtXNKKFy9O/fr1WbJkCbt27aJatWqsWbMGgO3bt7udu8r+QIs//viDRo0aOdKrVq3q9iFMP/30E0CGw3vOnz/Pb7/9RlRUFCNHjnRZbp/Db9u2bS7LGjZs6JJWoUIFAE6fPp3udlMzxjBp0iQmT57M5s2bSUhIcJrT7eDBg45/2+eZi46OdllPsWLFqF+/vsuw4TVr1lCsWDGP84uFhIQ41a979+588MEH1K5dm+7duxMXF0ezZs0ICQnxqj72Mro79s2aNSMgwLl52759O6dOnSIqKorhw4e7vOfYsWOA+2OQ3jZ+/fVXR5r9/LIPhUurSJEi13SMM1vnjNSvXx8/P+dHY6S3XfsQ6NQqVqxIpUqV2L17t1fbtO8vd8OC7cPLNmzY4LIsu66DjHi7T+zH+siRI27bEvtx3rZtG7Vr1/Zq2zldx7p167rMwVeuXDnA/XBJ+7LUbYNddHS0y37y8/MjOjqaP//8k40bNzqG8EPm91NwcDB16tTxum6JiYns2rWLWrVqOfZZanFxcYwfP54NGzbQo0cPr9frya233uqSltl2PjExkd27d3PTTTdRtmxZl/wtWrRw245kp8aNG7ukZbat3L59u2PIbtrh26nPCRHJOsXlistBcbmd4nLF5Wm3o7hccXlaissVl+cUdaKLW6kfYjRkyBCWLFlCcHCwY34sPz8/mjdv7gjY7K+tWrXyehvh4eFu0wMCAlwe2JERT3Ny2dMTEhIA60ERgGPOQk/SPrTD0/oTEhKw2WyODzVPTp06hTGGAwcOuG38PG0XcMzxmJo9KEv7UKD09O/fn/fee4+KFSty1113Ua5cOYKCggDroUdJSUmOvPb5t0qXLu12Xe72x8mTJ7ly5YrX9RszZgxVq1Zl0qRJvPbaa7z22msEBwdz7733MmrUKLdfjlKzH1N3ZfT39+e6665zKR/Ali1b2LJli1dltHNXX/s27OVIvY3MzpPn7THObJ2za7venA/eBuuJiYn4+flRqlQpt+ux2WyO7WWlrNfK2+3Yj/XcuXOZO3eux/Wl9wCgrG47q9Jbf3rL3D2oK7Ntbmb3U+nSpTP1UCz7OeOpXPY22t25lRXutpPZdj4r7Wx289SWg/dtZXrtkqdtiEjmKC5XXA6Ky+0UlysuT7sdxeWKy9NSXK64PKeoE13cqlevHiVKlGDVqlVcunSJ+Ph4mjZt6gjuwPrFeu7cuezZs8fxNOq8elDBkSNH0k23fzGwfyDNmTOHDh06eL1+Tx8aERERGGM4dOgQ5cuX9/h++3YbNmzIunXrvN5udjl69Cjvv/8+devWZfXq1RQtWtSx7PDhwy4fLPbyHj161O363O3vsLAwbDab44niGQkICGDgwIEMHDiQgwcPsnTpUiZNmsSUKVM4fPgwP/74Y7rvtx9Td2W8evUqJ06ccDom9jp169bN5aFDGTly5Ag33nij222k/iCybyMxMZHQ0NBMbcMbma1zdsnK+ZDeupKTkzl27JjLh/vRo0cxxrgNHPMbexk9PfQqJ9nvNLly5YrLstRfHnNSZtvczO6nzATqqbfjqVyHDx92ynet3JUvs+18Vq6r7D726dXD27YyvXYJMtc+iIh7isudKS53prhccXlqissVl6dNV1yuuNxOcfm188s4ixRGfn5+xMTEcOHCBWbPns3WrVtdhnnFxMQAsHDhQpYvX07x4sWdhlrmpuXLl7uknT17lg0bNhAWFuZ4IrX9jp3MDkv1xD7kZv78+enmCw0NpVatWmzdujVbh7il5u/vD7j/ZXzXrl0YY2jTpo1ToA7u9129evUA60nXaZ0/f94xjDC1Jk2acOLEiSwND4qKiuL+++9n3rx5VKtWjYULF3LhwoV032Mvo7vyr1692uXDrFatWoSFhbFu3Tq3v+CnJ71t3HLLLY40+/llHyqX3TJb5+ze7sqVK12W7d+/3/EEdG/Y95f9C35q9jRvn8SeWeldI5mV3W1JZpQoUQKAAwcOuCxLPYw5J61cudLlzsTk5GRWrVqFzWZznDO5tZ/s7fyOHTvc7pecPrcg8+18WFgYVatWZceOHY4vE6m5u85z49hntq2sUaMGwcHBrFu3josXLzots58TInJtFJd7R3H53xSXKy73huLya6e43JXicsXlvkyd6OKR/e4V+90QaYP1Bg0aEBoaypgxY0hISKBFixaZnvstuyxcuNDlDonXX3+d06dP89BDDzl+JezUqROVKlVi9OjRLFu2zGU9ly9fZsWKFV5vt0+fPvj7+zNkyBD27t3rtMwY4zRnWf/+/Tl//jyPPfaY26Fku3fvZs+ePV5vO63IyEgA9u3b57KscuXKgBV8p/6A3b9/Py+++KLb/NHR0WzYsIHp06c7LXv77bcdw4pS69+/PwAPP/wwJ06ccFl++PBhtm7dCkBSUpLbBvzcuXOcPXuWIkWKuMzrllanTp0ICwtj4sSJ/PHHH470y5cvM2TIEJf8AQEBPPnkk+zdu5eBAwe6/RDavHmz219tx4wZw/79+x3/v3TpEv/5z38A6NWrlyP9qaeeIiAggH79+rkNYE+fPn1NH6iZrXN2ad68OZUqVWLOnDkuQddLL72UqeC3Z8+egNWupB7Cl5CQ4Ghr7HmyW3rXSGY1btyYJk2a8OWXX7pcI2AFKUuXLr3m7bhjn/dvypQpTtfz6tWrMxwSn13++OMPxo8f75Q2fvx4/vjjD9q3b+8YFpyb+6lnz55cvnyZF198EWOMI33Tpk1MnjyZ8PBwOnfunC3b8iSz7XyPHj24dOkSL7/8slO++fPnu5138cYbbyQ0NJTZs2c7tcNHjhzhtddey5Y6ZLatDAoK4t577+Xo0aOMGjXKKd+ECROc2ioRyTrF5RlTXP43xeWKy72huPzaKS53T3G54nJfpelcxCN7sL5582aCg4Np2rSp03J/f3+io6OZN2+eU/680KFDBzp27Mjdd99NlSpVWLNmDfHx8dxwww288sorjnxBQUF888033HHHHcTExNCqVSvq1KmDzWZj7969LF++nOuuu87tQ2bcqVOnDu+++y79+/fn5ptvpnPnzlSuXJnDhw+zbNky2rdvz7vvvgvAE088wZo1a/jss89YuXIlbdq0ISoqiiNHjrBt2zbWrl3LF198QZUqVbK0D2rWrElUVBRfffUVQUFBVKhQAZvNRr9+/ShXrhzdunXj22+/pVGjRrRu3ZojR47w/fff07p1a3bu3OmyvnHjxtGyZUsefPBBvv32W6pVq8b69etZs2YNLVu2ZNmyZU4Bdbt27XjppZd49dVXqVatGu3ataNy5cqcOHGCHTt2sHz5cl577TVq1arFhQsXiI6OpkaNGjRs2JBKlSpx9uxZvv/+ew4fPszAgQOdhii7Ex4eztixY+nVqxe33nor3bt3Jzw8nO+//56QkBC382EOHz6c9evXM3bsWObOnUvLli0pXbo0Bw4c4LfffmPjxo2sXr3aZThj06ZNqVevHvfddx/FihVjzpw5bN++na5du9KtWzdHvtq1a/PBBx/w5JNPcuONN3LnnXdyww03cObMGXbt2sXSpUvp1asXH330UWYPb5brnB38/f356KOPuOuuu2jVqhX33Xcf5cqVY+nSpRw4cIB69eqxadMmr9bVsmVL+vXrx7hx46hduzbdunXDGMO3337L/v376d+/Py1btsyRerRq1YpvvvmGbt26cccddxAcHEy9evXo2LFjltb35ZdfEhcXR/fu3Xn33Xdp0KABISEh/PXXX6xevZpjx4653AGQHZo2bUp0dDSLFy+mWbNmtGzZkr179zJr1iw6duzId999l+3bTKtt27b079+fH374gZtvvpktW7YwZ84cSpYsyZgxY5zy5tZ+Gjx4MHPnzmXq1Kls3bqV1q1bc/ToUaZPn86VK1cYP358jgznTi2z7fzgwYOZMWMG48ePZ8uWLbRs2ZJ9+/bx3//+l/bt27vMVxkYGEi/fv144403aNCgAZ06deLMmTPMmTOHmJgYt215VmS2rXzzzTdZtGgRQ4YMYcWKFdxyyy1s3bqVH374gdtvvz3Du0JFJGOKyzOmuFxxueJyxeWKyxWX2ykuV1yeI4yIB8nJyaZkyZIGMLGxsW7zjBgxwgAGMD///LPL8vj4eAOYoUOHOqVXrlzZVK5c2e06Y2JijLen5qRJkwxgJk2aZGbOnGluvfVWExISYq677jrTq1cvc+jQIbfv279/v3nmmWdM9erVTVBQkAkLCzO1atUyjz76qFm0aJFTXsDExMSkW474+HjToUMHExkZaQIDA02FChVMt27dzMqVK13yTp8+3bRp08aUKFHCFClSxJQvX97ExsaaUaNGmWPHjjnyDR061AAmPj4+3XqntmbNGhMTE2NCQ0Mdx2X37t3GGGPOnDljBgwYYKpUqWKCgoJM9erVzauvvmouXbrksY6//vqradu2rSlevLgJDQ01d9xxh/ntt99Mhw4dDGBOnTrl8p4FCxaYjh07mlKlSpkiRYqYsmXLmmbNmplXX33V/PXXX8YYYy5dumRGjhxpbr/9dlOhQgUTGBhoypQpY1q2bGm++OILk5ycnO7+Tu27774zDRs2NEFBQaZ06dLm0UcfNSdPnvR4jl25csV8/PHHJjo62oSFhZmgoCBTqVIl065dO/Phhx+as2fPOvL27NnTAGbnzp3mzTffNNWqVTOBgYGmcuXKZtiwYSYpKcltmX766SfTvXt3ExUVZYoUKWJKlixpGjRoYF544QWzdetWRz5P14cxxuzevdsApmfPntdUZ3fnUXrrNsbzOb948WLTvHlzExISYiIjI80999xj/vrrL1O7dm0THh7udl2eTJw40dx6662maNGipmjRoubWW281EydOdMmX1X3kzuXLl83gwYNNpUqVTEBAgNN7s7pPTp48aYYMGWJq165tQkJCTPHixU316tXNAw88YGbMmOFVueznmf1aTc1TO3D8+HHz0EMPmcjISBMSEmKaNm1qfvzxR7dtQ3p1S2//ultX6vzLly83MTExplixYiYsLMx06dLF/Pnnn27rmJn9lN7nQ0bOnj1rXnrpJVOjRg0TGBhoIiIizB133GGWL1/ukjez548x6e+v1Lxt540x5sSJE+bxxx83pUqVMsHBwaZhw4ZmxowZHtv5q1evmmHDhpmKFSuawMBAU6NGDTNmzBiza9cut/Vx95nqad2pZaatNMaYvXv3mvvuu89ERESYokWLmhYtWpilS5em+1kmIt5TXG5RXK64XHG5RXF5jEu64nLF5e4oLldcnp1sxqQaWyFSwEyePJnevXszadIkp+F7knOuXr3KDTfcwIULF3z+wRS9evXis88+Y/fu3Vm+E8nXnTlzhjJlylCnTh3Wrl2b18UR8Rn6fBORgkbtVu5TXC6pKS4XyRn6fBM7zYkuIm5duXKF48ePu6S/+eab7N27N8fnMJP85dy5c5w5c8Yp7erVqwwaNIgLFy7ofBARERHJIYrLJTXF5SIieUNzoouIW2fPnqV8+fLcdttt1KhRg8uXL7N27Vp+/vlnypUrx7Bhw/K6iJKL/vzzT5o3b07btm25/vrrOXPmDMuXL+f333/n5ptvdjzASkRERESyl+JySU1xuYhI3lAnuoi4VbRoUR555BEWL17MsmXLuHjxIuXKleOJJ57gpZdeyrGH5Uj+VL58ee655x6WLl3KvHnzuHLlCpUqVWLgwIH85z//oVixYnldRBERERGfpLhcUlNcLiKSNzQnuoiIiIiIiIiIiIiIB5oTXURERERERERERETEA3Wii4iIiIiIiIiIiIh4oE50yROTJ0/GZrMxefJkp/QqVapQpUqVPClTXtuzZw82m41evXrl2DYuX77MsGHDqF69OkFBQdhsNmbOnJlj2yvocuOYiPeGDRuGzWZjyZIleV0Un1JQzvOCUk4RkfxGcbcrxd35jz7n8xfF3Tkjt8/zrBzH7Dz2NpuN2NjYa16PSH6hTnTxeQrI/jZq1CiGDx9OVFQUAwcOZOjQodSsWTNXyxAbG+vyhe38+fOMGjWKBx54gJo1a+Ln54fNZmPPnj25Wra8EBsbi81my+tiiAjpdygtWbIEm83GsGHDcrVM3qpSpYq+pIhInlPc/TfF3fmP4m4R32qn07um83s93bXPkv8F5HUBpHDq0qULTZs21ZPkUylfvjxbt24lPDw8x7bx/fffU7x4cRYsWEBgYGCObSezjh49ysCBAwGoXLkyJUqU4OTJk3lcKhEREZGCT3G3K8XdirtFCoO+ffvSvXt3KlWqlNdFEfEJuhNd8kR4eDg1a9bM0cC1oClSpAg1a9bM0S84Bw8e5LrrrstXgTxAyZIlmT9/PidOnGDPnj3ceuuteV0kEREREZ+guNuV4m7F3SKFQcmSJalZsyZFixbN66KI+AR1ohdiqYemr1q1iri4OEJDQylVqhRPPfUUFy5cAGDu3Lk0a9aMYsWKUaZMGQYPHsyVK1ec1pWQkMDIkSOJiYkhKiqKwMBAoqKieOihh9i5c6fLtj3NzejOxYsXGTVqFPXq1SM8PJxixYpRpUoV7r33XjZu3JjueydPnkzVqlUB+Oyzz7DZbI6/1HN8nTt3zjHEMjg4mMjISNq3b8/KlSszLB/AqVOn8Pf3p0OHDk7pGzZscGxvx44dTstiY2MJCQkhKSkJ8DzcyD5EyT6vYpUqVQgKCqJGjRp88MEHXpXPPq/Z7t272bt3r6NMaYcPTZo0iSZNmlC8eHGKFy9OkyZN3B6jtOfO7bffTkRERJaHRxYvXpzbbruNyMjILL0/Nft0DKdPn6Zv375UrFiRgIAAp3rMmTOHuLg4wsPDCQkJoV69eowePdrlvE5ty5YttG/fnoiICIoXL87tt9/OL7/84jbv3r17eeSRRyhfvjyBgYFUqFCBRx55hL/++sspn81mY+nSpY5/2/9SnwPx8fHccccdREVFERQURJkyZWjRogWffPKJV/vDfv5cvHiRF154gUqVKhEcHEytWrUYN24cxhi375s1axatW7emRIkSBAcHU7t2bd555x2uXr3qlC/1tTxnzhyio6MJDQ31amiafY68/fv3c//991OyZEmKFi1KdHQ0Cxcu9Kp+ABMnTqRTp05UqVLFcf22bduW+Ph4p3wLFy7EZrPx1FNPuV3Pzp078fPzo23btk7pZ86cYejQodx8882EhIQQERFB27ZtWbFihcs6Uu/vIUOGcMMNN1CkSJEMpwDJbBuaeq7CL774gvr16xMSEkK5cuV45plnHO13alevXmXkyJFUq1aN4OBgqlWrxogRI0hOTk63bGn16tXL0Z6MHTuWmjVrEhQUROXKlRk+fLjb9V25coXRo0dTr149QkJCCA8PJy4ujjlz5mRq23beXo+//PILffv2pXbt2o7rvU6dOrz55ptcvnzZkc/e/u7du9epjbS3c8OGDSMuLg6A4cOHOy1PPfz90qVLjB49mgYNGlCsWDFCQ0Np0aIFs2fP9rgfd+3axahRo7jpppsICgqiV69eDBkyBJvNxn//+1+39Z84cSI2m40RI0Zkaf/ZzZo1i9tvv53rrruO4OBgqlSpQo8ePdi8ebMjzx9//MHgwYNp0KCBI1+NGjV44YUXOHv2rMs6Dx06xDPPPEP16tUd10utWrXo06cPCQkJTnkzs79ECjrF3Usc+RR3WxR3K+62U9z9N8XdfxszZgw2m41vvvnGKf3ZZ5/FZrPRvHlzp3R7u9a7d2+3ZQfv22k7b+ubEW/Pu8zEneld097W0xjDxIkTiY6OJiwsjKJFi9KoUSMmTpzoUrbU+3Ly5Mk0aNCAokWLEhsby4QJE7DZbLz11ltu67948WJsNhtPPPFEpvddasuWLaNz586UKVOGoKAgKlasSNeuXZ2uj4MHDzJ06FCaNm1K6dKlCQoKokqVKjz11FMcPXrUZZ0JCQm8/PLL3HTTTRQvXpywsDCqVatGz5492bt3r1PezOwvX6XpXIS1a9cycuRI2rZtyxNPPEF8fDwffvghiYmJdOzYkV69etGpUyeaNWvG3LlzefvttylevDgvv/yyYx1bt27l5ZdfJi4uji5dulCsWDG2bdvGF198wdy5c1m/fj2VK1fOUvl69uzJf//7X+rWrUvv3r0JCgpi3759xMfH8/PPP1OvXj2P761fvz7PPPMMY8aMoV69enTu3NmxzB5sXLx4kVatWvHTTz/RoEEDnn32WY4cOcL06dP58ccf+fLLL7nnnnvSLWOJEiWoV68ey5cv5+rVq/j7+wM4BRPx8fFUq1bNsc01a9bwj3/8g6CgIK/2w/33389PP/3EHXfcgb+/P//97395+umnKVKkCI899li677XPk/vuu+8C1gcvQEREhCNP//79GTduHOXLl+eRRx4B4Ntvv6V37978+uuvjBkzxmW9q1at4o033iAuLo7HH3/cJVjNK0lJSbRq1YqzZ89y1113ERAQQJkyZQAYPXo0AwYMIDIykgceeIBixYoxe/ZsBgwYwPLly5kxY4bLl5Jdu3YRHR1NgwYNePLJJ9m7dy9ff/01LVu2ZPHixTRp0sSR948//qB58+YcO3aMjh07cvPNN7N582YmTpzInDlzWLFiBTVq1ABg6NChTJ48mb179zJ06FDHOurXrw9YX6Q7duxIREQEnTp1oly5chw7doyNGzcydepUHn/8ca/3yb333suvv/5Kt27dAOvY9u/fnz179jBq1CinvC+++CJvvvkm5cuXp2vXroSHh7N8+XIGDRrE2rVr+frrr13W//XXXzN//nw6dOjAU089RWJiolflOnXqFNHR0ZQqVYpHH32UY8eOMX36dNq1a8c333zjdM168vTTT1OvXj3atGlDqVKlOHDgADNnzqRNmzbMmDGDTp06AdC6dWtuuOEGvvjiC9555x2XOzImTJiAMcbpejp58iQtW7Zky5YtREdH06dPHxITE5k1axZxcXF8/fXXbsvYrVs3Nm7cSLt27YiIiHAEcZ5ktQ197733mDdvHp06daJVq1bMmzePsWPHcvz4caZNm+aU9/HHH2fixIlUrVqVp59+mosXLzJ69GhWrVqV4T52Z9CgQSxdupQOHTrQtm1bZs6cybBhw7h06RKvv/66I58xhrvvvptZs2ZRo0YNnn76ac6dO8f06dO56667GD16NM8995zX283M9Th+/HjmzJlDy5YtufPOOzl//jxLlizhxRdf5Oeff+bbb78FrLZw6NChLm0k/N1+7tmzh88++4yYmBinucft7WhSUhLt2rVjyZIl1K9fn0ceeYTLly8zd+5cOnXqxLhx4+jbt69Lffr168eaNWto3749HTt2pHTp0tx9992MGDGCCRMmcO+997q8Z/z48QQEBDh9ScqsAQMGMHr0aCIjI+ncuTOlS5dm3759LFy4kIYNG1K7dm0AZsyYwaeffkpcXByxsbEkJyezZs0aRo4cydKlS1m2bBlFihQBrHl2o6Oj2bNnD7fffjtdunTh0qVL7N69m6lTpzJw4EDHnbBZ3V8iBZ3ibsXdoLhbcfffFHcr7vbEfgNHfHw8d999tyPd3tb99NNPnDt3jmLFijml29/njjftdFbqm57MnHeZiTvTu6arVKmSYT2NMTz44IN8+eWXVK9enQceeIDAwEAWLFjAI488wu+//84777zjUp+3336b+Ph4OnXqxO23346/vz/3338/AwYM4NNPP2Xw4MEu7xk/fjxAhp8f6RkzZgzPPfccISEhdOnShUqVKnHgwAFWrFjBN9984/hRZdmyZYwaNYrWrVvTpEkTihQpwq+//sqHH37Ijz/+yPr16x3xuDGGtm3bsnbtWqKjo2nXrh1+fn7s3buX2bNn06NHD8e1kNX95XOMFFrx8fEGMICZOXOmI/3SpUumbt26xmazmZIlS5qffvrJsSwxMdGULl3aREZGmkuXLjnST58+bU6cOOGyjcWLFxs/Pz/z6KOPOqVPmjTJAGbSpElO6ZUrVzaVK1d2Wq/NZjMNGzY0V65cccp75coVc+rUqQzruXv3bgOYnj17ul0+fPhwA5gHH3zQJCcnO9LXr19vAgMDTUREhElMTMxwO88//7wBzNq1ax1pHTt2NDVq1DAVK1Y0999/vyN90aJFBjCvvPJKhuWMiYkxgGnSpIlJSEhwpG/bts0EBASYG2+8McOy2aXdv3ZLly41gKlVq5Y5ffq0I/3kyZOmRo0aBjDLli1zpKc+dyZOnOj19r3Vtm1bA5jdu3dn+r2VK1c2gGnbtq05f/6807IdO3aYgIAAU7p0afPXX3850i9evGiaN29uADNlyhRHuv2YAOaFF15wWte8efMMYOrUqeOUHhcXZwDz8ccfO6W///77BjCtWrVySrcfX3e6du1qALNhwwaXZcePH09nL7iu/8Ybb3Q6tqdPnzY33nijsdls5ueff3akz58/37H/zp4960hPTk42ffr0MYD55ptvHOn2a9nPz88sWLDAqzLZ2fftAw884HTtbdy40QQGBppSpUo5HcOhQ4cawMTHxzutZ9euXS7rPnjwoImKijLVq1d3Sh85cqQBzOTJk53SL1++bMqVK2dKly7t1LY98MADBjDjx493yn/kyBFTsWJFU6pUKXPhwgVHun1/169f322b6Elm21D7vggPDzfbtm1zpJ8/f97UqFHD+Pn5mQMHDjjS7ddsvXr1nI7r/v37TcmSJdNtI9Pq2bOnAUzVqlXNwYMHHenHjh0zERERJjQ01CQlJTnSP/vsMwOYmJgYp/S9e/eakiVLmoCAALNz584Mt5uV63Hv3r0unx3Jycnm4YcfNoBZsWKF0zJPbaQxf+/DoUOHul3+73//2wDmpZdecjqfExMTTaNGjUxgYKDTMbHvxwoVKpi9e/e6rO+OO+4wNpvNpR3cvHmzAUznzp3dlsMbc+bMceyvtG3J5cuXzeHDhx3/379/v9Nxs7N/dn7++eeOtNmzZxvAPPvssy75z5w5Yy5evOj4f2b3l0hBp7jborhbcbfibsXdiru9i7uTk5PNddddZ2rVquVIO378uLHZbKZ169YGMD/++KNjWY8ePQzgdL25O44ZtdOZrW96MnveZSbuNCb9azqjen7yyScGML1793Y6D5OSkkzHjh0NYNatW+dIt++XYsWKmU2bNrms78knnzSAWbJkiVP6iRMnTFBQkKlfv77bcnhjw4YNxs/Pz0RFRbm01cnJyU7H48iRI+bMmTMu67B/J3vttdccaZs2bfL4veLixYtO68ns/vJV6kQvxOyNe1xcnMuyV155xXGBpGXvfHD3AepOnTp1TJUqVZzSvA3mExISDGCio6OdGt3MyKjxvP76602RIkXMvn37XJY99thjLgGeJ/ZOiREjRhhjrC8b4eHh5oknnjAPPfSQKVu2rCPvkCFDXALkjIL5xYsXu2zTvsybLxvGeA7m7cd0+vTpLsumTZtmAPPwww870uznToMGDbzabmZlRzC/ceNGl2X283rkyJEuy1auXOkSbNuPSUREhNsPInvwYv+w2Lt3rwHMTTfd5HK+Xr161dSsWdMlsPEmmN++fbt3lXfDvv60AYcxxkydOtUApm/fvo60u+66ywBuO/XsX667devmSLNfy126dMl02QDj7+9v9uzZ47LskUcecfni4CmY96Rfv34GcFr/0aNHTWBgoGnevLlT3pkzZxrADBo0yJF27Ngx4+/v7/IFzG7s2LEGMHPmzHGk2ff3rFmzvCqjN9y1ofZ98fLLL7vkty+bPXu2I613794GMN9++61L/ldffTVLnejuvsjbl6UOLFu1auXS0WH3+uuvu3RseJLZ6zE9v/zyiwHMsGHDnNKz2ol+9epVU6JECXPDDTe4/ayydy6PGzfOkWbfV2PGjHG7vVmzZhnADBkyxCn92WefNYCZO3duBrX07I477vD4ueKtEydOGMD06tXLkWav54svvpjue7Oyv0QKOsXdFsXdiruNUdxtp7hbcXdGunXrZgBz6NAhY4wx33zzjeO4BAUFmX/961+OvBUqVDDXX3+92/JlpRPd2/qmJ7PnnSfu4k5jrq0TvW7duqZYsWIuPwAa83fn8oABAxxp9ro/99xzbte3ceNGA5h//vOfTunvvvuuAcz777+fXhXTZe+gv5YfUpOTk01YWJiJjY11pNnrmfqHZ08yu798laZzEccQttTsD9lJb9nBgwedhkotWbKEd999l7Vr13L8+HGnee6y+kCdsLAw7rzzTn744QcaNGjAPffcQ2xsLLfeeqtjGM+1SExMZNeuXdSqVYsKFSq4LI+Li2P8+PFs2LCBHj16pLuuli1b4u/vT3x8PC+88AK//vorCQkJtGrVivPnzzNlyhS2bt1KrVq1iI+PJyQkxGk4YkYaNmzokmYv8+nTpwkNDfV6XWn9+uuvAE5TFNjZh4Nt2LDBZVl+fRBRcHAwderUcUlPr57NmjUjODjYbT1vueUWihcv7pLeokULFi1axK+//krDhg0d742JiXEZmurn50fLli3Ztm0bGzZsoGLFihnWo3v37syYMYOmTZvywAMP0Lp1a1q0aEHJkiUzfK+7snpKs+8XgDVr1lCsWDGP85qFhISwbds2l/TGjRtnukwAlSpVcjtcskWLFnz66adOQ2E92bVrFyNGjGDx4sUcOHDAMd+p3cGDBx3bKFWqFF27duWrr75i27Zt1KxZE7CGlAI8+uijjvf9/PPPXL16laSkJLdzK/75558AbNu2zWVe1qzsj6y0oRm1C3b2eWzTOw8yy9tt//rrrxQtWtTtPkmvffHE2+sRrDm333vvPcfxPnv2rNN8pAcPHvR6u+nZvn07p06dIioqiuHDh7ssP3bsGECmrp327dtTvnx5Jk2axLBhw/D39+fSpUtMnTqVihUr0q5duyyX96effiIoKIiYmJgM8xpjmDRpEpMnT2bz5s0kJCQ4zeeZeh+2bNmScuXK8eabb7Jx40Y6dOhATEwMtWrVcmoTr2V/iRR0irsVdyvuVtxtp7hbcXdG4uLi+Pbbb4mPj+f+++8nPj6e0NBQmjdvTtOmTR1TuOzYsYP9+/c7pofKDt7WNyOZOe8yE3dei/Pnz/Pbb78RFRXFyJEjXZbbn52Umeuvbt26NG3alG+++YZx48Y5pvD69NNPKVq0KA8++GCWy/vTTz8BcPvtt3uVf8aMGXz88cesX7+eU6dOOT1fIfU+rFWrFnXr1uXLL79k//79dO7cmdjYWOrXr4+f39+P0LyW/eVr1IkuhIWFuaQFBARkuCz1Q9m+/vpr7rvvPooXL07btm2pUqUKRYsWdTz4JO0DCTLj66+/5o033uCLL77gP//5j6NcvXv35o033rimJ03b54+zz9uXlv2LizfzzIWFhdGgQQNWrlzJ5cuXiY+Px2azERcXx/nz5wFrnrLKlSvz008/ERMTk6kvOekdi7QPncmsxMRE/Pz8KFWqlMuyMmXKYLPZ3O4DT/str5UuXdrtw5bSO942m40yZcpw4MABl2We6mlPtz8sLzvPJ4B77rmHmTNnMnr0aD766CPef/99xzk1atQot1+2PXFXprTlB2suwitXrrjt2LI7d+6cV+vPark8lc2dHTt20LhxYxITE4mLi6Njx46EhYXh5+fHkiVLWLp0qUtw/8QTT/DVV18xYcIE3nnnHQ4ePMj//vc/YmJiHPNmgrUvAFauXJnuw86yY39ktQ31tl1ISEjAz8/P7RfBrB47b7edmJjo8ctrZq8JyNw5c/fddzNnzhxq1KjBfffdR+nSpSlSpAinT59mzJgxLudGVtnPlS1btrBlyxaP+TJzrvj7+/Poo48yfPhw/ve//9GhQwe+++47Tpw4Qd++fZ0C28xKSEigfPnyXq2jf//+vPfee1SsWJG77rqLcuXKOeYUHj58uNM+DA8PZ82aNbz88svMmTOHH374AYCKFSvywgsvOB4udi37S6SgU9ytuFtxt+JuO8XdirszknpedHsnesuWLQkICCAuLo5XX32VxMREr+ZDz6zsagczc95lJu68FqdOncIYw4EDB7L1+nviiSfo3bs3n3/+OX379mXt2rX89ttv9OzZ0zEPeVYkJCRgs9kc7Vp6Ro0axcCBAylVqhS33347FSpUICQkBLCe1ZF6HwYEBLB48WKGDRvGt99+y4ABAwDrB7C+ffvyn//8B39//2vaX75GneiSLYYNG0ZwcDC//PIL1atXd1r21VdfXdO6ixYtymuvvcZrr73G7t27iY+P56OPPmLMmDFcuHCBjz/+OMvrtn8wHDlyxO3yw4cPO+XLSFxcHD///DM//fQTS5Ys4eabb3YEyFWrViU+Pp7q1atz+fLlbP2Au1ZhYWEkJydz7NgxSpcu7bTs6NGjGGPc7gN3AXN+4KlcqY932l/DjTEcOXLEbT09nR/2dPsHYnafTwCdOnWiU6dOnDlzhpUrVzoettKuXTu2bdvm9JCq9Bw5coRKlSqlW3572Ww2G8ePH/e6jJD1c8HbfevJ//3f/3Hq1CmmTp3KP//5T6dlffr0cTyxPbXY2Fhq1qzJlClTeOONN5g0aRJXr151edCL/TgNGDAg0w9Jyez+yMk2FKz9mJyczPHjx12+tHs6BtklLCzM7ZPgIWvXhLfnzM8//8ycOXNo27Ytc+fOdTx4Dqw7v9w9tC2r7OXv1q0b33zzTabem9658uijj/Laa68xfvx4OnTowIQJE/Dz8+Phhx++pvJGRERw+PBhkpOT0+1IP3r0KO+//z5169Zl9erVTp1nhw8fdhtEV6pUicmTJ5OcnMymTZuYP38+Y8eO5emnn6ZEiRLcf//917S/RERxt53i7vxBcbf7sirutijuvra4+6abbqJMmTLEx8dz9OhRfv/9d0ccGBcXx7Bhw1i+fDlLlixxpOU33p53WYk7s8p+vjVs2JB169Zl6r3pnW/33Xcfzz33HBMmTKBv376OURfX8kBRsGJ3YwyHDh2ifPnyHvNduXKFV199lXLlyrFhwwanzxhjDG+99ZbLe6677jrGjRvH2LFj2bZtG4sXL2bcuHEMHTqUIkWK8OKLL17T/vI1Wb+NSSSVnTt3UqtWLZcPoUOHDrFr165s207VqlV5+OGHWbp0KcWLF2f27NkZvsfeceLu19KwsDCuv/56duzY4fZOCPuHkbd3Htg/tObPn8/y5ctp1aqVY1mrVq1YsmQJixcvBtwPbcwrt9xyC/B3fVPL7D7Iz9Kr59q1a7l48aLbev7666+cPXvWJX358uVO67W/d9myZU5TRoD1obVs2TKnfJD++ZlaaGgo7dq145NPPqFXr14cOXKEtWvXpvsed2VNr/wATZo04cSJE44hkzntr7/+cnu3h7uyubNz507A+tKTmjEm3btYHn/8cY4dO8bMmTOZOHEiJUqUcBm+euutt2Kz2Vi9erVXdbkWOd2G1qtXD0j/PMgpt9xyC+fPn3cMQ0wtK+2Lt9ej/dxo3769Uwd66rxp+fv7e7wW07tWa9WqRVhYGOvWrXO6W/RaVahQgfbt2/PDDz+watUqFi1aRNu2bV2+mGdW48aNSUpKcvtlN7Vdu3ZhjKFNmzYud59mdN74+flRv359Bg8ezJdffgng+MzOqf0lUlgo7rYo7s7fFHenX35Q3J2a4m7PYmNj2bFjB1OnTgVwtHVNmzYlJCSExYsXO340jIqKynB93l4H2cXb8y4rcWd6dUlvWWhoKLVq1WLr1q2ZmpomIyEhITz00ENs3LiR+Ph4pk+fTq1atYiOjr6m9dqnkJk/f366+Y4fP05CQgLNmjVz+ZF23bp1XLhwweN7bTYbtWrV4umnn2bBggXA37F7Tu2vgkid6JItKleuzI4dO5x+Zbx48SJPPvnkNX1BPnbsGJs3b3ZJP3XqFElJSQQHB2e4jhIlSmCz2di3b5/b5T179uTy5cu8+OKLTgHYpk2bmDx5MuHh4XTu3Nmr8jZv3pyAgAA+/PBDzpw54xTMx8XFcfz4cT799FOKFSuWr+Y17NmzJ2ANkUo95DEhIcHxi689T0H2wAMPEBAQwOjRo53mArt06RL/+te/AOjVq5fL+06fPs3rr7/ulPbjjz+yaNEiateu7ZgvrlKlSsTFxbFlyxaXuQ0/+eQTtm7dSqtWrZymtoiMjARwe34uW7bM7Ye+/a5eb85/u1dffdVpqFxCQgKvvfYaNpvN6dj2798fgIcffpgTJ064rOfw4cNs3brV6+1m5OrVq/z73/92ufamTp1KqVKluPPOO9N9v/3OphUrVjilv/nmm27bDruePXsSHBzMc889x65du+jRo4fL/ixbtiz33nsvq1at4u2333b5ggbWl0D7sPFrkVNtqJ19btlXXnnFaZjdgQMHsvWObHfs59eLL77oVJd9+/YxevRoAgICMjVHoLfXo6dzY8uWLYwYMcLtuiMjIzl+/DgXL150u8xe7rQCAgJ48skn2bt3LwMHDnR7zDZv3uzxjvz0PPHEE1y5coV77rkHY8w138kC8PTTTwPwzDPPOIZP2125csVxHtr34apVq5zmo9y/fz8vvviiy3q3bNni9m4je5r9GsvJ/SVSGCjutijuzt8UdyvutlPcbclq3G3/wXDkyJFERkY6OukDAwOJjo5m6tSpHDp0yOu70DNqp7Obt+ddZuNOSP+azqie/fv35/z58zz22GNupyHZvXs3e/bs8a6SqTzxxBMA/POf/+TMmTPZErv36dMHf39/hgwZ4vKDhDHG0caWLl2akJAQ1q9f73StnDp1in79+rmsd8+ePW7rmDZ2h5zbXwWNpnORbNGvXz/69evHLbfcwt13382VK1dYsGABxhjq1avneLhGZh04cIBbbrmFevXqUbduXcqXL8+JEyeYNWsWly9fZuDAgRmuo3jx4tx6660sW7aMHj16UL16dfz8/OjRoweVK1dm8ODBzJ07l6lTp7J161Zat27N0aNHmT59OleuXGH8+PFePzzIvq3Vq1fj5+fn9NA2+4fasWPHaNu2bbY8oCm7tGzZkn79+jFu3Dhq165Nt27dMMbw7bffsn//fvr370/Lli1ztAwDBw50DGX87bffHGn2Bws9+uijNG/e/Jq2ccMNNzBy5EgGDBhA3bp1uffeeylWrBhz5sxh+/btdOrUyWVoIlgPPfnwww9Zu3YtTZs2Zc+ePXz99deEhIQ4hmjZffjhhzRv3pzHHnuMOXPmcNNNN7FlyxZmz55NqVKl+PDDD53yt2rVim+++YZu3bpxxx13EBwcTL169ejYsSP9+/fn4MGDNG/enCpVqmCz2VixYgU//fQTTZs2zdT+qFGjhuPYAo5j+/zzz9OoUSNHvnbt2vHSSy/x6quvUq1aNdq1a0flypU5ceIEO3bsYPny5bz22mvUqlUrM7veo7p167JixQpuvfVW2rRpw7FjxxzX3ieffOKYv82TPn36MGnSJLp168a9997Lddddx5o1a1i/fj3t27dn7ty5bt8XGRnJPffc47ijw1Nw88EHH7B9+3YGDx7M1KlTadasGREREezbt49169bx559/cujQoWuaIxZyrg21i4uLo3fv3kyaNIk6derQpUsXkpKSmD59Ok2bNuX777+/pvWnp0ePHsyYMYNZs2ZRt25dOnTowLlz55g+fTonT55k1KhRXH/99V6vz9vrsXHjxjRu3Jj//ve/HDp0iKZNm/LXX38xe/Zs2rdv73YakVatWrFu3TruuOMOWrRoQWBgIC1btqRly5bUrFmTqKgovvrqK4KCgqhQoQI2m41+/foRHh7O8OHDWb9+PWPHjmXu3Lm0bNmS0qVLc+DAAX777Tc2btzI6tWrXe4KyYj9Gty7dy9ly5alY8eOmXq/O3feeScDBw7knXfeoXr16nTp0sVR1kWLFjFw4ECeffZZypUrR7du3fj2229p1KgRrVu35siRI3z//fe0bt3acUea3YIFCxg0aBDR0dHUqFGD6667jl27djF79myCg4MdnfdAju0vkcJAcbfzthR3Z57ibsXdirsLTtyduj3r0qWL01R8cXFxLFy40ClfRjJqp7Obt+ddZuNOSP+azqieTzzxBGvWrOGzzz5j5cqVtGnThqioKI4cOcK2bdtYu3YtX3zxBVWqVMlUfW+66SZatGjB8uXLCQoK4qGHHrrmfVinTh3effdd+vfvz80330znzp2pXLkyhw8fZtmyZbRv3553330XPz8/nnrqKUaNGuXYD4mJifzvf/+jcuXKLiMVNmzYQNeuXWncuDE33XQTZcuW5cCBA8ycORM/Pz+ee+45R96c2l8FjpFCKz4+3gBm6NChLssmTZpkADNp0iSXZUOHDjWAiY+Pd6QlJyebjz76yNx8880mODjYlC1b1jzyyCPm6NGjJiYmxqQ91Tytv3LlyqZy5cqO/586dcoMGzbMtGzZ0pQrV84EBgaaqKgo065dO/O///3P67pu377d3HnnnSYiIsLYbDaX8p89e9a89NJLpkaNGiYwMNBERESYO+64wyxfvtzrbdj9+9//NoBp2LChy7IaNWoYwIwYMcJl2e7duw1gevbs6ZTubv/Z9ezZ0wBm9+7dXpUt7f5Na+LEiebWW281RYsWNUWLFjW33nqrmThxoku+9M6drKpcubIBPP65Oxc9rSe9OhpjzKxZs0xMTIwJDQ01QUFBpk6dOmbUqFHm8uXLTvlSH5PNmzebO++804SFhZlixYqZNm3amHXr1rld/549e0zv3r1NuXLlTEBAgClXrpzp3bu32bNnj0vey5cvm8GDB5tKlSqZgIAAp3Pgq6++Mvfee6+54YYbTNGiRU14eLipV6+eGTlypDlz5oxX+8N+/ly4cMEMHjzYVKxY0QQGBpobb7zRjB071iQnJ7t934IFC0zHjh1NqVKlTJEiRUzZsmVNs2bNzKuvvmr++usvR7702oqMACYmJsbs27fP3HfffSYyMtIEBwebZs2amfnz57vkd9f2GGOdj9HR0SY0NNRERESYO++80/zyyy8e89stXLjQAKZp06bplvP8+fPmrbfeMg0bNjTFihUzISEhpmrVqqZz585mypQpTudNetdrejLbhqZXN0/H5MqVK2bEiBHm+uuvN4GBgeb66683b7zxhtmxY4fbtseT9NodT+W6fPmyeeedd0ydOnVMUFCQCQ0NNTExMWbWrFlebdOYrF2PR48eNQ8//LCJiooywcHBpk6dOub99983u3btclvnM2fOmMcee8yUK1fO+Pv7u7Rza9ascbQd9rYp9X64cuWK+fjjj010dLQJCwszQUFBplKlSqZdu3bmww8/NGfPnvVqP6Y1ZMgQA5gXXnjB6/3ljW+//dbExcWZ8PBwExQUZKpUqWJ69OhhNm/e7Mhz5swZM2DAAFOlShUTFBRkqlevbl599VVz6dIlxzVs9/vvv5tnnnnG3HLLLea6664zQUFB5vrrrzc9e/Y0W7Zscdl+ZvaXSEGnuPvv8ivutijuVtxtp7j7b4q73StfvrwBzLhx45zSV61a5bhuDx065PI+T2VPr53OSn09yex5l5m405j0r+mM6mk3ffp006ZNG1OiRAlTpEgRU758eRMbG2tGjRpljh07luG+dGfChAkGMN27d/dqP3krPj7edOjQwURGRprAwEBToUIF061bN7Ny5UpHnkuXLpnXX3/dVK9e3RFbDxgwwJw5c8alzd63b5954YUXTNOmTU3p0qVNYGCgqVSpkunatatZvXq12zJ4u798lc0YN+NkRETEJ8TGxrJ06VK3QyLzms1mIyYmxu1cmbnhnXfeYdCgQXz66afX/KBGkZzUoUMHfvjhB/744w+qVauW18URERERNxR3e6a4WwqTvn378v7777No0SKnqcak4NOc6CIiUuhcvHiR9957jxIlStC9e/e8Lo6IR7///js//PADt912mzrQRUREpMBR3C2FybFjx/jss8+48cYbvZ5iRwoOzYkuIiKFxooVK1i6dCk//vgje/fuZcSIEdc8r6JITvjiiy/Yvn07U6ZMAWDo0KF5XCIRERER7ynulsJk7ty5rF+/nm+++YazZ88ybNgwbDZbXhdLspk60UVEpNBYuHAhw4cPp2TJkjz33HNePSRNJC988sknLF++nMqVK/Ppp5/yj3/8I6+LJCIiIuI1xd1SmHz99dd89tlnREVF8cYbb2jUhY/SnOgiIiIiIiIiIiIiIh5oTnQREREREREREREREQ/UiS4iIiIiIiIiIiIi4oHmRPcgOTmZgwcPEhoaqocBiIiIiEi2ss+oGBYWplgzA4rLRURERCSnGGM4c+YMUVFR+Pl5vt9cnegeHDx4kIoVK+Z1MURERETEhyUkJBAWFpbXxcjXFJeLiIiISE7bt28fFSpU8LhcnegehIaGAtYO1BcbEREREclOiYmJ6hj2kuJyEREREckp9rjcHnN6ok50D+xDRcPCwhSsi4iIiIjkEcXlIiIiIpLTMpo2UA8WFRERERERERERERHxQJ3oIiIiIiIiIiIiIiIeqBNdRERERERERERERMQDdaKLiIiIiIiIiIiIiHigTnQREREREREREREREQ/UiS4iIiIiIiIiIiIi4oE60UVEREREREREREREPFAnuoiIiIiIiIiIiIiIB+pEFxERERERERERERHxQJ3oIiIiIiIiIiIiIiIeqBNdRERERERERERERMQDdaKLiIiIiIiIiIiIiHigTnQREREREREREREREQ/UiS4iIiIiIiIiIiIi4oE60UVEREREREREREREPMh3nejLli2jY8eOREVFYbPZmDlzptNyYwwvv/wy5cqVIyQkhDZt2vDnn3865Tl58iQPPvggYWFhRERE8Mgjj3D27NlcrIWIiIiISMGn2FxEREREJB92op87d4569erx/vvvu13+1ltvMXbsWD766CPWrl1LsWLFaNu2LRcvXnTkefDBB9myZQsLFizg+++/Z9myZTz++OO5VQUREREREZ+g2FxEREREBGzGGJPXhfDEZrPx3Xff0blzZ8C60yUqKooBAwYwcOBAABISEihTpgyTJ0+me/fubN26lZtuuomff/6ZRo0aATBv3jzuvPNO9u/fT1RUlFfbTkxMJDw8nISEBMLCwnKkfiIiIiJSOBXEWDOvYvOCuK9EREREpGDwNtbMd3eip2f37t0cPnyYNm3aONLCw8Np0qQJq1evBmD16tVEREQ4gnSANm3a4Ofnx9q1a3O9zCIiIiIivkixuYiIiIgUFgF5XYDMOHz4MABlypRxSi9Tpoxj2eHDhyldurTT8oCAACIjIx153ElKSiIpKcnx/8TExOwqtoiIiIiIz8mp2FxxuYiIiIjkNwWqEz0njRgxguHDh+d1MQCw2fK6BBnzdhIgX6oL+FZ9VJfc50v1KYx1Ad+qj+qSu3Se5V/5d2LDwktxeeYVxmvSl+oCvlUf1SV36TzLv3ypLuBb9SmMdQHfq09uK1DTuZQtWxaAI0eOOKUfOXLEsaxs2bIcPXrUafmVK1c4efKkI487L774IgkJCY6/ffv2ZXPpRURERER8R07F5orLRURERCS/KVCd6FWrVqVs2bIsWrTIkZaYmMjatWtp1qwZAM2aNeP06dP88ssvjjyLFy8mOTmZJk2aeFx3UFAQYWFhTn8iIiIiIuJeTsXmistFREREJL/Jd9O5nD17lh07djj+v3v3bjZs2EBkZCSVKlXi2Wef5bXXXqN69epUrVqVl156iaioKDp37gxArVq1aNeuHY899hgfffQRly9fpm/fvnTv3p2oqKg8qpWIiIiISMGj2FxEREREJB92oq9bt464uDjH/59//nkAevbsyeTJkxk8eDDnzp3j8ccf5/Tp0zRv3px58+YRHBzseM+0adPo27cvrVu3xs/Pj27dujF27Nhcr4uIiIiISEGm2FxEREREBGzG5Ocp2/NOYmIi4eHhJCQk5PoQUl+a6N+X6gK+VR/VJff5Un0KY13At+qjuuQunWf5V15FwnkZaxY0isszVhivSV+qC/hWfVSX3KXzLP/ypbqAb9WnMNYFfK8+2cXbWLNAzYkuIiIiIiIiIiIiIpKb1IkuIiIiIiIiIiIiIuKBOtFFRERERERERERERDxQJ7qIiIiIiIiIiIiIiAfqRBcRERERERERERER8UCd6CIiIiIiIiIiIiIiHqgTXURERERERERERETEA3Wii4iIiIiIiIiIiIh4oE50EREREREREREREREP1IkuIiIiIiIiIiIiIuKBOtFFRERERERERERERDxQJ7qIiIiIiIiIiIiIiAfqRBcRERERERERERER8UCd6CIiIiIiIiIiIiIiHqgTXURERERERERERETEA3Wii4iIiIiIiIiIiIh4oE50EREREREREREREREP1IkuIiIiIiIiIiIiIuKBOtFFRERERERERERERDxQJ7qIiIiIiIiIiIiIiAfqRBcRERERERERERER8UCd6CIiIiIiIiIiIiIiHqgTXURERERERERERETEA3Wii4iIiIiIiIiIiIh4oE50EREREREREREREREP1IkuIiIiIiIiIiIiIuKBOtFFRERERERERERERDxQJ7qIiIiIiIiIiIiIiAfqRBcRERERERERERER8UCd6CIiIiIiIiIiIiIiHqgTXURERERERERERETEA3Wii4iIiIiIiIiIiIh4oE50EREREREREREREREP1IkuIiIiIiIiIiIiIuKBOtFFRERERERERERERDxQJ7qIiIiIiIiIiIiIiAfqRBcRERERERERERER8UCd6CIiIiIiIiIiIiIiHqgTXURERERERERERETEA3Wii4iIiIiIiIiIiIh4oE50EREREREREREREREP1IkuIiIiIiIiIiIiIuKBOtFFRERERERERERERDxQJ7qIiIiIiIiIiIiIiAfqRBcRERERERERERER8UCd6CIiIiIiIiIiIiIiHqgTXURERERERERERETEA3Wii4iIiIiIiIiIiIh4oE50EREREREREREREREP1IkuIiIiIiIiIiIiIuKBOtFFRERERERERERERDxQJ7qIiIiIiIiIiIiIiAfqRBcRERERERERERER8UCd6CIiIiIiIiIiIiIiHqgTXURERERERERERETEA3Wii4iIiIiIiIiIiIh4oE50EREREREREREREREP1IkuIiIiIiIiIiIiIuKBOtFFRERERERERERERDxQJ7qIiIiIiIiIiIiIiAfqRBcRERERERERERER8UCd6CIiIiIiIiIiIiIiHqgTXURERERERERERETEA3Wii4iIiIiIiIiIiIh4oE50EREREREREREREREP1IkuIiIiIiIiIiIiIuKBOtFFRERERERERERERDxQJ7qIiIiIiIiIiIiIiAfqRBcRERERERERERER8UCd6CIiIiIiIiIiIiIiHqgTXURERERERERERETEA3Wii4iIiIiIiIiIiIh4oE50EREREclh24EHgVpAOFAUqAk8DxxKk9eWwd/rXmxvSTrv73BNNRERERHJGYqXRPKzgLwugIiIiIj4uv1YX/66ABWwQtDfgE+Ar4ANQOmUvFM9rGMYsBPomIntPg60SJNWIRPvFxEREcktipdE8jN1oouIiIhIDmud8pdWS+BeYDIwOCXtn27y7Qd2A42AupnYbjMP6xMRERHJbxQvieRnms5FRERERPJI5ZTXUxnkmwQkA49mYRvngItZeJ+IiIhIfqB4SSQ/UCe6iPiQzMwhB/A18A+gGBCKNYTth0xs7xDwH6AdUApr7rheWSu6FCA6z0Sy7iJwHOtOqfnAEynpd6bzHoP1pbAYcH8mt/cMUBwIAWoAY1LWJyIiIpJfKV4SyY/UiS4iPiT1HHIjgHeB27DmkGsIHE2VdyTWkLiLwKvAcKxf3zsA07zc3nbgDeB34NZrLr0UFDrPRLJuAtaPQRWBtsBp4HNc5+FMbTHW0OR7gDAvt1MEuAt4C5gNfAREAM8CD2e61CIiIiK5R/GSSH6kOdFFxId4O4fcEeBloDawFit4AOgHNEh57UjGwYe9w7QU1p0Cpa6p9FJQ6DwTybrOWCM3zgK/Yn1hO57BeyakvD6Sie1EA7PSpD2GdQfXZKxhztGZWJ+IiIhIbumM4iWR/Ed3ootki/PA9VjTLPR1s3w71gdhCazhVS2wfinOrLlAm5T1FMUaauVue+Is7Rxyq4BLWFNyFEmVrwjwQEq+tMGEO6HkboemzrP8zVfOM5GcVAGrfemMNTLjM6wfnUZ4yH8S+A7ri2Tza9y2H/Biyr/nXuO6REREFJtLTlG8JJIfqRNdJFu8DBzzsGwn1nzIq7E++N7G+kW5LbAwE9sYjjUFREDKv8cC3bGmlhBnGc0hl5TyWtTNe+1pa3KsdFmn8yx/8dXzTCQ31QVuAT7wsHwa1rWUmbuq0lMl5TWju7lEREQyothccoviJZH8QNO5iFyz9VhzIr8FDHCz/EWsOcx+AeqnpD0E3Aw8DWzDunshPQuBYcArwEvXVtxCYQLWVBl2VXCeQ+7mlNfFQP80741Ped2XU4XLIp1n+Y8vnmcieeEC1h1U7nyKNXrjoWza1p8pr2WyaX0iIlI4KTaX3KZ4SSSvFbg70a9evcpLL71E1apVCQkJ4YYbbuDVV1/FmL+fHGyM4eWXX6ZcuXKEhITQpk0b/vzzz3TWKpJVV7HmDGsHdHWz/BzW/GWx/B08gfXk60eBP4CfvdjOG0Bp/h5WdRZIzkqBC4nOwAKsIW0vYz0cJfWv6HWwHgQ5C+vOkK0pf/8C/peS53zuFNUrOs/yp8741nkmkpMOe0iPBzYDTd0sWwdsxHp2QGkP77+M1RHxV5r0E27yJmF1RpCyTskOis1FpPBRbC45RfGSSH5W4DrRR44cyYcffsh7773H1q1bGTlyJG+99Rbjxo1z5HnrrbcYO3YsH330EWvXrqVYsWK0bduWixcv5mHJxTf9H9aH0Xselm/C+hBq5maZ/QMwowDqHLAMaIL1C3N5rDmSi2MN5TuSuSIXCt7MITcdK+h9B7gp5e+/wPspy719onlu0HmWP/naeSaSk57Eao/+DXwMjMG6W6otVlszys17Pk15fTSd9R4AauF651U7oBPW3XsTUl7rACuxRpA0zkolxA3F5iJS+Cg2z988zVVvsEaNdgeqYU2vWAm4C1ibifUvxRpNUAcrli+F9fDNL1O2cS18PV4qyMdGpABO57Jq1So6depE+/btAahSpQpffvklP/30E2Dd6fLuu+8yZMgQOnXqBMCUKVMoU6YMM2fOpHv37nlWdvE1u4GhWHegVgH2uMlzMOW1vJtl9rQDGWxnB9bdDmuw5l1+AagHLMf6UN2E9euzu3mXxZJ6Djn7nRwlgG+xAtA/sALSesC8lOU1c7mMnug8KzgK8nkmktPuB6YAU7Hmj7VhPYz3CWAQ1hel1C5gfeGpiPXFMbPuBmYC47CG0xfDuj6Hp5RFsoticxEpXBSb53+e5qpPAnpgjQ7oDlQFDgEfYf3gMQX4pxfr/xfWnPRdsDprz2HdOPMA1jSO46+h7L4eLxXkYyNSADvR//GPf/DJJ5/wxx9/UKNGDTZu3MiKFSsYPXo0ALt37+bw4cO0adPG8Z7w8HCaNGnC6tWrPQbqSUlJJCUlOf6fmJiYsxURH9AH61fU59PJY5+qIcjNsuA0eTw5k/J6DKvRt//C3AXr11X7HbBPZrCews7THHJlcJ7r7YeU1zvd5M0LOs8KloJ6nonktHtT/rwVgvVlLiNVcH9n0b9S/iSn5URsrrhcRPIvxeb5W3pz1QcAS4CYNOmPYc1VPwCrszWjCRtGAs0B/1RpzwBxWHdzPwPUznTJLb4cLxX0YyNSAKdzeeGFF+jevTs1a9akSJEi3HLLLTz77LM8+OCDABw+bM0hVaaM8wMQypQp41jmzogRIwgPD3f8VaxYMecqIT7gc6y5kD/EeoCHJ/Y7A5LcLLuYJo8nISmvfli/zqbWM+V1SQbrKCyyModcauuwPlxjsD587TzNIZfTdJ7lT752nomIZF1OxOaKy0Ukf1Jsnr9lNFd9AK6dtGDd6BIDHE35y0gMzp20YB2nu1P+vdmbwhYyOjbiGwrcnej//e9/mTZtGl988QU333wzGzZs4NlnnyUqKoqePXtmvAIPXnzxRZ5//u9fkxMTExWwiwdJWHce3AmUxRpqB38PyUtISSsJRKVZlpo9zd0wv9QqpLyWwPVuhnIpr6cyLHXh8CTWsK9WWMPeLgK/AF/hOofcS1hPHW8MhGP9Mj4J63hMTbNe+xxyMbgGq6+lvNrvJtmUKq1lyl9W6DzLv3zpPBMRuTY5EZsrLheR/Eexef5nn6v+2yy8dz8QCERcw/b3p7yWSTdX4aRjI76hwHWiDxo0yHHHC0CdOnXYu3cvI0aMoGfPnpQtWxaAI0eOUK5cOcf7jhw5Qv369T2uNygoiKAgd8OtRNK6gDWsbm7KX1qfp/y9jTXcLwhY7SbfmpTXRhlsrwzW3Gf7sDrQUt+1YP8w8PQU7sImM3PINQAWYc0xeD5lWT+suawjMrHNl9L8/9eUP7DmS8xq56bOs/zLl84zEZFrkxOxueJyEcl/FJvnb97MVe/JD8BPWHf8B2eQ15ODwCdYU/00zyBvYaNjI76jwHWinz9/Hj8/51lo/P39SU5OBqBq1aqULVuWRYsWOQLzxMRE1q5dy5NPar4wyQ7FgK/dpB8DnsIaovQI1kMGiwMdgRnARqyHwQCcxZrOoTrOT7xOwLrDtWTKn10P4HWsJ3Q/lyr9w5RXzatsycwccl1S/rxRBc9P886pp3zrPMu/fOk8ExG5NorNRaRwUGyev3kzV707f2Lt5/I4jybNjPNY8f5ZYDbpT/VTGOnYiA8xBUzPnj1N+fLlzffff292795tZsyYYUqWLGkGDx7syPPmm2+aiIgIM2vWLLNp0ybTqVMnU7VqVXPhwgWvt5OQkGAAk5CQkBPVSBfk/7/CWJeM67PbAAaeTpP+p4ESBkobGGHgfQP1DfgbmJcm76SUdQxNk55goKYBPwN9DHxo4MGUvK0MXCnUxyavy5m79dF5llfHxdfqk9flVF2yUp9zBqoa923A0JR0d39ve1nO7w10NFDZQIiBCAO3GPg/Axd0bLJZXsaa2Sk3YnPF5dl3Hud1OVWXwlGfvC5n7tZlt8nr2Fzn2VQDNgPLvTguqf92Gaho4DoDm7JY3gsGbks5RlNz8DzLH386NvnzLzPyuqzZXZ/s4m2sWeDuRB83bhwvvfQSTz31FEePHiUqKoonnniCl19+2ZFn8ODBnDt3jscff5zTp0/TvHlz5s2bR3BwVod/iFyLasBK4AXgTeAS1hQP84A2Xq4jDFiONaXDLOBTrHny/p2SlvbhGVL46DwT8X0vY93xlp7/w/kuNoCGXq7/N6zr/BGs+VYvYLUJz2ENXZ+PNX2RyN8Um4uIuKPYPHdkZq76iFTv2wPEYd2hvAiok4VtXwQ6Awuxjs0/s7AOX6ZjI77HZowxeV2I/CgxMZHw8HASEhIICwvL1W3bCsD3U2/PGl+qC/hWfVSX3OdL9SmMdQHfqo/qkruu/TxbjzX0+y1gAPA08F6q5cOA4VjzTlbJUhk9exr4AFiLffh5YT022SkvY82CRnF5xgrjNelLdQHfqo/qkrsK93l2Guvhqxl5GxiY8u89QCxWJ+5CvL/ZIDV7J+18rPm2H3Wby5fOM9Cxya8KaxuQnbyNNQvcnegiIiIihctV4DGs+Va7YnWipycR6wFk2RXmVU55PZVN6xMRERHJDpmZqx5gL9ZdzqeBBaTfSXsZ2IkVU1VKlZ6ENc/2fOAjPHXSio6N+B51oouIiIjka/8HbAO+9SJvXeAM1hDvxljDve/I5PbOYH0JScQaij4SuA5oksn1iPi680BtrBEgaUeH2M3FuoZ/wbquKgC3e8jrzmLgDeBnrE6Dm4D+wEPXUnCRPKJrJv8qqMemCHC3m/Q9Ka83pFp+BquTdg/QD9ie8pfabUCZlH8fAGoBMcCSVHke5O9peYoCn6dZR13+7hguzHRsxPeoE11EREQk39oNDMWaD70Kf3/xSCsCeBz4B9bQ2e3Au0B7YCLQKxPb7I1zh30T4H2c56sUkYyfUzAca6qltin/Lgr8BWzycv1fYnUIVAVexLqrbwbQE9iPNS+ySEGiayb/KgzH5gRWXAUwzkOeeP7uqPVkXcrrwpS/tIaijtrM0rGRgkFzonuguRfTp/mj8q/CeGwKQl3At+pTGOsCvlUf1SV3Zf08awscxJoTvQhWJ3pVPN8lltoJrLvKLgL7gOJeluA34AjWl+l4rC/Ir2DdbWYprMcmO2lOdO/lz7g8o+cULMS6a+4VrBEhmXUZiMIaVbKNv3/EMlgPaVuUkn69lVoIr0lfqgv4Vn2y9mwPXTNZlfPPXdGxySpfqgv4Vn0KY13A9+qTXbyNNf1ysUxyzc5jfbDYgL5ulq8G7sIaVhWCNTzmMWBXFrf3v5Rt2fj7Fz0pHHSuiYivKMjt2edYc0J+iNWBnlnXAX2w5pZclYn31cEaBns/1gOZemNNCbMyC2UQ8UVpn1PgzhtAaaw7LgHOAsmZ2MZm4DjWw9EiUqXbsKY+uAxMy8T6MlKQ20pf5wvHxhevGV+hYyMi4i11ohco6Q2xmgc0x/oFty/WEJi7gC+ARlhzRmXGOeBJvL9rTXyLzjUR8RUFtT1LAp7HukOrLLAj5W9vyvKElP+fzmA9VVJej19DWf6Z8vrRNaxDxJfYn1PgaTTIOWAZ1lRInwLlgVCstqE71kiPjCSlvBZ1s8yetsbL8nqjoLaVhYEvHBtfvGZ8hY6NiIi31IleYKzHmtt0uIfl/4c1PGoV8ALWU4j/DxgDnML9U5HTMwS4gjW/qhQuOtdExFcU5PbsAlanyVygeqq/2JTln6f8f0IG6/kz5TWjOSTTcwnrjrOT17AOEV+R9jkF7uzAurtzDfAM1l2eM7BGhnyN9fC08xls50as9mkJ1pQHqcWnvO7LVMk9K8htpa/zhWPji9eMr9CxERHJDHWiFwjeDLFKBIKxHiaWWlTKa7FMbG8d1l0M72L9yiyFh841EfEVBb09K4b15TTt3wcpy9ul/P8urA6PBDfr2Ic1Fcx1WA8ctbuMddfZX2nyH/ZQlrEpr00zVQMR39QHa2qN59PJcybl9RjW3Z3DgC7AaKz5hLcCn2WwnRLAw8CvWA8G3ojVmfUWMD4lT0YdV94o6G2lL/OVY+Nr14wv0bEREcmMgLwugHjDPsTq23TytMX6dbgnMAgoiTX32ACgFtZQK29cwQrWbgfuTlmHFB4610TEVxT09qxIyrrS2pPyekOq5aexHjbaGavcJYDtWHepnwW+xJon1+5ASr4YrLvC7GpjTQvQAGu49nGsOdkXYc2T/mzWqyPiE+zPKVhG+s8psF9vfkCPNMt6Yt1VvARr2oz0jMWaM3giMCUlrRTWtf0AkB0PWS3obaUv84Vj44vXjK/QsRERySx1oud7aYdY7fGQ70XgKNaHUuqHctyJ9eXZ27sJRmF98Z6R+aJKAadzTUR8RWFrz0KAbsBaYCZWx3lJrIeDDgYae7meZ4D5wPtYU7eEYA3BfgPoT+buaBTxNe6eUwB/zzltf05BSawHPIL1g1ZQmvWUS3k95cU2g4GPgTeB34FAoF6qbdfMVA1cFba2siDxhWPji9eMr9CxERHJCnWi53veDLECa46x8lhfmLsAkcBKrCF53YFZpP8LM8BOrF+SX8K6o00KF51rIuIrfLk9q4LrfKJBZDw3ekbrAKsOL2WpVCK+L/VzCua6Wf55yt/bwECgEtaUSudxfpje/pTX0pnYdgkgOtX/f0h5vTMT63DHl9vKgs4Xjo0vXjO+QsdGRCQr1Imer3k7xAqsucVWAVv4e8hVF6Aa1tCqz7AeNJOePliB08CsFVcKMJ1rIuIr1J6JSE6wP6cgrWPAU1jzVj8C1E1J7wG8jnXn5XOp8n+Y8pq6w+g81jMKwvn7zk5PdgMjgRrAPd4X34XayvzLV46Nr10zvkTHRkQkK9SJnm9lZohVItbwvb44z3kK1ofRk8BS0g+gvgMWYg0F3Jsq/WTK634gAuuOCD2P1rfoXBMRX6H2TERySmaeUwDWVErfYnVM/oE1bcEKrHanFXBfqrw/AXFY8wtPTpX+MfA90AKr3dqG9RC+AKwOsLRTK3hLbWX+5UvHxpeuGV+jYyOSNTYP6cWwplO0+wnrB9FfsB6kew6YhPXDZ2atxpoGaWXKNsoBTbF+JA3MwvrkWqgTPd/KzBAr+3Coq27yXUnz6ok9aHrYw/IuKa/HsD70xHfoXBMRX6H2TETyizBgOdYUGbOAT7HmFv53Spq/F+u4CfgKq81KxOpUvR8YAkRdQ9nUVuZfhfnY5OdrprDTsRH5Wwvg8TRpaUcN/YD1jKGaWD86rcritiZh/RDaBOsZGBHAQazr8QrqRM996kTPtzIzxKok1gfXTKyHf0Wkyj855fXWVGnuhlh14O+HhqT235RyjMS6A0FPzfY9OtdExFeoPROR3FYF988YAKud+ZC/pzzwJNbDOloA8VktWDrUVuZfheHYVKHgXTOFRRV0bEQycj3wzwzyPAkMwmrTvyFrnei/Y0231Rtr1Ianu+AlN6kTPd/K7BCrZ7Geqn4L8Bh/P1RmWkre1MP43A2xqpbyl9bmlNdWQKNM1UAKCp1rklu8Hf42CpgDbMcaThyJ9St+f/6+Iyojh4D3sIbQ/QIcx3VYqfgetWciIhnzxbbSV2IMXzw2IiK+5lLKX3EPy8tkwzbewfpB6i2sz7hzWNMeqRs3L2nv+4y3gRuBCVh3IiRhPan9SWAYurNDso/ONbkW3gx/+wnrTpg7se56OYl1N1RX4BWsYaMZ2Y51flbEugvrf1kusfgytWciIhkrKG1lYYwxCsqxERHxFd9gTat1FSiF9UyA17BG+WSn/2H9yLsU6672nVifaW2AMUD1bN6eeMNmjPE0XqdQS0xMJDw8nISEBMLCcjf4sBWAURrenjW+VBfwrfqoLrnPl+qTtbrYyPqdWleAhsAu4DQZz714BriIFdgcT3l1v221AflXYawL+FZ9fKku2S0vY82CRnF5xgrjNakYI/fpPMufdJ7lX75UF/Ct+mStLk2wHtxcDWtu/x+A6UAdrClb3N2Z/k3KezLzYNEErCm6IlO20xdoCWwCRmB12G/EerZA4W0DspO3sabuRBcRkVyW0fA3dwKw7qz6DbhMxl9wQ1P+REREpPBQjCEiIjllbZr/P4T1jIr/YN0d/p9s2s6ZlNeTKet8LeX/XYDKWPOk/x/WcyskN/nldQGkMLF5+MsoyP0wVd7jXm4rNp3t2YDbMld0Eckm3wBFsb58lgb6Yf3S7s5JrAdpbcUaYj0Pay7P4JwvZqGj9llERAo6xRgiIpLbBgGBwNxsXGdIqn/3SrPsQawfe5dk4/bEW7oTXXKZN3MVpnYQeAGrI+dsOvnS+g/OD9Kxmw58D3TMxLpEJHs0xnX423tY87y5G/5WAziR8u8AoBvwQa6UtHBS+ywiIgWVYgwREckLRYAovL+hyBuRWD8Kn8c+ZYvz9koCp7Jxe+ItdaJLLrse+Gcm8j+N9WT5m7Ee3uAtT3cyvob1ROPMlEFEskdmh7/NwJpz9ADWQ78uYA1tK5WzxSy01D6LiEhBpRhDRETywkVgP9A0G9dpAxoBy1LWXTPVsiSskVTVsnF74i1N5yJ54BLe3bX4HTAb+IiM5yb0xnJgO9Y8UpHZsD4RuXbpDX9rCdyONefbD1jDs6PRr+45Se2ziIj4CsUYIiKSXU54SH8J6wHVWR1Nex7YBhxKk94j5fXDNOmfAMnAnVncnlwLdaJLLvN2rkL7E4ifwBqemR0+TXl1N42AiOSNzAx/6wkcxrp7TLKf2mcREfElijFERCS7vAY0A/6NdSPRO0CrlNcmWN+d7Pam5H8N+DYlbU6qtL2p8v4E1AJeTLO93ljTbY7Fmgf9I6yRwM9hjQTunz3VkkzRdC6SizIzV+G/sH5dG5FN207EGqpZFauhE5H8ITPD3y6kvJ7MueIUWmqfRUTE1yjGEBGR7BIL/A58hnVXuj9QHXgdeB7nB1PvxrpDPbUZ/P1DbXOgcgbb8wf+B7wKfIX1fakU0CclLe2zPiQ3qBNdcpG3cxWuBD4GpgHh2bTtL7GGyTyMNb+UiOSuE8B1btLTDn87Bxhcg4KrwPsp/079ZfgysBPrDupK2VXYQkjts4iIFFSKMUREJKd1SvnzRizW58215i0GvJnyJ/mBOtEljw0ChmPNVfgfrPl4HwfaAPdn43Y+xfolr3c2rlNEvPcasAaIw/oiehbrbud4nIe//QnEAHcDN2LNj30Aq6N1O9Zw6xap1nsAa/hbDLDEzTbB6qAF2JQqrWXKn3im9llERAoCxRgiIiKS89SJLnks7VyF72M9VGEUsCNVvjMpr7uxhv5fn4lt/Ab8DLQHyl9LYUUky2LxbvhbBayHqCzHenjlGaw7nm/BuqPsgUxsM+0Qul9T/gCGoi+4GVH7LCIiBUEsijFEREQkp6kTXfJY2rkK92LNtXuHh/yNsYa0nM3ENiakvOqBdSJ5x9vhbyWx5uL2VhU8D3/zdgiduKf2WaSgiI+PZ9GiRaxcuZL9+/dz/PhxihYtSqlSpahTpw4xMTF06NCBsmXL5nVRRXKAYgwRERHJeepEl1zi7VyFvbEespDW+1jDKCcCJVKlZzRXYRLwOVAG6JCFcouI+Dq1zyIF0blz5xg7dizjx49n7969GGN16gUHBxMZGcmFCxfYvHkzmzZtYtq0aRQpUoSOHTvy3HPPER0dncelFxEREREpWNSJLrnE27kK66X8pfV9ymtHrLtI7NKbqxBgJnASGIxOdxERd9Q+ixQ0H330EcOHD+fIkSPUrVuXV199lWbNmtGoUSNCQ0Md+Ywx/Pnnn6xdu5b58+cza9YsvvvuOzp16sSoUaOoWrVqHtZCRERERKTg0LdWySWxeDdXYXb7NOX1kRxav4hIQReL2meRgqVfv37cf//9DB48mNq1a3vMZ7PZqFGjBjVq1KBHjx5cuHCBadOmMWLECKZOncrLL7+ci6UWERERESm4bMY+9lOcJCYmEh4eTkJCAmFhYbm6bZstVzeXJd6eNb5UF/Ct+qguuc+X6lMY6wK+VR/VJXfpPMu/8ioSvpZY848//qBGjRpZ3vbVq1f566+/Csyd6IrLM1YYr0lfqgv4Vn1Ul9yl8yz/8qW6gG/VpzDWBXyvPtnF21gzy3ei79q1i8WLF6f7AKOWLVsSGBiY1U2IiIiIiEga19KBDuDv719gOtBFRERERPKDTHWiG2P46quv+Oijj1ixYoUjLa3Zs2fzxhtvUKJECXr16sXTTz+tQF1EREREREREREREChw/bzPOmzePevXq8eCDD7J161YeeeQRJkyYwMaNGzl8+DCXLl0iISGB3bt3M2/ePIYNG0atWrX4v//7P2rVqsXzzz/PqVOncrIuIiIiIiKF3s8//8yDDz5Iw4YNadSoEQ899BDr16/P62KJiIiIiBRYXs+J7ufnR/PmzRk8eDDt2rUjIMC7m9j37t3L+PHjee+993j++ecLzAOMNPdi+jR/VP5VGI9NQagL+FZ9CmNdwLfqo7rkLp1n+VdBnBM9PVOmTKFXr15Ur16d+vXrk5SUxPLly0lISODzzz+ne/fu2bat3KK4PGOF8Zr0pbqAb9VHdcldOs/yL1+qC/hWfQpjXcD36pNdvI01ve5EX7RoEa1bt85ygU6fPs3u3bu55ZZbsryO3KRgPX1qcPKvwnhsCkJdwLfqUxjrAr5VH9Uld+k8y798rRO9SpUqdO3aldGjRzvSzpw5Q4sWLTh79iw7duzItm3lFsXlGSuM16Qv1QV8qz6qS+7SeZZ/+VJdwLfqUxjrAmnrcxJ4A5gJ7AdCgdrAK0AL4CIwFfge2AgcAcoBTYCXgVpebnUy0NvDsqeB95xS8nMnutfTuVxLBzpAREREgelAFxERERHJz/r06cPZs2dd0g8cOECHDh2c0kJDQ4mLi+PAgQO5VTwRERERybf2Ag2Bz4C7gQ+AfwNVAHu8uAd4HKuz/RGszu77gR+B+kB8Jrf5b6xO+dR/PbNcg7yQqQeLioiIiIhI3lu4cCE1a9bk/fffp1OnTo70evXqMXLkSGrVqkW5cuUAWL16NV9++SX169fPo9KKiIiISP7xT+AKsAnr7nJ3SgG/YnWYp/YgcAswCFiXiW3eBsRmppD5TrZ1ou/fv58PP/yQbdu2YbPZuOmmm+jTpw9RUVHZtQkREREREQE2b97Myy+/zD333EOnTp147733KFOmDO+//z7/z959h0dVpg0Yv4ceSkB6kSaoCCqoICoWQBTFAva2CLq66qdrW9G1LejasFdsqyDq4q69rQWQYgFEERuKgkhTUFESBUFM5vvjJJGUCclkkpk5uX/XNdck55w553kyZybPvPOe9z300ENp3749zZs3Z+PGjWRnZ9O8eXPuvvvuLe9YkiRJITYTeAu4k6ABfVPerX6R7Zrl3YrqTjDsyydxHPtnoC5QJ47HJl+Zh3Mpzauvvsq2227LPffcw4oVK1i0aBHXX3892267LVOnTk3EISRJkiTlqVevHjfeeCNz5sxh8eLF7LDDDvzrX/+ib9++LFmyhLvvvpsTTzyRU045hfvuu4+vvvqK3XbbLdlhS5IkKan+l3ffATgMyAAaANsBj5Xh8bnAt0Crch73cCATqAf0LOOxUktCeqJfcMEFHHnkkTz00EPUq1cPgKVLl7L//vtz4YUX8uGHHybiMJIkSZI2s8suu/Dee+9x8803c9555/H444/z4IMPcuaZZyY7NEmSJKWchXn3pwPbEoyL/htwCzCcoFd6rIlAAe4jaES/sozHqw+cCAwEWgJLgHvyjrUYGF2+8JOoXD3Rb7jhBnJzc4stX7RoEaeddlpBAzpAx44dOfzww1m4cGGx7SVJkiQlRo0aNbj44ov56KOPqFmzJjvvvDPXX389OTk5yQ5NkiRJKeXnvPtGBJODnkTQaP4m0IRgAtDibb+Bd4ALCXqSX1bG4x0LPE4wOelhwLkEY7HvCFxDMIFpeihXI/pNN91E7969mTdvXqHl2267LQ899BAbN24sWLZ8+XJeeOEFtttuu8REKkmSJCmmLl26MGXKFO6++25uvvlmdtttN957rzwTPkmSJCncMvLuT6Dw2ORbEQy5soo/eqtv7n3gEKAt8DLBsCzxqgtcRDC56esV2E/VKlcj+oIFC+jatSt77LEHo0aN4tdffwXg5ptv5qmnnqJ169bsscce7LLLLnTp0oWVK1dy8803V0rgkiRJUnUVjUa5/fbb6d69Ow0bNqR79+7ccccdRKNRTj31VBYsWMB2223HnnvuyYUXXsj69euTHbIkSZKSbuu8+9YlrGuTd/9TkeXzgAOAxgS919slII5Oefc/JGBfVaNcjeitWrXiv//9L08//TT/+c9/2HHHHZkyZQpDhgxh4cKFnHHGGbRt25bOnTszatQovvjiCw488MDKil2SJEmqlsaOHcuFF15I27ZtOeecc2jXrh0XXnghN954I/BH3f7MM8/w1FNP0aNHD15/PX16+kiSJKky7J53v6KEdfnLWm62bB4wiD+Gf+mYoDi+zLsv7wSlyROJRqPReB74888/c8kll/DAAw/wpz/9idtuu42tttoq0fElTXZ2No0bNyYrK4vMzMwqPXYkUqWHi0tZz5ow5QLhysdcql6Y8qmOuUC48jGXquV5lrriq4QrrqK1ZteuXdl+++15+eWXC5YdcsghLFy4kEWLFhXadvO6/ffff69w7FXNunzLquNrMky5QLjyMZeq5XmWusKUC4Qrn+qYC+Tn8xNBQ3gm8DnQMG/ttwQTjbbjj+FcPiBoQG8ATAe2KWXv64FlBL3V22y2fA3QrMi2WUDvvO0X80fv+OTU5mWtNcvVE31zjRo1Yty4ccyYMYO5c+fSrVs3Jk2aFO/uJEmSJJXRDz/8wA477FBoWbdu3fjhh+KXxObX7TNnzqyq8CRJkpSStgJuBlYCewC3Ajfk/fwbcFfedksJhnD5iWBS0HeAx4rc1m2233eBHYBLixxvJ4Lx168D/gVckbfdIuB6Nm9AT3W1KrqDfv36MX/+fP75z38ycuRIHn/8ce69917at2+fiPgkSZIkFdG7d28ee+wxjj76aHbddVc++OAD/v3vf9OnT5+Yj9lrr72qMEJJkiSlpr8AzYEbgSsJ+ljvCfwb6Je3zRKCXuQAY2LsZwlBL/XSnEDQi/11IJugp/ruwHhgcDzBJ025e6I/99xzDBkyhB133JEhQ4bw/PPPU7t2ba6++mrmzZvHmjVr6NGjB3feeWdlxCtJkiRVe3fddRc1atSgX79+ZGRksNdeexGJRLjjjjuSHZokSZJS3pHAbILe5D8TNHL322x9fyC6hVunErafUOQ4twDvEzTIbyKYSPR/pFsDOpSzEf2hhx7iqKOO4quvvmLHHXdkyZIlHHnkkYwfPx6AHj168M4773DNNddwxRVXsOeee/Lpp59WSuCSJElSdbXDDjvwxRdf8Nhjj3HDDTfw+OOPs3DhQrp3757s0CRJkqTQKdfEot27d6dZs2bMmDGDGjVqkJuby7777suPP/7IggULCm27bNkyzjrrLKZMmcLGjRsTHnhlcwKj0lXvSRhSW3V8btIhFwhXPtUxFwhXPuZStTzPUle6TixanViXb1l1fE2GKRcIVz7mUrU8z1JXmHKBcOVTHXOB8OWTKJUyseiKFSvYc889qVEjeFiNGjXYa6+9WLFiRbFtO3TowMsvv8yECRPKF7kkSZIkSZIkSSmiXI3oPXr04JlnnmHlypUAfPPNNzz77LP06NEj5mNOOOGEikUoSZIkqcCZZ55ZUI/H44knnuDxxx9PYESSJElSuJWrEf3mm29m1apVdOrUibZt29KpUye++eYbbr755sqKT5IkSdJmXnzxRbp27copp5zCtGnTyvSY/Jq9e/funHTSSfz666+VHKUkSZIUHrXKs3G/fv347LPPeOyxx1ixYgXt27fnxBNPpEOHDpUVnyRJkqTNLFq0iBtvvJFbbrmFiRMn0rRpU3bffXd22203WrVqRZMmTdiwYQM//vgjCxcuZM6cOXz22Wfk5uay9957M378ePr27ZvsNCRJkqS0Ua6JRasTJzAqnZMwpK7q+NykQy4QrnyqYy4QrnzMpWp5nqWudJ5Y9Oeff2bixImMHz+e+fPnk5ubC0Ak7w+fX+Y3bdqUoUOHcuaZZ9KnT5/EJFCFrMu3rDq+JsOUC4QrH3OpWp5nqStMuUC48qmOuUD48kmUstaa5eqJLkmSJCk1NGrUiLPPPpuzzz6btWvXMmvWLFasWMGaNWvIyMigRYsW7LTTTuy0007JDlWSJElKa2VuRL/hhhs499xzqV+/flwHmj17NmvWrOGQQw6J6/GSJEmSStakSRMOPvjgZIchSZIkhVKZJxa95ppr6Ny5M1dddRWLFy8u02N+++03nnrqKQYPHky/fv34/PPP4w5UkiRJkiRJkqSqVuae6F988QWXX345//znP7n66qvp1asXe+yxR6kTGL311ltkZ2fTqVMnJk2axLHHHluZuUiSJEmSJEmSlFDlnlh00aJF3H///UycOJHvv/++YOKizUWjUWrUqMF+++3HmWeeyRFHHEGtWuk1/LoTGJXOSRhSV3V8btIhFwhXPtUxFwhXPuZStTzPUlc6TyxaXViXb1l1fE2GKRcIVz7mUrU8z1JXmHKBcOVTHXOB8OWTKGWtNcvdiJ4vGo3y8ccf8/bbb5c4gdE+++xDkyZN4o0/6SzWS+cbTuqqjs9NOuQC4cqnOuYC4crHXKqW51nqshE99VmXb1l1fE2GKRcIVz7mUrU8z1JXmHKBcOVTHXOB8OWTKGWtNePuHh6JRNh5553Zeeed492FJEmSJEmSJEkprcwTi0qSJEmSJEmSVN3YiC5JkiRJkiRJUgw2okuSJElp7Oeff+arr75i06ZNhZb/5z//4aSTTuLPf/4z8+bNS1J0kiRJUvqLe0x0SZIkScl38cUX89hjj7F69Wpq164NwL333ss555xDNG92pieeeIL333+fbt26JTNUSZIkKS3ZE12SJElKYzNmzGDQoEHUr1+/YNkNN9xAu3btmDlzJv/973+JRqPcdNNNSYxSkiRJSl/2RJckSZLS2LfffstBBx1U8Ptnn33G8uXLufHGG9l7770BeOqpp5g5c2ayQpQkSZLSmj3RJUmSpDS2ceNG6tSpU/D7jBkziEQiHHjggQXLttlmG1auXJmM8CRJkqS0ZyO6JEmSlMa23nprPvroo4LfX3rpJZo2bcrOO+9csGzNmjU0bNgwGeFJkiRJaa9Cw7ksWLCAu+++m7lz57J27VpycnKKbROJRFi8eHFFDiNJkiQphoMPPph77rmHiy66iHr16vHqq69y8sknF9rmiy++oEOHDkmKUJIkSUpvcTeiz5gxg4MOOoiNGzdSq1YtWrVqRa1axXcXjUYrFKAkSZLSU5RIskMog/SvVS+99FJefPFFbr31VgDatGnD1VdfXbD+u+++4+233+acc85JVoiSJCmG9KiXIAw1k1QRcTei//3vf+f333/nX//6FyNGjKBmzZqJjEuSJElSGbRu3ZpPP/2UqVOnArDvvvuSmZlZsP6HH37gpptuYvDgwckKUZIkSUprcTeif/jhhxx//PGceuqpiYxHkiRJUjllZGRw6KGHlriue/fudO/evYojkiRJksIj7olFGzRoQMuWLRMZiyRJkiRJkiRJKSXunuhDhgzhzTffTGQskiRJkuKwYMEC7r77bubOncvatWvJyckptk0kEmHx4sVJiE6SJElKb3H3RL/ppptYu3Yt5557LuvXr09kTJIkSZLKaMaMGey2227cd999fPjhh2zYsIFoNFrslpubm+xQJUmSpLQUd0/0448/noYNG3LPPfcwYcIEtttuu0ITGOWLRCIFkxxJkiRJSqy///3v/P777/zrX/9ixIgR1KxZM9khSZIkSaESd0/06dOnM3/+fKLRKL/88gvz5s1j+vTpJd4SbeXKlfzpT3+iWbNmZGRksNNOO/Hee+8VrI9Go/zjH/+gTZs2ZGRkMGjQIL788suExyEpNUSJpMVN6S/Z55DnmaSSfPjhhxx//PGceuqpSWlAtzaXJElS2MXdiJ6bm1umW0njMVbETz/9RL9+/ahduzavvPIKCxYs4JZbbmGrrbYq2ObGG2/kzjvv5L777mPOnDk0aNCAwYMHs2HDhoTGIkmSJCVbgwYNaNmyZVKObW0uSZKk6iDu4VySZezYsbRv357x48cXLOvcuXPBz9FolNtvv50rrriCoUOHAjBx4kRatWrFc889x/HHH1/lMUuSJEmVZciQIbz55ptJOba1uSRJkqqDuHuiJ8sLL7xA7969OeaYY2jZsiW77LILDz74YMH6JUuWsGrVKgYNGlSwrHHjxvTt25dZs2bF3O/GjRvJzs4udJMkSZJS3U033cTatWs599xzWb9+fZUeuzJqc+tySZIkpZoy90SfOHEiAEcccQSNGjUq+L0sTj755PJHFsNXX33Fvffey4UXXshll13G3LlzOffcc6lTpw4jRoxg1apVALRq1arQ41q1alWwriTXX389V111VcLilCRJkqrC8ccfT8OGDbnnnnuYMGEC2223HZmZmcW2i0QiTJ06NaHHroza3LpckiRJqSYSjUajZdmwRo0aRCIRPvvsM7bbbruC30sTjUaJRCIJHRe9Tp069O7dm3feeadg2bnnnsvcuXOZNWsW77zzDv369eObb76hTZs2Bdsce+yxRCIR/vOf/5S4340bN7Jx48aC37Ozs2nfvj1ZWVklfgipTFv4s6aEsp014coFwpVPmHJJi2SgzAmlQzrV8jyDUCUUolRClQuELJ9QJZNY2dnZNG7cOCG1Zo0aZbu4NNF1OVRObW5dXn7V8f0yTLlAuPIxl6rleZa6QlUvgZ8zUlR1fQ9IpLLW5WXuif7www8TiUQKit/Nxz2sSm3atKF79+6Flu2www48/fTTALRu3RqA1atXFyrUV69eTa9evWLut27dutStWzfxAUuSJEmVKDc3N2nHroza3LpckiRJqabMjegjR44s9PuIESMSHUuZ9OvXj4ULFxZa9sUXX9CxY0cgmMiodevWTJ06taAwz87OZs6cOZx11llVHa5CJkoafG1HcnrUKXE8zyRJ6cLaXFKYWZdLkvKVuRE9VVxwwQXstddeXHfddRx77LG8++67PPDAAzzwwANAcJnq+eefzzXXXMO2225L586dufLKK2nbti3Dhg1LbvCSJElSiFibS5IkqTqIuxF9//33Z+DAgfTv35++fftSq1bVtMf36dOHZ599lksvvZSrr76azp07c/vtt3PSSScVbHPxxRezbt06/vKXv7B27Vr23ntvXn31VerVq1clMUqSJEmVZeLEiQAcccQRNGrUqOD3sjj55JMTGou1uSRJkqqDMk8sWlS9evX47bffiEQiZGRksNdeezFgwAAGDBhAnz59qFmzZqJjrVKJnOypvMI00H+YcgFClVCIUkmPZKBavnBClEogRAmFKJVQ5QIhyydUySRWRWrNGjVqEIlE+Oyzz9huu+0Kfi9NNBqtlIlFq4J1+ZZVx/fLMOUC4conTLmEK5lwpROmXNIiGfBzRoqqrv9rEinhE4sWlZWVxaxZs5g2bRpvvPEGM2fOZMqUKUQiERo0aEC/fv0YMGAA/fv3Z/fdd4/3MJIkSZI28/DDDxOJRAom6hw/fnySI5IkSZLCLe6e6EX9+uuvvP3220yfPp1p06Yxd+5ccnJyiEQi/P7774k4RJWyx0vpquu3dmFKKESppEcyUC1fOCFKJRCihEKUSqhygZDlE6pkEiuZtWa6sS7fsur4fhmmXCBc+YQpl3AlE650wpRLWiQDfs5IUdX1f00ilbXWrJGoA2ZkZLD11lvTrl072rRpQ8OGDYlGo+Tm5ibqEJIkSZIkSZIkVakKzQa6ePHiguFcpk+fzurVq4lGo3Tp0oWjjz66YIx0SZIkSZVj//33Z+DAgfTv35++fftSq1aFSnxJklJelDToUktyrnZLNp8bhVXcFXaHDh1YuXIlAO3bt2fw4MEFjebt27dPWICSJEmSYnv77beZNm0akUiEjIwM9tprr4K6vE+fPtSsWTPZIUqSJElpLe5G9BUrVgAwaNAgTjvtNAYOHEjz5s0TFpgkSZKkLcvKymLWrFkFV4jOnDmTKVOmEIlEaNCgAf369WPAgAH079+f3XffPdnhSpIkSWkn7olFb7/9dqZPn87MmTPJysoCoEePHgwYMKDgctLGjRsnNNiq5ARGpauukzCEKaEQpZIeyUC1fOGEKJVAiBIKUSqhygVClk+okkmsyqw1f/31V95++22mT5/OtGnTmDt3Ljk5OUQiEX7//feEHqsqWJdvWXV8vwxTLhCufMKUS7iSCVk6YUomHXKBcOVTDT8zQfjySZRKn1j0/PPP57nnnmPNmjW8++67jB07lvbt2/PII49wxBFH0Lx5c3r37s0ll1wS7yEkSZIklVNGRgZbb7017dq1o02bNjRs2JBoNEpubm6yQ5MkSZLSUtw90WPZsGED48aNY+zYsXz//fdEIhFycnISeYgqYY+X0lXDLyADIUooRKmkRzJQLV84IUolEKKEQpRKqHKBkOUTqmQSK9G15uLFiwuGc5k+fTqrV68mGo3SpUuXgvHRBwwYQOvWrRMQfdWyLt+y6vh+GaZcIFz5hCmXcCUTsnTClEw65ALhyqcafmaC8OWTKGWtNeMeEz1fbm4u7733HtOmTWPatGm8/fbbrF+/nmg0Su3atenTp09FDyFJkiQphg4dOrBy5UoA2rdvz+DBgwsazdu3b5/k6CRJkqT0F3cj+q233sq0adN48803+fnnn4lGo9SsWZPddtutoGjfe++9qV+/fiLjlSRJkrSZFStWADBo0CBOO+00Bg4cSPPmzZMclSRJkhQecTeiX3TRRdSoUYNevXoVNJrvs88+NGrUKJHxSZIkSSrFrbfeyvTp05k5cyZTp04FoEePHgwYMICBAwfSv39/GjdunOQoJUmSpPQV95joL7zwAvvuuy9NmjRJcEipwbEXS1cNh8IKhCihEKWSHslAtXzhhCiVQIgSClEqocoFQpZPqJJJrMqoNaPRKPPmzSs0zGJ2djY1a9akZ8+e7L///owdOzYhx6pK1uVbVh3fL8OUC4QrnzDlEq5kQpZOmJJJh1wgXPlUw89MEL58EqWstWbCJxYNC4v10lXD985AiBIKUSrpkQxUyxdOiFIJhCihEKUSqlwgZPmEKpnEqopac8OGDYwbN46xY8fy/fffE4lEyMnJqZRjVSbr8i2rju+XYcoFwpVPmHIJVzIhSydMyaRDLhCufKrhZyYIXz6JUmUTi0qSJElKvtzcXN57771CPdHXr19PNBqldu3a9OnTJ9khSpIkSWnJRnRJkiQpjd16661MmzaNN998k59//ploNErNmjXZbbfdCuYu2nvvvalfv36yQ5UkSZLSko3okiRJUhq76KKLqFGjBr169SpoNN9nn31o1KhRskOTJEmSQsFGdEmSJCmNPffcc+y77740adIk2aFIkiRJoWQjuiRJUgqJkgYz/uC89Knk8MMPT3YIkiRJUqjVKOuGu+66Kw888EDB7xMnTuSjjz6qlKAkSZIkSZIkSUoFZW5Enz9/PqtWrSr4feTIkTz33HOVEZMkSZIkSZIkSSmhzI3ozZs354cffqjMWCRJkiRJkiRJSillHhO9Z8+ePProo7Rr1442bdoAQe/0iRMnbvGxJ598cvwRSpIkSZIkSZKUJJFoNFqmmaHef/99hgwZwvfff08kEiEajRKJlD7xVf42OTk5CQm2KmVnZ9O4cWOysrLIzMys0mNv4c+aEsp21oQrFyBUCYUolfRIBqrlCydEqQRClFCIUglVLkC4EgpTLgmWzFoz3ViXb1l1fEmGKRcIVz5hyiVcyYQsnTAlkw65QLjyqYafmSB8+SRKWWvNMvdE32233Vi0aBHvvvsuK1euZOTIkQwdOpShQ4cmJGBJkiRJW7brrrty5pln8pe//AWAiRMn0qtXL3beeeckRyZJkiSFU5kb0QEaNWrE/vvvDwQTi/bq1YsRI0ZUSmCSJEmSips/fz6rVq0q+H3kyJGMGTPGRvRKECUNumwBkJwrKqSSpMfrpnq+ZnxuJCl+5WpE31xubm4i45AkSZJUBs2bN+eHH35IdhiSJElStRF3I/rmVq5cyfz588nOziYzM5NevXrRrl27ROxakiRJ0mZ69uzJo48+Srt27WjTpg0Q9E6fOHHiFh978sknV3Z4kiRJUuiUeWLRkixatIizzjqLN954o9i6/fffn3HjxtG1a9cKBZgsTmBUumo4n0QgRAmFKJX0SAaq5QsnRKkEQpRQiFIJVS5AuBIKUy4JVpFa8/3332fIkCF8//33RCIRotEokS38rfO3ycnJqUjYSZHUSVjT4RwG3/tTVLWd7C1MyYQpFwhXPuZS9cKUTzX8vwnhyydREj6xaFHLly9n77335rvvvqNbt27su+++tGnThlWrVjFz5kymTJnCPvvsw7vvvkv79u3jPYwkSZKkzey2224sWrSId999l5UrVzJy5EiGDh3K0KFDkx2aJEmSFEpxN6JfddVVfPfdd4wbN44zzjijWO+X+++/n7POOourr76aBx98sMKBSpIkSQo0atSI/fffHwgmFu3VqxcjRoxIclSSJElSOMXdiP7aa69x2GGHceaZZ5a4/owzzuB///sfr7zyStzBSZIkSSpdbm5uskOQJEmSQi3uRvTvvvuOHXfcsdRtdtxxR1599dV4D1FtRUmDQYpIzvihShzPM0lh4fuZ9IeVK1cyf/58srOzyczMpFevXrRr1y7ZYSlF+H6ZunxuJElKbXE3ordo0YIFCxaUus2CBQto0aJFvIeQJEmSVAaLFi3irLPO4o033ii2bv/992fcuHF07do1CZFJkiRJ6S/uRvTBgwczYcIEHnroIf785z8XW//www/z4osvMnLkyIrEJ0mSJKkUy5cvZ++99+a7776jW7du7LvvvrRp04ZVq1Yxc+ZMpkyZwj777MO7775L+/btkx2uJEmSlHYi0Wg0rmuyli1bRu/evVmzZg3du3dnv/32o1WrVqxevZqZM2fy6aef0rx5c9577720LNazs7Np3LgxWVlZZGZmVu3BI2lwKV8ZT5sQpRIIU0LmUvXClI/vAamrOj43oUqGcOUTplwSLJG15mmnncbDDz/MuHHjOOOMM4gU+bvff//9nHXWWfz5z3/mwQcfrNCxksG6vAyq4WsyRKkEwpSQuVQta4zUFaZcIFz5VNP/NWHLJ1HKWmvG3YgO8OWXX3LGGWcwffr0YusGDBjAvffey3bbbRfv7pPKYn0LqukbTqgSMpeqF6Z8fA9IXdXxuQlVMoQrnzDlkmCJrDXbt2/PrrvuyvPPPx9zm6FDh/L++++zYsWKCh0rGazLy6AaviZDlEogTAmZS9WyxkhdYcoFwpVPNf1fE7Z8EqWstWbcw7kAbLvttrzxxhssX7682ARG6dj7XJIkSUo33333HTvuuGOp2+y44468+uqrVRSRJEmSFC4VakTP1759exvNJUmSpCRo0aIFCxYsKHWbBQsW0KJFiyqKSJIkSQqXGskOQJIkSVL8Bg8ezAsvvMBDDz1U4vqHH36YF198kYMOOqiKI5MkSZLCoUJjooeZYy9uQTUdPypUCZlL1QtTPr4HpK7q+NyEKhnClU+YckmwRNaay5Yto3fv3qxZs4bu3buz33770apVK1avXs3MmTP59NNPad68Oe+9915aXj1qXV4G1fA1GaJUAmFKyFyqljVG6gpTLhCufKrp/5qw5ZMoVTImuiRJkqTk6tChA2+//TZnnHEG06dP59NPPy20fsCAAdx7771p2YAuSZIkpQIb0SVJkqQ0t+222/LGG2+wfPly5s+fT3Z2NpmZmfTq1cvGc0mSJKmCbESXJEmSQqJ9+/Y2mkuSJEkJ5sSikiRJkiRJkiTFEHcj+sCBA5k4cWKp2zz22GMMHDgw3kNIkiRJkiRJkpRUcTeiT58+na+//rrUbZYuXcqMGTPiPYQkSZIkSZIkVbkokZS/qepU6nAu69ato3bt2pV5CEmSJEmSJEmSKk25JhZdtmxZod/Xrl1bbBlATk4Oy5cv5+mnn6ZTp04VClCSJEmSJEmSpGQpVyN6p06diESCSwUikQh33HEHd9xxR8zto9EoN910U8UilCRJkiRJkiQpScrViH7yyScTiUSIRqNMnDiRnj170qtXr2Lb1axZk6ZNmzJw4EAOOuigRMUqSZIkqYiBAwcycuRITj755JjbPPbYYzz88MO88cYbVRiZJEmSFA7lakSfMGFCwc8zZszglFNO4dxzz010TJIkSZLKaPr06fTv37/UbZYuXcqMGTOqJiBJkiQpZMrViL65JUuWJDIOSZIkSZVk3bp11K5dO9lhSJIkSWkp7kZ0SZK2JEok2SGUQTTZAUhSuS1btqzQ72vXri22DCAnJ4fly5fz9NNP06lTpyqKTqp81hiSJKkqVagRfcqUKdx6663MnTuXtWvXkpubW2ybSCTC77//XpHDSJIkSdpMp06diESCRsRIJMIdd9zBHXfcEXP7aDTKTTfdVFXhSZIkSaESdyP6008/zXHHHUdubi4dO3akW7du1Kplx3ZJkiSpsp188slEIhGi0SgTJ06kZ8+e9OrVq9h2NWvWpGnTpgwcOJCDDjqo6gOVJEmSQiDuVu+rr76ajIwMnn/+eQYOHJjImCRJkiSVYsKECQU/z5gxg1NOOYVzzz03eQFJkiRJIRZ3I/rChQsZPny4DeiSJElSEi1ZsiTZIUiSJEmhViPeBzZr1oz69esnMhZJkiRJkiRJklJK3I3oRx99NFOmTHHSUEmSJCnJpkyZwpAhQ2jRogW1a9emZs2axW7OXyRJkiTFJ+5K+rrrruO9997juOOO47bbbqNDhw6JjEuSJElSGTz99NMcd9xx5Obm0rFjR7p162aDuSRJkpRAcVfXO+20E5s2bWL27Nk899xzNGnShMaNGxfbLhKJsHjx4goFqfQVJZLsEMogmuwAJKnK+f4shcfVV19NRkYGzz//vPMVSZIkSZUg7kb03NxcatWqVagHejRa/MNuScskSZIkJcbChQsZPny4DeiSJElSJYm7Ef3rr79OYBiSJEmS4tGsWTPq16+f7DAkSZKk0Ip7YlFJkiRJyXf00UczZcoUfv/992SHIkmSJIVSQhrRFyxYwDPPPMOjjz6aiN1JkiRJKqPrrruOJk2acNxxx7Fs2bJkhyNJkiSFTtzDuQDMnTuX008/nY8//rhg2fDhwwGYOXMmBx10EE888QSHH354xaKUJEmSVKKddtqJTZs2MXv2bJ577jmaNGlC48aNi20XiURYvHhxEiKUJEmS0lvcPdE//fRTBg4cyJIlS7jgggs4+OCDC63fZ599aN68OU8++WSFg5QkSZJUstzcXGrVqkWHDh3o0KEDmZmZRKPRYrfc3NxkhypJkiSlpbh7oo8ePRqA999/n65du3LVVVfxyiuvFKyPRCLsueeezJ07t+JRSpIkSSrR119/newQJEmSpFCLuyf6jBkzOOqoo+jatWvMbTp06MC3334b7yEkSZIkSZIkSUqquHui//zzz7Rs2bLUbX799VdycnLiPYQkSZKkcliwYAGff/4569atK5irSJIkSVLFxN0TvX379oUmFC3JvHnz6NKlS7yHkCRJklQGc+fOpVevXuy0004cc8wxjBw5smDdzJkzqV+/Pi+88ELyApQkSZLSWNyN6Iceeiivv/46U6ZMKXH9f//7X2bPns2wYcPiPYQkSZKkLfj0008ZOHAgS5Ys4YILLuDggw8utH6fffahefPmPPnkk0mKUJIkSUpvcTeiX3bZZbRt25YhQ4Zw+umn89577wEwbtw4hg8fzoknnkinTp248MILExasJEmSpMJGjx4NwPvvv8/NN99Mnz59Cq2PRCLsueeezJ07NxnhSZIkSWkv7jHRW7RowYwZMxg+fDgPPfRQwfJzzjkHgL59+zJp0iQaN25c8SglSZIklWjGjBkcddRRdO3aNeY2HTp04NVXX63CqCRJkqTwiLsRHWCbbbbh7bffZv78+cyePZsff/yRzMxM+vbtW6wHjCRJkqTE+/nnn2nZsmWp2/z666/k5ORUUUSSJElSuFSoET1fr1696NWrVyJ2JUmSJKkc2rdvz8cff1zqNvPmzaNLly5VFJEkSZIULnGPiZ6VlcVHH33E+vXrS1y/bt06PvroI7Kzs+MOTpIkSVLpDj30UF5//XWmTJlS4vr//ve/zJ49m2HDhlVtYJIkSVJIxN2IfvXVV9OvX7+Yl4Xm5OTQr18/rr322riDkyRJklS6yy67jLZt2zJkyBBOP/103nvvPQDGjRvH8OHDOfHEE+nUqRMXXnhhkiOVJEmS0lMkGo1G43lgjx492H777XnmmWdibnP00UezcOHCLV5emoqys7Np3LgxWVlZZGZmVu3BI5GqPV48ynrahCkXCFc+5lL1wpRPdcwFwpWPuVQtz7PUFV8pXGGJrjW/+uorhg8fzqxZs4qt69u3L5MmTaJTp04VPk4yWJeXQXV8TYYpFwhXPuZStTzPUleYcoFw5VMdcyF06SRMWWvNuMdEX7ZsGYceemip23Tp0oXJkyfHewhJkiRJZbDNNtvw9ttvM3/+fGbPns2PP/5IZmYmffv2pU+fPskOT5IkSUprcQ/nEolE2LhxY6nbbNy4MeZwL4lyww03EIlEOP/88wuWbdiwgbPPPptmzZrRsGFDjjrqKFavXl2pcUiSJEnJ1qtXL84880wuu+wyzjnnnCpvQLc2lyRJUhjF3YjerVs3Xn31VWKNBpObm8srr7zC9ttvH3dwWzJ37lzuv/9+dt5550LLL7jgAl588UWefPJJZsyYwTfffMORRx5ZaXFIkiRJyZKVlcVHH33E+vXrS1y/bt06PvroI7Kzsys1DmtzSZIkhVXcjegnnHACX3zxBaeeeipZWVmF1mVlZXHqqaeyaNEi/vSnP1U4yJL88ssvnHTSSTz44INstdVWhY790EMPceuttzJw4EB22203xo8fzzvvvMPs2bMrJRZJkiQpWa6++mr69esX8wrQnJwc+vXrx7XXXltpMVibS5IkKczibkQ/55xz2GuvvXjkkUfo3LkzgwcP5tRTT2Xw4MF07tyZiRMnss8++3DOOeckMt4CZ599NocccgiDBg0qtPz9999n06ZNhZZ369aNDh06lDjRUr6NGzeSnZ1d6CZJkiSluldffZUDDjiARo0albg+MzOTwYMH87///a/SYkhkbW5dLkmSpFQTdyN67dq1mTJlChdeeCE5OTlMnjyZCRMmMHnyZHJzcxk1ahSvvfYatWvXTmS8ADzxxBPMmzeP66+/vti6VatWUadOHZo0aVJoeatWrVi1alXMfV5//fU0bty44Na+fftEhy1JkiQl3LJly9h2221L3aZLly4sW7asUo6f6NrculySJEmpJu5GdIB69epx88038+OPP/Lxxx/z1ltv8cknn7BmzRrGjh1L3bp1ExVngeXLl3Peeefx+OOPU69evYTt99JLLyUrK6vgtnz58oTtW5IkSaoskUiEjRs3lrrNxo0bYw73UhGVUZtbl0uSJCnV1Ir3gdtssw0HH3ww99xzDzVr1qRHjx6JjCum999/n++++45dd921YFlOTg4zZ87k7rvv5rXXXuO3335j7dq1hXq8rF69mtatW8fcb926dSul0V+SJEmqTN26dePVV18lGo0SiUSKrc/NzeWVV15h++23T/ixK6M2ty6XJElSqom7J/oPP/xAZmZmImMpk/3335+PP/6Y+fPnF9x69+7NSSedVPBz7dq1mTp1asFjFi5cyLJly9hzzz2rPF5JkiSpMp1wwgl88cUXnHrqqWRlZRVal5WVxamnnsqiRYv405/+lPBjW5tLkiSpOoi7J/rOO+/MF198kchYyqRRo0bsuOOOhZY1aNCAZs2aFSz/85//zIUXXkjTpk3JzMzkr3/9K3vuuSd77LFHlccrSZIkVaZzzjmHp59+mkceeYTnn3+ePn360K5dO1auXMncuXNZu3Yt++67L+ecc07Cj21tLkmSpOog7kb0Sy65hKOOOopp06YxYMCARMZUYbfddhs1atTgqKOOYuPGjQwePJhx48YlOyxJkiQp4WrXrs2UKVO44oorePDBB5k8eXLBuszMTEaNGsXVV19N7dq1kxKftbkkSZLSXSQajUbjeeDEiRP573//y2uvvcawYcPo06cPrVq1KnEcxpNPPrnCgVa17OxsGjduTFZWVtUPW1PC3zDllPW0CVMuEK58zKXqhSmf6pgLhCsfc6lanmepK75SuMIqq9bMycnh888/JysriyZNmrD99ttTs2bNhO0/GazLy6A6vibDlAuEKx9zqVqeZ6krTLlAuPKpjrkQunQSpqy1ZtyN6DVq1CASiVD04Zs3oudPbpSTkxPPIZLKYn0LqukbTqjyMZeqF6Z8qmMuEK58zKVqeZ6lrhA0om+zzTYcfPDB3HPPPQmKLrVYl5dBdXxNhikXCFc+5lK1PM9SV5hygXDlUx1zIXTpJExZa824h3MZP358vA+VJEmSlCA//PBD1TcuS5IkSdVI3I3oI0aMSGQckiRJkuKw884788UXXyQ7DEmSJCm0aiQ7AEmSJEnxu+SSS3jxxReZNm1askORJEmSQinunuj5nn32WSZNmsTnn3/O+vXrWbRoEQCff/45L7zwAieddBLt2rWrcKCSJEmSivvpp5848MADOfDAAxk2bBh9+vShVatWheYqynfyyScnIUJJkiQpvcU9sWhubi4nnHACTz31FAAZGRn8+uuvBZOIrl69mq233pqrr76aSy+9NHERVxEnMNqCajoJQ6jyMZeqF6Z8qmMuEK58zKVqeZ6lrhBMLFqjRg0ikQhFy/rNG9Gj0SiRSKSgVk8n1uVlUB1fk2HKBcKVj7lULc+z1BWmXCBc+VTHXCB8+SRIpU8setttt/Hkk09y5plncsMNN3Drrbfyz3/+s2B9q1at2GeffXj55ZfTshFdkiRJSgfjx49PdgiSJElSqMXdiD5hwgT69OnDuHHjAEq8XLRr1668/PLL8UcnSZIkqVQjRoxIdgiSJElSqMU9seiiRYvYZ599St2mWbNmrFmzJt5DSJIkSZIkSZKUVHE3omdkZJCVlVXqNkuXLqVJkybxHkKSJElSGT377LMce+yx7LzzznTt2rVg+eeff86NN97IypUrkxidJEmSlL7iHs5ll1124bXXXmPDhg3Uq1ev2Poff/yRV199lX333bdCAUqSJEmKLTc3lxNOOIGnnnoKCDq7/PrrrwXrt9pqKy6//HJycnKcq0iSJEmKQ9w90c8991xWrFjBUUcdxYoVKwqtW7x4MUcccQRZWVmce+65FQ5SkiRJUsluu+02nnzySc444wx++uknLrrookLrW7VqxT777ONcRZIkSVKc4u6JPnToUC655BLGjh1Lx44dadCgAQAtW7ZkzZo1RKNRrrzySgYOHJiwYCVJkiQVNmHCBPr06cO4ceMAiEQixbbp2rWrjeiSJElSnOLuiQ5w/fXX89prr3HooYdSv359atasSW5uLgcddBCvvPIKV111VaLilCRJklSCRYsWsc8++5S6TbNmzVizZk0VRSRJkiSFS9w90fMdcMABHHDAAYmIRZIkSVI5ZWRkkJWVVeo2S5cupUmTJlUTkCRJkhQy5e6JPmvWLAYOHEijRo3IzMzkgAMO4N13362M2CRJkiRtwS677MJrr73Ghg0bSlz/448/8uqrr7LHHntUcWSSJElSOJSrEf3jjz9m//33Z/r06axbt45ffvmFqVOnMmDAAD799NPKilGSJElSDOeeey4rVqzgqKOOYsWKFYXWLV68mCOOOIKsrCzOPffcJEUoSZIkpbdyNaLfcMMNbNiwgcsvv5xVq1axatUqrrzySn799VfGjh1bWTFKkiRJimHo0KFccsklvPLKK3Ts2JFbbrkFgJYtW7Lddtvx5ptvcsUVVzBw4MAkRypJkiSlp0g0Go2WdeMOHTrQqVMnZs6cWWj5fvvtx9dff83SpUsTHmCyZGdn07hxY7KyssjMzKzag0ciVXu8eJT1tAlTLhCufMyl6oUpn+qYC4QrH3OpWp5nqas8z00CVUatOXnyZO6++27mzJnDjz/+SGZmJn379uXcc89l8ODBCTlGMliXl0F1fE2GKRcIVz7mUrU8z1JXmHKBcOVTHXOB8OWTIGWtNcs1sejq1as5/vjjiy3v27cvc+bMKX+UkiRJkhLigAMO4IADDkh2GJIkSVLolGs4l02bNtGwYcNiyxs0aMCmTZsSFpQkSZKk0s2aNYuBAwfSqFEjMjMzOeCAA3j33XeTHZYkSZIUOuXqiS5JkiQp+T7++GP2339/NmzYULBs6tSpvPPOO7z77rv06NEjidFJkiRJ4VLuRvTHHnuM2bNnF1q2aNEiAIYMGVJs+0gkwssvvxxneJIkSZKKuuGGG9iwYQOXX345f/3rXwG45557+Oc//8nYsWOZOHFikiOUJEmSwqNcE4vWqFGu0V+CA0Qi5OTklPtxyeYERlvgJAypqzo+N+mQC4Qrn+qYC4QrH3OpWp5nqStNJxbt0KEDnTp1YubMmYWW77fffnz99dcsXbo0UaEmnXV5GVTH12SYcoFw5WMuVcvzLHWFKRcIVz7VMRcIXz4JUikTiy5ZsqTCgUmSJEmqmNWrV3P88ccXW963b1/mzJmThIgkSZKk8CpXI3rHjh0rKw5JkiRJZbRp0yYaNmxYbHmDBg3YtGlTEiKSJEmSwqv847NIkiRJcfgRuAjoCtQDWgADgDfz1m8AHgSGAp2ADGAb4ATgs3IcZwIQiXE7p2IpSJIkVSrrJSk1lXtiUUmSJKm8lgL9gV+APwPbAVnAR8DKvG2+Bv4C7J23TVvgK+Be4BngVYIPkWV1GbBDkWXbxxN8inrssceYPXt2oWWLFi0CYMiQIcW2j0QivPzyy1USmyRJKj/rJSl12YguSZKkSvcn4HeCD4FtYmzTAvgA6FVk+UnALsAo4L1yHPMAgg+iYbVo0aKCRvOiXn311WLLIukwmZQkSdWY9ZKUumxElxQ6PwLXAc8BK4BGwI7A1cA+m203B7g87z4C7AXcQPFiJJYocH/e7XOgLrAHMCbvXuHmeSaV3UzgLeBOgg+Em/Ju9Yts1yzvVlR3gtfXJ3Ec+2eC102dOB6bypYsWZLsECRJUgJZL0mpzUZ0SaFSlsvfAGbnbdeOoNET4G6Cxs93gJ3KcKz/A+7L28+NwHrgAWA/4DX8Nj/MPM+k8vlf3n0H4DDgFSAH2Bb4B0Gvq9LkAt8Crcp53MMJPhRGCF5vo8pwrHTRsWPHZIcgSZISyHpJSm02oksKlbJc/gZwLsG37DMJGjgBjiUYC+5vwOtbOM58gobNgwiKnfwL5M8AuhGMUfc5zt4cVp5nUvkszLs/neCD4CPAb8AtwHCCXlanlPL4+wg+FF5ZxuPVB04EBgItgSXAPXnHWgyMLl/4kiRJlc56SUptfu6WFBr5l79dzB+Xv60vYbtFwFzgGP5o2CTv52OAKcCqLRxrWt79CP5o2ARoQjBL+pfA2+WKXunC80wqv5/z7hsRnNcnEXwIfJPgfL6MoPdUSd4BLgR65m1XFscCjxNcKXIYwRdaHxFc4nwNwYRckiRJqcR6SUptNqJLcYrEuDUsYdsnCcZBbkDwD3Ef/rhUKx4fAbXzjvdUBfYTNkUvf8sg+JtvBzy22XZz8+73LGEfexCMQf3+Fo61Me++6Ph0my+bvYV9lIXnWeoJ43kmVbaMvPsTKDzW5lYElxCv4o/eV5t7HzgEaAu8DNSrQAx1gYsIriLZ0lUgkiQVZV2uyma9JKU2h3ORKmAfguEUNle7yO9jgb8TzJL9z7xljwGHAo8SfLtcHrkEl3fVIxiPWX8o6+Vv3+Rt167oDjZbtrKEdZvrkXf/BkFBky8KzMj7eXlZA98Cz7PUEtbzTKpMW+fdty5hXf6QSD8VWT4POABoTNAbq6TXUnl1yrv/IQH7kiRVP9blqkzWS1JqsxFdqoBtKH3CjdUEE4DsCMzhjwLrr8CuefeHAZnlOOZdwKcEQ0k4RllhRS9/y//2fhjBc3UZwbAY+UNv1C1hH/nf2pc0PMfmDiaY/XwcwTf+R+Y95lb+mA19S/soK8+z1BLW80yqTLsTjNO5ooR1+ctabrZsHjCIP15niZpC88u8+/JOuCVJEliXq3JZL0mpzeFcpAr6jdg9At7JW38ShXso1CaYwOMn4PlyHGs5cAUwhmAoCRVW1svf8ofB2EhxG/LuSxo+Y3O1CGZL7wdcQtAjuSfwAXBD3jblKY63xPMsdYT5PJMqyzCCD3iPUfi97FvgOYLhkLrmLfuAoEdVQ4IPhJ1L2e96gsl1vy2yfE0J22YR9A6sAwwuT/CSJG3Gujz1lHWonVjb5d+uLePxlgFnENQuGQS9vw8jmDupIoYRvnopLM+NBPZElyrkKYJ/cDlAC+A4ggk4GuetL+t4xsPLeLyzCHo/nE/hsZcVKOvlb23zfi5pKI38ZWW5DK4DQcGyjGDSlWYEw2+My1vfrQz7KAvPs9QS1vNMqkxbATcTfKjZAziVoJHh3rz7u/K2W0rwgfAngsmt3sm7be4IgjFmAd4FBhBc/TFhs212AvbLu29J8Np5mODD4y388TqWJKk8rMtTV1mG2nk0xmPHAIsJGlu35BtgN4Ixw88g6OTyDfAgQU3yAsH45PEIa70UhudGAhvRpbjtDhxD8A1nNsFEMXcTjFP8DsE3q5uPZ3xukcdPy7sv63jG/8k7xtv4wo2lrJe/5V8CNws4rch2swm+6d6tHMftQOGeIf8juMwnEd/ce56lnjCeZ1JV+AvQHLgRuJLg/N0T+DfB1RYAS/ijV9SYGPtZwh8fCmM5AZhOMCFWNkHjxu7AeHzNSJLiY12e2rY01A4x1q8gqC16AzuX4TiPEIwV/hwwdLPlJxA02j5IxRpqw1gvheW5kXwvluI0p8jvJxO8sV8O3JF3vxPBN8TPE4xhd0rethMIhmiAso1n/BNwHsGEMntWJOiQG0bwd3qM4LLH/EvESrr8rTfwJMFkP/k9hr/JWzaQwr2Mf8i7teGPXiaxvEAwI/oIEjMmnedZ6hlG+M4zqaocmXeLpT/BxLllFWv7W8qxD0mSysK6PPX9lncrOlRIacYTTN5atNNLLNl5922LLG9N0OC9pYbrsghjvRSW50bVm2OiSwk0imDssJc3W/Yfgn+ANxNMENgd+C9wT976soxnPIrgn94NW9qwmsu//G0lweVvtxL8zfag8OVvEBS6GwkuLbs977YPwT/posXE3cAOwLNFlv+Z4BK7Owm+1R5B8Fz3ydt/ZfE8S67qcp5JkiSpdNblqeMpgiFzGhFcEfpXgvG9SxMlaKhtQNBbuSwOzLv/P4Je3CuBuXmPbwj8rTxBVxM+NwoLe6JLCVSb4FvPHzZbthXwNMFM7V8QvHn3BF7NW7+l8YznEYxLdhXBJVv5l219l3e/ClgEtAfqViz8UCjL5W8AexH8Y70i7xbJW/YkwfNTFrsDDxA8v78R9D6+GriAPyafrAyeZ8lXHc4zSZIklc66PDWUZaidkrxBMFzISMr25QYEY2vfA/wj7+d82xIM2bhD+UIPPZ8bhUkkGo2W5yqQaiM7O5vGjRuTlZVFZmZZX7IJEolU7fHiUdbTJky5wBbz2UDw7eoewJtb2NU5BG/wbwJ7l7LdcwSTgmzJXIKhI6rlc5MOuUDC8vE8S7AEvgekhOr43IQpFwhXPmHKJcGSWmumGevyMqiOr8kw5QLhyqca5ZJWdTlUq+fmOoIhdq7Juy/JCcATbPk5KepJ4CFgEMFQjl8ANxH0mp5B8AUHEK7XDPjcpKrq+h6QQGWtNe2JLsVhDdCshOVXEswEvaWZo98D/kUwE/bm/xA2Ecw8XZ8/JhDcneAfQVHTCYqwvxEUbV3KFrrSiOeZJEmSlHzW5elnFEFv/pcpuaH2R4JhFLtRvkbaBwmGC/kA2HGz5YOBXYFLCeZOUmw+N0pXNqJLcbiG4HKgAQTFzi8ElyVNA/oSjPGV70rgS4JiqDHB5XnjgXbAo0X2u5LgEqP9CIokCC4PPLqEGH7Ju98jxnqlP88zSbH6ijTgj9dnSe4l+BAB8D3B8ENb0p+gh04sg4DJZdiPJElhY12efkoaamdzjxPMXfTncu73eoLG3R2LLN8pb3lptZQCPjdKVzaiS3HoDywAHiHolVCTYJyta4ELgXqbbbsrMBV4nWAm9g4ERdalQJOqClhpqT+eZ5KCyWj/UmRZ7VK2/wb4O8EYk6U1tBd1OXBaCcv/A7zElnvZSZIUVv2xLk83G4AVBF86lOQhgnrq5HLudyWxrwL4Pe+m0vncKF05JnoMjr24BY4flbqq43OTDrlAuPKpjrlAuPIxl6oV53kWAUYAE8pxqCOApUAPgktWy9oTPZZuwNcEjfNN8xdW1+cmgRwTveysy8ugOr4mw5QLhCsfc6la1fw8izXUzijgZmAscHGRde8BfYAjCSaBLUlJQ+0A7AJ8BLxN4UbgWQRDjxwCvJC/MEznGfjcpKrq+h6QQGWtNWtUYUySJEmKw2+UrVf5swQfDu4j6CVXUW8CCwka5ptuYVsp7CIxbg2LbHcLQa/VNkDdvPsBBK/PsvqW4OqQg4AWeccZGXfkUvL4ukldYXlurgH2BC4jqH9uBgbm3RcdaiffQ3n3JV2Bly9/qJ2ivaHH5N0fQNAY/EDe/QFAHWB0eRMIMZ8bhY3DuUiSJKWwpwh6lOcQfPA8juBDSeMi22UD5wBnEIzDOi4Bxy7LBxmpOinL8ErvAp2AIQRXgfxIMEngkcDVBOMlb8lC4DqgPUGPvFfijlhKPl83qSsMz01/yj7UDsCvwKS8WAbHcbyhBHPE3AQ8DGQBW+Xt60qgVxz7DKv++NwoXBzOJQYvG90CL31JXdXxuUmHXCBc+VTHXCBc+ZhL1YrzPOsLHAN0JWgk/x/BGOU7Ae9QuLfYWcBzwOcEDewjCT60xDucSzZBb7NWBJfMFvorV9fnJoEczqXsUqUuj2d4pXy/A7sBXwFr2fKVIj8TjBnbgmDitRZbOnZ1fE2GKRcIVz7p8LrxPPO5qQphygXClU91zAXCl0+ClLXWtCe6JElSippT5PeTgZ0JLom+I+8egrEf7wcep3gP9XhNIpgQ7VSKNKBL1dxvebeiQx6UphbQDviYYCzXLTU4Ncq7SWHh6yZ1+dxIUtk4JnqKK+s4Ze8C5wL98tZFiO8bZQgmXRhK0GutHtAZOIHgH6vCyfNMUlhUh/ezUQTjOr6c9/tvBJdiD8o7bqI8RPCh+JQE7lNKd08RTGTWCGhJMJ5rVoxtfyS4EuQzgiEPXiUYR7jo5evJUh3eL9NV2J6bML1uwsbnRpLKzp7oaaAs45T9D7gH6Ab0JLjEOx7jCcY97QtcCjQBviGYWOx3gg/tCifPM0lhEfb3s9pAW4LLoSHI43OCib8Wbbbdz3n3SwiGZtmmHMf4GJgLHELQ00xSMNdA0eGV7gZmUHx4JYDtCMaAheBD11EkZq6CRAr7+2U6C8tzE8bXTVj43EhS+diInga2Af60hW3OIuiZ1oDg2+R4CqgFwJkEPc4exEu3qxvPM0lhEfb3sw3ACmCPvN+XArnAwTG2350gz1/KcYx/5d07oaj0h7IOr5TvGYLX60qCSfh+Jfhyq0XlhlkuYX+/TGdheW7C+LoJC58bSSofh3NJE79R+offVgTFU0XcDESBGwmKp3UEPQ9UfXieSQqLMLyfrYmx/Mq84xyW9/spBB9mi976561/GHhss8dvIui5vizG/jfmbd8KODS+0KVqo+jwSpvbFziQ4DX6P4LhEvoBP1VZdGUThvfLsArrcxOG101Y+dxIUmw2oqeB8oxTVhGvEFwKOIPgkq6GeccdAnxZCcdTavE8kxQWYXk/uwbYE7gMuI+goWNg3n1fgrwguIT/6BJuHfPWHwYM22y/K4EdCHqcleQ5gnFPR+Ali9KWFB1eqTQjgFUEvTlTRVjeL8MozM9Nur9uwsznRpJi87NRiivvOGXxyiL4B/gbcCxwDsE3zR8B1wN7Ax8CrRN0PKUWzzNJYRGm97P+BJfZP0LQK70msC1wLXAhlTeR10N593+upP1LYVJ0eKXS/Jp3/2PlhVMuYXq/DJuwPzfp/LoJO58bSYrNRvQUV95xyuKVP/nYj3n7vCbv9yMIerKdAtwGjE3Q8ZRaPM8khUWY3s+G5t3iNSHvVlQngkv3Y3m9AseUwmoN0KyE5UWHV1pH8Poq2siZQzABJBRunNoELCbo+dshUcGWUZjeL8MmLM9NGF83YeFzI0nlZyN6GhoFXEUwTlmiCqiMzX4eWWTdSQQTi01P0LGUHjzPJIWF72eSKuoaYDYwgKBh6BeC3sHTKDy80pfAfgRDKm0PNCUYQmkSsJBg+IN9Nttv/vBK+1H8PSO/QXN93v1Hmy3bN++WaL5fpq50fG6qy+smHfncSBW3HtgRWAKcTXDF0OZmEVzVM4/gi6u2BEMzXkoweXR5vUIw1BbAXKB3HPtQxdiInobKM05ZWTUl+LZ4PcUv16sNNMcJQ6obzzNJYeH7maSK6k/ZhlfaGhgOvAk8S9DTtzGwC0EPzxPLccwri/z+Qd4NYDSV0+Dk+2XqSsfnpj/V43WTjvrjcyNV1D+A72OsexU4BOhCMFRWc+BT4AHgaeBjoF05jrUOOIvgqpDSJpxW5bIRPQ2VZ5yysooQfIs1M2/f3TZbt5HgjaFrAo+n1Od5JiksfD+TVFFlHV6pOcV7opWmE7GHVypt2KXK4vtl6krH56a6vG7Skc+NVDHzgNuBG4G/lbD+NoIvp94heB3l6wGcDjwJnF+O411BMNTSX4Bbyx2tEqVGsgNQbGtiLC86Tll5rQc+B74tsnx43v29RZY/AOTyx2UjChfPM0lh4fuZJJWN75epy+dGklJbDkFD+EHAkTG2ySa4omOrIsvb5t03KMfx3gPuImi0b1SOxynx7Imewso6ThnAUuDRvJ8/zbt/kaBHAQTFUce8n9/N2+cICk84dgowEbiT4DLBfQguMbmf4NuycxOSlVKN55mSZUtjyEEw7udtwPsEPaK2Bg6MsW1J3gCuIxgzbhPQneAcO7kigStl+X4mSWUT9vfLdK4xwv7cSFK6u43gS8mnS9lmMMF7+QiCOS2aA58Q9FrfATi+jMf6naDB/kCCuQk+iS9kJYiN6CmsP2UbpwyCArHoGGPP5N0A9uaPAiqWmgQTFfwTeILg8pIWwJl5y4rOyK1w6I/nmZKjtDHkIJg8awxBAXIVwZidywgmISqLSQSTYnUmmLylAcG5OoLgw+Vl8QStlNYf388kqSz6E+73y3SuMfoT7udGktLZEoIx/P9BMHzR1zG2uxT4DngYeHyz5UMI/oeUtUf5LQST+D6zpQ1VJSLRaNShqUqQnZ1N48aNycrKIjMzs2oPHolU7fHiUdbTJky5QLjyMZeqF6Z8KpjLPGB3/hhDrmgvsSnAAcDVFP9wWBabCC6Vq0nQS6BJ3vIoQeEyNW/5NuB7QCqrjrlAuPIJUy4JltRaM81Yl5dBdXxNWmNUPc+z1OR5lrrClAuEK584cxkMfEPwv6Y2QSN6Z4r/r/kdGAvMAo4gmMj5bYJhWfYHns97fGkWAzsR/K+6NG/ZGIIvf+cSzGlRrlxKyCclJaE2L2ut6ZjoSpr1BMVlhGC24s2NyVte0u3mMu7/ZeBwgm8H6xOMRbUrwThSGyoSuKQKKcsYctcBLfmjWPiFYFzOsvqE4JLkYfzx4RaC95CTCT4AP17sUQLfmyVJ6csaQ5JUWR4DJhPMIbGlBvCRwEMEV/f8maAh/WbgDoKrfx4pw/HOJGigvyi+cFUJHM5FSbOlyywhGGuqeZFlu5Vx/x8T9BD5M9AG+BV4E7iAoBHndYJiV1LV2tIYcuuAmQS9uR4i6Cn2DZBB0Ph6B9BqC8fYmHdfv4R1+ctmlz3kasX3ZklSurLGkCRVho0EQ2oNAVoDi/KWr8y7z8pb1pxgUtHHCTokZRTZzzHAWcAM4LRSjvcswZVTDxPMf5Hvx7z7FQRf5G6DvaOrko3oSop5BL0O8y+zjGUYQW/FePy9hGV/JbjMZhzB5S+7x7lvSfEpyxhyiwh6ks0maFD9O9CToKH1DoLxSt+j5A+v+bYnaKidTnB59eaNstPy7pfHlUG4+d4sSUpX1hiSpMryK0FHo5fzbkU9lne7CeiXtyynhO1+L3IfS37D+akx1h+Rd/89xTs3qfLYiK4qV/Qyy9IaaiD4Fq8+iTtZ8yfX+SlB+5NUdmcSfFt+YSnb/Jx3/z3wIH98Q38EkEkwBtwjBN/gx7IVQcHxIMGldBfyx6RfD+Zts77c0Yeb782SpHRmjSFJqiwNCIZmKep74P8IPkP9GdiZoFG7JvAcwRBiTTbbfkLefZ/Nlq0nmNy6McGVugCHAluXcLz/5sUxluB/nrPqVC0b0VXltnSZ5eZ2Jih2axL0TLwSOLicx/uZ4NKbbIKJHMYCzYC+5dyPpIrJH0NuJqWPIZd/yVsNYHiRdSMIPuBOp/QPuAB3EvQOexiYmLesBfAv4EQsOIryvVmSlK6sMSRJlak2cHQJy7/Ou+9SZP35wC3ALgQdlfInFn08b9vNh3J5FxhA8H9oQt6yrnm3oj7Jux/IZhOLqsrYiK4qVZbLLCH4pu4vwF4EvT0WEgwxcAhBsTqyHMc8hcKNQn2Beyj8baCkylWeMeTyv3HfCqhbZD/538yXpbdyPeB+4AZgAVCH4JLt/GN3K1cG4eZ7syQpXVljSJJSzU0Ew3/9i6A3+kagHcGXtGPwy9Z0ZSO6qlRZLrOE4Fu7ok4FdiSYfO5ooGEZjzk677jfE4xT+BGwpoyPlZQY5RlD7iKgA8F4ouspPC7pirz7luU49lb8MS4dwP/y7oeUYx9h53uzJCldWWNIkpKlE8H8GEVFCHqgn16GffSPsY+SjMm7KTlsRFeVKetllrE0I2hwGQO8AxxYxsftlHcDOIGg18jBeXH0i/UgSQlVnjHkILjE+lqC1+sFm21/b9795h9OSxpDLpYlBMOGbEcwM7p8b5YkpTdrDEmSVBVsRFeVKM9llk1K2U+nvPsfKhDLnwgK6vuwoUaqKuUdQ+5igqE+LgK+ILhE+i2CMeQGAsdttm1JY8hB8OH4JWAfgveWzwkm/KpF8GG76GXc1ZHvzZKkdGeNIUmSqkKNZAeg6mHzyyy33ezWP2/9Y3m//2sL+/ky775VBWL5DcgFfqzAPiRVrkzgTYLxt58HziXo5XwZwftIzTLsozvwC8Hl22cB/yHo8fwhf/RGq+58b5YkVTfWGJIkKR72RFeVKM9llr8D6wgum9zccoLLLJsRTGqXbxOwmGBMww6bLV9F0LOyqDvz7vcoVwaSKkMnYo//1pzgNX9vjPX5+sfYxz4EY20rNt+bJUlh1QlrDEmSlDg2oqtKlOcyy7VAZ2AYsAPBhD0LCXpC/gJMAjI228fKvO32A6ZvtnxHYG9gV4JZkH8gGPd3KsE4vOfHn44khYLvzZIkSZIkbZmN6Eo5GcBRwBzgOYLGmebAIIIxDHcv437OA14H7iEYHiAD2B64juCyzQaJDFqSQs73ZkmSJElSdRWJRqOxrnKr1rKzs2ncuDFZWVlkZmZW7cEjkao9XjzKetqEKRcIVz7mUvXClE91zAXClY+5VC3Ps9SVpFI4qbVmmrEuL4Pq+JoMUy4QrnzMpWp5nqWuMOUC4cqnOuYC4csnQcpaazqxqCRJkiRJkiRJMdiILkmSJEmSJElSDGnXiH799dfTp08fGjVqRMuWLRk2bBgLFy4stM2GDRs4++yzadasGQ0bNuSoo45i9erVSYpYkiRJCidrc0mSJFUHadeIPmPGDM4++2xmz57N5MmT2bRpEwceeCDr1q0r2OaCCy7gxRdf5Mknn2TGjBl88803HHnkkUmMWpIkSQofa3NJkiRVB2k/sej3339Py5YtmTFjBvvuuy9ZWVm0aNGCf//73xx99NEAfP755+ywww7MmjWLPfbYo0z7dQKjLXAShtRVHZ+bdMgFwpVPdcwFwpWPuVQtz7PU5cSiCVUZtbl1eRlUx9dkmHKBcOVjLlXL8yx1hSkXCFc+1TEXgEiEhcDVwDzgG2AT0AEYAowC2my++RZ2dw1w+Ra2mQ4MiLHuEOClogtTeGLRWlUYU6XIysoCoGnTpgC8//77bNq0iUGDBhVs061bNzp06FBqob5x40Y2btxY8Ht2dnYlRi1JkiSFTyJqc+tySZKkyrEC+BY4AtiaoGH4Y+AB4AlgPtAyb9tHY+xjDLAYOKwcx/0LsE+RZVuX4/GpIK0b0XNzczn//PPp168fO+64IwCrVq2iTp06NGnSpNC2rVq1YtWqVTH3df3113PVVVdVZriSJElSaCWqNrculyRJqhz7592K2hc4FpgAXJy37E8lbLcCWAL0BnYux3H3jLG/dJJ2Y6Jv7uyzz+aTTz7hiSeeqPC+Lr30UrKysgpuy5cvT0CEkiRJUvWQqNrculySJKlqdcy7/2kL240HcoHT4jjGOmBDHI9LFWnbE/2cc87hpZdeYubMmWy99R8XALRu3ZrffvuNtWvXFurxsnr1alq3bh1zf3Xr1qVu3bqVGbIkSZIUSomsza3LJUmSKtcG4Je8+wXAJXnLh5TymChBI3oD4IRyHu884JS8n7cFzgbOZcvjrqeStOuJHo1GOeecc3j22Wd544036Ny5c6H1u+22G7Vr12bq1KkFyxYuXMiyZcvYc889qzpcSZIkKbSszSVJktLPv4AWQHtgMLAWeIzi45Zv7g2CoVyOAco61Xtt4HDgRuAF4D6gCXA+cGq5o06utOuJfvbZZ/Pvf/+b559/nkaNGhWMpdi4cWMyMjJo3Lgxf/7zn7nwwgtp2rQpmZmZ/PWvf2XPPfeMOamoJEmSpPKzNpckSUo/w4BuBL3RPyBo4P5hC4/5V979n8txnH7A80WWnU7Q430CwbAw/cqxv2SKRKPRaLKDKI9IpOSO/uPHj2fkyJEAbNiwgb/97W9MmjSJjRs3MnjwYMaNG1fqcC5FZWdn07hxY7KyssjMLOv3KwkSI8eUUtbTJky5QLjyMZeqF6Z8qmMuEK58zKVqeZ6lriSVwkmtNROoKmpz6/IyqI6vyTDlAuHKx1yqludZ6gpTLhCufKpjLlBqPh8BfYAxwKUlrP8RaAt0Bj4rR3ixzAD65x3rus1XJKE2L2utmXaN6FXFYn0LfMNJXdXxuUmHXCBc+VTHXCBc+ZhL1fI8S102oqc86/IyqI6vyTDlAuHKx1yqludZ6gpTLhCufKpjLrDFfPYAVgIlTel+F8EY5jcBF5X9iDEtBToR9Ep/YPMVKdyInnZjokuSJEmSJEmSEudXgh7nJXmIYHzzkxN0rC/z7lslaH9VwUZ0SZIkSZIkSQq5VTGWTwM+IeiNXtR7wIfAYUDLGI/fBHwOLCuyfE0J224kGDaGvH2mi7SbWFSSJEmSJEmSVD5nAd8CA4GOwAbgfeAJoBFwSwmPeSjv/rRS9rsS2AHYD5i+2fKDCMZS3y3v/hvgMYKe6H8Fdo8vjaSwEV2SJEmSJEmSQu4EYCLwKPA9ECFoTD8DGAV0KLL9r8AkoD0wOI7jHQ08RzCm+lqgAbALcFVeLOnERnRJkiRJkiRJCrlj825llUHQ+L0lnYCSpgS9JO8WBo6JLkmSJEmSJElSDDaiS5IkSZIkSZIUg43okiRJkiRJkiTFYCO6JEmSJEmSJEkx2IguSZIkSZIkSVIMNqJLkiRJkiRJkhSDjeiSJEmSJEmSJMVgI7okSZIkSZIkSTHYiC5JkiRJkiRJUgw2okuSJEmSJEmSFION6JIkSZIkSZIkxWAjuiRJkiRJkiRJMdiILkmSJEmSJElSDDaiS5IkSZIkSZIUg43okiRJkiRJkiTFYCO6JEmSJEmSJEkx2IguSZIkSZIkSVIMNqJLkiRJkiRJkhSDjeiSJEmSJEmSJMVgI7okSZIkSZIkSTHYiC5JkiRJkiRJUgw2okuSJEmSJEmSFION6JIkSZIkSZIkxWAjuiRJkiRJkiRJMdiILkmSJEmSJElSDDaiS5IkSZIkSZIUg43okiRJkiRJkiTFYCO6JEmSJEmSJEkx2IguSZIkSZIkSVIMNqJLkiRJkiRJkhSDjeiSJEmSJEmSJMVgI7okSZIkSZIkSTHYiC5JkiRJkiRJUgw2okuSJEmSJEmSFION6JIkSZIkSZIkxWAjuiRJkiRJkiRJMdiILkmSJEmSJElSDDaiS5IkSZIkSZIUg43okiRJkiRJkiTFYCO6JEmSJEmSJEkx2IguSZIkSZIkSVIMNqJLkiRJkiRJkhSDjeiSJEmSJEmSJMVgI7okSZIkSZIkSTHYiC5JkiRJkiRJUgw2okuSJEmSJEmSFION6JIkSZIkSZIkxWAjuiRJkiRJkiRJMdiILkmSJEmSJElSDDaiS5IkSZIkSZIUg43okiRJkiRJkiTFYCO6JEmSJEmSJEkx2IguSZIkSZIkSVIMNqJLkiRJkiRJkhSDjeiSJEmSJEmSJMVgI7okSZIkSZIkSTHYiC5JkiRJkiRJUgw2okuSJEmSJEmSFION6JIkSZIkSZIkxWAjuiRJkiRJkiRJMdiILkmSJEmSJElSDDaiS5IkSZIkSZIUg43okiRJkiRJkiTFYCO6JEmSJEmSJEkx2IguSZIkSZIkSVIMNqJLkiRJkiRJkhSDjeiSJEmSJEmSJMVgI7okSZIkSZIkSTHYiC5JkiRJkiRJUgw2okuSJEmSJEmSFION6JIkSZIkSZIkxWAjuiRJkiRJkiRJMdiILkmSJEmSJElSDDaiS5IkSZIkSZIUg43okiRJkiRJkiTFYCO6JEmSJEmSJEkxhLoR/Z577qFTp07Uq1ePvn378u677yY7JEmSJKlasjaXJElSugptI/p//vMfLrzwQkaPHs28efPo2bMngwcP5rvvvkt2aJIkSVK1Ym0uSZKkdBbaRvRbb72V008/nVNOOYXu3btz3333Ub9+fR5++OFkhyZJkiRVK9bmkiRJSme1kh1AZfjtt994//33ufTSSwuW1ahRg0GDBjFr1qwSH7Nx40Y2btxY8HtWVhYA2dnZlRtsugrT3yVMuUC48glTLhCufMwldYUpH3NJXWHKJ0m5VKcas7y1uXV5HML0tzGX1BWmfMwldYUpnzDlAuHKx1xSVxLyya8xo9FoqduFshH9hx9+ICcnh1atWhVa3qpVKz7//PMSH3P99ddz1VVXFVvevn37Sokx7TVunOwIEidMuUC48glTLhCufMwldYUpH3NJXWHKJ0y5pKjy1ubW5XEI03lsLqkrTPmYS+oKUz5hygXClY+5pK4k5vPzzz/TuJTjh7IRPR6XXnopF154YcHvubm5/PjjjzRr1oxIJJLEyCouOzub9u3bs3z5cjIzM5MdToWYS+oKUz7mkrrClE+YcoFw5WMuqStM+eT3dGnUqFGSI0k91uXpIUy5QLjyCVMuEK58zCV1hSkfc0ldYconTLlEo1F+/vln2rZtW+p2oWxEb968OTVr1mT16tWFlq9evZrWrVuX+Ji6detSt27dQsuaNGlSWSEmRWZmZtqf2PnMJXWFKR9zSV1hyidMuUC48jGX1BW2fMKuvLW5dXl6CVMuEK58wpQLhCsfc0ldYcrHXFJXmPIJSy6l9UDPF8qJRevUqcNuu+3G1KlTC5bl5uYydepU9txzzyRGJkmSJFUv1uaSJElKd6HsiQ5w4YUXMmLECHr37s3uu+/O7bffzrp16zjllFOSHZokSZJUrVibS5IkKZ2FthH9uOOO4/vvv+cf//gHq1atolevXrz66qvFJjSqDurWrcvo0aOLXRabjswldYUpH3NJXWHKJ0y5QLjyMZfUFbZ8qhNr80CYzuEw5QLhyidMuUC48jGX1BWmfMwldYUpnzDlUlaRaP6sRpIkSZIkSZIkqZBQjokuSZIkSZIkSVIi2IguSZIkSZIkSVIMNqJLkiRJkiRJkhSDjeiSJEmSJEmSJMVgI3o1ccMNNxCJRDj//POTHUpcxowZQyQSKXTr1q1bssOK28qVK/nTn/5Es2bNyMjIYKedduK9995Ldljl1qlTp2LPSyQS4eyzz052aHHJycnhyiuvpHPnzmRkZNClSxf++c9/kq7zL//888+cf/75dOzYkYyMDPbaay/mzp2b7LDKZObMmRx22GG0bduWSCTCc889V2h9NBrlH//4B23atCEjI4NBgwbx5ZdfJifYLdhSLs888wwHHnggzZo1IxKJMH/+/KTEWRal5bJp0yYuueQSdtppJxo0aEDbtm05+eST+eabb5IX8BZs6bkZM2YM3bp1o0GDBmy11VYMGjSIOXPmJCfYLdhSLps788wziUQi3H777VUWX3lsKZeRI0cW+79z0EEHJSdYKQ7W5aklLHU5hKs2ty5PHdblqStMtXmY6nKwNg9rbW4jejUwd+5c7r//fnbeeedkh1IhPXr04Ntvvy24vfXWW8kOKS4//fQT/fr1o3bt2rzyyissWLCAW265ha222irZoZXb3LlzCz0nkydPBuCYY45JcmTxGTt2LPfeey933303n332GWPHjuXGG2/krrvuSnZocTnttNOYPHkyjz76KB9//DEHHngggwYNYuXKlckObYvWrVtHz549ueeee0pcf+ONN3LnnXdy3333MWfOHBo0aMDgwYPZsGFDFUe6ZVvKZd26dey9996MHTu2iiMrv9JyWb9+PfPmzePKK69k3rx5PPPMMyxcuJDDDz88CZGWzZaem+222467776bjz/+mLfeeotOnTpx4IEH8v3331dxpFu2pVzyPfvss8yePZu2bdtWUWTlV5ZcDjrooEL/fyZNmlSFEUrxsy5PLWGqyyFctbl1eeqwLk9dYarNw1SXg7V5aGvzqELt559/jm677bbRyZMnR/fbb7/oeeedl+yQ4jJ69Ohoz549kx1GQlxyySXRvffeO9lhVIrzzjsv2qVLl2hubm6yQ4nLIYccEj311FMLLTvyyCOjJ510UpIiit/69eujNWvWjL700kuFlu+6667Ryy+/PElRxQeIPvvsswW/5+bmRlu3bh296aabCpatXbs2Wrdu3eikSZOSEGHZFc1lc0uWLIkC0Q8++KBKY4pXabnke/fdd6NAdOnSpVUTVAWUJZ+srKwoEJ0yZUrVBBWnWLmsWLEi2q5du+gnn3wS7dixY/S2226r8tjKq6RcRowYER06dGhS4pEqwro89YS5Lo9G07s2ty5PTdblqStMtXmY6vJo1No8TOyJHnJnn302hxxyCIMGDUp2KBX25Zdf0rZtW7bZZhtOOukkli1bluyQ4vLCCy/Qu3dvjjnmGFq2bMkuu+zCgw8+mOywKuy3337jscce49RTTyUSiSQ7nLjstddeTJ06lS+++AKADz/8kLfeeouDDz44yZGV3++//05OTg716tUrtDwjIyNte4vlW7JkCatWrSr0vta4cWP69u3LrFmzkhiZisrKyiISidCkSZNkh1Jhv/32Gw888ACNGzemZ8+eyQ6n3HJzcxk+fDijRo2iR48eyQ6nwqZPn07Lli3ZfvvtOeuss1izZk2yQ5K2yLo89YS1Lof0r82ty9ODdXl6CUttnu51OVibp6tayQ5AleeJJ55g3rx5aTPWWmn69u3LhAkT2H777fn222+56qqr2Gefffjkk09o1KhRssMrl6+++op7772XCy+8kMsuu4y5c+dy7rnnUqdOHUaMGJHs8OL23HPPsXbtWkaOHJnsUOL297//nezsbLp160bNmjXJycnh2muv5aSTTkp2aOXWqFEj9txzT/75z3+yww470KpVKyZNmsSsWbPo2rVrssOrkFWrVgHQqlWrQstbtWpVsE7Jt2HDBi655BJOOOEEMjMzkx1O3F566SWOP/541q9fT5s2bZg8eTLNmzdPdljlNnbsWGrVqsW5556b7FAq7KCDDuLII4+kc+fOLF68mMsuu4yDDz6YWbNmUbNmzWSHJ5XIujw1hbUuh/Svza3L04N1efoIQ20elrocrM3TlY3oIbV8+XLOO+88Jk+eXOwb73S0eY+DnXfemb59+9KxY0f++9//8uc//zmJkZVfbm4uvXv35rrrrgNgl1124ZNPPuG+++5L62L9oYce4uCDD07psby25L///S+PP/44//73v+nRowfz58/n/PPPp23btmn53Dz66KOceuqptGvXjpo1a7Lrrrtywgkn8P777yc7NIXcpk2bOPbYY4lGo9x7773JDqdCBgwYwPz58/nhhx948MEHOfbYY5kzZw4tW7ZMdmhl9v7773PHHXcwb968tOyNWNTxxx9f8PNOO+3EzjvvTJcuXZg+fTr7779/EiOTSmZdnrrCWpdD+tfm1uVS4oSlNg9DXQ7W5unM4VxC6v333+e7775j1113pVatWtSqVYsZM2Zw5513UqtWLXJycpIdYoU0adKE7bbbjkWLFiU7lHJr06YN3bt3L7Rshx12SNvLYAGWLl3KlClTOO2005IdSoWMGjWKv//97xx//PHstNNODB8+nAsuuIDrr78+2aHFpUuXLsyYMYNffvmF5cuX8+6777Jp0ya22WabZIdWIa1btwZg9erVhZavXr26YJ2SJ79IX7p0KZMnT07bni75GjRoQNeuXdljjz146KGHqFWrFg899FCywyqXN998k++++44OHToU1ARLly7lb3/7G506dUp2eBW2zTbb0Lx587SsCVQ9WJenrjDW5RCO2ty6PD1Yl6e+MNXmYajLwdo8ndmIHlL7778/H3/8MfPnzy+49e7dm5NOOon58+en/SUVv/zyC4sXL6ZNmzbJDqXc+vXrx8KFCwst++KLL+jYsWOSIqq48ePH07JlSw455JBkh1Ih69evp0aNwm+LNWvWJDc3N0kRJUaDBg1o06YNP/30E6+99hpDhw5NdkgV0rlzZ1q3bs3UqVMLlmVnZzNnzhz23HPPJEam/CL9yy+/ZMqUKTRr1izZISVcbm4uGzduTHYY5TJ8+HA++uijQjVB27ZtGTVqFK+99lqyw6uwFStWsGbNmrSsCVQ9WJenrjDW5RCO2ty6PD1Yl6e2sNfm6ViXg7V5OnM4l5Bq1KgRO+64Y6FlDRo0oFmzZsWWp4OLLrqIww47jI4dO/LNN98wevRoatasyQknnJDs0MrtggsuYK+99uK6667j2GOP5d133+WBBx7ggQceSHZoccnNzWX8+PGMGDGCWrXS+y3lsMMO49prr6VDhw706NGDDz74gFtvvZVTTz012aHF5bXXXiMajbL99tuzaNEiRo0aRbdu3TjllFOSHdoW/fLLL4W+uV6yZAnz58+nadOmdOjQgfPPP59rrrmGbbfdls6dO3PllVfStm1bhg0blrygY9hSLj/++CPLli3jm2++ASj4MN+6deuU68FTWi5t2rTh6KOPZt68ebz00kvk5OQUjIXZtGlT6tSpk6ywYyotn2bNmnHttddy+OGH06ZNG3744QfuueceVq5cyTHHHJPEqEu2pfOs6Iem2rVr07p1a7bffvuqDnWLSsuladOmXHXVVRx11FG0bt2axYsXc/HFF9O1a1cGDx6cxKil2KzLU1fY6nIIT21uXZ46rMtTsy6HcNXmYarLwdo8tLV5VNXGfvvtFz3vvPOSHUZcjjvuuGibNm2iderUibZr1y563HHHRRctWpTssOL24osvRnfcccdo3bp1o926dYs+8MADyQ4pbq+99loUiC5cuDDZoVRYdnZ29Lzzzot26NAhWq9eveg222wTvfzyy6MbN25Mdmhx+c9//hPdZpttonXq1Im2bt06evbZZ0fXrl2b7LDKZNq0aVGg2G3EiBHRaDQazc3NjV555ZXRVq1aRevWrRvdf//9U/Yc3FIu48ePL3H96NGjkxp3SUrLZcmSJSWuA6LTpk1LduglKi2fX3/9NXrEEUdE27ZtG61Tp060TZs20cMPPzz67rvvJjvsEm3pPCuqY8eO0dtuu61KYyyr0nJZv3599MADD4y2aNEiWrt27WjHjh2jp59+enTVqlXJDlsqF+vy1BGmujwaDU9tbl2eOqzLU7Muj0bDVZuHqS6PRq3Nw1qbR6LRaLR8ze6SJEmSJEmSJFUPjokuSZIkSZIkSVIMNqJLkiRJkiRJkhSDjeiSJEmSJEmSJMVgI7okSZIkSZIkSTHYiC5JkiRJkiRJUgw2okuSJEmSJEmSFION6JIkSZIkSZIkxWAjuiRJkiRJkiRJMdiILklFjBw5kkgkwtdff53sUBLi9ddfp1+/fmy11VZEIhGGDRuW7JAS6uuvvyYSiTBy5MikxdCpUyc6deqUtOOX1ZgxY4hEIkyfPr3Q8kgkQv/+/ZMSkyRJUmmszdOLtXnZWZtL6cVGdEmVJr+AikQiDB48uMRtZs+enfQiK8y+/vprhg4dyldffcUpp5zC6NGjOf7445MdliRJkqqYtXnyWZtLUvqqlewAJFUPr7/+Om+88QYDBw5MdijVypQpU9iwYQO33HILJ554YrLDqRTt2rXjs88+o3HjxskOJeWdc845HH/88XTo0CHZoUiSpCSyNk8Oa3NtztpcSi/2RJdU6Tp16kSNGjW45JJLiEajyQ6nWvnmm28AaNu2bZIjqTy1a9emW7dutGnTJtmhpLzmzZvTrVs36tevn+xQJElSklibJ4+1uTZnbS6lFxvRJVW67bffnuHDh/Pee+/x3//+t0yPKW0cu/79+xOJRAot23w8ufHjx7PTTjuRkZFB586dufPOOwGIRqPccsstbL/99tSrV49tt92WiRMnxowhNzeXG2+8kW233ZZ69erRuXNnrr76ajZt2lTi9jNnzuSwww6jefPm1K1bl2233ZYrrriC9evXF9pu+vTpRCIRxowZwzvvvMOBBx5IkyZNiuUUyyeffMKxxx5Ly5YtqVu3Lp07d+b8889nzZo1BdvkX647evRoAAYMGFBw+W7RMfeKyh938quvvuKWW26he/fu1K1bt9Blvd999x0XXHABXbt2pW7dujRv3pyjjjqKTz75pMR9vvXWW+y33340aNCAZs2acdxxx7F8+fISn8vSxr0sadzAWOMu5u97w4YNXHHFFXTp0oXatWszZsyYgm2WLFnCaaedRocOHahbty5t2rRh5MiRLF26tMQ8nn/+efr06UNGRgatWrXi9NNP56effir171nUhAkTiEQiTJgwgRdffJG+fftSv3592rVrx5VXXklubi4AjzzyCD179iQjI4MOHTpw0003FdvXN998w+jRo9ljjz0KzodOnTrxf//3f3z33Xdl+vvFkpWVxT/+8Q+6d+9Ow4YNyczMpGvXrowYMSLm30eSJKU+a3Nrc2vzP1ibSyorh3ORVCWuvvpqnnjiCa644gqOPPJIateuXSnHuf3225k+fTpDhw5l4MCBPP3005x33nnUr1+fDz74gKeffppDDz2U/fffnyeeeIIRI0bQqVMn9t1332L7Ov/883n77bc59thjadiwIS+++CKjR4/mo48+4qmnniq07b333svZZ59NkyZNOOyww2jZsiXvvfce1157LdOmTWPatGnUqVOn0GPeeecdrrvuOgYMGMBf/vIXli1btsX83nrrLQYPHsxvv/3G0UcfTadOnZg1axZ33HEHL730ErNnz6Z58+Y0adKE0aNHM336dGbMmFGQJ1DmSXb++te/Mnv2bA455JCCnAAWL15M//79WbFiBQceeCDDhg3ju+++4+mnn+a1115j6tSp9O3bt2A/U6dO5eCDD6ZGjRocd9xxtG3blqlTpxZMqFTZjjrqKD788EMOOuggmjRpQufOnQGYM2cOgwcPZt26dRx66KFsu+22fP311zz++OO88sorzJo1i2222aZgPxMnTmTEiBFkZmYyfPhwmjRpwksvvcSgQYP47bffij2/W/Lss8/y+uuvM2zYMPr168fLL7/MNddcQzQapXHjxlxzzTUMHTqU/v378/TTT3PxxRfTqlUrTj755IJ9zJw5k1tuuYX999+fvn37Urt2bT744APuvfdeXnvtNebNmxfXpbTRaJTBgwczZ84c+vXrx0EHHUSNGjVYunQpL7zwAsOHD6djx47l3q8kSUoN1ubW5tbmhVmbS9qiqCRVkiVLlkSB6ODBg6PRaDR60UUXRYHoXXfdVbDNrFmzokB0xIgRhR7bsWPHaMeOHUvc73777Rct+vY1evToKBBt2rRpdPHixQXLly1bFq1Tp060cePG0e222y763XffFaybPXt2FIgedthhhfY1YsSIKBBt0aJFdPny5QXLN27cGN13332jQPSpp54qWP7pp59Ga9WqFe3Zs2f0hx9+KLSv66+/PgpEb7755oJl06ZNiwJRIPrwww+XmGNJcnJyol26dIkC0VdffbXQulGjRkWB6Kmnnlri32XatGllPk5+/ltvvXV06dKlxdbvtdde0Zo1axaLYeHChdFGjRpFd9ppp0Ixb7PNNtFIJBJ98803C5bn5uZGTzzxxIK/Q0nHX7JkSbFjl5RP/nlW9BzKP0969eoVXbNmTaF1v/32W7RTp07RRo0aRefNm1do3ZtvvhmtWbNm9NBDDy1YlpWVFc3MzIw2aNAgunDhwkL7yT8nYp2vRY0fPz4KRGvXrh199913C5ZnZ2dHW7ZsGa1fv360devWJZ7Hm/9to9FodPXq1dGff/652DEeeeSRKBC95pprCi2PdT4A0f3226/g948++igKRIcNG1Zs3xs2bCjxmJIkKbVZm1ubW5sXZ20uqawczkVSlbnsssto0qQJ//znP/nll18q5RjnnXdeoR4K7du3Z++99yYrK4vLL7+cFi1aFKzr27cv22yzDR9++GHMfW299dYFv9epU4drr70WCC77y3f//ffz+++/c9ddd9GsWbNC+7j44otp0aIFkyZNKrb/XXfdlVNOOaXMub399tssXryYgw8+mMGDBxda949//IOmTZvy73//m99++63M+yzNqFGjik1y88EHH/DOO+8wYsSIYjFst912nH766Xz88ccFl46+9dZbfPXVVxx66KHsvffeBdtGIhGuu+46atasmZBYS3PVVVfRtGnTQsteeuklvv76a0aNGsUuu+xSaN3ee+/N0KFD+d///kd2djYAzz33HNnZ2Zx66qlst912BdvWrl274Jworz/96U/06dOn4PdGjRpx6KGHsn79es4666wSz+MFCxbw+++/Fyxv2bIlDRs2LLbv4cOHk5mZyZQpU+KKLV9GRkaxZXXr1i3xmJIkKb1YmxdmbW5tbm0uqTQO5yKpymy11Vb8/e9/5+9//zs333xzofHvEqVXr17FluVPahNr3Zw5c0rc1z777FNs2Z577kmtWrX44IMPCpbNnj0boOByyaJq167N559/Xmz55kVaWeQfs3///sXWNWzYkN69e/P666+zcOFCdtppp3LtuyS77757sWX5ua5evbrE5y8/z88//5wdd9yx4ENQSX/Ljh070r59+xLHV0yk0vJYuHBhiXmsWrWK3NxcvvjiC3r37l1qHvnnRHnFc67m5OSwevVq2rVrV7D8mWee4f7772fevHn89NNP5OTkFKzLn7yqvHbYYQd23nlnJk2axIoVKxg2bBj9+/enV69e1Kjh9++SJIWBtXlh1ubW5kVZm0vanI3okqrUueeey913380tt9zC//3f/yV8/5mZmcWW5RdRsdZt3ntgc61atSq2rGbNmjRr1oysrKyCZT/++CNAuXs9lLT/0uT3vIj1uPwiL3+7iirpOPm5vvzyy7z88ssxH7tu3TqAgr9T/piNJR2jsgv10vJ4/PHHS31sWfLIPyfKK55zFSg0edYtt9zCRRddRIsWLTjwwAPZeuutC3qo3H777WzcuLHcceUf64033mDMmDE8/fTT/O1vfwOgRYsWnHPOOVx++eVV0lNJkiRVLmvz0vdfGmvz+Fibl5+1uZQa/MpKUpXKyMjgqquu4pdffuGqq66KuV2NGjViFtCbF8mVafXq1cWW5eTksGbNmkITwuQXVdnZ2USj0Zi3oiKRSLniyT9OSXFB0ENj8+0qqqT48vd91113lZrriBEjAAr+TiXNRg8l55Lfm6Kk5z+e5760PF588cVS89hvv/22mEf+OVHVfv/9d/75z3/Spk0bPvnkEx5//HHGjh3LmDFjGD16dIUvHW7WrBl33XUXK1euZMGCBdx99900bdqU0aNHc+ONNyYoC0mSlEzW5n+wNrc2rwhrcyn8bESXVOVGjBhBjx49ePDBB1m0aFGJ22y11VZ89913xYq1devW8eWXX1ZFmLz55pvFls2aNYvff/+90Fh9+bPd51+GWFnyjzl9+vRi69atW8d7771HRkYG22+/faXFkJ/rrFmzyrR9z549gZL/lkuXLmX58uXFlm+11VYArFy5sti6zS/VrYhE5pF/TlS1H374gaysLPbcc89ivXDee+89fv3114QcJxKJsMMOO3D22WczefJkAF544YWE7FuSJCWftXl8rM2tzTdnbS6Fn43okqpczZo1ue6669i0aVPMsRf79OnDpk2bCl3SF41GufTSSwsu46tsd9xxBytWrCj4/bfffuPyyy8HYOTIkQXL/+///o9atWrx17/+lWXLlhXbz9q1axNSYPbr148uXbrwyiuvFJuU5pprrmHNmjWccMIJ1KlTp8LHimX33Xenb9++TJo0if/85z/F1ufm5jJjxoyC3/fee286d+7MSy+9xFtvvVWwPBqNctlllxUaIzBf/niUm08QBfDUU08V2ndFDB06lA4dOnDrrbcyc+bMYus3bdpUKN6hQ4eSmZnJww8/zBdffFFouyuuuCIhMZVXy5YtycjIYN68eaxfv75g+U8//cRf//rXCu3766+/LvFS3vzeSfXq1avQ/iVJUuqwNo+Ptbm1+easzaXwc0x0SUlx+OGHs/feexcqhjZ3zjnnMH78eE477TQmT55MixYtePPNN1m7di09e/YsmEymMu2xxx707NmT4447jgYNGvDiiy+ycOFCjjzySI466qiC7XbccUfGjRvHWWedxfbbb8+QIUPo0qULP//8M1999RUzZsxg5MiR3HfffRWKp0aNGkyYMIHBgwczZMgQjjnmGDp27MisWbOYPn06Xbp04YYbbqho2ls0adIkBgwYwPHHH8/tt9/OrrvuSkZGBsuWLWPWrFl8//33bNiwoSDmBx54gCFDhjBo0CCOO+442rZtyxtvvMG3337LzjvvzEcffVRo/0OHDqVLly5MmDCB5cuXs8suu/DZZ5/xxhtvMGTIEP73v/9VOIe6devy1FNPcfDBB7PffvsxcOBAdtppJyKRCEuXLuXNN9+kWbNmBZMxNW7cmDvvvJORI0fSp08fjj/+eBo3bsxLL71ERkZGwZiXValGjRr83//9H7fccgs9e/bksMMOIzs7m1deeYWOHTvStm3buPc9f/58jjzySHbffXe6d+9O69atWblyJc899xw1atTgggsuSGAmkiQp2azNy8/a3Np8c9bmUvjZE11S0owdOzbmuh133JFXX32V3XbbjaeeeopHH32U7t27884779CkSZMqie/222/n4osvZvLkydx5551s2LCBMWPGMGnSpGLbnn766cyaNYthw4Yxe/Zsbr/9dp566il++OEHLrjgAs4///yExLT33nsze/Zshg4dyuuvv87NN9/MkiVLOO+885g9ezYtWrRIyHFK07lzZz744AOuuOIKfvnlF8aPH8/999/P/Pnz2XfffYv9fQYNGsTUqVPp27cvTz75JA888AAdO3bkrbfeKrg8dHMZGRlMmTKFYcOG8e6773LvvfeyYcMGZs6cWdATJhH69OnDhx9+yHnnncfy5cu57777ePjhh/n8888ZNmwY48aNK7T9iBEjePbZZ9l222155JFHeOSRR+jXrx9Tpkyp1B5Gpbn++uu59tpriUQijBs3jsmTJ3PCCSfw+uuvU7t27bj327t3by655BIikQgvv/wyt9xyC9OnT2fQoEG8/fbbHH744QnMQpIkpQJr8/KzNrc235y1uRRukWhJM2pIklQF+vfvz4wZM0qc3EmSJElS1bE2l6TY7IkuSZIkSZIkSVIMNqJLkiRJkiRJkhSDjeiSJEmSJEmSJMXgmOiSJEmSJEmSJMVgT3RJkiRJkiRJkmKwEV2SJEmSJEmSpBhsRJckSZIkSZIkKQYb0SVJkiRJkiRJisFGdEmSJEmSJEmSYrARXZIkSZIkSZKkj4ywlQABAABJREFUGGxElyRJkiRJkiQpBhvRJUmSJEmSJEmKwUZ0SZIkSZIkSZJisBFdkiRJkiRJkqQYaiU7AEmKJScnh02bNiU7DCmUateuTc2aNZMdhiRJSgPRaJScnBx+//33ZIcihU6tWrWoWbMmkUgk2aFIKoWN6JJSTjQaZdWqVaxduzbZoUih1qRJE1q3bm3BLkmSShSNRlm7di3ff/89OTk5yQ5HCq2aNWvSsmVLGjdubG0upSgb0SWlnPwG9JYtW1K/fn2LCCnBotEo69ev57vvvgOgTZs2SY5IkiSlovy6PDMzk8zMTGrVqmVtLiVQNBrl999/Jzs7m2+//ZZff/3V2lxKUTaiS0opOTk5BQ3ozZo1S3Y4UmhlZGQA8N1339GyZUuHdpEkSYXk5OSQlZVFixYtaN68ebLDkUKtUaNG1K1blx9++MHaXEpRTiwqKaXkj4Fev379JEcihV/+68y5ByRJUlGbNm0iGo3SoEGDZIciVQsNGjQgGo1am0spykZ0SSnJy0SlyufrTJIkbYn1glQ1fK1Jqc1GdEmSJEmSJEmSYrARXZIkSZIkSZKkGGxEl6RqZsyYMUQiEaZPn57sUCRJkqRqy7pcktKHjeiSFAJff/01kUik0K1OnTq0b9+eE088kY8++ijZIUqSJEmhZ10uSeFUK9kBSJISp0uXLvzpT38C4JdffmH27NlMmjSJZ555hqlTp9KvX78kRyhJkiSFn3W5JIWLjeiSFCJdu3ZlzJgxhZZdccUVXHvttVx++eVeKipJkiRVAetySQoXh3ORpJD761//CsDcuXNL3e7hhx9m6NChdOrUiXr16tG0aVMGDx7MtGnTCm03ZcoUIpEI//d//1fifhYvXkyNGjUYPHhwoeU///wzo0ePpkePHmRkZNCkSRMGDx7MW2+9VWwf/fv3JxKJsGHDBq644gq6dOlC7dq1Cz6IZGVl8Y9//IPu3bvTsGFDMjMz6dq1KyNGjGDp0qVl/dNIkiRJVca6XJLSlz3RJamaiEQipa4/++yz6dmzJ4MGDaJFixasXLmS5557jkGDBvHMM88wdOhQAPbff3+6dOnCv//9b26++Wbq169faD//+te/iEajnH766QXLfvzxR/bdd18+/fRT+vXrx5lnnkl2djbPP/88AwYM4Mknn2TYsGHFYjrqqKP48MMPOeigg2jSpAmdO3cmGo0yePBg5syZQ79+/TjooIOoUaMGS5cu5YUXXmD48OF07Nix4n8wSZIkqRJYl0tS+rERXZJCbty4cQDsvvvupW63YMECOnfuXGjZt99+S+/evRk1alRBsR6JRPjLX/7CJZdcwpNPPsmIESMKtv/999955JFHaNmyZcH2EPS6+fTTT3nwwQc57bTTCpZff/319O7dm7/85S8cdNBB1KtXr9Dxv/nmGz766COaNm1asOzjjz9mzpw5DBs2jGeffbbQ9hs3bmTTpk1l+bNIkiRJVcq6XJLSl8O5SFKILFq0iDFjxjBmzBhGjRrFvvvuy9VXX029evW49tprS31s0UIdoE2bNhx11FF8+eWXhS7HPOWUU6hTpw7/+te/Cm3/8ssv8+233zJixAhq164NwA8//MB//vMfBg4cWKhQB2jZsiWjRo3i+++/Z8qUKcWOf9VVVxUq1DeXkZFRbFndunVp2LBhqXlKkiRJlc263LpcUrjYE12SQmTx4sVcddVVANSuXZtWrVpx4okn8ve//52ddtqp1Md+9dVXXH/99bzxxhusXLmSjRs3Flr/zTffFFyO2aJFC4488kieeOIJPv/8c7p16wZQULxvXpTPnTuXnJwcNm7cWGxyJYAvv/wSgM8//5xDDz200LqSeunssMMO7LzzzkyaNIkVK1YwbNgw+vfvT69evahRw++GJUmSlHzW5dblksLFRnRJCpHBgwfz6quvlvtxixYtYvfddyc7O5sBAwZw2GGHkZmZSY0aNZg+fTozZswoVryfccYZPPHEE/zrX//i5ptv5ptvvuGVV15hv/32Y7vttivY7scffwTg7bff5u23344Zw7p164ota9WqVbFltWrV4o033mDMmDE8/fTT/O1vfwOCDxDnnHMOl19+OTVr1iz330CSJElKFOty63JJ4eJXg5IkbrvtNn766ScmTJjA5MmTuf3227n66qsZM2ZMQW+Wovr370+3bt2YOHEiv/32G+PHjycnJ6fQxEUAmZmZAPztb38jGo3GvI0ePbrYMWJNutSsWTPuuusuVq5cyYIFC7j77rtp2rQpo0eP5sYbb6zgX0OSJElKDutySUpNNqJLkli8eDFAoUmHAKLRaKm9VP7yl7/w/fff89xzz/Hwww+z1VZbcdRRRxXapk+fPkQiEWbNmpXwuCORCDvssANnn302kydPBuCFF15I+HEkSZKkqmBdLkmpyUZ0SVLBmIpvvfVWoeU33HADn3zySczHjRgxgnr16nHBBRfw1VdfMXz4cOrVq1dom9atW3PsscfyzjvvcNNNNxGNRovtZ86cOaxfv75MsX799dd8/fXXxZavXr0aoNjxJUmSpHRhXS5Jqckx0SVJnHnmmYwfP56jjjqKY489lmbNmjF79mzmzZvHIYccwssvv1zi45o2bcoxxxzDo48+ClDsktF848aNY+HChVx88cU8+uij7LnnnjRp0oTly5fz3nvv8eWXX/Ltt99Sv379LcY6f/58jjzySHbffXe6d+9O69atWblyJc899xw1atTgggsuiP8PIUmSJCWRdbkkpSZ7okuS2GWXXXj99dfZddddeeaZZ3j44Ydp0qQJb7/9Nr179y71sSNGjABgjz32YMcddyxxm6ZNm/LOO+9w4403UqdOHR5//HHuuusuZs+eTY8ePZg4cSLNmzcvU6y9e/fmkksuIRKJ8PLLL3PLLbcwffp0Bg0axNtvv83hhx9evuQlSZKkFGFdLkmpKRIt6fodSUqSDRs2sGTJEjp37uzlf2ni5ptvZtSoUTz00EOceuqpyQ5H5eDrTZIkxWKdkH6sy9ObrzkptdkTXZIUtw0bNnD33Xez1VZbcfzxxyc7HEmSJKlasi6XpMrlmOiSpHJ76623mDFjBq+99hpLly7l+uuvL9O4iZIkSZISx7pckqqGjeiSpHKbMmUKV111Fc2bN+eCCy7goosuSnZIkiRJUrVjXS5JVcMx0SWlFMeBk6qOrzdJkhSLdYJUtXzNSanNMdElSZIkSZIkSYrBRnRJkiRJkiRJkmKwEV2SJEmSJEmSpBhsRJckSZIkSZIkKQYb0SVJkiRJkiRJisFGdEmSJEmSJEmSYrARXZIkSZIkSZKkGGxElyRJkiRJkiQpBhvRJSnERo4cSSQSSXYY1cqECROIRCJMnz59i9v279+fTp06VXpMkiRJSj5r86plXS4pkWolOwBJKpdUKzqj0WRHkNZ8OiVJktKYxVyo+HRKUmz2RJckSZIkSZIkKQYb0SUpxeTk5LB+/fpkhyH9P3v3HR5Ftf9x/L1JIAkhhQ6hBBSQDtIxtAAXkCLNgnoRsKIiNuDKFQQURRT4CchFRWmKiqJSRLFAqAKKFAUpIh2kQ0INJef3x2TXLLubbELq5vN6nn0CZ2ZnznfafvfszDkiIiIieZ5ycxERATWii4hkK3s/fT/++COvvPIKN998M0FBQXz22WcYY5gyZQr16tWjQIECFCxYkJiYGGJjY12Wc+nSJQYNGkRkZCTBwcE0bNiQ77//PhsiErurV68yYsQIoqKiCAwMpFatWnz66aepvq98+fK0bNnSpXzZsmXYbDZmzJjhVJ6QkMBrr71G9erVCQoKIiIigs6dO7Nx48YMikREREQkb1Bu7puUl4tIRlCf6CIiOcDAgQO5cuUKjzzyCGFhYdxyyy306tWLTz75hDvvvJO+ffuSkJDA7Nmz+de//sWXX37JHXfc4Xj/vffey7x58+jcuTPt2rXjr7/+onv37lSoUCEbo8rb/vOf/3D+/HmeeOIJAKZPn869997LpUuX6NOnT4as48qVK7Rv356ffvqJXr160b9/f+Li4pg6dSrR0dGsWLGC+vXrZ8i6RERERPIK5ea+RXm5iGQENaKLiOQAFy9eZOPGjRQoUACAr776itmzZ/Puu+/y6KOPOuZ7+umnady4MU8//TSdO3fGZrPx/fffM2/ePHr37u10N0Tz5s3p1q1bVociSU6cOMFvv/1GeHg4AP369aNWrVo899xz3HPPPQQHB9/wOt5++22WLVvG4sWLadeunaP8iSeeoEaNGgwcOJBly5bd8HpERERE8hLl5r5FebmIZAR15yIikgM8/vjjjiQd4KOPPiI0NJSuXbty4sQJx+vMmTN07tyZvXv38ueffwIwb948AAYNGuS0zK5du3LLLbdkWQzi7PHHH3ck6gDh4eH069eP06dPZ1gC/dFHH1GlShXq1avndJxcvnyZf/3rX6xatYqLFy9myLpERERE8grl5r5FebmIZATdiS4ikgNUrlzZ6f/btm3j7NmzlChRwuN7jh49SuXKldm9ezd+fn4uywCoWrUqO3bsyPD6SuqqVq3qUlatWjUAdu/enSHr2LZtGxcvXqRYsWIe5zlx4gRly5bNkPWJiIiI5AXKzX2L8nIRyQhqRBcRyQGS3+kCYIyhWLFifPzxxx7fU6NGjcyulmQDm83mtvzq1asuZcYYatasyfjx4z0uL6VEXkRERERcKTcXUF4uIs7UiC4ikgNVqlSJnTt30rhxYwoWLJjivDfddBOJiYns3LmT6tWrO03btm1bZlZTUrBt2za6dOniVPbHH38A1j7zpHDhwpw6dcql3N1dMpUqVeL48eO0atUKPz/10CYiIiKSGZSb527Ky0UkI+jMFhHJgR544AESExMZMmSI2+lHjx51/NueEL755ptO88ybN0+Pi2ajKVOmEBcX5/h/XFwc77zzDhEREbRo0cLj+ypXrsz27ds5dOiQoywhIYHJkye7zPvAAw9w5MgRj3e8JD9ORERERCR9lJvnbsrLRSQj6E50EZEc6M4776Rv3768/fbbbNiwgU6dOlG0aFEOHjzImjVr2LVrl+MOiHbt2tG5c2dmzpzJqVOnaN++PX/99RfvvvsuNWrUYMuWLdkcTd5UtGhRGjVqRN++fQGYPn06+/fv5/3333d5RDi5/v378+mnn9KmTRv69evH5cuX+fDDD92+5+mnn+aHH35g0KBBLF26lFatWhEWFsb+/ftZsmQJQUFBxMbGZlqMIiIiInmBcvPcTXm5iGQENaKLiORQ06ZNIyYmhvfee4/Ro0dz+fJlSpYsSd26dRk9erTTvHPmzGHo0KHMnj2bH374gZo1a/Lll1/y8ccfK1HPJmPGjGHlypVMnjzZMdDU7Nmzue+++1J8X3R0NDNmzOC1115j0KBBlC5dmscff5z69evTunVrp3nz5cvHokWL+N///seHH37I8OHDAYiMjKRhw4b07t070+ITERERyUuUm+deystFJCPYjDEmuyshImJ36dIl9uzZQ4UKFQgKCsru6oj4NJ1vIiIi4onyBJGspXNOJGdTn+giIiIiIiIiIiIiIh6oEV1ERERERERERERExAM1oouIiIiIiIiIiIiIeKBGdBERERERERERERERD9SILiIiIiIiIiIiIiLigRrRRUREREREREREREQ8UCO6iORIxpjsroKIz9N5JiIiIqlRviCSNXSuieRsakQXkRwlICAAgKtXr2ZzTUR8n/08s593IiIiInb+/v4AXLlyJZtrIpI32M81+7knIjmLGtFFJEfx9/fH39+f+Pj47K6KiM+Lj493nHMiIiIiyeXLl4/AwEDi4uJ0h6xIJjPGEBcXR2BgIPny5cvu6oiIG7r1TERyFJvNRvHixfn7778JDAwkJCQEm82W3dUS8SnGGM6fP098fDylSpXSOSYiIiJuFS1alEOHDnHw4EHCw8PJly+f8gaRDGSM4cqVK8TFxXHu3DlKly6d3VUSEQ9sRj8pi0gOY4zhyJEjuutFJBPZbDbCw8MpWbKkvgyLiIiIR/Hx8Zw4cYKEhITsroqIzwoMDKRo0aKEhYVld1VExAM1ootIjnXt2jX1wSiSSfLly6duXERERMRrV65c4dq1a9ldDRGf4+/vry5cRHIBNaKLiIiIiIiIiIiIiHiggUVFRERERERERERERDxQI7qIiIiIiIiIiIiIiAdqRBcRERERERERERER8UCN6CIiIiIiIiIiIiIiHqgRXURERERERERERETEAzWii4iIiIiIiIiIiIh4oEZ0EREREREREREREREP1IguIiIiIiIiIiIiIuKBGtFFRERERERERERERDxQI7pkqmXLlmGz2RgxYkR2V0XymPLly1O+fPnsrkaWchfziBEjsNlsLFu2LFvqlFvs3bsXm81Gnz59srsqOZqvXdOPHDlC7969KVu2LP7+/thsNs6cOZPd1cpQLVu2xGazZdv6dQ0SyTl87RouuYfycos+E72jvNw7vnZNV16e+XQNunFqRBcna9euxWaz0b59e7fTn3nmGWw2G1WqVHE7/a233sJmszFs2LDMrKa44WsfoiIZLbuTFsl5+vTpw4cffkjz5s0ZOnQow4cPJygoKLurJSICKC/PzZSXi6RMeblcT3m55AYB2V0ByVnq169PwYIFWb16NVevXiUgwPkQiY2NxWazsWPHDo4cOULJkiVdpgO0atUKgIYNG7Jt2zaKFi2aNQGIiJP+/fvTs2dPypUrl91VEclRLl++zA8//ECbNm2YPXt2dlcn08yaNYsLFy5kdzVEJB2Ul4v4FuXlIu4pL5fcQneii5OAgACaNWvGuXPn+OWXX5ymnTx5kt9//51u3boB/yTmdomJiaxcuZLAwECaNGkCQIECBahSpYqSdZFsUrRoUapUqUKBAgWyuyoiOcqRI0dITEwkMjIyu6uSqcqVK+fxLlURydmUl4v4FuXlIu4pL5fcQo3o4iImJgbApZ+k5cuXY4xhwIABFC5c2CVZ37x5M6dPn6ZJkyaOx248Pcpo7yPu3LlzPP3000RGRhIYGEitWrWYO3eu13WdMWMGNpuNGTNmMH/+fBo2bEiBAgUoVqwYDz74IEePHnX7vj179vDwww9Trlw5AgMDKVWqFH369GHfvn0u89psNlq2bMmhQ4d44IEHKFmyJH5+fk7bZ8WKFXTt2pUSJUoQGBhI2bJl6d69O6tWrXJaljGGadOmER0dTVhYGAUKFKB+/fpMmzbNZb3J+6v6+OOPqVOnDsHBwZQqVYqnn36aixcvOs1r328jR47EZrM5Xnv37gVg586dDB48mLp161KkSBGCgoKoXLkyL7zwAufOnXO7nX777Tc6dOhAaGgo4eHhdOjQgS1bttCnTx+nZSc3f/58WrduTaFChQgKCqJGjRqMHTuWa9euOc2XmJjI+++/T8OGDSlcuDDBwcGUKVOGzp07p6mPrvnz59OgQQOCg4MpUaIEjzzyCKdPn/Y4/+XLlxk/fjx169YlJCSE0NBQmjVrxoIFC1zmtce5e/du3njjDSpVqkRQUBAVKlTg5Zdf5sqVK27XsWLFCjp37kzRokUJDAykUqVKDB061OVX5+Tnx/r16/nXv/7l2NbdunVzu33TGrO7fs+S9zO4a9cuunXrRqFChQgJCaFNmzZs3rzZ7bKWL19O8+bNCQkJoUiRItxzzz0cOHAgXY9jTp8+nUaNGlGwYEEKFixIo0aNmDFjhst86d1G17PZbCxfvtzxb/vLXV+Ladkmx44d49lnn6VixYoEBgZStGhRevTowZYtW7zdFI7jbM+ePUycOJEqVaoQGBhIVFQUI0eOJDEx0Wn+lPqyS35NtEu+v7dt20anTp2IiIigUKFC3HvvvZw4cQKANWvW0Lp1a8LCwihUqBAPP/ww58+f91jvVatW0bJlS0JDQ4mIiKBHjx7s2rXrhreT/fPhzJkz9O/fn7JlyxIQEOD2+Lje+fPnGT58OFWqVCEoKIjChQvTsWNHVq9e7TRfy5YtiYqKAmDmzJkpHg/JJT8ef/rpJ9q2bUtERITT8Z+W6zzAqVOn6NevHyVKlKBAgQI0aNCAr776yu2+TKl7AE/9h7o7P5Mve+HChURHRxMaGurUd2tarpUABw4c4N5776Vw4cIULFiQFi1asGLFihS3p4ikTnm5M+XlysuVl1uUl7tSXq68XHm5RXl55lF3LuLCnvTFxsYyZMgQR3lsbCzBwcE0btyYZs2auSTr9v/b35+aK1eu0LZtW06fPk2PHj24cOECn376KXfffTeLFy+mbdu2Xtf5iy++4LvvvuPOO++kTZs2rF27lunTp7Ny5Up+/vlnChUq5Jh33bp1tGvXjvPnz9OpUycqVarE3r17mT17Nt9++y1r1qzhpptuclr+yZMnadKkCYULF6Znz55cunSJsLAwACZMmMCzzz5LcHAw3bp1o1y5chw6dIhVq1Yxd+5cmjZtClgX8Pvvv59PPvmESpUqcd9995E/f35++OEHHnroIf744w/Gjh3rEtvbb7/N4sWL6dKlC61atWLx4sVMnDiREydOOB51atmyJXv37mXmzJm0aNGCli1bOt4fEREBwJdffskHH3xATEwMLVu2JDExkbVr1zJmzBiWL1/OihUryJcvn+N9mzdvplmzZpw/f57u3btTqVIl1q9fT9OmTaldu7bb/TBkyBBef/11SpcuTffu3QkPD2flypUMGjSIdevW8fnnnzvN+8Ybb3DzzTdz3333ERoa6thuP/74o1MMnsyaNYvevXsTFhZGr169iIiI4Ouvv6ZNmzZcvnyZ/PnzO82fkJBA+/btWbZsGXXq1OGhhx7iypUrLFq0iC5dujBp0iT69+/vsp5nnnmG1atXc/fdd1OwYEEWLlzI8OHD+e2331y+XE6ZMoUnn3ySiIgIOnfuTPHixVm/fj2vvvoqsbGxxMbGutTrl19+4Y033iAmJobHHnuMjRs3Mm/ePH7//Xe2bNni1BdcWmNOyd69e2ncuDHVq1fnwQcf5K+//mL+/PnExMSwbds2SpQo4Zj3+++/p2PHjvj7+3PPPfcQGRlJbGwsTZs2dTq/vDFgwAAmTZpE6dKleeihhwDrHO7bty8bN25kwoQJLu9JyzZyZ/jw4cyYMYN9+/YxfPhwR3mdOnXSvU3++usvWrZsycGDB2nbti1du3bl2LFjjuvRkiVLaNSokdfbZdCgQSxfvpxOnTrRrl075s2bx4gRI7h8+TKvvvqq18vxZM+ePdx2223Ur1+fhx9+mPXr1/Ppp59y4MABXn/9ddq2bcu//vUvHn30UZYtW8YHH3xAYmKi2yRz7dq1jB49mvbt2/PUU0+xdetWvvrqK1auXMnatWudrqHp2U4JCQm0atWKc+fOcccddxAQEOC07d25dOkSrVq14ueff6Zu3bo888wzHD16lDlz5vDdd9/xySefcNdddwHWF6Q6deowYcIEateuTdeuXQHX48GTn376iddee42YmBgeffRR9u/fD6T9On/hwgVatmzJ77//TpMmTWjRogUHDhzgnnvuSdNnYHp9/vnnfP/993Tq1IknnniC+Ph4IO3Xyr///psmTZpw6NAh2rVrR926ddm2bRv/+te/vM4JRMQ95eXKy0F5eXLKy5WXKy93prxcebny8ixkRK5z9epVEx4ebkJCQszly5cd5TVq1DAxMTHGGGPGjx9vAHPgwAHH9M6dOxvArFixwlEWGxtrADN8+HCndURFRRnAdOnSxSQkJDjKf/zxRwOYdu3aeVXX6dOnG8AAZvHixU7TXnjhBQOY/v37O8ouX75sypcvb0JDQ82GDRuc5l+5cqXx9/c3nTp1ciq3L79v377m6tWrTtM2bdpk/Pz8TGRkpNmzZ4/TtMTERHPo0CHH/9977z3HcpJv14SEBMe2W79+vaN8+PDhBjDh4eFm+/btjvILFy6YypUrGz8/P6fle9rWdgcPHnTa1nYjR440gPnoo4+cyps2bWoAM3v2bKfyYcOGObZJ8pi///57x747d+6c03bo16+fAczcuXMd5YULFzaRkZHm/PnzLnU6efKk2xiSi4uLM2FhYSYkJMTs2LHDUX758mXTvHlzA5ioqCin9/z3v/81gBk2bJhJTEx0lMfHx5v69eub/PnzO23T3r17G8AUK1bM6VhPSEhwrCN5TFu3bjUBAQGmdu3a5sSJE07rHj16tAHM2LFjHWX2fQaYTz/91Gn+Xr16GcB88sknNxSz/TiKjY11lO3Zs8ex3tdff91p/qFDhxrAjB492lF29epVExUVZWw2m1m5cqXT/A888IBjWd5Yvny5AUzVqlXNmTNnHOWnTp0ylStX9ngN8XYbpaRFixYe65nWbWKMMbfddpvx9/d3ufbs2LHDhIaGmpo1a3pVL/txVqFCBXP48GFH+fHjx01ERIQJDQ11Onfd7VM7+zVx+vTpbmN76623HOWJiYmmQ4cOBjARERFm3rx5jmmXL182tWrVMgEBAebIkSOO8uT745133nFa9zvvvGMAl2toWreT/fOhXbt25sKFCylsOWf2a9n999/vdH5v2LDB5M+f30RERJj4+HiX7dK7d2+v15E8/mnTprlMT+91/pFHHnFazuLFix3rSb4vU7rOe4rH3XFvP078/PzMDz/84LKs9F4rR40a5bScd9991xGHu+NVRFKnvFx5uTHKy41RXm6nvFx5uZ3ycuXlysuznhrRxS37RWXVqlXGGGOOHTtmbDabGTlypDHGmF9//dUAZtasWcYYY65du2YiIiJMcHCw04dKasn67t27XdYdFRVlChcu7FU97RecNm3auEw7e/asiYiIMGFhYebatWvGGGO+/PJLA5iXX37Z7fK6d+9u/Pz8TFxcnKMMMPnz5zfHjx93mf/xxx/3eNG+Xq1atUxISIjbD5/ffvvNAOb55593lNkv4i+99JLL/PZpCxYscJSllqx7cvLkSQOYPn36OMr27t1rAFO7dm2X+c+dO2cKFSrkkqzfcccdBjD79u1zec+ZM2eMzWYzPXr0cJQVLlzYlC9f3ly6dClN9bWbOXOmAcxTTz3lMm3lypUuieu1a9dMoUKFzM033+z04WO3YMECA5hJkyY5yjx9ACVfR/LEZMCAAS7JZvL1FytWzNSrV89RZt9nzZs3d5nfPu25555Ld8zGpJysV6hQwXFuXD+te/fujrJly5YZwNxxxx0u692/f7/x9/f3Oll/8MEHDWDmzJnjMm327NkGMA8++KCjLK3bKCXeJOvebpMNGza41DW55557zgDm999/T7Ve9uPM3XXEPu23335zlKU3WXd37M+aNcsAjoaY5F5++WUDmKVLlzrK7Nu8cuXKLtvp2rVrplKlSsZms5ljx44ZY9K3neyfD5s3b3b7Hk9uuukmky9fPqcv1naPPPKI02eWMTeWrNetW9ft9LRe5ytUqGDy589v/v77b5f5W7dunenJerdu3VyWk9ZrZUJCggkKCjLFixc3Fy9edFlWpUqVlKyL3CDl5crLlZcrL7dTXq683E55ufJy5eVZT925iFstW7Zk4cKFxMbGEh0dzbJlyzDGOB7lq1OnDuHh4cTGxtKrVy82bdrEmTNnaNOmjdePrUVERFChQgWX8jJlyrBmzZo01bdZs2YuZQULFqROnTosW7aM3bt3U7FiRdauXQvAjh073PZdZR/QYufOndSvX99RXqFCBbeDMP38888AqT7ec+HCBX7//XciIyMZM2aMy3R7H37bt293mVavXj2XsjJlygBw5syZFNebnDGG6dOnM2PGDLZs2UJcXJxTn26HDx92/Nvez1x0dLTLckJCQqhTp47LY8Nr164lJCTEY/9iwcHBTvH17NmT//3vf9SoUYOePXsSExNDkyZNCA4O9ioeex3d7fsmTZoQEOB8eduxYwenT58mMjKSkSNHurzn+PHjgPt9kNI6Nm7c6CizH1/2R+Guly9fvhvax2mNOTV16tTBz895aIyU1mt/BDq5smXLUq5cOfbs2ePVOu3by91jwfbHyzZt2uQyLaPOg9R4u03s+/ro0aNuryX2/bx9+3Zq1Kjh1bozO8ZatWq59MFXqlQpwP3jkvZpya8NdtHR0S7byc/Pj+joaP788082b97seIQf0r6dgoKCqFmzptexxcfHs3v3bqpWrerYZsnFxMQwdepUNm3aRK9evbxericNGjRwKUvrdT4+Pp49e/ZQrVo1SpYs6TJ/s2bN3F5HMlLDhg1dytJ6rdyxY4fjkd3rH99OfkyISPopL1deDsrL7ZSXKy+/fj3Ky5WXX095ufLyzKJGdHEr+SBGQ4cOZdmyZQQFBTn6x/Lz86Np06aOhM3+t1WrVl6vIzw83G15QECAy4AdqfHUJ5e9PC4uDrAGigAcfRZ6cv2gHZ6WHxcXh81mc3yoeXL69GmMMRw6dMjtxc/TegFHH4/J2ZOy6wcFSsmAAQN4++23KVu2LHfccQelSpUiMDAQsAY9SkhIcMxr73+rePHibpflbnucOnWKq1eveh3fhAkTqFChAtOnT2fUqFGMGjWKoKAg7r77bsaNG+f2y1Fy9n3qro7+/v4UKVLEpX4AW7duZevWrV7V0c5dvPZ12OuRfB1p7SfP232c1pgzar3eHA/eJuvx8fH4+flRrFgxt8ux2WyO9aWnrjfK2/XY9/WiRYtYtGiRx+WlNABQetedXiktP6Vp7gbqSus1N63bqXjx4mkaFMt+zHiql/0a7e7YSg9360nrdT4919mM5ulaDt5fK1O6Lnlah4ikjfJy5eWgvNxOebny8uvXo7xcefn1lJcrL88sakQXt2rXrk2hQoX46aefuHz5MrGxsTRu3NiR3IH1i/WiRYvYu3evYzTq7Bqo4OjRoymW278Y2D+QFi5cSKdOnbxevqcPjYiICIwx/P3335QuXdrj++3rrVevHuvXr/d6vRnl2LFjTJ48mVq1arFmzRoKFCjgmHbkyBGXDxZ7fY8dO+Z2ee62d1hYGDabzTGieGoCAgIYOHAgAwcO5PDhwyxfvpzp06cza9Ysjhw5wnfffZfi++371F0dr127xsmTJ532iT2mHj16uAw6lJqjR49yyy23uF1H8g8i+zri4+MJDQ1N0zq8kdaYM0p6joeUlpWYmMjx48ddPtyPHTuGMcZt4pjT2OvoadCrzGS/0+Tq1asu05J/ecxMab3mpnU7pSVRT74eT/U6cuSI03w3yl390nqdT895ldH7PqU4vL1WpnRdgrRdH0TEPeXlzpSXO1Nerrw8OeXlysuvL1derrzcTnn5jfNLfRbJi/z8/GjRogUXL15kwYIFbNu2zeUxrxYtWgDw448/snLlSgoWLOj0qGVWWrlypUvZuXPn2LRpE2FhYY4Rqe137KT1sVRP7I/cfP/99ynOFxoaStWqVdm2bVuGPuKWnL+/P+D+l/Hdu3djjKFNmzZOiTq433a1a9cGrJGur3fhwgXHY4TJNWrUiJMnT6br8aDIyEjuvfdeFi9eTMWKFfnxxx+5ePFiiu+x19Fd/desWePyYVa1alXCwsJYv36921/wU5LSOm699VZHmf34sj8ql9HSGnNGr3f16tUu0w4ePOgYAd0b9u1l/4KfnL3M25HY0yqlcyStMvpakhaFChUC4NChQy7Tkj/GnJlWr17tcmdiYmIiP/30EzabzXHMZNV2sl/nd+3a5Xa7ZPaxBWm/zoeFhVGhQgV27drl+DKRnLvzPCv2fVqvlZUrVyYoKIj169dz6dIlp2n2Y0JEbozycu8oL/+H8nLl5d5QXn7jlJe7Ul6uvNyXqRFdPLLfvWK/G+L6ZL1u3bqEhoYyYcIE4uLiaNasWZr7fssoP/74o8sdEq+++ipnzpzhgQcecPxK2KVLF8qVK8f48eNZsWKFy3KuXLnCqlWrvF5vv3798Pf3Z+jQoezbt89pmjHGqc+yAQMGcOHCBR555BG3j5Lt2bOHvXv3er3u6xUuXBiAAwcOuEyLiooCrOQ7+QfswYMHGTJkiNv5o6Oj2bRpE3PmzHGa9uabbzoeK0puwIABADz44IOcPHnSZfqRI0fYtm0bAAkJCW4v4OfPn+fcuXPky5fPpV+363Xp0oWwsDCmTZvGzp07HeVXrlxh6NChLvMHBATw+OOPs2/fPgYOHOj2Q2jLli1uf7WdMGECBw8edPz/8uXLvPjiiwD06dPHUf7EE08QEBDAU0895TaBPXPmzA19oKY15ozStGlTypUrx8KFC12SrmHDhqUp+e3duzdgXVeSP8IXFxfnuNbY58loKZ0jadWwYUMaNWrEJ5984nKOgJWkLF++/IbX4469379Zs2Y5nc9r1qxJ9ZH4jLJz506mTp3qVDZ16lR27txJx44dHY8FZ+V26t27N1euXGHIkCEYYxzlv/32GzNmzCA8PJyuXbtmyLo8Set1vlevXly+fJmXXnrJab7vv//ebb+Lt9xyC6GhoSxYsMDpOnz06FFGjRqVITGk9VoZGBjI3XffzbFjxxg3bpzTfO+//77TtUpE0k95eeqUl/9Debnycm8oL79xysvdU16uvNxXqTsX8cierG/ZsoWgoCAaN27sNN3f35/o6GgWL17sNH926NSpE507d+bOO++kfPnyrF27ltjYWG6++WZefvllx3yBgYHMnTuX22+/nRYtWtCqVStq1qyJzWZj3759rFy5kiJFirgdZMadmjVr8tZbbzFgwACqV69O165diYqK4siRI6xYsYKOHTvy1ltvAfDYY4+xdu1aZs6cyerVq2nTpg2RkZEcPXqU7du3s27dOj7++GPKly+frm1QpUoVIiMj+fTTTwkMDKRMmTLYbDaeeuopSpUqRY8ePfjiiy+oX78+rVu35ujRo3z99de0bt2av/76y2V5kyZNonnz5tx///188cUXVKxYkQ0bNrB27VqaN2/OihUrnBLq9u3bM2zYMF555RUqVqxI+/btiYqK4uTJk+zatYuVK1cyatQoqlatysWLF4mOjqZy5crUq1ePcuXKce7cOb7++muOHDnCwIEDnR5Rdic8PJyJEyfSp08fGjRoQM+ePQkPD+frr78mODjYbX+YI0eOZMOGDUycOJFFixbRvHlzihcvzqFDh/j999/ZvHkza9ascXmcsXHjxtSuXZt77rmHkJAQFi5cyI4dO+jevTs9evRwzFejRg3+97//8fjjj3PLLbfQoUMHbr75Zs6ePcvu3btZvnw5ffr04Z133knr7k13zBnB39+fd955hzvuuINWrVpxzz33UKpUKZYvX86hQ4eoXbs2v/32m1fLat68OU899RSTJk2iRo0a9OjRA2MMX3zxBQcPHmTAgAE0b948U+Jo1aoVc+fOpUePHtx+++0EBQVRu3ZtOnfunK7lffLJJ8TExNCzZ0/eeust6tatS3BwMPv372fNmjUcP37c5Q6AjNC4cWOio6NZunQpTZo0oXnz5uzbt4/58+fTuXNnvvrqqwxf5/XatWvHgAED+Oabb6hevTpbt25l4cKFFC1alAkTJjjNm1XbafDgwSxatIgPP/yQbdu20bp1a44dO8acOXO4evUqU6dOzZTHuZNL63V+8ODBfPnll0ydOpWtW7fSvHlzDhw4wGeffUbHjh1d+qvMnz8/Tz31FK+99hp169alS5cunD17loULF9KiRQu31/L0SOu18vXXX2fJkiUMHTqUVatWceutt7Jt2za++eYb2rZtm+pdoSKSOuXlqVNerrxcebnycuXlysvtlJcrL88URsSDxMREU7RoUQOYli1bup1n9OjRBjCA+eWXX1ymx8bGGsAMHz7cqTwqKspERUW5XWaLFi2Mt4fm9OnTDWCmT59u5s2bZxo0aGCCg4NNkSJFTJ8+fczff//t9n0HDx40Tz/9tKlUqZIJDAw0YWFhpmrVqubhhx82S5YscZoXMC1atEixHrGxsaZTp06mcOHCJn/+/KZMmTKmR48eZvXq1S7zzpkzx7Rp08YUKlTI5MuXz5QuXdq0bNnSjBs3zhw/ftwx3/Dhww1gYmNjU4w7ubVr15oWLVqY0NBQx37Zs2ePMcaYs2fPmueff96UL1/eBAYGmkqVKplXXnnFXL582WOMGzduNO3atTMFCxY0oaGh5vbbbze///676dSpkwHM6dOnXd7zww8/mM6dO5tixYqZfPnymZIlS5omTZqYV155xezfv98YY8zly5fNmDFjTNu2bU2ZMmVM/vz5TYkSJUzz5s3Nxx9/bBITE1Pc3sl99dVXpl69eiYwMNAUL17cPPzww+bUqVMej7GrV6+ad99910RHR5uwsDATGBhoypUrZ9q3b2+mTJlizp0755i3d+/eBjB//fWXef31103FihVN/vz5TVRUlBkxYoRJSEhwW6eff/7Z9OzZ00RGRpp8+fKZokWLmrp165oXXnjBbNu2zTGfp/PDGGP27NljANO7d+8bitndcZTSso3xfMwvXbrUNG3a1AQHB5vChQubu+66y+zfv9/UqFHDhIeHu12WJ9OmTTMNGjQwBQoUMAUKFDANGjQw06ZNc5kvvdvInStXrpjBgwebcuXKmYCAAKf3pnebnDp1ygwdOtTUqFHDBAcHm4IFC5pKlSqZ++67z3z55Zde1ct+nNnP1eQ8XQdOnDhhHnjgAVO4cGETHBxsGjdubL777ju314aUYktp+7pbVvL5V65caVq0aGFCQkJMWFiY6datm/nzzz/dxpiW7ZTS50Nqzp07Z4YNG2YqV65s8ufPbyIiIsztt99uVq5c6TJvWo8fY1LeXsl5e503xpiTJ0+aRx991BQrVswEBQWZevXqmS+//NLjdf7atWtmxIgRpmzZsiZ//vymcuXKZsKECWb37t1u43H3mepp2cml5VppjDH79u0z99xzj4mIiDAFChQwzZo1M8uXL0/xs0xEvKe83KK8XHm58nKL8vIWLuXKy5WXu6O8XHl5RrIZk+zZCpFcZsaMGfTt25fp06c7Pb4nmefatWvcfPPNXLx40ecHpujTpw8zZ85kz5496b4TydedPXuWEiVKULNmTdatW5fd1RHxGfp8E5HcRtetrKe8XJJTXi6SOfT5JnbqE11E3Lp69SonTpxwKX/99dfZt29fpvdhJjnL+fPnOXv2rFPZtWvXGDRoEBcvXtTxICIiIpJJlJdLcsrLRUSyh/pEFxG3zp07R+nSpfnXv/5F5cqVuXLlCuvWreOXX36hVKlSjBgxIrurKFnozz//pGnTprRr146bbrqJs2fPsnLlSv744w+qV6/uGMBKRERERDKW8nJJTnm5iEj2UCO6iLhVoEABHnroIZYuXcqKFSu4dOkSpUqV4rHHHmPYsGGZNliO5EylS5fmrrvuYvny5SxevJirV69Srlw5Bg4cyIsvvkhISEh2V1FERETEJykvl+SUl4uIZA/1iS4iIiIiIiIiIiIi4oH6RBcRERERERERERER8UCN6CIiIiIiIiIiIiIiHqgRXbLFjBkzsNlszJgxw6m8fPnylC9fPlvqlN327t2LzWajT58+mbaOK1euMGLECCpVqkRgYCA2m4158+Zl2vpyu6zYJ+K9ESNGYLPZWLZsWXZXxafkluM8t9RTRCSnUd7tSnl3zqPP+ZxFeXfmyOrjPD37MSP3vc1mo2XLlje8HJGcQo3o4vOUkP1j3LhxjBw5ksjISAYOHMjw4cOpUqVKltahZcuWLl/YNm3axLBhw2jcuDHFixcnMDCQm266iSeeeIJDhw5laf2yWsuWLbHZbNldDREh5QalZcuWYbPZGDFiRJbWyVvly5fXlxQRyXbKu/+hvDvnUd4t4lvX6ZTO6Zwep7vrs+R8AdldAcmbunXrRuPGjTWSfDKlS5dm27ZthIeHZ9o6vv76awoWLMgPP/xA/vz5M209adWvXz/WrVtHw4YN6dmzJ4GBgaxbt44pU6bw+eefs3Llyiz/0iEiIiLiC5R3u1LerbxbJC/o378/PXv2pFy5ctldFRGfoEZ0yRbh4eGZmrTmRvny5cv0hPXw4cMUKVIkRyXyAPfffz8fffQRFStWdCofM2YML7zwAs8//zyLFi3KptqJiIiI5F7Ku10p71beLZIXFC1alKJFi2Z3NUR8hrpzycOSP5r+008/ERMTQ2hoKMWKFeOJJ57g4sWLACxatIgmTZoQEhJCiRIlGDx4MFevXnVaVlxcHGPGjKFFixZERkaSP39+IiMjeeCBB/jrr79c1u2pb0Z3Ll26xLhx46hduzbh4eGEhIRQvnx57r77bjZv3pzie2fMmEGFChUAmDlzJjabzfFK3sfX+fPnHY9YBgUFUbhwYTp27Mjq1atTrR/A6dOn8ff3p1OnTk7lmzZtcqxv165dTtNatmxJcHAwCQkJgOfHjeyPKNn7VSxfvjyBgYFUrlyZ//3vf17Vz96v2Z49e9i3b5+jTtc/PjR9+nQaNWpEwYIFKViwII0aNXK7j64/dtq2bUtERES6H4986qmnXBJ5gIEDBxIcHMzy5cu9Xpa9O4YzZ87Qv39/ypYtS0BAgFMcCxcuJCYmhvDwcIKDg6lduzbjx493Oa6T27p1Kx07diQiIoKCBQvStm1bfv31V7fz7tu3j4ceeojSpUuTP39+ypQpw0MPPcT+/fud5rPZbI7Ykh+byY+B2NhYbr/9diIjIwkMDKREiRI0a9aM9957z6vtYT9+Ll26xAsvvEC5cuUICgqiatWqTJo0CWOM2/fNnz+f1q1bU6hQIYKCgqhRowZjx47l2rVrTvMlP5cXLlxIdHQ0oaGhXj2aZu8j7+DBg9x7770ULVqUAgUKEB0dzY8//uhVfADTpk2jS5culC9f3nH+tmvXjtjYWKf5fvzxR2w2G0888YTb5fz111/4+fnRrl07p/KzZ88yfPhwqlevTnBwMBEREbRr145Vq1a5LCP59h46dCg333wz+fLlS7ULkLReQ5P3Vfjxxx9Tp04dgoODKVWqFE8//bTj+p3ctWvXGDNmDBUrViQoKIiKFSsyevRoEhMTU6zb9fr06eO4nkycOJEqVaoQGBhIVFQUI0eOdLu8q1evMn78eGrXrk1wcDDh4eHExMSwcOHCNK3bztvz8ddff6V///7UqFHDcb7XrFmT119/nStXrjjms19/9+3b53SNtF/nRowYQUxMDAAjR450mr53717Hci5fvsz48eOpW7cuISEhhIaG0qxZMxYsWOBxO+7evZtx48ZRrVo1AgMD6dOnD0OHDsVms/HZZ5+5jX/atGnYbDZGjx6dru1nN3/+fNq2bUuRIkUICgqifPny9OrViy1btjjm2blzJ4MHD6Zu3bqO+SpXrswLL7zAuXPnXJb5999/8/TTT1OpUiXH+VK1alX69etHXFyc07xp2V4iuZ3y7mWO+ZR3W5R3K++2U979D+Xd/5gwYQI2m425c+c6lT/zzDPYbDaaNm3qVG6/rvXt29dt3cH767Sdt/GmxtvjLi15Z0rntLdxGmOYNm0a0dHRhIWFUaBAAerXr8+0adNc6pZ8W86YMYO6detSoEABWrZsyfvvv4/NZuONN95wG//SpUux2Ww89thjad52ya1YsYKuXbtSokQJAgMDKVu2LN27d3c6Pw4fPszw4cOduuwqX748TzzxBMeOHXNZZlxcHC+99BLVqlWjYMGChIWFUbFiRXr37s2+ffuc5k3L9vJVuhNdWLduHWPGjKFdu3Y89thjxMbGMmXKFOLj4+ncuTN9+vShS5cuNGnShEWLFvHmm29SsGBBXnrpJccytm3bxksvvURMTAzdunUjJCSE7du38/HHH7No0SI2bNhAVFRUuurXu3dvPvvsM2rVqkXfvn0JDAzkwIEDxMbG8ssvv1C7dm2P761Tpw5PP/00EyZMoHbt2nTt2tUxzZ5sXLp0iVatWvHzzz9Tt25dnnnmGY4ePcqcOXP47rvv+OSTT7jrrrtSrGOhQoWoXbs2K1eu5Nq1a/j7+wM4JROxsbGOhPXSpUusXbuW2267jcDAQK+2w7333svPP//M7bffjr+/P5999hlPPvkk+fLl45FHHknxvfZ+ct966y3A+uAFiIiIcMwzYMAAJk2aROnSpXnooYcA+OKLL+jbty8bN25kwoQJLsv96aefeO2114iJieHRRx91SVZvlM1mI1++fGn+kpCQkECrVq04d+4cd9xxBwEBAZQoUQKA8ePH8/zzz1O4cGHuu+8+QkJCWLBgAc8//zwrV67kyy+/dFnf7t27iY6Opm7dujz++OPs27ePzz//nObNm7N06VIaNWrkmHfnzp00bdqU48eP07lzZ6pXr86WLVuYNm0aCxcuZNWqVVSuXBmA4cOHM2PGDPbt28fw4cMdy6hTpw5gfZHu3LkzERERdOnShVKlSnH8+HE2b97Mhx9+yKOPPur1Nrn77rvZuHEjPXr0AKx9O2DAAPbu3cu4ceOc5h0yZAivv/46pUuXpnv37oSHh7Ny5UoGDRrEunXr+Pzzz12W//nnn/P999/TqVMnnnjiCeLj472q1+nTp4mOjqZYsWI8/PDDHD9+nDlz5tC+fXvmzp3rdM568uSTT1K7dm3atGlDsWLFOHToEPPmzaNNmzZ8+eWXdOnSBYDWrVtz88038/HHHzN27FgKFCjgtJz3338fY4zT+XTq1CmaN2/O1q1biY6Opl+/fsTHxzN//nxiYmL4/PPP3daxR48ebN68mfbt2xMREeFI4jxJ7zX07bffZvHixXTp0oVWrVqxePFiJk6cyIkTJ5g9e7bTvI8++ijTpk2jQoUKPPnkk1y6dInx48fz008/pbqN3Rk0aBDLly+nU6dOtGvXjnnz5jFixAguX77Mq6++6pjPGMOdd97J/PnzqVy5Mk8++STnz59nzpw53HHHHYwfP55nn33W6/Wm5XycOnUqCxcupHnz5nTo0IELFy6wbNkyhgwZwi+//MIXX3wBWNfC4cOHu1wj4Z/r5969e5k5cyYtWrRw6nvcfh1NSEigffv2LFu2jDp16vDQQw9x5coVFi1aRJcuXZg0aRL9+/d3ieepp55i7dq1dOzYkc6dO1O8eHHuvPNORo8ezfvvv8/dd9/t8p6pU6cSEBDg9CUprZ5//nnGjx9P4cKF6dq1K8WLF+fAgQP8+OOP1KtXjxo1agDw5Zdf8sEHHxATE0PLli1JTExk7dq1jBkzhuXLl7NixQry5csHwIULF4iOjmbv3r20bduWbt26cfnyZfbs2cOHH37IwIEDHXfDpnd7ieR2yruVd4PybuXd/1DerbzbE/sNHLGxsdx5552Ocvu17ueff+b8+fOEhIQ4ldvf54431+n0xJuStBx3ack7Uzqny5cvn2qcxhjuv/9+PvnkEypVqsR9991H/vz5+eGHH3jooYf4448/GDt2rEs8b775JrGxsXTp0oW2bdvi7+/Pvffey/PPP88HH3zA4MGDXd4zdepUgFQ/P1IyYcIEnn32WYKDg+nWrRvlypXj0KFDrFq1irlz5zp+VFmxYgXjxo2jdevWNGrUiHz58rFx40amTJnCd999x4YNGxz5uDGGdu3asW7dOqKjo2nfvj1+fn7s27ePBQsW0KtXL8e5kN7t5XOM5FmxsbEGMICZN2+eo/zy5cumVq1axmazmaJFi5qff/7ZMS0+Pt4UL17cFC5c2Fy+fNlRfubMGXPy5EmXdSxdutT4+fmZhx9+2Kl8+vTpBjDTp093Ko+KijJRUVFOy7XZbKZevXrm6tWrTvNevXrVnD59OtU49+zZYwDTu3dvt9NHjhxpAHP//febxMRER/mGDRtM/vz5TUREhImPj091Pc8995wBzLp16xxlnTt3NpUrVzZly5Y19957r6N8yZIlBjAvv/xyqvVs0aKFAUyjRo1MXFyco3z79u0mICDA3HLLLanWze767Wu3fPlyA5iqVauaM2fOOMpPnTplKleubACzYsUKR3nyY2fatGlerz+t5syZYwBz1113ef2eqKgoA5h27dqZCxcuOE3btWuXCQgIMMWLFzf79+93lF+6dMk0bdrUAGbWrFmOcvs+AcwLL7zgtKzFixcbwNSsWdOpPCYmxgDm3XffdSqfPHmyAUyrVq2cyu37153u3bsbwGzatMll2okTJ1LYCq7Lv+WWW5z27ZkzZ8wtt9xibDab+eWXXxzl33//vWP7nTt3zlGemJho+vXrZwAzd+5cR7n9XPbz8zM//PCDV3Wys2/b++67z+nc27x5s8mfP78pVqyY0z4cPny4AUxsbKzTcnbv3u2y7MOHD5vIyEhTqVIlp/IxY8YYwMyYMcOp/MqVK6ZUqVKmePHiTte2++67zwBm6tSpTvMfPXrUlC1b1hQrVsxcvHjRUW7f3nXq1HF7TfQkrddQ+7YIDw8327dvd5RfuHDBVK5c2fj5+ZlDhw45yu3nbO3atZ3268GDB03RokVTvEZer3fv3gYwFSpUMIcPH3aUHz9+3ERERJjQ0FCTkJDgKJ85c6YBTIsWLZzK9+3bZ4oWLWoCAgLMX3/9lep603M+7tu3z+WzIzEx0Tz44IMGMKtWrXKa5ukaacw/23D48OFup//3v/81gBk2bJjT8RwfH2/q169v8ufP77RP7NuxTJkyZt++fS7Lu/32243NZjN79uxxKt+yZYsBTNeuXd3WwxsLFy50bK/rryVXrlwxR44ccfz/4MGDTvvNzv7Z+dFHHznKFixYYADzzDPPuMx/9uxZc+nSJcf/07q9RHI75d0W5d3Ku5V3K+9W3u1d3p2YmGiKFCliqlat6ig7ceKEsdlspnXr1gYw3333nWNar169DOB0vrnbj6ldp9Mab0rSetylJe80JuVzOrU433vvPQOYvn37Oh2HCQkJpnPnzgYw69evd5Tbt0tISIj57bffXJb3+OOPG8AsW7bMqfzkyZMmMDDQ1KlTx209vLFp0ybj5+dnIiMjXb4bJCYmOu2Po0ePmrNnz7osw/6dbNSoUY6y3377zeP3ikuXLjktJ63by1epET0Ps1/cY2JiXKa9/PLLjhPkevbGB3cfoO7UrFnTlC9f3qnM22Q+Li7OACY6OtrpopsWqV08b7rpJpMvXz5z4MABl2mPPPKIS4Lnib1RYvTo0cYY68tGeHi4eeyxx8wDDzxgSpYs6Zh36NChLglyasn80qVLXdZpn+bNlw1jPCfz9n06Z84cl2mzZ882gHnwwQcdZfZjp27dul6tNz32799vSpQoYYKDg50+vFNjT+Y3b97sMs1+XI8ZM8Zl2urVq12Sbfs+iYiIcPtBZE9e7B8W+/btM4CpVq2ay/F67do1U6VKFZfExptkfseOHd4F74Z9+dcnHMYY8+GHHxrA9O/f31F2xx13GMBto579y3WPHj0cZfZzuVu3bmmuG2D8/f3N3r17XaY99NBDLl8cPCXznjz11FMGcFr+sWPHTP78+U3Tpk2d5p03b54BzKBBgxxlx48fN/7+/i5fwOwmTpxoALNw4UJHmX17z58/36s6esPdNdS+LV566SWX+e3TFixY4Cjr27evAcwXX3zhMv8rr7ySrkZ0d1/k7dOSJ5atWrVyaeiwe/XVV10aNjxJ6/mYkl9//dUAZsSIEU7l6W1Ev3btmilUqJC5+eab3X5W2RuXJ02a5Cizb6sJEya4Xd/8+fMNYIYOHepU/swzzxjALFq0KJUoPbv99ts9fq546+TJkwYwffr0cZTZ4xwyZEiK703P9hLJ7ZR3W5R3K+82Rnm3nfJu5d2p6dGjhwHM33//bYwxZu7cuY79EhgYaP7zn/845i1Tpoy56aab3NYvPY3o3sabkrQed564yzuNubFG9Fq1apmQkBCXHwCN+adx+fnnn3eU2WN/9tln3S5v8+bNBjD//ve/ncrfeustA5jJkyenFGKK7A30N/JDamJiogkLCzMtW7Z0lNnjTP7Dsydp3V6+St25iOMRtuRKlSqV6rTDhw87PSq1bNky3nrrLdatW8eJEyec+rlL74A6YWFhdOjQgW+++Ya6dety11130bJlSxo0aOB4jOdGxMfHs3v3bqpWrUqZMmVcpsfExDB16lQ2bdpEr169UlxW8+bN8ff3JzY2lhdeeIGNGzcSFxdHq1atuHDhArNmzWLbtm1UrVqV2NhYgoODnR5HTE29evVcyux1PnPmDKGhoV4v63obN24EcOqiwM7+ONimTZtcpjVo0CDd60zJyZMn6dChA8eOHWPWrFnccsstaXp/UFAQNWvWdClPKc4mTZoQFBTkNs5bb72VggULupQ3a9aMJUuWsHHjRurVq+d4b4sWLVweTfXz86N58+Zs376dTZs2UbZs2VTj6NmzJ19++SWNGzfmvvvuo3Xr1jRr1ixdg8M0a9bMY5l9uwCsXbuWkJAQj/2aBQcHs337dpfyhg0bprlOAOXKlXP7uGSzZs344IMPnB6F9WT37t2MHj2apUuXcujQIUd/p3aHDx92rKNYsWJ0796dTz/9lO3btzsGFXv//fcBePjhhx3v++WXX7h27RoJCQlu+1b8888/Adi+fbtLv6zp2R7puYamdl2ws/djm9JxkFbernvjxo0UKFDA7TZJ6friibfnI1h9br/99tuO/X3u3Dmn/kgPHz7s9XpTsmPHDk6fPk1kZCQjR450mX78+HGANJ07HTt2pHTp0kyfPp0RI0bg7+/P5cuX+fDDDylbtizt27dPd31//vlnAgMDadGiRarzGmOYPn06M2bMYMuWLcTFxTn155l8GzZv3pxSpUrx+uuvs3nzZjp16kSLFi2oWrWq0zXxRraXSG6nvFt5t/Ju5d12yruVd6cmJiaGL774gtjYWO69915iY2MJDQ2ladOmNG7c2NGFy65duzh48KCje6iM4G28qUnLcZeWvPNGXLhwgd9//53IyEjGjBnjMt0+dlJazr9atWrRuHFj5s6dy6RJkxxdeH3wwQcUKFCA+++/P931/fnnnwFo27atV/N/+eWXvPvuu2zYsIHTp087ja+QfBtWrVqVWrVq8cknn3Dw4EG6du1Ky5YtqVOnDn5+/wyheSPby9eoEV0ICwtzKQsICEh1WvJB2T7//HPuueceChYsSLt27ShfvjwFChRwDHxy/YAEafH555/z2muv8fHHH/Piiy866tW3b19ee+01l/7V0sLef5y9377r2b+4eNPPXFhYGHXr1mX16tVcuXKF2NhYbDYbMTExXLhwAbD6KYuKiuLnn3+mRYsWafqSk9K+uH7QmbSKj4/Hz8+PYsWKuUwrUaIENpvN7TbwtN1uxMmTJ2ndujVbt25lypQp/Pvf/07zMooXL+62P8eU9rfNZqNEiRIcOnTIZZqnOO3l9sHyMvJ4ArjrrruYN28e48eP55133mHy5MmOY2rcuHFuv2x74q5O19cfrL4Ir1696rZhy+78+fNeLT+99fJUN3d27dpFw4YNiY+PJyYmhs6dOxMWFoafnx/Lli1j+fLlLsn9Y489xqeffsr777/P2LFjOXz4MN9++y0tWrRw9JsJ1rYAWL16dYqDnWXE9kjvNdTb60JcXBx+fn5uvwimd995u+74+HiPX17Tek5A2o6ZO++8k4ULF1K5cmXuueceihcvTr58+Thz5gwTJkxwOTbSy36sbN26la1bt3qcLy3Hir+/Pw8//DAjR47k22+/pVOnTnz11VecPHmS/v37OyW2aRUXF0fp0qW9WsaAAQN4++23KVu2LHfccQelSpVy9Ck8cuRIp20YHh7O2rVreemll1i4cCHffPMNAGXLluWFF15wDC52I9tLJLdT3q28W3m38m475d3Ku1OTvF90eyN68+bNCQgIICYmhldeeYX4+Hiv+kNPq4y6DqbluEtL3nkjTp8+jTGGQ4cOZej599hjj9G3b18++ugj+vfvz7p16/j999/p3bu3ox/y9IiLi8NmszmuaykZN24cAwcOpFixYrRt25YyZcoQHBwMWGN1JN+GAQEBLF26lBEjRvDFF1/w/PPPA9YPYP379+fFF1/E39//hraXr1EjumSIESNGEBQUxK+//kqlSpWcpn366ac3tOwCBQowatQoRo0axZ49e4iNjeWdd95hwoQJXLx4kXfffTfdy7Z/MBw9etTt9CNHjjjNl5qYmBh++eUXfv75Z5YtW0b16tUdCXKFChWIjY2lUqVKXLlyJUM/4G5UWFgYiYmJHD9+nOLFiztNO3bsGMYYt9sgrQMPpcaeyG/evJnJkyene/RqT/VKvr+v/zXcGMPRo0fdxunp+LCX2z8QM/p4AujSpQtdunTh7NmzrF692jHYSvv27dm+fbvTIFUpOXr0KOXKlUux/va62Ww2Tpw44XUdIf3Hgrfb1pP/+7//4/Tp03z44YcuX/z69evnGLE9uZYtW1KlShVmzZrFa6+9xvTp07l27ZrLQC/2/fT888+neZCUtG6PzLyGgrUdExMTOXHihMuXdk/7IKOEhYW5HQke0ndOeHvM/PLLLyxcuJB27dqxaNEix8BzYN355W7QtvSy179Hjx7MnTs3Te9N6Vh5+OGHGTVqFFOnTqVTp068//77+Pn58eCDD95QfSMiIjhy5AiJiYkpNqQfO3aMyZMnU6tWLdasWePUeHbkyBG3SXS5cuWYMWMGiYmJ/Pbbb3z//fdMnDiRJ598kkKFCnHvvffe0PYSEeXddsq7b4zyblfKu5V357S8u1q1apQoUYLY2FiOHTvGH3/84cgDY2JiGDFiBCtXrmTZsmWOspzG2+MuPXlnetmPt3r16rF+/fo0vTel4+2ee+7h2Wef5f3336d///6Opy5uZEBRsHJ3Ywx///03pUuX9jjf1atXeeWVVyhVqhSbNm1y+owxxvDGG2+4vKdIkSJMmjSJiRMnsn37dpYuXcqkSZMYPnw4+fLlY8iQITe0vXxN+m9jEknmr7/+omrVqi4fQn///Te7d+/OsPVUqFCBBx98kOXLl1OwYEEWLFiQ6nvsDSfufi0NCwvjpptuYteuXW7vhLB/GHl754H9Q+v7779n5cqVtGrVyjGtVatWLFu2jKVLlwLuH23MLrfeeivwT7zJpXUbpFfyRH7SpEmOOxYzUkpxrlu3jkuXLrmNc+PGjZw7d86lfOXKlU7Ltb93xYoVTl1GgPWhtWLFCqf5IOXjM7nQ0FDat2/Pe++9R58+fTh69Cjr1q1L8T3u6ppS/QEaNWrEyZMnHY9MZrb9+/e7vdvDXd3c+euvvwDrS09yxpgU72J59NFHOX78OPPmzWPatGkUKlTI5fHVBg0aYLPZWLNmjVex3IjMvobWrl0bSPk4yCy33norFy5ccDyGmFx6ri/eno/2Y6Njx45ODejJ572ev7+/x3MxpXO1atWqhIWFsX79eqe7RW9UmTJl6NixI9988w0//fQTS5YsoV27di5fzNOqYcOGJCQkuP2ym9zu3bsxxtCmTRuXu09TO278/PyoU6cOgwcP5pNPPgFwfGZn1vYSySuUd1uUd6ef8m7l3anVzR3l3d7J6Ly7ZcuW7Nq1iw8//BDAca1r3LgxwcHBLF261PGjYWRkZKrL8/Y8yCjeHnfpyTtTiiWlaaGhoVStWpVt27alqWua1AQHB/PAAw+wefNmYmNjmTNnDlWrViU6OvqGlmvvQub7779Pcb4TJ04QFxdHkyZNXH6kXb9+PRcvXvT4XpvNRtWqVXnyySf54YcfgH9y98zaXrmRGtElQ0RFRbFr1y6nXxkvXbrE448/fkNfkI8fP86WLVtcyk+fPk1CQgJBQUGpLqNQoULYbDYOHDjgdnrv3r25cuUKQ4YMcUrAfvvtN2bMmEF4eDhdu3b1qr5NmzYlICCAKVOmcPbsWadkPiYmhhMnTvDBBx8QEhKSaf0apkfv3r0B6xGp5I88xsXFOX7xtc+TGU6dOkWbNm3YvHkzEyZMoH///pmynvvuu4+AgADGjx/v1BfY5cuX+c9//gNAnz59XN535swZXn31Vaey7777jiVLllCjRg1Hf3HlypUjJiaGrVu3uvRt+N5777Ft2zZatWrl1LVF4cKFAdwenytWrHD7oW+/q9eb49/ulVdecXpULi4ujlGjRmGz2Zz27YABAwB48MEHOXnypMtyjhw5wrZt27xeb2quXbvGf//7X5dz78MPP6RYsWJ06NAhxffb72xatWqVU/nrr7/u9tph17t3b4KCgnj22WfZvXs3vXr1ctmeJUuW5O677+ann37izTffdPmCBtaXQPtj4zcis66hdva+ZV9++WWnx+wOHTqUoXdku2M/voYMGeIUy4EDBxg/fjwBAQFp6iPQ2/PR07GxdetWRo8e7XbZhQsX5sSJE1y6dMntNHu9rxcQEMDjjz/Ovn37GDhwoNt9tmXLFo935Kfkscce4+rVq9x1110YY274ThaAJ598EoCnn37a8fi03dWrVx3HoX0b/vTTT079UR48eJAhQ4a4LHfr1q1u7zayl9nPsczcXiJ5gfJui/Lu9FHerbxbeXfuyrvtPxiOGTOGwoULOxrp8+fPT3R0NB9++CF///2313ehp3adzmjeHndpzTsh5XM6tTgHDBjAhQsXeOSRR9x2Q7Jnzx727t3rXZDJ2J/q+fe//83Zs2czJHfv168f/v7+DB061OUHCWOM4xpbvHhxgoOD2bBhg9O5cvr0aZ566imX5e7du9dtjNfn7pB52yu3UXcukiGeeuopnnrqKW699VbuvPNOrl69yg8//IAxhtq1azsG10irQ4cOceutt1K7dm1q1apF6dKlOXnyJPPnz+fKlSsMHDgw1WUULFiQBg0asGLFCnr16kWlSpXw8/OjV69eREVFMXjwYBYtWsSHH37Itm3baN26NceOHWPOnDlcvXqVqVOnej14kH1da9aswc/Pz2nQNvuH2vHjx2nXrl2GDNCUUZo3b85TTz3FpEmTqFGjBj169MAYwxdffMHBgwcZMGAAzZs3z7T1d+/enU2bNlGlShVOnTrldjCZZ555xutHKD25+eabGTNmDM8//zy1atXi7rvvJiQkhIULF7Jjxw66dOniti/IZs2aMWXKFNatW0fjxo3Zu3cvn3/+OcHBwY5HtOymTJlC06ZNeeSRR1i4cCHVqlVj69atLFiwgGLFijFlyhSn+Vu1asXcuXPp0aMHt99+O0FBQdSuXZvOnTszYMAADh8+TNOmTSlfvjw2m41Vq1bx888/07hxY5o2bep17JUrV3bsW8Cxb5977jnq16/vmK99+/YMGzaMV155hYoVK9K+fXuioqI4efIku3btYuXKlYwaNYqqVaumZdN7VKtWLVatWkWDBg1o06YNx48fd5x77733nqP/Nk/69evH9OnT6dGjB3fffTdFihRh7dq1bNiwgY4dO7Jo0SK37ytcuDB33XWX444OT8nN//73P3bs2MHgwYP58MMPadKkCRERERw4cID169fz559/8vfff99QH7GQeddQu5iYGPr27cv06dOpWbMm3bp1IyEhgTlz5tC4cWO+/vrrG1p+Snr16sWXX37J/PnzqVWrFp06deL8+fPMmTOHU6dOMW7cOG666Savl+ft+diwYUMaNmzIZ599xt9//03jxo3Zv38/CxYsoGPHjm67EWnVqhXr16/n9ttvp1mzZuTPn5/mzZvTvHlzqlSpQmRkJJ9++imBgYGUKVMGm83GU089RXh4OCNHjmTDhg1MnDiRRYsW0bx5c4oXL86hQ4f4/fff2bx5M2vWrHG5KyQ19nNw3759lCxZks6dO6fp/e506NCBgQMHMnbsWCpVqkS3bt0cdV2yZAkDBw7kmWeeoVSpUvTo0YMvvviC+vXr07p1a44ePcrXX39N69atHXek2f3www8MGjSI6OhoKleuTJEiRdi9ezcLFiwgKCjI0XgPZNr2EskLlHc7r0t5d9oo71berbw7d+Xdya9n3bp1c+qKLyYmhh9//NFpvtSkdp3OaN4ed2nNOyHlczq1OB977DHWrl3LzJkzWb16NW3atCEyMpKjR4+yfft21q1bx8cff0z58uXTFG+1atVo1qwZK1euJDAwkAceeOCGt2HNmjV56623GDBgANWrV6dr165ERUVx5MgRVqxYQceOHXnrrbfw8/PjiSeeYNy4cY7tEB8fz7fffktUVJTLkwqbNm2ie/fuNGzYkGrVqlGyZEkOHTrEvHnz8PPz49lnn3XMm1nbK9cxkmfFxsYawAwfPtxl2vTp0w1gpk+f7jJt+PDhBjCxsbGOssTERPPOO++Y6tWrm6CgIFOyZEnz0EMPmWPHjpkWLVqY6w81T8uPiooyUVFRjv+fPn3ajBgxwjRv3tyUKlXK5M+f30RGRpr27dubb7/91utYd+zYYTp06GAiIiKMzWZzqf+5c+fMsGHDTOXKlU3+/PlNRESEuf32283KlSu9Xofdf//7XwOYevXquUyrXLmyAczo0aNdpu3Zs8cApnfv3k7l7rafXe/evQ1g9uzZ41Xdrt++15s2bZpp0KCBKVCggClQoIBp0KCBmTZtmst8KR076REVFWWAFF8ZFaMxxsyfP9+0aNHChIaGmsDAQFOzZk0zbtw4c+XKFaf5ku+TLVu2mA4dOpiwsDATEhJi2rRpY9avX+92+Xv37jV9+/Y1pUqVMgEBAaZUqVKmb9++Zu/evS7zXrlyxQwePNiUK1fOBAQEOB0Dn376qbn77rvNzTffbAoUKGDCw8NN7dq1zZgxY8zZs2e92h724+fixYtm8ODBpmzZsiZ//vzmlltuMRMnTjSJiYlu3/fDDz+Yzp07m2LFipl8+fKZkiVLmiZNmphXXnnF7N+/3zFfSteK1ACmRYsW5sCBA+aee+4xhQsXNkFBQaZJkybm+++/d5nf3bXHGOt4jI6ONqGhoSYiIsJ06NDB/Prrrx7nt/vxxx8NYBo3bpxiPS9cuGDeeOMNU69ePRMSEmKCg4NNhQoVTNeuXc2sWbOcjpuUzteUpPUamlJsnvbJ1atXzejRo81NN91k8ufPb2666Sbz2muvmV27drm99niS0nXHU72uXLlixo4da2rWrGkCAwNNaGioadGihZk/f75X6zQmfefjsWPHzIMPPmgiIyNNUFCQqVmzppk8ebLZvXu325jPnj1rHnnkEVOqVCnj7+/vcp1bu3at49rh7tp09epV8+6775ro6GgTFhZmAgMDTbly5Uz79u3NlClTzLlz57zajtcbOnSoAcwLL7zg9fbyxhdffGFiYmJMeHi4CQwMNOXLlze9evUyW7Zsccxz9uxZ8/zzz5vy5cubwMBAU6lSJfPKK6+Yy5cvO85huz/++MM8/fTT5tZbbzVFihQxgYGB5qabbjK9e/c2W7dudVl/WraXSG6nvPuf+ivvtijvVt5tp7z7H8q73StdurQBzKRJk5zKf/rpJ8d5+/fff7u8z1PdU7pOpydeT9J63KUl7zQm5XM6tTjt5syZY9q0aWMKFSpk8uXLZ0qXLm1atmxpxo0bZ44fP57qtnTn/fffN4Dp2bOnV9vJW7GxsaZTp06mcOHCJn/+/KZMmTKmR48eZvXq1Y55Ll++bF599VVTqVIlR279/PPPm7Nnz7pcsw8cOGBeeOEF07hxY1O8eHGTP39+U65cOdO9e3ezZs0at3Xwdnv5Kpsxbp6TERERn9CyZUuWL1/u9pHI7Gaz2WjRooXbvjKzwtixYxk0aBAffPDBDQ/UKJKZOnXqxDfffMPOnTupWLFidldHRERE3FDe7ZnybslL+vfvz+TJk1myZIlTV2OS+6lPdBERyXMuXbrE22+/TaFChejZs2d2V0fEoz/++INvvvmGf/3rX2pAFxERkVxHebfkJcePH2fmzJnccsstXnexI7mH+kQXEZE8Y9WqVSxfvpzvvvuOffv2MXr06BvuV1EkM3z88cfs2LGDWbNmATB8+PBsrpGIiIiI95R3S16yaNEiNmzYwNy5czl37hwjRozAZrNld7Ukg6kRXURE8owff/yRkSNHUrRoUZ599lmvBkkTyQ7vvfceK1euJCoqig8++IDbbrstu6skIiIi4jXl3ZKXfP7558ycOZPIyEhee+01PXXho9QnuoiIiIiIiIiIiIiIB+oTXURERERERERERETEAzWii4iIiIiIiIiIiIh4oD7RPUhMTOTw4cOEhoZqMAARERERyVD2HhXDwsKUa6ZCebmIiIiIZBZjDGfPniUyMhI/P8/3m6sR3YPDhw9TtmzZ7K6GiIiIiPiwuLg4wsLCsrsaOZrychERERHJbAcOHKBMmTIep6sR3YPQ0FDA2oD6YiMiIiIiGSk+Pl4Nw15SXi4iIiIimcWel9tzTk/UiO6B/VHRsLAwJesiIiIiItlEebmIiIiIZLbUug3UwKIiIiIiIiIiIiIiIh6oEV1ERERERERERERExAM1oouIiIiIiIiIiIiIeKBGdBERERERERERERERD9SILiIiIiIiIiIiIiLigRrRRUREREREREREREQ8UCO6iIiIiIiIiIiIiIgHakQXEREREREREREREfFAjegiIiIiIiIiIiIiIh6oEV1ERERERERERERExAM1oouIiIiIiIiIiIiIeKBGdBERERERERERERERD9SILiIiIiIiIiIiIiLigRrRRUREREREREREREQ8UCO6iIiIiIiIiIiIiIgHakQXEREREREREREREfEgxzWir1ixgs6dOxMZGYnNZmPevHlO040xvPTSS5QqVYrg4GDatGnDn3/+6TTPqVOnuP/++wkLCyMiIoKHHnqIc+fOZWEUIiIiIiK5n3JzEREREZEc2Ih+/vx5ateuzeTJk91Of+ONN5g4cSLvvPMO69atIyQkhHbt2nHp0iXHPPfffz9bt27lhx9+4Ouvv2bFihU8+uijWRWCiIiIiIhPUG4uIiIiIgI2Y4zJ7kp4YrPZ+Oqrr+jatStg3ekSGRnJ888/z8CBAwGIi4ujRIkSzJgxg549e7Jt2zaqVavGL7/8Qv369QFYvHgxHTp04ODBg0RGRnq17vj4eMLDw4mLiyMsLCxT4hMRERGRvCk35prZlZvnxm0lIiIiIrmDt7lmjrsTPSV79uzhyJEjtGnTxlEWHh5Oo0aNWLNmDQBr1qwhIiLCkaQDtGnTBj8/P9atW+dx2QkJCcTHxzu9RERERETEvczKzZWXi4iIiEhOE5DdFUiLI0eOAFCiRAmn8hIlSjimHTlyhOLFiztNDwgIoHDhwo553Bk9ejQjR47M4Bqnj82W3TVInbfPL/hSLOBb8SiWrOdL8eTFWMC34lEsWUvHWc6Vc5/JzPkyKzdXXp52efGc9KVYwLfiUSxZS8dZzuVLsYBvxZMXYwHfiyer5ao70TPTkCFDiIuLc7wOHDiQ3VUSEREREclzlJeLiIiISE6TqxrRS5YsCcDRo0edyo8ePeqYVrJkSY4dO+Y0/erVq5w6dcoxjzuBgYGEhYU5vURERERExL3Mys2Vl4uIiIhITpOrGtErVKhAyZIlWbJkiaMsPj6edevW0aRJEwCaNGnCmTNn+PXXXx3zLF26lMTERBo1apTldRYRERER8UXKzUVEREQkr8hxfaKfO3eOXbt2Of6/Z88eNm3aROHChSlXrhzPPPMMo0aNolKlSlSoUIFhw4YRGRlJ165dAahatSrt27fnkUce4Z133uHKlSv079+fnj17EhkZmU1RiYiIiIjkPsrNRURERERyYCP6+vXriYmJcfz/ueeeA6B3797MmDGDwYMHc/78eR599FHOnDlD06ZNWbx4MUFBQY73zJ49m/79+9O6dWv8/Pzo0aMHEydOzPJYRERERERyM+XmIiIiIiJgMyYnj3uafeLj4wkPDycuLi7L+2H0pdFyfSkW8K14FEvW86V48mIs4FvxKJaspeMs58quTDg7c83cRnl56vLiOelLsYBvxaNYspaOs5zLl2IB34onL8YCvhdPRvE218xVfaKLiIiIiIiIiIiIiGQlNaKLiIiIiIiIiIiIiHigRnQREREREREREREREQ/UiC4iIiIiIiIiIiIi4oEa0UVEREREREREREREPFAjuoiIiIiIiIiIiIiIB2pEFxERERERERERERHxQI3oIiIiIiIiIiIiIiIeqBFdRERERERERERERMQDNaKLiIiIiIiIiIiIiHigRnQREREREREREREREQ/UiC4iIiIiIiIiIiIi4oEa0UVEREREREREREREPFAjuoiIiIiIiIiIiIiIB2pEFxERERERERERERHxQI3oIiIiIiIiIiIiIiIeqBFdRERERERERERERMQDNaKLiIiIiIiIiIiIiHigRnQREREREREREREREQ/UiC4iIiIiIiIiIiIi4oEa0UVEREREREREREREPFAjuoiIiIiIiIiIiIiIB2pEFxERERERERERERHxQI3oIiIiIiIiIiIiIiIeqBFdRERERERERERERMQDNaKLiIiIiIiIiIiIiHigRnQREREREREREREREQ/UiC4iIiIiIiIiIiIi4oEa0UVEREREREREREREPFAjuoiIiIiIiIiIiIiIB2pEFxERERERERERERHxQI3oIiIiIiIiIiIiIiIeqBFdRERERERERERERMQDNaKLiIiIiIiIiIiIiHigRnQREREREREREREREQ/UiC4iIiIiIiIiIiIi4oEa0UVEREREREREREREPFAjuoiIiIiIiIiIiIiIB2pEFxERERERERERERHxQI3oIiIiIiIiIiIiIiIeqBFdRERERERERERERMQDNaKLiIiIiIiIiIiIiHigRnQREREREREREREREQ/UiC4iIiIiIiIiIiIi4oEa0UVEREREREREREREPFAjuoiIiIiIiIiIiIiIB2pEFxERERERERERERHxQI3oIiIiIiIiIiIiIiIeqBFdRERERERERERERMQDNaKLiIiIiIiIiIiIiHigRnQREREREREREREREQ/UiC4iIiIiIiIiIiIi4oEa0UVEREREREREREREPFAjuoiIiIiIiIiIiIiIB2pEFxERERERERERERHxQI3oIiIiIiIiIiIiIiIeqBFdRERERERERERERMQDNaKLiIiIiIiIiIiIiHigRnQREREREREREREREQ/UiC4iIiIiIiIiIiIi4oEa0UVEREREREREREREPFAjuoiIiIiIiIiIiIiIB2pEFxERERERERERERHxQI3oIiIiIiIiIiIiIiIeqBFdRERERERERERERMQDNaKLiIiIiIiIiIiIiHigRnQREREREREREREREQ/UiC4iIiIiIiIiIiIi4oEa0UVEREREREREREREPFAjuoiIiIiIiIiIiIiIB2pEFxERERERERERERHxQI3oIiIiIiIiIiIiIiIeqBFdRERERERERERERMQDNaKLiIiIiIiIiIiIiHigRnQREREREREREREREQ/UiC4iIiIiIiIiIiIi4oEa0UVERERERFK0A7gfqAqEAwWAKsBzwN9u5v8cuA0IAUKBZsA3aVjf38CLQHugGGAD+qSv6m75WjwiIiIimUuN6CIiIiIiIik6iNUQ3A0YDbwF/At4D6gHHEs27xjgbuAS8AowEjgPdAJme7m+HcBrwB9AgxuuvStfi0dEREQkcwVkdwVERERERERyttZJr+s1x2pgngEMBo4CLwE1gHVAvqT5ngLqJv3tDISlsj57Q3Yx4ETS34zka/GIiIiIZC7diS4iIiIiIpIuUUl/Tyf9/Qm4jNVVSr5k8+UD7kuab74Xyw0lexqafS0eERERkYyhRnQRERERERGvXMK6k/og8D3wWFJ5h6S/CUl/C7h5r71sbabVLu18LR4RERGRzJHrGtGvXbvGsGHDqFChAsHBwdx888288sorGGMc8xhjeOmllyhVqhTBwcG0adOGP//8MxtrLSIiIiLie/Jebv4+1h3VZYF2wBngI6yBNgGqJ/1d6ua9sUl/D2Ri/dLK1+IRERERyRy5rhF9zJgxTJkyhbfffptt27YxZswY3njjDSZNmuSY54033mDixIm88847rFu3jpCQENq1a8elS5eyseYiIiIiIr4l7+XmXYEfgK+w+gqPwLqT264m1gCd87H6FN+W9PoP8G3SPBeypqpe6YpvxSMiIiKSOXLdwKI//fQTXbp0oWPHjgCUL1+eTz75hJ9//hmw7nR56623GDp0KF26dAFg1qxZlChRgnnz5tGzZ89sq7uIiIiIiC/Je7l5maQXWA3QPYAGWA3JQ5LK5wAPA2OBN5PKygOTgUdIfRDOrORr8YiIiIhkjlx3J/ptt93GkiVL2LlzJwCbN29m1apV3H777QDs2bOHI0eO0KZNG8d7wsPDadSoEWvWrMmWOouIiIiI+CLl5rWAW4H/JSsrBHwB/A2sADYAfwGRSdOrZGUF08jX4hERERHJGLnuTvQXXniB+Ph4qlSpgr+/P9euXePVV1/l/vvvB+DIkSMAlChRwul9JUqUcExzJyEhgYSEBMf/4+PjM6H2IiIiIiK+IzNy89yXl18ETrkpL5H0svsm6W8HN/PmJL4Wj4iIiMiNy3V3on/22WfMnj2bjz/+mA0bNjBz5kzGjh3LzJkzb2i5o0ePJjw83PEqW7ZsBtVYRCSjXABuAmxA/+umjQNaAqWAwKS/MVh9nKbFfuAxoCIQDJQGOmPdeSYiIuIsM3LznJmXe7oZJxbYAjRO5f3rsQbxbAE0TVZ+BdiO9fmblXwtHskdlMuK5G26BuRc2jfeyHV3og8aNIgXXnjB0X9izZo12bdvH6NHj6Z3796ULFkSgKNHj1KqVCnH+44ePUqdOnU8LnfIkCE899xzjv/Hx8fnkIRdRMTuJeC4h2k/Y/VP2gEoinUH2edAd+BlYJgXyz8M1AOuYn24VUoqm4r1IbkA6Jju2ouIiO/JjNw8Z+blj2N1Z9IKiAIuAb8CnwKhWF8w7YYBfwINgXCs7k+mY31Z/PC65R4CqmI1Ri+7btqopL/2gTt/S1bWPOmleCQ3US4rkrfpGpBzad94I9c1ol+4cAE/P+cb6P39/UlMTASgQoUKlCxZkiVLljgS8/j4eNatW8fjjz/ucbmBgYEEBgZmWr1FRG7MBuAt4A3geTfT57gpewbrg+oN4L+AfyrrmAmcAOYBXZKV34v1ITeV3PDBJiIiWSczcvOcmZffC8zCajQ+jnWnVhTWF8FBQLlk89YFlgDfYzUYlwOewhqoMyIN67z+S+nGpBfAcG6s0dnX4pGcT7msSN6ma0DOpX3jrVzXiN65c2deffVVypUrR/Xq1dm4cSPjx4/nwQcfBMBms/HMM88watQoKlWqRIUKFRg2bBiRkZF07do1eysvIpIu14BHgPZYv/a6+2BzJwDrLrHfsR6vTu2Dzd7nbOR15SWxev8K8XK9IiKSV+Sd3PzupJc3uiW9vFEeMB6meSrPCL4Wj+RsymVF8jZdA3Iu7Zs0MblMfHy8efrpp025cuVMUFCQuemmm8yLL75oEhISHPMkJiaaYcOGmRIlSpjAwEDTunVrs2PHjjStJy4uzgAmLi4uo0NIFeT8V16Mxdfiye565rVYbiyeNw0UMLAn6YWBJz2s56SBYwb+MDDSgM1AKy/ruDRp2fUNxBo4aOBnA50MhBn41Sf3TVp4Xs55AxU87JvhSeXuXm96Wc+vDXQ2EGUg2ECEgVsN/J+Bixl0nOW8V16MRcdZzt43GSk7c82MlBW5ufLyjDuOs7ueiiVvxOP6XuWyOWG/pByPcozs3DfZXc/Mj0fXgJywX3xt32Qkb3PNXHcnemhoKG+99RZvvfWWx3lsNhsvv/wyL7/8ctZVTEQkU+zBesT5Jay7u/amMn9l4GTSvwOAHsD/vFxXDDA5aV0xycorAWux+jgV91LqQ87u/7D6kEuunpfL/x3r1/2HsAZyuQisBJ4FFmE9Ym/ztrKSa+k4k5xHubmIpEy5bO6gHEMyi64BOZf2TVrlukZ0EZG8pR/WKNnPpTZjki+xBgc7hDXYx0XgLFDMy/cXA+oDbbA+JHcCb2L1T7YcyO6B3XKi1PqQs+uKlZykxwtuyp4CnsRKXH7BGvBNfJeOMxERyY2Uy+Z8yjEkM+kakHNp36SVGtFFRHKsj4AfgBVAPi/fk3xQrr5YA3VEA38AhVJ571TgCaxBvmokK2+HNajYkKQ6yT/S2odcPFCAjPv4jUr6ezqDlueLLmAdz3uwvqi97WaeRVh3V/0KJABlgLYe5nVnKfAa1hfAK0A1YADwwI1UPBkdZyIikhspl835lGNIZtI1IOfSvkkPv+yugIiIuJOA9YtwB6zBNnYlvfYlTY9L+v+ZVJbTGziC9atxakYDVXD+UAOomVS+3Itl5DX/B2zHu8bWWkA4EATcBnybjvWdxRrVfDfwITAGKAI0Ssey8orUHk8eCXTC+jI4EpgI9AQOern8T7DuptiDlfyNAUKxzr3X0ldlFzrOREQkt1Eumzsox5DMomtAzqV9k15qRBcRyZEuYjX8LcLqJ8z+apk0/aOk/7/vxXIATnmxzkNYd6O4czXpJf+4vg85TyKAR4FJwHysBGIf1mNrM9K4zr5Yj8HdjHWXcyXgu6R1iCv748kjPUz/ERgBvAwsxrp7/OGk/8/zYvlXkt5THOsu9hewHk1einVH1wisL4k3QseZiIjkRsplcz7lGJKZdA3IubRv0kvduYiI5EghWP2MXe841mNQ7bEG5qkFnAcMUPC6ea9hDd4B0DhZ+RXgL6xHMcslK68G/IY1sEfy+ddg9VfWMR1x+DJv+5B7xk3Zg1i/wj8L3InrvvNkeNJ6jwOxWPvrZIrvyLu8eTz5NawG8CFJ/z+HdV54e4/BFqy7qR7D+cufDeuL4WJgNjAsbVV3ouNMRERyI+WyOZ9yDMlMugbkXNo36aVGdBGRHCkfVkJ6vb1Jf29ONn0T0CLp/7cAhbF+6f0E2IH1mFWzZMs4hDX6dQtgWbLyEViNjf/CSm4rAX8CU4D8WEmvWNLTh1xyRbC28QjgJ6z+t71RM+kFVh907wK3J9UjOh318GX2x5O/8DD9PNZ26wB8gHX3+WEgGLgDmACUSGUdCUl/C7iZZi9b632VXeg4ExGR3Eq5bM6mHEMyW164BqQ29tIarCc3NmD9WBQJtMK6geemdKzvW6zvLmCNxVQ/HcuAvLFvMoca0UVEcr0yQC9gJfAVVl+D4cCtWHfA3uflcrpgJdNvAtOw+kIrhDXYxzCgTkZWOhdz14ccWAkD/NOHXFFSfjS1fNLfEzdQl39j3S3wDvrikdz1jyfvdTPPLqw7KNYC32N1xVIb6zyagHWnxHrcN5Db3QL4YyWIBusOdLvYpL8H0hWBjjMREck7lMtmLeUYktPk1mtASmMvLca6u/pmoD/W+bQVeA/rJp/fgdJpWNd54HGsO8LPpbO+6ZFb903mUCO6iEiuUh6rsS65ong3GFBKy7BrlfQSz5L3IbfIzfSPkl5vAgNTWM6fSX9Tu9s5JZeBRLzrhy4v8ebx5LNJf49jjRb/cNL/uwFhWP2oz8RKVj0phPU481SgT9L6QrAG15maNM+FNNfeouNMRER8UXmUy2Y35RiSncrjG9cA+9hLb+C+28j/w7rZ5ies+OyqY3U5+Tnuu0ryZChWv+GPAuPTXFvvlMc39k3mUSO6iIhImqSlD7mrWHcNhF837wGsR9eKALclK/fUh9wRrDuFrjcx6W9jN9PyKm8fTw5O+uuHdXdFcr2xGtGXkXIjOlj7wIZ1R8WspLJiWAPx3IfVIJ8eOs5EREQkMyjHELkx3oy9FA8EYd10k1xk0t+QNKxvPdbAvp9ijckk2UWN6DmezUN5CK6PcOwA/gMsx/pFty5WI0BafunJiGVI7qPjTLKCrxxnaelD7gxQAeiK1TdcoaR6vY8V8yf805gLnvuQqwE0TYqhNNZjsz8AS7D6lXwm/eH4lLQ8nlwmqawQEHjdckol/T3txTqDsPrzfB34A6tPv9rJ1l0lTRH8Q8eZiIhIzqJcNufmGL6yb+x8LR5fk9rYS2B1U7IW6+acQVjfP7ZgNbhXBXp6ua6rWA32bbHOSzWiZyc1oucKzbAe2Uju+rvr/sL6BTgAGIz1S/FUrBP3W6CNF+vJiGVI7qXjTLJCXjvOgoEewDpgHlbSWzRp/YOBhl4u52msfrsnYz3uGozVH/drwADSdieDL0vr48nlsO6kuoBz3+cHk/4WT8O6C+Hcl+c3SX87uJk3o+k4ExERyRrKZXNujuFr+8bX4vEV3oy9BNbgocewnladnay8A9aPT6Ferm8c1o8cX6a9qpLhbMYYT53V5Gnx8fGEh4cTFxdHWFh6H8VOH5vTj442rF+uZqTyrruxfgX7lX865D+H1d9SENavZJ5+zUz7Mrw9amyprTIHSMsZ4Evx6DjLer4UT148zsCX903OlPZYrgDz3czh7vHkylh9C76K1a/gs8nmfz6pbDb/DJZzAdiP9cWiFCnbg/WlsjDWAKWBOs5ysOzKhLMz18xtck5ennPlxXPSl2IB34rHd2NRLpsV8uK+cd0vvhZPzpP+WNoBh7H6RM+H1YheAXgS577DrwJjgDVYYy4VBlZjdcvSGus7S0pdT4L1A0dNrIE3hySVjcB6SuAXoH6aYnEfT86THbm5t7mmXxbWSW7IZTyPwHseWAC0xHlE24JYA6XtxDrBUpIRy5DcT8eZZAUdZzmPzcOr4HXz/Yx1t1B00jQbqSf3nqzBGqW9KFaCXgG4F+v4SC/748nXv25Pmm5/PLly0v8HY3W3MhCr7/N3gH9jNaC3Au5JtuyfsR69HIKzd4HOWIMKTUtaZt2kaZ/j2lWMiIiI5G7KZXMuX9s3vhZPbmcfe2kKqTeA9wE+wPo+8BBWQ/pYYALWHf4zvVhfP6zvSCkN8CtZSY3oucJcrMfMQ7EeLX8Kq19Xu9+w+oFt4ua99gE6UrvwZcQyJHfTcSZZQcdZztUM+PC61wfXzfMN1mO4Z7D6/U6v6Vj9Yh7HapSeDDwInMS6ayOrhAErsR6VnY/1A8FPwH+xuoPx92IZ1bC+3LyJ1RA/B+vHgM1Yd7yLiIiI71Aum3P52r7xtXhyO3djL+0C9iVNt4+9dAbr6dXZQEecxwwAuCvp7/JU1vcV8CNWA/q+ZOs7lTT9YNL/E9MTjKST+kTP8RpinWQVsUb3/QbrEZHlWF/0C2I9SgLWAB3Xs5cdcjMtuYxYhuReOs4kK+g4y9luwroLOyWPYw2ME4KV2P+UjvX8gXVXRV+s/haz4pnC8oCn5wKLYt1NMiWVZbT0sIxmQGx6KyYiIiK5hnLZnMvX9o2vxeML0jL2kn2cpGtu5rt63V9P7I3zD3qY3i3p73Gs7zOSFdSInuOtu+7/D2Dd2fYi1mMgL2L10wruHxkPSvp7wc205DJiGZJ76TiTrKDjLOe7nPS6vhsXuxIZsI6xWI3Rb2A1oJ/H2ldKSURERCQnUy6bc/navvG1eHxBCFbXLNdzN/ZSUawnWudhDZ4bkWz+GUl/GyQrczf2UiegjJv1fZZUjzFYN0FpXJ2spO5ccqVBQH7++fWrQNLfBDfzXrpuHk8yYhmp8bbP3XFYd/yVwrqYlwJisB5n8dbfWB8s7YFiSevpk+6au+dr8Vwvtx5nkrvoOMs5UntkNKN8i9UP+XKsu2sKJq23A/BnJqxPRER8n6/l5b4Wjy9TLptz+dq+8bV4cpu0jL1UGHgG6/p6K1ZD+jtAL6yuLG/G6nPezt3YSxU9rK9a0vRWSf/Pn2ERSup021eulA+IBE4k/T8y6a+7x2zsZe4ez0kuI5bhjWZYfc8md/2ADD9jPXrfAesXvFNYv7R1B17GGpk4NTuwLlRlsX7h+zbdNU6Zr8WTXG4+ziT30HGWM3jzyGhGiAOOYN3tfjfQH2iO1R/jaKx+0jdj9TMoIiKSFr6Wl/taPL5KuWzO5Wv7xtfi8XVvArcA72NdYxOwtuXjwAh0B3nupEb0XOkS1iAC9oEeamLdebDGzbxrk/7WT2WZGbEMb3jT5+4cN2XPAPWwHv//L6kP9lYPOIZ1N8WJpL+ZwdfiSS43H2eSe+g4yxm8eWQ0I5xN+nsqaZmjkv7fDYjC6if9/7AeTxQREUkLX8vLfS0eX6VcNufytX3ja/H4ivK4HzfJBjyS9EpNSw/LcGdE0kuyg7pzydFOeigfhjUIQeek/xdM+vcyrDv47M5h/epVCesuQ7s4YDv//IKZnmXciMtJy02LAKxf7c4DV7yYP5SsSwBzezy+epxJzqLjLPe5/pHRjJB8dPo+1027H+uL/rIMXJ+IiOQtuT0vv56vxZObKZfNuXxt3/haPCK+Q3ei52ijsH79iwHKYV3IvgFigUZY/dXajQaWAG2BZ7EeDZmK9QjOIqxfwey+wrrbbzjOv2ClZRnpNRdrxOJrWMnaPUlxhruZ91TSfCewHktcjLUtgtzMm118IR5fPM4k59Fxlvtc/8hoRiiM1a/iBVy7bMmH9Sj66Qxcn4iI5B2+kJcn52vx5HbKZXMuX9s3vhaPiO9QI3qO1hL4A5iJ9WukP9Yvga8Cz+GcFFUEVgMvAK9j3bVQFyuBauPl+jJiGSlJa5+7lfnnV9gAoAfwvwyoR0bxlXha4lvHmeRMLdFxlttc/8hoRrBhPRK6ImnZVZJNS8Aa3b5iBq5PRETyBl/Jy+18LR5f0BLlsjlVS3xr37TEt+IR8R02Y4y3He/kKfHx8YSHhxMXF0dYWNZ2+G/LBT/0eXvUpB7La/zTL+71fe6uwGrEOYR1R4UfMBGrf8C0sPft1xuY4TI1LWeAL8WTt46znMGX4smLsYBvxfNPLCeBIm7mGASMxeqffLCb6XOxvuBPx7VrFrDuNt+PdcdcqWTl72P1DTgAq791u0lJZa9i9eGq4ywny6v7JiNlZ66Z2ygvT11ePCd9KS8H34onbx1n2U85Rs7lS7GAb8WTF2MB34sno3iba6oR3QMl6ynLuAvOFaw7Keph3VWRknux+ur6AyjkXQWArE1uc088ees4yxl8KZ68GAv4Vjz/xPIsKT8yGss/fZnvAz5M+vdW4FOgO3BrUlkvrAFCwbq+xeB6rbqWVL4SuA9oBvwOvIt1Z/pa7HfY6TjLufLqvslIakT3nvLy1OXFc9KX8nLwrXjy1nGW/ZRj5Fy+FAv4Vjx5MRbwvXgyire5pgYWlWyWlj53ewNHgC8ztUY3xtfiERHf1xKr78OZwDNY/SSewrojfBnOg4HuwRrUaBhWAzpY1zB72R4v1ucPfAv8B+vR0QHAPKAfVsP69Y+oi4iIpIev5eW+Fo+IiEjuoj7RJZulpc/di0l/T2VedW6Yr8UjIr6vS9LLGy0Bb28NSGneEKw+F1/3clkiIiJp5Wt5ua/FIyIikrvoTnTJIic9lA8DrgKdk/5/HqsrgetdAyYn/Tt54ngF2I7V725W8rV4RERERERyI1/Ly30tHhEREd+gO9Eli4wi5T53n0qa70+gBXAncAtQGGuAnE+AHViPJjZLttxDQNWk9yxzs06wBrcD+C1ZWfOkl+LxPZ46+QrB+YtGap2BuRu0yZ39WN1eLMHaf4WxRjMfhPaJiEhyuj6LSGbwtbzc1+IRERHxDWpElyzSEmtgm5lYd1f4A5Wwvtw+BwQlzVcGa2C6lcBXwFkgHGvQumFYg9B5a9h1/9+Y9AKrz98bSQZb4lvx+JpmwKPXleW77v8f4t4I4C/+ucsnJYexBne6CjyGdQwcBqZiffFZAHT0qsYiInmDrs8iktFa4lt5eUt8Kx4RERHfYDMmO8Y9zfm8HZk1M/jSaLm+FAv4Vjy+G4sN686bGelY40EgCutOxV+8mH808F+sQRGT9ym9C+vLTpekaRbtm5xJ14CcKy/GAr4VT264PmdXJpyRuWZsbCxLlixh9erVHDx4kBMnTlCgQAGKFStGzZo1adGiBZ06daJkyZIZVPuspbw8dXnxeulLsYBvxaNYspaOs5zLl2IB34onL8YCvhdPRvE219Sd6CLioy4nvQqm4T3TgUTgYS/nj0/6G3ldeUmsISdC0rBuEZG8QtfnjHD+/HkmTpzI1KlT2bdvH/b7YoKCgihcuDAXL15ky5Yt/Pbbb8yePZt8+fLRuXNnnn32WaKjo7O59iIiIiIiuYsGFhURHzQXKACEAsWx+o6MS+U9BquRJgS418v1tE36+wRW35KHsO6QvBercej5tFRaRCQP0PU5I7zzzjtUrFiRF198kbCwMF555RWWLFlCXFwcFy5c4ODBg5w8eZIrV66wfft2Zs6cyd133833339P8+bN6d69O3v27MnuMEREREREcg115+KBHhtNmR59ybny4r5xjqURcBdQEetOxG+AOUBN4Cc83/m4BGgD9MFqrPHW/4CXsPqstKsEzMcavOkf2jc5k64BOVdejAV8K57ccH3Ojd255MuXj3vvvZfBgwdTo0YNr9938eJFZs+ezejRo+nduzcvvfRSWqudLZSXpy4vXi99KRbwrXgUS9bScZZz+VIs4Fvx5MVYwPfiySjqzkVE8qh11/3/AaAW8CIwIemvO+8n/X0ojesrBtTHauCpDOwE3sQasG45UDaNyxMR8VW6PmeUrVu3Urly5TS/Lzg4mIcffpi+ffuyf//+TKiZiIiIiIhvSved6Lt372bp0qUpDmDUvHlz8ufPn9F1zhK64yVl+tUu58qL+yb1WK5g3eFYD+tux+udwuo3twKwzev6wVSsrgI2AsnvBPwda/C7e4CPHKXaNzmTrgE5V16MBXwrntxwfc6Nd6LnNcrLU5cXr5e+FAv4VjyKJWvpOMu5fCkW8K148mIs4HvxZJRMuRPdGMOnn37KO++8w6pVqxxl11uwYAGvvfYahQoVok+fPjz55JNUqFAhjSGIiGSUfFiNMCc8TJ8NJJD2uxxHA1VwbqABq2uCKlh3OoqIiGe6PouIiIiISM7n9cCiixcvpnbt2tx///1s27aNhx56iPfff5/Nmzdz5MgRLl++TFxcHHv27GHx4sWMGDGCqlWr8n//939UrVqV5557jtOnT2dmLCIiHlwCDgIlPEz/AKsh54E0LvcQcM3DtKtJLxER8UzX58zwyy+/cP/991OvXj3q16/PAw88wIYNG7K7WiIiIiIiuZbXjegdOnQgIiKCBQsWcPjwYd577z369u1LzZo1KV68OAEBAYSGhhIVFUXbtm0ZNmwYK1euZPfu3QwcOJBp06YxadKkzIxFRPK8kx7Kh2E1mHR2M209sDlpWnEP778CbAeu7z+2GrADWHtd+RqsvncbpF5lEZE8QdfnrDJr1iwaNWrE+vXrqVixImXKlGHRokU0bNiQTz/9NLurJyIiIiKSK3ndJ/qSJUto3bp1uld05swZ9uzZw6233pruZWQl9b2YMvUflXPlxX3zTyzPYjWYxADlgHPAN0As0Cjpb/B1734ceCdpvts9rGEvVn+8LYBlycrnA92BAkA/oBLwJzAF6w7IVVj9/KY3npwrL8YCvhWPYslaOs5y7vXZ1/pEL1++PN27d2f8+PGOsrNnz9KsWTPOnTvHrl27MmxdWUV5eery4vXSl2IB34pHsWQtHWc5ly/FAr4VT16MBXwvnoziba7p9Z3oN9KADhAREZFrGtBFJLdqCYQBM4FngOFYg9K9itW4cn0DzUXgE6As0C4d6+sC/AA0BaZhDWI3I2lZa0jegC4ikre1RNfnjNWvXz/OnTvnUn7o0CE6derkVBYaGkpMTAyHDh3KquqJiIiIiPgUr+9Ez2t0x0vK9KtdzpUX901uiAV8K568GAv4VjyKJWvpOMu5cuud6BUrVuTSpUtMnjyZLl26OMrr169PkSJFmDFjBqVKlQJgzZo1dOvWjQoVKrBmzZoMiyGrKC9PXV48J30pFvCteBRL1tJxlnP5UizgW/HkxVjA9+LJKN7mmgEZtcKDBw8yZcoUtm/fjs1mo1q1avTr14/IyMiMWoWIiIiIiABbtmzhpZde4q677qJLly68/fbblChRgsmTJ9OpUyfKli1L0aJFSUhIID4+nqJFi/L2229nd7VFRERERHKlDLkTffHixXTr1o3AwEBuueUWEhIS2Lp1K/nz52fBggU33BVMdtAdLynTr3Y5V17cN7khFvCtePJiLOBb8SiWrKXjLOfKrXei223cuJGHHnqIvXv38sYbb/Dwww9z7tw5PvroI3bu3AlA1apVue+++wgJCcmo6mcp5eWpy4vnpC/FAr4Vj2LJWjrOci5figV8K568GAv4XjwZxdtcM0Ma0atWrUrdunX54IMPCAoKAmDfvn20bt2akJAQNm/efKOryHJK1lOmC07OlRf3TW6IBXwrnrwYC/hWPIola+k4y7lyeyM6QGJiImPHjmXkyJE0bNiQqVOnUrFixQyqafZTXp66vHhO+lIs4FvxKJaspeMs5/KlWMC34smLsYDvxZNRMnxgUYDXX3+dxMREl/Jdu3bx8MMPOxrQAaKiorjjjjvYsWNHWlYhIiIiIiJp4Ofnx+DBg/ntt9/w9/enVq1ajB49mmvXrmV31UREREREfEKaGtHffPNN6tevz4YNG5zKK1WqxAcffEBCQoKj7MCBAyxYsIDKlStnTE1FRERERMSjm2++mR9//JG3336bsWPHUq9ePdavX5/d1RIRERERyfXS1Ij+xx9/ULFiRRo3bsygQYO4ePEiAGPHjmXu3LmULFmSxo0bc+utt3LzzTdz6NAhxo4dmykVFxERERHJq4wxvPXWW1SrVo2CBQtSrVo1JkyYgDGGBx98kD/++IPKlSvTpEkTnnvuOS5cuJDdVRYRERERybXS1IheokQJPvvsM7744gvmzJlDjRo1+PHHH+nQoQM7duzgscceIzIykgoVKjBo0CB27txJ27ZtM6vuIiIiIiJ50pgxY3juueeIjIykf//+lC5dmueee4433ngD+Cdv//LLL5k7dy7Vq1fn+++/z+Zai4iIiIjkTukeWPTs2bP85z//4b333uPf//43//d//0ehQoUyun7ZRgMYpUyDMORceXHf5IZYwLfiyYuxgG/Fo1iylo6znCu3DixasWJFbrnlFhYtWuQo69ixIzt27GDXrl1O8ybP269evXrDdc9qystTlxfPSV+KBXwrHsWStXSc5Vy+FAv4Vjx5MRbwvXgySqYMLJpcaGgo//vf/1i+fDm//PILVapU4ZNPPknv4kRERERExEsnTpygatWqTmVVqlThxIkTLvPa8/YVK1ZkVfVERERERHxKuhvR7aKjo9m0aROPPfYYffr0oVOnThw4cCAj6iYiIiIiIm7Ur1+fjz76iLVr13L58mXWrVvHxx9/TIMGDTy+57bbbsvCGoqIiIiI+I40N6LPmzePDh06UKNGDTp06MD8+fPJly8fL7/8Mhs2bODkyZNUr16diRMnZkZ9RURERETyvEmTJuHn50d0dDTBwcHcdttt2Gw2JkyYkN1VExERERHxOWlqRP/ggw/o0aMHu3fvpkaNGuzZs4fu3bszffp0AKpXr85PP/3EqFGjGDp0KE2aNGHr1q2ZUnERERERkbyqatWq7Ny5k48++ojXX3+d2bNns2PHDqpVq5bdVRMRERER8TlpGli0WrVqFClShOXLl+Pn50diYiLNmzfn1KlT/PHHH07z7t+/n8cff5wff/yRhISEDK94ZtMARinTIAw5V17cN7khFvCtePJiLOBb8SiWrKXjLOfKrQOL5iXKy1OXF89JX4oFfCsexZK1dJzlXL4UC/hWPHkxFvC9eDJKpgwsevDgQZo0aYKfn/U2Pz8/brvtNg4ePOgyb7ly5Vi0aBEzZsxIW81FRERERERERERERHKINDWiV69enS+//JJDhw4BcPjwYb766iuqV6/u8T333nvvjdVQREREREQc+vXr58jH0+PTTz9l9uzZGVgjERERERHflqZG9LFjx3LkyBHKly9PZGQk5cuX5/Dhw4wdOzaz6iciIiIiIsksXLiQihUr0rdvX2JjY716jz1nr1atGvfffz8XL17M5FqKiIiIiPiOgLTMHB0dzbZt2/joo484ePAgZcuW5b777qNcuXKZVT8REREREUlm165dvPHGG4wbN45Zs2ZRuHBhGjZsSL169ShRogQRERFcunSJU6dOsWPHDtatW8e2bdtITEykadOmTJ8+nUaNGmV3GCIiIiIiuUaaBhbNSzSAUco0CEPOlRf3TW6IBXwrnrwYC/hWPIola+k4y7ly88CiZ8+eZdasWUyfPp1NmzaRmJgIgC1pw9vT/MKFC9OlSxf69etHgwYNMiaALKS8PHV58Zz0pVjAt+JRLFlLx1nO5UuxgG/FkxdjAd+LJ6N4m2um6U50ERERERHJGUJDQ3nyySd58sknOXPmDGvWrOHgwYOcPHmS4OBgihUrRs2aNalZs2Z2V1VEREREJFfzuhH99ddfZ8CAARQoUCBdK1q7di0nT56kY8eO6Xq/iIiIiIi4FxERwe23357d1RARERER8UleDyw6atQoKlSowMiRI/nrr7+8es/ly5eZO3cu7dq1Izo6mu3bt6e7oiIiIiIiIiIiIiIiWc3rO9F37tzJiy++yCuvvMLLL79MnTp1aNy4cYoDGK1atYr4+HjKly/PJ598wt13352ZsYiIiIiIiIiIiIiIZKg0Dyy6a9cu3n33XWbNmsXx48cdAxclZ4zBz8+PFi1a0K9fP7p160ZAQO7qfl0DGKVMgzDkXHlx3+SGWMC34smLsYBvxaNYspaOs5wrNw8smlcoL09dXjwnfSkW8K14FEvW0nGWc/lSLOBb8eTFWMD34sko3uaaaW5EtzPG8Pvvv7N69Wq3Axg1a9aMiIiI9NY/2ylZT5kuODlXXtw3uSEW8K148mIs4FvxKJaspeMs51Ijes6nvDx1efGc9KVYwLfiUSxZS8dZzuVLsYBvxZMXYwHfiyejeJtrpvv2cJvNRq1atahVq1Z6FyEiIiIiIiIiIiIikqN5PbCoiIiIiIiIiIiIiEheo0Z0EREREREREREREREP1IguIiIiIpKLnT17lt27d3PlyhWn8jlz5nD//ffz0EMPsWHDhmyqnYiIiIhI7pfuPtFFRERERCT7DR48mI8++oijR4+SL18+AKZMmUL//v0xSaMzffrpp/z6669UqVIlO6sqIiIiIpIr6U50EREREZFcbPny5bRp04YCBQo4yl5//XVKly7NihUr+OyzzzDG8Oabb2ZjLUVEREREci/diS4iIiIikov9/ffftG/f3vH/bdu2ceDAAd544w2aNm0KwNy5c1mxYkV2VVFEREREJFfTnegiIiIiIrlYQkIC+fPnd/x/+fLl2Gw22rZt6yi76aabOHToUHZUT0REREQk11MjuoiIiIhILlamTBl+++03x/+//vprChcuTK1atRxlJ0+epGDBgtlRPRERERGRXO+GunP5448/ePvtt/nll184c+YM165dc5nHZrPx119/3chqRERERETEg9tvv53JkyczcOBAgoKCWLx4MQ888IDTPDt37qRcuXLZVEMRERERkdwt3Y3oy5cvp3379iQkJBAQEECJEiUICHBdnDHmhiooIiIiIiKeDRkyhIULFzJ+/HgASpUqxcsvv+yYfuzYMVavXk3//v2zq4oiIiIiIrlauhvRX3jhBa5evcr7779P79698ff3z8h6iYiIiIiIF0qWLMnWrVtZsmQJAM2bNycsLMwx/cSJE7z55pu0a9cuu6ooIiIiIpKrpbsRffPmzfTs2ZMHH3wwI+sjIiIiIiJpFBwcTKdOndxOq1atGtWqVcviGomIiIiI+I50DywaEhJC8eLFM7IuIiIiIiIiIiIiIiI5SrrvRO/QoQMrV67MyLqIiIiIiEg6/PHHH7z99tv88ssvnDlzhmvXrrnMY7PZ+Ouvv7KhdiIiIiIiuVu670R/8803OXPmDAMGDODChQsZWScREREREfHS8uXLqVevHu+88w6bN2/m0qVLGGNcXomJidldVRERERGRXCndjeg9e/akYMGCTJ48mZIlS1K/fn1atWrl8mrdunVG1heAQ4cO8e9//5siRYoQHBxMzZo1Wb9+vWO6MYaXXnqJUqVKERwcTJs2bfjzzz8zvB4iIiIiItnthRde4OrVq7z//vtcvHiRAwcOsGfPHrevzODLubnBlitevhSPiIiISE6U7u5cli1b5vj3uXPn2LBhg9v5bLaMTYROnz5NdHQ0MTExfPvttxQrVow///yTQoUKOeZ54403mDhxIjNnzqRChQoMGzaMdu3a8ccffxAUFJSh9ZH/Z+++w6Mo1z6O/4YQkgApQCAU6VWpIkWkhYAEEQRBBfSFgF1BikfkqHgoFsRewXIExILnIIqFI53QJBQRAREUpCsdElpCSOb9Y5KYkGyy2Wyyu5Pv57r2CpmZnbnv7Oxy584zzwAAAMCTfv75Zw0cOFB33313kR+b2hwAAADFgctNdE9dDjp16lRVr15dM2fOzFhWu3btjH+bpqnXX39d48ePV58+fSRJs2fPVkREhObPn6+BAwcWecwAAABAYSlTpowqVarkkWNTmwMAAKA4cHk6F0/55ptv1KpVK91+++2qVKmSrr32Wn3wwQcZ6/fu3asjR46oW7duGctCQ0PVtm1brVu3zhMhAwAAAIWmZ8+eWr16tUeOTW0OAACA4sDnmuh//PGHpk+frvr162vRokV66KGHNHLkSH300UeSpCNHjkiSIiIisjwvIiIiY11OkpKSlJCQkOUBAAAAeLuXXnpJZ86c0ciRI3XhwoUiPXZh1ObU5QAAAPA2Tk/nMnv2bEnSrbfequDg4IzvnTFkyJD8R+ZAamqqWrVqpeeff16SdO2112r79u169913FRMT4/J+p0yZokmTJrkrTAAAAKBIDBw4UGXLltU777yjWbNmqUGDBgoJCcm2nWEYWrZsmVuPXRi1OXU5AAAAvI3TTfShQ4fKMAxdf/31Cg4Ozvg+N6ZpyjAMtzbRq1SpomuuuSbLsquvvlrz5s2TJFWuXFmSdPToUVWpUiVjm6NHj6pFixYO9/vEE0/o0Ucfzfg+ISFB1atXd1vcAAAAQGGIjY3N+Pe5c+e0efPmHLfLq3Z3RWHU5tTlAAAA8DZON9FnzJghwzAyit/MNw8qSu3bt9euXbuyLPvtt99Us2ZNSdaNjCpXrqxly5ZlFOYJCQlav369HnroIYf7DQgIUEBAQKHFDQAAABSG1NRUjx27MGpz6nIAAAB4m3yNRM+sIFOnFMSYMWN0ww036Pnnn9cdd9yhDRs26P3339f7778vyRphM3r0aD377LOqX7++ateuraefflpVq1ZV3759PRIzAAAAYEfU5gAAACgOnG6ie4vWrVvrq6++0hNPPKHJkyerdu3aev3113XXXXdlbPP444/r/Pnzuv/++3XmzBl16NBBCxcuVGBgoAcjBwAAAOyF2hwAAADFgWGapunKE7t27aqoqChFRkaqbdu2KlnS5/rxuUpISFBoaKji4+NzvDFTYSqE6Srdztmzxk65SPbKh1yKnp3yKY65SPbKh1yKFueZ93KtEi64gtSas2fPliTdeuutCg4OzvjeGe68V1FR8WRd7hMnsVQs35Q2SkWSvfIhl6LFeea97JSLZK98imMukv3ycRdna02Xm+iBgYG6dOmSDMNQUFCQbrjhBnXp0kVdunRR69at5efn53Lw3oAmeu74wPFexfG18YVcJHvlUxxzkeyVD7kULc4z7+WLTfQSJUrIMAz9+uuvatCgQcb3uTFNU4ZhKCUlpSBhewRNdCcUwzeljVKRZK98yKVocZ55LzvlItkrn+KYi2S/fNzF2VrT5eHj8fHxWrdunVasWKHly5dr1apVWrp0qQzDUJkyZdS+fXt16dJFkZGRatOmjauHAQAAAJDJjBkzZBiGqlSpIkmaOXOmhyMCAAAA7M3lkehXunjxotauXavY2FitWLFCGzduVEpKigzD0OXLl91xiCLFSPTc8Vc771UcXxtfyEWyVz7FMRfJXvmQS9HiPPNevjgSvbhhJLoTiuGb0kapSLJXPuRStDjPvJedcpHslU9xzEWyXz7u4mytWcJdBwwKCtJVV12latWqqUqVKipbtqxM01Rqaqq7DgEAAAAAAAAAQJEq0N1A9+zZkzGdS2xsrI4ePSrTNFW3bl3ddtttGXOkAwAAACgcXbt2VVRUlCIjI9W2bVuVLFmgEh8AAADAFVyusGvUqKHDhw9LkqpXr67o6OiMpnn16tXdFiAAAAAAx9auXasVK1bIMAwFBQXphhtuyKjLW7duLT8/P0+HCAAAAPg0l5vohw4dkiR169ZN9957r6KiohQeHu62wAAAAADkLT4+XuvWrcu4QnTVqlVaunSpDMNQmTJl1L59e3Xp0kWRkZFq06aNp8MFAAAAfI7LNxZ9/fXXFRsbq1WrVik+Pl6S1LhxY3Xp0iXjctLQ0FC3BluUuLFo7rgJg/cqjq+NL+Qi2Suf4piLZK98yKVocZ55LzveWPTixYtau3atYmNjtWLFCm3cuFEpKSkyDEOXL19267GKAjcWdUIxfFPaKBVJ9sqHXIoW55n3slMukr3yKY65SPbLx10K/caio0eP1vz583X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A5G7dunWKiopScHCwQkJCdOONN2rDhg2eDgsAAACwnXyNRAcAAADgedu2bVPXrl2VmJiYsWzZsmX64YcftGHDBjVu3NiD0QEAAAD2ku8m+ieffKK4uLgsy3bv3i1J6tmzZ7btDcPQggULXAwPAAAAwJVeeOEFJSYm6qmnntIjjzwiSXrnnXf0zDPPaOrUqZo9e7aHIwQAAADsI183Fi1RIl+zv1gHMAylpKTk+3mexg2M8sBNGLxXcXxtfCEXyV75FMdcJHvlQy5Fi/PMe/nojUVr1KihWrVqadWqVVmWd+7cWfv27dP+/fvdFarHUZc7oTi+J+2Ui2SvfMilaHGeeS875SLZK5/imItkv3zcpFBuLLp3794CBwYAAACgYI4ePaqBAwdmW962bVutX7/eAxEBAAAA9pWvJnrNmjULKw4AAAAATkpOTlbZsmWzLS9TpoySk5M9EBEAAABgX/mfnwUAAAAAAAAAgGIi3zcWBQAAAOB5n3zyieLi4rIs2717tySpZ8+e2bY3DEMLFiwoktgAAAAAO6GJDgAAAPig3bt3ZzTNr7Rw4cJsywxfuJkUAAAA4IVoogMAAAA+Zu/evZ4OoVg6Jel5SfMlHZIULKmJpMmSOmbabr2kp9K+GpJukPSCpBZOHseU9F7aY6ekAEnXS5qY9tVd7JYPAABAYaGJDgAAAPiYmjVrejqEYme/pEhJ5yTdI6mBpHhJWyUdzrRdXNp21WQ1oyXpbVlN6R8kNXXiWA9LejdtPy9KuiDpfUmdJS1KW15QdssHAACgMNFEBwAAAIA8/J+ky7KazFVy2W6kpFKSVslqPEvSHZKulvQPSYvzOM4WWQ3nHpL+J2vktyQ9IKmRpPtljeYukd8ErmC3fAAAAAoTtQoAAAAA5GKVpDWSHpfVcE6WNZr6SrslbZR0u/5uOCvt37dLWirpSB7HWpH2NUZ/N5wlKUxSH0m/S1qbr+izs1s+AAAAhY0mOgAAAADk4n9pX2tI6i0pSFIZWVOgfJJpu41pX9vlsI/rZc0N/mMex0pK+1o6h3Xpy+Ly2Ede7JYPAABAYaOJDgAAAAC52JX29T5ZN+P8SNIMWdOcDJY0M239n2lfqym79GWHc1iXWeO0r8uvWG5KWpn274N5h5wru+UDAABQ2JgTHQAAAABycTbta7Cs6UlKpX3fV1IdSU/Kmq4kfUqUgBz2EZj2NadpUzK7SdI1kqZJqiqpX9pzXpW03cl95MVu+QAAABQ2RqIDAAAAQC6C0r4O0t8NZ0kqJ+kWWfOC79Lf05MkKbvEtK85TWuSWUlJ30tqL2mcpPqSmkv6SdILaduE5CP2nNgtHwAAgMJGEx0AAAAAcnFV2tfKOayrkvb1tKyR1lLOU5ykL8tpapQr1ZA1Qny/rClPtkv6WX+P/m7kxD5yY7d8AAAAChtNdAAAAADIRZu0r4dyWJe+rJKk1mn/XpfDdnGSDEnX5eO4NSR10t/ziv9P1i9w0fnYR07slg8AAEBho4kOAAAAALnoK2v+8E8kncu0/C9J8yU1kFQv7dFK0lz9fVNOpf17rqQoZR39fULSTknxTsTwjaQFsm78WTP/KWTRV/bKBwAAoLDRRAcAL2Y4eJR1sP0CSd1kzWlaWtYvwSOcPNY3kobJuqS6jKxLuLtJWuhi7AAA2EU5SS/LmsLkelk3xXwh7d+XJL2Vads3ZM0h3lHS62mPjpJSJb1yxX7flnS1pK+uWH6PpLslvSnpA1k3+ewna2T4G+QDH0ItCxRvfAZ4L16b/Cvp6QAAALnrKOn+K5b557DdJEkTZV0SPUnWf2wHJG118jj3y7qxVx9JDSWdkjRT0k2SnpX0VD7jBgDATu6XFC7pRUlPyxqN1E7SZ7JumpnuBkmxksanPYy0ZXNl3VDTGW0kvS9pnqymdj1JkyWN0d83BS0ou+UD70UtCxRvfAZ4L16b/DFM0zQ9HYQ3SkhIUGhoqOLj4xUSUsT3izeMoj2eK5w9beyUi2SvfMil6LmQjyFrtNasPJ6yVNKNsn4hfdqV2CQtl3VZdmYXJF0raa+ko7L+6izJXq8NnwHeqzjmItkrHzvl4mYerTV9DHW5E4rje9JOuUj2yodatmhxnnkvO+Ui8RngrVz8DPD518aNnK01mc4FAHzAJWWds/RKz8u6AdgTad+fk3WZdX5c+Z+aZP2FuZekZEm78rk/O8vvpW/ppmfa9oSTx4rM5XiGrIIG9sW5BgCwA2pZ70ONgaLEZ4D34rVxHtO5AICX+0LWjb9SJFWUNEDWJU+haevPS1olqaekD2X9hfhPWZdH3yJrrtGIAhz/UNrXguzDjpy99C3dn5L+KesXk9yKlCs9JeneHJb/R9J3knrnY1/wTZxrAABfRi3rvagxUBT4DPBevDb5QxMdALxYG0m3y5o7NEHS/2TdtGulpB9kFbC7Zf2nFydpsazCtrmk1bL+U9sqaZOsv/Tm18+SvpRVYNcuQB52VEfS/+Vj++GS6kpqLKtQcZajkTnPSgrIZwzwTZxrAABfRS3r3agxUNj4DPBevDb5RxMdALzY+iu+HyKpmazRHG+kfT2btu64pA/09yiPW2XdvGOSpI8kPZTPYx+X1E/WX5n/nd/Ai4lLaY+8Lnv9StYdyddJmuaG466WdcnbQEnl3bA/eD/ONQCAL6KW9X7UGChMfAZ4L16b/GNOdADwMWMllZK0IO37oLSvJSQNvmLbmLSvsfk8xilZI0b+lDRfUoP8BlkMfCHrL+7BsuaIe0RSfA7bJUgaIekBWX/td4cP077mdFlscefs/J6vyJqfs4qsEVBVJHWR9Quis/6SVVz2kHX5oyFpqMuRO8a5BgCwE2pZ70GNAU/gM8B78drkjpHoAOBj/CVV1d838rkq7Ws5Wc3AzKqkfT2dj/2fktRN0k5JXyvnm4AUd85c+pZunKwbr0xx07ETJM2Vdckbr03OnJnfc4OkWrLm9wuXdd7PlTUiwtk7z++SdaOd6pJaS/re5Ygd41wDANgNtax3oMaAp/AZ4L14bXJHEx0AfEyirBtwXJ/2fYSkGpIOSrqgrPORpd+oo5KT+07/T22HrBG50QUN1qacufRNktZKek/Sp/r75iwFNUfW63y3rJHPyM6Z+T3/k8Oy0ZKuk/SipCcl+eWxj+skHZM1Cv1E2ld341wDANgNtax3oMaAp/AZ4L14bXLHdC4A4KVOOlj+tKTLynoX+8GSTFkFbmbT0772zLTsgqy//P51xbanZV1W9YukeZJuyn/IxdqVl75dkjUaupukQW48zoeymrvD3LhPO7ok6Vw+n1NSUjVZd6FPdmL7YBVO4zwvnGsAAF9ALet7qDHgTnb7DHB22sgNkkZKap+2zpA0y8VjrpPUR9aVs4Gyrt4YJOu9WRB2e22KCiPRAcBLPSvrLthdZP3195ysyyxXSGora87CdI/L+s/oMUm/ybpj9hpZI0aiJA3ItO2GtH3GKOt/5jdK2izrP+XTkj65Ip4bZI3wRc6uvPTtHVkFxCuy7mqeLv3mLHtlXcqan5/pNkkbJd0sq9mLnH0h6/xNkdXkHiDr/ZTT6KlTadudkHVZ8UJZ74/AIonUNZxrAABfQC3re6gx4E52/AxwZtrI/8l67zSSlccPLh5rpqx7BrSV9ISkMFnziK+W1egu5eJ+JXu+NkWBJjoAeKlIWZc6fSTrL8V+kupLek7So8ra5AuR9Z/p07LmFvtQ1vxlT6Yty2taCkn6Me3rnLTHlWbKN/5j85QrL33bL2vuSEd/ZW8jqYzyN1o6/c7l3IDJsfzM7ylZN7JJH4lRUlJ/SdOKJFLXca4BAHxBpKhlfQ01BtwpUvb7DHBm2siHZF3VUUbW4B5Xmug7JD0o62qND+T+aY8iZb/XpijQRAcAL9Un7eGscFmXVE3PY7tIWZdjXSmnZcjupKQKOSy/8tK3YZI65LDdO7LuYD5D1g1a0iVL2iNrnrkaOTwvSdZf7CMk9XIh7uLC2fk9030p6xfGw7JGol+UNbrKE9O0XIlzDQDgy6hlvRc1BoqCXT8DLqU9rhycky7CDcd4WVY+L8pqoJ+XdWNPdzVx7fraFDbmRPdyzs65JEm7JPWV9Z9YGVmXmSzP5/HcsQ/4Hs4zFAW7nGfPSmon6y/v78oqcKLSvma+9K25pNtyeNRMW987Lb50hyVdLavpm5P5sqYeiRF/Ac+vK+f3zKyTpO6yfkn8n6x5ztsrf3eZLyycawAAeA+71LKS/WoMO702kv3ysZMvZP2RKFjWDTUfkRRfCMf5XtZ0MCtlXWFbNu24PSX9XgjHg3P43cgHODPn0h5ZcwiVlDVfUaisSz6iZb35ujlxHHfsA76L8wxFwQ7nWaScv/TNnT5M+3pPIe3fzq6c3zM3MZI+lzVC3dM/60hxrgEA4E3sUMtK9qwx7PLapLNbPnaQ32kjXRUv6Yis0e53SBoha+DPVklTZF0d8rOkym46HvLBRI7i4+NNSWZ8fHzRH1zKeEgyYzJ97+hxu2SWkMyfMi07K5k1JLOBZKa6ex8u5OK1DxdfG699cJ5578NO+RTH88zGr43XPtyUy0XJLCmZHZw45peyztUX8xnrceVxjnOeee/DQzxaa/oYb6nLvfphp3yKYy52y8fTcRZSLtSyvDaF9tpccQy75eOVDzfl8lza6/Wsg/Vz09bPzEdsB9OeI8l86op1M9OWP+5KLnZ7bdzI2VqT6Vx8xCU5vlnHeUnfyPprcotMy8vKulnHb7Lufp0bd+wDvo/zDEWB8wyF5aSD5VfO73leOZ+DKbLm+JT+vqGWZM3vuVPSATfECAAAfBu1rPey22tjt3zsKLdpI10VlOnfQ69Yd5esK0di3Xg8OI8mug/Ia86lrbJu0NEuh+emNwHy+uBzxz7g2zjPUBQ4z7zfBVl3RjdkXTp4pXWSbpF1R/YgSXUl3SfpDxeP973+nudxk4v7SOfs/J6/S6om61LiFyX9W9IkSY0lLZM1pUvHTPvNbX7PZ9Mer6Z9vzXTslUFzAcAAHgXalnvZbfXxm752FV+po10VnlZr72UfcoWf1k3+TztxuPBecyJ7uWcmXPpz7Rtq+Xw/PRlh/M4jjv2Ad/FeYaiwHnmG/4l6biDdQsl3SyrcT5CVgH3i6T3Jc2TtE05/9wdOS/pIVmvvaNRNvkRKefm97xK0mBJqyV9JemsrPkfr5U1av3OfBzz6Su+/yntIUkTZM1fCAAAfB+1rPey22tjt3zsLFHSIWW9irWgDEmtZA3IOSTrBqPpkmT9rlbPjceD82iie7n1V3w/RFIzSU9JeiPt64W0dQE5PD+9YXAhh3WZuWMf8F2cZygKnGfeb7Ok12WNzv5HDutfk9WY/kFWAz1dY1mj0edKGp2P442XNc3K/fp7JHdB9El75CVc1i8izqola/LBnDhaDgAA7IVa1nvZ7bWxWz52cFJShRyWXzltZH5dkDVlZKikKpmWD5bVRJ8u6zVP976kVEk9XTweCobpXHzQlXMupV/mkZTDtolXbOOIO/aRX3lNGSBZOXaTVC7t+A1y2TYny9OeH5r2/FaSZrsYb27slEs6u5xn8G6cZ94jRVYjvIekfg62SZBVUJe7YnnVtK9l8nG8TZLektW0D87H8wAAyIudanM75WJH1LLey26vjd3y8TXOThspSfv19/SO89KWfZtp2f5M226QNW3kE1ccb5is6SXflDUP+ruShksaI2sA00j3pIV8YiS6D7pyzqX05kVOl9mkL8vr8np37CO/cpsyQLLmp50oKTrt36Vl/YVuq5P7nyPrw6a2rA+kMpK+lDXX7SFZH37uYqdc0tnlPIN34zzzHq/JunnmvFy2iZYUJ+uzZ6ysEd3bZY1av1rSQCePdVlWw767pNvS9gEAgLvYqTa3Uy52RC3rvez22tgtH18TKeemjZSkvco+5eOXaQ9J6iCpZh7H85N176hnJH0u64rfipIeTFtW1rU0UEA00X3QlXMuNZV1+c26HLaNS/vaKo99umMf+ZHXlAFLZRWDk5X9w8cZybL+MldJ0o+SwtKWj5B12ctEWc2eOi7s+0p2yiUzO5xn8H6cZ95hr6z5u/8la+qSfQ62e0LSMUkzJH2aaXlPWb+EOzui/BVJu/R3IQkAgLvYqTa3Uy52RS3rvez22tgtH1/j7LSRktVwd3bKx9y2LSPphbQHvAPTuXixkw6WXznnUtm0f8dK+jnTduck/VvWX8faZFoeL2u0Yea7B+d3HwXhzJQBz8sq5tIvaTkna94nZ22XlV9f/V0MStZlkENkFYyfZntW/tkhF7ueZ/AunGfe7UFZvyA/msd2frJGo3ST9bP8UtYv9Utl/ZKd7MSx9sgaKfe0rFFvAAC4ix1q83R2ysUOqGW9l91eG7vlA9gJI9G92LOy/vrXRVINWR9k/5O0QtnnXJoiaZmsS+PHSAqR9IGsS3AWyCqE0n0la36lCbJGF7iyj4LIa8qA87JuoNBT0oeyRlb8KSlI0i2ybqoQkccx0uf0ymn+rvRlcTmsyy875GLX8wzehfPMe30iaYmszyr/PLYdKuumor/I+hyTpFtl3R3+IVmXN96bxz4elNU8f8y1cAEAcMgOtXk6O+ViB9Sy3stur43d8gHshCa6F4uU83Mu1ZO0VtI/ZV3qcUlSS0kLZY0YdIY79pEXZ6YM2C1r5EWcpMVp8TSXtFpWMbhV1g3pcrvBRUNZP69YWZfGZP7gX5H29aBLGfzNLrlEyn7nGbxPpDjPvFGSrJ9/T0mVZX1mSX/PgRiftixc1k1FP5V1iXdQ1t3odllN9JXKvYn+laxR6zOU9YY6p9K+HpI1Eq6OuFQOAJA/dqnNJXvlYheRopb1VpGy12sTKXvlA9iKiRzFx8ebksz4+PiiP7jk/Q8Xc+kumU0k81La93utes0cnmmb1WnLJJkfXPH8CWnLpzkR431p2w6RzC2S+btkTpXM0mnL6+Y3lyvy8cpcCvDaeOXDTrnYLZ/imIvd8pHM0/r7Myq3x0uS+UPavx/K4ZhH0tYNzCO215w83nHOM+9/FMdc3MyjtaaPoS7nPelMLl5Zm7t4rnllLpxn3vtw8Tzz2ge5eO/DTvkUx1zsmI+bOFtrMhIdRcbZKQPSRziWkDT4inUxsubSjZU16jE3b8oaTTFD0uy0ZRVlze11p6zLlFxlp1wAFF9lZN3p/UrHJT0sax7WeyQ1kzUa3U/SfFlzsIZl2n5W2tfWmZZdkHRAUqikKmnLekm6Kofj/TctjqmyRqHzmQYAyA871eZ2ygUAADuhiY4ikZ8pA9IbLOVk3Sk6s/RGzGknjhko6T1ZlyTtkFRK1iWO6cdulK8M/manXAAUb/6Sbsth+b60r3WvWD9a0iuSrpV1s7Pysi7//DRt28xTuWyQNZdjjP5ustdLe1xpe9rXKEmt8pUBAKC4s1NtbqdcAACwG6YcRZG4KGtk4wJZ83mlPyLT1n+S9v2/Zd0Ap4asOXIvXLGfQ2lfK+Xj2OUktZc1QrKUrJtySFZx6go75QIA+fGSpPdlfW49L+vGRqtljXJbJ0arAQCKnp1qczvlAgCA3TASHUUiP1MGSNYlic/JGhUxJtP209O+Zi7mcpoywJG9sqYLaCDrRniusFMuAJCTWpLMHJYbskag3+fEPiId7CMnE9MeAADkl51qczvlAgCA3dBER5HI75QBj0uaJ+kxSb/JuqRwjawpA6IkDci0bU5TBkhWMfmdpI6yLnncKekDWSf9XGW/7LE45lIcXJDURNYvA8MlvZ223JT1GnwnaZOkP2X9bFtIekpSWyf3v1LWfM6rJO2X9Vo0kDRC0kBZTUcAQFZ8NgNwFzvV5nbKBQAAu6GJDq8UImuKgKclfS3pQ1nz/j2ZtszPiX1cI+lzWdMPJMiaV3CQpPGSqro/ZIfslIsv+pes0TtXSpI1eqeFrIZKbUl/SXpXUjtZN1b6Pyf2P07WJbO3Smoq6byk/8i6EdNyWb+EAACy4rMZgKfYqTa3Uy4AAHg7wzRNZ6+2LlYSEhIUGhqq+Ph4hYQU8Syvhg+Mj3L2tLFTLpK98ikGuWyW1EbSi5L+oayjHS/LuiFi5yuec1RSY1m/dPylvG8csVJSB2X9JSVV1kifVZK2yRptKYnXxlvxGeC9imMukr3yySEXn/1sdjOP1po+hrrcCcXx89JOuUj2yodcihbnmfeyUy6SvfIpjrlI9svHTZytNbmxKABbSpE1b3MPSf1yWF9S2Zs0knWTps6SjqU98tJZ2Uf5lNDfl9pudyZYACgm+GwGAAAA4IuYzgWALb0ma07HeS4895CkUpLCCnD8Q2lfIwqwDwCwGz6bAQAAAPgiRqIDsJ29kibImnO3Vj6f+z9ZN14aICnQxeP/Kel9SXVkTScAAOCzGQAAAIDvYiQ6ANt5UFaT5NF8Pu93WTe0qybpFRePfUHWjezOSfpGkr+L+wEAu+GzGQAAAICvookOwFY+kbRE1o3j8tMk2SupqyRD0veSKrpw7ERJfSVtkvSRpI4u7AMA7IjPZgAAAAC+jCY6ANtIkjXCsaekypJ2py0/nPY1Pm1ZuLLOqbtPUhdZIxSXSWrqwrHTmzRLJX0o6f9c2AcA2BGfzQAAAAB8nc/NiT5lyhS1bt1awcHBqlSpkvr27atdu3Zl2SYxMVHDhw9XhQoVVLZsWfXv319Hjx71UMQAispFScclLZBUP9MjMm39J2nf/zvTc/alrY+XNUryWheOm96kWSxrvt1hLuwDAOyKz2Z7ozYHAABAceBzTfSVK1dq+PDhiouL05IlS5ScnKzu3bvr/PnzGduMGTNG3377rebOnauVK1fqzz//VL9+/TwYNYCiUEbS3Bwe09LW90j7/pa07/fLGuV4RlaT5bpc9p0saaekA1csT5I1z+5iSe9KureAOQCA3fDZbG/U5gAAACgODNM0TU8HURDHjx9XpUqVtHLlSnXq1Enx8fGqWLGiPvvsM912222SpJ07d+rqq6/WunXrdP311zu134SEBIWGhio+Pl4hISGFmUJ2hlG0x3OFs6eNnXKR7JVPMcpln6TakoZLejtt2VlJzWXNt/uIpDY5PO9GSRFX7KOzpNhM29wmaZ6kbpJicthHs7SHJF4bb8VngPcqjrlI9sonl1z2ycc+m93Mo7VmISqM2py63AnF8fPSTrlI9sqHXIoW55n3slMukr3yKY65SPbLx02crTV9fk70+Ph4SVL58uUlST/++KOSk5PVrVu3jG0aNWqkGjVq5FqoJyUlKSkpKeP7hISEQowagKedlNWkkaS3HGyzQn83ahzZlPZ1adrjShOUqVEDAMgVn82+zx21OXU5AAAAvI1PN9FTU1M1evRotW/fXk2aNJEkHTlyRKVKlVJYWFiWbSMiInTkyBGH+5oyZYomTZpUmOEC8JBakq78W2ZOy/K7D8kaBQkAyL9a4rPZbtxVm1OXAwAAwNv43JzomQ0fPlzbt2/X559/XuB9PfHEE4qPj894HDx40A0RAgAAAMWDu2pz6nIAAAB4G58diT5ixAh99913WrVqla666qqM5ZUrV9alS5d05syZLCNejh49qsqVKzvcX0BAgAICAgozZAAAAMCW3FmbU5cDAADA2/jcSHTTNDVixAh99dVXWr58uWrXrp1l/XXXXSd/f38tW7YsY9muXbt04MABtWvXrqjDBQAAAGyL2hwAAADFgc+NRB8+fLg+++wzff311woODs6YSzE0NFRBQUEKDQ3VPffco0cffVTly5dXSEiIHnnkEbVr187hTUUBAAAA5B+1OQAAAIoDn2uiT58+XZIUGRmZZfnMmTM1dOhQSdJrr72mEiVKqH///kpKSlJ0dLSmTZtWxJECAAAA9kZtDgAAgOLAME3T9HQQ3ighIUGhoaGKj49XSEhI0R7cMIr2eK5w9rSxUy6SvfIhl6Jnp3yKYy6SvfIhl6LFeea9PFQKe7TW9DHU5U4oju9JO+Ui2SsfcilanGfey065SPbKpzjmItkvHzdxttb0uTn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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(3, 2, figsize=(15, 20))\n", "for i in range(3):\n", " plot_percent_bar(\n", " axis=axes[i, 0],\n", " count_wins_m_p=np.array([np.array(list(count.values())) for count in count_win_2[0, i, :]]),\n", " required_mails_m=np.arange(4, 16),\n", " colors_p=['red', 'blue'],\n", " x_label='Number of required mails',\n", " y_label='Percent of win (%)',\n", " title=f\"Win percentages depending on the number of required \\nmails to win for '{i+1} robots per player and no battery' case\",\n", " legend_title='Players',\n", " )\n", "for i in range(3):\n", " plot_percent_bar(\n", " axis=axes[i, 1],\n", " count_wins_m_p=np.array([np.array(list(count.values())) for count in count_win_with_battery_2[0, i, :]]),\n", " required_mails_m=np.arange(4, 16),\n", " colors_p=['red', 'blue'],\n", " x_label='Number of required mails',\n", " y_label='Percent of wins (%)',\n", " title=f\"Win percentages depending on the number of required \\nmails to win for '{i+1} robots per player and with battery' case\",\n", " legend_title='Players',\n", " )\n", "fig.tight_layout()\n", "plt.show()" ] } ], "metadata": { "colab": { "provenance": [] }, "kernelspec": { "display_name": "Python 3", "name": "python3" }, "language_info": { "name": "python" } }, "nbformat": 4, "nbformat_minor": 0 }