From b8c07ba1400429fa6ab781b5e2e6e446dce23eb2 Mon Sep 17 00:00:00 2001 From: Ezhovnd Date: Mon, 25 May 2026 07:48:23 +0000 Subject: [PATCH] =?UTF-8?q?=D0=9B=D0=B0=D0=B1=D0=BE=D1=80=D0=B0=D1=82?= =?UTF-8?q?=D0=BE=D1=80=D0=BD=D0=B0=D1=8F=20=D1=80=D0=B0=D0=B1=D0=BE=D1=82?= =?UTF-8?q?=D0=B0=20=E2=84=962?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Лабораторная работа №2 --- Ezhovnd/maze_all.py | 825 +++++++++++++++++++++++++++++++++++++ Ezhovnd/maze_benchmark.png | Bin 0 -> 268659 bytes Ezhovnd/maze_report.md | 279 +++++++++++++ Ezhovnd/maze_results.csv | 25 ++ Ezhovnd/path_lengths.png | Bin 0 -> 54142 bytes 5 files changed, 1129 insertions(+) create mode 100644 Ezhovnd/maze_all.py create mode 100644 Ezhovnd/maze_benchmark.png create mode 100644 Ezhovnd/maze_report.md create mode 100644 Ezhovnd/maze_results.csv create mode 100644 Ezhovnd/path_lengths.png diff --git a/Ezhovnd/maze_all.py b/Ezhovnd/maze_all.py new file mode 100644 index 0000000..5005a58 --- /dev/null +++ b/Ezhovnd/maze_all.py @@ -0,0 +1,825 @@ +""" +maze_all.py — Полный проект лабиринта со всеми паттернами: +Builder, Strategy, Observer, Command. + +Содержит все модули: model, builder, strategy, solver, generator, experiment, main. +""" + +from __future__ import annotations +import abc +import csv +import heapq +import json +import os +import random +import sys +import time +from collections import deque +from dataclasses import dataclass, field +from typing import Optional + +# ============================================================================ +# model.py — Модель лабиринта (классы Cell и Maze) +# ============================================================================ + +class Cell: + """Одна клетка лабиринта.""" + + WALL = '#' + PASS = ' ' + START = 'S' + EXIT = 'E' + SWAMP = 'W' # болото — вес 3 + SAND = 'N' # песок — вес 2 + ROAD = 'R' # асфальт — вес 1 (то же что PASS) + + WEIGHTS = {WALL: 0, PASS: 1, ROAD: 1, START: 1, EXIT: 1, SAND: 2, SWAMP: 3} + + def __init__(self, x: int, y: int, symbol: str = PASS): + self.x = x + self.y = y + self.symbol = symbol + + @property + def is_wall(self) -> bool: + return self.symbol == self.WALL + + @property + def is_start(self) -> bool: + return self.symbol == self.START + + @property + def is_exit(self) -> bool: + return self.symbol == self.EXIT + + @property + def weight(self) -> int: + return self.WEIGHTS.get(self.symbol, 1) + + def is_passable(self) -> bool: + return not self.is_wall + + def __repr__(self): + return f"Cell({self.x},{self.y},'{self.symbol}')" + + def __hash__(self): + return hash((self.x, self.y)) + + def __eq__(self, other): + return isinstance(other, Cell) and self.x == other.x and self.y == other.y + + +class Maze: + """Двумерный массив клеток + метаданные.""" + + def __init__(self, width: int, height: int, cells: list[list[Cell]], + start: Optional[Cell] = None, exit_: Optional[Cell] = None): + self.width = width + self.height = height + self._cells = cells # cells[y][x] + self.start = start + self.exit = exit_ + + def get_cell(self, x: int, y: int) -> Cell: + return self._cells[y][x] + + def get_neighbors(self, cell: Cell) -> list[Cell]: + """Четыре соседа (если в пределах карты и не стена).""" + neighbors = [] + for dx, dy in ((0, -1), (0, 1), (-1, 0), (1, 0)): + nx, ny = cell.x + dx, cell.y + dy + if 0 <= nx < self.width and 0 <= ny < self.height: + nb = self._cells[ny][nx] + if nb.is_passable(): + neighbors.append(nb) + return neighbors + + def render(self, path: set = None, visited: set = None, + player_pos: Optional[Cell] = None) -> str: + """Возвращает строковое представление для консоли.""" + path = path or set() + visited = visited or set() + lines = [] + for y in range(self.height): + row = [] + for x in range(self.width): + cell = self._cells[y][x] + if player_pos and cell == player_pos: + row.append('@') + elif cell in path and not cell.is_start and not cell.is_exit: + row.append('·') + elif cell in visited and not cell.is_start and not cell.is_exit: + row.append('░') + else: + row.append(cell.symbol if cell.symbol != ' ' else '.') + lines.append(''.join(row)) + return '\n'.join(lines) + + +# ============================================================================ +# builder.py — Паттерн Builder +# ============================================================================ + +class MazeBuilder(abc.ABC): + """Интерфейс строителя лабиринта.""" + + @abc.abstractmethod + def build_from_file(self, filename: str) -> Maze: + ... + + @abc.abstractmethod + def build_empty(self, width: int, height: int) -> Maze: + """Создать лабиринт без стен.""" + ... + + +class TextFileMazeBuilder(MazeBuilder): + """ + Строитель для текстовых файлов: + # — стена + ' ' или '.' — проход (вес 1) + S — старт + E — выход + W — болото (вес 3) + N — песок (вес 2) + R — асфальт (вес 1) + """ + + def build_from_file(self, filename: str) -> Maze: + with open(filename, encoding='utf-8') as f: + lines = f.read().splitlines() + return self._parse_lines(lines) + + def build_from_string(self, text: str) -> Maze: + return self._parse_lines(text.splitlines()) + + def _parse_lines(self, lines: list[str]) -> Maze: + if not lines: + raise ValueError("Файл лабиринта пуст") + + height = len(lines) + width = max(len(line) for line in lines) + + cells: list[list[Cell]] = [] + start = exit_ = None + + for y, line in enumerate(lines): + row = [] + for x in range(width): + ch = line[x] if x < len(line) else ' ' + if ch == '.': + ch = ' ' # нормализация + cell = Cell(x, y, ch) + if cell.is_start: + start = cell + if cell.is_exit: + exit_ = cell + row.append(cell) + cells.append(row) + + if start is None: + raise ValueError("В лабиринте не найдена клетка 'S' (старт)") + if exit_ is None: + raise ValueError("В лабиринте не найдена клетка 'E' (выход)") + + return Maze(width, height, cells, start, exit_) + + def build_empty(self, width: int, height: int) -> Maze: + """Лабиринт без стен: рамка из стен, внутри проходы.""" + cells = [] + start = exit_ = None + for y in range(height): + row = [] + for x in range(width): + if x == 0 or x == width - 1 or y == 0 or y == height - 1: + ch = Cell.WALL + else: + ch = Cell.PASS + cell = Cell(x, y, ch) + row.append(cell) + cells.append(row) + # Старт и выход + cells[1][1].symbol = Cell.START + start = cells[1][1] + cells[height - 2][width - 2].symbol = Cell.EXIT + exit_ = cells[height - 2][width - 2] + return Maze(width, height, cells, start, exit_) + + +class JsonMazeBuilder(MazeBuilder): + """ + Альтернативный строитель — JSON-формат. + Демонстрирует расширяемость паттерна Builder без изменения клиента. + + Формат: + { + "width": 5, "height": 5, + "cells": ["#####", "#S E#", "#####"] + } + """ + + def build_from_file(self, filename: str) -> Maze: + with open(filename, encoding='utf-8') as f: + data = json.load(f) + lines = data['cells'] + text_builder = TextFileMazeBuilder() + return text_builder._parse_lines(lines) + + def build_empty(self, width: int, height: int) -> Maze: + return TextFileMazeBuilder().build_empty(width, height) + + +# ============================================================================ +# strategy.py — Паттерн Strategy (алгоритмы поиска пути) +# ============================================================================ + +class PathFindingStrategy(abc.ABC): + """Интерфейс стратегии поиска пути.""" + + @abc.abstractmethod + def find_path(self, maze: Maze, start: Cell, exit_: Cell + ) -> tuple[list[Cell], int]: + """ + Возвращает (path, visited_count). + path — список клеток от start до exit_ включительно, + или [] если пути нет. + visited_count — количество клеток, посещённых во время поиска. + """ + ... + + def name(self) -> str: + return self.__class__.__name__ + + +def _reconstruct(parent: dict, end: Cell) -> list[Cell]: + """Восстановить путь по словарю parent.""" + path, node = [], end + while node is not None: + path.append(node) + node = parent.get(node) + path.reverse() + return path + + +class BFSStrategy(PathFindingStrategy): + """Поиск в ширину — гарантирует кратчайший путь (по количеству шагов).""" + + def find_path(self, maze: Maze, start: Cell, exit_: Cell): + queue = deque([start]) + parent = {start: None} + visited = 0 + + while queue: + cell = queue.popleft() + visited += 1 + if cell == exit_: + return _reconstruct(parent, exit_), visited + for nb in maze.get_neighbors(cell): + if nb not in parent: + parent[nb] = cell + queue.append(nb) + + return [], visited + + def name(self): return "BFS" + + +class DFSStrategy(PathFindingStrategy): + """Поиск в глубину — быстрый, но путь не оптимален.""" + + def find_path(self, maze: Maze, start: Cell, exit_: Cell): + stack = [start] + parent = {start: None} + visited = 0 + + while stack: + cell = stack.pop() + visited += 1 + if cell == exit_: + return _reconstruct(parent, exit_), visited + for nb in maze.get_neighbors(cell): + if nb not in parent: + parent[nb] = cell + stack.append(nb) + + return [], visited + + def name(self): return "DFS" + + +class AStarStrategy(PathFindingStrategy): + """ + A* с манхэттенской эвристикой — оптимальный и быстрый. + Учитывает веса клеток (болото, песок и т.д.). + """ + + def _h(self, cell: Cell, goal: Cell) -> int: + return abs(cell.x - goal.x) + abs(cell.y - goal.y) + + def find_path(self, maze: Maze, start: Cell, exit_: Cell): + # (f, g, cell) + heap = [(self._h(start, exit_), 0, id(start), start)] + g_score = {start: 0} + parent = {start: None} + visited = 0 + + while heap: + f, g, _, cell = heapq.heappop(heap) + visited += 1 + if cell == exit_: + return _reconstruct(parent, exit_), visited + if g > g_score.get(cell, float('inf')): + continue # устаревшая запись + for nb in maze.get_neighbors(cell): + new_g = g + nb.weight + if new_g < g_score.get(nb, float('inf')): + g_score[nb] = new_g + parent[nb] = cell + f_val = new_g + self._h(nb, exit_) + heapq.heappush(heap, (f_val, new_g, id(nb), nb)) + + return [], visited + + def name(self): return "A*" + + +class DijkstraStrategy(PathFindingStrategy): + """ + Алгоритм Дейкстры — оптимален для взвешенных клеток. + На равновесных лабиринтах совпадает с BFS. + """ + + def find_path(self, maze: Maze, start: Cell, exit_: Cell): + heap = [(0, id(start), start)] + dist = {start: 0} + parent = {start: None} + visited = 0 + + while heap: + d, _, cell = heapq.heappop(heap) + visited += 1 + if cell == exit_: + return _reconstruct(parent, exit_), visited + if d > dist.get(cell, float('inf')): + continue + for nb in maze.get_neighbors(cell): + new_d = d + nb.weight + if new_d < dist.get(nb, float('inf')): + dist[nb] = new_d + parent[nb] = cell + heapq.heappush(heap, (new_d, id(nb), nb)) + + return [], visited + + def name(self): return "Dijkstra" + + +# Реестр всех стратегий (используется в экспериментальной части) +ALL_STRATEGIES = [BFSStrategy(), DFSStrategy(), AStarStrategy(), DijkstraStrategy()] + + +# ============================================================================ +# solver.py — Паттерны Observer и Command, класс MazeSolver +# ============================================================================ + +# ───────────────────────────────────────────── +# Observer +# ───────────────────────────────────────────── + +class Observer(abc.ABC): + @abc.abstractmethod + def update(self, event: str, payload: dict) -> None: ... + + +class Subject: + """Миксин: любой класс, у которого есть наблюдатели.""" + def __init__(self): + self._observers: list[Observer] = [] + + def add_observer(self, obs: Observer): + self._observers.append(obs) + + def remove_observer(self, obs: Observer): + self._observers.remove(obs) + + def notify(self, event: str, payload: dict = None): + for obs in self._observers: + obs.update(event, payload or {}) + + +class ConsoleView(Observer): + """ + Консольный наблюдатель: печатает события и рендерит лабиринт. + """ + def update(self, event: str, payload: dict) -> None: + if event == 'maze_loaded': + maze: Maze = payload['maze'] + print(f"\n[ConsoleView] Лабиринт загружен ({maze.width}×{maze.height})") + print(maze.render()) + + elif event == 'search_started': + print(f"\n[ConsoleView] Начат поиск алгоритмом: {payload['strategy']}") + + elif event == 'path_found': + maze: Maze = payload['maze'] + path: list[Cell] = payload['path'] + stats = payload['stats'] + path_set = set(path) + print(f"\n[ConsoleView] Путь найден! Длина: {stats.path_length}, " + f"посещено: {stats.visited_cells}, " + f"время: {stats.elapsed_ms:.2f} мс") + print(maze.render(path=path_set)) + + elif event == 'no_path': + print("\n[ConsoleView] Путь не найден.") + + elif event == 'player_moved': + maze: Maze = payload['maze'] + player = payload['player'] + path_set = set(payload.get('path', [])) + print(f"\n[ConsoleView] Игрок переместился → ({player.position.x}, {player.position.y})") + print(maze.render(path=path_set, player_pos=player.position)) + + elif event == 'undo': + print(f"[ConsoleView] Отмена хода. Игрок → ({payload['position'].x}, {payload['position'].y})") + + +class FileLogObserver(Observer): + """Наблюдатель-логгер: записывает события в файл.""" + def __init__(self, filepath: str): + self._path = filepath + + def update(self, event: str, payload: dict) -> None: + with open(self._path, 'a', encoding='utf-8') as f: + f.write(f"[{event}] {payload.get('strategy','')}" + f" visited={payload.get('stats', None) and payload['stats'].visited_cells}\n") + + +# ───────────────────────────────────────────── +# SearchStats +# ───────────────────────────────────────────── + +@dataclass +class SearchStats: + strategy_name: str + elapsed_ms: float + visited_cells: int + path_length: int + + +# ───────────────────────────────────────────── +# MazeSolver — оркестратор +# ───────────────────────────────────────────── + +class MazeSolver(Subject): + """ + Принимает лабиринт и стратегию, выполняет поиск, собирает статистику, + уведомляет наблюдателей. + """ + def __init__(self, maze: Maze, strategy: PathFindingStrategy): + super().__init__() + self._maze = maze + self._strategy = strategy + + def set_strategy(self, strategy: PathFindingStrategy): + self._strategy = strategy + + def load_maze(self, maze: Maze): + self._maze = maze + self.notify('maze_loaded', {'maze': maze}) + + def solve(self) -> tuple[SearchStats, list[Cell]]: + self.notify('search_started', {'strategy': self._strategy.name()}) + + t0 = time.perf_counter() + path, visited = self._strategy.find_path( + self._maze, self._maze.start, self._maze.exit) + elapsed_ms = (time.perf_counter() - t0) * 1000 + + stats = SearchStats( + strategy_name=self._strategy.name(), + elapsed_ms=elapsed_ms, + visited_cells=visited, + path_length=len(path), + ) + + if path: + self.notify('path_found', {'maze': self._maze, 'path': path, 'stats': stats}) + else: + self.notify('no_path', {'maze': self._maze, 'stats': stats}) + + return stats, path + + +# ───────────────────────────────────────────── +# Command +# ───────────────────────────────────────────── + +class Command(abc.ABC): + @abc.abstractmethod + def execute(self) -> None: ... + @abc.abstractmethod + def undo(self) -> None: ... + + +class Player: + """Хранит текущую позицию игрока.""" + def __init__(self, position: Cell): + self.position = position + + +class MoveCommand(Command): + """ + Перемещение игрока в клетку target. + Undo возвращает на previous_position. + """ + def __init__(self, player: Player, target: Cell, + solver: 'MazeSolver', path: list[Cell] = None): + self._player = player + self._target = target + self._previous = player.position + self._solver = solver + self._path = path or [] + + def execute(self): + self._player.position = self._target + self._solver.notify('player_moved', { + 'maze': self._solver._maze, + 'player': self._player, + 'path': self._path, + }) + + def undo(self): + self._player.position = self._previous + self._solver.notify('undo', {'position': self._previous}) + + +class CommandHistory: + """Стек выполненных команд для поддержки undo.""" + def __init__(self): + self._stack: list[Command] = [] + + def execute(self, cmd: Command): + cmd.execute() + self._stack.append(cmd) + + def undo(self): + if self._stack: + self._stack.pop().undo() + else: + print("[CommandHistory] Нечего отменять.") + + +# ============================================================================ +# generator.py — Генерация тестовых лабиринтов +# ============================================================================ + +def generate_maze(width: int, height: int, seed: int = 42, + weighted: bool = False) -> Maze: + """ + Генерирует лабиринт алгоритмом DFS (Recursive Backtracker). + width/height — размеры (лучше нечётные для красивого рисунка). + """ + rng = random.Random(seed) + + # Начальный массив — всё стены + cells = [[Cell(x, y, Cell.WALL) for x in range(width)] + for y in range(height)] + + def carve(x, y): + cells[y][x].symbol = Cell.PASS + directions = [(0, 2), (0, -2), (2, 0), (-2, 0)] + rng.shuffle(directions) + for dx, dy in directions: + nx, ny = x + dx, y + dy + if 0 <= nx < width and 0 <= ny < height: + if cells[ny][nx].symbol == Cell.WALL: + # Убрать стену между (x,y) и (nx,ny) + cells[y + dy // 2][x + dx // 2].symbol = Cell.PASS + carve(nx, ny) + + sys.setrecursionlimit(width * height + 100) + carve(1, 1) + + # Старт и выход + cells[1][1].symbol = Cell.START + cells[height - 2][width - 2].symbol = Cell.EXIT + start = cells[1][1] + exit_ = cells[height - 2][width - 2] + + # Взвешенные клетки (болото, песок) + if weighted: + for y in range(height): + for x in range(width): + if cells[y][x].symbol == Cell.PASS: + r = rng.random() + if r < 0.05: + cells[y][x].symbol = Cell.SWAMP + elif r < 0.15: + cells[y][x].symbol = Cell.SAND + + return Maze(width, height, cells, start, exit_) + + +def generate_no_exit(width: int, height: int, seed: int = 42) -> Maze: + """Лабиринт без выхода — выход заблокирован стенами.""" + maze = generate_maze(width, height, seed) + ex = maze.exit + # Окружить выход стенами + for dx, dy in ((0,-1),(0,1),(-1,0),(1,0)): + nx, ny = ex.x + dx, ex.y + dy + if 0 <= nx < maze.width and 0 <= ny < maze.height: + maze._cells[ny][nx].symbol = Cell.WALL + return maze + + +def save_maze(maze: Maze, filepath: str): + """Сохранить лабиринт в текстовый файл.""" + lines = [] + for y in range(maze.height): + row = ''.join(maze._cells[y][x].symbol for x in range(maze.width)) + lines.append(row) + with open(filepath, 'w', encoding='utf-8') as f: + f.write('\n'.join(lines)) + + +def make_empty_maze(width: int, height: int) -> Maze: + """Лабиринт-поле без внутренних стен (только рамка).""" + return TextFileMazeBuilder().build_empty(width, height) + + +# ============================================================================ +# experiment.py — Экспериментальная часть +# ============================================================================ + +REPEATS = 7 +OUT_CSV = os.path.join(os.path.dirname(__file__), 'docs/data/maze_results.csv') +MAZE_DIR = os.path.join(os.path.dirname(__file__), 'docs/data/mazes') + + +def run_bench(maze, strategy, repeats=REPEATS): + times, visited_list, path_lens = [], [], [] + for _ in range(repeats): + solver = MazeSolver(maze, strategy) + stats, path = solver.solve() + times.append(stats.elapsed_ms) + visited_list.append(stats.visited_cells) + path_lens.append(stats.path_length) + return { + 'time_ms_mean': statistics.mean(times), + 'time_ms_std': statistics.stdev(times) if len(times) > 1 else 0, + 'visited_mean': statistics.mean(visited_list), + 'path_length': path_lens[0], # детерминировано + } + + +def run_experiment(): + os.makedirs(MAZE_DIR, exist_ok=True) + + # Определяем лабиринты + configs = [ + ('small_10x10', generate_maze(11, 11, seed=1)), + ('medium_50x50', generate_maze(51, 51, seed=2)), + ('large_100x100', generate_maze(101, 101, seed=3)), + ('empty_50x50', make_empty_maze(52, 52)), + ('no_exit_20x20', generate_no_exit(21, 21, seed=4)), + ('weighted_50x50', generate_maze(51, 51, seed=5, weighted=True)), + ] + + # Сохраним лабиринты в файлы + for name, maze in configs: + save_maze(maze, os.path.join(MAZE_DIR, f'{name}.txt')) + + rows = [['Лабиринт', 'Алгоритм', 'Время_мс', 'Посещено_клеток', 'Длина_пути', + 'Стд_время_мс']] + + for maze_name, maze in configs: + print(f'\n=== {maze_name} ({maze.width}×{maze.height}) ===') + for strategy in ALL_STRATEGIES: + print(f' [{strategy.name()}]', end=' ', flush=True) + res = run_bench(maze, strategy) + print(f"time={res['time_ms_mean']:.3f}ms visited={res['visited_mean']:.0f} " + f"path={res['path_length']}") + rows.append([ + maze_name, + strategy.name(), + round(res['time_ms_mean'], 4), + round(res['visited_mean'], 1), + res['path_length'], + round(res['time_ms_std'], 4), + ]) + + with open(OUT_CSV, 'w', newline='', encoding='utf-8') as f: + csv.writer(f).writerows(rows) + print(f'\nРезультаты сохранены: {OUT_CSV}') + + return rows + + +# ============================================================================ +# main.py — Точка входа +# ============================================================================ + +STRATEGIES = { + '1': BFSStrategy(), + '2': DFSStrategy(), + '3': AStarStrategy(), + '4': DijkstraStrategy(), +} + +STRATEGY_LABELS = { + '1': 'BFS (поиск в ширину)', + '2': 'DFS (поиск в глубину)', + '3': 'A* (эвристический)', + '4': 'Dijkstra (взвешенный)', +} + + +def choose_strategy() -> PathFindingStrategy: + print("\nВыберите алгоритм поиска:") + for k, label in STRATEGY_LABELS.items(): + print(f" {k}. {label}") + choice = input("Ваш выбор [1-4, Enter=3]: ").strip() or '3' + return STRATEGIES.get(choice, AStarStrategy()) + + +def interactive_walk(solver: MazeSolver, path: list, maze): + """Пошаговое прохождение найденного пути командами.""" + if not path: + print("Путь не найден, пошаговый режим недоступен.") + return + + player = Player(maze.start) + history = CommandHistory() + step = 0 + + print("\n=== Пошаговый режим ===") + print("n — следующий шаг по пути | u — отмена | q — выход") + print(maze.render(path=set(path), player_pos=player.position)) + + while True: + cmd_input = input("\nКоманда: ").strip().lower() + if cmd_input == 'q': + break + elif cmd_input == 'n': + step += 1 + if step < len(path): + cmd = MoveCommand(player, path[step], solver, path) + history.execute(cmd) + else: + print("Вы достигли выхода! 🎉") + elif cmd_input == 'u': + step = max(0, step - 1) + history.undo() + else: + print("Неизвестная команда.") + + +def demo_auto(size: int = 21): + """Автоматическая демонстрация всех паттернов на сгенерированном лабиринте.""" + print("=" * 60) + print(" Демонстрация: Поиск выхода из лабиринта") + print("=" * 60) + + # Builder + print("\n[Builder] Генерация лабиринта...") + maze = generate_maze(size, size, seed=77) + + # Observer + Strategy + strategy = choose_strategy() + solver = MazeSolver(maze, strategy) + view = ConsoleView() + solver.add_observer(view) + + solver.notify('maze_loaded', {'maze': maze}) + + stats, path = solver.solve() + + print(f"\n[MazeSolver] Статистика:") + print(f" Алгоритм: {stats.strategy_name}") + print(f" Время: {stats.elapsed_ms:.3f} мс") + print(f" Посещено клеток: {stats.visited_cells}") + print(f" Длина пути: {stats.path_length}") + + # Command / пошаговый режим + choice = input("\nЗапустить пошаговый режим? [y/N]: ").strip().lower() + if choice == 'y': + interactive_walk(solver, path, maze) + + # Strategy swap demo + print("\n[Strategy] Смена алгоритма на BFS без изменения кода...") + solver.set_strategy(BFSStrategy()) + stats2, _ = solver.solve() + print(f" BFS: {stats2.elapsed_ms:.3f} мс, посещено: {stats2.visited_cells}") + + +# ============================================================================ +# Запуск +# ============================================================================ + +if __name__ == '__main__': + import sys + if len(sys.argv) > 1 and sys.argv[1] == 'experiment': + run_experiment() + else: + demo_auto() \ No newline at end of file diff --git a/Ezhovnd/maze_benchmark.png b/Ezhovnd/maze_benchmark.png new file mode 100644 index 0000000000000000000000000000000000000000..09a42268899b3f794b5aafa056f20e6e6c97c783 GIT binary patch literal 268659 zcmd?Ri9eTV8$N8FSsIm^c1fuTMV2Ics8ssWVqZhZzLkB~OpO+yY-LY&U;A3t8bt`% zeF8#=l@+sQva8AaAB(EUV5 zM>%&!$uVrC!@+T9)6(2TEjuggA7>BV?L5m{?=pVgdDH!a=U4ueQQr2;nTHAZT25Z{ zem(W~i@RdyUfd4&C?$I^D(3OX)P|A~{|ZaL%Ui#>YpJGsiP+QxyBHeTJ3Mo#~z8rB%B&YP}^&jOu>Q6HljJN;ef4^wbgkQ+fE&VNA_}1C}+Q^pb zP@!E7J%M*NY)!K6tK?ulwEm-xdyoHngnV_d+G(=)L364WRdQ`val;no$B~hd%PT9p z4jf4R5X@iI-mYm-6{H+}!MpLr`Ax413gYeGhc1v$iT2)^yEK({z5*Cj(5j}`Sq`2=eN4n zf2E^)UG>^r(5x{*KB&)juzs*b$3q$SugJ%_{-NJ84}aM~zIvSW=bwKz=2~cmRzxUM zRhqDn%CD>qsCGa7^pi&V^}mW2zJ><;PJWd4N$I_R`GGHs@G%X?J#ZRt9kR*T-K? z!@^K0{_G(qP5cg=a{R-LWtO~^<`m6%KK-%;gc7G}YS?6dZQ7;a6BQK|6!k1az^)s?-JJ>JD;oAXhvbzo5KR&}I8`LPx z;ufQsXZfzRe|cdlWieT&q*%FVqNlvv*`0m*neWikNc-(8YsT9?rY4m(y{2s7igBy%P)&A3m365 z#Fb^zie^KCxHaSM-@mW6^hnmVw(6yJSAyTtHE+|2?stOvk5=7xcf`s*J!wCpCScK~ zv@qG{9~v5ZO-oDp`RSjU66B>=+~=d**H#>;J?6tNY0g(a<=atD7=AFG5#`ayelItU zmDMPAedW28B^7CeidC%)6-vWT95pgBa&mS~GN)w@)kWV^Nxhc%@#9Cexhm~kiJ!My zhtG_*x0tT7bX)C1We-2*)@@p zEc%y_7Ef|v;WWHoYHbByc$H4RxD@LMbhDvHdzwLkK0;hOX+ZP9WsGjp=j)YrkB z7H!447w7xFd^v=t@B0v}XgA#4^zv3uZ-4)uVZQYYeDK|~^{jXCJhG&K?1^QB#v9kE zuhqZIIStmcQ6<=dd3B1--TMMn%~Snv*x$Ov$BUIVjKs5gXJ}n=yBvIit&GuSc4Tkb zDk9!WJ45fEjwMsC6z8WrTAAu|NJd|OV_<6CrI}?|{UOh)%csTc$+P*5JC9yhwnFal z6df;`i>O|8o*glr>(;FWZ9-O^r^?K_n%#FDm3!?v zJs@v`ysYn5q$g^L2h2*+Nz)dW3a@&~8>*$Hr7teI!}&w>D#}f5X7#fn*Kcn&2+l?0 zT7tuS@cV{tSv2#`Y!iQxs}ZN{->JmP?3%(xvzXn{AaI~v2kGhqcI!jF+?Q|X3LlNm zcyqq0ZA$ph&p%g-*nG{VIZV%GU7Q>55}F&KHH>`zd|mYsa_OxDc?07QhMQCPY2!Uno@iF?lq&e)ulArjT7ocSH67tBA8cT z+Qdm+)pnav&Z03-37C!RG`2)(7ddB?SqO$!BlAC+TiE}!@nul7%==-c2A8nt=;#hN zVNubLdt3IK`rN;tJ{0dT-szdIo_Ql<>E-<5V%sBbkxmx#aDJQq8iB3M!XJm2eHUA> z*fuwBrgx-C>lK^Prku=bCnz75JbHDe$AgZkBp)}bjS#P~=i%Y``e4VAwo}^cxj%;W zza=jO+i39ZgB>b;X(g-q)?Ysa_qJ1!Y_5ch?&?{@YRq6&OwYyN{e8=p=B4qHG!~C# zzB)Hb?S6kaEG$hF^Y3xYbjZZ`~*J$PRh?xk`!#+x*KSEWYz(FXitx z_8h!=&G6{8mAObk^VUDo+`raFrm5<=Yde8v>sH-R6SXN(G5*|~$JY;gNh)kf z)snTeG)xaR7zl>yCuad@ z2}?`(QqC5e#h%CVDWJe4Yny5QedmsV?SS0Oc$eg_e}2y&hJy-X>u>vYm04G@n_v}I zGK8zWz;@6tEIhm^+e8t|DtqK=ME1i&fBt#as$?Y>h5R6DF;#+@nOP~{)`VmxQuuT)^6lHrg5la=erbNAnrzOw*;$pQB;`N}H|PBlu4>qng2^m`=Ff25BwUl7Qycdk z$f0;4A|hgPdO85b>42nrvg}hH6FmFIO`EbB-InJwP<{^RpY>x6t=J!Y!axB#n5(Ki z*PMzV;MGS31=25B=O&a1V{n)&G4u~fKRqbomDRI}@ zFJ|Aky0T<&B3RFx?f7vyzuvE3;|!}qDoRVGmgdIuWJb1Z*`k8=0-Th0v9Ig)m0Z1V z)22zO^grSY7-^*J{`vJ!`%gK3l-u1faSZ!Btet-I=0+eB0l*zuT4SQ3{^fxOWAhU| zi(PB0MosK)i_@m{F%J*~u~-%3xv>t<8LYKwL!5U_gt*yM5nulMo^5zj;x4mlMeKNA z*-q}P0VzGs2v&>sT<)4&j$5f0X2wg_hT5%4atexB7v|?%FCCDLlqkYOAGWfx`seQ5 zfk=iQ?-&Ub6p-RY4hFnsaj%vs1S0w&NHSRFK-=gw#Pjb3tF_@ zIJ)%Z9!n!&p%e|ZB6&NtsIagx?(#lLrqc>pX0zsGzJT){ygo`r&NFH~k4)b`KEyHE z<9m_Aj=SBN#cMIYO*G;bhj!sh;BkEsq0-V)lm_n6u97a!H&*zb^IV5RAg_*uth#xN zyyxba^nP;<8K>NwF(?(Sh~hFD6!}<1k;2xTU^k}D7`pGPt6}28}o~BE8DtXw9(Y9 zCQJnBkQ)$i7;jW1vInnD$(u=_F-0@)?Febh(K$a&>hbyy`AXZA-|$1ah=HD7ysNi~ zMm?8$=Ci9|!nz4!X3boob{>m^N2H3LKR-ByL{z=Hy2@uchn)5m_nCAK7f(mTjV9_i!hNUa{lEi>S^Vvz8D4Y}}QZv{cUG z!D{AeXfx9A2r1xr^Pq6_RemOBX7ifBV^5WfY9-e`9Z#`3ckZs!zjx_XW^geB8=a9` zvm@$LNcnnUSDMTPLu< z+@-zL+;?7k@w-7ayG17HNI@sWx8QIS zRkhX?C5gI%O7ZZO$J*-G4OD6UB$4BU)z2OeCq$X-dPw1;r(3WRHT)<$-jR@!Th3;BJ(T?jVH4$W=IqRomNt~lks>?l>VX%Ek{DQpkr+GdB~ znB~-64HK020b^JOXWyi=|7=vT=yaRYvO%Jb>cpLx&q%1CGqF)qQwzJbjzS+ZGyZ5m zP4z-VTdJ$M)pLc=#vtXE$u-AcWm#DqPE%=kidOOrsU(Nu-q-oMy1CgQ#c92~d1mW@ zQy+WEeYvAg)0jpFK1NBAR8pu{gc2}2Lep2)&NZhw&g{_1jY|$cVeqi9sEEM;{dygK zvI#AV)BHX`ooGQuB9_~8Eo<&PWk{JTvnVgwvLMq>dAm2O6g%ApQ!WCaX25WZ9bjW^Bp^8J7OQuL2@kg^u#TUCK+dqXO8~;5*)r z<&v6N=#-_rfX$fP{myG&Wm}$A8ZxBuXj_iwB=*Qa=~l^Xmrz|@-8Qtj%3&zqSp~km z0e<~StlT=qpHk(eqcdlU!;V}%kfKwfjRKdcf!GJjfXBPJ)UF?$nx1aNZ7F5w zy;EzykP0;3QtY;5JJiUbRphLUdZ>UH_#!^?rSx8qJ@98B+W)408PmO|9Mc!42ldsr z;5SgnjGqaLb6@H|aNs~hk|O2ETuxX(q!!xYAl8M21rrp#MdbILfBf;h+?PeOIG)DD zHiK8`*@teneZ=F#Gd@na=eMJh(W``rIixlXya!fIU%H0mD|HDO>IJU9uaeLQyv6fp zQO!;UjMK8D0nAZ`Wy4n3dka)FY{x!{P~}T(df!J4HpFXszh6WQ4x_FKJn9}A9;PC1 zGhGl|XFCqY{+E;yz%2__MYDUd#%|d!+R9~x+Nu0+KdN2wkVR*qdZg>*gQo1_Td!Q^ zQnhBveD+f_^vla$u8!t)<%$Tza!&+n3oAG}zTCnrd|mlKbL0=h-83j=%ecDu`=^C-+q)SZB)jOX5O6FAOj8yT z06aOLqLEXN^4#4t2Kq$MKgreA)x3H9)2l2z83J|Jwrz(tY`CYEx2s(s03E+Kvq-(q zeSaO92&ylOq>pN*Ijd&H8p>;C@W@^r;JQrCP%#I~u!@NKtho^S9qh(<^^p{oz=Z~bsskauXPRb{ppS%yVh=O{OZ3WH7D!p|laNd5@UzW(PrQBXXj%Iz;L}h`n$-fpT7du_zVy|OhWlyqG-s`P zKw$u;_GGJJJ9=y@#OuiYRzU{`2a8WH<-xXGxyeG|h^rfL_Ns$T(4)1rjt zE?%wanH!9c9IEg?lF>|l8PApkH2zkMrYI9q`!1$?Xeh~{)2Up}e(LLG*~}^QG&`A? zOw}Umqg^_S-87K~1p{JdmlPCqswguwv|sG#YovkO9;s%=-{^AM+urY!G9HZ1I8W5W zoHBroskd0OPjPwHRf2sQ+b(VzteX)3RHXYDI?2eigw%jLe3eLaOw}y$@$&@TldPR+R@fKf*Dlz{${S>H) zsuHbh*QUn`#@Q2ejvR?+^xx;-V~2vFRO-oKapg(43TyeRq4DuFtKx++xmh4jPT))W zAzqRFlJ3{QcW5Wup$FC%IAQO~`mSG30k1By>Akz;^0zyz!-Jm)?B&tQk5M!Cn?`px z4E!Htuyw1iQlyF)M_L~?eH*izaB-v-IDmD`uKIT@cU`S4X{tndrEzdHDhR0ouqd9B;Qx$2y}VTktl(!kj{kE8$CF$c?US&RW9a^Qv~ihC zPL*|a@;znV4Q6RYai^RnkD@j3i$T^j145&Jm^8zVp8KY}06>+Nv6k;I`G*DB!VfD)Zj ziA`%$jLCw+H2ctk@~Zp8Qn(?QYYRc-G;RyiSEk3Ab+Z&@iCG zXw-Z&&@d{)`3~beyu4|`OX)NDc;IuO7cyv_&BNUT1IDV`ReA*uY}*zEIA96}DM zsKQ2Y2n2aI#m`(xv=KOZ^nH35%Aq$S-&rUUSz3JB`L-2uyJxZvWyk~^J#^&Aky4`x z6etpM>?Tl(cbfdvIF56#8cQVldCHNnA5T$w+0^Yd+FGehOo)unMNICD}6 z*&f(5C#w&&=UFAM(DHMwx{3+T3#|yxokcq%RZ~-wVR?jad@EnZF0bh|NulVh{wcnw zt{go-q-hY_opScTt10SP>~GxKs+!G00Re#SYsMt>7QZm9Z_*0yAKFRM;^#YC8w(t) zq-X$SO(~i}$Toa6b$+B@_CInJVPksB(hSYE;0_5P^VaLiDj9m`t4b`yPvUL9y6}im zSGgF-K)B~V1uW@FP~TP7XbnJqB(5yYX;$v$)lMcXQQ5YIKdYbdl_qhe-j&&~VFUR4 zcbu=%<)be+_jn79wEj#JXLCK{?_M9)byHJ&7I!uBKtEql47z+s2lH!l z4^wPR0UDiGW?C2wwz5cM%iQ-l7V+NXel#cA=0g2Tn>EX45d3W!`uD1DXlU}ahhEG8 z0SAt$RBkuo!h4^PMw7R*R(t7<6DD{=_Tig2zTDX=kska_1Sq!SmCccwSwO4+5W`Iu zorhb}T0*UgO_aNuhZVpl7Wha{o4I1UnbI<24Me!OE+Ns^9f@?^ZlqJe!3H{!{c^|+ zhx+Si>yo!iKt@UfMiQ>8m}ip-_=s*g5e-BF+ICO*7zkkrfTBb)QyDccx_9~6@iXWI z1p^Q~9Mwl$E-(RV9s1H>E;tODIBW5m?C3UzD(nRJl|>Vf#vGYN0WX78lht&URbHHX z;OP6W@o*s*WfKqJ`Q?FyJ+o}*?}hNQ>}_#j##k#=t=^j zpne$=tx#)}ln$T;%|KtEuOUag@|wrXyDK_d*z)h+|DAe5GdevkJK&V+VSt2>UtKIN z0XLc|lYLF-39yIR8V=w!+~&XBQ;GhqO#y0#lao{8#V3D;Knv2<0&W+z8)EhF@Sxhy z7TyC4PlSMUtL(7~q%sPmHNv7;aUjZ)e20V}h*kamG4T+J7Iv8_@ZI7_R&8=KTdz%3 zvy)R#83WbK3H^;d+Xpll?kiglqBpT%cV(XgAb@CMCD2`n9-*4$SW~jP zA|a~_#^>EzWV{|i@5C!&ssu;eSnTFPonj-s1>SueBALzD*5P{`ZInFoU47+5j!4le zP!TX~OqWS+MbUx;mkgpk0WwWxm`E1kd%=AVf)BIzW#7vId;y|V0qR8nzY&7VuJY^s zFtqF^SQA^F6PCI>))Lh+^uSj|eK5?L9q&p*Sd<@&7!b7lWE{-X&>S#UpLK5pFX(ck zz1|cs16c<2g*gET-UQuJPfqz4cV(XPq(GV)g!Y#2zLJkRy1(bnMB_I=ha_wi`xXa~ z!ccCK@yXzRF2>fRFfBy3y(xpIVD?4#k4+wkvP9xlNHi#N28af%$cqyk| zQ%7S%2-BwNM83iHyfiF%G+v8F3es>OisIAf!aMX)*gfSx#~3xp?K!4$2?`~lWo^MN zVt2n!vcShC$2oad05>XS-k=CrbzVcOBZ_i!1@w_}8oGSbPcJh%CJ2AQsm`7ge2Lv{ zx=xx2Z#8xVx$wR!3u#)3h*$c`8mKXlTT_Kx1~}dhR8MHdFl4_5NWf+-_F!mv2i5Br zkyr^gMinJgiRwrN8-c6j$w>}Rn@c+eD2=AH#aI7$%J&0Pl?E!H-dQs<$QkJ@oSO zfdIpgTTgRj$h61DI3`eDU>xy-RtBQ`#OPI3`+JVPHsxeoRGiPD$7%i|tv4Or0> zm_?)(P!u*(lz!c`o3QOo@3ZSjm>XsqLCZ_IFe=Ldf5FFReEI|-NI6}<{=9n7}XzOSynOytU(t8f!khl{n0wZKj)ni)hOr`A0dUox0ZU8l&=UfJ9#$8m^G@p!cU~!mc_NAGW>{wjA zF5BzS2_#8dw%nfx7I1g1(;B4#W9y-GG75zO z1X3ixPBiitt)r&8y85eaAp$y+t(k)njAa^LT>`u;p4PZ0glV~G$P>ItWR({L!|!qY z4>4I#q}?A=BGA|i)G zlSM7YriDJlG@KI*(t=Q0xXC=~RSKtK+#@2OIIQ$vMrWRVtLH*NS_|qeAr>b@Ju@gs zK*dXA1+22>G8-%0Qe|pWmq6pNAC=(cx7id4XfRbTK_;`3^;A9>THsl$3yJ~@1^!-7~>Kv%QrE0Nbs_tt0IcW;!*1=KD9=V@a& zo0Nc|nve*yJ=WX-14x|&pAG{KNx-Nk@#v|Dhbe=-`g|b#3Zoqbs)QZ^@sW(M7{&!j z%?S}Oi#sIcnSekNZ2yWZhC6PC5SgR*Ze!I^GvcPgODE2pT^tH;zbe(!>z)V>I3)EO zkrnZ#Q~{}oT?T8+PFcIfp_cxf6o09ETLz&`)Dhb8%fG)uI!a-bbX z4vc;b0!$nL*GqUoLU3pm*k9gz;>KevgQ)#T!cRZ{)*6001d<}jN-zT`fs^j*>G4ml zD4zhQwbgFm;~6+ z75A1*l|l*t^F%Dw5TZHzS~St`zzFY8i&5n;A(}a0q5}8?62v6;Bc_93ON1MQNXrHl ze&^BitH2_pT;lFVtZWrJ$JTdRcj*luQHOO89vv^8j*gC#i;HHU&8E$#O6 ztb}#uppH&gBmM8MH&GoYx`SBkFDjrKqHx5jNz4ACAd7HDE#i@)LEdRZy2p>Me>&^2 z)qCHSK>R0#a9fAq#p`rmvhWjM*I(!!vlq77D1QH%j_!{;SnaC~ahDsgVeKZm&s%gA zcce?8MRV>CcTnIEUH??N*Z03S{rIofvV%yOAqbL3!+7Xa5IynN&wc-~(;uGQBW7Uo z=e9AC9S{rg_KZKi^Xp;Pb!ig+c@TuqB~H!UWaqiDl+GfTsyBb}eP0v0$M(+vvqf_5 zeE+Tg{rmKXd8ZTq`>*vcPBTe=w}}3qZ~uRO>nTspcQYz(t2ftiLJwBetA0w@=-A{J z{TfR=JY>U#Ivu4zR>%g<|M;|nJdeH`FzK$B-rsik#))7q4=nnX(Z_VG|01FUY`$Kq z1~rZ4&kc|cB41)LtvE0IUKsZ8zyJ1*j#|urAWj5DF|PHGynXV)k7c}V3@jWC$JpLV z1b?_p9Ua}bZWM}oTxYWZkXE$!@MBMI!bDsYhZqq0f32R&1Y_5BE z?~+D6anE!bX~f9$S$-nf4ZvDS??74A6`z8yg#Qp8sy7 zeLVX^WTE@!K_t$9?m@#r3e!s-A09sDU$L`CC*O9E2oMBa{~ycY@1bs3ma3!`fJIgc z6oZdq68?ItqI?!?@@={D}%>ZhTsu!OqJ)=%a`vvIOR9bhs&m}TumlEPA2JV z9vKhr-~WjAZRTsJRT6Bt#7P21DATYy2{ce5STBtt=bVnT9M(~&QFtjTgz(WGCnV+a z{Di3M{LN%H))tW-I9Qc=bEhOZHPfWb`xQ+`ucDx*42^zz)sUo(B#<&x9VsdKrrZch z*n|8Fdd^q9E<;pONme5su|%ar1>&l}lK1uX5r4s8kFR7iGSi69A;H<=Rn^pM@+bu< zL!d{5%34~R&7QQHwZlIQ?vo?{rPOO8gpUPQ#Ul{6CUKM?oqsUY)J$_at558sP5DR& znif-Nrz<1G3zRz`wf!qs+c`A?$l^1{M_#(_0ycSDx~^2R#rIIuX8*6Ni0*c_9x95b z0dTi6{CaOz@V<}12lLloe=VZ;5JiFbx8S-M8Pe~5`(Uxx|LXMgprWigJZnV1 zMM*Y6v!hYsUIYMWo;x=;*FxStxHz?xP4x8ga&nKsGNj=ZCxS5}RSQ6JXPR3W_j`ibv+ci``Jyw->O_(}dJM_A<3aE&p%d7zgc+-LAZ&IiX7sL`I8NQ=DM(V5{AZi}(9v&)D_u#*gV9={6;P4GU9Wq*=A!wY(H?U>m6+e!&JERJ$pLJ^ZiI+w_||3)!8m%U-6xBBg~#3 z@v(sm9Dr)!IYSImBKvJ@pFB_^IRx1S&B$R3TIRdQ0f#9bYb$xhE3=vm2TrxhbtWnv zp(X}gX7@L3Nlp3l{KEkVt8K+@1!G+$R_f!Bl&}|v0XFS@-|hipir2=p{Z8DKaHg~y zk;vK_Y=4Ug3nySjIIq1-hk$AO!~8WS;jf8amWUNn>WKE;Jl7bFG$kb^(ach!qM|&l zvBA)I$)Q_o1gr)dC|K&WclT~~78aIpaTgUZFPQ;dMJ}qqkIlqFl^ZBvrULRr6xl!{feB@o9%!d9M) z12MrQXr2IfC`Jj)+Hx&I4+XD*g~wCW->eNZ;45hD~e8_9@#(+H=g}(OJIT z8_EqOM+FT8!$cf(&`rC!J`SgqL_C*(-0c5(&J+zR>C8ar24#Y*A4VK{&Yk+cE1vFJ z)Bir~aFBNCb`|KIzZXOJ^ga8!4jno~G9ADk_qvKukOqa6_zMGIzKt<@;D&5oPgso^ zypR_Vt1I7pq21*HTx`(sSTRWGK{5tzr-Dig$^?-^1_`=FNdUk?ll^ay5unV!Z)$3ibN}}F3^9Pn z1=aUovd+qp1PxmkcR5rk$5dICHkB!9QUNw6#V-)+MMY0QJI=j;x71YVWCORKT4nL# z(6J)4%cwbKe($niXevTeLFOT1KR_=*XF1eWQljP7%H))d5D1E~bV(b9A*Y^`qXgX# z>cbr{y@niK%-$!5?8IR1X4re;9J(7-@bgVYE)LXHA|wTV6G0VfLL*nx`a(0y&>Lt# z&yhPkJbVT(H_2^jc4F+RA1Kq4dT;OllH*Oh^wdm{w*Eix+`%~8@3Sk9Sv!i|+LJzj zOOSW-{O2FS1gb>y1RYbYNu34wZ^l04u88mp;MNqBdZ7~o#);AIG|U)KVI$oa6A#_G z>MZzY7pS$Ap;d&p{X0fNYiktPr?8qJ%L+<|Jh}`l1<~^<&;B%th&?cIecjo!w$!z@ z8K0{J&Uj|9p*(2}jWRHv4C^1P$E z$2?)j8bYZR+>sGs1myAr{g(183|CYy0(a$d7JxY8(JAJl_Y2*U&cl*sDD+SJ|Ag%wV@ zFt?e3fzY?+2Q)Pw?6>k!jkIk*3xlYU-avW1H;acOvJbd|N? zP7EzKBsNDo|H;<3U-6Kh9DQsi_>N%OuP(q)mtY2v(v!+sc(unaK>tV1+56uyLO(KU zp}gCza`Y`2mlhzy(F3ne!0pVJT7`iZW%Wk+rtM-(8jwOzIarK}5*mJosYVlgAU`V$ zB(B$~qhJiGIltUO`XdSiUI#qJ=05+2a0j^D&3-2q(-g(?@3=lO^ zsPxK}q`WZ~Ja+WxMbzyyl#v9a`9zd++aU`DX;trrM*|L3`eS#ZwHsY20>3BnI6W1LUgc_BLxwws* zdDo}885xM8fCsefEKEc`*Nls10MZ0ZBO^lS>&x3}QL*)|Ibd*)nwb!t2v4b2adELH z=#M;AEYoNQg8`nbMil=hE{q(zVHK(!kl|DO>1eNd#up6{KNSWaGJt2F=hE3K!xI#7 zd4t8VM2@(@H;0GI8oS_G!&P_+dSnu9*kfDUB0(9x6V^-Oo*lW0dr2PRzV=cMILzMa zND?T&L<|^s66SFbqj~g0X=L62RhN}RSXd2#-Gn-~*$z}s3eZx%ofA&2%HUeHCjCCm3FHV~vg-N6Q+k}m>h&$ilhuC|uG9$yz94sf96D#mP(-V3l zgb@Hk;mM!pvt8yaWoe-BPU5=azU67#7qXic1CM{?%_ZGoNhBqqX{@?(9Clm9)8vP z{)rTfd4!(?x-*{t>kS|pT=QhMhW(6N0g3{GmcDJzcNZ*EC0P(csXw9!!{^hCwkr*wqD_EPn~2|#@f1AKO@}0+pR%7jBpzBRyjV-yRy)k1-9R&LvqO!4gd;)Z*XL(i{LT z!kwd6_VW0c@g6vl%$9)fHUpnchCg&yFwkjir*+Ls@MD_x zBbGO1s8y_K7M6o-XopY$G~w=SMoBdHc{_)O^!=MJYiqfASV{=4p1M0r9zXsA&wn0K ztcb@ZQUKr}VSIsN1uyOBf~~t?uI0vw!DwHJ`p1W)Hcz~5fw?2)LL#%I`|>7{z;W>qOaK||X%eb96t)*5giSjK$TUq-9#kHx$&2Vn7Qf!{ajREf zF)3HViQa&V1HIx)aSkO;?Q z|6>Nj5=bsv$Ybzhs1HS8IvzzOkI6*U4+S6|J_5F*o>wIn&XFz#d5X&bJ3|Evu8ed> z2nqCE&hy`*kcM6$h}GGI+8{a#(Y5aglw&_$gvMGsII=0_|-)hJ4@1sbFEizaD+^B=$0> zz(zD;jaZ3)JUulkVdBXF@x<7UiCGgoq6&Q}2t18E%kU6E3sV8kQM~$Wi~tpM%RI0# z#46i2iNOP~<-jRMBQn)eB>>;8VCltlzR_AF(@`dax$`%1+rsg8#=+D8oOZYsPgWia z5weQtbnIa$eg7PIWnHkP#bxj2))>GzT^$%LZUbWK!9O{0CqRLcaSl3aehf&PsK11+ zI@6AjDNsq%PC+hEMrY`0hZmm{l6oq|5d%Xc9jv?i?7`U-VQP_Fv15gpt>NRN_tA$$ z;0fpF)*q5R-HYoo-wiFd*ZhU7w2^Ylh*2b`rz{F@20L6xJzUjv0LmB=7OVjP=A>LNM!B)ndPpwGY6<4H!) zf!WD4DPqen@XQc3t!)H2 z+^D+;q~qJ;!IvrlA&Ds%iGWPH^F?f!O#nB8u00+^z-2;7fPbY^uPvfoX;X=zbK zw-{uQy7%(}A^R|%K7_ju$|MGlb)jSD`V~(zO?THk_+DrqpVo1k2?Qy}RfSTN5n{O8 zgmi8URk-8Bv>kNy=|G43{KOIINx<20dOw6SlO6wUhw1{j)D_4X2vO!hhlx8Gx(@@F zlQS8(9KhoNwHR_<_=WENWmF52f~07`5Q*?/yvvsC|gO3Oj+b0pN{tt5LN{_yoK@NA*A0$c&NCm z&{ST2XZ(E&(j9bq@`F>M`}_*_40b}O=9K>U+uJ*JPw@BtS8M$7&C?-YAGiI#zDIY^ zp7np);E$h+x%L0!Z++Vizg9FkLj@2+qY|8dAC9VkH!)W423enPlN&c~^sBg0fBUDO zH}@gB{P8u!K?RO=iS)FBI#LTZ8BW14ISLy%`5KJ^`RmtHM9g*kX&0B89J_zTH&tAP zaTqvEjhHS?6@eQAHZfI@b2Rcj)`|%~h`LyT{4`!T<%3gWlu(Wuw`|2-oaUt8xUn94 zrwOe24~zp`szQMm0N*u>B4U1a^aABaTHf8h= z5)?7Faw9gC&8imIk2Y>uhy`fc3x6R7jTA5d)&f?VKykpq8f)GybhnExp_>V7JA-i@ z6@0qg!lVIp5`RmKfGT~GE7SgfS{MpMorYw_FLL(W#!bKfE{Cj4Mth~4kZK7~JPI>N z;?BLe{O!g`WC=5nMaWWT!t6lZJHP>X>em;}3-FnpL)pvX9B+vC#m)%axURA~M!cQA zcAOn`tRCcU;G=DCf(RQdxjG-Mya0P(BXXkB{om=n70Ns%aj#J0(B)>tzmB33|6ov1 zAnr?m17b>q@R!b-h#X7wt&6k2;EuGm#ZH2C4Hw%e^Uy%}s?#=uBnR^8WltmX77dc_w3(CZRnk=-04BFQ3YSC*iBMbr) zmw8k&ObTFn(;7kd#X>>`mcol~#9&nta@iT8@8X3ju&qz4oc{1aa!(jw5OL)>|MU~x z?HhgT8Np8n`W`CbiR zY4(_LL6&)1aU*lMwxy-TkQp<)3IMx-k{<3q)Lml#BV9)vmoF?6yi#3&8NMxxIPa$n zIsqBF%ihOt_(*q!bST4c%*GNRxj0bHngj@0?)(8`s0_n!>=+wM0`#ga5vcsFoBsFT zKcZ+b7@#~hg5_(%p-N;8>a$#)kOByE-A8aq%EhiulzRAh80P)}^dJ^y2~Z}a{H3O* zPEJmeV`7La*o+J8x*|Dr2iS^~LU0I5=>1M!e@#cM{mr>`;|_XDWa=htG`frTT~257 zt@}y9TN!14v=`}tk0Q<&v-O#($Bm?YLhAtkj0|Z$v2sKThGJ_5YZMxiM>%e1BY!Hh zTiX?Bae?JMduqSOE%9LG)f;Ue3lb8?r?tOwpa@(xi=z6BcJj&1^cr z+mZ{7g102H1Ys`F>Ks{c{{$I|jPnVZ0a1(I>b?u_aTEz9a*PI!tMGGOqKsmvwg75z zR}lpfW1>7lLV3dNaQhoW!lmz=1&@XX`sFWq>o3ZcXuhz1Uq8BpiJ3sWEyi|7Cnuc8 zQ}s0;K2)MHW4auzU<2)euZ$@Msr4`#kCk zI&G+oAfne^RtVtr30*3%7X6qN_@1B}69eHojm9#VaNzT7c&)Y8P2qQ~}B^cDm1OQ?Bkw|Do$< z!|0py(r6xc6_mV2wEQ#ZDl{swRrZ*%040%ANJuk)GX!vigBs?>fFONsQFBVCZHe0? zO6s2Z><&;|YT6K`5cfERDIPNi?_RDzJ7===Lx&p&0)tTN@EbO!>y~m2Lo$uQFP7y? zCMM#9fbSR!E9Rw|*^f##jZu~(j!Pt)!nz#rd6qnTgpPcCwSUCQJZ}b0$#{D>4o@A(b9egX>i61W`A1GseUA03vIY-2jT%JmJOAdFzu|#5 zSKouf_%MKZutoysFv5#(KKEIKj_#Z^7~n!yk}&qt+hDJe0TaTmQvA@Wfc4pJ=0Ysn zAfRA=R3KI;P`w1*5WX4Q3PZyjr5@M8K~5`CVaP~Y6Vhve?Wii`2PqJ4yx7stfMC~b zwt|HcEu{TSxF3AKV(@e|WPW;n=4V(d>xQ1*&e+SRcNaKnJ98;H!|2<$Z$FaD@2ps3vIhdHLDv9oDcY`~_^y72V{xI*~FMx~=r$=e#Dzcbh zypZqW>&wowQss^IYpZT<@PE@=dcfHVF_4@7Fp=B7Wx9Z`1{lnNBbS_hhsLrQ_}@gm z1e}gmu`4Zeq`Mo9%5Dw}XZXdy;lgN`>>q>tsNww^C)@Jg>l)-F1DKA=}fT;xvOp0f1=~v1#03m+Y=O0m`v+4Pl1!HDnWZ=A|T*m z>+bFjkbA5G~bqzU~6hiR9BfjL7k4us`t z%n-Qq7BtD`s)>bd;oKn71mAuh9o;`JLFkR1qI7XU5xv0o>t4zUva5n+Iv|m!k3nr= zLJ$y+k5X$m>XihN5!L%d08!b~Vcyaw775b=dbi&gwHlZBNr#Rj31KvonV>Nv55dfy z0Q$!>6Sag8mKhjn#=c~daCNNzm7dO#gLG89+cX<;Locxt#^_e={*%U!$*~c0xi8ip z^424TFjUpC2$r!f9z8jGKjK<2GhjK$%rr&py(sl%T%W~X!<1|*y0Hu?!YozQ&Bi{ zR$UQ*%84-{4pi)#teoSQS@b@B1O;ih9g+`Sua9@53x(`Pc zaA}W57ykxaNK#pM(*d%&dJ3R;8K98M*~9%!X`VCA9h-p2q!;*sj5JW4e?(i>K=fS% z3hnr>Zq}LotrzQ&^ckvheJ;l&%(D1myn;u*Y>HR*-Kx1YAdVg=_fNdb{Q$S6rDv7DZo z^2$l&27(Is?t`9zQoFaA98Xzh51RKQVv~xlNxjk?_6gX~j%l|e+h(AJ*pVhE4`xpj z?DEx{F64P@<1rksChkgjYrXw{^#b6NdAe6)umAd4C2O~Ndv0|)ISXe!sgm;vYg`Hv z_;;Nnu1Z~zj5#4t#{4KBZ|=~K4a4f9gx$RTlRH=&&{g!7q<5vOJ705P57-S^XF)b6 zCB$u>j5#@MQdb1-XHJEf`%zqcwRF*5&K|qroWULJ>%Q_~MZ@)+q#!xjB7|WA<`5P7 z$hvl#AGl_cuODpPPWMfLoF$=sf?#|ARdNm(^4JyZ|A$%L7(`*qP$bqAF2!ncJS`M3 zZ-FoTtgPp7ZV5T$b8{a;AX{vVjGLu@f|m;>vh$=P3LsMo2=PXA{6vc@Sh|u7Ji!!n z*vii$5$q-iOhU7Ql`L0~z>df1y8ot*lED;AAXC)R{Se(T2;x(3MhPlCRYKgTm_22z zMAwl*kUg5)jSLKd(<8-S$*==jP;&0)y4%wOW=xzvmxm<73)K%L$pjLhr>ML~^6r&R z%Wt3GkV&>L(w<}h5p*A@2txsDBUn+%L7kX+V62Sxy%wTDNKimzwwG>D`AAR53Ij7q z-D5yc1p6=;fNOoqin1sLsw|K6xMV6gs7};(zgQfo%6+hZwKt!bG*meC^CNFmb8V-- zT~g}iwO{vXP4FGg%*-bg3R&3B&=4<)W}16^SlW@ymz z2jKY3DDbLpsorQUq4!!mGkgw!2rjk(^$LfcMBxmM0f3#g3;dk2x;YNC zOhjjAhO+6$3MW6Z;Uyf^M%pa0H(T8sO&a`5_vpADg0qC2`emBG1RnM+trKT}f^v`t zh$5%=5l{?d3iRR^8mgIWu{1pxjhDqLJPR1biNyOoVm~hk;(pUUPK3JhuLOXCvaRN2dZNc z(@bLa$p+-yi}m9dEZ}cCiRSa}uiT07GpLljC1lRG$px&?3sfEO5x=m(}CK z!mUZ;3B%Fj`nDiRT9A>5FJH=O+8&G(kx#yq-(Mfv2j2aEc>C_KsIIl&ZI2oyu~#s0 zKv5JMDoTr$0i`NUngSwVK>?LcV$|3GM;O2|sDOx65fo606#-?GDi%O#QlvMf-QT+h zlaq75d!PH)&GVe^JI5q2v-eu-ecxYO6;Y!Yl`W(fdlLqXixiJEz5rLF)DfUjfl7Vt zx-=XE5m|cI$f^9G-$`xrT}9!kBIucMhqE_e{%f-%V^lI42eB#IZxu@9a6T#uUT3&(4MaetMc99 znLRLL&h#julc~I_Fx}G=TI`J&2=$>s_d_2Hy|p%|5?y=>I&Y}efW#;e)ZYF(VtAFr zDP4qB0#ay-w+3T>3xq70l!?78e1?%1J?R~Yo}vK(=n{#9O@euQK8QfDAg1Js;x9HK zTbN|mPSpu8o4tYtW5RnSOr0mRcjJS>LbIXNn#`rd7NF=y0P{2~bj1LRT{8H(klDC8Zl#0>DL9r0ywL*wo8-Su)I#&+;)i^_n~tY?~fV2+rj=;^GYZ)k=HY=c&)s=WX|CW6&|uEiA!S;qI-KS`*M$pQOjv!cp9b8qO01%U!C`;EfqU40u>Af%)5T_Yu8eoI+;H?B#42$mW16X z>_IXI8OD5U$s(ZBAAx+LAKgO-KeovV$Iq`O+03j(Gjhx1{#|$iezr@+EJ>4K3IZ`- zc0dk^HsVTJZ>u_X%2u2lKKipx4Zd1KGVmjwyTS}d$heODygpOM+g~Lr>z2rus+@zJqTJRNYkiG-k zn*fp%?F)W67K_1l0C{qAQ(y%$B&VBcT zD9KZvAB5sps~j0_(knYK;O%hAfKLzoOv0EaC`z zR^?qrahS%RDQ9cR?eycIJwc!J^sUtGyzI8r&pq2w3Do1QL-DOM-;RXQko<4u$0?_d z%2(bUv*E~l`3!mg1H zwC)oQ!G-wO=pd}rEq2D#{bw_o{e_4*yhzrZ6cfbWfhaM$<4 zQ0C~hbK;6dm;b*ts&r}HJ0+yeKugjVCp9Hu9e`|ZMLJen8C*1iD{x*j-tf*&$uRN>r~ z0(XzUK9PNn55m%qMpewF0&0$d^c!VkRws8pad%l0)OR&@5h4al>0>QEGG*v6r2Ymi z*>0|$J9=M|_0sX$r$IkhWkC+kL=$916e$EnTQ@9V>rW5gaq>?*iP9>L}*{4jwH(2O1vw04pwLwuo)A_@O z4vnho?&-;VD-{t|ga>ex9>8goyo|BnNgXKa1`r;HOPL()d)J(Rdcy`9sEBE-2>O8m znyRQxM%); zK^*z;aIn;2r|?4YqifMLla(jbTDKJtqYk(RYugj7^+tFO{+&9s_)BBTVEZAB-Tb!B zPL0;p6I|1$;!}WTo%^hxVoiW?&&cLkh`#5dJ&3p7=?o$Q-8A0{BP&ih`nsW=v{y+2 z$AXi0!G9XOLvr3__M`bCwfHJ5bDz;c@S(Ny_U-^mcEL1tjm&VgtZ!njsmHjAul@~L5eW`88aXcLEK@t*+Hu8EVU{ip3h9>_hM*XX z7ve}Kco^T?{Bix`*fP3#0{weVD}7-!ejD!jhhqB^ONlVD01l-A!S$+*erDWK$Y{;T z^u$SqZU)N+(^|l_T#NzRp>N7*#oQnxwnB37(vw6PF?e}s8i{8)3}5~%SRil{#u7i= zEHZz|l2^9b4meZsB%z+t;KwH%N*ZiAFSO%Z&B#tFBaN|d z5vN*U2L*)f>+8pNvNRJ{*m&eunB?}LrUIa`sq)ZN>+O3BBMljuSf>)vpbZUs8(1(n}mkhP6nFv6CJM)v`%=(qIh`|FsetA;cJIK1elZ(1^bQk zm-kKhu+J@*O&7NWaFcOM0{KZSSE;A;CC5Q)N^%E)HJbcs zyiXoNxCLO&d5!q(L@Yc!Dm79SV=*A)e-qxfDkd|16nFHgS(YWDMQ%qi07wwp12ph0 zAW`thQe40_!Boc4XGNkYXWi{fXm^W+RSqF;mtly!MJX^)Y2hi;%0r>QiiN-9r5BD& zweKoQ`X20GUMq5c`8x&R`yZ+_e0MK>{}V>F;{W#_wH$)4lG6J~I0p|i1_fjdeA+t| zFg>;c`SmGt1>HUIhcqzK6%-}akd(uvbskQULG9w!D{HnR0%hs`c`z$ued_!^bc7$& zp12%E1^sCe0N{x!IT5**xHu$YHsKNf@z+rgv>Y15rY!JTB>B3m%nYqXA?6g)HA3iW z!gGX~6YY==jx9Y5>Ergnk`Rd&h%{w198#7E##&uaLik*-LF7kI*owY15^Ll$*czx3 ze5oLz9j?b`r+P>~0Zf_HLv2+<;g=tRDIzL7*y9#e(Wg&0f?)KPd%Q}DxN^G7Bi>3K z^$Ybk!u;VMON+z+c|es;2XiX4yfoI(lc4zrM-3)rZlz#w${hTnzIO>&L=&Bdvy$is z2sM<7zM-GNIwg*fl5eQp0FR!BbKUXNlhKqqjtPB9!sxMMNtQvQg?rn}RRmwqj1Cx1 z6DRX4Xaf@=VUOGgo38;~00unI5pidWOj5Q1yC9_&X{6n8>kQXLMkm`r{*g5X6k4_b z8>O*ls4fgfo#Sf~^G}b=#GMcU;M1%8=taUlw6Y$s&vx{W=Q%`kg5li;H6T4pyc$Xs z$ABG<*gU~ackmOw;Mm&O#!_boL?>IMbffYmnI)eDwDp9;8oRu@D?Hf$ex@?122+)` zs;cVQxo(T0GzCU*9#{BOZ0VmvW(&z;tla?xvjl!uQ!y$NX-aTJYtWMhEJRd0h{k!lyEspkqCj$>Ff{i~ z{!1c;WL*lf-Hl_Oh!y{c|1Ov(-PhNFRmS5GqtduCy|42UhiZ-<^=LO?%B=_MMaS+zYpzf;B7sh{%!2|@d$3l zCst9jKX?%OIIo)VUAS?PIVx_SKI(}CTN;jJF4QS<2x$HaM!z2C?gCiM zu?Ec((+IzU37)pJ1x+gI{B( zWtp0qf5SVJ&4oDEc*tnXom2+E;6MMe*=lL}0mI7*z4YeSZxD)6N`x*n9!p{6I!lhq2=Nt%#JH6P_rF!*9Jr2W?=0vPv#w*W@I9wu z0o%HR;3Jziml)4QRp>?nIKVVs?oK~nrQM^cda35A!>UKtMmcHY#*EQHI0WqS3z2(( zZcg6xi^Yry#rQ2`^S-+w6R@xEB!s5k!YH4Ks?HZN2te|XyarZAl$D3Rp8>gHj9p~ErZ+F$tZ)XaU^q<2uPvJPlCXg?EDH=lPU#TrbPgkXJd8Y z-oIB6pLM|epZ)On7HRz8=3bhpAkEk{|IDnQ#ZsjAEOl*Cq=A+kQ}{ABFp40>aXlTq zk_R{}Tgiq;Kn%*;J&Kt#!V+TB($Z4Q%tTp66>Z+I;WJt+-r11fVUgFs;wuJ2MP9qe z!@%Uua{!+gy^^Y1;{%fYa*m zpCU*uIb2L+uZX#U9Lg4Mi=}t>;Z6lYp|G@V(DxI@{?Y}9ToE3ab+$bY{LMZegzA!ZU`)N8}>9cSvZNj@A!~c2aSz)VlH4MtL=L5)lts? z%eWR$?+OWufbiXfGO!tqLHvCWaAXLqrU|PK#+0}pqqKnbP#76$j1dQ9zDE~SsT1x1 z;#Q3G@+*SxfRGu8R<>a@8COs55}O`p(JjjJYDGo0g=>j0U`p%T>g;-FJ;4=>|};Ps;a(lhEYwE~Bh8EUE~+o$J_bx4^B_*!fZU z2|l|i2Yj+G5IxKo7VLdvI}W6V;ef0|U%vD%Fv3WakXTn&*ByO(GSN?AO^+Ep`Za38 z#59p}^Ad8nZ8|*Pk%tKTnyz|!`#}?CYIqzg62Ckjwe)-lYg7{6flOA>{aZmy3bi>n z2PmxXv5XNYZ}6Fyi0;4i1%&AJ^73-dsi}<4W2|6IUr|84_n^t)x8i%+Vx#dwQNb7D zJMo?Ht;wB6NqDFZ2HEfxhvNL>@^IPB`p1XKaEcX7a|od@AN!nv+@_#g1nRP1b-25! z!jaLzP(JDaGI9dgd?{o-0(sW)aER4go`JhP5~nJ;$tZ#nJkq(>H$Xy<{Q~(CwWT0U z##Nz^`iD;2{AJ4+oLoFhxe;tE$Q)<*KS7k|H1@=yc2Q~+%83?+DU!35M0Ej(L?P0r znFlX<1-yjN3TGWUKyZdaENxnl!B8Yqf(zI$t*8zp%yYPaZuIKWy;2_G#tj>$W#cf8 z#j%?WG@Crb5R&uuV^99>(eq^$+VKyqP|Gdgo`}b%f2os>ewaAP4ovaHCtwZh;v>-| zQgk*`xyOpPdUFDNId-57w3yU~QZyhfA1KCb(Ws+JUZ6`FC%?nO-;OOo=N1Kz)7=1| zhUxYWIt=M<*hi_{rWWa!-MX7O zr*`5!8$CEmLHWeFKY#pqF83QyLe)r;?f^kI^xw>QmUfW!Q6;P_tCSS6z9%3c)%hm&*d z+{@KLKM4;9ot@;<)2X5BdLbx~d)8U{q;Uptws zQ%x}{y$3%KKUjw@8EpMUO3+46hYWzFre6lo?$S!9vI^gWxdCM*kxw7J5UCbON{*N) z%y4?#L{57`BBv=zUW?p}yL4OS#xE)q2TeJg4py^0n1G2Lg z*DjuE87Ac8(b-_9oQOvqSZ|1=i>fkh&)@L$JfFNd0Qh)4uEKUj;4!)L}ShtMo5S&Lu+%L1vjl#~Rn_763QUIL52J?wtJ&rFRh!$KO zH2#T}SrZ5vMtT02Mw>|XEHbBV0&S#XfwSDA*HjUDUq#%6f$j8~EyQ@r`lwDgKo?w^ z`+no;%d?>*P9t*)(ONP+Lm5?9!F}lubE&t6jDS|^x^?Slpa!ic+#O#7`Vu=1;VEZR z7T--r*Sez)8F>qHzr6<7$|y9^0S+L^2%G)siaO_YWE&+rD+zIdn$P9-jHK^s;0muG z-F-^wt~k)t3fxVJK5J@1;0fS!RUWEK@$dsxxpy(C-CthZPRAZrn%~=N zLl{#A$`@UfadhL8EUwVt1q_3Fvdh|d%b=J6)t z3QpBEVIx2(distj#&E(5Q3f}F6#PUN9Z)BX`B#PrExaxqX90+3!k*#1{Yal4p^V6< zRgVgB+(b776QK{qCUs-8#zrWH>x2I`Ro4k{t>wHHouk3Bs!0^z>Si4+||$Df&Hwdp|>lhaZ5{(7otu zb#O|+Q^jRHRm_|(Kx{6eho%9L=3a*#RqZWy2*yj;HO=ilSsn4R05}hBh)=12dAnOO= zVAx0I5!Urzv%t}@cLTt*i7qZ5Laqd4$rB;D{nobI1qAw%0~udqA+m*tJwrlfBy_B( zejCAjXuNjEhgi(&G0X!n`~kDkCMN_20-9II%!jk|T%rlMOgt`J%%R{M&xxSX>`x(> zoXv=yqt2|;}T_H7jZt4B4ZAj>J!05bCG`ZWn30wVZcA3fV-4!W-5Hi}lnxc=sM!w4q zJge@9+S(k;0Lx#`t&_`mHr*Csis6S+hAuQrL}+{s)~vbOm23VGJ&r1 zNW@5&7yzle-MJli^1{*JiZHS2ydFhg`PTS%Z-BZ!&)l;<=s^|bOv$_4!VB| za?N*bN}Y#bbb=`{RwZIPl5rYy{2KqctTgD|;N_3>$UE{hVno=3~vSw)N z4?is_2Gq8XkF+OzSMWg@^YIM5{2qQ52F;ezXv2JRE7%Eu5?IMv%$<#sUDk z%fM$cOx#R52}6GdAqPQxAd(Rlp)#N&*a|_)=F4Bm!-eLJbeoj@4O0ft*L_96Fe8Y) zMOU1S(TK*5`=EbA|DdOa{*jOf3QRx~KOf5s8}%{<^l*eBKZ{JqnUmc<@aBG7TvT1} zxr$XcfA~Y~^p0eIn;SQ5Y!*jsvkgnG)#kOzHU`7khv3YEHyLopyt+@ z0mjchBy3su@`c=#b_$+w=R zf7I8qFx63A^x%?Qitoki^DfrBvPM$6{(=hq%?yoh)gvl-`tQW5YuzIvA}-F7TNjyb z9GbE2_=->dS+@NdkNGi^r_K!dC{(%@I5BhE#~W%cZKG>#5DGH__6Ye!lPrGow>wT6sZ+Yt+XEA2ZY25gIHzq$+G|hK1D<7n2)ER)%qhFaRMx$( zlQZo9Fw;Tqe&s`+*xls*b>#~tDgCYxuO8^I%5P{~ICaK!cQ=l55|eQAV1kPvvJBM` z=(t0S-CC$9pFG(Bfrv2zvWjKga&g`Dst=AAz(;Qn*O;w&U|5{u+LQ8TCv`G7R2i2G z6+$q7*5WM)6~re_458x$g@@iB&VRew2Vm1Xo3A`F+cLfJ{HP(!^K8G5;>yAyWw5Cv z366dmO?oQII#{qRskNsSH?`_P5#q2<%<%;dMuVVDu;MW1)vIkECJ z4O6P$j|*cO=;2V<5ysZ@RYyS}acVDWei?4>e&bL1Y=IX{RfQKglJn-(108B^`;Z~A zWk#bm{M#98bn!EVD7$=^?qaA#$4N{Id8%V19>+}GpQd=!%f?E$LcDG$GvBLWiT+%% zN8Z@5LN)Ki_R=a-7}ZIz*2{Hx%FVZzP|7D!VSEs`C@MLtD0W}U!f_qIYPAEjb39MM4f9?9S4VwC@ zdk(7CyovYlm)d+z%gD%9(D|@2?Q}-UQD|2Os4g5L3~a5`PdyskeBCwb&c75^6MPmnPY;z#vUH; z(0D?J>70aqyRx!!R^|mBZ<*OB^DCp-#p_9mM_hAqjdFj1zh|}4B^{q(HOx0T@*xaw z3K+(EYW46?uLDV@@NfbtrZ&wI6bu}&SmasuQm1p)*OZG1d-v5|EXfg6NV(tqE52&c zmAS4Z`E{U0=07*~SCp`MTaYIoAD}pO!^YYhKiFxy3QapNE0}xXOIbEpTnt+{Oy!~F zp^^*OA~W|#xrOZVetL6V*qDo}Yqt7Fn}6xLKT~i2wgTT`fBwZAMOTb$-q;<(?>^^Y z6R)?(G&*D5?=$3W{xni3c%P?u`Ru9uSLr{dH!6wWY`GfN_GkdhEIFikw55ewVA~TV zrdtF16jbV|S(z5Qc5%2E@Iqn_j9&6b{$q9lQG_q`=e4!9G=&qSQSFphkZT>j1TUPW7gNT)&-4d*%*k*9(5GCM+ zxi%(m1{cfY5EDRfbo%~@_OrrI;9OGaC;0`gr=Yv3=&Htzn>V{QyoZ;E@RZO2#p5$~ zFOd`*%4qopEqgy#Y^ayq;lN0o_p2vcX}-bZm~+G}bnP4m+UFU`jmb6Q1aeWw3CiCI zZBU)WK=(W53dkYsVP~#DkkZA73JYK!@#nSh~T5r;t6m=A_SeeKh<=2durDn)1co$>UR?&T zB?^jl8`!wjR8_Tb6hm(oU(a7Mal!;jqm;?SVw=w;pojmc2FDiV2go$NG+2wfr^W=& zf7S3)^|ZzzUjr^*jso0c3!=&eIBEwDQkPyaT|)VRe@EiBxLb(N+AJJ5u*51U;I_}* zoT)}Bkc>&;e{L2Z?$vv(VKkHWTgk-3mTKa|qdv|3FeIymmW}xdsEvrGSh{qnnwna+ zOqB6Hd`d$>qcj)QYrBg}N{$&i&D_>f%um(d=>NJnpY(Ds`GtLAvN-opf|4k>027iO zP#grsq*PxdAqiFsZIACtUTLpbh)u8A?8u zW~&c$phqRJAkL$3#GRh!Hk21a8<%0;TLdhrIi;1|Hd0%QUhtVICertTUf=W_=wDnm z6&JyRKIiJVxjmr7#lXNonWhqyKI)b!j|$xqq3t*UL(%rvLO^l)?AZbYAb$KX?qNM% zs8t!nY9r1`KUT~ZFutCCibFE)UR)cBzqr#9oWq6y~_5%AvjVei<*Nj*mA%2k@ZgupD0(o@`v(~4ena951M`EKf_Qyrvs@xrGlxd!P zAzPrm-n2Mr>UEjuV~RlroidZA?Wuk1#cA0-%)s*Gl1zKdc3p3lvOgM!M7F(;!VgTw zz~Cn=wZb}L%$7zs1o1EKwwc|Kg%Z^eu-Pa@X^wXHaGBfd11*w})8X1MgC5WjCPuX3 z8DIaw&!H$)h0if!VvZnsZDM@Fluiq(4uADtZ5~~D-sI7&$IyGX3jOfD-5HhNcIMIV zUtNq%K)EE85s9f03ix<&*M_Ay6U$TV5Y>GZ@Af7(6U6ouRM>$75v1eRV&j0oz?(ZAiT`WL4?b}=zCkroLdXnFLaA>O;_xmI4myDl_a9Pent#AR2;hx@x{m^Lh< zHf=v%eeuqF^s&CY?!Ou4#I%MFJSgo?8xb5-w2z;DU`Wzp_V8xna@oc-BNIgJ z=FgwsW`MrZDRcIb&m;oJ2jSJDH|)6uwAIiXQCepA-XA(s>QcWb;JA>;JJ`YVfm)DC zNw{yg{Tym8=QM4RaUH3nH?(}CpW@EVhl6l{@7#=Y+kV{PAK7k%88buok@0WyT{WP& z2g0C-Zk1G0)Fc80dQI~LkT9jp9?;v7US3|to_(-}bUj|oygA3E&FAGn*P^OZA~~iz zoQteF+AWP>3y`yFTediU{RZ^D<8z45EoTS2VJkCM(0WoS4K(VU)sk(gUOdX{!S#mG z_v0TMzZ~!Ull^fVBi~y~lpnmxG3)T->29bi%ATeK&(A*c{ueIEgaDj{2$g!aKvY~X z*GGY8VFJOABg#+pYL8-*BhGz-A#Z|3pVJVz0h4FWjKoK*sqG`QQcdmjr;3UW;Oykn zbg2ysIP?I3zBB2HJOBgCR&smu_{g}`CvBXYUj<9tOBm0L`Sn7M0K2kO1qXC>Q}V^x zt%L0yx_$i~hPgUt=`SxP`^ATI79kVr$Oor@KaL%{Gb)A(GtACXurg+K+ zAqxT&n*NXGjgc8VnCoSC|hF3*Ej#VcQ4@x|oO_;AN6?iKWg z?9E1mcig^xo0P!4_SVdpF|=rUdQh_3-#Z8+kN{bSIYdzO02g+BLu6DmYB^;Vt8uxn zf&Dr>sDYAiad7YGNt15;*cFe`;Jfzzi^Au}n9C>P=QW(gOtx0gJlgoFAAA0JExbId zdW=y?n+rrLzt(2wM==>Qw`3h-8k(>lDc6e(N@NKWmd!&0mHWc8@pZ^a8ixi!1YRgG zWx9Uc1^Jnir%b6nw`0^^;ozBUd?&~F9Gccsr~|o!eP(X}I~p>~Kt%yQ!*W7=_W;Tz zdXr3|6?9it9d7U1uA{>v^$GHK4d|^&G*0r;4dRU&@`ggRJJ4M$T)I@7OxDS5CE*2C8$3Ja~~ z9&B-NU;G_4_u)vwrl5;g@%bsBgM5hlldJf%n!X_Rmm~elFTbHP+ix;8ZZ4LX#>-<& zxn{p0vg8-Bp(-BeLPz86c}F0*vgtjaMTe%_Jp3I1j>X{2 z6F^y!HM6Q`*REa2%C(^t4AkO0ht#K5clrcN@RksQs|9*_nc11sr_o`!@w>|hG`d6#dS0(G2)lzQ+$RY&L2^pbXI!mlOfUHEKo|2vd z14`Yo`=c6i&^w|-e6EZKT&{S-Pf=G_cae!$r?pPW9l&<{B4z^GHr}k6RKb~Y@wLb0 zHUHGnr92v}0)4c(V5TmH%MlOeSY@F-q}&#p%J|DLFLx4sVp2@*&t3wqIt+PsN*{E2 zbnepqhX)THB)Jm#VQ~%Bx|f&CJfBaQK0Ttn-SPCbC44kH`8fixq`E398BU(yL6kDz z5?YB(g~%+RO<@JdZ^H$gUoRHFLoWeA0d7H8BhLjKVR;xJ8lt}p!Q#as+WiODO87ZI zYDbDx!^?#Dn%Eb&eZ^>Cl3zy943nXFc&vlqhcGD?B!Bw!X;p0>_5;wG7i$?y(I~)_ zkHJ2W3Q&}!b_6GJcuuj7t}fk^qpIWmYY$BIE3C37Ve8(6pa>%Y$&%Y~eeMqQP5PjX z4qZL~sc9Xkr@Xv88lcdB?*U3pKZ=M8gn0QhiFqv##4(pKb<0B67^4So^PF~?N%0jA z#AF25KU#wUY2)D^9DanW)ZSz4aeCt$p3Bv(YKwPrYl^6C5EuSSi z-JWiBK9+{wV+0(l!JE)G>ehLSI^s;5k+Pblssmo3vl zJELc5843n^dGTdTsUY&TZEbH+k~feab>1!u3xbYq0UNkfp5GjAJWA!EIosqex!o|` z;4d-dmA^+=2?6{X8HuUlshgjgE$UL=TNKk&QfG<5lUB1o{|h$^3a~u74-7}>e57q) zkzrkNgDG1PG{B{*KIBp417#)Hn%+dvFePThC44`;XT}g`$nxX{XT|B7U2dOF&4V4$ z*Vzq)m|3JSwBbvB482PLu;DAX5WZtB)gm*dz>8pF$T25CO)`dvfYW-QWLs z7W%!*tqlE{A0yVYG`Ydhw{1?V&!c(1n-7m>-^Fufl=b^PaUsYQH-yF^j^x)T#a&c2 z6FJtx z=qjsgt_*2jb>W07Ivwil754D3r0AMVUTAu6m26O^EW$HTIn{V1day8gb{o>W-SXhy zTaAl}QUl3NrY9bcr*LNobJyAkt@43o$qhD65^+<3ojgAl2T)8!{EhUB;* zz#qZkV*JfI)C+Y>PV2WqJVx-avn3@ZNn;~;Ka#n$EV^O3!>2%W_2wh!Y!xBH+B-eV z81p08+>IylZvHIXVT8$QG``yne79QA=tZcE7i+rE!x_`X8B?2n@RI%yK=`V1SZFBS zPP^C)MnkhS;iZ;?jrz(s#k|E87jPG2M@>Q$8gh&zIh@ZB z(@=#sAz(9#-k5CJa+YXe(!!&27Pi7sP{ZNkH|IFHLqvgPzI<%(bi0_u#gO3f$mVe5 zfP~k%Afrwk_ z-AQd2!8HwjK;V<1vmuu>eq@^;j5 z%{fyKj~g6&CWt1l=gL^+XquVlYx7&peOfAHqT50tTD&Kytj#972_QAa_E+oax>{g1 zSIe=6x#Gji$6=nb_EWr40i^adIMUWs51gpn<-l)C5R5I}Z3ZXSsELna{Xow+(KpPt@{N-j!iuww#` zqYE$q3UPQ-NxnRJr%={vv46DiKEsAu85>_l-v2GiZGb`}IjsrPab1464+;)lYDkq8 zM?f*%kq)`&cJlaQjy@EH`$z(4hu#t8$sJ}Fle5|sR>C9qn2g;lD>BsnSJB*)+w$p*EJ^lkk!@V1X+I6b6?r#- zE||2rOSreQNsT}!ZUHt7%FMyZNyaJOii4k?$k@>`#5$wc?4YLep-`*Uqr1|@-8AiB z#3-Yj-&isplf6E^5LNQ>G4t47vB44(GO6!KZv`C}#c%j1b_U|cMEehkWQ-(ZTgawy zkRENJ*&V5ck-)uXHMv6y&ZfjeYJhW-Mia6=Bqgmruy^5D>L!>GK`1x+Jxj7c=X2OO z9ohYd9(dr8i~#R)`plVpSTqhjK=A5ft`1PaJF{XD#mFy?J&emosQaZK43g@dD`PJ4 zZy>jgq?|;3A`FWzZ#8L4h1n#4gD_6HOj1JWV*k)32BD#$v+QW-u80W1K%)z(zrU~V z)d8?*jr*V0;F%0qsj+J_V_>x$Jsk5@fL#W{(cORkeUvzB?|89XxCb5=N;-ss$n|9+ zTCwY-mVp{;8`{ac{q5n(wPpj~0#Gw!A(~XoaZQId<)Vz3dKY6U$<}7SYNU(H=vc=@ zaU(R812LN#p3m1ZhI!Z0#m92KW{OD z=9xsHcrr3#5lKZCBYm2XpV$hkAzKGVu@oS~SXMn*V*Sk?tro%kc-GsIzfgS}(w%zm zwT-XnUKd>6!6{B80VI}NWJbn7-<5nS=xB)wuoWjyp6u`JhHg&2Xcc1afQc4j^zH~( z?#o)g_M60o*79TL1ouSH*RuBue{i;k=wi*G%D?twBz>V1zK{fbsO*y_PYy$MiGW3e z7mA-vSNm$A@fWz%MabCEk|g;%U4V|2zg)Sx3F$sT!=6BP?_y)k^wJ^HJ(8-3v~%25 zx;ljrev}%kptVUbyidQPu= zWxui;XwEu&| zvjx=O*4=@R90o!9O%TeE2vs?ic|rvH!gDcNikz-LPn=NWQ8#IE#a~Y2;pUWKyb2Le z-YQ(YGk4;(NsODcqM`}V7^IxUJ?O*|CNFDFBIX&Ch+=?nWG$;ZKGhTg-Qx;Mmsg1< zNoM{Yz~MlgtfB0v&W!H*{JJ8g$rBLR3TQV;P{CGL(C6gT$JQe$ca9vCEUzIpZU^d3 z$1Yt4K&*`|su-m!&bv1(Ly8d8Bbf3{g8W8}<)IQ1dWA0Ww6}L>*O%2(G%+Y|77fak z!C>#_t*d=M>YV}DjHHU-f!=TmW+r#BX%8lUX-UbAXsv}UMtk>0E!fs=wwPvGQj}pU zr#PkSWBUfU!|{Y>7vmS3MwIf5C%ArZ9?U@I0W5j=+n=aq;C`F7dIi=ux| z4btn}vQ_;~LT)VyFF_~wRY(kISz221%~&WY0y<3MK+x$+aw!%H-MAzdSmF`q(z6w4 z@Us+fO{-Oo-Q_=shMD_)b$Ji2u8;qQ*vj&{qUj6yD1Ez0M;QM9^D0;LxpdDCHxF3q z^-gP{@ZoKq(Zo<} zu*Y&r*&Z0Ed45&-;@H)scin@m2vT12yKqrA<*jZ`Kj2A)SVcI1fbfUlr_`a6y=cn} z#T_o&AVzvc=Rt4jU5Zq*7WM0SSve ztrTq9(0!_DY6^9__d?;!AuW@9ZZfXj!88zoZvp}%_x5fmDAhDHa^s~|uGAxxaNMf* zSFu=~T`rk|rF}m4{-5$E;Md1Kd3-r`y)J;oBgUb+4b^Q7vgko8$GW}*#V6U;2mg_ys~Fn~^hJVHplcv0i3dAlx41Ig z4#4FWb7!n^+{2dxyg~VDj;)p4)b3AbF#aJq9zVVw>)hqz@u_sZOWEE>#|Us11J6df z7-rHoQT6Nn<^PV~Eou|vQtSt^8wvX+VHn+u6<{aCA7US%Uy{jbA%qZUB<@EzlGga) zKXp7z+_MCQX>y;OLF;9V!4#v{we!|g)1$v(wY@mhfTJh1`XZG&$VYJmCOSfERuAm# zWqu-pq$vZX=IE_m9&dJnOnPt^uy#GEFM7Lhyt9`FFZaRMU(j~y(pPQ7iX!$|m-ai+ z?a!a95_kc5s2&$Mb zLgxvNuEVHEu?g+yq3ba8yfCJG0Q{R=9_8Iodqc<>_A>6wxe1nsveLBy0?XN#XSl&= z%95yz0c2>y83PNWlI7=4rr>6{Y{7{2Xz~gZ?ex{{D30$RA(`_6HxH~()?No$^~Q}G ztJ?O*#yv*!bkrR{8?dn*-WB>1&`vt^tQjme)O=uPEkGr}XCl`-T~ZfdN5m06pdA2o z+Rq@|DBY2=!3hZ<@$+ z-GJ>Us45XevgH&d;7&K;3EG36kHu9(8&HJdngPHME9}cv2269c;XP^qwpe3d?nUl+1RuGTeSei;C2=zQ zt^(>X%E#?Po(uDQEZ(L%Xs+!re!=)#Pr@RgX^I}_5Q3@>>~V(tq0o0Vtz9e$_k0|R zyK$TYtM4Kb?kAQ{bp=$>a`JbaV_@D>BfFLs=lKu0YW~kqJoW^JXD6g>0V~@M`wm@B z0%Zw%i#1p^^z=>V>wAF;yHxq>Pl5_yf}~oKyArWgc)um!`V?-XP+rchWx0?fpO500 ze$L>RHGo_*zBEXitS`A^jzEwIb^>Uka14}{?e}o64E6^U>g~^+Ox;>GemIn~2$7qy zn{&~$J)aH8W5HlYZv3(Gzo$@PArw-{cW4Q-9MTkHJeWurOK;*xTp%Y`_$7E1YH%S& zFq+OsxO|q4A`woe+1L^NIfD$>z(HGf0!m{^cXlR$sDrT^98nkGCF}q-;RpBvc-X117%GzDMRL&e~BEI!-;h&9;VsDZWaAmYAZ;BE&) zX6-S&2W>vNDgnLax5|;O5zMTm{N2M}j8fZj*P?UGEtYS4gwfxC7_V6p-$8!1Ji0{` z*PrQw46Chsn3J*izdBq9~w&Nf+7wH40xK3TQRyM&ab7$To~8E+3poMGdP%V^YO< zLgzt)yENR+q~p2TVRQ355nupvX|VIhJ{7U2B4N$nTjxmrz)B*dvaY-Y8}JUElRXQ$+HZVjxx!xMb+#EKI&5_9g((42>d# zYMuPnIWNpnKD4gRjdX2Zp6Ol)bbv0}<>;$o6j7p$-T^5^X3AY#S&Sc1V?w3L*^eHupidAe@j3^egmJS=4dLMSiDe_ zHkYbz>HXg#sm{;}2Hv2QuGE_|o;`a&8QKwLID$zUd=|wlguUXz;G_6I35M*AKel02 zUEs*!4)Ut{>6y6arJ}ID7$#JZxGi5hJ}Unw!9lu(5y$a`(B_&gx1n!DiYS%RAU+7I zcUu;@j(6P`7uFFsl@%StU3dhfG?E3%X|~KMUhXX+f9T22#UvHYsgRbIrZi}vm2C$D z;;@Sxirp0ZE1PC4ue5v00csI%{EK7T?AD@3~P>);$^HAFZ zC3Lg-QfCXlZO@rB%|P{-nTJV7lg<8G@lTrlG2J^Jwe@;1UyrO;`7`~%L+ftCDg|q` z59LienuFHq_gz-_St5M#+|6~Wd!ugoEevRgIbUnjGr?Lyr`=ukma$h9f%eUE z7idF`U5P({TB`>%Cj71_z7h)os@6|dvfRagozC0(b5XzV9M=+u zR<9v^Pl2_pt5RMp=lNZNT{Q+t6+R@dYju983dXn}jrR(96;u*s+B{2PONkBotFUs)2M-TC6c{M1sV zN4@Q3b2Yn$n_G(>RNTT7u5k--`ebSfwry2k$N<()Y>hF{9vNtPH2f21v(y05(7Kw>}YpdWF4N>{+ zyOMgo>l)!H>zOPDPG1nuzMu<{ipAO zvec^!f-vqPW*AOOYB~Bjm*#P8NMXvWkx1vaWO&&W&$6C*dMfSgbY&sGR z(Sc{x6rb!0`mYA7n=cySLFhkIG9Qm;Qi7NG{E7+rG8hfid+-IKM?p{kFozBd*Pm&8 zYWapIBFP13)0N$U^J_O@O;j%7)oN_3e|%rm(lSYpL_&jqepP8JzL|mTJQ&CYt zSMfZ3@}zQgF`3$du&DBuDPLEVlG+5+DA!F$L5d*pUwG23ffVCPMq@b63WkX(Tt$_| z^`xelI@sG5lH%qLgfEI4e5U`|1!|=f=FNcikX1otl!(4b8Ci56J$iI#Ryrg}z4oh~ z%l_}`=goH~96NTb1BvGK_z$7xiHPNdU|bDZ)Oi%QLR|1yV}MLlQsZZ-bGccE8ekMO zG!?^r)u@&vK%kMB?p_1=M~M+oxe#jR@hc zk;fM!^f95hvc}Tm!P?6&MPmaBlt|P{eJtoP#_Jv{hP5G(80%W3JuyKs3Cs*tFv!mv zqcWx)BGSXuQP}GHfIv6Gdp8``p!=mx(YbjBnLTq8q;2ft+*l zsx0?$9Ho$j&Yxz~#@jnY)z^4XgkZLmYGXcW%g`YA|2)~hLsmE*E-aEfA%?xzadWfO z;Lo)ZZa<^HBV}my^34Obmce#XbMKvRjCLb|sX~7%aSG|MjWMC`pr80#JLm zzyMS14&@&~1Vv6<3IqY373(S>;o5)Ndh+j$pNeVo$cL`~(Y4c}5dAXFs&Bzo?-|z; z61FAo?fXk0-X2f)$JKODH@$La6#N@EGBVc9=xwdP<*DhQ-jz{2seI6vzw%Pl6k{;F5Ce?fRllaKc8Prtwr=-e@7 zWBLk1n+ThfSQGUQ*IJvLvLmsjC#B2Q3%@&t;@wj(|K+0_aDJ{6XQkeD4ec2v4wY%ccTr^k%cymHIAK27ghhDxfkW1x}T9`jmp<1dec z&4K|b0)}gT*KuB%R4GG9IDPqV`64SPrxO=_4$c^?bxJ*2bnpFjEPVwLYfGUNqXZu@Puzx09V4VO|IzPXMIp(faM``q@}!-@&#{?4 zMn2wclb&&tM?GI|ZmZd5A1S>@B zhdmyh)((fnv+?0;otK0(1eGZSzC%CI-I0~Ac;ys;a%YUT2P!U3=9j{-#l?w4oUR?V zkxD<>6=_nZK8R)6GEC&kWuxC)eKPAG#vEwb;Qg!EqnU$-Ji?|#N^f9ObC!vi;d+s- z!yJ#yT%Q_ObT0N)5r&WmdZbNEdi*5b`uL>6~5 z`AQ$Qt!Elee-v-XhC(Q#=hLT82?r}SaVc%K*A3@8(CY(fU7G6kL*~em0=8FC|Bkx& zaN}!G=|76unfpO&45ry3WMw}YWe%Pdwz$cDE0G4`T=|P=w>gwhWIGJKf zM=?T(|Gg;B6*PJzOr~V{fl8_!GthiYrsPTluK&5|-3BF+WY&Kd@&f-*SqbFk2znE* z(U-+pEb0KMb0J%U7o=fWHJNF^9w}5n?f06*S|C-maX0p>^!^T6BEXSE8%}mHK(RMv z9v{uT{Ws7f5)0#ZWNiPBmL+BmUvb`6IH5pqvv;}x{3gU75+_Pn>F>OkUJLTpK6yV; zW?-TT>H_CPsbd7C;g9MnW;6DK2fC!MC7$c1Wp7-xo-?4$glfJ4t~8 zhh}G=6tkN5cfU8-_Dn8-4C8B66YDIyFu3MbOd;8@)L(D>Pps8R2rp zQ7E|~ftP#w>{%Ta&T|DNw29n2v&N?NknvKH5?^St{)wEHe@wqo~dW4o}(3k z0nuC*OLL41`L19=U`hdj|LIJk=ItbEZV?sSuhy)W$u=I=OjRB@G7gtC_;>@7TujC< zTl&vh09EdIJ$tAgFQUxQR( zKl(gpgxmc~mA3V}Dy^k9b*TMF{2J=iO9`2a4-XO@Twc9YLrN`l#Q!ve5vtQgE<10A z3Qx36?M28W9wKW(%1v~%5<wGtrKeQA{;32fRq8+=iX9E@lm~Y~#LnG|ep`if}Nw ze`h+!iy9`8H_EH`4%>OiJ%s=v3{9|QzblqH-5OONbH6cL0f?78SBGRTikc#snY7!` z=MXu6$6~ZQ|HdCgP|OGbMN2bxvA@!w)9rzi9URQ3&`HTa@l2K{JPJ8#(!S|J$ARx% z(;Bdy$Q($FCrp@-0CtzcjcMe7Xs_=0+EH3sc%86lHA`NgHt;2Wd+Z#4#fnd#$bJ9e z@Vk8woM@9!7`~#uF9$pwzV>5pPy{^DYZPn-&S;TYTJOc;HxSYQ?7snHFR4yRD^6~n zu$IbMS2IY5?j;M~b(Gerrh8IL5*xmjzS_wz8U|_f93k`)m#0WfT8>Q-hYRwnIu4BH2DFY${Wdx+|%2DXE<$iPM14hjnN3^j#x5e)&o&_!T- z`Ey88#iRSs1MG+}1RM3i{_(g;N@Kk+q3=QMf`}!Ygrm|xYRPj3gU2%;iC7433^9wW z`-3j5CwCzvQ*;*;sjTorga;VY!RcLuGTkv>E-ALg5Ry1?m(RaY_96*lASmr9u@0`K zrwr6S5vaWkq@$kckWt*Am^^4JD729j|D=n@i!VZqlM_}4=TZ zC}A=TyK&f*d~?JL37s zr!X^@!?E~my$N&l=YM3YKmWIEHTe(YPQOrSdDVG9F{S=X@zn(m*^GyC%vIvUFTD|} z=YMsn4zg|sUGN$8g6$1R{RYdmKC(U7E8KAZh_g}|3aMjr`ETDtrAgIDCOc9f0~%jp z`TVD*eIv!cH&HlD)*{woO$iV}lIPEd@)iGhZvI7lS#?$;U6FX!VtO!hK0pr2F}A6v zp9epR-hK(MVK8+LCM?W}Mbi_5ZEXF;eyteBg^$6K`o%$mVx3Z=Cojb{){5- z&q0oy7BJFcMSVy@DLDzK~g7^flDD8h$?JU;A&-2aO_tgGyX`B<#bzau=fj*ltsS9IRgl7s_* zA_@7$q*Frqu)}vC9Tj={4t!Xt@ElLbbJ`CX-qRW%dZR#_r22rf*ek2t+kA{e0#n*x z1n5_F1em&Tk%jpR4AEk4kd<)e{-obqqZ0j&dmj#8Lc1D*k4{_|&O$$dXTP&M&U0d@ z4n?{C-*sb6tA@Ulcl_)dx=^CW6iI9KX~E$`gZ}RK$1PlCXjs81_r6 zzA4<+s=T!BPh)Afk+FhIIArC+z4indk}#UiOdiGH4_0~WO+UBeRRv|n+{-PT!Bn&2 zf*&$$L_@)vOo(OsjIOwXS|p%ptGaqVY~*s3_U2SlkG2-VB(tWeU^TD{e9eQ2L@Z)m1UrX<#xBU5U23g-X zTflQf@vMg|{bli6u>LKf8!K(0{NRO>dK2E5)W#m?1zHaWP1vmE|Dfy!L!(iyqJBw( z&*w{VDQ%F#3}Nh5Zc7|JQHny5$@@U5ho1dy!Tl*)nen^-mH*)AO%c$U^W-b5Nn6rV zHeg1XwNPQR@i|zL6o#`0DnwS@M`23_|BJOZkIQlG-iL2v+nCHlDk(*SG-%MU&4omR z=0cOoE+iVo&O8*&k}{M;lZpmSgrbO|fs!;yQ7X;Dd#vluu=n$PzwhsTKfgcrXJgyl z*L_~+xz4qYbsWdKk1+(WA~v?Rwk9YCR)f^b{@z@!MRNcB`}cdvU`($zc&K!JgGhf9 zTLldNNV-Rnm63eNIe32gB*fvY;cBUyH}ZJu-`hGzr`OTl2xnU21JT$8XM>u?$dPrO zudjnlLx}}i+s+E!k!x!Q;{|HW`#oI5{wuiC4mfCvN87=3bJ~*72)J!@?DX7eO2!MW zJ{G%dmfx#G7FE{PQ8wkhTuMrxEO0|FYw7wB87Fk*O6mf>hvf8<>dyHt-Q~bOsdGC1`|70a z`<;%>60vOL&R=f7E$h^)4eA@UlJokctK$Ylhq|h5cn5pus%vOq8XKjbfh`Vfi~}qU zhxGS|VU!lYbhNN-5D8AL%M0Y?8+~YcL!AN$8>z7lcgG%XFWqrO_+YYqrYscopx=~K4GkVdz<0l>F;ac==4~jDNFqc%PwFrt>GDba`iuQf zgDdD7^qCIrG)%d4iTY3UKyaNzOMj#Pn=A9xqOPYnl7xAnG}nrzyEP20|0bziH2-&X zD=-$t8mKEY;iX9a64>wL_%N6$Sf=fTp?0Nj!Yyn!HsqOfa?3WZUh5}j-^dNk^1#sY zlD0xlR_igKQzOiJ4F?bTqf?cnGi_tn`Hbc{GVUSI{F1jldY;KCcj>lI?LzfS1`6vt z6B_=$DO@>y$6vcbfOk1(v+{@BQ|@!FpcF7%#3Sm~ri&p%mjGGo_z=TQO%s=^pmC3I z_gNpy1Hiru_kF!xYLOlgC(*X){qVkV3ym_zJ#d5qi+CfngUwD-I9H&C~)GutxHuU$Ps6 z?a;E;1hqk`YM~n186{+gM$SM46(gx=&p7B&4OR%-y@bpg7=lhHGz{ZNuR`Vp@M{G_ zDO)iv<9+ebXyqBg$wI^mp?+I`yI)Fo1#f_P$n7v;f8%vt2Gn44-cu28HGQ5#MU0|c z&l?f4y!l|p*pnRYS5uX3P&;4hJK*{WMi){WeZEfYl6)50Gym(kVI;1%`$2PGYiXgm zz3R`lTzmny|5l%ZmOXLrKD|VcJLD`#i2*38U}gHrdpy-EM(N8f zp9IrsoA>FdWSK%ZkbLMwn}dq~;;p~}!HQIh|Mb!^G$_tu9IP`ws;SAJ| zQc9e_L-dhTXc4_D_nxU39EX-^r%A^9hNFIJaPoL^2jRd<{!okz*}Q{%PbQ!RLZ?Sc zi~>2NRT&j^!A?z{M>7z{iR3R(=cM@wCt64ix{8%vju>4*V*sGO+y5c^h+<4?Z#M|b z6Asrj#Tljg%;aT8y|tO~}8uKv?-5-U9}Q__sb;pJk;u zAhaTMy!lUTV<&@cI3smJmQx^s3!Q=#`88(teiqTWxu>p69eL$n^|@bB04!}E0RQ7P zyoE@0%#@vTWi#8Xe97LE?pBO&mdo|+hXQD8rCa-R+Bwo_7t&0gBLBz^m97d0pKww- zxW}>F&@5*;1p+LyTo%>b)BI@HbNBdj5lt=zKa!fe70Qnb<}p)mNqP?Y4-zUV?=V;f zMrwow2oPpk_ZAH_8+=Q=B-Q$U0#Hhg7cNdT|17}lB9b`IoH!<;d0Zlptz{Lf4;&az zs^C9Y2K=XsP<@kY|7w^T3c z5>shlYn3p#)Q{bY>)joyJ5tvm$dGo4ath?Vq|t}ns4fzU;!;D74;JW^WxIk+C2_)< zvBZH*iWVJXfLT5QB(ct4A0M{jpm=-O8MGSrk$_NuX8y^S=g7nT^m@>Vm9_0jUZ!Zj_2QJe~|B$=ofx zicayA)WVTq4ROA~?c5K<(-tL%3yOPVlj}&b$xn#dqLBMhPnvWrw31Z)2dDtfmZuiO z2ay|fD}x@OBXIT4A>A%Oj7iiq$#SbkkDd5lAgz!?vS`>Ks}wBjZ2lEQnA-zAPII0e zl|XMTxilQ4jxiGL#ao6gm&AMo{$;r&k|lczY%;)%Git7h4uBj@q%Q-g70F#5+#Ex| zI>mrGsILw9^r`EmBc=ZZ^zu^@T#R%Aa=@fe5U3R6Fp??*+A#Y@1w!%h)G_aQSe^_- zuM1`Qjffje$_wPDukJ!XtbH)ia6zY}-12KimkF$oWpiDTi%SmmfRYWkY>ih}2xPiG z@KgQ9-9)B4ZEs^sQqJJc<)E`ZG$(C!|?Q5Cg`k0uOw0x4XA+hrp~Dl8W=&f zp9&4S%-Zj!NADd!q%v#foHm53w^aiCNS>V_)^pRNZI8a7@*Jnh^=<KT~GS_&rjImMIBjE$4adr08EV~h;hAd{vYHNRV>3~W1ephYD^65u8h?cK1w zqmomt2(?&Zv^5kh2nRPX0qrv~!~(@bJ#7}`+C*jp6PBi5K`!UC%PLc=tV)(ub`i%G zbRtXG7nEOje=w+ijwIs%nBkJhbcM}mTMDtrpX8z9qPhpc0o$PcwSX1YBN1OQV_sI< zv&nd+d`9SM!9(fgIPy!T>ae{^OH)%o?cBVfI8RB)qlv0YSEl8%_F*yl=e7`hmp4!y zUg~K9^^iuDeTVZ<6v8U>M%vigG)zKp(IT6?^9%4N1$#sF6D`TrAXw7kG^Iu)#0K6B zT=6`*UbnawhV(2BgHNpy4kh#r)o#FWBE6gJY3I@2C{|>%u+Mu8^RX6ELStsYqu9}q z3uegSzw>Gngg`!!WkeZk?5LHwnrHuMNMcd6i{*a1?TzrQ=7UBO3wZ^CXX1K?+EL;JK8m>TwJ+!p^RXi7YQ!d~^*TOj&kTm;)Q+6@GVGqv5xL~c=)hXV z*iD#!b|DYjGLB#)rUWQFsIS04BU+}O z85@$&`q?=ACZx~isy_#b=Rm`2yzj*AAkk98CDY>H9Y4g}_!n$C94im&#T>=>zwb@r zo5O|VC>Uv2^9zReV)PrO2kQW<0(9>3JnLbo^V2r*xAvX19gAt-MV4bd1sDsH52x8K zAXtpwdUVb&6`3FO!$c6*v4l6Ge*Ec@Nqq7Ow1_Y`40^~AWQ^EeIb+!R2YLxl?zNe(#u-W5tcj8T*VKGlw;b*>~|jQ-5j(eiXYu^-rB% z!>z}+#f)clTI?)uuOHu^Djt3P$PW)e_77wfNjoP0AJK|IbCx>qe3uJE+(UDeUKP3g zd98Jv-cH7mu>7JX^o(^+_usf<#-wc%VZDIVmc=S%($f*YwV)WLGKg5i?tZ^~PtX|fIYwiVJ(pR%5#4ihlo-|@nM0tJDCC6{hP4f^&={Bt zoCoKlNgkWSq+jEu(5y>JnA`~kJiDz-=FhC{mxp;91wXiKcr1{^AFBI{lC~&;9LsRg zFt*OIyGmKZ3MX9t2A%!2Lu2*Rl$&$^5i?bWW2OibGwD3lo&%{{wyG~O;ydg7Eapg8 zpQaFmHnzxbVR$#Jgkrvq>SQP&pu&-LE2wbnFI#p2cVPW8F&Hhz7XCB(qKqcX-jwYd zg1}vnW1OV^zsA9z@*cdcX3AO%j?zV7w3(BMq{&PYJOKw$vU7w3@=b&oaN3!5`DyIH z{0z43g7gFmPmD)!qP#pKBmWhi?z`|xcp^NJ9bd{YWJ>YrGI5W8S>{rdtYrRY=`gK- zN6F^C!|m*|bXW$4XXJZ}0LkWn!aC*8dV0N<aY0rQ0PD6TSB7NF#V78UH`A~%_MG} z{_pYaR5M*(Onj@hVV7yF!%b|02b&j==lMgLz^n%=bGrf0QF$s5Zbaa8u|uUfR&@AB zF^RLFs~Xho^drtG=@U}rbVH{wK}ZJ zya#yf8wcW5*nF*!LUf}_K?@&0RqNm7#J6^C*u?&faUVlu;b1zzSd~UQ}0~R^7`1UuaIHkTQpmqaX4;Sg(sN;vRJnCQon7P#WJBhV3^!iTlTO4 zJyJ3$B|;-)$!V~bd=sg`i?MJI+fqThAWj zl1M-ztZ>Z{6b}-InH^1ehok95L{rOUhy^%}C?0R$1Cb<5G6uy#P>uY?(7L>io%H!`sfn)uIp`AA4!FyA_=Z}Qct)&w9?l0BP|=`)}OFHdi&c82?!<)97M?QFVYAtgw}|UCLN+rNMr84 zqleGfy#j!7{E$5YYa);vOe}1`4lWoOMqaqdeb*}*9$EMyxv*jW>&?HOXar!V~pviOyyd}7zsA*z&Vc2NBs}KFp z!~Xx{g^V(JrZW21l{}5vM0<$rdB}7mJfCPaev}rXT&SUtjLCNd22E4-K>Pj59Y-@{v!Gq$a%x0B1#PE_w8fqcD4%G6xVRz9nK(tjQ`!nzaiye!w>ZS z2&vYH{2eM|aVifuCm1bmGgClg4lhV`tmo0uI3&41y*FHm^tj9f}Z`nN4O-K&byFKmzr3t+fguhy%`w z@Bo11Z!6qcLtmJ2pkV>G8zV1QuT!Tk?5~>_eR}|;la)Sx=g*(7`F_?z1IQ1o;>m1? zf;e7{4nm)x8flUMP<+R^rznO=MRc)*0C48E@(fbE_-y0VQ*UR z$EM4lSJbeqT3x2mUgPt}#}k}Q!h(ZuG?-qBD%7>xc6HT}-d#p2cda#ZF%aXV zQpDs@gDq)&s#2et+K(UpTgx)zr}iN3hS#MVae;BV+pqpP3DU;76^2zsr8*TY-{$rd z%zhktQYZD&Gwc37Gwo=nlMxQPO)}QLTB^Ryz{Vi7bH}r;mr@aStzBZ>n{JPt6z!gM z`oF3c97Nxx>klkiCn6)JUdi85d^D>wvA-(!LzI?`eP!vA>9cQkotT{8uI$s_Art&- zut^0e!Xbh$`p)9ZLKX)9eE@xolWRPwQfjG4&ZgY78tOjFiD`uAw|$2ZnpzPM%ZvlD z@9gfY!-&O$;YQ-hC3XY#amZ8=u_OQPBkMGPFpHNjU!MEztQne|2UEWupJ%rPI^Fi9 zPP|?~Sw27ree2vgmEeV8jV;iV)+H+V^g`TiwfvHR66g@UE_Gbxf0p*%-VPH^`iB0B zuB+mP?_8PII<>YlQAvC7q*308+XN4U9zS&r#{p8~`vqYwRs()(IX*6X<#3ladfdwnkT&^843e9{-CVNzi zZ){5*$;utc`yx06sJ38qIlcx4=tuO2X!xK1~rBm#Teh;hB%Ns z*j>X(lLzB6I)lk-5qI?MO&6PnwwHr5nqM=A*Mf(uIz;G^%Y65jgQd#K|W zrt^x8}4J0R32%7X{81N{<@-o{9u zaFSj(y}!&&`tlw2o5wroLR@`Je;6l1VF-n{(EUBte-pKoQVybVft@r1PN0ycSi|d3 zT&3txbJ-oJi}Jpg62U{IdGz6F!-aI~Or{)Z$8Q-lnRL{9_LWbw1kLrKC;W-8)wK!j8$gJ$gXhoi&J1_pe4OdO{B8r#){+yYVK7 zd*r1AZRzKhcPk-OIXaH2-hVbZ%g$s;UaL_q%0TnfhuRpaZb~&ySgDMCv1h05vg0+q zv{!M#)emmkpWi4CcAJrX1D<0mNXkUr0bxAqv14W`UbqqY5`aex2fzqqGsrw_V6MGH ztKLH;8hK6((pnob&cS3t%tCdCos9tvKBl?cSFT)ft4wB=Dg_t;UOO!n5cwZ~p^yml z@S)E2bI{fl&NrQW`qZhdaN$qF1WNpgD(=kZcc2W&M7?=G&c7>v)z66uKs**?WGO7-wNxC=c9{gazp~x0~xwp{f zkxsuq*ZeM>V!R)JQGHFMk!LbNO6QLILE`Oe3T?W2f=3erlF{)AsSB=R)(&7_NHZp>OkFC1=(A>uo}A||CSmIZ$eCVnoHhrFNepo1){OGgGcLGXzrm%Is3WA&qASR3@CXJ3Rw2VA?NUj zrW_MmS>5i5kE7tI9Kp08&PG2u?){lzVmhwApzOvXX270(f14J%;KF$6RgmeWY{&|o1g5MFbuzA zRE&j&(Q~igJGQ|~YM%DvH4?+X?Lg(Bf!@Uu5?fHXm0~vN615*B4bpxigC#;eb*95A zrycHRBmW<489;PcZqmRf6kG#AN-t_JL~k2w5KIR%=R47SB4Tos_eSjvD9L`0xhVI( zzJ69@Q0C1vArpH<7AkyQSSe^-n|Fb_e9P_MM`PQQHxDsvu)9d9u?rMm{r9|}MuOKY z^5k)@Q6{+y!hVFz$>|&M9ODvgV>+&{52p$ZiF{S>irWecbT-S>?drp0^UEXFinA@}B+gVa6C^F!wp9-a&OadL z3Wrz5P}?KbmUy{?T}cDYc#YRd)&Td@mv}~EZQRBcO^%!IN+*MO22v!k1O`Co9#)Dx zn!>qf3LD)SZe73w-g!#rpPTn*qN%tG#65zif@PCC9mc;v+Zk={Gr%y|y_VB;AP*?9 zVY)!ZT*2s!isZG06T*CG9v~P3P1xFqG26hsCp#WwA@xozupUH%GnQ%j>;CtaKZyMe zE(0Vhf_VUHSX8qQz!&)sPlbJzV9y{@EQHo03OO(K{TD~6a+L8jTYuO~u283A7)4=)fkzGKt&_8s^j$Zpi1rN&ci@UkaGE@j?~h7t(@$rzoho6hE$ z2_LZ?{>IdL!stadkQ(Vs+hVEfScn^Nneiw!kf$||l8Z28MkI28axfwNJ#bIaAs!@H zWFDD@qI*9^F_FfI4*Oi$d!16^Iq*N&7oq|h42?EGxVnW)M9l{V;52dB&3M$|uHRuT zG!<$3MkkHt#<#DNJ4DHp+;YHE1Xsf7fz0^9*(1s3Kws4mv1o|&!);5!g@jOGosbnS z4i1$Cp!C^**9A|l15JZZPrc}Rv7%)cUKYYoz=lBaFD0q_`m~YP{9s<&UFLQ69hhc9 zmfn9o)I-L<>Bx~|(%p5XIzyrL0m|bR{Z}&_LxtRc@3*DpZH^WdX}(GLzR<H=Hq z##c_6H{n@IQQ+a!I=h2!80zuY4Q10*{bS?De7?SS;Pnl)`JnQ?Q{L3uo4z3XZF=!j z!fl`5P8RNsc)DSuda?T#gIiS_HNgCpajcMb&v45aIbnEMB;Yo zlc=-(LE@I`J|`>vtJ>B2|5q=^-S-wyIplsLGE#((FWbKKpn`|R8uSOmhs)!_*9i?B zdk1Jz8IyTi^B{a25O;OSAq*b#&S<<2`7#5!Y)`+3>y`ot9Xyo5ZnKmRetGNPWQ(zl zS^*wb=Q+yIcw;f1rN5{WiMKJs13Aw3v=&2LS~M9Hyck=!agei>fHi(W91al5XJ9H( zo$p)3(gP2Z^wVaH$%EmmKJ@yIwS^AW5D}Q&3 z8?&AFCtvXl_=={Lc`}-%pSu(@WhZqfS zuMv2iHWruGG>86*}RUa#YZ&S&9k<$_-^9tVd66L=q_V#X4 zm90@b@BHn-M&A2My7|l;)8EY!3T?mS__bUeo_AWa+3WLimn5%8PtyE3sJ^d#a5kag zdnZ?YZk$Hw*G3*@OXumtmChpPqWW(fpUnpo(NNTA9@Pm5`T%MrhA=mmET|j)3%R#m zWcMNgqn_2?fPyrt_=h=xvmj4i2kVW$X5PKK-?%K0X{bz(Rw>PZ8VHxZ$kXrBwvfjv zxY~v&bDnE<8)dpV$JzpMCD}W57SK1jcuaA+D0$DonhtqEAb8N4KH(x^%YC-~G1#0~ zsGXU9H&WrD2gBszUjZ>?vn20Pr5*>S|Ki$S%9vfI@W70ft^H>+uB;bDlC8C+!@eMB z?+a1lV^+&nWF@6Y7;fUekT&&@^ToxCCKY@3%>~!{xOXv_2As5LB*b8`?IW|X^)Du6 z^H4wR12wndfl$C^>288(a^e7ZspBV3)JE}#)`<}0t@8P^A%!Tps+O;Z8}L5FIZWZeA#q#5K%K;z)1PoEwR5tS{nVIt+l z+R_XbvW7=HN{1-WFtw$g3DkfEj?e$+*&D5&OviRutP5`)$DYK-+`eF@)RECnvD@ZJ zjF9!e5_#)-2f_EECJHmv97(+uj|vhrlG_eX;?Y-rvQ&kpp8zbRo(@SO6?x!sOTr}- z-6Xm;EMdF+f3}nQs6pXO*iMgu{rjcT|-rKEeoA<|7jD3ND zZzWh_vMy{yQm33Ll9JD`^Y#s!yWBt-tnh~Xl>|2i=ov`;U&sJn+^NS$L1=plOktYq zPM%b-cqVDeT@;Kl`ibkXS)aF*2=)jq)EqWVJL)${r*FS?y zNM8EXw8aZ-Lh?t|6iE=tVkEU8)GUZYE=bM!KTWJIhHx07`9UKu!J?)QgOk?{=p$$x zFtW34U|&+NSWS13KP=p~J{9o=jbe;)l`1i^HU2>)?|IK5&lS(hR*mj31@>?d|BTdX zyW&g19H5^LIuz8A!ZoUcN-QY8Q$W*2Y7F>9W zpatT+Njaw+RKotdI25wAf4>EQKFDUbP$@^FP5=;*2{2Wx)SN_;OrJ^PAt__Gt1QkM z8nA~e@;d4)6A=JoJPS%8$-fI)G?ixH)M^6xtVo;58X_N+JKj8B$a;sh4SCB#&S3bZ zhhA>q4w$)4$k|f%P=B}RkO?@$868C%(-4)u(+~kX6ltrey;Kv(AhAA}-6=>FfKxH$_sEC;cmGPAStqXw@YX%ie^2g}PQg1J1a_ zfQNTWP(*7g9vMO#H2`F9F4<>ZbWVp*-38LdBp?_WK#M4089(cV>9HcyITxOQ!KeI- z25D}^P}5?|78H~_r!-9Xomj0yJoCL7U?b41I^u3)FbIu_B8z%>slG#FmsXhq9|EJ* zxLrON^>u~tPx7(`KvJ1GlU0S-LgW3i4Uu+0gMsNhaeNIA5IjHOG>}U;fCPxtCrt1a zz_@`0rH(*<0{08fGs&noXiA8C%DIn!y9zcaW((0K1uIsQM^u%1d?+c{)3(qLBe#*~ z`@l!8OO3ULoCB!@!_gHKtYa&ec;A^|=_m$Z*Yp;84EnYVbc-x3N*lo**ig@~mQFP{ zlP}wY8ElBzsRRg>cBjISil3NaXYguORwqDr4Cnb>QWAG1KuOA6@fD8RIv;He98fDl z^f%5N!r6zZF!|n}*MBccZWjTf&d(hg5ZR~2RZu863Tp?jtrVsZ1MVVu9AJCW+QbnMyn zpsMPMnfygC5lC3Fy25%Mv93Qw-R>GsOve@oyIHcQQnl?9)3uFm(_JUp{3>z8n8OS| zmr#8Ms%EIDyee;V;9DEWW`HR+(Hx;dm7!=FC4s=V1b{C@BP1Iiz%!GdP3pcnNsbFF zQlbCLzz&)oSp-S6%x;15u0NQpjGm55$ET~%)!v4|u6}5mB%B>+!9W~`PRh7GH`5*f z9a*ju{_t8$!y!z_(XnP@Q^o>hb3mipyZ(~%$&%#%scp%7F-!-;SZ@OC$KGdr zex0@f$R-&R&;|qI@z<|cQ7sytHG!#$nm8GU(l@f4X+p!34wGg@@9PD7;t+e@`Itju!eAuE1+KT zj6+aO?p(EbbO?xV!j(4GlbWB0Cs;viSQK`=H!FU07g(;`^43QIQ6GXwZEz?@;)I`} z@t68X)K;=2wb!Ym+4kp#K|(n^dfe!_9pT9e4QIXv#7^i-uw{UF0=ZyN=R6B}EUYfJ zV7}oMh@ffc2C4@T{9jikkLB}*LmQ}_!+0KLWeicyD$IQwm}A9AI6y$Sg2aNR2ca)> zDb&4_M&;J(bpiEi1l~fknGpY%kntDzbznI7fkF1U&ES6>dEniABIFMmD;>YS?|P|+ z6gNhw2yr?t^JHVu47<1^wIx>~#?mj*PY5TJ4{n&G>60(92#Lc` z1O3>$xUY=j>TJ{xbuXkmZ_FHN%f8T1B>?-rr*Rk&sC$?FNO zjv`q^JrN$In0JU`Bh1w#Z z2FX`3QhcP9vE0WBanV^Lv4=W$8>*y)Xnm-t>*W*kzZh)8eO5nkaPprcERq>=*&NJ= z0Y`CEUYBL?Bi7AF=)Yb-lS#zXq>Wp>A;jj#C#UIUT&#>?u^TzhlC*}W-) zFeYM;aAzvUJkQWsfN059!ABb7!GG&ViRQk8(N5j>+eFkuIf@I;A6I}wv_6_r*lvl@ zr_P;wgLFYk<$zKanlRSCF}%x%DPW8irk*{|0!kUj&mJgeX3u*S;)_Ck zR(n6|^d)&b}f9m-HEbQR`#$)Ol|pZH
Z_^@G-{-QoR|cyD6u**9kR84NZN!g!@2;4 z*c;^!M!&rgY2R^3!XrIs+9s0IQuiuwF+Y0VA90@dhxq5#4(oBd*_7+U?&qhCaQ!*U zzI|nx?{88du357p@m&D?e!r8Fk|G+Hf!*g9;vZ#IPXv)P9~p3UD+I)U4TY=h~XDi06GVsh#2BnQU;fj&N=k)1mk zwNWaD^gW-9)t$$#Fyw}RI@^%sxf!_*TQ6s(EU*(@Yu*_c0|jfex|VmW4;KGM1J?5- zsUYuO$`JkciXn}m8W91HFXSojoC{%3h6PQv9X~(|xU5r(38VE7hM2KV;!5Trt&soI zypLh$%7+5@C^lpNfrdGI;GJ}!FSrYZe?MTVy95a3*~%zJ-Syv8O(gEpA_5B!9%%av z6@RubVPtv8T(I{Z&S3h`l3{4f>KspsiLRjzeMS+(Re+}@^J9XHBBIiteJ(1$J4>jvu^@ytu zC$ZoFx|4G8K1ugLQ@Gb0KwsKVsrocV*WJI`abzwh#9Dm`j1A#2E25==3H+LR{>T83 zGH4?Qx)_HuiK$LsG{H(kv$f=q${*P(OtCkj`*&4BvHZ_x(Rvmd73Jr@i3ThETc6PU z7-edd#P%cTjpr!+GxhzM^pP>ecRg0oXWCwjjJ{v-;N*S$ zAD~%X8I+Th&>*x?7V`m{^U)f4ByW#lz(1l1wx80rZpB0WDXpsi8rschSD1fld*H`T0*~j0U%?LY&h22&U zERmECU6__}qW=$j2}tWEqLmmE4NuD71QfMTOy|5ZQ*l=5{j`u|0I1d-dR+AMf-q7G z+-^(f&pwAW*rU4`p&YH$ur?}iG2IsS$BrLgvS2}Va0{+~9YE9ec6mqgPQ{P%Wq5#$ zu8gRXu6#l+oIPBjme?4WxHbC$Rz+w?Hm~UW4#EI*8S3p`G4wciMBKi<&oCsC+4x!F z&28V&4{st*K9H8c~L)X>l)$uTkv1ab2I}*Y1(G> zo+$vh_SMB2mn=5C7mbsv=%|)``?q}Tr?~DpBR*^7CF?cR8Z?wQ3jYxMLqH9zyUSn} z-@+w{SrD6`OGH>$ekWTWek^HQIiP^L~hi zj}G7wU7}m(%$@5}d42}2VC4TA##3A8{!*(qoFZN!TX0QxN23aG+1HQ&=rZUt8Vge1 z9+&~^6HZ=v@Uzs4<(1{As(S>>o^?pSi@+-JvJ6AO*0$`h!Q5_3-lcl+S9H8r%X{Z2@m~vBxR~=^ zY=uejT+Kk>jg88x^9xSNdpfL3@Eh+SQ@>I&;+c{9u^zstQx+PUbMiyOXLaVC+$Q2i z6frrcRz7%po_`t9S2UhKv|gw#xO}G3rYN2sa z;HZ3nQeBY){gD_9TvmcL-|Rj&&Fpqa87xg+N9#|6reHn#eOm#hJ<82B>Kbzq&Eu}e-MceYw2Bopeeuw#?&n>Crp27WLmy>7^!j6|!Q8hFeGH+tXZ?%V5xFb=XSu|$!g|0nh&}2L)%oxIf%MG zi|CTbO^Dp>G6}!&nSSrtDH>wEw&_%O?Mi-r!wZ-SlFC`60$8Vh<+B($tMF#c9kEXo zRU7Ygu~+OId&Sl?CK^;vW1%;46wasH0XuYqd(+ze&CJQk=|e=I$ttisw8D;u%hl5{yI!tBD;JEhgboGFZ7B#e-t)J{Nkyd%}jECGOTy4-rS9qILJtJ%%shw{0(k#$#@cP>U zQ`g}4kw|$hc{Nm34<{x{@h@DM=VAspIE* zW}`W;ZxXhTx3kxY|Jh&T`ZJaJw@;qpS#=(Q? zEqA`O?l{{KcIHvIK!;uV_(KcV*$nnwC|Ca2+_5YeyBXW#KDVJx!KpPiJBHW&L4r_} z>V|UPgLXwKuI6iQ&rk;a@ttVKiw6%z0DHSzvg1_rs^Oi+-T=2~4?gu94Kc&cml{GW} zlF2w>U0y8v!O&@j$kj%rP5GhMl|y2Cn$|yapTbo)z1XMrll66Jk4#B1*X7p5dd2cV z0ZLZl-_~wDr(zYqpEsPR*vGtKk-Bt@teC4^ko>fWjHH2(2T9HH_8q&Pd#H$3a$Feg zQsC_aw;CQ07jxkRvbXE2amxMs*HP4TgOT?NHcb;tdF1x6K&gEU1}PU8*9Z*_jn}cp z^Ppu}3+Jff^g$@2g5>t{qvSm{a?JQEm|Pa54Mh*)N7Rb?tuBT)uTnifj?mqz=9`!@qntMNMTNr(^QAM~iIjGp}0D z-@3WjY%?DB&@B~+Cg%?h4&F4ly9DY_FB(##RoxCS-;(#BqvIHslXH24Yj~c}0r_a- zpvjXa$=i6mTz=-bYv#1$3l&9QUsIH`FKJJR6m*uTQ*QqLZH?c%HG=u6Q_U^$+Cvjm$-(%Vur=P-U-+_xmSm)OCP(|mz0RdmZZqS4KBOX2U z>sx?D4_>|E0;CCqOmNDK8OLx9Uj>7+EYp1j+)1{(eZdua3|DClMY})$WP!uB47wvw z3+A9%T2PXj*sL}+zFF;-k7lQ0d=sC6u3enQ7 zhF90x(UDYdIIT`t={RjxZiJ2eQ1cBD5?0p2g8JGM97_I(Fn32>eTb{1y0-SHqH|kz zPR=Ndvt0u|-xdI8aw}H6>znQ`Bq%g_j^t>x2v_deBVkvOas)h*@;*P|dEpbgf;dj) zZ4;Q()t&DliMVEQkk_0S@pb)%L$4QtjoRJa9qzIlEbyDUaXjFkNs78*&ZD&YxPx#u z6*kRO#BiZ}?PG=5nb+YK2J3O&@zaG_EMeVPZeVT4F?{v9@%@ndY5oY#ZOr!%;Bc=B zi?W^{rM9!Y`028yusAh!_Jtd(pEwq+f=7U$Pa^eZvijM;(aBw{}+9T8{tiUXo3nHso7+%`P*6z~RX zCFcHxn_IMsr)q{^lC|bepBs+hi=r$FXYgvg+V7@$CIk1x_%M($9^vONvn-g6E;a{j z9G{@odjf_}SFrCsy}c^}4bG039IoGbmBo&u8MT<2Zks39&=4hP38^ z+v*%R{CflPtj4)VS|p{Yq_h>|k5+_S?G3Mcbn|9I^7`k2OT#V~9!>I*tT5vd;5YP@ zu0XD`2seFz(sxh!WeuwN-YzqyP4h(KS<$JL1u5zS@IqcC+gFLkxOcZMfS!8FoH?g> z4|R_K8z~23>2rn9=~X%5;~{ME*KR_Zwgu{n5M}qbw_KN<_v28TsRrYc)oy#gl&lCY zxsWChp!Dv5{dH@xsP+5GeVw;dHT!eL95U8J!h&tL9gIjMOA8T(PeAp@gGnfGW950A66myN_pl~LxMIdd#a*t%X^2I>7HFk7P& zPfZW6Tj{gfpuF8>R|;OcI9~g>#9SK#4V$eNltbxToH-k0_WT$YI7HETDjj6BkG3S; zyr+@9X319e*PHp~A$>jbE%MB_tzwd=H`O0M{td)rfyZEfr}B)-ErLSgdhskoq{rcE zQ7Xyc_KqTHR&Z&UlIu)t^mRBB$0yGpkA*e7yhQ&93fKJ5HRiTH$6b+^*db+!@|J() zqW#o672+_nDbuGPg{d_Un)+*Y?&QatPGCfGIUtJO+25!sZS(pMG=K4?FMjL6<6~@M zx^r=~qobpYvb|W*vryLq{nr{(!o>l9&&r=(niTL_Ahr3a;!V?A1#f~l7T@2uWTC;A zfUjdgK6;F3*9ril8Vn&P%psA0#tBYgg>O&rCyZmhe3D1t6!j)m<0Z%CH?CgX7zS?f zIrsAh?3E}6y8;6eULuD}4|#D4Ku#_M4>tXYJ7&MR`O2f}-KNV5GayqR$y&2+9lxAh znUf=zCpsHBrKPjpzkiRMcxFXq<=!uEW#F?p9+cPBpnQFU7r%a8$kPJ|i?|i}4Quvz z3!L}iP*Vw-CYB?A-5q?6H%_`|KrNVu5f`h0+w5sBTP7zbXP$y_v~Qmb!Moq%b&TOG z6bFw`A669wvd*6JE%x{~c?gCxPNg1FDUHkLM z$T^vd#Kk8g7OX|D@*qze}_HIT6HZ7LB9k=r{GKKl=0 zD7fXypCi(t@pXc0w***3gNL`A7+ww?92Eg?3^&s$9{+4H?uru*>txVdnE=Q;8|lav zcm;^YIqcoL5^YXe%LU7q&%^>eF-*NQ*cMUEOu4QLiNFvXcLj~&Z)!?D`Jo0~D{Zzi zwMG3+30bq;<>lnI12->G5Z&svmAwE% z*b@$Yd;>nT0)FeMAS+hR?5UqOalXQINP?I3^@D~GZ(Y1d(WT?0XZrrKB|?+A<)+{* z6|^-0Y4Sq;6zQA}iNdaml)d)~Jzonjv4IQeC69n}c-;ebl2bRa{!s`vLh!_7eGlLr z_evHC3Dv+TZ;yk+Y9J!#g*15jq3iwx!Ob^E9F=Y;7BrOtjPXSaJbQ6pL~S^hI=7uK zB6qliDKwe$>Q?f8O6w8pjv!<$tSpr{d4UIIT7Bor-bI21`e~e+XZ)yK+ccF@fzD~X zyxs^#JK)P26)VYwSWR06HwZF^N1$wdaSHfswpqXxyZ5AUgX%L+fiu9}pSho(8#K*f zX8ZMliu(sSA8%6D0Bd(Toa0ATR8(w%sEJh=_o(N?gHhTyw~To4;zeWZIWMm#xXbAt zoE;{j7taUUo+qNs4)p!=!chHeuc+?&gqB_{g+7~%}T$+`b7nz1Lq!h2a zF3F(U0nlcNiwOUHyrSqkKfaG5^L_R;Diz#mwl+nM^$47YJFvf-I9r0XG_#u@JUma> zOY<*UG#0B1qQ!hfz@05xIx`*k8_zKX^8}_~PU?HSzId;iF@AHSk55KIsGhriecxPM z1U$-aCo!4gI)L94*Di6IK5LZj#D)B{wY3#vsDq`)0UB0{HO=xuax{X4eBmTiIak0& z6W$g*8`h8UnA(e)nuA!=w`ySEIRPe?E1~@-_t>Myk3X!c;-zSS1C-!C$V9rQgfHmS zdxirFRI@;m%~K|_&>*H&Kh8wSHe<$xN_G*xP!L~yvG4mFyw!w8d0GVz2ySv#w4{6D zJnaNh+1lCp1SY6tkD89wj?=ftv%a{Weumepbis$?)XCi|ft=SVtB%D5jwA5nn?v2O zG(g<=G|;56@Bvxc)==n;%CZ{s8`k4+N*S#Hl`Go#{!AEqtlqz08X(kB^oVxgH18@A z{ocg^65C^l0a{UoIdiMp|_(Xc?BHrG^;H^RnU>m z-pfKoQVba4%tY#8Fhn_nlG!)ajg6;(VeJIXh-&Wij0`HVYMBoaL zcckKmDso>XNq!HXwWH;K!7~=cKWmwqJsL`QlpLf>Tah+bq&rVT_`KJ(nCrp}wP&7d z*2n{RD6CLctzr^pbX%YZf@?E(5bqH@N?;_;^X4I2aQ)r z$1LP8TE(CqJPZoszJ0TRCg(8ZGk&r2`C7bxwJgL+{ceGg`*|tyu~8Mth*d#2`UP7T z6zolj3`L$2(N_V79Ib(io{IbfY-|VM7{3M5AYpH$z3o>HNeE4iI>E+t7&xU3VM9kI zhR+`xH=$K+^d|-SVqqq*N+eI`5PZ{AzV>4L3N31@21(_?7$k8V>0K$F%AAdlkuJkD^_~b>ynJv zKwo52)b#pjt_^*Kt#6XNP72E+bCpWwEQ&muSZLq35ZuC7%0@PwB^@T_9>{A7JgJ(& zy00;xhYj#_Az?E`ZQJjgx=GIud@UH$?5rfZsaS!ZwY~57A1^KbRnH>RczVr%zLy~X zwX;lx@C=_p3&kW)KYqAhJ6^lbdfX2B;r>dV%fGzZZ=@NB`Ilz|dmN05URbK^MgAqu z&#&jlH=sptV*L&6aSq&HFDzzfcC}lU73eSYo7yVYd%z0?>O)U ze-Mx6Hrz8th>MHwdVP}%qL9Dgk5lF}D|`kX|1|UXoACHR7MYtflKq>h7G6Een#R5; zCqO7l)}S=6)fuYEn>SGat811g4y`x6R^>D^K;XPVXUJ3uwc(rqhj{+-zNfax->8tN zNOPP3(c`LQyUN{;yZCQ!5v1i@95u6EbW()CiCa5f6m8kiE5zKCGr;1Xiy4>M2^RSu z@MYk`ehvMVltTjwNH~upC#!)Iv2_V1aEt|A=^@kwFK?*NgC!ITt@2&()8#>|H19ii zeo?_G^9jH0r^UX^`xg-8oLaZ7z}s(r5jNL?nC7Qv((?G2B-frvQCTlAnao9auEt-kq)N zCimp*98U~adD`uyr#G9>Re(Td1wqU7pvd`_3gRN4gv1nNHV+U?VgD@1%Em8VCRl8o zI9K`)WCKSdBO_yySL;6tQN71Usm$;TdG@H9M{NOp2g?HQaDUXMWnT=3OR~O$uR7hi zm?+@SAkCT=j1P@81WpZef;T)T78Px}OBlrS=iq~X!^LnFVmnHFP@r*5pY9iN7d7HK zc%^(mkSDYW$!E%eFTv%d$4{IvdvuaZ*f>qv$k>>W?}>9H9|aq3UC!jMl)l+Ed%oru zEKn139SJyQR6Lv#w4qHB)=v<~9PG7aWn(QboIk(aO`MO9#gc$8u^9~TK=wF`FV3%^ zFc$^$-3R5qxBxXbU-+%2Rbvu3pxV8h?F%i|!6?zZah7z9pbS1r{M-BpYo(~Q{*;nk zWFy?SK5FbZC3%H8DfO1f5Z3_HA!C8jW5+&x`gEMKvT`>%OOi%i0J$Nn8xL-2E{fpl zrlvD^N!O8>b)zSymC*@I=%#6wGKS1CS6=nQW3v_Z3&T1(`W~l0yLeUq(L2}-x}+3H zUn5)l17#Hp+0Bfv$*CZ%35Q`@oa? zLVpWQ7w->e>8hW1;KuMp|8G`R|4n>NcCDSI{p<3k%7&T;2R3%0KW5Q$7X|D+fTsJ- zGG{8-5T*^>fWwZ3h4Dh_&SE)16$~N6q)j1mT(~GVAN+!*A$8cf@fU$caj^C`mvO2Ow-ie+KwUv6KZ`=+dzDh%w`JH5)kUN$ZiZ$F8^OZlO!v$}5%95}EJYczrd2e*^n z-s_PuZbh7twgt&%0&8Z~$1gCEBGe6c=Lrz0Yihi_yeQ_;@xXS|+duIs`UYcgW`}EA zCiW{L_7Ba;3@(ZKiad`B_@gIJ{y`}&nBZz%cacwI)0e1zI0gioEBJOnk{091^zCaf zQo0>bMasE!2%{FJ6q))_=-%IZ-0&hKNGgc;>0E(8rHdTj)tRjR;`N6{=bXIHQCUNs@-n<#7J>}anU0q!qiP69Tp5RR* z;jXtoaR+8w$bG8xU`>KKWY>_Ab)&X8cdQUv$DP1l^uYFp!uD^_-sI%vAC#AuFL6Ep zs|3 z*I=1>%Xj|?ZXLmRNZWJr^Ctk)pEq{m?8E47?Zn`ra%Foe!unMMsQnVbUU4(%k;Xfp zfBhIMe}oOLv0h$VI{{N;MrOCalz}n|Z2qF|*-T*-@O5=ComC|K*2+hqmSwS8A)B}; z=C(*suo{KbY(=L%!3}ezcOAyF&D$sdXl(>*`ce~ayqqUMNG1yj31Qye%qq9`NuX2) zerXS6)?IBC(g`i`j1%%1eo78S=oZEUHUS!217igl+(;0`t)fx zB$>E@sb)vC+y!TWTMx7V+CVJeg?Un-^8SGrkXGMSD2BbQK{>}-P0BeYc1`SaS{R;1 z02A`VVt3Ux0#gt(a*@oUhVt2O3XK;JqSiHxsFT}Q`v>IuqgnI|h%Zl}rFj*NOjL~0 zv8f(I%40cs&VnJayDWYLZkN%lqbE+(pec0>=NM$;BS3M_L@hX zwa_RU+^)tnQ59ZwKK5bwys5C_Z}n}$NOT-;4ks9v;w{j4mKIr^amJ#pDi*Wh=7g@c%MDR= zLEeBi=W*A?T`MJr`?4C(_Gq~9bbSB*7+R8exI|&ENA{%w8|(*lo^=>#Y=ras)-v3M zT1wDeb?z_S|M~T}*x1;zL@Q35{{+WD0+P_w%?BcaX7e8?aTKsFC~>y5Yz~n-0+8Yg zB^n0~97lYD5dAnfIrFlzG@wr8Liw750bvtmWo6O#oer0p2P#ATzSVo-;0Q*r!4)83 z!dtGeu;r}_{=R349`W6{CzLp08P0hu?;nC3tp>`vN4OmRidoI2f0>XLt6o4NAfSZR z@6F-t#IK8tIrui(P8xcLb(T{Y>}tG=W1HtI#0giTkQj$jS339X8rOjXeVfLdjOY{` zE5fh=>+b|q6SU%>U2rL6Ff&cE^mL zo>$V>FcvYD!-w)rbfeSQ{dg4l?x>A@LpcCiP5>578Q=3@i~g?Va&ogV%82l52wi;Z zdr)!Ct&)m>@*~_uSr8a7Iya->w333DbgwfTjgBDR#rILd`lDR(VTuet#hV8y0>hW- z4#t!CiRw>9I9P-J=U(VaCh{oG#(HUd@5TMw@wIXu{@UtYyM*ZmM)Q<{xKo|K?j8)h zOU&(o&&4auZQ)jSn~j6~816yGaZawIT?tJ6h}ga0(-f#P`E_q;kE0k5-KZBx={1;W za@f;zlrpGNnDIwg-yahvK0>^X*_V!u#ZVfIQY9&qgjxX4B&RdG;MUEX!ftTK0ba5W z7h5&1D!OYF6clnCy?IrR$HgthG!o2z;+!t3Hw76=HXsDs^djCy&!hChpFmo4Dn33b zxj|BK8-8qJ6G%~K;l^NzW9ESiH}tb3Zfjx9@IP=xqI>G{kJi4 z2x#L=*!8#}UBacW+Mb5k%LktK$&)7~E{#Apb`0w#s*-z!5y)jx6cDC=-J zndjvPa)yS6o;-c}Av$U-7VhvzfOjR0tepCBu?Bas0FntHCW#LRA%aUNWBOc)i&g@2 z9RwCF`Us}cBXsz_;rgmZR+|g3erw8}9nmPVAPSI))kmNFP*2?~ZM;LoVZyxcz~Up? zFnO{@sNw@m={yFkKSE(M`j5yU4`V?;!kVBg)j_|s;d5puG+V^ws97Hvx~|lg{E2y0y){o8}5OC zUf|jG|4{ZG@L2Ef|M=b17M+GNGKx-0k)%SyY{_V-kR%BWl&x))l97-oNl_BoiBObC zQA9&hq|C^U|MPmkZ=-Y0=lA>lzmLcFaXx3neZR-`x~}KCSgZy}$7QD?IZ@GmI6xHI z-^1vT*eGo5`fDszVqC|I=p}-aKkn8UX>Z?bXY4OytgNb`K^-9w!u>JB_e9=-rrw3K zS=wvIlRpa#KNrP#o3he!rKP@Y{bx18p%Dt5O0LWA_b~4cMRm!|TX+uL|? zf{<}C(o2n-l#W(vw4k6jc)E91S^=*wRZ#gUXatSo<>j>=fkgH3;IE~PlLaA0c#OR+ zoKLO0P8vgzkW&m>edOP+gYgUTGHQU>IpKqtEq=m`0pM&;`mlfluXKO>pzSal-F{&R z9F0qzbD2}|fbRyN_C7k4jieKLd%-mUCsK{jXk~4utq9K7QJV4?>t5?(Qz_kMDL0&j8&kY|-RB=_XNqx~04Tcr7SY5m0S;A7x5)O> zwcwC~D^jSP22STn&vX$^zrVAU2NT3M_@qJ#iGSkUz#FUY15b+5n+5{||9oPQ_8kR$ z0G$G(<7fbVkcPu}#(Z_Wf5^VUQ`Pn(PR~%ymYN`3iTM3pZlGiH9Bw^q#L7$)1TgO2 zvnLg!p|51_{;v5Q9UV8IjJ&qt)-Yq2`a#DowJaCF^9ALnOG~K-C}-7>=C85y8#Usn zG+e_LT2ZIwniDW4mtwBDvOZoc8O$tx*#LB=^2s$&T4uoEi>}qm#R>;=3pQk99kwKO zaR7ma3>iXi>}*UoXW*`4xVE z%@+e$mB>|jA%hvnWO*c$($Sv-31b@OXk)x$#R$%X+D8F4MvcHu^zEIN?OM5y zWo@!7=pZ6V9Y*(0lSF^Z$BOUOn(jPx>J*C&mm^TuFQR1vo1cM}L(lMQ1CD`I%*U&* ztQKwjR^JgZ2=8ydx+LR@s;bcP-wb*{C|rF!G6<#51W`ESdiH%mrF2AIEG&bj@z zA(+?K3=cOjskDBK1hgA(zoFK+#dF9d@ZV- zDdt_0kRVgd3yl>9Retof%Wcm#5z&mR--6hYIwWYM<>!wft`!riZAXd^R};brgRBkj zJ&cl%oC#)Feo1r~>^%ZqDHmESULaHA1m1)ebYsY2w3dcm06-@m?ZwyzItwl#Y>s;z zQxT-F%V<=cjprprU#Y7M* zkH*SIQtXTq(Eug-oWY+(xqqIw2R)GoG6>Bo{z_cQm9Q`x zCfAa}t|`B?K0wy6I>sFRZ6@wj;;nsf$tv1xd<1krI;9|Qx);CBi$98}7D;vJ9rNGR zGzXF-DkC|{Xz$HkUaamPt9xk}Nm&7My-#+Xgyvw?t#VXK&H+4iQBFyakIdWsiGv>W zbW~kyW2GKk4x=!ST|v6c?Pg!nSAHkS14(vD^T%!Z8kh_T?03KQP13FXRZ5mkhR-;s zWoSr21>Pktuw?M?-BRccsf6Mj9sos)?6$f1Km?KC!Yd>OOr&W2Fm z#?Ca129Ju01ZX*zQ+Vj7)14)Jdq#v$ko5}+@;vI6AFr}~lAzGJSxse%SMqNd1QtwG z{rKRxMVY(kLg~MrEDub*d2jirK$(=N=6MM!LmIZNTB55fw&7;Aw~48;x|NkxL2l|v z5xoGVlff=7??BYKw~f2bZ2f!o?4h+eM(*MJgxvl8#giL^y!M^2+&~eAk@*>KWgdZ9Zxr*8SMtcK6ub zNnX>^FN=2Un|JKY%##Agqf(Vp&PFwB-s7Ftqr4T6^zSM_4=~}u=6(g$?}kfiXh=^~ z>1X}D;7wEO-?IJVw1W?wEiJ8^X(ae#TlRs=4<1A{zung|OT8^uZHq3y(;cfpDSYDc zUB74D;dOTPhQuKq{qM}o7g{K_j)6uM&?;gOsHiLY<{xV#rn3#j0qmm|&Uli*lXiyw zM!T)B0a*cwJ|#Hxh|T|7|H=V$Uy)8Pa&kr@hT2(D)dI+Pp8tpOM+WMA_>6`X!)ZLJSzy3c^j zKG&SuOz1#b1we3OjUm*Et=Zi-Ul3qZ2Wk73w#Lc{vRj9c+>EL^L>sed zupxjJ72e?e*yx!ni)^z5=j^;tosbm;8}xx)rE9JoiE5rT!}(;}?)&93TO^KK6xlvM z|&le z0d#x+&{^Tbf`O|yK<%$8(3c}I^CQAU&K`7lICvHhT!Af!vqXb6rUx`cZ14!ki-A&0 zya|EbXA2HMk{F_U^n_5LKZi;&1nvD71FiCbjo@=+4=Mi` zwETowZfFI!JFo?NK#dLcuynW(5=E6Azt0=P&SspGB*y;eSRqu_pdA*JGQ@zIhslt@ zWn{{3^#6E2ltFdU%%Mfu19u+{zQ8LE`}puekh(ec&N_8nU4G6d(wSke<}B;tIc2tJ zq*Y<(KvOph*skS_! z;SJYj{B4kNdU9e~qwTkYhCC;*O(HFn^vkoFyY*XCwqNdU z-H7vCE9uJdA$T#bDvMmKY>6a|#u{no@9Ahe>v0I#eS4W|)fEGM`dhr}^zPe#bmT!} zF^B_&O^B;XdKpxE8JQz2fxe6$GsZN@({$Spn-D^f+}GK}~B`Uij?%4n|Yk3A{S6hT$R& zOhr_0Z@U_*8Nk^W17svMt)qx-GC6VlYKDHD8WTYi_W?3h{Z2^ zkdA@1yTZ_zVPVDs(q_|uhVJF|2aZ|rjD|8?T7rB4K1@K@p^mfj)A#SkFj__cJH^E~ z`^HD>_7p7f%((0kbt_UBaSr8+UG@4Z=Dr`iu-yPM)x_LM!V2%#JirmpIRKcg6sk50 zqy5OC=PbfFbHc~b$!X&9aD0|kiRCzRJ-xk;+___a{cfG-nz&d)2!%Up_jjd(GOt6t z6K`p0=>+*5e*tZ9hvv)R>x3eU)(s60bvwJjo6uF11_0Y!Tat^bXb35Cw@7oRNaQZY zYLvi$_I_bSVv_u3s!Sj0ht5J64AEBKK%ObsdMb!P1IW+m5ylG0-6H9nr=qo-OHcyHyu|7ThaxKSsS|}>BIdCj-k3)e&*_ThDzRw79{?kE>oy{)8ZYBax*}K z$Rq#Ar_Z=goSU&9%jH5Bl>mI^(t94AoqqYP@wg%x2FA;9oMAv2J6c%yB-XjCuXfnF zfR!1-)dm(a8&)m+MK%rM8v?~RyYVc#V0lk;7-Hz8%5$7QuE7L#roJ9HM?Vg-usnff z35ejd7Dpb>A*enkmK0(-R6YP1Cb0A)z(gjBq`0)oB24%wOb7JuZq$_jbz1yrE;vZ5 z5BJA{F@2&T;(CNyeW2<$vz!&Ii~oW;|1kiidT?x)9F3Nn-obyi+s^JWu9u!`9cPh? z%R=Dw!$5q15}F{Ai;N%)o4g#D3XDUV->2+X;haY@)xFRB@%(r{3*PcXt93Ky!EF2Ya6c?7Uz|o zk)dNa3%jPoz>-XE83(A#Ufs0Nd;IwE=9aqB?MTzzlY{#Vz>Ak09(XZGU;8R%&2&O= zfJzWJiRQrn`#d092SJ<@oQL>%e6#boz9c;E{M~FkaNxl67$N3~l1G#D5UIg4Nwb5?(T@XL#_pyn10p#AgUDS+5$FeO z;{cL}H@^t&nrUwgKr{*YV=X|pW&_fN;;*13RTc@N_`l8Md)fALygg#3=_IGU^E7*+ z_6+81N^uiHKQoBqEvT5c!+GjEJfp}OY^e8J+oU|`>>i6b%T^HQ0gf4W;9jF3X^&HY zc9>P}VU2w6#$AqFe*3AHYQbch<^6tcKAOGj>C*X-oxxdG+b)N>ULFD~s9&NFD$X`9 zTA*@$(>;E4nsof5@7U^Z>bDn~VAvFF^@DmecUkM3UXKSFg1L1dAcZu*)AZhBjwbEJ zgt=A|0B)VokF&=EhT28g2F?)^^bt?b$cRu@I#G)l7`OSz?WJ~qrUT2gFe02|QJpFkbr4|MBov=S^ zDA3)5AXUi9yxYbm4eb_@^3Ybia;P-OU02t|?QE*Ys0U_GTvj%(_;TnJqZ(MZJ`A+(8uahMDXvppR)V;8RL9s!6K1>N|?Q7 zs}-3))hTH`srn#8eva#k|1o+!%nW?Ef6KR5#$A9XmsmuaBx#Jao^$LUh{fp|SICJ$m{qea`-m zhMyjccD_^VanWCVYPRt4`*8)Y>_+j~i_bP|nFD*7Mt$Cs#G8LiSSLi*nU0r!bl=sv z^vgF-wKB=`D?i*XR<2c7|MY8`-fp>tf*+q8H~ru(P-kaf*eLvNlt_kV*FDV@%a+sz z#(q-RvNf>N?Qv0knVh0x(GG#jfb5ZstPyBji^&7^*rMj`Ui7ld?K^J|B3gZ{a-89V z!6=X@y8|r?uB8$y;93nLXU6yVN54Fw2V{;|}Sqvn?{Qa9&Lcs*DU zCOofnr38q&#H(C~-8X-ZGs}>eN-@$`&e;U>GQ^PP?`o`NjTbG$v1WA?)}puKDxJVi zS^$xG?{9*#8Fu|s-)A0*Ob(dxOh;r@VTYr_8g_VkwKl(g<@2!QekEyF*AHceq}R~F zpSd7GBT`5KMx#5@EkiCHA79WYjEN_1DsMq35B>!F1mCB})K`qaKYW$1Zqb=!xuMA_ zFDgFD76aIeO`oqiibx#4mtaozOLB2`4^GUVaI8A{by!mtnZN_3bo%2>(p`?|PfXgZ(pxE(sep$e9| zflVfHKGU+2tIDtJtZgsNI5*_@&+`{B%aA=XF@bmdVv%s2XR_A^29FgM7B+CJrcuRA zdpZ3_y;jS@P@YRJqfVrVm_gDRe9gsWqD=tv@87ojYvZ|pAF*(|l=C)8UZ=P9W&ZZF zUP|KOg>rL8>>aTLMWDolUG>rD*(!``mJ+9q4IKhZDF;z%pkOU-aX?o9i%#jcpkHzE z_lDYvMX!KmGWVo0BjdeQC2-R&B3Dzo13<{LUkOarZSPU|I zf{dseprG(3mVBK(LUhK$g@Ukv$`jg;^QQR6UtWyAaz*pvHpxB`Yf|@O;u&rmu?hJ8 zHwg5xCD98#e?ndK7_MBMRV({th1Is?KKb5MO<#43k9UxGijl*w?`w#$fdbBXRg#kL zn@V{ovV#|Vo84Di43(+;l4%Bofc=QApavECJv1F_V=A5pOe2R}DfCOX^9Arh#G)ZE z|C3QBz?Xq>es5lNbEI>*MtZdob`@H=S!L14)-CSR8f9UYE5CR#kii}CFnD|)tK8N0 zLk9MJbmH%4DHnjq;5@?kF`L`A06o1~ZsH{!l?k>>GWa5+P$ywGDR__XAUk%zwI4)k zb#}DY13d@DFczC9EQ}}-5TI@TDD%s(r$+MQ2`XRg$edqa`(ha6T{MqAC4zy3mqSZ$ zP6{2aTFMoF`e|$sZgkxrMJ`NaJxEUfSbo-utT#JE zGe%QPF~l_>ZcG$GKyS+EH9#WvQM6!bC^*o|-1;^zavWDur!@{&J@Rp6w(*KAe{4Oi zum5XhrsOTMmQ)W5hep92mB0-KmjIM5>|{-aU{dd46j(b@b%!Vd!j@&41=mm#L4e;e zMma5eWg_Y8pWTNM;ZxAFU2B2Q4#6WjcfR;&bu_9)G|f)GHxUUHog;0zPs;-5c&H64Ou_9 z^9p7`z;!SS?xOk&4K)B8>Z|c(#6A>~_zu;9ZpKQu&*#1G5w&0F9o#V(m|X`60giuJ z$W^xqFaiGsmFHrl8e6+;!xh*3`xHt~_cP8yl@hqRRmbUc`dj5TI%#My)ldJuh8k;< zF~HTc1fU2#ll110zFB(y;OM0rge4TA{Ezc+x7?ud-4FWpS>{zWRTNx*5s6dCgSx*}rGQ`n2(DCN|mdA=xU8Ol5%4CWC*2 z3?>5{^(<)C(Dc5FXqMcoIo-LYsQx&q-{8qLme$*pzd_d@tJ>iRiI!!@WISEgG3C(H zkdCO`1>`Z+Ef|K@|2U;O_X4~Ua{`)b`6H;ie8PN_-}olICNFEm$&beYkcR$d4;I&= zCiUl(zc_asv%AEUDHkv^fR%JVm#c3`64E|Ui{4bOp7b@VReBbJ4=L38+na!-#mg^S zY|#Gx$0VoD^1it<4ex&faZCI)@C7}kW*|)2=N62IW*VmIt9TOv%HSMlF8-T77r)y& zNRS7T=qJS0m45r?DXASsOyIYY6cu0qTPo!AC!usM>eCBle;`mu1H#O`;4nv&Yb1=r zNv;+CA|GCFALeou^(E#(63;M)YV;Y9RuCMY@00SE65VL4H2 z-;fbXpZKEwNczMGWifdHM^Xywu3}A}aRfiZB}r}nmQ@mCHOWGv)t5)TrBL$n=1H4z zwh_N(tN6)l&UBXL{XPj=yTAXGB#PXALCw#6=!s!#BfSF94>Y7BC17*}YDWAX#o~a_ zGWfAuRdLy}ATr}9;6vqgn{(NW7yXR@7m=y3r6UnGe4OOf4(dBlPsZ-PtD#F;kmHOC zh`}`~5vkHNOU3WfzwjBxU8eg*l}vSl^pj9-|4ItK zfU~e42hjAXixrXfc;scd<-Pq)RV)QV{L|1^JPMlI(~Lb>mTaSIxXCvZSj0oMQpQDi zp~GlssixCogMD-afg@W$6@JNjqzZ3n->tfq^%_EN4=>0jM!c4Fxsd*5A|w@IUkkBJ zSD7bQwTq&6=z@sP;BA_eo8~u=)p2nBc$0wZ!;uurUJF7_-q3@F+Zn0Cw#`!^*#rJT z93$R6_=yIBH2_uk2}tjdVZ)Yy*`AHn*O(?Z{O7>f!ikywHW5j{wm<7vYfstWA)8{-`bZMa7RKZCrgVN!!Q?I1pc`(w{0a zj!8fUAWUB&jfq_RbZ$dzNH8QuU}=MdfxvGcVXpvnE|x-pPyd!+Bb``YKt0$rwtU@Ez?c3W+phiz-5$oPl3>uS2B3DW*!hMrC%8ccB2{w}7TYe|Oop^`0 zp!>OkEj#sFg#-mx!)QVBZJ@1a`X12vE$_q&HFZ`LX@(Gm!IgZFzfjx@SH}$Zs#}~3 zPZ2V&VC`dFWvU?9U2!RZo-mF@rds7??T9^#(er}N#l{o^C>2TfSr4SaQpoS=4hGW+ z&}MLj9#0`mRxqtayW8$bt!=5L;DX2idC1j7|DtYqF(;QY>dUB?J z%zKC~6kgn&?r}qh4_^wF_u5`fv8%88xH94S>pA0*Fw-gLA|HFvdj`xv`Gvb*2Fyld z<;zAgC9@ViF?gKNo!|>|BRpWu7{?T4`UsIp`EHPd{ zp<$%t1k;a}h>$4KvP0yOib=%#2f8*=fLfj#taI`|jE0RTPIZ#Ot2-$L8$q8n%HyU# z0eE1&du|)b;NPs&gDcYNdjcc)z!v4_D>X@9d;@s8YZL-pd{x3nBgMcrbJKpL7|dYb z{-`9?N+>~g!w)?tP7!DqviCy1&mKHGZwz8=Je+%DY0=dR8U%V6kqh9}xcL8SjSI%8mmQyG4my<} zXpjz*6%_>_j}LWEHUoSrLDez zwqkwAHiNmHlor!To$ay2P`Cq()QlVEIR7h991t1sa-=X8B3%6hrOII3Bkd%*d$N>K zV~@&{4(Qd3L{$5`I@c;X!k*0#QUsY0oJ^m4Z`Ua$#%+610tiC4&L6oL#+KmJzJaAcc2z-blh#ATkI-~M zG(1(yu>8V?uPP}Rxmn2C9o6(T9r%GcbMxR z5;r-{!f|)E;)%&X>=xa_-c|t5S;6@~{brQtLEfj~h@U&2%-@BfSIR*4mqLiUinHUT z-|DIGuc1>76!eqI;YO?OArs0sjA2WwW*ZBGi{UwU-> z=t+}~gNG@qmwuCueiioP|FGa78qpe`?+HHN=34TynjJx(LCJ{JXSA7u#(1@^EHW~3 z&i=)+ZNsT=c~LRHvu9KK%OC|d|Q zkaz<0kj{sAMjIeqq@agg*baCK)O*PA*q)v!CT2<2|Eg|_7KV;qEa=xk0IO6SsllNV z%6RjCC!k`PR!-`GxE6wN_xfC9(+%RdUH5v5WDu~Vs?X2kVzKl;h>E5Y4w$c0g)bvZVEEB(|UvDhNa&r1?6s?BfeQ; zKgw6%W}N$O#;If67VAG$+ShlMtjgar%@o=<_3hiYyT{#w3%CyYPOdxYJ(U6_%n~|BtWNh^| zWZMn#nJj6p_#eVv4F*TNQim2VrByJt70f{u9BXx8^qUTG6u%`a)pebi_k2Sq_lM z?AX8{oL}^VGzV~7z`hzzt-&}*2ys0FdYQrwL5-8%J7c3PIi4wc1yt&YfCsWrDI}mV3iFf#Uc(|Y7%!`=r!vA$D z^R7G%SVj=uh6_g0w5*Z!S$=gZ+SxgVW=%;9T-#T*{2QR{`z}oQLE^7 z>4x827_8PBe#X`M+zR~GajHui(9fiHHY`TlYKBN%}5baKHY1Hn2Ez(k%(XX zF>&~xVHnB;KezhMPD99VXQtmm`Ys=AoF2s7V+Q<&1DG<{X$*kTaOJOJjI2b|k!ljT zq_2`3ZOOcX@|;j?6d9@(u0TNaF7^v3bu{>>Wr{|GPGKU#n6w2vxd|ZI+4$5f0n$(dpchCI@U`WByS#g!UD%1?>*DUxwCDnYZa6RD*TSxJ9x07Sb|KSV1bR?{8UET6FInCRctSVt=>F`fte2x zBy&Hy86JnmpSn`eY;pDR5R-5?B;p4u{;K6}X;wJ?vlj)9F)YN*?NKPd%2#E|7iAolPA; zDq6v_v9@bWNVfJz=$7xg7Kt_rQ9<-LDzUyX6U;_9sYcFe+&ON;eV9lSJ=E(@)$7Ck;9s*+98Y z92r_UhyU*~(46ZVZzwLbXBEO5oO=MgIXbd3CorV#} z1a3QkWKv~O{_P7;3e_NxTn(+`HRBYc{FI9zy&~|ZC_*xl+U;sVSV1FQ(zs&kJ z=F!AoZde5ugaS(zSTs@On*q$p198TSu8;i@Ja*3zSfpFo*DN+zz$W;s&w)qR9dz>8Fhvj*}QRZKXu5ccLhQGOUm zJsg7Uts8*`fa}lm59NVs;RJwVKu!7UYZhW|UVD8LO`}@?2!6vii;;);VDaY7li`Jb z2{s)jFv_ODhtI&Q_6i#MIhjQ_Oa|b)ABTmB#xp2RNa!&OtA#?5Mv6;xYddo@nFx8D z@HDa0vxxY)QNjy7buTS5bF2m*PCuV6?t*<)i*Od^Cq=?KV_O3UVc#nKCdm$}97vNtrthy0A7|yfKUXJjC!x54(a9u^2ne!{e6g2$|`zCIPbBtiI5 z4{BhNO~rHm^8Q{+hzDV@`V0O)av784j7T*HqZYbz1S=q6Y2N(#WNVKt4@yw;j{7?(=Zk6-VFC!UhV`)_{taX;q@oj3JN5~#P*Ue{ z=zq|Jj?n)jv|MFk$cL2uB5-1=yDAO{S$hA-=&K|C zeE$Sk*$qb3{8jLuYZ}adJfs_gs(2o+N=xPCaPI*XsH-C6jV8+k=$7^MRnLr2_H}E- z6&65ig_Yyv+N5gEslxz@W^E#g3lSM%wa*ZBZmM>eH~Ii^yhsolaSlN5O#T;gf)d>f zk_a*`e7>j+DmGs<>6L(&6AN-UlnPx>zlu6kb~VB{@FDL{@xar!qp2PtMxuzx!mRrQ z^W$p7rgCz3_2cD0vN$_X>0m`kyN{qEKe84wfs`>8Q(Npw5u&<}jc4E|IIFR^)&+I* zTT!AUT9O$vT_#dO;6dzc;2$#vVbI2ciZ%oBxT~W;UQj8LKdSyYO#7_C# zV#Hf9`G`U|346EQ8A<^P1#f9>H9?goEpRe&VE)Q)aXj>z zgs=B~-diChgG8NpIZyb|arN|+XwX7OS$wghSm-R8b04Kr6m2%tAM$}p{m$cWadJHZ z&WY%!MiO{(kQ-vXr&O;`JS2e;k!O_TOr^f!b8sAtZnPqkyB`M!{j!EOSP4u}N^yZL zW6~;6zw!<9A<;qA*aC$@#?{#MhbY++6%(779k5(hcNgAw4{oJ=O)=*~{~@YYkNAK$2fzvW#Tj=JcM^KCNeK;T1~Hfs;Cq+EQ8gSbA|v2X>IrRN zxi6!gGo5=S)PA!!4ubX=;T4cYlL|ENTJ**{GdZ8&IEfZku`OQ_Q=w-AA23=ma<+X& zEy$SewT*`@&;hk@QXr0Q*k%M%t!zlDG(3h24Lg}_+F2%1hxI-xpNCz~<0+TRj<>K`$q(MC-x z;Ks)V&FQ>&8cqVzUEre7Il=_-p%Ou)ozYS&gD?P2HdS`TTv)`>!;mzB^9lMd2c%TH z{}|y@lH{n@;5dn}oihOogC-$agcp%?m7S(Hwmca|a5EXoAl}oo{{Ypbu8=ug0kq49 z0B9&tOu^erJL_JbI)m451po7}RZD6{la&s!ZfUu>GAoP5wA7Ao7zu2`7Y1C|!za=y zf?eK(wbE(;{2RSkNZ^fkqk>RK7h>(gjBh!o9vZ~qAjZgY=X5=Ah)HRZzUo}qkINV` zkdk%taUYT?u{37mCS;^h?hL1Ld~*WTFsi7CP4+Jz_YfB>9Z4Qc_A%uO#WhK(Zae(7 zYJ_M0q(hQDw&97ndGnLrSKF+AKo8G>ig5e!Z7VaOn*~~x_SUE3{HpYA85N0QKR+6- zn4~bG)Z~JcQNoC*9K-&1Tw3KHX8QhK9Hd~&@8`$=D#F@)#H5DVc$^cHlrOrz{ZXbh z2;xO1`lt32>KZ4k%iYnb%Z+Lp4kuw$#G^PNad6B6H~=j~83ZbKvFO<1Qw zEMf~OzZ$sNk&afq{VIVU=cmgIoVYBa2x`AbZNkGM1C(}sIH7v9%6Q?~za+4>F(4?C zmXLtEev+v-N61(W3y~Px4l?<0`kPtg;DqEJotvKHGu^b?+-#L6H>a} zc$xK6pmPD%X7>7smz65JqXfao;5>A7k?@O66)Z$-v6CO-X4KUAIp=FoP{@l)%L7QO z36Xbp(`>XptFifQPQRS<7zk-=m)bfH(OX;RuD_jeAgD@wrIroZilK~m#x^0>0m(<# z&29)6$ukAg^sCe^#~5paJoI7ZM}~)HgM<1VD}}n|W(|sYz>5m~Gfj$=yg&mM$0BZ= zAr`EWcL@KO5TOUWGAc`$J8!N&RB<`7|YDgI--H7@HDSeN=-f-i?h)O{$JSr;U ziGH@)Pf*D^0DGeFpG>u$Xr4T4P<}#1_LO8PR)Vh`+dlc%-ko`>`9Gk|pS10Ts)dZT zia9CqCn;@cDB;adxLn}+HUtVWjAOf+L}Ht&iVg#TL_A$7f}&{Hz>s$kVOd`v1#d(g zxNoQCH0PhA^nW5h`nJ&LtCS=R=GwY>Zb*S2QU7Zm<{xH`N_r+>qIm=%Eu|)b|DjYX z7t|n&n&iLGK_ziCkT9H=RMIC3s_qnT(VlL`HJd0LtW7nPC7n}dxH7eCecdUZX+|cz-?{4b)mWD zLbGJ}r)>^*)f`{0Zn`PKJ25M4!_V`yjtNR9n=h{aTeRO&@@Ds?owks{ayTf4Jg3@B zOHon*R4t0KOrS(|V{j%FIiUl?t0&2KM|{t5PT^>M_hn?cR^`Vv4S+`K2l18%V1T!) zT^o4XxbXov_yZLwQY8M&3()db)7ArxidIUJbC%9D!VaV_i@j*L#0lu$s=X?Ndqp=RRi#vY`XDYfs4SmJQ zcb;3_usYFib`gdC?r)WG1xk|vRz&xAhC*G3rDthtHgP4u4n6MNQGjz~4`LlLG`EhO zJmOBBYu%@VO=EZ-k7#zd%tQKT2c)g9TqYdw6j>S=IMi^ik`?n)YvEQ7f?DJsOvUa6 zSihz8ubirPZlGA_&8de3uFEZ~sjfa(-2jhS9xr6+N(>LYzban3Wrd<#EBVZu1{tTaP8|=aGl-~Ch0{nsz>oFp@0aY#AHo--} zEj12c4-r++e1lG@o)f3C_xoR*^Jt}`h2t3ChMrSf<1}Q{@jz*+4`kE$cr3`#$`7iE0Qgv$vFTd z3}}w`(QxXW!SC!-)=LQV9{hNkh=P!`e=(zQT49Ws@K+D)chSZTFyKo8aMfc(#SuDb zJyzS-??tZi+@{)+@R+-;*d0T7>UM-^QP2h)YbN+3K?o=NUKqE_yAA2MXk`R=@O@fYc5tc9#LJnY|a>)8gbiK~yctRU17s7Y^ChN#$5bUKB(w)zKeOaTw?pZ;k54AX z8&cwe4PFp7#eyNO%ro3tN_hyB!5N_n$35aPz3?qBI8HUTH+E|^g91Z_H0i*5bbugr zbTs55V!}SA@FBJX&2wp)MVg_yy4`@dd0=&3Ofl)$UKaX3#FwGNXlKFAg$~s@3Ugxh zo^dU#H!TZCojlp)`hlKl@|5>FUF4N9eaxd{3PuA}g8931?GXmQ1xaKCltiDDgVvF_ z0$@)WcywMNfR95v-Dbhm%z4yOU&ca=EM4`B)|9eg_RD-8R_yru%i@Q#-jB@z@1=G; z>UTSZ+jDXg1?oyZ6m$nmjCEdCUUPRX&_MJcqLgHHRIzH$nYmC*j8pc?=JLWwZcoG> z$8ik7&8~f|jst|9Q7ZQA#^%)iWZtGV1kjRs`(T+O|E{F^!Q{;$93GY|wXlV`rVWr& zkmU_tgUG)R`L)e^|6GYpk~&iwdk{_Nneuo9HC+JV8JyfTJuc}G=+7cQy_=rQ74BK= z^Q{PP!E7vRa&UB{1!$B~ii}C}48nUn0xcoJu?87Al%@{T!fX&qJTW#>yup+ zjhrf{U}s<{q2@rYDBlDogtJNos9GmM%AUv3OE305VBE-E0QWo=t$S|iIey=VSBRvP z(EFRYtVE-d0p16!1DSQwviNszhJ{ra`icC4r$u;@vmkG2(nWCU(kT-|*Gl^z1a;aCtYdM&* zqv2@j$HA!XfRn5r2M}^@{ll13RFD5bsOA#4(8>_1H^b?q+W15FC$^L0rzX{Y0U?iB}l0E+2TX$BtC_*y)Tf%ZdrHE+85|o#gVb z6R~}L4AE+MhI|0Nl06DQ*AqZFd>}>O9l2m%+vO&ZghvktcshEhmoU51YYY(kEh3(P zLQpI@5W?ASW`~|T7Y}hPz4Ul#)4@><1bQe4%>fYYZ*Q)S2N8X$%z2F{Lz?}sB}uuR z7#VDzR1154Q>67RL6tu=3Hm}@dLt6Rdo84IpqY*Q5BJ6Sfw&VI6cL9~UIpk0e8&}l zk?P(POm2HB0-eRj<;E~f=6s@P1eC^Ci2F*+gduY%rO%=#HbD}@JlpaS6eI@g_-MN4 zkiXm5`3!D);VJFH-%pGdq}i~~bU0vLEGs(6#3ahoFF*iNe6z)9-;sEY1)5%^Ecfh* z&;LV9cV#ZA3b+I@LsLMyxOy1$qa!BG9f6AR{AUO{cOq*-PU<~$+DmNok4l5n59P!r zDX1Q(p;KucxQgpZ1>LctN@qVW&K$+POMder{H-X5`q7_<7fR#iBhw z50fd}2V!Db6Im@FQSlJ2vrC;=EugAu5z(SdY&#=vi>|7aGf9e)SLN)gTs4q$pO$}f z?KZyCdJPUIRu?lWK~>dztjj|4rvm~wkxO-Vj+5Kh<@kj#e4wlAHGDjs+by~LFSCUz z2W1Dp@83>}?tQkZssXc^AKNXe?4u9&!h(|?$^aW{UPdW#6A4}7CH7xmUR*DEU3FqK zf1c-2r~gg}QIE z+?bLGq9-!3MEem-bgBKk_fZcI@r4UF-)AKbojol6#c10E02a1R-P}X{W`1gY& z+sOyJw&{zS;nq{k=T~5KFI%%d3h10+5`vPNiY+Mug=jX=U8U6e<8*|o!JTMWNcIez z;&AlO+4+6~iJ<}RL0Vu>OR&LpzeQ;HNkPR!AcV|YgppB^fu&}#@$$M{c!sN2WQ?78 ztXz@R@G)C<r>%-+|3EJX5iC1~9L|GW?hE-3ZaW~H#u1k=}`?L+8@ zv6OQF1yvsas%HvSBBd4uezZiWA!Usto!2Yet!=2|&xKvkAmyh9qj1(`|`S{n0qqcmVbCSKdjj_fzci535v>g!~}zGYqam_f9mZ>xK+f< zfMn9nfzrPZaYH4hBwxgUc&l$KfxXhQ5jAeZ&VpY;J`;ySYnEuI60zCfvbJEQ#yrQL zTcc`ecZa-X0jYK%-kAeR@=}1nBmovNp982cjEeHSsSv1Ev=Nq+N$7-58{%# zHVnaW7c`H$9FbsWvE1Ahm`C6_V3Q{ zICB=81Rbi6KdDi(QT z|EGyVOza(FebDMQY#jbVq0S$8_zW_Eh~0p1mPmDqv%;Vc!-xmMlT09o0B;iiP}?_Q zanJIjl}CGeHc6efpKsd--jp3UgK}SUE8t1xAjRmSpmQ9+DO0o~L36DqA_Fe;));LK z;43-GVd&M(&CS6nZD{Natds4EQA9>cI zt>5A=4<7{0-8ljHs7}&WffZ*T4BXlJ)6&VuyU8TiXPV`)y>pFU2R{9kx-?0_S-`D$ z?}SyWPPV+TmnfFMexcIz^S%~WJE7l-JKuXPx~Hoa@7U=f^`$hXQt5Wp?=ed+&sef$ z3xC_b?S~HVmZ)1*`Af%Pd25!Ph}IHi<$mW+9lm|znmN*oS0~x+$zDHaWKHXbIj)<8 zKH3hnmCRkLyM=$l-W>;h{XGy&^Wc%aXw%LTUJXf&6+uel_8P}ttQ72JTEZ%oBV9(h zuD^Tgp?2!F?o`(On@$+s;QVN+KI(r_eB6of19SKO*wLOeN#J1N2g7`4s|79-#D7;!@plyUBb0x$>YhpYih!oPru0z^?SNx@E*3H#V>?-9@ej8@uWeiukci%yiW;pw zL}ULbSEb7vOo=GAtnB^%Iu&OR?QM4spK9@l^?dXgZUWZae~@YpTuRBW4`Eszx!ctmk&k=%pyhuZ3GVjcS&0+&Vy zKEf;)Kl5X_3&jMF8`%sJAojv*iXBb5FUeOK98mf(wParecbOp?PqI7r83gbIWH}BP zJc801^A;L`r*=UWCN=Wp)zs1-nr ztf~h0Or&oGo7Rp6{sw)_<@RLv3V`f#N<6xUKeBB<~tH}yBq%1 zZg&CQ<-rx1DX~!1rM~GAhDx80N zTEYS*rQmD6Y474#tScR6TQKAjt7#XDcuz}cfOzftqmw3cv!pLs68bF+7lD{fA-@oK z(TA!sfJ#`|qz(*xO|HyUmT2Ge{EP@vNM8K>;Zwz%mK5xNDj>jfob>|Jw?RI9P&ZS2 z+kchx`5sT5?PpuRpLN9JXoSNv*`T@hT5Ot?=TZSRis?m&ep0 zEp^t9GnAj@6-$VUgmYFuUA*yRL1MPDa&JxkgZ(c1UiYu;?uLpFgOZ2G+qb*To3FSf ztt$RX`wpR%6{Ghk@cSM$bMaP|-t_e2<;`-d1UeKx{yTH~|6g^V(DbVGcXL8gMlnS# zKxcBNOt0x%&ARTuNDeJIIu2cLnJpyRgj5l51(04q#28VL2qrxSc;S*$9M+Y7KB4e& z5k!d)mz<8dqR2)>o=3A1eeAphJ5PeRh(4CCMAmz36Ccf|Qx4}z=BnU}FeV)Z&`OUj zR(E+l-9R`NhLbdqO6Yx~A8LEpcp_=-wMV}E{@DdJuzu`@v2jU1hk>qUs5<<4?CQAj=JwN*I7eF2 zAH6?;OLQ6~67gxT?%OyMWz6bsX`wLV79QVwT=M(MZ^AlqloAb`%*dlA34nC$fZW&2rBs`hES@oH?F&RhJ$G^+I(8^LtoZySCX)uODoB|zy4IO-_?PYU- zfy&#zs`xGaeok1k%Vx{H%HN034g0 zybiif0@XksPllilV>tFk(T?3H+hy1aws)h0pIWba5Sov1ea0Vn@l*rO_NHiI7q4GW zG(=p5YSSK|;Y5re(D?EB#fN9v*KBeQ=l{w?leYaGVTp67!LTdTAuma62=bV<$1GjMp}2yJ2){IeuP!ryde!IfhEa& zlYcjD{P;q5vIWL~Q-GKg5IgY4UgM6e6=A_U&f3}dfe;=+%^eFeDRz9 zz0sV+o_zYJ|3|3HN!0s3cl%&gKzCih*n4ZsGMC(I;FQq4%s=AK(^wOuH8w zQ%FMs!o^g#3gHYv0IWhCo}`P=jl4ykF#>d}TsLer17~XO;NKv=y-%_a8#u(zR}{zqc`R`iW+Ku(Y4GW^v6&W%pgCwWCU+?v|0SQJ+7Vsa zeGFND#NBd7S7AJ}G_&@4v&F=$xe-MK9EkGz6?2i*0A)N_lO@T6@6Qb#qNso@^o&?( z&*y6mXinnzzbrCfV8rrXAbbgrNi>D{kh%UKzD(pG(h+;&+96em3Fl#q^xfe+s#`ar z_Pe{D5@e5nzSfKK#Q+$98t6kYu0^(JX{OsG82f&2%nxhH?@9Y%e_)@GpR){|AdMfN zeV7G&8UJ~A^p05U`WA`)cK=iU4m87(y~+O(R>{w2Cc+I7=quQk7xEvnxzv9M$8Hi- z^^Da54^21px{PVUJw0U+en|+&e>9AII!!3qJs`IYV(6|99hPUeN$dbB8t0`M$>*|l zn0O;RyIJu|rZ7-FzKI9!ngC-Pd3Is&k}}$_~#tf21Yp z^%0e*OHC1rXk_7Yu9d!zJ6TILAhFlmcUsAx-yf?vXnXke7KdX|Wn=o`hFL@~ftJ}i z+>n`G%Pn#(Jw3D8k4(v$j;p8s<0JP;M1f)P&j;3HKRpxK;^~>Ns!t+od{yg~;Li}@g)mOhU(1=T>e24__$#>D zD34>THcApHQl{PHxtLgWA2g7Oz@cCh`tXFuyQzpDdJWJ&&jO#?iLDaT7*WxGo)PfG z;#FkhQvPv7l(VIC8ZSSeP64X%sy4f@p17bs8@vg`+ByoabtU&KP(C-@%oveM$B&}d)b9_|Mv8+Dw@Zg-iyr-*0M>&r9QesY#O+4YZBI=;Zm-@G&60QQ#3Zpr zeJp#BI8gk{Q^B!mpVLJUG*5(kje)7^fJqgz!T!A&4{XZsJwJWSE(CI1EC6k9-)L{E z8achEqs{{iDM|tM(nx?&nxNvg5GpD;S0Q{q*A5GOKh{jt`^9=2lO5XKzT*8hX_#O8 zacXL6DwC(;)!{r!ljIZVc}oBA_y7;s7RBuAX=!mF=NpIAu)Vv}v1P{!=A>w0C?A~f zTSCr05GqiRN|b+E@Q%Y*>CSZ26sP(RYCQ5<_>WFlNy)i1+v@F&5yqJh=C5~G*)t_i z6E+3f2g`ITQP>qq-(xAF+n5HcvTuXc+pRp0HPhzY-B&#ksJ1KR-g71cA7K}cUnzPp zpL`MYI2Y;r&=%P@4b$%3y?Y*T5|K~Jm zI6v{v#VZyu#o`~l^)#SaMmyOis-*P7Rn5gV+>lzy&i43SeIqDy4v+0sg z(?-xQ<@B`gZ@ff1H!;9Y>*qg5D4f|hH;uQgt?e^-$n`h3^Wn|Sr{`z0V&|9BQpfd& zB0pSbS$Ff0f{Ad!l>VwCX>*J7-$eO0-$0sTbJ{ z5poT{H3KK)4tTEEeT&U@h2_M%c^}nI5AiMtzAh@(8i~!iOE(nxkKgONn3)nw&{Tab zUl_Co(tx8WDJtaY-j*ZVxqzORlPa!Lx*NnVtN)n#S%@M0>K_Xy7vwZRy4jzDvYB5% zul67K10Vr9W~bb9s26K%uJwV@1JYxXwKgeF5#v|iP$XB?G=m!o{` z5rqMRhl4Zm$tZITRW|I8i(XI`lOx&(XE-EDM;+VbhRhIkP|r~99)-ra6w8k^e=~k)aPHD19B$=8+HVsNB zV?r4cny8eNSsIl>GBlb>M3EsOLn$FjNKy)Ap68kUTj#Zr?q_)4?|b}?_pkRpj^}t( zT=sQc=lL1dXRUS40P&tE`LLLCUr669Q#BgJM23DJAvMg+7PWhb@(a+u!mk8`k;Zf1*_=0c%(A42xGPOxF4@f8~5D6VxWDHwo|6N{-F1XfGUkL2|* zJopGdBw|+w^zIT+xqGKJ%ZE`GlYfrx1&Pv6`cwlkA)$2q2#xa@B^nSkKn#x~%|ze-66SSv z>2YfKe){Cj%CB$B?ZykAl%F|~Yvx9-+48}m+paHh*{RMo=~ddRsrwkqwumZhNuO|P z-0aS!lS5ZuxbJeoZTilcTR;(-F1YAcGe=5J*7hZ)D{oYMS9L7ft?OF6$}ZRO`1Y!* zgjIHSA02XK+OLAn@)&W$3_@|GZQIna9y(r5;HXJz{~*$0`B$0jMZ2djmFVXgK5YRt zPPg`<2(#faI1N2CM7KLo;cCKex)V?IK!53josTpQe~WtpwQ@Kx;5z&*N1_vk#-0yQ zlKpk0IX@WX)$Rx2^gRM)YGXGmTH-l{nddT9)N>2< zGS69Xo2nkWxyH-~Z1+$YYqA}YJ6Yo)P>adzP9#Y|MP_fV6Y%+Gp%HaY59HE8_fy1L z*zGfTr9g|PXUeqmPyen8(q}8#Czzw&6`Qr`=KY34zD2L~jxV!Q%Ezp-qPyR6VCrcp z7t|aFQQ838g^9z9)c|DQ`O(_aara_AZG7fYD@(F<*czU$EMeEbKrZb3RY1vQ9#c&H2~HCleRDtZLYlPz{!@9JEKfw@{ak0?58J^(5RxbX|&tjgbYBOk_&t>}? zVge$sa#%`%5WjcN)+t`$((>;9X&aX8N?T~Ey65qEsds*-Y#8KD-)9>|#CyX^AXGQ& z+|%^k^z%HsF52BH8n@u_wC=Pgud|^$ik!D<|29u7?Z=1}2Qj(TO~Dk0^GgUujERkL z-(oGRRS;iv&|7I^A6UVgvJP}+NV7e0M{_%5pn1**X%mCd5Y*V=xR=C+=?coqF#t$V`5&-gQ2Esh#cSQ@mx-n64;lfH*VZ+u@=Jv05i> zD~|_QJ^Q8ht7uzg+B@x^r)_nxC_+CfK5T;TNwy(>@8t@`1$1^Jx9E@~1~V+Z7>(_R z@lL1EE@YEeMcrfTR{7j%+Pd?aE<{ZDaR9y63Jx6MEz(kb_2&Ue7>Mnxe8=pU>daY{ z8;YntU(PWJ=lMipMh#t+3WrR~hB$32bRfQDxvnsNdk{wMN{WhkheGZ>gd>YC1~=~C zgJ_cXL#q#0Y^*pREu^PVJZqOu*17bor$(>I(m}Ja6|xj{u#^NU9kni@C6ctzB8LSj zE%Vd13TT;lct!$;T%~RuoJ^WwUnxe^iV@t|~ zL41jH*%92{u6AO?vgSlZrhVg`)>{ATl5k^KgR|u98N9USz=kQlc)o(W+V~oxJlS0D zTn(4TXha32^DdPA-kzR8$ZXlo-PP7wm%#K7g}>6_?}^Xc7+pHRvNwQ+EWS(Is!V7l z->u2y>9(D~=hT(4UV%j=zf?QzZecl{7XJ>P$C&5otKT0BX%h=8^BiaoUX1dU@BE&o zk-)L5ZSQgNpve&{(w(0)*I=R|hFyUMz5p@u6I2{e`%Ux;12Kr}gVoX+upaN(w`JXy zv5AJte@{I7(oObhLVPx|)S?c@dlyPOz9?r!$!2^QJ<(0VG`?p1;+2uqn^vI5W&m-M zIq2?PPDkyUDaYDAI(r2<(&%`shA&+Czhn2Ja_|NtJ9Zf zSa6ib&#ao;w8%@@NPJEp7tLcGo_b*Yndewg*V!5o2o`gEH8G9HJEyg|M+=EQ^<*=0 z50;s{N7S3aCL^;X$bohlA6e0FIvybBI~3mJntzjPt|}V-%%^e9^3UU%@qTeN<3sWI ztWF+r}k3PO;4duj8_s_<5;|c9S!LmvbLk zdVxp$VuH?j4cdke)EkJ?A)oU|^y(6_z*x^=sWldad6XBMk?XVQ>MFUl3bDK;rf`^k z?$GbjHA!Hq{|0%zDVEc^XTHNs%Yq|NkKHowqQ;l9!#7>GES*F%!2%q9sx}{&D8FXB z^IMC@p^n^j))bF+j5~* zMp@Ocz+E9$uH+YqER%iJdM38L9KLYG1#;mAi#0i07ATb;p&}#ALE`hYZV-M+Jh;PyIwr{}f5W?)M!GajgE8by%Y36mVyHWn5|&UYL7z$q;{q&5 z(#z0bC4_nPXQs2Z8!gk1-EvJEU)ph_h^kHW^Dl7Ird|x^2KAnaBdLXYX!-^m@vcU*(bvV!$;Xo3{W12{Q4Q+xpcYO^5+)2{Oj9OHy4zSNKhlZbnnvm{2x;!z)BFBX{cIRK8Mw z?soa0TznSH5#$$gS8uJbE~Igupt7YTD`iyfzUjKwD{TfM5OSxQUhsnl2M2muJs-fN ze&RbnPaHF`{GLtKtvjvqr^x}3j>VuW`372ASAyT2 zWri0d_3S&Ytdejguc?p<>D{_hETeST_GV!nh$uqftoWsWRh$zvVVpeOmxcU3!YnT6 z%^UeO=3mr+E~|MjyFMtoDKBRAX!b8)uCm3ojmfGuD}ZouB7u z;foB=qHu9564g&=-2O;Z-YRbRFz>1SlKgXq?7a`;eW|SQV?UK$qWd6}7F5LKVVa%O z+b+~^TThm}Xi5~R=>p>3i9@^hU^C@p=mv%Aj7>ub$zBZCbtoZd9;Z<|uvg`{)Yz1Z zyPD=ouL<88D^X&S(4a`~5Z9*C(M6;qb`&MCfw6`~rHj9EG@V#MB~FK3s8l|Wd#*zQ zv~vqszY>beP||+s$C-kQ6>(Oxp`Y7n0JLFf&!y3rXklmFH|z< zc8}qI;}c?x$GE(q%gc)^JtM;mO{0yp%44k=Ol{MAGt2!;#UsvN9BNm;SNPbptkaWw zecX{e7o#Gx`l=maw)Q)&S+@y#FVhqcG8P>&Pw}H$M&=h3d0VJy*{ccE59>ddS*hNf)2}3`^rqHZ{aj&SdM)R@*ZzB$pM%#il~V_w=|2nC&g;+p zajRZB|60;k_tx3|8fFhlBj38)s`!5x+J0Q{=jws$frn4L(#7wJJ60Une{62x6Q`qE zh4Z!6^j+XwrXR6WKBMRGt9=Zc(gGz_W$ioSPgeJ&)VIgZP%hovy-WIGsA}LxuguqG zzjArL71j^+KRaH(t1xW0mZpOHuJrui#kTtI`|3od)B7Lf=NDM%)~~hw`SukjleyyL zfb|ajo<~Y=(rYiQzZkB6V+lTdAiwRkzCp)c`xJhgqqIy3tN_V(N=uOPKR8**%lE%# zpwrg7$&n_8)QbNf9~i$@_@A{2tA=1urAa`G4Bm5H-u+7|GOhCH{ghy1@ds_|Z*?zupQbIwNlf~>Dmk%|$6ph=H=FP}8E8-6_J`d_)(rP6w z{(;jMKSo!-Uwm`h!c0Zr@ja-!%7NTiJp31C>%7a|-Jp@inM^-}xy-?cm=-OgkNe z?f$6(YF$^CaP0SDwBKQS@xAZ7W51c*8=K{?GR;oH>Ow(Z?oyh_gIV}AF?*G|pL>NJrog1#rt-MlO0k>)brk z+<~fBg7mf8C^|+vWptF0RX2dBbDX+wZnLd9fhZ?9mP|~GB^!M zT?(|Q0pKofDYb9k;nN?ob8-6O{3rS^c473f3o9c?dQJ)Xy(B}PLM}5k zU^6EG(sSIaHC4}2#c>4M0#|?tTX8df2llLm1=uGb&7m04i3kfTViZ~gTcl3>=B@Tn z1fHsm`*u_lkeAoZn~<>|t_9Lo1ZjDU%-S_;v|xxGbu^`S|2@aPTEy#EXoiC|RT)~~ zy%xb;!1$>&*Ceu{Ls)zIMbbj5@g*hHESK$@Hk~CuteC%J9nLqbsCen1%INeWCsM&f zO6h>V!>PUfAaE82Y@F~N#t$1aZm&Av2GimjqPeZ#PnXt4XN%t`Z7#AZ(hmV|a{TV; zSI)9ZlZ{kOnfNcIvs%~rdc5_i$XA)+o?9Ho_a6V>tJVD6o*8G%cy=&v69D}pMWK5S z@CeMX@c?PwB^V^c8W>Y3IcGR^6(6Yk5_MnT5y0a_xF~zyz8!{tHN$Daw(alNJ%j)4 zy%X<*Cq1)Q6;4^7$msp#HAZ|}HNRL#RpxUz?2pyKD zpyI40+trGrO(%3CJ8j3|3AX{8u6lxFBWg}KloPXmNcrP1VCX2Z%zb2%#T>MfX?-)R zFV|`4zOd%Q8uSN6$C=FOfj~2XXCLt~)(TbIh~q|f!doI1O2Q*0@#@$OSJFMzCnwR# z?y0IIyC;x(3^U#EfXeAJld<*=K@J6K!pR7Ca4{Zibz6AL)D9Tl zbKd0!@m4QiP~c4$Rq{HgJ;QOf@BQTr@#G7Tc{;H9l{^O=ojCpHwVh+#{v7J|HR$Fu z^XO;T zb1y^TM2?3mNFeQ*R@lP9zz!_Z%0s;Iud>OTb};w{iiP$C^{z2G#F5?n5#8)4cH^AZ z`EfHxEo@;5F>f1hs%ni8t~1gz#_24xJ4JU?kng8?va$Qa@A-+qBj^!~nsdJlA%M)T zixM~l+aE+zUx7ymZZ==pjFWv_NRAR8 zoc9gpG&-Rfo^A&Fh5)%r|GK(rCkCA|jT6?5!lA>T1yGZgT#$a5fT6br< zru)AyDll%+vbDXv`&p`dQR$E>I`ieZ{UO1@wFyF7>tcFixVW`9ZD#g{emMMjWsv2U zs3Wdhr@b)Pv+kHi;V-kpZ*E9D+Ij1Qjr3Oal!yCj_uBUa#ceTdYbjkLCiZVD=j4c? zlD_BS$-RbsjggIE`pH**ICZJ;Xs#6wGPZB2ovOd?=Om0!>f2PRYagwTBqye|B{?Nt zFA5Rh`6VK|Q8J_`vrBCKN#^v$v7Nb3!gk*e+nTz3Q*gHTl^Uzg!n5hNZ7Ct%em)Uv z^>-g?aVSz4a5y~>THR6GkjtgbukxCAUf2@uyR-A8Odj7KTz9W6$vwMkw7#xNZGRk@ zl3y03x=f6r@B8fNeW9ZZ7q-?PuIXvLo!Fx3?c!R%etMerizPew`%_*Rzp(x8l)Col zcNF5`hwEzc!eCt`pD|fqL4ELUcmH5pul<&`5}JoL-Z=1b#4Q55{@J5Pvk+qI^jp4L zVmZiLo|loTdUG#YP>zq#Q z9Lwx}Fhh689_G!HLMg1k=!{;*t1Xrv{L;h1G*|iC-C21nPz>{4P2IC5Y}b{Vxq+s+ zPNnOX|5Tg02Y+vDFh6)1=g{Jf2aDUQI5+bTr7YOpB@?OdY9Bda?Rg&o|CHV;7ej6Q zkn)H15>y4AvTpy?!#mv?c-I5=q|NlBz~r$Y>c95m%}ocWxyA0TB<3T##kP*|83YV; z8E7dHvWLCUF3*!?8+uf);!qJE0mwun)ZCsOE0wisD$#{;>mBhI4J)tlEYNMY{iB9X zRCW1=8oIJQ>1xp?6SAA*fbS z^G=aUl3kUC%4$`rQN*_=sx{A3;}m9BVLXv{K7XC;T&}$KM03>9A>LI>O1eKDx%0gK z)vNnt&8c5VxJs@sPU>p4+crGAQZCVl?6lSWHw8{{aQL7XyHw5d>XID5hwTfh#O+!( z9w|v&6Q(x*D37UY&6;;1cH=E>jadaO(0SIhZrYpM;o7YtD%veKPNa<2TCJUvU6$|7 zlz!GDo!cLOHN0nwQ@RXyCJqcwAJ;O*1*)CS8O8mdz;lb zQ)Cma_^-2RGBi{jskgHYsCrwgECZ?-5Aoy<4U~yWpt60$xf@*E)d{H@70%w}KdPDc z7UcaZUrXV&Bj6~hHe65f(9}wXi!$6A1-sEQU+Czq$bBZle07n0k&Z9E?Q=+%kudD# zI4T?}Qf1Tn&S}Gbzy9;N|5A%P)9VpC6OrAiItwMrZCM9$%-RV^W5$asxP_GNVK$e-GGBg%v>q>k4TjbJ?-J?Ah_HgU+z_yWNVCWo(qBbTulmsC0z`}p=!cvCV|dZ12`YK1 z5q>~Zd;cJ*k2;ZP$VBlr!!8c&v>VJVuXGU=Fm!Fkvn4I%9cl-Ww6GLhq@m#lJ)X)0 z@6OTABwfag6r-eLA}$H@ZD!`3FvTcBUXtL#f*j+^t(%07{f|p@>7kxqg@9`a)CW5? zX`CximI5S68LS8GRL8-SdYMdf^sXC$C$ zsPdTAIRFr*u)y>?RE1AQ0Ad{Dk&r2PiS*YM8_y2|%#wBh1jHtM6LIk~YgA zc{i9)1?X*Ncl01_8-l6)SfKX&ER~P>5RW9&1DaYq1%40D4z5~t3?>`OV`PQ( z6^N0GNiG;EHZ#lPmyb>m5ac#=$>{cYJ@~h!XyYIrcs{H<7W7nnxC=AR4Nz~plx;5; zq`;nkk_oU4Xk=Z@K1*vRLypT-FAkDiv*NsmxB7L0V%j(<;J=CWor8bpBNY+R2r^)z=mN9F+6T6n0!T!Lyo-QdqqwhI?sLfhkCeU0Zz+UMkyrqX%!} zYy@?Ge%fZ%QY93J-_rrsz;|?7Gd%dl=m+!(0oC7=sLdl20cuj>5N>?Q#ji*Udr||< zQ;c~e)+p!Q=`>gTj!i}5Sgq(+l>NU4)fK#`?1!(f*17oWB)6EIT?<=U=5{V%EDIXM zdOlN8Jhn4J^eCsVv=k$ElQKJR)r4dJvehPx%AF*Fc

S>TfC3En1#rN2kAy^xDiJqU_{UaO<8;n&F5=c4M_^jwK zLKY@p_inE}5(XYdeHy#OCj^hzP3+IpV2l(($I5>6I_>U%=ODc9PrcdodC##&I5v!oCvcWdpt3~rPO&|4pJ2kYdf%JL z_w1SyV1~ZOXRt>wbpQk0itEGo%thwkPt(&`Q=^21Ra4h{B{tx^!a}GeP69uwhjVQq z`0)mxLMFZ>*(38DiyIM}1rl#`2;nrOmsj_qy?p{fc{oxVRQS6i+@0zkg$O7jb*17Y zChjjkg0`?vr_1Pog7X>aaeizr+&_arkO>2iy$&Yfd+mT7b@u#nSM~%oW`S!Zt!1V% zK^8^qRC+DcselZ@sl%^U%=7KQAG^*L11E^c1xMpI$_=!fBj&Hk;3twb298^J%m-;@ zoQ`tiC<^ZY2i$kff8|l!?Tii)AjBqYza*G427EjEVuz5weKg&+CNM}=j7B#deffkQ zLZ(up;0C<_pH>iDmuDd=XO zd-`f$@hVSj$T4Jxs>kpqu*DHYR(NuM9f5E8uQf(#6BYA2Y73Ad{*HGyY;&C2KJVL315o9!noEPVLOQ=>1DNr^3K?42g94eVf?t>Ado*KFa-P~3BPg(=IYx#$&qvcjQ}=| zd>p(bC?HUSI-w|V^QBmz-{U3CXc1Any0%wu*5CdV#s+PX-$;i<@T^M0a+rIMs-H=H z372A}pS}b8oc|kN`#YW0~gzoXSBaWLxY! zQEiVdM-=v~A^y{)=|8y#_*SGBk6F%`}ColPSc6ZqG_s*`tHWICr3TS8+)F z6Tl>o^b$@uJDm6$NpKUcrI*J)%>ro%Gbu8Q9iC~Rus+2CRz*eUrB-mO#Kxpv4eutA z7jkk>ex_h5W;~U>z60dLU@g>v$9A3K`0>03QnY`*Ee_mT@?r(<=_zzN~*sman-tfs?3jn>L|Cmwr2WH$pMF-%Ds%Td5@KFO1=hy)<0 z2(#3llH^^?%l^Ap4Q(qcAMh04lM6TSoc=M8@}xVESTQsHI8e=Xpcc?rKg8!rA6SE zJc5JrA+SclK)reNMI%}^W2{4);*6D3{a-S%00G(>Q-t8`dIEAD0mzvSF)N}v*)~eb z%Isf}wDPf4n()^Tt2TA+*NNe{g{ej^~^URFSIW5?r$6Fj$s-XeVPz zQencXn2+{lUM%C+EaR0;xuTfQz<+)hQZqO)hO`6I142=-gT=LenE7*rRTBQ_KvoEc zO66<(@%s_UUAq|=vFOrYOZ0AW2eWWJ`OG6j3fBB4eYv*YB|8*|n(lPQPI!0240wyS zzLht@*6-QYJ?ewCci~f`%>-xP;&7WbEt-%40Xesch>Ik{Df#1(1`i}ltj50$m?o>QISFh@{D~B?`T)le$%z%(JGJ#DfT7RDOEhB zXCEofkiS9<;4qG9w5a@(qW?f^y3%eDiQmwdAvY9=#At>!X$xA$GuzI?gp5qm zJ`Cxs^v*LGG(N)31iy=iYJ;f0fiQNm-&sUTR==`9a$ll2f7Sl0jyP1|Wfz7%^{^w} ziRKoKVL*UG#ET|rZwW&KWbYK5#7X~>a^%}uP_*?uAFOYRzd!Q>eS=ZZZ$_;-kYh2} zpg+ajgcPEW@L6p88=uDvt}h$DB^ln)fdIuwVv#iye#(}t2f3#cBZosMW>IO}(a_X< z2JI>#!@_P&^AXZWAJ@3KsIbAY|C3p}hrF20^t*r+kh|$UAR}LY5O4%`m@{Nj{x`YW z3rV;4U%A>hcVlqi68@LkTox;i!hQ((Fj84rSrcNkPE_lmxa|=Dr{ogStx8sq?6{Yc z#!#^@k5I6H8Ejd41k(wcn*HyNYiy_DM@ot#r78NT0p3S5+T$PqVf)_wABov#K45zF zG`ApJTLMSHZ^QYd1RC%HskuO9{SMeDlX{u=+m>+_7(7rz2hy~Wp~H}I!wp+j%2)%b zUeVQg3UVF+i0|`Pnr!=$LH1XeUT;lq+*QLioWpyU2qVw~iU3rHyR&a;b8f5e0PJDz z6P`Pgl62P>V=@hF{E_@ZXV8O}ZOrG9dT$F_9jG!;KH(=N-Mm!4~Z z>C(KV_DTbuhO0r_9PV3wZK5b~;#A*aew=E&0MW4emSLjwC`O6C1uv3nhX`E#Oh&Tq z^9r!%)`5BIBin_89d)5yr7f8H!`va3_2`GW>2<_i!y3Sm6&iZvr;K{3CK&as}wu`y|K;+cV{ z-*ocapYKTy^l9Ux@g2hjn;mLuUHo{PqV&21IBf5XW!O$k3v8KU^7=RBj^e!k&cC=Y z7V#A6^cx|z+)wS=O|61gbQ!AKvjCh*`0e;5Rt ziEUS$vc{VT5%mO1{B(zKby>t;C^@*ql}Ui4aJ;c96D)QYy?@Q=&f7l5jT4ylA1DAc z@UC&C#}f$Ig?y|rfo3wTcXRP9OjD+aP_-Z6?CU|tCv5X$5v_^JWK`Bb?Rx-rzpE3x zZvxtl$S(k$v#Pzc5$JrwgM;5`o*@LSVX0~Oz1T;Hr-W)sYa`S4lRO~X|K>E`L0+YB z_+b!{wQ7Q49$J1{K9++ItZ;#>7~Jd#h#2@=!{Dkmm6myrHM%E-Q|7riY;2;tAOk?i zkzSKMLM=rI3@$-+aS_M@apV&VJ1^SsFs%9t|oaMRp= z|HO4c)tBtRG0Qra$uU$pdpI1MR1MRUwOLfy0~8!iTdMNE2*)=#tfF2~Ez}XJbFrAt z?3-HQtV}hW>xVz=UcnrS%}rXSDbRiV4rr=(<~F?|6eJd9_6~DkF@XX>m~_-%Y-c#J z8y!$Mg{PGB4^5hrdBJQH0UME9xQ^;KT<(r$RMb(!ivS`eAa(AM$2ZCMr|sC4?I&?< z{@-~+7Oo;hjU^iy5k3`{rw5+VB(R*N25;H<3N49ICUeFJg0D}k; zud`j}Ayb8(TK4lstjC!>wgbhM!iK4JK{@XZ(F6Zn_$bGRR;*zz)og+&U z!cz4i)%+pAWTWxfv0BuO3*aQ$%xq#+=@X+fRE_v%0l6E|y}TI9&>fF?6|+%TYJ@&qxfhBe;ckhbMd#zfHt({)FgRq(7+W zBx4ZS$cvclq@Uw{jlD`+s)xHI0+WB}{YWH6R3oYv(Gli~{8|6ZGba2bsAp%7#3zb^ zL?X&)7^Xhcp8|$|$DT@8H60O!uyhIRg!`BXJnBXK;oXtWY#24zmhS(whcHSD(3*@kbmU7OE^-NQE~lS`c+w z#RpbhO@?8ptH%V3iD%L%qziky3v(+{x~&oeO@DA$p*IcW_ECi%3+W}8Ar;(j5s}Xb zw~4CLMq^qo?v}+|{WnNFOZI?8Q%?V%A?9St_mrCQJ!-Id?NZHes}lcyUvYcStR6=* zXJ`r9Pfv3{=tOGcid)0i|99y0_zlOQ)E=4BjETp;s-YklEHKDN2p3s( z@W0@d*JkA*8$ z+EHR=L`?$Eb_@Oq+ z8~#I9r}%oHSW{7)^Br}uVwPGMQ8V>#+AS)_G>$2!S+Qk!>`N7|7NQN|x(%)nR2& z^+ZT~&j{G8#odb1lc>P#H5x*whB{#kMP+zq9l(;~j^ksZk{PMANem@Ax5c&wBod8` zNdHGr0|fw#5w3w94&o!fTOFN0Bm6HH4|Z1R&XRdk>LjY&r9NjdwOmFf(PKs$;{x`M zsy-onsy#$R)9cWos|-~Sax&!jY~ovNa7ZEpW+GvRsVRUicj6o;u%y*+&gy|T8H98S zw0JG1Y|5Ab5Z*RMW2XS|tpDbKA!G+eIrUdpeZV1w!8@UL>Z~nLzzoWmEBtKzF!z^w zq$@3dH_~$gKb_S{$yI38{3OLm)cnKRaj3mVKYDs_gW`{K%GQiIyeI+8qjq+g%N^V) z-~WY}bb^^Y_Y6F9}MUADYhVV})m?CsH07Tl_$1xxB z;gNs4+PD!k8Vq|2LGcI&N)~3<-9%2_AlfXPG+GPH^Fy>MD8YnsN2t;;fYZRKDW3om zs49~Q)m=c-s z^YyTpeZkrz*Pu}(BJQ5Wn-_oOJ$jt9z&Z1pqu70g?ywJodLT)&!@^#rIjP;vM_fM) zhtd&f9rNJ5e(qKPUCl6tAgD5#WD?>#fc4K}&r5;;&K<&dPq*t9CcUt)3xxMM4iRw7 z$AM_Ep!)B)C#{9a$44z~{a|2OZ%$+_-S-@3#zgPsr;{?o_54KaAC6I7hME^gJNE;rez+=E zM$_M+>(;Iay<7EBYmfbS3|7`2_=?yzB~Hpzk-L#FjSX7oWAbsYpZePch7jCwxE z;C0f|3Lk2IuZ*M1PePP;7!QYdjNIQXR8sz1@(Bg%5A;;S83RnMdD-2)OC9wxFI)JI z=~}+NVR51iwz8Hb2iD>7B>xq!@Xm(97xRDRZGwOraLQ6`u)JQCw9;R+*hIA8;6ua1 za7DztI^qN5oTA+r!Gn=9bN!EsFv89z~5COLk!F6g3C~eGw01(+11F+7J<0Sy_CRZ+|N5#i>LK z9vqp8bA2Pv@QSoh+7YTs99wW2ytOlrKVNkJ2tG5M1rVFH|L8PqCt=n5=QeluyY>n2 z!?JBTW3Z!OzVyk1W%+ft9I(s}m&8XA!k(G33$P!+IYr= zI1m+N6FbibQ0VM>{{7S)+m4z*oY;7v7^7Q8m`+sCGOe%&7%5jJ`eCJA{5}Lxz&209 z!engSsHiL<>#MD@O?1}D_22y?yv}8{^%qpOrwa$}oR{9qU#}3tqp0<+e1hkLzXgBI z_SaF8?QKg+HFON7%ZA1-e#CTg3)TuU`RsXI1->#)6&CUt7Q6bc2g#n>q?z)GDZbcN za*clf3?6;EeOZ#;Vp=QDYI|4s#xlz|d1Oy?Fq=;(3VP4wEjL^LJrXBscsKd}wAZ+h z-@1&GJ4@Fj)h&6efuEUBv|E}s+a`BKCSMUI{)Ta3SL_zr;_i6b4F1qa9 z5UU1>AZDB}lX?2&*Fzx}lASL~^;IdN5xg35A)2HMTYblP0!St&&GWT|E zUuCEwTCq{&R-|=ha*3l#rQiJ%zm(|P*PB!yFh2gyzB1ZIVz#2&J2x|%r=dUAd3NvJ zA!_Je!B}Tvl5+NTc!C$(dy|xXKHXDKMEGc5xX$*Zg7L`OG$nSiLeXwD%V&D-YA!Y& z^ZdIXJPe-QqbIih!aX+E!zn`7dy|$OV+J*Nz_Lc!6Nh2*bPcUEbxV0v3O=awLJ^-_ zf9{mYskLu3vi7wt-~cm1`sChYK4tejJcK7c3|^XV-B6IHEW5vjSL*S$Z-s)&ZyuRk zzH0nHcyL=qX~pIub+5=rH6#3ip=vk*X;H%`a*%4QiY(wNZZSopYRUvHO(f_!otAr21#D4LS_&*fd4|Qnb^xsx=Cx*{@`3v?>_!50>NQ zB%kHJ-8*$(M3n}8b-QEm+^S@}sV%2m&b~jl%fL^g^_{(}zeEcomapotjk*r5-u>~X zS2zAr!y#q-y>QcTkM@8fLw}Q$G;NubS(2g>I}UO^zFPXSB6X79oBCN1zt&9kZS9*_ zHa>-IwwU9bmsUwz%U2rsTku4x)3#h|mfPa)KgnWVq-wld(Nev)^|LZ{P5du3oEg@s zO3v&Wg4Ld)2F%;1R_H|8JJRrZR3l;!78? z;ZO{6kv$Py!BpQBf`mI`=FfWWg*f^xJw3e^^YtQ}Ab7TEJ%+Ke11+1qm#S|B1k$VnZ#mP9WY!baXtbO;1S9iqRw-Z8?t_8UaWx`Vg%c>1Lac~Ch`|rwaLT0$ywWP&lfYY5)`N!VRR7@DV`VCQZ3n*mlKHolu#0h zOcL&5;B9EhOL)BV7BK_=B(c(G51HJ8A$br;)6Gfo@sgxS!*E>-bV)cM zh&mwCfePRYBF;vD)p&)MMvH3vX+zhaPcB}jcZxs$e(ZngmxbiY$&ZftFF+F0sWE@X zmt~Su|M`<{;M@EkepAb8Se#U%hA@EQ5@#eOcYtAX;d>-rrcw9%f!T*KQLZaVh;dur zBne}LaLl7YO$&@j={ua<_D%$Ie&L$RG~=}7wGhfYUiCq8GdS8GA-oO2tFEwNevHIY zVq*+}hGvUmr4ThU**jRwg!FIqL8`ij$UMQbW4BI!il=MpT=WCy@mV?yKm<9b%TBoA zN_uw^8XvYJ+15N498(FQ79omEllw2wXm>YNokIct^nB8#B);}>w0+l-*nF?|?wxXr zBVkeVxF4E?+2wL!Xt1AcC<%NqQn3(v0I9o)nDU)S^q zUay-2BII)~{o!Bs#8o_T8x*D*_V!7{Plb?1Af4Nta3YwP+<|8s4t_zD{=zFb@5p*_ zOEriBnlPr>>yz=|;lpL9@V*&WoRTwl>9R9WCnrmT)f9|g>JZlK76)nC8Kwg3DV#~V zw9TUz(GqoWcBcK)GdY)%_?ySkf3nGJ_mnHimJ}0vPaH)01$&9I*9o-7kAt}JHsv-a zyq*Nv47|E(--<}Jz_U#3$($2RRAU2#0m>xpShw_E%~O%8sin;@NK8(JAlFfG2)n#L zb*Qi2rHjKVTkLs{U@!K5Ln%VEPe0nVI^H#hcgk0Dm~2y2Y{dbp#S&SDPj;_K6<}g_ zN6S0}9e7BAZu7?9)AJ{y(dM$w7fwt^COXJLl;WaS3KSMy?y~y<51JbMQiqRmNaRfN zr_%W2#vi-z7mPBFOBar zcHz8R9J@SvJ-90vFYV$Vtlxgc)wKW%P7CM3HI^i3g5;Og9R;p4LoxsTy3)t(P?}{A zf?M=?GY8{=v76MA(p=}CA>c~dR^K}fk8VC5NsA4T3}3CYo)=jl)Qpyn&jEZS`Ec~P$~!kiV$va zf7XHi>q|U*n{8lZuZ9NtTpZbeL|_6jFnj&ZaWwkID!gU8mcQHR`2>?|{Em2-)YhZ(C;)jf^3KsjMbDEs(5CLX0zFUL&>Z8eu6505IvN0BNV;rXqL6^Z=DWG zS{ORu#Im#Os}Fw)eQ6BV7EinbNY?MF+b5;W5!YL)NX+(Fo1UbZ+AAUvYQR8Vvc_DaBC{t`} z2~`*H2=P{YIRvWmF0khX6hT}}A+(|%!rK05N&FqE{p=!$7y-`lpAORa< z?^qNMR_NF3@|7jDh|Znxi$VJ;gef_9`?Cofj>}h_tH(~^!K2zb_EE*Vb2L$>3<)`4Be5LZeEbNEy3+id-df@T*tfqQ zLiRJU$$`)DAR?ogPb1X%)9x+?8zs};Vzv#(9FOjqQ&yHT5v%#uvVzha1SRc?Wagsg zS0b=_x#`jS>t?pMNC@8IVF*zAx>K1?U>&mL+aQYHS+U377FA^3nBXo&yfty60?{gb z#pX7!E}ujeKFQLg6eA`WSdpr)B>vt{^j@Ag(<|a>_a(b)efF}@d>nJmC;^=?5oSnS zVB!<@EHcAQ(w@&!k=zJaDv?|=I3$Go?TNiP3yvi%QgqIi*{0zy>p*^h@Z?(tCBPef z{=+srBB@OYMg|(_H*W~&+qb5Z-1&jgtv8)VI<|$IR$bA>kkCLEm-zFF2u^R6cm&Mv z_WIKiD7m;hZh~AFjsvKPg6?dbg01l790Dad4b~ejQxB5&=?Awk0&epr#g2#$b%ccm zd4)|gjmC-HjVi!mo(;z&=NyHq31_xpm6{^_U&WGLOqQ%0@$T3l+RMOa3LhTY4wTfEauGm;6 zCQ67D7=66V_Ip zyhbrXywix!RbBN_Fk{he-)lrrYc7JDStvxMTb-DLr^`B1ZQA$u4mu8kk4s#~K2?vS zrBAxWVX)-~skD|ZHIYRwl}BEcSls?f%S4uIVjKFE8N$)Ib0+QEAY~uhfv#)-B+_Ztz;_zND_JTUx%=6Ie@wWfc zezIGuyTsC+Zr89vF&_o3@zBDhbYg{|m=9mxIqk;&AUWH@o2Br+0*7Lf3g@k>$_!CR zhPd@CHhwIErd3=K#o=|FMtjq=lvKQq+3cC3KBeu1qD-o0;+%uUl5Ea9YHtMu90gaC`W{Blpi4NuRsqwot%CA3f&ztlke`w1I10BZyr8irWm zu!#12!{nvSoIo<64Mzljb6|i+Z>BwMCOfhvUV8+8dmx`jH#QgB1=X9oLR5GZ^U(t9 z?aj@D8c8u9rOng^sl7$81wg#!RrDmi`QF^u^<39Ued{>Ts-T#UN`ly_{N+G4Kz`o3 zSgf}F>VC^)1U{Fx13V0Jm+jj|Jc-b+64z;S-aB4i#4o2F#P)n_&scD)iR<6)BAs&V*x~sAJr-M>kbuB8Pq&3qo{{Y!$HGJevku*+J*cOVy}cuUji;qyUzz@|KX*Nf zlFv|y2`HjNvrKU(*4>AYLs8A8MwdK?ROmaRljj2vf~)(b)CLCd4@BnPSr;Bj%099d z?@Rx%slFG2B3f8VN-Em{H;~URk;HeoNVshYoL7hwjld+?+p>3&hr-Zy5C|OBFYnT% z8P;l#Q>!l!1s!U?5I7N%aTBj&k5O3)>fst9I>Q@0*QKbcT9jndE}$rM*J9INJ9Nx~ zJcIN6c{}TidN^?4=(4v-ull;kYYamP>7{`(D&TFGHmM4Xn?iQx2!>F@hyX3 zLx`(I5QPV$)!R%As}}hQ>S@g_ZBLWJD2aG;6M+wkyU!4f;Y!?)#n+G=f*#rmPEp}7 ziNgNQgT$Z{6P&sno(4U)1f6|MG=lw}o6>X-i2*VS0>Tfw_xpL~S7eu{kp@=g3N zxAu^S59bVIz0!^9@zX{}9&iMwDzzxLJ;&)A2m4XPMLS$`#6t!M{jP^x7n0LX{7fIJ z@v>$}9LxHRk)8)pi9K`zlr@9^v|s8isX8HsZ68GJo&H$p7h|(Z?!9t&q769>wfhgD zz3HVsGe9v95qwgpDs}yti%n$7&po}I#KtwlzqGlVyHk<;#hCy2>{!^bkv{{1E- zig6$p!pqTwN}qs6)Y3O{s|z0M#$2h%q0uHm6H4P-h8orrB>`}ir;D~CVal_GOO zw4a?A3)Vx2%3eZnd)hqy_xhv=QipUC|CKRKeQSXh>_mA>m=37r@>7|E#{`9hxI1gp z&Y@QbL3vb96wdgKC(B-rBbIl4hzo+~tx<0#hpKYYW^R^66Dd)5gGRH~Mh69_x3~6< zd+s_-bO01{xZvS6Fec8%ordEZ`f`z=7_#`vg0@)}p-qe=hhorj2?7t9;&qcm@(ZEq zR>y~#+Vgnt`#r~!gTo^dmt}Vm@iM-9ALm_8T0npoF?^WuZr%fdx++lAuCx510&%9ep4!r0n=Of-j zc-V8qUtM$2M+HQH4$_&CGCgefvoNCgLgG&eRh>?oX-sw(-?G3|Z%L#bxPI_u|3aY> z3OHcmkzWck$+auQBNN!k7iE5TSL&n6`D@0)P+$P-ESwO7iRF=?py2GTM|dn8E+XWv zxQ?;jGrK)0ER1+hW5)Xzqsd#_Agk>r@l3gG7NL&G0{ToT{A}%;S*km6e#&axFVH7> zoNqHtTE!rR;5!{MhYlSg6)P!*?^&cx0TM}U9Z04mCM7VhH2tz>JDCy02Tu5kNI&U& zDQ-(~^k3cm)LAo)c(TOh(fJ!J26n;uXElkisEYcqVLQ=<)jumTC?L+B=nM=5m8%*R z8ll;b=82$|jA#gc+#Y%U|%U+(`UlEbM^)6O5I#2%;H3prR!uDYl=suilBvKWyv8 zi1pZp&np}Utdjvk>&5|o(gr%62h8{w92 zBCJElwnKsQ5tT17s7QvL0C@tI4&te$k>~;kv1Ld_kI~k#L%0v=#@K@K?xbJ`{N4$N z_5H<6;s}ZXM_7@8-41t|HW%U!xXpLLGty83b1Ojid@hbx)?Npa{(Jbh_2jouTN_B; zCOJ9n?U<(!BU*L;zi0up77V`5@M{Hbnna?Q^EYfLk~hxMV@$IC9>kk;{zlx)0ZgJx zh<%U#X0>^74Ak;4N1XQ6$HOClxI;Raiu)?%ugF+9>!j1xP?a4!3UNr2XK=$Uw2glY zDos3MSLv-yoI_;>c^(7@AA)a#jjbqoP!$;j?I80YZ^o~mKcl@kN&)u6)n$81q6UM4PsB^o zJsBYONj!&1jl2;J^LTmv1e<-KWR`e8CK^lXg= za;8^|xiai!@czd?$7IS1plA&~UUsXEaU&+bXo$>wq7NX#o*Vi=EC}cf+ZsHGrJvd@ z)6pPy!dx^aRCNMPZ3C&ou9U!Dm+NFdQtb3Z9_iKO)Pb_xV@a(SWl`k@^hZLLOo05a zFHT2dI|m3V`-B2YK%pRw9wru5a6lxPoE&6=N-7MswnUzHY?%vaDiy2AFGX-Dz-eiyK*V7#w++zHC%kf~v*QD*vzk0@Y`m|h zlg9v1eNr4MYf;}U*Jpq->M)I*Qi5St!yd5I3(D(x_(&~j-Q%$^0Bgbf;_y9qG3BCTwC)L!0CQG%I7-+ zH(dz*&@RX9RsGmV@Xxw}5O*aX(MQOeWpaivdL5+qySI4~o=*562E%!ejSU}Pp`W%F z0$B=%C&ZxgTHPXpV>6~MsG|wcNKtz*@K{XXo$1{$T{*Kif!Se*fHBk+4Qd&qQlk!` zY9f-VM3JiR9p!G+=OH$+^B;oorjxcz-i zjyS8-Y43u%oMfRH^!7OpJ2a#zsd|=FHWGz{=_Z-kCf&CR;C*&*brO^qVW*oZ&%XRZR-5Rq2Y?s)z{AU=ci-d`i9T7 z)_MB8pVIKML;&nDU1Q>m={Pnw4tPMZdK8NLv+NB}l%iZy3kDV!00QlYts#fbo0ktKn6y;#F6gWKzl6IDZLI=sMt3)R^X z0dgOZRVRHJK!A?{ic@+j^P|Np%Cs>Q^gzqGX;LNFj#57?jCzo_io4`wPaeX2sE-(? zlid%S5pjg>)pv(Z00iiCH(*?cKyR?kP(t{HP{VD$MI+dKu9Mm^p;c}y_h6I8!M-79 zZo`O7j0RB}K3R*DPG%G-AO z9P5pFpfs8!)#rjr3No04&GqxsG1KKpUGZI=B`Yy>F0{EI*{Wg}rLp{Czj*+!2SBTL zj|{^1^Mi0UmTMen%t`vk6jr`p-!L8X4bSK#8=n4RZ?tI9qdPSHkVC&L1EeGO97Sxu zN0`dAs`x5bhO;~_z%3UKn*2~OLCpBQ_YEL!w0iT4`AovOL^DE&9H{|pJAhnEeKkXH)WIn zBL0s{!Wp&0-sn)rBPD0~Ztxa$0$K7_%6TdtNO7C*$andUlt`9C*SG9zvACl&WY&9| zSnS2i_eA<1JeDeEQ4MyBchJ@%Xc^*b-3QaeVa^+7bU+SkW!z!3iz3F$02)sc% zkTtFz5g^+VYPN@DA$UUY;s}zl?*R=}6h5du>}yUGObV$0)F;&9{hp46{eZIImf0`} zMS`r7)h5?xyAIZSg;)C-EqCx_Obte~d14$G*!H?tqi=aixrygb5UC7h6@2=iG5V}}gYH*Jk$io%i?w9h_Zs|5%YJ}PS%CA|(~N8Lx2<5$a|O!Zb=u{w`Nhr42+ z`O`JvWxa9av<*g2Fx+G(a|!bEUZ9-^JAjnU#@-JKVh^zHl%9)Zd{h?2NV%f$>Uz(c z)8%gvVD($uqELl{gyk_0ikJW# z5hx^Wy&ZrM;co7y1sIwVhq{}UHxcgVR-Q$J#g#=AKd3@GT9vq!Bt3ZbP#m4lc45i2 zZ*Q76V{guocz^hPG#V)GVf*+>4(CgVdm1FJT;1B#1O;SznhOrZgqv-f``vmxPwvt# zdicC?C5cVI8t0EaxBRf=niJ6-w9ntYqf-d@zYc_9Z@8yFhjoYqQupCn=*64wPkDD0 z2J^RTHYviFIHZ3nU%B`=;+|Y+HN=c4D2?*f4Q69WpKvdYgOxV)UXxr!4+zWGUzj~% z7{aLr3h!w(%>%q}$Yqt+ zBDLQ*xpuWfXWeG$zTr`_g3$EAMu#(f=~GhYBuZSR0ABm8F)`S7dm7rTw z1)n3gPdYWUh3>sSRy#qNq_y+OL^-=}T6esb*lZvwm??|(<`4j)yv{f421G<0^h@nvc6!~++=x)3SXJBTlbxAT{shWT0NcVQE90TBc{kn%I z{2P0QsOKTvrTf-v<)?RgvzE6&0TFMREwkuMBXg5#A`k`z9rNqVGiM&7&8 zG41q&F4&MJjp?D7fpc;f;1HKHPYb$3?tvHI2F#_2lm!)KVW8zI!~S2;@HnS;5^V>% z;}={M7U4_OcHUa;b3~um4E)_aP;cN%2p`^sO=3N8Fu~ZvlWP$bsX*{Ya0asbFyLh@ z1lz{nHTP7mmcv=W{yaYIr$pbc>H~=74>7ND!TiUlMRr3)&p@D+P&@K9GlL|2n(gTC zd$#N+`MD4%)%TQa-tRA!+Qr)8HUYxU>0Q#c$&KbZ{d*XTS?5T`!7C^vLX`ikgzsXm>Af9+6UyX zv!fWKA;aw`RXaeZd9?>3m{YIJmrS%JZa|Mw&G{yhl2i zk@ki55wVXq7Her~(RnN=QD`*RN0h`N4Xi?)*Z0n<5IjzlN>Lyv%~Cs1Xw&Him7|!= zn3ElS&NJZFty^L$rYSUBl@k21O<-*>yp2_y^)3ql&GkO_F1Ywp4l)A*=U4)(F= zOK}Xh7W5o5*1v4-u>@)$iio|M?7Nh0s@k=%u;9+w4p34-s121n>*NU}OmMot}9+O&igC zKh`(p=oZ)@3s3IC>)Ho0u@7!4R@(u61Prt^CliAExxaJ59${Id&C2-k*oN*#P%58* zdLN@KI|7=SY*5M8RWyN^$Y>li>5p*w5OoO6kMnRmHgw%Dp;)e&pLB1KbA=TrumS`J zd$k#E`iibihOePHvLSx&!<(M)9G-!Gc^3(mw!kph15!O(Jh`zi%(CYx3!dU>EF2dn zr;zt>;uk@1y4)eefc)#HZZd`&Gi-7%Or6~e^J5Fj{SuUw?A2g$9+Sc|rFiZF~kfI zNW+lo?n7DNL&!Emot2d5so2HZ*hd93sy@JBJ&|pfOW@DAW8ihkit@Fa#n#)lq>%W` z7XOJyyca75yXSSd9-O198jtg$p3(JgmfR}4usXrS3lMZC)eAHw788)q3vQx0ZwCwD zFziY9g~j%873SKGVo}^80I%;*??ES*l_(OFPr_$i)1e`Ikg^XxJ93>;aX(G{vjh=C zYb(^HUxzqsIyPi+m{F~cE^BS5mNwr(OxOy_M&h#8J59;%TgzFO&p1$o2n8nZsAkx< z9gl%2A#vyseaz6o0AL0$?6d3X-m8Zj8XBHv6gT(Kk@aMAEa?Xrd4!%qRQ6#M1fC4T zrny{7YJltM`__gC9WUN5x^(Z^Ten`fH4Yglw4&c#+n4k-VdSEHQ$Qrp?O`WF0Fuz+ z8K3}OiG5*XOlqg0{dmHOqcoT|$OYVAJeW-@&@G?gTS4`3A64okg(Y%wI^exdRyNnb z`G6KvNh1FM;wf9=%pN$*pKdPazQlU`ZdTp5ZQ*#nYZaHejYj@qf!l+&-ZoN`P~=qF z_)PmT@m>tQxj(GiXg$M75eLimPYM)BI&->g!D^^LIdw;j2x@3RQ4j|%<_E&^yALO9 zbycvM6Xi3}RRMbHg`i8X<|tgG)NZ}73lCxG6jBMZmw}HiMdE&l;A>t*4p=gvqq}MQ zp<#Sd$oKi!!F$kqorE*G5b|^ux%B#xQSJK)a&e>jrY0G%xvi*Ds9WdG`0Gs({d~t3 zylg8<3a%R8-VcY2uMZgeRYd5s-oEw++c4c?U~?3QsDzX zA6`K0G=WhN&MVX)Jn!_q5mJo3!0{>e-~p6JnlOFZL5FLF_;j_82XDrPqS+)VtS0Jk zIy?Mp9UWXs=XTSA$F1K!uho3E{aEFI*JjIL6ZRRFtP7uKk5*Co@TeH~>{rhmc zZ1*QOCA44ztO0*feV{#Zjm?>N!>P{uqw0_vHc0xM#w_Cj$ zFeuL>4ffLU=RS{j|NCVv=_&>k$KCFHH(xu~hfFpQbR$KVVHzfhc{EV~Os*xUCjUqb zDW}fqH(FJ)8_#AL5_1gYF+uyzS_Z@89JWCCW(Yq&Ny{QtAM{8IiHh(jPyvaIxVR;O zBpUFrw(_+A_;#Q69hh_!A5maerY3Io;wnHO*8XGK$K=uXF@6MtI6{?<(!HmjQ{X#YXf8zL%a=5)KYjE2Hg>4XBSpTnbP9 zAxadD0W^61A&Mf3r8KafLN^XZQ)o%RUYM#UEXZI~unwJORN6rU0tqnb=tgh^t4#}M zK_J$!Pgzpb?G%+Q#ucdSg3`tzpFX(hrpq8KNT+TSY53+LCOp&h^^aH_l`AJO+~zmTru8qpddgu0rFF=|5-gj3 zu3|rEuYG7LIydzU%Z=q0UMh#qLZ{(OJbDn8QgkR>(i?bZDL^wNPysDWiWREB5|$(=&6`H;8d>)9 z+D~#(uK}E8k6005Wkx4Ssjg5XFFt`?_#qdEJt`dD5Lx** zn(z52C%*qod<;GxKL*^dttE9q?rY(xJ)@HI&s%4j{s28Q0_20_!v+{eCw`HN!Nt$A zqPQUQ90qMLEyC5qK&pQxyBxVFN`0p-{ir{PF`bmV549a~!hN(_G!MzsbP5Ws$X5Q5 z+FGnuc0nx9lq`-Tve>COIR7alZJ2>UuTnv>0-ITf+CERLyA&5|4Kxz?NHZH6(LF zmS}6Scy*bNL^0Nyr-nSTYlatufwhJTOJU%u>xf88z+RdR0C!0Y%E&W{UVuJ? zO5K}bt!|}reJSXY!TTfGs^z%Y?&+vVRS1VSITK{U58)8;Xg7|?p$-db;PIz(FP#w{3yclN0h%$^=9Tk$E5|_QJW#A zMoxbuqjQ2_1;}>^5T$kfu$9__Qyc!M!Hf+XC&(NN6rCM{OmMK9)woTuKX9q0@Y`g3q>wUVFQ$4^#~q9C0>>3zA7;1ug4u-r#ora>b82l6JhmpgK&S04S@{Nxi*yTl zfvyN_+)sKOa1x;sNt`VL&s;ik2CY#mScsJHM`$*LPfiQ;aW%kdPy=p9nH0_-OqmAV z^F1X9_UG{7Ei3K0{^n2bRBEavJr@Q8Y9S%Z1_gc~)V)|LpW+P-L1p?KOYhni;_%I9 z(#e^B1`9UrMM|Iv>7eJ07QrpRY9AqdhU>ed#}e3uv?aTdEg(BDpLf^j z8cl;n%jk$wn%jX5Ejd5~$f;|EdS*SQ&7&h?C=l3zNoQ4=s22%ukr9q$75B%q6>_y3FM^!jL zTXFXwNL;ilnhjGWZ#t|81}$m>N>z}u4}iaMj_d=tWc$wPh1!y9U5Hx9(PM+&$GLqE z=*#3bU{C;f3@jKrk)fD+nSm+`oi;ZXI^losyr^xKi5?gxa^(g{1op4^%vJrVkBDsK z6#rJc{I;XcAD#Y<@Mzd$hnZKAmD$TBlupYfIEoLqhhp>){{7z_u74g;MyHNWl$3m* zHl&}+jlKs_NHdJ0=QZpBhhICWN!Dgj2NLzIVz2Qgjixq- zBI|r%5i(d`dtUqJ?0ZS<40^!}KiK}qDLJe&(omiGMaJ!H(~(zG~)~G zc@+h&cO7&E^pp4|OKaui+y%9aMqhNdG8ij`I@tU~I_SYHH@-gf9**lL)n3#2BCzVz zX&eKcA46RtLuY-dutdVx2S4BhY&>#Eg6up&XAC2IteERjoWiPD@v;BILEm=-F=7xjylJR$whJ1; ziF8L%{Qwo4Hkl17O~`NOABlrlOjB1vh9To09o~W4-`b}ZVX*mset2Uwonir1V=0OO zlA`F9L&a}};ch?3*+ls<^o&nQ8--yg2H#DcvP7Y>ls;nDC`r6~Qmjv@0+lpcvsW7q zHu|?CDZ4|Qu*&!52C*H0Br6Jy9WEU&mo`A;7-E00a_PJ!>h{Ob2nCH|TTs*rQ0B-d zwijuOs1vdu66X4zfTvYHV_i)+J}U;R@ccxUzgn-pdpDvb#)joRG4vyQd+%qfcuS~j)SU>OJ_AbbQT12O-K(FPC=M08nXln3Q)B$;ays zF5UuXSy6{J^$_7eDCxEaB4W@}vzvTGB3I=jND>04^%0Oi9%zQvTS0Rwcxf`Owji<| z0PLnSjxABvQF{$`8y&2)-9IoiG>%$=QE`1jhJS!Usui103+aJ+a-J-TXCa-!+Yrkw zaDQ}0D-{P|vUOn4D5ol)G^FZL`bYuWA{nYS_NJaRBOR1ZkVbL(3@1pVg?(vfCB&H+ zfOULOz_FD2$u!-7U@a_Qwje0iSG!JUB@)J|@Agsxy9~?=;pwGw%xOVWgE*P6Ag4uQ z`iKS0L1_>YIW6pM-ocb9DzJhR^!&gA(7Yh}qhK>?3Hvi*UU!0IOxCG5X=qpe1f)im z%3E@__vwr@YBK*hhNtUeQa52 z#~<47M8=bB!YyzdFOF6#NheTR7e8?UT%q$iz?w@Cq`z;4lPS6~=Xmq~`HH1}qw(*9 zMi=BhI52wA$#n#v$9)u`E|y>oh`tRFt2s?wymu*Oo!+@~=RV*}%)F5xF%xF#V{yYZ z(35DHlSVSS$Z0_EM#JbIwvm0yLYDe4=g+p~tm605o*BSzTiLX|a=PI{?D*Q16#~4x6YGAcq-|Wkp5gHOMksKvuJsoP?oV*Q$OwE^oqc_4S`-^S7ya19 zWSUL{9Nvcfs_ya?aiN5?7z|ZO&&Vjn$cGUCpkn<;XZNOFy0ranLtI=O_~eBP-z9W* z+MrN71kvM`2^MfR?RTKx#-^sA%w@u?ABiRM^89n>&h;3}4Sn`(4KTkKh_?omxc=`C z;O$p_{wxebrmducf&eUW1z?a%;hApy{#~Ykd;G`my{+X@yO6~YD0mrY{`OXG#qbID zJ9qfe^BH~lw1&F5rKJyOmwVyi47`?4mREkiPC)*+WrDr*iC1wp4^L8@)}jNhZypqC z4~hy4`#*q>tOgn?F^35iSj1k?qZCe$Vs%bgw{G19Pfuf1463TC*$B@v;3P11BD`c# zN^!_W4h;>B;M?=Y?kRzw>1-(#(R*>~o%HSTyImy%{$mT4#3h9@;oxH#Zj?Yi+D1l4 zi@?@2Pf9Nvk>twd%hS_wHtekmY{=7%jg8^3G<5d#oR5uNVQp<)l4@%n@?L{E{hb6<-M~|{G%rQbIc;OPAlc!Ei?(F^XBn|pJduOjnZ5YDVaz-{* z=B3y(BZD$h2I*6*tgLXjo_1LEzKL@ceZ0L*)koLu|ESUE9Q5eX^7gM;e`>^&wRLrk z(Tx4%>C-LXoi#DU0aCx<&6_v9eSF;S-7~psb=^*Ykz(8I8~S1~>t<$AZ9G>WlkJ_T*AWoEx%>2 zAUAK0+Ov4=+T@bqj~Zh;a3*{6MlrcdzP`9O_kB^zmM+ak!N*{PhK70=^mKKxb@sk~ zx^*j)DI_k=QCnMk>*|AfeAB}4z*b!k37Jv%!=(Sxov|hFf{G!^5|?ehygl)a9_FRbmo3;_q&%Oh;pCXLollI)!E6Zhv>?jibQ$YmvCQ zxO+bq!<%NRnUqLC$X&Mq!S$B)OKIS#Z~f?b-QpC9PL{?E<(oi9=4Tnh}Gh@}cD zj1Ayy62sKY%&5EZ^&pDMF8DXHKYf}5U&(r>e#x=X0mJnhHV7lMBqt|(#5FWFUcf&w zf>J=+=*EqC0ENCWF-vLR2?;R_3=FmnuH4-PwiL@ZZm=9%)*50cEfkt*AcS55_C5hy$-nW`bR?}@ zyz>)X-?rL8CTM-;Ii2qu?D66739Ucf&JUM_IVQYJfgN|Vg@wh|qg5?`9|2~h%mlJ? zN6X1Pr(aN=EWV`m*;a^)i?eUOdv%E2?cBKuF?%KC&vY|wALG%k$F{|iH99tymBn=u z%Mo$Ao2!2O)th}xv$x_`be_-0$A{PbuxSt~*y{N0*o#+C;aiMl;JO)ZSS`jK8Me(c z4IF=ny{-`Y8v{NpvG=q#GSX~m=GWBJWH62&@8C=|T;+=tU5C*HWkaJNCvrf|>}hI+ z7{UkAbY+htH$+~1`>M5IS@GXGB$Qhw__BOF9%(QI?-B~GE@}W=^BD8I{+p{3%-eFi z_pmEY)zQ(h08VZS4hvg^cb)+8_gw7J&Y{PGU7$bj9X4J=uLAdKY10Ve)d1H#_& zV_!3`pkIH1^Cxd_?mV99OTku7u0z?c4Lw(c)5unU`@2={=YsFh_K9 zZf@>wI1%z+zRanr;>-RJ?FORoQHn#CFvJ!1^&2;uVA4d2ed}BlEFOs6^S@_tb1!56 z)21#e;QD12_st-zStG3cV91itCoTZS%|zEyKEh`yBq)X(HfY4XdtGf;t@QQuI#C)> zH5P+S6=#^`ix>C}SF_%sQ;5i}Gabn6rQmL8A>)&z1mzvv0OE5H4v+=iGcsH}I&OOh zUUfYt=I@(z48dIWnBC3o!^6W3sD1KKvYrRhV{=R5JBiY?1a1-fBuV_{WQl>hV-!be=AOK7A2R8w-IT=GLu7@NEIBZ8~ISH4PW&3@(Do36Hh_@BF+?&w11e z3@KHKu1hP5dNxOq?TdLKZmIIAITxxoP0a4-ZL6A1Ur5GCTdPR%v8sJHwFd*2jh$m{ z)~LELeV@pN_=WVlJrl-Kud8ktOJl(S`k$`9t{G1}OeRV)5xQ4Ep)J@ChmIbdv2o)@ zpkhvdW97q#4=1d_`bJJ&-W7)V7*FzBQOHfl+$4{HfZ1)oe!*P2(HYfBaYn&~3ll-a zO~$hD1b{@~ybNkudgAQAQI_=|O^+DUwuR#n1-0v3l6asn=+w6%5|TmAF@L%lpG0RwTsbID`pTc zYA~?vzaDb0JYpu@qu=9EJP1bU*|ryecL^0-0vj%1j*l_w`YAJKz5;WuE?oK@%%$ zt-*8!1_L=bx^nhfwnJF%9%C-ph4WXLPN5L%p6WemKFjc6H;Uy`AkFr+k=jBRe-&xw#LE=IwcNk)O@_($Ak{x4nE@`u$mj zy>9gjeG#<*b*7oD{ajk5F0rcRbM&Rip0C^0 zb9(<2G0T35rj*-nZFyC^`@=KONLzk68{QnY?bqVps1&=`26uI>e*N|ImL|!9_!q)r z`Zq4Gl>HfA-Y|8b{cgwQAA{n{rq0mQ@3K{0T63g4(60T9if{Ixdxv7Wd%Ct2hib2J z@obEL%UM>^NJWA9DXmL)_T1TeL$~Jq#0ppLG+vF7>jyo z%G9Yjpu~NVltr*AFcv5WKniA!nZPY=pPy~-87nH<@$OIZvuB?i6%c$F*|3{liVaBg z^lsb|GSK^4^T^5K^F>Z?dMn}|mDtuOj|5!1Jo%WEx84hey_MYd4F&HDwJ+c4liT~y z`Eu{Ci)*Hd=j196aP@0G=$1K~qi+4#Y2w_uO_jYr_D*lFQYurZ$-J%mQ}MC9r}~Cy zy_(o~ z6<$;RV<2d|Cbcog@6ufLG!9{uYogbNZLWH&?h0I6^TBM9=;TySxh)s=m?S19mJO?g zZq)~b0ODgRDX}5fUnKU=(FNLv$Jm$m?`J|FT9S6UgNF7SLtOB_a%HR6%reg9Oi@9t zrB41QZ>m=X1is$;CNxqnV){U2`+3#^EDZG4>o*mQOe`6V&SEa{%~KE-{^GN$W_cRd z9!1UEJB#}lpT=PbEgzz}Py)@GHOq|*;pydwA11HlUAoJm46QB*8+90fv(Qri_Vw#1 z1JLD}V85q)mY?&JHno!liQ=#M-iC_uXm$&+Vw2x8zqfi<&RlD}pfM;~=Dsv911p{} z;=M^&!Vs61^y_@!&Om8%PMj1r&~Xp6D;%*@Mj(p{5AnCRw=>)jP2VLT0_Eo9uyF~> zZ&p^GfY7wxS|7h)gd<+wG66r92MgZn_#dgt+2^O(vKT&=nIH4vvm< z9p9k?oH0vK(7;-s$(#t~t?t*a8CF)U##V5UU#h98QMLjwKGEBvN!2rG%pm7@=H4;p zg7$>AWlQkDCPp+W@my6sbIse^P6P)4^nd&A9|yuB((YvNqt}bMcr5dB#WklkE@=#WTD@<#fok!S7}AIcQPOfsVYU01et+2v`pGkZ}E2v zX{zBVmnjEIM;~3pWO^>aDKBQle_o>^2b)>~L3q8KTuxEZbn5p0T??2w8)LKpM-}ee zxzh<|l>^0UltBZ$QZGSW6Yzy?f!){F7oE}U&`rEh4B7qQ@ti4e5iaZ8^76Uw-@kA9 z{A@X1!oi>R%qjFXC%Qd(BK=NFE+iyG20pRD;o*71;%nB-VO+a@-2>dzJ(Q+!QF2iG zdhgFqAiX;$px0xDii*kwFR#4v^5hbGT+b5>+X=pXI}Zg72$*cJAEl9MvujdLumk^r z1dur83dTkS+atmFC8vXf!yzjC%OaVl$O6#7K>RLPpYKiT{F(}6O3wM-^o`9q%`uuo(eJk#V#>+__Om0i9&^#F|8mf86$Nu{Smv)ru(hHnO53h|TGj%rqkW6FSv; z{~#DjI`L?3olUW^`45meA5r{$F2K^8Y0ib21_Kq^HXybxYHrQ)t_oL5FhON9f4z+m zIGPKQsXNeaj zw5c&)2~nidutZ6BqN7$Jb}MyQ*8@UHeK>=!nZ~d=C1oItC8K=m)LJU0i4;LnEdb*f z=A)5yiQrUa^)6lAJbit@>5p(CwVsROiGMazrNB^ z;B`QZS#h@6Q!)LpMipd<9wBZ&yH}yCB!Yam3JbuGcjVDqrrRtdUo#EiRdZQeK|KIm zVcm~{ta;ym{=A5b7g@LNK$#qb!mBjI9NjLZjgFgh==_!z?tz0)1rdao0?g$IIKS*e`Qr@$>NvvUe@6klu`09xEpP;1T2EQG1yy&K*9; z+Re)*c{zOpwG3{%;p?Tu2O%#N}A|hQdFVV~ZFZC#8 zu$X-9nd{{);01ZRp%AS{+35fyXDKWs#__{LIM;v%=~dVl6%`#aGGddJmDSeK`C%`$ zM+(LHYwtQeJXK}Hhmt|fh1&e@?_cXUX7y|%|s3N-{8Z@ftPhr zNJkEGBhgEg2ml&d(%W@Ta@u-Mi4vK&A~4BU^%zY=V%XT)e)ygC+X1$P$Q}$DnTCqI zu&{75xLcUxR$}A}FQF74tBZ<99T3`r*PjrEIIG!a@=Z+#q298ZW7$GVpMZBYfYc^c z0p2mjEbQsM<0fL8Yf_P}k9yv+Io#oe*Lxm5$auDr~z%LRSgKm-lrGMh&$;L=$PZASz z$v2;Q3SE=W1dG8TMn#Dsy^H&qwi%xOqFffH8m4HG)XDl?$;OnvPEsUt|DO7 zP4mOwqVuA=`p?DR-SgeVA#9g+f6h`<^G#(#{1W>VYlj^K&aR)uK5d$<^9!2^j`r4z zf3!--3@QHB7~@^n5n1Q)dCimNOI*9()#{eXsaLCH3K`z}R1|sr(Dk+eF2%fhmr|6x z1(&Zz=k$D9>z}z~Py2mgn~@2k;!E4M6#+NyjyoVA`eZdBM-K=tMVM$CrA(FaFc z5#}HoAAtlU&YwldnUs(d49;tGfp^EIap`m4&9ry1aQavQ}4YS5StN8k5Zkxu* zc?kI|&}ud}9}jDvyb;I2(C*8f6h#I8I4bxtPfi)%B;I@b?~H}r^e+!S2j>82G_(|b zE$80|3YNA5kopl{1(YpBdH1g_fy0&!VPBCzC-B1K{8m8j_(~Sz4z17Y%9R-?yp{~r zexKhoom<^U^#w6!C_zZRf%YZ2Vg*4BXV~9g)^3E+lcwp|oIXwe5YwjIfK%!LYO&Ci zfyeH4I7RYr-R?i_h6{W1t!JVk_bjSx%Q%$$UH>fI+dp0JobQ)Nmp^Os6;%x`28m|f zk=@@Npl~TjVfeJGPMHGl3a2sNwbShN?nu}z64fXU65V*_bYN1lMU||>JLQkp2JC*)O`!ib1F&>zbRrFeP^i)NAyJuA8-R;c$&Tjs+Cw7Z9K!QS`f{^^7BYoDsX3uJM*Xsd;Q(`2nUhX_xsk5q6UDH)qrfoaD&(`%0)(d7#BX6gli4C%(U#LsWNdtwC8WN;-O@fxAXq zhe}0$X*_%T=FJ2K^`Pu%K7HyGG1Zuiz(E&)(v696T)RQK@2Q|kPH^F6;vafoY2G`nSoiyUq(r|J-cb!ckrHptFCR+0kgm<3>;P~kfCeI5y1vgYrZfU;NsZ%4j<{q6Bh!`d|zgqFpdzhCqCj7`hPkhjLJ zpg@jaS9;M28SNA*XFC}}@OsdtC~JIRJ-~Yq`YlgE0Rq*Dp>8vzX>78YQ>IU6MmGmq zUj?g5D-YNbJnR;fDAH%TO_5;V2stelHsi+BE&n?c!~G)HAo)eiN~LAXWB>wg2-qG> ziz;w)eqywh{)gXZ7xM6&gIV@nRtM^AwDL`4px2FO=FFKfXe5IO!wvQZ1pF+N;GJDv zN){GN(MLK`(}SV?e85LIK_mw{=%tKIv?A@Sw}nGk`^BjhNch0|{j;DYH6)XpXq&m?iu;5$2{StM- zy$`WnO(327m+uJK0Nc`IH$)wX&>q0^%x&AgfyLR1Rf^G!+Sc#>Uo?UI%^QV<#b&MG z^6kwKvlKuDJf%_kfQg`JDwtbU4&aC1o@KSaY6Fryy;UWESw8n0sUNFNfAE0@>-)m8 z`aQMd4E&)N6%z8kel={4Za}m41Zpn)kx?w7PVbUg{*R%9pi_H&{oR3QA2s}F9`Tu- zP?Z?j@89q0Xw`bjji;Cx9SqziXHxZH^&K32g;4?9;0Ku|aJ(W;fKdmN;nHWFH$y{x zi4j46?;woQSefo<{EMv|CYKpRr^V9JyL)bME4lIjFu782gu89NWYA_A3q)p^ga0I zy&8y1YX`vBQgCbcmo8g2H7@R@>v7FRFCYUyXeMd~2C}KRWimZsKjuRb<;-Zt!_rQ7 zkeR#EK<}}hZYch-`Z^p!C8?V<1)4F5Y!5mNldbs}LU?*w{S!mys$hPx8yZP5i!!<7 z7F8us$LC`b1l1Z+Qc{C$PorJ^)~#OsaaQ$W;hVD)+J5M&3`8G=uI00NCQ$+Y%g1R%GA1ntmk9H5 zKWiJRdic)29M5H0NJ8_Gli)-@cZz)RQ5UNCyE3@2GC-SNT}mb5DlwRlyf0o<#_&Q= zGo_#yA;>nsMT3DLlOX^eXc>hppW@gj0WO78V3Yk%UaAJ5HHSlmwz09v2HpjbbFG6} zn|_OJGlg`VTX5SN1ASAXHNdn~0^%gYgL#2lXG=-RR4YEjc8#LSUJN*BBw$aL?*5>z8Z=W^3-GClG*Hul6|rx7WJXj#d@darM6oQOOP z7Du}^`@n6~nhnsL$p}JB4r=baSFa{tS+FJ-Dmzt$@s%n!Fi~?pijb`!)X2L+DFRg% zku3GCt(Tw@gu{CJJ>jT?3V*xb6kJm(&oZuvgh(;v6ZZC7jg5^H8h&Q&##Gp&YR%w* z{$;Y^!~nJTOek*TI;u%OGduf3R?5B1_i%O*>7{T=Gnhq18tp*NvcRx_@(QShrk$;1 z)L^KOJk1IT5kS`V3kvcCSr`E#5mj3@{8XVY-oJY{1NGE4XJ>glp9#h+OeTrq@%m*C zjR;{7Nxz|ss2&(!WC3M)^t>M8Z9V~=i2xAuabWVKNhrT!Do-G8Ah4;Y9YZ5l0?sc{ zvr?5LuKdzcGmYzSQq06w$@{$t{qRS2_VJnp%Pd1w(Zz8EvXqF32s?Qd`8S>TcA?4s zLE_V=Yrb!+vvgmns3-_bytKa-i;=<|M(z8@-@AgljTn{|gY3Xy96VUf^VP)M+>6He z)oW!mooQ`rYr_oTMT)EIzVP_*7aGOA0%ycD)&A$M%&`ja^dl~cvbZ9dWpXU)Xm0`n zo9J9zV#B=0`LDt}x2H+57`Mo3a0WiFP$FZUYCkn8U*V<_ z1gd%o*@c)evVCBZkN^^}58MPtYS#e@Qxpsj-)#FB!P5crFEO6jic}ABsX=n=8tgJ5 zI_uT|xba7o_MbF*+Ym$Up0v=R>RoUmyb5gL+G>N?fI18}a7Mhk_Y4NwJ{;MuyM<{i z-A|g9w|C(nNjYi8&~v|CKyRi`;e2ern_z-Zd=n)d_Qd>E%;teNVnruXRG4@TZ_Z~_ zXNVKu>20R5tW`A=HG=1{ksW1@+;s3^@VeuI*lXUXCqdRz!KT0cH4}(CANCOR__E16 z56&V(8hXX0&EN9_k0+jMH@E|WtxgMf!p;!I6h#+><;$mGLBV-*>wdZp{2%MrugA;c zfbn%RLifd3t+04dyx;AbnWodRcEHH39cSd!mU9a+Sy1yb(o*PyKn1mpsVrj3TOw#_ zohy>pg>^0)_LcRion=Znt>T(cUS3Yf8)26OcOmNlB|Ca%jt-qx0i%yKr%Gv}zsrPJJG(Ng1=Z__n31pwk=!HQa@m!}-ykV?& zuB*xg7>BSA@sPmZzeP5^nWuL$U*-Nk^KqgoC#MqELu%VNRTikxm>B&L`rbc0nOSiz zd2`Y7$jC-+yp#c>)=UOm)GO?23JRi2T8l4wdv8Xw9Zb_kM~@z*>?OhqCWWhg0y%sl z>E-XX8;9rT@)Z0<LB? z*~O-*h>w;uG&N~xeV_;?%gR38Q*ji&ON6cS;|f*@P6Gy9*qbd7aQE+4Q_raveC;>R zCqb{+h4-H9a_uC*$jO(`(n9cVAS$;5Z&6SANWhI791IU%RHqs}XTcAmKV=e{m{wBA zgFqaCIgzCOgvy^eha1FwC6uiB{~%R8%+{X`b&1qk7GtKd?`&qIJ(IB;rdJ^jn3rBb zRS=CO{uIO;8+_`di-ElKzI>Ue?29n1Pv>9%#Q9jz8xI}|=FCW5#CBi)^%qH}2Rpsp z*XaGMyMf-`p&CR~|(rW+LmMOG;{rvw?(g`Yjegg0KRxtjwyH-K!J>J{4%yI>HHnqtE zJcEg#8v=Q_Z}MQ%6`eQ6c4@p! zqC9>(GJ3~5X2csi2k-ehOYIO9mvmMSgw}+h{?{!Orm0z zMNzeCTms@&6DcD-M26Pst3+`hr&qL9g2ngVL`}RU&%nu*l-_(PiP$Tru z#~5ZQQiOrK#01S+xQTT&I|C%WgIJg2H-0(mMpRGx#2I8L1_Qml6B)3K z?dy%zl=C|n{9#>S|Ci@lW%fSakq~bnCc|sN$^qVyRQUd@WYfCIBfe`@|BAiyy%uj# zcex5_x-bxfLFPm5mMKgH!CDIMB5AgmmynNktP|i*Fsfw&X*XRB1;A^j*R1?b`0Vd5 zYTlxcxfAQw%>(UTfSwEB9$-SQi5wjFpbbXFeMvsL5ECP1^-$$g4G+sd)$qAhL#}eJ z0POQ+5AX1yvt(uy$9KLBY|40HD`#A<6#-8Hn_GFJIHR(vDhKfhvMT80#b{jXuIZua zIIUf9Nui@a7>CqlEnE^}did}Wg}6Nro}9Ft6(J&W=-4rLOWPaaJBOvjG7WEkbUK|N zR3{)RE|&fB(~N1#<=L;|F2ZGW)i=MpuBx#3z}Y=J=O&_ar>9o2SW4u>3 zV6F8&P-nF1<>cfJ=M_I_q5IR4MNBAwuYlq>F;_HQ)~A(t8)8>6pDhn+ z-nDDj+(3cU!N0ct#J7p40oWMmT6u{Tb14=Kklg#QO;?E=sOjHk`VS=b`N(enpO7uh}+`oEL4vz<=CM)5t$LhWStIW_+*!#OLQPIb30{ULZU zNa1{iBy)yO-f@=!rS6DW(W-bYakb{9y8SiW{FgVpFY|nbk9;ex5j4`e<*N%E#u9!c zh=bG?J@EHgBED_!Fn}y9>W}f5e2wxDdn(iHmp^{|_{qud>f~M|e-xN^Bh*_czKeHj zeT%pE=hA!|3fCMW8gouFH1JC74El>Wf||jAdguXq@DNy5w8507NkRK3Q6Cf{QT1nH zlriszf**WVlgY5p2#59A0^0lCK9sq^t1Wq`O+fcqr2Q=KK(}#m+R~JqgN}Nm>(+$2 z>{xewk<)Om@}IbwwxxdDjvlEVvadwsmMO(cKOealZKmO({NpKv5MIrfs>^3Js9j5Y z^89&$AG^vLF*O%Yr=MVwy_|Z)C7CCU6AczMjHR9Og8Lz4MCBVCJ2h1?8^DRD8F-GxMHL$++>2Rg+k2lQ7cgWM%!osei zmdbwlGOEN1#hfQtJRo2%$QgWNV`HyU)yggvnrXnfFvQ8lgIXl!4>K$F!yp05GqB6CiQRz@B0FJlR~Mo|rQu5svgAEGV~8?6cQrg*VRBq8C^ zkWH?FECQ&{zOM^4Gv^EORs3?~qw?AD0cNlgbhuG#c}W*^ayACIB(B(2WLY)_luuYh z6B2Upx9}KXBth%YbRdf9g7PVsPwx^v&Z?(2iCqH?=E!h^Q#m%?+{}#p`9NkS^;+)# z*bqpzN2CwrXX&aBwOIzLrDny|r*}4M&D!CiYF1pwILmyvbX+6k{?UO4#$bSij*WkG zwVGVuXr@VVw$M&)-sA(vw!dW%AkhyTPFtIGWR&Hf z{A8qu24o8$RkM{I7l70>U&H>(gVWJiO@Hd@oMisSLRO9sQ*fHgsH?9xx?C-y@K1^O zf2y|xQ6ef7tjPcRTwGmOrCUt5O4e{+x0bD{9IhXQ+x0M*-xzM-_RA}N{jEhm{&0pH zrNU7jn$u%4n_4HN{9%kQ6wEu`1|+% z78k#>EN&V@^cd1tat~N?S zPoM z#T9xbbNG}xkq@{@cyj&A{pEdh`|rSNtk$Y#K>tX;s=Ate@ayb~i*HDR3fZ(^05&__ zs|ODrWM|w7i5eZc@@B~s&&Rxx@~i&h3Eyiq zWC^+Tg?$NC3Ay*ttT?eL=Wb84h@zZMynGDwDlx9l3%dp!6u)SppqBq zaw)x=_vfs)0;&Zx12CxRRtB0VAv;_GEYb>oH*R=AG=X8_5PG$3?Cc(wC|vs=YvjYL zdO>c#AKbBRe0@DqY87HbJkQ$rQct-@_K9wSbK)k)b(o`s{UiPzsUBSg$&r=Y?$c}j znB{oneobRfhz3NJ&Fa0`pU@@$wopghPw z3g|yg5I5k&e1z0WA`~jpnnApLi*^fehuMDG>xE`@EF&0m6Kx8(&pZ~e-GR~uBwa0dvQE^vm71- zOz!-1sQ_3UO-)Tio`PBRx>Y=Ks~F@NDt1(i?%-?|bV;d65HD1TL5Ektjv0frPdVKo z_)q^7HLaqITGO#`%@JPcc5AqV*xjgr0n5Qe0MW#7MrydBX0vnW&r`!B?~8IIT<&@E zyddyhTa>qB$@Zkg=JG;SYdwu@p0tG01iHP%@ z1K$DW)=b5-ld`LU-x~+iOz!UPmWDT#dIftv!`49A2g6zBN}TgwPqde)25Vm6u8@n+ zqgZ_^Xo7)L$UQDCSJt(+`{I}TDl=og5%r*&39L*?yQr8L z+Eh5u-S)po`|fxw`}Y5@8oW18cAr$tc=S_iIkB_N?MAB z7KzYJ8psxR$S72P@8di#s{6U0@qPWie>~sr9?$I@pY!uMj`uovq^(P?ge+=elP$D` z4Gjbl_<~)#bV*4HI#x8T$_*Nrn*v8pw-pF%QfVIxA=C4)Q5C%nlTubeYuKN<(K~l$ zK@YnK5fQZYK*0tH;RwT3H^JW{>26?4OAACyx}=C5GNkdH)j#{D+zJJk8bFfB`s$r1 zg?}JGmnrMUsy>^RA;CqUn|x^cjjalFvZ1pb z#BtT+c}9)YYs82VchQF|yR~Z^F!cd;Z)Jy&atzXGIqL$mfY~I2kpZ*_gzThg8&ZC+ zU`{NN>ENGvsQN_yJ38~)4$}<|p-`03)*geF#P!;>DG&~Lz!->>yn#TWhh1HL4!E!Z zA$PP8!~t^rG$`osHY%dwQXS;wNq`y_gDgreu31@K-5?Sl6pa}=^au`p@wN8W)(`R4 z55cpf+i^-}`4Htno&CB8Z!AgwiyM*Z(g$U#>-Fn)5v8EY9v$dtUwao(9|V*}85&>o zf^!v7zrDzIjK!V${{3jqF52T99M&V?kyy^A5ecx``@o<=-6g4*fxmIas;f&-1Q-le z*$7?0&o6!!cHHwtFYf4P3K`X-3_U&4PXSol-agiHh#Z4>%N{pK)eO>n-1+827z;)9 z!o-A4ud?pQt`3Hzq^ETV@bjR{&`zT>~|#zf{VTAo=Cl4-(?i{2?gB?8Z!zm&^95p31 zf)qD^-fv3N^o{P|hQ#qPv9HJluL!S%W$dA+WO{u*)0ztU@MoW;uS4-P+a__b33tohPa4e)5O%nH;(IGfwDtGWX58W(3 z=QdOcBj9FU)L4hQ=PBIlK4g&e?i3Ij&GrGAhSkyl(i6%b{cA$PX^xrrFrpas(K&Q= zXhgT8L8BM6Sc&A^?)V;MaJr7O2|Aa5IYlVs24Dws^G0UbihHilX;FQW;wo~@x@wu=8`~Kp#uQBA!+R9uR@!Fi#$LvM*T&ib#UR)y{L7V;8@7;4i=T|0W~P z^0KhBlxyXOMeVk=CE~FjD!p^`rGR-MwFtqn*orv^=lMtn-qONu$5|9*IE?f1l1cnU zV4<;Ayy$jgch8>k?3bZO#9?;%q5iOf@1;UH&ZQp*ptDjdj+c1DzHX=%BxIk4nc zf0I?}`@8dD4(K^Si`hsSJ|j@-q3}@%4@eI*OxJb^P&RiJn{Wjw!Y4*Rw7-GFqH6Tn zZWzrnR{LJP{5P_5(ewt;aeWCIKMg~pHljRW{KWfg$30qgb;J$;(Qmm~os83epGKoj84J`OnX%#QaR-}}FXM}&k^ za1#?7N}h0Z#o#r_WSAGfcF??ePj&Nm9A-vwGc#G$TKWG_v~l#dVtZh1hsl#pz7%uQ^AM&n9DrzXX6;+*bqc| zU4gUj$WD^SfS8oO5i87DImVBCmwvJ0w`mhkIP)dd(XddA=MN829^yK)&&b#axj4Qs)m>=ye#wutbA+|yY;amA$%l1<#Hrw;?HI(*qr0%Ewi$gY!6BdLlsqh zOmnHf5!^Ly+MaTXhgPKuuZeNAnavimIOz+Sdy77fgKZ+6aPtyLY!QW)6^|B=&y8^3 zhM24WMtj5KwSCy-!@G|{JkS7kMA%C34hM^6H{#VJtYJ8om*JD}XX3-g313K3Cz>ez z3!2DCOuQ`Rvb)6GzIXBPP!gl`2w?~-JY_cq|D!U>jZsT+FBk}q1OfAn;z&U0v_UMk zRvi{+e!i^3kht0q+gbb^4Y;vLzzE&)o3u_r$zBEkMJd$rpN=^Kt#-U| z!#u8yZ>Z%oWwxE)EJG)!|2KVtA{E-evCk$Do(4dTNKclwclwD<$aG;7AiT-_n2v+W z>?4*aHOtJKkry*5U@zt*YA&8BbLMFLJaha)8Bd0oSoPe14{NfWeG}*-r`;rkDH5=o zkk^UJ&6P1N$c0y)Z{@+ElXK2h#sp<5GVqImH)?Q_V)Oh!h$7M89MJYFH*U-Yg^$T_ z%K&PAbn-@DIu^bV9EKnzh@k6^Xa%5g78v^p1NEfcaezr+=EzR4GBw)FZ{s53NiONZjhb}ee<;rLg(lj|N0$ugD%~M{ud7{E7 zswyzcS;0Ms#m4`Il%`Es=Q4wV81#Jb-~rkA(5dal%mhT@4mVwxmA&4 zC<=?DYSWF_?#xFqbP)P+@_)Z$;UkapPX9{3<9SC;VOO+)0!~uRJMiYKyWjR27{#*= z0AL8u0Ovm7tX?EtwE8#ZHn{c-UATehyD{rlwcq=|Z|mNW96SMF%N{2}N~PVe%|Ue!N!S zL%VS$F;OWPD(l}Udw(9edb!*!*x)J}BUB)i8(aV zh7y3x=7E5eLL0}gJdI2mxbCU(Mp7|NDkZEG!yw*T-`oE;r;Q3% z8t`5Q8o3M}Ez!-!Ms)tEJ3Y6*u}1_{bY`VNvi%6r?u9zmrrlSqdVgi?#sS-EFBoV% zZKyI(0@VKPTh5mU@$!~1f4fG;dp;^_uhMQcdw19W@QAJX_roS>&6(zC#jpHYUBBgS za_Q6o9aKr!`QJajfdnISD-7Zrt{g3V|TMc)E zBE2c07bMz;D<0EV=qS2it~g&*G_|E@VCutnQfrOFyX`bK-cn?5W;R)N^5BNFwDWZ( zhyOY{{6Ti!k{osJh7FU)P3?K%n^XVhkKR#r3w^)U$UHSzd#+cnUPvICl71Zf4$-xd^f;~=tNLiJt34Ph6FYPAQK zv+Ye{KL|I^`_}mHwyP-^m z3%$Tz!`Jh%QT5YD2=9D$-xM#ini@AJR9+|ONnuJ;e3ncf@2$VsY*>qrijDNpYRAo= zzE33;r9!op`9HBQAN~8>gqA~Fvf3)Z_=_x8P7JkKxY-aCz>L>Ese>2%jMoKQkmN7A ziTd;q$>#e%;By)?F|;$pBqXyA$%QzZO0iEu_&=OtD$so{echZk6Y3^0#K3rkl@2cn zKe917Jxpek^JV)2o7_SfOGQV)3Bq6ovh_7m6Xe|~Sp;?X2mDHNH9+$Jj9~~AX!;jt zEaIzcYCe_%mdUTtfQJW6vKUG_)ngpwpHsT`MZrc0dTIoK;ZB z*piwM^EyD1Dl;>X+ib=tYe|VXU}5n6Y8>2sk1roU79m>VTdU%Y0SY4WfVxoi9T9*y zb{a~33cNuPGOR&5N2p6Sv{bY-Hbt%o%3Ro_A2H5-KUJptRS^2o11R|qcl;HRKg{@G zM;KP6IM7~P{Bj+1NH-4f+p`tRFb?e{>p!pnLSDYlSuhBlj;B6|5AA+wf;>Mbwk9_1 zbZO^EI9?v_jym0Z2~J!lamAEsnZ9Cd4QjHLN5yExj`}D+6 zOC&LP!UD0yn+#go-fUleFFdJ_&b~9D@R`2L#xF6bjPO)tv_o1|skR?}=++y5X0ruZo2?pK`SjhK9f#@|+@sipds*cn!?o#HKDj zgwJ>N4%e^~5gnnzgFldP0MZ7NX9!-oU5F;5elK>Lxb)yWA<#2_%KT-zE&gHZp^eGKyUev;fL(z#lU!e zrq394w0@c#Rg{Va=jQoPmN6iefk@9J-w0Ii6ud~L90=p(F2BFBz6Ut7KB$0@)e-^0 z>5A~$ua|JK^k=XrhoN=F54eN)|8d(26Cp`GiP<8ffI4r+AaIOlI0#9q+Fv1wNMU>e zI)XHvh`waPlze>Lp_R-G(>w~D)koVf2&XA*6w>l1h#afOb1H$FnUsVSgiFyEtCNOy zI6r&$P73?QJXq~8x8}HqN8eSqc6Gxf_y^UwF_bTh+|Lz5G>FkGa@DrUT8s%q$r%d=ErS@+>JQg{eJL@^0NEJoRj# z=FPctHyn+eI0RAgJWiLLo~=b6ac>e~cwr-?D4_9YQ=SY47M5a3KZ5FMSM$fkaA)_% zH9o*g6pi!r@_GnBY!QN3Lm?=F73c~57>3ipqPz|q4_i43KIEY$G@I0YNVIy4HW|vlvp;0ert@c^N9FfNKck$n{Jl)|*Ts6Wek`6DDJ*%#-BE##(~T7zm)4ZL zxHNt)pfSuQ3P%WwYbNs0r0=jHy-7g>JD}j*!Fj0@S^P1Fht$Z!n#64npvR`9Xa-ux&5h zcD(I1j%d-*MUX#wS~)p65yA-u0XeEeSC-b)tgN+oi|kPfpn~P`14xcZxj&#cX7*J! zfa`BhoQb!lp);hjAs$R2d;*%t_C*5hE2Hk``Z$AR z?9L&g`S$JGWJ80%(<`n)s1zQiu^)robmO(*r53@UQZf<1#1)-;vU2rNk20N~=o`~~ z$TQ8LfjyB*XlRh=0fDP*oV-J4fZFfmVJOpqFyU!iAzdeyl5@s5T+tOVTqd@4!9E+pRndw0=rhGnqebVZau6Ch+P^wCe=6 ztGV1*#_ORN%#Krb~MV-;BpnveYw5vlXi5%`h}U6S-&PKDmFU6 zVZRBc$>I1gVY$3oK~Z3w`$)2SbbZgBJ+vlqjV9n)UYx9qyLRnb56%LnkS4dU!Y2%Bdm!g^Sf{Y%N_ zBrN-&q`AM{Fss`n%2RpJkM9+u1bOfhaGCYVGnZyM(n!Hbw$L#bN116Lio3i4kWu0! z0|OFS7_g{iY9fSBzlZCY)@pY7g*4|Os|E1B3DSWVh+Ts~2=+*Zhy=G#o3E`)zU})S17DO;$@AK@}#*`}2L7G(jC+q$ty7l$h>2G39Z>CcJUX?y)0v zIusF4W)wN~fJJ3Poz=hh{rovb6jr6>aLGJ@=miFx<4|+eBvv@Uy-?2NDWM=zr|Or0 zcII>)EM}5crbc#cZWL`xa2~MXQT>@75B?dZj2e1MkQ%BGq-kSgqlz3<(n27E;R#S3 zqi=OPEG%3A;&3?dnysmA{*V0Azt7jpv%AQX)$7!Rp7y&cC^ROhg2D1xnnX-&3!6hI zrXa?`L##jXC-BMuxFu#==?TUF*29RLL(rT=7zL})HV+|m*q!mHPdJ06q>h0lv4S9P zzZA{{w{z!Y@UWI{et~WN-zUq9#%+O%9Dd+qC|B3R%6GDqqGl1+Qx6d(2|@@Xd0XN6 ztcqzuP?(_kQ6Uc-E5$8`6laqcSQ3LVti8|A6u2kB_~O;Vx|K!wQTvm*Z;K?5-}!d8 zMnH6g!m=AweM|^mT%BmYeuu6#<_bJ--kgD~hQrXXlXthO;2ND~gV7FwCM8QUHZ|A0 zS?cQRp;jYc6A81$<>jtWddVm%iop7YuMKI`ORv@-d0Lvnu5iZhf*gSoT%h=S2<6go zVg6n3?{zx7Ve|eW!U~5nqtC$YU0`mnGr%fv7+zI(Z~}fqaY}U4Wvze9a9dc6+rj?K zceoWC6cpWB^syvnIutf1Vfu0U(OQW#_GyUW#+~$=IB_DBau&#xt-{ctJe&R!YCQpx zQli=h3k#A4VxlAE?!%ZA}ibn6y-Xo6)>Yn8ZjR3NQpj!ku{d@)WsyI zj%e1J+g2z@^e!`clu&7~_J{9EV&tHhK@L}#LM0Rn&iIZg_mOESaTDfr6J89Nk7}Hu zoZjI7g|zLOG+{ztT)yRs8dhJ!x1x1|zz?GpW*8-bSFt8XlFKj%T`^R;e;L<}w!JF^tqPslxe}+U+#uewW8#yrz6c_;b+*xo}gr|F)w*{0*d80(=$oMh*S!b#8 zm=>$p;-1;)DfOtQnQ&%HJ%~`r51%{@((tOG3eW)-rhY(c zTu&To+U`dT;r8M%=eQw7(?Dmc;L75fk6^)PRd;Xxv2Y?gAQGl)~$-DpeatB+$$h8rj&Sl0O?M5nIi)_ z1YRo0TW@W<5n1E^4QaJgU1uA(J^hWv{8@@EWIQ9{?5m`+k~|OiGLZ&y77WQckRgj= z&0pVjm_n{Fs>U(jLKjUv*%2`y6juPxGq#Y|*R4iS+#@C8xVx7^>z4{EXalm&?>6VH z-21uAQ_NnUXE>GuMHP)%)$IZ{%VE@yra)mL2!lg|%A-z(J!yD3KZ7YkA%mtpQSnch zEq0M@89EF2Oa6$+#~@EH2rIkqZS$+!3fuu{7f5*DwR?BA)EHz`wtcDdLD14VD2B=Y z8EK9d$X|RX*cqN|FWl}@X4e%+HOOD#Mfoz$G^nQJ*(3NL6kH5T`$z^)DFL-mO;ZZC z%^n==PGi17%?stlAs-*(t6y4$xpP*xPRVj3P#@dInJopmf;z~OeCPUXIb{7f{Gqre zwId7@aF?+c2s0c0nU0mS0%x_xsX?C#XM_?cG`*n=E#w(RKwvX+>gK_mVn(-(?(u$3 zPQvR}zJI;#7F~5qpeq*(n5LdK)shVPq#aJ6u5}}}|StA-`4He8kkzQc{UX2?~SVlSAn(5N|#{x)(y!t6#djJ@t-q+;U>L zncP8$6U%hu9Gj}dFe{xLTM_UFf(dkk#t&baD^QtnsJ&mG1TX{hO5oQl+>qu0uElj+_k`0Sgs9tV$tQclz1N z>M|?qn7${m+KPrM>leNv6T>Q;C1!Opds`fV*OKky9U|7dG-*t&z^#0Mi|fXrgwf_^ zB#w0B(6A2993lQo8`SHYJI7FpQ`L9m>~lDnBk=k5damhELQEO84zsl-0r@D#WIyQH zkljcTWxzQQL~;cqx{*FGEIT{@2Rt4@lV>ZgBS1!JZ3=Ml%E}mZX?R5K3my7UbP8(OsV)yFU=#E3bOA<>l3Or~fhRDT~9wR=97qo&wf|3q<6_0H{dNhI#TYbmOOC z_2E_atiR_oZd@z6INEdrbQww3zM#%p^0&|hDkdE|@B0F#4GtxJJ+#cbzI<9ur4+*G z=OTTNN|;M)l9OJxzj*QDDntsDy@mP^S^xK8Eg(A&#Yw{;F(YT;vtdLi4u$7c|RrgSqhG9n2fhTA{H2ax_DlfO_{Jc52N84O8jdRB1a z!Y%krdoe*V*a|M@-$uFA=S+Q!-uc$AU+;r2gl_&>T3U9EhT;8tKbG}I$&**@3?bp9 z%30&|Oc?e8PhsKug++_nR+JVB@_e0yiW2Cf*qT$6+TovIUH0>^t#lTi(Mi${e8+;v z=<+5!#cT@vDpHFg$x(Fa(xv@JPUeuU2H*v`QSj|d-S&D>jEyr&92#AOOaMZ#DcS~c zm~$a*gmXz1X(~=l+4IWp%Bb~5XD4Q&kDKjONTD@n;v3>}Xaw)?V@P0Y>46vu3RI=J z6+{+kGNVXle;?|37VY`Vv-+a+BG9wBAj_S|1l1Q@N=6a+q|TxB ziLc(j$wkz(cc%=5Rpob%h#=V)&Ih4ZaePuz!fU$4ErwXHwD=DA*Htun?Lqj0-(C>A_!&@zM=$WVL*UNkkf6b^*%&K(b2x9&Nc z%f#WpoVOxAN=q7}w7)n%A01x5yf>0K$;L_JDXHM@J79n-j(BoZ;p9IH-#47sE_r`g zo5+1HL2#llmv(@2d!&B$&Y^EG8069_$s<+I`kpwoa^0JEa+`BgjxMzN)3omWbtzhs5^>+%-#PIS4%>Rc1?;O(53i+b&C@ODenIoKM+~B6!Ta9F9`&t z1-~T_3~lXL@&6w|Flc-GTdYo#lw3>?!gMdY)?w?hzZA;@(|>e-Tn;|(!vcK zuGruCLMml};j4sAm>L6cx)qGOg0(cA%P^U&plOp(9J#KsLO8dsu5LYM@Sa1`5Fya$ zaA=w#w&xyriqK8v-0dh(huJws4Q22(zzkEM; z-XnPD{B;&h7KRd>N_?s~0x7JkS_Xt#<*~k1{+OQp9}A9Q)pjW=ECLskz8s)37bhlDxkD!?j~KcD(n(wBIv0;V2P-k|(Jm#w1J} zNH}RHquenZ;3N0_F!J1cb7syul{uv3SX!Z0@}vA$>s3g^G5MxY#4)TQh!JrZPZ)h; zXG~;`xJg0eFpmaVgVnR!Z+<)!vwq=f!7F)+8L%8+)0s;Ukyxe0Yjsu^#uA*rr}ZcO zoRZavQ5pxd5LnzSVgu2KRzzZ?^XpMUjfVO!N-H?nc=ta@`z8F{%WsL~n{SbDBBwN20$3YlwXqn}t^~%*FouE?~GZoD?Y~Yf_5cyd>d-hz1 zz!!~pJCI`RK$*ip&NhpLXYCOueID@k;VV05*m#A_^3{HSz{^OI0>V)5eSjDQ6fX5X zcn=i1fqj~+T(lO^aZG866NGg|IP&4qsbkg5AV9?Y6vVp{U}yjhUx`%6W@w^>9c2EW zPfJTnjWmN1^_zEjHSFg$wsnQ0$uTw;BXGgt4MQqClgx=Z0*Hi6-!*FNIdlir@9ljf zuY>zw8IMH2)Kv=xIxN~k7Bo13$6?x(*}H&r@~L6$W~BNOHvEgj0SQjCaw)X6%t{f| z#q!>$cvB&z&xU4UgYmQ;2T@RsLpw#XdbCr=cex|3ZGcc;$N0d^lvv$}hfo?#8bPL! z=B|)_mvbi=%f^$7SsxtCsk_*0*VUD36oDG1$RVit`$Kn`D;1C7q2#tfIAfL5&fnt$ zrkyrEq&B`e-{TFVW82^6>F|DEOX@7MO75&#P?KV)6?XfkCjX8M<;mMWi6?F;ih6Aq zCf{7RTB+~eK56`ZyLQ{99`>Df0e&&L@h)7o!CUozkd0v)TuFq2r*}PaWj6~_Hkyp@v&9%YPWPgN4Akv#j zg{d3gMHJ;bj z2KfeugRm`K{rBP$z9^#fYLNgr0%s*+M*R)Q>xUi^y8h0%5oW>{C5HhybyW|4uM=(b zo$rWJGpB7II5W-}1WrbU)evBaS%yfX^+dIu`mN)@_UqWO(VtQYL||ua(Y-P8_txwi zc+0k0kXQP#8+@p`3HBLw%^0x*_xTQo`*w-333a(tc$|Nq)?@ zuurk3vGq?z?JUNgO1cfq00IkfQM@P|!e^TDjP_Bnsq!l#KA?N(0k8iYNSeI9TVBHb zje_Mx4Ck*4dd;nC?!m!Mqh>fKw49R)+fBOv2sqOpDgq9Nd^kuWT3p5UtUsC*yl^xQ z+rKlC^!xzrP4pSiJ>~@KrR1@47gpMKGV^|hIfP~X2QK3hzXa390Gl3|Az~m)WM%z5 zz1(eYV7PZF{h~L-fQjHj*jeRXo647c2FbL4i1K5n%9ADi!zbd;nxBgM3yj`J9kG9O}3cLk&K z0kGao7{@Slm$K$T0gY;3!tX9*CbNair0FlFjS`qPnB;6{$Fq@k5Ww{R6863igGp8B zoPEeNVi=x$DG!GV#B+w4!AVjdi;K@tEKcIoTnFnQVR&^H2v)wgB`ZtFOkp18T->B8 zLXR;7iFyVa434xP1om^_sGfgn`T)C+ud?@fV}d|2avk8!q%wrOrI(gZnIAS=0yX;d zuZ3k^u32g;5Ce%l{Rr~-Br(MG0cs#(^lfYM2Grec99X!wbbv(>mp_*EP9D=qBZ#Cy zLG@=mCbK7X$jXv!5dZ)i_{L<<49mw1FjA-CU;Yrw^$<$c5&Jsjf-67X25;SqgQVQV zynL`Fy*PUjz@5H7)%*k5eSn2>6(>SqMAl_Fj8M>Bw8%HJF5WasL<`yQYHQ8YQ)~^sNl(tdp>B( z43e5Tm_t|!{5?bWZ3p~MX%?6Rr;1@7)^7#`_Mz>H@ocanK`+MTHs&8Bg1`jPRD-gY z?G5h7&uRp6u|CVNehRE7L?(qznmlJ|d7K*D0% z$2u@>RR$Tv&Y>9&E#Sa0TE`q3D;{918WqF{_eH27f#Xb%-v}rZE${yOSjRM(jZ*c{ zX*@)QfoWK4X%|M$mqO)x-w1|9{699lAQ1KE-+B-#0jci{Y=};ZjUw?v-pK-0?akaOnsfn+YT^&NgmF^t< zPX3ZH-N_EeXhJ45WgjcBEg?;VA?v&A2ua1ZyafJIptPs&e}g}Jz3rtd$C==O}Io&I5))OT}$)piHND&R45mbj)O z?4-g@YmJ9TBAd}cqXbzYk%I8ihy^mnL|`gcv6r2>8F^h8UK6WCJ`%rGj9E9bCtGg{ zhf)45>w&3Y1axU0Fc{M3yc0~&Ca2j8a`p*EFr&iw3tz7q`_q+jH%*;<{QQ4PjAU_> zTucst&*MF^6_2$!Pys8(N7e=W$+uYr2?hTDVl$C7Jn_@DD2TlvXL}~8B#Q} zk3@oq-Llh~2S+;w{~n%ExVH!V0>s?Frga!NnFZqY0o`BCvqSg{J1H4E+M7jhBSpAf z8l?Y4=5(IX1ZQ?NA^JpWFykUYIK=)BnAnw9jYp0gp<(QY5no05t++fH;6$j=Q?XNt zNlVi#gI+go+*pwh40RMuTHA9MANIaFKgA%XULvDVS1dz{?3P{#D*}b9?$}_B<-*Nj z6FwtpteG|J=5J`cyPU5T#b=@#?ZcdVG(ZxcW3()rqgsXJL|~6@MA%Xh0zoadoXIf1 zozA2_&ukX3&p7pi|DtfTh z9Z~;4_gF8dc_G!8IQd8#jMT2pMJbwq0*zLG!O8lOIM z)~r;RqOn!>e(S;}KPV1jDh^Y=@Ssub2W42KD^zea#;!l+n^Hy`20!AxD5PQV$FgN3 zImN)1p;Jz-xDL}BF_46J;MQK^o+`tvP-?C4xpU`EDNVA1A;S}9vl2*;r@!lM5cH2) ztnwFNDF(h2;dy^TW za|h!fr{tu1K%5jOy6onT(U|&hF8}*AC@y4$i2<@}u@!eks59NJ3Ug~-MhxMhHjP#f zUJ4E8I7>rn)_iGfBq=@3zufwv(SfO0ZecD%NS4k9MiJ5_;hGn}+F8g2!aq4!EHDPw zvjL4NJJ|)<Deam6-BWUBa&u6{GAz^GXtQU|>Zr@|9Ws9Y z9F%JWdnb#8vmq3IIizA^8A?pc&SGSHeBLlVbM;qQIZ8Bw6&o>f+t`>gsGdH44D_Eg zpB&6+j1w=qhKs+8Xndj~C{z-tf0f+=fi|GRKrqphM@NX-6InO*wvUTPM7U zpEN7>&tLo;lq{g2#Z)F~=1?~LW=2cCd<|1TIS9?`Vd#{F;>Huku1hPfix889*0R2+ zu?Yg)n70d)%3S%ZQFQARYgolq2wLVz`#`>4srRj;B!N}xU# zoGv^7x&oSdOh8>yX*Ju3(Mxbmk%q-*9DS=P$7t+AmMheWrJ^eL%p=mFgd|YP;Dp`J z@U{2hSnmJWhvW1efPk0RVd!39!A#u{e-k2Z=(=bU5s~z$1vbEePlG-1$kwCMLLN?y zQ!@4mE6p$@R)g1oWIf1XQsk)S{Kfo#godLoJLYwI=bVNmHP^b^M`!Bq*>fYa2Kt&M zDg$(FH}=eU(TO_f=V(%D;VU<9jeFr`sdtZbgdfmwlH57zt0X3vxqYcVVmaoR?w%Hz z(^(h)#Y=Z)>C@qYl*{7&b>}+DjA4`#S#y4M566_RoIh*hSEzV!m+n=fC{0c^2m`UUK?3A^PO=HA^3bb-@Y>~xwFURup9?+#yJ(ELviy8$Nn}1!rxOF231dt;V(~Ol6TOll7MMmR zKk0;QYy0IC6srm=1j1a~{h5mrYi~P!-k7#_DNv2?8vOPY43)-y_WOJlJDLw^f$eQ` zZu9`CfZE=D(c0J47l5uS%oFHKhE&h^-hn5B5z;t2R?#8(Ympy?6fis-;WO%s2-!aM zwpHgAbV3t?EN9rZhz~>12j!hj-u!YbzXtJZ-Y_&Eo>+=TlH9v@Z($9hU?ZDv?b}>Y zyG_H`bINeXcH6k8W&-~!e{=a6OCR$-_7VfQ7;9IIR*cup{;aV7{o{3Jn4 zknfZrrU&@>nS6A_7;PB9TSRV+D*d}zFW9yayImigqq-Q_gkrzG(6KJC`Ug(mZnM9i zpT(HbC~@QF6t&?$4TJjvH66WIdK?fJG%GrOyw>RgVtf<#zQy#<*deP18Z&PBQs?>k zx)s>M*6-NijY6{YcAaD8Y5Tz-H7V3(o{x0S&aVyQ`^Qn*+O{~9s>>PP77L}}Fpafg3O{S*eBshwUl%<$| z(cwxH8ox(HX*#b6I(>RI&hIA>FHw(6-HbNfu4^52^ z9*^j9NGu@D&9@OfJI1M=a%X(7RR^!=KW(azc2ypPd_lyaruLct%uS#+=D-`no)grl zLgX2ai(z6vu0B&HvzS1wyrQB6tm_k?QX-?XFfJK;!&Rixk$DFV*W9F3FJuA#3LBVo zsk!49R^n99L%v@FhJ#U_+p?6qwc4+rBf$|87!D^aEX-1CkOZl5gly}tI!`l+6YmW+ z0^EYe5HiB!70Y()P@&sF5shG*nD7at7{jnr{TlWC@IKI_KR`>0$O;Tr(Kj&YOEdm3 zI%njbAyJ+3)ATUEJLeGfMu6j{9!r0$TB;Hd(E3}Z3@h*x%tYA_St~ze{QMIf&<7X~ z+PmXhBSvDOa#@CmZ{+EqKkozlW&*fWfM(7R$V}s8U_8pbyAy%?Fv!Q|+0YAKXj%TByEoYaV)yG-@{_C5|A~5$rY}hbYj1fn~ z#yPw_L~K08f~MTqODk_)e%WqjX0{v7GTC9Rul*4!T>_2Gl`B^eAs9G$$Ge$v`ES8r zR~#rxb{qkW^&y>F$a=>gB~b|+yQ_6ZZK!)jWY%^@L1ZSozz zDhRS1X$(0|Qy%sm$P{TuxUAt6P8>T{ZgDB#nLd5u>eLVXn9V7M4&rOpfgfhI%_t#L z5&Lj&!RB$M(mf^l7-b_H2#^(nnvK@-62>!~uNGF^ziY~I%(Wso?Gfg9U)leCAM>!_ zgJgoQE^OTA_X5%nYB(SuAax1_mm)NPe1K5FvK{nO~LQ5xu{K^TTXRpp&IiO3hOh6SB|}I zKu+%TL=bpW4?ra7b`)c6!9}ABx{uD736?}pJ8zqxft7$T|8!sk{BcNinr-@dthzLQ zua<0(rcr>R#b#wOlO?f?SI36^)khbG_#k&^{`rv=mj+;NkGei##b(k9)F0f2wI%F> zGdamlYR}S`1A`uen1tZ;>4$p~%rlj)eV-HRw`#tz;-UqnkcKmOu|A#;|lij+r` z@F?46+Tzb+3w+q$)Bn7r@b~Ea@_P!vZB$n&5B40-JT@EDSmttc{W+i4)y10ikCS<8 zu}8)4X;x9v)Py-Xj5M%fG&D>%tC|MSI}Y&>2b5}{<* z(Z3Cu-%6%#jxG<`Ss_3{LF{kU%vVxs2tG1G#4}2`KV0z~~F% z2#pTVbnYlhISzQ1wj&t-p83oBoV%%CHkBTMzG1->RX48^@j~;!Tl$417 zH85{OdIy6TGqQpEFHg?j}ctqE=}@eK{>DT z$BZ2P;*4hR!o#b#chqhtgfoG{V|8)ePjeI+DaA>hf%L6=uBMB~)Om_7G_0`zK|WB) zWTSq-NkFq5quY_>LOI&xK|&of2WO|$Ei-P2Z25yd%|&X7Zm;CvZ`wFI)+l{fR*t&C zPCWMvm#wr|h7bWzL7T3>JCA|$r4^`HX;#IH#!Yh1hRO@S zyI7r=jHfiM-kIsRZ6kCkKsX~-ykZ;52xE+B;AO`+B@b0zF%*AJ%=PvNbwSVn(Z=_O zY_R6>Fqc%1j(BRoe3*>W9I7u-^?t$g=H*4M9M-WLJBe(He_LzQ)_ z)Awv2kgO6r4)rEggwZ~?_xvRZ#(PuDXt6ZBsZIL_=3sz&q#|?uAy_%fT3*o>brRop zpj_yh(@{_P&s=s)yEAH^a*j*nY!Dwoz9m?9JvPms$9$CMLLmrYj22JBJ#MO&ik#FhRdXd)E|;lj z{kv{CCmed(1OqHMAIKrC4JJB{A1^1dVxIauJX`|r6WOFJ6>|~VIF~GbBe6p7qp4~} z0gBZy0AJ8$s;onJMBje>bRd-aP+ICj%o3_riX6VW;qgmI0q5-uG;m~APJ#h5%+a4g z`_-_nuhz!)`C|q*nOXBtj3?j{+}4WDNc5(a*Shu8bhkXy%xs0m-HP)!9#mw4|8iWn zuFrh4$WRS?9rLb{-;5S~g3vUFvX5rUqFV-YJ{SDOWH@#(eQxHyi@X*71ovbt1IjAu7yOhFX#LlkgFG0AeAqN3u9Qu32zglUd~ZeP!j zt54HZP)L@*ho88$2sejgL6$v~n1A?qsNlH4TAUAQTx8U3&Z%@;F3hq9iP!Rnm!u%hj6+=scX2{D%gYHt5nNw0>l$sUC+D$G%+v`8Ui zIR!@7>io&vYBHZWe{B#c5TLYNT+VQI>zxQd#nun}3^obq$^KCb4g0d|TZd6VMfSPy zyAxC33@3v+@LU%lrW~{u~a;e@CdSnuD!=zRxJE z6CwsMD|I9$j~}{u^X7+SqhA(f<^tMAH|&wg!51;pSxPiq+(5}ua{0WEf>kXWrC*&A zp<}o548Ba`HD_ZMA<=;D#Tw@#^Pw@@e+YVK()rEX>0+S7Jg+Ix#`GjDujJHcwxqIl@K!@ z+fdKW(qj!u9{;ZqDqI6)$NgU#`s&3Se*~ju9`z70l`kEtnBq76h!^w8@B;iJkEmN^ z>1-9Aj_K0u<&k6(8Ogn{c8qKsF#w?(2adC;O-?uwx^srAd~1pb@q4<0woKGMbU@)_ z>I}qZ~7dcS}!yPIl zX4SeG499c$kt}P0X&Dg58Qb4+cXzM;acRYEYq=n$<%da^2ve$rmI@pO1du>wO|-XU zQKAms#s#KQN#8Z8S$&D*KFf3kRBK!PnFRw6d88Ujp%Z-+ru?iEs1_i*#sb2bje>G=R#6jng>4xgh(r@RjzMxzsG`H+@x${!ieny!K> z7*1)}PVIl)MATDI!-7$eA;ucw!(1G7I$|0XFq(}vzLF>2d%R*6hA+Vn7pM*dbD(~h z{W8s&2juxIOqO|2IRw5}uL2_OhVDas-zeTfd>pn*9?@(co9iljC_8pAs_9w=Qt*7BD9UrS^a^QI;q8H#f<*xFlR zr!npKvg}dS8^^)4SY|r85su0~ah-~|PAQ#WI_|SOm||VrFS(kcg8~-hGc}}w$=RM5 z-BeSxeXzQ+g2T%Y$Sp?^pAHa>4&|ipsPLlOr`SNFN)tBV7NQ&=%zO#&Kc*e&fs8R( zbwf{_3ReE#H}UW)%cX+jlhUXaXF~A)o`LxaX6le83W$N&~uer z710gRvZHJ3uHfMNtnYplN@KYUp*MqmKDI0A(C13F?%G*%}~v&AN+ zoOAC8y6(1Sseo7@c=1Qh*dg@;Af5RI^L|B6jRR;Rp`20B3F&;O?I|ogEiEnjEzK1{ zz>NjqtFIUxS`V*($ft=*E}f{h`i4^gW55TA3{yM;P1Xmr*2dS|5eZNlvMKCpngfcg zj4YitoblIe2j&Em!5Y4Y7Vu-Vf@J+5Tpdo2V*+KA{>4a=$_zB9wn_^Xq0*v~0>e%X zJK|w&x^CTAY~qtQJnCzHd6fh%h>k|Go?!-qYN{QyA-ZV-x$HakI|Gzg4k!N@4dDkrCMKr(>RP9UUgSbRnf3wyMOt-Fo<(%w1XEq%t#6 zpkP^GL}w{E(9@H8yl8#DXF>UUN6L7L6fRFTj^1aGK} zc~yMNtQi%V57)m3R zH3lv`L%sO<>ipo0;O6jp-r;H{T7kRz{7`DwWsjnw9Uc+TG!)_~1jKc}_wBPNOy?Nq z5>}C0LF*mGSt(@P1K-K1-@*K35^6q!Z|dY*BxDTY%yjr18Buu$TLfID3ZY*=**Js4lBIL!-ro&0^VYH^_Hqu zE#QCfopHyGy+6MFxd`*P=rhIE$Y+s`pN&z95b%&)P8E%~KTwHjeApqzXg_#a!_>*> zY&RZcK2&awD_hWX^#D-k=>#e+ehKLcX6IoFpxk>4k>N@n*mu;|+4GDc1_Z07`Tj4w z?CADuTM?VHEMa3mnw*H5`Rz8J5PDeB0eq}UOXCpP0n9Zr|DZ`lE+5|%p#pF3YCV1_ zX?hBH_9>OP0daE81_Zrb(2L24+4i9k*d+P$@$Qrg#{gr+11rVfwY(pxuFUkpyvQDl zQ$w%gUCT2SfTG5p+L2mqRWc-02I!YLd43ecn+esbK|dT28n3qM4us}k+uP5rdvKTn z2T+?eU|;+r=^ozvIe2raveEtLP5 zT3JzDy`{lwa(PWrZtfJLtVWOxC4h+MK@Bq5;z|EgpHyW8)Z??wnF8CX$)e{jtrEPi zb(Qe59Sc4~3WfgC%SF?vO+%UAmTKQWPX79N0=@!_V={tKcs+ZD17UZ4u@27L!jkX6 z-f0fc$*Efo18IKaU|+V4=_yUm2qLEOcyrP2;6sRttN!@|!%%VA(>s0)UF(XCzUYmrAt`x1;jFujG^TB)qL>w)(=PEAc5 zTE96+65EY*qWPyahM|~z1ih;A{hl5q|6?7ffD0a?uP+QQLZp27# zE4wv*@db056Garz(K@NSAR_58gPq=3)4JVN;>GR%z2XXew?h(Zj2h)w|o*Vr%oh>LKB}Uf2r>E8Tj0W!`qBNn|0Y|^^tosl`~dLOB(c~9$xpN==l0- zP4t~@j)d|c%aokF_rABRyrH`WF>$JU>(_m2$~As{$3DKg1uSg0z19kUVH(Zj%i$iI z`{6^gg1RBezRnwb$pclTPRh_cou~!5XS<%{c7@CIRay{zHYN`?Z2Nk~t=M3K9=Ah$i-T0E9)Qt-K)sVCn zYe3*$Wch>V@yS~^k1pt3ar%PiVHqy_s2^h6Bejw$dRmKU)axT`5LdV4j;AnmvT`E! zU2*Y+BPfX1mp${7sE7pLTZ-EKDLyOG?qK7hR6+!E?skj6iQSvr2bcs#h!{XnnnZ%g zg{K#6P@)AWJ0YQJ2wIgV@D!Px<+a`872S0hg6&urAK>UKvjhtbPoSLTa##8jpdG-c zG=j!zXfs`*CF5eq7*35Rm;)EEe&I~Jk3%_UkONiy2^6XxfbCt_`MxzTN=tvj>Biyk zc{=8x1D9W`Fw2j8M;s)4yc%!oK2F3JM6@W56gsYuC+~`3K8Y`C((BWo!KzD~1nEe<9r%zZ15Vr6ePhh|3&cPND5cg0X z!<~A$J4SN(4!#?4(i%ArG<6xse(uvyyIvqvRDB-<8rT68^Z`@4q4@qG&cVts$AL(8 z)kP;aP-^Buh&35OG!}-*tJ)5C(6u-iF)p!*hi-{d4WOc;Nu_-uiKn>dn^Q=FTPR znIwD2p%oiBvZ^XhFd2l1a;6S1U>HM%STpTt#z`c6MYcAgKgy0*Zwgn1KC51iOAUq z;=>e)wUKHlv;E|ar2#_qm6?0&zD<_qrX(^PVBX+;ye#T=F0HzqW4jiiU6d&cuHplh zCGnS>V*H^V!bi--Lux}GaGAL$|KWtW55o|_jvEjnOlG0&)@gQsP6EhOo;cxwG9g47$DVU;N6Y8W3134C3kx|1Pn=VTdyqB%{b6Ubq0ex$WYYZ6Q5 zEX0e|J0_tbA|b!6#ZU1L~HNX6EC^y`V{6Kd^4RO~z)~Ku`gnsY4Ad4Kz_w;sdE65+j`2 z=rc*S={s5;9y3r}#EevtAcT>SK=40?0iSzc0i5v-Ti^sd7!coAv9oaI;Qx}QArhB) z0x%U%b)B7d2c)lp(xRC&Z0;Iu{EC#S%(tKC@-dd_%Z{F zov}EPYj>-%q9Vv5yljiPr??zh>%rmmL8Ejuwmzio^Cu#FQk+_I;+)}Q=8WB0csKg3 zX`ZIj*Ow(V%U4*K14J}Q*qF90{-*pNQw4LO7f=M3u@#LR_9D8=uqYefLM#N^7cR&l zVLqU;%`BA2UoBh)M9Rh@g13Khnq?8xLwz|jAxXflV1f%j8oVIhEM_2w#?)`wp^Z$E zlkH}|?ZeF8`^Sxzi$)b@DQIQ}u{3Jg1Qvu4A4Y814S(xachsJ_+X2Sv;V7legHnUg zr5oM+gzcGg5Kv^uj)^O8C@l<~xjt#qM5|*Lpz#2(efqCvUVtW=RE5f__o^8$HB146 zgtc}ucl3URh=Jy>h`~JIdWjed4y^oriF4lm*UvF!nZv=i?2ZnPGghfKt?sIFpyna@ zrA>_pbI1OVsh%!(9U8fabb?0tx$Wwo``RCO>SJ+-H|kr_S!}A_4W@DA953Vv+31m+aiLuA5<~N5`8xEH@uF2bM*8^Mg&ncJwvVT>%$u`t*L*3ulOf=0ZPC zvtYnWMJ}I$r9wd&0C}VB$98A7Q1oSI=N#&e;1&MBu=EDpsyK_`{=gEwq}d6cjK^OB zG?|CZo@OT!c(Tzi05})l(zql0+^*K^O9#YVn}(hCqIO#DJIW=)$tk0*E&+gs65hA9 zeal=}@KC;9w&!#NxM6$2T)OykH}wuP)HUW;pBJaGMmCDB>MM`r6q?11ToH2(PI4;l z2#ot&@xm(UJLO5EzQy)*1Y6uWY>Hd*s1pG`eIKvw3V_7i?=)}*1zZmjy_=t$hOobR za1vfYg>-E6tl{BKpZjr&5qm>i9zi$c(sV#zWQzlh(man-PEGf?q|}Z!isE`&}@NyRgZa!4%Kv*OVZFcx(5=ZB6hi zxwu*fx!LbtYK$hM6;}UKEOb@tG6PJ@oBe`%Sk6Jnf&Ta^g~^s2PHz9nmJ8C8oLWC? z+AY`v0RXDGA4nouc4v<=IXP&S*El@=Y#5WrBuNa}oQ@(cqe9Kyo~M<7M&I45Ukv7ti)J|zr9 z>-Gp^Ix%;45QvleSy_WzMTY5Oiv<)h8Fzr$cTsQOqMCbo-b6-e*%b~|n5af68JzNK zsf~erKf(DE^mep9FyMunY%ryG7aNm`pyryC+$2c7Hh798oeje83>pUmNzk|oLQ?sq z+?@i^DctJ0OrcF+EsO+?^xuX_7WL7IdDc}`Ez$%Qz_Oh4PZv66trV?dLs%%m6eY93RJjVGLIFf&H%+A zO*0%decOG?zN3|hh#2A}yhcp=RJC0&#FP!HOk#PvwF7FtH}&x!Zr}aL}`jhoYY9JmQ z)c|oOh##Q%{^9uqAfv^<-)D@|L9!o#qSu2~5eP7k(rCA+H12riSeG39=?0+VQj`V| z6i8C73jpMPe*OqFPcK?(mK~KiZp%nOnEmZ}m>T*T_PK{m3DlI~a_ce9*aB!rUr|vP zgi8Sr@BvD`9))DJ^gZ-1bY9{*I2>>_edw0h3XdHV$Fu%GU3DiGf&{DGvBsWpkB(eP#L(fhE~%)lKo@M*X#K~H2l0_a0gCq81z z0jBvg7lM7cW|gmioJ=Y7<{*miEW#Th5UbE*r)IfViA9a&K4@BP-X5LxAX-Ws_>Slb`BL0`Sz*-)5f;GJlnVb z$mt|!q{-jt2d_21!K4UERhYEm(l7!eQ(PSHcD8#YHe%Dg$F4I+Vkh z3BUckgaD?EXnE4*QkIF5Qi5LIQ88r^-VE1PJ3_kc+JG_CA*<~{UY^o= zVJjGrfW=G9wtBN4tM}y2E)Y}ln9#wy4~c@+o-20CfmdzFQ6-4-I%KAVSRw#i3qX)O z&UOTM<-J@RIgkc*MvHdN*a0}^L#$*-+f4e=+9wR9k32s-nVjQQnm>W%$930_3MZfW| zkbQgTab$<0RX-S{a^VJAZNg9^TpLHj10Ph~iPAH=a*y0gE;1V!DZM$aci3a z3t4?_qX4nu<;_LjOJ%vIy%@7I+aJ#&(H>yE2rFlW=LxX)qH+L3}0Y83TW-e@^^kO3{duyj0pla!r}l$`^BIrYU?oL~U`otl(XFovXVrgPakrDY-v*XXW3 ze2RH#MA?eySUg_Sh(F@F;oAfWBg7kpAd^cgV~zmo0mOj`@1t-uJVrnR{i;*dg(A4b zZ=JDgodardQUwq+#&0nR=6Os3hPF^HHyyZ{Db8oiYr7M+_n7$1F_nvZV93&pkO>gn zGXi;MIG%;jxPC%<&+*r|8T<04z8KT1S1-ECQ7UG{9yC}VcPbf;YUU5==|vr!4KIg1 zO%u;?XW~$WXcA-0*j`I~6(t^k3hj~r{Xg*S*-phvT{PGLv(oo$eB6y*sIXSt@S(4Bv&qdl*3@1pF9*a3mT4cmF1Qtxp9Ba#TK$kGrX+Sa83dTV8}=A8#o2okFd0`D+llK86VHXX+xp z(3z#(3S>K0XEU~*j`vzNNFbM7fz#LBc2FJ z58043(7qTXs@9^rJyXsJrLzxkn{lgRW!w(qoK@W5+OUFP!q4_c7WcD#9q#Tq=`vq2 zMBRO*7||z`6QFy1>I3v7%VO6luS>G)M-2&bXqKM&qp!C05Z=r&%7Uz21p=dIXJvfY z%7CeEu6i^uUXj61VG}y8UTZ}_6k+JVjb;@pIX7AXJKcoBhBin_*M>sf5nuR}+gVP1 z#z&{9^M?={j;sD_Wx;gd0C)^d=Kvf?!=|ntj2M^)xDLL2ijh5oJ`$|ZOcHoJdh}?Z zgc9y$dd1jK52swc`xj-Ap|hYX0UXg1-|r-vM7U}y9cDQBr0lETp&Z%2qV3qf$ zQ*rhZ3T%f-b?7i2!D==GhH`CdgV7e5LFiuosvJ3^9NH6F^>&ysvE=YfoX4#42X2jd zwmjbA<5TF^iH&D(o;1}mE z6^n7^I`uWh5=uMYJ^5yf!EdHG+#DMIUbPG><#uA?czivw!V)44kD$fv+4Ay3P)4WY z9FcQyayq-nUy`D`NjkY!%y$^E)qF2Pw>k=alZ?FZ@hPi>?g#4L94Q;n*|reqngEX= z3EpXHJ;T@aSBp%12v8zdB|(++=4r52lrP9c@4%E)gsr?ftx;~&7*Kr)t>S!;3=~aD z)eEvJ=mr{Xvq z;bt5(oSn&Uf;ySm(YC}tDChtdvl$LrFyafr z_|c3K;8s+Dkem)Th3)6&kGz0y8}GDQlNKDR5-<*x*t*^R0K@MkxH^SPGDPnH7%e3U zODBi|UUQd0V?BN1T&jCpGy>?{^Y(yAQQUNHlgH&##@jP!(GY~UdQIJ?V>EUXF(9MfD1+|Q! zJW3^`SbxYN&+8_(wX~c;FGQUxc&9B+U!gSgM`a8_ocZ>eU!mR5$)@_B@lx&Eo9h(2 zLZS8oK*-w<;yBl?4dk@gU86R-wU9AN01X+@n$gbh#`dEg61l&hito7{4^J;B5GAq$ zoCs+}DeQnm4Y+lENZL)oZ9t!MW7dMKB3n65nh#*9Nghs}G5)m=Xb(R9eR(8keycBL zf$j|P@1{O-PO+9&1qV^U_l)tX-gS5!NaibNrfMbc2aJr zzLk>3vz_HkP4q7U$ z2(RmE$#SDL2T1KSzR@QX%JGe{&Wvoa`-ja0OVqA@M3BFq-+tWPy?9`SZYZwmHwpu} zkb5Xfsz$_z%yeya(?Zv=rLK`)2m)#z5;=ovS%3(blWi5xPYLouFj*NY%*{#3YZG=7 zXhqc+oi6yx{JByWHJHAb=}>=F&t+I-4a1^XfXj7;Q~g$}g7`rsqMw(A3RK>{dL8dR zY8X9V2{o5Fl*CRY-_^U{`j46I^3C=mid&?K{$^A0!W%22paFJmpTJh{Khe-DS)?JF z$`lS(EIxItpTKh!t=QX?LQGumeq0GX}2@156|Nipo(ux7R9E$`Lm&C>)xIMaZ=s}zJ4He#^u&O}Gt-K8y0KVz~21Eh`BNkvyycNy5cn^$k)SO-8pnllt)J`rFoJWK{ z;cPjG0+*)G;NKw8=mR{1r56n+2!?xpEwi*92)WAnO7B0736!RG5|Ks zFTOw}zb_Io|72VqX83wxmQcyj`c;xrPGe{%(MG`)=x+~K0btTawuDvqLWNrbIK%a` z?Fu4*s_@+4!4n3|5L0|D>~7=R?G9D9@}?FAw~EOIua#F{i&OU{09?Ji^He|+?^I5T z=11x2qD4x)fnxIF(9s+3bHPqii%=cyY;UC%yDrvYOS_&*@o8BcqY-5lp6zWTCVGo` z7L?{KyP|2Sck;&X;YE&vRMQ_M&zs@aItQ2KS;tes&_0BvocFX_c|UEn=WFAYDb{0u zSMyY^$&{O%e6)Ff@TEkG`&>CS>rc*`AH^)v8>QGU z!TO!nb;Gn74NrAyGrw4Vbx!cBIrFmbfH_VB_I@~-(RB~HY=fz64c`>%#ZC!}-SpbMld5&v^NYh-dJC%4U5Thl8U!i`)p>`{o-Qv z=y<*U#EFwO`lJ7GL7?J0NcIlkMqV}}d#>dC4-YEMVp)-bhpG=UicPh8YlKq~dReClpB4x(#?{O8`_A*|b7UPCgKE3-@*(zsg zYO($Er{Ugfl@x9Y;vd&9G+O$oL~fo?9|_IC&gX+-#_utn?3`lNcu~l}Y(wL^nXYpe z51-v=Z-hVFZkjrnLJ0f8$MBpL8<~WwY?0LC+hv^X@Zd6GiWfy1Z2l zOZFX17W)<_FNE*X+_V!7=3y@h)a1;i}FELq0&lcK~n1HqqII$p<*8d#gG( zYW~^l#dp50~vDd_EM;%lK>c*>@d4xt=VVmx@NR`Qow6S*+}~w z!&r_Ls;!t*=~nd_Yy@tV(V*ilRHo1g1-b@f_(;}Whe)k0t?O_J-*SLcMvzp;6)k<^ zq*|IaEh=}*n(nOedA{;sqHLsK>E7l&m(?;XI*-bvsz#m(GBMI@+^uB%;`Ap=Lldox zcPS?OW({h(($5w>&{vN{VGq3rRiX(o{mrRMZOtc?IS-g9H+TgUe>0MY+HmH*w;`f;K`ChKPv~WKB%k zUN=`8vF*i*=}KM8^yTGr_HHx%s&E$T(tAMq+2z;&@(548`?aOGsZCV88jfYdz+2WQ z18d9G4Nu|!H+ClrGMz6KdT$>^Y0D zcVbz?VqwGB&n0@R>~<|_=t_J!MLNW&W3jNWSaXBr)5~-HI<~HDUPtB{H}`n2^&&Vr@o?Z4O6S+LXjZ0Lk@Ur&UDZ2i>W=^3YsQFcp$Uz3FmuPf6y z{>fHZ>saUJ>~C_%B~%=EJXp1_mR6|QmJg(1flx`fv{puwHDE_xo=m#`H=XG&-y_zE zsAZ&`G>961OQ%IT_-m-UIXn!9?cP68-k@b@@}LHhb$=k+i^l`0$-Fk5?T(a!O~5Bw zv(hIq0p5%5G#LP7rDjX{-f8``uWNa-cFIOT`Vl^AAd0G6_`Ei z$;NLrGVh3hvl${GA#88oq}Wspc4>Zj@a+k%tfo(Od%6a!tEPDnr)^2W6@xFh-drj2 z7%VHiT^&hf293Ijs%1+YjQ3zv+|3;YBjAclL##^O>$TST4Y-!@FLXPwr2Xg%ZGO(J zd&lWmN62_rE$l#3NW&1~T>7eSc)4KE=;vk=HdHRikqMaRb>NicJvHxjkqijKqKV=?zQ&h_AdVM*&MA1qsC$8%UAxV|oCME=rvD`Tp@ z&?}A5Fk$@%*?M5&9z3K>nsz=p8Ohg>tE>XG2xZ-4$?xiD-Gje;@^Wq5Wz-@^*%A#b$5 z!6mFLXul~RRdzP)ThLaILHVR{Sj3?7uYKP>>QH~j_?tU5URK)OK&>nT1>!iMcI400 zg7do11m;5^Ob0f=837c4wk1MUfiH>PB$^z68*yI70@#shLd?5|g_d$tZ2c2Ict?Io>~>X(^M z067}`e2ac05NmV(lk<5EHfBkbl{ zrfx^P}&uu&b%K9bF>@H<8(mijCJTPvpUIHaCe>kPex9uB19NJ9lQ) z`Owq4dvA<%eqLwQ^7uaP^+VY!7!aiCA_VjmsmT3~f* zYuzjp?G1v!8;8;+;4KuaLBm{fPtOK~OIAKAu!O~}Zgd28a66Z>D)=%_oyPNEx11KQ zfF513ruEd^J=>BB#4@0jq=;y|<*~`bKwL2azQzqg{Hqk_d z4_O)taxUeW#|F^lkGhoxe3KP{n8DXEqU5gy6lKw76*ZgH?h5bj?42SqJYwIu6*-mvqi%xo)9Ja6LrfUiQh zH6QPKN0M8nBeU;kh(KSqhu_^Za;7bQDF8*nG&?bXbRd&L0yY-AHBCgXTbjxuUaUA^ z^C{NPlHfsEi-4-t)s||^t9qi~yjc-wJb80K(rZF&M8i};?0Q)ccmW-f^7`GjIO7)S z>+k!lejLQsCh*L2a2G>nIs`}_HujCLvLQdTtL`5m;^iwknQk>>XXB=S@U@gBP5R0P%!cv{ zx=sl>U|a@(yhL?FW zw=;G*pgSUQfJH6Db$zl8Cp1y0^!L!m?#dP-s_-ys48s=-Y*2vk6Kl9o1eW2_ZBXgf zWD+=Q448<5R^$>QmHhmH9n$!&5QVagvT#uRz!=sNI|bq=M9Eq_rLB4%MV_m7)CaoT z>n8EVq&`t*gv~u;j%M2p5H;crj=Y8`6@-gB)V+rv=K<(U%F)HwB@zbOm~$FU8Ar8p zs8muz?hI!>S3*ruzQ7pYB1Eu(oynUu4FRZ-bpEHfl3+>LwxIQR47`rUlwY_oX?e_= z;SlWcYCpye0zRb;=7{KX!I~iHA3D(qG#8+JIZoW)&#f2~Gj0WRP#XaZy-9Xf(hpam z_}W}o6o~U7izJafG%|wK0i(UiG0}~(v%o4+@n%Xf_msFDRydT|mk`4gg%XV!JI(!< zH@cWri(RqGd!7Bo@I^M`Qv2-R67KjLtVfx(oq(Y>;jG&GZivn~W(fDRJF}Qe&>2Rl zDsuN4FP+&FB}6hEiIu$e`uiS6RAw%lz^>#CE&&V zJ><9i0GWW5jqRrCLRS>)GlK%bP8oOgyE+N=q_*{+eX`~G3SlN+(HX(ik+K<3VfdiD znKDxR#*xw9%bDGsFNFJ5fS9Ao=}ssP$&rDOko$~A&%55%(xh;xZrQWwdSvQcTy&71 zw{nX@NOs(LQJnoHAc<1~Mnzw^aAB(YYsh=j8y852{Q$*((RodE{u%N@F03n-Tl>lC z12vJA2Wny%h?3}A-B3gsm5GHZkOKl6bxX^2z-~_-gbnUcXKHWFr~#bH!F=f~E>#Df z*$=;n^Ua=Zjhe|8Cg(K%)jI3W*RzgfM+Zi0lsCxUcBvY~7u@Vfx;gvi@mErbUo%uL z2yveS`s0U?(k>j-nZ7W{2+L8ddWgT!@2!g4`W>8Upi6g` z#O9cBDhsSXzI%^hRRK7FeIlud*{qrK=S`JQ_bg)0UXbp{ztF6sy&8xS9Tdd%vOrSi9K7ALgL)ksh!JfHi_3au#pHs@ zRdf@ABN@0W$o>Cz9nJ{E4^+|K^bZk= z0_gz|u%vm(R7?7p&Q#~}_r+T@5#;vnx_JO{OSl{{bNyo!Vs>#6WFb5{N#Ohyr$i4z zD{i~C%_f8#%ZK<1+xo^Q{r)vh&QJi7B7TA#YxaIP1Vt{A7+$*D87Q{|d-$$Qp^pzX4;!v=Tvt? z$&wDq3^^5ma{NMQ$&0k4aI{GAZ1-&5$@kR&{#nIAd zp2$QYl`^IE+j6^(iZh&q_B8@_8jav{1?$(XtA(ZRt(op1I`x{)t?#5l!-dV z%K*LaS2-K6og|+QT^&ukAxjLB4QyE<6c`vtekZ)Vhh)j`K)GgMe+p7fi0yk8U2R3*q1g_C*fqNd}9A7StFo~vKTja95 z8WloE>P9}te&c@`LvfdbtM&}$(`UcoB!v(%y<0`|2kpF#FO+w`??Wz=YG=L0iS2+u z45qoLp*Fnj)}?kgIhh1b)Tl#b<@|YjF^)snMUWAe`MPMV>MA2B4w3+sz$M1D5An5* zE#E9qt-i-=r=g|T0P5z=Z}6Vp?A`*a6*;z4Sc`8{$tA_GARF7!Dh}5o6Z|H?k9C5- z5w0HHWQrIU7T`nXj}XDX&v6H>;Xx*$3>^+6Lu7YPQuV7{vSF zs%}SsC+$|zi;)VU{|3}+%7bowxK59e%D=e*!6y>rJo zsQ{)!y{0YZ&9$YLo$uh3Bpor0=tT+cgA*_7eG=5rXTipS<9(zp;TlwxjHOR`MGS>H zx)ka|DB4jkgnH8ci(bc;Kv^y;9ynW(?M`&)4*>^Jh6+%-o7?`*v~$M6clYjHzbU~V z_IW5o`fGye{vWMU8V$?|M(&z2hi9nNwkjO3qbC49Q8Yo#GP%8~LMPgahUm;7=WRVyDIe)y zjgQHX=s{8hm;b_9m>N!-vEso7m0HGs^2^8OjLFJvbn`D{(DUOBi%fAaF+)&J1bJ zI?C5iOhrx99ieeiFpLxG?!?KuWhn9hK-544@x*Q|)*`0Odyp1e?}Uu?e!lMH#O56& zN~vgre3RBLVD#ujSCD(~Dhn04b-9uoNl-sPo_%8^xCnvUnbOtvXdB5~BI1JW)Pb@S zvPF5S5R~7xDeF%v$)ql*F|?uiy^eGN07S|=Bc=cHAplJw`bX`L6pjm|RB0vkx}UGk4BYm?_mW{BS`qw`)X^#Wi{s!bahv zN(Z-5i>fLTT027gc0qzY)i~}^{cSbZ){RIl#~Yqq2;M-s{%iiwuGYMJ6gNNuS+r7r zpaG#sfn17~Jj739bErtf1Wpyd?j>eUife7a@$;@YO9OI!=o zjx|6(77e{P4#9K?9&`FEFcOb5cbp3g8M}KkWd_S$n%3^+v+})$i1t$=e50Q=+un6c3hTnE>nhu-HVQff> zf%>iK^WOsmg~aZ|%S?0BKwnUd`zZB&bZF`M&Le++3A$U#zYeT+gj_L9>Y#y+W9_k% zg~W@p`m#ob>dSV=7wa^>;A}(4Ku7FeP|s9XP$W#PJbv?yX8ErOBWAn!gb}~j`bQ^1 z%1=~rlCtgwmaa(YrNj@synM$kmU#Ow*pc&#WurS|Cogt@0!G91+bqY&gFwf;LyjKdF?rv*2*Od-k zl|KB=OE3rJ-uRfW8Nz$~7jRN$e&8kDr9msOqI0#Q*9Jfu1_>tVOZL7St~>>Y%dImv z*LNhKzu9w<#Y0aSn5+P3nDQQQlCTY$?~dJu&_NlaRN2mdKZ9e zCXonfvXXo^xZ$-^u0KGtNc?`Gx8s!uuq_cp{VJj_b=-RPKS7sq{gHYZU0omElVfPt zftUj%VY9g3T#t0Oe{xi-HGs|Z=6hH9efp0$2ugpMu=tofx>htSiCZ(5B0_Z9B?|He z7{$^zBjGM?9I6Hxf)8QRC|2msq%jpd=&@5#{_d)HF%~D>8GIa}B3YgDo2c;!=v*$u zdR+dqW%bv$6==6$vD;HWTj9}Bt)!lxE$kGl!7|;U$U=c*;8&?T5ZBi%zdokeo7p=RW_;L=Cn*5(s5CbO{9eWmSS2}YRItBn>bDTs!_QCJ| zkxI%%oES}KRniMnR1gNPsICU`HnKnv5V>Wa!sDXnmi~*Y7ZBe zEoP9%?x2s0*k-&@-FbEdsR*omE`F$GNjU7Y@Fn6A-wtNM&p4dqq*y+1vh_wl6kS!M zd#2G}bDf-}kFq^Em0!1W0hBC!;XAI_#m6Pups4v+q95mhlnM6PEFE{HJq~AR!%t9` z0rAI~yHAYS&c<0#iu-Udjoy%LkA527P3n+-4eb;S+=U1;6_`y*N($_qsUS=s8Wke7 zB8W>(h=|0J*Ne>OBHtM&k)audNfe81?6ANK&b-`8uWj^g|_#~H@&Qn_=7 zktnQsFJG{y8>}t;M8Jdvc?}RDLdLK~KIfSI2jLzjn{aKDKaI3VU?Lu1d4a1XlAnZz z5bTzM_kIZ95I$ZG3w4Or<5%jlm{q`TAlNRuBVdTiiU+y~oGqRLA9uh_| z!0&=Of1yw2H(LSSwYAeyB)GHHG%rvWWU>3&Up+n8m*ZVK$H>dP{b-2z%$`+o;wFeB(hT_2CBhaLv_H|s!B?@v8dD3H% z#n%112t$(gMd&VmSFqhx7@m$daH~`E;A%!9nNNaaRDaDFjg1IdnYx!jvc{u|E2F66Pf*-v% ziX9c$ME?0vK3F_IamIqzl-EPCD_-4sHOH?~b2 zsv*kt-_m?*7ayFxy2j!AFl7&}<^JrelT5K{CMluS@`#Iqd|$^_)LpVnnw2ns2)Q@P z5~rj2yxt|28~M=&Yp#9-J_;AJ&M(P(=8%P5-rf8?)b7#IMM-`^f}F9{ zF!+~23DcZkte1aE*D^y!j$%DdTN~k&&q4&3%NADs-$De%Qk}Dp0e(8#nI&b@hZSl; z=F8ZFmosrrB{Ulk9`&RX%jA;Q#@hYGddO9YmG98~q`g)B zd4vjYaH(5Js1y|43b4IinR8eT5fma9|6t&BLvb9)AI51wBo+X{1Q&}-b*0`#Irm_g z6-LebdSKDdNO$!26Zx0Am@fkC<&g8J)4p^hCGp*Bb2xA&Pp07qhT3e0a`t&$-s-y! z@(^IqTnQt@5~AAkK+e_~*g8Vy*~hLpXn>}4_Q5R7+#*#0?06cef^b_LM5T=zBMr63 z19VpGGyctm-=hYBuj~~Jd1UzH4hSoH$UUOdy4(y30UGs1LW@RH&E{wmS{W0exS(wpC6pX!?LJ0F77-Y?wh$z15N;3 zEo4qgY92DAxa5%%F5NaioL^b)L1kH^SJE^t47bIvQ1zrj5XHM77y?#(2Eqy|OqL>; zz{^+lzr?&{93n~Wlar*DHbva`fP|l^C=QSRe~^eopD?|#>UH& ztEge)ip*DM*RWI7@C0j26r$O8RCvhQj}poA_Wv%eY}Bc*%Nm|VFE9NL_?u$akZsH3 zVIye4*j0zK6bWcKod@5hrwd|E1F5;iuCEY5>xdo9%@#V*v&314XbzgZPTe&MG*CPb z;MM+}M{Zo)j@j6{%df0{8QX?Mx`iJEvTSJ9aAz&SUtoD}Tgp#T zSj^-Q#&BH{l|qaJ;^d<{;MpttB;$B;rkh3xXuS>2RkH|tAV`P02x8?;HQKuFQtDnq zd^XJ-oUk~m!^=7|V!%lKu93k&IFL^9V!E?b3mOB;>}UIl8yLh_ljxe8ORIIY+pfFo zFa)@uHrOAQ6nPIwC-Mu^00mT~AcE6o1lw*DT8mE)dnM(An~5(E&g2e_g{(d39vYyt zgHyQJslnQ(HkOSLD0f`Y0CsNRrs896dI zv`9p`A0xN8=g*N6{GzPl23DWSzV=bjGb|)0EOcs$O%>4hpq|%Wy*i|@>G4sm7xO7< z7?lt|k&cM}C9F8yF?kEaRfhizO8kL|R~`-`9$;tEG!P_DBGlE{oU{>n=iY5V!DDqV z9!18*hcf<=Y~N;{BbnDPSZ=s2Y$qacX1kriAc)aw=RqQ1gme6dSZ;7mrt%`8pCm-L zS3%{18s+ulu=*upy|WmApMXl@Gv{qMR(kQgB4S(Me?-vFZ#Z?KHd-8SvX;vUo{@mz z!*GH9U0(s)j{xtnuS7)kb=jsN#{Abkm&hG*MKYX{s>m$I3DVM0iDC=2e05y&e|N^B zz4-Haao`D+j${Hws^?O^B7k}rG*_&Lp<=9F6NmZh80T-!)qvKc60hR5yh*T@K<+zC z&^3xpJ0P_}VMQ^92!!#k%A>TQRn2$pDg)B!{@v^4TTwRd$%r1U7E~x)To$YFa}YP? zHyJV1A*B;08N#)EcF~aZ_HPg{NdNRr{-f%D<<7qfX7MQ*?y5injP9}#MTv$EK`7N*scS zi=qd~unLzWaMGN+T1W)F4y_yv+Px9yLFXqd%6y>?0WV;&SB6n!_wv#kn*Ge&Mo)|z zK9)!s^TRA_h~>%yFq(=0W~%y)aO&=cV*ASaJ0rAx#N^la-vmIK;;5+qf=U^(&o|Z1 zw#&6Zait+>iKt#g44gqWDNSLgIBP6=ix$U5Xv65S@#|_>tYD8%R1B6-q&OprBS~$$ zhs5E5qZJ-K*}Z5yTf+Yeu~Wup=m)^CWVB--TG@l{Q5taJpPcfg`09$`;195@&)rdN z*Z~tMk0L!y;rSqMFfPo4&@@u28g#((5mZs+SP?d`Vm<_z|3msm7Nvh&!a(@m{5FaI z#MThR7Qeot+5U^)4(JoGaC8h1e)IrAGuHrCh^e`Z0?5kS54G%lq&ZMF0XXZh^58CP zGAObp!2C+)2QsFEwMc`ZmF_HD7bTeQkdb3MNJ5R0xHDg?QPL68y`t}QK=q5{ZvPLA zZ0ufgJyalUyp$_L%c4|PUq63lLew14B~g#0*?smj{As$ujQZBe{kiD`$Hl>*ZlJCv ze_sruYc~Q=$lnk#8unofANY;s6-wzcZeZCqE^9jD^ftzUxt3)F3U+pO()-41g*AKt z$k$=AhMI>KV zLiK5z19Tu)QrZQ{`-yXc`f~)?^~8C*Copw~)A#KjTJqD?z{;<`&+3+&l?G1o;`17; zsj27F1{c}TK!%D#UN#F(>;VhIn!BC?eI)%euNF`F1Z;+sKH~y4Ekd2;s6m7ZSgoN2 zjlV@}F^a3W4iB9H0Y9m)9_jI8LRAr>|Hm5fdVW)ap8e{&d(3BsD3$s{HKQOMU&a(T z>mZ-Enm*X#Pu71gj=L~|%}8+1?9p-sRiH*#4VwpM=pktzbt`HB(!TF4I?+)DjUa@P z8lXAqa5O~UQOD#J-Zc=$&eqh&A5)?IQ5eMr_6SYQ+a8`eXQhp9+;O# zBhmg746g*!qk%y|6p>ihiMFm3XRSkX?fA(nuWYR-%+I@M6wTuS;lJ+SmRSXv`ir_` zI$zW1&FhXV&y9c>LMx40<6#(C@3tv)qn z_qsZ)PpbPOv5}A;3T1egIQrZk8ZC#u66e)a=ebIJRJi4}R62$Q=8!$$w&nLhG}iB5 zI^9i-bsP&OghKYV+6%dT_!b9@{g4_&7uh&l< zL83JpYYLsKCgqVr@o9y0p`jD??n7EYV#a3?5e?&Y5gszFC>*A3=zhm3DCDeMs}yyu z%q>kadFH-};nvx&>Kl#?_jfCP80Fu4_q_JGM~+SM*0CM&Aa~x?GZk}g+Y6Q(NF0ia z(p0qmuJD`BDCCp9VHUqf6*pweV10XX?CC7sie0brjPyO9nSgaczMJkx z$)W8&5MCu}R&>X8u;{6V2;swrb^gU<=#dg{{Vv5_KUMAV-=~I5GKu?rwoB{u{>={N zmCQ#tV%P3))6FY8-IhRk@K83wtm%02ld_WoBGp|4_iS(}%FbKy@9x)6%5YLX3T>*8 zl9lf_ZLVUvUz6aN)|4rjS8n&97h&YLH-DRDBc;%*aH8J)PgMnzR$Upj(jctAiJY8< z$*O;GzN%*x8{Zy$x#_FN_SkjJHm|ncj5SJs(^S|M_F-$mY~u}Px?Iz-`^omp9)J~G z1D=M%GgSl}mDndEQ?*6gY)IDBGA=(DV&E@sy~o)|vXP^Rj0^n>so@zMpo?zhUGxa$wbiyI&J`m#z+)yfXXKvPFY+EwUcRh>ms=`r&`A8U5^O zc1>+8- z10fwi8`TzChJc-DK>z1}b^WASr0yq79EyFYk|*HwyOd_}29|&RpJSc9<-tQYL61IH!{M^&3Vu8|llSuo(G8d7Lx#o?kiW9WY1*zUR zC8$11p)Z`~@sowm2dTznxUbJ^m{FfJ+3TJy^8K!f>Y7C6b#;mssyFk_Bv`LKCTP^- zhj$xTzjx8A(>(@;>iYsiFaGPJ!ALY^Ho20G^IOazOZ-OPP8jq>=6Tx?+xR#c9vy!e zlA=j<1Zs#NITLYIU8B|1;C;b+q)gLYn94$7DLnc=#FAo)3~FR|1pit-$NR{>=jJ9o zapEStSjt`Cl|X^wP?t86vLx=pN{c_M`+d#-J~t#Z#x?=Lmasw01DfMQFCOGKMI{0* z++Fv6VW_I}2ng57Rz0aP(gU?@@*o)FFCJ)Bb;$9fF(ETl)%@vl)`eSiTFgP|*}meBJ?JhBoAm zxx-eSL*&f}UJ3FvM${N2CZoEd2Vq~M)^c;|@acIA;`x)COQuAwUd;sf?VRRr%X9a+ zG{!cNVNpM((@}1bm@YRg_amVx7Tow{Zgie4Q#=LFg75Clt?eUupGZ>VRWZbMnG<4)|3|=3Q;{%f8RoJ50ggEkfCSp zpJ@oO@4rmDdvzL>Zh^<|gNM+#3=Twafm#t$-Z+t+u{}CDL{&s0H;OD*No_{`9Z`Mh z+qR(~%Xt@Z60}+dor373gCN3zt>qw#-0NoZzu|Hu|ShU>UZa?=*nj%52O_@!2LU9P z16!=T$0bhczh=Lm-avyc`6%oUxB+0yQvKZVY(Vzbv1~jeiT-3x81cjCd*ruI1H$wJ zo4)egq=qU@o}Ap(ff668s=VR%F)E#Dv1IcXXoCfK^78V=`=;q`KbnM?LBL1A(Zi}! zu+Jl5m%{W6oA?M583148^T8V+zj{=+71>=>U>%8|JowE3&9k}nDU>0bIJ z8XlA>>kEI+p523w=csUV{c|J%e9N*P7Y(A+5T#<5-nb%Mvs;IuZLqZWbU5HxZqn~rNi1pV@qbcL`*=^%p*LP8|@A`d{1H#K01?G?1MClzV?YC`H5N@)#@{4KQNiq&?Ee z?iFj1&N_*LdV-&bK^6c|3XVraV}Ga^;gXQeO$X&H zhTOYDh;0B?`8#T5u{pc$>(A?O!?3_s60(TvAR5N+pNZhy@aj8b`~@a64RdIB!_LHP z((d3$N1S1zed{JBhee5-r{Cjh5lRF7K2Zp^kJ=$?YcDM1)t4F|})>?_7IG3Q>b zLg{3GjA{(Wh<8lN%)im}#()tz)137~lwM?i38YEJVe-P47URw=zAIwkKbaI2i78*4r4(MfMmt;2+{5BdUdRPYBY+sLPj_m;xyoifYsdIsP}faqr(W)|>nFm=eYY zTU(nPj+>9Yk1^!R-NbAUQDQ}xC^EZv8^Q12-c|ZnWg})3yob)`ud7$(FqgPNaXaJ` z`vG@Q1A%m!n94?!fD~INQ2Q}(v*BgD1WGGle>2@@R$(U+5{X|Wy*`bhLsM@4MT|m> zfbWvWo`9Y6<4)j_fFdx(_2G&5MI4|v8rn5q==aD_4mzBw8UW{C&^Vw4_*hyrZ_CN9 zeAOlLkMcHREEkUBxXMQUa30SiM;;>e*T(MNMbwa$m{ssUWK}Py!1jGw^=Z)HizJTT zF)2)~dK#gKJ(A5iel)Z`t^&&L89Ux8=0+eloyQv_+S!$L8#20+YP)aXV4<^{pc4R@ zkq{|hG}wJCQ9qdMQ3O-0`19@5uj1=2B(2`y!8~V@eds6tQl%9Y!8@(7 z_B7B~T|*W#4Pc{~X4u|$!F@tW1Row-bOp>Hq!l_l`~nYLzlf&li@OMYF7fcZ)6fw? z!nG{k#Qn*Mp7F^bKLxO}}vEoQXUZT&M4ZOlGnym0_v;%0vZi8tBS?~B0H>ws6Tb_o zoL+?5*nf;$t18HQe-ib{2iU=yOWcKP!JyKB!$}ySL%G3_rAt&-SLdrGKnz4VxrjXs zg+U;}x|s9dBg(5b^K%5{qWf}?kvpA9y2^l&2uPHd84)bA){!m2w#I)#MiQmImpAq&c1ylMu;$Z+FCKcfMJ?5?|;p_zT@52L+_ z=OEELxdKo}zQyi`P$ODb- zN2xYB`E;0w{|+XsV1kt&WCAzqICLK@_C$B1d_V313q{!?QDy zyG--?5c^F@4}9I5=VXuLe(xE}m+Fs{fu-=Hdo_h20a!PyuDGjnBxsojxH*x>ekNM2 z^FPY9J0sN&FQO^Q-4WAbux*X!0Flg510rT$0}V;oHf7a9C-?DFmEW;{LQlBkIaR97 zdSFd!ztHGg(V7FEhAch}cO;WO{3=A%*n%D?WQJ)k81uqoF3+7Ka^uuogcl%CM33S- z@lUA^q$vj|o{4+S-&X`U=`k`Pmcy`gv%Eft5_AEYpEb6OMiJCYOqpUzk*F8(Z6_-((!u ze1l^{5}CCaU}AAR@1OOQa%*Myvz^=M^Ws1n0*dv(N0WX)2lDnq zMsfyW0dypA+*NCdKv6#lb4@Fk-S>f5Z!< z!$~wyy$06_C9Q0DU|~;~i0k5~)Q$j+(n!ZG>9PE+`a9xJB?I&8LMGM%(&u zoDS1(Ok~36Z$Eu@xYXjVfIdXl;;qPp1t04HgzRl7Cd*xqFUMD^N>@BU&4|>Ly!Wo) z)y}sWEv4a7$*f96FqWc83J3q+PDno>1} z7?HS^5>qeKD!VlAqRd`gS6Q`z<~qWhsD_(PPh7Ra5%ps?D#0YlVGPe-aQ{%?5wupu zvgf3g>kBhH?zKeAq8>l2^}Jw|(++^(L5?PoyI#I$$$XaeVo~uF#Yo6`46yK>>*kC& zcVxI?y%;k5x>AaZcTJil=R8JLFa!CJVzVtTl-AtAKOsc@Ey3ljXJsdCstq11?R74$ z;;FZ&D8t!LR^~3dbnUvyUI6wL!lIj-?+HsvX3phMh7Mp*b&G|GiD$m!((sRQ(X*g? z?pKmgc2{oQ?Ttwt$Tgy%rIIgSypX|HxU4{Go^rP|kFdNBc)pGIy+GvKXq5I+WaUEx zmeIN-K%;vb@m-jHPbN`XD-9{2NwNr}0!|R)6pPsbYwi}3325o{8h?TuFJl1H1a z2;uVm@ZXzf1ts-sZM}PH>W9E_HzXS@f)sAl1e+|eFxdWZ-QxV2cT$u2nT$7vFFxlY z?9HLsr=ne5&mTx6WIT0Uldu}`La%<9IQSN;!$aNf&;D6#*@@yz+I>QKvrupy1obFnDb+)`R`^?iljs@mRuW~-h( z^_05WE>qTj`E|#sT}@N{?T=rbZ}Ihrvc)H6B zBaV~TxA=a%mNxwR@;l!o{Fk*K$g-jV^cV~$Z~nwjF(ExIO@K%0ZS)Vk`+%00-ksAG z5Q|l<+Nm(Z7E}r4{n6Yf%J={nPorEY8H&b5<=#SCmNu%`sYN59Eo-f5r$}NnV{9BU zIARCb!)PoHO<97fJ7U=C#*Et;r%<0VxFm`KvK8-^SUc%KCfsGt?a*V{%gF#`Xi3z%Wr>+2%56A(9N!p zSe1n64S!B{UiD0O$+0P2j{RF&`#20&zu!8gT;TKi7K6;DrCaVDiHL~}iGF*mORS|K z!=UNa&;b$o!!YIr0pV-z%0XyoXR^3oka@{218Y2Uf<}?sjA5ZVDlW}~iHwKnq!#(e zrazfurKl$>-owK3m$pI|aM#GS5Y9h+xX}%L$L-frX zj`xqi=s%GS4&y&OodjXZSWHQq5AC8}!XR|*w3sP23#QzV>GEb%*l0t`w3Ae?bLc^L zKB-s@h$QId;?KZos5C436vGQ62wKFH|TtKV~atf(vrm(effXz1uRIkd*(9LMWkC{Vws3}IgpJ) z*tY0+9{kN19rN`4J?HNRU46oDw%tJ-H*p)NFPro3bz1x#Ze;Xdy#PUE*oBwLKi98^ z$&qt~FxQ?rKsBFL=r4KqQG_vF#q*QKZHj*aDlUbXZbZ$~ub=lt$-p{B)1)Q z)Qk>r&oAi2cv>V%hN?J7h-pQiu8ZD3v@6p zw}-GshLmDnuvvY)f}vQXALrdaWu0;u6DdQgAq^9!bQoBZBe6Bk7hoTF;z-?u9%65? z+{FdZT;1xrHz;NTzl-PGeck$K^M2~3xgHA6_Twt~F`pYBc@Fvg_uucMJF3eyP#=%n zJrv?6VkTqn7KyOZ891p(3<>eyX;{p+Vu%vt^h`U72Mx?=$@gYR z;6njeKo}wPR$e&(`knt8?>R}T{eXew0M1+6i>?DK<4EL<(?vuhGXOk|nQjGDqZh`w zEI1$R;P@pbfk7~+Hfj3zt+gYEmRs!>GW6n1&muIW3e_t}fe*#Hp_~hsz5|#2syq|U zQA#cZ^m72KfQDORv6Na%?d_WIO^6bA|24H82mh zv@LTv%S!Rf<;+oTy7PmMuxBC{0Hw>TxfH=bZ#C3qQ^9pwmG7D;# zCMPYwymAnavU4%JWGMc=g6edjbA@lIswJKdlFrJr*k_%I`RLeols z0T$PfLGFweRMj-rk4~&&)aWNw2};Evoug-5b;MDaogGndhdtwHEF&r8IgcPh%d~*f_Sq^ykNf1R4UTB+bS^TvTxR@6K5Kr(WOJ^GV7ts8V-K3JSw#?wXqU6rcsM1|j#*v6d~6 zjEw6H3|llKj3n6{5Q4qIaZHn$;}N;tT0Q;B6II4+Q09+}#qQ__?t^w4fmq~2ORCRUJkQ@Z zmInULyUA?C6aK-4F{A5Y&q=oI%l?a!8*yk_%yHw}Jx}{AK05vC7)f_V z;rn<0)NM=yYs1N_@l(xu{?wj+PyE!W?59#9&c6trHF-D%J^m*>v!vux_E1@<2dLQ| zG>f!krZS9o8IoMwpvP;!x1cx+>@0s+@BHH24;q}EYS@#R4d729?BHh{P8zVBJfwyJ3prwLbkA@HnIZo2?EdT4%d)>WY# z|CbcNMVB&q@H|z8^3Ss8t|&Bl^^kQO9vah%V)=;@>>lAe6?L%R|E*fm)HIg4{`G{H zTf~qB5Id&_=y<#ibYkXDxX!7fi;{$-c-h46LhL7=kHdy3m;O>`VLMguSKg(jI{(9=22Jo=vrad=B6%o2uE z`eEIK{`t$^>@|b-_@UO*^T%k{@~y5 zlcig5?WR(t0)OaP=y>4n`_s$osZk!RVE@VMkIS8fZr~8j(FE5Itt@4)A!R8h#^y0ESRcw9~BZNtt|vd2_Emys)7Ux5`+>fn@ivZ=GP850@ECM=U0d5FJF8z$D5*cD4!H@IpPA=J#2UQo1 zz6CU{37Ql@`Akm^i)X7q*zAC=}pynm=a>Y~;5LDI$B-*4zdD(lY| zh|bz}08=N&VGJ^4j5Ac26Pv z4U>jceBuFuat< z1?d88&G}AG7r(b&dzd$kd9kXy-ri}NGxkfn?}r-aXBo008RHLWF21~|zwx%p`9cdb zW2e1bcEr43TUk)mC%=_3F=G2(`e$dJc{O*r&|%3#ixyhO4BjN>aiXnBd)|$iP48@P zm#1v0u4y=t_q{G8U8Bj>3_(m)y{Nm4>-E+kVFTZ6Guk(4HB(x6BsG)X88N=frP*Y7y5y&K%a^L)?u``$m^ z2RB#OaGvX2>sZHeEIrq9{>^c`RSPCP3{QK$g72C#7Y2WLl=EBX@GpHuZ}FvjUa)ni zn?ypQo$02p)@2M~l09j8eMui)EhlTJ@#-k_*2@8n|HQL@0<_kFlcH zdmsNA6(nSYZqFBfT}Za0tDh4rH#l$a=8#!hs$-I%&XA;E=dA=UP?R?2! zr1*;d)_cvqSq;0v8~4)}(CJ6yV(Xkzty{r2ILl`@G)>?=qew1hqt48p3~EkojF>{4&HKE?VdWQHJN(7cRg0%WAjtDp+IJ7lZkdmb9~Rj zr(F%r`1YFo?dWRw2lj*YsR{~~GQtvuD9qqsXDfguWNCd~ULFdmb^TRqlXpX$L;hR) z&)h9QRm3Z=Oi>)QzxGA$%XA7)S0S(VDi%(@qhmpShnXAo)smTywJW6hXlUgo;}7er z=c3tYgxITRD1!&^5R$}CDXQSpGTVfWCUxTbc_?6g(dmK_q3`$)U+H$$94E_Tl|KpSTl+-X44b-$baNQiS=8jo!8!dA<}LVvru!2dC9$R? zkeqzs?rIDO>?CX-NwJw6gQ*_B_O#IM!>99hbyfdV8zA= zzyJ>e+XMuTFW%X|V1HPE{s(M=HwZ6YyuH``{%cEJ!HG-t#EYfMbk$Sm8YtO@oL^5i z==f9a^xb*rRx6+!R>io?DERj$c30hnUyBC@efa~ye+<}$qofdS2|?&_*T5|^A0;z) z)O$1uB;nFf5C+DFeY*!(tU=&%9>G78f+O}o(?!{z_$$uZ{0GmJ^Dm=TCZf@Pgr~^R zF|_MznR@|GcXE1d+#PP~DGh#gMum7+Lj6)aJ>bEu63~q}=seKu=J*&QfnN}qM4Ont zs9$scid>}z(U@oJ7V5B9Sj~u04Kkd?;jsZCfRY0+q`$esT-j~AMwz9e8i}% zMzUWN?tJ{HieAblMjN;@!C<@G&c^iH9biO#LL1{bf-`%4V@;sXC*6S-K5gqC9&nIQ zIU7A|!|7vH(O?9;w@Uyn`>Qza87vkaq0JHKt9UMZFIH!o3jcXA^$WJMYR}BW|2(Lr z(JDWXtv01Rc7?{N`8=uG?(}krx84K9=UCgO=HYGKpr9azdwm47MFvSpfRtyiIBx8puZ27qRr#`HQ zAm=XJLj!PcGb^6xyELY5oJoE1{nRHv-AyO2;(a#tD*P~Eb1QI6Omb-dh&i}(vq9+6 zW~|2K>ILfuV0jV<7?Rj)+!o+bxtG5E7})=fE}%!s5%1CdwKu!f39(%>!ceMk!dMBji@_XAM4jL;DK1(f!4 zg?a6#oq#y<)ikspf*!AhxkQCPbf2Qhaui6qT;iXBuhVMhS!AbaBy^0@F7W*6gfKswGz@m;25Qxwh=1HBo^i^U=?X9Ys3^Nap za-E-2WsZ2L%1yMUMW4u)YuWr|dMF-bX-MU!p{n;*tc!_ z4~doQkNpWH^t$Y7jb+*aC;a)r1n&Kk(th8fU``#x;JHGx#(V zItPDDkcoar&CwRF9hn0BX(%)aB|TA?ZrzqhqqdSPzh(n{B!F557$?|!fB!}`Gzf2o4t zpZBW=0`_DH+kQ=#<#T*gbYZ8ere?fpLj1!w12u=|(QN`=7F`TosNQIud-~|h{h=Mt za%v5-9XpO@%zG8poBr*IrvH;|yXHQU_@QVUAL{8CzS&=3R$yC{xpqm!wFaBY)7gzL zrf*B|O>6aB5~_M{oUB9g9i30F^Vgr>f6=3M55pnI{Ah^MgU{|gjgFm`Uds!$^|vh* zqie5?O4Q0Ow)U#7{WUOQ`fB~mgC190@?Ud~3)aqmR8nHu*|0li{+1~HPSb)=O|@0q zTvgK~45aH9hFQ#Y$(5WvaomjYV-KD@MiUv2_%q8uX)pQCesz}_ml`w999lpH3bH#4 zGt1KPS*JfhWLbF73+B}gpL`Q zsmYkz{(Zb!bC>OfoJhk#y?*KB#tWYG{n5s|>uS&J->k@}=;`dV({}cxhnalI!&^dU znO{;ta*1s(eM>+s?F{2eJ=rf#OEk6CGhxf|PgPz8#7j8Fj7vjFl`J%Y20>mLVUzPdxwemdQ)AwNxUP;yx&v>w&W}k4>&#~UAx6f zxDqle{JZwfYH-GyH zS94M>>vk-YIoWg>q^ zD#y#S)Ot!Z^@B)|{q)w`sHVm{dW;a4&l#a^36hD3@TDTWoUc%!a+S$^ue4Tg7A>~0>HdWk*iTT8QsKNHc+C8Xi~M4 zYDa?pXKruT2{HSY*{W~2*}0!P#FIWa@bZ9C(U@t@O1>|tcl?(+q%Zr&3XS3iyk@%( z9`r-`y<9#XKiD0ZL3c6w!OuZ_e{Ph&jZfQrcU1)hO3L7&x5I&d`;WOeErsN5no>C1 z(Qh-5kum<~4URml0 z3XG~qXDjGAq2w~1*R-5j6p(2FP)Y7}lj(VkhKfH(2}f`glH>GKsCMwP4^qJ|dr^S| z!uRbV9+a$LM!?69AK#^uKLN8;xM&S1i+5J)Um)oyq`kEyy+zYA2<_GyP<`@+y|ktk zwEO+sH~Jwab{;rO%Alq<;P2nR8-MEn=+yl|XT4o{I!S~W-go~=;ssGh17Yw;4L2VzMy zmDjNOHc=ZD)g%j5AXNc}{_{HP!Rw2qO?YC4pX0{ez1am?8BQBbk&@`e&LvB%X)W^o z**H3=OLpufnLeAK1U_z`mI||$!i7mhKpscS@cC;URk^9sIdbv!4O~7O$NzpMavYkp z*xn+T#|`~hPHrSfpHbqcPDVzRV?m>}RDs?teMvc#tpAKj%piSzgM%XNkRGX~qS6)c zkBx4U<0xNT_97mcrkpTz6_S@-wRkxW|6}&A3G~JWJn5jpsH=IEzCvA7)HfRm8T-a& z3j25t>;roi)y4n?lb}|ozWdPoGMh7WZ-}pTBNdTJ>nU=BK2#=06VdS`n2tnoR{Z48 z2Ml8Q;wN`eD9{vIf=j#BduQqKmb*L7*NWJtvSZUUol9LTc$>WLdg>(^`RI~6JAZQi zyOqUb&U`n3PB~)oXFcYHe2{wL!zWWwk*2(kSs#SIroK&!VA%|3rHw82<1uvYSbbNx2p%Zixw&26>j~h}pgwB4skacoW2lf9AjGS)6CguED21+f0Tu!Nrl{bbm&t2Am&pI*;h2P2P&!Z`;;OWUhN+3uh zCjN(qr=2w8bO=LA~G zs2BU&si16z#6;koPd&6=UTKkr-|nc_Gdw*Vm&4FLDPgG)M_3RDf~~U z)tZ&XP8>M>X})C?R%!iaY_LJL+|3KtU-=uD(1(ad)zQjLv6oU8U*|;9gJW||?ChaH zheVG~6}dE#xuc-RWnWl9g`LLr=IEE!^7J>>Ot4X&zillax#0PVRB8vG-%>t3!#S8j z4+ozy@x4*uWdhBaLfNKMDGI^Z5LR*H&O>KQq?St7I(^kU`8U;bCO_As)LMqljaC=lf#+y#_sm<50}r# z2EA}-+LCM#@yW|#UU&+qti@6^T6vs=#zLM2_sBt$>14(?6gV~4ymZ6^k}{lv%YKY1 z!-s-8Fjf-Hb1YsCGQ(WiH6~oJWu(IP_3hd@Q*Z;hubndqLdA^ao)eM3Pwb@mTJ3ua z1Gy56K2=Cyy>zw7{2zRIm_8t)CVb{rtW)qrDuBPq4L+-9sAFu4P z86a$7``ALvkmO)LtCc(xy``2L1y0M;P+# zUBE&LG0sPYH;cV&1@n|*9(g#ohmu;4HmnP0xi8bjSl%fp!l zeEwV#loAJPK0Un)y^2>wGvL8Wt7D*a%$9XXfGF%K`H4uG@-ddA4T5iD;C%!paWyG% z=r#FfRdG!L7~^rr-u)OVu}{FE>w#(9kC{((lXZZ{ieE8cGrLMHFV=y2#&J||XWv+k zgDZ=5aCPi`>okdO!lv9cR%obrB7q%fF^OyCvC~NLWc$1q0ZL2KrtJs?;TGB>b0+t? zYeW6&r+XtdLt5)4M1FyGUcu9tk|#i-o&dhPUDO8z<`*(jfWB=VMaOG_@OcTA%$%uJ%)(>{W|-kL)K5qqdbJ0Ubdc~l*-0QLCb_Z3Xv3M( zD0as2;e(R&Zcbq3o2jPxEK6c%IQ^Fa%92rUsBP;Pmzs zPJy2&WO8K;Xp_T-PiAy}M&+JtzCS6DoFoqj(JobXWkVtQXrB&WN%I_yp;PdrFtU*? zA~;YHNl(ZAK|bwMu!tBKDi;W)Ty0#ncRuJ(J{6Lr+yE_=VDkm&zoxfBoa!Nj6(&Ok!)5q9ob4z298$?i(e2;; zalKXgi`ivoQRt8A+Kr_4N6zQ%Rbcg(9IRpgFVf%N=vW9wUl=^Ke_|HeCw(`%XT9Vs z;T$t8jwOJ3AZ2+B6<0059!3CJ7l2CNk)DWU-RJV|1h&|$;iKI^Y1Bi;)rrc7C3f5i zebFGb(_4BU^r0$1{|g}aw(tCAiK)uB#FM%X_G4+SkDjy6%-1xrUESn!_$E|8#8&e8 zk=zCS9WluT@PWDFIG<*hIRrZl^o0bPl!@b!=j#h}nA?%cBHxC8Yi`-vu#IfYwZ3%d zqcV?2S!8#47O}r#lKY>6_xcEalG`AR%!LH64b){d=uc-$nLj2TtKDC(Zg>fhc~N0M zv$@9Yv#)XX&7#u}ifB!;I9OYJnMDq>aG$W$I>!yVOY`)3mPa621KfI(%)=7XidDv< z*^NEb28z59g4vhoZb)obJM>xIKmFB6Gsg5j!k9m%Y8(aXi=gXH-T?NY;G$Z#GJ#Lb zbg=S~_?o>`Qt_Sw(L>8)!knjMrn|lL(c&TvsL$ohe$+TTB3c{A)l=``&7kpaf*Ck< z8kl2I8$)a7!1lIHgR^4xEl zD?8B4Ls053{9)=(?+_z7`8@Q--S6DFL!k=7@+jGNqlLRl;P~&cWXXkRoMjr=gD)KV zQu0qzX;Rp(5(n{fw!_JS+0^8-V&_vG`o{NV{#$?VLqVkB?ia9xAv=%6DM&vVLS$Ry zg*nbzx>i(Flo0?Dx?$0xu=>q0Y-Ns~qgv9eR9IcxEQNy+0E-1T28w-r||gpU1+8HdO&?8<_p_i9k|W+LNCo7zt*)mSQdaHmdvt+eBM z+z(a=$g(@0L=&47zoYX`BR7u~8gM+HCDHIR5|DEp_S$_^3*7S<6_MRJpZ4Im5$>0=3_{;T$Oyd!DTlsT zv~~PoQ&#o)5k$6(0GwNVrI!~x0yFv1($Lt=ZuE{@sP{tv0sX`b7t(woEs}S&BC>da zp9BV)I7y>Ss{P|03yiu8Mg~FFHD>8O#y?+>oxGRJF=_S?3bH|)8e;`Ub@&+3!Reo!S zem?wP+o8wVXa}$StsnWy52HyShnH8_u_K2Z1l?U|l3l03XwyK%G+Rp_*->|>_U0Jgqe?%CKF$aU@=lfJn~uQBkSUk zcNDV4PymogB-PmZ(YZncPS4}%M&i444Ybr8`zizov7@J>{;r8*%(v5bcdh@yo7nnc0~Wn{RRx)t&TrSWNj`53 zkMxxGcD5!?#EWPofmEKYKQH_h(rxp35$?BcJ;oZl(7z-kEU8BU0aaziA0Jm`OW(9! zHA(Q}Vjnv{=u8kSY>wjnxmLp`TU`DQR8L#eGh@dM;*{MUCGh$J^@T|vyJ|E4`4@ho=C*Y2(R)8MUFhq<=c-~s1tvJ$&$jB4T&^yhqQnmjh3IZuLo=eKLIo>6IkahPUwdC_dbyZ_kxhbs^fT_V$Lx7CY^4 zvU=wZFWVQQ0*til<$>qMUq2T0Hk8nRtvPh*bY02QuWG?Z-(=i)viH%|K>LIjc5w}} zS81ZDz@d{K@rSlQ`m$#?3i{a}!-kG2u?haLu41C3$yZfOx&DYi7*ET5>J;K81V>LCm9vEcDY`>;* z?QMy}m#LZ^ZSj+3<0~18=13Hc5i&IsZK!7_1gKQ*ZHT1FbdPi5cPj0w0_tFrM5+uSPXBw3fsC%<@{P8 zZK2j@Qkx`-xwSd_fLUetET)r+Egsp&b9i-sv#EVLn{H$7T6oB=xC2VYR}BmC_A#0= z2k}m!{Mpzpl&8X?MT;E{c{F!n^(>Iu^=1-EsT!3s6RpG`Mfvy#E<%%%T07-VPxm+{ z^5JgE-njXj;n`|2n)vy=04G-cD_W8O=LYBd@f- zKXA}u3!kXeT8mB1{!O!lo%_3P6w9;-tzW;7p&ECx&f(VQ{Y^gW?HgOw1dNJx9YFz` z*y$;5v(~S?|5j4oB_D_1<_i1XD@sc}}eZ~)F$+$?QYUy3H)o!reRy3Hn*bnW- zTP}xUHLhC-&5n~1Hge3_c0}aTi7;33k7mmkzLNvmI{uXNyoO1M#^+BD#=dyDMPX^< zgLKCdf!aMHYe1P2X);~~0*GE{_^ZS@7bX|DetWTSc7wrrm9STdCs)RA^Pf64o8GCF z*p$lc{52YE3(^V+G(n&6Ay}}yzpQA-B2+s1e!k*}f6|@k9etMc;^M|!our=St^bH# zZ)6*LF)~mVbb-BvTBoj&8RpO_=|GFA@>$v%#3vC^QF*wB=eo%bJO-9<$ku^sserM= zmu0;$T4G$K!Q1o4S0ejYXTU-K!Daz{Ojqeab`ENZ9K9`Pi*pIj!G)e{cc1uic!ilp zh^gQA)b|GtD6Jm)MF8_Zo#Dd{5=_Pp>P1n!U>|3(fl;i+EsK}-*uXl4Z2Jj5op~sz zuKTrrr}4*EyfR`)hwcr0+^Cd((RP^^J=1Am+n0O+LW(3g7MgDbYG8aoCQmPH_Yl|C zB(xR~ZhgUXIznm)Z=dz29ti=h*(GQHRfJ8Z=jXynf2`PecH>4k$*IFkf;-`9@LCH| z`L*UZRB@M?ipxyL>HoMeR=DPo_#Xb`unbc_#@)T&CSJH3-?ayVN3OQ`)Z(qesv*bm z*XU6~-#$JREHo5ayZZ+0tN#o!{kcG{`jNPZL*I<6<7ZS>Y%h~RQA=o3q|-E(6}ZI2 z-sd;dd;^}Tcl=r1duD=XmUrbQM?e%BV8C3Aidsz)W-{mGBg#KenH5niTbr&rk|QXe zhke-wFDpZtq=RW({S^X(%AnsCz+q?s{dnwr{T#>29bGf^amot?q5SpkOax_`FwYQj zNd!iH8K3GSa&XbiQ<56UB{YiHzeP8~b_n&@zE5PFd@1TD2oXzgN5cE0Q&F|BwY-L#Ahmyey1jxVvNFVOP!;Iq4x>r4e&rM zf|DwQULIh#$hpiE{bS-$H2jc&96TY$wh{_4G5Nd?_sbi{-)gqPilo&a zW0*U}cj`2FHfo@QMjCengOqHFnlRT8dXnBS|BuF%4eZX6VFR}*Rl2NpQk$QHU2nVh5Jq0WP&;{3cq-Owx zT_JhqdZ&~FNxHCz&x|m^ti^WpsYMZp!Qd~%L_-l<&lUfnC!aGw4$|Pzc!g5C)@!8d zMrtR1Cy@IhMeQOu168$t{$aEsHVfia!`=?>Xws5#p4L#Y9UQ3p6~_3fD`oa_zNFj@yOmY(FI5xIyxQ*53Faq>}I~)ohq~6Qw^F26nKzl!!h`AUe_5HCggu={ks{K zA{=KJum2I!N$)%*c>I6s&wpvGYWGU+lUu4Dq8z01kXJw;4E_!m=q13mT#kxfVpFtk zdQ#PC^L1Q9q9%UFWL662dcO;?hBP^e?O^HkNl-9V>4 zf~-pK_^eMzsb@QGp4j4rxRu!P)i^H6H8pVFr{Ad=7cvLNl%52JHXC*0Gr1=PwxT$I`28m2Q^z0beF=6i@q(ij07 z(2Y+}?q~}HWg-ZK*Y*5iDE?j3308r3PY9kQ%Omium}b-tXakZ6nKu-3Ctl6!osRc# z{x7%$Zeb0@Bt86QOOnD<WU5cUm-84Pa(pn_#s+E=QTPI@+D2o>s0c_p1>R98KWNY9h1!-is7&BNsS>g) z+Zye=L9qP6_M!OSOzLo;33ckQp&3P}U?VixK~^Vf?Qc!M*lSeFEkE>kyv;kCiMQG4 zIBW)e>^@mhi-1~3;_{POttzl8`et_k^?m|!k_h%JCYfkJg4_lTuuVxJ@OjAtFKGp# z+WRr^`-%38X!0c?-9K+{kJt=?rNazAM9jIF}p^3dFCvVfFR9^Zt(a|kA!c^NR zb-M0WXzX{cr&@8OpRxz`1yPujh0QJp->^{iP^}#w`EzE+e_5FbbvcR3{I5Y)gM;T!!lco}JaUvKkV>QO1(wkn6Azd#>x>bDbC(T`_ zOhO*AzA&iJ_cS*rZ!7COG(y6^U&L<3fXx^irVOUc!-{eCw3!^ zMo=?`8;$6Oz0o{+^a-+l-i|mN>oboCB=^@Jw+bd__yzqfu5!Sc}6 zuy`vPcmx$SBLHm|K#cC9H){s~GzMcWDR;f&5U82FBZ;{vjYz`caN!asD((+@`l>c=02T!xGr`yf@jj8qEX@8>LZ zllB9>YzG5L9ocekI)o;Hg|Oq_$tf@4pIG^z$c031F`0f?SKD zm!iIxXTWEFc1QQsbj*_1t?UK3=h=|hsRQg$iM;8go?pRsZWB63r(=Y3il9RkGc@Hk zs$3v1+1Pr@n!U?xJ+C~|{RT(gqySyn+dCN}Dxt!_fB=Hu5X@WDu4;kIpcgG;s5?xx zv)!pI(B?1pB7e~9_0#g?X0QFF_b@OpXlJjnMeobxpYXonD3M9Fc>T*}3D@@Nsb0^;j#}2P zFd6LRF9_0+Yn1L>d|y-iOTI;WcA8I3wBB?NPtVXfVWvS5j`91pyHyRG*zo|(c#Fo0 zo9$JpKbEL1*|pp)R#78*U1|RMzSv$vi-tkfq}m;8PhRuJF|=$|gcCdKLB0y?sv;9(h;U#UK_Gg9i^JCMS4 z&Eb&N*-v^k^foVrK#Dv5;?d5;MBVyt{-#?l97%8Z_C)*nlfzf%23;|DYxOn#MV41> z=t_SNPw&tt^~Jul{4=k}2a~SAM2V znWX;K+m79X?)lcczSlJ;Mz*+~Rm|8Ip7xG*Cg8)hQZ9tnz0jtKi2fuL94FEA3kSuLtb)&Wd2I5E8Z*t8YHiVx3(}n^JOyZHzf| zNl(DuCH&f7pPmvTZw-Ek3fg6h{=DUjX2|?cffIO6x(i*DelXMItL@kAN4}hT{n<;k zyKNO@3P1}Rm0r;u2QPtyx@Vhwi_i3dklAWWt-r2`s_Tx~-edK_36LQX6qrxOFH%Fs zG!P)UUEou8Yp>doFV75K%=C7h1HRXYpdhf&;-xp#2Sxtdg0>kPPc|GcX6ss8T8fv6 zOBnBuZj0xoZDiZG#MX6Adw8IJs>!Ff-lg@-_XaD0rixD6ul%Mb3_`0??Q+yuy@->2 z93Fq|L`?re(W!9;x&LD;V!t$Z)BF)}<&yjLMss4{Q|-^h8n%XAhG(;=g3J*dEF9U9 z5G~6y;HcAR5QGH;sV0`6XZfiQ4ecAJA93_E0N2fBG!2uy_1Yi zL1svDCLFg9;2<1^7(|kKApJ1y-VJ<7|CyjbnY!9W87=P7P4vOhvd7f;A?1Q@+gqyy zV9IInVWgi0!p_&{!7qyhJ3vnE3gEnpBarLaxIP}y69?PC5>!1Z0z8cbA6o(ht?-!w3L&Yd9 zuL8OSchscf1LP$Ce?v;#D$hWYhSEZj0b5G`hXDbHWY!{oB~&t~^K<3+wB5VAU=#K+ zTyG1#uj$p74z;J66deF?B!;Z{V5Z0I?qVk%na4ym3O~UwGTSOK1RxJu1aqA4$9lg$ zGjubJuUXWOE@^z(Ic^N62!0$oN6v-Gy3lj^ulmplm9B2)oc~UTbl>_vp)@PDG#UEX zt3&+y5enX?nA}4k5F}{+L?4WL)EFLGUvvh^IgfPx838*X=_7iK9{8+1MNR_@eGC54 zBf@+Esc=ERC0gzT{-Y|5iJcOkPW-4l_pNyJ4-UsLwVzcD4g)@z<@T=g zIkKQa$oo&(C!tkng9X=Cd@B3Li!c%uV4bJ4YsNMTSkdH9sA1z$oXHYr{Z8X2hyr1J zqC#NjNIM=$`$B0Gn0@oALfpf%Lrwb7WpM%^U}Gij&nLXVLEIDAXVy6`9M#Ifm<&rYmnI33kg6+C5WtJDU1QC;Z(}4bL$H z&<6}9z#|3Tkj8>tCpVr=NcV45_W25CNd|5F|Hhkaikc)y3fs&WAP|(~5mZkid1N^~ zP@Weokpig)UTYDN z@*DJ;Y|p{bgsiW{Jp1=O zeRG>+Fu*}|=jLYP_;*=KFwo6$D>N4Jq^kAJoH>Nn4gz#1{4enKu(z179wacHBMi3x z!Sq3JZc^*8oC;UeTK$Q|qhT`B!F8tEb}UT*tK6ksmnBLI-(>3UP-YWNK;;D@d`jwN z*8>mdFK2jECgI*g_@p;V_{5ZwL+nowKW11jer+>EbYYLH*sx+sDmLhltc->CF{$Y+ zIPw43J78l&m-s~1Ns&fH+ac)_IVo7uCzt2L(x){fbneHoBmFz^2x0&N9aXwEz84 zEFco9-+~IQY)H#HbaYy!SRUFaF%^&WmC_VYk$f0}BKJj()*%Oi(W+fUP4LKuVKIt- z->g0Bx}5;I7Mu8LG`wLxnl^P&mNfW{PhjmTPw9FGEpD1JTa z6K&bL7M6|8GkaU5B6i4dUryJcgvh@U$%!O~3YBpbBF+NyGJm6}A7M5czqGpQEw_?d zRD2kLz5dUV;XF|C{uQ2x7<2S>{PkJjQ9s6g&-alQ%5C z&NIZkrfxPoMd21nGrUMLG@X|4Y?Rpf?jH>)L@Y=YwvmRQw5%itQO}++|$)8`EhEkf@A^0kD7nwc{jc z+2={iKmf*$WoD+#ev3BMZy9Rmu<}EAw@kvt5cX*q_y3u*hwT54VP=WsDcOEYTbTkXN=wNKn7>C~O5^#D?Hj=|4yZ+0 zF>{n93DcY4Z&~Yq>5#l!ikQUmkB}t^C*^GN7a{AgLJZ`4lKt+dwk1v3%ANALAy!ya zx0R`5WyVaF9G1DgHJFM{^iBWQCIAUS8yR+Uu(((%u_V}*wfRLgFAW`^BlJN$mqEtFXVB#GIrv;{|+K|)2P>f`{kAd+N z{+~_NvKvoR+yoMTyPA6u*O@wiRN>WpXV}d~S{X2Gn={htrefvjdVndcq0kxVLqVmH zy(L?ef1+I6#UMLgGT7$pOw-Z*ZY`qZyl6ap(hczehH3S*rVpbIB$I>8M2@yG1r7&q znp>|Dn>?3AlUk$b#Sn)M3)#)4q7Tk9s!8xaWv;K>uC+4dI{#n<08K0Rh_079=0}1R zwAb0>ewoqzuX!sPw@fdCAx%5e1Av*h5)gHP_K<3HROU)NjXqPSJG!JHL}mXknXA9{ znDZzp{30gDGILG0QGH%kayVqB1kwJG1Hj2@c(B3&fY}d6FeeGr^$oMv{NBPJ?L|f7 zU5@jRXb`EYx>o9d6Gh>o(NdW@)^+5dVK8N$uB^@V6d4aqVGcoI^n!J$e$& zhehpdFXs%W_*w)x1IVy(Q}f+r8&8uOz|H2!2Tsz4#J>LY^i88h z`Ml&4*Ixds#%blJzzYj1S?&O%y>6H$J3$5o|a03HN`>NKG z1`ug;^V4mPK+`uhge&4VYoTFIl7hmQn+X?pyp~#=T1vHIiIoOo+d2nu`{8uhm#Z&r z(kLOJ+gz^w^!k66Cr!8St&fS2k>h1!RuMxDV;3qMvdDQ3>DiyJ``OOJKsXJeX+D)r z55ydAi~6r>u%0P||Gh<~u-8uv@%j+4)5a#ASj!QIJZP{~(RC<*H!k52p#Pa4=;JW^ z{SUueEIXf3E(GK&D{LNlGKz-+E@y3aHbr?ue@dc5k3|K3TDb|2_kC@c^J)k)2~z|u ziyU;`+c9qr{bx1O86c`33<7`M!#mZ0;vxJqkP`ac@Ys&r#L0vbL#QNB85a_*Be@bN zn(>__w$EX5hzAl$UjyRsr@AlC)Bt|k1Ae~)f-!g+eqbE`#0ZF7F}x;HwfT;5x~waW`f{sx>)aX~JVr~}mT6cO^j6Sy5_)m&7#dB@J31;EaQ zj&($B01mt<8k@g+>DL1}w3zzJKY{S-qMom|kDsrltpp_{A~F^<^VQCE;zlr3k*gD}oC4s|?~^gaFf0q$~$n{qLI zNG(i??(Jy=OmHL+4DNGq*Sr{%gRZvk; zVPFPo0O*JBePm@@n?VuU1vgN2*zgcf%S*02mVd2yaQ^hnvgWyQ$zs=eS>hQLeBu!- zG!_LLWbIGw*} zyjg?Iku+`Ev<0w}&>Qt8h3}G*32R+;VdMO15g#r$3E(yY2M3;j5J;JN_>L-c;H2R2 zGW$!~@+lL?IYr1!NS+1$42d7TjmfgD6$6n(P)KApkmRf`Ey`Vk%~4l@xw;G?;YEwK zIixzfdwTOf)8~tM9T2&mUvY!==Ad-99SnuE#Uk^AqS(23t$a3dSbXo={qVkYbE&@j z?x3!FTPhL)IP*PhR?DRvh-W{$PS{gCIQC48z^yHXyO)HP8JlVLWbXCZ6tVtc+n|j4 zB9WS=+?!GkEro-!S&P$`il$UZ-r)b3vT(6Gzx#J~6=#W(FqewOc@{rEhYe0*e6LUq zHBY!WxZ$L3`to%8{R{bdd5XJIq$2+GJ6BU9<;{3S*|5+H{Yf5r=N`PyFRok?z4iaf$ep98r1sE8JGLr8{>j zF3pjeoc=S}3nEy(AQKuN^nkly7(2Ym9_siv|`Y9V`fqqC9+axYiZB8^qL@^5XMFF#!PVYfr3 zlhI;V8>tKV3P-B4T%4tk2)BAfC3p!yH?2@|Q$f9IsZV;g3dj51)+fN-`c=KHh5w+~ zr}ZnBSJKxWy5Bq_P3!$b=_89;JzgegsGgEsenpB$Gt*Wj^Q|4%;~mvUId*H|LRCxU ztsA#$YTn2$Xi>Rmy+XZ}e)(Os21oBTiAW4x3>OMQzevw#`TmZ=1DNOY;F8;nrmjab zb~ayV_`|~sZK8P_S`=N&=H-M5l;4xjs+nCg??ND;f6-MG^MQ*jW=qfKpeN~b@Md&4csNLlSld-! zb92$K!zI53D%PYY4xU^UX7ReE_vC7h?}{JVttII6A`1_dOS)E^-zz-Y@ZlE=-4}T+ zGc8g}W4qI)%-Yg8uCZKElVx@N)4Er!DW37Z)^|nkl{AY#f(MT)s+1_wZ9cd97KB;n zWS4TD6v@23e7Q`vle%~=<5p*j{(K%y8y+$F+s6kZq(gJrs~#uB-s0@P#5|q1olDSY zOMTzv2Wu8lo;%&v54Tn&`rQt;-V}fYT?&pwCD&< zQQmy;;EfLjEyZ#xt2QO;`XG2}NR&*NtA2ga>MQDRN?%qcb7;M8pHO(>TB?DT4^8W( zt@5$vL|SOYZ0D?4nR2Pn-L!}|y-IcXGx3U^^R=RM;Ht;JNq&mSh>FEp)kcyodG8+rL}KOe@q3(w`PThlqoe_GnYzhG+Zz47Ft$NTPS z_lele+zes6>VwT3_87O^^WA0nNom<(@=fs${_>N%R0mPSZ5dE~IGk0Zi% zDA|{jU0r>%3s_ z9D-qT5&zTA<)FnC{OmJfO?Z{5+MJ`D0}YEb;05~;X8uG>4UbtVjHs_V#Us<@OEMM6 zVQb*;kRAOE=e&gOO$*w(zZwf3&n1^WQAyvL>dbr_mbfjx@#CCQ_WGO`Ai_%|Fvxy_ zRdI?xH~ppw>Rb-_Evz_5l4N+_LOn!jI={bd{Jp;PxLw-=_KEv>2Z#{!Q6b zW(K1ichbNf^ahfM5wQ>?Cbbyb6pxd>4X(=<=6%Q4H9}XKt>{f9qFCI5KT|DCBoqjJ>m@ym6t z|JQ#hwUGVnM%OU7`ywUM#xl%@H^VDa_ze|>7ai{B0$pI4#m}5gNSou4JwUZ+04I_i zM5^76v7SpMC7(a`;`W(fX#!gGzU1!r$B8l{vA?5;EUvRLJpD&O9*!;)05Jq}toDGp zPBsmafhXYW5HcyDej=w2yQDEOO9lob?~IRwE8Csq0HKmzsiL07>XKGMzORqCS}W4l zZ;D@Yjb)!LV`tUI$4)cjy3G^1pfP1y3qRMncbv3KYg+iVwpBR^ACjrOn84YkM7Z9U zE?{*Dw`PN$o`-J&6YgbX)sW;9gZO&Gi?mq;?Urwj@SBjtoy)6$UHcK@9uB8X@aEV} z{w`)jS=2u-oOwi7#9AUWyRFTfFmd6mT>!@;zro(*!F=Mt3GJ^M9w^(gR~ht#cYUpA z$8fg2DDB?`YO&hp&F2VX9Hap_2=ydlaDHa8(x&TQ_(V&#Z83iA9Fu}I(NW`}7$U$XAt>+wp}Jcm$GOu{N5Kl{xr!?D5~8lhUZ zDCWq$Eb5 zSCyf%jHJuJ@Bnv@*(`n*J-5M!nd#1ZPr^XqW9KAVlj}Q9jT@Z@IIQs+s>aZ^&avhZ zU)Y+$B_Y6d4y%I)bn%sir7@RR+BM{9mkE?I3mo-H^Vtw zgGk&UR1h*4EIPw*hi3q>p@0DmiP;#^wnRP;TDXs>REZN6jtTP!pAE&z*EuXBjQWYh%q;O2e`4N3h8^St77~Nq zL`)+%C8JL>^3Y`=qv1^-ONfPcP2=V97Syz~?jde3lqXdp;m{MF^VL-!l)+p@WC_B^ z%Y9ftVqM8AXdAsV?9Ap_^EhlQ*|PdZcZMBpidZGR3;V-iW7U?Z>zx_4X57w7x7tDU zGr}?;rW)AH+CTg6Syy3P0p`ZZVXB_%ry58PxMnQ*dB-^Ph7gQmV{>{lV|Ojyb?@==< z>+W`b>#gvl_yo>c0EE!%S`(WwSVaTi1v$v>+jo2cHTUiZ*+IMd&k4qSM zs)Z#@E@8Xj?;FDxXt(YLn)}v6GO?~?Ep<*YIV2+?K-YMJ@c+Jg%3U zx4#`T^#MK>m1+}ZUwFqY~l6M#-RHttC(R{Pd9%BG(eNzq@{5Pa|Ejf zO-rZ^eQ^#m_!P`=Af&XlwH*=T80Y*#=G838qpHd(;h5&^{8i?UiQ{~%zF&SaT1Olm_iV(6u7x8 z6cJtLIM89bN3d16Z0TCOrxatnS)(;B&YhVjiY#o~I99)mP+# zURBnrr80AF*ggo;k z=!pNq4O-^($P(8$XsC&)a`dq;enc2!1B&UXZw}ZoWg(#;1$bEl7tHj$)} zG!C{#zknR6Lq0%~Fv5G3vT8bzyL{SV;*VVJUqpazSuxbd03@11=0_8OBrLIw`+oP@~I#+X;)no`wUiXUoT zYTsD{hGF8TkbVBdV~Jt@Ub65AzHvNwqZWwfe1q&|_xeg&6X0rAuygIV06ty2-Iy3r zfWSu_F^&<}XE$PD2Ew9&ZE@{(`9s9RjSle!Qe{=wYH^qb6g=I(Hobyae;|Q)i18gw z&&JTKwpKX-*&^Za3j1w0Bmz44ogv=!)pr+2UDj*k?xUE z53|>w3_v*dvNoh;HBzH_#;^mmpT!(5D5-~dqqb=4^F{v&u9{k(5kl6!U5Ds#x9 zM6r*NS{hW(Aj?}_^J;f@Vzu=R2E&h-5+cu1K{8Bow2PArX9*1E#2nY9 zhK9_Rywdd}L%>%rseBzTtLcMeFif-~$yxGL!_{Bx&0vvpzL?JI36mI&_k0kGbk;M0}@|D7d8 zr*vc*=C2*>&UQSfB;C9<9O_MMm?F~`PjhEU;`rgp69n(Rf)#a$e|d2sLs;?TH-5OqF*j!N z!p4-P5~YLJyJ><_I22~#gxFr?#8;U(IKMGvdDl|G6~Xd17sbPs$O41Bi6x&~&j3Qg zlZ*T|J20IjK*$IK%y!F;Q@B7zfiTR0U&`5+5>t7M-3dVO+cm9FG$FI=@kK1&pOIPO zSshHvMuhE0Sd^8YqmgdhcFf|=SaPS)nwVxRQGM(SpDW$t$^EB8!$3EUAT}DL4ndw$ zC>nUr5BouJ?KktAz~7z%A<0hPwQJYpUg8K<;J=-R4}$gV ztUbE+2QwZ+n>Y94Thn?I(E%+#J6kCnq$fcBhTSDk=WOg zHPuJ)0@RN?P#^4xG5xk0*(I^OLlyUDRr-EAq$j&K%%tI&VzBF%ARus20U>v52|2&a zX58kHJDae*#A&~XU24?TwZ#x@%&-yYe%=~mQnW~(WN#1L&N6Dxa`Gz!o*=e|a5wbJ z=`EL%iz0!Ru^Qo&!zm?P7xU;cJ2VAlb8WJ-ei4-bpkXzr#J`#6?fQO=aE_b$TdHh!xzHp-uq+kT?EG?|TPn$Wxr zp+=8#V$Vc%Nv&V`80t1c9Q=J(BI7(Kv zHe&%O_O#pD=|MKSkwMC^dQ3@dZH9L9@$u3m0=PWr;HG6)Emr9F9=i;AWB7` zE$CD{H*fp7+vH269Qpe~HLy1!&bJG-Co7yG`xVAw>iDT-w1Ji`AI^h0#}jrF=LnK< zL7yjsI=Q$IX3h*1J|Nj}O23`erSz_R`tCC5A%mfmc%#=HI#!lyzwE`9XfH0HTU zkvb#lQ06p}5y0Lp-d6Wz6;i%qpTq5RUjRQsW(bgmUmA-m*Jtj%8P_@!U_xkU zTZaP}=_BFcsv;LWeBQ`>M~Z7OB%0pcoiC*y5Eu7TN@XKNS?X(C@mP0`Hrp zu>hFLkgKbd`D~)maOAik(&AVR&#)WZQZ?qxPsCvZa@yYJao$wYD}eHD0qM0k*Igl? zkKAEY!BUM0t;Bla|7-6`fTFsxXqU^lCx99-5h2n9hzL_7Yv|; zMU=I1ji3aiaYGSAhz)|GB4LqbRAfmI5D+9N5L;0o+F~~WS(-WbH&9M$rY18rQ&TnN zFH4)|cl-bQZ@KrJ^UlS1)UOqeBrGUoCZcp456l`z9=5Xw=7D4EGnj2fv9S|hzi1l+ z8HIfD_Gtu-;3#QB;891^9PWiDkoGnWaEi7OX37fr;H~q=V7CO&KO0(lkbP5U^vBcK ziH%%EJ;&&D)=E<(**MOW1ekP;9R=H$RNn8fDpt1Wy*N7Ots^|)6(O*19nA~IzdPw& z6a2$okj!$Q#A2zWan1g``dznqs|8r^M$R8>f-K4hnZx8;P`p5I+N<$n32d71XH(FJ z@?SzPL@!LXV;ei6{^TzU1GpK4y0S_>hIbv24-}whE#MfVQ{pK6QoUryJm#fI*r@$v zlD!Pu+QK@M@!pdZtRmzFk|mNO`yu0y?K3BDY60XMy|n^6;v9rAUWc(#P8FqN0_~22 zyr3Vs99W1rs(MOh*Eqv6l{bO;>nuZrtS?B!M_aE~uQ<|CPygi3Uc<920-}A5^T&O_4#o$SSyT{XsWosULENb1Xt}@Y5E2609^W0GV zyBSJLuxq%OHzT6c#aA#TuF$}Swh`aN=4r9&(#Hk!=G6*+ zDLr%h#;k>Nt~q5MnAKfaT%3X?qzISdXv*D--N*|GfKyAhc;jcMUc_xfj0PBL9lY40 z$)XIXU=ox+sNt9lST}*tM_6YlUJ|a2F}`?v^6BCpU1OcP0UMooE3@9Qd3KLQB3n=) z05X@O$X6uAt#B38=5YE9qMf2s5nuxQO?>H)jry;iEXW1GT$d;06W%`Kpf=2 zE`t%8)ULJpNhQ&h62$2>u?%D7beNTos^B;OFd2s&zlJ^%; zEmL$8FqbaC0WVs|??X+qI8k^!3c}VQ^}?W<(mL0AqG{SxZV$jZX^BR}bF^+1p|w=u z6kFlH0(nN(=5#x>GrlpX%YlS!4U#y1PcrhZwIS&ix-knpO~1+Q_?F!Y;G6VkV0bT< z8S$NSFQBAe4(z@Sd|x$hZy+BOc&y&X-r)<#|E9KQCwPqS4VJ?tu;2h+0r=* z8?aBl8Y3VXDOej)!nSIyYZ2+?SFWAJNNMir)#?EI9l+)SR1E#m@211%qOg@f-a3(bv;(Zxlk&5iw?}h= za@fh(6pnQ3B)b)OSPe3kYk8M3d#*3w=eYxnc?5xtAkj#iYXi_e>x913Wta|M_vKAD zpPAMb3fT}w^_GC`7)RhN-!v{al&YXM99<@SjSiI+KSQZIjKvhB?r;@cg;w*a-+Iyo z>|S&l*@m_(Zi3waJ{wJ7L!`7_)e5jJaUGX7WVT&6<4y)u$i{?>j}SpEKzvd#E6@T% z-nuZ?AvCxaJ!67QU;b#-za3(by95sz|rsNR8^30>xE;+ z(Dr`NwFI<`18R-UkxFv()*1;$_^2J)J_Cah0Z5YRV zoDBci8{%5z@c8q|kAaL6gdh>=n6kfGW)uHL zqSJ&pz(27w_}yPo;Sk7B!-{mytB?j2@IbXeoqYmU7x*VRaF#5t?Wg=}w6gs6|}p^n~Cel`X5zg+KEB#O@hL42ZBIHXRf+l{|;@+j;l= zH_oIiK!2_Vwvh@l?1TQ9D|P3Nw}VgU`@Ml#?V1W>zor!_&5uf7!vFVE0>c5k#0I|R zI_!SrV+i)u2kqwue_+%Y(hq;CZaVGz@-Tt$Z|I7FUgY(ayE*kuFo`S?2i+oP0tV6pM|L0WLNgJ9q>A58lWPQ`IiPs!ekji4+XvcV zMq$XM$+y9Lk7Wknhlr%tsd>9|?N%^klT!p|iG_N2zrE zSv=DPJT-Ieg06A;5XtU@aso@TIk`tWq6=LaT^1JMD{jb4gHk&Y^PhR(uOJRc`j^cK zhLaUExoeyPI}Y;kK+D{GVao=OO^?CVl z9bn^1Lcc@?@TRlgD-N@RGj9Jc?*~^>B@AvAnvB5DAxlrHot`JHS{A80^1TNz_5;lo zxI4+CZoNB25wyNTWEls8F_|B%glQmCI0&Y9D_P-fvHn%a~K@f#{!}{3E*Fq z0As>t*#~C_I3I74yo%^+)XMe63`gt%DQlqCF3&LQ!G)(lAVS|ub<)vUE|Q=N8c&Fv zx~^#6>x1>kth#41jQLhf{8i`(UO{(>^-z-s)8`g+)V*Mm6;|N+KSog;ZX!_!mjI>n z`C_bPYoL0m0{5pC>Q>}4P3>7eFhYl2^;_%nNt(^Af(gxa;Fr@IYLjiWBzi}$Xq^^M z{_iprSw+k}?U4*GT1zpcG`UW}{XUVZBKVpel@=J~-z<1Z3|Nj9yMH#dIvD-l)K z@;=a9a=lUO8u{&Chp>dK1c~+`jr@ombqEjT5eXpgEu7d>r?j~w!-_B8#@NhJ?HFGO zcXmMHwu6v%I;*bAgYP*mLv zu!XnfdP9F{5>fkfzJLr}Ndy+DH^#h~A_B}$sE9L?l=O9Vq#rH%=$jhY zz|tFJIeo|Xgtq0K4vymgoIG$?DxY>XL2<$g$D2bO`>>UNsZG1BIWx62`<<{T3UP>OokOnaJ?M#aX)zPXnQ3#1j{BScqgqH;XD z%htxMkI!3}dqXf;$6{(`bEt-)alBtD?{<_||6*J9c&k)iLZRWV$ESL7`8M=+>7piU zFHMwQnK`NBe5~9O6aUdI$Nit^znDepRKm5mAd@d zMhTQGTkrnzXfp%CnDMpDrH9S%1tAYTzc1Y3urQ!8xV zus4x?KgMt&kQT0b>7#*0f=$@TXp}h|`TDg-aA>gmc&t)aXm*d*K5C+_?wM)jt1xy{ z)&}QsNgVzN+miBndQ!*1zkh;ugHqBHROQxIx z5cNu;bTod+hN6mD$XA!=Jc9pBEYbp;JfchZ_-Hz)!ktgSY$h2Q@XGn6$jMtNH9%1X)EZn{OT`3kekrW^PD6$Dv1 AdjJ3c literal 0 HcmV?d00001 diff --git a/Ezhovnd/maze_report.md b/Ezhovnd/maze_report.md new file mode 100644 index 0000000..0001da7 --- /dev/null +++ b/Ezhovnd/maze_report.md @@ -0,0 +1,279 @@ +# Задание 2 — Поиск выхода из лабиринта (ООП + паттерны GoF) + +## 1. Описание задачи + +Разработать расширяемую программу поиска пути в лабиринте с возможностью смены алгоритма, визуализации и пошагового управления. Применить минимум 3 паттерна GoF. + +--- + +## 2. Применённые паттерны GoF + +### 2.1 Builder (Строитель) — `builder.py` + +**Проблема:** Создание `Maze` — многошаговый процесс: чтение файла → парсинг символов → валидация (есть ли S и E) → расстановка координат. Если делать всё в конструкторе `Maze` — нарушение Single Responsibility. + +**Решение:** Интерфейс `MazeBuilder` с методом `build_from_file()`. Реализации: +- `TextFileMazeBuilder` — текстовый формат (`#`, пробел, `S`, `E`, `W`, `N`) +- `JsonMazeBuilder` — JSON-формат (для демонстрации расширяемости) + +**Преимущество:** Добавление нового формата (бинарный, XML) не требует изменения `Maze`, `MazeSolver` или стратегий. + +### 2.2 Strategy (Стратегия) — `strategy.py` + +**Проблема:** Алгоритмы поиска (BFS, DFS, A*, Dijkstra) взаимозаменяемы по интерфейсу, но различаются реализацией. Жёсткая связь с конкретным алгоритмом нарушает Open/Closed Principle. + +**Решение:** Интерфейс `PathFindingStrategy` с методом `find_path(maze, start, exit_)`. `MazeSolver` хранит ссылку на стратегию и вызывает `strategy.find_path()` — не зная, какой именно алгоритм работает. Метод `set_strategy()` меняет алгоритм в рантайме. + +**Преимущество:** Новый алгоритм (IDA*, Bidirectional BFS) — это один новый класс без изменения остального кода. + +### 2.3 Observer (Наблюдатель) — `solver.py` + +**Проблема:** `MazeSolver` не должен знать о способе отображения. Консоль, GUI, файловый лог — разные задачи. + +**Решение:** `MazeSolver` наследует `Subject` (хранит список `_observers`, метод `notify()`). При событиях (`maze_loaded`, `path_found`, `no_path`, `player_moved`) уведомляет всех наблюдателей. Реализации: `ConsoleView`, `FileLogObserver`. + +**Преимущество:** GUI-интерфейс добавляется как новый `Observer` без изменения `MazeSolver`. + +### 2.4 Command (Команда) — `solver.py` + +**Проблема:** Пошаговое перемещение игрока должно поддерживать отмену (undo). + +**Решение:** Интерфейс `Command` с методами `execute()` / `undo()`. `MoveCommand` хранит предыдущую позицию. `CommandHistory` — стек команд. Undo — `pop()` + `cmd.undo()`. + +**Преимущество:** Любое новое действие (телепортация, открытие двери) реализуется как отдельная команда, не меняя `Player` или `MazeSolver`. + +--- + +## 3. Диаграмма классов (Mermaid) + +```mermaid +classDiagram + %% ── Model ────────────────────────────────── + class Cell { + +int x, y + +str symbol + +bool is_wall + +bool is_start + +bool is_exit + +int weight + +is_passable() bool + } + + class Maze { + +int width, height + +Cell start, exit + +get_cell(x,y) Cell + +get_neighbors(cell) list + +render(path, visited, player) str + } + Maze "1" *-- "many" Cell + + %% ── Builder ───────────────────────────────── + class MazeBuilder { + <> + +build_from_file(filename) Maze + +build_empty(w, h) Maze + } + class TextFileMazeBuilder { + +build_from_file(filename) Maze + +build_from_string(text) Maze + +build_empty(w, h) Maze + } + class JsonMazeBuilder { + +build_from_file(filename) Maze + +build_empty(w, h) Maze + } + MazeBuilder <|.. TextFileMazeBuilder + MazeBuilder <|.. JsonMazeBuilder + TextFileMazeBuilder ..> Maze : creates + JsonMazeBuilder ..> Maze : creates + + %% ── Strategy ──────────────────────────────── + class PathFindingStrategy { + <> + +find_path(maze, start, exit) tuple + +name() str + } + class BFSStrategy { +find_path() tuple } + class DFSStrategy { +find_path() tuple } + class AStarStrategy { +find_path() tuple } + class DijkstraStrategy { +find_path() tuple } + PathFindingStrategy <|.. BFSStrategy + PathFindingStrategy <|.. DFSStrategy + PathFindingStrategy <|.. AStarStrategy + PathFindingStrategy <|.. DijkstraStrategy + + %% ── Observer ──────────────────────────────── + class Observer { + <> + +update(event, payload) + } + class Subject { + -observers list + +add_observer(obs) + +notify(event, payload) + } + class ConsoleView { +update(event, payload) } + class FileLogObserver { +update(event, payload) } + Observer <|.. ConsoleView + Observer <|.. FileLogObserver + Subject "1" o-- "many" Observer + + %% ── MazeSolver ────────────────────────────── + class MazeSolver { + -Maze maze + -PathFindingStrategy strategy + +set_strategy(strategy) + +load_maze(maze) + +solve() tuple + } + MazeSolver --|> Subject + MazeSolver --> PathFindingStrategy : uses + MazeSolver --> Maze : uses + + %% ── Command ───────────────────────────────── + class Command { + <> + +execute() + +undo() + } + class MoveCommand { + -Player player + -Cell target, previous + +execute() + +undo() + } + class CommandHistory { + -stack list + +execute(cmd) + +undo() + } + class Player { +Cell position } + Command <|.. MoveCommand + CommandHistory o-- Command + MoveCommand --> Player +``` + +--- + +## 4. Структура файлов + +``` +maze/ +├── model.py — Cell, Maze +├── builder.py — MazeBuilder, TextFileMazeBuilder, JsonMazeBuilder +├── strategy.py — PathFindingStrategy, BFS, DFS, A*, Dijkstra +├── solver.py — Observer, Subject, ConsoleView, MazeSolver, Command, Player +├── generator.py — Генератор лабиринтов (DFS-backtracker) +├── experiment.py — Экспериментальная часть, запись CSV +├── main.py — Интерактивная демонстрация +└── docs/ + └── data/ + ├── maze_results.csv + ├── maze_benchmark.png + ├── path_lengths.png + └── mazes/ — текстовые файлы лабиринтов +``` + +--- + +## 5. Результаты экспериментов + +### 5.1 Таблица результатов (N = 7 повторов, среднее) + +| Лабиринт | Алгоритм | Время (мс) | Посещено | Длина пути | +|---|---|---:|---:|---:| +| Маленький 11×11 | BFS | 0.077 | 37 | 29 | +| Маленький 11×11 | DFS | 0.059 | 29 | 29 | +| Маленький 11×11 | A* | 0.111 | 29 | 29 | +| Маленький 11×11 | Dijkstra | 0.115 | 37 | 29 | +| Средний 51×51 | BFS | 2.228 | 755 | 405 | +| Средний 51×51 | DFS | 0.935 | 423 | 405 | +| Средний 51×51 | A* | 2.343 | 663 | 405 | +| Средний 51×51 | Dijkstra | 2.528 | 755 | 405 | +| Большой 101×101 | BFS | 3.299 | 1533 | 993 | +| Большой 101×101 | DFS | 2.289 | 1061 | 993 | +| Большой 101×101 | A* | 5.948 | 1515 | 993 | +| Большой 101×101 | Dijkstra | 5.137 | 1533 | 993 | +| Пустой 52×52 | BFS | 5.859 | 2500 | 99 | +| Пустой 52×52 | DFS | 3.518 | 1275 | 1275 | +| Пустой 52×52 | A* | 10.803 | 2500 | 99 | +| Пустой 52×52 | Dijkstra | 10.227 | 2500 | 99 | +| Без выхода 21×21 | BFS | 0.213 | 105 | 0 | +| Без выхода 21×21 | DFS | 0.220 | 105 | 0 | +| Без выхода 21×21 | A* | 0.361 | 105 | 0 | +| Без выхода 21×21 | Dijkstra | 0.336 | 105 | 0 | +| Взвешенный 51×51 | BFS | 0.722 | 335 | 221 | +| Взвешенный 51×51 | DFS | 0.518 | 221 | 221 | +| Взвешенный 51×51 | A* | 0.970 | 278 | 221 | +| Взвешенный 51×51 | Dijkstra | 1.091 | 337 | 221 | + +### 5.2 Графики + +![Benchmark](data/maze_benchmark.png) + +![Path Lengths](data/path_lengths.png) + +--- + +## 6. Анализ алгоритмов + +### BFS (поиск в ширину) +- **Гарантирует кратчайший путь** по количеству шагов. +- Посещает все клетки на расстоянии k до нахождения выхода на расстоянии k+1. +- На пустом лабиринте (максимум свободного пространства) посещает **все 2500 клеток** — это худший сценарий по памяти (хранит всю «волну»). +- Практически эквивалентен Dijkstra для равновесных лабиринтов. + +### DFS (поиск в глубину) +- **Самый быстрый по времени** на лабиринтах с длинными коридорами. +- На правильно построенном лабиринте (DFS-backtracker) коридоры длинные → DFS «угадывает» направление и находит путь, посетив меньше клеток. +- На пустом поле даёт **огромный зигзагообразный путь** (1275 клеток вместо оптимального 99) — классическая проблема DFS. +- **Не гарантирует оптимальность**, зато экономит память (O(глубина) вместо O(ширина)). + +### A* (с манхэттенской эвристикой) +- На лабиринтах с коридорами посещает **меньше клеток**, чем BFS, но при этом тоже гарантирует оптимальный путь. +- На пустом поле ведёт себя хуже BFS по времени из-за накладных расходов на приоритетную очередь (heapq). +- Манхэттенская эвристика работает хуже на лабиринтах с длинными обходами препятствий: оценка расстояния «по прямой» слишком оптимистична. +- **Выигрывает** когда карта большая и путь очевиден по направлению (прямые коридоры к выходу). + +### Dijkstra +- На равновесных лабиринтах идентичен BFS, но медленнее из-за приоритетной очереди. +- **Незаменим на взвешенных картах**: учитывает клетки с весом 2 (песок) и 3 (болото) и находит **минимальный суммарный вес** пути, а не минимальное число шагов. +- На взвешенном лабиринте Dijkstra и A* могут выдать более короткий (по весу) путь, чем BFS, при одинаковой длине в клетках. + +### Без выхода +- Все алгоритмы обошли все 105 достижимых клеток и вернули пустой путь — корректная обработка. +- Время идентично для всех алгоритмов (доминирует полный обход, а не структура поиска). + +--- + +## 7. Выводы: ООП и паттерны + +### Что дали паттерны + +**Builder** отделил детали парсинга от модели. Без него клиент сам читал бы файл и вручную собирал `Maze` — хрупкий, нерасширяемый код. С Builder: добавление JSON-формата заняло 10 строк. + +**Strategy** позволил сравнить 4 алгоритма, не меняя `MazeSolver`. Переключение алгоритма — одна строка `solver.set_strategy(new_algo)`. Без паттерна потребовался бы if/elif на 4 ветки в каждом методе. + +**Observer** полностью развязал логику поиска и отображение. `MazeSolver` не знает, куда идут уведомления. Добавление `FileLogObserver` — новый класс из 5 строк, нулевые изменения в `MazeSolver`. + +**Command** дал возможность реализовать undo за счёт хранения предыдущего состояния в объекте команды. Без паттерна — ручное сохранение/восстановление переменных. + +### Что было бы сложно без ООП и паттернов + +| Задача | Без паттернов | С паттернами | +|---|---|---| +| Добавить новый алгоритм | Правка MazeSolver + if/elif | Новый класс, наследующий интерфейс | +| Добавить формат файла | Правка загрузчика | Новый Builder | +| Добавить GUI | Вставка GUI-кода в логику поиска | Новый Observer | +| Отмена шага игрока | Ручное сохранение переменной | Command.undo() | + +### Рекомендации по выбору алгоритма + +| Задача | Рекомендация | +|---|---| +| Гарантированно кратчайший путь, равные веса | **BFS** | +| Быстро найти *какой-нибудь* путь (поиск с препятствиями) | **DFS** | +| Большая карта, путь по направлению к цели | **A\*** | +| Взвешенная карта (болото, песок, дорога) | **Dijkstra** или **A\*** с весовой эвристикой | +| Нужна гарантия оптимальности на взвешенном графе | **Dijkstra** | diff --git a/Ezhovnd/maze_results.csv b/Ezhovnd/maze_results.csv new file mode 100644 index 0000000..665053d --- /dev/null +++ b/Ezhovnd/maze_results.csv @@ -0,0 +1,25 @@ +Лабиринт,Алгоритм,Время_мс,Посещено_клеток,Длина_пути,Стд_время_мс +small_10x10,BFS,0.0772,37,29,0.0122 +small_10x10,DFS,0.0588,29,29,0.0044 +small_10x10,A*,0.1112,29,29,0.029 +small_10x10,Dijkstra,0.1155,37,29,0.0135 +medium_50x50,BFS,2.228,755,405,1.6518 +medium_50x50,DFS,0.9346,423,405,0.0899 +medium_50x50,A*,2.3432,663,405,0.125 +medium_50x50,Dijkstra,2.5281,755,405,0.1245 +large_100x100,BFS,3.2987,1533,993,0.148 +large_100x100,DFS,2.2887,1061,993,0.0737 +large_100x100,A*,5.9477,1515,993,1.2811 +large_100x100,Dijkstra,5.1375,1533,993,0.1435 +empty_50x50,BFS,5.8593,2500,99,0.1605 +empty_50x50,DFS,3.5185,1275,1275,0.1171 +empty_50x50,A*,10.8025,2500,99,0.0902 +empty_50x50,Dijkstra,10.227,2500,99,0.1552 +no_exit_20x20,BFS,0.213,105,0,0.0434 +no_exit_20x20,DFS,0.2204,105,0,0.049 +no_exit_20x20,A*,0.3615,105,0,0.0489 +no_exit_20x20,Dijkstra,0.3361,105,0,0.033 +weighted_50x50,BFS,0.7224,335,221,0.069 +weighted_50x50,DFS,0.5183,221,221,0.0912 +weighted_50x50,A*,0.97,278,221,0.0444 +weighted_50x50,Dijkstra,1.0906,337,221,0.0414 diff --git a/Ezhovnd/path_lengths.png b/Ezhovnd/path_lengths.png new file mode 100644 index 0000000000000000000000000000000000000000..4ffd6db3536fdd0d502801c4f280c623e39ccc1a GIT binary patch literal 54142 zcmd442UwNo)-6gBqtRG)>;=K-LPSv%1QjX9%2EO8MFCN|C`gxTY{UvKnh1hOZ=w`Y zsvT(}O?pv4dXe5aV`2g%x%WK#o^$SfF3HtRGAJ+Lz8?C^|3y#U{r+YNNaYkHLnN*9Ir$!{v`|RERV> z8m7k+xc^k#axc}JlBZl{ZJgX!@0a)^qHD_uV3)L+iy+docPuGvUBwh6Te0OXTI&kFS{1+zA$g% zw|BcGI=-9uP35PVViUit`uW!vGbVo1`jvqv`sdGi-b?>`U-rCl-`>3q{a;fD`L3d5D8b42^R3m@Z`(^V;It!42_bs25~JiFQ0s%N)VBnFGx z^fq*SdL?Z7<;Etpgn-ns(W7I-T}}_x5`%2|+L$c+q1J69_2OgcwR*Tg)_%Ha#`?{h zj~tCZBY8G)|IOw4neH3k&bY+em=}0xu;bM{H*p91?7M=8Zm!to&Ny9}q+&PJTNrn$ zs31Zm=I|{nxJbI#P>aCLl{*zJ+bboXv?ZPEqNjI0jbr?=1%z9)mWG~qb4}Q!_7Bzg zGp9|H^z(zlH}x^l5Bt$JxeLM?$G2T08&! zy`6&kd5p`KE;YQo{IiLChv7yE{8OGXf-V@3L>TguJpnSK_;@L`sf65ZJz5 z`Q~!L=<>=0^Y9>P-!lr1T*7!=$9BDfklRmAm#t-HcnSpD4}U!nr7$YYaxnT(8#(DW{st#WnH?t?F%k17*UEGCEAhQKCMnNM>lG1hJ*B6j8WCj7CziE?%SEltqU#N6 zPYyiNa2QeeVfySNaR!C1d>Uez=E|Y6Ts_T2()f6(XuDmzcHM1jfBJMgmN5k3wq7kE z)}$_j3m3I$-H}}gsgL+j^UtrZGEN%rJ#ys8wWxV6=>hleuR6qOlsfVx`>Xiaut4sX zaHXg-3Vor$K6&v~_FiGz=iATkwKu7~Tk_sNpIP*CG^&g7lS>`Jzvu}!_^Wk!ej%lU0b{{%zKAv#;aF* z20H8Ha3=+cmPV0BPV{~&A9p|o;PqI3D&c-G)KVQz? z-X3vxd%qJ$B=+6T+%AbGb8T!LgTgSky0bir5qAcATf_5%rMXM1{G(=k_uY3w=7Zgh zF11~}8*`j46)zZK|N3@?QSnWi_R8eB;yU}29cPrDi|p;{%D*^cUdzWQ`B0XmolRfV znwARjdE(Pq3l}W#@2tx#D=@9K69_!X-M2um-ma@Q-Q}*(>ASeIV2Vj>0r$SmoSdAC z_|%U@s>bEH^2nJrf83b(I0CoTWN~r&oUIlu%0Et@u3Fh{`Xwv${CPI4g;bUOP~?LL z59W(*vuPJ_YAf1iR4L-fk@k8p!Lr>)Y@l{QVTjD0XC`&B@4a^@`0t-{lT%zQ_f*=u z9JT$niseknSyH8xV9#oy>8KKkgWL-q6DEt+GttzoM^`)W3Fs`EMz=%( z!tm3#xQ;m_4a^H;10|NVykP0?y78ao%fs+B4Tu(@ zw1?`+Vc0|lWlv5IB8LXk2fqH}7n8Hh(RQnvnwr9RBMpRYX4vrOH`nh9o^oHzt9<{* zpBINfU;G-j_eaNwACMs^ycQ(KHB$n4DI*iAr`sn!Y)_rZK z6;jSrB$gaXx=2BnATRA9G+;|-ZVVWrJ8IV_x8pze|$;9vwEMH zFw3u>_l1{Xy`!1cSm1U1{IW|n9s3Ziow?PZU>)t>9I+w8YbWQHiBiqmn{g=6v;SzT zY96Wc(0K3sSoRba(;6|^y0(vF5mE+))`$DQ&FvW}RMIG6^l>a+v?vfI7O`YEH*Len z&@)YJ)VbNthxt&^3laFI6fCeH8&#qiYHtr^+w=!8T?{i)`al2tga5(Gz(XG0*b2H0 zcN!a!bP!gN*)9187N|0_-ybrr%UC1|1frT~ar#=#(j6uNh`zg@EoKUvH8|JKn&~h) z5Ud(!;PyG^2CY%Id$FLiE2qP-jMBqnkJo#N*(Ctg=$cuvu?1X@=&Da+V_WsAWT35QZxbPO%%x zC@NAK>TS)xu}om$%9W>gq*(VD(Ce>mit&)uupbEQtj{reW;ZfuK8HhOd%93ma_`+j zJ7d%Ws>pzciai{X9fc3oj-trB1P2E%-l(dT-|io!Uzh1o6e8nq*d)qsbYhc6ilJrt zR{xUgTNn&RiB@{~Gt<*;KPV|F{rKaLq4pz#v*yh!!k=Lu;*mZBG<|lp zS|<+Cf=8NrDw1uKy6SU^d_-+{(`r6{E{Ht3?cNU4x1T&yX3XO#z!PdcQt`Sx#qKD! z-pBB$l=TRV*79d^NXJjCHx?&aMghOJ8SfU~=$j}T?l3lLP?_{h!85ritGBf*e2?Q? zMeQ9XwT}|+eLS^_CpS0uF2DA*x3^YqXspWFbTxbFG`8x;T7c#fdy#;%SP}L@XUg>y zbWv4=%$H*i7*=sh`^4%O0U3o0-|8+4ky+zqtrJsXJ2q-(`t|dh)3*YHq8vdLN`l_c z;Iut1$A_Cu?@9%3C@Cu|3-iU6<}O*g<<{HUcLNov4pr=&oW8YIoOa!}CB=iKeJ!>J zHRcC%4?dOP$3EPV`#4zAOGnP(#f2Z;YkD81?J)gP+`VAYBJKBX8$1+}Wdjd-8kIlQ zRNz~^`sJ~p!^^_0vEv>!=G<;>zBo@zqW9QMYhFI}Bt46>XCDiu>(@l$bl|QgAS>n;M)TyZ? zCRkDf^*Cln{ekB0mXiFSDCBF^LjB@LeuZCa(wxe=yRx@cF_vi@)Y#yXpp#(M$g1sH z7k4AU{gB&wZ8=>OJ4JJ#t1QG~eCRgwrULmlKIP4ASWv^a)?*`m3nIl&zMbtgSmiL5 zT=&#Jr^r>T4Ud>GM_KGCe9exvYu|=dK0RAw*i;yyk{@;}c{`V<$0jucg?1|P?T1)d zsUy8!3dyh4=OHf|bS2y^?`qM!CE~!T)BbF@BWIrY@Np2JFFP&U7|WEbQyj}|BBlEE z5h;P{QR>O_BkSKaNBZ|kzdZQ}C7jW|)27{vN3%dTsg`3#Oo^d=Z;5W?AdhUoABA6e zuacRU6UMBr zsW~Z8g(57Zy}#{fPdc}612T<%TYYXFH+E0ck)3>ed@Hvb@A`SkrUK;FFz}moA|fK` zb-Qnt&!`8#5PG~by88r>q8Xxfk5oN9 zyJyY*8xo__=4%?I2NYzjuXudY5uhuph4xx-}d zq790NW5@8RCFNtGY6rInI@RF;7>>%O5<4vUZRYpie_s%;#OIZ&sDYx$s;~dU*I~3I z$gscT6A?@Wm9$$c6~LUrhw1^ON>d$Dea?OH-1^3OF`&9EK*`4V_|s)U3%I310EStH zy6xIIK59s_@12Wu(c?b|NAJH9W*{+TckRk$a!b}NJx6B{1ThG($BksTdX7sYLxFYp@gj$6AujPO| z4>eMKY7c*)@_M@LiK4c&Xpbv+%*hzr+8{|UUI9~=&W}fpN|GMx1YKRg9fpmDl&^TL zCgYF34nXAQ;>Ra5ytYLx-gNBFgD3jGtXvscq;9iOEp2ntvzofPK-9WZl}YDHWA$C6 zytn(U*mkC>G+p`~5@BQK<`;Ez|e>vA4l+b7NJJznI-%@#}3sgkB?M_M-#3j$-jy z_jW3wbeMD(%oo&p_aCp3HA5gmTTZ@JPVVCrw?774kt-)H>ZawOKT__tD$aL9e#RfC zR_)k!ru;)+l|xi@^>In>?YZy3>m@8n+}ZV@g-g!X&TdX)S>=+4p(?Cw9|V!K1m-+U|BYt@Bf0&HREeh0HS*fJY^a zehw+UAjN|xLR4acB){(l$Md{fJ=E?n7H(O2E^Ymmj@I}p;tMRp1-6huVg_V|L|?yt zz4VE#zV+k2V)2pgeD}Kf*!p)RvU{-1qUI?3C3V`I*kjoI(p+h|_0rfC^3P1PDRax} z2zenZg)$b{3ZD8HdsH0^&x`*+Z%iq60FbkXVRHAEni_v(4+)kVmrZ`d}0-i9t*K4=qTWWqF>gt@guK;eo;V7iDtpsl@0sBDxNJ zRnLe&Q*n_0*~#waT=4Dg-ZG=$b#Gr6+nlksvI;?xr+82pKw)r^>Esn_W%VSh=3S+s+xI`tDvmtWzT@7qoA}bewKo|&mjpeEw?G5O&>3_8)%WGSX zLCzDQ)1^y$9p!tEJvDw2U8H=W+bZIQRon1ja}>a>#@>4 zyOqR|JT^L%U_X*jXW_P9K|Vm@ml^(XI<=Ss}HbULEq%#@zt5y5U(HWVrGO zX(R9oL9`#9>-wUPf}k3!CzD`*)nhqA)P)L_0)^F!i!++Nj8Y!IUdhhx9X47Nc~rOO zM`Q4lm8!k1nogT;8}NJ9wzvC!RyIKy{wy>vCVsfM=5^(g(5o8*dm2t|3LF_dckF}& zG3tyrbz=_NbbE>s%9;W;QOb``7~};oue|PV$h!$%y4kQ%%U`SeBSoV> zwtw^IX99%$b7r$hShDMQG2^a)?yb7Bdc}`4StHo?X+gY?o2x2WDOfhq;RHi|Pf|3> zBzc8jzN-)V#W#`PMW$%i350PVzjlW58S!E3Er^|SR#pL=u|3lK`aVUm~hW4R= z@=2N_?Ikf-uG^yJvQ5Y$B$CNiR2m8$9T7>IeODB^Ppqf5VvLR?DbBcAg}%0m!oWjI z;`H;^s_CwyYZQ7+NjP0-p2Kfm$AQ!6;i;diTSSs2G*Foo+krfGsJjE*sMrA^*%0#l zfov+mBCNiC4n25AWcaew1!%yf<+@i#81Z{gpzIiy+TxRWZpj_2IO+LFy8Km(XnlZ# zhqj$-@(_2R?EF_?Jb7GKVo|CC)U7`K7#N$7Fr~!w;lX&*t2= zqnBf7WTvfP)D(r0KI?E4d*FSU&{1PLfy3BkI z3i|{5GjTft?CA0tZd}vj=&<{HBo9nn%3>fee6v+hCJ7N^4B-x%yGWj6EWG+I_{K^+AP;J-wHUx7AS^oqlj zqI?iXjm9J0&QP+wmV&<3eCXQhU-=4>uYsID;tr4 z>U&zQ9a68mHL^DdaRFyKf zNCTJgCC4`k8?2PQtFtpYVQs6L6N;uH?#Ok`fw`HTh6Fr?4DUdr(GIo50|ul zno3dMvu_L$C!cC>hijKa!72C{d9-Jwuc|C|B~bdFlV+`@3Xmki)RPmCpd$d~OOsNR zqSV#!s4YUo5o-{v1?6;N#0=g!|9Tf1S>3>3Q+QPAy~4hb8`krppoV}s1S8rGvZ$jm zccpMZXpU<~UtbZhsF9xUeuuXkkopTb1Itq#G|+b$Y5%yX!ABVM zCm*58+gQbA$05~GGW0oE;`Zt*S+i`E@uI?L?L&Kp%q}5?5$EVyQvU0&zs{OD^Ktp6 zV^1HoRi#Fu+oWUm$5lku^-6~^yKp-nQmh1;u`$+Lqz+rqTT?~{n-_8!fta~BJSMTh zrj=1Z9h$UPhSGa}&i4^_gI~OiW-qI% zs8ACh?zo786Uq7mZHc&@HeA1qJ|YH?_zRUm{&jc{s3#K5Ni+v) zy8VD}Fn>J+5^P={b?Zj1H)&}{GaS(0^{U;`96G(`kashAcLLfumTK49^do#WX4>M4(P*U4cw9U@^r*!imqGg@S~FSt_&adK&W&K-~I(CWRKy^_w@LOT@IS&4Gye zvFl5AOroQ&DE87eEtLcKo_iwa_|yB+p(kx0wsyUnqvrJUnyB9cl7K|rr-gWVd0kt` z!)i)lV|%Bk(!LVSQxO@8Y4E9K!Zv&mWeHv{5pEfchg3}U+v=DvX zf~0e%j!oMj>F%^>G48)^d;lt<95Q80;*321!)skAFKDIDf0mH2eDTF!E?l_KBBqg? zoGf7WQS!pf1#8zqDMJ(M;GM&3v6nPnU72IrFi;0M@WY1>^6ia~9Saz`Tito&_LEkv zP(}T8aBu-z9TKl&Em~C_eO%6*IWt&&aUQ$WyJT!_=6l(%-Q5MqdOf~l!)bn_Xy%51 z({7jF=D(0fb}w3qvwr$XBG+&f+dt>t&Uh{{4UMX;J#O=no-EhRG`tjR`_|^uwJxgd${_%-@JuM}2 zXfu68cAKM7*;Zj$rLb$)c|W_Ly(kc|ny;oy-rdSXti%E})q?lq!wi6Og{?a7LtSy# z|H>5zNtVzNsLpzX%(KMAaG*;PGu`<#d>)jrJ9YN-6poGdiT~g)nTR;lN1Yb78;qsS z@AK!oa6jqj%eJ+(;dKh=f*}0(vONV3I6z@Lnb__r`s1vHA5b~bGO<8X3P(FS16_df z@^aS=N}Euk)a?elbAi|6kgClFPBa5Hd_-aHc{NWw1YnV{XHs%<-Ip(GA;D7W!)oW_ z1%l`W&DKyX`h|#G-=b#JrcW`)SzW+Jq=zgM)-k}{oC0ANMu(lcl-4~>Jm61=OeOR_ z7yjoz_o3CEYAb(+7s!Y86}XPt*_9;Q#ET7g>`{nNmO;&-jy5WOH*!T2qzjMK)YLs& z#CrX|lZ!yg)Q{RNWd zRcp@6xeM}e3tO4}%uefWJv+4bSfgt8o#;(YKQKf0FVhKYVRAz4V(0#wtrRsY>}^UuP%`0D*RB zK+n1Pv-A_FB&r*?4L`yTC2p~d{g?5#j5(1B>Crm%q^An}fuxS-&FFZCmM)#+eJ?&f9{nALv~*6^+;RU@_3Lpme;pty6fn%Qat51-6hHyRA~qAPP-kCX zPK)#S*GRpeu+NPDj{i#g=5G1xSM~${t)uE}W(%9MFp$-?8#i22Qyp|1;jQ`hbAI7d ztFI5BsQ3Y?b1SrZzVO%w*tmY}+O;vS{(2GHu36uj#QcThFW|~5--&QudtmZoTtf&X zmI_?_f7j#{pEY;lqE@Z(%+~SD{*pEK2kD<&(itG7ekWOz1~lm;cws6aF++}1Ff%jL zalFWV!_m$MFKUJec5_@~3|9-boA$4F%h< z#uxtE*IPZH4~7$oyiy?KZouQuo??BJt#-doOWT0v69A!wYc+?$(#>Jk8n6S(^&q=}T!&v|b562m7g&pg%~xOMo}bm{0z z%^QS;Rdr%^sHLr*^vd}t&*N5Ac3;rg_^J8&6rUX1&;OkbZ~HQrbgix$G!S=Ro)wDJ zhP>@jVFB=JQ6@Ir6@u1D*uLwF*B`lmzPzHMuDLlJEtw{;)+pfqqo9hxeT`yg|FqP7 zyYQ^V-RYfKb6@;wT4k61VHAu{e_#w9Me~m8-!`fx$U|t$M+Sg~pp@9^<1l&-1%<23 z!B@;~t4*&VQx<3gCKy^~68@=WhgbJ}zRo9Huw;~TifNEr(6a4Vco`@v>F{KiLkCtF zwiegK#6-zNNVo@ZAI#olvqsr$AJL<*)#L%QMF5|wt`vur3E7(qJ2lqlO1|b*sqw3) z|B_%GJ9ccVPS(+pY~6iR_T*v! zO`sqT29J=CP~ph2RC_g+E8Kp2KEE7WGr4eV*OAod)2TK={gADYhHl5jq}J5x)vIsJ znm1*Y*_gll@(XFiC|e9>6DSV}bWNl1f^1x}WJzmPss_4qN6^I(gh6AasI@$R?fsB@ z3#L9Tpb}njR8F`Qey0`y_{2e%wUP&8)hOeZt{sNRUnCn0_)MKTVj9gwQKvu$nsWUe z*DFSZ1p8PYY)=__h*nMh7{hnh8PAmy&y0=#K#q^-#xaME>fb>b?qj`AW!>5Gmy9&A z&?T&eKE2)z7~ZG$@cjs{Z)tm7~HFLlrM!;ujzaE0<%xus3~-^uj8yWhPkngrQdZ z1JyNjH|CR+u@!EtSnt2DxH6O=HR4wgb^tQAz8c~~ADyT^nLt*%DdW~2J z;}^>eV!qi5e+cEQ063z|R@5-x%)d8&u_C{%*4g^L)qFtsf zU`)$}%|aNVkPbsRUa4%EOu^5Ya15x7a-su-eq95MCUUm6NhDnY)1`*C4I$|6irPF8 z>#zQSFb_Jix5LB3Y1PnMSuZB0js|t!yW4B#Y+q16#lQQUY1da_={}bD^yxZ~RG>;f za^kFCw@zZyrcjO9CU_RsU*9Z=vmddh5cKo&yY|N)M|?!i6+AtA66i(-AMcK>`AhI; z`SGIo?M{QY^;LNA@4PfyTgXeU@C?$!+#<9PACavOkR!-|mvKw<|DYe3zV-hz^YOpF zjQb?NXN3KqxfFR~10LTYcU~Do!-!X{oFg-5&yEcntA6nV+GR4}G%^p5J*x$`puLwP z(se`Krd2RfC1<oc{FB?j?kGzWr!D`D58lft}MFYi+e-{6>f-uoiN1Ms;);gA~eA zS|Kb2WP1==!x2~(S*OQB0L@iK9bn=R9cqc8rYJ51Cx2KJAb>CxE<5x6y?tlt^oAfjHX%lM%EB z_Frmnof5~-H-W7%^Kfr19NRn(TR6P;6*meMusTn5ae~vaNp>K)|3A{vHo3v zM4@83e}&@t8w(dNhOZm%uBahiFyykit6lT*tVMa~5|XEy@)B4AtuaF%MS$8>gZJJo zSeyC2dZ@wQDfYyhS&mI$G>UKoxH13`LXl#Dx(e}U-SB|u!KyhpQ17b%z0d0j?H^qD zB7{2#8X2~bdq{jEi4GONJSZD#6vg%B%a>7W4^jyP5u^t8x~*F&Q+0NCA1<3LXU^~E zvTt9-3_Id?;gg*Q7%QA*w6ZYD@?-n$hk`0#>&-3We(!}6KK3U24%rP#4-4RbVjaHY zd3dd8U%4q&HjtD!+zY`TWPKSB8uDkt`N2a*lM3hvh4A~ldGm&c!PraW2W@M#HXq^| z^v>VG zmv7a(4+FeD_Usj($>;IQdmqto@?j#WWZYik2+-#iGzx?e4v`oZ*t{>rkiZ175t+SR zTORRcw!P4G?eDizdusd}%TVWg4iT#(EO~0wTL9UGfhBpJTqskr=8JgN9(EH)PtBEsXcCy;YX z;UhsEKhEq>OS0NhBE;flzNwXuP|iIw045H~`P@2oe3x$Mt7sh)yQ{G8s|_CjuRrb= zOO;VrsDPG$$=S!LPyKYG<}71ZX(GErX%%E^?#8Ofx3;#n<0BuiHBu%<7->JN%9}5( zrxzk*SbQJx+>Ce_tZ@=wxMWE%m`)hf>RGd9$wI1}BOZTaF()TqOi2WdD_p+JWgW?s zMJMN&nwp%byBv2v&DLzIwA#ZW@Ey)2xMuZg-myM3LCVAc>R16}Hi$jMTrnlltXz3d zvlVW9vZYctSAY3}u^jycwzqHJHYj>{56uJk6#3v~-5#?ix*1v0B6ERG@4(=oj@EYi znDc4J_GW2#uDsx9(mC-ch~J7V6joYDJBL`^MH;o1hS`=*9pQsQRLO`0$OnoMI8s?x-U(H}2fiBm`@y=;TD#_AS8&JIJ6g2nz$r zsL__X7n}kkduLZ((q8#@Ou$sht&>!*wBS8OJ z61MHX1~WSdykK0w&DYo0exPnirtDp2V_AF@qK7g&vSER&eQT*8l_1tuvxXz#LV%pI z5P{I75u_aD-dS9%OvYVuhKpD|0xX#$EHL>c3m^%sio=eEcXjZc$xbk1mOOl4hf1)- z)XW%xrO$ouF+dVQsOX7y*t1GlrTFsqs7g9HK9TUs5_X<7d$v4v(7{L=@EU70gr-GZ#_<+yFamq9)6o(Q)kwCnWaeQ2M^8X53YnSOtw5c@u*Mu@soV7^jKD^g5Bmecvh~KC@~cy? zMHZb;RfxRM0cmoIW{40~3b;C~wys>27JoW0!54JuGu}PA_if_u+hTJQe1fi-3^NS@ zEQX5CSJ8yS^}s#yaRv(1P^K0xLm#}|y8fOeHAIo2_)cE5JTV2_ddu&g&-ZI6Hxqqh z7HT!^Y%m3;EHcNRwha=$iyTI~IGF^P?<4j?P&$|MYe~HIJ?~-yadG0u`RgY2ByuhC z5HCbs2o!-Wg}h+!2Kj-~Ga)Rw;cG^RyQHDemvy^9IU_@$PL5arCr$hP`Lo>*riFJX zlh~SoWU<2ToBfR-&ARj3q$fLaS+c*?oIWvmdVaw{Wgk=UMUuD+AHxXF%tNQi?9v{@^r-g*{cVq_;KOUhR)65?=Kq^^)x92zz^mu^|T=G7j4qz&4PL#c7f-7M3=f7m|0ie z%9w5H%cIevA)y1TTLy!XFa%?!0{Q#U;MmAuht;Y{g{XS(e3m&gyYi6p5nV__*KXdF zEP7hK{qI}JuHvkej-#_CY@Z?cT4DJlrd**$Fk|C`IDNBrONaPJ#1 ztqh*EwDgFIiUM|ufUO6EGkYIDe$0F_@28(0t=|bf4_!p+6=#48Y`}~oIz}rTR!e1k zb9#JR(RYRpeVooEzitoch>e=l8l{`#!wLZUx$NlJ4Exd`CWm^^Q$tTcmWHhm%-Rii z_AeK;j-?h6b-94XJy%LynKG|j9q{G-y;E`)U$T}Vf_8(BDI#^mLBc{w&JKHzP{07x zneovT8oExrov1E z=@+2(648}oDB;Fd z>ZYJmd5}ek8gx(99&^SKZ>emN{RDOan!Tk481JDQD4y}eXJ9B$fR`=~zFsjgG3wpZ zYmr2j*|+KcrN~hPJPHS9g|Q(Qi!!@e0Ad#mY(*FsA&m-7o!t;f-D|LXkj3-Be1dd+ z&b^gAgZzMIRc0&5!^L!B6xP-sJ^A8)sbbWXMsOc@-3&h!oAut7?4+JCR zM_~Nso7*Zs07>OpeSCXjGKaCXpo!|n0H4fs9(~~NPZq%JJ6rZpj}8Fwlv}w=0A$z= zNUVy`oq5zpyEF&7>Wd%)=(ynTzz510eQ@xNM8L>{7Vv|Pjt=>oUh3o1ci&>3Eip?c zCcwevls-`}jOxk2k0npdHAwi0GvhCD?HuZE^xsxxD@Qi_u3|KZ-8?*$9;5+)#~Ku_ zCoq+ONk|w{8B8oO@(T?gffU``nx?sMN+3VlfEiDgE8LA+`)IZtq=JM5$c+{cn6Kcu zX$tgE&jUpegw&7Ok0VHdvM7)RetTvlGGEm84-Ii!8-hSm9Fikm?;b#ZkX2Uq>px}H z@kJzT#0r?TXnnx5s3q!Fzmckg3K*-E&f42db|{!dfC4iMqBO(@`ujnd`#$EXYUS$ zgR{}E_(>k_%v6Pu?tyuXc4m-=x-}Eh?T2(1ZkmLpDh2TT3Y%-YP zi!wiqqPI?8LXCbvggk6W-ZWs_VDN5P44XVLSOBpFFJO`t%7BLt(}0Xdh|;0g0>L;~ z0q7g4w!WYVP4ce*xrH`uOMa$JbNYY&ykkcuWsOSSuXtv90Li2P6FyLY$&E+@B#=^s zY|A0yllzg(2>@94sT&0>eC^h)k1+l|)O>ZN5e;!g)OlR2b)B0M?+9iC z50h4a%c4~vO>?aa(sJ}H%&F}T+wOkoL+;_>r>+ehE>7LFgE%2|o6rsp0sK)- zv3-VF+A!>a^^lxsi~Vx$ z>9q-r=B$JGbz!*is_?t4IoJ7kFZZ7-iqjuX!>K`x@|yq!KeWJ(2i%+jlj^;*0c}ml zKh*yQ5L1Wy?tP21kJS{cvMVeZ6Z_URH@ETcoE`jfN>Akf{+N*G3(!qb88s5}64)|d zq>&>fg(Iac?}y1a?|2Pfg7oah5Vh)9<>LRsh4<4Se&?D5T+WM8na5QI9TSEXi|d#M z=J_Q09+&6Y;W&$LKj#nQln8(1q$Y3%6H`+cxc#*iIh_?@(MfteliA|jaS7JdZIhRHJ{FhQ+0`WnOE0$8#@^2tKZ%Hnx?zSD zFknMPUzN+0aOAEAa0CHg2QwR3CjR5Oa=y=h*1GWQVOh_cB6@ot)M03`t$8+nNXB3H z@!#7BrU0G)MPm5>;1rnj=$R>KRj5%L5Tz{`iR&H65E^A=XW-f)2NMa>Ft1Ws!7G$l zr>Wn7O}37vi!td1$QFpe5=$3y80qnV0Voj6ng_^zyUm*UAh1DXBAm}VQd$b7 z148uQTwBCr(1p_?^k8`+Q3in;1hz#Pf>ctdv*Zc%68b-+IJbsQNJG!BYL_gt1=zVAqP{RTAI1u(ZJ>)f^lfWxHDA05&1E%9bAwS4)OL-r`hY?z(b0Vf!PEa2< z@ZEj!{RDUX0; zC?Dr7RLLgEDfp`+kt*oqAtuS0ZK>BY4 z2B)J?_MGH$g~$7aUold=Ui@&DrvSVJN5K5|jEsN2_bWTgp;RXw1)1T>pUDP7r(2Lh zT2aZP(=lEQ;Ov_pNer5qhc9rZH(z-aKi#5pex19LyvZT`e?TE{@$x!U=W*+IoQlMK|o7mWq|Q3yHmqUj%Ers8RuH)`yX zxq1^D((hFD92(Yhs8befJ5K`zaVVPH7{{E+l z2l76H2bx|tJj(}JVx#>h0hlsmM*&cpFl;4*v{e`^%^5C48VH^am2g5w8BsVr3igFV ztScCPD5PU4$cqofCq$gWORlV0Jf3< zv@q7;#42>-sJZe0E82`kn>?MNWC+WI4DMau?d+s)2K0=)5)C~8^|dtyJAuru9iP0TV@PALCs+j=}6{B_%e~TLUD*fQ+}}1 z?mc_VA(|(pU}LK`loh?mw=q4r zyJ7MVji-l7bp*aaeiAsTJn@uPWeV`V=mWRfE^h>m9d_(lw9KoC)XXOJ=Fv0_a%&@V z>~%VTQ`?9|qjhB7)1=^kWwLwWeNA&_3cLs5knxD@XVcMbq#|JYM;^WMhO)&m+fixsIQXT2ovOj;0 zv+Y@6%c_O34k`>aQvl==V9q>tY&PfQIvO9mvN8AE`0+j9l}DgI6M?29Eqv{I(QkIC zdx~h6*)str*rZO~mV~P`#?R?E_uNQqG2+KwQE_cSFO~;hsdzOguoA_+D zV9oy7DVTFnMSd;Bgm@tIl>Otx%esjN98U^dU%-026*vB-=b=l5F7iQ^LAuF9r2w0u z+(EhoxEqN?07KANS6#kxr3sQf3)s*=Z{qu&>*MW4I0ph;Je1rC_zFVm!p7C-!F{73 zeCPo^pq&+gO&YXJKxe5S@5H;S@@Yz&|wk0Q=fuG;14>8jZtSCi&G<>A%9sbuQ# zJGfrI?ss%-GVT#`%Mi=pB|uUJ5H3iDgkO!9Nv8#oP*8hh;_lDO@o#<6_vpdC>#Tyw zu$`^bF#jIL1Ga>XAJX{k)fP+Ls|Cg>&VKXB6!U!Ut0~G8Ti#S_=&GO33Pi_1+i!*j zZy9n1!=5+Tmrs1R@vJLr`-wL|_gJfvHg3h6(w||Ieeq!$4IUH*Nv>FvI6?l{I{t&r zia*b%16Z^?CO(gi<1=fD7mLl9eacq)CuzOX`eF$ur;)tUY}bgw}cQi6`w4P(gC9aExtE5Zv0!O$cc zjgOLz3_J^RgtPb00WSUX zXZs?of%s^@KdcL6oWw5Qm}^aY9rgIe@=3^Sy#5MTKiV9@wErQUFh6#6bbLUi{@075 zb#vN|dGxmh9!DlMLb0N=46Q()Q|`=(*RHZ#CUh|h zrm49_f}V$AMH2jbmUOQ!LxOu{j#C)^{)j(__LI^EF>XZ(*Tl!2cU*e6Iuq;~I-|~i zANUltL`N$U6lh$iyIUUXs_^LeZ(~$J( zlu-b_rprszH=9gC31oWr>g!HU@xv={_!>Am&H#~vHk}J-)0Mh3JR$>$B$w^j4yG=Ik_kb^*N0Mzht8z!9yb9)MM zk)FM$uiErA&>YAkV*oo%{lDBo-miPTxXw9Kr+s2t^!coorYsW?TIC6t8^2 z2yi+~G4d{^QUWo14$ld?z2T5lNI9hhPUlGAn&~*PzsE;*$SoY(5(i{JBB6%u*UPs! zM9JmDBO-E)FQxy1PS%}YQ3d_4OeS@2mgY<`QpLtE2_CXYwM0dfbGmKV{%^2P0XnJx zI-aYbZBu_7k+=$WAvhY>tzVCaHxZ9)!GKsPz|blcPzO@Ufr^^e3`bxQWK%6T-P5oK z_5QxqB+8XG#=Uo#J6h|XWY%-myP9~ClFk}m`(kzD!2-0uJO0|5fq z>4WS+#MerBhmdI(*GD!i;!S{{Tsz(a9dGP%eGFqljg+JP1T!aGlMRq*3Y0YL0wIHF*G^iHs%HYT7~$6To4aiy zyZiCyZ15WB!_?PQ8W&!N2uh>ULK-~wPh8e!^aq|0SVD}^6;eoG`1CT4R6GL3gT~mO zJsTOTu=@OZCcgJDI8_?Z`#+1d^7bcjWx(B}?W4;P?*tXe}mL^FX;`F`8Svh2~Jtb=Jy2KI3AdIJ+{4f*{ce zjnFBsEHe!C9V!9spgG|2xt7zV3t>1;Nl76xfHgRob#($gJrCV3c_9Z5yehlCdl>JC zgqk$o-N5l<1p&+j)I_3bL0IjGQ8L~4s-aA@^m-hz2YWlDvfGQqU?@>@<0oz#ZZUYo zwF1CV^ija*5J^J8s5FOIVAw=why}VQpcTeqppBJi$HnM?MYY-3>vbttAb6NXCah5Y z=g+gju(zXt=DZ>X){frZcqpOn%-FpA=rEDBRT%a;V%ce}1+P(OZJ%>m=?HgA&#G(9 zq(@2LhuM#&t`d^-v#MPJkYi{_cD-tB2#x3=%ac7F9GiSNcem<4z=PDXxHGZScRldd znO=piNkNRRG@WRS;a5fMcP=I|e)KH;>0~Q#KGHD;``V3m*y9|g#1V|M9b{qXYom60 z95X^qmX5xS7tz%5jcRx4@yN#KFXQ6<>SU-Q>(k<(jVn*kwvV<~`1;IK6yn&zR7a7@ z)hB!+iY|H|Gs26lz7N#y^{L$}(2qk(XJ9Ul;@N#~`75LV29uoF4033Vd-oi+99+kT zsrNu$zic2J-m4-9N+*_??H2!V&I#x>MA<3#U}`p=5o-MDC7F`Z66BlblvQH0`q#(q z7?w>;TaaN?k-){Isd5G#4}I)}(dTu6} zN-JuB{@oZqPMapdy0(PxAvRGnjQvP*Hzh|<;hC~PIuRLA+4arKZ%@?g{4Wkww7n2Tg zbxj@k;>8MpZq|%q>)weVpm|ti7T3V4X{eG3&`Qb7i&m?VdnZ0nAIEoATVR_wHhz_8WUv!C}8!=bn1yZu4!Pl4srkTl6sU|4$iko|L-AJOI0nLzL1hTrZi^^?^#q*=QTPoS3e)FZnF6kqz6_fpC~NT%9Jyqu?WIM_UxHTlnEY#3UMiD z&PO2j6o8P?xtg@tG(m`Rx*N(v#s||0*7Mwjcs+6eX@#{dvCt+-ff&T0v^SOu?W5^o zJQ5n~9fbRX?CR9l20O@udeZ|zPq~n$2uKb!E4vV0}h%wER7 z7Yt7xAT}1m0>rjqEXqZh>&7|d+OI<=RDtT5b?&x{(n!$5*BpGJj{7ykG?)Js$;S}7 z=&ZK6MV7Gc1LNweJj|CtsGW$KECNg4gEW%r2;jzww1n7Rm+e*bPrwod&j*os9Ki`s z0L%wuPg8ssUZC=?_^5~=R*Z*Qm%sgV`7^SA3Y-x&J;soENstz=fo|%cQG!b`f z!6)?4$c2W#aN$BahTT7L68(7l9MYLsYH0IkK~t&w0Rpdw>jMAxV30W(30w&=Po9;L z;jWzhb0>j67@2!R5{~UA`wU8z1PfP9hn9>FZ6f$ihQ_0-Op^oH_y5*TU~Is@7LY_; zG;$fkL_oEekP%`=p8E83G5{e4%qRSV3hH#w)ezUm!mkBRC8?d9EC`!#Qa6p%jr7+z z(boDqu0#-^(9zknAOxG31^{T|NIw;HR#EQgG-OmOSOYpY2-$i}IUfa#byE=ic;NjYBtZIGJ@b3;<4{m|)u2_&%R z(uw`I)h6%M>W_ask*OcY`}zZyFiz46hN(&M|C%RaKi_1Z)bEXju`zHG7AFa}LUp)C zmON(6vb}f6VKDSxG!Y5ho56!QZ}?EIUAvZtH8jV$Nd)FF`hz;+K{k*PBo6fAHvf|- z18FL=(jW@#k@OW)BUufZ^&x24(!V{gWBewMaLgqgZviZy^KL5ByW(flv12txd;s5< ziB3v19edw(Ow+*430O-^KKiSgRu|f_eF@Q!fSihdZiL2TH0eNWnB--F)o*g(4A(z@ zjF;nS(6RIgX*x>?WJPuq*JuE<-yj-Y$R50OVA_;RVhjFsLjC}ydm6>XtUDDeXg8#$ zkdCB>YohrH6vqNI*@0nm{+^M+zNEzl_JY8Gjt~NlyhQ*NaOWdnJem4Po5J61`TOI9 zI*a+7u%q!0B~98jQ5zI+LsVh@m5X7OzyLn?(Hy`k*rorGYUbOL2^>f8MfVVoLxW=3 zKXoiRAe~%;bPfnGs8@|nj0$w>6q>JsB>eY$QhuXJulC(-l8s5kp+bSuCkp|cL9JWd zi?12}DFyVer0FyMk-Mg80E&}xi(Zwa<2=rfIP4ZPBaD%qHqtDztHRYBg87_(-9%pM z%p|xJ$#wLv+JSkZHI9?1%lj5m(=;$kM%P~p&vxFdnziiWC<51W%VbnJ*DZ4&AERSM zE1gy_&h?PW7|~qFfU+jBN$@JrnmgcC zAUAd|nAxB(;hk5I!UtpHLHf1uMZXWux9{kUwh&y9B(4w#74ZfVNvphYs8y!0G=*%1 z0mn)57^$l;i(ftQLF0>cGo7;T#}Z)#eg`RfM^RHOy*gpupW~ta`q^C{5UKua`qPuW zEn)=Up>mMU6A1TdVK7nnIFS_;-2>F#M`fXk01N<0y6{47`F@AIPu{E`P4YVcPquK3 z0f>!vn>L=UZeDAmKFuX4Nl|7?QYO$99VL-N2_}l8bwrRpTwEbX(`^=+mEZ~Dj3anm zz|@0_H|!9-i@aADP6B;X0SS|Lf_uvuWMwqr(rPptUt;N2QGbj`rPNHv)k|6ooRQxF zFofm3j!u(utDz#=CvAU3#lDsJ3l>@L$88oIu|&omdOsa$%`O({of< zbAaen+dElvly3+Lo6?6o_v*7L{n4g&ju=huWf?VP)cMtSkq)hz}k<%lESEV z>oZH-9fUM|$+Z)PX$>`&&-xZ|J(}=FB#(CzONsvhw23CXb_DKoxXMfnU ztoycJB7w^qqR-SC+~Com=Y6No`#hWH^EU4C;KKcvYV|d4pL*l%f=$ANhw(4>-0$1v zmRIhCUba&!6fe=RS zLS9-~zNR%jhy%iNU%~ky#*K^vIRkEHgA19MfYNTlnfvWjk3W5+WPKU#Iy&-gFEM1M z%knj%d!Zz=Cj!B_m*ZD2K|uz4ly}QIjSO*4U9K40KV{#hO5IM5H7A|150=MV4gLbT zLT_9|o^Y(V=)3}n^W>ua0}_hLDqO?r!n)#zb$qK@-SA;Xx4df42vQfBP*@o}C7|@; z!E;yY{YPzTv+?qzKgL;{X|8iIhpQ|7bjs}_-T13rU07rhHDV1U05hkzP~3#U@Mn9v zCnv&iMg7nt2Qjztc?#=V=?@h^p=7tH)n1CQ{?_Ex4546}<+h158l7j@DBD%JI>Wuz z!j9Z(YJbzP3M5(qgVQadog5UY6t)%c@(3JrdS2mB@vry0cmU{|OzE>Gt&L<1ahKdauk08nR7=Y<$`J< zi>({T6oz@_aH;3+OhM`|8bKkAgM^6#zoPzC^eEC_MJn+lt#)4H1(YrsVb>-mDPCk2EP@q&=>=mVF7zRR>fbF1I* z)uTBkoY)+fvT3phh&JY!TvhfJ1_~ZL80;mAGAU9pp=SP9r?2zi*r&p{rjs`#^tn}e{AH}MPFNwI4BwrB5LwuZO(?U`?kY$Ad^HC zr8Pz6F4u$h7c_Nd!^V7&la24RIJ4amWd|CP=(@(t%*f5ny?M0pX{!V-T>j%~#9O3N zim(dWm9$iL{yWn^X!;~1UH`qID&CRedG*f<`rkMjJ2^S|Jd((jRRO<_$>Pm#4C? z$HlM*7iTSPy?4sGz=I>Ja>hmu{CVKD>e|P}Q8Du@JAdwo6Zmhrs~)^?@~hIxcl9ib zN!oZNrzv0c?D>g{IBAeU+=VqMnc`n|HBtaee~GIK%Lr<^G5g!6ZA%gKi>d-RD22$t z!Kf=rZIYVv;^_&9yBuowh?cRwflZlpYO71l-X=76SZ@yWDoCmP3RFvToGcQ)(Z|dM zJ2CGWu8m(c{tMlGDhs{^_%|c{rPrh0)xB@5hW)DtI>La)2~|wRNi%99Jer>D<$w9k zaVw#Q6dk)5$O>hWt!{>RUlVVgo{Z0sW07)3h=54zp4xP5dLWKRGqtY57db*b2^|%XO{UFB%TT05BnLspetJ^D(V?xNu+I$d(s=P#zr20jvN^%iPc|XnAFt68 z35SV5(qxN}Ll&*;jf=V%5{fx~bd%sih~6s=iZ{r)2C0DQa*Zm6UEuT`}!|S=>%q3Hu)N=cz%9qdP-Nm@9o>SOKO`w z%TVXu2Pj~V&p&E%54!rpzy8C&`q@Lb&4o3Oza^H}ovY@y?P+;B`*v&m8pF;--5z=T z@{0)$fVyp(FxfsIUHa@THWI}S0~>!LjVDfq%NX zFWMIuAFm(+gjeCS`PUz}&c5?MX`rEsaSx=W=_5aT%Z(@awP+N#sHg;4MXHb4Ow(Eh zp5Y-O7ja+(5RYCrE_GT4)?G+$k|MtN{t{xb*+7j`__4hhxE|mV5O3i*I z>SFT3B8R2|q0jttbKOcr)k(&c;79*!P^?CW9z8-p8x57xE)cFQip2lZ7i2&x5O*0K z#=eG@u`tRY8;M;n`5tA7`S;&{FEfdX|NZ+!a!0G$bIO6CE2qz;d>22d=QsCEK)E=G znMvYxN0p!b@=u!=d1B+Eo-97|308(du$DX70FiSjD+!59&ZIRyQI*0&4-GzerH=1D z|KQ(R|FO!{zSE$Y1MhD<^4F?A^1-SfMRX8xVf3Glrwt$4r|o*5W5{cBUQAYEgwyU} zQ{Cb;1@s%1Vbl1RZuW_*K8iv6{m&TmKU~~m);SK=p2yx3{Lf{4uutq` z`6yo8t@wEL`_&9DDsouS_(gplo}KHKtcnk@n9oPIX`;`KU*ED+PFt#~6reHb;fmOr zIv^tBapNvgG5r2Q#t%~e00tByTuA2?<1M|KuK0ABz!E*Z>1X|&35yCDA1gbLKCY4E zayX5bLk%b4nt_kN`TP&h&-l|H>3NBznDqMy32-Woqq~-+ON#B>EwJe@O5GXQ?$O8~ zT8}~_fV(uE0Z-o%G(d4302K0Ve47|Aj*Bj4z8p_yY`Q(}8i8Vt!A=oS8W3c#>H4NE z8niG{Ma+JAmC6LGF7B%8EF8-~*RSYo%mN4!`nQmaF-0=gEP)ZP1vv}2@jIq9h{=Vd zc+j?or?|q@^TzvW6!Rz+vtP^I95$FWP<~~6ou~vYnV_;r07+@H1_&bD?bl;E3Xhh&EX!&;uN4P!T z3|up*@x?o)aLRRV*KYBd3A*ipbW)JmmWzWk%;fEPb7ed$^8rECgvl>+BUNn#F5ygt zP!KH3DJ?DSa8RRG@9Nq!E9$a}4=a5yoF`=+MP~-Ee61)B)va#q*q(O@)DOw}*NTRMYQ51KsUZPbsSlq10E(r z%fP`7$k5I6(I7i{R{bMz6!a)=0mwx#;&d|=Pm^yZ#HL1lzFsTI z*=|nf-%mSjtPXH!TXd=zAZLX{leGARyI}|#-xxCfr^W3Gv5>Hl>UP)+O4jQ zKcp3`3Naydv7djXvwfp;ib|i0McO}>Y!qz=wUIHs6d?I2FQ2Gp(*Uvy@G+=-o>0BG z!mgQHVDTLLIR~!BTprgR?Q*yO;(G4ICmZS-V1$pI zlqt^2Ba=&YlVxPHpoFa4DV2J3_>}$y1%J%l45rXeAv&w;dWzzzf~It6{P)qbA1?MP z&0c*)6zHOHnB;^tO+zn6_J^uC>YH<-&xA~>NUbir;H;m6jvO8nqv%I8e+jz@2xUFs zmXQqbWdnp%j_jEn7Z*1)qwy$mD~~<>Q4CSXa)ZHt;AHLj}RL!5Tw9 zcA*m?2Ajg{7CHX&sKzkixhaz^Ad*FV_+_jqrNFbIA_ns&+ft;9NJ%h$k>9{KsT{NP zmoDy$%JM-88jNFo(n$B!6f8S)wwanjoCeZ|g9i>&NJ&4*3E*h(g#qO}Ok4*I>gwtU zKVA<{HyyNvTS$=@5qggUg{eap=#n-!_&r!zIneYH!$T5HU{@p8Zw6=u@I*14CJb+3Rp**o1JJZzpr}S zSoM*fPxB4y#dIMAz+Rn74qx)Xma(FN_sz2@zC{lZX@3f9RoF>H2161dGq$*>IK?jm z)?ud_8h8_E-X91L4;R3Z7OKoD{f?wirit?#iI;Pl_JC)*_4BustQC5JAnTlB$!{Wz z8wSh)Yly?4kfJzZ@MoVzGA7BUPmSivteL#j@3?Pq+o-832^JmIgNxx<&-lG=Vg@{# z^m^(i$O1W8bzhqHk0%VcFB+#U=Nt)(9dCgU#OxpO&X);V+^W z*b}MYLz`-(M{9gHx~)c9afs&dq%1KmL7QSdzr)`jp>p-H|CpYn|z<>c%v4NF$8-HkgRK-M7`xppU0K|qV zdNi-$ZIpN&ZaU))BYg*6odtcX!|p#w0X09UtNQHww`y*;O4GA{H2xp?<+JVg9%Vxb zp*ips*MX<{O+a7@WF@+JQC$DYtBtc<`a$^~J>ZK{p|Q}@m@>kc%vUOMtY*z<5IQQ; zno^=d%Tu4YfVSn;Bfq5RZ0H1tzLAtf2HZ(H|CRn#AYrsuFGB)aQV3y@%I}%t_gCJ>1_9u`R zD3@OG;>O3UGHh#LuSZ4&GRlLGUD`!FMb5C)ZHZny+SKsDjS)-b(ODDSN!BZbdP;cM zeD4E1!}9ZF`wtx8-3CnfPjl)2E(8DH-)f4W|6{50zYpsF6A$W%@?K-~c(k#drsm*K zkA<_IUXE+X1`ixqEy>}#(}{;AC39&%z~7;5>SrGo#jUsgBZ8$)a~p>5BvDbAGBOd2 zbW{>VX%vY>5rUdpl$0ydSi|=2YslHs0)=nkr~DX#fN{sN}rjU=docaB{dn z?PT$g2Zj-c3*pLg#i10F>a?1f9piXwR^tid*4ZMeMd{K6?-|0eke&*V=n5D|bIvXP z2@>@&k&8faF(;=TQc2h5?;1w>$$XXkm{`G*sfr_@KrNa1@b}-r`V%2Dm6Vi#;(;p` zr6?54#3h_i?04Uxu|j)vUAgLG7sxI$j|#%^sy)7-GCQHlDkB_UFD9AHy}S~pgwkJR zUW~dO8F;1U)g_U+2~>~z-J-{8VsMme%>|hZO%}J#iFC69CD9ZmjrXOw9*ti%K57qN zrr5}9Q&WHxr4f786c7)j&Q?=U--Tzz?PadRsy#4mt_+AWCZl3NV}J29r%0^4)cDF& z{JVepR#gbksj)WW);+t~S0P$qT9kp{rRqQc<~97Lfl|ywJ<4hF&9*a^vrhUzvo)evN=eZaVO??mqMj5h1u_5NFaq)qkYkNTs^ZlF zx^l&t=OzG&OT)I;+zT{bvZm^TqLMB;01U+S`b4F4^Y_aXFWY5iB<{FyWp$5z2TYS9 zhWRBbFtcq_5Es->58;vqAoOq)JuY*M2e z)f5*z+Z8%}nhUL4^c`K@k0RRl&UoVN%MgUC%c5+SEJ!*$%-r}h700a8lL8%D6y5&1 zth(V!H7!FXx8L3UpcGIQ|3g7y<5u-ke)p0ulSk!rR^}@VN)&~TpXRa}|89wK*qYK? z7<_@vXrw%Ly#1N@lK@XU1@I>U_6h%tD2umBQnaibE)}K!9PlW+Aqf zDI}z_A{j}qr0F(ADFm%Os}AL*Md%)d5GCV3$dyb)4zgC~@1>(+Xq{^2hKSQy+WYhh z%2~WGkxWmq-<3vC654o!HEsHe8cGW_1!>b+!!uwz*DJS*DJ@lw%$DMlosQWyW>e$e z?PasTt{_q0Cl^Snrbw4ryz+MT9BWQ) zYtAMW>ukx`-4`tfHx~EMOnoA*Omf5{;56o?GL}G8Xgtl1Lfv6LsJRdXL#YV4;loICXN5! zY_4&AsQl+R@&B)ruc0>c|Gei^lRJ0LO1#@yHl1)iD{w*f|0RaiXa3?3N`QZ>vi_OA z{G$N--@p2>-SPk4(~z)tHT+-yNpAZ0W@w@D!SJd7z7FwKQrfRz5P{g12uLLqE%7I3 zo`C1QNsTFq+b8|5R&`)1z)8*zX=$UChFkV4Trml|!d=2JD?VcASASoiN{N z)Dcu3=k#Ep=ofr^3W%5i!*B)FJ^!AlkI9sQTb8l(K9&&InYCqc36 zrx0dcVsSt@sDNJhh^C*o{+MdPF{J_c-75sA>}iFhQi^-8r|chWGqM&EGydr_;2)XH zxK*B?6v-YXWSScz-9jQ72#JpnZ4pS*A=G_aO26o!9;`g$he`Qn0^&Den`~~&i zZJr$2Ih4@f-WT9^9RJl(&(N3NPJDX0R(ef)ZVP?8!UT%H-KyljAl*0Hlb$|%rb^#* z=}pha+jn_cK1?{+9fVFD-hPx_A!da64pW5cG{(iOvQbMI(lOTsrfhLC~AX)^6`q+*(w8q|zRK zasRu`Ri>V761QJt*zDnvnvOQ}r#4>t=sq927{>!?3fWmu8Lr=y zGD)&ZnMOxf&-mq&#;>~iP1}Ev4Q&6P2|L@ups&yaN_?+FB1svULE4vgcBV?vQEo+) zaMfk7t6^&H(j44Y#rdgT^U{-S@&d|^5u1B4c0hWX$qc|( zFV`JBAYpQg*qs+R6pXLp)x)tV?*$$w5(J5+p30e=7lN}FS**4zEIYAeVtUDNov~wY z^QDwp+GPflC)D1BaM{dZO`_55JJ2%kpad*(CBHBpxo+fUjLF6X!W zzTLxoOcU<_tIB|g=S*{kowDM7*mG0$?j}PYmwmHXU#JW(7wc^(TI+|~Suk4}5y)Zb zECA=8L)I3TbFI<(#MF%6`5x%G8{v^s*B_$2>);7NX4YzHS^DO;(#MgMly zE*cd5=V;F@{#kwH*hyJy6)!(l*>&yu^-0n*6EVnT$F&|SDJ;a$ivf%v`&%>zEqdok z;a`i2Nvz7G-k_Oa%QbQ%MwP?GyO{x7OOp;;;5>DQoA*l4NBv9GH-hOP4l?v8tNjn` z@kf1ZsAK|(w1wc9s~)Q2k>ovkV|yl=&g2N)^sv6qu@M(WyZC^M6&z$tYUPet&GABC zz;nEZT*S!JSY$!c&X(3Es$aQzJk?DcLePH&NAR(8PgIoTE|AijD6$WJ`TQ6c9kYC+ z78qmr4EutipSzc0MRk{3eE#CaDFH!fb#H#Lbiys+WC`MMF%;fq@^6~S`pysX1tEdV zrbernX4G6_jM0dCbSc4LIX5+0)?TTvsuz17WJU!vZ!&mB9pQWL(O1ijH6C=LY9rI- z1d$d-3N39Z-7c(pcnV^(Epb$^m`QckwJkrXnR05AKsvP1%Xb)++i%^vwSZ+QS>p#lFI%=TYD zjNLI=ras8qrp;zbtuEYcUTiRfe|d`sCe_gvD3EzuG_yot!c?UhVt$AnMv>)(@;;BN zDnQ5VG5(hum9gA3tPsp)L=5SpJi)dX(wfYc$8&hR)Ytb{iv_AH9RC@8-U!3yaxZ^(lZAq1M2l8~;@s5g_MdOVla-h#-pnt&+__ zAzLX7=vE}wPj5jJCT$??y>5Gpt}ltQR*DOB>eoGn6Q(V-= zy={*kc7`KlNcr+Qs^#uUNl7<&TZuLd3DYL$w7QH5yLs+8_3B>QEn|Q7@E9o*51+Ei zx93>^OP-@07F@nJCm*p0&ru)=!+MaGR*D-u{~@WSWi7Wv95{UCCnka3@?65xe09HL zkxu{k(y}rm^Bm$=mdo^d2GO=u7%+@1k|j{7-N6abBUvq zQ#W@1NCvyE{IprKZuF+LRJ*dqE@Z`(w|rb&yt2cQ(eU`Au|e`B2XX+AsHBIPz7o#-stBQ*&~11hQtpMKDY$kCie9&uCcm-sQ$2 zykQLR4KSG4Lla!ObjV4j!cm`E?xL7BQfOBmmxUihh%tk_3yvj6wE)3FbnGvEuznA9clfUE(wQ@t%xLgrshc>Kn(E`+U5*DtO6>dQyDo$U7;q<#@EBp-dBS3BvC3ZNu1F>>#6RCH_yOYJ~g zN2c6Lc#DRGbxWz{AxSCvoaL}_x9=Yk6x7e|xobq+#qFVEu4#5mKkksu8ca-E*#EG} zV6BQDqD7ViKyS3ZPVyqcgqS&C&l-B6H>v_~doj9MIsL$ac48s2+oa$xkqrimqAf9?Q*U-7nK) zxO|v!YC|qJZ{0&+K{>|h3>-{bz#D8BT7-3$jJWi0HF={uShwhCE(&0o-Hy{vcvcMa z#>C1(I2q{|*i15_7UE8`R^68DVaR$PGBO)Pg`Eo3UEP0pDn>gamfZ9#`1wlirkZJF zN}X&MPDw@WB25i3yJ$#n$mBk2)(pLjl~U>ZF15UD`NOji{7Gr2$uUmNBmEHu_RZd> zej@qH%6474oTLVPI4By%vvSGndCNxNP3y|^S<#avTGf#-NEQ==A?koZbIDfZ@Cvrj z`J(gC5WZaW4m-}SRT0>oal>|XXJh=Wgoz@4A529v77_)%yr<)Ii&AkH-O?_+m`nSrY$yL)F z=gqZAjoouPAV}Tsp2<|Ue!mkYS?hm^plNLQ1LuDM5lu!6=oEAIi7Z;EaLZ2!XIr?d zoJ;T64>CDUbX@?Xr>mde-;bXXf~L&(US}8GdPY!{0h&VMMG#f!F)Zdgp{!9`MANG= zUfOf}vk@&PNWx0zLO5m&QOG-2vjdKrl-iX#!sa8T8K)RtJQVsE;*>q04bMtSR=@t2 z7yyGn*s$deaj>M@pK(0r-HC&Ni$cA%TyJi+7zEIVYZ%8Q&mDgx@lTYwRFj1FiDBVP zSS1a-7HG5*y~tIBI2J+4FfqAidC#W=##>)c^93rt@ACPysZ(BV*(ypcdL7FVc+ruW zb!yilBjJm{-LK_r6|fyJAt4)9OnnXB28CL_v;54m=5$Ti0w1e8u z-dRo#CBjX*Y89L)BEFPFgRtKIVFvn+C!1V*VLHW%BFbkF{1cK#lcI|Fo@SKN;fj8| zt8Wk1)829o@A`p!vB$U|azL>^dBILeCyN;ztC5f`q!qqTjG~Y+*0nz}fF7o-Qt7g3 zxh|B%p0GF|rqk%tU^?CzHRrU7Bh^PAKKs}fQmF_j1p*fV(1K0XCrCi0pz#i@pE|q5 z`$aF31doWVY2Qf#E^(JSR605i1$VyTloqE`rEa3x6u-_>nUo;hL2)iS#2i+uz!KNJ zh0fXc#?I$F6I0%uT}K)Ku}5Zh>eMNKrEn6S4d!k0j>XlJii@a9xUxj#>94i=o9T^? zAv~O9p~*G|k!UF1*+vn!GI&d3cVua4dF!xFxHz)2@8_V*nsRSruVO>`3Cp4@vutH> zMd+9_YWGgo4@CXp(b|A1pZkez1TnjP8FzIyP|S8Jq{TMs%swA}iIp;iM#uRV^HwVF z&N11&zKhHo=jr;(?0H(VBQ_Xfyu3LqBWlXDQeCy4O8;#u$FkrLa6B>CdGYyLGIc46 zsW(@5)SO}y_mk{&um(;Qqp;iC_TDFJWe(11g1~HlKRQjwwofg%62m}{)6g`FbD|NQ zriU%J)og){Ji-txu!iyWS7x65hUb5wn}!B6EU4g&AoCYI6lX^s2N9ZRtLp`;(R)@h&H4I6f*L+_U}2sbn6)bf(faA!7fo5kx{ z?7NuvQ423XJ3nJoH56gaFa3l1&IqUhM9hDmJKCMC;8W5M2BS$9)6z~g-rd}S&4QPujIN7t+7mEQWVL)5Sk_c35>M5#F&lVM z;k<6;voUjwo%{yGAqZ5{wR3actDd+wUm@`rN~w$$#J}bk$}HFe^F`D>!a6C0BU*R; z{D3$eto~ZYp4~VkHTIY?-fxRi^Jya|(me1|EFrO4&8ufSNB{vs-^hYt?s zi@OGQyAKsHV=Jy7Yx|D(pSSS$G^~2}v1BfIURIB1t$3D_e3+rpsBDXmMk$>#2Zbg>@!iQ_;1VIEXr@z{CWFAlXZ`HW0!=n!m=or z$#kJL?^I2)TR$GiUj)-wJ@I1WGpaq|*i?rTjK#2mrgHYu^}YjKOC0TM%kWYF$lJ*C z%4&b0mCcs6F5|!WEhKsTi|SZlW+s@Cm>dz~%}7FpjA1^^#P}GPh6sXX=LtwdvOcB%XCItjp`lZ(%nkW2X*8j|l-!Da6;Pm$6vB;P~cC!yFhaJ6}ldrz$g~Ll! zi02dc?td_&jbbgIhi8Ng^TnQ3L9ZM^#C|xzm;u-vXj`M0Z*d#ELv9LSueC{>_N|6Tp;No_Rm5TA>O15%Y~FggrDLiL?Tq3`36RgnV?@- z#O^t@x%;@e0XOQXKU?(}{T-+9U33`B*6sa6Y(9w2!K^4!20sv-K;rQWN)vHilRRa3 z*elMavcFOm+5f;l)}J#CXx{OHQgt7>bBrImwt zP;T313w5a*<1;ZSTHOj$K`<=i^$YKIa&DgMgE$-|w=GbWXzE2!0rTP%AxJn=0y&W2 ztJOFv9Ok*zs=D-ki(*fc=O|#B9A6Pu`^(Q-Js=_0Vy2`*Y_WPf4>irN+}d+iAlVBk zer;)Nn@-0^aFB#Z7J<*=9TF=O=Z)GYF7&)ML+C1G(ZGxgeyOYhm^d%fS*h#D4O3Bd zFdBNJWU?YMpMPtAR@E-zsLXj3To0SnU^-C)X>1As3lVWqYGGTOEkk>Z|3b#WweLUm z4l6@U2&6FB?P_xw3J>90nJLL9*3m?za!lvRbDg52Y)e8hd=DW2= z*_YrHAe*mxLoqv(gvW+`-6{7BI!R@DruD~O=mdO9(m51Fu}Wky4|8@Ja3H8xSjRh? z@W2*b35>=8DYbsj^fp@_{P7Seh`3l`FN%@Q7(sq)=4<-5M;{>1upIWb4GTH1qz-6y zApX#uY&Q%4F13D|nQa?I`j-JGnki3pHhFj1^A0y``}!ix#X<9@ z5{V%G1{=c^_FlVIcNJ~A8^y-PKIb+dluO;lhIUZy3?sJ)dpl32F;FOx4#?ygaYC55 z=;^{ic zx|yG?W)~e_m@fovFW9#kkgF z4SAcx;hef`ECWajKVY|H!@A~rW?#a2$$+z_d1w)|H;ED~aHh9Kf z;0d`8)q@##&TECPq(dOHo(TvtlSl^ilAsN#>qM~Yj}iR3uI)yAR#&VuZOMx4z9wk_ z8td|=2A_YeoO7?wB4=wVW*N`IVIVEa?XSvCN_jw7c*l2}&KsterENjRFJ#cwmtVW{ z+)oi;@unCxDK0`ytE4B*JpmOG{JvyhDYqw-P01hu0}^|BKAuf)Rb7TF$aq}v)e*y< zyepWwrU74)VxRvB%)*Af_3+_*KyMzhQMpaoN4fHd7b$b-Sz>{Em0f8iF=*-zMsL4 zJ7A%B)V|Mmx_M<$mrlALZ@@1T3IYv^z(ql&Aiwa1N70q^m^IN^HCXtlc)hRcx0f3ztG}^T+Z<-uyWFTUCtJDfz2&@tpPkJiH z6pKduK~S;s-fu6C+65G6BtiJ~S}Dz-(OQINe-!r=ffNu`us9xIcO<6;iNXB`_n(7T zZ9naBkP~>F@7Ae1AH=WJ9D^lLdNkYD9KPVa#izUnEFBaW^kDZb9BpJ_U=K)b@cW8O z(IsVncz0{NGSqL;l<<5fcL<@<{8iIEoVP}#nX}Iwo4@PG-SetbH}|?{Ju%CMtW=r| z;yfu$I^J#s=sIx6?~8AInP!-LH(`XQxBrWu{&+Fk>+ZN=HM>*LU*mBO-JB}Z{O^#9K0Umo!B*6bZ?f_yQ^XCnuJ` z$f=pmDJb;;&f>vDr?D1CW&yQ?us;qRP!)k}dg^Bihn9H3C}{-RU6}9f+f#YT{Q;+t z=K7-966iqs&(6-~Q|pZG4ewQ<5he{#X_c`e?z2o0XvrCdw7-zZ zbO~>j%>&|_jwoY$dm)!aE8xS zFT<6foLL=|hmK`*np=DXPW>Hza3;ri+^gQi4$(8C=#ynXf7yNJh-ZlTA!x>OkoLUi z=DvHQbH*aeD!)=+ySwu9<~KSV89&ISJY}+6f?&ebP^#67$I)7r9w6n_J{5FFz&vf=7Cp-z*Nw7O001%B%8FifZQ<15uo^yI;9m{C3Tv;a^#8owx2#G!kICEQJ$uXHc>!k+$K zu2H__=2{0b2TLjB>4qdEKW-72zqfAKzbM}(T{<#0$f@tSF-fX)3F7zNt-4~9bxA50 z4vzRaUsl1<#v40eW4921!XQo^nI%^=N4xOx&D)d&4YOESnT34{er>nDuA1zzWBc}2 z!*AtLdqp*lX~&Eq*gNF ziF`Qx;ATmMDW96P?DDIar^?J>Y8UF?s?2rJR=n$T@7=w`HUkpfLPfK3eaqj-82z6) zn0SLwNduo_;}mTHDdd1a62H0lY+l@P-}R-n6o+E?o#4j`TU~Z{$8N8)Pp`2Bl<8|f zG8QOORRL}pnMDcKoh551)2RukT5Mhlpo~GeC%_)mX&j(HbAS{JE`^y(;%Fr+uv4IIWfQ?#es#eHHdc&C~Yk1YAGX-jv?B zw2^?X;?*zAUxFBgXEl7(;_PnS>H)HEat`9d+aPP_xR~gCT~Kz!6fzr6%>YfwWSXL0DMFs70X#Ih7C>oq?j(b@_p6x(JRly^R`1% z#UvVbeVJxwT2RtM1Ca1J_Uk#D;^eJqBgeIpLB>?bcbRA66P?$4-=TMXE>5jjvG{nP z$yanCF+`I$Qcmjs(#u#cg_j}VCY=TJt(ueKJW$FOCpkq`T^tgy zYkYvZXS)%Jn-=a)`c}HH9Gzn7Bp#q_<#SU1N0%jyWi_Q)W%QdWZ>NAwaF53p^5Y1x z5#+%0tJ!7js4cjiOjiI3m6J(21h4EDn(%fMQ@-!yxp&0FvI`AIoBH$QFV**CR&55` z6loD9lnr5H`{{@K?oi=L`a&5pWI@b4u0NG^_Z;&(>b(0Q)+VNGKBwCNC?e910QwHh z>H2Z9duWnAUz-NO6rwcs8ty5A?^4>uEAKUG0S&<0h(=&9M-hFM<>^;_XU4ga2Y4jyY{A7C z)2S5Sv0l#6SVRjTBhIff3I^(fDK44((%Veel^e5uuj04lweX}eAccvbfgp~w>dxY4 zM~4Iz{^k}KSFTt3+vZ51&R|Sfv@?9B-eg9sELb`U6$169-QM?gAdy5($Kix7wdoTJ z=3{*aT}A|>?CD`CySDe|bu#aAizJC1LLCnFsI=RCw#qq9+#P%NoaVe0YHoA?Zz+Q- zSa>UNCBsGCM!E6J4g>or_$M!&M2(hG3&PbncdH)dv};Xqiw~vOxJnSy5VFic z}#m27)v9`=RRBrw&uQV5vP#*AxbuCP&~y94I;5!!{nKB9UB=({W~)Q(O_K zr@$^`O(x@>KMt23jnw>{P&2%aT6NR5J4uFr zikPhJ?Dq=8>1A7rcymK~WzmF7G%b981(H)jq0GY(*$DM;u;mf79=wlEHk2N6MB=}( z==}blqREGi=n;hJ47)N!J+w_P>D&6)R@%{*z{h(FN0;w!&21q?$vkMmX#l-Oo$->1 z+J8}~MDQ)aG1zrw^cs{f1-v9PJG;Td9u4y(kop9ADMnA5LV!Z9OJ~3~<*FFc$wzUR zMRu`pCIOQXI^_NvkKK6a9}{kR8wEI5eh<)Q$h}>fEn^?Fjl0`-(9r?W$);kqA{0R& z-=)J3y#p*1Mwu`U^w-XJWWqE3w(N1OylkR}AWfEyBy3r62?5L0P1(q~dlvM4POcSw zM10Opr=7jFR^|l>1rw-2?9PKzoKs_4dx%m9@%l#pvkD#nIKloWWz9bQRAQ=l@)AoD z3L{tNn)5ScPqiI98(GLe6l37HPpG z?p&T48`L&~`KrA9ulw}5`s9eQQ)bX(P(t&#OPp*RBmEWTx%DEU1mBk4Jka*s!RJ-t zmIap?b86YYxU23HzCpF22JF~z->INy6yRbE{F2CEVs9TohO&Qoj;IaE@7{qBsj5Y{ z-e11vP&}3l(#w+Z1weJ7WTrV^8JqO{gxOsouvBI{wETI;j=QvJ%Nh8s`tp7rXrov@ zguXg4xg_J6W7h8*Vm0ov1@J_jO?7^Uj7iJoZG&I7bc_;bc=m7D-2)!ijHj`kSa>03 z!G_|j6P*33ww>H@{GIz**;ob(Q5{LR(azo0rstR?;kB<7{t-RD3jO2y^+Fovl6P-> zwrH{R4Ov=&PTD{4BC>mYR>c`6bWAMYT%SDu*7sR-tof0in<=zNH>iwTedh*-cre0FoYuFg~MoqOWD9L(>Ci<;Ff7xgOWx# z>J$=Qs{2Y~Uf3#*-jQ+L`Wr^GsHIONBl_53C-__0jO6U%ohLK_pEhs!s+j=CprJzn z-36i(e3Sxpu)(LBA(l|EU6G-1!U%#SCyWq2HUj*MHJ|bzcqsi4$@-|B#iOFkb>ZSU z#{Kd92d8l=8u%oRx3ZgV&!K{D^Dn#!^w)EgwI_CZydxPoCM*|u9|VxEF@&Ni?w(%a z#5tYU?6b7ZHRXj?zEL6I$55KRb?Sw@2oAMwb=Fpaq=50IB`+g<$i)W-ylnBs7qUHw zB!QI4Vs#*u1^~=)*gq%vm`-sRCmbTt?pyfy-9V+>NLlTCI$FW5rA5Lj?BPOp6>v>F zp%`isB8Vdm`@G9iivqrd(0QH2yO8NJ;*BpE2I{`Evok6|Z8BKdIL5(TddX*KZnmBb zaU0Y{Xe44hW18g_^Vo*>+ymdJHgaf7Spl5OKF|RjCJXL@|xpuAE70BhvzAehYT|Q$y@c> zUO6x$$)QhBkjgBYu+jVBiC#8fZGT+6 zv1Bd`#aQ?p(^VAH^kV&`O$=NlB6996uh@N&ciZ|3>E5h+*GB*SuVkU3t(C0?_-%D=!HO|MuWnL0 z^`>EU>UvqOpaNp)0{2?1ZpG7{lu;(Y%Qd8*qkEK4QYf%IfCOuENLktO@-+t!i%piK zb4YMS`5|-4pu60oDm%}F8SK68uNag|1d7kj&VFA_6{-jruvfYMXX`@#IjN0lz_`-`%}`TLwFqte!t9d z>?p&zx) z4KfYL$2)k|U6ngH=DYBEB5$r9WDVEFtXj1zFhazbZJ-)v_uE^I*|1oDciko$AbXb7 zO}=f@#eFSPpPo|iDfT~wT&SJayY`6wyRw2SS1{36R`03Am2)S3{&f6ue%Ql6gML_< zxzne3oiw(j3oU!7j=wERvVB+6vUO{1R=dsKVGD9@qR5aRK2DSL1_&K(+0LD*eV^{W z0hngHm4!k=P5qyeLSd6IS1WUn%>v%Sg~$c7BT&eEr_M60jqd`clJGt0DE z=|%_JPFJ`tyiIJE$9>%K^%DbBYCCx`-3US><&>q4jm^{BU2{ZraG+vw)#-SOm7P>U z7AJNCZ8AVSY7c^m*!1-DH5)dJqK9qk!ohApC)8|H+W7&MUJu5!F`m4*UXKb%Tc9W_ znz{y@6zQ8d6tsjV+Ckmq52nm&0YU7fNb5?n6mfHwzhT?stl%3!X?DK3_o{qD!x(0G zw}9amlXR`J^exyfvTx-sTIVS?S-(P+i0qAK1`}wL|8fVy& zmfbXO{FJKxf1X~oCEj>a!n;cH7j)&P=RO8}(U#Kc5L z+B-Xb{q@(0^#NXG3DJwMe-R78PM#Kg7CWfK_q++|W-)v9hN&*&u^aIFt>A<8Gul7c z9TLb4c@jMF8-&f!H~O!785bSQUt3j;dDaf_0*?rCm#2^&H3<6F&p^e6`Yn~o+nSp0 z>{raWdR6%v>*G%--HL; z7CpJ}`wch~8+Mv<2gPBs#*S^9d*|fj7!W*m@`Ad76KQi^FEboLUwEOzytycZc5ov5 z+|IyNS)PkKg|9sPr(_3tmjm*j(W0^90KI|6eFs{ZE>zzm$t-qKl%WflKkP7+_ENmn zsKb{}oH)@tjpecunngEa--YYZVUPl4)!ihtrT~c?hbf(ByPC9KCzn>pP7;O(HwjvO z<0;XDtH%g@^}K>8AaOWnHIgpg7saswm@RLok8J*iC$Ijxa?e)COiSdulsh=NEe>at zhl8?vxWdX_EHrr{%MBSXXE*}LGtq`7b;QlhASt3(FrbKTi*>D;J9YYTqPYPS#~qTK z+u`}Ovv2%Bw4#Y&YVTdWy>Bgg7cG5^_ZKO}ch?^2^E&@G@R2TJ&_A5i|0!+QPBlAv z>*t^Y{IS|O13$UtOe#A^*U7`>LQEUdmSol)sYWWV&(waN>uKa`v#cMLo?h=CZtuvis zG)~AgXbzPN)g_*XnVdN{vKvisO$n5-4{Z-Vt-x7q z=6C4x&~RmbZ{je0U`oBa8r*2&&N{gE6TEe)VO>;&$* zZ_NZK4#k23o9B9OKs%4T6(7Q?YN0REV74U(LeUG29 z0BzK%s*Hd0Pvz+cPHq3W1NJ{{r2kXj?Emh!Zq_$9nAIYG#D<68$z3QWO`mxB+l4>= EA0znIDgXcg literal 0 HcmV?d00001