{ "cells": [ { "cell_type": "markdown", "id": "7c93b650-8328-4435-afb0-72b263d77479", "metadata": {}, "source": [ "# Вычисления. Часть 1" ] }, { "cell_type": "markdown", "id": "e8732d0f-a307-4638-8fa3-293876168a8a", "metadata": {}, "source": [ "## Числовые данные" ] }, { "cell_type": "markdown", "id": "18193924-03d1-4bca-b215-8dbeb167937d", "metadata": {}, "source": [ "Встроенные средства Python не слишком хороши для работы с числовыми данными, поэтому для этого существуют отдельные модули. Наиболее важной из них является модуль NumPy, высокоэффективные методы для работы с числовыми массивам." ] }, { "cell_type": "markdown", "id": "e6346309-eefb-48fa-b1ac-5b7c664dd383", "metadata": {}, "source": [ "## Массивы NumPy" ] }, { "cell_type": "markdown", "id": "3f646a8c-59f6-4174-90f3-496ab473e701", "metadata": {}, "source": [ "Ключевой компонент NumPy — высокопроизводительные многомерные статические числовые массивы `np.ndarray`. Также в NumPy имеются многочисленные методы которые позволяют избежать накладных расходов при преобразовании `np.ndarray` к типам Python и обратно.\n", "\n", "Некоторые свойства `np.ndarray`:\n", "\n", "| Свойство | Значение |\n", "| ------ | -------- |\n", "| `a.ndim` | Число измерений массива `a` |\n", "| `a.shape` | Размер по осям (кортеж) массива `a` |\n", "| `a.size` | Общее число элементов в `a` |\n", "| `a.dtype` | Тип данных массива `a` |\n", "\n", "### Создание массивов" ] }, { "cell_type": "code", "execution_count": 10, "id": "370b125f-7103-4254-9da7-8703fbfcd99c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[1 2 3 4 5]\n" ] } ], "source": [ "import numpy as np\n", "\n", "# Из списка Python\n", "a = np.array([1,2,3,4,5])\n", "print(a)" ] }, { "cell_type": "code", "execution_count": 12, "id": "05f94991-e9cf-4e7c-b548-39217a9b8471", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0. 0. 0. 0. 0.]\n" ] } ], "source": [ "# Заполнение нулями\n", "a = np.zeros(5)\n", "print(a)" ] }, { "cell_type": "code", "execution_count": 13, "id": "d0410dd3-508a-4de0-bedb-7d2e07c320a5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0. 1.25 2.5 3.75 5. ]\n" ] } ], "source": [ "# 5 точек от 0 до 5 включительно\n", "a = np.linspace(0,5,5)\n", "print(a)" ] }, { "cell_type": "code", "execution_count": 14, "id": "515bec51-7a19-4443-8207-d17d3d9bb4db", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0 1 2 3 4]\n" ] } ], "source": [ "# точки от 0 до 5 с шагом 1\n", "a = np.arange(0,5,1)\n", "print(a)" ] }, { "cell_type": "markdown", "id": "a4543459-617e-49e2-8594-6dc9e66d8bdb", "metadata": {}, "source": [ "### Многомерные массивы\n", "\n", "Класс `np.ndarray` также позволяет работать с многомерными массивами. При этом задается параметр `shape` определяющий размерность. " ] }, { "cell_type": "code", "execution_count": 15, "id": "990d3f89-99cf-480b-90df-7b175c103dd4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[0. 0. 0.]\n", " [0. 0. 0.]]\n" ] } ], "source": [ "import numpy as np\n", "\n", "# Массив 2x3\n", "a = np.zeros((2,3))\n", "print(a)" ] }, { "cell_type": "code", "execution_count": 16, "id": "bba61479-b105-410e-bb51-dc9e21a64b90", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[0. 1.]\n", " [2. 3.]\n", " [4. 5.]]\n" ] } ], "source": [ "a = np.linspace(0,5,6)\n", "\n", "# Изменение формы массива\n", "b = a.reshape((3,2))\n", "print(b)" ] }, { "cell_type": "code", "execution_count": 17, "id": "fea5957e-f754-4cd5-9d82-4f3bd803bb93", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[0. 2. 4.]\n", " [1. 3. 5.]]\n" ] } ], "source": [ "# Изменение порядка осей\n", "c = np.moveaxis(b,0,-1)\n", "print(c)" ] }, { "cell_type": "markdown", "id": "a6343643-508e-461e-bbe3-ef6e5c4b0fb5", "metadata": {}, "source": [ "### Индексация в массиве\n", "\n", "При индексации сохраняется порядок индексов аналогичный фигуре " ] }, { "cell_type": "code", "execution_count": 18, "id": "6e6c8756-c093-46fe-bff7-b2fbdd0e7905", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[0. 1.]\n", " [2. 3.]\n", " [4. 5.]]\n" ] } ], "source": [ "import numpy as np\n", "\n", "b = np.linspace(0,5,6).reshape((3,2))\n", "print(b)" ] }, { "cell_type": "code", "execution_count": 19, "id": "ce7d693d-c0c4-44f7-99ca-74f3043aeb5d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3.0\n" ] } ], "source": [ "# Один элемент\n", "print(b[1,1])" ] }, { "cell_type": "code", "execution_count": 20, "id": "50140dfc-ea01-47ef-9963-a8015107da70", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2. 3.]\n" ] } ], "source": [ "# Все элементы по 1 оси, 1 элемент по 0 оси\n", "print(b[1,:])" ] }, { "cell_type": "code", "execution_count": 21, "id": "893d7c53-ce5e-46f8-a850-6f468131324a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[1. 3. 5.]\n" ] } ], "source": [ "# Все элементы по 0 оси, 1 элемент по 1 оси\n", "print(b[:,1])" ] }, { "cell_type": "code", "execution_count": 22, "id": "7dc3678b-b38b-4ee7-b6bb-4ce151ee570b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[3.]\n" ] } ], "source": [ "# Выборка и использованием срезов\n", "v = b[1:-1,1]\n", "print(v)" ] }, { "cell_type": "markdown", "id": "713320a9-99e4-4fd9-b34c-131beaa6eda6", "metadata": {}, "source": [ "В целях оптимизации срезы создают не копии `np.ndarray`, а так называемые представления (view), поэтому меняя данные в срезе они будут меняться и в исходном массиве.\n", "\n", "### Операции с массивами\n", "\n", "В отличии от обычных списков Python операции над массивами производятся поэлементно. " ] }, { "cell_type": "code", "execution_count": 23, "id": "924e3897-b2ab-40d6-9080-00aed26a2e51", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[0. 1.]\n", " [2. 3.]\n", " [4. 5.]]\n" ] } ], "source": [ "import numpy as np\n", "\n", "b = np.linspace(0,5,6).reshape((3,2))\n", "print(b)" ] }, { "cell_type": "code", "execution_count": 24, "id": "e337733c-0dc2-4f9d-85f5-f0a9ff265ece", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[2. 3.]\n", " [4. 5.]\n", " [6. 7.]]\n" ] } ], "source": [ "# Операция с числом\n", "c = b + 2\n", "print(c)" ] }, { "cell_type": "code", "execution_count": 25, "id": "0b848c75-03bb-4509-82b5-962879f9df7a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[ 0. 1.]\n", " [ 4. 9.]\n", " [16. 25.]]\n" ] } ], "source": [ "# Операция с массивом того-же размера\n", "c = b * b\n", "print(c)" ] }, { "cell_type": "markdown", "id": "38c5dd43-a78c-4b4b-b8b9-c3d46ca6fc3b", "metadata": {}, "source": [ "В отличии от обычных списков Python операции над массивами производятся поэлементно.\n", "\n", "Математические функции из `math` работать с `np.ndarray` не умеют, но в модуле `numpy` есть их аналоги (`np.cos`, `np.log10`, …).\n", "\n", "#### Конкатенация" ] }, { "cell_type": "code", "execution_count": 26, "id": "9c40f43e-e489-4e5e-9bba-49eafb453845", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[0. 1.]\n", " [2. 3.]\n", " [4. 5.]]\n" ] } ], "source": [ "b = np.linspace(0,5,6).reshape((3,2))\n", "print(b)" ] }, { "cell_type": "code", "execution_count": 27, "id": "79ad5785-26a8-4c21-9b91-81f1d4185918", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[0. 1.]\n", " [2. 3.]\n", " [4. 5.]\n", " [0. 1.]\n", " [2. 3.]\n", " [4. 5.]]\n" ] } ], "source": [ "# Конкатенация по строкам\n", "d = np.vstack((b,b))\n", "print(d)" ] }, { "cell_type": "code", "execution_count": 28, "id": "1821ce54-0944-4523-81de-dce67f0323b0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[0. 1. 0. 1.]\n", " [2. 3. 2. 3.]\n", " [4. 5. 4. 5.]]\n" ] } ], "source": [ "# Конкатенация по столбцам\n", "d = np.hstack((b,b))\n", "print(d)" ] }, { "cell_type": "markdown", "id": "501b7a0c-24f0-482a-84e9-f3c2726fd456", "metadata": {}, "source": [ "#### Итерация\n", "\n", "NumPy предлагает альтернативный подход к итерации по всем элементам многомерного массива по сравнению с обычными вложенными циклами. " ] }, { "cell_type": "code", "execution_count": 31, "id": "d35978ef-0ca3-4140-8a93-cca40b968b00", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0. 1.] [2. 3.] [4. 5.] " ] } ], "source": [ "# Обычный обход. Получаем строки.\n", "# Нужен вложенный цикл для доступа к элементам. Только чтение.\n", "for x in b:\n", " print(x, end=\" \")" ] }, { "cell_type": "code", "execution_count": 32, "id": "58096c23-da26-41be-a4c9-0409221c561b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.0 1.0 2.0 3.0 4.0 5.0 " ] } ], "source": [ "# Обход через np.nditer\n", "for x in np.nditer(b):\n", " print(x, end=\" \")" ] }, { "cell_type": "code", "execution_count": 33, "id": "9287543d-cf58-48f2-b2fc-cf84c7ec0110", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[ 2. 4.]\n", " [ 6. 8.]\n", " [10. 12.]]\n" ] } ], "source": [ "# Обход через np.nditer с возможностью записи\n", "for x in np.nditer(b, op_flags=['readwrite']):\n", " x[...] = 2 * x + 2\n", "print(b)" ] }, { "cell_type": "code", "execution_count": 35, "id": "9ed82c86-32aa-4901-b4ec-44c24da4f08f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(0, 0) 2.0; (0, 1) 4.0; (1, 0) 6.0; (1, 1) 8.0; (2, 0) 10.0; (2, 1) 12.0; " ] } ], "source": [ "# Многомерный аналог enumerate\n", "for index, x in np.ndenumerate(b):\n", " print(index, x, end=\"; \")" ] }, { "cell_type": "markdown", "id": "8a272600-eaca-4393-903a-ac40b174798c", "metadata": {}, "source": [ "#### Операции сравнения\n", "\n", "Применение операций сравнения (`>`, `<`, `>=`, `<=`, `==`, `!=`) к массивам `np.ndarray` вызывает создание массива значений типа `bool` соответствующего размера. " ] }, { "cell_type": "code", "execution_count": 39, "id": "ba430e3d-f22a-4e47-9319-89ed46cdb944", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[False False]\n", " [False False]\n", " [ True True]]\n" ] } ], "source": [ "b = np.linspace(0,5,6).reshape((3,2))\n", "t = b>3\n", "print(t)" ] }, { "cell_type": "markdown", "id": "a4207645-cad6-4b8d-a7a0-de5503223caf", "metadata": {}, "source": [ "Этот массив можно использовать далее для различных операций в качестве индекса." ] }, { "cell_type": "code", "execution_count": 40, "id": "54042f39-773c-4369-b3cb-e6f6ff80a4de", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[4. 5.]\n" ] } ], "source": [ "q = b[b>3]\n", "print(q)" ] }, { "cell_type": "code", "execution_count": 41, "id": "ee5de1da-6281-450b-ab9a-7ed3f97d8b58", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[0. 1.]\n", " [2. 3.]\n", " [0. 0.]]\n" ] } ], "source": [ "b[b>3] = 0\n", "print(b)" ] }, { "cell_type": "markdown", "id": "77c5172b-349e-40c8-9c1b-bdab2e7ee1b2", "metadata": {}, "source": [ "Маску можно использовать для любых массивов имеющих одинаковый `shape`. Их можно объединить в логические выражение с использованием операторов побитового «и» & и «или» |, а также использовать кванторы `np.any` и `np.all`.\n", " \n", "#### Чтение и запись\n", "\n", "| Пример | Назначение |\n", "| ------ | ---------- |\n", "| `np.save('file.npy', m)` | Сохранение данных из переменный `m` в файл формата Numpy |\n", "| `m = np.load('file.npy')` | Чтение данных из формата Numpy в переменную `m` | \n", "| `np.savetxt('file.txt', m)` | Сохранение данных из переменный `m` в текстовый файл |\n", "| `m = np.loadtxt('file.txt')` | Чтение данных из текстового файла в переменную `m` | \n", "| `m.tofile('file.dat')` | Сохранение данных в двоичный файл |\n", "| `m = np.fromfile('file.dat')` | Сохранение данных в двоичный файл |" ] }, { "cell_type": "markdown", "id": "2645790d-59ee-4da5-a56e-c2eddc12083e", "metadata": {}, "source": [ "### Что еще нужно знать о NumPy\n", "\n", "* По NumPy есть подробная [официальная документация](https://numpy.org/doc/stable/reference/index.html)\n", "* Для работы с данными содержащими инвалидные значения существует специальный класс `np.ma.masked_array`\n", "* Два числа с плавающий запятой могут быть равны только чудом, поэтому следует использовать `np.isclose` и явно указывать точность.\n", "* Классы `np.ndarray` переопределяют вывод на печать. Поэтому сделав `print` вы увидите только часть элементов." ] }, { "cell_type": "markdown", "id": "d038dfe3-114b-4a37-811a-ec6aef57eeb8", "metadata": {}, "source": [ "## Основные операции линейной алгебры в NumPy" ] }, { "cell_type": "markdown", "id": "345a4219-48a1-43d4-80d2-4db4bf032d6c", "metadata": {}, "source": [ "### Операции над векторами\n", "\n", "Положим что одномерные массивы a и b являются векторами в трехмерном пространстве: " ] }, { "cell_type": "code", "execution_count": 42, "id": "3d085e65-0c6c-4281-857a-cd5b0d808497", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "a = np.array([1,1,1])\n", "b = np.array([2,-1,3])" ] }, { "cell_type": "markdown", "id": "b164543e-f802-43f3-b117-18b89a94b1f2", "metadata": {}, "source": [ "| Операция | Запись | Результат |\n", "| -------- | ------ | --------- |\n", "| Длина вектора | `np.linalg.norm(a)` | `1.7320508075688772` |\n", "| Произведение вектора на скаляр | `2*a` | `array([2, 2, 2])` |\n", "| Сумма векторов | `a + b` | `array([3, 0, 4])` |\n", "| Скалярное произведение | `np.dot(a,b)` | `4` |\n", "| Векторное произведение | `np.cross(a,b)` | `array([ 4, -1, -3])` |\n", "\n", "### Операции над матрицами\n", "\n", "Положим, что `a` — вектор, а `m` — матрица 3x3. " ] }, { "cell_type": "code", "execution_count": 43, "id": "5f19e904-41d7-4989-abc7-1eecb91ddccb", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "a = np.array([1,1,1])\n", "m = np.array([[1,0,1],[2,1,-1],[-1,0,-3]])" ] }, { "cell_type": "markdown", "id": "1fa8a382-c79f-4dfb-a049-8ab56430c88a", "metadata": {}, "source": [ "| Операция | Запись | Результат |\n", "| -------- | ------ | --------- |\n", "| Определитель | `np.linalg.det(m)` | `-2.0` |\n", "| След | `np.trace(m)` | `-1` |\n", "| Форма | `m.shape` | `(3, 3)` |\n", "| Векторно-матричное умножение | `np.matmul(a, m)` | `array([ 2, 1, -3])` |\n", "| Матричное умножение | `np.matmul(m,m)` | `array([[ 0, 0, -2], [ 5, 1, 4], [ 2, 0, 8]])` |\n", "| Обратная матрица | `np.linalg.inv(m)` | `array([[ 1.5, 0. , 0.5], [-3.5, 1. , -1.5], [-0.5, 0. , -0.5]])` |\n", "| Собственные числа и собственные векторы | `np.linalg.eig(m)` | `(array([ 1. , 0.73205081, -2.73205081]), array([[ 0. , 0.11727205, -0.2405126 ], [ 1. , -0.99260257, 0.36940291], [ 0. , -0.03142295, 0.89760524]]))` |\n", "| Транспонирование | `m.T` | `array([[ 1, 2, -1], [ 0, 1, 0], [ 1, -1, -3]])` |\n", "| Нулевая матрица | `np.zeros((3,3))` | `array([[0., 0., 0.], [0., 0., 0.], [0., 0., 0.]])` |\n", "| Единичная матрица | `np.eye(3)` | `array([[1., 0., 0.], [0., 1., 0.], [0., 0., 1.]])` |\n", "| Удаление измерений состоящих из одного элемента | `np.squeeze(np.array([[[1,2,3]]]))` | `array([1., 2., 3.])` |\n", "\n", "### Вращение координат\n", "\n", "Вращение координат удобно задавать в виде матрицы поворота с помощью модуля `scipy.spatial.transform`:" ] }, { "cell_type": "code", "execution_count": 44, "id": "7c83dbdf-2e7b-46c4-83f2-8e64f869ac82", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "from scipy.spatial.transform import Rotation\n", "\n", "#Вращение на 90 градусов вокруг оси X\n", "m_rot = Rotation.from_euler('x', [np.pi/2]).as_matrix()\n", "\n", "a = np.array([1,1,1])\n", "\n", "rot_a = np.squeeze(np.matmul(a, m_rot))" ] }, { "cell_type": "markdown", "id": "cbac2768-8fda-47d4-aca5-7dea3beb5347", "metadata": {}, "source": [ "#### Способы задания вращения\n", "\n", "| Способ задания | Описание | Пример |\n", "| -------------- | -------- | ------ |\n", "| Углы Эйлера | Последовательность вращений вокруг осей координат | `Rotation.from_euler('xy', [np.pi/2, -np.pi/6])` |\n", "| Матрица поворота | Матрица направляющих косинусов | `Rotation.from_matrix([[0,0,0],[0,0,0],[0,0,1]])` |\n", "| Вращение вокруг вектора | Вращение вокруг вектора единичной длины на данный угол | `v = np.array([1, 0, 1]); Rotation.from_rotvec(np.pi/2 * v/np.linalg.norm(v))` |\n", "| Кватернион | Запись вращения в форме кватерниона (x, y, z, w) | `Rotation.from_quat([0. , 0. , 0.70710678, 0.70710678])` |\n", "\n", "Библиотека `scipy.spatial.transform` также позволяет преобразовывать одно представление вращения в другое методами `to_euler`, `to_matrix`, `to_rotvec`, `to_quat`.\n" ] }, { "cell_type": "markdown", "id": "5fc581fc-0195-422a-bf39-885d64c95579", "metadata": {}, "source": [ "## Функция на сетке\n", "\n", "Важная особенность `np.ndarray` — возможность обходиться при вычислении значения функции без циклов. " ] }, { "cell_type": "code", "execution_count": 46, "id": "379efac1-9216-4f51-b6e0-a8dcd8098490", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "def f(x,y):\n", " return x**2+2*x+6*y\n", "\n", "s = np.linspace(1,7,3)\n", "p = np.linspace(5,9,3)" ] }, { "cell_type": "code", "execution_count": 47, "id": "485f2ba9-9ba0-4934-84bc-b49422eab3ce", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 33. 66. 117.]\n" ] } ], "source": [ "v = f (s,p) # Функция f была применена поэлементно \n", "print(v)" ] }, { "cell_type": "code", "execution_count": 48, "id": "5969b11b-8f5d-454c-9a97-dea49b5b8ef2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[ 33. 45. 57.]\n", " [ 54. 66. 78.]\n", " [ 93. 105. 117.]]\n" ] } ], "source": [ "S, P = np.meshgrid(s,p,indexing='ij')\n", "v = f (S,P) # Функция f была применена для каждой пары из s и p\n", "print(v)" ] }, { "cell_type": "markdown", "id": "085ecbb7-b9ec-4298-84a7-659c7adabf69", "metadata": {}, "source": [ "В случае простой подстановки `f(s,p)` будет массивы будут подставлены поэлементно. В случае подстановки с использованием `meshgrid` из массивов будет построена сетка, в узлах которой будут пары элементов и функция будет рассчитана для каждого элемента сетки." ] }, { "cell_type": "markdown", "id": "90393cff-8a3b-4721-8a41-075fcac5c9fd", "metadata": {}, "source": [ "## Дифференциальные операторы на сетке\n", "\n", "Для расчетов производных на сетке будем использовать модуль findiff" ] }, { "cell_type": "code", "execution_count": 1, "id": "051d66af-d73f-4348-9c59-daa5683afc91", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "from findiff import Diff\n", "\n", "x = np.linspace(0, 10, 100)\n", "dx = x[1] - x[0]\n", "f = np.sin(x)\n", "\n", "d_dx = Diff(0, dx, 1)\n", "df_dx = d_dx(f)" ] }, { "cell_type": "markdown", "id": "463271de-11fe-43a3-a1bc-bdd8c823b68b", "metadata": {}, "source": [ "Объект `FinDiff` реализует дифференциальный оператор, аргументы: `0` — по первой оси, `dx` — размер шага, `1` — первая производная.\n", "\n", "`df_dx` — массив `np.ndarray` со значениями производной `f` в узлах сетки. Модуль `findiff` не изменяет размер массива т.к. на краях применяется схема дифференциирование вперед или назад соответственно, а по остальному объему массива используется центральная схема.\n", "\n", "### Дифференциальные операторы модуля findiff\n", "\n", "| Название | Значение | Запись | Вход | Выход |\n", "| -------- | -------- | ------ | ---- | ----- |\n", "| `Diff` | производиная | d/dx | скалярное поле | скалярное поле |\n", "| `Gradient` | градиент | ∇f | скалярное поле | векторное поле |\n", "| `Laplacian` | оператор Лапласа | ∇2 f | скалярное поле | векторное поле |\n", "| `Divergence` | дивергенция | ∇· f | векторное поле | скалярное поле |\n", "| `Curl` | ротор | ∇×f | векторное поле | векторное поле |\n", "\n", "### В 2D задаче" ] }, { "cell_type": "code", "execution_count": 2, "id": "32f69fbf-b266-44b6-b1e8-69d9520204db", "metadata": {}, "outputs": [ { "data": { "image/png": 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mPF+Owh3eBEGFzUvcL4WHreNCPZ0Z4gURgMrlZsjhegBKh/buLLU0C7tGt0IRMCFQ6xKqA7hFBCXYfL4ig4RoI4ASX3h3mqs54HcabgKFsPcFf2CHxtO7APWb6WJbAwuEujRByCQVSUvSdltUtPrKFsV/I72UT7DEvi9cq+WswM7wExlWWgdASXLgYICYZp/mb+w9xQGvF41bWOOuAGY6u0pY33q3tPysHcZsAIY46jB6ByaC0Z86kW8UH9Lt53/fPMPqt37HlOojAcc6VcI99N9TKYRVGE2dOpWPPvqIt956i7Fjx/LnP/+ZJ598kmuvvTboc1ZGR+FSKjE6nCR0E213LHa9hoM5ws2fvLN702Bv7L8+BbtZRVxeBzkfhjf0OPqRNrR5LtwxCpoeCOzzOZGcfTWY2h20ROkpGda7+SPFV5WiPDYal7p3IRPdLjzUjRGBfSJdUUkSbe8NWuGFqseFDumLeCC5pHQ9T259jqUVWwOO9fs7ozt7f/mXJfgSr2sDm5dLxgrfdda+ehRuaebkmgt9tR+XNaOtCf99N+x1YFlrx6uC+muk1b4DmLxfeIZ3jQzsSM+obgSgNLr3Z8Fss6HxrdtGY+9zOlqNRNr6blEbafXVz0nw9J/gP5YYp7CxqdUENuGfiMu3iVKKiJBrMvnMxh3SP2fYPXbnnXcee/fuxWazceDAgR7DusXiVKsp8xW7HFJbF3D89twMAHKDEEa2GA077haOn/JkCZr28Dywxq9sWF4RXvr1T0bhThIfQecnd6MQ7LFrejoeVe9fq18YFST1XGTST2y7L0LPHPjl4d/xO5XSzAo2pRaHL4It0hPYFxhyvF7+Xf0Gj9e+R4TE66dYG5nYXERKZ2PAsf6XXbS1d42nJFF4gWZWNwQ8Z+XQSKwmNYYOF8mF0nx1NReasaWo0Ve4mHRlBbqK8FZkSHpW2Dw2XmDEkS5tjShcHiYdENb4trEZAcdnVgjfR3Fs7wVkYzsEi0mbTo9D07upUePxa1DSn89ajeAKSPRKM3+GimiXcN0miQVw4ahGrw2g0QM0moTzx7ZL/5yDMnykKF7w32TXBRZGO3zCaPLO0qBMQPuvSaY524CxwcmkZ0+O7usr6jIXsT7zXMsdJqwLpJnn/ORuFITtjpmBH9TUkmYACpN6f1A1LldX1F2DOYC5A9D4/DdOlcSHVaGgxReNFukJ7LQPNUavg6HOesbZK3FIdKO6FMJnVXsDP6hNPmEUE0AzKvYJo8TmNgy23s06XpWS4rHC9zhkV33AORyL26xk1zupWNPVGEqcTLqyAn1peASSrtBJ1Fe+Aqc/lq75Jx1sxWRz0GrSk58ZOEw6q1IQ5MVxvW+44nwvzQZT4Je02qcZBCWM1IIwivcOrGbUqJYujBwq4ZkQY3o7mJLMzowMbBrpRY9Pe2G0f3QKNp2a2MYOskoC7zRPxKtRsuk3gs137KuVWIpD+LJ0eom7uwVVixf7JA1Nv5K+UAAMlQ4yCxpxKxXsntZzCXw/fmF0JIBm5DfRuZTKgCHgAGrfzimYh9UvjCwDoBlFeIRgDrtChUOiVuffNapF7Bob/JpRZ++7xtYIA02+gqmZNYHXbNEEnzDaHfh5OBFbmoZdb6fSmaXxaUjlGApD79dIfK4NhRdaztRjGyn9RZW5TbgP20enB3S4A2T6hVFs78nuMT7NSJQw8q/vIPyKfvNY4kCY6bxeov3CKAjNyCVhjT906SVc+rN7WTFmdMCxJzIohVGhTxgNESGMHFo1e8cKSWqTd0g31QGUnRFD2dxoVE4v0x8vCuoc3WF5uRP9Dicei4K6/0SCyLI/J5K4RjB/5I9JoD2y98oLACmlgiZWmNj7gxrb5lvAEcbj6k71xFEznXRh1Kr2aUbe/hdGZp8AbOuuLn4A3FI0I4NfMwpswvCb6rJECKNCvzDaI00z8mNP0bDrnVQ6hmvRVbuZdGUF6kOh05A01S5iPhBewtV3Ssud85OxTTC7bRsbOBJX6faQXi342wKZ6eI6fJpRRGBtzf8d98VMlzAAZjqjx4HeK2g1TerAFo4T8ZvdAwXe9JVTup9RT0jRjEDwG03dXsLknSV8cEluUNfc9JtsUjc2k7WikYo10XTOC86cdixt1xlRF7mwzdHhkmhDP5akVYIwEmOi09hdJFQJ4wuSxQojcbup56acRZStg5KowL6oE3k2+xx0JTWSSvGECr8waldIF0ZdmpEI526jL7IrxuqLBO0lr6U4KZaJBeUMqQwsYIrHxuFRKoir6MBSZ6U1XnqkmiNBza63UplwfQURBxzEXdFIw5sxOMdI779zLLojTjIebELphLZpOjoktEPxo3B7ydjhE0ZjAgujlLoWNC4PdrWaKktUr2Nj28VrRvtiMvnbxIupM/R+zu5YZR7JHkM6VQ39H01nU2q4deRPiHJ1YBdRQ/FEunxGQUTISWFQC6P0hkY0LhdOde8fY/ukTGAtE3eXo3J7cAdw8HdH81Aj+69JZtyrlcQ93Ebp11oI0JnyWFTVbnCBO+3orsprUND4qPTolmNR2j0kbBCExk4RwiipohWlF1oMeuoDBCXEtgm72UYR/iKA5cMmihrXHUWmJNSa/ksuPha/ma5NRH25E+nyGXkCP6h+n5HW7cbksNPRQxM+gCOpwhofVhE4p80WoaFyWCRph5sZsqeeXWdK704L4IxVsevNVCb8qBLzXjtxVzZS/0YMzgnHCKQAQtSPqslN8r9aiX+tHYUboaLIz4PbaCTkt6Jvc9Fu0HJoSODQ5C4TXUxcQI0+RoJmVGpOoNQsfaMF0Kg206g241X0f0Fgj0JJmT6OMnrXEntie9JQOrR6ys3SkpSlMijNdDWRFjq0WtQeD2mNgaOYjgyNp8Wsx9TpYOSh6qCvu+OuDGxRanSHXUS+ETjjXWHzErmsg9Qz6kg5qx7T1zYU7aF94cZu60Dd6aEx1kjR8MCLxe8vKkiKD/hS8WtG9SKF0WClL5qRQ6nGptR0met6w6bR0ulz7AYy1eWnCk56McIIoHCCz3QdhN/oWFxRKna9noJ9sgavQYEn6oQ1olBg+MRK5B9aMf+9Df1XNhQtx6xpp5f4l9oYM7+ahJcFQdS8SM+Bb5Jony79/sJRE93O0RmiNpL+SLqSAP4igDgJPqMfKm+NPoOH5lzDtmRpNe2kMiiFEQqFJFOdR6Vk5yRfVN2OkqAv64hUs+1ewUwQ+/d29NscKKzdROj5ovYiPrNh+cBK601Gqr6IpeMCvSRtSgxJKwWT286Z6aJ2rEcj6QI/qEc1I3EP6pSKI0ypOIJeQgsJPxmdtVzWsZMzrYcCDw4xXhQ0Ko00qwLnUp3IRxmzOPvMh/nbmEtFjW80ivMb5acJO/BhFXWi6nwVjhd2vdm7g/MbHYvboqLh9Wjq3ovBnXmM1cHrJfbGJkyvdqJs8qDd7STifx1o9gn+JW2Ji9FLqkl/uBl1iwfrSA35b8RT+EI89iHBm/uOBi8E1vwBMqv8Yd0i1riEaLrkjkYm1+aT0RZcI8jzm3bwE/tmYjz9W3x5Qlsx11avYWJb6Pzd4WBwCiOgKMG3ExSRawSw3SeMcoMMYvBz8Iok7CPUqJq9pF/SyNBRNWQurCPp7mai/9OOptgFCgWqWjdxj7XReG8EbTeacGWo8egVePUhFkarff6iGeIeVCk5RjFdOUbiNKN/frWMFz55lvhO6S3bh3TUcGvHJpbYDkg+tq98HTGWa1Nv46mYM8N+rSaDz28UQBiVJsZg06jRO12ki0h+LZwoCKP0g01obH237XsjlLizjjd/m//ZjqrcTePz0TQ9HUXDqzE0vhiNa5gwzpmsAi84Y5WUPBrNgS8SaZsdnDbUhcdLxnbxwQsAmRW+duZxIoSRz0xXL8JMd1bZTp5a9xzXHF4tah4nckHzDi5yHiTd07+9jSa3FfCj6tXMaAmu9qPC60HjdqGW6DPSulykNzQwoaxc1PhB6TOC4IIYAMbmVaK3OrEZgtupedUKqp6JIv4vbej2OFHXe9AecaM94sb8KdjHanBmqdEUu3EnKHElqYj+YyvG5XZcQ1TYpmlpu8aAJ056RM6JmIrtmIvseNSwR0RINxyjGQWIpIOj5WjEJLwCosuqdEezRnhJD0jSaz8iNvHVo1RSkBLPmJIqhpfXUJLUuwm2MdlEU6KR6JpOcrbWsH+u+DYHonB6MXxhx3qeHsOHVtQFLhwztViX6EGnBDd4tQoK/xuLI1mNxxKafW58QTvGZicOg4r9w8T1Ecqs9JnpYsQII8FM1yhCM1J1RdMF99lqNRbSnY0k9HOuUV/CugHu3/oJVx1cx4vjFvHfSef0OlbvcHDp1m1cunUrw6tr0DudOFUqxITUDAphpHQqUJ5QsLLYt9CG1tShdB79W6uteyd0a0wiVfEWkutaGbajhg2Tj3abLXVIc8zlZSXC84JNX1vnxJJnw3LAhiXPxoGcBBxONVHeTkxGG4qX3VitKgr+nEzkLivJ77TSWajk0N96f7CKHYGdjZO+F7S88snRlKuiIdB73Osl2RfWXRCbiMLR+0PVZabTR6BwKFEEiOxU+8xJLq864NgT6Up69dpQBChRdBwBKjKfhJRzi2B8UxFXF6+mKCKR54YLD2pvn70rvLu9o2uc2979nPKTExlTUsWwknq+GXd0TLWt+0CADfOGcO57+xj7RSXfTx113N8KHcE53v2o29yk5Neg/MJBxzgdKNQYX7DhPKSk+L7Yo8WGh/gOEBEZXm4P3CBv6CbBJFYwLp52tx4CrCutw0lKnbDGSyLjUfYyD63LicUmPDSNOjNKZ++9pvwtKVwK1dFxEgSTP9coQWGVVvw0QIDWSZxgro9xCc9xkyaiW1N+oK6s/iAdrdvVNfbYd+6x/OTblZyzdw87MzJ4ZdY8ChMSaPd64eknA0570Jrp8hOFqJqRVZXiemcoFKyfLDwpZ60NnSnIEa+h/gwzhXfEs+updBxxwsJpHa0nensnid+2UXxHDA3zTBTeG0fhT2OJW92BKb+Ppfu9XkZ/XAVA4XxxUTJp5c2YOh04NCpK4wIL4JTGZgBqIwNHQelczq7wZpuE5np+/J1S9d7wlqTpjlsbVvNE5dtM7ZTWGgDA7LQys/4QE5vE2ePrTMK9TG4LbHrLSxc2LBMKxVX+WLNEcDDPWFlITF1od9/qJuG7bZpj4PBjCRx6PJG6c80kvd9G5ObwVc0Yv1Yw8RycKq7A54jSWpReL00RhoB+oKTWZgBsanXAbrAAel+LeX/BVKm0+HLpzN7+bdth9EWLtquCM5la1cKGz99+vCdmFBzh3N27+GDyFP540aV8NnES+1PTRJlLYRALo8OJSbRrdVhsNobXiIuQ+3yh0Bxq8boDGKzhjff36JU0TDfhNimxJR3d2bSO0WNL1hC1tW8PcPKeVhIPtOHSKsm7UJz5Yvxe4cE+MDIJR4CdmdFuJ6XZp0UlivAvWQVzh02lpl0rfdErfDX+vYH6VISBDGcDY+yVRLmlO5abtD7zokPcy78oRriXWU2BzcubRwiVP6YfLkIhYsNVMCqBvAlJaFwezn1nj6j5iEVb78IRp6JhoQmvLwinfokJe4qayG3hEUamZhsjtwjP9s4zxflEJx0WBPfu4WkBA3qyG4TvoDgmcGQpQJRdMHc164KLLvVrU55+XuP+6wV71QaD4E+Ltfbe+WBYTTUtRiPPz1+IXaOR3Ll50Aojt0rFLl9fpCnF4nalu0elUZwag9Hm5Kx14XeUF9wVBx4vUcc8rOpWN/pKJ53Z0pPPjmXCm8JDd2hpIrYocecav6cCgL3jAvsTsn2BIQ0RJloCNOADiOv02d4N5qDah3e1fpZ8ZN/py8Pa7Ks4Hu0Ql1lfHC3sErMaA0dk7c1KpV2vJarDyqhycRuuj6+bCMDijw9gag3dDlzhAZdFicdw9JWh7PSgavfgigqt6dPPpBVlqNxeSkdEU5shLkfJL4x25gTOtcpuEL6DolhxJswo34ajWRec70XlaxzW3xsu//WUQT5d9Qbh3sdZew9Myk9MIrWpkYyG4yM69Q5xG/9BK4wAtmUJO8dckcIIhYLPzhwPwIXfhXbn2B2NU4y0D9eT8391RG3pRF/uJPGbdlon6GkdH3yUkaHRQc7XQvLcrqvFBS4AjNsnCKM94wMfM7RGEEZitCI4umtqMEovgglHBcFAaEbHXl0qTT5hZHQ70LkDP3TFPs0oqb0Fg6N3YeFWqdg6XFjjMw6KMyHumJlByZAYDFYnSz4KXWfR9pE6VFYvCZ8e3R2nvtaCR6ugdXzfq5F0x5RvhTSMbWdliT7G3GnFo1CwY0RgTaoiMoZvR4xlW+aQgGMBouw+YaQNTjPqakHR35pRgIZ4gRArjPakp7M9K5tlLz7H7z77hBvXruHW1Sv5xfffirrOoAhg6IntWVkATCkuFn3MZwvHcefrq8ndX0ZGRSOlqYEbdQWLV6tkz+MpTPhNBSMeqcVU4KBthI7DDybgNgW/D1DbPBw+OxFLhY2aceIqOMTXtpFS1YJbqWDfmBQIkG41xCeMChPE2XvzY5J5bPbFtOmkl6IBqNNauC/uUoI3JgSP/2ENplWyVaXFrlSj87iIdnRQbehdS23VG2kwRBBrbSerqY4Dib1vDDaOHMKCvYeYeaCAlxbPCTwhhYKPr5vITx9ewbnv7uXzq8bj0PX9MXeblRx5KI7MfzWSe2EZjgQ1hmIHpXfG0D5aF3KVVt/uYMgeYQ1uP0t8Z+hbf/sjIjpt2LVqCGD8+HbUeL4dNV70uV/PWUByZyNFlsBVw7vj3dgZfO1Op00RHuHdE0+nL8XgdlClC+5d5xdGsdY2FF4P3h4KxVq1Oh666FJ+vGoFI6qrmFxchMluo11kkNGgFka70zNxKZWkNjeR3NxEVVTg6Jy6ODMbJw1hzvYCzv9+D//50fywztGeoGHX86kYCxw4Y1Q44vt+y9tS9Hz917EQIArmWPz+oiPDErAaAy+OoTW+KCYRIeAAFZZY3h0r4mXZAw6VhoNacb6vUOO/i0GJQYWCJm0ESbZmohztVBsCr8HimHhiK9rJbqwRJYxA8BspPR48IqK31p85lKuf20JCdTsLvjjEN5eMEfdZAlB/lglbqgbLThvqNg8l90TT5tfwQ1y2zBah5ddfX8rwHTU0pEozi7UbhTmF2ni4Im1Cn45vVptoVgVeH6GmTC/uGe6JBoOZ9SkjaTBY0Lrd2NU9r8HGiAgeO+8CYtva0Lmc1Jst2FwueOh3Aa8zqM10nTodeSmC/yNXgnb0yVnCbuj87/eilNgdMxi8agUdI3QhEUTHIaKUvp9xe30mOhH+IjiaTFwo0kw3mPF2+YyC2943a01YVVpMLnE+Gn8QQ3ajiBYomSm06XVEdtoYVVYl6vwetZJPrxZenBe8tRulK0RrXKGgfYyOyusiKf3JMYIoFHSjlVrNWvacEVydPZnQ4VaquG/hrTwy8wrsYiJlvV4azGYqo2NwSAhLH9TCCGB7ZhYgPogBYPX04TSbDSQ2tDF9V3F4JhZKgrT1HsuEPX5/UWBhpPB4usx0YjWj8dXFTKoqxGwPrtSJxdnBxe07OadjX1DH9wWbQkOHQhtUnxqAu6fewTkL/8T22GGixhdH+yPqAgcxuFUqtuZkAeL9RgArzhtBS5SexMo2Zq6UHrLeb3i9QsWIIIJe+hOj08a0mkMMbRG3IeiOGW35XGfdwThn8OcIhjnNB7i8Zj2Z1uDKGEkmyO9y8AsjXxDDZAnCyKlR8/UZQvOnC7/bHZZ5hYKUHc0oHZ6jX26QQsnSYu1qLOjv7dQbyc0tGJxOHCpVV4v3QNy36TNe+vQ/TKs4EtQcYx1t3N66nuvatgR1fF94IuEcLsu6m+XmcUEd75LYkK8rvFuEZgSwyWeqmylBGDn0Gr66bCwAF72+KyQbmnBw84Prueg/u4iuHpgOqGLJbq3hHxte5LFNLwd9jmntR7jOtpMxrv6t3L2kYSe3Vn5PTmdln86jd9kxOMOXI3XaCKOR1VVEWMXnO3x8lmDGWLDxMIaW/u8xEogpLxZz3v17mfHfIuIP+CKYFAoUbukvFb+JrjgjhpaowGHafn9RaVwsbpEtxP15Rg2G4MJelQMY2t3f+MO7M5vqUIjog7RhpFAtZNqhInEJ3j6+vnQMVoOa7CMNpK5tDmqu4SR7bx1TlheTmt/Eklf2k3r4mETgEAtPtdtNWlMDF+/ewvWb1zC74BBmm/j3RXRXjlHw1b1VA5RL11czNMCvtnzAmrd/x1UH14oaP7y6moc+/pD7v/5S9DUGvTCqs1goiY1F6fUyqVR8Re5DQ5M4lJ2A1uVm3FfiCvn1Gx4v5mo7aqubtG1NzPp3AePeKUfh8uBVKTBXSEsyHL9XfEg3INlEB0fzjBqMwfWsGcik174ytf4wj+18mZuOiAthrYiMxalUYnQ5SGwLXDQzLyOZVoOOSKuN0aXiTTztFj3fXSCUBRr/fIXo4/qLpkQTVUOiqM6OZMieOs5eto+cbUI+VWxl75qSyu0mq7KehMZjwo17EGAxHW3cu+orlv/7UW5bv4KzD+zmD1+9z3sv/pO/ffQ604vyA841ypdH1hRkWDeA0rfxcPezSdKfRxdMtKifNq2wiY0NEN7tJ6qzg+s3rue83TtFX2NQRNMp7AqUvXyBO9KzyWxoYEpBMWs7xDs83503md8XfcWYD6t46/zpoo+LVEkTBhqphdoA50IVyjIva67IYe4H+Yx4pxYKFYxbU0Fjsol//3vhceMbO3rWeEbvEtTzjTnZXeOUtp73IUN93UWLYhOOG9dTnS+D047RJWiXTZqIo+MkrP2jSa8SH1QJQRw9cXnzFiZay/jCMp4NpuN7tihEKCLR9nZm1h9C43Gj8IAqgKLtRUW5JY7s5lqG1tZyxNq7r8mDiq1Dh3DmvgPM2FfEN7NH9Tr+WF66YDZnf7Cf5C2tdGzWUTpeXB3GDo+08OMml/SX9B5TKoXpcXy0aCLGWQ6uf3Ez098oZNarBYzbXcE1H92CS6PC6/uOHZ2C83xiQSnXrdjMJRt20m7Q8fKiWfzjkrNOOr/Jtw6v27yeOQWHuOOKWzmYkEpiWwuxHW0Ma6hmRnE+D379Ef+Yfy6rh41B0UNUYLRVEI4t2ojjx0h4wR/dcClBin9Sqi/zhDkdl2fUzXyVIiIhG7RC/mB8ZxtKFyjtvT93RZFC+HtaUxP6DnElvga9ZgSwPUMw1U0pkeao/XTOeBwqFUMO1pN5uCEcUwuashHRRNd0oHB7ePHR2ay9ZBjj1lQQU91BTZaF2ApxGf+mTjujCoXd5vYx4kqqDK3zhXUnSEt4taq1dKqDy6HoMtMNgGKU7agn11ZCokt66ws4mvgqtgoDQJEviCFbRBADwKbhgt9o1qECSXOrizezfKHgHz3z+f5vzxGIoqFxzF15hN256Tz++8UkVreRu62UdWcMw6tQdAmiY3nozc/Rulxc86tbefBHF3L1qi3c+O3648YcWz5pQf5+Ph47lXVDRlEfYWF/cjprho3mpWkL+OUF13EkLolbNq0k0tqzNtZVfaFPmpGvHFA/a0b+DZ6/AkQw1BuEfMZAia9+Gk0RNBsMKL1esk6oyNATp4Uw2pQt7CxzS4uI6BTfgqDJYmL5NGGXefFLO04pJ69Tr2bFtaOY/G0pbo2K9ZcMx9DuoDrLQtbeeq58fCujNwR2SM7eUYDK46UkJYaaeBEJsl4vY8oFs+XhJHF5P8ntQsn+GmNk0JE0Wl/bbscAKOtOX1VijVe6BgtQr/NVY7Y1iz7mSJxwb0fWiTOfrRk9AoA5B/MxdErzcb5+1XTcagWj11aTsyH4TschxfeslWTFkLtVMK97lAoyShopyY4lvaSR617eTGzd8QI+90gJWTUN/O6Gi9k0agifzpjIC2fP4Zbl64luOypMLty0m4nlQlBTlSWKpLbmk+egUNBiMPHEgvNJaW1iWF3P9ybBKhxfrw/ODA1HC5ZaCb7RYDDYfQE2Ok/wRYirTVEApHQE7qwNgELBocQUAHJqxJmWTwthVBobT1FsPBqPh1l7pWlHz104F7dKwbTVJZz/WvhLBEmhcHwcQ/bUEVXTySVP7qAjUscTy5bw3fWjMbY5aE4IXO1gwSahc+qK6SNEXTOzoYEoqxW7SsXBZHHCKK1V0CrLLeKqh3eH0S08qJ3KvtXsCwarUng5GDzBBbL4E13NLhsRTnEm3H0Jgjl5TK24Zo+HUpIoTIhD53Ixc4u0NV6WFsO6q4UN24WP70blDH9uXUB8m5Yd0zKoSIsmqbKFf9z5Hl9cOI6f/+cyDo5JYtaaAsytx28uF+08wKpxOXToj66TZWfNpsVoYP4eYa2brHb++fx7OFXCS/jzMZO5aucGbt68gsTW5pM2nRqPi7iOVg4npPQ43aROIbiiyhh8xZZIXyHeFmUI87NE0K4S3hMR7uB7hZVFCM92rK0NY4Dq3X72pfjWeNVp3lzvRFbljCJ7Yx0Ldh5m+fTRoo/Ly07mlftncvPfNnDlf7dSmRXF9nniy4+Ek/o0M9uWZHHtXzYxYksNzz8+F5dWxc5FGeybk4JT3/vXp3a6mbtNCLVeMVOcMBpfJrwc81JTcYpMWNuePIxHZ13aVd03GA6Y0/l17EW4Qp43HxirQnixBdu+wqbS0qiNIMbRTrK1kVKiAh6zP1EwmQ5prMFgd2DVBRDCCgVfTRrPXd+sYMHaQ6yYP1LSHL+7fTS5X5SSUNzG7LePsOb6HEnHhwunWoWl1cYL17zKjqkZvH7TdFwaFS/cNZeVZ42geOgxGxyvl3aDnsjOarROFzadFo3LhUOj5vuJI7li3XY+mp3LFWu3URofzf5k4WX49cgJJLc2cfPmlVy5YwObsoazKzWbZoORsVVlzC46yNoho2jTG4jtoZTEa8MXktley2FLzwIrEI+lXEhMfSXlSnElvELFZ3GTWRs1iipt8NUfOrQGGnURxNjbSW+rp5zAJv99qcL9H10pTvs/bYTR6pzR3LRxDWfsPIzC48EroenVd5eMJq2gicUfHuCuP67koefOp2yYtIZ74WLbkkymf1nEhguHstfXvVPh8QYURABpNU1Y9VrsWjV7c8RVXiiOi2fZnLmUx4jfAZZGxlMa2beSI60aI3t04ou+hhKbTzPS98GMUaWP7hJGRzvM9Uy9yUKNKZLEjhbGlpWzdVjgY76aNI67vlnBjC1F6GxO7Hrx5h6bWcNX947lij9u56z/5rHznAza4vp3h94dHrWSl348i/nfH+ajKyZiNWlRuj14VEoKck7wWSoUPHPuGaTXjcem04LX27Vh+mB2Lj/6fhNjSiq5evVWXjy2jp9CwbLpC/hmxATOPbCDeQUHOPvgbjwKBYWxiWxPH8qrU+b1Os+1yWMRF9TcM7WaSGrVwZmC+0KZPh5xHbF659vMiWjdLmxqcdaLPT5hNKJGXH7TaSOMtmYOoV2rI6G5ndHF1ewfIm0H89p9M0kpbWHstkp+8ctv+f2LF9IaE1zRz1BSkxXJv59aQFuMvsu00Z1TtzuK0+JY/NK9JNW3iD5mb3o6e9N/WCVYbAqfma4Pjf2qDDFkddRicotPCtyfmE5iYQsTistECaN96amUxUaT3tDE9G1FrJkjTbvZdkEWM98tJD2vibOf3sd7f5oi6fhwkT8ygaKhcbi0glbsUfWykVQoKEuI6fq3n9KEWL7JHcN///06Ue2dvLpoJqaDxx9aGRXD8zMX8fzMRYAQ8q1xu6mxRIXy45y2/DP3Iknjy6JjaTYY0IrM/zwtfEYATrWaDUOFh3PBjkOSj3erlfzrkYVUp1mIr27nZ7/9DrWj/3cx3VGbacFqDs6X4lUqqEqICu2EjruAl6VHtjG+pgiVJ/j7Nba1hHM79pLj6N/sdBB8Rm4UfUoKfHzUpZx3xkN8lSL+Bb8vQTB1TCgRuW9VKPhyklBXccHaw5Ln6FUq+Pg3EwGY9kkx6XtFOqPDjULRJYj6wsczJ5JW38z7cyaLGt9oMguCKEDgUlJnIzNrDpDaIS4qrDsi3DZuqFvD+bbQtfUQS7yjhfPqt7GosZ+rzSgUXX4jMZw2wggEvxHA/J3SH1SAjkg9T/xtMR0RWkburuHmx9cPSISdvslB2qFT5EURgBhbO39e8xYvfvGfPiXVzW3Yz90tq5llkxa6HAq+jRjLeVk/47GE84I+h1MlvbPl/kThQR0vVhgBX08SShbN3nQErUN6qezS8bFsO1/wiV70150oJFR+DxXaDhdn/OcQOltoW8xvGjWE+f93P09dsDDw4GMJ8L3NrDnI41uWcWfeF0HPLd7ZytWNG7nGKj4JNFSk2Bu5p/wrrqjd0Odz6V120tvElbECTj9hFN8mLrZ9dY4QuDDxSAVptU0BRndPZVYUTz+8AI9SwfwvDnPO2/1buNNcaePy67dz753fk1QUODt/oElrFXaLNaaoruilYDD4GtP5gwn6E69CMSCFOvf7Iuoy6xuJahdXm21XZjo1cWaMVidTtxcHdd0v7x2LzagmY18Tkz8TX7UkVJz1RB5n/DefBx8UXypGLCWJcTSZg88F6g7BD4io9iA94Y+ka1X2by8jgHaV4BuUYkLujiHNVax6/3c8/+3Too/Zm5pOoyFwCTIYJMJo0YG9osbVmS2sGyfY3i9buSPo6+2Zmc7r9wgVGa799xYmbAyF+y8w0QUdXH7dNmIKO3Ho1QOSACqVdF9Yd5mlbwEfJl/Y6UCEdocCk8vGI7tf5bnNT4muH9emN1ISKUSLjS8VF/7qVSpZPVcwR88PwlQH0BZv4LvbBSvC0qf2omsPrYbSG8PW1DD5fSFi891rxZnTumN0SSX/ffp1ztqRJ+m45JYmydaOkIZ1K/rfD+0XRn0J7QaoMgmfP8rRicUqrjr/9yPHcubPAvcygkEijCZWiMvFAHh3obDAL1u1E5U7eB/G11eOYcUFI1B6vNzz+xWkFgWnaYklcU8Ll1+/HXO1ncYhRv7+4mJqssIXAqp1ubhk61Z+8eWX/P3NN/nDxx+xeO9ejHZpu6e0NkEzKjcHn2MERzWjzgHQjBKdLTxY8ym/rA1+p25VaZnecIjh7VXEd4jXaIMx1a3yBS7M2XQEtTO4Nb7u2uHUZkZgbrBz7r/29ou5ztDs4PyHhFy+Tddns3dS8NGTF27azTnb93PxBvFmr5iONr5/9s+sefohtC7xAtgvjKqNwWtGFrfgxG9R9H8EY4dPGOk9TtR98OtaNTrq9UL6RnqTuIo1HqVStNVhUETTjSsvRSVSqH81egKNEV+Q1NjKrE3FrJgYuI5XeXtUt79/5I6lxBZ1MGFvOT/9xffc8fS1tFoM6MQUczoGtbL3BTBqcyUX/XIXequLwjGxPP3kQg5okkFkdRmVy83EDWU0WkwUJcfSqdcJu79eFsE/33qXGYX5VEdGURYdw7CqWubnHaRdr+eb0eN5edY87JrjQ4dVjpNfWBnNgjCqMMWe9HcpTd1MLuELtirCnJ3eza5Y43Exu/MIbUrdSX+X0nyxRhdFqq2RjIYG6rVRoo7Ji81gKTuZUFiOslPc3nB15jDqoiKIb25n+MYa1uUG7qNUYDx5s/C/u+fx+19+ycz3Cok62MkzvzmDikzhhdvmkvbSbHUGHn/Pn1ZgrrdTnhXFszefQU27tLw0RYfwulJ4PJy/SRBqn07K7fr9iZz4zhhfKgj8Vp0Rt0uDqpvHWOk6eX0k+4RRjTbq5L+L1LIiXX1IeBVR2f04Tqjs38nRDZ7JaaVFfbwZU+UUvxGpMsYQZ2sjs6aBgzEi/UEi97eDQjNKbmsRMqdF4NCo+XBWLgBXrd3ap+u6NCoe/MMFVCVZSKts5uGHP0XlCm2E3eTvSrj3ZyvRW13sn57MP545i/Yo8Qt2aH4tv3n4a/77jzf55HfP8uw/3iSuua1XQTRnTz6zCg7z4+tu4fIf/5TfX3g5fzr/Eh5deiFbs4Zw+fbN3P/dl2hcgYVuaruv+oK5b2a6gazAEIo8IzjqU0htFV/ncH+8TzMqE68ZeVRKvp0hJL0u2SjNTHUsO2dm8N9fzMNq0DBqbzX/uPE9Lnt5e9DaVm/M/LaAmd8V4lYpePYPZ4jKk+uJyYUlpDY106bXsWq0+OTfsdWChWVvkrgajQAGl50op+DPq+mTz2jgNCOPQkm7z1cVKlNdWnPoA6wGhTACmFReLHrs23OnAnDm7oMkNfYtCKAlysgDD19Mp0FD7u4yfvnP5SGLsDvzzQPc/ts1qF0eti3K5N//WIDdKE0zuO2Zddj1Gq586FbmPfVzLJ02fvFO760M5uwtYFd6JnkpgpmkQ6enJDaeVSNG89g5F/LUwiUs3buLUdWBk9XS/Wa6iL4Jo4E00/m1MQ0e1EHWpwMh8RUgtU38g3ooLhWXUkliayvJzeJNwd/MFIJ1Fm0+iKYPwmP5RaP56WtXsH1GOhqnh2te2MrfbvmAIbvFR0wFIqm0hZv/JhQy/eimSRSN6luC9MVbBX/w8gljsWvFPy/jfcLIbxoVQ6JV+E7a1HraNcH7eyxdAQwDk2gcKr9RpSyMYHKZ+Hpc+amJbMrJRu3xcP3KTX2+dmF2PH/83Xm4lQqWLt/Pxf/rW3imwu3hyr9v5ap/bkPphZWX5fDcI3Mk51qklzQy7HAtL90+i31DUqmMi+Jfly7krG0HGFlytDjhnD1Hjsu9OpCRxMiqSqYVdd+V9dOJkymMS2D+oQC7bq+XB+dcx+NTL6bU0rcXzN+GXMwfY86lQh3Vp/MEg0NxdJeu9UoPl/ZTaRAEsj/CUAw2tZYDKUKCdm5xsejjto3OpCbGTFS7lTO2BxfI4Kc+ycxf/raUJ/+wkJYoPZmFjfzi1m+4+rHNGNqCq9ensbuY+W0Bv/nZVzxx1XuY2hzkj4nnkxsm9mmuRpudC7YJz9/708XndCk9HsZXFQOwMyVb9HH1egsPT7ia/45cKmmeJ/Ji/Hx+mn4da7WBk5vDwRNpF/Cr7Oso0/XNt+sP4khtCX2Xg9NSGAG8vGgWANes3ozO0fdooU3Th/LET4WeKRcs28P8D6Un1gJobC7u+M0aFr0tpIe/d28ub/5qGt7ess57YPKWEnbnptNhOhouumrSCHbkZLB009GQ9KefehtLx9Es6BWTR1KQkMidq75j8f49RHV2gNfbVXbfbLUypL6WPWkBzBkKBVuSc3h/xGzsIkuE9MReSxab9dl0DEDoq0txdBMQbOVugEqD8KCmS3xQt2X7WqAUFYk+xqNS8tk8IefoopUhSGZUKFizOId73riK75eOQOmFMz7I54+XfUrudyXirAFeL0P313Lz4+t45vw3uecPKxm/uQKlF/ZPTuapR87Ere7bK+e8Hbsx2+wUxcexMWeo6OOGNVRhcdho1+rIjxNXABigXWPk+5SJfJ4uvt9Zd9RqIjlkSKFRKS7MOdTsjchkd0QWnaq+PV+HolP5NGsa344YH6KZHWVQBDAAjKitwmyz0qYXpyovnzSaiphIUhtbuGDzbt6b2/fSJ18sHU98Qzs3v7qB6/+2iXmfHKY+OYKG5AjqUyKoTxZ+GpIisJlONh9ENNm4++crGbq3HqdGyUt/nM22xVlBz6c8I5o5awq6zDQqtxu3SsWX08dy2+fr+MeVZ3H2ZiHj+5O5E7uOazPqeeKsc/nl8s956p1XqYyMYkv2UA4mpZDY2sKc/EMU+8x2PwS8CgVOVGhw90kzqjDEYlVqsamlmVq3ZWVz09q1koQRwMcLJnLrxxuYtyOf6JYOmiL7nl/THqnnP79dwO4L0rn20c0klrZx+2/WsmdOKm//eiqNySe33bbUW5n32WHmfXmYtKLmrt/XJUWw9pzhrFk6nNq04FsvHMs16wRLx1uzp0vKDcutFO7t7qQs3Mr+L8Z7upAflcpfJ19O44jQ38NBIYxKomMZ19RAbnkRq4eJe0G6VSpeXTiTB97/mpu+X897cyaHJLHx5etmktXRwMIPDpF9sIHsg93vgtstui7h1JhipDHRxIL3D5FY1kaHRct/nphP/qTEPs1l2/Qs9kxMw6FTQ7sXt0oFXi/f547k5+98y6x9Bfzom428eea0k449nJTMbT+6jeTmJs7du5MzDh9kVkE+R+ITWT1iFG9PnRnw+lOq84m1trE3LpPKPgQwKL0eltTtwNVpZY1h+HGaSn/hVKjQeN190owKTUmcN/cPNI2Q5lvwa0Yjq6owW620GcQdX5Aez55hKYw/Usl5a/fy2nkzJM+5Jw5PSeLPb53HOcv2seTl/YxfV0HO9ho++/F4Vl41EoXXy/g1Fcz8vIAxGypR+SK4HFoVWxZksfrcHPImp4iuiSiG0WUVTCwpw6FS8cEMaZvLSRWCMNqZKt5EBzCrJg+3QkleVEZX6+1guLhpK0qvl+88abQo+z/XaGJ7EWn2Rvaa0inRi2ua2d8MCmG0MzWLcU0NTCktEC2MAN6eN5X7PvmOMaVVTM0vZmuOtIXYLQoFr/1qJt9dPorEslbiqtqP+4mtaiei1UFEq52IVjtZh44XVvUpJv715JlUZ4cmh8ihU3fNy09rhIEvZo7jb89+QFS7lZt+c0OPx1dFRfPC3IW8MFcooSLlZXhx/ibOKtnNk7nn8+boM4L+DDqPk/uKPwNgvX7ogAijqzJ+jBNV3zYsQR5bZ7FQHBtLVkMDE0tLWDtCfITYJwsmMP5IJRet3B1SYQTg0qn47I4JbFucyTWPbmb4rjouf3IHsz8twNJgI6LlaMzu4bEJrD4vh01nDsEaEZ4glKs2bAaEwIUG88kaWo94vUyuFMz821Ok+Wx+fOgrsjpquX/qrWyPGx74gB64umEjFo+NrZGX0UL/C6NzG3Ywr/UA/0le0mdhpHc5GFbXQr3JTLMxdNUuBokwyuZH+7YzuUyaGaM5wsRHMydx9Zqt3PjdhtAIIx9V2VFUZUd1+zdDu4PYqnZiqzuIq2onoaqV2KoOrBEaPrpzEq1xYVyMvhfiZ7PGc8uXG3hnwWRJEUdtBkPAHCU/Ga1CxFVfgxf8XV7h+GCC/sQ5QNf1sy07m6yGBqYUFUkSRl/OGcuvly1ndFE1I4qqOZSdFPK5VQ2J4h/PLWb2J0e4+KmdpBQKEarN8QY2nTuEjecNIT+1b1p+IPQ2BxdtEQIX3pwtzX+T0tpEYnsLTqWSfRLCuhVeT1cpoApjH6JFvd6uxo2d/dzl1Y8/fUHXh8r0fv5vwzKm1h3hN+dfzSfjpvb5fH4GhzBKzwJgbFUpeqcDm0b8zuvlM2dx9ZqtnL1jP8mNzVTFRIVnksdgjdBSPjyG8uGCQztQ0ms42DcklblP/xybJojFL2aH7/V2hXX3XRgJD4gDlVAnbhBzcfkGluzezuc5U3htwgLRx23Lzuaybdsk+42azUZWTslhyaYDXLRqN38NgzACoeL3uouHs2duGrnflVCbYeHA9KSjgTdhrii0eM0BLDYbxXGxkgIXAHJ9WlFeQpqkd0esvQ2dx4VLoaROH7wlQ+N1o0EIDhqI1AUAu18Y9TGXDny5RnWQJrIKg1gGRTRdpSWaanMkGo+H8RXSCjseTE9m48ghqD0ergtBmPepyOTNxQytqD3p91WxUTRZQls00k+ctRWjy4FLoaQiIviaXQA6n2ZkH0Dt5Iamdfy29nOyHX3LrzG67AxvqmZok7RWGH6/0cTSUlHJxsfy8cKJAJy3Zi/qECdln0hrnIFVV40kb1ZKUBGgwXLJ14JW9Nac6ZIaZwLkVgjCaEeqNBNdSqegFdXoo/oU9GA8pp29bYDWuD1Eid1wTOJrS2hzjQaFMEKhYFu6sJCmSAzxBlh2pj/Me0tIwrxPJTR2Fz//63d888unmb23+7yh3pibf5Cz9+0mpr1N0nF+E11lREyfo5P8mpFzAHxFfnKtpcztzCfOJe0+nIg/1yhdQq4RQGF8Ao1GIwank9EV4to0+1k3cSj1kSbiWjqYs1P6GjjVGV5Yw7hDlThUKt6fId0sNMkXSbdTor8o2SeM+lIgFegy0dkUGjyKgXnl2kKoGYUr8XVwCCNgex+E0XcTR1EWG0VMeycXbt4V4pkNLEu+yiOmsZOqWAtbRmVJPv7Ha77nqXde5awD0lplZPhNdH0skApHE00HUjPyC8K+RNMBVBj8u0aJjdgUiqDyjQBcahWfhzLn6BTj4m92AbB8/BhpgQtApLWDYY2ClrozJUvSsamdghmqsq/CyOvzFw1gRfouzSgEPqNKk7DhSg2xMBoUPiO1DXYmCnbiCeUl6DvcuFTd76IVHSf/3oOK1+bM5reffMFNyzfw3qTjcxTq2qSZslRKaYUL1QqJhQ6B2vbAD53a6eaSN4TSKM8uXoDNKj4wQmdVYHTYmVgqmD03p+agsvburzm2oGJWs6AZlUfEo+ppfYtspaBzCQ9rUMELUneaPVSndiCsG63HddwYRTeFM3ujSiu8uOKtbRg77Ng0gZMM1b585B1p2Szev59pBUW8Mn1+j+OtbSeXlHl72jRu/GwT87cdxlTupD7y+CKk5YYo0Z8BoN0pLTmy0yn9RdvcGjhUWm93sPR7YaP0zpSZqDrEf98qu5fJJcLmtSA6kTalCZW99+9T6Ty6ZlM6BGFUpYs57vfHISIZ+Li6i8GEuktc44pu5uQ3D+rdzpP+ruymAHJvVGuEsleJbS0Y2l041b0/t4rTqVAqQGFsAs16I0aXg1G14nq/HMs7M6dh1WgYXVHF9CPStatTkfNW7SWlrpW66AjenS09qXdyWSFaj5vyyBjKoqRFC72dM5f7597CF1l9j6YpNiTwp6FX8IJldp/PFSx+QdhXzahdbaBZJ7xk09qkOXi3Zwra/+SSIsn1Dw9mJLNzaDo6l5v7P+i9NuFg4tyNezFb7ZQkRLNxaODq5CcyqVrQMnclSY+kfSvrDP4y5go2xYmPbuyOQl0CP0u7licS+1ZSqC9sNQ/jjxmX83b8rD6fq1lrolOtRYmXFAl1GAPRb8LoscceQ6FQ8LOf/Syo470KZVfCmt8hKYUWk5GPpgnVvG9atS6oOZxKqNwebnlPKD756kUzTmr3IIbpxfkAbMweLjlHps4YxcaUURyJTpF83RNp0ZhYHz2KbfrMPp8rWDy+z69GuhZ7IhW+BOBUicIoLzkVm1pNTGcH2fXSAyn+cpXwsrtyzTZyyqslH38qctWKbQC8u2CK5MAFgElVfmGUJfnYoogkvkueRHFE38LWrUotBw0pHDT0/VkJlmptNJssORQaQhBtqVDw0rSF/HvW2Vj7WAbsWPpFGG3dupXnnnuO8eP7Vs9oh6/A4cTK4qCOf+mMuQAs3rufjDqJNv1TjHPW7COjuolGi5H3zskN6hx+/9u2dGmhsqcjJo9gS+gIQehtYWQiBVFJksPUnWo1+32V1CeUi28o6WdbThZfTB2LyuvlgXe+knz8qcbwshpy88twKZW8P1/6Gte4XYyqE6wou5JDl2MoA/+bsZj/zVhMrTkqZOcMuzBqb2/n2muv5fnnnyc6Ovh+IAC7fMJoUqV0MwbAkeREVo4eidLr5abVg1c7Uro93PauMP9XL56BVS/9Bap3OhhdLTyo/khFsehcTm7I+56lRVtRSG381d353E5mNx1gUeeBPp8rWPzCqD0EJf7/NPdqrrzol6zJGCv52F3pgnY4saw4qGs/fvkSHCoVC/YcZvb+wR1Zd/mq7QCsyB1BfZS0RnwAo+rK0XrcNOojKLNIM0MbXTbOL9/MzLq+r0m1183Sll3cUL8WZQiel2AY317CWU27ybCFrjVIqAm7MLrrrrs499xzWbRoUcCxdrud1tbW436OJS8xDYdKRWxnO+nNwWk2Ly4QtKMrNm7F0mkNMPrUZPG6PLIqGmk2G3jnnMlBnWN8RQkaj4dqcySVkdI2CfHWZu7Y+xX37/gYbwhCVQ0eOw8VvMt9zd8P2MN6T9K1XJZ2B3v1qQNyfT/+BO+JZdLy6fyUJMbxxkKhQsFv3/6yqxL7YEPrdHHxml0AvLMguCLHE6qLAdidlCnZDJ1sbeT+gx/ziwMfBnXtY/Gg4M7a77m6aRMxns4+ny8Yzmrew88rPmdGW35Izmd02BhaX016U+iEW1iF0dtvv82OHTt47LHHRI1/7LHHiIyM7PpJTz++CZZDrelqjDXR15tEKutGDOdgchImh6Or1tVgQuHxcrtPK3rtwul0GoMrCT+5XLClb08fIvlBjbcK5WDqDaGpxNymEqIAlUCER2ToTYjxKhR0KPUDXhZot08zGlFThcER3L146sKFtBp0jCmt4uINu0I4u/7jrG0HiGnvpCrGwpqJwdWEOyqMsiQfG2sX8s0atdI1shPxKJQ0qIXo2HhPe5/PFwxRLuG6TerQJMFfvmcjH7/6OHdu/CYk54MwCqOysjJ++tOf8vrrr6PXizN9PPDAA7S0tHT9lHXTinlXchZwtAqvZBQKXlw4D4AbV69D7e7/Uj19YdGGAwwtq6fVpOftc4Nvi+HvD7UjTbotPd4qaKx1IRJGbqWKDl+fFbO3b50oTwVG15fy9sd/439fPSP52BpLJFWWSFReL2MrpEeNAjSZTTxzvlCK6OcfLB98id5eL1d/twWA9+fn4gkicAGvlwk1xQDsTsySfLhfGDXo+i6MAOrUwnniPB0hOZ9Uol3CdZtDJIwajL7P09m3JPFjCZsw2r59O7W1tUyePBm1Wo1arWb16tU89dRTqNVq3N0IAZ1Oh8ViOe7nRHal9i2IAeCTyZOoM0eQ0tzC0p17gj5Pf6PweLn9HUEreuP8qbSbgvNvqNxuJvrKKm3LkN558qhmFJrK4wCtPu3I4ul/YWT02Plt3Rfc0/hdSFrKO5VqhjVXk90irSSQH7/faFKQfiOAZWfN6urndfPy9UGfZyA4b+NeZuYV4VQpeW9+cGbo1KYm4jvbcCqV5CWIbzPuJ8YROs0IoE4tvMvi3QMjjKJ8wihUmlG9Sfg8sR2DQBideeaZ7N27l127dnX9TJkyhWuvvZZdu3ah6iFpNRC7fFnUwxuqMduC8/k4NGpenSfE29+yck1IXkD9wYLNh8gpqaXdoOWNC07uUSSWUeVVmBx2WnV6jsRJD/WM7wytZgTQqhZycwZCGEW6rcy15jO/41BIel7VGYX7EmNrR+2W3qxvVx/9RgB2rYa/XbYEgJ98voqo5oHxVUgltrmdh5Z9DsAzF51BRXxwQU+5JcUAHIxLwy6x2SFAjN9MFyLNqF4zcGY6hddLlEv4/kOlGdWbhPsSOxg0I7PZzNixY4/7MZlMxMbGMnas9CgjP41GMyVRQgmaCUH6jQDemD0Tu1rNhNJycg+ebA485fAe1YrePH8qbRHBt6GYeqQYgF1pWUGZQOJsYdCM1MLnMQ+AMPL7qULV8rxFZ8Tpq9cXa5P+sO5KF9ocTCgv7dNG6ZOZE9ibmYLFaufWNwdB9KjXy59f+pSY9k7yMpN49qLge2T5hdGexOBy1/yaUUOoNaMBEEYRbmtX/lyzKrRmuhhrR8hcHYOmAsOxHBfiHSSN5gg+mCaYAG78dGNI5hVO5m07wqjCajr1Gl6/QFo/lxOZli/cN6kh3X5ON80ownfNUIR1g5Cg3WDw29RbA4w+mf3JQtRofHsbqc1Nwc9DqeRRXyLsJV/uIqM8tLXEQs35G/awZGseTpWSX91xacAyM72RWyJolcEEL0D4fEbxA+Az8vuL2lR6XCFqud5sMOLyRdLGhEg76tfQoVWrVgV1nNJ5fEmnXYlZXJi3lUnlRSgdx49VdYqXr6/MmMc1GzZz5pZDxBe0U5ooLhehViltt6pUSN/ddnQes0v3ert2tq8unkG5KgZOWNPKTpGLzOtlar7woO5KGoLKEWD8MSh8raUfnXI5yR1NHI5K6fpdX/k8fgqbFWkc0SSAFBOu1BdWN20PTArBwd+u1J389yA0E5XTS73eQlJHM4ltLRyM6v0cKtvx13Sj5UBiKhMqS5lcUEz12OPXpVfsdw1syMphxdiRLNx3kNueX8fdv7hK1HF2p7T7KnU8gKvjqPksvqWNh5Z9AcDT5y5kb3zGSWtcJzK40OCwM7KqEoC9sVmS1ji+r+rZ4UtJtjaSZ8no+l23iDTr7jOm88u0q6ixqkGiQFBIbNVx4nRrNZH8NvPqHhvrKXqo19jrnJxKGo0RJHS0Et/SRr0uquf5iIyfGZSa0W5fnamxNWV9UhGPJCaxaoSQBHvn56tDNb2QM293PhMKKrBqNby4tG/127Lq64lva8OhUrEvSbpjF6DUnMDmpBE06UOzawTYb85grTGHKk1UyM4pFrPbpxmpQqMZwVG/UZxVumYEsNMX5Ti9pO+Jq49evBS3QsGSLXnkHgzeDxU2vF4eef0jojs62Z+ewn+WLuzT6cZVlKH2eKg2RVFrigrqHAciM1iRNJH6PjTVO5Y2lYG9xgxqVaF7ZsRiU2nZYR7CRsuIkJ73zfFzeXrGOTQapFVS74lBKYwKYxJo1RkwuBzk1Ff26VzPnSGEwF61ehuXrt0RiumFnLs/WgXAG4um0RDZty9+SqFgotuXlIEjCMfu6YjfTBcqnxEIAjs/KhmbKrjyQhuycwCYVXS4zwE2+SlJvL9AKKfzm9e+OeUCds7fupuzd+7HoVJx/81X4FL3zZSUW1oMwJ6Egat1+ENg2eQzeWHKWdSY+1ZZx8+gFEZehZK9iYKTd3Rd34IPNg8dxr8uFATSn1/5hCFVp1a5jIn5ZUw5XIpdreL58+b0+XzjS4X7tTs5uAfV5LRyRf5aLinY0Oe5HIvS62GirZTrWjb2+8vSH8BQrwrNDg/gmUlLue7cn/PF0OCqmm/LGIJboSC1pYl4iY0Pu+NfVy7EqtUwKb+c+TsP9/l8ocLcaeUPb38GwNPnLeRgenKfzzm6UmhOuD8+I6jj9W4Hi6t2sKh6Z5/nciwpjkbubV3NBZ17Q3reQFxVu45FTXvQu6XYK/ufQSmMAA7HChVwhzX0vTrxkxefyfrRQzA6nDz1zDtondLDccPFjV8LwRWfzR5PXXTfVfyRlVUAHEwIruxNpL2Tn+3+lDv3fNHnuRyL1uPiT3Wfcm3rFjJc/etoXxYzl6sy7uBTy6R+vW5vWLU6imITABhZI63za3fURZt5/WwhHeDed1eeMtrRfZ9+S0JrOwWJcfz37PkhOWdOrbDG82OCE2xmZycP5L3HL/M+CMl8/Iy1lrPUlsflnTtR9bFViViMbhvX1K3jFxWfkeII7XOV0N7M0IZqoqyhiRActMLoSKyQHzOsoarP5/Iqldz34ytojDAytqSSX70buhIXfSGxsZVzNguNxV5eMrPvJ/R6u4TR4fjgHlRFr97c4LGptOzWCxWrp1mDj5IMlhaVMWQJgaHiYKKw4QqFMAJ44YI5dOi0jCusZOH2QyE5Z18YVVbJjd8LGvYfrrkQh6bv8VRap5PMBqFuZUF0sGs8PKw0j6ZRaSDe08E8e0GYrnI8c1oPovW6KdHFUajvWyuME/npxi/48K3HOf/gtpCcb9AKo4NxqexKymJfYnCq+InURlv45W2XAnDrN+s5Y8/AmzKu/XYzGreHLSMzycvuey+U1MYmzHY7DpWKopiEPp1LansEMWzRC077abb+F0ah5vJD63j3079yy57lQZ/jYKKgvY6q6Ztf1E+jxcSr5whpAT97Z8WAFlFVeDz8+Y1PUHm9fD5lHOvG5ITkvEPq61B5vTQZjNQb+mhJCPEadyrVfGYQ2sNf2rm7X7TTBc37AVgROTbkn8dPqM46aIXRkbgUbrjsXp6cfX7Izvn9pFG8smgGAE889x5xLaHLLpZKfFMbV3+/FYBXzg6BVgSMqhK0ooLEBFyqU6/j/BaDIIxG26uIcPdPvtFNjWt5tOp9JneGVgBG2jvIbKsjxha8CeOATxiFSjMCeOn82bQbdIwqqeasrQdDdl6pXLRqN1OPFNOh0/LnK84L2XmH+0x0RxKSgn75dte2O1R8bhiDDTXDXPWMd4Zmk9ETsc5WJnQUA7AqakzIz+8NsQ45aIVRuHj0qnM4kJ5EfGsHf3/u/QHZPUa3dPDaX5YR29ZJYXIcy6eMCsl5u/xFKX13EoeDWrWFYnUsKrxMsRWH/Xoqr5tZHflMspViEJsMIZngX2x+M11mYz3GICt4n0iz2cjLS4UN173vDox2ZGm38ovXhNbo/zp/EdUxUSE7d06N4EM+nNj3jqbhEEltSj3fGoQQ60s7d4fhCkc5oyUPJbDfmEaNNip8FwqR8JaF0QnYtRruufNKbBo1Z+zN5+ZvQhs1FghLu5X/PfQGORW1VMVYuOnXP8IdZB2/ExlZKezE+iKMwrlrBNhiyAL6x1R3act20lzNtCl17NKHxtzrJxS7xkaTmZoIC0q8XU75ULDs3Fm0GvWMKKvl7E15ITuvWH761gpiWzvJT07gpUV9y5s7keG1gjDKTwhBe+0w8ZFhPB4g11FGTBgLpy5sFvzNKyKDL7/WG6F+E8jCqBuOpCby52vPBeDX737DmOLQmUl6w9hp55k/vcWoohrqLSau+91NlCXGhOz8XZpRct/9T6FW0f34TXVZzoaw2tQzHA1c1yREKj4buyCkCa/H0te7dDAMprrWCAPLzhNMv/e+txJlP2pHYwoqufobwfz8+2sv6lPJn+4YHlLNKDxrvFIdxT/NC7gp9loaQ1Qr7kR0HgcdKj0OhYq1kaGxrPREqIKaTn9hFOQL7Y0F0/hm8mi0bjdPPfMORlt4m77p7U7+/Zd3mHC4gmazgR/99iaKUuJDd36Hg6w6IcroQB80o3pDJD+bcysPzPxRqKZ2HAe0ydyVeA13Jl4bNoer0uvhvvpv0OBmsyGblaYwPKy+qfdVkwyH3wjg5aUzaTHpGVZRx7kb9oX03D2h8Hj4w/NfoPTC53PGsnHk0JCe32S3kd4shC8f6YNm1KI18fCYq/jr6MtCNbWT+NYwMqR5bSdiV2r5dfZ1XDPip111H0NNqIOYTj0vdjco3F5RNdB0LieJlU3Etbdhtlk5mJRCZXRgzcJl7f42/Oqayxlf8CRDq+t56JUv+dWPLgfAqpaYqR+gNp3W6eLfT7zN1H0ltBl03PDrG9kfnwYSqv6r7b0vjBHltai8XhpMJhp0FoxB1t+0qbVsSRJXVsQrsaYWWg0eoFAnXnNTSHwgvFoNFzZuYaS9mg6llqeTz8ar6blKguTP4D9Owq5a2Uta26F44V6Mqq7sGqe0SZ+To/P4ahuNaHhuyTx++eFyfvPy11Qaotg46qhw8LilXcPtCjz+qpVbmZBfQZtex8NXnIdC4udQOnq/p8MrawGojTDTqo7AFMRGwKsEq1LLipQJ4g7QSqtiotAHUeVDam06zVGzfptGhMALQqYo3F7Wp4+gSW8iLy691/ez2PqVg0IY9Ybe6eDCQ1u44OBWhjTVoPG4cajU1FgsuFQqXpsxhw8mTcWhkV76pjnCxM9uvoq3/vkcV67fyurROXwxReQiFYna5eapp97hjD35dOo03PzrH7F3aKokQSSGEb7CkYeSksOmcYQapdeDRxFi5d3rZYxV6KD6fPxC6jWhqzx+LK1aA+URsTTr+maG8Scn59RVovK4cYeo6jIIDfgu3LSLnMpa3nz8RZ459wz+edGiPpfj6Y7otg5+/e7XADx5yZnURlugJbTXGFbn8xcFmUN3uhDraMWtUNIsRhD1geXDJrF8WOgSxQe9MLpp5woWFe5hd1IWr0xcwIGcBDq1WqKsnVywewfXbN5Ak9HE12ODEyKbRgzl3+cs5N4vv+ex1z9gd1Y6VebQFDtUejz8/Zn3WbztAHaNmtt/cR3bR4SnntbIqtD5i8KO18t9dd8wvaOAn6ZdS00oi6cqFPw55WKmdRSwxRRaM9GxvD9iDu+P6Hv5prLoWDo1WoxOB5mN9RTGhS5xscOg48I/3MlDb37OVWu2cffnq5idd4R777iKyvSokF0H4JfvLie63cqB9CReXhyaVIUTyQlR8ILBZWdqQz5uhZL1CaNDMbV+5aqadZxbv52XUs7k/cRZAz0d0Qxqn9GUiiMsLtjFpyOm8n9zLmb50AkcTE6hNDaOPWkZPHLuRexJS+fMA/v7dJ0nz1vE9iGZRFptPPHKuyFzrD/wxtecv3EvDpWKO392NRvGhu/lOKLaJ4ySBsGuUaEgydlMpMfKDY3rMLuD6+jb2/m3RAwbFBqiV6HkUIKvEkNt6ANpOvU6fn3zpfzkrmtoMeqZVFjOFw89Te7h0pBdY0xxJVetFrL0/3DD+SGLDj2R4XW+MkDxfRNGUY4OHt7zBg/ueycU0+qdEAfpmN1W5jftR4WXIkPfEtsDEW1tJ6W1kQh7aJ7PQS2Msppr6dDqeWXSAqECdTcvFy8KjM6+FQh0q1T89JarsWo0zDxcyNlb+ybcAM7cdoBbvhTCxu+/6zJW5oa2vPuJJLYKNpHymNBF54WTb81COOqC9oP8t2wZ6j7U8sq1lrC4fT9GT3iDUMJFqa+zcUJbiO1ax/Dl1HEs+fNP2TYsE4vVzsuPvsy0vD6G13u9nLt5Dy8/8TJKr5fPp49j64js0Ey4G+LbhHYdVZF9qyLdohUc/ga3A5MzzMnXvneW0usJGOzi/3uP47xeflr/LRa3lRJ9HDvNwTXPFMtfvn+DL9/4C4sK94TkfINaGB2JSSa5rYnMptrjfm9w2MloqOfuFcs568BeXp/ed1W1LC6G5xbPA+DXb37Tp2KqyQ3NPP6/DwF46ZxZfDlzXJ/nF4ioTsEJ1WQ8teqv9cR3lrH8JfF8CrQJrIoYhUsR3G46ydXCrxq+4qeN35LgCq63UDD8c8XzvPzVk4yrK+7zuZoNwncWE6KClD1RFRvFtb+8mTVjhmGyO3jpr68yZ09+UOcaU1zJO395nv/8+23iW9opj43ib5cvDvGMj8diE3borfq+RY91qvXU6QRfYkZnbYDRwaH0eljYcYChDuH8HoWyKzqtO8Gk8HrxKhREuzq4rnkDXxT9g/Nadx03ZnH7PmZ3HsGpUPLXzItD7289gaxmocNBcVRoon4Htc8oLz6NLanD+M8Xz7MucxQV5hg8R9wktbaQ1VBHfFsbz56xiC1ZoTF//XfxfK5cv5XM2kZu+Hojz58/V/I5VG43Tz79HtHtVvZmp/D41eF9QEEIqe0SRqbBIYwA1kWMYJ0pB00ftKJbmtbyRcR4LmvdjsnTTyX0vV7GNJQR6ejEpup7zyj/BiKqM/wtq206Lbf+9Ef899k3WLjzEM/97XXuuu9qVuaOFHV8TGs7v3j/W65atQ2l14tVq+HZ8+bx3NK52HTB9XYSi18YtegNfT5XqSmeeHsrGR11HIgMbUI0gNbrYpS9ip83fEOb0sAWQxbfmMayX5/arRDxKhQkO5v5Rd1XFGmFl3+XuPJ6uaVpDee2ChrKK8kLKDCG1xyvczlJamsGoCQqNObAQa0ZOdQaHpt7KcuHTSCtpYElBbu4ZNc2xlSWUxQXz1/PPo+XZ58RMht1p17H4xedDcDdH69kzt4jRLZLC3u758OVTD0khHDfe++VIalUHAiLzYbKt9NqNoYu50Dh9SVLhrMqg0KBUxncPZpqLSLa3cFn5gl0KrVhzXY/lmh7O5GOTjwoKLX0/UH1a0bR1v6Zv12r4c77r+braaPRudw884+3WLyld9O02uXm5q/Xs+qX/+CalVtRer18Nn0cZ/71Pp66+MywCyKN29Vljm81hEAYGYUXfkZHePqb2ZRa/hOzkGtSb+fZ6PlEeOw8XPcxH5T9h1/Xf8k0a2HXWKXXw6K2/TxQ+zkbjcP4yjweNyp2GnzBTgoFc9sPY/A62a1P44OE8ASIHEtGSx1KvLToDDTpQ7PBHdSaEQgq+VMzziPa2o7G7aJsmBlXmBykAB9Oz+Wm1esYV1TJq48tA6AiLoq8zCTyMlPIy0wmLyuZiriok3xYM/cVcPdHQnvzB2+5gJKk2LDN81iifTvqdq0uZBnvCZ3NXJW/hqcmXDAwgQBeL0q84D2+eoBHoRSEo0LBTc3reD1yJs0qEy6Filh3eM1cfrJbagCoiIjBHoJuuk39LIwAnGo19957JU888wEXbNjD0/96h1/ceSmfzT45KnXu7nwefPVLhlUKL+59mSn86fpzw+ofOhGL9agTvU0XGs0IwieM/LSojKw2jWC1aQQmj41xtgrmdR7mobpPeSJ2Cbv0GVzXtIlIt5V3o6axzpTD3fXfUaiNo1p9tCX6e1HTcKNgZcSosJvn4FgTXULInv9BL4wA8Hpp8vVhd4VPDgmXUiq5+96r+eU7yxlXWEFmbSOp9c2k1jdz1vajVZBbjHryspI5kJlMXmYSJUmx/PM/76H0enlnweRuH+pwEdUhaG/NptBpRR0aHRcUbmZn/BDWpowNT05QbygUeFBAd9dUKLiheT37dKlsNAgm2npVBDpv/zRN9AujosjQhGF3men6URiBELjz87suw6FRcdnqnfzjP++jdbn54AyhhXlWVT0PvP41i3YI677BbORvly/h3TMm41H2r9HFYhPWeKtOH5Jr+4VRZpiF0bF0KPVsMg5lk3EoT3rOQoOLexu/Z7ijlrtSr8eqFLTL6Z2FfGaZeNzz9oWl/94nAJnNgq+rJET+IjhdhFE/78zLEmO4996rADB3WBlZWs3okirGFFcxqqSK4eW1RHbamJlXxMwTIpLyU+N5+Efn9ut8/b6G5hAGL3RoDHyVNZmrDq9lbUp4CjF2h9FjJ87VRpyrnQRXK4n2JhJcbcS4O8h21vOheRLbDFmMslex1jicJFcLWc569F4nizryiK2x8nXkBApC3GjsWEItjLrMdP3gMzoRj1LJb26/GIdazTXfb+Xx/36IucNGYlMrN361Ea3bjVOl5JWzZvLURQtpNfVdKwkG/70JVYDOYUsqj425jGJTeMOje8KhVKP2uClVxzDaXsWrZc+zV5/Gfl0K0e4OvjKHP+ipN47TjELE6SGMBpA2k4Gto7LZOuqoSULjcjG0ou4YAVXJ6JJq3EoF9957JVZ9eO3nJxLje1AbQ+gvAvgkewYvf/ck0bY2mvTmLvNYuIhztfKHqk8Y6qihURVBm0pPs8JAgyqCA7pkthkyWWccTrajnhRXM7c1r8GJilaVAb3HiRoPnUodNmXfTWe9MSTUmpFPGFlsVlQeN+HrRdo9XqWS399yAXaNmpu+3sjvX/uy62+rJwznkeuXkp8YPuEuhrgOofdYgyk0CeltGiPfpEwOybmCpVOp442omXwWlcsoeyUzOgq4pnkzCrzcV7+cF6PnUqEdmFSNb4ZOpNZkYWvKsJCdUxZGYcCpVnMwM5mDmcl8OA+hNp3XK4Rn9rP5Ao4104U2ku5IVAp5Melce2gV/55wPiqvB3eQIdhiaFRF8GDKpbgUKmwKjWCm6CbEvkVp4NcJl2FXqLEqtViVWq5q2cyszgKWxZ8Rtvn5qYiIJa6zlaLI0LQxaDEImwglXiw2K22Ep/BlrygUPPKjpdi0Gn7y6RqKkmJ55PqlrJqUI2xA+scC2iOxHYI/sMEU3hI4A0GrysBm41A2G4cy3lZGnn4oFepo9P4eXGHeBHbH2qzRrM0KbXWKwSGMFPS6GfzFuk/IaajkyZnnsT1Jehimwinti3TbJL5wg1knDolFJHuJfo7u8Jnp9MZexwXCqzr5g3wwfDb37fyYp3MvOKl7rMcgbXl5Inpv4+ABmk94ESucJ38gKwasRB73uzaHmSEtdWj1Smwq8ZqpWyd98/DIrCukHRAgGNGtUNGiNxBpsxLd2UGVS/qmwiNxPfUkW/7vknN4fe4MqqMtQg07f7S8iEKpJ6KU+Nwpeul0Edvu04yM5q5x3iD2fR7t0YOy2qqZ2FBEuSmWbfHdt0X3GKVZOZTBRJ76BM0waxVJrhYeSbyMQkPPGx23UZrm79YGcaOkfHUixw7q0G4/Y2tLmVZxhOS2IEtRn+ZE+3KMQukz8rM2ZTQuhZI5FULob3/2xpHCPmM6b8TPwd2fQRYhxB+g0x+5RoEoj48OSzHVvhDXpRmFxkwHMLc6j/v3f8ziip0hO2dfiHO2csiQSoWuf6Jwe5yHtYUpFUeI6WwL6XkH55N5As2+jOtIe4hLXZ8mdGlGIfYZAXRoDaxPGcMdewQ/gse3i9O5HGjd4WrlLZ1ifQJvxs8JOmdJLBqPKyx5V0fDu/snPH2wEePzGTWG0ExXEpGAGwVG16lRRmqTZQT3Db0Re5h9noGYXZXHC588y59WhLZ23+Aw0wWgTStE8FhkYdQtZn+ZlBAkA3bHy6PPZFblAZQeT1dY7fj6YmYVH2BrzHB2RYevAOypxn0HPmbumv38b+LZvDuy71W7/bT6qgpE2uQ13h3+HKxQlrvamDCSJWf/GUcIqmicTgxvEdrRFEeHLqwbThPNyJ953akJonHVD4BOrWDXNjrCUw6nMiKW93PmCILIpxVUmWKIcnZwc9F3YbnmqUiE08qC6j2YnTYOR4e2VYfJIezO5TXePVZfg0RDCNe4U6WWBdEJKL0e5lUKnYE3p3XvRwv63CE92wARafc76AdP3bX+xF+Pzm+uCxXGYyoad5UG8pnpys1x/G/I2STYmplRf7C7w087FlftwOBxciQqiV0Joa0+EN0pmOeajKdftFgoaPTdl5hO2YwZTibWFRJrb6dZZ2RT2vCQnvu0EEZRPtNFcx+r9Z6u+E0XoUya1Lkc/HL7hzyx5kXG1hcfFyUk5MJAq9bE2vgxzK3ve8uNUx6vlwvLNwPwQc6skIfaxlj9uWLyhqs7BqpKxQ+NReW7AFgxZNxJ0bN95bTwGfkXYLNe3jV2R5dmFEJhZFdribO2kltbQGJnM1a1lhXpE/g8eyrtPh9ejL2V4W2V7IoeMiC5EP3JxKZCMjvq6FRp+WpIbkjPrfR4iLT6qq4b5DXeHUc1I1kYhQuDy86CCqEy+NfDJ4b8/INfGHm9x5jpZM2oO7o0oxCb6d4eMY8hLdXcO/92LijcwlklO7j60Gq2JA6n2hSNpcVKrKONLTE5p7UgAriobBMAy5Mn0anpPV9KKpG2TqEoLEdLA8kcj3+Nx3SE10yn8HrwDtL0gL4yqa4Ak9Mm5F2FsPKCn0EvjCIcNjS+3JYW2WfULU2+cNdQ1zZbnzIavdvB6MYyXhl9Jm/nzGVqTT4Ly3YztqGU6PY23smYyyFz6mmtGZmdncyuOwDAJ2kzQn5+vx+kRW/wVaQPY8uOQUpXHlY4zHReL1PrD7M7ZggOlQaVx41beWrlWfUHG5JHc+1ZvyTG3haWQriDXhj5Q12tam1IyvWfjoRLMwL4eMgMrjy8lvUpo7GrtaxLHcO61DFEOKx4mn4YO8g2jZEbZ/6MaQ2HKTKHpgTQsfiDFxplE12PNPpM0eEIYFDgZV71fu7d/xnXz/8FbqWq/6vUnyKUmeMpM4c2pNvPoL+bUTbZRBeIxjD4jPy8PWIek2uOEGs92tJb4fV0+Y0U3lOzIkOoqTDF8VFG39vbd0dMVw6NLIx6oqs1exjWuFeh5IURS3ArlDy67RVA6Jv1Q1nbWreTjLbwtF8/lkGhGXlUChTq7k08kU5/JJ0Jj1qBNwhLkMIt7SCvS+JFgpmTJ3QmLb9mZHI40Dmd2DUavEF88y79yXOq0kdzy9J7qIk+thacYMJwRki8iEd6Uq7CLe2F4NFKM6+4Inof390O2aWTuJ4CTCnK5tOMTCZhbDBWOolrXHKtOannR6gfLIXeas01RAiC2uSwo/E4cag1eIIwlLiM3V+kwWjm13Nv5H8r/sPdhz7jyUkXAkqUdmnmZ5UmmDpw0u6t1Oeuu+f6WC47uIl7d37GmyPP4N+TzgPA08P7uDs8ItfGoNeMIv2akezY7ZE2vR6Xz8YbDu1oX3xmyM85WPjrxmU8svlV0tvC14TNb3pqlDWjHmnVG3CGcY0DVETE8dtZP+LCwk1ccXgtIJjwTmd0LifX561E5fVSZo4L67UGvTCKtspmuoAoFGH1G/1QSW+rY2bNIeZV7scZRod2TKdspgvIMWs8nBF1e+Ky+cvUK7l7z+fMqszDq1Ci9JnrzM5OptcfZFHVqVFYNRRcULCZOFsbVcYovsieEtZrDXph5A9gkDWj3glH4usPnQuLhHDujUkjqTaFr8mZv1J3o7zGe6Wpn3KNvsuYyP/Gns3j618mtbO+y0zbqdIxvqmYS8o28ODet8I6h/5A53Lyo7wVALwyZmHIk1xPZNALo4yWegDqjZYBnsmpTZ1FKK2fVV8f9mvFWlt5dPWrxNpaAw8epGS01XJx0UYAPsqeGdZrZTUJJsA6c2SAkT9sas3COyCzMXwmUz9vjFzAUxPPR+c+2uDOrVTx2pCF/N+YyxneVsk9hz4N+zzChtfLg5vfIcHaSo0xks+HTAv7JQe1MFJ4PUwvywdge+oPpzJ0MGzOFpLUZh85FPZrPbTubc4q3s0fdrzVZcI4nVB6PTyw4z10HhebEkewKXFE2K4V09HGmOpyALalDwnbdU4H/PdnRlF+v1zv3eFzKTQnC//jCzKwqbSUmhL4vzGXM76pmMz2mn6ZS6i5Zd+3LC7ZhUuh5I8zr8YZZq0IBrkwGlFXSYy1nQ6Njj1JP1wnuhjW5AgvzFlH8tG4wtsj+olpF9Oh1jGpsZAbDp9+VbuvOLKWcY0ltKv1PD7x0rAm884uEjYPeYmp1EfI2n9vbBgiVJGeUZzfVR+xv1B6PceFekc6Ooh2tOMapMmxu+KzadUY+L9pl7IjMfTVFrpjUAujmaXCg7olbZgvM12mJ/KSU2kwRRDhsDOptDis1yqNjOexmZcBcEP+CnLrj4T1ev3NmMZSAP497lxqjVFhvdbcAqHi+bohI8N6ndOB/cnpNOsNWOw2xlaWhe06EQ4rOU0VzKg6yLDWSqIc7UQ6OjC6hfYV45qKmNBcTLPWhGeQvmK3Jw3nsvN/w2dDp/fbNQdFnlFPzCo9DMDGjND21Tgd8SqVrB0+got2bWfe4YPsnhba8u8n8s2QXKYXH+b8sq38fufb3DzvpzTpQtcSeiD5y+QrKTYn8HlmeO3oSo+nSzNaO3RUWK91OuBRKtmcNZwlB/cwsyifQ6PCYy0xuuz83/qXSbC2UGxKwOSyddUOdCjVqLwebCotb2TNp8oYvsCWUJPY0YTe5aQkMgHo//Jqg1NsAwannUmVhQBszAifzf50Yq3PVDcvP/x+I4Cnxl5AoTmJWHsbD+58e9D6jxReDwvLd3c1DrSptbw4eknYa+2NqS4j2tpBm07P7hTZDC0Gv6ludmH41nitMYoXxywG4F8jL+TH0+/m15Nu4g/jr+NfIy7gD+Ov4zcTb+S75Elhm0OoMTpt/H31S7y4/Ckm1hYOyBwGrTCaXFGI1uOmwhxNSVR4aiWdbqwbNgKPQsGoqkri21vCfj27SstDuddgVWlIsLYQbR98jc+0bid/2vomD299gxsP9a//a06hYKLbmDVcNkOLZEO2IIwmlJdgcNrDdp0vsqfywbBZPLD/XZReL0URSRyMTGdr3AjyLanUGKK7Ni+nOkqPh4fXv8Hw5iocKg1VpuiBmUc4T/7YY48xdepUzGYzCQkJXHTRRRw6FJodi99ftDFjxGlbDTrUNEZEsDc1DYBZxf2jHZWYE/nVtJu5fe49NOgHlwPe7Ozkn+ufZ2HFHpwKFRWm2H69/hzf7l72F4mnLCaOsqgYtB43kyvDu8P/56SLOGxO5a87l6HxdBMUNEjeS3fv+oK5lQewK9X8at6N1AyQMAqrz2j16tXcddddTJ06FZfLxe9+9zsWL15MXl4eJpN4e6RbD+iO/93MMuFBXT9shPB3H16V9N2I5Hp20g+QOF76IYHqm/lZM2IkE8rLmF1ykA9zpfk8nBKLXCidwqS2WI73T92+52s2JY9gT/zxrbk9miDqm0kMDBR7jeSORv6+9QUy2+to0+j51fwb2Z4kLqrIbZD2OTzdPIWR1g7GV5YAsGb4yOPG9FajLWT0g0VV6mMktp7i+qE5XLV9E9OrDrN6xGhJ13BESLu5v5l/Ix99/gjn12/mrRFnBByvMgSh4UotK2gQ/xnOL9zMtQdXA/DQ/KvYmZkl6ji3hJZdYssWhnVZf/3119x4442MGTOGCRMmsGzZMkpLS9m+fXufzpvY1sywhhrcCgWbM/on7PB0oSvEu+hQv4e/Aswt388t+77jv989wy17lw/IHAIxsqmM51Y9TWZ7HdXGKG5bcpdoQRQqZhUeRuX1cjg+ierIgdmpDlY2DvWFePsCnMLNpef+9iRBpPK4+f2Wt1hUuqtf5hAMcyv28attHwDwv9zFLB86sD6ufvUZtbQIfoqYmL5FmMwsFhbZvqR0WuQSKZLYk55Bi8FAlM3KuDCGv/bEjsShfJE9GZXXy+17l/Ps98+S1NHY7/PoCbOjkyfXPUeMvZ38yGRuPuceCqOT+30eZxwRmvWtGyqb6KSyKXs4HoWC4Q3V/eIb7arafoyP6LzirZxTsoM/bHmLeRX7wj6HYJhYV4Ta6+HroRP5X+7igZ5O/wkjr9fL/fffz5w5cxg7dmy3Y+x2O62trcf9dIc/3HVDlhxFJxW3SsW64cLO0e8g7086NHoennk1v591De0aPRPqinn9y3+wqGRXv8+lO9q0Rp4adwGbE3K4c96d1Bv7vwSPyuNmfn4eAKuHyyHdUmk2mtifLPhGp5f2TzUG4Dgf0afZ0/gqMxe118PDm15nRlX/P2snEuGwktze0PX/L41exKujFvLHeVedEv6tfhNGd999N3v27OGtt3ouIPjYY48RGRnZ9ZOenn7SGJXHzcwSQTPakC0Lo2BYkyPstucVHBiwOSzPyuW6c+5jb2wmZqeNv6x/nTv2fTkgc9G7HGS3Vnf9/5dZU/n57Fvo1EgwjIeQKaWFRFk7aTYY2ZYhlwAKhvU+U92ckoERAl6FkkenXMH3aePRetz8Y92L/H3tCywq34nO5ejXuZgdndyQ9x3vffEYv9/ydpcG16E18Oz4pThOkQ7Z/SKM7rnnHj799FNWrlxJWlpaj+MeeOABWlpaun7Kyk42I124byvR1g4ajBHsSZZzL4Jh9ciROJVKxlWVMb6iZMDmURURy4/PupMXxy7CrVCwJzarX69vdnSyoHw3L3//T55Y/yJGp63rb94BbCl923qhUvLykeNxD9JyMgPNyhFjAFh8eDcpLQNjBnYrVfxx+jV8nZELwMzqQzy08y0uLd7QL9eP72zhnl2f8dFnf+GOvV8T5egkyt5xyqZYhDWazuv1cs899/DRRx+xatUqsrOzex2v0+nQ6XQ9/l3jcvGTDd8C8OL0hXLuRZDUmy18NnYyl+zZym0bv+eey24esLm4lSqeG382X2flUqU+Gjq9tGQrHhR8mz4pZC9ko9PG+PoicusKmFx3hGEtVV2Z87X6SFI6GjkSlRKSawXLtOIjzCk8hEOp4n+zzxzQuQxmdqVnsTEjh5mlh7lz0zc8uOTqAZmHW6ni4elX89LoRZxdsoPFJTv5LnVi199nVecxrqmEb9JyKTYnhuSaaW11/OjASs4u2Y7GFyB0JDKZ10Yt4Pv0CafsBieswuiuu+7izTff5JNPPsFsNlNdLZhCIiMjMRikt5i+fM9GUlqbqImw8PbEWaGe7g+KF2Ys5KI921h0eB/D6qo5Ep80oPMptSSgsQrxxBZ7B/fs/Ryz08pvdr5PlTGa0oh4yiLiKTPHcTgylQMxGQHPqXc5UODFqhY2OIsrdvDzvR8fN6bInMDGpFG8MuJM2rXS12RI8Xq5b6VgqnwvdwYV0f2b13S68a/ZS5lZepjz87axbPICCuIGbo2Xm+N5YewSlg096zj/zCXFG5hed5jrjqzkYGQq36RN5rvUiTTrRDZS9HoxuB0ovR46NML6HdVYzvlFWwDYET+E10YtYFPSyFPCL9QbYRVGzz77LADz588/7vfLli3jxhtvlHQuvdPB7RuFDPj/zTwLu0Ybiin+YCmKS+TbEeNYcmgPt238nl9fcO1AT6kLq1rHqzkLuO7wKiKdnaR3NJDe0QA1gv1/bdJoHph5ozDY6+W3u96l2hhNqSmeVq2RcY3F5NYXMLq5lH+OvYhPs2YAsDN2KGWmOHbED2V7/DB2xg+h8RRKxJ2fn8ek8mKsag3/nXPWQE9n0LM/KYNvh43jrCN7uWfDl/zsgoGzAHRxgkD4NHM6TqWKGbWHGNlSwciWCu7K+5yt8cP5LnUSy9MEE5/S6+HJDc9hcNkx+n4MbgcGlwMlXtYnjuI3028CYEX6eHJrC/g8eyr74waPKyPsZrpQcfWOdcR3tFEeGcOH4/uvkuzpzHOzzmTJoT0s3b+Tp+adTUXUqbETd6rUvJUzn7eGn0GcrZX09joy2utIb6sno73uON9StKOdc8p7zlsb1lrV9e8ScyJXLfl1OKceNAqvh5/5tKLXps2lznzqCMnBzNOzlrKwYB9nFuxjXFUJe08xP/Oa5HGsSR5HlL2dhZW7WVK+g9HNZcysPYRboewSRh6FkjFNJWh7yMszuI6WPnIrVfx16mX9Mv9QMiiqdpvsNm7dLDh1n5m9pF8aPf0QyEtOZ132COYUHeLe1V/x6wuvG+gpHY9CQb0hknpDJDvju086dSlUPDNqKRkddaS11xNtb+dQVBo74oayI3booKmavHT/LkbWVtGq0/PirAUDPZ3ThqLYRD4bNYWL8rZy7/ovue2ynwz0lLqlWRfBh9mz+TB7NunttSyo3Euz9vgcyj/lXoNTpaZTraNTrcOq0tKp1tOp1mFTnRoRcX1hULzVr9q5nihbJ4UxCXw+Onegp3Na8c/5S5lVdJgL9u/grcmz2ZXWe5DJqUab1shbw+YP9DT6hNrt5p7VXwPw4swFciJ3iHlm5hKWHtrBjLJ8ZpQcZlPmqd1ypiwigVdzTg5eWZMybgBm038Miqrd1+xYB8C/55x9ykaCDFbyktP5cIJQo+53yz86rlulTP9w8e4tZDXWU2+K4LXp8wZ6OqcdVZYY3h0nBDzdu/6LQVNN+4fGoNCMzE47BxJT+Gr8+IDFFbsrOhkQ5Sm4OCVuEzwSZbTnmAj6vy9eypKDuxlbXc7F+7fw/uQZ3R7jMoU3Gsetk77RUEiUnVLXh0sv/TM7JSg2OqeDu9YuB+DZ+YtoM2sJVCU3mGLAUott9gsS17hbK+1zu44pWPvsGYu4eP9mxtWUsaB0L9+OHN/tMQqxVT19eNTSPoTSKWl4ULh7zo7pFpdR+uKQcg2x1ScHhWYE8NT8cwY0EfF0pjHCzL/nC7Wp7vv+SyJs1gGe0Q+Hq3ZuIKm1hcrIKN6eOnOgp3Pa0mgy8+o0oZjpvau/QumRLQCnGoPi7b4nOY2Vw6WVgpeRxhvT5lAYl0BcRzt3rVo+0NP5QWCy27h94/cAPL1wMQ71oDBUDFpemj6fZoORYQ01XLBv20BP5weByW4j0tohauygEEZPzV96yidsDXacajWPnn0hANdvXsuQupoBntHpzw1bVxNt7aAgLp6PJk4Z6Omc9rTrDTw/cyEA96z5Bo1LYjMsGcn8+ttPeeelf4kaOyiE0c70rIGewg+CtcNHsSJnNBqPh0c+fVd+WMNIelM9N25ZBcCTi87BLZe26hfemDyHmggLKa1N3LR51UBP57TmvL3buWLnJuI7xNXCGxTCSKb/ePSci2jX6ZhcWsSfP31XjjwKA3qng3999DIRDjvb07L5ZvTpHbJ7KmHXaPnngnMBuGvtN4yu6v+eXj8EFhzez/99InRoeGXqXFHHyMJI5jjKYuL46RU34FIquXj3Nu5Y891AT+n0wuvl9998wMjaSuqNEfz8wuvxKuXHsD/5ZOwUvhkhtHb42ydvYHDYAx8kI5ppxUd48v1XUHs9fDxuCk/PXyLqOPkpkDmJdcNG8sg5FwNw34qvOGffzgGe0enDFbs2cvG+rbgVCn5x4fXUmqMGeko/PBQK/njO5dREWBjSWMv/ffYmGrdskg4FYytLefadF9G5XXyXM5bfXXCl6ChoWRjJdMtb02azbKYQCvvXj95iYlnxwE7oNGBcZQm//e4jAP55xrlsyRw+wDP64dJsNPGrC67FoVKx+NBenvrgZbSufkgCOo0ZVlvNC28+h8lhZ2PWcO6/9HpJRQpkYSTTI48vPp/vR4xB53LxzFsvkdrcEPggmW6J6mznyY9fQet2823OOF6aLtefG2i2ZA3nzstvwaZWM/9IHv999wUMTtlkFwxpTQ289MZ/ibJ2sis1g7uvuElyB1lZGMn0iEep5BeXXsf+5FRiO9p55sMXMMsJsZJRejz87dPXSW5tpigmnt8tvUpOVThFWD9kJLdfeTsdWh0zi/N59uPniLDLa1wKCW0tvPTGf0lob+VwfBI/vvo2OnR6yeeRhZFMr3TqdNxxzS3UmC0Mbazh75+9gtottsCHjNFu46kPlzG7+DCdGi0/vfgm2vUD3MRP5ji2Zg7j5qvvoEVvILeqiOc/elZ0ouYPnajODl54439kNDVQGh3LLdfeEXShX4U3lE2HQkxrayuRkZEM+cNfUOrFSVq3XvrH8eikHeNV98Mtk1itRGmXtq9Q2aTtzEdXlPP2f/+D0eng7ckzeejcywLu7tU2SZcIrm6XxK/CK7XmXxA9HN2+pZrS3Mh/33yRETVV2NVq7rvser4fdXIYt0vimnUbpK8/r1bqgpJ6Y6VregqntGOUNmlfnlqigjOqqoJly/5HjLWDw/FJ3HL1HdRH9N5XSuWQdg1FP+zjPBK7SbiDWeNGLya7jVde/B8Tykuptli4+va7KY85uSeax2aj8OHf0dLSgsXS8/2UNSMZUeSlpvHzS6/Dg4Krtm/kxk2rB3pKpzS5pUW8/9yTjKipojbCzHU33dWtIJI5dTiQnMr1199NbYSFnLpqXn39PyS2Ng/0tE5JtE4nz762jAnlpTQajdx004+7FURSkIWRjGhWjBjL/y25AIAHln/Kr5Z/KofEdsNFu7byysvPENvRTl5SKpff/jP2pJ1aHUZluqcwLpHrrr+bishoshvreP21f5PWJAfuHIva7eZfb7/GzMIjtOt03HLj7RxJTOrzeWVhJCOJV6bP43lfJ9JbNq7i7RefIquhdoBndWqg9Hi4f+Vn/PWjt9C63XwzahzX3HI31ZHRAz01GQmURcdx/XV3UxwTT1pLI6+/9jTZ9XKtRgCF18NfPnubRQf2Y1Or+fH1t7AvLT0k55aFkYw0FAqeOOt87rzyJpoMRsZWlfPh//7BpTs3/6BLB5nsNp76YBm3bloJwDPzzuKnV9yAVSuxuYzMKUFVZDTXX3cX+XFJJLa38trr/2FETcVAT2tAMdlt/Pnzd7lw33acSiX3XnMDW4YMDdn5ZWEkExTfjxzHhXf8gs1ZQzE5HTz66Tu88MZzP0iTxviKYj586QkWHtmPXaXm55dey7/OPEcu8zPIqY+w8KPr7mR/Uhqxne288erTnHVw90BPq99RejxctnMTXz/zGJft3oIHBb+6/GpWjgxtWx/5aZEJmhpLFDde/xP+tug87Co1cwsO8dmzf+OmDatQeU7/8G+lx8Md65bz+mv/Jr25kYrIaG649i4+Hz95oKcmEyKajRHceM1P2Jg1HJPTwVMfvsLPVn3xg6loP7PwMB+98Hce+eJd4jvaKI6O4/arb+XzCbkhv5Yc2o0c2i36GGvPx2Q21PHnz99lenEBAPuS03hoyRUcTEwTff7BFNqd3NLEXz97gyllhQB8MWoSD599GW16Q1dot1jk0G5xhDu0G3pe4yqPm/tXfsHNvrYTtREWXp06j/fHzqRdJz5vbLCEdg+pr+FX333G/CN5ADTrDfxn3hLenjwLp0qN2yh+fYgN7ZaFEbIwEn1ML8IIAK+Xy3Zu5lfffkakzYpLoeSVaWfwzOwl2DSBkxkGgzBSu90szdvBb7/9CIvdRodWx58XX8KnY6d05V3Jwkgcg0kY+Vm6fye/XPEpSW0tALRrdbw3fiavTZ4nqujtqS6MojrbuXvNcq7avgG114NTqeTNKbN5Zu7i45JZZWEkAlkYiSMswshHXHsrD371EefkCfb10qhY/rjkcjZn5fR63CkrjLxeRtVUcNHerZy7fwcxvuz83SkZ/OqC6yiLjjvuGFkYiWMwCiMAjdvF0v07uXXTCob5ouycShWfj8rl5akLKIjrOcz5VBVGGpeL67at4ydrl2OxC9nq3+WM5Ykzz6M4NuHkY2RhFBhZGIkjnMLIz6J9+3lw+QcktzUDsGLYGL7PGcfaIaNoMJlPGn+qCaO49lbOzd/OhXu3klNX3fX7epOZN3Nn88LMM3F106FVFkbiGKzCyI/C62H+wYPctHUFU8sLu36/ashoXpq2kB2p2SdVKTnlhJHXy8Kivfzi+8/I9AUf5SWm8tdFF7A5u+eq8rIwEoEsjMTRH8JIbRPCQX+65kuu3rEepU9yeFCwLzmdNUNHsWroGA4kpoJCcUoII63LycIj+7ggbyuziw+h8j0edpWaFTlj+WTsFNYPGdFraXxZGIljsAsjOFoOaHxlMTdtXcmZ+fu61vmu5ExenrqAFcPG4vFFVp4qwii5tYmJFcVcuXN9lyCtjTDz5Pxz+Xj8lK759sQPVhhl/Vm8MPJog3hQJQoXryr8t0zhkfhwuyQ+2EG8+JVSXx7HXCOnuoqz9+9m/uEDjK0sP25cjdnC6pxRrBo2mo1DcujUScjNkfpVdPeMeb3klhVz0a6tnLN/Fxbb0aJ6O9Iz+WjSVL4cN4FWg1HclCSaSTwaaR9C6ngIYgMlNc42iEdCIXHNSh2vdEgXkEqJQXInPhNZ9bXctGEVF+/ehs4XcVcUG887k2eSl5LK4bhkmkwR0i4i8WOcuOFSud2MrKkkt7SI3NJickuLST6mzJFVo+GFufN5ft4C0c+eVy1+Ph6bjeLfy8JIFLIwEntMaK6R0NrCGYcPMP/wAWYVHMbkOFpt0qFSsTlrGKuHj2JVzmjKomN7L8gq4atQedzEd7SS2txEcksTKc1NpLY0MaMwn6zG+q5xFZHRfDJhCp9MmExhYrz4C/inJAsjUZyOwshPXFsr121exzVb1xN5QtuVelME+QnJ5McncTghSfh3QlLPbRckfowIu5WJ5cU+wVPEhPJSjM7jK7q6lEoOJKWyNWsIy+bOpSpKWpUQWRiJQBZG4hhIYXQsGpeLacUFzD90gAWH8sg4IWnWpVDSYjDSYjDS7Puv8GM4+Xd6I3aNhoS2FlKam0huaSa1pZHklmZSWppIbG1B7e3eXNWh1fLN6Al8PHEKWzKHdiWseoL4rmVhJI7TWRj5MdltXLpjCzOK8hleW33S+j6WSksU+T7hdDghiXadAY3bhcbjRuN2o3G7ULv9/3ajdbu6/q1xu4iw2xlbWcrwuhqUJ7zWW/QGdqVnsj0jm53pWexJy+iqDhLcehI/VhZGEpCFkdhjwnsNhQuG1Ncy/3Ae8/PzyC0tQuOR6OsIgFOppDoyisrIaOEnKpqC+ERW5ozp1kQhCyOxF5A4nh+GMDoRg83OsLoahtVVM7y2mpzaKobXVneFioeK4pg4dmZksSMjm+0Z2RTEJfRYEeRUEUYSTikjE2YUCgrjEymMT+Sl2QvQOp1EWTuIsnZisVqJtHYSZe0k0vdz7L8jrZ1E2qwYHXZqzRYqI2OoPEboVPkET73ZHNA5KyMTLqxaHXtTM9ibmnHc7y3WTob7BNSw2mqG11WjczlxqlQ4VWrff3v+t8P370OJyezIzKYh4uRo1VMdWRjJnLI4NBpqNVHUWqJ6HhSKAAYZmQGm1WBke8YQtmcMOfmPfQxgGCwM0mnLyMjIyJxOyMJIRkZGRmbAkYWRjIyMjMyAIwsjGRkZGZkBRxZGMjIyMjIDjiyMZGRkZGQGHFkYycjIyMgMOIMiz8ij9kI4K2W7JWaCh7YoQEhQSC2y3HPR6R7xSLyIRy3xvp6CxUCCKEYtueK15LyQYCpkn4pdsoO6ueIJqrKAxOdCau+g/kDybZX68kDamvWIfHfLmpGMjIyMzIAjCyMZGRkZmQFHFkYyMjIyMgOOLIxkZGRkZAYcWRjJyMjIyAw4sjCSkZGRkRlwZGEkIyMjIzPg9IsweuaZZ8jOzkav1zN58mTWrl3bH5eVkZGRkRkkhF0YvfPOO/zsZz/jd7/7HTt37mTu3Lmcc845lJaWhvvSMjIyMjKDhLALo3/84x/ccsst3HrrrYwaNYonn3yS9PR0nn322XBfWkZGRkZmkBBWYeRwONi+fTuLFy8+7veLFy9mw4YNJ4232+20trYe9yMjIyMjc/oT1tp09fX1uN1uEhMTj/t9YmIi1dXVJ41/7LHH+NOf/tSnawZTg0shsZiT1PH9gTfc9dCCOMYrtZ5gEDWywk4wdeAk1i6UPN4VxJxOxTUrdUr9scYlvhE9ylOwUKXk91kQ1wjDx+6XAAaF4vib4/V6T/odwAMPPEBLS0vXT1lZWX9MT0ZGRkZmgAmrZhQXF4dKpTpJC6qtrT1JWwLQ6XTodLpwTklGRkZG5hQkrJqRVqtl8uTJfPvtt8f9/ttvv2XWrFnhvLSMjIyMzCAi7P2M7r//fq6//nqmTJnCzJkzee655ygtLeWOO+4I96VlZGRkZAYJYRdGV155JQ0NDTz88MNUVVUxduxYvvzySzIzM8N9aRkZGRmZQUK/dHq98847ufPOO/vjUjIyMjIygxC5Np2MjIyMzIAjCyMZGRkZmQFHFkYyMjIyMgOOLIxkZGRkZAYcWRjJyMjIyAw4/RJN11eULgVKkfW4gqlNp3RKrOUktS5TMLWfJG4TPBqJ44P45j1aiR9Eai0xqbXsAKTWN5NcB07i+QGFR9qkJK8/p6ThwjXcEm+U1DUeROk7r0ra9+3RSLuIRyN9PUl9jlBJGy61hmQwKNwSDwii1qHY97GU88uakYyMjIzMgCMLIxkZGRmZAUcWRjIyMjIyA44sjGRkZGRkBhxZGMnIyMjIDDiyMJKRkZGRGXBkYSQjIyMjM+DIwkhGRkZGZsAZFEmvpwxeL6nNTeSWFDGyphKd04nW7UbjdqP2CP/VuF2+/578b4daw5H4RI7EJ3E4IYn8hGSqLFGgCCJjUEYmTGidTpKbm0luaSK1pYnkliZSWppJ8f07sbUFm0ZDi8FIq95Ai8FIs8FIyzE/J/5/fYSZVoNxoD+azCmMLIx6Qe12M6q6gtySIiaVFTO5tIjEttY+nXNcZdlx/9+u1XE4IZkj8YnkJyR3CakGc4QspGTCitlq5ayDexleU+UTNo0ktzQT394W8FiDy0m0tVPS9fYnpbIqZzSrckazNyUdr0pe3zJHkYXRMVisnUwqKya3tJjc0iLGV5RicB5fe8WpVHIgKZU9qRm06Q04VSocKjVOlQqXSoVTpcLp+/+ufytVOFQqIuw2htfVMLy2imF11QypryXCYSe3vJjc8uLjrtNkNHE4IYnNWcN4a+osGiPM/XgnZE5XVG43swsPc9GurSw6uA+dq/t6R50aLZWR0VRGRVNpiaLK/+/IaGrMkWjdLqKsnVisViKtnUTaOomydgr/9v0If/f922ZlTHUFY6oruGvNtzQYI1g9YiSrckazblgO7XpDP98JmVMNhdfrDX+xpCBpbW0lMjKSrD//BaVeL+oYqbXE0hobuG31aqYVHWF4Xc1Jf282GNiZns2OjCx2pGexNzUDu1or7SI93GGN20VmQz3Da6vIqa1mWF01w2uryWysR3nMQTa1mg8nTeOlWfMpi4nr9lxS63D1R206qbXmTs3adEHU7ZJYa64/atONrKziol3bOH/PdhKO0XwOJySxfugIKnyCpjIqmqrIaJp1RmmaeYCh0R3tzMs/wPz8A8w9chCz3db1N6dSybbMIaweMYqVOaMpiovv9tqS6y/2R206qWu8X2rTSVxPwaxxh/hjPDYbxb//HS0tLVgslp7nMRiE0ZA/iBdGqk5xNynCZuXH67/jhi1r0LqPVhYsio5nV2oWO1Oz2ZmWTVFMPF7F8XEeyiBeBlLQOx1ktdQyqracy3dvZFy1YNpzKxR8O3w8L09dwL7kjOOOcUuUj26D9K/dJXHz6tFLe/N7g3h5oJB4jMQipgqH9BgflVXaNdQ2aeNVtsBjAKI72zl3/w4u2ruV0TUVXb9vNJj4cmQun4yZyoGE1G5f/JKLAUv4CGq3m4mVRcwrzmNeQR5DG2uP+3tpVCyrh45m+cgJ7Egb0vV7l7hXQBfBrHG3XuKmTifxRvVDyJhU4aK0SxdGKglr1mOzUfiwLIxO/rvHzWU7N3Pv6q+J7WwHYGPmcN7Incuu1CyajBEBrxFuYQTg9VcD9nqZWlbATVtXMq/oQNffN6cP46VpC1ifNRIUClkYieU0F0Yal4szCvK4aO9W5hYcQOMRvgOnUsXqIaP5ZMxU1maPxKXqXTUOpzDy49dC0pvqmVeQxxkFeUwtKzhuc/jlqEk8duZFNJrMsjASiSyMwkCohdGcgoP86rtPyamrBqAwNoHHF53P2ozRkkwS/SqMjmF4XSU3bl3F0oM7ul4yh+OSWTZ1AZ+Pn4RLJb6evSyMRJ5+kAgjjdvFj9d/yzXb1xNlOxpYsCc5nU/GTeXrYZNoMZhEX6M/hdGxGO02ZpYc5sz8fZy3///bO+vwOMr8gX/WLe5J423qkjZ16kBpcSjF4dCjHA53HBwcx90h90MODjjB3b04VeruLnH3ZJNNVuf3x+ymlmZndjfZpOznefJAk5l33p19Z77v1zejEgQa9UaennU+n40dJ+s5DQkjaYSEkQQCJYz611Tyx8ULmXZ4HwCNBiMvTjuLj8dMxqFSobLJm1ewhJGHpOYGrt68gvk71mGyWwEoj4jinfHT+XTUBCw67/cqJIwkDt8HhFFGXTVPL3yP4ZWlAFSGR/LNsDy+HjGO/LhEAJQy13iwhNHRDKso4a8/fsKQatHEuCYrh0fOnX9Sv+nxhISRNELCSAL+CqPo1hbuWPEjl25Zh1pwYVOqeH/cFP475cxjch76mjDyENFu4dLta7h680riLKJTuklv4IVpc/ggb0qXu8iQMJI4fG8WRoLAxTs28KdFX2K022jUG/nbWfP4efAoXMrj/Jx9UBiB6F+6dtMv3LbqR/QOB+1qNS/OmMObk6bjVHb9kISEkTRCwkgCvgojjcPBNRtXcOuqxR1ROz8PHsEzs86lOCb+xHP6qDDyoHXYOefAZm5Yt4ys+hoAvh4+lr/MvQSrpnNnUkgYSRy+lwqjiDYLj/74KXP2bQdgXcYAHjz3Sqoiojo9p68KIw/pDTU8sugzJhUcBGBPUj8ePu9SdqeknfSckDCSRkgYScAXYTRr+14e/ukL0hrrAdiVnMo/zriATRn9T3pOXxdGIEbTKQQX125cye+XfINacLErKZXfXXoTNWEnLoCQMJI4fC8URqMPF/LcV++Q3NyIXankhWlzeXPCzBO0oaPp68IIwKETuGj7Rh746Wui2ttwKhS8OWkGz8+ci119YkBGSBhJo7cIo1OqNt1527bw349fJ62xnqrwCP54/hXMv+HuLgXRqYSgUPL2+OncdMUtNBhMDK8s5d13XyK5qSHYUwsRIM7fvom33/8Pyc2NFEXHcdU1d/L6pNO7FESnDAoFX+aOZ+7tD/DN8NGoBIGb1izj49f/RVZttffzQ/RqTpkVPGvvbp767EOUCHyaO4E5tz7I1yPHnZAj9GtgfWYOl113F6WRMWQ01PLeuy+R1lAb7GmF8AOFy8U9i7/j6S8+QOd0sHjgcOZdfy+7UtK9n3yKUW8K5/fzruF3l91Ag8HEsMoyvnjln1yyZR30XkNPCC+cEm/q8fmHeOHDd1C7XHw9PI9HzplPm1YX7GkFlZLoOK655jYKYuJJaW7gvXdfor87pD1E38JotfLix2+xYOUSAF6ZdDp3XXydpKjJU5klg4dz/oL7WJuVg9Fu4/FvPuGJhR+hEOTaGEP0Bvq8MBpRWszL77yBzuFg0ZBh/On8y3+V2lBnVEZEc+3Vt3EgPomElmbeee/fDD4qEz9E7ye5sYEP3niRM/ftwqpW84eLr+T5GeeE1rib6ogobrj6Fp45/RzsSiXztm3krmU/BntaIXygT6/oAVWVvP7mq4TZrKzJHsDdl1/jNdzz10ZtWAS/ueo2diWlEtPWylvv/4eRZUXBnlYICeSWFPLZK88xpLKcWlMY1173OxaOGhvsafU6XEolr045nYfPuwyAW1cu5qJtG4I8qxBy6RNVu5XtClTCsdEb/RrqeOvtl4lus7A9JZ07LrkBp0OLplX++GqLPDuzyir/GnKRHWlkOHl0SysmfnvBrfx74auMrijkjQ/+x62X3sjGjAHy5iS3KKRGXpSOT9F03YzC6f2Y45EbbalqO/F3sw7s4p9fv43W6WRfQgq3zbuRishoVG2g8d7h4QTU7fLurVJmwWHBh22t3PI+3gqAfpczjuyJNdyybjF//+ZTyqJj2JAld43LnJNW5hqXHaYICDKj3WQ+RgqZhXpBZsSoxGi9PqkZxZubefP9/5FobuZAfBK/vfJmWn/l9nNvtOgMLLjgFtan5mCyW3n541c5LX9fsKcVohP611by1DfvoXU6WZIznKuvvoOKyOhgT6tP8NJpc/hxUC4al5MXP36TzFCUXZ+hzwmjKEsrr7//P9Ib6iiOjuXGqxbIqrn1a6ZNq+P2829kReYQDA47//n0dWYd2BXsaYU4CpO1nX998RZGu421GTncddF1WH7lwThyEBRKHppzOduSM4hqa+Pl918jyuKDuSREj9OnhJHJ2s7LH77KwJpKqsIjuP6qBdSEnzyJKsSJWNVa7j7nen4aNBKt08m/Pn+Ls3dvDfa0QgAIAo99/xHZ9dVUhEfx+wuu+XXkDwUYq0bLXRfeQGlUDJn1tbz00ZtoTtJEMETvoc+sdK3DzkufvMmo8mIaDCZuuGoBZdGxwZ5Wn8ShUnPfRdfw9fCxqAUXT3/9Hqfv3xnsaf3quX7Dcs7avwO7UsU9F/1GUjuTEJ1TZwrnlqtuwqzTM64on8cWfhLKQerl9AlhpHY6+efn7zKp8CCtWh03X3kzh+OTgj2tPo1TqeLB8y7n09wJKBF47LuPSGxuDPa0frWMLT7EPcu/A+DJMy5kR0pGkGfU9zmUkMSdl/0Gh1LJhds3ceuKxcGeUogu6BPC6JEfPueMA7uwqtTcetmNv8qs8+5AUCj5+1nz2JmcRlR7G//45oNQwmAQSDA38s+v3kEtuFg4LI+PRk8O9pROGdb0H8Rfz5kHwN1Lf+DsnSGTdG+lTwijc/Zsw65Uctclv2FDprxQzRBdY1epuf/8q7BotEwsOsS1G1cGe0q/LgSBpxe+R5ylhX3xyTw6Z76sBnIhvPPJ2Em8PnkGAP/46kMGV4QSv3sjfUIYATx4/hUsHzgs2NM4JSmMTeD/Tj8fgAWrfia8vZPElxDdwpl7dzGuJB+LRsvdF19H+0lafoTwj2fOPJelA4eiczh45PsvQv6jXkifEEZfjcjj2xF5wZ7GKc1nuRM5GJdEVHsbN6xbFuzp/CpQulzcs/gHAN4ZN43i6BN7bYUIDC6lkkfPvQSLRktecQHn7AqZ63qC0SUFXLP+F0nH9glh9M9Z5wR7Cqc8LqWSf02fC8C1G1cQ19Ic5Bmd+py/fQs51VU06Q28OX5msKdzylMVGcXLU08H4P6fv8Fg64FSKr9mBIH7lnzL3b/8JOnwPiGMQtUVeoYlA4ezPSUdo93GLatDkUfdicbh4M4l4kP62sRZmPUyOxeG8Ik3Js+gJDqGpOYmfrtyabCnc0oz5fA+xpYUYJVYL7RP1KZTWUFq+VNNi3xbsK5Z3jnqNpkRZz6Yp516eU5sm0PevkJQdTa+ghcmncPrn/+Xy7au5b1R0ymLPJLL5dLJm5Pcrpk9gty6XV7qoXWGSkItrss2bSCtsZ7qsHA+HTxFVk1FXbP8iEdNq8zadHaZdQh9eJPYDd27F3Z2UjfOgYanZp3Pi5+/xY2rl/HF8PGURR1Z40qZ+15Xbww+ldnNWG4dQpBQn1MQuHupaIL+bNRE2Lra+zzkTyPEqcyG9BzWpg9E43Jy61pp6nUIeRhsVm5d+TMA/5tyJm2aULmfnmTxwBGszcxB53Rw/5KFwZ7OKcnpB3cyvKqUVo2Ot8dNl3ROSBiFOIF/nXY2AOft3cyA2oogz+bU46qNq0hoMVMaFcOnYyYGezq/PhQKnjjzIhwKJbP372RSwYFgz+iUQulycccqsafUu2On0WiQVkmkT5jpeitapx2TvR2D04bRYcXosGJw/1fvtPND+pHeMxcWriXFUsfy5JHsiUrr1bkku5PS+XnASGYf2sEda37grvNvCPaUThnC29u4aY3oq3hx2lnYVWp6vV4kCGS2VDGm9jBjag8zuLGEZq2RElM8xWHxfJU5idqwvlUj8lB8Eh/mTeaaTau465fvWZuZ06ufyb7E3H1byamtpEln4K1xMySfFxJGfvDYxneZVH3yNgw/p47uaPY3qi6fM8q3c8XhFRSb4vgpNY+fU0dTaYzpqenK4qXJczn98E5mHd7FyIpCdiRnBntKpwQ3rF1GVHsbh+IS+aa3pisIgvjjfjnfsfsbLi1Ydcwhie1N5DSLWvO36eM7fn/5wV+YUrGHkrA4isPiKQmLpzg8nnJTDA5l73rd/O+0M5m/bR2jyouZUHSI9Zk5wZ5Sn0ftdHLbKtG8/+b4mWJgjrVd2rndObFTBkFgdE0+Fx5exxPjLsXpDqewqMU9rUWlpU2tw3Lcj9rl7BBGi/vlIigUTK3YTXprLTfv/4mb9//Etpgsfkgby/fp44L28TqjIDaRhUPHcdHuDdy5+ntumncrENo5+kNsi5lr168A4F8z5vaqitzJrfXk1RxiTM0hxtQc5uGx17InWiy7tSc6jfYiDTtiMtka158dMVmYHO2kt9SQ2lpLtSGyY5zBDaXk1hWQW1dwzPjtKg2fZZ/G24Nm0abpHdGx9aZwPhs1kas3r+KWNYtDwigAXLBrIxmNtdQZw3g/b6qsc7tNGBUWFvL3v/+dpUuXUllZSUpKCldffTUPPfQQWm3fyDJXCC6mle3m6r3LGF5fDMC2+Cy+6Sfa+R8ffRl/zbsCQeH9pbI6aRirk4ZhcLQzvWIXZ5VuYUztYXLrC3AqlMcII7E+XPDbp/9n4lmcs28zE0oOMan4AL9EDwr2lPo0v129GJPdxs7kNBYNHhHs6RBus3Dj3p+ZUrGHZEvDMX8bXXu4QxitSBrBijkjsKuOfV2sTRxywphvDT6DVclDSW+pIa2l1v3fGowOGxcWrOOjnGn0pvoeb06cwWVb1zCp8CAjyovYEhmqe+krGoeDW9eIgTmvTThddh+ubhNG+/btw+Vy8fLLLzNgwAB27drFzTffTGtrK88880x3XTYgqJ0O5hRt4ep9y8gw1wBgVan5NnMc65OOvJCPfzil0KbW82PaWH5MG0t8WyNnlm2lKCyh4+8x7WbeWPE8S9NG8kNGHvti0vz/QD5SGRHNxyMnc83Wldy5+nt+GTkwZFf3keSmBq7YvAaA52adHfT7mNVcyfOrXiWuXUxudiiU7IlOY0v8ADbHD2BPxJGXspx1XhiRSGFE4rG/FAROq9xLuM1Co+6IM3tgfRkHYvr590H8pDwyhm+H5XHRzo38ds0SFgy5Pqjz6cvM376WZHMjlWGRPhX77TZhNGfOHObMmdPx7+zsbPbv389///vfXi2Mwm0WXlv0AukttQA0awx8MWAynwycQoM+HPAhz+gk1Bii+GDAsZn3Myp2EGs1M//QauYfWs3apEE8NOla2tXB0SZfG38G83atZ3hVCdMO7WNFzom74RDeuXHtMrROJ+sz+rMma2Cwp0OZKRazRk+rWsd/hp/D5oQBtKmP7GTl5hl1iULB6uShx/xqYuU+nln7Bp/lTOKF0edhDdL6Bnht0iwu2LmJMw7sIqO2lqK4uKDNpa+idLm4ed0SAP43+Uxsao38MQI9qa5oamoiJubkDnur1Upzc/MxPz2NWWukKCKBel0YL446l4vOe4iXR87tEETdzdcZE/n9+Bv4OS0Xu0LFpMr9/N/qN9E67T1y/eOpN4azcIgYFTj9wJ6gzKGvoxBczN67HYDXJs8Kmlakcjk7CoTaVBrun3wD151+D6tShh0jiHqC/u7gh0sOruWtn/7FgIbyHr3+0eTHJbI+Q+wGMGNfaI37wtCqUhJamzFr9Xw1Yrz3Ezqhx4TR4cOHefHFF1mwYMFJj3nyySeJjIzs+ElL634TldZh566tXxPbdkTw/d/YS5h/zgN8MHgGlh52tjqVKtYnDubRiVdx28wFtKp1jKs+xONr30XtCk7r5LUZomlycv7BoFy/rzOqrJiEFjNmnZ51WcFxkhvt7Ty75nWuPLi843flplhsKvk72EDw/sCZ3DHzt9Tqw8luquKNn17g0v0rg1ZNe8UAUeOftn9/UK7f15lcKN63dRk5PrkvwAdh9Oijj6JQKLr82bRp0zHnlJeXM2fOHObPn89NN9100rEffPBBmpqaOn5KSkrkfyI5CAKPrviIyw+s5JadP3b8us4Q0eNCqDN2xWbyhynXY1WqOa1iLxcfWhuUeWxMHYBToSC7tpqkpgbvJ4Q4hukHxd32iv6DfX5Q/SHe0sR/VvyHcdUHuX7fEqLbzT0+h87YkDyQq86+j5UpQ9C5HNy3+Wv++cvrQZnfquzBAEzIP4TOHhwrRF9mcoEojNZk+h7kJPvJuP3227n88su7PCYzM7Pj/8vLy5k5cyaTJk3ilVde6fI8nU6HTtdz5oLfbvmZOYe34VAoWdGvd/ZK2hbfnwdOu45ZJdv5fEBwOoCa9QZ2JaUzqqKI0w4f4PMxE4Iyj77KtENiLppn992T9G+o4Pmlr5FoaaJWF84fJt/QYyZnKTTqw/j99Bu45OAa7tzyDaeV72N0dT5L00f16DwOxSVSER5FsrmRCfmHWTFocI9evy9jtLaTW14IwJqsHhRGcXFxxEl08JWVlTFz5kzy8vJ48803UfqYV6FqB5VE7V1qQcgziraxYIsYhvjssIvYEDYIbZM0M5imRaa5zAfTg9Nw5KvZpuvPtgH9UTcJqOn82gpBKSnE3INDL++7WJcyUBRGhw7wxUhpwkjRExYXuUvKKe9whQ+xKkcXnoxtNTOsshSANZmDOy1KqWqTd6O0LdImNabmEE+se4cwRzuFxngeHHkdVUSja/C+81fa5N0oQSX/2VZGHFnj3yRNZPeUDKZW7mZ11HB0zSde36WR97pymOQcrWB15iAu2bmeafv2sXKARGEk1/3nk7tQ3vqQ+9z5VAz4qDzWifmH0bhcFEfGUqGPPeZvAEjs1NFtPqPy8nJmzJhBWloazzzzDDU1NVRWVlJZWdldl5TMsNoi/rzuIwDeHzyd71N7V8KpZASBcXUH0DjtCAql6KDuJtalihFgkwoOuPOgQkhhcr5ovtidlEqdqec0ktnFW3h29euEOdrZGpvFnWMWUGWI7rHr+0J+RDJvDzyj498Gh5WJVSevcBJoVmWJAmjqgZ675qnApGJxja9N9y8PsduE0c8//8yhQ4dYunQpqampJCcnd/wEk8TWBp5e8RZ6p4OVKUN4KbfvNu5TIDClejevrn8REIMflN0kKHYmptOq0RJjaWVwZfAin/oaU/P3Akd8Ej2F0WFFIzhZ3G8U9552My2avtUvKdLawusr/sUTm95mSENxj1xzXcZAHEol/WtrSK2v65FrngpMdgujNb1VGF133XUIgtDpTzCJsFlwKRQcjErmkdOu6lUlWeQiKJS83n82LoWS/1v9JgAuhbJbNBeHSs3GTDH8NVTlWBpKl4vT3PdqZQ8Lo6+yJ/H7STfw13FXBCVowl+atCYORKagFlw8uuUDwmyWbr9mi87A1vRMAKYeDEXVSSGluZ7MxhocCiUbUwf4NVbffRP7yMHoftxw1p3cN/2GXhEx5y/NWhMPj7qaYXXF3L31a0AUUt0RIrvanax5WkgYSWJYZQnRba006/Rs75fRvRcTBG7d9R0R1iNd+tYlDZblR+xVKBQ8PXIeZcYYktsaeGDHZz0S9r1ioLi7D5nqpOEx0e1IyqBF55/23UdXqnziLU0d/19tjKLK1Lvt53IoN8bxp8nXckH+Oi49sBIQTXiBZk22KIzyivPROkLhr96Yelh8oa3NHNhRMLe7mFu8masO/sLfNr7frdfpSVo1Bv4y5irsChXTKndz6b5V3k/ykxU5ogY76fAhNI7g5PX1JSYVixvTten+VxX5VQij8w6v57Nv/sGs4u3Bnkq3sSMui8fHXcbtO75lcvkeBIWyw38UbrMwqWIvZxVt9usah+MSqQqPQO9wkFdc4P2EXzlT8kVhtLJ/95ro4tqauHOn2LF0Q0LwSw0FkgNRqfxnqOjXvWvTNwyu697cw73JKdSawgizWRldXNit1+rrKF0uJpR4hJH/RZRPeWE0uuowD2z4HL3TTv/G4EfydSeL03N5efgcnlr9FqnmGlxuE41FrSO3poBLDq3mr+v82DkrFKx1m+o8UWIhOifS0sqICtHxvjqrG4WRIHD/1s8Jt7ezJzqNjwfIK9vfF/g8czIrkoahdTm5d8PX3XotQalkxUDx+5oWMtV1ydDqEiKtbTTrDOxO9L9aziktjFQuJ4+s+wi14GJRei6vjpgd7Cl1O+8PnskLueeh89SyEwScShVvDj2Dx8ZdxsCGMu7Z+pXP43uKfOaVhDSjrhhTVoBKEDgUl0hVRFS3XWdszSEmV+3DplTxxJhLu90cGBQUCv4x8hK+6T+OB2b8ptsvtzpHXOPjC/K7/Vp9mTHl4jtgQ+qAgKy7U1oYnV2wiZTWBur04fx94qVBL9vfU3ySM5XDUSniP9yfuV2tpSgikcfGX8aomnyy633TEkuiYwGIa+0dJWV6K/EtYq3D4ujurQB9Ub5YIurbjPEntm44hWjRGvnblMupN3R/rlZxjPidxbWE1nhXxFrE+1MWERuQ8U5ZYaRyObl+l1jS/N0hM4Jaoj6YKAXXMaHekdZWYqwtOHzcyTQYxbT2mNaWgMzvVCXaIka11RvDvBzpO/FtjZxWKda9+zJ7Urdd59dGvUlc49GtrV6O/HUT1S7en0a9MSDj9b0EBInMKdxCv9Z66vVhfJHz63hQw2xtpLTWE9Nupl4fTo0hEgUurCoNrRoDo2ryya3Np0EXhtPH/CrPyzXMZkXjcGBXn7JLyC9iLKKw9gjv7kApCHyfPpb49iYKIpK67Tq/NjzfWZjNitZux6YJTmXz3k5Um1sYGQKzxvvEm0TpFFA6pIUqq9vF4+LNzViVaj4cMB2nQ4O6i/M1Znlhyuqm44svecGH/AilXV7BWKdOSURbG/+35k3i25spDE/EZG9DgYBCAKtKg0pw0a7S8N6AWVQYYlHKjM5WuMCsNWBXKtG4XMS2tHTpDxHkWkWlFiA8GrXMBF+XTCHsg2VX4TyiOTbow1B4qdKktsr73OoWccA6IvjnwItAEDp+d9JzmiQWCHOjbLfJOl7Q+KBpK+XlpdhNnV9DIbiO5NYdZYpXOHwzy5v1ehxKJWqXi2iLharIyJMeKyhlrlm1D2tc5imCzOfIlxqSSodAtFsYNWmMXb6fBafEd7f8afQN3hs0ix/T8/pcGRR/qDZE8cbAM/njjs95btgFFIYlEGs1o3M5Olo+N2sMVBpP3uDQKwoFjQYT8a1mYixdC6NfMz1hpuvgV+IL7YwESyOX71/BC6PPD9x9UChoMJqIbzETbWntUhj9mol0m+ma9IHRjE5ZnxFArSEyaO26g8UPaeP4InMSD23/GJUgkB+RzN6oNDYkDOJAZD9REPmZyV5vEl+wnhduiBPx7BobAmTCOJ7LClcwsLmsW8buS7SqdVyQv46pZbsAMfclEHhMddEh3+hJCbTP6JQTRqNrDjO4oZub8vVyXhh2AQci+vHUxjfQODvJIvdzB+nZ7UdbQg/qyfDcm+7QjNJbqrn14A/8d/2/ibE2ez/hFKZVa+CHzLFcsX9FQMdt8AQxhDZcnaJ0uYiwtgGB8xmdUsJIIbj4/bYveH3ZC5xRsjXY0wkqD4+9lihbKxcXrQn42J7F59n9hzgOQSCmzRPAEHhhdH7pegDWxg+mXhcR8PH7Gl9lT2RUTQHR7Wax8HEAatgd0YxCa7wzwm1tqNz3uUkX0oxOILeikExzNS1qPWuSer6rZm/j0lkP8HH2tICPW98R3h16UDvDZLOidYoBBYE20+ntVuZUbAHg69SJAR27r3IoOoU9MWlcvW85AKoAVK0PaUZdE9kuVlFv0ehwBKgq/CkljM46tA2AFSnDTomK3P7iKQcU6GrHHbvGkJmuUzxh3RaNlnZNYH2WZxVuI8zRTpkhhk2x/pXsP5X4POc0zi3YABCQagAhzahrOvxFAdxsnTLCSOVycuZhsRDq4tTc4E6mtxHgaCuP6SlkpuucaI+JLtDBC4LAvAOi2XVh6oS+2x6iG1iZMhSHQsmUst2A/4EMHs0oJqQZdYpHGDXpQsLoBPLKDxPb1kKj1simhJxgT+eUpqMKQ0gz6hTPCyzQ/qJhtcUMri/DplTzQ0peQMfu67RqDaxOGcaCHd8D4HJvwPR2GzqHvJwpOGKKDpnpOifQkXRwCuUZTSg9BMDqpKGnZrFIPzDZ23AplLSp5SXSnow2t+nJYJP/kP8aMNjF+2IJsIkus7maSmMUOyMyaNZ2X2UHXxhjPkyczcyqqMFYVMExkb819HQml+9F6XJ1dHDOrShkUtF+VmcOZkOa9E1qmza0xrvCs8YDmTpzygijjMZqAA55CoSGAOBvm99lRuUunhh1KT+mBmY33aMJnX2QJvdu0ePkDRTf9R/Hd/3HEVYhr5pCd5Nka+CBoq8Id7Zx0JhMgSE4wqg8LJbPBk4R/+H2k5ZFRBPT1sIda37gmsukC6PINvG7azYEbud/KtHsjqALt7UFbMxTxkz3yKzLuXz+PSztNzLYU+mR9shSadCJVY7TW6oDNmasu2J3XVj3V1Dui3h8RVHd5FNz9TJf0Y1Vy/g2Ng+HQoXR2fOC0mg/Up6royiw20xXEhXPs1PPI9ncwLT83ZLHPLLh6l0aaG+hsRs2XH1DMxLwWp/JotGzLy6ViDYHKps856XKIq9Im6JV2m5AKbgQUCC4Tj55hSAgKBQd/+04V2bQgdLWubq8OGEUe8NS2RuZhvKo+6Lwwb8ruN+BsW5fUZ0prON3nR6vkVkjS+eliFsnqI6qTae1O8isqOVAWuJJgzbkNpJ2+VBLrNF0dB6W4DWARO53obLK//KUrfLqKSrapAmVcW0FxFib+U/MLM5RbCaupR4lCdLmpJdXgFThPHGN6xw27t/yOWG2dt4eMou90Wk4leL9VrmcOJUqGg1hLBowkjMP7WBF9rAur+FyW/g9mlGDydjxu07RynzX6H1oZS6zyKPTLm+z4vKhJmRlWDTLM4ZSFBXvvXaexOH7hjDqIygFFzNa9lGkjeWwLvGoHaxwRDAdXcjRLYCina2ca97B5c3r+W/0TL4NHxWwOe2OymB3VEbAxoOjNCNTL9GMBIHZm/by4Hs/kF7dwKfTx/Cn317Y4TfoaTyakdbpxGizYtH5b7bKaqzk30teZldcOn/LvtLv8SQhCCg7eZO4jipKen3jKt6LnESj2oRDoSLW0bMOf6taS2ybmTE1h0lsa6BdpWVJ6ii+yxyHWSmakeNamxlaXcqGtAEnFFM9GVFuzcizsehptDY7glLRa6viF0QncvfZNwZ0zN75SWUyvKqI8/dvYmtSFqsNwTPTaQUHQ6wV3Ff7I2algQ3GLH4KH85uTUqnphVBoSDZ3sjv636iQCs29Oo9Br6T4xFGtabg+4wGllTx8DvfcdquI1055/+yBa3DwR9unYdT1fPBLO0aLRaNFqPdRnRba2CEUVMVse1mYtt6sOGbQoHrZGXLFQp+07iaXbp+rDX0B6BWHY5OkFkKPgB8lDOV7OZK7pr6W84r2MDskq1ccXAFa7IGUh4ejdFuI761mVUZQySnOURb3JqRsed9RjklVXzy11cxtNs5mJrAnsxk9mSIP/sykjEbT80cylNCGOVWFnLp7jVEt7WwemjwhFG7Usu/407nvehJ5LYVM711P3+r/BKADYYslpkGs8GQDYha1KzWfZxv3sYK00C26tOZ3bKHrfr0gM9rREMB2S2VrIofRp3e//Ixng6Y9UHUjCJbLNz7+WKuXrIelSBg1ah57ZzTKEiO48lXvuSC1TvQ2p3cc8f8oOwuGw0mjHYbMZYWyqL874SZ1VQFQEFk93dzNTqtxNvqiHO2kOBsJtHRTILDTIyzlSx7LV+Ej2aTIZMh1gpWGnNIcjSRaW9A77Jxhnk3sY4WfooYwWFdz3SeXZMyFP16G0PqS3hnyOl8nDOVsdWHmFa/g5GVRUS3tfJm3kx2J6bJ0IxEYdTYwz4jvdXGi//6mEi3WXVYUQXDiiqOOaYoIYa9GcnsyUhiT2YKezKSqYyJ6PPV208JYZTRWAMg2i97AU0qI7+EDeaXsMGYnO2MsJQwzXKAv9Qs5JnYs9imT+fqprVEOtv4JHIcq4w53F6/hHxtHJXqwJerv33/dwwyl1Gni2CVvmubuRSi3Pb0YDh3VU4nVy7dwL1fLCa6RfTd/TB+GP+46ixKE8TWGM1GPS/+6yPmbtiN9jkHt991OTZtzzZIazCYSGluCFgQQ08Jozh7M38p+4L+1irqVSbMSj2NSiN1qjD26pLZZMhglTGHLFstKY5Gbm5cgR0VzSojesGGWnBhUWppV/Ts/f46eyKXHVrJmpShWNVaVqcM5cfxIwhvb8Osl99GxlN5oaGHzXR/fud7BpZVUx0Vxg33X0u/2kaGFlYytKicoUWV9KttJKO6nozqeuZsPBKQURduZFdWP/7vyjnsjk7r0TkHilNCGGW6w7oLo6Q5Tv1F77Ix27wLveDgk6jxXR7bqtKzztifdcb+PO86Ew0O7qxfQo6tmtuSrqJNKTplJ7QV8E3YyG6JlCo2xTPIXEZ6a01AxotoD07Y66Tdh/nLe98yuFR8Me9LTeSx35zN2uH9jzluydghLLjvKv77zw84fct+Xn72fW6990radT3XTiTQxWQ9wig/MhEC0yWhU+rVYTyUeilOq4N2heak67FJaeCPCZdgVahpU2pp0xm5vGEtk1sO8VZs4OsheuOjnKl8+f0TxLY1U2cQtX+F4OoQRB0N+CQS3ZG43HNr/Jy1O7li6SZcCgX33jafPVkp7MlKYdHYIxvIyBYLQ4sqGFpYIf63qIL+ZTXEmi1M33GQ9Op6zvzzfb3W19QVfW/GneDRjAqj4qGbc9QUgsBfqr4mt70Es1LHJ5HjJKvHNqUatctJsTqGodYK3il7jZ36VHbrUoh2tvJD2IhumXORSRTS6a3+h3drHXb0DjEiqMmHHacvpFbX89CHPzB3k7gTbAgz8Oy8M/lw5jjQdX7vV+QO5Kb7r+GVZ95j2o5DvP7Uu9z8h6tpVvTMy6UhgBn8KpeTDLO4xgsiE6HB7yFPikuhpFltRGHvOpquXamlQnmscDcr9WTbqtG7bLQre7aPWI0xiltm3tYhiIBjhI+s0kmCQGQPm+nSq+p44tWvAPjPBdNYc9wGy0NTmJG1w/qzdtiRv2ttdgaXVPHa0++QVVnHNcvX8sYZU3ti2l0j0STqoXclLPiAydZOgkXs6VLUA5rRvOq15LaX0K5Q801ELiqZ21SLUsf7UZO4LekqnomdQ5PSwJVNG1AgcE/9IvrZ6wM+52KTaL4MhGYU2SaaxpwKBa26wFR0OBnGdiu///RnljzwPHM37cahVPLmmZOY8fR9vHfGRK/BCWuH9+e6B6/DbNAxcU8Bbz35NuEWmS3jfSSQuUb9WurQuJxY1FqqTFF+j9dd7Nan8n70ZJxHvVZ0LhvKAFTRlnT92MBEjYa1t6Nx17brCc1I43DwwgufEN5mZeOgDP51ySxZ59u0Gnb0T+XZS88E4O7vFhPV0rNRjTqHnYyGasaUH2Z6wS6SzfWyfVh9XjPyaEV1hjDMOgMRsjNJpJNtqeS6iqUAvBwzgx8jfA+WaFYZWG/MZr0xm5HWUvZo+1OmiUIvuOcvc1fRFR3CyFLj97geE51Zp+/WQp1p1fV8/PirpNQ3AbBy2AD+dvU5HEyV5zPZPCiDa/90PW/94y3yDhTz/tOvcc19N9AU1r0vmUCa6XROB5sS+2NTqnt1cdRCXTyFumP9tlc1rGVKywE+jR7PD+Ej+4ST3RNJ16rVYtN0v+/rDx8uYmR+GY0mA3ffMd/nCNBPZ+Rx7c/rGFJcyT3fLOIvV1wY2Ikeh95u44L9Gzh/30ayG6rQOJ3YVWqqTRE4lCo+HDGFhYPGIbVGQ58XRj3lL1IIAn8s+hKN4GKNsT8/hgfGpDbAVkWSo4nH484hX3vUZwjgQ1tmjMWJgjCHlVir2a+Iuoh2cWl1t7/o3s8Xk1LfRFVUOA9fdwGLxkgPyz2eHQNSufqhG3j7ibcYVVDGp0++wm2/u4KD/bovGCCQbTYORqdw2xm3+j1OT6MUXExpOUCyo4k7axahc9n5KmpssKflFY9ptSdMdHPX7eKm71cD8IcFF1MRG+XzWC6lkseuOZv3H3+Dq1es48OpE9iXmhygmZ7I9VuXckb+DrYnZfJ27kwKoxKwaLREtVs4++AWLt21hka9iZ/SBkkar/dusySyJHskM677K3cGOAHreEa2FJLZXkOLSse/4mYHTFjEOVrYr02iTB0dkPE6w65U0+QurBlp92+n3q9RNCNWh3Vfh9ExB4q4aM02AG6+5xoW5Q31+37vyUrhqkdupDoynEFlVXz76EtctXR9t5VuqgqPAiCtsa5bxu8LuBRKbk37Dd9E5AJwunlPcCckkfQ68TuriujeLrozt+zn+Zc+AeDNOZNYMtb/hqBrh/Xnx9zhqF0uXnj9A3S27sn7Glt2iNmHt7Fw0Dj+MeUifu4/igNxKZRGxrErMZ2nplzIroQ0ZhRKL8HU54WRVa2h0RBGq7Z7E8FSrPVYFWpWRg2lWRU4x/06Y3/uTbocq7J7zQF/G3EFfxh9PRWGGL/GyampBOBgQvfsuFROJ4+9vRCAj6flsSM7NWBjH0hL5Oy/3sEvw3PQ2x088c5XvPLCe0SbA29f35cgFuzNrqtC6+j5RFDZCALTm/cE3L9jVWp5P3oS1epwDuiTesx/5A+DKsW8nn3J3Vd0+bSdh/jP8x+icbr4ZtIIHr9mbsDG/tNVF1MdEcag8ir+/Nm3ARv3aDIbq2nV6nl79Exsak3nm0WFoqO6txT6vDDqKX6Iy+OyEffxTvKMYE/FJ7bFZLMxbqDfbSRyqt3CKD4pENM6gauXrGdocQWNJgP/d9lZAR+/Jiqc39x7HX+74hxsKhVnbd3Dd395kZjmwPZmqgyPolFvRONy0b+2yq+xbt7xEz98/ijX7VocoNmdyJnNO3mw4hv+UfIRigBri01qE79J/y0vxs/udUVeO2NwRTkA+5K7Z8M1dl8hLz/7Pjq7g5/HDuG+310S0NJVdRFh3Hv95QBc88taZm/bFbCxPRyKSSbZ3EBGw7ERunq7lbSmWn676WdmFuzk4+GTJY/ZJ3xGgkqBoOrcTJNXdog5B7exN74fXwyb5FM9HYVdWoHOdtS0o0bR3ihrfMHpw25QLy80VnbhUx+sXi6tQE6tuGvcn5KES9v1zRb08iaVZq3j958vAuC5q2ZhSdKi9xKrr9PIC1ixqMT7+u5FE9icm85Lz35EWnUDty1azv9dc6Lws7XJdya71EpAwd6kfkwqPMig2jJ2p/qu4RntVmLaWzC6w60VPqwnRRfmmhhHC7dUi4E5G/SZYHcgtMurvu2LAPPlc8hB8OHt5tIJHZrR3vRkXLquP5fKKG/9jS8r4LWn3sVotbNqdH8eeOBCdBoHui4Cr1wyC6W2OhSsysvm5blTueWHlTz1zqfsHJRMZUznCfUujfw1vjspjQ2pOfz7+1dZlTGEsohY1C4niS2NpDfWEmdp5rWxZ7IpbQCCRMtA79+meGFAXSWX7lrDxJID3XaNWHtzt43dU5xRsZWzyzYSZve9/4jRaiWtQfQZHUoIvPP/9+8uItxiZWf/FD49o/s7me7JSubRG88B4KqfNhDXGNi6b/sSRTPP4KqygI4bUASBO+oWE+aysl+byJeR3XfflYKLwdYKNEL3RLxOqtjL9LKdhPnRYyfCYqFfYyMA+5MDq/0PLqrk5UffJ6zNxsbhGdzz4Hzsmu7TB56ZfyY7MvsR3drG8//7xO9W7EdjU2t4YvrF/Dwgl9SmOs46uJXz9m1kcE0ZRVHxPDf5PN7LnS6r0Wmf0IykoOimCqMmZztvHvgPxbo4Hsi6ipYA+ouOJtnRxHhbEV8bu6e23m0HvyPK3sruyHRaNL59hgE1ormpOiychgAXSR1/IJ8Lf9mBSwF//e05uFQ9s09akZvD1pxURh8s5bdfreKJ6wJnu9+X2A+AIVXlfo3jWdqKbiijO711PxMt+dhR8lz8Wd1qRnu+6mNy7NX8Oe4CNhkyAz7+A5s/I769mWvPuIdDWt/W+OAKUSsqjY7GbAjcs55dVsM7T7xJZEs72wf14/aHLqNd171+YrtazZ2/u4zv/vwSE/cVcOu3v/Dv82cGbPxmvYl/TT6X6LYWNE4H9YZwHH4UJu7zmpHQzXkLU5r2oRWcqAUXLcruCZIIc1l5uf5jbm1ZzQB7YEr2HE8gXmQD3P6iQwmB3TGqHU7+/v7XAHxyZh67BvQL6PhdolDwr8vEJMMrF20koT5wWvDeozQjhT+Oe/caD/SGy+CycWudaJ77MGoiRe7K8d3FAa2oTY9vL+iW8QOxxgeXu4MXUgLnL0qrque9x98grrmVPdlJ3PrIlViM3Zsw7qEwKY5Hrj0fgHu+WMKYg8WBvYAg0GAIozosyi9BBKeAMPLQHbtGgJlNovNvWdSwbkvYa1HqWKUTq3lfbNneLdfw4I/wHlglCqMDiYEVRtctXc3gskoawg08f+XpAR1bCqtH9Gfj4HR0dge3fLUyYOMWxCZiU6kIs1lJbQx8ZQ1/GdleQqSrnSp1BJ9Ejev26603ZAEwvq2gW7sh+zNyoIWR0uXitaffJanBzIF+Cdzy16swh/VsC4jPp4zm64kjUbtc/Ou/Hwe2CkkA34l9Xhh1Z/+fWHszI1uLAFgWObwbrwSfG8WGetOth4hzBjayCwjIw59TLT6oBwOoGSU0NnPP12LQwjNXn0ljeM/3j0Gh4F+XitrR5Ys3kVTXFJBhHSoVB+PFl5o/fqPuMtO1KHWsMg5ghWkgTkX3933arkujXaEm0Wkm0x74/KtARAEGWhjN3LKfnLIaGk0GrnnoehojgrO+H77uQkriokmrbeCxt77q1s2Ar/R5YeQh0OGoANOb9qAEdhnTqNYGvrXD0RzWxLNNk4IKgQstO7rtOv7cpSOaUeBMGA9/8i1hVhtbstP5YlZuwMaVy/rh2awfmonW4WTBlysCNq4niGFIpe9+o2pjFHtjUqkxBnYN7tan8nji+bwR0zNVtm1KNdt1YnuD7jLVge/av0JwMcjtM9qbEpgco+t/XAvAx7PGUhMdvP5fZqOeO393GQ6lkgvW7WDeqq0BG/veVQv5+KNnyK3w7zvt+8KoG31GsxrdJrpI/3sASeELYy4Ac9v3YnTKC631hr93KcJqIdEs+lMOxQcmkm7y3kNcsGE7ToWCh6++ECFIbcI9vHCp6Nydv2QLKTWNARlzrzuIwR/N6OPBU7lu7t18NLjnWzMEmmNMdQHG3zWe2liH0WanXaOmKM7/hogDS6qYvDsfp0LBu7Mn+D2ev2wdkM4/Lz4DgL+9s5DMytqAjJvVUM3g2nIG1voXqNPnhdF3A8cw59qHeXzGJQEdN629lgHtVThQsjLS/zIdUtioTadYFYVJsDGnubu0I98e2ewGUSsqjYqmVe+/zVvjcPD3978C4N2Zk9id3oNBCydhw9AsVo/IRut0cusXvwRkzH0dwsi/BzXQxDhaSLY39ri5ZqM+E4DBtkoi7JZuuopva3xQjTuHLikpIO3qf+PWin4eN5TyuCi/xwsE/zt3GmuHZGGy2njhPx+jcfgfZn8oVjTb59RVeDmya/q8MLJo9VRExFBvDKwKXKmN4tH0S3grcQbN6p6x8woKBR8bx/C1YQRrTDkBHfvJYfP584irqdX5Vm8rpz6w/qJbflzBgMoaasLDePbC2QEZMxC8MF/UjuYt30p6pf9+jf3usknJ5kZiWgObx+QPs827eKP0DW6vW9Kj161Vh/Ny1DT+kHAJLerAOvJfGHUeT+TNp8bg2xofVOOuvBAAE11McysXrhKDkd6aO8nv8QKFS6nk7lsupcFkYGRhGX9+/zu/xzwYK67xnF+7ZtRd2JVq1kUM4rP4nl1ISwyD+G/4FCq1UQEdd13cEFYlDPO5HNDwGjEkdHeK/7XiBpVWcNc3Ymmbxy47l2ZjzzTpk8KWwRksH52Dxuni9x/4X36nRW/ggLt00oSiQz6NMTd/M198/QR/XP+Z3/PxEOt0V6ZW9bxD/avw0ezVpQQ8p+nn9DF8mzUes9a3z5RbXgjAzjT/1/hN363CYLOzI7sfGwcFps9SoKiKieS+387HpVBw7ZL1zN6106/xdieIfsAhNaWonb5rWn1eGCW0NHLnmm+5a033FAQMITKyuhCAremZfo2jdjh59o1P0Tqd/Jw7lK8m5Po9t0Dz1FWzcSoUzF23m7zDhX6PtyZLLKE/qcDXKiEC/VrqSWkNXHh4mEsM7+2u3Lm+hsrlZJRbGG3sn+XXWFFmC9f8tB6AFy6e2St7OC0dPZhXzha7wd78yzK/xiqKiqdBb0LvdDCkxnffaJ+owODSgOIkpdoMWLlxy1KadXqem3EugjIwX/zUpj24ULLdlEGL+tidu+xacy5pte889HM2ktJSzWFdAvVqiZUOuvjYsdZmJtXso9wQw5bYAQA4ZZS+i7aYSW8WnZ2b+2fglKhcqU0n1qS67YtljCgWG4k98tvzUIcd2UnFhcuvnm3UyOsz3yih+kTtsHC+nT2CC37awUNffcu8hxfIeqE49cf6G9bm9Oe6Db8wuqwQp/5EH41T0/XY1eFiFF1cW7N4rC8vt+PWrMnpFkZoTvgbAHJ9CWrpPpZ+jgaG2Sqo0SezKXKA5PNOVp8SILrdzOiafMpNMeyLEXfqctb44IpyjHYbjUYD+7PiEJTSntko04k5Owu+XIHJamNfViIbp2YQrjhyTEKY/LQNhyBPZ6h0SVsf7188jht+Ws2Y4iJGVeWzJStT8jVc2qO/bwXbUjKZmb+bUTUFbE8/VhN0SXRL9nnNqNYo2ocjrO3oZJQr98YtFYv4c8nnJNkbAzamVO5sWcnfyz9nlCUw2dI55nLu2/cltxz6wafzR1aJuVYHEpP8KpEyqKiS279YDsBfrzsnqKGu3nj5mqm06TTkHSpmzibpPVk6Y1ua+HAOqKkivE1+3bRatw8kri1w1SHCXWK0ZjA0o5HWMu5pXMq5NZsCNuaQ+hIeX/MuD2z0zZQ5tiQfgE0DMv2K6gxvaeOKbzcC8PLlU3ulVuShNjqMb6aJTUJvWOZfsve2lEwAcst8j5Ls88LIrNNjVYkKXmwAumqCmLMU5RAjfRrV3d/t8XhqlKI2FO8IjMM7xiqOU6fz7eU/qqoQgK0Zvtu+1Q4nT/3vc7ROJ4vGDmHhaaN8HqsnqI0N5/2LxaoEf/z0R7+ijhpMYRTFiKHCI8vkbzBq3BuuKKslYL2RTG5h1KrsmbI0R2N2C8Bwh+8FTY/HI6g990ouecWiMNo4INOveVz5zUbCLVYOZCSwbIK0DqfB5O3zJgIwd9tOUut8NwNv7SeaNkeXF/ocodkjwshqtZKbm4tCoWDbtm2BHVyhoNYkvmRjLYF5eYc521Ajmi4aVcEQRuI14x2B2QnHWsVx6rW+CaORlaJmtDkj0+c5LFi4guGFYp+ih288v1fvGD28d8kEaiLCyKqq48plG/waa1taJgCjiwtln2vWGmj3bLjaArTG3cLIHARh1OwWRpGOwIV2x7eJVTNq9T4kBgsCY0rFHf3GnEyf5xDW2s7VC8V18splUwLmMuhODmYksnJQDipB4De/rPZ5nD0JqdiVKuIsZlKbfBNqPSKM7r//flIClNHcGbXusO64AIXORjtE34VZpcchowR6oAi4ZmQTNUZfNCO108nwanE3v8VHYZRY38xtR5nnaqN6r3nuaCxGHc9fJCYJ3vXVEr9qem1LSwcgt9QH06tC0WGq87x0/eXnsKH8ZBpGQxA2Wx5hFBFQYeS7ZpRZX0OspQWrSs3OdN8j6S7/bhMRre0cTotj8eSeyU0MBK/PFJOpL1+7nrA239a4VaNlT6J473LLfTPVdbsw+uGHH/j555955plnuu0a9W7NKM4SGE0iyuEJe+35BxWgViUKo7gAm+kafNCMBtWVoXc6aNQZKYiP9+n6lyzfjNbpZNOg9F5vnjuej6aP5VByPDEtFn737XKfx9mWKpo4R5YWofChr8z+2FR2xqX7fP3jeStqCs/HnklTEEK7jzHTBSjpNs4tpGt80Izy3P6iHSnp2HzsL2S0WLnmazGC7pVL+4ZW5OGXIQM5lJhAeLuVS9dt9HmcrSkeU10vFEZVVVXcfPPNvPvuuxiN3he91Wqlubn5mB8peDSj2ABrRg1B8BfBUWY6e2A+T6xNvI++aEYeE92OpAyfTGsKl4v5yzcD8OHp4/qEee5onCoVT14m9ji64efVpNQ1+jTO/qQU2jQaotrayKyTX4bljzN/w/Xn3sWOBP/CjnsDHs1IhYApQGWv/NGM8krEl+fmtGyfr3/ZD5uJMrdR2C+Gn6cM9XmcYCAolbw+Uwzzvn75SlROedG/Hra6gxhG+xjE0G3CSBAErrvuOhYsWMDYsWMlnfPkk08SGRnZ8ZOWlibpvP9NnM3smx7mjXGz/JlyBx2aUdCEkagZRbra0Ln8d1jHWN1mOh80I0/wwvbETJ+uPWl3Pmk1jTQb9fw4vmdq/AWaJbmDWTc4C53dwX2f/ezTGA6Vil0p4nrOLSkM4OzkoxEcxDnM6F2Biz6Vg12hpl0haiCBMtXF+eEzGlMqakab03wT9IZ2G9d+uQ6AV+dP6bHGkIHki3F51JuMpNU3MHuHb9Gj292aUf+6KsLb5QenyL5rjz76KAqFosufTZs28eKLL9Lc3MyDDz4oeewHH3yQpqamjp+SkhJJ51WHR1EREYNNHZjOiesiBvJY2sUsjJUmRANNi0LLa7HTeCrx7IA0DXhy2Hz+Pvwyik0Jss8dVVkIwPakTJ+ufdkyUSv6+rRRtOtkJH70JhQKHr/8bAAuWruNYUW+lT3xy28UQAZaq3i3/HVeqvwgaHN4Kmo2D+ZcTYMmMB2D/2/sfJ4ZcxHlYTGyzotvaSajoQ6nQsHWVN+E0SU/biGm2UJJUhQ/TO/eVjPdhVWr4d2pkwG4aZlvVevrTOEUR8aiRGBkRaHs82UbSG+//XYuv/zyLo/JzMzkscceY926deh0x0brjB07lquuuoq33377hPN0Ot0JxweDKm0UVQEuxyMLhYLPogNX5XdntG8PWUJLI8ktjTgUyo6SH3KIbm7lzI17APhkZp5Pc+gt7MxK5euJo7hg3XYe/Oh7rr7/Rtkmx+1uv1FuSZHs608u3cv9674gPyqJv2VeKfv8ozEJwQvr9rDWkI0z0v/K2B5WpPomBMa4/UX7E1Jo1ekBeZYIndXOdV+IBVFfmz8FZx/Uijy8N3USCxYvI6+giNEFRWzNkp/KsbVfFulNdYwuL2R1lrwgDtnCKC4ujrg47+2JX3jhBR577LGOf5eXl3PWWWfx8ccfM2FCYMupx7aauWbLL2idDl7pd25Ax/41k+vWig7GJtOmkf/iunDVNnQOJ7uyUtiT1X3RlD3F05ecxZxNu5iy5zCnb9vHktHyHjZP8uvAqgpM1nb3y08aDqWK1JZ67Cr/i6YY3eY5y8nKmvyKGFd8GIAtPmpFFy/aRlxjK2UJkXw7c0Qgp9bj1EREsDBvNPPXb+KG5Su5wwdhtC0liwv2bGJ0Wb7sc7tNjKenpzN8+PCOn4EDBwLQv39/UlP9L0R4NApB4MaNS7ly60pUMkvvdMZASzkzGneR0V4TgNn5xvC2Eka3FhLu9C8xMKOlivNL1zG0Uf5uPLdSdERuTfbhQRUELl8iZth/NCs45s5AUxofzRtnTQHgTx//IDsSrDoikpKoGFSCwCiZ2lFZuKhFpJjrUQjyo/GOxuWuHaXEv3H8YUJ7AWfUbifO5n8EbE5DGacXbyPVLP95nVh4EID1mdLLEnnQ2h1c98UaAN6cNxmHjJJIvZU3Z4jre862nSQ2yk8j2NxPDAIZUVksu2hqn6hN59CD0MXGvFIXTrtajd7hIN7RRHmYPPX/+M6Q5zZsZnbDDl5PmkWh4UQ/i+yXgdTiTEfxu+olZNtq+FO/+WwxeRcGLk3n+4rRTfnctW8hyxOH85f4I+M4dd5NTB5htDktG6dOgdMkXdCPP5jPgPIaLHoNK+bkEGX07qhOD2+QPL6HCI28vIhqmT4Kc9uxC+/1KyZxzdK19K+oYUrpATYPPXH3aDWcXOPYlJ1F2pZ6xpQXsGKEmKHvkqCglEdHYVco0bkcxDrN1OijZH0Ojgo1tqlE36oG1zG/PwY/BZ43rjRvZGB9NX/OuZJaiZ/FeRKX8Myy7Vy/eymfDpzM0+MvPnK8oevnLrGpkf511TgVCtYO6o/TIKAKl26mu2TJRpJqzdTGmVh/URbJWu+CNc0kf407XPKEnNMlT8coMh0p8bV7UBLrBmYx8UABV61fw7MXd97exaHvfE4HUxKoN5iIaWtlcEMp21IzcUq0ZveYgTMzMxNBEMjNzQ384AoFZZGi4zLZ4n9l43aFuOqDFW0EYBDEa7cp/TOlpFjEnjwVRnkC2mRtZ5C7P4knf0AOV6wWo4t+mj6MVmPw/YCBotWo46fJYujuRcu2yT5/U5Z4L8cWyAt/dSpVlEeIazylzb81blOILxKt4H9jNV/RuK9tVfofdJTu1oiKI+TlwU3OF7WiXf3SaDbIy7dSOZ3culB09H96eR52bZ/Y10virTPEQIYrf1mPzi4zmlehYIs7KtGTvyWVvuttO47SKLcZIwBl9tvdAkDnCt7DavDY9f0VRu4XV7lRXpTRqIpCVIJASWQsNWHywmWjWlo5e6vYI+XzuaNlndsX+GpGLgBnrdmDoV3ehsUjjHKLilHLzOcojRB9tf3a/Gv6Z3eHVWsE/03avqJzX9um9P8l7qkoXxzu3Zd9ND8PGcH1v/ktz50+R/Y1R+SXk1jfTGOUgR/P7ZspCyfj59FDKYuJJM7cyrkb5Hec3pTeHzhSfFYqp5Awcu8aAyCMrO4HJJiakcfJ7K9m5NEUyw3yhNEYdxb1Fh+0oos3bEHncLCvfyJ7BwSmM2xvYvOQdIoTowlrs3HG+n2yzj2UkECjwYDRbmNombzeLyUR7g2Xn5pRncrEz2FDWWUMbDdhOWgDpBkpBBdpPmpGrXo9qwcMYs0A+QVNt+WkMfP5e/m/h8/Cqg9MSklvwalS8c4ssanoDYtWy/aNbnInD48pyUcpo9rIKSSMxAc1OaCaUWAqJMtFLTjRuneOFn/CbwWBFLcwqpCpGY1xR8Ns6SczK10QuHKVaKL7Ys7oHqu4oLI7yV1WzJw3dhFX2r3tvQWlgq9njATgwmXbZZ6rZHOm21RXKM9Utz+2HzsT0n2uvu6hXBPNc3Fn8W70ZL/G8QedWxj5qxklWJrQOx3YlSoqTdGBmJpkKmMj2To2cCWaehMfTRtHu0bN8OJyxh6SF2yzLzGFVq2OCGs7OTUVks87ZQydHp9RkkW+g/B4PLs1fZCEkUE4cl1/zHQxVjN6lx0nCqoMUZLPUzsdjHCXAZLrLxp3uIABVdW0arX8OKP7zRf9DjQw+ZvDjP+hgPBGMX/m7Nd38u3NI1l89RBc6u7Zb309YxR3fPwLE3fmk1TbRGWcdFPmpqwsTt+7h7EFBbwxbbr0aw6ewNeDJxB9wPeCrb0FDYEx06U3i1pRWVgMziAUNe4OImstzH9+M+EN7dQmh1GTHE5tcljHT1Ocsdtr3zWGmfhy0miuWLGR6xavYZOMauZOpYqt/TKZUrCfvJJ89kRJ81efMsJoddZATv/dw9gr/M/obncLo2BpRka3MLIq1LgUvr9MPeacakMUDhkP/bCqUvROB/UGEwXR8qo2XLFKLBa5cGxutwUuhDe2M/nnQ0z/9iCZB4/4T5pi9dQnmcjaXcfFL21l/E8FvPfQRAqHy/MlSKEsMZoNwzIYv7uI85fv4JVLpko+95ggBkGgyza93YEgoBMcaAQnLaogtB0XBPQBMtN5hFFxuG9FfHsbyfmN3HXXUmIrT9712K5RUp9oojYl7BghVZ0aQf6wwK31t06fzBUrNjJ38y6S6puojJG+4dqcls2Ugv2MLc7n3RHjJJ1zyggji06PRacnpsp/p+wuYxpPp55PlcaH3igBoEWh5YWE2aj8DK89HJ7M7RMWoHfK832NLhdNdFtTsmSZ2aJaWjlnq+jw/HDKRFnX9IbS4WLUulKmf3eAMauKUTvEe+NQK9k+PZW152WzZ2IKLpWCCd8VMP+5zaQebOT+639kxSUD+eq2XNrDApvk+dWMUYzfXcSFy7fzyrwpku/VzrQ0rGo1cS0tZNbW0oi8F6nS5QSFwueNSoyzlfdLX8WJgnMz7/ZpDH9QAH+LPht1jJFWP4Xh8rQRVBujaPUhKbu3MXBzJbf9fjnGFjtV6eH8eM0womssRJdZiKtoIa6ihZjqVjR2F4mlZhI7MUdvnJnBH/44LyD18falJbN2cDaT9uVzzbJ1PD3vLMnnbkoXzftjS/Il+5xOGWEUSCp0MVTo5PlYAkmrUsf3Ubl+j9Om1rEzRn4AwpHgBXn+Ik/gwu7UFHakpxJLo+xrH0+/ggamf3uAKT8eIqr+SAJwwaBYfjlnIDvPTqU16tgX0fpzs9k1JYVLnt/CpG/zmfHpAXKXl/Dx78fx0+QhAfNj/TR5KA+/9gNZ5XXkHihl2yBpJZNsajU70tIYV1DA2IICFkdJF0Yvf/MfRlcWcE/uTeyJ9K3zrs0dTadCQCm4/NK+fUFQKMRyQLH+azN1xghWGrs2B2scDs7duZWs2hqSmxppMhhYnzWA1f0HYumi/Jja4WTS7nzqI0wUJMdi0evEF2s3+EHH/1jAdX9bg8bu4tDIeF56dmbHuj46z0jpcBFdIwqn2MoW4spbOgTVgB3VjFtWxF1hS3nujtMDMs83T5/MpH35XPnLel44bxZWrTRNdkdKOjaVivhWM2mNdRyUcM4pJYwu27KGybsP80X2JHbG9f1S+8FAIbg6+pHI8hcJQkdu0YenTfD7QYitbOH2R5YyaGd1x++ao/SsOmsAv5ybQ8kA0Q59sqTX1ig9bz86mXXnZHPVE+tJKDFzyx9XMOa0Il65dyp1if6bcy0GHYsmDuGCX3ZwwbLtkoURiKa6cQUFjC0sYHHueMnnCQoFasFFv7Z6n4WRXXHk5aYRnFh7WBj1NE989QkT8w9SGRlFSXQM2TXVTDuwj1v1en4aOpK3Jk/Dqjn2JTu0oJzbvvqFGdsOoLM7WD08m/t+d0ngG0MKAnPe3s28f28FYNPp6bzx6GnY9Z2/ml1qJXXJYdQln7h+xy4p5NaHlnPRN9uoTgjn/cv9L7u2OHcIJbFRpNU1cv767Xw6VVo1FZtaw87kdPJKCxhdWshSCeecUqtwUsEBZpdsZVCjvJDZ4zE6rUxoPsCE5gMBmpk8Yl2t5FqKSLP6l09yYdEazi9e19FcTwpZ9dVEtVtoU2vYmyC9bNPYw4XkVFZj0Wr4atwYX6bbgdLh4s4/i4LIqVKwaWo6//zHGdy28Areu3tihyCSwv5xSfzto3P57sbhONRKxq0u4oWrP+KcT3agdPpfZeCrmWKzwLNX7UJnle5j3JTpW/JrSQByjY4WRsFIfDW6bMyw7Gdiw36/xlE7HVy3awmziraftAzYaYf2M/nwAW65+kbm33IXf75gPn8972KeOPsCNmZmM3/zeu5d/D0ax7H34U/v/UCbTsNlf7mJaS/cR4Slnd9/vMiv+R6Pwuniqv/b0CGIfrpqKK88Me2kgsgbm07P5MN7xI3NLa+vZPYi31pBHI1TpeJdd5j39YvlhXl7THW5ZYWSjj+lhJEn16hfq38v8Xh7M38r+oTfl34TiGnJZpythH+UfsyNtcv9Gufqw8u4b/eXJLQ1Sj5nlLv0+86kdBwq6dFJ89aLdei+yculxeCfH+CCd7aTs6ua1jAtv//wEv751Gw2Tc/EqfEtWsqhU/HNrbk8/v7Z7B2RhKHNwY0vrOHx331NWr5/qQDrh2dRHhdBhMXKlG2HJZ+3OTMTgOyaGqLaWySfV9qRa+T7GncplDjcj74uCMIo3mnmj42LuLfgK7/GSWlt4HfbfuAvaz7CeRLt7rRDB9iWlsGeFHFj1arTUxQbz/JBQ3ly7gW8MOsszt65jSGVR9qC9C+rZnhhBU9dPptd2f0oj4viX/NmceamvQwuOhKqPGXHIcav9a2RnNrm5LcPrWTG5wdwKeDD34/js7vz/I6SW3zZUD64VAwYuP+5nxm+27+NOcBHU8fRptUwrKSC0fnS2vrAkWaFv0phVBagXKMWlWirNTnbA9YWWQ6Rgmh68qcltMbpIN4q1sqSk2M0olLstbMzSboJSONwMHebWHHhq/H+aUVZ+2q56I0tALz5+8lUpQUuiKSifxQP//sC/vf7qViMGgbtruKZGz7jkrc2+/w9C0oFP08SywPNXrtH8nnNRiMF7ur3Q2tKJZ/nEUbJ7f6lMLR5IkaFno8YNbpLXVlU/gUdpJrFygul4XEnNQvvS0phcEU54wsOdfr3hbl55MclMGP/ke9u2vZDrB2Wjdl4ZFO1fPQgtgxM5+x1uzp+9+ILHxFmlt+pVtdq5867ljJ2STF2jZKXn5zG0ssGyx7nZLx84zSWT81Ba3fy2KNfk1DtXzHapjAj340VK5JfvmKD5PO2p4jvkPRGae/jPuEzcuoACZvt4nhPfboGnBoZOwzVsce2IBYOVCGgVzhoVx0XhSXbxi7PHBThFkbNKoNk34tLfexx8e2NAFhUWhoMphPGcZ7kfg6rEXc+O1LTTjhGMHW+i56ybR9RljaqI8NZNyodQSkelxgmL/l0mKaMmx9bidopsOfMZOovNjFYUdnlOdHqk4fAdkaxOpbDVyfyzzPP5KIntjLslwqufG0jQraCbWefmMBYbfHuI1g3K5vrvlnHrE37SdI2U2CU5o/anpVGVm0tQ+pLWDlAWjuK4lhRgCW1N8iLmDru+7cqNIRjxSA4erwVfEepK7VOVh6YU3vsPD3aYUlk3Al/A3AYYFHuUM7ZvZVbVy4m3GlhfXZ/Go1GFIKAoFQS3tZGVl01r82cjsMA4aZ2KrIjiN9sJkbbSrPJhcrpwqlSsnTaIH7z5TpevWEqp6/ZiwIovDiebKRrqbntxVxw2zYSd5uxGVV8++JIbJM0DOfkDRvtgjyLgNWl5u2/TibzlnoyD9bxzKOf8df/nYfV2HnwQbnJe6v2z2bncsmaLZy3YQdP3ngWbXrvpvIGvZFD8Ykk1FRJmvcppRmVRruFUWu9XxqNVanpMGP428LBFyJd4jWb1L5rRklt4s650hgt+WWjdLnQOcSd8s4U6Znl568XqxB8O34ELqXvS2rWi/tJONxCS6yO7/48oltfkk2JRt56fjKLbxZ3pOc8vxOtxTeT1e4hKdTEhhFmsTF2q/Rs9e0ZYsDDsGrppo8yd7HUGFsLOpkh+0ezxtifxWFD/K596AuePDq/NaNmtzCKOPmL0Www8NQ552BXqfj3O++w8PnneOrjj7h+1Uoe/GYhn/z7JQrj4lk2dGjHOavzBrDgr1fSHG4AQRAb5gkCv4zPIaK1jfHbC7ji2418OkeeFSC6spX5V28mcbcZS7SGz98aQ8mk7onatRo0PPvUmTTGGMg8WM+tf1uOwofuAR42Dc7gcEocJquNc9fslHze1rRMycf2CWGkkdgXozQqBhcKTA4rMVbpdvgTUChoUYtqgcnZ89nuEe5OnE0qg5cjT46nJl2lQXqJFJdSyXk3P8Cku/5OZXiU5PM+mjaOj6eO5ctJuTJneYTh28qY+I6Y3/TNX0fSFt0DL0mFgiU3DaEu1URUdRuzXpdXZ86DoFTwyxSxztuMldKDXjqEUVWx5M2TWW9kS3R/liSOlJ0/djT/jTudZ+PnUq7p2RI6cFRzPz+FUdrRZrou2J+czA033cy0Pz3Ee5Mnk1rfwI2//MLgigqWDRnC/ZdddsI5Vp1bizhqQ2QOM/DTlGE89vxChh8o5+XLpSc6JxU08fsbfiK60II5Scen7+VRPdy7RuIPdUlhPPePM7BrlIz/pYhLXt3s+2AKBZ/MEoXvpUukj7MlPVPysX1CGJ21R1rlWJtGQ5UxCodCSWKrfzZ1T2Z6mFO+TdhfojyakR8+o2R3WSS5NekAmjox63XFuiHZ3H/jPHZky29N7uG8L3agEGDLvDQOTk/0eRy5OHQqvrlPjIib/s4BYkt828QsnyoW25y69pDkatx70lJwKJXEW8wktEpvZHbfmJt4bPgVNGn9D08PBgHzGbk1o9JwadGV5dHRvDJzFlf+7nec9udHuP2aa3nqnHMpjZVwvvt5+GHaMOLrzXw3Y8QRgSUBq0ENCgV12UY++WAsjVkmyef6w8ERibz2gCg0L3prG5N+lh5kczxfTh+NTaVi1OEysmqrvZ8ALBk8nEtuvlPSsX1CGA0tl+7gvenMO5g+/0n2xvpXwNCTGR4czegon5GPHGOm602cRAN46pHZ/Pz7ofz8h54vx797RjL7JyWitrs471l5hU897BjWj/ooIxHmdibt79xZfjztWi0HUkTB6wkc6TEEAY3L0dFXqCcJhDBSulz0M3vMdL6VwDEbDLLN+XsHJDPntTt48dqZss5rSDLxr/+czmfvjaUlqWdLMK08O4eFV4uFfW95fAX9d0sTJMdTH2Fig7uZ5NEBH13RaDRxOF5a5f6+IYwqpIcn1hkiAlIw8aOE03g6/XzyDT23S/fwrmEsb8RNp8IPE8q/h57LbZNvZVnyyADOzA8EAa315M5yp1rFut9kYzMFIaZGoWDhH0bhVCsYtryCQau7DproDJdKyYrTRFPd3K3SbepH/EbyhJFScGFy+L5R+mPN9ywseoG5zdLnGihW6fvzVNSZ/Bzve68rQQHXnH8P951+HVWmKN8n44Nfsio+ksaILqwWJxFw1RkRtEcFp93ExwvGsuW0NLQ2J/c+sJjoanmBPx6Wjx4IwPSDewM5PaCPCKNBVeWyG5H5y5qowSyOGUWNtufr0y3R5fBJ7ES/Ahjq9BHsiM2iqpdoRvf//Wd+8+pa4qu6t72Dr1RnR7DqigEAnP/0dlR2+Qmxy6eID+rs7btQSVyv2zNEDX5YlfQghjMrtvDjskd4cPcnsufooaObcRBCu4s1sSwzDmJPhO/WC0Gh5FBMMssz/Aua8UZGaR1qu7TvMntbNSq784iAC0JayMkQVEr+/deZlGRHE11r4d4HFqFtl68Ve4TR2KJ8TNbAWo36hDDSO53kVEvbraaaa/nL2g94dO0H3TyrEFIZtLuSaUsPkH2olks+3EzWoZojf+xFD+zi3w7FHKMjodDMaR9KM7UdzdZRaTSF64lraWX8IWnJkDsyxGTModUlKCQWxm3UmtAITpL8yDXyVKY3BLGBZE9zw4pfePrDDxl/WKLfRBB4+ZH3WXbtPxl8uOu+PGe8s4ebHlzF3Nd2kbrfnVejUKAIQJWPQNFm0vLsU2dijtTRf28ttzy+QvbzV5gSR2FSDFqnk9MOB7ZCTZ8QRgAjyqSZMRSCwNyiLUwv3enXiy7R2sj4poMMsEhvDhUIwlztjLaXkmGt8X7wSYhra+KWvT8wp2TTSY9RO52kNtZx4Y4NXL1xBZML9hPefvIwdpXLSVZlDQkNRyXQSby/tQlhFGfGUpwZzZBdlVz6/mZGbhH9gImV/iXkBZL2cA3f3ykm95358h7Ca+Xt/JxqFSsni6a6Odukmb8OpCTRrlITYWsnvbFW0jmVendX4zbfUxiCqRmNsJYyob2AGJvvWvLMwh1cu2MpA+ukm/DP3LWLeZs3kV4nLS9ocH4lybXNqJ0uClJP7pdSuASiqyxo2xzkbK3m3P/tYMrnB1E6XAgqJTEVfkT2BpjqfhE898QZOFQKJi3O56I3t8keY5nHVHdAepK3FPqMMBpeLs2MUR4Wg0OhxOC0E9/m+4tueuNu/l7wEefXbvR5DF8Y5KjhSfMP/LHC91JEWeYqrj60jMsPr+j071HWFu5Y+QM//u8Jblq3lLP2b+eRnz7jk7ef46mF7zGh8NgauyPLi/jb95+w5MHnWPzQc9z7hbtGl0R7e118GCUZ0SyeM4TXf3ca8dUtnPfFdh558FteuvEjNFaHXzkQgWTz+RkUD4tG3+pg7gvy/SnLp4oP6pxtu1BIaLnsUKnYFy9qR8OrpG24KvVRuFBgcNqItPtm+/e0sw+GZnSNeQOP1n/H8GZ5HUSPZu7hLdy16TvyKqVpOUqXi+Gl4gZoe7o08+CsdWLtvNVj+ncZOScoFWyencHBMYn8eMNwXGolU748xAX/3sYj877hyselVy3oCfaNSebNP5wGwPxXNzNht7ySRsvHeITR3oBaNvqMMBpRJk0YOZUqKtzth9PMvmsXwYqmC0QpoCR3U72TRdJdXLiG0wr2s+DSm7juyt/xj9Mv5IkzLuLT3IlEtbXyp8VfMv3QkSKLDyz+Cq3TwZX338TD117AFcs3cN2i1ceM6e3FW9A/jqnLDrF9TBpP/Xk2iZVmxmwqZtX0AQgKRbd3rpSKoFTw1QO5AIxbWMSgA/KCGTbnptNs0JPY1MyYAmkv292J8pJf7SpNR+txTwNFuRzRjIJTKBWgzY9oulSZkXQDqqow2Wy0arUcTpDWMHLmOtEMtWzCIK/HlgyKJrqqFYXTxetPnMbKiwcwYkUZMZWtVGVGEFvWe7QjgGUXDGbZuaJQueXrlbLO3Tgkk1atloQWs6zgMm/0GWE0oKYKpYSdJkC5ScwbSLQ0+nw9q7szqt7Vsw+r5+XQ5kdmfHy7qBHW6DtPqjutcg9fDR/Hquwh1IZFsDs5jRUDhvLG+Jn84fyrORSXxI3rlhHZ1sqoskIyGmr561mXsG5INgsn5vLanCnc+PNqos1HduUXrNtO3sFOXr7unVNRZgxjNop/dykVpBfVU5QVS1pRPVe/tZ7Ymt7zsJaMiGXzOeLu+doP18k6165Vs3yYWNVh2l5pNvW9bs1oQJ10wVeljwIgVkZF9qPxVO4ORmh3IFqOJ7Y2AlBpkhagM7BSvLd7U1IkBTzENLYysEgMgV6V19/r8Xa9mqVXDSFvUTFOjYrVF+dgaLFRmRlB5s5aLntqI0PXnLzkTzD4+rpcAKbsOExybaPk82waNeszxWCfCSep+ecLfaI2nVWlIsLhINlST4mXBDWXGmpN4q4x1taMS8on7MTc5Gk4pqCTZlpyO7DKOF4piA+qC4WssFPhqM8Z5TbdNOjDjvm9hypjFImWRlwnWB4UNGhNPDX7PN57+yX6N1Qy7fBeVgwYTItJh9ZoAeD9C8Zz/sbtnLF/D19Py8XUZuW5Vz9l3hO/RWs84oNINx1xsFfPjKBhuYkxDcXcd9siVs7L4Ys7R3PhS9uYtvIA+89NYrBevn8uXi3PFGtSSktiLrwthrzvipm65iBjaosoz5AelbhmWBbnb9rGhMOHEQzeI7Hy48UmcxmN1Tgl7EEEJTS6E16j7S0IPmwpKzWRrDIO4IDuJDkg3Wg2VSCO7VQoZHVc96xXtdNJlFVcizUR4Z2sY/fx+iPPXVaDWB/tcHL8Mb8/nhiTOO7ULeJL9nBWHKpkiMHS6fEDjEfqrjnHw+DXK8ltLmLMO8XYo1V8+fFospfVkPd2MRHpbSTr5Qed2Dt7iLugySkxP3Eg5I+LI3tjLVes2cSrV0yRfI2N/bOYdWAPo8sKeF03vctjBYmmvD6hGRW5i0Nm10hL1qo1iBpBbJvvDlLB/ZQoezjay/NsCn7UZYtyl0Jq1HWeob8obTRXbFrDDWuWktjceILdV+N0EN/SzP6EZFp0eiLb29C6SzJpHA5sGjXL8gYxb5nYh+WSZVsoSYhmV/9+J52TU63E1GTlbxd9TdmAKL65ZSROjYrP78nj9SemUJbTO0LQPTT1N1J0egxKAS74QF4i7NrB4k569OFidDbvAQKFMaLZKKmlCaNNmll4W3QWSxNHUmmIkjU3D1sNGTyeeD6fRklv7BcoFJ715uMaj3a33HAolDTqpZmz+1eJJvvDidJMdCN3iP6lnSNOvqaPpyndyL5zEjnzkb2Mfq+EVfcMwKlVcvCsRD57fQy1A3tfxYwtF4oWgPMX75Dlt93s6cdVWBAwv1Gf0Iy+GzmKzXY75VFRko6vNUTgVCjQO3x3zh6jGfUgSneFb6cf+4Qom6gZNeo6LzmytN9IwiKbuXHNMq7YvIa1WTlsS82iwWBkRHkJU/L3saL/EMwGI6+cdjqpjfW0a7QgWLGrxSXz1bRcrvppA0MLKrh0yWbePGdSl3NyqZV8ecdoxv1UyJIrh9AepkXhFKONSgZLb5bXk+z4bT8yltQz7ceDfHzjWOoTpL1MChNjqYyKIKmxmTGHi1k7pGszT7PeSJ0hjNi2FjIbatiT6L2s0mcZ0nexvQ3PynbJUYuOIs4iasMNhjAEiRX0s93CKD9BWqvzkTtEX8iOkdIbTALsOzuJIQsr2TUvhfwZbn+WS8Bh8D8RvzvYc0YyLY9pSa1qZMyuYjaPlNY6ZldqGla1mriWFjLqaimK87+FfJ8QRm9PnY5SL72Exhc5k/h04Gl+JcN5HpSeF0bu6/ulGbnNdCfRjFAoeGPSTH4aMopzdm1h2qG9zN2zHadCQUFcIpvS+/P2hGkdx5ZGx3b8v4fipBgWjRvCS89+RJTZwvtzvLc4LhoaS1lONA6t+GAKclogBIGa3HB2j05m2NYKzv14J+/c0bXA7UChYN3gbC5ct41J+w57FUYABTEJxJa1kFlfLUkY9WU8z5Sv2n9sm6gZ1RmkbQ4ULhfZ1aJVRYpmZGqx0j9fFF47ZGhGAA3ZJr54JZe2GO2R56WXBOd0ht2g5qdpQ5n30zYuWLxDsjCyqdXsSE1jXGEBYwsKfj3CSC52lf8f67AxiRdT51Kn6d7KusezS53Ia4ZxlIT7np1+/6TriWk3UxjR9YNXFhXDK1PO4JUpZwAQ02pG43RSFREl6ToLp45k/rItvCtBEAGgUHQIom5B6MS/5ydfXZXLsK0VnPn1Xr74zWhaIqRtita6hdHEffmSji+MiWdsWT5Z9dIjQJWCC6PDSotGfg3DWeY93Fv7E5sNmfwl6SLZ5/vDWxGTMLpsVOh8M81uSs7msnn3opLoi01qasZos2NXKimJ8144eNjuclQugbKUSOri5JvWGjN7pghqoFh4xkjm/bSNM1bv4x8LZmMxSoty3JKZybjCAvKKCvh8nP/m3lNSGAWCcl0M5fHd02ukKw6q4zmojodw33caFaYYKkzy517vDvyQ+lLfMCyLM/915zEdMYOKQkHCN2YiNrfjiFTSMkRH42QDjgjfBeDWiWkUDogh81A9Z32xh8+vk9bDZu1gd8vl/BL0Vhvtuq4jEwqjxY1DZoM0v+iIhgL+telVik3xXDf5HknnHI8KocMs3JOsMIiJwXYfq463a3QciJOusfSvFO9pcXwsDpX3tTByp9tEN0KeiS6Q6KocKBwC7f26v5bdjsH9yE+NJbu0jtmr9vLV7FxJ523KzOYWlpFX6Fvr9ePp3XYSH1G6XDy28j3+9/N/MEl0CIc4ChnaRXFSLA0RXe8E834uJLKm82ikgCEIjLixnJR3m9A0OgnfYSXt1UbCdvnZAkSh4MurxYKeZ3+6E227tIoFRQmxVERHoHM4yTvsPZm1wB3EkClRMzJrjCgRiLb5FhIveCxIvSPXuFvJrpYZvLBTDF7YMVK6wFPa/BfqynYXaW83MPn0fCbOLSDhJzOqlh7YLCgULDxDLKh8wSJp7XoAtmRkAtC/poaYFv9TM04dYXRURIdLqWRy+T7GVOcT52MVhnCHhVHmAga2Bi6pSwqxrlYGOmpItDX6dn5bEzfv+ZHzCtYHdmKIkXSJ9fLuZ1S1hRsfWsUT535JWEP3bQwy/1WPrszB7v8ls/f5JHa+mcKuV5KxDPC/Sd/amdlUpYQT2djOrO/2SztJoeiIqpNiqiuMFjXhzIZqSTXqGrTiBiDSbkHlkl9EWDgStyn7XH8ZYS1jTHsxBodvG4VzD2zi+q1LyK6XlpfVv0rUjKQEL2itdgbtF8O15fiLLrlxCxfeuo2oQh8qYrjfXYnfmUn+opmS30Sz/usMKs+LQOihIt/fzRqBQ6kgd28pGaXSyiU1GY0cSBRTA8YUFfo9hz4pjLQOB2l1dYwsKWbq/n0kNTaesJuvNYgmJ1+F0ZDWUp469C63l/7g73RlcZb1AC+YF3JpvbxkSw9prbX8Zv9Srjj0i6Tjr9y4irfe/Q8Xbvde9mjEoTJWLXiGzx/8n+T5jFlchFKAguFxtER3jzlPYReI/76VmrlhJH5lJufhauK/NeMIU2JL8N8S7VIrWXiF2IDv/A+2o3JIe/mvc5vqpAijsshY7EolBoedRLP3RntmjRGnW6D4UhKoI3UhCMLojw0/8Xj9QpKtvlWPOH//Bu7c8D0D66UlkWbLCOsesq8Srd1JbayJ8pQoSePH7zWTurmRjNV1vrVAUSjQ1jjI+UcNBXfEUnJtNO1pWlw6BS5dz7yia2PCWONO7j1/sXTtaLNbOwqEqa7PCCO9zcaVa9fw2Uv/YuNf/8zip5/kg//9m0e//oJX3nqdeRs3oHUcySb35Br5KoxcQcoz8rwcXD5+NdHuSLpGifb4kWXFTCw8JOYbeWH0AbFcTVW09KCOsYvEqgubzpQWpeMLqjYXxkM24n9owbTXitImkPpGIxn/8e1l1xnLzhlEU5SehMoWJi+RFpRwvN+oKxwqFSVRYihwVr13v5FLoaTJrR1F23wXRsHgiE7mYzSdxRNNFy7p+CNmOu+a0Qi3v2jniH6SzdW5H4rPxcEzE7DE+1biyFhow5agpj1RzcC/VzNlWj4j7iwn6991aGt7pkrG12eKprpzl+5EJbHa+Oaso/KN/KTPCKNbli/l2jWrOJiYyMMXz+fiO+7mvLvv4/eXXsH2tHSuX7WCafv3dRx/JPHVN2HkCTvt+dBujzDyDU/C60nDuo8jq0588RXEed81jj4g2tK3DpIWehxT0UL2zlpcCthyhn+dd7tC3SDerYYpBg48mcD+pxKpOSecpM/MRK4/eSVyOdh0ar67VKzofeH72yQl+hXHx1AWE4nW6STvkPc6dQUygxga3BuOKB/8Rp7ZB0Mz6gjt9lUYuZ/pOqN3YWSw2ujX0AhIM9N15BdJDF7QNdsZ/K1oLtx+he8BD4JKgcOkJO3dBnTVDvY+lkjTGAMpnzYx+Kkq7wMEgBXjcmiIMJBQ38KkLdI2XJvcya/DykrR2f2rAN8nhNHEgnzO2b6Nz/PG8uiF8/gmdzS7+6VSEJ/A1sws/jxvPntS+nH6nl0d5xzRjHyrwhC8Cgz+ZadHunfJTTppmekeh3lhjPcHddRBcQe4daA0YTR6iei4PzgmkeY43wu/ekNb68AWp6JulglBLd632rNMWFPURG4KjDAC+OmiYbQZNGQcrmfkRgm+RHe+EcDE/d53jp7vQGoQQ2OHZiRfGNWrTWw2ZHBA1/OdjJUdeUbyz1U7HURaxe9UimaUVSPey7owE41hXQfaKF0uhu0RTX9S/UWDv61E0+6iZmAYZXlRks7pDPNQHVGb20hY1ELhghjqppnIvzOO/Ltiif+lhbCD3R+I5dCo+H7GcADOWbbLy9EipdExVEZEoHU6GVEqvUFkZ/SJ0O7+dVU0moy8fObRfeePFRJ2jZKItraO6s+tWlFd1jtt3itCdyJwwh3igm9R6U78u0Oe2izYpR9vdhfainS0gsTCsHBEk9O5y/ZY1LoukwpdGtDZbUS6exiVxkWftMYXgKm9naQGUbAX5sSi13nfBeW6exYVz4whVee9Jld/jfwq64kqO1qFDWUkpIS1E68W75naasfY6sAV40Cn9j3SJ0l/lGath43nZDDts0PMXrKH6mmdmytVuiM+pR05/Zi3ZitDysuP+f3RCO5o48rIKADiLc0dv+uKzTEDaNYYqdVJMJse5+farU7m4bgLO/0bgGCTWb1EJ908ZUFDJO0YZQYwCCrQOY6su1a9rsv7JGhdJLSK/reK6EgEbdfPU0ptPcY2O3aNEvNgPbEq7+bP4b+Iwqvy4ggydd4d/zmak/gDNdA+SYumyEFKWhsujXhvNKPsCCkwaEsNzUPFDZ2yyUXSnY1Yh2qwDlFjHabBnqkClfi8l2nl5W9F6I98D6tP789VCzcycVs+kdr2k747mzRH3ol7+6WQ1NxM/9pKNgzMOuFYl/MUqk13MDGB1Pp60muPbT6mt9noV1/PrYuXcPruPXw46UiGvEOpxiGxVEhnRDvc5i5Nz9aTqlKKu7cEu2/mRbU7ssqh9P42i20VP6NNpaJF13VwgWe3XhtlosXkPRBB6XSRtkX02RSNDVy5H1WTC+O2Y19i9iFqFBYB49dHdo+mty0IWgX2UYENR9o8R/R9jVxeKqmL56FU0fSWU+pd0Na7KwpEW6QJzw+yZvDXkVeyLcZ7hYfeRLNSTNKNdMgP99ccFTnokFJ9211Zvi7ceyJqdqX4HVWkRuKSUB1E12Ynbr34XVXO8D85vulOE7hAv+HIRkDZLKAud2HPPvI86/Y6MC2zEfPvVpJvbyJzZi39h1aTenEdum3+9afaNyiJVqOWqOZ2BhyWZi4ucBf69WihvtInNKPtqalsys7irZdfZemwoZRFR6N2OklqaiarppqUhkZemzGddQP6E+nuh/bW8Fm8NeJ0n68ZbRcXWb26Z4VRjcJPYeSu+u1QSBdGdaZwr2bBzFpxoRWlSBMsgwqr0Lc4aA9TUzU4AFUs7ALxH7SQ/FwzLp2CPcuScBnFF4YQrqTprxGEP99C/Dm1OBNVqAsdmG8Pwz4ssEu8YEQcVoMaY4ud5PxmynOiujz+YKpoBkuvrkdns2PVnlw4NhjFtRbT5lvDPDkoBMGvYrz+0KQUNzNRPkQBapzi+rYrlZLq0sW681/qw70/x57k2LKMKElzGb6lHJVNoDVVi7m/772ZPLSP02IfqCb6CTPOGCXOFCXGH9ppH6Wh/ahNlS1TRfXjEej22NHucaDba0fZJmDYZCf5d42ovnXi1PuW6O1Uq9g+MpXJ6/LJ21LMwRzvZlyPL+5XIYzatFoemXcxC5YsZVBFJWMLCjBZrZj1enanpvLOlCksHzrk2JP8fNDWRg6iUW0i33CSEvvdRJkygo80w6mKTvHp/A9zpvNT2hjqTtLL6GhiW0SzW22Y9wc1q84jjKRVdsjbLfqLSkZHI6j8+y4ilrWR+lgj+sPuXk+DNGgqnVizj7yM2s/S4UxVod1iR2F2Yb4r7BitSFXgQIhQQqRfU8GlVlIwIpbBG6rI3l7jVRjVRpioDzMS02Khf3kNezJP/r3WG90+IImaEYBCEOM+XTKtAL9rWMYZlr28FzGRzyPyZJ3rLz8ahrBRm8GecPk1+OoNJq685O4OC4A3Ypula0b93ZpReXqUpLFHrxXXeOX0iMCUodIqqH02ktg/NBHz12Y0h5zYB6upfiQcwXTk+3UmqWi65igfrFNAk++k39X1aEpdjHirnG0LfK9vuGlMBpPX5TNmazEfXTbO6/EezSj71yCMAOrDwnjigvOJM5vR2u3URkRgU3ff9PeZUtln6vlyIC0KHW/q8lBE+eZYrjJGU3WSDq/H49GM6k3ehVGmTGE0dpcYPVac57uJTn/ATr/HGolcIZrf7DFKKu6NpPZyE6iPe/gVCuzDNdiHn6h5qAodxM+vxxWppOA9I7Z4/9ZN/qh4tzCqZdUlOV0frFBwMDWBCfsKySmt7lIYNbjNdFFtFpQul9dCv/fu+ZLzyzbwWv/ZvJc9s8tjjydMsKIXHH6Zsn1ljU4M6nAYpVVEOBqHSs2eBOkvWk9lgDpJmpG4xiVpRoLAGLcwqpohLcRcCs5EFdVvRKM55MAZq8QVr8LuzeWiUmDPUVP3YDhJdzaR+0oJBy5KwJLom7a2ZbQY+TpqZykamwO7tuvnJT9e/B7T6upRO52SSi51Rp/wGXUgCNSGh1MeE+NVEI2pPMzTy97glm0/9tDk+h4eE0adyfvD5BFGhRLMdAqXQN4e8UEtHutbfT/TJitDzq4kckU7Lg1U/TacPcuSqb067ERB5OnbpHgAABvUSURBVG0+7k205oCD3MvK0FX4l7dRMNKdD7S91suRIof6iQ/rwNKuQ3QbDeLuXYlAlARTnaeyu8c0K4dwlyjgW5S9pK5gNxHr9hnVe4mkA3maUWphIwmVLTi1CmomBk4YAaBWYB+swRUv76VuvkBPW54GjcXF+H8W+nz5gsxY6qKN6K0Ohu3x3vCyKjICi1aD2uUirU5a9YbO6FvCSIYqHNfWxIyS3YysLvTpUmObDzGotUyyOSCQRLvaGGYpIcmHkkBTyndx5YHl5DR6Dz2ObZVophOEI5pRP+/CZUBxNVHmNmwGFRVDfbOLJf+zCYUDzJN07F2URNmfonBG+rZcHf3V1HwWg6OfEmOBndzLStGX+p4TUTAiFpcC4staCK/1Hjp+wB3EMKCsa4ewQ6WiSS8696MlCCOPX9CXNRruFIWRWem/r0MuYS4rw23lDG32XrPveGItzVy3ZSkX7ZFWocQTwFDrRTMKt7SR0Cw+D+Xp3tesRyuqmRiG0+D7a9T4QzvxtzaiaA5ADTqFgppHRfN8ztc1xG/3sbmoQtGhHY3ZKuE7UigCEsTQt4SRDOxKUXPy5UFVCi7+nv8hLxx8gzBn4PJUpPIb21aeLf2QWebdss+dU7yF23Z9x/A670mWR8x0Xe/sYlpbiGhvx6WAkiTvwsjjLyrNjcalkb/EjNusRKyxIqih8JkYrJn+R8Q5M9XUfhZLW4YGQ4moIRkKfYs8ag/XUtFffGFl7/CuHRUki5pUepX3ihCeRM4YCX4jT8SkL5pRmCBGJAZDMxphL+eZxq9ZUCjfapFsbuDudd9x45Ylko6PM3sCGLrWjLKrxO+xPtaIJcy7gO7wF/kRRacqdRL7hyZM37YT8VZgCglbR2k4cKG4+Zn0RL7P7eM3jxGjRsdu8f4egSOmOk+1C184ZYWR50HVuuSbZKIcrSgBJwqa1d2XrHkyqv0I7+6IppMQ2h3nDmCo8+Iz8gQvVMRHYvNiPwYYu1tcwEU+mugS/yfOq/4CI/Z+gfMLOlNVbP2oH5ZsDfpyUSAZD/smkPJHuZ2227w/fEWJomkzo6oehZfcsQYZQQwdmpEfZjpzEIRRs0K8ZoQf0XRS1jdATIu0AAZPJJ0UE52h1caQ7WLVhaqT5Jp5xS4Qf3sjqiYBa66GpgWB64G08Z4M7EYlidvNDPjWN+Gw2a0ZDdpfianFez5YQbzbdP1r0Yym7tvPD089w/Pvvu/1WLt7sWqc8oWRJ6y7UW2SHaUUCKoVonBIcPggjNyaoFNKDoZbM6oN61ozyqgTd42SwroFgbG73P4iH4IXdIfsRP0kaqNVCwLf2NCWpGbrR/1oGaRFV+0k97IyTPvkV4/OzxUfvmwJfqPyuEjsKiV6u4PEhq5NJ55co1hJmpH4HcvV/hWCgMnl0Yx63kznCe2OtPuSZyQ+z3YJwkhvtWFy1wT05jOSE7wwcmMpaqeLsrRIWjN9u39Rz7ag32zHFaGg5t+RoA1cmL0lUce234pBHuOeLURtkb9ZqU6MoKRfNGqXwKgd3isrFCSImtGvRhipXC4GVVZ2tBDuCk+3V40PZrpoh9vp2cMJrx6q/cg18ryYPGbKrpAaTeepX1ec7F3TySqrI7aplXatmvIR8v1FiS+bUQjQeKaB9pzuqZ9vj1ez/YN+mIdq0dY5yb2yDI3MYpT5I0XNKG1fA5r2rs91qlSUxosRjhlVXTt45WlGblO0xI6nHrSCg436TPZok4MkjES/WLizXXb7i448IwndnGPdWpFVrcJs6FoDPBK84H3Njl4rvpy3TPat3qJ+uZWof7t9WU9H4kgPfFTwzuv7Ye6nI6zKxqjXSn0aY/MY8fPlSfAbeTSjX42ZzhOe6dnRd4Vn5+SLzyjGrRk19HDCq4eOKgyOZkkFOY/G82LyFrKrdLk67qM3M11HJJ2E4AVPSPeOgf1wymwxril3EPOV+JBW3hrgCKXjsMeo2P5BP1pztGgaXCR9Js/ZW9fPRFOsHrXDRfpe776gI6Y6b8JIeuJrqTGWtXGDKAiTlwZgVWp4NP4C7ku8FLui57M7WhXajvYXnrJbUjmy2fK+tmKOjqTzEvzkaTPhVTM6KqR7yyT5wkhV5ST+brEkUPM1Bixnd4+Z1KlTsu5+sTTPyNfLCCuTX9vOY6rL2yJFGImbswSzmbB23+ro9SlhVG8SX9IeO3BXOJQqXCh8EkYJNnGxBEszqlOIvWq0gpNEh/feNkfj2Wl6My9GtLehcgs6z278ZKTViy9bKZrRyP1iFN+WofIf1LiPW1HawTxBh2VM9+/YHZEqSm6KAiDxK5mRRwpFR4h3xm7vwqg4QdSM0qu6rtHX4A7vjpQgjJYnjeTB0dfxefppXo/tTbgUSswK8fuNs8nT/lVun5tLQmRtdKt4Dxu8hXULAhnV4iahPC2qy0NTCxuJqbPQrlezd1Sy9wkfR9RTLajqXNiGqGl4JPBm6KMpnB1L+fhI1FYXI9+Q3yR0a65o6ssqqiOiqetNg9lgoNZ9n9NrfQvv7vZt0Xfffcff/vY3duzYgclkYtq0aXzxxReyxhAU4o9NLe6GVC7XSSv+KtzRI3tj0ph01f+hd9g7fncyFLZjzSyD3N1d87XxJ/wNwNUqbzcnOOSFEduAvbpkhlvLGdt4iO/DR3o9R+kQP6NVKXY2NdhsHb/rDNVRTm+7RkVXHT89OS8t0Xq06q6Fe2aluBALs2PJ1MjrJxS3SPQhCJfrSVVLM5vFqeRtGCzCsVq1cg4ID0DYfhvptU04E4/dcUdrTu7XaMo2wDLoV95wzHFK1Yn3qDHSXY+tzdLp3z14zE/qLgIdlBILTx6NcNRuVSfYsaHuupCuzN2tUmaiY4kigiihnazmSvK1EjU7AdrV7vXtsHltUuuxEtjUqi633cZ2G3pP8eMEBZGak3/2wUVi4EJpTjQmk50UtfcCwB50JQ7CvhDfHcqnEkiRUOMRwCrIMyHHq48I+MJbYkjZ0MSA76s59FAsgvbEG2FQd/5+csSoqU4II6G6hQEVNeyNPSJ8hU7uZ31YGHEtrUS2W475e2fHdka3CqPPP/+cm2++mSeeeIJZs2YhCAI7d+70eTzPbkgl0XQlKJS0aeTvsD+Mm8xOYxpbTCdWoO0pvgwfw1LTENYZsmWd97+hc3nLeQbFYV23hPDsMJ0SdpgR7srezWHeH57UcvHhLEmKJhPpwii8tB3NHgeCEqyn91yElytaiXW4Gv1OB8ZVNszzDJLPbUh1+3fKvDvim0xuYdTS9UbG09RRIWWNC4JPZWgut2zlYssOPjaO5gNTz5YC8rBQM4SlSePZHS5Pg96dkMYt591Cg977JkTp3oS6vFTtj7SI34ldpcRq6PqV2O9wIwBl/aO8T/Y4kl8Wc+dcUw0IeT2zxqunhNGWoMZQ7SBpuZmK2fL8uKVp0SRUt5Ba0sDe4V1rgk0G9xq3+Bam3m3CyOFwcNddd/H0009z4403dvx+0KBBPo/p2ckpBcHnB1EKe42p7DX2fCmgo1ljHODTeQeipM3b87LzFnWncjoJs4qRV2Yv+ReGNhtxjaIWVZosr4x9xlJRo7KP0yLE9Kz12DJV5xZGVlnCqD5VDPuPLvX+8DW7d8ERlq41DqFjw+U9KOHuA18zp2ILb2WdzkcZ070e7yHN0YgOJ60KreRzAs0KTSZCgvzNXpPexPrUgZKO9fQi81YQNtJt6Wg0Gr2+U1IKGgEoz46SNAcPmioHCZ+IWrnrbnnn+oVKQekF0eS8WkP6Fw2yhVFZWhRjNpfQr7TR67HNRo/271tuZrc99Vu2bKGsrAylUsno0aNJTk5m7ty57N598kROq9VKc3PzMT9Hc/SL01vTu+klu3hixTtccFBapvavDc/LztuDGm498vL01joitULUihojDLRI0KKOJmuJGCJtndPz0V2WKeJL2bjSJitgpKGfKIyiyi1eTcHNbs0owouJ16mU3tTR4LChdTlkpx+kOhsBKFX7WTW2l+PRjLxtuKJaxc2ER3vtirhyUaBUp8rz96S80ozSBq7xeoSJPZvbVXyRuDFMXN6Mtk6eya80VTy3X4l3c2STQXweInqbMMrPF9vWPvroozz88MN8++23REdHM336dOrrOzffPPnkk0RGRnb8pKUdWxDxaKelt4d1QEM5ZxTvYEidvLDGSc0HmNa0hyhH95fx98YQazlzzTtItjdKPmdQYwnz8leTV3Owy+M898/pLdDBvbBatVoc6q79Ah5hVCJTK9I12kneJAZqWGf3fBJm+1gtLh2oq11oD0h/WJuTDDhVCjQ2F2E1XWs8zUa3ZtTa9XEewSLFTGdwihqrRSVdw1EKLlKc4r0uVcn7ngLNwJYy5tRsxiQjok7tdHLxnnVcs205amfX/kulIC3YwWOm8+zsuyKuwp2blyw9SVVd5yTh/aO0oh5u3WEeqKdhuAGlA1K/bZR1bpk7oCO1xPt5Te77F2HpIWH06KOPolAouvzZtGkTLrdP4qGHHmLevHnk5eXx5ptvolAo+PTTTzsd+8EHH6Spqanjp6Tk2GSro6sYK71kspvs4oPaqpX3cru0bi1/KvuaMS3e20R3N1c3rePOhqWMsEqPhJlYtZ+7d33NrPLtXR7XYU/38mB0+Iv03h/UNLcwkmuiS19Rj9IJjkFqXBk9H2os6BW0TXBrR6ukV2RwqZU0JYn3JcaLqa4pzG3C8CqMpJvpjB3CSLo2megyo8WFFRXVyuBEi3r4U/5n3Fv4DQMslbLOe+SXT7lv7TeY7F3fyyM+o65fcx5h1GjqutqKvsWGqVlcH3XJ0u9d8uvNqNoFWkZqEaZLNwMHkpKL3dGcX0gPuADRZwTQr7TRq/Z/xGfkmzCS/eTffvvtXH755V0ek5mZidkshsoOHTq04/c6nY7s7GyKizuPW9fpdOi6aF8sRzMKcy/UVo10YaQWnPRvFysr7zP41k8okFS4zShJMsK7246ONuoCz/3z5tyNaBNfslKEka+aUeYS0V9kPSt4FaQtU3SYVtgwrrTReKP0XW9DqpGYMgvRZa0UdVFxwuzWjMJb27v0d3rWuBTNyOj+jtvU0oVRmqMRgDJVZNCa63koMCSSYm0gy1LF9ghp/iOHSkWbWoPBYcdka6dJf/LvSiVRM+ow03nRjGIrRWuJOVKH1SgxIdspkOjWispuiyQ7SPe89Nwohj9ZQdTuNsIPtGMeKO1Zq04Mx65WorU7ia82U510cvNks8E/n5FsYRQXF0dcXJzX4/Ly8tDpdOzfv58pU6YAYLfbKSwsJCMjQ/5MOXZRqbxoRmE28Ya0yBBG2e1VaAUnzSo95TL7yHcHFeooAJLdLxApWNwvJoOj6xI3R6LpvOUjiUK92eC9Rp8vmpHK6iJ9pWi2tZ7V8/4iD5apbiG+zgY2QXJ5loZ+JqDWaxCDJ4BB63RisNpp03duWjsmSMcLBh80I4+/qMS9toJJgTGB0xr3kd3WdWuN42nV6EVhZO96jUvV/j0BDN58Rh4TXZ0ME53xgB11kwunSUHD6cHRigBsMWoqZ4STsqiZ9C/q2f2AtM22S6WkvF8kGUUN9Ctt7FIYdZjpepvPKCIiggULFvCXv/yFn3/+mf3793PrrbcCMH/+fJ/GdMkIYOgw08kI7R7UVg7Afn1Kj9t1O8OjGSXL0ozEz2v0IowUUiONOjQjCWHdFY2APM2o37pGNBYXLYlaHCO7p/yPFGxD1DhilSgtAvqt0vPCGjwRdV7Cu1v12o5acl1F1Hk2B942W+Cbma5CFcFKbRY7NcHX/AsMYn5RpkxhZNGKn9dk69pMp5Co/R8x03nRjDqEkXQTXfgmdyTqaJ3sPlyBxmOqS/uqEUUXOYjHU+YOYkgt7trE12wUn4VeF9oN8PTTT6NWq7nmmmtoa2tjwoQJLF26lOho37SOY8x0XuyXHjNdi1b6bmRQm9hIan8vMNGBj2Y6tzPb4OzaTOcxYXiLNAr3+Iy8aEYau4OkGrdjPDlKylQByHRH0RXNiiU+mM+qUkHbaVrCF7ZjXGWlfYK0oABPRF10qZeAF4WCZpOeGLOFiJY2qmI632HKMdPtjMwg1mamWSO9svxaXRZrdcHLnzuafKNHGFWjFFySowI91o4wmzTt39u4kRLNdB2aUZJ0YRS22V2Qtgcqinijcno41mgV+loHCavMVElsf1GaHg2rIdVLeHeTn2a6bk3o0Gg0PPPMM1RVVdHc3MyiRYsYNmyYz+M5ZfiMTB0+I+mLYLBbM+oN/iKASrcwinS1Y3RJqyx9xEwn0WfkVTOSFsCQUtWEUoBWg5b6KIlmDJdAxjLRRFcwy/f25IHCY6ozrpQexFAvI/FVSq6RR/tXeisvADw2/AruGfNbqgzBNyn7QoUuhnalGr3LQbJVeoJ0q1szMnoLYOjIpZOmGTUZuxbqsRXu4qYpcjQjd6uOscEXRoJWSel5UQCkyQhkKEsVz/EW3u1vNF3Phy7JQPC8MD2lSQSBjsyjtjZcnYQaexSCS8+6DYPdilWlwelFnXc4rZicbUTY6mkGdmljcDhP/vJ3CfLK+wgyjxcvYsUMFCkMRAttxNpqadae3FfncD+YjUAz4LS3d/yu0+Ot7TQDTYCzi9IvqlYzzUCVRoPTcvJ7klBQTTNwMCECZ5vbsd7SdZh0/E4zzhobtUYlh4eFMcQsv+KvViWvYnWL/eTHt43RYACErXZayxwIEUqsLV1/dxXRWpoBRXU7jrp2nDoVrpMIm3K9lhjAUN98zDFO65HHsN1hpxmwOJw4rZ2P43DIL0SpdNlQC04ihXbqFN6TO50y16xSkN8XSnDZ2KWPY6ClkpSWUoq81IJ02kQzbpVaQzOgtrR0+WzbrDaaAbPLhautizVubqUZqNGooOXkn0Nb2kwzUBqlw+Y+rtVw8vWkrnZgK3ViBSpzNLjMLpp9aBVhlVmV3dJ28pD3vXMiiX+nDtOiJmwVNhxhKhytXW90D8eZaAYiixo6ju2sXFSdQiU+CxYLrra2jjXmOVbwokAoBG9HBJHS0tITco1ChAgRIkTfo6SkhNTUk1eI6dXCyOVyUV5eTnh4OIqT7OSam5tJS0ujpKSEiIjurYIbTH4tnxNCn/VUJfRZTz2kfE5BEDCbzaSkpKDswkfdq810SqWyS0l6NBEREaf0l+7h1/I5IfRZT1VCn/XUw9vnjIz0XnqqT/UzChEiRIgQpyYhYRQiRIgQIYJOnxdGOp2Ov/zlL12WEToV+LV8Tgh91lOV0Gc99Qjk5+zVAQwhQoQIEeLXQZ/XjEKECBEiRN8nJIxChAgRIkTQCQmjECFChAgRdELCKESIECFCBJ1TThh99913TJgwAYPBQFxcHBdffHGwp9StWK1WcnNzUSgUbNu2LdjTCSiFhYXceOONZGVlYTAY6N+/P3/5y1+w2eTXQeuN/Oc//yErKwu9Xk9eXh4rV64M9pQCzpNPPsm4ceMIDw8nISGBCy+8kP379wd7Wj3Ck08+iUKh4O677w72VLqFsrIyrr76amJjYzEajeTm5rJ582afxzulhNHnn3/ONddcw/XXX8/27dtZvXo1V155ZbCn1a3cf//9pKT0jirjgWbfvn24XC5efvlldu/ezXPPPcf//vc//vSnPwV7an7z8ccfc/fdd/PQQw+xdetWpk6dyty5c0/aBbmv8ssvv3Dbbbexbt06Fi1ahMPhYPbs2bS2emm50cfZuHEjr7zyCiNHjgz2VLqFhoYGTjvtNDQaDT/88AN79uzh2WefJSoqyvdBhVMEu90u9OvXT3jttdeCPZUe4/vvvxcGDx4s7N69WwCErVu3BntK3c5TTz0lZGVlBXsafjN+/HhhwYIFx/xu8ODBwgMPPBCkGfUM1dXVAiD88ssvwZ5Kt2E2m4WcnBxh0aJFwvTp04W77ror2FMKOH/84x+FKVOmBHTMU0Yz2rJlC2VlZSiVSkaPHk1ycjJz585l9+7dwZ5at1BVVcXNN9/Mu+++i9FLH5ZTiaamJmJiYoI9Db+w2Wxs3ryZ2bNnH/P72bNns2bNmiDNqmdoahIbMPb177ArbrvtNs455xzOOOOMYE+l21i4cCFjx45l/vz5JCQkMHr0aF599VW/xjxlhFF+fj4Ajz76KA8//DDffvst0dHRTJ8+nfp66Y27+gKCIHDdddexYMECxo4dG+zp9BiHDx/mxRdfZMGCBcGeil/U1tbidDpJTEw85veJiYlUVlYGaVbdjyAI3HvvvUyZMoXhw4cHezrdwkcffcSWLVt48skngz2VbiU/P5///ve/5OTk8NNPP7FgwQLuvPNO3nnnHZ/H7PXC6NFHH0WhUHT5s2nTJlzuFsMPPfQQ8+bNIy8vjzfffBOFQsGnn34a5E8hDamf9cUXX6S5uZkHH3ww2FP2Camf82jKy8uZM2cO8+fP56abbgrSzAPL8W1RBEE4aauUU4Hbb7+dHTt28OGHHwZ7Kt1CSUkJd911F++99x56vT7Y0+lWXC4XY8aM4YknnmD06NHccsst3Hzzzfz3v//1ecxe3UICxAV8+eWXd3lMZmYmZrMZgKFDh3b8XqfTkZ2d3WecwlI/62OPPca6detOqAc1duxYrrrqKt5+++3unKbfSP2cHsrLy5k5cyaTJk3ilVde6ebZdT9xcXGoVKoTtKDq6uoTtKVThTvuuIOFCxeyYsUKyW1h+hqbN2+murqavLy8jt85nU5WrFjBSy+9hNVqRaU6sTt1XyQ5OfmYdy3AkCFD+Pzzz30es9cLo7i4OOLiTt5u20NeXh46nY79+/czZcoUAOx2O4WFhWRkZHT3NAOC1M/6wgsv8Nhjj3X8u7y8nLPOOouPP/6YCRMmdOcUA4LUzwli+OjMmTM7NN2umnP1FbRaLXl5eSxatIiLLrqo4/eLFi3iggsuCOLMAo8gCNxxxx18+eWXLF++nKysrGBPqds4/fTT2blz5zG/u/766xk8eDB//OMfTxlBBHDaaaedEKJ/4MAB/961AQ2HCDJ33XWX0K9fP+Gnn34S9u3bJ9x4441CQkKCUF9fH+ypdSsFBQWnZDRdWVmZMGDAAGHWrFlCaWmpUFFR0fHT1/noo48EjUYjvP7668KePXuEu+++WzCZTEJhYWGwpxZQbr31ViEyMlJYvnz5Md+fxWIJ9tR6hFM1mm7Dhg2CWq0WHn/8ceHgwYPC+++/LxiNRuG9997zecxTShjZbDbhvvvuExISEoTw8HDhjDPOEHbt2hXsaXU7p6owevPNNwWg059TgX//+99CRkaGoNVqhTFjxpyS4c4n+/7efPPNYE+tRzhVhZEgCMI333wjDB8+XNDpdMLgwYOFV155xa/xQi0kQoQIESJE0On7BvgQIUKECNHnCQmjECFChAgRdELCKESIECFCBJ2QMAoRIkSIEEEnJIxChAgRIkTQCQmjECFChAgRdELCKESIECFCBJ2QMAoRIkSIEEEnJIxChAgRIkTQCQmjECFChAgRdELCKESIECFCBJ2QMAoRIkSIEEHn/wGWsFRXKjBWRQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "from findiff import Gradient, Divergence, Laplacian\n", "import matplotlib.pyplot as plt\n", "\n", "borders = [-2*np.pi, 2*np.pi, -2*np.pi, 2*np.pi]\n", "\n", "x = np.linspace(-2*np.pi, 2*np.pi, 30)\n", "dx = x[1]-x[0]\n", "y = np.linspace(-2*np.pi, 2*np.pi, 30)\n", "dy = y[1]-y[0]\n", "\n", "X, Y = np.meshgrid(x, y, indexing='ij')\n", "f = Y*np.sin(X) + np.cos(Y)\n", "\n", "plt.imshow(f.T, origin='lower', extent=borders)\n", "contours = plt.contour(X, Y, f, origin='lower', colors = 'r')\n", "plt.clabel(contours, colors = 'r')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 3, "id": "7ef47d02-f262-4a4b-8efe-9d85f9139edb", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "grad = Gradient(h=[dx, dy])\n", "grad_f = grad(f)\n", "\n", "plt.imshow(f.T , origin='lower', extent=borders)\n", "plt.colorbar()\n", "plt.quiver(X,Y,grad_f[0],grad_f[1])\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 4, "id": "01267bd5-97a2-4c75-910d-1d048d21239c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u = np.array((X**2-Y**2, Y**2-X))\n", "\n", "div = Divergence(h=[dx, dy])\n", "div_u = div(u)\n", "\n", "plt.imshow(div_u.T,origin='lower', extent=borders)\n", "plt.colorbar()\n", "plt.quiver(X,Y,u[0],u[1])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a35e29cd-68d8-46b2-8945-dab9a4df516a", "metadata": {}, "source": [ "### В 3D задаче" ] }, { "cell_type": "code", "execution_count": 5, "id": "cba8b7a9-85ae-4fc3-8a81-34211bdbbb72", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "from findiff import Gradient, Divergence, Laplacian, Curl\n", "\n", "x = np.linspace(0, 10, 100)\n", "dx = x[1]-x[0]\n", "y = np.linspace(0, 10, 100)\n", "dy = y[1]-y[0]\n", "z = np.linspace(0, 10, 100)\n", "dz = z[1]-z[0]\n", "\n", "X, Y, Z = np.meshgrid(x, y, z, indexing='ij')\n", "f = np.sin(X) * np.cos(Y) * np.sin(Z)\n", "\n", "grad = Gradient(h=[dx, dy, dz])\n", "grad_f = grad(f)\n", "\n", "laplace = Laplacian(h=[dx, dy, dz])\n", "laplace_f = laplace(f)\n", "\n", "g = np.array([f, 2*f, 3*f])\n", "\n", "div = Divergence(h=[dx, dy, dz])\n", "div_g = div(g)\n", "\n", "curl = Curl(h=[dx, dy, dz])\n", "curl_g = curl(g)" ] }, { "cell_type": "code", "execution_count": 39, "id": "a6c60bd8-181f-46d0-9af8-100b8fd2df86", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(15,5))\n", "ax1 = fig.add_subplot(1,3,1)\n", "ax1.imshow(div_g[0,:,:],origin='lower')\n", "ax1.set_title('Плоскость X = 0')\n", "ax2 = fig.add_subplot(1,3,2)\n", "ax2.set_title('Плоскость Y = 0')\n", "ax2.imshow(div_g[:,0,:],origin='lower')\n", "ax3 = fig.add_subplot(1,3,3)\n", "ax3.set_title('Плоскость Z = 0')\n", "ax3.imshow(div_g[:,:,0],origin='lower')\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.14.3" } }, "nbformat": 4, "nbformat_minor": 5 }