{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "

Weitere Datenformen

\n", "

DSAI

\n", "

Jakob Eggl

\n", "\n", "
\n", " \"Logo\"\n", "
\n", " © 2024/25 Jakob Eggl. Nutzung oder Verbreitung nur mit ausdrücklicher Genehmigung des Autors.\n", "
\n", "
\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Teile dieses Notebooks (adaptiert) aus Hands-On AI 1 WS21; JKU" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Bisher haben wir uns hauptsächlich mit tabellarischen Daten beschäftigt. Dabei wurden insbesondere folgende Themen durchgemacht:\n", "* **Vorverarbeitungsschritte** (Normalisierung, Fehlende Werte, Data Cleaning, etc.)\n", "* **Statistiken**\n", "* **Visualisierungen**\n", "\n", "\n", "Nun beschäftigen wir uns mit **anderen Formen von Daten**, welche, je nach Anwendungsfall, auch in vielen Gebieten im Machine Learning auftreten." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bilder" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Bilder besitzen normalerweise 3 Dimensionen.\n", "\n", "Die 3 Dimension sind dabei $\\text{height}\\times\\text{length}\\times \\text{channels}$.\n", "\n", "Dabei ist die letzte Dimension (*channels*) zuständig für die Farben eines jedes einzelnen Pixels. (*RGB*, sprich *Rot*, *Grün* und *Blau*)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In Python können wir uns diese Dimensionen anzeigen lassen. Dafür laden wir zuerst einmal ein Bild." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Wir benötigen die `cv2` library. Wir installieren sie mit `conda install -c conda-forge opencv`.\n", "\n", "Außerdem benötigen wir die `spacy` library. Wir installieren sie mit `conda install -c conda-forge spacy`. (siehe https://spacy.io/usage für andere Betriebssysteme, Prozessorarchitekturen und/oder Sprachen)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import os\n", "import pandas as pd\n", "import matplotlib\n", "import matplotlib.pyplot as plt\n", "from matplotlib.image import imread\n", "import numpy as np\n", "from PIL import Image\n", "from scipy import ndimage\n", "import cv2\n", "import scipy\n", "from scipy.ndimage import gaussian_filter\n", "from sklearn.decomposition import PCA\n", "import IPython.display as ipd\n", "from scipy.io.wavfile import read\n", "from typing import Tuple, Union\n", "import spacy\n", "import glob" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "def plot_image(image_path: str):\n", " img = imread(image_path)\n", " plt.imshow(img)\n", " plt.axis('off') # turn off axis\n", " plt.show()\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "image_path = os.path.join(\"..\", \"resources\", \"Columbus.jpg\")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_image(image_path)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In unserem Fall können wir auch die Dimensionen ausgeben. Dies passiert mit dem `imread(path).shape` Befehl." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(3087, 2289, 3)\n" ] } ], "source": [ "img = imread(image_path)\n", "shape = img.shape # height x width x color channels\n", "\n", "print(shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Eine weitere wichtige Eigenschaft ist die Farbtiefe von Bildern. Normalerweise haben wir eine $8$ Bit Farbtiefe pro Farbe. Sprich pro Channel sind $2^8=256$ verschiedene Farben möglich.\n", "\n", "In manchen Fällen haben Bilder aber auch eine $16$ Bit Farbtiefe. Hier gibt es dann $2^{16}=256\\cdot 256 = 65536$ verschiedene Farben pro Channel.\n", "\n", "Wie viele mögliche Farben gibt es also insgesamt? Und wie viele mögliche Bilder resultieren daraus?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### RGB Model" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In unserem Fall besitzt das Bild 3 Kanäle mit einer Farbtiefe von jeweils 8 Bit. Wir können diese Kanäle nun etwas genauer untersuchen." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Minimum: 0\n", "Maximum: 234\n" ] } ], "source": [ "channel = 'green' # 'green', 'blue'\n", "\n", "if channel == 'red':\n", " channel = 0\n", "elif channel == 'green':\n", " channel = 1\n", "elif channel == 'blue':\n", " channel = 2\n", "else:\n", " raise ValueError(f\"Invalid channel: {channel}\")\n", "\n", "img = imread(image_path)\n", "print(f\"Minimum: {np.min(img[:,:,channel])}\")\n", "print(f\"Maximum: {np.max(img[:,:,channel])}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Das RGB Model wird als **additives Farbmodel** bezeichnet, da die 3 Kanäle in **Summe** das gesamte Bild erzeugen." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "def plot_image_channels_rgb(image_path: str):\n", " \n", " img = imread(image_path)\n", " fig, ax = plt.subplots(1, 3, figsize=(15, 10))\n", " channels = [0, 1, 2]\n", " colors = ['red', 'green', 'blue']\n", " \n", " for channel, channel_name in zip(channels, colors):\n", " tmp = np.zeros(img.shape, dtype='uint8')\n", " tmp[:, :, channel] = img[:, :, channel]\n", " ax[channel].imshow(tmp)\n", " ax[channel].set_title(channel_name + ' channel')\n", " ax[channel].axis(r'off')" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_image_channels_rgb(image_path)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "def plot_rgb_histograms(image_path: str, bins:int=255):\n", " img = imread(image_path)\n", " fig, ax = plt.subplots(1, 3, figsize=(15, 3))\n", " colors = ['red', 'green', 'blue']\n", " for i, color in enumerate(colors):\n", " ax[i].hist(img[:, :, i].ravel(), bins=bins, histtype=r'stepfilled', density=True, color=color)\n" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_rgb_histograms(image_path, bins=50) # default bins = 255" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### RGBA Model" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In vielen Bildern gibt es einen weiteren Channel, welcher die *Transparenz* darstellt. Dabei steht das *A* im Modell für *alpha*. Die Werte sind dabei gleich wie bei den anderen 3 Kanälen. Wir können aber auch einen Prozentwert vergeben." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "def plot_image_rgba(image_path: str, alpha: float = 1.0):\n", " with Image.open(image_path) as img:\n", " img = img.convert(r'RGBA')\n", " int_alpha = int(256 * alpha)\n", " img.putalpha(int_alpha)\n", " plt.imshow(img)\n", " plt.axis('off')\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_image_rgba(image_path, alpha=0.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Graustufen" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Eine weitere Variante sind die sogenannten Schwarz-Weiß bzw. Graustufen Bilder. Dabei gibt es nur einen Channel, der die Helligkeit im Bild repräsentiert. Das Umwandeln in ein Graustufen Bild ist einfach, umgekehrt geht das ohne zusätzliche Information nicht. Wieso?" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "def plot_image_grayscale(image_path: str):\n", " with Image.open(image_path) as img:\n", " img = img.convert(mode='1') # mode '1' for grayscale image.\n", " plt.imshow(img)\n", " plt.axis('off')\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_image_grayscale(image_path)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Wo könnten Graustufen Bilder helfen?\n", "* Bild Klassifizierung (zBsp Auto/Motorrad Unterscheidung) Warum ist dies für Modelle eventuell vom Vorteil?\n", "* Speicherplatzreduzierung" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Data Augmentation (=Daten Erweiterung)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In weiterer wichtiger Punkt ist die sogenannte *Data Augmentation*, sprich die Datenerweiterung. Dabei geht es darum aus einem bestehenden Dataset weitere Daten zu produzieren." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Annahme, wir wollen nun einen Klassifizierer bauen, welcher zwischen Bildern, auf denen sich die Katze *Columbus* befindet, und Bildern, wo sich die Katze nicht befindet, unterscheiden kann. Dazu würden wir zum Trainieren dieses Modells jetzt noch viele weitere Fotos von Columbus brauchen (und auch viele ohne Columbus). Um den großen Aufwand der Datenbeschaffung zu reduzieren können wir nun Data Augmentation verwenden.\n", "\n", "(Wichtig: Hier soll der Klassifizierer **nicht** in einer großen Datenbank einfach Fotos vergleichen sondern er soll wirklich das Konzept einer Katze lernen und auch neue, noch nie gesehene, Fotos richtig zuordnen können in die Kategorien *Katze* und *Keine Katze*)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Möglichkeiten zur Daten Erweiterung:**\n", "* Rotation\n", "* Spiegeln\n", "* Zuschneiden\n", "* Sharpening/Blurring\n", "* Graustufen\n", "* Resizing" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Rotation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* Einfache Möglichkeit, weitere Daten zu generieren\n", "* Ob und wie sehr rotiert werden kann/soll hängt von der Anwendung ab (Katzenbilder vs. Autobilder: Autos werden 180° gedreht wenig Sinn machen, Katzen auch nur manchmal)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "def plot_rotated_image(image_path: str, angle):\n", " img = imread(image_path)\n", " img_rotated = ndimage.rotate(img, angle=angle)\n", " plt.imshow(img_rotated)\n", " plt.axis('off')\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYUAAAGFCAYAAAASI+9IAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8hTgPZAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOz9+ZcsWVbfiX7OYO4e0424Q9z5ZlZmkZmFhIASCDS0JJ4QlVlVUAJEMwgEAklPEwgNvVpSv9USg1rqXnp/wVvrrSX1Wmo1gxBIgiomPTFTYqbmITMrpzvGjTl8MLNzzvth73PMPDIRCVSOZbvq5o0b4eFubm62h+937+82KaXEYIMNNthggwH2tT6AwQYbbLDBXj82BIXBBhtssMGKDUFhsMEGG2ywYkNQGGywwQYbrNgQFAYbbLDBBis2BIXBBhtssMGKDUFhsMEGG2ywYkNQGGywwQYbrJh/uQ80xrySxzHYYEu2fXaLd/+pL+ZHf+H93Nvbf60PZ7DB3hT2cmaVX3ZQGGywV8u2z27xbe95J9cvbbN9bot//Z9+fAgMgw32KtkAHw32urLts5t823ue4MalbQzwwOVLfOtXvJPts1uv9aENNthnhA1BYbDXjW1vbfKtX/E417bPQ0okwGK4cWl7CAyDDfYq2RAUBntd2PbZTb71PU9w/eI2KUFMiRQiETDGcv3iRb71K941BIbBBnuFbQgKg73mtn12k2959zu4tn2BhDQ0pJQ0MCRCG0gpcfXiRb7ly4fAMNhgr6QNQWGw19S2z27yV778HVy/uA3GCGyUEiFEYkjEGEhATBBj5MrFbb75y9/N9tmzr/WhDzbYm9LMy92nMLSkDvbptu2zwiFcv3hRKoMYAbnWUpQggLGlerDWgrGA4YV7O/yb//Sf2dnff+3ewGCDvcHs5bj7oVIY7DWxC1tn+JZ3fxkPXL6IMaYEBGstKSWstRgjX+c/MSVSiqQUuXbxAt/8Fe/mwtbWa/tGBhvsTWZDUBjsVTepEN7B9YsXisM3xkiFoJlMIpGMAWM1QIBBEaYYSSFy/eIlvvnd7xoCw2CDfRptCAqDvap28ewWf/U9T/DglctaIXTlbA4IAlUmCQQmQ0dOA4dV6iES2porF87xze9+5xAYBhvs02RDUBjsVbPtrU3+6nvewQOXtrG9yiBDR0CpGPLPjLUSGPIfwPkK6xzOebCGKxfO85e/fAgMgw326bAhKAz2qtjFs1v8tfc8wfVLF8FYQqkQtAUVsGb5cnROqwNrBTpCOQfAGA/KPwQSly+c5xue+DLOb26+iu9qsMHefDYEhcFecbt4dlMgo6uXKOQAkFKvqy2l8n11/2Cc/OtUpSBVRoIYtapIOOe4fvnSEBgGG+wPaENQGOwVtaxl9ODliySFhHIwMFoZZC4hxihfGzBWnL1huY1Ovo6kJANtBoO1outoreXGlct847sfH6CkwQb7fdoQFAZ7xWx7a5Nve887eeDKZZK1pCQgUIwSGErmb+UyNDqDEEMkhCiPV35Bfm7KYFuiqyD6XUvGGK5d3OYvvesdXNgaKobBBvu92jC8NtgrYttnN/mrX/EObly5jLVO9IyUUJa/M0sgDj5XEGC1WrA4a4kA/UtUhfIAkjE6u9D9vLtOE8/fuce//dH3srN/8Mq+2cEGe4PYMLw22Gti22c3+baveJzrly8DlhgTIbSEELpBtBiQaYRMJViM9SRMcfqxzDL3zEgwScb2AsLpC104iWsXL/CN73piqBgGG+z3YENQGOzTattbm/zVL38HNy5fBBIxtoTQ0rYSFEIIJfOPKZIShGSIEWKIpFJFoL4+lepA0Cer3ESX9cjXnUSGsYaE8A1Xts/zDY8/zoXNrVf3RAw22BvUBvhosE+bbW+d4a98+Z/nwSuXVaNIoKIY89+x6ySyBoPF4BCeIZTnSQYlkC0YEcNLIL8XUyGjJehE5SL6BHZvMjoliPDCnR3+r/e9j52D/Vf3pAw22OvIBvhosFfNtrfO8K1f/qU8cOkioNLXMWGKTIUSxtYQDeL5k8wcFJbAGAGMjCVZS5uSVBGo/lGMhBiIKSoUBWXOQauKvlZSSgmjj7ly4Rxf//jQrjrYYL+bDZXCYH9g2946w7d+xZdy4+KlUgnIZWUBK1SyTi5HDQEp9AJFJoyhdCQBS3yBKe2suo/NUCQv8mPylSytqmrRFg4jhMCtnR2+7yd/ip2DgXwe7DPPhkphsFfctrfO8G1f/ue4cfHCsmxFvviMDJsVM1Ih9L4hQ2rWlvbSrG2UYiTFRIrCIYQIUb82OAz5a4PFYo0EGqlMnMBTphPbs9Zy9eJFvuHxJ7gwVAyDDfaSNgSFwX7ftr11hm971/+DG5cuYI1XTlhgnphU5RT9HooYpUIQSEVhlEBGZLFlgA1SNEQNBCEmUjKkKJBUrh8S8ssxQAo52EiIyBPREhzkd3Pb6+XtC3z94+/k/EA+DzbYi2wICoP9vmx7a4Nve+ef5YGLF8T5IlvTilZRdsbQazsVZ4+xGJu/Y3RHgnwtgcUQkgYChKSW7iWpHmKbaJqWmBIhRqKBgHYuJaO/ZyDJEFxIUZ5alj+TElzZvsDXP/74wDEMNtgpG4LCYL9nu7h1hr/2ri/hwUsXpItIM3QxU2YNYsb2dUGOMQ5nfe4hlYLB9iaWMSSstKbmCWWdfI5aJcQIbRto20jbtAhSZQgh0iatUKTdiTYkWpJUHAkSlpAnqa3h6qWLfN3jT3B+kMQYbLBiQ1AY7Pdk25sbfOs7/ww3ts+DsdIuqp0/RieQhQC2kBKhDZDAOocxvjeN3MFJOSjEJDR0HloT6WyTu08LZ5DX8IRWHx8jISbaECVgpEjTttRNQ1sH6lqCR4iiqZQnq1NKXN2+wNd92TuGimGwwdSGoDDYy7btzQ3+yhP/A9cvnScYQzRWJKyBCORJA+EFVNKCRBuDksWJGEKBfXJ3UX5sUigJcjGRFJaSf0dtc00pEoOEhtAG2hCJyRCToY2Rpk00MRJCog2BJkbakAOIVilRoaSYuHTuHP/jnx/aVQcbDIaW1MFepm1vSUB44MolkhEi1+CxmrlHgwreCYOQSd02JSGA8zBbiESTikJqHlALIZVAkJQLcEZ+L7SxQFFlklk7ikKKymF0w3I52OTNbjFFrNLPzjms7TqipIJoAbi3t8f3/+RPcH9oVx3sTWovx90PQWGw39UEMvrTXLt8UV2+w1gvpDJmqdMIbRONIRIUy8fY4syttcSUJ5s7CW0RzEvEtlWSmdJymqLubNZKweVtbM4RT8lq9yeZ8zWbJS+ckRnqPNuQg0aIrbaxWm7du8cP/vRPDoFhsDelDUFhsD+wXdhc51vf+We5cfkiyVh1tl7/tjJfAHSqp9CGQGgjTZSgYDDk0YWq8kgBYJbakoyxxBBo2kAKEmSsymgnQ9nlnClpWzkJJmRIKZ0acNMtbfrvLM9t6VcJsUBUxoLTx9+8d4/v/8mfYPdwCAyDvblsCAqD/YHswuY63/Tnvoi3XL+K8SNCiIDryF7TBQRr5fsxReoQqReBpk3KBWjIMAY78lhr8NYJ4auO3BpLE1raGNHWJQwSKOQV8lCbPI/zrkhrJ7M8zZwDhLWdcJ4xBqOwUz7q0LYkJcFtqVpMCQw/8FM/PlQMg72pbAgKg/2+bfvsJt/8ZX+SK5urVJMVoq1ISWEgbfMsMhXYsk+5CS3zRUPbCl7fdSfJ/gPjhZg2JlcKBowQ0CFEbUvNG9UkKBgM3lcYnZbOWkreOeEjoMhjpFOPyZY7jowBbyzEVOQ3pHnKCNegk9WkJJIYP/E+7g8ieoO9SWwICoP9vuzihfP8lS//81zfGFHPZ9jxGOsnyG6ESFRnHkKQITWVkMAKv1AvGhaLhpQsEVu2IkTT8Q0yzdxBPoRU9Iwkfe+uN2sd1lo8lhhaMAbvHd570CASorSvxpS7mUyBj4xBA07HLUDmKqQyiQis5Jyjw7USN+/e4/t+8n0DlDTYm8IG7aPBfs927do1/uY3fS03zq5KZ5GBPGkMEGLUeQGL96PieJvQ0oZECgZrLF4hGWsSVWUZjSoq57BAjEGmEVKibQNJHbp1LntqsaxjpLMFTWpFVtvIa1jncM7hrKNytsdqaBWjf8eYpPPIWIyqbEgHUypT1yZp0ZJXOSQ5visXLvC1f/4dnDsztKsO9plhQ6UwWLFr167zt7/tWzgzvYtta6Ix1PWCZCqsqwDtEEoJ65y2oIqFJNm1IPaGGFvaVncoOI/3jpAMbRNEEjumjguIidiGIn1hFPqJMWnmLk7aGINLWjk4y2g8KsSzHFu37tNY22ktxdzNlLqAk9Va8ywEqat46PEQWhHdvHeXH/wvP8X9/f1X7gMYbLBX2Ab4aLCXbdev3+Dv/I2/zvrRHcziCKzwB03TsJjXTNY3FepB5CW0lTQ70ZiSkL5RXKy0nqYiRNeGgLESMBKWNsrjgw62RR0u895rp1Eq3UUpypyBSeCMwY0qnFWC2FlFm9ySQmtHhncsdB580xlpQm+xj7NWBtr08XnHQy6U/Mhza+ce/+697xsCw2BvWBvgo8Fell2/cYO/9x1/m/XpPVjMiLroxrgKN5pIS2hoVHbCY72nl3IDgsdbwLhEMjowZsE5i3NWoKgQcBacTVTeMDIGj8U56RTyzmGsw1qD07+9dQL7II7bjSp5LWd7G9YSxia8M9puGpeOKz/OWauvoUN2KclzlfWenaKrwFYS2KrKU1We65cu8o3veicXBq2kwd7ENlQKn+F2/cYNvvNv/XXG+7do5ycYxIkbq3MAKTA9meKrEd6PSEh2Xtc1IcRSKQBFaE5gHHHazrhScYTQlmrDOKfS2IkYpZXVGnXEIWExYDX05DZTpBXVkIrTNtYUmKd0GCGVC0mJZj280p5qrfAausrTGLRK6F6v/55GY9+DlQIv3L3Lv/ux97EzVAyDvcFsgI8G++/ajQce4O99+9/E33+BNDtSSWvZQQB521mkaWqk7XRE6kFGTd0I/KMcA1Yy+KitpQbVRYotbWgJrTxWBPK8SFVYS4gJ8ArbGIWMxEk7a8tu5yxlkS9FYwzGyXKddKpySToDQZL205S3v+msQqKDiWwGlJSDCG0AA1VVYX3e8lYYaCDx/J07/F8/9mPsHh69sh/SYIN9Gm2Ajwb7He3GAw/wT/6Xf8J4dkhaLDCuKpi/7CQAMBjjpEJIiZhCt5fAWqrxuJtVSLmtJ88vQCFvncFYQ0qBFFtSagltI4NpMepMgk4Wk6QbVb10hnLkj8BMGIWFrCWFSKd31Fkmq1MKRSJDOmkVciqdRgov6WO0vUkeay2oCiv6u9IO6zm7vsaXvv0PsbEyelU+r8EGe7VsCAqfgXbjgQf4X//Z/0p1sEO7v6uErkOmlV3X14m2dGqHf4yxtHkashx2h9mH0BYHKlVAfqwrjt2kJBrWSYJDDC0p6u+ZoAiUwSvW7xB+QYTsFJKyThy2oRDR/ePNj+uq24gxCE/hutWfGIPLwUafHwO+8qyuruIrOeY8mCdUi2VRL9jbvc2Kb/izn/MgZ1bHr9InN9hgr7wNQeEzzG488ADf+y/+OSuLY05uPad4vWDwqaib5vWZRvcjmEK65qw8tC31fKbCdJZkjWbWWWpCpLBR2MfZCl+NQOUtTAJikA6gGCG0Ahlpx5K1UDnw3uGMdB71CgiBqvS5zakgkKsGgZ1UZ0n5DtnL0M0wYI3oLFmLdRZfeapRVQLC0h/jICb2d+9yfHgXQ2B7a5Uv/dy3DIFhsDeNDUHhM8iuP3CD7/mX/xuTZsHOJz5CG2rB+nUGICHzBq06/tyYmSEka3WCOEV1zkYmlhNYK2SsQQbbDFbkqrVTCAzGSpYerZE1miEQY0tMEYhSOeiyHlNgrFignZA65iBDOeLA/RLn1RfBy7LanTietqzm4NAjogGct3h3utLoJL2Pj/fY37tFCAusTThnOb+5ypd+/kNDYBjsTWFDUPgMsWvXr/M9//Jfsjny3P7wb5Bio6m3JYRACGEJO0/GyHBx6kTlrM2DZIk2BUJKQioni0lCLBssJrkyxBZSkudOgRiCZNvGEECCUUok5PUhYU0kIXuVYwwaFGRpTwqBNoQlFdTTfEKRzs4KqMZopZAwpgs4ueOor6yaO5Gyil9feTWElqODPe7ffZbQTqkqkdnIlcqFzTW+7PMfZnMIDIO9wW0ICp8BdvXaNb7rX/4LLp4/x6d+7ZeJ9ay0Zlpr8V6US4GyB1mGzkwZPiuidilRt4G2TcQ29UhpWyQj8qRw3pcsQSESUckJI84U60jWEFMgpVCcMVq5RCWvU5RqASWw+4TxS+1QKFl+XP55lrEost09PsJYcE7eRTaTILZyXE2z4GDvFrOTXUJo5Hd70hjeOi5urfNlb38rm2uTV+FTHWywV8aGoPAmt6vXrvFd//v/ztUr1/n4L/0ccX6kHT0OZzvFUoFYHHm/srV+yaHmHQRtiMSYaJtA0zQ0ba0Ec0sIoQSBJkWa2NKEIFBRMrIeM4nCqrUeazzkykLnF0JoSaElBFl8k6UwknYJ9auV/Ce0LcRUjpGYMPontUGCQ4ha8YRCGucNbtaJwF5ueSWKamtSYj3FwOHuHY5PdsCkoqbaPz95Ovri1jrvePtb2VwbKobB3pg2BIU3sV26eo1//C/+Dy5eucFHf/nnaY/uY7FY51XLqMjH6exBdrw6D0CPvAWFgiLCDcvXIQTa0NK08qcOgXnTiDzGoqFuWhlSayJt24jDNraISBjteIoh6X6DRIwBQyQSlBi2ECM2dcEpS1ok3b+QYhSpjJi67+XKI8YSBAwCJVmnJDgJ7yxORfwy+SwdtcIjnBztc3hwhxSDVlfCrVg9MTK60MFY25trfNnnv3WAkgZ7Q9oQFN6kdv7KDb7s7/8rPrX5+fz2r/4Gae82leLmKUl7qcx32fK93N9TNISgdPrkHczyp4NpQAJE2wYNDEEmikOkbSKhCbSNvlZvG461rkxNyyyDl906UeYOYgiYlAgxEElYa8oQmXe+QE2hlYolJSBEjHY2La3pzF1KOoaQiXJfOfyowrmqNxiXZcAtxhlCW3Owd4e2rUWuI+9p0ABjjVX2RKQzcmA4v7EiUNIQGAZ7g9kQFN6Edn77Mn/xH/5LzENfRP30x5nc/SQ+zJCJg+zAdFCNvPR+eWI9AdHIWsyECM6ZvHUt6w0pnOMU0gltS2xbydhDwiQLWFJAh8Jc2ZNQ+ohyO6jOA3T4v1G8P0KKEhSsgRiJbYtFZgy8Zvh5hiAHqzzcZq3FJgRKCkGXRosmU+U93nkdiuuCQtnaRuL4eI/pfA/jKKPURmW7o8kx0y4FlRxYtjfXeMcf/ayBYxjsDWVDUHiT2cXtbb7hm/4Ob330D3Fx52NceeGXsPWhTutGbcmEXBEAnCZr2xgIKRJya2oSuYi+zlAILdZ1zjQvqLEqXmez+FxC9yhHSN0gW4Z3kqy5KVVHnh/IgYeoxyxHBySdcVASGiF5uzqnGzKT2QMVwEvdik6HEc4BMEZ2LfSlLGJsSSawv3uXnZ3nloKG0w6lGEXqeykQaXBE3z/AhTOryjEMgWGwN4YNQeFNZNuXr/BVf+OfcPGPfimmqVl/+heYzG9iYkNKLSkJ3JGLgtO7A3LHUL9qiDFBNEoiJ6yzmrWjzvqUIqk1JCvLeSKZ1BWc3lkrnUc4QIjaqO2wKRmc83hf6Ua1vB8hKfEbyzBaXtATY8D11md20tm9d2CyhLbwCN55RuOxwkaWUeXx1ooCqzMYI4HncH+Xu7efJtHIhrmlsyLtuTkA5nPYD6wFfkM4hiEwDPZGsSEovEns8sXzfM3f+6fUX/DVxM0tFh/6OTaOn0OcdsIkozh+zvY7YTvoOnFS1hayViCfmPmHQN5FINvOPCkmQtCAEwXicToQJnLWRhGjrGCnk9NJBtOEyyhMbRHKk0E4B8isRBFVgnIsIl3RZeqisGpKu6p1XWXjnMN5j/cjsiZT0VFKSeU4Og5isZiyv3ubmBpIIo+RuY+8QtRqIOkPyuXjy+ezz71c3Nrg8T/6yBAYBnvd2xAU3gR29eJZvvNvfBP2LV/IkRlx+6O/xWj/UziCrpm0KCiugnU2w+NLOkHJ9LPh3BmkGX3sC8NZIXtjIIWgXTndz32eSCaCkf0KJuW+fiGMrTU6/azOP7+qNUosO3XGudsoFOhL8HsJFOX7+f0IJkRMqreaRLnJOSfEcuUKYayD1jLFHVratqGpp+zdv81iflTI7VyZyIS00xiWtJNqefI5WyGk8/sysL25yjvePnAMg72+bQgKb3C7enGL//lv/EUmj/1pbq1cZuwCa/c+zqg+wKnYBNaLxASQA8PyUJc44v6/iX2HljWMetvMjMFXlYys5SrCUWQkvM3La6IMppluujgPzBnrINluAC5j9HSTycZZjBOIKMaWRMQ5K7pKJEWOFFrKXUrkGCF6RliRr3DO4BQ9M9pCKp1SEtyIgePDPQ727hJTW957btdNurlNfmDpaovuPLmeSGB/liFq1XDp7PpAPg/2urYhKLyB7er2Jv/o//mVnH3bH+dT44eZGeD+s2ws7pBCm/lkoHSCkrRrSL7XOSxOZbunM2Aro8AiZ6EO0fkKPx5Jeh4aCAFjYiGWTUoqjS3ZNla2n+XO1Oy+jZXuoWhE+iIqAc2pY5A1nQqHZZlvtOrQTimrG9ustpQ6Z2Uxj0kYJGBZnZ5OEVrVXzImMZudsHPveUSt1ZSd0Sm/Rg44CkGpAMfpTQ698xo7TqUXWLfPrPL4H/0stobAMNjr0IYlO29Qu3Zxi3/817+cc4/9cZ4Zfy53/svPcry/w5UrlnOLW0CU3n9ricng3EhhJIGSlmcRpFKAnKGLs7Z0LaKJCMlmdQgSsay+bJsF9fxEIBZXgRVeIIZIKkSz1Z5+KzyBgRhEfM8aZJlNJq+VLLbyjaKIGmNUDoEyQJbNGifzCAXmUSiprPXMFZA4coGYACWs26bhU09/mKY5kWBle22zGHm/PXmMqFvbMs9iMS/iaASOM6Ui6aoHeY57Bye879c+wcHJ/JW5SAYb7JQNS3bepHbt4ib/+K+/i4tv/SM8s/F2Pr4/wXzkt3nr3sc5N78NSLtkMgCuDIRJJ2dSopYXkaOQg3869W9E89R0LZ9l+Mx6nB/hqzEpBtpmTgoLoAGjkA7aBorKQRitPKxsVhPYaHn2IW99y8e2NIyWIIaWEGTFZ4pSOTinC32ctodagzURa1LpTiqb1oxBxh5ajIGde89RLw7LfgXo1nuSVWFLY1YHUBljS8XQP8ZCfhtTiHYJIuVXubC5NpDPg73ubAgKbzC7dnGL/+Wvv4vrj/xh7pz9AhZr1ziYbPKRtTP4B8/gK1O0gjA6+ZtEqTQ7xhBUpyhpcDBmaXStBIZepw0vsRNZFujIAJyrJlTVWCCjJINihoCUBSpPXWYOxI06nWfzXofNkL0JTgfZgLL8JhO3scxOpNKJFFQWQ5blaGeQk0ljq+2q+X2VGYiUWCxmhFizv3+HnbvPEWKQIKPHmJfu5Lskt8RaZ8t5jDHA75R8mS4zy89l8lo5DRTbW6s88QWPDoFhsNeNDUHhDWTXLm7x//ob7+bhtz7CydnP4/bxBp96ZpfJ/ad5+JrHjgUeMt7lWCBDXM6LrhC580hgjxDynEFehdlBHFblpnO06HMMpWOpBAr540YTnB+rAF0gNl3rKIjvdOqwnT6/LS2zOgCnKzCNgveJVIJC6gUvQWAkaHlvJVdXSMdZi3eGqtIdD7nrSd4Jxhrqek6ILc47dnduY50cV+YKkm5rk6CCtssK9BVC6A3YZU5jWSdK25bKIB+mmwlB21/zrocLm6s88YWPDiJ6g70ubAgKbxC7fuks//RvfgWPPHidev0Bbs/Pcm5rhfjMhzn/0R/jodEhDtX5sZ5kKxLdruFkDY0KzuWee7GezISxBVqBTAXYJRK6c34aRnTmwRiHdV4hpRx0alJsBb5RiY0yMAe6aU18ZBa3y88NLK3gBJG1TqDLeTK/0K3SdFbWeDrtSOp3MGEybJZo2znHx4eMV0Y89+wnmC2Osd7Kuk6b23X7exa0V1ehn3z+nPMd3JUJdG2HTaqU1wVSDRghlnm/PBphQMnnRwbyebDX3Iag8Aaw65fO8s/+1l/gkbdcJfhVjtYf4V7a5KMf+ATxYz/NA6M9xt7hXFWI5OxYy0pMm+cNBDLqZBlM6bsvkFAShywQTuhiQhkySwXKoVQjwjF0O5BtcZqyfyBSVR6XiWKVoD49LxGDLOPJMw1L5G2GobSttvKOUVUVFSeTZH2n1TkJ53JAiboHOtA0M/Z3d9nc2uTmc09xdHhfuIsUyyR2H0vLx9cn5vN6zxdJeZMwXtd6WhH4CylqANQBQJM/FVOeOweOC5trPP4FQ2AY7LW1ISi8zu36pbN8199+D4++5bJwBOtXebI9x9HGeQ6e+i0eWp/hTZS2TucLTOG9w/tKs2mPd9XSDuXMG5hTVUD5O2YVUAOmR0SX/+ThMdljYI3sMDbOg1ES2jlRqYgtKQapHJJ8nZLODnhbgoMhlSogk8xSQch8gHAGMp08HlUiT2FARxEAIbKT4jZloljnIGIM3Lt9hzNbW+zev8fu7t1ee65WF+SFQqn7fh/Cigp19QT08inJmk7GWaKS22gFEVMsXVhSN2nLrYzYlarm4tkNHv+CgXwe7LWzISi8ju36pbN81995D488eJmEBTvCTc7y1M1dXnjuU1wf7XNmBSF2jeSf1jr1sFZRCsmjnfNY46TbU6eLreL3feLWGoP3XqqEDJ9Eet07FO7BKNwC/Z9rlVCNqKpRUUWNMRBDSwytVhyxYPWSnGuAcSI/YdXZO2tkqY1JpZNp5AwjbzssH0Net9mffC7NQEa0m+7fu8fWhfPMmxm37jxTAkdKPd4j5QE11XHSltNubqGDhvLjM7wklZNAYskAXqsfEikP5lmZ15NiJ5P5Umk5PZfbW+u88wsfHSqGwV4TG4LC69QkIPwFHnngsjo9j1u/xK2DivnenEvP/DcucoBXIjklWxxzbhctskLS9kLeRZChmlQkLzrSFDreoEzoWhDJilw59Ohek7uduv8Z48A4Aka3uxnd4dwtr5FBsoApU8ndRjNrOznvDj7KC3HQ9aHdpjRZyqNOOxmZTlaLMRDalqOjQ7bOneVkesiTT36YGFtpNdX2WucE+spEfLZSNSRte/VVqZbyAJ2Qx1kbiQI/WWvljCh3glEeBVQwkFJJ6Kvo+7Cc31zl8S96bKgYBnvVbQgKr0PLAeGxh65irSdZD6MtxpcfZX98njPHT3Pj6AOMXcDYCmN8yVbFWboSDHLrZBtaojGapb44CPQlGUIhpE2G7wFLnt3KLZ1Jl+HEGGjbltl8TtvoGFwyWONJ6rwTdK2wdBCRIWJym2oeWnO2VCP5+Azd3gKR2+gt+9GJaPk39OWsY4wcHOyytr7O8ckhzz//JCmFQhvEmEqMy7McxVImiJVozg5dTq10LPkMycUCzxntPAohlAauIhViOzHCrPNE/5zqyJxxlgubazzxxW8bAsNgr6oNQeF1ZhIQvpJHH7wkCSoWxueobnwux2aV+c2PcePg11ljWjqF8tCUwUrF0GvcFCE7CFG3mKVESKE49/6fvmU4qW2DDlyZ0s3UxkATWt241lC3DbPZnMW8pm1b6TOyUp1467G2UkhL8POoe5yN/lvgmEgiQApYde55xoEyu+B7VU2SbiFvZbUm2bFmCfBI0yw43N9ldW2Nk+kRzzzzyTIikOcN8jlKGfbRDiXIFZMtf2tJU3iKbHl3Q4yh42iMkPXk5UAmQ27a3aT7HEhCRstYt4oSWg1w1rC9tcbjX/Qom+tDYBjs1bEhKLyO7Pqlc3zPt/9FHnvL1ZLtp9Em4xufj12/yN1nn4NP/QZrHOsCGVuy6CLZbJI6fMirM0OZzJU1mSFkbSH9dkoF1siBILStZvOyPQ19niYEDTCJpg3UbdB5ByGaszx3MrZ0IWU4q3RE9eSlO+XVjhtIZGxeOARrDMb05KtTFEeOSkwYq2S3SlsjE8+zk2NGo4rp9JibN5/B2FiG66Ajh43Jx5EKdNTj38mS2RidrM7ESq+ltN8pVQItHRxUOIuYNCJp15cGixwUcmWWqw5rDBfPbvDEF71tCAyDvSo2BIXXiV2/dI7v+Y6vkgoBA8aR3ITq0iOwep6Tgz3ufOhX8e0x1nhdlpNVS20hjXUBQXGiSuECuhcAC1F0h0KMkqUiwUTE6ATrbmOS4JEghEirTi7FRAqJ1GpXUIQQEqKL5DDGE4vCqiFISi7LdUyH2eeM/zR/kd+HMUm5DKkKrOoiiSieyUm7djIlOl9tiCkwmx5RrYzZPdjlmec+SdsuZN0ny/sOBGLrZi/kuTtICET62/ZulUIzkMqUN2m5euigLbM061FE9nILa+pgsvJ50kFQMUoQu7C5yhN/bOAYBnvlbQgKrwO7fukc3/UdX80jb7kqXUTWELGwfpG0epHFbMbHf/nniQd3qARQKsB23k8gya8lKdO5NPRldFrXZKhDNp/FmGhDoI2REA0pGmIySPIuFUKIkVaVS0OIhCZkRIdIIiT5Ew24yoGzmGRJ0RBacdiRhHEC/1jrldDtHGjUobU+h5DIWL+QwUFnFzLGn52q4kwa+GRgbjY7ZrK2yv37d7l753lCWBBTKDMaeevb0iIcOoioDVGrLA0SSZ14iAV66vl/5Qrk7xQjKQaVDV+G5Eg97kCrs5RPJl21YXoBpL/y88LmKo//sUfZGiqGwV5BG4LCa2zXL53lu7/9q3nsoStAIlpLNBBHE9z5hwjJ8OFf/nmmN5+kigGjeHuEXtYsLaelE4bOuRoVnIuFJNXFNylicMWBp5jK72dIRoavFFqKENuudTMCTRt0k5o8b4aIooHQRpomUs8amjoIN2GkU8q5Cu8qeZ7Ym0foTQD3sfmYAjFlgrrVjiFbiOdcWaQUCW2DH1XMFzNu3XyWNiyW5gDkPWpFJDiNkPn6s84pm5K5p57TNjrsJ+dEp7DLY3OQ6jq0gs5d6FspqFOGmkIblmG8l+B3shlj2T67Ll1JQ2AY7BWyISi8hnb90lm+69u/ikceuqIZtfAAxo6ozj6EWz3Hcx/5IMdPf4SqXZTuFBl8cj0HahWCz469gy+y0FyMkRjyPEKXnTpXiWPNUAUyaJVSt33ZYAUyytSEQkqhbWnqmhQSosYqjjbGSB1kt3FIUcjfKM8fe6S1yXzDqQG6/hRzjFFbTKUSEJ8bluClTOQuFguwlqZtuXfvFjEu0Aaqrl1XHX3btlr9iAgeCNeRUtKp6zIn3UlYyAGWvQqFI8lzCxosuhWjy5afI++bBoWT8mfV617qB4YcqPPPCscwQEmDvQI2BIXXyK5dOsc//XaBjEiy9UtRZtL6Zfy5t7B78yZ3PvirmMVxIWdBWj2V3QRYXpVpuw4d0fQXArMMqkX5E5fgE9ubdkYCRIZkdLK5VATRdP7OyC9EVRZNyERyikkqDT1Gacd0JJMhKyGqQ8jcR6eE2ucZ8jSz1aCluFbZr5xrlhQT0+MTXOUx3nLr1rPcu/s8xiQVunO60U3eRyavicIVWFVkTUjQMCoIaEuwjMX9l+EP00E7SSudDv7pOJPTAa5wC/ofq2KC/a13ZYdFD94qj9Wfb2+t8cQXPTZASYN92m0ICq+BXb98jn/27V/NI2+5UhwvWIgGU02oth5kdjLn6V/7RUx9jHM6XYtOLueOFTK+jmTf/ZYZskB1LFlyztjFr4kWj0g/d5h+ilE4hhTLY0MIyn2Lo25D0JZ9w6KWNlQJOKHMAKQoAYIkAah0B9F1OMWYp4AhKYwFy/sdMomMHj9JhvOss4TYAIn5fEo1qmjahk89/XHu79zSIKN7GeTsFhI3w0kxJrAUSMhap/sm8s7nVOYKciDMHEBuJ83QVw4WMidhyvrN022/BjBOns/QdRktPRddQAC6INkX+TOG7bPrvOtP/CG21lc+HZflYIMBQ1B41e36ZakQHn3oijhamYIiYkjWYlcvkap1Pvlr76fdvYtLqVsFmfX9ofNwmCL30HEK+rza35irgQzbAHSTux3+nRVHpV0yEVptX01JCdSkKzMFdskQTDTa6tq2hDbQNA11XQOoeqlIb1gkoqXeWxC6whCCVi8ZZoqqNwRlkU5muJ2R9xxDy8nxESZB3dR85EO/wc69F7DOlkG0nP2XTtBe22gbGtqmoW1bqWxSJ/cRQpDzGbP4X1LyufdhZmiqcA9Rp5dfeu4jv7Y1BuM6Yj0/F/1OJLpgEEInYnj67+2tdd75x982VAyDfdpsCAqvol2/fI5/9ne+WiaVjcFEbaEEMBYzOYc7/xB3X3iBw2c+im3ntE2jHIA+Tp24OIYe7l3+Ten4yeJuBmGmU6J0xfRbQfsOzFoV0jMiN22SkZbUJtC0LSEFQgjUdc3JbEoMLRaj3UHyPNmJiQ6T1U4iPW5tic2kbj7+SKJpZOYh6c/lSbS7SCsbY6QLajGfsXP7FvPjKSElPvGJD9GGhSqkUp7bYLsgpFWLVCotbdNSNzWLxZw2NJAoMw9yqvW4c9af902r8mmWubCZG1EYCvpyHRkuUgAqQ2A5SMdeNdDby9CXDe9zDX0IKb+n82dWh8nnwT5tNgSFV8muXz7Hd33H1/Dow1flGwl81r0xllht4rf/MLN55Llf+Vn84gRiKDBFFmVLdIRov40zneqRL4Nh0uNKVk9FKw/5MsMRGkCMEfnoJdIAmUVIOrzWNCzqOYtmofsZuteEbgFNxvEz1NKD1oVH0OpBqoVuzqBN0IbQBRljMN71nGGkbWvmsznYipUzm3zqmU8ynR3jvOoX6VxAJphjCERVXW3blrYVuY3cZtuGwGw204DXErQqMmlZ3rpAPVoi5JbSDBn1q4b+HEaWtOiT0/mcyVT179x51Hf+fetzFdKuusbjf2zY4DbYH9yGoPAq2PXL5/iub/8aHnnwsnxDYYJoIFlHcuv485+FG2/wzH/7OcLOTWLbkjClpz/2nEPOeFPqnE+iy4RDSrQpEQXqJ8NIWTTOOU9puCdJNm8oWXTBv/Mws/IYbWiYz+cs6oa6aYgp4kciYdEnRa21orRq86SxEsUagHILbRa1k4G4qO/HkrCi5hrpiPEom+IWi5rpyQmz+ZzNc+d5+ulPsLt/D19ZFbbzvXbW7u/ssK21VKMRo/EY7xxt23J0fMTzd+5y685d2tB2ztrKrEKB3KxUB8YJaZ35hRJCjVXSPS1xA9mMTqHn7/ertfKYEuTTi/70P5ts/a+3z67zxBcP5PNgfzAbgsIrbNcvn+Offcdf1H0ImjWbrCxqSWYNe/Zh/OYlPvb+n+PomY/gXdJlMU5wcNPLWGUCTTmBTMoqHq7DaCElYhu6/n8Uz+7U2aQ6wUhmrnBITKJllOcfYoA6tDSxJYSWOgTqtqFpG1KMor2kx1gG5aylqiq8SkE7VQptg05IA853v5NS59hyNeCcEx5C21ZDDLqsJrGYL6jrms2z53j+5jPcvX8T7ztHms9TP5jkciZT8wDeOXxVqeKqchApsFAuJGpUyhPI0FuMI6dneaZByWqjQdxqV5Ihy3S8mCvIx9z/3osqhR68VNagnuIW+ufv4tkNnvjizx4Cw2C/bzPpd5qUOf3AU50tg/3udv3yOb7nO76GR99yhaDtjJJjqrjcaAN34VFY2+bJX/kl7v72LzC24uRzC6c23IBWDUmlqJPJcgzZMVgCEGLULFumcjFGHBW66AV5rtJlk+iy1wiytlJE9FrtEmp0D0LTBkLTkoIQzaPJiNXJilQDmgU7Y/Eut5dSnGP3yhLwyhCcDoAtka8pyz/kpTfCJ8xnM9q24dz5izz73JPcvP0MzllGIxmEO425O+e6ls4+3GZ0w5sGwaZtaJoW7zzj8ZiqqnqSG5TnNqYjwA0iXmd7QSHXDHk/Q4hBB+woPFBf6wmt8Prkd//1crdSYjmQZIsxvuh38/u9t3/Me9//UQ6O57+va3ewN6e9HHc/BIVXyK5fPsd3f/vX8MhbLmONEVG6lLDq7Bmt4a98Hkw2eerXf4Xbv/5fqeIC5ypacpUgzr8TuwNbTRSukYAQtbMoIhm1zBEkQqRrUe05lMwzhNz+WJyPI5Jw1kj3UCsDXTKRm2hDS1M3xDpgraUNLZtnNxk5L3CLsYy0QiiCoojeEtr+GYllkQxI1ZOi8BKu8rI+M4Ex2jGkshQpJeazKdOTY85dusjTT32Cu/dewHmBqYwuO5avOyirZNbYTnlUz0d2yClF6nohv+8qgb6qSvdGaFGVCXw5mO7obZfd951zjBHnbDfU1nts37rj7DrHpP01SsBXTiVzP/09GL32M/2IX/zcd/eO+fH/9jH2j2e/t4t3sDetDUHhNbLrl8/x3X/3f+TRBy6V72XNTDAkv0J18W1w5hrP/PZv8Pyv/DRucYJxFmtHJKxi105x6iBtn7qhyxon0JM69xCTBJqEYuAQkgAepOwDJeeU1s9ud3AIsTzGYGlTy3y+IISgzkpA86hdQbFtiSkyGnvObGzm5iC8dzjjsM4gTThGoS9biNuc8ULv4oxR5K+txWKEh7AUx2eMpa5nzKYnrJ/Z4PkXnuXZ55/UdaMaSPTSdHq+QhAoKFcr3a7m/BmwtCyoT9znQTajOfrSlPHSp2wKYZ8tD99JUHD6HtWh5+ftQUQmtxArPNi2QVaaGjnOkv1rWy2l2UCbAzRQ9OGjbDmRuLd/zPve/1H2h4phMF5eUPCvwnF8Rtn1y+f53r/7NTz64OWC00uzqBVy2FaY9SuYjcvsPPs0N3/rl6BZSDYYVU9f8fY8VCU6+07JWoT81V7+NiTVJwpY60hIlRCzAwyaU1pLTFA3LaEJskc4JlKAlFqBVFKkblvaEHBWOAV0uC67Jwz4ynN2axNnPSkkjIlU1mAcWCvVRg4KAM5AtAoVJaOzC3I+ojo6i8E5g8vCckGy5aap2b1/n4tXL7Fz7w7PPvcU1snK0Kqqyg4D0+NZnNN21JJ158G8bgmPs650JNkMM2F6TlsdLnLcvkBwqVQRyxVCvgK6hUWYpK3AHVmcg1Gfi4AMBTltWc1T1fI5C/rUh57kfXUBaznYQBd8M8fw3vd/ZICSBntZNlQKn0a7fvk83/OdX8ujD16SoSuFZ0zKGaEnrG4zufY57Ny+y1O/8JOE40MMkRgaJYS9OjdXuoI0D0T1RslqqG2CEKGT7LQSIEqHkrSjRu34aWMgNCI/HbTbByDEljaGMjFrjCXnxVZxIDk2kZgYecfWxnoht622ZLosKcFyu2xeYiNZu1PyttfCqaqiWc4hD4vFENnb22V9U7amffSjHySlpmD+znlSEl0kp2tGxTLU0v076TCbyXMIRmcGThG3Uh9oQO0KC+UrXAkY2TqCWDgHUaAVWKr0456y7txI55XIXGgwyLMlRj7P3K2Voauuawk5OKMdXafkNkp3lB7t3b1jfvz9Hxkqhs9wG+CjV9EkIHy9dBnl+QISeX4gYgiT86xc/Rzu3t3h6V/4KdL0ULpTnBcV0KTOxFgwvmDe0nEkmW3KonNAxJZBr9wxFAy6SAZCbwI3JOlMikI2dKqpKck6zZQ7lcTxj30FClsYA+NxhTEQ2oaVyZiROv9MthpLT0iu00sS9dKucnDOdvMLStxmzN705idCSOzv7XFma4Pdvfs8+fQnWNQLRt4uwUGu1+JpdTtbSh2Z6xS2iSGWzN9m159S0YXqX91Zi6jfNpo0k8/wTZ7H6LL1nL27XjeTKNI658gb4aTVV4fqetxAohO966JRKtVPIWnIsGCU1liDVCMFUoqlTdaajteICXb2j3nff/vowDF8BtsQFF4lk4DwdTz2lmtkDDkprJEy3r92idGVP8TOnXt85Kd/FLc4Bt2SZkcrGOtExTRGdbSqfBqzL+g6htoEspnNEENum5R1kEEiC8ZUEkTI6ymFTwiqOBqjOisjew+yYqhxFmdgMhoxHjmcIhzGiNNvQ2A89oV67WPuToXgRHROh9IMRYZD5L3FsiMObeh1BomTa2LgYP+AtfU1du7f5ZNPfZw6NIy006gPleTiIMMx1uaurK4LyPau3ZiyfIZIhpRBPv150o4eo8RGnwfJHEDOwPvdToLspALl6C/QYf+erFabnT29IJDK82e4C6li8iO0A83Y3MYb5ditVqJRFGSjqtKi1UK+HvNr3Ts45r2//OEhMHyG2hAUXgXLFcJjD10la0unGMhJYEoQR2dYefALePqpp3n653+KdLzLaDTG+YrZ7IhqsoYbreqSG0owsU4F2hR6iTpZnHqZPuponPOyezlGbZscE8m7CmRncWzluVBHmfFxkwxtkpbMauRxFlZGFq/wTNJjClEy/8qLQzcqJpfhCmfl+LMzBcRpKWTjvMJiZJxd2lFJlKDQtg17+/uc2dzk4Gifj3zsQ8zrOZWzeGvw1YjsaHtccYF3JFA5JddFBjtPL+dAlOEYZ70E5hAz065VmcBcKU+El+DRaRydHjzrHO+yMmpSGfIiu2GWb8yl+8rIpGDupspVSdKAg9EuJjreQ36tq3SydHeupFKZys4wFdzbP+LHfulDQ2D4DLQhKLzCdv3yeb777359WZCTz1BUyCcCyY6pLn02d3anfPi/vJd25zmIDSvrW/hqxGx6TDSW8eoGIXmsE04hC7ElhQBCSL2NYB30I/h/Aas6ITgNMBGBNEKIImutJIW1enyowJyJjMcVk4nHW1SXyYJN3V5hkyWrFcc2mqnmE6IBIT8uIhVP4Sdc1vKpJODFQNPIsJgxorG0v7fL5uYm93Z3+PhTH2c+nwtkZIWvqCo5P9KumgpUVMTm8hR1JoCBGEJPGjyVgCj8h+mgedORxInenEMyYOW9RCV4M3YPL7057rTlSqYbOgzLP3eunL+lPdFGoK8c/fIAXReCloNRVCG//HpJB/AyBJaf5+7uEe99/1AxfKbZy3H3w0Tz79OuX77A9/y9b+Sxt97oBYOsheNkRsDJ9rQ5qzz1i/8VP98ntTWxqYntHFLC+zGxrqlnxxjqAulgjPAQMapaqQ6l9Yjkkm2nVLJcp1kyJkAK2GRKNm+d095+h3eWycgzGTnWJ56NtRFrE4snSCeQN1ifioN11uCdwZqEIX/f4IxRLoHSnZMJZGvk517VTgvvmgImRVJs9fuJ0DQc7u6ysbHB/uE+H/nER5nN56hEUoGgckZu82v2nHGZS9AAEFMihaCkdLezQdp6jWLtGlQUn0+6P8KgzjilorudUoJklrepnaoYsp2uIPKOhfy9Di7Tv1PXZYSG6xycrLNC5pefdSezv6QoRmEmsjS4VDSQm5xMOWeWS+c3eNef/JxBdnuwF9kQFH4fdv3yeb73O/8Sjz18TSEjzda0I0SycY9ZvYA7c42nf/NXCft38IA3hlA3JaPzoxHEyGx/l3Z6TKinogMURYAuhCBDaT3Ss++ARFY7E7jq/DXTtE7+OJvw1lB5x6iyTCaG1RXHysSyvuKYjGFSGbzNkgwyUGWdpaokkEDEKSmbF/bkQACpkLcZKbcJXK5hkjqvhJCiIdE2ddl5bA3s7eywur7K0ckxH/3kx5kt5nIczuhUt5DKKamUdu7WUa4iB4zsrLO8RdLv58or8wv94NGZvlbOv40O76mgnny/1+Kqr9f/XDrH3w9YKvjXa3WVxUb5WORnEmxCPhThEVKpyxSWNCSjAUQ3zsn7o1R0+XUL35MocyL5iY1xXDq7wbv/1OewtTEEhsE6G4LC79GuXz7P9/zdr5d9CDEofu7ECWirKBiCX8WdfZCdmy9w8OQHoW0wGCbrZ3CVF15AIadqVGFCoD4+oD3ZIzQnguXrUFXOaDtVUzFxiLIlTAhSmRlwzuB9bts0WGcYjw2TkWVlbFipDCMPYw+VQyoAa0rm7YzODWgV4G3u4hGn7zKGrV1O6HpPQx7oiiRUjU8J03y88j7a0pljjeX+3Xuc2dxk0TZ89MmPczQ9lkrEsZTdJ+1msrnsYLkUzll5OW96/PrTJdhNPbGuK81EbgfJZJAsZ+JZ1C9n88Z0W+JOmwSMruU3d3gtH69iQHSqqqVNVYMBJneP6fyK9fI5ZZE+lTPJkF3SNyK8Qt70ZstrJV2OlKAIDJ7fWOWJLx4W9QzW2RAUfg8mpPI3SIWAtAbJfZjlCcRZxPEG9vxbqM2YT/3Wr8FiTmhrGUDzI8brW3KzRsBaqvEqk/V1QtPSzE6Is0NiM8PoTmJT4JuEswlDxBmwRhtTjQQEkL+dSSKq56DyMHaJiYfVsWWlcpL9KzdgSx6KOkkhR2MMpCBS0zKjkKdqk8I5yhUY2baWaMC2JIIQEiSwcnwQwegeuNQQCSQkyN27c5u19XWmbc2v//ZvcXRyREoB5zpZh8wTwDJ8drqjqWsD7bqHAHWuqegdlcfn5yqfIWTHnRIquUGR4s4/zRm/OXVMGafpoCXoZiX6fEKuZlI5tq5t15T1qhn5IaoWlNXn0woj79JW9LAbjLO2v2qjsF3Wuvyr5JkQMFw6d4Z3/YkBShpMbCCaX6ZlUvltD18j95dnDF1MM7tqBXPxbfj1i3zsl36B3Q/8MtRz6qamGk+0GwfaZoF1I/xoTIoN85Mj6ukxqWnBGvxkFTM6gx2tEJagqdQlnGZZOVOE5bqMXLiEvIg+adasS2dSIqWgzs4Wh7jsyMThSNeQsLEGT0ot4nV02K13Hjqy1fWes3OM4gBbYoR7t+6wsbnJLAY++JEPczI7JpHwzuK9TB1bZ7GJToK7vEbEe9/LxntSFUXzqDtP+TiXsvL8Oeo5kClrgaW6c2HK70PXRXQ6KMjLWCWn49L3Ouio62Iymtn34lBnxpTPoZu50KiQ8vvRri1tUTW5O8l010huUzXalZWfry+tkXrzKvf2h3bVN7sN3UefJrt++Tzf/R1fx6MPXS033enzkVIiGsfR+BK3Nz6H9u4LHPzij1DVJzSLBU0IrKytipyBV6LT6oaz2BJCTTufEeo5bT2nbWvcaBU/3iBZB34MfqQvpuSrtnrmHBWyzk/OfHPLKV3aizqbGEudKB02WpFgSBaWHJ91QmomiAK0lxcszs4YCkVrDSYro6pzK0NYCmvcev4Wm1ubnNRzPvCxjzJv5qQkQa3yHmN7xHECZ7quog5qiWWILH8eneZQNwtxehANDRgxRm3n7JwwppsRgbj0OcvgWa4Iy+lcekzWW+oHmz6nkLubcltsnknIzQD5s4xJ+ZSox6HvpTQQyYP0cshqt245AOpxgLSy5uDT8THyLfns5Bjv7B7yviEwvGltCAqfBpMK4Rt49C1X6To/OrjBGKu9/46ZWeOjk8/luaMRK7/+79k6eQ6TAota9g9U44kIzTmHn6zITZyx39RACKSmoZmfaGBY4PwIjIdqgq1WoJrgTK+bxXZdM7lKEJw8FLw8Y9c4JRn1W5JlxuJcRFpDHluwdYUr8qxByULVEeXgkyezs9S1s54QFcO2GdpwGCJ3bt5lbWODnYNdPv70U9RtXeYIpPW0E7HLTtQlUzSIOrXQ0Pss5Pr03i9NG5cW06Qhy5peoBAIxpqOrC5qpim3FnfVRffZ66rRU6QzsPRvazPH1AWE/HV+7GmOSPZeiFDhkraRHndUqCjvrO6rry4xFgZy0aMfqX7f9l6z//od53Jv/5j3DnMMb0obgsIf0K5fvsB3f+c3SIXQgwSWbmoA42jthE/at/Ix8yCjX/+PbN35LRxyV4a2JQHVZERoI22b8KsTqqoqrxVTxMQWExOprQn1jFAvaNtaycGE9WOsn2BHY2wCnMeN1wRGMgiWnxImRmlF7WWzlACRgfJuajYvm+/gB3R7p8Fa30OrjPIoui865V57zcJ1SjhnpRmqyENyEcO9u/cYT1Y4mJ7w0aeeLAt8rDGitOpy54wMuTnnpF1TV1/aHhQl5Pgyx5BnCLK8hbMdXGZsL7DRBRMhlK3uPjDFgXbwTNLqrNMTypk2CNlfJssz2U3HKXTUxnIA6SucZuedoZ4u+MoQo+m9bpKIpb8kH1b5nJPRDikK1NRZDp69YNB/j/kbyXB374j3/vIQGN5sNgSFP4DduHyB7/7Ov8SjD12Re+slgoLcc5ZkPDvmIr+yfwHuPs3KUz/DilEZAiNOCovMJBhDaOXfznvVxSn0JsQWayC2DdQzYtvQtjWhbUvnCMbgnQfjqdbOYHyFsQ5vhDzO8ECuZqzCN6RE7mHvYBPxRn0nhOL3/aw5L4yxroNHXurSyfuIs2dN2lbbNC03b91m/cwGdYx88GMf173PLSEGvLdU3vb4gBy4JHu3MXcKlSgH5Olfec9WB9xE9rsHM6mjXmoR1dMtekjy8zzjkbLzTMWz9irDLtLmDXrGUqaOO/0mafs8XUV0PzPle0uBqLzDvjAeGmHy+1adJIWdYp5HiDmy6JtT0iLzTTkJQLuRYgyqxqpdTimWiXrQwPBLHxwCw5vIhqDw+7TrVy7wvX//G3nkgSuAZLwmr6zMC29AnZanMZ5PpEe5vRdof+UHOJOmmDws5SqBWowF67XjxdC2CxKRyWT1ReqbBrAmEZoZtAvZ1xyDyGWHVgfZJDO1tsKNJ1jr8aMxznt1Kur8YpZZkAyUFEEzVBGys2RxNpGhTiooZJYcYMaoCyafnY1gMEWo1WqnTsbJQwgcHR1xfHLMeHWN52/d4e7eLotG2lIjCgkZi3V54YyY6TnfSuUx5DV0z0RM3TETSyDIliEbYwzOenWenZx2R7BLwHe6MCgHgjxPcBriMT3nTIaFTF4KlINVB329VGAox2k6qC5XI/0Koqgi6QeQiWVQSMlkKCw/pndoCv9Z2y3qkXPSSY0s39daLaKworHs7B3zo7/4AfaOpr/j/TLYG8eGoPD7sOtXdFL5LVclq85tjj2IQtoYBc8P0bDvL/KR+mHS07+KffIXGTmDrVSyAtEkMlghcI0nhEjbNoTQMqrGVKORwACamZY+/NSS2oYUA4SASYkYG4wx8vtNQ26FdN7LxHI1kkAxGmGNBIK2bckEqkA/PQfkMtusTgStfiCD511ubkwhZzP2LSS1KfLc0O0MSAnu3r2DcY5oLR/75Kc4mc9pUyjn1GrHDoYXBYX8mhZDZftZty1tqkmPO8a2TD2H0C4FCKv7nkWWXI4xr9WUt9m+OHPvYUg5YPSX5/SdvNPqKPMUS0T3S/ANOaAJJwTEpBWYTovb7ud5O16uHnIlEkPCeh21lmcvUBD5s8vVRD6GJGqpdqmakWASteLJTQGJ/OuWu3sn/Oef+3X2D09+7zfUYK8rG4LC79FuXLnAP/+Hf5nPevCK3OAxiiPOrZcp95aL3HObHDtpi4+ufT73b97m3G/+EJN4grcO671WCXRa/q4iafbchlA+oMl4/KIsF+3lNzFgYoQ8zGY0M0+JFBakEApEI337TohhV+H9Cn40kmPIr2eMdBhptpsMPee5LBndLXzpnEgOJq4SR5utOD79d9O27O/t4scT7h4c8tzNOyzahkQsuv+ZCJaNaRIUoJdN6w4Jh+x+zg5Q5Km7IJH6jtNAjE15nm6vQrf57MUBQM93cd79z0Ic/dK+51PvOaWE977wGfkcZl7jxZVCFyz65LMM5mWJjtgLS9pu7GypAiQn6XXCJRU4tKZUHcIh5NZgzf7zMxoj2/msTKNHPbfSvuwwxpfgYKzjzv1D/vPP/Ar7h8cM9sa1ISj8HiwHhEcfugaIvAE5u9J1mOReeCw1nmfn5/jE2tu5e7Rg60Pv5cL+x3Ek3MjjfKVOx+nQFEXcLsUk6zAV4/e+YlRVksEVUjIRk+xlMFHgqxgbchcNIHBCCsRQE9pGZCNcBz04P8JWY61Yur700v6YCWHzYmcpT3+KN8h7pq2uCu2RuH1vdXJ0RIiRxiSevXuP2/d2JQjSdQsRIlUlwng5ezZGhtys9Yr3C5ls9T33A5b3Va9yQ19btpXlITZrs9TDSweE7vlya6/spc7OXcySl+ecDgryOFGR9b4bosvP3X9sIfB7VUhHPAs5nJ8zQ0VJpTVQbSTy4/VUl9ZZ5VXy8qB8jiWwn+5QUo7EiIyKMVZaX/UcyoDbSN4veb5SWl139o74j//ll9g7GALDG9WGoPAyTQLCN/HYw9eh53ySBgRJvFRmAqgZ80n3GJ+wb+X44JDRb/5nrsw/hZ0f4asKV43FaQLGOEKEJohDNLaDBFJSGMMZRqNRIZ1N0ilbnVC2GExMxFDLnoZe9i6KnwIvhbZRbLtW6W2pVjIkIDd8J/sApRtVls24DLPkiqFrwc17AAgRUlT1BIvNHVRJdiM0dUMAdg4OefLmLWaLhb5OKLi25soiTGddITrFSSpXUjqBomSvSX0fHVcgXy874Vx9SPxqNWOvXgTlZCvOUivADK3I03eVkwSFvAuhm6R+Ka6gg2X6QUEGz4qEd/9+UiXZXFXmATnx07EQ311ASb0Ao+fNWj1XebAtP06DgEJPeZNffs4+3yTXyIiy68HaArnpwDX37u/xH3/ql9k9OHrpm2mw17UNQeFl2PUrF/jf/uE38ehD1wvenM9ICL3MVh35wox40j/GrbXP5uazz7H+wfdx9ugpRqZlMZsyGo2pxquqSGnBWEKCumkU3lAnpCW/4MTg/ahkm6Jnk4lTFWGLIj1hUyyBwaqUQ9JWyEySptiKXLQ61k4EzmKMLLvPzHHUHcBYA65T3EzGlMqgLxyXUpR5ilhLD4zzYB1t22CSYb5ouHlvj7uHBxxOTyRgcaptVMlMceCunPe8tS13+nivm9KsBASHeYnr0JT3XYTm1HlK0G31dU6vI++gKMHutbpyKjetASaEjivJhG9K/eDRh3+Wqwg55/l3egRxDk6Z5zFdw6k+mVYFywFcS70ei5CTgxxAjZwo1VnKHUqJKI1JRYBPK0TA4DDGadBwpSqw1usMjD4vSXZwO8u9nT3+w/t+kd39ITC80WwICr+L3bhyge/9B3+Zt731+hKJDB10kgNCwhCwPO0e4gOjz+Pw9m1G7/9+rqa7VAgZPD85ZGVjCz9aJRlxRCklWYXZtCWwSNa1LKVcVRVVVZWszKQyDYB0x0j3kUlh+aYHvYltL2uWLpgUFQ4xuqFNnaV3rt+kIs/iOn2fvuWs3DlHyDh3iqRWprCbpqGJAes9B3sn3Lt/xP58xlEzLfh6fh6gk7DWoOCcV9XT1Bs2k/csDlUyXKfnJK8H7SAYS9PU5XnFskR0zu77JK8peH9QnqW/FOf0Y/vH3v99+buDqLqKoi/F0YeLlruKNFJo8nAKbkpoUJD3UrJ6VUk1GlBEJVW5HdN7WlWfFT7AEFMj15vthxMJBpK45FkNL9WEQoPdewBrU5kyt85zd+eAf/+ff4b7e4cvumYGe/3ay3H3n7GCeNJ2+pd57OHrXYl9yoFlM84RsMyaEfc+cZeDTz5J+q0f51q6iwtzUhAyOMWWtq7B6qpMejPQRiCYGIIInOVvG1N2KHQ4NnqT5yxU7nC5p21pGZX8WP60MfRgBsl+nR/LRLR1GCs7HpKBNkbZxCYHQMrcQP+99/YFgIQgl+WejVQV9aIlhkRctNy/s8fO7j7T0DBt69I2m5JIQi/NDvSeN/Qqmr4TkuVBqtWkgTWaRCTp9rnus5KOo1D2HCSFqkJo9bmMvqW2EPIpdkGozy/033P/8+gHhPyeskUlzk9DSPJ1t3Zz6brKEBO9DzFjNPrN1Icte5WjnkAJECV4aCLTX86U/9bzSHKkZIEKjJc1sdZinMX6Sqo+7WIr6rTW4JzBeYf3Hu8rvB9x7dplvvar38H5c5sM9uayz8hK4caVC3zv//SXedvD14lt6oZ3SpYtlk9NxLGfzrDz4Tss/ttv82xVs3bW4VIrxKtzpNAwOz4CV7F2/jLJuOL8Uko0dUNT1xjQDiFbZhmSPodzDp+X7ECXlcdIImDFS6iTaEvGbBSTNn0oQj9VGaBTmCilblUo3aKaPtlcst2MWZv8PDq7YCG0LYv5gtg2HOztcn/3PvO6IVQjDheBWb0oHVs5GzfGUFUi553F7V46S7d0C3WitmYmjO2gJ4zBITxDnjDuoKm860Gnsfv7LpSMdmUAL1dCrkBG+Rzk7qjcQZTPQb/66Y73xbxCrnhOY/8v9Te5mkgd5KMvWAjnJYXVlFRSJGfxTl8rllZSaSUWSCjvaJDGANMFI+eEc9JF3MaICCHWCmdkDZbuPBhrMNZjnFQUOMftuzt83w+8j/v391/yXhvs9WVDpfASduPKBf75//QtfPZnPUhMRnu9oZtJ6E6atRacY99s8iH32fzc7io74zlnziRs7EjfPOhjTUVshPA1ms2hjibG0LUYZm+RUnkdBRjkW8kWmCml3nIUk7V5HMZUFAE6MoxAwaKzBhEmOy4rmLHTeQbvKUJ1zpWA4pwX8td1cwj5/GASdb2grmvm8ynPP/M0+7v3gIAfe47mNSf1XKQrem2nzlmFd0zP/6WlP/m85CAi2XfWQOpl23ouAolgIBiDiHsbhL+J5bmKzEYMmvFW6lj7AnndMFv3urF7vdQt7lkOBj1+I+Xhv7gUNPp5VB8e6r9OaWEt9K/Kluvn1z2F9g0ZUziewp0guymk6qMkGxmiLMN1KXc3WYz34JzOzuTHOhIyu2K807mXCusdpqowvsJWFcY78HKNXLt2ma//2ndx/vzWy7n9BnsD2GdUULhx5QLf+/e/hUcfukHbtAiJ291suS2wVAi24l7a5sOz69xxl+HiRdqNCpD5hRxOZIuW3CgYCI1UBFnuIemNnIhli1qfzJRsOWeWvdQ9UoIK2LykUR2cw/sxGC+/qz09soGrLQEn6ha3DnTOcwEZNkGrAlvIUAkSAjkZhbVSjLRNQ2wDh3s73HzmKUgNvrK0Bu6ezDmua9r4YvmL3GGUs/X+cvllR5x777MTha4S0sG72IFyefWntdJiGYkkC20SeCyEVieeHflSzxPKOdiGFMq/c9urxBc5Z1G1Rdq2LQEL+kGhC9pdpZEDT/e90xVRfg5x1rG0nEYgGIh5GO4Uv5EtGWkpTjZvrEiqbrvMgST9zLFO9kA7j6kEJirJANqZZi3WO+GXnMVUToNAhdHBSOO9yJnnyXVruHrtIt/w9e8eAsObxD5jgkIOCI89fH257S8n7MlgFYsnJYId8xxv4SP+89lbvUF8+oOce+pnqVIt8wMpyM3hHd67grUbY2ibmhBjQS0MMnEsrxdKJtrd5l0HS4xd9xPWgHVKrhp1jNkhUd6H9wpDFXA6QyX9TFxJzRd1q3TH7bwTpwCCMztX5gjqekHT1Bzu3ePw/m3WVhzGJA5nCw4XkXkLIYmDC7HD3PsDarkLaGmN5CkcP58HMbN8PvQ85SU0otUT0NUCHSFrDcEATlcIpUQILSE0ZYYhEGgJJJsIJtIQaAhE0wWDSKRJgSZpRVgOsDt2+Vxy55PTc2tLNXK6CurzFLlKyMPsMXVyIRQ4T5ocOn5aKiJ5fNQ1oaiQXtdNpYcpiYSxGOexvhKHbyXoO1vhXCUKsdZC5TCVlypBE4+8I8LkoUirlYqua82vdfnyBb7u64aK4c1gnxGcwo0r23zv3/9mnUPolfJWssIUciePQCStqXi+epQPpEe4ffsW6QM/zYWdD7Ll5jiiOAFfYaqROk3ZTzA7OaGez8E7Vje3heRVCyFQL2a09QJjDN7LgJBMPufHCb6dZaPJcHaKssyMiElB1jFmDFxv3hAaQtuiyTXyl3IEGbOxXXtqPg/Qw8BJJQjIc7a0TcNiPiPGyM7t50jNgpWVEUfHR0ybwEmouHMyo40ZEVNZkBjx3mlHlbxe4SVy5hu7S6/fmdNf8pOvO9lFnco8QeYPovIOtpwLWyqPjOs721vQY52SwhTH278mUpLdDUUORCuVvPIUk/DGd2S5OvTT5/X0Xof8/DHm5UBaySUhz613S5VKQhVi8/lJeZuazhzQCfnJecrnS7vIlGg21pXPvdOn8hIUnCUpf1OSAGuKw89SItYqIZ2H4Iwtn6UCr4XfuXnzLv/39/3YwDG8Tm1oSaULCG97640ejtx1+kQTMXkFVkpgLLvVJX4pfB53bt/D/vz/l8vtHVYqDymo03SKr3qMlQoghIZmvqCezUjWMd7YpKomxcHFKHpHAsHUeF+RB8pcNSKVNkpTAoN1lmRSt4c3yc4EIZxDKQikm6aVWQG6CVRAF+zoyTgFRfRF2Mofa/GVxxrDyfERi8WcGALPP/VRFvMZm5sbjMcVdd1yZ9pw+7imDrFk5JBw8lL4rAJLBwfJ+YgCrQDOOk5XC/mcdb+Th6yk+0Ye1r2xEuRNXHov0FOKPeWYofteJtZBAk+3Eg1t3dSf9SMudKqt+XPrZfOZlH4p+Ei6g6S1NJrSE9B9Rj0p68w3YRROVLWPTq02V4UKjfUCARiFiExZwKMTIpLlO1lbapzVQTXZ550DgDXdfuzcotq12HZWRPu0Y+rWrXv8u//7Pw2B4XVon/FEs0BG39xrO80OJmkMSLr8XHFuY6n9Kh87WOXg/n3Wf/MHuDB9irFpsDSKozrwHqwQd9Eo1m8cSWUljLG0i8USmagvrvsBLG2j7ZOA845q5Ho3XLenV7WM5Xe17E9Wb/yMSWcYQp1NtuLDMkwEkAlo1Ln2f2bkBg9tw2x6zGK+YHZyxMd/+9c4PtzHknBWyOj9OnHnpKHReBVaaQklJuU7/BJ8srxgZnlGQziL3D21vBp0+fGp4PVZIbXsKX6pIFHevukFhG6iWKoJPe8mB8kOvxE3J6RviI2s6uxtsBPUUfZFdFCNIVpExiRzA9BxSfq4NkVaichyPK4Tocvnq0vENMCZVOCvGDoyPLebJZuHCfU8Zueu3W4y0Z7VeztYyHkvAXzkBQ6tKpzVbrjKLzUldJVJ/zrL512+f+XKNl/3dQPH8Ea1N21QuH5lm+/9B99StIxSJvLUEccexALadhrX2ec8h09/gskv/WvO3P8AE28Fa9cbyFYjrPNgLBFpGRQs2ckUaFVJ6R4jsZXhsex0cqulrHSMBNUsapqatm2IUYa4yM406VR13sFYsmDtGklKJBeCGrKmqdHfJ/W0jjK0k7mHkomjm70ENDk5OiS0gdnxHree/hhnzkxw3nNwfMK8bjmeLrh7OGNWt73ZAHm+/OzQF6MzRSMoB6UMk8SeSFuW+c7Txd0MQW4AMBpkM4MgpybGoM/fdfNk55m7gvokce7lNwgkJIKtGoSgHGc+9lxpkCurwtfE7vdSLHMgKSG7IlISjoVEREnkpLpXveMMIaiTT0XKI1+bKcTeZ5e664dEUpLcOA9uhMqcajDw2oXkpWHAWYy3GC8dd8YLd+Arr9e2/K71vkCSznvlKnqVpP5psy5Tvrf0/kp6vV+/dpmvHwLDG9LelPDR9SvbfO8//GYeffBah5zYPPmpQ0EqAR1TIhrDidviIG7ywoc+yNFTv4mrT6CZgklU1ZjReA18BdaTjCMvK8uyzDFF2qYVYTrF1J2r8KMxxvd09dtAs6hp2rk4kwjVaCzBpsg+WLwbI0SCBATrdDNYAoFfWpWbyDo4QSevRcoaxbXRgIQ6riz/7JyTNaI5k9eb/eToiEQghpbp/m28g6ZteObmDtNp4NLlbXamNbeO5iVDBgTaslYGnazISedLK5PMLx4Gk2Mida21HVzUnw625fEhqMSHcgcdLJQylF6eP//dh4us7VcL+fnld6IKxOXveVdJUDaGPGHtrEydh9giHJAvEFz/veXXW7ZOs+hFMw1aNeSg4LzMHuRGhZSy3EiudFWqpNcMgEKPGKkYMueEzqNkktgYW6TWjc0QExjXrSUVKK0vwZEK2Z7JbdCBSq3oLAqL6fWQUuTmzTt83/e/d4CSXif2GQkfXb+yzT//h9/Kow/dwKCZdp7mVYouaSeOuFxD7TcJfos7H/xNjj/5G0xUX9+4Ed6NMX5CchIMkvUkPMICa/cSinArrGNdpeSxIYaW2Iriaj8LJBl1ODqQtNQLb1RAThQ0KbCD9uMj1UIH+3RifcXhGBXKM/nolrNvYwzeyEYzQqBtag52dzFEjg52Odq7R9PKIhzBih3BVezPIreP55oFp8J1iEOSoJuBG2dl5gHN8Pv4egctieQz5GIoH3+/7z9qNdAtODo9T5LlnkmOFLtuHXlendPAEEKulvRjSMuBShYZJVLS3dtFFE+PJwVCbAoHkWXAl6bR83Ol0x1IL3698pknJau1w6c7vqTQlqqpRp1TsU6HyLQ6cNK0YLSiNcaQHODEuTsrVYOvRvixCjY6qy2mIoXufYV1XmdVBM4KSoTnRuAcDvKxR6U68mMz8Zzf75Url/i6YY7hDWVvqkpBKoS/wmMP3yCZSLuo5QJ3fjlCaoYeE7SjdY7CKh/6+Z+D/Xs41RbKA0TeV9LbbR24Cm0B6ZGbGmySSmyXXb1SjRATrvJFNTXGSGga2mah2aY4NV+NZAez6gFZq1LagGIW0iFCnl5G5hFCJMVGdghEIW7l/ak+Ul5i09PeN0aexWgH06KeczKdAoH7d25RL2bUQUjxsxtrjEYjnr13yM60Zhahjh1UkHRSejSS43XZsdMtoU9p2eH3J4ZtIVVNqVYyjiPvsfvc+o0Cp4nb/PPONLN3uVVUnbNJxTFbY7tMHCHGU8zzIrlSMchLBWIKverFYI3vVRlZorrbAy0dYo4XL7UxLHMGvfvLGu3koSd5bbHGE2IAY2UCWSunPIxI5hCMLhNyep2aJGtfrcc4I+2mxqq4nSuvYa3rAgxde+xy4Or4lP5n0p3y7utSoWtCc+vWHb7v+36M+7sHDPba2ctx96elI9+wJgHhWzsOIYD1FVkHv080xwQRS/ATpmGFD/7MT5H2d7AxkrTUluU0BuM9CUtKljwdZIqDIcPMpZ8+4736YiI5o1BVSInQtpDAuUoIzKDZbwyk0JLwJJsxa3mB0x1DWU1U7uwEMWPf8nsmqcCZsTrrsEwOxijByzpLPZ3TxpYQWj711EdpmwbnPSd1TVMnJpOIGTnm0TCL0IRu7iGrs1rFo41WC3lCV6bEO4I3t7pmh51x+vx8bVQJkHzhJnkPKUZp2cwZdW+5fT8j7w+mUXYrWCCA7kVIPdI/ZqjNgsETgzhHGXjLAoOJ3BssMc7QlXzd4FoZzkupG1okS3Us4/EgFWxfQqMkGfnwXNdIQJQuNOv9kqPOKrxGZbyFSO7xABZwmmT4brbAOqlGciDIEFHmR0QT6yVusv9eQOj9Tg6q+VvWwJUrF/nar30X3//97+X+7v5LPPlgrxd7U8BHEhD+Ko89fGMJq11ud9SAgCEkQ21HzFnhY7/8s8Sd25i21Uw/aLbqwI9IRuCilCCpyFsbIkFJUYGIYpnSBTJSU6Y+Zf2mON7OXUpG51yXicUkSqopBkSDSTpM8rRt6Z03iDMw2i7o9DhSIsRASEEyTu90AKl/M2uWag0He3vUbc3x8RHPPPkxnE2cO7vF5pkzGOs5DpFgPYeLhvuzWjqN9FhTStgkm7ryDEAevsvnX7L9ZdXQPm6fSeNy2pKsDs2kMQhRi80dVvn09iUy6H3dkejGyPdkqjmTwnk/gEpEJ1UJTVbhqkTT1PIKRQMrcxIGkiclD0mnyFMChXRyAI8p0Lah0xsyfcK8k8wo/wZCTIVTiBFC0rUVxhF1kj0aeo1RtiOHdabFWA85IFgD3vSIZAvO4LzF+W4oMWlLarIZtrJLwet0Bdad714Q6322hh5slwMEuYAwXLkqgWGAkl7f9oaHj3JAEPnr7iIWLbFYHFUiYk0lEghuwuG04cnf/ADT289jYneBZ70X3EhUJJNZhjCWsqru5om678AkKfvzDEA+ni6bVSevGHKMLSHm+QKrcMBIdy3nJTRWF6TIc3adQiK1EWNNamvauu6mn41MKEP+7EyBB1JoOdi9jx+NWMwPqWcnjEeSfYNjNjvh6Ts73DyouXZhk93jGYezoLudU+E48hyCwBi5OnE5RyYzpc7ZpfMVT0FCtsAkeXfyMlF7ephNsP/Y7SLoVYHlcjZCdkP+PMRp2b6jU+joxdd2JrrzjII4w/xZSCXRnWd5yYTzKOGeJbs7wnzJgfZnD/rvqZeeG50PSPQ4ESNMem4gME73RBiLQXgAU0mAy40JtpL2aeckIBjvFZ1Tbq0HxZXWUk65hJS/Z3rnWK+DXlEMKM/U/92uYkj6962bd/n+HxgG3F4Le9MPr12/ss33/INv421vfYCcmnSZWM4co8IAsuwmOM/dWzs89Ru/RaxrjGrblJvcSYVgrEe0a/IQEorLd3AFsOTou+8rHazEYd6p3BdLc0UED0JYqJy23OhuNMb4SmUIXHEK8sYQuMNIsBJXHkihJtYL8h1pUioZoUzXKhkYWvbu3Wb9zCZHR3s0syOsMTShoW0bVkZjmtDwiVu7vHDYsrE65nhWl0AQDcQ24J1MK1tV1DRK5BprFOaJ5XBjWlY4bVUCxDlXdi+nlGhCi1vC3PMn3QWJElSNbmfrfQamqN32rtfUISGpl7XHEDUYyeuI088VTxcsJLgXelWqT3WIma/pprGlQpFgIjstpJu451A1OC+9l950sJxP270P3ZZn9Pt5mCxvyjOmIk8xG5fbp6WCKPCQNSKF4rsJ5pfO9Lvznaux8v2knUVm+drvf0Ip9QJKfgOn3EtOlm7dussP/MB72R0Cw6tqb2pO4fqVbb77738bjz50I+vGEduwXPIaxBMYS5sidd3wqY9/jFtPPY03gl0bvQHEDNF6hRRMUaNUD0/O/PrL2fuZYIEHcoeJARu7QakYY3GMxhidgzJY54mxlXZRa0ghYJ0I78WIVj0vUc4j/e8Gi7EVzgViFsPToJGlMoy1TE9OONq/z8aZM9y78wKz2THeO9BhqBhbLNKu2ARDDIHjWb0M16AOtAdLxZSwEcgyFLmaMBIgsuPLyqnSymqwIWEdNHVgVjecnMyYVIazG+t47ZdPKUmbq8sy2B1EEYml9bW0TpquMsvnqt9xlUClyBMhy3KbLOUta0Ozw88VlrxH2R2dM/dkok4Vy65jSEowW4QP7lRhYwoaeLRyQEO306TBdIQ8vWrHaodZ3oWdL2e0y81YnU3QoCzaVUIy52l5o4NqOKlyC7luylH07pf8frtEKX/mEvC6c5ubCfrXYkrdr2sZBgnlbnqvg3AMX/M17+QHf3AIDK83e0NWCiUgvPU6SbOrFFLR0k8KsbSh5uDeffbv3ycaw3R/yv7dHbnBMgSTsqaNwfiKlEv2pItpYtLdJ6bcQ60OpfW7aOTfGix0CC0lISCd88JV5Iw337SZR0ytAK9KOmMNfjzR2QXNFI1brhaMFvRGntWRCPUcYpDX12rFWUc1mXCwt0/dzPEjx86tFyC1xNhqpRIxRpyk9R7nKz743A4Hs+Y0kABJtsQ57zsoBnpzCIKPWw1KUc9XiJF509K2AestY1cRDdSLhtlCjvfhqxe5tLWGSZHj2YLZvGbR1HjlRvI5d64Hq5mcYXdihsVBpX6GvvxO+llyqXBURjulhLOONrTlnBdJDOPk88zaUz34qWyO67Xf5nLnRZm5Yvx6SkuDgjVdMiKck++SiFwteId14zKtbJWcd+NKgoVRqMtX4KR7yuZZBL1+Cj+TuuVALAWlVK7X0+eu/14yhJRJ6vLI1Ltloj5Dz9XkYHP71l1+8Afex+5APr8q9qaEj3JAeOTha5LdGVl1WblKj1GWyMymUz714Q9y+8knMS2Y8RjsCNCuDisaP4IwJYGLtLsjhBYTdZ2mZvm5rTWTl0llFjKsUjTu9ecK/uuNIDeYCIxJG6D1siu5beYyAJTlpLWdFeepJiuqSGnx2mfembYM5pZCgNCSQq1tqi1KcHByfCzZqkvs3Hqe2NZUlSfGyHg8IiU4mc44XiyYTMbsz1qevnuoChum9KaTBPbyviq99Lbn+EKW20AC33ReczSbs3M4ZdHIRLOzlspbJpWX/vaY+KyHHuSPPPIA4fiA2ckJTdMw0w1209mCRVNjDKrmaYoEg1OOJHczpZSF6ToOIaYk1QTdhLHtVWk5G3YFtonaGeR7MJVm6wVOcR3ERfalcg6yvIcEhAyh5KYDOabkxDvnJgA5BoXbbCbDtb3US3KSZwgwVjuKnHYSda2kwkdlPaOuSrBWq0kD5N0LeuQvuv17EJAEvHIJy7k2y7+z1FxhUMHC/vPp/ZFe2iGllLh18y4/+INDYHg17E0XFK5f2ea7/8G38NjDD0oWbgxtK1l5VQm63tQ1Nz/1NM9+6KO00yN13IaAEeLYGJwbYUcTfDWBDBPYbkpZ5K21YwWLdSOMBos8sJVSKruSwQp0EqBUKkbUy8QJqTMwMtBlMuadIiZGDDIoJaqY8nvGe5XUqArpKL+7TE5GYuegU9KgVJOamhBlM5r1DucNt599itXJiNFI3nNdy5Cec5796ZzDWU0wlmfuHbNoI9b0+BLE4VbeK3+ggVB/FmKkDi1109C0iUUbubt3zLwJCsWBd1aCgnOFfP78z/0cvvBzHmHvhReoFwtm0ylHxweEFFlfW6ENkemiYTqdlgl0l/kMY/He4vOwllYG+e/Sjkzstl3r4pqyGQ3posrnM3/GzlcKI2V5EotTSWwwJYPP2W9eiOSso/K5u0l+FlLCZRkJa0tbaW4gMAq1SEEqzQbZoTtfYbDYqhJlXiuBoqzL9LorQrkjo0KK3WIl02X8KSEb7Oidr9wLt8yVodV2/vpF9ULKkFFa8g1J748ek9M9vkBNvZ/qa96+fU8CwwAlvaL2pgoKOSA8+tB1DQiu6Ok4ZyUTjokP/fzPsHfzDnkFTog1ITS0dSQgm8isdZhqxGiyjq9WcdbLJi8VdIsI6angKya3H+Z7JKuW5m6gHoySFL7IN4aoHWdJhVSyRWMNxKhYqxCA1loqK2SkdRX4CqsS24VkPBUYkF9XGM3gkhzfbLrP8d4uK2srTI8PaJoFpq2xNhFjzWy6oA2RajTCV2N2jqfcO1lwNA8czhqscaQUENXQ1OnhOC/6Sj14oG4D9w6PmC0apvOWeR1oQ1KCGYXQdN+vsYwqGXR78MZ1nviS/4G9m88zPTnGj8bMZjNm0yNCvaCNLXVTk5Lh8PiEeV1TjUYYI1Wec46V8QivpGqM2vVUICFHiG3ZOJa09VN4BCt7pPOyIyWcm0Z2LojMxHJ3TgyRJgRG1ViCo0psJwRGNNbivccaqHxFTMp5QFfFGIP3lUJHSZOULGCn2kMaoLwf6XS8bDuTafk8a5CDh4jdYfsb7oS4zhLs+ZqUscdA2Weh3EGBfnpdYSRToNl+RXG6g64TvMi/13P5pYyS76cs7qiPW3I9xnDzhbv8+x9871AxvIL2piGaBTL6Zh576DoFI05Bb1hIqcVgODrc5+ZTnyS0idFohfFkQkpWNk3RQiNDQ7IkZ0EbAm01w1crQn7GvHtNMvAUQlc20+H5QkSrJk5E1nJ6B9F0WZcJ2CQkrlEYSkoJhZX0xi1Ud5tkUC5P3wZVZU0iM01pt82bxHr6QAUfNgRgMV8wnc1ZXV/j9jOfxLDAu5HAVa1uUEvQtIlkAsZFFhF2TxrmdcaY5ThDaDEm4rXLJSWRezZIp9fJbMHt/RN2jxciod1TezBGdhl438Ekxor8xupkjT/zJ/44d164SWhaNs5dkq4kN2J1bY2jvfss6jnVeMz0ZErQ47U28x9BdjVYQxUd1sReBaPzEMr5qE+SCfIkFR+a9UdkNiIB00VD5Sxj7zk4OCbGyMqoog4COSUSJ/OG1UnF2I1kD4KRbqoQImuTESuTCWvjFUKEpmnBQgyB8XhSKq22DQo5ytWSDFR5ZiAl5Q5kkh6vchZFlkIJbOcg70pQfsW5rkOpS1QUviwwnyH15l/yNd2HwCQgxN5EfWdLarcGTMpdX8tVQ4GcQAcYlxPL/uslDCTLlSuX+Ytf827+/Q/+6BAYXkN73QeFa5fO891//69IhWAyviMEmXVZpVSw4GZ6wuxkynhlDT8ZixaLiQV/Ho0MTdOyWMxJbaCNCZtamrYuKGpKtpf7pKKgmTBFmwa9kS06RZyARoXr0As+JrDSehljl50ptiSO3mQoRgfAshMzBozwAiY62ZylPxPCNU81n7rRkji42WzKZDzi/jMfY2SDBCWgqRfEoJPF1jJvFngMxgdu78+Y1TI0tlQZJdMtX+m9ToiRo5Mpt/em7B7XfYWDYtaa8qff/RNT4ou/8O3Mjg/ZPzhk/cwms7plPKpY3zxHu5iRSFwYW24+/zyzRc1oNGZn/4QYE5OxQCptGwhxxtxZJqOJZruxSD+XYUQrGfJiUbNoGhZty7xuMVgWbWReN2AMbUyMnAcEssqfp1QaRiuLhMtZNnKtuCRzGt7L+1sbjzVgyDU1qjyr4zGT8ZizZzaYjEYip4LFei9O2UTGptJzJQqmyapUu5UVmdY74VO8rtW0mafS8+zcElHd76rLjQlLzj//NENJGQ4rrULdr/c/e/o/NqVg7r2W/jSXSEjThZwOk8umIothMAR9gktXtvnqr3k3PzQEhtfMXtdB4fqVbf7RX3sPD1xak7Y2oWula8ZIy2SH6UAbWiZnNjl36SrNvCbFllCjLYgBQ2Q0dni/Ql23OnmaIDXkOtckWV4O3Z4CkbRGJkCNDjRZKxwFfew1CkehGCy6pzfzDia3f2jWL6oUlmRdkUaIKclOrYA4peCEYMSWwbSuJ94svX9rDAdHJ1SjEXee+i1iM6VpapyzOmjmGY09IUTJvCPMm8hes2Bv2hAyQpZJz2SpKhFMy2atJYbI4cmM53eOOZy1/aaS3uPyBK2udrQSmNs28JYHrvHYI5/FB37tN4jJEI5O2FjfYGVtAsbRxsjZq9c52bvNzu4eTR1YWVvn8qVL3Ll7h9HIF8ccgqjT1nVgVHkgUaXIyIt6aRulCjuaL0T2e14zq1tikHZe+XwhN/cmL5BISAK3yMdgCBFtPZXvSVYgMhkhJWKAVoPGdNFiSLLBTQODcyeMRyPu7O2zsbLCeFQxGo85t7nJhIqxn9CGiI3gRp4UI5UXaKjjCZTwtroQx9pCVpcBwOLgKRVBKQDIHFinHJttKVAUp580Seg4idMcAnSqqS+CmE2mI0wXV3rEM1p95TkWCTiRS5fO81Vf/QQ/9EPvY28IDK+6vW6DwvWrl/ief/S3+Kzr5zjZv017vM/6mbO0bS29/D0dfrlZYDabsXX5GqEJVKMRKVUynRxbmvmMGBvRrbeG0UqFWTiaJme5RiHQoGRzh9s7JThzf3vpOjFCtkp5rDdGDN2NCQXjFkdry6vI/wXGkNsvQu46SYKHW4x0EUXJWmNyXY87EUO/apBuqHox4/j+DtOj+wLdVBVVNRL4wjkq7zmZzmiampMmcBQSh/M5AQPkJfaiOWSdVDGCzyumHCN1iOwczTmahZcMCKBBQbkEkPPkq4rKe774i7+AWzdfYP/oCGNHrNmKND3BTyasrqywefky0USeee42UOHGnhBhfXWNXTdiVgdWrJXAECFFQxNCkblu2pYwGtE2gWndMG8C+9MFi7qPgMs11A0eigNdpLYMwSWbmwWCtqK6fMkxGlVgJBGR5CJ2MInthuRWViY0TUMbEtNZzXxu2d2fYi2MxxW3du6zubHGymTMqKrY2FhjdW2NjY0NudYybKScA7m7yLx4ErsjjrWCLXdI1ERE0vq+Ym2fXC4QkxSq3SBoOWWS5Z+ikOnIg+44jHkJeCqVQ+gdL3pv5Agin8ulSxf5yq96nB/+Dz8+BIZX2V6XQeH61Ut87z/+Ozzy1gcgJdbPwvRwl/3dO6ytbRJ1IivvETbG0DQN9awmT4yCLqJPjhAsbpxIi0QMDaFuBIv1Ho/sRw4qUyG96HoPpVigHpuiiqupvk6eSUCUMCkZVO9CzzBuzrSy3Ibtb7HK29VcWe8oekgJUgvJQ2hV9VLbHRWKiiZi6XrrpyfHjDzc33lOApixjEcT1tbP0La1qGy2qK6fYx4Me7OGkG/0Dp1T55BF4+QwE4k2JHaOTrh/OC+S16fNIFxCnrqW3QeBlDxve+xRzm6d5/0f+ihtEPw+Gct4bYNqssr62S2qUcULzz7NZG2TxTywmJ0AicV8xsrqmKOjKbNFwHt0G53ss5grN2AaOJ43zGYNdYjMQ6JpI0ExijxUJlVCn0SVx+TPUf6OSpbnQGcL2UtMOGMIp7B3+ZTledtG1GsrZ0rnWiafF4uGxaLm8PCEBFSVY2N9nXPnNrl86SJXLk9ECwoRaDRGqti8kEc+9zxEqGKAJg+WybmRYTxDHtLruKmeS3+JJpJuNmdZzyq3/pbf1QStBIp8LrOeU8rBRi+wEkC0mtFrL6Z8z5nymMuXtvnKr3wHP/zDPzEEhlfRXndB4frVS3zPP/7bEhDQy8hPWDtzHnO0y8nhLqsbZ/F+pNu0ZAnM4f19pgdzCEl3z4quPDFgUhC56iiZn6tG3YWtV3Muw/P2szLulBByF0vltK1VsWT5WcKYvIhFnlCqg87RQMbU87vMW7QszvhM+0GMWC83WHcj6daHGDC+R0vYXqao91nbBFKzoFlMCU2Nrzx1UxOPdoUTMI4FhrpNzENiZ1bTBoMxGvyAaDL1rXuUjZGhNusIMbF3MuPW/WPa8NIBAShYN/o+THn/hrc99kf44Ac+St3AytoG49UJ4/GYRoX8jLPMZnMmK6scYlnf3OTc9gWaxYzQtqxvrnPnzg57+0fy2RNwXkXjWp1YNtCGwKKNNCESYnZsy9BJOuUgk36oOWHuMmi5BvJEskmSRFhjqJxj5K2IEKqGXshrQoFF3Wig70lZ27zDWaCXEHMAiUxP9tjdO2T/YMr93UPWN9bY3NpiZW2NEIO0ygIrkzFn1lZEI8s7ok7u52Dm0GMqx09pTMj/Pm2Fz+p9jkLL6YCaJgjdtclSdi/3jf7MoGq9/UwDDVp6n6TMc2Ttpa7ayTfL5SuXNDD8OHuD7ParYq+roJADwqNvfbCXyWg57EasbW5j3R7T40PGK6uMxisYoF003L+5o5mgxxpHNapom5p6NiM1C2n39L4nUSEdI1F3CjvndTWi9KrnjWApw1O6m9e7qkgrd7hsl0nlqV6xXmaVZOK63AZWh6JiWyQdMKp6ABhETTT3oZtkZFpZyWl5dh3eMhKEQog0iymj0ZjjxQwXdbeCYuR1G9k9mpPsiLuzlkWTdL6uk7HILZgKGpFnFNq25f7xjDu7U+Z1VhB9scncg3AJmegM6myuXrvB8WzGweERo/Eao7V1bOXw4xGjyYTJZEJdL4htYDGfc/HaVWIM3Hr+GZr5jN3dXdq25fLVC8zrhhACi3qhUwjShZVUHtobgw+yB9kk6RLqrbeRTy2lcryhTeV4+/sPshXuIQVMtEQTdfYg4q3DW0ebpFvNe1nPGoLs5JDVrF0ikJzFpk7/qQ8FxRhZNC0v3L7Lzdt3cdYymYyxzjBZmajURuDihQtcvrzNpcvb+MpTjcY4PxaIsKoUGpPrzlgK9BVCWOKI+u+v//VSA4NeY50kTCqS6Clf/8Z0M3H958vQUXmyU/VCsiX5yEHZkgcm5cGXLl/gK7/ycX7kh39iIJ9fBXvdBIXrVy/xXf/z3+TRtz4I5JI249tZd9MzWT+H92OO9u8R2prRZJWdW/c5OTiRSVQv2vHz2YJ6MaVSHXrRFup2/IrjlyRGHHm34zfjPnkutiPsFHbIjasvKrsTxvQv+S5DQ2EfeQ6Ls2BtwlZ2qTMjY/nyzzwFCxiRWJAvk/AgNpGMHFskEVNDaGaMJ6scHx7TtIm6bfHGMZvVHExb/Oo6905q7h7OcrjV4xTn6azDmaykKTV9SJF7B8fc3p3SvlSb0SnLTs4ZTzKJ0DZ457h2/Tqf+MRHuXf7DmfPnsOvrDBZXaUarUCC49mcycqIauS5ev0GoWk4OtqjGlUc7s85PJ5SOUvl4cEHL/P0p25SB6ninDGMRl67hCRoT8YjvE/M65q28A4R713hAJz3+iG1EniB0chpwpA/1VSqHf2YpAMriLy5JWfVSprqpjlrjFYFCvctCSMafQ4ZbKsqz3gscwf14REeQxsSddPShoCxcDKdF0mW3Z09nn/+BVZWx5w7d5bti5dYWV1hZXWNjTMbeOel8WI8YbIyIsNg8lmbwn2c/szKldwPEiXNX/7sO+gnt7zqPZH6fU9ZXK8UEORxOZIt98bpai2/T7n+DZevXOQvfOXj/PB/eB97e0PF8Era6yIoLAUEbY2Tiy0UQbVCcFlHtbLOlvcc7tzi/v097r9wn5TAj8dUExluck3LeGWV2MyoT/ZZzGfUTSNYZ0xasmsWSxK5BzLhKGJkySVQTBZ0OU3SwTWrmX/vRsm7AuTe6u8otriUibSENbHrK8cQaTGMZB8OSWQ3nFVIKZGsksqpVXJZioOkannZEWIiIc4ZT2TdYhsjbYwc7p0QTcV4fZPnDmSmIJabUCEGELhNb2JrpFNoWtfsHy+4fzj7XQNCdizWOYE5jKGtRWF1ZbLCuXNbPPWJjzNZGbNx5gwxBo6ODpjP56yvrzEer7G/f8DZrS3F4gP1oqYarzBbBBYhMF0suHNvlyuXzmMrSxMiqY1YI9PUzrvCyzjnGY8N3lnmbQuLiDWOcTWWoTYE/gmxpfJeuouMYW11hXpRy6xB25BSkp+HVrgChaK6+RFTxP5CkOsKo1BJMpjKaQeYBJumqbHWsli0BWoKMSo/ZvHWqopuS5s0IUromlDxrjEkdncPsXuGe3cP+OQnn2U8GrFxZp3NzU3GkxHnz59j++JFZlPHxpkz+KrS+yt1nEgecIsdH7E8b9ALDrnyMMtVZKcSizp4ekRzj5heCjR6KDlolBJCyYUsEaNJVsoVw1c/zg//h4FjeCXtNQ8KhUN4+AFy54tJSRQdkxKx5b9QMNPRhM3tq7TNTYy7TzVZo41wdDLHVZ5xNcKPJ6RmzHx2wsnJkeg+W1FAjUkmVEOM1E1DjEL0CaGY5aYTIWTSl6J1hN5E0ZzCYPsS11CyHJlnAOOSVgOmrE7OImeGCMkpH4HcXNZgCJrBRglQ3R2GzksTY2I6PeHw/h1MPWe0OsaPPM1iQTKG1c0znLSe5/dP2D2a6y5dOav5BjZWV30aafVtm5aj+Zxb+1NmixfNrfbfYmnJ7QIitBpsk77G1tktQisLbxaLmjY0nJwcUy8azmxt0rYNR0cHrK9WHOzeY2U8omkb5vM5d+7c5flbt1ksGlKC9vY+e4cnHM9EUsMIqypQYhuKWqmxEY/oAa1XE5x11E1UDiXhVQfLW49XIcSVtTWsMayurNI2DYu6Zjye4J1lNp9xdDKljZ0gYoiR1GYBxNRdwwgXE4E2NlSVXE+jyuPdSPcdwKKW5oYYIvMgbajjsaeqHOOxDAxOZwvqpi3nEuUGrJUAGEIgtC2z6YKDgyNuPneL0bhiZWXM9sULXLl2ifMXNtk8u83qygbVyBHagLWGZFNX10ZKYMjvr2+lqyh/8Nmp9x+XeoEl+/fU+92UnXwHF+XgkhOyDNmm3rWeq/dLl7f5C1/5BD/yw0O76itlr2lQuH71Et/9j/5W4RCk2UMz1yQwTZ9LzU4W9IL1I85evcJiMeeXf/a/8ZFn7vPkzTsc1YGNtRXe/thbefsfeoTR6hbO3SPEWiAY69TvtlgMVZWVQqVNUATXulNjoIzoiwJqDhR6kyoklI8rZ04Go73qWVohBwlppzRJ1JMzYY1NRcCt09hXzk2dgdxoqgiriVRIken0mOl0ykrl8M4yWRtjK4cbj7h3VLO/COzNFqcCQsbQre4m0AzQWI7mJ7xw/5h5+3LgovwfOcyYIq1CRrkas9ZxeHTM/sE+1hief/ZZnHNsnj1LU9fMpieMJxVHR4Gt9XWmJ0cYAzv37vPJpz6lMtfS/VO3kcXBjDYswxYpczjqaGKItKnVmQnP2sqElQnMF3OMkUGwRd3qaY5MxiusrqwgulA1MUbOnz/PeDQmhsDKygopRabzBXWdZ1t077bCTdKp1IMPSTo9Hkvr6trqCGMMK5MR47F0Ic3mjcBOKcm8grWMRsIfebcsb9K0DTFlPaasoaQzG20gRYS0jnNuPn+Lnbt3uXjpHA8/8la2traxzrK5tSnVcUhE27U154S9kwTpQaS5AsrVgjVl46BRyd9URiHkHJRLV24OZLWtQkyqCpCMVgol0LD0mhIcUmkdv3j5whAYXkF7zYJCn1Tum8nOViEkivQEqmZKwTYNBmzFhQce4I/96chT936cu4dHHDWRWwfHPHlrh5/7jQ/xxB9/O49cuc58/648N0YyyiwRYUSbP0TFfV1S+WNwViSio42iQmoqQivzDtJHnnf55j/qyEEnTSFXNzmzsibLBQgs5o2hjZClMzJ8IzdoEhkNK7BRlpjoSnRZ9VkvFizqhcAm4wnrm2c4OJlx8/6Uo9ZyMl/QNm0vC9QzaES51Kk+U0yRw+mM2/vTlxcQbK6OVJxPmcUUWloNmhbL6uoqk8ka1ljW1tYYjcaMRyNCDDz55MdZWVnhzJkN2ramWSzw1rK2OiHEwNmzZ1gs6gIhhhCpgyEptJMlvK0GjdxFIx1HKhNSN/jK461lY1Uc/2w+h5QYjyr8qGJ1dRXnPNPpDFJia+ssqysrhLalQUjatcka3ntOZnPtfhNpjxgznySfd0p0y430eg1ROIJR4/BehhG9MdjKSxXTysxD07S6GrTFqZihN57QCrcwGq0wndXUTSBZy8R6nN4XbuRp6iCQU4BWW6JeeO4et27usLW1yWN/+G1Fzt1XtpDQWUhP+4/FenLt8tmm7rrU90rebCcfdvl5udAUboqYwtsUQjpnNqn37xxk9OkFRTXdfQRcvnqRv/BVT/AjP/TegWP4NNtrIojXrxBefECBFGJWkygXmxad2tNPufBiEjnkGGoOdp7jJ3/6Z/m+n/gw94/m5TnPrq3yV9/9p9k0C0KzkAwyyPJ6gTRkpiCaRBsC6ysTxpVXAlEWl4A4I6IssqnrBW0rTtxoZdHfFpZJNWtl8CvPINgSFLqKR9YrOqKWyNZPRAjN2kJ8J+swo1WMXysRyBgZbDo+OeburefYuXeL1ZWK9RXP7fu7TBvAVuwcTzk4nhFT1orK5xO8kyE5WeuYmC1qnt055GjW/q6fY+5UKrsOTCrSydaoLpNmz488+giPffYf5pMf/Rh7e/chwcnJsU5cOzY3z+CciBxubKxCbLly5QqHe/u0sZUFQYdHVJXMarRt4mQ6L2q2o5HHK4QkcwsdOZzXZ45GIyrv1flbTmYzQGYAtrY2AUfdRo6PjpmsrGKQ4b+NtXXmizn3d3flmoyRNrQ0jQTi6XTBYtHIgGPOoo051cXUzUYYEiNvWV0bM3ae2LZgJCiElGjasBRMvBf+aWU8ofKeRKJpW9k3sWhKQMqT49Za2iCO3RiL90ZUhA3Udc14PObKtaucPXeGq9cusXl2i8l4jK18cfxZTylLfiO3nIrqUe5BifqmEMx9iCjDrMXhl6pYoKK+yJ5+oU+ZOhg2CdQU+6JaajFG7t65x38c5hhetr0uBfGuXL7Id/2T71C102UIowzXGM28OgRFK4guIAC9zNuS3Igz52/wxBPv4Pzlq/y7H/klnnz+Pgk4OJnxiWde4M+9/W1Mjw5YzE+wKROGy5nc8XTOdDbn4rktRs5hU0tEROjk5RPOW3zwtEHE7to2EEJDVXm8970DzJmV3CTShppF7uQxed2m5NP6e7EF60vbX4yRtglUfgIpICsYZQ9wbBPtYkbbLnCjimkdeOH+Husrq6yvjbi7d8DJdC6EJ9qvnwlC7wpZHoLklLvHc07mLy8gGGtKRpdsl0EaUtHkyVDO0dEhzaImhpbpyTGz+UyGsBJQJWbHJxhvGVcVG2trHB8d0TQNm1tbgEhGtE0rnUVEVldHZTo7p5M5IHnvqJw4tKYWuM9gMCGCicynM6kMViasrExISZzpZLLKurGMfMXh4RHjkSQHzsLKygo3btxgMa+5f/8eW5vr1IspR1NHvVjgV8fUbWCxaPQEJfr3X+YaMvnahERsBbqJgImBkRc13GmqqVvhGkiJpk6YkSTUOTEaOcfCynNpnVS29Dkvbbl1HQkxYKLDk0hByPHj4zkf+8iTjEaO55/Z4sGHH2R1bZWVjTXW19fYWFvDGFFzzfxaGVTMXUqpe19GBxsFArVlp0Xu38sOPV/P3flYvv9KS/SpajZXKS/FcVy6fJH3fOXj/MehK+nTZq9qUBhVFZ/32Y8wXlsjWSuiceQLRNs+rSnZiMgRU7DzYoaezG/SjMiAq1g7c5E/8UVfyOUL2/zbH/lZfuUDT9OGyK9+/Fm++HMeYbwyoW0XSxd1SFG6SoKhMp5pveBkNseuTXApi6IFRC4g6aIch/OjzsnqTd+2QaZerRG+QNtYnXd460s3VTdMJe8hobpJuRMkNGB92ZhFaAmLE7wdYZwMMFnnmM/npNCwurbCvf371E3LxfPnqesFu/vH3D+c0jZZZE9PV0qytAeryrCRNiSOZjV7R/OXFLc7bcZ2WkzYbuBNPh4hQYlJnUni8OCA+XxKNa7IUgvVqJIVqtq2OakcV65us762SuUds9mMxtaMVyacnJyQYtBpc0tVOV0S5MvmsRy0jTG4ygmyYUVmvS+tEEIgLqS6GI8mMsNRLxiPx1Qjx8ramI0za1IpOMtkZYW6DaytrLNzf5eHHn4YS8P9nXsArE8m1G3g7t37hfhtmiBwWibD6JyfMdJuejRd0LSB0cgy8bKPO7SBsXd4Z3S/R2I6b6jrlmNmjGrHymQsszjG0fpEG1pCGwvx5r1jUo2YukXR+JrNBOwfVR439jQaYO/eO+D+/Q/inOXs9lmuPXiFza0Nzm+dY21tFecqmah2PvtnXbTkRWVWOUCrU9omJqLpJDT6GkunZTWy5W11uetQiGjIemG/U3abK9TLffJ5CAx/YHvV4KNL1x/gz3zJO/jUb72fy5e2ePeXfxlve+QtuBR1ijjqBeckEOhyd+liiCVr6rfM9TOMqChnTAliy2J6zJ27t/lP7/tFfvwXPsS8DrznT/5h/swf/WxmB3vUJ1PquhYMt23KIFsbWmbzBdZZzp5ZlaU0TrLykPI+XilhQpAtXfViQWgDG5tn5HgU/hpVHpd3oFiHtzncJS35TakUcs4nJLUhIusUrbFgRcYjpYRf2aBau0DC0sbIndvPMR5XxNiwd7BHioHDoyOOZg139o+ZznPm2pM3Bpz3hSAOwHS64NbeCSf/ncG0/rWQoQVjDEYUwmVIKyWsM1TelcokhoB1lquXLnFm6wyf+tQzpJRYW12FCFtbZ6i8YXVlzNbmJiEGZrM50+mMEFrqxYwY8sa7SNMGxmMJjDFP26Yojgs6nhMJVrERuXCMQEUghH01HnHu/HlGozGz2Qnej1hdW2X9zBl8NWIxnzEZVzg/phqvsLq2QcAwqSr2du5w584tYgg0Tc10OmXv8Ijj4ynT6Zx53ZZ9Ev0qYblbzeCtYTz2rIwclXPlmnfe47yjaRoOpzOaRp6r8o5x5RlVlehQtYFoEnXd0jRB9a4cm2fWMAnmdc10tpBA1EYq73HOsKhlTkdIauULjLRPn7t0lus3rrEynrC2NmF1/YwMi1aWSlVadfZOjqnypStJ1qLq/gkNCP2OvJeqEMifWqkMujWl+TzlodP+fV86oTQxu3P73hAYfhd7Oe7+VQkKlx94K9/xf/x/uHb1Ih/+mffxi//5B/Bpzjve+ef4oi/8fEZWZaKR0fc+YZuDAvGlLiS6roaUyvarTM7WzZTDvR1+5ud+gx/6iV9ja2XEN77nS5nYwGJ/h9mxzC5Mp3ORWHaiLdO0sm7T2sT21jrjkUoDIBmebHtDJ6gNbdPQtjVra+tl2pgow2CjkcGPPC5ZnOvhyppNOa84LiJxh5bJooZZYfBYLxpPbdti/YjxxnmMX+eF2y+waGZY0zKuKvZ3dzk6OmQRIs/f3+d4ppviskKrtnYITmw0GEUWTeDO/jF7Jw0v52rIwSDjzWU4K6SyWEacdtLOnCCDYs4xGVUs6gVnz25x7eoVrDWMJyPauibUtc4NBOqm4eTwRCQsdEpcsmE5/6PRSLkFqcxCkRUXQlhwcSE220YaA7z3uJHHJHGeCVjbWGfjzBbra2s0bcA5x3iywmhcMRo5jKmoxmusrK4zWV9nfeMM8+mMxfyEg4M97t29w/HeHtZaTqYn3Lm3w+7uoXx+wGxe04Yu0Pb5BUCX4sg+Be+MVgl53aajbVuapmXetjJ1HYWEnYw9Y5V68VVFiIHDkyltkOt/MqoYjyR4LJqatgnMF03hgHKgiqmbtHbajh0R0UiXDKNxxfr6Kmc2NxmvyCwNybB19jzbl7Y5s7WBtYkqQ02+0uQgXyf9K0fhVAUZe3cwhYVT+Hj5fLEUEJZ8gFG5euUu7ty5xw8PXUm/o70uOIXLD7yV7/hX/4aHPvuPQKh5+zu+iq1z2/yXH/w3/OiP/Di793f5ki/5U2yujnQYIZJiAxhVhzSAyAn0PVZ/jL6UnSmVTodkDaNqjbPnHH/+z30hVy6f470/8X5u7ezy1rc8QDw+YjrbVediqOvA6saEhIi+WW9omgUnixrnxyJFkaSFNBBEZ8ioWmaC+VwIbFe6NaT1tG0CMTZF+kD+TsUxS3plysXd6fLIlDUq1e39SKZdFzWxqTk5vgu0LOqZVEYnJ9TzBYu65mhWM29iaeEDmbEQdVflAZIQsE3bsnM442D6OweELkibpX9LlWA6ojk2GCzVeMRkZZV6MZXJXivy0iEE5ovEeDLCe8N45BhPJhzs77MymXAyn3P/+AiSOMvFYsGYMa12e1VVxWSywnQqz7uyssL0ZEpdLxiNRliTOScrgUiri6CdZtbJfmiSLL5JCZpFzcQbNtbXqNugnEVgfW2DtbV1/HiNRR2xvmLjzCbjlRW5ZjjD6sY6i7om1Av27t+nbRq2NjZYW12jbhv29o+kImwMIXaKsrkzShKESEyGumlFcDFJ9WNDxJiGRhf8jJwjOljULW0bOZkuqKvA2HtMCESSCkSKtMa8keo3b2KzLmF1+VCMec5B8PvQE7xzTrqWFosGo3Bos6jZvS/Zd9O2WGNZX19h+9IFzp7b5MKls5w7d47JZBVrnKyvtXqd964bfcNym+a9JKWa6h5SigaWL8jlACHnzhqnupVy71++cpGv/qon+A8/9F52h4rh92WvaFC4/OBb+c7/9//Jg499LpBItiKNN3noi76Ed5/d4r/+4P/Jz///3s/h3iGPP/HnuLR9VkjYJhJDW+QDMEaX2yCiY/2sIQrhUIS4cmDImawfs37mIp/3eRPOba7w4Y88xyx67Pp55s1NrJNJ1LoJbLiKJrRlg9doNGY6bxmNPavOY5O0XbaNOI9qPMJ7X4aUUjQdvyGtR5AMbQw085pQeVaMwftO+lhugoDBdf3YIRFii6uSYOOmwtoK3AgbYOfeXSKeamWCjYHQNqRkWCzmLBYNuycz6iYVx5NvrjxtjN6UNlrhEU5keve05Q4aWWZER5RmySUHznnOX7gMznF8sMf05JDJeIXReEyKbZHmCLFlbW2VlfGEldURK5OxQHX7e4Sm4bhpODk+IWi27r1jPN6gaVpG1ZhURayxKmEhi2tG3hFXRpw5s0q9aAmhwTrLrJmTQtcyk3mECie8BCJ5kZLBNi0jb1nMjhmvrmMq0RpaW5mwsr7OeHWTUZOYrIqktfceO5mIhpA1PPCWh1hZGTOv53B4wuaZNayz3L53h8nIUS9gUnnqoHCjyq/nwJqSwI2QRQihDhEn/QgK9VnG3jEZj1hdGXN0Mmc2q5ktGtqYqGIst4dzBqeOso2Jk5M5vhIOxvuK0EbaGAgpYpIICVpNqjLsM1I4qG1Cd50icidWO7rm85rnnnmBZz/1PNvbW1y4dIG1tQ0uX77CxuYZxpMxpIpkpRrNjQeRHlFtusopX2/yBSrl0sFtS8gBcs9YY/TesSVQGBKXzm7wZX/0Yd73Sx/iYFr/QVzYZ6S9YkHh8oNv5Tv/1b/moT/0eSX7EazBE/wq24+8nXd823l+8Yf+Lb/5/p/h8GjKu7/iHTz8wBXwKg0cA8RMZmovdG6j7kEwsVdS5pWGIBe5UZx0Ze0sD32WZ319jSefm5OqMxy0Yw7uH0JbE0LieDoD64jJKok5xpqKo5Oa1fGEZNCbKmKcLdl7Sk0ZWDLIBW1UnjnvVW4by7xuaNs5KxPPaFTJkFoJDkqYY/BWAkyoxdkb67F2xLRuuHXzHtYa1je38NYKDt1a7u/cpQ6B/dmCaZ2KQ095VqBUXUi2FhJ123C0CDIjccpyJmmcUXhL3k/MYHIpiCzBWM5vX2J98yy7t5/n8GCXycqEjc2zzE6OGY0rDbIjLDCqxsQUWVnZ4ODgFqFp2Ns/xBvD+XNbwjVgaJqavALUO8+inhPawIXzZwlBhsvWVydsXzjH/sEBJFmBaVIijVBpCnEebQhUTnSOjmYzTk7mVE7mFqazKZMQmIzHjFdkp4PzFavrm0zWz7JZjWX1Z/msTKk8nPfChxnLycE+oW7Yub+Dt0IIxxCZzmq86vxkyQq6j0Kz5ESIKkMdIZgMqJiyYMralvFkxNb6KtbA4bG0wjZtS+UcVeWZTCRRmU1rQtswrxtsY5hMpMU5ObA6hyDieDoVHSOBJDMPumkvBeHQ2iCJjDMWp1CqNSbTfty9s8fNm/dZXZ1w+//P3n9H27Zd5Z3ob4SZVtj55HDvufkqIyERlEESKGCCjbGB9sivXoVXzWVsP7/mV38/52rVWtVz1bPLxi4DJshkYRQwiCAQQhISSEg3nnzO3menFWcaY7w/+phz7XOR/QQmyFhTbXO4++yz11pzjjF671//+ved2+XSgxfZ2BiztrZJXox6v+u2bXsviA727VbXfd2FuH9PWn+uaKvdpHz3w6z2HaC9Z3rrebZ1xde87AK/8ImbXwwMf8jrT6SncPaBh/lr//BfceXJl/cPH1j55eIJriG4msXBXT723nfz2+/7abbWRnzdX3grL37RI1jloG3ps1zCqlrwXdq6WjA99/4EN/wkBimqqC1VOWU6nbE7tdSV4cbVayymE1xd0izmZFYxnc6pGke+tkmRBBb3bnJ2a431UYZrG5aLJSjNaDxGK01d11SLOdYkxMRYjOqNiQe6eB7UVYlrWpRy5GlCnlmSyDoxUWaho961TgxcvIfaaxplmCwDg8EAXINrapIsYbGYc3x4iHMt92Zzrh8v8WHl+BWCj/4BK3OW4CVjnVc1N4+WVM0fjArarNy95IbS88yhm2iFJB2SD8YkuZj4pFpx+/pz5IOc4XCI1prReMhyOuXs2fNMZ8eMxwOaqiT4lvlsFucHEnIrfgLLUhqj1hgmkynWGhbLBaILpFjfGNG2LQeHh5w9s8Moz/FB9KGaumH/8BCjNEWR0tZyYJZNS1XWlI3jYDpnvihJreHU1pAiTbhw7jQbGxvsnD1HWgzJhusMN7fJijE2PqMuIARWNMumaSjLBcv5jNnhAXdu3ODq81eZTCd471kul8xmS2bLsq9gvRfV2o6dc9KvoL/ZSKKgT0B1qTVsrg1EN6lpOJ4uqWqHD2C1jgNxoIwiOOH2u76fEWJgI5IqpAzRSsfkAVrvSLQhL1KMNtLLqFYHapJYEitKv95FnwznqZsWY6JBFB6bJeycXufKQw9y/uIDZFnRGzxBl3DEvlaMkIHwuYNAv5cjpNqRTiLmpBRorPy39yx3b7C89jQmenbfm9b8u49d5Whefd7n15/n68+kp9AFhIde9IpoKsKKORTooR+UQemM4dZZXvOuv8rWqbP8yk/+ED/ywz/BW7/mzXz5l7+cQWrBueh4Jhk4kY3Tp1h+pfQJJyqGF7A8QGOMJc/HpGlOVtQ02RmySw8xrz3b61tUk0Ouf/rTjKqKfPMM4+2z7N14nsnilzgsS3RmSHSAJMW3DrTcPmNSikJOTEfLqhw2cpIGQBlsmhN8hXdQ1lLCF6knS9I++1QqoLTBA0ezluNpiQNGm1ucv3KZuiyZH9wleM/k4ICmrrEaDiZzdmdVlD9QMQDLxjVR6E7QAZGQbrxjf17RfI6p5U72ghDiYasFolOqo/VI9RGpuQpFOZ/ivSO1CcE75scTmrpmNBxxWFVcOH8Bm6Qsl0u0DqyNx9RVibWiO5RYTZqktJHR1bYtmxtrpKlM3uIDygqs1jYN2khVQQgMR2PapqGuSk6f2kQFT1XX1HUNweO8YOeHkzmLumFeihNaYqFctlhtqMqa9fGQLBF6qzaaJMlIkjQOcnVqp0qm7WPmb0IgL4YyIdw2uOAwVjEej5jN5hRFQV3XDMnEjtTLIUrrpIWmu6x5df+7wBGCtNkkOATqAJPZkkEuDd9Tm+vMliWTaYlzvmd/Ga2xiY49AtsHn7Z1EbqMtqpBejC28xKpPE3bokrFcChEgcEgi2ZAUg1boyWIxffYNGKDmmWpmBq1ntbVXHt+l6ODGbNZycXLl9nY2ASlsNpE5MD3AXZVwIY/EBC6K/TT6V2S2IVO3fcUy4NdljeeRSNDpdoYTm+v8dZXPsR7futp5h0T74vXf/T6Yw0KXQ/hwSdf0VNEYUUdC7FcDJERIyPuKclwm8df/w5GO2f4pR/557znZ9/H9HjCm9785WyMMoE7oA8EvSsUK7hIdWms97GIuH9hdYFBR9mKjWHCrDwm02u44RYmH5IH0IMxSmeYYh1nU8xoh9OveAsmOKaVWFiG6R3S8pBZDT5YQVOyASjkUHBzTDnDIFxuFTwKT54UdIR5E1pwCl82eO/JEevFxgVmjebucUMy3GB04TzTvT20HQrbSWmUsZTVUrSFDNw9mHJ7VlO6rhHnuw8dIbRuiKxr9AWWTcuy7RRhVU8MOXHu9xiz9GsUWkefiraVprrNSRLR+tdBUy0X0cTe0NQt1aJibThibbzG8eSY+WLGeG2D5WKKHziM0WRZRmotCpjN55w7d4G2aSPvPXDu/BmmkwmJ1VRVyXxRMZkGrDWsrY2w1nB4eIwxhul0SllXLMuSg+Mpd+9NUAEa57BKhrvElsIzzBKKPI33SNRLlXNYAolVZNZG97goca51L30egBAPxb7JnqSkecHW1iblcsbhwSFZmnI8mbA2HmOTlPlsyrJaQpB/UzcN1og+loswn/AMQkx8u+cprweBZd1GOE2T+IDCkyaahtDrQ3Uy3p1gXlCdXHfAGJn8rpsmJlzC4OqSB6lSHfPFgvXREKMhtRYTYdpOEtzHPdb9zwfXM5naVnoIh4czfv/Tn0Vrw3AwRGtD0PJZCZ2vNPcRSE5ePUQM950lfTCJa1QRaOdTqtvPyb7SUqUHbfEBlk2D0Z/zJb54fY7rjy0ojE9d4C9+/z/i8uMdZKTuYxGsSAih7wfTwTvKoJKCSy/+ct7+vVv86k/8AL/8wd/k4OCAd7zzqzizvY5ybXQ1QOCjjr3Q0RVYjfV3yxXuh5EgBhEXCMqTp4HT1SF3qho7yqHIsEkimjNJKs1Ym1CMtyHNSIsNap+iFxOsdszMkLqBpMjxdYNHUzc1aTtlVN6DaiZsI+8YWo1rFuh6TnN4B18tmM2OoJmzNXD4RUmjErwtcCrj9KMvYn1jk8n+Ho27R1vXNFWJwqHamjyxlIs5R7MFtxcNi5bVoU/og0EXBLqT3hNoQ6CMpi9Sxau+Od6hs93kbez6CZxjDafPXWJ/b5e6rjA2wYdAuVxGqqNMWg9HazT1Aa51TCZTRmsjkcBOBigFSZJitCXLB6jgSZOEydER8/kcd+Maa2vrNHXDjRv3KIqcnc0NLl06x1NPPRMdzOQgm83m1FXNclmzKFuO52UcrNKUZUvTOpTWrA1SrNFsDAdoDalJWB9loALLxkkGncjcRqICWZ6TarFg1SfWbn+f4iUBoXMck+w7HxRcvHCePLXcvHWXcRhTFAXHx8cCOflAnkll5FwbDYg0GnCxZOgGG1f9Blb/DSyDQ6sWVbd9lp/lls6joW27CfwXZt5x3sUbEmuwxlDVjeyeExBWl7w516IRGrFvRbSvE8obDDIa56RnpzVN6yMU5vsGuVaK2WTJU599Bu895y9eYG1tXSTubRolUMIJLTDuCxB9AAjd/TgJG6k+g/FNzfz604RqIUQKpdFJSuM8V3cP+NDv3mSy+GKV8PlefyxBYbRzga/4v/wdpmqdTz/1PI9duUiaWFbPUPC+k/xjuWS3CStBg0nYvvwYX/Xt/y2/9Z4f4RO/8j4mxzPe9fVv46EHzqK9J0RP5hUltVs4MTjEzdvBVv0i71KLGIwUgrGvpZ7ULDg8fBa7doG1UUFb19g0IdE2lsuQJiletQw8LJWmSkZUrcKqhmZ6TJGkOA+5hkwHsuGIpEhJrLiYJdbgyzn1MkVFYbXTm1vMphNmk3sMhwPWioyje7uU+/u4oAgqwSYFo411slQTXIPyNYkRWuy0qnj+cMZx2a7qIiUltYmWpN1hIi2GACrQtfe0Uog5WzT3sXJPxITI4V08lVT3i0VBVWuLtZCkGShoKkfTNCigaWryQYG1wrFfLEsmk2MGgwHz+YyjwwPyLGeQZ2gjGj7WGIbDEW3raJ3n3v4Bs+mUEDx5nnP95i2KLMEYRZ6mDEcjDo+PmM1nLOY1k1nNsnaAxmlP3YRYVSkunt7g9OYIWthYy9haKxgOR4yHBcdHRxxO59zen2IN1E2NynKSTITxIsJNh+93BkpG6wjthB6P10phbML26fMc3rvFel1TlS2tV9y4fp1yuSC4WA1ETD8xioDcb5mehhZhHfkYILRW/YHdm/TEAK6UxxthHOn4Htqo9uu9wztBW5XqPDeCiOUlAaVSfIjy2V2lrWJPC6kWZsuS1GgGIZP1mwhLD6PJ0xTKijSztM5RLita1wWFWA0bScAOdg+ZT2Yc7R/w6JNPsLlzioBASUZrVBSVvL/dTJ809n1FpfsqSM4NRDbl9lXC/LjvnWEtbQg8v3vEr3ziOtPlFwPCH+b6Tw4Ko50LfOV3/B02Lj5C3TQ8f+MOy8WSlzz+IHmexYEjsYbpMqr7cP/uoI6ywUpZRtsXeO03fRcbp87w4Z/7cX7w/3w3b3/HW3jlyx/Hmsj26DKgDlrSClwsNcPKGS10fQ1CzEw6fCQa4mhDTsspVTGfPM9G6lmkgSwJGKMoiozFXNy/8iyB1FNoi6fiVGiwiSfkGq0qQnBYrfBNQAUDrVh3+qakbYSwY2yBshkojU0SksGIPDJ9bJoyGDuWswXapDRliU0MO2dP0S5nTO/dhmpBamFaLnh2f8Jx1d4nFiY4sshMxBaOBGaEceSCo6xbaud7nnrnVbzafHI4KB2iKRF00t9Ek6HWtWTJkBDnEDrdM6U1bduSJClN5Mrv3zuiXqtRSlFXDa5tyTKL1WMSm9K2HqMUw9GI4XDEjZu3mC5KBnkqFUacwj29ucX6eMyirjg8OhTapQvUTuDIPEsic0YOtWFqefjcOkUxYDgacG57He9KjE4oRkOMlaqjalo2x0OGA2niamsxafQ8oIMpVhRiFechVOzfGKNRqQWGLAiMxlsyYqItzz7zHN63PVspTRPZB86hU0XqPW3oil+pysqqpW7F9yGEyGyO/gPeBzp3C61l/Xuv4mDkSjtIJGJWmZDsOdmLzgWqUGFi0uC8R9uVsGFUc8G7QFak2MTStu0KYgzSYE+zVHpPVdX3C1f7WqRbTlJab12/w/HRjCde+iQXHrgMeY7SCTp07m2rNdgzkOJ+7RlL8Xshvl597xb17k3E/FUqe68Ut+4d8+uf/GJA+KNc/0lBYbRzga/8zr/D+oVHAEGMnHfc2ttnXla85PErbK4PhO0SOltNueSwPmH2LQWniM9hyIabvPzNX8fW9jYffPcP8ZP/9ueZHB7zla97FYM8xftGdFZ8FyDkQJLSUrRUelkBDSutpIiRCzAAKqDRWN2ybgMhrSmzQDCBbDggeCfBwDfo4BhaRa5ELbVFJI7l4GxpqyVV00DbYAK05QyaSgalFAw2dkBJY3o+n5FGdk5mEwgimZznQy499JgcGqHFtyWHd64xP9gltDXWwELBM3uHHC6qVbXd7f/u3qog1ZCKA3Eh+hz4QOWE5JimKdqYXqZZ7pkwnrzrqi4dD0IlDzhu0sQm5EnGcrnsKw9jDHlRkOc5bT1kfWuLphEZ7Nl0Qppa8tzQesdgOGQwGHF8fMhoOCZLUxbzKa3zDMdDjo+O0QqyNGE8yKiWJVYr1sYD2oMFqVHoLKXIMi6fH+A7fwkUjz54Ht+W0LZkiUVlGVtb6xSJ5WhvRjYeYtMcnaacX1tnbXuCa2oUkukam2LSLN5Oh9ZJlBaPmahaFb1SWQEGrPXkeQHeUy3mtG2DCq3oOynFcDTEtdJEr6qK2gmzJ08MNrHiTRwgtQ1l7SiblraJsAwrgb0uqRbPp9X3tQKbRH9to1CqB1xjP0HH9QrOgfetQGbWijNcokhtIs3wuiXRSiQsuuerDGkCdeMoy5rRyGKtoWm0yGsYQ4tUH0li4sR/6CXS58uGgOIzv/f7LJZLHnz0UUbjsUy7R2acOQHVrT6r9NL6qlcFVHA0syMWt66iQ3TptgltgNsHx/zKJ65x9EUq6h/p+iMHhfEpCQgbFx7tm6crqEKYHh/7vad54uELnDu93WPbHea/YlicyC6AEDQhqpKabMwDr3g9b1/b5IM/8UO8972/zOHRhK9+21eytbaGpxZGUqRpeAImSi5oreNQEMRuobyHLjgo+pkHtJKBaR1YHxgS47nnZpDsMBrkLAYFoPBtS3Ct6PE0QnELzuHqGteUhKaJVFvBqdtqEQ1zjAQGJ72K4cYmo7V1tKgZk2QJWiXgneg8tY56MWExP2C6ex3qOUWWczA9xOGZOrh9OJMJ2P7DsDq8kexfazGblwlmeS4+NjNdnGo1yhBUizYK1yqBOHzoQBOUll6CNQlozXw6oxgMyLIcrQ2z2VTEzBA9pTwvUFoz2tgizSy+lcO8KDKm0wlpklNVNc8+d5WL585w+tQpxusbaK2ZzuacOXOG8lqJjRhz60WbajDYxLUtdVuxtTbGnD/DvGlElyhJyYdj5ouK8WjMcrrL5rjg7JnLLOsKrQ02TTDA2uYptLUEreUzocjyBpIEm+pIs2xloEtHiqcSSKaTcydCLF2hK70YufdaGznYfIsOjkFqObW9gYtTy4vFAudcL9NB3XRPEJvYXga7q07K0NK0xCxc9ksnLhsA7cVjo3VgVEBpF/tsijRJ0EaG0OpGqKnGaIIO1K38ktwaMdtRAbxAOtooTBqL77YVuIoVO8jFpCKEQFPXope0MWa2KCmrmhCkz5Cn4gERCJTlyq3u3t4h8/mSpnFcefwR1sZjUp1iYo9QEfqE7iStXP5bPDtcXTK78RzaSeMdawnasDeZ82ufvM7+tKSTdunOmi9en9/1RwoK41MXeN13/49sXnrkvkyFQG+hpxTMFiWf+PRzLKuay+fPxBcT2GZ17NxPQVOx2SmbzhLMgM2HXsZXffuY3/rZH+XDH/4wh4f7vOOdX82FC2cJRMXTKINxUkeffpDtBG1VrRY3IapYxgwwKCm5B6nnVHPAosrR+Q7DUc50ssS1DcpofNugYpOta6SHAMEokmyEsZYszRBKqIoZmgxRmd7X2aHxtFUNvsW1JdX8mHKyT1vX+PkMrSo2N8ckdszi+Ih5VVE6z615hQv3i4wZ059Y3ceMsA99w9+HQOM8tRcGlw+epqnwnJTXkOw30UJD9SFEOXC5g3W5RGU5jalQaPI8Z7mY0zSOarlgPF7Do/DGsnfnNpcuX0Yrz5mzZ7hz4xrPPvM821unolF9QVEMUWju3rlDkuekSYJRijRNqMqKtgmkazlZluOSCh8ce/eO2F4fc25rg/3jGbPZkmVVU4zX0XnBWnaBcrFP1dQYa0nTjDQfYqylGENTV+IMl6RUZUWap/hGms1WgTVg9CpR0SEglmJRFl13VrGR1aVE/8l2Q1pJytrmNq4RwyBp5CpcUGSpZT5fcDydkWWZHFhOqlrvPDaxZGlKktS08wWq8sKCijCg74yg4nP2cel7Ld9zjcfG+RIrtKU43NnlRjoO9K1gMR+Ngpx32JTYzBcb0LZ1ZGlCx2BzUXuprlumfkGeJSSpzD8kRtEomZJOtDCWau9pnIvrU+RgQoDpZMYzn3kaay0PPHKF0doaqbHgZdZBn+wbdusyhkLXNkxvPkc1kXmUNCvwSnN7f8KHP3OL/ekSazpU4kS/8YvX53X9oYPC+NQFXv89/yOblx4VbL87h7xgrJ4QPZYFT6xbx2eevclkuuRFj1wis0lkXMjRz4kspLs6IiSRRaNNxvjsI7z2m7+P8eZpPv6Bn+HwX/9b3vEX3saTj11BJ0DdIHqfJ4JMxxaJmLs/GRwCdJRLOoxYR0tHDIXyqOYG9XLK5ugCa+MtESRThjZE0TUvU9edgmqHufvGoZBN7mllrKJpUN7j6orWtdTlAvAsjg4I9RxXztFapm7XxmOy0zvgl7TzfZr5jLKqmNUNe4uKyumYoXYZkGDqXaWgusCHQGPdFdDUTefzK5o7PnoQeN9ZiwrUpo3GJpLNCsxgGYw2QCnK5QKbjBivjZgvFrRNgotVlE0Szl15jGQ45KnZhIODI6488iinTu2QZzlaW64+f41HH3mCw8N7zBfP8eCDVwAo0pSmrJkcT6lrh7GGza01TJKwf3SINYrrV29w4/aEKxdP88ZHHkTlBdPpVZqqZrQ14PT5y+zevMbaxnmy4VD6NoklTXO07RziFGXdMDs4Js8Mw9EIwhBjUvLBmCwbYLVZJTh08lRdpav7iW48902m44F8AMFjsiOK9TEqtSxnc/CBtXHB7u4eTdMAmuGgoFyKWY94hXsGgwHWJgyzFHygaj1N4/teT6kdTS0zCV2wV7EoFuqovLG6adBOpvOtlelrF6GsxIr0uPMe3ca10lU+IVCWMjHutBZKb8fpDNC24kuhlKFtZb0Za+jcBIP3eK9om5WKba8+4FcDe4f7x/zu7/weJrFcuvIAvshJTSrCfNauWEbdU1OSyJW716gPd4VyawwYy617R3zk92+ye7zshfg8oWuBffH6Q1x/qKAwPnWB13/332HrwsMCcyC+qeIEGDnvIayoo8hB633Lzd09qrLmxY9dYlgMOkJ2f52kwq2aY13VoABLun6KL3nHt7C2c5oP/9yP8+M/9NN8zTu/ile96sUkaQJOE9pm1XzuSvyY5aiuUyZvTBYd8UhVWhp4GoISplSmFDtmwrRqmdvTKDWgDQ4bm2N12wjcggisOd/SVCW+bWiqSiZPZ3NC8LR1iWpraFvJyBKZdM6LnHR9RJJa0kxMdHxb4ZZHHO3usn/zBht5zuFkyr1FReVecL+UKFt2k689W0ZLY7GDyyrnOV7WzKqO2rvSu3+huKA2REgwlt6tB1VTVXMGwxEER1WWzK2lWi4gOIbDgiRNOT7Y5/S5BQ8/9iK2Rhvcun6dyw+9BK0cZy9c4vDoiOHuHtdvXOWlL30ln/zER6iqkqDggQcf5NmnnuGByw9g7Q3m0ymLRcmwGGDThKqc8sRjV3jwQcdvfPQprt+e8OKXvoRFpdHZiDMPPEy1qDh9/gE21oY080PwjrwYkuQZaZpR10ty17JYzCkGA9Y2xpgYFLO0IBuMsEnWM126/oEKJ5IdNCp0UtEKHzQ6UjV1xNY1KqqtDqiWJUYpMIrpZAo+MBoWVFVN61rAk6Wp9BrqihACRZEDSE9EBXwrjfq8SEldYDJb0rZexOwigtqffT6iotGiUytho/nIfup8MLrn7kMUzlPy864N2Eh+WB3q4uAmAn9gjfTtqkZsTgf5oCcWLMuato2qtErhGukZoMJKyTi+9nw659nPPMtwOOTcpQsEJdazQmDoNI1WiU69f5fl7i2C91ibkSQZN/cnfOQzN9g7Lns21X1r+otVwh/q+ryDwvjUBd7wPf8vti49EhehHC1SLMbD1BMbt0iWjrrP3eze0RG/87slTzxygZ3NrdgAfUFPge7AOhk0ZEERDCofceXLvorh5hYf+skf4id+/OfYP7jHG9/0FYwGA9m4bdvTJFZFQ2Qm9QhLF3jiz3kPvTxEgDhdnCrNhm1Im1125ynLMqVBzG3apqGuHTqxNHWFwuB9E7N0T3CevMixShOylGyQY7QiSRPSNI33xUt7vWnwbUlbzlhOD6mnd3j22eeZHh5hz25zde+Qqg2EF2Cs2sj0ced21qHNIZLFQ1A0wXE4L1k0Hh8Lp95Ji+4RrKooZbrDUAJ056Dm20ZknTUsZhOW8xlJahmPN1guF/iyBQ+3rz3LcG2byw8/weaps2xtbrA2HHB8uMflh57guac/w2OPPsEjT7yExnme+ewnefjhKxxP5jz6+JMkFgaDjGeeegqtNNPJnOvTKVVdsrU+5JEHL6K05cO//Sle/Mqv4PFXvg6HoW0943FKuZhhaKgWmuGwIB0MSKwVWCXL0QpOJ8nqoHMyhZ7lI5TJBD452SzwnqA1OkjvCRPVa0OXxQoMGh2AaNqatm1I0pzhcI22qpjs77NcLrE2YW19TFlWMncSAsbAcDDEJpaj4yOqqpJJcqXwTqpRpcRDvC5rrDUUmaW1gWXZ4NwJOClCRcL267q2K1nz7mdUlFOXSec2qtlKsDOIFpLWqm9OO+/7asFajULTupbUGBIrEFLrWpExd7EyMUKNNUoqGKUNzjU9pVTMlgL7e/e4d3uXM2dOQabwUfSyW+PGyDR+M5szu30d5T3GJFhjOZgt+M1PXWX3KMqIxMpZaZGq72TXX5CDfvH6j1yfd1B4xbu+g82LDxKiOqGgMlG4DvHkDXFTyKSylHz3gdrAZLnkE59+jkeuVJw7cwods/eeKQSs5K1eGOE1SllUUnDm8Vfx5m8b86Gf/mF+8f2/ztHhIW97+1s4tbWBVprWNegQ39+JwNPDXX01oQm0JxgPossiGbQXg5wAY6NI08AkZIR0i1klbmUOJV7N3ev0TAnRaTFGXL9kcKnTbhH2knOtbFbf4NuK43t3ObjxDFTHjFNFtayYlQ3P3tzleFr3zfL4YfpA19/nrkkXBQOJk7Jl4xHvHJHndsp3x3/Ezjs9ms7wR3DjoMBE/DygSIzBxKC0XCxj72ZAkSUs5uJB4VpPVc3Zu/U8j7/05Wysb7Gxuc7acMDW5gbbO6d4/umneeiJFzPe2OYlr/hSJof7Ao9ow+mzZ7l76xqpsZy/cJbDg2Mqr1iGnDv39vjgb32GwXDA4y96iM8+f5fPfvYzvPzVr0d7xXh9SNWUjBMo51PG65uMBylJYmTSOpI5Ez3CZe5E8zZWXtqKbEeEinyXoqhIjSRKNaMifNJp9ShxEnQhQjOW0WCENTI9Xy9mbG5uMhgMqeqK6WRC2zYMhwOW8wUKRV1X4D1ZkqFCI2sqSCVulBZmjxMP51QpiiShMZKYLZZ1L39N3DXOi8ZRRxYgVjFx8fSNdK/kcJcGsqN08sxFS0kG41onEhndbLFWAik5H2idp64qyiqlitCozER4lBJ2kzFRl0lrwNK2gjJoY3uvjcP9exztH2JPba92e+fHEAL1fMHs2tPotkZrA0pROfjoZ29x57Ds+2r9ro7HhzT/5Xl+PjDSKq36L/f6vIPCx3/2BxifOsv2xYfjVtE9xiej9PFw6pZOIMIzJw98WZTLpuX3n7rGbL7k4csXBL+9r9ncVRef440EhVYJ3irWLz/J67/l+/j4+3+KD//q+zg6mvJ1X/92Lp4/I2Vk26C8W2HsIUSZ4FVDVmAlCzrITlIKFaJPbPe+AoBiYBQmzDmuW1K7ickG0lR1wovvrDm987jgUF7FxmA0yOk4/q24iS0XMxbzKU01o5wdY92Snc01hqZgeXxANa8p5xXTxosBj/ErnNuY2JDrDjFFCO6++9h6T9V65lUjks1dzEKsUbM0YWtjnWI0ZDAQyQrnhRq7fzRhd3ePthXHMq00TdtQlxXBtaSJoWkcrmlIrWV9NObw8JBikKOc4/jgLkf37rC1uUWWCnMpyQecLgZ81dd+I4f7e5w9e4a6WuPKQw9z++bzuFbkCLZPnWY0SPHXap67fpujWdNbhB5Ol3zqqes89OhFzp7f4vbtO7x2bRtsQpYltE1Js5yRpwbtByQ6oHyDdm3UyUKUQkN0aYsHLyDDftH+tINZgup89u7/CshcACrakAYZ/DMhoGxCCDKDELKG9c0djIL9vT2atiL4lsRaEgPlsoTQueN5iiwFFKGpadsW5zo2klQtwQd8UFgjzWdrILEyG3NyvwSQQTZUP0/RfV4TzZG6uaHOpEga2DIDYKPvhPMe1wqebzQYk+B83b+e0Rq0luG8+G+7SiAxVioX74Q/q+Sw9hFlCFEyQxOYHk+4+txV8jxja2urh7e8h+Bqjq8/TZgeyQS3MQQ0z9ze45lbR31ADC6gjbyGVookSUUrK/YjPh8xuDRRDBPNpPQ0/4Uylj7voDDdu8Wv/Iu/yxu+42+xdekRwf6QCqHrUAYCQcv0cAgKr7xAPrEUV3Hi0HtP4zzXbu4xnZe86OEHKaK9YrdQCV1Rfr895EoQy+BVoNi5xJe+81tZ2z7NR//dT/Cv/8WP8I6vfxsvfvIxrE0ILSjf9pvCh9AzaLv3JYvZooxD+W7wTcfmW6fbJD+Zac9WUnFQ3ubGkWPphyiTELBUbSsltBUWS9PUVMuS4B1N3eBdLVIObYtrFuSJJjGO8bDgzNZ5cu2pDu9QHk+ZHB1TLpeEtpPj9vhWETSRSiqVAV1z+MTAngw4aeqmZV63VK3vYQVrLRfPn+HsmR3SVKaTp9MF88USYxqMUaSZSDUYrbl1+zZpkqEQdk2SGtI2FTjJLQUxQZGmWXRJc4CnKkv29+7y5JMvhQCDQrShTGi5dPkip0/vMB4OUKHlzW99K9ef/yxaecZrI9bVGpNjw+9/+lNcu3EnOpcJz56gODxeRMnqlsFok8HGKZK8wKiWxfSQVEPIM1y9RPmaULkeDVJRcyvWt/E9QQgrjSipFuMwZVwnfc+mq6xkRRNHFAh9pWxoDehocJMZS2MNSZJQFCnHRxWpTUjSnP2DfazVBN9BLwYfoKrlUMuylEBN0/pIzhA4pK5rGqPxweO9ZPap1dStvy8wuAA4MCFEeql4nmstxjpGm34wDi8sKOcDrVZ4GkjFQjZJTJzYtiSJZPrLypEYeV0QF0Jtoj903MvWiACgNdKfSazFeE+eWaraxQrGk2Ypgzynns3Zu7NLXhQURR57EjC9dZX2eJ9ERX0mNAezkk8+s0t9QtBRGFx9u1BgsyDQWb9dPsc5362NzCi2CsvAKsaZ4dakiYOR/2Vdf6hG83TvFh/8l3+PN37n32L70iO9dIQcrg5Q8XsdrCGBQQ75loBMTMokrZjG3zuc8LFPP8WLH3qA9bURQBz77yCQ+xtTcAJBQcrIZLTNk69/O+P1NX7rPe/m3T/0Exy+7Y18xWtfQ2at7I4oTEfMZPpJS925YGmCkyyy73OgIudv9X6UUiQ6cHoQsKHi2t6CpRuyqDW1V8yrWoKMa7Fa47zDBMnWhvmIwWBIlmdYDXmq0Xi8q2nnB0x2r3F0/TmsdxweHNFUNTpi1dorXIQ6tD6R+Z2A5kTQTN65855F0zIvGxxQ5CkXL5zh0oXzFEXOvb173LxxyLKu+4Z+lhXybBaVZPaJJc9SEpuKXpHVLBZLlIIizwkhYLUhTQxbZ06RFynb21tMJlOWTSAEh8PJQZFnWAPBa4weYzfHZKlBec/mesG5M+vU5RRXlwLduQX7+wdikxphP+lVBU5vDzHKcXg45UWveRnZaIMstYS2JMsKlLW4uhS4ogbXLBGSleqg7HjnRG67m8nTWhOipHM3kKdMB6vRN527BrxSYlmJkgozBPBBYYLGG43XmhaiCqyoqKZJSmIzDo9EpsNaI0lEkuN9YL6Y47yLjKJAYsQtr/aBTkjeed+79LlYPVir8QGaE+YYIRDNnwJGRRe0oGL1IXtWWznwrYl+D62ncYE6eDKrSW3cy7rb41Zo1qp7LwHtWvI86x3dksTEqkOEC3WarOBYFVgfDmgLj3OesqqxSuZjXNtQzmYsJlOyNAPtmdy9zuLuDbLY9HcollXNJ569xcGk5IVAT+gK/tbjfSkJUqyO+97YiX/Sfd9a2Mwtw0TL3tSah7YMzx+WlJ9DSfjP8/WHpqRO927zwR/4B7zxO/8m2xcfkm92kMaJITYJDDoyk0LfW5AmbNyFEdCeLCp+57PP8sjlC5w7tRUhp5NVgVqVu30Z3L2mwStQ6RqXXvFGBuvb/NbP/Ci/8HMfYHI8401veR3rowJcA+39aGEHpXQsB/lmxIuRMldoqrFH4uUfqXhobA0LBknD/mTKUVpgRmdBp9QOQpyY7pL5EKQHE1QguFo8qZ2jreYsp4dM7lylnR5SLUtq13B0eEQidTBeKWxq8Fojo32e0jkwoh0jvdDQe0bXrWOyLJlVniRNeOnjD/HgA+dxbcvdu/vcuH6D2XSOtglpktO4RmYY6pKmFhE5pTVVU+F9IE0T0jSjaipQiKdDgNFwxHQ2pW0bQvA89PDDbGxvg9J89umrPPrES4A41xFa8jQHDEVisEZhFRA8zhl8amlSQ72cUZclWZaQqZqXPbbJ3tGS41kDQXH2zBavf8OX8Pzze6h0m0de8irS1EYFToNN0khnFFvNBmR8N6wkzVfrKhBUp/uzkrGQuBrTGsUqgVD01W6APgEKdAOZ9GtHZC0sSVaIvLlNGY43yfIRi8VMhPkyy2y2oCornG+l8Z0kWCOaUc55jDUyeR6z+9ZFVo68YmS9BeLxzws7cV1lHJRYyZpuoFGt/t5acUfrjIB8EKHExGqSREfPBZEvqVxNXbe95lPXLzTGAo6mqXHO0zQtWZoyKgZoI0OOaZqRpQmNa2hbkTdPjQSluqmp6orDw2Mm0wmPPPYYCQ1u/waFkQRQGUvVej57c4/nbh/3lRwv+MwhiPyJVXJu2NhLcS4QQqfu1J0fSEAoLKNEpPETKxPaA6157PSAp/aWLD+H58if1+uPNLw22bvFL//AP+CN3/k32L74AMSsatXFlSvE6am+LA/IpvGyfI0RZU3nHGXj+OxzNyjLmgfPnxJYCqBjUHQspxdcPdykNdgB2w+9nNd+ywYff++P8aFf/wiHh4d87TvfwpmdjWiA06LcioYZix25lGx4FQwhtNLQiid6gIgTSI7Z9RqyJOHMliLc2ecTn3yawalHGG+ew6S5lOVa+FkemTwNeFwbaNuacjFnfnCH9ugWqS/RvmZydERoWqp5ySDVNHEIpyhyimFGnmkWZcnBvGG6iA1uveKAt84xLWvaYHjpi67w+OMPonzgueeuUzbQOkddtxibkGYD0SryLUliIcDkeIZzXlhNxmCtpRgUhKDQzpBnGdYK86OqKpaLJTduXGd9Y53ReIPx+gaD8QZnH3wRaTpmXIxE5iAyU4wOKJ1gdECj+kDfAsalWJvR6oosy7BZwle8bIvWwaJOGA63OH3uPAeHS37zo8/zlm/6Ls6dPyd2obGas0lGaCtpogYPrqGt5tJ/0SvGECFIczgG+M70JajoPYEkOUqJl4KK2LmK/3alKruCO2PnR76vlAD+rWha5cMRCsV0csT0+FAqBFbwn1IBmxiathWqc6Bv8A4GBYPBgBAmzBcyDCeSMpL1uoDAnvE9vXCbdEmJjlhY35+I1ZPwKbr361CaXtJbay0Odt5TVY2I3sVegmD+MuG8XJTYyIQr6zpup9i9855BMZDp6NZJcpDJ+9CqkYnrshY4LMDBvUP2iuc5Nc5IO/mLJCXohDv3Dnju9nEMjt2Hjb0MVgE/BKHWCr16dS4JhCSBQSvpx6xlhrXMkCiB4hJrsEqhrWI9Ubzo7IhP3Zn9FxMY/sgyF5O9W/zSD/wD3vydf52diw8RW2/ylyeHwgiRGqf7nwmRCSB2gOJBq7WmaR1X7+yyrCoevniKLE16qd6T18mm2UrWIVYjOmV49gG+7Ou/nY1Tp/m9D76Xg3/1Y3zdN72Dhx44HzOaViQw4koKXd6lumG3gPIm4vSh/568uPwfrZQY7QBWWS6c2SG1ip/6wPvZXxgee9mrWTt1HpUOcOmQRduS6kBblfh6iSsnmHqOqees55ZQOo7LGfWypFlWJPEwyq3CZBlrWxvkeUJQnjSzpGmF0SXHiwacBJ7WBZa1Y2t7my95+YsYD1Oee/Y5bt05IMnH5IMxygTWbIZJLWBEg6dtsTYly3MOD47RwObWFkmakhcFSWIJeNIqoaoqhoMhCkWRZRwcHDCfzbl27Ro7p85irGUw2uHUzjmGo7EcmcbQMaN6Fzi1mm8Jfb9J9ZjHIBuwtnGG33/693ng4gajYY73DR/6jd/juWtTvuqdf4lXv/b1cWhKyXyMEpmTJjp0KSC0JbgosUAnta6iC53ILHdrqHtfXYUnDQcdHefkFFW6Iyqo7jeK17EKMdmRvzFIEqCNEVc6rWjrCkIgzwusS0mSgiSbsndvj6oqaZuWxKYMizzOIETDoaZhNMwZFCnLsha2k4rwUU/5juuWz5U6ET+/hDAfP4vR0XvbB7QVOqc1khAJIcKhVSo+Cq0jzRLS+IzyLGM2LynLmlZ5bEQH6rrpDXTatqWslhRZgTW2dxjsYJzEGsqqwgUf34tGhYAOntBUNFVseBtL4+FgOuXT1/c4mpX9OdCbHwWB1WQgM0LOIL7pJ3wxvI/zGwhQMc4Na5kl1Yo0ekokVqOtKM8SAmuZ4ckzQz59d/5fRGD4TxLEm+7d5pd+4B/zpu/4H9i+eAXo7B5d3GCxzFbd4I+Oh0CM6h4CDuV1tK/UNC5w894hy3LJEw+ej9i179kIJ6/V9zqkVxrESlvs2hmefOO7GK5t8NH3/hT/5gd+hHd+w9fyspc9EWWR2zh49jkqkK6h6A3gehz//r5GwFgTB4JkJmBne4NvecdX8P4Pfoxf+ukf5MVf+jouv/hLGRYDgtekJrBUnuHQgk5RakmzcNRHe5hmiWkqfN1AK0bsxmiGwxGjnQ2Go0LkrCNn3WgTy/olB9NaGmIq4VWvfgVnTm9x59Y1bt+Yc3g0JSvW2Dpzgdo50mJAN2NSVSV13ZJmOcVoyGwywWjN9vYWaZ7QtIHhcIT3Mphnk0BRDCiKgtA6du/usj4aU5UVx4fHzGfHtFXLfO5Iiw22trdQRrJMoxQKh8b2DcbgV9BciIdK8B7lPVpp3vCG1/O//pNPc+3GLqh7LJY1+Wibd37zt/Ka17+FwWCAUQqr4rSr0aJISohVnhwCPiBGR5Fn34nayckv39PaoKxBK4MnxKEteS/y8yuitKCZXSIi0I32kfAaD2attMBjaYa2QvUdrG2gtSXNBsxmE8pyQdF6fNhlvljSVyjBk0XdIK0UidG0ddtXJU7RuxF22FAnN/MfI9h4L3RkrZDhOx9oXEuWJlhjaIIkOV0CXjYtuXMkweBCoKxkJqLIU5q26anpsftC3TS9QRIqyqo0DihF3Rj6wGCtMJOEPCBv2rehn3ielw1WOexwAFp8rj/9/B12D+a0HflCRf0uY6IwJlEO5CQTK9zXk+xIA0ZrhqlmPbMMrCaN/hJKg9IeHWQAUUdZ72GiedHpIZ/a/fMfGP6T/Ygme7f5pX/5jzm48QydNkkvRNWV04DSkVqnFDoOuK1mrRwu8rKVkpJ4f7rkE09d497RJD7Ukw20P7jyFZL1dEM/SltUscGDX/pmXveXvxuGW/zoD/8k7/vAr7JsHMEmhMT0VUf3e3ujEFRErrqfUf2f/f+vlGx4reLwG4xGOe9665fxV9/1Wj794V/iE+//CZY3Ps2ZomVraLiwNaJQHtssCPMDZneusXfjJm0Dx8cL2rJGa9BGk2U5451Nxhsjkiwhy1KSTPyMrTUMBznb45wisyib84Y3vYHRIOP688/h24A2CcO1Lc5ceoBkMGK4tsXa+imG4y3JNj1kRcGZcxcJAabTKWmeMRqPSNOCs2fPMl4b0roG70UDx2jFfD7F+YYLl85y6dIFHn/0Ea5ceQDvYX37FC547t65y9279zDWsr42ZDRMYoYmQVxIAjGj65RunSP4Rg5gBecuXOIVr3gVV29O2d2bMxxt8PXf8q285itfz2CQY7VYamqkiWo6KYaufwVomxICovHkfP/XStkIDWmSJI36PYo2ZuddItIf1F0dLCdx/D0r2FRpkRTRkbygtZYmvLYYHbPkJJXhQyXDVQEoKwkGRTFkPFpjfX2d9fUR42FGXiRkmY6uaHFSWisSLQNd2sg6eQFqu7oFL7gCnTrqar13waSuGtpagpBW3XyAaCk57ynLhqpuqduWZVnL0KaBPEtQyHAbQJqmFHkulYHWESKWQ3u5XFItS5q6ZllKz0QFyIuMJBF5dKM1Td1y7+CY2aLGYWi85vk7R1y9c0wVhf06m/be+8N7Ogl4xaoakJ9ZnR2dXElmFeu5JbOaxBoSI0wsY4V2q2MVIlCxQxMYZ4oXny4okj/fNm5/LCY7k707/Pt/+T/zVd/519i59HC/7UM85Feb6MT/r7sewwr+6RtXShbZZFnxqWdu8OCF01w8vdk3iP5AxcAKH+2hJJRs/HTEucdfyZtHG/zWe36U973n33Nw75B3vPMtbKwVkll4ycDv/73+RMAwyNDZCsM82ePQkdveNg1EbftXv+IxttYL/sWPvJef+6Hn+JJXfykPPfFi0nxIu5gxv/0sfr6PKo8xBA4OD9m7syf9d6PJBwPGWxusb4/78jhYTeJB+VyIIL6idoHj0vPlX/4aVL1geXzEeLQmDIvEMxquY7MRHsP61imyfMh0dkySD1BKk6U5N68/Q7ksGQ3HeN9Sty6apzTUlUJF7FgpkeXIXMJ0cgyIzPXW9g5ZnhNMymMvfTnGJiiTR6tNzTCTxvJqeMrTkToj6iGZbyvVm1YGHwfl3va1X8PVq9e49vzzPHDlYZ588knSRGPwWC0ibL1rl1IYFaQhbwzWJtJojlC7d40cxtrIxtcJHX/dtW30hDjRhuwy4a5ylBIgvn9zYvXFS4MKRuZR4gAkrVAO4sqWyjSuq6auRZo9TWjqihA8RmfYwkbP5UDrAtpaVGQIZYklaLBOJoer4Hv2VI+gnmCmvZBqr7oKKeY33aGZaIPSrrf0BDl4l2UjMzhBICqBfQNV3Yp+Um8c5EgSi00SUUYNIQ6BBuq2xbUC4RECVVmJA6BzbK2NKIqcyXxJU7c0UaE2DbAoW46mc5aN49lb++Inrk54LwR6qOgkpNzd7M8RF9FakRnNWm7IjCLVwqRSSvoPBtMrMnS/LxAwVj77uLC85MyA3727+HNbMfyxhbzJ3m1+8Qf+J/ZjxdAtTtXhrnTrsA8ZaNUZifSAEiAm5QJ3yoJ69vodnr5+l/YFK3x1iHePv8P/O2VERVAWZ3LGFx/htX/xu3jyK97Ixz7ySX7oX/0I12/cJSQZQdtIO1T9l2SwAXwsjpWhs7iUfSXwWP9eEOloHfFzbQyPPHSZ/+F7v4HL50Z88P3v5SM//yPc+uj7OX7mt3GTXdziCFcvaduSW1ev4l0rmVWSMFhfZ/PUFtbamLmJX4GNAUhpjTIJi7JlVOTkoaKZTxnmBaBxQTFY32awtk1WjDl38UHOXbrM+vYm47U1bly/xnh9m3QwRJuE9fVNkXNWMvSTJAmbmxs0TdXj2tPJBN+2sQmtyPOM0XCIsYqDgwPyfEBb14zXtzh/4QLnz59mNEhkEjraRobgRIbEtyLXjO7lvLspbGWMTNMazfb2Kb7127+Nl7zkJSxnc47u7aFdS6ocBodW0SxIy8yMivfHaCNDgfMZZVVSlks8Cm0zknwQp2kbmkamhzvK5Ml5D8ma4zRUN5ngA5/zuInrRiuNUXa1KvTqp7U2mCwnmAStxafAKMNgUJDnGVmWyPPW4l09HBSsjUekNumDRJIYUpuQppbUmB466gfw+kBGzLxf8DZR/X70/b7rqicZyEsTI01jrfpBMwI9XORigtQ68THoPmDTtNRVjfcOmxiRw9CIvH2MQK2TWR7vHMNBSpZpnGvwrkVpyNOELLUorSmd48a9Q56/s0/duL5S6/4M932tUApjuinmVcXU6YQlRrGWdUwjomyLVHqKE0+2r6JWfi3dX45zy0vPDBn8Oa0Y/tg8mkEqhg/8i/+Jr/6uv87OxYcFI+b+h+MVdMLZKMlC0RDCihYqZFbilLSwLG7c3aeua65cPEMe3at6VtCJBbHKGqTBveKip2TbF3nlO7+d8fY5Pv7+n+JHfvDHeOfXv4vHn3gE42SzEBw9VbXrVYRwIlhEHSYUnYlJiB8y0InTib8tSrGzs8X3fuvX8JM//+v82q9/guVswqXT2wzzAms8B/tH7O0egHfShDOGLC9Y2xhhk9gE7TDgODGulSxmvObSqXVO14768A7BaxYOap1hiyEByPKctfVT5EVBuZhx6+ZVfvs3fo2z5x9ka2eTo8N9rFacPXuBtq1pfUsxKBivDVBGAvNkcoxNUsZrY4GwfUs1n7E3EyMZa3NGozGTw32e/tQnaF1gbW2NNDPRBS5OiMedJYNvPgZXCbgYi7YF2tb4ViAko4Sd9ujjT/DN3zri7u2bbG1tkJqADi3a1ZhgUWhcCLHac+Bb6mpOtZhzcHjA3rXneOihR8gGa6A0TV0TWxjxOcr66+/1ieRAaU3XjO4gwxeGhN4Pu+MuBC/vA+k3KK2x1vYibmk+iH7bMu+hFLRDga0UCqNTBnnG/v4hy7KirGuqukahGBQZzkPjHIGy75t0sFbPh+g/R3fH4/f1qhndfyakSUsQrD1NNMFqyqqNGXnAWE2SWhZlE6G1FcnDB0XjPTo2r5MsoSprgtFkSUKeJygM08lUnrtSJFYxzBOMsVRVLUNwSixtu55EXTUs64bZsl4dyuHkfe8QBgXdHAarikn+XqoAozWJVQwSzTiTKsHoKPNiiLL2K2WFXlo/QpMr0pr890aR8CUX1/j4zSnz+v4B2//crz/WoAAnA8P3s3Pp4RN/IzfbKC2dBr0aqVcRGxSb9JXGqlKgvOrxoXtHE8q64pFL5xkPi5VsdISd7od/OsxgNaUaADPc4vHXv53R+ojf+Nkf40d/8Ed56zvezmu+7OVo7YWSR8d/loG8Xljsvr4CJ/67g8JiAEGhjRwCHhiPN/hL73o9F3bWee97f43y+JiN8Yg01Uz2J6gQB9JQZHnO+s4axSBbwVcnIqp3kc+uNSYxaDJy01Iv5kyPpuxVDm8zdJaDvYm9/hzDtU2apmU6O2Zvb5dsuMGlB66wmB5TzfaxxuFcRbmc0dRLXFuxsXGOuq5YzJfUrSfLDVliGI4GzKcT1tc2qOqKs2cvkqYDJpMpddOilWYxO2Ixm7C1tf4HStGeFYJkkEoplDHokELqSXyLq5d0FMokSzA24dIDD3Dm3FnSPJPeirVSGbhW2DEBfNvgqxLXLKmWc8pywc0bt7j0wGMsyop6fo3R+iYmGcSKQp+AtOiDuxyWOs5rdAtxFRQCevVsWFWW3TLvNXr7/oMEB62C+DXgoF1IdaOVuLUpYet0MEtZVjjnca1jWZYQBK9XkWlFiM102hMN5hOvq1aV9KqOpmff9EgY0LQtbZAsvchSQvA470iMgS6bNkJ57naoJECSyDVxYl7rgAmB5ULmW7T3WG0Yj4ZopWjqirKqZf7Byj3sZlysUZjUYE1GkmaitOrn1Asxy8kzmfZuaoG4OmbgfZ/7RGLYDXjKI9MkRpEbxXpmsIpIjxbq7WoddLCUPC/6c4CYRAgEapTBGMVGqnnVA+v89tXjP1eB4Y89KIBASR/4F/+Ir/6u7+fUZbHq7FBO8Gh0zOLjTVdaFmoI+BBpcn06I2G/W/jTxZLff+46D5w7zanNdaGsnvR14AW44okzu69D0iGXXv5GhhvbfPQ9P87P/eRPc3hwjzd91WsZpBm+WoqMBPRwQgim//1dg7HLtsTlLDKrolqsRoERqq3zLYPRmNe/7pWc2Rryvp//IAf7x6RaCR9aS4MtyzJGm2PWNseYrvRWsTEo4G+fqWA1rhEefigXLCZT9ucly6BxzZJQCVdc62Omh7s4H6jrhlQbhplldnSPyeFddKhQoeZg7y7NcoLyLaGp8FXD8dERs9lccNjUQlBYbUmTDJ8knDn/AJub5zFKc+rMBaEXuiAmNSrgW493AYdDuOEvMPPxRKhRo23StXLRGoGpohAcSpMXBWkuQ1wSEOSnnWsIrgU0vi7xrciKKAK37tzl0pUHyUJFPTkgLwpcOSN4j8lGaNMd5t2MQlypSomdpTUobfphMaVkjkGrE1WtWjVs1So/EchPh16eAmTOIctS6jSR5qbVtFXMUrUh6EDja+q6YTpfCM04BJq27Rk7gUBQwpqT4zmukQ5W6TPauOZXW6H/vjitSuToHMm0EtE6iM5qQaw9EysHYAjQhBZrRAyPID/XOh91kzwhaFrnSa0BJQGtrCr2D49IE4PSQfpBGnHzs4kgBQaGg5zxeEDAcHC8oOoUZLVCWUuaWYyxzJcVi0VFR8E98ZGBVUDoxPS0FmGTTCtGiSE1WtRyVWw6d53IEDrHTwmoPionn0wIYsJnbISolGKjMLzmwU1+6+ohs+rPR2D4EwkKsAoMb/3uv8GpyzL53NE6vRLKl1BWJcvogEITS3kJDKtgoFT30AxN63juxh3KsuLC6W1WGcPJPkNfb6xKZ6UiJmnwyYCth17O6//yGh9730/yG7/6IY737/G1X/e1bK2P8NVcaIydbqJyqC6YBdnE0lNw8VUiHVfJphWRVKEzWpvivCLN4cmXPcl4VPCLv/Cr7O8dY5XBJhIQ1rbXRN/frMrYju4XOsxbFMJkEfsaVZc0ywVHZc3CKxwyAR06SQ8vjJGuE2m0oSln7N94htY5XLNgc2eLaj6lLSucd2LM7hyzWclyuSTPBygtAnhl1eACHB4eU1cNdd0wGq0zqIdUTUUxHDMej7E2AR/E6zeJAQ6pCGUEPcp+IzRFrcEbMEmOCw5N2Q9bdS5cRgtlMAA+tCivkQNd43yNa+seFw4oHnzoEXw5pd6/TlVOCZnBkODrJTbJUUYYSCFOcBut+6E9lIqKqfE3KqTCjfDQCyfrUaqvcTtjeaVCr4nUu7Lh0CbBpDlJmtHGCXJrZdIXpTia7rKs5d4u64o0TcnTDKsNtZdKwhrTJ02276nIgaWUSFl0fYiOqSM7bFURsfqjZ/50LC6RZBeIxaYpTVP3m0qqMtG46oKljvdPKR3RXLlvIUC5qCGXpMooojKqzJJ0aqzetRwcHjNdVJS1RxuhLltjcB0ZwLWk1uDSROiv7Wogr0v7TkLVHQxtlaJIFHmiSI1QfHUUGVQxOIgGVIdRxRkavRL4k8BB1I5a7UutNBsDw6uvbPFbzx0yq9rP53j8gr7+xIICSGB4/z//h7zte/4mO5ce6h+CAjxOZIiDgUhDXVXk3QpWOC+ToqurW+SeW3v3qJuKS+dOY09KVbB6kP0RETP6DopCKYLOyE89zJd+3bezvrXD7/3qLzKf/Vu+5l1v59L5bUJT9UqOq5ISwOC8O9HMWkEJXUMiaB8XpSaoIIEhZhyXH32UdxQDPvxrH2U2Ew53XiTYVDD4TptHOS27KHi8b0Uaw7ci7uIb/GJOs5hzvKg5asApHWdBVhPXXnk8WrSfFLi2wbUNbd1lW579tsYF8XnQTjOdTxkcT7hw4RLLZYVSivHaOlmSQgjMpjOOjo45Pj7m3v49zp07x4MPP8oDVy4zGo3JigG4hsViShFGeG/RmphZBtAGpdMII0hzU+Az4QSaJJdMVRNZal4CdDfn0jrQSsQXlQTf4B2dwx6IFEeSWPYPbnP1k7+NqivGa9uAIh2OscUAk4gTXOBkMhG1sF5o8NIDYXJwdIfhSeqPIhA0/RqQd6MF7lEapxXGJKT5mGKwpC5Lgve0dRuHNxtms1mPqwfBrrBGkydJXHka7xzLUoTyjBbFVKM1aaoZpJlIbDsoW0fT+gjxONo27h3uryJ0lMr23hNMXIMglamC4F1kFMnnlWojHpSRGdfttMa1+DiE1jXGkzSRCqdLToAkCucZbVgul8yXpZANTEKSpgQPVdtQ1g3eB/I8FWE9FUgzg8f3jMGuNySfpduPMUigyI0h7yqEeAYRiIOI90uKy5OWe98ZiYWIufVrIfZBV31ExfYo5yse2eFDT9/7zz4wqPD56Mly8uD7w1/rp8/ztu/5m5y+9MiqvO03l2QQHULSHdzBq9XhpkK/3/tFEESS1ygYFTlXLp4jz7OYUZ/AGMOq1yBMAlAqPmyQw9K3UB1y42Mf5Lc/8LOMBhlf/TVv5kWPPxwbmhIQYos0HgJ6xVjodfXD6s9uGjpmZR2SHoLHtTXetcyPp3zqo7/D7r1jjBWeNiFgjIn3PP5e3xB8K4eh8wRX4+ol5fGM/UnJraVnHlSP9frAytwI8B3c1XXg4tUZ7TRtoGwdtfOYRPj626dOc/nKI9y+cwdA6KVpQp6mHB4dMjk+pm1bjFFsbm5y+cErbG5tsbm2wWA8YjDawiYDxhubKJ3Qeoe1KSbJ0HZI0DnaWLJMMUghtTpi3C14h3INliDPyjuCF1/hEGSQjhDQxqCtMHC8l+yzjXCNVprDgz0+8vM/RqEbNncuUIzG2HyIzXN0WqBN2sMCxGa41kYOgIg1E7X7V/0jZH3K8bJa5KFb0Suohrj2vHPC4HJOZNPLisXsmNnxPovpAfPJjLZxNK7lzt4+y6phMptz794+VVWxsVZQpCKp3XrHwfGMRdmusHylGBSWPDWkacZ0tqBpHRhh8Xjvmc0r5oumh5m6JmtE58iNJUuMKKIiA6goLxaeDsqqoXaeuhHBPFToRfRUhGFArDqlwpBexCCzpIlBmwBxYtpGVlRqE5TRuKYVqRZjpWntwHlF1TbcO5ygUGysr2GtYTafsygbqqrrpXQwnloFBEVkjkFuNRuZobCaJOZYiekgW6mKVizCEJMnHa17iZ4xUYq7m56PAaL700QKNMDxsuHXn95jVn5hBobP57j/UwkKIIHh7d/zt6T53AWGyOKRpNZ0LwQoETZ1LzhoWQUFFSKO6aU9PUxTLl04w3g8ir7JMVPoTH/kw8phrYhSG1JX6xAIvkW3c+498wk+9HM/RjM74M1f/SZe85ovITMBGge0J8Go+KdklZI1rbL0EE11+p8KYZVUqoBvGpkDmB7z1Kc+w/Ubu2idRBhAMmJB1CQDxTuCc+AaXDWnni04PFry/LRmFmKFoFYsE++6+xUlEeI7vt9xLcTmo+gfzWpH1XjQisEg5/KDD+NRZFlOkqZ0k+l7u3dwTkyCTp0+w6lTZyAeBOPxkIuXH0BhuHb9Dp/57FPcvHkdj+flr/5yHn/ipTiVc+XRV7O+dSpmwZ4iDXHTRmZLcFgVMASEEdai8HjX0FRLnG8EdrIWEzWqvBflTWUtdV3y/Kd+l9nuDXbOnqaeTTHGkoy2SPMhSZLEA391qMhhIvhAJ70RYtO5X5uKHhrpv3fCJ7sPujFTBo8PnrZtIlYvYnH1csF0ss/kYJfl5Ji6rDk8nnBz94Dd/X0Oj6YCN7UtF85uMyxyyqrkcDLjeFrK4auVzAYYRZZZOXC1ofGOunYslzWtDyijmc4rytqJQmp821aLjERiNXliSK0hS6S344PQRD2KpvUsypbWB2E++Y5y3g2DyTprXTQFQhq4eaIpMkuemX5QNTGaQZ70g4TSwonyItqITHiQYOy852i6IADj4RBP4OBwwnxRy1Szkiqz+7NrLotHA6RGMcpECjs1MsNilSax9IOAYi4lsuH4EIdfJSkIIYCXiiIx0l/pGFt9QIhUaxUhRqUUx2XLr33mLtOy+cMckX8q1+dz3P+pEW2Pd2/x7/6Pv8/etWeEbQPoIOWc0SJV0E06KyW9Ba1lXqHXxYH+oaBV/L5syEVVcfXabe7u7p8ICHAib4s4cV+qdKigBA2lcXbI9qOv5I3f+n9jfPERfu5n38cv/MIvMi1bdGrR2tLx1SO4LIsh+tiGOPgjtoarM+RkvR5CILggUhw6IRuOeOzFj/PoY1dio2/1GYN3Ahu1jWTPocVVC9rFktlkyc15wzxovFb4k4cbUtKiBH5RIdwXEPrGaLeYEVmJpJMncJ75suTu3dss55PokRDQOiHNB6xvbJFlGUVRsLm5LXr1wZFnltH6OvfuHfCpW0t+8j0f4OMf+wj37t3l6OAen/m9T7CsF0wnu/yr/+N/4epzz9EqRYOl8ZbGKxwGlEHpJPZHDMomGJvHoJkAgdC0uLrGNTXei6i0TKQ7gmuYHu5z45nPYJOUpz7+YT7ywfcy3b3KfPcm83t7zI8OWM6mVGUpswpOqMgeBcrEKsSSJKnQjLUReCvEprR0D5DJd3EwC90JGTsbIbq3SYGm78swdSJ0TK08qVUQKqpyzmR6zP7BIU3dUNcVwyJlNCjidG2cDfCeJDEUWUqeJeRZGo1zFMpohsWAQfw3bYSaxE1tVdsoOgl2IsberReFSRXaatF9QjSKiiwRKYj4eyLvYbUfEejG6A5uQyS4YzVjtZWp4eCpq64/EXsRRpMmKaOiYHtzjbVhgTWGumkxKLI0ofWetumMojrIqNvb9ydqiTGkVpNZTWZF588acQ60VsV+BXRMJXdCIFOqQyXGRAGIJBDTs5k+91e394wx7IyHvOnJi6wV6R/ukPwCuf5Upy+Odm/xC//877N3/ZkTEV2Ep0SPRAaQTGzSdSWg0V25q+K4vzqh/ROxPi1MlLt373Lz9p3Y5FV8zrioInzVr6VVtA86ZXzmQd74l76Lh1/9Wn7t1z7Cj/7IT3Dn3jHeWlSS3AfBrJhOIWaHvi9B+wWmI7MlrBaPnD0GawvS0ToPPHaFx17yONYa2qYhRNcsHaTJ7F0rdMvFkuW84cbccdiCe+FnjO/Hd5WGj52NsKptTi7kbnK7hz6CBI+2dezv7zOfLcS/t+9VKHZ2zrFz6hw7O2cxOmEwKCjyghDgzo3rPP17n+T2EorTl+Q5xP9Njg4plyU721tcf/4TvPvf/G/cvvpcxM8NgQSC9JlEudRikhRtM7RN0DYDbeUQdh5Xt7hK9Ha8bwl4tIZqOaeaTjh38SLNckG9bHniVV/B+PwVNs6cZW1nk3w8IsnSXqBNKo2ACx7nW1w0sBH/4xgElBK8RRu06CHQierJEJ6KIGNXnco9fuEalAxUpL1D2+CbitDU3N474ObdfZGTqFusNpw/e4oiT6hqyfpRijwOtg2GhQyIKRWfWUvbCkylVSArEtDgWqkcvA99Zt9x+rsWSFfZhOh/oYikgCBBYG00YH1UMMiTWFUoCWZIi0u2lXxuF+S+tS6IkmusLFKrowx7KiqxsbGdWEuWZygFVVlSViWz+ZyqrvEqkjq0ompayqoBFDYygF6YuXcDs4lS5HEwzSiFQctAntF9Nd4lEr0eW4znYhLmu6MiDu1pOav+A8FAR6ahMQmJtZxaG/CWl1xmffCfX2D4Ux/JO4oVw+61p1cZfTyQOzErpT2GDvOUh6pjFtM1tiTTAWW6xUF8mp7D/QOuXr9B09SS18fXWbWepAG8OhjjFlbxluiUdO00X/aOv8Kr3/EX+exzN/ihH/oxrl6/S9AJKklRxvYH/n1XhDE6aEpFLNoovRKPjZi3QrDN1KTk+ZgLF8/yklc8STHMadsG30qACV4Oj2Y+Zz4tuTkp2Sud2EOo+1569bpKoYhTxLxwhuPkFfHyQGSQqD7oeQ8Hhwfs790lTRMGRSE/qzVrG1tsbO2wf2+XNE1Jk4RyseTOc8+ynjr2fvPdHHz2IxhjsUYGzLRSbK6PmE0OCd5x6dIVnn3qKXZv343P0+KUIQQ5ZI1NBJJTCowlGIsyKVqnBBR1VVPO5vimjtHM4duG5eQIYlN+snuH85cfZP3UOYq1TXSaSyDVFm1TbJJhkgybZdg0FRVd1bHMVkWeD2KgI0tJ/l6hUcaiuy8dq0ilogR3XE/94SPDddLcFFaatgnNckldV9KED4q6cgwGOQ9fucCFM6cpsgEgCqRl2VJVDVkmTm5FkaFUtHitW2aLkulswWxR4nwgSy15kWKtzBoo4v5R9HMSBB/VAmTIy6o4bBdE0K5uHE1b0XksaKXoBMbVarn0DKhOzltkNoJ4Mjt/Ijv3UdgxKrUSqMplP6ORpgmDgbCthALbMp0uOJ6IGJ4xCpsY0lTHAU95/e6cCEFeyxihfBsdhyhPfP6TTKMumHQPO3SnRKREd72Ebq+thuS6hJD4swlWaXRQJFZzaWfIN77yAbZH/3kFhj+TOe2j3Vv8/D/7++xff/YPRN4uo1XKdw3+KKYXH3p8Dl22Y9Gr0jgqVkJgMZtz9epVluVMkjsCumsWnzwg+3L/ZG4HQVl0tsbjr/kq3vDN38Hd4yU/8M//T37nE5+iDchhoOPWOJE1SIYhXyebYGjQmF6yoqOzoQQuMSYly0fsnDnNy175YnZOi8RE8A4dAm6+oJxV7M5bjkPMUs0JKCysegRClFIrcb+Tpu4nP/uJKkcClyK3Js5oxN6O8xwfHXL3zh2W5YIQPFVdEYJjvpjy0KMPs761QRMCBwdHHB4vyMYpb3v7y3nlqx5jNB6ijWU4GvLlr3sdO6dO8fGP/S5veus389av/zZe+povp67bmJEDGGFRaaGLRha5HMhovDJ4ZQk6wXlHtZwzPz4guIa2LqlmU5pyQdvWLA/ukWtFdXzE0Y0bzO7tUU2P8U1Lpwshg29x+A1pdhobg0OEbKQvE7/iKvLdv/UnpoXVKtGQeYIVPbMjQKgQ17HW2DQnsSkkKT5AUWiKIuHM6U0ee+gily+cI09TtFIUWY61Kd571sYDtjbX2NpYE39lB03jKauWyaxk73DGnf0ph5MlbSvrXWvVw6kC89BPm8sb9pIJQ9+nyxOLjdUAPkRLWYfRocfkrZKp5SKTDPl+NdJoDeuJyrMyte1amWGQyWZDmmSkNiVLUsaDEVmSoJWJUhmyx+bLiqZxGKPEgClLSLNUJDmsjg1j+XwnADxZURGCDnQbfEU1pYP3Qlj9jsge6+5TV+udBKv6Pd9Bg0pjlTDFrFUMUkNhAg+dLvi2r3iAnfF/PoHhT5SS+h+7jnZv8XP/7O/xru/725y5/Ig0QnXM5CPjSGkvWvXIwwl0onSqZxKFvhRWdNMnoqPjqaolN69f5dyZ04zXt3u+tnphpL9P/E5+ade30OmIK0++ho21dX7pJ3+If/2DP8Lb3vZm3vi6ryCLCqni49l9sphxREKic64vbUUhI752Jw4YGUGynjVpNmJjx/KiL8koBs9y7dOfQdUl5XTJvXnD1WmFS7reRv/P5ZXDarJ2xc5cyWP0lLpeg3/F1RZ7RUVmDY7Aso1G7kFRVw337t5h59QpUJ7p5JjpNHDm1BnOnjvPfDGjaR1nL15ia+cMv/vUp3jJaMTXvP31hDCgbjTjtU2CzfnVX/0Ipy6+lNd+7Tewc2oH7QOsj6Xx2z8Cgw8Or2LvJrJdvPcRHlFUZcvR/gHzo102d7ZYW1/H1Q11WaLQuOWc9ugeoVmAVozGI/K8wCRJbPbWaJQ00LURCqLSgImkAHUCGpJ7vBq47JKIjuIomIOoq3ZsHB2H6GTIbAVPqj4wGKUwWY5JCoKakCYp62tDBlnOztYGg7ygWs5BO2HptA6jNNZCkSZy8Eb3wtZB3XqqxsWGb6CqHaXRUfBNoY0i0VoALrXCyq2Ww9locMEBph+oS7SnjdTMDmcXyAcSDG2UulZaPKCd63eBVH9RzdW3ntI7rJLXN1aJMZD3uKZCEUSqBFE9sEaRpSl127KoWrEUNWCtHLxdBR60xxgd4arIUDP0a7djGSp1ct93UKkEAlFTiISTINCS6aCnKLao+n124pl3v5cIf1uR78isZpgp8tjTuHJqyHe9/gr/8leeZ3dafd5n5J/V9WcWFCAGhn/6d3nX9/0/OX3pIXwnMKJUj3WqbjYglqWqHxuFoINUFtFIQ0p+jYnDY4YAruV49zrUM0bb51Ek92G89yHy/YOOdaQPgCaYjO2LT/D2b/s+fuMXfoqf+un3sX/vmHe846tZHxby+riTq+2+w/q+ikGpXt6bTkI5Qj5o4XfbtGC8aXnsZRmDouCTH/xVDhcNt8qW1piY7JzI/u+7q0qC2onpTOXlMDrJPOrfT/fzMTAoqxkohVKORd3ELNpTl0vu3LzO+csPIlzxjMl0wlOffZrjo3vkRcGjT76E9c0tLj3yCB/5rQ/xmc9+kNOnzpAkBceTOUfHDVde8lre9I6/wJmz22TGSJM6ibIHSDAPQeGcUBNTYwjK45oW19ZU1ZLp/hH//ufew8c+9EskquGbv/1b2Tx1Fte2ER8OlMeHBCeHzWBtLI3CjteutfQqjKXLjwVOND3zSBL8WKeoFQNJ7r3uK40Qi9MQM+H+eyH0PHe5t4JJOxq8Evy+bVpRJU0zyqA5XrQs5xW5MSymx6Qq0LqGxWLBsqyYLRZ4HyiKnCxLcG2IPgWBsmkom5YmTiMLgwjaNuAifdToaE0Z95lB4CBrZL9pK03nLBWaLyFQleJzECI2b40h0Yo29p26g9NHskUHPXSN6x6DI/L/Y1Im3t5CV5VvSjBOkqQP0nW7kIl4t5pSTmMwDN6jjFQRbetp29hD09LjcP1coySVLvZTupwt0EFNJ/YNKg6nvSAgxH3Swb3artQNjDVYrckSQ2pECmaQKIoEUhNI4hzJle2C733DA/yzX3me3UnNF/L1ZxoUAA53b/Ez//T/zbu+929z+vLDK0EWVomjRjLrLlBI5I9bNwizUBakkunUIA3HJAQS1ZCpGnd8nXk9YXj6IbCDuE59L87XQ0edETv02R2AVwnF1mVe9xf+Cmtbp/nge3+G/cMDvvEb3sm5U5tYZQEvPNo+tt3fb+gYP6bDnvs8pts3kd7qPeiEYrjO5cceIxsOeM9PvZ/p8a7MMMSsnpjREkLsG9Bv5u4Ohtic7Ere+wb8up/qMiAtGax4DciuWtRVtGKsOT484NTZs6ytrbNcLJgv5xzs7QGBrChE/tm1nD13jq9669fy/DNPc/PGTQ4P99naOsur3/AmnnjVa1nfWCeL0thY0/eTpJRXvS2jrzzOiN5OXdXMZzNmx4d84jd/nY/96geolhPulSU3b9/h0pUrBAJN0zI/nlDNZ7i2whpIE7CJiaR8SwjSFO4+o459i25imRNMk5gH0o9kg/QcVEA51/dxBA6UCqdrJBNcDBhyiVmRhzaKz5kEvObwaMbxtGFyvGBrfcTDD5wnzwQqunewQEWHvMPjOVliyWyKCZbWVyRWRUkUqUmEASOHbt24KDOtYlEae03xgO8gJe+CzBEEmS0QyEpkL9rW4ZZy2iuIDmkK17QRrxf6eN200sjWcS+qDrrRpImRwzx4fGyEGx1oaxjlKQqxiS3rGm0No7VN8mJAjeZwtsA5aX7rSDDxUbyvdY6mceJS50JPmCAEWi0uhD2jMQS0MrEi9gIDhkDnK6/iG9dRAuPkzl3B21EP6wTcbZD+QWI0eWYZppYi9WQmxPsDiRY4/MqpjP/mzVf4J//+ee5OvnArhj/zoAAdlPR3eef3/m1OPfDIfYdqP2KO0C670leaRQq0SFMa1UkhyMRDBiR4MtWQhhqFg3KPxe2S7NQj6Hwc3eDozmdwoYcJuktUViOUANjhaV7xpnewuXOa9//bf8M//Wf/mm/55q/j8UcfwsZMAwVdHf255ju6KiLoWCG4+38uqO6QVKSDnHMPXOYvfMs7Me/5IJ/6zHP3HVgBt9LM7xoKoat/fPSFJm7Yk5lP/PkTPZHudyYKUJqMQNNqGie2j8fHU57+zKe58vDjqIBoI02PyIuC8/Yc3rccHtyjrEpGa+u87OWv4iUvfw3FcIQdbLJ++jKD4YjMKJK4wbsM0cceCCGIs1jwVG0r9o5tzWI65Xh/l9/9jQ/w6Q/9Eld2cnaPWg7mS5575nle8YpXoI1hOZ9TL+e4uqRtAqOtEfloDZMNweRgMoLpICORKvHI0Fo3QazCyUAgfYTQBdb4s0pJD8L7aA4V/06mrl0/0Ut8xME7XHB451BeGq1N0xJ0Sgiag8Njmtoxp2RydIAajzBJQpFnaONIkpTNtSFFljDMpXG8rFvKuhaowwr8pXUQOmZmyfOEZVkLrOWkYkDFiaAIIwYth5rViOSE1kKtth28BEmiSbO071s1bYv1yDMLAtsoFNbSG/gopUg0JFoTnKdtalJryHOLQg7nIrXgW2F5NWLilKaJ3HajGeQ5m2trtP6YunEYI7/Le7nXPWIQ77H0eCBoxRKZcNfKxga0loDcWQR3lXG/Jz0omfNYzT684OuEppKgyzKxnSWGYZYxzC3DDFnfWqGDxxixAiAmrVd2Cv67r77C//qB57jzBRoY/kwazZ/rOty9xc/+s7/L3rWnZUYh4sn9A4mlqaCJcqO7n5NekHwv0YFcezLdMkwqhraisC25cRTakbZHNHufhtkdlF6V+7rzPjlpuxhOLBp5VUBj0jUeevlX8vXf9V+z1AP+l//9X/OhD3+cykkZjLbR+rGDo15QMRDuk+44+ff94dx9bjRJmnPm3Hn+8l98G69/1RPItopvkBVzS0coyAdpanpYHWYvqBKIG0VHvRrRbtInBno0qTEM8pTECBblvGdyNOX29eeYTPc5OthlvpihNBSDIdVyycH+ATevXef61Rs89/w19u4d4DzkwzUGeUKmQ08tNhYJ4t1krZKMzRhxKwsBlmXF0eExzz93jff91I/ziQ++lyubOYMIO2RpwtXnr7KcL+Ok8ITJ3Vsc3rqDTnOS8RZqsIE3BcEWeJujbI4yScz45UvmE2I22A2waTHkwa5opx20JLicPONw4jkLq6y/xfEZ+QgpRjZZkK+6bViUSxb1kqYq2RhlnN0ZMh6mgDTRfVPFgb2SLFVsb45IrGY+n7Ksq2g36mNxGFBa0fhA28hrFlnCeJiTZzKcZpRASFkiQSPLLCY+c2tkojkER12XTGYzFouaumqpFrU0h1Hg6XWRAgK3DDJLkYrIX5YYxoOEcZGIs5nRqEhtTbQhTwzjIqXIUqRO9FjTSV/kFHlBlop8+NbGBmd2dlhbG0a7TBkkU6uYsEKoursdpKdWu8Ci9pSN0GPr1tHEfkvHjPKhq7C7xynJU88OJAbH2FjvnqnRikGWsDbIWRvkbIxS1nJFbjypBqNatBbHtm5vdvTnKzsF//e3PMjZ9ez//8H4Z3B9wQQFWPUY7l57mpV0beiDQGe+o1UXICTrEXkCmdBMlSNTLQNbMtAlhW4ptGOgA6kJZCaQ+QXN/tO0R1cxoY2MphMHt1r9+UK8XsVX9Sbj9JUX8Q3f/d9x7vGX8QM//FP83Ps/yLRqAAM6QUd8FE4c9v2vD3SS+0p1Ql4nDpd+hD6axtiEte1TvOvr3sy73vZqwYa96+m2Eg9OwlEhypX9B64TkFOXBaGV3MQ4/p/YOASUmKgTI1jufDqhnE3RKlBXDYvZHB2zSELgzJnzAAyHY7a2tknzIVmaREhBmq/OtzjX4nwTJSq6L9/DHGmSk2ZD0rzg8PCA3/nob2KMoXKe63uHPHN3n8WyZDmfcfP5p7l39zb7157j6MZVkixhvHOabPM8JGOwOdhUgHOlRKb9xMDZSagoRN2hvsf1goqqXw1aehH3nUoxpfAh4F3X8IyBgcjjd46yWjJfHHM8ESmLItNsjg1ntoakxopPtVFkWSqaV0omhFOjGA3H5EXBeDQSum8Q688Vv156DMuyomlavPesjwq2NoasjwvGw4zhMGNQpKI9Ja0UEquwxmJtQpKkDIpcZh08tK2jrluWSzFdUipOQyeKIjcU8b1ZJVmyVaKnlFtNkRnW1wrxTAgyiJlojYrGSgZNai3DPKfIUopUXns0GGKNpkgTBmkOXqbBmziPIe9DkSSRSt0vbWlatx6q1rNoPFUrtFuPVDOudf0+gCjKqLqBPrXqiUTarjSe5XWyNGGQJqwVOcMsYX2QUFiPVW2cnBbmpPiSy7OX+QnfP58Hdwb89295+AsyMHxBwEcnr8PdW/zs//53edd/9bc5c1n8GNSJ/6O6WjFIai9S0h6NJ8WRK0dhGgaqIcdjYwXhQ4ctSsOR0NIeXaWsK5KtK2id9Afq/WepVCyaqC2kNAQXm5IZo52LvP1bvpMP/+LP8zO/8F5279zlL379O9jZXAM8ysrhjfOrA/vEYRO6Zoai71/Iz4RVkAgiBBYwZOMdvvINr2Vta4uf/Jlf5nCyiJ6/EsG00iIWRujvz33KsScPtpgZayUcbt+XygaFuOKZVjasQlE2Lc4LnbBZlpggzUrXOtIsY1iMydKWEBQPXH4IrS3WJFH4ENrIQw9evAA8KmK0RnoJHmmUdo8bhU0yRhs7fOlXfiVnRpry+B6+PGb7zjU2d2/RLEuGieHwxnPce9YxyizD0YjxzhaDnXOYfINgsjhXIrMJAh0J/GNi/0ShYtUQ4SPVURy75uj91VYnOOiQgcUAEIXkuqOgS0F76ZMoMNcEx6IsWSzm7N+9w/Rwl7Vhwqn1giyxLJdL2laeoou/K000w3yI9w2Hh/fIBwOMTVGddk8Hb4R46HnJZvMY2BOrGeTiV+1CR832wvuPlaccfCbGONHgMkahrfQGrLW9Q113L0y8d2iBUjr4yKoQh0xVnKjvKOaaPE5GG60IHlrfotH4tsEER5YYPJpEO4rUcHjcUpZVbChLD6Fbwr3rnlY9PTiwGqhrFMxrcW2T2RIRUsxsp3Lse5hMs2pphv7365iEClPJWkORGoZZwiCTe5vqKMmifdw3oZfelz7FSkxP3q/cuyunCv7a2x7mf37fs9w+Kv9DR+Kf+vUFFxTgRGD4v/4/YmBQK9y2x3W6IzRCSSGQKUdhaoa6ptAN1ju0koxAh5irhVh9BNChpZzdYlHPGe48jE7X/iBDhxOvEzNACQxd5mdIhtt85dd+I+tb2/zSz/wbdu/d49v/yjdx5dI5CDJBiVIQKYt9AFCBVYyL1YJevWrPWtIq0jKFYZVkA17+JS9lc2uDd7/7fVy7dS9uhu4Aij2LE8crnGg0xgWqjO6BqPugE5TMQTiFSTxZlDc2RlM3rQSFpiXPM9ZDIMkss8MDhsMxxWDEcDTEtw6dJeR5IU0873GNVAKu2yQoEptgtKV1nrZFZC1eMG3qvQedcvbiA1SjArdc4+zOmMfmZzjeP0aphOXkmMpP2Tx1isHGOtn6Jna4CSZDmVSYXVrsUoNOVsJmWsgJvmeY6L6JL9VBFwy6foKOPRtxVwsuVjhKx8nvKFsepaFVhCN9fJ7eOUlMUFTzJfVsSr04ZjDMSPQAm1hsK03kLEnZO5wwXTRsrm8wGqRMpnOa1rF7cMDxtOFgOme+rIXFFCf/tRKq6too4/KZbdLEUjcNjWtEM8nHXkhc4bpjJxlN09YkicFoaWj7AHUlUhUhanmJyZBk1z7Kbjgv3gqdAkHnqSE9QE1mLUlCP/9g4mGujMboBG0UoyJhOMylwR2kWV5kGVlmqfcr5ssyWqeugnRX4VkLnZ9Dd7muSguKhRL5C2gpEkOKVL0d9VQKZb2q3BHGmIHIT4szFUZTWM0w1WTWkJiAVT56NMR/p1f7V+RRhCzxB6agteKRs2P++tsf5R///FNfMIHhCwo+Onkd7t7iZ/6/f4+7V5+i80lVYlKA9BpWomkJnly1DG3NSNcUqiYJTsq42BBSsbEkbABForq+RA2LPY6ufoR6dmc18wB9Od5BMV3AkOAUDxE5XSEZ8eIv/2q+4Tv+W+5NGv7J//Yv+fgnfx+v5DDqvIdXmHPgJK30/uZvl+/Qf69jGanYBFY64fKDF/me7/x6Xv6SK4Q2EHyEeBSEnuG0ynDvG7IDCJreZFdptBLZBhU3h+DFFpPIVHJmbdTbSVE+4BsnJXJwTA9uE8oFeZaSJJlgv1oTvCeJLnSuaWiqhqqsKJeVSBrUFcuqZFnWYvDuIq009lW89zRNw+Jol8O7t5lOJrhGXMmCylk7fYl8uI5Rip0zZxjunKbYOo0ZbKFM2t97dIIyVprLOurfRD8FiJPKsa/Q93NeABf5Tnc6/v8+ms30fQOEYeR9C87167UbIpQhNsT2tK7Q3pMbuHh6h9NbWyilKJdLrLXkeQpKmvvHR1PRBguBvEgJ2nL3cM7dgwmTWUXTymuniRyiZ05t8NiV8zx06RyjIqepa1KtSW2CMdKEThMrFpWJjT0cTWIMWZaQJFHqvHVidqNjr0RL1eScQEl13UjioYQWqlFkVjHMjPShfCAxGhMCbVNRNxXet2ilSK0WBzQgSwxFakWGAoVvG1zTUDY1VaTttlEuwzmR0GhamZRuGoeLgUBmGE7W29JfaFygaj3z2tNLoPeMscg2iiSNLo3qBtG66eUk0WRGszZIWB+k5GlKaiA1UVhQyWe1epVG9tWBksOkqxRAEj0d55wePj3i+9/+KOc28v/omfindf2pqaT+Ua+N0+d41/f+Tc5efijqtsj76HsKypEqR6EqRqZkQEmiWjRNf+aeLPu75pLzXqSAW8+srJlMl5QuYfvBL2Hj1OX7yv/uUvF7/UhMTPM7xdUQPMrXHN15lve/+we5d/UZ/tI3vYM3vu7LyKzuNf+FL98Zxd9/aK+u1euGEKKBulQ6vSliEP2ccnbM+37xQ/ziL3+SxscmmjoRWk7g9Eqv8gCZyNboxETp39hQDZ0GkO9hDx+kulJGY5R8ljYe4koFHnvkIo898hijzTPowTo6GTFc22A43iQtxtisQKcZBKIssWDJJs3ApAQMwSuMteRFLqY+bUtT19TlkuboDot7N9G+IbMKXItSHlfOWBzukRhIixxbDNFJATaJMtiJSEhbi06kp2BMIkNfEPXtOjhtRTns1k331cFFUuVpoc22rTjfedfFEojS6LRNBH5EcE1UZT1t2zKbT9m7c4sbT3+a3ASK1FAuJyigdQ3KKLIso2lbrl2/yWzecvrMGVwI3Lh7wMGsYe9wymIppjx5lrK1Me4lKJI4k1Aul7RNQ1m3pElCkafYRLE+GgGBo9mMpq5JjKJILHmek2UZ1hpc61ksl0ymC+Zz8e4WNVrVrwtrjViEKqjrGq0gS21srkplnRiFVj5qEEGiFEWaRC8FsNb2WX+a55isoAqKw4VjVnsOp0tqFLN5yWQyZzqZ0biV45xWooOk9Wpw1UW2XHeyKUTyYpRptgaWUapFOdVaEqvjICH93kiNJrE2KqBKv6VIE9aHKevDTIQBjTC2EhvnPXQ3tNitE4XSQZh8EKvSFUSso29F9x0fPM/enfKP/90zf6IVwxeUdPZ/yrV5+hxf933fz9lLD0nZhYrMIy8BwdQM1ZKhKkloMTTyMFkJvREzbdeVul6odYuq5mi+5PB4yXzZUrmEs4+8gssPvajH5Dt+iQodJHPC9McHsUc8UcmE0FJN7vIrP/Nv+ezHfpM3v+E1fN0738baaBAVT1v5OgH3dNdJmQTFiv7UZZrdGLcPnfSaB9fgXcVv/MZH+cmf/Q3mVYvT9zMyTr6IBAfoCmOdiHZPR8MMyGSrKLr61eaKm9caQ2pF5tv7hiwzXDi9ydmdbQbDIbYYk413KNZPY/IBebGJSkTMzgQIoY4bWqNtAfkQzACbJChlKYYjXNtStTLJGtqK0Mzx8ym4El03uHJCqGf4egLBoa3G2AxloyS2NlIlmAyMEUG9NJPvRwHErpFoosNaCEhf4AVr/Q/8N0ThQy++0N5JJkgcWGtbvG96Lw/vRZuoaRqcC0yOD7n53Geop4doL4cpwTGbHZNlCcogPgat42g6Yz6rsUXB8bzm95+5zXQp3gaxaGRtmLO9sYbuMn4dODg8YllWqCBCcj4aKRS5ZTzMpULQOvL4A4mV/o+Ng1kheOq6YVFWzOYlTS3zN8ELk0cpRZpagZyaFt+22EQzGuSkxkDbQPBoHUS1NLHo4Em0NKTzLCHLRDNLG0NQCpuk2GxEo+DW/oS7k5LjRcW8bKiblqpsWJalzEREaXgd5TpW7zvEakYG2gKSqaeJZpwbNjPNwGoKq2KvxUbznhg8QOTIrY0svMAgT1grUtYLS54mYo0aK4Q09k2MRpK+uEK0Ehl4HcX8ZAwiVidG2Ez31zTgg+PZ3cWfKJT0+Rz3X5A9hRdeh7u3+Zl/+o/4+u/9fs51FQOeRDlyXTNUFUNdkwaPVm1sfsn1wtxbDrYA3tG0jkVZMZkumM1rZgtH5Rpmv/txZrMFj734FdgkiQ3h+47Y1aVO/n4VWTiGYu0cX/1N38bmzml+8X0/y97ePf7yX/5Gzu5sS9M4eFT4XLMMK1nrQOjluFcDSCCyCd2LazAJWim+7MtfwamtNf7Nu3+FW/sT0H/g3fZZb/CxlI1BQJqHcjh6wavk56MMuBx60vAW+i9oHbCJZW00QBtLG7Nn3Zbo8phgA4QNWt9E16sgjB5fQXCiy68NptjArp2ialvsYJuSlqYFkyQS8OqFDIp5B3VDszxGNTOCm6NwKCMHXuiCd/eUYs8gvtn+878QFup7OLpD9MIKxTvxY/29Azn845ePLnx9gwgiLOX7g8J7R+saZpMpk4M9tKvZGA3xzspQm2sZjsa0rpSZiQDaZgxHCUnecDiruHl3wnRRR9kXWQyjPOXM1pgzO2M2t7aoFhW+rTmzWVC3HqsNs6Xjzt4+0/mCunEcHM2xVnF2Z5PtjXW8E4huRbnsVE67SlDugw+yHgyhZ1UpJVPRXgl7By+yHolRyGiXUGCtUuRpwiBLUSH2lpoar5VkzVaUZ30ILMtSKNtakWZS3anlkhACrbdo24lJGlzb0rbNfQQAebayRgUClWpimBgZJOv6RRLlcC4aAykd+2zyP6MF2hpnlrUiQlxWo5Xc19QocQeMe0L6hHL/9An/7Fh8020r3Sce6v5kDc3Dp0f8jXc8zj98z2f+zHoM/1lUCt21efoc3/i938/5Bx4k047ctIxNxZCSlBaDxyjH6tmsmsQBetjI+ZZFWTNd1BxO5+wezjia1JSVpw0KryzKFmyfu8RLX/FqRuNR9JTtBRDkDUUWlPzuTmr3hLxBcIR2ybOf/DAfePcPc3pjyF/91m/ikYcewAQHrpbGY/8Ju1PIrxgrL2hQ9QEj/r1UMNL0JLTgavZu7/GD7/4VPv3sVTlgdCflHEXKYrNbGw1B+IjGCr7u1Ur44yRzqWN3KBSpNSIwqAI2MWS5ZVgUbKwP2VobMcwLBoMhWT7A5gXGpiShlIPMtX02FwLYbMBg6wJtU1EtJ+TbD+LsGLt2lqAMzfwQa3PaxSF+MUF5h2rmhHaBCjU6tEIzNQZtM5RJYoXQqdmmYCzaJPHP6IsRg6pYeurIuZfDZPX+PEoLtzwgJT8+ROhOaD5th5NHdpuc1Su2kXci613XFU215ODeHs9++veoZ/tsrY8YDIcorahdLdl5WdI0NR6NTTKCXTIbXwAA4LpJREFUNtSt4+lrd/n47z4XzXUEgttaG/PSJx5krdBkaYLHMplMaV3NoBC/C+Vhtmi4e++AW3fvsSgbfPBkmeGBc6d44OIFJtMZy3KOd1GqQiuWyyV1lOuuI+vHeRlUQylsEDhkWOQsFgvaxpGnhlGRYXXANU3s2RmMDhSJZZgnIrjYOe4QImVbkRQ5SV4QTMLRsubmcc3xosYFoZcKS8lT1eIeZ23CYDCgqWuODo+Zz+crdWKIfRzZT9bAKNVs5IZUQW4jK8vEJrBZUWhtYkiMCAHmqWFjnLOWaYosJU3EyMhomZHqrGTNC1JPHZM200NEcvYoQFt9nyjmyeO3Gy4NIfDs7ox/+J7P/rEHhj838NHJa+v0Ob75+/57rly5yJptGeqKggYdHAa/ssi8L8WTTeq8jNiXTcN0LgFh73DO4XHFbNlQtV4w+aCxSY5JctZ2zvHES1/O6dOnhcrKCzKS4OglJuLRq4MXqYqOl+9r7j73+7z3x36QcnLAt3/bN/ElX/ISyVoayZq7yzvJtPrXIA6lKQGthP0ir9XFEKOUWFR6B9G6czat+Imf+ff85m9/Bq+FOrlibEVcX2uMSuNop4lTvXFCpM941clkRuh0rVhiplYalmmqyYqUtfGIzfUhidasDQZkacLaaJ3EynSn7gKlApTBZkMG2+dpq5J2fiibJR8RkhH56YdwzlNN7lJsnGWxdwPtG4xJ8PVMYKQgFFdtRDVVJynKZpKl2wSVZiiTo43YPmKSqG4bK6xOukLxBwKv9w4VfOwzrOxRVfeUvce7GueaqOwbTjyX1VdXIbRNRbWYcm/3LreefxZVThhkmnRQkI3X8ErT1CXLxYy2bmVKPQbpRdny4Y9+hnuHMtkbgufBS6d5xZMPsTkaUDcN8+WS5bJkvliI8F2aUlY1TdVQlg1t61jWjsm8onUNgyLl4QcvcPbUFlXZcDyZUNc1rl35Es/nC6qm6Zu9jROxvbb14q6mFEWeogh458mtJk3jYRtaijQh0Zq2kb7FILPCPIpU0C7FUtqQ5BlJMaB1gTtzx91Zy7JqwAgVVhmLaz3LsmRZNTjv0VrTNi3Be5aLBXUt3/cnemjWaIapYWgVuSbOKnWzFHFY00ASRfCyNIkOdIb1oWVzmDDI015C21gjDXLt+3kplFqxjGT4IkJEwubreoJaSzWitekHTLsA0e01oNfQenZ3xj/6Y4aS/lwGBYCdM2f57v/6v+LFV85RqFZ8lKNzmzSDT25yR0AWSuscVV0zXdYczUr2j5bsHy05nlYsG5l2bINg99pYUAZlc4ZrWzzxspdz5cEHIiNJXkQOCAkUK3Qp0vaCjwsmUvlCw+zeDd7/Ez/Gjac+zbve+Rbe+tWvZ5ACrpEs33cYdOe2TN/LgNhSAHpqJKuH7EMbX0emKIP3lMslv/j+X+Pnf/l3qLpf1v9m2YwKI+V4ZOl4op7SiaB6stnqvRPrwuDRRih6WWbJspRikMokapGSGCiylK3hqBcKswpQiiRJMXlBvnEGAlTHd+OwkCIp1tBrpzGDTXy9wC2mFJs7TO9ew2otz6Wt8dVMGGjKyAyCiTMIVqoDZRJIc6kebBwijLIaKmLIOk4zgzpRKUSDolgZ9sB9nAWI+B0qOJxvorR5DJ5+BRd1/YTWtbi2IbiWejljf3+XxXSCCiXWN1iLVDSFwDjLxYS6LHvmT1k23N075Pc+c5WyqnABHr1ynocu7DBILGkx4HgypaprtE6om0pMahYLjiZzmtpRlTWtC5g0wSYW7xyj0YCXPPko40HB0eERe3v3aJomFkBy4EqwKVlWFQ5wbaCuZU7AaMUgTfGuxRhEkynRKCdQmiGwVqQM00QMkJwjSyyDIoVIY+3krG2SkBYDMAnzFq7PHEfzRtadNZjEkqapJARBGFDz5ZLFYsFsNmM2nYq4oOsYYKuKwWhNnii2MsPAKnKrSI2OUvoqVgkCcRkjFcEwT9gaZ6xlkGWGPM2jimxUmjWqV1yQ/dHNMji6wVNto6aW70QRVx4qJ6/7ztXYs/EdrAw8t7fgH/38039sgeHPTU/hhde9u3f4gX/y/+Gv/TffxWMPnkd3vr7xlovxjTSEQ4RiRHa5ZVk2zOclx9Mlx5OS+bKmaqW/4EAaq8RorTW+lSzpo7/1GxwdH/OyF78Iq03E4SX7litWEHG47eQBglIEEkY7F3nnt34XH3r/e/iJn30/+wfHfMPXvYWttTzq7TTg4gBaWAWG7uoOGqFq0uuwhHBCdU0ZeX2tyfKct37N6zh1aocf/qlfYVbXIvYGsWqI8wAOSZxDiD7SEhSEYSJLpG3bPoPpQGa5w4oWMN73ipZl3VITWFY1VVlRGMN6IayWLM2x2ZD/H3t/+q1JVp15gr8zmNk73PcOfn0ID495JAIigghmEIOUICAlITQrpczu6tW9Vn/I+tSdmf0ndAll95fqys5aWaVcXVVZnatTAwgJJBAIEHMgAsQQBMQ8ePjsd3gnMztDf9jnmNkNyBJKTYD8rOXu1++972R2zh6evffz2PGWRM8HV9DR4SOYckxIjio0K9rlPtYa2uUB+Bqwcm9VGqACifJ1GoJL0+5BuKklc8SluQDIItkZWhS6ZOG2iqG/j6rDg1O9JSQFBZWeoxsrI1Eqp8eqdGk6ttTUQp3aVJXRTKcboCKF3UYpj0Ygy4gROmljMXbFerUiYLi8f5nHnzoLSibMbzixza2njzFKQvH1ei0dQ9WY+eEClKWsRkxiZL5YgdXEkcEksjpBawx33X4Lp09dh/eO5WJJVZZJuc2lrjKPS/oHLsp9DT6QzZrzgcaJZnn0EaVEKU7HSHCRqjRSgLaaqirQQQq6hTFJgCfPdAj8SRRHMxtZTuuSOijqxqO0pjCWajymrCqMLvHeMxpXVFXJdDqlKCzr9QrXOBaL1ZGMD5Ius9HiELSMFg7pczLNR2EUkwI2RzArA+PCUtiiq4dJB1VMgjwSMJiUISj6bD83ZPTwL6kO+tJaVr9yd1sInhBzHUdx68kJ/5d3387/88N/u11Jw/VD6RQALpy/yH/7b/49/+Kf/zNuv/VMKhplI50MqgrpQsvmXtUti1XD3qJm76DmYLFmVSeWxZhFQISVSClhW43KU68ky/jO1/+CxcEer3rVq5lOJsLMGLt4IUWQCdMZUHyTbnCMBWa6w5ve/XPMdnf5xB/8PucvXebXf/mnuOm6XXmMlqiqa73NWQKx2+QdZp1S0r64pjnC3a9kE7/y1XeztTXhf/mdP+X83gK0ShBO2qQ560hWNgSZ3hS+F91NImutjzgGpei6dZQ1eKVwwRObSEzFxNVyzcZIDM5sPEVXJa2qcMsV9cEVLAn2UopxUq5y7QqrFPV6QbW9y3p5SAxCOa2jSem6TQGATgXl1EeformUeMj9CD5pddBpAuQ8L6usdWkYPfQgWaA4eUn/swxN6shyqYMs7b1cd5JMNdV5gsAMPgUH1XiEMgoX2tTa67BRev9jcKgYKcpKnkYZlDlksVxTFJrTJ4/xirtuITZz+RyqEnrs4Lm6d5XVumVv/5DG1exszaiKkunEMBkXHNue4FWBc4rJdINjOzvMZlPqdY21BdVoLJKfzoNWOCespevGyz4ymroWFTaiGLjaeSoj1z13/5RWOJYqqyiTk7ZK6DBKK2dKki5pAjAJSlHBCbxoNLNKsTOuuBRqlDGYIgnqVCUKgXCapsa5FucappMpbdtgxgbnHHXTkDVRrIpsjSzTQssw3RE0Iek3W4NRgdmoZHts2JkaxkVSdzMKayLKxAGdtjgGlRwC0XVnKRfrFYlFQeeyterOTabQiCHT0sRUXwigQvrdvsvh9lMb/F//8Z38Pz70dzPg9gM7vPb9rBfPX+Rf/5v/iaeefiHZ3R4xz9PCOUNY1y3LdcPBsmF/v2W+aFk3gaZ1tMH3RejUXSJFwpC4eByxXePbhrPPPsOn/+yzXN3bF1WmNJQCdPg0xI7ldOgX5F+LKqc88IYf5z3/7P/Ic+f2+e/++//Ao99+mhAFv5aZgTgQcPlead9g2newND3coxLWaW3B7XfeyD//P72He245k4qieTBHdW9OIzMI0p8tziY7hP75xAnY1MdttaawBWUhrXohCtFbXTfUTU3TePbnKy4dLll6CHrMonFcPneW1bpmWTtq78FogkJgCh+IoaVp1rjQSDE3ObHUCkW0FgqLLgowhmiMqLXpNGvRze6lOkbw6OhQCEupCjFlXoGIlz9R8Pp8beX6tp1DDqHPPDs+hwTV5ecBR6e6l1tOEL8rGr+aqqwYl2OMlTpIbiXNKoQkGgmlYb1asDWr2NqouPeOGylVis6Dp25qLl/d46knn+WJx5/m+bPneObsBS5cOuDJZ17k3MU9iJHZpGBUWbY3Ntje2mQ6nVIWlul4QmEtRVEQfOIS0rIHCmspq4rRqJRiaQSblP5cDBiraZ2n9QGjYVKVHVOxigGrIuOEz+cunUwnmIuzRoTL037TyYl68C1tu6ZerwjeE9qWxf4h88NDVuulaJgHaJuW5XLFer3EtY71cp2CGeEpslqxM7JMNJgoVNY5ijfpPVkl+isbpWVnbDg2tYzSMJpNjStGBQoNNhWYVUxQdZoTyudD6hMaZVRXQ9B5Hjqfq3xQVQrMklOQmDIzMmcm3kS/EuHWUxv8i/e8jOt3xn+pXfzrrh/KmsJL1/XXneBf/fP/Hbfdcgal5FDnbiDnHMtVzXy54vJhw+Wra67uL1msW5atp3aO1kvfs0tiKdmS52lNpQxaF2hTiK6vrZjMNnnlQw9y4w1nUs2C7kDrI3COdKt0dYFsKJRs/stnn+Xj7/9PHFx4jl98z9t5w+seoiyizDPE2E9axiiTshy9F9/ra50Yc/r6REhkc47lwSF/+Mef49NfeQKvq2RAM/esQkmP3aDLiWQgj24TYwRjLauCUaJyRoFvW1zbENMchlKKQlsm4xEnj5/ixInr2LvwDFVRUJYVZVlSWM1oY8xodpxgR2hdMBpXHF49z+b2cerlAUYJz46xhfATJcoFbbI0qU4F5eQYtEabfLCk1RCVZheS84gqUVqo2B/ALmrLBj1CUKkfM/2eysNsoXMIZBnWfJ1CTBQQjhjF4Ibgian7KoSAR77nncO1K7wTvQXXOtb1mv39OV/7yl+wODzkpjMnOX1qh+XhId617B8c8sy5qyxXjpO72xzfPUE1nRA1zMYF80XD+YtXqUrF9mYp0E1VoYsxEcOJ47ucPHma5XLJi889xzPPPM1isaCuGxnMAyGV8566daxXLXUdaH1g3TgiiaDPajYqw3RkKTWo4IUTCBgXms3JmMJk2KbfS5l4LnFziGCOKYnasHDwrctrlnVLVU0obMGiXjNfLZlMphRFiVKG1arm4HC/03YWnepahJsCjIxip4KxkYyhtNnxQpWmj0urmBaKYxuFOIRCybS31YzKCmOl0C1dzbo7F9I23AdkNtU+pA1WAoWcWXYyrUoypC5LiKmpJAUnuRbacbClyEapvH8VT12Y85sf/BYvXl39F1jKH+GawkvX2XMXed9/9z/xr/7rf8rtt1zfXVRho6xZrmv2ly1X99fsHa5Y1DUrF1g7gYVkAlKEXYg5jUtRvlKCk3op5IYkPxgOPF/83OeZ3/cK7r77LrSOXasn0HWp5N55GN6QCFETlWX3+pv56V/73/PpP/59/uf/+EEuXbrKO37i9WyMS7rJaQSOyUIg3z39THJCfXahUnYhX0sR2WuYbM9478+8iRMnd/jgx7+OQ/rDo1L4zKs6gKOyaErHfZOyhaIo5OBMRgJhKblGrXOpGO1TJiI93SiFLSsef/wxCh3ZnHiMNaAqVDkm2DHRTqRnXMsUsLFjSNQK0RhxdVFhjCWqhPGbIoXhfdFYvfTCdH3kkvXpKJE2QzK86NPVyxczd7H1sJ1cnDQjku9D9Ay0TxOUlJwwAgeAtALHBNUF70Q0SlpviFpjTIn3NSQ6Q5QmeCEfnIzHnL7uBMG3HCwXzA8OeeH8AesmcP2pY9x8w2lGkw1MYbju9GlcK/WXkyevY7E8ZLE4SLKWaxarPUajCZPJDHRBWY2IUbQKisICSu4hMnPiEqVF24pftEYzHlkOF45VCGn61+BbhxlZRpVlZIUdVYeAa1tKZYhotFUp0ZNGjtzq67tG/iR+E6JoMeRpZ62w1qCiYv/qPrawKcEtiD6wXq5SN5JMxasYqaxio1SMDF2mYrTc357uBmal5djEsDPRjEsl+9poikIgL22k00iOhdgFpc2RMyh6FiZBuan76Aglfa5i5UwKug61I3CwzAJlfi0yR5judiK3ntzgX77nHv717z/K2f9Cx/CXrR8JpwDJMfy//mf+5X/969x+yxl8wkSX65bDlWP/sOXqwZrFqmbVOlaNx6WR+ECiv/AxCbQPntgHQKcMJHl139C6Bhc8X/vqVzg4mPPgKx+gKHUqWGbH0uOXMCg+xVz3kKhhvHWct/3ML7C5tcWHP/YnXLhwnl/8+XdxfHdTOIZ8YmUliz68ZEWBQlTWEJYeyQ7ykRfXmFAQNJSTCW95031sbo75vT9+hLXXaT5BSweHkvfYt6MalJb3oJRM2xZlQTWS4nEe4GpbmdqNvu2gNKMUyhg2jx3n6ReepVmvGVWV9G3bkqIMWGWJZkTrHMZaKWDHiKlGYuyBTg1OCUyUlb1iqiWQjK5KkZoeXKeYyAtBYKPOVWuPwg66rRLmlNvo0z8x5HupxeC77INDDzmlomUSCE8RsYcEU6lUbQxRETIKhrQvZ7ZYY4y0wiqBP8qqEH2EtkUbzWg0gQuac5eXFNWEE7sVt9xwko2NKdV0hjGavSvnaHykaeX9rldLWgcXL885PDzg2M4WSinB5IMjRmGm1VpjTEGMokXoUSKO4yLrtXAM5aErqwyzCbRO4MumaRiVgsuXWgbEiqTNYJBp7yLrNig5G8qk+xwiVuvEHxgwVjGuLDftljxzecmiXsseVIrxqMK1jtVyRQxR2mQbhwvSDEJ0KETkZmQ0U6MoDd3rZodQpp9vlIpTmyXbE01VRKzVWKsoC9GF0CbVDmIQeCsf5jjUdKeD+qQDDfIQ6EsLy7lKEFJzg9Kqm8yWs5qcQcx7mtQpl9mgBe2//dQG/+JnXsa//uC3/lYcw4+MUwA4e+4S7/tv/wP/4p//E85ct8uqbpivHFcP1lzam7NYN6xbR+OEGyWEgB9CI8kz5/icIGlowHctkzEk/Ns72noJIfDUE48xny949asfZLY5zQMFZPI+YFg3Sjc55xLSElJMNnnd2/8xO7vH+dQf/B5X/of/yK/+ynu47abTYuSJiV2j35AZtxaTlqKRlCEMJ6FjKn4rbSRwVQpbal71yrs4tjXm9z70Jc7uB8Akuc9+cjcvhZUCrobxqKIoC4qqTM01wpwaAqiEm8boIUFS49kmly5fYrVaopWmdY6DtUKZhmoUMK1jhKF1LSSiMCJoWxKiQD7KFIQoA2Q6RWo5soT+AGYqgUxnnTObTs8gChSklE6DaJ5MAKiUOAjl0/VVERWTh4gJPso5YJA6hCQCkaGEX4hOosWYBt1URpUyvAd9HpmuUpIH1dqgVSttnakTtvF5Fka0GI7tbHP9DdeztTGjWR/iQ+SF556hqiqmWzOefOYFLu7NGVeW2XSGrSbs7J5ga2sHhcMYy87OLmVRsvYrynJE3bSs1ivWbUvTtDTO0fjIfNHQtD4ZOTroS6PYGFtMkKyuMJqtccmkLHBNjUlwTWkrSqOFKyi1dea5Hg/SHIDC2ATtFSVWGUy03Ggqzl4+ZLFukuNUjKdjULBc1en8ZkI8uciFUWyUhs1SSx1ADes54hAmhWFWKY5NLNtjqIogNQZjsEaU6IxRiSAydndM5oVUF3DIdLIBnaDW4PvBtAFkFLOe92BPkoZBe3uQ90eCmY7ofIDCdBl8CI5bT075lz97D7/5gb/5jOFHoqbw0nX61C7/5//qvewc2+Xy/pILVw7ZP6xZNjKI0yTBjTb3SyMi53FQ1A25iyT09Aixo41QaRpYWgiLokTrio2tLV732tdy5vQpiS4BCGn0f7jiETwyEtEhAA5Cw/mnHuMj/+n/i3Ir/umvvIf7X36HZCoxJr58waVRgoLrhKSgcgYSu1D0ew1lkfBwYkt0Sy6fP8/v/9FX+YsXFqhyjI9DNa9BEU0ritJSjSpMzhBiFLGcpia4kNSrhP9HKRiPx1TViMPDfTITlU0KVOPRhI3JmN1ju5y87nqiVpSVtB6iFEU5QimFWx9SFCURwXWNTq2pafYsR4HK5HuVsGOdmGlfQnJHd61Ixj5lCUqiNHQPc3TXjux6+mnnDlLKHWcJSw555kRl5CopfAWPT1PsuZANkqG23ouQTVvjvWDjhwf7fOOb3+Rgf5/X3Pcy2nXNc8+9wHWnT3Pi5Amu7B+wf2WP/fkh+wdzGUJbtuwtGuarhtGoYDwqmI4nbExH3HTDGXZ3trjtjtvZ3jlGNarYu7rH448+yjNPPcn+4pBFXTNfrFitWmJI8I7z0lRgVaqTQGk1WxsVbdPQNi2zkeHMdsXubEq9aigMbG6MKZJuglKiJZ1ZQmOMXRaYJKtlGt1WRF3RoGliwcX5ivN7c9ZNy7ppZHht1dC0AedamsYJVKll3mCjMmxVhrFRVGkGIeslVFozLjUbBexOtXAZVSo5goKiMFhrKIqsSGjIJ17gIt2dJ50yVG2tzLuQSQILgbwyBT0ykHp078k/3rf9zkpQU8wQtJZsMXcGdrYi9nC00orHXzzgNz/4KC9e/f66kn5kh9e+n3Xi+A4//96fpKgmXD1Ysaod67btFJjEIcj4fIhR1LYy/i8YBPjeZoTkMPId7b+USN+YgqIcMx6PeeDBh7jz9ltlAKqrCfSXWW58KiwxGIEPnoiD2LK4dJ6P//5vc+6Zx3nvT7+dt7zxwTQZDGpQdEZJ26oKKbJVg8G3gSHMfDAhDdNkYxb9Gtya5XzNhz/xZT736AXa1OqYPx7pYNnCUBQlRWHxQdo0IxK9Bu+IzlPYxPmTcOrpxgb1cknb1oP3JJQCRVFQ2oKTJ65jOpmyubVJMRoxGkuHRTmZoYLHNzVFWfSF43woVcoVVCoCpijODIp6xhjJXrosghyMdcU9cjCQ8gBpb1aQ2iazvkP3wHT9sl/P7cEZJw7DOhISKYbg8F6G2GJ2zAOD0zqpazVNS92saJo16/WSsy88z8HeFW44tU2lSyKB2caExnkuXp7z5LNnuXzlgKv7C1ZNlJZXZXFolA5MRgWTqmJrc4PdY1sc3z3OHXffxfFjuwQiy8WC5555lie+821evHCew+WK1apmfrgW418WXdaijVBk+9Yzm5RsTApc4/Bty9bYsjOxTAvLuLAYFZmMK2yyacE7ikQm1xlUJV06HkVQGm0LTDmlVQWNU8zrwDoq9tcNy9pxdX+fy1f2uHRpj7rtWYONEWbYcaHYqgwbpaHUAh1pFKVRCTJSzMrI5khxbFowKjW20JSFaENbq1N5Sqc/pru3vVNIiohdc0P+HS8082mvyX3NmTuS8uVmhXTnQ3Bpb5F2XbJB+foYqbWEHLek59RGJSRbGmqeurDgX//BY5y9svxL7eI/aKcAsLW1yZvf8kbK8ZR1k2ksAiGqBB8lp5BsgBxW6WjRUSecMnbUDzozbOW7iqS/Ci3cO8qiraUcj7n7Za/ggVe8LMlmhpe8s6OZAoiBMl2xSbKG+uAqX/z4H/Hlz3+Gd7z1NfzUu9/G5qgQTDNtxJwxmBz9q97YwNH7lh2DJEFpc4ZAjC3ROdp6xWe//Dgf+vS3aM0YATYEripLgzG2N8Yh60ALmVokCi+MyRhsZDSqpNawyult7P9OHSiFtVx36gz1asXpU9cTNRw7fhxbWKazLXwjhGdVVUmBMcrnsNZ2xTl07CivpSVX/mhtElZuutPZ03dkhbdk8Lt7mnDv9P3cLSK0yrpz4jpm4sA0RRuzo03DjwjjZlQKn7qOgmsgBmmzzIya6V74IMNirg3iFOoVrmlYrRY0qwMqoykNjCrJTC9evMo3Hn2c/UXDpasrivGIgGU8HXNse5uX3/MyfL1H8DWT6TG8NtiyYnNrh9PXX48xhugDq9WCZ555lm9885tcuHCB5apmvVrTtB7vIpNJhbUSwbZtg2sdoQ2UVrE5KTEqSqYwtpzYKKm0YWNcMh2VAnum+6y1guDRyqBt+oNCGXHmPipUWWGrTXzUOGVZx4LDNuCCYu3hyuXLPP7kU7x4/jJ1LdfPGqhyB1Sp2CgMk8JQaqG2tlp+XunIVqXZHCm2xjo5BENVFCnYEQ2JYSbw3atvF9W2bx2XeSGTGFF1PtD50A2PfX8GuqAgwZ6hbz9XSYu6p1WRx4UQOieiUm0GxEE9eXHJf/M7X/1LoaR/MN1H/7m1v3/AJ/7007zyNa9itDEjieXhXLLssevtEWegTHffcidRHnTNtzYkbL+71TGCDhKpa/AO6tWKR7/xFywO93jVgw+wMZ50TqC/KX2HkPxXOnhUUEl+01BtHuNN734vs2PH+MiHP8SLF/f5tV94N6d2p6ACKhoI4hg8MgmtchbCd3co5ZmGzJ+UEW2URVlJtX/stfewuz3jtz/6FRbBShZkRWRHG/m8guFmHFd674uqlIMSI0QvNYfSsJofoq1lyA2UcemAXN9FvWCxXBAuvMByseCW0LK9e5xqPMW5tsey/dF6yhFoLEfvRHHCOmV3KYAX1CIP3g25qlJ2oPKkN3Ij8+AaHulIUx3MFGPE59uYYLY8kZqpOfPwksw0iC5x1uhVSgxl8L5zkBnSi6mbyShFVEkKtSixider9Y6mrtm/chl8y8a4xNgxHoWtxrRp8PDCuec5vjkW0RcTmM22GU822N7ZTcy/4rokWldUk22Kcg7LhrIsUidS6tYxGu8dhTYJugzEIHMKWOEXqtvA5cOaYxsV4+CAIkl7BmwhlNwxiDM0hU006X3jhS5LojEEfNLCGGF1yaSy1FGjWk+5Wor6WivZocwaKOE2KoQSW7ICTaXlZ1ZHySBKxaxUbI4Nk1JqGNaa5BCkhgB5+EzRR/DJIGSIRyEttAOaGakFDWtPqusUPLIU/V7haCaRz6JKWYrqOM46YHJQo8iNE2CMRWnNbccn/N/e+wp+4/3f4OzVvzxj+N9aP9KZQl6T6YR7H3yI8WwT58GHdNCBqIcFSgn8Yky9xGTargEOytECrB5soNwdIwNoBaYo2D12nDe8/jWcOHZM+tS7y300ohfCiIhK6l5SjgsQPdG3PPWtr/PH7/8dTszG/NNf/inuuu06NCIHmQvaMYKJAW36jdcfvKO3WWULmAxSROgYVJDI/PkXr/A7H32Yc0uT+sJF+1krMWYhFfiUSYerFCw1JjirHFWEtqatl0JjQJ74JdUipB4xnU4FhnLSqbNeL7n51ttR2nDDDTdhjKKyJUUxoiiKQWqvu2whR/q9o+45aOSQKZSSWRHVTZh2v5xgsiEvTXaW/Wxp35GWcOIMRcUgXV/p8oZBdBdjEFbYPNyWNSrSn5DhpjRx3waPS6pjrm1p2xrXrPHtGu0dWkVibPFNQ7Na0XiHVoar88il/RXLpsFFeO7FS5zY2eKh++7i5JnTzHZ2Kasp49GEyWQDZVJA5B2r9YpvP/4U3378aS5dvMR6taKplwTvE5yi8U4cUXAOoqZZ10QildUilhM9pVGMq4JJKQXnY5sjopcp4PG4ohqP8d5DcGidBHVKGdzzPsjQIpqgKyimtKrEqZImWtqoaEPkyqWLfOlLX+LipatIUVmkMTdLaYEdFYbKQmUNlU6QkYXNKrJhYWNk2BhLsFIYQ1FKG2lR2IEjSBKaXfG3hwa0TvUmLQ0ZHb+S6esHKtey4MiZG57DzC3Vfz9tLi2Dd1n8qs8RYrfzfJL01SafA0seYlUonryw4Dfe//X/rGP4Bw8fDdd4OuXuBx5kNJ3JYFtUUkdQpIp+GjCLmQldlnSPxs5JvPRy6bSRVGdEVJJ8lDqDrSqmGzNe/eCD3HzjmRQN9rh/XziKR4fegKjEUIoldVw8+xwf/b3/H6url/mnv/xTvPqBOzAqFbIzMRsRpcN3OYO+C4n0fL1jyPh6jF5aNqPDtQ37hws+9Jlv8NgLC2IxEifpZeo0uBYXYTSZMJqMQCXAJUYR7Umsn9HV0j4aPdGlAmuIwuoaYba1xXI+R4VI3dQE33LdmRtZLJdcf+YGvAvMphM2N2ZMJzOKskwdOsIEmrO9DBkpcpaUaw9JCxgSRQGdA8nss3mSFBJMlFtMySR5A7ywu4K9Q00XuDP0Ov1ulykkQzCEDLNEZwR8nu2IAiO1bUO9XuJcQ2gaYiuCPVoLl5PVEg27tmG1XOM8FKMxB0spwJqiYrq1QbmxhR1NOX7iemabW90gFj7gfCOymuuWZ557hi984RH29g/xzrFeznGuxRZJt7luadc1beMojBSbc4dbkSgtNirDbGwZGU1ZaDYmJYtVzebGhMm4YpoowvGeqiopqhJVlAjNCImuA5wupKalx7S6wmHwUdGGwJWrl/jqw3/OhQuX0MCo0GwUirE1jKzGGiVMrQoqq5gUms0qMitgXComaY6iTNKfMluQmFJ1qh+lYbPuPsdIJ6CUfg9t0NoSQuhqJH3bc0+BLaR/mSZbDHoO3vLelK+NdN1lCGqQDUsmIgFnCIEQvTRapKAny78qJdBVjJEnz8+TY/huKOmaU3jJGk0m3Hn/g4w3NkElTPgI5id4UdCkdsW0VP//GEMXUSjSjcnTiLmlNSITtSpRNduCqhpx7333cd9dt2F0D+UMXhyTnweJDjK4JYZPBqUWe5f51Ic+wDOPfZ2f/sk38/a3vJqyyHhtwHT2Kx5xBP2wTW+ouvR0UMVS3eCVsHuu64ZPf/lbfP7bV2jVSAjTUrHU2ILp5qa0E6ogw2iAsQbXtgTnib5J0bRkPMH7rjNLa001HnGwt48CVuslxMj2zi7ee7a3jzE/OMDEwHUnjrNz7BijyQxrZWBuNBljbUHmgFKErtMop/PS/SeHMv9MnMeAnmRg8DO0pnQuNucNkCPG/nu5EynHcnlKtXvWDAsM7sHQUWfO/yyykx/TeEezXtK2a4JvCU2D8l7kK00Q3v88LNiGFHlaytGU2kXGsxlmY0o1O0412WIymTGqKiIhOXXp3KmbNU3j2Ns/4NOf+RwXz18mhEizXrFcLgB5Td+2+EZgI3l8AtYS06lkB5adScnGuKQsi6S3Dbu7W4zHI8rRWPZHaCkKS2FLosmFW6EuRFmcstTR0sQSb0a4qPARXIwsFnOeeuzrPPP4U6gQqDRMCiMT01ZToBgVUlCelLBVKWYFjMrIqDKMCqH0kME0GYAb7pdhx1C+X6g4qDUIS2+Gjl5qwLOxkG/FFNELQh9DpqQJ5DpCfg55gUS1jeEIx9jgfIbU5m0SBQZA26672ll2NjFGvvPiAb/5+9/4LsdwzSl8jzWaTLjjgYcYb253mH7ubSfkOLM/zAnp60GjZLSl60WMhEwbqM7ByCWViEIpSTVVUVKNptxw4w284aH7qQrTR5Ikoq4QuxZGsT/ZeOdbFFAx4FaHfOlTH+PhT36cNz10L+/9mZ9gZ2cqhjcGTCDNNvQrDl4rebf8ccQZqP4lQ2jTa4c0pdzwlW89zYe/+AxLX0qEZDWT2SblqJKNqFKvearcuCSliXcQU7dNaKTgGgLBeeHcCZ71akWMwokfYmS2KQNW4/GE5eEhq8U+m+Mpx7Y3OHHiJJPNXdCK6XSLajQhRoeKXmQVU3+5MZYYWrSWrEUoKlSnu5sdSTd/koy7zu2o0KUfHdSWL1hXx+AlBn8ANsS+I0mpnjqkO27p5y7NeOSnjUEI7px3tI0I+Lj1kti2A/4dcbLSgaZoWwkmimrEeOsY5eYOk93TTLdPURRF2tupMcA5mSvxnlW9om1Ea+Hc+fN8+cuPcPH8JRkQWy9wrhFyxiCMsDE5dO/yQKUQ5ZUmsju1XH9symwyRhUFB4sF1pYcO75LUY2x5QhtDIUOWKsST1bKxIKS4UllUWWFN2PqWNBiaD0ENCFC07bsXb7Ik9/4Mqu9PWwUDWSjIlWhqTSUWrFRKXYnhmkRqKz8bFSV0nqauozMoFU5dxX1N7gP/hQRCeRtBx0plSN92937lzZ0DDP00MGHyZqkfdi9Rpd9pPcRMxnjMBhJ5zN3P1kjRf/EMpDnqxQqNTEonjh/yPt+/5tHKDH+wReav9daL5c8/tVHuP2Bh5hsbpInD6PP6HI2kL2xkGnCLAii0vDOcOw1drWHHpcO8pxp8EyjqMOcp596mvVyxete/QA7mxsppQSZIIacgXQ1DpXdkvwOSmMnM177E+9ka+cYn/yD93Pl8h6/8kvv4oYbTqAAR8R+D8fQtcd1WKVw9wjsk/xAh60KhGKszAQ8dO9tzGZTfvdTj7G/gvF0xjgJwJNZSnNK61uMlSeNRoMXUR6hlQAdvWRZxrKu11hrca1QSysnhicqxXq9onUi/HKwOKRpZcBqNL7IdHsL5zyzSNKQcLj0fouigDzwpSFmZssuexC3LvqbPWslRPk2CMzXwYFCbBY7y42Qp8bUwZbqJaKDrFORmP7aElKHa98a20XdMUrYHVSCUaRGpIgYU2C0xYwNrV4SmpoYvQjVYwkh11SEW6mcTBht7bB13a2Mt05QVhMJWYLrGFxd2puoSBlKMVZEtrc2OXHyOFevXsF7qMoRGli3CwjiLEnZU4wy3QyJAdXCZFSwsTERGo8YMUXBdLaJHU1l9kApiqpMOL7g5irKGQkhTevqgqCEX2xSbtD4iAl0zANKGbZ2TnDdDTdxqV6Cb7FKsiarIyOrmVo4OTNsFFGEdIzMVFitpO20GDoDNXAKuZsnw5FSF9C268nuGzRC7GZivtc6Yqhjmg1KkCb0nU2dI8rvI2PUJHg7BYtyOPt2WKW1BBIxdjZDApJBM7SC205t8K/ecw+/+VekxPgHlynkVU2m3PHKh5hubiHGQLow5DBnDCcOjGif8oUoE51Je1FSPZW9eQZ/coahkzEQIRttDIWt2D52nFc9+HLOXHcyCbMkUZ4jUXySFu3uUOigpBgDOrSce+ox/uR3f5dKNfzqz7+Te+6+WVoIQ8QQOoIuSNEP+T37ZID6Qjq5JpEoHWKaNwD5eN7VPH/pgD/+0rPshwm6KDuQy6QpZKUyLOJRSqAKFQLeO4Jr8U6yBR091liBKaKirlciQxkCo9FYCpxJoGa9XGKQwzupRjjfsrm9yapuueOOu6mMpjKGjWmFLUqKcgRaBpJ0juxI09BWd4dSjmimQVYoJe3H5Iwqu/ksZxoG/6r+PodUQPc+UVQkaoIMAah0AVWKNLs6gxeOqNA9j8x8eJ9pG+SmhODwbUOzPMTEhmmpmIwnBE+C81q8UmxfdxNbp29j4/hNlKMJRmXYQrKD6EUFLnqXZEKFmqRuapxzXLx0hc9//vOcfeEsvnW065rVQnSwpdVXmgza1hGizIOMC8WJzYoTW2O2N8egFI0Xward0zcwnW5DGrwcTypsWaGLJHoUY6KJ18JhpcQpeF2CLUEZojI0PlDXjrppca3nyqUXefFrX8CvFsJhpERRbVZqdieKzSpS6og1Ih1bFML6aoy0kercLaToeIWgdwpAn12mAUiT9CtIEI16CXTUZ5Ni/HP24L1LGcFgOlllJT/VZQrCBDCoZXRnNs0wpdfL+yqkwCFzwvfFaNU9PiMDT11Y8r4PCJR0DT76S1Y1mXLHAw8xnW0m2ChFDCnV7mP0tGLfwqqyk0gQVJ4w6aCD7Bi0hig6tMNhqqIYM55MePk9d/Gyu2+l7zwaYP06kqMGyKnfIJqJARVaDi++yMc/8DtceeEp3vvut/HGNz5INSoTlOQ7WLyHyjI05MV5pCxIZEDFRBmlB5s7pbDR413N3mLNZx+9yFOHCheNEK2aviAbQy6sRkJsZYjPeyFYcw3eNdLpFB3BBbxrqesaHxzeOco0yZyx9uV8LtoDMTIqR1RFybKuuXBljzvvvAXjPMc2tzl93QmRh7QVpigZjUZCgqblAhTWoozqOkdyAVATMYYuYzhyzwd4bvT5oKbDSZovaD3GWNq2EY0AYxPu26f9XdAwIDfrrlNi2Q3JefbZY0Ldgk+0KitoFkwMbG5uoNA0bYPzjmrnJMdvfhmTYzdSjqbJgAxqRMF3cJBPVOLRt8QQaBonkNGq5itf+yrf/IuvcfH8edp13T1WKWk9ds5R1w0xCk/Q1shyw+6YndmIzc0NjDGsnWe+btg6doLN7ePYUuYAirLAlkkVLwtckOZJbIm2JZECsq52iuhdDNQucjhfM1/MWRwc8OI3v4zbuwzRUerIxEZOTjVbY41RrRSiS0tpSdPYRWL2FXZcnQcTU7F2CBHK2Y49XKT7mkP+9yg8JJmAdAL1UFKGjIbZufye2IMOLkr0JnQ2dlDPzE4owZg5M81BS250Ib0PJWpZXbYi8KWR4vMHvs4L38eA2z84+Gi46uWCJ776ZW5/4CHGs+2jWODANGT3kLH+LtVLBztDDF3Xe5cKhlSgdihkBiJ4iVAdNYt54JGvfJXFcsEr77uH0upetC27lRS9d5h2el1BHBTogtmJ07z7V36dL37sQ/ynD/wJly6d5x0/+TY2N2d4bdDep+cYoCSRBPnIEJzgG9LJlDH3Hs/M0JaweW5PFW97+Wm2n77MN65Am65NphaOSjo1YqqRBBKDnIngk2aENkSvwDTpexqNIRjZ4JIptN319Ckba1zDaFSxqtcYo3jumRcoioLLe4ccLpfMZhtMp1uYomQ2mwglR0r9K9umaFEfgRDEKSqM8vK++iMp0V7wAm8phVIGHx3eO5FvdY0YTiecR65tmM02KcuxqKhpI/p/SWrV6Eyn0UdzMYv2ZKQg7cPcGCAzDfIePRZvjMzUKChGFabYZPvMHckhbMjn6wxMolFHhjIDUYYklUCT3rdYq1FYnA/ccP1pHn/0m+LEvYMoPGFtK1mrDLVBZQPBJ2W6GFP7qlxPazSTyZiiqjBliSk0tqqgsEJmaEsUMlMjk7sWW1aYokptx8Lq28VHqqAJAasVTbNipTyFjnhEy2FjpDk5UWyWUJiAVibBRgilSpoy1mmyUWccX9EHB11dCWE8SU5dW9Ptf4nqew6ivN9zwDds6pB/w+B+9hmFdC3Z7jjrTk0wQ0bDALz/OjcuqHSas/5Ghi+zTcpOCpK2iILbrpvy62++5fuyi/+gnQLAerng8a9+mdsfeDWT2Vb3/bxZZFMmI9+lmtlT09Ud5EFdUN/BMikZlV+FhCXL/8QgGL71rW9zcDDnda+5n9l4THT9dNx3xw79V93zq4JqtsMb3vWzbO0c51Mf/yjnL+7ziz//jzl56jjRQPQuTRr3j5UvomDruH7yuoOvcjSk0wdLBtsUjMeKV992nNl0xeefOaDVRV9TSBlJIKB8BGUF2w8BtE2axvLcJiqCcanzIkdpOdUWMRSjDa1vpDuXyKpe43yLUprVukaZkhcv7fHixcuc3N1ic7rJeLTBxuaE48dPYouS6Btsodje2pRCoy0SBxO0UTR6i0KhgxcYJ7UbGq1pm0Y4+pUiKs+6rVku19TrNYvDOfgGHQJVVaCig3rJdOsYxWiKS+3JdNlW7+Bz5BdIcxteBgN7TDrJyLYt9bqWyWhV0GJx0VAWGkYj7Ow4dnocnYq5XestOWsV+gStDFFLoKJNbrdN9zsGRqVle3uL06dOcfHsWZp1pHGetg0crB3OR2JAGEQTTXTrciumUF4rlfB/bYlYDpdLlNHslBVjXSa1Mt3BjQC2LCmrkegwJyeR8+GYuMfQBld6tiYlh+cWrPcvY5Rna2y5bmaYVZEC3/EcjQqp7WgtWgTKqA7C09kxd+dcd/ej+5NoOCSqhyMZQLpmvRZ0f066WaaclR/paOpbTPsblNHKkGyHPkJ/0UHQKMlWY59Q5HpSRia0MrJHMlzV2ZjIE+cP+Q9/9jTv4y9f/+CdAuSM4Uvc/spXM93cHsA09Flf9uA5yht6/i6iT9EBKb5OPPH5687RxEBwjQiLRNEJOHv2LB//5ILXvfaVXLdzLNUZYvdc/fsYgBud44r4aNDVBi9/w1vZ2tnmT/7g9/l3v/Xb/OovvYtbb7sRk0zukHIjF06ljtBvaAabX5EKZ9BFuQKLGYoqcs+ZGeNxxReevMI8SFTVvUENOkp07QipQ8l2DLI+RoL2oEqUzqRhMj8g0X3q40493HmSs26dRJo4mVwOrfTcN4HnXrzCse0GHS+ztbGBd55RWeDdivF0A+8do5EIwSttZGbCe6qioqosoW1Y1zVFKRrARerrb9rAuq7xocH7yPlz52mbmiuX97EqsDUtmY1HTDdG+HbN6vAKzXqNrcaooqKsBMoKSSs5zzRIB5IUil0a4OvICBXS1htFAa9ORffgxxRFwe7GmGp2jNHOjYymm5hswHJkC4DpuP4CEYMVDesQJJCM0nMfbUSHyKiacPLkdUknHEJQ1C4yrwPe58lwKeIGpagT3XyIUbrtbJEYX0WhzbvA/pUr+BA4c2ZCkaPrSMrYBFqqSpkz0LnvP0XkzkvnTonCW8N0VDIby2DkqFDsTmA2ipQGLEJtUZUGQ943yRmoNK18tOu0y8akiBs7GvZO9zth+F2g0p3hhNkrRad1HvOfrNecX6ifncl2pEMkNPL7A8jpiOFRwq8kTQkZStIDWyOZplL02s4MmYHhyQvzvxKb6jWnkFa9XPDEV77EHQ++RjKGPKaeMUGx7OnGSBG2u2/ZEA6iiSEuHTvJPtN9R9AlUdrywVMUFfv7+3zmMw/zwP33cPvNZ9LrDzKR9Mygkn50/o4m6ii0F8WIG+99iPfs7PKR3/1d/u3/+J/4J7/wDu6//15Km2ixO0K27t2ktDVHLcO8JL+sHPwOh9ciEqSV544TI7aq43z2yUucW0UgdyKJSLuKERPF8ATfyoGLAtN476SzI5REmu5wKG3FEaTrneGeGGLH2hlCoLLypo3RKB1Z146r+0vWjWOxbrDW4Nya0mrG4zEHh9uMxyNmm1NW6zVKi8C8Vjo5gIZQ18xmG2xub1EVJW3bsHe44tLFy1y9cpHxZIJrG2xRELxDFQqDCMGEoGhbx7reo7BLitGEcrojEIY1YujzBKqSQnHbOg4ODwlOnJFSUvOQojAidOMcTdOyOlxTWM9qWVOOK6rjmyg7AZ0dch52ylmt777WxhBUQEdLSLTf2pjuPmsTsIXi1HWn2djcYv/gEG0UuVwekYG8NkRWbaCw0AaDjx50kkQ1lrKo0KMp02OnMGXBzvHjWBW6ITHS/jFpGr6ywmGkjWSGOvXtZ/jItQKBlQZ8adje3mY6HVP5JVvjNLBmNFp5CkOSNs1CNyS9miFkJJ+4L/zKdes8aXf9cidR35wAR7OGnFrIMF9iFxgEVzHqztCrI/eG7nH5VGutOyr/LLSjtE7BUHJYAxhb4GVxWHk6/mjxW5Ta3vf+v1r30TWnMFj1csHjjzzMHa98DZPNLTGIehCpx1xb6DUYsm6BBN1D55Cf9ah7yP9GdOJZlxvrkFRwGQOPPPIN5ocLXvGy27E6OSBIUE+O4vvpiYQYixoZ0smxe/3NvOfX/xmf/IMP8Fv/y+/zM++8wlvf9kZGlcXo2LUoZgGzASB2ZKnu+30ffv6+dI1I1H98s+TH7z7OF5+6ylMHAR/7wx8T371WVljigkBV2li0rVJEGhDTKhFiUBKBaq164R2X9JRjrwAnb0YxHpUEX9O2muVaJnv3Vc2Fq3us1jWjqkCrBeO9ObPpJtbI5HrbtoxKoQpQqag+UhEVPBvTMfuHe5w7d4Hnzp6TeC9GVqsFMUamkylVYZlUVRKRd4ToWSw91kBja8YobDnFtx6jXTr4Hu+86EdERdM21OsFB1cvUNcNRTWlHBX4eonzGl1MqdtIvWw5PFhRr86DcrTtmunJW6hi6ARYVLZq2UFgiImPScuIWBdRBi8aA8RIDNIAYaxlc2eb+x54JfODA67uHVAUnqpQop2NxJ8uRopoCCHinEqaFxWmmgjb6Xia+K9KRtVIgoHU0UOKbq21lDZiTUAr6VZTypAniNEaq6Sfv16vIEKlBeY6tr1DPFgzrSyV1RRaDGmhFZD3h0pZUqKDOILXq7Q/Bzj+IKvoHOmgYaA7E13gx5GoXxxDamVOnYl50lmcQZTMIEh7bfZDMdVWQsqKMiQt96jXgM4OJSS7odTgTL6kngHwxPm/ukOAa07hu1a9XPD4V3rHoJOnjsQUvaTCUm5bzRsodQWoJLYSQkxtjtB5d3zCcbUUdFPGIJ7e0bYJQ/aOb3zzMQ4OD3nVA69gY1yltsdh3pv+jcNMRQtjaNRgLBvHTvCOX/oVvvSnH+X3PvwZLlw64D0/8xNsb40xWkFSBstF5ewAhoegKzgHuuitK0d0xTaFjoHZyPCmO3eZvrDksfNL6pggs8z46IBoE+usCNEonXSXg5eXkHYblIairATzb1o5JEiG4Nq2S+u71NwolI5Yq/CN8DQ1ref8lTkxRFa1IxKZ1I7FqmVcVWIgiVzdb5lWJRuTERrPeHMDW1jmh3MunH+RK3sH4jzGY2nH9MIMO64q2hg4bBt8KwN7W7NJSigNyihRAFwtULZKRkpEZZzzrFY1db1G+ZrV4RXWyxVXLu+xrs+jCpmc9V4RKDhcNJR2BMByfkBUHvX4U5y46XZmx07Rtm2a7tb9IDZ98BtJLcPaotNWklJChku0FGhtwWgceNm9L2fv8hU+94XPomNkXAn0tW5jZwyVhlGVovGgcN5R2hI7mUpLbFeslUJ5nsj13lFaTWVJymgajUeU02yCM3OjQ8AacMayXs7lnrkapUS4RwjwhG7DJsLGXNzNWY5WL2kfJSBKftnQ5oCuh4xyPSAb837fK1QiS+z0D5IpIOTGAVBp78fssLMHYDg9PTDiyaEAqUONlDHKZIlOtZh+an6g/payhM4WAU+eX/C+/0IBnmtO4XssgZIe5s6HXicZQyra9HW5CFpaVzu2RJX+0irxFeWVI5FkcBMOqFL60cX7QbBIH2PS5nU8+dQz7O3v85Y3vJbt2fRIRDIYXshBYXofklnoKBFiNdnkDT/5U2wf2+FzH/koV64e8Ku/+C5On95JRHXpCTIUNvyM5CwpTVrjJfIkp8wCJ2iVdJMjjIznVTdssFMEvvjMHguqLk1WWmHQxCi8MUGJLKMClCmkCyh6onNpOEoTvcckRk3vfZoJ6T+vc1JPEB1fRRWlI6Z1GhcCfi147bqVQabWR5pW8HulIsZYVssVxzanVIWhMlZaZNsG17Ss1y1lUbC5McWUFmKkbR0oxdW9A7amYyFVM5agFKawYuQ01E0N1hLCAg9EtYu2cp3axtG2NYuDq7h2ITxR0SfIzXP18iF1GziYN4n7R6Cx0hpKC2WhOFzMmT3yCGfuuJtyLIOQ2nh0dgxdxDmkYE43OYjErNIagkHpmIgcI7bwzHa2eODVD/HCC8/xxFNPo1uPGStKG7u5DKNhUhm0tQQj0N56vp8ywAJriw7T1+m8yGxGQKuAVQFjhORQxUj0azF4xYSoTN59aDRVYXDGcLB3heXeHhcvXORlu5ZxAdbIve+3coJZlOqCNGJu5SQFKXJFchCUz3gHuw0o6OW8JXqbDgVIrMdBvIV3dQfLamM7tTVNJCqXHJM+Wl9MDohUtA4hCJwXB7+TiyCpM2lY2M7zVPFv0CHANafwn13r5YLvPPJF7nzwtYxnm/3FT0siizw40kfrPWqk0s/yTRxswuwM4qBInTDC4Bu0smRlrkuXrvDxP/scr3rwfm6+Pim6ZTwrv3bH05Sdj+qjFaVQdsy9r3kjW7sn+Oh/+h3+3//9f+RXfuVd3H3njVilpBU0RR8Zlxym2Sq9Z2LsJqy7F/cQtMABHV5sInddv8nmWPPJxy6x50agpLAoHSWq6+mOqUxnS/CtAq/A5gnPxJlvC5wCtOhGdK2AOhUEvWjzjkclWnt5XFAs6xYX0zxAjLQeRlGhoswCVFWBIlCNKtFBnhSUo4JmvSY4z2K16gyJD4F6uU7G3NF6T/CweXrExljqAFprnPfJoBhWdUPjoCxbqggxGExRooxlvZrTNCva9QHO1WhV0DaOg8WC5drjXGC+aDhYtawbP4hqI4UxxKhYtZ6nn3mWcy+cZba1S13XUmsxGq2sZIxH9DVUUlPTCftOrdRaEYLq7qtSCmMiu6eO84a3vJnlasHFi5eoYmQ7EbOtW0dphD4CWwp1d1FhrOh9CEGs6wyZELe1EAuZw5gU6S3FrmCqYsSFpYQddkzW5c5BlNXQLud8+y++gZ8fcur2baxVFCa1m5I6dRR0FBKDLIEQEhxk5XOaPlofanqDdPII7JMjfN07ltQ8QarZhODxrk1ORafzLIGbTgyqnS5HnoU6AkEnLrAs0KMUQtKYFQMHsAAhXd/eFnVnQSmeurj8azkEyL2S19b3XOvFnO888kVWhwdAz36YjaaQsCE3W+fJV1Jk3Bec8t9iqHN5YhCJ51Q+Yes+tMQgA0WubTjYP+QLD3+Fb3z7CSEhy6L1g7+zQ+ieM2ZACMGUTcWZ2+/mvf+H/woz2+bf/dbv8IUvfI3W5d/Tg0jp6IpKEbve7mQ4QNJwfKLcjj0cpA2lNZw+NuEn79vl9LhBx/yYFJWZRC+uC5SVaLOoRthyhNIFmAJlS5Qt0GWFKdJ0sjHCx28TJ78xFGWJyjrABopSM5kUjEeGQmdRoOwYAstaBJcWi5rWOZyLvHhhj1Xd0rSOtm2Zz+csl0v5d73mcL5kMV/ivSjKjUrLnbee4PTxTcrScvXwgL2DAy5d2aNuGtarNRHNs2fPce7iJc6fO8ve5QvsXbrA/OAyrl2zXuxRLxbMrxywnC/kMPrIqm5Z1oG9ecNyLe8vBBEx2toYMZ2W2NJirWZ/7ypf+9JnWS8OpIPJZ0qLvPPoYUeVIkvkfhJ1Rt9k7yUjKpmOvN51p09z5x13MhmPKI2hLAyTccnmpGJzWlIWhjYGzl68ypV9oSJxrQwq1nVN2zZCVdI1VUj060MgqqxFIZPzIcGZrpnj60NibJPzEg6uGCKhDawPD7nr+jEbFZQ281kNKCMQKGwIGwGYxCjQOaqUeebfyUprucNH68R3myHgtH+zQwihTdPmLZ0qW5r9QcVOrzkfzG62KbpBAPmSFB16Y5A7nNK9i+la9Ec+DmyR5qkLC37j977519ZsvpYp/CVrvZjznS9/kTseeg0bWzuDgRV6AznIInKLKKrvEx62s8Usx5eC7fx9uoxChlJi9AlWUrSuYT4PPPIX32SxXPLAvXdSFhLtdJWA3CWVVicunk2xktbE7VNneNc/+XX+7MMf4j/89ke4fGWft//EaxiXJon79BFMv1SyKz0uKxTRqiv6dlEPuUNJYW3B8c0Jb3+F5uFvX+bxfUOrrVAbaIUOWriRQhrEi5L4FzmqihGvHUqLJnU0veOLwUOrKIid5rEyqYMImeKejCqMlkg7RN9NECsF61oOZusDe/MVGkV14YCq1JjQsj0tu0OpjWZra4ZzAjtpIspA8JH9Rc3+YsXBspbhKhfYW7VMKxkG81Fz+eoh1ijq1YrtnW2Wc48pS4JrxPk7T9PMWdUNtQvULewva9ogYj4RKIxid2vMsc2KEAN141jHQNs6vvrII7ziVQ9x7/3H8M7jbUDrFNEOgaMIUfVBSp7iz05DBiKlBbIyY4oiYMxx7nvgQV54/nnOvvB8mv61IkyDwpoCqw0euHh1n6b1nL5+CosVPnpsVVCNR9iiICpY1zWlNbStFaNsfB7rlHvsA+v5HvO9A667/W5CsSEdXY1jvVgx398nhiWnjxVUpU3F4RRVaw1K4JeQzlTONPqZDIQ4kp5HqJ9SDp1xz7+siIkPKxepNTGJMGX+qjwvlJsVUKlmaJMqY5dY93BxR2kR+yDzpY4hkhsIkvPMan35VKYg1VjD4+fmf+0MIa9rTuH7WOvlnMcfeZg7H3wNk83tfnI3xi7XOmJIk8HUJheGksGPvUPowZn0kBQ6dMY8AgRJuVtPaEXo+1uPPc7e3j6ve+h+tmfTBPvkJ4qdt5Gi7eAFUmodtWU02+bHf+7nOH78OB/9xCe4cOEiP/eet3F8Z4YojfkOzhogD4BKmz5lSOm1j9Yf8ufJnC2W2aTijXfvsPnMkkfONQRlASWqdgaUs6igCDhCYovUSiXMNEdmdHxI4kgTpKKVtIUmxyzZREAbj9IBrftLsG6k1zsQcSFiFDRpIMgBF64ucN5TWc2VufTBb45LxqMSE+BwWaOB6cgynYw5XKy5Ol8yX7eixBYjV/dXzJeek7sTCIHNsQzrGW2p64Z6taCsCtrVkrZtkGElGQJbt54rB2uuzlsOl47GB2kIUIqT2xPOHJ8lbFs4fVjCvG2ZLxse+epXufmu+6hG4jS8bzHI0GDepH1OmbpW4tGOMqFvTppzMQItRaE5deMp3vzWH+eTH/soFy6eS4VOMeXz1QrdGCbj1BQQIut6zUQZWtfSOmGBNTZpBhgIRcHIauqVwShDIiDtnPBqseLyi5eZbl5guqtpmki9WDO/eIGnH/sm100Dx7cqtDUJdsqGNbWcKo0OMdX9SDT2podetekg18x0PCSr65pD6OcNsttUaNE5SSJRKIsyoILvMhBtQJP0DbISn6YPElF0seD3yMyBLvqX85XgohSMDSfelVI8/uKc9/0VSe/+t9Y1p/B9LoGSHubOB1/LdGv7u37eZRAZttHZsNMR5wF9gSvCEQAoB3S5u0klBDFFHxFQbU0DvHjuPJ/49Bd4zUP3cf2pE5AM23DJAFGmWkvfS9WMoCymGPPKt/w4WztbfOqP/ogLv/UBfv1X3snNZ052mKz4qYETkA8gb3WgGwB0m/RoliFwhVKW0XjCA7dbtqZLPv3knBWlHBhS5xAaHSxY3WVJAdJUqjgprxTGStQfvDioQilcZmg1htZ5tHZonXrTka4OY4Qp07lA7TwuSj9ATNdcaVg3rbRYes/+EkalYX8RcWGF80GUxgrN3TcfJ6DYX7bM1zXrRiaS69ozX3l8iBzMG2HvJLIzGzEqLbYw1I1oStiiEJgleLyP1K1jUXsWbeRwHVg2Eh3qArYmBSd3xpRW6gBtiLhWIKp67Qkonnz021w4e5atzW1sCHgl10xhiWpIgRC7TK/z9x0DJ8TYt6lqFUEFqqri+pvOcObGm7l85VIy9NIV4xMe3jrHbDbFAXXrqEZy773z1NSoWvaIsYpFojnXRMlKYpkym4h3LfP9FedeeJHVasGJ05dQoeTw6gFPPv4se5fO8uqHdrGF1Bt0B5maBIslE54oLaJWHa7fwakJ5syqiT2dSBbEUVI7i7n2F1JmkYNBpM06F7GV1JHy4xlArR27cg6qcuQfPGDIbeUMupFk36aMfKDSlp8n5uAyRp44P+c3P/gtzl5df5dN+i9d15zCX2HlGsNduSspHuUpiS8x/OS/Y582ykoFrB5l7+GXFInnB2dDq1OdIvgG18De/h6f+cKf88r77uWOm2/gaDFK/o3dS+SUFXTUBBWIWLRV3Hr/Q2wc2+Ujv/dB/s3/8H5++b1v5YH77hRt3+i7pz2SMEAqqGWipsF7p3cQqfc0ZUCWslDccVoxqQyffeKAC2tD0EJCrm1SsgoR5xXSq+4JcSCCojUxtKiQ2lkLRTQeGzzBGJRriSr9TAG0hCCwmWllMKuuHaxI6mMx9XyDDsKl40MkOLnm1mjmtcN5ob6oW0XdGi4f1rTtIfuHaxZrj/OBstAdoV5VGDanJeNKM7aGyaigLExqmxQiNu9lQth5cVL7q5bLhw1785rGxzTNLZKXuxuW2cgKXEdIcFPLcu3w6X26es3ZJ77FTTffKhoKSiaOFT5h44PsoPOGJCefSA11kNZRQOlADAZNQYlitrXF/Q8+yIUL5zh37oXUmiuRtBTYoQmKKirmdYMuV5SmYNXW6FYLzWIUrD2EQFSXMdedhKuH7O7OUAqMAh0DJ06fIAbPuWef42uf+RKuDlw9rGnWC/7Rq3fZnlnpllKkhoXBzkyvkeGazF0UYx+4KdVnvLmO0ElwEomJL0oy1Ngb+nRmhZQunefUMioXQqXMVvXnLh9nJTofRI0Prj//KlsAjtQIctbUTU93MLUEjFopnriw+Bt3CHDNKfyV13ox59tf/sIRx5CNYZctdJ2eKeoIMQ2s9ENu3WbpER9JK9OE6ZFoZWiYg8dTo1RktVry51/5GofzQ15x950UJo3Ri4ZoihDTYxNupfLPFUQMmIoTN93Ge3791/jEh/6A//E//BE/9+4Fb/mxBxgVgs/nSDpHmOLK+n71vu6VDQ35Aw1wbekX10XF9ccUby8Un33ikKfnjqCKFJkCRmNVIQcVi/ON8CWpSFQNKppE1KYIsSV4legdvBzc9PrBZZGSFu0VWge8S33nWmPWXrqTUkofotQIQm8raZwnyRkTI3gfcd7x7PkDYgysa4F9dDIcmxsFm9OS2bjgxM6E6ahER4VNynjjUYXWAqs0jSOESOs9qzZwsHRcOqg5WElXk9IwLg07GwXHN0cYpXBJI6JtHT5oQhQDpa0ojj37nW9yx70PMJ5M0nyNSoTsA3nWkBPSntakaykOHqUjOprEzxVBFaDAaM/GxpTpdJL2rgwVGsAUBRvTKUVZsm4cUa2pmwZttAzooaiKkqIqiD7gQ+DSMy8SY+TMqV2sVWxvbhBMCiRiZDyeUNophTnk6nyfZn3IW1+5w3XHS3L3Xja++TzlIKrD7xPnlFDBS+dV5zxUP5imdJbiFFMvkKyw6+bp8jw4mqN3cr0hdT0pnRhLBzBWHy6mE9MNhyiBsNL7kFqK77qPjtQnB/Ylf08pxRPnDnnfBx/7G3cIcM0p/Bet7BjufOi1bGztHLlxuR8/HxygixpCqitkhxBD7pOmcyDktD4VpHO0EROko9Pgm2gPCPnYNx79DvsHh7zuwQeYjEp6uu0czcjbiKrHX0F1E9AKy+z4Cd75i7/EF//0Y/z2hz7NxStX+el3voHt2QgGugqQDlx+n99j03ZtuFF1h4nUaQJCeLazOeZtdxu+9NwB37zkCcoQYj5UAQKJq6YEZIxf60qYU5XCAHiFNnkK1HWHuzItrWrTwdcY59Da4Y1HGIqlfdAYTd066jYkfeQOYAASTXF23Ml5EBV1K3rePgg3D4BpPdEHJhslVaG6YUNhRpb3FRS4Vqat21ayD20KtIHDOrC/9KTgG6tgc2LYGmtpuTQaE6O0ubYygOe8sK5WpWZaFSz2LvPMY3/BqTM3yiCbopvrkAJOvoFyP4i5O6efIFaqwEcv090x0zEXaO3Z3Nzinpffz9PPPI1zDmOFQ2o8njDb2kSVluACujCsF0vWixVRyR71bsFkVDEeVZRFSesj3/zW0ygC3jW4pma2OUXHyHq+5uDSIfsXrzKf1wRf8/ZX7XDqWIXtjO2gOJsj7DyfENP8hc6tzSrVE2TCGyRz7f2DNHYwgIwk084FZ5WKzQrv2w46zVxGwIBkr68bSGqez7VOeyp0r5nfd/pGH2QN4KHh72Y46vHzc973t5Ah5HXNKfwXrtyVdNdDr2Nje6eLIIaTk9kB5I2TN3MOGHLq2AM/El13U9PpeQZP0W+QGHChJniDc47nnj/LetXw6gfv48TOLGUZdM/X9ztL1BMBlfrU5V1ZyvGMN/7ku9k6tsOf/tFHOH/pEr/68+/g9MkdCYgG3Q8xcUOJcM/gvTFAv7rD8ZKCB4IFb0xKXn/rNtNyziNnG1pdSiaiM5dTmm2IQdhUg0xrK10QAaMFBojRC1dVmxyBNUStUY3GJcOhjcYnjiO5lk7kGa1CaynqxlacUcbbc4aQ7w7Iz+rGY43KtwEUtAFqFzhY1NStZlE3HC5r0DAblVRWcWnhKG3BxthgkvZwDLC/aKUukYIEq2FjbNmdlmxOC8la6lr2hLKAY90K/DUdW07vbjCtSrRRPPn1R7j57ldw0+33CE6PQELDembuohEeN4MUr8UJiPa2FIWDd2glWg8oiy5GHD9+HZubWzSN8EqNRmNG0zEbW1vE1AhgCotShhAO8UQhLAyBq/uHQrtdOmKE5brm8w9/k1tvOMnmWK7RdDIiNo7zz1/g2acuMrGBt9434/iWkUE4EOgnGckYY99QoXLzh2TcnUMY1tUShYYaRPhqQB8jRlm+JzM5oTvHAvkFIk7mQPK5VpJjZJ7fDslKMI/CpPpV7DOTFPHnwMq85P2GmLUcM1Ig5/475+f85t9ShtBdo/jd/Yff+xeHu+ra6tZousFdr3pdlzFkOt3hYIpO5G0i3kOfDWSrzdFbkKeEIRkmYuc6OsgJeahOvC7aGoqiZHO2yYP33c2NadAtq04PR+KFoiNHxanekIZphGai4bknvsXH3v8BNiv4lV94O3fdcQNFGpzpVOKUErbNI7WU/DKDrijxQN3BkwjJp+hLWEK/c/6Azz89Zx7GaS5CdZoMISnG+aRLHEPiKSIQndBOuNAQnCiUAdI/3jSiY+sE/3ZNi2tamqamdVLg9T7StI669dSNtHp6kZVIbY101z1/ukJnvQcxmFLUhvHIokKkKJKzUTI8WFWGUWm5cGmFNobj2yMs4gRqHzlceS4frKjrCDoyG1tO74zYnliObU7wXniiWuc5WNRcOlxx4coaWxjO7FTceHIbhUwKK22491Vv5A3v+jk2ZptYa7t7M5yz6ekV5C+FFJZjlA8v08dODHrrcY2jaWoO9vf56Ic+wLe/8xgb0ynVeMRse0ecAqqjNHet42DvKm3jaFzDcrlisVhgtWVjPEIRqFc1+/tzmrXIamqksaLQGu09J6aGdz6wyfW7BWVVdIZUDKsBIxroqusGTJi+Kfp9nTKHDN9myhVxsIlSu7vHPcSWC7qyXdMAZHBdoCBFatnfSveTyqi+SaQfAlVJta/XBB8ejXwmIqASL1kIA86k9PyPn5vzmx/89l/LIXw/5v6aU/gbWKPpBne9+vVsJNrtHnek+3/P1ZMj6O48dhBPnzGQdszRLIEYO/qCLnOAJOUHyljKsqKsCl7xsru5+46bk8j74BbHeETPQJ4+lboyB1KMEBxXzz/Px97/AQ4vn+NXfuEnedUDd1DqAPj0nKr7/eHu6ApkZMGe/mfde0kHlTToE0Pg7JU5n35qycWmSk6hT7l9J/qTh468HMwoamUiKN/im3U6vMLAGlvXOQbvHE1dE5wMqMUIdd3gWnFM6zqwqlvaVIR2PrUtknj/0ls36R44HxMMJf8vUtSZoalshExSpWsaGeDanIxQChbrhlUj3UohihOqrOLM8SnXn5ixOSpRSpyWxrCoa85dXfDChSVtiJzcLLhhd8r25oS2bYQXqnFs7Rzj1T/xHm655z42t7extlcx6zpkGAQbqr8vKiaN7OCJQZypdy2ucdTrmtVyztceeZjP/NknKUcjJtMps2PHGE2mAhU518mxzg8XrJYLYXddrVmtlsIhZQuqwtKsa5bzFW3jMYBVkY1SsVHCdVuG192xxc6GoSgtJhvTDLPq1OKqbQfbhBClJqdNtsoDeFNmFjLeP9RU6GoQXZE3XZ30/RgjwbVH8v1MP0gKEHLErxOTaR8Mpd+LiANLHUyZU22QVotDiAIrJgBLXkUbnryw5H0f+OtnCN+Pub8GH/0NrPVizre/9HnuftXru3bV4ZBbD6uoI8UjQXiCdBblyCRHDKkmoOhxbVSCS9JG1cghyf3XwTU0UfQBvv7o4yyWNffde1saTBs8hhRVQZ/qkjHZRMmtLdunzvBTv/rLfPojH+G3/uOHuXDxVbz9LQ8xHRWClcfYDwmRB3j66GoIXeW9GJR0mAw9hSQVijO7M95RWT7z1Jrnl9JiGEhYaor8dOaPSXWbGBVGa2JwcpFihYkWHz3aG0JS3mobA2hGyuCSAfV56E3JIFwVHTFaaLxAUhF8lHmGLjIcuG6TCA9NV6RUnZGNuR4RAkTJKlAKo6H10rVVtz7pBcjTWqMYlZaqKmhcYL6qCcFLJ5gSivX5ylG7yGRk2NkoGY0LXBBuHRcCQUWuXDzPI5/4Ay6fe55X/fi72No5NnAI+arnqFXnpplkQDVKudQ4FiEEgT7I2YVia3uXyXSM90GmynWCCF+y32P0tC6kjMp3AYlrm64poiwMlTFsTQ2nNjQ3bWlOTBXHZoUI5WjdR9dq0OKZ/86pGqmonDUlVNrVCdPvoBsyNXcKMTrFsoFj0Hm/SrAWk8yl1DByF1WuAQgTgGS/utsfXQdSzKGMZM8qDmxD5xDSjIMPCQUb/Ewpnjy34H1/zQzhr7KuOYW/obVezHnszz/P3a9+PdM04Ba6NFDWS9P3XIzsKwj0Ngc65tWcRsYYB1xJ2SgOi1KKqDzeBZaLwLcff4LFasFD97+M7ekIolBSC08ng7/zoQgdTirv0zLePsGP/8zPMjt2jD/42Ke4fHWPn333Wzi2NcUkfhYyi2T+bF3W0UdiuYCX22+7j9k9TvQQjs0m/PhdIz7/9Jqn9hpaknatVhANkTTQFVWiKTbptaSAjYIQDCZ4ogmoVqN1AaoWoxKl/dDbQrSiFSgawAkMlzj9batZrduOWlxBUvUS4+ATv4/Q5+R7JD3+UW5d15UUkyHQWnV7wliL0ckNa7BaUxbSsrq3qLlwZcGo0Mwmht3ZWKRag6JpA6VVXLczRhvFaFxitBxj7x0H+wdU1rJ/9TLf+coXuP7Wu5ltbQ98cIZP5L5pbcThaZJTcAThN0/F6Z62IReNm7ZJQ5merh6RnIpWqQDvWiDrRchsBj72BicEjNIYK6R2p2eGGzbh5MywNVJURsnPje0z5G7PSvQcVVa0SzMBxibI0aOjEvr12N8boZeng3zoHprT2dhBRSrdyNx2m4Y30pcJftJ9EKBS1jA8wvksSHNHylAGsp2giFEkT/MNynXJjBY8eWHJb37wO39nDgGuOYW/0bVezHnsS5/nnte8gY3tYwAdbPS90jYRqknZQeg3Smc4B8XhLHE5XDljyE5CMl9hWSVC2wSef/455osFD91/L2dO7ghePOjjViiRzTzijehScqLCVFNe99YfZ+fYNh//8Ie5cOkP+dWffwc3XX8Cg0zlciT6zxDRALdORoMkCToshOtkoLKD2Rhp3nzHhOMv1DxybsWasRgDrSTwxmOUIiTHG5WWFj8l7ak6OEIwCUfWBO+wyKCUbxN+7S3KachqX01D2waM9xSFp1i3EEWbWIJ8he0i7YhVdNBBVqbTWiWSXJHVVMpgrE4+LQ3XtdL5FHwQTYdCup5KK/KRdeNYrh3S8qoprGbdClXzsnGiOqehaR272zPRmkhG7OqVQ4KHUWFRCi5eusyjX32Ym+66B2tLYiQpv0kWl0XjO7popAYl+0gTEdGXECQTiyEN6a3WzBdzqqokhjbtX6ntRMD5JulLtLT1mqZpiS7RWSRJWxVFva0oNbMycGwU2BkbppXIfZqsrazz3hZ95Hz9lcpNEum9a9Ub9ExZ0VEHqC7S7zNMCWiOZvTiLGOqz3RaxzlrGGaLMUo6YlTnXLqj000i54inH4qT55HMQ6jEYw81dWdePvPfh0OAa4R4f+NrvZjz6MOf4/DqFYAjWG7+M1y5rU5lMflOB7qPFuQf1RWf1UseP6z3SGQTCbER6UjnuHr5El94+Ms8/sxZodZWCt+R6vU7WuWcGtnQXdeG0ihbctf9D/Gzv/pPuLDf8G9/6/f4yqPP0aoxUYk4/bDzKrel5k4R1bVcxczLJohAjrSUPvJ5RgbuP7PFm26s2FArUmwrhteIIHkeaJPra9C2EFF4U2CKEl2UaG1R2mLKSqLzosCOK+y4oqhGlOWYajSiGo0Yj0eMxhXVuGI0KpmMLNNxybiyFEace9M6mtYTIomAT8u0tNVYYzDaYI2hKguqylJYQ5FaN4uOVjurcUWZ2E7ZROsCdRtovMelTqRlHVg1gYN1w4tX5jgnEMRkWjEaWdrowSouXT3kxQtLFAZjDW2ILNYNn/nkZ/jOo19LdZiYHANyL4ZDbOTIVmQ4ve8z2QyFaCOMpNPZBuPxOBlYcb5ZNjQkemzvWup1w6qupY7Ttt1rGQ1aRQrtGdnI9shwbKyZjRWVlclzoTqRHZre3CBIGup6KKLuW2uJef9BbqbodE3y9lYkevujM0bpBDHkPur2surPR57274z5IMnveZSGpzR2v5AIaNIsROzO3ZFwLzmE9/09OAS45hT+VtZ6MedbX/ocy4N94Hs7BpO0aPOfoWHvtWXhJbul42oZdjgNHYNkD4lALvgUtTkOD+c88tWv8dVvfgeXIt+gOLp504mJsXdWsYsoDZiS62+5k5//9V9jtLPLv/v/vJ+P/dmXWbWagBH5yBh73DUPrqmUIZAPUxwYm+wAEyWHVFzT1G3g1mMl77h9yokqT5lK1NhJdZKyg8RvoxKMYGwhkWZRiRJYUYpjKEtsWVAUBUVVpu+LUyirgqoqKauCoiqYTCtmmyOm44Ki0GS7oVBd01XO0DIAGGLsYCZtFEbn4bhA9ELdLE5BkqssvudD0qyGDhbM3E9tUFw9qFnXQnmws1mxMbYYU+CawHy+4tz5QyKaw3XDumloQ8Cj2Ds85Cuf/zzzw0N80oIWag3fZZl5P4UQpevKR0JQ+BBTG6bvpqAjiqoqsVZqMlLnoq+TpWtQ147FYslqscI1DVm7XBMoFBTRUwCVUUwLxdZYM7KirWyMEV67LpuUgxCj1ICE7luuoU4dSBkW6zB+0nhlLjancyL7PLcc94fryNfB94I3qp91kP/rbv/lzGN4fFQWouoObt8OnOnwpZ6YO+hi102XM6AnLyx53+///TgEuAYf/a0tyRg+yz2veWM3xzCMSoYzDdAPGcXQdzAIOYFEFgInQfYU341G5U2VMoDYPTFRO7yPzOctX//Go6Lodt89bEwqEboZZAiQz1EPXw1IMogqMjt+mp/6hV/mkx/9CL/7wY9x8cJF3vPONzGbjGmbBVopbDrIIRXk8myEvFPF0Zfs8CX5EyJS5hRCuxNTxVtvrvjSswteaCpaJfoPRtsUwSF8/cSkeKXoZBC1xhSVHEIjFN3EQNDSTWJHSEHaF2jb4tq1RMyJL0m4ZxSoo629YSBwEkMUmEWlwSlVyO8GgaeUEg6gDHHoznCQ6kSkIDf0US4KFwLzZS3NARGm44rpxDKbljRt4OLlfYietgUfkmC9MUQrHEuHy5bWwTe/+S3edPZ5xtMpWhuMEQhJJWxdhUxhnRxDlKH8EDLU0tdJBCb0HbuoUanPH9m3PkFpTdNycPWAZrnGaE0x1hgCpYKSSKlFNc1ohTWiwib1Hi1y07nYmunpSXCngqjTfdVFFxzEI78F/aN6OCYPi8r5GsKz6XHpg4aktNjPOPS/J3MQGTE6CrnKe+npwPNZyr/ZQcDepyBRalMZNopR8eSFBe/7gyc4u/f34xDgmlP4W13rxZxvPfxZXpYcw3ANmVZzFpFb1fqpYADZzP0WV902hX76csCt0b1Gt92DGFilNF61PP/CWdbrmlfd/wp2t6ddBPiSJDY/uosG5WyIUS1nW/z4u3+KY8e2+PiffpJLV/b45Z97B6ePz6BZ4b1L0XsSSUnKURkTzlBt1wL4EmeWh4HyvMLu2PNjt1Q8crbmO4cljbIE+pY+rUHFIN8DwAh2HkQCVSktRWObO7jARhkacmnWQZlET6AMSitc2+JaYWBVqhKOHxeFQtv3Ls750BGXBe9TITJirRgs7+Q9pSYrCQg0vSpYuu55LqLr4NIKFyKNDxRaURVCInf5ypJ14wheIs3puGJUFqzrFiKcOFlKlJ8G5C6cO8+f/OH7+Zlf+DVOnD5DsIaiKNA6JrhRp/sROwMbo9Qb0AVon+RSFS7AYrmmbVuKoqSwBq3EyWir0UHjnUcD8/kyMcRCQaBEUQBGaayWeY9xadicapSWaXOT6aaza+yySSBmqEijYoLhhmclY0q56SLt6g6SVfQDcANn0BWhvYgCdU83OEV9QEYXw8QEQ/WQb3/vhtl7T8utwKVWbCPypqF13eT1UxdXvO8Pn+Ds1fp7nMO/u3UNPvpbXqsEJS329/pUdPAnO4HvBSd1rI1KJexcbleuPQjk0tI7hMGmRBhGCaJ6lVNX7x1NvebCxYv82ee/zLMvXpTHDdzQ0aU6g9F/S7BkU0146I1v5ad/8b089tRF/u2//z0ee+IC3lRghKPIuTZDv727yme0w1jpMO4jiFmGlgSsZVppXnvjmFcd94xoOxGTDCmR0nqdiMy0NiKsolPEqUyqORiBl6oSU5UUZUE5KimrCluNKEYjytGYoqwoE6xUVJbxpGQ8shRWIlyToCOTaChUKiZnwaVccE5NxPgQEr9S/K4rngME+ZPcvDA00zSeddOyWNZcuLLk0t6Kw4UI8DRe9ImN0RijOHF8xmQ84WBRs2i8TGprxbnnnubjf/jbPPmtb7BerWmappM3Dc53NYcQxSEoDKgCtEWZCnRJiIrVesVyPscoRWUtxiQOJGOw1mDLAqWN1F2SdsXIKioNhQLTdb8J6d9GEdgsHIVJnaVE0b7ItOzDoU+0DIEFcdyxy7jUgGZdMZwY7uBGo49APbK9eqMtwU+/+aSGl+5prvvl3l09OJudnrKcE53TiOH5yc4pBYDG9hxHuZb4g+IQ4JpT+DtZq/khjz78Web7V7/LKUC/OV/qEPLPdC6UcRTj1ClqyrBD9/P0ur4LoGKHZcYgQ11NU3NwuM/Dj3yDrz/xnMAFuqe9kAfmiGoQBSXcuIMebMUd9zzIL/z6L1MHw7/597/H5778bepowJYoJRKVUmtIfdwBuunmATglSURfHETl2YkEHWhNWShefqrkx07Dtl6jyTCDTjMM2bEOnawV0jcr4udKi+EyRqQxTVlRlBW2LChHFeVojKlK7Ficgi1LqmpEOa4oRpZyZBhVhqLUyTkk1TerqEqLTQ6+/3xywUKQnv3sHLwLRybgNdK9lDpAJYOLQsy3bjyrxtO4HjosjGJkdacgNhmVTMYjDvaXLJfSNeWjOKfVasWFs8/xqY98gGefeIx6XePaiHMB5xzOhzS0lxTSIkK4FzVtkAwhRk27rnnmW1+n8B4bI75tU21BnHKMmvMXLvPUUy/QtoFCQ6kjmiROlD6XRlEazbhQWBMxOsOmsXcIA+xqGBzZ5NiHmVUHBeV9mZxBzv7ikZjm6BnMegVd5p7otmWSWB25h72+c/dsaMG7pJZHYCjWo7pgKMOP/ZnM7+WJC8sfGIcAXJto/rtco+kG97z2jcy2dsiFruHlf+kU9PD/2UAAXe2BDi4Z1h1yMTqmQqw8QNoNU6UiWXWtDLYoKasRt99yE6982e1UpUF1LJB0xbCcK3QHMLfTRYWOgRhaDvcv8pk/+ROefOzbvPNtr+Ltb32IjVJ+HrxDETB54jPl4FHF7h12IXLq+BACv1Scyzq2ckFwPnJx7vni2TUvujHoJNyTDGTWZMhoVY4+8/UIeIELBoyXbdPinSe4BtdKcbSta1zd0LYNvnU0bSP/bxzeB1wbaFv5F/I5GYJ/SowmiNbDoCbR+ngU9EvGq3X5muegQH7HDnQ5tIJxYRgVmqoqKLRhNCpRClZNw9WDFYs6UDcBZRRb04KbrttGhcDm9i5vfdfPcts99zOaTNOcg8ETMMZ0iWcInkjAtS1ts2J9eIWnvvYl/uKzfyoZnlYEbcAKoWK1scFzz7zIw1/+Dk3dsLth2J1apoWmMGCUQas0k2EVs6rg+i244ZhiVhmsUcLSqkTSlRT8iJFOWUtRoG1Fuq3ybxpAOwI1pSDie8I/DFu+07kL4oy6x6i8D7uHHM0K0jLGdPszI6zBB9FwyB11nXPrmQ3yGX/ywpLf/MMnObv3d+MQrk00/4AtqTF8jntf+yamW9tdCvnStrjsELoUUw3rCDlqTml+PAoZ5eJXjPkv1YmsdFWD9FdAokTvl3z7O08xX6x49X13sT0dCxafyMOGMEeOm7pXVCT82bKxtcs/+ql3s70948Mff5jzlw/4xZ96C7uzAm3EkTjfSESf+WK6D9YfRHnqVAhNnyqhWEQkyixs5NSm4q1FwcPPXuaZdpNWVQK7aIXGopR0YBEBfzQz00ETjFAl5BqDUOakAqothCYjKqy1mKagrdcdzYjUDwKtCWjt0LhOfxikm0irntqEBBFaI7xAEWnxtEqRBslBqSQSBDFIAbcw8r6tHkzlKsHji3QNcQGvI+u1FImdF/pt5wMuRnBwsGw5mK+YFJrL587yp+//j+w9/yQ33fsgm8fPUI5GoAzG2C7blCJ4wLcN0TvqxR6Xzj5N29TpOsneWi5XuKA5UU0Aof8oDGyUmpHRaeK7v/Y2FZiVEi2IwpoEv8Vub+RRR1FrsyhToIpSnH9HXRvTtlFJ1Kbf89KKnKew5XtikNO+UrktmBRwpbMSYhrkU13tQB+pW6S/BnXAHLBkCFSaOxQqHNUbAY44hCcuLPnXf4cO4ftd1zKFv4c13phx7+vexGz7GETwL9FeHWYKQ6wZSANCfZHzCKV1jB0eGEl4bMYx8wbOMFQUrF5ESoRPv6hKtjc3efV9L+P6E9sQg3TtDEHSLmUPZG1cgYSCiPJER2hXPPoXj/CJj3yc287s8is//3ZuOrWZtLEkQhc/kGCxCDnPltqwT5FozhxCf4DTe5AMQLDmdVPz5eeXfP2gwpuKrhURqaeokDKF4AeQQfoceKGKDtLvFF3i/vEe7x3etYS2wbmGtpYMwreJQ6l1+FZ0kttG9JvzPWsa3xlCnzIUaw1lWdA0osuco8YMLRGhdokLKQhb6qiwvRGlzxo1SQdB6UQ3EvpMI0TmSZFtncR8jIbrd8dsTi2V0hRaM6ksJ0+c5Po7X8YNdz/Axu71jEazzjEE76nrBQpPWO/z+COf5esPf466adKIg0TxLgbmtePUTbcy2ZzxxGOPc+ncRbbHhkmpKbRwQekohd7CKiqjmZWK08cMN21rpiP5LNqkGoDSHYSodYIi7aiDdHr6lNgVaru9kaDDPhPoZTXz17L/tNB4DFgHMvyUn6sPxgZFsUhyYiSqmpTVJxr1oZhPPpfde41ydp74O84Q8vp+zP01p/D3tMYbM17++jcz2975ronnlzqDziG8ZAPL931v4LKxJGWrwXfGV3Z3H+EL31IugkltwqQC7OZsxn1338btN55KJn8g1jN4jcSO00E0ZOFyPDHUPP/k43z8Q39EqT2//LNv5f67bsAqhcIniCqtLGCiYuJFSp8tUSsIZXcPkWW4J+FoEKAJLX9x3vH1y4jUZ85icrtlUmuTyyH5jhhlh3T0p+sbZeDOt66jGfHtGtfUNO2a4AKuEQfhm4booVnX1HVL8HKvvPeslmuhxu4yNhFYLwuThIo03vvkHHRyDhHv5B6FIA5+VBrKQgsJX75WgTRxmzKHiDQUpPjahcDayaT3qvEsW7lWJ7dKTu9OsMj1UMGzORmze2yH6bFdztx+L5snb2Zj5yQEx96lF3nxmScwKnBw5RzPPv5t2nqFtZaiqnBtpHUOR2TVeFzUbO3ucvXSRZRvqTRYJXxPxmiZQbCaSsOoMGxUipMzxa27hkllsPZo40A/2GlRZoQuyg5S6jPoeAQ26mt1OeDQhCgT4hkW86ndOHtR2Wt9sDBAoDpH0Dd69DW1nmIGou/P4XcNlA6y/gg8dX7Jb/zhE7z495AhXHMKP+ArO4aNre0jDuCluONLM4e85Mt+HL8fIEp9+rkeMCjCdVBVmkLOrZTiGOQwjkYjCmu57eYzvPLldzA2JtUQjrxw+tL38FaM6HzIoiPi2Lt4nk985I+58MIL/OLPvJk3PngXI+EsEweA1EYgvcUsUk6mMkg/jxLVx6Qqp1VMEEvoShQuBJ690vDF5xqu6ImwZaYZgp6dNR9caZUl+FyowAffX2svTLA5Y2hbmcr1zslQYNMIFXctf9brlUwMB2Sat27wIdA2Icl5ymsSA0WR+JzSgEIW+Mmke5nyRCPSnkbHRIon0XQk4hKZntZKOgp6lASf2lhdiPgAi1a+no0NN+5OKayhbRushtl0zMiaVBw3BKWpJhssFoe4xnF4cEhEyP+0BrSiMCVFWRJCYFXXHK5bGi9GVxuDikEKyCrtiQQTGa0xRqCvUaHZHBec2ojcuB3ZmFQCI+UBwY7RVJoZdDHqye46OChvmpQlp0K0UF+kn6X76VxDjFG6zgawz9FAKjsY6GcU5HlydxnJaRzJBNJw3/B72TH4NJOQn//JC8s0h/D3Axldcwo/BEugpB9jlgbchis7Au+PZgNHHEOCRpTqO1lyUStZmL6WIPEwqT6cINB+Spish2w0tjBMRxNuuO4kD77iLmajMmUeL90uKaLv7HrvGCIeomd9cJXPf+bTfP0rX+Udb36Id7/tQWaVRpONdeiwWjmkkpnExIcRQ0y4fxojTlmFnN9MF5BaV1FcPGj53HMNL7YFAd0fWGJ3WdILEIJLhiBBVFGyC5eHj4IXPYbgca5NXwdC63BtTbuuqdc1ofUE52m73xEOqrZ1NI2jrh1tK9xBZZEF21WPV6eagiJKi6vW4Hyi0RBKDa166MR7cQpG624CPN92n2oJPuHkPjG2VlaxMS4Sh5Ncj8LAxrhiMqo4mM+lNVrpDI3Ttq1MGGuN846oFGVVMq4qfPC0LnL+6py6ESrywmg2xiNGFpQX5tpMTyKDakKVURWarVHJ6S3NTcci00paWoXrSLrIlDZgC5SpJFvI9bKuiNyfE0iT0AOm0iN7tLv3MpAXXJ5J6PdzZ+P6lqEj3z/CMpvPoxdaj5faxw4azMcuwhPnF38vkNFwXSs0/xCs1fyQb37h07z89T/GxtZOioj7NHTIlTRMQwGIEHRARw14wHUGg1RHEOKtmCK2RK+gYheN5sJl5uJRGGJwuNazCJFnnjvLar3moVfcxYnt2aBbZ7DS28mGro+vhKNovLnDW37iHWxtbfMnn/okV64e8PPvfiPHN0dYfF9sjkqMfH6PyVF0mG5+qW7QTQ3LEaioUNpwatvw4+MRn3vqkKfn4CmldpBpkpUeUHEbchFbZSeEQoWU7muDtsjgm9YELdPUTvXtiTFGnE6srErTKkURwYVWnKQWeu1FbIjBpHssn0OTKIhUYlyN0pZaaAXWyByAFoNkrU1zJ4N7h3SWBSQqDwG01SgfMOm6FkZ3DrNxEa88SuXoX1E3Hu9XhBiwUZhHjZLHjMZjABarlTgtrakb1xVai8IwrkppbfUO5yNN01Aqk/iq8sRz3hN0heeooPEx1SbSvVbSNqyNRRWVEB0aKS53zzKAZ2KMR9p/Owt8ZKkO+pFzlOd24pHmDgaZx5FHp8J0vuaSEWiiFzpw6UD6Hh1Ng9d/4vz8790hfL/rWqbwA7IESvoxZls7RxS/oN9guU+7L/YOi9HShulSJNul0zEj/8nJkFg8g2DZfkCv0b3GANe1xlCYgp2tTR54+V3cdN0uKkfR8i7IUVhv7aRG3GMaItoSfMNzT36LT370Y8zKgn/2Cz/BrTceo4gBVGoZjbk9EJHkzDKRcQidJSuqgC5TSGyk+ZADy1bx1ef2+MZVzzoU6bHpcKee+JyhZL6mGH3C/LtXSgNUrfzPy/twvqVdN7RNQxyouvnGdRCTbxvW9Rp8oGk9q5WowrlWpqw1CUWKMRlPcTRGI+R6KEwelEvwjm/9QJmLDgYJPnTGysfEpeT7+xRSfSTf25yBFApGlaEqLN63HS1023pOHN9huVozXy6lhqo0jfcUhaWsKlBCErqsHTEojNUUxoILtM0aFRwjK6+jEEryymrKwlIYmBaaW3Y1N+9qRmXPWyV/KrAFef6hqyepwcAY2ZkPBhjTd/O1GO5JUvdRcKKz3DUdpN9RSh0tWncPS0XlnEhkWGoAPw2dwrCr8AcBMhqua/DRD9kab8x4xevfzDTVGIZZQd5s2phuMwJH4CVRHDtqMLohKHU08whBCNoCsRsui13UI0VdoalQFEWBNQWjsuLld9/GPbfdiO5EzsPg0NE5B51et4vOiBA9yrdcvfgiH/vwH7O4co5f+pk38+r77qbSPtUtBMsPffogUX3i3Onqy5AyiwQzdQYvvZF0zRrn+c65K3zxrGPBRGi2Ub1TICRYQeN80zncYdtsSN1PIYgxiYlWOfiIaxNc5ByuqXGNE0jPedpmTbNe4b2nrRvqVUMEnPMCYYTMRCqGRiEF2cJYjJV2VYGS0qAi0DpHTNToRBLb5hCuUAL9+CzgEyFqXFKjy1G2DMpFCiv4fmHAe8+i9lil2N2ZopXi6v6C0WRM6yMXri4oSsPGuOzqSCFGptMN7rrrVk6cvI7RZAvXNJx/8QUe+8Y3GSmPjo4YYoKNLGWhKXVke2K56yScmBlKW0AanrRWHII2hWRqifxumCFJlqe6zyPwZ96D/X7o5nOjZMPeu67OoFN3U0xZdI4Eho6mO3uD11Wo1LiQn/e76wn5fD5+bv4D4xDgmlP4oVyTjRmveMNbOgW3LvrIk86D9DT/yZBRHNIDDGoPeUPnlTOMbABdYs+UX1ZHNrhNguLWGApbUpYVN565jgdfJopuJGgqK13lJVO5w66LPO8Q0cEx37vExz78YS49/wxve+ODvPOtD7JRIl0xCcqKSdhEdb4ldFEdHSShutcfbtEhLOCD54Wraz7z9IKrfgRWOBVyMV40sROMEzwgLboJVyNG6U6KqQuqdW1H4eBDxDWtFLTbNdF72tbjanES7XqFdw7XtLRNg2s8LkjhOQZ5zhzVK58YVlNNRyNTy9oayfhi5iqS6xF8uqoxUhRWMoOY6TWktTXDLm3SYcg/T+UGFIGNsWVSaupGsqTjWxOKQnPxypzpdMxkMubpF69St5HtzRIVchE7Mp1OeMOPvY5bbrudarSJ0SVRSWF3/+p5Di9f5vGvfJWDK5eoCsu40pTWMrJw/abijpOGcZWgMW0wpkBZm5xBkbgveqgodxaFtLcyeWRHd50c5ZAYsmOlTQyxHeRodHLI9Jsnyi7Nj8kOOTsRGXQT2IiUiX+vWiDA4+cXvO+Dj//AOAS45hR+aNdkY8Z9b3wrs51jXXcQA4eQo8K2FXUryRZcVxeAozd/6BSOtLkOmD5DjAI9DR6nQSZLU7oudA4F1WjEiePHePDeOzg2G6WW0ZzMJ2gnSo1hWJjODawqSvRYrxZ89pOf4KtffJjX3n8Hv/zTb2Jns0Ilx9BJKnaoUXIWICB/VANHkIrPCRPWg/0akBbTiwdrvvDMARfDBs4UHeyW+Wi7wnyKOju1r9R5paI4Jde2hKQA56PwGxGitD56h68d9UqyBlfXeNfgmkai97qhbR2hDYQgDlmmpKUFVmvV/VFAWchgl0BSPaFb48SxpAtDYQzeeZQ2+BjwPndnCZ9R0zpsFvLxgboVVtkQYWw0p3YqdqZl1+nkfKCqxmxsTXjh3FWu7K/ZnFWs65a6dphyxO233cytd9zEzbfcxmi8IbQh2qAQ9k/nWup6ztNf+yqPfflLjArDuLSMC8W00Ny0CzfuFlSlldkCU6TishUqkoTV97WCHvYLIVNJDBzCYMUs5hRJ8Jrvt2jiLsr1u++2bX2WkCmyMyQVUzaulRaH5fvgqn/tyBPnF/zGD5hDgGtO4Yd6TWab3PfGt7C5sztIS3seIO9cBxsJdtzDR0eyBKV60XPoUud81PLz5Uiq9T5BMxlXF6MsA0G5zlBQFCWbmxNeec/tnDm1g+rI7NTgkIhTyLT4kPFYT8SjYyS4NV//8z/nUx/9U26/aYtffs9PcNP1O5joREQ+9jMSdNmGfC3vTQ2yhAwlHP1c6UgTfMt8VfPIM1d5cj1jravumiilBb4YwHb910FkNsXCJEU3MTwhwXWSNUhrYvCOZlXTrlt863CuwbUt0YmTCM7jmxbvA4tlTb1cC+wUU+dRwrCD9xgjEatPegaFlVbiugndHUx8f3gvFRaXtBmyXGiMitZ7ijQHsG48bUwGEylQz0aGW06OuW57A6WE+dVai/Oe1bqljYqrB0vGkxFnbryRl99/P6euO50gGCN1AG2Sip4SfqcQcL7l0tmn+PLHPkJJZGNUMilgVmnuOGXY2bBoq4W40BTJIcjzxZy1oiHtv5zl5uJv7iaS29gHBf1K0qDDICnDToPf7YOmtG87bYbkR7QieKkVKZ04lZL2R5d2JWf1xPkl7/vDx39guIyG65pT+CFfk40Z97/pbWwe2wVShpCggZ7jJxeZc52hdwjZsNlk8Ei/m3/WtUNmDDSSCNui9CNKhTJlKbqrS6Cks6koCibjEffeeRt33nxKXidAX9qm04PuE4bY/YnBC911aHju8e/w0T/4Q6YWfuln38b999xCpT3RNylDCN2BFfhAHIZOxiJfn++1OgMviD5NveTR56/yyN4mKzNJNYrYG5msfDNwpCD0B9IeK5lRTH/HxAOV74fzDtc2tLUTHQUXxIm3Lb5tcY3MPLSrNQd7hywX6342IdFHkO5zLrBKNqeSZoHUgSSbyS5PCSNrhDbx8KASaye59VgMaetkSC8rwCpke5zeLrn91JRRYRmNR/gIB3sH1CEwXzZMJhPuf+UruPu++6gmU7QqhQ3Wy/vIDiHG1A4bJXi5fP4sj376Txgrz6TQVFZxfKK56YRhPJI2VG0M2pSoVEsANdhvudWUBJFm5tKeQC8ODHO/DyQoCL5NLKp5IK7fK303kUrXOiuv9QGGwEee4J08Js05EHoGgfzYx8/NfyAzhLyuOYUfgTWZbfLAm94mUFI2DskhQDZ4iQAuHYyX1hXk0OvOuGXNgSPj+B2spDpK5ZgcQqd1m6Jj0TTXaGMEHx6NuP3mG7j39hsYlYVQXqT333chDVeaYQiCaYOH4Dj/3FN87MN/xGL/gJ/9yTfw5tffz1i3EOr02XqYKnYxXOxYKo8e8PSqKZDTKvFQR6GEcM2K71xyfOmCYqUn0tI5KDzmt9x99PTZ89wHA8MjTqsv1vsgXWCubbqic3SBtmm7jMG7ltXeHhfPXsQ7jzGqh7EQrNoPJDRFK1kMVJbK9CrfY3mjzntRb4t5eDcrEwyuvxLVuJxJpAQLgFGhObNtOb09YjKdcOHSPlvTEY13bO1s8eCr7uPMrXdSFGNQlkjuChK4KU/EhPTcRJlzePY73+K5L3+W3VnJqDBMi8iNuwU7M2GW1VqnqeUEPxlLbiYQ3W7d4fl9BtxPGOfmilwHODpN7AjOdx80txEPnUCuSQydSTcVnZotpECdzkPK4vq9JU//xPkF//e/R8W072ddcwo/Imsy2+T+N76V6db2d9FcDNtSsynIkVP+vhIrnlog+wh4WIzNnUpyoCOtF/FyIAPrKeUOaCRj0VrE1Y2xjEYVN5w6yStedgtbk3FiNyVxJw0z+j6biSpI/7+QE0FsmV+9xCc/+jEe/9Z3eMvrX87PvvON7Ew0hKYzvl2UroY1hR4u6+AEFZMSW0j1DZ+gLIncQ3CcPQg8fNZxOY6J2qYuKRmUk6ln1TGz9hVv1UWc8rKuu+75s+VI3rtEf+E8rpV2Vd+01Is5l8++wPpgkbSehRkqeHmd4GOahJa5hDbVEJQWcRafef5i6AbNXAjJOMtNywarcwspmI5RpUi+u2yA6EKMrOL4huHEVsXGqMAazc6xbV77xvs5ff0ZohrTRAPRiFNIsy/eBZqkFSGwZiB40RP5xqc/STy4xMmdEZVRnNzSXLejKQrhYIpaS4agrUTzxvTOGZ2cvhh4WXpg2Af7d+DhlBKnGgcNFC/NEPqVHMCRxx/9t+9o6gOzDoKKgSfPL/lvfsAdAnx/TuHa8NoPwVoeHvDVz3yCV7zhLd9z8rnvjYZ88o+0sqLyeBN9Wjzkehn0gCcoRUeJXJ333ZyAlD4DIsIi3DsxOZl13fDsi+dYrFbcf+8dXLc9ozNGyXimYya2SAVU1MgkcTqwWDZ2TvAT734XO9tbfPILf86Fywf8k/f+I27YHaGoU+gu4vUqTSsPjbV8jHR9gjiA9LKCoSeoR2mFjpozW4ppqfnis3Oea8doXRAUSRUtP5e8JtBdr376NXEydZmKfNtaCz6iTJR5i6LEltJOup4vmF9eQluzOauoyioZJLmWbeOpmxbrddK/kAE4cdgKr8FI4xchWtogtBfZwHdZWo62h4YttfGa9LMhpq6VdBTNa81mA8e3SwoL995zGzdcfz22LIRfyWeIKuch8p50iCLY41qaZkUIML98gbCes7VRUBoYlbC5AUUh8xconQrMSVozC+FEyMY/ZwIqObSEmH1Xfan7GWnCO9XccqE4a3MM936XAqcr152XGLpMuq8zKNFvHlzTHyaH8P2ua5nCD9Eab8y4741vYWNrp8sE8pKOJN+xQPbF5r6+EBAKCq0UtkjxQIoYQ8LcA6nd1UubZCZqCz4I1BNjNw2sImBsUhqT4uC4GrGxMeHld9zMzaePiwhOeoxK7wMFAY8O/fuD5C5ihOBw9ZJvf+PrfPxjH+fU9oxfe++Pc9etJ7FxLWExAVF3R55DhSNGuX9ecWRadT2gvVNNA10xeJZt4EsvOB4/NLjUVinPoTvD30WPaX4hRpeKn/J6vQHzKaIPqATc+yhFcedarr7wAvvPP4shUJUFo6rq5yYUuNbRtJ62FTbV9brFuziAD1N7ahRuIx9kgKxeO1zIXVv02FAcXuWjVwfS1DF9p1hlNKePj3nFbSe4+abT3PfAPcw2Zyhd4FGEoHDB0iYRnhBUV4tyrWOxmrOcL1geHnLu8W+jF1fYHMHYKk5sW04fKyiMEYoOY1CmxNhC6iPZ2CtFnjE4YqJixvQz9t//QOiwpcYTQ+wpreWAoE1uM9VH7tlwWnkokwv94GgucmfG3lx7eiLXEH5IHMK1TOFHbK3mh3zts5/iFa9/MxvbO0ccdY568sHQusdMQ6Km0KiEJ0iKb3IBGrpJZ0iRlFZo0cFM3EoKHVRnhMXeKPCeGBRRSw3CGct8seRrjz3FfLXmZbfcgNU5SpXHkgxQTBG5RHM5zFWgDXY04Z5Xvorx5gYf+6OP8O/+1z/i59/1Bl7/wC0ixpKMfa/M1mE5ZL79GEFpgY2S38jgT2d4NIpoFRs68vobDVsXGr56acValwJl5PrFMCiK8mQZS84Ra74HmXpaPk9mMtWE4Kmv7rE4/wLj0jAeTRiVJcZalEnRfIj4MjLyLc556qamLAu8F6fvnU+NBgEfoPVQN9LCqw0UibdomPWlmmh+8zlfRArRcr9Nl13KzEbbelyIVKWlGlUobVFKo1MDgtUOoqXtNLClIqJUoDQKbxQvnnuR+aVzXLdZMjIwGyt2NzVlabG6kEBGC69SZ76V7EaVKVky/UpHU5EzuKNtqMP/i+3OzQ7SkZSnoDMU1e/6+F0OJmcRPZNAzjIzCiW/+8PmEL7fdc0p/JCt1fyQr3/+z3j563+MzZ1dMeRDY95t7txp1BfV8vIEtA+gZQ5BpUqqxhyJkggRdCS6fqRfD2GqHNWFTEUBTbMmUjEPgUefeJb5fMH9d93OZKTRqegdUg95Pm1H0/ncVqhRBm657W7e8/MbfPYTH+d/ff+fcunSA7zzLa9kMjbpfYQu5e+cVX4WBQqZYM1cO9BdrhxEyyE3MELx8uss08LzxReXLNQE9LDtMePWqaicrxESfaarnf5WmDT0lA2cW81ZnT/LqNBMRhXTsehA61RYzY4sxkDbOJqmQSlFYZPGgreE4EX1zTlCVNRtYL1u0Ah1RdQkSu1BvUj1xedOYDL2JHVm4DwIwobatAHnIrZM3Vgxs4YKvblSBqVESGjlPMorCAHt19jQsNq7xIvPPMGJsWGjVGxNDKeOGWbjUrQVVGozVeIUYpdxDekqslHOg2mqt9DDQn92zbHfQyiVyBbz4Kcma39kGA31Eg4vcsac+ZEyCV7/vMLSq3j83AHv++CPDmQ0XNecwg/hWs0P+cbnP80rXv9mZjvHXgINyAEJWUcgpbr5MGSqAMHNU8aQhEuUzqydAxzaiw4AEREkyYZxiOnGJPIShb3Stw0xWLxzPPfiJZbLmgfuvYPdzQk6eDpqsjg80MkhqAwzyQHWWnHy9A2846d+mi/82Z/xoU98lctXDnjvu1/Lsc1RMvy5YKHIE77ZyEJWo4t0hPovBVNyUK8VpSq5fTcwsZHPnV1yJYwAm55BJpoViqBkQM7HPIcxyHS6p83cOoB3HJx9FtW2TMcTZhsTqlGJrUqIqa8/G9sYEzOpGG5RxwtpWC3ii1aou11kXcvEtDWgozjKaBLdReBI0Tnfe63kPhsNRqUsLd2LoKXeUGqNbz3Bxb5gqxUxCg1JN2CnItqvWK8c1pb45hB3uMeTj36Dma65bnODranh+KZic6oTCZ8FNDFpjJOy26MOgc5J0F3H4ZR+7H63R0T6Qn9/l3NmpMkbV6meXBKGA2qy7513ZL4joMu0c33iiXNz3veBb/9IOgS45hR+aFfOGL4XlBQ6rCDDSamVDnoHISrF6CBMkdkhABilCKof4Q8horQUFnXMOHwu4KquuynGIANaMaJcKw4i9ed//stf5/577uTGk9ukXhIylHRkdYc+RfZKo6NiY3OXH/tHb2e2ucXDn3uYCwcH/NrPvJGbrj+OwvfDZfl5U2TfDbCpQWbDS19y8D2lsYXi+p0R/6i0fO6FmhebiFcapQYtkelvHRGt4pRhmSQLKd1ZojYWoufqC8/S7h9SFpbJuKIal5iiSJw76RqqontmbYVmoygK2qahbX1n/EJZ0GhNu1iyWrcpmhUVbrlfunOMGQADCDo7x5h0DeRexyCfIWt7F1pTWWjqhqb2rOY1RZF0CNI90j6grcWgmI4UhS5YzRfML53jG199lMW5C9x32yYndwwbVWA6tkmDOQF/SqNU6jJSCoUZOIbeQOfE4CV3DNDdvch1ANn7WY8jPR6TGAE48lzaJFehj75eCL10LWlP9UwBiicvLPmNDzz2I+sQ4Fqh+Yd+ZRK92c6xDvoZDrEJzJHnBnRXCO27aMRFGC2FP5PS5dxa6LyTnvvUZqgCiTI40A0PkU5bSC17WhMRaEEbIdOrqorJZMQdN5/hrpuuE2roTk8hIQLkp8zMkyBwRUzZSItv1zz52KN89jOfY2wdv/iuN3Hfy27BJu2GPIuQnYPqqLkHrbzDqa3vtWKOVAOLOvCV5w959CASilHnUmIy+nmYLwe12RCpRLmhgMWli1x95inGpWU6LlOGYIUWIjntmBz4MIINXtpYoxct7dY1cpl9ZLVc8fwLFzk8XKdakBhG76VZoKNIir3Ti8mhGw2lyWBKGtBKQYPRYBUUVrExKXjwgTu462W3sbu7g7aitaCix3vRT1DGEAM0q5rVYs1zzzzHs49+i3vPTDixM2I6gsKSJuItKAO6AFPJe1Ygw2lHO+KOUk/LPugx/r4wnFemw5brFrp5BOiHG8XK51mDnCUcpcTuC8s6/b8XsHryworfeP9jnL26+s9snB/8dW1O4R/I+l6OAY5GObmPWyiUw0B4BiAmARRLUZaQitMx5F55T+N9YucMMow1yBQAIbGLEJUmIuIqKDDGYrTFWqHGKKuC2264npfdeoZxobt5hrw6OCjXAdL703mqOQSirzn3wjN85pOf4vDKHj/1E6/mza97OZWJHcW1yq2npK6jDB3leshL93OGmeVdJHMuLq91jm++cMCXLyvWyqKzMTsSZSaWzUFdJ8ZIe3jA1aeeoNQiZlONC4qyxJSJBTRGog/kagqxhymgZ7N1bYtzwuLa1o5nnj/P5YuHYvSJHduCTypvPvnFzKKa8xtNxBqwWmOHEXmC7qyOFEZTGskabr/pOG9/54/9/9t7z3fJruu887fTOVV1Y3ejG6EBAgQDGEGRYABBMVOyZFt6xh5bY3+cDzPzD8w3W6TlQFJjzyfPlxnPM34cRCqSEG3ZVCIpEQxgQCABEI0OQKPj7XBD31xVZ+/5sNbe59wLSKIoAATQ58VzcUOfqjp1qmqvvdb7rncxtzhP0zRKridIEybjCeONDXa2d1m9tsWFi2tcOXuWe+6Y4eYbKupKh+ZgZOG3HnAkG6B0Ldt2HoJu5fe4/OYyZue9bK0M3Mm8TtcIMvM/RsuJpQltjwS165tk9l7rPY/ZWsacWtri13//yVd8htAHhesIw9k53v7+DxUTPUHSjthWptp+AJrCOQBYI6WPqqoA2tJR0zBppqIyUSvmZjIV/x8oi2tS289su5AN66wVNY514m/jrKeqAkcOLXL3m+7kwMxQF3DKOZtC6mbvGylzycIZxTOpGbO6fIEHH3iQM888w33vej2/+PH7WBg5iBNxW2WqzXMSCDsPkfOb5wSHTAwbZSL0KjJtGk5e2ubBpSmbU+nmTtaIb6tyANY5Mq8BkHZ3WX76BG46YVh5BqOaeljjvFdtvi5sUUpbMUsyde0qkoEEk8mYZnfMZLLN0oVlzp5bLtLUpI8YI8o9dLJEXTilD0H5BAxBx2saK2XCHIwrJ8SztxZvE3NDw91veS1vfNubsd7JzIRgsSmyO27Y3djkyuWr/ODhU2wur/Phd93Aa26shUy2+j6yMmxJvioJCMbJuFQt4ezNcvciE8MqmC6vT6v6amWincJefnC9l/y+bMOjcDY5I2gDgrJcaKMLJ5Y2NUN4ZQcE6IPCdYfh7Bxve/8HmV88VHaIEhiyBUZbs23UOjt/ENXhgeC9SCRzCSqKe+o0xmLfII6gosFPWtohCc9gdMJ8a0HQzs61RkYmelfhQ2BuNOCdb30DNx2Yh2yFvI9nSFo+yopVCRKSxcQ0YXvjGg9957sce/wH3HX7TfyDv/sRbjw4IsVdUtzBxNxRnfbae+fFEp4TGHJhBSj+UFKambK0Nubbpze4kgZErYfHFHHeqSLHlGC6+swp0uYaw7pidm5INRxIf4hxWJ/VU3ouTTblszqSOpXde4yRyXjMeGeHleVVjj15ltikUiPPpauUYKr22dmQrt0hg88OrOTxnknkwoBLeVSmXI7KGWobOTB0HJ4PLB6cY+6mo4QqUFcDqqpiMm64eukyJ586ixtv8e63HOTwopRrrPHSRpKMTE8zhoQjuQrrKhETF08jozMrus1mLXKW0N31y9/V/TTzRjZnHUool8CR+0ooE95AAoK1VmzGdaSm1SFW8ppHkZ2+ikjlPihchxjqPIa5AwfVzTN7xuQyUs7S9+4mtXhBFQJVCGr3oAsLOnMhRsa7Y03x1fslRlEl6Yc2774wps0mMsGrbzXnHF6Dz8xwwNvuupPX3nwEMXqQ/uu8TU8pyVhJDRYJ3eylSEJmSIx3tjnxoyd45PvfZXEQ+OVf+DBvuvMGTNqFZoJJU1qFUmoDQi4ZPU9QyP0e3c5VaQ6MrO9Evv3sBs9uWZI2XZk82B1DM5mwfukiO0sXGNWe0ahmMDOkGtRCnFtdeUupQzsnUtIGLoMxMuzIIGWN8XjM2vIyx544zfbWRHmEXOTScG90IBDCKbTkq5QHnZUg542ohoLVDALhEirvNEtI1A4OjRwHRpa5gdhpm2rI9rTi8tqU9dVtbIr4tMsbbx/y5jtmqaqqXZSFqCB7F0kG6cFVJBc0gGaZaC5rTtrXoBPM8mamfCvPS4b3SEFIgqrVxsJiotfhVIxJpUnQGB1YlcQKXf7d6mdD3lsnL269ajKEjD4oXKfIGcPswgEgvxGyRDWTsK1io9RjSXjv8V6ar4RM1AlXCSaNaOeLwVgOKk0kNQ3GyTCesqBLNJDFVaeMNXGKtQ7n2q/RaMgbX3s7b7r9FoLNC10mitEmupY8Nxo85DnJDrOZ7nLm1Em+/fUH2N3a5u/9wgd498+8lspOoRlj0kS5BWTNUnVJmy7oz7TGaN1SQnccaIqRrd0pj5zb4Ng1R/QVWKclnIatlWU2L5xl6A2jofAoLsh8AOdD2aFirQx9Fw8LrLVMY1KJpBDQzUReg62tbZ58/CSrKxvarUs5/5SDqWHPAJ1UIp+s0Q6Dt0K2OpWeCo8ggSJ4Q7BQe5iv4IZZz4GRpfJyPFgurY55ZmnMzQcCNx8YcPPhwMH5WtVrYmiXiBIQrEfmL0uwjMli/FAyB+tUcZR3/WKn/hdhv89RirE0VZbXLhP9xfba6P3Lzt+Ytu/AKI/RBoRuEIqcuLjOr9//6skQMvqgcB1DZj5/sOOVlMri35aSMiGaeQWD907N2ZK4eWpQiDEyjZJmN0o0J5MzBSk/yQZY0u8sU40plQHn2d1VaulRH6/GB09d19xx60289c7bGQ2CEstSNrJl4W65AVsaleS4mERLf/nCWb76R19h+fIlfvFD7+TjH34HwypJUIgTDLENCM+B7NKhDQi5RpOMljCUM0jNlPG04YnLE354ecrYVCQsW+trrJ19moG1DCrLYFgR6ro4gVrNKPJktyYrahLFLkSyBEhR5Ly7u9ucPHGWC+eWy7GleS5nCymV7CGLCuR/kjk4MleAvvYRbyzBWYIzeCvlpZlgma9hYZCYq2FYGUaDgLMSoOvgGNWWwUCmpYnVico+sSpbNZB7EZTwxcjvuIBxlb6gtrwHYxJxQicMtwt1avsUSjk0z/3Qo61255tklNvZ98p21Ea5dyR2vJFSKbcaTi6t89kvvvJJ5edDHxSucwxn53jr+362qJJKalzKIrmDVo53JlGFUHZ7zVR86BstP5VZDmqrnY3DTJKxnd5b2sH3QsLGRuq+qdFSSIo61lI7Rp3DuYoQAoPBgMMHF3n7G+/khsUZaKbYROlMLURhygoYLXuZthM4pcT68lUe+NqfcvKpU9z7M2/kl/7WPRxaGECcYomQGilR5UUoZwy0jVAiNUWdY2MhKFuorUeTOL085vvnd7i0OWH13LP4Zsqw9lSVZzAa4kPAOqOLIUBqS0hZY6/P03rZXcvCJ53LZ89c5MSxc7QcjSvNgpC1/GnvuRO1hCfXyTtLsHKtcuZVeVuyg4E31A4WasfBEcyESPAwCo4QLM7BoHIMazneWZlhnYxYXbc7cC9siLGqWjZCKiPjNvGVqpBASGB5z+xFG/wNVrINY8DkEt5UM8Y2e8gvo7Hi2pv/3pW5dtVGeZRtl2gGOLW0wWfvf3UGBOiDQg9yxvCzzC0eJBNs2TQP8pvEKAlsJSgg+8s4bWiaqcwfyLv9GNvdLYARKatTIrmZjmVHF8WAL5N4KFmcScMUG8TvSOq4ztdUoWIwGDAzHPK2u17LLTcs4FFH1JLd6Ief/KHf15ehGdH2tas88t3v8ND3HuN1tx3gV37pQ7zmloO41GBMxMSJlCs6Iz1bCWwXHeVSJmTyY2t5bJoSS6s7fPm7T3Hm4gqzsyPq4BmNRvgqYIwVIlptLxK6Y9UvtDxXdvu6gMWm4cqlKzz2w1NMx8LhCA8qfSBy+Yz6/Ut50Ob+D1UV5YFBwVkpGclNcMZQB0vlEwNvmK8ts8GwMDAMfRRpqpUeAx8cdSWZT+WEE7JKshtrsdkU0ViMDRIUovIKBgkCJoCvsL7uvO9yXM+ZWyaHc7OYLcFajp2W6YKl7JcDoTXk3mXnWsI/I5PIOQhkYlnKpJIxnLy4/qpvTOuDQg+gmzEcQOrwbR03F59FOupEfeQcTWxk4Px0UpQs2f8o6qJlQbtydTfWJFKadkhZzSySlJjyQp6Dkp4FstsXD5yqqhnUQ+ZmZnj9HUe546aDBJOkD8Kk1tIazRboyhjbwECKTHc2ePwHj/L1P/s2CzMV/+iXPsjddx0lWJU2qmQV2l3l8yHbbZcmvZy05MdEZhKvbYz50+8d49zKBqPZOep6gHEW5yodEqPB2DqdZKe+PDocnmSJ03HJeDbWN/nBI8fY2twtZZU9JfTOLrh04irXY5WYNUYyQKfdy96KGGDgYOgdAw8LQ8vCwDAKUNuIs4lBcFSaIYRgqYPBmyS7cKtFH2OwPvMDGhScp4kJaeBTF1TjwdUYF4R76QSEvCkxuTxY4q40AbbHiaggaZbQvjapBFdrPcXTKAf6TpZg1W+8NAiqGCLGyMmL66/qDCGjDwo9CiRj+ABziweKXLTtbFY+wUptP1QVO7s76q8zIcaGqSqJioTV2jIK0xpLlm2i9t2ZP2iySomWbJbdnXRRG2f0WFkNrHVUVUUdKkbDIbfdfIS77riZQUCM2FL3fZgwpSymCw3Zi0g+7HG6y5mnn+aPvvwV0u42f//n38t9730Dg4DyC1FGgubgpP+3plu71ywlpeIZBV3tjzylBtgeNzx07DTPLm8S7UAUMU4WzlzuyjtaEqJacpo1JKfZS2K8u8uTj53kyuXVTmmo1IfkHkyr7yeXRpTUz3AmZwZQe0vwlplgqV1iVMFsbTgwlNJRcOCR5rYqWCGgg6EK0tfgrASxHJCk/cDKc0Me35pQCj+4gDEB42vlGOR5G9cxXuwQxPlv2VSw06mhAVU61ttgAjKPoTW801x4T6molI6U2AeK8ig2DScubvDZLz7xqg8I0AeFHvswnJ3lre+7j7kDMvM5aV3aWhGCeufxIWAMNDHKpLBGvoiJRm0phFv0aomRlTztLIHUTGmi2DvHshAiZZGYG4V0vrLu2LqjFnNpZVQPmZ2Z5YYD87zptTezOFPJDAblFYCy04d9iyT5AyBB6sqFMzzwlT/nysXLfODdd/G3P/YO5mcq4RZSAyaX1CQsdOTs5J6BQtTno7Tkk7elUZ/npIGnz5zjsTMrbDOUAOpEmtl1/ExKyBvX7oix0IwnnD51hmeevkie8dMGvbZsV5CvGzp+M8qZOAPeiQV6pQv9XO2YDYZRlRhVhtmQqLyUiirn8A7qYLEknDeEYKi8ZJHO5qkLWsO3SvDiVM3TWkuI2V3AuhrCIJ+1XmLtRsnBtVOSa5+a3A80ymtNJRjr+yW/f43JJHd+/eUq7fVPMq1gQDc0IFLfExfX+cwXf8T55VeudcVfB31Q6PEciCXGfcwuHMijFMiSxqqqCd5JQNCdflSbi9ykJrtBvWHphm1LGDFOlDOQBre9s6Tl0XIpqfXIp9we2veadzJAfhAGLMyOePPrbuHGg3O4bFCW9jW17VtcyrPToevb6yt8++vf5qknjvHW19/EP/g77+fGG+ZIaVf2mBaxANelr9x3qXHTBoGknchlwdZdqf7exMjFK2s8ePwiO9QY1za3WeN0UYy6e83DjOT+ryxd5YnHT4lzeV7c2DvvIn9P6ACjJmFsOWGsSUVVVDnHwMF87RhVMAqGYQWjCmorx9kUCc5IIHBiw+2D9C+IdNgqX5EQzkL9inA6kyPnWNqpbBzGBpGgZkuL8hoJH7G/ZNde2s5x2WoiKi9l86hO6NpVlOvRuUbFm4rsdBrVoRUtGW3wmS8+wbnrJCBAHxR6/AUYzs7x9nvvY2HxIHkUiTWWuq6xwUMTixFebKIuilL3ddbJSMLOBzpqEEixEWlhSky1TBT1w1x2iiZXjyRr6H6Qm5zad3Z+zjlCCFQ+MDcacdedN3PbkYN40yWgWzzn7ayBSHiBKTubG/zw+4/y0Hcf4qYDM/xPv3wvr7/jCNbk89RMpJSPlNDNk9hSyXvKDj0/oshKVeYbI03TcHVzl+8cv8jVrQZfDQo3mtVHordPpdZ9bXWdJx47yWTcdC9Z2R1bZ9tyXPYC6lhyWIP4G1movaF2jplKSOTZSlRGzkfhDzxUVngGayLOWZGmOksIBu+NdqPnEmEU6wpjNMhpUDBt1mStWFgk43C+Bl+TTCcTKrv9jt/R82CPQV3J/rJdtj5//TmTx901KmcHpXyUQKbzuZIhfPaLP7quAgL0QaHHX4Lh7Cx33/tB5hYXZfH1jipUoLXWppkynUxKV3K3lkz2l9cyhex0xaU0E9HESDSoJxJgJPCU5qNcWc91e1WEQGs/kH82xhB8YFQNGQwDtx+9gTtvOcLA7i0fgb7p88qbF0/y94bUTJhOxjxz/Dhf++oDVGnK3/879/Ceu9+Etw0kGQ5vTTcLQOv0bRMUMT3nA1YylXwuWibb2B7z8KkrnL02Je0zzks54wA2Nzd58oln2Li2VbKObqaQrMFZmdtsYqOEr4QEYxMOCDaJb5GHgTXMV5a5yjCqRW3kTaLykYGHymv1PiW8NwQrfkXOJargdBNgy3Q+Y6LYF3W6svMAIXnCIknFBozOXXYu0Fgj5nyNBMq21GSVR1LSPWeOSa3Ak3TL71+gkvaaGNv2I+TMYO+chPb91uUXjl+4dl2VjLrog0KPvxSj2Tne/v4PsHDwEJWOhZReNFkAm2YiG2dK/zDQqW9PJyLnizqX2EA2J8tkYNlFQyFIc1CIKWGK/30qt+mShM7loOAZ1TOEumJmZsj83JA33nKYuWDozl3eL0Usu3+tg6fYCBne7HL53Bn+6A+/xtraGj//0Xfy8x98N/PVhBinsgB2liMDOmUttY9ndYuc9j43Y4zahCTtc2jY2Z3y+JlrnLy8xTifJ22ZZLw75viTT3Pp0irO2nYeQ3YQpVNO1wxJ7K4NzkrzYO0MA2eorJDFc7XjQG2pvEhLg4MqQGUTlTXkHq/WAkOUStKXIBJWKdcANGU2tc3jRktpJiHmh1YssY0a/hlPcpW8l6ZN+xph8sRUucJlV29LQC8lobKjsHItaV/n/bzB/gDQ/VueBXHiwjqf+cLj112GkNEHhR5/JUazc/zMz36IG266GWNdx2EzL7SxzDbOC3dMkdhMpI8hitY/aVAgNXtIREAXz/yLrASNuqrm2rzJJYgOrLU4J4NmvA+MBjNiOx0cBhgNAm+89TAHh0EW4LLK6CMVJUsbGLJc1STJGtYun+frDzzI8RPP8u533sU//IV7OTxnyUoXo0++VM2TBgWyz0Rex1L5Kf+YMwA5j8h40nD8wiaPn1tBWQwh9ZvI2dMXeObpJbm/XDbS3W8OOBDLeThV5lijaiFjmKscsxV4kxhWhrnKEJwM1KmClXKST3gj3cvGmKJOMtYouZxwzuCtqKawiXbQqAoLjCimMumclCE31mNc1QYE40AdrXIWmC+YND7q66zRKfs2mYSYMpLfE8pXGO1F6Fyf/SRyuWZ6xqm8c+HkhXU+fR0HBOiDQo8fEzPz87z7Ix9n/tBhMKbMS0ho9zMUgWBKMGkmOiM4kqaquSk131TqxrmU06255/pzShFLlN4GutbF2edeFiBrjXY719T1iKoelKEpzhoOzM9w+5EFRt7gSNj9QcFIJlGK7rl0laaS/TS77Kyv8d3vfI+HHn6cO2+/mX/8dz/AHTcvaECYSid0LkvlO0qxLDh5Z5sMWlqj9GOVgT56jSaTyJkrazz27AqrU8kIrlxe4UePP0PmbbqLXVZnpdjoTt7qfGVxObUmMVM5ZjwcqB0Dl6iCofYQfCJYWeSDTdSVpbJijmeN02Ag/QvWKqkslkxyja3BqR1JDostnyBNe/IkxcDP+grj6kI0y0WwNEkyiRaSSZl2dcdaMQCMMWKd9Mrs4aI00hpnnzP3IGNvVtXed0rpus8QMvqg0OPHxsz8Avd87OdYOHhIykHNtKiFStqfoozXVLdQ8S/LUk31jzGNNrOpBXF+36Ski2bW/UeVT6ZCKOb7AQrJ7JyjqgZUlacaDKjroexurWFuZsRNhxdLc9tssAQliOUxy/+Atp9BwpfIaw0R4pTJziaP/eAHPPjgI8wNa37l776fu++6FWcixF2IOpshzwUA8syIQj7v4zcy2rIJhTtZXt/k28fO88zFdZ548iLjyVhHcyKLpO6I28+dZGLeiIw3OFlShx4ODj1zPjFU6+tBBcElvKqJLJFBgNo7nNFJdjqi0ilP4R3ac6L9BwZMknnabTnGFQ4gL8wNYIzD+QrrA8bVRJMN/TQoZj8kjA5nagtzOUM0mSzGYDVLaEuBOdsT0nu/CiuXh7okP+X2iOy0DwjAjxcU7F95RI/rApvX1vj+V/6Ya8tX9S85DW83A43KUxv1Mkq6+lqTywqy0y8pvpEFpzsD2uiw91yGKJ45ulvs2hFIYBBfHe8DwXusTRhnmJ8dceTQHKPKYayhSYaNSWSsTXCCbnRIJSDIsxN/HrHZ8ITBDHe/81184m99hN0I//53vspXH/wR42kC46X5yjpyECwEeilntPcN+zdR2dBNr4lz3LAwx4feehs3VY7d7SndaW05o2rvQzx6nJLKUvJJjDwcrB2LAYZOehGGVaIKiaoSsrmyiWFlhWR2wtHIwCN1R3USEFwOCLlBIxksvg2CnYDQXVgs0rxmnJSOjHFY4wCrdthaBjPZ0tp0Xh/0vdLyQNbZEjJiFjR0JqvFTmNely8wuYS0T9Z8sg8If230mUKPPZiZX+Cej36CuYUD5KEnIq+cli7l2N0RR7Q6nmfb5rKRlkLygJNSz09C5KILs+44E+zpUxA+wUnvRAjMzIxwIeC9ZXY04MZDi8wPBzTTSRZDMU0NcTphtnaMrNdGu9aCu7v4tEhYLZWRGmIzYenSJb72la9z5cISH7/3zfzCR9/B3FAaqWw2osv3Y3K9W++tzH/OJZNEtm/OgUliiCi8dscTvvrgCf7bt0+x00S5ZjlQkiWmeWFNOGPFqM5bFivDwYGl0rLPqJaA4JzBe4snUXlxNpUObeVdjPQc5CBhjLrROlMaGUEa+KyqjfLr0q3fS5DzGC9dy9YFUAO7JqLXxarJH6pMg5JVluvX7vbd8zic7hUR0Amw0O1TyOeW//3ExXU+83t9QOiiLx/1+IkwM7/APR/5hNpui2XFZLK7p+sYkA+gjpKU7lztjlalSLbP7pKwCeErulLUotjpBIU8iKeua6q6ph7UDOrA7Kjm8IFFZkcjkgaqTFzEFNmZjFleXebw7AyH52cxsSE35z0fJIAlbARj1A22mbK2tsK3//xbnHjqFO+46zb+3i/ew42HZjBpiqUhs6Rt1VuzpMxhFNUTyEIZWz5Dr12M4uXTNA2PHLvE5778GOuTKd63ZysDcOQ3byF4x9AbFivJEobBEhzUAarQyEKvaqLgZIKadzrKJsYyV9oa6SgPXjqVrfp65MljJkaMSVh1HM3Ko7Zj3Cj54DGulsCAVyECukDr99zBLFeJ7lS+Pd5E1u0h2buvUffYwu0YOtlse7wxhuM9h/C86INCj58YM3PzvPNDH2N2YYE4ndA00z3EalSVjdGdb4wR59pSAbrjTHsUQQlSU3aazwkytORwCAHnHIPBgHpYMxwE5mYGHFpY4MDcvNpvdBQtUabDXV1b4dSzZzEJ3nDrzdx+0yGsUdVOeu57uCztyegMB501TcPu1iY/+P4jPPjdh7np4Bz/6Jd+ljfecQhnJsIxSMvxHuVLVtZ0J93pE9u7wy7KLsmcmtjw7IVV/tN/f4ILq5v43CRmM7Ec8dYw9IZDQ8+ByjL0YkFRh0hdGy0DSebmLAyCxXuLibGU7lDNkAFCkMArDcm5FGj0x4hVX6GCkiWgPAFgAy4MMa4qHEKMYFxuMgO5KFJOiqCeWbn+LxbqznvaDvfnLkn75aZyOqYEne575+TSJp/+vcf6gPA86INCj78RRnPzvOO+DzI7P6d22Wr7jLiCmiQLvpQ38udTfsjTxPaIR6SDaU+G0O48BcXiwnu8cwwGNcNRzfzciMW5WQ7Oz+OtlSCVd6JAbBJrG+ucOP0sS5dXscZSOctrb72Rt73uKLWTWrhl7w60iwS4lEthkdREppNtTh07wZ9//ZvU1vL3fuE9vPvtrxGn1TjF0BoFdu+zpTXaslnOqPLfDUlHmUq2EuOU5bVtfvMPn+CJ05dxXkhlZ8XDaOgM85VhIRjmKpmFUFdQh0TlxdJCArNYVwQvpnbZM8hZI+SxBgjnDd465Xm0XIUBGvlZs4T918tk4tg4TBiKv1HmELKQQLODbKmdMDTF9DBzOXmhV0NATPnbnsxAs67Ec3sTylxrvc31aF3x10EfFHr8jSENbvcxt7BArgUnKLNxpYarWve8G21NlSQoaIlJuo9yc9t+4zr27AStlalgPnjqQc3C/CzzsyMOzs3qxC9VKmlX8NbONucuLnH23CU2t8fElHDG4a3h9qOHufsNr2Fu4J8TGDIKaYkVqawasUEixjHnnznN1772da6tbvJ3Pv4uPnbvXQyqhE0NZCWT6czDztyBqqFyZpShlmy66MnFyo1/6xvbfPkbJ3ngsTM47/DOMAqWOZ9YrCwjb6iCNKUNKhgM2jkJXv2OghfewOlTtUb6EKxJIkP1VollW143qxy9IZVFeu/ro8HOANZjwwhjAxgtG8VIGXVgLMYZfaaGqL0OMd+rridZXJCFBylvHjqPG2NTuJCutQV6P7ln/cTFTT7bB4S/FH1Q6PGCYDQ7y9vf/wHmFxbbslHOArKSSOWC0jmaP6a0u2P9xWQn1X0Zwv5swRjw1uKspaprhoMBo5kBi/MzzM+MZIerx2/t7LB09TLnz19ldX2LybSd3WutZRACRw4t8I433MbB+aF0A/8FGUMuMyW11U4pZw0Tlpcu8sDXv8nTT1/gvne9nv/hF97LgTknPQ85cyp32pRdc9e0LzcElseC9jgogWF3d5dvP/wMf/id04QAc8GwUFmGHobBEbxhUAmXEHxWD0WCFZWR1bkJFlH0uNz4ZpOWjPSYvPMmFimxLbtw85xgpneCDQOMG8iMhGTbeRuojbV1UHb9ms11lEfdrmM53nQyqc5mISViM1Un2fY2+3FiaZPPfPFJzq/0AeEvQx8UerxgGM3Ocfe972d2YZEsmzQWISf1w27VShtacQ6G0osgdkLZnI49TUh7Fh50Z2vEe8c5hw+eQT1gNDtgcWGWmXpAcI7xeMzV1RXOnrvEyjUJCN2AI01ehuGgZmFmxFvfcBu3Hpovihue5+2vT4tCjOfu7tiwdW2Z73znuzz2g2O84faj/ONfvo9bbhxh0gQTm0I6FyuMPR5JWn55Pr+mzENodhXjlGY65tjJK3z1W8fwacJM5cTEzlvqSpxOvRMDO2vVKltJ40weO2eKSZ4xSVVHThd+LQWlRhvhHNl2I3suZcuSVuFjxdfIDzBe5zBHmfxmfcAYR5dGypwBxhLzXUDn/WKKF1JRJGm2kPT1iSmVHgS56V5S+eTSBp+5/1ifIfwY6INCjxcUo9k57n7fvcwtLgJtKcEYWWgydIkTSrNTUzfZHZr4nJGg+zMHq2UMEkWJ5L0n1BXDUc3C7CyVt2xubXH5ygoraxvs7E5omlzy6Rjxad9DHSpmZwa87tYjvPG2IzKzOJk9Jmqtq6bW/OmQ4UmcYMc76zz26A/47oOPcGB+hl/5pXt5y+sO402DaZr2Nikp6azPLcnAobZUkoNBmz3QWQhBJLLnl7b45rceJ463hViurMxKdhGvHkUyTtXgjDaAWYN1tpSTjL5ezlm8VnVaqWmSjmZ1MzW0WYJ8ZZdcC85jw1CnqMkc5tgA1mnJSZvW9gR7k3v85P6zp9O+xb7LH5TfydmF8hFm7/Enlzb57P1Pcu46GJDzQqAPCj1ecIxmZ7n73vczf2ARoCxA3nuiLiBd+Wc218uikmxHLb2wekxHhZRSNnrLC4Qg8ww5MNTDAc7CeGeX9fUtNra2mE4j7frd4SloF6IQAnVdcduNB7j7dbcw9LKz7b678226/Rdl4Y6Q0oRmMuaZEz/iG19/iOlkwi//3Dv4wD13MfCRNB23i1vZMudBPU3ZectnypaSUffYct2Q6WBra1s88tAxNtevMahk+E3Q/gSDjlPNRDOm/B68zM6WTmWLMw5rdYazyjqdMYgBYNdnqS37tT5PBluNNCh4Gbc6jZo9aJaRRN/U8iTqj2RMmXa2346iG3TlWyw/G6PS16QiBtrj+4Dw10cfFHq8KBjNzvIz971fR3sancBmyQYSsiDI7i67oYIEBFM2xLlev1+FlHDdBqk9gUEXUxew3uMsNJOGjc0tps10T/16z9tapaNlhKjzVJXnDa85whtvvZHZyquFRWdIC4g9tdlPhmunXJwSp7ssnT/LNx74PlcuX+FD73kjv/CRt7MwNJgYWx8kfV5Z6tk9tVyuKdehK7NFyV0iMU7Z3trh+JMnuHp5BR8MQUt3Dmk8M1bktKLcsjiT8N5qMLUiMTVZlho10O71W9oTEJDeD8l2wLiAH8xhfU1MEhBkkXetRDVnGTGW4JASYCXvsm7/pDQ5IIE2Gya9bS4zIRyGchTy9kqcvLjJZ+4/dl2M0Hwh0QeFHi8aRnNzvOsDH+DAoUNlYcs77JgSqVN2ianjYBllwTcGYpru4RKyrYFByiF5Illb2snxRojMmCJxKl3WeVIcmD2L7n4C2zlXbj+oPItzQ952563cvDgrqqOUTfSSEsdt4CpeO2VwUAPNlNWrl/n2tx7i2WdP85bXHuZ//Nvv4/DiABubYrtAykRy9+PW/TmTMVmZ1VmMSUQdXD/e3ubM6bMsnb8si75KVk0egIYGBZ/VRuC9UzsL3wYok0oGYXJPxD5VVld1FFPC1kN8NYuxVeluN1o2ilrq0RwPayxRy2WFkxCnvZL1SXmpKe+d1BEh5K5q4Ry8vvZyPicubvLZPiD8ROiDQo8XFTNzc9zzwQ+ycOAARRkCpYwktsrsscUwUer4BvFOkhGeHeI1CWFqTPZaam21Y97NlyAkgSPzFqKU0UAUn+ui2ZW8YizOVYTKMTusuOs1N/LaI4t4ldPamBVU2tC2535aq4uUGohTtjeu8dgPH+OJx45x+MCQX/nb7+OOowdxzVgW+M7HrKuw6WYJ+x6kky3lP0ZSbGgmE64sXebM009jgeCz1kvLSMobCIcgQcGpz1T2LnImW1iYcrsWncwlKf9hHWE4DyYgVtiaafggx8WI+ujKPXQHKuUNQfAyTCf3GxTextCkRp5b0ygXpH5arj1n6VTe4LP3P9UHhJ8QfVDo8aJjZm6Od3/wQyweOtR5w8likkjSnFX+Jum/iWgpQG0lOvX/LM3UAY76d9RzqSkBAUyZ/ZBhMEynk8zV8he9s4sttfdaUoG6CrzulkO86fYjDKwHsg232D3k8yvfJSLlAhkmNox3Njlx/ASP//BxBmnML370Ht5+120EJqQ0lYFCHRJXdsK2Q+q2TrHGZP6l7f4u1zYmUjNlfWWFc8+ephmPtbdAzk/Ga4pyK1SuENGiKrKFb4Du6NNcGgMdVl0yFazDDWYxLpCSNKlhvbq6yuItjWty/sIFG0gtWe2Cw4agr4vYaGTkmd6JSJMzQ2Nw1hdX1JQipy5t8tn7j3NuuQ8IPyn6oNDjJcHM/Dzv+/CHmTtwQGvD7WKGLvp7iN+yHuQSRKuHTymbyyXaTgTNKJBAk3ehTdPeby4NTcaTEmiMWivsf4uXbKE4uGo/RAjcdGCOu++8hbmBGOrJHGmRTe0JCoB0anXmTsSG6WSH82fOcOLxH7K7vsp73/kW3n/PG6mdZBQy26ElYltOQX4v8tcu+Z2El8mBQeZaRJrphO2NDS4++yzbGxs4jzasqf+Rs2qdrU6i6OwE55DOYUqvQilZFYO5BMbIrOVqiHUV0ThiNDjvi0u4tZZkrdqtN8KJGDXZUzUSFnxda4YxFY6naYqqKEXt6UiRZI2WmJRHAFKMnFja7DOEFwB9UOjxkmF2fp73fPjDLBw8qOudlnEancQWO0Ruk/kGKb8YY0uJqUs4txUN9TpNUddUUzKBrole4TBi977ajGE/v1C8c0qd21CHioOzI9722ps5vCCNbkYb2J7DCZTnEMuXTZE4nbB29SJrS2c4ffxpbrv5EB/90M+wMHTEOGnnPWRiPnc3dPsXEsVB1hjpNo5K2lt97IQsxDubG1w5d4bNa+t4n3sztH/BUZrRwOAzuWzbz3ThSjoBVmRJDuu1Qc3oLt9arPWgfQXZm0lmbOiMbZW2YpIQyyFgnRdrkumU1Ch3ZCSYpGZKkxkDI3bpxjkNPFGsK37/eB8QXgD0QaHHS4rZ+Xne85GPsHjoYNntxqZrDBdJyRAbsS0QG4l2gln3rSiLYdK5vLJTjzHLXQ0ptUGgq1La/7N8b334pUbeBpGceRgntg7ee4L3zA9r3njrDbzm8AFMiipP3a8MkkAh2VBTgqFpGmKcsLN2mZULz3Dm6WcZVTU//9F3cuTQnAj7OzMCpHST6/gAqXAQKeVr0HZGi7pHm/QQKevu9garly6wsbKK02lrtsQ8aQ5zuWfDWDBxjwpoLxIYD6HC+QpMJVlDBGMcOK89KvpaaDdz1ABvrZXX1kmJzvkg2dtkQjMe62NKiSqlRJo20sdgtRylk+FSipy4sMFnv9QHhBcKfVDo8ZJjZn6eez/2UeEYYmqJQyheQrn2nDJRS7uYd3f8hZAtNX05VoygLTG2u+uuSqncPpckyBxDJk7b93Jqo0TpZ/DOUYdA5RyvPXqIN9xymMqmIlHtylaLWogsVc0kdCTFCZONZVYvPM3lcxfZ3driwz/7bu54zRFIE+366pLYqbhuG80iTD73GEs5yaq8Mz8/KS81NONdNpavsnZ1CZManDPKh0jXsDNGCWdT1DzdIUf5ehhjwAVMGGCMx9ggtX7tY7A+lICAgdTk8a0UBZOxFrzFOS/HTKY6+6LBGKdkMxIMNMBhDMk6fRwZofnZPkN4QdEHhR4/FczOz3Pvxz7GwqGDNFPdXWupx6QsPUy6mEVt6kql1F6yjKRDZ0zuilbyGkOKrQ9/1y5jbydu0h3s3swhN411m+b2u2865/DOMaxqbjqyyJtuPcxMQAJDVtjkoJW6Elzd5edyWJzS7GywufQM1y5f4NLFFd7x9jfx9rffQTAyuwGakiHkipKVe9TH0eCXpJCWsyVj1Jo8QtOM1VKjYXt9jdWl8zTTXSGUjVwb8ZLS6XZu7/M1zso0PTSzqIYYU6kNhuzgrQslgHYzMjD6uup1NuCqgPMBSMTxlKizL0Ri6vT5xMIrRBLJWMkQgBMXN3rZ6YuAPij0+Klhdn6eez/+MeEYkipmoqhMYjMtC7y8+3LgSHtIaUDq0qb9e14Q91kl7bnNfh+l5ysptce1fQ1dE7383btAXXkOLs7x5tcc5uDA7gkGOaBR1FWNWmTkBTtBmhDHu+xcPc3W1SXOPn2RO+64mfe+980M6kBU2SoaDFMOlHpNzJ5PaJvt5AylNItNm5K57G5tsHb5AuOtazK0x4hNdibWS29CJ0sQua/F+ApsUMJY/I2M81jr6Y6kSNkUMWdgen1tCIRBjQGm43Ehockzrsn2F5phGUM0UjLCGJmY9sU+ILwY6INCj58qZufnef/HPsbCDSJXbSYyxU06V9lD0ObsAFIrS0SzhFRMkxR7/XWgXfi7i3+2xZhOZSDPfs6ieP+Xwox5zkIpGYPHe8vBhVlef8sNHJ6rcEkXuc55t5lCVJ4g7/wjKTWkZsx49RzjK0ssnTnP4mzNe+59J7OLM9BMVIWjZagcdPJ9AyRD/hhKUFAuQ3sGUiPBJAI0kWayzeqlC+xsrWCNxRsr4zdt53natrcA53B+gHFeggNONGBGusiFBzDlcqXM8bRiKox1uLrCOksznkhpSbNDoH3t8wjUbkDAaIbQW1e8WOiDQo+fOubm57nv459gfvGAmtRl6anMes4LYS6V5DW6q8svu2ObIGnzWmeAe1Yj7S8jVVXF7NwCxlq2NzeIsWF3d5fxeEzuNUidmJBVN1mWmctI1licd9R1xcyo5tZD8xw9MCQk6U8gl74ycV2I4tQGshRJaUqaTphuXmJ8+SzLp55lfljzlve+gwOHFzFxWvgW8VlqPYA6EVH5jyznjK1KqZTgkt58ynSyw8byFXbWr2JSwjmnXd1ts2EySTIBH3C+lutrLOCkpGMrHbij/AvdgJdIRohj6ySjcN7RTBua6bSU8KwxxEzYazaUjAHrygtwcmmDT3/xyT5DeBHx4yz39q88okePvwHWr13jG1/5U9ZWlsW50+bOWqc+ROLPkOcbZCVSu2PP65D+PW9WbVbWCJkqTp97u5in0ylrq8tsbm7gqwF1PWBmZoa6roscNSuR2sds1UnZ+sGoJXhKkcm04eLqBmfXtthJENXzKZe22oQmD9lpB8gY4zAuEGaOUN90J4ODN7C1scvZJ46zcvEqMUm5pmsY196bXpuUdf2ZnE1lcQeVrWrAdM4TqiGzBw8zM38D0RimMUrWpAFH7sPql9MJexaSw9qAC4PSL7BnY5gzhhwQrHAFzovpXc7Mci7WJGnci0qhy2Q2W2LeiYt9QHi5oM8UerwkmJ2f5wMf/wQHDh4q/jZNI+WPqDvkzBvsfUu2pQdhYI3OWk4kNUiTmnome42qk/a+XyWAOAbDId4H1q9dY3d3Z0+5yRX772wUJwZyzsliF0KgDo6qcgyHFYujEYdnAkObMHHaGdyTdEecsxxDHjMpi/qU1ExIu6tsnT5Jc+k8h26Y5chttzJ3ww1UlZesIkaM+gdFlODW3TmGMnM6l2TQMk3uCZGgJL0AzXSHrbVVNlaWMERc3qE7iwsBFyrI8xSsx4cBxladylq2+u5wM0aDuTES4IPHOstkPKaZarf3/nkSOQPUyG6MlIw+c38fEF4K9JlCj5cNNq5d45vdjMFJSSZLInNJxKrOvVvXzytTuyOWmk+WSLaHGMSbom1oazkHKS9tb23RNBMWFhYIwZfHyv460Nbts1WEMeCdo/KWEAxVJSWYnaZhedewGS3JOAlSkAtIQLHTkzO2Duc9vh5Qz8wyOnQzi7cfZf5QjZlss3buNKsXL7CzMwbjZXqZ9RIITVtmKZdAVU6x80HPz0UOiZCmWGM1Y7iRxRtvx/iapklMSeJF5DypWFKAtQHjqjKJba8tR6fhTYOTcw7jhauYTiYyqjVLydh7yph8beS1yfbXfUB4+cD/1Yf06PHCYH1tjQf+9E/40M99gsWDh2iMNDulpAtyh/NsoVlB/hGpdORFXHgKrflEmcucTJaNdn2GKMdvb20zDVOMsTjHPmlqG0xEqSMDhIK3hABV5RgET+Ukc7DGsBnF7G3GTHAoOR2clG+Cx3gni6sFgyUZQ2rGTK9dYvmZE9iNTQ4dPcx4PGXz0llS0zB3+EaGMwN5zjGT147ItFyjsusrZaC2jGSNESkpkZimMnvaWgazCxjrWb18ltSMcbaSgKCNgtY7rK8wSJNbNNnqOz2PFFVeB6ODHJqm0WbF/ddUbme1dCSlPqsjNH/Uk8ovM/Tlox4vOeYXFvjQz32ChYMHmDbijNkU6+u9yqBEQyRmK/1cxlYyOvskWXXt7JDVgDGu1Kz3y1T3v5+7/y4EsyiXvLVUwVEPAnUdGFUVdRUIVY33HuccdV1z681HmK+A6W7bjdwlVRNgdLB9jDQ76yx/94/ZPv4D5mZGzC8OqUcjmmnDznjM8MDNjA4dZjg7EM6kaZDRoKJ6AorHVO79ALSvgDZpSg2NluustZjkSCTG412uXVmimexia8mYnAuEMMSFWuyq1Wck3z73GaCKI+ccLgTxK0oQO6NQm31zIfLrShJPpKcvb/GvvvCjfoTmS4y+fNTjZYlra2v8+R//CWvLKwQnthL5eyaiZe6wEMneOpnVbDtzJZF/k5ZYVd3kiFHKOO0itb85LcMYKVnlpi7n5Cs4S+0cVXAMak/lHYMQGNQVVVUTQiUZQRU4cvggN8zXMN0tC7aegHxLOdDJL2myw8bxR9g6+SOG9YB6GJhOIztbm1hnmZ2bZbJxia2rl9hY3SA20ulLsvrUpGyWewZ0Py678yy9jbnH2hSieDqd0qQpAKGqWTh8E9VgRBw3QnA7sbVwNhSeppSmUluask5eCytGS4B6XOmxUSXEz3etjbWcutQHhJcz+qDQ46eCHBhWlq/Igu+lg9jl+b1GhsdbLOK1abHJ4NLeUTBZOGOtxoIiTer8e2dhet6dkpEySPAaBEKgCoEQHHWw1FVgWFcMgif4gFd5pnWOQ4sLHD00x3RzvTStdbG3l0J6C3YunOLaD7/HwHmGc4N2cl2yTMcNJsFwOEPaXWdn9QobK6tMJ1Hkm9lsLrFHlpsKL9KQmokEypjDhai9jLXEKMQ+MWGtZzC7yPq1XaowQz2YwflKfKD293+QF3xJQ6z38uVsm5lZI2oo2/Ia+6/7qUtbfPqLfUB4OaMPCj1+apDA8KcSGJzBeasTwoSIttZKF25WAVmZMewQ7xynAaOVl4oaxnWbs0wC05TO3+d+Sf+DsQnvDYNqyCAEgjMEb0qgqIMlBIf3EnBSSszOjnjNTTfQbG+0E9b+UiTGqxe59vC3CJMxo/kBLlioAoQA1hOB8e6EZjKh8g7b7LC7vsLm2iqT8ZQkwzeVQ2jv2SBEtrUeUqKZapd0Lrgl4QgMYqaXHU3BcPDGG5lZWMAHCQhyqh2bkDI9Tr7Zqg0IpVM9/1ca7varv4RU/ldfeKIPCC9z9EGhx08V62vX+PqffJX11RW8c/hg8d4RvJOavQ7CMflL1ULeOMkkkoGoO/J8p7Hdmea9tPANnU7jAtnde81KHDIkxnlDCFZKR85QVYEQPOi0uNFowOtuuwk/3S47dtPt9t3XXQ0Qd9ZZf+QBuLbMaG5ANaywLoiyyFixi3aOaUpMJhOmkwnBWbxtmGyts3Vtnd2dCcl6ML6UpcrTTtI6Z6zDGGiaiXgOFYmqEOdScoMUG0xqOHzkkNpsZwO9Tie1ltdyz4UPQTI675BGxKbtz8vNgJhO051cl1OXtnrZ6SsEfVDo8VPHtdU1vvaHf8q1lWVqL4uvc1Y4Bmdx3u+Rr7a1as0QErhksUlKTCSDS1LW0DVOFzXJGiSxkGY3a8GrakeG18jfQrAEb6mDY1DLQmiM1M6rynHH0cPM2IbJeLfsulOSRTQZwCadQAaQSNNdrv3wG4zPPk099PihJ1kJBGgWhM0dxtAkw3QamYwnmKbBmynTnWtsb66zszUGU2FsrcrUjroKaSYzzotwKU5o4kT4Bv03rMxqbia7jOaGUr5C1EG2cw5idKEKI2NxweOD8A0xJqbTPGM7q8DyWM+9JTppTOtLRq8U9EGhx8sCa6trfOXLf8Lq1WWCtVRB/IZCEHmnKH1EFWSKfl4XK+cKUSz9bVpKSnkesC0D5g0WY6IM8NGFD8A6LV0FS6gstXcMg2NQBaqqwhp1ebWWO245zKG5ATs7W3tkl5AThVQ6kFOKmDhl88Sj7B5/jDo46lFVJqGJ9h8JCBr0nHVgLU1KTKfiF0UTcanBTLeZ7Gyzs7VLNB7rB+ToY0BHhIJJFmO9NJ01yjPEJGS1McQ0ZTgMBOcgK5pSkgFIUa1IOiUhq2qshJDPXS+pblamAqPyt9yY1geEVw76oNDjZYO11TX+5Mt/zOryKrUPeGvxVnbs3uvi76x+OZVRWrXPaL/22GLkbCFq93NqyWuPxVnJSpwRHtd5qL1jZlBRVx6XOQRdtI/edIRbbjzEeGe7qImAfQukll8imNQwWTrN9g+/S+VgND/EaedvtpG23hdOpAQv/UJ35c1EJpa5lDCTLaa7W+xujYnJYYIEhmLOl7uIc6exzYFhKvLYZkpwlqqq1F8ptmFMIooEVmFshNsJQdl8U7qUu18tMa0GhyZxYqkPCK9E9EGhx8sKa6tr/PF/+yNWrq5QVwOC9+pSqgHB25I1yKCupL47schZYa8cUkpDolyyWirKE8Ksg+AN3lnqyjHwnspZnIWgQSEh1hEHFxe44+gRxttbpEYVOVllY9Soj0zQgkmRuLHMyiMP4JptBvNDXBVUpUObFexzZzXWlaBnrCUaQ1ILjmYywcQGM9kkjjcYb+/SNBbjBmAz/6ILdMz9EQasEeXRdII1kcEgtHX/EkSzf1PC2li8qqQXQQNC2lscyl3g+ovO0k6cvKiNaX1AeMWhDwo9XnZYW13ly3/w31leXiFUNSEEvA/4qsJrWSkPwZH+BZWvWjXGM7mck9rO5Pw3I6UQ51wpGTljqSpHcIZKyeU6eJx1ulTCaGbIHbfdhI1T4rQpizpa+kF/NmQityHubrDy8APE5YvUI0+ofDnUGTnvFJtsEbdHUVQ6hVVJZY0p/EFsGqyJuGabON1kMp4waQBfk1zQq5jkHJqpWocIJ0JqqCpfFFuSWGTZaQQTNWgZko34KmC9+wubV3Nw7fyBExc3lUPoSeVXIvqg0ONlibWVVb78pf/K8pWrVFWgCo4q9wloD4HzjsoHySaswxmDJeGs0Uyio6Yx6O4XnJOfvRX5qvcQHFTBMazF9C5UviyOwQdec8tRZmvPZHd3v9qyY8GhC2uKMN1h84nvMTn9JMOBox4NsM7pQm8lbnQIbpO5BZLKaNHymNcFPRdzchtGwhLxcQKTTaa7YybjBuNrjK/lxIxYA8bptMzKruuAc6ZYfsTYEJPwBHt6LIzBOicBwbZ+VPJP7XHWGlKnYe/U0ha/fv+TnO8DwisWfVDo8bLF6soq//1Lf8DVy1cJQVRJVfAMKpGuVsHpAm91AZWyizHyxm5LTJkvcHit5Vtj8N5IduAtgzoIjxAc3sscAWmgc9x8443ceHCO8fbOHrUPz/lZv5oJ22dOsPnUwwRvqGeHGC++E90ZDVbr9dkorrWhdhpAJIh0m8mscipWMw1PxKcJabrJeGuHrfVNonGYeiRjL0v9P1LXgaoKWimKpCbuYYeLdNU4nAu4qtaJa24foZ6DgyUWF1TDiaVNPv2FPkN4paMPCj1e1lhdXuG/3f9fuXp5WbKCqsL7ispXVJVkDc5LX4HwDbkeb9pAYSmLsDNKXgdD8FAHy6DyDCsnGULwOKeyS+DwoQPccavyCM/phs67e7SbGVKaMlk5x9ojX8M1uwwXRvg6lGln1imR7B0mOCVvUasOsZAoJSNnsU6cVbXmhA3STxC8NPQZDQwuTXjyR88wGUt/Q4yAr8F5YgIfxJwvNbHMYuhWhDJBjAHjLbYKWC99FKkTCLpT1KC1vji5tMGnf6/nEF4N6INCj5c9VpZX+K9f/C9cvXqVygd8DgZOy0na2+CtwRnku7OErF5yXofWW+1/MHhHmyVoQPDBY50jGkhYDszP8/rbbyPpnGFAJK+QPTXKl/R6TYkbV1n5/p9iN9YYzA0Jw7qUgrwPZdfvtE6fTCqZQiaggSJPFR5ASN/ivOq92B8pl4KBx5+4xNZWw+zQ4JgSJ2OaaWI6FeVSXUmzWdKmjW4XeAl1WUpqDViv1hvip1QI9P0SXGM4fmGDf/k7j/cB4VWCPij0eEVg5eoyX/rd3+fy5StUVaUdxlL791oWkvKSNJpVzmJtwjujHIPFOQ0G3qrBnWdY+9KL4F1eCGFY17z2tlsIJjGdTABK/T8ZJZNBCYUENKTxFtcef5B0aYnB7JB6bihNdy5gXdCFX7MBsj23Zg6d/gvrXPk5l3akbOSplKy22uyWjOHchXXOL63zwfceZVBJoAseLFNSM2U0WyuRTIcUTqqY0t2+0Sl4xkqXtRNSXvoR4h7padeO/Pj5a/zL33msDwivIvRBoccrBitXV/jS79zP1UuXC/FceU9dBQZ13ZrY1R4XnBDQ6lckX+C9pSqdyp5hXVFXFcEHrPNEZBd/2603sjgzZGd7+zllozwGE3KDWkOajtk4/ii7J3/EYFAxWpzTBTgb/MlXbqQrw32cJVRBCeU8qtS0xG4pORm8txhisbQ2GLY3x3zvkQt89N7XUA+c8BTGCAnNhOHAYpPMe04xEZvYch+5yzkHJWtx1QDrRZ0Uta8h8w2wP0NY51/0AeFVhz4o9HhFYfnqMl/4zS9wdekqVaiEgPZesoOg9tvGyhAc76i8IwSRnFbelXLRsHLU3klmoRbQWdJ/9MbDHD18kN2dHVDlflYIJaMeSzoS1KSIaabsnHuazce+S0XDcHEG46TfgLKr7vAPpXTTIZC1Oa40sRnUg0lHgXqPs23/hcWSmsQ3v3OGd//MTRw4NKMuqpbUjMXGOzbYjtw1m9uJiZ0GhvzvxmJ8ha0ko4nTRuYjxL2T3XLGcPzCep8hvErRB4UerzgsX13md3/zC1y+dIUqBCpfaS+DKIeqSlRKdQiSFThL7Qx1sIxqxyA4hlXFoK5xzovKRxfigwcWuP2WGxnv7BJj6fvCmLyo605ZGxhSnDJeucDVh7+G3d1g9tA81aDS3b3rDL2X2+6ZL2Bz4MjlJOmn6PYqOOe0PNb2XWTC+qEfXuLAwTnuvOMG8qjSFKf6FbVJry33ZJ8i9P9JTY5EPGSxPsjgnia2s5R5rtrqxIV1/sVv/5CzV7de+Be3x08dfVDo8YrE1RwYLl4uGYGUkiqqINlBCEZGZ1aOYe2YGThGlWNUVwyqCu+lgU16eA31cMCdrzmKiUknuSmNnCMAiEoo77CbKWZnnbVHH8CvXGJmfogfVKL5V7tvEOlmV73TSj/3GvxluWcuKxkjndZBpbVtecly8vQKV9d2ec89t4gNB5IJkGKZkFZmNe+XkxanPmVJksxpNnnEadOI1PQ5t4XjF67xz/uA8KpGHxR6vGJx9coyv/X53+PS0iUpIXkvpaLghTMIoioaVp7Km5Ih1Fp2ci5oQBAi947bbmZUVYwnk1aJY/LimMsthigpAkzWWXvsm+w+/RTDUcVgfhYQq+lWy2+kYa1Dzprcm6Bwru0YTrQ+QtYatNdN+hLU+mJlfcIjjy/xkftuw3uKpBWEJ9g/8Swjl35iikQDImECE9QfKc9GSFImoxMQcsnoX/z2Y31AeJWjDwo9XtG4enWZ3/r8F1m6eBnvLJUTItm7rMKRr0HwDEJFCEIql4XYAtZy9OhNHD64yM6ONF6VWnsUAzhdeQExj4uTbTZP/pCNJx5mNHDMHJwDmxvPfBkMlLmCblewMWCcFZM9Z4kGsdCmtZ52Vp6Dsbl+Jacwnib+7Fun+dn33cbcXC1nmmSIUNT6f3dqWkbOUKTnWozvYkx6boGUxBspNY2S563HUQ4I//y3ftAHhOsAfVDo8YrH1asr/NZv3s+lpSWRnXqZxRCUWK7VDsN7VflIGzR5yOTBQ4vcfvQmdja39ziAiuuoavTJ6tMIccz48hlWH/0eFYmZgwsYXxVbDNAMwdq28Uv7EEzHItt2iGWp6uTAI4Z0wmOYUvdPyfCt757jrtcc4JabZrVkJNcgNq1C6HnVUvqnJiV5jo0ME8JXJLQfgUQ0aijbcX196vy1PiBcR+iDQo9XBa5cWebzn/8SFy/KzOfgHcHJd+9kHoNV91FcNpeD2bl57rz9Nna3tlWu2S6oMWcFdN0gGuLqZTYe+jP81hozB+fww1obvgxl7KdWkIpXnpgvFfvprrSzGOupBYb3TjugbXlgYwxPPHkJkxJve8uRtrGttEvIWT5fliD/Lgu+ydbi1mB8IC8BSRvwSkvenpJRzyFcT+iDQo9XDa5cWeFzn/8SSxevEJwvNXjvPd6JPYZ1ThbI2FAPB9xx+23Y2Mi8gj0LaSIlIaDl1wRpStrdZO3RB4hLS8wszlIvzCJa0fZ2WIhGm8O05GQorQ17iOXshtoqjbxagweRqKrlxfmlLU4/u8p9770ZnFhN5MwgxtgOEyqnq+WivOMvAUEa3lyoQF1gyzidlkaQgNBnCNcl+qDQ41WFK1dW+M+f/y9cuHhZTN2cx9mgg+YdyYja0vqKW4/ewmztGe/s7rFwyLOGi1onQWqmxPEua08+xPjpE1SjwODgnPQt5EU+JSGZVeKZLCWDyNzAnjkPWYraURx5r4Z5NgcGx+Z25HvfP8uH7ruDehDoGFOUhV8SiranYA/ZnHW1CufF6C77s7ZBIZVgcuzsKr/WB4TrEn1Q6PGqw5UrK/zH3/gS53Ng8L7U73MH7+HDh7lhcY6dzS1Iz72P1spBlUYpsnXmBFs//A7ORYaH5qRBrbvId/2KTFYvta1v2UJD7t/muhKQsM5pdlPtmf+QouEbD57mHW8/yoEDtXIasZMJRPIYUuEY9k1Fo+PIEaO4v1pXsoQmyUS3XDpLKfHUuV52ej2jDwo9XpW4fGWF//Cff59z5y+1Yy1TpGkiiwsHuP3mG9ndbrtx988blvkGEUMDKbG7fJG17/8ZVZwwc8M8trJkUjjGRu6kyE8R11TTmRGdF39rytyC/N1aR/CBEEKnf0F4gu8/fJaDC0Nef+c8RDmXlMCU0lB2ZNKZaV1/IgDXmuyJp5ED44jJEjueRhlPnb/Gr/12nyFcz+iDQo9XLS5fWeHf/+f7OXtuqSiNRjOz3Hb0JqbjnT27aiAbApGlp0Z0m0w3LnHtoa9gNq4wWBzhR4G2FWFvE1rbz6BZhnhiALQLfidrsVaM/HxolUk5U3jmmausrW7x3nfdiEFM+XJDWdTbGj3vnFkUqa3KXktDHA6cE/kptpTIMokNFJXRuT4gXNfog0KPVzUuX17m//uPX+DM2Yu4qua2W28hOJhO9xPL0rksLQFR6/ORZnedtUe/zvTCMwznZqhmh7qIymzl9ramzDfOIv9cNoLWTK74HqnpnVX31qJcBSCysrbFoz+8xAfffxTrpqJ6ShGi9hmQy1Md7oNOhqA8hgQ+sCFgXMBYL6Wt2JCSZDgJkZ3+2m8+2mcIPfqg0OPVj8uXl/kP/+l+drd2WJwdMt7ZfZ6jnodYmO6y8dSjrB97DB8cw8XZPEwBkX927SIowSDfndhOSIknD6bJ5LI1TianWelczs1uiSm7u1Me+Maz3HvPTYyGwmdIAIs0KZY+A+EU2oeVr6Qlo7aU5HzQSXI5Q+nYdmA4fq4PCD1a9EGhx3WBy5eX+bf/13/gsceOlb+1VhCmlGGirrBp2rBz7hk2fvAdBs4we2gBG8TgzmrncnsfHYIXUQHlgCDBQHsO1LM022P7ILOkhaBOQEOKie9+5zRvuH2eozfX4p+ka3iJMd2z7jaaWUiqMirHOo+xvnRVx4R0LiPNcE+dv8Y/6wNCjw76oNDjusGZsxf5V7/+f3Pi1LN7vIH22ASlRJxOmaxeZvl7X8WMN5g9OI8bVJ3jrX5vO5jLELZWXlR26pJVQG4uMxaZ7WBFhupK5mF46vgykcRb33ygkMqSaUiwkc4JmclQJK1GJ7gVshwlvXW+sqHYeNO07qfHz6/xzz7/SB8QeuxBHxR6XFc4d+ESn/k3/44TJ5/tyEkjue6fUmSyu8nKo98irV5iOD+imp+R/oOiDNJModhT2PKFyWSx0Z25GtCpbbW1yDhQbzDSXA1MgcilS5ucfvoKH3jfzVibi0FZIQQmlchTlEc2m+t1iG6SxRiHs56EBeNIOJqoLRTG8tSF9T5D6PG86INCj+sO585f4tP/5v/h+MnTHVsIMYhLzZRrxx5l9+kfMhxVzBxcLBbURhdhY6UxLauF8kS10qSWYVDHVLWhMOBFBCS1fmPJcxq2tiLf/s5p7nv/bVS+LT8ZrKiFUBYgpucMvcmfYuldSGBldGe3JyGmqFmCdCp/6nMP9wGhx/OiDwo9rkucOy8Zw/GTpwsfQGzYPH2M7ce+QRUMM4cPYJwrZRnhEWSusfAHOlNZXUz3+BnZloS2xmEweJ2LIPv9VJqMmxT4+jfOcvdbDnFwwbTno30HKYopH/r/rCiKMRYlUu6xk2E5jmQtybST31LTQIo8dW6NT/7GQ5y9svlSXeoerzD0QaHHdYtz5y/x6X/97zhx8hlSM2X3yrOsPvRVXLPL7A2LotpJqJGex1i1hGi6ElMtHWV1jw5AKDV8wHonk+EcOJOwRuznYoqA45GHz3J40fDa24bEpinnF4Empg5vkU31pMxFygFBJbLW4UIQB9iEnq8pdtjHzq/xyc8/zJk+IPT4S2DSfrH2X3Tg8wzt6NHj1YBbbj7M//6//X0Wzz7C9MIp5g/OMjqwoLYUSUtGQuZK11juS1Ci16pCqFPrz5LV3FAWKoN3bo9rqjGG06fXOXXsAh/+0E3CM9A2wMWcU+h9GuN1FkJCpqVJICAZJZMt1nuSMaRkMc5JkEmRJ8+t8anP9aTy9Y4fZ7nvg0KPHsCRhSH/6ztmefMtI+aPHCzEbe4OlklkgAYJWdn1ezbPS6XyTyJhktheBA91VWFd2+BmrGV1eYevf+0pPvHRW5mdD7RzE5IGBG1+S4mYSjTBIBmAcRbwylcYrPMkawEnJHdsIEaOnV/nkz2H0IMfLyj05aMePYBLa9v8u4dWuNh4VfN0JKe2dUsF1E5bykTJGpK1RLWkbi2xZWF2NuGdBZQ4NtKFPN6Z8q1vPc17330jM7NtQGjvn/wLdEZ8GgzJWA0IhjwuNA8OMkmykxhF8XTs/Dqf+nwfEHr8+OiDQo8eiqWNKf/nH5/lxKVNkYIaSEa7iWMkD8IpnkYmW1lIAEk2BwYrHcrO4p0Q0dnPSMZtWr7/0AXuuG2em2+eoW1yyAQ2KHEAGkTKmE0d4Wk0U4lJ5ksnQF0rZHxoShy/sKEcQh8Qevz46INCjx4dnF/d5d98+TQnL+9SmsZiLPbTaixUFD/Q8gNWSWfrckAA7ztzmVW6+szJK4zqxF1vnN/jziozlo22JmeC2RCjjtEEyPbbxqoNuBFSOzlVKkUSkWPn10R22geEHn9N9EGhR499OL+6y7/+g1OcWNoQ3T+owsdIk4EOyymuql2nVZWjOgPeOYxxOlVNZjosXdrk6acvc/fbbpCBbSoZjbGRPonssJo7maOhKVmCbQNF0uzBehKulK6SNRy7cI1Pfe6RXmXU4ydCHxR69HgenF/d5df/4BSnLm9LjV85g4w9lhKo31F2LSVhncH67IIqGcT2TuTBB8/wM28/grOxNMUlsleRJSUNEgmaZGg6xnVZ1RS1w9mHWrqVs/LJwrHz1/jkb/Sy0x4/Ofqg0KPHX4ALq7v8H39wipOXtkXdo5PVuhPNjJEZxyB8QTAOZx2hCljTBoQYHd/+5jO89Q1zHDpUkSezicQUME5nKANI41k3+1BPbyktGYMLdel0zqT4sQubojLqS0Y9/gbog0KPHn8JLqzu8q//4CRPX94m79bz2E3pbs5dzBanQcBmGwsvs5YxgUcfucDQj3nt7SOdsJCImcRWUloa08TyLqrVtthUGPFS0vKQ9bVkLylhonDRT55f51O/8VAfEHr8jdEHhR49/gqcX93ls//lBCcvb5degTJ1TeWizoA1YoXtncU5h1Xb6gvn11i6cJH33HO4lZbmVCPJ7zGhwcB2RjIoP+GCEsvCK8hITTkikTh24Rqf/FxfMurxwqAPCj16/Bg4v7LDZ3//GKcub2nXcXZYlazAe48PFmfBh4B1Hms9Gxu7PPTdU3zgvTfigidCGQGamrZjWVSknT4H5zA6WjPbaWAtyXgxy2tkwM6xC+t88nOP9F5GPV4w9EGhR48fE+dXdvjM/cc4cWmr8AvWWoL3BO/E8M6pCZ2xTKcN3/zzY7zr7TcwPz+AJFmFtD20c5pTZy4CqBW38+W+YpJjkvFYHCYZYkpCKvdeRj1eYPRBoUePvwbOr+zw2fuf5OSSLMR5pKY0FHfmKsQpDz34NDcdChw9Oke76BtiMiSsTHEwFCmqoLXPsKVUZWW+svEyYSFFDQiP9BxCjxccfVDo0eOviRwYTl3awmnrgnMW72V3bw2cfGqJtdVrvO3tR+ga5cXMJShzYFJnehqIXQZCGcSUiBHQXgSQRrpj59b4VD8gp8eLhD4o9OjxE+Dcyg6f/uKPOHlpA+89zmr9n8SVpXV+9NgFPnDvUUyenAbScKZWFLnloU0QDOh9gMxKSDFinMP6oAdHnjp/rQ8IPV5U9EGhR4+fEOeWt/nnv/sjjl/cKN6ou9sTvvmNE7zvnsPUtXgXJTWti1FG4iSrhqs6pKdYYHd6IQCZj+BrHaDTcOzcGp/8/COc6QNCjxcRfVDo0eNvgDNXt/knn3uUp86v0Uwbvv3ACV5/xzw3HBmUklDC6FQ0p3MZ2i7mGGPhEzKHkJRXsL4W24um4anz1/jkb/YBoceLj36eQo8eLwBec8OI//ldN3HITLj3/TfrdiupbQXaidzaY0TU2M5K2Sib6aXSIOfBeprYcPzctT5D6PGCoJ+n0KPHS4Rnr2zxb//8NKNbZ0g2IrlAHpJDdsZuZzGgVtv675lzyF3SyVhiFA7hV/uA0OMlRB8UevR4gbC80/BrX3yaY+c3ybbboh7SfgNk5nLUzmRr2+a0PIJTbC8cKSaeOrfGpz7fj9Ds8dKiLx/16PEC47ZDNf/qH76BN944klkHWW6qdkZiV6FlIm1cS7mPwQVSMjx1bo1P/uajfYbQ4wVFXz7q0eOngDNXd/knv32CYxe3kAUfSikJ7WTuNKslY6VhzQfAcOzsah8QevzU0AeFHj1eBJxZ3uGf/u4JnrywoSqjbIPd7taMcYBMY7OuAqzITn/rB31A6PFTQx8UevR4kXDm6g7/9Lef4tiFa8oVZCM9mciWkvAMyViwjifPXuNXP983pvX46aIPCj16vIg4s7zDr/7OcZ48vy6BwTqMER8j8TgSi+0nz63yyc8/3AeEHj919EGhR48XGWeXd/nU7x3nyQubIjEyaEAQBdKx89f45Oce6gNCj5cF+qDQo8dLgLPLO3zqd49x7MKGjsYB4zzHLm7wq7/xMGd6t9MeLxP0QaFHj5cIZ69u88nfeYJj5zfAWB2Q089D6PHyQt+n0KPHS4xbD434X37+Dfy/f3yiDwg9XlL8OMv9jx0UevTo0aPHqx99+ahHjx49ehT0QaFHjx49ehT0QaFHjx49ehT0QaFHjx49ehT0QaFHjx49ehT0QaFHjx49ehT0QaFHjx49ehT0QaFHjx49ehT0QaFHjx49ehT8/wkD+DyfxD6FAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_rotated_image(image_path, angle=45)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_rotated_image(image_path, angle=180)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spiegeln" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* Sehr ähnlich (aber nicht gleich) zum Rotieren\n", "* Auch hier nicht bei jedem Bild anwendbar" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "def plot_flipped_image(image_path: str, flipping: str):\n", " img = imread(image_path)\n", " if flipping == 'horizontal':\n", " plt.imshow(img[:, ::-1, :])\n", " elif flipping == 'vertical':\n", " plt.imshow(img[::-1, :, :])\n", " plt.gca().axis(r'off')\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_flipped_image(image_path, flipping=r'vertical')" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_flipped_image(image_path, flipping=r'horizontal')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Zuschneiden" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* Weitere einfache Möglichkeit, Daten zu generieren\n", "* Kann (fast) beliebig angewendet werden (zu großes oder kleines Objekt unbrauchbar)\n", "* muss danach wieder die selben Dimensionen haben!" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "def plot_cropped_image(image_path: str, left, top, width, height):\n", " with Image.open(image_path) as img:\n", " img_cropped = img.crop((left, top, left + width, top + height)) # \n", " plt.imshow(img_cropped)\n", " plt.gca().axis(r'off')\n", " plt.show()\n", " return img_cropped" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYUAAAGFCAYAAAASI+9IAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8hTgPZAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOz925bcOLItCk4DQNI9Qpm11thn9P9/TT/3B5xv2LuqUlK4kwSsH+wCA5yhlM5YNbofxCrPCIW7k7gY7DLtRszM+H39vn5fv6/f1+8LQPr/9QB+X7+v39fv6/f1/z/Xb6Hw+/p9/b5+X78vv34Lhd/X7+v39fv6ffn1Wyj8vn5fv6/f1+/Lr99C4ff1+/p9/b5+X379Fgq/r9/X7+v39fvy67dQ+H39vn5fv6/fl1+/hcLv6/f1+/p9/b78Kj/7wf/+73+AiECUABCY2V8A9D1CSgUpZyT9N6WEnBJqaziPA82+o99rrYFSAphxnidABAKQSwGD0AC8vb+jbBv+1//6X/jjj3/gdv+C2/0Ny+2G2/aGt/cvuN3voJwBEJ7HgePYcRw7zvPEcRw4W8XH44HK8rySMkopWEsGc8Nx7Pj617/xz//9v/Hx9SvOfcfxfOD5/TueH99w7E+c+xPcGhIRtm3DtqzIpWBZF6zbhvX+hlwKiGhcFxDWdUFJCczAUU+c9QSj4WwVZ61o9QBpGuHtdkNKIq9LKViWBcfx9DVLKclag8CtoenrPE+cxxP788Tz8cTj44nnU16tNdRWQQQsS8FxHPoM1heQc0bOWfdSxrIsC9Z1xXq7YVkWpJTAulf23ForzvMc6MF+btsGALjf78g5I6WEZVl871trmPMniTo92Wft3wD72OxvzMBxyn1qrXLPMK+ke8DcUKuMG8wopaCUjFIylmVBKQX7vgNISCT7mLPQCdlDwbCNaq0hZ/tu8r8dx4HjOPRewJIyAKC2ivOUv33//j2cGaGnvvYEgHxPj+PAsZ+y5lx1fWXtUkpY19X3j5n1ngntrL62dm9mxrquOM8TKSXZE13LUorvkdFY3xMZ13EcOA9ZY/ub3RtJzrutg+2HfcbGBwDtrGi6V601lCI0aVetVdfs9DHlnH2uRotEhKUUgOHPq7XiOA5fH5tXzknWTenCxtuYsSwL6tmQKCGnjMzkdF5rRWOGMKaElAqcCPWZzNXnZ3M+nzuO4/Ax2UvoT74r65H0XMPXPi/FaWtZFpRlQV6K7+WyLL7uRidCnYzGjHaeOB9PnMeOegrtnOeJ//f/5//G310/LRSMAIxgZT1ek6GN4bP+TvpvWxAj2ulL1/fxQ8+60See+4FcDpS1YgFAOYESgVWYQImntQzmPj1qIpiqHRo9BCkJYwWzEOl54tx3nPsT9dzR2gnmBmKW+/saGBMtSKmAUjzQ/tQwIRGoOZETam0NqZ5IdOJMBD4bgDbcw4VLeLYRQ2KAjQHoIQVXZc6dmRrRMBqEqcr95XvVl78zdYYs/yj8W2v+ORMCdqivrvgdOyj2e7yvvV7Xr88/0lpKCJ+jgXyMIQr9qFDwfUidOSrDiMzPn88A0MCcnDmZkGZmUOLX74Tx2rzt98r2974WPkYwkgqNzmgT5iNCieRz073nywUNJSDxD/cmjnOgoXifSTjknFHPkUbte9wYoARQ32+bq83X9nmmK/v5Svs0rPH8XQCiaNZ+jzjnq7PUz9Sr0PMXaPq+nonL1exrYEpSztm/H2nHab+xCwVX8pQ3pJz8ey4kcnLhGPdlXhcwgCbzq6250mj892eunxYKnTjkdcncAYAbwMkPAKMz9bhZfj9Wxg8GISGp5peQACIw9UU/VSM9jgOLaqqsAkgWRr6TUkLJoj2Q/i81sSKqE4RsRibgbAC3hnqoVnbsqOeBelbUZoIMTthZBU/OZXillJFSRoMJQ3SNnpWoEqGkjERAjoypJpztCeZrYZtSlpkkIR4XCn7QZLWbaWM6d1n7FZQAHMKY5oP+soU8/y5atminUCI70ZodzobWumau35TxNCFE0WSMAfIwz9naNEuFCKhnDffTOQWNiql/F+jastCF0JtZYEQAs8ydVbjGg+drQqJxcav6e0NqyTkCsT2ffJ5iQduajUK0sVlD7IwjpS5w7EDPDChaUldMNDLBLtDYrfQueKJVxcN9YUoc8yuDAV6+G+87M2cRxGKltSZaN6vSwdQASqKAJaOnUSDEZ9p9E43M2omysViDBFHmqq51WJuBnlhZE2R8Xfi/XmTbGqmZhZqoNVdKbL1l/IagdGXIrdYrpRf9nDGgAkGsGREMYlmlLL/bvz+z5OKaMTNaFYFQmUUZ1tfPXD8tFLrpR65F2kDioIQ3GbNWycV5sBKiFCQ9UMwMTuzPyTkDiYAElJzRdBNbraj1VLNOJm4M1yR5SglIGcgmFBISN1DKolWAQdzkw63pDzPVBXZq5yla9KR1JOqQQjKBUIJQyMkWQ5kRg7ivFbMQQE5JTG2RNkAitPNQpsuTNgzkVDqz1Pe6UBBmbYLLTG0uwLo2nOehnJFdcxs1qG4Nx2veW2E+7HBRtBziNWuRAHCehwqkitay7/n8vUELAlyIz8wtZwCZQKmpBZUGjYyZ0YLgcbvCaA14EQid+el8hYsIA9N7OzTTmgqCDmfNDNJ/138T9bWJQuFqrWeGKa+K6prwK1PuN5D5ctiLyNgHrdzOLEbtftZw5/1xgRdoIM69teaWChnMqUwycUKrnWleWT7XioKeoya8Ak2AILoYR1xntwj07LsaGQSibxTBBfIs+OxZRHBhBV3T5EjBOI75PsO5M8rUmyazBnJSnpKRSkEqGbkUhTvLsBZX1lWrTeC5Jspa1ddZ/wNCQSbYH26asG8oMxrCgLmhqRUvloMsIgWcr6V+D2O4gPgUKBEoActtQ22EJRcQCQZYuaFVVh9Fh7QAJaSUkMJGJDBSVqFAADUGo6KeB3AQuMnvx/OJ8zjA7RSBYRNOKlzQhULOGbnkLsmLbqILQ1bhQGDoodbxZfW7+L0TcO6KzZqGGw5DSmrzqFAwsuI2Hqb+nYSkQnZd1xdttBPs53v+meC/8iGMTLV/ftZqjRlGzTp+PzIcIkINzzWznlI3lU2TylmEbKfHhqpWDfth6L4SSq/mNwB/vmiyVQVmGsYov18L0nnOsks+SRB1Bct8OrMVIPPtikqtFfWsOE/FpPkcvmdMvKmCY0LI5mwjGARWY7GyVNEx5hKtl7gmJiDie3a/qA1fMcL4HRMEEV+Pgm+GRUDjWGw9Z1hM/m0W5gQFUdCiqf8UQ4+60OUGNLVG1UKd99LPVs6ysrqPpojJvjQ3A2x/Iqohllbr49I5JL1vDj6uvCwoS3HfYinFTN5LQeoQ+CmWfDMr4T8CHymjNUaMJhoGN+7auhiOYioGU4qo6eaKEzovBcu6ygQhi8yNUc/qkrCUjJSFAZRtxVnFuWTEHzXVpA4jll3qGnXQdjIBGWZNGDGfOME4VDtsrbpDBmhIPElW6kIt5YxUMtKSkRf5SUUgBcoKizEAruAq2j/UcjBVTmCgJJYEyfziIc85oRQVkqqJiOwz018YV9ck+0uGO1llgcn3V5zaq3bY93/EhW2cfWleMWjbK+busJs18/H7qdPaC6ar40gJS8poTGiGLRKhBAYmq5yAqvQX8HtA2eSFBjqPqbPz5rhuHHs05/0bk3YJAGeT4ISk8GXOGed5qhO9f3bfd9+TKCTMKra9Pc4jrA2pZam+FQYatWGv5Sf8Z2vsgpJTQkujT8H27Ur7vrKGolCITDQKeKPpSDtngIDjZ+N6guUsqZ4EJkY7m8dNioAz2jB/jPlVZgVVLCy3APU4NTafp95XpM5I00nOftbAi5yzfKxWJAZAojBacAwgih4lM9KDokT9xRB6R05A7tZCKQV5XV4dzRRgwdZATWm3MfisaMeJcxcI/FQ/7HGcOGszV8PfXr/kU6i1CuMPBBDNv9YaKosXnCh5/EdSNpyTTD75hFf1JIjkO3PFWoTx51JAKhSWtYCfFu2yg88TFYT3t1M2QDVpm/OVhiKbKFRASaGJegCNkSmDmhBbOw+cxy7CWOGlQYPTVwWLlEkQGCOTIFZL16oIQrCNK4gyEki1ARJ4KAOtKjyh6xbXO2eJjkkpYSkascMBq7TIiGkPIrO39TBNQTR8oDVBrewyofDZRenHzj5jGibUjXlGWrHPmUY43J+6tUe60DPDdp8OOtPiKgy+1iqWoGmbINfeGsTiMxwbRCDmF+EUNctoCZQiwlkgwi4YYrRWPA9R82VmtLMimw+CJPqna5ZArbL3kUmalmdC4Tyb+LhqxVmPwZE5CyLibhVGmIeIcJ4SzROZNBp78IOt8SwUIkzRaqenSH/22bjHrTUXnFG4XPGO6KztNKGCJriFj6PP354Z18Nxd6LxTKh11FSKJGXKFhHZajOG5RFZriiRWJd5XXydxAYjHG0UdOdx6r72KK1SisyxvlpRoOizlcPIalEaZDTP12gkCmuhlarRaodEOZqlOfl0f3T9UvSRjOjaASZmSnWJ7JoKlLmmBMrqWS8ZKQsmL0JBLA5KotWJw9aiinTBUkIDo1ZG5QrkooeodoxQ7+MEoIvujlm9r3j3geMAjiQhgv3wHTiPE5SAklJI5DAVIrnzXKwj0T6gsE7KhJI7Js5cVaNVuI0ZQENrJ4iSm3YGx8xr3tdRvl/Piv3YZQ/OAzUwEpm/7Q2Ads2oRqitC4TZknhllqP2Pu//bCnMjGv+3kBXTi0axQIM38lk93JUDk39KLB5TZaHjx1y8Ic1ZQ7jxcDsXTColifaW0IpybFjG4uNE8CLgO4v8fkACRJA1CGHyCTjYR8FwonzrDgPjeBD12KdZhymhStuMxwEAO08QQyctar/jRRHnxyzKkBcwYn7xDQwmtk3EpWoCEvNSoVds4UbHeRdweqQifkn7fJoPBUEOQjcWVgZtCZj6GMe96yBeaJ9RSMiAwYzuDLq2UQQMPt+RcHnEW8AUKMFYtZtUcFDyk0CR6PwupiP/FF4A1f121wI7OHzf3P9tFCwa9ZKBhOydUcOiaonk0lhUdUEBykGDMXw0FxCiiDRdwjqlW9ib6GiNdVUWlVpqUyCm5uSBml1AuyaozhzCMxVmYzg/U0l61lPJCYk8r3omqyrkITaGjJLGKlDQkTiWyDVJFgiMAC4o63WCnADqcPNoqqSMqNaR0211hNJtePj3D3vgM9jwCuN2QnBQqyUQBROZ+F8D2f9QvsHgM80avtMFDY5iwN2fMa1BfL6964p2Yk1pmJCEeo/YoVY0Bq42UEN2q97W+OcGFkVBMN27XDODNEEpcF8Bh3lPMJrkf7nde6zsnlKUEWt1fMv7BqthB5GOMCCSqeMV+x9XsmZOTtt1AaCMA5ZK1FYOHcIx5h8YwZNEKHcfIwojM+YrYzI6GcLYB7vJcOD0ajCsQS3dsxdImeGHG+PPpB4nygU9A8eMg9mF6ZGW8MYzFfKeo5V8WxHxXkcODQnpbbTraRxDuPZkfdlctmEjeyEWy4zLfn5bM2RaGoW3DPSofDj9kO6/Oz6aaEwCAHEBewHTkxzGa3wTeFsZJuUVTAksc9c60OYkN6fGMKYQcipoChUkxpAzYSAwDN2D1kI3fSg7XaJ3IWCRPAkhXga6nminoeYW+0EkNBa1w4Ml+4OyqRCKatgMiRRwlKLOpKZGQ0n0BgHhKBOi8JIZimc4MbI26rjBEijhVqtOM4dXDU66txx7Ltok+ehBBpCffWZ4uuRhCnTO9wUni4yQTwRYzdnI2PD8F7XbGXMgm93Bj77Bkgf+GJ9RIHQ2KVV1DCdFsXoB7MytdaFR7LgBrtnmFOiHjXCJJizaZfzeBCYgDDga78MwK8amel5ZpEYThG0+4GBqoZZWxVG0xpqi+fBzhSDkkCOtqaRycSxAaNC0KGY2tc1CZxp57bWBoueAUSxShitLJD5ynocvPLql7Vx4UDy2dS6/6ATg+4oC6zDNSpydmMFj5r8Lvdk3WFCbXKWxYLSdTHDHn2f4tqwcdWZ8QOmooJYIqW6UsKg1nCof+c8ThzPpwYBnMg5hfBjaLCL3Lux3LNbXqI6A4IuDMcrCiXzRbJaA9w8/JbiZ/1/HQ6zXAi/7f+0peCEzxWtKWbWTj20WedSsZSMpAeQcpIsY31f4vklRh+14lk/NKpJTLCmsMGy2CE052rBui44n7vGO3diz6X0MNAw+VmDyVl/TwTKor23VlHrgY+Pb/j67avjb4JIVBwnA1kwvaQk0zHGBG7i5Dv2E4SM+/0NEqGUkEjCyHJKeOIpvguQwADnE/v+8MzLlBK2bZWIJ7EDlaFVPFUDOWvF8yHZyQ41tRESOc8Tp5qrIICpQeKyxdfDJGGC53kiFYVflLDALNIWYtXpjRXyk0gL8w0liHOcK6MeDbXKOHIpaCcjL0kE0qkMvQElFRfWSRm/MKV4GnSNw35a1BsAcGIJRUxAhTrOqgy7ckVZM7Bsbg0YdFQyaUgzD89d8pjBa4LIv8tJrd4x1DWl5BABYHkb+vdacZwnTs1xeB675zVkFWA5FxwKgRhEVFnCbw1+dWGeJMgACRC3k+DnmSQXp6QMYgyhioN1EbB6InF0Mzec3GTtSIVGI5RGKI0VKmvDuTKjnxk49x7tBMD9XUQk2cJZhEdj+Z0JONuJdjYsFgHo1pywsuPcATDOeqo1I+u6bCtaMyd/RmVGWkhCnBvrOVtcIAihsjNZyafRBFSS0FjPZ9L/lUVymlKH7QVJ0NNjgqa1hn3fPVu6VVUma0Xlhv2c4K9ESKWowNOAByi0a9HoWRRI5Vx6zmQKay4i+5rQLas1TiGqaBBAGs7KpPyaq2fw/6w/AfhFS2F2KBkhkGA8SCzJYD3xIgO5iLlpwpBZtN56TE4tMdsysjLuHLKEMzhl5NJQWOLPGyVZPjP/fIyzBYNhnAYNMABupyfD7fveU9otSoZ6FmGhHO5jYYvA88FIqaKeTVLlbwzmO5YVWJiQNgkJNZyvMWM/D2fuaA1pKTDjUS7xObR24vF4yJrXhufzqQSp2qtrsWPUjDAuzYBFL8cQo3/EUkFYn9GSiPBIrRXV/x4tCsBteMP9IMKSOwI0QElxP+aoqJhrYFcPEe2YtyXLsQc1AIkTUrkJhATLgYFbHok7xNhho+5cJSJBJ5HATLAzJApFTxyyNTGhIOsj48k5u3PvOA557+ifM3NfbhIgE1NeTLNjIJMIskIJnMRPteSEmgvQxnyU2XcznMtPrng+TKAxC7PLJaNxQ0GRzGiVBiJXGafBdDrelBIyeiLhD5+lY4tZ7RGDN+XT4NJUDxCVbgHQbOkaIzYaZltcJcDwSv5xX7+Z3hwK1/GeqIHuWMp8qFJ2HieOfRdasvyCEJHGqpyc9QTX6sfb+aU9PyVPdp3Hor+4xUAaRhwVgAjlRQvr1fr9ueuXLIXPmG1KSc30HraXU0IqWSwFTmgWZdTUOZv6gZKNkLkb42zcRCNNWjMlaQJHE6FQVRVgAOaYixs6QyDDwphgOk/s+47nvg8agDGnbA7vC3iBWaCdKjdHrRXbtoGp15BBK0h6WEQZ705lq4lCJOGUKScsywqhkQ4teOieZ1tL9FApBZl6FExknhI+TJ7kBohgKKa1mDURCC8y6SgQZm0z/n2+mIMAcOEhBzaa8PFZo4N3PKSmlb/ARzzipJQkmohrAwq/7FPSPbJnR7iFkgQ+EDSXJQgMUzdTKkPtINuXCJOIYy/rfkkAgND3gZwyGOoT4OT5AQzFpTVJ0hzsCbIWOWluTk6akcsKMfW1mKGjyzmG9eh4dlfGzrMiUcaZpTxDaVnGqVYJDZsK1OP0eyQmIKlOnZJDwQNt2Uq25smI8ZzGSKhaq/omVZlppsCk4VwbPXkY8wSf1VaF1wSe5Wl6L/T0Su+9HEX/XHwPgEO3WZNW59pRGi0qPlHW71MPyDCHOBN5Eu0Ljwnr5P41Huc15EEEy4HrdT2yv7t+2dEciSya02BGttoyWXD1nAooFcTqM0DHr2WgPbEIII8lZu7p6JREEpdW0IokyIE/KbNxMdaBYBqjWVbuUSV0KwgEbqwSv0hClH0PLM7jwGTdOQhxfq3rCkYv1pWSFH9jWDjoWBjLtN+UM0pZ9HsydotisOJq7bDw04rW0B1tYa4Gtcg9u7OUmQdL4UqzBDAIlzEa49UB/fK3wAzmK/75ikH9SChc4eUtwGZAz6F4iSCKlDU90+gqfmiABwMGTY5L9HE5A+Menpkzu6XZnKloVFQjMLHAHzIQGKwgsIAw3EQyJgldllBkK7IIjlb19b5c0f98ZiMNS9BGEwXaAhO4obGUhRGh3tc+wkbE/SybU5odjwx7GObbrZPq78+OWUbXmnmaa0QqbL9mJup+qBb8PZ48+0qH8d728oKP9Xqt7ZJks55tPEewCX2Sx39TexXWZjnI/o8CPgqhuHfzmGZrekYOflYgAL+Yp2APsEW1fyfNSbAkHw8rJYOAMqz0hRE36z16GQnRzMxpGhkmFC/LjVEYaEgAd21XvgAAI+HPTCcSlVgJB577gX3vmh2BUALWTKCe/Rmyr83sNVMy54zv378DYCzropZTQ04JTBIqdsZoIR12zgVLWbCuN41fx3Bvs2DqcfaDErTubh6/MgGzOOZ1sL2cTef4XiSi4Xf9N8OiJBzxGCwQ3xKoYuZQE9z8nZ8bE48inY1ELvONoZKW5NerYWZE3mQ+hBlqY+q5LVAh4kEREOZEk/Ih47JkR1YhPcbYW4FFKEOksG9MwoAbEJI++5VggRmEkjMWzWSlsC+eqWoKRqvDweewxj520r8Zg9f5ydghIwrQoChd8tUYcSVnlj15zOfVANLkL0MSCYE6f8DQrpiWnzOMjG+gG1uzsDZDuKoiD4Y+UCJBLCYBZfeOlX99fc9ROZrPkfkElmUR31tURqiPj6hHvLXWPLBC+CfBIvaiUIjKh382zPUzZn8Fi/3K9dNCwZIvjPAjkyXKSuAJlM3hlRzXMlPcIR7VjlhOVsd0FVkn6nWBKCfkvIBIHEKcEpAbUqvqtM6QEDko5jYyPcONo/lfa8W+73g8Hu5LaE2IdlkKcgqYox9aczjZivTMVJvX8/kEqGHdFnA70eohWQ36pf6s5v6SZVmxbTfc7ze8vd11fYHn88B5Nuy7xKi3owZtBF66giBOsZTl8DaLvgIr4xrD0WxtTKv5TAjMBxBJwokFdqdBOLh4ovEFZsBcDcal6Vpbi1ccy5WmGy/Z34zbfRvwXAK8cmb8vllYFgkyMk77qbQLFo9fEk1OIkh6iHPULmGCvmm4caCXlCyqRdegxWglsVDcR5B6meicM5a8YMmLjlscua1JyXWc8m9uFQxIWfgoBHRPGhiWasWAloRjnQ8PFmfXtgnQJKzWskdzGc1lzdshg4QrUCG4ORuejS47Imz1qSCAYQqvkG+EK5OOw/hLHHdk9MarXIuGBohcMFuDaU2ouHCoY1jvoGApRJ5KQVrKBLVpZlN4ViJCJilxIaUwLFdChHUmhd31TM7WlI1BKkG8np/53w3cz2K6PmtX108LhXVdXySxZ8kxoVHyCdqLglkPbvBtDQRhE09BG2kw35sIBCRCXopqXYzSgLM25GWTg8Kjd902zg6WMUA79Od54vl8YH88UPdDomNyAa137LcnoLkHBDNReTAN7Rk2XvspkQgyD4tUiHBNL6EBFQgLtm3D7XbD/f6GL+9/oLF85uPjw+9LRChLwf12x+12w7qKcOBgKtvYIjxle2XOMWP0JlysbIjtw1V9FLv3okQfTdj+Gdv3i0stCfuKM4S/oc+4rmaJASL4ck5eT97Wd90+J+VZI0w5o5cpzq6F21xjtA4lDId9Ntf99wBr2IvIopy6w9/GEoVCoi6oo2CLDm5hQl0LNWXjM2E5XzYngxA7Do0XmvbPV8KJ0zVb0jFaIUY1AXS+AFfF4BNEmQv3nc/ODH0IgtDX6GpMPseLM2jWdfxcfA6R+J1Ao4CJVkIsB9/Hp+ut+2H1h0itLgp7FEueRGE0Q7Hzs2PyXZyTndmovMXy2Vd7HoVW/JvN4WeuX7IUzHyJh0YSsQgIMcIgEwgZKRWUsuCsDWTSl9k1iH6vBtbEHrEiJF5SQiILcl6kTAYIjYGsZQ0ASAKYEsTswByiAUwDOE8cz8MjRKxoHHJGrYdkCrdTwlZ14WUuPUYopaxp8eT4bykF27phWzcAjLNWPB6Pl82OBLasq9SBWhfRxKusX39Oj4B6+/KO97c3CftNyf0NHLT66Mi2+ZkGZOtTSsFNm+YYcVmDk+hAtSuu44sJ77/TdNgBh7UAWGlt095SGu8l6/IKU9ozbN2IejBDbJ6Sslqw9myVRJEJ2+EzmChqVkQk1Si1kUmnS4gLujWcVUoYWFIQmF0FasYNWXNsIHTRKDmMlxLQWh+TC45MWkajKzDdYVkUWki+xkRBaM1zuIAE7YoapwkE+wwJdiGfc0bfwJWghWhVLFTJH0odGksAuFYJF9azT+HZsxIhcJPen8Wig5XFebEekmj4Ht0GqYhgSYhMqFXuZdCr3Vea6tgcoX7BMQ8iRjxd0X2kk1KK1z2KQoEkAUasMhYtaL6vW5S1gdisLl17NUjB7GsQ/VVRsQQwZJr7fdHPaSnFEySNX0fo6e+uX66SKgv8ygCkMJOZdckJuWPF3eTm1rz7UfX0XQZICdUFCwnMYqaaanXMBKbDxyDNaurlAYkQwYgVaultSOjmsqyg0nA776hnQT13HOcB1j4AQMfOGcJU8rJg1SiRsixYloL39ze83d9wnAdqe7i0j1qEQwNaAdFKb8t8R4G2auHAUgr++PNPvL/dh7osgERBxMs0n33ffb4RD7VnWxer6Fyza9CwJu3j1VIIe+/fNUeb+R0cZBq0w6jFXEU0Rad4HEceNLQEsggnVtjnE4Y0M86oVRq8ZEhXZxKSvS7Jg1IvS8bahYLNLUIfPj+XHLImLXIqm1expEqNNw8MidVmtTwRhDnNwuEKUoiwTZxzv5WeZzfnAEaTeUIc5MbkSWfdanXroQVIxvb8R4YgK+OECe9pTIOlEP43zrnvYXQ+j5p5LEmi65JfnzULg4HWKDtdmHXtQR4k8DZP4yC+HpMpvMAIXVquThyDfX8u6WFW3mz9xvftXKzrOgim/4hQmCETG0TTLMScNcVLm80MThmigVBYLQaRnlUFSWcuVhJZsp9Jnc1iNQAJFRDhAM0Sdg0y+z2MeAYG2pokF50nWhUAtJQF23YD6om63VBzxk5ikbQKMHrdCYHnRCvYtg20iWN63RZstw1f3t/x/v6Gx/OBswoMZGZpxPGLWglFo0sspyAS5LIsuN/vrqG8v7/j7X73lFY3m3VcHirXQihrgJhmwjFs0rQR+240fe3zKV3Hw79e5s+YAgvY4ty1Dk56ZdimUV9dM7MbCZzgaiRw+blZSWi2fq31yBBnBORCoWPL1ZUJey+G5Xcm1pOXXJBqRrNF5niFVjsbOXtdsGQlwPV7pLQGw4btIdPaRD9a3J9opQ7jJA1EaH3lSBwpupq97wQ3EwqMqmf0PKtaQ4RGFR1GspyQVwY0MOBxyy6Z8sxvZmX06ntRc46M0PkQjxFU8V5XwjT6eGJxOjahQITKXfGKgs4uoR/NROYe9uxzVMspOu+HwIUwvij05nMYFaxSChjrcJ7/x4XCsiwDkzFnrUkj+Yz2il1EoiateGoVLM3RkrKYcsfxdM2JzxMpEcq6qWZdUJYFqUhGNCVyjRqUwGSNe4DjtKJzC8QfJ4ltRCKc/JARSWbwvmOvPalo2zasa8Hj+zc0btif8rmUTpQCpNTr1MSNydviMMy2bfjHP/7An3/+ifM8kEpGbRXfvn3zTfbNTQm5rFjWG8q6Ii8LqGT1QcCTebZtw1IKns+nWwzCaLr2F+EjS4izV9wrEwBGbEbokbBiIl/0VXj53lJAdA7EJWsh35c+xdRhAZbwXmhavj3vPE/kJQ1ajAicMXLMPkvUezWL6SxjsfdyDtqTQTITMwQ6tBgx6JyzFD5MycsHiGBIbr5LmGlDO6uXNNDZO01kGr9v49+2DYzq5SqcsSdN9ExSPz+XglQ0J8Gs66wJmhRSG0kynGMBRa/A2Zrj3a01hwQjJEckfZZt/SyCzKwAEQxmnSgT93nC/QvHvot/JxGosvsPmuYYUGqusUbh6oKDEhq9arCzEJ8v27eoPMVzGYVFLAboCk0dhWZkpKaFGzwzWxnGbFNKblWx+h19bq3nm+ScJXLwPCXoIfqqQJp70nCaAhHCzGflaB7vbCGMVvpYsdi+O0Rr/uD6pTyFaArZInhcdpsTjchryFs0AmwZW9WibpKIRSmUqiCI/yAvKGXDUjY321JZQNqBLLUTjDw8cx5fz+CFM9BdE9XO80QFIxU1EQF4CeFcNPY9a4376siAGbLMDbfbHV++fMHb2xve39/x3//4A+/v73g+P/Dvf/8b51mxbX/h69evvnGliLC73W7Ytk2ImoF6Sh2VnIVorLwyt+ZQz7ZtYp2EXr85Z4+JN4KOEVEzMc0a97yfs2ZiB8GwVCMuOYyvIMHMiD+75kMNvEZKGVOdL4O6THC11nwoOTDkmTbsu4BG5HAIByXq+zvNIWpbUcOcZxqF2fBsvX9KWiOqNSD3RjvWZcuKRRKRWglB+MpDdR5jCZfI2BzvVmVsZgxGE8YwKzr0eLX/dl9LvDSGBhJhQEhoSRJNqyoBV3s6v+KazfOIf497d/W3GXKcn2Fr/BkTnZ8ZoSIiqbs2+ybtHFRFHaR689h72S4P+KijZWIFM+25rTUtTz8mpM7w6eyIt/eiRWRXwni+TDH8u+unhUJktPa7aSJnDdmY0QljJnLTejcIhwQdr5XF0o1WszZncfqVdUVZN6SyeAyv9UXomz8mnjjxhsNphBEXcVkWlGSRNQnbtuH5fODbX39JCzvWgmQs9WVIIaycRIgsy4r3L//AH398wR9/fME//vEHtnUBZcK3xwdAyZRkZ67G2Lf73R29KSdndCmJQFzXhFIqmJtbWa7xKQ5sc2EwjnrgbFJUrXL1wlxXjMoIKgr2CDfFQxV9EEZUc+hdvKKJ/+n7GA91195fo8hMq43m9Hn2hjQyRnHW5pwHoZCpl/R4YeozBGO/mMOPRPC3egChkRGYteQAa1mHyOReM7VTSkpHGmChllVjy2BVmDRLhU+Dlpg03NRbggafTDiHdkV/le2NORpNW0dYd6ONlDKKJmidZhHF/bciPdQtoExiSRWtHpvV2ZqZh3wK1+gZ3epoI9O+EqIOwZD9+jr2maau5mh+y6w+Ji9qSWMS3wt9Uu+jbQUETchGC+2sFWeVM3fuxyiQmFFyRtWkU56EbQrOeJ8/J6luEPYynuHZ9xeFWKQFF4A05ij9j1sKs0AwRtLN7m5O+cTtYMB6DkeNIAKkHf+XPseLWwfruqAs60DsHmM9HIpRcBkzGPHyi+gCSliXVTqc6fvP8kBRayVnKVccNYhFTch1veHt/Qve3r/g/v6O29s7ciYs9ZRQWm29lFNxCMagptU7z8HbIQp8EjOLs1gp6LAPdJ0GnBEhpLTVlwPX59oZdtxPsy4cKmkdUohhvXPYHaOH7NkVn/mZYAC9wkTy0TGcE5CGKnYgu7DptXNSkkqzUCvMsn8TSUjklWMOUcsKlOjOZVnwQWCaj8Q0dhNszFoyvl1rb1JMUHqBxJLIDm1ooIPtI1hCshGsoFn7JR7XKWq9M/zilpRNMQhjIsJ5nFJcsDVkZWbMFVUVXrelVFCKYcsASfaDbqcvJmsMMocoq1jP4MqCjb4ef5YOeejNEsY+09ZgwdnnKeyF5WZcBDO49j7BVf28jTTdreo6KFQv82ssrX3n/SOCVX4dfEA6pdkPEp8/03KEQ+0+LvAtqe4/JRTm+HdjKIbrz5eZ4SIBpxC68Cn7YQe5ZGWeqzDOZdvEt5CylKjQxTbL4kpCRu0wQkowjYGCMxDiqyhLwXkeoCMLRJWyvxIgNZiKhZEuyLngfn/Hdn/Dut2xrDcsywagIedFY8/NaV6Qy6KlLCQE1TbLLB2peKiVIT1UtKG1Tgw9Rpnd3DQCigI7avnAyCDsihCMha9GSyHul2jgGSUX1FRlbg5yd6ZA6GUaoL+LP5GCQpBesotJ9yTWsLJxm0Aw4R6Fgs2j1eaDoNQTgLKFgwJDX4BInwNTdUJqXsLaSlY0FQy9GI5G0Xmp5CAUjJmoZSlrYTQarCMv1xHLsDRz1XcGNPfhBoYx2+85Jc3Wlb/n1B3e89xba73taTtkn1pDs31ycTA6htmMe+rzjDjaIHxVAM9A2wuDDPOCRVjZc4Ng0iEMjDnSugsE29MAW0fGPENvM6QV30v0ypjtHk39BE0DEGTKvQwJZR60+mH+SiciYDGUXPnMCv87CGxe08Uc40n8VP/jQiEyjujEFBMHGA84OcMSBmCT6AyEm9ROB0gTSMlhiu12w+1+w3a/Y7ttKMsGQDQ+nFL/R9P0XjTMzy4iZRgleTw6s0prLdxHlCERTQSmBIY6uTMhJQ0dXdRyKStu9y9Y1jsoryAqAKm5lxIapJdB02iTlAtSWZAXdTAHx29tUgKjnSeYe0E9KUku2vmpMErRGO1aK6pp7pSCgA4CQQ8FMw+mqEF/puF4KY1q9ZjggtO1DC1bYhnkVgZVNGbb1wayOHAAnCyiyGAH7TERehPEwwa84tp22PvYrMREh5NqPcGUet3/lIbggkRj+KsJrygYUnhPtLwKrhXtlBfX6tnKFnbEE90x4KUz7NDTxVyjUhVpNuaIWPmMOSQRkC50sVR2Vt+D7JHoxA0jZCrD0bmCtFeCQjuHlO5u6l5GYMIIZ9aUi5zH5NCUk1Q1hdTlsoKWsQ90vKLSMUI+pkJ05k+6sF1g989HJcj3NqXAe8YErmg1mbA0BdLOYvx8nHNUqqJC3M6Kqn2R7b7OvANSMTNwKI8cQpAv12S852xJx7nNKEjJGSUW9fycPQ7XTwsFK9scU8F98tz9AJRT0GgDRdkEIGWBzV5o3KTmAJlQ2LCtN9y2N9xub7jd34WBVxFMYNEo422jJnwNeWjG6FLAYGxbFTNdtbBSitdDqVWc4Pt+oFZJSBL/w4ZtW3G7bdi2u4aUbqAkvZ+lHj6p86lhPyqOo3pDFIsbluzlu8MaAHAcUhYbteI4NNSV+qEupXjbzdZE+5W1JD+UM4FYA5VIJDGFf9c+DSbszflu95hD8DARtdxn8KmN++yf7z6dvhfCAGYoI44/Ejgze0SIvIq/bxjvksqQMZ5TAiy6KmiGkU5KSsOhsc9EbdTLH7QL5qz3j5pnHHNkWJ6Mpsw6e5MmDVeElNmu3LXPo0rUSoPlQ6hgK71/QmRYtsZmiURBGOcYLUiLgvFS37XqGYt72XNrcs5YkikuWukzCUDUQDjOCm8Mo9fV+sx7AcAjeWa4Zaap+RoshlnYT/6dmcHO94n3i/8elZARMbEzZHONQsac/XGf5nFFAT/TzhX0Z79HRSMqALNjfL7P310/LRQs3j4uphN9gIrE4SeOP4lFD9inSX7EBQDE9JYwTSv7EF+5SNir6TANQNE+qnJva3Jf3CFqzKxoDgBp+WryHtEaKscNxykH/tvjga8fH/h4PPF87jgt1LasWDexXmRM4iRetrscikWtgLKiPg8fF0DaS4Fwu909Sunt7Q2ACFqga/MgkiZGAe7iEGnUCaBrOrE6Y2QO4F5cK2oWBhsZA4jWX2RgcS3NGpmZ3tU1MyTJPM0+ViHS9qL1RF/FlWCwQxkPlL+na3TUE3g+Uc7TyxKnlJDRlYV4D3NMC+qvTW4MDqhVOvEdT7QqHe4YY7irjbHVFpgoq0HBADfJoNXWq6no3lgyJyl0YD6yU3qON2axUqpYKJU1fU3MXQA0MJJZGbI1nIVd1JY9T4UZhCapFBFawSnzSKPFOMw/+BGt1EzsPBavq7GmlFzYKRsYrK8Oh1ikm1k6UDxOEAOD25I6wLNWaPb9t+KckCY3kXHPsGpcuxehNWnwZnHH6gFR6Fi4fixjcUWDdi5sTDGMPIbVAt3fGAWKKZFRKJRSUHIGUYiA+gGSEq+fh4/O0Ys+mKZKq1YnxmCjuNaCo7H/bIqjtwZknXQuGeu6uTYtdX425LIEgdRxWbTOfHtZjddaJKLpygFciNHqAl40AazBD4oxTCHuKHWtNK74BcqyeC5G3DBmxlkbjlZRm4wrF3GW3+53bLc7Ng1FjZEMwpwKQIx2xCJY5iMZTdlSFtR6goqs51IWWLKgbodfM8FHszvmNBjxzUTXx/b5PecrYpsmxCS3QqJVWksggvpL+IVhXGm4UciYPyY+C5BOb2iMVlSDrZrtnEs4mHmwXvxZbJqdNDeSroK9aqbh2pFZGCR3UgWZZlcBwLQ8QqunJEFCETcsIMsQhpQ3qADIWroKcYuwZFVkWNkesx7yM0C341rP2uMVzOB1n5KcURPMKRPKkgGoA792H0PMHi/aPyD7OSc9lyPTjApJFCjxJV/AVDH2AlIKws3PAklviuhPkPvmgY6JDKqBt+uNr6szEkNMafIrxPMzO5pnwTAKt9d1mIt1WpHC1ppHP5LheBClNqesEJkqAQ7fKRzuCtB45u2M/931C9FHFk4mdGvRFswsyotqCwC8C5EstmayqvndWIUBs7dUTKy4e8pYtxvWdcGqoZvLqk5mhVE6o0zI2UoG9AWyg99LBYjD1sZTUMCloRZp+8e5oWpbPXMYxQ30TUtJHdKL/zulvgEm6a0cQm0NnBJSKbht4ifZbhuWdUVWf8KiZSakd0MBUMFZat2wRiLVJkIUycO31Pkt+5FVQCdtz5hSQjurrkl38HbeyS9ELf/utYWKjkd6Tcv6m0bWmglzxWZhx1YIlyHDtMgkw01zyNhdaMF5HJBm25GBJR+jwEu2tsqYtANZzjJGop5gJXOUSDGcDZwInCqYtf2rQiCkmqMf9ERB07UWrdqvW8MNja7jYZZeGwbvibuh1uoRLyyHBK2JUGCte9QoAdRDTY3Zt9pDHT9jVvYeQc9Tq+CWNStbfDxWttuUMv1zt2zA/nxWYWP7VUoGs4ZJnxU5S1OcXLIzopwSSipIGZrLI4vbGkuUofYr6ULCBLzQrghl+E/T8pEImBi2czUaX6Q05v4OEmvDciRM4OUogDpGofCEvnTN7LtWk6lpmH0jRq81JXexKL8exh2i/rhH5MU9jMqL0DQ5f9JjLeeLm4cwc6tyokiy2xM0O14W0LPgKTm4KHM0XgH42W71PyAUZH9N1ApsSKEsAYNxnIfWFQ/lBFpDSYT9rDppjbSBmOtnayDWWkiJsN025CzJUuu6YilFDtoBNbUaalXmXzLQmjIyjaMncep6eQwiVK7i5ExShgNlwZEO1FTRqOKoB479cKci0BnAtknyHOWEsi4oq2RZy4YCi2HviuUyyzpYT9ZcCu5vb+I4v92wrKuW3C1YiMCNPTmtnQfykryHRGsNZ2Ot7phE49TqsUQZoLGC4rqsWNKCE6fSTXJLROAn2ctaJVLCcFDXvqy3dF7c5F6WFUTiN2lNLKHzrLqHXa8jCE0UXXPRTmrP7VjMSZ6xpILaqrSEZgTNph8QG7utc0kJS8koWeLjl6LzJtXCG6G2A62dGqUGMBNABWeF98MoJDCOCGEVJEbTTfqPi/XUhUKHjeRlxetYGUAiCSwQTijOVgUYcJ5NivUxobWEihOMgBOD0Vji3e28GFM0RcN+l72rWIgANqFwgpvEuIOl1DMAyTSGhjtz04APwlHFUS5MrAIkrVtBjHVZ1JojHPrsVCtut80FYBeKXXNmZm/bSVXLXDTGwRpGHBiy5QqATMkIyIN1p1OfhJR+sVBs+MvQBlU9XDCYJZpVIOTAh0gJlACB9QDt4CKMPJP0vZYsa0KtJgg6hGW/izJ1TDlBPRLTfT8Yy44YBJr0TLilpvTV0PR+IoxQT1HOslrZIonlvGmvecpWDw5+lilJn2YTBiIQOm383fXLGc1NG0iL9q+Hhatq/Emgk1qRcvMG6rY4ZmoacQtBNK+DxETOINdFYJqUMxhj9IxN3ggzayXWIfsvjFt8DtnDJQnBScgcJH4L9xbGb3kFy23zLOSyLMgp4b5uKKUzMyl7vUv/A2ZQFsvn9vYF29s71u2OUhYx/WwDlgVr3SARFtK+UUpkNMf8AXjEh5mWpmGaFliyZDaLJpddg7Z9u9pHs7hkzq8ONiHg4hZT/7z4CYBeLLCvddyfPDDSmOvg680Ko+jhGfMRgLJokIAe8tjy0GmLWVtBarFEhW+gUE5KCdQIjbMLnW6VqEVWK45jDKaYnXMz1hwdl9w6E3+5kkESsl7zGYj+IrvvvF+jk7HKPJUZtSYl22dIbHZAUyKUxAASSjkAqGBLbShFLq9TrUlyGjcFI957HpusKLqWf3FFYWJQTQyC8HNOUKuu32uOELK1mv0e8bNxPWXtRg2+M+3qlvCrVm1SqcNLjStO7aXuvlbuJ8L+Nq/ZyJ/UMmnNITSDybsgFEZPGlCSwzlK2koW1MVk1eAdPqsiINd+ns+uXxIKPnCDDpIyjwRJy1eNvxEE/qAe3dDqgaqDdKem2n9qZKKUjHXbcH//gvv7F2y3G5JaCvU0SRsPZYFAal0o1HaAUXFWEVKAEYWZWUCmHr1RvU/z08PHbrebLE4puN/vIgjWRX0cPcdg23rpB+aGsx6uZRoxlG115/L9fsNSxA9RjxNIDUshpFvCUgrQGp679FFoZ5UWnPtT6uLkBUvKWIs0AWImZBBOhxqEwIgAayOaSheSUeAJA5RonlYZtTJqBVIa24SaQLQ1sAzVq8to7jxO1+aIpHBa/0xnINafw8oCREFgn50fZQfKQpftc40ZZ+2CTKAuw3V7Zq3NT+hn7HdrkJowqFEojJh6Z5xxbWdce45umS0AZyyBcdj3I0Nynwdm5saTQOk+oSg0o4DIOWkZbEIri/QPYuBskq+zLIvctyxDZI2FT9vYe8CAjgFi6QiEmVHNeqj2fB81DGau7bVstUUDQi3FBALRyKKi0hHX8srxHtep7/WUyDjsj5WLOXEcndb73kWBLXlCQsdSt6upH9GkgpVoeW3TSd3i4RBM0nrug8DyAnURJIzYQKKiOUNW6YBgiJj5bAGmhvO5q6XwGv78o+sX4CP1KbSg2RtDSgTKrfejJepVH5FMwEoXo7Mne9Qq9cVblk5SlRuQVSKSZqWW3M2lsNl2UAFpkOOhk7UTmB3qaOrHQ8LMXgQuOn1Na1qWLgjyurhAiNqqHBiWchZ1JHSDn9Z1xbbeXHD1CA/VHoqYiHXfHeqR8Ycib+gNZoRQK85z1xyD3Q8x0HMUhr0LzC/mmsQs79a69hqZr61HTBi7IjDH6ANzjO9FzdX6c8C0q6Aljmn7Flc+3qfvKXu0kKX101CbP9JDT/Dr8ep9nWPce7SWYsDCrOUC8CQ0X/tp3cE8aI8xVj6ui/3NhI7t1bx283ea9iKerReEZ5qFFx2crtnmNtwzQo72eVufGO0W5zLMp3ULwP4OKF4+5V/M62FjArR6L8Y5f2ZFzQJwti76GeiZ8LPAkJpS0rPa1rPvmUKFbpFMdE/i42R3VfzYUheHt1l6Kowsx8POAbLKUfPYjZAUhb/N97e1i0/+TKGbr1+yFNwpFjbRF7zBsUMrgJc0mSYOyISLOXIcXiVxoGaVgN5DgZJ71ePkBtO4ZMd5G6eBCCJE0tSfZcKcATcVmwq0rMXfjBmab6OsmpFcpKeyZAoKhmm4cGS6jSVqyGodLcsKcZhDic4iTATKKCkhLQIftRobuRhGCVhjEXmG5BZITkVo86mWgtVHihqlEXetPSxVVxSOgpvpCiP0zgjt/R7edg0dxX9H5hpfDvWFA9SFTlXGLlBHNPfjWDo9Nde2kvo0CAbljFFwdnXttCImis0WQhQKV5BJZPzxOxFKMiRg+DxeIY9o0c103oWsFHE0nxmT+SW0r0iwWpzhmQZuzzXBLJEaaHrOSM8tAsSR1JLnxorTS5kXogROzfMajBFSylrfSSCp+SxGBeVqHa/+Pe//j+C12eIcrBBl/B0usn2WdY0Z9W1aRzs7QB6eL2PDK01OfPJ1brGWnCYDm470yVw6fb3Ss71n9xdFRDeGfojmvVw/LRTkgXog7HENSKl729VtA+UpytSLHlgxhbgxuHJ3elBnPktRrdRLCFu4IIdxjAdPtJ6MsmSFj/ILQcUNEYeguah0k/TGSbOd120Tn0Yp/lpycbzem6kTkEuGFc1qrcf9sxKV5Vqs6yqRC+eJfT88AzJT0nR0cbSdOeOALm5rejDtRRr9cHom8vP58GY6ciiBkkX4NCWwHjo31q2SNenOXSMo+3ua8Fxj3NH/Ei85RK+YbSRs+92FjW5APEA9Oka2Xj53kexkB1Y+BGvkFBmI/dvuYQctWmMtRJJI2LWGjAYai8LRmIQf2mDFRIHggkHHZ5e9Zxr7HFoaGXq0jIwZ5aVj1AC845eFsMa1kQcyGlU0dWyCs0TjpAxkRk29XagpX5lIg17U8qCQw2KRX6yghmqzjdmFSLTI4nrZ2GYF4koAxDWNezFbAn62PxFA8XciHqxMY+qzlWjVTKJQkN+B1vRcRC0+jgcjvUdhEC3UHsGkzbDUUohzvbJc7SmmpMd18s8SyVkMDvmfvX5aKCQnl08uIkA1VNZ+B0JVFq4nUSsxUQoabiVtLFcNQV2RliJ4eOqNyqP2ZodpWSSCJGYvx5h7WfwgFCblloi8aBQza7IH4f1276WrmV8I0RynKSWUJeM85Tn7/sS+P3AcEn20lUV9Ce9Y14JDy0l8//4d534IvLRIhNWSCxqaE2w8SCnZvOV38QGcOOqB/ei9D6JWa9FCpsm91q5i5Bziy3VdzFA1RuT9rdFbfX4mFIhIBY9E0IrCcJ2V6WPVwxUzltGadPwalAH69JWT0BpDahOxCn1Sa8lrC9HYtKRqglht2pu3mnU2ZuDGZ8W/99+7LWA0Y/f/jPkBGOi2r1+HHpk7A4tCYd3WcT1NC5tpXq1fKzdhwt8EXM7ipGyLvL/v+8s8bUyRvrofbYRHWmvuS+QcIcvqYd8G67lAY4H/TnRhEQVhxOOvnOhxfV8LO75CW7PyY9ZDhF8NmJkREZuj8yImD56x0FzmDunMCowpI7Ympyt3DxcK0LlFK+vKP9Xn1c9SFAwzPDdDfT+6ft5SSACo133po0ogZCQq8lLcPGvWcKYEa8LUKqOe4thsVcwaJHMYa7MZ05SYNQFMsO4u1Xthp1L6zysHm22MLaR9r7WGkxuoZKy3FY2bFKlTAty0gikBrtHLBqj5jTTkJ4jp+ZoIVnLwSeSMvR3YnyceHztaPcQ6ygWkjrXzaKDGEjVTRfPLSUoiyN9FK94/Hjj3HcfjiXrs4HYqgyewRgsZg2tnxfPxxOPx0B7DFfuulg2za+O+zyy1dErKWMuCbVmxlsVrxkehYEwmKsJCnG1wSM4p98PBT8kFUuMq82S8lFgeNZKGXmdJnp24hz56ahgRCKylngnUJGu4O9irJqiJRtXaKb2GecT8rzTYGcKYac1+F2wX/vcoEKIVEi9jwpEpRuFR1jJqwE1gNhOyzhy0L7aN5zxOEET5SRqwkTKBVSmKzWvMIjIHbt/bEb6xOXjTe26udxFbfS9R1k7VyLmS+8YAgHNCPgktz0lovQREVMxmSDOurVnCER6dPyufh1vORM0t/GiNWOHH6HcjIimcqSSGU5pLtdYtWubox3mFwmo1gdCzoWutaIDmHUgdNdDYDsDm/3w+BwVQzlWPvnQBx2ZxW5Xf/2mhQH3S/jdAoo7CK2cVBjlL6KaGLpZNKp6eWiSutoYKRinSxlJKSLxhuW1acK5HODheSZYVK0RhURHehEeJKMIjL1hw61Jf7rFg2xhtadgWsQ4IqvGFsE1nZNR7J1c+bRVGBgY43FHyEt5vw8++tvTSpzVqQwBwnjueTzE7v377C8/nEx8f3yQJDF1bsDkTSBGogGu2UaCnZBETNuaLGkqTpnOlcdh5E0YyHoAZrrL13LZNhIWOlYjQ+EQL8B/QGWRndqNJ352AyYnesj1l7IYDwBUauXX0tahPoR2emZqCw3yGMKKgMFOd0NfAGKqvzwRBzI7laBFEphQthNgbOJfR6S+xHErngVbZ5o2g7WoFWOROY3EMwJhFPgRGXFgRcY1kDZtaaSPDnml7prHogxmf1SHBqGjYs+3+MYpppM1XgRDXw9Yx1nSz78nvr5Ye1IejjSIAzXqYhXuc5ywYuI1Qbq2S0zO3eDUhEtcqBh+YUuEWPxRePnbsHx+B53Sf3d9dv9ZkR6UP2SEgdXipdGT0yZdFHLMJCcSE+/0NH+uHRBzp/SoB63bD29s73t+/4O393aN7pEqxaMrVDl/4mTRcK2dJHCuWsZwLznSiZI2rh2SwOlMM+KFADwlkmcVJNDOu1j5RzO+m2F3REtsGHUmBjs7kLdSTWRJvzB9hRG0aRK2STBQjOUAy3/2sLjhJnYE5JzyfB1p7oNaKj+8feD4/UFWzMWIwkzOlhEpNSy70QmcGG9kZsYiKfo56TLURpTGlel6Z5B2SMMhJKsWOhzGa5v1iF/CWfXucoyByP4kzB1nrmMtgQkHmUpHzjEcntMbTfStaHYujWZbqr17OEM8eaWPMy/0KE5wZmW6ca4Q9IrM1S9P3Jnem1p/fQB7+Ei1roXFdcmfekYHZWs5YfWTE0VKaPxN/Gi1HoREtEKBbSW4t5ux9M2ZrK+cyfC5qxzNdzQrIvMYyvuzRRXZuXFMflEWzkAhj+KhVARZ6FOWr9aY5BiNSUl5pf4f7FKE/W236fVWWAGnzyZqwygxwBZpC8DJJHFPVhXVdUc/TxyzJaif2/elz/I8IBQtH9QnLqCBZhwJdmMOw6SLlLCFVORfctjuWdROhQNKtraSE7f6Gt/d3vL2/4f72pmGbRa0DJbbIuVTTzknvnXoNFgAqIDJaXrzVYNKS1mjQSI3mBzaXjIJulZRSUAEpTsYMa55O5sfQ8QlhEmo9JrNVSkzMeLFJ8u4QDkIhZycbKQEia2s10EWjt7jxHc/HA4/HxxCv31qP9pAHEk6qsIgKE0ZRyR8FAlzDmzXFnDOex+5znK2cqIh95jSN2o49jUiS8kQDfvXdDJof6Qi5R3jJHFh9JwBgzM60SyhtOqDRrYs6RppIMlJ7mY/No6/ZK9NFYNDGXCNcdnJ3XEdIKt4zaoyzRWF0YnsTW2jKrAjcDC5gP3/OGHvs0zD2eQyzZWj7H/8d12CkgaD9h/DxKLjsmuP2jW5tfkDvUx6hovi+WRaz3yBakLOCI9/LkpEfErp6z+1xPiYUOKxbv4zG5VdKPZDBVBiY0hTCHe0cWD6CBY8MCIz5PpsophbDxo1xAgM0llLyfZ9Dhe1z/zFLQSqc9gWyFTHYyEShMyB9JUrSZGYR3L6qF/I4G1LJuL2JMLjd3rCtNyzaZc3KQTs2/gJZBAcijGi7c8owPt9ItRJMKAAiQNK6eYieO5MiASpTXJfXPAVKonVGYuwwV3bhAYzRDbaZBrWllLR6q2lD0pTH5ulWyHnguYt/wDKdDTYz5iFMGziHkLceZ23avW5fv9RZGbWyiHdH5nnFFOyn1XSJ73ULSQ5EvEd8hgmgGB9vn4nCwr4fGXRrBK/IO5LooLW6Nnna+nTHJMM6BF44bQPjj+thc4wY8gyHzLBChD3sM1dWQtyHyBC9eJwV0bvArhvGqBXjUhHKmJ2n877GPYhC4bPPE6kfxzTsab5R4ZgVD7NGouUbvx/HHZWryPBmh+oguDHS6QznRNguOv6vg3a6QDB697ak6oeIc47z8PHQaF1lZqSSte5YL8ne90kcGDZXVn5sCbnR/8NNypig1WF9/seFgk1qvKS2vTmt4mYPYXogpFJQ1g2lAS1lbCCUdcEff/yBP/7xX/jjH3/iy5d3jelXCIklI7aerxi8MaBc0lBrCSD9bj+stpFSfkKdLmcFLclLLEcBMmCrOpa32x03HZuEzWYwhAHXytI7oUHWI2Vs24pSFpimOodymlm+LD3HgnLGsq7YWgNlQmsrMgHMFdv+AHPDHrSYod8B4MKwWt/Y0EBHCMz2cfQRMcOFfTwYonkI/FVrG0pAzNcoGEYn7CwkjPlbQ6VVNcXIpESAYLAm4j69YsivpEymxnUKdoupVsORtVx1q8rHrHhgLH/QhgMsazhq1jYv85dYRBsz49h3pBAV46MJ8+jJhKNQsH0e1rQxWBv/MLNm/pKfOw6d6GR91NpGz/COvgQbUxTG9vwZUpoZc9z7nKVGFofPtgZISQ6ClNeISZ993V7zUY6BuUfhaZ+LNBCF6rVvoo8zKhO2p5HuB+c/QZuAdVLqllCn9+zMfBQKdv+4hnLbV+uHdJ+4NjAJnUarxdb9PEcFOZM4+lvp+yhr0AbBMivWn12/5FOQQbklhGKTMpyPLBLJHB9wGAStSVE0buBMQCKstw3vf3zBlz/+xJf3P3B/exP8lLIvbNQIZrPbFrwoA5OLXxbbrmWRbmrWc3lVX4JJWI9OysGEV/P2bbu9ZDM/n+eQES3PWNwRvSybaskYogwAOwyd2UlF0hVl27ARYd02ECSuup5az5+B86y43Q7kTD6eKPy6Jjz2j30V6HZIgsPTNaBXB7Ok/o9ziPfphykN47F7zMzQcP6sTlRm9lIafdwFKWkgQZZKncbMorXAHIvIEqKpYIJhZASMeTmIEihx+PwrVDQzQdfEp/dmuCSnBE5j7sKs8c57ZGvKzIMwnCESGYc+J48ZsD7fYDFYUbfjOAYr1j77wqjCmbvSsG18fq9wbk3YGZOy+0a6jetpv9uazFj/zMyj9RnX9OqaGSvQBXwUUnE8rz/7vnSh0P9WNKmPgm91pgeH01JCYrM2+j7MVvTMx67mdyXcW2s4jufLmv3M9QtlLiyZyE2APjntY2CRO8LQLQRKNZ6cpRUlCEiSsSxtN99wv79Jv4F1kyQxrQiKifg+XZiw4ZGozVqQFGuGNMtOEgKnjDseOtKQuJaSJzCllLAui/SK1gS2nGLlQy3fURmJMkpZsSx50BZjnkDEWIl6VA2IUJaCtd0kec8CK7liP57Y9xuezwdKsbyKDle4lNYWmTGcMwrzcT/VYnjZZ9EsRbMbhU085H3pR43HHdNBK44H3JjCeY49oU1TW5ZFIZ2CWiVcV3w5ZRAKdplpLVCdOTo7szR+Y/Pq441WjTK91EtwzwIharFx7vBvjzBXZCj1k+/Z+OM+xfdtri+aemtiLWgHwiSDd78aJuZnpCHnSaHE05hOXyf/nMPBmiekghTcI4wqm0UDWGg5CX7sjtMo4KP1MzjNMYZvRuYdresrBfEzCCuuW6TN+O/ILwbLIIwh7k/cl1EwWGmcXm6egqI1752dAWbJxblSIuy5kQbs+69zvs6wN4v4V4SBXb8AH7ETEIBhsVOy7kY9vDBi1KaF5VK0tnxCKiIUtvsdm5aV3jbNFVDPfbuY0HxI3WSetCwhMss4TQAaQBZbn5HBUq7aCJLIW2eaYEskiVGr5i3knD3KIMJkxmBTkqzsdV2wrps6gUXzHIgrOOLMH0MkmOLKNzSuSEkK97V6AsRYtxVFCc/GbeGWjVnyrVw4jNrh1UU6SRv74CvytQ7r3cZqlvE+kQ4ivBLDUL1NZs6D9hj32LQtS0wUoUCXQoGIhsZL5pBPyeCLV2HYeaYkATInp2t5w4RJh53mwxppbIAj0qtW6N+d9mLWuKOGeGXh9v1QOrK4eRV0gGW7k0v5gWnqdBhdqDAzEseEzBHik43VfQytSEUo1H5fVQzjWrhf8SISKEbczdqz/c2eNTtKo1C4gvH+TiDMIbdxH1/mDwzPnvfeAk2SBowIQiCWQiztE5l1TGYkMsf0+Eynp/DzghIGJefq80b7FnL+H7EUTKtwZjtohv1VFM7JKUuN8lQkVK5W+UyWTNo1Ldje7qHF5Q2rNrQnJKA2rXf+asbb5RI/JOiYdWAtOAGAGzmvTAnSMpQoMFc5MNXj3DUeXBvODOWa0Zn5TFxmfWzrhtu2YdUGQeLwAcxqyoiaC4MSgwlIOaOQjLtovfVzl0S3dVWhsBQszTrRnS4EXjf9Wgux827raULtRxergJ5hC5t3FAhxPeJ+RWEymPpBCzOhIBZcx9ZzlkS6HIROdEqbQBbLCz2CC71mFqlK64wjdd+BQ2iI2t24fuMaToyEAaTXkM5BU79QZqLZH/NqMH0+rlsMHujnQuc6CTBjkNGvFvdwtmp8/NSZVAwcMYHiUFnqe28aows5rV7QNNow7m+saDoIjNw7/KWUhqq8s2N5hpSiQIh/m5VXsWJfYZrZUhj275N7ynyywmFLVxqDjzUK/egv6s8ZD9/M2H98/Vhxiff5jwgFi7tuDZAeS6rZZclezioIethmHsxEJmkbR5AmK7fbDcu2Ybu/YdXfrfhcO7uEc9Oxhg3CyEhyFtN51gqtt6t01yKFF0S6ExGWsoiX3jZP73uYxpatQJ/MV6Kp1POE0fw0wbGuq/RduK1ahgPgGhqA5CxWk5nPyoDEoZXFz5AIS9HuahbKmUxEhsxSr6IIdAJJiO0DR2bdD4GtZZushNnMtr8lGplEvGwfOmQH/6xdMdlqZpy2jotmtIuvZXRGzj6FUgrOc1cTGdJkBgCjojUSt0IDkEQByEYLasRSAtAYUvZnZLziK3wVdvNrjnKZHZ82L45CEKPANIZh0WQzBBfXbohQkkI5pjWJpTtBk1GLNIuqa9xASvp5LU+z5KTJqMk3sbJWMJ6c5A4DFW1oBUgF5Na8sUs7ewh7yaJNb8uGdVnHNdRIwYjrc2Kc+XTBTzSWFO9K4KuSGLX+CFflLH2aSy6o+RxoMZYHt5+zxRcFWHRMxwgxXNDJFbTTeBQQQoUNDIFDKbBmu/d8dj67fmTd/Mz18yGpZUHSqqbyPCkel3IOxetUY2flVGZZ5IyUG5ZtRWoSGVHWTSGWVV7FnE9Zsd1OxHGSJhTiog/xuXtoeGELmhYkykipQwWmhZzVok4APisaMTJp5rL+tKu1NmiTZzgoKSVvCHO7rZqxm7S3ghQG9DBVnjRQEjIgFZrZsHFN1PrYn5LB/PjA4/EAWi9yJ5+DmkGj9WLjmk3jWRMa9tkIXkuYp6QVV6kzlP5ZvByAqLFGK+E8LRKleUSU1YI6Q+KNQXWlrChl79gqyDsRxgOSs+RiSISLOLCRJJtbj3QYpwlDArghZYOKbLy20fB5eGSPf2pcR6MFa2dqVxR28/rGz3xmfY2WwOzcxeuZCLk3duWcRVP3ORIkyqc6tEAaFH8Fu8zQx5Uz3ehFxttrac1nMFoJdl7te8b0Y/hz/G4UkMCUvzJdVxbIQJ88KjF2XrrSq2Wrc88wn5WgriQkXc8+ppQYTA2g7LkijavkG7DU2ZotGsP3EkmjKCMRe4ZZgq3BLeNOs6/WTFQE4njn0OjPrp+3FJYbaiNl+DKg7XaTRtKlx9VupUgGsOqfFmGLJCncvT9uwrKsKGlBpoKEjEQLclqkdDTI6+20Wt3AN605gbBkYdySug/FvU9D8WUhVFglx+6NSWQwN90AORglS2IQcY87loJtssglO6CFfd+9Hy7peyWLo/R+u8HKJCRKOJQQcipo2YrRrchlA6UFgITyJTLYTZhfVebfasP3jw8cx4mzSi2j4/HUfSke2wxKyGXBwoyzVuR9R9Ye1aUQqrVqzCFaA5MBSwzKJK8kGrVZAFHThe5HZKoAQNDs57Nr0efZ3IIwCIJbk5DKKi1Qz/0QJSFLO9GUE5b74hVg4c/W54TeCZQ6floZYNL6MWyRSTIRIjH3LaGPTMvWzxHg0J7ih8ggkREqKMyqatw6hm/PdsbVsWJmqzE1rp35WWJE1yxUjuNwH4z9TRiX1AUTQSQJj+a8jLk7kosBWEgoN5JQ3EMcUCkl5CJ0mVPBumwoqSCT9DCxarz1rODa1zKBUFLBkhdv9tKoYX98h2WGn+1E5YqSi1RYzYRcBJYV31hvX7tuK856giH9oAmE/diRizFkVlozTVl+79E5YokLfcu+Sr9pxrYtowXB1M8iSxXidVklYhKAlQERLqd+GjbfJDkikrP4uAhJUY2eZS+8sAYaMCEpf5sj8yTLWniSwZmCLKiS7OerARABSbCcoKxBLknK2tj42cqW9PJAKf29lQH8glDIeQHl6kKBgd73QB/qkpWVaLX/bYJyBCtMRsJIsjLBpAdWXj3fYNSIAsRB0ZyHMozmB5wIEmwEIRawCYXg3IVGPQzSmvR7HZYiInDo6mVaYUxaA8RPspSCbVuwasGy2mpvGE7mkBOfgUVtkVaTJUpKbBnS8VeYZ61SPOv5eGLfD+z7gcfzgfM4JBJKzffsjvAMRkM5LEw4anOj4/VS2QrauJ4Haf6OEdON6xGFgmiVAYNm0XCCbBXW2qQ6pr3qeQLLJge2qfVJJMKFLb/klRb8uTAr0iaRwMTS/S9leZHBjD0Hwpi635PMASgfSO6lFRq2/g/miiBEiGaONoHv46zZRkdsjK6JsMpxHC9WgofrWkguAKpCL0KTedI0dRwuGDoN2N8tQCSRKT3qH2iMetZON/YyYWwv/V/MynbMPliT1mQ+qSLJJ4OaCIuqeSIR2gTRtOddMbA5GqOTn+y/m9DpkJTwqNb6eIhHR3TkO1HAp5Rcu02m1KInZYIx7F2nrb7nprB22u0Wu9CbWAgEWzOxQsxGNZoTIaXbhGgVJbSmvS3cdxZ4T0AI/u76eaGwrEi1ehle5biB2ZFvYnNmVpFbQ2l9U6ySJUEiJiTxLQ+NtmEu5slMtgn2n3PeQmRWHDbHmDK9dHCzg2vfS6ZJhEgjqb00LqppvNJLQYShNNRZsKyaWXwqczcm6mOLCUKmeUhfBcnpGOO8pW+CvnbptibagmxfxDY5EWrt1R6N6IVwAiSBMZpsuKhbVYZ0WphhFAj9MMnXevhqdaE57l1/cR37GESTeoRtyA9dd9RZ6GjYeWbVyC1wQI8TJbfAyCbsB9focYy9SmaNGp205ghM19pe4beXQ2dC0YVjZxyR0V/5aeIzYhRXaw3taDiProkKA7MSHrY+klhqUVjj2Ui+hnaTOKarEND5Fcc3f+c1sXBMEPvMbzWvK5uyh+vzP/KCIHymgASnqfQDH0TkEwScNRZiHLPrbWzDntGrwBorSl+HHduXXChHge74CA960FBSw88fdwVnVnSmtfu766eFwtuXd1QInGEHKxdzDC4uqc9dtJszLTjygpJX5Lw5vGFaCBm2l7L3HJXokhHDvRIKnbBexxk3ui+afj6PBCNYZZfeji+m7jjqjE7uPx9mY0KlLLjf71g3cahdaXnGHAzfs5cV2Vs01b9C4YWqtY6eTzyeDzweD4GO9l2IonQBJljtorWXVIMkAvT9zpBMKAAh8nJcQ4hjlhha86peHvRxLxSSQsVZD1j5iP7Z8aesKXspbos2sbHa/Ws7UdsZwk8FHpA9NFhBGWfrLTfBWgZgnt/ESEBAo2lgKXnnPyKSSmQ270GhePUbiFdI+2erGX/VI9fWMyYYXtHXrIi01sCnhjcmEuBRx1RrRc7t5WzM1p01iEqqtduZm30BQ5QYXu9n43MlMJSOt+/MysnVvw1huBIu8Zk2/oGZ+5aNwsbP1pSUxtyQcpNS62wWsc2PATKI0KDqMZEPMDYmn5t9PwAPa//ZNVq8jJRHi1ueBx+bPk2tlWCRpPg1GT/CWtnP2bf4o+unhcJ2u+FZT+DxFIw/HAw5xGZoN/DRsJcT+Thx1oaVGcWgEnSiKiljyRlrLlhSxpIyfB0+sRIs0sdKQ0THqhGEOY2MOACNbCAMm8xsDkoMhLSUxQWSHTZf9umApWQZmlmjp4pH0dRa8Xw+cRxHLzdR65BKvyyLdHlbrNfDiePYpf/y84GPjwe+ffuGj4+Htt080M7xHt15J+twnGKlWYE3Y7TCiF413HhdHTpmHnIL7OqRMt2BNXZ5s8Ni9zbea1aBWELPp/pHytPvb2N8PB5DCQhAfCJ2P4CH+lg+RuZulU6CIO7hlbY/M5jZivlsvUyZic8wOC0yj+jUNGtwzhKPz4rjBgOsvSAkYMHmMI0bQYg4vfbS06X0+Zn/bR73bBnMczdhHCOorkI95+CH+eqKVy9lYf6WK6fyq9LXrQ1zttv7VjCyj1nGG5UPm0t8Vk9OG4XyZ/PofLALhfjZ+HtXJml41t89w644v/h8+znv168IBOAXhML9/R0nxCniWrAy3mqOH0iyVS7JtSNqLJpTDkJBF3/JGUvpIa1EomH1srHh4BIkGqZkfUl3NsrJkCZZAH2fWJPMVCikZD1/+8JfaR/iSOpp57OpbJd9dllWlNL8AAD90APSzcp6KZ/HAXDP3vX8B028srLQ1n/58Xjg+/fv+P79Ox4fH9j3p5TcbW2I5IiRFFHL8tr2OSMzg2oFKRTCFd5yMF4ESb5Jajon9CirOXFNYDNh0nE9ba3iR6NZ3cfIOI4TRDtSSg6LxXs8Ho8BOpK/Rz+Wkom095O6MU1aajb0QzJDN+YQjaGBSa0D63/arQm1bqfDmmNBRv33MGkG2lmd3qPAixrx6/x6JNPM+OySexESj90BTYuMMEQvUsggMnrpsB/oVeBdQUVxHHFdTbDNjW1myyB+3vcg+FViHShTpOYoptnKsN97H4zx7zGiSd6/Zrpx7Wdh/HfXvE4zf5nvK+vArox25fVVgYljm5Xf+P5MQ3LeXkOpf+b6aaFwe7tLt7KUkJ9yeHfV8JglwqKxOKagJZvBkM9rhVETChLHXF3jLykhRzPNHHudsoVZpevY4G6Emde+l29OWSMOch6clVda0KwZjgegrwWRxr0X6T/N3II/pB8IAE7c+75L/wPVXgaMlQTicjy8SevCY9/xfH7gIwgEZnYLw2rIjIeuahFBhSzQC/yVAcbo2BEFGEmwTfX10HiYXxkEhvlGuKOv3fj5mTijlpnSc/guMGa1ds3OQi/NQmHH77k1txxm5hthLmno0172f3A6OsPXDBaeiuB1CoUjwHF+Nu7Q6ORKo4vvRcFh9xlCCRkgC78N8+t70x2mgDFJ+becHdOexRxvSr/zfWZG548PDC8y97mgX1zTeL8IC5lAMCXT7hMthSiw41q8WGhxX6azbM+Xqw7jmS3GqFjNc7hixldrdLW/du8rZj86qWef56uV9KP3wyf9vM3P+7vrp4XCum54a+LAyinjOA/v+uVaKQuzT6mqFFR4Y1mwbRtI+xq02lCPQyNmijLUPlk2p0lYBItMmOOLjUBnDWXYZIs4wHVBr7jpceOuNl3uI8KOSnfk2dgYHVqzCJLj6EKh5Nhh63ouFt54HAee+0OtDIvZJ8+itJh+mS8gcEzFqaGrEUIjokErsxIZs0/hRcOzNbsw4+P+RGxY5mOF/6D7cMF00aEpmbu0SEwpHsQU9rgLNIttjxrZzHji4X6ll9odeD7GVyfoeLB5WC9Gh298bRiu0FwpH/NP+92E1Uxzs9nPzA6tonUoon9vFPSy/5IjI3RjjZ966fCzauOX+qo02R7PV/zM7B+ZvxM/B3RBH60Ce/7cZ9nuFf2Atl6zII/nflZOxr1s4WWM2XjBMMuJUb9CkH8nFOa9N4V15j9979LfPsfG4iQX9j3O2eDkH43z6vqFjOYVt5tEBiXKSPuOD3q4xiV44ukRMKlkqYrqfQhEKLTWUEnyDnIp0su59BBEEKTxtzpNfLPRXojgVYO9MpVGjfbqe7YJCfpKV60B/W4gMDiLRi1RNs2198bjM87zxOMhyWetVkCL5A3QT05ICTjPjouf54n92OW7jycO1cSywk7btmHTvtLZYpSbOPrP4xCYiRmUMsrS8V+793zQKf6XLJY7I2mrQat+aeslQmXU2lJKSBwZK/zzIgBHkx4Ys3TFZzJGTlnXMTIuB7HaTCv1tQ6hrfU8pdRFeP8zXNvpJYt7OKcFvcuJXMzi5mO2IoUdo2/hwLfWxLMmZsXLQbwSDnEcg/U4QS/DODDep9ZeenvU0s3nJGUY1nXRku4FtQr+vx/kHeciA5ojomYtOc45avhRw473i450c/7a3j+fTz9zsTJqrRWljIEhksn+2hRn9i3G9+J6S8+NHpAw+7CMh6QUrVuLZByt66hQ9mfJ/eM94550ZeUVfZBzwpCaXHZfhkVgjTTTz4O9bJxxv6I18j9uKdzvdwDAtm0SDfN4YH88NTTyIcljzFq64o7tfsey3ZHXDbmsYO0HLHVp2BNYSHMdpHwEu/ZF1D3/tbUhBCteo0bTF8SXLkhUu4d9b74+M+HsPtZaz5RsyhYT3h3gjfuBMKIznwJY2osaMZWSHUIDGp7PJ57PDzyeH3g8PvB8fIiVsO8Cy1kKvGsCse7MKx5qvzt8tCyupRGNB+tqHSxELzFAbdSSP/vOyMz62keBYPXfDR6IY7TsZrMIrU1jLM/8SvBjfLwLGh4hwCvtcf7pismkyfsLrCUzgOgs9Pf/Bra9Egr2/Nk/FOdsQp2ZgarfoZGBx9Ia0qZ21WJtvQ+IJXMBU0glOpOPFpZdNh5739b/Kjch0t58n9aaN543YRGjzuYot1kwzk7Tme7miK24vsMez/sanidnM5TcCHsW72V5D+MzutJic5x5jgjw7lOIFs5nfPtnGfqPeOT/uFDIJM7TbbmhpAVgwj/+8d94Ph8AE4gJuRQgA/cv7/jyj3/g/Y8/cXt/Q15XbLc7WmMc+4HaTmzrgmXTTmbLAspZ/RINlRkVTfskW6kKDAfGFn+eaEyi88NuZlSQtgkkWh5L5BRSJwq/F0m9f+30CM+i1U3k1rz8NqDdj5Ze7CsenH3fUXTs27YNqf7yud6mECzZrB+PBz4+PqQURD3FKW9RR5rtue87pLFHbzVpWmJkKGJlZOS8YH/26qKGhVusjlg8G7btpv0gOBxIIGskaErkZcTBjH1/4H67AWcG5waUBQnafjAlFE3My5ppas3nbZ0iI4gY6xxaOMMW8nsbGAyzJAey/r5tmzMnK2duaxWjuGz/JVEPg+Zr48tZAi28LHq4PlM4ZgdshEtsrkYH0V/mnbR4xLgN7okReh16qci5ilDQ4oKSP3PT0iuEfd+H8UYnbWTKti8GecT6TNGiEGv44XBPhOAic7Ss7avwZvtbhNCs7I0VOySS1r7MNJwb2SuBXmT95d+lZOz7oZnBvZ5ahMnivs70Z2sQz2kcn4yXkbMU2etnXnw4VjWhhbIpAo8WALLmRtfGdn6k9Nr78TMzw490Nn9mhiI/u36pSqr9TClhWzecN4Eh2qmN6NsCLITbly+4f/mCt/d33N7esN03LNsm0UqJUKuYtNn6ExNJ1UpS51mIs3ftMF0tyGgdxMM1wAWeeDZZAmysEIMl0jVG6s7E8Hd3RrH4WNx0wPWmOiGFOUVNsB8awXe9/MG+oyosB26QyJGe5GcHDdrrIprfUZvrhIEh+Wq+IiNOIVdDl26wtMY5tu5zYPb+3HKI8wuzi/sa1ymO4Urj+WxtW6se7WaCZv7e7Mt4tWo642I0tz6iUNCH9nHqag4WR+NpzcWHxsHM+pHvYKbjKybg/zaLmuK66dwGgbp42LR91edXX2nXxhbpZ17TaJ3MocpxrD9iVnb/mUHbesxFNe3vV3zgs6vWBqD2MzsJnpnuruZ6Na/+0+5jpVzGkjBXiuvVs+Z1ufqszX+mrysLYF73n7USgF/pp0DUO6yljHULBbia9AJYWgUWwtv7F9zf3nF7e5fmObebatRAygWtniiUkErxYnqAomfc3NEccwqssfvVhs0m5Mx4uqM5iTLBLOUPwoYML2CMLDEBQa/YpQmb8d9yCREGhxI6M4qMNxGkPmKrqOcxRCyJg1kS0kjXhFKHi/wZbaxg6uNS4cUvDsmrLb4QWImkDtLEoGYGMh8wC3uc75u0CmcUCpHRESGMwT7TnYBxDJ0xSYCD0w4bCx6ZbvzurOTYOGahECNlEhE4WBTE8OqxzkSN/QcGJFFgncn+SPu7EgRRERmFulPoC/2nwFDX1YpNdgXGFI8xwfBaC43vR216LtMRrzjPqHXH+dh9PqMfoJdIj2t8pRxcjTGOwxzyMYdGPiZ2cr+n+cL6T93OidZHYdSFIgPoFtLs54nfd9lOZmHY8yI9iL/RrJx+Dwzjf73ob8/7Z9cvCAWJ4XZmoUytlBUpFSz7E2c70RbC25d3vL2/4f52x/1+x7ZtWG83JE6o7USrJ6hBCnBNze19AtSJR5gyvxzsuKgzM3M8liGN14hE224AiNHouuKjaVkw4WDPs3vMy+KEM4bOdaYZHHYuEMYEPChcIaGoVX0LmsH8fPbeztzZgNVFMqHQQn0mSdRj1CrZ0VYDv4U68nGdGUJgtm42rsHnEzQ3oji/Ec6x8EcZSy99LWtDSCpgSi4vmiQR+/r0V3T22UEd6aW1iv04JOiBg6XgNNMZjcEEM2xj5rWEq1ZYRrZHRrUm5moOOQEavmtXSglnU6cgutBqk+MxaquRdu0ecUxRIDCzBGlcaJKR/j3UuxiE1LsAWjcuK8RnUNQVo50Zu/09hqLOTG+k/TE/ZP7MldCJMJpBaFHLn8cYx/ojgWD/rrU7eY2pWp2hfnVBIPsl9Ce/szNoGfO1sDCFeRaY9vcrTX6oJ0WmfIjjmSjOay79kad5zz//Q9FHgmNrB6wYJ788kZeC47jhbBVnZtxv71i2Dcu6YV3v2O7vuN1uSEheNoE9T8F6tU4Egu5obtwdrFGiAzwIgCtYBoSI7ugijtpWPFSi7V04AoOWGg9GJMjPtJj4GRmfdWqy3ru9aqYkrX3H9+/f8PHxTaKWmlS/zEnyI7qjs+OaPaTOMpirVmeItahem8fP6xIzpO3V2qK49KaRZGWYaxQKUvLkFfqQKKveUyJjdMYbkRszm+Eme46Mc1hhEbxebqS87h1GOGZmIm7xDms6hVgy3GJyGjM6vdCALRx0+BuuD+hswcw0NL/n88ArQ3XIKPcS1ZZhfxwHns8HjuPA4/FE1cqk83PmsdrezomFUSjMY5tpI46RiAblJK5RpGFm8QcBHRq1fblan1nJmIXCDNtdCZH4M/490k0UTr7d01m0z8Sw2ijomXtvaftpBTiv5nY1rh9d8tlXaOxnrl8oc3GXrl/aFpGINGqgYFlWHPVE5YaaGtZNGmks3lpR2lMmJCkuxtJzQRqnGEH0hBx2cSs8Pakp5yGjakSb83LQknKRkhopda06KRG3V8Ihuj68tph2b76IXJqZj71iBEck4vngmlCwqqvHceDj40OymL99w8f37+7cy6Vjw5af0AltrKEjv58ennk8Tym7fci/xXK42GRKSLkgFenwlpeCsi5oqN486H6/4+vXr0GQS1ObKHwG5lSKWABZCx+qlZR4dC4KYxamXpY8+E2g1kBXDGS4roURIS8LmKtbUI1ZgmlTumYCzCNMyIxMBUeVKLEE8sjUCCNGTZZZWSpJ/wYWHFCok6D9MdhLLcwMZWagswCMlkWn1/CdSybxytjN0f3x8YGPj28eDUdkjvXPMekY1RTpOtK3CYVZoM3K1mxFxzUwera52vrOGcmmPA3C8RMlzT4ffx9WamKWs8CY98ruEZWT1kbHu43F+7XoT+cj4XPzc3/E86/mefV+/LdV7f3PCYX7DXlZUAyeSRm5nuBEyNuCRR1+FYxUCkrQGDMREjTsNCWJVNKOWMmYMuA4hpS5wMCwx9814/YFLnrVLoFXM/OzRQ1f8L/ZvRE0mfH7vYzA1XMjkUXT3sZrH7cNP44DT406ejweGukimrVlGn+2wbNmZ3H/x3EO8d9X2hFAXoJ7thSYRRgta8+iBsRZGdfW4CPTUM2ySAoBufBOGdColigYUpLooFzGIm2yNkofoOEAyB5JGfbWGGfTxvK1Sse1EFUyM2DToO39LoQEUjC6jNDOZ9agbWS0HLrlGXtLWEjwK2w5Kx2fQTO2jhb+PNKclp2ovRbRx8d31Nq0bMo3r8NVrA8Kj4xzFkim1ESLITIooIfTxjnEec1Jp2bRGeONXfZs7eK/7Z5jhF1Xwq6Egiko89mw+17tw/wcuz4TLHG/4r9nxXG2luKzr66ZwdsV1/zq3vPnZ7r5meunhcKybSiLZEY6ozwTSmtgNBTTFFsDtPVkrxGuGj+pKU9ASWoBWLVY8c4N2hkNiWdj+d1IaFHzvipkRTSaU/M1b8zcFCUlqX0JjM5c2VgrU3wd4RIFS09Ys3DUyPTGZLfoTyhFaxGl5JU75Xs94idqKcxSbmTfJYntOHqVUSeqi6UYBVdPrmutt1k12EvW57o0gh36dV1xv98R6uX1Q3FWXy9zArpAyYTYEKRH/tiaRo0roXECNEM5Huice78PVxaUCph6preVBRcflNIgdZo1v4H/PjHvKFgYQZnJ4owuKD6PK6Y2a71xLe11Bc9YomX0QXQ/SMJRDn2uPHvfn1oyRYIXXPDi9Zn27xi4ENd2jhQyGo+CPL4Xx3l1RmJCW9T0r67PmPD8ioLBx8Sw9FO16FThNC6lnzF20ViLqys9jI/WZLFpqH3szsXQfQWmfHSeZkEIfcrUz6drjfJ3GxdrSD7iftkYO4kOY/pZa+HnhcKyIK+hi1GWDmG5Fp9Haw10HNKYJWWHetwCMC0HgDSeC+a7fKRH6BCBwwH0gxYYbWS2Yw5DX4iZgOJ7w79tHBPTB0zjU6c1j4k7FiFjgmEm9g6hSHbusq4qXAOGzT3axQrhyeuJ8zxAtIX5jmaoODK7dWDMXyKYDtTjxFHPl8Psa+7r0TNGBcLpIcO5SX5BWbqgMKFkDpu+1j2Rz/wQ0vZy1tIwHFxmcSqb7yGMDMnK3XuBr55E1VqoZxS0RWHKMo+EXnwwNp4HIHWEtM1sAgCL8gAkusjgSuqwpa13pC3HhjX6xHoyAEDirvXOGHOk53ivqKkbDWYtVdGhiNfyHedZQXSAGSj5qRbCE1Y6xegrZ8J5KsxFVxYwOn2G8/AZ/OWKIq4t5Fkw2GWCxCC2uEafWfSz9RBfMw3MmnVOBcaoTfAbnZkw6PqjCAnVETx7XQlH7wkA0eKIiqRaxUCvJZYMGhMalx4zU/RT5Io2Dv2drZGT8tTW4hoFizjUZryyIH50/Xz00VCGQl5WTdIxQ2bNPgZ60knHE5dcUHIGMVCP3RfBcFn48vfJiMJoJuXrIZoFBNFoLsbrWkuR94wOKrOGb9p35D9ORGFhhREoskTNcynieHLO2LYN53mqQFg0yS8w9mpRRw88Pr5LNvPHA8dThEJOCYsmIa3rhnUpnqjUmhXPE3/EU0tNW3RJLD88rsmrsPQxuzUjL0pV/Axeolva/Ml9abhXjHoxfxKIO9Rkhyhg/bZfJhSEwbXe8pK7hiXMcNJ6WBkJd8FGRLjd3vD29g40xk0dlrs67uvJqHtFRYdD1uWG85Q+u8ajX+AFJdHPGOiV2W+0aoIjMkxnIPrZq/pDrTVwY6RCAPfoLwoQKqj3NbBnPFNGrYzzPPwMCW08ARi8K0Ujo4Y/70sch4171vqjtQIEbXxev3DfaCVIwcz+uTlK7jM4Jb43j9N+t8+LUJi/P/Kc2b9CNNJ3/JpZhXMaexQK87gNUTAFyhJPfe6vT3qZ57wGs3XULR+4RTJ//0fXz/sUtrvimDoANUnv9/uQvCLaGMT0alZBlLAtBSUTwFI8zxPUmAEyLUmyjJsJHJWGgGbQBo0jwhtwm+M1UoVd7LMLXcoJCdlqXwIpAymjssYDK6Njloqu67p2CQ1IEh4ACaEEck5YkkajMLCk5A7PbdtQ1gXr7YayrMjLopFZK5CT1CnSuj0f377j8e0v7B/f8fj4hv35gXVd0U6pFVWyNCSqhxS9+/j4EMjpOPD4eIC5oe4HnscuRfHOhtqsQZCTieyfr3j/Kdqo9MkuZcGybqBckGpFyQuAhNaA23bHfjx0LwoAxvP5UE219wZYckYmwu22oTHjUCx7XTcvi2yapJU5sAxRIgKaBDgw92xaIKGU7KURjuOQjNzG0vIQjG27i1P87Qve39+RU8LxkNLlJa+oJ6MkwnmM8Ne/v30D2PpAsPi7vN1jt9AIwP7x8EOYUtKOdzLvF4dmzqj1wNFO7NY/gkXR8DLt3NwiqWo15pRxtkMCJ8BAE4sKSFi2IlAt5KwwgFQWNN0DtwyrlB+3dWZm1HZiRQE36a+R8tiICcBgdcbzFGGiGRJi1VwN5gNYzyzALNV7DSayPJaSpbnUUrJo6blIpBdLMqvRq1ls7axS6ytaaWd1QjYhE1GDUSgx1m0JlrMx1AZoL3dT1MpS8Px4+FhjroA5cSVbmhQxqGjthNU+Atj7pBj6kSmFnvPC73LOyGR87LVqaqRRs8ZmRW/kd+TITCzF8lnU4Xz9tFDomFzHOIUJJ6QUTd0EkMXcduknpQM6fmshhORdjLu2LhYJDQIhmp/XPoTPnShRM4PWL/oMtxSGOWoe8R4GP3DsGawVF2UCTSwLM6nLim27A0QCZZQCytLjQTS7U0MFd+zHA899x3HsaPXsh4F4IGrzPRzPHbWe2J+79x0wJ+JZqzZ3D4XhHCztFwWxMIaCZsXSE6o3im9uQhNiREkvE+BQXlgDgwxZnYtSkK0zUIO+4kHvuCu5AmCXOTtNILRasWor05Qytrc77m9iJby9vSGnhOftiefHE7tCKUfdNRdB/GBEBE5aCsOT9cJ48kXms0EULIrEbAHYfjFrM/uzM1oTwvHgEwONptpDKqAi5G0KzkjD/azZ387zFGjMYuy5vtCzQaKR3q8sBhvnle9usDJa831j2FxGmM32t8/EtPrxrBptRYZocGwcsyQtwvutR7qL4zehntAdvSlZ8ctXR/9n/pB5PeK8rqwiv2fPxbRZ+3fkp+zj1RWfOwsEh4TDfbqFMFoUP3P9tFBojd1J5yaj19cJWIuWTHbHqC90A7fXkCwGI9kSKeFHeMgE0CwQesRR36zZhJ2vuEgzBBUXLY7N/m0NhV5DwrqmIT91fUBIqUMo5tiMmb6mkZzHiX2XSqrPxwPH/vS2pzE6ywhAIIAdu35uf0qIITNjPyTiqLaGau0gm4XeBsugy1z/d/RZpNRLeyMQenJhn8LB66GD11pad6obk49VPSOG3PfTEtfG7lnRNxIzasWyWaXE+5d33N9FINxuN0gf7IIEcfyex4m6n6iIDnvzAYjlKua/MOOkiZs2thgxJRZNeymEZ2a8MC3rRx2K1uGVZk0GXTE0CjBzZJQvgsh4/SS4bO3s/lcwUfw9vh/HaTlK49nuSqHTW+oKjH3Gzs/8vP7M/u9IPzaWaFHG+VMj1BBBNQuF+Pe4VnF94+/2vJR6ZrgLFL2n1PSKUNAF1BjuN6/V/Nz+b7L/D3vOrIqBKq0mDJs2ipIPdcsW9v1pT3/m+nmhUFkPSSdmZiCnogReQdx7rUZLwSUamsNKLllB4KQx45OfIC7WbB3MIW5XixwXw8wqO6hx86IAij9NizIYjELRuU7c9jIGrMxX+05Ykl9j9jIhlNRp7Vr/oVnMT3w8PvDUJkaMWLJXBOtZRYDsalHEkhgAcJy79lJgNLY68RZR23FGXx/TVjCVSUhp0I67QA7VMhFLEPTQws+iUKLAiMzQtecgAGxPTDMEXk1m3wtmJMpY1w3v7+9417pbVl6FKGvvARHCx37g1DWmRiAe6ccEomVYRwZjzx3q/RB9Uh3VxnnqAZbMc7EUxhafNEnpmYF1gc5g7gzmitHZmptQiGG5tqYzA7s6O1EbjgqZF25EPB+Tdd0EHWjun+t0MHwurtalddJ/tzG8CAWioYtgFApXGvuglE57ML9K4De2dhapxoDWchv9HzP/mvczjmUYH42MXDa8K59yWu2n9q9RwUBEvac4XdPDf8RSkFZ2UM1PkpIM/02c0NBQimlCY8XR1hoSjVEzAPxvlMbNiPhm9CPMh9TX75NFGBfiWhvxdz9ZNLEUtIKrC4X5U6/EnlSrKqWgBk1HiFjMyVoP7PtDspe/f+Dj+3fsWu/ItHdAMGeDSixc1eLQh8JtziyBUOtMsOP0OVGYUKAEUFLITiE54lC3KfdSEYzmRdaMgVoOhmmqMjbBwmftzT5jQsHWxrRRQEq1p5S8Aqq9Im5vtHG/3/Hlyxf88eefuL+9YVlXGKxYz4LlKDiDA9wEmY8pC/Rpgi+luTIv3JFrgsE0uIbXA29Jhez18OG+OAcQgqVkTviZubg1Tka/EwQ40L44pWXPu8/GhC8gkYRopgl3i/sqMioGDUTr3O4/QxgzhfW5dggoWtwRRotrYiJQlJrXEFj7XGtSZDPhVWOP6zPzhFmYxfUe9nEpKLm4UFiWxYM3rKrzGKJrY4j7E9AMorCHo3CPbubPBOY8/qvaVbNC/StWAvAr0UcAmEl6H7OUTGZItEkkjlrmRh8hvpleTcdO+NKrODL2WbuZcT27b0ya+Xzs3dEcx/circO49BcAIavUNl+FIxKkKRARxAOgAk+1jHVdsa4rztb7OLsZzVLn6K+vX/HPf/4TX79+lUQjK2VsXccgEUbiMASe+wf2Y8fzPETzbRUn14GorhcBro0MwpHSZWvPWg8wNzweH3g8H9j3LoiA0fnfYSdyLcoYuJT37m1IJXbcyiIXpFRBJJm/9/s73t7eXShYzZ7n88C+n5qNu+P5PNQCKigl4XZ7w/3+jvf3P3C/vWPbbqCUxLxWJ7RNWbQqlvDAQt1WymKvW5/vHIIZnI6PA8DDacKZHnVWHeGt8zzFup6YzQkR3Imbly1xmkQ49Nzc70YeUGGb+coAo9UaNX3Tbo3RE4DFKxV/7o8zgWtZ9PKMHlAQk9mMKUoUHrzHiuWz2Hcj80rhXMe1i5+P6+mWQRScSF614GpN+tpcw2U2llglwD6zLuugzBk9MrOUjTkOtHbiPPdPGa+cCerBpmQF7kwwmI9ywAhfBNmVc9nWYrby5bnXc/+76xcczSOjJuRQxdT6C7P3F3hxKHGHj+bNc6YSsLv4mh09PzKLrgjCP9c9PMPn56vfg10o+DPsoKWMhupagNwfchJ085MKhWVZwNpRLGv+Rm0H0Br2547v377hr3//G9++/aW1jlRjS91Z12vyM6q1LDzrcGAivgmKdVngfxsFNbuFYPWYejXNrsVKtdZDej9PDmHZY0JrvTKqQSEWGptSf250MkeLIKWE2+2GL1++4O3tTWsuCQ09n09nsOKUF6ht9TDdFe/v7158USLgGGcVaI2Z8Xw88Hw83BFvTmqzOqIFk7Tch43PtMS5hEf3LYjfwK7e20Be6SKP5gpO6Pkfva7QcR4+pqxrW4OF88IMWL104dzYZ43pFS1VU3LW0vWvmqgJk/gyoWAWR/TrXGmj4z3bQAND58GULn1FdsX3XiK7bB0nR/GVAIjjid+dUYioXccMfRMK3k6UX5n0fM18i/hVOPVAkCpQ5IVSffWcaBVcQ+pjzsbPXv8PhEJnMgJ5UddiCChFs0NJw+TiRilTHgaquQ4UCNs0JW5dKHyG+UUh8KP35434keT078inX/7u5pnLjDDHoJHlnLBAGG3TtchZci9aa+CQTPTt61d8//4Nx/7UA2R+JcsUFxgG3M1puM9hEmTof3PYwkZpWqtqcIBCCLEQXdDcLDrKsqJNEMV1vFrL1hoqoKGkY0VSYSrphVG9vb0F5/AIGZkg2PfdIRzLmH67v+HLly/48v5FamyljNoanvsTH48HWq0iEB5P7M8HPj6+S1XVoHnK+GQvSRONEomDOqfsNGkBFP1F0qrUkohYrUn1XzgdJ117T3IMDvuLA+sM8myouYFyyGZtcLhVnOi9pL2HcqplHKEE+xwhYSmLr33lETaKjPFKGZuZb1QCI8PqAQRKq6oxp0woS0YpvTz6LEhjRM0sFK4Uv6sxXf09WiJx7+P8I88oafShzE7nK7+FPe/lvvBD7Xs8fqmHj9r3YtXhXh1VXkZHQLdG3CohAgdf2a8Ihl8MSZ0YKkdjlkY/QhiID2b+vn7OXkaQDawNeQDizxn9ZwT7qdDAnD34Osf4XmexcbjBMd2gsdTwEMEeiEVaOFCgGREKcIYrZbJPHPuOhxbB+/j4wHkew/p4REe1ZjrBOtK46sTpBUIjpyXFihQ78/UgM2U1wiIkncVkJgn93N2ZfZwdPmK0l0NoY7MkQDlAXcM2Zp9ztxBSkjW63W6u+dvcAWDfdy3m9uHPNh/CH3/8gff3d7zd3nC/q4UB9jyOr9+/oR4nHh8S1VX3Jx6PJzj0+bU9FRjF6CXBEjBTymCuaETOjM3p3jiBWoj/1rUmiBLQjL5V8ZmdvMmYBcZbxL03ocJ2e2aQdh+TbnrFf2f0VFajZxOi0XKIYb7cOECCI14/Q7a2XuN4X4WDMXOho67kkOX1LNKfnVIPU6/aYGquvhod+5Gn/N047PtxPj1Cqg3fmy+7fy6v0Ued/7zymB8pSp+N1S9xTPk/DYXp8+TwcwxCEfh2FAqtjUL8f1woxInI7zI4ZnIiJuKOg4dF9wW7dJC9aig0TeAzgfCZKW7vz9I6ziP+/vlivQobwOqViGu5giXD283C7otISeLzt22TQoDBMYvWUM9dejJ//46Pb9+wPyUb2RKaXNA0BtKoKY2aimRFttaQcobHhSvDaeiOzcHSgZQjkabuq+PG5mBuTRLjns8HHqG/w77vcg+yg5acliX8VTRVS8xp7RygGLEexqJgFqW1aMa3hQADIhS+ffuGx+MBgLBtq0NNf/75J97f3rUEhJDzcR74/vjAX1+/4l///heOpwiVdp4glhIgRYW2HfhSClKJB7+H5JJKWNfszUrICalNEXBppCVi8dzHpjcvtK00U1tTDZ//lnbnc+ARMmm0xqMDOfq07PMmYK6shCuG96PzNzPj7rgexxvhI7AER/QKvyYUOq+JsFKc+yAYCMMYriAtC+ee19Hei+d7nmfkJ31fRujuylqyf8t3MeyNvRySTdd86ErozHxphhFtD+ex/Mz18z2a04LoUDQGaNivFTSzBA2eJLI5hCM++5lGb9VUjSHOzH422+YFs9/nhTUQxbSn+Dmijnf7og+SOHeGkTOeGgKacwYsNExr3DBlSKkEYUDbtvrzSxFNjogcH7dy2af6HdrZ14Zr0+b1ZYAuIv5MaOBScBwH7m93KaR3nGhVIjMyJU3wiVruovvQkHPBtt2xLAve39+xlCIu89rw7es37M8nvn396n14LZsY1LDv1jikZ6kex6mOzNExGX0DDR0+KTmjrBvKuiGVBbnI2M7G+PbPf2E/Kx77gechz91SxtuXP7Szn1gI67KAAfcXfHx84NvXr/jXv/6F71+/iSBiRtE9Xdbef9posmvRixf/6wqN0UhGWxahHxohhPM8sRZ579gPhVYZyAnrbRtKnjdNZAPQe36fveFNKhlohFzHAo+UEgp1h7FBflYmIlbRZRXKRtMppcEKk4CIfkbsXNuZtXWBrqv5VIy5mjC3v0VGJxDQCSL2Gli324b39zcX/jaO4xDr+PH4CNnY8DkMkV4YhYL/O3eLIkbjXdVRumKW8XNmIckYR83d1iAGXFjeTc/KF14XBRAzSzDKFBFmwug4DrHQg6CNvq4oPK7g9OifsXW1KyrJP3P9UkE8WZg56csIUF45FTBXN4N+xnSZTcHgFx3uM2szVxJxvqd9ThbpFRCatTaZox4sRoebEvV4dsjfG8HLfFvmHU0auWUH56y5DuHAilZ0uNn8fD6w7wcS9/BOI6CIO5vwsOcIgVk/iteCZX08HQ7pOKmUuDYH7+12k9pMkIPyfD69hPd5njiHekrWF/mEJeSVkrVEgzB7YNTQDIYqe/XQUFvvXrakOzGNuM0KsLEabHR/e8OybdLPulZ8PB/4+u0bvn77im/fv+OhzuXWGnJK0iMiZdze3lCUSS7rCgaw3RZNSJc1EuZl4bfShL3W6pmzx9k1dAtVXLIyiJRRqyS1paXgdr9hu918vocmHNocjcka/dmatJAXQCRlMSh353HUdO3UREZyZQnP582uyDhmKMaYVLRS4xgkoKALh0j/5qReltUDLywrOYbPXp3jubpvPPPxzM7w0NVlY5oFRbQSjBGbQOXWBALUuQ4+iTDXGFVoQiGOw5W8ab0j3CbgC7/woWjZx8/Plldcm9l3Etfq766f77zmGzEyPRmwmEZmRTRdSDe3GF7XJS6SQx82YQvqtIkow50thfhs24jPcMG4oGKYXztdZjMMGK2NRFri1j6v9+l/iDi9YM8RR5Yxdsd71GpOFQytWu0lgWBaY3Aywu3Wjo+RyRk4pQpKCWc9VQixhMuyAF3LUkCKP8sB3URrTQW37Yb72zvub+9Y11vXZptlT/donUMdgSKApHNXaxLTL+NbBuswRqfYz+M4kCtcu41MJB5OczqaduaOZRVe6yrhgqRFp856Osz1eDzw3IXpQnMupBvZilWF0bIsWPUnA8i5QCqkExJNYc6M4XDJoS9BCxOFKGszIVBCUdot24q7jnlZFqSc8SzfAcCjoezeRnuupTdgWSTfwkKAzRq/0iKtjtisaV4pU1dnxfZiZioROpkZU2TW8byZoF+WgnUtWLfeJMrOhAyjTSU4+lpfRR3F5/r2tGtL4Ariml9Ru46MutaKmurw3StrJNJE9D3MqEWiBKZXpm7PVq8LYMEOqRcV7XOxABNDDCRnTF7R9/DawvR/3FJIZDVeXrFFXRZPZGNKsJ66gNCwOdRepOCLlRAcMOpZm02lSNizKXk1eduwKoHT/rf5s/Feoh1eRChgtDVerZrgyFXhEIWCjbI1aTZvxfCss5iNybSXWoU4szaeICLtN5DATXBxi5HPEFw6pQSWetUuFHLOGmapQmFdsSwrci643e64399wu92x6IG1fRa4pw4M2pk+G8wlKyCHRSqoWkFA+c6BWvu6HseJwrJ/FsIcrxkyMOYyRyiZdtSawlN7h+LMQmCWWksJhHVZcNtu2JYFt9vmGqsxYNLCcoQUSriMdAl0zbC2KiXgSfMHuNdsEoEgTYtub3e8vb+7UCCSjIO5XEZUdJzOkYcKoil1xmLX4DxNeWBKUQuef0YCns/RzETjs+J5ib9HRmhKojdnWhes69Ir56L74GRtX8M7jf6i0jcLAx/XdI6v5gR8DifN954jnuL3PUdjGlfU1G0trqyfOM5xX0UYyL+twvRYGcKuK1qJ/MPmcCUo/+76ZUdz/GlebpFQKUhJCYdyAXDBxM0888mlVyYd2e9ngiG+N49xZujcoE7XV4K+Mq2GhSS4Q5DM0jBLxkLNKAiE4JgshQA0iQbgJj4IY3q1otVAeOpXlv9INcXWmreXJALMAVqHdnvtdW0moWAlsaWtp8T4lyLa9/1+79p36hVLLSzSchTiIekCPK5VX3/Di2s9wpqKHwPpVIHwugdRSzVo5u3tDeu64s8//8SXL19cKDCzVIl9CGz0119/4es3SQIUmI2wLCtKLrhvG97ub1hLwW1dNGonKgEyJwtHFasuhkc3cIg0ojhu6qXbc5YAjJwzltuGf/zjv/D2/jaMGWgeyWVwA2rX7D1+PwPrssAbVhHhqHtYzx45RCQlY3KaBBqPUTgDfeOVaUT4YbbCrwREhIxikum6Fk98s6iy6OC2Ui5XVkl0LsezHAWd85KJT0SLJ1pFs+Y8XzPTlHM3roEJBIG1Khpa0Np7z/WcR6Egz+4qpLGbkYelITQ/8ky7roVBt3LiXl69fub6BZ9ChiVDJAZyiJ2VDXj9Ttd2zME5Sj7RetWRFpNP7LuqWUfnasQp43NmyTxbALKgBPDnUUl2GfFYRdScc2f8cW62oTBmbeG48M/2ELEF7dTCaK2htkMTwlT7rpK3wHYIUrA6hpBFmUNOC9IiTjxKCaQ4v5marTGSNZBBQlkW7eUg2tq6mRDY8Pb2phi9xPkTA60dytRPzw2wNbE16odRNb5weGUMZmr3ng7yk9BAknVMCTkvyHkBeflgYaqtScbytt1deP35558+bsOH9+cD379/x9dv/8bXb/+W0F5NmlvXG+73d4HItg237aYlvUf8tYOLKuRNEKCp70ccp60JQ2BI7kjcbyoZRFkyxDPUuXrDH3/+A29vb9i2FUlr5ezHA8u6ID97BFQrkkyWSKLWSlnALP488lBTBh99LQ1ms8CNnLILBXN2ej6CfiYmBgKiKEUm7LCmwoSRwc5Klz3fBI/QupyF+13K7d9uEi12u918rq5g1JgQ2elJsoRPpavX8xl/J618TFHA84j1Gz3aFUulXKEGvabX2AdjsJhVkZDCjVlfNv8MRwBdkdIq0k40Y46MOZrNTzAru52PXVdsnffl6ufPXD8tFK40a2PW3XJIWhph0vBBrkXN36ULieifIfLDOwuGWYLOGoT9LV4pJde8h8JWzC/3uhIuzMGnQD29npi9zHTMIvTPmbCwPIPacO4H9kOa6FStaWRavdcRyoZRJ/dhREdWKQVfvnxBSglPj+B4CNzQgOTgszqiilkJC5b1pvjuhvv9jneFN7Ztc8slHrBmQiGsZ1+j0UK72ptYFqE1gCn5+i/Lgm3bhjIYcQ0Ncrh5gTtyJvd8PvB4fPdm9MdxaI5Lwlpyn9t2w1oWLKWgpOTVRKOWerYqvrMGdyLWduA89xAueaK2qc9ySshFyh8sRXpmCFN8HzKtxVmujPesw5oYU7XkwUziQ2lNgzyYdEwNdGYA3U8Te1icOB2SjdVlbbytNbFWItZM0aqrA0wYBYLR85Vm3/epOIz89vYmFsO2eASSWX+xf7g974r5Wx/z+YwOqAEApC4AjG5NKET+YDQ3owyf8beojn3mDJ+vq89cKZ8z4lGW4lUdZof6bMnZ9698OT/L/D+7fj4kNUhcG4Rp7FaWIaWEs/YB24YlemXiV/+2e7gJFYTCIEim78Z7XJnJ/r5hxoFo7LPX93wlGH2Qa/BEvQyyWTcmHOa52n0kIezAeR7+8wwhd+ZQzDmrc7R4Wz8jdHGUrrjd7jIvO6yVkdMigsoiUZKm8JtQKCvKumko44Z1vWFdNvl7XtFw4kw1WB2vWobsrRGkvZKPL+uBMmY3m8Ayh/UFWrDDa8wy0pmFdEYN9fl84vu37/j4Lhnhj8fD/Sq2Ttsmr7UsKHnBkjO4jjgxs/S1trBBrk39IgeOU5L2REvcXSh0mstYNhHU69L9H7fbzWE5EXjklpfUktpD+RIMNG45FKZ1c4MHbwhzG4WKQ0ggL85njCQqPkTUo9fU2rNKn3PRwXlccX9ma7vDRD2azITAXM7CaErGPfqp4hpEpXNWGONLnO8jdDULsziX+L3IWOfz+iNeE9fP5nVlRc0KapyHXV5JwNepl9dvbrGyoxXV6mnFhsYsu8+NvejiFVryM9cvCYWoXQvhigZroM/lYy8kcRzkCIzoZkWiMNPwk026YlZXnn8RBmnQOqJWEccUBjT+XX3fUiKi44Lxc4T4RyOABArFAAWnr6haNsKczVHz9u8lFQy5ALo267ridn/DushPANI7oTHAGgrHUuo8pwxK1oCmIKs/oag2uy6rljyQlziZ7RCGaqCWRYlwaKgLryjIolAQxm6ELhEWKWUXBmadxIinGHnUYYl+2CX5jbFrC9Jv37/h+fGBx+ND3iOJylrVurjdbrjf7iha5r3kjIoq8zmli1atDft+iCBrCuW1KgJbhYIIhgNnHaOFcikAJWDtzMaibNZV/BnGOM7jkOz17x94fHxgf+7DPBHWV2hZtXNrWMPmfK2DQLhiQEZrlpsQLSyhM2XETH6fOaBgthJmZmfKQCkZy1I0eEE+v2g+Rzyz0UpvTaoOR/joSgGcz/eonHY/3vwdg54Z0Kzw11LoV0JheM4EGcefUsqHX+YXBXHcj/mKwomZhU6mBEdqDUwThBc6wFlAiCQv82TNCEQVx/wz1y/lKZhUFy0moaSEZMgy8+CE84n7f0kZsvx9OAT+6ps2wEQM3/jhUuYnr3HTZnOLxSMs76Hj/zPk1AlKGTxRmENwOpOMNy462UfcijCTLkmOA4f4e4UQWu2RDFJiusJxR4KWNpbWmCkllEXKO7y9/4FtXfH29sUFiWQQnzpWcWhLB7UCVo225AVlFQEAiMlaShnS+auuWdXGMOZU04n6YWRzYOeCnC3PIBQWCytUSkxiXAbndodWrLJqL1ZnQoh1fax/hGSDH/j27Ru+ffuG4/nhvo9SpBf4tt3wdn/D+9u7WFQg1ONEyll2rfYxmdUBhcq4nUBTZ/DZrQWBWHqp75QTSmsoKnC7UBgzxLlZ29QP/PXXX/jr3//Gx7fvHo7aWAU4jf61yJWs5pWEMHcGPmjuRuvMqFUYvwkdYypnPZGahliThIub9WGvGPk1w6FsdOUMlrAsGWXJWBZzJFscfnWLMVqBsyO7n0PxKXXGfaFM0qvghI4jK9IA1kztJGtvwKfd1yzOWTmMwt4UIzv6PIyBnCNYAyn7IHOHJaOvM87B5tp7NmMoYx4tJBOYAHk0Y1cgmws9g5i7ZTXy3Z8VDL8QkgrcbyukjEHCthZs26rhkoTagP2xg3JyomZl1gw4kfRYWl0gNLUMhOhLElZSEkkZgVxc6ADoNxMuqBpxFz5MXQg0dR6aS9RCauPGuKYBgFkYynkcAEMLFictAwB1iotSWNupPRYqsmL2RMDRgLVIVAtbbkETrb/VhnM/pQZPFUtht8xIlgbrBNaeBEIg27aBlhXr2xfH3u/3d5RS8F//9d/iA2gVKa9IKeH7t2+unRnMWKsVKRRHZikFxfDmlFDBOFsDlSy9hlvDfhx4PJ44TunfUFUwEBgaho9EeSirvK5y0AwfXtcFRavfgsS5zLUilYy3tzf8+ecfQyTRcTzx8fENHx8fElL6/NC+vBlp21BJNada8W0X2Ojb9294fP+O78/vOA6N5DHo5vaGbb1hW29Y1Glr4r6kjJMPMCTU+jhPfHz/roxXhHNCj+ypirk/Hg/AOtqlhpST9HzOFctSkUDYlhVvtzev9gowjmPHx/dv+Ovff+Gf/+f/4J//+/8IAw/afCYCqmSec0qwPsBNfQmsJTr2UwRjO88eudYYnBJSpoEhEREezw+hh5xRlgL+LtWMkxbjSwkuFNx6CFaB0FCE88gd/QCDEmsOQvZ+HDklnHVXZSwN95CM7x31OB3GY2Ysa+nM0GiXu8/KFS8wQDyUP1/UynVFEuLzO0O/g3b2DOQr3P/qb40boJUKGjfkpQABqgMMLrUQclEoWhUYZw5btZ7OI0SlVaaVt0jIeedqcWzMjFzS4Jey0jFeywo9I721Tj8/e/28UEgAIOUbDEN0k741iVjJzTF7TD/jhtkV37ffs5mB0WyVD8H/YYWjuBOUWxIUzCozpfQztao2oksn1Tvlpp0YpBlQI3bIaR4rDEohYZKgBvNcRoeW1QESGOXEeZziYN4P1F36A5xHlb9rT2YbfyoZeV2x3d9xv7/jjz//gW0TR+vtdkcpBe9//CnOyFpRisW/W1c0IQRx/Ks2GemMejZkTLqxJDUrQvft2zc89qfg7VzBJPOKDq5u2RX0aLQYNUKeyUokWPP/9X/9v/Bf//XfLhSIBOu2PAPLNch66PZ9d4z9rKLVf3z/kE51+xOVu2a7FE3IU0vE1ivuz7kfOJtmQH/9im/fvuGf//ynM52kh5MCY5ZzkFxjd3glw9ey5z4kZeJPtPPE4/GBb9++4l///Ce+//UVz8djOBO2hpHWmHtjefNDDaVCzqoVWXtJekvOjOM1JaGpsmQM3/12Sco2mzEoDGl00HZhzyDSmkmmSOuZkOisfsbt2Sklt1Ysc/s8Tr9fz3juJTOkhHzD+Rz7Sg/wUu4tW2s7QImRsaBY0hcSUmvYa/MzfuW4tX/Hy54VsXkPHQ5XhOxsjdzpr3ONL/tO/Hd/6LVgmq8oIOIVBbhZv9Ea+x+3FKIX3wjYawWB0DIjtaRxu+N3BW82rVy0C+sbrNMBzGlLIoCkUQfP1qNHGpg55Ri8MdRE9qtaHyxtx9QCk6qmHSs0ghaYov8tJXgl244/wn+SMW9Ofg9AZAOpBdPHNmYGHzEUtTWAklobK1ICtu2G7XbH7U2jV96/4I8//vTom22T0L7tLg7MVmOaPovGpzDAeSbUJipIL363Yb3dkVIv0RBr4pz1wH5IN7hv379KLaXzlH2ikeF0WpCsadM2R0igx91bAtqXL19wv989mujUJkIGB318iH/gbbv5YTMC349nz1p+PgXi4Z71bAxGBGjPfLb5WZmOyGi/ffuG79+/6XzktaAoPYrWWVgFS22eGGcwgGt9WctQEDTpb8fz8cD3b1/x9etfUotJ61zN+HlkPn0/heZmJ/AQIdSaRJvlhIzkzMUy2h0aaRU4gZO6D4MI6iOLik8PGHip38Ps50p+N62WB0EZmaR934SZCQn7rDnmrcueCTGBWU/UVj1j2d2reuajg5rI+pz089kYgh7o2Z2FQhR6M7OO87F/R1+EH3hoPw0WBOGsBwBC46o+0aQD6tZO533yfVM0qI1CZBZc85ivhNuVQPiV6xcshTFbb3D6JvTJYGSu8t3Rm2/q/ig8ePgZDYNLwQDSDTG9PwgZ4/ncsX7Twu17L0KTSMNKSbF/vTX18ZhZZkPNalF4qK0Ksm4uajtBc5wep2LUJw61DAwjXNYVzCdyTthub7hpOQdpQP+uce6bOi83F8pZ49pZOzmVswuEekp3slJYcwG6g3fZ7j3CKdROEQJXqER7D5hWR9RU6I74aBcMGec5RmNExjcy6sU1Q7NQopXguRFLL4lgmqZlLntLUk0iGqyW3KOWYqGw+WCZYDBfhcTwE5j1e64YduaPMCebtz/DHH/ccBw7ns8Hvn/9C1+/ilD49u2bC5T5in/rh15oyLvYnccQxillURqirmO+nBfmotZzq7WfCQBmInQB1S1kG1fczw5JhOgXdAhqZqx2pSSF5LL6dOL4oqVg9LMsC84DoEpoFBm0MvbG7iuwOQoaIPNppOsYaHVe7zi3uAb9fnXwP0Ym7BAbRt9IFCREgRkhBKeg8zgfB49CYaaLvxMI87z6c0bk5u+uX8pTiIIgbl6Hb+D+hDiAFyGCThDzpPr3TMj0FClD8dzDo+s9SMp4L7+nbYCNbfykwU0+PlYrBObKUFwzOJaZ2Tth2bgscSe4pGBx6XMNoarEKs5j0d4Z4tO43d9wf3vD/e0db29f8Pb2jtv9jm3dUJbFG6Qkra1EBAg60lCWFWjV4ajMhGUBKOD/223DqkLBGJtBM1W/JzkAT4UrTKtj0LBuPTkv7vHsXLNniE/khm27YVkKylJAiVx7fzyfoa/E6dqiCD5SBr5j12Jyz8dDQnnFARS09jSEQUdamwWCZWrHBDBWH1JrUoo8UhMp8EskEU6LMjOH4FTrq7VKCe/v3/H161/4+u0bvn3/jg+tNMt2SxIKbwrHiO7C6o8Sfm3j248DuzY8Oo5TS20LvSUGiJr4wQzWMYd1OBQOLTXS3ts85Cx0J3H//CtTsn1JgpwShTVtAEZGapeteZ96zyOIMKZZjiJwIxb+CvFY8IbxIokqs7pPqsVP1oR/F6+1lYx250CU+MzB+tL7uO9JrbfZooi0N4/B39MIqdnamvdutgB+xOzje/8R+ChinjFRxBk9MPSijdjiFa722SQGxp1UELCG0NmCIjIofv2LdXtCC87kHO4ttYjkQMj3ZZxS04aoiaZBfkP5LKlZ3k5QWbt1AUKGMcTm4zLt9jhO7MrQdhUMjVlbdi7Y7jcwicPx9ibVP9/fv+D97Qtu72+4vb1puYbFBQkzI2UJs0wkfoSlJYEJjh1gtWJSQqKCsi5Y1hWrhoJGLVoiKNo05h3nvqNZXD7xdC7Nt9L3LSoLRtzS6lNgL4s6WrZVHYuEo504qsTuf3984OPxALeGVVsfliLBBuKXObA/n9gfTzwfT3EEJkJetPw1ZS1m91reIDICg40OLUg3JswFSyAJhARqsBBhSkBqDcuqhfXWzQvsEUlNqOMUgfr121f86+tf3U/yfOhasfb2lgCIs1XVoHWN1Udynt2asS59x3niONVKgIVGAtTgfiMyqcOiQZEpNaTWxzkyO2OKwtDkNQtSVsHlbUYTALJsaS3gyB2aGqNkOgOMPMF+761ge5im8Jhz5AcX1wBTJbGshK5tDp23zN+z70ZlYY78iUz66rsA3GcyC4U458+0+/hsVLx8NtLtfC+7Im+NZ/BnBUG8fkkomLNudor5gNS0mzW0q5jj+fcXx6UyMxANxa58IdS0/rspdyH0ShREALuVkDrxZdU4YWG2PVxPGgmNVhCzangXGoWVeTiOHc9dXsd+6gFKWMqG2+0dX96fKLlg3Qr++PKnQEbv77h/eRcfwLJ5HoFp/OfZelOcrKF+C1CrFkNjBvgEUZaQvSlbMvaltfpVllB0HLuXoxbCb2anjfswXTG5LMao2/NiohqAnoCmjmUp071760hf49YtLru3358B1sgS6xpn4XmGr0YtS+okiXP5+8d37VdBrvFbzL0pPktZnBbsoK2rlKxYlqLZujd1mMMd9d+0FtO//vUv93+YBmwRP9GqshLfRrdXQuG572gNOKq0/ExEGvEn/CTraziDKiWYeSimd8WsulAY6yXNnz2OA1bqwyAWc8SaUIiMMfKCnDV8DZ2vmFA1hcRo1HIeTCiMEA57zL7PIQGTLxjMUm8rMv/oo5rnF5lpzDaPaxThJaNjYLSM5rWd7/8CEfFo1Xw2viuUZX5OtMJmy+Tvrp/3KZSMVLJjlvNgAIPsR//BlVCYzaj4GWNUUtZZu4Y1q4KoVU4nc1gfi6gRkWpFPi4HotTRozPh/oGeH5gziBrAFUmtb9d8E7RYHRu25ALKxmNYb63SctM0PCvn/Dx2HLUCCcjLiu12x/39C/IiZQLu719wexPrYNtuUjpBy1SkLOGk63YD8655AVpgDAcanZBoI9XcDE5xq0BbNiKJe121VSaS8g/Us1trq6D0SpA/uoikGFhr8iolexKXd1ZTxnEoHGLOZfMj2HMklJVh9YeMMZ77jrofIgiSaO8+P2OmtWLfDzyfOwxOMAHxeDzw+Hh4hEsuCW9v95Bn08s+GOPOOYNyQUpAKYTMWqyvFKlhtGSkklDbieMhSsC///1vfPv2DV+/fh1q7RjNx/MwV6C1985zrNbJbLTYyS/rkSBmha8kwz3uyaA+KS7ajJEgfjaBmV7GIRZkdxoLE1TIoxFyFoFmSoH97JFpXUhI2Q548mP0J5igt2eXnCV4gxmUMyogkKHCrwLByiHlRmjEQKtoYFRuAuA2duF1niP2/5m2HQVAZLgxqU/+ZlF+p8PHcgYsq9o+oz4dzUMy2FmeZXWR4t9ex2hjiMLW/h5pJwqOK8js765f8imI1oFLK44vNPcoFK4GN5s7Ed82jBvMYOp4awD6w3OmsQ7Id4eYJF1cFl7wxnhQuvM5VnkVTLbqfQzDDVKa1dMwaQKtWSRPb1TzfD7wfO6CB59VnpGyFqlbwWDF2lcpOVHkZ86SGGVlr7O+UrJs4TF7srJ0LTtPgYPEYSqls0kTpExcMpNHciR7zw/Dtcn9oyv6mLofYXPBIE1tNPRQBcPz+cQzCAS7Yg9cVlir1amqLElM/OIlsHsfCKuHZOOyv0e4iFK3mI5jl8KEbK+uCXaaJJSlWzDG1MTH3EN6o/VjFoCdBft8VJTmek9xPWeNsUEgEWYR5pq2pAJD4/dZlAIZl1jwdkalf0H/N0/M42q/Hd4Iv9dq0Ayh1hzyY8bmMVHp87Wk1/M+P5PCoTdLn0gCQkzoxecZVFRbA/EY+dR9SK8luu0e/kyMQiH6TmcmbesKVzg7/GX3ZlVoOfKiAdKyf7yu+WwlxDWa4dHP+OvPKHPx+qXS2X2TdAL8in1Z9rEzekqKeXvus8AdCsM4Qepn5KcJEkhSDrESPklI6U8IvKD7qDbUrYa4Pr4nQSOyMbS4qMHJLG0Wof/u97VwTALATWAYbs0dts/n3uvdWM6EhYouCxiMskjWcdY6PSmJZeACIfesYbGmNNyNhSgZYlWJdsRIZH4eifMl1axB0YVPPv/ZbJ3N4Xjxxf7Ph8yYpgmGsvTEuRqc78bA4/eJOkxpDsWZQSYyxryg5OLRUcb8Da6JiVMxHDKnDHjJjwU1WTavHuZAy7lIyZFcVChkKfUiDEByCo7zxL73kFnbb1sLr3GTXuFGoJdlsAUembK9RgbRa2+q9cvqpzgrSknKQPVeLJYXAFWS+jnBBP3Oz45jNYFp+3XsUh69pjpg2tFPYMxSfDU9yMGE4xzBM9OVj1T3ROTRVAwOnUkOipLH7n9uHVxZCvOzR4bdxzgLv6ioRcW4DYLi+orP/ez8Rdq5ikaKz/i7583XL4WkAq4ou9UwS6uUEhIkY9TLJlRpz+gYcLJonY7/glWfaQ2EEiKHtChe0uxGJHB6lZx2+cJwz3RmAJXFgiDHz9kZeF/fHrpngsHLhQeNjJihUKdumpiN57EDrSEnwvM8cGjooWnD1mXrPE9pzpIlASdphjFDsoDzsqIsUm0TKaEsq4eNipaZUSujrAss4qNVSxxMI6GmhJQWNN0vJnkeU0Jl69FgTGBkvE0FmigDJgTENK61Ylmy490Sjvqapm/jMCshFkZ7PEO+weOBf/3rX8JILMwz9TLPzTX3DuvYvliPiJwXLxxoVoEdqhhhNAiFnEGQ+yxL0Xn0ukuUE1LJ6sAllHXxQ2ZJasLQCFWFwnPf8fF8uDLAtsapw3hlSQLbQZ5hAsD8ds4YgeBba0pPp7B12TBhOqWXyLBzICU0dC+U3hH2G7qvFsQftU1j0oAlYWFgdPZ5gzMej10TKdkFw1z3KPIRe0b8GS25aM3FKz6zK0CvWnKMKOpWwolar6GVvxMILoiYPX9DSr/I+7Zv0fIxYRSF3nz/iP1LjEEXBjOzt/HFRMwoOAbodUIP4jr/3fXTQsG0nSgJXXEOA5+hIFuMeQNsIaKDedggM3n1+TNxjaZZvz6TilbEDtMCG04qv6spr8kynhzEDIkGeW3Qo9980ZprrY6RuwN1350xUSJwI9eGc17ArPWJQvKVadg97LEnETpBTPNlEJgSkBJYK6gSk4co9vEbrKcJNvM13JcGAWpztLhzY47zK+ZTCAMmcBUm/3w8QlTO0w+cC78cWmLq+lrTE6OdiElHgRTHMNAsrjNNk0JdUeuTh5DXZrJ2oHbJnGPFz+pC3xq0S6vPNOypWEyvxR3NUWvM0cbZ/139HA60HZmZ7pXBrFb/yB9DEwyh1odEPkmcvI1lvPcrc7mCWgQ2fdX641irQoBZGaYxObMWo5WF+mohdoq8ZnQvcNsFg41wVaQTXxdmH1uknavnGc8ZoW8arJ94XVkfZnmAf5x5bX+b34vWXZzzldD7u+unhYIVGosLyK25tsOiXutCJuQidViIILHMKWg16tEdwtIIXlMHZE6X6HoRx9QQtfwDU+x6+gpvKfzTzWk4EtRa8+zJpg4tXDl8oLHhgHNKBnCSVZyUCJ4eUXNgP08cFs0AjfHnJCGbqziTpZ/tDet6w7bdcbu94X6/YdFQVKAn5DQtk2vTTymBjDHmhMbaGlMXkYkEQgpdvOBEY2t6TYguoBkaQx8Lm9VLQn1l2uYUl8/t+47v377h619/aZbvoZnVff2rajyDgM5wIZcXq9C5OLxmfpZ4COIhtXyH45BGRxwOj8A7GSt6ZdH7fXNrpJQCaaDXJHpQoUc7ExEiKusCnITCXTiaoM/lVUuN+HV8r6+p0bv5tuBMnhW2bSyWrCyyaabw/ZZXt/gbuoUgz5B7W/5IKRlEpvTEe/RQT/vZWkNtAIXSFhE6M0aV1XncgkAweuhQq1jWff6arc+xUq/A0wPtNYFmuQYIlGuvaoBRqPUop66AmECINGzjiAKOdRHFihKFrcO8lnBJAKzdri66f9fmJfXJ0NrAuGZBaOtuvpJ4RaYfBeA815+5fgk+ml+nPVznatm5KfdSATKgcSOsQ9IwSF8MdqZr2iEQtBSE8/CJQLD3hn/DlSeJUAox+fpY1ZqanSWtZT6HhcURhKE7Y+gOrtYqdi1+Fx2w8jklSO5hnCAJwYtOWctgLmnsICX3e2UeJBW10DNSXxkjlDHIu6SftXl1MSx0G1TMKBgmK+KzsOMxF8KKf7E7gh+PhxfAs5yEplbaWauPvummyFr13gvLskgSXHjGbBnMTmbTRo9DsssRlAvzHaTcaXTbNp9jQ9TI5UqUQLqHS1n9eRK2mpBSQ8mj9ReFgl1GH2MiHU+HHC+XOFVV4SIIxElB8fFV1LOkjGxwk3GHYRqC0AlnhHm07CWsukOW9gir5x/DhiOs0VqTnuMYeyZflfCIlkogrBfN1xSH+OoMXBVWAhC0+DiX+RoU1gD/RAgoDOjFaR5Rkri2HNbbBL1BW0iv84rzi0y+L8XoJJ95xMwffub65Yzm2TkUB9O1kZ9rkGF/mycff4LZNfcoGICZNY9jjXclhjYo8VvC7Bvjcq5c6UaxSpC4if5UnjbNz518t7VQp0choxZLCTizLNBUVNHekwiFZe0+hEUzmLOvN6M1bWeoY2x4XTev9WLDI4L7grpEUBNhEnQ+VQ6Hsa/6qHXG6DIrpiYLMn8mHq5dM5Kfzyf25xPncbhlZmtXa5VmQUZHiZBLBmhBbiIU1k2imeYDac54OwyeFbzvLozOUzreJbI+yFqHZxFnckrkyYVVI9ccoJnnlAjcqlgItaAtK87TysyL/2gp1hK1OHwEiNUhpbN1noaFs8Bl0r61ik9hcg2DTYnSom/oZ4qi07pvqWj+mgcqnxelwBkeuiUZNdXXM4/wu9BRtDRtDyMfMGvI6ofMFtycP+DPkw8rA4z4gVyjQLDMat0r9WFSBghjs7D4M16z0PiZz84vUzIcPvc9ePUF1FoBfo3Umq/ZWrmyLOfPfSZoPrt+WihEwjDBEJNWTBCMwuF18a8Ew9WzmNlDJdH6Bv9I2rl29PJ3XbzaOlzkWi87Px+EDrNrPXFcvrVSo9s1fKiTunHFWQ9YTXpJWNpRq8R129oZ3AEAKRfkcvj6WTz/UhZvIWnVIM2MBhT31T7MbNBXiIgwwUDJrLMp7M5iqjS6K2KuzOM62rxJEKiBDlxJ0MqiLexXPFhJnfznyXh8SK7Arr6WagW8akOjimrf8QFYmeSElFffj23bsG6b957O2QSphaj2AxKtE6s2Cm4oWaLhSpZy8NIWkZBL36v9kJ4XRAxAoriGJLwjobXTBVJpjHVp4MJIrYdqUk6AChuHRgC085TmP7VqhrOEMx+14qgnztZQWWr9+LHhTrccrTw7XynBAiWMYQOsfoPIcCnQj0KjyZh1T7KzMxvP4Kyp2npHoTB/RoTCeErnAIcZMpF52rO7sI/PsbIlXaB04eVjx2uV0yh85udeaeIz/5rnNvu0/LM0n7HufxQFSGDfl7lj5HvxdxMINoaoHEahYHz6Z65fFgpEHR8Fxky+3odlrPw4L86PnDbDZAAJSTVNXihjZFaBSGcLwe5h30joER/dEklgjIs1Cx7BBaVY3NXnTDCc56khib19o2Wx2sHy2P2Q1i9EvUKKBBK2dfF4/o6VdwKp2vLUTWxE87lnbsb1Hpy9kRlAc/F0rQS37ck2L2vE4rROKQXH6RLKPBij65pe1J5kvqcWs9t9bWwtjXnbfhZXOrqQiXPYtg3b7YZcVl1PGVf2An+9LIOVA7f8AWapX1W0eJ50tNuwrL3pkMfQ047jlBaljNGJbtYf84JTu7fZvsoAjmB8vVYTtX00J/VQATbmVJDFv8tZI4I/y7X2SVttDbDS6fG8MclnCUDySqwNySoLF0tkfM3A7ZDWaCXIeW+IjM5rHU2KIUrvHx3HNfMIpxsQOECZrXVYLUYXmU8QQRhYfS7ZuzzQ29V5vlJYP1NkrzT0iGrMAuDqurpnnP/fwUAv/s6L55kv52euX05emyVh/B3Txl9ZCFee/LgZdpl2Y1q8Oc8YmC3Hfr84Vmf6nbeZGcmI+KCGwkaYKGpg4T6hKKt/1sbsGs5ZJdO2dZzaGIfH7K8r1pDZ687a2ss/b9o32Zh5Cc81C/p05x2DtVYO1ybPDjinabSW+EY5eZ6Ez5P6nJhZW3vGVWX/L7Nm8y5RIIztNAnR+dohR6CHztleGbFehTDa/lq7T6AXT4uWAqWe2S1rWsFnf0asHWQQEhEBIcnItPx13bCshj2LQK0NoKQlnacicDY3gQsKpF5P9JeJVRnpPcIq9jIHqwkuG7NdJqDa+YCm+ohQMHjkQosVhtltYw5DIi2TYX2v5Cvj9wdLMMzZzmdEOWQemhiHHuU15yoQvfZej1q3+dhqlYZM5osiaPkW8Y6DTwbXEU7xNdF5pWS9WQhIGY1ffRkz/4n/vmLmPg85ZY4ocANaZamcDJbfG2vDHf0Z4FgL+EgKMVIefXC2f/GMzEIhQq2Rtgbo7eJM/ej6+dpHRZx5oJ4gJXBJlK49ocRfYSFnB+AsXeO//XfFPdF5td3w1SrQv7XWfJwRdpIELhoxIflmvLP0hFB4SL3SPhbTsTmY3zaWuFkpj5qmVfs07XqZIhpqTeAsNZ/MOjDmR0RuJXVGW5BrQ1PBkGA5Fj35DtRLh8wOX+vq1def4IUDbMEH/LoLh76XnbAbN6B2c9hCZ2X8nQGYhjdDBDa2WD451tqSWkRp+AwzS5HAdYXxhe7kl0J5dqg8VJTZmy+Jgnt14OHrEmGwYmvPPQTRGFo1R/a+e2STMatzP6QsMkmCZq0VXDOcGzNrxVP1fWhU1HEc0khHyTMR9dBicyY7nKdM1Y+ejH3WHI3yhVlW/YJUD7D1Tbm3iTSGHi8TaMbYHFZVaFPCvMlrGNnzzKIiEGpuSAoXcqrg9JrsZda1jNWEUoKUoMHgS5PCLZrpbMKGrAy4Mu8QrRSZa/x3tLAHJCB8blaCjSu4o958Qi1EMs5+0cCwLVLps3ac8bPR1xADEOLv9rqCvX7m+nlLIYkjFAq/NNU7rG6OwRAnCybaIGGXIgq7kDDtNYaWxcskO9BhH+8YZovTR6X/sIOsdoAJBNVYnIFPDEAfIkSUCK1Wv0eDlOHVaukDITBbKJ9q2OHAUSI/7ETkkAogDHLRsERzKkbJDkjJhpQ1AsbXW9a2k6AcxpwyWmK01JCTODULZbTUPLNcsmfz0K4Qmg/B7rgkWKvN1mTOGrsLogbGFE4XBIMxngRhWhKjX90pm3UuRjtWmA36LCgzAknRslIyKGmmcElYl80tkVIk7M9yEgBVVkjaEZ71xFlrN/tIQoRB5H4L6RIosFFK0J8yf4k4MorRwyRcRfbDjMYpo1j6ZYgf6ThlHI0rznaKThGixdAYZVuBdjrDZXMk1yZ1nc4qIZW1ObOVpVPojjIIEr4o2jB5tBSB/KgIYyDIkowar3xG6wSoOT4KBYMHDebpzM3KkzN3KCnpGadEANt+GrxJXp57K6u0si0FrL4FWSPhB4mS9ikhr39mNYWELyjNKYWRqun2fecRzneMbyWYOeyyXvUfQwqcuzhqoO/54ZMMeNZxsiLKswCp5wnkjNMioNjQiFHoRJRF8nJCBB/D9z6WgbdcGmZGhdBMooSqTX7AUN+pFYfsCvvPGgs/X+YikeQQJAaTJMNwUiZIIqGbajzGahwC1IMFwLM6TbWLZq9tZgK5CQoVPGIiB331BUeyDW8OcfhBSHKYOFCDSdKxXgvL/FrTqA9p3tK4ayy2uVJGos8VkJorZqHY5ltHs1KK1+gZsHdm1SqrCk3qTDRZ3Hln8smciUagicFJLIaSM5pVKeUGShLJlFORWkq5AETOjM9TIpik4x3DqsFKaIrU0JGckYZYNM3mSSogrVpnpoS9aky4fi+XpI7bjnewCuezSjc3c1wzN436MUsh4/725v6KWHPfrAWg+yH24xCt3K2QcFA1mbCdB6QvuDDTknvZ8J7pzgOtNrMyTfNu0qgGzK7hHofAPPu546iHBhycAnMw0Cyj9jxxI0JL8HIutUpDpH0/sD9NeAFo6gdT1pWIAJZqARKpIvuWNGpNCsPpnuiO5Uw4z675GgO0MhtEcjxbsHzMQrDEyf8vc/+6JcmRpAeCn6iqmUckUE2y2c3h8nDmnNn3f6nl7rBZBaAAZGaEu5upquwPuaiouUVkJAo9Z6wqEJHuZmp6lcsnt4jbA909u2K+JiM4yc86Y7vfZa/zYKJPZRXtp3VQ1rgh1XIThAlTzsJEslQvc+ZnipUKpXIu5IfVtjYxBU3tYrkNjImp0j2gHGOmwkmHZgGMPa70ImXL8ZSQ7SjqHhQG0l2Eqvs+qBPNyMYRho/lja29nLNXVXQnFLXFiJMEUFElbVCYRxMiTJuPOcQ+cn08TiGoIOLBZjPqIJ4yDvGusBJ4RvTZOdZsSHJoJkgxzRhCmHQ5Fr6KQcXH9PxRhRKpViWnYAi36wyHZWVu9ra4WBFUaYGAHN9rz8UMkDklFIWQ4jPSbpMcNuqZctwgCYMIx1TiNoaUEpac0XJG6R2MDMoJa1mQNFNpyQsAjSjlKgnNmrC1lEQnMh1wiFPB1zvASUNlnVVYu4fS7LstYyEAw1XX0hlEQ6ap08uy4OnpSarPadnOY9Syzc227bheb6ibZFw1JhvbFVVeyzs2SU9gHnPDJtB03U1biDEnlnm2u/HV2gDg1dS2TQzorTVsu3g48c5Shzuk3ciZlGgnZ2r7JrBR08I/vbVByCBu1Yk6llxUe9M+pAhlDjF35CuKkAU7IxjnmZAxV+ErpeDpSYohMY904MczE88HaV1zVvjR5svfr0SLWKoWSq6z0W3zyHLYoxD2HZPsx9wmhd+0hVKE+Ds9kC9VQJr3b4RwIhQKzPCMT+mJZE8qCIPnMxGFPfssMoCYDiN+Pt6jGko4C/Hd0bYQbSnxPdZ3Mi3SoLtoAHrn+rimwHBuOjZEJNJKAJLkPiLHPCLnfiS+OJvYiaeGDpx+Hu6YmEGU4a0P8e+ZQUUczwg4mAUaO/QvEv3j527lX0VQ6f0TSirTwkRXySFlWeqGYWzyOdLRs+qzjo5Y33NGYkZqDXltWr1pED0x0SkjJQa3hl4b9vvm708ZKMmipAdTjhs1XsO7JD+4HppEY/WSB/YuEFHMARUDnOJ4c84uqT4/P+Pp6ckP1LEPte4AGG3fcHt9mTy+ZE5nQmCwSszjXxSGAsGJmUl3YgMZjFDasX0wH0ypiz2C5Fpr6FtHq23yQqt1jNPatdgJqwY3Czzy00EayCgZYYlYMgFM53EWsmwN4TvJInBpGGHBuFyGF5kx5VjjYFmy1p6wc2YxBaLx9W5w25ApWmV0Eik6qyMA5WMafamel7UvBEJn8RTMOaMpPGSR811rTDRNkW0CKFtRdROgbPzG5v0sdd3bRjRnYzcw7JLxO2eCIKmFXVmgGtjcD2yfvD/yW/aTEWsK7w30US9jUJZGJXrcWUCw7J1RB8UcPbzvAJBG6o2PMgTgO5jCrJLTYRB4mNij1EwqnjiXNa568J11iIRI4b3hGaN3hL0fN/tBW8CBimGogtO7Qp/sgK7Lghq+cwPlgTIeObX9jsR/vaxY8zoxHPt7EBgACIZDY1gYxqth0NM5GINwZhsZjmyqYagWzyPBQ1trqKz1HtoOImDpCT0LjNIn3TrMO4ak2bv40ReFR8yHvBSpPraEGgo23lqb1i2+K1PYnVBav4dXmEBunz598vrUZnw02MJyDd3vd1xfXvDy8kXrO1sUuRAck6rME8s0OIsuvlxG5bScJKmeaQBskFFgxHbFg2bGQsCcB4Rgtr2i7Y9pUox52D6Y3SqDsEDzWbP7KYm2IUKBuS5WZV6PmUCPQYVFbVbCGBKIzKNseci7ZXO9LIszOvuJdjE5u7JNpPiNBqsRNE4Gk/SrI0LrwznApWb9sVQiRlhrreDKvm+GgTUw/nhKAtoAHo4IR4TgDF450w7is0nzlxn0edQS7N5HBv34nkgT7b3HmhR2JmSu5bljvi5j4LJBZ6bwp8NH0yD0f+LORuiw8PqAM/OQttBZPQNG+P0s1wxmQMlwc7nJjNjxCvIQVHh2zm+GH+IoKUjfLPBnHDgohqhwB8v7JAWq5g3iBObsUoo1SrDUC+T9cC+Cg7q2pOLzYp/PfuMMZnPbO+hDnWHVf4TZkZcIHZCowQAa/KKfZcXlU/jdenfD6L5vaFWYAi0FiXJg/DZK4w/zhrJAM18nAIhGyokpDH/86BYas5FGF00bU/TWWtcVROSEyLQMcdu843a7CjOouxi6NamhSKECuVkKiJwI66HOQ0w8KBHN2TUkybDLgvPbwdeJMQmUe0dXI3tvDa2KNlb3iqZV0gZ8MXz5Bwx3TGdh0u6Av967jgKLPGslZuNeG/EyZliWaHmevN5iAr+4Pr1319iORGYIOofYIf8ZUEjKZMXXDkRT/mOpcGC2Gyta1Tp6nVNZyFmKPvhDeB371wSdkVdtvjd6QA7IOf7YPZZgcNY0aLrXywGHM27eenJU4nOkgtZoEyAsS3a6MoRKCSg0O1J2rWtEjBuNY+JJU//o9Z31FIwhwG0FQ6odksCYPPZ7ExG6hnG79KPwkTGKBHJLuy6BEPu4hI4PjkV1tY4Ud5UlwAM7oQDBKBZpHfTNCN02gVsDIfNj7w6LOWKrhd6j66ldKSVk35zkn405tfkyQ6cMklVaV9luaFa+ueHGeCNSpPYI+HyQH3zbtOCuRs077vcbWq3igUOMku2AnklPdshsA3fPR2SLRCmJt1POWIzAlgKoHUOk+g13yzsUckJFZjogvRnjtr7MDGGTms3bDb1VEIT4s82lGQx7R86WPE9LaK4rnpQZPGm8g3k6Wc0EZjGi98bgNDRgh3eUYHETiIh1j1gxINNYwINgWFT30aVw8rc3qTQN18yZ0BoUMrSYuHZy39jH8RQJUyiSuDInqUMRmEKE1EwStT0bpc4j5MfMLtBFxkYkHlNWQ2EYVYEY/GP9HcQ2gdRW2yNTOE2HMTMpDv8NE+TvGTSElUn7zB/uGYxCmhh2tCNTEOHnjJlIu4pIh7GO/SDvsJiEYX8w4Sg6xYhbLsAs+1nmxwTR0FfCvy9TyDlPBNsm1LSFZC5+eRD5KMFO6pfOSlStXFPwDR0Yw3Tx6d/OGJK5ehqsEY25YXMc4ZGgftpGM/dY9xAx459G62YankYAufRFNNxQRYI0CGO8LvoQA3liCuZHz727xPQglWHuq7mJDrfTGJAlUIHh+bfbzUtgcq8oOYHSE5Yy5p4oI1GGEdUhUY38ReYrLAdcityXsmim11E/wST7kRr5rq6rj4b5SHScSWIQN5s3ixa/367Y7le0KmlCLktBzRI3YNqY7QmzU1wul8mAbZ8Zhl6W7NjtgKvI90iMno2J1yzK9wgJZcp6BobNKAYbHaGl6ToQOwAaYS3uwogaOYzQWDBnrC1sBMqEHckGu5SMyzryPsXo9JiKJUJwRyhiHsOAOo24pUOVNfG+C0NUohsNrz2rlpOSaAuY59VSqNuP+61ELZdi+/JROuQtEzoRaM5BUI3X2AuibRDmwMoIHxnWP+Y/QNs8R/rbs6RQns3xui6g8O/jXgMQ+mNDHszEbDI5SZLSj14fZgolJTEEMUCdATQkAJkAyoSEDOIFOREWdVnzgBPFtgjwxG4PONsJQ3j7OmMM5JveuOjxwHnRNqNvXZmD+uR7i7awtqEhZQ2TQgmS5VbdUXmkKTBPEu2FSE0po2Ujao94Y6IkQWNqoJMvkmx60ClT8MpZ5i1E5kI65jenrMVqRnTodr/h+vIVXz//jq+ff8fL168gMNZ1kfw/lxWJxQ3SvEOOEoaAhcMIHg3jEq39pJL3Ey7rM3JaxPB633B7veH68oLXlxfBPWkwcSNKhu8blBNhncj4I0HuraPeNxQC8rpg6dmJhhBAgUByKXj69Izn52f88MMPeHp68rbXdXWmkLLkcYp2H7t679g3gVKkiI1pmx2dRzGaGHx4WdZx8ElwYGs37ofWrP7BYJKAuGQ6bDmdDVLmEJl5iA4Ogpd5IokLq6Y0d2+jDErAukrqdvmRQkBWo5vS+IHGrthPU2iVuxiwnQaLD7v3LQZzDkl5GE9l3kyAzEDKakvKIBI3JGZGIwJXgsFiIkFPuoFrIBQ1EQCjfIraHU1O7N1jUkgRC8CC8rRthSWdCftPVmN/AK40BsZowlETsfHO3nl5YhLLWvxc5JxRqwR/7rvsk86Q9WmMzhWJRTgT4XzEI6WU8Mji3r6+K82FlRwU/F1eI1wMIrW4+jOrmCZ1R6PyIwY63jPUUgwueLjOno/S0PGeI7c+fn6GyQ5V8lFiPcJkwOxm5i53ROqxMRuhXPLSQB2GBnNp94faj8kTKRKTaGTzvmUpXl9yQdH+WC6dr1++4Mvvn/H3v/8dX79+xevrV6xLQUrPaG0QKlIGc1xDnwUecxyhnpTSg5RpEs7A/u+43W+odZ8kHwATE3h+fnavo6P6GxmxaUSJSPIfBYN1465urGqMSwnLRdo24/XRsGpBRMYUYh/HXLcJvtr3Hds+ym5GQ3ZrDU+Xp0m6jlJlvCKcZu9z2Ei1soHvqzBGQrhlfjpMkwOgRDpB6pHbu4b2lLLGw2Aw26MmEDWj6C0Wz81g7BEuGXvEIa0w/gi5FHPwWAdMKHREanBspSHnzfvlmlptnkjRzpMFzporLKsUOM5d6NtRK7NvDlqQ/Y5ODhHmjM9FIcfmdGbaI8re5tsEHhNiPDAzD7jN9owk2ezhrJLTC4PevF885xz76PVd9RSEaCXFDU0itUlISCQlJaOrGymXSgRQKfBAIZjUrtg5EfgQdUduGRjGIJkIDOnJHuAesgZIm/K8wiww7H0Yi5jlOUsdYO0LLCfvi5IHpQGmiP1XOHfJUge31ybjxrxAIgkFcY9FimtqqE0AllJQLfJU02zEzRV/24aw+gOJgNbHphLpIkvN4dZALJGyt9dXfP78O3799e94efmq313QlkUSD554guVcwKEmtWl0rfUgfdJECI3YRi+r6/WKr19f8Pr6IkbX3tQBQVY6AShJ+vzjpx/w4w8/4vnyhJLls6xCBUFtJcoITCt6en5GphEUBN8ehJRlm5dSsF4uuDyNSmrGvMwrKRLUrrYBi2hlVnfeJqnQ5bcYl8WeYClGkkaRr8ATcCkWl9KdkZnFq/UOblo6s/UBHdpcF7i9Dj5X+m9NFikCl8A1ljGXANlDnT3dg9kfEmSvdo0natRQDjAHMCAKI4bmRuxeQIFgOnFymyOBNSCTVDjIOUneLYI7PhCNbLSlZM9m4EGKydKkaLBhyR7fIsGAmv2Y1EW5d1A3KFYFsW7nvbu98HgNojoLgDZ+G3Os2ifwGLvgan1kjtD4yDhrdhSiMmnHA1IctMmE7VIycjYBVIJLpVv23miPHLYVE2ojc/+oXeG7NQXuksDCPYkMpwQkElFhF+dYgZu6QcU2LYK6pzBOlHqBcR/ivd4p0xCUOEUViSBJ8XSjZiJ0ak7s7Yf8d3x0EIExfmNGGllqvUnKetQGkPxQ+MDCYpg6A4CFwzCzhPsDSDwkfw6wQFyDyBwiNsnhnpxGkSPLo3O7vuLr1y/4/Pl3/P7br7her3roCP3pSY2jY3ONd84babbxDAzZksktyyC0xsAM/79eJTtpa0ZA4RBVyQVLKbgsK56fnvDp+RmX9SIR4KZxQBlChD9yAZYFCc8K8835tQTeEanYiP+6Sv3rGEcRYyBaHUbM1vaJ+IkH1R11lxxH1YlTnZlWkjQItFyQk6WygDIYdmEILL7uZqSOn0MJPyXbc/KTEIgRQ4QqZjl/0H/bXuOY8wthHB2pNjSyOA4KYx41lu2zGFdytKUYwfG94nALg1NXYpk0VY7ApEljmoRpaw2RdNzvCaCQ1VeZgu/tmlFrHuk0EgFaT1rWTIUSiE1IckX2B60znq/4+YDe5iysUSNgpycDDjOmILFCg1mYUdjqjgNw6ExgJnJCPwnAwGBqvflv+3s8I1N/pP1v2qveuL4reO1BP3x4CWP4PR+IWGzn5Dpy6Q936wAFHdsExiQlTlMeI1Npj9IBqXZi2oOcT7sfwhhCKu0+c4FZ21GmeeyzzU98r0vWzIoPDujt+NwxqCaqo5bPh5lRW8X1esWXL1/w22+/4ddff8Xvn3/Hvm1Yl4LnyyobjK1kYDrVqjkwzhlnt/cWlJNEfsYULDOp/ZR0rmGswZV1XZfJnmDqc1S7uTeUROhLRoKmashD4uy9g4Oh07WCZXg12fyOYLjoKrtPcEnv3UtFjniLAa3MRkSdu+AlE42lhvUP2Gjeu8f19f0MTRliOaoQYdCxYkOTG67T0UCZJAtEIFyBsGPAW5EpSGGiAF8g7D/KwAT5BohMU3JEWCUrfFWK2jYemAJJVKXxMxoahGDso1KbRVvPBl2DPWkgnmGOj/QiMoIz2GgYtefsthFOsrEdhbYoqMQ4DXPEmMY8reeAiW1/HvfcZDd1mjJcb+M6fuT6uKaA4V4qb4IzBdFm5HvDdI24kkIlrh1YAydScLyMA1M0zoYNH+8Zfx9kdFtc/UjypyiBtYU7wdwkN/5Qt+0bibWQZ41IUu8gmNF59D/ZYbOxsUFDPqEg4ys6R31EaACkgX1BcxqH3jyLSA+2RYPmiWBmJUy1bbjdX3G9vuB2fUHd7kgMrEtGQpfUD3t92DRvMeqxAUUCz2XB5ekZz5+esT5p0RvdB9HryIhprTuY4GkrzMAcMf5ok7DLDqdLhqQBeimhpAuIaMqy+pa9KDLZeNAsojgmKBwS4pifWKwnwim2S6DwqkU7N4Wbmmpj0uY46AOrlo0Roce4Dnamxn4g1xKkDUxtDNx5JhDyXmEqrVfUjdCWBdwAXiEpqRcAy1jvXhlcAa4AOoF6Aiz+gmSonIbmMIQuy4MVoUY7R/B0KObFI2OcFksSPmaVwDuDS0LnhNbHmIy4eoR46w5jdZKUFOLZM+byaOOLn9va2++jZhTn8rivrL3YbmQKUVMwp4m4x4+/rU8mUFnE/rFfcUxOMg+M6yPXd8Qp8PTbPOjjJLiB4/DZe9cZZv6h3jwwBOvbI7N55KJDEjtO6FkfjpzcsUax5Pnnsa3ph2cCNXyrzxmjS9lEU10GIovIZr/PoTnAiai5PN6ur/j8+TN+/fVX0RB+/x1fvkjUb8mEsiTUy2Vy7RMGxt9cO1P7LUr406dP+PGHv7gHDxG5NGM1mM0o21rXFCDDMSH+RFe9eJjOtCIxqElytKUkLMsFI/yflCA/FvzpNNbMDtfnz5+9frPVWzDNwCrn2ZzEwLO5/eLrJczmLvi9BbU1kTR3TZZmTGcINfNeOF+D4G4NsUkIU5JgJ5mjNJ2LYzu9M0ANncWfLO71OKaoRcXP414GhheZ9FnpAyf0Xg7MWZlhb0BjFGT0PtxmrYEEDEKeRrBnSkkr2KoefyLJj8GMufS9FKYhjuWtMx/H/N7aRIOu/d73UU3R2ox05viuSBviuGwfGlM4M/g/ahhQvGO0FeOn3rv+UPCaOJoNEdpNS3TC6e3Zh7Y+yAR4OiryQSCMPG1pUV1JjQ2uFZj3AQ3WZnEVcohUK1HI6FiC2SEkH6+haeqiS3N9Amk/qP4KEfcuPzMeOebDF9b+nQYMZxKh8SFmBmttXZuARbOg5pQ9I0/0kql1g+Wp4a4Gus6AYZJs9iDLlpR0tce4bT5F6pK4hFIW9fN/xmV9UnxUDuntdsP1esX1esV2v4u3SGtAGgT/6PUy5mKW3I5MNc4dkCWNSjbvIXXJAwHJIoohGhgI6A29SrSxzc/rl6+43m64329KtAm17rhdb6hNiHjOGbmYDSlKYRZIJInZepcI57ZXqT+tOHCrlvuohjENDTfug2jP8bw+wVXS95CXtoyM5RFKlW2UYAkBeweSZKILgVHD2ygGYkZo7cxLasAqknNM3mWpuyt6L+i9obaGlBNaqyAqaIExJ4hX0qAghFo37FrR0PsNVs1r/GyaWLH37nBd4lmY0OUHMEvgNoa4x+K4joxhFk5y+DFHGosuHoKcnH+hM61Z1Trovy11DPt9cu+AFEUb7e62LPda/8n3kNEZIqGD5gZ/pjG/dX1n5TV4sJrgg7Z0SkgCQ5ikcvv3iWT8Hjxhzz5sdAK88oj+e4KYCDiyJoezDEoK4eXSxJByLDLRMNkjQ7B3OJykfTnbNIMpmGbDDxuSiJwR2L87gKS7KaUknias+hljHEIMCcRV6JTcn7rWirtKGPu+izdN6+Ak6ZxH6c045+N/YwVkjDbrYhwWhhDtAZeLwDiWfyhK3lUZAveOlJaJKURJK+6Jo9Rk2od5oJg0mynpIVHPMN8O9tnhYPSKpsZUU8lNozFbgUln1+sVtQpmnXNGWTJmQkPISWCs8WLW6nUGERlMNGCjofnFPR5WQc+ZjcS0RN1tuh/Yz5cQZfhZbH22n9m+lnlQTYcBwpBOY16jKF0eJfIzLQkAOovxU8YmsI8ZRQchH0yIAHRjSgAyQ2qGK72orXqOLM95BUlVvldxBd7rjr3uzqhxWOtZ2JhzLNnYzv6ODCFqRKOtNP2M74wGNJ8Hoycyx8GdFJEJxR+ePPwehSEXTQ8CNoW2PmZDOF7f5ZKakrq3EUkQi3XhQHDjNUt+cOpqG4LCZ9/iZA9qGLpLTPb5aIIfFz4wAVvAHg4OCFNf7ffkyqUMwrSJzuyeQvbuiSFgSPnGFGQjDFw7bl77bPinmwo/MwW7P6rLJqkl1SyMeG6G5e87Wq1oXlBnhgMeVOg4985m5dNSiteQPjKF3ju2/T6ijh0DHYfhyAzmwCbyAwOMegnGCEyyv9/vPldLkehPShWdMxLFeI46MRUiArfdYbaI1W6BgRr0db1ese+bzG1KWNZhTHeDaYkR6hQOqAbaHZjCIEyPGnMkYDOTDBovz0LI8G83TY/AvU7S7JBalTDpfrIEa7KXCClZptaOmJWTGQ+MQcYiRmRnNjCHiBTuGZ5NrTVUhfcIhJaaHSYtGJXcrbvxYFJuv+E+OS3Inqhj0/rG7ZqeW+ck0ey2fjh/x99vQUdnP3EdbE8evZyOkNuEDpxI8vGzIzQW33XcO2fP2/0fuT4e0VzKMGgSIJYl7QiA4VkwVNiIrx07LP+GEurIFKIqPCvE4/noHTTjaHM75yp0lNJTlIppfo8RXYFvdJwpeDJYT8JCD8na8EuBgWTxOiTvo8AdxpSc2CeJbiaNGWDRA6XfqpaCSEqFYgS19S7M0YrcJ3VXHEaoDtPsHohM2GwR84zag8FXQ2uTPDkjwEx+X9TALAdYtATJWrorlk4gK3R/8AaK8Q2x4Iht5MgYzMh7vV51fYQpbMuOZVs8YtaJZ2fF8ytaq/I9d60VEJmyuAZKJkqZt1mKlNTfpIzFrlnTmZmD9J39JxIHW4t4sOczMvarvR8MzzklY2eXUqWgU2Q0JrmWwBTMM0al0AcpVVJgW/2IM/dNIVDscOjYKrL3vKyN7TXx8BiCVO9otYO4gSDu4q019NTUe040PwCgQgB3SJpu0RZqZ2cE7hFlhNadwuMloLcJkjaWyKzOCPRROo/Cy9E5ZXrbYS0jvbH2jWlGtOJoOztCV7EfR23n+H7bfrHNP92mkDxVg5IFq2H8cMnOJbJQdlNxhroEjEdFQg8wiqs839AaYP5Qw4BomNyRg/sBNO0haisp+QY+01T80KbRXlwKy/5q7/FxuWo3fhNFdzSPtx8HUrd0py5G5uPmsnfSSJI2pQLGPG7bOEV9/YumH7HqULVWzxH0HraaQOLrrcwpc/K0EPazrlLvwL2Nbje8vr7i9nr1AjQWz+B9ClpGbMuYgzGY1pozgZeXF3z9+tUN5sIEE9Zl9biD5K5feribHS6BNkopKHnsnQENFKTUQSRG5aOkKJIyQNSRUkPORRO9jVgHsaewS+TS9tCqTcuzAvMmbLDtJYTvCSONPMueaoAHuMkeAMC6LnmZ9ktKkp8qJ40R8BKaYmBGk3YTDYjI9lMc99HwPAtx47ylZOBWP3gVBcgFAqeKkCEOAr1LZH9TSItTBpK4226vVewKrWLfh6fWtouA0GpFr8YQdNnDWRHhRhmBeitFGNKM/FNcC2bDuY3xyBSO5+StaxB+o08jxisl2VMAvKCRrcNsd3rsy6l2Hz4zb0Qbz5/OFEoeA7MFHTZIgVBEqjXjbnc8F2AkYpCmowZEKgbURdMHLNtenhuHyb5zaV0nhtS4Qjys7UjeKswlcExcsv2BhAwwI6cM20IuldoYeVjvJ1agIptpSIAQ6nEvBF9i64MxPttwkhyvlKxuhPK5GJCaj92Jgs+nTEBngLKWQ0wE8DDWESXUXVI2mygnbsEJT09PqD/8gNvthl3z4pOmNUfvWHKSQ9rMBVPKROYsuWaYGCknPD99wtOnZ6zLiqf1CZf1CUtZsZRV03ELbLTfN9RtR9urGOSTJkSjBevTilQSqGSkkrFcViyXJ5T1glwWpFQApIHta3tNK5Rt9001AHGr7NuOum3DzhKEBcAYJEJWSYl0zkmM9TkXZCpIVBX+2nHdrrjeb77kRJLOuKSEtRSs5YKlWDbRFSllgBKYpPiLQB8a/WxpPRoDbQgHyppkbV0bE9vdWooGr1lCRtlPlBP2rUqEvc6fRNd3rMsi/YC5VHYsKbnxnSHGx7x3tKYRz5C1YQaaGoNr7VJrOsDSBPJM7k592fYpw2s3K8ErSxEX5XXBuhSUnFAIuCzFTrTY25rk72ICuBEaAXeddBNaeu/oTSrY3e9ifK5qHyN1KLA5HOdevdBoGGyb2tFsfzN37PuGZAWAiPx8mnYVveAmggyg0MiC3LslsJRSswxxQRamQ1hy9nNPkDNcFsk71ZXGkNFMIvXQGvOfALi/BFQDU6FVaJYgGVLjPHvkuwm0HBt75/p4ltQZVncpNl5RFZJ/8/Tb8pBbK7KIkfgPWEOFo8EWeBg5CUZwyT+LDIR0gwzmapLaId0EZqPmeD48xbNKb30yPcX+owhLAL+ENUkfmr41YokdKeVQ0IYk014Ya0C0JqXM2jYj8YFlwVI120aOUrlJ0/V+B9jWIPxA1ilCcClJ9HVKQhSfnlc8PV3wZLEFZfE6sWJHEE3hfru5xxFg0op4By3LilwkrmBZV4loLZLrxg4jgGDwVQ+qvboHk/20WrHt1TUEL1eayDUOOdyWLkH856JMaZJ3rU3fpXYY9cChlNztd8kF67JgXUZEtEnh5mFTW1U7wkin7QkYGUiFvO44GwSjK2lZABIlaDyYC0LeV+6hoHsy+uyCEwCURCDKKJZ3XyXFRKJF9K61kJUANgZSszms6BzEWD8PrK6iY98DkvyNshraNW/WasGIS8FSFixZtFURxNj7n7SMJ7rtawngFO1kXpt9r9j36lHx3OEa8hDCTCw0A69q7ATU3qSWfBsRwVE7GntjzmV2ZiOI47c0MSx1hwXiI+lJSjI/JRcghSy3STzWhIlYLMmw+0zE9LC2pEyZI4pAQ4tIOan0GKjG+wqNX9/hfeR/naqP8fd4hvzZRzXnESaaISYa384U0SXmI5gT8XCTFqf+YJ6kNy8niMd7lQnRYEdnTGWoetoL1zTUW4SSi0kzEz20xY9jOIN3Yl/9cyV+Uj9AGMJuaR0iHsqRgc02hWgwowQl5pJe+enpgvXyhEUJo8EwdVfD7X3DdrvPHkKaBiMtSVNNJFwuAhetyzoRcGC407bWsFviuW2bfNIdCtDSoh1hXnKasqxG288RBultVHGTn+EPXkoBZcG5l2XBWkakdYQSeu9ozOoxM+PdbAzY1plC6opETnyJJKlhsazCJaPuFQSVYJVgGmTpp0CJYjRix1xQOWsBJhFRQWkV5t/hsTCNSbPXBsLEth80GaZqN8LQjCCLxxuVITzkpeByWSUVtzJSgTDzcHtWqVwEqoDxBw3B0m+03kVLDPmXOAiGRjZ4OjMyV6SEWrTs2c002hQidm9QyxH+mmxC4bwRpG3qqvcZ1KYpSkqW9NUJAp0ysUJ+4hySYTWmlbkpo7JzacJbhLri2melKQ6JE4VURI806r3ruyuvnRnHfFO+ce8Z7nV2ReMbEBiCieHf6NdkzDkh+pqM+t125GGLfYhMxHskiaNdqD83Eh4NS0dc8DhWeX4Ykd7DKaOBjFXytA3q7+u2gcizj9Z9lxQPwc2QCQJsqkp8dEk09ZnaSK1hEdPHqONYXjL6s4+o5Sc8PT0jrxnruiAvBc9Pz/j0/AOenj55NDIwgsPMc8k8g4xJPMwrWX6h5kwRGNXNKBCimKXUiE2rTWwWr69iC7ndsNXdYSPLs3RZV2dgNnY7uLVWVJ7TejT1upJl0oNrREahK5GBRjR7LhlZczGlTODagaRJ9JruT7KoeQ7aT2QKMv5BRORddi+R2B8sgSMA1C5rmPddCDcYG9leINUwEorWd1beBhDLZyVLDv9Co3DRuqJoGvcojAxjLWCJAlvwTvI9iDknkzAFizgXzyoyGIU4uB6LpE4806DWH72hjgZn4NHoe7QhuODZGayxAF2DMikQa9H4RjqXBE2dzg0I5wmGNHB0hWe3H71F/5zG5kOMDwPIs730W7YPu/5QOc6PXH+EQwEHIoshRXz3+/GoC3y0P2dG53OC/9ivI8M8MgJghLAfNS2BakakNWPgUQ9ML0i9VifC2+eKzhVWn/hyueD5+Rm9NdyuV0kwlwdeasTNDoa5fVqeoVIKfijPKEsWY/Dl05SjaFRFY2z7Ddfrq/5cvQ0zTH/69AnL0wWXy4KyFjxfnqYU2cwSzs+BCGzbhvt2nxiC1STwg5NlLhaVzoT6zQRBkpKNiGNz0zUt5OvXr3h5fcH1LgzBDueyLFhyxqJBekseLqm2nkbQ9iaBVp6fprMDwSJhz4VVTPOOborHeI2c82ToTWCsadXKeqEoUX7U1I/wB9OcNFDqhchVGKh1rtTFtB80fslmm0uENjoyZZSSUNaC5SJr/fz8LIZZhH4owYz1McyrKAbHydw1NYvN7qyeXTiNlDrxN6s2hXC+BFMHENxk43eR8L+l/UdtJqIR49x1oMHdaceYlREfUA0c9qZ4cs1Ma/I8OtAkFwjDu/xz229hLNGl9b3ru4LX3rvOJN+PPPetK6QH+tB1psV4P+iDrXSDp8ZhgPVBVbnOM+d9S2uyAxsXW5oZz7uBS58piaSQj6JOpiiJp4JIQcwN4DbZP4QRzGk0LK/Q8/MzWq2TZ49lU1X6id186bu4/zE3SdtLhKflk5axFAlwWRav1yBSssA6VtHt5fUV1+2OBsaTpsH44Ycf8cMPP2J5UkjnIpL3Zb1gWVYAQK0NdZPMrvu+o/OQDoeLLSNn0sAoAvcElAJkdqJLKbkLpKUfjutgxGe733G7XrHvO16vr66ZyPxhrllcFtdmLAW0QVamHRl0FFMQACbgDGJBIfunEfvxWyJXl6XA3EIZov2lTFiXFQaxWq1eWwsFpB6EKdce09hztrct8t8yFRBGYabWmqRpsXuTzYk5cst5yFRQlqRa6Yqny4rnixYXwkhzTjRyFA1mmNA7UDujatlN+a3YP4ZLb2PW9NcjEaUouxJBzPp5Hx7zAhvrv9KBMEePojOiKVrMLG2/5e/fe/fJjzE3CVKkjBINS/GhD5Jp2VJhs8//gwccVAuyHdCPGVuHwMjVjP9KH9rH6N+fxhS+53qrrTOpWv7x/e0zzZxSfneHg96FZ06fHZxZtrGajQMjjPfFzyJDONtQ8d5Zw5jzMonBLERCxz4HZjAFtFFw//T6w2pAc0OaDHhswpEQToysPDJZqoSc0/DJZx7psW+3u6aJ2Bw6MpfTT58+4dOnH4QpGN68COY8l78c8Qhdg5dGrQc54NETJJeMkspsECRyYp2SwQH8oAndtQDRvu+4a9R1FHBMkyq5TFJ51PomF8c2p4EgQFR7DMZw3ANHQWbAP5I4LTk0oJpGsLtYe66t2TsJs5GYxTht6T5cQsaI7vf+hHZFG2KPjShFPbBK0DJII711j5j26AF+iO2fS+O9j/QUpnX13lH7iLz2+Ag1ssNhHFY8PloTzmnJqCuuvQmam907S9cSX3SGHsT16+rp13WNXNBLyatWyn0qLFA4v0RuozxqCY9u0exQb9wv6HMQb+8d3AxiDPd94PqOLKlDJvWpifBHUMM+1N7hvjPp/vw5PVzREP1W2ybt2z+tBrLCMo8QkTxkh8U+JP2dxO4GAOgUXGLHw+P9zP6Z/ZuT+LCLbTF6TDAM7z3DMCemgXkzRZVywjuNsLn3UUFeYhTuqNNrhM6Sx7lEzoylFDR1oxOJe6SbNmLCjJAu4oZtG2kiRmGbJzUqP2G9POHyLK6Kw/DNqNW8QIafNkPz2IT9dfxxwh2ijBmSdK01jbC1+dEDtisDEKPyDdtmaTOsJoLW3k2qUbnB0ZiLMO3Y16rR4l2zhxKArJG0EWe2fTHZvcjWb+zqzlKL2PawzbklIrTHB1MAuJk7s7znGCNghAeA1kaRHL+Pfvfqcpmlql5XH/+yJFxWrWMdSn86Q3DGsI7U5EMSgxWdj5q2C008NIKuGoNFgLN/F1NODCP4mLc3sHOzAUZjP+bAwyPubuvxNm2KNkeDeESziMwmK1OIZ9POvM8LbLwKkR2S3sU+RbTBobGGQBPZGYWN8Xuu76inwPPfkfCQkWmaiONHr7cYxDyJfvOjsfhkD5B+TgSff8EVDZubN5Dhu3YYKLTjTMKIsxH8MNmxT6z3HvttpRMBgFOWILTgQ239ODIEw/sBjEIu1seDJjLhiRBXuF5Umg6pJMqS3ZNoXVdI0RLFwbcNvVYQpCJcYcKyLihLmQysZjA1Ilnrjuv1htttQDClZPFVf7pgebpgUTfWT59+wLKoig07gAITDYJvsJn4XZukVeuM/yaNaDZ3W9k7HbXtqEEDsoluwY6w3W/KFCRhYFIGAMh7l5zVsBrHOoK7Yuptr9nMWlGOEpDPocUjrm37Jrpt19ZASWIHrIph0nihnNOU7mRZNDZBGp8w5jx5nIVgPbVuPgaqNaA3ELrU7pZWQIkUQrxMUedAd8FjXVYPkjSX3UQ0akqotrsFp4SxtyGxJ51Re0dV+0Hc2w+wHI1Ecw+0IpzO6V9BoIjw0VHLtnU6PjdfHe4Gyw3ckwuf9owZm22viCarAm7X+CS2NC4VdZdYnLrtISX73P/4u7UmedLgVE0EKZ7Lvr6HjsTruw3NR0IdpdL/514DXSSQ+vY+Gm3OxuASRTi4ghMKp3lLUzmzN3jQS4ALzjbyUVs4PvvWu8ZvySZpkrxL0ovFKyxuW3h6svQUBdum7piWPK9bWcCM9bKKV0ysk3C/4XYTfJu54+X1qwSv6cHNWQLmfvjhB/zlL/+EH3/8J/zw6UcxQGpfBNXh6cCMqNHsqtmyFHRljpKHKNQGVkOmjOfJmX9r+5QzKRKWYw6l6Dprc3xM3W1z3Nohj496G03R5TR7OcXn4+/jZ1EQaK2heAbTjJznvWF66gR/dHEzjfskSqcWgxLfFaGT6Pkj6VHEFdlgIXNvXpY8vSMlqLuuBPF5HwMT7F3sGkTkXmJn0nnvswfSEVKJcxaFpqNgdHYdodqjl9HxPB0FtmlOFVnwf8sCuFZ1hIOt/+b2S9qG2M4Yt9vdU3ds9+FY8RZ68AAhAW7vBAOtD4byPfT5w0yBESQ4eY17Z1BigCQHjZFLPiyOq9BEQQqf3U/NY8BJdsjNMjqieFxYxMbDfdIX3Rq1N5FCB5iJtXju6Gd92gFy6KK2gbCZoHmKMG/Q2PaRYUZpJBoW/d4sBl4YXJADCqVYqvgkinQihuemkiMpM7ANKn0yybmUAjFgSl3nJ/UMSZnQuaF22YCfP3/Gy8sXbNsNlhKCmUXTKBJYFgnltm2Ok5rHjZUeZO5qYP4By7Li6SIMwiCllJMSMUZaitecrqkgZ8mJdLvdnBg1EgIvBd0XNK0jQAT88PSEshQxKKuxtndx/5Nncuiv5dKR4KWUhHnZOlpB+Ugwcy6wFOkAcLvd/IAbg5H7IjEU61MkDHFfRIcA2xtGPGVNh6983DfrkgFuIpaojaGzxDIsS3aGJbUdINkEQtJGVqIhWvDQeizNdWs7uDc8XS54eX3FulxwWVasakA2xtt1nxGxe6MlGjaE1hq4NTRmtwkRJdzv93FewpEz102iec5s7LEudCSSNi/RU+dcqo/H+2i/G5BP1Bii7erIRAzStHslTgHuolprnRiunXe7OCb223fUrXmQZqy3Yee4rIvU+bB11+SkR0jJnBIAgBujc4N5NX7k+gNxCgBgXOr4pY/28UGD0IzKTZDao8tVhEZO0bx3tBPbbOPrwPmBx36f4I3ePhv2dPj8rXFiZghvfW+S4EO/tX+m6g9C0h/7ffLO+G/zqJilK4a5Zg4/e/bUFJbm2nLXe64ixdatE3ZIU9rAPLxVoPi0eek8uS3hIhBUeGdXhgCV9p3RJ8IxHXGiBCijsPmzXEsCc801GdrB0+IIGVhNZvPkiAybgpfajLXPmoZ7HHmufyF6Yz0AS1h3CoXqFRnEUWsw25ftB9U5MbIFWEpsI9BR6pcob86BkBkUaZJtB8hdWYctwQhkyRYAqZ5iCv/JGlrtBHJY0YLhwJqEMBB1ACBkJ3h2NY1TGHaG2TZ2jCmIYzEiHucxrvlxD7y1H85seHLfrPVEwhpp1Pj3vKZiLA9GdJX8QZJipPbuTGG/1xG5r0kX7f4e5iLmMIrvOWpcMj5b138HTeEfgYeOz34U2zo+64sf/i34/bzI+tHpe6KWMhn6YDi8HmZ9kwNPB6LrbYUN6f2NGs+R0YW2mEJKBszSj2lkrAboDkzjw6EtGxOcsSnhYM1TpUXeB5wkdoWkBKP1jm3ftCh9dSjHfzwFMXlIf627MyxglmqsHxJRfPGo5SmzK5GXHLVUEUltLTZjzCMOgADXVixS21xUPdmhtn00ZNrcipdTnpLnZTVQD4iiBk1XpVEeboJN0y3UQ6AVEYEafE5YK+4lwrBlBe8XWy9LuzCEENW0lRGMu4dzgrkaZsWrY9CWRT3DvJisQI/ZywhSswA6PnNx5HmP5Sy2mqUUSVWxiCF5WYoHQELbyxbrwg0Nw8trZngAoTlTsHdZFDoZzh6I8FjDCINFYqjBiYkmwvggwL1hV5hdgR/ji2z/nzIPWDqaQHMCnOSMDAAdpXlmNO7YmyaQ3DZsd7ElxBgh+31K+CFCQ+dZ67R3SPVBl8b9TH7r+oeC1x4YhUIx7xH972EI9o5poQFfX09ch9nCHg/X1BbG4sFodxiClfnzPrLddz4mi6GwPjgzCIxh+gxwdc+KiNhrehjDYGyCOwIA02wAs00tRCcQDKg3iY2XmiTrVuJkUvKoCTAiiLfthvsmVcZMJU8YarLVaWDu6BXYSaCuzgJl2QZeloKiXk2WUls0BWEKtXaHE8xLRxhP1sSJY2zMEruQaB/2jVXw7TEX7J5TBud4moDAEGRai8dmAMCyrrj05hlZzdDe6q6Hmn1+Wteo5dpx2/Yp8lviCVgzVpiAopAmGMQj/YHsHSmkxIKbKmFTqZcUigCJH3omzaqqEGwX7SMncmYNzESnc9cMpJCa4jyEnTndi6SScGYD8+rR/EVLwcVTVcg7c9G0GZRdM4Kldlfttqo32pGYJSrYNHGhOSs4HGyeVSw/pWfsuwR12bjiOewsMTVEHamT5gIb5zycFpiAIXYS08gfPdn8bB9sDZE5OMMxgevwpsgQ9n3HkrO7pNoat662qF3SwN+3Dfu9uk3B0qsIwwQSP5ZCBZR2nNiJpO/242I0PnL96ZrCEcJ479njvUcufSadf6OTp0qSq94pHAglzFFNT+8M0Tb8Y7uPY3nvetA2gpRBRJ60zDWFUJjmOI/RkBd9wRMGIRoE6mCMTewagEl1HrjlOW4GsbAgniG9N3TsOqauXjHsWkh8l+UfEg0iofXd1CxnCi7xn4wTEPtVzvA6Dk9PT5pAz2wbd2zbzdNpA0MbMUYoAU6y5U0yb1184XPObnjecsJ2J82xI8S/NpbMnMoURg4mS6etEjhHF8kyQRrzHn/c//PBjgSpYOy9IDgEYtZbn8bNzO5xxDA4qc0QbRBKIrRqBDERIS2W0qS4djbmM3va7aaJ5ZzYqQHfiKO9LyeeNKuUkmT61b3OlszRUFuyrKXHfTETxwHFBujng5DJGVN4D92I0AzxuLdrKVKba7dfZcmsa0hOV638tm24bVLx777t4DanKW+tCcxEA7I0wetIG+NcnDG7SCu+df0paS7OD/LHriOGd9b2fO8jv3MICY/oGcUfju0ZfGQxmSeHhYfKJar1HxjgyXVcPEBgAIJIiCm8qCcz6B9/RKIzSCjRcIVjliIy3JXwmUtmAtKScPl0QVlGbMK+b9i2YUtgaGbHTEgZSngtF38YSO/g1iRmI40MpO6eqGkwUhZjKIiEeHStAwCAPaslKUbdHmA9n39klLzisj7j+emTMhrJOHm7ZTC3Sb23q+SEy1JCOg4hYiklCZRiwWlfX19lWHUXTaFBDa+MvTbs1ap/ifYSvFx17INR236TJdIcUuolZBqJBSea3Sa6H7pkT2N9k2dDVYLYRdtAkEzjNYgBSx/Cd6ZXTxY7cVsSzZBFwox2HZ/XDnBl9MQeIS3Y+I77bcOmSQVfrlIZj/rQ1tJ6pnFron1iEVZY5jKDsOaCTiLgcKoKDaoRmFn6yez7CSTMLOs4DFj1LXt4dzyD50LoSDAY10paNa5gr+YAM8q+bq2C84JuHll6Husu9bpbFfhUoDdGhmjnG2t6EcLEZGyPRIHH+m4jzZD9IoXRvp8+/2GmcOSq/m9++z7797ek6rfusUmKG/Q9phInyn8bTVUOMtkCTq63uvotxeBb2tHxvT6HYQOOth7bE4ZwnrRLXkDoNUAfrQEsmPzT0xNYs4Zu2w217mJsDmkkRLMK4frJbAEWuDWieSmRHvwZfx1ppY9aoOLLZGwc3p6Nzbye9n13jSamnHAjI3gqOjNFE5PmBgKmHE2kzCmlFJiUSb+Q/mlbxii3aoXTG4xBjrUBcgZykUyk7r2UZldiKeg0l4CVaTlKqYPCRbuOZNcddTvcDZOt9kEfqRWi10wKMrOlUpBhqs0qI+WM1tQbDnC8PDIE20fbfUNNVfaEegptVd17rzdPXni73WQNKA2thefcS+JUIMS0AsgKCXMpYCb0JszC4EzdRGP/8Gz3M80imbejH1Ryo/j3EEjzBLP9Oc4ZOxmJ6XNmG8qoH26V5FwrY/b+5FwEtTAVSWFt0/IMHjKnBq/FHrzTfOwQ4aOUjGVdvJbCRz2PgO9kCm9BQ1H6PkJA8d5vXWfPPgqN76t530pv5GTI3sGHL9/qE4L9YewGb+fYpzOj1fH32RiOUsv5PD/O/1EFdpc0DplCldiCBwMwn/9omHWpzjxQSkHKI/W0VcByTw8CmEYBpUiUpT/Hg2jG6XP1195JZLCRpFtelxVPT89Y1wuSFkdqtaG2EXPgSfPsQGbJ3BmNhCLJ2yFK4JAGw+ZLbBMxBTajKkRjmLu0ZRqC5CCSCFaatAaPxjabAivBJSW9WsXQ+mRCgBVLyQrTDPuBEStdL8fTx/wBamuyFBb63oHt6zYmY2CE1C3QSpmC9l3slaxEuoNZNRplUkSETeHH2/UqRXDUTddgu9i3yLRE0OtuOxN0V/4n3k9ZDNc5eN2wwI7JtAGbO5B/ZmtsDMRZh8mu4SxGl9Z4mU0r2qXGPtU0NwF9iPCf/fQuhXa62pdAwSDO4/xaCVkrtctpGOHddnXSvp9XYwokxXyWRVxYzbX6e5jhx+MU3hCNI3HST96U3uNnH8LghzhjTY8DM/b5WWf9HUK7D4xD/0tQYzXwyHuOVzA4mIxA74whEvW42c4YwoQNiux2gFDGhj6qu/Y7SnREQOuYNhFgka+SnZJCKcLeuhSsMUlI8/lPyeDWFb1bIjkxwLpEBNb8/sM9UOIU+HR9xB9ecXPgYa+Id5F5tGiQG0Y07bKsrqILM7hh228ehNYV5LegvV7ncosmXdvcjwM8PIkk5mIPOY1YbdfRRhAZQvaUBikwBTHW236U6mG9j5gfIzqtNT3YstBywJOU+kxSmMYIts2ru88SadRzkMB1y6ZEUxZdZiNOc6rllCSo0xgwFIrLpmUwwI3RIGm8e9fKitrXbR+5rwzmqFVKlsY9alKu4+IYhHcSJCG2MSGWqrllCdyhzuhpFBkyM6GKHy4x+8kxekCPgllMOheFmbEvAvQ0afEWtS5MGYB7UUWGILDQECY669nWtUmc3KCcOQ3Pu5y8z+Y8UVsTb0EyQhgEOGhyxJTFW0xT08eYm38HpjD+trZn4kTT92wE/SB+Dwnr7Q46oSQlKs5vWCfCOsO+KextR+puh0F2zqMKNfycH5Hssz6adHXUEM7goPi5Pz1UldHn6RJXRlNLZQMFqS1h2phuDI5vcUihOc5sWoKX5mNG1812u98EElDf6JxGYR5LabBeVk85IK8zd0ACs6RktrKgAKO1AktxbH0asRZGAM73AOWRVyknYQQA3GcegGZl7eK5cb+i9R23280LsBj0kXOWlA06ZsdkXYUX+wJwktzO889oNG7QDux3gsAjJSUUiocQnuM+ZXUpVPipaappSuIOKi63FSWvAwNGQi564LMSEHMzhgQqmvtpjKuI0n1OkqHU6hX03iFV1tRu5ZoTI4PQXUMURmIeWybY1KrukQY1MvxMxZoXowjOcB4wZnWEt5g7mtpmUjhD8tN0zhtStrkQiRrdxprQ0tBY4doHuTzpjAcsjKEPOwER+Rk5F95m2jZiJVgLFiUQeHhfRQkedtwZnbp7a2WQBx1md0rQIDzVcKhmQMNjd8tkXBNAXWKGckzRofslSd0PO7uppDFv/x7wkblXDzggucomN9h/uroojmjDklclOCatReF9SMFTDdHAeAb5FCLZTFJjeF8kZ65pFRHnsR+odDgT6rdsCrNWc9wa1mp0SHtbO/LAKG7Q+oGjteCxIJ4cakgzRiaVWUEJahxeAvzDLpEL1ljQeyi8DlVbC+HyfMETLuit4fX1FWtJ+H2Xkpy9SmWz1sQL52ld8KTptj99+gRgeKSsa0GtGSmts/qqRlvRRlas60U35xM+PT+j5AxY6cMOrc0rhFNwciBp4fmUh/fN+qOk+S4pqQGe0faO2ja8fnnF/S5utPf9hs4Vre+weARiyQmUafS1FHGJbFaERSM9xT2wubbhCfnYErHBfwo1XErytV1ywbJapLejKrIO4FFukxIoi3GUmdG4ChEhRioJ0BrYKQtkRCYUJgJla5eQqADI6G2H1cxoreGyLkBvOpdZpe2E1hnECRkJXZl5Y7EDmZZDYFwW2X/o0AJAYph9ud7GmWgzTGJnqPcO4gZuO7hpQGFOWFKWwkT6MzQTE8YI3EmD3mSCuXf0tovHV9tRe0dDB2m0OjVNjc2SShtZUplTyUp4SShJ79i73CzzLwkKLcUGqUE2ZTIw6IQuzKU4RwCakhyrOhe1HXtWnTXM0I+shYi4gTqQ9X+m9aUk+7+1jswdoITWOkoi5CeJFr/vC4pGqhttWtdFfi+LaNeUxKFkKac06VvXh5nCQxxAuMQKLx3sPCesiirGDCVEwo1Bef0dco+BKeNDnhYsquDH6wjNfO81ICBt/01IbJZ6z+wCA1J7S3MChm9E3KDs3ydxCdK6rozWAsPplpTLfrpI76ohGCxgJQ33XQ7fFqKYmXmqqGbwi1Am8aMHZVyeVozllcCoREJYs1Z5W9cL1vVp1B/wtTBtb6Q0eHSXG0yhLItXATOJV7ylJIGdEI0WjHYGsxCszKT0c/YdN5UeSXaX50PSKmzdYgfgmrpr7QCGATFlsSUEvH/sA/mPY8vqOTNF3QKARnDnFPM+qWSdJJNt1gpjAzoNUc7KOGAxHgZfNAaSSqJMOD0KTGFss5YLwOfBfiK0Eu8dECUpIZTyq2VJnkE11hhwI3kf+YBqyNLbmsAl+15RncgSlrSAcwd1LTzUFQAOGZBNNnQ4B4YD6Hfc8CjmnV/fgl2cIYZ1tueONZ6lYmGG1m70HSCp55sySiDn7ppydJxIKSOXOVbCziwza26yEf8xd/SbQ/Xru5nCGSY+/oaXgXQp4vDMEdOz5+I1Y+wRLoqwVHwgoDIOp5i6T4/3v9H/s38f+xUZzfib3h3DaHfeiLPtRSWKQ1eNOTpixaPYN1FHVmhC3EalMAlrymVP32wqO8nZKSVj34AeUvXKxoa7ksaIX0pJXOtAoJRRNDLZMGGZf0JtFUuROILnT8/49PyEp3XFktVobJG1BFgpwsEYAsXVA2ySN8BapF3r9CrW39jSLEiqayixdFxcYbcO9rq/tTVUdbuVWscCJZlvfdWgtJGWQQlxkrw2KUHxWznkVmchOwasEJkxBAwJMmLXzhQxki0Kg8kT8YxMwqVs3QvcRRewkpy6qWRsnaE5U9Xp4A2ojmLOoaPAMuPjx3McmYj9iGu1wCSlWK0Ms7WkkTI+JY/a9lPB0FxYpi1I9Djr+jp8lItCbpqmnHlKTx7nfAz0YeQnwtu48Ri89sgwR/vmjTfm1NZteMqJgDXX9I7EPecKj55XjduY5/DKS77PIhOyyP6pCt+BXn+PcPyHg9eOE/UeRvxeh97TboLTl7ajnzrDCe2qxAOfaCPUSrS+oUa9xRze0jZmgv7OGCbmJxLU2/Nxfuhif0zdH+1Jm71bFKrGNagaSxglKI0pLKXghnnDdJXiJbXBqE1glcxaM4k0YVGDtWkpdtVacSkLPn36JNDT8zOeLiuK3TeJ2uRtO0FSQq4jhtlumIUpdCXoLj1heBiJvWlAOqJbtCHJgr0+gRBNTc2hthdJo33XaOY6iE0kxNq35O8pISW5JlJz0YSVQMPHEPfDaJdCe7OWEAlSxOGTatApabAXUVC4eTBfDGP2UdORNo9BcseaCpj+/ZY2HuEg8ZQaLsklF097Hk+Ln9Vp+xvzN+cHwd3ciErJiyl17mgtoac5txdjpPw4nh37W8Y5z2/o1WFss2Ru77FHbG/GtiMTiEzhyOAjI5Y0K7PmcWQK0QXV3t1ak2SRIaht9PdtB5f3rj+QEO9RxZwni6a/aVJ1z7WMszUxzO+waw5ahBJ8nhcdGKH6mAp3HyX8t8d0dt/xep/ZneRKOpHEZlXw/HsYNgeoVG2q+pAscskHA9o4sObulojASWojeF0FLbRj7RCp95GmSvaNuBS4RA/C5TLyGNk4a614WqT05tPTE56enhRHtuR/o98JWo/BCaDysYnV86iExhDJsTX3HIoHrnaRmHtrcpAxQLgzidb6u9eKu8JRElmqbq29BiiAFT6DGmrHvBZV2XMSrNiMm8Dj72NfnFicMIUjIZul8QxmNV5r3wCr/iWajO0nYawqIE1C0mAI0QBs6zmk4EGgzvaz9duZnTJDW5/jeGK7AyoatZctn1FrUm2vaNBjSip56xx17sgpa+nYEAXcR8oZDmfE4AT599DapzMZzt84eyGLMT9qB+4WjOAxlme4bEoFj3kvRo2w1qFFHtdd4KPBXKyPZx5dQMBHQr8/yhj+UPDakYiOF54Fh7yltsY2VNoJRNuftZMIgKB1dw1HnNo6SAP6eKd58f8RG8Pj9bZ2FPtydpjOoSjZhNb2NC6V/CdmptBKIqAo4V05AZ1AMOm5uzFacHbC09MTtudn/PDDD/inf/onbPtdMNz97mkkfvj0yXMWMTNYIrFg0rtV+uo9QC1EntLCbAlySapq7pZmYUhTdkatPCFP2HfIm8PqzaIeaGUtyD07s+xoUpt3ry4lVY3ByL0BOSHV4YUktRY2L8d5v99xv15xv93Q21ztypksWAy+gMBJ1MN6KcO24DJlS0dNweYkEo0SCtCfwTiAEB137YjSOcb5MGNtY+kLoFk2hTqKm6bn0CJndG/VjTBCE3P6RwHQY1jSSCrXFdtyTUrXWIhnB5Bdwh3EvIHIErgZ3m5eS0W90bK45qp9RZKxBnuEMRLukmYeFgei9EG1pJGs8YweDI0rfmYM4ByKMW1HGJf3MxUQ1AGGo7YF3TMJktE2wKcY6T8m7efk58ioTol++PwYg/He9adENB8/t0H5382yEL7TluiTAI6TftQMjDM/tvGAITps9L6x6DieI8F+7zJmeNaXYxtR7Ty+91uay3Hxe+9ab2EQG2YGskrizMjImt46aWlLuI1hXUWi/w//8T+4cwAx8Je//AU//vgDPj1/cgK/twbKI/lZb5ZOQvDzKO2sWrznKCFGeMI8dCzHu0msUnBdakWwMg+fQxY/+mm+HGmSeTWmIN937AF/7WaPuG/KzKq3HW0I4kki3kaSQFTKYaYElySNDMxxIMMGMTYn+cGMBD/Gf0iW06HxnWngb+8XdomQjfBYKnKNGxGvIMAEL/PgSnkQ9TMNxebG3JSjPSQyCbs3nvljP22/Wp8jwbO9a30Ye9y0B5u7rHCdpV6Hw4lEBKrWH9HW0GU/eMqYwBTEdnfMNSVs93gJpNMe1sLO8kAmYmDhSDkiYyekPmdjtfviXB3/ju+yuY3pw+PetUhnt0Uwq9fV/02agnXocQCzwTXeI5sMOBmzPvnIpAdn7S6hRsZwfJ8ZnM8Yxun971xnRP1cAzJS+76NQeAwdsnleGhUGBZtSIltlM7Y71UXVnSVRKDvVqapgVPUGQmMTCKXEHcVxyXytiziRfT09IRPnz5h2zags9gDPn3CehHPobwscri0yAwAVFZPJFiWTng070UN1FldIm1eciIwiWDgHhlKpDzqFuYyPNyQzRActVGDsCLtBTQoTr854qldg5+yMoRty/B4Ao3oXUoGeEW1ildMw52Ux4onHpqDkuRxUP1/YYsQfI7Ej3yV+tS5TITYCgYZM+nd0p3Lu0ZSQhvTsAURk7tFjquHPibXNlImLHl4l8W0IUfI4mEPh307p+sYdkX2IzrWYMA2cwU1m7uo/djnFg1MIM2tld2FGEToSdJkeJbVSrYcMLSAiJSXD/jIHDqYaSLMwhiOAuSjlH2kAyZ4CgMZhHiqJNilimBKEnsRnQ3MFfyMgE/QmLpJRyZsTCIyIRPQcGC+H72+y9AcOdRbBNMiJo8byGEivc6ZyvjONpg/4xrCiPZ14mpSEnikmg4HdvRRWvhHISQbCzPCuM45/FFTiG3Mczg8j4QhzImu2EmsbbwO4hF4Jxt6dIMAdeWEpi2A32eV0aQspzCGH3/8EQnkGUjN+6iUgrSb4/3weJjXFu4KF91fEfBl48akB9MYgnkdEUnal+YUxeCy7nmIzO3Wx6EeRwBGvQkjsp2Qs0xoKUUDgwD05inDjRlInwikhXecqrHkNOLmKABMnmTmEUdAvoKevpnJ+m85hMiN+Bcthxo9Uca6G2HjSSo04jlDB/C5Mro37VNt0xgU6ZyXTO4VFPNTHRmDrW/0mIr7OhI23+uhD9FV0/ZJ1DiOZ+GosYiNxGiODKLbXk8Ws1yE5YUYKDDQosZlApMLWrbM83kUz6j53B21t6MmZWIo81gjSaOeprmxZ+pe1TlgaI/RJhPn+zjXwMjua995tt/weUqmIZ7Tnm9d36UpfB+k8nYb8z0qXZw8a5NuazIWRBcOKRD6h04Ek6WlOThjYh+buONmmOfiTM+JXTFGhUEkQ7vx0IyNdowN8aGctM1OSGK7Ln3pD1wSYzckr+uK5+dnEBEuy/rAEHLO4qrZHl0Trd9G8AAg5RkTjwcijiXlkKNGi4FE7NYY316rGJj7YAoWcOREFNCAvwSLCj3OQ0oJ4ICdBx4+PJiMoShT6E20N+5aO0PbUiHEvIZ8adgS1OneS6LlZPUYi9GmNsfmSmkuwaYBsRKWER3MYS4D9o95XuM+dfdPGFRnRMiMoefeMJExRK+WuObHiGAj4jYnHyVCJqRIapMyGaeZ1cGgS72K1rrWySC16yQ/GEmz65pWDcv3RVrE5yAgxv0Z9+jZOY8/710xintyOz604U4XNFLPzP0RYzsQYLsmQYmthUzAAc6zmA0EYSy2+T3XH859dPaiOGcjeZX8bdkl5b5YLHz4yJ9ms2OeDrC/yzYGhjFJVMaRiXIQrbnPZwzhI2N+f9yzJnW8z1RM2yhHPDF6DQ01nB82KgFAZ6y5ABj4e63jfeuyYAdjaxUlJ9zvt5BgTjaRBBQJkTKp9enpyYmmHc7r9er9OUqMEQbKWbDyJWV3FzVV3BKj2XOXyxMYrN4YY272bRPmwvA01dfrFa3tD4c3l1jXGDhLYWJ1iV9fX8WXuzXcbjfZE5ASo5dlBTqjkpD9fduQ6YKyLNj2Dcw3dEqeP4iI4MBYF48ZcELDkNBab2BiLFmM7UtJXrFsXQvWi/xE4tcbUPLw6LJgurIkTy4nLpo0QQhmpF6eNBoZ47xkGvNbSsFSChKAp+cZOgLIy5Pa/rW1slxZ9vmMlQ9Dr2saxQyusUpZSLdCgzkZk5f+SXGmnGevHQLATYK7NrcXMY55vazPKSVkTeNRtVBNhF23WtF7RUoSSRwlbbD0QzyBqq+D0St7RwsM57gvj0jEUUDy73RDRYaaMRh70j5Tb0hsqWMaLiXATKal9oYlJWQCMgElJck2G9CF77n+lHoKdpm0O11E7scb7zv7ezzi+t2bAzL/jihZU+QeZGzj2xL8w3vDd+/dIwT8vO0zaenYn/eYSOjlPAaa+/DWFVVXl5RD/52oFAlWM6l0GINHDAEzg/tjQM+QLMmlYe91l+Rpx3kwxtf7Y66Zfd+w7/CCP9t2x+129SR3phUx+kxQO0MjnEZFNwCJRCO6Xq9C3ADU7e7znVVyJyL0dQV6Q10W3O87aN/AehApJak1bPOqmoJBAETjvSM/l0a0Lgk/XJ6klOVSnAlb1LjNITOjbrvPsRELG7vNlWYxGcRVPXOKSp0xf36mET0smkoSgWLNk6YAzOnN4xrb3zZXxgSMMIrQlfx7s1XMgl/CkXhGxnPmx5/UW4qINIstO2EWew+jozvcSJAUFpwyULTd0GcL6KwsyRwtj1ccQ+sN1IbzQVyHI3R3vEbksWqzaWT6PWoaRAMynTUTsyHNsJOdD/s9w4rzmff3ELnGfAw8/Nb1pzCF6YUHeORwpxPRCB9NkxW/IwNEj5NjcMzA0snv1UfteSQt8Tir2qMfUe2291vwD0/3xsu0AzoBc+PGmRYd35qb7v2R95+lf2DdUJIzhrTG7pF9DkbAHgE9fy7XwDQ7mMX4Oph7OMT+fho2gQABOcTAsyRHTd0yaTAQooSUOXBVkZqM+N1vV9yuV1xvV3z5/BnbvqO3OsbI7LWlXW2GVvDqGiVLQiQulwtq3dDXC0BA1brBFv8QZhodBKKMnDtyyyiFJc6iVaSuBmSWxG3d59wkc/nbjKCUpJh9WmaCF426kfghAWkdErQRc9Ps5HPVejs0g6okQCtLxlLEeSAHKT1FbzGdk1YbSolrlnTPvYebj30Tf2QphmEz54yyLCg5K8Sny9UTogHWxmbiXErJAwCzRbrTgLI6gJSBYsJfEi0ALZwnIimPadpCzigs62faW+sNW6uo1eZ2MKqUEnrrqFynNTgKbjOhHmOSe9u+OAABAABJREFU5JAz8Z3ni6DQxsS4z2ApayMamd8j6sO9Oz0wVWN438MY/lRNAZg7/zhYuUf+jvf94bcBHA2p9p65bQId6LYR/Pg7Gtdo0CuMPj+OZb6OTO0oEdl3bzGG0W9HqcffxrM4ShiiDfGJQiS5Z8zTwoLTpE07lC7l54TekxtmT9cwSMXJCcToi/8cD5H2xY2Y0ijMO8gMyaIpCEzy+vqK6+sLXl9f8fnzZ2zbHa3VsGTGOY1oSkpqZJJiPzkj5YSSsib008jYlCb4g5ldEZO1ClpQlqynzAzKCTUcUFFzgGa2B73MVpEIUgtB+3FMXxFxZqmoNjxfoqbwqKXCtRBbt1IyVoWllnVI6jm4ELd9V2bdsWNXOPW9c3q+RyeIJmiFkWGULKk/RGiQ7ztprWieiXB81lJhSO3nmWAK0zHvJQB9Th8y9UOlZIPD1nUVab+ROB+4zaM/PHvMS6WjHu8N8yC/O4aX2xiXa4lhD5hDQxS0zphCZD5zLMe57QPAqZaVc56T9AEP++mt6x+u0fyeSnVyNx4xt7mt+PtIed96RSTvJqmOdZRvhvbxbWgoEvOoOp5dRkzOGOJbz7zV3iyt2b9tI6j0rhs/9o8UXPRwe6hXD6TwTclZXRetSPvQuOKhPM7LJPWQREObVibPnEEOj9CD3CtppW0Rm8MhDa1JWombBpJ9/fIFry9f8fLygi+fP+N2v6LXWGpSdQatmtZaw75V5CIYdFkW+VGp3HDiGAkaxxh9wC1uIKWR4iP3htwamh7Ormm1OwV3RmN6WpcgZTNeQxnDG9JcGkQwEoTJgKjwiLzHJHMKdiFlCMuCdVk9TYng5oyas9ZwlvZSErdc4W+ifb7ldnmUlI3gxc+PWoTVlKCEh3N0bD9CR1HDieklBEqRM5FSAtroWzdJ2JmNeL7Z2hs8aI7CkpvJ3GZnCKthrpgW0YO3iLdXHjT4jmKai5H36UwjiHPMzOo2PtbenAzi/VFLs8+iFjoJHjrdRw+qb13/UETz8eLw3z/y/NQWn9kThrp/dv/EcEIZPfaeyT1vEezjpn2Lg3/r2e/B72aJIYyRhBE83JdsbBSkxqz1eofUYp5ZpIe0VkvTbKm7B/bpxFKZRdNavSACKUTEwYYZD+vDgaexeZk1OV0qKEU8LOIm31tF3Tf52XZ8+fI7rleBjF6+fsXr6yu+/P4brtcrukr4dh6EKaixk8Ww2HtRl8uEhKJGN8JaFmQa6nSrYiCuu5SW3LYNKSVs15vWblDioZ5Ujbukb7Y0G3nk8vEKd2o/sVrVtj7vrbeNxAiUaQdWVCXaUpKus8yBMTthCmMd2LW4nMVWBAA7yIlMaxUgDpK7ufmOveuwzYnbqLw/TffEz60NZnhyTBuXBSbG/ROdGiJjIINOSTRNVqUsIQM1ENPRQSfiRIR1XSWli3r2dBYISdbocWEGE3gUauL+tnHMdIAdMjQvr1yS/4y2hQFLltZxubtpbV7syuw20YvpaKOwfh9tMtFIb0LyewjF8fqH4aM4YeYJ9M7d/sx8HTWC6PMc7zVT8qNKN57TjR3UNEAn3qpInTx33q/w5sN330P4w0PnHM2NyRE2euiAHDqV8JkFN8skRk7JcNAP7Q1JIkqgOWdgt7oDY5MxzdGYrrqn/Ngf79asXaVEgBJNk7jigQOAyt0LtWyaiO5+v+PlRSCj6/WK+/3uUZrrugIs6YRjvqNIhAD4oXl6enKPqk8//ODGxlhz2VJbvL684Hq9IqWE69cXfPr0SXJDLQUZI+rY5j/n7D7wJRdnTBIpLTClMSzbw/t+hyZy9v66NGfuB28wBSegBskkCeJKyQIGRXtoWlshwQhtqCe8rshql2hNbCmch9uvYeuRCTgEEYiQrWWE4I6/pV6GxRI8thsJnOUDih5HNieePiQNYg8Mo7kzBO1bzNNFJBpCU0241upeew9wU2RsNCjM0abweAmBN8jwCAdFQj32vkCeR2ET0PrXtTqUGvt3Rvjt+zif8Z54ReHtI9d3u6RGInD8PLohnnXgLe6rb3hcAFJDqk/kYD4fUEge+g4eHiRv3TeN5+Tv41gMhpne89YVxvDQN8DzcTnri+otRddbeGAPA5KTaDqgyjjUZTXndYquBCwro5Rz7F1V0kQuDdsYZZMVcIt1dNlZWAJrIJF6mNDQJsAAktTYrWwJyyqIgdt2c++iu9ZzuN/voo6DNe/8ItJ+FkN5zmmq9WDQwAiEk3TM65O4lDIz1nUBpTx5zBjR3e53XK9XfP36FSklvH75CmbGUleBY7oU57GoWfZcQQRmMWxLRk+gK3Pt0cOM1VgIIcaqfIG5jWhmDOmzVvFfF6lepMa1LBi1n5NqC6KNmE1HigCJC6Wl9TZXTNtPEdZgZnBP6Kz6orqFx3W368jQ4561c2G/jSF0GCOzPRxhyrF2kZARDehFEhqO/TQmTuFLZteAORDIwcRUqq5VYKXW0etIvHfU9l2TaXOU8TDuz44ZBmc5/JpnpmnzL7DlkRY+Jjy0vuSUwEGYilpbhIfOvJpOCT8PGPoYKPne9XGm4NCEplaggeQTmRDMs5HAehbE4yNTMfX57DIGI8xhNMfWLIzOHpgLzM/IIBmNjqQhlfndYVOf/Rsn9z/MzTu8YF7843P2Lp2lE0XhKDVA51kW+FESc6ZAplFg2jS2McYGln71LtXddgC9GGas3i05jzk/QGgRAwY0JUVi8eXpCtl1iDZjBy8BzcpdanAaq5dSzhnr5QmlFDxdGriLqyacKWjN4pI86V5OWuSGxJ11WVeknKSmreLNrUm9hH2Xsp236xW32w3X1yteX6/IOeF6q8jLXeovQBlcIsnhnzCK3Ogh7ejo3Dz1gh3KrkzTNIXGzddK1qugpxCEZFpC666tuS2BhFjEAjyW/ZQUH+g8GErN9QF6eJS1lMjauT0IeGfCkO2zY1oII14RHmIIlGKnMEU3WXNdPTAF0wSMOQjqYNqA/IcDPdAC1CBm9e+nwFzGPrdo+Fg3ZAhONPVdoLQ0nSk7BwZLpWQZmDUYlh7tIo9OBdPsO6E+zrdVyzsKpzGm5Jh5Nv5EaCsyhMhUPnJ9HD4ynNl/A4TstXml5NzZc0fJ/OiNM00XhtumGTXhfxtD8EAid8nR50ml7SDJxl69pTydMYY37nzz86P0caopRXhN9+XQYkz74TFOHVRkiC6F69iO0kLnMXLbzHGDWbfcg0g/aF3WUDhEGTn5mVFyEQnY3DKNOAQJXSRYBinG3gCYb7jVbubewa2hdSkBKvipMi4Ay7rqoVBvIRK30rrtopXkJL72yCjR1VPHwZ2xbXd1V5WV710qtd1VK7ndJEX27WqM4Y7tviMlwrYztr2CshAdyoRUMzJLnYnEBErBB79DcnNgBGt2aOBR2BONFarpAGuUdDdvFJbxti5MFAHvTpRGLd8yCI1MvVRVsHTdvbME05XmxWksAMuYue0BVobHb+xdYBAmMUwnL3oj6yiIQCKS9CIwu5MyNZJYDvFoE0Kfc8ZSFqzLgmVZUZYBHxkkZqfETqrAwPFMy/+suNKgyzQeDf23OuVSanXHtu8PEeJ27uVzhmS+jYIWH5gwdK8PI9tsFymwVOopj4wLQgcZkiFYz72fxQRYWU87213bpjQxBKlRoXOmAhnIXGxH+nHmrm7L6uqrtT8+cn3c+0hmekxSIoBCBkb93iAQ47Azij+I7tiD9odKCf4sG0mbcFcTHWIIf2wnpeFy2bXerHyBYGBi/z2aONMAHj97H2c8vwZRFrFcjJOyo1u16mEE9poDIV+QiHIC3TC7l0VU3eWgA7kUexrMJDWhKeG+7+NQsfm9M5aiPvIQaU6S22WUtKIp4S85A02SySFJ35nS5HmTiNS/XDZdbRW1MmrXYJwEtH2Dhevv+45Wd9RtR98buDGIMv7yl39yqTKp9F9SUuhqSD6tdVwuCzpYi7gkl46pSARwrRt6r7jdbvjy5QuuV9EIrtcbtm3HvjVcr3e0xkipYN/VVZOB1hh7rcA+tAJhPhklwyVSKZ6elYAkbNsmBnFT+9RllVmIp+A16mVCA9M3ApWQhQGYS20pyMuCsi5CRJO4ZRKJ/YTbKAbETV1zK6PtDTVvqGUB2sDgO3cgJ02ZYJoCT1qF7SvbW/u+u9GStf9m9JdjJZ5Wy7Jg3+8aTGfBfB2XyycY5v90uWDVwjNUlkl7SFQk+FAZ3JwNVCCe2nYwEbZ903s7GjenML11SQyoUv3eKq73K163K673K663G17vt0kTsz18u91gkGfV+IduTAMdVpcFBJSSPMcWkaUQCUwhBYiIFO7SdeMOlJSnqGgUXSMaTIY08LBYfQatJTFL/gtyFhK+aTVCopHxd8BYI+nhR64/aGg2WGKGVb6PVH7kNaz44Sx1P9osjm8ekFZ8Zm76/d5+lPCfSVnfuo4EHSEr6FFyGwd11nSOeO7UF8JQvTGeo9Cegj2jDyqZUCY0ZA/m6uhgSki65pxmF7eoqXjfQF4+sathUx4e1cyWXICFUVJGX63Orm529cHPKanE2SVQSccoaTMSdg1oq73jft/R2o7b/Yq7/Ww3ZQavWod6x75LlsqcJbCtlAXrWpWRVCwXiTy24kN+uAN0FtfAbT56ADtmoYHB2JsQUyYGMlSrNil/MFfXBkr2QkdWmKV3sREJA9CgPTVO7rvU2e69Yy0LeF1dyp/sBGwMF8gFaI1AnJDajJk7nMUhhw+l07X2tm28vgeFEJYiBK6UooFtVuJ1QDJgqUFhCR4l2Gzk/BG344rWK+5NmP/e2ijdyYxM6i3FkLTZvWPvTZwJrq+4qTNDwwyD2Zjj5Uw6OjJQGKdD5wHytWd7d5uKn88uji/JjOdsY8c426SaqcO66mGW8nBnxjH1zbwXrb/xbEYY66PXd2dJfQ+P//h1DuQc4RtTwc3A+WiPsOfk7mM7se/HjfvWvW99doa7nr3n+G+XBg6fnbc/sp46lKS6Ujowvqje997QuSo81RyWkoy1j/PgEkyYl2lTAeiUJjW7kzErVc17c7fGU6iMNAdOZ01mN7RDh63ItBvVhszfWmGinDIy1BConhmGW0M/b81y1OzusXO7CVR0vb3idnsVCV4L/NhBzEVSgct4Llqj+SZSubp6UgmlT4Ew3/3hELr/eIa+J0AgGixGpPaBTEjQbKo88uwLRiYQlXvkFI3vwEhXUHdJtdxrQ6s79s3cVyv2fcG+F88MO52Zw1rb95FoiCbW3lnT4U12tHeJ4dw09oQlW/W+xe0IFjxmUKg0ICBU52BP6Wpv6gIBSURyx/V6BQBc73c0XdNeG9BDVlWD7SACxKap0JkZtQ34KF7RsHu0mb21x004trUBgE4sez7UnJCTPeZL9tRM0AEgkUW7zzaqM4FWxgOFEslFQIc2MUc62zg+cv1D9RROiasP4C0E/7Edeexx4Gf58Y6M4a2Bfu/nf9b1LSnqtC8kEhusOhUDwyqiByi91Q7DJsqZKOm/wmaW36olEGlFuse+p5Qc/TDCwSz4vjEbkUAN3eLpx9p5a0O7oZsZ0LrGbjzSTbzkkcnTs2EAXhFNoJCGfbtLEJwSyr1u6mo6qqlZsjZxLS1YFqB3mYtam9ZLUJtBApa1oCxF8OA8jHdmT4nSd3T9G2MXmHDanyrVEdRjKLGWkJ21LUzzpgF06tjRmT3i1uMXWvP0H8bsAJkbKyc6NBl9H2mqFJhXkBlOR1+M6Mz7YsAyR3dNI0S9Z2lTjbGWEVYK2Kth2QQW00wJTtDUIwGjwE5zT7Ha5e/b9SrM4X5DVW2h1Sa1dZhHhluS7Ki9d6/K9l6qhzMB983z6v8eaAmRatAGg4e1TIBrzsZ0O0dPr26HQyG9Ue2tkwZUKpwaNQWiJnuEyG1RR0HPrv/b0ly8RdDtcrX78NkfoctvLZhJ1t+zmH/k3e8Rd7sn/rb7zvryoGHAUlXIwbVD8tb8Rmnfre4utQxp3jQNO8zmvUGJQP0I+YS/aMy3S04iKkuLXe9pLFG+h3KF2smDZqKWIVIjN+s+NmQGkLiLLIYx0xQSd/QuxXOGTaSitg23+02iobvYZmrbcd/u4mVUK1pXN9wiAXSkNpPeRcvY7lUC2Tqj9IZcMtbL4mm5QYTeGyoDHYMh2TjNCAtAC853m3IfNzO7XW3wvo50UvnL3THdAydBtEfx3Goa1LRtm3iSaL4dYDA1ywk17BVW/IVEY0myZ8Y4ol0NCKthyzgkV5V2c07TOTama2U1hSkklCJGZUuLndU+Nfam7XmdNFa/Ly+zuUvadq2lLTEtG27bHfdd1tiZdGXXPsxOxprHq6sh32p7H8+Sj/zAGM4E1ce/j/M37Ki2B7KmMonSv2VtFQleoToA1OZzmRFiHmgIIbPwkLRk6YgtMU9F8DCaR1vQe9efnPsIvr4fvd5iKPH7bxHkjxD9GYv7NkP7nustFe+tv49S9fw3uUQe2x8aAMLvI3w192nk+x9ECUFjcKatsJD9bWBVZHSsOKrAIaLVsHrlE6CMwSmiGIZZPGdgcIRu4pzEqwjK2FiZTSd2pmBFe6Culr031Lpjr3dsu2VQfXXC0Bt7uunGDSBJd7Es2W0HpazIqaA1xnaXHEvbtktMQO9YesfT0ypERGEpgdK6+vPPWpFDRoAHRkVYaUAysdAKkLKk37bKXxGqEKNr1jWwvSBG1NYqavCgAUtltZxIPUskpUeEm6RdDmsNgEahG9GCZmFFoInme44IQuh1RphnP3si8rgSK42ak1SYK2WZYIze5lxBRIIIONNV6Kg3dUbYlSnsFbf73V2K9yaMQiL1ATRlCEH4MZfYyLxycKGN/Z/P0SNNmIXQGamQvy2gz4fme6GDJqYg20U9hLQ/tXZQ3kMVQrkyqTuy1n4+61/OGanM9ShEQ2WFMkflto9cf3qN5o88QzQW6s2LH3nL2wzBpI33333cyP+IBvHe+OMGeo8hTH1TDUE2SYdhzbMGYu3KYYpQ0Xm/ZqlFZVXVFtI4hCa0Wb9POPsZDOSudYhrMzZ+UoI/8EwaRkYKaRH0nWTt2oFTQ+K+b9j2G7b7hvv9htfXF4USbtjr7h5Z0tEuWUPXJzcmf/r0STF2YN803UO1OhQWv7BpHyVyOg7fYTWDrpSQOzyjzBTA5ENuv8VDJDIFRiHVALolPbMXksOAY1k1ipkYOWtEOqwQC6MzIZOtIVyban1XSEfcjZlY0pxAgt2MmXLDwz6NxXVsf9q6zlG6mAKqWD2rou3hrcvOYLRd1d6wq/F8227Y9+rRvm1XG4PWG58bs18K2eQ8oqED9Lr3QRiP5/EorB3ve2sM033BdgboftZTaPu9q+HcNBfRvjI6DVuVzXFJ2V1QE+r0Lnt/SgmpzPEfpRSpA0JDI/3zmUIPBl8bcJBC2SCQeE1cE5F2jTPHs3LBgNsS5KzNi+bPT5vtkcgeF3eSek+k9OPzx/c93jcMiA7fwH4Po+wYXfAHmghOHIsWqOESxt29VUFwZgkj9k1UfesvrJLh6Cfk0MizFtcAgPqhLRsJYPIhm93C4SqAimgj6Bj2AR7JiTqJ+yU1Maxxl6AwYgvYo6lvpjVIhK66bFqw2esV2/2O7X7Ddr1h70I4apWKW50HQV5yQVkk0O35+QnrelF1mtBWiBdKjbl6huG61t1HHwnbUfoXTF/sGYwxJ8fDakVsBlRDKEXKYTLUlbRapC2JlpAykLMk1iMzPJrEbnuroYuKpoLBCLYSWEvXlNrQNHpDY9ECjCmAxZ4Vjc6x/8bU36LtkYjZHvYNgOGpJprrOFfcxe7BDPQu3kTGIC0dyX6/Ybvt2FtT+KjiVne1E2gMjJ4Ni51g6uIm2+EpPyKezz30ITD5Y0LACTp9gwYdo4iPTIEoqdeYQVrsaUZq3cVQrvuulCLBeOp5l5Kc8Z46WuoaixPcWMcKyLq1gt5Yfhb5XbIE91kOquMY37q+I3htZgiCj0bpWw/GSbIp+/qIvcnH5B4L9mkkv99iCgPbPHh8hJdFb4mztt4f9tv3UZgMuy/CAZFYxwFO/zyBtMLbQ1tdmeRI1xtxTcBqQIS5CVx69GFoCtJhlmL3b/SBTY4/jiEpRJSEkDkHMruIqq+pq2Yg1QU9W6s5xVp/Gca8IIUVu3gc7dtNcyPJb5Ee7x5NzBBoqqjn0rIkFE0lbfWnzZdbsHU5iKYhmFG6NoVleEjIMXeNfea5oxBSZx+WLRJK+V18zSgRLhdL0SER3m0X7YW7podW7j5LofP6iOHXisETNBIiuCDOGWHNz18Mthu84iEIJRX3YomELjIIhw5pdot0rfDg3RIJrt3XSGJxREOp/r3lwLKYjda7R7zb946Ld/W8ggggOWeNnQn0iWf6MOH5wQX42L+Hvf+Gpm/Px2dnBjJoUEomEMoa2njq5DknxD4txd1Wu+aPYkrouaPnLJArji60M/rhmgNJnAUCU/sozftTDM3hg8AlXZ97F9mR2x4JEgWM6S3Y6D0cf+qDfucETj4Zkrvd7zqovttVlpMBuLp+rk18a4NZ/96HoYYxM0ZYjhB8YQTfYnReNEg3SSISKTQldGrebmxjwHJdgtZiHQcioAuEZbCWSZPdk26O++dDx26vkB/ADLPGJ3ozYqCG4/umP5IvSSQshXnEcqpVtrTU5bpgXRc8PV0066lh90Mj2HZJebHXXeGpze8xompzERPDSSAXuY1/TknxRkoCErzfILN1lQymRBDvmdKw7xW9yUE26TImMjQ4yYsa5WQKqjqtyPy711YehEOIn3rzNMsBNbKjDiJv/GisjdfM0JWztkwIM8Ln7RkxxqyJ9y4BiKyOASMDbEfdq5Y+lQe7MoWu3lWWotf6QQQM7UXsXV7XwLXzcE1jm5Moxv15Bi9HaCvOVWxjCJ1wqdw0LGYTe+fYD2GM+lthJOrDdmVaageDzKspDSH4gW6G/kubChedCNLfur6bKRxVqknSDUCQdZxM8tFrEJvY2Tdf5tWjzpjAuM4J7gOxpAiNvE3oYQYNJWJREziT7B81g0dmdZRKjmOK7oPx6r0jlyyGKBi/Mj9oqE1gYNz2TJyD1pqmZVDDZM6CYROh2XEPGz8yIPkAYCL1oVdCngBSxhC1tGSJXHswUk7jUsnaGYa0FT2RrA+1No892LY77tuGum0eq2C++Mzw0ovrsjhTWNdVsmW2UcFM2hImYxJoU3dHg+uYGTk/CinGHNybhFJISd2U4K+4XC7+7pwzuApTTomQFmEakrdJ16d0pFJR95AMr8s67VopzqCqUoqkxEhd3RZt3gViKiW5C2N0KWYVCGwsLjmDkBATJQ7jeWQKUPiyKezTOWRN7VAoyCJ3yXNGeZqMJtHHBlttuo7iUiqxBHHPdnU37V12aCbJqlQSYeviAWWBgjydpTPvvnHuj4JihAbtM5nPNBnjI72L/Rzvks0bz6HZ/aAEvDVzmlC3cwZaExuMtxc82ib7mgrcZ/ELpr1a1HKkN3G9j9lT37q+u8jOmzCDLk7ceACmz8LdmEGUx3fJBgt/v8EQBnx0eMPhGZNSzYVzZgo0sal0eC6CNMeXnUFSbxH+x/48thFaxsgO+20s8IzZTozXDus3WzprfKCC59rIoOZRfY5a4wTnWbPUYYn0Rm87eq9aeEehBha/bu7mFmrajebnN6gmCzxjjFDqPG9orWPfK67XO16+vuLl5YqXlxdPo01Eaii1+hJSQP7MWCrne2TSBEZyQfPLjwY/IgK7PSCpz77VMRYtzozMcYvbGGS8Mifghr4DtW5IWTQ/OyPmkppz0ajh4gnQBLPOaH3B0qtL9Sa0GVPovQeDMXum1UiojxBT7O/DtmGtzdHGnuhtn4RKO1050ouglZUidih0Fp2wkiqqeo6ZRHPMSdNQkaYSH6k7QIzE4ubbDv2LTCB+diSoxzN6FPDOruH9lZ3BSj3scSZyHhok5ezeRwO2zC6AlFD/OgXGDwCr1v2e1q5rGvMwjo9cf75L6sP1PgN46xL4yJ7/5t3v3udEm85JJul31ktzBGF7huHu1ByeJB7PnB0KW/j3cMsBBVlQ0YjYfVRrZ8mVXF1PTmCO5QFBcz/j6I3gzJ89MiB/P7MGn8q/czgw3VL+aDCZ8F8GoSOBJU2GQXaGvYT2jThUxZLF/XRk/IxquT/HI/VF9AiqVQx69zurVCrpLa7XG16+vuJ+F+N1aw1Jc++L5A5nChGTt7GjD+4YD67dsywLLsuKp2XFUhb/vnJzAlByVnfUAcWY8bG5sVUrpBGBNamdSc2wKmlEng8qejnlvLgtIxK8lAgFGQutvsfsjBHP6aIjUYwSshGV47gfNXI/STIuizLWWA7RWroIByRuykzJUEd5nywGuGjVQGpoXRmSJkyUfrJL2EJp5MB2ZTiNNR+SaoGdHzXAKJnbPoq5id4ShI/XEIiMHlnwXCTM4ops+yfnDHZ7UFFbn40kSd81kNEyzLqtKmXkLIxguazK0E1zSKh193ki1fQ/cv07MgWZoDPZlAOxj4z2UbWbPz8u5vgbAB4J7uN7FQo6MBDx7KGJcg5JBoPnHFCQeN/xPWf45ENfDv8emiiByPK42MZkf/1oezDDsXmDZhWe8ef0JVElfvwZzzheGmMiDhqRlXS0zwfBYyVm9WG8SaEoJGW4GMZQwfklJqGqtwljGO56D/PJCg90iWr2vsACoCru9w3bVnG/bXh9vXu0LJFE3VJag4ePSmea6G7k4B9zNuAVmgiJEadoYxAmMwgCoOk5WDSgkda5o1YJBKxVILGeTNI0O7562ZDBqkJ4TEuctVZ4kJlL9okg8U/sXmoEcoeEWDzHGIQV+rFGo8ttTPnhzMOwfgoG15B64kFqZUYqESIRo3E889UIO0Fw9Qbf38f+jsSRY63MBiJQ12wsngPKxntNc3pgeNNZe/x8aFYzHYiSve0Fs90wZJ9RygqFydL23q3y6LTnRpnPjFKkup5ppoAxBfK9aLY/dy75xvVdRXbOiNsEjfCR3H6oZWEeJ2rYGVwT+3O8Ttv4BqN4q+1vPkeORE2HIvbjKGm89a75bx7eWDQzzeMzx7bJtQZWInrow+Fd3aX68XOmc4lWMgLYpGtmblUcebIo2Rx2l3w1nwTI7tdDASKPlrYANftxYyOLoS2lBFZV3AkSizuqJU4T99qRKsFyId23HfsmuL1IquYyqtG2JSMl24uajkAx7w5LM/EIBUZmwD0kcjvBoY2xtF5RNZaga04feUYM+iJRkxJ1CXaTxIAKW7gBRnWv3mFmIGNkET6WjK5JMpiWBHdvJfgqEqRCmRl6a1XGE2Ul1zzUm6g1Z9DCrBkW/QwNSjN7l+8xta0QZ9nnDBc44rwBXVJwJ5IoX3NcMO24W+6ouKfh75lhoGA0ptlLytbwPdp2vAYTgc8dMGjBse2oXQ6tbkBAkioeknom9F0ekvEkSuh57M9EIz9WZBTjPdDU2jO9+Mj1hyqvnU2eSOHfDxPZY6dE+CPE+aSPb37+we6dSQfHyzQLOrnvbK6+PQ4ev2OgBgBY7vbgbXBc4MEgEtwG8c58GPGYDiw/ahaR8UStbz4YrjYpA4Hm36/De4S7P50ImmtemQIs9/0oQ1lrRW3NU1F7mU/ACSB7/iAlAK1pwJZJ39Le9XrD/b6hNQZJSRYp1KPph1dNgmeGwUC/UM2AaPBEYApOaLomYlPNyA3Ynv45uix2tL7jXjf3VXd/e0vPzKSuidn91pkTWpOxWr6brtZKSTUtayCV63SeU1OXTXgg10j5DV8rk96jwdM9kNwANI5Pawa3kI/RGJgxH2adjwNZ8PobMHp3gARVA+HGzggsltD9RJwRD20k+kzPGpNBTBANPD+my/F1DL/tO+vT0eU2nJK3jtm4orQUnpvP7MwQInOEpmovGofAHWJ5BwXNY056F5EDe/dDHNkb158GHz1qCjQIJz9KnxOgP33O4+sDkXr7esSbR3PnGsVbUNRb9z3c8+ZOsB0w1PrztmMTPP3Y2G1TMI9YjPf7SdquZKvs3uZJLx82X1R/AdtwZ1Gpb+OsPLUdf4zgENIEQTDEcNxbx77flSkIwYyGzaTBXD0l9GbvFliHWOpIt9ZAfZQXNbhGEt8RWtAEcpIkbVL0RVJli4RsrpKhTGOQ+qPRcew5cgnZ5mUubWnGRZGca9tx227Y9w2tN4cziTTGQCV0EEvlO2dYKhxYfqMu+6IzgxqBuaJKDUz1TBI7QU4drWcULsjaX5EwJdGhOVZMsA4wjSeRMkfmEacRqpktyyI1tUuwZ1AIrDMtAxI3kJU22Pwm4Shz1K3ON9QF2RICdn1GfsPhRUtR7cKJS+amHT4GcEWoL/477uujoXmsPR6O15CvYhvs43dvLE7oPdjkekfjkfTQvOE6yL2VqgoyluTRGOjZnmwt9BPnmtBb15/GFNgXXS4zgg24IdyLN3hCYCo0MZj/Z17s0u9xd/B0z/FvS9lMmrFyklygkieGOv22lGLtDgYzNqTCKAgwxqGNR+hKsUsV70xa/LbXgko0CJJbuCbi4h4Tmi5ZXUJNO5CUEwIbQYkF5SxqsBpbG3dwyuBUAAhk4zmQuJ+8PyMXqIQs3jWJVFNYhOia1CvaRUVrQ3KMEa+xbXfxU6nYDp4FXTmT5QHfUCI5+M0qZTU/tERw6EXcSwvWZcXz8xN6b1iXBfdtAxuz2zNaFc3IXDgt8yuhg7tJkU3iF/aEsq6Qimgy5kTwfP3G9ATeyBMkAZXMoxAxuU7aD5kLq+wKd6u0aTMvomgD6ewKclKAsYUki71rQJu7FpuGFva93y9nUmw55PEavpYnWsIDFHgQBI/a4ekJCIzigSkQQWtSua1CzsrcniR6HIy29z4xBdNut22b9iYAlH2DlTXtnVFKEo81VfG+BWPH67tcUt+anEnqPkjGpJMS7yXBF8ZNPN8/JpTxKGi/LS0f+3Lsq6jIb43wsa3prUFK8PsOjOutOY/Pjjk8Khu2UY6qrxJ19TiZ2jT1MPbCSma6hB42/2nnAFNlpdhPV2PhUS2NczOgEOkLYOhqd7fRoxqL0N7hECoxbntFr1UkQ7V35JxBrYONAAHoWfLnU0oOfazJCtWvKm1Z7AGhtwSi5kREmMJIgeBqNgTCMSbDOE+BYPNt6ajtkLsbpNpKLEleTgVLkZTcZZEjl4hEahbyLW9Xwmj2k5QSyrrg8nQBq7toLkUYIjfsKWFPWWpJYEPbGbU2VKVA+x5cZjMhl4SyL1j3wQilal5yV1TzbrH1cs8538czIR17QmfGI9sHlJi0oqJU7mWxB4T1l1yKj1qmMfneJfLbXJRNY7Fdl4Sbar+Sv1sK1ag2pdofmA/VIb99TZr0GHXQ5q3fCO8yjzyxh1WS2uSlFiRND2OxlwmCke1VI517R6+qpSZL8Cd1JfZWUfoCqiMPVO8deSu+hgCwrqswyPQINX/r+u44hSMRsg1iEybwpR4KskyFRpTIVQnHZEM6W3M7TEkcGGHPTB3x4wtDVOa1HUTX7iIjjJ4MSJ6Lmoypnwz2gDn51ja5tqUvZYYu95iNoOfoIedpvvzg61cjlk7+kJTW+i/3JRdCK8LW8N5wMhaIvRH+cFxlYxAFwmYTluCpLzuH78yErJin+/Gat4gRTyGg5g4rzc4eTXYxsxclB7H42AOiEXQ57HXbsF1vwmhrA2twHmGsE2WJ8OyQ9tAbCAkF0hdXp7mjgdDQ8XR5xr69YClpGGpJiGFZrLiM5hyyGgYpA0ncYLumOPY9RcbcoOsD5ERgJNV61GAMgCxzKna0tuDCq0A2WQLgOBUQSM8AAIhPumfGzBnLuiKXRTS30pEWqaq2bXf0It5WHSyZaJO4YDbN+upau2p9ORPKVrCVhLIM6T6T1YDWanSe0bQ5oemA24laFTuInVff2La3LOsqRCtAGgyYu1TK66odAOqFZoQ+LLrsK/JmGarJ1C4V+5hRWdpzOmQEQoWuqE0AJDau8L5JUwBUGDI9Vs65RZE3Fcy6eqNx2E/SV4VxoJHp2mhXukGQYlCXvHrwaSoJaA15Lai1Y1dPNINOWSHhLNOKvTak+x17GsV4AAbVNGlskg5kaPsfkob1+g746CiJD+JgLzUtkU06jNI7IRwuclrJLXBhkkMoEZCDAEayKzcPacS/CblhzABqh9YYQwxIsTH4nxxiBugoGY4Rz9IFaRwDIwg7uq/n+RJME05AXcowjSg0GyV9Y2hycFRCDZ02NZzY4CFjXMqUe2DAOnWyHlJnFia9hXX1/5nhs+NxPWWh/f743VGr6izpnU04AIkA0CydRd3R9g37/Y6ySOQ1tybeMtq2a1aaJp5yAipp7QNCb1ErNHfNpFGeNyWMYm+w9S9F1G3xRNIi8lpnt7BU6Wq9yX42NdwD0Ww/ivGSEqHXPjMGSyeuTDdnQukJOS8oKSMVoHN2jcsal0JDxf3SKS8DAutN0kq3ipYzKDdQVwZvEdatoe47PN4FNArfKDHJxYhKVk+WjKz1rZdF+pdzxqdPz0FoE/fi6gn8NJpcIceUkkS+k+3vJqEdBWIwT4SmW6f7eQj7p0uktmiBpBHzc6bWlES3KikrQ6zuBJCcDinR76xJA4fbLTMj8XCnjcyk6x4xxiD3d00Qz2itI+XkLsOmzSTTrB0+NZfUcawYQGJCbRULj+jmJRNqa1h7QVW3ZNEUeghwNBxBtAkoc0wkjD6eNYP9BG6UetFWT/pPtyl8qEGeCf8p5PLG5/H78Y/4B2vbRkCHGx67NHt810Rr31Z5D/0YjOV8zAMrjFLI4zU8TnS82vcj4RQm0NF2NTS510qYguCDHd7g2oHdK2SqY6zE6ItpOfbvRBmS7aIrk2DEClzvqZ2jf6RE8/xeMgYrQDeYFWZp8MC0ViV3PnqTzJYEzRAqhETSiLdpRESiOdiB5nDALf2DZSiVyFxJRz7c46PwIO2J8dmYDgFVmEulCtHIxr5ojd0AbLNPJLk/LO9Ms9QUKQFB8xspBwYER8Qw2Z4SSS2IlN32kbNK7D2hEWNZClqrbngEA40Ne7ccR1YTQoSLRIRKIVWCeiCBye0r23bBqrWUjbg47EcEc/U1OIYoefEW2cvd94I/S0BPhJ7sGVKmATCS5lUVg7AXjbF5IrGtFE3VovF7UsFN93wmKJQ4Ez/2bad7VR0S4h42l1VSCId1z5uNRewXohlVJdS9cWB8cEhrQKvDfdgZn0GNLMylKeSYqryjVTM0yxFveq4Ts7tDGxPLJcEELK6yJl0FkJRSCPhcsGgeLzqkO3/v+ocNzW/h70fcMX73R9rUp6f25W/AEZHwDm/D1dv3r+/FF10zoLk/p/ceJedgtKQwDhOy4r3e9UkVsYMV7uWDxw+ObGFc0ehrbTKR5HMHlPnM69C4njJeq5LVNTbAomXH30AiIajcxX7QmbG3htv9VdJGa2Ut65NLqiEC0wzSI/UDa556uaehoioRtNxB4sUjwVGtSaK9WoMRH10lPMJCBXlJSGVRwt6RMwOW9kFPK8HwPdFOBmE3g6b6+beGVsU9tFeTZgmgLMysSO4jwiBSyfZEyPfV+o7WraavGR0PLpS9SwoQTQ0i9SKaOywwhCHbioyjwT7nKSWke0KrHftSUYqsg+2XFJlJOFIMqcvKDDQ0kapNG3ViLJG2RITEszuq1NTLCs0NN81MSSR3fW8uBUuXmBExxkvziZJCkxSkQIMhMDRT8BSAqV7SIlgaztb1UQLaLvCOaaDgpPY6oO6jhvU4C/aw0QPpguUlEsFFz5Lmt7L56V1KrBrsF+lD76RKlNSaYGbQRkNjNeGtxcwIY280tbXkN+jx2fVdTOFI+I4vid++lxvkyDQobIap7QOhl3eMzWYq3NgIZ9eAn96blI+oV9/zPVsHTxhZ/DeTuGVSZyAGHL3Tz28Zwo0pGPN4S1Oztiwq17yczt4thM9gNcKcoTV+Z6Of3xG1pq6GtF7bqCSm6nTWQ84qmcao4tqqeyiZC+RxPiQyVDxqCMOAal5NzNUl3X3fXaDwvkFxeYO6jDk6IRWpXwzZiul3wZhTSmia9bOqvcQYL/WO1CrKvmPfFuS0BKP7IA45i7pvyc0AgFtH7btWhGuo2x23203HtKPu+6RdmguvxQt0ri61RlFDxtyneWRmtFoVhtggdTdkPksuSJmwpDzN+3SeXUiTtokItZHkLIKk6XZmppJQAIEnwUbaBqBaY6KEJWfkJEIMq4aQwUYTVWuFgodxP8K1yLjvAQIfvPvElgRYwkIoQZe1FsFChh4dKua0KAbbxi7YfoqCzYgxkeyxY/zz+et9OD1w65qyXm1CRRLRu0aXzOBs9PXbmn+8vltTiATl7PMz+OgI1ZzhzvG+cT+r5DGgI7977D8cSahv1oirwJXEh8v6+j24m/cl3s5m6FUVIhAW/7G+uFE2GNzVW8HasbbJxmTzcqiJ7JoB8whzC9qE2R3AfOiuqicPYx+Eahxu9vxQ8pwSzCQTnViV9CoDlVq9SqSy3hc2vRCpIeECDTHjqo3ZCVVkDkrEnJilJJlONYK5ZLENMHeJ4O3qDtogaZbRNWgsuJxqWgwWagAmiEpfTRMwvLiDqzzPLFkuzTYiDhL6XDPM2rQcc4cUF1vKCaAFBQZpkauKsszGeHYYxNSVgNddUoq3fUR9Mwt0sJSsbqYyh2LIJ5HiVcswl2jbkCMOpovHEhNS7mgtoeQdlIClSO2GzMm9Zw6+OCLpA942mdDTGjpJRl6DKD0HEkgAJyIAmvQwaEEjV9Goi2DzzImQWewGFCR1pKBDMo9SH52dkcRzTBCNUsYhBnGrwdHarnavht21ByHK4p2mgX4P0LB4XEluI629QQBD5p51vjqLIXoE4sl5gjEjaBwKG5QlnnipA0iS/oO72ENIiSJ1ETJT75A8GQTQeRbms+tPzX1kqpr9/a1ORKJ2Kv3qfydSFlAhTM/Q/BwFI7Lry/N7z66jHeC97xg8fcaAFvEgh5WcwI/Xj3+xBaaxqPrm0cIPN89PHrQC+9t9sGnwH+mT7bb5Wb1V1f/AwB/alzWQe21Hs88xAYLHQufc9qHP2wxZyIFvA/bg7m6F0t54wIi2FV2xeIbIFECEXX28t/sdvK4oEOlq0XlpLJBOrTu2XdoBiSdJU1c/cXmUaGsx2nb0XXy9iczYLeP3+jqsGHHrMPuCVY4zLcI8TVpTxkCkTAFgzprhVAUZAdo8iKvfz4LF2pQGxJiGu7G6L7z2b99DDiezu0h21t4bRJmxcagba09gzth3+V680pT5MNDT0dPN5mjAaEmT7vVG6NQkQ6lmxjXCz2wCgAhEIy7EmAP8DCXVCnJKWnegI7HYF3oUKEOdY0mFoltaUz9AgwONsphjhTwvpU/N9kBUZZ4YKjAoA9U21STh0N84auxemCaw2b6Ogqw7lfTxmc2f8BkVGL1AT3hhV0eqQCt6ZzRioPUJfp1p5fvXn8IUZi3h4y//R64xxkCFTm+M/2A/yG9dkdAeNZcH+OdI5vl8BuRxY1ImnT0SXrKifaYFHYi+EeyzQKqzMbl2cMJE3hu/70jpth/MyKSlP4MBuqSldRaMJbluxuMA9N7R9h2SKE80hJyL2AiMmbNIxvu+436XWgr7LhCQBe9s2+bS9bbv2HvHdruhA8IMGiOvO9q+43bfcLvfcLvecN8q6rYBSbx1eq2gnNH3Ju6dJPBIaw1cu6roQrylLKJEHTNIk7eZ4c/mEEPSVV9yJoDUdtLVtZE7o100ojqTGnIZnUXyrLWCWvUArN7ls5RJitS0Bm4jmEy8lqzw44jEbapdxApmUetqbURg2/f2u9bm60EgCepLjJRnbdaL/yh0IVumI2VC74CggwxWb6JuhFClYi8z2iU3lKRONyOwEL8MERxKkhTYrAwhA54qBEr0j1G+BqeUoro8cziP8L3+AGOr40NOIwq/oTlTiMR7aij8jv1wRqL0wPJciaaJcH+A4CGaUE/GtEW7Q8roxEjpKFwrQ8wZMR5sqmX+zvVdcQrfJKZxPqZOnrdn98T7/9BlWOZpx+BSuxkL47u+ZQyfvBmmxWUwWiAEj5uCAl46ZzlleEkA7SQze+QnYbjscYCKjozi8b32du1zj6m0zxleHKffN7RX/93NMje9+6Q4CRWI1/4gjoklBTCaGJq5d7R987xIiYCSCU39vN2DZq/49ddfcb8Lhr7vO2qr2NRtcq931xQqw10xOyUsVYrS7+oP//Lyitvtim3bcd823K83MAF1r9j3TVT8fUSQSwEdkfaXpeByueByWXF5WnEpC/KyoneAKaEQgWksKPUOtITGqh2AFG5SzytuQCJ0dNR+wdpWrCWJLUSrphn8V2oHsUitYoup2LaO+3b3nEtGNFPJgrlrtPK6LvrcYAKmLWzbpj93XK9WN9i0HRlLzg0JCwDGUgrWReZmN4027O2ihLiUVYknwKY9qmrFKXlJSSCpRqyCmk6fwYowTUI2tE6srGVSBppYahmjMZIWRRoCt8Fi8byLpC9aBzByZ40rZf1O6ydbni6JqF/kHZZ8Eezt2LEwbcnOU2uPgpjZWqIQ0TurO+8c45BYoCBOchAlAl7Gbtpo4+GxJcZ8gIlx39XbrSWk1NxG9a3rT9MUZjz6j7VxvI7GrD/Yu/HsiaR8ZFxHovsto+7ZNUkbTHrQaGIwM7ORW7vBId8a0Ufmwr2BxjNHZmIElT7Qpmk74/1zoZVoUJ7sH+HdQ3q2SFtJg23Pt1adWJmG8Pfffhdift/EKN0r9r1hWbJn9QSRaAm7ELf1tqEUIYj4IkbSz1++4H67o3dg2+643e6wGgIiDSdPkQ2YvUDoU1l2T3shGSpXFCEt0CqbWLiAMVwzTVLdah0BSV1y9eStYe+Mbdvx9LRiXS9Yl4KUgHWxcp5C2DkXtDwipmutuGkpUcOwhKlm9xayoKbh+jqqiAnxr97P3huWZVGptLqUKjJAx14kdTZ38cRJiVASEPMZETGWlDV/lOT5JyLkIjmOTCDvgs0JoUKQtMdOgWdVnT92zx8iQkkZnCyWhpGSzOcomS1E1ZIEjj2sDhIk8S2gBOoDOmKGBvkllEtBq4zeN1+72C8paSvaYkz9AYwU6cDQuGIfVFFUONLsJ/CAyPFvqUUh5zPJv1uoeQGgU0fv6qGi+cUSiWZ7V6QsJ3JN5yPXHyrHGa+j5HkkLUeieyTy8d8TDhixepfMZdUdYsD4HSEZadf/8vbZJd1ZqmeeITchplHNtFzmAWMP/Zc7hyeORSAPf23dNOpLLE923xTmuWM5/q3dM43AvHEAjCIlccCsR8IYjpue9RYah1T6KvMifs7SJ5l/wVf3vQrxDmUD5UhbZkdrXWAL9CaBWUyoHeImyhK9XHdJfGduoRaMZMxCGMKOry8veL2+4vp6xcvLK663V2zXDbVV1VgI2z7qVjdmbK2iqofNbauCCRP0fRW3+009grSkZG2ieen0yAFURqBzLu6QQG3A3hqW3hWaEKLkYiyJ8bV3ODPa9g379QYgqf+5EjUt11xrxyvuqL1hrRVP64qyZPSuPvk1CaMAIceo/7DvWt8Fd1dPrbrdsWcJ7so5oamBmEi2GIPd3fd6vQqBLcUDnpZFGGTd5XfOGV+/vuDp6Qko4g9vMQes3mKSvFYI4VIuAomxBh5ycgJHMON3R6KCaKY2Jrrvu5+PbmNVGK9pivEYR2Cu06VcQAr9NfUYJiLcUf382J5mlpKlran2TpJTyGsaQxjlvkvblMnR0VQkIntZF2HwrIwIEqthNcMljEGEo61u0o7CnKRYnLuiQxCMDgQHEkULLLBXaZSVda0sdscBNzanS9Bzm6o4CJhLb0kZuXxMYP8upvCeFGs44reeP5OUj9cDds88DdoxeO1OJIqDuYRJ5+Htgod3jiCmmUF5r0dbzlAeGUucGXPXHG2bF1IUjUabZxL8W3MwfQ7I5rLdPh4I9x0ho3G/MUpnmHPLAXPVdCU+R4Mh+LtteH2eX8dHWw/SskX+ml82Y98rbrc7Xl+v+PL1qzCGl1e8vl5xu1+x3SSjKKD+8ok891Rnxr01NH0X0e4qfGsN27ah7lXgIF9bGmkaAE+35JlQ6LDSlEC5IJUFeSkSwdzUUEoqbe7qbcMCge17Va8ohgmM5iq/W04fS6XBHUst6GtH3iVStfdFiF6AlMy5ISUyvUT2GcRdsrcKyWyd0Lt4YPm6KyGxQKYpkZ1G5QImuYoHmWQ+XcEsiUPEPTWDWxVCnwmC9us+0fFZ8jyEYDMggbIQKiKJd7C01vHMutccDSMtKxG2FyQlstyBrJHpnYHqxvwEQp3crWXdu6Yit/eywlIWX0OuQcn79fyayzVB9h7CYypsGUBs2oq4VBthH4KjrWM82/acvWQSUvU/xiQteE4yQJCecRmbPGuFdaCR7Ak1NZT+7wgfHYm5E7FvQB9HhvCmW+vht38vHyodCoSZBmj1AAUhEFM2VeyRGR0Z1tlYj0QZJv2Bw4Zg/w7e5geYwsSIeNoIPWo4p5rOIbbAu2Da1WjVx8/n8/DWZZ4Tqsc8zk9o8/jT26gx0BsPjx9NU91ax/224/X1il9/+x0vLy94fb3i68srXr6+OJzkeYuyRb+q2yWA2qVCVzTiydxYYJAQZmYgZ81wSkNL8pz7UFyZLFMn4bIWPH/6hB9++BHPP/6Ip+dnJJKUA71ZUR/L5smo+46b1oeuvWOvo20CtHIYoyXzGJN5qkkk4pySpITokgn0UrKWC00uVYMTuuaCyprtFAqcsHq1gdlz6IiAwgrdJa/RYOmbB9wJIYwwWwRj3xtqFSNwyYRSFjA3SekPiRvoCeq5JQTdGAKzaGG9AJzNGG2eXOTZlCfYkaD1JCBSt0nZgWEbUzH327QUXfuG2rq4o3cTHocdQcpaEubjOFyObS26aoXM5O7FMXGfHbOja4nDb+/Qt3H/iePHDFn4Xhb6pHOrHMnfzE2YQ0iXQmCAusx16sgpofW5P29df3o5zu/BxM+Yy/Ge6W/mOP8ukVtlrxmm0t9KzEaFo0dCeGQGR+wt9jcyhuREGoEB6DPWX//XHODlbToe6WxlSBH+t4okSvzTxBQG0Q+Nj3Y4fDb983ENjhv5DNvtfohs2Hp/B9DZJbPoeVO33Yvn7F5ZbcPtfkVrHftWVTt4xc8//YLX1xterzd8fXnF9XpVA6lPsxxuLXFJkBxOKWe0rpkpJ60HWndgeH4MDcjSEczboneAE4MS8OnTE/71X/43/Ou//iv+43/6j/jxx79gKQUS/KbZXdUW8tuvv+Ll5QW3/RWv1ztu902J2rQEExlpnVGbHGDOBN4bcmruTkjM6GtBhxh7iSABfikBqaCTxDmUlD3ITJLqibDS6o4RH8dobcfMFAQ6MqzaiHKHRto2gPYRQ8KcVQiTzKtMGZQKQBJw2FTrIWJkFm8fJtMgRooPTx9vUe+K1SXViNDEFVdcggcc42fVntG8VUI/xV2W2ILjJKI82TNKPjIBeSlYS9ZdkLHXhvt918y6A6byc2IvNYE2ETzx34Eu9D6EzLGvxtmaEYewTwXfHedq8OnpD4mhGAwmUhlpWha8d4CrCAMpDe+mb11/LlPgmWsCbzOJb0mpE+zyrfuDZHz6JdkkWx7/75OS/7FrMBw+wjwn9/m/DhvNpPRv9Vu0Ay3w8tDqG8z25L3fcz+YveIYAI28rah1x1433K431CZh/KIhbLjdrvj69QX3+x2v1yu+fPmKz5+/4tffP+N623C/bbjd7pIXZmjusMwcXd0zKDGgHigu4cGmzAgJVEI1tIs9rbQLpyq52kFOSPj0wxP++3/73/F//r//T/y//tt/w3/653/Gpx/+gpISdnUK6K3hfr/jt99+w//vf/x/cN82tM7Y9ooaZIYH/qrfdTaDaEevmnSNxHurrg21FmxbQrs0XFapJf386QlECXnJyJq3aEmEkgkXrSJnSe9IpUrzbKutIlHBuhaMYMGLQkU7uIvHFPYKZqBWgFIDWFxE95yxdjVumzbDQM7dyz+SSu+5KLSWJQtr0QI8FnXLSi9Yk2CWItHcVr+4g5FDptoeDccsfk0yvPGdoUGDvNpcm6ZUAUpuS5E0JyJmbVuVLK671tDuQKusf1tfdZ8Zg+cEcMxCTOF9IbYFR3Tk5Bw/ks/DOZO/zVEgfnekFxZoCiU53N4hPYfrz2UKH9NO3rweCBCHQC6jjfYqGv8iC1dnkRItBbbPQhLrk+QLGYbNjzCmN/t2ej8wxPFxj2WnJpBnVfWgkyBF9sHdHrUofQHpIeIwR9PFQ9OIsJrdfzaOhw1lklWiMfUUbQzxeSPGlj6CpXKapnpodUdtph1IAZv7/YovX77gy5cv+PrygpeXV7y+3vD58xe83jbc7zu2rTrs0hDS08T9QABxB3W4K6IIc8ELCgi/pc+H4l5Bq5SZK0vG8w+f8J//9V/w3/+P/wP/7b//7/jf/ut/xT//83/Gj//0H3Apixg1NU3H9XbFsj7h8+ff8beffgZD3GPtHBPGO2zNRUYhUAIYpO6rYiy1imhUoYFXGTk3UK5YSALTcpY6CERCTJeUsJSEy2VRl1RgLWKToCKETwyjXTUKYQqU4DESrXb0Bmd4lYUhU4MHF4pgpZyZEkASri6eOEnhqQ4goTKhHLbnWBuZcXejTGLATxbIlwB0qSFhGnOHJI3j1sAQYixznFW6B6Ts6/DCIcvOq4ZmZFIDrMyJ0Q1ihbVUnLYkdVLfgN0c2e3cuuow+qVvciEkp3EAXZpn9s+O5NIIPxkgTWFXKk0xGjcxFcYjUsFi7zFqYMzyI9cfYgrv+rh/49n3CPHbTGHGzEUKMFXM3jpC7AeBG9IDxm1Tn9+Sfj9q9xiHnU3zHtzZ26ZJajeb2qw4qLucDuptaG1GMXlMgj87njlfjzPmENMI+7j1RQzbUfLMSN0dUnQQAdD4AoWIWpOI5dZ37PUuMQL3O15evuLz5y/4/PkLfv/8BS+vr9i3is9fXtC6eiq1jkkw1B+TAm3ZkzgjiWSkP4JZJ4cBbajmuWWYtn031hSuVeaccblc8PzpBzz/8CM+6c9f/vIXfHp+BlHCXnfs24bL6xO2bcfzp7+gLCtI0zCAAHZXQ5+yQAiVEIWXsxsOxVhN3AACSm1ucJb1UdiMSNxRc0YpNNxZCVgX8atn40pMyN3cRfMQHjS2Ya8Ne+soe0W+bWIz0X50XeuWOogakpIbSgk5Mwq0v6rluIMHWwVAftiLE2ybxFYkuZ/ECQAEFJDX0GjcXSMQjVjXz6T0kEaFoFBazkgk9h5YsCVYiytprWuWCqclL6ipSz0N0xTUjZhN8Agyn/Skez8wned538aT6G4pB67Aqn6YM8GgbfN88XTGadpTAHymvWSFNnPwjn3z+odTZx+lMRyI6FtXJMpHAjXZEPzQskuCkRGwSsaGrI22zojqe8R2viKBPPYrYoKB7iMs99SOcfHYxhkUNI374ftBiE89t3gYpwmsGsms6Zypmcfv7N+dY3AS0KPRzpsdErjMhTCEfb+L+2eTesT7fpOo5NsNr9dX/P77Z/z+2xd8/izM4fV6Q2uM620DWdCYcT4j6ONt0LfJ58pc/ZxpOuhB+C31hjTWmjENOXQjHQV8LEOaTUr0JEtnWRYs64qn50/IJWPfd2yLFMB5enrCermIJ4z6r8P3HE7mzFJCmDTH5tQLZiGEtanhGIySC5bckYt5HyV3B80la6rrwRRyIpSi6Z9VOiUGuMiRL8oUCGKkLkVKee61475VLMsmmppm3GzMGqcg6c2JAlNIGZQFSjKIzq6DTBu3q/2l65aQmDWRH4mFmUWq7yqNZ86Holxq/PW8QQwT4wnitVWWRdxUlTlZLiO411hCIganrLi71sg25MEYgnRn9J1Ni+aHMRl9OkrucV4GuTzEK4Uz+C37bKS9boNQaYRhgt7QVM8p+OP1D8FHj52iaZLeut5iMI+awpmKBdmQDJes2VYO9DCR8z8fCeJxLPH90308pB/7t/9BdsPse21jsLrBJjGdTdE0dh///Fk0PgH2Wh7iyJHJBDkl9ukYUGOfN5Zc+FIpqrsHyJgjeJI7f4PaD/Z9w7bfcb/fcb2+aBoGxr7f8fXrF1yvV9yuV7x8fcGvv/6K3z+/4ssX8TK6bzuaV+DsrvdRMKLFKY+SV2QIPh1a04AiAYZKyHnk3J8ZnI4xJaQiCetaZ2x1VyhIT7WEuCKXVaCV1AHKQjASjZoG6r0CSKGZUHbBl8niXoQJN4n+6OTr2RujoqE2IKVd6zzLoFPKKFmrqTlT0LTjOaMkYFkFt6dalVYkJD3xuahbbdZcQl2goq0xtr3hdtvROiG9VA8KI3V1bRANrSt805iRTUjrDZ14lE9N5t2UvNjLvJoEZPKssLlkh9VItVeBZzJyz+6BZvvbU7d39nNjmp5pe2LMl/ih22sFN4WjWGJvJLxFFmZoGvIOS9GhfEDWJe4/4Ow4T1c8lkNsPApXJgDb3hg04Vt2WSKCnRqjUY/05BudDNcfZgqnDOEjM6TXezDStHHOqEI4WNHRZFZWRHdn1fvEm6sf2v9WJ+U/DAwHdj7pkKqrkySghMCClkz6Po7pTHLHgSF4L06Y5AcG8PCeMw3lqBEdNStJQS14t2lv5lm03e9K9F/w8iI/+7ZJZsm64cuXL9i2DbfbDa8vr/jy5Qtevlzx8vUqJTmbBIglAFtXSV69O+ZRQKVbnWOQ4+JWXz6q0XZ5iuosBsZt25wxDgJiNwvSvN92/PrL3/E/n/4vrOuK3hm32x0vX1/wT3/5gvX5CZdlRW8Nt9dXvL6+4vZ6xf0mWlFtzQOU8lTgpOt8jlw63EdAXyQzHPZzygllWVCWS4BaEkpOWLO4Wa5LwWUpKFlSZsSavQCkhCll8WTS1OO9S86t1hqeasO27dieLrg+P2GvjJxfUKtsf/M865VDWU0hyFULvyyFsBaJeiYilLKiFMvvlCFcaQgbhv1nzWxbNAYk9QSqFZWlvGrOBTl1VKogSMZWQzSZxfUW5nmVMtb1SZjC0zNa073adqwlu0ebPVebMhIiLLmgLQxwkjE3RqLux792icrobGdyHErTPg0qc1nVN7DQSdNG466WRj6G70TvSKfDav8jmiOs6Ttosl0fZgqVuyIkpnYNKc3wXLuOfRgHeTCSM3zMLo8ngRh2OjPQxFCUc3YDUm8NjUeWSIm4lYIklo3Y+Kc6vg0pPPTSJzb2wZ5y6Z4D8SfVAALx1oMK8HAz5RC5aHmIAmM7XhEblcCswUCGGetE4udBKE07GNKB+KbbRok/Bgn5OpB66CT1798qJAiqqnFOF1tzxnAD6lax3XZs1w1ff/uK3377O758+Yz7/Y7ODQTG9XqVhHbbjv2+AZ2xpAWXpeuhkejZba9YiqYTNm8Pnx2LghaSkhPcMEjJCGiDTbFoNQLRcAdq75q0zSRYJURKmMV9trmTghjKX/A/+/9Eax2vX6/4/bfP+C//5V/xL//5X/DDX/6CVV1Tr9cbfv/1N/z+62+4X+/gpiUfG3sqDbN15Cw2ADk73feI9YGIfO0SyIWKXetIPD+tAKSNdV2wlISS4TYFcT8UyXvRam1pTSpJs2pCyuBL1jgLgJBRUsLzZcX+3HDbJJ3Ielmxt100IN2OtandoMnZaMx46gmZOnoFcMlYlydn0JJAsCClBctyAVi8oVxqzpqSYxk1JGSCEhJ3UCcgA5wZnDtqbkDWee0NKWVJ7Q21JWnKj6enJ+QiZS7Fw9dyW0lcS+NmFgE5KyS1q1fK2Pc7UmYsa0EKWW+zphDfLY9UZ1AmpwWkBvOtVnx6vmCrlkMpOd1EszwDCg+6gP2+0PeWHZSIPOVJPCMTL3qn3eP1XQnx4m8juNYJ+y6mb44XA04gP34NNnem6sfWnTOypmhA1Nk/cEUVT6UPxB/M3xvj8Tno9oUS38CtI5Q0JPHAHI0KGJHmx4UHD2DuLWl/+s7oN/eJIczPH+fHUhVrf2CeMBLjwSbQMIMbO0O4vl7x9fMX/P3nn/HrLz/jy9cvUlgeHUWxd68v0AWueHounmID0D3dIfUODlM+M2sL3TcoSD5gzFkgRxvD7mOlR2NqDWZ2xpCzpstuUn6xM+Hz589gALfXG377+6/4+08/4b/81/+K//TP/4wfPn0CAFyvV/z8t5/w09/+hi+fv2C7b85wfc4IsDQhMg7lXipZDmdp7X9YHUv54AF2LC2IVCyYuM2J7CtNP+FwjTCLrsynpOy2AiRh7iZwlVJc41iWIm6tivEzjz7q1IIaA2goSb2WQCht1EAmIql7XYpqDCuYu9tPQKIV5kXKf4qRngGNLUETgpo0nXXybKXJnaASZWgkHUhrIWRzfVUNoJMk47M8QDnZ+HtI4y0bJwFYSwGDkEmgJ89/pCleWNOtMIsRxSrQGWpi8VH2t9NNt/PJxjB3WN/nATYae/ltx5f4vd+j89D5Y5rH8fpupnD8+/HGt78aNOXtwekf4QkMLD0AyByJpB8hUcGYySh7aCW0G2Ge0Dt/bZDAbZLtINp/g9bosjl3wSj5DSI8mMPol/9bOf1sswgWmrBP3oKBwCMVAPt4Ho3IsY2jGjteb3Oviet4pCfoLPUNtvuG6/WGl68v+P233/DT337Cr7/8hJeXF9S2Awm4rKs0qJlHSxLce1ms8HoHkrgAbpvKT52d8U5HSLeBwUEeiUtQO0hynTCO9fjvWJ/APjdM20qLNvXr3lrD77/9itv1is+//4Zf//4Lfvv8O/7lX/4Ff/nLX0CUcL/d8Peff8Zf//q/8Pnz79i2OwzXZGbx2jSirVgyTbN8WGDYVqeQJXcWBkz7Hto75F/qnkUkQW4g0gybDPSutYzlXnJpXXMAKbxWlCEsSqizFtqJXMtOXFPGIJltGV2DRNmziCZnCOuyYFkWMHeX15jgMQqlFFlLHWNKCb1pEkJL8JdGLIPV3E5qr5Cp0CyxB+hCWaNkV80JWVM+NA1U7GpNJowEg11JdqKOmsTzyYvkdIkatiBhsU+MWg2WFG8+XiyMRDs0r92458yRhN/4/EFYj995sML3CeMfZgrDvW8mLm916L3rLTdP/7d86HSYZIef308k1Yd04GYEIt2Uj30TwjcxOedFE+X1g6jd8Ll1ZkTKDPSexkPLmOMglDBPqbtHS8YYXGs4aAvGAM88ts4ZT9RSArx2uA+YszhG7cXeJevOnnohgbCxFG6RALSv+P233/Dzzz/j3/7tf+G3X3/G/XYDowvh//QJ67piuVykKphFH7cO5gWUGGUt6vrH2FrHtjc1DEqfjAETCYSVFUOPTMFy/Fj/47wc5y0epON8mLTIQy3Cvt2xb3e8vHzGb7//it++/I6ffvobPn365Incvn7+jJ9++gm31+tsDGV43h3zGvINNW1j85h6hAhc6OCRNyoKRfa8TAWNvWmECck1pEiB3MtK35tTRynAuqy4rPKzlgVL2bDvHVXl5OPFrEkf+0jFwIDaNQTKWdcVy7o6U4g2nZSghYYsutCkeOm3zZsZj6VAkdxHGrxnUnpKEpCWYjxSGK/9NjtPIrFNVCZxFLBIaG0vZ4GkMgM9C1PoXWIhWpIkiB2MBk2LofCfRKRrbAQPTz5Ry6KwK1W6B7P/+DWf0eOacPhcCdMHW/+Hcx/Fg8bfeOn3sY6T54N6NAwpJI7gx0RsGFoJdKH6O/17ZAjzJEbNQNofBN6f5xnzHz3Byd/xObVInTxyNtdndph4rxAQq6Vwzjzsb8+4qqo2cMa0AXCTPDit436/4+vLK377+9/x00+/4OeffsLf/vpv+Otf/4bff/2C3hmlAE/PyQlCAUnOfUpAthTADWVhMBEaE5Y1oW4dVI0pwqVe6xeF5G1GaO06EtS31G6r2BYNwJLeQBmlL+3YY7au2/2On3/+Gb/++iuWZfH22y4xC+BBbK0PSVNQuLJ75Aje/7HHj/PfG2u6j6oGYgvS1PflOaf+o3P0vE+s/Oj0/ix5+kvOWMqiGt0itZlTg9VZsBHMfReYyFxizRNqWQrWJWNZM8paJOuoSulsjDJL/wcMGGCqNNbcxveRFNC2t2W/jzntXaEr0jQd5qWk81xbx54bcqpYO0PskArxdEv/wVLUyWpktwYgozNptpcOzqIxSWEgWQ2rQy45m8wdWft76Pu3LrfXHOYi7ndL1ihfvOUc/Hj9Ye+jU8YQsTOcDC5KMgdNY1KPtL1ucEaKgxMXOL80/4lFKruGwWEKJs0CKnoZlTdmFoy79sMDKooEf7RlME0I/sI8L8B4XwqfuydU0BBExR2orZqhfC7iXD9eM2Q2z/HbUNb8+bk6auU8W6vYtx231yuuL6/47bdf8dNPf8Pf/vo3/PLTL/j89Quud0ZRbyATTjTrvEiAHQB3lAT0BajMQOvqc74JLJKkaAqSuqvz2Cfz/hrzdBzbNDMHiSrCRvF78+uWz8Z7TbBw7qQup01Leh73VxSUBjELXlN2DsjWRj6083M2Tgu8q9USCzZNlDiv2ZEhHdfTe2oJn7zv5n4lUmVS76WlFGT3lGrHofp43B6xFqwX1QxMIFgWZcD6ajRn9vKjGl+2RdV+sUA9cj4SuI2MADY+q38NiJDQuYOSwkCY93nn5naYHAzag2FA8041rGVFY7M3iRHbUlzXveO2bdhyxp4ztrprtLh6ZDVGJnKtwJCIaIOUtYmzOF/TPNPjGsc1tb8f93+8Lytj+Pb1XUzhPUnVNuBbFvLjvd+8B3oYuPumcek8MhRjM3HTG8E/Nv+IJI3PnJMcdn3XXwcCakbDRwI7ExqWQcTBj9+BITAzUrSDhPuiZnRcg7FBtP9KcCaCdsIU7IqShhsG3cc8qXot0EPVmr73+x1fv37Fr7/+jl9++Tt++fvf8dvvn3G7MlIBSgGWlcQXHtBCWpaxUw5nrTtar+DeFbcVCGFV5sTonmXTMp9O86fhbOafbpLvo5Q99qXNVVGvIal3OxPvWiVWQzJphvU9bJ03hZ8or6j9RAig2QBorBXLuAxiwKGfpqHE9wz4CMZdxpolGpBmYJSxEtjYx+TikEztzCQcsikK2yiOP+UfwtB+xC5QsJQF67IqUygjwtogHwqwsP5mQN3Z1SuH7Icd2vI9Gol813iUPirmkTGTU6FHkuw5syTys2XT6fcprFNK8VTjkuqCsOcKSoyc5Mx2dJQsyQA7AGoKJZnHoQB4RhkCHSMXIs51x8c9dxQY4t54pKfJFhdW6Osj1x9Oc3EkSm9dk0YwtuHpICbtAzi/1yWJk3dN/dMNyEGiiW3aEh2ifu0driH4ARvE1Yk/J/98PB8NQoyHGg4cxmMePf7eHm4dhIiZ1UWXB7fkcdcZ5GDj9X7Zeh3vmdaPQybJoa5Dc7+0WnG/3fHly1f88svf8dPPPwtD+O13fH29YavA8zNhWQllze4nz13SZ1cGCOJGfN9uqNzdlgAYNEBI1P2QyCGIBlZAAtzIGbkc6nk/2Z9n23PYHiy1B08SvTmBmYTmVbe8eTqss3V2vMNSWCQtu8mhvdHC6M/xyM7S4eMY3MqcZu3C63tP8xe9X1gxcWnA9yKF/gAaOyBxEEVjIhKJYn5AapUpaBDdIoZqKdojv1MOth9iMS7riyToD8MpxxSvwPCsb+IRZvvFeJj0vxmUBjgacSa0mabgzFg1bLNFpkRInTSmg7CUVYQb11gIW0mijWjq9b1V1WgA6s0ZXlWXXSCEOQXFkpnF3dYX+P2EeWcM4SNQ0xBWv30v8Acrr0W11D47Sk5nWsVR6nn/mr8fxrsgJbNJQoBBOSKEcdhcsSnGSBHlHXnn1QHmiYwhEmc7nJZaWNv0IHgRk6e2fV768FABcOpC5szL+sXszNWBprcYgvElPuSOcijuyBDVuEZJVeyRJqHuO25XCd769e+/4d/+7a/4t//1v/Dzz7/gy5cX7Lt4YpQ1Y70UXJasVb8Uc28dXd1SG1ds9zsaqe87k6ZXNu1KDXjNUmQPAkAm1WodTNvwR3z87DrTrniIygA0iVhl11DtvhmZM8gnMAT9bcTc3EN7b1Mcz1FKlc/OFFvDjAfRjbi6/CT3fzftzqLAO+LeJPfOsTTS3JsyqoNAQdBU5OqJlCXoTGo2CIM+0hYi81zKDjktxbSEAkpZDbAKjloub9IgxaRz6dsyMDo1xjCs0tkIJGOdz967uu12JIZXfHsQPO382DoZlA2tR6GFaVIiLBozsSyrMraxl7Ml2WOJbRmeazNrbyH5UJQnhEYYR4RrckSzphv36/cwA+kn4PvUaOafDR9NEv8bkinC59/UBA4H9COQknw//hhCGsOke1+ENyTj0VD4dcoYHvs6JPwR8XvaqKmK4X7wsHX4v/1HtAmTnmKvH4ELfQOFtmBS4eNQjvN6xsARno1eHhZ4BWbcrnd8fbni85cX/PLLr/jr337CLz//HS8vN/TOeHoS8eiHT8/49LxKZG1JyKS5/sk8VOQQr8sTKksoc7V4BU0nIJqKuFI+jn4Qj/cPhv1+PExmUyiaB8ggGcCK71iZUjv8RuznbsQqbfZVCgZfqfpWsVwWpKS7Qxdu2BQGo/DdE9ZImIHAKImSeyiJ7z4Zx4gbwhlonIu3NPr5nIqGljC8fUopEh8QIKh4pQT1HhIvI3FhLeqGWtx9mNL8LFmOI4e+FLsnYVzcxIOHvSDFwXb3DkJxpFXjs5APiGYNK4E8IhpJyldSSpqEMDvs1LQdSQMDDUTUMWimVgYPjc32CA70yTuowzus0RjjIw09avdhVg8zEbwOcUAs3rn+4dTZby3Oe7aFtw5zlKCNHBhWapqCSF+SOKs3gxkC4Tsjir7nmwpOj30Wv2rj1LoYynj4Day6OyaNwJSUwJhE4tpF94yvzIx93wXb1hrG2SU96P1B+rX+douD1Du7FvGG2V6y5IuXDr67CQaEMu5prXvxdyJyf/5tA16vd/z++St+/uVX/F//9r/w099+xufPL9j25inJ//O//Ec8P61Y10U8TkoCuIFrB/cKRgPbHBMhpxVcRIKprSOrV9K6rJAKWpvuBxV4NWCtMSMXQturSK+JPE9TrXVyn7YCMmP/jLU/0y7chdFOMLNKkfGewbyOF3dJ32ZS8HoJ6ZsRGIBrPcOuY6VKbf7HW1gimC+SMiKDwG2OUl+WBXW/i7FUK5ztrYkLaFhzK6bTedTHFrflpDmQxDiakqRzeFovuKyLBLEl+dzGb/Nk++S23XFZEpjFK6usC0irwxEgTEA6grzkkU3W5k73hRHZ5unHRStuKliVdUFngfyWsqD3jqw2BRun7eNSCprVTCdLgtjU3Tm5B5oILF205IXcHrQuxfNEAQBVRk3AshQ0dZ/2qnhVxkY5o3dgvay43fYhwDI0aE9Yr3MDCOyXk2Rj6Nx8r5gkyS71AyUX0QhDu0PL0t9xTr/z+odzH02X6cFv3vcG0T7+5mgqg0+AfX+mBcy2C33X8Tud4MgYZqhrTh8NDITg0GttPear0c+dsY1+Jhp9j32e5obEoGt/85lxWv/s3MOB1u86A4m/0e/53XYYAFH/eyeXnu27WiteX1/x9eUVv/76O/7215/xt7/+Db///ju2XfP4JMK6Zjw/XfDjj89YF4sjYHDThGZNZl7Ue0LvNElt67qi9oTt5UWKx1ctrZlsZuO6xrhayd0zoJ6Z8B8lwogzv2UbG+SYxwcY++VBa8D8b8PBj5+NgyrNDQHEPudD38jfFfs/isOQS89S3L5rMNjbUvQYq9hUgsQEkEm9llvJsp6aliI2F3uGoEiQG4NJ/lYXU4sfSApHUVaNUYl80r44Mc/imGCpPaDBoJFRSH6kQRDN3uMpQngkxBtMf9gBa61apCYhZ4shGfNq7zKmSapCi6NXYNq6wN6vlHy9TUgDhJFZ2VBbe9MSnQYFUZAOBNKZ0QGFifvF+xO0Wtin9LYA89b1pxTZOaq/b3MnVZ0PEuoZdDS1NRFuuJjiqhRjMsQOZhIgJj66nI5VYmaXYB3u0U5oz1wbiD10IuX9ZoyYg6NxNC44q2bBTm8+vHg2H5015/ywY5h2AutryG2kW0sPsvhsJSJ03Tg5FXBqWMoim7811GBY/u233/HLL7/ip59/wS9//xWv183jEcpCuDwVPD8v+OGHC5aS1C+/o9eOnQhUhaBUEJJm1zTaLkSoIGvGzhoSLg87kmpnH2R2tubxszPo7C0odFbcZ4FjMAWy/yOyeycOD5zDVmC0Gd8dYSz5bqwb6MRl9dC8mVqPo/EdT3icgzg6NiItdZdzGSlAUhJbU9Ki8JGfWbseZZ4kwIySMALKWT5LCb5BB2aixHXUvyAe+aASWfEbcjsHuZCl2hWzJvaL0dDZNQ9nexyDSoNARSGTq80vD6ItWQIk0r13DQbVHFMpkRvjS84oXbTeGqOibKi+nhalrUKKpyfRNdCzKWsmDwt98N0w0UFb+/HtWJexTPOOfu/6Q2kujvYC59DWz8Mh82dtkU4O4UObYQhRgkL4MTc0J4jh3RQW3TeBcuKjhBaJ+BGCcnVscJfxGCKTgUg29hOYS0zWEPtnKxuxQz6+4+xvBswO4RqFprGko/QJTJtFSYszBssRs5QC7hWLwi2tSxqL15dX/P7b7/jpp5/x17/9DT/9/At+//wV+y5B5iUDlzXj0/MFPzyv+OG5aGI2AExoWfLU1wTsJMy3N6ATaw59KFEQCE3UfUlYZlh600xsovLztHTxOiP8x++On51pCmzwn07btF1J7B2xPSIK6O24mBkcXxllkbBKR011PA949Kv+x54xnmDE2CRW++y4B8SuGZlK6JbvcfU6SoycgZzNK0uJMyWBP4yWhjcYQ8haelOynqrnkf2oppEIyiCMKRwircP6gEaeq5Iz+lKQsxHrqCnIMzGfVXTc8DmO82fvT6LZEPJwx9Y2LH+YpYjv7mbKkp23JCw9Y10WcUlliVWoKsAkMkFMJjiuWSLy6GxhRJ6PAVKT4xBnQmMsDwR+8LexLg9CyMf0hT+1HGfEveJhm5jAm1rEfCUQ3LIwCdizwclCziMRPl6iAUZ46I3pMSkcYTKDtO9/q5irMqx82995P4xZYlqih9dH2dSZ5ONiupRqT+m80Cgc+/Duty4zopWSUath2x3btuHl5UUC1P72E/7H//j/4t/+7a/4+99/R92BkoB1AZ6fC/7y4xP+019+wF9+XPG0QtVymcNWMnJh7BmgJOhyawC1jkWx7caM1jYQOi5PwwWwsSVxg++DOIcugmFAR67y6/VW7Yizv62Nb10PkcP0OM8cOuqMO6wbhSeiFjyWbu5X/NQidU3Czbmo7UCy0krm2BMYzTQO+/twUWLkTkASB4HBPOw5Hb/dj4mWi/SrHkhlWZAXKw06ajPLXPWxTjSixbm1iQjmlNAyg5oVOspYwOAu685+7MwpAB7tLfBq87YcOiQAWUpxWhR1fOe8/qRBlSOa3DMjqxBzKQsIGdvzLplcTTMhKbHKloVWqgWJBgTL35XDfmWALTVH2EOH/gMj+PLsGpAUHujRB7Y2gD+7RrNep9It8C7OPan8QsX1DMnnybYxw1Nq0lSw99j4MORBz6fF3fg7Yh+DpuOSCsJhj5qEvs+YAwJxAaCqn96nRDosld87ihS6qXzqP0/YeXBZ1YkQ+In8b/nKpFM5+Eab/v/E/et25DiSLgp+BoCkuxQRmVXdM+//amedvWad3burKuMiyd1JwOaHXWCg0xWKrOwZ5lJK4U6CuNrdPjOp45HNHeg+htvthtfXV3z9+hX/z//zv/G//tf/wv/1f/3f+Mc//om3tyu4AWUCPj3N+Pz5jN+/POHvv51xmoBlaiLhq2SUNDu5ZGgCU4IUO1dz3baBqyCSAhLrTrmgEWOtKy5XcxKGmWEoYejkKZpG3HFo8xyct0emyo9cthfMN5DVh8G773n47OfQLz+7GKZ87nCPDvpvNn+XzgXvfBjEkelpFNxsBA1cVeutVZDjrNzl7r02L4ZzNM3K2FMvWMRKkPtu1VwBfyegcU/6F0sxn8Tuj8iFtXgRufmENLExBhfYGN0c1fqe91BdC4VN0BBcYV72bNWoJ/MjNGYVA+XZTFKDuSRGzhWVT8hTUSErIV2zQHtb8S8kKe5T1YfnTLGPn5Up2Dji+kRhJ1pOHtaa38motOfg71x/KVMgkBOuIxPSQHDDAB/adSna1e6v7ssYHbi9P48P/5206GYdv+PunlGyrKLL7BhgH8vuvXsJFfv2urNM337X9n6jxL+jCYrGidb5OZAMowTF7Jm+xhS+ffuG//qv/43/+q//wvfv36Ual0DZYy7A82nGl6cFn59nPJ0ziG+Yy4yc5LQyGI0aUtY6GIk8hJHAuF0rQJIdWlIBJeC6VXCrgIKSJeoqcVSCRLJkNCKtRna4zIdz+Gge9/cP84TIFEZdxVUFW4FhXxI4ll07uB7vb9vD6nxt3QkNQP89MgoniIrWaT63eI3YUTtmCYPU2LS06opt2zyC69501NtMnrw2aXGdgkRZzTJd0zAT7l5Cl3uVeGuCHSOYxlxSNnh6IaSAaKcP1y4wifjjAHtOixpirgyH/qWUgtNX4eQbwMQoKbt2YtFwSAlVIwvdxEVSO0GUldTbZBaNWavfCTT3bj1DjorNz17okX73vSZ/ksnYOLRxHlx/ukbzkX3Wfj+Sxij8/722vR0gbKT+5HC3b65AEGHKRuxHyFKmB2aEfQz0jhm4b4LlMIrZSp2iQg1kI7H1kmEmL+8HmW5gcZY95kDgnzszixtjz7xwwEjNQTYQKJ0Tm0sjaUmjV7L+Nm1mvd3w9vKKlx8v+P7tO/77//w3/vu//xu3m4SHEoCpAKdlwtN5Vj/CjNMyodUVcxbpznGhEsC5oDGhFFY0TAmpJJuvTbGdiEBNQ3fVoUl0H+2jSyU2WxBcBH2wl8btwj5Xjy6Km00nUubMiFe0yRuDH+fc9yNG8wR2379/BfPpAUOzPpJOga/xXiPUPWiad4Qet5rHbsFQ4WSrVm97w6YFZbo93Rhk74rBWucseQqiIWTAHcyk5Tz1/tBP94kcYLAejcc1pjZqBnvJ2c5bnGtDY005a3+TVi3bZa4P9Cfpng6It0zQUDq0xth4AhXznQhj2LYJxBIG3LQmQ9WaEzmF8qRNa2CbLxJxbkYwQNOC4++BPtjOYen3sJc+qB3/JZrCwPG9U2MHBmIbvj+SxmV/sh8r+T+pn8HeOW7MSMiH495Fy9DaqCHs/x6eDWoaODiWjfXuIo2Gg79nOtQ/0xv6xjO+5kVm+gZlhL75pr3XHuDNBOnQx83OEOwnBQmsVolPv14ueHn5gR/fv+P7t2/45z/+gT/++IZ13XQNgXnOOJ0WnE+z/CwTnpaCdU0omf0AiaSagFLAyJqLQCBibKvEtjNJJMemdXNLkflLm+sGuvFtLnxZfB5sPxxdey30mEDHJdPDH58jNWwYcQI6pw1rGdc0rsjh+fC1ecycfMvYmN20Ex2m2iclMjDi6cQCGOKR/Lukjv6EZDVIAlOoW8W6bqh1Q902ie3nsRB8GCKIoGGsgnOUYsRRkup4CMw0px3jCjMo5+x+Jm19WquiLTR5yrQeERZ2YeV2XrSpyBRSkj5ap6y6mgiaHf9Lpi15kp4LXyxCS0uMmRUjKSekIiG46yZ5UaJpNdRbxaqBMdFsyxql12lgX1dLInWfDPoaWSiy9P3eRNpP+8gYf3b9SU2hS2b3W3o0VHTBlsZDjPvcg4HTYbjdMwX7awKxkBfIZiIaDgEDPWdAJU+hvWqzZ7iGYETfJJZB8mhm49eNRj3CaK917G1/cQ73tChKc4PPxZgbd2nRoBb2DLbPvMyDbYNeVpoxxJdTHp6zg8ZY8fL6A9++f8XXb//CH1//hX/+85/49u2mTEgSo+Z5wtPTgqenBedTwfmU8XQuqPMMoupJTiklUJEiK0QZa5XPgYrbVWG0oXy1VWxomKcZiQjbpuiqKsIm3T4R2oN9hXWnhCk5lJhhn4UZCxJyn59+T2T2RnydIMf9aOB53krvjjt9DyQ1NsawW08hDPo8Q9bPore4+v4QYpWRUkFKTSXwDEInZt00RF66lCiDlCEDzc+FmaMMkXXbJP9BbOpslVi9y/KntJsN70kJmeVTeFYzka4/tGqezImFivb5kdyWQzLGobxsg/ZdnQNQELrWBJZM8zZkaW1+NcrI5k2zqJsyGEtgjUs1hOU67koDWDQCag2FJccitR59JUyhawpr2XC9XkNSHtyJvVWbZ9vNPZprNB0RcuZhX0cNgm3jKInyncrj/nrv+jBTqMEeRQQ/0DKVRgTJiYcU3LCJ1kgBl5Q0rRyMAaPdTwH8ZFUnwoyN1UWV5UDmInqzSRUmUVXpAIibFrapYK6wIh6WH8BgtV9bKKce5FDT2DhwAlT9DfkGNOZmHGk/+8uJOhKqFWtnOYz2d6tmTxd3GzMwJXFcMYCsCWaVZYtLP1kPfAMjoemcMzds7YJ5LnqQpc6sVbTyNSLGH//6F75//wOX6wv+9fWf+F//n/8bf3z7jpQhRJok6ggQiX+apAZCykBtN0xLBqNp5qoc9kRGyhlTJqQlAY2AT8/49uMN25rQ5gKihO1NyrhctxWtKnzxtmIjoClsM7H2oa2Y56kfliwHjLLiDenNlbe+v4wJ7Mw4USc1ZW4QgUicpI32CrlcDUbPCAbWBqDjDXX20F9NSfcSqQXSiqIo5AnBCajwxQbmFcwCQZ1LQsmEKSVMeQI14DSd/N2tkZhxKKOighXAnFlqLDMlNEpgSiAqyKlgW29olbFtDesqUTwvb29i2iA9NVqIZtLksK3J/JSkfgMNZ12WCYIhNNrtcyyW1QcnhNlDSEkcyzmjrbcw4TK3rW5ISKgsuTQ5T73AjwafKC4d6tpkgRoBnJHzpKivuTMYVz3h+RE5m2CoKAhMaBskYglAzrOcf2ZU3W9EQNEcBjBjKgWJgLqJZnMrkm2/ahGprVZw3VAbsNaG2jYBiFSJrpTzkJTXmqC8uk+FZR+RMitS815jC8vt9MZNYx+4/hQg3l7ls4Pkm3yvVYwtPGzX22R2GylY1lNs7W0UCHUh+uuCLcEBpwxXSDeMJb64SUbtpE4cZXOZ5kDaHxDr8/a0Mbv3J/tD39m7fWMGKdE4pKr9wYAliw32YXNgpkb7GjpcsEhrUheBsMAca6zlNdfthrfLG779+Irv379qWU2tgKbtpSQgdbkQUgFSaaDc1DyAruEo1o9I18q2GXB8HWLMJaHOWYlDw3SrYBDmktEmmQgp7COjblpn2CLymEW6QiLko61MD37bPw+Ed1No+793EvwvqOF3bYyqoPyfR3Oh2/5jd00yN5GKzA5vxeAj0+l+D0Ck3L1pwc1N1SRs6VuDODu3rWJdmxAv0xa2hm1jr2Wy1Sa1oZP0PWfCrAB64lfIDpBnWfLMTfxJuzPjfTZ4bYiuAEXPtZkYZ6/BQsylUlqB6ZHmkDeTWONQkEgZYy/AE/wkrlnKG1KSzPto6pH5Tm52YijyKsxk1TSvQvZ1IkLdxJ9Q0g3gBKIVfFtFM2jAWhnXtaq2Lj5GMNR5TWAH+BsdzHH+3GQGC/sFoP45Ec4I7XEk63D9cvLakdniiPBFE8rdM6xklfnwkPX2OgEkyP9IJTLaHSorSk7hVHP4vz6u0qLa7byfY4TO0KfAGMyu3ZRJmF3RRcs9gbEmHqXhRtNS/DgqTJFCJBFXWdX4Rh1w0kL+mu4I6Y78IVFF4uAiSmi1oWTTJESKWLeK9bbh9fWCb1+/4+vXb8IUNtaksQ5+VhIpaqbxKmO2+hMIk0EuuH23SblDKZ8JlEJoLFJsLloLOosWOFHCLSfkIpu9NhZHtB5apD5zR6GaP1OYHzFs460flaw+9rbYMtBraVucfpf+KK65/SLJfAXdI6fu/Sb+uUr20WHJqpHYuUzUscWYgepO5g3ratFHq0YDWftiplE5RYUzcTRLxbZZo49mTNOs2EgWXWdrpaGayvAiNIdI312Kb3rmzHzVqQP5T9vRkigd97nWSCD5KzAF7slkpNFDfoZU8OK+boSmkip5ESxnKEgAZZn3JLa6mgUhOFFCbUmPgQIzskV7adEkq9MCoLXuxyMqmhNrzBBw+sid+JAKD8aghGmJeexn8Cd2/amM5vciNx5JAbu7nCDJTYctqQC9o7YU6M/BO52wK8F2yYs1qSdsqi4V0NCNaK0ex2Z91w60KO3fh8Xuu259Pb6CxA/4YbGwOLYTSCF71jkl0KOajMlZm6TSRpd49n4O0RSEELy9XfDt23d8+/Ydr68XT6QBOmPIiZATPMzQibTOnaXwRxweZpZEoNrUZNdA1JATMBUhUiWTZjJLiGEDpKxjVUye2lCZutktHFxuYyi0EdIPXy5w4MF+7PM1PEZmJu3/fu+685sFoeZBt6xhWOavaQo9zJN9HS3WPoLD7X0rMbLF9rL5NjrBatjWTaKPNCHMeFqPWtLxkggbqRSUMo2lPMuEnI0JdTOLK09EQGJHYWXWMpqqsTQNh60Ku958rowRwCV2myer2dCAgSEA8Gx1aC2EDjqZPZyU3G4X1kgFQnHsahGfQXNvDgyoZLn7VUCoIEwTY9p0bmtD3rbgcAfMxWl+0sZi+hLG39w02cJeP/K89PM4MovDAtsH11+GknpkRz/SLtxB+BMpLN7zaCx7R/U9QxCnkwWKuBNm9/x9e0Gy3fXKtZuIlW73/goRurtIzRlNmUE/MKxmK9ns7PeqWCB92P1btLGmRJndn2KHGujdNall2xoubxd8//4DP3684nJZxykgKAaNMAULF5XdrFwM7MRChFCRjIwhiNNNfDzEhk1PGrJK4MYCr1AZmYFpTlg4I22ELSckjV+vrQoBUC0tQhq4oL03/RztOe6ChN1u7O1nBL63eX/fXaSdaXR3Asfo1BxfSYghuXsC72dPq86JHyHDYCFkS/ZoJOvX/U93pkqMPKlvoWJbNy0BqsRFAwhEyDD7uzCiaZ7lR5mBwGgb7LQRsjHs28I37f0uNTdjSivqtqJu1o+mTEEIojEGN6MFIc/snlGq9lwg4qEvndGmQZOisA9M+2itwupJO00JcCT3JuU+13uzmtezzoZQG7svDKw27VPr9Me1/GgJ0XVW1tH3ms7XR8nTL0cfHRH6RxLo/r6PXrIYI2MYNIPweVSd5Lu+2AYa59OkFcEdvnlQIzsTGPKPBybXO2Dmr7uIoZ+Md89Erc++E8wkQhCnsaqUtsRdi+iqszQsttfedyGWKctBKyXrWAilTGrSSi6ZreuKy+WCl5c3/PjxitfXK7a1j9sEjUxahjA1EDZwI7SWxQTUjFAovo0o0yrxqFOtbljNeUjCyHPKWKaE02lC3qQG7rpVoAHTnNGgoX5VQ1f5hrp1iZYZEhXEISudup3V5n2/R+0ytE5fI5jU/L7g4uunjGmvFdvfDTzsX1917gxBIngMtTZId8oYLHw4Bw3Ao5FaZwr93NkPd7O8HyrAopbkdrWpa14BKKFBnJ+3rWLdGNumwSYJaHX1gjtEgnCLRHh6OuN8fsZyesI0L8hlBiUpsiOBH5BMdAIojxqLzJX4B1pt2G4r3t7ePFqnWpx/rVirvFePc19FW2ux3ojpZ9Mzbv7mZj6VkUEK8zJYjp4kRuiggE3HK4yLOw0wzYLNfK3MZqto6mT2CCvrber1KqZcsE0TKsyEpLRKQceZq2T8m7ALHNAslcsizvuAgvvx66/NaH5w6P5UWxAnTeNu//fLy/EFs1EQ8/pkDRRbuKsyDW2o/x2ZzENNYXcdCZ4fYAyHl8WP2bvfu3VH6OLng4QKizASqGCbg5TIo8kse/V2u+H79xd8/eM7Xr6/4XqpUGFcJEkyB7PUYE4ahdTahro1tCz5CHBN5kiihc6pFl/mBrBUr01UULIQq2kilFUqV9W6CkGB+jRYpODcYthw3wfGXt3x9pP1oDCf/bN7eIqPag2H97kWeb+uRH2budmH2dEpxJQmkUSOKZTzIPVFO3PXLEifF9PDvemon1WLiBFGKKaN27rhuq64bQ1blUg3m1siQlGtwkAMU0qYlxNO5xOW04J5XpBSCesvRXS6yUqTwFIfuzH52+2Gt7c3vL6+4nK5Baew9LdqdJ7H6qMMhCzeaz4FczY3lboTRl+LmbtM64maQkqaU8M9J8BKgwKdNpnPhEMOwe12c3ymWiu21XwJ7HNXSkGpCRMXVGUoDdu4l8LWSURaqVB9JjGjufFgWiGYlvpxmvSXmY/iRP5pwrhrt3vU4UReGMTeoUgw13PfEEacAAvLiY5ts8HKZdqI3mO+gsAYrE6wt23M42AurP1fvcR2OXL3h85QlRTvJVPDvO9mEUAlJJsn1Rhs44qWcMX3by/4+vU7Xl7ecLsKpAVpWBspftFUJMxQzolgFjU7eE1ghFOC1rBVE5ISD6aEiq4FWh63iG2MKUv8+jwlrHNC44rL1ZxtSdrJoplkRo8Gqz27dT+fUTMjIilQw53kH2m+MncH8320Xv7Oew2h+8yOz0L3R8g4EiUnLBKSSsoQpMLXlAtmM8nsAO+kvRBPr6GfKQO0+Q3yPkug4qSBCoRtk3rZ6yYM4XLbcL2tHmhgtIUImEsBc0UiW2+pwzHPM5blhHk5Ic8CFMdEGvxA0MAY19xNkxGxQEy9dZWkudttxeVyw+1yGxLSUkpajU0JoMkYuZ9PI5Qxwcthybmo+VSgPpI6yHOa5CdnF0ZJFtHNrTl3xi1Bb2F9/X45LxY2erut3n9x4ANb6zW7c0qYSsa6CcQMNYmok7XMCiMO1/LFFGd7WMpWEVmElW9MWJSfWdR+hRr95YB4R+YRu/ZOwPcIXkAu8MXRRpRW83A/QFohLbYjT5siaFEPjMg4OpHvKpkenkFbiIQ6Sr3juH92PWQWpsV4n/rYOdzjvwkgJp9L60vHYbfwYNlgrUlVKTNRSJW2itbEkSh4R294+fGKy+WKdatWtwdgk1iFMZSSlOious9JXSxG4E0itYM/QiskW9+g6aYElExoJIdknhi1EVJaxS/CGj7JgrKaEquqbTbzcX6PHMKGkW9mJpvfIw3LzEH7Ng7X8mcn7oN7o2sK3Ylrn+WcBa8/l14v2V8uP4ZALRJ41Az654zgcE4EcAZxAtGG1uBawm3dcNsqauv7nSGKYMkZ67appCtQEdM0YZ4XjzyS3AEfmb7P8jYK3OEMy9VoaFXRSDWbelPcJYvec79B0yikNjICMxk3dSBbTfBWG6pWW8tBM7FovJ5gJwyCiIKw3Su62XM5i33KgwNI+t+1INNgLQlQHPXbVrFVVvVIsle8tnXOqDVLyDX6eA1uu5v9pN8deJctNWMnpEi+CIdnPyqn/mmmsNcK3pOM3yP+Hvqv98WJfeftD9sDdhsoMAV7hzGFXnlKF7JFEw469/fxvv/+o7n4iEnN39Eb6v82tU9XngCvmRC700epxBoEUp9EouS2yr5mYnYwTeF2u4lP4fUN18uKuokLy6bEaieUQih5DDUVZkyQ7FL7vDMEI9ykdYUTJTAJDlJjO5xiFiIkzFNGrUDjhLncVAtJqJxEsbCFCPzzkTAyrIn3416qH1X17pvoZoRwv5604Z3W/m5NW9hDsU/xebt6ToE5f2kgGva34UdFYt+ZATSDGohcwhgwqdSewhwSEhJJCcl1q7htFbdtw/W2obLa4n0/ar8ohf4ULIswhDxNUkeBJnDWMG49lybApDgHyoCZu/lIkr3EHi/Ral3gaWH+wQwoemwmg51uaLWKGaYaRpLmKcStEfZmUogQ/22Cle3jlLzvRFLqM6n5qOnwmpY5jeYctr7UnutRW9X5kQWJdShSSqCWXJOyjpKfaju/gc4ZM2gIdE3nKwFgi1CLu/L9608X2dkzhJFL9QiXQ41BvtDvLU2939s0Pd3/DqqZijvD4YtxJ2YrNVhtU8+ZFbckEQQ7xTI59pECYbxEnuks597C1zrpjXMSn43zdVc6c/8ebU3LasAyT6FaC0E2XST52NQGXFs/5FUhOkiyPU2SaczISbKGBXKasbUbGIzb7YLX1xf8+PED1+sVLz9ecLlsIo1D8s0TREuY5ox5EdsroRMiQKMyguouhLR4djn8fjlUoimIGt4YaFVr/TZgniYwZzTe8HQ6o+GGrRLa1guvG15+IsGxkRKLwZEYmLGhv1qYoK1FKSKxRnx6dnVd5rw1jWFXs4L5G1pjlCRakcy1rJcxECLS5KRYO1j6bTbyyJAito2suQAunqYJ8ywRKjkR5mnC+XwWbCHdO12b6DWHnUC0poVcBL465+LcI1NxLXw+LWAQLtcVb29XvF1u+PHyYgY+3+lZ/NA4nxc1cck7l2UR5ygLjASDMM8LepRPSBLLRjMauG7Y1g0WHioOVsKkldOIexRO0zXNKcmepgROLLW6m9SCFu1AIbZ1T6IJ2J7tP7Z0cYMYN3jvJLU9GrrfIqVe7Mb8OZb7UasERAgsy033X9AsvPCVIsCWhMyS1Eaa9Nc2mQfZv3JfJmBKk5jJGuS5JMWv4GZgySnx/IauMHrFxabaOVwj+ouZwkeuI3/CRyTlvcofnYZD+8AQ7dMZw4636gFlNilEWnOJDp0Yv9e1OIXd/qsdo18bW3/n+NmdGSuO5Kjpg0kZDR/shTy69tDDT4y5NdUSbusVl+srXl5+4Nu3b3h7u4pNEyoBsRTTKZOYd0rOIoGoaitvtUOOgznuRI9TRs7yXilUPoE0CdDIIMjCUxOmKWNZJjROuG4NIMlx2LZNVBhlEFEW74zqaOruI0CMQZjjcm+OsDWKWcH2Wf8J7wjPmDDTtk0EiRT8PaH0o4V7CtSyVBpICepYzpiX2Wtgn84LSkmYp4JpypimhFwUcE4d/61p9mqi0L/d3gL59yaZX283vF2ueLlecLndxLls+0sl4ikTlqmgFCGyU5lUS5iQStEKSxmCr2VSr+5GN8MYhAzQKIsfjUc/gDMCdcranEZhkP1vMZPCGLO+uaEzDj0ZvoZmBooOZlmD6msdcz36/orRUsGME2hB3Btyfx4QYq3XVc1fUybMU0FrqwsUWc2wSNCwVWH2LshsOgGhxgXrxFhfLILJwPweWTj2119mPtr//Z5vYWxnPMQ/Nx3BVTn72/c8MEgWdhho93Tvr2kA3Nvd/xXMIaGXx/3aaVP2ey8VAhiIk7WX7N0M3NG1wJCsGpmxwwiXTdT65oAk8ph5xhoQyeSmEAY3rOsN1+sFP378wOXyhqahSebHSwmYSsY0FY89d1wwH6OGDHJDYknYaQQUSiAWRzIySYGeAtUEG0glOtJDTCxSZgNjbsD5pMxiFbda3bhvcDUfHHGBaBdOeqtO2d1aDXP8zvbbmwd932jDR/4McVqqHKFCijlrLK7eBFdqDFas/pITpiSQH6dlxuk04/lpwafzCctSMM9F8wGyYk3ZdDAqN4ArMpup4X5fivkpgzVZsKHhtq54e7vg9fWCt8sFN+W9tr0SwR3K81Qg2EYFp9MJ07JgmhaUNCFR1mS0JM5lZsju7h5r0+Rb1axlT1KznybO72rgf5ZxLEEHbjK19WSbbwmnFc0rMG2VcipYtL6cHM015QKAsG0smdyb1JIouWCaJ+QkoaO5KLuhrnVkMu1YJPRWWRBP1UHPbJn/5GYoCY3VbGMNCiglYVEneKkNTTVTAJimglwy6tZQSpFzm8X3khJAGwTLjNnzdapuaKOB+wqE712/zBT6QTjWCuJv+/tIou7PBoo2XHsDzf23obF+v9kOneLb99Yfebozrx1jiMSCuo3YmoiOnP09++eNIZhKGZnlOCd9Hh4reORv7ZJbEOUiEyKdObKEPgot9z4JAFf13IG3tzesq1CBSB9zJkyzhkOqqk1khF3WqDJrkRBGDlI2EoGQ3CTjUSIgcBOV2dzryVR9zZgWByZhrqrdVMYtx8I7MeJj1MhoN5cUvrMDsofGMClNiHjcn/3amwG7+W9c0zvnNfc/TGiJ9XuzqvrMYh+fSsZUxIF7WmacTwvO5xOW04xpVgbt9YqtcQuVbKCmiKRBYohz4JpKIkmQZGBdJeLoer3hugpQW9wHRAJ8N08T5rm4g/l0WjDPsxDQUhw220D/5IzYfIrPRKLszG/VHHOpbhV1FZPStm5avUwDKAzhDeOy3JlrjzR4ZQpE8HrRCGa2ygr1ov612+0mUjmAUmQMpZkfQTXAoN1US6xTR3mvP9GjppwGKG1q6Ix2mYGSGXNlNzvmlMEQYL1SMupWUUrB7bZiqxXrVpFvsm+2rSG1htrkXLizVvewwYp85Poln8JHpPh4P/C+5P/Ixj4wlfunDp7d+zVGqkbj/wD0rMz9G8z8Qcotwlne9dsICQ2HZuzl/dj0DyC0b2RbnrtnhC4R+fkeGcT+CVMnXYpyhVrb556fUOuGra5Yt5skCgWcJmu/TKZmFy+zaD01TaExFK/G8gZ80CI16r+zHiRGQtKazYAk5xmuUdLkt5xInNs5gSfCVps4uh1mw/g+Bx5tbPBg3vdzZD8eZhWWB3T43FF7e8HnnjGQArKxarD6uzEoqymDxN7PbUNJYh6ap4x5nnFeFjydF5yWGZOajYppCUkZpu/VfgZ8u4WB9T45giEA2Q+3dcXlesPltuK21aFQl0vGmnA16/vnecbpdMLpdFKhQRBXY50C74UzqOb7kJs5h0Uz2BRWw7KZW62yc0m1Ku57b2AMEdbDzmQQuogA1uxpmxCR7BuqhoFLFN6qPzcwA6VsPm7bL7Wq/6o2bKsQ/3Vd3akt2deb398jm7SwjjKLxIzMGdMEpFT0XMLzKnKSTPCpFJSUsdVN6nHnjLVtEhSgIeBrVu2qAhsBVBmNVDfT/fBR8v2nUFKPrr2k/SEzkNkfMDIDfwf7/4YNYLZFd0wrURrfOcg42u7xWIwBxGfvu3/PdI7keg7tWQ9MKvEOsA96ZDwEsG/6Lrl6V6yb4bWdaUVizgMhkF/RvgvREuqKdb3idrvgdrv6QTAeRCxx7mYz7oRIwiahESONOlRG3SpqKepjU/OFhsImEKCaQmOSCJGtR4ClZBokHIGzFMI0JZWYTIIughtTFOemwSOyvL4PdTyhvQ9nkPT9pyes8d1ewvD8PVOwlvpz8b4U1gnRrAXRjiTvRqFDIPbjZZlwWiY8P53w/HzG+TSpyQayFp55GxbMiI74lWFIqprqKvclUvhnzetRgna9XvF2veJyveG2SqABWyctvkIhLqYpY1Fb/HJalCk8YZ5nlFy8nkLUAvscmUBTXeo2k1Fzs1H1EqBgCdFsIKQGQGtGACa0mNE1YahHzQyrIUBEih3Wn0NzPQXMQsBvN8N6qhCfyL3AaOHbwhwkr6LWiuv1OvhB1nXt1hRITe+SCygnh8CHMpsZpnXLeWGt3WLRaCVn5JSwrpuGJhNqEzPSVU2507oJU90ytrzhthFWmCO6Z0h/5PrL8xRs8vYOuf31UU+43z8Q4/1BNwl/eAJu2jk436MZDE6gh3vQt8XROOIYj8ZzyOgeXJHwRz64U3AO+3nfEDt2kmkJ8h2hNXjs9O12weXyhsvl4nACibjDOpEQ5VRIau8qPj/Y7KJy7DfFmGJipK2CbPOq+m39pkQSE68ZpZkzoBg6KUm9DGb1mSTJRSiUsbAReeBWK5Yto2EBbwzCBgKjVRq2/JG5cr+GWQO5CXW3X+8RV6PUt2/3SEuIf/fEug6ZIFMSGAkzeKtImTDPBc9PZ3z+dMbnpzM+PS2YFjEVERizIsemZEKDsB1zTEvIai9Cb5V1KKlTmqyWgJhsJIP4itcfF1wuF6w3ZQq6Ccz047AMkziXT6cF5+czvnz5jKenJ5wW0RZSFoKq+sp+c9qGALTGg8FDuJnlIFJmdOyzCzsRBynmoTSlB6w9Ic09qga/T6GusgojtW6DkzmuT6xyJrUmBBdqvckzl8vFOiragkYvmanOw04N98gxnAKdUBm5m52EwVi4all1fnJDrQmtZsxTRpkS1lvF1qRYj5gBb7jUFatBn2tY7EeuX2IKj0xIR3bWR4TyqM19G0cHLL4LDn9r93Q9mTiYc8YnnXkYXkxXsx9rN3szlVARixE3G+cowpsUYCquKURuPtC/jfAOzQNwPGz7wMqOqbBjgRbmUhi/ZN9gTny4H6BaK9ZtxfX6hrfLK97eXvD29oLL9c01BeevJIlqANBtotIlqUtb0VIF0YacKppGOVBOyHXCVLvGZSYLIjX7EJBaA4o5ggkzEVZUgJqD/wmuUpNsaGac64xWASapaEU3Am4V67YBfE+wH61rptQjPJTY26H/iJr9KJ/m2H/WNaDok7LsZXDDxowpJRBN6rxdcDrNmJcJZS4oOUniFXEAvQtBE0mYXC42x7uzl0bC26qZECWs8nK54O3yhtttxbo1yU9QAUMkXXKH6zzPOJ3PeDqf8Pz8hE+fPuHp6QnzvEjIqwpk0azpAI92hNAJZs4ZxE0RVgumadYkuKIEXmEuqEESJLMTUPbzhHC2ukxcWfaXFciqLKHJxBLSXaug9dpZGQsCSeU4VmGqF7wxxNau5VhItDGFbdswT5MIPwHnaD4tunesSprODQzSp9eJICLUbdOk06RrkFBItOzaGNO2IRXCtgge06ZaynSbQLcL8rrhtq5Yb8fC+dH1Cz4FGUh3rLH/tncdMYb326Q7KX5gDsB9KVwoQR0OfKjkZg/45hM5Atqu4J8bUwgZDmreedznfdJTTzYKwv2+o2Cfn3umRxG8yj93hVsPlr0v+dicIfrjXTV2/kiWYJYCVpRkMItjecV62/B2ueH17Yq3tytu69YjZbQNMRcp7r5JdybRJyjgIDQ2umIrDVOVKAwps0lomRx0zrQFyRQFTItpLJpDzSL3ZnRpLyeR8qacMBXCMhc0ZqyzEo3GuOrMbegbJu7L6PB7dHnyEdTeT+PauDlIGWSM6HgUeEEwRmq7pOdakG5QZkitPJKM25KTm8py0jwRrWEBaujWSE1iU5OQRIVREEL6npAuxHh1SeiqW8XttuF6FefqtjXHUSPdd4kkJ6MTt0mczcuM5XTCcjpjXmbHQHKTp2qURHC/AKkQ01LPr0lZNJdSxEQpUW6Csmqx+c1wpd22aanJXbNzy4Cbrew89TW3xLSuEcr9UtI0KbPtFf1yLjvLbyCu4Tz7XlCmYJYLQ4C18NdlWby+hJ1kYXiAlRmVtsQxnAndFwFJ+LQch9oYaxZndMndWZ9JEAMqTdrvBq7Zowp/dv2CpkDhp0t+UvXIiGnzSQqz2AXpQDpdmjViy2HC94yA4VKAfzOYUTTKZuAHlgYGx0K/Mw0YcdZW+zjuzU4yJLPhshfkcMZANG6Y3fURM1r/mob/k2kn3s/kGz6G5Q3PKiFilucbVzTe0Fh9CduGt8uKt7cVr683vLxesW7Nq9wBBm0h4ZFQYUD6qE56To7eKHUfxIzDlYBGGqYnWoArVC4tKpRDslEQqCXJ9kRD5oaWZd1SYmQItPZcMmph1JqxTFkdlIxSEnjrx5/DFtk7vnVL3tcwCFKskuwwl7oWoeZx3C/9rUFDM/Mddfu2ZSwLc+jAd1aSs5SEuWRMJaMkYQ5EIqkX9QV4PWTVCFKSWgbGILpGKvs9UXd02t8bKzx1rbisN7xcLrhclSlw94MkAkrKmHJGSWLbnqaCSXGOluWEZV6QixBSk3xZx9qDEiQxiyH2egktrSrsZIAacjFmMLmZqjUR9IjFfwSykFAJPWVqnuXuP3rym+eEmBBHYNYkt4ikrKcMSbShlLNqPCYAdM3LGP/dD8jb6zUa4DTCIMRn1YCsZKdpHA2MSgRKDSlUgySYb4iQJ2G6UxK/Qwrzu6ZNq+ERiBsqMipPEEToAq6jEPze9QtMoSdsyEQzAAujM6JHMCRBU42iZaUfzN6qFBnXjVztTcm95mYzhJp9YPzGeQPpoW/ITjj1XjSncKZdsN4b0KNc+GBowkojN0O1ZjWHLaxUmUKMdjg0GYz/PopYGe9VpyAiEfI7YKGn3U9xX5Zv37Zt0JIJ63YFtw2t3bDVG9a14vv3F3z/ccH3H1d8/faGtUHghWxqSMMltVCISf6EjNbkANW6aviciacFXBPaJsxBMqiF8HfG2FDbKsJeA5ilvGEjIM8zeBUTEiXGjTdhbASAE2gu4MrY1opTSajKJJ5OM14vK8BV94PmBDNjrRUGseFOUyLPRpXKVLs9AVewtCZEc3PHtt125iOV+ryaWAw/JoFqIHPGN8xeiUzqThdZTiQ0nOcJ53nCnDNKIjyfT0IwU8KUhZhIpFJSyVvrGWTRJEnPY2VxyEqVPckzKXkCIaGkjEu9SgnWdcXr9YavP37g9e3ikOVWLgaNMeWEOWVMKiCYGWQ5n7GcnzAti0TKKKE2SO22VZymCesqKL2UJdZ+SkWQBaiJbqeCg0nTmyaTLcuC67qpKiWiQ1amASaP4jE7QQ5Z4VSNyKawHgCjYtNwTUrRD9VAEAZQUnJmTWaWc+d58wx5sGTiMxPmSRz2FrNllodUNCciRCCVonk8rUlYNjdJ85MsTo0m1Sp5sPMjdbkBSRistQK1ChNJCURX0LpK4mrJaJw1dJaRmZDRcZ9+dv0bjmZ7wygl7cTWn157Vcyubg3pq0NmHmrj80NNA7AQFGMm3q9Y0/WYmPYmjPlx+HfsWZca7hxg8c47wv/uS9GPIu8+H98tTEggkR9rJnbQCqRq04Zab6htdbX5ctnw/dsrvn59wY+XG25rl6wymaYgB6JQVqgM0QC2RqAqOPtctesZuFw3JGSktKGUinlmaE0Sl9I3rbzGkOxlhmgQhAykhJRFsqQE5CpAG6mpFtAEqXWZCHUr2GpDrYRaCXNJQEvYIKp00qVLKpQYUTdlJQo5QtBVA3NT3c68OMzvqPWaE5pZMWfi+qmwEuEuuDWwzksqQJkJT6cTTsuM5TRLwtoiZhoixmmeMc9iDiiaSChmB/EnkApMrKaVBELKk8CdpwmgLMTGTC1V619vFZfrFa9mPjTwOf1JEKZVMnnyooTFajTaVDTb1iq+9bMhRearTEgihQwpgl+kTmYGgUkdzvZ3EviJVCbM8wnburkPMJGEvALdGeywKs6Ida6jxmaCEsd/xyABdjNQJSW0OXk50ayEvYFBpOOC1BFxQTkn1JqlBjp1x3wuEnXEpPAZNWntZHM2d1pD2AmZqu7ejQ0Yxo7akIR3YuWGqSa0nJA4I8E00r9YUxilIuvv+zAR71135pZHTIFk41jgmWsdg+oxdLTb80K/zSEVbsPINH79OqoLbNcj2/WdX8GJTSQ6RwzGNjT8uUdzH00arVWQZXY2gfS1RLWLZjF///4dl8vFTW+iMsEPedc8tJCL2jS3Wh1rRpyWQKJNI4wyStmwLBXLQirVmqKu8L9ma9DfRFD7MgnDawyeM/KqTj2NN5UkOcFVYhTV6BJqg8A8QOOza587SXiTwyFJY8kAXWG26jhvRKMZqGls/TGj7wuRM/kaGZGhkPtBiuwqhVdMEwNOpxmfPz/j85dP+PTpCU9PJzydJTEsJQkLnucJKTMmjTCqlp9AppmbD0PhtqcCQHBzEgkaKjcZyaqwFq+XC378eMX3799xvV5hlf9M0Cqa+ZtLEtPWUjAtM6ZlwrxMEoZaJqRi0U7CAFgZADMrQF+fS9vue0IOkqS3lAtSmfVnk7OvYZxUshBZ6kmIcT1YzX+kQBf+Ml+pJCYVM8ESXEjiKmaliir7NydQnpBDKHblJmav3EB5A2ky37ZtknRmMN0sIdVTFgaatQjJ1irq2nvUWISXZvVUSPIXjDJJZK9ColP3iVm2NCODW8aNDIZGYdOpgW/kmduU0odLKvwJpqB9p0cRRkHC3n+zM7NEB+DhPcbN7/UG6K6SdtwBi84UgoNhcAT9hdd+LHEM9tv+HgphHGoUkdgcv+tRNNc9g7F3Q/DcFRrAJNnLRWCyb7cVl2sPR71rl9jzD7ZtA0m5rAFhkyF+BbNx3pBAWMX2WSasp5MCpVnYHSElRmtTF0dZVfyssBAqqJOq8jUzEpPj19eaMRbWIVQWkDRuCmRGIvFRtR2kWhZ0LhyMxqRESGdc8d0tgplD0fdtf/54zSWgYQPUD2GVAJXngkjqU59OMz49n/H5yyd8/vQJT09nnJ4WLBp9lDNhnifM86T1FaQkqkDJGrtilyiT4viIJJ0V+C7JSBmoWxOco7c3vPx48fKr69riMKUNr48hOSuSxRy0hVj4Jyd/uAsx1IlayOonSuDckPImMBPM4LaBWkHKYiKaphkpX5C4h4dO04Q8FWdaBpLnPwqoN5wxIjGLAl7ExhgIay5NbYD4LhoSVxA2kEZSOaPSDG1CRuKmEBkS1jy15pDdBulNJNnpWZ3YBPVj7QAYKyDWDZVQuibbNQfTPAY8JhViODHQup+TiNC4YVP3Fav/qnoN6fevP8UUjhlCV8ng//9Au9p21Az27zu6SG4epDtzHrNamdzh5trDKI3/T157KehoXIOUhGNm8G/2ArU2tfQJUWyNsd6kqM71esPtujpKpfQJzk9lOsV+v+VNrQAJVc65S/rMSRzMBKxNNnyihKnccL2uuK2bSJpOHDKQihc+b0xw56NmfJIy85QgmEkMZ0ZtYrCiTUJNEY037W/TiI8Nq6BooPNjJZxBQ2QbKMYd4SQ/EJDQxO4un26fPHPyDlEpzLCIyjwJcz2dZnz6/IQvX57w+fMnPH96wvm8YFkkusegLIrhThWF+chiJ5buiyku1hgGjXH/4KT9Yaxtw+VywevrK378+IEfP37g7e2CbWPXxE3TpsSeDCf1uZPXGJYQ2F6Hmahrx0QC+FZKUT+D5E4AwmiIgFQq8jYhlVXmhwhUmxDgaUaZZ+QyyT7RKLdshLhJBjxDk1c1L6B6lFJYliT7tNm9biWwnAbF+WpCyJtqqkV9UzDGlgsyGhIV0Ta4ITfx89hZcVqjDvLEQetsbbQu6G8xITUVWIQpeLg0qd5jjEL3WdIxJWjfs8TsmZCztYJpk7S/2hSyfh+m/OD6y5LXnHEdfvcOoWeftZ2UxeM9R+Yeuz9IcPrX7hVHjOqxRvPR62O1H+CH0+1/4XP7HU1DfzVzYDZpoaFuzROWLm8XXK83rJvYkoctY5KYOnXrXNGaHHSqkApmEEnLkuKICKs7/wi53LC8XXC6LOIko+K22VQm+BqwpPk3bhr+qpE/xBp5KI7/ZuZb4RBi1sgJKVUgiemBwMiJcE2kOVsstSGMsLOGDIa0WI6EnkdMG5k/exbgEFhhUl3fSyJ4eFNNnLaUmishRMCkMOTLVPD8fMbvv33G5y/P+O23T3h+PgvYXRHQOyG+KiWqGQcQIDWJ7iGFfrDEJpUmQ+EYC5pgDVlsdcPLywu+f/uOb99+4Pu3F1wv1+5PUOojtJBBWZhzygl50hoKpSArUJsxBiIJj5RxismNcgI2MQDnXLSqWFYH7oQ8VZQ6S+LiRkiZQaUilQVlWTGdrkhapAYeJkwaQSTrJtosw3xAe82Z1KchUVGkZkfb5JpFrGvcWLwdgj9koJDKFNRpjWw+J4nqI3UQ28IPfs5mATIMaP6CZGpXD3qRgIMG4garx02BuYtzzMrWhuNpe4plPxTJigCBUWvBWgTbTKZskGbevf40U3hkyvjT7aHHf7spI6rs9m8lIoNmQccMJ5L9MXTwL+rzzr58ZMb52XP9M4RDefz8XrN4rz3TkiTSQUxGq6bxtwast4pv337g5eUF14uEIso47Hn5n2Di3LC1jNISyPIPWGPE1Pwj+nmWOg0bA6hI6YZ5vmJZrg57sCwkNm7LeqWmTCF5glMSwbabdNQAlCE205Iyphm4bYx5bihzBZUNeZKM4DJllEtCugDAimttWDVyigE56Vpr1BWFsH0MVK6GuG6p04CBUWiwMAwO2zQE+4cxWmrdd0AJeDrPeFa/wefPz/jtyxd8+vSE3377jNN58XDTeZkVME0zmAMybSNhUFKmVEJWkUgA6XSuc56V6ZFmLzdcL5K9/PWP7/jXH1/xr399xdev33C9rsJrjQ6F3yUnTHPBskyqwUyY5knNRxPyNANZ3mt2evFFNcEMalXPdlamYDamBEoFVCZkZmy8Aq0hlQnTfJJkxVaxrTfBQ9oq2rZirQ2skBjVssUJYzgoOm0gm7BEuuZhvSxcWneZnQH7nGFagO1FArJBUUukpJUZtYdTNHMz0KpkQNdaMZl5pwqIpOytBt40CilBBB6IX8zqcXtYa8iPMS0j1pwxCPB5mnBdN+RaJfkNQAyceO/6U9hHH2II79xCuy+9zb22EG8y7m5qFzhUcOrPsWUsqhRg7zp2zFK3l/yF1975fOdUP3zmcXuP59uiyePDNnc94YfBmrC24XbdcHm74cePV3z79g2vr6+4rauHX+7HsW0N67bhtEgST+OEBEYuMyoIGUaplMi2irVKndmGDUhXpPIi0SdKZSiThmXCD5AU2FHCB5GYWmOBfiApkiLkL4EzoSFhacBamzCGqeF827BME16XCS+vGaWouamKJLY18TloSoCeEVfKFQtHM79bXxMiixknUDQlDU/bnHVzkTgQNYKnAGUizGXCb799xu9/+w2fPj3j86dnfPn0jOU0iZawTGIO4oo8SWhkmhR5NGcxpdXq0jihlzmlIkB5hnOUU1E8HxEILpebaAbfX/C///v/4B//+Bf++a9v+P7tB1pjZJU8E8FhNKY5YV4Szk9i5vr06RPOT084nU6CjDoJtHRSB/NoA1chRyNvDNbZ/FStNXEFk4azJqnFgKTmI25Y6hk5C9YV3VasANoqJlHKUHPcBMlKbmorlLM/BHsQaUwDIUPKx8JphhDmTMbku7Vi3RryWkFUwSz1DAi9xjISa6Ba92NU1eQyoJAXksxp5ms/zyz7u60r6nYDYICQBC5ZGWoCtwxwUxDICXDfhfovWvVyoDklQTJuBbepyH6vG27rB+NR8Scrr733mX8nN9wRwj4h/d97pjC2E9RxY9kq2rF+liDqlkdg7ErQdTNN7N1ohvL2f+F6FIq6v/bFW4Z5eHDdzcNOKxn7e3CvDvFWK6hVjRACtq0Kzs3LGy6XkMGqV9I8BZPPt8aoG+N6XZVgS1KV1HgLNhGIU65JAqoQ9LYh5xve3mbMy4oyTZinhmlqQJlUqtSoo0KiiSSAS4KE3GbXVjIlxV0SxkAktuq8MSg15IlwuVWklMXcotK2gJZt4LbCIrDsp7JJ/N2YEC2VVqrBGQhJIh1gDCP4wmxtED4XoRKZgHnOOJ0KnpYFX357wt/UZPTp0zM+PZ2RtaDQNBXH4MnZyl5mjSCBatJb0FJC8lrOGq6Z1I9CWNdN/EeXFa+vF3z79gNfv37DH//6A1//+Ibv319xvbIQWJh2IPj+YjIS7WOeJRJqOUnCWplmpDKB3MFMgMb5k/qKSumhowBpxTl0ALzWK60ZhWfzaKcJpTSs04KSxJ4PkqijmqpUbNsqmIRBChjjKjkl0FDfJLZ/WyHW/AnSHAMhF5rgSb00sAlxUhJ0xbYqVLwy69QyOl6e+AG4WZJkz5zPEncqmcSKfCCJOWZOEoJetw113dwUlRKh1l6icyoF1BiVEio6rZKf5pX8zJlt7y85oWRLPIyU9P3rTzGFh9FC/VM3XxDJZoj29yGGaMcU9nZ3mXYcitL+Sbjd2rGTPfomjKcctHVkfqLIUIyRPDbt/IzgRwnkzu5pVOQXrv1c7QuHm1otWO9QAnHD9XrDy8srbrcVdWPXEogkugR6xglGNCHFR1aLqxfHnzkQiZLa8wHLtWjM4Mq4XDe8vl09pC+XjDIVTEWS04jI4YwNnyZlwqQJchK2KZJoQoZE0ZjtlMCFhU9sUq6xVYnrz1l8Cq01EBNyvuJ6q9hWxnWt2NaGxFYcRejQtoVIbuoRQmauJLBDQLTakAlgEgdm0TkBoE49mYOcCKe54Hye8XRe8OnpjN9+/4zfvjzj6fmM83nGtGR13mr2cpYIojJl5CQ5CbKv2W3Jbs2ARvIwS3IaabgvN6yrEOHL2w2vrxe8vrzhx8sL/vWvP/D9xwveLlchrKpsFvVXCAG0/QkvpHN+esLT05NgE1koaspgtlK3yc0tRgOaclYjYAzywjrcWCN2pJ6BI+uCxLmsDEJyXNRECUaiCq4FSXG3CAA2yQ1oGuEl4WsZ5CsHaIaghOcimI04mI1kC/rYW6vYthUAa83l5GV9WSE2KElEVzx3OWfVvKwHGu/BTXewJkfq+arbBolDkv1MZUIVJ5agEBOhroSWd7WoI/geN8U5kzWcSkJrBa1N2LYFr69vH6IrH2YKP4+775+JmeEeaI53nwlBCNmfgYF4oz+hk90s1D36/gj3RSI9vKN0PTKCzrTGcVt9X3MumpPP3m8MYWB8O1NYbP/ROGL0xpEWsmc2sXiPjdGf0/lIlLDqQVnXDdfrFdfrFa+vFy3W0XrmrkqiWcs0gntGtOQ3VOSUkUkce1aTXTJJCwAWGzEngCuYK263itfXq69vyskhuEtJKFOvMGW8PGuxBG6MrbIktEEquAlTUH8ESzw+EtDQMBPAJykENM3iBCUQ5mnGPF9wvW3Y1orXyw2X66qaU0PdGHlKeLuImrNfpsgYwOJ0lZBZFW+alH1sBDWbiKbSWsO8ZPz26YznpzOens74/OkJn3/7jM+fnrCcZhl/UjTaBJBmJackYZ8pJRTHeGquXcEIjjLl2ljqMYDc8Xq73VA34OXlgh/fX/D6+obv33/gH//8Az9e3nBbN4DF18EETFMGc4VFTkElzmWZcDqfcX56xvnpSRPYhClQKmgNElZKvaQpIFpaSglI3XHPgMJKJzfbNDOxsDl7FU0AJPsJVtJSGFhOTSXsCkoCUY20grPAntQqEj2gxXSYPElM/DJidoMzhsAUAr0Q60ND3TQ6qjXUJE5/kEUyCb3a1k3rv8t4SpGw2akUhb42C4logBTUUWEKKxCYwlSy5k3IvqrKoESLEHOo5QeJQFBgcPaA+qSmolAgosWc5vkh/YnXvx19NJoyYugeD/Y54J6oAXuyfKCFmF5B4wIeEXTWhQsqQWBEMlGs1a2Gvj64BmILI9z3/XyPcD/SQPaXMba78QyfxXvumc59m4ytbgDBox62rUr26m2VcNTahpm0sfY+yIZEBdLGqLmiGSHQ7giURQajgWgCcVVTTANXxvWyDmMiEOZSsJyKgrmRIkFmD72zQ4hpUtgRYQgJCSCxm1uZzQqACqMwY5qkb1utUiayTHh+XvF0vuB6EXiPl8sVl+uKrbIwxm1DSgU5vWGr1YsFGTQHOQHuYZ4ZNACbLadZo2OAMileFDcspxn/r79/wfPTCefzCefz2cNOs5WE1EgpseOLTGnvAbr50c2QQI9QIcHpIZZM21YNDnvFy4833G4bvn79jm9fv+PHjx/45z/FbPT6csG6ieQ+TZNkfluYse4D0RBmnJ7OOD+d8XR+wnw6I5VZzEZWiznlociN7z/b/074ZV+MUV0dINDGJu0k5DIp81NhrFbkNEndZmUKpWwSoXW7obZek6FxVZOfam96Dk3wkfWEmC/ZBKuxT/G0WYTQOEbFUCKIiZLEf9WqMgUSH9I8FUwlKdSEOEOYm/oCNtRVSuLWJn4FW3eB7snYcsYtSx+3bdUACMM900qFIHDpUWdEIpyZbYOXGU/n00NaEa+/JCS1M4Sf26z2PgUj3NgxA5d6H9jBIilkVUU99hcavhbSumPoqkkIx87nhz0Pnf7J2H7y/fE8seOm7L9XMjD0IBE0NM4wmsScU8HDBm8ayXXbVqnBe7nh+/cXvL1e8fZ28wgb67o5Ro3BkhJdbnKg1gLkxtgao5DAVEBtyIAk+phxvimwV702XG9vuFxWXK9SDCSnhE+fn/D0fMJJfUI5KaaPMQROKGWG4NyopkAFgpclh6xBDnyrkmvBnFSDUJ9HY5zminme1X/CeL3ecLtuWGuT0pOXG5iAeUlYnVFYeUWZFwGT02gfUgdwyh6lM81Z7f9JQkrngkKEZZnwn//xG56fFMJiWbCcJsynWRFNe2ISQfwPSIbaaRpoD/klImytihQt2KogiH/1dt169bS3Gy6XG358f8M///Ev/PHHV3z79h3//Mcf+PHjFbdVbNw5k7/HdhsRIxcZx6cvn/Hbb3/D77/9HV++/I7np89YlieUtCDnWRBFS5EcBNX0uHaCWvVMViWWDELbGKDqTKP/CENMWWA5gCYgcHYKmFE9PLWibRV1rdjWK+Z1lWx2xZcSTC64AGj2f69rEPCQiC2xszOETd9jwlRrFbXVXX87zbtdrjLeKqGm0zTJvE6Cb9Sq2PapFDGLqvlnU39C3W6odQXQwJlQk4AENt6wbWbLJVxvb9ium5oZBbF2WSbUlARtQH1xkpuRFHxPTG+fPn16lz7Z9aeZwkedsncEjmOGMkQSeEBMTTCOBp/+P1J8IzjHH8xU9sydrX+nITyg49GXYO0ddfPIxPMe8X881gOmSrs2lCswi0ml+0/Y24gtaqvu4FvXiutV7ctvb1jNL2BPOCO2cDxSAi03tQaPpGDGUGhHmGwCJUbihtZEsm+c1XbMkt2LG1K+YFlexIbs9mNgQXFNQVTjijmfBK6CxsgWMSn1sS7TBKpV5swkfc5YTpNn3lYlSqfbDdvasLaGq2pMDMJpESylrSph4Ya6ClExhmDga0I8jTkQpiljSlKzeJrFMSvlNAuezwuWxT5TaOgpu4ZAJI5d5o7nT1ovoTXTTgDDFyLOsHKyMh8Z3MTxeruu7kP48f0Nf/zxFf/857/wr399xbdvP/Dt6wtuNwkuyFl+HN9fzReUBDL9dDrh8+fP+PLlCz59+ozT0zOW5YRcJlCZQLkIQyhSPEZ8KiFcso3owY2F0bem+Qu7cxZN1CZpN97cfAdmtFLFrNIqWpGfPBWUKubKVmP98TacXUqSFBbrJRstARGoqYmoaanabfXyoFK6tmLT3yaImlBrJqVEqZuPqDvZI8OpDah1xbatGm67gjeplc7UkJhAdNkxH2FwKSWJyEvJa1ukJJnezEUnSk1/EGRdo3vPT+dD2rO//kcqr/3KtQ9PHcxRpkEYYVRu2TF07CE4czliVaSMxEIR9+96jzFE8xFM5Tww89j9D593M9bBOBFU7V07/e+RST3qr/kloirsUR9bw+0qNWivWlLQ3m28Nvoj/HN9naGkivZOILUVE8xBSVovIYMyA6zmFdXiagOut4b8esPXr68QdqIZaQTHnk8J6CUkFQhRTYfMfruZ1kGUUDKJabABnCziA+CJgSIJcZtWok8FXqltXTfcbhuIEpYla53b5makbdNwKll9kWbVQZpUe8gkfpC5iMN4mq062Yy5JDw9CZhd0TDDMolWZEwB6oeQ6B1z3Et4oXLn/qMaCtlYleBstYJrw9vlitfXN7z8eMX37y/444+v+PrtO77/eMHr6wXXazCLkC0tA9Q0rBFaDnTG+XzG50+fhSGcn9SPsCCnSXJNkmgISUOXDG6D0ePn7wQkYoA6JAMzelRQYAz2d+MMkAp5TGhtE6ZvuFt5QypZ/RVNI3oYFbX7/WDM14IAkp8T7YBrOFY1rdaKOhXkvKHUDVvdRLKvm2oR1TLbAMDrLlSNqCpe5yBLaVk9o17YaN2wbqu026po1aHuy7atzkRi9CIp8xKnukQrCTiiheLK/BrNywbuiAJ8zHr07yev3dvTjwnWSDwPvt/da5+N0q+1L+FV3gcCoLZftn78RJP5mRS//56C8YZNhfnANUYvvaNhvcsQei9+6qwGATSaoYwpbFVszesqhdHvu9CZQexT/GdrPYOUmNGS1X5WpEollAkCQ0CcJZpJYdXXDbi8bfhOb3oYyQkUFTH7TMVsvil0wcVFkczAWptBNYik+RNaYJ1AHv0HsGgulhCXi/YrYasV29aQsjCFBmEEmwL91doUi97mB2hbUyc/IZMBlZHAUxeJsJqKQD9POeF8XhTELqsGoPUQLEPbE8VokGBlPV0cQNx//Ufm47auqJXx8vKK799f8eP7C75+/YE//vUVP368ehGl2sSpbQKXmB4rBKqBkXLGPE84n894enrC8/NnPD99wul0RikzipmMlCGIX0EFEQWCs8Lzj4IuSCVqM+maVyueFWMK1QD6IHuotSzvyQo+VzNyU8RYNK+xxei+MmNAwlx6cIuZSLmKFN6qtEm1IrWG1DJyEi2haAGcum1q1zdhQX1ks+x/iwYyhNhsMd7cVKM2oUM1EGMIyhiNoDe1W1rSmzGEpui/CSl8pz4GNRwQRVSAhKznId3Rk+PrTwPivXfPz95tEuheWjYu6QzENAXqpiIhAsGmBPu4xxvfE5L7611/gr33nT7v2+qP8sPvHvdD3rdftLHdB2annaZiEoIRT3PwtSZwFbfbDevthm3jQHB27dmAhy+UKVTJW9i2DcgEogoUSb93NXo3F2LrVPy2WnGpDXV7k3a0UHtrDVQ08ggTJo3RrurXMC2BSJmRSUTqNHRTgREgZQrGEJOW9xSzW/bY/tbEOZvnCctiJgs4ceMqSVdmkpLsU9UUIL4GO/i5iE/BIpBOsxSemecJuahDmQhAczRVEthWnzfPju5OtyBsiQ2kKZOycNrWWH0jq+YhiGP561dxLL/8kPDjVtURXooSHZWqeUMuIk3P84Snp5Mk1n3+jM+fP+NJzUbTNCti6IycJBxVTHnUmUGUbBUG1gmVagFW4YwU30fECg5zEJz6ukFdY9WCMbVWtNTQikUa2SZ1g4JHPnWmIL6ZwX+gjEB8HqKBpLqpxpCl/WbRPg28SWDCViUDmVgY3LZVkEYqWgSlRFmJRM8KbVHXmzvebc4k8jarkCAEfl3XO1pgAk9GZ5pxrvqcifa6sdEQAaGMZ/O96//n5qM7iTmaKe5v7kYiUwPCxfr8/mky0eKAQEvs+vsS9/AO7ofTIlFiR6I5Z/BpBMnovq3xOSPm7yehm13xPtRXDkIGISMldpz2rUm91tYELntdV89VEAgGKbXIYEGpMEbC0WyUfOytiiN7xYp1ncTWzw3MWROdkktJOReApRYwqDlsRWNhDNcLo65vUmD8csG63tBIEng+P59wPi2YyywaIJvyY2Y4achNLZnAyCAGsiWXNUaldSAYEqrIqNmqYQmyasuMec6Y8iJ5BwpzEbeIaefM7MWgCHAETG7rYL9NRJg1lDSbluBMO2npyk4AcyGste+fXjK27xdTK0wRrgr9sK4rfvz4gZcfb/jnP7/ijz++4Y9/fcX/+T//xB//eoHVqTFGAibUTeXpBJQMFO3v58+f8Le//Y6///1v+P33v+H33/+O52dxLk/LGafljGlaME0LUklqgupJaVxZs3tlhmSPkZsmAY3+sXw3mBYetKRw1AkB8tn3P3uFscQMsaUD4qFSBmQYUJkUKl3Ol9Rk7udHCL1I4m1TXwWLKc7KY7LV/+DqzuG2rRqIIcLVulVlAIqZlQhlmyRQo0liXasboGVQcyuYeALQRPuBOJuFNtU7miJ+Jxnnp/OTj8GKEcXa0n13dmA9ZvjzP7v+NErq40u8knv7+EMieUTk4nuI1OHZYPq/tx01CvuBEDcKVddsi5lK1SUFPWjGWPT2Colouc/MGPvpmzr0/5GmcKcVYTeP9EBq9+fueFxoi/wwdKZh0rk5mUVVrbUpbn5VLaz3w8tT6i91kcmBYrWHkgDimUqLPBLstW6i9aSsmW564KnoWiZUJGzrVRLiqqjnlBjlJLkFaCzE5QSxyUYtybTBlHy+iAhTKcq0rF6vAK9lTWQQOHutiaD5HSmTbVcxXWl1MDN9dEd+n+Xk60ZigyfJGuU6Y5rE0WeZqcs0u9Sc1HQk54Ad08ZDJlPChCbzo2YJs9K3lvr6E+O2bthqxVUTES/XK/71jz/w4+WCf/zjD/yhTuW31yuuV+l7zgBleXeZ3PKhmExS93o+Lfj0SaKNfvv9P/Dlt9/x/PkLTk/PmKYTijKDPM0yHrIELmGElWU6u2dBAghYCxuJCSUBtIXdpfveTGdJzzwLem7Y7Luzo6eTZAEF783mF+6IRTbzJpTWCBwHVJNJKaEpPUhJGAyzpEfWetN6IcoUmkQh5W1FqxPatjkMNmPVPAUts5rJNam6bahJCvAQV3CzUqrWlQLmqppA1feMtVpSSjifxVH8+dMn24kgIoVUL04TWmPkLLUcUmAE0zThI9cvaAohXfxOyNYdRvYvnXxWWg5SSavnHMgfDazVw3omqSAgalwkpAxiNPeYzbvnDPjEZVH9c0rgqgwnBQApsEsdVghbNnQfG8BI6h81M4oIPYrSYxlbDCAF9M1wCIzCWxQP6fOWEEQkyWA5J8fX95lkoNdSpbApsm8Sk0hkugKzJUZtmuHJSliZpBhOa7hernh7e+2mA1+94KDXDHxbIjt7hiMkRA+43m7IxQDlWAqNNHG4SVSSEuekkMnMQM1I2NCYkKamAHUbrreGl5cb5j9exEYvsbWoG2OZJ8zTLKUEVeqRvokpQONwxc6quQ7MTYuWZEFJrcCkfWAAk81jFnur9JOQS5YkMAXf79FO4W81e5jfikgLq7PBDBhBl8TBpppKL2gvIIUyNd3MJ4RMbcZKSF34SIS6CnaVrCfjcrvh7eUNb28XvLxd8PWf3/D95YKv//qO719f8PLjgsubxOqXDN8TJQPMGwBGLsCUJWfk8/MnfPryBX/723/gy+9/x+cvf8PTp9+xPH3GfHrGNC0oZRFYa4XAlv6ZBgtAK9dZMDh5lrMSSxaG3IyIq0o6zRM2lipwUqVMfR06p1AnLEN9AGzJlfAzl+T1YuE3TapWleTZZT5WuBcT+AgmtxA4o2s5LEWCZCRJHNxg9QHoe0y4bCKwNkCElSRrVlAAVCEZZvLhBQkz6law6lxy21TzW9Gq4CDNs2Qrm++05IzTvKCUgvPypGtgpjmLcNqbznWcwbT0kesvMh8FsmaaQSCqFA6ZdNeYQkIMYXOpGtXVTdbaqXtzy2j4ls0ph1ZkD2cdYSL6fAXiDumHMSs3EQViL19104BtMvlWs0wjQ9CniDqJSKSRK9qWPEfdHebCjKJruqlBFzcwt3vTE3nfWjNIEbjUUjexc97WG263q6jHvZf6Fztvt6+cMUAIFisBaCzJcBJLLnORUsHWGlLJAk1sxNbWmcwMJOIR5SKmvMqo3HBbG95+XDHlhEkLl9Ra0c4nAApEliwMNHfzVtN+ElQ6k1DNxEkjewBKFT0qS1aralik9bNyw1Qm0CqHWHKhdfRKsM1+7gS+NWUK6g/irln5VuNg5iJh+FMpIXOfPfvf9rvQJNkv2yaZubfbTZFMpbb0y+sFP77/wMvLG368vuFf//yKH69XfP/6QxmC+BByglbikjUWs3ITSXJKOM0FT8sZX758wZff/47ffvsbPn3+Hefn33B6+oRZzUbTtIiDWcNiff/oPnQMI0iIMRiSs0I0+hqq+nZIHPlSEUyAFKtEMfS6GerMd91DzXrYIZvK+ul8Q5kG2E1Fcoy0n7r+vSCNr9Sw93tCHWBmt9pYEQBU4FSa0aBiv57tRFaYiDw0W+pJKAMjRlPzViIS8xSAWifU7YZtFdtarRsSdaawTDPmecY8zc4UTHBsHlxuP3GM3dfwkevPMYUo2t7bPB588W9cwUxjsfNjN4yaEazAenz93tYWbf6spqM7ZzFRVG6DGcxs7LL5jME98lE8Mo3ZZ/vP32vniNOPUR39e3N4WRazQA/3iIfdW1VHCu3q/xJZCHCPlyZShqNJSilZNEVRAoyxJUPHBMNyMRuzS/ZyCAnXW8XLyxUlJ7Rasa4zhKEkTBMjG36SlRskCUCQzObeeyPAUA0zpQ6dYiayyowUcWSYkfMEworEiqxkhEedpXBNQX6aaS3KlUgTOmKkh/AlyUmQCB8LOWXfSxZEUZsQt1qbxtsLEGFOPWqsNggj+PGCr398x/cfr3h5fcMf//iGt+uGl5cLLm8bto1RsghJhmnEUGUrAzkzlqXgfD7jy6ffhCH8/jd8+vIbnj99xun5M+bzM+bljDJLbkJWBz0p6JxoXnuzjuSdt8yKj8XqtO0BBbJnNNqJWet5aMnV1lxYkyQ1OGV2rTzIUSb8WWJZF8MA0s+Gh1I/K+Trp9KDK3kSds3M7luobVNTkjAm8rNAlkmKhF7kyMDpuGVwrlqmMwlMRmpois0lwoSYG8XhPWGbCuZpQq0rCIq4mhKmLHkJJc8uYEuYblPBJeuPvF8gaZLyif9JpnBMs+6+e0Db9LvjL+/t8cDPmIsTqt3zRqyPnC93Wkf4bH9//GdkImM/dwzlJ9fPxv+RNt5TBT2yQjMyt23zqKN1W/1gSkOsWgzbeehaAu3XwPonktNWm8IHdE2NXTIml4Tjc1GSsSLzAKM2FviN7Yp1W/H69obTecJWgXVtOJ2lRvE0TZjnjIaGohoIo0pSXZOSoWabpmwZxxkW+29aFABAozl6UfiMLRXPjkAcNfXfLqQ0ExxkcM1w69WLKlKq+gNMk2MJ021SzUXMBmrSYNYMda5Yt021AsZlu0o+xbrhtlbJPfj6DX/88Q0vL2+4XAUSe6vAugnQYC4dr782lc7BIOVkyzxhms84P3/Bl7/9HX/7+3/gy++/4cvvv+P5y284P3/Ccn7C6XxGWRbJS0Annk7ww36METLUpNaxFPYJAona4C0SJiXRguwyjTjuYfEvcHgb+xoaU2ILImCJFKoKhdFqVZOTPJCy29J6nx1zTPdlA9rWz1JTXwLXisYrXEV1QYm973tTjVgvkiL2CtPK1NT3pXhhkKqD8HfNqOsNEiQhmlMiqSMivqjJz1qrrMCOLRSdstoL2ZPq2Pr3gesXmUI4ET+97onncZNd8u9PjqGpDwkgx03SN5EV+xjIOz0OQT1iDG76OHyG48OwDSZd+rnG8FHb3pGZaN/eHhDP3mHqukQerR55VGMyVsKAWWMqs4XP65v0PRrBESJimkpxmxr2iSQhrmihlx5xYxmd+7nQ/ymTYQi0N7crbrcN8+sV20q4Xjd8+vQJp6cTllPDUgmlMHJmTFOThLGUkNKsWk1SZFVFF0XPYLXxChRGVq1FJNlSihSr2a0XYAKrDSDoqAMjF+2xkZ2UnnxHMFt1BdT+25DE58Gy53/8uCAlkuTC6w2EjLe3C17VoSzoti/4r//9T3z78R0/frxoqCnh9VXNTlVPHgFlKuBEokmZtJgS5tOET09S3OfLly/47ctv+Py3v+Hzb7/j+bcvOH/6jNPpk5TDnGdNzJKxANDoq/0Z6ETH5yzswQiUZ/fYvnCUT98nHNowfSAGXehehYHosdbMMBOTxu9rPgEHJpNy982J3BgRFoIgUAEpYSomPWhlNMkjMCGoB62YEFRyQU6ln6cEGES29EtqprNBhzM7tAmxAClmJjGhqoHZlBHJxhaYFzs/VljIEgVzyZim7I72bGsS9vTPrj/pU3hILcPC34d9DkQN6BL+7tnOFKKJxZxLR++1VkIWJWPYSA9H8oAhmCPxaGx8dx6OJ/vI5HMnRRxoGaOf4LjdoYA3RiK2ZwrVMFYUp1+ykOGhgtAhGMvX3LeDfia18bZhLiyGX2y44v2VDN3mphybzmi6AwwXUkhnQkLjhnWTg7htDYw3NGSsG+F8qzg9VZxPrAVeGrZaME8FPBUgb4Jr06QSGbXmEqm/l80oGPIZWGzfmbJUgtP+OgQIx4JO3WQhdFY/S1AnsZqpqLNWI3q2LhXAtlagCmEzs8q6CsO4XFe8vV0BTpKd/HrB2+WKt7c3/Pj+A1+//sDL2xsu1w21iqaXMgQ6orndDKYQaqAmcpIiPNNywqcvv+PL77/jt99+k5+//weeP33G06dPOJ2fMS0npFzUL6A2J7PJqekUZsq1fRL2qIWBks5dNliSUuS0Huz9gamomUfs96SlN5UJBCaz/7dE7zT9TIUNvQeAQrQI83AN189z74+UONXvw7fKW9Uc2IVNz5GCRp+xZTdv4E2zobcV6/UCSgyuEtZaa8WUCet6k7owJHuKoMmMlPW35MPI2SnwGTccJYjfLHm4dTf12Y79y5nCQB+jxOSf7wnoURtGbGFDumMtvFMT7Zd9xqHx7kQyghPawWM95T1p/mc2/iNpXQhe79NHtIE94d+/+2dM4YgZ2O/IFDxlv1aPQrI+e791EqVddslk6CMZIQU6/nxPpxdpvyd4dU3mmMm545z7oWIkCDYOYd2ADSwFdF5XMC4CVrc1MSctFfNSsdTZI1uQgInVXg0AJESWoBoRs2aOin+DmmXiAmY7k+lgNfc82Ctxn7GtgRJHVjLC7E7RbWsuBW21glbCbbupNCmQ5lvdcLmsqK2KdvD6phnKb8IQXuWzlxfxIVxuK9ZVTacKH55yAmWLklMzGSXFOSqY5gnLacH56RP+9rf/wN/+9nd8+fIFnz9/wqfPv+H89CxwFssJ07KAqAgktmYtG8NjFmLPxoCGuek+EgQJOgoxRFIn2fbDprUQPNY+7JWmKuQeKTZqH4Mm4lWUukBIyiRZ17jbA6OQF84ewvmKOjMlEDXPsZDl5q6xVHaBSzQgwU9qW0XTTOjb9Q1EDW3b0DQcey4J27Z6ZnxKhJKsBKtqm8lqRJOug/xOWc5Ro66VWzs6yu7/acd0b3/9gqZgk2nklgPljSq0XQ/I8q5fj8wud/9G0BqcGOHhM0T7Be0s6D1C/Oj995/3yKlubI5t2LhC206AnVShW6UjVDL3jE+E0NN4L3W1dWAIzYqOWyZzG+y5lj5P1EegitjAFO4IuS+nhWTaoQtmq9bVWUJf10gU7PJcEZCEAWrbzFlDTWVMtRIu14rGV9zWiutVSorezhtOJ0neEk2oiODUFD2yQaRGFjiJxCRagPa32f6FMSUGUVZtR6THwWQU1j+aR8LKa1vdxyUHERpBJM9KWGnD5XYDETRv5IZ13fDydsG6bnh7e/MiSN9/vEnC4dsVb28XXK5Xh+aQlBACa2y/ENXc0VxLAUFMZPM0S02E5yc8P33Gf/zn/xt/+9vfxCx3OuHp+QuW0wnzckJZFpR5BpHmjWiVvUR9T9vaC/5SMGFAZUVWSAlKKEWJlSK/AnCHshF1+74TCGUKQbI/YgaufdXgaNa+9fNIENBAwJIxRVsBIjpCoBYKw2GfMoCeWW9mJ383S2CAEV1JPNTEUQXVq+uKut7wdn0FsTCFWjdw2zAVSfosKSOXJObQUjBxBvEEmgQRuJ9HZbSUkDUXh6kL00Q0mIDdrI6PXR9nCgcq1q9eB3LF+IoDQmxSKoIpKfAhbXeULnwjYC9V32swe4l7YAzh/0fPxGxfu1WcRjoWDmNSCVvMFZKzIAhBNi/GBACQ1ZkOM8b6XSik4YdSpXSCOLMs0qOXPdxEjeUNDHVEJgnhNDAwBFMShUlyhqMx5Yb6CKBLIyqZOP9oQA0ZwTlDMkv1flapmlXSamBwNcBC8upRjIa8Cf6N5EWsmKYVr5cbzpcbTqcFp8uC83nB6SSx7k+L+DRybpgmYJoYpTBSMsROyJgbo+Ru1gGAtlWsdQORU3WxxujayrNdJXUHY7C3x71p9nJjPGIiEgb9enlzJnG5SOGj78oILpcb3l6vuFyu+P7jFQBwu92kUl5l9eUY7HXGNM/IYJxOJ2UM0h8GUPKEhoSTgtt9/vwbnp8/4e//+Z/48uULnp6esCwLnp6fkWdLTpu8gE7WCjzEYuIjAJwrEks500ok+ERmUjTNrwGEhKIhvLkU1wSYJdvemELVeNKci9vZbQ4tCz0yAVsCm9PIqE3jFWHEdnH2NfREJTbDZWAeLfghXfOHrl8Sx7XgioijGJ0hiQ+jDuba2+2GbV1xu16x3q6o6w2vrz8AVmhvhb6YVNqfFEFXUHZnnE4T2rKgYQbS7BFNBK2wJna5AF+hzLM1F6osO98zrT9w/f8dJfVn15EJpZs8OBD+seqZqYejXXyvTYzhqdb2kRnpz/R771jjHTF5ZJpyNTAlj9Z474rOOfcl1CMHX4xbFscVkUrrfhyMCavWYVIVmmSbIjKGgDW0qxoHwCVAc/73uHPAmKkcbOVJ8W9VkS9vm2PCpEQo04rbbcP1smKeL1hOM5ZFft7eVjw9nVHKhKkUj+uepiLF33NGKZKxilax5Tz0d5omyb9IrGPtTIEZTjTscMn4tNCN57H0+5mhBKI5gxBIjxXfX34Iau3thrc3qZf9/fVFCh9tTTWGK15e3zBNs4IYVqRUAK4KSpc0GmsGJ8KnT586U2Ax0UzTBEoTnp+/4Lfffsdvv/2Op6cn/P0//hPPz5+wnKTe8vn5EyiLdpGLZshqVbeeTGlSaEZL/axRBTZYyG8bo32SVdorTrzEAUu+N2wPWeRSNP3UVr1WSiRqIyPoZyft/j1q7iSFZ5ghCL5mN7QwWbgg18K5M0LbNPpo2zbXBkwDX9dVMpdVGFu3G65vF2ybMIZtXbHdLri8vkCiozavASJ1uaXmxzwL9PrpdALzAgI0JJW8sBO5pWCkFTJH8EgzMxvV2lDbz+mIXb9mPkKXtJnZogmdyNgi98k0YwftmzlsPZs6qQycGaioXoDEwgkJ5nRWILVA0hxUy4gbQmLQA01k7yeIPgFK90pXb+eYqB+9I7Y5tL97N3AfxQF0QhS/M2K7t9taLHU/WM0dzcxV/QVQ/HYoFU5utqrNNDKxoZTS7ZVxEx4Nd9uqpveLGUpw3sMhr80JLqvdyhh6s2xq2fYwnP9tE7mMqGHdhMje1g3TWvB2XVHKFcsy4+V1xen0JpDV84zTvEjlsPMJ8zRJuJ5qOykJbhFRT/JxE0Qm0aKgTuJEqJvUIJBkowZyht2QqGGtkvfQdHxESfINWhNC0WQcl6s4jN/e3kQruF7xdrng7fWCt8sFtUpm77oJQFvJE7abaIc5SbnNaRKNIJUsEN2nBefTInMNWUvJJIYU9Tl/wvPTZzx/+oznz5/w5fPveH7+jNPphHleUKYFRMIwU5483t3qbjPJCU7MQNNoIaiW2SzUMmthG92npPhDauPuWlO/TKoWgL5e2IbVJCPm0G7e25+paCRpWc2iB2epm4GgiKiWz2BhpZrP0BQaJwjUVYHpWKP4GBtulytaE6iRum39fHmU3w3X6xW3ywV1W7WIzoqtrtiuN9QmgHuWrdxqlXluku+DVWBQti271rHlhKznJBNQYWak6gzB54VkdLVuUohI6cFHrw8zhWMnLA4Jw92zH3tBX9BujdH3mJElLLr+lmzQ3kcn4hSYB8ZNNWoUuPu7MzPcDfCIIeyZQZyrR36KO+ZzoFkctb2/jrSRqFLLwVKVUtVyom5KG41lllAVrEmk8AuHKK3GULsaHg/wXoMxZtCxjDqTYcdPUvNY0rDN1s0FAEutWpYEvHXdxGyVEkqZME8XzMuMRSWu07zg/HTC8/NZ6xkU5CwmDYO4troGZqMliypRB3ndqgD9rQJkZszD6vJCbe1N6xELUxSmsCnQ2u16w1Yl9+B6u+H19RXXq5iDbrebVEq7XNXfAL3XMH1U44U4FRmQBKZSkKeCeZqxnBY8Pz85pASRlfkUPKOn5894evqEp6dPeH76hOfnTzifz5hn0RJSUU0qTR5xlJLVN5YMXIDdV4BwBPr2k/WyzH8TEqEEyqJ/XIsE3Kyx37cm0IjPKWq56g+gTgusT/ngnNz7xXaZ2FpYyLUQsiPStZJt21TaFoTh2m64vr1p0Z3NGVlTbWFTpnC73bBdr2h1c/+BFeoRLKXgu2M7Z6lDiu8uywoHIPAhrSGlbg2IAmecz9p66OtHLf+/bD4yu+zY8dGu7ve+04tIeM0Jey89s6tzkRTHVuO9bjaSFxxqBn0M9xFCv2Yy6jb0fdv797zX7nv92H+31zb2msTAWHjcIFYlyuKynZjrlBEhZOha/wGwSs1tHJdpC33MY06JHHCry8tIzS3SkNBWmUOYnwWWxyDhh6QecKtjYt+BG3hlNTNZTQgC800cdFPRwvJiPnp6VqawSNUzyQglTCWhzAXFEn5yRvEIj24Wa7Uh5SwRJGqn3TbBl9puAee+io18XTcXSLZN+vf2dlVCvyqA3QXrrWeZ31Z1SuoYazWoEyPyInVnRVCb5wXTMmGeFszzjOU043R6klh3K9BTCqYyYzqdlAk84+wM4Rmn0xnTvEjpy5SVYc4yfk2AopTEZJZEila9zo6lrAnbCsjG8WxyvVuUi84QOrGH5xiw27y7Q7nvtc4IrF3POUEXIEHt4Jz1HScdMKZgJi5hAM6QTEtR6ZyZsd1W1Wg2XK4X1Lri7eXFCbyEeUsegjiWN9EeVkFF5dr03ElvMpFqYOxaa84EtryCkj2stDOz3XnWZESHcm8Nzc9g87Mn3/WMfcch/8n1S0yB3I4VSTMj9NpVxQP/7HGb1lIg1BTaEFWPusTA6H97v0atIF5Htscj881HGMIovdscjGpbfMeeuP/sHR9lIvvfe0kL6HMUvxPMo+5oFria5FyAEgMkDjoxlSQIuKmUZ7Q+5lx6Kv+Oaa3rVd/HbnNliFnKCmgysxS5CeUMjSmIpCifV5sTeXNgDBxyCMTJvm4bgA1EVym7mAQ59XSacX6SbOhlmXE6LSg5YZqkBnFRWOtpKphLhwiwn1bFcb2tW693fZOs1vW6qfYgKLQMxtvl4pKuMYht7U7/2+2G26r1g4FQp0F8O5Qy2LI2qKiDHsroxI+wLAvm0yI1DuYF82nCsiy6BwW2vEwT5nnBfHrC09Mzzk/POJ+fRWN4/iRRRrNqBgblXSZhBEk0DffDKZGxusoWYAEQWH0/RJLPYEEEwtxH7fFIi+171O4z8qlmvUkWmQBfk6ymPSnmpGa+tt6dHW50dz7kXnMOr2hNiPe2KUG34Az1A62XqzOF6/WK2la8vV0856eX5tx6opwKaCVlCedFEWGmMbhOcJDPZEwh65yT1lYgTLlINBKpkUwniFtTnCO5MhIqyIEX3aGs2dziB2ma3f6XMwXa/U1QJfD+Tie0xy39TILv/+7aRh+SMYeuu7KaFhA2mXHnx2N4/3Ji9C4h/zmRv2vzl7SRY6Z1b8YbnXBAZ5IxNDXGKZNtNk3NZwCpjg7FnZjl3/Vch3vT2Bg7bv0aDyURYeMYPquF3TXZyAgmID4iY2hRALHumUCRDB21MdoGrMy4YsXlbcXr68UJ/zQV5CI1lU2zmEpGngqm3JlcdN5NKbt/gLm5hhDVdnEmV7y9XRVbSpLviMilTlHnm0IhGrSyYiEJ2QPIILVJs1cJKFk0gkVQMp+exEE8zTOmeXJHrkGFl2n2706nZ5yfn3E+SQ7Ccn7CdDqhzAtyKSNeTikaDx/qJStBl4zbJCZ30xAhpg/Kk/S3CMHriR+mUdwLLfs9tNewo5RM1GPve2JWj4YCgIl60IDvv4ph//ueBsQnsK3qCL5hXcUhXLdNzEA3WbP1ehMhpFWs6w2M5mHFgwM+FUymARg9QkM27ZYlIqixaI8JihKQNXs5GYCjaGYJQJmyQMenkQYYyjEY2Fj66dHxFn3ELLhNrOiyHyd9v84U7P98wAxGIvJ+S25VVqk7EsyoYsrFrrJC1U0AHjrZJU3WBTBHEoYOuR39J3b64XsapfHYVryiFrEn2u+ZqfYO3KhVHB2YR0xl32a0Aw1QA60hscp6ppITOqGChYZq1BHHsfnbYKoq0E07R1qO+Hni+CyxyKJAgBgowIrg2lR6TCVJYpZKkL39ENCgSVTcSEN0O0FaK9CuFUQNdFmFsGSt05AFaEzMR6QHUMwfEvEh0TAlZ9Rq42W0VUKGxeQjDKpWRk6E623V8ooSY58ydQgGaKCxFYCB5BVQylLrABZeKIw6K1xIooLldMJyWjDNM86nJ0zLEqJ6CkoRB3GZZszzguV0RplnnE5nnJ+ecDo/4XQ6Y17OEsI6FS0QlLsPIStmVMDwQW3OpJAE3VfsewQPnW4NVDKSMQPBxQaahp4CCi8tTnpRUDsDtmzxeIa6w5Q6U6Ak1e0sSx62zQkE80dAwRYbNnMgU9K6DkCDOv1bkyJUm9RKvq03rNcL1m1VKBjpU7X9CtOYJ11FdgA/ItXt7NjpmBIFBuF+ku4Ql72YdB1MaZd9Rmhe6yJr9FECA6zvYWE6tUohqWSJmNAg71aDyVfDwX9C9+z6EyGpRqjkb3ZVck8U70NAYxu9e6MDav+mwWkbvjNtwHrhm+pd00t41t7xzkT1CKY/Y17qV8RH+Zl5aM8IjnwUR/feSVqhT2PGp30veQJ7s5d95yeOu6+g+xIs52BUSWNbRlxLKQCxm586Tbf2NO4eZvLKgoGvTAF+6LPvB79bzU+NWSq8qVTisoluh00TrEjtTWJeYkepJEClY+rSJJGHKJbcmY0BmyVSWGvtY2uSj7GtTZOihDjlYntIGQIlJGSAstiBDQrccG1y1x6KhtKmLEzhdBbH8HySgjdig5YQ0qksEoo7L2pekkS0+XQSDeF0xqyZymWaFTBNNQIluJTJmYFrqEQhQg3OHNymr/OacpLsZ9IIHiZwbciJ0Ehwg6y40d2exyh4jdpa9pKrpi1k76Oup/bF4VtgCLamHRhBHGmJCUS+t3U+OAXNm6BrJtGRZSqYclWpXiFTyFIGul0j2dyw4BcZUrA4t4X423tzzgqRDQBVK72JNmCf27hGs5v46yzwwcZjWkyCFXZKXvb1I9evRR9Zxl78nx7sTj37wX2Pjnbi9th5Gu8dEDXC84Zjf6eisBGZ8cPIGH5qznmg+YxE/6MmJNvo3XY+Pi8rasz2nuCaljMyYWvTnvdnVMyPTCEm59ihcknehL8dk4guftOy4vjl8HSne/czMICkYZLNK401k16MMSH0j8T51+v9Au7eVGlx0JrAXhIRsbAC5EBC92xt4ypRg1SQi/MfaAdDpMqsKd9lInAVOT9ncQRnkt8My10A8qRlLklDVxkCSJet36TioCWXJYUnSAAVUJ4Ev0ghxXMR01AuE6bTSWGsZ4GhmBfVEAryNGOZpebBPM/qZzhhWc6YlgXL+Sz+h2WWOsuaMyCYOjbuhLA5fB4NC7Uz1fC9JVOR+EKSAgyCbMIJiblDjMji6uLZWVSa4k7m/plpVS6MIARI6G3xKBKRCBPDHg8/FmWWMwomGLhdFjcKShZTX6sNddUaB2vtSWMsmFvMkvSIJLhS8ierOUvPJjPQROKHVm6TMbXQP9kSRUO4RT2pYN6AJrhJ1O1C6lRnn0sxkEhrLTUviGVoAzmbOVAH+DGe8Osoqf1wDccMvlZ76n14GXOxe43zyYRGU4pJ/1Y32LQCkwgB2xidkIqqvjv08e2D2cnaCNJR5xzj6A8k84ea0E5bsH8y8/D3/fM0fL//XJhDWAU2Yh0ZA2BKk6msrE5muwzQy4G90JlCjHuGMg+xydqGS+HdXTtyqcdjw9mZgmgKIXKEk0s+VSMlMje1OnTV/HK7wRjM3a5mhuEwpZw1lwFh3Qzaovk5DY8Ov4cVcFUe+lxGjxvMSGi9qppKfuLAL6DcET9lYYrg1/gcSxusAHOEDEpC+FMpWuZSNIU8zZiXBWWeRNLXiKHT0xnztKDkCXkSJnA+PaHMC6YiJqZpOWGeTxKiq2anUoSJkDvUhdHmILxHozAza+iojND+36DJU2BJtGdjdtmUIpimdXfGbFu10QFsQsv+bFqWOwA0YnkunO2O0SX/7nseIPXPaGSt7k9CbhncCrhNaG2RHILthropRHZjn4i6VTHvEAFNmEJjwWpq3HCrm+40FU4ay55oktxGLLkMTe/LxM4WTHDJVl9D60CjSdGh1gjcBApcpSVEsy6YXVBvzCDuNEL2mZU4/Z9kCsTHp8i/h26QzhiOpHGRxKwtHrQLlxK0GUunN4Zwz4yiqYTiN3fd+1Un76Nn7qTpn5iE9s9au+8zlp+38ejyaWXzJ+gBZ1bCaZK3tSUSjoTLJT/MsvFtLRSAy+sej0zBYC7k4CV/Ry4iFctnUBNMr0YFAIXV0WwSEFhrDDCyJb8JvnQnIFCxwBXUvo/6+phjcmdCM+aptv/99It9V9RuZCDnyedDiLYytzQ6Tud5lvVRZy0xgJxEutQ+9rlXwpwL8iTRQ9Ok0UAkUTbzctYs1xnn81lgLOYJy3JWf4KE2M6L+A2kZKZ8notoBWWWtss0SVirSt4pwyXgLGKwSL3DHFn9YTgBute+d3OXbV0De4kmG12wUkLVO4/gMW2hOeaRMxm7+mHHYN6FnP/7yEQjugbHoVFMyADEMc5tE2ZQ+97KGim3ravTGK6i8da6oakGNUP9BCyOXa5Vge4qUiOgZUHfLRPIOaJoBcSWOCk8leuqwRkJrBX3GE2Yg45SclCKz1dVgcfNWdR9QsmYgZ7Nj1KZX6zRbFtbVRgIV4Ta0kQISv2UNfaU96DUO1Fruprs4L79LnsmEcmEMTyE0bQEdda7GUFnXPvYNQdtEYe0VPnXmPBnTi6BwU0poWlmtQwrhN7aKwOTiO3cXeRv0DHqhmPWPnTVGCQO/U54e0lHt/ND4CoaxPGZS4KH9XFCakVT+2XnUc5Ik4TIyVwaaLVAOzRmrbQLcGPkLKF1TE3gj3MWKRlSD9rS5zNlLFoY3Ap9JJLQutqqh6OKmUZLCVK3TSclvNDVs6XOt5vS7zGSqrWGliTRqTYG1eYEz5d2YNa6L6IW4VmzugdNn1cMe4nkmTApkJuZHuwNTWPd7SkJ1SXVrtSHYDbxJOP1AihlQimz+AYmgeIo00kS6sx5PImELyahGaXMSFPGMqv2sJwwL+JDWJYTlnkW7CKNdzdoCatvQbompZijO+5LcYqaeYYZ2FoFNSltKuuhuQRt8+xzRnOfTqzsZdqOzrSfPdNE4QmVujZsJm8tp5p7JNvevMx+NnpSVzFznbZn2kPUehlShGcQQDVaitXcY5YJgoSuljJ3bZiFHiAnJBbzDtoqmcjrilZ7roNIZHC6JBFmrImANitBMG6SsZ+T+CE2Kx5l+RPGqAkKdChTl9k0j9GK4UyAGebk+suL7LjpgQJDODLNUF9nmGoXFsUYg86Lt0sUvmmiIYjJqL/JpS3wSG+tQZdwEmIhlH6PaSGRcHQ24t26M/2Mzjf77JHD+meSvD27v4/D4poQ1K04Ryap3fPMALW+2fwQKZMgczoJcRIHVUai7JnDYBZbqUaSEEFx+GdYtiprhASH+UyZNEM4q420m5MAIJfig8p5ktKXyWCA4/hN6lOV2KA7mLVcodbyVbMTs2oVVZhaMn3Sxq8ap5nBzOpLiMlTJmh0QpIVaMwKlRgxE/s4gbn2OYPYk3PuxLY75bPaxbNK6kUcyGbmmWaUaVYn8UmYrjKNXGbM04Qyzyr9K7GfJ2TN2J4X+Tkp45jKJMwxJ1mHnFVLkzFklR6JyM8Tmu487udMKf4QRup70MbIZko0aTVZ4NR4HnRV92bXO/Oj4SlxOB/GqH1L70xMGmq6GoSGMenwLof8huTLOH0CA5z9nAjUetc4U61oWHtiGwNs9QtaVeIv2czbKklrdi8AjTwKc0EAIcl7HJiv+ZmLpnGjVUmkE51JE7bUjc3RlGaac2cKFGq9H9GPR9cv1FO4V8u6JD7eEzuKsEF6C9wPLqwJGu6QT8ynEL59MC7b5DggtuG1D69HBHfvrIqf/ezam4ceMQ7XGKg7wqNGcd9uz/K8M83ZwXZ13CSrLr1Fv0Hyz7p2Jk49eYeEbWYpaq8sukFAtqzsZUoZ8zxJtEuZejEQAGWaULeGMk1+yFOZtLh5VugL6gQc5CVBGzdlJmo2qk3wZlQ7iUTdpiEyBWIBtDOmIJErGY1U6DCNV9+dTRLzePjiuE9ACALgANGgkU0JQnC9JCMs2SqDSkFKJv1L/sA0nzpDmGZNTjupvT+LWalIyKl9b0whlSKaggH+LTNO04w8T5iy+DAoJTEH5rFOL5GEnoJpmLsGmxMTXns2uevgtm+cColwYDY48lj7ce8fnZSRIVv7Or+2D5jtQ30fwp62fifPtpanwxmC0QVWWi8+iLv3dhWjP6vaaA3aKdcq4HJ1VaC+CrQNWxW4EnNS9+Q11QypR7bJ/qyuIEQKGgsGNe4+eXKBrhfOsbN4Jw+HvZqC0PZRhgD8CabQXzBOPqDESJOVaMC3sb96Wz+zTR69v6v3OCTwsqeCaggang3Biv0ZZ0jHl0uIrTMGZrEpfwSK9iPSvW1ckh17993RSDuD2retSWssjlqfa5LoC5OALXbe8G3ivFBoqxNIk9iFyKacMOUZlAlFbeJPywnTNKGEiJF5mlErY5pnkdLUJrpVQfx0jH7dEUZUdQJwriFTU7WE2jQihk0j6PPqsVn6eYXUsGWVkkuKTEHHzehMIThHs5p6fGZcUgUa14D1b5FJsRCK2HZzngRkTiX9eZrF+av5AmJCkoigUmZQLp7HkJIwpVJ6xFAuBUmT7eZ5xqxMZplmpJJ7rkVKmlhmRXdkCEnSaN1+X43QUtDGlWI16umpPiaZGV0eTcri1t+109BlHapv6yjl3wcqpOEkMjM8PIpVM0nyjPnKTLvxsO/w7N5pDYxQ3L7fUxc+jdG12rObq2YGc42Z0OKUblWB7m6aFV0lTDkRgUvGBAVeTArGCEJjM9B2k7ycre5Lq/pDGlSXzNDMOwgMdKXDDi/7WQjC6P+EphAvIYxRA+jSqG0o44SdwNiEjwvV+9k/32+MYQHdoNS/j79HTjVGMh1Nyp6x7cfpxMak3ztpv5sQInPZaxZ9jEcvjNISDQcljt39CIEh3H9GAMQGvLUOlmVSq2Wvdgx26nPACG0YQ+yx7HZbIsJcCtLUoZtPpxPO5zPQGFOo0Xw6PYGZMU0zJIlINIXamks99nJLpjP8HDn8fT+5sxgAiD13IEI1m0QIJd5mHmlg9Uv4ZLpmGccFraXgwoCugWn50bEcTSsp9TF3OIaMlCdQmVA0wWyaJixnDRfVcFPzL0QgOjM1pZSRp6mHn2YxH1EhzNpemScsZRJsfdKSqUmiu0wOkjnT/5HMS4XAHzhDRjCtqHZFHnaKIeFMJkGKGJG6Zbv1gId5YquPERnCQVa8FbaJ+96MlN40+tr0kprdzMW14xfF7Pq+TiNDknHBNVtn/E0yhTsawAgJbh1qaqJJZUIhgBX+u6gZtUxJqqilhCwyB9A21TDD2ihpSCRrZ0EzlMg1heLMZSdoyuQp8delYwDG7IJm95HrL6mnoEutUqn9bQT84P5Rv4Me3TsC/+4YbLMb97l74J5xHCgKx589euWd1K/jpM4YhEDrZjvQQjoDue9nJ/Lj9+5kuuuP4c4AkqiT9ffm424EiZVPCSULtEOtJaBWJp/7RCw2TzcLSds5h4gjnYe8TJhPFg+/OFNIQJdqU8aynOWQzLMzAMrFE+fM2WxMdbQ7N6xNVH7DaRfplKDyqzo+m+vabj5SZlC59XR/BsAaKd6UIFrECyC2dTIC03w9uDXUyDwBib83WwkASkVDPrPWblDzUy4gk/SViJ9OC0rRjORcPCoIqjklZwqTw1kbWBpl8r9LkfbzpHAVJXdGQNRNcYYxhS6WNBbk2xa2KPtzgtmTVFJPRlBlpA6Zz0lmm6C81DKZQ5U0N+tid76pa8Xd/3K3xTt+kp0F+xysEUAKKdJWleib+556tUGNKmJ2+GkY/hB1/1G0gniwi+YyKNcTx3vLIGTkIgWOBPiRJexU35MSBL9I4do9ia02SH6K+GKcfhnkiwszAMjCk7tpMqUErr2Sn82fX49kTpvzD1z/NlMY/QI7TcE+3ptMdm1Q2CCjpnBvdwQFW7p/d8wY7FD7v4Ma7RN60B/rU5TCH6leRvjdRHaoIfQexLmJ99itIhmPDjnZPHuGdO/jiGrlnWqeE0gjW0pgCq2SxH/HNjINTCGppGOcLpWM+bTg9PSE5SzM4OnpCafTyWEXkto9p2VBqw15mnv2bC64NY3nT8FksJtrBmNBrBXRmUdDVfojB9wcvMkOFBhoEIwlLzjEkpjELOBnzaJpAvNAr0Uh5jwp9CJuchKmqYSOgqaTqAjqqjFEcyqrwzhl8QVMk8B652zFbIR5Si5D0OSSIJ2WbPeK2SilhDyFKCb7sTbC5cTYTEOsIIMgl8BVLRr2ua8BMzj4HqB0pUcH7va3ZhSbjD9q6DSYXI+17vHMds1wFBZ9fxsCaKvexxaqnq1a38ArozX2mi1J93xKyfM3XMsjEzrg+3+YV2OSJJK9AD/qO6owxURAUXOtZTaDN2m17duDl6OVn57MJqHbe8YaIudcQ97TDDgzeGyGPr5+ESX1UcPRmTlKVIcEVxob7+BOyPblIEfCbv8L93sBhp+I/AR3YPUJvGcecbxHn8fvjz472uzW30fP6B19cCaBhn7u/Tp7CYF0U9lhNc2NSDFWcickVYmKQOU3gBI4QU0eybNw7Ty4nTpnsWE/nfH0/IzT+YzT+Yyn5yecFg2pTMYUgDwtUkhlmnv8dJ6QuXoUlEmNRCThftZ/WFy25Ef0OUpoVIGqUVKshx1j5jux5LiIpsCdAbTmxVHEMciiNdQqiXQWoqi5BhbfbiGmiQRGwQDtZH6Kw1LklHUexWFcptm1gVJ6FTKye1NWe3wwO+lvYwrJ1kWZQjcJGsz1/b462rvDWSKDKxGGawlt0Xw3OqQ1bFejbvY8QaRbZZzBdGtgepHYm39ilHa7EGgMQcAF4cTNTojdU2vFFiugbTest1WK3FyvuF5v2LbVNYaiZjUPMVam0Cv0KTidCUMBxnrM1tf5I9IACEHRFTOTaAXZoCuUcaGRJ2ayHXEyRsBISWpq9x0sTnyyzRxM56LtBaG4msAbTGP8E8SGB9cvwVwcOUndZGSFOIJK/bix8U+ROnhor5vBeLdx7jf7e5rRQNg5KqD2vT1/L4kfjXtv83/0zP6zo/vuPxOTCOuOifd1p/ZBNJRLGOR/M5s91g6n+hQCYwAA0uxNqeBISrgsjDGECZJi+hfB4Tk/P+Pp+RNO5zOW80l+LydVc4smuhHyNGm896RZYcIUACDtKrqByMHzdLl6tEXwPQAaFmtx4KwSKreOsKCz0YiA2jwnRiT/NkiPrWlhl6rZ1QqkxiTkzTNQKajwEEYA77dEaA2ooxr+6YljSU1LRcKAxaEsdRIoEPjOGLopqrdJosnt9qfvFA47PB6MIO3bnpDnswsrEQ69C1qWZBa0VRYHPlj2jThAxZDT93LYpxoiHs9tioKAX+zCoTOFWl3LcWKnd9dasdUNq9Yw2BTh9LZecb1dcHl7w/V69boVrTVMyTSrPs/d72aaAelZyVKMKfiJRGsYx9laQ6pFo5HMxyWRSVAhAwOja25C65qyTiYYIA3UIY3sso3rVoPqJibXap3EMaySHCH/zzMFX7pHL3r08d393dwSlP2HrORIYjfmYZrCzor1oHs2sfu+/Fy1es8s9N7zR9rBnml0KSm+ozs57zWD0VS0Z1xR3bfv+6YWqTQyBUJyh2C3i6vDMvg3cimYlgVPT094/vQJ56dnzCeLt59Q1PZd1CySUsJ8WtCqPMskFuicM6qafJImhhGR+z5sjHGcNhdx9Vx7crRW1R6ghxvSJtWOOJOgsN1b1TwHAKzY/xaCyAItEB3NloFtBWgAk85VCFIfQu+vZm2r2W4k9oFx3n1+T4Rk/RQ0j7pvgMgEAjgxFabQHcfQJRRjz3jWOo6WMLYEBcZLHVNMirm0oRaGFdUkwDGzbC0sQ9cErZQs83QUpigwrEFoC8R/s+I7QXvwhYcISkbwPZRzFwDgDetVtZIaaahzSqYJ9YAMz08p1LU+Zwj7/dezpJkIlAFqFdvGqBUaodSjmCyXoZ/L4jh1jrqr85+g8CiWvSveY8HX0vHJtvVMQmHeMJh8u+fXGMMvmY9GUw77ZIDsX738A+mmiuSwm4328nrfQMyCb4KwgfYOaFORsPt8L1kTCUrnuq5yuGC4Iey1Ybmxq+VGgOM4zQGVc+nv9f7ewz38yvVYYxiZhhGG/Wbftk0jWApoVZz21A9v4xh5ZARHpSO175aSwUlC9a7XWyBKcrineZLDVyvyVHB6OuPTb5+dEcyK3Z/yhEmhGpb5hHmeBZCLCJS7RC3mjyIAcgeHjYjUBk7gBq9eBmAwkYxmNZUoSZytZmMkQJPXqO/RJqGnlgkvXygEgjqdbZ0HZmtIk7BorNh3ZT7IPQoEpp0BFDSiuBZ7JrCUaRAAnKjKyvp4gSBEubaI/puSm1zAgu4peqg666H10AE7Ef4ZIH6ZPtUKId6qQp6QmFcAMSOB3clfUvI9Gs8zNwx2f/ms3QkzRxcZhwlrvm0bUkpa/WxFSsDGFa1tXvwGAHIhLDQhb4SiTuiCHM5B8uJFy7JomdMs8NxqNpJggHS3T2X4zUuuynRb0IOas7YV27aCq2AfGf6RrVM820SEyZzgYNS6gVyLgeSWaAwulQxqQHIeKZnWppFAhQCHbH9g2Xh0/SXRR/LCyI+DRB1o5fh9+Nfdwv/cZLR7O+J4+6HCeMgQDo+bLPq/9/bW8Q0mnd1L5Pvn9tpB/Gw/rmPGYG887tv9OPdRO51pRuLmWbo5o+mGsxT48YCqZBf+VTT0dFlmgVmw6l9nAWkrZRIT0qRZtppwhUQgNbMYVn/OBcydKcR+E9FQgnNS6Iz9uE3ydDv1QOJglghv1wdiMTQeubWbfzYHKvf75ASHec5OjE3KlkgRMSPFe1MS/KRIAI5+p6TJZgcCwdi9UWjwYdmntq90zIYsm0miiJh5CGu0THGbB52V8Q3MomnoPdkEFyJTAvQe7PaQ7t2wDr4Wu3mPvkSfOwBtt6+Bbko1rcD7niREmkigPNpc7rQHqgoCmEetYJomrcK3Y9o09jGOI55JCVutjn201RXbehXf1ab+Bq5Aq32cYY1tnbuZWLTRwP19Xg3oj1VRTYrBlZLNo/Zpl5Pxkbwq4E8yhb1qFs0a8m/sucS+hfCXnN7uKx4dzffE85g4Wj+OeKEfZu79dZPEYF/9gNQy/D5mCo80gCNTUrgDps4f8z/yn0gsjPkBonaacUEEuuS2U8mMnSRfoDW0otXDYJm9/XBZOUwh0BwOsPTRomrsRw6UaA7L6SQwzVYNLCUnlMYYUslA08OgcKTdXmwZyVD7aJ+Bfj5CRqdKVvvKUv3YBbMKG1EVYt+ZLw1PjsJD0Dx0X7uD2ZgFhPGJBpG8bY/rT5qDpbAeAxMnJcKJHBYhbJqRKMFYde+hWBXuNW//bhhL19aMsSZu7kiHzqpoAfKgpVkliI9FXtS1OWu7AZqwagzkvj/RDNj72E1DCeM5Spppn4g8gQ623ioVS1oJgw2vKhFoKmDOABd/h0kJmXIP+40MOVttZO1jG2s/REbQFADPAhfE8iCw114Cs1WNblPncyj+ZZn7IJ9t3/uJzGLRwuxSWP9+jiw/WhIVGeKU7kwhcQNpSdIWrC8/u/4NTeH9F/xMURk2RrB97SXiIynbPu8Srk7XAVMYiLAtBqKmMG7QjzIG+fvos3um8EjKv/+bEBNy7u/rUR1376LOHI3RZSW6OWcwZ02gykCbum1TzUxW9EY2vRyiBMUfMqINMwtIFM1UhBEIU1BN4qSY/tPsNnYYETIiWnLPEFfZVOopHM2ZPKfHWp/JYT+wIO4GiTTM8tBWsDj2ebuTvNl/CKoV2P1GVNUXgIAGm8j8CcnvpWTrZT72+2zUcU/sx747C7q6iUxTAuz0HIghGNQlIPQ1SqbwDNg+BTKfLkR5ixr9QhqKGQSGZHcGAc3GQtTf7efZX8XD+kQNw/oqG7H5GttSSDU2u48E7jWPWdHdYiD9n7JoEgm9P319VaBVYWmveRvzaloCU2oud3OY2PI1UMHs/Dpf9g7DYTLolRiAb6B5IzhjZAzaR/XT6C6QgAWlHcNupp7Ud+9neXz9MlM4atjXck9g0SUhG9b++UPV0i9C3CTDx/o7hYMXvzq6ItNwSRt0+O67vtBO4hp6H5/rn/98DbqJK/bxEROJtto4hn7Pvt9B1mBTSLumQSa5pz4aqV7VJ7i11g3MBHFSqw12OZ1wOglSZ5lmtcuabXZSiZrEHuoExTZ3mMEg6e4Ze1JYCrLvAlPw5wk7TaFLqvdzucuQOjDHNHU0D+9S4sJEKJSdIbgJiMog+cOfsf0r/e+Z5PdmiLgPft1HNa57/1Q18ShIDL6Z0Q/Foa19D6Lpp+9D2+sEZup4PWG/QiX+OF+WgDW2vdMUzHzTOnlszD1qCKI5iLSPLv0bF7DxUph/heiQ9rq26dK8MdlHDKEJOqqFnkpeUVOUU3tatJ6cCNw0/JUk1JRCBFff0z2Xw9ZuPAe2we3cA9wIlESdk/3XXKC0HV5K/p9nCg8bVYZg9kVnCA+uaLN9X+N47MAlQOOfVX5SLvmoz2zSz52UbWGgPN77oSvEc78zhl2v4VvyQKsYpKmBWRxFMQEWotbaBpkHLeOn9tUtF2SQ22b3sfAEQrAeoJE6YvX+5hte+pyTFpF/OuP8fMbp/ORO5WURzP9pUlA8aFnEbAesE6k4O17uEei5C+FwyL/UVp8O5k1PvSjn2q6t58Gakj5zqHEBYC6+PvF784kkEZVhiUVygIPUgFEgiJLye1fjHgjR27lf92Z71kY7iMb+pOlJ8n/TpsgYaRA+FHMryDMwSty7MhJtYxuxaymlAQrC97ECEabgiBZTlNznfoEuVHsbBQmVqoYHq0VAy4m2XFGL7hee1VxKThRjP2wOu1nd7O2Kh0Sh2E/YN5bfIIVzqofJeulPC5VmBgxZ2BGGhSGw61HsUVzGlKxfmcjB9IAEy9ahQCt8PArDDvalU2gMXXPW9bMTwYxYwOhn159GSX1wl87nvS1YRnNvU/yVy00Q9u9Bb35wIsOze0m/c2d77IGZCvcH2ySZ98YSpYyxzUBoHkiH7303Orh6kZJoUik54TRN2KZptCGnDvFcSkGrclBSSo5I6k62nASmGhJSWuYJ02nxDObz+QnLSeoG51SkmItlhuohT2rjZJWyZW0qiLKbLUx6iszK1iUlqd2gCv9AzIGoKWSXs6KU97P5i/Ptv5XBQKVOkxzdVGFaFo5NQWYyOdYkO5O62xeHT+yfj+37NO32dPhiN8a7fbXTCnrAa2fexlxpfz7u+LKuT/jCBQ/uzKLt7PUSSVQ1vDX4l0ieS+rZsIp/5hxmFsdwySHXgjAwhb1ztYegmjB5vx6GiDo6qSWqyGEztL9iypP5chOh52xBk+FEeyASvxEHIu3jDKtgZ5WsIhuF9YXhQ2VYCDtz6kiVCDkLVm2R4flGH7l+iSnsTRNdXggS2fBZV9HiZrJD9lHmcHfw7NXKI1ya2rUfiW/SMLqUOrHZM5n9OEdJ8ZhQf4QpfPyyMeg7BqbnrQIQtTWlPGxmor4m0cwkj8gasf7dx5aQkmkWCqcd0D4B2diStfwJz0+f8Pz8jOfnZ5yfnsR0VCakJFmhjqTJffyU9qSHAs4ODVqC15TVRbb0/y5YxDkh2Nbrzs2Ridtc+BOBYRyuDQEgCS1lBKZgP0SemW2aT9yesnxdKCLqTO9IGx01im6O8Ye9U51ci67Q96IRXmcQriPstCRSjUGjVFqoicHhP9KOxW/8yLHYvP0+7SZz366+yg+Er07g+pVSCjkP4QxuZgEg1258b7NE4sTCR2aoBDrzMUGJWcJZqxbIaWYC8kTG6p/BmEOLgHgCnd2C9kBG58iS3iSyyUgLETT/LNAO1hm08xHNRtjnJnVmi0QuXKmI54zTOIHLImTaZA9T/bnIIde/UU/Bu+ATbp9z372AbZ9AsK33pAdrp5nGtwB+2HtrP7v2RPxughG+OzQ6PW7P/g28L3H+jBkc+k9U7I092vND1sUV++ERU5BLJH3DxknIW/K/4bHaxctzynfiQxAzSZfKU0pY5gWnRXwIy+mEeZachEkhoUnLdJILmdov66sxLJLNzM6QA8HolLeP1YmTSwB3moITL457Rd73yGzz0JSjhw+pax5G6WzFzMwzrF34M/L1veTs/R7WP/lYeub22CfTEOw+o0Qu2NDBmFwa9g+ctRjsdZdUjRD3E9bv7YLG0fljb3m0x2vX+7OBIVrE1P15HOeHAK3r1cfh/gey6KP9vAaJnxkdJ0iYwsZN8xk0MqgqnIYTe3bi3CKzqDETXkETFe7UmELWWhWmtQyZ3EqcY4gsMyNB6ovfrfwgiCpT9C/sFmMmPDzXZS1yTe+j8umvOZpNGtCN75JpeFliVWfC58G3MvSbAwc7OqKuRg1Pk2/W3aut1fA3YHa9qBQ454Vt9F0Td304/nfcxHvqHdVgR4uMJozQ20ji4qHrgkXsYd9kQ5EZ/15RFUvGtJjzt4B5xrwJDnytWU9ywopVK7BZNTb4hjInqZmWeqGXIvhGKjFLXy1yw8WAYTRdDuqSTtzKR1K9jbHP2J4wUQcSM26ke8afigR80A4EwMLajD8mxDBwV8OZATcB2PqP+5ruxiJabGjjUJgYv4tCVyR0AMCp72GXmoP0bUJhNCc6c2CIj8h/swcSuJSJPr5D4eUdwYx28xVYWBi/hWfuGIWd7PCZMUOla7BDLzZ9/1AS2hjovoLAFFr8TLOMFfeqtiowKCwFcoQpGNBdQyyxaT/CIATCgvWdQs+UGrM4vFvq41CCKf498134DDE49XljO0s7tGSZ3yD4+DlKoFATW561Wus6f+2Yxh5dvx6SauNLfeNEQuzHZHeYo1RgHnq7z2KN79/F7kiW5rsjhblPgoCvZVWHtWawFYVpG1IGmCsqktIOaa8ySxibSS0W1YN4qLlLf4iHthO2+Kt3PRJ38kPMCMk39lhkLtxJadS4BulCY+S3yoLO2ABKBW/XFdBw0VYbSkk4PZ/wvD2h8oalnZBSwrZtkPj7i/eHmZFzwrYRaqteWay1DUxS3Ws+n1BOC5CkyItANwfoYTCQZewOyZwIFRIQEJmxzUvHhjfCVZ0gDlsLdgDFXSdzankNPpNB0+jsNiZejfuseOETE8ZAhjStz5sEblJFeLxttW9NJc6CdrrbzbutbZrZ3pR0IDbtnrF+2DuamhPitPaEJzI/i5bQBTMSmhOIkgw2XVyblVc3t1QXZOB1DrSz3jsfHnfhwQi37x3u56jBEE2rn7n4fFVCDgZQ5fO6yv1G3CWgAtjWFYnUQbveRMqHMZDuSzDBk71wjWpI1SqnNd0/DKmIpgCJTc9pdD63qjSpSq6C/rvTOoIlMcqA9Cy06vRqYx7OstGGrBpiToScZK+t5isEeU4FADezPRKkgNEPIVxuv2qPr19gCv0FvTMYOtWZ272a+Uhd35dSprt/2eEmAFpDFVEK0l4dSDQ+MRTCax4LObGzg7gTpabDcXyQBUcp6M9eDImIiJrI3g+ScsY0zUo/GNvtLLAeOeOmsB++GXNCKYTbTYhB44pNIywsLDNnKZspUrOCxrV7CI27vpLR6DFhSoi0oFH6vYN0yE6QPj4vTZnrKKQMF2mn3rkUcabDtSgbOe6KvCsydHGYJpe+m0q2LkI8OAdDq0TDffvD3+K/HzQn90aNXc0TnABSO73NuY/lcT84CGIUBLJ49b044g+ZZi+fqYlGbd1GU4f1b+wEVX6kbsYgGKFBANSjgHbPFGTC+jsSZa8/bn4V69vxttGwWBIY66aQ74kATqRBWsoUdaL2GdfRVMfcA0NsjlNK4JxBaGic0JAGX8i+Ux/YQlBeOPKsD14fB8TDLvsXUY0J95mK50S7H9K9XVE+868xNGdmgqApOItQgnF4wLRSe/cDSFuiwpP3ay/Jj23w3cwfqvwYD+X+nkcMYNA24nuCNuF9CAe3AT3ywcah0gwxW2K8aBI5gzCBmTGfT1j0mZwzytqhIzr411WwZFrDum3oeELA1qrWj9V6BBpjbhta8KFGbB65OpSE/AhIHBRIbp801SXH/q87E0Yw89wfFD4kksmZxTFP0Gjv/mjU3OSDoZfWHV87PXk9mYv9RbodY+sPiT4zD1g4D02XhpFDRnBjX8b9zMPZ6ixOH4eZHqP5YbxCEEdYl+GOgaH3wjG+z1X7NTOOmH5Gkw6rxcAZgaKN1q16u7F2AhED1EXPwRzDPEjiGlWt/7Z3yKSkRJpr8OiSiSIklWGa1ENICVYV0GRNQwJgJfpeyjNoClZMJ2wi5JzAtYE04MPKndq6KbSilvIchVXX0u72tZnimjOGjzAT4N+opxC1BZMIrTNH9wzPhruM2eyZhzfVxbD+vr3EvitSKgzLVCj0RnbS5yNN4725G2yte4K1a8fbox6K++h7f9YOYFfDfPR+iH6iKbhkjozSBNdlXmYASnTSTWrJooefEiWs63UsTKIHsDaDMW7+t81DBIUbCDhFZhB+4Jx62KXjvAwLP2hpw0rbVO2Ys367E2D2N9yrqL4nyZ46vHPol39v/WcWSG8rBgVNxsW9lnmk/u/na38/I753zByOvZZ/qvS7H4CKkN1MqYTtJ8KSzeawUjshzyTy/Tkzu3q83/ZRrcY84PeYFH8HpGfS8wNhbH8erC/cLFM/lBfSfShhqtTJSGBOooyRh+OasJmIBPU30BRZa9HCDMH1iCnszyuYBR9rpz0QGXJtD4d+VGtmPDH6jgGG54McAX8RIF4k8sAo3UWGsN/AdoNt8UGaAtQX2BlGmI77PtwxLPYfvuvh/QHYNeZS1HvXe+arIwa6//7u8/tu3l2Nd/bS3fvN/shJYrtzFpz/eV40q1neWddtRwAAEOPktW2lK7UJ89gDi0VpmQKeD7dueGEYkYra0O7PQPD7XB0zhHGq+v1+yPf7x3gr7dfg/pB0KRw/ubqG7CxHD7ZJ3XY1ncQKlfaU2ZNLK4GZxc+NAKRI4D22J2jSB/vaHyAodzoU2Oyvnwkq0TRsjNMcxHuTX2zZmIB9MhBr1hoWbhJSadf5anASIzACY4Juc+505q5u8SCw6fMq4Bjxt70bk+eAfsaYDUqimyVTSl5KlmhkJHEu6lGeA+DaUF+IEIwCIFFzs+qhUKW0zbSpZrVECF2AtPNJEjZrm+xn9Myufxv7KG7YUYqLB3v/LA2bzbllMBPZoY4q8iOC6RKot9uCIMrY2wzeZQgPxnB3MTSpqp/B+NyekJmUu29xUPUBz9LeS/6Roe5T1uN3srGSSAlJksemaUGt7JJYaw3zPN+1Jc7hJBXBphnlcpHvQ+EbhHm24jeC868Zq9zhgb3WABPAPYK8K0E0bGSbn3A+h/m0v5Mf0ZhDEE1KvYF+oK0tG0OY83Cg5MN31p0C81Gmk+LacI9B7/fr2J2QROI/dMc/7yG7ozj00ytK6U07yV0f70wITnQfNIRhFfwsDXoCzFwUBZVI/Pt9BiBn9nYBkWNmoIqA0miEAAEgiLoK4SD2/BToQRBOdI/uk9WMoXS7fvhMI9baVj2qqAahSF+h90X+3Rm3zCn5WG3WYgmBqEknY2R8Hw1kJqJMCUVBH3vNDXlHUsHLM8dVEGm2l8J8037BP3j9ZdDZgMzLx18tlwv1YWL7lzDRByYlHBHzpJADsvGALg8byegZv/fvDwTig5z0Z9ejd72nnj96852J4cMMDSAFw2vqN2h1G+r6CjxF9upV+XLB6SQ1l6/XKy6Xi5Y7BJ7On7AsJ8U1Kg8kmMAQO1c+nId0bwQ9HsTBXBzNUf/KOc6OGTyWlg61ukcCSGgzUWRGXbgR/45UImMSZM7eT7m3o9y+87KfXOQYpgf+gEOTgRLqYFb4lS1/b/oZHagDQR7urYMAMhTCGTSOEEXmY4RrVeZ8JccRgo6lPdwbgDAgNyPpfNUm5lELL3U4C52mFOiRyQyiIRmhtz4BzOQ+/UGAGZzFmg9k/iDXmMZQUovki76l/v3jhN9omen3HOzrD1y/VHntrkMuyR93cH/5RhzlwGEgzCx2N9he6BzVFkRgixmGctJlR8nOlf4a55bF6ynhISMSI9H1jR2k0vh7GAfYuf5eso33HREjIYrp7nOXDH0/6jwc4P3IxjKGaMSKPBlNJFJ2m3/WUpq5zsiNMTOQtupttVaxLG+gnLDV6kyh1Yrb1rCcJKP5fDpjMugMl22itJ+ChDtqOtL/AJAc5vfIfr774G5NzG1KPIID3k+pEU6T7nj3/THztScfXUSGTwOHdxZHv/mcpN9pV7th/M27NsmUhaM3+lx4v6PqFXo8GmNH6f69Qd3JZlw9qxuwM9ydvy7oWBEMCzX3e/XzHQMwgEZATJ0dcyjkjliHYOdTn0i9jU5Y267j8eLdT587YjXzEXdnLVkuCkGD2mCKW0ICpySFwIgVbiOYm7T5nLMno5mhj1LXFDgwRje5BqZQUh7NooHHs4PjtR1sOotWSPqd0Uqbzw8yhj9VjtM7cPCOD0nbyrG7fQy+YVy1MqkrbNKBa2rcLal5osNgxXv9mCLk9wxt7ceVUhoQHN+bTNoRmaOx75nB3g5rzMgIaJ8iG/QDpsTG7nYQBzau1P+2CCOz3zZmUVFLH2djRpml5kJrrTOF1nBbKygXnE5nzMvs1eiiucbHppnAtodHhnDgRH1H+onjufc7oGuZGCX4AzEF42al4Vd8VxQcnID5vIsp4UgDAawoDEx6QXJmnod7f34432GQoQY6uWreJyKKQlFb2M9A1xL6N2FJ7ntyt0aj4CTnedQ8utaIOyuCENmkz6mAVJuvHCFA0WBXIMaSu9QcRSqVPdS2h9mRvxKR2u4ZoE7k/bY2zkOCMA057ybc7DWdzqxEKyB9Vz8LCV3Tco3J96MiwNq4OycGELPObVw0cnFdStkShpH0OHDh0fXL0Ud71UT67r0/fG4/abtWEVsITcOIzeEjyhBM+iTT37yvDAV5MZECpsLtx7S31x9JpXeEgkbzxCOT0eNxP76O1MYId7xvL5ok7PAYvR41BYlGaq0BVnnN2iRgaTPmZUZrjNt6w+l6xbZV3G4rKhOmaRZYCwetGxkdEA/g43GRil5Ok7DfW+gbPMz90Zi9Xf27+V6TRuxdCATU+8jxFI1tD+88WL/h/cM9PqC7w3g0Bo6T8JPLx4L9OdwRJXShS4SsPkYZ8vF5NRYPWBivCfm7/rERJNMOsZvD/rJxP5h2Z4zAhD4JjmjDXClhDWB33U/TJWub530X+/08roVPW2faiRMaAZxYcY/CviZhXRIFBG9PssgZUGd5xxljp0tZ3ynRQ9KmlIbY+z1s0lXz3+XvmOBpPgI6mOtxjcimxrUFYbD40PXLPoW+sd/fyJHQ7qVlkdw7hGzfUeaMgVcgktBJHp71Z/QxKzpibXQp3Oi7SGsGghX7d3RQU+5FXCwywX4Pz4X45veI1j5aiGg0XyWNFOLwbERgJSKUXLClDfuVtXvtd0zucfUzJxAn0NbfOc0zWmsDgSciUJb3LrXidFpxuVyA/AZu5IzF3hcTikx7sAMIokCg7eCYacRWkAaH3J10/ohh9NF334Qd5J2pxE081n4gjhYfL1qa/Ah2jWZKBwmv+T009MvfFM1NvjVNgj02IxL1cMj9mo7/7uON95gJJ/oUwknSB9lUHLikfNB/QJyYhvgacyUAADlbSURBVDws01B9H4qpqDqh90m3fSZFrx0dF2DHiPLYemYkFljoltS53KqbnqKfxTRdMa3Q8JnH8RMH5z2P9bx1bkXpV+0gSV1nE+jYGgWBU0WtmnVdmzMvEyyMsEtrwSxGCHPEMANKSsmZQlYTrxXeMULvP8YEQn3v7vOx8yD3WVJ7Y4XcqI/yS8R6YpX+7PdHrv+RkNRHVx+kTp5xeDUZHbUri2Oc0yYgMomk+z2qrke96QR2z6T6AQsH+0Aa30unXVK6z+CO7fvYD++wsR634cQs/G3E3ySS2LfOGA4kSH3WatIyi03UwuwAeBGYxoxSN1DJyNOi0BjyrDmo94zfNrjP026uW+uORMpGrOGf9bXoz/f5QWc4fm//bpSSMcxLNEOMjFcZPwcCyd0uPK7DuKtcO6BuIok379/33vWY6e2vTojev1/OWGc2j4jBeHJda3HtOmjPcSTksijIhDeDxWg9W9ieP3yzzRsll/z7msHfTynmATxuK2oD+3d2nhQ0JPVVGhH2z9HvTU0qoVn5AhdllAkI4tCOgBtjoJBb4O8kYYx32f86VybZ67pEAXR4hizCECDkQeh8TzP96PWnUFJ9IkO8sO3Wo37s7ehRWoExhW5ZC2YZdZSw2N2Ixk0MHE+u/e2b3GnMBycpEPD9uKPW4PZlQg81O2zu/vM7kwj1cZuU7LQxPCdFx3P8AEii3QCKxwNIRqh0Wm5TXJ48FVBOmJeTMIWpIKUQHeOw0IypVeQ8YZ5XVG03qcN6miakbHuggdnivTc96CaFYdik5KY87b6J1QxUCvOyO8hHaxcPQLSmJBqZpNAM2Z/mFm9W+ESl47hHSfexMRfTJMJSATaKIB365dqHfWrMMD5J4fOP7017pxMg75POq4NOYSdmhAkKfhHZa8Ecc3c1WC3y/kQLFqne/y5UiaZqtT5ELTMzkz2VlOA3sKL9Jur3WP8qoTtT96HCNL53X1O5NfY9xwNgHGnwRtcE5PRVJAhWV0v6hLfRhVTTIhsQKqnZmo7zyMxeOdCkIDuXXoUuBR+h7wPFYcuBwSiNSdnGnMApI4UoMIQ2UiroUz4mHb53/TJT6AdcR0nKwZUA2z59tMntkJk0cSSV7e/3eK87jcH6Fo5bpA5+Wu8Jy71JK/y9J9gHfeqMsUswRyaC4Tn0o3nnozDiONxvGy60udMM7L1+IAyZMUD2mvYQi9iUnabgbdtGBaM1qXaWS1GVWseubZg5yLvphEpwYoYon6gu0/hvmxwfkVJh3j376CISxvjI19KJsB3O7o9iF+D2uQWjqStssIdy993FHFFa9l/2PsV9cLBH99uJEec6ClSuRtgM6J6L7wIAtYe7xn7Uv3E+nc0MMftjv6OZyZLTWBkCwl60nkkPkhNFZwpjL4y0HPRQBbKU0Jh2e0xHzgywAPVJDRIlxskEBXOQk2cphxVwBq95gPpZG79XwQBxDwFe3xy+Bn0bRUFpb2LXL3S+usPdhJcuXGkvOGFf212aSOHvj2qjf3GeQryiJNxVRQqDCvfJXYebs6v1ombGcKzwNhHY7ogCAqV5/yg/kub3f0dTSTQ3vW8c6h2KvTjcCFHiCO8bb6PdXIaDkIUQkcEiK9UjZQjGmiyULvoUGtRGr/2kJEw15dz9J6Tfk2y6rn53GApyRrlj0GFcR2quteSvsqf2TGH3rDCxTgBdgn+0DOhCTUpKUlWyZGsp7NEoyNjcRJPRo51lxMxMDwOLIvsZZPbwIFwy3LfJYXghWPRwnPfTEHux6+9w86Pv934b26M9byHWCvAC9qzrbPsxCJdC1ATB9aN9saH47JFYFRRWy89GMpwtEfsFE4woMIUeymrMdogmZGMMJPDWYBC3nSDxeK/dfW+EvQ++76k+LL8ccFKZnPnmBhoB2yv7ubJItY8xA7v+x5iCXXb4IhEDWFXHccI6A4jSP3kb0MMqVzCh3F2xzd7u+8BX7zMB+ztqA6O6/Pjq0ua9P2O4J1LD8I54yGwDR3t5xy/SOWaZX2r6viSSsUBEy/MWompMwTaWE0Ay4pm8TZvZ/WiJYGjOYlKy8YUoF3+C70OHrd8Z/d0uKgR/wB0jsX9Tt227Gs2yQzpx2JmyVEKmsK/soPv+MT6mm9HMWlF5GIj9nnlDpMtkc7TjHp7jHaAoTII2KXyUW1m3yBEhot3n5AVoItvomqn9TyNuaNzTVpegj4sPPtM7A1BdrPGBVkXSZ3+ZTVRnunbOgwTHqm2GXuP46qMjZCRiQS7VOZI5l7x3S+6mHLVbF//9nPUf9aW01svJWrvo9eDvVoH2wfFwn4yt7UCmA23onL7v8X6+bbJG4bkLVPlu7swXK2Tj/QS/eP1pQLx/7/oo9zKCYTZeEggIjBEXR7La0SG060gr2KtXj9StQ1XvoM29eSd27Gc+hr2/ITIGI4RG5GL2o71LpM+uPXTzEDT+mtxRbL8bjjebfxgiJxrux3rf964ZWB8MDsMko30brvlE6S/nu/t8rAMcN/zZR0x8mFPw8B75XiYpEk5mjKZsP5tSMIW0rd73HhEDIo1tvz87cZ1AdNe/d6+uJuxnEUGXwPuCU3wmECR5wcEruUMroJ+D/jMWtHlPU7vrgZ+Jj0u1rmFx/7f8lgCG1qru7V3yq2/Lbup+NKY+FUcy/HFP/10KuTerUhD4gBbqcIz7JUKtmFAlcDmd3/zl5qP9hpU15N2kHV9H0jHZ31FyMUI2PNMJjB84EGTDd5ApxEkJC24JNUP25cHYhs8fSKZ3hP4dyd/vGT94eFhMwrA9a9JTbUKCU/ipWlIppST2/ay1CVjLhZDoBTn3saUkKjSn/j6g2z2dILqG0P0LRATeNlgxmz2oVx9nsI8SAdRgUBsRjRV8DNTsTIwSemCBriv8z74WUWR3Opkc+0kcoqYhmcmrPwInROgSeSQQ6BKi78awD5IToBhyTH3+iAQ3Ciqxjq/Y9f0+1v6exEQfQdAI0NtGOJKd2PlXDyQlCmd5dykhZZOcgVFzDaaWQQsJZ9IiiOKb+7PRwcpOxGwvmd9gPNPHpDdpMpr2KISR63bsL5d2OITLomuU3Bgw52/SCKREbsJJtgrMbn0Y9iMwnA8h5GMofLzPNNso8MU9zkRaHledz3FDYi9M9D0NQOHphW5+1Ir072U0/4S5PzLHmGBiE+KbYhiPPdvVHlZgrztp23YhxwxoMepw65uvP7KX4vvC/oxpDGawgREdj31gJPLB3ffdrnwsaRDC5qXRFCJOM80b2BFqczSZNsAEtNoZsc+/ZYWmDllhV9IN2VLyKJBE986xrsb2E0iUQDkhG3Ae4Nj6gfWN86DzKhFM6uvwNbR2yU1ewAGRdALc4Yc7c4eOP27eDjGtu6a31187rKHAWTDMnDRo/kaItJA71Abdx7pbae9T/MBePl4JQN2bVuKSkYtPHuMvTXeYDwQpW5hfB1hzocqze43Esq5FLKCz658ykDBI71Q/Q33uff8MczOeBPceslZZU6Isc247SRaBrKZQYB5GP1nXVqKJdES7HA8JURbHN7hKenpiAaUjchNOZAoGq4Owx/YmtiNMpzszXBRs6N7caX8TEdDuRapR25JLg4PhGvTDmhnj9ctMwbmaDcR/EcZQC97PQz+MKoK5PVefj0MitQ3alhx3nN1ocpMxKIkisHsDS+r/50Acdlw1dHSQDHv3RyZ3rCXvJufgm/fet//UTBOs80nJwjg1TC2Flo0eJx2nbWQV/yVETzSPZgeqi2a+Gq4lJAuFgzBisdIrISStWmWvln9bMplJ7NADZYTQli3M6mANMQZJcWtYgpdvji75G9HbR3fEvenaQaQ3RvygfzvTkEU9ItHWpQ5bEG/ioX3hi+y+iz5a+F6N0l6nCuRznBJJ8qZLeUFQ8lepUGXzOGykcVdZ+VIgRivdCzUexxLO651p5U4os/khCDOGV+ozZktM3qW9loFhPkXThfoDwOx4UqSCn/u/KBZjNVrQGRozhLg7j2+qtTDuwlRBDn9BzEhFniXqNQ16MHPwX4modE8rfIo6MJ4LrDqngiul0NouFI17tv9tPj87C90IKiTVaHSnT3Ef/CzS065fz2j2hslGD6BLkTBoWwrSDKnsUvtGIBaplJMPyYnVkPRhYW0IzzpBHyU0l/CM8riUE7raWRj6Me9tEJEX/QDYC3i7uSWo0PYqW+h+nKKpgsLm8BH4QndJYWREzgxIi42gSSQhNEMySr7EKhGoo7eRmIpYTBypaIILNZcAa2tDOj0ROeaKMQUBvZMrZm2aySna0hMlrX/b5zGRVGSTle4kwyTpxuMhgdYXFq2CVeJPYf6CE1yps7cb8PfjhNteGQiOHjxT6RnkGpGvKeAZuf05aS+R7Wk4szXvomW9+h5ldo2NY3uDtgIXViyhjqGlI9G8hGQ3zzTfW/096PvdNMCgyVC81xkPO1Nxwu/dk79shrzbuz+IIMTeZY9uPvO+GNHzpSGt3nfAgMl3iUq3Vf7N1ga7oAHAS2I6kW5NoSrUSuDBRRSmmXshe92rwig08zeJv4hzc3pnwoAttIzJoLqNPpgGo20NtFLWNaLDgiHnu0nt6W7qYlj1SN+QtB9D4H1xvsNPMibuJi586Po3UFLDwRu4kvXdFL94QIcjtvtMhjJ2fGQG9tk9w5OJ85Z8w5r20ZM9hoMUe2NSzV0/x8vNR4j9PupzDAej3c9+TO9fgx17lw0Zv3MCbRnKPPpB7LIaz3alwZllUtP92I/6FftgZprYVkeKDMTYiRT3bylixyfvAwPIBNTddHU7LNCFhTjfYx+Pr35Y7NmUAvQGj/c6ozdG4zH3Y3x9lO4AKEpqJ9bv9WWUyG1dI0FEmLfgLG3j87BuDn4/YwYY31Wb14BoYJHwVQL3RVApXAh+ApJK7Qg7ebdvumTLYFYcMjbhqh5o2eNceLPhE9NcR7phc3HgKI7tUIe8BlUXKIw4G+EWiFQCkAEtMmXMrs+bhkFnn+nwHhNu7JvuL/LzGyqwSb/62CnhznwUz/lgwt6Nb5gzQieGvno/v349JHXYBfq6D9E3MXWYCrm3XUvDuwSMd89P70hP0jBpfXhr56R05My7vxx3yA/TrqdG3BSzRXry3oTT7vfY1j2TOmhhtyH2n9/fA1hwHDPvkE1HBrgn5PG+4/6qVqL1beXvNLRDBIU4ZoWX6RjEBHLGYPMSfQrdpjomsDFj3H6sW92Ij2kwB8zd3vPe3NpBFPiC43U/miOHHdmNweY54ljt597+TWSm4vG9+8MvhOR+j49MqRNnazsygt4OuwO5mymBRupTSDTge2njsqusw9o+h/eCeTdXYnY0BtTHNIq8fY5GkYv1fcfEUNv5/7b3ZWuP5Cq2EK7d7/++uyz6gmmBUISdVX1zjpXfn7ZjkBBCsEDTWrZr6m4U+LLZOct2Q7XXIuRoXhK9KL25OCmtgjARCZ7oamxs2wqO8SQ59yDCQMCGkr4tTYALrnXscldogWfwU4jc8SZ30j4zCX+0TgHRWBNuRyEbeqMYBPJrsTw8UgqEpnWwbR0hDBRuys+ntSJDW8diap20CmzPH2dGhC/AdRO7oNb++9w3OJT3YBjKtQEtO19yWlveH6e1Nn4gHa/Xi97vdzEG3eNIBtSfPjwQxprmcgkMR4QoJj/R2mJSGl2BYHN2I9TleJSHE7+HfE7pjPD6As9J+uuEAqf3ajwkojzzt2mEPYwhwVc3DkQ6syZCIAbkmHOiAaECiroQ9fb0g3DggXhOcddnPWNSiBHmWm3RXOkLWqBuS+3hOQ6ackw937tQ7iBpvf259BGnctEo9OSsz3oxiXslgwHov0fZaLKzlvbPZRMpHsQy0h/sfYQDaqD4COWOCX3vRMNgSIKZRNQ7ugihHJ+sY7/nKHS7Lx4HNDpkHtjFdzqyOyHRqjCqgksktJVANNH5QNMpTSjUS4GntENfqlRYks7svJRur/15py0CaRODLrmKEIaHYG2t6Cg7b93Uy5X4Tf1A8QRtZoi1RvaMG+dBNrpROCrbmw54d83rdpfu7ndvwdsJ+dINMp/3zogXt3oeQion0qLdCAyz5+sNELSv+lxTaq6UqyJnciOI9/aUeYB9Kt5FNQbtqFoTaF+A5thUiEn4KgzAMoJz9q6XxcwwJcp4LD4lxGZ7BaiYqxMi6x6KTQzhC/jlZeOrXQ+e2tf5fum+cdeXgPQrT8FdK3fZnVBUiTINcRcZUk2TAtI7bWn6jRGplKvhySz2wJQvftPv9irtgjghQBTkDaHTpHQyik4NmWYZsl3/NnVaOq0jpjalg4ecT14BeUzM9a/NcGKzEnq2OBPBWdKXTb9Ex98Nvntpywe3RXRv5kMq/O/dFDEAJajotUXkXvPOa0dFJDv3JoPwiTEIfpbfmWf9TcUg9OQ0vCAcNdLQlMNMU77rfRiBHxF2rzrjh8iNM46v+cSIGntnrgop4+iaSzH8o+rCcYmlXpK/b3mVc0FIyMdRmJKfbrSUxz6lWh+IthYXL6Sp3kfFy5Cn0JtWzJDjTX78HXHGhiFxvULEC8Ip8E7WrV2DdiwRCpE4rdFnIaLn+5S+9hSmkE4RZCkfxOE6psKIMFM8GK0RCpyJ45nJMHgzV4RYOxzSXa67kBQmPWvpPZ5JVq9dBNID4vjOl3ckgjrM5fQ0GYHuveAzPYzl308I+M4dnfLRT4K6UBgSLN8NeIRWTAlMte9Kk0inubpS0M6ABh7aY0D6PSTmtE7uuX/POfiFjBS3zqcNWvZKpYFBA1EU4pcIIeg7yMkOiiQU6BbmiKYDb0AY0D8VvuMMaC9PqFZ/B1C7YczoQaE+H8f8hrrr1vGSddtekKgRhudKaWDgBHXQ8GyWg4bUZxhpO+IMvRFEDP09xdd27f0QrN4BWNdxxOp9+LjIv24UesKGj39qBv0JcvTAprhjPvFDH1AL/1KGlYNssmzXQCrMiz5dmPFvJjeQiGupfN8XlBClgiJ4+yRIT6kqPQlE7nnic6f8u3LstBzpYqEcQCYim6a3C2xVDr61dnbJFvbjkB5FeYZ8iLrCQ2NR6zl5Cah/73jN7dO/b+o2EGiy40rdQiK+ZMwndla1gPkJUczmIRGdWklC9LZ4cCBkpr+988Nfp12z8cHkupr/ycPpyQ0Nozy5/DLZsZN2b2W/z/eTnsivD3QY9RoWIehK7FJjm9v4QT+gZ5hjQdcFL6seSTCLNF21EH3axxtEaMmbesLJBzvlnuOixQOwiLSHuIh09hHzqxjvb9IEBoWJfPpunBr3Qfo6fDRZW3fpsjO3FY8dOUjvYG7Z6kwWzzNeOtEFxuffTie03CkopmEzBLNhyOvnzlpjzjOax3JFJGbD9OfuDAOW/6lx6opGQwmq+G49FqKtS9Z8iSi2J0EjKoHQNKPka2zq1+pY+ZPXnsJBVTpb2AQfCgXNG4893Npj+3tlKZQBEXorcHiN3+cFtNT8TuEpPaXrIGO9EVofd4NweT1Ecu4+O8LNPnicCMDJd5RlsTL1uo/5mQ4hIp36iXWrklPyKQlD0ZUWomrkPZYfoEoW8fJrWh7Kc4SzvByMgHAFOL0f9PB6ATHG1B4Sw/enNBkRD4+xMp5wLO4pfWEU2kpCFFr/7vOqS8UzrsqhDqyS2zGEWSEiKkMG0HcqVY4a8uXN/ctOSsM1bPAFddufHblSPCWhPiVW0xWNQwMtWOfJRUTU2xVxNxr+2adBYjlT+KQr936/v4PlRC3tgB6iXTFjOMfPxrUZvRv9JbzoKx240uNGoLrzpB0A/6gqHqfPLI81Rxpoz6PXe+JB/955Of2usujX93YgIlvgtSh2+TDfFNWg7+3lZGNoSWJrT0TvXSbU4C7a252J6MW6V79Y/r7zKkc7txrYYrJaQtYdN3eLexF2cb1AgZdEKshAs+ztWgFTtu8xtGLvld+F3snbzRTlCYWs5kLIahhRVybRXZbcoFqeDQCeaJiMQQ2PxhwqXQP/offxuVHwxgdLmItqjFAUuHbCloP+6MSSBsLf9udQqSsYy3sn2kJUok9I7SS9LtvlA5L6F1IV2PMzkzJ5NEiALv/6y09amgV6yq+XO6HNO/SNZb1eL5IW0CgKuuSlkVxsimjnQl8qIMwzjCRJyAwqs/IG1MfP/k6lbAOFruxc0R34/uRFTYqohk2y7zhpqCC29zmfDcMHSn5T8aFIhaiMj6BhwHpkHgtWufv913XR33/nSn3iVMpan2qqmDmWdWdZBHY3QaXWDwe5fYxgb7/wRN2IqwUpFed8fGyPyqc6ID7dn4z5liRpjwtbXn7HdVoDWN6Wk81u5d/WB+RIAdAV/PpGq30/piBYic4IHKkX8uXa/oz3Q+14uP93LUAvsRf2qKjDNQJ0YSQMZdwr5v788ZpAuYSduyEWoFGcwLu6DEr7k3DOhGI/LQc9jEm4TjSMnYavzXijUQweHTqiPRVyFJJliho9ANNIhaWn+nevaroevBjqF/cGFLch7ENbjEqf7qZjzgbY+4VlsnX4QJGHsYTJ6/PfqtSJLsrpxo43L852C3VW9DIXY5r0Lm1yAF6h5NtvgnzdQDsMdU/c7YLzDrhCLmPLeITt2WUOOZcajArIPLahwJsFZO5hKyn3qCavH3PsDHQnd8Wgwv2pzzpA+yZ0RPQHRkEVex7mXRgUE3ppJMJDPf8cjFcPA+OaxMsEyK6UmOAXnPmEhNYhijED48DlpcHIccsM8vxUyT+9hx2/L6HH0I2HnTyPabfGpP+Kjhdlv2qYy/mOHgJtHKm0Zx9SYZarGqcXpaISYloPLEo65pj3n6beOU/IcvICIRc6dhhI6AW5jPk4ATUaOh0TnWjc/OhUbW8m8gVPZGG614tIdLZPkBsFdMkdZHmQ75APojKA3Z9RfSakwcIFvuUMq4XIotJMsaQ37jB52Gpcsd5/c51RFPuwMZt3BN7KTfOFdwNAp/ZPV+izLNH2fO664ONP2D/wJEWBncc+TV8bhQWHrcQqRSkfZwaZlxGfW3LLdtdxsbPVzlQRg1/5fiQ/80+Eggo0FGzxCtpUWb8ehoLi/aQJUBfPqAQ/J6XTFTumaYrc5mJCfvhsv3eiYXu2Ld/vCT2KdOX6M8oQsR/MbPvaN2MHaBmNydnVPw+EVj6sj4DLJy7952k3DEfvDwzuU+gPDf65IhRokq+reAqv18s2lpNE6Fi2yW1sTjzWO8cFXC5iO3TwYiJPAU7sbhDt2/R1ntk0WfG62WsN0aeSHuTQxZQvYs7+6jS61yQsOROLiAh2Skj5sG1QiOlNuU5o89SQpqGvd49u8gCL1yDghQy8OqWvjEIYhLafOmKYnpR3VXDTFazP6acNRzOZyd+PkStuKST3YvY0LAoBenaaoUbQqXoj1LBFfKt5er3A1IlQ4Z/K64wM5vDBrNRbLQJMsdMUPGVTyvCueVawIX6Y6AoHZ6ONh4RL9PWZXm1jzQVRfp5YBvmWDfL2OHAW4yGlmVfBk0OqHW9Au60e2CmZeTSA/b1NfrYEfeog85LMzbdufk+Gggg2XCNObxrqt6ju5USsO0KpKCSNu5mVoQtK7PKa21HArq8DP4JXrpDFkLmXZ9c2I0hk8/JTlgWsDPvGfOxslAJqvTa4BNX5FFNWbRdW7RoXHFUrdjJkyo/3veC75xVi7s8bBfb14r2XoV7yezihROW/gWT2GXAbi4/p+/BRKLNmVgHpSnGDhjyeCgnlsaMnvV4R+ZMnEOjhoTPV52lGMe39R2aHwMm5ZUS2ak4ovMeE8Xt3ISelXD6p/u6DYEBJvSZTmySda+iovT6u4ImIShM77YyX2jvOz+YdTOloKI/33UCec+3G7S6vqb3+xGvtSHGSxSl1BIn55awxBA8URtl5bZCAiFm9B1+XQtrPi2w4et76iW241/Ymiudu6yLb39lkJ2Rxg6UJDLYYnQwriR24Tk2/gVcfXDcjQJTC6nl7H0HQZcn3Q3K+iUCfgzM2Zs0H+YH8b8ajfEEd9Zll+IPFa7IJ23ba0s1pDolKP0nDwIxT4VY+fu8IystDer/plEKJRsb3NtpUXNMI+aXaxGySNHkcWJ8TvVOIR/PtCmt+pj87Ka+e5/0zSFzSuLvjzSA0t9ZPkHP0yXDtJDdFQYCXMPEnOu2hHnOmNc/tUd4Hn4lm5d/DkJ3/SFd//c4gnNrxVMeT3MQsJ2eAh3JYVe1FTIs1lCciMe4Q3sLgoYiFe3xyCi6s9KjBTlt6G46qPf+Z3+KkpmEj7O8A8hAUufG7krYEnJ4zdE/wCPwAIMFrcY9G+Sl04/2baEVPUxvfgwQwXx+qvu8P2VGXIH9z7nljTV8bskAz/HljCw+3JgZMHbJkNXSgJ7uQHZBG5IPI1XE2bd7LXJYbBFWQueX3tCK71+2TsEAqLyZcBzIhXMzjziDs92/4HQ3M5Tk7bYFiL5aoDwNPvMwr89kUfBobRbWNFr4xCvbAE3I/v1vfORmC/bpPysjyJ4PwlFCpUitr6gffeTLab8NTarI29knB9jbVA9VJw5BG4Z6GXZs6cBAiWjcGAeEx93wtnCS8YofZlyF+9w6Y7IjVADOt/kRldwUJZZtY/TROuhmnzMSVDOjKXYZ6G5+MfwEO1A3u5zs+fGUU1LX3c3wXuRvq+6G8iOlNZAZhcmz0JpfGZ4oVMWQZmULZK+b3D2eUEhHd7SD5RXLP427MYU+pCL1vMXMOqkGsJPKwXsS0r0I+0bXWKovGukFwVP1PuKD61pX2vUH4LHx3SuAtcduriHx8iZUWJovn1lCUsJ/j3PLstLLfu6Nn72R36RRafHpnR7P1+6kc+3GkGem+8xxqHXEcYFpJu5TH8YTkPy+LoTwAOULvfA7KuA3FAlrvgAHrZQ9bX/tS2rnyJdZo2KzKrfN0MEo+0cb79SdpkFHONhjJbMDsTtZKP2sGm4cqndIXi9dgsJKI/ACXiEyytO4WtjeuAkiOqErZidGRd3ReX2lp34x5KjJCqRbzwHkhZ1zmEbMV4Jpa08YooCU6u9NJ2UDi6FZW7AqJHQQHXUlA+OJC8ij5I7GyM149eAKvl67x6LOL8KAXt7VQYycmPtkbYZAWNjojasnJ46mTbp4LURLApNtt+w0D+HFsopDtz/Ii396AjPfX+ks39YqyETSQyiUR5dm7RHnCXhpoIle4tqcQoQLuDMj3p46I13v7TEnbScuZlOH+XWt0XRf9/ffbjuhcYfgEjoc9h4LOgKa/o4fs6CJUOypYZ8iw8tURjiPQt7zNmzP1L3q4/fv9NqWqfyL19MUMx+JEFfBQKBWf/8ZzwMFqgAFiElrJ4+iDUSL51FE2nlrVQqJ0K/mUeSE/swJ3XyVyr8L3XyJiO1sCj4KlkNUCpUwVBo1BgBAvSdkdjFEBk4Tajsp1p8+zWWK9yfr4aepvT1/skoq/AMULBYqDrppcxAbfa0ymxrf7Qi4g6XXkQR3+HA+gz7ndFBTYTVf2+3tYOl43ZRp/Kea7PwPeQtRjKqUpB79/gxafwh7HKjma8+/cYvkbD8FcgmXB1umoc6On5GlCzdlZnTs13ARHsAfN2mkCAbQOVcoIq+OGP8/OpZChkyHY0ynkcu/5VGOZdTu/h0p8Cj2J5MHvUzlTGOtz2oXiDOXM2f73cQbjnf1TI5DfvZ5LFpG8A0jku5R5RDnW911vlD6S/fq+nzof8pQEq2ipHw7HKmBK3YURAe7yVMrwu4LiTEXfYHOXNMmp0ePZAYjbkgGKU3sHjdGnkgzfexWvP6XPPQURKpORzUZ7iyadOFhVKxHxypJvCol4ri68YVjQ+muKoz311fQOXJeFoKxgFnKlIxIvyb/dD9oBk8Pt5ZILEwgRvlaU2b2C6qiuhwXuxgP6O/3avXLrnWNHxUcUOnTaTgcqwRIHlWV84/5yIiAIM+CYwnXREDn0/PvZDYC8JuU51mCvy51hrvWq309jEfjMLdJvp7t1GbkDD/PvlMPKZ1+9m8q2n24mInoEJi+SMAg930q/BPpNmaneF7QPgAQf+8gq5HiU0Dt0RsQsTOOmwk+AM/E6+ysYESWyyN3FMFYYOoooddYO/rb2LP3B6JU/DIXRLMfOWzXeE/ib0xdGASwjoL1FMGhDBEqheglxpaOipmCmTtNtiQ8+KSnPA8ean454CNBQY3AzCsPvPRyhDsQ15zfRoQV5gfWzeS+nvERwlsSfpZNC8fyLEo3D43cDhILu18sK0D9I8V5XdNWm5yOhTMos9p4rpW6b2zVBzHw+c6exKM1DHQJBw4ybk6xMynoMHxLHrp5T6l7KyWMohopku1cMwmDYqjIVXdwG5x+PtBFF/7sWm5dQx4ei3LUbUKUhg9JZjgRAlAi1gBYEBcKQl/8tOwazmKKmG9RTWJqlbw/ve781eblQAQ9KXo0UTlPZdU9/BwHinczVhLK+4/FT+n720YW13bdnTt9lR43cnlXEsFObDGBTBjYjRXzAcUYhtSRt4jKojcLRhe2Ba1MsNs58oM9WjWbqSPz75B3G//rZAUj39PuklFzBJm3z+6fkyArzPD7LXUKy1Dta81pV8HeK2slKmwMGwfOyzn4Rbecg/5N0x4e7jt6fie/r+Vnm+VyNna67exRGwa+NnoKIKT9HvUfiojwdJ6Iiw4eX8p3QGQ4GpYqnWYoAbbDNuCIGoXkg/ZP0LMuq7A9vf1AOsOePk7dRv/YNSPvYKOi5KGjf0sIp4FcPwnehJNqNQnFFCTo2Z6ilCoktQInGRmtfPRAh7/Qe1rrnMHZGD2sFdh8Mx6R0cYCMPFRhhGhVqzewq9jzbKOnMEBHV37tZBzwPaX9ReiOM2O9vZkAO/G+NmJELDfl9r+1Vk5FOCiF2Gr5qlMNsUAhMQMtIXtQMqWiQAfkirvkksr5DvLjT9JnSuB+/GgyitrPDnJj7WmtSilf4AmU501eU/CJ5eBroWJZGY7RXZIkSh2TOIdFtyMSHZgOeAlekO66DDqCQD5E6LJ2EU4FnDrCxyjqUK9cTGTjMrLamAahtOS2PRzMWjBYC4aSojrhoYYtIqLW0Y3VAizieCYmppQtMtr7jN+931Z+r4WGekW+3XN9Sh8bBVwW706PF5oDxaA0GiKblFo8d0SCRD6vvb5fFZOXG8rtIKAnRNKNgLTg9AmxMgi20lT3goq8o/1dAWdPjAZr9bpLuEndyThM6GAOXaQCzPp7kzRl1L4/ubH9nelPrMD6rP5XjNyQF5F2NNymAQ1A0jDwFddwbD04r92FYfz6U2erXti8aO2URnk9yDaCD3wOn+8hC58RZAQVmo7tG8+h1D4gaapdHSFj1NEP2BAwQg44Uyg1RIS2PwCMQ4A2zie88SxBW5X7aCu4n4AP+yx6BW1lM9QpvAdVTGk8TG6LTsI2HNiJojCLjsAfPbblKX1tFKi4SK6EqnXMjrjH5opqVxcjchpEnXCri5TdFID0SvCtiySmwuF4B5LSSkt4vCnEU+pe01wHbGRpKPw5nRSKX8PvT8qmhle6kUXlVhVrz+NJUXb69lAN0AydPZ9lMwq5mjnQWDOArhAQgJX80ShsuOKg6PujN/U8haymaxPfenz/iacZ1mnX9wv+QtEgeXk3BKfPyIecN94a5wHxSiO+a+1C1mvxfcn8vIx43TrOJucDrXcsTJ1h/TUaWwrP0GigcUiC8Dt+mk4IflUjXHiDZQftn41P4rOn31HU5/aAiL4JHwWRAo1T76li9IttNi00JMbDyQ5z18q0MQpCe9yZCmwWU8kF/VFYXi/7AgR977rPG+jtz6dR08cZfvYBKOz4Q54HD2ZS9PvZwzOqnd51z8o79FzXHLwv7T4gkE14DzScaJlawMHCdVX5mb0Vl7vslPl8elRZ7hReqwsB97brZT534juD0CcKdMPQFW2/Bss/Mm9AuWOILa7t6BGno3o5PnZwoXiyKWEW6ivwN6PYfoQ3CgYaw1F6SRe6meau7gX0Wc/LdRGNdcPKr3zOQl+4giqOD7Y/lct3onzxvuhtSPEmCVEZRwnQjH5EMiLqYOwE5+A2nUBflzs/itcjJye4fZf+6JAdJcYJpSCUoWtORPtCL7x+8RUC9q1FEyLdlVCuKoRYfk5wpxxrmBT8TvNjWCCEYi+dIWa4I/Mhr4aYn2ib3t/DW8+DrzMq8e5Sr92iwi9o9XKPebk3UGB/zTc9AFEwMJH8QMNT+qaun+aD7dHDfCfjgkqaeaxmedbzuxtfyucqbV6OD1a+bctsZrLdzmWjPel/myH+gucf8PiInLdXnQ7vShn2EVkk6+1w6ICojdcwo0hZNPRfN1wfbh/xSZjxn6bQqbAIVv5gmuvn4SN2ZJeIzFdZvl6vQEDXy8NMfbB1J57Iz6FVpndUGd8dLfQQRwlf9Q6QaFiWWv4npZvl3g8AZ8d4GTfWlnXxEeQd+d+6toM7OH3HlcufKr0d0df6EFHZOXPPlwMITHlOSr54hAM9fs4yPvt6vYhfL9VARERi4womBoFgr1x1fDH1iXCFhvgUrXjl8bXVy40Nnot9yvvWa4LrJ8PQnzu9X8OwvohT/8NOjyDtv//9L4C39KyIUvkTmechhv4t74BSNv4l3gB+z6ZxMtnpm7LoP3/9J4MlLLoCO/hPUVb1aPBv50U8u3Tfouu6aP391i3VbQEdsy6kZofdYovqYKaU1vdNf11Ma/1d203wy7Jte3wcws6nJgm1wO65OI9kEU7djuxcn9l29S+s5QlImpdax4GiWjVJ/FeeZbPgS9IzFbmO8tXT5+EjpMO/b0hhkcCCso4YVIarIrnzbhD8qReSA8o+c0Ib6OwnFAY3NP6EpCfU5h1MkdSOzJ0PXqkaT/fn9gZOT5lbp/ke7T4qnWCs8ad5O0knliuPoC4M+M39TpNup5DtcF2X7sIJLZ+fXbGWzO+J87c/Qkw7346hmZZOfJ9CfF97XV7n8lrpka1PZtuewlGpcFIxh2hk6VBE9tnySKB5VPD60KaATWlHfjcgrISdlypoESGO8+Ft9MGAV+TZPLBE/o3nBbiKcxGMWRq1gJ0iRG6QQDEjCEae+9hJcDJCO72yCVyepNk123iPUwcgLf+6UdAkRaF1o7CWBMDzEZxCCPNY2c0AzibRygblejQGmGdOT8s4+mwY7hTGFLvrU7KjkdhLzU6ZDUTlU+ubtCo/DzR43hE6mYUrvatGHwop5LojZQLaZ1o8vylk9clz8ELxetQrsPpJ3o/F9F8ayI0WkiZwO0r1uPbk+eCnkj8PKGO/OHlXJwBw9D5Mg4vo1MxoYC8r/rJaqqfBINjzodQD2T4BEKGNdf0JU5ZOI9YLlavyZgHS3evLmCdVnq71TmS13FPQFc3hqSAPKYviBoaCEcYTQV4SvEi17rH7i/OvGBdKIwBWXHomOwMfHvhn6dOu84VRaAM8eAcabq1EDL7ApKDlA6XI9trJuH4A2i3It9CzFUJqFBJN7OEU1IAzittOOYLC0mr3z3WI7abv5To8p2jXbTbYT0njFmcf6h0Gg4cH8DVHJKMSX1F2tyyTQixGz7vlwbIh8sOy43Q1rttclHxBUeP1XlIamXKVVBEs+8pxjagdvzngg089hem+x+crOMhBxwRV+dxdOR4KC/EX0fiJKTNX9r57cUe9RDa/PvTe2gAEEeVYArnOzL4fUn4wYDWCEBo05tLr9jMzv7w8BzfqJWQYaMmbaNkEFT8rXuNHQaP3o6ivGzQ3luB5Rv3t2FE1shYec+PZXSPwiv2M67jVQUI1J0FX61kbH/7N9A2W+n5F8yDUPRVXFJHRt4WVTImIPSrnW9bSgZd+sT7gimVCboGghvQ5OpXt+7dhAiVj6CigUPDat3lbAZ4DKOdNtdq1G29s8hRonxP+GUmACCGHXvqGtEFp9XQay8hcZ6/GHvyKfn/35Cn553XYtwjf7d/9MxA22V427d4TbXM69+M/SiJj+xdP5vZ181Cp133FlvFuVNBI+XPJWpAgqfkTPfPr0/QUgi4y8X+r94dU12B8mj42Ci9zu3xjXDQO5Eh4vQ9vZzrG70GZZEW6wqFEcXHGsBSrDU+Sxwan7r3FePVilDvphN758GzWKmiItPc6y0DrlHpYpdN8995py8UeP+30MCCZtKlfKEh7pyu+btT674KWr0T/QjDTpYUZ2GEsEXFAOqaIQBVPyNvUB4+RaGvH5XTs7T/R2r+XPgEJFxviJ4ZEphgwluEomQ0VX4BcUwpLQ4InMZ8RgN2GmUnedbWvZ4BbfpSa9X1/xN/s/YRiNmsocvGxAHi/HGJTv4noamsm21vIsyFTBasvWPO+z5hL8hOmHadnIik3DZVsPUB8C+vUNarDFnWjKGtBn8A2autogh/V2J3T2dAn4Q6g8xjVp/T9OgUIF/ic2MtPyrIKMgvFplG9CgO6iXBTOfxd4KWBFlf2JeTj9yEu77FHfw9d7k6HvaL7188IrP8ecOFO8PjuvtaAaR/zCLq/SBUxncqv19JjwtWZTBT76Z9Q955QqaFBGI1CU5DZcZoBHFF/Xuc+eT9upZKPkAS5WJwMtbRndwRfaDvUHeu5hb1uEGYPveRf0h2repPiUn8u+Vl5g2y6QsRyJqWUoT0DQ+XZmmKUovUrv4v3+vfeyrGmw8vDI0PNMtRQodXD6URDQTpjMgGGRF4hdUyUoUUitA7bGKIAvcF+lelPgBvKotP2uUF4SO18+z2cek5fnKcwd4AtTtpQVlEcApH3Lb8TOq8Njs976HwnzYyMEhDWHA1o7QQ74utKYycMRK0InjfGZ43rQuT53BmEida7mO5jHY5EVcQ5/ZjCWRPdJ6Pgns8mBVzHFDI91ONG4JUFrpRTXir92qDiZhGUuCvvU30nhb+RN6B/vOfXTnF5p7GAJZ6f+yrMKBqa0Zg9nog2aUCnc0GZzaANoGtXpjMfUD/0+0e6oo5JprkgrV36DDDo+1NeniF2627QZNg4kTmmoOYCv67DmscQBf0LxqDl+CehwX/FKKhyhqM5Q0nyYx6qtONrXrZQFUpUehqwMtLu1FATdC7WBXJ6VQeUntA/1u9MN9K8I8r8lHJ/77xmtMzA4WD29A7mz/A7lBelaEnZYOsZ6efvdKO1LFsTcPPOnXz08El/ZvKOTgk7uogrcaXVctye1e9Tbq1M22Ste6mh7JGOoT7+VKi2prg7TVPdRKTMrydD8QRt/tTFv+InCdFapczRGwZr6oOws+fpM/uhzmBkH+kZlP9Gj+Mov7ygPCEbgBboF023XITHuIweVDxLu4eV8iG03nXNkJJ1kW/P4+As9dUJLP67BqHU4cs+9vVAsyBi8EIJNhkIq5DhnPuQi50NxGlL3CiHJydMdNg2IsvZLTAz22E8WfKxgeGdnrr7f3pHr7uXoWG0fG/uRJctntJIjdBywQIX2I1hvC1iA6xcQnLFBy6+bSqKE3KYkfA9Outpeqp7DPtLN3mDUu1t6wY3uhogsdkTqBTKMGU6aHXEzEwkLzUWzlcSguELkpApEFxT4mxKil5Xhn3ElWqGMnTS0SKiyxaCiSo6fitQYKHFRJeNqnuIrbDuQ6C5tX0YnTRKY5uIB1xW+b1p3LgXjRCEocEZPWD47afmaTt0RQpQYKuPnyCt64hU7tMC7MAGhWyve+giye9ex7WEZL3peqmc8OX932QC9E5+45p52Mv/O6MQxX1omP9o9pGg2395LIzoxXomqzeqUkIUg3tUjQmRzbcOiwAVYB+IUhH467ro/V66Dzszvd//pf+8XiSL6HrpNhfvJWXVoZ79sGjRovf7nQiDqrJCQVVUu8Z+sfNiNiK5y6org3QjESmICC16q6CEXl+gcCSRTO97Jki4oMb5ReutW02/pqmwmXw2xzb2E/35Cp4oGKvenwhTbt3OJVyXMcxcBzHFNf3cYS1DlcZlHeX9ftP1PzrjjN2jgkHo2M7bqIpo82aA0jBjmVqHbhhsQV1SqMYadJxv5eCiK+TTSRNBogDJe4E8W99YKRfpyUpOLSUhX4+1/gZDJES6B4BPgwQwxDr4iamOSQhl/3RaiUi0Ln6ORBX9Re2CC1kQJFaXJWIyc5VnE5+kEX///Y7va73p9XrlWgN2FgoJvUlhvfbnRY7+35a312Pf36jSS+S7E7Ms455dp+TF0sbMV32bD/snJHQJ69R7WgaC9bvNwKF0D61lbNFdepwQylrW1mIG9zMw/3HyyQNMdHsOB6avjAKqtgifuEI7ucfWa5QJuG2ACjNa1DjAJ/JwBr+jwA2YsCKsbm2181oZG0n3q06ndIc6y9UBHThiwd/zyyvvgIvq13DsyAFYyRXY9qmrqHmhpwPkjC5nEuEdF+9cqBBckX9BBxrobkRuXXmGE7ka7Rm6SUq7N8EgespbcPgFWkxUakv4QkiVTBh2/d/xqiPbopwLr63Ofm9JfJ+453zw0AgiBqR1Du9Ug6goGEAJhIlOHkOa34A3xzIyGwk++EV/t4TWIISnYR41tmwgSZzXNqPHDcNFyFcfTwQwwElD1JPcEEP5jfY0/8afkEHrfKwRAYBKcc/lgJoMjyxtaeqTMwCd74Pvcyz3lL4fUxiVjbTPXoGceoVxvv7OVkHxRjAFRNbVpD0vgJbIkNzgEZwU+TRAu9cB72c8m8rg3CmlMDY1Tq6gmOs9ifrB88ZD39i0z0DBXO/q+G2S4O92h8i7eSGzi+RMVR9zST7y6ZXyHCp+R/dLb2yGv49FhDTJPois1QXeDqJTw6i9EVg9g673xccL0oCjWMYqWSeiGdxIl6HWD8MBPe3jBvsJitKIj1G8GzFybmQ5+tukvAGIjBvoLqW+bUW+jPmFgRSi5YtQRQxpZ/7c+gxrR9FPxusHnnSwSKk/+rhQjKeGBzBzJH6Bp1AMJNNW7repT3L4J9l9v0sq0cBRNBrtUebqTn4gzBUxJvq8U+xdocyzoKQ9e6QgYsAn2hx81JkYtXH6NTc4OJiGnsWGsGjK1/6L6jQhDot2NgRTHL3TXOho7tkW6xUrEJ4PdPakSYayIuxEVQ7Ozze6OZX9WBfyiQmH6b+sKitn0hCh6meDgTgHHhdIe7OkepJQYBKbxPnApBeSYLYrn0IbQdNv9dr1y6bcy82gvtbHeRrvZAt6sK4r+doG+CnJv0pYbLZHJLTkTQKhKiYhWlyed97kuIbzTFcHOF+C1ihOQF7JPIus+pLcFXaTGM4xvs7PDFFnlec+j8YgadoMA+T7aTr15X+S/swonIDjAxJX3bK7RacUIafCaG16nNGS9og3uk7lVOT4B2bVld2AIHvj4GH2Nb57fq+fs/oRSWCQslN/9rzT8E0ZcY2IfNOrkzI+5TUV2WzQv5qU90Q3Qpw2DnHGRGeq/Pgc6V4USi0HJ57p/JOEChwVWda7v0Cxpb3iDe0PKH+o1DL8s9OZgMRBAxCFBZLQfqSo7mKaW2/P4ORuppAVrXqgeYm5A6y3Wcr8yfhiPbGuCHTBPz3QM+f1afpWP/2xPsM85J/m8Eu/9Eu/9Ev/z6T76Sm/9Eu/9Eu/9P9V+hmFX/qlX/qlX4r0Mwq/9Eu/9Eu/FOlnFH7pl37pl34p0s8o/NIv/dIv/VKkn1H4pV/6pV/6pUg/o/BLv/RLv/RLkX5G4Zd+6Zd+6Zci/YzCL/3SL/3SL0X6X17hHwzpUmRTAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img_cropped = plot_cropped_image(image_path, left=1000, top=1000, width=300, height=300) # Macht dieses Bild Sinn?" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(300, 300)\n" ] } ], "source": [ "print(img_cropped.size) # Achtung: Shape ist nun anders als bei vorigen Bilder. Normalerweise wollen wir (lernen wir später/nächstes Jahr) gleiche Größe behalten -> siehe Resizing" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Unschärfen/Schärfen (Blurring/Sharpening)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Da auch echte Fotos nicht immer gleich scharf/verschwommen sind, kann es auch hilfreich sein, die Fotos künstlich etwas Unscharf zu machen bzw. zu schärfen.\n", "Wichtig dabei ist:\n", "* Fotos, die zu unscharf sind, sind unbrauchbar\n", "* Ebenso sind \"zu scharfe\" Bilder möglicherweise nicht naturgetreu\n", "\n", "Zum Blurren verwenden wir als Methode *Gauss'sche Unschärfe* (Gaussian Blur), dabei wird ein Filter (in diesem Fall Modellierung einer Normalverteilung) über das Bild gelegt, welcher zu dem verschwommenen Bild führt. " ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "def plot_blurred_image(image_path: str, sigma: float):\n", " img = imread(image_path)\n", " blurred = gaussian_filter(img, sigma=(sigma, sigma, 1))\n", " plt.imshow(blurred)\n", " plt.gca().axis('off')\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_blurred_image(image_path, sigma=10)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "def sharpen_image(image_path, sharpening_filter=None, strength=2.0, grayscale:bool = False):\n", " if grayscale:\n", " image = cv2.cvtColor(imread(image_path), cv2.COLOR_RGB2GRAY)\n", " else:\n", " image = cv2.cvtColor(imread(image_path), cv2.COLOR_BGR2RGB) # Added missing argument\n", "\n", " if sharpening_filter is None:\n", " sharpening_filter = strength * np.array([[0, -1, 0], [-1, 5, -1], [0, -1, 0]])\n", "\n", " if grayscale:\n", " sharpened_image = cv2.filter2D(image, -1, sharpening_filter)[1:-1, 1:-1]\n", " else:\n", " sharpened_image = np.zeros_like(image)\n", " for i in range(3):\n", " sharpened_image[..., i] = cv2.filter2D(image[..., i], -1, sharpening_filter)\n", "\n", " sharpened_image = sharpened_image[1:-1, 1:-1]\n", "\n", " if grayscale:\n", " plt.imshow(sharpened_image, cmap='gray')\n", " else:\n", " plt.imshow(cv2.cvtColor(sharpened_image, cv2.COLOR_BGR2RGB))\n", " plt.axis('off')\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sharpen_image(image_path, grayscale=False, strength=2) # Bemerkbar vor allem bei geraden Linien" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sharpen_image(image_path, grayscale=True, strength=2) # Bemerkbar vor allem bei geraden Linien" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Graustufen" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Wurde bereits besprochen, ist aber ebenso in vielen Fällen ein essentieller Bestandteil der Data Augmentation Methodiken. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Resizing (Auflösung verringern)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Um den benötigten Speicherplatz zu verringern, werden oft Bilder herunterskaliert. Dies führt zu einfacheren Modellen, die schneller trainierbar sind (und normalerweise vergleichbare Performance bieten). Außerdem wird der Speicher auf der Festplatte bzw. der benötigte Speicher auf der GPU (oder RAM) verringert.\n", "\n", "Außerdem benötigen die meisten Modelle, welche Bilder verarbeiten, eine fixe Eingangsgröße. Sprich Sie können nur mit Bildern der gleichen Größe arbeiten." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "def resize_image(image_path, target_width, target_height):\n", " # Open an image file\n", " with Image.open(image_path) as img:\n", " resized_img = img.resize((target_width, target_height), Image.LANCZOS) # LANCZOS is the algorithm used for resizing\n", " return resized_img" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "(100, 100)\n" ] } ], "source": [ "resized_img = resize_image(image_path, target_width=100, target_height=100)\n", "plt.imshow(resized_img)\n", "plt.axis('off')\n", "plt.show()\n", "print(resized_img.size)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sequentielle Daten:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Neben den tabellarischen Daten und den Bildern ist eine weitere wichtige Datenquelle jene, welche sich mathematisch durch Folgen beschreiben lässt. Sie zeichnet sich darin aus, dass die verschiedenen Datenpunkte eine Reihenfolge besitzen. Eine bekannte Schreibweise für diese Daten ist:\n", "$$(a_n)_{n\\in\\mathbb{N}} = a_1, a_2, a_3, \\ldots .$$\n", "Dabei steht der Subindex $i$ in $a_i$ für das $i$-te Element dieser Folge." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Es gibt hier auch mehrere Arten von sequentiellen Daten, wobei wir insbesondere die Tonspuren (Sound) und Daten in Textform genauer behandeln werden." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sequentielle Daten: Sound" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Daten hier sind sehr ähnlich zu tabellarischen Daten mit nur einem (numerischen) Feature. Tonaufnahmen sind natürlich im Original (Analog) eine Funktion $f(x)$. Wir können diese aber nicht messen, sondern nur punktuelle Aufnahmen von $f(x)$ (Digitalisierungsvorgang). Somit haben wir auch hiere eine Folge $(a_n)_{n\\in\\mathbb{N}}$, wobei der Index $i$ im $a_i$ nun für den Zeitpunkt $i$ steht. Der Zeitabstand $t_S$ zwischen den Datenpunkten $a_i$ und $a_{i+1}$ ist konstant und ist bestimmt durch die Sampling-Frequency (Messfrequenz) $f_S$. Normalerweise beträgt die Messfrequenz in etwa $f_S = 48\\, \\text{kHz}$, was bedeutet, dass der Abstand zwischen 2 Samples $t_S=f_S^{-1} \\approx 0.021\\, \\text{ms}$ beträgt.\n", "\n", "Ein konstanter Ton bedeutet außerdem, dass sich die Funktion $f(x)$ aus der Summe von Sinusfunktionen (mit verschiedenen Frequenzen $f_i$ und Amplituden $a_i$) zusammensetzt. Sprich\n", "$$f(x)=\\sum_{i}a_i\\sin(2\\pi f_i x).$$\n", "\n", "Dabei ändert die Frequenz den Ton, die Amplitude die Lautstärke." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Wir starten nun mit der Generierung von einer einzelnen Sinus-Funktion" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "def generate_sine(freq: float, signal_length: float, sampling_rate: int):\n", " t = np.linspace(0, signal_length, int(signal_length * sampling_rate), endpoint=False)\n", " return np.sin(2 * np.pi * freq * t)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Wir können uns diese Welle nun grafisch darstellen lassen (und auch auditiv)" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "def plot_signal(points: np.ndarray, time: float, sampling_rate: int, show_sampling_points:bool=False):\n", " n_samples = int(sampling_rate * time)\n", " t = np.linspace(0, time, n_samples, endpoint=False)\n", "\n", " plt.plot(t, points)\n", " if show_sampling_points:\n", " plt.plot(t, points, r'o')\n", " \n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Anzahl der Punkte: 250\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f = 20\n", "T = 0.5\n", "sampling_rate = 500\n", "\n", "signal = generate_sine(f, T, sampling_rate)\n", "print(f\"Anzahl der Punkte: {len(signal)}\")\n", "\n", "plot_signal(signal, T, sampling_rate)\n", "plot_signal(signal, T, sampling_rate, show_sampling_points=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Eine falsche (=zu kleine) Samplingrate führt zu einer Signalverfälschung, wie folgende Beispiele zeigen" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "def plot_signal_with_sampling_rate(points: np.ndarray, time: float, sampling_rate: int):\n", " \n", " t1 = np.linspace(0, time, len(points))\n", " plt.plot(t1, points)\n", "\n", " n_samples = np.ceil(sampling_rate * time).astype(int)\n", " t2 = [i / sampling_rate for i in range(n_samples)]\n", "\n", " idx = np.round(np.linspace(0, (len(points) / time) * t2[-1], n_samples, endpoint=True)).astype(int)\n", " sampled_points = points[idx]\n", " plt.plot(t2, sampled_points, 'o')\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "T = 1\n", "f = 20\n", "sampling_rate = 500\n", "\n", "signal = generate_sine(f, T, sampling_rate)\n", "\n", "plot_signal_with_sampling_rate(signal, T, sampling_rate = 5)\n", "plot_signal_with_sampling_rate(signal, T, sampling_rate = 10)\n", "plot_signal_with_sampling_rate(signal, T, sampling_rate = 20)\n", "plot_signal_with_sampling_rate(signal, T, sampling_rate = 25)\n", "plot_signal_with_sampling_rate(signal, T, sampling_rate = 500)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Nun generieren wir einen Ton\n", "\n", "T = 1\n", "f = 440\n", "sampling_rate = 24000\n", "\n", "signal = generate_sine(f, T, sampling_rate)\n", "\n", "ipd.Audio(signal, rate=sampling_rate)" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Nun erstellen wir einen etwas komplizierteren Ton\n", "T = 1\n", "sampling_rate = 24000\n", "\n", "signal_1 = generate_sine(44, T, sampling_rate)\n", "signal_2 = generate_sine(240, T, sampling_rate)\n", "signal_3 = generate_sine(330, T, sampling_rate)\n", "\n", "signal = signal_1 + signal_2 + signal_3\n", "\n", "plot_signal(signal, T, sampling_rate)\n", "ipd.Audio(signal, rate=sampling_rate)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Zuguterletzt laden wir jetzt noch eine Wav-Datei visualisieren sie und spielen sie ab." ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "def read_wav_file(wav_file: str, time: int = None) -> Tuple[np.ndarray, int]:\n", " file = read(wav_file)\n", " signal_rate = file[0]\n", " points = file[1]\n", " # check for multiple channels (should only be stereo, i.e., 2 at max)\n", " if len(points.shape) > 1:\n", " points = points[:, 0] # just take the first channel\n", " if time:\n", " length_of_signal = int(time * signal_rate)\n", " if length_of_signal < len(points):\n", " points = points[0:length_of_signal]\n", " return points, signal_rate" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sound_path = os.path.join(\"..\", \"resources\", \"piano.wav\")\n", "T = 20\n", "signal, sampling_rate = read_wav_file(sound_path, time=T)\n", "\n", "t = np.linspace(0, T, len(signal))\n", "plt.plot(t, signal)\n", "plt.show()\n", "\n", "ipd.Audio(signal, rate=sampling_rate)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Um im Machine Learning Bereich mit sequentiellen Daten zu arbeiten gibt es mehrere Möglichkeiten:\n", "* Recurrent Neural Networks ((x)LSTM, Transformer, etc.)\n", "* Features aus den Tonspuren berechnen und diese in ein normales Machine Learning Modell stecken" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Für den letzteren Punkt sehen wir uns nun die **Fourier Transformation** an.\n", "Sie zerlegt das Signal in die einzelnen Frequenzbestandteile, was *Spektrum* genannt wird. Wir verwenden dazu das `fft` Package von `scipy`." ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [], "source": [ "def apply_fourier_transform(points: np.ndarray):\n", " points_fourier_transform = scipy.fft.rfft(points)\n", " winsize = len(points_fourier_transform) * 2 - 2\n", " freqs = scipy.fft.fftfreq(winsize)[:len(points_fourier_transform)]\n", " data = 2 * np.abs(points_fourier_transform) / len(points)\n", " return pd.Series(data, index=freqs)\n", "\n", "def plot_spectrum(ft_points: Union[np.ndarray, pd.Series], sampling_rate: int, max_freq: float = None):\n", " if isinstance(ft_points, pd.Series):\n", " ft_points = ft_points.values\n", " winsize = len(ft_points) * 2 - 2\n", " freqs = scipy.fft.fftfreq(winsize)[:len(ft_points)] * sampling_rate\n", " if max_freq:\n", " max_bin = np.searchsorted(freqs, max_freq)\n", " freqs = freqs[:max_bin]\n", " ft_points = ft_points[:max_bin]\n", " plt.plot(freqs, ft_points)\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f = 440\n", "T = 0.5\n", "sampling_rate = 24000\n", "\n", "signal = generate_sine(f, T, sampling_rate)\n", "\n", "fourier_transform = apply_fourier_transform(signal)\n", "plot_spectrum(fourier_transform, sampling_rate, max_freq=1000)" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [], "source": [ "# Nun erstellen wir einen etwas komplizierteren Ton\n", "T = 1\n", "sampling_rate = 24000\n", "\n", "signal_1 = generate_sine(180, T, sampling_rate)\n", "signal_2 = generate_sine(240, T, sampling_rate)\n", "signal_3 = generate_sine(330, T, sampling_rate)\n", "\n", "signal = signal_1 + signal_2 + signal_3" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fourier_transform = apply_fourier_transform(signal)\n", "plot_spectrum(fourier_transform, sampling_rate, max_freq=500)" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "vscode": { "languageId": "powershell" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Wir können auch die Fourier Transformation für die .wav Datei von vorher bestimmen.\n", "sound_path = os.path.join(\"..\", \"resources\", \"piano.wav\")\n", "T = 20\n", "signal, sampling_rate = read_wav_file(sound_path, time=T)\n", "\n", "fourier_transform = apply_fourier_transform(signal)\n", "plot_spectrum(fourier_transform, sampling_rate, max_freq=5000)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Wichtig**:\n", "* Das Spektrum macht nur bei konstanten Tönen einen Sinn\n", "* In unserem Fall ändert sich aber der Ton laufend\n", "* Abhilfe schafft hier ein **Spektrogramm**, welches quasi für jeden Zeitpunkt ein Spektrum berechnet (werden wir jetzt nicht näher behandeln)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sequentielle Daten: Text" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ein sehr aktuelles Thema in Zeiten von Large Language Models (LLM's) ist die Datenform als Text. Auch hier sind die Datenpunkte geordnet, was wiederum mit einer Folge $(a_n)_{n\\in\\mathbb{N}}$ modelliert werden kann. Dieses mal ist diese Folge aber keine Digitalisierung einer Funktion $f(x)$.\n", "\n", "Wir werden uns nun etwas genauer mit Textverarbeitung beschäftigen. Sie ist das Hauptthema im Gebiet *Natural Language Processing* (NLP)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Wenn wir mit Text arbeiten, dann unterliegt dieser normalerweise einem Vokabular. Dieses basiert sehr stark auf der verwendeten Sprache. Außerdem ist dieses Vokabular sehr riesig, weswegen oft nur die $n$-meistverwendetsten Wörter genutzt werden (zBsp. $n=10000$).\n", "\n", "Mit dieser Idee könnt nun jedes Wort in diesem Vokabular als *One-Hot*-Vektor dargestellt werden." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Annahme, wir wollen nun die Wörter $\\{\\text{Columbus},\\text{ist},\\text{ein},\\text{lieber},\\text{Kater}\\}$ darstellen als One-Hot Vektoren." ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [], "source": [ "vocabulary = ['Columbus', 'ist', 'ein', 'lieber', 'Kater']\n", "sentence = 'Columbus ist ein lieber Hund'" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [], "source": [ "def convert_to_onehot(vocab: list, sentence: str):\n", " words_sentence = sentence.split()\n", " words_vocab = np.unique(vocab)\n", " one_hot = np.zeros(shape=(len(words_sentence), len(words_vocab)), dtype=np.uint8)\n", " for i, word in enumerate(words_sentence):\n", " try:\n", " one_hot[i, vocab.index(word)] = 1\n", " except Exception as e:\n", " print(e) # Wort ist nicht im vocabulary\n", " return pd.DataFrame(data=one_hot, index=words_sentence)" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "'Hund' is not in list\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
01234
Columbus10000
ist01000
ein00100
lieber00010
Hund00000
\n", "
" ], "text/plain": [ " 0 1 2 3 4\n", "Columbus 1 0 0 0 0\n", "ist 0 1 0 0 0\n", "ein 0 0 1 0 0\n", "lieber 0 0 0 1 0\n", "Hund 0 0 0 0 0" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "convert_to_onehot(vocabulary, sentence)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Da es aber nicht recht intuitiv, bzw. schnell unübersichtlich wird, wenn wir zBsp. beginnen mit $10000$-dimensionalen One-Hot Vektoren zu rechnen ($n$ kann auch viel größer sein), verwendet (und trainiert) man sogenannte **Word Embeddings**.\n", "\n", "Diese sind kompakte Representationen von den Wörtern, in einem viel kleineren Raum. Sprich wir wandeln unsere Wörter von $\\{0,1\\}^n$ auf $[0,1]^m$ mit $m << n$ um.\n", "\n", "Dieser neue Raum soll dafür auch ein paar Eigenschaften haben:\n", "* Ähnliche Wörter sollen nahe beinander sein\n", "* \"Rechnen\" mit Wörtern ist möglich (Cosine Similarity oder König-Mann+Frau $\\approx$ Königin)\n", "\n", "\n", "Im generellen kann man sich Embeddings so vorstellen, wie wenn der Inhalt von Wörtern/Sätzen kompakt repräsentiert wird als $n$-dimensionaler Vektor." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Wir verwenden nun so ein Modell, in diesem Fall `word2vec`.\n", "\n", "Das Embedding kann dann mit dem Befehl `python -m spacy download en_core_web_md` heruntergeladen werden. Wir machen dies im Notebook, könnten es aber genauso in der *miniconda* Konsole machen." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Möglicherweise muss auch die Library `pydantic` erneut installiert werden (war bei mir der Fall), idealerweise mit `pip install pydantic==1.7.4` (Erst Relevant für die Textverarbeitung am Ende des Notebooks)" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/bin/bash: /home/tikaiz/miniconda3/envs/dsai/lib/libreadline.so.8: no version information available (required by /bin/bash)\n", "/bin/bash: /home/tikaiz/miniconda3/envs/dsai/lib/libreadline.so.8: no version information available (required by /bin/bash)\n", "/bin/bash: /home/tikaiz/miniconda3/envs/dsai/lib/libreadline.so.8: no version information available (required by /bin/bash)\n", "/bin/bash: /home/tikaiz/miniconda3/envs/dsai/lib/libreadline.so.8: no version information available (required by /bin/bash)\n", "Collecting en-core-web-md==3.8.0\n", " Downloading https://github.com/explosion/spacy-models/releases/download/en_core_web_md-3.8.0/en_core_web_md-3.8.0-py3-none-any.whl (33.5 MB)\n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m33.5/33.5 MB\u001b[0m \u001b[31m15.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n", "\u001b[?25hInstalling collected packages: en-core-web-md\n", "Successfully installed en-core-web-md-3.8.0\n", "\u001b[38;5;2m✔ Download and installation successful\u001b[0m\n", "You can now load the package via spacy.load('en_core_web_md')\n" ] } ], "source": [ "# download embedding \n", "!python -m spacy download en_core_web_md" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [], "source": [ "# Nun laden wir dieses Embedding-Model\n", "word_embedding_german = spacy.load('en_core_web_md')" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [], "source": [ "# Nun können wir die Vektoren extrahieren von den vorigen Wörtern\n", "columbus = word_embedding_german('Columbus')\n", "_is = word_embedding_german('is')\n", "a = word_embedding_german('a')\n", "lovely = word_embedding_german('lovely')\n", "cat = word_embedding_german('cat')" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(300,)\n" ] } ], "source": [ "# Größe eines Vektors\n", "print(columbus.vector.shape)" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[-0.61506 0.45745 0.34629 -0.42685 0.84782 -0.41435\n", " 0.12422 0.13778 0.30993 1.2499 -1.2305 -0.20239\n", " -0.2944 -0.21408 -0.63358 -0.34638 0.30566 1.3755\n", " 0.024425 0.16306 -0.04864 -0.61891 0.11519 -0.48656\n", " -0.10342 0.23771 -0.51147 0.37534 -0.12923 0.29566\n", " -0.36304 -0.06235 0.098723 0.34361 -0.085307 0.42652\n", " 0.037085 0.31742 -0.74668 0.10692 -0.18141 0.40202\n", " 0.56771 -0.11344 0.24492 0.22647 0.19766 -0.2177\n", " 0.41926 0.048979 -0.13648 0.024594 -0.10012 -0.086374\n", " -0.12419 0.15195 0.20617 0.066046 0.25952 0.060823\n", " -0.30025 0.22363 0.39436 0.18966 0.10297 0.5493\n", " -0.16654 0.34562 -0.37017 -0.15314 -0.55936 0.11936\n", " -0.3041 -0.64677 0.80659 0.19804 -0.72554 0.3686\n", " -0.10039 0.061825 -0.35904 0.37567 0.27465 0.41907\n", " -0.15196 0.10567 1.5322 0.88811 -0.30164 -0.62204\n", " 0.015519 -0.44977 -0.070418 -1.3392 0.088872 0.13014\n", " 0.0333 -0.1848 0.36442 -0.080644 0.083077 0.12435\n", " 0.31706 0.42273 0.18776 -1.2395 -0.092028 -0.17125\n", " -0.51127 -0.47822 0.30558 0.37546 0.37755 -0.42921\n", " 0.021247 0.40339 0.60259 0.036205 -0.041036 0.32171\n", " 0.37171 0.040198 -0.18334 -0.0447 -0.24585 0.29742\n", " 0.2393 0.38284 0.38449 0.20371 0.33737 -0.77606\n", " -0.55508 -0.57942 0.14639 -0.1893 0.32992 0.064223\n", " 0.47045 -0.42607 -0.98109 -0.10846 0.51672 0.090351\n", " 0.021559 0.26452 0.1438 0.46015 -0.82069 -0.24497\n", " 0.27639 -0.70956 -0.42903 -0.26765 0.16444 -0.21051\n", " 0.19579 0.0090573 0.25458 0.28926 0.29481 -0.21562\n", " 0.37987 0.31905 0.014812 0.37282 0.29541 0.20963\n", " 0.50274 0.38258 0.60429 -0.15597 -0.33508 0.51761\n", " 0.26309 -0.21988 -0.19498 0.31704 0.18338 0.043678\n", " -0.18888 0.3809 -0.082466 0.3431 0.42513 0.71107\n", " -0.18484 0.15365 -0.66804 -0.11016 -0.087064 0.066326\n", " 0.22737 -0.44755 -0.47979 0.35158 0.035813 0.074965\n", " 0.65592 -0.14649 -0.22774 -0.68082 -0.21418 -0.75301\n", " -0.31699 0.073951 -0.36822 0.45779 0.070358 -0.37969\n", " 0.11242 0.66541 0.32094 0.49692 -0.67857 0.040064\n", " -0.032593 0.28999 -0.17695 0.10553 0.028307 0.079542\n", " -0.067165 -0.24853 -0.13014 0.26031 -0.42556 -0.078152\n", " 0.073664 0.2732 -0.25717 0.018035 -0.013583 -0.40746\n", " -0.47916 0.16565 0.19592 -0.25108 -0.014654 0.20064\n", " -0.071179 -1.0957 0.22794 -0.67024 -0.3586 -0.16928\n", " 0.52867 0.30426 0.27346 -0.87561 0.26439 -0.24421\n", " 0.074842 -0.18769 0.17039 0.062676 -0.3092 0.063599\n", " 0.46017 0.26915 -0.022005 -0.017233 0.15467 0.43704\n", " -0.060314 -0.63906 0.015476 -0.045431 -1.0311 0.29663\n", " -1.0004 -0.12976 -0.27376 0.50473 0.41841 -0.23903\n", " 0.4275 -0.51737 0.037586 -1.0034 -0.086042 0.21325\n", " -0.58561 0.57117 0.077634 0.36398 0.18921 0.0028133\n", " 0.48844 0.026449 0.1542 -0.25781 -0.18064 0.38123\n", " 0.087815 -0.24095 0.62373 -0.35313 -0.56627 0.52642 ]\n" ] } ], "source": [ "print(columbus.vector)" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [], "source": [ "# Wir können nun aber auch noch die Ähnlichkeit zwischen den Wörtern berechnen\n", "car = word_embedding_german('car')\n", "bike = word_embedding_german('bike')\n", "dog = word_embedding_german('dog')" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.22796432673931122" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ "car.similarity(bike)" ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.19304995238780975" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "source": [ "car.similarity(dog)" ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [], "source": [ "# Nun verwenden wir noch einige Beispielwörter und lassen uns diese später visualisieren\n", "beispiel_woerter = ['dog', 'cat', 'cow', 'jeans', 'dress', 'happy', 'nice', 'king', 'queen', 'woman', 'man', 'school', 'teacher', 'student']\n", "\n", "dataframe_embeddings = pd.DataFrame(data=[word_embedding_german(word).vector for word in beispiel_woerter], index=beispiel_woerter)" ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
0123456789...290291292293294295296297298299
dog-0.724830.4253800.025489-0.3980700.037463-0.298110-0.2827900.2933300.5777501.22050...0.019095-0.342830-0.5860200.009563-0.0850520.8331200.3197800.050317-0.2315900.281650
cat-0.724830.4253800.025489-0.3980700.037463-0.298110-0.2827900.2933300.5777501.22050...0.019095-0.342830-0.5860200.009563-0.0850520.8331200.3197800.050317-0.2315900.281650
cow-0.956030.141260-0.0289870.000202-0.0942500.6856300.252780-0.2933500.0976441.30080...0.190610-0.153820-0.189270-0.398270-0.3845300.1946400.0561780.1573800.2336000.034716
jeans-0.64995-0.1208900.037206-0.2634100.2864700.5750200.4865200.0507700.1273200.47011...-0.3445000.2064000.464560-0.5093100.3664800.4188300.6756100.488660-0.261030-0.498360
dress-0.908330.187590-0.4838000.6460200.571520-0.6327100.025627-0.1015500.0636920.29793...0.6514200.0801000.4509300.4082300.307260-0.3503500.197770-0.5561000.013015-0.367050
happy-0.715890.342390-0.7767600.262120-0.1037900.3672600.467000-0.1440600.5770902.59080...-0.539270-0.068958-0.5992500.0224760.488180-0.0040690.412400-0.311280-0.1929700.242070
nice-0.733510.413920-0.442500-0.291270-0.0961790.0975620.131510-0.5182500.1067102.41440...-0.3048500.186480-0.270480-0.1111100.1268100.395380-0.056084-0.187770-0.076822-0.015507
king-0.60644-0.5120500.006492-0.291940-0.565150-0.1152300.0772740.3356100.1159302.35160...-0.7123600.294900-0.2147900.256580-0.1935801.1057000.2286200.218590-0.190440-0.102530
queen-1.12090-0.2880900.123360-0.216080-0.098690-0.2417700.070938-0.274450-0.2002501.33570...0.5452900.087036-0.527260-0.3286200.1386600.366820-0.053972-0.009001-0.197320-0.127800
woman-0.62299-0.313320-0.0146590.144490-0.143000-0.6118900.0099130.105850-0.2165101.18710...0.3212400.0641280.486100-0.5076300.1550700.047091-0.081585-0.4825800.049814-0.402190
man-0.604820.3739900.284460-0.016269-0.118930-0.197060-0.351180-0.065699-0.2186603.22520...-0.284210-0.209050-0.240500-0.156590-0.381150-0.340890-0.672440-0.1360100.303780-0.084864
school-0.656050.483440-0.0835310.3380100.095574-0.0561380.3473100.291710-0.4295001.48490...0.432600-0.057419-0.0261340.4989600.3133600.458440-0.554270-0.2260800.265790-0.154570
teacher-0.656050.483440-0.0835310.3380100.095574-0.0561380.3473100.291710-0.4295001.48490...0.432600-0.057419-0.0261340.4989600.3133600.458440-0.554270-0.2260800.265790-0.154570
student-0.96802-0.019952-0.276190-0.1922800.194890-0.077457-0.423130-0.2840300.1405002.65290...-0.8506200.8237500.1586100.1008000.599730-0.2612200.3079100.072593-0.1215900.130530
\n", "

14 rows × 300 columns

\n", "
" ], "text/plain": [ " 0 1 2 3 4 5 6 \\\n", "dog -0.72483 0.425380 0.025489 -0.398070 0.037463 -0.298110 -0.282790 \n", "cat -0.72483 0.425380 0.025489 -0.398070 0.037463 -0.298110 -0.282790 \n", "cow -0.95603 0.141260 -0.028987 0.000202 -0.094250 0.685630 0.252780 \n", "jeans -0.64995 -0.120890 0.037206 -0.263410 0.286470 0.575020 0.486520 \n", "dress -0.90833 0.187590 -0.483800 0.646020 0.571520 -0.632710 0.025627 \n", "happy -0.71589 0.342390 -0.776760 0.262120 -0.103790 0.367260 0.467000 \n", "nice -0.73351 0.413920 -0.442500 -0.291270 -0.096179 0.097562 0.131510 \n", "king -0.60644 -0.512050 0.006492 -0.291940 -0.565150 -0.115230 0.077274 \n", "queen -1.12090 -0.288090 0.123360 -0.216080 -0.098690 -0.241770 0.070938 \n", "woman -0.62299 -0.313320 -0.014659 0.144490 -0.143000 -0.611890 0.009913 \n", "man -0.60482 0.373990 0.284460 -0.016269 -0.118930 -0.197060 -0.351180 \n", "school -0.65605 0.483440 -0.083531 0.338010 0.095574 -0.056138 0.347310 \n", "teacher -0.65605 0.483440 -0.083531 0.338010 0.095574 -0.056138 0.347310 \n", "student -0.96802 -0.019952 -0.276190 -0.192280 0.194890 -0.077457 -0.423130 \n", "\n", " 7 8 9 ... 290 291 292 \\\n", "dog 0.293330 0.577750 1.22050 ... 0.019095 -0.342830 -0.586020 \n", "cat 0.293330 0.577750 1.22050 ... 0.019095 -0.342830 -0.586020 \n", "cow -0.293350 0.097644 1.30080 ... 0.190610 -0.153820 -0.189270 \n", "jeans 0.050770 0.127320 0.47011 ... -0.344500 0.206400 0.464560 \n", "dress -0.101550 0.063692 0.29793 ... 0.651420 0.080100 0.450930 \n", "happy -0.144060 0.577090 2.59080 ... -0.539270 -0.068958 -0.599250 \n", "nice -0.518250 0.106710 2.41440 ... -0.304850 0.186480 -0.270480 \n", "king 0.335610 0.115930 2.35160 ... -0.712360 0.294900 -0.214790 \n", "queen -0.274450 -0.200250 1.33570 ... 0.545290 0.087036 -0.527260 \n", "woman 0.105850 -0.216510 1.18710 ... 0.321240 0.064128 0.486100 \n", "man -0.065699 -0.218660 3.22520 ... -0.284210 -0.209050 -0.240500 \n", "school 0.291710 -0.429500 1.48490 ... 0.432600 -0.057419 -0.026134 \n", "teacher 0.291710 -0.429500 1.48490 ... 0.432600 -0.057419 -0.026134 \n", "student -0.284030 0.140500 2.65290 ... -0.850620 0.823750 0.158610 \n", "\n", " 293 294 295 296 297 298 299 \n", "dog 0.009563 -0.085052 0.833120 0.319780 0.050317 -0.231590 0.281650 \n", "cat 0.009563 -0.085052 0.833120 0.319780 0.050317 -0.231590 0.281650 \n", "cow -0.398270 -0.384530 0.194640 0.056178 0.157380 0.233600 0.034716 \n", "jeans -0.509310 0.366480 0.418830 0.675610 0.488660 -0.261030 -0.498360 \n", "dress 0.408230 0.307260 -0.350350 0.197770 -0.556100 0.013015 -0.367050 \n", "happy 0.022476 0.488180 -0.004069 0.412400 -0.311280 -0.192970 0.242070 \n", "nice -0.111110 0.126810 0.395380 -0.056084 -0.187770 -0.076822 -0.015507 \n", "king 0.256580 -0.193580 1.105700 0.228620 0.218590 -0.190440 -0.102530 \n", "queen -0.328620 0.138660 0.366820 -0.053972 -0.009001 -0.197320 -0.127800 \n", "woman -0.507630 0.155070 0.047091 -0.081585 -0.482580 0.049814 -0.402190 \n", "man -0.156590 -0.381150 -0.340890 -0.672440 -0.136010 0.303780 -0.084864 \n", "school 0.498960 0.313360 0.458440 -0.554270 -0.226080 0.265790 -0.154570 \n", "teacher 0.498960 0.313360 0.458440 -0.554270 -0.226080 0.265790 -0.154570 \n", "student 0.100800 0.599730 -0.261220 0.307910 0.072593 -0.121590 0.130530 \n", "\n", "[14 rows x 300 columns]" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataframe_embeddings" ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 2D Scatter Plot inklusive Beschriftung der Wörter mit Hilfe von PCA\n", "\n", "# Hier passieren ein paar Dinge, die wir noch nicht im Detail kennen gelernt haben. Wir werden unter anderem PCA noch im Sommersemester kennen lernen.\n", "\n", "pca = PCA(n_components=2)\n", "dataframe_embeddings_pca = pca.fit_transform(dataframe_embeddings)\n", "\n", "plt.figure(figsize=(10, 10))\n", "plt.scatter(dataframe_embeddings_pca[:, 0], dataframe_embeddings_pca[:, 1])\n", "for i, word in enumerate(beispiel_woerter):\n", " plt.annotate(word, (dataframe_embeddings_pca[i, 0], dataframe_embeddings_pca[i, 1]))\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Funktioniert es gut?\n", "\n", "Mögliche Gründe:\n", "* Zu kleine Dimension im Embedding Space\n", "* Schlecht trainiertes Embedding\n", "* Wörter sind vielleicht nicht so ähnlich wie geglaubt\n", "* Dimensionsreduzierung scheitert" ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [], "source": [ "# Abschließend können wir noch die Wörter in den Beispiel Wörtern finden, welche am ähnlichsten zu einem gegebenen Wort sind\n", "\n", "def find_similar_words(query: np.ndarray, data: pd.DataFrame):\n", " norms = data.apply(np.square).sum(axis=1).apply(np.sqrt)\n", " data = data.apply(lambda x: x / norms).dot(query).sort_values()\n", " similar = data.index[:-4:-1].to_list()\n", " distant = data.index[:3].to_list()\n", " return similar, distant" ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [], "source": [ "word = 'cat'\n", "\n", "similar, distant = find_similar_words(word_embedding_german(word).vector, dataframe_embeddings)" ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['dog', 'cat', 'cow']\n", "['student', 'teacher', 'school']\n" ] } ], "source": [ "print(similar)\n", "print(distant)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## `Glob` Package" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Abschließend wollen wir noch kurz diskutieren, wie man Dateien rekursiv in einem Ordner suchen kann. Dafür verwenden wir das `glob` Package." ] }, { "cell_type": "code", "execution_count": 62, "metadata": {}, "outputs": [], "source": [ "# Alle Jupyter-Notebooks in dem Über-Übergeoardneten Ordner finden\n", "\n", "path = os.path.join(\"..\", \"..\", \"**\", \"*.ipynb\")\n", "file_list = glob.glob(path, recursive=True) # recursive = True hier sehr wichtig, ansonsten keine Dateien" ] }, { "cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "../../01_Python_Jupyter/code/00/einfuehrung_jupyter.ipynb\n", "../../02_daten_tabellarisch/code/daten_tabellarisch_1.ipynb\n", "../../02_daten_tabellarisch/code/daten_tabellarisch_2.ipynb\n", "../../02_daten_tabellarisch/code/daten_tabellarisch_3.ipynb\n", "../../02_daten_tabellarisch/code/daten_tabellarisch_4.ipynb\n", "../../02_daten_tabellarisch/code/daten_tabellarisch_5.ipynb\n", "../../03_Visualisierungen/code/visualisierung_1.ipynb\n", "../../03_Visualisierungen/code/visualisierung_2.ipynb\n", "../../03_Visualisierungen/code/visualisierung_3.ipynb\n", "../../03_Visualisierungen/code/visualisierung_4.ipynb\n", "../../04_weitere_datenformen/code/datenformen_1.ipynb\n" ] } ], "source": [ "for file in file_list:\n", " print(file)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "dsai", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.18" } }, "nbformat": 4, "nbformat_minor": 4 }