947 lines
388 KiB
Text
947 lines
388 KiB
Text
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Adafruit Blinka and LSM6DSOX\n",
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"<img src=\"https://cdn-learn.adafruit.com/guides/cropped_images/000/002/823/medium640/main_crop.jpg?1576648691\" alt=\"LSM6DSOX\" height= \"500\" width=\"500\"/>\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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" # Python Software Package Installation\n",
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"import sys\n",
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"!{sys.executable} -m pip install adafruit-circuitpython-lsm6ds ipympl"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"**Verify this cell returns acceleration data before proceeding**"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Acceleration: X:-2.70, Y: 9.18, Z: 2.01 m/s^2\n"
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]
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}
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],
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"source": [
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"# Set an Environment Variable so Adafruit Blinka knows we're using the MCP2221\n",
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"import os\n",
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"os.environ[\"BLINKA_MCP2221\"] = \"1\"\n",
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"\n",
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"# Import CircuitPython Libraries\n",
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"import board\n",
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"import busio\n",
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"import adafruit_lsm6ds\n",
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"\n",
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"i2c = busio.I2C(board.SCL, board.SDA)\n",
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"sox = adafruit_lsm6ds.LSM6DSOX(i2c)\n",
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"\n",
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"print(\"Acceleration: X:%.2f, Y: %.2f, Z: %.2f m/s^2\"%(sox.acceleration))"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"application/javascript": [
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"/* Put everything inside the global mpl namespace */\n",
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"window.mpl = {};\n",
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"\n",
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"\n",
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"mpl.get_websocket_type = function() {\n",
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" if (typeof(WebSocket) !== 'undefined') {\n",
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" return WebSocket;\n",
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" } else if (typeof(MozWebSocket) !== 'undefined') {\n",
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" return MozWebSocket;\n",
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" } else {\n",
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" alert('Your browser does not have WebSocket support. ' +\n",
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" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
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" 'Firefox 4 and 5 are also supported but you ' +\n",
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" 'have to enable WebSockets in about:config.');\n",
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" };\n",
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"}\n",
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"\n",
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"mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
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" this.id = figure_id;\n",
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"\n",
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" this.ws = websocket;\n",
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"\n",
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" this.supports_binary = (this.ws.binaryType != undefined);\n",
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"\n",
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" if (!this.supports_binary) {\n",
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" var warnings = document.getElementById(\"mpl-warnings\");\n",
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" if (warnings) {\n",
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" warnings.style.display = 'block';\n",
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" warnings.textContent = (\n",
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" \"This browser does not support binary websocket messages. \" +\n",
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" \"Performance may be slow.\");\n",
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" }\n",
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" }\n",
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"\n",
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" this.imageObj = new Image();\n",
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"\n",
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" this.context = undefined;\n",
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" this.message = undefined;\n",
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" this.canvas = undefined;\n",
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" this.rubberband_canvas = undefined;\n",
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" this.rubberband_context = undefined;\n",
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" this.format_dropdown = undefined;\n",
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"\n",
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" this.image_mode = 'full';\n",
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"\n",
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" this.root = $('<div/>');\n",
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" this._root_extra_style(this.root)\n",
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" this.root.attr('style', 'display: inline-block');\n",
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"\n",
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" $(parent_element).append(this.root);\n",
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"\n",
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" this._init_header(this);\n",
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" this._init_canvas(this);\n",
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" this._init_toolbar(this);\n",
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"\n",
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" var fig = this;\n",
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"\n",
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" this.waiting = false;\n",
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"\n",
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" this.ws.onopen = function () {\n",
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" fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
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" fig.send_message(\"send_image_mode\", {});\n",
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" if (mpl.ratio != 1) {\n",
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" fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
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" }\n",
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" fig.send_message(\"refresh\", {});\n",
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" }\n",
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"\n",
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" this.imageObj.onload = function() {\n",
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" if (fig.image_mode == 'full') {\n",
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" // Full images could contain transparency (where diff images\n",
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" // almost always do), so we need to clear the canvas so that\n",
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" // there is no ghosting.\n",
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" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
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" }\n",
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" fig.context.drawImage(fig.imageObj, 0, 0);\n",
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" };\n",
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"\n",
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" this.imageObj.onunload = function() {\n",
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" fig.ws.close();\n",
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" }\n",
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"\n",
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" this.ws.onmessage = this._make_on_message_function(this);\n",
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"\n",
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" this.ondownload = ondownload;\n",
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"}\n",
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"\n",
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"mpl.figure.prototype._init_header = function() {\n",
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" var titlebar = $(\n",
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" '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
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" 'ui-helper-clearfix\"/>');\n",
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" var titletext = $(\n",
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" '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
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" 'text-align: center; padding: 3px;\"/>');\n",
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" titlebar.append(titletext)\n",
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" this.root.append(titlebar);\n",
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" this.header = titletext[0];\n",
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"}\n",
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"\n",
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"\n",
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"\n",
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"mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
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"\n",
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"}\n",
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"\n",
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"\n",
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"mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
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"\n",
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"}\n",
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"\n",
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"mpl.figure.prototype._init_canvas = function() {\n",
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" var fig = this;\n",
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"\n",
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" var canvas_div = $('<div/>');\n",
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"\n",
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" canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
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"\n",
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" function canvas_keyboard_event(event) {\n",
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" return fig.key_event(event, event['data']);\n",
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" }\n",
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"\n",
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" canvas_div.keydown('key_press', canvas_keyboard_event);\n",
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" canvas_div.keyup('key_release', canvas_keyboard_event);\n",
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" this.canvas_div = canvas_div\n",
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" this._canvas_extra_style(canvas_div)\n",
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" this.root.append(canvas_div);\n",
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"\n",
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" var canvas = $('<canvas/>');\n",
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" canvas.addClass('mpl-canvas');\n",
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" canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
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"\n",
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" this.canvas = canvas[0];\n",
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" this.context = canvas[0].getContext(\"2d\");\n",
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"\n",
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" var backingStore = this.context.backingStorePixelRatio ||\n",
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"\tthis.context.webkitBackingStorePixelRatio ||\n",
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"\tthis.context.mozBackingStorePixelRatio ||\n",
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"\tthis.context.msBackingStorePixelRatio ||\n",
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"\tthis.context.oBackingStorePixelRatio ||\n",
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"\tthis.context.backingStorePixelRatio || 1;\n",
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"\n",
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" mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
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"\n",
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" var rubberband = $('<canvas/>');\n",
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" rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
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"\n",
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" var pass_mouse_events = true;\n",
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"\n",
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" canvas_div.resizable({\n",
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" start: function(event, ui) {\n",
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" pass_mouse_events = false;\n",
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" },\n",
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" resize: function(event, ui) {\n",
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" fig.request_resize(ui.size.width, ui.size.height);\n",
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" },\n",
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" stop: function(event, ui) {\n",
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" pass_mouse_events = true;\n",
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" fig.request_resize(ui.size.width, ui.size.height);\n",
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" },\n",
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" });\n",
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"\n",
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" function mouse_event_fn(event) {\n",
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" if (pass_mouse_events)\n",
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" return fig.mouse_event(event, event['data']);\n",
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" }\n",
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"\n",
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" rubberband.mousedown('button_press', mouse_event_fn);\n",
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" rubberband.mouseup('button_release', mouse_event_fn);\n",
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" // Throttle sequential mouse events to 1 every 20ms.\n",
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" rubberband.mousemove('motion_notify', mouse_event_fn);\n",
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"\n",
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" rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
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" rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
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"\n",
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" canvas_div.on(\"wheel\", function (event) {\n",
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" event = event.originalEvent;\n",
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" event['data'] = 'scroll'\n",
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" if (event.deltaY < 0) {\n",
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" event.step = 1;\n",
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" } else {\n",
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" event.step = -1;\n",
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" }\n",
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" mouse_event_fn(event);\n",
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" });\n",
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"\n",
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" canvas_div.append(canvas);\n",
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" canvas_div.append(rubberband);\n",
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"\n",
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" this.rubberband = rubberband;\n",
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" this.rubberband_canvas = rubberband[0];\n",
|
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" this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
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" this.rubberband_context.strokeStyle = \"#000000\";\n",
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"\n",
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" this._resize_canvas = function(width, height) {\n",
|
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" // Keep the size of the canvas, canvas container, and rubber band\n",
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" // canvas in synch.\n",
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" canvas_div.css('width', width)\n",
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" canvas_div.css('height', height)\n",
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"\n",
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" canvas.attr('width', width * mpl.ratio);\n",
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" canvas.attr('height', height * mpl.ratio);\n",
|
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" canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
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"\n",
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" rubberband.attr('width', width);\n",
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" rubberband.attr('height', height);\n",
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" }\n",
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"\n",
|
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" // Set the figure to an initial 600x600px, this will subsequently be updated\n",
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" // upon first draw.\n",
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" this._resize_canvas(600, 600);\n",
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"\n",
|
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" // Disable right mouse context menu.\n",
|
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" $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
|
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" return false;\n",
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" });\n",
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"\n",
|
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" function set_focus () {\n",
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" canvas.focus();\n",
|
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" canvas_div.focus();\n",
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" }\n",
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"\n",
|
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" window.setTimeout(set_focus, 100);\n",
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"}\n",
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"\n",
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"mpl.figure.prototype._init_toolbar = function() {\n",
|
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" var fig = this;\n",
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"\n",
|
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" var nav_element = $('<div/>');\n",
|
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" nav_element.attr('style', 'width: 100%');\n",
|
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" this.root.append(nav_element);\n",
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"\n",
|
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" // Define a callback function for later on.\n",
|
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" function toolbar_event(event) {\n",
|
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" return fig.toolbar_button_onclick(event['data']);\n",
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" }\n",
|
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" function toolbar_mouse_event(event) {\n",
|
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" return fig.toolbar_button_onmouseover(event['data']);\n",
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" }\n",
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"\n",
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" for(var toolbar_ind in mpl.toolbar_items) {\n",
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" var name = mpl.toolbar_items[toolbar_ind][0];\n",
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" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
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" var image = mpl.toolbar_items[toolbar_ind][2];\n",
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" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
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"\n",
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" if (!name) {\n",
|
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" // put a spacer in here.\n",
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" continue;\n",
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" }\n",
|
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" var button = $('<button/>');\n",
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" button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
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" 'ui-button-icon-only');\n",
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" button.attr('role', 'button');\n",
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" button.attr('aria-disabled', 'false');\n",
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" button.click(method_name, toolbar_event);\n",
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" button.mouseover(tooltip, toolbar_mouse_event);\n",
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"\n",
|
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" var icon_img = $('<span/>');\n",
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" icon_img.addClass('ui-button-icon-primary ui-icon');\n",
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" icon_img.addClass(image);\n",
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" icon_img.addClass('ui-corner-all');\n",
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"\n",
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" var tooltip_span = $('<span/>');\n",
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" tooltip_span.addClass('ui-button-text');\n",
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" tooltip_span.html(tooltip);\n",
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"\n",
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" button.append(icon_img);\n",
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" button.append(tooltip_span);\n",
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"\n",
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" nav_element.append(button);\n",
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" }\n",
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"\n",
|
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" var fmt_picker_span = $('<span/>');\n",
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"\n",
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" var fmt_picker = $('<select/>');\n",
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" fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
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" fmt_picker_span.append(fmt_picker);\n",
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" nav_element.append(fmt_picker_span);\n",
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" this.format_dropdown = fmt_picker[0];\n",
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"\n",
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" for (var ind in mpl.extensions) {\n",
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" var fmt = mpl.extensions[ind];\n",
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" var option = $(\n",
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" '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
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" fmt_picker.append(option);\n",
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" }\n",
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"\n",
|
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" // Add hover states to the ui-buttons\n",
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" $( \".ui-button\" ).hover(\n",
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" function() { $(this).addClass(\"ui-state-hover\");},\n",
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" function() { $(this).removeClass(\"ui-state-hover\");}\n",
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" );\n",
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"\n",
|
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" var status_bar = $('<span class=\"mpl-message\"/>');\n",
|
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" nav_element.append(status_bar);\n",
|
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" this.message = status_bar[0];\n",
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"}\n",
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"\n",
|
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"mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
|
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" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
|
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" // which will in turn request a refresh of the image.\n",
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" this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
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"}\n",
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"\n",
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"mpl.figure.prototype.send_message = function(type, properties) {\n",
|
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" properties['type'] = type;\n",
|
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" properties['figure_id'] = this.id;\n",
|
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" this.ws.send(JSON.stringify(properties));\n",
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"}\n",
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"\n",
|
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"mpl.figure.prototype.send_draw_message = function() {\n",
|
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" if (!this.waiting) {\n",
|
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" this.waiting = true;\n",
|
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" this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
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" }\n",
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"}\n",
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"\n",
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"\n",
|
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"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
|
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" var format_dropdown = fig.format_dropdown;\n",
|
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" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
|
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" fig.ondownload(fig, format);\n",
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"}\n",
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"\n",
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"\n",
|
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"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
|
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" var size = msg['size'];\n",
|
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" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
|
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" fig._resize_canvas(size[0], size[1]);\n",
|
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" fig.send_message(\"refresh\", {});\n",
|
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" };\n",
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"}\n",
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"\n",
|
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"mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
|
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" var x0 = msg['x0'] / mpl.ratio;\n",
|
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" var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
|
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" var x1 = msg['x1'] / mpl.ratio;\n",
|
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" var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
|
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" x0 = Math.floor(x0) + 0.5;\n",
|
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" y0 = Math.floor(y0) + 0.5;\n",
|
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" x1 = Math.floor(x1) + 0.5;\n",
|
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" y1 = Math.floor(y1) + 0.5;\n",
|
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" var min_x = Math.min(x0, x1);\n",
|
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" var min_y = Math.min(y0, y1);\n",
|
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" var width = Math.abs(x1 - x0);\n",
|
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" var height = Math.abs(y1 - y0);\n",
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"\n",
|
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" fig.rubberband_context.clearRect(\n",
|
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" 0, 0, fig.canvas.width / mpl.ratio, fig.canvas.height / mpl.ratio);\n",
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"\n",
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" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
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"}\n",
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"\n",
|
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"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
|
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" // Updates the figure title.\n",
|
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" fig.header.textContent = msg['label'];\n",
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"}\n",
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"\n",
|
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"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
|
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" var cursor = msg['cursor'];\n",
|
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" switch(cursor)\n",
|
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" {\n",
|
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" case 0:\n",
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" cursor = 'pointer';\n",
|
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" break;\n",
|
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" case 1:\n",
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" cursor = 'default';\n",
|
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" break;\n",
|
|
" case 2:\n",
|
|
" cursor = 'crosshair';\n",
|
|
" break;\n",
|
|
" case 3:\n",
|
|
" cursor = 'move';\n",
|
|
" break;\n",
|
|
" }\n",
|
|
" fig.rubberband_canvas.style.cursor = cursor;\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
|
|
" fig.message.textContent = msg['message'];\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
|
|
" // Request the server to send over a new figure.\n",
|
|
" fig.send_draw_message();\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
|
|
" fig.image_mode = msg['mode'];\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype.updated_canvas_event = function() {\n",
|
|
" // Called whenever the canvas gets updated.\n",
|
|
" this.send_message(\"ack\", {});\n",
|
|
"}\n",
|
|
"\n",
|
|
"// A function to construct a web socket function for onmessage handling.\n",
|
|
"// Called in the figure constructor.\n",
|
|
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
|
|
" return function socket_on_message(evt) {\n",
|
|
" if (evt.data instanceof Blob) {\n",
|
|
" /* FIXME: We get \"Resource interpreted as Image but\n",
|
|
" * transferred with MIME type text/plain:\" errors on\n",
|
|
" * Chrome. But how to set the MIME type? It doesn't seem\n",
|
|
" * to be part of the websocket stream */\n",
|
|
" evt.data.type = \"image/png\";\n",
|
|
"\n",
|
|
" /* Free the memory for the previous frames */\n",
|
|
" if (fig.imageObj.src) {\n",
|
|
" (window.URL || window.webkitURL).revokeObjectURL(\n",
|
|
" fig.imageObj.src);\n",
|
|
" }\n",
|
|
"\n",
|
|
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
|
|
" evt.data);\n",
|
|
" fig.updated_canvas_event();\n",
|
|
" fig.waiting = false;\n",
|
|
" return;\n",
|
|
" }\n",
|
|
" else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
|
|
" fig.imageObj.src = evt.data;\n",
|
|
" fig.updated_canvas_event();\n",
|
|
" fig.waiting = false;\n",
|
|
" return;\n",
|
|
" }\n",
|
|
"\n",
|
|
" var msg = JSON.parse(evt.data);\n",
|
|
" var msg_type = msg['type'];\n",
|
|
"\n",
|
|
" // Call the \"handle_{type}\" callback, which takes\n",
|
|
" // the figure and JSON message as its only arguments.\n",
|
|
" try {\n",
|
|
" var callback = fig[\"handle_\" + msg_type];\n",
|
|
" } catch (e) {\n",
|
|
" console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
|
|
" return;\n",
|
|
" }\n",
|
|
"\n",
|
|
" if (callback) {\n",
|
|
" try {\n",
|
|
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
|
|
" callback(fig, msg);\n",
|
|
" } catch (e) {\n",
|
|
" console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
|
|
" }\n",
|
|
" }\n",
|
|
" };\n",
|
|
"}\n",
|
|
"\n",
|
|
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
|
|
"mpl.findpos = function(e) {\n",
|
|
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
|
|
" var targ;\n",
|
|
" if (!e)\n",
|
|
" e = window.event;\n",
|
|
" if (e.target)\n",
|
|
" targ = e.target;\n",
|
|
" else if (e.srcElement)\n",
|
|
" targ = e.srcElement;\n",
|
|
" if (targ.nodeType == 3) // defeat Safari bug\n",
|
|
" targ = targ.parentNode;\n",
|
|
"\n",
|
|
" // jQuery normalizes the pageX and pageY\n",
|
|
" // pageX,Y are the mouse positions relative to the document\n",
|
|
" // offset() returns the position of the element relative to the document\n",
|
|
" var x = e.pageX - $(targ).offset().left;\n",
|
|
" var y = e.pageY - $(targ).offset().top;\n",
|
|
"\n",
|
|
" return {\"x\": x, \"y\": y};\n",
|
|
"};\n",
|
|
"\n",
|
|
"/*\n",
|
|
" * return a copy of an object with only non-object keys\n",
|
|
" * we need this to avoid circular references\n",
|
|
" * http://stackoverflow.com/a/24161582/3208463\n",
|
|
" */\n",
|
|
"function simpleKeys (original) {\n",
|
|
" return Object.keys(original).reduce(function (obj, key) {\n",
|
|
" if (typeof original[key] !== 'object')\n",
|
|
" obj[key] = original[key]\n",
|
|
" return obj;\n",
|
|
" }, {});\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
|
|
" var canvas_pos = mpl.findpos(event)\n",
|
|
"\n",
|
|
" if (name === 'button_press')\n",
|
|
" {\n",
|
|
" this.canvas.focus();\n",
|
|
" this.canvas_div.focus();\n",
|
|
" }\n",
|
|
"\n",
|
|
" var x = canvas_pos.x * mpl.ratio;\n",
|
|
" var y = canvas_pos.y * mpl.ratio;\n",
|
|
"\n",
|
|
" this.send_message(name, {x: x, y: y, button: event.button,\n",
|
|
" step: event.step,\n",
|
|
" guiEvent: simpleKeys(event)});\n",
|
|
"\n",
|
|
" /* This prevents the web browser from automatically changing to\n",
|
|
" * the text insertion cursor when the button is pressed. We want\n",
|
|
" * to control all of the cursor setting manually through the\n",
|
|
" * 'cursor' event from matplotlib */\n",
|
|
" event.preventDefault();\n",
|
|
" return false;\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
|
|
" // Handle any extra behaviour associated with a key event\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype.key_event = function(event, name) {\n",
|
|
"\n",
|
|
" // Prevent repeat events\n",
|
|
" if (name == 'key_press')\n",
|
|
" {\n",
|
|
" if (event.which === this._key)\n",
|
|
" return;\n",
|
|
" else\n",
|
|
" this._key = event.which;\n",
|
|
" }\n",
|
|
" if (name == 'key_release')\n",
|
|
" this._key = null;\n",
|
|
"\n",
|
|
" var value = '';\n",
|
|
" if (event.ctrlKey && event.which != 17)\n",
|
|
" value += \"ctrl+\";\n",
|
|
" if (event.altKey && event.which != 18)\n",
|
|
" value += \"alt+\";\n",
|
|
" if (event.shiftKey && event.which != 16)\n",
|
|
" value += \"shift+\";\n",
|
|
"\n",
|
|
" value += 'k';\n",
|
|
" value += event.which.toString();\n",
|
|
"\n",
|
|
" this._key_event_extra(event, name);\n",
|
|
"\n",
|
|
" this.send_message(name, {key: value,\n",
|
|
" guiEvent: simpleKeys(event)});\n",
|
|
" return false;\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
|
|
" if (name == 'download') {\n",
|
|
" this.handle_save(this, null);\n",
|
|
" } else {\n",
|
|
" this.send_message(\"toolbar_button\", {name: name});\n",
|
|
" }\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
|
|
" this.message.textContent = tooltip;\n",
|
|
"};\n",
|
|
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
|
|
"\n",
|
|
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
|
|
"\n",
|
|
"mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
|
|
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
|
|
" // object with the appropriate methods. Currently this is a non binary\n",
|
|
" // socket, so there is still some room for performance tuning.\n",
|
|
" var ws = {};\n",
|
|
"\n",
|
|
" ws.close = function() {\n",
|
|
" comm.close()\n",
|
|
" };\n",
|
|
" ws.send = function(m) {\n",
|
|
" //console.log('sending', m);\n",
|
|
" comm.send(m);\n",
|
|
" };\n",
|
|
" // Register the callback with on_msg.\n",
|
|
" comm.on_msg(function(msg) {\n",
|
|
" //console.log('receiving', msg['content']['data'], msg);\n",
|
|
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
|
|
" ws.onmessage(msg['content']['data'])\n",
|
|
" });\n",
|
|
" return ws;\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.mpl_figure_comm = function(comm, msg) {\n",
|
|
" // This is the function which gets called when the mpl process\n",
|
|
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
|
|
"\n",
|
|
" var id = msg.content.data.id;\n",
|
|
" // Get hold of the div created by the display call when the Comm\n",
|
|
" // socket was opened in Python.\n",
|
|
" var element = $(\"#\" + id);\n",
|
|
" var ws_proxy = comm_websocket_adapter(comm)\n",
|
|
"\n",
|
|
" function ondownload(figure, format) {\n",
|
|
" window.open(figure.imageObj.src);\n",
|
|
" }\n",
|
|
"\n",
|
|
" var fig = new mpl.figure(id, ws_proxy,\n",
|
|
" ondownload,\n",
|
|
" element.get(0));\n",
|
|
"\n",
|
|
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
|
|
" // web socket which is closed, not our websocket->open comm proxy.\n",
|
|
" ws_proxy.onopen();\n",
|
|
"\n",
|
|
" fig.parent_element = element.get(0);\n",
|
|
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
|
|
" if (!fig.cell_info) {\n",
|
|
" console.error(\"Failed to find cell for figure\", id, fig);\n",
|
|
" return;\n",
|
|
" }\n",
|
|
"\n",
|
|
" var output_index = fig.cell_info[2]\n",
|
|
" var cell = fig.cell_info[0];\n",
|
|
"\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_close = function(fig, msg) {\n",
|
|
" var width = fig.canvas.width/mpl.ratio\n",
|
|
" fig.root.unbind('remove')\n",
|
|
"\n",
|
|
" // Update the output cell to use the data from the current canvas.\n",
|
|
" fig.push_to_output();\n",
|
|
" var dataURL = fig.canvas.toDataURL();\n",
|
|
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
|
|
" // the notebook keyboard shortcuts fail.\n",
|
|
" IPython.keyboard_manager.enable()\n",
|
|
" $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
|
|
" fig.close_ws(fig, msg);\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype.close_ws = function(fig, msg){\n",
|
|
" fig.send_message('closing', msg);\n",
|
|
" // fig.ws.close()\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
|
|
" // Turn the data on the canvas into data in the output cell.\n",
|
|
" var width = this.canvas.width/mpl.ratio\n",
|
|
" var dataURL = this.canvas.toDataURL();\n",
|
|
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype.updated_canvas_event = function() {\n",
|
|
" // Tell IPython that the notebook contents must change.\n",
|
|
" IPython.notebook.set_dirty(true);\n",
|
|
" this.send_message(\"ack\", {});\n",
|
|
" var fig = this;\n",
|
|
" // Wait a second, then push the new image to the DOM so\n",
|
|
" // that it is saved nicely (might be nice to debounce this).\n",
|
|
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype._init_toolbar = function() {\n",
|
|
" var fig = this;\n",
|
|
"\n",
|
|
" var nav_element = $('<div/>');\n",
|
|
" nav_element.attr('style', 'width: 100%');\n",
|
|
" this.root.append(nav_element);\n",
|
|
"\n",
|
|
" // Define a callback function for later on.\n",
|
|
" function toolbar_event(event) {\n",
|
|
" return fig.toolbar_button_onclick(event['data']);\n",
|
|
" }\n",
|
|
" function toolbar_mouse_event(event) {\n",
|
|
" return fig.toolbar_button_onmouseover(event['data']);\n",
|
|
" }\n",
|
|
"\n",
|
|
" for(var toolbar_ind in mpl.toolbar_items){\n",
|
|
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
|
|
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
|
|
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
|
|
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
|
|
"\n",
|
|
" if (!name) { continue; };\n",
|
|
"\n",
|
|
" var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
|
|
" button.click(method_name, toolbar_event);\n",
|
|
" button.mouseover(tooltip, toolbar_mouse_event);\n",
|
|
" nav_element.append(button);\n",
|
|
" }\n",
|
|
"\n",
|
|
" // Add the status bar.\n",
|
|
" var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
|
|
" nav_element.append(status_bar);\n",
|
|
" this.message = status_bar[0];\n",
|
|
"\n",
|
|
" // Add the close button to the window.\n",
|
|
" var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
|
|
" var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
|
|
" button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
|
|
" button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
|
|
" buttongrp.append(button);\n",
|
|
" var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
|
|
" titlebar.prepend(buttongrp);\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype._root_extra_style = function(el){\n",
|
|
" var fig = this\n",
|
|
" el.on(\"remove\", function(){\n",
|
|
"\tfig.close_ws(fig, {});\n",
|
|
" });\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype._canvas_extra_style = function(el){\n",
|
|
" // this is important to make the div 'focusable\n",
|
|
" el.attr('tabindex', 0)\n",
|
|
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
|
|
" // off when our div gets focus\n",
|
|
"\n",
|
|
" // location in version 3\n",
|
|
" if (IPython.notebook.keyboard_manager) {\n",
|
|
" IPython.notebook.keyboard_manager.register_events(el);\n",
|
|
" }\n",
|
|
" else {\n",
|
|
" // location in version 2\n",
|
|
" IPython.keyboard_manager.register_events(el);\n",
|
|
" }\n",
|
|
"\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
|
|
" var manager = IPython.notebook.keyboard_manager;\n",
|
|
" if (!manager)\n",
|
|
" manager = IPython.keyboard_manager;\n",
|
|
"\n",
|
|
" // Check for shift+enter\n",
|
|
" if (event.shiftKey && event.which == 13) {\n",
|
|
" this.canvas_div.blur();\n",
|
|
" event.shiftKey = false;\n",
|
|
" // Send a \"J\" for go to next cell\n",
|
|
" event.which = 74;\n",
|
|
" event.keyCode = 74;\n",
|
|
" manager.command_mode();\n",
|
|
" manager.handle_keydown(event);\n",
|
|
" }\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
|
|
" fig.ondownload(fig, null);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
"mpl.find_output_cell = function(html_output) {\n",
|
|
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
|
|
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
|
|
" // IPython event is triggered only after the cells have been serialised, which for\n",
|
|
" // our purposes (turning an active figure into a static one), is too late.\n",
|
|
" var cells = IPython.notebook.get_cells();\n",
|
|
" var ncells = cells.length;\n",
|
|
" for (var i=0; i<ncells; i++) {\n",
|
|
" var cell = cells[i];\n",
|
|
" if (cell.cell_type === 'code'){\n",
|
|
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
|
|
" var data = cell.output_area.outputs[j];\n",
|
|
" if (data.data) {\n",
|
|
" // IPython >= 3 moved mimebundle to data attribute of output\n",
|
|
" data = data.data;\n",
|
|
" }\n",
|
|
" if (data['text/html'] == html_output) {\n",
|
|
" return [cell, data, j];\n",
|
|
" }\n",
|
|
" }\n",
|
|
" }\n",
|
|
" }\n",
|
|
"}\n",
|
|
"\n",
|
|
"// Register the function which deals with the matplotlib target/channel.\n",
|
|
"// The kernel may be null if the page has been refreshed.\n",
|
|
"if (IPython.notebook.kernel != null) {\n",
|
|
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
|
|
"}\n"
|
|
],
|
|
"text/plain": [
|
|
"<IPython.core.display.Javascript object>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
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AhSgAAXiIcDF4Hio85wUoAAFKEABClCAAhSgAAUoQAEKUIACFPCpwPbt29G6dWusWbMmpEDfvn3x2muvIVu2bBFJSd1+/frh9OnTWdYvW7YspkyZgurVq2dZZsmSJWjXrh127tyZaZlSpUph8uTJqFu3bkTtZCUKUIACFKAABSigU4CLwTp1GZsCFKAABShAAQpQgAIUoAAFKEABClCAAhQICMjCbO3atQMLwbII++ijj6JSpUo4dOgQ5s2bZy0AHzlyxKrz6quv4oknnnAs+MUXX+D222+36uXOnRs9e/ZEixYtUKxYMWzcuBHvvvuudS45SpYsifXr11s7htMfO3bsQJ06dfDXX38hZ86cVltvvvlmq9i0adMwbNgwa7G5RIkSWLZsmbWzmQcFKEABClCAAhRwkwAXg900GmwLBShAAQpQgAIUoAAFKEABClCAAhSgAAUMFvjyyy/RoUMHq4cJCQmYO3cucuTIkabHsqgqn506dQpFixbF7t27rYVYJ8fVV1+Nn3/+2aoii7ayEzn9cdttt+Grr76yfiwL0LLQm/6499578fHHH1s/lgXmjh07pikij7nu1KmT9bOuXbti9OjRTprJshSgAAUoQAEKUEC7ABeDtRPzBBSgAAUoQAEKUIACFKAABShAAQpQgAIUoIAIyILr66+/bmHI45nbtGmTKUz79u0xadIk6zN5nLS849fucfDgwcAuX9mFLIvLmR2rV69GjRo1rI9kYXjixIlpisluYNnpe+bMGdxwww349ttvM43TqlUrzJw501rUlp3EskuYBwUoQAEKUIACFHCLABeD3TISLm/H8ePHA4/vKV68uOO/xnR599g8ClCAAhSggG0BeQTcnj17rPKy2yBv3ry267IgBeIlwN/l4iXP81KAAhSggNsE+Ltc/EekV69eeOedd6yGyM7dqlWrZtooeTT00KFDrc+WLl1qParZ7rF3717I91dyyC5k2b2b2SGPoi5QoID1kTz6eerUqWmKjRw5Et27d7d+Nn78+MBjp9PHks86d+5s/fiDDz7AAw88YLepYcvx97iwRCxAAQpQgAI+EeDvcZEPNBeDI7fzVc0lS5agXr16vuozO0sBClCAAhQIJ7B48WJcc8014YrxcwrEXYC/y8V9CNgAClCAAhRwoQB/l4vPoAwfPhy9e/e2Tm5nZ3C2bNmQnJyMQoUKOWrwRRddhL///tt6P7GdncGyY1keFZ36uPvuuzF27FjrRzt37sQll1ySaRvks1KlSlmfSZ2Ux0o7anAWhfl7nApFxqAABShAAdME+HucsxHlYrAzL9+W5i+evh16dpwCFKAABUII8BdPpodXBPi7nFdGiu2kAAUoQIFYCvB3uVhqB88lT9mpUKEC5FHODRs2RFJSUoZ3Bq9YsQL169fHyZMnrR2348aNc9zYp59+Gq+88opVb/r06bjxxhszxJD3/8qjoeXxzvIo6quuuipNGfnDT9mVXLhwYWtBOtQhZaRPUkdyS9XB3+NUSTIOBShAAQqYJMDf45yNJheDnXn5tvSWLVtQvnx5q/9ykZUsWdK3Fuw4BShAAQr4W0D+6j/laRmbN29GuXLl/A3C3ntCgL/LeWKY2EgKUIACFIiBAH+XiwGyjVPIu4DvvPNOHDt2DLVq1UKfPn1QsWJFHD58GPPnz7d26B46dAg1a9bEjBkzstyRG+pUEuvWW2/FrFmzkCdPHsjjqZs3b45ixYph06ZNeO+99wIL0bJb+eGHH84QTnYCy3uD5VHW8kjrUIe803jt2rVWWyXP7B5//PFHyKLbt29HgwYN+J2cXVCWowAFKEABYwX4e1zkQ8vF4MjtfFVTfjEtU6aM1Wf5JbR06dKe7L+8C2b9+vXWX3pecMEFnuyDGxtNVz2jQle66hFQH9VvuWrKnKg+ExjRzQKm5K3f7jexyCma6lGmK131COiJ6rd8NWVO1JMNsY26bt06DBs2DKNHj8a5c+fSnLxEiRJ46qmnrPf1RvP9jbxbcMyYMdYO4Y0bN2boYPv27fHkk0/i2muvzbTzcu6jR49an//0008hgaSMbKCQdxDLQrbdQx6DbfcQs5Tdy7ILOVeuXMiXLx/OnDljnVPaKz+T9wyfOHHC2tEsh3wmu5/z58+Ps2fPWjuYU8pKOVmUL1KkiFVWFtGlTfK5jMuBAweserlz57Z2aouHxJUycv+Qw05ZeY/z77//jquvvtoqLzutpe2yUH/q1CkrljwKPHv27NY5pE8FCxa04ksbpFzevHkDZeUz6ZO0XeqnPEZc+iZtlbIy/tKfUGXTG8r45cyZM6RhPL1lTFLecy2G8t+S27LbXo4UQ/FMXVYMxcSptxPDlLIphpmNTSTemeWs5HhKfqfO2ZSyKTkbSX7L+P/yyy8oW7aslaOpvVXkbKj8duKdkoepc1au0dTXgpvuETJOq1evtu5hRYsWzfR+kj6/VXibfo/Yt28f5HebKlWqWPeArAxT7t9ev0fIfGbCOpXdeV9lOS4Gq9Q0OJYp/1iSSWfVqlWoUaNGYCI3eNhi1jW66qGmK131CKiP6rdcNWVOVJ8JjOhmAVPy1m/3m1jkFE31KNOVrnoE9ET1W76aMifqyYbYRZXFuwEDBmDkyJHYvXt3pieWxy33798frVu3jrhhsoD7zDPPYPbs2RkWnFMWzmSHsiwWZ/ZOYllslMWlRo0a4ccffwzZjsaNG2Pu3LnWAqUs6Ng9nCwGy/uLu3TpYoWWPsl7katXr24teH7//ffWY7dl5/Nvv/1m/d9NN91klZW2y4Ko7MKWRbSZM2daC9yyi1l2ScuO5jZt2lhlZWe2LBjWrVvXWmSVR2zL/3/ppZdi27ZtkEd4S1lZtF20aJFVR2KJ09SpU61zXHbZZdixY4f1iG1pgyxIyVjIO5zFSRavpKzsuL788suxa9cuK9YNN9xgLVjKOeQLfykrh7ThyiuvtP5PFpWljbLLW+LI4pIshjRt2tQqK32TRbzKlStj//79Vt+bNGliLRzKYvqff/6JFi1aWGVl17g8/VDaIYvIYipjfeGFF2LDhg2QJ0G1atXKKjtnzhxrAUu+U5TFvO+++w4JCQm4+OKLrUVuKZ+Sq5IHsuAt76uWxchvv/3WerqUnEue2CNtbtu2rRV3wYIFlo/ku+TNN998gzp16lgbcWRDzvLly3HzzTdbeSV/bCDO8gh1OSZPnmz1U0wktjzqXB6HLovh8p5sWQS77rrrrLLTpk2zFuGuuOIK65pbuHAhWrZsaS12rly50lpwT0xMtMrKbnwpJ7v1xXbevHlo1qyZlUOyQ17qy3/L8b///c9amJHYsjgtj32XOPLHBbIhR/og55Hjhx9+sLxkF72Mr/y3tE/y+Ndff7UWtVMe5y5xZMzk6QDSDzlPireUk9jiIoe0T/ohbrLgJe0XT3mP99atW63+tWvXzioreSi5K+Mhi6niIuMkfZD5QdwkX6SfUk4W1lJ25ss7zuV6k6eDye5EGQ/JD7leZJxkAV7yRw4Zx0qVKlmL9Cne119/vfWHFfLdtOSmnEcOyQ95IqeUl2tE8kfyWe5Jcm3KuVLnrPRLFv5kzCQv5TqR3JQFbOmvXEdyuO0ekXKNSa5IbqW/R8j9Qq4XuY/JwXuE/XuEXENyrcg9Lv09Qn4u90S598lrB7x+j5A/KOJisHWJOD64GOyYzJ8V+I8lf447e00BClCAAhkFOCcyK7wowLz14qixzRSgAAUooEOAc6IOVWcxZcFEFghlkU4WuB577DF07drVWhSUhUpZFBw4cKC1wCMLpa+//jp69+7t7CSA9S5gWTiVxQVZwJHFZ1k0kQUtWaD6/PPPMWjQIGuhSRYDZWFQFkdTH7HYGRzuMdGpH4np5Z3B6XeqcmdwZDuxTd/1Z3c3u86dwal3vuvYqerXncF2njSgw9v0ncHpn9Zg+j2CO4Md/zoUqMDF4MjtfFWT/1jy1XCzsxSgAAUoEEKAcyLTw4sCzFsvjhrbTAEKUIACOgQ4J+pQdRbz8ccft94JLIc8wvmee+7JEEB2SMpuQtnZJrvzZKeoLOjaPeQ9v7KzURYgZaFXFpgze9y07KaV3Xry5XmHDh0wYcKENKeIxTuDw/WJORtOiJ9TgAIUoIBfBDgnRj7SXAyO3M5XNU25yOSvDuVRG/LIjpR3ofhqIDV1lq56YOlKVz0C6qP6LVdNmRPVZwIjulnAlLz12/0mFjlFUz3KdKWrHgE9Uf2Wr6bMiXqyQX9UWXSVxxjLo1DlMaHyaN2sDnkUcMojbvv06WPtELZ7vPnmm5A6cnz66ae44447sqwqi8GyK1gWneVxu/K41ZRDHo8sj42VnYJyrYQ6pIw8BlUeTyuPj1V1mJKzfrvXqBr/cHHoGk7I+ec0dW5mpwZd7Sg5L+M3V1PmROcjHX0NLgZHb+iLCKZcZPJoIHkfgbznRN7nwEONAF3VOKaPQle66hFQH9VvuWrKnKg+ExjRzQKm5K3f7jexyCma6lGmK131COiJ6rd8NWVO1JMN+qPKu2Hl3aZy3H777Rg/fnyWJ5XHwMp7QOWQ93LKe0DtHg8++CDef/99q7i8W1Teq5rV0a9fPwwePNj6WN4nKu+/TTnuvvtuyHt65ZDHNad/jHRKOflM3uMph9T5+OOP7TY1bDlTctZv95qwA6uoAF0VQaYKQ1P1phKRrnRVIWDKnKjCwmkMLgY7FfNpeV5kPh14dpsCFKAABTIIcE5kUnhRgHnrxVFjmylAAQpQQIcA50QdqvZjys7b4sWLWxVuu+02672+WR3yXsBChQpZH998882YOnWq7RP16tUL77zzjlV+zZo1qFatWpZ15Z3Fw4YNsz5funQp6tSpEyj7wQcfoEePHtZ/y8K1LGBndshnnTt3tj6SReju3bvbbmu4gszZcEL8nAIUoAAF/CLAOTHykeZicOR2vqppykV26tQp7Nu3DxdddBFy5crlqzHU2Vm66tGlK131CKiP6rdcNWVOVJ8JjOhmAVPy1m/3m1jkFE31KNOVrnoE9ET1W76aMifqyQb9Uc+ePWs9hlkepyw7abdu3YqcOXNmeuJp06ahTZs21mf//ve/MXz4cNsNlHcSy7uJ5Xj33Xfx0EMPZVlXHussi8DZsmXDnj17rO+MUg7ZySxPl5N233DDDfj2228zjSM7l2fOnGk9alqeSJfVDmLbHUhV0JSc9du9JpKxjqQOXSNRC12HpupNJSJd6apCwJQ5UYWF0xhcDHYq5tPyplxk8gz9pKQkJCYm8p3BCnOZrgoxU4WiK131CKiP6rdcNWVOVJ8JjOhmAVPy1m/3m1jkFE31KNOVrnoE9ET1W76aMifqyYbYRJX393722WfWyZ5//nn0798/w4n3799vvS943bp11mey0NqyZctAuTFjxqBr167Wf0t9iZP6+OWXX1ClShXIO4plMXfRokXW/6Y/Uu/8TUhIwIIFCzKUSf2o6AkTJqBDhw5pysjPOnXqZP3snnvugbRN5WFKzvrtXqMyB0LFoqt6aZqqN5WIdKWrCgFT5kQVFk5jcDHYqZhPy5tykclfcp48eRK5c+e2/lqThxoBuqpxTB+FrnTVI6A+qt9y1ZQ5UX0mMKKbBUzJW7/db2KRUzTVo0xXuuoR0BPVb/lqypyoJxtiE1UWauVRzEePHrVOKLt/ZRH18ssvh7wnWN7b+8Ybb2Dbtm3W582bN8esWbPSNC7cYrAUvv/++zF69Girnjyauk+fPmjUqBEKFiyI7du3W499HjdunPV5jhw5rHM0adIkA4KUlfbKrmHZxSyPlZbHVsshu5dlF/Lp06etcyxfvhylS5dWCmlKzvrtXqM0CUIEo6t6aZqqN5WIdKWrCgFT5kQVFk5jcDHYqZhPy/Mi8+nAs9sUoAAFKJBBgHMik8KLAsxbL44a20wBClCAAjoEOCfqUHUeUxZe5R278g7hUEezZs2s9wrLo6VTH3YWg0+cOGEtMn/++echz3HBBRdAdgjLjuWsDtlZfMstt0AeG+c907wAACAASURBVJ3ZIY+F/vrrr3Httdc6xwhTgzmrnJQBKUABClDAowKcEyMfOC4GR27nq5qmXGTyV6cbNmxApUqVkD9/fl+Noc7O0lWPLl3pqkdAfVS/5aopc6L6TGBENwuYkrd+u9/EIqdoqkeZrnTVI6Anqt/y1ZQ5UU82xDbqvn37MGrUKMyYMQNr1661HiEqO29lYVXe4yuLs23btrXe5Zv+sLMYnFJn9uzZ1qObZcexvM9XFokLFSpkfTfUokULdO/e3dZuXlm4fvPNN61F3y1btljhy5cvj3bt2lm7jlO/a1ilpCk567d7jcocCBWLruqlaareVCLSla4qBEyZE1VYOI3BxWCnYj4tb8pFdujQIaxYsQK1atWyHgvEQ40AXdU4po9CV7rqEVAf1W+5asqcqD4TGNHNAqbkrd/uN7HIKZrqUaYrXfUI6Inqt3w1ZU7Ukw2M6kYBU3LWb/eaWOUSXdVL01S9qUSkK11VCJgyJ6qwcBqDi8FOxXxanheZTwee3aYABShAgQwCnBOZFF4UYN56cdTYZgpQgAIU0CHAOVGHKmPqFGDO6tRlbApQgAIU8JIA58TIR4uLwZHb+aomLzJfDTc7SwEKUIACIQQ4JzI9vCjAvPXiqLHNFKAABSigQ4Bzog5VxtQpwJzVqcvYFKAABSjgJQHOiZGPFheDI7fzVU1TLrIDBw5g/vz5aNiwIQoXLuyrMdTZWbrq0aUrXfUIqI/qt1w1ZU5UnwmM6GYBU/LWb/ebWOQUTfUo05WuegT0RPVbvpoyJ+rJBkZ1o4ApOeu3e02scomu6qVpqt5UItKVrioETJkTVVg4jcHFYKdiPi1vykV2/PhxbN++HWXKlEHevHl9Oprqu01X9aYSka501SOgPqrfctWUOVF9JjCimwVMyVu/3W9ikVM01aNMV7rqEdAT1W/5asqcqCcbGNWNAqbkrN/uNbHKJbqql6apelN+z6nH1I+upsyJ+jIi68hcDI6HugfPyYvMg4PGJlOAAhSggBYBzolaWBlUswDzVjMww1OAAhSggGcEOCd6ZqjY0H8EmLNMBQpQgAIUoMB5Ac6JkWcCF4Mjt/NVTVMuslOnTlmPpJBHROfKlctXY6izs3TVo0tXuuoRUB/Vb7lqypyoPhMY0c0CpuSt3+43scgpmupRpitd9Qjoieq3fDVlTtSTDYzqRgFTctZv95pY5RJd1UvTVL2pRKQrXVUImDInqrBwGoOLwU7FfFrelIssOTkZSUlJSExMRJEiRXw6muq7TVf1phKRrnTVI6A+qt9y1ZQ5UX0mMKKbBUzJW7/db2KRUzTVo0xXuuoR0BPVb/lqypyoJxsY1Y0CpuSs3+41scoluqqXpql6U37PqcfUj66mzIn6MiLryFwMjoe6B89pykV25swZHDt2DPny5UOOHDk8OBLubDJd9YwLXemqR0B9VL/lqilzovpMYEQ3C5iSt36738Qip2iqR5mudNUjoCeq3/LVlDlRTzYwqhsFTMlZv91rYpVLdFUvTVP1phKRrnRVIWDKnKjCwmkMLgY7FfNpeV5kPh14dpsCFKAABTIIcE5kUnhRgHnrxVFjmylAAQpQQIcA50QdqoypU4A5q1OXsSlAAQpQwEsCnBMjHy0uBkdu56uaplxksiv4t99+w5VXXmntDuahRoCuahzTR6ErXfUIqI/qt1w1ZU5UnwmM6GYBU/LWb/ebWOQUTfUo05WuegT0RPVbvpoyJ+rJBkZ1o4ApOeu3e02scomu6qVpqt5UItKVrioETJkTVVg4jcHFYKdiPi1vykV28OBBLFu2DHXq1EGhQoV8Oprqu01X9aYSka501SOgPqrfctWUOVF9JjCimwVMyVu/3W9ikVM01aNMV7rqEdAT1W/5asqcqCcbGNWNAqbkrN/uNbHKJbqql6apelN+z6nH1I+upsyJ+jIi68hcDI6HugfPyYvMg4PGJlOAAhSggBYBzolaWBlUswDzVjMww1OAAhSggGcEOCd6ZqjY0H8EmLNMBQpQgAIUoMB5Ac6JkWcCF4Mjt/NVTV5kvhpudpYCFKAABUIIcE5kenhRgHnrxVFjmylAAQpQQIcA50QdqoypU4A5q1OXsSlAAQpQwEsCnBMjHy0uBkdu56uaplxk8piPhQsXIiEhgY+JVpjBdFWImSoUXemqR0B9VL/lqilzovpMYEQ3C5iSt36738Qip2iqR5mudNUjoCeq3/LVlDlRTzYwqhsFTMlZv91rYpVLdFUvTVP1phKRrnRVIWDKnKjCwmkMLgY7FfNpeVMusuPHj2PLli0oV64c8ubN69PRVN9tuqo3lYh0paseAfVR/ZarpsyJ6jOBEd0sYEre+u1+E4ucoqkeZbrSVY+Anqh+y1dT5kQ92cCobhQwJWf9dq+JVS7RVb00TdWb8ntOPaZ+dDVlTtSXEVlH5mJwPNQ9eE5eZB4cNDaZAhSgAAW0CHBO1MLKoJoFmLeagRmeAhSgAAU8I8A50TNDxYb+I8CcZSpQgAIUoAAFzgtwTow8E7gYHLmdr2qacpGdPn0ahw4dQsGCBZEzZ05fjaHOztJVjy5d6apHQH1Uv+WqKXOi+kxgRDcLmJK3frvfxCKnaKpHma501SOgJ6rf8tWUOVFPNjCqGwVMyVm/3WtilUt0VS9NU/WmEpGudFUhYMqcqMLCaQwuBjsV82l5Uy6y5ORkJCUlITExEUWKFPHpaKrvNl3Vm0pEutJVj4D6qH7LVVPmRPWZwIhuFjAlb/12v4lFTtFUjzJd6apHQE9Uv+WrKXOinmxgVDcKmJKzfrvXxCqX6KpemqbqTfk9px5TP7qaMifqy4isI3MxOB7qHjynKRfZmTNncPjwYRQoUAA5cuTw4Ei4s8l01TMudKWrHgH1Uf2Wq6bMieozgRHdLGBK3vrtfhOLnKKpHmW60lWPgJ6ofstXU+ZEPdnAqG4UMCVn/XaviVUu0VW9NE3Vm0pEutJVhYApc6IKC6cxuBjsVMyn5XmR+XTg2W0KUIACFMggwDmRSeFFAeatF0eNbaYABShAAR0CnBN1qDKmTgHmrE5dxqYABShAAS8JcE6MfLS4GBy5na9qmnKRHTt2DJs3b0b58uWRL18+X42hzs7SVY8uXemqR0B9VFfn6u7dwKpVQPHi5/+vWDEgT56oEEyZE6NCYGXPCZiSt66+33guK843mKZ6Bo6udNUjYC/q6bOncfDEQRTKUwg5s+cMW8mt+Xr23FnM3ToXBfMURMHcBa3/LZ6/OHJkj+4pX6bMiWEHlgWMETAlZ916r/F6otBV/QjSVL0p/92hx9Ttrj/9BBw6BFx2GVCmDJA/f/QOpsyJ0Us4j8DFYOdmvqxhykV28OBBLF68GPXq1UOhQoV8OZY6Ok1XHaoAXemqR0B9VFfn6pdfAh06BDt9xRXA779HhWDKnBgVAit7TsCUvHX1/cZzWXG+wTTVM3B0pasegfBRdx/ZjdbjWmPpn0tRt1RdfHPHN7j4gotDVnRrviYfT0bRwUXTtH1bn20oU7hMeIgQJUyZE6NCYGVPCZiSs26913gqGTJpLF3VjyBN1Zvy3x16TN3u2r49MGlSsO8DBwLPPhudhSlzYnQKkdXmYnBkbr6rxYvMd0PODlOAAhQwQ2DECOChh4J9qV8fWLgwqr5xToyKj5XjJMC8jRM8T0sBClAgxgJDFwzFE989ETjr4BaD8WTDJ2PcCjWn235gOy5747I0wfY/tR9F8haJ6gScE6PiY+U4CDBn44DOU1KAAhSgQNQCdesCy5YFw8hXdD16RBeWc2LkflwMjtzOVzV5kflquNlZClCAAuYIDBoEPPdcsD9t2gBTpkTVP86JUfGxcpwEmLdxgudpKUABCsRYoPvU7hi5fGTgrF1rdsXodqNj3Ao1p1u3Zx2qvls1TbBTz56y9ejrUC3gnKhmfBgldgLM2dhZ80wUoAAFKKBO4OKLgT17gvGmTwduvDG6+JwTI/fjYnDkdr6qacpFxsd86ElbutJVj4CeqMxX9a6uNn3kEeCtt4Kdvu8+YNSoqBBMmROjQmBlzwmYkreuvt94LivON5imegaOrnTVIxA+6t2T7sbY1WMDBW+76jZM7DQxZEW35uuiPxah/qj6gbbny5kPR585Gh4hTAlT5sSoIRjAMwKm5Kxb7zWeSYQsGkpX9SNIU/Wm/HeHHlM3ux47lvEdwT//DFRN+3d+jmFMmRMdd1xBBS4GK0D0QwhTLrJjx45h06ZNuPzyy5EvXz4/DF1M+khXPcx0paseAfVRXZ2rnTsD48cHO/3UU8Arr0SFYMqcGBUCK3tOwJS8dfX9xnNZcb7BNNUzcHSlqx6B8FE7TeiECesmBAq2uLwFvrvru5AV3ZqvszbNwvVjrw+0Xd59/Nfjf4VHCFPClDkxaggG8IyAKTnr1nuNZxIhi4bSVf0I0lS9Kf/docfUza6//gpUqpS23wcOAIUKRWdhypwYnUJktbkYHJmb72rxIvPdkLPDFKAABcwQaNEC+P77YF+GDgUeeyyqvnFOjIqPleMkwLyNEzxPSwEKUCDGAm0/a4upv04NnLXepfWwqNuiGLdCzekmrZ+E9l+0DwS7ougV+P2R36MOzjkxakIGiLEAczbG4DwdBShAAQpELTBrFnB98G/6UKQIsH9/1GHBOTFyQy4GR27nq5qmXGRnzpzBkSNHcMEFFyBHjhy+GkOdnaWrHl260lWPgPqors7VGjWA1auDnf74Y+Duu6NCMGVOjAqBlT0nYEreuvp+47msON9gmuoZOLrSVY9A+Kgtx7bEd5uCO4ErF6uM9T3Xh6zo1nz9ZNUnuOfrewJtr3lJTazosSI8QpgSpsyJUUMwgGcETMlZt95rPJMIWTSUrupHkKbqTfnvDj2mbnYdPRq4//5gv+XruZUro3cwZU6MXsJ5BC4GOzfzZQ1TLrLk5GQkJSUhMTERReTPUXgoEaCrEsYMQehKVz0C6qO6OldLlQJ27gx2evp04MYbo0IwZU6MCoGVPSdgSt66+n7juaw432Ca6hk4utJVj0D4qI0/aoy52+YGCpYqWAo7Ht0RsqJb8/Wdxe+g14xegbY3uqwRfuz6Y3iEMCVMmROjhmAAzwiYkrNuvdd4JhGyaChd1Y8gTdWb8t8dekzd7Nq/PzBwYLDfbdoAU6ZE72DKnBi9hPMIXAx2bubLGqZcZKdPn8bBgwdRqFAh5MyZ05djqaPTdNWhCtCVrnoE1Ed1ba6eOwfkyQOcOhXs9JIlQN26USGYMidGhcDKnhMwJW9de7/xXEYEG0xTPYNHV7rqEQgf9doPr8XiHYsDBQvkLoBDTx8KWdGt+Tp43mD0+75foO03XXkTvrnjm/AIYUqYMidGDcEAnhEwJWfdeq/xTCJk0VC6qh9Bmqo3lYh09Zdr167AmDHBPvfsCbz9dvQGpsyJ0Us4j8DFYOdmvqzBi8yXw85OU4ACFPC2QHIyULRo2j5s2QKULRtVvzgnRsXHynESYN7GCZ6npQAFKBBjgRojamD1X6lekSFfvj57Gjmye+81Sf/94b94ce6LAcHbq96O8R3GRy3KOTFqQgaIsQBzNsbgPB0FKEABCkQt0Lw58MMPwTCDBwNPPhl1WL4zOApCLgZHgeenqqb84nn8+HFs3boVZcuWRd68ef00hFr7Slc9vHSlqx4B9VFdm6u//QZUrJi2w0eOAPnzR4VgypwYFQIre07AlLx17f3GcxkRbDBN9QweXemqRyB81EpvV8Kv+35NUzD5qWQUzls4y8puzdfeM3pj+OLhgXZ3q9UNI9uODI8QpoQpc2LUEAzgGQFTctat9xrPJEIWDaWr+hGkqXpTiUhXf7leeSXw++/BPn/2GfCvf0VvYMqcGL2E8whcDHZu5ssaplxkBw4cwMKFC5GQkIDChbP+x7AvBzmKTtM1CrwQVelKVz0C6qO6NlcXLAAaNgx2WBaBZTE4ysOUOTFKBlb3mIApeeva+43H8iF1c2mqZ/DoSlc9AuGjln2jLLYd2Jam4LY+21CmcJksK7s1X++bfB8+WvlRoN196/fFsBuGhUcIU8KUOTFqCAbwjIApOevWe41nEiGLhtJV/QjSVL2pRKSrf1zPnj2/D+PEiWCf588HGjSI3sCUOTF6CecRuBjs3MyXNXiR+XLY2WkKUIAC3haYMgVo1y7Yh8suA7ZujbpPnBOjJmSAOAgwb+OAzlNSgAIUiINAiaElsPvI7jRnXvPQGlS7uFocWhPdKTtO6IiJ6yYGgjzX+DkMaDoguqAAHy8YtSADxFqAv8fFWpznowAFKECBaAT++gu45JK0EbZvB0qXjibq+bqcEyM35GJw5Ha+qsmLzFfDzc5SgAIUMENg1CigW7dgX+rUAZYujbpvnBOjJmSAOAgwb+OAzlNSgAIUiINA4VcK4+CJg2nOPP+++WhQRsFWjBj3p9X/tcLMjTMDZx1y/RA83uDxqFvBOTFqQgaIsQBzNsbgPB0FKEABCkQlsGQJUK9eMETOnPKYcCBHjqjCWpU5J0ZuyMXgyO18VdOUi+zQoUNYtmwZ6tSpg4IFC/pqDHV2lq56dOlKVz0C6qO6NldfeQV4+ulgh1u1AmbMiBrAlDkxaggG8JSAKXnr2vuNp7IhbWNpqmfw6EpXPQLho+Z5IQ9OnjmZpuCMO2egVYVWWVZ2a742HN0QC7YvCLR7ROsR6FG3R3iEMCVMmROjhmAAzwiYkrNuvdd4JhGyaChd1Y8gTdWbSkS6+sd14kSgY8dgf8uVAzZvVtN/U+ZENRrOonAx2JmXb0ubcpEdPXoUv/32G6688krklwfX81AiQFcljBmC0JWuegTUR3Vtrj72GDAs1Xvl7roL+OSTqAFMmROjhmAATwmYkreuvd94KhvSNpamegaPrnTVIxA66tlzZ5FjYMYtF593+BydqnbKsrJb87X6e9WxZveaQLv/79b/w53V74ya1pQ5MWoIBvCMgCk569Z7jWcSIYuG0lX9CNJUvalEpKt/XOWrOPlKLuVo3BhISlLTf1PmRDUazqJwMdiZl29L8yLz7dCz4xSgAAW8K3D33cDYscH2P/oo8NprUfeHc2LUhAwQBwHmbRzQeUoKUIACMRY4duoY8r+U8Y+eR7YZiW61U706I8btivR05d8sjy3JWwLVJ/9rMtpWahtpuEA9zolREzJAjAWYszEG5+koQAEKUCAqgT59gDffDIbo0iXt13PRBOecGLkeF4Mjt/NVTVMusjNnzuDEiRPIkycPcqh4SL2vsiDrztJVTyLQla56BNRHdW2u3ngj8O23wQ6//DLQr1/UAKbMiVFDMICnBEzJW9febzyVDWkbS1M9g0dXuuoRCB11/7H9uPDVCzMUeq3la3g04dEsK7s1X4u9Wgz7ju0LtPuHu39A0/JNo6Y1ZU6MGoIBPCNgSs669V7jmUTIoqF0VT+CNFVvKhHp6h/X9u2BSZOC/f3Pf4AXX1TTf1PmRDUazqJwMdiZl29Lm3KRJScnIykpCYmJiShSpIhvx1N1x+mqWvR8PLrSVY+A+qiuzdW6dYFly4Id/vBD4P77owYwZU6MGoIBPCVgSt669n7jqWxI21ia6hk8utJVj0DoqDsP7USpYaUyFOqf2B/PN3k+y8puzdf07z9e8sAS1C1VN2paU+bEqCEYwDMCpuSsW+81nkmELBpKV/UjSFP1pvyeU4+pW13Tfx03YgTQo4caA1PmRDUazqJwMdiZl29Lm3KRnTp1Cvv370fRokWRK1cu346n6o7TVbXo+Xh0paseAfVRXZurZcsC27YFOzx5MtCWjxZUnwGM6AUB/i7nhVGKTxtdew+PD4eys9JVGWWaQHQN7bp5/2ZcPvzyDIX61u+LYTcMy7KyG11PnjkJWQxOffzS8xdUKlYp6uQyZU6MGoIBPCNgSs668V7jmSQI0VC6qh9Fmqo35fecekzd6nrxxcCePcE+z5gBtGqlxsCUOVGNhrMoXAx25uXb0rzIfDv07DgFKEAB7wrkzw8cOxZs/4IFQEJC1P3hnBg1IQPEQYB5Gwd0npICFKBAjAXW71mPKu9WyXDW+2reh1HtRsW4NdGdbt/RfSg2pFiaIDse3YFSBTPufHZ6Js6JTsVYPt4CzNl4jwDPTwEKUIACdgXkazj5Oi71sXYtUCXjr6h2Q6YpxzkxIjarEheDI7fzVU1TLrLjx49D+lK6dGnkzZvXV2Oos7N01aNLV7rqEVAf1ZW5euQIUKBA2s7+9htQoULUAKbMiVFDMICnBEzJW1febzyVCRkbS1M9A0hXuuoRCB11xc4VqP1B7QyFOlTpgAkdJ2RZ2Y35uiV5C8q/WT5Nmw/2O4iCeQpGTWvKnBg1BAN4RsCUnHXjvcYzSRCioXRVP4o0VW8qEenqD9cNG4DKldP29eBBoGD0v8JZQU2ZE/VkQ+ioXAyOh7oHz2nKRXbgwAHMmzcP1113HQoXLuzBkXBnk+mqZ1zoSlc9AuqjujJXt2wByqf9AhHJyYCCe78pc6L6TGBENwuYkreuvN+4eeBttI2mNpAiKELXCNBsVKFraKSF2xeiwegGGQq1vKIlZnaZmWVlN7qu+WsNqo+onqbNZ547g+zZstvIlNBFTJkTo4ZgAM8ImJKzbrzXeCYJQjSUrupHkabqTSUiXf3h+t13QMuWwb4WLQr8/be6vpsyJ6oTsR+Ji8H2rXxdkheZr4efnacABSjgPYElS4B69YLtlvfEnzgBZMsWdV84J0ZNyABxEGDexgGdp6QABSgQY4HZm2ej2SfNMpy1fun6WHj/whi3JrrTLdi+AA1HNwwEKZC7AA49fSi6oP/U5pyohJFBYijAnI0hNk9FAQpQgAJRCYwaBXTrFgxRowawcmVUIdNU5pwYuSUXgyO381VNXmS+Gm52lgIUoID3BaZPB1q3DvajVClgxw4l/eKcqISRQWIswLyNMThPRwEKUCAOAjN+m4Gbxt2U4cxVilfB2ofXxqFFkZ9y5u8z0erTVoEAJQuUxJ+P/Rl5wFQ1OScqYWSQGAowZ2OIzVNRgAIUoEBUAv37AwMHBkO0aQNMmRJVyDSVOSdGbsnF4MjtfFXTlIvs0KFDWLlyJWrWrImCqh5U76tMyLyzdNWTBHSlqx4B9VFdmasffwzce2+wswr/FNGUOVF9JjCimwVMyVtX3m/cPPA22kZTG0gRFKFrBGg2qtA1NNKk9ZPQ/ov2GQqVLlQa2/tuz7KyG10nrpuIjhM6Btpc8aKK2NBrg40sCV/ElDkxfE9ZwhQBU3LWjfcaE3KErupHkabqTSUiXf3h2rUrMGZMsK89ewJvv62u76bMiepE7EfiYrB9K1+XNOUiO3r0KH755RdUrlwZ+fPn9/WYquw8XVVqBmPRla56BNRHdWWuDh0KPPFEsLMtWgDy4hIFhylzogIKhvCQgCl568r7jYfyILOm0lTPANKVrnoEQkf9bM1nuOOrOzIUKpSnEA70O5BlZTfm60crPsJ9U+4LtLlOyTpY2n2pElZT5kQlGAziCQFTctaN9xpPJECYRtJV/SjSVL2pRKSrP1ybNwd++CHY11dfTfv1XLQKpsyJ0TpEUp+LwZGo+bAOLzIfDjq7TAEKUMDLAv36AYMHB3vQuTMwbpySHnFOVMLIIDEWYN7GGJynowAFKBAHgfQLqClNyIZsOP3caWTPlj0OrYrslG8teguPfPtIoHKTck0w+57ZkQVLV4tzohJGBomhAHM2htg8FQUoQAEKRCVw5ZXA778HQ4wfD9x+e1Qh01TmnBi5JReDI7fzVU1TLrKzZ8/i1KlTyJUrF7Jn984/hN2ebHTVM0J0paseAfVRXZmr998PjB4d7Oy//w0MH66k86bMiUowGMQzAqbkrSvvN57JgswbSlM9A0hXuuoRCB31vSXv4eHpD2daSHYGyw7hzA435utLc1/CMz88E2hum4ptMKWzmhfOmTInxiPHeM74CJiSs26818RnRNWela5qPSUaTdWb0lWPqdtcz54F8uUDTp4M9nfBAiAhQV3/TZkT1YnYj8TFYPtWvi5pykWWnJyMpKQkJCYmokiRIr4eU5Wdp6tKzWAsutJVj4D6qK7M1bZtgalTg50dOBB49lklnTdlTlSCwSCeETAlb115v/FMFmTeUJrqGUC60lWPQOiory98HY/+79FMC8k7g+XdwZkdbszXp2c9jVfmvxJo7h1X34FP23+qhNWUOVEJBoN4QsCUnHXjvcYTCRCmkXRVP4o0VW8qEelqvuuuXUDJkmn7+ccfwKWXquu7KXOiOhH7kbgYbN/K1yVNuchkV/DevXtRrFgxa3cwDzUCdFXjmD4KXemqR0B9VFfmqvzZ4U8/BTv73nvAgw8q6bwpc6ISDAbxjIApeevK+41nsiDzhtJUzwDSla56BEJHfXnuy/jPD//JtNDah9eiSvEqmX7mxnztNb0X3lnyTqC9Per0wIibRyhhNWVOVILBIJ4QMCVn3Xiv8UQChGkkXdWPIk3Vm0pEuprvungxcO21wX7mzAkcPw7kyKGu76bMiepE7EfiYrB9K1+X5EXm6+Fn5ylAAQp4T6BCBWDjxmC7J04EbrtNST84JyphZJAYCzBvYwzO01GAAhSIg0D/2f0x8MeBmZ554f0LUb90/Ti0KrJT3vP1Pfhk1SeByo8nPI4hLYdEFixdLc6JShgZJIYCzNkYYvNUFKAABSgQsYB89daxY7B6uXLA5s0Rh8u0IufEyD25GBy5na9qmnKRnThxAjt37kTJkiWRJ08eX42hzs7SVY8uXemqR0B9VFfmauHCwMGDwc4mJQGNGyvpvClzohIMBvGMgCl568r7jWeyIPOG0lTPANKVrnoEQkd96run8OqCVzMtNLPLTLS8omWmn7kxX9t/3h6TfpkUaO+AJgPwXOJzSlhNmROVYDCIJwRMyVk33ms8kQBhGklX9aNIU/WmEpGu5rsOY7u/lAAAIABJREFUGwY89liwn/I1nHwdp/IwZU5UaWI3FheD7Ur5vJwpF5m8m+DHH39E48aN+c5ghTlNV4WYqULRla56BNRHdV2unjgB5M2btqPr1gFXXaWk86bMiUowGMQzAqbkrevuN57JgKwbSlM9g0hXuuoRCB2194zeGL54eKaFJnScgA5VOmT6mRvz9fqx12PWplmB9r7W8jU8mpD5+5CdWpsyJzrtN8t7V8CUnHXjvca7WRFsOV3VjyJN1ZtKRLqa79qnD/Dmm8F+3nUX8EnwQS9KAEyZE5VgOAzCxWCHYH4tzovMryPPflOAAhTwoMCOHUDp0mkbvmcPUKyYks5wTlTCyCAxFmDexhicp6MABSgQB4EeU3vgg+UfZHrmUW1H4b5a98WhVZGdsv6H9bFox6JA5Q9u/gAP1HkgsmDpanFOVMLIIDEUYM7GEJunogAFKECBiAXatwcmBR/sgmeeAV54IeJwmVbknBi5JxeDI7fzVU1eZL4abnaWAhSggLcFVq4EatUK9iF7duDUKUD+V8HBOVEBIkPEXIB5G3NynpACFKBAzAXSv2c3dQNev+F19KnfJ+ZtivSEVd+tinV71gWqf3bbZ/hXtX9FGi5NPc6JShgZJIYCzNkYYvNUFKAABSgQsUCdOsDy5cHq778PdO8ecbhMK3JOjNyTi8GR2/mqpikX2eHDh7F69WpUr14dBQoU8NUY6uwsXfXo0pWuegTUR3Vdrn73HdAy1TvxihcHdu9W1nFT5kRlIAzkCQFT8tZ19xtPjH7oRtJUzyDSla56BEJHvX3i7fhi7ReZFgr1zl035utlr1+G7Qe3B/oyrfM0tK7YWgmrKXOiEgwG8YSAKTnrxnuNJxIgTCPpqn4UaareVCLS1XxX+fpt795gP2fMAFq1UttvU+ZEtSr2onEx2J6T70uZcpEdOXIE69atQ5UqVXDBBRf4flxVAdBVlWTaOHSlqx4B9VFdl6vjxgF33hnsaJUqwNq1yjpuypyoDISBPCFgSt667n7jidEP3Uia6hlEutJVj0DoqLeMvwWTN0zOtNCj9R/Faze8lulnbszXooOLIvl4cqC9SfcmoXHZxkpYTZkTlWAwiCcETMlZN95rPJEAYRpJV/WjSFP1phKRrma7Hj0KpF9uka/i5Cs5lYcpc6JKE7uxuBhsV8rn5XiR+TwB2H0KUIACXhJ4802gT6rHICYmAnPmKOsB50RllAwUQwHmbQyxeSoKUIACcRJo9X+tMHPjzEzP3q1WN4xsOzJOLXN22nPnziHXoFw4c+5MoOLy7stRq2Sq14A4C5mmNOfEKPBYNS4CzNm4sPOkFKAABSjgQGDDBqBy5bQVDh0CVD+clXOig0FJV5SLwZHb+aqmKReZ/KPyzJkzyJEjB7Jly+arMdTZWbrq0aUrXfUIqI/qulz973+BF18MdrRDB2DCBGUdN2VOVAbCQJ4QMCVvXXe/8cToh24kTfUMIl3pqkcgdNQmY5ogaWtSpoU6Ve2Ezzt8nulnbsvXY6eOIf9L+dO09bd//4YKF1ZQwmrKnKgEg0E8IWBKzrrtXuOJwbfRSLraQHJYhKYOwWwWp6tNKIfF3OKa/o1tF14I7NvnsDM2ipsyJ9roqvIiXAxWTmpmQFMusuTkZCQlJSExMRFFihQxc7Di0Cu66kGnK131CKiP6rpc7dED+OCDYEcfegh4911lHTdlTlQGwkCeEDAlb113v/HE6IduJE31DCJd6apHIHTU+h/Wx6IdizIt1KpCK8y4c0amn7ktX3cf2Y0SQ0ukaeuux3ahRIG0P4vU2JQ5MdL+s573BEzJWbfda7yXCZm3mK7qR5Km6k0lIl3Ndh01CujWLdjHmjWBFSvU99mUOVG9TPiIXAwOb8QSAEy5yE6ePIndu3fj4osvRu7cuTm2igToqggyXRi60lWPgPqorsvV9u2BSZOCHX3uOWDAAGUdN2VOVAbCQJ4QMCVvXXe/8cToh24kTfUMIl3pqkcgdNSaI2pi1V+rMi3UoEwDzL9vfqafuS1fN/69ERXeSrsL+Mh/jiB/rrS7hSM1NmVOjLT/rOc9AVNy1m33Gu9lQuYtpqv6kaSpelOJSFezXfv3BwYODPaxbVtg8mT1fTZlTlQvEz4iF4PDG7GEQYvBHEwKUIACFPCBQOPGwNy5wY6+9RbQq5eyjvMXT2WUDBRDAeZtDLF5KgpQgAJxEqj8dmVs2Lch07NXu7ga1jy0Jk4tc3balbtWotb7wfcDZ8+WHaefPa3sVU+cE52NB0vHX4A5G/8xYAsoQAEKUCC0QNeuwJgxwTLyNZx8Haf64JwYuSgXgyO381VNUy4y+Qukv/76CyVKlODOYIUZTFeFmKlC0ZWuegTUR3Vdrl51FfDLL8GOfvYZ8K9/Keu4KXOiMhAG8oSAKXnruvuNJ0Y/dCNpqmcQ6UpXPQKho5Z7oxy2HtiaaaHLCl+GrX0y/8xt+Tp361w0HtM40I/CeQojuV+yMlJT5kRlIAzkegFTctZt9xrXD7zNBtLVJpSDYjR1gOWgKF0dYDko6hbXZs2A2bODDX/1VeCJJxx0xGZRU+ZEm91VWoyLwUo5zQ1mykXGdxPoyVG60lWPgJ6ozFf1rq4zLVYM2Lcv2NFZs4DmzZV13JQ5URkIA3lCwJS8dd39xhOjH7qRNNUziHSlqx6B0FEvGXoJ/jryV6aFiuQtgv1P7c/0M7fl6/TfpqP1uNaBtpYuVBrb+25XRmrKnKgMhIFcL2BKzrrtXuP6gbfZQLrahHJQjKYOsBwUpasDLAdF3eJaoQKwcWOw4ePHA7ff7qAjNouaMifa7K7SYlwMVsppbjBTLrJz587h7NmzyJ49u7JHTJk76vZ7Rlf7Vk5K0tWJlv2ydLVvZbekq0zPnAFy5QLOnQs2f9UqoHp1u90JW86UOTFsR1nAKAFT8tZV9xtDMoSmegaSrnTVIxA6apFXiuDAiQOZFgr1qGW35esXa7/A7ROD3x5eVewqrOu5ThmpKXOiMhAGcr2AKTnrtnuN6wfeZgPpahPKQTGaOsByUJSuDrAcFHWD69mzQL588l7oYMMXLAASEhx0xGZRU+ZEm91VWoyLwUo5zQ3Gi8zcsWXPKEABChglsHs3UKJE2i79+SdQsqSybnJOVEbJQDEUYN7GEJunogAFKBAngbwv5MWJMyeyPPuhpw+hQO4CcWqd/dOOWj4K3aZ2C1Sod2k9LOq2yH6AMCU5JyqjZKAYCTBnYwTN01CAAhSgQEQCu3Zl/Nptxw6gVKmIwoWsxDkxclMuBkdu56uaplxkR44cwdq1a1G1alVccMEFvhpDnZ2lqx5dutJVj4D6qK7K1bVrgWrV0nZS/jRRdgsrOkyZExVxMIxHBEzJW1fdbzwy9uGaSdNwQpF9TtfI3MLVomvWQrIrJPvA7CEJdzy6A6UKZvxWzm2ub/z0BvrO7BvoS/PyzTHr7lnh0sP256bMibY7zIKeFzAlZ912r/F8YvzTAbqqH0maqjeViHQ113XxYuDaa4P9k6/gjh8Hsof+1TQiEFPmxIg6H2UlLgZHCeiX6qZcZIcPH8bPP/+MatWqoUAB9/9FtFfyi656RoqudNUjoD6qq3J1zhygadNgJ4sUAfZn/n68SCVMmRMj7T/reVPAlLx11f3Gm6mQodU01TOQdKWrHoGsox4/fRz5XswX8rTre65H5WKVXX8fGJQ0CM/NeS7Qzlsq34JJt09SRmrKnKgMhIFcL2BKznJu1JNqdFXvSlP1phKRrua6TpwIdOwY7F/58sCmTXr6a8qcqEcndFQuBsdD3YPn5EXmwUFjkylAAQr4UWDCBKBTp2DPr7wS+PVXpRKcE5VyMliMBJi3MYLmaShAAQrESSD5eDKKDi4a8uzyqGV55LLbjye/exJDFgwJNPOu6nfhk1s/UdZszonKKBkoRgLM2RhB8zQUoAAFKBCRwLBhwGOPBasmJgKyV0PHwTkxclUuBqezmzFjBm666abAT/v374/nn38+cuF0NdevX4/Ro0dj5syZ2L59O44fP44SJUqgQoUKaNasGe644w6UK1cu5PnGjx+Pjz76CKtXr8b+/ftxySWXoFGjRujZsyfq16+vrK2pA/Ei08LKoBSgAAUooFrg3XeBnj2DURs0AObPV3oWzolKORksRgLM2xhB8zQUoAAF4iSw6/AulHytZJqz58yeE6fPng787Lu7vkOLy1vEqYX2T/vQtIcwYtmIQIWH6z6Md1q/Yz9AmJKcE5VRMlCMBJizMYLmaShAAQpQICKB3r2B4cODVe+6C/hE3d/xpWkT58SIhsiqxMXgVHby3Hp5l+zWrVsDP1W1GCzv73n22WcxePBgnD4d/MdY+qF7/fXX0adPn0xHVBaOO3bsiGnTpmX6efbs2a2FazmP6sOUiyw5ORlJSUlITExEEXl0KA8lAnRVwpghCF3pqkdAfVRX5eqAAUDqP+Jq1w74+mulnTZlTlSKwmCuFzAlb111v3H9qNtrIE3tOTktRVenYvbK0zVrpy3JW1D+zfJpCsj7gf889GfgZ192+hLtr2rv+n93dPmqCz5d82mgnU81fAqvtHjFXpLYKGXKnGijqyxiiIApOct7uJ6EpKt6V5qqN5WIdDXX9dZb03719swzwAsv6OmvKXOiHp3QUbkYnMrn0UcfhSzGXnzxxdi9e7f1iarF4AceeAAffvihFbNGjRq4//77rf/Nly+ftUN43bp1mDhxIrp27Yre8qcUmRx33nknxo0bZ33StGlTq1ypUqWwZs0avPTSS9i4caP12ciRI9GtWzel+WTKRXbixAns2rXL2k2dJ08epUZ+DkZXPaNPV7rqEVAf1VW52qsX8E6qnSMyH44cqbTTpsyJSlEYzPUCpuStq+43rh91ew2kqT0np6Xo6lTMXnm6Zu30y95fcNU7V6UpUKNEDaz6a1XgZx+1+wj31rw3QxC3ubYb3w5TNkwJtHNQ00H4b+P/2ksSG6VMmRNtdJVFDBEwJWfddq8xJD1AV/UjSVP1phKRrua61qkDLF8e7N8HHwAPPKCnv6bMiXp0QkflYvA/PsuXL0e9evWQM2dOvPXWW+jevbv1iYrFYHkstCz+yiG7fl977TXILt7MjpMnTyJ37twZPpLdrE2aNLF+3qZNG0yaNAk5cuQIlNu7dy/q1KmDbdu2oWjRoti0aZPSna+8yOJxefKcFKAABSjgWOD224EvvghWe/pp4KWXHIcJVYFzolJOBouRAPM2RtA8DQUoQIE4CazctRK13q8VOLs8IrrRZY0we8vswM/euOEN9K6f+R+fx6nZmZ622cfNtLabc6KbRpttsSPAnLWjxDIUoAAFKBAvgeLFgb17g2f/9lvghhv0tIZzYuSuXAwGcObMGWshWBaEBwwYgMaNG1s7b+WIdjH40KFDKFu2rPVuX1nMnT07+A8xJ8PWunVrTJ8+3VoA3rJlC0qXLp2hurxLuHPnztbPhw4disdSv7XbyckyKWvKRSaL7bJwXqxYsUwX3aNk8m11uuoZerrSVY+A+qiuytVmzYDUc+2wYUDfvko7bcqcqBSFwVwvYEreuup+4/pRt9dAmtpzclqKrk7F7JWna9ZOP/3xExJGJQQKFMhdAM3LN8fkDZMDPxvYZCCeTcz4Wim3uV4z8hos/XNpoN2j2o7CfbXus5ckNkqZMifa6CqLGCJgSs667V5jSHqArupHkqbqTSUiXc10PXoUuOCCtH1btw64Ku0Da5R13pQ5URmIg0BcDP5n4fSJJ55AxYoVsXr1aixcuFDZYvCIESPw0EMPWUMyZ84c6121To/Dhw9bi5fyKIVWrVphxowZmYaQG2rx4sVx8OBBNGjQAPPnz3d6qizLm3KR8d0EylIiTSC60lWPgJ6ozFf1rq4yvfpq4Oefg50cOxbo0kVpp02ZE5WiMJjrBUzJW1fdb1w/6vYaSFN7Tk5L0dWpmL3ydM3aac6WOWj68fk/apejWP5iuLHCjRi7emzgZ48nPI4hLYdkCOI218pvV8aGfRsC7fyiwxfoWLWjvSSxUcqUOdFGV1nEEAFTctZt9xpD0oPvYdUwkMxVDah8Z7AeVBe4btgAVK6ctnuHDgEFCujpsilzoh6d0FF9vxgsu2yrVq2Ko0ePYtasWWjevLm1aKtqZ7DE++GHH6z3EP/111/WaJw7d876/48cOYISJUqgQJgrQ+pLHDlefvll9OvXL8tRveGGG/C///3Pety19ClXrlxK8sqUi+zs2bM4ffq05ZPVo7qVgPksCF31DDhd6apHQH1UV+XqJZcA/8y3Vk81PJvGlDlRfSYwopsFTMlbV91v3DzgDtpGUwdYDorS1QGWg6J0zRrr29+/xY2f3hgoULpQadxS6Ra8veTtwM+61+6O99u8nyGI21wvHXYp/jz0Z6CdM+6cgVYVWjnIlNBFTZkTlYEwkOsFTMlZt91rXD/wNhtIV5tQDorR1AGWg6J0dYDloGi8Xb/7DmjZMtjgCy8E9u1z0AGHRU2ZEx12W0lx3y8G33jjjfj2229x55134v/+7/8sVFWLwXIhFilSBPKo6LZt22LChAnWYu7777+PnTt3WufKli0bateujd69e6NLly7Wf6c/3nnnHfTq1cv6sbwr+JZbbsly8CXO8OHDrc/Xrl2LKlWqKEkUXmRKGBmEAhSgAAV0Cpw7B8gfQZ05EzzLsmVA7dpKz8o5USkng8VIgHkbI2iehgIUoECcBL7+5Wvc+vmtgbNXuLACOlXphJfmvRT42b+q/Quf3fZZnFpo/7SFXi6EQycPBSrM6zoPDS9raD9AmJKcE5VRMlCMBJizMYLmaShAAQpQwLHAhx8CDzwQrFazJrBiheMwtitwTrRNlaGgrxeDx40bZy0Cy4LtL7/8Yu3SlUPVYvDWrVtRrlw5K2a3bt2wZs0aLFq0KMvR6tSpEz799FNr12rqQ3YCDx482PrRkiVLULdu3SxjyLuC5ZHXcsgit+wUtnPIRRTqkMVrea+yHNu3b8/0ncV2zhPvMrIbW8a6cuXKuCD9w+zj3TgPn5+uegaPrnTVI6A+qmtydf9+QP4EMfWxbRtQpozSTvMXT6WcDBYjAVPy1jX3mxiNWyxOQ1M9ynSlqx6BrKOO/3k8On/ZOVCg2sXV0OXqLuj3ffDJYjddeRO+ueObDEHclK/yJLUcA3PgHM4F2rnqwVWoXqK6MlJT5kRlIAzkegFTctZN9xrXD7qDBtLVAZbNojS1CeWwGF0dgtksHm/X554DBg0KNrZtW2DyZJuNj6CYKXNiBF2PuopvF4P//vtvXHXVVdi9ezfee+89PPjggwFMVYvBK1assHb9ypEnTx7rnb9yziFDhgTeHSznevzxx7FBHq4O4KmnnsIrr7ySZmB79uyJd9991/rZ+vXrrYXMrA7py8MPP2x9PHHiRNx22222kiSzHclZVVy3bp3VDznk/cTyKOp8+fLhzJkz1i5oWWSVnx0/ftzqc+HCha2y8lmOHDmQP39+yK5pqZtSVsodO3bMWpiXQ96TLG2Sz+UfgwcOHLDq5c6d23rZvDwCW+JKGbnhyWGn7J49eyDtr1OnjvV4bnkHhLRdxufUqVNWrEKFClmPkJZzSJ8KFixoxZc2SLm8efMGyspn0idpu9SXuiku0lYpK4+llv6EKpveUNomfxQQyjCe3jImKY83F0MZT3GVR67LmKQYimfqsmIoJk69nRimlE0xzGxsIvHOLGdlfFLyO3XOppRNydlI81v8li1bZl1v8qh5OVTlbKj8duKdkoepc1au0dTXgtvuEfLHLb///rt1f5brNP39JH1+8x4R/p68d+9ebNy4EbVq1bLuAVkZpty/td0jdu5EjvRPxDh6FAdPnQrMVSruETKflflngdnLfyBl6xcEFjJGwJR/MMl8u3LlStSsWTPsq1aMGTzNHaGpHmC60lWPQNZRx6wcg66TuwYK1C1VF/fVvA8PTz///YAc1112HeZ2nZshiJvy9fDJwyj48vl/g6ccmx7ZhPJFyysjNWVOVAbCQK4XMCVn3XSvcf2gO2ggXR1g2SxKU5tQDovR1SGYzeLxdr33XuDjj4ON/fe/gX8eXGuzB86KmTInOuu1mtK+XQy+77778NFHH+Haa6/FggUL0rw/VtVi8Lx589CoUaPASMkXx/Ll1YXpdi3Jl+g1atTAn3/+aS1MbNq0CZdeemmg3v3334/Ro0db/y1ftl9++eVZjr6Uk/JyjB071nr0tJ3DyWJw6rizZ8/GRRddhOrVq1sLnt9//z0aNmyIYsWK4bfffrP+76abbrKa8OOPP1oLorJYIItoM2fOtPwvueQSq8/yWOs2bdpYZefPn28tGMouaFlknT59uvX/i8u2bdsgC+1SVhZtU3ZbSyxZhJs6dap1jssuuww7duzA0qVLrTbIgpT8/7IwJ22UQ8rKAqaY7tq1y4olu6llwVLOIV/4N27c2Corbbjyyiut/5MxkzbKu5xlEWz16tXYt29f4F3T0reyZctaC/f79++3+t6kSRNr4VAWTWWsW7RoYcWVd1WXLFnSaocskIup5I3kifyRwObNm9Gq1fn3I0luFi1a1MoXWcD67rvvkJCQYC0UyuKWlG/durVVdu7cudYCuSx4SZ9lp7js7pZzybuypc3y+HI55BoQn2uuucZavP7mm2+sBfPSpUtbO8GXL1+Om2++2Vr4Xrx4seVcv359q+7kyZOtL2Slv9Iv2b0uj1+XXJaFTFmMve6666yy06ZNsxY2r7jiCusPMRYuXIiWLVtaC/JybchicWJiolV2xowZVrmKFStatnI9NWvWzMqhn3/+2aov/y2HvCdbri+JLYulSUlJVhz54wL5Awrpg5xHjpR3eFerVs0aX/lvaZ/k8a+//mpdY9J+OSSOjJn0T/oh50nxlnISW1zkkPZJP8RNFryk/eJZqlQpyFMCpH/t2rWzyv70009W7sp4yGKquMg4SR9kQhM3GUf5gwDxlGugQYMGVt0pU6ZY15s8dUAWNWU8JD/kepFxkgXklPuOjGOlSpVQoUKFgPf1119v/WHFqlWrrNyUvJRD8qN8+fJWefljGckfeXe6LNrJtSnnSp2z0i95DL2MmeSlXCeSm7LzXvqb8lQC3iN4j4jlPeL6/PmRP/WLSuQJEIcPK79HXH311VwMtu4cPLwkwH8weWm02FYKUIACzgVGLB2Bh755KFBRFn4frPMgukwKficgu2tll62bj52HdqLUsFJpmrjniT0olr+YsmZzTlRGyUAxEmDOxgiap6EABShAAccC8vX87NnBakOGAI8/7jiM7QqcE21TZSjo6sVgWZSSBapoD1n0vVf+ROGfI2WxVxa2ZHFQFnpSH6oWgyW2LAalHCNGjECPHj0y7U7q9wLLO3//LX9C8c8Ri53BTh4T7eWdwel3qqraZen3ncEpOye17/oLsRM7Zfepil1/dnez694ZnLLzXcdOVT/vDA73pAEd3rxHnH8Cg/Z7xA8/IEfqJ2LIqxo2b07zFAsV9wjuDI72NzPWj4cA/8EUD3WekwIUoEDsBN746Q30ndk3cMIWl7fAI/UeQdvx5/8AWI5yRcphc+/NsWtUBGf6dd+vqPR2pTQ1jz9zHHly5okgWuZVOCcqo2SgGAkwZ2MEzdNQgAIUoIBjgQoVZANjsNrnnwOdOjkOY7sC50TbVBkK+m4xWHZIyq462QHYt29fDBs2LAOKqsVg2aWZ+pHOsltOdqtmdsiuTtlxKsddd92FTz75JFAsFu8MDpdCplxksggkOx5l52TKgl+4vvPz8AJ0DW8USQm6RqIWvg5dwxs5LeEa05Ejge7dg82XP8havNhpd8KWN2VODNtRFjBKwJS8dc39xqDsoKmewaQrXfUIZB31lXmv4Onvnw4UuLnizXg84XE0+fj8k4DkKJq3KP5+6u8MQdyUr8v+XIa6I+sG2pgrey6cfPakUk5T5kSlKAzmagFTctZN9xpXD7jDxtHVIZiN4jS1gRRBEbpGgGajSjxdz54F8uUDTqb6VW3hQuCfB4raaL3zIqbMic57Hn0NVy8GS/fkkaPRHvJY3JSFv88++wx33HGH9fhVeb9uyntPU59Ddr4O+uet1/LO3Q4dOlgfy2OI5TGqdg/ZhSqPtJVdZnLIbiTZjZzZIYvU8mhiOeTxqvLI1pTj7bffDuwUnjRpEm655ZYsm9C7d2/IzmI55NGu8hhXFYcpF5k4S1/k8ceyS42HGgG6qnFMH4WudNUjoD6qa3L1pZeAZ54JdlBeU/DNN8o7bMqcqByGAV0tYEreuuZ+4+rRdtY4mjrzsluarnalnJWja9Zez895HgOSBgQKdKjSAf+57j+o/UHtwM9yZMuBU8+eQvrXRLnJNWlLUpoF7AvzXYh9T+5zlihhSpsyJypFYTBXC5iSs26617h6wB02jq4OwWwUp6kNpAiK0DUCNBtV4um6axdQsmTaRu7YAZRK+8YPG72wX8SUOdF+j9WVdP1isLquno80ZswYdO3aNaKw6R83bSeILB7L+1nlkMdjZvXYa3lkq7zfVQ55V6i8QzTlkHeayrtp5Xj55ZchO4WzOmQhWd5rKovdshgt721VcfAiU6HIGBSgAAUooFWgb1/gjTeCp7jnHpn4lZ+Sc6JyUgaMgQDzNgbIPAUFKECBOAr0m9UPg+cPDrSgS/UuGNBkAK4YfkWaVh35zxHkz5U/ji0Nfeppv05Dm8/aBAqVLVwWW/qc/05F1cE5UZUk48RKgDkbK2mehwIUoAAFnAgsWpR2F7C88fX4cSB7didRnJXlnOjMK3VpLgY7sItkMfiee+4JPPJ5/fr1aR4bnfrUa9assR5fLUf37t3x/vvvBz6WdxMWK1bMWkxu1aoVZsyYkWmr5fPixYtb70ZMSEjAggULHPQudFFTLrJTp05h//79KFq0qJL3USsD9ngguuoZQLrSVY+aPwUZAAAgAElEQVSA+qiuydUuXYBPPw128PHHgSFDlHfYlDlROQwDulrAlLx1zf3G1aPtrHE0deZltzRd7Uo5K0fXrL36fNsHby56M1CgW61ueLnFyyg+pHiaSjsf24lLClyS5mducv1szWe446s7Au2rdnE1rHlojbNECVPalDlRKQqDuVrAlJx1073G1QPusHF0dQhmozhNbSBFUISuEaDZqBJP1wkT0r4fWB6qu2mTjUZHUcSUOTEKgoir+m4x2I6UqncGy7mmTJmCdu3aWad98cUX8Z///CfTJgwYMADPP/+89dnYsWPRRb7QTnXcdNNN1iKw7PjdvHmz9Zjj9Mf48ePRuXNn68evvvoqnnjiCTvdtVXGlIssOTkZSUlJSExMRJEiRWz1nYXCC9A1vFEkJegaiVr4OnQNb+S0hGtMb7gB+N//gs0fPBh48kmn3Qlb3pQ5MWxHWcAoAVPy1jX3G4Oyg6Z6BpOudNUjkHXUh6Y9hBHLRgQK9LqmF4a2HIq8L55/HVXKsaHXBlS8qGKan7kpXz9Y9gF6TOsRaF9C6QQsuF/dH7pLYFPmxFjnGM8XPwFTctZN95r4jab6M9OVpuoF9ERkrprn+tprgOzDSDmaNAFmz9bTz5SopsyJepUyj87F4Exc7C4Gy+OfU94hLIuLUi/9cfbsWdSoUQM///wzChUqhMWLF6NSpUppismO4Xr16uHw4cPWzl6Jmz9/2sc2pX5UdNu2bfHVV1+lef/w3r17UadOHWzbts1a5Ny0aZO1+1XVYcpFJuMhz9GX9wVn1/m8AlXwHolDVz0DRVe66hFQH9U1uVq7NrBiRbCDo0cDEb4aIpSSKXOi+kxgRDcLmJK3rrnfuHmwHbaNpg7BbBanq00oh8XomjVY18ldMWZl8PUYjyc8jiEthyDvC3lx4syJQMUlDyxB3VJ10wRyk+trC17D498Fv1VseUVLzOwy02GmhC5uypyoFIXBXC1gSs666V7j6gF32Di6OgSzUZymNpAiKELXCNBsVImna+/ewPDhwUbefTfw8cc2Gh1FEVPmxCgIIq7KxeBM6FQuBkv4efPmWe/8lcc4X3jhhXjqqaesnannzp2zdqkOHjzYenSxHLK79/bbb890QGXXr3wuR9OmTdGnTx+UKlUK8ohp2XW8ceNG67MRI0agR4/gX9JGnB2pKvIiU6HIGBSgAAUooFWgTBnZ6hE8xdSpwM03Kz8l50TlpAwYAwHmbQyQeQoKUIACcRTo/GVnjP/5/PcFcvy30X8xqNkgXDzkYuw5uifw8+/v/h7NyjeLY0tDn/r5Oc9jQNKAQKHbrroNEztNVNpezolKORksBgLM2Rgg8xQUoAAFKOBY4NZbga+/Dlb773+BQYMch3FUgXOiI640hbkYnImd6sVgOcWXX36Jrl27Qt7/m9mRK1cuDB8+HA8++GCWo3ns2DF06NAB06dPz7SM7HR99tlnA4+bjjwtMtY05SI7evQofv31V1SsWDHD7muVXn6LRVc9I05XuuoRUB/VFbl67hyQLx9wIrjzBT/9BFx7rfIOmzInKodhQFcLmJK3rrjfuHqknTeOps7N7NSgqx0l52XomrXZrZ/fiq9/CX4b90LTF/BM42dQYXgFbNx//g/H5Zh0+yTcUvmWNIHc5PrYzMcw7KdhgfbdW/NefNTuI+fJEqKGKXOiUhQGc7WAKTnrpnuNqwfcYePo6hDMRnGa2kCKoAhdI0CzUSWernXqAMuXBxv5wQfAAw/YaHQURUyZE6MgiLgqF4MzodOxGCynkUc4v/XWW/jmm2+wfft2yBb+MmXKoEWLFtYu3woVKtgayHHjxmHMmDFYtWoV5Fn7JUqUQKNGjdCrVy8kJCTYiuG0kCkXmSzGL1++HLVr10bBggWdMrB8FgJ01ZMadKWrHgH1UV2Rq/LHVoUKpe2cPDHj8suVd9iUOVE5DAO6WsCUvHXF/cbVI+28cTR1bmanBl3tKDkvQ9eszW789EZ8+/u3gQJDrx+Kxxo8htrv18aKXcHXaIxpNwb3/D97ZwJuU/X+8W/meZaxhGTOHKJu5gyFJJGSlISQSqU5GoSSoRF/NPyElKlMyRCZSUgyhMzzPPN/3q27zz33nnvvOeeutfc+63zX83jcc/Za73rfz3r3es85715rVezgJ8hLXDtP64wvVn9h6ydnHw9rMix0Z0mihSkxUSkUCvM0AVN81ktzjacHPETlyDVEYEFUJ9MgIIVRhVzDgBZEEze55s0LHDrkU3LmTKBRoyCUTkEVU2JiChCE3ZTJ4LDRRVdD3mTRNd60lgRIgAQijsC2bUDx4v5qnzgBaHjwhzHRW94hD9vJ7irysJ38nT59eusBuwceeABdu3ZVthPIzJkz8fnnn2P58uU4ePAg8ubNi9tuuw2dO3fG3XffHRaUdevWoUqVKrh06ZLVvkOHDtYDfzoK/VYHVcokARIgAe8QqDO2Dub/M99WaHjj4eh2WzfcNeYuLNixwH5/6N1D8XT1p72jeDxN4m93/VLtl/BOvXeU6suYqBQnhTlAgD7rAGR2QQIkQAIkEBKB06eBLFn8m2zcCJQuHZKYkCszJoaMzG7AZHD47KKqJW+yqBpuGksCJEACkUdg+XL/LaHTpwfOngWuu065LYyJypGGLVASwA899BCOHz8eUEbJkiWt4zWKpWCF+NWrV61jPCQRnFiRhPCnn36K60LwN9kh5vbbb8eyZctssUwGh+0KbEgCJEACUU+g5qiaWPrvUpvDyHtGolPlTmg+vjmm/jXVfj92+2ivAmv2TTPM+HuGrd47dd/BS3e8pFRdfpZTipPCHCBAn3UAMrsgARIgARIIicCmTQkTv6dOAZkzhyQm5MqMiSEjsxswGRw+u6hqacpNJj8WL1myxPrxNXv27FE1hjqNJVc9dMmVXPUQUC/VE746YwbQrJnPuMKFgV271BsLwJSYqAWOg0LluAyJ53I+TpYsWfDSSy+hTp06OHv2LMaPH48vvri2xWSpUqWwYsUKq0445eWXX8Y771xbkVSpUiX06dMHxYsXx9atW/H+++9jzZprW29Kvf79+wfdhaxm7tmzJ66//nocOHDAasdkcPL4PDHfJK9mRNUgUz3DRa7kqodA4lIrfVYJa/ettSt81fIrPHTrQ3j4+4fx1bqv7Pf73N4HAxoM8BPkJX+NGRODhTsW2voNazwM3W/rrhQnP8spxUlhDhAwxWe9NNc4MGyOdUGu6lGTqXqmIpFczeI6e7b/ltC5c/tvGa3HWv4mlxKuTAanhF4UtTXlg+e5c+esLSRvvPFGZMiQIYpGUK+p5KqHL7mSqx4C6qV6wldla92OHX3GVaoErF6t3lgmg7UwDUeoJH7nz5+PNGnSYOHChahZs6afmIEDB1qJWylvvvkmXnvttZC72bJlC0qXLm1t41y1alWrn4wZM9pyJBEdExODlStXWnps2rTJShQnV+RzVZkyZXDq1ClrW2hJAkthMjg5coAn5pvk1YyoGmSqZ7jIlVz1EEhcaukRpbHp0Ca7wqTWk9CqTCt0m9ENH6/82H6/S5Uu+KTZJ36CvOSvwZxxnFK2pvy+kVIObB85BEzxWS/NNZEz+slrSq7JMwq1BpmGSiy4+uQaHKdQa7nFdeRI4IknfNpq/BnOD4kpMTHUcVZRn8lgFRSjQAZvsigYZJpIAiRAApFMYOBA4L/En2VGgwaAPKaooTAmaoAaokhZ6Svn9Up58sknrS2a4xfZhrlcuXL4888/kTNnTuzfvx9p06YNqadu3brh44+v/YD+22+/oUaNGgnaL1261E5Ed+/eHcOGDUu2j+bNm2Pq1Kno2LGjlaQuWrSo1YbJ4GTRsQIJkAAJkEAiBIp+VBT/HPvHvjq97XQ0vaUpXpr7Et5b/J79frvy7fD1fV97lmOJYSWw5cgWW7/vHvgO95W+T6m+/CynFCeFOUCAPusAZHZBAiRAAiQQEgF53r5fP1+T5s2BH34ISURYlRkTw8JmNWIyOHx2UdXSlJtMVvbIlhSyRbSs4GFRQ4Bc1XCML4VcyVUPAfVSPeGrkgiWhHBsadcO+FrPD52mxET1nuCcxLhbN0sytnr16gE7f++996zto6XMnj0bDeQhgSCLnBV8ww03YPfu3dZW05JUTqzI9b/++guFCxe2diBJ6uzgSZMmoXXr1sidO7e1klhWBzMZHOSgANYqbX6WC55XMDXJNBhKodch19CZBdOCXBOnVGBwAew7tc+uMOfhOahfrD7eXfQu+s7ra7/f7JZmmNZ2mp8gL3HNPyg/9p/eb+s3u/1sNCgefPwOxo/4WS4YSqzjJQKm+KyX5hovjW9KdSHXlBJM2J5M1TMVieRqFtdHHwXGjvXZ9PTTwNChemyMK9WUmKifVMIemAx2g3oE9mnKTXbs2DEsWLDA2tIxR44cETgS3lSZXPWMC7mSqx4C6qV6wldli2jZKjq29OwJDBmi3lhuE62FaahC77zzTixatAiZM2eG+F9iD3jJal45V1iKrMCV7aKDLdu2bbO3fE5s9XGsLLn++eefWy+lXWxyN35fksSUbaf37t2LUaNG4bHHHsM///zDZHCwgwJY483PciEAC6IqmQYBKYwq5BoGtCCakGvikHIOyIlj547ZFRZ1XITaN9bGiOUj0P0n35m7dxa5EwseXeAnyEtcM7+TGWcunrH1+63Tb6hROOHOHEG4S6JVTPl9IyUM2DayCJjis16aayLLA5LWllzVjyaZqmcqEsnVLK516wK//OKzSdZnPPecHhvjSjUlJuonlbAHJoPdoB6BfZpyk12+fBlyvl+mTJmQOnXqCBwJb6pMrnrGhVzJVQ8B9VI94avNmgEzZviM698fePll9cYyGayFaahC8+bNi0OHDqFChQpYu3Ztos2PHj2KXLlyWddlNe6ECROC7mrGjBloJn4F4MMPP0SvXr0SbSvXe/fubV2Xdk2aNAlYt0uXLvjss89Qu3Zt6/xhWUHMZHDQQ2JV9MR8E5rKnq9NpnqGiFzJVQ+BxKVmfDsjzl06Z1dY8cQKVC1YFV/+/iUe+eER+/0K+SpgbRf/2OkVf7185TLS9PPfwWv9U+tR9vqySnGa8vuGUigU5mkCpvisV+YaTw92GMqRaxjQkmlCpuqZ8rucHqZuci1eXB6G99n17bfAAw/oszNWsikxUT+phD0wGewG9QjskzdZBA4aVSYBEiCBaCIg2wQvX+6z+LPPgM6dtRBgTNSCNWih586dQ8aMGa36TZs2xfTp05NsmyVLFpw+fdo671dWCgdb5Bzip556yqo+ceJE3H///Yk2jd36WSpIO1kpHL8sXrwYd9xxh7WKec2aNShb9toP26qSweKXSRVZjRx7zvKuXbusLa1ZSIAESIAEzCAgRxukeiuVnzF/PPUHyl1fDlM2TUGLb1vY14rmKIptPeP8cuchBMfPHUeOAf47eO3otQM3Zr9RqZb8LKcUJ4U5QIA+6wBkdkECJEACJBA0gStXgAwZgIsXfU2WLgUSOcEraLnBVGRMDIZS4DpMBofPLqpamnKTnT17Flu3brW2fYz9ITmqBlKTseSqByy5kqseAuqlesJXixUDtm/3GTd5MtCypXpjuTJYC9NQhB48eBDXX3+91aRNmzYYP358ks3z5cuHAwcOoFy5cvjjjz+C7mrgwIHoI2dRA/jpp59w9913J9pWrseuBh40aBCeffZZv7oXLlxApUqVsHHjRrzwwguQs4xji6pkcFLnFMdXXPSQ7aqlnDhxAmnTprU+F8kT8CdPnrS235b3JPF+/vx5ZM+e3aor12RnFdlh5cqVK1bb2LpST+aC2GM45Cxk0UmuS5JCtsiWdunSpYPwkJ1aRK7UkWS9lGDqHj58GDt27LD0F51lqzH5P3369Lh48aIlK1u2bEiVKpXVh9iUNWtWS77oIPUyZMhg15VrYpPoLu2lbSwX0VXqytlWYk9SdeMzlIcQJPGfFEM3ecuYiI5S9u/fj3379uGWW26xWAi3WIbCM25dYShMQuUdCsPYurEMA41NOLwD+ayMT6x/x/XZ2LqxPhuOf4v/yLbxBQoUsHjF8lbls0n5dyi8Y/0wrs/KPRr3XvDSHCF2yxnuN998szV2geaTuD6rirfX54izF84i07uZ/Kb7VR1WofJNlTH/n/moM7aOfS13xtzY0nmL35wsO2lIrBSu4v+JMYzlrWuOOH71OG4aepOfHUf6HEHqi6ntWKVijpB4dsMNN1j98AGpoD8asaKLBPibnIvwI6BrT3wfjwBOoahIpqHQCr4uuQbPKpSabnDduxcoWNBfyz17gAIFQtE8vLqmxMTwrE9ZKyaDU8YvalqbcpPJj5YrV65E1apV7R84omYQNRpKrnrgkiu56iGgXqonfFWSPadO+YxbtAioXVu9sUwGa2EailD50fbGG6+tEHr44Ycxbty4JJtLXWkjD4Jt2bIl6K769etnnTMs5eeff0ZdORAnkTJv3jzUq1fPuirtXnnlFb+ab731Fl5//XUUKVLESghLgim2uJEM/vLLL9G+fXtLhV9++QW5c+fGrbfeaiU8xdZatWohT548+Pvvv61/sYlu2dpaEqKS2JYk2qxZs1C9enXkz5/fSnpt2LAB99xzjyVXVkJLAkw+c0mS9ccff7T+LlSoEHbu3Gmtjpa6krRdtmyZ1UZkSRJi2rRpVh8ydrt377Y+u4kOkpCS1d2SEJZzoyUZIXVllXWxYsWshKbIatSokZWwlD7kB3+pK0V0KFGihPVPthkXHWXcJAm2bt06S26dOtcSJmKbjFepUqUgSRKx/a677rKSTzKGe/bsQf369a26c+fOtRJ+oofMh8JUVoHLFuV//fUXtm/fbj9MMH/+fOTMmdPa4lySWnPmzEHNmjWtBxzEP6W+rHiXEnsuduXKla2k/MyZM63V3dKX+I3ofO+991p1lyxZYvGpVq2albyW7cqrVKlirQAX/1+9erW17bkke5cvX25xltXyUqZMmWKNlZyvLT6wYsUKNG7c2Ercr1q1ykqUy9bmUmQlviTi5X6SxJGMR8OGDa2EvGzZLsnimJgYq648JCH1JMksbH/99VfrPhIfWr9+vdU+9r6aPXu2lZgR2fHPEpPEn9gg/UiR+014yQMeMr7yWvQTP968ebP14KfoL0XOl5Yxq1ixomWH9BPLW+qJ7Njt4EU/sUO4ScJL9BeeBQsWtB5AEPuaN29uyV26dKnluzIekkwVLjJOYoN8bxJu4nfig+KLUmLPL586dap1v910003W+eEyHvKwiYyBjJMk4MV/pMg4lixZ0krQxfJu0KCBNYf8/vvvlm+KX0oR/5DzyqX+kSNHLP8Rf5b7RO5N6Suuz4pdZcqUscZM/FL0Fd/ctGmTZa/cR1K8NkfE+ofcm2Jr/DlC5gu5X2QekxItc8SB4weQb0g+y+bYMqrsKDx2/2NYvXc1qnxexX4/baq0mFB+gjUnx50jZC4UnxcfiD9HyD0kc6LMfTrniMIVC6PqmKp+dlx89SLmzZ2ndI4oX748k8F+lPnC6wT4m5zXR8hd/TzxfdxdBMp7J1PlSC2B5GoOV/kK/9/XScuotGmBc+eAVP4b1Wgx2JSYqAVOMkKZDHaDegT2yZssAgeNKpMACZBAtBCQT5z/bRtsm7xpE1CypBYCjIlasAYtNNJWBktyTxJ/kpyQpERs4inWYFXJ4FC2iY7klcHxV6pGy6o/1Sux3Vr1F8zqahWr/oJdza5zZXDcle86VqpG68rgYHYa0MHb6yuD957Yi4If+i/PkNW/xQsUx5YjW1BiWAm/OLu3217kypYr0d0a3JojNp3chJqja9q6ZkiTAWdfPuu3i4WKOYIrg4P+2MWKHiHA7x8eGQiqQQIkQAIkYBGYONH/fGDZrG/rVmfgMCaGz5nJ4PDZRVVL3mRRNdw0lgRIgAQii8CuXcB/K0VtxQ8fBnLl0mIHY6IWrEELjaQzg+XHdFmZJ6sTW7ZsicmyfXm8oioZnBxA+m1yhHidBEiABCKXwI5jO3DTR/7bK5986SSypMuCA6cPIN8g/1XD+5/bj+szXztywUtl3vZ5qDfu2k4bUvJmyosDzx9QriJjonKkFKiZAH1WM2CKJwESIAESCInA4MHAc8/5mshmRb/8EpKIsCszJoaNDkwGh88uqlqacpPJdhSyrZtsixd7DlZUDaQmY8lVD1hyJVc9BNRLdd1XV68Gqvi2P0Tq1MCFC9r2pzElJqr3BOck5s2b19rmV1bcytatiRXZQlW26pXSunVrTJgwIWglZdvX2C2PP/zwQ/Tq1SvRtnK9d+/e1nXZ1jV2W2XZQjd2a1g5g1i244xfZKVzjx49rLdlm9annnrK+lu2wJV/qoopfuv6fKNqQDwkh0z1DAa5kqseAoGl/nXoL5QaUcrvomyvnCZVGpy7dA4Z387od+3vp//Gzblutt/zir9O2TQFLb5tYetVLGcxbO2hfpmJKTHRSR9jX+4SMMVnvTLXuDua6nsnVzJVT0CPRPqqOVx79gSGDvXZ88gjwNixeuyLL9WUmOgMLf9emAx2g3oE9mnKTSbbe8kKHDmjS84EY1FDgFzVcIwvhVzJVQ8B9VJd99VZs4C77/YZli8fsG+fekP/k2hKTNQGyAHBkjSNPU9VtglOkyZNwF7jJmPl/N8333wzaO3kDFw571TKk08+iU8//TTRtnL9888/t65LOzm3U4qcwxl7Bm3QHf9XUc4YfuONN0Jtlmh9U/zW9flG2Yh4RxCZ6hkLciVXPQQCS/193++o+FlF+2Lq61Lj0muXrNeyS0X6/ulx8cpF+/qqzqtQuUBl+7VX/PWrdV/h4e8ftvWqkK8C1nZJ/KGvcBmbEhPDtZ/tIo+AKT7rlbkm8jwgaY3JVf2Ikql6piKRXM3h2qIFMGWKz55XXgH69dNjX3yppsREZ2j598JksBvUI7BP3mQROGhUmQRIgASihcBXXwEP+344hKym/OMPbdYzJmpDG7Tgvn374t1337Xqy44f1atXD9j2vffew0svvWRdmzVrFho2bBh0H/Ljuazk3bNnD0qVKoU///wz0balS5fGpk2bUKhQIezatQvXXXedVZfJ4KBxsyIJkAAJkEAKCCz7dxlqjKphS8icNjNO9T1lv87zfh4cPnvYfj3vkXmoU7ROCnrU0/STFZ+g649dbeG1b6yNRR0XKe+Mn+WUI6VAzQTos5oBUzwJkAAJkEBIBCpXBtas8TX54gvg8cdDEhF2ZcbEsNFxm+jw0UVXS1NuskuXLuHUqVPIkiVLoquIomtk1VhLrmo4xpdCruSqh4B6qa776pAhwDPP+AyrUweYN0+9of9JNCUmagPkgODly5fbCeDEVu1euXLF2mZZkrg5cuTAgQMHkDZt2pC069q1Kz755BOrjawylmMm4hdJRtesWdN6W+qPGDEipD54ZnBIuOD6fBOauhFRm0z1DBO5kqseAoGlLvhnAe4ae5d9MXfG3DjU55D9uthHxbD92Hb79Q9tfkDzUs3t117x1/cXv48X5r5g69X45sb48aEflaPkZznlSClQMwFTfNYrc43m4XJcPLmqR06m6pmKRHI1h2uePMBh33OGkA37Qnj2PkUgTImJKYIQZmOuDA4TXLQ1M+Umk60kFyxYgJiYGOuHYRY1BMhVDcf4UsiVXPUQUC/VdV99+WXgnXd8hj3wAPDtt+oN/U+iKTFRGyCHBMduFS1bRC9cuNBOyMZ2L2f09unTx3oZaMvluKt2O3TogDFjxiTQfPPmzShbtqz1pbVq1apWP3GPmZBtrkSPlStXWg+Zbdy4ESVKlAiJAJPBIeGC6/NNaOpGRG0y1TNM5EqueggEljpryyzc/bXvyIxCWQvh397/2pUrfloRv+//3X49rsU4PFzBt6uKV/z11Xmvov+i/raeD5R9AN/er/4zHT/LOemd7EsFAVN81itzjYox8ZIMclU/GmSqnqlIJFczuJ4+DWTJ4m+LbKRWqpQe++JLNSUmOkPLvxcmg92gHoF9mnKT8QkkPc5HruSqh4AeqfRX9VxdZ9q5MyB70sSWbt2A4cPVG/qfRFNiojZADgles2YNatWqZZ07JDt+yNbRcj6vvB4/frx9hu8tt9xiJWuzZs3qp1kwyWBpINtMy3bTUipVqoQXXnjBOkt469atGDBgAESP2HrvxH0oIUgOTAYHCeq/aq7PN6GpGxG1yVTPMJErueohEFjqlE1T0OLbFvbF4jmLY0uPLfbrmDExWLhjof16eOPh6HZbN/u1V/y118xe+GjZR7Zej1V8DKOaj1KOkp/llCOlQM0ETPFZr8w1mofLcfHkqh45mapnKhLJ1QyumzYBpUv723LqFJA5sx774ks1JSY6Q8u/FyaD3aAegX3yJovAQaPKJEACJBAtBFq2BH74wWft668Db7yhzXrGRG1oQxY8bdo0tG/fHidOnAjYVhLBM2bMwM0335zgerDJYNlu+oknnsDo0aMT1a9Tp05W8jlVqlQh28BkcMjI2IAESIAESCAegW/Xf4sHv3vQfrds3rJY33W9/fqe/92D6Zun26/fqfsOXrrjJc9x7DSlE0av9cXbntV7YsjdQ5Tryc9yypFSoGYC9FnNgCmeBEiABEggaAKzZwONGvmq584NHPKdThK0nHArMiaGSw48Mzh8dNHV0pSbTFYLyY+uN910k982j9E1muqtJVf1TEUiuZKrHgLqpbruq7VrA4sX+wyTVcGyOlhTMSUmasLjuNgdO3bgo48+spK+Mjbp0qWzkr+tW7dG9+7dkSlTpoA6BZsMjm38448/WgnfFStW4NChQ8iTJw+qVasGObO4cePGYdvNZHBo6Fyfb0JTNyJqk6meYSJXctVDILDUsWvH4tEpj9oXqxSogpWdV9qvH5r8EL754xv79Yu1XsS79d+1X3vFXx+Y+AAmbpxo6/XKHa+gX91+yr4KA8IAACAASURBVFHys5xypBSomYApPuuVuUbzcDkunlzVIydT9UxFIrmawXXkSOCJJ3y2VKoErF6tx7ZAUk2Jic4R8/XElcFuUI/APk25yWTl0NKlS1GjRg1ky5YtAkfCmyqTq55xIVdy1UNAvVTXfbVkSWDzZp9hcl6wnBusqZgSEzXhoViPEjDFb12fbzw6vilRi0xTQi/xtuRKrnoIBJb62crP0GVGF/tirRtq4dfHfrVfPzX9KXy66lP7ddeqXTGi6Qj7tVf8tfHXjTFzy0xbrwH1B6BPrT7KUZoSE5WDoUDPEjDFZ70y13h2oMNUjFzDBJdEMzJVz1QkkqsZXF99Fejf32dLixbA99/rsS2QVFNionPEfD0xGewG9QjskzdZBA4aVSYBEiCBaCGQKxdw9KjP2nnzgDp1tFnPmKgNLQVrJEC/1QiXokmABEjAZQIfLf0IvWb1srWoV7Qe5j4y1379wpwX8P6S9+3X7W9tjy9bfumy1gm7rz26Nhbv8u328nGTj/FUtaeU68mYqBwpBWomQJ/VDJjiSYAESIAEgibQoQMwbpyveo8ewEcfBd08xRUZE8NHyGRw+OyiqiVvsqgabhpLAiRAApFD4OJFIF06f33/+AMoV06bDYyJ2tBSsEYC9FuNcCmaBEiABFwmMODXAXjx5xdtLZqWaIrp7XxnBL+98G288ssr9vV7S96LKQ9OcVnrhN1X+LQC1u1fZ1+QhLUkrlUXxkTVRClPNwH6rG7ClE8CJEACJBAsAVl7MX++r/agQcCzzwbbOuX1GBPDZ8hkcPjsoqqlKTeZbEexcuVKVK1aldtEK/RgclUIM44ociVXPQTUS3XVV/ftAwoU8DdK3suXT72h/0k0JSZqA0TBniRgit+6Ot94cmRTrhSZppxhIAnkSq56CASW+taCt/D6/Nfti61Kt8KkBybZr4ctG4YeM3vYr2OKxGD+o75f8bzir8U+Kobtx7bbev7Q5gc0L9VcOUpTYqJyMBToWQKm+KxX5hrPDnSYipFrmOCSaEam6pmKRHI1g2vx4sC2bT5bJkwAWrfWY1sgqabEROeI+XpiMtgN6hHYpyk3mRxUv3XrVhQvXhwZM2aMwJHwpsrkqmdcyJVc9RBQL9VVX5VVwLfe6m+UrBZOk0a9of9JNCUmagNEwZ4kYIrfujrfeHJkU64UmaacYSAJ5EqueggEltr3575499d37YsPlX8IX933lf167NqxeHTKo/brSvkrYfWTq+3XXvHXvAPz4tCZQ7ZePz/yM+oWrascpSkxUTkYCvQsAVN81itzjWcHOkzFyDVMcEk0I1P1TEUiuUY+1ytXgAwZAPnZLbYsXQpUr67HtkBSTYmJzhHz9cRksBvUI7BP3mQROGhUmQRIgASigYCcD1yvns9SOT/48GGtljMmasVL4ZoI0G81gaVYEiABEvAAgd6zeuPDpR/amnSq1Akj7x1pv/5h0w9o+W1L+3XxnMWxpccWD2jur0KG/hlw/vJ5+83ljy9HtULVlOvJmKgcKQVqJkCf1QyY4kmABEiABIIisHcvULCgf9U9exJu2BeUsDArMSaGCQ4Ak8Hhs4uqlqbcZJcvX8aZM2eQKVMmpE6dOqrGUKex5KqHLrmSqx4C6qW66qvffgs8+KDPqJIlgU2b1BsZR6IpMVErJAr3HAFT/NbV+cZzo6pGITJVwzG+FHIlVz0EAkvtOqMrPln5iX2xW7VuGN5kuP163vZ5qDfO9/Bc3kx5ceD5A/Z1L/jrxcsXka5/Oj8D/+z2J0rlKaUcpSkxUTkYCvQsAVN81gtzjWcHOQWKkWsK4CXSlEzVMxWJ5Br5XJctA2rU8NmRLp2s+AZSpdJjWyCppsRE54j5emIy2A3qEdinKTfZsWPHsGDBAsTExCBHjhwROBLeVJlc9YwLuZKrHgLqpbrqq8OHA08/7TOqdm1g0SL1RsaRaEpM1AqJwj1HwBS/dXW+8dyoqlGITNVwjC+FXMlVD4HAUh+b8hj+b+3/2RefrfksBjUcZL9euWclqn3hW2GbPnV6nHvlnH3dC/569OxR5Ho/l5+B/z7zLwplK6QcpSkxUTkYCvQsAVN81gtzjWcHOQWKkWsK4CXSlEzVMxWJ5Br5XOV84DZtfHbI+cFbHN5sxpSYqMcbkpbKZLAb1COwT1NuskuXLuH48ePInj070mg8TzIChzhFKpNrivAl2phcyVUPAfVSXfXV118H3nrLZ1TLlsDkyeqNjCPRlJioFRKFe46AKX7r6nzjuVFVoxCZquEYXwq5kqseAoGltvuuHf63/n/2xZfveBn96/a3X28+vBklh5f0a3zu5XNInya99Z4X/HXn8Z0oMqSIn47HXzyObOmzKUdpSkxUDoYCPUvAFJ/1wlzj2UFOgWLkmgJ4iTQlU/VMvfJ5Q49l7kp10l8HDQKef95nb506gJze5mQxJSY6ySy2LyaD3aAegX3yJovAQaPKJEACJBANBLp2BT7xbYuIzp2Bzz7Tajljola8FK6JAP1WE1iKJQESIAEPELjv2/vw/abvbU361emHV+58xX6979Q+FBhcwE/Tg88fRJ5MeTyg/TUVNhzYgHKflPPT5/Jrl5HqOvX7DjImembYqUiQBOizQYJiNRIgARIgAa0EevQAhg3zddGhAzBmjNYuEwhnTAyfN5PB4bOLqpam3GTnzp3Dzp07ceONNyJDhgxRNYY6jSVXPXTJlVz1EFAv1VVffeABYOJEn1Evvwz0962EUW8tYEpM1MGGMr1LwBS/dXW+8e7wpkgzMk0RvkQbkyu56iEQWGqTr5vgpy0/2RcHNhiI525/zn595uIZZH4ns1/jrT22oljOYtZ7XvDXpf8uRc1RNW0dM6fNjFN9T2nBaEpM1AKHQj1JwBSf9cJc48kBTqFS5JpCgAGak6l6pl75vKHHMnelOumvLVoAU6b47H31Vf/N+pwgYUpMdIJV/D6YDHaDegT2acpNJltEL1myBLfffru1VTSLGgLkqoZjfCnkSq56CKiX6qqvyp408+f7jBoyBOjZU72RcSSaEhO1QqJwzxEwxW9dnW88N6pqFCJTNRz5OU4PR3INjmvdsXXxyz+/2JWHNR6G7rd1t19fvXoVafulxeWrl+33VndejUoFKlmvvTAPzNk6Bw2/amjrlz9Lfux9dm9wAEKsZUpMDNFsVo9gAqb4rBfmmgh2g0RVJ1f1o0qm6pl65fOGHsvcleqkv1auDKxZ47P3iy+Axx931n5TYqKz1K71xmSwG9QjsE/eZBE4aFSZBEiABKKBQLlywIYNPku//hpo106r5YyJWvFSuCYC9FtNYCmWBEiABDxA4PZRt+O3f3+zNfnini/weGX/X+ZyDciFo+eO2nXmd5iPmJtiPKD9NRUm/zkZrSa0svUpkasENj+9WYt+jIlasFKoRgL0WY1wKZoESIAESCBoAnnyAIcP+6rPmgU09D3LF7SclFRkTAyfHpPB4bOLqpa8yaJquGksCZAACUQOgXz5gAMHfPrOng00aKBVf8ZErXgpXBMB+q0msBRLAiRAAh4gUPmzylizz7dM48uWX6L9re39NCv6UVH8c+wf+72pD07FPSXv8YD211QYu3YsHp3yqK1P5QKVsarzKi36MSZqwUqhGgnQZzXCpWgSIAESIIGgCJw+DWTJ4l/1zz+BUqWCaq6sEmNi+CiZDA6fXVS1NOUmO3nyJFavXo3KlSsja9asUTWGOo0lVz10yZVc9RBQL9U1X71yBUiXDrjs2/IQq1cDla5teairmBITdfGhXG8SMMVvXZtvvDmsSrQiUyUYEwghV3LVQyCw1DIjyuDPQ3/aFyfcPwGty7b2q1zh0wpYt3+d/d5XLb/CQ7c+ZL32gr8OXz4cT//0tK1fTJEYzH80zlEgCoGaEhMVIqEojxMwxWe9MNd4fKjDUo9cw8KWZCMyVc/UK5839FjmrlSn/FUSv2XK+NsqCeJMmZy135SY6Cy1a70xGewG9Qjs05Sb7MyZM9i8eTNuueUWZHJ6porAcQ9WZXINllRo9cg1NF7B1ibXYEkFX881prI3jexRE7fs2gUULhy88mHUNCUmhmE6m0QwAVP81rX5JoLHPjnVyTQ5QuFdJ9fwuCXXilwDEyr2UTFsP7bdvhho1e8d/3cHft35q13n4yYf46lqT1mvvcD13UXvou+8vrZ+TUs0xfR205NzibCumxITwzKejSKSgCk+64W5JiIdIBmlyVX9qJKpeqZe+byhxzJ3pTrlr7Il9N13+2yVn+MOHnTedlNiovPkmAx2g3lE9smbLCKHjUqTAAmQgNkENm0CSpf2t/HcOSB9eq12MyZqxUvhmgjQbzWBpVgSIAES8ACBgoMLYu+pvbYms9vPRoPi/sdmNP2mKX78+0e7znv13sMLtV/wgPbXVOj7c1+8++u7tj4PlnsQ/2v1Py36MSZqwUqhGgnQZzXCpWgSIAESIIGgCHzxBdC5s69q5crAKj0neiSpD2NiUMMVsBJXBofPLqpamnKTXblyBefPn0f69OmRKlWqqBpDncaSqx665Equegiol+qary5aBNx5p88g2f7/xAn1BsaTaEpM1A6KHXiKgCl+69p846nRVKsMmarlGSuNXMlVD4HAUnMNyIWj547aFxc+uhB3FLnDr3Lb79pi/Prx9nt9a/fF2/Xetl57wV+f/vFpDF8x3NbvicpP4PN7PteC0ZSYqAUOhXqSgCk+64W5xpMDnEKlyDWFAAM0J1P1TL3yeUOPZe5KdcpfX30V6N/fZ2uLFsD33ztvuykx0XlyXBnsBvOI7NOUm+zYsWNYsGABYmJikCNHjogcCy8qTa56RoVcyVUPAfVSXfPVyZOBVq18BhUrBmzdqt7AeBJNiYnaQbEDTxEwxW9dm288NZpqlSFTtTxjpZErueohEFhqprcz4eyls/bF5Y8vR7VC1fwqPzntSXy+2pdc7V6tO4Y1GWbV8YK/PvrDoxj7+1hb5941emNwo8FaMJoSE7XAoVBPEjDFZ70w13hygFOoFLmmEGCA5mSqnqlXPm/oscxdqU75a4cOwLhxPlt79AA++sh5202Jic6TYzLYDeYR2acpN9nFixdx9OhR5MyZE2nTpo3IsfCi0uSqZ1TIlVz1EFAv1TVf/ewzoEsXn0HVqwNLl6o3MJ5EU2KidlDswFMETPFb1+YbT42mWmXIVC3PWGnkSq56CCSUevXqVaR+KzWu4qp9cV2XdSifr7xf5ednP49Bvw2y33v41ocxruW1X/S84K+tJrTC5D8n2/q9HvM63rjrDS0YTYmJWuBQqCcJmOKzXphrPDnAKVSKXFMIMEBzMlXP1CufN/RY5q5Up/y1Th1g/nyfrYMGAc8+67ztpsRE58kxGewG84jskzdZRA4blSYBEiABswnI/jSyT01sadYMmDZNu82MidoRswMNBOi3GqBSJAmQAAl4gMCFyxeQvn96P002d9+MErlL+L3Xb0E/vDb/Nfu95iWb44cHf/CABddUaPhlQ8zZNsfWZ1CDQXj2dj2/MDImembYqUiQBOizQYJiNRIgARIgAW0EihcHtm3ziZ84Ebj/fm3dJSqYMTF85jwzOHx2UdXSlJtMzgsWWwoXLmydG8yihgC5quEYXwq5kqseAuqluuarPXsCQ4f6DOrYERg9Wr2B8SSaEhO1g2IHniJgit+6Nt94ajTVKkOmannGSiNXctVDIKHUE+dPIPt72f0u7Oy1Ezdkv8HvvaHLhqLnzJ72e3VuqoN5HeZZr73grzVH1cTSf307vHzW7DN0rtJZC0ZTYqIWOBTqSQKm+KwX5hpPDnAKlSLXFAIM0JxM1TP1yucNPZa5K9UJf71yBciQQXaT8dm6bBlw223O225KTHSeHFcGu8E8Ivs05SY7fvw4Fi1ahDvuuAPZs/t/YY7IgfGI0uSqZyDIlVz1EFAv1TVfbdcO+N//fAb16QMMGKDewHgSTYmJ2kGxA08RMMVvXZtvPDWaapUhU7U8Y6WRK7nqIZBQ6oHTB5BvUD6/CweeO4C8mfP6vTdm7Rh0nNLRfq9KgSpY2Xml9doL/lru43LYcHCDrd83932DtuXbasFoSkzUAodCPUnAFJ/1wlzjyQFOoVLkmkKAAZqTqXqmXvm8occyd6U64a979gCFCvnbuXcvkD+/87abEhOdJ8dksBvMI7JP3mQROWxUmgRIgATMJtCgATB3rs/GgQOB557TbjNjonbE7EADAfqtBqgUSQIkQAIeILDz+E4UGVLET5MTL55A1vRZ/d6T83jlXN7YUiJXCWx+erMHLLimgtggtsSWaW2nodktzbTox5ioBSuFaiRAn9UIl6JJgARIgASSJbB0KVCzpq9aunTA2bNAqlTJNlVegTExfKTcJjp8dlHVkjdZVA03jSUBEiCByCBQsSLw++8+XceMATp00K47Y6J2xOxAAwH6rQaoFEkCJEACHiCw+fBmlBxe0k+TC69cQNrUaf3em7ttLhp82cB+L1/mfNj33D4PWHBNhVwDcuHouaO2PvM7zEfMTTFa9GNM1IKVQjUSoM9qhEvRJEACJEACyRKYMAFo08ZXTc4P3rIl2WZaKjAmho+VyeDw2UVVS1NuslOnTmHt2rWoWLEismTJElVjqNNYctVDl1zJVQ8B9VJd89XChYHdu30GzZgBNGmi3sB4Ek2JidpBsQNPETDFb12bbzw1mmqVIVO1PGOlkSu56iGQUOq6/etQ4dMK9oVU16XCpVcv4brrrvOrvHz3clQfWd1+L2OajDjz8hnrtRf8NV2/dLh4xXcQ3arOq1C5QGUtGE2JiVrgUKgnCZjis16Yazw5wClUilxTCDBAczJVz9Qrnzf0WOauVCf8ddAg4PnnfXbWqQPMm+eO3abERDfoMRnsBvUI7NOUm+z06dPYtGkTSpUqhcyZM0fgSHhTZXLVMy7kSq56CKiX6oqvXr0KZMgAXLjgM2j5cqBaNfUGxpNoSkzUDoodeIqAKX7rynzjqZFUrwyZqmcqEsmVXPUQSCg1fpI3U9pMON33dIKKmw5tQukRpf3ej11B7La/nr90HhnezuCn2+bum1EidwktGE2JiVrgUKgnCZjis27PNZ4cXAVKkasCiPFEkKl6pvx8rIepU1x79ACGDfPZIJvyyeZ8bhRTYqIb7JgMdoN6BPbJmywCB40qkwAJkIDJBE6cALJn97dw+3bgppu0W82YqB0xO9BAgH6rASpFkgAJkIAHCCzcsRAxY3zbKefKmAuH+xxOoNmek3tQ6INCfu9LPanvdjl05hDyDszrp8beZ/cif5b8WlRjTNSClUI1EqDPaoRL0SRAAiRAAskSaNECmDLFV+2114A330y2mZYKjInhY2UyOHx2UdXSlJvsypUruHTpEtKkSYNUbpxwbqjXkKuegSVXctVDQL1UV3x161bg5pv9jTl1CnBg1wdTYqJ6T6BELxMwxW9dmW+8PLAKdCNTBRADiCBXctVDIKHU2Vtno9FXjewLBbMWxO7ecY7R+O/KqQunkPXdrH4CtvXYhqI5i8Jtf91+dDuKDS3mp9upl04hczo9u3mZEhOd8jH24z4BU3zW7bnG/ZHUowG5qudKpuqZikRyjVyulSoBa9f69B85EujUSY89yUk1JSYmZ6eO60wG66BqoExTbrJjx45hwYIFiImJQY4cOQwcKXdMIlc93MmVXPUQUC/VFV9duhSoWdNnTMaMwJlr597pLqbERN2cKN9bBEzxW1fmG28NpXJtyFQ5UksguZKrHgIJpU79ayqaj29uXyiWsxi29tiaoOLVq1eRpl8aXLl6xb629sm1qJC/guv+Guy5x6qYmhITVfGgHO8TMMVnGRv1+Bq5qudKpuqZ8vOxHqZOcc2dGzhyxGfD7NlAgwb6bEpKsikx0Q16TAa7QT0C+zTlJrtw4QIOHTqEPHnyIF26dBE4Et5UmVz1jAu5kqseAuqluuKr06YB997rM+aGG4CdO9UbF0CiKTHREVjsxDMETPFbV+Ybz4yiHkXIlFz1ENAjlf6akOuEDRPQZlIb+0KZvGWwoeuGgAOQc0BOHDt3zL628NGFuKPIHXCb6+Kdi1H7/2rbemVLnw3HXzyux4kAmBITtQGiYM8RMMVn3Z5rPDewihQiV0Ug44ghU/VMRSK5RiZX2YQvq//mMti0CShZUo89yUk1JSYmZ6eO60wG66BqoEzeZAYOKk0iARIggUgmMHq0/540lSsDq1Y5YhFjoiOY2YliAvRbxUApjgRIgAQ8QmDc7+PQ4YcOtjaVC1TGqs6BPxMVGVIEO4/7Hp6b3nY6mt7S1HVLZm6ZicZfN7b1KJS1EP7t/a82vRgTtaGlYE0E6LOawFIsCZAACZBAsgT+/BMoU8a/2unTQKZMyTbVUoExMXysTAaHzy6qWppyk50/fx779u1D/vz5kT59+qgaQ53GkqseuuRKrnoIqJfqiq8OGAC8+KLPmEaNgJkz1RsXQKIpMdERWOzEMwRM8VtX5hvPjKIeRciUXPUQ0COV/pqQ6xervkDn6Z3tC7ffcDsWP7Y44ACU/6Q81h9Yb1/75r5v0LZ8W7jNdeKGiXhg0gO2XqXylMKf3f7U40RcGayNKwXrI8DPcfrYmiDZ7TncBIbxbSBTPaNKrpHJddYs4O67fbrnyQMcPKjHlmCkmhITg7FVdR0mg1UTNVSeKTcZz3zQ46DkSq56COiRSn9Vz9UVps89Bwwe7DOmfXvgyy/VGxdAoikx0RFY7MQzBEzxW1fmG8+Moh5FyJRc9RDQI5X+mpDrsGXD0GNmD/tC3aJ18fMjPwccgFqja2HJriX2tU+bfoonqz7p+pnBo9eMRqepnWy9qhasihVPrNDjREwGa+NKwfoI8HOcPrYmSGZsVD+KZKqeqUgk18jk+sUXQGffc4eoUgVYuVKPLcFINSUmBmOr6jpMBqsmaqg83mSGDizNIgESIIFIJdChAzBunE/7Z54BPvjAEWsYEx3BzE4UE6DfKgZKcSRAAiTgEQIDFw9En7l9bG2alGiCGe1mBNROtmKWLZljy/v138fztZ533ZKPln6EXrN62XrUuakO5nWYp00vxkRtaClYEwH6rCawFEsCJEACJJAsgVdfBfr391Vr2RKYPDnZZtoqMCaGj5bJ4PDZRVVL3mRRNdw0lgRIgAS8T6BJE+Cnn3x6vvMO8NJLjujNmOgIZnaimAD9VjFQiiMBEiABjxDot6AfXpv/mq3NfaXvw3cPfBdQuzaT2mDChgn2tVfueAX96vZz3ZL+C/vj1V9etfW4t+S9mPLgFG16MSZqQ0vBmgjQZzWBpVgSIAESIIFkCTzyiP9GfD17AkOGJNtMWwXGxPDRMhkcPruoamnKTXbq1CmsX78e5cqVQ5YsWaJqDHUaS6566JIrueohoF6qK75arZr/vjSyb83jj6s3LoBEU2KiI7DYiWcImOK3rsw3nhlFPYqQKbnqIaBHKv01IdeXf34Z7/z6jn2hXfl2+Pq+rwMOwBNTn8DINSPta0/f9jSGNh4Kt7m+MOcFvL/kfVuvh8o/hK/u+0qPE3GbaG1cKVgfAX6O08fWBMluz+EmMIxvA5nqGVVyjUyud90FLFjg011ObOvdW48twUg1JSYGY6vqOkwGqyZqqDxTbrLTp09jw4YNKFu2LDJnzmzoaDlvFrnqYU6u5KqHgHqprvjqTTcBO3b4jPnhB6B5c/XGBZBoSkx0BBY78QwBU/zWlfnGM6OoRxEyJVc9BPRIpb8m5PrsrGfxwVLfURmPVXwMo5qPCjgAz81+DoN/G2xf61ChA8a0GAO3uXad0RWfrPzE1qtLlS74pJnvtWpvMiUmquZCed4lYIrPuj3XeHeEU6YZuaaMX6DWZKqeqUgk18jkWqwYsH27T/eJE4H779djSzBSTYmJwdiqug6TwaqJGiqPN5mhA0uzSIAESCBSCcgDPWfO+LRfvBi4/XZHrGFMdAQzO1FMgH6rGCjFkQAJkIBHCHSb0Q0fr/zY1qZr1a4Y0XREQO3eWvAWXp//un2tZamWmNzGxUPf/tPk4e8fxlfrfCuBn7/9ebzfwLdSWDVqxkTVRClPNwH6rG7ClE8CJEACJBCIwOXLQMaMwMWLvqvLlgG33eYeL8bE8NkzGRw+u6hqacpNdvXqVVy5cgWpUqXCddddF1VjqNNYctVDl1zJVQ8B9VId91VJAsff3WHzZqBECfXGBZBoSkx0BBY78QwBU/zW8fnGMyOoTxEy1cOWXMlVD4GEUjtN6YTRa0fbF3rX6I3BjXyrf+O2GLJ0CJ6Z9Yz9Vr2i9TD3kblw219bjG+BKX/5zgh+66638GqM7wxh1SxNiYmqubgh78KFC/jyyy8xceJE/P777zhy5AjSpk2LQoUKoVatWujcuTNq1KgRlmrz589HnTp1QmobExMDaReoyH0yadIkfP3111i1ahUOHjxo/baUP39+3HbbbejYsSMaNWoUUn/BVjbFZ92ea4LlHWn1yFX9iJGpeqYikVwjj+uePUChQv56790L5M+vx5ZgpJoSE4OxVXUdJoNVEzVUnik32bFjx7BgwQLIB/wcOXIYOlrOm0WuepiTK7nqIaBequO+unMnUKSIvyFHjwIOzeumxET1nkCJXiZgit86Pt94eVAV6UamikDGE0Ou5KqHQEKpD01+CN/88Y19oW/tvni73tsBux+9ZjQ6Te1kX6tWsBqWP7EcbvtrvXH1MG/7PFuvDxt9iF41emlDaEpM1AbIIcG7du1C06ZN8ccffyTZ4zPPPIPBgweH/EB/OMlgST5/9tlnCfQ5fvw4WrRokWiiOLZBmzZtMG7cOKRLl04pRVN81u25RumgeEgYuaofDDJVz1QkkmvkcV26FKhZ06d3+vTXNulLlUqPLcFINSUmBmOr6jpMBqsmaqg8U24yeep0//79yJcvn/IP54YOfVBmkWtQmEKuRK4hwb68CgAAIABJREFUIwuqAbkGhSmkSo4zXbUKqFrVp2PatMD584BDOz6YEhNDGmRWjngCpvit4/NNxI988gaQafKMwqlBruFQS74NuSZk1GpCK0z+07fVc1KraidtnITWE1vbQkrmLolN3TfBba63fXEbVuxZYes18p6R6FTZl7RO3jNCq2FKTAzNam/VvnTpEipXrmwngm+99Vb07t0bJUuWxMmTJ/Hrr79aCWA5X1LK+++/j+effz4kI6Tt9riHHCbSunv37taiASmLFy/G7QGOnmnSpAl++uknq07RokUtXcqXL4+LFy9aq4QHDBiAQ4cOWde7du2KESMCb9UekgFxKpvis27PNeHy93o7clU/QmSqnqlIJNfI4zphAtCmjU/vm28G/v5bjx3BSjUlJgZrr8p6TAarpGmwLN5kBg8uTSMBEiCBSCMwcybQuLFP6wIFANm7xqHCmOgQaHajlAD9VilOCiMBEiABzxBo+k1T/Pj3j7Y+79d/H8/XCpw0m711Nhp95dvGtkCWAtjzrHOfoRKDVnpEaWw6tMm+/O393+KBsg9oY8yYqA1t0IK/++473H///Vb9mjVrYtGiRUidOrVfe0myyjVJuObMmRMHDhxAmjRpgu4jmIqySk22eT5//jxuvvlm/B3gF27Ro+p/D6IWK1YMa9euRdasWf3E79y5ExUqVLBWvcnW0fv27UPevHmDUSGoOvTZoDCxEgmQAAmQgGICAwcCffr4hNatC/z8s+JOQhTHmBgisDjVmQwOn11UtTTlJpMnkOQLxPXXX8+VwQo9mFwVwowjilzJVQ8B9VId99UvvwQeecRnyK23Ar//rt6wRCSaEhMdA8aOPEHAFL91fL7xxOjpVYJM9fAlV3LVQyCh1PhbLH9090foUb1HwO6X/rsUNUf59vrLnDYzTvU9Za3UcfN7cuEPCmP3yd22zj+2+xGNS8R58E8xTFNiomIsjoqTVcAffvih1efUqVNxzz33BOz/vvvuw/fff29dk+2ky5Urp1RP2RK6S5culsw333wTr732WgL5Q4cORc+ePa335e+nn346oA5xbZo2bRqaNWumTFdTfNbtuUbZgHhMELmqHxAyVc9UJJJr5HGVkDd8uE/vRx8F/u//9NgRrFRTYmKw9qqsx2SwSpoGyzLlJuPZBHqclFzJVQ8BPVLpr+q5Os70gw+AZ5/1GVKvHjB3rnrDEpFoSkx0DBg78gQBU/zW8fnGE6OnVwky1cOXXMlVD4GEUmuNroUlu5bYFz5r9hk6V+kcsPuNBzei7Mdl/a5dfPUiTp04ZW2TGxMTgxw5cjilut1Pjvdy4Pj54/brRR0XofaNtbXpYUpM1AbIAcGyNXPsVsrr169H2bL+fhmrgmzHPGjQIOvlypUrUaVKFaXa1apVC0uWLLHOI966dau1BXT8Iv3HblE9ffp065zjQEXsEbukTJo0Ca1atVKmqyk+y9iozCX8BJGreq5kqp6pSCTXyOPavLk8tOXTW56ZevNNPXYEK9WUmBisvSrrMRmskqbBsky5ya5evYrLly9b2w/Jh30WNQTIVQ3H+FLIlVz1EFAv1XFffekl4L33fIbIASbjx6s3LBGJpsREx4CxI08QMMVvHZ9vPDF6epUgUz18yZVc9RBIKLXK51Wweu9q+8LYFmPxSIU4O6jEabL7xG4U/rCwn5AjfY4gR4Ycrn1PlnslTb80uHL1iq3X2ifXokL+CtoQmhITtQFyQHDc1bbBrAyW328kiZAtWzZl2knyV7aGlnLnnXfa5wbH70D0ay6/hoewMnjdunXWmcKqiik+y9ioyiP85ZCreq5kqp6pSCTXyONaqRKwdq1P75EjgU6d9NgRrFRTYmKw9qqsx2SwSpoGy+JNZvDg0jQSIAESiDQCjz8OjBrl01qewB82zDErGBMdQ82OFBKg3yqESVEkQAIk4CECstJXVvzGlqTO2z15/iSyveefTPun5z8okqOIaxaduXgGmd/J7Nf/1h5bUSxnMW06MSZqQxu04IMHD1qJ2BMnTkBW58rK9PhnBq9ZswY1atSwthVt27Ytvvnmm6DlB1Px9ddfx1tvvWVVHTVqFB577LGAzeQ84VKlSuGff/5B8eLF8fvvvyNzZn+fFZ+69dZbcfToUeucY1ltrLLQZ1XSpCwSIAESIIFgCeTODRw54qs9ezbQoEGwrfXUY0wMnyuTweGzi6qWptxkp0+fxsaNG1GmTJkEH96jakAVG0uuioH+J45cyVUPgSCl/vUXsH8/UKsWkDp1ko0c99X4+9TIHjUBzvcK0tKQq5kSE0M2nA0imoApfuv4fBPRox6c8mQaHKdQa5FrqMSCq0+uCTkVH1oc245usy9MeXAK7i15b0Cgsvo2zVtpcBVX7evruqxDsSzFXPuevP/UfuQfnN9P3wPPHUDezHmDc4owapkSE8Mw3VNN5Czghx56CGfPnkWlSpXQq1cv3HLLLTh16hQWL16MwYMH4+TJk6hYsSJ++ukn5M/v7ycpNUYSu9u2bUPGjBmxb9++JFcdS3JXzjU+cuSIlRCWbaPl/OKLFy9i1apVeP/9961zt2+66SbMnDkTJUuWDEk98cmkyt69e3HbbbdZVXbt2oXChf1X+IfUmYuVOYfrgU+u6rmSqXqmIpFcI4vrqVNA1qz+OstPhbfcoseOYKXyc1ywpBLWYzI4fHZR1dKUm0y+VMh2PfLEZpYsWaJqDHUaS6566JIrueohEITUceMAeTL+8mXgrruAefOAJLbWd9xXb78d+O03nyEffww89VQQhqmpYkpMVEODUiKFgCl+6/h8EykDnAI9yTQF8JJoSq7kqodAQqmFPiiEPSf32BdmtZ+FhsUbJtp99vey48T5E/b1Xzv+igq5Krj2PXnLkS0oMayEn75nXz6LDGkyaENoSkzUBshBwfKw/gcffIDRo0db24fGLfny5cMLL7yAzp07K3+Yf9GiRdbW0FLatWuHr7/+Olmrd+7cCdneWv5JEjhukd+XJEHctWtX5MmTJ1lZ8SuEcoyZMCtdurQlQlZWp02b1kpoy5FokjyXVcvy3rlz5yCrmrNnz27VlWuy+jpTpky4cuWK1Ta2rtSTpHzsmeESw0QnuS7jcvz4catdunTprJXaZ86cseRKHUnuSAmmrqwI//PPP1G5cmXrNznZ+lt0T58+vcVUZMlW4KlSpbL6EJuy/peJEB2kXoYMGey6ck1sEt2lfew24mKb6Cp1L126ZD1gkFTd+AxFtzRp0iTJ0E3eMiaxv2kKQxnPTZs2WX4hYxLLUHjGrSsMhUmovENhGFs3lmGgsQmHdyCfFR+P9e+4PhtbN9Znw/Fv8as//vgDJUqUsHw0Lm8VPpuUf4fCO9YP4/qs3KNx7wUvzREyD61evdr6XT5nzpwB55P4/q2Ct+lzxKFDh7B9+3ZUqFDBmgMSYxg7fwc7R6xefRY1avjvKHPmDJAxI6y4EDsnh+KzKuYI8aMbbrjBij2R/IBUyB8WFDRgMlgBxGgQwS9L0TDKtJEESIAE/iMQ/1CQZcuA/55E9wSjEiWALVt8qkycCNx/v2OqMSY6hpodKSRAv1UIk6JIgARIwEMEcr+fG0fO+vbvW/DoAtxZ5FqSK1C54cMb8O8J3yrEH9v9iMYlGrtm0Zq9a1D588p2/2lSpcGFVy5YP2bqKoyJusiGJleSd2+++Sa++OILa1VtoFKtWjXIds5NmzYNTXgytSXBLP1KkZW8jRo1SrKF/LD+4YcfWongHTt2BKwriThJXnfo0CFkXUPx9y+//BLt27e3+vjll1+QO3duK7EiybCff/7Z2nZbEtJ///239a9JkyZW3YULF1oJUVmFLUm0WbNmoXr16taKa1khvWHDBmv1sxRZmS0/8letWtVKsv7444/W34UKFYIkxWULb6krSdtl8l0RsGRJEm7atGlWHzfeeCN2796NlStXWjpIQkr+lsSc6ChF6pYtWxbFihWzVmeLLBkLSVhKH/KDf2zSXnSQxJz8k8SH6FivXj0rSSeLPg4fPow6depYcsW2IkWKWNt7y9bdYvtdd91lJQ4lmb5nzx7Ur1/fqjt37lwUKFDA0kOSyML0jjvuQK5cufDXX39ZCZa7777bqjt//nwrgSUJF0nmzZkzx9oW/Prrr8eWLVus+rG+Kg8cSIJcEt9is/iZrO6WvmTLcdH53nuv7eIgK8+Fj/i7JEpmzJiBKlWqWCvAJdEhybNmzZpZie/ly5dbnGULdSlTpkyxVs+LvWLXihUr0LhxYysZLqvWJQlWu3Ztq+706dOthLGsbpd77rfffkPDhg2tZOfatWut5E5MTIxVV1bjSz1ZrS9sf/31V9StW9fyofXr11vt5bWU2bNnW4kZkS3Jadn2XeTIwwWS/BcbpB8p8+bNs3jJynoZX3kt+okfb968GXKWt+gvReTImIl9Yof0E8tb6ols4SJF9BM7hJskvER/4VmwYEHrnhX7Ys/+Xrp0qeW7Mh6STBUuMk5ig8QH4SbjKA8ECE+5B26XB9IByBnicr/JLgCyYl/GQ/xD7hcZJ0nAi/9IkXGUXQJkS/xY3g0aNLAerJDt5sU3xS+liH8ULVrUqi87EIj/iD9L0k7uTekrrs+KXbLrpYyZ+KXcJ+Kb8lCA2Bs7p3GO4ByRkjlixIiteOutmpaPSsmR4wKOHk3n+hxRvnx5JoPtUQntDyaDQ+MVtbX5ZSlqh56GkwAJRCOBfPmAuD/ITJoEtGrlHRI5cshjiD595s8H/vvS6oSSjIlOUGYfqgnQb1UTpTwSIAES8AYBOW9Xzt2NLcseX4bbCl3bTjZQiX/G8PhW49GmXBvXjFm4YyFixlxLPkjJmSEnjrwQ53A6DZoxJmqAGqJISZhIglCSdJLgevbZZ9GxY0crKSiJSkkKynm+kuCRRKkkYnv27BliL4GrS2JOEqCStJKEiiQ3459XHLelJN4efPBBTJQHUAF06tQJ3bp1sxJfkkiSJJNsEy1JIim9e/e2trgOpYSyTXQkrwyOv1KVK4NzWG4S6kpsVav+gl2J7fSqv2BXs+tcGRx35buOlarRujI4mJ0GdPA2fWVw/N0aVM0RI0ZcxDPPZLLDWaVKl7F69bVj5LgyOJQo7526TAZ7Zyw8rYkpX5bkg6Z82ZAnpmK3v/E0+AhRjlz1DBS5kqseAkFIjZ9sHT0a6Ngx0YaO+uqFC0D69P66bNgAlCkThGFqqpgSE9XQoJRIIWCK3zo630TK4KZQTzJNIcBEmpMrueoh4C9VfuxL0y8N5Czg2PJ7l99xa75bE+2+5qiaWPrvUvv6580+R+virV37njxj8ww0+9+1lV1Sbsx+I3b0CrzyUhVTU2KiKh5uyHnuuefshOmYMWMCrqaVBJSsJpSVbbKKT1aKyoq8lJYJEyagTZtrD0DI1s6SyE2qDB8+HE8//bRV5Y033rBWKgcqjzzyCGTVrhRZaahyNbMpPsvYmFLvDdyeXNVzJVP1TEUiuUYW11deAd5+26dzy5bA5Ml6bAhFqikxMRSbVdVlMlgVScPlmHKTyROgsrWGbMsiW3iwqCFArmo4xpdCruSqh0AQUuUAkHPnfBU/+gjo0SPRho766p49QKFC/rrIKua8eYMwTE0VU2KiGhqUEikETPFbR+ebSBncFOpJpikEmEhzciVXPQT8pV68fBHp+l/bri+2/NX9L9yS+5ZEu2/0VSPM3jrbvj6owSB0r9Ldte/J49ePR9vv2tr6lMlbBhu6btCKz5SYqBWSRuHyEINsYyxbocoWtLK1bmJFtgKO3eK2V69e1grhlBbZVla2b5UiZ4LKdrVJFdnyWFb/yva4cuZtYr8lxfWrFi1a4Pvvv0+pqnZ7U3yWsVGZS/gJIlf1XMlUPVORSK6RxfWRR4D/nnGyFJcNOoYM0WNDKFJNiYmh2KyqLpPBqkgaLoc3meEDTPNIgARIIJbA1atA6tSA/B9b+vcHXn7ZG4x+/x2oWNGni5wnd/HiNZ0dKoyJDoFmN0oJ0G+V4qQwEiABEvAEgZPnTyLbe9n8dJFVtbK6NrHywMQHMHHjte1upbx656t4q85brtnzxaov0Hl6Z7v/6oWqY+njvpXLOhRjTNRBNXiZcjasPKAvRVbojh8/PtHGsg2snAMqRc7llHNAU1Lk3E4591ZWHcsZoXI2aHJFzq+VBIaciStnjSZVZPvp/fv3W2fVynmmqgp9VhVJyiEBEiABEgiWgBxpvWCBr/YHHwDPPBNsa331GBPDZ8tkcPjsoqqlKTfZxYsXcejQIesp1LRp00bVGOo0llz10CVXctVDIBmpgbZh7tMHGDAg0YaO+urPPwP16/t0yZMHOHjQUVSmxERHobEz1wmY4reOzjeuj5ozCpCpHs7kSq56CPhLPXj6IK4fdL3fm/uf24/rM/u/F7fC41Mfx6g1o+y3elbviYH1Brr2PfmD3z7As7OftfWpX6w+5jw8Rys+U2KiVkgahctvMnn/29WnVatWmDRpUqK9nTx5EtmyXXvgQVb0Tps2LUWaDRkyBM/890u2/B3MOcRZsmSBnK1apUoVrFy5Msn+c+fOba14ltXGsupYVTHFZxkbVXmEvxxyVc+VTNUzFYnkGllcixUDtm/36SzhulUrPTaEItWUmBiKzarqMhmsiqThcky5yeRsggULFiAmJoZnBiv0WXJVCDOOKHIlVz0EkpF68iTw3w8uds2nngI+/jjRho76qqwcaOvbShClSwMbNzqKypSY6Cg0duY6AVP81tH5xvVRc0YBMtXDmVzJVQ8Bf6m7ju/CjUP8VwEff/E4sqX3Xy0ct1XvWb3x4VLfVrsdK3bEBzEfuPY9+c35b+KNBW/YKrYs1RKT2+g9kM6UmOiEj+no48qVK8iZMydOnDiBggULYseOHUiTJk3AruTs3Xvuuce6Juf2Dh06NEUqyWpgOXtY+tuzZ4+dlE5KaPny5bF+/Xpre2hZ1ZwjR46A1aWO1JUiOk+dOjVFusZtbIrPMjYqcwk/QeSqniuZqmcqEsk1srjKCZuyXiS2yOYY1avrsSEUqabExFBsVlWXyWBVJA2XY8pNJl865CkkWRWcKlUqw0fNOfPIVQ9rciVXPQSSkXroUMLzd9u39z8oJJ4IR3112DD/84vvvNN/3xoHoJkSEx1AxS48RMAUv3V0vvHQ+OlUhUz10CVXctVDwF/q34f/xi3D/c8HPv/KeaRL7X+OcNxWb8x/A28ueNN+q1XpVphw/wTXvic/N/s5DP5tsK3PIxUewdgWY7XiMyUmaoWkWXi7du3wv//9z+rljTfewOuvv56gx6NHj1rnBW/878HPWbNmoWHDhna9MWPGoGPHjtZraS9ykiobNmywzwcOJVnbt29fvPvuu5Zo6W/UqFG4To6qiVNkO+smTZrgl19+sd797LPP0Lmzb/vzlOI0xWcZG1PqCYHbk6t6rmSqnqlIJNfI4Xr5MhD/OS05/aBUKT02hCLVlJgYis2q6jIZrIqk4XJ4kxk+wDSPBEiABGIJ7N4NFC7sz+Pee4EpU7zB6LXXgH79fLrIHjVJbC2nQ2nGRB1UKVM3AfqtbsKUTwIkQALOE/hj/x+49dNb7Y6vw3W4/NrlBImquJrF35a5QbEGmP3wbOeV/6/HJ6c9ic9Xf273361aNwxvMlyrPoyJWvEGJXzTpk3Wtstnzpyx6ktytkOHDihWrBgksSpn88o2zjt37rSu16tXD3PnzvWTHWoyuE+fPhg4cKAlQ7amli2qgymyrXXZsmUh5w1LkQR1ly5drHOBL1++bK00lhXLsUnr0qVLY+3atUiXLvGHMoLpN24d+myoxFifBEiABEggJQROnwayZPGXIFtG33RTSqSqacuYGD5HJoPDZxdVLU25yeSLhnzpkA/tmTJliqox1GksueqhS67kqodAMlK3bQOKF/evVKcOMG9eog0d9VXZsvrTT326dOkCfPKJo6hMiYmOQmNnrhMwxW8dnW9cHzVnFCBTPZzJlVz1EPCXumL3Ctw28jb7zYxpMuLMy9eSa4mVkatH4olpT9iXqxeqjnnt5rn2Pbndd+3wv/XXVohKebHWi3i3/rVVmLqKKTFRFx+n5Epyt23bttZ51UmVunXrWslb2Vo6bgklGSyr0W688Ubs3r3bkrN3715r2+dgiyR377vvPmyPe3higMYVK1bEDz/8gCJFigQrOqh6pvgsY2NQwx1yJXINGVmyDcg0WURhVSDXsLAl20gH18OHgTx5/LveuxfInz9ZdbRXMCUmagcVoAMmg92gHoF9mnKTnTx50npCUz6gZ82aNQJHwpsqk6uecSFXctVDIBmpsg1b2bL+lapWBVasSLSho756//3Ad9/5dHn1VeCttxxFZUpMdBQaO3OdgCl+6+h84/qoOaMAmerhTK7kqoeAv9RFOxbhzjF32m/mzJATR144kmTXEzZMQJtJbew6pfOUxrJHlrn2Pfme/92D6Zun2/q8Xfdt9L2jr1Z8psRErZAcEn748GFr2+WffvoJso2znCcp5/nmz58f1apVg2wnfe+99wZc7R5KMnjOnDn2FtOyqveTMB4mPX36NMaOHYspU6Zg3bp1OHLkiKXX9ddfj0qVKqF169Zo06aNdSyZ6mKKzzI2qvaMa/LIVT1XMlXPlL6qh6kurv/+C9xwg7/Ox44B2bPrsyNYyabExGDtVVmPyWCVNA2WxZvM4MGlaSRAAiQQl8CaNUDlyv5MbrkF+Osvb3CKiQEWLvTpMnQo8PTTjurGmOgobnamiAD9VhFIiiEBEiABDxGYs3UOGn7lO0O1QJYC2PPsniQ1nLllJhp/3diuUyhrIfzb+1/XrLprzF1YsGOB3f/Qu4fi6ep6P9sxJro23Ow4TAL02TDBsRkJkAAJkEBYBLZsAUqU8G967hwQwqYaYfUbTCPGxGAoBa7DZHD47KKqJW+yqBpuGksCJBDNBJYuBWrW9CdQoACwJ+kfFh1DVqYM8Oefvu6++QZo29ax7qUjxkRHcbMzRQTot4pAUgwJkAAJeIiArKiVlbWxpWiOotjWc1uSGi7ZtQS1Rtey62RJlwUnXzrpmlVVPq+C1XtX2/3/X/P/w6MVH9WqD2OiVrwUroEAfVYDVIokARIgARJIlMD69UD58v6Xr1wBrrvOfWiMieGPAZPB4bOLqpam3GTHjx/Hr7/+itq1ayO7F/Y1MMSLyFXPQJIrueohkIzUBQuAu+7yr5Qli+w9lWhDR301b14g7rlic+YA9es7isqUmOgoNHbmOgFT/NbR+cb1UXNGATLVw5lcyVUPAX+pkzZOQuuJre03Zcvnjd02Jtn1hgMbUO6Tcn51Dvc4jN+W/ObK9+SSw0ti8+HNtj6TWk9CqzKttOIzJSZqhUThniJgis8yNupxK3JVz5VM1TMVieQaOVxXrgSqVfPpmyEDcPasHv1DlWpKTAzVbhX1mQxWQTEKZJhyk507d85a0VW4cGFkkFmMRQkBclWCMYEQciVXPQSSkTp7NtCoUcJKly8DqVIFbOyYr4oOcgbX1as+PdauBSpUcBSVKTHRUWjszHUCpvitY/ON6yPmnAJkqoc1uZKrHgL+Ur9a9xUe/v5h+81K+Sth9ZO+VbaBdNh1fBduHHKj36V9vfbh5MGTrnxPLji4IPae2mvrM6v9LDQs7tv6WgdHU2KiDjaU6U0CpvgsY6Me/yJX9VzJVD1TkUiukcN10SLgzjt9+ubMCRw5okf/UKWaEhNDtVtFfSaDVVCMAhm8yaJgkGkiCZAACQiBqVOB5s0Tsjh+HMiWzV1GBw8C11/vr8Pu3UDBgo7qxZjoKG52pogA/VYRSIohARIgAQ8RGLl6JJ6Y9oStUc3CNbGk05IkNTx+7jhyDMjhV2dnr524IfsNrliW9d2sOHXhlN33kseWoOYN8Y4sUawZY6JioBSnnQB9VjtidkACJEACJBCHgGzC1zDOs3leOj2OMTF8V2UyOHx2UdXSlJvs4sWLOHr0KHLmzIm0srqMRQkBclWCMYEQciVXPQSSkTpxIvDAAwkr/fsvUKhQwMaO+erGjUDZsv46nD8PpEvnKCpTYqKj0NiZ6wRM8VvH5hvXR8w5BchUD2tyJVc9BPylDl8+HE//9LT9Zp2b6mBeh3lJdn35ymWk6ZfGr86aJ9agYJqCjn9PvnL1ClK/ldpPlz+e+gPlrvffxlo1S1NiomoulOddAqb4LGOjHh8jV/VcyVQ9U5FIrpHDddo04N57ffoWLQps26ZH/1ClmhITQ7VbRX0mg1VQjAIZptxkx44dw4IFCxATE4McOfyfho6CYdRmIrnqQUuu5KqHQDJSv/oKeNi33aBdWxKxpUsHbOyYr8Y/z1jOfj92zHFMpsREx8GxQ1cJmOK3js03ro6Ws52TqR7e5Equegj4Sx20ZBCen/O8/Wbjmxvjx4d+TLbr+KtxZz0wC2c3n3X8e/LJ8yeR7T3/nWf+6fkPiuQokqwNKalgSkxMCQO2jSwCpvgsY6MevyNX9VzJVD1TkUiukcM1/jqRMmWADRv06B+qVFNiYqh2q6jPZLAKilEgw5Sb7PLlyzh//jzSp0+P1Kn9n0COgmHUZiK56kFLruSqh0AyUkeNAh5/PGGlZcuA224L2NgxX500CWjd2qfDzTcDf//tOCZTYqLj4NihqwRM8VvH5htXR8vZzslUD29yJVc9BPyl9l/YH6/+8qr9ZstSLTG5zeRkuy70QSHsObnHrjej7QzcVfgux78niw6iS9xyuM9h5MqYK1kbUlLBlJiYEgZsG1kETPFZxkY9fkeu6rmSqXqmIpFcI4fruHFAhw4+fStXBlat0qN/qFJNiYmh2q2iPpPBKihGgQzeZFEwyDSRBEiABITAiBFA9+4JWcydC9Sr5y6jTz4Bunb16VCzJrAk6XPxdCjMmKiDKmXqJkC/1U2Y8kmABEjAeQKvzHsFby962+64bbmSAa7LAAAgAElEQVS2+KbVN8kqUnpEaWw6tMmuN+H+CWhdNs4Dd8lKUFPhr0N/odSIUn7CLrxyAWlT6z3SiTFRzfhRinME6LPOsWZPJEACJEACwOefA08+6SNx++3A4sXeIMOYGP44MBkcPruoamnKTXbmzBn8/fffKFGiBDJlyhRVY6jTWHLVQ5dcyVUPgWSkfvAB8OyzCStNngy0bBmwsWO+2q8f8NprPh3kAJMpUxzHZEpMdBwcO3SVgCl+69h84+poOds5merhTa7kqoeAv9TnZj+Hwb8Ntt/sWLEjRjcfnWzX1UdWx/Ldy+16IxqNQK2MtRz/nrxyz0pU+6KarUf61Olx7pVzyeqf0gqmxMSUcmD7yCFgis8yNurxOXJVz5VM1TMVieQaOVyHDgV69vTpW7cu8PPPevQPVaopMTFUu1XUZzJYBcUokGHKTXby5EmsWrUKVapUQdasWaNg5JwxkVz1cCZXctVDIBmp774L9O2bsNLYscAjjwRs7Jiv9ugBDBvm06FTJ2DkSMcxmRITHQfHDl0lYIrfOjbfuDpaznZOpnp4kyu56iHgL7X7j90xYsUI+82nqj6Fj5t+nGzXDb9siDnb5tj13ol5BzVR0/Hvyb9s/wV1x9W19cidMTcO9TmUrP4prWBKTEwpB7aPHAKm+Cxjox6fI1f1XMlUPVORSK6Rw3XAAODFF336Nm0KTJ+uR/9QpZoSE0O1W0V9JoNVUIwCGbzJomCQaSIJkAAJCIE33gDefDMhi+HDgW7d3GXUti0wfrxPB/lkKslrhwtjosPA2Z0SAvRbJRgphARIgAQ8ReDxqY9j1JpRtk7P1HgGHzT6IFkd759wP7778zu73usxr+ONu95Itp3qClP/morm45vbYm/KcRO299yuupsE8hgTtSNmB4oJ0GcVA6U4EiABEiCBJAnIz4Ly82BsadUKmDTJG9AYE8MfByaDw2cXVS15k0XVcNNYEiCBaCbw0kvAe+8lJPDOO4Bcc7PUr++/L83gwUDv3o5rxJjoOHJ2qIAA/VYBRIogARIgAY8RaD+5Pb7+42tbqxdrvYh36yf/oNxjUx7D/639P7tdsElk1eZ/ve5rtP++vS22/PXlse6pdaq7SSCPMVE7YnagmAB9VjFQiiMBEiABEkiSQPyfBh96CPjqK29AY0wMfxyYDA6fXVS1NOUmO378OH777TfUrFkT2bNnj6ox1GksueqhS67kqodAMlKfeQYYMiRhJfkkKAnhAMUxX61QAVgX5wfCceOAhx92HJMpMdFxcOzQVQKm+K1j842ro+Vs52Sqhze5kqseAv5S46/wfSPmDbx+1+vJdt1rZi98tOwju97DZR9GuyztHP+e/OnKT/HUjKdsPW6/4XYsfmxxsvqntIIpMTGlHNg+cgiY4rOMjXp8jlzVcyVT9UxFIrlGDtf4Pw26dEpbQGCmxEQ93pC0VCaD3aAegX2acpOdO3cOO3bsQJEiRZAhQ4YIHAlvqkyuesaFXMlVD4FkpHbtCnzyScJK3bv7n9cbp4ZjvlqwILB3r6/nn34C7r7bcUymxETHwbFDVwmY4reOzTeujpaznZOpHt7kSq56CPhLbfZNM8z4e4b95nv13sMLtV9ItuvXfnkN/Rb2s+vdV/I+vFPpHce/Jw9cPBB95vax9WhUvBFmtp+ZrP4prWBKTEwpB7aPHAKm+Cxjox6fI1f1XMlUPVORSK6Rw7VLF+Czz3z6JvGToB6jkpBqSkx0HBwAJoPdoB6BffImi8BBo8okQAIkEA4Bedxv9OiELTt0AMaMCUeimjZXrwLp0wMXL/rkrVwJVKmiRn4IUhgTQ4DFqp4hQL/1zFBQERIgARJQRqD+uPr4efvPtrwhjYagZ42eycoftGQQnp/zvF3PqSRsfMXiJ6XvL3M/JraemKz+Ka3AmJhSgmzvNAH6rNPE2R8JkAAJRDeBRx8Fxo71MXjuOWDgQG8wYUwMfxyYDA6fXVS1NOUmu3TpEk6cOIFs2bIhTZo0UTWGOo0lVz10yZVc9RBIRmr79sDXvrPn7NotWwKTJwds7IivHjsG5Mzp3/8//wBFijiOyZSY6Dg4dugqAVP81pH5xtWRcr5zMtXDnFzJVQ8Bf6m1R9fG4l2+bZU/bfopnqz6ZLJdf77qczw53VevRqEamHHfDMe/Jz8z8xkMWeY7nqRjxY4Y3TzAQ4nJWhRaBVNiYmhWs3YkEzDFZxkb9XghuarnSqbqmYpEco0crg8+CHz7rU/fV14B+vk2ldFjSJBSTYmJQZqrtBqTwUpxmivMlJvs2LFjWLBgAWJiYpAjRw5zB8xhy8hVD3ByJVc9BJKR2ro1MGlSwkr16wNz5gRs7Iiv/v03cMst/v2fPg1kyuQ4JlNiouPg2KGrBEzxW0fmG1dHyvnOyVQPc3IlVz0E/KVW/bwqVu1dZb85pvkYdKjYIdmux68fj7bftbXrlcpVCu/d+J7j35Mfn/o4Rq0ZZevR47Ye+Kix7yzjZA0Js4IpMTFM89ksAgmY4rOMjXqcj1zVcyVT9UxFIrlGDtcWLYApU3z6vv020LevHv1DlWpKTAzVbhX1mQxWQTEKZJhyk12+fBmnT59G5syZkTp16igYOWdMJFc9nMmVXPUQSEbqPfcA06cnrFS9OrB0acDGjvjqkiVArVq+/iUJLMlgF4opMdEFdOzSRQKm+K0j842L4+RG12Sqhzq5kqseAv5Sy31cDhsObrDfHN9qPNqUa5Ns1z/9/ROafNPErlc4a2FseHyD49+T20xqgwkbJth6vHzHy+hft3+y+qe0gikxMaUc2D5yCJjis4yNenyOXNVzJVP1TEUiuUYO10aNgNmzffoOHgz07q1H/1ClmhITQ7VbRX0mg1VQjAIZvMmiYJBpIgmQAAkIgYYNA68ALl0a2LjRPUbySKI8mhhbZHto2SbahcKY6AJ0dpliAvTbFCOkABIgARLwHIGbh96MrUe32nr90OYHNC/VPFk9F+9cjNr/V9uuly19Nhx/8Xiy7VRXaPJ1E/y05Sdb7Hv13sMLtV9Q3U0CeYyJ2hGzA8UE6LOKgVIcCZAACZBAkgRiYoCFC31VRowAunb1BjTGxPDHgcng8NlFVUtTbrKzZ89i27ZtKFasGDJmzBhVY6jTWHLVQ5dcyVUPgWSkxv/EF1u9cGFg166AjR3x1ZEjgSee8PVftSqwYoUriEyJia7AY6euETDFb/+fvfOAcqro4vif3nvvvffee++IUqSD9CooIqAgKB1BQRDETwSkKCgC0qX3ujTpHem9t138zn1L3kuWzW7yMpO8TO6c45Ekc8v85r53s7lvZrxyv/HZLPnGMDOVw525Mlc5BBy1pp+YHlceXdHfXN1qNWplrxWp6SM3jqDg9IJ6vyiIgkPvHkL2bNm9+ndyxVkVsfXSVt2PqXWnokcJ+b80qpITI51o7qAMAVVilnOjnJBkruK5MlPxTEkjc/UfrrQ54J49hr//+x/QsaMc/93VqkpOdHfcIvpzMVgExQDQocpF9vDhQ+zZswclS5ZEwoQJA2DmvDNE5iqHM3NlrnIIRKK1dGlg9+63OyVKRAe8hCvslVgdPdrxgJI6dYCVK32CSJWc6BN4bNRnBFSJW6/cb3w2S74xzEzlcGeuzFUOAUetycclx51nd/Q3N7XbhEqZK0Vq+uL9i8j8bWaHfktLLUXlspW9+ndykRlFcPD6Qd2POY3noE2hNpH672kHVXKipxxY3n8IqBKznBvlxBxzFc+VmYpnShqZq/9wLVgQOHLE8Hf+fOD99+X4765WVXKiu+MW0Z+LwSIoBoAOvsgCYJJ5iEyACTABIlCkCHDQ+FFOhxI1KhAcDESJ4htOdDjJpEmG7bZtgdmzfeIL50SfYGejHhLguPUQIIszASbABCxIIP6o+Hjy6onu2a4PdqFU+lKRenrv2T0kHZfUod+//f5FuoTpIpUV2SHsNtdLmi9B49x2x4KINGani3OiJLCsVhoBjllpaFkxE2ACTIAJhEMgZ07g9Gnjgz/+AN55xxqoOCeanwcuBptnF1CSfJEF1HTzYJkAEwhkAnQ28IkT4RN4/BiIF883dNq0AX75xbD90UfAhAk+8YVzok+ws1EPCXDcegiQxZkAE2ACFiQQfUR0hPwXont2sOtBFEpdKFJPg18HI8aXMRz6HetxDHlS5IlUVmSHVBNS4eaTm7rKv9v8jWpZq4k0Ea4uzonSEbMBwQQ4ZgUDZXVMgAkwASYQIYGMGR1PiqON+WiDPis0zonmZ4GLwebZBZSkKhcZb0chJ2yZK3OVQ0COVo7XSLhmzQqcPx9+p2vXgNSp3/rMK0zpW+fq1YbtMWOAgQPlBEkkWlXJiT6Bx0Z9RkCVuPXK/cZns+Qbw8xUDnfmylzlEDC0hlfQPdHzBHIlz+WS6Xij4uHpq6d638kFJ6NdtXZe3SY67si4eBb8TPdhd6fdKJmupEv+e9JJlZzoCQOW9S8CqsQs50Y5ccdcxXNlpuKZkkbm6j9cU6YEbt0y/N2wAahSRY7/7mpVJSe6O24R/bkYLIJiAOhQ5SKjg+rPnz+PLFmyIE6cOAEwc94ZInOVw5m5Mlc5BCLRmi4dcPVq+J1OngRor5gwzSuxWrw4sH+/Yfl//wM6dvQJIlVyok/gsVGfEVAlbr1yv/HZLPnGMDOVw525Mlc5BAytj18+RoLRCRzMXOh7AZkSZ3LJdJqv0+D64+t635kVZ6JV6VZe+zvZl6uTVcmJLk00d1KCgCoxy7lRTjgyV/Fcmal4pqSRufoP1wQJANoc0NZ27gRKl5bjv7taVcmJ7o5bRH8uBougGAA6+CILgEnmITIBJsAEiEDy5MCdO+Gz2LcPKFbMN5wyZQIuXTJsL1sGNGjgE184J/oEOxv1kADHrYcAWZwJMAEmYDECt5/eRorxKRy8uv7RdaSKn8olT3N/lxsn75zU+y5qugjv5X3PJVkRne4/v48kY5M4qLrc7zLSJ0wvQn2EOjgnSkfMBgQT4JgVDJTVMQEmwASYQIQEYsQAgoONLkFBQOHC1oDGOdH8PHAx2Dy7gJJU5SILCQnB48ePET9+fESLFi2g5lDmYJmrHLrMlbnKIRCJ1rCP/9l337gRqFz5LQVeidW4cekxUsO2Dx9LVCUn+iS+2KjPCKgSt1653/hslnxjmJnK4c5cmascAobWfx/+iwyTMjiYuT/wPhLFTuSS6ZIzS2Lv1b163yk1pqB7qe5e+zv58oPLyPhNRtP+uzRIJ51UyYmeMGBZ/yKgSsxybpQTd8xVPFdmKp4paWSu/sGVisBUDLZvx48DuXPL8d9drarkRHfHLaI/F4NFUAwAHapcZPfv38fmzZtRqVIlJE6cOABmzjtDZK5yODNX5iqHQCRawz7+Z9996VKgYcO3FEiP1SdPgPjxHe2eOQNky+YTRKrkRJ/AY6M+I6BK3Eq/3/hshnxnmJnKYc9cmascAobWM3fPIMeUHA5mng95jljRY7lkuvqc6lh/fr3et2Pajvi66dde+zv52K1jyDctn4OvwZ8HI1pU+Q9tq5ITXZpo7qQEAVVilnOjnHBkruK5MlPxTEkjc/UPrrQ9NK0TsW8XLgC0YZ8Vmio50RcsuRjsC+p+aFOViyw4OBiPHj1CggQJED16dD+cCWu6zFzlzAtzZa5yCESg9fVrIKJdE375BWjV6i0F0mOVvnVmyeJo98EDIGFCryMig6rkRJ/AY6M+I6BK3Eq/3/hshnxnmJnKYc9cmascAobWozePosD3BRzMvB76GlGiRHHJdJNfm2DJiSV6309LfYovq3/ptb+Td/+7G6X/Zxw+Fyd6HDwd8tQl3z3tpEpO9JQDy/sPAVVilnOjnJhjruK5MlPxTEkjc/UPrrdvAykcTyLB9etAKtdOIpEzSDutquRE6aDCMcDFYF9Q90ObfJH54aSxy0yACTABdwnQNsy0HbOz9v33QLdu7mr1vP/evUDJkoaemDGB588BF3/s9NwBRw2cE0UTZX3eIMBx6w3KbIMJMAEm4D0C+6/uR/GZxXWDsaPHxrMhdkdqROJK+z/bY/ah2Xqvj8p8hAk1J3htAH+f+xs15tbQ7aWMlxI3Pr7hFfucE72CmY0IJMAxKxAmq2ICTIAJMIEICfz7L5DB8SQS3L8PJHLtJBLpdDknmkfMxWDz7AJKUpWL7Pnz57hw4QIyZ86M2LFjB9Qcyhwsc5VDl7kyVzkEItBK3+6SJHHeYexY4JNP3vpceqyuXAnUq2fYTZeOlud6HY/NoCo50WcA2bBPCKgSt9LvNz6ZHd8aZaZy+DNX5iqHgKF1+6XtKD+rvP5G4tiJcW/gPZfN9lnVB1P2TNH7N83aFHOazvHa38lLji9Bk9+a6PazJcmGM33OuOy/Jx1VyYmeMGBZ/yKgSsxybpQTd8xVPFdmKp4paWSu/sGVTmXL4XgSibYeI5ZrJ5HIGaSdVlVyonRQ4RjgYrAvqPuhTVUusocPH2Lnzp0oU6YMEvpoe1E/nP5IXWaukSIy1YG5msIWqRBzjQDRjRtA6tTOO3z2GfDll299Lp3p7NlA+/aG3UKFgIMHI51rWR1UyYmy+LBeaxJQJW6l32+sOX1SvWKmcvAyV+Yqh4Chdf259ag+t7r+Rur4qXHto2sum/1sw2cYuXWk3r9SskpY1naZ1/5OnnNoDtr92U63Xzh1YQR1DXLZf086qpITPWHAsv5FQJWY5dwoJ+6Yq3iuzFQ8U9LIXP2D65EjQMGChq+0KV9IiM8253sLmio5UU40RKyVi8G+oO6HNvki88NJY5eZABNgAu4SuHgRyJzZuVTfvsA337ir1fP+EyYAAwYYeqpXB9at81yvSQ2cE02CYzGfEuC49Sl+Ns4EmAATEE5gxakVqL+gvq43c+LMON/3vMt2xm0fh4F/D9T718leBytbrXRZ3tOOU/dMRa9VvXQ1FTJWwJYOWzxV65I850SXMHEnCxHgmLXQZLArTIAJMAHFCYQ9qS1OHODpU+sMmnOi+bngYrB5dgElyRdZQE03D5YJMIFAJXDqFJArl/PRd+gA/PST9+kMHAiMG2fYff99YP587/vxxiLnRJ+hZ8MeEOC49QAeizIBJsAELEjg92O/471F7+me5U6eG8d7HnfZ0xn7ZqDbim56/7IZymJ7x+0uy3vaccy2MRi0fpCupm6OuljRcoWnal2S55zoEibuZCECHLMWmgx2hQkwASagOIGtW4GKFY1B0mlyd+9aZ9CcE83PBReDzbMLKElVLjLajmL//v0oVqyY17a/CoRAYa5yZpm5Mlc5BCLQGnYvmLBd33sPWLToLQXSY7VjR2DWLMNunz7At996HY/NoCo50WcA2bBPCKgSt9LvNz6ZHd8aZaZy+DNX5iqHgKF13uF5aL2ktf6Gu9ssLziyAC3/aKnLZ4mbBQe7HvTa38lD1g/BqG2jdPvN8zXHwvcWysam6VclJ3oFFhuxBAFVYpZzo5xwYq7iuTJT8UxJI3P1D660EV/NmoavadMCV67I8d2MVlVyopmxeyrDxWBPCQaIvCoX2bNnz3D69GnkyJEDcWiPA25CCDBXIRjfUsJcmascAhFo3bcPKFHCeYdatYDVq70fqw0aAH/9Zdilc4vp/GIfNVVyoo/wsVkfEVAlbjk3ig8gZiqeKWlkrsxVDgFD6/8O/A+dlnfS3yidvjR2frDTZbNht5lOEycNzvY+67W/k/us6oMpe6bo/nYq0gkzG8502X9POqqSEz1hwLL+RUCVmOXcKCfumKt4rsxUPFP+fiyHqQyuy5YBjRoZ/mbNCpw9K89/dzWrkhPdHbeI/lwMFkExAHTwRRYAk8xDZAJMgAls2wZUqOCcQ5kywI4d3udUujSwe7dhd/p0oGtX7/vxxiLnRJ+hD9fwpUuXMHnyZKxYsQL071ixYiF79uxo1qwZevTogbhx4wpxePXq1fjhhx+wZ88e3Lp1CylSpEDJkiXRpUsX1K5dO0Ibmzdvxo4dOzTZU6dO4fbt27h37572g3vGjBlRvnx5dOrUSdu5RFbjuJVFlvUyASbABHxDIOyZu5UzV8bGdhtddmbrxa2o+LOxB2Di2Ilxb+A9l+U97dhhaQf8fPBnXU2/0v0wsdZET9W6JM850SVM3MlCBDhmLTQZ7AoTYAJMQHECv/0GNG9uDDJvXuCff6wzaM6J5ueCi8Hm2QWUpCoXWUhIiPaUPv34Gi1atICaQ5mDZa5y6DJX5iqHQARa168Hqld33iF/foC2kg7TpMdqtmzAuXOG1d9/B5o08Toem0FVcqLPAAo0TAXgVq1a4cGDB+FqzZUrF1auXIms9Ciryfbff/+hW7duWiHYWaOC8PTp0xElSpRwu6RPnx5XItlXiWR79eqFb775BlGjRjXprXMxVeJW+v1GOHnrK2SmcuaIuTJXOQQMrV/v+Bofr/tYf6N29tpY1WqVy2YPXT+EwjMK6/2jRomKF4NfIHr06C7r8KRj00VNsfjYYl3F0IpDMbzKcE9UuiyrSk50ecDc0e8JqBKznBvlhCJzFc+VmYpnShqZq39wnTMHaNfO8LVoUWD/fjm+m9GqSk40M3ZPZbgY7CnBAJFX5SK7f/8+aHVOpUqVkDhx4gCZPfnDZK5yGDNX5iqHQARaV64E6tVz3iFTJuDChbc+lx6riRLR4TKG3S1bIl7BLBmcKjlRMibp6g8dOoSyZcvi6dOniB8/PgYNGoQqVapoD30tXLgQM2eGbjWZO3du7N27V+tjpg0ZMgSjRoWeaVikSBF88sknyJYtG86ePYtx48YhKChI+4z6ffXVV+GaoKJ0lixZUKZMGe2oijRp0mhnMl6/fl1bLTxjxgzcuHFDkx04cCDGjBljxtUIZVSJW+n3G+Hkra+QmcqZI+bKXOUQMLSO3DISn200js1onLsxljRf4rLZ8/fOI+tkx4el/u3xL9KlSOeyDk861v6lNtacXaOrGF9jPD4uaxS3PdEdmawqOTGycfLn6hBQJWY5N8qJSeYqniszFc+UNDJX/+A6YwbQrZvha7lyAG0kaJWmSk70BU8uBvuCuh/aVOUie/XqlbZ6KFGiRIgRI4YfzoQ1XWaucuaFuTJXOQQi0LpkScQrbpMkAe7efUuB1Fh98QKIHdvR5vHjVOHzOh6bQVVyos8ACjJMhd9NmzZpK5i2bNmiFVrt2/jx47XCLbXhw4dj6NChbls+c+YM8uTJg+DgYBQvXlyzQ7uL2BoVoukBs3379ml+nDhxQisUh20kH9FKqzt37mhbTp87d077fkJF4qRJk7rtb0QCqsSt1PuNUOL+o4yZypkr5spc5RAwtH6+4XN8tdV4CKlF/hZY8O4Cl83eeXoHyccnd+h/sc9FZEyS0WUdnnQs91M57LhsHD8yvd50dC3unWNAVMmJnvBnWf8ioErMcm6UE3fMVTxXZiqeKWlkrv7B9dtvgQ8/NHytVg34+285vpvRqkpONDN2T2W4GOwpwQCR54ssQCaah8kEmEBgE1i4EHj/fecMaNvAly8BJ1vhSoFHW+umT++o+vZtIFkyKeZcUco50RVKcvvQSl8qnlLr2rWrtkVz2Pb69Wvkz58fx48fR5IkSbSVt+4+CNazZ09MmzZNU71z506UpvOrw7Rdu3bphWja5nnKlCmmBj927Fh8+umnmuxff/2FehGt0jdhgePWBDQWYQJMgAlYmMCAtQMwYecE3cP2hdtjVqNZLnv8KuQVYn4V06H/iZ4nkCt5Lpd1eNKx4PcFceSmcfzIvCbz0LJAS09UuizLOdFlVNzRIgQ4Zi0yEewGE2ACTCAACIwdC7z5aUIbLf008ddf1hk450Tzc8HFYPPsAkpSlYvs+fPnuHz5MjJkyIDYYVeaBdSMih0scxXL06aNuTJXOQQi0Przz0CHDkaHhAkdt2emT549e2ulrtRYPXiQ9uY1fKLz3qkgLeFMVVd5q5ITXR2vFfvZb91MxdhSpUqF6yZtt0zbR1Nbu3YtatSo4fJw6Kxg+r5AZ/3SVtNUVHbW6POTJ0+Czga+dOmS07ODIzL+3XffoXfv3lqXxYsX491333XZV1c6qhK3Uu83roBUsA8zlTOpzJW5yiFgaO29sje+2/ud/kbXYl0xvf7bD0dF5EfckXHxLPiZ3mVLmy2okLWCbNc1/Vm+zYIL943jR5a1WIYGuRp4xbYqOdErsNiIJQioErOcG+WEE3MVz5WZimdKGpmrf3AdPhz44gvDV/ppYvFiOb6b0apKTjQzdk9luBjsKcEAkVflIqMtordv345y5cppW0VzE0OAuYrhGFYLc2WucghEoDXswSC03e3Zs44CN28CKVI4vCc1VtetA2rWNOylTAm8OVvV63zeGFQlJ/qKnwi7FStWxNatWxEvXjzt3CFnWzDTal46V5gabRNN20W72mjLZtuWz85WH9t00ec//PCD9pLk6HxgdxqtYq5cubI2JmpHjx5Fvnz53FERaV9V4lbq/SZSimp2YKZy5pW5Mlc5BAytnZd1xo9BP+pv9C3VF9/U/sYts6knpMaNJ6Fn1lP7s8mfaFSgkVs6zHZOPi457jy7o4tvbLcRlTNXNqvOLTlVcqJbg+bOfk1AlZjl3CgnDJmreK7MVDxT0shc/YMrrQqm1cG21ro1MHeuHN/NaFUlJ5oZu6cyXAz2lGCAyPNFFiATzcNkAkwgsAlMngz07WswoC1xd+1yZHLmDBDOmajSwM2fD7RqZainAtnRo9LMuaKYc6IrlOT2SZEiBW7fvo1ChQrhIK0ed9Lu3bunn73btGlT/Pbbby47tmLFCtSvX1/rP2nSJHxof2hOGC30ef/+/bV3Sa5u3bqR2gkJCdHOBg4KCsKECROwefNmTaZatWr4W8KBPBy3kU4Jd2ACTIAJ+BWBNkva4JfDv+g+Dyw3EGOqj3FrDDmn5MTpu6d1md+b/Y4meZq4pcNs51hfxeqMEysAACAASURBVMLLkJe6+L7O+1AsbTGz6tyS45zoFi7ubAECHLMWmAR2gQkwASYQIATopw86N9jWOnUCZs60zuA5J5qfCy4Gm2cXUJJ8kQXUdPNgmQATCFQC48cDn3xijL52bdpbF3j92ngvKAgoXNh7hOgbqH0RrnJlYONG79kPxxLnRJ/i17aWihMnjuYEnatL5+tG1OLHj48nT55o5/3SSmFXG51D3L17d637okWL8N577zkVpW2dqdhMjeRopbCzFiWCM7cLFy6M5cuXa9tNu9soLiNq165d089ZpiMzzNhw1yfuzwSYABNgAvIINF3UFIuPGXv2Das0DF9UttvTzwXTxX8ojv3X9us96cxhOntYdqMiMBWD7dvJXieRM1lO2aY1/fxdziuY2YhAAhyzAmGyKibABJgAE4iQQLduAG0caGu9egFTplgHGudE83PBxWDz7AJKUpWL7NGjR9oKnCJFiiBBggQBNYcyB8tc5dBlrsxVDoEItH71FfD550aHRo0AWq14/77x3pYtQAXHs+SkxupnnwEjRxr2qeDmxupOGQxVyYky2HhD561bt5CStgsH0Lx5cyxcuDBCs6lSpcLNmzeRP39+HDlyxGUXx48fj0/ePByxatUq1KaHI5w0+ty2GphW+X700UdO+4ZXDI4bN662OrhDhw6IHTu2yz7ad4yoyBxW4bFjx5AnTx7t7YcPHyJGjBhagZ1WK9P1TNtv03tUeH/x4oV+tAZ9Fi1aNJC/tLU1ydr6Ur9nz54hceLEmt7Hjx9rZyfT53T+Mm0JRnIxY8bEy5cv8fTpU00v9aFiPTVX+tJc/vPPPyhevLj2XY62CSffY8WKhVevXmm6EiZMiKhRo2o2aEy273zkA/Ujxra+9BmNiXyn90jWxoV8pb7BwcHaeCLqG5YhPYRA25dHxNCXvGlOyEdqV69exalTp1CsWDGND3GzMSSe9n2JITFxl7c7DG19bQzDmxszvMOLWZof29Ex9jFr62uLWTPxTTFIOxfQmeKkx8ZbVMxGFN/u8LbFoX3M0jVqfy1Y6R5B9519+/aBHp5JmjRpuPcT+5gVxduK94g6c+tg9bnV+i1+aNmh+KzyZ9r929WYrb2gNjZeMB6yG1t5LHoW7+lw3dsztN2/Pb1H3Hl6B8nHJ3dIT8c7HUeO1Dmc3pNtcSjiHkH5LEOGDJp9fkDK1NcOFvIyAVX+/pD6d6OX58RK5pir+NlgpuKZkkbm6h9c27UD5swxfB0wABg3To7vZrSqkhPNjN1TGS4Ge0owQORVucjoR5OTJ08iV65c2o8y3MQQYK5iOIbVwlyZqxwCEWgNW3ht3hzYsYN+JTOEaBVmvXoOSqTGKq2wfHMWq2a0Rw9g6lSvo7E3qEpO9ClED4zTj7YZM2bUNLRp0wZz7P9KCUcv9SUZOv/3DG1z7mL78ssvtXOGqa1fvx5Vq1Z1KrlhwwZte2dqJPcZXUtOGp0HTI0KMDdu3MDGjRu11cRUiOzcuTPGjRun/ZDvbnOnGDx37ly0poN/QAvtNyJZsmQoWLCgVvCksZYrVw7JkyfH6dOntf9she4tW7ZoBVF6qI6KaGvWrEGpUqWQOnVq7axkKtI2aNBA07t9+3atYEhFWxrbypUrtX+nS5cOly5d0h7Oo75UMNu9e7cmQ7qoCEero8kGzd2VK1e0wg/5QFx27dqlFYDp3Gj6Lkd96XzlrFmzattuk65atWppBUuyQT84UF9q5EOOHDm0/2ibcfKR5o2KYIcPH8adO3dQpUoVrS+NLVOmTFohj7Ybp7HTuc5UOKRiOhVQq1evrvWlbb3TpEmj+UGFKmJaoUIFrVBF3zvPnz+vP0ywadMmJEmSRNvinO6d69atQ5kyZbQHHCg+qT+teKdmOxe7aNGiWmFn9erV2upusnXhwgXN54YNG2p9d+zYofEpUaKEVrym7cqpuEsrwCn+Dxw4oG17ToXvPXv2aJxptTy1pUuXar5Sf2K7d+9e1KlTRyvc79+/XyuUly9fXutLK/HpQQK6nqgwT6vta9asqRXkqfBJxeJKlSppfekhCeqXM2dOje22bdu064hiiK4DkrddV2vXrtUKM6SbfKBt00kPPVxw/PhxbQxkhxpdb8SLHvCg+aXX5B/FMRW1z549q/lPjfTQnFHhkMZBdmy8qR/ptm0HT/7ROIgDFbzIf+KZNm1aXLx4URtfI3pICnSCwi4tdmk+6FomLjRPNAbKEcSNxkZzStcKFSdt55cvW7ZMu94yZ84MWrFP80EPm9D1QvNEBXiKH2o0j/R3S/bs2XXeNWrU0GL/0KFDWmxSXFKj+KDzyqn/3bt3tfiheKaiHV2bZMs+ZmlcefPm1eaM4pKuE4rNEydOaOOl68iK9wjbfYquN+IS9h5B9wu6Xug+Rk3le0SJySWw794+bZzUOqbtiK/qf+XWPaLXtl5YenKprmNo+aGol6DeW/cIuobonkj3PhH3iAv3LyDLt1l0u/SPBQUWoF6Nel65RxQoUICLwQ70+YXVCajy94fUvxutPokS/WOu4uEyU/FMSSNz9Q+u9FOg/RoMWjMyYoQc381oVSUnmhm7pzJcDPaUYIDI80UWIBPNw2QCTCCwCdDjfhMmGAzatgX27QOOHTPeW7AAaNHCe5yaNAGWLDHsUXFu+HDv2Q/HEudEn+KHv68MDo8eFbqo8EVFQyr0UBGKinbuNHe2ifbnlcFhV6qqvOpP5kpsZysnRa36o9i1X4ntzkpVEav+bKt9I2Moc2Ww/cp3GStVA3VlsCs7DcjgbcWVwWV/LIudV4zjD76u8jV6l+nt1srgTis6Ye7huXq6GVB2AIaVHSZ9ZfCRG0dQcHpBhzR3p88dJEqYiFcGu5P8uW/AEOC/PwJmqnmgTIAJMAGfE6DnX5ctM9ygzfoGD/a5W7oDnBPNzwUXg82zCyhJVS4yWgVBP3LRSgd6mp+bGALMVQzHsFqYK3OVQyACrX36OB4E0rkzQNvq7tplCNEqXXrfrkmNVVodtW2bYY0OKqEDS3zYVMmJPkTokWl/PzPY2eDtt5qeMWMGunTp4hGnsMKqxK3U+41Q4v6jjJnKmSvmylzlEDC0lphZAvuuGiuDzZz322tlL0zda+y40qVoF8xoYHdInKRB7Li8A+V+Cl29TS1+zPh4NOiRJGtvq1UlJ3oNGBvyOQFVYpZzo5xQYq7iuTJT8UxJI3P1D660QdDatYavX38N9O8vx3czWlXJiWbG7qkMF4M9JRgg8qpcZGG3nQuQ6ZM+TOYqBzFzZa5yCESgNeyWzFR0PXkSWLfOEKKVw2HOQ5Uaq7lzh/pga3Q+LO1Z48OmSk70IUKPTadIkULb5pe22qWtW5012kKVtr+l1rRpU/zmxnnTtO2rbcvjSZMm4cMPP3Rqhz7v/+avI9rW1batsjsDtZ1tS6vPaHUwbWcrsqkSt1LvNyKB+5EuZipnspgrc5VDwNBa4PsCOHoz9OgBagveXYAW+d3bvWXI+iEYtW2UruPdnO9i8fuLZbuONWfWoPa82rqdNPHT4OpHV6XbtRlQJSd6DRgb8jkBVWKWc6OcUGKu4rkyU/FMSSNz9Q+udMrS1q2Gr9OmAd27y/HdjFZVcqKZsXsqw8VgTwkGiLwqFxmdWUdnltGZYmbO4wuQ6XZ7mMzVbWQuCTBXlzC53Ym5RoCsfXtg9myjAxV9z58H/vjDeG/YMOCLLxyUSGWaLBlw965hb/16IIKzW90OCBMCquREE0O3jAidbWk7T5X+oIwePXq4vtF5prZzOun83+FubDFOZ+DSeafUunbtqp3r66zR5z+8Odua5OjcTjONztOl8xjpjFU6O1ZkUyVupd5vRAL3I13MVM5kMVfmKoeAoTXHlBw4c/eM/saS5kvQOHdjt8yO3TYWn67/VJepk60OVrZe6ZYOM50XH1uMpoua6qI5k+XEyV5i815EfqmSE82wZxn/JKBKzHJulBN/zFU8V2YqnilpZK7+wbVkSWDvXsPXn34COnSQ47sZrarkRDNj91SGi8GeEgwQeb7IAmSieZhMgAkENgE6C/jXXw0GQ4YA//7rWCCm1Y+0R4w3WnAwECOGo6XDh4ECBbxh3akNzok+xa8ZHzx4MEaPHq39e9euXShVqlS4To0ZMwaDBg3SPluzZg1q1qzpsvN05mT69Om14mzu3Llx/Phxp7J58uTBiRMnQMVcOv83SpQoLtuxdaRjLBIkSKAdZ1G0aFHs37/fbR0RCXDcCsXJypgAE2ACPieQYVIG/PvwX92PVa1WoXZ2Y7WtKw5+v/d79FjZQ+9aPmN5bO1gtxTEFSUm+swKmoWOyzrqksXSFMO+LsaW1yZUuiXCOdEtXNzZAgQ4Zi0wCewCE2ACTCBACBQsGHpinK3Nnw+8/751Bs850fxccDHYPLuAklTlInvx4gWuXLmi/VgbK1asgJpDmYNlrnLoMlfmKodABFrfeQf480+jw4gRwK1bjucId+oEzJzpoERarN64AaRO7ejwtWtvv+dlUKrkRC9jE2puz549egHY2apdOo8of/78WhE3ceLEuHnzptu7gvTo0QPff/+95jutMi5duvRb46BidJkyZbT3qf/UqcbZi+4MetGiRWjWrJkm0q5dO/z888/uiEfaV5W4lXa/iZSguh2YqZy5Za7MVQ4BQ2uK8Slw++lt/Y2N7TaicubKbpmdd3geWi9prcsUSFEAh3scdkuHmc6Td09G39V9dVHym/z3VlMlJ3qLF9vxPQFVYpZzo5xYYq7iuTJT8UxJI3P1D645cwKnTxu+0maB9HOhVZoqOdEXPLkY7AvqfmhTlYuMtpKkbSUrVKig/TDMTQwB5iqGY1gtzJW5yiEQgda6dYFVq4wOY8cCDx4Ao4yz5LTzeuncXrsmLVb/+QfIn9/R4Zcv314t7GVQquREL2MTbs62VTRtEb1lyxa9IGszNH78eHzyySfay2HDhuGLMNubb9q0CVWqVNE+d1Z8PXXqFPLly4fg4GAUL15csxMnThx9LHS+L/mxb98+bavqY8eOIUeOHA5j/fvvv5E5c2Zkz57dKQOSq1atGq5fv671IRl6LbKpErfS7jciYfuZLmYqZ8KYK3OVQ8DQmmB0Ajx++Vh/Y+cHO1E6/dsPLUXkx/KTy9FwYUO9S8aEGXGx30XZrmPklpH4bONnup0GORtg2fvLpNu1GVAlJ3oNGBvyOQFVYpZzo5xQYq7iuTJT8UxJI3P1D64ZMoRuEmhr9DNhbfc2n5Ez0DdaVcmJUiE5Uc7FYF9Q90ObfJH54aSxy0yACTABdwlQ8WnDBkPqm2+AZ8+AN9vsah9QwXjFCnc1m+u/aRPwplinKUiSxPH8YHNaPZbinOgxQiEKgoKCUK5cOVBBNn78+NrW0VTcpdcLFy7Uz/Cl83epWEtbMNs3V4rB1J+2mabtpqkVKVIEAwcO1M4SPnv2LMaOHQvyw9ZvlP2DE2+MURH6q6++0oq7tWrVQsGCBZEsWTKtwHzx4kWsXbsWc+fOxfPnzzWJDh064Cc6lEdw47gVDJTVMQEmwAR8TCDGlzEQ/DpY9yKoaxAKpy7sllebL2xG5dnGauKkcZLizid33NJhpvOnf3+KsdvH6qItC7TEvCbzzKgyJcM50RQ2FvIhAY5ZH8Jn00yACTCBACOQIgVw29h8Bhs3ApXd23xGKjHOiebxcjHYPLuAkuSLLKCmmwfLBJhAoBIoXx7Yvt0YPW2P+/o10LOn8R712Sr/LDnN4KJFwJttc7XXtFfNyZM+nx3OiT6fAt2B5cuXo3Xr1nj48GG4TlEheMWKFeGuynW1GEzbTXfu3DnCAu0HH3ygFZ+jRo36lh9UDB4+fHik0KJFi4b+/ftrZyHTv0U3jlvRRFkfE2ACTMB3BKgITMVg+3a853HkTp7bLaeCrgWh6A9FdZnoUaPj5WcvESVKFLf0uNu518pemLrXOFaha7GumF5/urtqTPfnnGgaHQv6iADHrI/As1kmwASYQAASoOfoHxubz2DnTiCcE7N8RoZzonn0XAw2zy6gJFW5yB4/foxDhw6hUKFC2ioibmIIMFcxHMNqYa7MVQ6BCLQWLw7s3290mDULoKJU27bGe4UKAQcPOiiRFqvTpjkWosuVA7Zt8zqWsAZVyYk+BynIAVpd++2332pFX5qbmDFjasXfpk2bolevXogbN264llwtBtuEV65cqRV89+7di9u3byN58uQoUaIE6MziOnXqOB0NFarJ1oYNG0BnHV+7dg03btwAFZnpyIrcuXOjUqVKaNu2rbbiWFZTJW6l3W9kgfcDvcxUziQxV+Yqh0Co1icvnyD+aMe/Z8/3PY/MiTO7Zfbs3bPIPsXxGIOng58iTgzjSAS3FLrYud2f7TDn0By998dlPsb4muNdlPa8myo50XMSrMFfCKgSs5wb5UQccxXPlZmKZ0oamat/cI0eHQgJMXylnwDpp0CrNFVyoi94cjHYF9T90KYqF9mTJ09w/Phx5MmTB/HixfPDmbCmy8xVzrwwV+Yqh0AEWgsUAI4eNTrMnw/Q+ajvvGO8lzUrcPasgxJpsUqrKe3PeW3cGFiyxOtYwhpUJSf6HCQ74FUCqsSttPuNV2fDWsaYqZz5YK7MVQ6BUK13nt5B8vHJHUxc++gaUsdP7ZbZ209vI8X4FA4y1z+6jlTxU7mlx93OTX5tgiUnjO90wysPx9BKQ91VY7q/KjnRNAAW9DsCqsQs50Y5ocdcxXNlpuKZkkbman2uwcFADMfNZ3DiBJArlxzfzWhVJSeaGbunMlwM9pRggMjzRRYgE83DZAJMILAJ0DbMp08bDH7/HUicGKCzhG0teXLg1i3vcOrdG/juO8NWp07AzJnesR2BFc6JPp8CdsAEAY5bE9BYhAkwASZgUQJXH11FuonpHLy7N/AeEsdO7JbHL4JfIPbI2A4yJ3udRM5kOd3S427nGnNr4O9zf+tiE2tORL8y/dxVY7o/50TT6FjQRwQ4Zn0Ens0yASbABAKMAG0PTdtE27cLF4BMmawDgnOi+bngYrB5dgElqcpF9t9//yE4OBjRo0eXfg5SIAUIc5Uz28yVucohEIFW+nZ36ZLR4a+/gJQpgZIljfdixQKeP3dQIi1WW7UCaHWyrQ0cCIwZ43UsYQ2qkhN9DpId8CoBVeJW2v3Gq7NhLWPMVM58MFfmKodAqNZz984h22THowWeDXmG2NEdC7uu+BD7q9h4EfJC77q3814UT1vcFVHTfUr/WBq7r+zW5Wc2mIlORTuZ1ueuoCo50d1xc3//JaBKzHJulBODzFU8V2YqnilpZK7W53r7NpDCcdMYXL8OpJK7aYxbYFTJiW4NWlBnLgYLAqm6GlUusvv372Pz5s3a2Xx0Th83MQSYqxiOYbUwV+Yqh0AEWunb3c2bRod164D06YE8eRyFXrwAYsbU35MWq3XrAqtWGbapEEwFYR83VXKijzGyeS8TUCVupd1vvDwfVjLHTOXMBnNlrnIIhGo9dusY8k3L52Di9dDXph54Tjk+JW49NXZ9Wd92PapmqSrTfc13GoOtLXx3IZrnby7Vpr1yVXKi14CxIZ8TUCVmOTfKCSXmKp4rMxXPlDQyV+tzvXwZyJjR0c8HD4CECeX4bkarKjnRzNg9leFisKcEA0RelYvs5cuXuHXrFlKkSIGYdoWMAJlGacNkrnLQMlfmKodABFrpIRn6lmdrW7cCdEZwOsdtCEGPCiZLpneTFqtlygC7dhn+zJgBdOnidSxhDaqSE30Okh3wKgFV4lba/cars2EtY8xUznwwV+Yqh0Co1gPXDqDYD8V0E7GixcLzzxx3bnHVfvbJ2XH23lm9+5LmS9A4d2NXxU31yzgpIy4/vKzLrmi5AnVz1DWly4yQKjnRzNhZxj8JqBKznBvlxB9zFc+VmYpnShqZq/W50slxdIKcfQuzHkTOINzQqkpOdGPIwrpyMVgYSrUV8UWm9vzy6JgAE2ACGoE4cRy3gN6zB8id++1HAM+fBzJnlg+NbJ88adj57TegaVP5diOxwDnR51PADpggwHFrAhqLMAEmwAQsSmDH5R0o91M53btEsRLh/qf3TXlbdEZRBF0P0mVnN56NtoXamtLlqlCSsUlw/7nh75b2W1AhUwVXxT3uxznRY4SswMsEOGa9DJzNMQEmwAQClMCRI0DBgsbgo0QBQkIA+r9VGudE8zPBxWDz7AJKUpWLjJ5Aun79OlKnTs0rgwVGMHMVCNNOFXNlrnIIONH6339AtGh0iIvR4dAhIH/+0Pft2+HDQIEC+jvSYjXsttVr1wI1angVS3jGVMmJPgfJDniVgCpxK+1+49XZsJYxZipnPpgrc5VDIFTrhvMbUG1ONd1EqnipcP3j66ZMVv65MjZf3KzLTqkzBb1K9jKlyxUhOi8wxpcxEPJfiN49qGsQCqcu7Iq4kD6q5EQhMFiJXxBQJWY5N8oJN+YqniszFc+UNDJX63PduxcoWdLwk9aMPH0qx2+zWlXJiWbH74kcF4PD0Fu1ahXq0hmFb9qwYcPwxRdfeMLYQfb48eP46aefsGbNGly+fBnPnz9HqlSpkD17dlStWhUtW7ZE5nBWWz18+BArV67E+vXrsX//fpw7dw5Pnz5FokSJkC9fPtSvXx+dOnWSdg6uKhcZn00gLJQdFDFX5iqHgBytHK9OuL565XAOsNbrxAkgV67QlcGPHhmC27YB5YzVKFKYUlE6ViyA/LI1+lZavLicwHBDqyo50Y0hc1cFCKgSt1LuNwrMrydDYKae0HMuy1yZqxwCoVpXnl6JevPr6SYyJcqECx9eMGWy4YKGWH5quS47supIDK4w2JQuV4SevXqGuKPiOnQ90/sMsiXN5oq4kD6q5EQhMFiJXxBQJWY5N8oJN+YqniszFc+UNDJX63PdsgWoVMnwM2lS4M4dOX6b1apKTjQ7fk/kuBhsR+/JkydaYfXixYv6u6KKwfT06+eff46xY8ciODjY6ZxNmjQJH374ocPnVKB+55138II2aI+gUVF5wYIFqFKliicxEa6sKhcZzQP9FyVKFO0/bmIIMFcxHMNqYa7MVQ4BJ1qp2EtFX/t24QKQKVPomcFXrxqfrFoF1K6tv5YSq/ToYbx4jv6cOQNk894Phc74q5ITvRpfbMznBFSJWyn3G5/Pjm8dYKZy+DNX5iqHQKjWP47/gXd/e1c3kStZLpzodcKUyTZL2uCXw7/osgPLDcSY6mNM6XJF6OaTm0g1IZVD1+sfXUeq+I7vuaLLbB9VcqLZ8bOc/xFQJWY5N8qJPeYqniszFc+UNDJX63OlDflq1TL8TJsWuHJFjt9mtaqSE82O3xM5Lgbb0evfvz+oGJsyZUrcvHlT+0RUMbhz58748ccfNZ2FChXCBx98oP0/Tpw42grhY8eOYfHixejQoQP69u3rMKe//PIL2rRpg6hRo6JGjRqoXbu2Jps4cWJQ8M+bNw+//vqrJhM3blxs374dhQuL3WKJLzJPLjOWZQJMgAn4AYHbt4EUKRwdvXYNSJ069Nxgb5/dS98206d39IceR6THEn3cOCf6eALYvCkCHLemsLEQE2ACTMCSBOYfmY9Wf7TSfSuUqhAOdjtoyteeK3pi2r5pumy3Yt3wff3vTelyRejs3bPIPiW7Q9cng58gbgzH1cKu6DLbh3OiWXIs5ysCHLO+Is92mQATYAKBRWDZMqBRI2PMWbMCZ89aiwHnRPPzwcXgN+wOHDiAkiVLInr06JgyZQq6dOmifSKiGEzbQlPxlxqt+v3666+1wm54jfbOjxkzpsNHVOjduHEjBg8ejIwZM4YrRz736dNH+4y2m6btpEU2VS4yWv199OhR5M+fH/HCrjgTCSzAdDFXORPOXJmrHAJOtIZXfL17F0iSJPTAENqi2dbo4aY3eY3ekhKrR486nEusmaadNcKeX+xVSKHGVMmJPkDHJn1IQJW4lXK/8eG8WME0M5UzC8yVucohEKr1p6Cf8MGy0N8YqJVKVwq7Ou0yZXLQ34MwZruxErhlgZaY12SeKV2uCB28fhBFZhTRu0aNEhXBnwd7decuVXKiK7y5jxoEVIlZzo1y4pG5iufKTMUzJY3M1fpcab1hixaGn/nyAfTznJWaKjnRF0y5GAwgJCREKwRTQXj48OGoWLGivtWyp8XgR48eIVOmTLh37x4qV66sFXVltRIlSmDfvn1aoZlWNidLlkyYKVUuMk46wkLCQRFzZa5yCMjRyvHqhOu5c29vwfzkCW05AVSrBmzYYAhOmkRPN+mvpTDduhWoWNGwmSgRHTAjJyjc1KpKTnRz2NzdzwmoErdS7jd+Preeus9MPSUYvjxzZa5yCIRqnbZ3Gnqu7KmbqJSpEja132TK5OitozF4g3FGcP2c9bH8feMMYVNKIxDaenErKv5sfMdLFCsR7n/q3e94quRE0XPD+qxLQJWY5dwoJ8aYq3iuzFQ8U9LIXK3PdfZsoH17w89ixYB9++T4bVarKjnR7Pg9keNiMIAJEyZgwIAByJkzJw4fPoydO3cKKwZPnz4d3bt31+Zo06ZNqGR/ArcnMxeOLI2BxkJt7969KF68uDALfJEJQ8mKmAATYALWJHD8OJA3r6NvtpW4jRsDS5can40YAXz+udxxhN2bJnNm4Px5uTZd1M450UVQ3M1SBDhuLTUd7AwTYAJMwCMCE3dOxEdrP9J11MpWC6tbrzalc+qeqei1qpcuWzFTRWxuv9mULleEVp5eiXrz6+ld0ydMj8v9LrsiKqwP50RhKFmRlwhwzHoJNJthAkyACQQ4gRkzgG7dDAjlygHbtlkLCudE8/MR8MXgCxcuIF++fHj69Cn+/vtvVKtWTSvaVqlSRaPq6cpg0rdhwwbtHOIbN25oOumwdPo3PQ2TKlUqxI8f3/wM2knSNtG0XTS1/fv3o2jRokL0khJVLjI+qF5YSDgoYq7MKnIlsQAAIABJREFUVQ4BOVo5Xp1wDQoC7PNG9OjAq1ehndu2BebONQQHDADGjdNfS2Ea9nHEIkWAAwfkBIWbWlXJiW4Om7v7OQFV4lbK/cbP59ZT95mppwTDl2euzFUOgVCto7aOwpANQ3QTDXM1xNIWdg/uuWF87qG5aPtnW12icOrCCOoa5IYG97r+evRXtPjd2H8wT/I8ONbzmHtKPOytSk70EAOL+xEBVWKWc6OcoGOu4rkyU/FMSSNztT7Xb7912AhQ2yjw77/l+G1Wqyo50ez4PZEL+GJwnTp1sHr1arRq1Qq//PKLxlJUMfj169dInDgxaKvohg0bYtGiRRg9ejRmzJiBa9euabaiRImiFW379u2L1q1be3ROTqFChbSVzXTu8Z07d5AwYUJPYsNBVpWL7P79+9i8ebO2QpvmhpsYAsxVDMewWpgrc5VDwInWXbuAMmWMD+lc9cePQ1/37AlMm2Z81rUrMH26/lpKrH7zDdCvn2GzalVg/XqvInFmTJWcaAmY7ITXCKgSt1LuN16bBWsaYqZy5oW5Mlc5BEK1Dt04FF9u+VI30SxfM/z63q+mTC49sRSNf22sy2ZNkhVn+5w1pcsVoR8P/IjOyzvrXUumK4ndnXa7Iiqsjyo5URgQVmR5AqrELOdGOaHGXMVzZabimZJG5mp9rmPGAIMGGX7Wrw8sl3d6iCkgquREU4P3UCigi8Hz58/XisBUFDxx4oS2SpeaqGLwxYsXkZm2tQTQqVMnHDlyBLt3O/8jp1mzZpg3b55WzHW3rVixAvXp6gRQr149/PXXX26poIsookbFazpXmdrly5eRPn16t/RbpfPLly9x/fp1pE6dGjFjxrSKW37vB3OVM4XMlbnKIeBE6+bNQOXKxodJkwJ37oS+/vRTYOxY47OWLYF58/TXUmJ12DCAtqO2tXffBRYv9ioSZ8b4i6clpoGdcJOAKnEr5X7jJkvVujNTOTPKXJmrHAKhWj9Z9wnG7xivm2hbqC1mN55tyuTG8xtRdU5VXTZ53OS4NeCWKV2uCE3aOQn91/bXu1bLUg1/t/XukhNVcqIrvLmPGgRUiVnOjXLikbmK58pMxTMljczV+ly/+AIYPtzw8733gEWL5PhtVqsqOdHs+D2RC9hi8N27d5EnTx7cvHkT33//PbrZbYYuqhgcFBSkb9UcK1YsvHjxQrM5fvx4/exgsvXxxx/j5MmT2jwOHDgQY+gRDDcajYVWF1PxOVq0aNp5wUVoO003Gq1QdrUdO3ZMGwe1hw8fIkaMGIgTJw5CQkK0VdDx4sXT3nv+/Lk25kSJEml96TPyL27cuKBV0yRr60v9nj17pq/Wffz4sbZKmj6nLSQePHigyVEBlxIHbetNeqkPbbdNzdW+pM+2NTc9kUS+0/y8evVK00UrqqNGjarZoDElSJBA008+UL/YsWPrfekzGhP5TvK21dg0NvKV+gYHB4PGE1HfsAzJP3ooICKGvuTtjKFtbmwMiad9X2JITNzl7Q5DW18bw/Dmxgzv8GKW5scW3/Yxa+tri1lP41tGzEYU3+7wtsWhfcxSHNhfC3yP8I97xNM//0R8Kri+aa9Tp0bUN7tYvBg2DLHsCrOvatfGf0uXOr0ni7hHhPTqhWhTp+r+BLdvj2eTJ4d7T3YnZkXcIyifZciQQfPNnx+QcjXvcz81CPAfTGrMI4+CCTABJkAE+qzqgyl7Qo+IotalaBfMaDDDFJz9V/ej+MziumzMaDHx4rMXpnS5IjRi8wgM2zRM79o4d2Msab7EFVFhfTgnCkPJirxEgGPWS6DZDBNgAkwgwAmEXQvSurXjqXFWwMM50fwsBGwxuGPHjpg1axZKlSqFHTt2aMU/WxNVDN62bRsqVKig66Ufjg8ePIiktNrKrt2+fRu0xfPVq1e1H9bPnTuHdOnSuTSrVIihFcG01TU1s2ccu1MMnjt3rralNbWNGzciWbJkKFiwoFbwXL9+PcqVK4fkyZPj9OnT2n9169bV+m7ZskX7EZ8K1VREW7NmjcafVunSmP/55x80aNBA67t9+3atYFi8eHGtyLpy5Urt38Tl0qVLoEI79aV5s622Jl1UhFu+fLlmI2PGjLhy5Qr27dun+UAFqT179mh+li9fXmNNfenM6KxZs2orhklXrVq1tIIl2aAf/CtWrKj5RD7kyJFD+4/mjHykM6GpCEbbc9PW3LazpmlsmTJlQu7cuXHv3j1t7JUrV9YKh1RMp7muXr26ppfOqk6TJo3mBxWRiSnFDcUJPSRw/vx51K5dW+tLsZkkSRItXqiYt27dOpQpU0Y7k/rMmTNaf1oZTm3r1q1agZweFKBiJMUIre4mW3RWNvlM25dTo2uA+JQoUUIrXtNK82LFimkrwKnQceDAAS3OqPBNDIlz6dKlNdmlS5cif/78GjOKR+JG268TXzq7moqxxJsarVinBwmyZcumPYixc+dO1KxZUyvI07VBxWLawpvaqlWrtH45c+bU2NL1VLVqVS2Gjh49qsnTa2pr167VCjOkO+yWI8ePH9fGQHao2c7wJp9pfuk1+UdxfOrUKZw9e1bznxptKU5zVrhwYW0cZMfGm/qRbtuKfPKPxkHcqBhK/hPPtGnTag9q0PgaNWqk6d21a5cWuzQfxIy40DzRGCihETeaR+JMfYk7XVfUli1bpl1vtOsArdin+aD4oOuF5okK8Lb7Ds1jrly5kD17dp13jRo1tAcrDh06pMUmxSU1io8sWbJo/ekBE4ofimcq6tK1SbbsY5bGlTdvXm3OKC7pOqHYpF0WaLx0HVGz6j2C+FG83Lp1y+EeQfcLul5svAPpHhE0YgRKjxqlzRu1JylTIt6bs+7P9euHrLRt85t2O18+PF+92uEeQTFMO2xQrIe9R9A1RPdEuvfRA0uu3COeN22K2HYrgW+2bYvjHTta4h5RoEABLgbr0cD/8BcCqvzBRDmW7t0pUqTgXV4EBR8zFQQyjBrmylzlEAjV2mV5F8w8MFM30adkH3xb51tTJs/cPYMcU3I4yD4b8gyxo8c2pS8yobCrmtsUbIM578yJTEzo56rkRKFQWJmlCagSs5wb5YQZcxXPlZmKZ0oamav1ufbtC0yebPjZqRMw0/jKKWcAbmpVJSe6OWwh3S1dDKaiFBWoPG1U9G3fvr2uxlbspQIL/fBPP1LbN1HFYNJNxSBbmz59OrrSOYvhtKlTp6JXr17aJ5MnT0bv3r1dGjbp++GHH7S+VDyiwhyNy93mzjbR/rwy2FY8s50ZzCuDQ89NdncldthVf1Swp4Jy2bJltWuWVwaHrnz3dGUwFVqpIG0rKtNciYrZQF4ZTPc7KpzTfYDmKOxOAzJWYvvD7gHP5sxBvA4d9PQRkjMnor3ZteL59OmI3b27/llwoUJ4vWePvjL4xo0bOlO6B4hYGfy6Xj1EXblSt/nyiy/won9/XhnsboLn/kzgDQFV/mDic6bEhzQzFc/U9p2NvsfZ/u6QYyXwtHK8hs552yVtMffwXD0APin7CcbWsDvSw43QuPnkJlJNCD0yy9ZufHwDKeOldEOL6127/9Ud0/dP1wV6FO+BqfWM3WBc12S+pyo50TwBlvQ3AqrELN/D5UQecxXPlZmKZ8rfj+UwFc2VSldvSk2aw1Sisi8OyxuF65pVyYmuj1hcz4ArBtOKL1pVRysA+/Xrh4kTJ75FU1QxmFZp0spQW6PVcrRaNbxGqzppxSm1Nm3aYM6cyJ+MHTRokL6lNK1spFWLtDJRRlPlIqMCBT1kQFswu7MaWgZTlXQyVzmzyVyZqxwCTrT+8gslIOPDQoWAgwdDX//xB2C3hTQoX506pfeVEqu0o8D27YY/06YBdgVpr7IJY0yVnOhLhmzb+wRUiVsp9xvvT4elLDJTOdPBXJmrHAKhWpstaoZFx4wD3IZWHIrhVewOeHPD+PPg54gz0vF3hNO9TyN70uxuaHG9a+s/WmPekXm6wMByAzGmuntHZbluLfyequRETzmwvP8QUCVmOTfKiTnmKp4rMxXPlDQyV+tzbdcOsC9LDRgAjBsnx2+zWlXJiWbH74mcpYvBNDDactTTRtvi2s71XLBgAVq2bKkVA+msYNvZsfY2aOXrl19+qb317rvv4j06KRvQtjSmbVRdbbRdK21pSzc6alSEdLZql4rUtM0uNdpe1bbtszNbY8eOxae0iTugbS9LW93axuiqf+7044vMHVrclwkwASbghwT+9z+A9n+xtZIlgd27Q1+tWwe82Wpde50qFXD9utxB5ssHHDtm2FiwAGjRQq5NF7VzTnQRFHezFAGOW0tNBzvDBJgAE/CIQMMFDbH81HJdx6iqozCowiBTOun3ilhfxcKr1690+f1d9qNomqKm9EUm1GhhIyw7uUzv9lWVrzCk4pDIxIR+zjlRKE5W5gUCHLNegMwmmAATYAJMAM2bA7/9ZoD4/HNgxAhrgeGcaH4+LF8MNj+08CV//vlndLDbBtMd/WG3m3ZFlorHdD4rNdoX39m217RNKZ3vSo22e6YzRJ21adOmoWfPntrHdOYlnUdLZ/TKbKpcZFSgp3NeiZuNt0xugaKbucqZaebKXOUQcKKVVt6+yS1aDzrzfsuW0M67dgFlyhiCceMCT57or6XEatq0wLVrhs3Vq+lpKa8icWZMlZxoCZjshNcIqBK3Uu43XpsFaxpipnLmhbkyVzkEQrXWnFsT686t001MrDkR/cr0M20y2bhkuPvsri6/sd1GVM5c2bS+iASrzq6KjRc26l2+rf0t+pTqI8UWf5fzKlY2JpEAf4+TCFcB1fydQ/wkMlPxTEkjc7U+14YNgeXG84YYNQoYZO55QzmDBaBKTpQGKALFXAx2g7qZYnC7du30LZ+pCGm/bbS96SNHjmjbV1Pr0qULZsyYEa5nc+fOBemkp3ezZs2KrVu3Ii39YC65qXKR0dm4hw4dQqFChcJdFS4Zo7LqmaucqWWuzFUOASdaJ00C+vc3PqxePXRFMLV//gHy53cUDA4G3pxRLyVW6diD588Nm7RKmVYrW6CpkhMtgJJd8CIBVeJWyv3Gi/NgRVPMVM6sMFfmKodAqNaKsypi66Wtuolpdaehe4nupk1m+SYLLjwIfYid2tIWS9EwV0PT+iISLDGzBPZd3ad3+anhT+hQpIMUW86UqpITvQqNjfmUgCoxy7lRThgxV/Fcmal4pqSRuVqfK20KaPspkLylE1b7mX/eUMqAVcmJUuBEojTgisGuQBZ1ZjDZWrZsGRo1aqSZHTlyJAYPHhyuC8OHD8cXX3yhfUYF39atW7/V748//kCzZs0QEhKC9OnTa4XgzJkzuzIkj/vwReYxQlbABJgAE7A2gdGjAfscVb++8Tjg5ctA2DPv790DEieWMyYqAlMx2L7RGcV0VrEFGudEC0wCu+A2AY5bt5GxABNgAkzAsgRKziyJvVf36v55WlAtPL0wDt04pOub+85ctC749m8SIoDk/i43Tt45qata1HQR3ssbejSXtxrnRG+RZjuiCHDMiiLJepgAE2ACTCAiAhUrAluN5w1Bmwh2N/+8oRTYnBPNY+VicDjsXC0G0/bPtjOEK1WqBJIL216/fq2tQj169CgSJkyIPXv2IFeuXA7daMVwyZIltadjUqRIoW0rHZe24LRra9euRYMGDbStplOmTKltDR1Wj/kwiFySL7LIGXEPJsAEmIBfE6AHkoYPN4bw7rvA4sWhr+/fB5IkcRzepUtAhgxyhkzbQ4fd9eLWLUDykQiuDoZzoqukuJ+VCHDcWmk22BcmwASYgGcECn5fEEduHtGVzG8yH+8XeN+00rArjafWnYoeJXqY1heRYLqJ6XD10VW9y+pWq1Eru3ePAuGcKGVqWalEAhyzEuGyaibABJgAE9AJ0IZ8e43nDfHTT4DJE1elUeWcaB4tF4PDYSeyGEzqt23bhmrVqmmF3KRJk2LgwIGg4jFt9bx582aMHTsW92iFFYCFCxeiOZ3Ubdd27dqlydO5wnTmMJ17bNtS2tnU08rhxAJXbKlykd2/f19bUV2hQgWhfMxfgmpIMlc588hcmascAk600iEgY8YYH7ZsCcybF/qatoSOEcNRkLaOzptXe094rB47BuTL52jv1SsgenSvInFmTJWcaAmY7ITXCKgSt8LvN16bAesaYqZy5oa5Mlc5BEK15pySE6fvntZN/NHsD7yT5x3TJmvPqY0159fo8qOrjcan5T81rS8iwYSjE+LRy0d6l+0dt6NshrJSbPF3Oa9iZWMSCfD3OIlwFVDN3znETyIzFc9Uym9Hctz0O60i47VAAeDoUQPBggVAixbWQqJKTvQFVS4Gh0NddDGYTPz+++/o0KEDHj0y/uixN01F3smTJ6Nbt25veUTbR9M20u40M+cbR6RflYvsxYsXuHLlCtKlS4dYsWK5g5T7RkCAucoJD+bKXOUQcKKVzgumc4NtjR79o0cAbS1ePODpU+P1zp1A6dLaa+Gxun07UL68YStBAuDhQ6/iCIScaBmg7IhXCPB3Oa9g9ksjwu/hfklBvNPMVTxTKd855LgpXWvGSRlx+eFl3c7KlitRJ0cd03ZbLGqBX4/9qst/Wu5TjK4+2rQ+Z4L0QHy0EdHwH/7TuxzqdggFUxUUbou/y3kVKRuTTIC/x0kG7Ofq+TuH+AlkpuKZ8vc4OUxFc6XT2c6cMXxdsgRo3Fie72Y0q5ITzYzdUxkuBodDUEYxmMxcunQJU6ZMwYoVK3D58mXQFtIZMmRA9erV8eGHHyJ79uzhzicXgz0Nc5ZnAkyACTCBSAn07AntMBBbo4eTvv/eeJ06NXDjhvF67VqgRo1I1Zrq8NdfQIMGhiidV3zxoilVMoT4i6cMqqxTNgGOW9mEWT8TYAJMwHsEUo5PiVtPb+kGN7TdgCpZqph2oPtf3TF9/3RdvkfxHphab6ppfc4EH798jASjEzh8fK7POWRJkkW4rYgUck70Km42JoAAx6wAiKyCCTABJsAEIiVAp8H9+6/RbdUqoHbtSMW82oFzonncXAw2zy6gJFW5yF69eoU7d+4gWbJk2pbb3MQQYK5iOIbVwlyZqxwCTrR+8IHjSuAPP3RcKRz28cDffweaNNGUCY/VuXOBtm0NRwsWBA4d8ioO/gHRMrjZEUEE+LucIJAKqhF+D1eQkZkhMVcz1CKXYa6hjMJutbyj4w6UyVAmcoBOeny85mN8vetr/dPWBVtj7jtzTetzJnjt0TWknZjW4eNbA24hedzkwm3xdzmvImVjkgnw9zjJgP1cPedG8RPITMUzlfLbkRw3/U6ryHhNnhy4c8dAsHEjULmytZCokhN9QZWLwb6g7oc2VbnIaA99OqeZzmwWeaayH06pUJeZq1CcujLmylzlEHCitXVr44xg6jJwoOMZwsWKAQcOGMKzZgHt22uvhcfq5MlA376GrUqVgE2bvIqDf0C0DG52RBAB/i4nCKSCaoTfwxVkZGZIzNUMtchlmGsoo5hfxsSr1690YAe6HECRNEUiB+ikx2drP8PInSP1TxvmaoilLZaa1udM8NSdU8j1XS6Hj58PeY5Y0b17hJMqOVH4BLFCyxJQJWb5Hi4nxJireK7MVDxTKb8dyXHT77SKjNf48YEnTwwEu3YBpUpZC4kqOdEXVLkY7AvqfmhTlYuMtuZ++fIlYsaMiahRo/rhTFjTZeYqZ16YK3OVQ8CJ1qZNgcWLjQ+HDgXsz6unRwE3bzY+p4Jt797aa+GxOmIEMGyYYYsOKKGDSizSVMmJFsHJbniJgCpxK/x+4yX+VjbDTOXMDnNlrnIIAK//e62du2vfjvU4hjwp8pg2OXnXZPRdYzyIVzlzZWxst9G0PmeC+6/uR/GZxfWPY0SNgZefvxRuJzKFquTEyMbJn6tDQJWY5dwoJyaZq3iuzFQ8Uym/Hclx0++0iozX6NGBkBADwcGDQKFC1kKiSk70BVUuBvuCuh/a5IvMDyeNXWYCTIAJuEOgYUNg+XJDYuRIYPBg4zWd4Utn+dpa2M/dsRVZ3379gG++MXp16OC4hXVk8pI/55woGTCrl0KA41YKVlbKBJgAE/A6gWevniHuqLgOdj09d3f2wdlovzR0xxdqRdMUxf4u+4WPbdOFTagy2zjbOGmcpLjzid1ehMIthq+Qc6KXQLMZYQQ4ZoWhZEVMgAkwASbghEBwMBD2VM0TJ4Bcjpu6+Jwf50TzU8DFYPPsAkpSlYvs6dOnOHnyJHLlyoW4cR3/gA6oCRU8WOYqGOgbdcyVucoh4ERrzZrAunXGhxMmAB99ZLxu1QqYP994bbeNtPBYpe2nZ882bPXvD3xtnGPnVS7hGFMlJ/qaI9v3LgFV4lb4/ca702BJa8xUzrQwV+YqhwBw79k9JB2X1EH91f5XkSZBGtMmFx5ciPeXvq/LZ0+aHad7nzatz5ng8pPL0XBhQ/3jTIky4cKHF4TbiUyhKjkxsnHy5+oQUCVmOTfKiUnmKp4rMxXPlDQyV2tzffQISJjQ0ceLF4GMGeX4bVarKjnR7Pg9keNisCf0AkhWlYvs0aNHCAoKQpEiRZAgQYIAmkG5Q2WucvgyV+Yqh4ATrXQu75YtxofffQf07Gm87tYNmDHDeN2jBzB1qvZaeKw2agQsW2bY+vJL4LPPvIojImOq5ETLAGVHvEJAlbgVfr/xCn1rG2GmcuaHuTJXOQSAa4+uIe3EtA7q735yF0niJDFt8q9//kKDxQ10+ZTxUuLGxzdM63MmOP/IfLT6o5X+cf6U+XGk+xHhdiJTqEpOjGyc/Lk6BFSJWc6NcmKSuYrnykzFM5Xy25EcN/1Oq6h4vXULSJnScfg3brz9nq8BqZITfcGRi8G+oO6HNvki88NJY5eZABNgAu4QKF0a2L3bkJg5E+jUyXg9YABAq4VtrU0bYM4cdyy43rdiRWDrVqN/2MK065qk9OScKAUrK5VMgONWMmBWzwSYABPwEoHz984j6+SsDtaeDn6KODHimPZg39V9KDGzhC4fK1osPP/suWl9zgRn7JuBbiu66R+XSV8GOz7YIdxOZAo5J0ZGiD+3GgGOWavNCPvDBJgAE1CPwOXLb68CfvDg7dXCvh4550TzM8DFYPPsAkqSL7KAmm4eLBNgAoFIoEgR4OBBY+RU6KWCr63R6tyhQ43XtHr3zz/lkCpQADh61NA9bx7QsqUcWya0ck40AY1FfE6A49bnU8AOMAEmwASEEDh+6zjyTsvroCtkaAiiRolqWv+pO6eQ6zvHA+GeD3mOWNFjmdYZnuDXO77Gx+s+1j+qma0m1rReI9SGK8o4J7pCiftYiQDHrJVmg31hAkyACahJ4PRpIGdOx7G9eAHEjGmt8XJOND8fXAw2zy6gJFW5yB48eIDt27ejXLlySJQoUUDNoczBMlc5dJkrc5VDwInWvHmB48eND3/9FWjWzHj9zTdAv37G66pVgfXrtdfCYzV9euDKFcPWypVAnTpexRGRMVVyomWAsiNeIaBK3Aq/33iFvrWNMFM588NcmascAkDQtSAU/aGorj5mtJh48dkLj8ydunoKuWY6FoNvDbiF5HGTe6Q3rPAXm77A8M3D9bffzfMuFjdbLNSGK8pUyYmujJX7qEFAlZjl3CgnHpmreK7MVDxTKb8dyXHT77SKitfDh4FChYzhR40KBAcDUaJYC4kqOdEXVLkY7AvqfmhTlYvs+fPnuHz5MjJkyIDYsWP74UxY02XmKmdemCtzlUPAidasWYHz540Ply4FGjY0Xv/vf47bRpcoAezZo30uPFbjxQOePjVs79wJ0DbWFmmq5ESL4GQ3vERAlbgVfr/xEn8rm2GmcmaHuTJXOQSAnZd3ouxPZXX1CWMlxINPH3hk7u6ju0g2MZmDjrN9ziJrEsftqD0yAuCjNR9h4q6Jupr2hdtjVqNZnqp1W16VnOj2wFnAbwmoErOcG+WEIHMVz5WZimcq5bcjOW76nVZR8Uo/8ZUqZQw/blzgyRPr4VAlJ/qCLBeDfUHdD23yReaHk8YuMwEmwATcIZAuHXD1qiGxejVQq5bxetEix5XCuXIBJ064Y8G1vi9fArHCbElIdsieRRrnRItMBLvhFgGOW7dwcWcmwASYgGUJbDy/EVXnVNX9SxkvJW58fMMjf//77z/E+DIGQv4L0fUEdQ1C4dSFPdIbVrjL8i6YeWCm/nbvkr0xuc5koTZcUcY50RVK3MdKBDhmrTQb7AsTYAJMQE0CW7YAlSoZY0uaFLhzx3pj5Zxofk64GGyeXUBJqnKRvXr1StvOlLaIjhEjRkDNoczBMlc5dJkrc5VDwInW5Mkdv+Vt3AhUrmx0puKw/VbNadPqWzkLjdUbN4DUqR2dvH4dSJXKqzgiMqZKTrQMUHbEKwRUiVuh9xuvkLe+EWYqZ46YK3OVQwBYdXoV6s6vq6vPmCgjLn540SNzFK8pv06J+y/u63o2t9+MipkqeqQ3rPD7v7+PhUcX6m8PLj8YI6uNFGrDFWWq5ERXxsp91CCgSsxybpQTj8xVPFdmKp4paWSu1ua6Zg1Qu7bho93PfnIcN6lVlZxocvgeiXEx2CN8gSOsykV2//59bN68GZUqVULixIkDZwIlj5S5ygHMXJmrHAJOtCZIADx+bHy4YwdQpozxevt2oHx54zX1f/hQey00VmkVcJ48jk6+eAHEjOlVHBEZUyUnWgYoO+IVAqrErdD7jVfIW98IM5UzR8yVucohACw5vgRNfmuiq8+ZLCdO9jrpkTmK15zTcuLWq1u6nuXvL0f9nPU90htWuP78+lhxeoX+9uhqo/Fp+U+F2nBFmSo50ZWxch81CKgSs5wb5cQjcxXPlZmKZyr8tyM5LvqlVlHxSqfFNW5sIMiWDThzxnpIVMmJviDLxWBfUPdDm6pcZCEhIXj27BnixImDaNGi+eFMWNNl5ipnXpgrc5VDwIlWKra+emV8uH8/ULSo8fpKhOnmAAAgAElEQVTIEaBgQeN1lChAcDAQNSqExiqdD1zWOAcPFjykRJWc6NX4YmM+J6BK3Aq93/h8VqzhADOVMw/MlbnKIQAsOLIALf9oqasvmKogDnU75JE5itfCMwrj6K2jup55TeahZQHDjkcG3ghX+rkStlzcoqv6rs536FmypwjVbulQJSe6NWju7NcEVIlZzo1ywpC5iufKTMUzJY3M1dpcf/0VaNHC8DFfPuCo8dVQjvMmtKqSE00M3WMRLgZ7jDAwFPBFFhjzzKNkAkwgQAm8fg2EfUDmn3+AvHkNIBcuAFmyOAKilcG0QlhkW7UKqGtsfQg6y/jff0Va8FgX50SPEbICHxDguPUBdDbJBJgAE5BAYFbQLHRc1lHXXCJtCezpvMdjSxVmVcC2S9t0PdPqTkP3Et091muvoOiMogi6HqS/NbvxbLQt1FaoDVeUcU50hRL3sRIBjlkrzQb7wgSYABNQk8Ds2UD79sbYihUD9u2z3lg5J5qfEy4Gm2cXUJKqXGS0Kvj06dPIkSOHtjqYmxgCzFUMx7BamCtzlUMgHK3PnkFbgWvfaC8Y2hPG1u7cAehcYft25QqQNq2244Kwe+v8+UCrVoaV/PkBWpVsoaZKTrQQUnbFCwRUiVuh9xsvcPcHE8xUziwxV+YqhwDw/d7v0WNlD119hYwVsKWDsdrWjF2K11qza2Hrja26+JhqYzCw/EAz6pzK5JiSA2fuGvsN/tHsD7yT5x2hNlxRpkpOdGWs3EcNAqrELOdGOfHIXMVzZabimZJG5mptrtOnA93tngOkk+K2Gl8N5ThvQqsqOdHE0D0W4WKwxwgDQ4EqF9nDhw+xf/9+FCtWDAkTJgyMyfPCKJmrHMjMlbnKIRCO1vv3gSRJHD+4fBlIn9547+VLIFYsxz50vm+uXBAaq1OnAr16GXYqVAC2ePYDp2iOquRE0VxYn7UJqBK3Qu831p4yr3nHTOWgZq7MVQ4BYNLOSei/tr+uvkbWGljbZq1H5iheG//SGBtvbdT1DC4/GCOrjfRIb1jh1BNS48aTG/rb69qsQ/Ws1YXacEWZKjnRlbFyHzUIqBKznBvlxCNzFc+VmYpnShqZq7W5fvMN0K+f4WP16sC6dXJ89kSrKjnREwZmZbkYbJZcgMnxRRZgE87DZQJMILAI3LgBpE7tOOabN4EUKRzfix0bePHCeG/PHqBECbGsvvoK+PxzQ2fDhsDSpWJteKiNc6KHAFncJwQ4bn2CnY0yASbABIQTGL11NAZvGKzrbZCzAZa9v8xjO12Xd8UPB37Q9fQq0QtT6k7xWK+9gnij4uHpq6f6Wzs/2InS6UsLteGKMs6JrlDiPlYiwDFrpdlgX5gAE2ACahIYMwYYNMgYW/36wPLl1hsr50Tzc8LFYPPsAkqSL7KAmm4eLBNgAoFG4NIlIFMmx1E/eACE3UGBisO3bxv91q8HqlYVS+ujj4CJEw2d7doBP/8s1oaH2jgnegiQxX1CgOPWJ9jZKBNgAkxAOIFhG4dhxJYRut6meZvit6a/eWxnwNoBmLBzgq6HzvKlM31FtZDXIYj+ZXQHdUe7H0W+lPlEmXBZD+dEl1FxR4sQ4Ji1yESwG0yACTABhQkMGwaMML5i4r33gEWLrDdgzonm54SLwebZBZSkKhcZbUexc+dOlClThreJFhjBzFUgTDtVzJW5yiEQjtZTp7Ttnh0arQCOGdPxvaxZgfPnjff+/BNo1Ejb6kfYvbVjR2DWLMPGhx8CkyZ5DYUrhlTJia6MlfuoQ0CVuBV6v1Fnej0aCTP1CJ9TYebKXOUQAAauG4hxO8bp6tsUbIM578zxyBzFa69FvTD337m6nsa5G2NJ8yUe6bUXfvD8ARKPTeyg7+KHF5ExUUZhNlxVpEpOdHW83M//CagSs5wb5cQicxXPlZmKZ0oamau1uQ4cCIwzvmKiTRtgjmdfMaUMWJWcKAVOJEq5GOwL6n5oU5WL7Pnz57hw4QIyZ86M2LTdKTchBJirEIxvKWGuzFUOgXC0HjkCFCzo+MHr10CUKI7vFS4MHDpkvEffCtu0gdBYfecdgIrMtjZ8ODB0qNdQuGJIlZzoyli5jzoEVIlbofcbdabXo5EwU4/wORVmrsxVDgGg76q+mLxnsq6+c9HO+KGBsb2zGbsUryPWjsDooNG6eNUsVbG+7Xoz6sKV+ffhv8gwKYPDZ3c/uYskcZIIs+GqIlVyoqvj5X7+T0CVmOXcKCcWmat4rsxUPFPSyFytzbVvX2Cy8RUTnTsDP3j2FVPKgFXJiVLgRKKUi8G+oO6HNvki88NJY5eZABNgAq4S2LfP8ezfWLHoW/rb0hUqANu2Ge9PnQr06OGqFdf6Va4MbN5s9KVvor17uybrpV6cE70Ems0IJcBxKxQnK2MCTIAJ+IxA2LN9e5fsjcl17H65M+nZzwd/RoelHXTp4mmLY2/nvSa1vS12/NZx5J2W1+GDV5+/QvSojltHCzMYgSLOid6gzDZEEuCYFUmTdTEBJsAEmEB4BLp2dSz+0k9x9sVhq1DjnGh+JrgYbJ5dQEmqcpEFBwfj0aNHSJAgAaJH9/4fnaoGDXOVM7PMlbnKIRCO1u3bgfLljQ/orGA6Mzhsq1sXWLXKeHfMGGDgQAiN1UKFgMOHDRtvVh97jYULhlTJiS4MlbsoRECVuBV6v1Fofj0ZCjP1hJ5zWebKXOUQANr92Q5zDhl79g0oOwDjatjt6WfCMMXr/KD5aLeynS6dM1lOnOx10oS28EX2XNmDUj+W0j+MHT02ng15Jky/O4pUyYnujJn7+jcBVWKWc6OcOGSu4rkyU/FMSSNztTbXtm2BucaJIRgwwHHbaDneu69VlZzo/sg9l+BisOcMA0KDKhfZ/fv3sXnzZlSqVAmJEzueVxQQEylpkMxVDljmylzlEAhH64YNQLVqxgcpUgA3b77dsUUL4NdfjfcHDwZGjoTQWM2YEbh82bCxfDlQv77XULhiSJWc6MpYuY86BFSJW6H3G3Wm16ORMFOP8DkVZq7MVQ4BoPni5vjtn9909Z9X/BwjqozwyBzF6+S/JmPY2WG6nlTxUuH6x9c90msvvP7celSfW11/K0XcFLg5IJzvm8IsOlekSk70Aio2YRECqsQs50Y5AcVcxXNlpuKZkkbmam2uzZoBixYZPtKJbXRym9WaKjnRF1y5GOwL6n5oU5WLLCQkBI8fP0b8+PERLVo0P5wJa7rMXOXMC3NlrnIIhKN15UqgXj3jgwwZgEuX3u5IB4b8+KPx/ps9Y4TGaoIEwOPHhg3alrpcOa+hcMWQKjnRlbFyH3UIqBK3Qu836kyvRyNhph7hcyrMXJmrHAJAo4WNsOzkMl39yKojMbjCYI/MUbxuPrMZ1RYaDwfGiR4HT4c89UivvfCfJ/7EO7++o7+VNUlWnO1zVph+dxSpkhPdGTP39W8CqsQs50Y5cchcxXNlpuKZkkbmam2uDRsCtB7D1kaNAgYNkuOzJ1pVyYmeMDAry8Vgs+QCTI4vsgCbcB4uE2ACgUVgyRKgSRNjzNmzA6dPv82gf39g0iTj/fbtgVmzxLEKDgZixHDU988/QF7H8+XEGTSniXOiOW4s5VsCHLe+5c/WmQATYAKiCNT6pRbWnl2rq/u65tfoX6a/x+pP3D6BPFPzOOh5+dlLxIgW5ruZSUu/HP4FbZa00aULpSqEg90OmtTmmRjnRM/4sbT3CXDMep85W2QCTIAJBBqBmjWBdeuMUU+cCPTrZz0KnBPNzwkXg82zCyhJVS6yZ8+e4fz588iSJQvixIkTUHMoc7DMVQ5d5spc5RAIR+vChcD77xsf5MsHHD36dscvvnDcI4YKyL//DmGxevs2QFtU27erV4E0abyGwhVDquREV8bKfdQhoErcCrvfqDO1Ho+EmXqMMFwFzPX/7J0JuE3VG8ZfU+ZZRWTMPE8ZomtoklKZiihjJJUI5Z8GNIlEAxFRKZWKMg/lmolShGQeUiLXPF38n+/k7H3Odd179t5rn2Htdz1PT3XO+t71rd/69vn23WuvtcjVHQJA3MQ4LN612JB/98530aNmD0fNSbyu2rgKDWc0DNI51O8Q8mTO40jbbzz6x9HoMcv0s17heljScYkSbasiuuREq/1m/dgloEvMMje6E4Pkqp4rmapnKorkGt1c69cHZHM+495tNNC9uzs+O1HVJSc6YWDXlpPBdsl5zE6Xi+zo0aNYvXo1brzxRuTIkcNjo+hed8nVHbbkSq7uEEhGddIkQFb5+ku1asDatZdXHD4cePpp8/NbbwXmzYOyWJXVyKVKBbd76hSQKVPYUITSkC45MZS+so4+BHSJW2W/N/oMreOekKljhMkKkCu5ukMAqPVBLazet9qQH99sPDpV7eSoOYnX+BXxaLayWZDOjid3oGiuoo60/cZDlw1F/wX9Da0mNzTBrAdnKdG2KqJLTrTab9aPXQK6xCxzozsxSK7quZKpeqaiSK7RzbVmTWDNGtNH2Qgw8FGhO95bV9UlJ1rvuXMLTgY7Z+gJBV5knhhmdpIESMCrBMaOBbp1M3tfpw6wfPnlNJLWq10bWLFCHbXVq4FatUw9mQSWyeAoK8yJUTYgdCckAozbkDCxEgmQAAlEPYHKYyrj179/Nfyc3Hwy2lZs69jvixcvIv3g9Lhw8YKh9Uv3X1Dp2kqOtUVg4PcDMWTJEEOrdfnW+Lzl50q0rYowJ1olxvqRJsCYjfQIsH0SIAES0J9AxYrBmwR+9hnwwAPR12/mRPtjwslg++w8ZcmLzFPDzc6SAAl4jcCoUcCTT5q9btgQ+P77yykk3U5azvKVM31VlblzgTvuMNVke2jZJjrKCnNilA0I3QmJAOM2JEysRAIkQAJRT6D0O6Wx5dAWw8+vWn+F5mWbK/E79+u5kXA6wdCSbZxlO2cVpdecXhi5aqQh1blqZ3zQ7AMV0pY1mBMtI6NBhAkwZiM8AGyeBEiABDxA4IYbgG3bzI5+8w1w773R13HmRPtjwslg++w8ZanLRcbtKNwJW3IlV3cIuKPKeE2G6xtvAP36mV/IhOzs2ZdXnDkTuOsu8/Prrwd271a31Y/bk82KQkqXnKgIB2VihIAuccvfcPUBR6bqmYoiuZKrOwSAIm8Vwe4juw35mW1n4s6Sdzpqzh+vnX7thD3H9ijV9ot1nt4ZE9ZNMLR71eqFEXeMcOS3XWNdcqLd/tMu9gjoErPMje7EHrmq50qm6pny/tgdpiq5FioE7Ntn+jlnDnD77e75bVdZl5xot/9O7DgZ7ISeh2x1ucjkoPrt27ejePHiyJw5s4dG0N2ukqs7fMmVXN0hkIzqkCHAwIHmF/fcA0ybdnnFxYuBuDjz81y5gMOHoSxWR48GevQw9W+6CVi6NGwYQm1Il5wYan9ZTw8CusStst8bPYZVSS/IVAnGy0TIlVzdIQDkH5Yff5/425Bf+NBCNCrWyFFz/ni9f9H9+O2guevLp80/RZuKbRxp+41bf9kaX2780tAaePNADGo4SIm2VRFdcqLVfrN+7BLQJWaZG92JQXJVz5VM1TMVRXKNbq758gGHDpk+LloU/AjQHe+tq+qSE6333LkFJ4OdM/SEAi8yTwwzO0kCJOBVAjIRLBPCxtO61sDnyZzhtm4dULWqWS9tWiAxEUiTRg25V14B/vc/U0tWIX/3nRpthSrMiQphUipsBBi3YUPNhkiABEjAVQK5XsuFI2eOGG0s67QMda+vq6TNmybchOV7lhtaY5qOQbca3ZRoN5ncBHO2zjG0ht4yFH1v6qtE26oIc6JVYqwfaQKM2UiPANsnARIgAf0JZMsGnDhh9nPlSqBWrejrN3Oi/THhZLB9dp6y1OUiO3/+PE6cOIGsWbMiXbp0nhpDNztLru7QJVdydYdAMqp9+wLDhplftG8PfPTR5RXl8BA5RCSwnDiB8xkzqvltTepHu3bAxx+HDUOoDemSE0PtL+vpQUCXuGVuVB+PZKqeqSiSK7m6QwDINCQTzpw/Y8ivfWQtqhWo5qg5f7y2/rY15m6ba2ipnLCtN6Eelu1ZZmiPbjoa3Wt0d+S3XWNdcqLd/tMu9gjoErPMje7EHrmq50qm6pny/tgdpqq4XrwIpE8PXLhg+inrQSpXds9vu8q65ES7/Xdix8lgJ/Q8ZKvLRZaQkID4+HjExcUhl2xvyqKEALkqwXiZCLmSqzsEklF94gng7bfNL7p2BcaOvbzigQPAtdcGf/7XX0jImFHNb2uXLsD48ab+448Do0aFDUOoDemSE0PtL+vpQUCXuGVuVB+PZKqeqSiSK7m6QeDixYtIOyhtkPRvPX5DuavLOWrOH6+TTkzCN398Y2g9V/85DG402JG237jymMr49e9fDa1P7vsED1Z6UIm2VRFdcqLVfrN+7BLQJWaZG92JQXJVz5VM1TPl/bE7TFVxPXcOuOqqYB9//x0oVco9v+0q65IT7fbfiR0ng53Q85CtLhdZYmIijh49ihw5ciC9vO7CooQAuSrBeJkIuZKrOwSSUe3WLXjyt2fP4Mlhv8np00DS89a3bEFisWJqfltbtAC+/tp08PnngZdeChuGUBvSJSeG2l/W04OALnHL3Kg+HslUPVNRJFdydYPA6cTTyPxy5iDpbU9sQ/HcxR0154/Xvkv6YsK6CYbWEzc+gZFNRjrS9hsXH1kcOxJ2GFrT7p+Ge8rco0TbqoguOdFqv1k/dgnoErPMje7EILmq50qm6pny/tgdpqq4HjsG5MgR7OOuXUDhwu75bVdZl5xot/9O7DgZ7ISeh2x5kXlosNlVEiAB7xHo0AGYNMnsd58+wdtG+7+RfWPkVUE5J9hf1q4FqjnbmtDQatwY+P57U3vECKBXr6gbD+bEqBsSOhQCAcZtCJBYhQRIgASinEDC6QTkfj13kJf7eu/DddmvU+J5n7l98ObKNw2tDlU64MN7PlSiffUbV+PgyYOG1sKHFqJRsUZKtK2KMCdaJcb6kSbAmI30CLB9EiABEtCbQHIbAf79N3DNNdHXb+ZE+2PCyWD77DxlqctFdvr0aezatQtFihRBpkyZPDWGbnaWXN2hS67k6g6BZFTbtAGmTDG/GDAAePnl5JvPkwc4fNj8btEinK5VS81vq0wq//yzqT1xIvDww2HDEGpDuuTEUPvLenoQ0CVumRvVxyOZqmcqiuRKrm4Q+Ov4XygwvECQ9KF+h5Ancx5HzfnjdfLeyRi81NwWunnZ5viq9VeOtP3GSc86Xt1lNWoWrKlE26qILjnRar9ZP3YJ6BKzzI3uxCC5qudKpuqZ8v7YHaaquO7eDRQpEuzj0aNA9uzu+W1XWZecaLf/Tuw4GeyEnodsdbnIjhw5ghUrVqBOnTrImTOnh0bQ3a6Sqzt8yZVc3SGQjOp99wHTpplfDBoEDByYfPNFiwKyV4y/fPstjtx8s5rf1mLFgJ07Te3p04FmzcKGIdSGdMmJofaX9fQgoEvcMjeqj0cyVc9UFMmVXN0gsDNhJ4qNLBYkfWLACWTJkMVRc/54/TnjzxiweIChdUvxWzC//XxH2mJ87vw5XDUk+CC6TY9tQpl8ZRxr2xHQJSfa6TttYpOALjHL3OhO/JGreq5kqp4p74/dYaqK65YtQOnSwT6ePQtkyOCe33aVdcmJdvvvxI6TwU7oeciWF5mHBptdJQES8B6BO+8EZs82+/3660C/fslzqFgR2LDB/G7yZKBtWzXMcuWSp+em1uLFQP36arQVqjAnKoRJqbARYNyGDTUbIgESIAHXCGw+uBll3y0bpJ84MBHp0qZT0uaEnyeg87edDa2a19XE6q6rHWv/e+pf5B2aN0hn71N7UTBHQcfadgSYE+1Qo00kCTBmI0mfbZMACZCA/gR+/RWoXNnsZ9q0/50QlyZN9PWdOdH+mHAy2D47T1nyIvPUcLOzJEACXiOQ9Kzet94CnnwyeQp16wIrVpjfjRkDdOvmnNj580D69ME669cDFSo411aswJyoGCjlwkKAcRsWzGyEBEiABFwlsO6vdaj6flWjjQxpM+DswLPK2py6cSpafdnK0CudtzQ299zsWH9Xwi4UHVk0SOfIM0eQI2MOx9p2BJgT7VCjTSQJMGYjSZ9tkwAJkID+BFatAmrXNvuZJQtw4kR09ps50f64cDLYPjtPWepykR07dgxr165F9erVkT0aN72P0agiV3cGjlzJ1R0CyajWqwcsW2Z+MXo00L178s3fcQcwd6753Rtv4Fi3bs5/W//9F8gbvGIEe/cCBSOzYiQl9rrkxLDFFxuKCgK6xC1zo/pwIlP1TEWRXMnVDQIr965EnfF1DOnsV2XH0WePOm7KH68JeRNw39f3GXoFshXAn33+dKy/4cAGVBxdMUjn/PPnkTZNWsfadgR0yYl2+k6b2CSgS8wyN7oTf+SqniuZqmfK+2N3mKriGh8PNGhg+iiP5w4edM9nJ8q65EQnDOzacjLYLjmP2elykZ08eRJ//PEHSpYsiSzyiguLEgLkqgTjZSLkSq7uEEhGtWZNYM0a84sJE4COHZNvvlUrYOpU87uBA3HymWec/7Zu2wbccENwm/IaYhT+VuuSE8MWX2woKgjoErfMjerDiUzVMxVFciVXNwgs2rkIDSc1NKSvznI1DvQ94Lgpf7weznoYDSeb+lkzZMXxAccd66/YswJ1J9Q1dFTp2nVMl5xot/+0iz0CusQsc6M7sUeu6rmSqXqmvD92h6kqrrLmQ9Z++Iusy5D1GdFYdMmJkWDLyeBIUI/BNnmRxeCg0WUSIAESCJVA0nOAP/0UaNMmeetOnYAPPzS/69ULGDEi1JauXE8mo2VS2l8yZADOnInKA0qYE50PNxXCT4BxG37mbJEESIAEVBOYs3UOmkxuYshen+N67H5qt7JmNv6zEeXfKx+kp+JM4vnb5uO2T24zdPNny4/9ffYr89uqEHOiVWKsH2kCjNlIjwDbJwESIAG9CUyfDtx7r9nHEiWArVujs8/MifbHhZPB9tl5ylKXi+z8+fM4c+YMMmbMiHTp0nlqDN3sLLm6Q5dcydUdAsmolioF/PGH+cVXXwHNmyffvEz+jhxpfte5M86//77z39b584HbzIeEuOYa4O+/w4bASkO65EQrfWbd2CegS9wyN6qPRTJVz1QUyZVc3SAwbfM03Pe5uY3zDXluwB+PB9zD2WzUH6//nPkHRUcFn+17uP9h5MqUy6byf2Zfb/oaLb5oYWiUzFMSWx7f4kjTibEuOdEJA9rGFgFdYpa50Z24I1f1XMlUPVPeH7vDVBXXKVOC14RUqACsX++ez06UdcmJThjYteVksF1yHrPT5SJLSEhAfHw84uLikCuXsz9oPRYCKXaXXN2JBnIlV3cIJKNapAiwO2BVyYwZQNOmyTc/cCAwZIj5XatWSBg71vlv6xdfAPffb+qWLg1s3hw2BFYa0iUnWukz68Y+AV3ilrlRfSySqXqmokiu5OoGgSkbpqDNV+buLRWuqYD1jzp/UueP12p1qqHw6MJBru/qtQuFcwZ/ZrVvk9ZNQofpHQyzagWqYe0ja63KKKuvS05UBoRCUU9Al5hlbnQn1MhVPVcyVc+U98fuMFXFdeLE4NPiatQAfvzRPZ+dKOuSE50wsGvLyWC75Dxmp8tFdu7cORw+fBi5c+dGBtmClEUJAXJVgvEyEXIlV3cIJKOaP3/wKlxZpXvLLck3P3Qo0L+/+d0dd+Dct986/219/32ge3dTt3ZtYMWKsCGw0pAuOdFKn1k39gnoErfMjepjkUzVMxVFciVXNwhMXDcRHad3NKRrXFcDP3Z1/qTOH685c+VE5lcz4yIuGm3IZLNMOjsp76x+B4/PftyQiCsSh0UdFjmRdGSrS050BIHGMUVAl5hlbnQn7MhVPVcyVc+U98fuMFXFdcwY4NFHTR/r1QOWLHHPZyfKuuREJwzs2nIy2C45j9nxIvPYgLO7JEAC3iKQO7csYTL7vHgxUL9+8gxGjwZ69DC/u+kmYOlS57xefx145hlTp0kTYNYs57ouKDAnugCVkq4TYNy6jpgNkAAJkIDrBMasGYNHZ5pP6uoVroclHdU+qcv5Wk4cPXPU6MuyTstQ9/q6jvr26pJXMeD7AYbGXaXuwndtvnOk6cSYOdEJPdpGggBjNhLU2SYJkAAJeIfAiBFA795mf2V9iKwTicbCnGh/VDgZbJ+dpyx1uchOnz4N6UuhQoWQKVMmT42hm50lV3fokiu5ukMgGdXMmYHTp80vVq8GatZMvvnJk4F27czvKlbE6dWrnf+2ykSwTAj7S9u2gLQVhUWXnBiFaOmSiwR0iVvmRvVBQqbqmYoiuZKrGwTeWvkWnpr7lCF9S/FbML+98yd1gfFacnRJ7D2612hjVttZaFKyiaPuDFg4AK8ufdXQaFOhDT5t8akjTSfGuuREJwxoG1sEdIlZ5kZ34o5c1XMlU/VMeX/sDlNVXF99FRhgvreHu+8Gvv3WPZ+dKOuSE50wsGvLyWC75Dxmp8tFduTIESxduhT16tVDzpw5PTaK7nWXXN1hS67k6g6BJKoXLwLp0gHyb3/55RegUqXkm5e7wXvuMb8rWhRH1q1z/tvarRswdqyp+9hjwDvvhAWB1UZ0yYlW+836sU1Al7hlblQfh2Sqnqkokiu5ukHgtaWv4dmFzxrSqlbYBsZr3cl1sfGfjUYbU1pMwf0V7nfUncdnPY53fjTv6x6p9gjev/t9R5pOjHXJiU4Y0Da2COgSs8yN7sQduarnSqbqmfL+2B2mqri+8AIwaJDpY6tWwBdfuOezE2VdcqITBnZtORlsl5zH7HiReWzA2V0SIAHvEDh3DrjqquD+bt4MlC6dPIMffgAaNTK/y5sXOHjQOa/WrYEvvzR1nnsOGDzYua4LCsyJLkClpOsEGLeuI2YDJEACJOA6gRcXvYiX4l8y2mlZriW+bBVw/6TAg+QZAr4AACAASURBVDrj62Dl3pWG0ti7xqJr9a6OlDtM64BJv0wyNPrU6YNhtw1zpOnEmDnRCT3aRoIAYzYS1NkmCZAACXiHQP/+wNChZn/btwc++ig6+8+caH9cOBlsn52nLHmReWq42VkSIAEvETh+HMiePbjHO3YARYsmT2HtWqBGDfO7DBmAs2edE7v1VmDBAlNn+PDgA0uct6BMgTlRGUoKhZEA4zaMsNkUCZAACbhE4JkFz+D1ZeaxGu0qtcPH932stLXbP7kd87bNMzSH3ToMfer2cdRGiy9a4OtNXxsaL8a9iBcavOBI04kxc6ITerSNBAHGbCSos00SIAES8A6BJ54A3n7b7G/XrsGb90UTCeZE+6PByWD77DxlqctFduzYMaxbtw5VqlRB9qSTH54aUbWdJVe1PP1q5Equ7hBIonroEJAvX/CHf/4JFCiQfPNbtly2avjYP/9g3aZNzn5bZYJZJpr9ZcIEoGPHsCCw2oguOdFqv1k/tgnoErfMjerjkEzVMxVFciVXNwj0mtMLI1eNNKS7VO2Ccc3GOW4qMF47zemEqRunGprP3/w8Xmporka209htH9+G+dvNs42H3zYcvev0tiOlxEaXnKgEBkVigoAuMcvc6E64kat6rmSqninvj91hqorrI48A4wJuKWVyeKR5y+me8zaUdcmJNrru2ISTwY4RekNAl4vs5MmT2Lx5M8qUKYMsWbJ4Y/DC0EtydQcyuZKrOwSSqO7bBxQqFPzhv/8CuXMn3/z+/cB11wV9d3LXLmw+eNDZb2uJEsD27abuN98A994bFgRWG9ElJ1rtN+vHNgFd4pa5UX0ckql6pqJIruTqBoHuM7rj/bXmWbs9a/bE23cGLOOw2WhgvD6x4AmM/3m8odSrVi+MuGOETeX/zNzYetqJQ7rkRCcMaBtbBHSJWeZGd+KOXNVzJVP1THl/7A5TVVwfegj4OGCzmX79gNfNzWjcc96Gsi450UbXHZtwMtgxQm8I8CLzxjizlyRAAh4kIBOwMhEbWE6cAK70wox8ly1bcP1t24DixZ3By5MHOHzY1JCziRs0cKbpkjVzoktgKesqAcatq3gpTgIkQAJhIZD07N2n6zyNN257Q2nbvef2xoiV5uRvpyqdMP4ec3LYTmMV3quA3/75zTD9tPmnaFOxjR0pJTbMiUowUiSMBBizYYTNpkiABEjAgwRatwa+/NLs+PPPAy852xjGNYrMifbRcjLYPjtPWepykV24cAHnzp1DhgwZkDZtWk+NoZudJVd36JIrubpDIInqpk1AuXLBHyYmAunSJd/8xYtA+vTAhQvG9xd++gnnypWz/9sqWqIp2v6ybh1QuXJYEFhtRJecaLXfrB/bBHSJW+ZG9XFIpuqZiiK5kqsbBB6Y+gA+/+1zQ/q5+s9hcKPBjpsKjNdBiwfhpXjz6V/Lci3xZauAp4M2WivyVhHsPrLbsPyuzXe4q9RdNpTUmOiSE9XQoEosENAlZpkb3Yk2clXPlUzVM+X9sTtMVXG9+25gxgzTx1dfBZ55xj2fnSjrkhOdMLBry8lgu+Q8ZqfLRZaQkID4+HjExcUhV65cHhtF97pLru6wJVdydYdAElWZdK1a1fxQJoFlMjilkjMncPSoUePYrFn4/uxZ+7+tCQmXb0u9axdQuHBYEFhtRJecaLXfrB/bBHSJW+ZG9XFIpuqZiiK5kqsbBO6dci+m/z7dkB7ScAj+d/P/HDcVGK8TNk1An3l9DM1bi9+Kee3nOWojz+t5cPi0uQPMoocXIa5onCNNJ8a65EQnDGgbWwR0iVnmRnfijlzVcyVT9Ux5f+wOU1Vcb70VWLDA9HHECKBXL/d8dqKsS050wsCuLSeD7ZLzmJ0uF5msCj548CDy5cvnW8HGooYAuarhmFSFXMnVHQJJVFetAmrXNj+U7aFlK+iUyvXXA3v3GjUSp0/HPzVr2v9t3bHj8m2mZbI5e/awILDaiC450Wq/WT+2CegSt8yN6uOQTNUzFUVyJVc3CNzxyR2Yu22uIT3s1mHoU9ecuLXbZmC8Tlo/CV2/62pI1SpYCyu7rLQrjYsXL+KqIVch8YL5suHaR9aiWoFqtjWdGuqSE51yoH3sENAlZpkb3Yk5clXPlUzVM+X9sTtMVXGtXx9YutT0cfRooHt393x2oqxLTnTCwK4tJ4PtkvOYHS8yjw04u0sCJOAdAvHxwWfzytm9hw6l3H/ZVlq2l/aXKVOA+++3z+ynn4Dq1U17WZ187hyQJo19TRctmRNdhEtp1wgwbl1DS2ESIAESCBuBBhMbIH5XvNHeO03ewWM3Pqa0/S9++wL3TzXv68rmK4uNj2203cbpxNPI/HLmIPstPbegZN6StjWdGjInOiVI+3ATYMyGmzjbIwESIAFvEahRA1i71uzzhx8CHTpEJwPmRPvjwslg++w8ZanLRXbmzBns378fBQoUQMaMGT01hm52llzdoUuu5OoOgSSq8+YBt99ufligAPDnnyk3XasWsHq1Uefce+9hX5Mm9n9bv/8eaNzYbDNfPuCff8LSfTuN6JIT7fSdNrFLQJe4ZW5UH4Nkqp6pKJIrubpBoPYHtbFq3ypD+oO7P0Dnap0dNxUYrz/s+QFNJjcxNAtmL4i9vc0dYaw29s+Jf3DNsGuCzPb32Y/82fJblVJWX5ecqAwIhaKegC4xy9zoTqiRq3quZKqeKe+P3WGqimuFCsBvv5k+Ol3z4V5vZaPCvbhediwEsGfPHhQqVMjN5rTS5mSwVsPpXmd0ucjkzIfFixfj5ptv5pnBCsOFXBXCDJAiV3J1h0AS1e++A5o1Mz8sWhSQbZtTKkkOEzk1ZAjmV6xo/7f1q6+Ali3NFkuWBLZsCUv37TSiS06003faxC4BXeKWuVF9DJKpeqaiSK7k6gaBqu9Xxbq/1hnSn9z3CR6s9KDjpgLjdeOxjbhpwk2GZvarsuPos0dtt7H98HaUGFUiyP74s8eR9aqstjWdGuqSE51yoH3sENAlZpkb3Yk5clXPlUzVM+X9sTtMVXG94QZg2zbTx2nTgHvucc9nJ8q65EQnDOzacjLYLjmP2fEi89iAs7skQALeITB1KtCqldnf0qWBzZtT7n/z5sA335h1XnwReOEF+8w++ADoap5NhxtvBOQs4ygtzIlROjB0K0UCjFsGCAmQAAnEPoGy75bF5oPmfdrUVlPRolwLpR3bcGADKo6uGKR5/vnzSJsmra12fv37V1QeU9mwFZ3EgYlIE8HjQJgTbQ0ljSJIgDEbQfhsmgRIgAQ8QEAW1+7bZ3Z0zpzgTQSjCQFzov3R4GSwfXaesuRF5qnhZmdJgAS8ROCTT4D27c0eV6oE/PJLygQefhj46COzTp8+wLBh9qm98QbQr59pL9tWy51nlBbmxCgdGLqVIgHGLQOEBEiABGKfQLGRxbAzYafRkRltZqBpqaZKO7bnyB4UfqtwkOaRZ44gR8YcttpZtnsZ6n1Yz7AVHdGLZGFOjCR9tm2HAGPWDjXakAAJkAAJhEogb17g33/N2osWAXFxoVqHtx5zon3enAy2z85TlrpcZMePH8evv/6KSpUqIVu2bJ4aQzc7S67u0CVXcnWHQBLV8eOBLl3MD0NZlfv448A77xg25zp0wI9du9r/bR0wAHj1VdOHBx4APvssLN2304guOdFO32kTuwR0iVvmRvUxSKbqmYoiuZKrGwQKDC+Av47/ZUgvaL8AjYs3dtxUYLyeT38euV7PFaS556k9KJTD3nlsc7bOUXoGsePOgmfNqWBIjfAS4H1ceHnHWmu851A/YmSqninvj91hqopr1qzAyZOmj7JZnzwejMaiS06MBFtOBkeCegy2qctFduLECWzcuBHlypVDVvmVY1FCgFyVYLxMhFzJ1R0CSVTfew947DHzw/r1gcWLU246yeRtYsuW+LlfP/u/rY8+CowZY7Yp/y9+RWnRJSdGKV665RIBXeKWuVF9gJCpeqaiSK7k6gaB3K/nRsLpBEN6aceluKmweb6v3TYD4zVT5kxIPzh9kNSGRzeg/DXlbcl/+duXaD21tWFbJl8ZbHpsky0tVUa65ERVPKgT/QR0iVnmRndijVzVcyVT9Ux5f+wOUxVcL14E0qcHLlwwfZQNA2XjwGgsuuTESLDlZHAkqMdgm7zIYnDQ6DIJkAAJhEJgxAigd2+z5i23APPnp2wpq3hlQthfmjYFZswIpbXk68hK4M8/N7979lnglVfs67lsyZzoMmDKu0KAcesKVoqSAAmQQFgJZH45M04nnjbaXNN1DapfV125D9lfzY7jZ48buss7LUed6+vYamfCzxPQ+dvOhm3N62piddfVtrRUGTEnqiJJnXARYMyGizTbIQESIAHvETh7FsiYMbjfv/8OlCoVnSyYE+2PCyeD7bPzlKUuF9nFixdx/vx5pEuXDmnSpPHUGLrZWXJ1hy65kqs7BJKovvYaIJOv/hLKxO677wI9exomF+vXx/nvv7f/2ypnBM+bZ/owdCjQt29Yum+nEV1yop2+0yZ2CegSt8yN6mOQTNUzFUVyJVfVBCSm0g5KGyTrZMVuoFDSeC34ZkH8eexPo8qcB+fg9htut9WlkStHotfcXoZto2KNsPChhba0VBnpkhNV8aBO9BPQJWaZG92JNXJVz5VM1TPl/bE7TFVwPXoUyJkz2L/du4Hrr3fPZyfKuuREJwzs2nIy2C45j9npcpElJCQgPj4ecXFxyJUr+Bwkjw2p0u6Sq1Kchhi5kqs7BJKovvgi8NJL5ofNmwNffZVy0x99BDz8sFEnsWJFzBw82P5vqxxE8uOPZpvjxgWfYxwWEKE3oktODL3HrKkDAV3ilrlRfTSSqXqmokiu5KqawJnEM8j0cqYg2a2Pb0WJPCUcN5U0Xsu+WxabD242dL9o+QValW9lq50hi4dg4A8DDdt7St+DaQ9Ms6WlykiXnKiKRyR1zp49i48//hhffvklfvnlF/z777/IkCEDChYsiJtuugmPPPIIateubcvFRYsWoWHDhpZs5VmR2KVUZPvYiRMn4uuvv8bmzZtx8OBB3/Mlv8933303brvtNkvtplZZl5hlbkxtpO19T672uKVkRabqmfL+2B2mKrgeOABce22wf/LZ1Ve757MTZV1yohMGdm05GWyXnMfsdLnI5A+NAwcO4JprrsFVV13lsVF0r7vk6g5bciVXdwgkUZVVwbI62F/atgUmT0656W++AWTS+FK5WLw49sXH2/9tLVkS2LrVbHPqVKBFi7B0304juuREO32nTewS0CVumRvVxyCZqmcqiuRKrqoJHDl9BLleD36hee9Te1EwR0HHTSWN11of1MLqfeZWzh/c/QE6VzO3erbSYP/5/TF0+VDDpF2ldvj4vo+tSCivq0tOVA4mzIJ79uxB06ZNsX79+hRbfuqppzB8+HDLu7vZmQyWyef333//iv788MMP6NixI3bt2nXFOpUrV8a6deuU0tQlZpkblYaFIUau6rmSqXqmvD92h6kKrrIKuEiRYP9ktXD27O757ERZl5zohIFdW04G2yXnMTteZB4bcHaXBEjAOwTkvGA5N9hfOnYEJkxIuf8LFwJytrC/XHMN8Pff9pnlywccOmTai36jRvb1XLZkTnQZsEX53bt3Y9SoUZg5cybkvzNmzIgbbrgBrVu3Ro8ePZAlSxaLislXnzNnDsaOHYvVq1fjn3/+wdVXX40bb7zRt2LljjvuSLENqT9jxgzIA8SffvrJ9wDxzJkzyJMnD6pUqYL77rsPDz30EDJnzqzE1+REGLeuoaUwCZAACYSFwN/H/0b+4fmD2jrY9yDyZsmrvP1bP74VC7YvMHTfvO1NPFXnKVvt9JjZA6PXjDZsH63xKN5r+p4tLVVGzImqSNrXSUxMRLVq1YyJ4EqVKqF3794oXbo0jh07hqVLl/omgGUVrpShQ4eir8VjZMR2x44dqTrZs2dP3w5yUpYtW4a6desma7NgwQLIqt/Tp08je/bsvnvAxo0b49prr/XdG+7cuROzZ8/G33//jRUrVqTarpUKjFkrtFiXBEiABEjACgE5H7hMmWALOUc4QwYrKuGry5xonzUng+2z85SlLheZvNklN+Zys86VwepCmFzVsQxUIldydYdAEtXHHgPeC3gg1707MNp8YJesD6tXA7VqGV9dzJQJe7dssffbevHif3eY58+bTf30E1C1ali6b6cRXXKinb5Hm41MAD/44IM4cuRIsq7JA8VZs2ahePHitl2X86K6d+/umwi+UpGHgWPGjEl2xcq4cePw6KOP4nxgjCcjVLJkSUydOhXyMNSNokvcMjeqjw4yVc9UFMmVXFUT2JWwC0VHFg2SPf7scWS9KqvjppLGa8svWuKrTeaxIS/GvYgXGrxgq53237THJ79+Ytj2q9sPr9/6ui0tVUa65ERVPCKh89VXX6Fly5a+puvUqYMlS5YgXbp0Qa6sXbvW9925c+eQO3du3y5v6dOnV+qubAWbP39+30t68jLhH3/8kay+TPaWLVsWhw4d8v173rx5KFSoULJ15XpS/bxJl5hlblQavoYYuarnSqbqmfL+2B2mKrj+8gtQpYrpn6TjxET3/HWqrEtOdMrBjj0ng+1Q86CNLhcZz3xwJ3jJlVzdIeCOKuM1CdcuXYDx480Pn3wSeOutlOFv2gSUKxdU59uvvsLNjRpZP4/92DEgR47g9uQN/qLBDzvdiQZ7qrrkRHu9jx4rOVdOVm6cPHkS2bJlw7PPPus7F+7UqVOYMmUKZBJWSpkyZfDjjz/66tgp//vf//DKK6/4TKtWrYp+/fqhRIkS2LZtm2+Vys8//+z7TuoNGTLksibks4EDB/oeCt51112+M+TkIaKsKBEN8VMeKEqR1caycvhKDxft+O+30SVu+RvuJAqStyVT9UxFkVzJVTWB3w/+jjLvBi/bODfwHNKndT45ljReO03vhA/XfWh0oXft3hh++3BbXbp3yr2Y/vt0w3Zww8F47ubnbGmpMtIlJ6riEQkdWQU84tLuRN9++61vxW1ypXnz5vhGjqgBfKuIK1SooNRd2RJaXvqT8tJLL+H5559PVr9Lly4YP368bwcauQeVFw7DWXSJWeZGd6KGXNVzJVP1THl/7A5TFVxXrQJq1zb9y5oVOH7cPX+dKuuSE51ysGPPyWA71Dxoo8tFJqt7Lly4gLRp01o+b8aDwx5yl8k1ZFSWKpKrJVwhVybXJKjatQs+I7h//+AzhJMju28fkORN+PP//IO0efNa/21N7nCShAQgZ86QxzTcFXXJieHmpro9mfiVs+BkhcjixYt9K0cCyxtvvOGbuE3t4V5Kfm3dutU3cStbGdaoUcPXTuBWzjIRHRcXhzVr1vj82Lx5s2+iOLDIg07ZlaRPnz6+yd7kinz35ptv+r7q1KmT72Gj6qJL3PI3XHVkAGSqnqkokiu5qibwy1+/oMr75rINmQSWyWAVJWm89prTCyNXjTSkO1ftjA+afWCrqcYfNcb3O743bEfcPgK9aveypaXKSJecqIpHJHRka+Z3333X1/SGDRtQvnz5ZN2QraGHDRvm+07ut6pXr67U3ZtuugnLly/3/Q0jL+kVK1bsMn2ZFLruuut8Lxx26NABH35oviih1JkUxHSJWeZGdyKGXNVzJVP1THl/7A5TFVzlpIQGDUz/8uYFDh50z1+nyrrkRKcc7NhzMtgONQ/a8CLz4KCzyyRAAt4g0KoVMHWq2Vd5G/6ll1Lu+9Gjl0/W7twJFClinVnS/WjSpgXOnQPk31FamBMjPzCy0lfO65XSrVs33xbNSYu8/CWrRzZt2uTbWlAmZDNYPPTmsccew3uXtlGXs99qB74ue6nBlStXGhPR8mDz7bfftgxItiErWrQo9u/f71td/++//1p/sSKVVhm3loeFBiRAAiQQVQRW7V2F2uPNZRtZM2TF8QHuLNt4/ofnMXjxYKP/rcq1whetvrDF48ZxN+LHP380bD+4+wN0rtbZlpYqI+ZEVSTt64waNQpPyo5EAEJZGSyTtTIpmyPpjkL2XfBN/srW0FJuvvlm49zgpJIff/wxHnroId/HckTJnXfe6ftvOdv4r7/+Qs6cOXHNNdc48CR1U8Zs6oxYgwRIgARIwB6BOXOAJk1M24IFgb177WmFw4o50T5lTgbbZ+cpS10ushMnTuC3337zvXWaVfY8YFFCgFyVYLxMhFzJ1R0CSVSbNQO++8788OWXgQEDUm76wgUgyZle6z/9FMWbNbP+27poEdCwodlenjzAoUNh6brdRnTJiXb7Hw12gVs3y2RsrYAzrAP9e+2113zbR0uRrZhvvfXWkN2Xt8Gvv/567Nu3z7fVtEwqX6nI97///rtve+fdu3fbmsht1aqV78xgKXIuXb58+UL2NZSKusQtc2Moo22tDpla4xVqbXINlZS1el7mGr8zHg0mmcs28mbOi4P91CzbSMp12PJh6Du/rzE4xXIVw8bHNiJT+kzWBgxA2XfLYvPBzYbd5y0/R+vyrS3rqDTQJSeqZBJuLbnXkYnYo0ePQlbnxsfHX3ZmsBzFIS/iyUtzbdq0waeffqrUzRdeeAGDBg3yacquLLI7S3Il8OVAeWFv1apVGDx4sG9Fsb8UKFAADzzwAAYMGKD8Hk7a0CVmvfwbrjR4k4iRq3q6ZKqeqSiSa3RynTYNuO8+0zd5T+qPP9zxVYWqLjlRBQurGpwMtkrMo/V1uciOHz/u24JIVgrZPTvQoyGQYrfJ1Z2oIFdydYdAEtXbb5dZMvND2YatT5/Um5bzV0+cMOptGDsWRdu0sf7bKmeANW9utidb7G7dmnr7EayhS06MIELHTcvqjSVLlvhePpBVIrJFc3JFVvPKucJS5Aw4OQsu1LJ9+3Zjy+crrT72a8n3Y8eO9f2v2CW3xWBq7TZr1gzfXXox49ChQ8gjL0YoLLrELXOjwqC4JEWm6pmKIrmSq2oCc7fOxR2T7zBkC2YviL291SzbSBqvC7cvxC0f3xLUhUENBmFg3EDL3Sr0ZiHsO7bPsJvVdhaalAxYfmJZ0bmBLjnROYnIKshZwA8++KBv++WqVauiV69eKFWqlO/3c9myZRg+fLhv9W2VKlUwe/Zs5M+fX6nDcrSH3LfJESCywvdKq479R5PICmB5IdF/DElyzsiLgXPnzkW5cuUs+SoxmVKR3WP8u+Ls2bPH9wJiLBbmRndGjVzVcyVT9Ux5f+wOUxVcp0wB2rQx/atQAVi/3j1/nSrzPs4+QU4G22fnKUteZJ4abnaWBEjASwTkYBA5IMRfZIvbnj1TJ3DddcD+/WY92VdGJpatlgkTgM4BWwXKOWBr1lhVCWt95sSw4k62MTl79+DBg6hcuTLWrVt3RYcOHz5sTKrKytsvvgh9i0vZBvCuu+7yacu5v/KA8kpFvu/du7fv68DtA0Mlde7cOd9ZdNIn2WZQtrRWXRi3qolSjwRIgATCS2D65um49/N7jUZL5C6BrU+48wLdhYsXUG9CPazYu8JoT1YF/9bjNxTPXdxSx3O+lhNHzxw1bJZ0XIJ6hetZ0lBdmTlRNVH7ehs3bsSbb76JCRMm+M5aDyzXXnst+vfvj0ceecT67kOpuCQvFcrLhVLatm2LyZMnX9FC7jd//fVXXHXVVZB7Nvm3vGDYrl07yD3pH3/8gaFDh+Kjjz7yaciKZ1nVbGUBgmyDHWoRZmXLlvVVl5XVcgyKTGifP3/eN3kuL0vKZ6dPn8aZM2d821hLke/SpUuHLFmyQI5TEVt/Xaknk/JyXIkUmQgTn+R7GZcjR4747KTvslL75MmTPl2pIyv9pIRaV/T8bOSlTvE9Y8aMPraiJZPyadOm9bUhfcqePbtPX3yQepkyZTLqynfSJ/Fd7P0T+tI38VXqJiYm+vqTUt2kDMU/edk0JYaR5H0lhv6x8TMUnoF1haEwscrbCkN/XT/D5MbGDu/kYlbGxx/fgTHrr+uPWafx7UbMphTfVnj74zAwZiUOAq8F/kbwN8L/O3ul34gvv8yGwM0xatQAli8P/TfZSsyq+I2QfCa7uEmJ5RekQs37KutxMlglTY21+MeSxoPLrpEACXibgJyBumqVyWDcOKBLl9SZlC4NbNli1vvyS6Bly9TtktYYPhx4+mnz01tuAebPt64TRgvmxDDCTqYp+aNf/piR0rRpU8yYMSNFh+QPY3kQItsMykrhUIucQ/zoo4/6qn/55ZdomUJ8y/bOMtksRexkpbCV8u6770LOG5YiWxG+8847Vsx9db2yosQyGBqQAAmQgCYEPt/wOR746gGjN+WvLo8NPTa41rt1f61D9bHVIRPD/tK0ZFN81+a7kI9DkAfo6QenD9JY120dKuev7JrfoQjzXi4USu7Xkck7mVQdN24cDhw4kGyDNWvWhGznLPd8KotMMEu7UubMmYPbU3ipVSZ35Xxhf5GXC/33fYE+Be4U88Ybb+DpwL9xUnHeymSwnGEsE9FSfvjhB+TNmxeVKlXyTXguXLjQt+22HDcik9Tyj/+M48WLF/smRGUVttxPywpmOWpFVlzLCmk5Uu3uu+/26crKbJkwrFGjhm+SddasWb7/LliwoO9IFJnslroyaSvbZksRLZmEk51upI3ChQv7jltZs2aNzweZkJL/lok58VGK1JVj3IoXL+5bnS1aMhYyYSltyAN//6S9+FCyZEnfP/ICpfjYuHFj38SyTNbLzjqyiluK9K1IkSK+o17k5VDpe4MGDXwThzKZ/ueff+IW+bsTwIIFCyDbfIsfMoksTOvXr+97oVSOgdmxYwfuuOO/XRkWLVqE3Llz+15Ilcm8+fPno06dOr6XObdu3eqr749V/y5G1apV8/VZ4kxWd0tbO3fu9PksOwNJkS3HhY/Eu0yUyMul1atX960Al4mOn376yfeSqkx8r1692sdZ/raRMn36dN/qeemv9OvHH39EvQe7jQAAIABJREFUkyZNfJPha9eu9U2U16v33ws48neTvEggq+LlmpO/jW677Tbf31bygq1MFsfFxfnqymp8qSer9YXt0qVL0ahRI18MyY6LYi//L0WO45GJGdGWCX7Z9l105OUCOWpH+iDtSPn+++99vGTHRhlf+X/xT+J4y5YtvmtN/JciOjJm0j/ph7Tj5y31RNv/8q74J/0QbjLhJf4LT3nhdteuXb7+3XPPPT5dOWZIYlfGQyZThYuMk/RB8oNwk3GUFwKEp1wD/t2m5Ixzud6KFi0KWbEv4yHxIdeLjJP83SnxI0XGsXTp0r4XRPy85dgimaT+5ZdffLEpcSlF4kN2l5L6sh29xI/Es0zqyrUpbQXGrPRLdiCQMZO4lOtEYnPz5s2+/vp/0/gbwd+IUH4j1q+vhx49fKHoKxLCU6dG729ExYoVORlsDpel/+JksCVc3q2syx9LSW9KvDuiantOrmp5+tXIlVzdIZBEtWpVIHBlpbzR3r596k3Lq4Jr1xr1fn78cRQbNMh4mzx1gUs1nnsOkHOK/UUm1Cys3gy5HYUVdcmJCpGEVUrOmJMHCFLuv/9+TJE9jVIosqpE/viWBw7rLex1JA/x/NsAysME/0Og5JqS7/0P2oYNG4Y+oWy1fklIHr7Jwwf5Q14eZslDJPnj3mqx8hAxlleU+B+6+B8wcUWJvRU8gSsc/A8Zhak8nJKHm1xR8t+KKScrSoSxPHyWB43y4FT1KiivrijxP9SXh7KyIi+5FWpurOCJhlVnH/z4AbrO6mqkh6rXVsXSh5YqWeUnO1LIQ2z5HZAJCT/DJ2c/iVGrRwWlpMl3TcYDVR/wPUhPbdXZgYQDKPRe8Ha2257Y5ltdHLjKjytKrGb92K8vsSP3TvI7KRNccu/UsWNH36SgTFTKpKCc5ysTPHKPI7uwPPnkk0o6LhNzMgEq9xByzyWTm+LDlYrcQ8pkjJSUXi6UCTOZLBV9ubeTCaVQi5WX+ngfx5XBSfOcTFbKhLLkRvkN530c7+OidWWwl+/j3Nyt4Ur3cZKDAv9evtLK4HHjsuHSRme+tHXrrfIyA1cGh5rDY6keJ4NjabQi6KsuD77lplzeNpQbf3lri0UNAXJVwzGpCrmSqzsEkqjKeVabNpkffv450Lp16k3LW8A//GDU+/f555F1wADrv62PPQa8957Z3iOPAO+/n3r7EayhS06MIEJHTcvElaw0kNK+fXtjS74riUpdsZE32+WN/VDL4MGDfecMS5FVFv4335OzlzfaZWWCFLF7Tl5yCKHIZI48tJE3w6V8+OGH6NChQwiWl1exMhkcyytK5OGwrHyRFQRyL8cVJWpWlMhKCFkRIw+yuaJEzYoSWb0hK5fkBQZZwcMVJWpWnflXBsnkjPyue2nV2eDZg/H86v/ykpSKOSti4s0TfZNOKladyUonmRiTnORfdXbk9BEUG14MhxMPG+1eneFq/P7E78idLXeqq85mL56NDr8F57UDTx/A1VmvjuiqM64osXWrodRIVs3KmcBSJk6ciIcffvgyfXlJQFYTyso2eflAVopKnDotsrJXXiiU0rdvX98WzykVWYkoKwmlyEpm//1hcjZyfyIrVv1bF8vEnIqiy98ffMahIhou1yBX9VzJVD1TUSTX6OT66qvAgAGmb7JJxLffuuOrClVdcqIKFlY1OBlslZhH6/Mi8+jAs9skQAL6EyhRAti+3ezntGnApe2TUuy81Am8Oxw8GAhxAixIt21b4LPPzI/69wdeey2quTMnRnZ4dFkZLA84Zasy2fJOimwtKFtM2y1eWVGSdBUaVwY7Xxkcytvi/lWtPGtOLW8n5yN6dWVwKGdX6royeNjSYei7sK+RJhoUboCZ989UsjI46fmfgQzHrRyHR+Y+EpSenrnpGbx6y6uprgxev289qk+qHmR76n+nIOcPc2Ww3Ywf+3YSX7KNsWyFKlvQyq4oVyoyserf4rZXr16+FcJOi2wrK9u3SpFdY+TlkpRK69atfUeGSBk/fjw6BR6smMSwTZs2xq418jKQLERQUfj3hwqK1CABEiABEkiOgLwDL4/0/CXaN+xjTrQfx5wMts/OU5a6XGSyHYK8oS9/eMj5GSxqCJCrGo5JVciVXN0hkES1UCFg3z7zw9mzgUtnIqXYvpxTNXmyUeVYjx7IOGKE9d/WO++UA4nMpmQiWCaEo7jokhOjGHGKrulwZrA8BJVVzZMvXUNy7pxsdy2rXtwqusQtc6P6CCFT9UxFkVzJVTWB15e+jmcWPmPIyvm9M9rOUNJMSvEqOavxR43xw05zR5gMaTPg10d/RZl8ZVJs/+f9P6Pa2GpGnfRp0+Psc2dDPnNYSeeSEdElJ7rFx21d2a1Nzk2VktqRH4H3fXJkhxzN4aTI0SGylbO8lBfqVs6yGvjFF1/0NTt27Fh07Wpu157Ul8CJY3mBUZ49qSi6xCxzo4pouFyDXNVzJVP1THl/7A5TFVz79QPeeMP076GHgEmT3PPXqbIuOdEpBzv2nAy2Q82DNrpcZDyD1Z3gJVdydYeAO6qM1yRc5QHFoUPmh7L1c4MGqcPv0QMYPdqot+OOO5D7s8+snxlcpw5wads1n5hsES1bRUdx0SUnRjHiVF2TcyLl5a7KlStjXeCZ10ks5UyiPHny+D6VCVfZFjDUMmPGDNwt+yMBvlUoshrlSkW+733pkB1ZaeI/P/hK9Xv06IHRl66fJk2aYPr06b7zvdwsusQtf8PVRwmZqmcqiuRKrqoJvLToJbwY/9+ElJQWZVtgauupSppJLV43/bMJlcZUQuKFRKO9RsUaYUH7BSlO7C7etRhxE+MMm9yZcuPf/v8q8dmJiC450QmDSNrKPZzcy/niuEULTJ165Tg+duyY7/xTKbKiV46HcFLeeustPPXUUz4J+e9QziGWbar9x4X0798fr6Wwi1H16tV9529nzpzZd6yFqhf9dInZ1H5rnIytl23JVf3ok6l6prw/doepCq5PPAG8/bbpX7Sf3qZLTnQvIq6szMngSFCPwTZ1ucjk7CN5AzR9+vTKbspjcDiVu0yuypH6BMmVXN0hkEQ1e3bg+HHzw+XLAZmgTa3I6t2A87XOt2mDNJ98Yv23tUwZIHBrOJmskz1porjokhOjGHGqrt18881YsmQJsmbN6ptwkbyeXFmxYoVxTqec7yYrO0It27dv951HKSW1LZzle1kpIkXsihUrdsVm5CGi/2w66cecOXN8DwzdLrrELXOj+kghU/VMeR/nDlOvc312wbN4bZl5lMaDFR/EJ80/UQI7lN+BZxY8g9eXvR7U3mctPsMDFR64og8zt8zEXZ/dZXxfOGdh7Oq1S4nPTkR0yYlOGETSVuItd+7cOHr0qO+c6l27dl3xXi7w5bzHH38co0aNcuS6rAaWs4fl3vHPP/80JqVTEj1//rxvJbOs9C1dujQ2bdqU7EsQO3bswA033OD7O75x48ZYsGCBI18DjXWJ2VB+a5RB85AQuaofbDJVz9Tr93HuEP1P1Wm8yuTvuHGmhzI5PHKkmx4709YlJzqjYM+ak8H2uHnOiheZ54acHSYBEvAKAdky/9w5s7dr1wLVzO38rohhyBBg4EDz62bNgOnTrVO79lrgwAHTbv584JZbrOuE0YI5MYywr9DUgAED8Oqrr/q+XblyJWrVqpVsTVm58eyzz/q+mzt3Lm677baQnZdtMQsVKuR7UFimTBnfg78rlbJly2Lz5s2+bQf37NlzxVVSQ4YMwcBL103NmjWxcOFCZJcXMsJQGLdhgMwmSIAESMBFAk/NeQpvrXrLaKFz1c74oNkHLrYYLH3i7AmUfbcs9hzdY3xRIFsBbO65GTky/rdyM2mZsmEK2nzVxvi4/NXlsaHHhrD5fKWGmBMjPgRo27YtPvvsM58jsgXzCy+8cJlTssOLnBe8cePGZO/lJk6ciI4dO/q+E3v/Vs5X6t1vv/1mnA8su798++23IYOQF/nkhT4pcg/6zDPmlu3ymZwB36xZM99LflLkjOGWLVuGrJ9aRcZsaoT4PQmQAAmQgF0C7dsDnwS8XyjbRr8e/P6fXWlX7JgT7WPlZLB9dp6y1OUiO3HihO9hrTzUldVELGoIkKsajklVyJVc3SEQoHrhApAuXXAzGzYA5cun3rS8lf/kk0a9Y9WrI218vLXf1osXgYwZgyej16wBqldPvf0I1tAlJ0YQoeOmV69ebUwAX2nVrrwdW6FCBd8kbq5cuSBnxFndijlwO2dZZVy7du3LfJfJ6DqXVtNL/XfffTfZ/o0cOdLYarpixYpYtGiRsYW1YyAhCOgSt8yNIQy2xSpkahFYiNXJNURQFqt5meujMx7FmLVjDGKP1XwM79z5jkWCyVcPles3m75B8y+aB4n0qtULI+4YkazwuLXj8MgM8/iP2oVqY0XnFUp8diKiS050wiDStvJcRrZUPnnypM8VmZx9+OGHUbx4ccg5wXJ/Jds479692/d9cittrU4G9+vXD29cOhRRtqaWLapDLeLTTTfd5NsCWkq7du18/8h211u3bsWbb76JVatW+b6T40JkRXOaNGlClU+1ni4xG+pvTapAWCGIALmqDwgyVc9UFMk1OrnK5nyBJzbI+1kvmieTuOO0A1VdcqIDBLZNORlsG523DHW5yOTMFjlbsEqVKsiWLZu3BtHF3pKrO3DJlVzdIRCgevo0kHR72j/+AG64IfWmP/wQ6NTJqHesdGmkWbPG2m/riRNA0t/ibduA4sVTbz+CNXTJiRFEqKRp/1bRss3f4sWLjQlZv7g87JOHflKSWy0ik7ENGzb0fS8PH+WBYtKyZcsWlC9f3nfERI0aNXztBG7pfOrUKYgfa9as8W03KCtXSpYseZnOhx9+iM6dO0NWG5cqVcqnc62sig9j0SVumRvVBw2ZqmcqiuRKrqoJdJzeERPXmbmqT50+GHbbMCXNhBqvkseaftoUs7fONtpNlyYd1j6yFpXzV77MlzdXvIk+8/oYn99a/FbMaz9Pic9ORHTJiU4YRIOtbKPcpk0byBnCKRU5r1cmb2Vr6cBiZTJYXhIsXLgw9u3b59PZv38/MspLqRaK2Mik9VrZSekKRSaCp0yZonznF11iNtTfGgvDwqq853AlBhirrmDl/bE7WB1zvftuYMYM0znZhC3JBhgueW5PVpecaK/3zqw4GeyMn2eseZF5ZqjZURIgAS8RSEgAkjxUwZ49QKFCqVOQ1wYDz/YtVSr47N/UFYC9e4Hrrw+ueegQkCdPKNYRq8OcGDH0QQ3LeW+yQkMmZOUFL9k6WiZ35f/lIZz/DF+ZfJXJ2qTbMYcyGSwNyjbTst20lKpVq/q2CJSzhLdt24bXX3/dd+6cv94rr7xyGZxp06b5tgmU8+Zy5MiBzz//3Lf9dEpFzhxWvYMJ4zY64pZekAAJkIBdArLdsmy77C//q/8/DGk0xK6cbbtt/25D+ffK48z5M4ZG3evrYknHJUibJm2Q7kuLXsKL8ebSkuZlm+Or1l/ZbluVIXOiKpLOdQ4dOoTx48dj9uzZkG2cExISfC/Y5c+fH3KkhmwnLdsvJ7fK1spk8Pz5843jQrp3747Ro0fbcl5eEBR/ZYtreQlQ/M2bNy9uvPFGdOjQAffdd58t3dSMGLOpEeL3JEACJEACdgnISW0LF5rWI0YAvXrZVXPfjjnRPmNOBttn5ylLXmSeGm52lgRIwCsE/v4byJ8/uLdyfu/VV6dOYN484PbbzXqis39/6naBNdavBypVCrZJTLx862prqq7XZk50HXHIDXz33Xe+LfqOHj2arI1MBM+cORM3JLPaPdTJYFlJ0rVrV0yYMOGKfsmqX5l8Tps2+CG4GMiDwUmTJoXcJ6n4ww8/oEGDBpZsUqvMuE2NEL8nARIggegmcN/n92Ha5mmGk4MbDsZzNz8XEaeTTvKKExOaTUDHqv+d3+ovT897GsNXDDf+/+HKD2PivZfvxBHuTjAnhps423NKgDHrlCDtSYAESIAErkSgXj1g2TLz2zFjgG7dopcXc6L9seFksH12nrLU5SI7cuQIlixZgvr16yNnzpyeGkM3O0uu7tAlV3J1h0CAqpzBVaRIcDNHjgA5cqTe9IoVQN26Rr3ETJlw4q+/rP22Ll4MxMWZbcnvsqxWjvKiS06Mcswhu7dr1y7Iebwy6Stjc9VVV/kmf1u1aoWePXsiS5YsyWqFOhnsN541a5ZvwvfHH3/0bWeYL18+34oVObO4SZMmV/SXk8EhD2VIFZkbQ8JkqRKZWsIVcmVyDRmVpYpe5nrn5DuDtmd+49Y38HTdpy3xu1Jlq1xPJ55GhfcqYNvhbYZkviz58HvP35Ens7nDS7fvumHsT2ONOj1r9sTbd76txGcnIryXc0KPtpEgoEvMWv2tiQTrWGyTXNWPGpmqZyqK5BqdXGvUAAJPQJATtB5+2B1fVajqkhNVsLCqwclgq8Q8Wl+Xi+zMmTO+B8WyPaPV82E8OvQhdZtcQ8JkuRK5WkYWkgG5BmCS84Fle+fAIucIh3J+1oYNQMWKQaZnTpxAxitMvCU7ONOnA/fea35VtCiwY0dI4xjJSrrkxEgyZNvhJ6BL3PI3XH3skKl6pqJIruSqmkCjSY3ww84fDNm3m7yNnjf2VNKMnXid/cds3PnpnUHtd6veDWPuGmN81vartvhsw2fG/z9b71m80vjyIxWUdMKCiC450UKXWTXGCegSs3Z+a2J86MLiPrmqx0ym6pny/tgdpiq4VqgA/Pab6d+UKcD997vnr1NlXXKiUw527DkZbIeaB214kXlw0NllEiAB/Qkkt03zhQtAmjSp9z25VcWyqtfKrgvyumHHgO0Eq1YFfvop9bYjXIM5McIDwOZtEWDc2sJGIxIgARKIGgJ1x9fFir0rDH/G3T0OXap1iah/Lb5oga83fW34kAZpsKrLKtQsWNP32d2f3Y0ZW2YY37/c6GUMqD8goj5L48yJER8COmCRAGPWIjBWJwESIAESCJlAiRLA9u1m9WnTgHvuCdk87BWZE+0j52SwfXaestTlIjt37hwOHz6M3LlzI0OGDJ4aQzc7S67u0CVXcnWHQIDqmjVAzf8e1vmKrAiWlcGhlMOHgTzmNoBicm77dmQoViwU6//qvPUW8NRTZv1GjYCFC0O3j1BNXXJihPCx2QgR0CVumRvVBxCZqmfqy4n8u8MVsF7mWu39avj5r58Nrh/f9zHaVWqnhLNdrnuO7EGZd8vg5LmThh/VC1T3TQinS5sODSY2QPyueOO7UXeMwuO1HlfisxMRXXKiEwa0jS0CusSs3d+a2Bqt8HtLruqZk6l6prw/doepCq4FCwJ//mn6N3cucNtt7vnrVFmXnOiUgx17TgbboeZBG10usoSEBMTHxyMuLg65cuXy4Ei602VyJVd3CLijyngN4LpsGVCvnvmBnBUsZwaHUhITgSQv1RxduRI5atUKxfq/Oi+8AAwaZNZv0QKYOjV0+wjV1CUnRggfm40QAV3ilr/h6gOITNUzFUVyJVfVBMq9Ww6bDm4yZL9s9SValmuppBkn8Tp02VD0X9A/yI9373wXPWr2QPWx1fHTfnPXlw/v+RAdqnRQ4rMTEV1yohMGtI0tArrErJPfmtgasfB6S67qeZOpeqa8P3aHqQquefMC//5r+hcfD9x8s3v+OlXWJSc65WDHnpPBdqh50EaXi+zChQu+87vkvOC0adN6cCTd6TK5kqs7BNxRZbwGcP3+e6BxY/ODq68GDhwIHbycD3zqlFH/wvLlSFunTuj2TzwBvP22Wb9LF2DcuNDtI1RTl5wYIXxsNkIEdIlb/oarDyAyVc9UFMmVXFUTKD6yOHYk7DBkv2vzHe4qdZeSZpzE69nzZ1FlTJWgieqcGXPi956/o/6H9fHHv38YPk5tNRUtyrVQ4rMTEV1yohMGtI0tArrErJPfmtgasfB6S67qeZOpeqa8P3aHqQquSR7tYdUq4MYb3fPXqbIuOdEpBzv2nAy2Q82DNrzIPDjo7DIJkID+BGbPBu680+xnoULAnj2h9/vaa4Mnj+fPB265JXT79u2BTz4x6/ftCwwdGrp9hGoyJ0YIPJt1RIBx6wgfjUmABEgg4gSuG34d9h/fb/gxv/183FLcwn2Xiz1YtHMRGk5qGNTCQ5Ufwrxt8/DX8b+Mz+e2m4vbSkR+30HmRBeDgdKuEGDMuoKVoiRAAiTgeQIXLwLp0gHyb3/55RegUqXoRcOcaH9sOBlsn52nLHW5yE6ePIktW7agVKlSyCKvvbAoIUCuSjBeJkKu5OoOgQDVb74Bmjc3PyhRAti6NfRmb7gB2LbNqH/ms8+Q8YEHQre/6y5g5kyz/iuvAM8+G7p9hGrqkhMjhI/NRoiALnHL3Kg+gMhUPVNRJFdyVU0gz+t5cPj0YUN2ScclqFc44LgPBw2qiNd2X7fD5PWTg7xImyYtLly8YHy2vNNy1Lnewi4yDvqUkqkuOdElPJSNQgK6xKyK35ooHJ6Iu0Su6oeATNUz5f2xO0ydcj17FsiYMdi3LVuAkiXd89epsi450SkHO/acDLZDzYM2ulxkx44dw08//YRq1aohe/bsHhxJd7pMruTqDgF3VBmvAVynTAHatDE/KF8e2LAhdPDVqgE//2zUPzVmDDJ36xa6/U03AcuXm/Xfew949NHQ7SNUU5ecGCF8bDZCBHSJW/6Gqw8gMlXPVBTJlVxVE8jychacSjSP5/ix64+ocV0NJc2oiFdZAVz6ndI4euboFX1a/+h6VLimghKfnYjokhOdMKBtbBHQJWZV/NbE1siFx1tyVc+ZTNUz5f2xO0ydcj16FMiZM9i33buB6693z1+nyrrkRKcc7NhzMtgONQ/a8CLz4KCzyyRAAvoTmDQJ6NDB7KdM7q5dG3q/4+KAxYvN+nL+b8+eoduXKwds2mTW/+wzwMrK4tBbUlqTOVEpToqFiQDjNkyg2QwJkAAJuEDg4sWLSDcoHS7C3MMvWiZWA7s7atUoPDnnySsS2PnkThTJVcQFQtYkmROt8WLtyBNgzEZ+DOgBCZAACehI4O+/gfz5g3t24ABw9dXR21vmRPtjw8lg++w8ZcmLzFPDzc6SAAl4hcDYsUDgSt46dYJX6qbGwek2zwUKAH+Z58hhzhzg9ttTazXi3zMnRnwI6IANAoxbG9BoQgIkQAJRQuDs+bPIOCR4D78/Hv8DN+S5IUo8/M+NxAuJqDmuJtb9tS5Zvw71O4Q8mfNE3GfmxIgPAR2wSIAxaxEYq5MACZAACYREYNcuoGjR4KrHjgHZsoVkHpFKzIn2sXMy2D47T1nqcpEdOXIEy5cvR926dZEz6R4InhpRtZ0lV7U8/WrkSq7uEAhQlZW8TzxhftCgAfDDD6E327YtIKt5L5XTvXsj0/DhodtnygScOWPWX7UKuPHG0O0jVFOXnBghfGw2QgR0iVvmRvUBRKbqmYoiuZKrSgKy9XLO14L38Nvz1B4UylFISTMq43XFnhWoO6Fusn6dfe4sMqTLoMRnJyK65EQnDGgbWwR0iVmVvzWxNYLuekuu6vmSqXqmvD92h6lTrr//DpQpE+zbuXNA+vTu+etUWZec6JSDHXtOBtuh5kEbXS6y06dPY/fu3ShcuDAyySQEixIC5KoE42Ui5Equ7hAIUH3jDaBfP/ODO+4AZs8OvVlZVSyriy+VxG7dkH7MmNDsT50CsmQJrrtlC1CyZGj2EaylS06MIEI2HQECusQtc6P64CFT9UxFkVzJVSWBAycO4Nph1wZJ/tP3H+TLkk9JM6rjtcu3XTD+5/FBvmVMlxGnnzutxF+nIrrkRKccaB87BHSJWdW/NbEzgu56Sq7q+ZKpeqa8P3aHqVOuv/wCVKli+pYuHZCY6J6vKpR1yYkqWFjV4GSwVWIerc+LzKMDz26TAAnoTWDIEGDgQLOP99wDTJsWep+ffhoIXAn80EOAnEMcSvnzT6BgweCa//wD5FPzUDMUF+zWYU60S452kSTAuI0kfbZNAiRAAs4I7D6yG0XeCj5r9+gzR5E9Y3Znwi5ZHzx5EKXfKY1/T/1rtCAT1zKBHQ2FOTEaRoE+WCHAmLVCi3VJgARIgARCJbByJSAnxvlL1qzA8eOhWkemHnOife6cDLbPzlOWulxkiYmJvi3bZIvo9NG830GMRRe5ujNg5Equ7hAIUJWJYJkQ9pfWrYHPPw+92ZdeAl580ah/4d57kfabb0Kz37gRKF8+uG6070VzyVtdcmJoA8VauhDQJW6ZG9VHJJmqZyqK5EquKglsObTFN7kaWFRuuexGvI5bOw6PzHjEcLle4XpY0nGJSiy2tXTJibYB0DDmCOgSs2781sTcYLrgMLmqh0qm6pny/tgdpk65LloENGxo+ibrM2SdRjQXXXJiJBhzMjgS1GOwTV0usoSEBMTHxyMuLg65cuWKwZGITpfJ1Z1xIVdydYdAgKpsES1bRftL+/bARx+F3uyIEUDv3kb9c3FxyCB3kqGUZcuAevXMmtmzA0ePhmIZ8Tq65MSIg6QDYSWgS9wyN6oPGzJVz1QUyZVcVRL49e9fUXlMZUMybZq0SByYiDRp0ihpxo14vXDxAnrM7IH3176PvJnzYkrLKbil+C1K/HUqoktOdMqB9rFDQJeYdeO3JnZG0T1PyVU9WzJVz5T3x+4wdcp1zhygSRPTt0KFgD173PNVhbIuOVEFC6sanAy2Ssyj9XW5yM6fP4+TJ08iS5YsSCeb4LMoIUCuSjBeJkKu5OoOgQDVJ58ERo0yP+jSBRg3LvRmP/gA6NrVqH+xZk2kWb06NPsZM4C77zbrFi4M7NoVmm2Ea+mSEyOMkc2HmYAuccvcqD5wyFQ9U1EkV3JVSWD1vtWo9UEtQzJLhiw4MeCEsibciteLFy8i4XQCMqTLgGxXZVPmr1MhXXKiUw60jx0CusSsW781sTOS7nhKrupjiDQRAAAgAElEQVS5kql6prw/doepU66yuV/z5qZvN9wA/PGHe76qUNYlJ6pgYVWDk8FWiXm0Pi8yjw48u00CJKA3gW7dgLFjzT727Am8/XbofZYtpR94wKxftiwg2z+HUj7+GJAzhv2lcmVg3bpQLCNehzkx4kNAB2wQYNzagEYTEiABEogSAot3LUbcxDjDmzyZ8+BQv0NR4l3sucGcGHtj5nWPGbNejwD2nwRIgATcIfDZZ0DbtqZ2hQrA+vXutKVKlTnRPklOBttn5ylLXS6yU6dOYdu2bShRogQyZ87sqTF0s7Pk6g5dciVXdwgEqHboAEyaZH7Qpw8wbFjozc6eDdx5p1H/4nXXIc2+faHZy4pkWZnsLw0aAD/8EJpthGvpkhMjjJHNh5mALnHL3Kg+cMhUPVNRJFdyVUlg3rZ5uP2T2w3J67Jfh329Q7znCsERr8WrLjkxhKFlFU0I6BKzXvutCVf4kat60mSqninvj91h6pTrhx8CnTqZvtWsCYS64Z97PUpZWZecGAl+nAyOBPUYbFOXi+zo0aNYs2YNatSogRw5csTgSESny+TqzriQK7m6QyBAtU0bYMoU84MBA4CXXw692aVLgfr1jfoXc+RAmiNHQrN/6SXgxRfNuvfeC8j+NDFQdMmJMYCaLiokoEvcMjcqDIpLUmSqnqkokiu5qiTw7e/f4p4p9xiSxXMXx7YntilrwmvxqktOVBYAFIp6ArrErNd+a8IVWOSqnjSZqmfK+2N3mDrlOno00KOH6Zs84lu82D1fVSjrkhNVsLCqwclgq8Q8Wp8XmUcHnt0mARLQm4AcDBI4ASsTtM8/H3qff/kFqFLFrJ8mjRySCMi/Uyu9egEjR5q1OnYEJkxIzSoqvmdOjIphoBMWCTBuLQJjdRIgARKIIgJf/PYF7p96v+FRuavL4bcev0WRh7HlCnNibI0XvQUYs4wCEiABEiABNwi8+SYgmwT6y623AvPmudGSOk3mRPssORlsn52nLHmReWq42VkSIAGvEGjaFJg1y+zta68B/fuH3vsdO4DixYPrHzsGZMuWusbDDwMffWTW690bGD48dbsoqMGcGAWDQBcsE2DcWkZGAxIgARKIGgIf/fIRHp72sOFPtQLVsPaRtVHjX6w5wpwYayNGfxmzjAESIAESIAE3CLzyCvC//5nKzZoB06e70ZI6TeZE+yw5GWyfnacsdbnIZJuPlStXonbt2twmWmEEk6tCmAFS5Equ7hAIUG3cGPj+e/ODt94KPsc3NQcOHgSuvjq41p9/AgUKpGYJyB3md9+Z9QYPBp57LnW7KKihS06MApR0IYwEdIlb5kb1QUOm6pmKIrmSq0oCY9eORbcZ3QzJutfXxbJOy5Q14bV41SUnKgsACkU9AV1i1mu/NeEKLHJVT5pM1TPl/bE7TJ1ylc0B5XGcv7RuDXz+uXu+qlDWJSeqYGFVg5PBVol5tL4uF9mpU6ewc+dOFC1aFJkzZ/boaKrvNrmqZyqK5Equ7hAIUK1XD1gW8CBRDgvp3j30Zs+cATJlCq7/++9AqVKpa8hBJHLmsL+88w7w2GOp20VBDV1yYhSgpAthJKBL3DI3qg8aMlXPlPdx7jD1MtdRq0bhyTlPGmAbFWuEhQ8tVAbaa78DuuREZQFAoagnoEvMeu23JlyBRa7qSZOpeqZevo9zh6ap6iRe+/YFhg0ztR56CJg0yW2PnenrkhOdUbBnzclge9w8Z8WLzHNDzg6TAAl4gUDNmsCaNWZP5cxeObvXSsmYETh71rT48UegRo3UFSpUAH4LOOtu8mSgbdvU7aKgBnNiFAwCXbBMgHFrGRkNSIAESCBqCAxdNhT9F5hHedxZ8k7MbDszavyLNUeYE2NtxOgvY5YxQAIkQAIk4AaBxx8HZG2GvzzyCPD++260pE6TOdE+S04G22fnKUtdLrLExEQcP34c2bJlQ/r06T01hm52llzdoUuu5OoOgQDVSpWA9evND+xMyObLBxw6ZGrIttMNG6buesGCgGwp7S9ydnGTJqnbRUENXXJiFKCkC2EkoEvcMjeqDxoyVc9UFMmVXFUSGBQ/CC8sesGQbF62Ob5q/ZWyJrwWr7rkRGUBQKGoJ6BLzHrttyZcgUWu6kmTqXqmvD92h6lTrl27Ah98YPr25JOAnCAXzUWXnBgJxpwMjgT1GGxTl4ssISEB8fHxiIuLQ65cuWJwJKLTZXJ1Z1zIlVzdIRCgWro0sGWL+cHUqUCLFtaaLVYM2LnTtJk+/b/zgFMrWbMCJ0+atVasAGrXTs0qKr7XJSdGBUw6ETYCusQtc6P6kCFT9UxFkVzJVSWBAQsH4NWlrxqSbSu2xeTmk5U14bV41SUnKgsACkU9AV1i1mu/NeEKLHJVT5pM1TPl/bE7TJ1ybd8e+OQT07f+/YHXXnPPVxXKuuREFSysanAy2Coxj9bX5SLjm13uBDC5kqs7BNxRZbwGcC1SBNi92/xgxgygaVNr4CtXBn791bT5+GOgXbuUNWRbadleOrBs3gzI5HQMFF1yYgygposKCegSt/wNVxgUl6TIVD1TUSRXclVJoPfc3hixcoQh2alKJ4y/Z7yyJrwWr7rkRGUBQKGoJ6BLzHrttyZcgUWu6kmTqXqmvD92h6lTri1bAl8FbDbzwgvAiy+656sKZV1yogoWVjU4GWyVmEfr8yLz6MCz2yRAAnoTyJ8f+Ptvs4/z5wO33GKtz/XqAcuWmTbvvQc8+mjKGtKmtB1Y5LNrrrHWdoRqMydGCDybdUSAcesIH41JgARIIKIEeszsgdFrRhs+9KjRA+82fTeiPsVy48yJsTx63vSdMevNcWevSYAESMBtAnfdBcycabby6qvAM8+43aozfeZE+/w4GWyfnacsdbnITp06hZ07d6Jo0aLInDmzp8bQzc6Sqzt0yZVc3SEQoJo7t+xjaX6weDFQv761ZuWc3zlzTJvXXwf69UtZQ1YBly0bXOfMGeCqq6y1HaHauuTECOFjsxEioEvcMjeqDyAyVc9UFMmVXFUS6Dy9Myasm2BI9q7dG8NvH66sCa/Fqy45UVkAUCjqCegSs177rQlXYJGretJkqp4p74/dYeqUq6wHWbjQ9E3OC5Zzg6O56JITI8GYk8GRoB6DbepykR09ehQrV65E7dq1kSNHjhgcieh0mVzdGRdyJVd3CASoZskiT6vND1atAm680Vqz998PfPGFafO//wFDhqSsIecD161r1hE/Tpyw1m4Ea+uSEyOIkE1HgIAuccvcqD54yFQ9U1EkV3JVSeDBrx/Ep+s/NSQH1BuAlxu/rKwJr8WrLjlRWQBQKOoJ6BKzXvutCVdgkat60mSqninvj91h6pRr0s3+xowBunVzz1cVyrrkRBUsrGpwMtgqMY/W50Xm0YFnt0mABPQlcPEikC4dIP/2l3XrADkD2Erp0gUYH3Bm3RNPACNHpqwwa1bw2cQFCwJ791ppNaJ1mRMjip+N2yTAuLUJjmYkQAIkEAUEWnzRAl9v+trwZFCDQRgYNzAKPItNF5gTY3PcvOw1Y9bLo8++kwAJkIB7BKpXB376ydSfOBF4+GH32lOhzJxonyIng+2z85QlLzJPDTc7SwIk4AUC585dvi2zbN9curS13j/1FCD7yPhLx47ABHMbw2TFJk8G2rUzv6pQAVi/3lq7EazNnBhB+GzaNgHGrW10NCQBEiCBiBNo+mlTzPpjluHH0FuGou9NfSPuV6w6wJwYqyPnXb8Zs94de/acBEiABNwkUL48sHGj2cLnnwOtW7vZonNt5kT7DDkZbJ+dpyx1uchkm481a9agRo0a3CZaYQSTq0KYAVLkSq7uELikevw4kD17cBM7dgBFi1pr9oUXgEGDTJsWLYCpU1PWeOcd4PHHzTpyTrGcVxwjRZecGCO46aYiArrELXOjooDg/YZ6kEkUGavuIPYq18YfNcb3O743oI66YxQerxVwL+UQt9e46pITHQ47zWOIgC4x67XfmnCFGLmqJ02m6pmKIrlGH9cSJYDt202/pk8HmjVzx09VqrrkRFU8rOhwMtgKLQ/X1eUiO3XqFLZt24YSJUogc+bMHh5RtV0nV7U8/WrkSq7uELikeugQkC9fcBN//gkUKGCt2WHDgL4BK1Nuuw2YOzdljcGDgeefN+vInabcccZI0SUnxghuuqmIgC5xy9yoKCACZMhUPVNRJFdyVUngpgk3Yfme5Ybk2LvGomv1rsqa8Fq86pITlQUAhaKegC4x67XfmnAFFrmqJ02m6pny/tgdpk65XncdsH+/6Zs8zpPHetFcdMmJkWDMyeBIUI/BNnmRxeCg0WUSIAESSImATPzKWb2BRSaI8+Sxxu3994Hu3U2bOnWA5ebDymTFevcGRowwv5IDSeRgkhgpzIkxMlB0M4gA45YBQQIkQAKxS6D62Or4ab95oNtH936E9pXbx26HIuw5c2KEB4DNWybAmLWMjAYkQAIkQAIhEJBHgIcPmxXj44Gbbw7BMIJVmBPtw+dksH12nrLU5SI7f/48Tp48iSxZsiBdunSeGkM3O0uu7tAlV3J1h8AlVdkHRvaDCSyydXTWrNaa/ewzoG1b0yaU83/lXOHAyd9evYInh615EPbauuTEsINjgxEloEvcMjeqDyMyVc9UFMmVXFUSKP9eeWz8xzzQ7YuWX6BV+VbKmvBavOqSE5UFAIWinoAuMeu135pwBRa5qidNpuqZ8v7YHaZOuWbJIjsamb6tXg3UrOmeryqUdcmJKlhY1eBksFViHq2vy0WWkJCA+Ph4xMXFIVeuXB4dTfXdJlf1TEWRXMnVHQKXVDdtAsqVC27i3DkgfXprzc6YAdx9t2lTuDCwa1fKGvfdB0ybZtZ56aXgbaOteRD22rrkxLCDY4MRJaBL3DI3qg8jMlXPlPdx7jD1MtcSo0pg+2HzQLdvH/g/e+cBLUWxhOGfnJOCoIKgZCQHBYkiioqiT1EMGBAFFQMYQEyAGAgqZjFhVlSMKFHJSSSLJAkCkpGc4zv/7J2dmb172d3Z3p1Udc47T+52V3d/XTM9M9Vd9ROurGx6/koSedDuA35ZE5OcdqnuIQJ+sdmg3WvSZWLCVT1pYaqeaZCf41JD09Bq115PnAB4Vo7/r8vChUCNGqnucXL6/bImJkfBXm1xBtvjFrhafrnIjh49il27dqFIkSLImajDI3CzHv+AhWv8rBIpKVwToRV/WeGawWr+fKBOHQMcnwCPHo0fpF6SMWRatDDqFSsGbN9+cj0sz3q6vPYacP/9ibftUA2/rIkO4ZNmHSLgF7uVe7h6AxKm6plSo3AVrioJnPnymdiwZ0NY5dgOY3Fx+YuVNRE0e/XLmqjMAESR6wn4xWaDdq9Jl2EJV/Wkhal6pvJ8nBqmyXA9dAjIm9far+XLgYoVU9dXFZr9siaqYJGoDnEGJ0osoOXlIgvoxMuwhYAQ8C+B338HGjY0xsfYMPv2JT7eefOAunWNetxoc/gwkC1b1rpq1QK43VCXTz8FOnRIvG2Hasia6BB4aTYpAmK3SeGTykJACAgBRwmcOvBUbD9gbLabfPtkNC3b1NE+eblxWRO9PHvB7LvYbDDnXUYtBISAEEglgV27gMjAqWvXAmXKpLLV5HXLmmifoTiD7bMLVE2/XGQHDx7E2rVrcdZZZyFv5NaXQM2o2sEKV7U8dW3CVbimhkCG1smTgebNjSbiOdEbrUMrVmTeNrh/P5AvX9bdZyjpdeuM3xlquk2blA5XpXK/rIkqmYgu9xPwi93K2qje1oSpeqbUKFyFq0oCBZ4vgP1H9odVzrpzFhqcqS6hW9Ds1S9rokobE13uJuAXmw3avSZdViVc1ZMWpuqZyvNxapgmw3XzZqBUKWu/tm4FihdPXV9VaPbLmqiCRaI6xBmcKLGAlvfLRcYQ0dOnT8cFF1yghYoWUUNAuKrhGKlFuArX1BDI0Dp2LNC6tdHE6acDG4zwg3G3He3pkX877bSsVRQqBOzda/w+dSrQuHHcTTpd0C9rotMcpf30EvCL3craqN5uhKl6ptQoXIWrKgInTpxAzn45cfzE8bDKhXcvRI2S6hK6Bc1e/bImqrIx0eN+An6x2aDda9JlWcJVPWlhqp6pPB+nhmkyXNesAcqVs/Zrzx6gYMHU9VWFZr+siSpYJKpDnMGJEgtoebnIAjrxMmwhIAT8S2DECKBtW2N8fAJcvTrx8fIUcIEC1no8LVy+fHRdR44AuXNbf/vrL6BatcTbdqiGrIkOgZdmkyIgdpsUPqksBISAEHCMwJFjR5D7Weuz07L7lqHSqZUc65PXG5Y10eszGLz+i80Gb85lxEJACAiBVBNYuhSoWtXaCj/ZMfubm0XWRPuzI85g++wCVVMuskBNtwxWCAiBIBAYPhy47jpjpJUrA3wSTFROnABy5QKOHTNqzp0L1KkTXRNjzkSeGuaJZJ5M9ojImuiRiZJuWgiI3YpBCAEhIAS8SWDPoT0o3L+wpfNruq3BWUXO8uaAXNBrWRNdMAnShYQIiM0mhEsKCwEhIASEQBwE5s+3frqjE5jOYLeLrIn2Z0icwfbZBaqmXy6yPXv2YO7cuahbty4KMUypiBICwlUJxkxKhKtwTQ2BDK2ffw506GA0UbMmsGCBrSZPFCuGbDt3GnUnTQKaNYuua/lygI5nsxw4AHgoj7tf1kRbky2VPEvAL3Yra6N6ExSm6plSo3AVrqoIbN23Fae9aE2/sfmRzTitwElSciTYeNDs1S9rYoLTLMU9TMAvNhu0e026TE64qictTNUzlefj1DBNhuvMmUCjRka/GB6aYaLdLn5ZE53gLM5gJ6h7sE2/XGT79+/H8uXLUalSJeTPn9+DM+HOLgvX1MyLcBWuqSGQoXXoUKBTJ6OJBg2AWbNsNXm8TBlk//dfo+7PPwNt2kTX9fvvQMOGxm90AtMZ7CHxy5roIeTSVQUE/GK3sjYqMIYIFcJUPVNqFK7CVRWBdbvW4axXrKeAdz22C4XzWE8LJ9Ne0OzVL2tiMnMudb1FwC82G7R7TbqsTLiqJy1M1TOV5+PUME2G64QJQMuWRr+KFwcYzM/t4pc10QnO4gx2groH25SLzIOTJl0WAkJACJyMwFtvAV27GiWaNgUmT7bHrHp1gHl/dfniC+DGG6PrGj0auOwy4zeGh2aYaA+JrIkemizpapiA2K0YgxAQAkLAmwT+/u9vVHrDmh/40JOHkDuHNY+wN0fnTK9lTXSGu7Rqn4DYrH12UlMICAEhIASiExg1Crj8cuO30qWBdevcT0vWRPtzJM5g++wCVdMvF9nx48dx6NAh5MmTB9mzZw/UHKZysMI1NXSFq3BNDYEMrYMHAw89ZDTRqhUwbpytJk80aoRsjC+jyzvvAJ07R9f15ZfATTcZv1WrZnUk2+pBeiv5ZU1MLzVpzWkCfrFbWRvVW5IwVc+UGoWrcFVF4M/Nf6LmkJphddmQDceePoZs2bKpaiJw9uqXNVGZAYgi1xPwi83K2pgaUxOu6rkKU/VMs3o+PngQeP99YONG4JZbgCpVUtO2n7XatdfvvweuucYgU7EiwMxubhe/rIlOcBZnsBPUPdimXy6ynTt3YtKkSWjevDmKFi3qwZlwZ5eFa2rmRbgK19QQyNDavz/Qq5fRBMM6M7yzDTnSsiVyMb6MLi++CDz8cHRNb78N3Huv8VvjxsDUqTZada6KX9ZE5whKy04Q8Ivdytqo3nqEqXqm1ChchasqAn+s/wPnvX9eWF2+nPmw/4n9qtRreoJmr35ZE5UagShzNQG/2GzQ7jXpMirhqp60MFXPNKvnjZ49gYEDQ+2dcQYwfz5QokRq2verVrv2GnlWo0YNYOFC91Pyy5roBGlxBjtB3YNt+uUiO3LkCHbs2IFixYohV65cHpwJd3ZZuKZmXoSrcE0NgQytffsCffoYTXA74Lff2mry+DXXIDu3FOry9NMA9UeT558HnnjC+OWKK4ARI2y161Qlv6yJTvGTdp0h4Be7lbVRvf0IU/VMqVG4CldVBKasmYJmHzULqyuWtxi299yuSr2mJ2j26pc1UakRiDJXE/CLzQbtXpMuoxKu6kkLU/VMs3reKFUK2LzZaO/ZZ62fjFLTE39ptWuvQ4cCnToZLBo0AGbNcj8bv6yJTpAWZ7AT1D3YplxkHpw06bIQEAJC4GQEHn8ceOEFowRz/DLXrx3p2BH46COjZvfuwMsvR9f06KMATw7rwjhAn3xip1XH6sia6Bh6aTgJAmK3ScCTqkJACAgBBwmMWzkOl3x2SbgHpxc8HRse3uBgj7zftKyJ3p/DoI1AbDZoMy7jFQLBILBnD1C4sHWsZcoAq1cDOXIEg4GTo3zrLaBrV6MHzZoBkyY52aP42pY1MT5O0UqJM9g+u0DV9MtFxnzBHEvp0qW1vMEiaggIVzUcI7UIV+GaGgIZWpkvmHmDdaFDl9sCbcjRrl2Rk0+Rutx5J/Dee9E18bcPPjB+e+AB4NVXbbTqXBW/rInOEZSWnSDgF7uVtVG99QhT9UypUbgKV1UERiwbgbbD2obVnV30bKx6cJUq9ZqeoNmrX9ZEpUYgylxNwC82G7R7TbqMSriqJy1M1TON9rzBkNB16mRu68cfgbbGo09qOuMjrXbtlWc4zBneLrkEGDPG/WD8siY6QVqcwU5Q92CbfrnIdu3ahSlTpqBp06YoUqSIB2fCnV0WrqmZF+EqXFNDIEMrt/+ZHbh33w0wn68NOfjoo8hrPu17/fXAV19F13TttcB33xm/nSyktI2+pKOKX9bEdLCSNtxDwC92K2ujepsSpuqZUqNwFa6qCHzz1ze4fvj1YXVVi1fF4q6LVanX9ATNXv2yJio1AlHmagJ+sdmg3WvSZVTCVT1pYaqeabTnDWYqa9cuc1utWwOjR6emD37Uatden3sOePJJgwgd8HTEu138siY6wVmcwU5Q92CbcpF5cNKky0JACAiBkxGIPKH74IPAK6/YYzZgAPDYY0bdyy4DRo6MrqtlS2DCBOM3nk7u1s1euw7VkjXRIfDSbFIExG6TwieVhYAQEAKOEfh0wae49Ydbw+3XKVUHc7vMdaw/fmhY1kQ/zGKwxiA2G6z5ltEKgaAQGDgQ6Nkz+mhXrADKlw8KCWfG+dRTAHM063Kycx3O9DB6q7Im2p8NcQbbZxeomnKRBWq6ZbBCQAgEgQBz9X72mTHSHj0AOnXtSGSikSZNgClTomtiDCDGAtKFuYZvu81Oq47VkTXRMfTScBIExG6TgCdVhYAQEAIOEnhvznvo/HPncA8alW6E6Z2mO9gj7zcta6L35zBoIxCbDdqMy3iFQDAIdOkCvPtu9LE+8ggwaFAwODg1ykcfBcxB/vhpjp/o3C6yJtqfIXEG22cXqJp+ucj27t2L+fPno3bt2ihYsGCg5jCVgxWuqaErXIVraghkaOWWv2++MZrglsBnnrHV5MH330feu+4y6tasCSxYEF1XuXLAmjXGbx5MBuOXNdHWZEslzxLwi93K2qjeBIWpeqbUKFyFqyoCr//+Oh4Y/UBY3YXlLsT428arUq/pCZq9+mVNVGoEoszVBPxis0G716TLqISretLCVD3TaM8brVoBv/0Wva1TTgH+/RfIly81ffGTVrv2ev/9wBtvGCTonB8yxP1k/LImOkFanMFOUPdgm365yPbt24elS5eiSpUqKFCggAdnwp1dFq6pmRfhKlxTQyBDK5OBjBhhNMFkIY8/bqvJg199hbw33GDUPftsYNWq6LqYr333buO3yZOBpk1ttetUJb+siU7xk3adIeAXu5W1Ub39CFP1TKlRuApXVQQGTRuEHr/2CKu7rMJlGHlzFuk4bDYaNHv1y5poc7qlmgcJ+MVmg3avSZepCVf1pIWpeqbRno/56eiff7Ju6+OPgVuNTBmp6ZQPtNq1V5XZ49KJ0S9rYjqZ6W2JMziC+qhRo3D55ZeH/9q7d2/06dNH2dwsWbIEQ4cOxZgxY7Bu3TocPHgQJUuWRIUKFdCyZUvcdNNNKMdTU3HKxo0bUbVqVTBROKV58+aYOHFinLXjLyYXWfyspKQQEAJCwBMEWrcGxo41usrYMA8/bK/r48cDF11k1C1eHNi6NbOuY8eAnDmtf//zT6B6dXvtOlRL1kSHwEuzSREQu00Kn1QWAkJACDhGoN+kfnh64tPh9v9X5X/4rv13jvXHDw3LmuiHWQzWGPxus9xHnCsXUKZMsOY1q9EeOhQKtHXgQHI8smcPvWoXK5acHr/U3r4d2LgRqFoVIBsRZwkcPhw69Xv8uNGPM88E1q83/n3++cDMmc7208+td+gAfP65MULmb+7f3/0j9vuamMoZEGewiS53UZx77rlYYwpfqcoZfOLECTz11FMYMGAAjh49muWcDh48GN26dYt7ztu1a4dvv/02XF6cwSdHd/z4cY1/zpw5kV1W/rjtLFZB4RqLkL3fhas9brFqCdcMQi1aAJMmGbhefx24775Y+KL+fnzWLGTnU7ouuXMDfIONlP/+A+goNgvj/vCJ30MiD54emizpapiAX+xW7uHqjVqYqmdKjcJVuKoi8OT4J/HclOfC6m6sfiO+uPYLVeo1PUGzV7+siUqNQJS5moBfbDbaveaxx4ABA0LOucGDgQeMqPiunpNUdY7OSgbOWrlSTQv58wMjR/LwkBp9XtUyZQpw5ZUAz1I1axYKTRy5T908tqCti+maVzPXFSuyo3Jla8sffgh07Gj925w5QN266eqhN9uxa6/t2gEmtxJ4HrJ3b/cz8Mua6ARpcQabqD/00EOgM/a0007Dli1btF9UOYPvuusuvP/++5rOWrVqoVOnTtr/58uXTzshvHjxYgwfPhwdO3bEgw8+GJctjBgxAm3btrX0V5zBJ0e3c+dOTJo0STtBXbRo0bg4S6HYBIRrbEZ2SghXO9Ri1xGuGYwaNbJusXz3XcCc94JDg94AACAASURBVDc2ynCJ3X/8gcLnnWetQWcwncJm4RtthQrWv+3bB/AN1UMiD54emizpapiAX+xW7uHqjVqYqmdKjcJVuKoi8MjYR/DSjJfC6jrW7oihVw1VpV7TEzR79cuaqNQIRJmrCfjFZiPvNdwXXLascTKwYEFg2zYgTx5XT0dKO8dTeb16qW3ikkuAMWPU6vSaNjIYN87o9ddfA9ddl/UogrYupms+zVxnzCgKU3BWnHoqsGkTwICp5tPBDGX83nvp6qE327Frr1dcAfzyizFm3n94Otjt4pc10QnO4gzOoD537lycd9552onR119/HZ07d9Z+UeEMZlhoOn8pPPX70ksvZXkq9fDhw8gd+fE8imUwMXi1atU0R/Inn3yCWzMC6Isz+OSXEflu27YNxYsXj4uzExelF9sUrqmZNeEqXFNDIENrnTrA/PlGE0kkYzn8zz/IzWQvZuFbPJ/mzTJ7NtCggfEXrncHDwLZsqV0qKqVy4OnaqKiLx0E/GK3sjaqtxZhqp4pNQpX4aqKwH0j78Obf7wZVndP/XvwVpu3VKnX9ATNXv2yJio1AlHmagJ+sdnIe80XXwA332xFP2uW9ZXR1ROTgs7xVORHH6lVnFUWJ7WtuFfbiRMAzwPt3m30keewXnkl6z4HbV1M1+yZub77bm7cf7/Rsh4S+plnrKdTeXaAzmE506XeXpntjVnfdOE1EecZxXSZTNR2/LImOgFRnMEAjh07pjmC6RDu27cvmjVrhgsvvFCbj2SdwXv27EHZsmWxY8cOtGjRAhMmTFAyzw888IDmtGY/x48fj2wZH9LFGawErygRAkJACPifQLVqwJIlxji/+gq4/np74967FyhUyFqXiZ8iHcTcisstubqULBna+ukxkQdPj02YdFcjIHYrhiAEhIAQ8CaBO3+6Ex/M+yDc+e4Nu+Pl1i97czAu6bWsiS6ZCOlG3AT8arP33AMMGWLF8OabwL33xo3GdwVbtwbGjjWGVaBAKK9qIsIcrMyPaxYGwCxRIhEt/im7ejVwzjnW8VxwATBtmn/G6MWRdO9udcjfdFMof+2GDcBZZ9FfY4zq1VclhHwq5rhxY2D6dEPzO+8AGecjU9GcMp1+XROVATqJInEGA3jxxRfx6KOPolKlSli4cCFmzJihzBk8ZMgQ3MOnGwATJ07UwhMnK7NmzUKjRo20U8zsb+XKlcUZHCfUQ4cOYdOmTShVqhTyBDnuTJy84i0WCK6jRgE//wy0agVcfXVaTjIGgmu8RqawnHDNgFm+PECHrS4//ABcdZUt0ocOHkTu/PmRjVtudVmwAKhZ06qPsZjatzf+xgQxS5faatPJSvLg6SR9adsuAb/YrdzD7VpA1vWEqXqm1ChchasqAh2+64DP//w8rK5Xk154/qLnVanX9ATNXv2yJio1AlHmagJ+sdnIe02NGsCiRVb0PBk7VG0kfFfPbWTnqlcH/vrL+OsnnwC33HLyIURypRONTmRmbtJl4sTg5g3+8cfQZzyz0MHOk8JZ5Q0O2rqYrovEzPW66/JgxAij5aeeAngqmMIQ3sOHG79VqQIsXpyWT7HpQqG0Hbv2Wq8eMHeu0ZUkAgYqHU8sZX5ZE2ONMxW/B94Z/M8//+Dcc8/F/v378euvv+Kiiy7SnLaqTgZTH0/uMg/x5s2btTk8ceKE9t/79u1DyZIlUZBJMeKUo0ePon79+liwYAGeeuopPJNxl5STwfEBtBtDPz7twS3le66TJwOMFsDtlRQmVDAntkjR1Puea4q4xVIrXDMIlS5tTcTCDQ+XXhoLX9TfybTAGWcg14EDxu9TpwLcZmgWbjO8+27jLw0bAjNm2GrTyUry4OkkfWnbLgG/2K3cw+1aQNb1hKl6ptQoXIWrKgLtvm6Hb5d8G1bXt0VfPN38aVXqNT1Bs1e/rIlKjUCUuZqAX2zWfK85caIoTjklM3Y6Q//809XTkdLOkcmOHUYTv/4KMJTrySTaPbx2bYD7s3UJ8onryLDDOpNo+9f134K2LqbUqE3KzVwvuKCoJVgdw6PfdluoMEMXR9o9/5YRyDVd3fVMO3btVWXAwHTC8suamE5meluBdwZfdtllGD16NG6++WZ89tlnGhdVzuDjx4+jaNGiYKjotm3b4ptvvsELL7yAd955Bxs3btTaohO3bt26ePDBB9GhQ4fwCd+sjKF///7o1asXypcvj0WLFiFv3rxhPfwPCRPtxGUkbfqeAE9L/vSTMUyG0mVIXREh4GUCjBHFvL66JPtkHelcHjkSuOwyK6H+/YFevYy/8XeW85jIg6fHJky6qxEQuxVDEAJCQAh4k8AVX1yBX/7+Jdz5Aa0GoEfjHt4cjEt6LWuiSyZCuhE3AT/aLAOvXXllZgTZs4dObPJka9CEe6uZH9UsPA1ZtWriJBhy98svjXpduwJvvJG4Hj/UuPZa4LvvMo/k/feBTp38MELvjYFnbWjr5tPrU6YATZqExsKgc7T7ZcuMsfG0MIPNiagjwPDpDKOuC0/Rt22rTn+qNPlxTUwVq0i9gXYGf/HFF5oTmA7bpUuXaqd0KaqcwWvWrEG5cuU0nXfeeSf+/PNP/P7771nO7fXXX4/PP/9cC/8cTVatWoXq1avjwIEDGDNmDC4x5V1M9mQwL6KTCZ3XzKtMWbduHUrzo7+IEAgCgZ07Ad4bDh82Rlu3LjBnThBGL2P0MwHm+GWuX12YMIeJc+wKn9TNIZ+j5SDu2RMYONBoQU8KY7dNh+rJg6dD4KXZpAiI3SaFTyoLASEgBBwj0OqTVvht9W/h9l+99FU8cP4DjvXHDw3LmuiHWQzWGPxos489BgwYEH0eGZytadNgzTFHu3IlUKGCddy7dgGFCyfO4rnngCefNOrxRCX3fwdRyJRsI6VLl8w5q4PIx4kx0w1Rpoy1ZeYKPv1042/ME9ytm/FvukvWrrWWcaLvfmrzjDOAjPOK2rCYr/zii90/Qj+uiemiHlhn8Pbt21G1alVs2bIFb7/9Nu42ha1U5QyeN2+eduqXwvy0jN/ONgcNGhTOHcy2HnnkESzL2OrSs2dP8PRvNLn44ou1UNbt27fHsGHDLEWSdQbr9eMxvMWLF2vjoOzevRu5cuVCvnz5cOzYMe0UdIECBbS/HTx4UBtzkSJFtLL8LUeOHMifPz94app19bIsRyc3HfOUvXv3aqek+TvDau/atUurlzt3bhw+fFgL6029LMNw25R4ym7dulVjXbt2bS08N8MosO+cnyNHjmi6ChcujOzZs2ttcEyF6DABtD6wHE9j62X5G8fEvvNvrKtzYV9ZlqG9OZ6TlY1kyL5xU8DJGDrJm3OihzcnQ87n8uXLw/mrdYbkaS5LhmSSKO9EGOpldYbR5iYR3rm/+AJ5zGFtOcGFCuHQli04aLJvs83q9q3brF37Jr/58+dr+cwZap6iymZPZt+J8Nbt0GyzvEbN14Lb7hHc3MIUATVr1tTuKZH3k0j79us94kTu3Mh25Ej4tr9n4kTkveAC7f6dqM1u27YNhVu1QsElS4xlJGObrdlmj3XqhBymBFBHOnfGoZdeCt9PvHKP4HpWJuPNRTZIxfPkIGXcQMAvL0xcbxkdhxskE0m14oY5cGsfhGlqZka4CldVBJoMbYJp66aF1b1zxTvoXK+zKvXh9+8g3Vv9siYqNQJR5moCfrFZ89p46aUFwf3I0eTll4Hu3V09JSnpHE9GNmtmqObp6D17YudJjfbM8f33wDXXGLp4xmHTppR029VKyS8rZzrzpc6eHb378hyXmmnVue7cWROXXWYcg+cpYZ5VyJbNaJdnc+isNGcjY8hv5hYWsRKwa6+RYem9shHHL2uiE3YcWGfwHXfcgQ8//BDnn38+pk+frjn/dFHlDJ46dSqamray8cMxHTunRCTF4Ef0WrVqYcOGDZpjgieAzzzzTIs9fPLJJ7jttts0BwtPMZ9u3iqTEW6aFeyGiU7EGfzpp59qIa0pEyZMwKmnnqo5VXjj+e2339C4cWMUL14cf//9t/a/yzNyq06ePFlziNapU0dzcvJ0M/mXKlVKG/Nff/2FKzNixEybNk1zGDI/Mp2sI0eO1P6bXNauXQs62lmW86aftqYuOuFGjBihtXHWWWdh/fr1mD17ttYHOjhmzpyJHTt2oFmzZprzmGWZM/qcc87Bpk2bNF2tW7fWHJZsgx/8WZbCPlSsWFH7H+eMfWROaH6IXLhwIf77779wrmmOrWzZsqhSpYrWHsfeokULzYFNZzrnulWrVppeOvg5n+wHHeRkSruhndBxvXr1alyakceTtlmsWDHNXujAGjduHBo1aqQ5ClesWKGVb9OmjaZ3ypQp2hi5IYGOHYZD5+lutkVHGPvM8OUUXgPk06BBA815/csvv6BevXraCXA6OubOnYsrrrhCc3zPmjVL49yQuT4B/Pjjj9rmADp8SpQooell+HXa8pw5czRHeZOMOB8///yzVpZhzrkRY8aMGdoJdzrbeG3QEUQbpowaNUorR0co2fJ6atmypWZD/FDB+vw3ZezYsZpjRu/HpEmTND3cXLBkyRJtDPpJej2HNz8ic375b/aPdkyH9sqVK7X+U6inzuOPo/D06Znuz//MnIlFW7dqXCjsH8dBbnSGsv/kecYZZ4BRAji+qxhuGtDskLbL+aAzlVw4TxwDFzRy4zxy3qiXTmX9XvLTTz9p1xujDtCpyfmgffB64TzRgayX5TxWrlwZFSpUCPPmphLqY95x2ibtkkL7OPvss7Xy3CxD+2HudN5zeG2yLbPNclzVqlXT5ox2yeuEtsn7E8fL68jN9whei5wf2q35HsH/Jnfexyi+vUcwJk+OHBa7Hv/aa6jarp3te0SLZ59FEfOb1ODB2jZO3iO4AYf3xANXXIF8zLmdIRs7dcLK22/33D2iRo0a4gzOdFeUP7idgF9emLjOcV3icxOfc0SSJyBMk2cYTYNwFa6qCNR/tz7mbDSiEn189ce4tdatqtRreoJmr35ZE5UagShzNQG/2Kx+rylf/lyccUYBSwA28wTceCPwxReunpKUdI7nfjh2XSpVsobJzarRaPdwnjmqUsVag1miTj01JV13rVJ+zsv4vJOpj7lyhZztefJk7n7Q1sV0TaDOdc6cWrj3XgN8jRrAwoWZe3HnncAHHxh/p7vkn3+ALIKqpmsYrmvHrr3mywccPGgMZ9YsoEED1w0vU4f8siY6QdrVzmA6peigSlbo9L399tvDanRnLx1b/PDPj9RmUeUMpm46G3QZMmQIujAGRRR58803cd9992m/vPbaa7j//vvDpeh4pJOL///666+Hy5nVJHsyOJEw0V4+GRx5UlXVKcugnwzWT07qp7b9cjJ47+rVKFCxIrIdO5bpqj08fjwO1K0bPvmeipPB+sn3VJxUDfLJ4FiRBlLB23X3CD7t8anPJLvnzEG+GjVsnQzWTld37IhsP/xgaOzbF3j6actp9uMtWyL7hAnhModeeAFH7rtPTgYn+6Aj9YVAHATkhSkOSFJECAgBIeBCAtXfqo6/tv4V7tlX7b7C9ede78KeeqdLsiZ6Z66kpyECfrPZyBOwkfPMsL5//x282eeJ6IcfNsbNvfum1+eEgBw9GsrJagoGBq+c+ktooDEKv/02cO+9WRdiNseMrIgqmxVdMQg88QTw/PNGoauvBniaPVLmzgV4gtssLMfyIskRYF5m09lITRkd8nTMu138tiamk3fgnME88cVTdTwB2L17d7zMlTZCVDmDeUqTJ0N14Wk5nlaNJjzVyROnlFtuuQU8CazLrbfeCp7G5clYnlw1n2LWyyTrDI5ldH65yOjk4alWMkzkNHQsPkH/3bdchwwB7rkn+vR++CFg2mSSChvwLddUwEpAp3DV4t4DGWH5w+iYfCUyaUucXMn0xK23Ivtnnxk1HnkEGDTIqoFP8Xya14Uhozt2jLMV9xTzy5roHqLSk3QQ8Ivdyj1cvbUIU/VMqVG4CldVBCq8VgErdxjJDn+84Ue0rRyK8KRKgmavflkTVc2/6HE/Ab/YrH6vGTAgO554wogHy+xsPKFplu3bgWLF3D83KnvIV+iXXjI03nQT8PnnsVvI6h5Op86iRUZ9fuLK4oxS7EY8WoJZ3955J+vOv/EG0LVr5t+Dti6ma3p1rjfdlB1ff23cA7gJ4sUXo/fi/PMBnljVhTltmdtWxCBgx14PHQLy5rVS5CacyLzlbuTslzXRCbaudgYTCEOOJisMi6vnrf3yyy9x0003aflYmSs4Wq4xnnzt16+f1uy1116Ldu3aaf/NMMQMoxqv8BQqQ9rygqTwpDNPI0cTOqkZmpjC8KoM2UphOGE9ZHSPHj208MfR5MaMOCI8Qfz0009rRdhX9lmF+OUi40lgcwhhFWxERyiPrS+5chvmpEnRp/jxx4Hnnkvp9PuWa0qpxVYuXAFs3gyUKmWFtWULUKJEbIBRSpDpjptuwtmjRhm/8i2Tb5tmKV8eWLXK+ItHt3T6ZU20NdlSybME/GK3cg9Xb4LCVD1TahSuwlUVgdIvl8b6PevD6sZ0GINLyl+iSr2mJ2j26pc1UakRiDJXE/CLzer3mjffvBzjxhmRIOmw4357Oid0GTcOyMiu5uq5Udk5ftplqGhdHn0UGDgwdgtZ3cNvuAH46iuj/gMPAK++Glufn0o0asRUbcaIeBKSWbN04RkP2l6kBG1dTNec61z79GmD+fNzhpt9662sz+J8/HHmszjLlwMZZ+rS1XVXt2PHXqOdEVm3Dihd2tVD1TrnlzXRCdKudwarhvLRRx+ho81TSJHhpuPpGx2yzM9KYQjdrMJeM8SmnveMuUKZQ5TCuok4oM19Yo5hjleF+OUi4xxs3rwZJUuW1HLaiqgh4Euu69eHTklmbObIROr6661P1WpQWrT4kmsKOCWqUrgC4CngsmWt6PgkWLhwojjD69vB7t1RmE/wukRL9HTKKcCOHUaZiROZ7N5Wm05W8sua6CRDaTv9BPxit3IPV287wlQ9U/3dT9471LMNor0WH1gc/x34Lwxz0u2T0KxsM6Vwg8bVL2uiUiMQZa4m4Beb5b1mw4bNqF27NHbtMk4F0mHJwI0M2asLQ8j26uXqaVHeOb4aM5SzLoMHA926xW4mq3v4M88AvXsb9elcp5M9KEKnLz9x7NtnjPjyy4GRI41/n3uu9fS0/kvQ1sV02YTOtWbN0ti507gHjBkDXJLFPrcDBwDmCjZ/SnroIesp+nT1363t2LHXTZuA00+3jmjrVqB4cbeO0uiXX9ZEJ0iLMzgB6nacwXTI6iGflyxZYgkbbW76zz//1MJXUzp37ox3MmJYiDM4gQmSokJAJYFXXgG6d89aI0/pm8PdqmxbdAmBVBNg7JdKlaytMI9wnjz2W+bbOhO/6HLFFcCIEca/+SaWM6d1g8WCBUDG2me/4fTXlAfP9DOXFpMnIHabPEPRIASEgBBwgkDB5wti3xHjS/bMTjNxfmk1EcCcGI8b2pQ10Q2zIH1IhICfbJY5KWvVso6ee/H5Ovnmm8bf//c/4LvvEqHk/bI86bhihTEOOsl5DsGuDB8OXHedUfuMMwCyDoqQZeTpUdrUNdcYBHhSmPviCxYMChXnx8kQ8Keeau0H54qB5LKSyBDqDCFPW86Xz/nxeLUHPLsYGQB3716gQAH3j8hPa2K6aQfOGRwPYFU5g9nWTz/9hKuuukpr9rnnnsPjDC0bRfr27Ys+ffpovzA/cIcOHeLpariM5AyODxd3ymzZsgWnnXaanAyOD1lcpXzJtWFD67bUcuV4VN/gwSfF3buBbMZOtrhgJVDIl1wTGH+qigpXhLa+MoGQWeistWnPZLpvwAAUy0hToKnltmae/NVl587MSZ/WrAHOOitVU50yvfLgmTK0ojiFBPxit3IPV28kwlQ9U2oUrsJVFYGcz+TEsRPHwurmd5mPWqUiPClJNhY0e/XLmpjktEt1DxHwi83yXjNo0D48+aSRDPicc4CVK4HIULAMVcqQpUERBqWjE4anIHWZOhVo3Dg2gazu4YsXAzz5ahaerixaNLZOP5T49lsgI/OjNhxmxeInCOaoPmYsq1p2uGYRATeCti6ma77JdezYHbjyypLhJnlmgHbP/89Kop1nYHhvhvkWsffewcysVata6R05cvJ5cAtrv6yJTvAUZ3AU6vE6g82ndps3bw7Wi5Tjx4+jVq1aWLRoEQoXLoxZs2ahcuXKlmI8MXzeeedh7969KFGihBYaOn/+/AnZgziD48NlJ4Z+fJqDXcp3XFevBvhGYhbmPmUiG7MwpkZJ4wFGtRX4jqtqQDb1CVcAc+YA9esbBBk235ygKUG2ZLqqd2/Ufe01o2bk6flo1xU3VPBNzGMiD54emzDprkbAL3Yr93D1Bi1M1TOlRuEqXFUQOHr8KHL1M/JqUufSrktRubj1m0KybQXNXv2yJiY771LfOwT8YrO817RtuxdTphhJKW+9NeQIjua43LgRKFXKO/OUTE+j7Z1etSrzyb1obWR1Dz98OORgPnrUqDVtGnDBBcn01Dt1uVe9Xz+jv3qY7Nq1AQYp0+WllwCGHTZL0NbFdM0qufbrtwIvv2x8j+KJYPOJ+Kz60ro1MHas8et551nP8KRrDG5sx469zpsH1K1rjIbOeDqDvSB+WROdYC3O4CjUVTqDqX7q1Km46KKLtN3hp5xyCnr27Ak6j0+cOIFJkyZhwIAB2JER+H7YsGFo3759wrYgzuD4kJH5sWPHkCNHDujM4qsppU5GwHdc+/e3Jqdh/BLGHylSxOowmzIFaNIkZcbhO64pI5WYYuEKgG+AZttlIh3GRrIpZHp8+HDkMMewqlAB4PZNXRhWvV494985coSeNG2eRrbZVSXV5MFTCUZRkmYCfrFbuYerNxxhqp4pNQpX4aqCwN7De1HoBevGuX8e/Adli5ZVoT6sI2j26pc1UakRiDJXE/CLzR4/fkILDLV+vRFh7d13gbvuCp3U5IlVhinVhVmHmH0oCPLXX0D16taRxpvJ6WT3cJ4MpqNdl/feA+68MwhEAQbq/OknY6wPPwy8+GLI3t5/3/j7DTcAX35pZRK0dTFdFkGu/fodR+/eOcJNMlcwcwbHkh9+ABg+3iyzZ1s/M8XS4dff7djrjBnWjSEMgLlnjzcI+WVNdIK2OIOjUFftDGYT3377LTp27Ig9WVxVuXLlwmuvvYa7I08exmkV4gyOE5QUEwLxEIjcJtilC8CTwZFP0UOHAh07xqNRyggBdxEYPx646CKjT4yXtGVLcn0cNw7gU7wuPDXP0/O6/PYbwK24uhQvDmzdmlybDtWWB0+HwEuzSREQu00Kn1QWAkJACDhCYNv+bSgxqISl7U0Pb0LJgqmLTuTIQNPcqKyJaQYuzSVNwC82yxC9zMBlFjoq9VClzDQ0ebLxK0929u2bND5PKIh8neaZhG3bku86cwYzd7Au3bsDL7+cvF4vaKCt0eZ0+eQT4JZbAG5A4Gc+XeI9meqFMXuhj/yM+tFHRk/vuQd4663YPecJd+a4/fdfo2ynTlbHfmwtUkInMGEC0LKlwUPFZ8F00fXLmpguXuZ2xBkchXoqnMFsZu3atXj99dfxyy+/YN26dWAI6TJlyqBVq1bo1q0bKvAUlU0RZ3B84Pbt24fFixejWrVqKOCFjOjxDcvxUr7iGi1pAlfIFi0ybytkDvDnnksZf19xTRmlxBULVwCjRgGXX27ASzIhE5mu+fprVLvjDkNnvnzA/v3Gv/kGyjdRXSpWBJYvT3wCXVBDHjxdMAnShYQJ+MVu5R6e8NTHrCBMYyKyVUC42sIWs1LQuP67+1+UGVzGwmVnz50okrdITFaJFAgc13//1b7FUPhtpjSfhUWEgIsJ+OU57oMPDuLOO/OGSdPhyf3BerCoRx4BGLJXl8suA0aOdPHEKOxaZM7kGjWAhQvja+Bk9/DevYFnnjH0MNTu6NHx6fVyqWhhtxkaumZNIDI8Lsf533/AKacYIw7aupiuuSbXJk2OY/58I+oJT2vz1HY8wrDf3CSiCz87MZBjMSMNeTxqfFfGjr1GfhbkY9Hatd5A45c10Qna4gx2groH2/TLRca8zAsXLkTNmjVRkPEPRJQQ8BVXbjvt08fgcvrp/EIAMKRt5JsJHVtff62EYTQlvuKaMkqJKxauACLj6yS5FZZM//7xR9Tp0ME6IQwDzcQjFMaj6tzZ+N3DCV78siYmfvVIDS8T8Ivdyj1cvRUKU/VMqVG4ClcVBFZsX4GKr1e0qDr4xEHkyZlHhfqwjqDZq1/WRKVGIMpcTcAvNtup0xEMHWrkQWcYX76a6vLVVwBD9urCYFIMYOXBzEIJ29PzzwNPPGFUu/TS0B7ueORk9/BIpknuA4+nO64owxPmPGmuS65coRDkuXOHslUVKmTNAsdctBdfbJQP2rqYrkkj17PPzoVt24znmO+/B66+Or4eMI84Q82b82C/8grw4IPx1fdrKTv2+t13wLXXGkS8dF7DL2uiE/YozmAnqHuwTbnIPDhp0uXECZw4AVSrBvB0sC58ouCTBeWddwBzKPc6dQDmQRURAl4jEPlGSLtnkqJkhJsm+FRulh07QomfKAMHAj17Gr96eEuyrInJGIrUdYqA2K1T5KVdISAEhIB9Aou2LEKNt2tYFBx/+jj0yGD2NQe7pqyJwZ5/L47eLzbLnLjm185Bg0J77nVZtQrgPmWz/PMPUFZtmnRXmsB99wFvvml0jUG3Pvgg+a7++WfoNKxZdu0CChdOXrebNbz+OvDAA0YPa9UC5s83/t2wIfD778a/GfSPwf9EUkuAweMiA3XSRiPzZZ+sF+3bW8/lVKoU+owbhE0jKmfniy+Am282NCYSjUBlP+zo8suaaGfsydYRZ3CyBANSXy6ygEx00IfJmDHMF2yWGTMAPiVSInOe8nT57t3yxBF0u/Hi+CNjXL2xzQAAIABJREFUUNWtC8yZk9xI+EapO351TUzQozuIe/UC+vc32uCW7y+/TK5Nh2rLmugQeGk2KQJit0nhk8pCQAgIAUcIzN4wGw3eaxBuO2/OvDjwxAFH+uKnRmVN9NNsBmMsfrDZ7dsBhoU2y8yZwPnnG3/h/nyeBmZZXb75BmjXzv/zfM01AE9I6vLkkwBD4iYrhw6FnG/HjhmaIrkn24Yb6991lzWX7K23AvwMosv99wNvvGH8mydTzfzdOCY/9GnRIoBOR7Ps2wfkzx//6CZOBC680Fr+11+Biy6KX4eUBIYOBZhzWRcvBe/zw5rolA2KM9gp8h5r1y8X2c6dOzF58mQ0a9YMRSOdFh6bEzd11zdcI51V3H66erXh7GXyhMgtqYxRUqpUSqbDN1xTQse+UuEK4N13gS5dDIiNGgHTp9uGqjGdMAFt+QZrFj7pn3tu6C88Vc/T9brccw/w1lu223Syol/WRCcZStvpJ+AXu5V7uHrbEabqmVKjcBWuKghMXTsVTT9sGlZVNG9R7Oi5Q4Vqi46g2atf1kTlhiAKXUvADzY7YgTQtq2BmLk+mdeVYXvNwgBSDNmrS48ewIABrp0aZR2jU3zWLEPd229bA9OdrKFY9/AqVYBlywwNdAJ17Kis665URMfWH38YXYvMS/vJJ8Bttxm/n3km8O+/xr9jMXXloD3QqS++2IubbzbSNjIz34YNiXWcm0b4mWnJEqMewx0PH56YHj+VtmOvjETAiAS6NGsGTJrkDSp+WBOdIi3OYKfIe6xd115kjC/B0KNcObitK3J7UQTnQ4cOYePGjTj99NORJ4/aPEsem1Kl3fUFVz5NnHMOwBhEWb11HD8e2q7GrZW6TJkCNGmilKeuzBdcU0ImOaXCFUBkzKQWLYAJE2yD1ZmWPfdcZON9WRfzyXqeBGZ4al0Yg4mxmDworl0TPchSupw+An6xW7mHq7cZYaqeKTUKV+GqgsCvq37FxZ8aSQxLFSyFjQ9vVKHaoiNo9uqXNVG5IYhC1xLwg80yYxA/3+mS1SsoT8SaXxN5AnD8eNdOjbKOlSljdUb++KPVeX6yhmLdwyNPHTM0N0N0+1V4Cpo5gQ+YAmmMGwe0amWMePFiY9+6/ld+WqZzUp7jUmcZAwceRc+eOcMN8HMqP6smKpGftHLkABiYjk79IEqse0A0Ji+9ZA3Tf8klwJgx3qDnhzXRKdLiDHaKvMfadeVFdvBgaCWfNi1Es1ixkCPP74kvPGY7nukuk4Xo4aD1TjMfMPMCm4Xbz/jUqEsQtlR6ZhKlo3ET4LbYRx81iqvK38s3p02bDL18kuQTJSVyi3dkgqi4O+98QVeuic5jkR64nIDYrcsnSLonBISAEIhC4OflP+PKL68M/1KuaDmsfnC1sEqSgKyJSQKU6mkn4AebbdzYGowqqzDIdIIyZK8u/MS3YweQPXvasaetQToveV7FHMp59mygXj01XYh0sF92GTBypBrdbtTC/LFVq1p7tmULUKKE8TeyZsDIvXuNv/30E3ClseS6cWie71PXrtYAcTyd/dFHiQ+LWcrOOAMwn0Xo0wfo3TtxXUGtwU03vDfoctVVwA8/eIOGH9ZEp0iLM9gp8h5r13UXGU9oMsv5sGFWkowJwdgQWciRI0ewbds2FC9eHLly5fLYLLi3u77g2r078MorBuRKlQA+QWbLZgXPtxK+nejC0NLPP5+SyfEF15SQSU6pcEVoq7X5qY/xusx2nSBinWmpZs2QbcUKo7b5nhwZp+m994A770ywJXcUd92a6A4s0guXE/CL3co9XL2hCVP1TKlRuApXFQSGLx6O6765LqyqSvEqWNLVFBdRRSMBtFe/rImKpl/UeICA122WJzSLFOHaaMA27xs2T8H69UDp0tZJ4aeZypU9MFE2u8j91PqJVF2F+ZRqLLWxnjm++CL0CVUXZj8zB8WLpd9rvzMgGQOT6ZJVKGKeTjeHxX3qKeCZZ0K1YjH1GhO39Ld16+MYO9bY2UHe5G5HOncG+FlJFzqHaddB/Nxvx17J/dlnDX7t22d2s9iZl3TU8fqamA5GWbUhzmAn6XuobdddZJF3LJ1l377A009nSZYx9CdNmoTmzZtLzmCF9ud5rtwSyJg8zP+rC+2I9hQpjKfDWBq6XHcd8PXXCmkaqjzPNSVUklcqXBF62jY/9V1/vTWEc4KYdaZtevdGzgULjNoffgjcfnvo3xUrAlk5ihNsz+nirlsTnQYi7XuCgF/sVu7h6s1NmKpnSo3CVbiqIPDZws9wy/e3hFXVLlUb87rMU6HaoiNo9uqXNVG5IYhC1xLwus1Ongw0b27gzZ79BHbsyJZlYD86dcyfZz79FOjQwbXTk3THGJTOfAqYIW+ZnYz/H4/EuofzFb12baumPXuAgkbq1nia8UwZZqR64QWju5deCowalbn7DJbGoGm6mMvFYuoZGC7raPnyx7BqlWHY3Khw4432Ojl/fuZgjt9+CzAsetDEjr1Gft62e0rbCdZeXxOdYKa3Kc5gJ+l7qG1XXWSMH9GxY3R6MRxzx48f13Z38VRwdj/HmEmzbXmeK7cCckugWf76C6hWLTPJd94B7r7b+DufqOep/yDDBjzPNc12GG9zwhVAjx7WJEG33AJ88km8CDOV05nmvvRSZJs40fj91VeBBx4I/bt4ceC//4zffvsNaNnSdptOVnTVmugkCGnbUwT8YrdyD1dvdsJUPVN5jksN0yByfX/u+7hrxF1hoA1LN8SMTjOUAw7afcAva6JyQxCFriXgdZtlMLUnnjDw1qlzAnPnRkRhM9FnuFKG7NWFr5R8tfSrjBhhzQ/MvKf//hv/aGPdw3kym45fBlnU5Y8/gPr142/DSyXbtLGGwWa+6v79M4+A5zp4GlKXU08Ftm4NBQiMxdRLPNzS16NHgXz5TuDoUePaZ8Y+BpGzK40aATNnGrUvugj49Ve72rxbz4693ncf8Oabxpi7dAGGDPEGA6+viU5SFmewk/Q91LZrLrLx40N5J7mCRBMmhTDnc/UQY+mqgwTuuce64tWsCZhPN5q7Rhvk04UuBQoA3FIZGU7aweFI00IgJoEHHwRee80oxnDN5vg6MRVkUYDhpvkmqwtPH/Ot/8SJUKwecxKkaDm57bab5nquWRPTPG5pztsExG69PX/SeyEgBIJJ4M1Zb+K+UfeFB9+iXAtMuG1CMGEoHLWsiQphiqq0EPC6zTJH7ejRBqpYzl2+RppDx15wATBtWlpQO9JI5JmDBg2AWbPUdiUyUNfHHwO33qq2DbdoY5hxhhvXJavTp6tWAeXLW3u9ejVQrpxbRuKvfkTjvW0bQCe8XWHUgEg79ntYebusIuvxM+AHHxh/7dYNGDxYlfbU6vH6mphaOifXLs5gJ+l7qG1XXGRLlgB8Aty5M2tyjKGybx+QJ0/UMvv378fSpUtRpUoV5M+f30Mz4O6ueporNxYwgQifQHThtlXmAo4ma9cCTLBiFsYvKlVK+SR5mqtyGuoUCleETrfzjVOXrl2BN96wDVlnWnPAAOQ0h03Xt+Du3h1KEmUWD79luWJNtD1bUjGoBPxit3IPV2/BwlQ9U2oUrsJVBYGXpr+ER8Y9ElZ1aYVLMermKLEuk2wsaPbqlzUxyWmX6h4i4GWb5X7gU04B+Eqoy6efHkKHDtG/27EMHcd0IOuSL1+ofs6cHpq0BLrau7eRq5bVeDL6hx/iVxDPPTzytHVWp2Xjb9WdJRmMjEHJzJJV4D/uWS9RwhrAjJ8zGHQyHqbuJODeXo0bB1xyidE/fiLasSO5szUHD4ZyjJuD0HnJqalqtuzYK0Pvf/650YPHHrOGV1fVt1To8fKamAoeiegUZ3AitAJc1vGLbMsWoGFDgM4DszCGgdmhwd94opMnO6PInj17MH/+fNSuXRuFChUK8IyqHbqnuY4dGzptbpaVK4FzzokOiXF1eBqYTxy6MAFO06ZqoYIHjsVelUMVriGkzOPLrcC6PPSQNRd2guB1Wz3/44+R27y1kKfu33oLWLMm8/ZabuyJdBAn2K5TxR1fE50auLTraQJ+sVtZG9WboTBVz5QahatwVUHgucnP4ckJT4ZVXV3lanzf/nsVqi06gmavflkTlRuCKHQtAS/bbLR8tcuW7UWlSlknrOVefTrpzML8oLVquXaKkupY5Am9e++1hm+NpTyeezjPO5hDJV9xhTWoV6w2vPJ7ZDA/nhXauzfrjQTMEzxmjDE65hEeOFCe41Ix3wxBzE9EutStC8yZk3xLkVnQihYNnQwP0hmweO4BkaSvvRb47jvjr336ANyY4gXx8proNF9xBjs9Ax5p39GLjMktGJZ3RkRupP/9Dxg+POS0o6NBF25ruekmj5CVbjpO4I47gA8/NLrBZBVMWnEyqV4d4NZCXYYOzTqPteMDlA4IgSgEbrwRGDbM+OHxx4HnnkseVeRTOLcaMm4P39zr1DH0M2f7kSOAR3O3O7omJj9LoiGgBMRuAzrxMmwhIAQ8TeCp8U/h2SnPhsdwQ/Ub8OW1X3p6TG7ovKyJbpgF6UMiBLxss8xJydyUuvATHvffxxKWM58HYVYjOk39KJdfDowyBX3Qsy2pHOtnnwG33JL4PKjsQzp0vfIK0L270VIshyPDkZO3Li1aABMkG0NKpoqO9hdfNFTzBLY5sJzdRnk/qVDBWpv2fvPNdjUGo15kbm1uFmHEAC+Il9dEp/mKM9jpGfBI+45dZDyFSadF5OrABBoTJ4a2+XA72y+/GCS53Y1hfkWEQCwChw4BJUsCu3YZJV9+2frkGE3H1VcDP/4oNheLr/zuXgLXXAN8bzpV0rcv8PTTyfe3Xz+rHj2+Fd+mWrY09DNOmDmOT/Itp1WDY2tiWkcpjfmNgNit32ZUxiMEhEAQCDw69lG8OMP4cnp77dvx4VWmjaxBgJCCMcqamAKoojKlBLxsszfcAHz1lYHnttuAjz6Kjat9e+unQAYG5MlCPwpPPC9caIyM5xUYzEulzJ0L1KtnaMyWLXRi1m+nJzt2tNoX/83zG1kJP+3xE58uDCLJIGYe3beu0mSU64r8DKXy8z0DPjLwoy76uQTlg/CRQp6740l6XV59FWA+dy+Il9dEp/mKM9jpGfBI+45dZDyt9sILVkpnnRU6uannaGVQ+wEDjDJXXgn89FNUsrt27cLUqVPRpEkTFPFoeFI3moxnudJO6KzShU/D69YBZ555csyR29natQO++Ub51HiWq3ISahUKVwCKtwDqTFv++SfymfNtX3hh6OmSsWcYg0aX8uWBFSvUTmwatTm2JqZxjNKU/wj4xW7lHq7eNoWpeqbUKFyFqwoC94+8H2/88UZY1d317sbbV7ytQrVFR9Ds1S9ronJDEIWuJeBVm2VOVubz3LDBQHv//QvRr1/ZmN/kBg0CGHhKl1gnPF07eXF0jCGxGRpbF4YtNudWjaUinnv4/v1AwYIA50QXOojNAbxiteOF32kn8+YZPeVJ4QcfzLrntM3IT4BLlgCnny7fj1XPNzM6/vmnofX994FOndS08vbbAMOr63LaacDGjcFx6sdzD4gkfcEF1iCszMLZubOa+Ui1Fq+uianmEo9+cQbHQ0nKwJGLjHknI2PAFC4MTJsGMEyvLpGxTs4+G1i1KuqsHTx4UBtL6dKlkTdvXplZRQQ8y5XhxL80hVlr1gyYNCk2Fa6Qd99tlKtd2/q0GVtDXCU8yzWu0TlXSLgCaNUK+O03YxIGDwa6dbM9KTrTsr/9hlzma6N+feCPP0Jbcc1P+frfbbfobEVH1kRnhyyt+4CAX+xW7uHqjVGYqmdKjcJVuKogcNdPd+H9ee+HVXU7vxsGXzpYhWqLjqDZq1/WROWGIApdS8CrNvvPPwA/0Zll9Og1aN68ZMxvcgwGyL3FuuTMyTyugN8+5TFgXeSY6DAzf/aMZZjx3sMjQ2/7LZQuM1HR4X34sEGMQcoY+vlkQmewecPCJ58A110n349j2V0iv3MTAk9d79uX2NzE20a0UNHcFMDPtUGQeO8BZhaRGyc+/hi49VZv0PLqmugGuuIMdsMseKAPab/I6KS49FLg6FGDTo4cwMiRmbfHReaiZA0+IfIJQEQIZEWATyDcKsbtkbq89RZwzz2xmfGkI+Np6FKgQMjmeLJYRAh4gUCTJqGNNYnafqyx8YT89dcbpSpXBpYuBV56CXjkEePvF19sjeETS6/Lfk/7muiy8Ut3vElA7Nab8ya9FgJCINgEbvn+Fny28LMwhMcaP4YXWkVEzgo2IlujlzXRFjap5CABr9rsp59anQvFiwNbtsT36YSfWBjQz3ySdeZM4PzzHZyIFDQdzWG+fTtQrJj6xvyeZW/RIqBGDSu3eFhGZoK7/37gtdfU8w+yxk2beNraSmDtWqBMGXVUmDfYnI+cQUTN0QXUteQPTdWqATwFrwszdDKPsxfEq2uiG9iKM9gNs+CBPqT1Ilu8GGCsAnMeVzJ6913grrsy0zp4EKAzjvmFdWEY6fPOy1T2yJEj2LFjB4oVK4ZcuXJ5gLw3uuhJrlzlmIRGF2424FZAOohjCUNJM1y5WVg38skmlp4Yv3uSa5JjTkd14QqAeddnzzZw8+Quk+nYFJ3pKX/8gZx8w9TljDOA9euBJ58EnnvO+DufMCNzwdts24lqaV0TnRigtOlLAn6xW7mHqzdPYaqeKTUKV+GqgsB131yH4YuHh1X1ad4HvVv0VqHaoiNo9uqXNVG5IYhC1xLwqs0yzy8/5enStu1xvPfetri/yUU6K954A+ja1bXTZKtj06cDjRsbVXlKmGcWEjlrEO89vGdPYOBAoy1mTfvhB1vddmWlzz8HmCtWFzoa6XCMJc8+Czz1lFGqUSMGDZTvx7G4JfI7zyLwTIIuefKcwP792ZTmZmaYaIaL1qVlS2tAvET667Wy8d4DzOOKjBTATIrMvOkF8eqa6Aa24gx2wyx4oA9pu8g2bwYaNgS4Nc4s3MpjzgscyaxKFWDZMuOvDDF9xx2ZyO7cuROTJk1C8+bNUbRoUQ+Q90YXPcn1mmuA7783ACdyUpEbD7gBgRsRdJk8GWjaVOmEeZKrUgKpUSZcAUQma+FbE8Om2xSdacu8eVGIUR10YYQGbunmGztP3uvCRCQMt+5RSdua6FE+0m13EvCL3co9XL19CVP1TKlRuApXFQSu/PJK/Lz857Cq/hf1R88mPVWotugImr36ZU1Ubgii0LUEvGqz554L8LyHLv36HUCNGmPj/ibHkKU8XazLbbcBH33k2mmy1bHhw62n8eigMZ9ujEdpvPdwhoG9/XZDY8WKwPLl8bTgjTL8dMxc07pwn/qIEbH7zhzN5s8YdMivXbsT06fL9+PY9OIrwdDbvH51qVTpGJYtyxFf5ThLcWPD//5nFM6dG+DJcH6+9bvEew8wc+B5Jp7Y1mXsWICfxr0gXl0T3cBWnMFumAUP9CEtFxm3vjEhyKxZViLXXhs6QZY9e9ak2rUDvv3W+L17d+DllzOVP3bsGA4dOoQ8efIgB0+Ciigh4DmuPHVesiTA5Cy6ZLGBIEtATODy11/268dB3nNc4xiTG4oIVwAM32x+6+MbKO+1NiXMdPly5KhTx6rl2LHQ9lxzfm5uSe7f32ZrzldLy5ro/DClBz4j4Be7lXu4esMUpuqZUqNwFa4qCFz86cX4ddWvYVWvtH4FDzZ8UIVqi46g2atf1kTlhiAKXUvAizb7338Aw0KbZdq0Y6hdO/5vcq+/DjzwgKGBJ4XNn2FcO2EJdOzVV4Fu3YwKPGPAswaJSLz38D/+sAZR5GdWZlDzSx7m1q2t2aieeALgqd9YEs1WZ88+hqpV47fVWG0E/ffevYFnnjEotGlzAj//rDbV3u7dwCmn8BncaIfZJi+7zP/0470HmEkwFP3OncZfUnDGKWXgvbgmpgxGgorFGZwgsKAWT/lFxpOWzDNpdugSNpOBTJgA5Mt3cvR9+gB9+xplEjnlGdRJDfK4I7ekMWQ4T6UnkpSF283M8XQeewx4QfJ3BdmsPDX2cuWANWuMLnO7rDm8s93BREt4xCdy3t9Hjza00hFMh7BHJeVroke5ONXttWvX4rXXXsMvv/wC/jc3fFWoUAHXX3897r33XuTPn19J10aPHo13330Xs2bNwtatW1GiRAmcd9556Ny5My41byWP0ho3os2bNw9//PGHVp//+/vvv3EiIwma/v9KOpqFErHbVNIV3UJACAiB1BBo+mFTTF07Nax8SJsh6FK/S2oaC5BWWRMDNNk+GaoXbZYhRxmGWBd+1uO+/EQytjFHMEP26sLQydRRqJBPJhah12Jz6GZmMxs2LDXj27s3M7sFC0KBw/wgpUqFPu3p8tVXoU8R8Uj58sCqVUbJrDIVxqNLymQmcPPNwBdfGH9/8EHglVfUk+JmiqnGYxNS1Y76nqdfI+/J5oCX3CxSv376+2GnRS+uiXbGmYo64gxOBVUf6kz5RRb59EOGdFbwyY8nOGPJN99YV3g9T2VEvf3792sfXytWrKjs43CsrgXhd89xvfxyYNQoY2qYFIFvKonIo48CL75o1ODpdNqhQvEcV4VjT6Uq4Qog8i0pyXgwYaannor8TMxjln//DZ06Zi53XRgimqGiPSopXxM9ysWJbtMBfPPNN2MXvwpFkcqVK2PkyJE4h/HWbAodtXfffbfmCM5K6BAeMmQIsmWR3Ktjx4746CQx7cQZHP/kyD08flbxlhSm8ZJKrJxwTYxXvKWDxrXBew0we8PsMJ6PrvoIt9U2xVmMF1yMckHjKs9yigxH1KSNgBdtNjJkLwMB/vxzYt/k6Kig4/foUQP1pElAs2ZpQ5/yhhhEi1mbdHnoIeCllxJrNpF7eOS+cDrobrwxsfbcWJpOYH7mMMvSpaGgaPEInfAMSqnLHXccwQMPLJbvx/HAi6MMM0KaPwm9+OJhPPxw7jhqJlakXz/g6aeNOlWrWkPVJ6bNO6UTuQdwVNyTHhmA9c8/AQbB9IJ4cU10C1dxBrtlJlzej5ReZO+9l9kpUKQIMH06wBgw8ciSJZnLMs4H40OYZM+ePZgzZw7q1auHQn7aShgPoxSW8RRX2gWfEM1vE3bypdIp0MW0K79WLWD+fKWUPcVV6chTq0y4InQKXmE8mDDTmjVR6NRTrRPI+zO3hJvDUvMt67rrUjvRKdSe0jUxhf32m+oFCxbgggsuAF98ChYsiF69euHCCy/EgQMHMGzYMLzH5wsAVapU0U7ksowdeeKJJ/D8889rVevUqYMePXqgfPnyWLlyJQYOHKid+KWw3LNZxCG7/fbb8TGTdIEftAqhbt26WLZsGTZlJOkRZ3D8MyP38PhZxVtSmMZLKrFywjUxXvGWDhrXGm/XwKIti8J4hl07DO2rt48XV9zlgsZVnuXiNg0p6BICXrTZCy4AZswwAD71FPDoo4l/k6tbF8h43NaUcU/+ww+7ZGIUdKNly1BARF3sjC+Re3jk2YgnnwToQPO6jBsHXHKJMQqeetyzB4g3QyC588yHLrVqHcMrr0yR78eKDKNECWDbNkPZN9/sR7t2aiJ4mbvIzJMMMmqWtWuByDMLioblGjWJ3APYaW60iQzC+vffQIUKrhnSSTvixTXRLWTFGeyWmXB5P1J2kXG1ZvB+c0D/nDlDpzZbtYqfypEjAD/yHj5s1PFSsPv4RyolkyUQufmAq9+WLSH7SUT4tM6ndl0KFAg9aWZxKiwR1VJWCKScAMPmHjhgNMMtmuedp6ZZJhwy5+Pm03ibNsDWrYZ+3vsTucer6ZkyLSlbE5X1MBiK6PidOHEicubMicmTJ6OROYYcgEGDBmmOW0rfvn3xtHmLcJyIVqxYgapVq+Lo0aOoX7++1k4+01sTHdHNmzfH7NmztX4sXbpUcxRHyldffaU5qRs0aKDpy549O1q0aIFJPNqg7cw9EWeP7BcTu7XPTmoKASEgBJwiUPH1ilixfUW4+e/bf4+rq1ztVHd8066sib6ZysAMxGs2y1dNnvHgpzpd7AajYkCpjD2emqpUhlF2wqCqVAGWLTNaTvVJ3UcesZ48vuaazBn7nOCQbJuRzlx+3jCfRI2ln69lLVoYpfhpmp/4/JJPOdb4U/k7M4fxfmCWRE5tJ9I3uhfoeN6xw6j1/vtAp06JaPF/WZ4NicyUuG4dULq0N8butTXRTVTFGeym2XBxX1JykS1aBDRuDHBVMIvduzRPZi5caGh66y3gnntcTFW65giBiy4Cxo83mubpRHMsmHg7xVXyrLOspTdsAE4/PV4NUk4IOEeA22OZq10XnmrnPVSFnHaa1fH7668A86maT+PPng3Uq6eiNUd0pGRNdGQk3m2UJ32Zr5fSpUsXLURzpBw/fhzVq1fHkiVLUKxYMWzevBm5EklSBqBr1654i88T4MmGGWjI+FYRMnPmzLAj+r777sPrr78eF1hxBseFSQoJASEgBAJNoMzgMvh3979hBqNuHoVLK1waaCYqBi/Pciooio50EvCazUY61hiOlM4HOwH6IvfzM/vLypXppJ/atsiEuXx1SXUY7KFDrY4xOqMZzMvrcsstwGefGaO46y7gJFl+Mg2Xjl86LM17dHmyPcrrn9dRpb3/PNnPE/668AwNN4zkyZOarjBPtDmLH//N/NEiBgEGKIv8fM2T25GB/tzKzGtrops4ijPYTbPh4r4ov8h412HcBsZqMEuvXkBGKMaEcURmo7/3XuDNNy1qmFOQH3N5eqhI5LakhBuUCjoBz3DduBE480zr09233wLcCpmo0JHG08CMraGL4qd2z3BNlJ3D5QPPlU7ZSIcY3/74FmhTLEz5lL9qlaGJb2RMhGQWvr0nkcPVZjeVVVO+JirrWXAUmUM30xl7fmQsqAwU/fv318JHU8aOHYuLL744bkg8rVumTBmsX79eCzVNp3JWwt8Z9rl06dJYu3ZtlrmDzfUetqpJAAAgAElEQVTFGRz3VMiznD1UcdcK/LoYN6nECgrXxHjFWzpoXEsMKoFt+424ihNum4AW5UxHl+IFF6Nc0LjKs5wiwxE1aSPgNZt97jmA4Yd14SvinDmAnXsN9y3XqWNFHSUrXNrmQmVDdEAWLmzVaCdUayJcZ84EzAGVuE98/34gt/r0rSpRxdRVsybAnKe6vPEGN/bGrGYpwEyF5le+e+5ZjBdeOFO+HyeGMVPp4cOtWcJOO+0Ali8/nDKuH3wA3Hmn0Q1mkGRAyHhDhic5XEeqJ3IPYAdXr878SY6bUviZ2wvitTXRTUzFGeym2XBxX5RfZDfckHlbDrfqfPll5gzm8XJ54QXg8ceN0s2aARnhF/U/Hjx4EGvWrEHZsmWRV2J9xEs2ZjnPcOVprQceMMbDLZibN2dOlBBzxBkFqlcH/vrLKM0njjvuiLd2zHKe4RpzJO4qEHiufMKL3JLNJ8Fy5WxPlIUpt84uWGDo4gYf872Zv2zfnjkmje3W019R+ZqY/iF4vsVmzZphypQpKFCgAHbu3KmFaI4m3ADGvMIUholmuOh4ZdWqVeGQz1mdPtZ18fd3M7aes97ZZ58dsxlxBsdEFLVA4O/h9rCdtJYwTQFULReXvHekgmzQuBZ6oRD2HjaOjM3oNAMNS2eOUpEs66BxlWe5ZC1G6qebgNdsloGhxowxKPEzzKuv2lsbGWqaDlPzPnzqNueHTfd8qGqP4aEj92Tv2wcwq1Miksg9PFrIXjpR+XnLq8IsVcz8Zg5GNmUK0KRJYiO67Tbgk0+MOlddtQvDhuWR78eJYcxUun9/IGN/tvZbw4b7MGFCjpRx5bmzsmWt3VCZGS1JHCmpnsg9gB3gpgdufjALrx+vOMy9tiamZNJtKhVnsE1wQaum/CJj7IH//Q+YOjWEktvSfvvNvlOOOkaMANq2NaaGW3/YjuRwDZq5Zj1ehiWfPt34nXFkzE96iZKiDf/wg1HrsccAbkoQEQJuJsBt1MWLW3uoMsQ5N+LwzUuXu+8GzCF8eU/mUyZjhXlUlK+JHuXgZLdLlCiBbdu2oVatWpjP4wJZyI4dO3AKnwfA3cjX4esE0gL88ssvuOKKK7S6gwcPRrdu3bJsh78/9NBD2u+sd/nll8fEI87gmIikgBAQAkIg8ARy9cuFo8ePhjnM6zIPtUvVDjyXZAHIs1yyBKV+ugl4yWaZs5O5KHnqVReGbG3Xzj41fjLkiVZdnn0WeOIJ+/rcUpMZzJjJTJeiRa25TlPVzzJlgH+NDARaCF2ez/GqRDs9vmtX5lPXscbH08T332+UqloVWLw4Vi35PRYBhuxmRkhdEg3hHUt/tN85d8xLrEu/ftZoBXZ0+qlOZOhuBg88fNg7I/TSmug2quIMdtuMuLQ/KbnIuHWLpyiZhIFbdJjhPRmJFuMgwsFx9OhR7N69G4ULF87yFFEyXQhqXU9wXbMm88nHX34B4vhgn+W89ugBDBpk/HzttQDjnygST3BVNNZ0qgk8V94XGS7dLEnG2bIwveoqYORIQzuvMfO/GaKfCaM8LClZEz3MI91d567XfPnyac22adMGP//880m7ULBgQezbt0/L98uTwvEK8xDfc889WvFvvvkG7U7yBWv48OGas5nCejwpHEtUO4NplyeTjRs3hvMsr1u3Tgtp7UUJ/D08BZMmTFMAFdz3JO8dqSAbJK50AtMZbJYlXZegSnH7qT2ympMgcSUDeZZLxdUpOlNJwEs2G80xp3+as3uv4cliBnrTha+c5n35qWSfSt3MqMQzCrrwpJ45+Fy8bSfKtXVrptAxtPfuDfTpE29r7iv38cfA7bcb/WKQJnPmqnh7zE/T5hzB2bKdwH//HUOxYtGjUMWrN+jlWrYEJkwwKDz99H489VTulH6X5z5uRiPQpWlTYPJk/85EovcAfhbJCKCmQWHwQEYN8Ip4aU10G1NxBrttRlzan5RdZCdOhAL3lyyZ/MiZw5WxYxhTRRc+3ZjyAzKU5KRJk9C8eXMU5ZY7ESUEPMGVTls6b3XhSTHmEE4mMQpDgpo/+NeqBZzkhFqisD3BNdFBuaB84LmmIDmIhSlPAnNrsS7nnmt9o2U4avbBw5KyNdHDTNLZ9a1bt+K0007Tmmzfvj2GDRt20uZLliyJLVu2oHr16vjTnEgqRqcHDRqEHhnrxqhRo3Ap491lIfxdPw384osv4uGHH46JRLUzOFsCkVAWL16MqtwuDb707UauXLk0B/uxY8ewZ88eLfw2/0bH+6FDh8L5nPhbjhw5kD9/fhw/flyrq5dluQMHDoSfr/bu3avlTubvzL/MPEaslzt3bhw+fBj79+/X9LIMnfWUeMrSqT1r1qzwsxzvP+x7njx5cOTIEU0XN/1lz55da4NjKpQRGp99YDmmCtHL8jeOiX3n31hX58K+sixfrjmek5WNZMhNCAxffjKGTvLmnLCPFG4OmDt3rsaUc0RuOkPyNJclQzJJlHciDPWyOsNoc2OHdzSb5fzQDilmm9XL6jZrx77JbfLkydomDNqOzluVzZ7MvhPhrduh2WZ5jZqvBTfdIxjxgVyZAoBRIqLdT8w2q4q3E/eI3Qd2o8jAkH3qsqDjAtQ8q6b2T5X35M2bN4fvA5zvrBjqvL1+jyC7Mjwal3EP9OoGqZgPG1LANwS89P4RmZ2rfHlgxYrQVNh9F//0U+DWW43p5N7mGPsgPTH3AwYADDCnCz9fmp208Q4iUa7duwOvvGJo557WBAIoxduttJVjgKbBg43m7G4WYChyvjaYw03//PMetGlTKG1j8WNDDNnM0M269OgxC716VUrpd3meR2jTxmiTWaV4BiIyR7dfeCd6D4iMSsDzeXTPeEW8tCa6jak4g902Iy7tj2cusvPPB2bNMii+/DLAp5wM4ccOftTix0Z++BNRQ8ATXOvVA+bONQasIi4Jt7Zxi5suBQqEYiEl8EH+ZDPgCa5qTCitWgLPlbFyMpxAYfBMxJRFztV4JsfClCcp33vPqEZnA/MU61KnjvVajKcBl5XxzJroMm6qukPH1VlnnaWpu+WWW/BJjHD/LMs65cuXxwr9S1QcnenXr5+WZ5jy22+/oaX5fh9Rf/z48bgoI8Yb6z355JMxW3DSGfzpp5+iQ4cOWh8nTJiAU089FTVr1tScYRxr48aNUbx4cfz999/a/3RHNx0wdGrVqVNHc3KOGTMG559/PkqVKgXmSv7rr79w5ZVXanqnTZumOQzr16+vOVlHjhyp/feZZ56JtWvXYt68eVpZOm1/5zZ8QNNFJ9yIESO0Njh369evx+zZs7U+0EHxxx9/aI5b9pHPcix77rnn4pxzzsGmTZs0Xa1bt9YclmyDH/yZY5rCPlSsWFH7H8OMs4+cNzrBFi5ciP/++w8XXnihVpZjK1u2LKpUqQLd+cQ5o+OQzvQNGzagVatWWtlff/0Vp59+utYPOsjJtGnTplqI8mXLlmH16tXhzQQTJ05EsWLFtBDndOaNGzcOjRo10jY40D5ZnifeKXpe7Lp162pO+dGjR2uORbb1zz//aH1um5EiZfr06RqfBg0aaM5rhiuvV6+edgJcd/Yy7DmZ0ZlOzjwtT/nxxx9RuXJljQsdQmR82WWXaY77OXPmaLybZCRd40l8biTg9cRNFjxtf8kll2gOeYZsp7OYTmUKN0mwXKVKlTS2U6dO1a4j2tCiRYu0+vp1NXbsWM0xQ92RHzOWLFmijYHtUHi9kRc3eHB++W/2j3a8fPlyrFy5Uus/hZtAOWe1a9fWxsF2dN4sR916OHj2j+MgNzq82H/yPOOMM7BmzRptfFfx6yIYqnKmZrucD66B5MJ54hi4RpAbN5Bw3pYuXarNiZ6//KefftKut3LlykHf3MCyvF7olOe7Cu2Hwnnk3FSoUCHM++KLL9ac9gsWLNBsk3ZJoX0wXznLb9++XbMf2jOddrw22ZbZZjmuatWqaXNGu+R1QttkfzleXkduvEfo9xNeQ2QYeY/g/YLceY+gePkese6/dTjrjdB6p8untT5Fh6tD92/V9wheu7w+ab+R9wheQ7wn8t7nh3tEjRo1xBlssSz5h9sJeOn9o317q2ORJzY//DBE2O67eLRXWJWZjpya/wcfBF57zWidOWs/+ijx3iTKla/rnTsb7XD/9qJFibfrlhp8JGfmQV34Cte3r73e1a0LMISuLgMGHEePHt5NcWWPgrpaDArKoF48C6bL5Ml7ccEF+VL6XZ57jXkGyBz6mNEEMh7l1Q3QJZoSvQdEOsu5P87ssHfJsLLshpfWRLexFGew22bEpf3xzEXWqRMwdKhBkWGoP/jApVSlW2kjsHw5ULmytTk+KZ7kw35cfeNW1Iwd5eHy69cDZ5wRV3UpJAQcIRAZt4sbY8xbX5PtFE9EciNOVsLrzvymlmx7DtT3zJroAJt0NCkng6NTTiRMtJdPBkeeVPXyqT+3nAw2M/TLqT/9tG+sk5OpPBlsPvmeipOqQT0ZHE+kgVTwduJk8Noda1H2tbKWm/4/d/+DsiVDf4tl38lEa5CTwel4opE2hED8BLzy/kGHDzOR0FGrC3OF8lNdMsJAgAzuZ85D/OOPQMaeuGRUW+pSP0/H8TRzOoQncs2Zxnr1Ap5/PvUtT58OZOyZ0hpjvlA6z/j/XhPaHINGbdtm9Pzbb4FrrrE3Egb/YxBAXZhL2Rz4zJ7W4NZatgyoEpHdwk4+ZzsEuVebJ2B1ufde4M037WjyX53vvgOY6VCXSpUAzpVXxCtroht5ijPYjbPiwj555iJjXBDGB9HlvPNC+YgzhC/EPLnC0yN6vkEX4vZcl1zPtV8/ION0lwaXYcnptE32dDjfSHgamLFkdJk0Ccg4gZTsRLqea7IDdKh+4LlGJsLJn98aXt/GvFiYMtbVybbhKs6tbaO7SVfxzJqY9EjdqUByBtubF7/YbeDv4fam/6S1hGkKoALaSWR571DPNkhcV25fiQqvV7BAPPDEAeTNmVc52CBxJTy/rInKDUEUupaAV2w2WkYinurV9+Ync69h8JaJE40pYiAefupRJQz8xgA3dIr+738AHYqKgr5l2UXm7GTuTl3eeAPo2jXxESXKdceO0KlJsyxenDmAWOI9SX8Nbjxg2HCzMBiUXYc+Ny8wkKAu5codx+rVcjLY7sz+8gtwxRVG7RIlTmDChMVp+S4fGYbdHLLe7njcWi/Re8DnnwMZgcK0IdWsCSxY4NbRZe6XV9ZENxIVZ7AbZ8WFffLMRTZuHJARQk7DSEcdM6BnDy3cDN3H0HgM6abnwXIhbs91ydVcuU2QMW+WLDG43ncfwEQ2KqRGDWs8HRXbXjP65WquKtg5pCPwXCdPBjJCeGpTUKwYsH17UrNhYcpr4GT5Uu+80xpGOqmWnansmTXRGTxpaZV5Ihnml2FCGbo1K2EIVYbqpVx33XX4OoFkWAz7qoc8Hjx4MLp165ZlO/z9oYzNaAzrqodVPhkM1WGiY4H3i90G/h4ea6Jt/C5MbUCLo4pwjQOSjSJB4vrXlr9Q/e3qFkrHnz6u5VpXLUHiSnZ+WRNV24Hocy8Br9gss7cw1LEuzEO5ebPhVE3mXtOjBzBokKH70kuZkkLNnNEBXLEisHGjoY/O4YxMDGoaiaKlXDlgzRrjB57WoyM6UbHDlQHtzOPlCWXzScFE++BUedrA5ZcbrTNLFU+eZnwGTrhbdIjVrm2txlPHp56asCqpgFAYdIZD16VBg6N4/vmJafkuz3DfDPttlmQ2Crh5QhO9BzCIKj/N6RJxls7NQ9X65pU10Y0gxRnsxllxYZ88c5HxSSYyRO+qVcDZZ7uQqnQpLQT+/DO0xcksU6daY+Ik0xHGnvn+e0NDz55A//7JaJS6XiXAU+HvvBPagsptynnyuHMkkZtmSpWyvgUm2+vIBESR+h59FBg4MNlWHK3vmTXRUUqpbZy5LfVciQxxmzOLnNfMZ6rn6WT+374JJI/iiT7mO6V06dIFQ4YMyXJQ/P3djHhirMe8nbFEnMGxCMnvQkAICIFgE5izYQ7qv1c/DCFPjjw4+KQpIlGw8SQ1enmWSwqfVHaAgFdslnlo+TqoCx2bdHCqkG++ARiyVxc657ZuVXN6NzKYHNt46SVr4EEVYzDr4LkFfjI4csT468yZwPnnq24pur7IPLvPPAM89VR62lbZCj+/Mby2LjxtPW2a/RY4H4ULWwMAjh4NtG5tX2eQa0bmxb75ZuCzz9JDhMEcTz89FPpdl7ffBu6+Oz3tu7kVhsvmOSldGOCSnzS9Il5ZE93IU5zBbpwVF/bJMxcZn6aKF7eecvvpp1CsF5FgEuDT7LPPGmNnjt9//rG/TTCSYuT2VB+EwA2moSQ5asbDql4d2L8/pOimmwDGXXGj/Pyz9Z5YtmzomlAlw4YBN96YtTYmQTK/ralqN416PLMmppFJupt6/PHH8cILL2jNzpw5E+dn8dWkf//+6JVhb2PGjMEl5ughMTrNfImlS5fGhg0bUKVKFSwxR5iIqFu1alUsXboUZ555JtatWxfXqS1xBqfbaqQ9ISAEhIC3CExbOw1NPmwS7nSRPEWw87Gd3hqES3srz3IunRjpVpYEvGKz1apZg7KpdKhGC0Gt4uwHTy5XqADs3WvFT8c293qnSujIZq5bs6xbF8q5nA554AFrwLwbbgC+/DIdLattg58e+AlCl3vuAd56K7k2IsN3c7MA9/uLJE6AIaIZKloXZvBLYH924g1G1GAoZPOnuauvtp7nSboBjyrgvfmRR4zOc7MDNz14RbyyJrqRpziD3TgrLuyTpy4yhj9lGFRdTI6HRMMmuHAqXNklV3NlXB/z9iaGr33xRXUcI09BKky04Gqu6gimXVNKuPKJNjJhkcL80UohMf7TddcZKpnAiYmckhALU568b9Mma20+2IrpqTUxiXl1c1WmfNAdwFmd2j1+/DiqV6+uOXGLFi2KLVu2IFeuXAkN695778XbtFkwn9cMNGzYMFN9OqMbNWqk/Z3l3+Q22zhEnMFxQIpSJCX3cHtd8U0tYZqaqRSuwjVZAr+t+g2tPm0VVlOyQElsemRTsmqj1g+avcqzXErMSJSmkIAXbJahdBkW2iy//w4w/KguydxrePaD+v/7z9D31VfW08J2poDOw2gBgPgpiaGiUyWR4YiZAeDQISDB1xWte3a40tFtPiHJDGgLF6ZqtKnTG7kBgXPZpUty7UWeZm3bFvjxx+R0BrV21arWz01DhhxA+fLT0hImmswjQ9fz1DfvVXauMzfPYaL3AJ6ZMkcCuOoq4Icf3DxCa9+8sCa6laY4g906My7rl6cusq5drdvATCf0mFB99erVWvjGfPnyuYyyd7vjWq7R3ha4unGVUyV8O2jZ0tCWP39oS6mCXF6u5aqKnUN6lHOlndGh+vff1hHVqQP88QeQI4dDI82iWW6L5PZIXRRsYLAwnT0bYIyZrITbdtu3dxeTBHvjqTUxwbF5qbgeKpohoidPnhx2yOpjGDRoEHowegOA3r17o0+fPpbhTZw4ERdeeKH2t9tuuw0fffRRpuEvX74c5557Lo4ePYr69etr7ZifH2j77Mfs2bO1UNWLFy9GRSYci0PEGRwHpChFlN/D7XXDV7WEaWqmU7gK12QJ/LL8F1zx5RVhNWWLlMU/3RRGczF1MGj2Ks9yyVqn1E83AS/YLJ1lPHWnCz+N7Nxpdboke6+57DLr6bVkMxBxTzQDfB07lnlGGV52w4bUzfTIkdY91Mlkb7LDdcoU62t77twAcydnkX0ndSCS0HzgAMAcwQwHrMuMGUCU/bsJtcIwxrfcYlRhNsL16xNSIYURuq54Hzh82MAxfvwhlCy5Mm3f5aNlk1SZOdAtE53oPYAn3Z97zug9P9GZT9i7ZVxZ9cMLa6JbGYoz2K0z47J+eeoi4wmee+81CCpwdLhsOqQ78RLYtCmUIMIsK1aEcrqqkn//BRh62ix8SozMXa2qPdHjPgJz5wL16kXv1wcfAHfc4a4+Dx0KdOpk9KlBA2DWLHV9nD8foCM8K/FBwh1PrYnqZtZ1mubNm4fGjRuDLz4FCxYEQ0fTuct/Dxs2LJzDt1KlSpqztlChQpYxxOMMZgWGmWa4aUqdOnXQs2dPLZfwypUrMWDAALAfernnGY0kimzatAmjI+IuUeeyZcu00h9++KGlVpMmTVCB8eoUititQpii6v/snQe0FMXSxwsEVIwYkCdPEBNiQlFUREXFhAEVIxgwYs6K4fnE9MyKOX7mnHPADBgQA2LGjAgGRAmCkr/z271zp6fv7t0JPbMzs13nvMPz7nR19b97pme6qv5lEbAIWAQSQODxLx6X3R/evb6njkt3lC+PicbmkoDZmejC7omZmCZrpIJAFtYsjlmVhI2Y+VdfNTuNOiFX1OxdnNeNZXxOnSqifUIYG9D//Z/IYYe56rp0EfngA2PqKyoiw5oqe6rwabLaahWbpuYC4tA5znCEnAzmDAdxFCFIgIxWVewxX3BEf/xRhKpkqnBMu9xywXVFadG5szfrnYxYamTXskARDVW0IwceyJlEdhDJwp6YVjStMzitM5MyuzJ1k5UKbyNTs3lzmTt3rvz111+FQ+MF0patl7I5D2JOanF95RWRbbZxh0I2OGuhadMgw2v8WkIQedMkJNGRN94Qga48oqQW14jjqnZz47jqdaPVAfKWS8ZwXF+QYcDUA2Y23VSE52YE8WA6dmzjARc6V1iEfqvVNFN7YrVASqjfZ555Rvbbb78CNVopwRH83HPPlXSs+nUGQzd92GGHye0EUpSRQw45pOB8blpmf1H78gMNzuED+SIzKHlZt8af4QYxzqoqi2k8M2dxtbhGReD+T+6XfR/ft15N5+U6y0dHfBRVbcn2tbZe87InxrIYrNJUIpCFNUs2Jp96jpSqDRr1WfP0016iNz6zyT4Oc8SjHx2Wmnicszhp4xCcUYMGuZqprfrMM+F6CosrxxW//eb2+cQT3uzucNYk10qPcyeWVidsC2MNx3ytWs2XqVOb1Dc3TTIYxq6stdGJFBdZhPt1rkyfnuy5vB6ostFGIiNGZA3Nxu0N+gw45hgRtboVlPF11bEyAUwW9sS0AmmdwWmdmZTZlamb7I8/RJZe2ovg558XwromT54sQ4cOlR49ehTqB1oxg0Bqcb3qKpETT3QHucEGRdpe00JxlU8/dbUS4qlmXobsL7W4hhxPWpoZxZWvhA4dRAh5LCenny5y0UVpGb7I4MEiJ53k2tOzpwiBExHEg+ns2SKtW5fX9tVXIj5pdCOYFGvTTO2JsSKRDuVjx46Vq6++uuD0ZW5atGhRcP7uueeecswxx0hLuKlKiF9nsNP0+eefLzh833vvPfn9999lmWWWka5duwo1i3vBWdeIWGewubVi9BluzqxMa7KYxjN9FleLa1QEbh91uxzytMvmslHbjWTEofGcXtbaerXvclFXp22fNAJpX7MzZogssYTInDkuMi+/LLK1W/a88EPUZ00pyte6475AU0KlJ5zXKkEWWbJQJavU0PffL9K3byDVvi+mru0tt7iX89+lahf7URgWVyrmkMvgCLSxZ57pp8d0XKPX9t19d5FHHzVj2+abz5bhw5vXK/vPf0Sos2rFPwJ69jvEnUOHJn8ur+cJETwycaLIUkv5H0varwz6DODIWo11P+GE4lFhViTte2KacbTO4DTPTopsy9xN1rat9w3u4YdF9tyzUPNv2rRpBapIavtZMYNAanGFc4e3D0fi4r3o00eEEEpHTjtNpI5SNArCqcU1yqBS0NYorm+/LdK9u3dUFB1SgwP4ooRnCKdxGoS1ecYZriU77ijy7LORLPNgyglAYzXZeevW+agi9Z5848zticlDZHtMIQJ5WbdGn+EpnKdqmGQxjQd1i6vFNSoCN7x3gxz9/NH1anq07yFvHKic2kftQGlfa+s1L3uiwSVgVaUcgbSvWRyKOBYdgYjvzz8bEmSZeNb8+9/e+q133+2t7+pnKjkipEamKtdeK/Lcc96axOec483e9aPb7zU77+z9DD/3XBGyqcNIWFz17MB+/UTuuy+MBdVpA0340KFu32RbQwFsQk49dZ5cfrnLKrjddt61YaKPvOvg2Ek9Gt1tN5GHH07+XP6ff8j0FuFfR+rcBLmZgqDPgH33FSHYxZG05bBUmpi074mV7K/m79YZXE30M9R35m4ydumXXnIRLsVPkyH8rakhEejWzcv9QQGbk08OqayRZjh/L73UvQDn8GOPme/HakwfAscdJ8JXoyOrry4CfxAOYTUs2mSIalQU+Mrkq9YR0+uVMOsFFxQhQ7iU8PeMB+Nkbk+MumZs+1wgYNdtLqbRDsIiYBGoIQSufOdKOfkl99tlu5W3kxf3e7GGEIhvqHZPjA9bqzkeBNK+ZsmYVJ1w668vQj3XOASHEp/cjhx7rMg11/jvaeZMkTXWEPnuO7cNxFWffSZCHU1VV5zOUTD68EPXhltvFTn0UP/jMHHlDTeIHO3GHMm664qMGmVCc/w6OHYgsxOacEeo/9y7t5m+H3lEZK+9XF309fvvItQlToNAmc5apQZvVFlvPZHzzxdZccWomrztwQ8cHeH+uuwys3341bb99iJDhrhXc69xz9WqcET5+OPu6KMEo1QDw7TvidXAxG+f1hnsF6kavy5zNxkOvyuvdGetztnxzz//yA8//CArrriiLLTQQjU+q+aGn0pceTNcfPFijWBHXnxRhEAB08IbxIABrla4T0aPjtxLKnGNPKrqKzCG69y5IrAQ/PqrOygndBh6cmjKVTFUSzoygvA+qbTV8F6pIYEhOmiAKVT9UPbrQlGnMrVdQ3RbtSaZ2xOrhpTtOE0I5GXdGnuGp2lyqmyLxTSeCbC4WlyjInDh8AvlP6/9p17NLh13kSf3UTwgUTtQ2tfaes3LnmhwCVhVKUcg7WtWz8eAvlf/HAZiEzohPQoAACAASURBVM8aqIzPOsudMOie33nH/wTq1cRoSSw/x4a6czROp3abNt6jhOefF6lQeabsIMPiqmd0c0zKERqZ3WkXKnW1b++18ocfGv4t7DjGjJkpq6++oKf5t9+KrLRSWI3m2hHIsOaa3kzXqNrJpXnrLbPObj3ggZq0Bx5YnXN5vVpau3YirJe0OPejzl/QZ8AOO4i88ILb6yWXiAwcGNWK5NqnfU9MDongPVlncHDMarJF5m6yO+4QOfhgd65WW01kzBiZOnWqvPPOO9KtWzdZHEehldIIUNOTN2zeBCmMwS7ZiKQS17FjG4a1/fRT0XlnWvQ3aOpT8gYd8a0ilbg62MH5NGhQMTRy//3Df7WYngsf+ozh+tprItTbVeWLL0TIDgYfwosnTXJ/JcyW8Ohqf1npwTIG6NMbYEpIKfegLjxLSv3dx7yl6ZLM7YlpAs/aUjUE8rJujT3DqzYT6evYYhrPnFhcLa5RETj79bPl/GHn16vZe8295cE9HoyqtmT7WluvedkTY1kMVmkqEUjzmoUQCwpWNQ6fuq1knuli4lkDCaAa48+xFfHGzd3yrmXnkCzSlVf2xi1vsonIm28Wj2/02qLEMk+ZEvlop4E9kGVBpkUOgyMffSTSuXO45RcW199+E1luOW+f33xTxCjt8swz3izgJZcszmvEY7j6YU+ZMlXat19IpkxpUf+3Bx9sSC9eDZyuuKKYxW5aPv5YZO21zWhlbTMnai4AdcQ33LA65/Jk/kPgp4pzfGdmxNXVEvQZsNVWIq+/7tp89dUiEB9mRdK8J6YdQ+sMTvsMpcS+zN1k773HDuOiR3V43kwbq2OZEqyrbgbZjqusUgyRQuIID0tikBR72WkntyfTb4bqGHAyr7CCd1RxOZ6TwK5SH7zVUZxl2DD3SsLKCLUj8KJWhGxwlVdG51TSw4rBhRrWhxxSXYTggcI2Rw4/XOSmm8zaRHb8J5801MnXLV+5GZfM7YkZx9uabwYBu27N4Gi1WAQsAhaBpBAY+PJAuextl0+xf+f+cueudybVfa77sXtirqc3l4NL85qFVrhLFy/sP/8sQuZrHILDDyIqVbCBz/FKolf44nqyIXEII6WyTeMYy7hxDXMuJk4UWWaZSiMw+ztHO8su641hh36YesZpF52afPPNvfWDTdivZ09Wk+ZYHc+uu4pAiW1aTFZYJG+EtaUKGc0dOpi22p8+1jrHtuPHu9dnzQHqb6T+ruKZpzIq3Hyzl/DSn5bqXZXmPbF6qPjr2TqD/eFU81dl7iabPl1k0UW980YxDgohWGkcAULB9HDELIZLwXFx+unuWDfdVGT48Hhmf9684nr7+29Xf1oogeMYMZTC++7bUDOhuPBBUSwo75n3hPLydatSIV98sQhfl44QIs0XKSGIjrRuLfL119XFh+Iot93m2lSOwyvK2uneXeTttxtqIIhADT+M0kcV22ZuT6wiVrbr9CBg12165sJaYhGwCFgE/CBw3AvHybUjr62/9PD1D5ebdjIcwOfHkBxeY/fEHE5qzoeU5jVL3VI+KR0ht4BP3jiFPqDsdeSWW0QOO6zxHiGo6thRhJrBjpC9TBazI0kd7bz7rgj01o5wlIJdprJag2Dfo4c3zp+KUupRWhBdSV67557euTvmGJFr3S3TiCk4R6ml6whYcdRXTSnlwKdK2UYbBbeKer5QpDtCLW31+Cq4RreFvsabNSsemfJvtQQCUYhEHdlxR5Fnn62WNdXtlwAetT743XcXSR+zImneE9OOoXUGp32GUmJfJm8yeE0IO3Lk7rtl6i67yAcffCDrr7++pYkut7aefFJkt928v1J/mbeLMgIdRepwZRe7917X4iOOEKFARVyiZ0KSMYrTLYKkEtcZM4pfUGQ+lxN4hviC6N9fhKz8lIkRXCmuQZioKt9/35CaHB6cbbf1XofDGMdxtUS/NygMQvBEBGmA6fbbiwwZ0lAjz5bHH4/QUzqaZnJPTAd01ooqIpCXdWvkGV7FeUhj1xbTeGbF4mpxjYrAgGcGyK0f3lqv5viNjpertr8qqtqS7WttveZlT4xlMVilqUQgzWt2r71EcCo5ctBBIrffXhpGU8+affYReeghtw8cwTiEG5MDDhC55x73CpxSn39erO6kCrkR5Eg44sfRHHTRPPFEsUaxI9S+dcj5guri+ii4HnmklyiM4wIcQ2kXSOnUoAMDR3CeIYPptdf+IGedtU7938kBgWq8mpW/vvxSpFMn7+yEzbglfp84flVwBuMUjip6DokTJBJlrUa1CZrvvn1dLVT4I78DyvasS1BcWUOsJUcefliEAIusSJr3xLRjaJ3BaZ+hlNiXyZtsl11E4DdxZOBA+fucc+Trr7+WVVddVRa2lNGlVxeOX2qKqrL11iI4tcrI33//nT5cyQJX6Wivu04Eety4hDd53ugdMeDwSyWu554rcs45/lDs2lWEMGE15NVfy1ivMoIrjm71C4kxqhwr6gjgWFLDDVu0KH51VqsQj/61Tib3eedFwrwBpnqYrqOdUEw1KzlSr9VrnMk9sXpw2Z5TgkBe1q2RZ3hK5iQtZlhM45kJi6vFNSoCBzxxgNzzseu5OK37aXLx1vEEFNbaes3Lnhh1jdn22UEgrWuWLMW2bUWgUnaEzz0++0qJqWeNXjNVr9ik900G3Prre2v0lssk1T9lOR67/HKza4XjqWOPdXVC2QpddViJgivZtGqtUHB6//2wliTTDjJI6jmrNZdHjhThCMqUgOk773wvPXt6PaOmnKVh7aTymJoFz/0H7XiYrHIy4du181Inc+RHRnRUIaNa1UOd7xdfJDu4eufHUFdD1qeum9deE9lyy6ijrX77oLhC160GoGSFHt5BOq17YvVXQmULrDO4Mkb2CiEJ8CdZoa4m6rhx4+Tf//53+nE588xidqIjZPFRR9ZK4wjwRnz99d5rcF5NmtSQejutWELPS8ieyv8TN22zXnwG57DKt5JWrILYRTYw4ZcqHTa0v/DREEQAdXIpIbSUTNjllw/SW3qv/eef4hvktGmujVdd5eXGUq3/6iuRtdby4lPN9aEHylBs5z//MYs3dZFLhYOfdJIIX+4Zl0zuiRnH3JofHQG7bqNjaDVYBCwCFoEkEdjrkb3kkc/ddLtBPQbJOVv4DMpM0tAM9mX3xAxOWo2bnNY1C1UzGX+qjBlTPDaIU4YNE4Gy1xGyfKdOFSmV84HjZ5ttRF591b0eRyK26zVNueKss0T+9z/3WmK71TwTE+PSjyv32MObXW2iD786wIX8D0fIluSoI4Ukb/U26hTE2PrXX6Xn3y8O5a7jKFwlxrvrLhGyzKslel7C3nuLkPEaVqB4J4fDEY6uPvkkrDa33YEHioCVI0cd1fCoOXovwTUQMKAGO0CJrroOgmvMZot//Uvkl19c28n/Up8DaR9VWvfEtOOGfdYZnIVZSoGNmbzJdE6Kdu1k7nffFaKQyApeoJq8HimY07Im4DSHAleXRsKE5s6dmy5c+fpYfXXvCCZOFFlmmfiQ18Pz1l7byy0UoufU4brffiL33eeOhDdusq8ZK/w8OPrKFdzAOY/DEbrxKnOwRMZV53QiBJOvg8ac3YQT4zBXhdq5ONOTFkIyX3rJ7fWyy0ROOSWSFQ0wPeEEkauvbqiT8FC+rjMumdwTM465NT86AnlZt5Gf4dGhzJ0Gi2k8U2pxtbhGRaD3A73lma+eqVdzUc+L5PRNT4+qtmT7WluvedkTY1kMVmkqEUjrmsXZg9PHEWKmcTCUy1I09azB8bf44t4MP4i6SpGSlarwhLMXh2wpgQAMh5sjVMlS6VRNLBDdoUdmbqnPZ799RcGVrG79KKNUBSy/tiRxHdTdhx/u9sTx3xdfmO3ZwXT//ReRJ59sUq88jtrEQSzXKyKS2Y1NYWX4cJHNN/e2Bkv9SDWo/k039Wa7O9UHo6zVoDaUup5jyQsvdH+BVPLDD01orq6OoLguuaTIlCmuzawD5iwrktY9MQv4WWdwFmYpBTZm8iajyAfFPhSZPHasDB01Snr06CFL8uSz0hABvXCAcwWFRG64oSRikydPlqFDh6YHVzJyCa10pE0bL29RHPNO5rHKLUJIKtw1Ybha6uxLFa4jRoh06+ZFrlQdZnhfcATikC8lvLkOHiyy006RsIkyhZFxJfSSghqO4NDFsduYUFiGYkTw0jjC8+mDD5IvOIO9Q4e6dkT9ehDq5mjPAKinyTjWJW669igLI0DbTO6JAcZnL80nAnlZt5Gf4fmc3kijsphGgq9sY4urxTUqAtves628/J1bqmfwdoPlhI1PiKq2ZPtaW6952RNjWQxWaSoRSOuaha6WuHhHKhFgmXzWrLlmsfqSI2Q3qtTL/H3uXBEopD/91L0OWl3Iu8iALSX60QdZxzNmiDRvbm5pkKn8yiuuvksuERk4MLz+KLiSOb300iJ//un2T4z/jjuGtyfullSAU48no2bHlrLXwfT997eVCy5YuP4SiPFYI9WQCROKtOyqQIHOGg8rUEVD/qlSvZuI4dczT596SqR37xJnR2END9mOozA9J+PXX4vkf1mWoM+AhRbykmm+957IBhtkB4G07olZQNA6g7MwSymwMZM3GRTBiyxSfPurkznDhsnkTp1kiSWWkOYm3+RSMEdGTOAtgDdilV7ZUdy+vQjhgSWcm7Nnz5YpU6akB1e9rm2FmsdGsBs/vvgGpQrZovqbWoDOUoMr64IiNnDxOLLEEsVs4FK8SrNmieD0Yx7gaiolZKdCrRw13DAAns6lkXAlBJm3RJUq+6abvGGp5WziOoIqVCGkVS34EmI8gZvg1Fe/XgzY0ABTso1Lfc2SWd6vX2CT09Ygk3ti2kC09iSOQF7WbaRneOKoZ6NDi2k882RxtbhGRWDzOzaX4T8Or1dzww43yJFdtXfJqJ3Uta+19ZqXPdHQ9Fs1GUAgrWtWzyVwsv/KQWryWaPT0FKdiqxeVahcRAUjVe64w5vNrNv6xx9F56gqOI+J7TYluiP7nntEIGILK1Fx1bM4L71U5NRTw1oTfzvdXjI9zzjDbL8Opu+9t6TssEOzeuUQ3XHMRTW9pIWcBBzfjpAdz3qNSnypVwskbwESwLBCXgzkgKoQkMG6j7pWw9rktOO4kvuboz1H8nBMFQRXAkB0GniowaEIz4qkdU/MAn7WGZyFWUqBjZm9ydZYw8sVYsDpkYLpiM+EUg5NtTfCLnnbT7vsuafIo4+6VpKpSjZqnMJuSvCB6iSsFg2w6XHyZqR/mVD3FVroxoTwOjhY+AIDH10IsSV0d9AgEZzLWZAHHvA6M3nrhgfLDwU5tazhoFHDknGm41RPcvxduogQPupIHEVvSjm+6e/550V69crCTDdqY2b3xMwjbwcQBQG7bqOgZ9taBCwCFoHkEdjw1g3lvQnv1Xd8e+/b5aD1DkrekBz2aPfEHE5qzoeUxjVLJS49m27kSBFqciYh11/vpcflqErNFMYhRe1isikdocIVn8KVnGd8pqukXqYzZXWK1tde8xLNJYGf2seAASK33ur+BUc7TvM0CrkK4EddY0eee06EindxCBnTSy3l1QytMEc7SQt04hC7ObL99qWr/AW1q1S2bJQACByL66zjtYLs+lI1vYPaauJ6MpSfcatwFGpAq/WNTfSRZh3//NNwLr75RgQix6xIGvfErGBnncFZmakq25nZm2yvvUQeeaQevTlHHy3fH3+8rLDCCrIQnAhWvAiUKhahXlHGAfjPP//IuHHj0oOrHp4Kb5EeDhrH3PO2w1uPI7xNH3po6J5SgStfUBTJIVDAEUJicWj6DYV8/30R3lop4lNK+NLijVYNcQyNWuWGkXDdZRcR6mc7QoYz1Nh+5dVXRchUV4WQW0JvkxI9DPnBByNj3wDTUgEEjK9cIaekxm6on8zuiYbGb9VkE4G8rNtIz/BsTl3sVltM44HY4mpxjYrAOjeuI5/85n5b3N/nfum7dt+oaku2r7X1mpc9MZbFYJWmEoE0rlni74nDd4TYeKojEfNdTkw+a3A8Q9nrCCR21MBcbLHiX6gLfNZZXkv4dOcTvpLomad+YuEr6XR+L5U1SU1ijl3CSlRcIW078US39w039BLDhbUrjnbffdfQaRWRlK/ivrj22gsJzjJHbr5ZBAd60qLH9VOZi/yLqAKhJqSG5HM4EiXb+sknRXbbzdVFTWrnSDHqWo06VtpDZKhSylNZkKCRCFX+TJgVSUcQXEsFOMRxD0UaUIXGadwT4xyvSd3WGWwSzRzryuxNdt55xazDOpnTo4e8NHCgdO/evUBpbEVDgFAoQgDLSRm6ZSii33rrrXTgSogTfCQKPXiBElf9Sohr4nffXeTxx13t0ORS/CWkpALXc84p0j2rgjN0552DjYrM4PvvL1IHq6G5qhaybvfZJ5jeEFeHxpU3puWWg9fG7bUSx1Qp+3SHMpT1hDCvskqI0YRoQrgfX1CO8KaOTRGkAaaEWRJuqUvUr9wINppsmtk90SQIVlfmEMjLug39DM/cjCVnsMU0HqwtrhbXqAisdu1q8vUfX9ereXyvx2W3TsrpatQOlPa1tl7zsicaXAJWVcoRSOOa1bNJt91WZMiQxoE0+azh6AfHLwRcjjjkbL/9Vvy8VrNHqdP70kv+Jvrgg72ZsYcfLgL5lQnBqahTTkM77Dixw/QRFVdwUZ3kHKlhUxqdY088IUJtakfI2iWL27StKqZHHLGEEEPvCDkfaiZ1mDkL2ob5aNVKhMxoR8jo3XzzoJpKX3/UUSI33uj+huP5gw/C6SZ44pRT3LabbSYybFjxv6Ou1XAWeVtBzgdrgCoffywCc0BWJQiu1IfGQa8K95BOj59mLNK4J6YZL9U26wzOykxV2c7M3mQ45nDQOYIjB0pXK6URwHGOA90R6gfD5eEImaCTJjUs/pAmPEePFll3Xa9FUd+s/Y7vtNO8GZ6EwqnOYb960nLduHHF8FSV+pqAAL4Uwr5pU5iDEEPeDinWoQrFV8ic7d49LQh47cDxy1ehej8QOglHURDhzbNYLMVtteuuInzVJCHUtlYzvV94QQR+IZPyxhulea7AS+cSM9lvQroyuycmhI/tJp0I2HWbznmxVlkELAIWgXIItBvcTsZNHVf/8/P9npdeq2a/3EYaZtzuiWmYBWtDEATStmaJ9e7QQWTsWHcUl18ucvLJQUYV/dr11xeBstcRp9bt0UeL3HCD+3eOL7hOPyoqZ8HFF3tr0G65pQhUziZEp+TFCcyRVTWlVMU45rZdu2paVbpvPV/B5NyUGy21sNW1HbWmbhhUCbRQj23IKSAT3hT1Muu7Z0+vZd9+K7LSSsGtPfJIb/DEQQcVq8elRXh+Ma4ffnAtuuwyrwM7LbbGYcf33zecV45qYXfIiqRtT8wKbthpncFZmq0q2prZm4wiBzrXCiGC0NJaaYgAhRLuucf9O1nC997rDbV86qnSGX9pwVOnp23f3rvDx2kndNSHHeb2QFgZ4WVZlX79RMjWdaRpUxGc7WutFX1EvFXyNs16UoVQNDK5k8qSDTISQmXVUGKyacmqDSOESeIQVwVH+FZbhdEWrI1eACmOAkWEkG6wQUO7CADgqyXjktk9MeO4W/OjIWDXbTT8bGuLgEXAIpA0Aq0vay0TZ0ys7/a1A16TLTtsmbQZuezP7om5nNZcDypta3bMGJHVV/dCTsUsE0cFQSbyiCNEoOx1hEpx5DcQe62SxQWtCapnn6o0t0HsK3UtRywctTjCkSUEWtUUnGPEuKtO6Thixk2MkZwL9RjmhBNEBg82obm8Dr2iHjWnyTo35Yj1Y/1//ysCLbQj3bqJvP22n5b+riHD/l//8tbKhugQcr+gAkvAyy+7rUzRWQe1o7Hryfa/5Rb3iiDMASbtqIauL74QWWMNb8/Mf6Va6tWwtVyfadsT04RNJVusM7gSQvb3AgKZvcl4+yO0ZebM+pkcfdVVstLBB8tiUThY8rou9MIoFA7hLYssP0d421a5Q4SXoGkyatQoWW+99aqP6xlniBDG6ciOO4o8+2wyM6aHePJmSHgVTtQQUlVceavUM3QJ71PDa0OMydOEL45jjmmoE74WasvC9xODhMJ14sTim7H6RRmF1poQTrih0OsINacJV477DWzxxb18WW+9JbLJJpGQboBpKd4dnsXcDzmQzO6JOcDeDiE8AnlZt6Ge4eFhq4mWFtN4ptnianGNisDiFy0u02ZNq1fz9sFvS7cVukVVW7J9ra3XvOyJsSwGqzSVCKRtzV57rchxx7lQ8alMdmklAjHTz5rbbhOBstcRspXJ/lVJtyAg4/N0hRX8T+1nnzV0bOP8gz45qpBBfeqprhYTma0mcMW5SFy+IybrJEfFTG2vV70KU7nLjz0qpk2aLCZUGlQpmjkyA7OkhHWiHs1GrEpX0mzdQdq1qwi1uYOKPkfq0ZmJtRrUnlLX60SiPCeoDJekg9/EOBwdQXDl2BFWBUfI19CJG03aFoeutO2JcYwxLp3WGRwXsjnTm+mbjEIHo0bVz8i4gQNl6UGDpCUUyFa8CBDuSPEAR6gNS8gQ9MeOwBMDl4bylj9jxgwZM2aMdOzYsfq4UstWdf5iu+ocjnPOS3Hr/PSTSNu2oXqtGq684W68sch777l28+ZLcZtllgk1lrKNCD+jtixhp6r06FHMwoWa3LCEwpUCQTjDHeH5ActAFB4VwhB521aFsGaKL8UpvOWqb3rvv+99EwzRdwNMoePnREAV6KmhHs+BZHpPzAH+dgjhEMjLug31DA8HWc20spjGM9UWV4trVARanN9CZs9zy4p8OOBDWe9f60VVW7J9ra3XvOyJsSwGqzSVCKRtzerHLv37i9x5Z2XoTD9rSlUJ060IcyREPWI++YlfdwTyK44Xo8pJJ3kzWffbz0vQF0a/CVwPOcRL5ct/Q36XJiFzmaMpVXBsrRfD1qhjStY7QQKOXH21NyAiTpw4vmHcrEtHOK7lPjQpZPOS1asKlMIrrui/F6qh4VBV8yhwKONYRkysVf/WlL9y8uRijVzVwf/ii97a2Sb6SUpHEFz13J80UNUHxSlte2JQ+6t5vXUGVxP9DPWd6ZtMpz7G+YJjx4oXAWoD644teH54+yVjURXegHROibTgSSioWvgB2mverpMQsCJUVK2z/PrrIltskUTv5voAM+4bVSiScuKJ5vpQNRFiS1a6TqmNDXxRVgovjscqr1bmkMxvR/beW+TBB6P1zNsxX5PquKFwJmxZ/8KJ1pPbmjddPfP400+LPFomZfr0hmHTfD3xTMmBZHpPzAH+dgjhELDrNhxutpVFwCJgEagGAnPnzZVm5zfzdP35UZ9Lp2U7VcOc3PVp98TcTWnuB5SmNYtjChIvPvkcuf9+kb59k58GYsshvvr779J94+yhQlWYz2tqiuIIcyQKMZhq3T77iDz0kPuXODI8w8wEmcBUs3LENA1xGJv0NpCacXTkSLNmRfIx4t3jFureqgEPJpz4fm0mY1vPQv7996Iz06TgyCWmf9IkV2vQWuDcb3rVN/TFRPwXafgQ5EFK6AiBGno1t0gdpLSxXh+6dWuRX39NqbFlzErTnpgt5GzN4KzNV9XszfRNdumlnszWeeygb74pTUNS91ZtEuLu+PPPGzqEeKsiHJJsYDJcHdHeBubNmyezZs2SFi1aVBdXnIp8CahCVjg8QUlJ585e5x7Zn2od4QB2VAVX5pyiNRMmuJZC24wTL4Ys3fpOWF8bbeTtlx8p+ENxFIMSGFcyvuGUUsOC4Z3addfoVhEsoNcJ5gvsssui6y6lgVBSnfcG53PEGs0NMAUrvszUMMvNNhMZNiyecSWsNdN7YsJY2e7Sg0Be1m3gZ3h6piC1llhM45kai6vFNQoCM2bPkEUuXMSj4rvjvpMOrTpEUVu2ba2t17zsibEsBqs0lQikac1CVQtlrSqQZhHXXEnieNZQ3apc7dQo2Zvbby8yZIg7onPPFTn77EojrPw7n8VvvuleF8VGR4sJXMmK7NXLtYujNbIn0xCb71hF1bKjj3ZtjDPeXMdU75ua2RApJiE6tTi5OWqWskkboF2Hft0RjulU+vBKfUHwt9127lXUooZ+2eRarWSD39+5p885J5n15NemsNcFeQY895zITju5PXHkP3Zs2J6r0y5Ne2J1EAjfq80MDo9dTbXM9E32/PMi1I2tk9ktW8r0n36SJVu1qqk5rDhYfTdYbjkRqF4RaGtvvdVV0bOnyCuv1P/35MmTZejQodKjRw9Zkp2+WvLuu0V6Y0dw+BOuutBCyVm0++4iFJ9wJEKYZ1Vw5evm/PO9eEG7rdxDsYEJvw9fRmpmNZ3dd59Iv37Gug2MK7Wz1axovooImzO1rnbbrVib2xEKdvBmT01h00KtYv0e/fHHYAWUSthUElP6oT9HoAN/6inTI6qKvkzviVVBzHaaBgTysm4DP8PTAH7KbbCYxjNBFleLaxQE/vj7D1n6Um/Kz4STJsi/FtPKcETpRGlba+s1L3uioem3ajKAQJrW7Jlnilx0kQsaZFdQKPuROJ41J5wggkNVF+qWkvMQNqadmsjURnaEIwmOJqKKXk/1kUdE9tgjmlYTuHIs0L69144IVc8aDIh48aiOZb2m7b77itx7bzTsyrXWMaWK2oYbulczFpzlej5KHNaQh6AepcRJeKkHBTAeHIU4DP2I7jTfYANvBToTa9WPHX6uISuY7GBVTK55PzaYuiYIro895n3mkP8zZowpS5LRk6Y9MZkRm+vFOoPNYZlrTZm+yUq80cz+7jtpDp2wFRcB3nJ523VE5YQhC7JPH/c3nFXwfFBYQERmz54tkyZNkqWXXlqa81u1hPA1wtgcIcP1yy+Tteb000UuucTtE0ef6hwOYE3iuPKGR3ijWoiEgiG8DUZ9a/c77meeEdllF28WLl9vr77qkb7BgAAAIABJREFU5QPyq6/EdYFxJcCAQANH/BZE8msjPDqdOnEjuS3AQHUQ+9VV6TpCtgn0UAXHNrwwEaQkpmRTq4wCpnGLYG/UppneE6MO3rbPLAJ5WbeBn+GZnbHkDLeYxoO1xdXiGgWBCdMmSNsr23pU/DHwD2m1cDwBzbW2XvOyJ0ZZY7ZtthBI05pdf30R4rgdOeMMkQsv9IdnHM8anIH779+w/4cfFtlzT392lbrq+utFjjnG/UV3aoXRjEMU8j31yAXqY90hFVS3CVyxDccmZHGOkOW5zTZBrfFej7P7+OOLf+Nf4uzDOuj1oxmIIE89NZp95VrrmM6cWTwCVY9toNvVs+RNWwPZGsc1KnVznNXwGB9HRmo2b5CqcSefLML1jugV1kysVVMYQzO/zDLeHIY77hA58EBTPSSnJwiuBLWo1RSpDEn99SxJmvbELOGGrdYZnLUZq5K9mb7JeKOhQAgUwo688IIInC9WXAR4IyMD0hE1xG7q1GIxCnZKR3BU4bBKk+hjIEv30UeTtVB3SJvmrSF0jTcr3lhw3uNENCUU+VHr4FJbljcC0/VkK9l7zTXu14JzLeuPsceRLduYPRQJoliQKnE8P8gg16mhyb4nC9+kjBvXMKSTcNYwRZQq2cW6IRTbEUK2Bw+u1CoTv2d6T8wEwtbIOBCw6zYOVK1Oi4BFwCIQDwLf/fmdrHzNyh7lM86cIQs3XzieDmtMq90Ta2zCczDctKzZiRMbxhFT+WiLLaoHMhltxLSrArUtxwdRYtpfflmE2HhHTNAm//FHwzqvP/zQMCO3WmiS+UoGrCMcETqO3DA2EdMPZfDcuW5rjrBwtAd1oqKDOVCJ5MhbUCmJw9gYpA0BAWoW/P/+J0KmfJwCFTW00KpwTLXiivH1qtdHJliBoAU/omcxgw84pVXIyidT1hGORamBnmfRj62DUoGnAZu07IlpwCKoDdYZHBSxGr0+8zeZVhV+zkUXSTMyOK24CODYffpp97/POstLF0xdU97yHVF4SWbOnCnjx4+Xtm3byoILLlg9VHlT543dkUGDvAUgkrBs6FDvlxD1WQmtDFGjugGu0Hbz5ozzDqEm67HHFgvXRKXn5s1u0029CFGM5brrkkCtYR86JxNX4Ajmiw7HcAQJtF4vvliEUGdH6Pvnn0VMZ8ATcMH4yNx1hOJHajGhCGOub0p9YDhgVCEsOeJ9WxJTPWzXVJElEzhE1JH5PTHi+G3zbCKQl3Ub6BmezalK3GqLaTyQW1wtrlEQ+Hzi57LmDWt6VMw9e640bdI0itqybWttveZlT4xlMVilqUQgLWv2gQe8FZwWWUQEB6ffTM84njVkTkJKNWGCO3XDh0cnFitFm8xRQJs24ZfIp5+KrL228c9xMYUrGZF33eXaR8W4m28ON95vvinSKqsZpqomaLephfsvn9UPvvpKBPI/VaLOR2MjK4UpmeI4sh1hfCqJXDikGm9FxT7mwZF//1uEtRkl0KGSnVq1xcLlfumTWd+sc0dwPB58sPvfptZqpTH4/f2WW0Q43naEvBvI80Ic4frtMpbrguDKMS9HyY706CFCLfgsSVr2xCxh5thqncFZnLUq2Jz5m0yreTurb19pkfdQn6DrRN+xb79dhHAwR8haJHvREQpGEMLYpIlQm2D48OGy2WabVbdm8PLLFx11jpgovhIUR75A2nop3YRsTN7YAkoDXHFun3deQy3LLlvkZWK+yOYNKnw98RarhjjiXObtPaLjNagp9dcT9klIIfWKVaGmMA7/CM7LQOt13XW9fClRvoYqgaG/5fP2CUePybfQUl+fzH/EL4mSmOr1s/VnSiU8Uvx75vfEFGNrTYsPgbys20DP8PjgzJVmi2k802lxtbhGQeDDnz+U9W9Zv15FiwVayMyzZkZR2WjbWluvedkTY1sQVnHqEEjLmtWdhTvtJEKlJ78S17OGymY4nIixJgvRRO4Hn8k4u1VKZ2L/N9/c72gbXjdkiJekEMcT2dZRxRSu+rFf2Pj0KVNEqDxHVmtjQqYvR1zkIZDr0JhwvLfXXu4VUCfjtItLSmGqZ4vTd9yZ3QccIAIttCP77CNCUEacAiU2VNHMoyPU5VYrC5bqH2JO7pm//3Z/xcmIs9ERU2vV1PiZP72K5Pvvi0CHnyUJgitBGCq9Otn1ZNlnSdKyJ2YJM8dW6wzO4qxVwebM32Q67SxPdZ7uVooIsGMvuqiXb0XfsUs5kfhb0hTC5eaMAhq8SavCm6fOFxT3nJfC0kQhEd7GcMCrmaP6WLp0EWGt88YeRAj91ItiROUDCtJ/uWvJqMb5+9FH3isobnH33ZEdmBVNLMXHY2Iuy3VcKvTYNIUzDn+4jRwhhJu1FYfwpbTzzkX9rF0ox6NmsMdhZwidmd8TQ4zZNsk+AnbdZn8O7QgsAhaB2kHgnXHvyCa3b1I/4MUXXFymnK6cytYOFLGM1O6JscBqlcaIQBrWLEcdxL2r8fccP6gZZjFCUFE19MHExkeIG2/QB7U0P/nE/TPx24ceWtGUshdQj1TNkuzcueFxR3jt0Vs+95wIDn5HWrUq1qoNEjtOXH/v3iJkl6qC4xdnfSkBhxtvLDqQy8l//ytywQXur9QypqZxkkKsPpnhZMM7csUVIiedFJ8VVC2DFtoRsjpxnsctuhOao7lhwxrv1WBuTNzD8+gn45zMc0fItVEJAhM1JoHOuI+4nxwhD4eAmixJGvbELOGl2mqdwVmduYTtzvxNhgNHrb0JdS81hMNkUSaMfSLd4WAk7EsVHFNw7TjCm3/79lLIcnWEsMFTTknExIqd8Faihpvh5Jo+vXJ4YUXFIS7gTfbjj92G8I4cdlgIRUoTQgF5G/Mj8O1ccom/bGQcrtAGq190vAnxxWOaCtmP7fo148eLUMCCf1U55xwRMqXjFPqA2tgR3vrhxonrucGXkV6713SY6dtve4MFFlus/BeZCWx5o6aIE+HTcdQlNmFjCB2Z3xNDjNk2yT4Cdt1mfw7tCCwCFoHaQeD171+Xre7eqn7ArRdpLb+eEmMKVO1AWxip3RNrbMJzMNw0rNlS+QFfftmQujcHcNcPYc89RR591B0Rx18cg4UVspapyOZIr14NnaZhdZtoh9MR56MqQamYIRTUMYKIEOpuCBqpIetUPtNtxlHOUZae58F1OJjVLPSocxEWr0MOEYH0zBEc2ByzxCEcg+kkg8TYE6QQt4A1mDtCQAD2NEbrzRyrmfMLLVQ8ljVJdhfHuAloUSvkZZE2OQguPIPUOs5JZJsHsc/PtWnYE/3YmcZrrDM4jbOSQpsyf5OVcnZSO3OVVVKIdhVMGjHCG4KHI9UJq1TNoZACjk1HqCP86qvy119/yejRo6Vz586yKBnG1ZAbbvCGx1UzxHKPPUQee8xFAf6NSy8NjEo9ruusI4uCtZrNDq0zb2FPPVVab8uWxbfsk08W4Q2snOhvAVxHOOgOOwS2N7YGZAZTz5i3SFVwkJMlHFB8rVeCH6jPjCPTEThx4MaJS+ChwgHPv44wdtayKdEDYwzxUvnC1NQYUqAn83tiCjC0JiSPQF7Wba09b5JYKRbTeFC2uFpcoyDwwtcvyA73u+/j7ZZoJ2NPGBtFZaNta2295mVPjG1BWMWpQyANa5YMSDUXgFwBnIdBskaz9qz5z3+KFbkcwTlW7gjGz6I56qhiBqwjZBmTbRxVTOHKUQRHeirN76uvinAc5UcgcOvf33slRw7vvSey4orFv3M8e9ppInfeWVrjUkuJXHRRMQNbdSKy3shZcSTkcZCfYRSuKYcpdLo48VXRc2l8d1LhwocfFtl7b/ci4uvJ1I4rP0E1B3p0qLjJo3KkUlYyc6pWG1xjDZHPPvMO0tRaNYUxenTHN8dy4EzuRFYkCK4cE195pTsyiCJhLciSpGFPzBJeqq3WGZzVmUvY7lzcZOxiajEOOBDgQrBSDM/bd18XiVVX9XJkOL88+aTIbru519XtkNObNpUvvvhCOnXqJItQIKIaor9VM557762GJcUCNYQzOgJmjz8e2Jbp06cXcF1z2jRZWH/7dtYvVLzHH1++GAvFL/hqY63rX2lknUKjrdIEb7+9yAsvBLY19gY4qPnyUh2lrL9XXglctMfBtdH1Srgl9YJVIdyzMd4iEyDw5fPnn66mqEWJdJuYW9XRT5ipmu0fcgy+MA2pO43NcrEnphFYa1OsCORl3dba8ybWRVGn3GIaD8oWV4trFASe+OIJ6fNwn3oVqy29mow5RglSjKK8RNtaW6952RMNLwOrLsUIpGHNUldSpeWF/EzNFfADX9aeNXpFLUjUyIYOKxzLqM7ks8/2kpGF1WsSV6rqffiha8m114occ0xly8gxIaNy1iz3WuoA40wuVWf5zTdFOMZTabjVXsh/IOcDezgi4ahEFcj4yDiOS8phyvggVlSzm+OqsqZnrCadSU7uxX33uQhXypjVqbypGvb0094ZMrlWTc09hImsL2jAHcFBrFKmm+orLj1BcIVmnHvLkSOO8AapxGWjSb1p2BNNjidJXdYZnCTaGe4rFzcZzrTXX3dn4fzzvfwsGZ6fyKbrBQPKVY8nJGzppb07ZFqc6rxdwkniCKGEOGWrIbfd5i0ks9Za5d9w/dgH7fMDD7hXEhL57bduOCBvLOzk0CZPKVNLDJp0slrVGs+EGBJq6AjhhbyJkxGbRiEMUS9IRBEbvjqgujYpFAi5+GIv5kHDnsPYg/MeJ70jfCmq3DxhdKpt9ICOlVcW+eabqFprrn0u9sSamzU7YLtu7RqwCFgELALZQeCBTx6Qfo/3qzd4neXWkdFHjM7OAFJuqd0TUz5B1rwGCFR7zZIpirOEbEFHHnlEBFK0PItOoodzEyz4N4zg4CRL1pGbbhKBgC9NoteK9eMooprWBhuI/KpVM6hUMW3OHBGczTjFccjpQj4DDmPqA6u5POQFQBxXrcpmZL+qmc3du4vg3DYt663nrSkNtS8EgEmJfnzEfEAbrlcZdOzRjy5POEFk8OCkrI3WzxZbiJCL4QgBEKzNPIpOdX7iid5M4SyMudp7YhYwKmejdQZnefYStD0XNxkUr+qTHEfYgw8miGKKu6Iwh8oJceSR3jAh1XScilDNOjJggMy/6SaZM2eONGvWTJoE4QgyBQmUvjip1YzKaoZx6fWLQxbKmD9/vsz58Udptsoq0oS3ZEfK1Wom8x3aZ3iGwEQXnL2EgFELl4I/engmjtZrrjE1K/Ho4W1Sp2qG7v2dd0oXlilhRQHXxtYr2FEoR3XKUvhGzfaOZ3Qi+ts+och+a0X7semhh0QoCOJIKd4eP3q0aypiGkJnmpvkYk9MM8DWtlgQyMu6rbXnTSyLocaf4UlgSh92rcaDdK3geseoO+Tgpw+uB3HDthvKu4e+Gw+oNbhe87InxrYgrOLUIVDtNUtGMDkDjkDf+/vvIsRmB5GsPcP/+KN41KRKlIpzbduKTJjgajN1bGUSV2LiiY13hGMj1UmmzzcV5jbbzJtNzDVBjpfABOracke0rDeVJC6JqnCNYQpxnZ41ikOc+TUl5HkQgKGOm6NGsE5KCHyAZFN11ENzToBAKdloI5GRI91fSmWVm1yrJnGADh5aeEfIN1GrxpnsKw5dQXDVnfbc7yodfhz2mdZZ7T3R9HiS1GedwUmineG+cnGTEZKmhtyRIYlDzIqIHgJVztkIVpdfLkINXEdWWEEmjx4tQ4cNkx49esiSSy6ZPKK8OepvXWRxOkVJkraolD1Q8ULJG0AmT54svx5+uHRUs3cXXliEt0ydI0fVO2qUCMEP5UIT+ZphnsgudoSvODJEG9MbwPbYLp07t0hVzleTKoRiQhndWH3kuuvBdejQoeXX67vvimy8sVc/PEk4auOWLbcUeeMNtxcc38ylKdGL+DAmlQMqZD8VMQ2pN63NcrEnphVca1dsCORl3dba8ya2BaEotpjGg7LF1eIaBYEb37tRjnr+qHoVm7ffXIYeqKSsRFFeom2trde87ImGl4FVl2IEqr1mqRVM9SlH+FwmHjuoZPFZQ81b6oc68uyzIjvuGHTkIhxltGjhde598IFIly7BdektTOIKre8uu7g9MH614p7aN3H0ffuKEHOuytZbF6uPBc2ghlKa/IVKTjji5Ymbj1Maw5RKazhJp051LfBLp+3XZr02MWsHB7GPIy+/Xfi6jvlVnfSQbjJPpYSjRgIoHHn++Yb1lU2uVV8D8HkR9yLZ7apU81jZp9n1lwXBtU8fEUg+HTn33GJ2fpak2ntilrDSbbXO4CzPXoK25+Imo94nDiNHeCuBV4QdNarwBgT3BfVbqbmK86YaGbJhxwHt8I8/uq0fe0yE3aGUfPaZCLTHisz+8EP5rXVrWXbZZaWFCTyDjkMPU1100eJbEuGD1RDWw2KLFdeXI2RT4+gLILOmTZMFOnSQBdQvjwEDRG6+ubIWbOCNHMc9zuNKQkawTsFcqU21ficskWIluhNzr72KGe4tWzZq2axZs2TixInl1yscKRR9cYSQQAoDJXFP60WEzjtPhMIrpkQPign7Fa/ZUxFTU/anRE8u9sSUYGnNSA6BvKzbWnveJLFCLKbxoGxxtbhGQWDwO4PlpJdOqlex7crbypD9hkRRGe39OLaeq6M4L3tiddAz2yvPynvuuUceeeQRGT16tPzxxx/SvHlzadu2rXTv3l0GDBggG+uBuj5NeOONN2TLgN/gBLjTzq/ccMMNcjTeqzq544475MADD/Tb3Pd11V6z66zjrXwVttZtFvdGjhE5TnTkyitFODIIKqVyBqDcbdMmqKaG15vElRyBVVf19vHbbyLLLtuwX73iHFdA3EZ8fdg8AxytYExlPzJTSwmBCSe5W2R0AEtoqISpTqddKYM6qJGQ/kEL7cgmm4i89VZQLdGv53hYpYPnmPWXXxquB2oo60wBX33VcC1VwjW6xeE0kIGNg189fuXolSPYLEgQXHfYoRis4QgkiJAhZkmqvSdmCSvdVusMzvLsJWh7Lm4ynIN61ir1UTXHZihYcQSrbyI4pGL4AAhlW6VGs2YVQ8tUWuHGsiC5Ducxma6OXHqpN1u4Up+mf+dNEU4ZR+AmobhLNWXddUVGK3W9wrxF6FmcjCfomsUhzc7OHPFWXUqoEYyt1Sq4Emae+JJinnVH9worFLPX99wznPOWcF108FXmSNgv3TDj4rmhhrjyXFFDsMPoVNsQrqpmGsMKoNZSj6q/RtrnYk+skbmyw3QRsOvWrgaLgEXAIpAdBC4afpGc+ZpbGLB3x97y1D5PZWcAKbfU7onpmKBx48bJjjvuKJ/wjduInHjiiXLFFVcELkkVxhmM8/lmP8HXAt3vBOnUqZNMVdID8+gMLuXExCmFc6oWRK8P66eGbilc3n9fpGtX9xeqeHEcV60chnJzx5EI+RVqfWjiI4jHV4XMQj2HZPHFi47g1VePvjKo2kWVsKdKbH1kppKhWk3RM6jJHeBeMeHcZ1w6geNpp4lA4Z20QANOIAD/OlLqeFPPrGVd48yvRr5QWIyoqKZmuTdWQTFsH2lox72jHgNmKTfIwc++x4VfSdYZHB67mmqZl5tsfrt20kR1Yj7wgLd+ZphZ/fXXYqjTtGlua958yKBN21tdqfFR8ITMR1UI6VpiifJo8ParfCDN22IL+emuu6RNmzbVyQzWax4fcojI//1fmNk014bQOULoHCFDF4esX5k/X+ZtsIE0VbNfG+NjqaSXN2m4nVSbnDaEhJHRnjXBgb3ppt4CJs4YCMvkjYZiMpoQMffLL7+UXq8Uw+GtWxXuZWrrJiF6TWTW9m23metZp3mn8BP8QxGlUUwj6k5j87zsiWnE1toUHwJ5Wbe19ryJb0W4mi2m8aBscbW4RkFg0OuD5Lxh59Wr2GvNveShPTQezigdBHk/NthPWlTlZU9MC55h7JgzZ4506dKl3hG8zjrryEknnSQdO3aUadOmyZtvvllwAE+vY9u69NJL5VS1XJWPTmn7PTyfFeSYY44plBFC3nrrLdnEp5ezT58+8sQTT0jr1q3lN1InBaKq/GUGE6us5jrg8CN7LigFMPhkcW+86CKRM93YnALhG8RvQUV3HlJFTD2eDKpPvd40rlST+ugjt4frrxc5yq1cIB9/XAwGUMnwOP6EQrtXrygjadiW+ryQ2Dm3Mvk82IYzPU6phCnOcjJJ1aNgHaew9hEkwJGs6pA3VV86jE2Q8D3yiNtym21EIGhUhep2e+/t/oWqfaUev5VwDWOfqTbUDFZr5zKecnWsTfVpSk8QXLt18+ZPQSB42GGmLElGj32PC4+zdQaHx66mWublJpu9zTbSnLqijvCkh9ckisAZceutDTUMGSKy7bZRNCfTFjtVRyBcLiovRikrCM2DzrZO5jdvLs/fdZd079WrOjWDN9xQ5L33XEvJ1MapVk054wxv2B54qUUZKtmm05pz/ZNPeou3VNJR6ne+Wo4/3q2XbdrZGMamKG1wZIJtqaxnvka4P+EXotBNnTRaS4PQv5tuci2CD0vN8I5iq5+2gwaJQA3tyO67izz6qJ+W/q6BZwi+IUd69y4dautPmz9MA+rKwuV52ROzgLW10RwCeVm3QeohmUMv35ospvHMr8XV4hoFgdNePk0ufdsNJD2g8wFy167xFUistfWalz0xyhqrdtvHHntM9qjjHu3WrZsMHz5cFtC8Ox988IHw2+zZs6VVq1YFh2uzMB7IRgbL2ieofebMmbLKKqvI1wTL+5CnnnpKdt1110LpodNPP11OrmMqy6MzeN99Re6/3wVlt91EHn/cB0glLsnis4ax8lnuSNu2/ipx6cO/8UavQ9UkoZ1pXPU5hwn9uuuKIyLugSO4sWO9IyTuXCXsC7dCSrciw5RjSHJx9t8/PAV1EJv8YKrjFDZQQLeLetx6TArHtGGpt4OMu9S1OIJxCDvCo5q5oEawI3rQRM+eIurxu3OdH1yj2hu2/WWXeemSDeVOhDUnULsguOrBHpBScl9lSex7XPjZss7g8NjVVMu83GTzTzlFmqiUq7vsUnSwhRXC0bp08VIsO7p23LEYFpd20d9IN9jA61gtZT+hb+z6s2fX/zrv0UelSZ8+gambIsNDYQfq86qcJdRu3nrryKojKSCb89BDXRVrruk6YP0o1vlJCKujeIuJ8Mc5c0TefLNIo0xmrQmdfsYU1zWfflp0cJcLz4UeHgcrjt5mzWT+/PmF/zVp0sS7XlnPyy8v8vvvrqWEBeLYT0p0yvlyb9Bh7YHyGue4I9BpE8IZUcpiGlFvWpvnZU9MK77WrngQyMu6rbXnTTyrwavVYhoPyhZXi2sUBI5/4Xi5ZuQ19SoGdBkgN+98cxSVjbattfWalz0xtgWRgGKygAfz7SMiTz/9tOy8884le3Wyb/kROum1TJT5UnqCEvoImM9E5Nxzz5Wz+V6qIGQur7HGGsI6uuuuu2TevHlyEFzCOcwM5rhlueW8n8jETh9+eCWUSv+exWcNxw1rr+0dD0diUCkHkf/+15uLEsWprvdrGlc9htxxcpKxyhEFx0mqkDl+++3hKnUFwTDJa/1gqlNlk49AxTEyhqOI7pQMepwYpe9Sbf/6qzgmtYYzZIyQMjrC8adKakdeRinGfT+4mrbfrz7yvNQawSYDNvzaEPa6ILhSKfDLL92ecPardaHD2pBkO/seFx5t6wwOj11NtczNTabz26y8ctHBFkaonQttL8UzyslXXxUppNMsVInnTcMRwr3UIgnlbOcNUHW+wSkBt0TS8t13IsyjKrx9mSrUEXY8w4Z5i6pQlxkOHT/U4dTBxflLsRZH4gyzDDvGNLXjfiRkl1BUPUTVsZM36KuvLn69lBI9S55rvv1WZKWVkhsp9cbJ1nZk/fVFKC5kSvT7fb/9RO65x5T2mtGTmz2xZmbMDhQE7Lq168AiYBGwCGQHgcOfOVxu+dD9tjpuw+Pk6l5XZ2cAKbfU7onVnyComa+HU1WImf5U1uRbrYRADX0538LCZ9H7sj7fRwale/fu8vbbbxeChL/99lvp0KFDRe2O7VtssYW8/vrrcuedd+bWGUzVKh1yjmB8wFQRx6xcAFVvy5beHBBwIbsuiOA4w2HqiJptG0RPEtfqTk4CAjhm49hPr2IF5Sz1RxdcMAnL0tUHzlHq6ap02VGCJZzRkbcErbgjYetUm0SL7HiVEQCCSSrOOaLXOL7kEm+WrUlb4tKlZ0B37Oh1msbVb9J6OW5Wj02rSUEeduz2PS4sciLWGRweu5pqmZeb7O8335SFN9vMnTsyIwnpW2SR4POpvx2V0kC24lVXBdedZAu9tu3pp4vA71FJyLCmBm2dzGzdWuZ8+60sEjQ8slI/lX7XC6+QsTxxYvVDEnlTJstUlR9/FFlhhUojKtL4EopZJ/NbtpQmOIhbtarcttav4G2cwwLWsBq2qOAyZ+ed5dODDpJVt91WFlHvfaK577zTvbJrV5GRI5NFVH+urLKKiE+qMl+G8kyilrIjhG+Worn3pcy9iHpcHOIQqe/BNKCerFyelz0xK3hbO80gkJd1W2vPGzOz37gWi2k8KFtcLa5REOj/ZH+5e/Td9SoGbjJQLtnmkigqG21ba+s1L3tibAsiAcXXXHONHM+3ic/MYJy10GAuTsFaQ4LzF2poZPPNN6+vG9yY+nfffbdQUxi66tGjR8vqq6+ea2fwxRd7ibKifp5m9VmD8/uHH9yVQR1RtT6qnyWJ84z4c0dMkpCZxpW8FhxhqpA0r1a04jfqHlOxrdq5GH7wD3qNX0x1Uj9ICiErDCtk4+Ng/uMPV8O994pASV1NYc337etaAGM/VNEOdTVHnRxbOvLYYyJ9+jS02C+u1Rgr86ZWeyQbmjFmQYLgyv2qjisN5JpBMbbvcUERc6+3zuDw2NVUy7zcZNMnTpSWyy1HFIQ7f7y5QI0cRKhPusZZ10/0AAAgAElEQVQaIoREOtKunchOO4nccIP7Nz5U2A2hMU6rQHM9apRrHTweKi9GObs//1xEi96dMWKEtIRHI0nhDZraz45svrnI0KFJWlC6L9YY866GCL76ajGbvDEh7JS3KIWqePYhh0hzOFis+Edg3LhiGCJvrCVkXosWMuf446UFNXpxCHNPE+46ZYp7NQEPJ53kv08TV5Jtr2YuU+uY4AZTQkipytVjKBw5yIunqaFUU09e9sRqYmj7Th6BvKzbWnveJLFSLKbxoGxxtbhGQWDvR/eWhz9zS3mcvfnZcu6W50ZR2WjbWluvedkTY1sQCSieOHFiwRE7depUITt36NChDWoGjxo1SjbeeGOZNWuW9O3bV+5XC9casHHQoEFyXp1367bbbpODVYamEvqpXUxmMnTV//nPf+SCCy4oXJXnzGDogVUyvKifj1l91lA79KWX3EVx7rkiPhjFPatonXWgOnf/RBx6//4GFrJw7GQ2OJvKYhyTQAtdThZeWOStt4JnSJsZcfxa/GKK01Ol2KUK2y+/iHCUE0ZKHLUWAhHatw+jzVwb8qhwUnN05gjEdlCEl8qep6pi584N+/eLqznL/WuClI+cEEdatCiOjTyytEsQXKmkpx59Dh9erCCYJbHvceFnyzqDw2NXUy1zdZNB26xSQzu7V5AZvfRSkdNO87bA6bThhkXKYtXZfN11Irwxp1Gwk11g6lTXOr8hQbSFW4JsV0eqwQPSr5/IAw+4Nhx1lEgd3VTVIV93XZHRo10z/DjadSpzWn/2WTH4wEpwBHirOe44Ed5ES0nbtkWadHifdt3VewUOZUJdkxSdh4twS77ATL196tnPOLvVOupJjjXDfeVqT8zwPFjTgyFg120wvOzVFgGLgEWgmgjs8uAu8vQYlyPyf1v9T87c7MxqmpSrvu2emI7pfOKJJ2TfffeVv//+W9Zbbz054YQTZLXVVpO//vpL3nrrLbniiiuE+rzrrruuvPDCC9LGcPrhyiuvLN99950svPDC8ssvv1TMOr7wwgsLTuCVVlqpwIpEO8SEM5g12Zj8/PPPsiHnTSIybtw4+XcC36nUCSXrb/Zs17KnnhLp3Tsd6ydJKzhSuPZat0eyNMnWDCKQ2KnZnn6P3oL0YfJa3Xmt6374YZE99zTZYzZ1zZhRdJLyryOQr0HCFkaovqfW5CZXRD12DaPTVBvqXD/5pKtthx1EnntO5IsvGh5Zcsyc5ryoUpjgKtArPTKvdY96UzBWXQ9VDFWnPk5wwxUYYh+jfY8LD7F1BofHrqZa5uUmo6C67LabNOEN1hFqjNbVoPE1qXApsDsQFuVI9+4iOJ1w2OBQUvXDrUJol59asb4MMHgRb6K8kaoSpEbqkUeKUBCjTuZvsYU0oVhIkqK/oZKZjV1pEN6MH33UtQRabbU+s24j65MdWMnUnk+W6MsvF2oYWQmJALWXKWxDBrmSce3RhjNYfXuHTp66z0lLqRrYZJdjnwnRgyfOOEOE7PqIwrOV/7FOa2Gt5mVPjDjttnnGEMjLuq21500Sy8xiGg/KFleLaxQEtrt3O3npWzcN7Yptr5CTusXHWFNr6zUve2KUNZaWtp9//rlceeWVcvvttxe+J1RZbrnl5LTTTpMBAwYYL0UzfPjwAjU00q9fP7nvvvsaheSbb76RtddeW/7555+CY3p7OH/rxIQzOMg3FJh16tSp0DuZ1c2bNy84pufOnVtwnlO2h79h68yZM2WJJZYoXMtvCyywgLRs2VLmzZtXaOtcy3U45ZckWUCk4JAfMqSZ7LHHQvXjbNZsvkya1EQWWmiWzJgxo6AXu8lIQ9DFHE6ZMqXQR4sWLQpZ3eq16KXvxRZbrNAW6m9sX3DBBYXMa3RBBd60adNCO8bEtQh6uW6hhRaqv5bfGBO2096hEWds9M+1c+bMKYynsWt1DBdddNECFbiD4T33LCHHHusuEbIH33nHP94zZsyTRRZp6llj77wzVTbeuEh7jn3g4QdDMAJnbETAkHEyXjAACwdD/Vow5Fo/eO+++yx5/PEWJe+LM86YLaefXuxHX4cO3g6GpeamEt5+1yzz41yrYuisb2cdllrflfB2xsY6RFS89TV76KFLyGOPuWd2UA1DCd7Ymi23vg87bCFPoAHUzLfd1nB9N4Yh912puYn6jLjrrjly+OFumcXmzefLb781keHD50vv3u74W7eeL2PGTCn5jGBuWLOsddah/owotb6TekbMnLmYtGmzgGfNT5jAs63hc1Z/RpRas1Hx1p/Jja1Z/dmpPyMcDP/5Z5YsvLD3vh45coZ07Vo8cwzyjFDXd5DnrIlnBPvZCnVlGJMKkGr0JSFDP1pncIYmq5qm5uVjiQ3n1wEDpCNV4R2B7+XFF/3De9hhIjplr0o1rdO8ohn99JM20Tkw4DOhzmrz5v4s1er1zm/WTJpMmiRisI5Po4YQogp3jRqqigNPrQvtbyTxXIWjjSI7jhAoQE3YcgLHjsbN8e6ZZ0rHU0+t/yiLx9Aa0frnnyLnnivzr7tOmuAgbkzILifLPGnh/tH5hMaPb1h/OqxdFG1R12AYfqsSffNshdqtR48eNbFW87Inhl1Gtl02EcjLuq21500Sq81iGg/KFleLaxQEetzZQ4aNdQMTr9/hejmqa3zvprW2XvOyJ0ZZY2loi+Pq3HPPlVtvvVV+++23kiZ17dpVoHPecccdjZqMg5l+kRdffFG2q3Bes/XWW8urr74qe+65pzxMSqQiSTuD77nnHtlvv/0KFrz++uuy9NJLyzrrrFNwKGIjtNvLLLOMfP3114X/7UD6nhDrPKzgECULGyfakCFDZKONNipkXJMh/dlnn8nOO+9cuJbM7GuvXUUeemi5+pFutNFMGTFiQfnxxx8FCm+uxWlLHWUEXTh6nnnmmUIf7dq1k/Hjx8v7779fsAHn1dtvvy1QhDvfjVy75pprFrKtyc5GF3OBw5I+OPB3nPbPP/+8rLrqqoX//f777wUbe/bsWXDSffzxxzJp0iTZEl5rwRE3RNq3b1+o6fznn38Wxr7FFlsUnFM40ydMmCDMKfLKK6/Iv/71r4IdOJHBdLPNNpOlllpKxowZI99//700bbq950iPI68JE2bIK6+8LN26dZPWrVsLAQNc76xVAg5weHXp0kW+/HKmdOq0oGfd3Hff89KvX3FuwAV8WO84Sp577rkCJTkZ4Dg6PvzwQ9lpp50Kju+RI0cWcIZCHXnqqacKGfVfffWVrLHGGoXx9erVq+Ac/uCDDwrO4U3rzpmeffbZQiABWfHcc++8845su+22BYf8Rx99VHAEMTfI/vt/Lffeu2qD+2733aHI/lR+//032aquDNpLL71UcMygW99Pvvjii8IY6Ad57bXXCnittdZahfnlv7GPdcwYqOWN/QhnDMwZ7ACMg34cvLkO3eCCvPnmm4VxgBsORoI2wHP55ZeXsWPHFsa3yy67FK4dMWJEYe2SbY/DDlyYJ8bA/gBu2IRO7iWccNQKR55++unC/bbiiisKGfvMx19/7SD77eeeo3K0Sh7RiBHPSceOHQuU+A7e22yzTSFYgprjrE3WJcJzqEOHDrL99h099ak5murR47NCX+qaZVzMN3P2xhtvFO6TVq1ayZdfflkYr/NMM/mMGDlyjPTv38tDH3733VQ2mysnn+w6Ubt0mSlnn/1iyWeEcz+CC/en/ozgeYHznucYkuQzonv3LWTZZYvBM46Q2zV+fOVnhBMgxFwwD507dy4EtLz8sr9nBGNmDbAmeR798MMPheda7zoqBj/PCGzm/uU+0p8R3EM8E7/9doKsssrynjE++OD7svfexfKZQZ4R3GM8S3j+8PzlfuGZwD4DewZrPq5nBMFZ1hnc4PHs6w/WGewLJntRXj6WeCGYeuutsswxx7iTCk1sBUqe+ovJ2CRzU41YpUACVNOO8NvaaxepfR1xuDPStpRwiu+1l2tVhw7eOsiV7IU3iMxitZAIBTNwOCUhpYpp4EyDyygNcvvtIocc4lpCjeVPPy1v2d57iygflvNXXFHGvfaatGnbtvAib8UMArNGj5a5xxwjC7/5ZmmFZPH//LNI69ZmOgyiheI8ejCGSZpwDlGef961iGAFnfI+iL111/Js5eOdg4RaWKt52RNDTLVtkmEE8rJua+15k8SSs5jGg7LF1eIaBYGN/m8jGTl+ZL2K23rfJgevd3AUlY22rbX1mpc9MbYFkYBisphwEOKkw8F18skny0EHHVRwCuKoxClIPV8Ol3HEDB48WI4//ngjlnHozncLTiscKjg3saGcOM5eMu1wPtFGFRPO4CA00UllBnfp0lK+/trNZj333Dly9tnNSmbygYefrFYwx0GAI43vxqxkBk+evEShSpoq48fPlZYt/WViDxs2T3r0cLFs2XK+/PTTFGnVys3ErpSpqmZi61l/ZDH/8ccfBYeqkyGNszNKZvDdd0+X/v3dLFDG3rnzfHnrrSbStGn5TFUTWX9pyAzGsfzrr78WMmzBt7HM4KZNF5fllmtaqC/rCMeBffqUz2YvlRk8ceKCsuqqbjY+uj7+WGSVVdKRGYxD/oADlpRnnnHHSfxIu3bz5frr3czgfv3myvXXTyuZGczzlwALAh3ANE2ZwTgxl1xyAeGo2xFydtZaK/2ZwQQFsKZwJPMMKJcZ/Ouvs6RNG+/58pgx02W11Yr3us0MNvKakWol1hmc6ulJj3G5+ljCsbLWWl5wyRiso8MpizpOXiK2VOpYslK/+qph1p5e5AGlXKcXH6j2FFPj9/TTXSuI6nv11WBWEU2ptqEwRl2EbTBFIa7GcYoD1RE+ysiiTIuwVuqiKgsmUZgBCqVSlOEEJPB1oWasUsuVmq5WzCPA/QydO/h+/71XP2uaAj7VEmiw9LfPuijUyCbp9+vgwSInnBBZba0pyNWeWGuTV8Pjteu2hiffDt0iYBHIHAKdb+osH//6cb3d9/W5T/qt3S9z40irwXZPrP7MnHLKKYWawAjO1P79+zcwCqcS2YRktuHYIlOUjLyoQmbv3nXnCKeeeqpceumlZVWSxUq2I1lPV199tRxH8VhNTDiDK40p6TU7dmzxeEKVkSNFoEeuRZk3r1i5Sa2zGYSUTj+6WmUVka+/TjeSv/xSXAPOmKmLCyli+/bptrta1pEx/fjjbu8kN6tx+H7seughkX32ca+E4Z3qfmmqOkgmsPq4Jm+F5wJOU0fOOUdk0CA/I07fNTAPq/li1ESuI1dIn7EhLCLvRYtnkjTlVPkdUtJ7ol+7snCddQZnYZZSYGNebjIijiaOHy/Ld+woTVRqYTIE6ygoysJNxusee3h//t//RM48s2ETHH7sIDiZHeGj4eqrUzCbigmHHy6C49qRMI7cK68Uoe6yI2RajxtXrJ8ct5x9tsj557u9OIU54u7Xr/5Su+yPPxbXhi7Us1Vrt7ZsKbO+/14mzp4tyy67bE1kW/qFNep1hefAxIlFXPmqYw2DPfctWblvvy2yQZEipSry7397gxr4gqijSYpsDxTqaka0oRrbHkxrIIs9L3ti5PVkFWQKgbys21p73iSxyCym8aBscbW4RkGg43Ud5atJX9WreGyvx6RPp/jYl2ptveZlT4yyxqrZlowlqFfJZIReEmrdcgIVsENxe8IJJxQyhKMKtLLQ8CKffPJJga62nFx00UVy5plnFkrhXHfddSUziKGyvemmmwoqjjjiiHqaXegxocM1IUmvWeL7BwxwLYcQDtrbRhKofQ0zy88aCABVojcw4gjNj1x1lciJJ7pXUq566FA/Lf1dExeu998vct55xUpWN95YJEGsFQmK6QMPUH/cRYejJe6ZVq38IwaJJbTQjqSRZHLy5CKJnnqkro/wnntE6pjsGww+KK7+0TNzpX6fU05enVczvZjX4hfX774TWXllb/8chRLskiVJek/MEjaVbLXO4EoI2d8LCOTlJnNqV+x0xhmywBdfuLPLizuO0XIC10enTuIp3EA43JdfFrM9S8nAgSKXXeb+QrYf4UVJ1dP1s3a32YYCKe6VOMSocxtEwHGNNbwt4DFJ4i1Rr39KlmdddHGQIcR2LdmnzDs7qyNkUdfVVan/G3WacRATjuXIkUfK5AsvrKk6rLHNg6a4ZE00wi1HjBDp0kWkTZukTCndD4cRKs08X2B9+5qxacMNi+G8jtx2m8jB0SkHbZ25f5uZH6vFIhAjAnl7l6uVGuUxLol61bX2DE8CU/qwuMaDdK3g2v6q9vLjlB/rQXyu33Oyw6rF2pJxSK3g6mCXlz0xjrWQhE7Ky0BliZCh++CDD5btFspo6FoRajJSozCKQFHctm3bQl1WaoRSG7QxOeeccwp1jcMIGc1OPdAw7dU2Sa/ZPfcUefRR1wISqRuZJt/Dy/KzhtwQckQcOfVUkUaSyj2YcO3ll7t/4vOez3xTkmVcTWFgWk9QTKdNEyF7Ws0ev/NObxZtJRvXXVdk9Gj3qjBHtJX6MPG7Xn1M10l+RbdupXsKiqsJe4Po0PMncM4fdVQQDdW51i+upaotQlCZpuxzPwgmvSf6sSkr11hncFZmqsp25uUmIwKVl/5mBxwgTdQ3WcKvrr22PMrU1dSdpPC88IZcTn74oRhuQ+ahI9dcI3LssVWeTaV77CMsyBEwUWmX/Vg6f77M79BBmsAj5IihOqQVu+/YsUi/7QhFOQ46qGKzRC/Q3+ZKBR5Qc1p3yH32mczv1Km4Xps1K9RJsmIGgfrnQFpx3XRTL8eOoezdAnrQqn3yiQukoTDH1GNqZunUa8nLnmgYFqsu5QjkZd3W2vMmiWVlMY0HZYurxTUKAstdvpz8Nv23ehWvHvCqbNVhqygqG21ba+s1L3tibAsiZsW///57gaUJ2X333eVR1euo9T1t2rRCzU6EjN5n1GKVIey86qqr5MS6FE3+f6U6xLXoDMYxQCYoGYCOGIohLtSxzOoZB6SAF13kYtK7d7HylB/Zd1+v8xdyPdU57EdHY9dkGdeoY4+rfRhMd93VuyZ22kk89XUbs3XKlGIWMTkljgwfLsLxUNqk1BGmaiMZ0eVIEcLgmuT4ua/VbeaCC0Qgcky7+MX1ww9F1l/fHQ3EfmoAQ9rH6dhn3+PCz5R1BofHrqZa5u4mg975rLPcOaQW8Ouvl55TqH5XW81bw5NQIThdKjnodttN5MknXb3oIZM2DSE3c+aIEGHLv46ELQJz5JEidbRIBVXUyX3jjXjvEbJpF13U62wPa3+cluohtaec4s0Y502PbNSPPnKtIGP7pZfitMrqTjMCfDHU0ZYVzOSLU63tHcV2PYCCgxeK21gJhEDu9sRAo7cXZxUBu26zOnPWbouARaAWEVji4iVk6syp9UN/6+C3ZJMVNqlFKGIZs90TY4HVt9J58+ZJq1atZOrUqbL88svL2LFjCwHQpeTZZ5+VnXfeufDTscceK9cQYB9ByAam9jD9TZgwod4pHUFloebxQXVB6XfccYcceOCBUdSVbJvkmoUwS8/qoxIY1YxqWe66S0Sd2tVXLx7v+RGOHFVaaCpVqbTRfnTYa9KPwL33iuy/v2snjrbffhOh9m8lgfRArU1LWxzE5cgoK+mL83eI9ZZbznuc7PTHMe3UqZWPy+O0L4ruAw4QgebaEf0IN4ruNLSltrMaYECsFessa5Lknpg1bCrZa53BlRCyvxcQyMtNNn36dPniiy9krW+/lYX22cedXQqgTJxYerc65BARMk4dwQH8/vtFB14lwcGsUwKzw2+/faWW8f9O5nKHDt5+wIAQ0IDyzyOPyEJ77eW24kPu99/9vfEE7Kv+8lGjGs7BX3+JLLJIWI3xtNPDR3fZxRsgQKgfBWNUIQxtp53EWa+dOnWSRdI2rnjQSkRr6nHVw4ZPO02EbHsTsuKKImoWf91ai6o69ZhGHaDWPi97omFYrLqUI5CXdVtrz5sklpXFNB6ULa4W1ygILHjBgjJr7qx6FR8M+EC6/MvH92fITmttveZlTww53alo1q9fP3mAIpsiQvbtoEGDGtj1559/FuoFfw6vpYgMGTJEtt122/rrVCcs7dHTmHz22Wf19YFxMD/99NNGsMibM5gasep0UBVMrWIUBbQsP2veeUdkEyUmh5qwM2aIlIlj8MBEXsjXX7t/CkPK1xjuWcY1ynqKs20YTHGqkRE7y92+C47FcvVzVfvJPoUW2pHu3UXefDPOEUbTzbH2kCENdXTu7M110a8Ig2s0S4O1Pu44L3EodcGpD5528YsrlQu33todDeuVTO6siX2PCz9j1hkcHruaapmXm+yvv/6S0aNHy7qLLSaLsEOp8ssvxdAmVeBP2GADL08HdL5w5PgRsj6hZf30U/fqXr1Enn/eT+t4r3ntNZGePd0+qG3Lm0ulbOcSVv3166/ScoUVpOns2e6vcWcc8kZFyJYjK60k8u238WIWRjuBBAQUOKJ/SemZw1B3Q33dtKk467Vz586yKOF1VowgkHpcjz5aBGpoR6hnrmbeR0GB2lw86xwhA51M9IiSekwjjk9vnpc90TAsVl3KEcjLuq21500Sy8piGg/KFleLa1gE5s2fJwuct4Cn+WdHfSZrLLtGWJUV29Xaes3LnlhxYlN8wZdffinrr7++zMCbJlLI/u3fv7+stNJKQp3gESNGCDTOP/5YrJ3ds2dPeeWVVzwjCuoMHjhwoFx22WUFHVBTQ1FtQvLmDNarFp1wgsjgwSaQgnCveCaXxTOOSZMa5k7g4F1llcax4ViQ47bp093rhg0TgXDQlGQZV1MYmNYTFlOIDJ591rVGzwcpZycEi6wLRyCHU2nJTY8vqj6OxXGU6sJjtRHm/9Q/A84+W+T8891RUSv8kUeiohV/e7/rFRJCyAgdadfOmy8Sv6VmerDvceFxtM7g8NjVVMvc3WTU8cW5BtWwI3xYqM5R3tjYjcncdIQ2vO21aeN//gkhGjDAe/2YMUXq6WrK//2fyGGHuRZUCt+qZCsOJfXjDAcofcQlZEteeqmrPUjBlrhsKqVXz/xdcMFi+ChU4XzY4sSmKI8jfGXxtWWldhHQQ0JhMaiLmo8MylJLifz5p6sGrio9Mz1yJ/lXkLs9Mf9TZkeYI5YXO5kWAYuARSDvCPw9+29peWFLzzC/Pe5bWanVSnkfemLjs+9yiUHdaEc4d/v27SvUEG5Mttpqq4LzFmppVYI4g6GmbteunYwfP76g5+eff5YF+TY3IHlyBpMfAHGeekSRFnI7A1MVWQVEejiFHcGxolL7luoATJdc0vsLeQwcBVnJHwI6nTiPGaii60qflxwwNVtZI//84/6MQ3nHHdOLD49tjsbVZwXWDhwocskl6bW7kmVQuFPT2xHcBFocUiUVqf79scdEcHA7QiW5L79MtckljbPvceHnzDqDw2NXUy1zeZN17Vqke3bkqqtEjj/e/W9Cf1TqY34JU7sTxx/FVVQHzLHHikSsdRN5Aer0xdQ3fvzx8GpxYp50ktu+bVsRCsuEyDT2ZQRvRWqGNeOhFnTahCxMsjFVgaaX8KszzvDS/0IFPX58vPTaacPH2tMQAYIcCHZwBP4dvsBNSMuW3iCYd98V2XBDE5prSkcu98SamsHaHKxdt7U573bUFgGLQPYQ+PPvP2WpS5fyGD7+pPGy/GLLZ28wKbXY7onpmZhJkybJbbfdJi+88IJA4zx58uRCPd82bdpI165dBTrp3r17S5MS5wpBnMEvv/xyPcX0EUccITfeeKMxEPLkDH7iCZE+fVxoqFvKURafkVaKNNHQRTviJ5afusIQxKnCMeHCC1tE84gA9wukkypx4v33i/TtW360b78tAi20IzzuCDrQ4l9SBxes/S+/7DXr5psb5kOlzvBGDLrjDhEIQR1Zf32v6yCpsUDmecUVIssvX6QPX3ZZMz3rda2j5oWZsSq4FvseFxyz+ufL/PmkP1qxCDSOQF5uMj4shg8fLptttpkseeKJInfe6Q5cLQRAONbqq3u5EqivS62ahRYKvlz0LFYyjHH6NRYaFryXYC3INnzoIbcNoU+XXx5MR93V4DrqgQdky6OO8rYfPbpIkx2HtG9fzKx1pNLbVRw2+NHJI5Z5pp6xIxRp6NZNZIUVvGGl4Hf99fWXedarHkrqp297TUkEUo/rLbeIQA3tyMYbe784o8zrAguIwIzgyEcfieiU+SH0px7TEGNqrEle9kTDsFh1KUcgL+u21p43SSwri2k8KFtcLa5hEfh52s+y/JVex++kgZNkqYW9DuKw+ku1q7X1mpc90eQasLrSjUBSa/bII70VikxnxWX9WXPggSJkfjpyxBEileIK9BqdOPj++MPsess6rmbRMKMtCqZki6vx/JVyb/R8gLXXFvn4YzPjiFOLfnRFXzrppt5/FFzjHIujWw+IoZLfN98k0bPbB88HnMBkjCP77iuCE7cx8YurThK60UYiI0YkOz4TvSW1J5qwNW06bGZw2mYkpfbk5SabOXNmgRaobdu2suB114mccoqLuOpwIewGqlZVotTAJRMUDhjVCXP11SJUpq+W8MQfOdLtHSek7sz1aVsB159+kg49e0oTxupImExqP31Ondowe5Y3Jd6Y0ijrrSeC080R6r82b+6tJcxvBBt06lR/mWe9GqKwSiM8SduUelwfflhk771dWAhMIZw4qsyZU1x3qqAX/REl9ZhGHJ/ePC97omFYrLqUI5CXdVtrz5sklpXFNB6ULa4W17AI/DD5B+lwdQdP8+lnTpeWzeNLzau19ZqXPTHsGrPtsodAEmuWOHYcH99/7+KDk+rUU83hlfVnDUdckNI5stVWIjh7G5O77xbp39+9Yq21RD75xBymaMo6rmbRMKMtCqa33+497iOnaOLEYrXCUkLVu2eecX8hKOOGG8yMI04t0F/jtHSooqmGB0EkfysnUXCNcyyO7tdfF+G+dgTa/AqVDIybxdw2Rp0AACAASURBVFpgTQSxwS+uuEIgK3WE6phvvGF8CLErTGJPjH0QVerAOoOrBHzWus3lTTZkiAj0q46wK+NkhNZ31VVFpk93f6OmJk/HKJTHu+/upWFeZRURagezW1ZD4JhQdzQol3v1imYJzmQ1LBLcqElqWuDlgZ/HkWbNivMFh1EaZc89RQgmcIQsbMLlyJx2BH4V1qQVi4D+bIJmfMKE6Lhwj+hfH999JwLrgZVACORyTwyEgL04iwjYdZvFWbM2WwQsArWIwJe/fymdrncDRMFgzn/nyAJNF6hFOGIZs90TY4HVKo0RgSTWLNlvHIWpYohIKkZkklWt19ukIhzOr8bk4ouLFcIcsUc/yc5ZNXojsxOqaOLxHYGYUa9EyG/kDFGLWq0seN99Iv36VcPy4H2ef77I2WcX20FwR+5LlmXUKJEuXdwRQK4H5XcUd0BQPPS607QnS9jEkfdllxXrOjtisipd0HFGuT6JPTGKfWlua53BaZ6dFNmWl5ts9uzZQk2apZdeWpoTwsSbmyo//CByzjle+mie+B98IEJ2ZxTBKbrFFl4Nzz0nAn9I0lIqs5aK8VSODyEOrsuMGCHN4D9xhF2TQhdLLBFCayNNbr3VW4SCAiyffWa2D5Pa9PrM1FOGJlyVZ58VoQ6yIp71qmd0mrSvxnSlHlfq+MJU4AjFhCgqFFW4F/nKUIV12FjYps8+U4+pz3H4vSwve6Lf8drr8oFAXtZtrT1vklh9FtN4ULa4WlzDIvDRLx/Jeje7357NmzaXWf+dFVadr3a1tl7zsif6mlx7US4QSGLNkol49NEuXDiziEk2mb+Q9WcNGb16JTQqgi2ySPllRhYe2XiOHHSQCJmjJiXruJrEwpSuqJhut53ISy+51uyxh8gjjzS0jqNMssVVgXCxXTtTI4lXD4wCHCdPmyay4YaV+4qKa+Ueol2BW0DPl+AIfbHFoukN0vqqq0SobKkKVRKpNFhO/OKqOu/RteuuIlBjZ02S2BOzholfe60z2C9SNX5dXm4yOPSHDh0qPXr0kCVxUC61lMjkye7snnuuyKBB3tk+5BARSPWjCjvkuut6Cz9UKwSHjFRscQSHN86mMPWQBQjrcN1gA1kSOuxZymEFbzu89ZiU448XueYaVyPhdWr9Y5N9mdB1xx0iBx9cXhNcTF991eAry7Nebc1gEzNR0JF6XGEM0KmbTYQB8iVPIIIqOIh5DkaU1GMacXx687zsiYZhsepSjkBe1m2tPW+SWFYW03hQtrhaXMMiMOKnEdLttm71zRdrsZhMPWNqWHW+2tXaes3Lnuhrcu1FuUAgiTW7yy4iTz/twrX//iJQHJuUrD9r/v676PjleM8RMgnV4zUdL50kkIp0F1xgEtUMnHGYHW4i2qKuVb02a8uWIuQk6YEDN98sQu1pR3ACq9X3Ehlsgp1ExTVuU3ERUNdblUqOWNM2kWmN01YVckYac7b7xZXnD5UxHdlnH5EHHjA9gvj1JbEnxj+K6vRgncHVwT1zveblJps3b57MmjVLWrRoIU0Jb9xsM5E333Tng7+pdX0J/fn66yK/hwm57TaRQw/1aoqQkRvaJMJ++vRxm/vhtmmkMw+uOLhfftm9Gico4zYpPXuKvPaaq/G880T++1+TPZjVNXy4CJTZ5YSwLxzcmjRYr2atqlltqcf1119F2rTxzg9fDVC7RxGKPxGsoUqlMGaf/aUeU5/j8HtZXvZEv+O11+UDgbys21p73iSx+iym8aBscbW4hkXgjR/ekC3v2rK++bItl5XfTv0trDpf7WptveZlT/Q1ufaiXCAQ95qFBpUYYT4PHbnnHpH99jMLXx6eNSuu6HXWPfigyN57l8epWzeRESPc36+/XoQKayYlD7iaxMOErqiYUpWPYx2nni42lcqVIeji3ntdi6GHhiY6rxIV17hxwSVAJUI14OPjj0XWXjvunl39xxwjwnNClSefFCFgp5z4xZWqhVde6WqJg6kgCaTi3hOTGEO1+rDO4Gohn7F+c3uTHXlk4wUNKO5x2mnmZoswQhyvFJBwhKf8tdea68OPJp787ACOmKztO3iwyEknubqhoP3pJ7MFFnDO4xxz5PHHRVR6aj8YJHkNdaip+1pKqOEKPqaptJMcn+3LLAL//CMCNbQqZI7rBZyC9krgSSdv/blC8RPedK0EQiC3e2IgFOzFWUPArtuszZi11yJgEahVBF785kXpdV+v+uGvsPgK8uOJP9YqHLGM2+6JscBqlcaIQNxrtlT8OscYpvIiYoQmcdU6/W+l3AQyPdW6wpWcOokPyHYYGwJbby3y6quueoIGCB5QRQ8ugK6do2or1UMAYsYpU9z+hw0r5pIlJfvuK3L//d7ebrzRm0Ee1hYCUdDlCGuNNZc1iXtPzBoeQey1zuAgaNXwtXm5yWbMmCFjxoyRjh07Sks4Ogi1wRlbSsig+/xzkQUXNDvzZ5whgpPZkWo4A/Uwo/79vXWSA47YgytvuTrF7UcfiXTuHFBrmctxAutfJCYcZWasK62FkLLFF/eG2TpXNhIM0GC9xmljDenOBK5QtkMN7cjIkSJdu0abJZ0eHiYENUw1gvZMYBphfHrTvOyJBiGxqjKAQF7Wba09b5JYWhbTeFC2uFpcwyLw5JdPym4P7VbffNWlVpWvjv0qrDpf7WptveZlT/Q1ufaiXCAQ95o96yyR//3PhQraY+iPTUsenjV6DWCyp8miLiVkGXKkOGeO2U97va884Gp6rUXVZwJTnQIaiuiJE93Yf45P9drA1KXWawhHHUua2pvANe7xUDOY2sGOPPWUSO/ecffq6u/VS+TFF739QR1NZcty4hdXyDupZOgItYnVTOHkRhmtp7j3xGjWpbu1dQane35SY11ebrJp06bJqFGjZL311pPFoIAeOlRkiy1K4/zYY14qZVOzQbEBdhaVjroMTbCpLhvo2WEHkRdecP/MjsLOElI8uOLcpgYulLSOUJAAJ7gJef11ka22cjXhNIPLaIEFTGiPT8d664ngFNelEZrwBus1PutqSnMmcIVPCLpoR6BeJ6w0ilBkZOONXQ1kH1Mr3IBkAlMD43RU5GVPNAiJVZUBBPKybmvteZPE0rKYxoOyxdXiGhaBBz99UPo+1re++dqt15aPj/w4rDpf7WptveZlT/Q1ufaiXCAQ95qlFuV777lQDRwocskl5qHLw7MGYr/jjnOxIWab2O1SUiqXAWK4tm3NYpsHXM0iEl2bCUyZf0gC1eNfldiQLOG+7nYvZKROmiRC3H5exQSucWOjH9/edZfIAQfE3aurn2M7ju9UGTBAhOCCcuIXV2jI1RrBHNWrNYSTG2W0nuLeE6NZl+7W1hmc7vlJjXW5vcko4lCqDicOYmrSNmkSzxzssYcIzmZHcJ6S3ZrUjk/m7pgxbv+mi8EcfbSXZwI+DXg1TIj+5t2li8gHH5jQHK+OvfYqFghRhfrKqlM+Xgus9iwh0LFj8ZngSKniMkHHwz3Yo4fbqlUrL2V9UH01fH1u98QantNaGLpdt7Uwy3aMFgGLQB4QuPOjO+Wgpw6qH0rX5bvKyMPKeBryMOAqjMHuiVUA3XYZCYE41yzOJ47F1BqZr7wi0rNnJJNz2/ill0SginaEil9//ln6+JDsao6sHOHIDwIwW6kpt8ujwcDIZSGnxRG1JrB+dLrjjiLPPls72KR1pFtuKfLGG651V1/tDQCJ2+7VVhP5+mtvLzvvLPL009F77tNH5IknXD2VaO6j9xiPhjj3xHgsTo9W6wxOz1yk2pJc32SEaVEMxREcwLyxmaI1LjWzulOGa9jx2fnjFkLSyAicNcvt6a23RDbZxFzPzz0nstNOrj6ydseONRP+ePjhIrfc4uref3+Ru+82Z/v/s3cmYDdVXRz/Z8gQMkZmQpFQqESZaaIkRZOQShQNylBfipIkoVBpkjEUJUWmt4gkJWROGUKZZ2X4nv9533PPOfe973vPPfece+/Zd63n+Z4v79177b1/Z52z7z1rr7W80tS3b/rjVrNmAcz/ISIEgglcdZX1ePG77wIPPBAdJ0YXN2tm6GD08c6d0elM0t5K74lJek2TYdlit8lwlWWNQkAIqEBg9PLR6PKlUTDw2tLX4tsOLh2sVQGQC2uQPdEFiKIipgS8tNnJk4G2bY3l8HURnZtuV0yLKTAPB2P6WCb7MwuTel1wQfpBg1+N8fXjX395ODlRnXAEWI+VTl9dmKSSEcNMcsjXzr+aEn8MHAj06pVwS0i6CbVqBbC2ty5RJtOMmB8P5zB2zSy1almzN0SsNK1DcArqV18FevZ0qi1+/bzcE+O3qtiMLM7g2HD2/Siq3GQHDx7E4sWLUbduXZzP43sUOmDplNOlc2ers9GLq8cjl8w7wRqeutBJM3u2F6NZdTInTalS1r/RIUTHkENJx5WpZwsVAk6cMDS65bStWxf4/ntDL3MXMYdRoktw/peKFQGmiM4kGjykvSb6On0wP19w5VFjHjnWZfBg4KmnoqPLAyc8TqhLmTLWQihRaPcF0yjWF9xVlT3RRSSiygcEVLHbZHvexMK0hKk3lIWrcHVK4I2lb+Dx2Y8Hujct3xRz7jV9L3SqOJN+yWavquyJHpiCqExQAl7abKdOwPvvGwuns8D8isxNJCo8a06fBlj7lRG+ujDegwnxgoVxDIxn0MUth07wOCpwddPO3NDlFlPGHhUvbo28Zw3a664DCha0/n3RIoCvPFUWt7h6ySi4rm6PHsDQoV6OaOhm/Fb27NbU4vyUqeX5Oj8jscs1OOp5+HCAddD9Jl7uiX5jEel8xRkcKbEkba/KTXbixAls27YNpUqVQk4ew6LwWxsdL3RcVq2amr+jcGHvrzS/bfNbt1nWrgWYwtlL+e671G8duvDY59GjUaXEDsn14YfTFzRg0QMWo3EqdKKziMahQ4YGHrVkDeREF0Zi85v/qlWpOzvTQ4fJuxSSa6Kv0wfz8wXX4LTizz4L9O8fHV2mpmeKel2Ye8acLj4K7b5gGsX6gruqsie6iERU+YCAKnabbM+bWJiWMPWGsnAVrk4JvLLoFfSe1zvQvUWlFvi8nQu5ATOZULLZqyp7olMbk37+I+CVzfIVS+nSVicDnR50fnghqjxrLrsMWL3aIDRmTPrXe/y0Xz+AUYW6tGwJ0BHotqjC1W0u0ehzkymrdZkr5zFWhrWCza8yGYl/8KD6Efluco3m+mbW94knrM7f++8HPvjAq9GsemkDfO0dLEwtzwMoGcUT2eVapw6wdKmhnQdWGBPnN/FqT/QbByfzFWewE2pJ2Ef5m4x5WjZvTo3WzZMnNlf4+PHUCF0WaNGFuUPefNPb8Vn5njuZLlWqAGvWuD8m854w+tXsuOWuw5TUTmsxb9uW+kvFLEw/Hfw391fjjsZTpwAe9SMXHusSEQIZEXjwQYCpoXXp1g1gvexoZPx44J57DA38BWvOSRSN7iTrq/yemGTXM1mWK3abLFda1ikEhIDfCfRb2A8vpBjegzZV2uCTNp/4fVkJNX/ZExPqcshkbBDwymZ/+w249FLrBPi3ypVtTCqJm7RuDXz6qQGAaVaZbjVYgn/WM2Zi1KgkBpekS+ernMceMxafL1+qA27IEONv9eoBjN0RiT8B1tF9/nljHrfeaq2z6+UMQ6Wh18fja3amkI5GatSwJin9+GPra8JodMeyr1d7YizXEK+xxBkcL/I+G1eVm+y///4DUycwRXR2RmfGW/r0AVgUQhfmmtmxA9BTWHsxP+5o3Nl0YW3fL76IaqQMub72WvriAxMmpB6BcyKMpjUfnWOxDR6bcupcdjKHGPZJOHuN4dq9HMoXXJn6nKmhdaETl9/SopHgbAS1a1vrEkeh2xdMo1hfcFdV9kQXkYgqHxBQxW6T7XkTC9MSpt5QFq7C1SmBXnN7YdDiQYHu91a7F2NbjXWqzla/ZLNXVfZEWxdXGilBwCubfeMN4HEjKz1KlgS2bvXuFYsqz5revYFXXjFM65ZbrDVG9U+Cq9Ix2ReTfrktqnB1m0s0+txkyvij4HgQvv5lkkZdaFMvvxzNjP3R102uXq2YqZO7dze0N2iQmkQ0FrJiBVCzZuiRWGmyWrXQn9nlymSk5gSBU6ZYEwjGYo1ujOHVnujG3BJdhziDE/0KJcj8VLnJDhw4gJSUFNSvXx/5Q+VdiDVvRrqWKwew6IguXubk4RjMRzJunDEej6cNGxbVyjPkyhwWPGbKqGtd+OuCO0/u3JGPSeeYuT4wI43N9YMj15jQPRLOXhOalv3J+YIrfwX07WssirV+P48yPSCPID/yiKHTxaOnvmBq30TCtlRlTwy7UGmgFAFV7DbZnjexMEJh6g1l4SpcnRLo8XUPDPvB+H3W+YrOeKfFO07V2eqXbPaqyp5o6+JKIyUIeGWzrA/89dcGItbKfO8975Cp8qz58EOgQweDEyOpGVEdLEw++Msvxl/JlozdFlW4us0lGn1uM+XrFyZKzEj8UgEvGqbs6zbXaOcTqv/YsUD79sYn1atb72MvxtR1zpsHNGkSegQ+q1nlMpTY5Vq2LMAEm7owNowxYn4Tr/ZEv3FwMl9xBjuhloR9VLnJTp8+jePHjyNXrlzImjVrYlzJ4Nqg5csDGzYAXs2vbl2rA5VHQc1HnhxQyZQrC6Iwp4ZZWDjFnHPD7pjcjbkr68K8KixwoKgkpL0qwNoXXN96C2BqaF2uvdZaZMbJdQg+9s2a1XPnOtGUro8vmLqy0lQlquyJLiIRVT4goIrdJtvzJhamJUy9oSxchatTAg/PfBhv//R2oHu32t0w4sYoy4WEmUyy2asqe6JTG5N+/iPghc2eOAEULAiwgpkukycDfEXllajyrGFMAl+t6cLEg8eOAazraZYLLgD++cf4C5PdXX+9+3RV4eo+Geca3WYa/DrGPDMmO9y3L3StWOcrSMyebnP1YpV0kLK+ty5lygBM3xwLYaRuRs9g1i02V300z8cu12LFgN27jZ58JchXg34TL/ZEvzFwOl9xBjsll2T95Cbz8IKzhiwdPWbx8mhO8eLAzp3GaHTWmnc5t5d69mzqsab58w3NuXKlOrwZJRyJMFcGc2bowohmc+GNSHRJWyGQyAS8qO87aBDQq5exaqZc5/FTkYgJyJ4YMTLpkAAExG4T4CLIFISAEBACNgjcP/1+fLTyo0DLp+o8hcHNTOVDbOiQJpkTkD1RLMRvBLyw2eAINDqk6LgsVMhvdGI/3717gcKFreNu2gRcdJHxt3//BXLksLb59VfgsstiP18ZMf4EmBiydOnQ82DqX6YAFkkMAqzdfN11xlxYyfHAgdjM7e23AdYWDyVMIMh04tEI13LokKGBLgnzwZZodMeyrxd7YiznH8+xxBkcT/o+GluVm4xRwRs3bkTFihW16OCEEDpL6eT8+WdjOk2bAnPmuD89HlVkYQqzrFoFVK0a1VhhufIbL/PjnDljjHP33dZ01eFmwFTaefIAPL6qC3+9NGoUrqdvPw/L1bcri+/EfcGVTlpzrhb+ajDncnGC8IUXAEbl63LbbcC0aU40pevjC6aurDRViSp7ootIRJUPCKhit8n2vImFaQlTbygLV+HqlEDbqW0xec3kQPdnr30W/Rv1d6rOVr9ks1dV9kRbF1caKUHAC5tlBS5W4tKldm1g2TJvcan0rKHTnNGcusyaBTDtti6svcyIQrPs2eONs10lrt5aoH3tXjBlpbulS9PPgdW8mBwuGcQLrm5z42tyc21eHpQ5dQrIksXtkdLrYy3yjBy+jz4KsJ5xKLHLlQdUeFBFl+XLM65R7P1qnY/gxZ7ofDb+6inOYH9dr7jNVpWb7NChQ/jpp59Qs2ZN5MuXL2480w0cXHCEDdasAapUcXeOLGLCGr5mOXIkvYM4wlFtceXRJh5xMsuSJcDVV9sbjccsK1a0tmVuC+bdUVRscVV07V4uyxdcgzMG8Hl18GB0WPr0AQYONHS0awdMmBCdzrTevmDqykpTlaiyJ7qIRFT5gIAqdptsz5tYmJYw9YaycBWuTgncOulWzFg/I9B9QMMB6HtdX6fqbPVLNntVZU+0dXGlkRIEvLDZGjWs0YjPPgv09/bcCVR61gQ79oYOBXr0MMyNr7uuucb4N50wTMlNx5LbohJXt9k41ecF09dfB558Mv2M+FqGr2eSQbzg6ja3UFHc+/fHJo138CEd89ratAE++ST0au1wZXxWcEXK1avTuwnc5umFPi/2RC/mmYg6xRmciFclAeckN5nHF4XRrqVKATwmqAvrhY5wuTbUzJlAixbGGEWLArt2eby4NPXMN0RnrtmhddVVqfWL7Ryvmj4daNXKmGuRIsDff8dm7jKKEIg1AX4jC84fxaOI0dQS568O/vrQhcVGWHREJGICsidGjEw6JAABsdsEuAgyBSEgBISADQLXj7seszfPDrR8relrePKaEG+PbeiSJqEJyJ4oluE3Am7bLF8DXXihlcK336avYOY3TrGcL39Of2Rk9EeXLsDIkcYMmITr9tuNf5crB/z+eyxnKGMlGgEmeytbNv2sGEXOV8IiiUGAMVN581rnwnuX97DX0rkzMGZM6FHq1QOYwtqp8DBK7tzW3ps3A+XLO9UYv35u74nxW0nsRxZncOyZ+3JEuclicNn69gVYAEAXfhPgNwU3jw0yn0T37sYYPMpIZ2ysJNQxuHHjAKaMDicDBgDPPWe0atjQWoc4XH/5XAj4icD27el/DTAHVYECzlfBAybm3EMPPQSMHu1cXxL3lD0xiS++j5cuduvjiydTFwJCIKkINPiwAVL+TAms+c0b3kTXK7smFQOvFyt7oteERb/bBNy22Y8/Bu67z5glHR+sg5s9u9szV1cfX9/xNZ4ujRsDc+ca/2Zsx2OPGf9mXU4mABNJbgJXXgn8+KPBgKnE//gjuZkk2upZzZHPQlYr1GXFitTqh15L69bAp5+GHoU1yZk006nwlWJwTfgdO4DixZ1qjF8/t/fE+K0k9iOLMzj2zH05oio3GdMmLFmyBHXq1EmsNNG0CqaFDq7d63a+BuasGTbMsMFI6/ZmYL22ubIwAde4caOhqUQJYP368Kmq27YFJhu1s5BZsQRf3mXpJ22bqyLrjdUyfMH18GEgOJX9li2hj5HaBRd8xJC/TM3PA7t6QrTzBdMo1hfcVZU90UUkosoHBFSx22R73sTCtISpN5SFq3B1SuDqMVfjhx0/BLqPaTEGna7o5FSdrX7JZq+q7Im2Lq40UoKA2zZ7770Az+XrcsstAJOxeS0qPWumTgWYtlWXkiUBppfVpVcvYNAg49933GF9peUma5W4usklGl1eMWU68SeeMGb2wAPAu+9GM1N/9fWKq9sUChdOPSCjy/z5AGOSvBaOsXBh6FEY1cuo5VAxY3a4/vUXwFfwZuEaCxb0elXu63d7T3R/homrUZzBiXttEmpmqtxkJ06cwB9//IGyZcsiZ86cCcUYPHrEI2Hmb4+DBwNPPeXePPkN//PPDX0uFYWJiOsXXwAtW1rX9PzzQL9+ma+TTmQ6zHVh/eEHH3SPTQJqiohrAs4/UafkC658HmTLBrCohy4//wywsJNTCf7Fz2Ik5l+nTvUC8AXTKNYX3FWVPdFFJKLKBwRUsdtke97EwrSEqTeUhatwdUqgxugaWLl7ZaD7uFbjcHc1G5mUnA4o3+VQkl4cESGQwATc/h7Hc8ETJxqVyphA6pFHvAeg0t64ahVQrZqVGR01552X+jdGXjMCWxfGZtAR6IWoxNULPk50esWUMTI33wx88w1w8cWpCQ/9GJnphCn7eMXV6Xwy6lehAsAUyrowWtdcudDt8XR9wbXcg8dh5cXguBG7XJnqmtHFZjl6NH3qaK/W5qZet/dEN+eW6LrEGZzoVyhB5ic3WYwuBNO2vvOOMVijRsC8ee4NzhqkjDbW5f33gQ4d3NNvRxOdXM2aWfPn5MqVGh2cUZEMflviN2rWTNVl8WLgmmvsjChthIA/CTB/C/O46LJgAdCggfO18CjylClGf6Zdf/FF5/qSuKfsiUl88X28dLFbH188mboQEAJJReCSNy/B+r3rA2ue2mYqWldpnVQMvF6s7IleExb9bhPwwmZ57pjnjefMAe66KzU2QcQ+gVD1N83nt5k2mo4+XV59FejZ075+aak2gT17UlP2ulkZUG1isV1d7drA8uXGmO+9B3Ts6P0cSpe2xogFj7huXeohAicSKiEpU2FnyeJEW3z7eLEnxndFsRtdnMGxY+3rkVS5yU6dOoXDhw8jb968yMaou0STGTOAW281ZsUiBczZEFy53sm86YTNkwc4dszozdwT9es70WbpEzFXOqSrV7dGPfLXx/jxoefC9nRkm+XAAeD886OeeyIriJhrIi8mgebmG648sseje7owbxej+51KcGYA1uE2Fzlyqhc8p5Hgz9Yo1haqqyp7ostYRF2CE1DFbpPteRMLsxKm3lAWrsLVKYGyb5TFnwf/DHSf2W4mbqp0k1N1tvolm72qsifaurjSSAkCqtisas8aOtC3bjVMjJXNeAabUrkyQMeNLnzdxddeXohqXL1gFKlOYRopMXvt/cK1aVNrDNOQIdb03vZWG3krvv5nhoGMJKPX+Ha4/vQTUKuWofncc4GTJyOfYyL0UGVPjAdLcQbHg7oPx1TlJjtw4ABSUlJQv3595M+fP/GuBOuE8mjYf/8Zc/vsM6uD2Omsd+8GihWz9ua31oyicSMYxxFX5iAaNco6yvffA3XqpB950iSgXTvj75yz+Rt3BHP1U1NHXP20wDjN1Tdcr7gi9ai2Lh9+CLRv75za9dcDs2cb/V1MQ+8bps7pWXqqsie6hEPU+ISAKnabbM+bWJiXMPWGsnAVrk4JFHutGHYf3R3oPvfeuWhcvrFTdbb6JZu9qrIn2rq40kgJAqrYrGrPGia9Y7pfXfr3ATRMKAAAIABJREFUB1iNjcLYhUOHjM+iTfSVmSGrxjURblph6s1V8AtX1gNnXXBdYpFYj64AOmjNwjg2c5JMpvdv2zb9tbHDlQk269Uz+jLdNNNO+1FU2RPjwV6cwfGg7sMxVbnJTp8+jSNHjiBPnjzImjVrYl6J4FwyrIvL+rjRypIl1rTK3GEYJewCB0dcmROFRRjMO8+VVwKcZ3COCn6bfuklg8ANNwCzZkVLJOH7O+Ka8KuK/wR9w5Vp4vmLUZc33gC6d3cOsGFDgMcIdRk+HHj0Uef6TD19w9SV1QKq7Iku4RA1PiGgit0m2/MmFuYlTL2hLFyFq1MC+V/Jj4MnjbdzizosQt3SdZ2qs9Uv2exVlT3R1sWVRkoQUMVmVXvWdOsGsN6yLvfck1onmJF9wQn+NmwAKlb0xhxV4+oNpci0CtPIeNlt7ReunTsDY8YYq+KrM75C81L+/hsoWtQ6AjMMrF1r/O3114HHH08/CztcWYWySROjL8fatcvLFXmnW5U90TtCGWsWZ3A8qPtwTLnJYnjRXnvNWkiEUbB//hl9IYkJE4C77zYWwm+h/DYaTxk6NH2ejbFjgXvvtc6KqbOZQlsXFlphwRURIaAygdtuA5gZQJcXXgD+9z/nK2bU/dKlRn/WJ+c3XJGICcieGDEy6ZAABMRuE+AiyBSEgBAQAjYI5ByQEydPG3n7lndejprFa9roKU3sEpA90S4paZcoBMRmE+VKWOcxYgTw2GPG3xjf8MMPqa/agut6MhEgK7eJCAEhkPgE+NqZr+d10Q96eDlzppWn89csfC346afGX6J5HT5zJtCihaGLae7/+MPLFXmnW/ZE52zFGeycXVL1VOUmO378OLZs2YJy5cohV65ciXkNf/sNuPRS69xWrQKqVo1uvqwPyrwWujRvDnz9dXQ603o75vrvv6m1gM1O6eLFgfXrrd+SGUG8ebMx148+Au67z5W5J7ISx1wTeVEJMDffcO3QAWBqaF14/I/HAJ1KcNppF+8j3zB1yi6onyp7oks4RI1PCKhit8n2vImFeQlTbygLV+HqhMDZs2eR5cUslq6ru6zGpRcE/T50ojyTPslmr6rsiS6bgahLYAKq2KxqzxpWYWI1Jl1YjW7fPiAlBWBiLl28TseqGtdEuBWFqTdXwS9cX34Z6NvXYHDzzcAXX3jDRNfKyol1TYlgzjsPYLJQxlHpkpFT2g5Xpr1m+mtdeGDFXNfc29W5q12VPdFdKva0iTPYHqekb6XKTXbo0CEsW7YMV155JfLx21giytmzQNmy1pq4jILl8Z9opGNH4IMPDA1dugAjR0ajMdA3Kq5ffglwVzWLuRjD0aOp+XXIRRdWvadjS3GJiqvibKJZnm+40vnL1NC60Dn8/vvOl85DJjxsogtrcd95p3N9pp6+YerKaiVNtEsYRU2MCch3uRgD99FwyfYMj9WlEa7ekFad68lTJ5HzpZwWeJse3YSLCl7kDdA0rapzDYanyp7oqVGI8oQioIrNqvas2bIFKF/eaiq7d6fWEabTRhdG+5l/irttXKpxdZuPE33C1Am18H38wpWvy7t2NdbDWrvffRd+fdG0CH49XrJkauaBp582tDLNs7lOuf6JHa7jxlkTcVavDvzySzQzjl9fVfbEeBAUZ3A8qPtwTLnJYnzRHn7YWieYRwrnz49uEg0apB5P1GXwYOCpp6LT6UZvOnl5lHLOHENbzpypx5OYs2L5cqB2beOzc84B6CBO1MhuN5iIDiFAAkwL3a+fwaJVK2t+mEgpBUfYMwU1U7CLRExA9sSIkUmHBCAgdpsAF0GmIASEgBAIQ+DgiYPIPyi/pdX2x7ejRL4Sws5FArInughTVMWEgNhsTDBHPMjp0wCj904amf01h9GSJVYHTuPGwNy5EauXDkJACMSJQHClRSbrZNJOL4X1xs1JMKtVS40LM1dSZIzH6tXOZvHuu6mRxrpcfXXqs8qPInui86smzmDn7JKqp9xkMb7crI9rdtJkywbs3QtEE81cujSwbZuxkGnTABYfSARZswbgkSR+k9albVtg4sTUNLmMiNQlEWodJwIzmYP6BBgVzOhgXRo1AubNc75uHivcscPoP2sWcMMNzvUlcU/ZE5P44vt46WK3Pr54MnUhIASShsDuI7tRbEgxy3r39NyDQrkLJQ2DWCxU9sRYUJYx3CQgNusmTXd10UnEV1q6vPce8OuvwLBhxt/ozBk71t1xRZsQEALeEeDrsptuMvSXKMEMcd6NR83DhwPduxtjMKbr2WcBRgPrUrBgqnvAiQTXOKf+BQucaIp/H9kTnV8DcQY7Z5dUPVW5yeykTUiIC3vkCMAn/H//GdNhxXhGBjoRHlNkJK051fKKFcDllzvRlq6PK1y7dQPeesuqe9EigNGLQ4YYf482OtKVFcdGiStcYzNVX43iG67BByGYGp0p0p1KkSLAnj1Gb2YbMBcycqoXgG+YRrFGc1dV9kSXcIganxBQxW6T7XkTC/MSpt5QFq7C1QmBPw/8ibLDylq6Hul9BOede54Tdbb7JJu9qrIn2r7A0tD3BFSxWRWfNYyx4GsrXZjSlemjp0wx/tarFzBwoHdmqCJX72jZ0yxM7XGKtJVfuDJi9pprjNUxAwBf1XspTAzIBIG68PX3gAEAo4HNcuIEkCOH9W92uDJBqDnlNJN0fvWVlyvyTrcqe6J3hDLWLM7geFD34Ziq3GQsqP7777+jfPnyyJXoaYZ59MccBdi5M/DOO86sZ+NGoFIla98DB4Dzz3emL6iXK1x5tIlpbDkvXWrVAgoUsBZEMNcTdmX2iavEFa6Ju7y4zcw3XKdPtx4AYTGizZudc2NmgcOHjf6LF1u/3TrXDN8wjWKN5q6q7Iku4RA1PiGgit0m2/MmFuYlTL2hLFyFqxMC6/esxyVvXWLp+t9z/yFblmxO1Nnuk2z2qsqeaPsCS0PfE1DFZlV81vTuDbzyimFiTPL3zz8Af27rwoi/Rx/1zgxV5OodLXuahak9TpG28gvXtWuBKlWsq/v3XyB79khXbL896wMzeleXTp2AV18FCgUlh/njj9Sqimaxw7V/f+B//7M+q8wHWezPNP4tVdkT40FSnMHxoO7DMeUmi8NFYzSsuaYvU7xu3QqwZm6kMnt2al1eXaLJKxHp2JG0Zx6dHj2sPbhec0TzpEnAnXdGolXaCgF/Eli40Bq5y2+A5sjeSFfFo4P89qoL63HXrBmpFmkPpgfajlKlSmkstm3bhpJ8PosIgQQnIHab4BdIpicEhIAQALBy10rUeLtGgAWdwHQGi7hLQPZEd3mKNu8JiM16z9jpCB98AHTsaPSuXBk4fhygw0aXRKrS5nSd0k8IJBOBnTuB4sWtK+Yhj8KFvaPAdPLjxhn66RKgM5ixbOa65IxaZr3fSKVPH2uGgnbtANZG9qPInuj8qokz2Dm7pOqpyk12+vRpHD16FOeddx6yZs2a2Nfwt9/S54Jg4ZHLLot83qNGAY88YvRjxO2PP0auJ4MernFlWuxq1YB16zKe2+rV6bm4tpLEUuQa18RaVtxn4xuuP/8MMDW0Lnxm8R5xciCEByqyZLGyX7UKYIEjF8Q3TF1YK1Wosie6hEPU+ISAKnabbM+bWJiXMPWGsnAVrk4I/LD9B1z9nvGGL8+5eXC4tymzixOlNvokm72qsifauLTSRBECqtisis8aRgDXq2cYGiMH+ZPdfA7bqfPGrvmqyNXu2r1qJ0y9IesXrjzQkTu3lQGTbjKhpVfCGsWsVazLyy8DzDxQtizw55/G3xnNywwEZrHD9YkngKFDjV4dOgDvv+/VarzVq8qe6C2l0NrFGRwP6j4cU5Wb7MCBA0hJSUH9+vWRP3/+xL4SdN6UK2d94g8aZE3wb3cFPXsCr71mtL7jDmDyZLu9w7ZzlSsLFtx4Y+gx+a2aRRrOPTfsnFRo4CpXFYC4tAbfcGWhIaaGNgvTPOfJEzkJFhUJTo2/YQNQsWLkukL08A1TV1YrzmCXMIqaGBOQ73IxBu6j4ZLtGR6rSyNcvSGtOteUP1LQ4KMGAXiFcxfGPz3/8QamSavqXIMBqrInem4YMkDCEFDFZlV81jB5V5EimZsKHTmlS3tnTipy9Y6WPc3C1B6nSFv5iWvOnNaI3GXLgNq1I12x/fasUcyDI7qMHg089BBQpw6wdKnx95EjgS5drHrtcGWMGGPFdKEO6vKjqLInxoO9OIPjQd2HY6pyk506dQosqp4vXz5ky+Zt3SVXLjOfzHz669KgAbBgQeSqW7cGPv3U6NerlzU3ROQaLT1c53rDDcDXX6efFaMYGc2YJOI61yThFm6ZvuG6fz/AlO5m2b4dKFEi3BLTf37wIBB8AIZp59NSHUeu0NrDN0yjXWhaf1X2RJdwiBqfEFDFbpPteRML8xKm3lAWrsLVCYHZm2bj+vFGeZ+S+Upi2+PbnKiKqE+y2asqe2JEF1ka+5qAKjar4rOGcRys6MSf7xmJ17VGVeQa7xtWmHpzBfzEtVgxYPdug8OcOUDTpt5wodZLLgHWrzf0M4aLsVy33QaYa/s+9xzw4ouRv5NjOnumtdeFkcKsUOlHUWVPjAd7cQbHg7oPx5SbLE4X7fPPgVtuMQanA3vvXiBfvsgmxFSzTDmry9tvAw8+GJmOWLZeuzY1Hfbp09ZR27YFJk6M5UxkLCEQPwK0/+BDK07TpP/9N1C0qHUt/FZ7wQXxW5+PR5Y90ccXL4mnLnabxBdfli4EhIBvCMxYNwO3TjZy/1UoWAEbH93om/n7ZaKyJ/rlSsk8dQJis4ltC8GRe+bZ8ie32aGU2CuR2QkBIaATCHbOfvIJ0KaNd3z4yo6v7nT55hugSROga1drBO8DDwDvvhv5PFgjeNIkox9rCL/0UuR6EqGH7InOr4I4g52zS6qeqtxkJ06cwJ9//okyZcogJ/M9JLowJTKPGJqLjUyblnosyK7wmCIjAg8dSr+j2NURpp0nXB97DBgxwjrygAFA374uzTrx1XjCNfGX7fkMfcWVBz+YGlqXRYuAunUjZ7RtW/q8VAcOAOefH7muED18xdSFFauyJ7qAQlT4iIAqdptsz5tYmJgw9YaycBWuTghMXj0Zbae1DXStekFVrOrifWakZLNXVfZEJzYmffxJQBWbVfVZ0749MHZsaNuqUcMam+GFBarK1QtWdnUKU7ukImvnJ65XXw388IOxvnfeATp3jmy9dlvz1T0rIp46ZfRYvhyoWRPo3x/43/+Mv7O28MyZVs12uLZqBUyfbvRjdDGjjP0oquyJ8WAvzuB4UPfhmKrcZAcPHsSSJUtQp04dnO+SE8Tzy8kcFHPnGsNEegRo375Uh7JZNm9OX4s0ioV4wpXzrlDBmmuH9YSvN9KmRTFlX3T1hKsvVu7tJH3FlYWF6MjV5csvM66pnRm2TZvS1wc+fhxw6VCMr5i6YF6q7IkuoBAVPiKgit0m2/MmFiYmTL2hLFyFqxMCH/3yEe6fcX+ga63itfBj5x+dqIqoT7LZqyp7YkQXWRr7moAqNqvqs4bRdc8+G9rEQjlu3DZGVbm6zSkSfcI0Elr22/qJK18/z55trG3QIODpp+2vNZKWjAEJTgL6++9AuXLAmDFWJzQdxHQUm8UO1+CKjK++CvTsGcksE6etKntiPIiKMzge1H04ptxkcbxor78OPPmkMQHWC6Vz6Jxz7E2KO4S5wn3WrACdQNmz2+sfz1YzZqQWSGBkNOslz5sHZMkSzxnJ2EIgtgSqVbPWyR4/HrjrrsjnwPTSTL1uFqahlvspcpYAZE90hE06xZmA2G2cL4AMLwSEgBCwQeDt5W/j4S8fDrSsV7oevuvwnY2e0iQSArInRkJL2iYCAbHZRLgKGc9h6tSM08cykpARhSJCQAj4i0BwWuXevYGXX/ZmDVu3AmXKWHWzDjkTfTIm5Oabjc+KFwd27Ih8HnytnpJi9GMyzm7dIteTCD1kT3R+FcQZ7JxdUvWUmyyOl5v1c6tUsU7g11/TO3YymiKLGtx5p/EpjxXxeJFf5K+/Une5WrXsO8D9sjaZpxAIR+DaawGmhtblrbeARx4J1yv95z/9lHoP6cL8MydPRq5HemgEZE9MLEPYunUrhg8fji+//BL87xw5cqBChQq444478MgjjyB37tyuTPjrr7/GO++8g2XLluGff/5BkSJFcOWVV+LBBx/E9TazVpw6dQrvvfcexo8fj7Vr1+LIkSMoUaIEmjRpgsceewxVgvd7V2aeqkTs1kWYokoICAEh4BGBYUuHocfsHgHtTco3wTf3fuPRaMmrVvbE5L32fl252GxiXzm+oqtePfQc+/UDnn8+secvsxMCQiA9gS5dgNGjjb/z3yNHekPql1+Ayy83dDNu47//UuM3VqxITRetC2O8+DqP/x+JBKe9Zt1hJh/1o8ie6PyqiTPYObuk6qnKTXb48GH89NNPqFmzJvLmzeuPa8jCAeXLA3/8Ycz3lVeAZ56xN3+25fElXRo1So2wdVF8ydXF9XulSrh6Q9ZXXFu0sBYDYf6pPn0iB/P999Zaw3z+meuIR67R0sNXTKNcK7ursie6gCLuKugAvvvuu8G0SKHk4osvxqxZs1Ce+6hDOXv2LB5++GHNEZyR0CE8evRonJNJ1o69e/fipptuwg/mwkMmhXRijxw5Eh07dnQ408y7qWK3yfa88cQYgpQKU28oC1fh6oTAoEWD0Gter0DXmyvdjC/afeFEVUR9ks1eVdkTI7rI0tjXBFSxWVWfNceOAeedF9rEvKwzqo+oKtd43rTC1Bv6fuLKV+l8pa4LI4UnTPCGy4IFAF/X68Jqj3v2pP5r506A0cBm2bULKFrU+IsdrqxfvnKl0efjj4F77vFmPV5rVWVP9JpTKP3iDI4HdR+OqcpNduzYMWzcuBEVK1Z0LVIoJpeTkYCjRhlD1a8PLFxob+iHHrLmpIm05rCNUXzL1cba4tlEuHpD31dc770XGDfOAMECJSxUEqkEf7MsXBj4559ItWTY3ldMXVi1KnuiCyjiqmLlypW45pprQPvLkycPevfujYYNG+L48eOYNGkS3uVRVwCXXHIJfvzxR62NE+nbty9eTssHdfnll+Ppp5/GRRddhM2bN+PVV1/Fzz//rKlluwEDBoQc4vTp02jUqBG+/fZb7fPbbrsNnTt3RsGCBTXnMPv9/fffyJo1qxbh3Lx5cydTzbSPKnabbM8b1w0hhEJh6g1l4SpcnRB4YeEL6JfSL9C1deXWmHrHVCeqIuqTbPaqyp4Y0UWWxr4moIrNqvysYYpXpnoNlpkzAdYN9lJU5uolt8x0C1NvyPuJK1+99TLO54HJwL76yhsu06YBt99u6K5QAdi4MfXfp04BTO7HWDFd+AqCzl1d7HC95BJg/Xqjz5Qp1jG9WZk3WlXZE72hk7lWcQbHg7oPx5SbLM4X7YsvgJYtjUlky5Z6ROj888NPrGlTYO5cox1faJsjhcNrkBZCQAjEiwALeDA1tC4PPgi8/Xbks/n6a+CGG4x+rD2+fXvkeqSHRkD2xMQwBDp+Fy5ciGzZsmlO1jp16lgmNnjwYM1xS3nhhRfwv//9L+KJb9q0CZUrVwbTO9eqVUsbJ1euXJYfXfXr18fy5cu1eaxbt05zFAfLhx9+iA4dOmh/Zurqt8z3NQCOw6wlhw4d0g6s/fbbb5o+N0Xs1k2aoksICAEh4A2B3nN745XFRhjK3ZfdjXG3mQ4GejNs0mmVPTHpLrnvFyw2m/iXMPjVmz7jYKdN4q9EZigEhAAJMKqf8VW6MM3ykiXesOE5dr7u0+XKKwFzQrFixYDdu43PZ82yvuKzM6vgAyuxOKhiZ15O2sie6IRaah9xBjtnl1Q9VbnJGJlz8uRJrZ4go298I0ePAgULAv/+a0x56lSgdevwS+BLaXON4EmTrDWEw2sI28K3XMOuLL4NhKs3/H3F9dlnAaaG1uWOO4DJkyMHM3060KqV0Y/PhU2bIteTQQ9fMXVh1arsiS6giJsKRvqyXi/loYce0lI0B8uZM2dQtWpVrTZvgQIFsHv3bmTPnj2iOXft2lVL3UxZsmQJruYvwCBZunRpwBHdrVs3jBgxIl2bSy+9VHPwch60n1B1jF955RUtupkydepUtLazx0ewGlXsNtmeNxFcYsdNhaljdJl2FK7C1QmBx79+HG/88Eaga6fLO2FMyzFOVEXUJ9nsVZU9MaKLLI19TUAVm1X5WdO1a+h6onTgXHCBt+anMldvyWWsXZh6Q95PXD/5xPr6nJG1a9d6w+XVV63VIJkojDEdurCeMOsK6/L++0DaWXPtT3a4Mq30338bOhg31rixN+vxWqsqe6LXnELpF2dwPKj7cExVbrIDBw4gJSUFjOLJnz+/v65Es2bAN98Yc+7UCRgT5sUAc0nkzMldwei3bBlQu7ara/c1V1dJuKtMuLrLU9fmK66vvQb07GmACP5GaBcRHcht2xqtq1QB1qyx2ztsO18xDbua8A1U2RPDrzRxW5hTN9MZe9VVV4WcrNnBOmfOHDTlkX2bwlrBpUqVwo4dO7RU03QqZyT8fP369ShZsiS2bt1qqR3M8hSVKlXSurL28Chz2QeTwl27duHCCy/U/nLXXXdh/PjxNmdqr5kqdptszxt7Vze6VsI0On4Z9RauwtUJgS4zu2D0T8YBp661u+LNG990oiqiPslmr6rsiRFdZGnsawKq2KzKz5rhw4Hu3a1mxnOoJ04AWbJ4a34qc/WWXMbahak35P3Edc4cwFy9idG5rN/rhTAdtbkiXHB94htvtKaoZsxInz7GTOxwZXLRQ4eMPosWAXXrerEa73Wqsid6Tyr9COIMjgd1H46pyk3233//Yf/+/VpkTqTRQXG/bEOHAk88YUyDaV63bQPOOSfjqW3ZApQvb/2cdUJZL9RF8TVXFzm4rUq4uk00VZ+vuAbniqHDa+nSyMGMHQu0b2/047HCFSsi15NBD18xdWHVquyJLqCIm4rrrrsO3333Hc477zzwh09GKZUZzcu6whSmiWa6aLvy+++/B1I+ZxR9rOvi5+8wjxSYjON3lCtXLjDM+++/j048wAVg4sSJaGs+mBE0mYsvvhgbNmxA6dKl8eeff9qdqq12qthtsj1vbF3cKBsJ0ygByt7oDcAk5dphRgd8+MuHgdU/WedJvNbsNc8ZJ9tzQJU90XPDkAEShoAqNqvysya4MhONp3RpwOWv9CFtUmWu8boJhak35P3ElbFU5jPnjLU6ftwbLkxHnfY6QRuAmQbeNJ0F5OsERgPrwopy5oRkdrjmyGFNOPrTT8AVV3izHq+1qrInes0plH5xBseDug/HlJssAS7aunVA5crWiaxcCVSrlvHk5s+35nzImxc4eDBzB3ICLFWmIASEQBqBKVMApobW5eKLAT4LIpVgp7KXxU4inZsP28ueGP+LVqRIEezZswfVq1fHL+Z8SUFT4wGwgiyzAKBNmzb4hLmebMqXX36Jm2++WWs9dOhQ9OjRI8Oe/PyJtANb7Hcjj+6mSc+ePfEao/wB/Pzzz6hRo0aGem655RZ8/vnnWmTx4cOHNWe3WyJ26xZJ0SMEhIAQ8I5Au2ntMGn1pMAAfa/tiwGNBng3YJJqlj0xSS+8j5ctNpv4F4/V2ViNySzyszvxr5vMUAhkRGDjRiAtwVegCZ3BdAq7LW3asFSUoZUV4/r3t/7bXEGOFaXM7cPNhwlDs2WztmKyQCYN9KPInuj8qokzOIjdV199ZXmB9/zzz6Nfv37OCQf1ZIpBRojMnj0b27Ztw4kTJ1C0aFFUqFABjRo10tICli1bNux4c+fOxbhx47Bo0SLs3LlTi4ihnmrVqqFx48a49957kSdPnrB67DZQ5SYjb66FaRxzevH0tgvUSbuzZ1OjfP/4w+g9cCDAXBIZCdNId+5sfFq9urXIgJN5hOjja64uMfBCjXD1girTNPnoOcDU8EwRr4vTvDQ8Uvjoo4ae+vWBhQtdA+wrpi6sWpU90QUUcVFBe8uVK5c29k033YSZM2dmOg9+Hzp69KhW75eRwnaFdYi7dOmiNZ8yZQpuv/32DLuyxi+dzRT2Y6SwLowEnpxW6/uff/5B4Uyyc7Dm8FtvvaV1XbduHRgpbFdol5kJvy/qdZb5HZTfhfwoyfa8icU1EqbeUBauseM6/tfx6D2vN/LmyIt3W7yLa0qlZoTwo7Sa3ArT100PTL1/w/549rpnPV9KstmrfJfz3KRkAJcJqGKzKj9r6GzJndsaeRepw8ap2ajM1SmTaPsJ02gJhu7vJ65MrBlc75tpovlazm1p0gSYN8/Q+vrrwOOPG/8OfqXH5GeLFxufh+N67BgQfM588+b0yUTdXpdX+lTZE73ik5lecQab6PBF4aWXXmpJy+eWM5h155577jkMGjQIp1jHNQMJF3nCCJcOHTpgxowZmdpLuMiTSI1NlZvs4MGDmgO9Xr16OJ/J8v0mzBMxcqQx6+uuA1JSMl4FCwjQYaxLq1bAp5+6vmrfc3WdiDsKhas7HIO1+Irrjz8CV15pLMFpXhq3ag9ncEl8xdQFs1JlT3QBRVxU0KF6QdqvsjvvvBOTJhkRVKEmxMNyf//9N6pWrYpVq1bZnvPgwYPx9NNPa+15WPD666/PsK/5MCGjgJ988slAWzqsZ82apf37+PHjmR5Ge+aZZ/Dqq69qbZcvX46aNWvani+jie3Kb7/9hspp2UYOHTqklc6gg/306dOBiGT+jT8qT548GfjOxGjlrFmzInfu3Dhz5gzYl9HLbMt2XF/+/Pm1aRw5ckSLcObn/B7M5wT7nXvuufj3339x7NgxTS/b8Ds4xU5b1lYmm2uvvVbrzzThnHuOHDm0MgDUlS9fPmTJkkUbg2vKy8woYHKUg1o7HgjU2/Izrolz59/Yl8K1ca5sy+/uXE9mbYMZ8hACD2tmxjCevHlK/NdpAAAgAElEQVRN9IOjfKYxwp5MyZLcdIbkaW5LhmQSKe9IGOptdYahro0T3qFsltdH/01gtlm9rW6zTuybdrR48WLtPuZadN5u2Wxm9h0Jb90OzTbLe9R8LyTSM4L8+HuOB3x4uGbngZ246K2LcPxUat6+SwpdgmXtlwXue7d4x+oZ0eTDJpj3p/E28MV6L6LXdb2056yXz2Tuk/pzgM8u831vZqg/v/3+jOB+VqpUKc1m/HxAyu6+L+38T0CV3x+q/2689FLgt98Me+N5bNYS9lpU5+o1v1D6hak31P3E9d9/AaZWNsvatcAll7jPhumaf/7Z0PvBB8D99xv/njYNMJ9NZ1UqZiPQJRzXffuAQoWs896xAyhe3P21xEKjKntiLFgFjyHOYBMRpvejM5YvGPljiOKWM7hz584YwyhNQEtpyNpx/H++cOGPD76UY1QJHb3du3cPaQu8sRn1+xOTuqdFwzDahFHF/BHP2nI//vijpueLL77INA1hpMYmN1mkxDxqz+inFi0M5VmzAnv3Ahk5tlmXMC0aSevEl9NpqSo9mqGoFQJCwE0CGzYAwZGBTvLSMJ8M88zo0rIlEOZQkZvLUE2X7InxvaL83sSauhRmQhnLmtiZCNuyz0UXXYRNmzbZnnz//v21OsOUefPmaRlcMpL58+dr39Eo7Pes6X7j3/k5hd/X6KTMSDge+1NYE5mH1+xKJM7gjz/+GPfcc4+mesGCBShUqJCWXYbOMK61bt26mpNl48aN2v/0tNfffvut5mC5/PLLNacEM91cddVVKFasmFYrec2aNWiR9j2FTjA6DGvVqqU5WekQ53+XKFECW7du1VJmsy15/PDDD9pcqItOOH6P5Ri8djt27NCcv5wDnSH8bzrmOEcK2/IwZ/ny5UFHMXU1b95cc1hyDL7wZ41pCudQsWJF7X9MM8458vrQCfbrr79i7969aNiwodaWaytTpgwuueQS8DAm196gQQPNccjv7X/99Rea8Ag3AGbsufDCC7V50IlMpnSsMkX5+vXrsWXLlsBhgoULF6JAgQLa7wA687755hvUqVNH+/1B+2R7HiDQbYAO8iuuuEJb89dff61Fd3OsP/74Q5tzSz7PAXz//fcan9q1a2vOa6YrpxOSEeC0/xUrVmhpz+n4XrZsmcaZzjQKD5kyfTnXy3Xx98QNN9ygOcP5u4NOMN0WGYnPgwS8n/h7idH2zZo1037T0JHE3yv1mX0i7RAF21WqVEljSwce7yPa0OrVq7X++n01Z84czTFD3XQ8paSkaHp4uICZlbgGjkPh/URePODB68t/c360Y9bc3rx5szZ/CvXwmnF9XAfH0XmzHXXr6eA5P66D3Ojw4iEP8ixevLj2O4vrYyp3ytKlSzXb5fXgfU0uvE5cA/cIcuN1pFONPHkP6PXLmQqe9xuzQTFin9eDh014v/A60QFP+6HwOjJDAH/v6bybNm2qHaxYuXKlZpu0Swrtg/XK2X7fvn3aM4T2TKcd702OZbZZrqtKlSraNaNd8j6hbTIrAdfL+8gPz4ixS8ei/ez22lx1+azeZ7i18a3aP/32jCj5aknsOL4jsJZupbrhuZufk2eEy8+Iyy67TJzBlrtG/pHoBOT3R6JfodT5Bb+CGzYMeOwxf8xdZikEhEB6AoymZVStLkw0lvYTylVcTBJrri/O13VpP/O0cb7/Hkj7+av9m4nSeJ7a7nlwOn6DE4PRQVyggKvLiJky2ROdoxZncBo7/vDmj3n+YB8xYgQefPBB7RM3nMFMC03nL4X15oYMGZLhi0C+eOCLl1By3333gS/vOEemiGY0TCjhKV6+lGA7t0RuMrdIRqmHT3rWPuTxJF1YJIC5Z0IJIwoZWagL80owulhECAgBfxDgwaSiRa1z3bUr/d/CrYYOLXPBEaazjaB2ajj1yfa57InxveISGRyafyRpov0cGRwcqeq3qD9zdHWiRAarGPWnR/uGi2b3MjLYHPmeUZRlNNHsyRoZHJxp4OVvX0bfBX0tD8aJt0xE2xpttb/56Rmx//h+FHw1tc69LintUlCnXB3PI4ODszVIZHB8v+vI6EIgmID8/vCHTdBRxPOhPL9dogSwYkX6NLP+WInMUggIARLgffzXXwYLJvxKO3PqKiDGeB06ZKj89lsg7Wyo9sctW9KndD5wIOPYsODJMSV0hQrWv9LJnVZ9y9W1xEKZ7InOKYszOC1Kg45gOoRfeOEF7VS0HhUQrTOYLyB4yl4/tc1IASfCk+r6CXHWMOa8Yimq3GS8HjzVz+gAPWVgLDm6MhZP6c+ZY6jq2BF4773QqlmXkJHDuni0aynB1ZWL464S4eouT12br7iePAkE1zdfvx6oVCkyOM88A6SlntU6MiLw448j05FJa18xdWHVquyJLqCIiwqpGewMuyp2m2zPG2dXO7JewjQyXnZbC1e7pCJrF8z1vs/uw8e/Wr/TPHvts+jfKDXLgp9k3u/z0OTj1IwDlBxZc+BQ70M4N2vow+Juri3Z7FWVPdFNGxBdiU1AFZtNhmfN1q2pqaIZPZhWPcVz40oGrp5DDBpAmHpD3G9cq1YF1qwxWEyYALRr5y4bVhPNnt2qc/VqgGnndTlxIr3j1pyyOhxXroFrMQvrnGeStMzdRbqsTZU90WUsttSJMxjMmvsaevbsqaUwY7o1pjtzyxk8evRodOnSRbsYTL+lp02zdXVMjZgOevLkyVoaO6b40mtORarHaXtVbjKeeGbqM6b8Y3o1X8obb1iryDPB//bt6XND8EhRcProdevSp5x1AYISXF3g4LYK4eo20VR9vuPKo3r85qcL06ma6wjbwdSjB8AcVbowW0Va6QI73cO18R3TcAsK87kqe2KUGOLavUiRIlqaX6ba5SGvjISH8Ziql9KmTRt8EkFEPNO+6imPWUaE2V0yEn7OciMUpnXV0yrz30899ZSWFYbCtMU8kJaRMAUtU8gy5TN/0DFFsFuiit0m2/PGreufmR5h6g1l4Robrpe/fTl+2WXdB26ocANm3Z1aq91PMmjRIPSa1ysw5StLXIkfHkhNo++1JJu9qrInem0Xoj9xCKhis8n2rImVBQlX90kLU/eZUqPfuLJq0+LFBouRI4E0N49rgPbsAYoUsapjNPKFF1r/xpTOjAbWhZWo0iocheXKiqO1ahl9mZSWsSd+FVX2xHjwT3pnMOttsb4XH0as98W6YXTauuUM1uvEsa7V7t27tWvMlEv8b6a5K1q0aFjHLlNHM80YI2HMLzJZD4x11PjCkLXaMkov7YZhyU3mBkWXdDAqMLhaPV+EV69uHWDlSsD8wpmFBJgDIjjK0KVpiRohIAQ8IsBvgEwNrcvs2UBa3UTbIz78MPD220Zzpotn2ngRRwRkT3SEzdVOzOLCeph0ljIFaEalMXjAT6/TyXq8zABjV1gDl/VOKQ899BB4wC8j4efvvPOO9jH7sW6nLuZyIRMnTgQP+GUkrPXJmqeslcuanW6K2K2bNEWXEBACiUDg1JlTyPNyHpw8bX2bVSR3Eex+arf2O9lPcseUOzDltymBKXep1QUjbxrppyX4Zq6yJ/rmUslE0wiIzYopCAEhIARiT+Dmm3nY2xj35ZeB3r3dnceGDenjtphqPvj1feXKAGO8dBk/HrjrLntzWbTImnaasWNmx7I9LYnTSvZE59ci6Z3BN9xwA77++mvcfffdWh1eilvO4DNnziB//vxaZEfLli0xZcoUDBw4EG+//bYW3UvhD9QrrrgC3bt3xz333BPyB+uPP/6o1TOmvP7662jXrh169+6t6aNDmZIzZ07Ngf3ss88GXno6N4v0PVW5yXhNWJsre/bsGdZtdpObJ7rOngX4cpoFA3QJtRt99hlw221GG1aK37bNkykpwdUTMtEpFa7R8cuot++4Bn/jY2Qja/5GIh06AB9+aPRgBGNapGIkapRhGuWiVdkTo8QQ1+59+vTRvlNRli5diquuuirkfF555RXtOxNl9uzZaBbBQQoe3itZsiT++usvLaPIWuZhykAqV66sZR4pUaIEtm3bZvk+R+cunbyUhx9+GKNGjQqpZdeuXbgw7fgvv+tNYA4qF0UVu/XdM9zFa+iVKmHqDVnh6j3XDfs2oPJblUMO9GePP1H6/NLeTMIjreWHlceWA8ZvvPdavoeOl3f0aDSr2mSzV1X2xJgYhwySEARUsdlke9bEyniEq/ukhan7TKnRb1xZYY1OV1169rRWYHOD0tKlQJ06hiYmB2QsV7A0agSYq4/ylV5acrKwXOfOBZo2NTQWLWqNOXFjHbHUocqeGEtm+lhJ7QzmSzY6gemw5Qs8RulS3HIGM6KjbNmyms4HHngAq1atwg9M75mB3HHHHRg/fny66JaPPvoI999/v9br5Zdf1hzCTI0YSrJkyaKlIswslWGofryJMhM6r3WHNF9y8uWoH4XRQykpKVq6bl5330q3bsBbbxnTZ1V5Vpc3C3eFp54y/nLddUBKiidLVoarJ3ScKxWuztll1tN3XFlsyLx3MPqwc+fI4PC44MSJRh86x3iIxCXxHdMo1y1fPKME6EL3ZcuWBRzAGUXt8odm1apVNScu9/y///5bOwwWiTzyyCMB5y2jjK/m/RgkdEbXSfv1xvZvmffntLZVqlTR5sGU1fweFapUhdlxzXTWzAbjpqhit8n2vHHTBjLSJUy9oSxcvec696+5aDMl9LNy2h3TcFtl08FYb6bjmta9x/ai8ODCFn0rH16JakWruTaGUt+Po6Siyp4YJQbp7iMCqtis7I3eGJ1wdZ+rMHWfKTX6jeujj1qT6vFVXFpCMNcAffUVcOONhjpWg9yxI736u+8GzOfF+cp/8ODUduG4zpwJtGhh6CxTBvjjD9eWEHNFquyJMQfHwNSzDHtIQtm3bx8YxcEXg4zQYKSGLm45g1kXjlG/lBw5cuDkyZPamIMHDw7UDuZYrCW3nql/ATzzzDPgy0CzmOvQ6Xpuvvlm9OvXT3vJefDgQUybNg29evXCoUOHtGgU1qtj1LNdiSSF1m+//aatg8Lx+GI1V65cOH36dKC+Hf/GtNZcM1NcUxghnTVrVu0FKF/Qsi/TO7It2x0/fjzgoD1y5Ii2Dn5OE+Ua2Y+psJk2m2m9qZdt9OhoO22ph9eezmyOy4cl506ujBimrnz58mlRwxyDa8qbN682f/ZlO0Zh6235GdfEufNv7Ktz4VzZlum8uZ7M2gYzZE1oprzMkCGPAjFXhS5Zs+LE9u04mStXgPe/nTvjXFNN0H/btcM5H33kCm9eE71uNRly/ryevCa8PjpD8jS3JUMyiZR3JAz1tjrDUNcmYt4Z2Cyvj27fZpvV7Vu3Waf2zbVwgytQoEDg3nDLZjOz70h46/e92WZ1G0jUZ8TevXu1+5sReLTP4OdJsH3H+xlxqkkTZJs3L3C7H3/hBWTv0yfzZ0Tu3NZnMtPSfvqp8czo1w+Hn3jCtWcy739ed9Zx5f9nxFB/fvv9GcH9rFSpUhpPPx+QsvsdIVHb6amiuV9+++23AYesPl9+33r66ae1fz7//PPa9yazmL/vtW/fHh+ao+fTGjKql+VE+FysVauWNg6fCbpwj+E8li9frt2T/I5UsWLFdMjMqaK7du2KN4PStG/evFn7zsh7iampeUgxo9TXTq+HKj+Y+H2LhyILFy4csXPfKTvV+wlTb66wcPWe60uLX8ILKaHT//eu1xsvN3bv4Js3qzG0ztk8B83HNQ/8IWe2nDjc+zCyZcnm9dCa/mSzV1X2xJgYhwySEARUsdlke9bEyniEq/ukhan7TP34feO554ABAwwWPK/NZH1uCiOPGYGsS9WqwKpV6Ueg89ec4I/O4bQkt2G/x02ZAtxxh6GT1SczSXzm5vI80aXKnugJnDBKk9YZ3LFjR3zwwQdaVMn3339vSRnsljN40aJFuJYRm2nCF8e//PKLFhViFr7Qql69upaGkA5E1ppjmkFdBgwYgOf49EmTFi1aYPr06enSHHM8RrzqkTC//vqr7TpJkTiDP/74Yy2lNWXBggUoVKgQqlWrpjk8582bh7p162ov6DZu3Kj978a04y18gUqH6OWXX645OZmukfxZ75hrXrNmDbg2yuLFizWHIV+8cgOeNWuW9t/ksnXrVtDRzrZ02urR1tTFtX/xxRfaGKy3x5rKfEHLOdAByP+mY45zpLAtX/KWL18eTM9IXc2bN9cclhyDL/z5kpfCOfAFL//Ha8Y5siY0nWBkTQeTXmuaaytTpoyWVnL//v3ay+MGDRpojkO+KOa1btKkiaaXtarplOI8+BKYTGk3tBMeEtiyZQuuv/56rS1tk47B6hUr4mzBgjjHVO195/DhWFG+PG666Sat7b6rr0ZBUzTh2nbtkH/IEG0s1srmnJm+nMJ7gHxq166tvfDmYYKaNWtqTnM6OlasWAEeQKDjm9FY5KxHR82YMQM1atTQ1st1Ma05DyLQln/66SfNUV6vXj1tnJkzZ2oHCfiimwcxGGXFlJ18sc57g85i2jDlq6++0tpVqlRJY0v7btSokWZDq1ev1vrz35Q5c+ZojhnqDj4NxUgsrkFPDTp//nywhjcPUvD68t+cH+2YL/35Ql4/SMEocl4zro/r4DiM/mJ/tqNucqFwflwHudHhxfmTZ/HixbW6j1zfLbfcorVlFBltl9H2dKaSC50AXAM3NHLjdaQjgDx5D+g1Lz///HPtfmPWAUbs83rQPni/8DrRAa8/d3gdmZq0QoUKAd5NmzbVDlasXLlSs03aJYXp8lnjku15YIK1OGnPdNrx3uRYZpvluhjpxmtGu+R9QtukA4Pr5X0kzwh3nhG7GjZEsYUL9S0A69u0QZHRozN/RlSvrjm5v/nmm1SbZZroWbMCOjBwIL6rW1c7cEPb43ORNkCblGdE+GfEZZddJs5gw5ri9l/cp7mf8/nMvZipo/nc4r8nTZoUqOHLfYT7v364S5+wHWcw2zLNtH5Qj98veHCP+xP3gUGDBmnfF/R2zOASSvis5/7G7w6U1q1bo3Pnztpzk8/x/v37a89p7g3cEyI50Gf3AsgPJrukpJ0QEAJ+IdD6k9b4dK3psJtp4s0uaobZ98z2y1Iw8LuB6DO/T2C+V5e8Gks6LfHN/P02UdkT/XbFZL5is2IDQkAICIHYEwhOuslUy3PmuDsPnhNnBLIuGSX2DJ4LX4mb4kYyndTHHwP33Wc0qVEDSHuN4e5iYqRN9kTnoBPaGUynVKTp/EKhoNNXT7PMz/WXf3Rs8eUgHT1mccsZTN10BukyevRoMJVhKGFKwW5M/Qtg+PDheNT0FHjttdfQk0np04TOFr32XLAuphScOnWq9mc6+/jC2o5Ekibaz5HBdH7xZSsdaXSeuRVlGfPI4Ny5cbZZM5zzzTeBy3vqvvtwdPjwQKTq6UqVkHXjxsDnR0ePxrkdO3oSGcx7iQ5bHgLgfev3qD+70exeRwbTqUzHPaMt9UMkbtlsMkcG//PPP9rBCzrfeRAm0SOD/+3YEed+8EHgXj75wAPIOmpUZJHBzBRh/pY4dCgOd+rkWmQw7ZIHEXhIgM8AiQy2s/NKGzcI8FAXD6jxng4ldATzYAwPxQSLXWcwD0DRccvo3oykU6dOmvOZztyMhAfJeDiNh3xCCQ9RMWKYY3khqvxg4uEVHlDiwRV+lxOJnoAwjZ5hKA3C1Xuu1d6thg17N4QcqGCugtjTc4/tw9HezNa+1mDHdrfa3TDixhH2FUTZMtnsVZU9McrLLt19REAVm022Z02sTEy4uk9amLrPlBr9xvW991j602BRqxaQwc95x8BefJGZzIzujCOaPj29OqaIZjSwLkza+ttvqf8Kx/Xdd4EHHzT6svrVEh+fOVRlT3RsNFF0TDpnMG8ORtUxAvDxxx/X6u8Gi1vOYEZ1MjJUF0bLMVo1lGzatCmQVvDee+/F2LFjA83efvvtQBprRu4xijYjGTNmTOAl4nvvvQdGQLshqtxkdFgwSpdRjL6uGcyLOmwY0KOHcXkvvDC1qMA55wBnzgBMY/nvv8bnjEa65ho3zCGdDqW4ekLImVLh6oxbuF6+4/rMM8CrrxrLMueCCbdY/XNmqVi0yGg9ciTQpYvd3mHb+Y5p2BVl3kCVPTFKDAnTnd+vhg0bpjl9eW3oVKXzlwfkeNAuVH1eTt6uM1hfKDOE0OFLZ66eppiH/njQz24kLw9LvPvuu5gwYYKWXUI/RMFMI927d9eyhHglqthtsj1vvLIHs15h6g1l4eot19rX1EbJkSVx5uyZDAf6/bHfUa5AOW8m4rLWMm+UwdaDWwNaP7zlQ7Sv0d7lUTJWl2z2qsqeGDMDkYHiTkAVm022Z02sDEe4uk9amLrPlBr9xpXV1lq3NljwjLkp7soVSI8/DrzxhqGKif1CnUOfPx9o3Nholz8/sH9/6r/DcR0xAnjsMaMvk0SyAqVfRZU9MR78E9oZTCCMgo1WGDmgR/pNnDgRd911lxZRxVrBet1T8xiMfGW6PgrT+N1+++3afzMNMZ2xdoUv+JiSUC/LzBeAjKAMJXRSMzUxhelVma5TF7581FP/Mv0rnZkZCdMT6ymFBw4cqNURdkPkJnODoss6NmwALr7YqpQ5Hhjpvn07kFbPMtBg506gWDGXJyHqhIAQ8JzAwIFAHyNtIJgKfubMyIa98krr8UUeb3TpsFBkE1GjteyJalzHZFuF2G2yXXFZrxBQm8CKnStQ852alkWen+N8HDx5MPC3T27/BG0ubZPwIP4++jeKvlbUMs/VXVbj0gu8OyCU8FA8nqDsiR4DFvWuExCbdR2pKBQCQkAIhCUQ7IAtXBj455+w3SJq0L49YIoJxBNPWGsD68pY47dKFavq48eBNHdSpmMyvoRxJroweaC5klxEE06AxrInOr8ICe8Mdr600D0//PBDdOARCwcSnG7ajgo6j5nmlcKUrxmlvWaaUtZupNDxy3pxujDihWmNKawbqtebCzW+2XE8ePBgPMXq4i6I3GQuQHRbxdmzAI8kmSPFWauwd2+ABwbSau9qwzJK+OjR1KhhESEgBPxFYNQo4JFHjDmzBvd330W2hurVWTvA6DNunDW/TGTakr617IlJbwK+BCB268vLJpN2icDsTbPx0ncvoch5RTCk2RCUzZ/620rEvwTGrhyL9tONyNnyBcqjYsGKmL3ZqBP8TN1n8EqTVxJ+kV9t/Ao3TrgxMM/c2XPjUK9DyJol9EHyhF+QDyYoe6IPLpJM0UJAbFYMQggIASEQewIrVgA1TWcPs2VLTcLp5uv1Fi2s8R4DBgB9+6Zf64EDQIEC1r9v2QKkuYwyhROcirpVK4BRz34V2ROdXzlxBkfAzokzuH379oGUz0wHaE4bbR561apVWvpqyoMPPgimhjZLmTJlsHXrVhQtWhS7du3KcNYjRozAY2lx/0xB2K5duwhWmHFTVW6yI0eOaLWUyTpUVLgrsGKphHWm33rLGFF3En34IWA+9MCjQ2vWeDYz5bh6RioyxcI1Ml52W/uOa3BhkKpVgVWr7C43tR2zCDCbgC5TpgBpWS8iUxS6te+YRrloVfbEKDFId58RUMVuk+15EwszU53p/uP7UXJoSRz775iGs9lFzTD7HsNh6BVj1bl6xS2cXp3r5P2TMXz58EDzlhe3xGUXXKY5/XVpXK4x5t43N5zKuH8+4NsBeG7Bc4F51C1VF4s6msp7xGCGyWavquyJMTANGSJBCKhis8n2rImV+QhX90kLU/eZUqPfuDL+6qKLrCyOHAHS4vlcgcRX+azsqAtf85vjQfS/MyYsd27gxAmj7fffA3XqhOfKZINMOqgL3UV81ehXUWVPjAf/pHMG24HsVs1gjvX555/jFlb+BvDSSy+hjznVp2kyL7zwAvr166f95eOPP8Y999xjmeoTTzyBoUOHan9jZDAjhENJw4YNtRp4lG3btqFkyZJ2lhy2jSo3GVN3Mw14lSpVApHYYRefyA2Y04EpY3VhGvI9ewDaCo/96HLzzcAXX3i2EuW4ekYqMsXCNTJedlv7jmvwfc7n+rZtdpeb2o5HBf/80+jD5wGfCy6J75hGuW5V9sQoMUh3nxFQxW6T7XkTCzNTnemsjbNw0wTj+3KWc7JoUZfnnZualckrUZ2rV9zC6dW59v2tL77545tA877X9kWt4rXQanKrwN+YNnr/M/txjpvhG+Em6ODzWyfdihnrZwR6dr+qO9643lQ8zoHOSLskm72qsidGep2lvX8JqGKzyfasiZXFCVf3SQtT95lSo9+47tsHFCpkZcHXcS65WzTFjN9iCmhdJk4E2rYNzb98eYDRwLpMmwbcdlt4rkw9neZW0rqyahyrx/lVVNkT48FfnMEhqNt1BjP9s15DuH79+gEnrFnlmTNnUL16daxevRr58uXDsmXLcHFQnVdGDF955ZXa6ZgiRYpoaaVz86iHSRgVzH4nTpxAzZo1kZKSks6ZOW7cONx7771ar+BU09Eal9xk0RL0qP+xY0DBgsDJk8YAn3zCUwgA08DqwmjxYcM8moSoFQJCwFMCPOpXt64xRN68wKFDkQ154YWAOavEnDlA06aR6ZDWAQKyJ4ox+JGA2K0fr5rM2Q0Co34chUdmmcotAFjUYRHqljbtrW4MJDpiSqDU0FLYfmh7YMyJrSeiXul64N/NsvHRjahQsEJM5xbpYCVfL4kdh3cEun3c6mPcU816ODxSndI+cwKyJ4qF+I2A2KzfrpjMVwgIARUInD4NMDW0WZiojwn73JLg13WzZwPNmoXWztjAJUuMz958E+jaNfxMunQBRo822jHy2JxoNLyGxGohe6Lz6yHO4BDs3HQGU/2iRYvQuHFjrWZwwYIF8cwzz4DO47Nnz2pO3UGDBmH//v3aTCZNmoQ777wz5BVlDeCnn35a+4yRrfzvqlWr4uDBg/j0008xevRonD59WnM6L48/U5MAACAASURBVF++HBUrVnRuGUE9VbnJyJyMsmbNmvAnxG1fvOuvB7hT6HL//anpYOlA0uWNN4Du3W2rjLShklwjheBBe+HqAVRAe/b66jnAFO/B3zT/+y/9N9LMcPHQSNo+ozVLSQGuu841wL5jGuXKVdkTo8Qg3X1GQBW7TbbnTSzMTHWmveb2wqDFgywo32j+Brpf7d13Yw6mOtdY2GaoMch1z5E9uOD1Cywfr+6yGlWKVMGFQy7E7qO7A5/RSdy2agbhFfFahGncnYd3ovjrxS0zWdt1LS4pfElMZ5ds9qrKnhhTI5HB4kpAFZtNtmdNrIxGuLpPWpi6z9Sv34/PP98aj/HddwBTO7shTP2cM2dqHWJdli0DatcOrb11a2utX9YWZo3hcPbKSpKsKKkLI4WHDHFjBfHRocqeGA964gwOQd1tZzCHmDZtGjp06IDDhw+HvM7Zs2fH8OHD8fDDD2dqB71799acx7zJQ8kFF1yA6dOnow4TxrsoqtxkBw4c0BzwdMbnz5/fRUJxVMWI3x49jAkUK8ZdANhtvATBjBlAy5aeTVJJrp7Rsq9YuNpnFUlL33HdsSN9Dpq9e1OzAtgVFjRhJgFdli4FrrrKbu+w7XzHNOyKMm+gyp4YJQbp7jMCqthtsj1vYmFmqjNtO7UtJq+ZbEHJqEtGX3opqnP1kl1musl11Jej0GdTn0Cz7Fmy40ifIzg367laSnCmBtflqTpPYXCzwfGabthxZ26YiRYTWwTa5Tk3Dw72OgimM4+lJJu9qrInxtJGZKz4ElDFZpPtWRMrqxGu7pMWpu4zpUY/ci1TBti61eDhZtW1o0eBPHmsrDdtSl+nWG/RrZs1ordTJ2DMmPBcWSN40iRjHFYxfeklb65xLLSqsifGglXwGOIMDkHdC2cwh2Gq5xEjRuDLL7/U6vkyhXSpUqXQpEkT9OjRAxUq2EtftWTJEowaNQrfffcddu7ciZw5c6JSpUpo2bIlHn30UZzPIysuiyo3GaOz//77b9Bpfu6557pMKU7qNm4EKlXKfHC3c1gEjaYk1zhdTvOwwtWbi+A7rqG+Hf7+O1CunH1ArCd+5ozR/uefgRo17PcP09J3TKNcuSp7YpQYpLvPCKhit8n2vImFmanOtM57dbB0+1ILysqFK+O3rr95ild1rp7Cy0Q5uQ5JGYI+3xvO4KoXVMWqLqu0Xs8veB4vfvtiQEODsg2woP2CeE037LgvLHwB/VL6BdpdV+Y6pNyfEraf2w2SzV5V2RPdtgPRl7gEVLHZZHvWxMqihKv7pIWp+0yp0Y9cq1cHfv3V4DF2LJBWpTNqSNu3A6WsFU6QWewHHbjPPmsMe+ONwJdfhud6663Q4sR06d/fqifqhcRYgSp7YoyxacOJMzge1H04ptxkCX7ReJBg8+aMJ3nkCMDIQBEhIAT8R4CR/jy8cuqUMfcVK4DLL7e3FvbLnt3adu1a4JLYph+0N1l/tJI90R/XSWZpJSB2KxaRrASKDymOnUd2WpZ/Ds7Roi/z5sibrFh8ve6uX3bFyOUjA2toV7UdJrSeoP37i/VfoOUkIyNS3nPz4kCvAzGPtLULmFHBjA7W5Ymrn8CQ5j7O22d34XFuJ3tinC+ADB8xAbHZiJFJByEgBISAKwQaNEittKbL8OHAo4+6olpzMtPZrMs55wCsCsd4jlDy/vsAo4F14WtBvh4MJ8EVJgcPBp56KlyvxP1c9kTn10acwc7ZJVVPVW4ynkDavXs3ihYtqk5kMC2RuxCrxoeSokWBXbs8tVdluXpKLbxy4RqekZMWvuRauDC044G6zJ8PNGxob/luRBaHGcmXTO3RC9lKlT0xCgTS1YcEVLHbZHvexMLUVGZ68tRJ5HwpZ0iMjL5kFKZXojJXr5jZ0Uuu131wHX7Y9UOg+UuNXkKfa1Mjhf86/BdKvF7Compd13W4uPDFdtTHtA1LP7Fe8K4jxm+1CbdNQLvL2sV0Hhws2exVlT0x5oYiA8aNgCo2m2zPmlgZjHB1n7QwdZ+pX79vBEfVvvgi8Nxz7vChk5nOZl0KFAD27ctY91dfAYwG1oWVInfuDP89LtihPWIEwJTTfhVV9sR48BdncDyo+3BMVW4yP9YmsGUuwbuBuRPrR3//vS01Thspy9UpEJf6CVeXQAap8SXX4Oj/Tz8FWrWyB4jfJAsVsrZlHeLixe31t9HKl0xtrCujJqrsiVEgkK4+JKCK3Sbb8yYWpqYy0037NqHiiIohMQ5pNgRP1HnCM8Qqc/UMmg3F+/fvR+m3SuPI6SOB1jPazkDLi41o4OBo8PG3jcddl91lQ3tsm+w4tAMlh5a0DLqh2wZULBTaZr2cXbLZqyp7opc2IboTi4AqNptsz5pYWZFwdZ+0MHWfKTX6kev99wMffWTweOIJYIhLSVw++wy47TZDd/nymSf+ZMW3K64w2mfJQkcwcPjwAaSkpKB+/frInz9/uot39dXAD8Y5Srz7LvDAA95c41hoVWVPjAWr4DHEGRwP6j4cU5WbjKevWas5S5YsOIe5F1SR48eBggWBEyfSr+juu4Fx4zxdqbJcPaUWXrlwDc/ISQtfcq1VC/jpJ2O5H3wA8BupHeExwWDH75496R3EdnRl0MaXTKNYryp7YhQIpKsPCahit8n2vImFqanMdN7v89Dk4yYhMdI5SCehV6IyV6+Y2dEbyoH6+2O/o1yBcoHuLSe2xBcbvgj8+/GrH8frzV+3oz6mbWasm4FbJ98aGDNfjnzY/8z+uKS0TjZ7VWVPjKnBymBxJaCKzSbbsyZWRiNc3SctTN1nSo1+5NqjBzBsmMGjQweA6ZrdkOC0z3z19+OPGWtm4s8LL7R+zld+RYtm7u8IrntMNwHdBX4VVfbEePAXZ3A8qPtwTLnJfHDRbrgB+Prr9BNlZXlWhhcRAkLAvwQaNwaYGlqXoUMBfiO1I1u2ADxeaJbDh4E8eez0ljYhCMieKGbhRwJit368ajLnaAm8//P76PS5qbCWSWGlQpWwvtv6aIeQ/jEmMGfzHDQf1zww6nnZz8Oh3ocsDtQXU17E8wufD7S5tvS1+LbDtzGeafjh/rfgf+j/rfE7rWHZhpjf3vR9L7wKaeGQgOyJDsFJt7gREJuNG3oZWAgIgSQn8MILQL9+BgQm6WOyPjfktdeAnj0NTU2bAnPmZKz59Gng3HOBM2eMNqwZzNrBmcnFFwMbNhgtpk4FWrd2YwXx0SF7onPu4gx2zi6peqpykx09ehRr1qzBpZdeivPOO0+ta8gK9t27p18Tjxnx2JKHojRXD7mFUy1cwxFy9rkvufJbmvnb5vPPW7+NZoZi3TqgcmVri//+A7JlcwYwRC9fMo1i9arsiVEgkK4+JKCK3Sbb8yYWpqYy0+cXPI8Xv30xQ4wHnjmA83Oe7wlmlbl6Asym0oELB6JPSmp9YMpVJa7C0geWWnrP2jgLN024KfA3OowP9jqIrFmy2hwlNs1uHH8jvtr0VWCwntf0xKtNX43N4EGjJJu9qrInxsVYZNC4EFDFZpPtWRMrYxGu7pMWpu4zpUY/cmVUsDkWo2FDa6xGNKT69AEGDjQ03HknMGlS5hqZ+I/RwLp8+SVQv37m/o4yZYCtW40+M2cCNxlflaNZQlz6qrInxgOeOIPjQd2HY6pykx05cgSrV69G1apVkUe1qLhNm4CKIepLLVzIXcFTq1Oaq6fkMlcuXL2B70uunTpZ89Dwmyijg+3IypVAjRpGSxYV4XFCF8WXTKNYvyp7YhQIpKsPCahit8n2vImFqanM9P7p9+OjlaYiX0FA5983Hw3LNfQEs8pcPQFmU+k9U+/B+DVGeu9Ol3fCmJZjLL13H9mNYkOKWf625pE1qFKkis1RvG/GNIlFXyuKf479Exhs8u2Tcceld3g/eIgRks1eVdkT42IsMmhcCKhis8n2rImVsQhX90kLU/eZUqMfubJesLlKG6NwGY3rhnTpAowebWh6+GFg1KjMNdesaR1/zBjgzjsz93dccAHwj/GVE/PmAY0aubGC+OhQZU+MBz1xBseDug/HlJvMJxeNzmA6hc3Coz+lSvlkATJNISAEQhJ44gmr85ffRFk32I4sWwZcdZXRMlcu4NgxOz2lTQYEZE8U0/AjAbFbP141mXO0BBp+1BAL/1iYoZpXm7yKnnVNudmiHVD6e06g9ru1sfyv5YFxhjYfih5Xpy+dUWpoKWw/tD3QbuytY3Fv9Xs9n5/dAbYe3Ioyb5SxNN/82GaULxBU2sOuQmkXEQHZEyPCJY0TgIDYbAJcBJmCEBACSUlgxgzg1luNpZctC7AamxvCSOBPPjE0MVL4pZcy13zzzQCjgXVhZUhWiMxM8uUDWC1Ol8WLgWuucWMF8dEhe6Jz7uIMds4uqXrKTeaTy/3YY8CIEcZkWUiATp+siZUSzSc0ZZpCIHEIvPgiwNTQuvCb6Gef2Zvfd98B111ntM2fH9i/315faRWSgOyJYhh+JCB268erJnOOlkD5YeWx5YDxtqZw7sLYc2xPQO2dl96JSbeHycUW7SSkv2sETp85jbwD8+L4qeMBnXPvnYvG5RunG6PV5FaYvm564O+PXfkYht0wzLW5RKvos7Wf4bZPbguoKZCzAPY+vRfnnHNOtKqlvw0CsifagCRNEoqA2GxCXQ6ZjBAQAklE4NtvrQk33Xyl1qwZ8M03BkzWEH7yyczhPvAA8N57RptHHgHeeivzPnQPsFqcLj/9BFxxhX8vouyJzq+dOIOds0uqnqrcZAcOHEBKSgrq16+P/Hx6qyasMt+8ubEqN3NXZMJKea5xshPh6g14X3INrgkeSZESfrPkN0xdihWzFhhxAbMvmUaxblX2xCgQSFcfElDFbpPteRMLU1OVKR2HOV/KiVNnTgUwPnD5Axjzs5FS+KICF2HTY0FZdVyCripXl/A4UrNp3yZUHGEti7PryV0omqdoOn0vffsSnl1ghElcU+oaLO642NG4XnTqO68vXl70ckB1k/JN8M29preBXgwqv+cCBFTZE2NsJjJcHAmoYrOyN3pjRMLVfa7C1H2m1OhHrr/+ClSvbvDgub1TpwBWYItWatUC6JjVhU7ejh0z1/rcc8CAAUab226jczhjfwerxGXLZtW5Zg1QJXGqp0SMUZU9MeKFu9BBnMEuQEwGFarcZCdPnsSuXbtQrFgx5MiRQ71Ld/YswF1g+nQgZ05g8mSgZUvP16k8V88Jhh5AuHoD3pdcx44F2rc3gERy0GPmTKBFC6NvmTLAH3+4CteXTKMgoMqeGAUC6epDAqrYbbI9b2JhaqoyZYpgpgo2y1d3f4Ubxt9g+du+p/ehQK4CrqNWlavroCJQGBxNy0jvv5/6O2Q07exNs3H9+OsD2nNly4VDvQ8hW5agt2ERjO9m0+bjmmPO5jkBlb3q9sLAJgPdHCIiXclmr6rsiRFdZGnsawKq2GyyPWtiZXTC1X3SwtR9ptToR66svsjXaGY5cAA4//zoGZUvb005zQSA5pTUoUYYORLo2tX4pE4dYMGCjP0dR48CefJYNf3+O1CuXPTzj5cGVfbEePATZ3A8qPtwTLnJfHTR6BBetw4oVAhghXgRISAE/E8guEgJv7Xx25sdmTYNuP12o2WlSsD69XZ6SpsMCMieKKbhRwJit368ajLnaAgs3roY9T6oF1CRI2sOHOx1EOe/cj5Onj4Z+DujMRmVKZL4BPqn9Mf/Fv4vMNGGZRtifvv5ISfOdOBFBhexfLaqyypUvaBq3Bd69uxZFB5cGPuO7wvMZWqbqWhdpXXc55YsE5A9MVmutDrrFJtV51rKSoSAEPAXgUOH0jt+GV8R7CB2sqoCBRgtbfRcuNCakjqUTjqMGQemS7gaxnv3AoULWzX99Rdw4YVOZpwYfWRPdH4dxBnsnF1S9VTlJvv333+xZ88eFC5cGOcyYb6IKwSEqysY0ykRrsI1QCAlBWjQwADCb4z7jBeImZKaMAG4+26jyWWXAcxz46Ikm62qsie6aAKiygcEVLHbZHvexMK0VGU6YdUE3P2psf9VLFgRGx7dgKvGXIVlO5YF0L7S+BU8U+8Z11GrytV1UBEovHPqnfhkzSeBHo9e+SiG3zA8Qw1l3yiLPw/+Gfj8g1s+wP017o9gRG+abtm/BeWHl7co39J9C8rmL+vNgDa0Jpu9qrIn2ri00kQRAqrYbLI9a2JlfsLVfdLC1H2m1OhHrmfOANmzA/x/XX7+GahRIzpGodI381UdX9llJkuXAowG1oWJTw8e/Bd794b2d+zYAZQsadXI14l8rehXUWVPjAd/cQbHg7oPx1TlJvNjbQI/mItw9eYqCVfhGiCwcqX1myaLk7BICYuVhJMPPrAWHWFRkh9/DNcros+TzVZV2RMjusjS2PcEVLHbZHvexMLwVGU68LuB6DO/TwChXpO165ddMXL5yMDfb69yO6a0meI6alW5ug4qAoVV3qqCtXvWBnq8c/M76Fyzc4Yabv/kdkxbOy3wedfaXfHmjW9GMKI3Taf+NhVtprQJKC+UqxD+6flPyHTX3swgvdZks1dV9sRY2YeME38Cqthssj1rYmU5wtV90sLUfabU6FeuTL5pjsdYsMAar+GEFvVRr1m2bwdKlMhc259/AowGNsuWLQexcuVC1K9fH/nz57d8tnkzUKGCtf2xY0CuXE5mnRh9VNkT40FTnMHxoO7DMVW5yc6cOYNTp04hW7ZsyOJGpXcfXksvpixcvaDKU2dir16Q9SVX5qAJLujBXDV584ZHNGoU8MgjRrt69YDvvgvfL4IWvmQawfqCm6qyJ0aBQLr6kIAqdptsz5tYmJqqTB/64iG8s+KdAMJOl3fCmJZj8MHPH6Dj5x0Df2c0JqMy3RZVubrNya6+k6dO4ryXz8Pps6cDXb7v+D3qlDKFRgQpe2XRK+g9r3fgr1eVuApLH1hqd0jP2vWa2wuDFg8K6G9+UXN8fc/Xno1nR3Gy2asqe6Kdaytt1CCgis0m27MmVtYnXN0nLUzdZ0qNfuV60UXWSm12avuGI7hpE1CxorUV6/vmzp15zxMn0jtyV606g0qVQvs7Vq9OH23MKGc7sSXh1hCvz1XZE+PBT5zB8aDuwzHlJvPhRZMpCwEhoA4BFhEJzuGydStQqlT4Nb7xBvD440a7xo2BuXPD95MWGRKQPVGMw48ExG79eNVkztEQuH7c9Zi9eXZAxYsNXsRz9Z/Dr7t/RfXR1S2qGZVZOHdQMa1oBpe+rhMIdd1YAzpfjnwZjvXN5m/QbFyzwOesG32492Fkz5rd9flForDJ2CaYt2VeoEvfa/vi/+ydBXgURxvH/0AoEiC4aylW3K0hQHGKu7tTpLgUihWXYsULxYoVh+IEd4fi7lAIBEICIfmeOb7bvU0uubu92bu92Xee53v6cTvvf975zbs7l5udd0aXH+2IBNV1kgDNiU4CJHOXE6CYdTlyapAIEAEiIBEoXBg4c0YGwhLwtXby5BGWsK9YMVmTpXv+8MG+RdqkSYHXr2XbPXuA8uWtD9ipU0DRosp22IKyJxeaE9WPHi0Gq2dnKEtRbrL379/j6tWryJkzJ7y9vQ01hlp2lrhqQ5e4EleJAHttz8sLCA+XoVy8COTJYxvS+PHAwIFyvWrVgK1bbds5UMNosSrKnOjAEFNVAQiIErdGe964IvREZZprVi5cfXlVQrik9hK0zN8SoWGhSDg2IYJD5V9B/mn2Dyp/U5krblG5coXkgNjyC8vRfH1zySJjooy411s+D9ia1KsPr5BsgjL/3rlO55A/tfJlAAfccLpqeHg4koxPgjchbySt9Y3Wo3bO2k5rOyNgtHgVZU50ZszJ1rMIiBKzRnvWuCrKiCt/0sSUP1Om6Klc2Z6KvXtlJlOmKPdcqKG1YwdQpYpsmTo18OSJfUq5cwNXrsh1Fy4MRv78l62udxw6BPj6ynV9fFi6bvva0WstUeZEd/ClxWB3UPfANkW5yd69e4dz586hQIECSJAggQeOhD5dJq7ajAtxJa4KAuwbG0sNbS4s1TNL+WyrjBwJDB8u16pTB/j7b1tWDl03WqyKMic6NMhU2eMJiBK3RnveuCLwRGTKFtxYSuEPoR8khP6t/VEmUxnTv0stLIWjD49K18aUH4PBvvL5wjy4i8iVBxe1GoN2D8K4w+Mk88pfV8Y/LWynVs46PStuv74t2S2osQDtCrVT64bTdjdf3US2GcqcgPd73UcGHzuyvTjdetQCRotXUeZEDUOCpHVGQJSYNdqzxlVhRFz5kyam/JkyRU/lWr8+sG6dzGTYMGDECOcYrVwJNG0qa3z7LXD5sn2aFSoAbDewuYweHQI/v5NW1zt27QIqyYly4Miis33euL6WKHOi68kBtBjsDuoe2CbdZB44aOQyESACYhHIlAlgqaHNZfNm4IcfbPdx8GBg7Fi5XuPGAPvWSUU1AZoTVaMjQzcSoLh1I3xq2uUEXrx/gZSTUiravdvzLjIlzmT6rMf2HphxYoZ0vU7OOvi7Ed8XpVzeacEb/GHFD9h6Q85sMqD0AIyrIC8OR9X9RmsbYfXl1dLlzoU74/cffncbrVWXVqHxusZS+ym9U+Jpn6eI4ckHt7mNpvqGaU5Uz44s3UOAYtY93KlVIkAEiAAj0L49sHChzKJHD+C335xjM3s20K2brFG6NMB28dpTWrQAli2Ta/70EzB5snVL9tNhzZrytcyZgTt37GlFv3VoTlQ/NrQYrJ6doSzpJjPUcFNniQAR0COB/PmBCxdkz9g3v2bNbHvapw/ActiYCzvYhB1wQkU1AZoTVaMjQzcSoLh1I3xq2uUETj0+haLz5cOxYsWIheChwfCK6WXyZcm5JWi9UT7oK0OiDLjf2+KFK5d7TA3aIpB5WmbceyOnhV5WZxma5bP9PWjC4QkYsHuAJF8kbRGc7HDSVnOaXe+3sx8mHZ0k6VfLVg1bm/I9vkMz5wUSpjlRoME0SFcoZg0y0NRNIkAEdEmgb1/lYmvLlsCSJc65Ono08PPPskaNGsCmTfZp9usHTJK/TqJJE2DFCuu2a9YADRvK13LmBP7917529FqL5kT1I0OLwerZGcpSlJvszZs3OHjwIHx9feHDUq5S4UKAuHLBGEmEuBJXBQE/P+DAAfmjmTOVrxFGhat7d2DWLPlqp07AnDlc4RotVkWZE7kGAYnpnoAocWu0540rAktEpuuurEP9NfUlfBl9MuJeL3kh8fLzy8jzex4F3md9n4Ht0uRVROTKi42jOm9D3sJnnPJvt4PNDuK7b2wfl7H3zl58/+f3UpNfxfoKgYMCwf7rjlJuSTnsv7tfanpYmWEYUc7JPIMcOmK0eBVlTuQw9CThIQREiVmjPWtcFV7ElT9pYsqfKVP0VK7OLNxGRTLivo1WrYDFi+3jzvZ7MHtz8fUNRf/+/1hd71i6FGCL1+ZSoABw9qx97ei1lihzojv40mKwO6h7YJui3GQhISFgfUmfPj3ixInjgSOhT5eJqzbjQlyJq4IAy+vC8ruYC/s2OmSIbUgdOgALFsj1eOSzidCq0WJVlDnRdvBQDZEIiBK3RnveuCIGRWQ65egU9Nkp/0Lim9EXB9rIL1R9DvuMROMSIehTkIR4W9NtqJqtKjfkInLlBsdBoaMPjqLUolKSFdvp/arPKyTyTmRTKSA4AEnGJ1HUO93xNAqlKWTTlneFsPAwJB6XGIEfAyXpjY03omYOi9x9vBu1U89o8SrKnGjn8FI1AQiIErNGe9a4KvSIK3/SxJQ/U6boqVzZ/gq2z8JcfH2VezXU0GrTRrn426sXMHWqfUoRzxvOkSMMW7fesbreMW8ewPaEmEvJksCRI/a1o9daosyJ7uBLi8HuoO6BbdJN5oGDRi4TASIgFgH2Kh97pc9cWF6YCRNs91GtnW1lw9agOdGwQ+/RHae49ejhI+cdJNBze09MPzFdsmqerzmW1rGYQwH4/uGLQ/flg7lGlh2Jn/0scrU52CZV147A/NPz0XFLR6mBXMlz4Uq3K3Y3mH1Gdtx4dUOqP/eHuehYWNazW8jJitdeXkPOWTkVKo9+eoS0CdM6qUzmjhKgOdFRYlTf3QQoZt09AtQ+ESACRiawfDnQvLlMIG9e5SluatjUqqVMCz1ypDJtdHSa+/cD5crJNVjy04AA6xbTpwM9e8rXmN3evWo81o8NzYnqx4IWg9WzM5SlKDfZp0+f8Pr1ayRJkgSxY8c21Bhq2Vniqg1d4kpcFQTYjt4ZM+SP2I5f9oqfrcIOB2GHhJjL0KHAqFG2rBy6brRYFWVOdGiQqbLHExAlbo32vHFF4InItPZftbHx2kYJ3xDfIRhdfrQCZ+9/emPa8WnSZ2x3JtulyauIyJUXG0d1Ii7u18xaE2sbrbX777mm65pi5aWVUrMdCnXAvBp2fIdy1FEb9VdcXIFmf8vnHKdJkAaP+zzm3Io6OaPFqyhzorrRJitPJCBKzBrtWeOqWCOu/EkTU/5MmaKnct26FfjhB5lJhgzA/fvOMSpTBjh4UNZgP/dZ7j6OTv3aNYCd/WtZ7t59jrRpI693sD0kAwbINatWBbZtc853d1uLMie6gyMtBruDuge2KcpNFhAQAH9/f/j5+SFx4sQeOBL6dJm4ajMuxJW4Kgj8/DPAUkObS4MGwOrVtiFFfN3Q3vTStpWlGkaLVVHmRAeGmKoKQECUuDXa88YVoSci04JzC+Lc03MSvnk/zEOHwh0UOJddWIYW61tIn7HdmWyXJq8iIldebBzVKb+kPPbd3SeZNUndBLMbzbb777nJRyaj766+kn3B1AVxptMZR91wuv5PO37C1GNy/r8a2WtgU5NNTuvyEDBavIoyJ/IYe9LwDAKixKzRnjWuii7iyp80MeXPlCl6KtfDh4HvvpOZJEwIvH3rHKM8eYDLl2UNtvu4aVP7NFnbbDewZZkzZxcaNSoa6fsxWlQKrAAAIABJREFU23E8fLhcs04d4O+/7WtHr7VEmRPdwZcWg91B3QPbFOUmCwsLM51PwM4LjhkzpgeOhD5dJq7ajAtxJa4KApMnA33lHzJRsSKwc6dtSFWqADt2yPUmTlTq2FawWcNosSrKnGhzYKmCUAREiVujPW9cEYQiMk06PileB7+W8O1ovgOVslZS4Lz68ipyzcql+OzxT4+RJmEaLthF5MoFjAqRlBNT4kXQC8lyZe2VaJi3od1/z/nf9UfZJWUl+9gxY+PtoLeI6xVXhTfqTcr8UQYH78tbQEaUHYFhfsPUC3K0NFq8ijIncgwBktI5AVFi1mjPGleFFXHlT5qY8mfKFD2VK1u0ZYu3luXTJ8DLSz2ndOmAxxYJYrZvB9jPd/aU8HDA2xv48EGuvWdPCMqWjR3p+/GgQcC4cXI9tuDMFp49uYgyJ7pjDGgx2B3UPbBNusk8cNDIZSJABMQisHAh0L693KdixYDjx233kR0Iwg4UMRd2YMiPP9q2oxpREqA5kYLDEwlQ3HriqJHPaggEhgQi0bhECtOr3a4iR/Icis/CwsPgM84H7z6+kz7f3GQzfshukQNOjQNkw5XAs3fPkHpyaoXm9e7XkS1ZNrvbeRvyFonHJUY4wiWbE+1PoGi6onZrOFvxc9hnU7y9//RektrSZAuqZ6/urDTZqyBAc6IKaGTiVgIUs27FT40TASJgcAJs0ZYt3lqWly+BZMnUg4kXDwgOlu2PHQOKF7dfL2tW4PZtuf7atUC9epHte/cGpskn46BtW4D9vOjJheZE9aNHi8Hq2RnKUpSbLCgoCNevX0f27NkRP358Q42hlp0lrtrQJa7EVUGAfbNjqaHNJXt2gB0UYquUKgUcPSrXmjsX6NjRlpVD140Wq6LMiQ4NMlX2eAKixK3RnjeuCDzRmF56fgl5f8+rQBc0OAjxYseLhLPs4rLwv+cvfT7cbzh+KfsLF+yiceUCRYXIntt7UGFpBckynlc8HKx2ELly5HLo7zm2C5ztBjeX2dVmo0vRLio8Umfy74t/8e3sbxXGT/o8QeoEyoVuderOWxktXkWZE50feVLwFAKixKzRnjWuii/iyp80MeXPlCl6KtegoC87cS3LzZsAW5BVU9iO3ojLEtevA9nsf9fRlLaapa82lwEDHmLYsKSRvh936QLMmSPX69oVmDVLjdf6sRFlTnQHUVoMdgd1D2xTlJssMDAQZ86cQaFChZCQJfinwoUAceWCMZIIcSWuCgK7d8OUGtpcUqYEnj2zDalQIeDsWbne4sVAq1a27RyoYbRYFWVOdGCIqaoABESJW6M9b1wReqIx3Xp9K35YKe/uTemdEs/6Wp8v++zogynHpkiYq2erji1Nt3DBLhpXLlBUiPx27Df02tFLsiyYqiCm5prq8N9zzf9ujuUX5Zx4bQu0xcJartsWsfT8UrTc0FLqR/pE6fGg9wMVRLQxMVq8ijInahMNpKpHAqLErNGeNa6KJeLKnzQx5c+UKXoqV5aWOU4cgKWGNpdTp4DChdVxsrbT+MULIHly+/XYXhG2Z8Rcmje/h9mzk0Za72jdGliyRK7Xpw8waZL97eixpihzojvY0mKwO6h7YJt0k3ngoJHLRIAIiEWAfdMsapHOkH0TtcwpE1Vvc+cGrlyRr/71F9CokVhsXNwbmhNdDJya40KA4pYLRhLxAAKzT85Gt23dJE+Lpi2KEx1OWPV85cWVaPp3U+laKu9UYLs1Y8SI4QE9NYaL7Te1x8Kz8qJt6wKt8UetPxzu/LRj09B7R2/JLn+q/DjX+ZzDOmoNem7vieknpkvmtXPWxvpG69XKkZ2TBGhOdBIgmbucAMWsy5FTg0SACBABBQG2H4Mt2JrLrl1ABTl5jUO0Ll0C8ioTGZkWmh05g7hHD2DGDLnZNm2ARYsiu9G4MbBqlfz5kCHA6NEOuau7yjQnqh8SWgxWz85QlnSTGWq4qbNEgAjokQDLQRMxZwzLLRM3bvTefvMNcOuWXGf9eqB2bT320GN8ojnRY4aKHLUgQHFL4WAUAv139cfEIxOl7tb/tj7WNFhjtfs3/ruB7DOzK6497P0Q6RJFOBTMKPB02M8SC0rg+KPjkmeTKk5Cn1J9HPb00P1D8P3DV7KLFSMWAgcFWk0f7rC4HQalF5XGkQdHpJqjy43GkDJD7LCkKloQoDlRC6qkqSUBilkt6ZI2ESACRMA2gRw5AJbK2VzWrAHq17dtZ63GwYNAmTLylUSJgDdvHNMaOxYYPFi2qVIF2L49sgb7+W/jRvnzUaOAoUMda0tvtWlOVD8itBisnp2hLEW5yd68eYMjR46gVKlS8PHxMdQYatlZ4qoNXeJKXBUE2CuI7FVEy/LkCZDaxllzGTIADx/KVtu2AVWrcoVrtFgVZU7kGgQkpnsCosSt0Z43rggs0Zg2WtsIqy+vltD1LdkXEyvJi8OWTMPCw5B0fFK8CZF/fdnQaANq5azlNHrRuDoNRIUAGx+fcT549/GdZL2u9jrEexzP4b/nmAbTYprmcrTdUZRIX0KFZ46ZhIaFItHYRPgQ+kEy3N5sO6p8U8UxIQ1rGy1eRZkTNQwJktYZAVFi1mjPGleFEXHlT5qY8mfKFD2Za/HiwAmLZEPz5wPt26vjxBZnLfdoZM4M3LnjmNYffwBt28o2X3/9FmfOhEda72CLxDt2yPUmTgT69nWsLb3VFmVOdAdXWgx2B3UPbFOUmyw4OBj3799HxowZEdfWbjoPHCd3uUxctSFPXImrgsDHj18OKbEsV68C7PXE6ErEXDZ79gDly3OFa7RYFWVO5BoEJKZ7AqLErdGeN64ILNGYRtxJOqPqDHQv1j1KlN//+T323tkrXR/qOxSjyo9yGr1oXJ0GokLgzus7+Hr61wrLW11vIfR1qKq/53LPzo0rL+SjM2zFhgqXrZpcen4JeX9X5gJ83vc5Unin4NWE0zpGi1dR5kSnB54EPIaAKDFrtGeNqwKMuPInTUz5M2WKnsy1cmVg506ZizOLqosXAyyts7kUKgScPu0Y83/+Ue7zSJ48FA8ehEZa7/DzAw4ckLVnzgS6ySfqONaoTmqLMie6AyctBruDuge2STeZBw4auUwEiIB4BLy9gaAguV/HjgHs9cToCss3Exgo1zh0CChdWjw2LuwRzYkuhE1NcSNAccsNJQnpnECayWnw9N1TyctNjTehRo4aUXodMa00263Jdm1ScT+Bzdc2o+ZfNSVHksRNgv/6/6f6TOdWG1rhz/N/Snqt8rfC4tqLNe/o4nOL0Waj/ItfJp9MuNvrrubtUgNRE6A5kaLD0whQzHraiJG/RIAIiEagUSNgtZx8yJSiecwYdb2cMgXoY3HqyfffA7t3O6Z1/jxQoIBsEyMGwPaQRDx3OOKO5gULgHbtHGtLb7VpTlQ/IrQYrJ6doSxFuclCQ0NNKSlYimgvR05lN9RoO95Z4uo4M3ssiKs9lByv49Fc06YFWGpoc2GvArLXE6MrbDcx+0ZoLqdOAYULOw4uGguPZqqChChzooquk4kHExAlbo32vHFFyInENDg0GPHGxFNgO9/5PPKlyhclSpZSmqWWNpfk8ZOD7dqMwX5RcaKIxNUJDE6Z/nrwVwzZK5+r65vRF3tb7FX999yM4zPQ458ekk95UubBxS4XnfLRHuPu27pj1slZUtV6uephbcO19pi6rI7R4lWUOdFlAUINuZ2AKDFrtGeNqwKHuPInTUz5M2WKnsy1c2dg7lyZS9euwCz5651DwNiZvZYLyQ0aKBea7RF7/hxIlUpZ8949lj3HS/Fh/vzAhQvyR8uWAc2a2dOCfuuIMie6gzAtBruDuge2KcpNFhAQAH9/f/j5+SFx4sQeOBL6dJm4ajMuxJW4RiLw7bfAv//KH//1F8BeT4yqhIcDMWMqr168COTJwxWu0WJVlDmRaxCQmO4JiBK3RnveuCKwRGJ6478byD4zuwJbwIAA+MT1iRLl7de3kXV6VsX1e73uIaNPRqfwi8TVKRBOGDdd1xQrL62UFLoW6Yoxpceo/nvu6IOjKLWolKQXM0ZMvB34Ft5feTvhpW3TiKnLfy3/Kwb5DrJt6MIaRotXUeZEF4YINeVmAqLErNGeNa4KG+LKnzQx5c+UKXoy14EDgfHjZS5NmwLLl6vjxNI0z54t23bsqFxotkc1LOzLSXKhoXLtffsCUbZsQoV59uzAjRvyR2vXAvXq2dOCfuuIMie6gzAtBruDuge2KcpN9vnzZwQFBSF+/PiIFSuWB46EPl0mrtqMC3ElrpEIlCoFHD0qf8xeS2TfGqMqISFAxPPRr18HsmXjCtdosSrKnMg1CEhM9wREiVujPW9cEVgiMd19ezcqLq0oYfOJ44OAgQHRYgwPD0eyCcnwOvi1VG9dw3Wom6uuU/hF4uoUCCeM8/2eDxefyzt3Z1ebjY6FOqr+ey7oUxASjU2Ez+GfJa8OtTmE0hm1Oz7j0+dPSDg2IUI+h0ht7my+ExWzynHqBCJupkaLV1HmRG4BQEK6JyBKzBrtWeOqwCKu/EkTU/5MmaIncx03Dhhk8S5ftWrA1q3qODVpArC9HebCFprHjnVcK3164NEj2W7Dhs+oVUu53pExI/DggVyH+cx89+QiypzojjGgxWB3UPfANukm88BBI5eJABEQj0DVqgBLDW0u7LXE/v2j7ufbt4BPhN1Q9+4B7NsgFdUEaE5UjY4M3UiA4taN8KlplxFYeGYh2m9uL7XH0kOzNNG2CltAZgvJ5jLou0H49ftfbZnRdQ0JsEVU71+98Snsk9TKwTYH8V3G75xqNeIC87TK09CzRE+nNKMzPv/0PArMtTjQDTCde5w0XlLN2iRh2wRoTrTNiGroiwDFrL7Gg7whAkTAeATmzAG6dJH7XbIkcOSIOg5VqgA7dsi2EyYA/fo5rlWkCHD6tGw3fz7QXv5TyHQhZUrgxQu5zp49QPnyjrelJwuaE9WPBi0Gq2dnKEtRbrIPHz7g1q1byJo1K+LFU54nZqgB5dxZ4soZ6P/liCtxjUQg4uuD7LXEX6P5sdraISLPnn35NsixGC1WRZkTOYYASXkAAVHi1mjPG1eElkhMh+0bhlEHRknYamSvgU1NNtnEOGj3IIw7PE6qV/HritjZYqdNu+gqiMTVKRAqjS8/v4w8vyuPtXjV/xXiIq5Tf8+13dgWf5z7Q/KqRb4W+LPOnyq9tG0W8QWFr5N8jVs9btk2dHENo8WrKHOii8OEmnMjAVFi1mjPGleFDHHlT5qY8mfKFD2ZK9vJy36SM5dcuYArV9RxKlYMOHlStrW2iGuPco0awJYtcs2ff/6EkSNjK0wTJQICA+WPDh8GWNJBTy6izInuGANaDHYHdQ9sU5Sb7O3btzh16hSKFCmCROxpSIULAeLKBWMkEeJKXCMRYK8hstcRzaVrV2DWrKhBsVwwEXcBBwRE3i3sJGqjxaooc6KTw07mHkZAlLg12vPGFWEmEtNWG1rhz/Pywl73ot0xo9oMmxjXXVmH+mvqS/XYrs2X/V4iRowYNm2jqiASV9UQnDBcdWkVGq9rLCmkS5gOD396CGe5zj45G922dZN0cyXPhSvdVP6SZ0f/umzpgjmn5e9uDXM3xKr6q+ywdG0VZ7m61lvnWxNlTnSeBCl4CgFRYtZozxpXxRdx5U+amPJnyhQ9mSvbyct29JpLmjTA48fqOLGT227elG3XrQPqqjihhp0axxaSzaVdu49YsOArhVOxYyvPFT5zBihYUJ3ferESZU50B09aDHYHdQ9sk24yDxw0cpkIEAHxCLCdwOygEnNp2hRYvjzqfrJvlxHPB/7wIfI5wuKR0rRHNCdqipfENSJAcasRWJLVFYGyi8vC/56/5NPEihPRt1Rfmz7eC7iHzL9lVtS73eM2siTJYtOWKmhDYOjeoRhzcIwkXuWbKtjebLvTjZ14dALFFxSXdGIgBt4MfIOEcRI6rW1NoOj8ojj1+JR0aXyF8ehfOpojPjTxgkQjEqA5kWLC0whQzHraiJG/RIAIiEbg+HGgRAm5VyzhaFCQul4mSwa8eiXb7t0LlCvnuNbw4cDIkbJd7drA+vXyv0NDAbYYbFnYbma2q9mTC82J6kePFoPVszOUJd1khhpu6iwRIAJ6JcAWgtmCsLlUqwZs3Rq1t5cvA3mUKRbx+TMQM6Zee+gRftGc6BHDRE5GIEBxSyFhBAJZfsuCuwF3pa6urr8aDXI3sNn18PBwpJyUEi+DXjpsa1OcKqgiUPuv2th4baNk27dkX0ysNFGVlqVRcGgwEo5NiNCwUOlj/9b+KJOpjNPaEQU+fv5oaov911z2tNyD8lk8/KA27qRcL0hzouuZU4vOEaCYdY4fWRMBIkAEnCVw7RqQM6dSJTgYiBPHMeWwMMDLCwgPl+3OnQPy53dMh9WOeI5x8eLAsWOyzvv3QIIESt3bt4EsHv6+K82JjseK2YIWg9WzM5SlKDcZS0dx7NgxlChRgtJEc4xg4soRpoUUcSWukQhE/KZXujRw6FDUoFj+l8KF5evslcCP8g+SvAgbLVZFmRN5jT/peAYBUeLWaM8bV0SXKEw/h31G3DFxFYt8x9sfR7F0xezCWGVZFey4tUOq279Uf4yvON4uW2uVROGqGoCThlmnZ8Xt17cllcW1FqNVgVam9ILO/j1XcG5BnHt6TtKeXGkyfir5k5MeRzY/8+QMCs+z+B4G4PWA10gcNzH3tpwV5MHVWR9caS/KnOhKZtSWewmIErNGe9a4KmqIK3/SxJQ/U6boyVyfPQNSp1ZyefoUSJXKMVbs5LYkSZQ29+5FPuHNHtUNG4A6deSaGTKE4f59efPHf/8ByZMrlVhqa5bi2pOLKHOiO8aAFoPdQd0D2xTlJmMH1d+9exeZM2dGPJbPgQoXAsSVC8ZIIsSVuEYi8NdfQJMm8se5cwOXLkUN6sgRgC0Ym0vChOzbN3ewRotVUeZE7oFAgromIErcGu1544qgEoXpgzcPkHFaRgWyp32eIlUC+36hiZiWmO3eZLs41RZRuKrtvzN27z++R4Kxym0MpzueRqE0hcCDa4dNHbDg7ALJxaZ5m2J53WiO3VDZmXmn56HTlk6Sdbak2XD9x+sq1bQ148FVWw/5qosyJ/KlQmp6JiBKzBrtWeOqmCKu/EkTU/5MmaIncw0JiXzi2tWrQI4cjrFiO3OzZlXaBAZG3sFrj2rE1NVffRWO4OAYiBHji/XDh0CGDEql16+BxPp7L9Ge7kp1RJkTHeo0p8q0GMwJpOgydJOJPsLUPyJABDyCwPbtAEsNbS7p0n35dhdV2bcPKG+RipC9EvjihUd0Vc9O0pyo59Eh36IiQHFLsSE6gUP3D8H3D1+pm3G94iJocBBimH8NsQFgw9UNqLNKfrXeJ46PaRenvfai83Vl/04+OoliC+Qd3TFjxMS7Qe8QLzafl3nnnpqLzls7S13Kniw7rnW/xr2LHTd3xPwz8yXdxnkaY2W9ldzbIUHHCdCc6DgzsnAvAYpZ9/Kn1okAESACjED8+GxBW2bBUjKz1MyOlNOngSJFZAuWwI8tNNv5J4uiqfv3gUyZlK2z3cBJk3757OZNIFs25XXmf9y4jnisv7o0J6ofE1oMVs/OUJai3GShoaF49+4dEiRIAC+WoJ8KFwLElQvGSCLElbhGInD0KFCqlPyxtzfw7l3UoP75B6haVb5ua/FYJXKjxaooc6LK4SYzDyUgStwa7XnjinAThenyC8vRfH1zCZmjC3wP3z5EhqnKV+dv/HgD3yT9RtUwiMJVVeedNFp0dhHabWpndSx5cD39+DSKzLf4FQ5AwIAA+MT1cdJzpXmhuYVw9ulZ6cNJFSehT6k+XNvgJcaDKy9fXKEjypzoClbUhj4IiBKzRnvWuCp6iCt/0sSUP1Om6Olc06YFnjyR2bCf3CpXdozVrl1ApUqyTcqUAEtBraawU+AinlnMkgeyJIKssP+fN69SmZ1ZrGbhWY1/WtmIMidqxSc6XVoMdgd1D2xTlJssICAA/v7+8PPzQ2JPz4mgozgirtoMBnElrpEI/Psv8O23yo8/fQKierll40agdm25/tdfA7ducQdrtFgVZU7kHggkqGsCosSt0Z43rggqUZiOOTAGQ/cNlZBVyloJO5rLZwDbYhkeHo7Uk1Pj+fvnUlW2i5Pt5lRTROGqpu/O2vy04ydMPTZVkqmbqy7WNVxn+jcPriGhIUg4NiE+hX2S2tjbci/KZSnnrOuSfXBoMBKNTaRoY3+r/fDL7MetDZ5CPLjy9EdrLVHmRK05kb5+CIgSs0Z71rgqgogrf9LElD9TXt/jtPHMPlX2cxz7Wc5cVq4EGjv4p8KqVUqbnDmVmvZ5ItdiCQDZbmBzYYvNFSp8+dfJk0AxOdmOaeE4ONjRFvRXX5Q50R1kaTHYHdQ9sE1RbjJPfwNJr6FDXLUZGeJKXCMRePwYYLt7LcvLl0CyZNZhRfyWmSsXcOUKd7BGi1VR5kTugUCCuiYgStwa7XnjiqAShWnElLwdCnXAvBrzHEJYfUV1bLuxTbLpU7IPJlWa5JCGubIoXFV13kmjSksrYdftXZLKsDLDMKLcCNO/eXEtMq8ITj85LbUxseJE9C3V10nPZfOIqa5jIAYCBgYgUZxE3NrgKcSLK0+ftNQSZU7UkhFp64uAKDFrtGeNq6KIuPInTUz5M+X5PU4b72yrli4NHDki1/v9d6CzfPKIbQEAc+YAXbrIVUuWVGraJWJRie38ZTuAzeXPP4EWLb786+BBoEwZ+RrbF8fODPb0Isqc6I5xoMVgd1D3wDbpJvPAQSOXiQAREI9AUBDAUkNbFnYISNas1vvKvgW2aiVfK1gQOHNGPC4u7hHNiS4GTs1xIUBxywUjieiYQOVllbHz1k7Jw9HlRmNImSEOeTx833CMPDBSsimbuSz2tdrnkAZVdp5Amslp8PTdU0loTYM1qP9tfeeFLRQ6b+mMuafnSp80yt0If9X/i1sbv5/8HV23dZX0cibPiX+7WWwl4dYSCakhQHOiGmpk404CFLPupE9tEwEiQAS+EKheHdgmvzeKsWOBgQMdo/Prr8AQiz9RmOaWLY5pWNauWBHYvVv+ZMIEoF+/L/+OmJI6dWplmmv1rbrXkuZE9fxpMVg9O0NZinKTffjwAXfv3kXmzJkRL148Q42hlp0lrtrQJa7ENRKB8PAvB4Kw1NDmcvo0UKiQdVjz5wMdO8rXSpQA2LnDnIvRYlWUOZFzGJCczgmIErdGe964IqyiYhoQHIALzy6gSNoiiB87vitccaqNnDNz4tp/1ySNpXWWonk++Qxhe8Q3X9uMmn/VlKom/CqhaTdnzBgx7TFX1KFYdRiZyeBl0EukmJhCYcwWUdliKiu8uC44swAdNneQ2smaJCtu9ripzmkrVu02tsOic4ukK83yNsOyusu46fMW4sWVt19a6YkyJ2rFh3T1R0CUmDXas8ZVkURc+ZMmpvyZ8vwep413tlWbNQNWrJDrDRgAjBtn286yBluonWSReIjt4mX7ONSWli2BpUtl6969gSlTvvx782agpvynDTJnBu7cUduSfuxEmRPdQZQWg91B3QPbFOUme/v2LY4dO4YSJUogUSJ9pujywPAAcdVm1IgrcbVKIGVK4MUL+dKePUD58tZhzZwJ/PijfM3PD9i/nztYo8WqKHMi90AgQV0TECVujfa8cUVQWWO68MxC/Lj9R3wI/QC2SHa8/XEkix/FkQSucNJGG+y8X+9fvU3+msuB1gfgm8nXIe8eBz5GuinK4xiudruKHMlzOKTDKlOsOozMZOB/1x9ll5SVjOPEioN3g9/BK6aX6TNeXM8+OYtC85Qv073q/wpJ4iVR53gEq/xz8ptepjCXqZWnoleJXly0tRDhxVUL37TQFGVO1IINaeqTgCgxa7RnjauiibjyJ01M+TPl+T1OG+9sq3brBsyeLddjey/myolmbAsAaNcOWCS/L4gePYDffrPL1GoltiDNdgObCzvDmJ1lzMrq1UCjRvI1jU6OU++8SktR5kSV3XfKjBaDncJnHGO6yYwz1tRTIkAEdE4gWzaApYY2l3XrgLp1rTs9eTLQ1+L8u0qVgB07dN5B/btHc6L+x4g8jEyA4paiwh4CoWGh6LuzL347rvxFol+pfphQ0eJXBnvEXFjn+fvnSDUplaLFe73uIaNPRoe9SDs5LZ68eyLZLauzDM3yNXNYhwzUEZh5YqbpRQRzKZC6AM52OqtOLBqrj58/ItHYRAj5HCLV2tViFyp8XcHptj58+oCEYxPic/hnSetgm4P4LuN3TmuTAB8CNCfy4UgqriNAMes61tQSESACRCAqAiy9M0vzbC4NGwKrVjnGq04dYMMG2eaXX4Dhwx3TsKw9bRrAdgObi+UeEFFPjqM5UX280GKwenaGsqSbzFDDTZ0lAkRAzwSKFgVOnZI9ZK8Utmlj3eMxY4ChQ+VrNWoAmzbpuXce4RvNiR4xTORkBAIUtxQStgi8/vAajdY2wq7buyJVTR4/OR72fog4XnFsybjl+slHJ1FsQTGp7VgxYiF4aLC0m9QRp2qurInN1zdLJr2K98LUKlMdkaC6ThCIeJYvS/XNUn5rUYovKI4Tj05I0uO+H4cB3w1wuqljD4+h5MKSkg5LM/5m4Bsk+CqB09okwIcAzYl8OJKK6whQzLqONbVEBIgAEYiKAEvvbD6Pl9VRs9+ibFnA319uge0KZruD1Ra2GM12A5tL9uzAtf+fnDNvHtCpk3ytZEngyBG1LenHjuZE9WNBi8Hq2RnKUpSbjKX5OHXqFIoUKUJpojlGMHHlCNNCirgSV6sEKlYEdu+WL7HDQCxfA7Q0GjYMGDVK/qRBgy95YjgXo8WqKHMi5zAgOZ0TECVujfa8cUVYMabrD6zH6NujcfN11Gemrqi7Ak3yNnGFSw63sfbMKDgoAAAgAElEQVTKWjRY00Cyy+STCXd73XVYhxmM9B+J4fvl1/N9M/riQJsDDmtRrDqMzGRQelFpHHkg/0o1vsJ49C/dXxLjybXb1m6YfUrO9Vf/2/pY02CNOsctrCLubs6dIjcudb3ktK6WAjy5auknL21R5kRePEhH/wREiVmjPWtcFVnElT9pYsqfKVP0dK4LFgAdOshsihUDjh93jFW+fMDFi7INO++3eXPHNCxrHzgAsN3A5pIwIeP85V/TpwM9e8rXypUD9u5V35ZeLEWZE93BkxaD3UHdA9sU5Sb78OEDbt26haxZsyJevHgeOBL6dJm4ajMuxJW4WiVQvz7AUkObC1vwHTHCOqyIh4ewb5jsmybnYrRYFWVO5BwGJKdzAqLErdGeN64Iq01XNqH5huYI/BQYbXNlMpWBf2uL19hd4ZydbUw+Mhl9d8nHIjjj67Yb21B9RXWpZe/Y3qZdnbFixrLTmy/VKFYdwmWqzM5+Tjw+Md6G/P8XLABbm25FtWzVJDGeXBedXYR2m9pJ2pkTZ8adnnccdzyCResNrbHk/BLp05b5W2JJbfnfTjeggQBPrhq4x11SlDmROxgS1C0BUWLWaM8aVwUUceVPmpjyZyrC9+O1awG2x8Jc2Clu1687xipDBuDhQ9lmyxaguvynh2Ni+NJ+jhxKs3fvAG9vYPx4YOBA+Vq1asDWrQ43oTsDUeZEd4ClxWB3UPfANukm88BBI5eJABEQk0D79sDChXLfWD4ZllfGWunVS3mtXTuAvcpIxSkCNCc6hY+M3USA4tZN4HXcLFt4m3psKvrt6oew8DCFp6m8U4EtYE08MlHx+ZWuV5ArRS7d9arH9h6YcWKG5FeLfC3wZ50/Vfn57N0zpJ6cWmF7uetlfJviW1V6ZGQ/gQdvHiDjNOU5z2rPfran1QvPLiD/nPyKqi/7vUSy+MnsMY+yTp7ZeXD5xWXp+vQq0/FjcfkcZKfEyZgLAZoTuWAkERcSoJh1IWxqiggQASIQBQGWpI8l6zOXFCmA588dw8UWaYOCZBuWtpmlb1ZbAgOBRImU1jdvAlmzftk3ws4kNpe6dZV7S9S26W47mhPVjwAtBqtnZyhLUW6yz58/IygoCPHjx0esWI693W+oAXews8TVQWB2VieudoJysJrHc+3bF5g8We51q1bA4sXWKXTpAsyZI1/r2hWYNctBYrarezxT211U1BBlTnSw21TdwwmIErdGe95oFXYhoSHovLUzFp+LPH8USlMIGxtvRErvlEg/JT1eBL2Q3OhZvCemVZmmlVuqdWv9VQubrm2S7If6DsWo8hbHJDionGFqBjx8K7+yz3Z1ssVxRwrFqiO0vtSNuCs7UZxECBgQgBgxYkhiPLmGhoUi4diECA4NlvR3NN+BSlkrOe78/y3ef3yPROMSKV6wONL2CEpmcOJXPtXe2G/Ik6v9rbqvpihzovsIUsuuJiBKzBrtWeOqOCGu/EkTU/5MmaKncz19GihSRGYTOzYQEgJYfFWNFhyrGzeussrVq5F39jpKP0GCcLx/L39fPngQ+O47YNAgYNw4Wa1pU2D5ckfV9VdflDnRHWRpMdgd1D2wTVFusoCAAPj7+8PPzw+JEyf2wJHQp8vEVZtxIa7E1SqB0aOBn3+WL9WqBWzYYB1WmzbKhWJ2tjA7Y5hzMVqsijIncg4DktM5AVHi1mjPGy3Ciu18rbu6ruJcVnM7DXM3xB+1/kD82PFNHw3cPRDjD4+X3EgcNzEe//QY8WLr67iVAnMK4Pyz85Kf82vMR/tC7VXjq7OqDjZclefWHsV64LeqUWThiKIVilXH8U84PAEDdg+QDEtlKIXDbQ8rhHhzLbWwFI4+PCq1Mab8GAz2Hey48/+3OHz/ML774zvJPlaMWHg76K10T6kW1tiQN1eN3XVaXpQ50WkQJOAxBESJWaM9a1wVYMSVP2liyp8pU/R0rrduAd98o2Tz/j0Q/8ufTjbL06dAmjTKas+eASlT2jSNtkLWrJ9x+7a86W316i/prCMmC2zbVplo0LlW3WctypzoDoK0GOwO6h7Ypig3WWhoKN68eQMfHx94eXl54Ejo02Xiqs24EFfiapXAjBkASw1tLn5+wP791mGx1/5WrpSvsdcCf/2VO1ijxaoocyL3QCBBXRMQJW6N9rzhHVRnn5wF20X74O2DSNIj/EbgZ7+fFbswb726hW9mKH/xWFxrMVoVaMXbNaf0koxPgoDgAEljZ/OdqJjVIoebg+pjDozB0H1DJStri5K2JClWbRGKfL3l+pZYemGpdKFjoY6YW2OuoiJvrhFTjNfJWQd/N/rbcef/b/Hbsd/Qa0cvyT5vyry40OWCaj1XGfLm6iq/1bYjypyotv9k53kERIlZoz1rXBVpxJU/aWLKnylT9HSu//0HJE+uZPPoEZA2rX28rlwBcudW1v34EWA7jJ0pvr7hOHRI3hnMTpJjPxt27gzMtfgq3a0bMHOmMy3pw1aUOdEdNGkx2B3UPbBNusk8cNDIZSJABMQksHQp0NIiVWWBAsDZs9b7Wq8e8LfFD5rssJDhw8Xk4sJe0ZzoQtjUFDcCFLfcUHqs0Nora9FqQysEfbI4pAqAd2xvLK2zFHVy1bHat8rLKmPnrZ3StRLpS+BoO3knpbuBvA15C59xPgo3rnW/huzJsqt2bcfNHaiyvIpkH88rnml3p1dMeplUNVQ7DAvOLYhzT89JNWdUnYHuxbrbYam+ypJzS9B6Y2tJIEOiDLjf+75qwRbrW2DZhWWSfZsCbbCo1iLVemSoDQGaE7XhSqraEaCY1Y4tKRMBIkAE7CUQGhp54fbSpcgLvFHpHT78JX2zuSRIALAzf50tjRoBbDewuQwcCIwdC7RuDSxZIn/epw8waZKzrbnfnuZE9WNAi8Hq2RnKUpSbLDg4GPfv30fGjBkRN2KSfkONKN/OEle+PM1qxJW4WiWweTNQs6Z8KXNm4M4d67B++AHYulW+xr4Nsm+FnIvRYlWUOZFzGJCczgmIErdGe97wCKuw8DCM9B+JEf4jIsll8smENXXXwCfYJ8rvx3//+zfqra6nsD3X6Rzyp87Pwz2nNS4+u4h8c/IpdD4M+YC4XhEO5HKgpZdBL5FiYgqFxYXOF5A3VV67VShW7UZlqsjO703wawKEfA6RDPe12oeymcsqhHhzvfz8MvL8nkfRxrO+z0xnZqsp3876Fv++/FcynVVtFroW7apGyqU2vLm61HkVjYkyJ6roOpl4KAFRYtZozxpXhRtx5U+amPJnyhRF4JookXIB99AhoHRp+3hF/DkvY0bg3j37bKOr1a1bKGbPll9aZYvAf/wBNG4MrFolWw4ZArCT5zy9iDInumMcaDHYHdQ9sE1RbjKWIvrIkSMoVaqUKVU0FT4EiCsfjhFViCtxtUrgwAGApYY2F3b++evX1mFVrAjs3i1fY+cFs3ODORejxaoocyLnMCA5nRMQJW6N9rxxNqzef3xv2g287t91kaR8M/pibcO1iBMaJ9rvx58+f0KmaZnw5N0TSaNLkS6YXX22s+5xsd9yfQtqrKwhaaVOkBpP+si+qm0k87TMuPdG/nVmUc1FaFOwjd1yFKt2ozJVvPryKnLNyqUwetHvBZLHV+bi4831c9hnJBqXSLFjflvTbaiarapjHQAQGBJo2qUejnDJ9nj74yiWrpjDWq424M3V1f472p4oc6Kj/ab6nktAlJg12rPGVRFHXPmTJqb8mTJFEbiyBdwHFifubNkCVK9uH68//wRaWZy2E12iP/sUv9T65ZdgjBghvwhbuTLwzz9ArVrApk2yElsIZgvCnl5EmRPdMQ60GOwO6h7YJt1kHjho5DIRIAJiErhwAchvsRsrZkzg0yeA/Tdi8fUF2GuK5jJrFtBV/7tT9D5wNCfqfYTIP2sEKG6NFxf339w3nQ9smXbXTKF9wfaYVX0Wvor1lV1ghu0bhlEHRkl1E36VEI/7PEaCrxLYZa9lpZknZuLH7T9KTRRPVxzH2h9zusn6q+srFtG7Fe2GmdUEOGTLaTLaCLA05g3WNJDEeS3q2+Ot7x++OHRf/r40suxI0/nZjpYD9w7Ab7H8wh5LKx44KNCpXeqO+kD17SNAc6J9nKiWfghQzOpnLMgTIkAEjE0gXz7g4kWZwbJlQLNm9jGZNk25P6NcOWDvXvtso6vFUkGz3cDmwnw8fx5gi8I75dN+TCmiWapoTy80J6ofQVoMVs/OUJZ0kxlquKmzRIAI6JnA/ftApkxKD9+8AViumoilWDHg5En504ULgbZt9dw7j/CN5kSPGCZyMgIBvcbtx88f8fTdU7CFH3sXJmlwbRM4fP8w6q6ui+fvnysqx4wRE1MrT8WPxX5EjBgxbAv9vwZbWM7yWxawlNPmMu+HeehQuIPdGlpV7LezHyYdlQ+/api7IVbVt8iHprLhcYfGYdCeQZI1r0Vmle4Ib/bL/l8UqcwrfF0Bu1rsckm/e/3TC78d/01qq3yW8phYcaLDbf916S9MPCLbFUhdAGc7nXVYhwy0J6DXOVH7nlMLnkqAYtZTR478JgJEQDQCZcoABw/KvZoxA+je3b5eDhsGjJLfr0W9esDatfbZRleLLfiyhV9zSZECeP78S1JBllzQXGbOBLp1c749dyvQnKh+BGgxWD07Q1mKcpMFBgbizJkzKFSoEBImTGioMdSys8RVG7rElbhaJcAWfllqaMvCDhlhuWoiFraDmO0kNhdHXll0AL/RYlWUOdGBIaaqAhDQY9yyReDyS8qbztfMkzIP9rTcY/OcTqM9b9SE3o6bO0xpkz+FfVKYJ46bGKvrr0bFrBUVn9vLlGmylMzmUjhNYZzqeEqNi1xtGq5piDVX1kia/Ur1w4SKE5xuY9etXai0rJKkEydWHNMuz9ixYtulbS9Xu8QMUImdS83OpzaX3iV6Y0rlKZF6rgXXZReWocX6Ftwpsx3482vO566rhaAWXLXwk5emHudEXn0jHTEJiBKzRnvWuCoaiSt/0sSUP1OmKALXmjUBdvavubDF3aFD7eP1448AW5A1l/btgfkcvioeO/YeJUt6K5z4+PHLWcaW+0MWLADatbPPVz3XEmVOdAdjWgx2B3UPbFOUmywoKAjXr19H9uzZET9+fA8cCX26TFy1GRfiSlytEggLA7y8gHD5PDpT/heWByZiyZkTuHZN/nTNGqB+fe5gjRarosyJ3AOBBHVNQI9x+/PenzH64GiJmz2pWY32vFETVCUXlsSxh8o0yTmS5cCmJpuQPVn2SJL2Mo14Ni8TOtnhJIqkLaLGTW42xRcUx4lHJyS9mVVnolsx5195f/XhFZJNSKbwk+3yZLs97Sn2crVHywh1cszMgev/XZe6urDmQrQtGDmbiRZcrZ1XzIP5nOpz0KlIJx5SmmtowVVzp51oQI9zohPdIVMDEBAlZo32rHFVaBJX/qSJKX+mTFEEruzMX3b2r7mwtMss/bI9haWTXrFCrtm/PzB+vD2W0de5dy8ImTMr1zkePgSqVlWmtF6+HGja1Pn23K0gypzoDo60GOwO6h7YJt1kHjho5DIRIALiEkiSBAgIkPvH8r6w84EjlixZgLt35U83bQJq1BCXi4t6RnOii0BTM1wJ6DFuKy6tiN23d0v9rJmjJjY23si130YTCw0LRYJfEyDkc4jU9SrfVMHKeivBdgY7Uz6HfTalin7w9oEko4edj6knpcaz988knzY32Ywfsv/gTFcl26zTs+L269vSvxfUWIB2hQR4nZ4LHX4iHz59QIKxCRRpyI+3P45i6YrxayQaJZb+PPO0zIrY5tHwte7XrL6AwUObNJwjoMc50bkekbXoBChmRR9h6h8RIAKeQqBnT2D6dNlbttOW7bi1p1SrBmzfLtccNw4YMMAey+jrsD0jceIAoaFyPbYjmC383rghf7ZuHVC3rvPtuVuB5kT1I0CLwerZGcpSlJssLCwMISEhiBMnDmLGjGmoMdSys8RVG7rElbhGScDeRd40aYCnT2UZdpBIRWV6UB6UjRarosyJPMaeNDyHgB7jNs3kNKbzgs2F7V692v1qtFCN9rxxNMKuvbyGnLNyKsxe9HuB5PGTRynlCNNR/qMwbP8wSSt+7Ph4/NNj+MT1cdRVLvWDQ4MRb0w8hdaFzheQN1VeLvqN1jbC6surJa3OhTvj9x9+t0vbEa52CQpc6cyTMyg8r7Cih+8GvYP3V8p0d6yCVlz3392PLlu74M7rO06TThovKfqX7o9eJXo5reUqAa24usp/R9vR45zoaB+ovrEIiBKzRnvWuCpKiSt/0sSUP1Mtv8dp46111eHDgZEj5WtscZUtstpTSpQAjh+Xa86dC3TsaI9l9HVYvLKT4x49ktc62F4Qdj7wA/k9XmzdCrAFaU8vosyJ7hgHWgx2B3UPbFOUmywgIAD+/v7w8/ND4ohnbnrguOjFZeKqzUgQV+IaJYECBWBKDW0uLEdNCytn3SVNCrx+Ldfz9wfKlOEO1mixKsqcyD0QSFDXBPQWty+DXiLFxBQKZl4xvRA0OCjaM1mN9rxxNKjWXVmH+mvk4wBSJ0iNJ32eRCvjCNPHgY+RcWpGfA7/LGnySsvsaF9ZfZZWmKUXtixvBr5BojiJ1MhFspl4eCL67+4vfc5SYrPU2PYUR7jaoydynT/P/4lWG1pJXfw6yde41eOW1S4TV20iwWhc9TYnajOqpCoSAVFi1mjPGlfFIHHlT5qY8mfKFEXgOnUq8NNPMp/y5YE9e+zjlSMHcF0+FQW8TnJjXIsVC8eNG0kkR9hC85AhwMuXsm/MT+avpxdR5kR3jAMtBruDuge2KcpN9unTJ7x+/RpJkiRB7NixPXAk9OkycdVmXIgrcY2SQNmyAFvYNZcZM4Du3SNX9/Zmh7LInx87BhQvzh2s0WJVlDmReyCQoK4J6C1u2S68ckvKRWJ2vft1ZEuWLUqWRnveOBpUv+z/BSP8R0hmFb6ugF0tdkUr4yjTuqvqYv3V9ZJm3pR5cb7zecSIEcNRd52uv+vWLlRaVknSYamwXw+weAnKyRb23tmL7//8XlKJHTM2AgcFIo5XHJvKjnK1KShwhX47+2HSUfmwtVo5amFD4w1We0xctQkEo3HV25yozaiSqkgERIlZoz1rXBWDxJU/aWLKnylTFIHr4sVAmzYyn0KFgNOn7eOVIoVycXb3buB7+U8N+0Ss1GJca9QIw44d8t8ov/zy5Szjd+9kgyNHgJIlVTejG0NR5kR3AKXFYHdQ98A26SbzwEEjl4kAERCXQO3awEaLczVHjQKGDo3cXy8v4LO8ewtnzwJsVzEVpwjQnOgUPjJ2EwG9xe3MEzPx4/YfI9Hged6rm1C7tdn6q+tj3b9ynrJexXthapWpXH3aeWsnKi+rrNA83PYwSmUoxbUde8QWnFmADps7SFXzp8qPc53P2WNqV52A4AAkGS+/Yc+MTnU4hcJplSmN7RKjSlESqLq8Kv65+Y90fYjvEIwuP5qIEQHNCOhtTtSsoyQsDAGKWWGGkjpCBIiAhxPYsAGoU0fuxNdfA7esJ7RR9DQ8HGD70ix/ojtzBihYkA+Qzp0BthvYXDp1AhYuVJ4jzLM9Pl6rU6E5UR03ZkWLwerZGcpSlJuMnRfM+pI+fXrTucFU+BAgrnw4RlQhrsQ1SgKtWgEsNbS59Onz5ZU/yxIa+uWbpmW5cgXIlYs7WKPFqihzIvdAIEFdE9Bb3Hba3AnzzsyLxGxSxUnoU6pPlCyN9rxxNKhYymSWOtlcFtZciLYF20Yr4yjTsPAwZJuRDbdf35Z0W+ZviSW1lzjqrtP1f977M0YflBcNa+aoiY2NLV6WcroFIPuM7Ljx6oakNPeHuehY2PbhXo5y5eCqx0pkmJoBD98+lPxfWW8lGudpbLU/xFWbYTYaV73NidqMKqmKRECUmDXas8ZVMUhc+ZMmpvyZMkURuO7fD5SzSHDFTmf77z/bvN6+BXx8lPXu3AEyZ7Zta6sG49qv33vMmJFUqlq9OkxnBFsWjX4StOUe9+uizIncwdghSIvBdkCiKjAtoGbIkMGE4sGDB6bFVE8sb968wcGDB+Hr6wufiE9gT+yQTnwmrtoMBHElrlES6NkTmD5dvty+PTB/vrL6+/dAggTKz27fBrJk4Q7WaLEqypzIPRBIUNcE9Ba3pReVxpEHRyIx61CoA+bViLxIbK5otOeNI0H14dMHJBibAGyx1lyOtz+OYumKRSujhun4Q+MxcM9ASTdOrDh43OcxksaTf4BwxHe1dVuub4mlF5ZK5j8W+xHTq1rMj2qFLeyarmuKlZdWSp/YilGKVcegv/7wGkknKOPmUpdLyJ0yt1UhNfHqmEfGrG00rnqbE40ZddRrRwiIErNGe9Y4MsbO1CWuztCzbktM+TNliiJwPXdOuZs3ZkyW/hpg/42u3L0b+ee4N2+ARImcZ824Dh58D7Nn55PEcucGLl9WavNafHbeY+cURJkTnaOgzpoWg9VxM5wV3WSGG3LqMBEgAnomMHw4MHKk7GH9+sCaNUqPX70CkiVTfvboEZA2rZ575hG+0ZzoEcNETkYgoKe4DQ8PR+LxifE25G2kcSqTqQz8W1uciU4jaTeBs0/OotC8Qor67wa9g/dX3nZr2Fvx+fvnSD8lPT6FfZJMplaeil4letkrwaWe32I/HLh3QNKytbNcTaOTj0xG3119JdOCqQviTKczaqTIxgqBQ/cPwfcPX+kKO5f53eB3+CrWV8SLCGhGQE9zomadJGGhCFDMCjWc1BkiQAQ8mMC9e5F389qzqMtObWPnC5tLrFhfFpFjxOADY9MmoFYtWSt+fCAoSKn95AmQOjWf9typQnOievq0GKyenaEs6SYz1HBTZ4kAEdA7gSlTAJYa2lwqVAB27Yr8LS/iwu/Ll5EXiPXeVx36R3OiDgeFXLJJQE9xe//NfWSalsmqz6m8U+Fp36c2+0MVIhP48/yfaLWhlXTh6yRf41YPOw6wUgmz8drGWHV5lWSdI1kO/NvtX8Tg9YuGHX5lnpYZ997ck2quabAG9b+tb4el/VX87/qj7JKykoFXTC8EDgpEXK+49otQzSgJzDk1B122dpGu50mZBxe7XCRiREBTAnqaEzXtKIkLQ4BiVpihpI4QASLg4QTYwm/ixMpOsAXijBmj79iePQD76c5ckicHXrzgB+PkSaBY9Amh8Pp1ZN/5eeA6JZoT1bOmxWD17AxlKcpN9u7dO5w7dw4FChRAgojpUw01onw7S1z58jSrEVfiGiWBRYuAdu3ky0WLAidOKKtby0ETGBg5dTQHzEaLVVHmRA5DTxIeREBPcbvtxjZUX1E9SnoBAwLgEzfCgUr/r220540jIdZ/V39MPDJRMrH3/Fy1TPff3Y9ySywOzAKwv9V++GX2c8Rt1XVDw0IRd3RcfA7/LGmc7HASRdIWUa1pzZDtYE88LjHCES5dPtH+BIqmKxptO2q5cnXeA8S6be2G2admS542ydMEK+qtiNJz4qrNoBqNq57mRG1GlFRFIyBKzBrtWeOqOCSu/EkTU/5MmaIIXMPCAC8vIFz+0wDnzwP55AzNVuGxZH4NG8qXsmcHrl3jw5lx3bnzCurVi341+MMHIK4A77OKMifyGX3HVGgx2DFehq0tyk32/v17XL16FTlz5oS3N/+UeUYNEOKqzcgTV+IaJYG//wbq1ZMvZ8sGXL+urH71KpArl/Kzjx+B2LG5gzVarIoyJ3IPBBLUNQE9xW3E82Yjgotuoc1ozxtHgqra8mrYfnO7ZDLEdwhGlx9tU0ItU5buO9esXLj2n/wrRuM8jbGynny+rs3GnahgbYf5877PkcI7hROq1k1ZP6++vCpdnF1tNroUlXezWrNSy5W78zoXjJjqe0z5MRjsOzhKr4mrNgNqNK56mhO1GVFSFY2AKDFrtGeNq+KQuPInTUz5M2WKonBNkgQICJAZ7d8P+Nl4H3bePKBTJ9mmeHHg2DE+nBnXS5euokSJwtEKsoVsFyZx4tM5KyqizImaAYpGmBaD3UHdA9ukm8wDB41cJgJEQFwCe/cC338v9y9FCuD5c2V/2auJBQrIn8WMCYSGivHNz80jS3OimweAmldFQE9x22J9Cyy7sCzKfiytsxTN8zVX1U89GIWFhyFmjJgudyXD1Ax4+Pah1C5blGWLs1qWqUen4qedP0lNsPNeH/70ECm9U2rZrEn74L2DKLO4jNROPK94eD/4vSZpqpv/3RzLLy6X2mpboC0W1lqoeR+ja+Bz2GfEihnLrT442zh7oSDZhGR4HfxaktrUeBNq5KjhrDTZE4FoCehpTqShIgL2EKCYtYcS1SECRIAIuIbA118Dd+7IbW3YoDyv15oX48YBgwbJV6pWBbZt4+sv+2mQnQ5nrbAdwWxnsAiF5kT1o0iLwerZGcpSlJssLCwMoaGh8PLyQky2MEKFCwHiygVjJBHiSlyjJHD6NFDEIg0m2+0bEqJc6GVpo9mrhuYSLx4QFKQJVKPFqihzoibBQKK6JaCnuC04tyDOPT0XJauhvkMxqvwoq9f1/LxhZ/b2/Kcn2KLkgpoLUC1bNZfFQ0BwAJKMT6Joj527ys5ftVWcYfrqwyuknZwWIZ9DpGbGVxiP/qX722rW6etLzy9Fyw0tJZ2cyXOazizWokw7Ng29d/SWpPOlyofznc9H25QzXKMTvvXqFuqsqmPakd2pcCf8VuU3TRbAteAYUfNx4GOkm5JO8fHtHreRJUmWKJvXiqsr+qvnNozGVU9zop7jgnzTDwFRYtZozxpXRRBx5U+amPJnyhRF4VqoEHD2rMxo8WKgVavomQ0YAEyYINdp1gxYFvX70Q4NgJlrkSKxcfFiDKu27JxjdmawCEWUOdEdY0GLwe6g7oFtinKTBQQEwN/fH35+fkgc8bR3DxwXvbhMXLUZCeJKXKMkcOsW8Fnml1cAACAASURBVM03ystsoZct+JrLwYNAGXnHFDT85me0WBVlTtTmDiNVvRLQS9yyc14T/JpAsXhYKE0hnHlyRkLX4NsGWN1gtVWUen3eMP+Lzi8KtiuYlXQJ0+Fer3su27l56P4h+P7hKzFjO3TfDX6Hr2J9ZTMknWXacn1LLL2wVGona5KsuP7jdc13R48+MBo/7/tZardy1sr4p/k/NvurpkJEvmznN1t4zp4se5RyznK1JszunyLziuD8M3khemvTrS598UANv6hs/rn5D6ourypd9o7tjbeD3kYbO1pw5dknT9UyGle9zImeGi/kt+sJiBKzRnvWuCpSiCt/0sSUP1OmKArX8uWBfftkRtOmAT17Rs+sQwdgwQK5TvfuwIwZfDibuU6fXg1791o/Gi51auDJEz7tuVtFlDnRHRxpMdgd1D2wTVFuso8fP+Lly5dInjw5vvrK9o9jHjhUbnGZuGqDnbgS1ygJ/PcfkDy58vLjx0CaNPJnu3cDFSvK/06VCnj6VBOoRotVUeZETYKBRHVLQC9xy85dZeevWhZ2RuiQvUOkj6LbdanH5w1bAC61sBSOPzqu6NflrpfxbYpvXRITc07NQZet8hm2bEcw2xlsT3GW6ZEHR1B6UWlFUzub70TFrBZzkD2OOFinw6YOWHBW/kWlY6GOmFtjroMq9lV///E9kk9MjuDQYMmg4tcVsaP5jih35TrL1Zpnvx37Db129FJcal2gNf6o9Yd9HdFZrZ/3/ozRB+VzrUumL4kj7Y5E66UWXHWGxS3uGI2rXuZEtww2NeqRBESJWaM9a1wVbMSVP2liyp8pUxSFa926wPr1MqPhw4FffomeWf36wLp1cp1hw4ARI/hwNnMdODAVli61foxMlizA7dt82nO3iihzojs40mKwO6h7YJt0k3ngoJHLRIAIiEvg0ycg4gstV64AuSwWWLZsAWpYnLmXMSNw7564TFzYM5oTXQibmuJGQC9xu/bKWjRY00DqV5oEabCi3gqUW1JO+oylWWa7Wt1x7q4a4PNPz0fHLR0jmS6pvQQt88tpjNVo22vTfVt3zDo5S6reJE8TE1dXFHbua745+XDp+SWpubq56mJdQ4tfOzRwpNLSSth1e5ekzF4qGOw7WIOWvkj23dkXk49OVuivrr8aDXLL8axZ4wCeBD5Bjpk5EPgxUNFM8vjJ8bTPU5ftQufZR7/Ffjhw74Ak2b9Uf4yvOJ5nE6RFBKwS0MucSMPzZWFg6dKlWLNmDc6fP49Xr14hduzYSJcuHUqXLo2OHTuiRIkSqlDt378f5crJ3y/sEWFZ5JhdxHLt2jVs27bNlGmO+fn06VPTy0CpUqVCsWLF0LJlS1SrVk2ztP0Us/aMHtUhAkSACLiGQNu2wB8W72KyXcFsd3B0JeJu4qlTgV7Kdzyddp6dSczOJrZW2M+F7GdDEQrNiepHkRaD1bMzlKUoN1lISIjpS3vq1KkRJ04cQ42hlp0lrtrQJa7ENVoCCRIA79/LVY4eBSx/KGGvHLJXD80le3bg2jVNoBotVkWZEzUJBhLVLQG9xO3wfcMx8sBIiRPbXckWTdNOSatgx1IsZ/TJGImn3p43L4Nemhbo2Nm5EUuPYj3wW9XfXBITERfVHFkY5cF01olZ6L69u9TXWDFi4X7v+0ibUDmuPGEw7tf/uy5JLquzDM3yNePZhEIrMCQQOWflBDvn1lxY/652u4qEcRJqHqvN/m6GFRetL/AfbnsYpTKU0qzvWgizXdaJxyVWpIzf0mQLqmevHm1zPOJVi/54uqbRuOplTvT0uHHW/wcPHqB69eq4eDH6TBa9e/fG5MmTHV5oVbMYzBaf585VZplo1aoV/vzzT5vdrVy5Mv766y9NjiQTJWaN9qyxGTScKhBXTiAtZIgpf6ZMURSuffoAU6bIjNh5wezc4OhKgQLAefmkFyxZArTk9N6wmeu6denQp4+XVTcKFgTOyCczaTPALlIVZU50ES5FM7QY7A7qHtimKDeZKGcT6C2EiKs2I0JciWu0BNKnBx49kqts3w5UqSL/e8UKoJnFj+J58wIXLmgC1WixKsqcqEkwkKhuCeglbuutroe///1b4vRTiZ8wqdIk+IzzUex4jCrNsN6eN+03tcfCswutjjtbnGOLdFoXtjOXpTC2XJDe2HgjauaoaVfTPJi+CX5jWtAP+hQktTmq3CgMLTPULh8crcT6HP/X+Iq0zQfbHMR3Gb9zVMqh+msur0HDtQ0VNn1K9jHFcMTCg6tZc++dvfj+z++j9HVA6QEYVyGKbQAO9dB1lQ/eO4gyi8tIDcZADLwa8AqJ4yaO1gmeXF3XW/23ZDSuepkT9R8Z2nkYGhqKQoUKSQvB+fLlw08//YQcOXIgMDAQhw4dMi0Av///y68TJkxAv379HHKI2d65c8emTffu3U07flk5fPgwSpVSvlxToUIF7NmzB0mTJkX9+vVRtmxZZM6cGV5eXjh79iymTJkCtnOYle+++86kFTNmTJvtOlJBlJg12rPGkTF2pi5xdYaedVtiyp8pUxSF66hRAEvzbC61agEbNkTPLFMm4P59uc6mTcpkfs4QN3N99aoC2rb1tirFprbD2v9p6kw37LYVZU60u8McK9JiMEeYIkvRTSby6FLfiAAR8EgCuXMrc7ysXAk0bix3heWsYblrzKVIEeDkSY/sqt6cpjlRbyNC/thDQC9xm31Gdtx4dUNyeVHNRWhTsA2Kzi+KU49PSZ/PqDoD3YvJO03t6aOr6xx9cBSlFkW9G5Olu3476C28Ylp/O5uXvyx9cMSd1bd73EaWJFl4NWGXTsSFcbazm/kRK6b1c6vsEo2i0rN3z5B6cmrF1fu97iODTwZnZG3askXoyssqK9JTs13Q5zqfAzunWYvy8fNH5J+TH+y87ahKruS5cKWbZ+V9G3NgDIbuk18WKJC6AM52OqsFQtIkApEI6GVONPLQrFu3zrSwykrJkiVx8OBBxIqlnC9Onz5tuvbp0yckSZIEz58/Ny3A8izsB3SWOY7tqvrmm29w44b8HcXcTuvWrU0LxGyHsLUMc0FBQWC7gtkCNitsF3GLFi14ugmKWa44SYwIEAEi4BSBGTOAHj1kiTJlgP+/UxSlbsKEwLt38mU2ZZQu7ZQbkYwPHgSYL9YKS1O9Zw/f9tylRnOievK0GKyenaEs6SYz1HBTZ4kAEfAEAuxb45Ejsqdz5gCdOin/3aWL/G9W//8/UHhC9/TsI82Jeh4d8i0qAnqI2w+fPsD7V2+EI1xy80T7EyiarigipsDtXrQ7ZlSbodsBDQ0LNS1gn3t6TvIxfuz4ip2x7MKFzheQN1VeTfux89ZO0wKluXjH9jYtQrv6zOWTj06i2IJiir7ak/ZXDZwTj06g+ILikilbcA8eEqzJwnNE/1hq6ry/5wVbpDUX34y+8G/t73AKU3v6Pv7QeAzcM1BRtVX+Vlhyfonisxs/3sA3Sb+xR1IXdVjMstg1l57Fe2JaFRuHrenCc3JCBAJ6mBNF4OhMH9gu4KnswEQAmzZtQo0aNazK1a1bF+vXrzddY+mk8+Th++INSwnduXNnk/6IESMwzHKrlwMdvHTpEvKyTEwAatasiY0bNzpgbbsqxaxtRlSDCBABIuAqAkuXKlM858unTAEd0Y9Pn4CvvlJ+ys7vZef48iw3bwLZsllXrFYN2LqVZ2vu06I5UT17WgxWz85QlqLcZO/evQP7ks7+gEjAztukwoUAceWCMZIIcSWu0RKoXh3Ytk2uMm4cMGCA/O9p04DeveV/a/gaoNFiVZQ5UZs7jFT1SkAPcXvmyRkUnldYQsTSwgYOCoT3V94Y6T8Sw/cPl65VyloJO5rv0O3cOP34dPT8p6fCv8mVJoN9fu/NPelz885nLeNiytEp6LOzj9REsXTFcLz9cbub5PUMZ7tmi8wvAjbO5lIjew1sarLJbl/srRgxXXPmxJlxp6ftVKD26tuq9/PenzH64GhFNXb2dcv88sFfPLjef3MfuWblUrxkUCRtERxpewTpp6bH8/fPJR+mVJqC3iUt5n1bnXDjdfYyBTsv+P2n95IX6xquQ91cdW16xYOrzUYMWMFoXPUwJxowzBRdZqmZZ82aZfqM/UaTm2U9slJYauhJk76k4j916hQKF5a/R/BgWLp0aRw5csT0Ms+tW7eQJYv6rBopUqTAy5cvTX1hfeJZRIlZoz1reMZAdFrElT9pYsqfKVMUheuWLcoUzxkzAvfkPwEjwXv+HEiVSvnxkydAamWiI9XQzVyzZMmD1Kmtr3fUrQusW6e6CV0ZijInugMqLQa7g7oHtinKTcbOjLl8+bLpy7m3t/Uc+h44PG53mbhqMwTElbhGS4CdB8zOBTaXgQOBsWPlf48fD7DPzEXD1wCNFquizIna3GGkqlcCeojbJeeWoPXG1hKirEmy4maPm6Z/r7q0Co3XyanuM/lkwt1edyPh1MPzhqVlzjkrJ96GvJX8YymCz3Q8gybrmmDdv/Jf2d2KdsPMajM1DYs2G9tg8bnFUhvtCrbDgpoL7G6TJ9N5p+eh0xY5SwXbnXy3513u6ZsnHZmEfrvksyP9Mvlhf+v9dvfZ2YrsbOTcs3PjboAcoym9U+Jqt6tIEi+JSZ4H17qr6mL91S874lhhL1CwhX62mz5iWu6ymctiX6t9znbNJfYRd3azRp/3fY4U3ilsts+Dq81GDFjBaFz1MCcaMMwUXZ4+fTp69vzyUpU9O4PZYi1L6ZwoUSJu6NjiL0sNzUqZMmWkc4PVNuDj44O3b9+adghfuHBBrYxVO1Fi1mjPGq5BEI0YceVPmpjyZ8rr+7E2njmmypLu+frKNmxqevMmao2rVyPvAg4OBuLEcazdqGpbxmuaNN4IDIxck/2EuGwZn/bcrSLKnOgOjrQY7A7qHtgm3WQeOGjkMhEgAmIT6NoV+P13uY8svZnlv0eOBIbLu+xQpw7w999iM3FR72hOdBFoaoYrAT3Ebb+d/TDp6JfdPazUylELGxpvMP1/lm654NyC0jW26PV+8HvEix2PKwceYs3/bo7lF5crpA60PgDfTL4Ye3AsBu8dLF0rnq44jrU/xqPZKDUinrc8tfJU9CrRS9M2oxIPDAlEuinpEPhR/gViWJlhGFFuBFd/ftz2I2aelBfZ2Y5ctjPXlWXL9S2osVKZ1rRrka6YVf3LTjdny7Yb21B9RXWFTOfCnfH7D1/m/o1XN6L2qtrSdXZ28Yt+L6TFaGfb19I+4mK+J555rCUf0taegB7mRO17qe8WXrx4YVqIZYunbHeuv79/pDODz549ixIlSuDjx49o0qQJVli+CMuhe8OHD8dI9jcTgIULF6Jt27aqVZmvhQoVMtk3aNAAq1evVq1lzZBilitOEiMCRIAIOEWAJX/4/8kAkk5oKBArlnXZo0eBUqXka/HjsxdHnXIhSuPs2YEbNyJfbtcOWGD/+8LaOMdJleZE9SBpMVg9O0NZinKTsfR1YWFhiBkzpiZnehkqKCw6S1y1GXniSlyjJTB4sHIncJMmyp3CQ4YAv/4qSzRuDKxcqQlUo8WqKHOiJsHgYtGgoCBTisE1a9bg5s2bph8LM2TIgOrVq6NHjx7IyPI1cSoss8iMGTOwe/duPHr0yHTcRK5cudCsWTO0a9cOXl5eUbbEvntcvXoVJ06cMP3v5MmTph0jzF9W9u3bh7Jly3Ly1LqMHuK2yrIq2HFLTv081HcoRpUfZXL4/cf3SDBWmdLqfOfzyJcqn6JD7n7e7LuzD+X/LK/wiZ3furj2l525u27tQqVllaTrcWLFMaXCjh0rtibjGxYehgS/JsCH0A+S/u4Wu/H919/b3R5vpl23dsXvp+SXldImTIt7ve6BnevLq9RcWRObr2+W5H4u8zNGlvvyg74rS62/amHTNTkNNnuJ4WSHkyictjCc4crO187zex7cfn1b6k7y+Mlxrfs1JI2XVLpnkk9MjuDQYKnO8rrL0TRvU1ciUNVWxPHrVLgT5vwwxy4tZ7ja1YBBKxmNqx7mRIOGmqLb7Cxg9j3qw4cPKFiwIHr16oXs2bOb0ogePnwYkydPRmBgIAoUKIDt27cjNa98mv/3ImvWrLh9+zbixYuHp0+fOrXrmC0Ar1271qTMvpfWr1/foSFmMRldefLkCYoVK2aq8uDBA6RPn94hfb1UNtqzxlXciSt/0sSUP1OmKApX9sjOkEHJ6L//gKRfvqZHKuys3h9+kD9mj/AHD/gxtuRatmwMHDgQWbtbN2Cmtgmr+HXIhhJ9j1OPmhaD1bMzlKUoNxlLK8TeOPXz80PixIkNNYZadpa4akOXuBLXaAlMmKA8I7hqVeUZwn37ApMnyxKtWgGL5TSiPOkaLVZFmRN5xoA7tFhqP7boe+3aNavNs1R9bAdJNZYi3cnCdot069YNISEhVpXYrpUtW7YgWbJkVq8vWbIErVvL6ZEjVjLKYnD6KenxKPCR1P2/6v2FRnkaSf/OMDUDHr6VfwxdXX81GuRuoMDlzufNx88fUWBOAfz78l/Jp8RxE5sW6FiKYFZefXiFZBOUcXC201kUSF3AySi0bn7z1U1km5FNcfFpn6dIlSDCoVTRtM6b6fmn51FgrrK/6xutR+2c8i5WZ2Hkn5P/f+ydBXQUSRPH/7gGElwPdycQ3O3DuUMPd3eXwzngsMPd5XB3D67BPbhLIAQNEvheTdiZndjO7PaszHS/x7vLbnd19a9rumenpqtw6YUUgnNBjQVomc/6E13W6kNhorPPyC5zxlPO5hOtTuBdwDurf3cM8x6G4Yfkp6kX1VyE5nnl6widTKYTyqZSP0d9rKqzytrh2KUdvcBA18jbwLdif2qc2Kzt1S6DdoFOjMaV38s5j1Feu3YNkyZNwsKFCwUngXlJmjQp+vXrh7Zt2zJP83XkyBEhNDSVhg0bYsUKecQPNYTWr18vOn8ppzG99EdhrdUUNfWJGb2QSIVOVkeLFk1waAcFBQnOc0qJRp8FBgYK9650T0yFvosSJQpix44tHJKgtqa6VI+c8qbnZOSQJ53oe5qXgIAAoV306NGFlxnphUySS3UoPCkVJXXJqU0vRpqeydHaQ7rHiBED3759E2RRKHA6wEF90Jjc3NwE+aQD1YsZM6ZYl76jMZHu1N4URpzGRrpS3e/fvwsvGERUNyRDeumTXvSMiKEjedOckI5UiCGNnXJfFy1aVJh7E0PiaV6XGBITtbzVMDTVNTEMa26s4R2WzdL8mOzb3GZNdU02a419E7fDhw8LL2GQ7ZjzZmGzEdm3Gt4mOzS3WbpGza8FZ1oj/P39Ba5kq5RnPaz1JKR9s+DNeo2IFCku3N3lL7reuQMkTiyts+ZrxOrV0dCkibQr5M4NHD3Kbk1+8eIFzp07J6ytrVvHxfr1oV/CpUeEf/8dvH67+hpB+xkdAqDiyi9IqblPYFWXO4NZkdS5HL38WKJNhhZI+lFBN4a8sCHAubLhGFIK58q5RkhgzhyAQkObSpEiwPHj0t+dOwMzzEJVtm0LUBsNitFsVS97ogamYDeR9GO/YMGCwmlbKm3atEGDBg2Eh0nkWB0zZozw0IceAJw4cQK56deWlWX37t2CQ5keKtD9w6BBg1CoUCG8efMG8+bNw4Zf4dfpgSL1TQ+vQpbFixejRYsWwsf0YzxnzpzCg6nLly8LnxnBGez/2R8Jxslflb7a8SqyJ84u4iq/tDz239sv/j2yzEj8VfIvGU5Hrjfjjo1Dv339ZPrMqDIDHQt2lH2WYWoG2YnOedXnoXX+1lZaYMTNNt3YhN9X/y5WotOjlHtVzUNlLZgWWVAEJx9L4bErZaiEXY13MWPgPtYdAV+kxFxqT0MzUwTA6COjMejAIJnIOdXmoHmu5lb97iAHf86ZOfElSHr5pFjqYjjc4jAoB7N5CZmjOX6M+HjZ5yWiR3He3znkxCdnvnl52P2h4rzSWtgrS3twVVlG48rv5ZzDUsmBNXz4cOF+6uXLl2EqRfd7FM6ZXgBkWcjBTP1S2bVrFypVqmSVeLoXJWcRPZim+9CzZ88ie3bp3kapUDX79rJly9C4cWPxHpJeRqR7Xbr33b9/vxB2O1GiRPD19RX+mV6MJAcMObXoFDY50egel+5p6cQ1nZCmKDjVqwenP6CT2eQwLFCggOBo3LFjh/D/KVOmxMOHD0Fhsaku3feeOnVKaEOy6H5569atQh8UoYei6RAT0oHugckRTHoWL15ceCZHdXPkyIH06dMLp7NJFs0FOSypD+JqctqTDpkyZRL++fn5CTqWK1dOcNJRxJ3Xr1+jTJkygi40tjRp0iBr1qwwOZ8oCg85DsmZ/vTpU5QvX16oS1F/kidPLuhBTmS6Ly9RogQSJEggvHR67949/O9//xPqent7w8PDA3ny5BEcKnv37kWRIkWQJEkSIUoR1TfZKr1wQA5yCh9OzkiyM7IV6uv+/fuCzjVq1BDkkiOX+JC902+E7du3g14soBPg5OggJ0+1atUExzcxJM70MiqVzZs3C78tiCc50Yhb5cqVhb99fHwERznxpkIvr9KLBHQqnq45+p1UsWJFwXYvXLggONzJmUSFTuNTPTqtT2yPHj2KsmXLCjZ05coVoT39TWXPnj2CY4Zkh3y56Pr168IYqB8qBw4cEHiRzjS/9DfpR3Z869Yt0Au/pD8VOsxDc0bRAWgc1I+JN9Uj2cSFCulH4yButKeR/sQzRYoUePDggTC+mjVrCnVPnjwp2C7NBznsiAvNE42B9gfiVqFCBWHcZCtUh5yXVCjHOV1vadOmhenlBrIPul5onsgBT/ZDheYxS5YsQkh8E2+SS79RL168KNimKToU2Ue6dOmE+vQ7k+yH7JmcdnRtUl/mNkvjorWG5ozskq4Tsk1ak2i8pjWN7NmZ1gjT2kO51em6D7lG0HpB1wutY1ScdY0oXrwEkiVLAAoNbSo+PvSCTthrxKpVSdCtm1SXLrORI9muEXSd0PrSrNkbrFqVTOrs1//99RfQocNT4YUlV18jyH64MzjUFCv6gDuDFWHilfiPJW4DnAAnwAk4GYHVqwEK/Wwq9NDh6lXp7zZt5AlBunYFpkxxskG4pjp8T3T8vA0bNkx4eEhl3Lhx6NOnj0wperBBP4jpYQr9iKaHDNYUak8PNejhDv0Qpx/49FDEvNCJ4ZkzZwof0Qngpk2bhuqKHtrQQwd64EA/0ugBl/kYjOAMPvLgCEouDj6BQyVa5GhCTmDz8MmdtnfCzLPBLKk0yd0ES39fas3UMW/zMOAhss3Ihk/fPomyPZN74lTrU4gSWZ4cqv66+lhzVcoVaJ7nlbViow6PwuCDg0WxZdKWwYFm1tk7S90WX1iMFpuDX4AwlTtd7yC9R3qbuwkIDID7P/IIP75dfJExQUabZVsj4Mv3L8g9Ozduvb4lNveI6SGcGE8cJ7EqkfQQt8p/VbDrtuQ4p1zA59qdCxUynQQ/ff9UyNFsXhzpGFcy2Omnp6PLzi5i1XTu6XC3mxQOW4kMXocTsJUAv5ezlaDt7clhQg5CclCSg6tXr17Ci3PkHCBnATkFKZ8vOXjIUfrvv/+im/mTdBtUIEcDOUDJaUUOFXJukg5qCzmJyGFBjj3SkU4XU25ja4qaMNGufDI45ElVfjI4+H5G7Uns8E5Omk5ZuvqpP6Wn2bU8GWx+8l2Lk6pGPRmsJNKAFrxZnwyml1CSJ48KPz9pxd+/HyhYMOyTwaNHR8OwYVLd33+nZwfsTgabR2sYNeorBg8O/WLoqFFAnz78ZLA1e7Se2nBnsJ5mU8Ox6OXHEt0Y0dtY9BYaPxnMzmA4V3YszSVxrpxrhAR27wZ+vaEs1EuRAngihV8FOaSWLZNEkLOMQktrUIxmq3rZEzUwBbuIpNMJtI/TwyNy1NKb6WGdxm3fvj3m/DoNT28Y01viagvlfKtXr57QjE4b9+/fP5QI+uFFb+3Tm930hrvptK+lvozmDJ51ZhY67pBO0OZKkguXOkhhfonX1FNT0W2X9Mo0hdslZ6sz7I2119TGhusbRFUoN+zJ1idBOoYsIU8QF0hRQMgjq0UJ6Xju4tUFUytPVdWVFms4Oc3JSWkeCrhfsX4YW36sKt3CqhzWydLAQYGIETWGzbKtFbDv7j5UWFZB1rx57uYYWXCkqt8dZGNka+alR+EemFRpUriqec3zwpmnkn119eqKKZWd9+WvemvrYe21teJ4KPQ1hcBWWrSwV6V967me0bjyeznHW3Pv3r2FnMBUKIJKM0ppE6LQS3l0mtAUeYVOPNoS7cUkfs2aNahfPzhNBb1QSC8Wqi10co9ePKQTe1SmTp2KLl2kF13UyrNUXy82a7S1xtK8svqec2VFUpLDmbJnShL1xDVTJuD2bYkTpY2vLb+NF7+kd5mmmv1Ea9kSWLCAHWNzrqtXRxceB4YsEyYAvXqx69ORkvSyJzqCIXcGO4K6C/apl4vMaLmQ7GVqnKs2pDlXzjVCAidPAhQa2lRixwZ+5WsSPqIHHGukk2mgmDAjR2oC1Wi2qpc9URNjsINQCsdmCjM2duxYIZdcWIVO4lIYMSoDBw7E33//rVq7Ro0aCXmHqVBoLjpFElYxdzxTeDMKX2epGM0ZHPLUb8NcDUF5Qs3L7tu78b8VwWH4qFDIW/9+/rKQx45Yb3b67hROa5qXdp7tMLva7DCn+cC9Ayi3tJz4HZ2Cfj/gvSbOyhwzc+Daq2tiXxSeuK1nW0vmJ/teK6bddnbD1NPSUw/Kq/yoxyObQxhvubkFNVcFh/mjkjxucjzt9VTVmLWo3GBdA6y+ulomemymsWhXpZ2YgzGifj98/SDkH3707pFsbDc630C8GPHCbTry0EgM8R4ifk8nbekUtpqQo1rwCEsmnfRINjEZXn6UwsEurLEQLfLJT5FHpI9W9movBs7aj9G48ns5x1oirQUUxpgcqhSClkLrI604dwAAIABJREFUhlcoFLApxG337t2FE8K2FgorS+FbqdBLfPQyn5pCoW0pPDGF2qQycuRI/EW/tTQserFZo601GpqETDTnyp40Z8qeKUnUE9eCBYGzZyVO8+cDrVqFzY3yBS9fLn1H+XvHj2fH2JzrmTPu+BWVXdYBZZHrKM9uxE4BO0vSy55oZ2xCd9wZ7AjqLtinXi4y+tFBuR4oBJAzPiBxQdMQVOZctZk5zpVzjZAA5UrNlk1e5etXSkga/FmtWpRASPqeHMEaPaQwmq3qZU/U5grTXuqQIUOEh25UKBy0KV9WyJ7pNIm7u7uQt4lOblDOKbWFcp1RjivK3WTKTxyWjJUrV6Jhw4bCVwsXLhTzA0fUn9GcwSUXlcSRh0dEJKPLjsaAEgNkiO6/vY90U9LJPnve6zmSxk0qfmbv9Sbwe6CQv/WO/x1RB8rLSyGAE8SS50A2VaDTsB7/eMjGcbbNWXimUH86PSIbovDEcUbHQdDPILHa8ZbHUSS12YtCCoxeK6bkpCZntXlZXWc16uUIPm1vbZl2ahq67uoqNi+cqjBOtDphrThm7Z68e4KsM7KCnLqmQifgfdr6yMKhh9dhv739MO64/HTaytor0SCnWUqIMBpffH4ReefklX1zucNl5EyizrnBDEQEgm763RQYmZfbXW4jQwJ5+P2IdNHKXu0xfmfuw2hc+b2cY62RcsNSXkMqdEJ31apV4SpEYWApDygVystJeUBtKRQpjvLe0n0i5Qil3KBqCoUapVyLpvtKa08Wq+mT6urFZo221qidZ2vrc67Wkgu/HWfKnilJ1BNXcrju3StxiujkLaW2/vUOktCA3lMfOJAdY3OuV69GQq5coWXTSWQ6kayHopc90RFzwZ3BjqDugn3yi8wFJ42rzAlwAvom8Pw58OshijjQV6+ARImC/6QQ0hRK2lTotUN6/ZAXmwnwPdFmhDYJqFu3LtZRDCZACM1MDt/wSp48eXDp0iUkTpxYSBOhplDuLsq3RT+satasiU2bNoXbnMIW0gNFKkofChrJGUwME45LCP9Af5Hh1j+3olrmajKmQT+CBOfml6Av4ueHmh9CyTRSrmE1c8ii7nDv4Rh2yCzBEzn8FZxkzDwtM3zf+IoqWHNi15L+YYVLDugfEOEpUksyWX9fanEpHH5wWBTLIqdx7z29MfFEcGhRKvVz1MeqOuE7EliPKSJ5k05MQq898vhrkytNRrfCUvjzsNqT4zzP7Dz4/uO7+HW5dOWwt8leiy+w0vWVdkpaUF5rU/m77N8YWILhEyZGEOf5zEPbbdLJ9RRuKfC4x2OLY2TUPRfDCYgE+L2cY43Bz89PuDejUrt2bfG+Liyt6BQu3Y9RoRO9W7dutUn5yZMno0ePHoIM+n81eYgpVQndE5oc0hQZZtasWTbpo7Qxt1mlpHg9ToAT4ATsQ4CySa2VMp9EGIyvaFF6kV3Si7aO9u210fP1a+mxoHkPK1YAv95f16ZjO0rle6L1sLkz2Hp2hmqpl4uMTgddu3YN2bNnR5w4cQw1h1oOlnPVhi7nyrlGSCAwEPj1lrxYz9cXyJgx+M8yZQBvb0kEJSjRKI+V0WxVL3uiNleY9lLpJPCpU6eEfZwcthEV8zCAdLIkRgzlOUXpJDDlJKbSqVMnTJ8+PdyuzB9qNmjQAHRS2FJh7Qwmu4yoUJhrL6/g/LZ02pnyHNur0InJVP/K+7vX7R7SuqcNpUKuWblw5eUV8fO51eaijWcb8W97rjd33twRTraaO6eLpi6KIy2OIHKkyBHi+3P9n1h1RXJQtsnfBnOrz2WK/L/L/6HRhkaizDTx0+B+9/uq+9CSaUgdSbkbnW4gS6IsqvU0Nai7ti7WXQt+IYRK36J98U+Ff6yWx7Lht6Bv8JzricsvL4ti3aK7CSfJk7sFn4ILWciZW3ZpWXjfl/ZsCi1Op3uVcuq8ozNmnJkhinaW09Ihx9pkYxMsvyTFyKNTz3T6WU3R0l7V6KG3ukbjyu/lHGvBP378gIeHB969e4cUKVLgwYMHiBo1aphKbdu2DdWrVxe+o5y8lJvXlkIv79FLfNTf06dPRae0JZkUYY7u8UwvJDZp0gRLliyx28sserFZo601luyK1fecKyuSkhzOlD1Tkqgnrm3bAvPmSZw6dQLCe2RAjxUouJ+prF4NkDOZVTHnGjt2HMSMSfmZ5dLXrwf++INVj46Vo5c90REUuTPYEdRdsE+9XGT00JhOCOXOnRtx48Z1wZlwTpU5V23mhXPlXC0SIMeW+R0e5a0qUCC4WchXD+fMAehuVYNiNFvVy56ogSnYRWSOHDmEF7uSJk0KCjMYUaHQg2t+5c4mh23ChAkV60h54EzOU8pLTPmJwysUMjA25e1WcWqFtTNYTfoL4mdydNOD2GjRogkhGOlBJ53AIUc7fUYO9C9fviB+/PjC2Og7SrVBY6UHudTWVJfqEQfTSW1aF0gn+n6X7y5U/q+yiC9u9Lh40P4BPNw9hDr045UK1a2zpg7WX18v1u1RqAeGFB4i6EB1X716hevXrwsnselejvIjke7k6KcTOySLThBFjhwZnz59Esbk5uYmyAsICBDqxYwZU6xL39GYSHdqbzp9RHXrb6mP3XelCAvkAD7X9hwyx88sqxsWw3lX5qHv/r7iOPIly4dz7c7JGNrKu/++/ph8drLYx//S/w87m+wUTrOT/jRP0aNHx9evXwUWJobEiOqY7oXpYfjdu3eRN29eoT7VNTEMWZfkEj+lvBEFyDgrI/w++Yl69izcE6NKjgqXIYXuJPsh/ehhfci58ZztiXMvzonyxpcej+7Fugt11dos1TfZt7nNmuzbxDAi+w7J++Cdgyi7vKxsuaibtS7W1F8jfBbSZhf5LEK73e1k9QcUH4DR5UZHaLPm9r3nzh5UWl5JlBEJkXC99XVkTJYxTPsOy2ZNvIkJ2YzpWmC5RmSckRGP30svrvxb/l9h7pTYrGmNoHXo3Llzwu85ciZZsm+t1gjiQtcLXQ8mmw1vPbHEO7x11tY1Irw1OSzetEfeu3cPFFGD1lrzNcKcoYk3qzXCtCarYWhpjVDCm+woderUwjVj7xekFN+I6LwipdcwvTxH90RDhw4NNWKKAEP5gum+hcru3btR0SwR4uLFi8XUHNSe5ERUrl69KuYHJgfzli1bFFGm66FVq1ZYtGiRUJ9OM69evVpYX+1V9PL7w2i/G+1lH5wre9KcKXumJFFPXPv2lef9bdRInhfYnGDSpIB5oLI9e4AKFdgxDsk1TRrgoRQ0SOhoxw6gsvSTnF3nDpCklz3RAeh4zmBHQHfFPvlF5oqzxnXmBDgB3RMIeUe5bx9QrlzwsD09gXPSw3IsXgw0a6Z7JPYYIN8T7UE5/D4yZMggOK7oIe7DkL9wQjRr2rQpli1bJnyq9mHvkSNHhFzDVAYPHowRI0aEqxQ5jkwPBMuVK4d9dC1aKI50BhOTxo0bCxoePHhQcJKTY4V+RO7fvx/FihVDokSJ4OvrK/yrUqWKUPfw4cOCYzVfvnyC040eyhYqVAjJkiUT5oQesppO7xw7dkxwGBYoUADjjo5Dv/39RCL5EufD0JRDhbrktKWT3lRI1sB9AzHm2BixboXfKqBTgk6CDuSgPnv2rOCgJh2pULhIekEgffr0wssBJKtSpUqCg4ZO/tADf9M87tixA5kyZRL+keODdKT5IicYvSz4+vVrlKGoCgCGrByCkbeCc1ObSod8HTCzxkzhoTQ5UMuXLy98RfNNuQ9JD3JCENPI6SOjxoYaYtuokaPi/YD3OHn0pODAIocLOfP27t2LIkWKIEmSJLh9+zZu3ryJqlWrCu3IBslBTo5vGvOuXbuEFxSor/v376Pexno48+6M2EfT9E2xpMkSwTG1fft2eHp6CifAyfbJeUYn5clOT58+LTjzTfm2N2/eLDiC06RJI4yLXoSgfIjk6KJciuRQoofxVOiEFr1IQNchhV6nvN30YJ4c8hcuXBCcl6VKlRLqUhhNqjfv/jxMODFB1JNyLe+ptAcBrwNQtmyw03TPnj3CNU2yyfFEuRhJDr1cQM5/GoPJAeAx2gNvv70V5f2V7i90r9pdsONbt27hzp07gv5USA45e2l8NA7qx8Sb6pFs4kLl6NGjwjiIGzm8SP+CBQuKp9ZofBQelMrJkycF26X5IIcdcaF5ojHQHtF0Q1Mc9D8os5/9TfejbLqygvOBrre0adPi5oObKLy8MN5+l8aTNEZS3Ol5B3GixxHmkXKWZ8yYUeRdoUIFwdF/8eJFIVR+6dKlQfmjPcZ44POPz2KfnVJ3wug6owWnLl2bFB3A3GbpNB5FS6I58/b2Fq4Tsk2KikCn9Og6osJqjThy6QhKbpSHfF9VchXql6kvvBhA1yetF5TLk9Z2un7DWiPIdum6p3WI8ro/efJEWBfsvUbQ+kfXTNasWYV5oPWR5oLsTckaUaJECSRIkEC45skJS7lQqdBcsFojaF2rUSN4HTp+/LiwhpJNO9sakTlzZmH9pWuQ1gTaZ65cuSLYvDVrxIEDB4Q1NWfOnMIeQH/TGma+RuTKlYs7g2UrlP3/oLWG1lvaC6nQ9d6sWTNhP6d7DFpnKYyz6V4vrPsrtc7gvn37YjylzgGEE77k1FVSevXqhUmTJglVya7oRDDtkREVqsey8N8fLGlyWZwAJ8AJ2E5gzBh53l/6CbdtW2i5P38CtGV8l7LB4OzZ4Ed2WpXChYFfP7HFLg4cCA4gqIfC90TrZ5GfDLaenaFa8ovMUNPNB8sJcAKuQiBLFuDWLUlbyqNqeqhBDyCuXpW+o7C1DRq4ysicWk++JyqbHnrYTA+ebS10CqN58+aiGH4yOGyiasJE2/tkcPNNzbHk4hJR8ZZ5WmJi6Ymyk6r0JTk+l1xYguabpfnOlCATTjc5He6pVi1O/X38+hFZp2eVnWBMFicZrnW8Bo/YHqFOqoZ1Cu1HtB9INCERfuKnOO5TrU8hW7xs4ulqW0/9ZZ6ZGQ/fSa98L6iyAC0LtlR0ytKep/4efXyEzNMzywx3QdUFqJO5TpinTyM69ff522fEHh18Ct9UjjU6Bq+0Xk5zMpgcyQ/8HsBrmRfeBkpO3qyJsuJi+4v49P6TeJq9y/YumH5WHoJ+ZY2VaJAveL+O6DR7yJPvtf6rhc2+m0UuVdJXwZaGW5zmZPBCn4Vota2VqF/CWAlxv+N94WUMNSeDldQNz75ZRg/Q28ngiKIH8JPBtt7J8PbhEaCXqf7880/hBa2ICr0UQM5belHCvKhxBtOLJKYXSEgOvSCjNH0IvbxDL8moKbQOsSz89wdLmlwWJ8AJcAK2E6C8vx07SnLoXeWjR0PLpcxWvwJViV/euQOkT2+7DuFJqFUL2Cz9LBCqHT8OFCmiXZ/2lMz3ROtpc2ew9ewM1VIvFxn9kKW3tunNd1MYQ0NNpEaD5Vy1Acu5cq4WCVD+TwoNbSrz5wOtfj1opdzBdIdpKhs3AnRHqEExmq3qZU/UwBRkIrVyBvOcwdbNnCPttsDcAvB55iMqPrnSZHQr3C3MgZx6fAqFFxQWv6MTtZ8GfkK0KMEvFthjvaHwy/8ck+eg/e+P//Bnrj9Vwc82Ixtu+EnJoWZWmYkOBTuokhFe5fdf3iPe2Hiyry+0u4A8yfKolm8PpuWXlsf+e/tF3YqlLoajLcN4WmJB+5t+N5F1RlZZrXf938EtRnAocGcqEw9PRO+DvWUqjSk3Bv2L9xc+O//sPArMK4AfP3+Idapmqoqtf261KgflsovL0HRTU1FWrKix8Lrva8SKFsspsLTe0hoLzi8Qdfk96+/YUH+Dat3sYa+qldJBA6NxdeSeqANzYToEOhW+YMECIRoDRTEgW6Sw/xR1hE6yUzhpOuEeVjoMNc5gisRhijDRvn17zKKn+AoLdwYrBKWgmtHWGgVImFThXJlglAnhTNkzJYl64krnLRo2lDhlzy4/j2H6hoKZUdhm8+LvD7i7s2MckmuHDsDs2XL5588DefOy69ORkvh9nPX0uTPYenaGaqmXi4xC7NEboBReT+lboIaaaCsHy7laCc5CM86Vc7VIgHJm7d0rVZs4EejZM/hvyoP2WMrLp2WCEKPZql72RIv2xaAChQC0tdCebcrpSbLq1KmD9euDc8pSaM6IXu6iULwUJjNx4sRCuEk1hUImm3LNUmjYTZs2hducwplSiFgqffr0wbhx4yx2xTpMtKUOHWW3QT+CEHdMXAR+DxRVNIXLDUtn/8/+SDAugeyrG51uIEuiLMJnWq83115dQ57ZefD9hxTHi0L77muyT7WDrvGGxlhxeYU4lpZ5W2JBTckZZmnOIvr+5OOTKLJAerU7SqQo+DjwI2JEjaFarNZMSaF119ah7tq6Mt0ud7iMnEnUhdEMmRvXI6YH3vR7o3rM9mjw6fMnYY4uvb4kdhc7Wmxc73QdqeKlQrGFxUDzaCoxo8bE1Y5Xkd7DumMCrz+9RpIJSWTOZXIsV8scHAbb0SXztMzwfeMrqvFvpX/RvXB31WrZw15VK6WDBkbj6qg9UQemwofgIAJ6sVmjrTX2MhfOlT1pzpQ9U3v8ltNG67Cl7twJ/MqmJFRIkQJ48iR03YsX5U7YyJGBb98A+i+rEtJeKcPV0KFy6devA1nl79Sy6t7ucvSyJ9odHMBzBjsCuiv2yS8yV5w1rjMnwAnonkC9esDatdIwBw8GTHlNkyQBXr2Svtu/H/iVm1H3XDQeIN8TNQZsQfyQIUMwcmRwLlfKV2rKexqyGZ1MJkfxx48fhYgglDtUbaFwgpSrlHJ2RuTYXrlypXByhcrChQvRokULi10ZxRns+9o3VIjgF71fIEmcJOEySjI+CV59ktavzQ02o0YWKf+uRbhWVqCQjmWXloX3fW9RQrTI0XCpwyVQiF+1ZfLJyeixu4fYLHfS3EKYYBZlns88tN3WVhSVLVE2XOt0jYVoTWR8C/qG1P+mxouPL0T5nQt2xrQq01T1F3LceZPlxfl251XJsGflM0/OoND8QrJw4XQilk4At97aWqbKiNIjMLjUYJvUK7moJI48PCLKaJu/LeZUn2OTTBaNn71/hhSTUshE+bT1Qf7kwS/R8MIJ2JsAv5ezN3Hen60EuM3aSpC35wQ4AU6ALYGTJ+Vhl2PHBj5+DN3HwYPyR3EJEgCvX7PVJaS0efOAttJPReHre/eAtGm17dde0vmeaD1pfjLYenaGaqmXi4zyRFE+mkSJEjHJY2goI4hgsJyrNpbAuXKuFgm0aQNQaGhT6dIFmDo1+K/48YF376TvKHkJJTHRoBjNVvWyJ2pgCnYRuWfPHlSqVEnoa+zYsejXr1+Y/Z48eRJFfiXFGTBgAEaPHq1aP3LwkqOXCkUWoZCFYRUKNzhnTrDD5ebNm8icWZ4fNaw2RnEGb7y+EX+s+UNEQE5gcgZHVEosKoGjD6UQwuMrjEfvosHhdrVcb/67/B8abWgkU61/sf4YU36MatuhBjQGGoup0OnddwPegU6H2lq67eyGqad/rfcA6mavizV111glVkum5goN2j8Io49K12H8GPHxpOcTxIkeR7Hefx34C38f+VusXytrLWysv1Fxe3tWNHEddmYY5p6fK+uabODTt0/iZxkTZASdlKbTwbaUCccnoM/ePqKI5HGT43HPx4gcieHRAysUXHN1Deqvqy+2dIvuBv9+/ogSOYpqafayV9WKuXgDo3Hl93IubrAGVF8vNmu0tcZepsq5sifNmbJnqvVvOW00Dl8qBUHLlk3+/ZcvQPTo8s82bABq15Y+o4xuvlKwHCZqh7TXbduA6tXlop89A8J5nMFEB3sK0cueaE9mpr64M9gR1F2wT71cZBRDn04GlSpViucMZmiHnCtDmGaiOFfO1SKBPn2ACROkak2bAkuWBP8dIwbw9av0HeUWLlDAokhrKhjNVvWyJ1oz187Q5uvXr0iSJAkCAgKQLVs2Ib9cWHnkzB20p0+fFvLOqS1r1qxB/frBDowxY8agf//gXJ/m5dOnT0iVKpUQsjp79uyCPkqKUZzBIw6NwFBvKUYVhVymMNERlZC5RVvna415NeYJTbRabwICA4RctM8/PBdV+y3+b7jW8ZoqZ6X5uD58/YD4Y+PLwvYeb3kcRVJL4Z2V2EpYdcotLYcD9w6IXw0vPRxDSg2xSpxWTEMqc//tfaSfkl52SnZBjQVoma+lYr2bbGyC5ZeWi/W7FeqGyf+brLi9PSuauOYulBtey7zg98kv3O53NdqFShmDX3Kxpdx6fQtZpgeHVDeV061Po2BK9eufLXqEbNt5R2fMODND/LhyxsrY0WiHVV3Yy16tUs6FGxmNK7+Xc2FjNajqerFZo6019jJXzpU9ac6UPVOSqCeuz58DyZPLOVFmqsSJ5Z/R+Q06x2Eq9Fji9Gm2fENy9fEJ/fjv7dvgMyN6KHrZEx0xF9wZ7AjqLtinXi6yHz9+CCdKokWLhsgsg/O74JyyVJlzZUlTksW5cq4WCfz9N/DXX1K1GjWAzZuBnz9DJyC5fBnIqS43o8X+f1Uwmq3qZU9UOr/OWM88VDTl56U8veaFwkdTaGgKFU0vgHl7S2F/zeuZnMhp0qTB/fv3Qw2V7hnI4Xznzh3EixcP586dQ4YMGWT1OnXqhJkzZwqfLVq0CM2bN1eEzCjO4Hpr62HtNSmcfVevrphSeUqEjMYfG4+++/qKdUr8VgKHWxwW/tZqvQl50pb6ohOndPLUlpJjZg5QHmJTmVZ5Gjp7dbZFpNA2ZCjtDfU24Pdsv1slVyumYSlTZUUV7Ly9U/zKK6UXTrU+pVjvkGGQJ1WchB5FpFDcigXZoaI516WXlqLF5rDDx9fJXgdr65qlfLBRN3IGk1PYVAaXHIwRZUbYKNW25rln5cbll5dFIWPKjUH/4qFfrlHSiz3tVYk+eqljNK78Xk4vlmuccejFZo221tjLQjlX9qQ5U/ZMtfwtp422EUsNDARixZLXuXkTCBkkbNw4wDyYGQU527WLrcYh7ZUcv3QKmE4qU0mUCCDndRT1QXnYKspIml72REY4VInhzmBVuIxbmV9kxp17PnJOgBNwYgIzZgCdzZwKJUsClBeV7vhihgg1eesWkCmTEw/GdVTje6Lj5+r9+/coUKAAbpFdg/LhtEWDBg0QK1YsHDx4UAgJ/eHDB+Hv48ePI2/evGEqbckZTI127NiB6tWrC07IpEmT4q+//oKXl5dwEnjevHlYv369ILt48eKC0zlKOL+wFi9eLNNh06ZN2Ewvb4B+HPZD1qxSTtqMGTMK8lgWR9lt9hnZcd3vujiUedXnoXV+ea7UkOPccnMLaq6qKX6sJLS0LawevH2A9FPTy07wVslUBdv+3BbmqXM1fTXb1AxLLy4VmzTL0wyLa8ltQY08qvvy40sknZBU1uxW51vIlND51/iQc0uDUJM7Ns3kNHgY8FAc+/p66/FHNikMuVqW9qr/4+cPkCP72KNjsi7jRIuDG51vIFW8VMxU6bOnDyackKKG5EmaBxfaX2AmX62gN5/fIOG4hLJmrE7Iq9WF1+cETAQctSfyGeAErCXAbdZacrwdJ8AJcALaEaDHbiaHK/Vy6hTg5SXvb8AASm8lfdagAfArE5V2igGgsyNDhgSfE6FHhyFzCGvaucbC+Z5oPWDuDLaenaFa6uUio1CON27cEB64xqbM7rwwIcC5MsEYSgjnyrlaJLB8OdCkiVQtd27g4sXgXMEh4788eAD89ptFkdZUMJqt6mVPtGaunanN7du3UaVKFfiGk3CHTvKuWLEC1apVC1dtJc5gakxO386dO4NCVIdVyDm8fft2JKJXbsMpYYWyDq9us2bNENJ5bCt7R9jtl+9fEGd0HAT9DBLVP9HqBAqnKhzhcG743UC2GfIETJRf1D2mO7RYb2afnY0O2zuIOlHe1qsdryK9R3pbsWPaqWnouqurKCdH4hy40vGKTXL3392P8svKizJiRY2F9wPeW5V/lYRowTS8AX7/8R1pJ6fFk/dPxCpt87fFnOrBObcjKtQ25qiYMns62+YsPFN4WmrqkO9Dcr304hLyz8kv039c+XHoU0we2cBWZY88OIKSi0vKxNzvdh9p3NPYKtqq9ptvbEat1dIJe7LXt/3fInqUEAnVFEq3p70qVEkX1YzG1RF7oi4MhQ/CYQT0YrNGW2vsZTCcK3vSnCl7pvb+3aHNCORSKUw0nbg1ld27gYoV5XXatQPmzpU+69gx2DnLsoRnry9eAFGjAgnl72Wy7NohsvSyJzoCHncGO4K6C/apl4uMThJduHBBOCHk5ubmgjPhnCpzrtrMC+fKuVoksG0bUL26VC1NGoBC3b56BSRJIm9Od6hJ5SfJLMpXWMFotqqXPVHh9Dp1tY8fP2LGjBlYu3YtyDlMztrUqVMLTuJu3bqBwj9HVJQ6g0nGlStXMHXqVOzfvx9Pnz5FnDhxhBDSjRo1QuvWrRGVfmVFUIzoDL74/CLyzpGfyn7X/x3cYkR8D/Y16Cti/x1b5jQ72eokCqUqBC3Wm4brG2LllZXi7DXM1RAr/ljBxPZPPDqBoguLirIiR4oMYhAnehyr5U85OQXdd3cX23sm98TZtmetlqcF04iUGe49HMMODROrxI0eF097PrVoF3SCO+2UtDLRr/q8QqLY4b+EYTUUBg3D4jr26FgM2D9AkF46bWnsabwH0aJEY9CbJIKc5nRynE7kmsr0ytPRyasT036UCuu1uxcmnZwkVleSNzwi2fa2V6XjdPV6RuPK7+Vc3WKNp79ebNZoa429LJVzZU+aM2XPlCTqjWu2bMCNGxKr1auBevXk7OjvtWYZYSjT28iRbPnqjaslOnrZEy2NU4vvuTNYC6o6lMkvMh1OKh8SJ8AJuD6Bo0eBEiWkcdBpYEoO8uhR6FPA/v6Au7vrj9kJRsD3RCeYBK6CagKOsNvll5Yi48hhAAAgAElEQVSjyUYpekFa97S41+2eIt0zT8sM3ze+Yt2ltZaiSR6zSAiKpFiu9PPnT6T+N7XspOqcanPQ1rOt5cYKanz69gnxxsSTObaPtjiKYr8VU9A67CpttrTB/PPzxS9ZhJ62WhkrGj5+9xgU7plCJ5vKrKqz0L5A+wilHbp/CKWXlBbrxI4WGx8GfLA5lLcVQ7Cpybln5/D602uUTFMSMaLGsElWeI2bbmyKZZeWiV9XzFARuxvv1qQvS0ILziuIs0+llxWGlRqGoaWHWmrGv+cENCXgiD1R0wFx4bonwG1W91PMB8gJcAIuSKBIEeDkSUnx2bMBOglsXsqXB/bvlz6ZOBHo2dMFB+tEKvM90frJ4M5g69kZqiW/yAw13XywnAAn4CoELl8GKDS0qUSKBHz/Dty9Gzo/8OfPofMIu8o4nUxPvic62YRwdRQRcITd9t/XH/8c+0fUr1rmatj651ZF+lZfWR3bbm0T6w4qMQijyo5S1FZNpbv+d5FhagZZk+udriNrIimHsxp5YdXNPSs3Lr+8LH41udJkdCvczWqxhecXxqknp8T2EypMQK+ivayW54iGtVbVwuabwTmzqVBe2/Ptzkfo2KXcy5SD2VSyJcqGa52uOUJ9p+9z3bV1qLu2rqhntMjR4NfXD/FixLOr7u+/vIf7P+4yx/+BpgdQJl0Zu+rBO+MEQhJwxJ7IZ4ETsIUAt1lb6PG2nAAnwAloQ6ByZWDXLkk25Qbu10/eV/78wPnz0meLFgHNm2ujj1Gk8j3R+pnmzmDr2RmqpV4usoCAABw9ehTFixdH/JD5NA01o2wHy7my5WmSxrlyrhYJhHUCmE4GP34M5Mwpbx4UBESObFGkNRWMZqt62ROtmWvexnUJOMJuq/1XDdt9t4vQBhQfgNHlRiuC2HtPb0w8MVGsWyd7Haytuxas15vFFxajxeYWYj+JYyfGi94vmJ42bbm5JRZdWCT20Th3Yyz7XTq1qQjIr0p0mjb+2Pj48PWD2GxXo12olLGSGjGyuqyZKlFk1+1dqLyisqyqKRR4eO1HHhqJId5DxK//l/F/2Nlop5LuHFLHEVxNA3335R0SjUuEbz++iWOn64euI3uW3bd3438r/id2SU5pyhdMp7qtLY7kaq3OrtDOaFwdsSe6gh1wHZ2XgF5s1mhrjb0sinNlT5ozZc+UJOqNa8OGwEop2xD69wfGjJGzS5cuOJubqWzaBNSsyZav3rhaoqOXPdHSOLX4njuDtaCqQ5l6ucgCAwNBY0mVKhVixoypw5lyzJA4V224c66cq0UC798D8UKc8qG7zNevAU9PqXm0aMDXrxbFWVvBaLaqlz3R2vnm7VyTgCPslkIBPwx4KAKjPLyUj1dJmeczD223SaGacyXJhUsdLoH1ehPSUVs7W22sq7dOiYqK68w8MxOddkj5WunUMZ0+tqbcf3sf6aakkzV93OMxUsZLaY04oQ1rpkoUIac2ncim8ZhKi7wtsLDmwnCbt97SGgvOLxC/b+fZDrOrzVbSnUPqOIKr+UArLa+EPXf2iB81yd0ES39falcWg/YPwuij0gsgRVMXxbGWx2zSwdFcbVLeiRsbjasj9kQnnn6umgsQ0IvNGm2tsZdpca7sSXOm7Jk66neHNiMJltqxIzBrltRD+/byv+kbOov27p1U5/BhebY3FvoZzV71sieymHu1MrgzWC0xg9bnF5lBJ54PmxPgBJybwM+fQNSowA8p7yIuXAA+fQKKFpV0jxsXIMcxL0wI8D2RCUYuxM4E7G23dDKRTrCal4vtLyJ3UrPQ9hEwCJkfNmbUmPg48CMiR2Ib4SDj1Iy4439H1GTq/6aiS6EuTGfn9JPTKDS/kCgzEiIhoH8A3GK4qe5n682tqLGqhtjOI6YHXvd9zfQks2qlrGww5sgYDDwwUGwdK2osPOn5BB6xPMKUWGFZBey7u0/8bnTZ0RhQYoCVveu/2YzTM9B5Z2dxoAliJRBOvUeNHNVugy+xqASOPjwq9te/WH+MKR/iuITdtOEdcQISAXvviZw9J2ArAW6zthLk7TkBToATYE9g4ED5SeD69YFVq6R+KIsbnc0wL1euADlysNfFSBL5nmj9bHNnsPXsDNVSLxfZt2/f4O/vDw8PD0QLuRobakbZDpZzZcvTJI1z5VwVEUiQAPD3l6oeOgRQSOiyZaXPEiYE/PwUibOmktFsVS97ojVzzdu4LgF72+3xR8dRbGExERg5oMiZGz1KdEUQn394juQTk8vq3ut2DynjpGR2L/fk3ROk+jeVrI8L7S4gT7I8inRUWinweyDcxrjh+4/vYpNDzQ+hZJqSSkWI9UI6UEv8VgKHWxxWLce8gaPWcJrj1P+mlnGZ8r8p6Fqoa5jjyTwtM3zf+IrfqTlpbhMgKxs7iqtJ3QdvHyDtlLQy7Q83P4wSaUpYOSJ1zT5/+yzkC/4aJEUmobDeFN7bluJorrbo7sxtjcbV3nuiM8891801COjFZo221tjLujhX9qQ5U/ZMSaLeuI4bJ88RXKmSPIcwPYZLnFjO8skTIEUKtnz1xtUSHb3siZbGqcX33BmsBVUdytTLRfb27VscOnQIpUqVgru7uw5nyjFD4ly14c65cq6KCKRPD9y7J1XdvBmIHh2obJaLMWXK4DzCGhWj2ape9kSNzIGLdVIC9rbbuT5z0W5bO5FG9sTZcbXjVcV0fv78KTiS6ISxqexuvBteCb2Y3cutvLwSDTdIYavdY7rDr48fokSOolhPpRXzzcmHC88viNUnVpyInkV6Km0u1mu4viFWXpESU3Us0BEzqs5QLce8gSPX8Hpr62HttbUyO7nS4Uqok84UVjr237HxJeiLWPdoi6Mo9pv0woFNEDRo7EiupuHknZ0XF19cFEfXu0hvjK84XoPRhhbpfd8bZZaUEb+gU/3+/fwRL0aI9BYqtXEGripVdonqRuNq7z3RJYyAK+nUBPRis0Zba+xlVJwre9KcKXumJFFvXOfNA9pKmY1QqBBw8qTEztcXyJxZzpIC+cWKxZav3rhaoqOXPdHSOLX4njuDtaCqQ5l6uciCgoLw5csXxIgRA1GisH/Qp8OpVzQkzlURJtWVOFfVyBQ10B3X/PmB8+elsS9ZEpyUpFYt6TNyGN+RwqAqAqWiku6YWhi7XvZEFVPMq+qAgL3ttuvOrph2eppIrn6O+lhVxyxmlgKmXvO8cObpGbEmhXAm5yere7kO2zpgto+Uc7Za5mrY+udWBZqpr9JmSxvMPz9fbPhnzj/xX+3/VAvKPSs3Lr+8LLabWWUmOhTsoFqOeQNHruH77+5H+WXlZfqHdXo1rJPij3o8Qqp48pPdNoFg3NiRXE1DGXJwCEYeHimOLHPCzLjZ+SbjkYYtbsShERjqPVT80jO5J862PWtz387A1eZBOKEAo3G1957ohFPOVXIxAnqxWaOtNfYyM86VPWnOlD1Tkqg3rmvXAvXqSayyZAFu3JD+PnUKKFxY+jtmTODzZ/Zs9cbVEiG97ImWxqnF99wZrAVVHcrkF5kOJ5UPiRPgBPRBoEwZwNtbGsuUKUCyZAAlKzGVbNmAa9f0MV4nGAXfE51gErgKqgnY227pRCCdDDSVkWVG4q+Sf6nSu8nGJlh+abnYplPBTpheZboqGRFVzjEzB669ktbGceXHoU+xPszkmwuac3YO2m9vL36UKUEm3OpyS1Vf34K+Ic7oOPj245vYzp5hf1Upq7AynfjNOj2rLPxzo1yNsPwPad5J1KnHp1B4gfQkhcKOBw4K1OQUt0LVXaLamSdn4DXfS6brjU43kCVRFs31L7+0PPbf2y/206NwD0yqNEnzfnkHnIASAvbeE5XoxOtwAhER4DbL7YMT4AQ4AecjsHcvULGipFfSpMDz59LfO3cCVapIf1N4aAoTzYttBPieaD0/7gy2np2hWurlIvv06RN8fX2RKVMmxI4d21BzqOVgOVdt6HKunKsiAr//DmzaJFUdMQJImxZo2lT6LG9e+elhRYKVVzKareplT1Q+w7ymHgjY024pxHPi8Ynx+vNrEd3G+htRK6tZxAIFUEcdHoXBBweLNcunL4/NtTczuZd79fEVkkxIItPiZKuTKJSqkALN1FfxeeqDAvMKyBq+7fcW8WPGVyzs6suryDkrp6z+m75v4BHLQ7GMsCo6eg2feHwieu/tLapGeaWf9HyCRLETiZ+tuboG9ddJLzml90iPO121i3hhE9BfjR3NldQgZ3uqSanw7MMzcUjjK4xH76ISbxZjDSmD8gS7j3XH5+/S0Qdr1gBntFcteDmDTGewV3tysOeeaM9x8b70S0AvNmu0tcZeFsm5sifNmbJnShL1xvXMGcDL7L1LytgWGAhEihTM77//gEaNJJY5cgBXrrBnqzeulgjpZU+0NE4tvufOYC2o6lCmXi6y9+/fw8fHB56ennBzc9PhTDlmSJyrNtw5V85VEYEWLYDFi6WqPXsCWbNGnLhEkWDllYxmq3rZE5XPMK+pBwL2tNsXH14g2cRkMmy3u9xGhgQZVKEM6QBMHS81rra+yuRebuP1jfhjzR+iPrGjxQY5Z6NFiaZKR6WVv3z/ArcxbrJTvQeaHkCZdFJOVUuyVl9ZjQbrG4jVUrqlxOOetueDd/Qa7vfJDyknpQQ5EE1lQoUJ6FW0l/j3+GPj0XdfX/HvMmnL4ECzA5aQOfR7R3M1Db7d1naYe26uyKLEbyVwuMVhTdmcfHwSRRYUkfXxqs8rmYPfWgWchau1+jtrO6Nxteee6KxzzvVyLQJ6sVmjrTX2sjLOlT1pzpQ9U5KoN66WcgJPnw506SKxLFECOKzBbbjeuFqyPr3siZbGqcX33BmsBVUdyuQXmQ4nlQ+JE+AE9EGge3eAQkObSsuWQL588jvOUqXkoaT1MXKHjYLviQ5Dzzu2gYA97Xbf3X2osKyCqG2sqLHwYeAHRI4UWdUILj6/iLxz8srafBjwAXGix1ElJ6zKPXb1wORTk8Wv6NTx3iZ7bZYbkYACcwvA55mPWEVtWOrBBwZj1JFRYvtKGSphV+NdmupsL+GNNzTGissrxO4ojPaNzjdEm+m8ozNmnJkhft88b3MsqrnIXuq5dD/bbm1D9ZXVxTHQdfiy90skjJ1Qs3GNOzYO/fb1E+XnSJwDVzpqcAxCsxFwwXonYM89Ue8s+fjsQ4DbrH048144AU6AE1BDwM8PSJxY3uLpUyB58uDPRo4EhgyRvq9ZUx7YT01fvK5EgO+J1lsDdwZbz85QLflFZqjp5oPlBDgBVyIwbBgwfLikce3aQJEiQG+zEJCUxGT3blcalVPryvdEp54erlw4BOxpt5NPTkaP3T1ETQqkKIAzbc6onptP3z4JOXLNy4V2F5AnWR7VskI28JzriXPPzokfW5PTWK0S7be1xxyfOWKzejnqYXWd1YrF1FpVC5tvbhbr9y7SG+Mrjlfc3pkrHnlwBCUXl5SpuK/JPpRLX074jJyZ5NQ0laGlhmJY6WHOPCSn0e3zt89IOC6hLGTz0lpL0SRPE810rPpfVezw3SHK71igI2ZUlZz5mnXMBXMCCgnYc09UqBKvxglESIDbLDcQToAT4AScj8C3bwCFhjYv164B2bIFf9KjBzBZev8YzZsDi/j7rDZPJN8TrUfIncHWszNUS71cZAEBAThx4gSKFCmC+PGV52gz1GRbMVjO1QpoCppwrgogWVFFd1zpzpLuME2lXDmgbFlg0CDps+rVgS1brKClrInumFoYtl72RGWzy2vphYA97bbV5lZYeGGhiK5F3hZYWFP6Ww3TNJPT4GHAQ7HJoiqLkOx1Mpvu5QICA5BgXAIhn6qpHGp+CCXTyJ2RavRUUnf+uflos7WNWFVt3tuMUzPijr+UJ3dxzcVolreZkq4jrOMMazjlmaZ8yNdeXRN1rZu9LtbUXSP8nXtWblx+eVn8bmGNhWiRr4XNY9dSgDNwNY0v5IsEdbLXwdq6azUZftCPIOH6evflnSh/Ve1VqJ9TyvlsS8fOxNWWcThbW6Nxteee6GxzzfVxTQJ6sVmjrTX2sjbOlT1pzpQ9U5KoR65x4wIfP0q8jh0DihYN/rtZM2DpUuk7yuo2cSJ7tnrkGhElveyJ7C3BskTuDLbMiNcAoJeLLDAwEA8ePECaNGkQM2ZMPreMCHCujECGEMO5cq6KCNBrhRQa2lQ8PYGqVYERI6TP6tQB1mrz0Jc6MZqt6mVPVGRfvJJuCNjTbgvNL4TTT06L7CZWnIieRXpaxbLisorYe1cK3zyk+BA0TNXQpns5OrFIJxdNJXqU6AjoH4CYUbW9Nzz/7Dzyz80v4/Cm7xt4xPKwyObj149CzuGf+CnW9Wnrg/zJ5fIsCgqjgrOs4VNPTUW3Xd1EDaNGjopHPR4hWdxkiD82vsy5uL/pfpRNV9aa4dqtjbNwpQEvOLcArbe2FsfuFt0NlMM3RtQYzHmEZedPej5BCrcUTPpyJq5MBuQkQozG1Z57opNMMVfDxQnoxWaNttbYy+w4V/akOVP2TPX67ChVKuDJE4nX9u1AlSrBf9eoAWzdKn1HYaP/+os9W6PZq172RPaWYFkidwZbZsRr6MgZzCeTE+AEOAHdEdi4EfjjD2lYGTMG/z1unPRZo0bA8uW6G7qjBsRvPB1FnvdrCwF72S2dto03Jh4+fpNej97TeA8qZJByCKsZR5cdXTD9zHSxSaNcjbD8D9vWs/77+uOfY/+IMkv8VgKHWxxWo5ZVdb8GfRXYfAn6IranPMWUr9hSOfPkDLzme4nVIiESPg78iFjRYllq6jLf+3/2R8pJKWXhjEeXHY0OBTvA4x+5w/x2l9vIkCCDy4zN0Yq++PACyScml71MsLvxblTMUJG5alNOTkH33d1FuRkTZIRvF1/m/XCBnIAtBOy1J9qiI2/LCZgT4DbL7YET4AQ4AeckkCsXcOWKpNuKFUDDhsF/Fy8O0ElhU5kxA+jY0TnH4Upa8T3R+tnizmDr2RmqpV4usu/fv+Pdu3eIFy8eokaNaqg51HKwnKs2dDlXzlURgYMHg8NCm0qiRAA5f6dMkT5r1QqYP1+ROGsqGc1W9bInWjPXvI3rErCX3d71v4sMU+VOuqc9nyK5W3Kr4E07NQ1dd3UV23om98SeOntsupcruqAoTjw+IcocVGIQRpUdZZV+ahuFPDU9ptwY9C/e36KYRecXoeUWKQpEpgSZcKvLLYvtlFRwpjW8xeYWWHxhsah2Wve0WF9vPSjHs6mQIzzwr0DQiW5nLs7ElTgVWVAEJx+fFJF1KtgJ06tIL1qwYll7TW1suL5BFNcyb0ssqLmAlXg4G1dmA3OwIKNxtdee6OBp5d3riIBebNZoa429TJBzZU+aM2XPlCTqkWuJEsDRoxIvc4dvjhwA5RA2lZUrgQYN2LPVI9eIKOllT2RvCZYlcmewZUa8ho5OBr99+xaHDh1CqVKl4O7uzueWEQHOlRHIEGI4V85VEYHz54H8ZmFC6UWX1q2B2bOl5vTqId2RalSMZqv8xlMjQ+JiNSVgL7vdcnMLaq6qKY4lQawE8Ovjh0iRIlk1vj139qDS8kpiWwpvuzTbUpQuXdqqe7lP3z4JIYe///guytTqhGRYA+60vRNmnp0pflU7W22sq7fOIpueu3vi35P/ivX+yPaH4CRlUZxpDT/1+BQKLygsG1Z7z/aY7SPtaRRumMIOO3txJq7EavSR0Rh0YJCI7bf4v+F+t/tWX5th8afcz0kmJIHfJz/xa1a5rU0CnY2rs9uhUv2MxtVee6JS/rweJ2CJgF5s1mhrjaV5ZfU958qKpCSHM2XPlCTqkWv16sC2bRKvUaOAQb9uuZMnB54/l77btQuoJP20ZQZZj1wjgqOXPZGZAagQxJ3BKmAZuapeLrKgoCB8/PgRceLEQZQoUYw8pUzHzrkyxSkK41w5V0UE7t4FMoQIlVm/PrB6tdS8Rw9g0iRF4qypZDRb1cueaM1c8zauS8Bedvv34b/x10EpEVKpNKXg3dzbanAP3j5A2ilpZe1vtb2F9EnSW3Uvd+DeAZRbWk6UFyVSFPj384dbDDerdVTTMOQJ3zTx0+B+9/sWRYTKnVxyCIaXGW6xnZIKzrSGkzOR8ipfeH5BVJ1yB5s774ukKoLjrY4rGZpD6zgTVwJx5eUV5JqVS8bkQrsLyJMsDzNO119dR/aZ2WXy7na9i3Qe6Zj14WxcmQ3MwYKMxtVee6KDp5V3ryMCerFZo6019jJBzpU9ac6UPVOSqEeuTZrIs7L17g2MHw/8/AnEigV8kTIE4fRpoGBB9mz1yDUiSnrZE9lbgmWJ3BlsmRGvoaOTwXwyOQFOgBPQHYE3b4CECeXDKl0a8DZzvvTvD4wZo7uhO2pA/MbTUeR5v7YQsJfd/rn+T6y6skpU1dZQtJSDOO7ouLI8st7NvFEqbSmrcAzzHobhhyQnqldKL5xqfcoqWdY0uvTiEvLMljvfXvV5hUSxE0UoLsXEFHj24ZlYZ02dNaibo641Kjh9m9lnZ6PD9g7h6tkgZwOsrL3S6cfhbAqSo51CuN97e09UbUTpERhcajAzVUPOXep4qfGg+wOmp4+ZKcsFGZqAvfZEQ0Pmg2dKgNssU5xcGCfACXACzAh07QpMmyaJo0B98+YBnz4BceLIu/H1BTJmZNa1YQXxPdH6qefOYOvZGaqlXi6yz58/4+7du0ifPj1i0es5vDAhwLkywRhKCOfKuSoi8P07EC2avGrWrMCNG9Jnw4YBQ4cqEmdNJaPZql72RGvmmrdxXQL2sls6eUgnEE1ldtXZaFegnU3gyHlKTlRTGZp/KPqV72fVvVyZJWXgfV96WaZ3kd4YX3G8TfqpaUwnXN3GuCHwe6DYbFejXaiUMfx4Ya8/vUai8XJn8fVO15E1UVY1XYdb19nW8Pdf3iPFpBT48PVDmDr3K9YPY8uPZTJ2LYU4G1caa7ed3TD19FRx2AVTFMTpNqeZYWi4viFWXpEc9Y1yNcLyP5Yzk0+CnJEr0wE6SJjRuNprT3TQdPJudUhALzZrtLXGXqbIubInzZmyZ6rX+7ghQ4CRIyVedeoAa9cCjx8DqVPLOb5+DSRIwJ6t0exVL3sie0uwLJE7gy0z4jV0dDL43bt3OH36NLy8vBAvXjw+t4wIcK6MQIYQw7lyrooJuLkBH8wemtPdJZ0YNhU6FUyngzUqRrNVfuOpkSFxsZoSsIfdfg36ijij48hC+h5tcRTFfitm09jqra2HtdfWijJqp6iNhfUXqr6X+/L9C9z/cZc5Yrc02ILqWarbpJ/axkUXFMWJxyfEZqPKjMKgklIu15DyDt0/hNJLSosfx4gSAx8GfgCFT2ZRnHENb7e1Heaemxvm8GZWmYkOBcM/OcyCCQsZzsh1/939KL+svGx4lH+Z8jDbWujkcep/U+PJeymf85xqc9DWs62tomXtnZEr0wE6SJjRuNpjT3TQVPJudUpALzZrtLXGXubIubInzZmyZ0oS9ciVMrL16iXxKlcO2LcPuHwZyJ1bzpHOcmiRtVKPXCOyQL3sidpcZRFL5c5gR1B3wT75ReaCk8ZV5gQ4AeMQoNcN6bXD8ArdnVLeYF6YEOB7IhOMXIidCdjDbsPKSUr5eN1juts02r8O/IW/j/wtyqiaqSq2NdymWuaxh8dQfFFxsV0kRMLrvq/hEctDtSxbGnTd2RXTTkuxxGplrYWN9TeGK3L66enosrOL+H3eZHlxvt15W1Rw+rbnn50XcgeHVbY33I4qmao4/RicUcFvQd+QeHxiBHwJENVj5bC9639XCENtXlieYHdGnlwn1yVgjz3RdelwzZ2RALdZZ5wVrhMnwAlwAsDChUCrVhIJT0/g7Fng0CGAMriZirs74O/PibEgwPdE6ylyZ7D17AzVkl9khppuPlhOgBNwNQK5cgFXpLCsodSfMQPo2NHVRuW0+vI90WmnhisWAQF72C3lCqacwaZC+UIf9nho87wsu7gMTTc1FeVkTJARvl18Vcsdc2QMBh4YKLbLnTQ3Lra/qFqOrQ2WXFiC5pubi2JSxUuFRz0ehSu2/bb2mOMzR/y+ce7GWPb7MlvVcPr2XvO8cObpmVB6XulwBTmS5HB6/Z1VwQbrGmD11dWietUyV8PWP7farO7iC4vRYnMLUU7i2InxovcLni/YZrJcgBYE7LEnaqE3l2lcAtxmjTv3fOScACfg3AQ2bABq15Z0zJABuH0b2LQJ+P136fP06YE7d5x7LK6iHd8TrZ8p7gy2np2hWurlIjNa2AR7GSnnqg1pzpVzVUygeHHg2LHwq8+fL39VUbFgZRWNZqt62ROVzS6vpRcC9rDbQfsHYfTR0SKyyhkrY0ejHTYjPP3kNArNLyTKiYzIeNH1BRJ5yPPoWuqo8orK2HV7l1itc8HOmFZFOqFrqT2r76++vIqcs3LKxD3v9RxJ4yYNs4viC4vj2CNpjR9bbiz6Fe/HSh2nDde28PxCtNpi9pr9rxG/H/AecaPHZTZ+rQQ569743+X/0GhDI3HYMaPGhF8fP8SJHscmFC03t8SiC4tEGbWz1ca6eutskhlWY2flynygdhZoNK722BPtPIW8O50T0IvNGm2tsZdZcq7sSXOm7JmSRD1yPXgQKFtW4pUwIeDnF/6JYS3I6pFrRJz0sidqYQuWZHJnsCVC/HuBgF4uMkqofu/ePaRLlw6xYsXis8uIAOfKCGQIMZwr56qYQLVqwPbt4VdfvhxoJD34VSxXYUWj2ape9kSF08ur6YSAPey25qqa2HJzi0isT9E+GFdhnM0EAwIDhFy/5uV8q/PImyqvYtnff3xHgn8S4P3X92KbNXXWoG6OuoplsKoY9CMI8cbGw6dvn0SR4YU+pjysHv94yML6sg6T7Kxr+MevH5FyUkrZ2BPGSgi/vn6spkJTOc7K1f+zvxAqOuhnkDj+ISWHYM1PFucAACAASURBVFjpYTad4s04NSPu+EvHHab8bwq6FurKnLGzcmU+UDsLNBpXe+yJdp5C3p3OCejFZo221tjLLDlX9qQ5U/ZMSaIeuZ4/D+Q3y25DOYG/fQMmTgT69JE4VqgA7NnDubIgoJc9kQULtTK4M1gtMYPW5xeZQSeeD5sT4ARcg0DjxsCKFeHrunYtUKeOa4zFBbTke6ILTBJXMRQBe9ht+inpce/tPbHvpbWWokmeJkxmI9mEZHjx8YUoa1P9TaiZtaZi2T5PfVBgXgFZ/We9niFZ3GSKZbCsWGJRCRx9eFQUObz0cAwpNSRUF48CHuG3yb/JPn/Q/QF+iy//jKVuziSry44umH5muqiSZ3JPnG171plUdEldyiwpA+/73jLdm+RugrnV54JOCqstT949Qap/U8maXWh3AXmS5VEritfnBOxCwB57ol0GwjsxDAFus4aZaj5QToATcDEC9+4BFALavLx7B4wdC4yWgmahXj1gtZSpxcVG6Vzq8j3R+vngzmDr2RmqpV4usqCgIHz48AFx48ZFFHpVhxcmBDhXJhhDCeFcOVfFBDp3BigvcHhlyxagenXF4tRWNJqt6mVPVDvPvL5rE9Dabj98/QC3MW4ySOfankO+5PmYgCu5qCSOPDwiyhpTdgz6l+ivWPakE5PQa08vsX6WhFlwo/MNxe1ZV+yxqwcmn5osiq2euTq2/CmdqjZ9sdN3J6r8V0WsFy9GPLzt99amE5whx+LMa/hd/7vwnOuJt4FvBbWn/m8quhTqwno6NJHnzFw33diE31ebJTH7RcArpRfoRYvkbslVMVl5eSUabmgotnGP6S6Eno4Smf3vLWfmqgqak1U2Glet90Qnm16ujg4I6MVmjbbW2Mv0OFf2pDlT9kxJoh65+vsDCRLIeT18GOwInj1b+rx9e2DWLM6VBQG97IksWKiVwZ3BaokZtL5eLrK3b9/i0KFDKFWqFNzd5eEGDTq1TIbNuTLBGEoI58q5KiYwaJD8lcOQDXfvBipWVCxObUWj2ape9kS188zruzYBre02VF7fSJHxceBHq04ZhkW6zZY2mH9+vvhV4+yNsazuMsWTUmtVLWy+uVms3yZ/G+EUpKPK8kvL0WSjdGo6hVsKPOn5JJQ6446NQ799Un7goqmL4ljLCHLEWzEgZ1/Dzz87j7XX1iJnkpyon6O+Jg5GK7BZbOLsXMceHYuB+wfiJ37KxpLSLSU2NdiEAinkJ+kjGnCHbR0w20d62lUtczVs/XOrRUbWVHB2rtaMyRnaGI2r1nuiM8wp10FfBPRis0Zba+xlhZwre9KcKXumJFGPXH/8AKJGBX6a3VJfugT8/bf8JPDAgcGfaVH0yDUiTnrZE7WwBUsyuTPYEiH+vUBALxfZ9+/f8f79e7i5uSEqrdS8MCHAuTLBGEoI58q5KiYwfjzQt2/41b29gVKlFItTW9FotqqXPVHtPPP6rk1Aa7tdcG4BWm9tLUJiffJ2wvEJ6LNXSrpUNFVRHGulzCn64+cPIUfqm89vRP2W/b4MjXM3dtik3vC7gWwzssn6J2cwOYXNS9ONTbHskuT0bpu/LeZUn8NUb6Ot4UzhRSDMFbhSju9GGxqBTvabFwoVvajmIjTI2UARrhwzc+Daq2ti3XHlx6FPMbMkaYqkKKvkClyVjcS5ahmNq9Z7onPNLtdGDwT0YrNGW2vsZXucK3vSnCl7piRRr1zpvFlAgMTs8GFg5Ehg717pM3ps17s358qCgF72RBYs1MrgzmC1xAxan19kBp14PmxOgBNwDQLz5gFt24av68mTQKFCrjEWF9CS74kuMElcxVAEtLbbkGGPa2erjXX11jGbia03t6LGqhqivMSxE+Nln5eK5F95eQW5ZuWS1XV03l1yUMcfG1/mhNvSYAuqZ5GH9M83Jx8uPL8g6j6t8jR09uqsaNy8EieghABdHzVW1pDl+za1G1h8IEaWHYnIkSKHK+rVx1dIMiGJ7PuTrU6iUCp+36GEP6/jGAJa74mOGRXvVc8EuM3qeXb52DgBTsDVCaRNCzx4II1i82ZgxAjAx0f6bMECoGVLVx+pc+jP90Tr54E7g61nZ6iWernIAgMDcf/+faRNmxYxY8Y01BxqOVjOVRu6nCvnqpjAmjVA/frhVz9/HsibV7E4tRWNZqt62RPVzjOv79oEtLbb8kvLY/+9/SKkYaWGYWjpocyg3Xp9C1mmZ5HJe9P3DTxieVjsY+aZmei0o5NYL038NLjf/b7FdlpXKL24NA49OCR2M6TkEAwvM1z8+/uP74g7Oi6+BH0RPzvY7CBKpy3NVDWjreFM4UUgzJW4+n3yQ921deF93zvUiGpmqQk6Se8WQ54T3FRx4/WN+GPNH2K72NFiC3mto0WJpglqV+KqCQCNhBqNq9Z7okbTxMUamIBebNZoa429TJZzZU+aM2XPlCTqlSs9brt4UWK2ZAkwfDhw96702YYNwO+/c64sCOhlT2TBQq0M7gxWS8yg9fVykb179w4nTpxAkSJFEC9ePIPOJvthc67smZJEzpVzVUxgzx6gUqXwq1+7BmSThyNVLFtBRaPZql72RAVTy6voiIDWdptsQjK8+PhCJLau7jrUzl6bGcFvQd8Qe3RskIPUVE60OoHCqQpb7KPBugZYfXW1WK9J7iZY+vtSi+20rtBrdy9MOjlJ7KZKpirY3nC7+PdNv5vIOiOrTI1XfV4hUexETFUz2hrOFF4EwlyNK11jXXd2leX+NQ0vV5Jc2NxgM9J5pAs14pBRAcqnL4+9Tcxi4jEG7mpcGQ9fM3FG46r1nqjZRHHBhiWgF5s12lpjL4PlXNmT5kzZMyWJeuVapgxA2dlMZcoUYOhQypEsfaZl9ja9cg3PCvWyJ2pzlUUslTuDHUHdBfvkF5kLThpXmRPgBIxD4PTpiMNA37kDpE9vHB4aj5TviRoD5uI1IaCl3YYVJvZGpxvIkkh+ktfWgdHJYDohbCqLay5Gs7zNIhT78+dPpJyUEs8+PBPrzas+D63zS/mNbdXL2vYrL69Eww0NxeZJ4yTFs17PEClSJOGzddfWCac1TSVZ3GTC97xwAloSoJP05BQO+hkk64ZeQqCXPEqlLSX7PP+c/Dj//Lz42YjSIzC41GAtVeSyOQGbCWi5J9qsHBfACYRBgNssNwtOgBPgBJyXAJ343bRJ0m/IkOCcwT9/Sp/RyeHcuZ13DK6kGd8TrZ8t7gy2np2hWvKLzFDTzQfLCXACrkbg5k0gq/z0mGwIjx8DKVO62qicVl++Jzrt1HDFIiCgpd0evHcQZZeWFXuPESUGPg78iCiRozCdE8pruvXWVlHmgOIDMLrc6Aj78H3ti8zTM8vq3Ox8E5kTyj9jqqhCYWHp9qjHI6SKl0qQMMx7GIYfksJGa33iUqHavJoBCBy4d0B4EeHN5zey0UaNHBUzqsxAW8+2wucBgQHw+McDPyE96TrU/BBKpilpAEp8iK5MQMs90ZW5cN2dlwC3WeedG64ZJ8AJcAItWgCLF0scmjUDKFS0eXn0CEgV/DOPFxsJ8D3ReoDcGWw9O0O11MtFRmETfHx84OnpycNEM7RgzpUhTDNRnCvnqpjAixdAsmThV/fzAxImVCxObUWj2ape9kS188zruzYBLe122qlp6LqrqwgoX7J8ONfuHHNgffb0wYQTE0S5f2T7A+vrrY+wnwXnFqD1VukUMJ2ufdrzqXj6lrmSKgT++PkDCf5JgIAvAWKrjfU3olbWWsLfddbUwfrr0vi6F+qOf//3r4oelFU12hqujIrttVyd6503d1B9ZXVc97seCkbngp0FW9xzZw+q/ldV/D56lOgI6B+AmFFj2g4wHAmuzlUzMDYKNhpXLfdEG6eCN+cEwiSgF5s12lpjL3PmXNmT5kzZMyWJeuXaowcwebLErEQJ4MgROcOPH4HYsTlXFgT0sieyYKFWBncGhyC2c+dOVKlSRfx06NChGDZsmFqu4da/fv06Fi5ciN27d+PRo0dC4vSkSZMiY8aMKFu2LBo2bIi0adOG2/7atWuYNWsWvL298eDBA6F9/PjxkTNnTtSoUQOtW7eGm5sbM31NgvRykX3+/Bm+vr7IlCkTYsWKxZyTUQVyrtrMPOfKuSomEBgIRLSmvX8PxI2rWJzaikazVb3siWrnmdd3bQJa2m27re0w99xcEVDTPE2xpFaIV6EZ4Jt/bj7abG0jSsqZJCcud7gcoeRmm5ph6UUpP3C9HPWwuo6UP5iBWjaJKLe0HOgUpqkMKjEIo8qOEv4MGRZ7QY0FaJmvpU39hdXYaGs4c4DhCNQD13df3qHh+obY7ivlsjYNt1y6csjgkUF27Zf4rQQOtzisKWI9cNUUkJXCjcZVyz3RyingzTiBCAnoxWaNttbYy6w5V/akOVP2TEmiXrmOGBGcI9hUKDDfkyfS39GjA/TY7lc2IOZw9co1PFB62ROZG4ICgdwZbAbp48ePyJEjh+BkNRVWzmDKVzZ48GD8888/+P79e7hT8++//6J79+5hfj9x4kT0798/wvZp0qTBli1bkJtxEHp+kSm4mngVToAT4AQcSYCcwXR3GVb5+hWIFs2R2umqb74n6mo6DTMYLe226IKiOPH4hMhyXPlx6FOsD3O2Rx4cQcnFUvhZJeGo001Jh/tv74u6TK88HZ28OjHXzVqBfff2xfjj48Xm/8v4P+xstBOfv31G3DFxQaeHTeVU61PwSullbVe8HSdgFYGgH0EYuH8gxh0fZ7G9+csMFivzCpyAAwlouSc6cFi8ax0T4Dar48nlQ+MEOAGXJzB1KtCtW/jDoEB+z565/DCdZgB8T7R+Krgz2Ixdz549Qc7YJEmS4OXLl8I3rJzBbdq0wfz58wWZefLkQatWrYT/0ulUOiFMJ37XrVuHFi1aoFsYq8eaNWtQv359oX306NHRqVMnlC9fHokSJcKdO3cwc+ZMHD16VPg+efLkoBPIdGKYVdHLRRYUFCS8hUTco0Rhm8eOFWtXlMO5ajNrnCvnqooA3V1SuOiQhV49DArS7hVEkHhjra162RNV2Rev7PIEtLJbeuEx/tj4eP/1vchoR8MdqJypMnNmLz++RNIJSWVy73a9i3Qe6cLs62HAQ6SZnEb23aX2l5AraS7mulkrcM3VNai/Lvgen0qi2InwsvdLnH9+Hp5zPWViPwz4gDjR41jbVbjtjLaGMwcYjkC9cV1+aTlab2mNL0FfwkW4u/FuVMxQUVPEeuOqKSwVwo3GVas9UQVyXpUTUEVALzZrtLVG1STbUJlztQGeQe7j2BOyTqJebXXpUoDyBIdXsmUDrl2zjpmSVnrlGt7Y9bInKplb1nW4M/gX0XPnzsHLywtRo0bFtGnT0LZtW+EbFs5gCgtNzl8qdOqXTvhGjhw5zLn8+vWr4OwNWXLlyoUrV64IH2/btg1Vq0q5mUx1a9eujQ0bNgh/Uh/k3GZV9HKRvX37FocOHUKpUqXg7u7OCo/h5XCu2pgA58q5qiKQNStw82boJjFjUiweVaLUVjaareplT1Q7z7y+axPQym4fvH2AtFPkKU4e9XiEVPFSMQdGjmf3se549/WdKJtO0dJp2rDKiksr0HhjY/Erj5ge8Ovrh8iRwr4PZ66wAoF3/e8iw9QMspr3u93HoQeHQCGuTSW9R3rc6XpHgUT1VYy2hqsnZF0LPXI99fgUaq2uhecfnoeCEiVSFPj384dbDPYpi8w70yNX6yyMbSujcdVqT2Q7K1waJyAR0IvNGm2tsZcNc67sSXOm7JmSRL1y3bIFqFkzfGbFigG/zvBpAlavXMODpZc9URNjsCCUO4N/nWgiRzA5hIcPH46SJUuiTJkyAjpbncHv378HhW729/dH6dKlcfDgQdXzTMnVTad88+fPDx8fnzBlXLp0SThtTIUcw3TSmFXRy0X27ds3BAQECDyj8ZCprMwDnCszlDJBnCvnqopA4cLAqVOhm9CLL/7+qkSprWw0W9XLnqh2nnl91yagld1uv7Ud1VZWE+HEjxFfcAhF0ighktc8L5x5ekbsb3KlyehWOOyYXCFzGdfIUgObG2x2qokkB3fCcQnhHyit0+vqrsOpJ6dk4aO11N1oa7i9DECvXB+/e4xaq2rB55n8N2nBFAVxus1pzfHqlavm4Cx0YDSuWu2Jjp5H3r9+CejFZo221tjLIjlX9qQ5U/ZMSaJeuR4+DJQqFT6z6tUBchhrVfTKNTxeetkTtbKHiORyZzCACRMmoE+fPsicOTPIoXrixAlmzuDZs2ejQ4cOwhx4e3sLJ1LVFj8/PyROnFhoVqdOHaxduzZMEZTzOG7cuMJ31apVw9atW9V2FW59fpExQ8kFcQKcACegDYFKlYA9e0LLTpoUeB76BI82ShhDKt8TjTHPehulVnb7z9F/0H9/fxFX8d+K40iLI5rha7qxKZZdWibK71CgA2ZWnRlmf1mnZ8XN11LEhAkVJqBX0V6a6Wat4ArLKmDf3X1i8/7F+uPCiwvYdXuX+BnPxWotXd5OCwKU07rllpZYdWWVKH5mlZnoUDD4dy8vnICzE9BqT3T2cXP9XJcAt1nXnTuuOSfACeifwOXLQO7c4Y+zaVNgyf/ZuxN4q6b2geNPaZ5JlISElPrL20BvEoWMIZnCqwgRiSJkyiwSQmYZisxCJFMiJENCyFCZohANNP8/z8q+3eHce885rWffs/f+7c/H533r7vOcvb/rOWuv7nPWWg/E3yGsO+SZmL104ovBc+bMkZ122kmWLVsmr7zyinTp0sUVbX3NDNZ4r732mtuH+Jd/93LUGQD6/7V4u/nmm+cVcEtqxrp168rvv/8u6c4M1iWidaloX0dcPmT//POP26O5UaNGUkWXTuXwIoCrF8YiQXDFNSMB3Vf+sceKvmSrrUTmzs0oVKYnJy1X4/JMzLSdOT/aAlZ5e9xTx8mYmWPycPq27iujDhplhjX0taFy2ZTL8uJ3adxFXvnf+kJq8INflvwi9YfXL3Ad75/8vrTZoo3ZtWUb+IJXLpBr37427+X7bLuPzFo4S3QGZnA8cvgjcnSLo7N9ixJfl7Q+3AQxRdC4u+q/acfOHCtPffGU/HfL/8rZ7c8OZQn2uLuGlZ+F3ydprlbPxLJqP943/gJxydmk9TVhZSau/qUx9W+qEePq+v33Ivqrt+KOAQNERoywMY2za3FicXkm2mVE8ZETXwzef//95aWXXpJjjz1WHn74YSflqxi8Zs0aty+tLhXdrVs3N6P3mmuukTvvvFN+/vln9166hJ4WeM866yw57rjjil1S74ILLpBrr133S6IJEyaIXnfh44gjjnBLQ2+00UYyc+ZMaaa7k3s64vIh0yWi3377benQoUPe0tueiBIdBleb5scV14wETj1V5K67ir5k++1Fvvoqo1CZnpy0XI3LMzHTdub8aAtY5W2rO1rJjF9m5OHcuv+t0q9dPzOsB6c/KCe8sH4vXd2bWPcoLnw88fkTcsTjR+T9dY1KNdzy1RXKVzC7tmwDP/n5k9Lj8R55L69esbosXbm0QLiZp82UFpu1yPYtSnxd0vpwE8QUQXG1kcYVVx8CVs9EH9dGDARSCcQlZ+nDbfIbV/+umPo31YhxdV28WKRWreLNhg4VueQSG9M4uxYnFpdnol1GFB850cXgsWPHuiKwFmy/+OILN0tXD1/F4Llz58o222zjYvbp08cVaN9LtZ/jv+1z5JFHypgxY6RChaK/pFqyZIkcdthhbvZy5cqV5YwzznCzmDfddFP59ttvZdSoUTJ58mRXCL7lllvk9NNPzyif9ENU0qHFa91XWQ+dWbvllltmFJ+TEUAAAQSMBQYPFhk2rOibtGghomvWcHgTYODpjZJAIQpY5O3K1SulxjU1ZMXqFXl3MrnXZNlj6z3M7mzmLzPl/+4ouAbXkguWSPVK1Qu8Z/8X+8vIaSPz/q5rk67y0nHrl102u8AsAs9dNFe2uXndvxlSHRXLV5QlFy6RShtVyiI6L0EAAQQQKCxg8UxEGQFLAXLWUpfYCCCAwIYJrF0rUrGiyOrVqeOMHClyxhkb9h68er0Az8TssyGxxWBdcllnzv7666+ukNq3b988RV/F4I8++sjN+tVDC7jLly9373n99dfn7R2s7zVo0CD58st1+5kNHjw4bwZw4WZdtWqVjB492v38m2++KdLq3bt3l/POO0923XXXjDNCZyine3z++ed5s47/+usvqVixolStWlVWr17tZkFXr17d/Z0u/aD3XLt2bRdaf6bF6mrVqonOmtbXBufqeX///bcrzOuhxW+9Jv25LkGm3xzS11WqVElWrFjhlvXWuHqOLretR7rnarxgb+VFixa5a9f20c3WNVatWrWkfPny7j30nmrWrOni6zXoebq8dHCu/kzvSa9d/05fq4fem16rnqvtpvdT0rmFDfX69EsBJRmWpXdxhkHbBIbqmf9cNVSTTL0zMQzODQxTtU023qlyVtsnyO/8ORucG+Tshua3Rc6WlN+ZeAd5mD9nNQ/yfxboI0LqI66+WmTIkCJd+ZrWraX89Omh9slx7yP0eabbDejBF6TSHT1wXlkLWPyDadaCWdL89uYFbm3huQulbrW6Zrere5VWv7q6rJW1ee/x4Skfyi4NdinwnoVnLF/V+Sq5sOOFZte1IYG1z9zshs1k4bKFKcPojGCdGcyBAAIIIOBHwOKZ6OfKiIJAagFylsxAAAEEcltg001Ffvst9TXqYrTHHpvb1x+lq+OZmH1rJbYYfOKJJ8r999/vCqdTp051xb/g8FUMfuutt6Rjx455cfUXxx9//LFssskmBX9ptnCh7LzzzvLTTz+5AqLO9G3YsGGRVn333XdlyJAh8vrrr7sCW+FDiy8601mLxUEhJt3UyKQY/NBDD7klrfXQa9H9jP/v//7PFTxfffVVtwSzzliePXu2+++AAw5w57755puuILrLLru4osTEiROdf/369d09f/bZZ3LwwQe7c3UpZy0YtmnTxhVZdWls/f/qMm/ePNFCu56r7RbMttZYWoR77rnn3HtstdVW8uOPP8r06dPdNWhB6p133nF7L++xxx7uWvRc3TN62223lfnz57tYXbt2dQVLfQ/9hb+eq4dew/bbb+/+W7hwobtGnZ2tRbBPPvlEfvvtt7y9pvXett56a9lxxx3ljz/+cPe+5557usKhFtO1rffee28XV2d7N2jQwF2HFpHVVPNG80S/JPDdd9/Jfvvt587V3Nx4441dvmgxb9KkSdK+fXu3J/XXX3/tzj/wwAPduVOmTHEFcv1CghYjdTl0nd2t76V7Zes16/LleuhnQH3atm3ritcvvPCCtG7d2s0A10LHhx9+KAcddJArfE+bNs0577bbbu61zz77rLtP3Qdb2+fTTz91y5hrLn/wwQeuUL777ru7c59//nn3RYImTZq4L2Joe+y7776uIK+fDS0Wd+rUyZ374osvuvN22GEHZ6ufp86dO7t20/fQ1+uf9Xj55ZddYUZja4FfZ8lrHP1ywaxZs9w96PvoEezh3aJFC9e++me9Ps3jr776yn3RIliGXeNom7Vq1crdh75P4K3naWx10UOvT+9D3bQYqtevnltssYXoKgF6f4cccog7Vz/LmrvaHlpMVRdtJ70HfaCpm7ajvqe2o95z0JeMHz/efd501QGdsa/tofmhnxdtJy3AB+dqOzZt2lS22267PO999tnHfbFixowZLjc1L/XQ/GjcuLE7Xz8j+r66d7r2JfrZ1PfKn7N6X82bN3dtpnmpnxPNTV1lQe9XP0e53Eeogeawfuby9xH6//Xzov2YHpHqI26/XaRf0aVZV7RrJ5Xee8+8j9DPm+axfi4K9xH6GdI+Ufu+999/P/J9RMuWLSkGu08IR5QELP7B9Phnj8uRTxyZx9CgRgP5aeBPpiz67N7h9h1k/j/z896n8H66f/z9h9QdVrdAwXhK7ymy+1brxiO5eOz38H4y8ZuJKS/tmBbHyNjDx5pdtprquFfHz8GXIM3eLEGBcbVpbFxx9SFg8Uz0cV3EQKA4gbjkLH24TY7j6t8VU/+mGjHOrtttJ5Ji7p6DnDBBJMWOn96Q4+yaCikuz0RvCZBBoJwuBmtRSgtUG3po0bdXr155YYJirxa29Bf/+kvq/IevYrDG1mJQcNxxxx1yqu7pmOK47bbb3NLPeugyz2eeeWaBs3QvYC3AapFCC0FDhw7NK2hqoWvcuHFyxRVXuOKRFhW1wKhF1nSPTJaJjvLMYC0qahFPC4FaDGJmcHYzsQvP+tM806K1FtX1Z8wMXjfzfUNnBuvnWQuxWvitV6+e+zj7ytkkzwzWLy5on6fFbJ2BX3ilAYuZ2KGsHjB2bMqvGq7Zay8p/9prpjOD9QsEWujVL4aoHzOD0336ch4C4QlY/IPpktcvkSvevCLvJvZtsq9MPC51QdPXnWqf3WV0F3l3wbt5IS/rdJlcuueleX9+/qvn5eBH1n3BUI/KG1WWP8//UypXqOzrMrzHuei1i+SqKVeljGs9q1lN9QuF+oUwHbtw+BHA1Y9j4Si44upDwOKZ6OO6iIFAcQJxyVn6cJscx9W/K6b+TTVinF3btBH54IPUbu++K5LFQq5pN0KcXVMhxOWZmHYDezwxccXgoJiqMwDPPvtsufHGG4tw+ioG6y9V9BfjwaGz5XS2aqpDZ3XqjFM9jj/+eHnwwQfzTtPChc6Q1Bl/WujV2as647PwobNyddaf/hK+R48e8vjjj3tLFT5k3igJhAACCNgIvPCCyL8z1Qu8gX79UL+GyOFNgGeiN0oChShgkbfdx3WXp794Ou8uztntHBnedbj5XRXeD7hny54ypvuYvPc99+Vz5YZ3bsj7c6etO8kbvd4wv64NeYNnvnhGDht3WMoQzx79rHRrum41Fw4EEEAAgQ0XsHgmbvhVEQGB4gXIWbIDAQQQyG0BNTiDoQAAIABJREFUXQD01VdTX6PuDrrDDrl9/VG6Op6J2bdWTheD9bZ0ydENPXRZ3GBfz0ceeUR69uzpZoPpXsHB3rH530NnvuosWz0OP/xwV1jVQ5ch1mVU0z20eKtLrQVLOutMZ52NnOrQIrUuTayHLq+qS7YGx8033ywDBgxwfxwzZoy7/uIOLQbrrGBdglaXMtZlW30ccfmQ6dKluoSvLmGcf2lwH0ZJjoGrTevjimtGAm+/LfLvkuwFXnfYYSJPPZVRqExPTlquxuWZmGk7c360BSzydoeRO8js32fnwdx/yP3Sq9X61XgsxLS/ueXdW+TsSWfnhW/doLVMP2V63p93vWdXmfbjtLw/X7zHxXL5XpdbXI63mD/89YM0GrFuL/LCx7f9v5XGG6f/b5BMLyppfXimPtmej2u2ciW/DldcfQhYPBN9XBcxEChOIC45Sx9uk+O4+nfF1L+pRoyz6xFHiDzxRGq3BQtEdE9hqyPOrqnM4vJMtMqHkuLmfDHYN8ro0aOld+/eWYUtvNx0OkG0eKz7s+qhRcjilr3W6fzBbF/dK1T3EA2Ovn37yp133un+qHsx5p9tXPgazj//fLnuuuvcX+u+pFrA9nHE5UNWeD9ZHzbEWLd0cf59ejHxI4CrH8fCUWLr+tlnIi1aFEU7+miRRx6xwfw3amxNi1GLyzPRNCkInnMCvvN22cplUuPqGgX25X3/5PelzRZtTO9d+5tbnr9FLv1m/bLQNSrVkL/O/0vKlSsnS1YskTrX1pHVa1fnXccrx78iXbbtYnpdGxpcvzxaf3h9+XXprwVCVa9YXf664C8pX678hr5Fsa9PWh9uBlkoMK420rji6kPA9zPRxzURA4GSBOKSs/ThNnmOq39XTP2basQ4u558ssg996R2W7lSpEIFG9O4u6ZSi8sz0S4jio9MMTgD9WyKwSeccELeks8lFXJnzpzp9gLW45RTTskr/uqfdS9h3VNYDz1P97st7hg4cGDe0te6Z3Hr1q0zuMPiT43Lh2zlypWi+wbXrVvXy37UXnBjEARXm0bEFdeMBH74QaRRilllJ5wgMnp0RqEyPTlpuRqXZ2Km7cz50Rbwnbcf/PSBtLl7feG3nJSTJRcukWoVbfec1f5mxpwZ0nZs2wIN8uM5P8oWNbeQSd9Mkn0f3jfvZxXKV5BFgxdJ9UpFt1jJtRY9cOyBMmF2wWX92zVsJ+/1ec/0UpPWh5ti5guOq400rrj6EPD9TPRxTcRAoCSBuOQsfbhNnuPq3xVT/6YaMc6u554rcsP6nYryAGvVEvnzTxvPIGqcXVPJxeWZaJsVqaMnrhicDrKvPYP1vcaPHy+HHHKIe9urrrpKLrzwwpSXMHToULnsssvczx566CE57rjj8s4bPny4DBo0yP359ttvl9NOO63Y22jbtq1oEVhnRixYsMAVPX0cfMh8KBIDAQQQMBRYskSkZs2ib3DKKSL/ri5h+O6JCs0zMVHNHZub9Z23oz8eLb2fXb/aznabbCezz1y/ZLQl3Jq1a9ys5L9X/Z33Nq/97zXZq/FecvFrF8uVU67M+/vdttxN3jnpHcvL8Rb70tcvlcvfLLic9Um7nCT3dCvmK+be3plACCCAQLIEfD8Tk6XH3ZaFADlbFuq8JwIIIJC+wFVXiVx0UdHzt9lG5Lvv0o/DmaUL8Ews3ai4MygGp5BJtxisyz8Hewh36tRJ9HWFD12zfeedd5ZPP/1UatWqJdOmTZOmTZsWOE1nDLdr106WLFki9erVc8tKV6u2flaF7pvcvHlzt/dww4YN5b333nP/W/i466675NRTT3V/3b59e5k6dWr2mVHolXH5kOnezD/++KPzq1y5sjefpAfC1SYDcMU1I4G1a0UqVhRZvX5pVPf6M88UueWWjEJlenLScjUuz8RM25nzoy3gO28HvTxIhr8zPA/l0B0PlaePetocKehvDpt4mHzy6yd57zfqwFHSt01f6TS6k7w59828vz/vv+fJdfus20Il14/nvnxOuj3arcBljug6QgbsNsD00pPWh5ti5guOq400rrj6EPD9TPRxTcRAoCSBuOQsfbhNnuPq3xVT/6YaMc6uuqjrGWcUddtlF5EPP7TxDKLG2TWVXFyeibZZkTo6xeAULj6LwRr+rbfeki5durg9gzfZZBMZPHiwaPFYi7u6z6ru8fvHH3+4K3n00UflqKOOKnJVJ510ktx3333u77VgPGDAAOnYsaPUrFlTvv/+e/e6sWPHup9vtNFG8sorr8iee+7pLafi8iHTvQmmTJni7OrUqePNJ+mBcLXJAFxxzVhg001Ffvut4Mt0rZphwzIOlckLkparcXkmZtLGnBt9Ad95u9/D+8nEbybmwVzU8SK5ovMV5lBBf3P/4vvl6dnri89n73a2XN3lardf8PLVy/Ou4/ljnpcDdzjQ/Lp8vMFPi3+ShjcW/MJnGPsdJ60P99FW6cTANR2lzM/BNXOzdF6RNFffz8R0jDkHgQ0RiEvOJq2v2ZA2z+S1uGaild65mKbnlOlZcXbVssyxxxYV6dJF5JVXMpXK7Pw4u6aSiMszMbNW9nM2xeAUjr6LwfoWTz75pPTu3VsWL16csuUqVqwot9xyi/Tt2zflz/UbHrr/8Lhx40ps+erVq4vOEO7Zs6efDPk3Ch8yr5wEQwABBGwEmjQR+fbbgrF1nZor7As0NjeUm1F5JuZmu3BVJQv4zlstWmrxMjjG9RgnR+50ZGjNcMnrl8gVb67v2w7Y/gAZ3GGwmxkcHLqP8e+Df5c6VaLzBcD/3Pkf+Wj+R+4W9LrnDZgnNSun2AIgNGneCAEEEIifgO9nYvyEuKNcEyBnc61FuB4EEECgoMCECSIHpvgOco8eIo8/jpZPAZ6J2WtSDE5hZ1EM1reZN2+ejBw5Ul544QU3m1eXkG7UqJHsvffebqbvdtttV2pLvv766zJ69Gh599133XLHWiTW5ad16WmNc8opp8iWW25ZapxMT+BDlqkY5yOAAAJlINC6ddH1Z7QQnGrjkjK4vLi8Jc/EuLRksu7DZ96uWrNK+j7fVz799VP339KVS+Wz0z+T5vWah4Y65pMxctzTx+W9X5ONm0ivVr3k4tcvzvu7VvVbyUenriusRuWY+ctMGTBxgCxZsUQu3/Ny6bpd16hcOteJAAIIREbA5zMxMjfNhUZagJyNdPNx8QggkAAB3a2zQ4eiN3rKKSJ33pkAgBBvkWdi9tgUg7O3S9Qr4/Ih032ZZ8yY4fZxrlGjRqLa0PJmcbXRxRXXjAV0/ZnXXiv4Ml0iWpeKNjySlqtxeSYapgShc1DAKm/XrF0jcxfNlUa1G0mF8hXM7zzob1Ztvkr2HLN+S5Ty5crL7lvtXmC/4LN2PUtu2u8m82uK+hskrQ8Pq71wtZHGFVcfAlbPRB/XRgwEUgnEJWfpw23yG1f/rpj6N9WIcXb9/HORnXYq6jZ4sMi119p4BlHj7BrnZ6JtVqSOTjG4LNQj+J5xGXguXbpUZs2aJc2aNRNdUpvDjwCufhwLR8EV14wFuncXeXr9Hpru9TffLNK/f8ahMnlB0nI1Ls/ETNqYc6MvEJe8Dfqbhts2lC1GblFiwzx55JPSvVn36Dee8R0krQ835swLj6uNNK64+hCIyzPRhwUxoiEQl5ylD7fJN1z9u2Lq31Qjxtn1559Ftkjxz9PrrhM57zwbzyBqnF1TycXlmWibFamjUwwuC/UIvicfsgg2GpeMAALJEzjxRJH77y9437oeja5Lw+FNgGeiN0oChSgQx7xtMLyBzF8yv1jFXwf9KvWq1wtRmbdCAAEEEIiCQByfiVFw5xqzFyBns7fjlQgggEAYAn//LVKtWtF3uvtukT59wriC5LwHz8Ts25picPZ2iXplXD5ka9eulVWrVkmFChWkXLlyiWpDy5vF1UYXV1wzFjjnHJERIwq+bPRokRNOyDhUJi9IWq7G5ZmYSRtzbvQF4pK3+fubvR7YSybPnZyycZpt2kw+7/d59BsuhDtIWh8eAql7C1xtpHHF1YdAXJ6JPiyIEQ2BuOQsfbhNvuHq3xVT/6ZxHx+vXStSpYrIihUF7Z54QuTww208g6hJy9e4PBNtsyJ1dIrBZaEewfeMy4ds0aJFMnnyZOnUqZPUqVMngi2Rm5eMq0274IprxgJDh4pcdlnBlz3yiMjRR2ccKpMXJC1X4/JMzKSNOTf6AnHJ2/z9zeApg+WuD+9K2Tintj5V7jjojug3XAh3kLQ+PARS9xa42kjjiqsPgbg8E31YECMaAnHJWfpwm3zD1b8rpv5NkzA+3nxzkV9/LWj32msie+1l4xlETVq+xuWZaJsVqaNTDC4L9Qi+Z1w+ZCtWrJAFCxZIvXr1pFKlShFsidy8ZFxt2gVXXDMW0P2BBwwo+LKnnhI57LCMQ2XygqTlalyeiZm0MedGXyAueZu/v7n1g1tl4MsDUzbOmO5jpGfLntFvuBDuIGl9eAik7i1wtZHGFVcfAnF5JvqwIEY0BOKSs/ThNvmGq39XTP2bJmF8vOOOIl9+WdDuo49EWrWy8QyiJi1f4/JMtM2K1NEpBpeFegTfkw9ZBBuNS0YAgeQJPPCASK9eBe/7hRdEDjggeRaGd8wz0RCX0GYCcczb5796Xg5+5OCUZvMGzJNGtRuZeRIYAQQQQCC6AnF8Jka3NbjydATI2XSUOAcBBBAoW4HddhN5772C1zB3rshWW5XtdcXt3XkmZt+iFIOzt0vUK+PyIdNvysyfP1/q16/PzGCPGYyrR8x8oXDFNWOBZ58VOfTQgi979VWRzp0zDpXJC5KWq3F5JmbSxpwbfYG45G3+/mbu4rmyw607FGmcxnUay7dnfRv9RgvpDpLWh4fE6mYG8+8O/9q4+jfViElzjcsz0SYbiJqLAnHJ2aT1NWHlEq7+pTH1b5qE8cZ++4lMnFjQbvFikRo1bDyDqEnL17g8E22zInV0isFloR7B94zLhyxpa+iHlWq42kjjimvGAm+8UXQzkrfeEunQIeNQmbwgabkal2diJm3MudEXiEve5u9vatSqIdWuqiYr16ws0EC9WvWS+w+5P/qNFtIdJK0PD4mVPYONoMlXG9ikucblmWiTDUTNRYG45GzS+pqwcglX/9KY+jfViHF3PfpokXHj1ttVqKBfuBMpV87GM4gad9fCenF5JtpmBcXgsvCNzXvG5UO2du1a0f/KlSvn/uPwI4CrH8fCUXDFNWOBjz8W2WWXgi97/32RNm0yDpXJC5KWq3F5JmbSxpwbfYG45G3h/qbZbc3ki4VfFGig+7rdJ7136R39RgvpDpLWh4fE6v7Nwb87/Gvj6t9UIybNNS7PRJtsIGouCsQlZ5PW14SVS7j6l8bUv2kSxht9+4rceed6u802E/nlFxvL/FGTlq9xeSbaZ0bRd2BmcFmoR/A9+ZBFsNG4ZAQQSJ7AnDkijRsXvO9PPhFp2TJ5FoZ3zDPREJfQZgJxzdtDHz1Unv3y2QJuX5/5tTTZpImZJYERQAABBKItENdnYrRbhasvSYCcJT8QQACB3Be44AKRa69df51Nm4p8UfB7y7l/ExG4Qp6J2TcSxeDs7RL1yrh8yJYuXSqffvqptGjRQqpXr56oNrS8WVxtdHHFNWOBP/4Q2WSTgi/78kuRHYruqZlx7BJekLRcjcsz0WcOECv3BeKSt4X7m8GTBsuwqcPyGmCLmlvID2f/wAowGaRk0vrwDGg26FRcN4iv2BfjiqsPgbg8E31YECMaAnHJWfpwm3zD1b8rpv5NNWLcXa+7TuT889fbtW8vMnWqjWX+qHF3LSwYl2eifWYUfQeKwWWhHsH3jMuHLGmdY1iphquNNK64Ziywdq3IdtuJfPvtupfWrr1uTZrKlTMOlckLkparcXkmZtLGnBt9gbjkbeH+ZvyX4+WQRw/Ja6A+u/SRu7vdHf0GC/EOktaHh0WLq400rrj6EIjLM9GHBTGiIRCXnKUPt8k3XP27YurfVCPG3fWVV0T22We93RlniIwcaWOZP2rcXQsLxuWZaJ8ZRd+BYnBZqEfwPfmQRbDRuGQEEEimwKRJIiefLLJihchNN4kceWQyHQzvmmeiIS6hzQTimrer16yW0184XcZ+OlZa1W8l43qME50dzIEAAggggEBxAnF9JtLi8RUgZ+PbttwZAgjER2DNGpEBA0QefFDk//5PZOxYkS23jM/95cqd8EzMviUoBmdvl6hXxuVDlrQN1cNKUlxtpHHF1UbAf9Sk5Wpcnon+M4GIuSwQl7xNWn8TRk5haqOMK642AjZRk5avcXkm2mQDUXNRIC45m7S+JqxcwtW/NKb+TTUirrj6EIjLM9GHRaYxKAZnKpbQ8+PyIVu0aJFMnjxZOnXqJHXq1Eloa/q/bVz9m2pEXHG1EfAfNWm5Gpdnov9MIGIuC8Qlb5PW34SRU5jaKOOKq42ATdSk5Wtcnok22UDUXBSIS84mra8JK5dw9S+NqX9Tfs9pY5pE17g8E+0yovjIFIPLQj2C7xmXD9mKFStk/vz5Ur9+falUqVIEWyI3LxlXm3bBFVcbAf9Rk5arcXkm+s8EIuayQFzyNmn9TRg5hamNMq642gjYRE1avsblmWiTDUTNRYG45GzS+pqwcglX/9KY+jfViLji6kMgLs9EHxaZxqAYnKlYQs/nQ5bQhue2EUAAAQSKCPBMJCmiKEDeRrHVuGYEEEAAAQsBnokWqsS0FCBnLXWJjQACCCAQJQGeidm3FsXg7O0S9cq4fMj0G0gLFiyQevXqMTPYYwbj6hEzXyhccbUR8B81abkal2ei/0wgYi4LxCVvk9bfhJFTmNoo44qrjYBN1KTla1yeiTbZQNRcFIhLziatrwkrl3D1L42pf1ONiCuuPgTi8kz0YZFpDIrBmYol9Py4fMjY88EmgXHF1UbAJir56t81aaZxeSb6zwQi5rJAXPI2af1NGDmFqY0yrrjaCNhETVq+xuWZaJMNRM1FgbjkbNL6mrByCVf/0pj6N9WIuOLqQyAuz0QfFpnGoBicqVhCz4/Lh2zt2rWyatUqqVChgpQrVy6hren/tnH1b6oRccXVRsB/1KTlalyeif4zgYi5LBCXvE1afxNGTmFqo4wrrjYCNlGTlq9xeSbaZANRc1EgLjmbtL4mrFzC1b80pv5N+T2njWkSXePyTLTLiOIjUwwuC/UIvicfsgg2GpeMAAIIIGAiwDPRhJWgxgLkrTEw4RFAAAEEIiPAMzEyTcWF/itAzpIKCCCAAAIIrBPgmZh9JlAMzt4uUa+My4ds6dKlMmvWLGnWrJlUr149UW1oebO42ujiiquNgP+oScvVuDwT/WcCEXNZIC55m7T+JoycwtRGGVdcbQRsoiYtX+PyTLTJBqLmokBccjZpfU1YuYSrf2lM/ZtqRFxx9SEQl2eiD4tMY1AMzlQsoefH5UO2ZMkSmTFjhuy8885So0aNhLam/9vG1b+pRsQVVxsB/1GTlqtxeSb6zwQi5rJAXPI2af1NGDmFqY0yrrjaCNhETVq+xuWZaJMNRM1FgbjkbNL6mrByCVf/0pj6N+X3nDamSXSNyzPRLiOKj0wxuCzUI/iefMgi2GhcMgIIIICAiQDPRBNWghoLkLfGwIRHAAEEEIiMAM/EyDQVF/qvADlLKiCAAAIIILBOgGdi9plAMTh7u0S9kg9Zopqbm0UAAQQQKEGAZyLpEUUB8jaKrcY1I4AAAghYCPBMtFAlpqUAOWupS2wEEEAAgSgJ8EzMvrUoBmdvl6hXxuVDtmjRIpkyZYp07NhR6tSpk6g2tLxZXG10ccXVRsB/1KTlalyeif4zgYi5LBCXvE1afxNGTmFqo4wrrjYCNlGTlq9xeSbaZANRc1EgLjmbtL4mrFzC1b80pv5NNSKuuPoQiMsz0YdFpjEoBmcqltDz4/IhW758ufz444/SsGFDqVy5ckJb0/9t4+rfVCPiiquNgP+oScvVuDwT/WcCEXNZIC55m7T+JoycwtRGGVdcbQRsoiYtX+PyTLTJBqLmokBccjZpfU1YuYSrf2lM/Zvye04b0yS6xuWZaJcRxUemGFwW6hF8Tz5kEWw0LhkBBBBAwESAZ6IJK0GNBchbY2DCI4AAAghERoBnYmSaigv9V4CcJRUQQAABBBBYJ8AzMftMoBicvV2iXhmXD9nKlSvlt99+k7p160rFihUT1YaWN4urjS6uuNoI+I+atFyNyzPRfyYQMZcF4pK3SetvwsgpTG2UccXVRsAmatLyNS7PRJtsIGouCsQlZ5PW14SVS7j6l8bUv6lGxBVXHwJxeSb6sMg0BsXgTMUSen5cPmS6N8HkyZOlU6dO7BnsMZdx9YiZLxSuuNoI+I+atFyNyzPRfyYQMZcF4pK3SetvwsgpTG2UccXVRsAmatLyNS7PRJtsIGouCsQlZ5PW14SVS7j6l8bUv6lGxBVXHwJxeSb6sMg0BsXgTMUSen5cPmRr1qyRFStWSKVKlaR8+fIJbU3/t42rf1ONiCuuNgL+oyYtV+PyTPSfCUTMZYG45G3S+pswcgpTG2VccbURsImatHyNyzPRJhuImosCccnZpPU1YeUSrv6lMfVvyu85bUyT6BqXZ6JdRhQfmWJwWahH8D35kEWw0bhkBBBAAAETAZ6JJqwENRYgb42BCY8AAgggEBkBnomRaSou9F8BcpZUQAABBBBAYJ0Az8TsM4FicPZ2iXplXD5ky5Ytky+//FKaNm0q1apVS1QbWt4srja6uOJqI+A/atJyNS7PRP+ZQMRcFohL3iatvwkjpzC1UcYVVxsBm6hJy9e4PBNtsoGouSgQl5xNWl8TVi7h6l8aU/+mGhFXXH0IxOWZ6MMi0xgUgzMVS+j5cfmQLV68WD766CPZZZddpGbNmgltTf+3jat/U42IK642Av6jJi1X4/JM9J8JRMxlgbjkbdL6mzByClMbZVxxtRGwiZq0fI3LM9EmG4iaiwJxydmk9TVh5RKu/qUx9W/K7zltTJPoGpdnol1GFB+ZYnBZqEfwPfmQRbDRuGQEEEAAARMBnokmrAQ1FiBvjYEJjwACCCAQGQGeiZFpKi70XwFyllRAAAEEEEBgnQDPxOwzgWJw9naJeiUfskQ1NzeLAAIIIFCCAM9E0iOKAuRtFFuNa0YAAQQQsBDgmWihSkxLAXLWUpfYCCCAAAJREuCZmH1rUQzO3i5Rr4zLh+zPP/+Ut99+Wzp06CC1a9dOVBta3iyuNrq44moj4D9q0nI1Ls9E/5lAxFwWiEveJq2/CSOnMLVRxhVXGwGbqEnL17g8E22ygai5KBCXnE1aXxNWLuHqXxpT/6YaEVdcfQjE5ZnowyLTGBSDMxVL6Plx+ZD9888/8v3330ujRo2kSpUqCW1N/7eNq39TjYgrrjYC/qMmLVfj8kz0nwlEzGWBuORt0vqbMHIKUxtlXHG1EbCJmrR8jcsz0SYbiJqLAnHJ2aT1NWHlEq7+pTH1b8rvOW1Mk+gal2eiXUYUH5licFmoR/A9+ZBFsNG4ZAQQQAABEwGeiSasBDUWIG+NgQmPAAIIIBAZAZ6JkWkqLvRfAXKWVEAAAQQQQGCdAM/E7DOBYnD2dol6ZVw+ZCtXrnRLUugS0RUrVkxUG1reLK42urjiaiPgP2rScjUuz0T/mUDEXBaIS94mrb8JI6cwtVHGFVcbAZuoScvXuDwTbbKBqLkoEJecTVpfE1Yu4epfGlP/phoRV1x9CMTlmejDItMYFIMzFUvo+XH5kC1atEgmT54snTp1kjp16iS0Nf3fNq7+TTUirrjaCPiPmrRcjcsz0X8mEDGXBeKSt0nrb8LIKUxtlHHF1UbAJmrS8jUuz0SbbCBqLgrEJWeT1teElUu4+pfG1L8pv+e0MU2ia1yeiXYZUXxkisFloR7B94zLh2z16tXy999/S9WqVWWjjTaKYEvk5iXjatMuuOJqI+A/atJyNS7PRP+ZQMRcFohL3iatvwkjpzC1UcYVVxsBm6hJy9e4PBNtsoGouSgQl5xNWl8TVi7h6l8aU/+mGhFXXH0IxOWZ6MMi0xgUgzMVS+j5fMgS2vDcNgIIIIBAEQGeiSRFFAXI2yi2GteMAAIIIGAhwDPRQpWYlgLkrKUusRFAAAEEoiTAMzH71qIYnL1dol4Zlw+ZzgqePXu2bL/99m52MIcfAVz9OBaOgiuuNgL+oyYtV+PyTPSfCUTMZYG45G3S+pswcgpTG2VccbURsImatHyNyzPRJhuImosCccnZpPU1YeUSrv6lMfVvqhFxxdWHQFyeiT4sMo1BMThTsYSeH5cP2V9//SUffPCBtG7dWmrVqpXQ1vR/27j6N9WIuOJqI+A/atJyNS7PRP+ZQMRcFohL3iatvwkjpzC1UcYVVxsBm6hJy9e4PBNtsoGouSgQl5xNWl8TVi7h6l8aU/+m/J7TxjSJrnF5JtplRPGRKQaXhXoE35MPWQQbjUtGAAEEEDAR4JlowkpQYwHy1hiY8AgggAACkRHgmRiZpuJC/xUgZ0kFBBBAAAEE1gnwTMw+EygGZ2+XqFfOmTNHGjdu7O552rRp0qBBg0TdPzeLAAIIIIBAIPDzzz9Lu3bt3B+/++472WabbcBBIOcFGMvlfBNxgQgggAACIQkwlgsJmrfxJsA4zhslgRBAAAEEIi7AOC77BqQYnL1dol75/vvv5/3iO1E3zs0igAACCCBQgoB+Qapt27YYIZDzAozlcr6JuEAEEEAAgTIQYCxXBui8ZcYCjOMyJuMFCCCAAAIJEGAcl1kjUwzOzCuxZzPwTGzTc+MIIIAAAhSDyYEYCDCWi0EjcgsIIIAAAt4F+CWid1ICGggwjjNAJSQCCCCAQOQFGMdl1oQUgzPzSuzZ//zzj8ycOdPdf7169aRChQqRs8i/hABLXftrPlz9WeaPhCuuNgL+oyYxV1etWiULFixwmC1btpQqVapIX5NnAAAgAElEQVT4hyUiAp4FGMt5Bo1JuCT24WE0Ha42yrji6kuAsZwvSeKEJcA4Lizp6L0Pz0b/bYapf1ONiCuuvgQYx2UvSTE4ezteGTEBNhe3aTBccbURsIlKvvp3xdS/KRERQCC1AP2N/8zA1L+pRsQVVxsBm6jkq40rURFAoKAAfY1NRuDq3xVT/6aMj21McbVzjWtkisFxbVnuq4gAD3ObpMAVVxsBm6jkq39XTP2bEhEBBCgGh5UD9OE20rjiaiNgE5V8tXElKgIIUAwOIwfow/0rY+rflKKljSmudq5xjUwxOK4ty31RDA4pBxgk2UDjiquNgP+o5Kp/UyIigADF4LBygD7cRhpXXG0EbKKSrzauREUAAYrBYeQAfbh/ZUz9m1K0tDHF1c41rpEpBse1ZbkvisEh5QCDJBtoXHG1EfAflVz1b0pEBBCgGBxWDtCH20jjiquNgE1U8tXGlagIIEAxOIwcoA/3r4ypf1OKljamuNq5xjUyxeC4tiz3RTE4pBxgkGQDjSuuNgL+o5Kr/k2JiAACFIPDygH6cBtpXHG1EbCJSr7auBIVAQQoBoeRA/Th/pUx9W9K0dLGFFc717hGphgc15blvigGh5QDDJJsoHHF1UbAf1Ry1b8pERFAgGJwWDlAH24jjSuuNgI2UclXG1eiIoAAxeAwcoA+3L8ypv5NKVramOJq5xrXyBSD49qy3BfF4JBygEGSDTSuuNoI+I9Krvo3JSICCFAMDisH6MNtpHHF1UbAJir5auNKVAQQoBgcRg7Qh/tXxtS/KUVLG1Nc7VzjGplicFxblvuiGBxSDjBIsoHGFVcbAf9RyVX/pkREAAGKwWHlAH24jTSuuNoI2EQlX21ciYoAAhSDw8gB+nD/ypj6N6VoaWOKq51rXCNTDI5ry3JfCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCQaAGKwYlufm4eAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQTiKkAxOK4ty30hgAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggECiBSgGJ7r5uXkEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEIirAMXguLYs94UAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAokWoBic6Obn5hFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAIK4CFIPj2rLcFwIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIJFqAYnCim5+bRwABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBuApQDI5ry3JfCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCQaAGKwYlufm4eAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQTiKkAxOK4ty30hgAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggECiBSgGJ7r5uXkEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEIirAMXguLYs94UAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAokWoBic6Obn5hEoKLB27VopV64cLAjkvMCaNWukfPnyOX+dXCACCCCAAAJhCTCOC0ua9/EhwFjOhyIxEEAAAQTiJMBYLk6tGe97YRwX7/bl7uIrQDE4vm3LnSFQqsD8+fNl4MCBsvPOO8t5550nPMxLJeOEMhLQXO3Tp480b95chg0bJqtXr5aNNtqojK6Gt0UAAQQQQKDsBRjHlX0bcAXpCzCWS9+KMxFAAAEEkiHAWC4Z7RyHu2QcF4dW5B4QEKEYTBbkvMCTTz4pixcvlqVLl8quu+4qTZs2lZo1a7rrpniZffNdddVVcskll4h+83DrrbeWmTNnSo0aNbIPyCudwKOPPioLFy50OatF9tatW8vmm29Ovm5AfmiuXnbZZa4ArDPX//jjD6lVq9YGROSlKkDfSh4ggEBYAvQ3/qUZx/k3ZRxnY6pRGcvZ2NK32rgSFQEECgrQ19hkBGM5/678Ps6/KeM4G1N+J2fnSuSSBSgGkyE5KzB+/Hi58MIL5fPPP5cqVarIP//8IxUqVJB27dpJr1693CxBjswFdCB/zjnnyPfff+9efNBBB8lZZ50le+21F8vuZs6Z94rnnntOBg8eLF988YVUrlxZli9f7n7WrFkz6dGjhwwdOnQDoifzpYVz9ZBDDpFTTz1V9tlnH2YFb0BK0LduAB4vRQCBjATobzLiSutkxnFpMWV8EuO4jMnSegFjubSYMj6JvjVjMl6AAAJZCNDXZIGWxksYy6WBlOEpjOMyBEvzdMZxaUJleBp9a4ZgnO5VgGKwV06C+RBYtGiRK5zdfPPNLlzjxo2lTp068uuvv8qPP/6Y9xZ6zimnnOJmXbKvRunyM2bMkLPPPlveeOMNd3LLli1l0KBBogU2ZlmW7pfqDM27JUuWuNkOunSxHtttt500aNDA5euXX36Z97J+/fq5fFV38rVkb3I1u3ws7VX0raUJ8XMEEPAlQH/jS3J9HJ6N/k0Zx/k3DSKSrza29K02rkRFAIGCAvQ1NhnBs9GvK+M4v575o5GrNrb0rTauRM1MgGJwZl6cHYKAfqOrb9++op3kmWeeKSeccIIrBuv+oA8++KDce++9rshWvXp1OfHEE+XSSy+VTTbZhAJbMW3z+++/uxmr6qaHWmlRWF233HLLEFo03m/x+uuvu5nqWvwNCr4bb7yxc37ooYdczmoBvmrVqrL33nvLnXfeKfXr1ydfU6SFLv+se1iPHj2aXDX42NC3GqASEgEEUgrQ3/hLDMZx/ixTRWIc59eXsZxfz8LR6FttfYmOAALrBOhr/GYCYzm/nvmjMY7za8s4zq8n4zhbT6JnJ0AxODs3XmUkoPsCt2nTxhV799tvP1fA1Jm/5cuXz3vHSZMmyXnnnSf6TaV69eq55aJ1ZiZHUYF58+ZJixYt3OxVPY499li56KKLpEmTJm7J7eBgpmp22aN72Hbo0EGmTZsm//3vf2Xs2LGuwJ4/X7/66ivp3bu3vPPOO26/Wy3C33fffdm9YYxfNX/+fOnSpYvMmjXL3eUxxxzj9gnWlQHI1Q1vePrWDTckAgIIpCdAf5OeUzpnMY5LRyn7cxjHZW+X6pWM5fx6Fo5G32rrS3QEEFgnQF/jNxMYy/n1zB+NcZxfW8Zxfj0Zx9l6Ej17AYrB2dvxSgOBjz/+2BXXtGh2zz33yNFHH533LmvWrMkrsk2dOlV233139zPdn3XixImyxx57SP5zDC4vkiGPO+44V6TcbLPN3B7M/fv3z7sPHTypdf7iJYXh9JpZnebMmSO77babm8V+5ZVXyrnnnpv34vyOWuDcd9995eeff3Y5+swzz0i3bt2YHVyIWmew68xp3R9cZ69fc801JeZqei3FWSpA30oeIIBAWAL0N36lGcf59QyiMY6zcWUsZ+PKWM7OlcgIIFBQgHGc/4xgLOfflHGcf1ONyDjOxpVxnJ0rkTMXoBicuRmvMBTQ2ZMdO3Z0BbMXX3xRunbtKlqw1CWigyMo+Oqsweuuu06WL18u//nPf2T69OmGVxa90IHbt99+K+3bt5cFCxa4mZcjR46UHXfc0blpIV2PX375xe3HrEVhLQ5vu+22UrNmzejddMhXPHv2bNl5551d8XLMmDFuNuuqVasKzGQN8nXUqFEuX/WboTvssIObKazLSXNI3pc4NAe7d+8u77//vtt7Wb/EoCsFqG+VKlUclX5bUWdb62xhzXG11NUDOEoWoG8lQxBAICwB+hs/0ozj/DiWFIVxnD/jYLzLWM6faeFI9K12tkRGAIH1AvQ1/rKBsZw/y1SRGMf582Uc58+yuEj0rfbGvEN6AhSD03PiLE8CK1eudLMhK1WqlDLiuHHjXEGtdu3acsMNN8hJJ51U5LzgIaVLHx900EGuqKZxb7/9drfXcBJnBxfnGljoMtoXX3yxKz6edtppbharHroE0PXXXy9PPfWUrFixwhXZ1L5GjRruG2EHHHCAKwwn0TSY2VvSTGndn+TQQw+VZcuWyQUXXCCXX355kXwNXv/333+7/FRrdb/iiitkyJAhiZodXJJp8LO77rrL5Z5+vnv27CkPPPCAM9U/azH98ccfd5/37777zvUjWhQ+44wz3BLoLVu29NRTxS8MfWv82pQ7QqCsBBjL+ZdnHOfflHGcf1ONyFjOxjWdqIzl0lHiHAQQKE2AcVxpQtn9nLFcdm7FvYpxnF/PIBrjOBvXdKIyjktHiXPCEKAYHIYy7+EEdGakFnhvu+02tx9w/iN4IOmsye23394Ve6699lq3N3DhmcH6uqA4+fTTT0u/fv3cbMGGDRu6vYarVauWKPGSXAMnnVnZrl07+fTTT91My5tuukl+//13OfHEE2XhwoUFvHR2sL5OZw3rrNeXXnpJ6tSpkyjTdG928eLFLu+0UHnWWWe5ZY2DGaz5YwTtMHnyZBk4cKB8+OGHLk/nzp0rdevWTVRBuLTBvs5Y79Gjh0yYMMEtbX733Xe7oq8urRTkav4c1fP10BnCTzzxhOy0005udjvHOgH6VjIBAQR8CjCW86m5LhbjOP+m6UZkHJeuVHrnBWMOxnLpeaV7FmO5dKU4DwEEShNgHFeaUHY/ZyyXnduGvopx3IYKFnw94zi/nkE0xnE2rkTNXoBicPZ2vDJNgTfeeMPt/zljxgz3Cl3eWWdRVqxYsUiE77//Xvr06SOTJk2SJk2aiC77oUdJszOPOuooN9tSi8bDhg2TQYMGJaK4lq5rUEx/9NFH3UzLqlWrSvPmzV176JLGu+66q1uat1atWtKgQQNn//DDD7sCp7725JNPlosuukgaNWqUZotH+7Rp06bJs88+63JIZ/zqHta6zPaWW25Z4Mb051pkVx9dzlh//sknn7jCeUn5qvl53333uX2GdY9hne0a932a0zUNiua6RLy66pc8tB/44YcfRGdW6/7M+nnXArp6v/3223Lvvfe6vZj1F486S1v3xdYvPCTh0JnpW2yxhTRt2rTU26VvLZWIExBAoASBdMccGoL+Jr1USteUcVx6nsFZ6Y45GMfZuDKWy8yVsVxmXpyNAALZCaQ75mAcl5lvuq6M5dJ3ZRyXvlUmZ6bryjguE1URxnGZeXF2bghQDM6NdojlVegsXy186Ww9PbbZZhs3e1ILkvXq1Ut5z1qcPPXUU11xTYs7999/v5xwwgkplykOBlRvvfWWdOrUyc0G1D1xde/WTTfdNJamelPZuAYYuuyzzvTVQwtqWqTv3bu3aw9dbjc4XnnlFbnxxhvduTrT9dZbb3UzM4tb3jsO2D/99JNbnljzp/Chs9X1iwadO3d2eykHuacDJV1yW63++usvGT58uDMtaTb7Rx99JEcccYToXs66L64OHnR2cRyPTEwLL0Wu/cDo0aPdKgGaq/3793cFYs3V/HuI6yxrXSJeC+yan9qG2u/Eec9r7QPOOecc9yUY/Uw/99xzpc6Gpm+N4yeMe0LAXiCbMQf9Tcntko0p47jScz2TMQfjuNI9gzMycWUsl74rY7n0rTgTAQSyF8hmzME4rnTvbFwZy5Xsmsl4g3Fc6TnKOC59o2zOZByXjRqvyRUBisG50hIxug59MOveqbonqh46A1j39NTiji7lWtwR/ALhmWeecbP/dBCqMwEnTpzo9rAtad/aoMjZokUL0T1H9XVxO7J1VYdgsPTuu+/K3nvv7Wav6uzs//3vfwWKZvmLmOPHj5fzzz9fvvjiC+natas8+OCDxRbxo2odzMjVfad1L2Wd2av5evDBB7tltHV29PTp093t6QxMXb5YC7+6TLHmpxbQ9dugure17mFbv359mTVrltt3uaR81S84PPTQQ25264gRI+Twww+PKmGR694QU32tummxd+bMma4f+PXXX12uqnH+5crz5+rHH3/sVhTQwrB+9rU43KpVq9iY5r+Rxx57zH3hQGdDB4d+VnX/dPrWWDY5N4VAmQhkO+ZgLFd8c2VryjiueNMNGXMwjrNxZSxXepfNWK50I85AAIENE8h2zME4rmT3bF0Zy6V2ZRy3YZ/z4l69Ia6M40pvE8ZxpRtxRm4LUAzO7faJ3NXp7DxdplULOHocdthhrnChBZr8M09Lu7GOHTu6JWC1+HPJJZfIgAEDUi6lGxSEdFlffS89dIlZLV6WVIwr7f1z7ee+XPW+evXq5fZi1RmtqWb6BgMH3Z9Vi/o6K1iP999/X1q3bh3LJY379u0r99xzj+iXCXQGsO6vrLmnSxNr0fbSSy+VX375xTkMGTIk74sOQZ4cc8wxogMCtdOZqbp3cKqln4N8VUtdnlsP3RNXC51xyle9rw011RhaBNbCu/YBuod1cYcu1615qnuM6/H888+7GbNxWn5bf2n9+OOPuy8P6BcUdFl3LZr/8ccfLl91Nr9+aaa0g761NCF+jgACvsYc9Dfrc8mXKeO41J/PDR1zMI6zcWUsV9CVsRzPVwQQCEPA15iDcVzB1vLlyliu6KeAcZxNz7ChrozjGMfZZCZRy1qAYnBZt0CM3v/pp592y99qUUtnPGpxLSiqBbdZWnEmKJbpbEtdklcLQbq/rS6Hqkvqplp+V2NPnjzZFTnnzp3rZrNeffXVsZH14aoYgZ0uvx0U1kprDy08BXswX3XVVa44F7fj1VdflX322cfd1rXXXuu+vFB4P+sXXnjBzRzWvWv10HzUmZjBFxx0/419993XLRWtBbmpU6e6wnJx+fr111+7Wa+6ZLTmrf7DIk5HOqZasD399NNTmgazdVasWJH3hYXScnXcuHFu9QFtg379+snIkSPjROr2sT7zzDPzvDQfdXbwhAkTRJ30fvW+izvoW2OVDtwMAmYCPsYc9DcFm8eHKeO44lM+nTEH47jMu4x0XBnLZebKWC4zL85GAIHMBXyMORjHFXX34cpYLnU+pzPeYByXeV+QjivjuMxcGcdl5sXZuStAMTh32yZyV6bL5OrS0LrPpx5fffVVgQJuUOBJ98aOPPJIt9+wFuZ0n2HdP7jwERSItAjcsmVLt6xvUBQprXiU7nWU9Xm+XYP7Kckn+AeA7mer+zDroe2qy0rHxTW4j5tuusntv6p70eoy2o0bN07Z5DfffLPcdtttooVc/ZLDqFGjZJdddsk7V/fD1uWJ1U6Ly7q8eXGHzpz/z3/+I8G+KMXNJC7r3Mv0/X2bppOrwYxqLazrbGvtZ7Sor7OE45KrumS5fqtT+0PdD133pj7++OPdbOCBAwe6JbUbNGjg8rdRo0alNht9a6lEnIBAYgV8jznob8RtI+FzfJzOs5FxXNGPMOO49Lo1xnLpOWV6FmO5TMU4HwEEshHwPeZgHLeuFXy7MpaTvN/V8Pu4bD7pxb+GcZxfzyAa4zgbV6KWjQDF4LJxj+276jfmhg4d6vZe1WVa9ZtGK1euLDDTUgsYuqyrLru7/fbbS9OmTV0hTmcBa2FH/9MZl7ohuy5L/Ntvvzmvhx9+2BWFUx26T6suDa0zN4Nld+OErK66ZPOMGTOydlXfTI/LLrtMdEaw/lJRvwWle+nG7dCi4Q033OD2s9a81aV39b/gCIqNmoc6UL3uuutcwVFnTGshbvPNN3en6izNbt26uTbSn+usai3g6SzswkVJjbX77rvLl19+6eKde+65sWLVpbKvv/76jE3VU10D00xQtDivr9WlvYMvLmTy+lw/V/sAnZGun0H9R7keOiNYrfV+//zzT7ecvu5pXdwRFAfoW3O9tbk+BMpWgLGcf3/Gcf5Ng4iM42xsGcv5d2Us59+UiAggUFSAcZxNVjCWs3FlHGfjyjjOvyvjOP+mRCwbAYrBZeMeu3cNil1akNDi4S233OIKFcHenXrD48ePd3upfvPNN6JLFS9evNg5aEH4wAMPdD8Lli8OZhHrTEvd23b+/PmuYKyzg3U53mB5Xn1ffR8tWmpRTY/PPvtMmjVrFgtj366ZoMyePVsOPfRQ0UK7zpb94IMP3D66cTu0EKxLi6u1Lvdc0r7IOvtU9w/WvG7YsKHcddddsv/+++eR6J6uukS5FoQ32WQTV8Dv06dPgaWO9csRWrDTvbX10L2x27dvHytWn6bpwOjKALpEve6lq+7qr+0ThyPoA5YtWyZz5sxxqy3oXt/595/Wme2aR+XKlZN33nnHzVwv7gi+3JD0vjUOucE9IOBbwPeYg7Hc+lkPvsbHmbQ547hyRbgYx6WfQYzl0rcq7UzGcqUJ8XMEEPAhwDjOh2LRGL5dM7nKJIzlfI43+H3c+uzy6ZpOzvI7OX4nl06ecE5uCFAMzo12iNVVTJkyxRXMdN9fLcrqXgW6D6vu6anHxhtvLFrYqFatmvzxxx+usKu/MDzxxBPdnpg777xz3mxiLVxccsklbuabLqmrszd79OjhZgDqTFddFlpnGmsxWAvG+u0nfe84Hj5cg0JQYZ/CM1d//PFHtxStzoTdbLPN3NLbWmyL46EzeHVGat26dV3xVvdiLe7QAtzYsWPd+QsXLnSFXv0Sgua0Huqoe2XrMsW6lJAWJrt37+6Woa5fv77bz/bNN990y0VqYa9///5uBm3cDp+mpeWqfu71yyc62NV2GDZsmJxwwglxIy3xfjQH1UBnpx9yyCFuOen8s9vzvzj4rNO3JipFuFkEMhbwMeYIVoahv1nH78OUcVzRVPY55mAct97XpytjudK7YMZypRtxBgIIpC/gY8zBOK6otw9XxnIFXX2ONxjHMY5Lv5f0eybjOL+eRLMVoBhs65vI6FrY1ZmPWpzRglmTJk3cbODatWvLqaee6mZBamFM9wLWb27p3qoff/yx1KpVyxUydJlnnfkWzChZsGCBPPnkk3L66afnLSWtRWY9XwvJOiNOj86dO7viZYsWLWLp7su1uH1UdVCqxXndf1SLv7oEhh5a+Lz44oudd5yOwEEL3zo7XZcu1xzTQm1Q3E11v1rk1S8c6LLl1atXd7/cbdWqVV6+6qz3CRMmyNFHH+2+1KCHzlLVWdVVq1Z1s1f10GWitYCnr43L4du0uH8oaVFe9+z49NNP3T7OunyyHv369XNto/vqJuEIfPRbmPpFGp2xrof2q4cffnixBMHr6FuTkCXcIwLZCfgaczCWW+/vy5Rx3DpT32OOIFeTPI6zcGUsV3IfzFguu2cUr0IAgZIFfI05GMcVdPblyliOcZxVH+Z7fMw4jnGcVa4St+wEKAaXnX0s3zl48Hz++edy0UUXyTPPPOPuc5999nEzfHX5Ui3g6nKmwaFLtunsSS1oaNFMi3G9evVyewfn3+f23nvvdUWOl19+uYBdlSpV3J6r+n5aYI7j4dM1/8BT965dunSpfPjhh27/Wm0L3RtYfxGm7aRLHuus7uJmGcbBetGiRXLGGWe4Gb+af1rIbdmyZYm3prN/teioMzH1tVrUDfI18NU4GvPRRx91PwuOmjVrur1d45yvvk3VTou/OrN66tSposslaSH4ueeec8vEaz+hy9PrFxeCJeTjkJuZ3MMDDzzgDL7++mv5v//7P7cyQ7rLuie5b83EmHMRSIqAzzEHY7l1WePTlHFcwU+i7zEH47h1vr5dGcuV/gRhLFe6EWcggEDpAj7HHIzj1nv7dGUst97V93iDcRzjuNJ7SZszGMfZuBLVvwDFYP+miYiog0J9yJZUJHzwwQfdss1bbbWV3HrrrdKmTZsCRWB9vR5aGNaZfbr8sxZydJ/aO++8s8DSu0HxWIuU7733nrz++uuu0KEx9HVbbrllLNzDdFUwXXr7+OOPd55aUAuKlsccc4wrLG2zzTaxd9V7HjVqlCvuasFRC4rFLd0cDCy/+OIL94UF3WNY93DVpZ91tnv+X/gGcLqH9aRJk9zMap0pfNBBB8ViP9uSctW3qVrqLFZtG52RHRza/+gMbP0CSRJyNdWHMchJ3YNdlx1/7LHH5O+//3bLl+uXZEo68v8jNO59ayw6Mm4CAc8CYY45ktLfhGnKOG7dB8L3mKPwbJ24juMCu+L+PefblbFc8R04YznPDzfCIZAQgTDHHEkZx5X2bAxSy9fvOpMylgvzd0eM42zGx4zjGMcl5NGaiNukGJyIZvZ7k/kfrrrvqf65cePGeW8S/HzevHmiM860+NW2bdtSL6Jjx45uyWctGj/yyCNueen8R3FLqZQaOCInlJWrztjW/Zy1aK97Mut+qzqDO9ePdPOhJNfgm646I/q8885z+1tXrlzZzT7dZZddSiTQYrD+I0DNtECpeVs4X/XP+WfBY7phpvolEf22nX4RpGnTptKzZ8+0+paydveRqyXdQxBfl9y/4IIL3LL7ul+1fnGmcD+aKk6611fWjrw/Agj4EyirMUec+5uyMmUcV96tbMM4bl3/kO5nrKzGx4zlUvfjjOX8Pd+IhEASBMpqzJHuMyaqbVBWrlEcy6WbC2U13sg/+ShK+ZjrrozjGMdF6fPEtaYWoBhMZjgB3YMzk6WAdYbjhRdeKMOHD3f7AA8bNkx0+dvCh85Q031SSytk6M/PP//8vBmZugRs8+bNI986uewaFEJ1r1xdWlb3v81f1M9lfHVdtmyZK9xq3paWu8Xla/6B1jXXXOOWe/7ll1/cfqv333+/1KhRowhD0Ka6P2u3bt3czz/44INSi8e57Bn0AblqGrSTLgn9ww8/uOXgGzVqlOukeX2rD9d0b1ZXY9Av4egsd+2bddZ74eW9ghxO9x8a6b435yGAQNkK5PKYo2xlsn/3XDZlHFezQOEz6eM4xnLZf85Le6Wvf3eU9j7BzxnLpSvFeQjESyCXxxxRls5l16iO5Xw9F/l9XMFPVi678ju5ovWO4vpFxnFRfmIk49opBiejnUu8y9tuu01GjBghOtT60cYAACAASURBVKssnVlkGuyVV15xM0h1z9QttthCHnroIdlrr72y0gwGQH369JH77rvPFZWnTJni9r2M8oGrTevpMrhPPvmkLFmyxO11vPPOO0vnzp3lkEMOcbNFCxe+SsvX4HwtiOtD++mnn3YXfscdd8ixxx7riuSpimajR48WzVktTGphuEuXLjY3HEJUTG2QfbuWdJVBHs+YMcPtST158mR3uu4dvMcee7j/r/21zp6qVq2a7LnnnjY3TVQEECgTAcYc/tkx9W+qEX0/GxnHrWsnXKORr4zlbNqJqAhEXYAxh00L4urflfGGf1PGcTamFq6M4+zaisjhCVAMDs86595JC2k6c0xnNepx5plnys0335z2derMYJ09qTMp999/fxkzZoxbvjXbQ/cKHj9+vNuD9Z133pG6detmG6pMX4erDb/mhBa53n///ZRvoMtca/4U9yWCdPL18ccfl2uvvdYVzHT556FDh8pRRx3l3q9wkfnuu+92nx9djnf69OmR3LMW0+jmaklXrl/u0f90FnXXrl3dcua656F+PrSf1hUA9B/GrVu3tgEgKgIIhCbAmMM/Nab+TTUiYw5cbQRsooaRr4zlbNqOqAhESYAxh01r4erfNYznYtJ+H8f42H+eBhHDyFfGcXbtR2RbAYrBtr45GX3VqlVuJuOVV17pZlZWqVJFdKlgPXTP3vbt25d43UFRTF/7v//9zy1Heuutt0r37t2zul9dwldnWWphTY8zzjjDFaWjtNeqXjeuWTV/qS/SGcC33367XHzxxaK50rBhQznssMNc3i5fvtzt8/v555+7OB06dJCxY8cWWEI4nXwNZv4uXbrUfcFhyJAhsnjxYrcP8DnnnCNHH310gevUWcQ9evSQTz75RPbdd1954okn3AziqOQspqWmXVYnhOFa0oUFua4zgPXLPc8884z7EsORRx4p33zzTd4Xf1q0aOFm12+//fZZ3ScvQgCBshdgzOG/DTD1b6oRw3g2Jm0ch6tNroblyljOrv2IjEBUBBhz2LQUrv5dGcf5Nw1rvMH42Ob3x4zjbD4TRA1PgGJweNY5805aPNNCsC4jWqlSJWnWrJlbPvTXX3+VAw44wC2Tq0vfpnNMmzZN2rVrl86p7pxUe1fqMqYXXHCBK1ToLLZHH31UatWqlXbMXDkRV5uWuOmmm+S6666TBQsWyHHHHScDBw50s8eDvajnzJnjZgxPmDDBFeR1RuRZZ52VcrnodPL1r7/+kpEjR7risx4VKlRwM4S1AK3F3kWLFrnitC6Nrsuq6xcZtAgdpQNTm9YK2zX/XRReylz3v9ZZ7vPnz887TXP56quvlkGDBtkAEBUBBEITYMzhnxpT/6YaMexnYxLGcbja5GpZuDKWs2tLIiOQywKMOWxaB1f/rozj/JuWxXiD8XFV15C+f3/MOM7m80FUWwGKwba+ORddZ1Dq3qo6S0wPLcLqvqiXXHKJKwJrQeGRRx7JWxq3uBsoXHjQIpwWGtI9Fi5c6IoU+p5atPjtt9/cfq9avNDrS7VHa7qxy+I8XG3UteDar18/N6vk+OOPdzN2dfnm4NCZwvrFBR306zLQuoS0/vyLL74ocEHZ5Ku+7wsvvCDz5s2TjTbayC2BrgVonTH8559/uvhapNZCdLpfnrBRyiwqppl5pXt2Wbrmv0Zdtl+XOdfloHX2b7DqQ69eveT666+P7PL76bYD5yGQBAHGHP5bGVP/phqxLJ+NcR3H4WqTq2XtyljOrl2JjECuCTDmsGkRXP27Mo7zb1rW4w3Gxza/P2YcZ/NZIaqNAMVgG9ecjfrpp5/K2Wef7YplOjv4hBNOcNeqD/mrrrpKvvrqK2nevLm8+eabbi9UX4fOCP7pp5/c7F9du19nIuv/6nK7euyzzz5y4403yk477eTrLUONg6t/bp2Bq0uH674he+65p9x7771ur9NUh34ZoVu3bjJx4kRXtH3ppZekbdu2WV3U6tWrXfFXl4zWmcT6hQnNU10OvUaNGm72cadOndwMy1122SWr9yirF2FqI19WrvnvRr/wMHXqVHn22Wfd8tBB37rbbru5WVmZrOBgo0RUBBDwJcCYw5fk+jiY+jctq2djnMdx2kq4+s/VsnRlLGfTnkRFIJcFGHPYtA6ufl0Zb/j1DKLhGi9XxnE27UlUWwGKwba+ORldC2U6u3G//fZz+5yWL1/eFb769+8v48aNk2XLlrlC1/nnn5/V9RdeCjoIorM2de/KuXPnumKb/rLmP//5j3sf3X816geu/lvwqaeecoUsndG46667pnyD4Jd+l19+uVx22WVSu3Ztt5dvo0aN0rqg4vI1//4as2fPlu+++87NWK9fv77897//TSt2Lp6EqU2rlKVrcEfDhw+Xc8891/2xQYMGon8uvN+1zd0TFQEEwhZgzOFfHFP/pmX5bIzrOE5bCVf/uVrWrozlbNqUqAjkqgBjDpuWwdWvK+MNv55BNFzj58o4zqZNiWojQDHYxjUnohZeGjf484oVK9xewcERFMN0qV0tzOrsXS2ovffeewWW5C3tpkorqmkBWvdaff31191eq7rP6jHHHOP2YY3SgatNa6VaGvzHH390Xx5Ip/h6zjnnyM033ywbb7yxy7GWLVuWeKHF5avN3ZVNVExt3HPVVWcDt2/fXk4++WS30kPU+lab1iIqAtEWYMzhv/0w9W+qEXP12Whzt+FFxdXGOlddGcvZtDdRESgrAcYcNvK4+nfN1eei/zsNNyKuNt656so4zqa9iepXgGKwX88yjaazIXW/SJ3Zu8UWW8g222wj9erVK/aaUnWeuu/q3Xff7fbwPemkk9z/z/QYO3asvPHGG24f4i233LLAy3UGshaFdSnfKlWqZBq6TM7H1Ya9JNdM9owOZgbrktKar9tvv72bGVy5cuW0LrykfE0rQA6dhKlNY0TJVftYXfGBAwEEoinAmMN/u2Hq31QjRunZaCNgExVXXBnL2eQAUREIQ4Axh40yrv5dGW/4N2V8bGMaNVfGcXZ5QGQ/AhSD/TiWaZRZs2bJ0KFDZcqUKW7p5V9//VWqVavm9vwdMWKEdO3a1e11WtJMyOBnus/GgAED5LXXXnP39Morr0jnzp3Tuj+dcazFZN37V4/Ro0dLz549pUKFCilnC6QVtAxPwtUG34drqivTZaR1KfIuXbrIpEmT3N6+mnvFHSXlq82d20XF1MYWVxtXoiKAQFEBH/0NY7mCrpjafNJ8uDKOs+kDcMXV5lNPVAQQKE3Ax7ORcZxNH46r//Ex4w2bXMUV19KeNfwcAR8CFIN9KJZRDJ0BfOWVV8q1117rrkBn2upevLo0qM6s1G+j6CzJ0047zRV40z1uueUWt9fk999/L3vttZdMmDAh7VmWurfrqFGjZM6cOdKqVSt56KGHZKeddkr3rXPiPFxtmsHKVa/2p59+kj322EO+/fZb6devn4wcOTKtm4h6vmKaVjNnfBKuGZPxAgQQyFLAqr9J8lgO0yyTsZSXWbkmeRyn944r+WojQFQEEAhDwKoPT/I4zvLZmGRXq1xlHGfze3lccQ3jGcZ7JFOAYnBE212XYb7oootk6tSp7g6OOOII6d69u1seWvf7fe655+Tiiy92P2vbtq088MADsuOOO5Z4t8E35ubPny9nnnmmPPPMM26m8b333iu9e/dO67U6K7l///7y2GOPufMnTpwo++yzT2SUcbVpKgtXvdJgOem3337bzQjW2b7PP/+8HHDAAbHPV0zJ1Sj1rTatRVQEoi1g0Y8nfSyHqc1nwsI16eM4vX9cyVfGcjY5QFQEwhCw6MOTPo6zejYm3dUiVxnHMY6z6mfJVytZ4iKwToBicMQyQYtfuoTzZZddJloA01m3AwcOlMMOO0xq1qwp5cuXz7ujPn36yH333ecKxHfccYccdNBBpd5tUFx7/PHH3XvocjdNmjSRt956SzbffHP3+uL2cw3+XvdgffPNN91s5NIK0KVeUEgn4GoDHZarLoeun4MGDRrIhx9+6PbKzv9ZSHV3Uc1XTMnVKPWtNq1FVASiLRBWP56ksRymNp+JsFyTNI4L/i0Vxr/ncLX5d3LSXG16F6IiEF2BsJ6NSRrHhflsTJJrWLmatOcirjb9N642rkRFoLAAxeCI5cTvv/8ugwYNcvvx6kzIc889Vzp27ChVq1bNuxOdHVmpUiU3O7hHjx6ycuVKefbZZ+Xggw8u9W6DAtny5ctdMXfMmDGyZMkSGTJkiFxxxRV5r9efL1iwQOrWreveW1/nvl3w7xLV+r9ROnC1aS1r1+Cqe/XqJQ8++KDsvPPOMm3aNLdceuFisH4bVA/9+yjnK6bkqo0AURFAICwB6348iWM5TG2y19o1ieM4vWdcyVcbAaIigEAYAtZ9eBLHcWE8G5Poap2rjONsfi+PK65hPMt4j+QKUAyOWNuvWrVKzj//fHnvvffk8ssvd3v6Fndo0fjGG290hbF3331XWrdundbdBkuoTJkyxRWbtbimBV+dcdm0aVP5+uuv5eWXX3Z/37VrVznmmGPSipvLJ+Fq0zphuP7555/SqVMn+eSTT+Tkk0+WO++8s8DN6KB/+vTpbu/rzp07uy9PRPnA1Kb1cLVxJSoCCBQVCKO/SdpYDlObT1oYrkkbx2lL4Uq+2ggQFQEEwhAIow9P2jgurGdj0lzDyFXGcTa/l8cV1zCeZ7xHMgUoBkeo3YOByw8//CB16tSRGjVquKsPvuGm+/vqrEedlauF25NOOklmzJghxx9/vNv3t0KFCgXOT+fWdaloXWJa9wLWpaiPPfZYefrpp91+wkuXLpVu3brJPffcI5tuumk64XLyHFxtmiUs148//ljatGkj+n46G/7AAw/Mu6F58+a5WfQ33XSTLFq0SPr16yfXXHNN3mfH5s7tomJqY4urjStREUCgqEBY/U3+d477WA5Tm09aWK5JGsdpS+FKvtoIEBUBBMIQCKsPT9I4LsxnY5Jcw8pVxnE2v5fHFdcwnmm8RzIFKAZHuN2Dh3v+wZP+/4kTJ7qlpD/77DNp2LChm7mre6hut9120qpVK2nUqJErDOd/fWEG/QaZnvPtt9/KKaec4vYp1kP3Df7ll1/c/999993dLMxmzZpFWLH4X9Ti6rdZrfJVi70nnnii+0KCzoDfdtttRb9Fp19aGD58uPsc6NGhQwf3xQWd3R6XA1OblsTVxpWoCCDAmCOMHLDqw/XaGR+Xd02Y33hD/92R5HFcYUtc/fUQVv1A0vPVXwsRCYF4CFj1NYw51uRt++Xz2ZhkV6tcTfpzEVebvhxXG1eiIqACFINjlAfz5893+/w+9thj7q5q167tZgn/888/ovsIa2e61VZbyX777edm+5Z26Gvmzp3rlqXWZaF1JrAeW2+9tVt+WmcKJ+HA1aaVfbmec845buavFnmnTp0qH3zwgcvPl156yV34Ntts4/586KGH2txIDkXF1KYxcLVxJSoCCBQV8NXfBJEZy4lgavNJ8+XKOK5g++BKvtoIEBUBBMIQ8NWHM46zeTbiut7VV64yjrPJVVxxDeOZxXskU4BicEza/a+//pKePXu6fVG1ANy3b1854IADZLPNNnNLSr/55pty4YUXuqVyV65c6WZMnn766VK5cuWUAjojWF/z1FNPyfPPP+/O0SWohw4dKkOGDImJWum3gWvpRtmc4ctVc7lt27Zuv+D9999ftt9+e7nlllvcJele2VdddZWcd9552Vxi5F6DqU2T4WrjSlQEECgq4Ku/CSIzlhPB1OaT5suVcVzB9sGVfLURICoCCIQh4KsPZxxn82zEdb2rr1xlHGeTq7jiGsYzi/dIrgDF4Bxv+5KWci586boE7nvvveeKwrokbqVKlQqcovv8ahH47bffdstH68zJnXbaqYiA7g88cOBAVwTW5Xb10H2Hhw0b5paJjsOBq00rhu06c+ZMVwzWLyro0o36nx4nnHCCXHfdde7LEFE/MLVpQVxtXImKAAJFBcLub/QK4j6Ww9Tmkxa2axLGcdpSuJKvNgJERQCBMATC7sOTMI4ri2djElzDzlXGcUV7IB+/l8cV1zCebbxHcgUoBpdR2+sMXX1Qb7zxxm4mb6pj9erVbnajHvrNrVq1aqU8L3jg6/laDCs82zeIoz+7/vrr3X/6/hdffLGb6ZtqwNC1a1eZNGmS2xf4hhtukHbt2pWRVGZvi2tmXumenauu06dPd8uV//jjj+5WNE91ZnAU8hXTdLMvs/NwzcyLsxFAIHuBXO1vgjuK4lgO0+zzsaRX5qprlMdx6o0r+RqVf3fYtBRREYi2QK724VEex+XyszHKrrmaq4zj1veBPn8vjyuu0X66cvW5LkAxOOQW0oe4flNI9zbVom3//v2lffv2xV7FwoULZdCgQe7nuuStzuhdu3ZtsQXk4gIFr9H37datm/z+++/Spk0btxR0lSpVirzs888/d0vvHn300SELZfd2uGbnVtqrct31u+++c8udT5s2TUaMGCH/+9//SrulMv85pjZNgKuNK1ERQKCoQK73N8EVR2ksh6nNJy3XXaM4jgt+0Z3L/57DNfUXrTf038lRdbXpXYiKQHQFcv3ZGMVxXBSejVF0zfVcjepzEVeb/htXG1eiIuBbgGKwb9ES4t16661y+eWXixZ4g2Pw4MFy0UUXSfXq1Yu88qeffpKjjjrKLevcuHFjueKKK9wS0Bt6NGnSRPShrXsK61LQ2RSXN/QafL4eV5+a62NFxVV/2b3jjju6paJz/cDUpoVwtXElKgIIFBWISn8TpbbD1Ka1ouIapXGcthSu5GtU/t1h01JERSDaAlHpw6OmjKv/FouKKeO47Nq+tN/L44prdgK8CoHSBSgGl260wWfMmjVLzj33XJkwYYKLtdtuu8n+++/v9t/VWbr169dP+R5Lly6VO+64wy3lvGTJEtl3333dks0tWrTI+po+++wz6dKli9tLTvcBfuCBB7KOVdYvxNWmBXD174qpf1ONiKuNK1ERQKCoAP2N/6zA1L8pz0YbU1xxtRMgMgIIhCHAmMNGGVf/rpj6N2UcZ2OKq50rkRGwFKAYbKkrIrpf74ABA+S2226TRo0auSWfdY/TunXrStWqVd27lzQz94svvnCvf/nll93+vWPGjHFxsjkWL17sitJ33XWXe/lzzz0nBx54YDahyvw1uNo0Aa7+XTH1b6oRcbVxJSoCCBQVoL/xnxWY+jfl2WhjiiuudgJERgCBMAQYc9go4+rfFVP/pozjbExxtXMlMgLWAhSDjYSDzeNHjRol/fr1c/vyjhw5Uo455hipVq1a3rsG5xV3GToYePLJJ0VnCffu3Tvtqy1cYNaZxY888ogMGTJEdB3/M844Q2688ca04+XKibjatASu/l0x9W+qEXG1cSUqAggUFaC/8Z8VmPo35dloY4orrnYCREYAgTAEGHPYKOPq3xVT/6aM42xMcbVzJTICYQlQDDaW1mWgdV/eU089VbQwHBxa5N1oo40KvHs6e/euWrVKKlSokPZVL1u2TObNmyf333+/2+Pq77//drOBhw0bJs2aNYvsfsG4pp0CGZ2Ia0ZcaZ2MaVpMGZ+Ea8ZkvAABBLIUoL/JEq6El2Hq31Qj4oqrjYBNVPLVxpWoCCBQUIC+xiYjcPXviql/U8bHNqa42rkSGQFrAYrBhsK6P2+bNm1kxYoV8uKLL7o9f1euXCkVK1bMe1ddBlq/BaZ/p8s/6wxiPUqbMVzcZWvxV/cD1qLvtGnTRK/hiSeekDlz5riX9OrVS6644gpp2LCh4Z3bhsbVxhdX/66Y+jfViLjauBIVAQSKCtDf+M8KTP2b8my0McUVVzsBIiOAQBgCjDlslHH174qpf1PGcTamuNq5EhmBMAQoBhsqT5482X1Dv1KlSvLCCy9Iu3bt8t7tjTfekBEjRoj+b/Xq1d0y0Prz7t27y2mnnZb1VS1YsECOPvpoef311/PiarDWrVvLlVdeKV27ds06dq68EFeblsDVvyum/k01Iq42rkRFAIGiAvQ3/rMCU/+mPBttTHHF1U6AyAggEIYAYw4bZVz9u2Lq35RxnI0prnauREYgDAGKwYbKujy0FoNr1qwpM2bMkG222cbNDL7gggvy9uvVGcH6d+XLl3ezgfU4/fTT5dxzz5Wtt9465dWVtlT05ZdfLpdddpl06NBBNt98c+nRo4crEMflwNWmJXH174qpf1ONiKuNK1ERQKCoAP2N/6zA1L8pz0YbU1xxtRMgMgIIhCHAmMNGGVf/rpj6N2UcZ2OKq50rkREIQ4BisKHyBx984IrBP//8s9x+++3St29fOfnkk+Xee+9173riiSfKkUce6X4+e/ZsufPOO+W3335zheEzzjhDBg8eLA0aNCh2yehXX33V/bx58+YF9v5dvny5fP75564IrUtPV65c2fAuww+Nq405rv5dMfVvqhFxtXElKgIIFBWgv/GfFZj6N+XZaGOKK652AkRGAIEwBBhz2Cjj6t8VU/+mjONsTHG1cyUyAmEIUAzOQPntt9+Wxx9/XM4880xp0qRJqfv66sN8//33l0WLFslxxx0nffr0kWOOOcbNBB49erTbQzj/MX78eLnmmmvkvffec7OCzz77bOnfv3+RK/zyyy/lwAMPlG+//VYuvfRSufDCC92ew2vXrpVy5cplcEe5cSquNu2Aq39XTP2bakRcbVyJigACRQXob/xnBab+TXk22pjiiqudAJERQCAMAcYcNsq4+nfF1L8p4zgbU1ztXImMQC4KUAxOo1UWLlwoAwcOlIceesjN2r366qvlvPPOS+OVIp06dZIpU6bI3nvvLfXr15eHH35Yjj/+eLn77rulQoUKeTE07urVq+W1117L29dXC8k33nijNG3atMB7jR07Vk466STRGcCdO3d2xWD936gduNq0GK7+XTH1b6oRcbVxJSoCCBQVoL/xnxWY+jfl2WhjiiuudgJERgCBMAQYc9go4+rfFVP/pozjbExxtXMlMgK5LEAxuJTWmTx5siu2vvPOO3mzbtu3by8jRoyQtm3bFjs7WAu7G220kWjhVmcF61G1alX5+++/5YknnpDu3bsX+86nnXaaWzJ6iy22kDvuuEMOOuigAufqstI33HCDuwY9BgwY4ArUVapUyeVcK3BtuNo0Fa7+XTH1b6oRcbVxJSoCCBQVoL/xnxWY+jfl2WhjiiuuUft3sl2LERmBaAow5rBpN1z9u2Lq35RxnI0prnauREYg1wUoBpfQQloAvvbaa+Xll192M4J1f15dmrl27drSq1cvGT58uPv7kpZn/uqrr9zewFOnTnXFYS0Ijxs3Tvbbb79il3SeNGmS20v4zz//lGHDhsmgQYOKFJ31mk499VS3X/ADDzwgm266aa7nWt714WrTVLj6d8XUv6lGxNXGlagIIFBUgP7Gf1Zg6t+UZ6ONKa64Ru3fyXYtRmQEoinAmMOm3XD174qpf1PGcTamuNq5EhmBKAhQDC6mlb7//nvp2LGjzJs3z52hxdl+/fq5PX9/+uknadmypVx55ZVy8MEHl1gM/ueff9yS0Lr/75o1a1ysm266ye0FHMweLnwJ06dPlyOOOELmzp3ris733Xdf3ilB4Xnp0qVuL+KGDRtGIc/yrhFXm+bC1b8rpv5NNSKuNq5ERQCBogL0N/6zAlP/pjwbbUxxxTVq/062azEiIxBNAcYcNu2Gq39XTP2bMo6zMcXVzpXICERFgGJwMS21cuVKqVmzppvNe+mll+btEXzrrbe6Qm6lSpXk8MMPl5EjR8omm2xSYkF49uzZcsEFF8hTTz3l3m277baTmTNnSuXKlQvM+NVisc401j0mdthhB1fs1YKzLlMdlwNXm5bE1b8rpv5NNSKuNq5ERQCBogL0N/6zAlP/pjwbbUxxxdVOgMgIIBCGAGMOG2Vc/bti6t+UcZyNKa52rkRGICoCFINLaCld2vnFF190hdxq1aq5mby65+/ee+8t06ZNk8aNG8v5558vJ598contrbN5X331VTn++OPll19+cecOHTpULr74YlcMLleuXIElox966CHp3bu3+5kuB63vF6cDV5vWxNW/K6b+TTUirjauREUAgaIC9Df+swJT/6Y8G21MccXVToDICCAQhgBjDhtlXP27YurflHGcjSmudq5ERiAKAhSDS2mlZcuWuUJw/mPChAly0EEHub/q2rWr3HzzzW4mbzCzN1VI/ZkuF33aaafl/fiNN96QXXfd1c0QDo5Zs2a5JaW1CNy+fXvR99I9iuN24GrTorj6d8XUv6lGxNXGlagIIFBUgP7Gf1Zg6t+UZ6ONKa642gkQGQEEwhBgzGGjjKt/V0z9mzKOszHF1c6VyAjkugDF4DRaKNinN/+pPXv2lEcffVQ222wzOf300+WSSy5JI5K4WcTjx4+XBQsWuOWiO3Xq5PYi/u2332T+/PkyatQoN2tO9zi6/fbb3Z7EcT1wtWlZXP27YurfVCPiauNKVAQQKCpAf+M/KzD1b8qz0cYUV1ztBIiMAAJhCDDmsFHG1b8rpv5NGcfZmOJq50pkBHJZgGJwlq3zySefuFm9y5cvd/97ww03SIcOHYqdHaxLTOv+w1oE1mWgL7roIvnnn3/cu+s+wTVq1JC//vrL/blBgwZutnGPHj2yvLrovgxXm7bD1b8rpv5NNSKuNq5ERQCBogL0N/6zAlP/pjwbbUxxxdVOgMgIIBCGAGMOG2Vc/bti6t+UcZyNKa52rkRGIFcEKAZvQEtoQffqq6+WmjVrynHHHScjRoyQSpUqpZztVvhtXnvtNXnsscdk4sSJMnfuXDdLWI8jjjhChgwZUmRp6g24zMi9FFebJsPVvyum/k01Iq42rkRFAIGiAvQ3/rMCU/+mPBttTHHF1U6AyAggEIYAYw4bZVz9u2Lq35RxnI0prnauREYgFwQoBm9AK+iyzv/99/SoZAAAFidJREFU739lzpw50rx5cxk6dKgcfvjhaRWDg7f9/vvvZfHixe6PG2+8sZsVnPQDV5sMwNW/K6b+TTUirjauREUAgaIC9Df+swJT/6Y8G21MccXVToDICCAQhgBjDhtlXP27YurflHGcjSmudq5ERiAXBCgGb2Ar3HfffdKnTx+pUKGCHHrooTJy5EjZfPPN3XLR5cqVc/+lOlLtI7GBlxKrl+Nq05y4+nfF1L+pRsTVxpWoCCBQVID+xn9WYOrflGejjSmuuNoJEBkBBMIQYMxho4yrf1dM/ZsyjrMxxdXOlcj/394d69q0hVEAnkejEBUqoVXTK4jKA1ASpUQUKoXi1CJOhF6iJgoPQKHxABqhUGiESETtZu9E4e4rcew59pB7PvVe45fvX1lrJiM5i0BbQBm85gYW3/09f/78eP78+Th+/Pi4cePGuHbt2k+p3759GwcOHPjl94TX/C/8Ly/nmlkr1/muTOebLhK5ZlylEiCwKuB5M/+uYDrf1LsxY8qVa05AMgECmxBw5sgoc53vynS+qXNcxpRrzlUygbaAMnjCBhbf/z137twy6ezZs+PBgwfjxIkTyz91+vLly/HixYuxs7Mz9u3bpxDehTfXXWDt4qdcd4H1mz9l+ptQu/wZ112C+TkBAn8s4Hnzx3S/vJDpfNNFIleuGYFMqvs14yqVAIGfBTxrMncE1/muTOebOh9nTLnmXCUTaAoogyfpX7lyZTx8+HAcPnx4XLp0afkno589ezaePHky3rx5M65evTru378/adreieGa2TXX+a5M55suErlmXKUSILAq4Hkz/65gOt/UuzFjypVrTkAyAQKbEHDmyChzne/KdL6pc1zGlGvOVTKBloAyeE35H9/+fffu3Th58uT4+vXrOHbs2Dh48OB4/fr1Mv3IkSPj3r174+LFi2tO2zuXc83smut8V6bzTReJXDOuUgkQWBXwvJl/VzCdb+rdmDHlyjUnIJkAgU0IOHNklLnOd2U639Q5LmPKNecqmUBbQBk8aQMfPnwY169fH48fPx5bW1vLImPxb3t7e9y6dWvSlL0XwzWzc67zXZnON10kcs24SiVAYFXA82b+XcF0vql3Y8aUK9ecgGQCBDYh4MyRUeY635XpfFPnuIwp15yrZAItAWXwmvKfPn0ar169Gk+fPl0WwZ8/f14mXrhwYdy5c2ccPXp0zQl783Kumb1zne/KdL7pIpFrxlUqAQKrAp438+8KpvNNvRszply55gQkEyCwCQFnjowy1/muTOebOsdlTLnmXCUTaAsog9fYwPv375ffCX706NF4+/btMunUqVPj7t274/Tp02sk7+1LuWb2z3W+K9P5potErhlXqQQIrAp43sy/K5jON/VuzJhy5ZoTkEyAwCYEnDkyylznuzKdb+oclzHlmnOVTOBvEFAGr7GFjx8/jjNnziy/DXzo0KFx+/btcfny5TUSXboQ4Jq5D7jOd2U639QzIGMqlQCB/xbwHJ9/ZzCdb+rdmDHlyjUnIJkAgU0IOHNklLnOd2U639Q5LmPKNecqmcDfIKAMXnMLOzs748uXL+PmzZtj//79a6a5/IcA18y9wHW+K9P5potErhlXqQQIrAp43sy/K5jON/VuzJhy5ZoTkEyAwCYEnDkyylznuzKdb+oclzHlmnOVTKAtoAxecwPfv38fW1tba6a4/N8CXDP3BNf5rkznmy4SuWZcpRIgsCrgeTP/rmA639S7MWPKlWtOQDIBApsQcObIKHOd78p0vqlzXMaUa85VMoG2gDK4vQHzCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgEBBQBgdQRRIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKAtoAxub8B8AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIBASUwQFUkQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGgLKIPbGzCfAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECAQFlcABVJAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBNoCyuD2BswnQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAQEAZHEAVSYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgbaAMri9AfMJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAQEFAGB1BFEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoC2gDG5vwHwCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgEBJTBAVSRBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaAsog9sbMJ8AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIBAWVwAFUkAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE2gLK4PYGzCdAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEBAQBkcQBVJgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBtoAyuL0B8wkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIBAQUAYHUEUSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgLaAMbm/AfAIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECAQElMEBVJEECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBoCyiD2xswnwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgEBZXAAVSQBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTaAsrg9gbMJ0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQEBAGRxAFUmAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIG2gDK4vQHzCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgEBBQBgdQRRIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKAtoAxub8B8AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIBASUwQFUkQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGgLKIPbGzCfAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECAQFlcABVJAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBNoCyuD2BswnQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAQEAZHEAVSYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgbaAMri9AfMJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAQEFAGB1BFEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoC2gDG5vwHwCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgEBJTBAVSRBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaAsog9sbMJ8AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIBAWVwAFUkAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE2gLK4PYGzCdAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEBAQBkcQBVJgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBtoAyuL0B8wkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIBAQUAYHUEUSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgLaAMbm/AfAIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECAQElMEBVJEECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBoCyiD2xswnwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgEBZXAAVSQBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTaAsrg9gbMJ0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQEBAGRxAFUmAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIG2gDK4vQHzCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgEBBQBgdQRRIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKAtoAxub8B8AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIBASUwQFUkQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGgLKIPbGzCfAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECAQFlcABVJAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBNoCyuD2BswnQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAQEAZHEAVSYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgbaAMri9AfMJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAQEFAGB1BFEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoC2gDG5vwHwCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgEBJTBAVSRBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaAsog9sbMJ8AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIBAWVwAFUkAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE2gLK4PYGzCdAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEBAQBkcQBVJgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBtoAyuL0B8wkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIBAQUAYHUEUSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgLaAMbm/AfAIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECAQElMEBVJEECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBoCyiD2xswnwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgEBZXAAVSQBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTaAsrg9gbMJ0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQEBAGRxAFUmAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIG2gDK4vQHzCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgEBBQBgdQRRIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKAtoAxub8B8AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIBASUwQFUkQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGgLKIPbGzCfAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECAQFlcABVJAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBNoCyuD2BswnQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAQEAZHEAVSYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgbaAMri9AfMJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAQEFAGB1BFEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoC2gDG5vwHwCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgEBJTBAVSRBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaAsog9sbMJ8AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIBAWVwAFUkAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE2gLK4PYGzCdAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEBAQBkcQBVJgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBtoAyuL0B8wkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIBAQUAYHUEUSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgLaAMbm/AfAIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECAQElMEBVJEECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBoCyiD2xswnwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgEBZXAAVSQBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTaAsrg9gbMJ0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQEBAGRxAFUmAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIG2gDK4vQHzCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgEBBQBgdQRRIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKAtoAxub8B8AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIBASUwQFUkQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGgLKIPbGzCfAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECAQFlcABVJAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBNoCyuD2BswnQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAQEAZHEAVSYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgbaAMri9AfMJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAQEFAGB1BFEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoC2gDG5vwHwCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgEBJTBAVSRBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaAsog9sbMJ8AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIBAWVwAFUkAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE2gLK4PYGzCdAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEBAQBkcQBVJgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBtoAyuL0B8wkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIBAQUAYHUEUSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgLaAMbm/AfAIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECAQElMEBVJEECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBoC/wDATpsFe0aSzgAAAAASUVORK5CYII=\" width=\"961.5\">"
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],
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"text/plain": [
|
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"<IPython.core.display.HTML object>"
|
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]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"%matplotlib notebook\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"from matplotlib.animation import FuncAnimation\n",
|
|
"import datetime\n",
|
|
"import matplotlib.dates as mdates\n",
|
|
"from collections import deque\n",
|
|
"\n",
|
|
"# How many sensor samples we want to store\n",
|
|
"HISTORY_SIZE = 25\n",
|
|
"\n",
|
|
"# Pause re-sampling the sensor and drawing for INTERVAL seconds\n",
|
|
"INTERVAL = 0.01\n",
|
|
"\n",
|
|
"# Deque for X-Axis (time)\n",
|
|
"x_vals = deque(maxlen=HISTORY_SIZE)\n",
|
|
"\n",
|
|
"# Deque for Y-Axis (accelerometer readings)\n",
|
|
"accel_x = deque(maxlen=HISTORY_SIZE)\n",
|
|
"accel_y = deque(maxlen=HISTORY_SIZE)\n",
|
|
"accel_z = deque(maxlen=HISTORY_SIZE)\n",
|
|
"\n",
|
|
"# Create 3 side-by-side subplots\n",
|
|
"fig, (ax1, ax2, ax3) = plt.subplots(1,3)\n",
|
|
"\n",
|
|
"# Automatically adjust subplot parameters for nicer padding between plots\n",
|
|
"plt.tight_layout()\n",
|
|
"\n",
|
|
"def animate(i):\n",
|
|
" # Poll the LSM303AGR\n",
|
|
" accel_data = sox.acceleration\n",
|
|
" # Add the X/Y/Z values to the accel arrays\n",
|
|
" accel_x.append(accel_data[0])\n",
|
|
" accel_y.append(accel_data[1])\n",
|
|
" accel_z.append(accel_data[2])\n",
|
|
" \n",
|
|
" # Grab the datetime, auto-range based on length of accel_x array\n",
|
|
" x_vals = [datetime.datetime.now() + datetime.timedelta(seconds=i) for i in range(len(accel_x))]\n",
|
|
" \n",
|
|
" # Clear all axis\n",
|
|
" ax1.cla()\n",
|
|
" ax2.cla()\n",
|
|
" ax3.cla()\n",
|
|
"\n",
|
|
" # Set grid titles\n",
|
|
" ax1.set_title('X', fontsize=10)\n",
|
|
" ax2.set_title('Y', fontsize=10)\n",
|
|
" ax3.set_title('Z', fontsize=10)\n",
|
|
" \n",
|
|
" # Enable subplot grid lines\n",
|
|
" ax1.grid(True, linewidth=0.5, linestyle=':')\n",
|
|
" ax2.grid(True, linewidth=0.5, linestyle=':') \n",
|
|
" ax3.grid(True, linewidth=0.5, linestyle=':')\n",
|
|
"\n",
|
|
" # Rotate and align x-axis tick labels so they look better\n",
|
|
" fig.autofmt_xdate()\n",
|
|
"\n",
|
|
" # Display the sub-plots\n",
|
|
" ax1.plot(x_vals, accel_x, color='r')\n",
|
|
" ax2.plot(x_vals, accel_y, color='g')\n",
|
|
" ax3.plot(x_vals, accel_z, color='b')\n",
|
|
" \n",
|
|
" # Pause the plot for INTERVAL seconds \n",
|
|
" plt.pause(INTERVAL)\n",
|
|
"\n",
|
|
"# Update graph every 125ms\n",
|
|
"ani = FuncAnimation(fig, animate)"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"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": "3.7.4"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|