{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Geometries in pyFAI\n",
    "\n",
    "This notebook demonstrates the different orientations of axes in the geometry used by pyFAI."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Demonstration\n",
    "The tutorial uses the *Jypyter notebook*. \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    }
   ],
   "source": [
    "import time\n",
    "start_time = time.time()\n",
    "%pylab nbagg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Using pyFAI version 0.18.0\n"
     ]
    }
   ],
   "source": [
    "import pyFAI, pyFAI.detectors\n",
    "print(\"Using pyFAI version\", pyFAI.version)\n",
    "from pyFAI.gui import jupyter\n",
    "from pyFAI.calibrant import get_calibrant\n",
    "from pyFAI.azimuthalIntegrator import AzimuthalIntegrator"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will use a fake detector of 1000x1000 pixels of 100_µm each.\n",
    "The simulated beam has a wavelength of 0.1_nm and the calibrant chose is silver behenate which gives regularly spaced rings.\n",
    "The detector will originally be placed at 1_m from the sample."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "wl = 1e-10\n",
    "cal = get_calibrant(\"AgBh\")\n",
    "cal.wavelength=wl\n",
    "\n",
    "detector = pyFAI.detectors.Detector(100e-6, 100e-6)\n",
    "detector.max_shape=(1000,1000)\n",
    "\n",
    "ai = AzimuthalIntegrator(dist=1, detector=detector, wavelength=wl)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\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) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        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\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\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"
    },
    {
     "data": {
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\" width=\"640\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7f9df849db38>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img = cal.fake_calibration_image(ai)\n",
    "jupyter.display(img, label=\"Inital\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Translation orthogonal to the beam: poni1 and poni2\n",
    "We will now set the first dimension (vertical) offset to the center of the detector: 100e-6 * 1000 / 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "poni1: 0.05\n"
     ]
    },
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\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) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        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\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\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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\" width=\"640\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7f9d9291f7b8>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p1 = 100e-6 * 1000 / 2\n",
    "print(\"poni1:\", p1)\n",
    "ai.poni1 = p1\n",
    "img = cal.fake_calibration_image(ai)\n",
    "jupyter.display(img, label=\"set poni1\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's do the same in the second dimensions: along the horizontal axis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "poni2: 0.05\n",
      "Detector Detector\t Spline= None\t PixelSize= 1.000e-04, 1.000e-04 m\n",
      "Wavelength= 1.000000e-10m\n",
      "SampleDetDist= 1.000000e+00m\tPONI= 5.000000e-02, 5.000000e-02m\trot1=0.000000  rot2= 0.000000  rot3= 0.000000 rad\n",
      "DirectBeamDist= 1000.000mm\tCenter: x=500.000, y=500.000 pix\tTilt=0.000 deg  tiltPlanRotation= 0.000 deg\n"
     ]
    },
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\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) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        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\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\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"
    },
    {
     "data": {
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\" width=\"640\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7f9d9294b978>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p2 = 100e-6 * 1000 / 2\n",
    "print(\"poni2:\", p2)\n",
    "ai.poni2 = p2\n",
    "print(ai)\n",
    "img = cal.fake_calibration_image(ai)\n",
    "jupyter.display(img, label=\"set poni2\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The image is now properly centered. Let's investigate the sample-detector distance dimension.\n",
    "\n",
    "For this we need to describe a detector which has a third dimension which will be offseted in the third dimension by half a meter.\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\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) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        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\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\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"
    },
    {
     "data": {
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QzuM3bt3x6RJk4x+7unpiREjRij/XrNmDSRJwqlTp/R+b/PmzZAkCZ9++mmzb5OIiH4dOE8QEVFDOE8QERGRKQygSWFuh/Hq1auQJAnPP/+80d9MmTIFXbp0Uf6dnZ0NGxsb/PLLL3q/d+7cOUiShL/+9a/Nvk0iIvp14DxBREQN4TxBREREpjCAJoW5HUbx8zfeeMPob+bNmwdJklBTUwMAiI2Nhbu7u9HvVVZWQpIkLFy4sNm3acqNGzfw5Zdf6o1//etf2LhxI0pLS43+j4ODg+P3PEpLS7F9+3b8+OOPzZkWjHCe4ODg4Gibg/OEPDhPcHBwcJgeD2qeoN8vBtCkMLfDePDgQUiShHfeecfobxYtWgRJkpSN0PDhw9G3b1+j3/v5558hSRJmzZrV7Ns05ZlnnoEkSRwcHBwczRjbt29vzrRghPMEBwcHR9senCc4ODg4OBoa9ztP0O8XA2hS/NYrFt59911IkoR3/+KFo3uiceTTySg+WoCjpfNQcnwhjpbOQ/HRmThyKB1H947FsR0DULbRDSde0KBsYQcczemCzya54qORftg6aCDWB0TjL17jsNQ9HvN6JSPfMQWZ3VOR2jUNiZ3TEG8nj8TOaUjtmobM7qnIc5iMx52T8YxbAl7ynID/8huFt/sPwZ6R/jiY4IbizG44PkeDE39qjxN/tUPZG+449n4ojn4cgyMHknCkOBdHj/0RJccX4ljZUzhW9pT2cRfgyKF0FO8bj5IPB+P4274oW9cTJ162wYln2uP4bGscTnfA/030wO7oAPx3eBjeDI7Ca74xeMlzApa6x2OhyyTM6pmCXIfJyOyeirSuaUjRPpcE7UjsnIakLvLzmWqfisd6pCLfMQV/7JmChS6TsMQtAa94jserPqOxod8IvN1/CHYM6Y89I/2xf5wnDiW5oHhaDxwr6ISy+RY48Ux7nHhBgxOru6BsXU+UveWF0q2BKPlwMI5+HIPi/XE48ulkHDmcLb9XqudeeuIZo3Gs7Cn5vTz2R/m9LM7FkUPT5Nv4vwQU7xuPox/H4Oj/RKBk5yCU/ncQjr/rj7K3vFD2hjvK1vfCidd64MTfuuLEX2xx4kVrnHjWAieWdcCJJe1Rtqg9yhZ2QNl8Cxyfo8Hx2dYonWmDYwWdUJJnh5Lczjia0wVHs+xRnNkNxdN64MhUBxyZ6oDD6Q44PMVRGf9K7akM9c8Ppzsof1M8rQeKM7vhaJY9juZ0QUluZ5Tk2eFYQSeUzrTB8dnWOD5Hg7L5FvLjWtQeJ5a0lx/vsxby4/+Lrfx8XuuBsvW95Of5lheOv+uP0v8OQsnOQTj6PxHy671vPI78X4L8eh2ahiPFuSg+OrOZr3sBjhzOlr9f++Nw9OMYlHw4GKVbA+XXeV1PnFjdRX7fn2mPsvkWOFbQCcXTeuBQkgv2j/PEnpH+2DGkP97uPwQb+o3Aqz6j8YrneCxxS8BCl0n4Y88U5Dum4LEeqZhqL3/nkroYf1ZTuqYhTfvdy3WYjFnaz+lS93i85DkBr/nG4M3gKPx3eBh2Rwfg/yZ64HC6A47PtpY/my/boGxdTxx/2xclHw6WX59D6cp2Q3wHxXM/UpyLIweScPTjGBx7PxRlb7jjxF/tcOJP7XF8jgbFmd1wMMENe0b64+3+Q/BffqPwkucEPOOWgMedk5Gn/e41tA3Jd0zBvF7JWOoej794jcP6gGhsHTQQH430w2eTXHE0pwvKFnaQt1sb3XBsxwAc3TtW+7hnGmzvCnDk08k4uica7/7FC5IkobS0tDnTgpG2Mk9sfjNOb5tTeuIZlJ38E8o+X64bJ/+E0hPPoOT4Qnl7o/7c74lGyc5B8vblDXecWOsgfxZWWCmf+9JCWxzN7op/pfbEwQQ3fBLrhd3RAdgxNBRbB4bjrZBIrA+Ixqs+o7HSKxbPeUzEErcEPOkyCfN6JWNWzxQUOKZgusNkZHVPRUa3VKTby5+VFNV3Qj2Susj/l6r9bky1T0Vm91Tk9JDnp5lOKfijczIW9ErC066JWOKWgOc8JuIlzwlY5R2L13xjsN5/JN4IisKW0KHYOmggdgwNxf8MC8THMb7YP84TBx51x6GUXjic7oCj2V1xLL8Tjs+2RtkCC3kb9Sftdn9lJ5x4tZu87d/opmyXjr0fqt0uDTO9XdLOB+rPs/guKu+T6r06+cUKk8PwvRRDvV1Tvt+l8+ShnVvkUSB/54tz5ff+0DTtSJfHp5PleftAkvz4/y8BxfvjdGPfeGUc3TvW9Pg4RjfM/I76dtS3L+5TeQyfTtY9NvFYD2crz0G8pmKbL56z4eur9xobfCcafa1Vr7Hh66u8puK1NJq3h6Fk5yAcez9UN29vdJPnlFe7yZ+nF+T9p7JF7VG2wALHZ1vjWH4nHM3uisPpDjiU0gsHHnXH/nGe+DjGF/8zLFD+vg0aiC2hQ/FGUBTW+4/Ea74xWOUdi5c8Jyjfu6ddE7GgVxL+6JyMmU4pyHOYjJwe8vdnqr28z9TU7166fRoyuqUiq3sqpjtMRoFjCmb1lLftT2r3pZ7zmIiVXrF41Wc01gdE462QSGwdGI4dQ0OxOzoAn8R64WCCG/6V2hNHs7uitNBWt1+1wkre3qx1QNkb7jj+rr/8ndoTbbBfNbNJ2zcxt29+M47zhGqekKT2kCRL7dBAkjRoJ9nIo50tHmrXCQ8/ZKcdXdD+4a5o/3B3dGjvAMv2PWHVoRc0HVxhbeGGjpZ9YGvphT9Y+aKLph+6aoLQTdMfDppBcNIMRS9NFHprotHHagy8rMbBzzIO/SwfRYhlIgZYTkK4VTIiNCmItpmM0R1TMb5TGh5V7T+IffZch8ko1G7n5/dKwlPa7fxyj4l4oc8ErPSKxd/6jsVrfjFYHxCt29YPDMf2wQPwYVQw9oz0x97RPsr2/rNJrvhXak8UT+uBo9ldUZJnJ++jztHI2/2ntPumy+V9kxN/sZU/n2L7v8FF/pxu8Vb2TY/tGCAfC6jmgeL9cfrbMu32S5kPtNutkuMLjfZZm7O9amzofU8M5g/1HGI4l4jtnRjKvKIex/5oNHRzzv0PU7dv6nGoH6f68Rs+N8PnbvjaPJDX2MTcrPcaKq9RgWo+1s3BYr5V5pEPB+PYjgHKMeDxLd7ysdEGF9188lc7+XP6gkb+3C5pj7KntPPKHA1KZ9qgJM8OR7O7onhaD/wrtSc+m+SqzC97R/tgz0h/fBgVjO2DB2DrwHDdHBMQjdf8YvC3vmOx0isWL/SZgOXaeeYp10TM184zhU7yMbn6WCexs/y9Ht8pDaM7piLaZjIiNCkIt0rGAMtJCLFMRD/LR+FnGQcvq3HoYzUGvTXR6KWJgpNmKBw0g9BN0x9dNUHooumHP1j5wtbSCx0t+8Dawg2aDq6w6tALlu17okN7B7R/uDvaP9wVDz/URdmWPdSuE9q1s1W2dWLbp9sWtn8g8wT9fjGAJsWD6tlmbW39H+nZ9uWXX0KSJBzdE427NwtRXrEU96pfRmXNKtyrfhnlFUtx99ZsVFyejKovIlF3wBv1W+1Qu9IKFU844Ptsb5yPH4jS4THYF5aA9wLSsdY7Gy+6z8CiXoV43KkIBT1mYnq3mXjMfiZyus1EXveZmOkwE/N7FmGpawFeeSQPG/o+hm2BafhkYDzKokfhfPxA3Mrrg8qnu6F2pRXqN1mjfrczag/3Q+WZkSi/mo67t2aj/N5y3Kt+GVV1a1BVtwaVNatQUfU87t55Andv5KHiQjyqTw6RH/eO7qjfaInaV6xQ+XQ33C50x+XkEJweG4niyLHYG5aIbYFp2OiThTWe0/G8+wwsdinE/J5FmO04U3keOaqR130mihxmYo5jERY6F2GJawFWuOVjdZ9c/KPvY9jin4EPQ1JwcHAcSofH4ExsBC4lheJ6pi9+LHJDxRMOqHnOFnWrLVC/0RL1W+3k5/mpD2pKw1B5ZiQqLsSj/No03L1ZiLt3nkB5xVJUVD2PyppVqKpbg+r6tXpDvA73ql9G+b3l8nt45wn5769no+LyZFRciEflV6NR9UUkakrDUHu4H+oOeKNurxvqdzmhfrs96t/tJL/uGyxRv9YCdastUPuSBjXP2aJqaWdULrZHxRMOKJ/nhLtzeuHHIjfcyvfAD7me+D7bGzeyfPBdhh+uTQnAt2mBuJoahCspwbicHIJLSaG4mDgAFxLCcCEhDOfjB5od4ncuJg7ApaRQXE4OwZWUYFxNDcK3aYG4NiUA32X44UaWD77P9sYPuZ64le+BH4vccHdOL5TPc0LFEw6oXGyPqqWdUfOcLWpf0siv+VoL+fltspaf73Z71O9yQt1eN9Qd8Ebt4X6oKQ1D1ReRqPxqNCouxKPi8mTcvZ6t936Iz2Fj70lF1fN670f5tWnye3FmpPw+fOqD+t3O8udgoyXqVlug5jlbVDzhgB+L3HA90xeXkkJxJjYCpcNjcHBwHD4MScEW/wz8o+9jWN0nFyvc8rHEtQALnYswx7EIRQ7y51T9uZ3eTf48z3aUv4eLXQrxvPsMrPGcjo0+WdgWmIa9YYkojhyL02MjcTk5BLcL3eXv4ytW8md1R3fUHfBG9ckhqLgQj7s38nD3zhN6n82qujXK5/Durdkov5qOyjMjUXu4n/w8N1mjdqX8fbyV1wfn4weiLHoUPhkYj22BadjQ9zG88kgelroWYH7PIsxUPZfH7HXP43GnIizqVYgX3WdgrXc23gtIx76wBJQOj8H5+IH4PtsbFU84yNuSrXaoO+CNqi8i5ffy1mzT272bhTi6JxqSJOHLL79s9rZVra3ME8VHC5T3t7p+LWp/Wo+6nzcqo/an9aiuX6u/Hb5ZiPKr6ai4EI+qU8P1P+fbuqD+DSvU/V3etlQt7YyKBY64XeiOG1k+uJISjHMTB+HUmCgcGzYanw2ZgL1hifgwJAXvBaTjTd9MrPXOxqo+uXjRfQaW987HYpdCPOlchHk95c//TAf5M5LfQ/7sTO+mG3nd5Z8X9JC347Md5c/SQmf587TUtQDPuuXjZY8ZWN0nF2u9s7HRJwub/TKwLTANH4akYG9YIg4OjsORiFiURY/CqTFROBsXjouJA/BtWiBuZPngVr4H7sx2QcUTDqha0gU1KzqidqX8vOs3WKJ+s438nd/lhLp9HvL2vzgI1WXhqDo1XG/bU35tmvxduzVbb/tTUfW83lwo3h/1e/TTL5uMhvr9E++heB/V8+q96pdxr/pleRumnVfKK5bibvki+X2+PVd+TLdmy9vGG3m4ez0b5demyeNqujz3XEqSx4V4VFyIx71zcfI4G4t7Z2NR+dVoeZwZqTeqTg1vdBj+jbgtcdvivsR9K4/l8mSUX01XHuvd69ny479ZqHtOt+fKz7N8kfLc1a+7evtv7vVvyvtg6vU3fN3v3nlCfkw38uQ5RD2nnxqO6rJw1BQHofZTH9Tt85Dn9K128udsg6X8fVtphZoVHVG1pAsqnnDAndkuuJXvgRtZPvg2LRAXEwfgbFw4To2JQln0KByJiMXBwXHK929bYBo2+2Vgo08W1npnY3WfXLzsMQPPuuVjqWsBFvUqxELnIjzuJO8/FTXxezhTuz81r2cRnnSW56blvfPxovsMrNJ+B9/0zcR7AenK9++zIRNwbNhonBoThXMTB+FKSjBuZPngdqE7KhY4omppZ3nO/7sF6t+wkrc7qv2sqlPD5f2sq+nKvN6c7Vzx0QLOE9DNE5JkiXbtNGjXzgbt2tngoXad5KEEzvbaIYfOFu17wsrCFRoLN1hbesDG0hOdrHzwB40/ulgHo6t1KLrbDIKjTQScbKLQq+NI9O44Fp42E9HXJhH+1ikI1qSjv2YaBmuyEaGZjhHWeRhtk4/xHQsQ36kQKXZFyOgi7zeIY5DHneTP2BLXAr3P2GteOdjQ9zG86ZuJdwKm4v2gNOwKScbesEQcCJ+IwxHjcGzYaJwcNQKnx0bqbe+vZ/riZo4Xbhe6y9v8BY6ofLobqpfZydv9V6xQt8YC9W0WCmwAACAASURBVOu0+/ybbfT2Pes/ckHd/j7KHFBTGobqk0OUeeDeuThUXEqSP6vq7ZTh9km1bWrKdsnUNqmxYW7uEN8P9f6vei4RQz2niFF+b7luiO2seq4xHHeeuP9h4nYN71v9uNSPV73tF0P9fNWvg/r1acqc0JzXv6F5W2/uUM/X6nn6ajoqLiXh3rk43TxycghqSsN0c8n+Pqj/yEX/GHGzjfw5XmeBujUWqH1Fnleql9mh8uluqFjgiDuzXXC70B03c7xwPdNXb345PTYSJ0eNwLFho3E4YhwOhE/E3rBE7ApJxvtBaXgnYCre9M3Ehr6P4TWvHL19vSWuBXhSO8eIY4PH7Gcio8tMpNgVIb5TIcZ3LMBom3yMsM5DhGY6Bmuy0V8zDcGadPhbp6CvTSI8bSaid8ex6NVxJJxsouBoE4HuNoPQ1ToUXayD8QeNPzpZ+cDG0hPWlh7QWLjBysIVFnphtLxNe/ihLnhIG0bLgbSNdogg+v7nCfr9YgBNioZWre7WrZvZFaaHDx+u/Ptvf/sbJMl41eq33noLkiTh4MGDzb7NphI7jEc+ndx4+Ly/jxzerLFAxQJH3MjywbmJg3Bs2GjsDUvEOwFT8ZpXDp53n4GnehVijmMR8nvowiJ1+LzQuQjLe+djVZ9cvO6biZ3Bk3FwcBw+jxmOS0mh+CHXE1VLO8s7au92Qt0+D9SUhuHeuTh5p8tc0KV9zOVX01H51WjUFAfJE+bbtqj7uwWql3dC+Vxn3MjywYWEMJRFj8KB8InYGTwZm/ym4TWvHLzsMQNLVQFeQQ/jAC+vu3ywZC54fidgKj4MScH+QY+iJGoMvho/FFdSgvF9tjfuzHZB5WJ71LxgIwegm6zlMG+fB2oP90PVF5G4dzZWDsdu5OHu7blNDp31Ak5xgKoNf5TAuSQUtYf85Pdzt7NuR+INK9Sv1+5ErDTeibg7pxduF7rjh1xP3MjywbWp/vg2LRCXk0NwMXEAzscPxNm4cHw1fihOj43El6OH4eSoETgxMhpl0aNwbNholESNQXHkWByJiMXhiHE4HDEOh4aOV8ZnQyYoQ/1z8btHImJRHDkWJVFjcGzYaJRFj8KJkdE4OWoEvhw9DKfHRuKr8UNxNi4c5+MH4mLiAFxODpGD6qn+uJHlgx9yPXG70B135/QyPjhYqT04WK89UBUHBrud5YOCQ36oKQnVC6TLr6YbBULNeq9uz5VPllyejHtnY1H1RaR8QmCfh3zSZJM16tdaoOYFG1Qutsed2S74PtsbV1KC8dX4oSiJGoP9gx7FhyEpeCdgqtkguimf46WuBXjZYwZe88rBJr9p2Bk8GQfCJ6IsehQuJIThRpYPyuc6o3p5J/lg/m1b1H/kgpriIFR+NVp3Yki7LTF5Yuh6Nu6di0NNaZj8HN/thLo1Fqha2hk/5HriUlIoPo8ZjoOD47AzeDJe983Eqj65WN47Hwud5TBDHULndJPDizmORXiqlxykv+aVg3cCpmJvWCKODRuNcxMH4UaWDyoWOMrv71Y71O3v02gIfeTTya0aLAC/rXni6LE/Nj18Ll+khM/3zsXJ4XNJqHwyUH2SZY382a5a0gXlc51xK98D1zN9cTk5BGfjwvF5zHCURI3BwcFx+HjAJOwISsU7AVPxujZ8XvlIHp53n4Flvc2HXnndzYdeRQ660Gu+KvRa1rsAz7vPwCuP5CmBxCa/aXgvIB07gyfj4wGTsH/QozgcMQ6lw2Pw5ehh+HrCYFxMHICrqUG4numLW3l9lBCiakkX+eSXYfC8rQvqP3BA3V43OXQoCVUCh3tnY/XDBhE0aA+QDQOGloTOjR24mj14NRU0q0NmES4bhMpVp4aj6otIVH0RieqTQ1BdFi4HpqVh8igJlUdxkDJqD/dr8lD/nXJb2tsW91V9cojyGJTgWh1Wi5DaIJw2CqbNhD73G/yYe2/0AgXxfoggQR0inI3VBQgloXJ4sNcN9R84yJ83wyD6OVs5iNaGBbfy+uB6pi+upgbhYuIAfD1hML4cPQylw2NwOGIc9g96FB8PmISdwZPxXkA6NvlNUwKCV1TfR3EyaL7qZFCRg/kQWsxHpk4Gie/jykfysNY7G69rw8EdQan4eMAkHBwch5KoMfg8ZjjOxoXjcnKI/B3M90D5XGf5+/eCjbz9V53srzvgLc/pp4bj3rk4XQhdvqjJIfTRY3/kPAHDAPrBh8/OHUfAtWMM3G3GKeFzgHUqgjXpCNNkYrAmG1Ga6RhpPQNjbfIRZ1uIhE5FSvgs9hVmO87EvJ7y/sJS7b67qZOMW/tNwc7gydjTPwmfDIzHZ0MmoDhyLMqiR+HL0cPw1fihOB8/EJeTQ3BtSgC+z/aWTzbOckX5PCfce7K7rujhFasGix5aFDyrtkGmQmfDfdCmzA33GzibCpsbDJpNhcvqcPj2XN0QJwPVJzobG2J73dgwvG31/ZoJqw3D6YaCaVOh9IMMpE3NGep5w2QYrZ7L7zeINixWesVKKVa692R3lM9zwp1ZrriV74Hvs71xbUoALieH4Hz8QHw1fii+HD0MZdGjUBw5Fp8NmYBPBsZjT/8k7AyejK39ppg82blCe7LzqV6FmKctFBOZgwihEzoVIc62EGNt8jHSegaitCF0mCYTwZp0BFinKiG0u804uHaMgXPHEa0SQjOApvvFAJoUDe0w5uXlQaPR4PLly8rP/vd//xeSJOHvf/+78rMrV66gQ4cOKCgoUH72yy+/YOjQoejZsyd++umnZt9mU6kr20yGz5eS5Ari/X3koGi1BSoX2+N6pi/OxoWjJGoM9vRPwhb/DLzqOR0r3PLxVK9CvYlAHRLNdpyJp3oV4lm3fKzxnI5NftOwKyQZhyPG4fTYSFxNDcLtQndULekiVwhst9dVK15KUg4MTIZb5YuUqueqLyLlKjtV1fO9J7vjVr4HrqYGKcHdnv5JeC8gHf/o+xhWPpKH5b3lx/+4k65ydLqJwE5dObrCTQ7SRfC8KyQZB8In4tiw0UrF880cL/kgaGlnuYJ0vRys1+9ykg+ADKudb82Wd3BUFd4NBpn3lutX1aoOQmtKw+TAeZ+HLnB+21YOf9SVUEs7o/Lpbrodhbw+8o7CVH9cTQ3CpaRQnI0Lx5nYCJwaE4WTo0agdHgMSqLG4EhELA4NHY8D4ROxf9Cj2BeWgI8HTMKe/knYFZKMD0NSsDN4MnYEpeL9oDRsC0zD1n5TsLXfFLwXkI73AtLxTsBUoyH+T/zutsA0vB+Uhh1BqdgZPBkfhqRgV0gy9vRPwscDJmFfWAL2D3oUB8In4tDQ8TgSEYuSqDEoHR6Dk6NG4NSYKJyJjcDZuHBcSgrF1dQgXJvqLx845PVRDhwqn+4mHzioKxU3Wsqvmwik93nIgbS2gkoJi9TV6tqd0obCaKVCuHyRHIQaVEXXHfCWd/Te7YT69fKOXdXSziif64ybOV5KRfSxYaNxIHwidoUkK0H0Km0QbVjJrw6ixcF/kbYi6KlecsXZykfy8I++j+G9gHTs6Z+knEi5mhqEW/keuPdkd71q6NpPfeTvqaiGVh3Aq08SiWCy4lKS7qqK7faoX2eBqiVdcLvQHVdTg3B6bCQOR4zDrpBkbPKbhjWe0/FsE7cvK9zy8arndGzxz1Ae+9m4cFzP9EXlYnv5QPDdTqjb30eu4L6UZDKEbu3KNuC3NU+UHF/Y9PBZeyLw3rk45cSX3mdZhM8rOqJysT3uzumFW3l9cG2qPy4lheKr8UNxctQIFEeOxYHwidjTPwnvB6Vhi798IPKaVw5WPpKndxAyv6euGqahoKu5Vc+vqyrhdofKYcShoeNREjUGJ0eNwJnYCJyPH4grKcH4LsMPP+R64s4sV/kE12J7XQBhGDxrr7ZQKp5PDkHlmZG6sMGg2lnMCYbblJaEzqaumDFbLdVI2KwXNKtCZhEwK8GyCJMP+aH2Ux/5YPaAN+r295HHPg957HWTA9OPXHRjt3PjQ/X74jaU2xT3ccBbue/aQ3660FobVOsF1KpwWgmmGwulzVQhmrpC5n7DaGXuV79PoipahAhnRsoBgggPxFVOhkG0NjCoXGwvB9GzXPFDrie+y/DDlZRgnI8fiDOxETg5agRKosbg0NDx+GRgPHaHJimVauKk0IOohhYnhh53kgNsdVi4UntSaKNPFrb4Z+D9oDTs6Z+EA+ETURw5FidHjcBX44fiUlIork31x628Prg7p5f8XVzRURdCq/fBtCeWlRBauw/WlBC65PhCzhNQB9CaJofPlh16mQ2f7W0GmA2ffa2TEGCdilBNBsI0mRiiycEwTS5GacPnibaFmPSHIqR2lsNncbWUONlueFLjVc/p+EcLqp6vpgbhuww/3MzxUq66E1e6VC/vJFfer5K/Y0phw9u2yonH+o9clKtexBV35oJnvflAdSLSVLWzudC5ueFmUwNnc2Gz2aDZMGA2FSrfyFPmHPVQrqpRXV3T4mFwW4b3pTwGU2G1YUDdSDBtLpRuLJB+EFXRJk9iqud5VRCtzO9mgujaw/10V9d85KI7sfm2ra6Q6e8WqFtlidqXNKhe3km50kZcLXszxwvfZfgpJzmbUw39j76P4VXP6SaLD0SxzXRtCJ3auQiT/lCEidoQepT1DAzT5GKIJgdhmkyEajIQYJ0KX+sksyG0vc0AsyG0ZYdeTQ6h5XYcDKCp5RhAE1avXo1ly5ZhxowZkCQJ8fHxWLZsGZYtW4Y7d+4AAC5fvoyuXbvCw8MDf/3rX/Hss8+ic+fO8Pf3N+qtJnquTZ8+HevWrUNsbCwkScJbb72l93vNuc2mUCrbSuc1LXx+uht+yPXE1xMGozhyLPb0T8JmvwwlHHrSTIWi2PFbpKpQ3OKfgY8HTEJx5Fh8PWEwrk31x53ZLqhe3kkOn3c5mWy5oZ64K2tWyQdgt+ei/No03DsbKwcde93kx6yter47pxeuZ/riQkIYTo4agYOD47ArJBmv+2YatduYqQ0u1MHzdG3AJVqHLNKG6KsMWm2og+fLySG4keUjP6dldqhbZSmHD1vtUP+RC2oP+aH65BD9amdtJYPYSWmsvYZy0Hk9W6lyFgebdQe85Z0DU4GzYcWT9tJbcVb6QkIYvp4wWC9oFpfg7h/0KPaGJWJ3aBI+DEnBjqBUbAtMw3sB6djin4FNftPwum8mNvpkYUPfx7DOOxtrvbPxmlcOXvWcjlc9p2ON53Ss7pOL1X1ysaoJQ/zuGu3fv+o5Ha955WCtdzbWeWdjQ9/HsNEnC6/7ZmKT3zRs8c/AewHp2BYoh9UfhqRgd2gS9oYlYv+gR5VL5tXB9NcTBuNCQphSzaJ36bypCkZ1IP2Ri3wQK0IkbXX03evZusroRtp06H3/RAsZbVV09ckhqD3kJ7+fW+3k0GCVJaqX2eHObBfcyPLB5eQQvSBa3ZpjVZ9cPOuWj0W9mv4ZV7fleN03E7tCknFwcBxOjhqBCwlhuJ7pi7tzeumqod/thLq9bqgpCcW9s7Hyzvztuea/s4YtOXY5oX6d/H29M9sF16b6K9uZjwdMwhb/DOUKi0XaKywKTFxhMdtxJp50LlJOcm32k0NosZ35IdcTlU93a1IIfbR03n3tMLa1eaL0xDNND5+vTdOFz8VB8jwiwucN2vYyKzqi8uluuDunF37I9cS1KQG4mDgAZ2IjcGJkNI5ExGL/oEexOzRJueRfHHy8og2fxWWY85vZcsPUpf7mAomt/abotdsojhyLEyOjcXpsJM5NHCRvM6b6KyFE+TwnVC62lwMIccl1Q8GzttXGvXNxZttsmKt2vt/QuUmBs5mw2ShoVofM6nBZGyorQfIuJ/mg9QMH+STxdnv5ddnWRd6+bbWTPydivG1rPDbbmP65+u/EbYnb3m4v35+4711OSnCthNXqkFoVThsF02ZC6aYG0vcbRputijbRnkNcgaDXmsNUEK29hLp6eSdULrZH+TwnJSy4NtUfl5NDcG7iIJweG4kTI6NRHDlWry3H1n5TzAYELW2NY3h1grja7BXVd1S0xNkdmoT9gx7FkYhYnBgZjTOxEbiYOADXpgTgh1xPOYR+upscQq/WfidFCL2/D2qKg3QhtKoQoLEQuvTEM5wnoB9ANzd8trXyblL47GUTrxc+D9Jk6YXPsR0LlPA5rfNMTOsqf6aKVC03DNu6GF7hsiMotclVzzeyfJTiBbNX1K1T7S9u6yJvg0QRg9jOqK58abTi+QFtT1oaYjYaOJsKm00FzQYBs2GgXHF5sm6Idkmq9k1GbZxaMAxvS+9+VPdvGFibDKhNBdMmQunmBtIP6n1sbhDdYEV0Sah+EL3bWf5ciyBa3ZbDxBW1oshJfdzZWDX0jqBUoytuTLVfEwVk07vJ3/+0zjOVEDq2Y4FeCD1Ik6UXQnvZxDcphLa18m52CM0Amu4XA2iCq6ur2RVOL168qPzel19+iVGjRsHa2hp2dnZIS0vD9evXjW7v559/xrPPPgtXV1dYWFjA19cXmzZtMnnfTb3NplBXtjU1fL6QEIYjEbHYHZqETX7TsFp1eXxDPVoXu8g9WtcZ9GgVl8eXz3OS21JssET9Bw5KkNVoy42bhXKbkFPD5ZDuAwfUv2Gl6y2rrXo+Exuh9Hre2m+K0l92WW85wDDVpkAdyolL9kR16DrvbGz2y1BabaiDZ9Fqo2pJF12V6HZ7OXQQbTYMDnLUQZ3ZcNIwdL6UpITOStsG0e/xDSt5B2CVpa7Xo6qyyfAS21NjonBiZDRKosYoZ5/3hSVgd6h8GdS2QPkMtAiY/9H3Maz1zlYC5VV9cvHKI3l42WMGXnSXL4961i0fy3vnY1nvAizrXYClrgVYoh2LXQqVsaiX+aH+PfG3S10LlNtc3lu+nxVu8gHFyx7yZfOrVIH1Wu9s/KPvY0pA/U7AVGwLTMPO4MnYHZqEfWEJSpVLSdQYnBgZrYTS6kvq1ZWNopdr3Sp5R6v+DSv9Pq6H++nC6EtJZsNocycZDKuiRZhXe7ifHB5st1eq+6uWdFFac6iDaNGaY7NfBtZp2xWIKv95ZoJodVuOJ52LsKy3rk/71n5TlN7QZ2IjlGpopVf7G1ao/8ABtYf85L6alyfr9ZY325JDe+Ko/gMH1G+wRM0LNiif56S0+VH3mF+n7TG/2KXhHvOizc/qPrnY5DcNu0OTcCQiFhcSwpocQt9vZVtbmyfKTv7JbPisfF5Vvc31wucPHOQDk/XabdJztrj3ZHfcme0iB1xTAnAhIQynx0aiLHoUDkeMw76wBOwKSVaCrXUG1ZUifBaXX5pruSH+nW+i6vkpM1XPorpyW6BcXWmu3Ya49Pp2oTvK5zorAUTtSxpdO59N1vK2Qd1qQxs8V54ZaXz1hAgZDHo7N6XauckHnY31g9T2FRYHnpVnRiphs6hoVlczi6BZCZkNw2URKovweJO1vL3YqD0xu8FSfq3Wacda3aj7u8FYoxoG/6f+O+W21lvo7mOjpXy/m6x1IbYIqw1DahFOa4NpvappUTGtDaWVSmkRapgKpA1adrQ0PDJXFa0OFNTtOdRXRVWeGWkcRH/gID//Tda6NlwvaZTAoHyuM24XuiuXTptry7Gnv3yiSFylYKoa+ikT1dD5DXxn1VcqzFOF0Orv6zptX+it/aZgV0gy9oUl4HDEOJRFj8LpsZG4kBCGa1MCcDPHC3dmu+Dek93ltTdWaT9zb9vK301VCK239oZq/8zU+1N28k+cJ6CbJ9pJNi0Kn+00/ZTwuYfNYDjZRMG54wj07jgWj9hMUMLnQOspSvhsqt9z8h+KkN5lJrLsdeGzuuWGqStcxLb+w5AUpb3SoaHjG616VrdzU4oUDNcYET3+RfCsXmNEe3KrucGzqTYb9xNYNjV0bjRwNgyb1dXM6qBZHTI3dV0Ag7UBTK4FIForNTQaWz9AdX9NXj9AfUWMepuvbtfUwDoCDa0l0FrvreGJhGYH0dqTznprCIkgWrXmgNEaQtpjUdHWsbFq6ENDxyttn8T6A1v8M8xecSOOb0QInWU/E+ldZiL5D6b7QosQOtB6ihJCP2IzAb07joVzxxFwsolCD5vBSghtp+nXohBaXpiQATS1HANoajPUFdCNhc83c7xwISEMpcNjsCskGW/6ZmJ1n1ws611gNnwWO35LtL1l/6FdbHD/oEdxYmQ0LiYOwM0cL/lyftVigzXFQXqX8jfWT7a6LFzpUV2/Tl64Td3rWVQ9izDuNa8cZaFEMVGZ6o8rFhgUQZy6P+6OoFR8MjAeJVFjcHpsJC4lhSoVz0rwvF7bb3afh3xgo13s5u71bKPezg212BBBpFhEUFTFKuHObme9y9rFwaMIeNQ9HS8khClnmdWVzSJs3hGUqvTcel27+MNa72ys0VY0vewxA8+7z1DCZREqL+pViKd6yWegF2orEudpx+NOcsAvxmzHmcqY6dD4UP+++nYed9Ldx/ye8v0+qQ2VFvUqVMJqEVI/rw2oVz6ShzXaYHqDNpgWPf92BKUqobS6UlpUv1xICDPq8Xrvye76oZO4vFfbO1pURivV7iKMNmhTYerEg16vaG2le9Wp4fJ7v89D/syL1hzaIPpGlg8uJYXi9NhIlESNwScD47EjKFWvz7n6xEtDn/95PXUL/L3mlaOcdFFXQ4ve0DXP2cqBj7bHcnVZeKN929Wtc2qKg/QWJ7z3ZHfczPHCxcQBODEyGvsHPYptgWn4R9/H8LLHDCxxLdDb0TQVQi/rXYDVfXLxpraKu3R4DC4khOFmjlejIfT9VkC3FUoA/fnypofP6s+oQfhcvbyTvG2a5Yrvs73xbVogzscPxKkxUSgdHoNDQ8djX1iCstig+kDDVLWLYZD1IKqe1b2ePxsyQa/dhqltQMUTDnLbnhds5M/UOuPgWblKQgTPhq02DILnllQ7N9g32LBdg+gdrFrIzihwFi00ioP0w2ZR0SyqmUXQLBYmEgGzOlheqwqQV2sv0V1phdpXrFD7kkY+QH3BRh4rOsrjOVtlVC/vZHaof0/5W+1tiduufUU+MV23Sq7AFwG2ElaLoFodUL/bSRdMi6ppUTGtCqWVvq1l4eYDaRFQGFZHm6lkbE5rlQbbc2jXGTBqzaENopXwQB1Er5Pfo5oXbOTFQcVChQb7Euq2HJ8NmaDXG/pBVkOrTxwZVrGqg0SxOOG+sAQcGjoepcNjcGpMFM7HD8S3aYFyccAsV3nOXt7JOIQ22FdrSghd9vlyzhMwCKCb2XbDVPgsFhsU4bO/dQoCraegv2aayfBZ9HtON1hsUOzDNKXlhrn9PnNVz3q9nl+w0V0hZ7iOiLrPs3Z7od5WNKfVRmO95R9kuwZz6wE0GDibCJv1KpkNQmajNQIM1wlQrRWgt16Aes0Aw6FeC8BwTQDDobo99f2I+zYMrk2tGWC4boBRmyZT6wc0IZBuSi/vlrzn5tZ+aFZrDvU+gnb/wGR/aFVbjtqVVsqcotcbuoFqaMPj1Ka25BBFNmJxwnRVX2hTIXR/zTQEWk+Bv3WKXggtFic0FUI3px0HA2i6Xwygqc3Q9YCeqSw4aC58Ph8/EKXDY7A3LBFvahcGW9a7APNVAe5j9vrh8/ye8sJmKx/Jw0afLOwISlUWG7ycHCJXT4qerG/bypfwi8UGzSxmprTcUC80uNsZ9ZttULfKUukj+21aoNLrWV31LBY0U/eSNWxFIPo8iwUGn3efgVe1rQjeD0rD3rBEHImIxakxUbiYOADXM31NBs/1H7kobUSUKlht8Gyut7NeKwZx4Giql6pYyOsNeYdXLORVscARPxa5NVitdCB8otHZZDGRv+aVg9XaauYXtUHzst66kFkEzOpgWR0kiypEcUCZ30O/wkk91AeajQ1Tf6++fXGfRQbBtTqoFgG1CKeX9ZarYV7ULja2Wns5pjgwMayKEVXS5qogfyxy01XCvGAjH4iIymj1gkfqXpOqhSYbqorW+0yI6nfRvkK05jAIoq9n+uJi4gCcGhOFIxGx2BuWiPeD0vC6byZe1baeEQsViv7QptpyiN7KYuFQdTW06A39bVqg0r+9bpW26kd7MklZoNBESw71lRfK4oR73eTtgbbn/K18D1xODlEWJ9wRlIqNPllY+UgelrrqtkEihBYHn2IbtKx3AVZpQ+i9YYkoHR6D8/EDzYfQ2oUJi4/O5A4jjAPoJoXPJaFG4XPtSvny/oonHJRt1NXUIJybOAinxkTh2LDR+GzIBOwNS8TO4MlKX1lxqaWpxQabcym/up+sqKIUl2Grq54Nez2XRY/CqTFRyuJmot2G4dUQtSut5DBTBA87uuu35xGtNtQVzwbBc3PabLQodDaoaKq4EK9UxioHk6KVxiE/OZwUlc3qsHmrna6aWR00rzUImLXhsgiVq5d3QvUyO1Qt7YyqJV1QudheHk93w70nu6PiCQd5LHBExQJHlM9z0h9znY2Hwe+IvxW3de/J7qh8uptyX1VLuqBqaWdUL7OTw2ttWC1CanVAXb/WIJgWVdNb7YxD6X0ecmWjCKRFdaMImc7GKiGFUYXjfYbRDbXnMBtEi8UKVUF0/Ucu8udWBAdrVetEqK6iUrflOBsXjlNjolAWPcqoN7S6GlpcLi2uXjDs296c77FhH1/RSkH0a98ZPBl7wxLx2ZAJODZsNE6NicK5iYNwNTVIN1c/4SC3yVlpZRxCaxcmbEoIzQBapgTQ7WxbNXxubLHBx+x1+y3zVVcummu5YbjQoLmr4Iyqnp9w0LVaElXPot2GaoFZdZ9ncaLKaJtg2HqpCa02WhI8N6fS2bCHc2OBs8nK5kYWo1UHzOYWolUWmT3kp7d+gNLmyXCIfv+mhonfV9+ech+Gi9qaWtBWHVA3dTHbhha0NbGoran3/kGE0U3ddzAXRCsnrFX7DnoLFRr2h95so2vLoa2GFq2eRG9oU9XQhlfnGi5Q2FBLDjG/Q4hLvgAAIABJREFUiOP8x+wbX5ywNUPodu1sOU/QfWEATW2G2GE8ckjeYaj6IrLR8HmLf4ZR+GwY/Mw0CH5e983EzuDJ+GzIBJwaE4WrqUH4scgNVUs7yyGdqJgUFYg3C80HVaoFzJSFBrWX7VcscFQWZvs8Zjg+GzIBu0KS9aqel2gDq5kGVZ+G7TbUfZ43qBZjOxwxDp/HDMeFhDB8l+GHH4vcULnYHrUvaYyCZ71F2VStFwyDZ1PVzoaL0dV+6iNP6Nu6yBVKa7X9GpfZoeIJB9wudMeNLB9cTQ3C+fiBZvs0il6qG32ysE5V2awOmxe7FCqXys5XBc3qgNkwWDYMjHOaMJoTQLfk9gyDanVALYJpUTn9lLbdhzqUFpXS61Qro4tA2lQ/2PPxA3E1NQg3snxwu9BdPsBdZieflFirrYjc1kX+fHzqY3bxSXNV0XqLFoo+0WLRTcMg+iUNKhfb48ciN3yX4YcLCWH4PGY4DkeMUxbf3GDQH7qhthziO73EtUCvGnpXSDI+GzIBn8cMVxbcrFjgqGuno16gUHy3zZ1Y0n63lZNgW+1Q93cLVC3tjB+L3HA1NQinxkThsyETsDN4Ml43OBE2s4ETYWJbtMU/o9EQuuqLSFRcnowjh9K5wwj9ANpkz2dT4fMBb3nbvNkG9eu04bN2W/VjkRtuZPngSkowzk0chC9HD0NJ1BgcHByHjwdMwo6gVLOLDTY3fDa30KDoI7vGTNWzWNDsxMhofDV+KC4mDsC3aYHKd1tptyH6PIsFBtULle7vI7fiaULw3JyKZ3MtNkyucq+udG5shXtTgbPo6ygqm0XYvE4VNquDZnXIrA2YlWBZBMpznXF3Ti/cme2CO7Nc8WORG24XuuNWvoc88vrgh1xP/JDriZs5Xnrj+2xvo2H4O+Jvb+X1UW7zdqE7fixyw51Zrrgz2wV35/RSwmsRVt97srsSUKvDab1geo2qYlodSotK6R3dzQfSDSwwZlgZbRg8mWvR8UAqolVBdO3hfrqrqsT6EaqFCquXd9Jry3EjywffpgXiYuIAfDV+qLLPIU5yG1ZDr1H1bze3QGFzQ2hzixPuCErFxwMm4eDgOJREjcGXo4fh3MRBuJISjBtZProQepmdHEKvs5Dfyx3ddSeLTYTQhj2hGUDLxDzxULtOLVpw0FT43NcmEf7WKQjWpJsNn9WLDYo1Z0T4LE5SGLZXUu/LqYsLRMuNM7ERODdxEC4lheLbtEDd1S6GVc/qXs8bLOV9PFXVs167DdX332TwrGrT01jw/CACR3Ohs8l1ARoInE2FzU1dlNbswrTq9QOaujDtLqemj+YuYGsYVqsXsG3qIrbmQmlzgbSJ9QOaE0a3tE+02SDaoF2XYRBtuFChcmWNuhp6k7VuvQFxYtNENfT1TF98mxaIS0mhODdxkHKljXqBQnURlTimVbfkEMUK6gXYc7rpL05oLoQO1qTD3zoFfW0SGwyhm7MwodwHmvMEtRwDaGozlBYce8c2OXx+1XO6yapDc/1XxaXvhyPG4UxsBK5NCdBfbHC7vRxQiZ6xJhYbVIIObeBWXRauaz+wVrdw2XcZfjgbF47S4TH4ZGA8tgWmYaNPll7Vs+gbqw6fzfW9XeedjS3+GcoCbCdGRuNsXDiuTQnA7UJ3uZfgC3LAUv9uJ+PgWVQ8m+nvbDJQVC88J/o6mwly1JewiypCcQm7YRXS69oequIA8HntWeIlqoNAUdUsKpoNg+aGAuHGqpZNVSu3ZJirqm5KaG3qgFZ9UCuCKlEtLSqll/eW23e8ogqkRd9Aw2pJccnvuYmD9C75NXugq+oXbbQgZSMnLMTVAEprDnUQ/a78/ap5wQb3nuyO24XuuDYlAGfjwnFiZLSyEOcWf7k/dGP90MV35HGnIr1q6I0+WdgWmIZPBsajdHgMzsaF47sMP913fK2uDU11Wbhea52KqudNLk6o9HT/1EfecVUvTjglAGdiI3A4YpxeK6CG+tCrr8Z41XN6k0Poo3vHcocR+j2gmxw+73Iy3mZpr84Q4fPZuHB8HjMcJVFjcCB8Ivb0l7dXm/0ysMFgscGlqopJ9WX7zW25Ib7L6ko4EUaIS7BF709xlcPl5BB8l+En94A31W5jvYX+AoP7POTQUVvppgTP4ooH0fdf1YKpqm7NfVe5Gh0kGvZzNnGQqNdSQ72QkDpwXm8cNte8YKO0xaha2lkvaFYCZnW4rA2VRYh8I8sH1zN98V2GH65N9ce1KQH4Ni0Q36YF4mpqEK6kBONKSjAuJ4fojUtJoUbD8HfE315NDVJu89qUAFyb6o/vMvxwPdMXN7J8lPBahNXqkFoE1HrB9NLOunYfL9gYh9LisnvDQFr0fRUtOxoKo9RhtEEYdT/V8XpBtAiWREWbODFxNlapZKs95KdbU0JUsK033Zbjh1xPfJfhh8vJIcrVVqJ3p7hkWoQE6kq15w3a6TS1JYfh4oRPGZxUetVzuvK9fj9I7uF+IHwiSqLG4POY4TgbF64fQi9wNJ6bdzk1OYS+3x7QbYWYJx5+yO6Bh89hmkyj8NnUYoNiP36hQZsWU/ttu0KSlUKCIxGxegsNXkgIw5WUYFyb6o/vs731FqTWq3peZanr9SwWGRRVz6LdRmN9npsRPDcnYGyo9+99h86mqpsbCZv11gxQVyobLlKrDpPFWgJiPQH1grXqRWtNLV5rbhj+jfr2xH2I+xRXuKhDa8NFa9UL16qD6aaE0qpA+kGF0S2pim5WRbSpfQxz/aHVbTlENbT2pGb9Wu3+hLoaeoGj3Oop30O+ineqP66kBOu1jiyLHqW05Ngblqi05DA8zlW3a1uoOq4xtTihYQgdpsl84CH0ww/ZcZ6g+8IAmtoMscN4bMcAOTTYame04KBh+PysW36Twuc1ntP1Fv/6avxQXJvqj7tzeqFmRUdlscHaQ36oPDPS5CX66n7P5dem6RYr+8hFabkhLtG/mhqE02MjcSQiFnv6J2GLfwbWemcrvWLnm6juVFc9i+pO0W7jTd9Mpc/zsWGj8dX4obiaGoQfcj3lCs/nbOWqt7dtUb/bWV54Tb24YAOtNhpqqaBUO4sWGxvky4FrnrNF5dPdjBbtOhMbgbLoUfhsyASlb+rWflOUy5JeVVU4i8D5KVXgrK5sNlXR3FCAa6q6WFQYq3s2P+5k3K9ZVB43dYi/UfeVVrcAEaF5UROrtE09L8PFytQBlqiSFoH0i6peguJyzq39pij9Jz8bMgFl0aOUnrHqRZAqn+4mf35Waw9ctC069Kqim9CyxfBzpLdY4SE/+TP0tvw5rXnOFhULHPFDrieupgbhq/FDcWzYaKU/9JsGbTma+n152WMG1mpP1OzpL3/XT4+N1C1QuNhe15LjIxdlcdHya9OM+kIbtdg5M1K3sOgGeTHNu3N64dpUf3w1fqjeYqhrPKc3KYR+1i3fKIQ2Wphwqx3qDnjj2I4B3GGEbp4oPfGM2Ss1jMJn7QkQ5SqNBY64XeiO65m+ymX7n8cMV6old4cmKSGVqJRULzYoFpZpbvhs2HJDvXCZuFx/R1CqElIdiYjVu6LhSkqwbpHBeU6oXGwvLzSlbrdhuMCgts1O5Vej5eBKHTxrQ4amVjw3a8G5Bi6RNQqd1ZfIipYa6gpndeCsqmzWC5sXOKJ8rjPuzHbBj0VuSvXyzRwv3Mjy0QuXRagsQuSLiQNwISEM5+MH4tzEQTgbF46vJwzG1xMG46vxQ3EmNgJnYiNwemyk3jg1JspoGP6O+Nuvxg9VbvNsXDjOTRyE8/EDcSEhDBcTByjhtQir1SH1jSwf3MzxUqqofyxyw53ZLnIovcDROJTWVkrrBdLqCml1yw7VJfnqMLpJl+Q3c2HKBiui1VXyIoi+EC+HCNp2X0YLFarbcjxni8rF9iif56QsUnglJVjvCqwjEbHKyaUdQalKWx1TC4qaOsHUlBB6nonvuLiyQZxc2h2apFzVIELoy8khuJ7pK1+tJELoV6x0BQXmQmiDK5VKTzzDeQKGAXTLw2dPm4noa5OIAOtUJXweosnBME0uRlnPQGzHAr3wWb3YoOgRbri9V1/lItb5MNVyQ73QoFh4+sciN5TPddaven7FSrfI7BtW8nGAONnUULsNM1c83G8v+KZWOxv2dW4wdG6gyrnBwNlc2GwYNKsDZnW4rA6S37bVtXoSawuI9QXEIraGY0MDw9Tvi9sSty3uS9y3Org2DKlFQG0qmDYVSjcUSDdUHd1IGN3UftEPKog2uZaE6kSm2bYc4iT327a63tBr5P1EvWrouc74scgNP+R6KmsOiAUKTbXkEOsXqa+2MbVg9eNO+osTqkPo2I4FGGU9A8M0uRiiyVFC6ADrVPS1SYSnzcT7CqEZQNP9YgBNbYZS2bbRTQ5d1sg9VxsKn590Nh8+P+ksBzxrPKdjs58cSJVEjcHZuHBcz/RF+TwnuWJ4oyXqdznp+sM2N4zaKB8Ui5YbFxMHKAsN7gyejDd9M7HGczpWaFsLiEnHsOWG2GEVFZ0rH8lT2m18PGASDkeMw5ejh+FSUii+z/ZG+VxnVC+TQ/r6TdZygP6pj1y9KoJng97VphaVMxneiAW7RLXzWrmNQtWSLiif64xbeX1wbaq/3qWuRyJisX/Qo9gdmqRMvOoqZ8PLXBurMGoslFW3sFCHy6YWAFzsolsEcFlv3UKAz7rlY4V2QUAxXmxgqH9vhZvuNpb3ltuFiEUQF7sUmlwI0bBPdZHBc2/K8zdVUWnucv513tnKgc7u0CTsH/SoEmqJS/mvTfXHrbw+KJ/rLPcNf0kjBxaqqmijhZAMDnrNBtHaz9W9c3FyFf2nPvJ3ZpM16lZboHqZHcrnOuP7bG9cSgrFl6OH4XDEOHw8YJLSlmPlI3l6VwyI77vhAoWPO8mvwQrtd/5NbasdsUChWGS0YoGj/Bw3Nv+kk9LnfZcT6jfKrXbK5znheqYvzsaFoyRqDPb0T8JmvwysUW2jzIXQYhtlNoRebC8fWG61Q9lGN+4wQjdPlBxf2PTweYOl2fD56wmDcXLUCBRHjlW2X9sC07DJb5rJ8FlURzblEv3GWm6IxadMnTA6Nmw0Po8Zjq8nDMalpFC9k0ZGC42q222o+zyLIPFcnP6Co/cRPJs8CGyoEsncAaBorSAqkcQlsaI3499VFc4icF7SBZVPd5Mrm+c56YXNP+R64vtsb1zP9NULmi8nhygBswiXRagsQuQvRw/D5zHDcXLUCJwYGY3/z967B9d0933/M7/7upAEF4o7VBBpDpIIOchRdg5yjhwkkURCIpFIRLTGXW252t6M0erJw2O09VBD69FqjZYyXIwayhNu3A6XwzjWoEqVOsZpfvP+/fFdn+/+rO9ea+2dcD2/GbPXzJq570v23il77/Vdr+/783ofTsvAodRMHErNxMGULBxMycKB5GwcSM7G/qQch3OfLdfwf6fH0HPQcx5Oy8CR9DQczRiJY5mpOJ6VIuE1wWqC1ASoL5VF6sD0tZoQ/F4XJBLTHErP6Ct8sG/3EvoOAtKUkP6MuWFpRJ+SkqRqcRVYsaSks/H8doFoKjqmokIqOyY/NNdyGBQe0+b4xdIonMlPwLHMVOl2VzfIlxtMObRVyUGfd5pyMILQq0MnSAi9M2409ifl4GjGSDndYAihV3R0GUIf+O+33NcJcADdw2X43Nsrrl3wuYzBZ7r/4PBZXZPR9z35nnfGjZaTLqpyw6ho8MHbvfBwbjcx9cJTz7S5RL5/nnq20m0onud/FXg29To7Szoz6OyQcnYGnF2BzXT94YCZwDIHyV90sJfYatonWWZLhbb8XOzCqT7mM1ZGu5S9Fr32CgVWE6TmgJrAtBMo7QxIO6SjGYx2NRntSir6uYBoF/zQcuJKTUNv6G3f9GZp6EcfeuHh3G5C82RQUGik5NibmIedcaOlF5quL+q9MIfQdH9AELqsnRC6t1ecyxD63/6fHu7rhPt4psMNoN3HC3PQgvHIhx54vLAT7r3ZB9dqQnAmPwH7bLlyxH2Rf4NOu1HP4DON5b/bvxkfDZqM5YMnYv2wSuyMG42jGSNxsTQKN5v8RDnZEgPfswZsVd/zndszcedanWXq+XJ5BE5kJ2NvYp50PVOK893+IjFnBJ55sRr3PFOx2v6kHJzMScLl8gh74nl+Z7E40VQbEhBeLJXKBKdwkOsSVOi82lOWCVLSmZd0kSfVbFS9rUkiK9A6lQFmSiwblfcRPF7wSiMW+TdgScAkfBowCUuD6rAsqA4rBk/EyuBarAqpwVchNVgdOgFrQqvx9ZBqrA2rwtqwKnwXNh7fhY3HuqHjHE76M/rZr4dUY01oNVaHTsBXITVYFVKDlcG1WDF4IpYF1WFpUB0+DZiEJQGTsIgVKX5gUqZIiWoC1CqcduXvyippaTUKTD5KKkWSyWgqL1ztaQijnaWiOcC9c71R+NK195pUcyztgEfzO8tE9OXyCJzMScL+pByHws73fM0LOwlEz3hZfP5peoDc0HsT83AiOxmXyyMs09B3rtXhzu2Zjl5oDag7eKGXdEDr7B642eSHi6VROJoxEjvjRmP9sEosHzwRH2mff9Lt8O8rruNYxBRB+2y5OJOfgGs1IQKYL+yEIx96uBeMUMpqb88U2g1ejKpunmnJ5wfv9sSd6T74oyHAYWKDxvPVskG1ydxZSZmrn0V1c4hKysgPeywz1b5BpIFn3Xj+xx7ic7myoz3tRi53DTYYJp6VcsG2pJ1NFRsGN3tmo69mDsanS7UyIK2VXgebKdn82gDcah6kB80KZD5fFCsBM8HlY5mpOJKeJmHygeRs7LPlosU2CnsT87BnRD52JxRgV3whdsaNxk+xRdgRU4wdMcXYHlOCbdFjsC16DLYOL5XnlijnJ/95eo7tMSXyuX+KLcLOuNHYFV+I3QkF2DMiH3sT89BiG4V9tlwJrg+lZuJIehqOZaZKSE2A+nxRrAOc5mD6VvMgAa20pLQOSn/oJXyxi1lC2sgZazK6bwixTBQdbUlFO5QVGiSiJUSgLgpKsa3U/NAaiCbNDoFo2jAn1Q6NTXM3NIGCtq5hzEpGeTkheaF5OSFpdtQJpT8aAnBnuo/o9FjgqMp6tD9cXyB8oxl3bs90l9VqB10n/vJvL6HDX15Gpw4DJHzu0inItHBwQOdMDPIahUCvIoR4lmKY5zhEeVQjzqMWNo9JGOnZiCyDskHV98yVG6RYIt8zqdJos5H8/jz1TK5nmXpWwPPjhcz1v9rTDp4p9ewqeHYh8fx/BTorag1dypk2MSnhbACbebJZB5o5ZOZltRwwE1xexoAyL69d2EmcWreALLLVymwfze8sVEja+XBe1zaf/PHyObXXoNd8vKCT/F14Oa0E1ssUSK0Cap6apn4AAtM8KW0ApXlCmhfYyvcTB9L/l2C0q0XHTkE0T0Ov62Z3Q3/G1iQMRPM0NHUO8DT0/qQcuclJ6knyQqvlhO/2N/ZC83LCLK8mjPRshM1jEuI8ahHlUY1hnuMQ4lmKQK8iDPIahQGdM02LCbt0CpIQulOHAejwl5fxl397yX2dcB/PdLgBtPt4YQ6ZgH7rr7g30xvXa4NxtiAe+5NysCWqVMJno8JBFT5/4ifg8/fhldgVX4hjmam4VBaJW82D7GWD63vgya4gWfJl5Hu+//ATcRHV0o+PW4bK9OPjjz1wb6Y3btQH4kJxDI6kp2FXfCE2hFfoXM/cY2uV3DQqUzuaMRLni2JxrSYEt6f1F787JZ4395WqDQkDNVevOvrkkOKmtKDm6X2y3VcsTFaKRc3DeV1lmeBv1aG4WBqlgzV000blXKTWoOQQdygSSG0rRKUbOPKlztF0E/M1iEOQeWlQHZZrcPmrkBqsCa3Gd2HjsX5YJb4Pr8TGiLHYHFkmQYDVzT8BALOTfsYMWhCo2BxZho0RY/F9eCXWD6vEd2HjsSa0Gl9pkHr54IlYqt3oLtJGs+ZrSeo5WoJ6Vj/H0kVXgTSBe+6c5eVInwZMkuVIBL/4TfDF0ij8Vh1qLy+cJ1zsT1d2FJ+b7b46v7jUvDh772kbOfK9tzdUfJ60RHTrnO64Pa0/rtWE4HxRLI5mjDQs77SaJOD+dO6G3hBegV3xhTiSnoYLxTEiDT3T256G3twXj1uG2qcg7r5jXE5IXuh/Jokk3voespzwVvMgXCqLxLHMVOyKL8T34QJCf+JnDKGNigm/CqnBlqhS7E/KwdmCeFyvDca9md44/NZf3QtGsLLaljpz+Pyjtw4+P5zbzQE+n8xJko56+j5bG1ZlWDbYFgBFUxlWqWfV9WzkbCfX881Gf9yZ7iNSz/O6ik2TZaxEdHNfXcGgq4lnfuNndJPn1O2sOnu1lKr09vLiH35zpzbQU8J5bjep06B0M/maf68LEgoNDThfLI2SiWaCzcezUnA0Y6RMLxNo3puYp/uu5mCZYPLmyDJsiizHxoix2BBege/DK+V39/phlQ6bkHwj0ujkP0ePpeei594QXoGNEWOxKbIcmyPLJLTmoJpfo/Ym5kkwTSnqoxkjcTwrRUJpSkxfLI2SQPq36lDhjdW80pSSJm3Hw7nd7AnpxSwdzdOU5I1mBWYyGc0dsk5ANAdaZu85Q0e0WSKaFxWSH3q1p3hvLeqIh/O64v6s3rgz3Qc3G/2lG9qoo0J1Q1uloVVNmCsbUEblhASh6fp7KDUTJ3OSHCC0Tsexxksodkwg9L6WOvd1AhxA93YZPvt0Tm8TfFbLBo18z1Q2yH3PW4fbezoOJGfjaMZInMxJckw9m7me+eeUXM9KySBBQ53nWS0YdJJ4fh4JVVM4aKbX4NCZldPSZqaEzqTToHSzCpxJnfFNF0fYbACaOWDWwWUCynO7iTLbOd3ROruHLLV98G5PPHi7Fx683Qv3Z/XWnfdmejs91cfQc9Fz02u1zukufwcJrFVIrQFqQzCtQmlKS5OOiQFpmZImbQfzSMuENDnEGYx2qumwUHQ8dxDNE9G8qJD7obXNDIeSQnJD83WKiRtaTUOfzEnC0YyROJCcLa8tFNIiLzSVE5p5oXk5YVsgtJGOwwxC/+XferuvE+7jmQ43gHYfL8whSwjre+D3uiCcK4yTI+2rQydgcTvh8/GsFFwuj8CfU33xcK4oCuRlg0aj97JsUANmrSdSBSzb0BtPvxCJzbuv95NFgwdTsrAjphjrho7D8sETseCVRpnSJnetUer5LQ0MfuI3GSu0tPaOmGIcSM6WnuebTX64P6u3AGUrOuLpDz1FavtwvN1fa5JCdYB/1xvtXl4qiNPczo8XdkLrnO64O6OvUGyMC8P5oliZdqbx9HVDx+Er7SJK5T08IUjQmd+cqToJZyoJXrZHsPlTLTW4MrgWq0MnYG1YFdYPE4B5S5S4cf8ptgi74guxZ0S+7madxp3pZp07OVUfJ52/lETLk//vqieUj3MTBKHEHUGQPSPysSu+ED/FFmFb9BhsiRLjWeuHVWJtWBVWh07AyuBaLNNS0wSlzcoZzUCY2d/zVHYzzBNZi7Sbo69CarBu6Dg5Fkyp6PNFsbg6LkwoOmb0Reuc7sI3S65oVnR5/1yBrrDQCEQ7OKLP5ooSz53+YhG8Qmzs3J/VW7rUT+cl4kByNnbEFGP9sEqs0IDunAFT8Fa/qYZpaO6GnjNAlHgu16YKdsQU42BKliwovPt6PzFR8EUHPN3QW2zqnEiVGzqG5YSaikdXTrhUKEX+nOqLy+UROJ6V0i4Ivdi/AatDJ0hl0LnCOPxeF4T/qnePzAEMQP881hE+7/QX8PmbLg6Fg88TPqu6HDPlxrv99Z81Ak8cRHAtDiUgqTCUXM+ts3vg0fzO9k2gb7uKJKTieZaaBCoo064LZqoNq5s6FTzrbuZoLJonipwV/XwpAJpsnKdU0bs9ZVng7dcG4GaTH27UB0qVBgfOlG5Wk80qbOagmTYECTATWCagrE6z8IkWmmqhyRY6l7tw8p+n56DnpAkcdQqHgDXfPCVAvXV4qQ5MG0FpnpSmlLQOSGvqjhv1gQJuUTp6prcdRlO6cokGLsgp66TQjECEg6JDSd3T5odVYaGpmkN7/0mQQEWF3A+9obf4fGib6Y/mdxbqMOaG/rVymJyA4PowDgp4Wo3WOAQKrJQc9N3wPCG0QzHhN10EhN7p7wCh9/081n2dgP068de/eDtoN8zg88DOOZbwOUeBzxNeMobPZn5/Sj7vjBuNFtsoqVk6lWvD+aJYXCqLlEWDt5oH4c50H1EyO7uHcP1z1zNNKxi4np1+Jp1sELkKAttUFmeWdubFtNznrKk1ZNJZUWo8/Ud/u0pD1WgQcGbJZkvYrCmeOGAmsKyDyW/2wd0ZfcX5ej9ZcHtnug9uT+tvP18b4HD+OdVXnkZ/zh9Pz0mvQa95780+OmhNoFoHqDXlkiWU5klpFUhTQprUHSwdTcoOmYxWVR3kjTbSdLiQin7e7z/LokJ17WLkhqYpLe6Gfr8LWmf3wL2Z3rgz3UdeU65WDcGlskicL4rFqVyb1D212EbJe+fvwytNeweMIPSEl/QQOscJhDZzQhOE5jqOv/7F232dcB/PdLgBtPt4YQ5aMO4ZMwDni2JxMCVL+lTbA593JxTgeFYKrlSE2+HzMg0+k/dVg7eq7/le6wcSkj04lS6TjgSZbr82AFfHheFUrk1XNPh5YL1UblglNMn1/J5vExb7N2CVNnpPqecLxTG4XhssPM/zutoLBjXdxoNT6SLhprWgu6o/eHAqXQ+evxAX1dbZPXBnug9u1AfiSkU4zhbE42jGSLTYRsnR9K+HiGQQjafynVs+lq7CUKNkLnkSVeBMZXqUbCbY/F3YeHwfXolNkeUSNBNkPpiShSPpaTielYJTuTacyU8wHE2mMifpzdQKnW41D9IvCpWFoNHC8s+pviKdpxVd0Vi4LLsyGA0/k5+AU7k2HM9KwZH0NBxMyZJ1/rUUAAAgAElEQVRwmsD0pshyfB8uEtMEpSkprZY3ciDNlR1m6Wh+U8wB2byBdi3AisETZSp6R0wxWmyjcDRjJM4WxONKRThu1AfiznQf4YpeIEo7OIiWhYUuaGDu3H0Hd240496lsaLwkrQcWlHhw3ldcff1frheG4wLxTG6NPSqkBosZkoOgrpmEwak5Pg8sF5XUHgq14ar48Jw+7UB9s0pbTKiLd8Pj/eGikX7MjuEvlIRjuNZKdidUNAuCE3e+oMpWThfFIs9Ywa4F4xgCo6dBXrnM4fPX+jh863mQQ7wec+IfMNJjgUm8Nno82XlfzVLwZkpN6TruWoI/mgI0LueF3SyKzfW97C7elnqWafbUMBfe5y8ZuBZp9lQvc5Gio0vmM9ZSxG1zu4hy33Iq0gp518rh+FyeQR+KYnWJZwJOB9MycL+pBy02EZhz4h8CZvV6ZMN4RVy+mRtWJWpLmk5UyZ9HliPzwPrpTppScAkLPZvkOcig3PhK43yNPpz/nh6zk8DJsnXIkXUcgarVU0Uwen1w+zJaXWqZ2fcaOwZkY8W2yjsT8qR18Vjmam6hPQvJdG4XB6BXyuH6dLRBKPvz+otNR2yyPAzBXoxRYeDL5rpOcxA9HN5P3Ith5qG3tLPPtH1mX0KgtzQfzQE4GrVEJ0b2kjJYZZWc9UDP0XZ/P27wTSEOom0Z0S+A4TWOaEXatddDqGZE3r/zgL3dQL260THv7zcpsJBZ/B5zN/s8NmsbFDt4ODlsj/FFmGfLReHUjNxPCsFp/MScaE4BlcqwvFbdajULdFnkbuepXKDphOMNoS495+nnk10G2pJ3L8EPBuknR2czppiQ0LnA1H2pDPpmwg685QzKTU4cKZ0Myk0OGxmiWYqsSXQrIPMGlymdT/BY7nu19b+tP7/oyEAN+oD5fl7XZDLJ38cPRc9N70W3afIexXt/oQANYfTEkxzKP1+Fx2UlgoPSklzIM2VHTwdTQ5pgtEtQ0UqnWA0U3TonNFGqeh/EYhW7zMstRxscsvQDU1lt5obmtYxtHnOCwpv1Afit+pQXKkIx4XiGJzOS8TxrBQcSs3EPluuTEJT+a3akWRWTkgQeszfnEPothQTdvzLy+7rhPt4psMNoN3HC3PQgvEf6aG6wsElAZMwb2AT3jIpHHQGn2+/NgAP53W1Jxz5mL2rCcdvu+pcr5Rw3DMiH5siy/GVAsTMlBuUypw9YIpUbnw9pBpbokpl6vnXymG41TwID97uJW42vuykKxi8d6HIKeCT5Vwc8BGkUcAz+Z0vlUXidF4iDqdlYM+IfGwdbi/jorQzBzPqDRiHnvR/W/lQKeG8kC3WaUxx/TA7bKYb6/1JOTicliFB8/miWF2y63ptsEx2/TnVVyzOlEKm1jndHcbXdCmBRR3tJy8KYf+7UXqCFrUyPcGKsu5M95FFWTfqA8XIFkv20Y758awUHE7LkP6wnXGjJZReP8w+vrWMAWmekDbTBJj9u3Bgxm+MKRVNZUlbh5diz4h8HE7LwOm8RFwqi5SeaBVE082wukFCnzHLDZILRfqiwi/Fv8mDt3vhVvMg/Fo5TKaht0TZN3w+GjQZs9m0gZmSg2/4fBVSg02R5dgzIl9OSOjc8N92dXlCQqfn0SYkHs7rituvDXAKoY2KCd/S1CFLlGLCf6SHuheMYJMyW9McCwdN4PO1mhBD+LwhvMIBPnPv6wyTiQ4r+Gzme1aLBlXlxuXyCFyrCcHNJj/cfb0fHrzbE4/e7+Kg3DBLPcsbPEW30R7QJ68fCnjmo6tcs6FLOxspNt7vIm72qcxH02tw6HypLFKmnPlG3aHUTAmcebp5W/QYQ9hMaWYCzQSZCTB/ysAyB8gLXmnEJ35i4saocJbO99pw8sepRbf0WgsUgE2gmiD1UganCUxTatoISnMgvTuhQAJpSkjT9ZPS0ZfKInUwmms6HrzdC61zutvTl6qig6eiVT0HJeIMQLQKv9rih9ZpOei9aZaGVpQcj97vggfv9hRFyk1+uFYTgsvlEQ5KDrWg0MwL3ZYyUpry4t8PKoTeEF5hCKEdigk5hFaKCf9ra5r7OgH7daLTX31chs+DvUqeCT7zssHlgyfqHP807dJiG4XDaRk4kZ2MM/kJOt+zrmjQSrlhsAGkKjeeR1moGehz5uA1KoQzSzvrvM4EncnpzJPOG3rrPc5UWLuioz7hzIEzrc2NYLMKmk2CJRwmX68NxrWaEFyrCRFBk6ohsvCWzl8rh8nzSkW405P/PH8eeu7fqkPla1KAhqC1WZBGBdNGUJrugXRAmiekSdlB6WjyR3MYTZoOckbTRAz5oq1S0W0A0fx998xaDoM0tKrkMNxQt1By8IJC7oU+k5+AE9nJOJyWIZPQVE5InQNUdG1UTthWCG1UTGgGoTv91cd9nXAfz3S4AbT7eGEOWjCui4vFjphirA2rwqcBk/Cer4DPBJc4fH7V+1VD+HwiO9kRPv/oLeGz5Xi9keN1UUc8eLsX/mgIwC8l0TiaMVKO168MrsXCVxoxd6BeCWCk3JjVTyQcF77SqFNuHEzJ0qWeH73fRexKr+uGJ9t9BdQ7nWUIwwwVBzen4e6V8XhwOguPDsUI8Lyht4B6DDxfrw2WfudDqZnYFV+ILVGlMv1DUEb1VL3qbax+MEra8uQPH02khDMB582RZdgeU4Jd8YUyIULjieTGU4tZ7kz3sZcraTfKvFxJN25Giyna3Sf/GS/loNZos5N+hpea0NgfFZusVMb+WLkWBzH33uwj4TQvtODNyscyU+UO+q74QmyPKZGuSgJnlNCim2Oe3HSWTKcbZNog4Kloujmm1OaWKFFaeCg1U3qir9cG60H0l52EGmCnPx4dirG/Z7VyT0tFjLbp8+B0loCK233F3+/SDnj0fhddGpqUN6TkoM/fLAslBylv6PO3MrhWanqOZozELyXR+KMhAA/e7iWgnwuOeK7pkRD6R28HCH0iO9kQQnNgPrGn/TvtrX5T8Z5vEz4NmIS1YVVC7xMX614wwn6dOLAxTny3EXz+VnzPk/v13kxv/DnVF9dqQnCpLFJ+x5F2wwo+u5pwtNrIMfI90/i1mXKDigZb53QXqbcl2o3gt11F2lFzr1ulns3gnqvgmcM9SqpZpoQMint0DfKaM5HGVem77uq4MAmdz+QnyJTz4bQM3XTIrvhCB+D8fbhQaFCy+asQ6wJYDpg/YlCZQPG8gaIUdu7AKZgzQJyztfPd/s268x0f10/1sfSc9Br0mvMG6qE1h9QLGJw2K9YlKL02rArrho7TdR8QkOZqqoMpWTicliHT0WfyEySMpiJDKjGU11im6NClMXkBmlUak5JwyiaJqyDacpPELA293Vd8H3/bVbw3l4hi5dY53WVBoZWSY0tUqaUXuq0Qmk9IOIPQtEF1KteGS2WRuFYTIr4fqJNhkbbO+LarHUIfisGBjXHu6wTs1wmPvw5wCp9f8crHYK8ShHlWtAs+q9/5ywdPlBuOGyPGYlv0GOyKL0SLbZTcdDxbEC/XtNdrgwV81nzPLik3lM+Zg3LDJPX8vFKmvCdHB56535mDZ4NCQVWxIYsEyelMeg2u1ljJUs5cqWECnCnZbAqbGWgmwKzCZYLJl8sjcLk8ApfKInGxNAoXS6McNH3ni2IdznOFcQ6n0c+p+j96jUtlkfK1CVobQWoK4RCYNoXSlJQ2A9JM2SHT0RxG0xTMj952ZzQrMNQpOgyKCw1BNNPC8OtCezdJjNL5pmloVcmhrnNcUXKQF7rRH9drg+W9HJUTHkrNRIttFHbFF2Jb9BhsjBgrNziXG1xb2gOhwzwrMNirBK945TuF0B5/dU9Uuo9nO9wA2n28MActGL8IS8N3YePxeWA95vuKEj8OnzmomdVvKj4aZJ58fvR+F2P4bFQwpoHbexdL8fDoCHHh0ZLP92Z64/e6IJwvisXhtAyd7/kTP5HAnPGytXLjHZ9mzPcVycbVoRNkAvNYZip+KYnGzSY/x9QzlQxeLDXVbRgVDN4/VyDcuruCxCJhtSeeLNGgGAPPJ3OScDAlC7viC7E5sgxrw6qkZuMjzXtolnZ2xTVstjCnVAgtzPfZcmW6mVIhVyrC9S3gbDxYl8haykbH+NgYXxzxQg3e8KyNj1HTMxVsmJ7az9BjdKUo5KhTi1FoEU3JDRoVXKokBNlYOofSVyrC5W46paQJSNNChpQdRgsZV9zcZqnouQNFUp/0HGvDqrA5sgy74gtxMCULJ3OSdCD64TzxeXm62lMAs11BwlV+rsBpUaFOy3Gx1F5SqKShbzb54ZeSaBzLTJUTCKtDJ2BJwCTM922SBYVmSo4Z2gQCbVqRF/pwWgbOF8Xi97og3JvpLZPQT3b6i8mDi6USpBsVlRpB6EfvdzFNQn80aLLT77b5vk34PLAe34WNxxdh7mQbYL9O/Pe3Q0Rafks/O2BS4PP12mBcKovEmfwEywLV9sBntejTzPHKfc+74guxPykHRzNG4nReIn4piXZUbszrKjZzlmr+XVY0KH2vPPVMpW/M59kWmOdS2ZtRYzyBgS87Od6QzenuoNigyQ+u1+DQ+UBytkw5/xRbhO0xJdgSVSq1REbAmZLNRrBZBc0EmecoYPkdn2b8XTtn9RNA6S12vvGy4znDhdPocfx56bXotTmwns0ANcFpDqbNoLRaxsuB9KbIcmyJEh7pn2KLZDr6QHK2DkZzTQdNFjkoOngqmgDZl53sYIKctCYg2qoc09VNE52fnL9veRqavPBULPWl+Fw9XtBJFhRyJccvJdE4nZeIoxkjsT8pB7viCw290Koj3qpwuT0QWi0GPpOfgEtlkbheG+wIoWmDaks/PP45GP/97RD3dQL264RnB18dfO7tFWcKnyM8xrcbPi9kG4582oWHKij5TCWzV8eFCQVOk5/d9zynuwCBCzuZKzesykBJufGcU8+q3sDUs8sUB7ygVoJnNe3MFRtG62Uj6KylnLm/2Qw4357W3yXYzCEzAWYCyxwiU/cL9b9QBwz1wNB5IjvZ5ZM/jp6Lnptei7pqeF8NQWoC1BJOuwKlp/U3B9LcI83S0YYw2uh+S1F0yHS+oueQpYUmIFp9zz7L+9YyDW2g5DCd8lKUHI8XihLl1jndpRf6ZpOf8EJrm+w0YcPv3bbHlOimbGiDc+EzQOgIj/GmELq3V5wOQnt28HVfJ9zHMx1uAO0+XpiDFoz/I3AUlgbV4YNBk/F3n2ZM62OdElQLB43g86P94bh/NtcaPt9oFhqAw/HiJvubLjL5fK0mBGcL4nEgORvbosdgbViV/B2509VKufGJ32QsDarD2rAqbIseg/1JOTiVa5PKDel6/rarSD0fitGXDGrgzpnGQIK7zX3xdI0XnnwmQNi9N/vgZqO/TAMeTMnCzrjR2BRZjrVhVVg+eCIWa4U7/OJnlKBVFRvqTZVZAnBzZJls/z6YkqUDzk6TIEZjiLQg1wpYzJxk1NYsx8HITXZlvFwE0XnnWp3pyX+OHksuOxorpPZuS6cdjRbSYlsd73Kys86B9MGULNm2TOloo8SWCtfMFB1qgp1usj7QXLbLNRC9KbIcO+NG42BKlkxp3Wz0x703+wh1wGcdxEJtc1/7RooTfYzDRsrZXJFy3e4rPheaG5qUHKdybdiflKP7TNKGkJWSg3uh+WfyQHI2zhbE41pNiD0J/U0XPNnhh4eH48Xvf6PZEkLfP5srfNYmEJoXE1pNd0zr8yr+7mP/Hf9H4Cj3ghH268ThLweJG9Z13eyFY+93wf1ZvSV8vlweIX32zxs+GxWM8bJBKp6ijTbyPR/PSsHZgnhcKovEb9WheuXG/M72ZOMaL/Hd8I/+euUGjVcrqWdnBW+mOgNKBClpIEvwzEsF1YZ4Vs5DXkRKA50vipUlgkfS0xygM085k1LDDDiTQkOFzUag+R0DwKzC5P/oK87pffTntD6vOpyvejs/jR6nPje9pgqtVUBNcFoF0yqUJoWHGZAmZQdPR6sw+kh6miwxJM0VKTpu1AfqytEMNQG0EWwBoh1SmkpC01Uth87Jr6ShZTmppuR4+o/+4nda4yUnJR7N76xTcvxWHYpLZZE4WxAvy5d3JxTIjV4qkOLlhFZFpc8LQlMPw+XyCAmh78/qLa6zVEy6rhuebumHw18Ocl8nYL9OdO7ojx6eEXjJMwq9veLQx8uGfp1H6uDzEM9yRHiMR4xHjcvwWd1w5GtdDp93JxRIfRwln6lskD5Puo0dbcLg6VK21qVNSFW5oWkOrJzrVqnnZ/Y8uwCeSbOhroNNFRvfdtU7nZcZQGdKOTPd3b03+xgCZ1JoSNjMEs0cNFuVixNQPp6VgmOZqTiWmSrLxo+kp+FwWoY8D6Vm6s6DKVmmp/qz/HnouY9mjJSveTwrRQeszcrUOZjmiWmC0qTwMALS5JImbaFMR6swelkHvTOaCgyNFB1G92Wk53ACop+HH9ppGtqs40ItKCQlBxUrr9SCRNrEF994p/UPlRNSEpo0i9Q3QBCa37OpG5yuQugYjxpEeIzHEM9yHYTu13kk+njZ0NsrDi95RqGHZwQ6d/R3XyfcxzMdbgDtPl6YgxaMcwYV4SMT+Dyplx0+kyd1/TBH+My1G1bwWSorNPgsYdcaoXG4N9MbN+oDcTovEfuTcrAlSpQifqqlLc18z1Yj/zvjRuNwWgbOFcbhWk2IXbmxsqNwVP8c7FLq2bLI7duueLpMjJven9UbN5v8cHVcGM4WxMvE86bIcnw9pBrLB0+UfufZA6bIUkEzt7NVmR0VbtFCnLd+UwLkZE4SzhfF2p2nBJxZ+sNqAS7HvEwWM7rSC2pgZosaXRMznffn6c57rR84nOrP8MfLkS6+GOdN30rpirool+OHVgsctstOQJoclueLYnEyJ0nusPPWZVrYqEVKVuWRqiua/p1pc2GRBqK/HlKNTZHlMhF9tiAeV8eF4WaTn7hB/tBLLFS/7epygaZpGvrnYLG4XdlRKjmu1YTgXGEcDqdlYGfcaJeVONwLPV9TXawJFS72/Uk5OJ2XiBv1gbg301tMJKzxkptCHEKr3yVmEFp1Qu+KL8T6YZU6v/2rBn57gtAfDZqMOYOK3AtG2K8TR5Z624vGlnTAo/mdRaLxtQH4vS5IwudjmanYn5Qjy1TXhlX9S+Az96eTtoYghOp7vlIRjuu1wQI+zOgrNtpIubGSKTd2+DkqN7jGwCT13K5CN0oAaWOopuBZuel6OLeb3e1skHbmio2jGSOlUoiXr26OLJMe57VhVVgdOkH6m5dp7mZKOHPgTMlmM9hMoNkIMBvB5KnKOeXfn/+pvoYRtDYC1BxMG0FpSkqrQHqJ5pImZccqrdxwbViV9EdzGE2ajkOpmTiaMVKn6DBMRWuuaK7n0F27DUC01AWoic02FhWapqFJH6MqOXb42ZUcK5mSY3YP3J3RF7eaB+F6bTCuVIQ7eKEJFvByQrUX43lCaNq82hFTjP1JOTiWmSoh9O91Qbj92gBxjZ3f2f69sb4Hjiz1dl8nYL9OdOkYaAqfA72KdPB5hEc9Rno2IquN8PnzwHqHoAWHz0fS0+R0wcXSKIeyQfr8OGzkqBMF2kakTrnBlQbcq2uQIH1WaKcDzwalbpbgmWs21ACGmnY20dep0Jk6Vm6/NkCXcFaBMyWbeaqZw2YCzRwyE2AmqHwwJQsHkrNxIDkb+5NysD8pB/tsuWixjZLn3sQ8ee4Zke/yyR/Hn2+fLVe+Fr02gWuC1ASoOZymMnaC0jwtTUlpFUjzhLRUdigdOjoYrWoOzVLRiivaQc9hBaLZvZozEN3eNLRuHaRN0cj3sarkoPCQOgHGN+JpPaSUE5Ja8WROEo6kp+kgtBocMpqysYLQWRqEHuFRr4PQgV5FphC6S8dA93XCfTzT4QbQ7uOFOWjBOMOnDO9oYJfAES/peuNlO3xeE1qNnXGjcSwzFZfLI/DnVN+2w+frjbh/rgCPDsWIRdFqTzxe0An33uyD67XBOFcYhxbbKGyOLJNlg/MGNul8s1alZ6py43hWCi6VReKPhgDcn9VbjFuv7CgAHbmenaSeDVOiO/3FRXGFSAo8eLcn/pzqi6tVQ3C+KFamAEm1YQSeuabBzO2s+k4p9cfBiyuuUypaoXFDOXJOnjsznyT33DlpVqZFCy1ceGpVLcVr78mfj16DXlMHr80awZl/zNKzSoudpfaxLyrAcMVlqd448/QWT0Vb6TnIE62CaFJzUFrrfFEsrlYNwZ9TffHg3Z7iPb6iI57+0FP6oV1J9/P3Obmhn/6jP56uFO/x+7N644+GAFwqi9SVgpKSw6oUlHvZ5w20lxNujixDi20UzhXG4XptMO692Uf8/qs9xWf0UAzunysQN11thNB/TvXF5fIIHMtMxc640VgTai9ZfeNlx5LVJu275B2fZszwKXMvGMEA9P/shqdfdpLw+cHbvWShKgEkgs8740Y/E3xu7G0Mn9/RNDVUprosqA5fhdRg3dBxctqDSqeoUIy+A2+/NkCM0s/t5qjc2NJPOF33h4vvvdNZduVGG1PPpp5nLfWjgmcdrHMFPCvKIO6xpyZ4UmzsTcyTTuctUaWG0JmnnAk4f+JnDJytYDMHzUaAmUPhJoOT/s3/FafR65lBag6nOZg2g9JGQJpc0ouUdLQRjN4SVSqd0XsT86Si43hWCk7nJZr2MXCQ5hREa5sqDiBaS29a+aHblIbWlBwPTmeJ6+r+cDFOvaWfo5JjbjexuattYNG1lDZ2W2yj5JTRuqHj8JVWCExlwHMH6nVXHEKr3yVthdA740ZLCE0bWFQE/ODtXnYI/WUnHPmf3dzXCdivE3/rFKKDzwM6Z5rC5xSPBgmfi7u2Hz7viCmWxdkcPlPy+Y+GAPOyQdX37IpXnQE7s8/Os4I6Q3+udv1wCTyrmg017awqNjSn88N5XZ1CZ1JqGAFnUmgYwWYOmjlk5nCZA+XdCQXYFV+IXfGF2Bk3GjvjRuOn2CL8FFuEHTHF8tweU+JwboseI0+jP+ePp+ek16DX3J1QoAPWHFJzOM3BtBGUJoWHEZCWZe7OYLSm6Xj8sYejokNNRat6DldBNN3bKR7z57mx4pDmZxsqLvVfcC+0STkhKZ5Ix8Eh9J4R+dgRU9xuCF3c1Q6hUzwaTCH0gM6ZOgj9t04h7uuE+3imww2g3ccLc9CCsalPOf6jrzl8njtwChb7N2B16ARsHV6KoxkjcaksUsDnud10zmcr+Hzn7jt2+HwgSiyMvhRlFndn9NVpNzZGjMWqkBos8m+QyUqj8X5apNJ4/+eB9fh6SDW2Di/VKTf+nOqL1jndxUX7my54st1XeGZJUWCSDJU3V0a6jdWeeLK4A1rndMed6T64XhuMX0qicTwrBftsudgeUyJL2xa3ATyr8JHSzp/4TZZjh2qDO0HnX0qicXVcGG7UB+qBy8ce9oItujllbjvdzakKmw08YXxBovrC/v8+VVDNAbWDP88ASuugELnICAppxUq080430DfqA3F1XBh+KYmWMHrPiHxd+RqNe33iN9mhZNLV9wKBaEq9rx9Wie0xJdhny8XxrBT8UhKN67XBuDPdR7zfF2s3V0ZaDg2qmaahtff8w6MjxI3MN13wZIl4v/851Ven5Ng6vBRfD6nG54H1Ok0OLd5UTQ5NKizyb8CqkBpsjBir03HcndEXjz/2EAvrLf3w6ECUhNCm3y0ahNYVE87thj+n+uJSWSSOZozE1uGlWB06AYu17xUzCP0ffaeiqU+5e8EIBqDnC0fmow+98ODdnrgz3Qc36gPxa+UwnCuMkyP0VKxK8PnzwPo2w2cChHzqg8Nn2oBbHTpBpxriG3D0Xejge14oEjQOyo1DMeI7kLy5WkqUO3Pb4st16nnWRk0dvmMsxkx5wodc9WcL4mXamcoESbGxdbjd6Uzeeg6d1ZTz/DYCZyPYbASZnQFinlr9V51tgdQqmFahtKtAer5vk0M6WoXR34WNl87orcNLpaKDygspFX22IF52NaiJTkudALvWk0rAFT90W9LQuk2W643yfd56IlVMHKlKjmViU9fBC61cQ/fZcnWqq9WhE3QbugSh1ekis+8UKwhNDvm1YVWyAJgUPucK4/Br5TDcqA/Enek+YiP/Q6FbOzK/k/s6Aft1oofHUB18HuQ1SsLnYZ7jMNxjAhI86pDi0YAMz8lths8rg2sN4fOB5GwczRiJU7k2nC+K1Wk3br82QBZ7GpYNWvmeXVBuuDJB0NbiNtN1qhV45n5nrtkwSzsvUMq6NaczQec/p/riZpOfLuVM/mZyN5NOgwNnSjbzVLMKm1XITHCZA+Vt0WOwdXgptg4vxZYocW6OLMPmyDJsiizHpshybIwYa3huCK+Qp9nP0HPQc9Jr0GtyeE2gmgA1h9MqlOZpaUpKq0D6l5Jo6ZImj7QuHd3kJ4vf787oq3NG6xQdZqlopufgnmhnINrsvq+9hZqWBczOlBxWXmiDckIqYJb3ZBqEPl8Ui1O5NhzNGIkDydmGENqsb8AKQmd4TkaKRwMSPOow3GMChnmOkxB6kNcoHYTu4THUfZ1wH890uAG0+3hhDlow1vSuwBQGn+u1VPGMl4WLdpGWVNwSVYoDydm4WBolHMpzu4mL3obeloWDOvh8NlfA5819xWj/h164+3o//FYditN5idhny8WWqFI51j9ngB0ScfhMBWfc98wLzg6lZuqVG/M7i8XmDz1FUdvREeJi6ywNenMa7l4ZL9Og5MZ9utTuef6jIQCXyyNwKteGA8nZ+Cm2CBvCK7A6dIIEcip4VvULdIPEPcCz2cJ7qZb0Wz+sUndzRGOidHNEY6IOxVrruomFCI3lEmxRx3LZjahVKUVbQLBRcllNMFudRo9Tn7s9cNqw1IXvxvPxeNJ27PAT79113YwLlrSFz6+Vw6SOgEO59cMq8ZWWil6ouKLpBrHhgMwAACAASURBVFotLZzE3u8cRNOGy+rQCdgQXoGfYotwIDkbp3JtuFwegT8aAqQf+ulS5jqn1P+V8eL97SwNfWW8gNC7ggRA+EIkYLmS41BqpmFRqLPP7pwBdl3OlqhS7LPl4nReIn6rDhWf2w+9xKJ6c18Boc/mOoXQsphwQ288XSYg9K3mQbhYGoUDydnYElWKr7TNrTlamanR919N7wr3ghEMQP/nX/D4Yw+0zu6BO9N9JDA6XxSLE9nJDu9zcreq7/Nngc8fMfjMvw8psXg0YyTO5CfIseubjf52YDS/s9iQoU04Um7sDTVXbrDE/cOnS11OPTvoNsjzTMlQGi/d7mu/odK+T1TwzP3OqmaDu50p7UxlghvCK7Bu6Dh8PUQ4nVcYQGc15UxKDWfAua2w+XkA4mc52/v6zqC0FZAmZYeajlZh9IrBE/FVSA2+HiJctpSKpjI1SkWTK1rVc3BPtCGIpuv/j952py0lOzW4pjrOzbQcRmBB976n66iRkoOunz962zdzF3eQk0V3pvvgZqO/HJ8+k58gywlpqohfPxdpiqvnAaE54FxlsM46kZ0spoy0Da07033QOrsHHn/sgSP/+Rf3dQL268RLHuHo65Wsg88hnqU6+JzsMQkZnpOR23mKKXxWCwfbAp8vl0foNml0/SZq2aCF79khkKGkQ/n6+HnpCXSTe5pWTirluCuXdHJqsSCBZ7WEe5lB2pkrNpjT+VbzIFPoTCnnc4VxuoQzB86UbjaCzSpoJshMcJlD5Q3hFfg+vBLfh1di/TBxrhs6DuuGjsN3YePluTasqs0nfzw9J70GvSaH1wSqCVATnOZg2ghKqynp41kpuoQ0KTsoHW0Eo281D9I5o3WKDjUVzV3RpOcwANG0ycJBNG20yPtBvtlick/YnjS0oZKDbdQbBYIMvdBqOSHr8eGb9aRNbA+ENismLO46FbmdpyDDczKSPSbpIHSIZ6kOQvf1SsZLHuHu64T7eKbDDaDdxwtz0IKx4qVKXQKQSsNma3BolTYmv8+Wi7MF8bjZ5IfWOd3Fzc0PPdsGn/eH2+Hz/M64M90HV6uG4FSuTafdWPBKI2ZrcMhZipIA1obwCuyKL8TRjJH4pSRar9z4spNIgbYMxYNT6WJBqRWzOUs9S/im+XAfL+iEB2/3wq3mQdLzfDgtQ3qe14RWY2lQHRa80ijVIUYpV9VxyjUb5HYm7y8V5LTYRuFIehpO5yXaIUuTn+No+WpP89Fyi0IiNQXe1qQxHx/UeZy5u5n7mynhYXbyn9Meq3qkufpDhdZt/e9w2JlXi8LMRotXezqMFlPJ0sXSKJzOS8SR9DS02EbpitmWM1c013OYeaJ5IppUFgu0DYo1oXY/9OG0DOmHvtU8CA/e7mVXz2zoLTdhnKWhqXDz7pXxeHAqXYDdzX3F5AJTcvxSEo2jGSOxK74QG8IrHLzQZtMLM7QNpAWvNOp0HKdybbhaNQR3pvuIzSOC0KT4cRVC/9ATT5eK1PbNJj+cLYjHPlsuNkeWYVVIDRZq3zNUasonQCpeqnQvGMFKCN8Qf493X++Hm43+uDouDBeKY3AiOxkHU7KwO6EAW4eXyqSiUZrkWeHzYv8GnXZj63ABibiz9VJZpHDdN/kZ+55pM26nv7Fyg30n3n/4SZt1BA4QjjayKM3DN7LoJuoLvWrDqFiHbqK4ZoNGSsntTGlnUmysDK6VTufFLOn8nq+9OPDd/vaUsyvA2Qo2P4/0sdlp5Xl25fHthdTOoLQzIE3paILRcweK1C0loxdrJZrLguqwMrhWKjooFc1d0VSuRnoOgm1GBWs6NQeVbBJs4xvR/0xy1HIoaWhXtTM6oECpf1XJsdPfvolr4IW+2eSHazUhskiKtD674guxdXipTsex+DlAaKOULU1WbB1eit0JBTiYkoUT2cm4UBwjOhca/XH39X5ondMdh9/o4L5OwH6d6OUxHD6d0zHIaxQCvAoN4XO6Bp8LuzSjvNtUVPcQ197nCZ+5dqN1dg+pnnvymUHXieJ7luo5k3AGX2+2J/Xskm5DAc86ZZySeNYVC3LwTJoNxe1MaWdSbFCR4M0mP9yoDzSEzpRyPp2XqFNqqMCZNBqUbFZhswqaCTITXOZQ+esh1fh6SDXWhFZjdegErA6dgK9CauS5SjlXBtc6PdXH8Oej11gTWi1fm8NqgtQcTnMwrUJpSkqTvkMF0lzZcTovUaajjWD0jfpAmYq+Pa2/XdGhpqI1V7ROz6GAaKmZURLRXLlopJt5Vi2H0aSYpZJDWzvplBzkhVa6eySEnt9ZXktIx/E8IXR9r1dR3eNVlHebisIuzcjtPAXpJhA6wKsQg7xGwadzOnp5DHdfJ9zHMx1uAO0+XpiDFowl3SsdHKjv9m/GJ36TsTK4FhsjxqLFNgqn8xJxrSYErbN7iEXcDz3xeG9o2+HzCgafx4XhVK4NexPzsCmyXGo3aITfVY/spshy7E3Mw4nsZFwuj8Ct5kHi91xsV25Ilyz7XZ2mnqlkUNMPPJzbTeo2LhTH4FhmKvYm5mHrcOH8Jc/ze75NwiP7suvgee7AKVKzsTK4Ft+FjcfmyDLsjBstR0HPF8Xa087MR6iDzjRueyDKfnNpMWqrjlSZQVojyGzqWmZlgNJZp5UC3rtYKhY4F4pw/1yB/Tybaz/Z/04/Kx97aax0lpmWHypuahVOt+W/13SUnqDSgSj7eBiD0dyTS6no80WxUlWwM240NkeW4buw8dKT+4mfuJl2FUTP0Ly47zE/9Hdh47F1eCn2JubhWGYqLhTHSC3Hw7ndpIZGlhQ6SUPrFBeau10qORZ3QOvsHrjVPAiXyyNwIjtZfpZd9beTQod0HPRZPpVrw9VxYXYIvaIdEHpvqJh6+Ez8ntdqQnA6LxEttlHYGDEWK4Nr8YmfUIaoDvyS7m4ADdivE4eaxcTHzSY/XK0agl9KonEyJwmHUjOxZ0Q+tkWPkSWcywdPfC7wWS1bXaZpN8j5vDuhQH43UmEYlQ3ee7MPWud0F+mgzwx8z+r3YxuVG6apZxPdxuOWoQIWcM8zpXe0jStn4PlYZqosFdydUIAdMcXYOrwUGyPGmqadFzKnM086q9DZGXB+Ftjsqn/ZqCiwvafR81pB6+cBpc2AtBmMnjfQ7oxe+EqjaSp6Y8RYbB0uXNGk5ziUmoljmakugejHC1jqk/uhd/rrSjcdtBxtSEM7VXKo10vmhX7ymdBatc7pjntv9pHlhFRsStfM3QkF0gm9OnSCDkKblf22B0IvZ6XO26LHYM+IfBxKzcTJnCSh9qkaIjb+3+yDQ81d3NcJ2K8T3h5xGNg5R8LnMM8KRHlUI86jVsLnHK8mFHZpRtnf7PCZ1gJG8NnM+ewMPkvthlHRtkFZp6HvWUmBGq2b2wufHXQbalcJ1238M8meBOWO58197cWCzO+sajZ0bmdKO2teZ0o7k9PZDDpTypkrNSjhrAJnSjYbwWYCzQSZVcDMYfKKwROxYvBELNfOZUF1WBZUh6XK+Xlgvcun+lh6TnoNek0OrY0ANcHpdUPHGUJpSkobAel9tlydsoOno41gNDmjdano1wY4pqLndXXUc3BPNBUW8kS05oh+eDheamcMtRzKhOxz/ywo6X9LL7RVZ4Y2VUM6jrZCaCMnNEFoCqpU93gVZX8TEDrHq0lC6DiPWkR5VCPMs0JC6IGdc+DtEee+TriPZzrcANp9vDAHLRiLulXKZPG0Pq/iHZ9mfDRIKC02hFdgz4h8mUi8O6OvAFjre+Dxz8EiTXx1Au7cnuk6fH6/C25P649fK4fhZE4S9ibmSRhE2g0VPhN0o7LB+b5N+FQrRdw63D66f3VcGG5P6y+KEZeK31OmPS+WiovavTk6yGbqvSXlwAoxsnZ/Vm/cbPTX6TZ2xBTLcfMlAZOkbuMNVjJnBZ7f8bH7nWn8k5J9uxMKcCg1E6dybTLtTGDl4dxuwmX6hQYTVajCPabKjST/b7eCr4aJYHWRTAkNbaFMu9WtJ1LtC+ZDMXh0IEosnFuG4vHeUHH+HCwaup2cj38Otj+mZajYsT8QJXbttQVT64lUuXtPCyd5A6EsnowS31ZQmm9QOIAm7rtUb66/6YKnX2iuy7nd5I01paJP5dpwKDVTJkfXDR0ntQXkiX7HCYimkkpS0XwwaDKWBEySY8Q7Yop1Wo6bjf5iKuBjD3tJoUEaWk3CP3i0SCwObzTj3sVS++djfQ88XSoK/25P64+r48KkSmfr8FKsCa3GpwGTMJ+VE6qbMXTjyXUcGyPGYm9iHk7mJOHXymG4Pa2/UIm4CqFvzxRFiqfShX90fQ88WdIBd2f0lRMXe0bkY0N4BZYPnoiPBk3GOz7NmNbHntQu6uYG0ID9OvFfdS/hVvMgXKsJke/fw2kZ2JuYJ13nBJ/pu5DgMxWFPQ/4zLUbB1OypKOVisL+nOprPBFi4nu+e2W8qXJDhW2Wrmd+02Sm26ASHe1mSZfYYY5nV8AzaTa+CxuPNaHV0u1slnaerf1bWEFnFc46g7FtUVaoLmU6qeiPksP8nPFy20/1Ofjz89e1Kkpsa8rbDEbTf78VjJ5tkYomV/Sa0Gp8FzZeV1roCogmRzRPgEoIp5WumWo5DEoKrRKfhpsyfBrgynhzL7TBBBEV/VLB6fGsFBxMydLpOJ4HhKaCU17yvCRgkoTQ1LWxNzEPh9My5HrsWk0IbjUPwn/VveS+TsB+nejrkYgAr0IM9irRwWebAp/H/G0qKrvb4TNNdXElCnWeWMHn03mJuFAcgysV4bKkk+AzaTd0OhoqG6QNGDYJ4IrvuS3AzWnqWdVtWHmeD0TJTUwH1YYZeGaaDSO3s5p2JqczFdoaQWdKOe8ZkS/dzUbAmSebjWAzB80rGFxWgfKnAZOwhJ2L/Ruw2L8Bi5Rz4SuNLp/qY+k5+et8GjDJAVgTpCY4zcG0CqV5UtoISJNLes+IfF062ghGnyuMk85os1Q0d0Xr9BxWIFpVc7QMldcBp35otiHT1jS0sw0Zl7zQVE64pZ9DafyTRR11Og6C0NdqQnClIhwXimNwOi/RKYT+VNvA5wo5Kliv7/UqKru/ijEKhLYpEHqwVwkCvArR1yPRfZ1wH890uAG0+3hhDg6gSWvxdx9R5rcsqA7rh1Vid0IBTmQn25OIH4oL15NdQWg9kSrhM43v6248nMDnE9nJEgKtDK7FAg0+k5PVCFK9o/1+S4PqsDasCttjSnAwJcteXkbe2BUdRTHi3lC7csPA9yxb3G+9LoCV5npWU8+3p/XHb9WhOFcYhyPpadidUCB1GwQM57ALlJHnmRzPlLghfcLngfXSZ7otegz2JubhSHoazuQn4HJ5hL19nRXfPP2yk4CH231luZya5COtglE7t1na19KJzEYBjVq3dR66Lf3sC2RKZ3zbVUDZNV7ihnO1p/jv+FJTQ6gn/Rn97Bov8fhvu9p38WmkjDc+a8BaLduwGi2z8puZ/X3RTQR3vfKk1+O9oeLv4oeeMuVFBW63p/XH73VBuFwegTP5CTiSnoa9iXnYFj1Gei6pvG3ewCZdItooTc+1HHM0J/rngfVSy7E7oQBH0tNwrjAOv1WHik0aNQ1NbuirE3Dn1us64GDkhX5wKl0kjH/0Fp9tzedOZaIHU7KwPaYEa8OqsDSoDh9okNdoc4k75xcwpc6eEfk4kZ3sFEJzcKhTh1ydgNYTqQKWrxMj6TR5cSI7GbsTCrB+WCWWab/f3xmEdgNocdB14v9UvIzrtcG4VBapU8rsiCmWSpkVGnzmSf7nAZ+XD56og8+k3SA366+Vw8T3JHfg87JBAm1WvmeW9HQZsJmknk298as9hYuTeZ7vzfSWJWw8pcPBc4ttlPQ7b44s05UKkmbjU83t/ImfvkyQ0s5v9bMDWjPo7Ay2ttWPzAGzCpXfYM5k8ibT+Xet/JCK/Vw9+eP489Fr0GuqsFoF1G3xXLsC5Y1gNP1dvGWQip7vKzalF/k34NOASTo9B5UWbo4sk57oFtsoQxAt06DT+uPeTG+9H3oZK2Az6odoRxpa1dLIz4iVF5o2ZozKCV8bgN/rguT00InsZKnj4BCaq6yeFULTJNoSVvi8MWIsdsQU6xRol8oicb02GP+n4mX3dQL264SPR7IhfB7p2YgcryYUMPhc29MOn3nJ8oJ2wuebjf56+EybLssU+EwKAoOyQR1oM1kbuuJ7dgmyuajbkJ5nSn0aqDaefKb5nRl4VjUbt5oH4Wajv9O0szPo/FNsEbbHlEh3MwfOPN1sBZuNIDOHywSLF2jnJ35iUuSjQfrzA5Nzvm+TPM1+Rn0ueg16TQ6sOaRW4bQVlDZKSW+KLJcu6e0xJTIdbQWjnaWibzb6213RTM+hA9GLOupBNFdz0DSA4odui5ajPWloMy8037zkXmiHckJS0HAIvUy/uU8Q+majf7sg9AIGod9iELq2px1CF2gQeqRnoyGE9vFIdl8n3MczHW4A7T5emIMrOMip/J5vEz4PrMd3YeOxM240jmWm4kpFuIA/mov1yU5/tP4zSUJdDp9lUvJ6oxjXp8JBC/i8YvBEU+ezOqb/kQbH1w0dh59ii3A4LQMXimPwe10Q7s30tvuet/SzA6prdYa+ZzXV2frPJJHKIdezkno+mZOEfbZcbIseg+/CxmMF021QW64RIOTlgvwGh8Dz9+GV0u98NGOkbFz/oyFAegZ1aefNfe1p5xOpIrnKbhKdqTWMgLNhCsOsBII759TRvxX6lm1aEFPpyaP3u+DhvK4ilTGnuzhn95Dng3d76v5/+pmHc7uJ0bL3u8jSDbmg4i3QVL6hjJqpzjPTkhkl8eIMSKs3FjoYdaFIgChKRW/uq0tFk0/3j4YA/Fo5DOcK43A0Y6T0RH8fbgfRHOi5+j4jLccKTcuxLXoM9tlycTInyTENrbmhH/8cjNZ/JllOCxDcvXOtzr7BtKWf9ELfm+mN3+uCcKE4BofTMvBTbBHWDR2HZUF1+GjQZEO9jpETegWbwDCF0AeihFZHg9Dc/y03lq6MR+s/k8T7VnPP357WH1cqwnEsMxU740bju7Dx+DywHu/5NklntVvBIQ66Tuwu9pUj8UczRmKfLRc7YoqxKbIca8OqdBoZUhBZwWd1IsQV+EzOZypgVZVE92f1tife6PuSygZbhpr6ntui3HAp9UyOeEp4km5jiVANkG7jznQf3Gzyk0lPuik6npUiE88qeCa/s6rZUNPOVCb4BnM6O4PObU32GsFmFTK/pYBlgsXv9hfp39kDhIua/Mh0zhvYJM/3fJ2f/Of589Bz02tR0eI7CqjmpYuqB9sZlG7L36EKo+nvjFLR7xikolU9B/dEcxBNiWgCFgTnfq8Lws0mP1lU+HBuN6GmWaJoOUjfpXZGuJCGdvZ5MfNCP24Zqi8n/MKeYLs/q7eDwooX+3LnvCsQ2uj7R4XQpLTiOrS1YVXYFFmOHTHF2GfLxdGMkVL5s7vY132dgP06MdAjDUM8yxHhMR4xHjUY4VGPkZ6NyDKAzzR1Sd/77z0rfJ7W3xE+q8ln7T1O6hldGTfvRlF8z+0Ba+1KPZ9K1+s2+Jr7R2+799Yi8SzBs6LZuF4bbJh2PpOfINPOR9LTnELnzZFlUqnBE84cOBslmzls5sllFTCrENmV73n1+97oNPp5s+uMCq9VQM2T1BxKGyWljYD0+mF2ZQelo61g9JH0NJmKpvJCNRV9vTbYUc9hBKLVRDT50H/0Nr5X+meSXU3TzjR0WzZqTL3Q9Dlh96WPW4ba11pKEtoBQk/r/0wQ+j1f+3WFgioqhM7SIPQIj3rEeNQgwmM8hniWY6BHmvs64T6e6XADaPfxwhy8hPCNl4VTeUnAJHw9pBo7YopxJD0Nl8oi8edUX6G00KDPw6MjRDLGDD7faNbDZwZ9nMFnKyj1iZ/QgqwfVomdcaNxNGMkLpZG4WajPx683UtAB9X3zEb0Vd+zg9d2hx+eftsVTz4TSoE7031k6plKBjdGjMVXITX41EC3YeZ5Jq+dFXgmmHJ1XJh0Cz6c11U4rFd2lG7nx3tD8fDoCEdvqUEyySWnMRtxMvRs8YXvt11FYmpFR4dik4fzujoUm9yZ7qMrN7nZ6I8/GgJwoz4Qv9cF4XptMK7VhOBaTQh+qw51OOnPrtcG4/e6INyoD8QfDQG42eivK+Og0TNeyCE9aLyQY0VH8ft/21W/0DLx/6kpGFfBvoT6Sir64dERIjFMruiVAp4/nNfV7tYdFyZvsq1ANPeRGSXtVS3HpwGT8FVIDTZGjJUlhZSGvjPdR7zXPusg3v87/Bx86aZeaNpo4l7oRR3x4O1euNnoj4ulUTiaMRI740Zj/bBKLB88EZ/4TbbcbHIJQvNiQoLQDJirEPrepbF4eHSE3Ax7OK8r/pzqi0tlkTiSnoYdMcX4ekg1lgRMwryBTXjj5anuEkLtoOvET7mBOFcYJ0vBuMN8FUvsv6clRQg+W8Gf9sJn0m5cHRcmE57kw3+yWPusf9tVVzb4rL7nNqee6TuT3wy93wUP3u2JuzP66nQbl8oicSY/QZYLkmpDBc/kd+aajQ808Oxq2rm90NmqbE+FzX9XIDPd/PMbffXm3iqBZjY+bfTnZok5DjU4yCBoweE0gWkrKO2KK9sVGO1KKvo97e+K6znIE62CaFJzUFnhmfwEXCqL1Gs5ZvQVE1Xvd3GEdLRh04Y09DN7oXk54bdirflksb5H4Y+GAFwdFyZ1HM8TQtP3EEHo2drfOU2orQqp0XVyUOnpucI4/JQb6L5OwH6d8O+UrYPPKR4NyPJqQl7nKSjuOhUV3adiwkvi7/5Vb7FO4fCZ9Cfc9W/kfDaEzzO9jXUz67qJ9/V2X/sGiwqfTcoGn5dyw1nqWeo2Dsfb19+7gvSeZ6M1uAV4Js0GgecrFeG4WBqFC8UxOFsQj1O5NpzITtalnffZci2hM085k1KDEs5qupknm1XY/JEBZFbBsrp5SN/R/GzLhIx6qs/FX0eF1uq1i65fdN3iUFpNSvOUNCWkSdnB09FWMHqfLVeXij6RnYxTuTacLYjHheIYXCyNwpWKcAmiSc/hDEQ73BtxP/SuIPv9kfZ54ZoaszT0c1VyWJQT8nCU/Kz86C0Lbh0gtDZtpkJoMyc0dQ2QVo5D6De0idRJvV7FhJdeRUX3qSjuOhV5nacgy6sJKR4NOgjt3ynbfZ1wH890uAG0+3hhDlow1vSuwJwBU7DIvwGrQydgW/QYHErNxC8l0bjZ5IfWOd1FuvRHbzzaHy7SY6ywTIXP9y4U4dGhGJGKXGkvHLSCz1aJSHUsf3dCAY5npejLBpd0EGqQnf5237NBqRr3PUuNQMtQscD7shMeL+wk4FmTn2Hqmcq1CAJa6TYIAs4ZMAUfaRBwFVNt6MAzldrM9BYJviXaeOyG3gII7g+Xaee7VyeYJvcsgShTRfBxJgdPKbULr/HSFzt86OXSIpc3Z18ojsG5wjg52ncq1yYbtI9npeBYZiqOZabiaMZIh5P+7HhWimyKPpVrk6No5wrj5MKLN0Y7XXzRCDLdnKzxsrehm/kwKRmjpKOtYLSa/KKUZOuJVLFg2uEnduxXe+LJkg549H4X3JvpLUveOIgmNccqbfPjI82va7X5wbUccwdOkeVKhmnoJj88eLuXuGn7shOebu6Lxy1D7foaMy+0VtopvdA7/cXncIm+nPB4Vgp2JxQY6nbMJh6sILQsJlzZUUw7HIoRkwAKhFZ/x0f7w8UCdVkHtM7pjptNfvilJBqHUjOxLXoMVodOwCL/BswZMAU1vSvcC0bYrxNb0oS2hMDPlii9t1x15bkKfQg+kw9fhc/fhxvD5ysV4fijIQB3pvvYi6YWM+DAJ0U0Lz7/HKu+ZyPlxpP/d6Xj9yjXCbAkp0w9UzHOGi+RUFvcwalu41SuDUfS07A/KUc6nl0Bz6TZ4Gln7nY2Szu3119MgNQKNtPN+nsu3KSbjTTzYiheDmV18p8384iqI95GMIRACCXJraC0EZB2NR1tloo2ckW/46MvLXQGoskRvT8pB0fS04xL2lQtx2ItEbfGy17QpqahCdQZaGtc/gwxCC290Lw/gXQ1KxmEfrcn7kz3wR8NATonNIfQ34cbQ+h3fNoGoSkwwF3EvJ+DFEAHkrNxIjsZW9LC3NcJ2K8TgZ1GYbjHBCR41CHFowEZnpMlfC7vJkoHaX1Pk43Ug6LC502R5dgeU2JYOGgFn3XrO9pUcQU+u+B7bneS0yz17Kpug6/HXQTP12pCcHVcmATP54ticSY/AadybTLtfCg1U5d23hk32hQ6k8d5degEqdSg7171e9YV2KxCZiOobKRU4lol9STNktFp9hj1uY30TxxSczjtCpRWr3N0TSNlx+rQCdIfbQajd8aN1qWiD6VmylT0qVwbzuQnSD3HlYpwXB0XpvNEuwSi6X7IVS2HC2noZ50ccPBCuwqhWdcGFROaQWijYsLtMSXYFFnuAKGpn4cmOen+pbrHqyjvZofQGZ6TkeLRgASPOgz3mIDATqPc1wn38UyHG0C7jxfmoAVjo/dYLHilEatCarA5sgz7k3JwrjAON+oD8eDdniIZ+UNP4VM+nWUMnwnyEHz+R388/bKTzrl6MiepTfCZ4O1C7XfbGDFWQqgrFeG4/doAPJzbTVw4f+gp9AEnUmU6++79eTpgZjiWT0WDX4gbnbsz+uJ6bTAuFMfgSHqaYer53f7mPl4a5yQNwryBTVjs34CVwbWyXHBvYp5UbcjE80xvsXD+TLsB/NFbLJYPxQhf6cVSU3DiFDrzpJ52wTb1k37RQYyJLxAeRmoS5qPiv1WHOixo+fjeodRMXTs2LyuhhuztMSWytIQ8cupJf7Ytegy2x5TIJmle3sHbpPmCjMbU+IJMutK0UWRqSH84r6tYhC3RbsCtvJiUoHTixTT89+Dpr4uly7BZywAAIABJREFUeHAqXSSHdwWJBdMa4fd+NL+zHURria+jGSOxNzFPlhWuDK7FYv8G6YemhZCZlmOGljIySkMfSU/DheIYXK8Nxt0ZfQXY/aKDLCg00u3wzxSlve9dGovWE6lCY/NDT1FOOLcbbr82AFcqwuXm08aIsVgVUiMLR99oI4Q+mZOkd9J/2Uk4rAlCW3w/PTidJVLoP4jvtQfv9sSNepHs3Z+Ug82RZVgVUoMFrzSi0Xuse8EI+3ViQ2IUDqZkydJMcpUvDarDIv8G2RbOfeWuJA4JPs8dOMXl5DNpBSR8/tBLfH4JPvNSVqOywTb4no3Smw6FamrqeaVwLcrv0bd74e7r/XCzyQ/Xa4Pxa+Uw/FISjTP5CdLzvGdEPn6KLdKVC5Jqwwg8u6LZcBWAWqWcjYAzvxFXYTPdeJslwcyKnPiYMqXD6Kbc1ZMeQ89B4+BWhVdGST0CJyqU5qDECEi7mo52NRVtpucwA9HkiKaywp9ii7BnRL70Q5/JT8AvJdH4tXIYrtcG42aTH+6+3g8P3u5lvw5+poA7gzS0upFjNUXg1AvNP0u8xJcg9BJ7d8Kd6T4OxYTOktBzB06RENrViQzq6ZijQehF/g1YGlQnuzqoJPpgShY2JEa5rxOwXydCOxYgwaMOyR6TkOE5Gbmdp6Coa7OEz/Xs+j6r31SHotmvNNBP8Jk2Ujh8vlwe4Rw+M+2GDBbQZgqbdON6GWcJzrYqN5z1qehSz1qXijPdhm7qUANqZuD5cnmEg2bjWGaqLu28NzHPIe1MTmfSaxhBZ/ruNPreNNvQU2GzkQrJyNnPp1DMymaf5VSf2whaq4BaVUmZQWkVSPPrIk9HqzCaazo2RZY7pKLp3odS0ccyUx30HOSJNgPRrbN76KdFnWk5tG4dV9LQVr067f0s8U0c+hzpJndJWcMLn3kxoQmE5kGAoxkjZRCAQ+ivQmocCm/5JGo9g9BFXZuRq0HoZI9JSPCoQ2jHAvd1wn080+EG0O7jhTlowfgf/cqwYvBEbIwYixbbKJzJT8D12mDcn9Vb7Iyu64bHPweLNOTVCZYJw4eH48WX/2pPPP7YA3df74erVUNwKteGvYl5LsHnKf8u4PPcgSKVvSqkBpsiy9FiG4VTuTZcHRdmd8F+0UG4a6lsUClFNExrXhor4PN2X6EcWCLSkH9O9cXVcWE4nZeIA8nZ2B5TgnVDxxmmnukGRtVtGBXBrQ2rwpaoUuwZkY8j6Wk4WxDvFDw/PBwvLu6XxuqgiVna2dRDTLvENObKvaRrvBy8pARKaDycYDPBkpM5STiaMVKmJmjxSi3YvJDEzA1Hi1iCAStMEm0rGKSwKvfgi7QtUfaWaVqkUVrgaMZIuUD7pSRaQmk5lkw34qofkxJhzI8px/lNXLK8qEZNRfOb73uXxooE5eF4pyD6bEE8jqSnYc+IfGyJKsXasCrDAkxVy6G+N3kaet3QcdgeU4IDydk4nZeIq+PC8OdUX7TO6S7++7/tiifbfYUX+tJY06kCXvonywk39BYbO5r7/eq4MJzKtaHFNgqbIsuxKqQGi/wbMHeggNBmxaMqhN6bmCe+B6qG4O7r/YTDerUnnmz3xcPD8ZYTGvL3+zlYJLUXd8D9Wb1xvTYYZ/IT0GIbhY0RY7Fi8ET8R78y94IR9uvEuth47BmRj23RY/B9uPDj0YL8Ay2RT/B5Wh/z4i913F2Fz8uC6lyCz7dfG6CHz192EjdMW/oJ2KABM1fKBq3UAQ4befw7lYAZ/07lqWfNPch1GxdLo3C2IB4nspOlboMA2saIsTrwvFT7+3UGnq00G21RQKgpZ36zrQJnurFWU1484cVHjul7m48drx9WifXDKmU508aIsdgYMRabIsuxKbIcmyPLsDmyzHCDUj3pZ+mx9FxUjkWvpY6P8+sSh9McrlCaj8CKCqQ5RHGWjm5LKlrVczgD0dwR/V3YeGyMGCs/Q6TlOJGdjLMF8bhYGqXTckh3rlEamq59NE1gcO1T1ycuqWyUckK5ofNzsIDQ63uIAl8GoamY0BmE5rCAILSVFoj/vU/ro4fQH7DvpjWh1fg+XEyx7RmRj3Wx8e7rBOzXiaEdR8PmMQnpnpOR49WEwi7NKPvbVIzv8Som9tSvRWYPmOIAn+l9y+GzaYpfKRw0gs9P/9G/XfD5uaY2XUg9u6rbIPB8f1ZvWS5oBZ5P5yXiRHayBM8UDqG0M63dedrZVejMU85mwNkMNpsVwxqVw6olser5qnfbT7PnUl/TCFIbwWkzKG0EpI3S0c5gNE9F0z0OpaIphEMg+kR2Mk7nJVqDaK2s8P6s3hJEu6zlaEsa+jlME7QHQhs5oXUQWismdDaNtj2mRK7LVAg9W7nvmtjzVYzv8SrK/jYVhVopYbrnZNg8JmFox9Hu64T7eKbDDaDdxwtz0ILxP32LsX5YJXYnFIh0YdUQ3J3RV4zjf9NFlA6eSBUXl9szLR2rT3b44ekaLzxe0Al3Z/TFb9WhEj5vjBgrx++t4PN/9LXD56+0VPY+W64AZFVD7OP3VES2P1wkszVfraoKkOnT6424d6FIwL4dflK5cX9Wb/zREIBLZZE4npWCvYl52BxZhjWh1S6nnrnL7oNBYpSQdBs740bjUGomTucl4kpFOG42+uPem32EaoPA8+a+ePxzMB4ejsf9s7n2tJ6FZsM0XWvkVqREkYmP9FbzIJ2P9FxhHE7l2mQ6jyDJjphibIkq1S1UyQHHF6m8aMRoFM+sYEQ9zYpA+Cg3Jez44o0ca3zhtiWqVIJpKms6lpmKU7k2nCuM03kybzUPMvdkUsLSiVvWKhWt2yygFNjZXFGq8XOwuAkhEP1+F+GIbvTHlYpwnM5LxKHUTOlVXhVSgyXsffqGk/epmoZeE1qNzZFl2JuYh+NZKbhUFok/GgJEQaGm5Hiyw0/A3QtFsvCPe9W52ubOtTo8OJ0ldBdUQKppeK5WDcHpvETss+Vic2QZvmIQ2ur7gCD0yuBabIwYKyH0b9Wh4rtqgSiefLLDz9JRf+f2TDH9cCJVfC6+Ef+2d2f0xdWqITiZk4TdCQVYP6wS/+lb7F4wwn6d+N+RSdgeU4IN4RX4eki1YcrQqnTQrPCrvfD5/qzeApZ9xuAzwQaaHHGiLLKCZOpmkSwaPJVuL7/hEyT03apBAl4yaDXqyX2Da0KrsTK4VpYLmoFn1e/sasrWTPfA3cMEOMk/TGV4arpZ/d4l2KyOExNgJrBMQNlqumVXfCF2JxRgd0IB9ozI1517E/Pkqf4ZPYaew2zqhoA1gWoC1EZj5txryq9rHLxQ+eMcBlsIsqgwui1aFJ5OVz3RZiCaygpXBtdiTWi1pUdXpzLgJYUajNBd82giSCtv032+lE3ytnihVUUVTQZJiEAQ+jMBoe/P6v1cIHR7v6OWD56Ir4dUY0N4BbbHlOB/Rya5rxOwXyciO5ZgpGejhM9jGHwmNd1bTHFC6fJVmkZmY8RYbIseg13xhRI+n8xJajd8po0T046PdsJnl8rTFFDmcuqZdBvLtInEhUy38XYvCZ515YIm4JkCIweSs9FiG4XdCQU6zYZR2lldzxN0XmSwGTffAjj/3cdxUkR16nPQbAWVpzo5p/y766ez57KC1WZgmkNpVeNhBKTnG2ziLjKB0V+F1FimonfGjcbuhAK02EbJaVDyRBuBaF1ZoQaiKXxD/vQnS7Rid64pbEsamj5b7SzzdBVCm3UYmRUTugKhT+YkSQi9K74Q26LHYGPEWKwNq8IqZepv9oApspSwiUHoMQxCj/RsRGTHEvd1wn080+EG0O7jhTlowfhxgBj9PZaZKtQW0/qL0XZKFZoAHQedBQM6997sg2s1ITidlygTjxw+GxUOEmx6t38zFms+6i1Rpdhny8WZ/AQJm+TY/ZZ+9gIyg7JBFYrdP5srihG39MPT1Z465cb5olgcTsvAzrjR+D68EiuDa7GIKQ7MUs+qboOSpWvDqqRu42ROEi6VReJGfSDuvt5PFL6R45klniV4ZrDEJYB5c5r1GKt280YpZ9VDSsCZ0s0HkrOxNzEPP8UWyQXq+mGVcmG6gt2M0434Ryz94KzUydlonSujcGYLO4LWtKhb5N8gIQm5Mr8eIprVaQH3U2wR9ibmyRvzkzlJEkirvkyZjv5MgdFG4/5OPN269DD/d9RAtExEa47oh/O64u7r/XCjPhCXyiJxMidJajnWhlXJpL6q5TBLQ9N7dpGmiPk+XGyWHE7LwPmiWL2SY7Wn/fN2Ntdys0dXTkifN03HQ5tSZ/ITsM+Wiy1RpVgdOgGL/RukU83oe4EXE64MrpUTEafzEnGtJgT33uyj3zAz0IYYbphp0xqPPvTC7Wn9caUiHMcyU/FTbBE+Dsh3Lxhhv058EZaGTZHlWBtWhZXBtfiU+fDUEXdXwM7fNbDzwaDJWKTAZ+5ZNYXPtIHH4fPeUDscM5lOaLMmwEi5wcc8v+liL00zSj2PC8PF0ihZMngoNRMttlHYGTcaW4fbdRurtHTNkoBJWGjieObg2Vmiti2FdxxmUspZ/R612ujjsJlAM0FmAswEl3cnFGBvYh5abKOwz5aL/Uk5OJCcjYMpWTiYkoVDqZk4nJaBw2kZOJKehiPpaYYdAepJP0uPPZSaKZ/zQHI29iflYJ8tFy22UdibmCdBNaUACcjQFM/GiLE6KO1so5VfB9V0tAqjXU1Fm/0bGoFo7oheqIHoZRrYIy3H1uGl2Bk3Gi22UTiUmilLCi+WRuHquDDzNPQKUfCs0xkYKTnaqbdRJwzkJg8v7SUI/X4XpxB6S5QeQi/SpjTmDhRTGq5AaFURRJ7iTwMmYWVwLdaGVWFTZDm+CEtzXydgv05EdxyDLK8mFGjwubL7q6jtKf5eqReFlw6SX3ttWJV8j/LEvuF6TIHPDkWaDD4/bhnqUsH0s8Axfs0wLU3TAFnrP5Ocp5413YbsXmG6jTvTffDnVF87eK4aIqcUjcAz+Z13JxRIzQZ9x3G3M/9+c3UCxJUC1zecwGYzyGwGj5v+hacrwNoITBtBaSMgbZWOdjZRZHS9/T68Ul5rSc9BIJpPfqogmpcV/tEQgD+n+gotoaLleLKoo13L4SQN3frPJPtnzKTU00hX+MybPCYQmj5fRhBaV0yoQGh+P6xOqG0Ir5AQmpduU/BnWh/xPVfb81VUdhcQuqBLM7K8mhDdcYz7OuE+nulwA2j38cIctGD8X6Hihu1iaRRuNQ/Cw3mihVyWexmMtN9/+IkcuW89kSq+6L/tiieLOuLeTG9crw3G2YJ4mXTkzlcr+EyQieDz/qQcnMlPwLWaEJF01Mbtyfl6/1yBrnjMUgvQMlQAvRViUXf7tQFSubE/KQfbosdgbVgVlgXV4RM/MV5jlSalxTSNEX4eWI/VoROkW/dwWgbOFsTjWk0Ibk/rL7QGizqKi+CG3tLxzMGzVXLWCIxQ2tksMfT4Yw9RfqUBkd/rgqR/9HReIo5lpsoknpF/VE3j0Q02L2iyGj1WfZhGC8u2LAjVhSBfABqNjvNiLA5UeErMzJt5IDkbxzJTcTovUXozf68Lst+gz+muh9FKAlOXija4MTdNsjMQLR3RG3qLf9NFHdE6pztuT+uPazUhOFsQj8NpGdJVvjp0Aj4PrJfjYWYlhTy1P1vTxSwLqsPasCpsix6D/Uk5Uslx+7UBYtNnRUc8/dHbXk5opbvRCknvnyuwO+FJyzOjL67VhOBMfgL2J+VICO1sMoIKSckJT5MRZwvicb02GPdmeovP17ddhbv6RKr8Henv3aGUkMpSV3TEw3ldcat5EC6WRuFwWgb+V2iGe8EI+3Xi0+AsCUrVxbdVyReHz0aj7dyvqpZ8WcLnxdrnTlMESPislaURfHbVUevyRAlt7q3vIa5FfKLk7V661LNRokZ1C1LqmTb0PtJu8NVywbaCZ9XtTEBNLbejpLMKnRezzTsz4GxWlkSOfoLMBJgJKlPJLC+XpYLZM/kJOFsQL4tmzxXG4XxRrNOTfpYeeyY/QRbf8vJbKr0lWE2AmuA07yywKuMyA9KLTWA0T0ZzZ7QKoo1S0c5AtFpW+J7270gbsDwNrbp11YQpT0M/eLuXfgJotafU3DjoqCwmgFx2rHMIrampJIT+oae4Bi52HUKTu3Mpg9CqKsgMQqslqUbQ9Luw8fg0OMt9nYD9OhHfqUyWDlZ0n4oJL4m/U1pvcJi/RHtvfj2kWpbN0gYJ6WLU6TRT+Ezecp581hKa7YHPzpQbriQzqexbV5Z2IMox9cxLBpexksH3u6B1Tndd6vlmo79pF4sVeCZFnplmYwVTD3GnsxF0bitwVmFze+8H+Pfgv+p8lvsRo3sSV4G0GYwmZzSBaHXSSJ3y3BY9xhJEm3bjaD51SkO3zukuvvtJy8HT0Ou6OaahD/x/7L1rUFRn+q6/P0x5iNFSRx0kqEGCEESkBWkB5SRyjKCAQABFCUZCNPrzp5NojH/dltGcLNxuk1hGyxjLxIll4kRLo0UsjZZh0EGNh/KElgc8BYMgiPjh/n941/OuZ729VncjZvbeqV5V68NMoMGm1+l67+e6w43lnlTe7sakQXu90G5BaFZMaIDQWjGhGYRWp4BJk8YDA9/ZRBhrU1CJoZSQpmve8hLnu6l/fQsFvfRSwqguHqWfZ+vY5gHQnu1Ps9EN4zcjR+Ny1ij8NmMIWpb0FheaH7zQWmXTAa8Kn2nUnnyqO3qjbW0nNC/qK0u9quNSsSc8V47ZE3y2KhxbPHCmdL0SfJZw6e3+YiSUu15rswy/m1vFaOtFkrRhzkBczx+BM6lxODJmPHaF5WNL8FSsHfI6VvqKiwlPkFqlnt/XRgg3Mp9uVWwazqbF4nr+CPw2YwiaF/UVv/vGzuJ9qvRDa3U4ms+nGFQbZnDSAJ4JirCUkAFQbu2GJ+u1EXAt6UzQmca/+aouXVBV7+jnAdOx2n8GPvHTH6CXaA9t7zAYYuW3dOa4fNa72Y2jldeUbv7eZWPLK33Fg9BqkyIn8mceiJxoSOPQ2LKE0ZSMXtVFHDtbuxkWGAxpTOXh3OpvzdUczedTRKq90k88/G/sjMeruqB5UV/8NmMIruePwNm0WFTFpklv+caXX8Nq/xl439d5Gpo+y+8NmImVvuVYO+R1bAmeil1h+TgyZjzOpMbhev4INMwZKBam1rtX+ClB772ZuvaG3PCrxIQELVIRhCY3vFUSepaXDqFJz7MnPBfVcal6aeqivmK6YEdv6a1X09r8d3t4KVOoQn7wwpP1ndCypDd+mzEEl7NG4ZuRoz03jNCvExUB6RLmVLxUJscPFz4lfF7pKyZGOHzeHZaHA5ETURWbhlPJCc7h88bOzuEzK0hrNwhj8Ln5fIqeqFGLBteyRb4FXvpDjJJ6PhafIqdK9oTrDzE89Uzn22Uviod7M8ezu9oGZ2nndy2gc4UCnfmDrlniinso6WGXlyJxyExwmaDy5axRqM2240pOBK7lheF6/ghczx+BGwU23CwMRV1RiNinDEPdlGG4VRzscqevpe+9WRiKGwU2+drX8sJwJScCtdl2CawvZkZJSM3hNC/p4mPratcBB9Ic5HAYXWEBo+l66k4q2tnf2cwRvXjgTLnoSqCP0tAE+2ix9ciY8TgWn2Kahm6YPUik4mixdW0nx4JCSphSZ0U7ywl5YMDhHscMQtO0gQWEPpWcgKrYNByInCjVNup562kgNDmL1fNWRUC65zoB/ToR0zXfUDrIr9009cKVS+TUps8jpfOtXOWmajQT+EyqGOoBMJRHdxA+u1uQJpUbWurZUJJmkXqWJYPLehpKwEm3cas4GDcLQ3EtL8xQAs4dzyp4pgU00mw4WzyrUJzOPOlsBZ3dBc6uQPN/AjD/EYDaDEq7A6TNYLSZpuMTP8frs5lukCaQyBPNQTR3RPOS9mt5YbhZGCqnC+7PHGwsaV/W07Gk0CQNTZ51mYa2UnI8o6JPBwhNi5facUcLPqZJaA6hmYrSqquDptb4/RvvQPmITddwxsFLCWO65nuuE56tQ5sHQHu2P81GN4x7xw1DfZk/Wpb2EoBptzdaq8MF4DUp83KWfObaDe58dgaVqHCQazdOjEvE1dxw1Jf7oWVJb3Hh06AS91Gr6UtL5cbmLgJ8LfDC3dJA1GbbDanndYGl+EhxPZupC1TwvCmoBDtCC1Fpz5ZFbjcKbKgv9xMO3Y+7ipTeD17C8XxytID6t0udFgsa0s70QEYlPdXhIj2hFdY9WScK65oX9UXDnIG4Nz0ANwtDUZttl8CZLp67w/KwI1RcPDlsNkvdUULLKnX3tIDY1bibO2N37QXcVukxSgRapccISm8NFtqO3WF58iGJgHRtth03C0PFA/ucgSI1tvJ58WBExZIH/KWio6k2SwdkTlLRBgft7VI8vJQpQNjPQeJvv7kLHn/cFQ8X9kN9uZ/0Q1fHpaLSLrzupJLhINpMJcPd0B8NfgPrlDR0bbYdd0sD0bTAS4B2rsBRlBymUwiad1kuVn0mYG99uR+u5objxLhEg46DigldLVaRE9qg43CShDYtT63NEueJ3d4CQi/thfoyf+wdN8xzwwj9OrHCb8Izg89m2o29I3NxKDoTx+JTcCY1DpezRqGuKAS/zRgi0phUOPiZnnxuq/TTU5ikAmhn2aBpKZqWXGs5k+CYeuau52U9BQTTlEb04GIGnneH5RnSM1QwSOCZzr3v+FinY52lnd2BzqQpUhVFlKwye5jlqSoqduWlRyeTxuJ0SjzOpsXKMd/abDuu5objWl6YGPfVYPLtaUNxpyQId0sD8duMIagv80d9uR/uzxyM32f5omH2ILHPGYgHcwfgwdwBaJznY9zne+u78t/oexrmDJSv9fssX9yfORj15X6oL/PHbzOG4G5pIO6UBInSLg1a3yiw4VpeGK7mhqM22y7H2c+mxeJ0SrwE05SWpgJeNV2oQh5KFqrKqvfZYsPTwGirvz1d095h1zQC0VRUyFOndE0zBdFThkkF1cOF/fSF1nVs6oenoan08xkehw8vZerTB5V+ehL6M72Y8MHcAeL4KwrB5axROJMah2PxKTgUnenghO5IEtoMQq/wm+C5TkC/TiR2e9UUPqvJ5y+0xX6efOZFma60G22rRVpYqtB+8NJBGHM+y88j6QBMitGepQrANPVM4LnST1xH3ATP5HmmgsGbhaG4mhtuUG2cGJcoF8uoWFDVbFi5nZ1BZ7OCVRU4c52Gu7D5/zRA/k/BaVdQmms7rIC0qsRyB0bzVDTXc/DCwmPxKTgxLtGg5riaG46bhaGyqJD80G6D6D0+YkGSCj+dpaGfgfrGtPCTtDfaMcid0HLhhyYONovAkDMntJqE5sGt72zimvLFy685JKHNIHRit1c91wnP1qHNA6A9259moxvGQ9m+enLw+z54fHS4gEpa2ZgDtNFKxh4fCTYkn++WBspEI9duWI3Vc/i8msHnqtg0S/jMR/8t/bP0+3Hlxsrn0TjPR2oLjsWnYHdYniH1bAXoVF0B6TaovO3w6AycSk7AlZwI4c0lz/NnnaSTVqo26qZK8OgUPPMkUG0WWn6NFSu5+331B7C1egqovtwPt4qDcTU3HOfHj8GJcYkG6Lx9eJHhYrlKg0g8becMergDdstNbrbcKe3gfme+m3mizTxy6k2vszIu9Xe3enhXU2Sk7aCHJkprEow+MS4R58ePwdXccNwqDpYLEK0ruovjioDZfl88PjocLb/GGkG0RSraAKLvz0Nj3VRdzaE519s+0/3Qd0qCcCUnAqeSE3B4dIYs01S1HKpWRl1g4Wno3WF5OBafInUyjfN89BJQUnIoJaAOHnauwrGA0FzHsdoNCL1E0XHQxMTd0kBjEvpIsPz91MU0Kid9eDFdnC++7yPPZ4eyfT03jNCvE0t8sw3whs4Zc/rrxx0/vpwln7l2w8z5fDlrFG4WhjqFz09+HOgUPj+tcsMAvfhiH0s9q65nUhvVZtsNLeq8wIZa1L94+TV8qnieCea7Um24C565koEriGjaY62ScuaFrWYPrWblRufSY2SKipLM5Ja8PW0o7pYG4t70ANSX+euAWQPLjfN80PR2fzQt8MLDhf3QvKgvmhf3QfPiPmhZ0hstS3uhZWkvPFrWU+zLe7jeta+l721Z0lu+ZvOivni4sB+aFnih6e3+ElY3zBmoA+oyf9ybHoC7pYESTBOUvpITIdOGlJZWy72cwZ+twcWGdDR5o3nqnfui1eR7ez8L6ueAFxVWvFSGT7Vr2VeaRsKs+O1ceoxcXDWop8gNraahaZGVH49PqeRwBqENOg4TCH2zMBSXs0aZOqG5jsNZElo9j735N/08ttBnlmERbYmnrBaAfp1Ieb4Axb3F9ZrfU6jJZ65cMks+O9NuOBQOcvhcZXN0PivwuSNlgw6pZ15SSwoAlno2uJ6pZPCb7ua6jSW98XBhPzTO88Hvs3xRX+YvPc9UMEiJZ67aoMWwSnu27G2xAs+8UFBVbFgVqboDnf9vA87/t/0OKpB2F0ZbFQKr/QyfB0x3CqL3jtRL2I+MGW9Qc1AiWhYVan7o+jJ/MXUwzwcPF/YTx5+ZluOb7rKk0NQNfT5FHou8tPYPOR41CO1QTMinD+h+zkkxIddxWCWhabrGLAlNLGG6BqFTni/wXCc8W4c2D4D2bH+ajW4Yq6b1FaNsWmLQbGydF3hJWLOzH56sM46tW2k33B2nJ4hkgM/f9xEQSYHPTiHXkWDx+zHlRl1RCM6lx8jysy+133H5i+VY6GPuyqXCtoU+s2TJ4MaXX3NIPd8sDMX9mYPRvLiPeC9Z6rn53DhxE6y5qq1AIwchjXVT5UPX46PDxUPX9p5Cv1AhkneN871RX+aPuinDDKOnagkPX6F9nz10mcEOZ9DWCnhY+ZedFW5QWSCt6lvt9DX0Pa6KT8w81O4Cdfq3mz3EEzz8vl3+AAAgAElEQVR739cxwcMBGlcH1E0RkwWN871FcqxC07Bs7ym0ARqIfngpU1+Y0D4fThcm7s0UagCCuZSGruiC5sV9cH/mYNwsDHVIQ29kJYULtcI49bgktzl93lf7z8CX2rH5S0w6zqXHCC80V3Ls7Gd6fDosDqnH5/d9DBCa6zjc0fZY6TgMOqF12u9Hi2pKKaGqE6KJjscVXVA1ra/nhhH6dWLhwEmGG+y/v/D0yUFyqKraDXI+GyYKCD6v7eRQONhR+Gym3DD4ng/460WDG/QHlebFfdA4z8fgeqakzPGEZFPdhpp65hMn5NB2pdqwAs9cM2RWSsc1Q/SQSmoNnnS2SkpRwpkD5+v5I4QuQ3tYJdhsAM3zvdG0wEsC5pYlvSVQbl3RHa0rnxepqo+74vEqcQ5rW91Z7Gs6oW0t2z9zsvOvW9NJvsbjCjH59Pjjrmj9sJv4eSu6S2AtIfWivmha4IXG+d4GME1QmiDQzcJQCYL4+PvplHinSURKRpOqg8MgAtFmpZNcd9VeEM0XJHgamq5hZmloruUgGHhpQqTBDd04z0cckwQCN3TSCwoP+Dv1QrdHh2MFoR2KCdfqEJpPgJETWtVxkMP+aSc5eIHqR4PfwMKBnnIpQL9OjO9RiNf6iPeM7p1V3/+XbOGj0p7tVANjqd1ghYMEvUzhMyuifRrYxe/BnPmeedGgTF1y1/POfuLeb8tzQiPDSwYtUs+k2+CpZ67asALP24cXuQWeuWJD7XThExlm99McOv+RsLcj5YHtmar8TyhBzH5ns8AOD+vwVLTqizYrCjYD0VyfpYJoruZQ09C3ioOdpqFlSeHGzuJzvb2nrsHhbmh+TJIizYmSw5UX2i0IbVJMSNNsskBaLSY003FY6NQq7dkyWPClSc8APWOV/+0tvNbnLYzvUei5Tni2Dm0eAO3Z/jQb3TD+e64o9mur9EPLr7FSb+EAn7VRejmuvqETHi3rifpyP1zJiUBNYhL2RUzC1uBil2P0VoViFzKicackyBo+W43535/nMOb/ZJ34/X6f5YsbBTaD7/mrodOwSitFpEQoPXRY+XE/ZX7cQ9GZOJk0FldyInC3NBCN873RuqK7uDHe3lOMhmupZyqho4cvZwlXUi3IB609PuIiuUGkJFqW9MaDuQNwb3oAbhTYcDEzCqeSE3BkzHjst+dgp60AXw8Teo1PtaTz+766w5na31XI4Q5w5kD2HZMbIqvyDLopWhdYivXauNhGbd8UVIJNQSX4cug0h53+G33tF9oo8zqlodsqycFvqLm72ixd6OrfT5CHHj6XaA/yq7Q02caXX8PXw4qx01aA/fYcHBkzHqeSE3AxMwo3Cmy4Nz0AD+YOQMuS3mKEeUMn8Xfd42MAaVzNYZWQp2ORkrutx+1itHN7T6FjWdEdjfO9cbc0EFdyInAyaSwORWdKz/mnbnjOKfG/VCsF/WroNIMX+kaBDb/P8sWjZeJnOuhxGOhVJxSsIPSdkiBcyIh2u7hU1fdsDS7GvohJqElMwpWcCNSX+4nfb4OuFVLVPYbFqxuT0fJrrHgvtzyHf8/t6rlhhH6dmD8gz1C2Mrf/LEv4TFMjrgq8aIqAFm7oeLlbGmjQ2ZjB50c1UU8Nnx18z9w5q/qetzwn3PoVXfBoeQ9L5QYVulLJIHfrq6lnM88zPdg/LXjmbmc6F1OZID2U8gdSKl11Bp3PpcfgYmYUarPt0hVpAM7lfhI4c9hMoLl1RXcdMBNcXiOg8ZN1WoJqg/YAu0nbN4uuhydbnhMKI9q/6W6986+j793cRX/NjRooXS9+bttnOqh+XMEA9YruOphmUFoC6XI/ByB9LS8Mtdl2XMyMwrn0GJcweqetwACICA5ReSFdw7gr+mlBNH1OzPzQahqadx9QSSEV8VoqOZaLxbon67VxbDMvtImTnY7Rp4HQBic0h9BMQ0ZOaLo/qopNk9Ng7hSpWp3TZrH7AFJKzB/gKZcC9OvExJ6FKOsn7hf5uZ8WHmnBY6etAHtH5jotfL4/c7C+4KHB57bPnBQO/gHwmfueDeP+iu/ZLeXGZnHv17ZWSz2vfB4tS3uZp56LQnA9fwRqs+2G1POx+BRTxzM/r6iLXFbg2UyzYRXiUJPOzxLUtgcq8+K/Z723B1b/UTBaTUZbhXtUPYczEE2FhXTdN3NEH4tPMaSha7PtIg1dFGKehl7aS5SArhLn3ycb2KKQKyWHhReaa3FceaE7CqFVJ7TU4BCEnueD+zMHy+m2KzkRcgGoOi4Vh0dnYO/IXPnMvSmoRC5s8mvKnP7i7z2xpwdAe7aObR4A7dn+NBvdMJ74n38RPtfjdvGwUD/HNCVI4OjJjwPxZJNIgjXMHoTr+SNwMmksKu3Z2BYyBZ8OeR3LXyzHOz7Ox+dXafB5V1i+hM+3pw1F09v9de2Gm/C56dqrAh4dDBQAeK2erLyWF4ZTyQk4FJ2JnbYCbAoqQYXmpaZ0JQdwqnLjE783sD6wFN+GTJZO3HPpMYbUc9tqbQV4t7cAilTQppQkOnP8StUGB8/rRclV8+I+aJg9CHdKgnAtLwznx49BTWISDo/OwL6ISQ5FO9xx6C50NgOu3CHKQbPqEDUrxeDFVTttBbIcY094LvaOFF7RfRGTsN+eg/32HFTas+VO/x99zd6RudgTnivLVHbaCgwFUFalKmbOTV6oOL8D7w1PRtPDPC9U2xcxCYdHZ6AmMQnnx4/Btbww3CkJQsPsQSIp/3FX8eCugGip5rBwhDuU/FHR5pFgsTC05Tm0re5sSEOfS4+RzvNvQyZjfWApPvFzruSgKYXFA2eiQvMt77QV4FB0Jk4lJ+BaXpg+qbBWW3g5GCj+DVo5oVsQWtNxNL3dH7enDZUQeldYPr7UFoqcaXze0dLanw55HdtCpqDSno2TSWNFeeLsQUIXsqkznvw40OFcYlhgq5+Dpqu5aD1ux5M9PjjxP//iuWGEfp2Y/UK+A6hxlhac21+Hz+T+/HTI69gUVIJtIVOwKywfP43Kwi8x6TiZNBYXM6NwPX+EsXBw5fNi1HNTZwf4bChxdQM+q2WDhocUpfBMJmQ0x74sdnWi3FD9gFQy6Cz1TKP/rlLP9KDqDnimQkGu2fhq6DRsC5kiU1D84dPKCSnHcYtCpBeSHkIp3fxwYT+RbF7aS6Sa6YGUg2aCzBwuf9NdnPe29xR/1x29xUPrzn4C+v/gJc5lu73FtdDdnb6HXmNnP/G69DO29xQ/95vuRkitwWkDmNYA0aPlPdCytBeaF/cRoEhLSfOE9O1pQyUwupITYelo5dCI0orbQqZIVzTpOSrYNcsViC43uW5ZpaFVN7SahuYlhdzL60zJYfBCUwHvfl/zYlANBroqJ3QGoR2KCXf0FgBhjYDQvJjwev4IXMyMwsmksfglJh0/jcrCrrB8bAuZgk1BJfiUuTvp3OZsYY1PddC5bfYLnnIpQL9O5PQqlJ0S3PtMC/W8dJAmX04mjTV8vu6UBOlp+0V9xULHKgaftcS9AT7XRDnCZ8VD3mH43LTU6JqtmyqTzxw+y5Tlbm+jcmOdptz4uCseLe/hUDJIqecbBTaZeqZFLUo9t2e6wl3wbKbZUKcHnyV0dgaaVSj8lrJTqZ/ZTioLZ7uz71d/litA/Ue+H86mTN/pAIh2NvVEaWhafKY09I0CmyENbSgpXN5DFNSu6aQXgpKSQyso5Mdoy5kEmYRurJtq1OOwBcoOQ2jmZTdAaHaMSgitHZ9tn2n3est7oHlRXznldqckyHC/dzJprJys4aWEFPxSfdBveb2FnF4eAO3ZOrZ5ALRn+9NsEkD/r55iRP1SpgGYmnpSjwTjyVaRaGqc54O6ohCcTonHwagJ2D68COsCS7HSV4z4U6p4ugaMyv+mF4h94veGQ4HYreJgNM73Fg8zqvPZHfh8wF9oRNZ0QvPiPqgv88eVnAicGJeIA5ETsSO0EF+8/JoEb2ZAy0xBsCmoBN/ZCnEgciJqEpNwOWuU7sJVUs+UyiOA2NTygXWKtfE9MfZ9NVcARFJtcPC8qC8aZg/C7WlDcSUnAmfTYnEsPkVqNmikdK3JgxSHRKrX0F3gTCPcapJO9YaalVWRO7QqNg3H4lNwPCEZJ8Yl4mTSWJxKTsDplHicTonHmdQ4nEmNw9m0WLnT/0dfcyo5ASeTxuLEuEQcT0jGsfgUVMWmSfemWRmU6t80S5qRf7W9QJq/b/xhlJfskGKA9BzH4lNwNi0WV3IicHvaUAGiF/U1gmhSc5xJEA/td8rkA7tZel6moamksCbKMQ2tuc8vZ41CTWISDkROxHc2vaDQlYKGFow+8XsDX2j6mQORE3FiXKJIGpf5i0WYNeLf0HbAv30QWptYeLyqCxrne+NWcbBDkeknfm/IItPyv+nnFEprL/SZhZW+5VgXWIrtw4twMGoCTqfEo64oBI3zfMR7vLUbHh8Jdu63vzcTDy9l4vHR4Tjxv3p6bhihXyfe7J/vdFRd9aVSSpBG1deySQFKWZI//UJGtFyg+X2Wr+5PJ/i8vadYpPk5yAi1OgifG+umyrKa1uN28Vkkx+yW58QxpPmeG+d74/7MwZbKjUp7tsG3v9FF6lmFiK5Sz6rj2axYkMDzek2tQKlWKpvbb89xGL3lD5scOt8pCcJvM4aI8dvZg4S3eYGXBM4y3UzAea32ALpRAc0Emb/vo4PlPT4CHu33RVulH9oO+Iv9YCAe/xwk9iPBYj863P2dvkd7jbaDgfprV/oJKPTjQB1W/+ClA+rtPY1geqMGjNYyIK2lpAlINy3wQuM8HzTMHoT7MwfjtxlDDOlFgtEqRKLR+f32HFlOSWn5TUElWG8ConlhoeqIbk8amhZPrdLQG5WeA1IkmCk57s8cjMb53tIL/WSdloTWHO2Pfw5C63G7XgZXN7XDENqwWPRzkPhbbu+pQ2itF+P3Wb5ywf5CRrTsxaDpBJoUWzvkdakWoukOK6+9CqEX+szCm/09ABrQrxMFfy009T5zZRkvvjwxLhFn02JxOWsUbhTYhOqlzB8P5g7Qiy8/7irOLxs1uEUJywP+Im3PwZYKn5XUfYfgc8MCY9HZ1VyZfOa+5yc/DtTLzrZ2k8oNQ9Hgor5iumL2IMvUM7nm+QKWmeeZ3+Nyx7wZeLbyO3M4a6XYeBbpZmflfCpgVuExqSnUPpmO7OprOgPWZnDaWVK6I++X+h7x98SZJ9oKRFNIyKzzgbQcfEGauh6s0tANswcJNc6ivo4FhRs7i8+9Vg5KC0XSC01J6Ku5xoJQ5Xh9WghtVg5KEJoWih4fHS6YAU0ofNNdHKdrtQUirWD6wdwBqC/zx+1pQ3GjwIbLWaNwNi0WJ8YlGgqmufLSzAdd8FcPgPZsHds8ANqz/Wk2umGs2TzY4H02gzJNtVlCvfGDF9pWd0bTAi/cKg7GufQYHB6dge9sAu5+MPgNvDtgphw74fB5bn9xofxosABZO20FODw6Q3hlpwwT8PljoQNpD3x+dHK0gG7fdEfb6s54uLAf7k0PQG22HTWJSai0Z8vU50eDjSDLDLapyo3dYXk4MmY8TqfEi9RnmT8eLuwnQPnmLo6p5/o5Em6pyVUzj29rlU08GG8XugCeeCbwfCY1DtVxqTgQOVEmePjDkzuN7mbQmcMMFTjTTcumoBJsDRbjWwSarcosCGao5VTSF1oUglvFwbg9bSjulAThTkkQ7pYGysIq2un/o6+5PW0obhUHo64oRHo4zcqhTqfEW5azEJjePrwIW4N1JyuVMqpAmo/GW8Fo/nCvlq1x6EaJzwORE1Edl4ozqXFGEE2J6A3aYsZ+X7RW2Uz94aZp6KalIsGrpqE3Cwfqw4X9UF/mj2t5YTidEo8jY8bLEk5VyWG2KEMLRx8N1qcBKu3ZqElMQm22HfemB+Dhwn5iEuCb7mIx5uTo9kHoLc+Jha353qibMkyeW3baCvDFy6/ho8Fv4L0BM6VXjUPoOf3fwrsDZuID7dzyna1QnltuFQejaYE4bz35wQut1eEiZW6y2MZ90DWbB3tuGKFfJ173etXp+UWFM3w6gIqnKP22L2ISjowZj5rEJJxLj8HV3HAJtJoWeIkS19WddWe6Bp8lzKJE5R8Bn2ms/zP9XNw4zwf1Zf6yGV1VbqhFg+udpJ5daYBU8GxWKmeWeP6UgWd6wOSajYNRE/BLTLqheIj0GjzpLKGzptWg8iGHhDOlmwk4b+2mj9/u7CdBs4TMBJc1qNxaZUNrdThaj9vRetyORzVReHRyNB6dHI2WX2P1/UyCYW8+N07u6n/j30ev9agmSv6M1upwMR5PsJogNcFpAtOUnP5HD/HvIiBNKWk1IU3lYZqug2A0T0aTpoMXiP0Sky5BNOk5CCgRiP7UIhHd3tJKs8+TVRqaSuJ4QaGq5LiWFyYKd8v8pSbh8cdd9aJQmlh41hCaJhb4cUsQeqNwfz9a3gNNC7zkgtHV3HCcS49BTWISjowZj30Rk2RqjY5VPjXmrg96/guz8LrXq57rBPTrxJQ+BabeZ/o87QrLx357Dg6PzsCx+BS5qME/Tw1zBqJpgRdalvbS05UbtIT9jt7m8Fkd7X8G8Pnho0+s4XNtlkG7IX3Pe3z00f4tzxmVG1rRIC1c/T7LV54nuOuZL1jRfSylnlXdBp+e+FTT0rkLnp25nZ8VdDZLNquw2Qwwu1NWvtDJ/q6W7ia1iNXenvJztYRR1ZM8azc2fw+tXNHugug1bFp1o4mOixaoD0ROlM91Zmnom4Wh8j6BlBxNC7yMBYWk5NjynK7KoWNWm4yRx2xtliWE5l0yHYXQZqocA4Te0VucXzboUwotS3uhaYEXGuYMNNz/UfjgWHwKDo/OwH57DnaF5cv7PzMf9JQ+nhJCz9axzQOgPdufZqMbxmPfhVt7n+/PQ9PVXDyqiZLqjebFfXBvegAuZkbJUXmeUnQFiNYHlmJHaCEORWfiTGoc6opC8GDuAJGg2fIc2vb7CpesReGgHJdX4PPjii5oWuCFu6WBuJw1CsfiU7DfnoNtIVPwecB0fKABLBWyqbqBjwa/gXWBpdgWMgX7IibJosG6ohA0zB6ER8t6ioesf/QQoPC43SH1zNOqque5sW6q7u494C8edDeKB1oz8Ez+QkrtfPHyaw4XN2epRPWhSX3wXGlSSrQ1uBg7QvVx7QOREw2eMFoZv5w1St6UkBv0txlDjG7QeT5oeru/GNdmZVQtS3vJQirLfVlPtCztZSiLeriwH5re7i+SZ8zNKdNnmpvzam64hNM8SXI05hUciJwox6B3hBYagDSBo5VOwJEVjFbTUfwh7AuW/iTvrSmIXqXBju/7iFInzSUuiwpNtBwGN7SWhm49bhdQ5R890PaZ8KE3zB6EuqIQWVC4L2IStoVMwTq2OGOmpeGLMx8MfgOfB0zHtpAp2G/PwbH4FFzOGoW7pYFoWuAlnKAqhGZaH7NiwpYzCeJ33fIcWj/shgdzB6CuKARnUuNwKDoTO0ILsT6w1OUCF5+uILXPxcwo3JsegObFfaSK41FNlICYZqWEmg/62HfhnhtG6NeJkn4FbnmfSb1BpYMEICj9tndkLg5FZ+J4QrKcCLhVHIz6cj99pL+CedJ3e4sRThU+mxwLLgFW43v6w0htlkiuVYeL1BpPUq7Vk8/c90weQBrBPBg1waDcIA/gai0Boy5ouZN6VkEhJZ54uaBZ4pmSTepCIaWajick43RKPM6PH2M4b5NewxI6U7JJTThTupmSzZRqpiQzgWYNMhNgJqjcfG4cms+noPl8Ch5eTMfDS5kiwVibJfarufp+7VXXO/967TXoNR9eTJc/S4JrgtQEqKvDJZim5LRMS1NSmlLSSkJaJhstYDRpOvh16fz4MTidEi9BNKUb1YXSL7UFDTM1BwElnmB0Z2FDTUPzBeiPBuuFlbygcO9IvWj3ZNJY6evlXmhKQretNU4utB0MRGt1uFikJwh9b6Z0f7brGObOdg1Ctx0MFAsH1JdRoStz6sv9cKs4WE6QHU9IxqHoTOwdqRc1EzCgUkJScbjjgy7p5wELgH6deO1vBaaFs9tCpjgsZpB6ifzi96YHoGH2IDS93V9MWXzYTYfPW57Tx/or/UTBmZqmZF5ZFWI9E/h8u1TC5+bzKaKslpLPZr7n9ebKjYY5A1Ff7oe7pYGomzLMdIFK1fZQ6lnVbazXOlHW+M+Q5wcz1YZaLPgswbO7CWcOnK1AswqXOUh+j5Wb832J9u9sz66+Br22GbhW4bQKpp0B6Weh7HAHRM9XQLSZmqOCTbLyKSnSclAaWtVzmS5YTxmGu6WBqC/3MxYUciXHegsvNCWhf40V02wEoUnT1EEI7XD8cl+7OrVwJFgcu6TLoUWjNdo94NJe4pidPUiUEmq9H6R2UkMI20KmmBbdvvY3z3XCs3Vs8wBoz/an2eiG8V/7ks29z2oxl6beqC/3Q222HcfiU7B3ZC6+0srCuNbC1Yj8gciJOJ0SjxsFNjTMGSg8rZu7SDjEgbgpfL6aq8Pnrd0kfL5TEoRLEyIlXPt6WLFMeL7L0pP8YUItXNuoaQZ+GpUllRt3SoJE0eCHYpzuyc5+onTt11jpzbZKPfPSuKbaLFFy9XOQeKjdLNJkLUt74cHcAbhTEoSrueE4mxaL6rhUCZ4pqcMvaGppjpliQ9VE0Ei81cgtPSAcjJqAozGv4HhCsiyHMb3xUEazDcVTFV2ET5PABaXlrIqmzEql1EIpLYUmR6PX6A//VCCljkab3ehTmcTxhGQcjXkFB6MmyBsIZyP0HEZbAX/uEaf3nT+QURKUQHR1XCrOpsXiam447pQEibLCpb1EAnRzFzz5wUuoB06OFsldVmrpNA19NVc4xX8OEgmEjaJxvXG+N+6UBEklx0+jsrAjtBAbX37NspjzdQZ532UTAl8PK5aLNJcmROJOSZAOobd20yG04pZ3gNA3JuuLXJtFsrBhzkDcKLDhdEo8DkROdKn44bqQCq04ce/IXByLT0Ftth315X5SxeGycLV+Dv61L9lzwwj9OlHct8At7zOpN9TSQa6joSmA2mw76opCRIpyvrdIvK3SSs2+6a7DZwav6CFFnQhob5mZAT7v9jbC55XPo3lxH1n4Sv6/s2mxqElMwtGYVwyjl9z/t0o7R/PzhZXr2ZlugyuR3htgnFBRVRscPNMD5OHRGYYUk+k5nEZpqVhIg86PP+6qazXWazCREs47ekvg3LbfV6SatGRza5VNwGYOmhlgNoDla6+i8cZkNNZNFeDodqnY75Tp+72Zjnv9HH03++/8+7XXpJ/ReGOyEVYTpNYANQfTrcftIi1NSekD/npK+gcv8T5QQnqTlo4mXYcGnCSMpmtRmb/ptYinHQ+PzpDASZ3Y4SCaT+zwz5mZQspqkcPMDb3sRXGt4gW7tCBN6oSjMa+gJjEJZ9NipbeXinabF/fRi0MJQivHcXvLQx0myMjdri4i7fYW5431Wmnz0l5onO+N+jJ/1BWFoDbbLqfJVI0ZLyV0p2iV3r/ivh6wAOjXiRlerzp4n9VFDO4Vv5ITgbqiEOkVl0qXlc+LeyAquKTPEYfPv8aawmdK1z8z+MzG+B3gMyWfzXzPqzu7VG5cywszLEhxTY9Z6llVytH54BM/xxJudxLPT6vZcJZyVov0VOBsBZpVwEyweKm2L3tR35e/WG7Y3/d1f1e/l78u/SwVVHNAbQamVSBtVuDY0XS0O55oNRGtlsR/4qffP6hKRas0NNd10QL2tbwwl0qOttWdzb3QWhJahdBW+pyOQmiH0lCC0PwYJgi9vacsnm5bLbquSMFG/R91RSG4khNh6P9QwwiqD3qGZ1LGs3Vw8wBoz/an2eiG8ZeDuebe59ulaD6fIgDW9p5CvfF2f1zPH4ET4xJRac/G18OKscZ/Bpa9+Cbmv+BeSdhPo7KMJWErhHtJFiHWZlnDZ1W7QfD57f64UxKEi5lRqI5Lxd6RudgaXIy1Q17H+77mjlvyPdPvt9p/Br4cOg3/HPGqsWitzF+4eis0aLrHR+gRzqfIlLaZo1dNazefGyc8z3t8REL0s054tLwHGud74970AFzLC8O59Bip2lDBM2/W5Q9GVmlnDoN4UZ6abNoTnit9fMfiU3A6JV56v8jJRwknucrNnV8cUnDvp5qM02BF28FA4zi2leeT+TzpeyQEsEqmbXnOAAMMzj2WPqGxxxsFNunbO50Sj2PxKdLrReUSasMxJc9dPaQStFUL2d43AdGk5jiXHoNreWG4Nz0AjfO9hYrgMw3G7fHB46PDdS0HA7qmnzstXdx8PgWtVTbxfm15Do8ruqB5UV+p5KCCzn+OeBVfDp0mvdDvsGPGzJH+vm851g55HVuDi7F3ZC6q41JxMTNKQOi3+ztCaGc6joYFQvOjFQA+2dgZrSu6G0pOfxqV5VbJ6fwXZmHZi29ijf8MfD2sGJX2bJwYl4jr+SNEwelqAUUe/xyE5vMpAlCZ+KB/OZjruWGEfp2Y3KfQEj6T95kraHjpII1eU+nU6ZR4XJoQiZuFofhtxhCx6LKkt1ggoDKzH7zEBICanNTgM//sPzV8JnDwjx5ifF8rMmte1BcP5g7AbzOGSO+f6nvmI5cEBrlyQ3X1unI9m+k22qNG4uC5Oi5VlgpyhyNPOz+YO0BfOFSTzhw607l8t7c4j5NOgzQaBJy1VLMBNjPIbIDLHCTfnyf2hgVib3xP7o1NS9u98++Xr0k/g4NrBqkNcJpDaS0tbQDSmue1rdJPXId2e+vXIAVG82Q0LYzywjHyiXPn64lxibJszApEu6OO4mloq8+cOhnFi3VJyUELHVyhoHqhyd9Lx3Lzor56gejGzvokAzuenwZC07WNILTDJMMBf3FPQOWhH3dFy5Le8li+WRiKSxMicTolXpZI0XHMSwlVpZnVotGbf3sLk/t43J6Afp2Y6Z3v1PtMix31TDEAACAASURBVBek3qDSwfszB0uVS+sKMdH4ZB1LUP7gJcotfw4SnyECV7zMTIPPVDpI9xnPCj7LIrOTo8XEBIErPsLPfc8rn0fL0l5yEUpVblzJiZCpZwpEmKWeqayUghFqybYZeOblgn8EeDaDzlYJZxU4q7BZhcwqVF6p7R8MFpD9I7Z/4vf0O38dem36WSqsVuG0GZR2BqR5Qrqjju32gGheVshBtFoiT0EkXlaspqEpkERp6Cs5EaZKjocL+4kJhpXPO3qhSaFDC0nV4Xh0crR1gehTQmh+PMvpt/vzDOWhciGpOlw8Z+73FdcPmmBYpx3HK7pLFdv9mYNlKSGpOMxCCaoPeqa3pyvAs3Vs8wBoz/an2SSArpohT+5qGVdrlU2kJ9d1kuqNM6lxsnTw84DpeN/XHAbN0pLFBIO2Bhdjvz0HNYlJuJobjvszB+PRMuE9frLbG63V4bIIkUMqp/B5lYDPt6cNxcXMKFTFpmFPeC62BE/FGhOQxh8eKM1JII18z0djXsHZtFjcLAzF77N8RRqVlBta0SAlUa28vOS4le8j6TZ29MaTDWK05+HCfqgv98PNwlBcyIjG8YRkHIyagF1h+fh6mCN4VmGnWdqZINBCLXVLKUR3kihqCYz08GluL7mavbGznkjRXJ+GJJw2di1Hrtm4tctRa3W3GqVmYOBRTZQ+Ps2TauTypBXtjSyVwlx85PfiJRPurGxTWmqJpkHhD6vOQPTfX3AE0V8PK8ausHwcjJqA4wnJuJARjZuFoagv9xOFbB8KN9mTHb11LYd2rHBHuqlvnJL3VFCoKTlalvbC77N8cbMwFGfTYnE05hXphaaFG5oaUJPQfOFmjf8MbAmeij3huaiKTcPFzCjcnjZUQOhVriG0PL7pWKkOF3+7DUIbcn/mYFzNDUdNYhL223OwNVhf9Pr7C+bnnXc0QP55wHRZSngmNU5XcazrhCc7+6G1ymZavvrw0Sf4pWqG54YRxnIpV95nOu+s1M6pvHSw0p6NX2LS5dj1jQIb7pYGomHOQAEdPuwmzrNbnsOTnf3QVumH1iqbSLldynRwxz41fP41Vnj3CVYRfNbOCw8X9kPDnIEy+UzAivv++Kglje+TcoP8vK7SqM5Sz7wgjiuSPg+YLh8Uyc9rBZ7pAZE32FNKyfCAuMoCOqvndjXhrAJnSjVz2EygWQHMEhg/XI7Gh8vR1PKB3B8++sSwN7eudntXv5e/Lv0sA6jmgJqDaQ1KU1raKZDWEpAO1xwVRq9SgJSWhrw3PQC3ioNxo8AmgZQzEE1lhRtZqS4po3jR5bP4/HElxzpN80IqBe7x5QtK96YHoGHOQL1IlFzuBBEP+BuP66eE0NzlbjiuK/3E32DLc2j7TNxrNS/ug4Y5A3G3NBA3CmxyfPqXmHRU2rMdSglXsuu6Kx+0p1xKbHSd+C+fPFPvc6U92/B5IfXG7WlDUV/up5cOLu8hzkmfaecjcsiST5yAFR/ddwKfXcEqS/isJSYt4fPPQXpqkkprCT4rvme+6MSnH9RFJ5rG40541fXsTLdBJaVm5YIdAc/tgc6qToMDZ55s5rBZhcwcLq96qQyrXipDhbav9p+B1f4zsEbZ1w553e1d/V56TfoZ9DM5pFbhNIfSalKaA2mu7XjWMNoViObwn0qLnWk5zNzQvEPiaMwrlovbpNDhi9sGL/Rn7NlRW9Buq/QzHtNmENpEp/M0x7UDhGYqHX5MP/lxoO5w36Qfz4+W99BLCcv9ZLfAxcwow/2hGk6g+8P/8snzXCc8W4c2D4D2bH+aTSo4jv2Xo/f52qtiJF5LIz5a3gP15X64khOBI2PGy2IwKyery3H4Mn+0LOltCYLcgs8VOny+kBFtCZ/NVAJz+r9l8NlylcCFjGjcKg4WXuoV3QX4+76PUG7wokHt9zRNn2qu5+bzKXoh3JbnhG5jSW80zB6EW8XBuDQhEieTxuLw6AzsCc/FtpAp0vG8koFnK7BJAIinndXmcRqfpfF3B4djUQjuTQ/A77N8hXtPG3+UCRQan1KKJFqrbKJM4tdYCSIsU28cRFik3Sx3sxSbAgoM6TUCBb/GCjjNIIEsiGFjkjKpsqQ3mt7uj99n+YoHBW3MSnW+7gnPlWP3auMxT0U7+3vN6f+WBNHkyf1CKyvcE56Lw6MzcDJpLC5NiMSt4mA0zB6EliW9xcP8ludk8aVM4TOoq34eGx8uNxYU/hwkbgA3dELriu54MHcAbhUH40JGtEFdw73pZgs4b3lZQ+gLGdE6hHYjCS1/T5OFr5YlvVFf5t8u7Y9aSrjTVoAjY8bjSk4E6sv98Gh5Dzl18agmyuF3amlbi38d+y/PDSP060T+XwtNAQxXzdDCyiqW8P/OVoj99hwcGTMeJ8Yl4vz4MbiWF4Y7JUFomD1IgCoa2d/cRbjP9/vi8dHhjpBKKS7rMHz+Rpzfqbjs4cJ+aJg9CHdLA3GzMBSXs0bJskFaiNppKzCdijBTbrjy8boqhSP49+mQ1/GF9nDIywWdgWeHZNJ8b0Pa2WFBkTyNFtCZzvPN51OsgTOHzQSaGWQ2g8p0vPGpCHXn5zSr3ep7+eubwWoVTstrDl1rLIC0XAjVxnhNYTT5YNUFUJaKptFes2SkGYjmZYVfaaP4lIZU/dBmpZfOlBy8XM9M2cWnp3baCuRCNpUTXs4ahZuFoWJhSTu2ZaHoBm2Sp4MQ2qFQVDm+Hx8dLt7/7/sIxZmm1KFj+05JEK7lheH8+DE4MS4RR8aMx357jqGUcJUyccZVZ+p7l+8B0AD068TfB+TKz8m2kCnYaStw8D7ze085XbfAS/j/P+4qrgUbtfvO7/uIyYuDgeKeUwNVDuVlDD5bfX7+EPjMy8tY2aCp79lCucHVO9RNwlPPvJB0tbbg9MFgYykp6Tb+aPDsDDpz4MyhsxVw/kABzSpgJmD8qaaL+DxgOtYFlsp9vbZ/8fJr7d7pe/nr0c/4VIHVHFBzME1Q2gpIc6c0B9LOYPQfCaLVokKu5aD7DNUNTWnofRGTLNVeXMlh5oV2KCekJPR/CELT9V5CaKVMVB7bVTahcvpxoDjvfCOms9vWah73ZT1laOm3GUMcnhG5D3qnrQDbQqbI+8S/D/BMVHq2jm0eAO3Z/jQb3TBW//sd3fvc+J5eCnbAH0+2dkPrh92kj/Vk0ljsDsvDpqASrHqpzLR00FUh2N3SQDQv6isuRt/3kSCNEsV08yiTxBp8li5qKhxU4PPusDx8NXSaTEdy+GymEKCywW9DJqPSno3jCcnS99z0dn8xDr65i0hnmyg3LP2792Ya/bvbe+LJOgH7Gud7425pIK7mhuNMahx+iUnHvohJ2D68CJuCSmQbOy/CmeXlCDL56CxP1HLn6rchk+XYIyWdzYqDTFMnBJy1UimHtnECzTT6aAEezKADBwLOoIMKDzhAcIAHFuBAQgO1sZzaj2m1WwPS6mq3WQEZJaNp3OrbkMkODkm+cGCVWOdqjiWaImWN/wxsCirB9uFF2BcxCb/EpONMahyu5objbmmg8JCv6C7AkaaRkB7yezNdesgNSo7d3niyuQsef9xVKmwuZ43C8YRkVNqz8W3IZFlOaKaw4RCaphy+GjoNu8PyzCG0VkzY8musBL5csyOPnztl+sLN933QtrYTmhf1xd3SQLeLT/k5aNVLZdgUVILdYXk4mTRW985/KDzjbQf89dJTLU3e0rYW1f9+x3PDCP06kdu70KXqh7s/vxo6zaF0kJyft4qDcX/mYAEdlvcQo/qbOouHkh8Hiqb0k6NF+SaDU87gsztwygw+P64Qx3vTAi/p+LtRYDOM6tPCE0Eq1ffsqqzUCvhZpZ65boMKBml6ZXdYniwXrIpNswTPDl5GOsfzciDyMv7gpZ/r3VhcdAWc6byvnvOdQWX6G/4RuzNYbXZtcXVdkWVk7ix6/jhQd0ZTgSGVk2nXGtUPawWiq2LTZFnh7rA8OZXDiwpXsQURV2loV0oOtaxY9UKTwosWtikJTdMNv8/ylce4LBZ1BaFNFpmcQmi+yHQxXXRsHAkW7/uO3uK6vqaTPMbvzxwsSwnPpcc4lBJ+NXSawd3pSrWV29sDoAH9OvHuoBzD52PvyFwciJxomLYjvdudkiBj8IGXDvJxfXYP6gCoqLTsPwGfq2zGUX2u3VDKBlXfMxWQXpoQiXPpMQ7KDbWAlKeeSbnDU89mnmcONjsKNK3Szs6gc3uAM8FmAs0qZOZgeePLr2FTUAk2BZXgy6HT8OXQafhK27cETzXsW4OLLXf1a+k16DXpZ2xUQLUZnF7DoHR7gbQzGG2Viu4IiHZWVEhTVrzUmJQcPA1tVWx8KjkB59JjcGlCpCw2dvBCq+WEXMfB1TpsgekPhdCsVNRwjPNnQ67V4aWELKh0pyRIahz51OyByIlyapbuF98dlOO5Tni2Dm0eAO3Z/jQb3TAeq3nXAH8eXkwXN/DM+3yrOBhn02JxKDoTW4OLsdp/Bpa2M314fvwYAaQWeBk9rOfGiYtM43uO8JkXIR7w1+GzVjhI2g2Cz6vZaL4ZfOYlal9oZYMHIifixLhEXMmJwG8zhgg4vlpcINv2++q6AwWQWzl3H15MFxqBHwfK37d5cR/cnzlY6jaOxafgp1FZ2GkrkA88H2lu4YVOHM9WTuHV/jMMicN9EZNweHQGjicky6IgnjZpXtRX9+xRyYvJzb5Vwzi5uVTYwCHDHw0XzIACgQQHiEAAwaQJ2fSmQyuhkP6vRX0Nq95USHY8IRmHR2dgX8QkQ4Jqtf8Mt5zd/O+50EcUYX40WAd4O20F+GlUFo7Fp0gtx/2Zg9G8uI+Euk9+HCj0NRfTLZ3kKuCVWpj9vuJzvrozmhf1xW8zhuBKTgROjEvEgciJ2BFaiC9efs20xJNDaFLtrFYgtHRCUzHhN90F8FUKADmEftD4nvDPnxtn9M8v8MLtaUNxfvyYdk1hLB0kfq+twcU4FJ2Js2mxuFUcbPRBHwnGw4vphmP8WM27nhtG6NeJnF6Fhs+tmff5AzZ5QQtg5DeXpYNThqG+3E84zpf1FJ+LjVpZ2R4fUbhZEyVGrK+9Kks3rZKRzxI+3ykJwvX8EXKsknz8NPVAXj/ue+bu3aeBfGbe3TXaCDv3PO8Ky5ejsL/EpEuP6oWMaFPwbNpKv6GTnnamiRZKIClJZ9OFRnb+twLOKmx2dg0we2j8o3dn1xIzKO0USGuTOOpCp0MymhKTNIFDqWjtwZaDq6a3+5uCaBrXr0lMkmqo/fYc7ArLd/BDk5bjaXzk6uIId5FzLzT3++4Jz5XHOekVrueP0AHjM4TQlpMOd8pE18b5FHFN/zlIvN/be+LJxs7iWF/WU5QSlvuhbsowQynhgciJckGZJpuo78HMB03vWU4vD4AG9OvEEt9sfKWVzlIAgvvCL02IlD56Kp+llKTL0kG6H7XwxP5H4TOp3Sj5rCUkaTGJTzVwvc7ZtFicTBqLY/EpBuUGFQ1+GzLZoWhwjeZ6Js2TmW7DyvP8tElaFTqr4NkKOpsBZ55uJuCsgmaCzBwwE1D+epjYt4VMwbaQKfg2ZDK+DZmM7cOLsH14EXaEFjrs39n03ey/0/fSa9Fr088iYK0C6o0mYFoF0vS3UoG0FYxWQfQf+XdU/dBcy0F/K1Jy8IJCmryigkJSchyLT8HJpLEGLzTvDpLTV1o5oZxw2MCO8/8ghLb0u2vPgy5LCckHrZXbUo8D+aCpJ4QCStuHF+GrodOwxDfbc53wbB3aPADas/1pNg6gZVlebZaApz944cl6Mf5+b3qATB7+c8SrsgTMzL9KiUgz/2pdUQga5/kILyyBKCV5aIDPPI19MFC4azUQxeHznvBcl/CZNBVcu/GdrRAHoyboZYPlfkJzsFbzPR/wF8qAq7lSudHcutoAPuUDkKo42NkPTzZ1xuOPu6Jxng/ulAShNtuOU8kJODw6A7vD8qTnedVLZVj2onjI+W9v98AzeVYJPG8LmYJdYfky7XwqOcHoWWXjsBI6b+0mxxt5sYtVqzhPmPALf3sAszuj1K729v4sFUwbXGBmrcjcBfZ9H/E+rddhFR/TJ5/kqeQEmYreFZaPbSFTJIgmn6Q7IPq/vcVN4bIX35Qag6+HFWN3WB4Oj87AqeQE1GbbcackSBxLH3cVydGd/UwVMU4/r1dzhdLmgL/4vK/VdBflfrKc8GDUBHxnKzToOEgv4gpCcyc0Qei21cLp2HYw0P1jnxaeVnVB4zwf1BWFWHro37Lw0FMJ6j9HvConMe5NDxAaoPWd8OQHL7RWhwu3u1bu6AHQYlMBtDPvM52PtgRPxT9HvGo4H/HSwcZ5PqJ0cJV2Lvqmu4ANBwPRetwuRqyv5kq3J5173B7L527YMwnW8FkbqVThM9du8IeI9Rrcs/I9O1NuONMc8JJYM90GpQiPxrwiU0fnx48xFMWq4Nlh7JU97BnSztroq+V0ixuLjs6uB/8nIPOzgNPq9cOdxU3LqRteWsZT0SrEUsf3GYimpNX58WNkevJozCsybWWm5VBLc93Vw/DPqpUXeo12rHPYyHUcphCaFpzMIDQVEyqud1e6HXlN19yeTVdz0XxunFhgPRgoIMI33cU1fFUXtCzpjcZ5PoZSQn79/ueIV7EleKrD9dvKB+0B0GKj68RyvwmWnvALGdG4mhuuT+DNHmSczuDeZ5PSQYd7UwU+814As3PPUxcOuoLPq8S1hJcNcre7VcnogciJUrmxI9SxaHAtU26Q65mnnp3pNtwFlu4U2qlpZ2fQmSs11IQzB84Em1XQTICZg+XvbIXYaSvAP0e8in+OeBW7wvKxKywfu8Py5L4nPNdh3zvS8f/bE55r+D56LXrtnbYCA7QmSE1wWgXTm4JKDEBaTUhzZYczGO1OKrq9aXZnIFrVclDZMXVOrNb+bmpB4Y5QXclxIHKiZekx757g5YSPlvW0vC9xC0K3s5iQX8/pGq4e81bPgIZSQmVCtnlRXzTMHiQnZK/mhhvK7NW+kOV+EzzXCc/Woc0DoD3bn2aTDujj841J4/2+eLJZPAhRAdjxhGTpXv1AG8k3g7wEodYOeR1fDytGpT0bJ5PG4nr+CH3sfXMXtO331X2wSgqypW2teQpyTSc8XNgPd0sDcWlCJKrjUg3OZ3fhM2k3Do/OwJnUONwosOH3Wb6iEHGdKHojmNd4Y7KpX9dQNKglStWSt0fLeqJhzkDcLAzF+fFjUB2Xiv32HOwILZS6jZW+YsRz/gvWjkEr8PwFK/g6GDUBx+JT9LQzSxm2LO0lQM86HTq37fc1pkoofWTh0+P/dnehr9V4s2U5lMluVk5lNdbdnt/PFEgzL5gEV7QaTk7Jrd2EN3pVF7Qs7eWQpjqbFotj8Sk4GDVBFhtxp7cztQp36s7XlAYrfcullmNHqHDpVsel4vz4MbhZGIqGOQPxaFlPh5JMSuybFRQaPOU3JuuLJjuEk/3Rsp74fZYvbhTYcCY1DodHZ0gdh7sQmjuhq+NScWlCJO6WBuLhwn4iiWky/cD/ljT9IL3vdE7SdEDX80fgZNJYVNqz8fWwYqwd8ro8/s1+r4U+s/DB4Deki/54QrIsQm1d0V2ek3gy+1/H53tuGGEE0Kp6Q/U+k/5n+/Aig/f5QkY0ruePcCgdlOckAlHV4WIRpTZLfC60xAs9aFjBZ7NisqbaLHEMV4dbw+e3+8tWcw6fuXZDLZMxg89PkyolcM+BHqWevx4mvP2k26CHvJNJY2Vh7PX8EbhVHCxBjmHU1ewBb2c/4XY+GCiKYintzJzOUq/h5qTLswbOf8SkzB8FpF3CaNJ0MGc0paIfHx2OtoOB4rzGi3I50FJG+X+bMQS3ioNxPX+ELMol7ySVH+0Oy8OO0ELpKF+nLJgQSH2atL6zckJaLOE6DhVC3585GE1v97eG0OzYNysctYLQsmSKEqy3S82Pfe3arZYSXs8fgQsZ0QYf9PbhRaZaLXURuayfB0DTRteJD/0zDEXXaucIOcIpGWnqfXZWOsiCESp8NlO2WMFnp2lIBT7LY1WFz2x6geCzWjbozPdMxaJcuWGWen6fKTfMUs9mgPJZgWdVscH1Gip05ilnUmrwhDMHzhw2q5CZ4DIHyfsiJmG/PQf77TmotGej0p6Nn0Zl4adRWTgQOdGwH4ya4LCrX0PfS69Fr70vYpIBXBOkVuE0h9IcSPOENCk7zHQdBKO5pkNVdDxLEG2l5eBp6CXs72qWhlaVHLwA2cwLrZYTSghtNpXFILTqe3cGodX7EWcQ2vTY50EkZ6WEJj5omnSgzhCzziBScXzon+G5Tni2Dm0eAO3Z/jQb3TBW/etN3bv6cxCe/EOkZBvn+eBmYShOJSfgp1FZEvRYOVd56eCW4KkS9FzJicD9mYMNxV+tx+0i4WZVRna7VPfA7hCp5ObFfXBvegAuZ41CdVwq9o50Dz7/t7eAeR8NfgPrA0uxfXgRDkROxNm0WB3iLe8hLoQ7+wkn9blxUmdgCfCsnLoVXdC8qC/qy/wlKDsUnYldYfnYGizK3Ui38Y6PecEgpQytyuq+HlaMXWH5cuzVabEXd6v+HKQnDKnExY0LurvpYstRZbU8UPNoyhJBi52+Rn6PWZmhk1FwV2Da1QMJL6loPW7Xb0jILemk4IjGeneF5TuAaGflkvxv/w7TcnweMB1bg8Xf/VB0plzYqS/zR/OivuKh3omz3HQBhT7D58aJY21nPzzZIHyZtHhyNi0WByInYvvwIqzXnNDvaWl9dyD03pECQl/OGoV70wPQvFh4nZ/s6K3732+XWpePXs1F63G7oRD1/szBuJITIRfGtgRPNZQSWvmgaWHsp1FZOJWcgJuFoSJJXtFFnPd+DpI++qp/vem5YYQRQKtAitL6Hw0WY/kbtSJN+oyS9/lqbjhuTxuK32f5mpcOVvoZR/E1AOUKPvPzcWPT0qeCz7enDcW1vDBcyIiWDw5cu/Elg89q2aAzpYE7Xl2u3CClwbchk/HPEa9iX8QkB93GpQmRouxHe6gzjLdagWdKPNNDnYnLXz7YkU9VOZ86Szk/K/2FqzLBp9ndmZ55mt/fLB1tCqPpmqeBLbWLwFB6ZJWsZI5oWZA7ZRiu5YXJsV+u5dgXMQn/HPEqvg2ZLJUxqpLjWXx+yVVOEPpLzflOOg4CjxcyonEtLwy3pw19KghN9yWuzgESQvPpB1LvVPqZlhL+PssXt6cNxdXccIMPmqaYNmq6HSoZ5ioOes88AFpsdJ2oCEiX6o2jMa+gJjEJZ9NicTlrlD6tUe6Hxnk+QgWnep+/7yPUQM5KB5WpvGeRgmwXfF7P4LOm3XgwdwDuzxwsyga145MWiqx8z6pyw6xoUFVuPKvUszPwbJV2Jqcz6TV40llNOZNSQwXOlGxWYTOHzASXOUw+FJ2Jw6MzcGTMeBwZMx5HY17B0ZhX8EtMutyrYtNc7vzr6TXoNQ+PzsCh6EwDtCZIzeG0CqUpKa0CaVJ2qOlonowmTQc5o61S0a5A9LNIQ6tKDrOCQlXJ4cwLLcsJpwzD3dJA3J85GA/mDjDqOKiT4hlA6PZOPximYZ2VEu7x0QNIzAfdvKgvGuf5oL7cT04pXc4ahbNpsahJTMLRmFekiqMiIN1znfBsHdo8ANqz/Wk2umH85Yg46bZW2URK6jNR+nWnJAjnx4/B4dEZ2BFaiHWBpVjpW475L5h7n98bYCwdrIpNw6UJkfhtxhAx6r5OG3WvsomEpqYJMINODy+m4/HR4QKIrdPUAGX+qM2241h8CvZFTMLW4GKs8Z+B5S/q4/dm8HnxQB0+k/P5VHIC6opC8GDuALSufF6AcQ3cPbyYLlOZZvDZoNygosHv++DJBvFgQ8qNy1mjcGJcokzUbNQA5PIXyy11G2bg+X0L8EyJ56u54bg3PQAP5g5wHGtXHuwcGuc1wKO681yBWrp4W40gU/KrqTZLpr+az41Dy5kEtPwaK8qaTo7Go5oo8SB+3O6w0397dHK0/J6WMwloPjdOT+3VZsnknrORcTMo7ezfKf+NCoyWyWgVbLHx3gdzB+De9ABczQ2XiWgzEK2WFaogWtVyLH9RfA42vvyaTJieGJcoizMb5/mIz/IGrdyTCgqZksMyxX+7VLjLaSFlY2e0rnweD+YOQF1RCE4lJ0gnNEHoxQOtIfQ7PkJ7sUZzL++LmIRj8SmozbajvsxfPx/s7IfHR4eLY85qMap+jnBWV9nE+62dD36bMQSXJkSiKjbNUEr4noUPev4Ls7DStxzrtPPA4dEZOD9+DO6UBAnv+2fi92mtsqGpNgu/HJnsuWGEsYRQVW+QOoLOT1uDi7HTVoBKe7ap97np7f6idHB1Z9elgyz96BZ4YunH5nPjxDFKI/j/6OHgfDaDz1QgQ9qNLcFT8XnAdKkyUOGzswSpmXJDLRqsYKVuVDK4JzxXelOPxafgVHKCwfNMaVLDSKs7aSIq8KIxdko704KeBnSsFvHaC2ytILNVySxNtvBJGb7zaRh1N/t6/npWpbdWcPppgLTVYqx8wNVKj2QqWnNFcxDtNGXJRvwptc/90KeSE3AsPkX6J6k08+thxbI0s8KioNBdJQcd+yqErtCmH7YET5U6DiqeM4XQqhP6Hz10BU91uASO7k5BGIIB3P9uVUq4WixkNr3d39QHXWnPxk5bAbYG69drUpmoKg5PCaHY6Drxv19Oc1BvXMyMwrW8MNwqDhaqICq/poUI1fus9pCopYPtgM/qZ8QBPpuVkTnTbpjAZ4JQd0sDUVcUIheHaErBzPf8na1QLhLRtAIVDZJyQy0atEo9PyvwPJ+lYd9TYOT7itOZJ505dKaU89Zgx4QzAec94Y6wWYXMBJerYtNQHZeKY/EpOBafguMJyahJTEJNYhJOjEuU+8mksYb9VHKC3NX/xr+PXut4QrL8GdVxqRJWE6DmcFqF0nvCsWlaUQAAIABJREFUcyWQVhPSW4OLDeloDqO5poOc0VzRwV3R7iainwZE84UHs4JCSreTkmNTUIlcLKdiZDMvNJUTXssLQ11RCO6WBhoWn1xBaKc6DrZYbgahnZ0HTCG0ch5w6AdSfNAUZKCy+voyf9wqDsa1vDDZIcJVHP/75TTPdcKzdWjzAGjP9qfZZAK6cjwenRwtbtA3iRvz+nI/1GbbUR2Xit1heQa4Y+Z9Xuijw53vbALunEuPwe1pQ/Wxey3xKMu+GHxWx+65h/rRsp6oL/fDlZwI1CQmYb89R6ax3YXPVDhIzufr+SMEsPuwmwAhe3xEkZtSNujgz21aigf3ZqKpNsuo3FjbCS1Le+H3Wb5SuVEVmyZBOaWelwx6UwJHMw8w6RcIOFZoHmBKvhJ4plThnZIgXcOwurNe5kVQRy3zUh7mrGCs02QwqSosipce1USJ8aWjw8UN/MFAtFX6iRv5HweKC/kPXmLf2U/Ae9p39Db+75399K/d7S2SfPt9xesdDMTjn4PEOHl1uHhYcVagZXHD4s57YIBcatkRPdxqZUdtqztL/cqdkiCZruIgmsoKK14qkwsSXMOifi5oQWKJkobeFzEJVbFpUsnx+yxftCztpXvMNSVHU22WeCh39rmmcsLqcLHiv6kzWj/shsZ5PrieP0I6oamY0F0ITanj/fYc1CQm4UpOBOrL/YTyhvuXLXQ8jQ+XG8tRd/SWOp7b04biXHoMDo8WY7+0SEaKINUHzRfJdofloTouVUDxcj8xBbGpM578OBCPTo5GVeV4zw0j9OtE/l8LTdUbFS+VyTH8HaFi9Jp85Q7eZ9IBEXQyKx3UFsec+V9pnNIBPpv5X//RQz8ulcJBZ/CZnM8VL5VhpVLm5kpf4KzITVVufKmNtfLUc1VsGk6MS5TJQV7a1TBnIJoWeKFlaS89PbheS5NbgGeHMlnlfOhqke5p0sFWKiYVKBu0S01L9ekZvjcscL0r30OvZaZ04pDaSuXUkX+/08Vafv1UynBNQfTmLhJ6tX7YDS1Le6FpgZd86KUSJEpenRiXKMd/KQ399bBimeRXlRwd/Uwv1bRgdK/CndBmEFotJpT3LRxCcw+8AqHNNAt0PpAeeG3R2LSUkBajSKNl4oM+PDoDe0eKCQjS71RYqDjy/+oB0IB+nfg8ONlUvVFXFIJ70wOkp16ev8y8z1algyb3cB0qIXtG8JkWhOqKQnA1NxyXJkTKssHquFQcGTPe1Pf8lQYl6bhUlRu8aJDgo1nquaOldPOVxDN3O/O0c4WmZFjL9Bpm0JmnnHnCmYDzgciJBtisgmaCzASWTyUn4HRKPM6kxuFMahzOpsXiXHoMzqXH4Pz4MXK/kBHtcudfT69xNi1WvvbplHgJrQlQE5zmYJpD6QOREyWQ5glpNR1tBqN5iWGFSSqa6zncUXO0dzGCfx7URQhaLFeVHOSF/mroNFMv9JEx46Uy7GxaLC5NiBTu96IQwwL6HwGhn9n5QC0lNPFBy+ux1tdwb3oA6opCTFUcnwcne64Tnq1DmwdAe7Y/zUY3jNW7osXDulb09WDuANwosOFk0ljst+dga3AxVvvPkOPtzrzP20Km4EDkRJxOidfH26l08GCgwflKFwuz4jE+bv/7LF9cywvDiXGJqLRnY1vIFHw65HVD8Zgr+EyFg6dT4qXz+fHHXcXD3Y8DhRKEIJ07SVGCdFuew+OKLni4sB9+mzEEV3PD5QPMrrB8bAmeapp6tvI8U6rwE783ZKJop60AP43KQnVcqkw8E3iWiWcXo+xqoY8z4GrlRibYTC5LemB+/HOQXqy021uA4+09RTJ4y3Pi4WKDuLlo+0yMFretEY3Cjyu64PEqJ3tFF7St7iy+fq34/ifrtaTfps7i9b/pLn7e9310SH3AX79xITCtOQQljDdxXbvz3pgWnZmM+lIimoPos2mxqI5LxU+jsrDTViATlp/46ekqKz+0WRp6S/BU7ArLl8Dvam44fpsxBA8X9hPJoi3P6Ysr7iT7tcWV1uN28ffc3AWPP+4qndCnU+JlMaG7EPp9X1EAuC1kCirt2TgxLhHX8sKEd51peaxKCZtbVxuc8PxcRZqg0ynxOBA5EdtCpjj1QZMmaLWWzN5vz8HJpLG4UWDDg7kDDOeq6l3RnhtG6NeJgr8WyoUQSj9+4vcGPh3yOjYFleDbkMmyiOxYfIrUAjn1PpuVDjYskAWarmCTQ/nY+RRdlbPHx7gopMBncr9awWfSbjwNfKaHOkoVvcdA3SotScSLBv854lVU2rNl6tlQ2KWBG6nboILBCs3rv1noY8ibagmeKVlOaWeLIh9nD2/u+pHVJDBXUxj0TKqiiZQVXNXEdE1Od/719Br0mlzZxLVNTDXyLIsVzd4TQ+EZL8FliWhTNcfOfuLvu1n8vR9X6EWFBi2HBr94EdKRMeNRac+WSg5yzK4d8jpWsYWV97TPNiV7uZKjPRCaO6GtILRDMSGH0Nt7ykWp1uN2cc1WykhdLUrJ80LDAvNSQic+aNJnUY/D7rA8fBsyGZuCSvDpkNfxiZ8+BUFBggIPgAagXyc2hCSaqjckeKJz2Mrn9b+7ifdZ3rO5WTroDmyy6vwwjN2rBWQKfG79sJvDNMK96QG4WRiKq7nhuJgZJReCCD5z3zM52r808T2ryg0OHAk2tgc0thc888TzSgYd1bTzF0yvwaGzWcqZJ5w5cCbYzEEzQWYCzASVL2ZG4dKESFyaEInLWaNQm21HbbYdV3IicCUnAldzw+V+LS/McudfR99Lr3U5a5T8GRczoySs5oD6dEq8AUwTlOZAmiekzdLRKoymEkOrVPRKk0T0swLR6ueDKznoc6EqOVQvNC2g7wgtNHihCULTQvrFzChczQ3HzcJQRyf0sp7GxXQzCE0ueFXH4+I5rt0TEayUUPY2WPmgV4tJUboW00KUmYpjQ0ii5zrh2Tq0eQC0Z/vTbHTD+O9vhkr1Bk8VHorOxPbhRfg8YDqWv1iOv78gwJgz7/O+iEmoSUySgKl15fOG0kEq+FIBU2PTUmPp4OYuaF35PBrmDMSNAptUAHwbMhmfB0yXKUc+aq8WDnL4fCg6U8LnhtmDBPja8pz4vSgh6kxToLpyf/CSmoLG+d64PW0oLk2IxPGEZPw0Kgs7QgulcsNV6pnrNj7QXKrkU9xvz0FVbBrOpMbhSk6EETxXdJEPbaTZcEgNsTFFK7BqWsrAElrqRbit0k/AHXow3vKc+D3WaemQClEW17qiu0iJLO6D5kV90bTAC43zvdE4zwcP5g5Aw5yBaJg9CL/P8sXvs3xxf+ZgudP/1zB7EBrmDMSDuQPQOM8HjfO90bTAC82L+orCrWU90bqiO1o/7CZg9ZpOAsps1OA0gZk9Pmir9LN+uGHpcCunmPqeyYcZNX1Jeg4Nfj2uMILoKzkROJMah6rYNFlK+eXQaVg75HV8oAFddz4vBFI3aun+n0Zl4XhCMi5NiMTtaUPRON9b18v84OWW21zqZSjhv98XT7Y8J5zQswdJCH0oOtMAoa2KCef016cjPg+Yjm9DJksFzo0Cmygm1c4RvJSQktrqdETjjcnGUsKVz8sFqprEJOyLmOTUBz1Lc1Qvf1H8PtuHF+FQdKZxWkNTcfz7m6GeG0bo14nCvxY6qDfW+BvLUCvt2fglJh2nkhNwJScCt4qDcX/mYOF9XtHd3PtsUTpo9hDhMG5PkElNOtJEwiaxeNW6ort0vvLCQVfwmcbuOXymB7yn8eVy5cbW4GLpzP1pVBZ+iUk3pJ65L/XB3AF6ec+qLuIzSuCGnKnq2LpZ4plpNp4m7ewucHboASDQzHsAeAfAjckCBF17VaibaK/NkvvDS5mWO/86w/dfe1W+tkOnAO8TUMG0iYrkaRzYTieKVBBmkoiW47/koKQH3890P/TDhf3wYO4AUw/liXGJ+CUmXSo5doQWYmuwuZKjPV5oAhYqhOZOaCsIzYsJpRN+RXdx7d7EJrjUyQhtccqVlsd0MoKc8GY+aO3ccH/mYNwqDsaVnAicSk7ALzHpEt6TOmuNiYqj0AOgAejXic22OEv1hnoee7JOg007estzmCvv8zNxvqrwWSkec5V85vCZnM9XciJwMTMKZ1Lj5BSCWdmgle+ZQKO7yo32JFxndQA8m6WdyelMeg1KOnPoTClnnnDmwPlUcoKEzSpovpw1SoJlgsfX80fgRoENNwtDcbMwFHVFIaibMkzut4qD5X572lCHnf93/n11RSHyNW8U2HA9f4QBWF/JiZBwmoNpgtKnkhMMQJonpHk6msNoSkZ/GzJZOqPNUtFPC6JndeCz4kzJQZ8PKy+0VTnhiXGJOJMah4uZUWIagjmhTVViriA0FZJaQOindcK79EHTtXhHb/H7rTO5DluoODbb4jzXCc/Woc0DoD3bn2ajG8aa9S84qDfIq7pRA0zvDphpSBoTXHpXA70bX37N0fu8tJdIqu72digdtByxPzpc+Gu1dGNdUQjOpMbhUHSm9M9+oP0+KqArV+AzOZ958rlh9iC0rtAe4gg+X80V0M2kqI2c1I03JqPlTIKAGzuEv/bRsp5omD0IdUUhUrmxd2QutoVMwTrNk0sQzJ1Ea8VLZfji5dfwbchk7B2ZiyNjxuNUcgJqs+24VRyMhtmD0LxYvDdPNgp/att+X1k4ZzW+rkJUqzSv6r+So0d00aWbcXoArhAAkCBz09v9BViePQj15X64Nz0Ad0qCxA1fUQhuFNgMN3VmqQPa1bQDvxm9UWBDXVEIbhUH405JEO5ND0B9uR8aZg/Cg7kD0PR2fx1Or3xegOnPGJTWUlZtB/yNo54mnsF2vY/K2G9rlU08yOzoLUD0qi4ibTV7EG4VB6M2245TyQk4MmY89o7Mxbchk/HFy68ZtByuPjuk5FgXWIptIVOwd2SuVHLUFYWIxZZlPcWD3o7ewgt9JkHcuLFj0aFgs34Omq7m6hB6Y2e0ruhugNCk4+DFhFROqgLzdweIxRU6Jg9FZ+JMahzqikL0KYnv++g+aBNFj0Mp4W5vPNkg1DeqD5qft/giFSWzzc5bqoqjZv0LnhtG6NeJKX0KLNUb39kKsS9iEo6MGY8T4xJxISMadUUhqC/zR+N8b6MiiLzPR4cL7/NTlA5KwOTK9aqUhN4tDZTw+VRygiwctILPvHjMFXy28j2TcoOXtW0LmYKdtgLsHZkrx9XJ9cxTz3JcfUlvY1kXQZvd3mJhjc5jv8YaE8/84Yz5/t3xprqCzi6LZ1kBn+wFIMDMgfLFdNkRoPYEyK4A2qkXgO/sv/Pvk30B1BlwMd0IrDmgJjitQul2Fty6k4p20HPQ+8ahGIHoX2P163Clnzjn0cMvK0NqWdLbYQyY0tD0OT8YNQF7R4ris20hUwzlmqTksPJCu4LQvJDUGYSmzzlB6Lulgc5Lk03c8O0+R7BJpUcnR4t7TDpHMGVW43xv1Jf5o64oBBcyonFiXCKOjBmPfRGT8J3NWsUxpU+B5zoB/TrxdfgYa/WGpg56/HFX8bem1Ds7jz0L77NlWMAMMJkFLNz0sPPCQSv4rJYNbgoqwXrmeya4SL7njio3rFLPBJ45VHQGnp2lnd2FztVxqTiekCyB8+mUeAmc6T6f399zyEyAmYDynZIg3C0NxN3SQNybHoDfZgzBbzOGoL7MX+zlfu7v2vfQa9ybHiBf+05JkATWHFATnObPL/TcQkCa9B0nxiXieEKyIR3tCkY7S0W7A6KpnNLqM+PO58aVkoN7oT8arHuh12teaLWc0ApCq8WEbvVZmAWIXBSTdmiByswHza/DNF23VpwbpBrLQsXxdfgYz3XCs3Vo8wBoz+b2duHCBeTl5eGFF15A165dERAQgKVLl6K5udnwdUeOHEF0dDS6du2Kv/3tb5g1axaampocXq+1tRV///vf0b9/f3Tp0gURERHYt2/fU/9+dMN44pNuEvg6U29QkpB8qjRe/3nAdFnqZUgSru2kQ6VLmQa9haF0UEtccu9z0wIvmcQ+MmY8dtoKHNKWVvD5Azfg85Pd3nh0crQBinP47ADiTo4WIJZ8z0t6o77cD9fzR+B0SrxBubF2yOtY6VuO9wYY1QSvs5T2nP7i/VOdvrvC8nEwagJqEpNwMTMKdUUhuD9zMJoX9RXKkA2dROJZA88tZxLEv8GitMsKlhrSQeS70m7C5eivmrji3rv53gI0l/nLm/AbBTZczQ3H5axRuJARjXPpMXJkTR1X48Ue5FFTd/pvvJCEj+3RyN659BhcyIjG5axRuJobLgC1dnNTX+aPhtmDxNgn942pCUIaXddubgzeQSUZbQWj1RKkpqu5eupqv6+4Ydkg3sfmRX1xf+Zg1BWF4GJmFGoSk3AwaoL0Q3Nn+Ds+ekmh+jn6b2/xmV/pK1zLXMlxOiUe1/NHoL7cDy1Leute6AP++mffZOGFl4HSZ18WEzqB0B+4cWzSVMJOWwGOjBkvzxdNC7yMPmhtIsG0lPDeTDy8lCkXq9rWOvqgd4QW4vOA6VLTw731fHLDTMVBQPzEJ93+IzeM/69cJ6b1K7BUb+wJz5XqDafFqJrn1dT7/BSlg7IY9NdYkRbd72tMN658Hs2L+soR+xsFtnbB5/c0+OxOIvQtBcYtGSTciZ/4iaQ4+XG/DZmMXWH5DkVdlyZE6q5nLfXcvKivXtbGdRtKKsj0gcyFH9FdYOoSOnPgrCWbHWAzg8wEmAkotx63o7U6XOicjg4X+5Fgsf8cpPcIuNjpa+X3aq/VWmUTr0/FtgSqeaEtdQYwKC2T0gxIuwuj25OKtuxYsAJk3EXJtByPlvdA86K+hjT09fwRuDQh0qEQaVdYvlRyrNf8s5/4CfcsQTBadHnLCYQuVxZd3msnhL5RYNMVPYv66hCapiT2++Lx0eG6UkxbOH2aUkKHKQnyw7soED4YNQF7wnMtVRzT+v1nAPT/K9eJ7aOi3FNvbNBUTDv7OZzLaBHN4Hl9ihF7h6AFaW/4tIEbizxmzme1cPBMahxqEpNQFZuGQ9GZqLRnG+CzWdkg+Z4JJnL4/LTKDTPdBgfP77oAz2sV8MzTzqTYIKezO9D5TGqcvEfn6WYKk9wsDHUAzQSYCSybTUXSZKScjqR9vrf1zr6OvpdeS53GJFBNgFoF0wSlr+WFGVLS9OzD09HOYDQ5o0nRwVPRHES7SkS/q4BoKy1HR5Qc/LPzvgKh1XJCgtCV9mwcis5EVWwaahKTcCY1zqGY0NIJ7e5iOyl6lCmJ9p4nJITmPmh+nuDX4J39xPlrQye3VBzbR0V5ALRn69DmAdCeza3t2rVr6NmzJwYNGoQVK1Zg3bp1mDp1Kv7H//gfyMjIkF9XU1ODLl26wGaz4bPPPsO7776Lzp07IyUlxeE18/Pz8Ze//AXz5s3DunXrEBkZib/85S/4+eefn+p3lAD6//sLmhf1xZ2SIJwfP8ZUvcFH6wngLB30Jtb4z8DXw4pRac/GqeQEp95n07H6+/PQdO1VPKqJMnif75YG4mJmFH6JSceusHxZgki+WWcpy3WBpdg+vMg46q/AZ1l6ZpECNVURbO2GttWdpe/5Sk4ETiaNxYHIifjOVohNQSWoeKkMy158U+pBODRUU8/va87ETUElUrdRHZeKc+kxuJ4/Ar/NGIKmt/sLRcE6Dd5oyUEJnrWxVCvNhkMChI2sy4sqjRbRqq6Fa5InPq7nj0Btth0XMqJxJjVONn3/EpMuPWhWDjQq5aCW6G0hU/D1sGKHnf7btyGTZamJlWOO/HK/xKTLBuYzqf8/e+ceXdO593vn3futu1dttSMlGmkiTSKsJLKSkKvIFYkkIpIQ0SBVdh2brdXLy2sovfDKMUIdZVCGVuWl7Dq0OThRDnnJQesy1HW4q3viFv74nj+e+Xvmbz5rzrVWRPd427HmGPOPrUmsHWvN+czP8/19vgn4eWh/nM2142JBmHHH3cqlylrYpUubYDTz07rz++YOyofHkvTk1dcdhH9yfjs0zOiKmxMCcLEgDCcy43AgIV1qOVYFjUWF/wR86GudhqbNjJndhId90avlWBU0FptsRdgVPQxHUgbiXF6k9EI/qWgp3sduqGckhKZSUBMITWqcqj7FWOZiOoG87FQC+G14AfbHZeJUVgx+KQs0+KAfHYqRn09nuh4zH/SPqUnYYc/Fl71LsNh/AmabbKCRu15VcZwcEovrY4Pw4L2XcPhf//irLxh/S/eJcX8utFRv7IzKQW18Bo6mJeJMThSuFIfq4/Xz24kNn7VtBDhVdUEW3merhwSD9/lsjtG/vrmLUCst1f2uBJWoZOxoWiIOJKRLsOQMPv/NBXx25cTlvue1IWOwsa9ojN8ZlePgSb1c1Be/lAUKN65Z6nldW123QZ7nJrTDm/m03VVGOPiL6QGNJZwJON8/nWWAzRI0c8i8N0SA413+xoLa73zEOmCrt2NZLT+poJafvKx2q7f4OdrPlMW1u/wFrNYANcFpCaY5lD6dpQNpNSHN0tFWMNrd37XTsl+LgrQnNYG6loMegpU09J3JvvilLBCXi/o6+Ch3RuVga/gIbOxbhLUhY0y90K6c52YQ+m8uIDRtVB1ISJebLuQEvTe1u/TEy+vF5i6GXouGszmmPmgzCO3UB02arL976dcLbVLizmRfXCkOxZmcKBxNS0RtfAZ2RuVYqjjG/fnXB9C/pfvEN/0jnas31PWWej2jjTQGlZpTMiY3LBW/q0PJGIfP9JmqdAKfteQzFQ66gs9q2eBHCnx2pdxwBg/NUs9co8DhIaVYP/TVnb5ctfG5otkgtzNfc3Onswqd1ZQz12lcLAiTwNkBNjPQbKrem9EVDe944f7MLrg/s4vU8NH5cFYn4zn7Rf1U/hv/vgfvvSR/ZsM7XmiY0dVSFUhgWoXSBKR5QvpMTpRDOlqF0dwZzZ+VyBXN9RzkC+cgmt5DlJ7nmxi/1nuJe6H5e4iXE7qC0FRMaJaENkDoSrb2MYPQqmqMeeKbs1klA1p0veCaHn7/VZ6Xnak4vukf6QHQnqNZhwdAew63jrlz55pebEaPHo0WLVrg9u3bAID09HR07doV9+7dk1+zfPlytGjRAt999538s9raWrRo0QKffPKJ/LNHjx7Bz88P0dHRz/QapQN6ShvcntQTZ3PtOJCQjq3hIyzVG+NfEg8a73cXIGl1cCm2ReTjYGIazuVF4vakngL0rmpp9D4rpYNULFZ/aRQe/hQvFn9r2+Dxx21xd4oPzubacTAxDdsi8rEmuNTgdG2KZ/ZiQZix7EyDz/dPZzmHz2oZ29o2aFzYCg0zuuL62CDpe95hz0VVn2IsDyzDAr83pO/5L16OAO4vXrq7l7QJ60JKsDV8hCyRO5trx/WxQbg3tbsYW6/Ubr5bvdG4N0R/CLtWZlBtqCDUkDBnhXnShUhJZ3YT5Snnhne8cHeKD25OCMDVkhA5tq6Wq9TEZKPanodtEXrBCo0a8lEy8potCRgvG58rtNZnOheyk/85FaBUBozHEuajU0cDyUe3JWwktkWIxu2amGzTMoyLBWG4WhKCmxMCcHeKjyhD4ulo9eHoQIR01arFjircoQWNQc1BHsqf4oUmYKu3AMGVQuVyb2p3XB8bJLUcewYMxdbwEVgXUmLQubjz3lrgJyYAqvoUY4c9V3qhr48NQsOMrmJzaG0bt8o3CULfP51lgNBUDnqxIKxJfnbujF/Drh1nc+3CB/1xWwEEdvjh4U/xLq8d0ge9SoDx25N64lxepLx2rA4uxQI/kcye0tWxJJGrOLaGj8CBhHSczbXj9qSe+H9T2vzqC8bf0n2i3GskPtSgKkGljX0d1RsXC8JwY1wvNMzoKgrGFutj9XJyg1/H3PA+m8KkCyP1axnBJK1crPHT1jLReHNCgIRwKnwmALfcAj6TdsPdQjZeNsh9z1/2LsEmW5FUbpDvmY+p3yr3x90pPo6OVLoW0Riq+vBF4NmipMsd1QZ/COPgxuAqVqEzpZwp4UzAmVLNtTaZYibQbADMBJI3dhL//77uICZS1rUV59o24v/7F63E+8fVSV+7to3+M75qL35uVUfx9xC4ZoCawDSlpx/X2mRamoC0TEjzdLQKo5VkNP0um/K7typFMkwqqdCMdAH0IMyclHen+EitBI0DkxealBybbKIUjXuh1XJCd4s3+eeAQ+jlgWVyA0aF0LT5cnNCgD4x8WlrY1mptmn18FiSw2awq00rUx80bVqRIktzxT+a2wENM7rixrhesqSUqzg29tVVHAs1FUe510jPfQL6feLbhDBH9caMro7qDa148MkOP+mup800M+9zs8bq1c8RH6tXPevr2uqj9Qv1yQJeOKjC5yMpAw3weWv4CGyyCa0CwWezskEz3/OzpFZdpZ7J4cvB8wI/Pb1K4JnW01QqSJqN7f3EeprSzvviBkunM086q9DZTJn3S1mgBM4Em9WOFw6YCSY/mtNRnHM7iN6Xee3xeH47cX7cVvTAfNra5UlfK79X+1mP5naQfwdBaw6oHTpsNChNQJr0HapyUIXRPBlNzuh9cYNlKrranoft/XQ9B5UW8ucpAtGLXi3HAr83HEC0quV41jS0mZLDzAutlhMShF4fOhqbbGLTnUPoIykDHSA0LyaUk18LW+nXC74Br/Zd8A14Wgc1Q9dj5oOWm8B0zaDAA00JcxWHosM6lxeJbxPCPADaczTr8ABoz+HWMWPGDLRo0QI3btxw+PN/+qd/wv3793Hv3j388Y9/xPTp0w1f09jYiHbt2uH111+XfzZ9+nT84Q9/MCwsAeDDDz9EixYtcOHChSa/Rlow7hvlJUu8tvcT0Gbhq+US2nCINNkJtOH+1Kff+TgtHTTAZ1YodvetHrhYEIba+AxsDR8hX4tV8tmscHDPgKE4nhGv+2U/ba0XDh4ZIJOVBG4tywaZ7/nh7Bdxe1JPg3JjS9hIrA5SxVK+AAAgAElEQVQuRYX/BMx9RYdu/DUS6JqulQxy3QYHz+fyIvFLWaAojpvXXiaepeP5xCDxupknVU1amY2dGvyofESdChTYDZOPDZ3NteNEZpxcWO8ZMBTfRw7Ht+EFssV7jVaawcfDaDHEx8NoZ/797vqYGJVn0E691UlfQ9/zbvdJ0l03q8ebhjFCWlTzMcKVr72ONayl+dvwAnwfOVx6yY6kDMSJzDiczbUbxkX5A5MsymEjwaqX0kp/4vAQfGuKGAU+MUh/AKZE9Lz2qJ/ujV/KAmUREgfRpOX4wEeMR9PGkDoJMLObSPZW+E/A6uBSbAkbaVBy3J7UU/jZmRfaWTnhg8cV+qQCAd+1bdD4aWvpaT+eEY89A4aaFhNaJaEXvlqO1cGl2Bo+ArXxGbhYECYmFVhxqRWEVksJn37n4+CxN9tM4yoO2rx6v7v+Wrb3y5clqvtGef3qC8bf0n3iL94FWOAnrl+rtUTj9n752DNgKA4lp+DkkFhcGBEuR+ql95nBZ8M4/ZUxzYLP0rO+y18mn58u05PPd6f44Ma4XrhUaMPp7GgH7caG0FFYHVyKz3qNM0A30g+oyWcz4Gbme1aVG6QfMEs9G645tAlGJYNUyGYGns0Sz00YUXfqJFbVGhw4s4QzpZs5bH5SE6inmQkyb+ykw2WCyiu1EfxlL+DJUpE0fLJYjLI2LmqFxoXaaQUN+KnCB/reRa3wpEKAxSeV4u95ukxLVK1sqcNqgtQbO+lwmlLTWlpaQmlKSbOEtAFIK6qOpjq33RoJNutp4CB6FSsp1DaTzUaC1TQ0TQJwJYeVF9qdz8S7ymYMXTc2hI5y0HGczo7GpUKbAJZTfGQSWt57N3eRU0lqKWFTITT5oA3aHoLQmg+alD0XRoTj5JBYHEpOwZ4BQ7G9n5iYoOvGAr838BfvAs99Avp9Yvug3s6nORh8lp5vBpJ+Faeru8lnC+czaW2ujw3C5aK+hsJBSj7XxGQ7rJHVssFPGCh0R7nxrOCZFwxy8GzmeKZiQR7ioLSzGXSuS0p10N+dzo52AM7XSoMNsPn2pJ46bOagWYPMBrisXdfl9Vy9lmvXc3lNX6YV17l7LmP3nqXsZ6r3ILr3aKCaIDXBaQ6mCUrzlPQvZYEiIa0Aaa7qIE1hXVKqKYymVDQP96xmz16qI9oMRKvvsWcF0VZKDv7+UssJ1Wcv6rwgHQcVE14u6ovrY4OMpcvu6jjMktC/gjNe9UE//c7HCKGdTCFtH9TbA6A9R7MOD4D2HG4d27Ztk+Nxhw4dwoULF/DVV1+hQ4cOmDJlCgBgz549aNGiBdavX+/w/QMGDEBYWJj838nJyXjttdccvu5//+//jRYtWmDLli1Nfo20YPw/2X44nhGPmphsbAgdhcqA8ZjzypuY/rI+ts7VG6r3mY+tP1n6Ap5u7qJ7XJXSQdMR+q/FWF79dG9ZOvh95HCsDRmDCm2EfvrL5slnrt0g5/Ox9ARcLuqLe1O7i4cYDWbJwkHtNZnCZ61s8ElNoHAtL9V9z+fzI3AkZSBqYrKxyVaEla+9joWvlmO2i2Tq20yPsPK112Uy9UBCuizrujPZV3h6K7SiPJ54pjH1+vfdBs8S0NTZjb7DFfqoUMM7Xrgz2dfwYHosPQF1SanywZTGCKm0yFl5CgHmt5Wdd77ooYUPLX7cPel7/qIstnnS420GqJ2VZfASMCrK2Bc3GHVJqTiWnmAAQ3cm+wowRKOjK4we28d1dpceW/VB+F79+7qagyei17bBk4qWeDirkxwD/nlofxxISJdJ+5VaSeGcV4Qb2lkaenaPN7FQe89tsonPxpGUgTifH6F7oZdqTvGaQL2c0ARCG5zQpKT5ohUef9wW96Z2x+WivjiWniCd0KqOQ01CT9deX4X/BKwNGYPvI4frpYTTvcXv+usOThU+8jWRP35zFzxZ+oJBJ6T6oLmKg65p018Wn8/KgPHYEDoKNTHZOJ4Rj/+T7ferLxh/S/eJ/95tBBb7T8DK117H+tDR+Da8ALuih+FAQjqOpSfgXF4krpaE4Paknrg/s4vYvCHv87Zu0vvsauPGlcuVb6o9qQkU4O2r9gaXa/20bk6Tz1y78TzgM/c9q8qNbRH52BU9TKaeT2TGmZZzPZ7XXlz/lzPdBrnp+Xi6ybgpTzy70j9YJm75Axd5iAnaqND5QIRQaVC6udpXB85VHXXYvEoDzcu1B316wKeHe/XB3iR5JkejXZzqaLYhOcfABkENCTSWalBihQb9CUpXdZRA+km1r56S3tdHaDvMYPSVMUZvNEtGuwui1fu6WSKa/l0cxoKpu2FdW/E7rxCTIWblSCcy42Qaelf0MMNEACk5uBf6eUBoZzoOnoSun9bN6I7/qr3YiKkJdGvz1+1rCPmgt3XTfdCftsb9mV1we1JPXC0Jwbm8SBxLT8CBhHTsih6Gb8MLsD50NFZqKo7/3m2E5z4B/T5RnRbk4LGXqrPlDCJpSUZ3vM/uAiRT+My7TqySz6TdYElG08JBrdxThc+7+2c5hc9WvmdnmoTmKBJUV69ZOONzBp6pWJD8zgSe9wwYin1xg3EgIV32rvCk89lcu967oqWcHRLOU3xQP60bGmZ0lddnAs7qNVmCZr5huJxdn1daTLzwqRd3TvoedcJmpX6/IlAtAbUKpuneRUCaktIzuqJ+WjfcneLjkJDm6ejz+RE4m2s3JKOpL+dAQjr2xQ3GngFDJYgmTzQvLCQ1h1kISH2vNVfxYvV+s/JCO4PQqhP6VFaMLF+2LCbkSWh2/bBMQptsYDnTkDmdnrDwQRuuH2vbiPsHqSuVPobqtCAPgPYczTo8ANpzuH3MmTMHrVu3RosWLeT57rvvyv++YcMGtGjRArt373b43uHDh8PLy0v+7+DgYCQlJTl83bFjx9CiRQt89tlnTl/L9evXcfToUcP5zTffoEWLFtiWHIra+AxsCRuJz197HR/1fAMzleIuPrJOxV077Lk4kjJQ9z5r0KjxhyA8OJkmHmDNSgctSsQIGu2NHYL1oaNRGTBeOqjNXgsvQeTajUuFNjHOP7+dnsZW4DMtZp3C58oX8OCDztL3fHhQMnZG5TgoN6a/7OjmpTTq25oapDJgPNZoadTd/bOkm1emnue3EwuejZ1ESdyhGKEJYaoNd6GmwXHowolKaai6pFTsjR0ixwer+hQbRgdpPN1qbJCnN1wtaniRXlNPV4txvkvvbFysQhkVo5TiDnsu9sYOQV1SqsHN6tRRaea0dWezQFNz3D+dJaDuLn+xkFkufJQ8DX0kZSB298/ClrCRWBNcKosuqaBQTd1P1lL3qpJjZ1QODg9Kll7oBx+Iz58rCG0AvhqEptTx4/ntcHeKj8EJTToOKgFUNT6TvXQHc2XAeKwPHY29sUPkZpZVialpKeH1cjw4mSZAAm1maT7oIykDscOeKwtVzZRCk71EavwjbYpiS9hI1MZnYFty6D9kwfhbuU/M6J6PZdoo/SabcNbvixuMIykDcSorRodH071F+tnVZ4QphKzSi4bSQU0jxNOLEhzRxtqcjqif7i20A6N742yuHcfSEwxlYnyMnq5rqvP2WeAz+Z5XvvY61oUYlRs0bfHz0P7iQWt0b+lGJUAjH7B4yaBZ6pkAZxMSPi5VD6ygi2ANqTV40llCZ9Jp/N1LAM+vO4gHwy9a6cnmxeLfhB7WDekx/rDuwrdJZVAuT+1rXXlEVQjyaG4HHYIsaiXSVpSU/qKV+P/1dQfx//PvXlLbIWE0S0ZzVYchFc180U0B0ZaJTm2DwDQNzUsKNaBmeCDWPhvn8yPw89D+csqJKznWhQglB3mhnwVCq0501QnNdRwHE9NwLD0BZ3Pt8rNB1xHDxu+2bo5TFGwqzApCG8rorHzQbK1E1xHaxDqVFYMjKQOxL24wqu152GQToH5ZYBlmdM/33CfYfWLX4ADDxppBbbaKXd+0BKOp99lJeaqzz4rDdY08rsoIvYNHnZdtm2g3zODz4UHJBu2GGXy2Kht0BQOfR+qZFwwuYnqE5awsjsDzZlshtoaPkH5n7nY+lJyCH1OTcDwj3iHtTD5ncjlbQucPOovNQO1a+/jjto6bgMuUjUBnOiVSKpFWiU61F8Ds5F9PP4N+ppUGim2kSijNNlMpJf1obgc8nP2ino42gdHkjiZvtJqKPp4Rjx9TkySIJlc0eaK3ho/AZluhBNFUVkiaw8Wa2pAXFT6PNHRTvNBmoR8OobmO4/CgZKcQ2qDjUMvjuT9eVfiY+OPN7g9u+aD5xi/zQRumj77uoE8fcZWltvG7a3CAB0B7jmYdHgDtOdw+1qxZg9TUVPzP//k/8R//8R8YO3Ys/tt/+29YvHgxAOCLL75AixYtUFtb6/C9o0aNwr/8y7/I/92zZ0+kp6c7fN2ZM2fQokUL/Pu//7vT1/Kv//qvhoUrP/8jxo5qex7WhozBIk13MbXrZIfUIgEjM1/q43ntjWPzV8aYj81rAOtxnV0kplYIvcXNCQE4kxOF2vgMfBtegGWBZdIl6wpeUQni4UHJuDAi3Oh83tZN99zemuIefP5aeEsfvPcSbozrhbO5dhxKTsEOey42hI6S6c73TYrhyruI39XUrnrR4LLAMqwPHY3t/fKxPy4TJzLjcKnQhtuTegoASKln7eHqwYlB4gaqlcNZOZ4NWgf+MLXDT9ycvxAP05SAokTP+fwI6YKkpPO34QWGEVxeSETjgnzhYrVoaQo85gDZ2Wn2fe78PWYLJlqo09gYLwrjI/PfhhfIZDS5Ws/nR8iEp0wsLtYgxTedRVkSh2yKLsXMEU1ll/WXRgntC0E1LQ394IPOuD2pJy4V2nAiMw774zKxvV8+1oeOxrLAMllQOLWrmBDg70MqvHyfTQlsCB2FHfZcHEpOwdlcO26M6yUmFxa/IBPHLiG0Vs75uM5uKA69M9kXF0aE4/CgZFkC6GoTidztywLL8G14AWrjM3AmJwo3JwQITciKF4S3vc4uN5BMdT5Xxhh1PpoPWlVxmJWqlncR740PfCZh0avlWBsyBtX2PPxHjP0fsmD8rdwn3uuRh1VBY7EhdBS2ReRjd/8s1CWl4kRmHC6MCMf1sUFyfL7x09am6g2D99nd0XkqHSR/67EkvXSQj85r/laeXKTNNRqfJ3CkOp+fB3zmvufNtkKZ9DmQkI4fU5NkMRelAynlKUfTTUpQ3Uk9NzVRaygUpHSPWdr5p3hdr6FCZ9JqrG0j7rPLWUrs09YOyTB1TJkexm+V++PGuF7Sn3mtNFikxEb3xpXiUFwu6ovLRX1xqdBmOC8WhDn8GX3tleJQXBndG1dLQmTR1S9lgQKQaKDa4B7VxsHVZF7jp61lGu/pcu3Bd20bXdehwGjSdDz8Kd46Fc3+7dzRCrj9UKymoZVSYT4aXD+tm0xlUUHSj6lJOJCQLpOcm22FBi/084DQZk5o2qTZM2Co3PTlkxTSI89VPlRKqHUy8OuJ2yofxQetqjgaP20tNT7XxwbhwohwnMiMQ11SKnb3z8K2iHxsCB2FVUFj8V6PPM99gp01w3rKoueHszqJElq1SPU7H/GZ0bzeVt7nXwMaGaYFNncxgqOFxuLtO5N9TZ3PKnymQk9X8Lk5vmdnTl6uQ1DL4VTdBinpyPHMwTOpNszA85mcKFkkyBUbt8r9hV7DBDo7pJy1Db4nlRY6JGfefrVgVi2Z5ecOP8dT+RpD6a1afOusn8BMI1XpuOFK90AzGH17Uk/cKvc3KDqowPBMTpQpiCY1hwqiqaxwjYWWwywN/fav8B6kzQ93ILTqhKZ+HtUJfWeyr7EwnuvJvu4gNT5OS0yfw2aWlYrj8YEIEXzhk0dUCDy/nbjfTvfG7Uk9UTOspwdAe45mHR4A7TncOr788ku0bt0aFy9eNPz5mDFj0KZNG9y8efO/TGJhTViCHFPngIaPqU/tqpeHVfUpdlBvPF32Ap7+3ct9ULTDT3qfCVwdSk6R6o1Pmji+X5eUinN5kcJDPaejDq5IBaLBZ16y5gCfd/lL+Hx/ZhfcGNcLZ3KicDAxDdX2PKwPHS1L1jj0M0uefuAjoB+pSnZG5cgyuGulwaif1k1AeyX1LFveWYJWBc/8Iar+yhjcP5Wpg2fFZSjTgKzV3aqESx255SOC/GFTfeC0gr9qMpnrM7hC46/e1idXeFhpPFRQbfW66OsmKwund7XECB+hd1WaRKVhMu2pPiAfiBBjwuS5VWCbupEgE+xncxzT0PPao35aN1wrDZbllzujcuRn9iPmhVaT+HwzhEo614eORrU9DwcT03AmJwo3xvUSiWOC0Lv8HSA0L+k0QGgqJlwhUmO3JvrhXF4k6pJSm6TR+aTnG/KzTA7mO5N9dR80lRK6s7H1dy88Xeao4qjqUyzLTMlNTdc4vsFGn9k1YQm/+oLxt3SfmOUrkuRbwkZiZ1QOauMzcDQtUaYWDRszldrYvKaqMag3tPSuO4lFg/eZNtnq7Lp64wtRUvN4fjvcn9kFdyb7SrBG7ta9sUNQbc/DZlsh1oWU4HNtdP4Ti8LBN5VriZVaYFYPfQNrScB4rAoaa4DPewYMxcHENBxNS5SOW6n14aVcS/VNLDMwY3A9N9GJ6lTlQOCZ3M5akaBUbOwNEdchNelM0JlSzloCjNJf9LBtcGJqoFmWNGnpL/Jins+PwLm8SJzNteNMThROZ0fjVFYMfh7aHz8P7Y+TQ2IN54nMOIc/o689lRWD09nROJMThbO5dpzLi8T5/AjpJ6XUHpViEZjmjlKCKDK1R4k9SkdzGM2T0bv8RWpdU3TIAkNyRZuAaHfUKU4dlWZuaPXBmJUMU+cD12+dzo7G0bREHExMk30PBKFXBY2VEHo+WxtYQWj67LypQGgqJvykp3Ckf65NCmy2FaLanoe9sUMMLvlrpcG4M9kX92d2ERCzUvucaCqOx3V2h4kKV5ta9LuTxcyqimOrN55+1V6mxmnjnqYpjqYlojY+AzujcrAlbCTWhZRglm+u5z7B7hN7hvcwlqkuYmWq5G9lG2zNVW+4HJun8k5tbL7xhyDjlACVdy5qGnzeM2AodthzsS1CL/J8FvjcXAWC6npWtXNUMMg9z5tsRbJccIc9V5Z1k+PZDDxfKrSZpp1pE88h6WyWcqaNPK46ItisgmYqieVAeZe/6BmoCRQTKFpxrOHc18f6VL9W+xn0M6ksl4C1oTSXg2kOpUk1RRuxJuloNRlNm7FmqWjSc6ggmhzRVP6+w54rywo32Yx+aLWo0EyX2JwUPi9gfhYIvckmnqt22HNlH4/bEJpfT/i0GK2bSOdj0ZHxXK4p2nrJYcN3YyfD9YSXAe8Z3sMDoD1Hsw4PgPYcbh2xsbGIiYlx+PONGzcKT1p19X8ZZ9tnwalYFTQWC/zeMB1Rp6TiR1rxYLU9D0dSBuJSoU1Xb1R1ROPeENw/lSlSB4p6w3JUXvM+H01LxK7oYVK9YVU6aFZgdiAhXU9NzhKlgU83d8HjWpsc3afXw0GaafK5oiXuz+yCX8oCcTo7GgcT0/B95HB82bsESwLGGxKnZmWDf9O0BwtfLcfnmu95d/8s/JiahPP5Ebg5IUD4URdq7rGt3sbUswYrzXQbpuqGIwPE7/ObziK5s6gVHs5+UWo2LhXaZJM7jY86SzfxJKBV670Z1DVbHHM3s1mBIJUIznnF+qQSQ7MiQ+6aduU1s3rttIjiSS1nqUbSDhwelIyfh/aXxUn3pnYXQGmRNq73TWcB3o4McEulIj8jt6cZ09BbvfH0C+Gduz+zC25OCMD5/Aj8mJqE3f2zUNWnGJ9rLvJZzEWu6mB4In+JNjXwfeRwHExMw+nsaPxSFiggdEVL0yS0+tmpvz9XqnQe19rEwnyZ8KXTNAMlj10VidJnmlQcu6KH4WhaooMP2pnaR76eU5nCqV3VUao4LhXacCRlIKrteVjJFEN/sVAMLfB7A6uCxuKz4NRffcH4W7pPzPMTfu/vI4djb+wQh89A/bRu+mdgZUu31BvNdrYqpYO/lAXiYkGYVAvsixuMHfZcbAkbKa95lQHj8YmmE3pfSwPx692zwuf1oaOxJWwkqu15MtFJTnkq5TKMpdODFC841Qq5HpwYJFI8NEr6jCkeyzI7As9cs6GNpsu087ZuekLQDDrPbycTXpRwpnSXmfOSRo0JMBNYPp4Rj2PpCTialogfU5NwJGUgDg9KxqHkFBxKTkFdUioOJqa5POuSUuX3HB6UjCMpA/FjahKOpiXiWHoCjmfES1BNgFotzuIOU5nqo4Q0Jfrmt7OG0Zu7iLFgloqWfkpNz+EAoptQHuky7an9m5JqQCo5ePHwolaG8WAqSeIdEHsGDEW1PQ9bwkZifejoZkFour++rcGJua8IMFHJ7q1bwkZihz1XKn1+HtofFwvCZKGpoZSwmU55t1QcK/W1VP20bg5rqb2xQ/B95HBs7FuEeX7ZnvsE9PvE/y182bjB5kIt9KxpRZfeZ3aNMy0drOoova1PKlrKxGLDjK64+1YP3JwQgKslIbhYEIYzOVGylPtAQrpUIrjqSPm14LNaAkdl3Nz1TA5eVbexJWykoWCQACCVCx5LT7AEz/K6+FYPkXbmkyNMZSQnR9SUMyWcOXA2g80aaJaAeV8fMWFSa8PjAxHirLML/dGhGON5ZID1qXwt/Qz5M7W/Q8JqgtMEplUozYE0JaTN0tE0GUSaDj4ZNK2b3Ki9OSHAEkSTI5pANPdDb4vIN/ihuZaD0tDkhqZyeLMSzH8UhFY7ePYMGIoDCemyFP5MThQuFoThakkIbk4IEOsmKjOd307vyljbRp8aU0oJDffaZvignU1VuFJf8Q3f/1v4sgdAe45mHR4A7TncOgICAmC32x3+fP369cK7vG0b7t6967S1euzYsfLPpk2bZtpaPXfu3Ga3Vn8aMBSVAeMxu8ebDiVdlDie88qbWKKVdNGY/K2JfkJ14UK94ZCYNCkL2xs7BJtsRViuqTfUtCQ5ld/X0pIrNVfrvrjB+Hlof70EsVIkiiUMZ7BKBWj1V8Y4aDc4fD6QkI7t/fKxLkSoBD7UlCCqc9esbHBV0FhsthXKQrPLRX1F0eDsF8Vr/LqDSMrW2QWgtEg9m3qeaWyUyuvWtRXldRp4Jgijtrer7lNevOUOdFYXw65at7mDboGfPg64WCtCWaKlMz7rNQ7LAsscTvpvSwLGozJgPBb7T5BjZQv83jA4zly1PquLKndhNBUoqe5KGhumxBY9LBOIflKhlWXwMkmTdDsH0eq/8/3TWSLtucNPvF8qha7mzmRfXC7qK4tDN9sKsSporMtywildxUbSh5qTfF1ICbb3y8eBhHQjhFZ1HFfGWH6G7l0v16Hvxk7Cm659rn8e2h/74gZjS9hIrHztdXyiaWvo86NONcz3nYjlgWXYZCsy+KBNy02ZTseZiuPR3A64NdFP6n02hI7CElayqk56/NVbTFdUBozHpwFDf/UF42/tPsGLB2lc/lppMO6+1UO4jAkSfdVepHmbo96w8D4bRuVNSgdPZ0fjx9QkmVSk0jCCaAv8xEMYaYX+6u0+fCbtBsHnz3qNc4DP3CF/NtcuHfKUCpRlgzSSvrkLnlT7Oig3XKWem+wNVqAM12w07usjHrSpTHBjJ/FvuErXazQuMoHO2sMzpbjUcWJesnQ8I15C5sODkiVYJs/lvrjB2Bs7BHsGDMXu/lnY3T8LNTHZ2BU9TJ47o3IcTv7fa2Ky5ffuGTAUe2OHYF/cYOkzJVB9eFCyhNMEpnmpFh8zp7SfAbpwGL2ola7pWKX5KSnpWe0rQIrmiiY9hzsPx+6OCZumoVUlR7WvgCU0IqyVE1I6izohzubaDZ0QKoT+rNc4A4R2puNQIfRfvXX91dxXxLQR37wh7VVtfAZ+TE3C6exo81JCE7WPmQ/6WVUcT7/zEf+GtLn13ku4+1YPXCsNllofXkjouU+Ig+4TtWP+rHvtrUpV1aRiM9Qblt5nrt6wKh2kcfmP2wpQ9I4X7k7xwa1yf1wrDZbl3Bw+740dYoDPG0JHySlCs8JBM/j8LGWD6nr7XbbW5qCPXM9q6tlMt7E/LhMHE9Okh/fkkFiczo62Bs9mG3Lz2ou0M+k1eNKZO/RJp/F3Lx04O4PNGmTmUPnhT/F4eCxJlL+eGKSfJ9OafrLvp5/58Kd4A6yWcNoJlJZAmqaESE/FYTRLRjcu0pzRTNFhtoGrgujT2dGyrPDwoGQcTEzD/rhMUy2HWRqau6E/ZGloFUKr7093N0fcgdC0KbI2ZIx8TxKE3hs7xAFCXyq0CWVZuT/uTvFBwzteeDj7RV1bRmsok1JCBxXHM/qgrVQc6mSFsxLgB++9hNoxf/YAaM/RrMMDoD2HW8fgwYPxwgsv4OTJk4Y/z87Oxj/90z/h8uXLAIC0tDR07doV9fX18ms+//xzuaikY//+/WjRogU++eQT+WePHz/Gq6++arowdeegBePsnjn4qOcbeNukeJCg78JXy7EmuBTfRw7H8Yx4XCsNFrBqqabeOBDhXL1xaRQeHRkgi8sIDHFHK6Ww31dS2Ga+2I19i7C7fxaOZ8TjakkIGmZ0lenNxh+C8ODEINy7Vob6htmW6c0HJwbphYMu4PPcV6zhM4G9ua9MxGL/CVgTXIpvwwuwN3YIjqUn4GpJCO5N7S6UGytekOnYhz/Fi8W35no2S8Y+eFyhe54vjBRJnVqb+D1SAnB+O5nS4a7CmphsbA0fIV2FruCLMzjrbIGhJi9o7G+55pxbHVyKtSFj8GVvsRCu6lOMjX2LsMkmyk+2hI3ElrCR+Da8QJ70Z5tthdhkK8LGvkWo6lOMDaGj8GXvEqwNGYPVmvOMyjfUFmja6bd6AHAHRjt7aN4QOgpbw0egJibb4MKlNOjj+e30xNZ3PnhcaxPJRvo3b5jt4Pc2vEe1f/OHP8XrKfcVYjT43tTuuChmlSIAACAASURBVFoSgmPpCdgbOwTfhhdgTXApFvtPcPu96hJCa8WED04MspwiqG+YjXvXykRiW5tseFLREg0zuuJqSQiOZ8Rjd/8sbOxbZOl1p8/3+yx9zB3zcqOLCkWPDBDwxpmK40CESFstFZ/ra6XBOJ4Rj+8jh2ONlsgmGK765d/Wpj1m98z51ReMv6X7REVgpqF48HR2tFTRSFcrc6JbJRTdVm8QHDqfL7UCT3b46WVhlUL70jCjK25N9DOUDpJmiK5/q4NLJTz70HeiLIKyuv7x60BT4fOh5BQJn68Uh+LmhAC9bJB8qDwRuMNPB2kKkHnWNKAlkOEt7gw8S81GVUfx8KQVcj2paClHiB2gs+awvFoSYihTIuB8LD3BAJsJNO+NHWKAyzvsuai25+H7yOHY3i8f2yLysTV8hOm9wOpU7yFbw0dgW0Q+tvfLx/eRw1Ftz8MOe64BUu+NHSLBNIfSBGJOZcUYyrYoHX2r3N8RRmsj508qWupFSevait8n6TkUEC3VHE4ekJ8ppWXygNy4r4+xLGllS+mppHLCmxMCcKU4VEJorq9xF0I7+xzR/ZQKqz5kn6PVwaWG++mBhHRjKeFEP3GNmSPKoWW5qaa7engsSd+0cWOTy6DiMJuwYB0a5JYnldnp7GhDIWFFYKbnPgH9PvGfZX8SEx7c18pTigSIaMqDp5+fYUxeTniYeNHltY57n3npYKVeGHZ/ZhdR0jnRT6ppzubacXJILH5MTcLBxDQJn7f3M8Jnmib8NeAzT5hOf9m8aJCnnsn1rKaeuW6De56PpiXiRGacvN5dLAizBM/3Z3bRPfk0CaJ68lXoTFqNbd30hHNNoFPYTKCZw+X7pzLFeTpLqKnO5ojzfL7jeWGk42n2ddrPoJ9JfweH1AYwbQGln9QE6glpgtGbu1jD6Eqm6NA2dR/O6iT1HGYg+mJBmLy/nsiMw9G0RIMfmms51DS06oZe4GdeUDi9mQl9dyE0vT8JQm/vp0Pog4lp+DE1CSeHxOJsrl2qy25N9MO9qd2F2oeKTWm6gkoJmQ/a9B6rTVi4M3HkVMXBN7ho2ojusTRdwbzyj+Z0xH+W/ckDoD1Hsw4PgPYcbh01NTX4wx/+gC5duuDf/u3fUFlZifT0dLRo0QJlZWXy6+rq6tCyZUvYbDYsXboU7777Llq1aoWUlBSHnzl8+HCZcFi2bBliYmLwxz/+ETU1Nc/0GmnB+LbPcNPiQYIxH2rJxM22QuyLG4yLBWG4O8VHFE191V4fjXeh3nhSEyi+/tPWuDe1Oy4WhOHwoGRU2/OwLqQEFf4TMEtLYauvg/ysS7Qx/Z1ROfgxNQmXi/ri3tTu4rWsa6v7a1kSm4CZmsZu/CFIQLZKvXDQCj5bpUq5X3cJA3q18Rk4OSQWV0b3RsM7XgblxuNaGx6cTBOvkRW9OdVtnMrU07AbO+HpCrFwvj+zC25P6ikTzxw8rw8dbRg5p7ItVwVC3N9ICwq1uM+dMT9KW9CDPz3074sbjNr4DJlIo1SaetJ/O5CQjtr4DJmQ290/S4IL2vV3Z/xMLVRUHwhUh7TV+D15LGmEeH3oaAOIpkT07Uk9hW7l09Zi44H80HV2kc53ouUwFGReGYMHJ9PExgNTcjS844Uro3vj5JBY1MZnyPfskoDxBk+5VVrfCkLLYsJKAaEbfwgyLfGkDRKZPCaP+rq28jN+uagvfkxNws6oHKwPHY0lTkoJ/+otAF+F/wSsCylBtT0Phwcl42JBmP4Z/6q9gOIuVBxS9aNdb+5O8cHFgjDsixuMzbZCLNcKHM023aiQ8G2f4b/6gvG3dJ/4LDjVoXiQRuRlOnGFeM88/c7nuag3Gi6MFO998j5rjtany/TrH3mfz+dHGIrC1KmPRU2AZjy5aVU4yOHzDnuuhM8nMuNwLi8SV0b31uHzB511jy0HMpoLVaY4FeWGOi76LFoGBz8wgWfyO3PNxgot7aw9GJPTuX66t0w6q9CZUs70UEzpLPJV8ut1tT0P2/vpgNlsg3F96Gh82bsEX/YuwboQca4NGSPPNcGl8uR/Tl9L37s+dLTphicB6u398g1gmu5PtfEZMhXI4czZXLsjjKZkNMGZ2S/qYKZSS2hxPQd5oglEq57vZ9StGB6SFSUHTQ84lBOuain96Q8+6KxD6NG9cS4vEicy4ySEJo2NquNQiwmdTRJYbeYserXcYbqIX2fO50cYfNCNn7bWpyy2eus+6JNp4vf4HFQcT7/zEb+jFS/IKQtS/KiFhP8IVdNv6T5xoLyjsXjwq/byvd/4Q5D+vn9Om20ufeh1dt37bFI6+GhuBzx47yXUT+uG25N6SiXNubxI/Dy0P46mJaIuKRX74gZjV/QwCfg4fP6s1zhUaL0CzwM+Oyt6U5UbC91MPau6De555te2a6XB1uBZ8eE/War9G3Ons5J0flLtq6ecCToTcDaBzQ6QmUHl+kuj9PPKGPEMda3M/Lxerp8WX0M/g/9cA6xW4LQZlCYgbYDRu/yNMJqS0dwZvYKlorkr2gJEXysNNtxzzfzQpOVwJw1NBYVcyfE8CjJdQegK7b3KITRtkOyKHoZ9cYNRl5SKo2mJ+Hlof5zLi5QKs9uTeqJ+Wjc8eO8l4Zc3KSWUPmiz+6vJRNlz2eRl1xm5pvqqvaGQ8EB5Rw+A9hzNOjwA2nO4fdTW1iI9PR1eXl7453/+ZwQEBGDu3Ll4+vSp4et++OEHxMTEoFWrVnjppZfw5ptvGhIMdDx69AjTpk2Dl5cXWrZsiX79+mH79u3P/PpowfjWywWyeJArL6h4sMJ/Ar7sXYKdUTk4mpYoXMuzXxQ7j04SiQb1Rq1NeC4rRSKR0pE1Mdmo6lNsCqZoPJ+DKdOisnntpQZEvhalPM3h9dTZBRBc+gIefNDZUDhoBZ/Nyt3e766XDa4PHW3w6l4rDUb9dG+RzP6qvRizrrNLFYNVAlamnm9MEuk/0m1Q6VZFS/FA9FYPXC0JwZmcKBxKTsHu/lkG8LzYf4JIcmoPiOqouZr85aVB09lil7fX0yJ3jebx2mQrcljg8rE+dcSZvJtUCnWxIEwWQ6nnpUIbLhaEGUqqzuREOYx083E0dQG2ySag9Bq2+KrQfi8Eo+nhWS0hM/v98BTX7B7i97LYf4IBRO/un4VDySk4kxOFqyUhuPtWDzyc1Um8D7QSJanlOJ8vQIGr94KmXnlcZxcL26/EeGv9dG9ZTki+cirL/EhTXpiVZVpBaF5M+OCDzmJxt7GT/r41gdC8zPPRkQFSf/F4XnvTglG+0cRfl7rRVNWnWCpsrpaEiGR2pZggeFxrc67i4BMXK4We5uaEABxNS8TOqBx82Vvf8OKFhPTZ/tvLk/HWywX/kAXjb+U+saL3IOyPy9SLOHnx4Px24r2yrq0sCSP/uSziZKPxzlKJqnrj0ZEB4vpHUIj5WVXvM/ezbrIVYV1ICZZryiG6FjbVXfus8PlWub9UBzz+uK1eolbVUTyY0yi69pBECgF3lRsuQQzXbWjlgobEM8GYL1qJVBY9CM9rL1yo73jh3tTuuD2pp9RrWD0AUxKLRoIJOBNs3hI2UoJmgswEltcEl2J1cClWBY3Fytdex+faVMtyEx0T1zKpf0ZfS9/7+WuvY+Vrr2NV0FisZsB6XYgOpwlM04YppQQJSFNC+lByilNgc2NcL9ye1FMUGL7jJf7N57XXXdHLWWkSgWgtEU1lhQ5+6Gd4UDZ7H0iFDU0R1AQKMFLVUS/x/LitVNncKvd/ZgjdVJc63UMr/CdgeWAZ1oWIgirVM8990AbPvLbZ1bg3xHi9YSoOZ9MW8npDhc7a9UaWnK5riydLBUDghYRU6Lw/LhMreg/y3Ceg3yfq/iIApaF4UBuPVzVDTb3muTMar3rQH9fa9PS/9p53WjpYHIrz+RE4lRWDY+kJOJScgv1xmaiJycb3kcOxJWwkqvoUY12IKOhcFlgmS22fN3w2KxtUlRuVLPW8Rit5467nHfZc7O6fhX1xgx10G+R5dthUswLPi5j7fsULetqZnM4W0JlSzjzhrAJnCZs5aOaAmWDyjUnivDXFeN6e5v6pfi/9TAVYczgtwTRBaQ6keUKa0tHOYDRNGn3RSndFMz2HGYhWN3/JD61qOfbFDcbu/lmyIJPCOV/2LsEabWp0mYmrnAqZm1NO6C6EXqwpDVcFjcW6kBJU9SnGlrCR+D5yOGpisrE/LhOHklNwLD0Bp7JicD4/AleKQ12XEmoTR092+Mn+BYd7azNUP2b3VgfdFdf80LVmYSvU/aWtB0B7jmYdHgDtOX43By0YJ3iNdBhFV4sHt4aPwMHENJzPjxC6i8UKCHJHvbGyJR7N6Yhb5f44nR2N/XGZ2BI2Ep9rxWBqAeJEBnnV0fwzOVG4Ve4vQPiKF0SyuM7uoAExOJS18fxHh2LE62GlaWdz7RLguQOf/+qtw+dlgWXYEDoKO+y5OJScgrO5dtwY10ukdbSCxic1gS6VGxKSa6nX+6cyxQNjta9QGywV46D107rhl7JAnM+PwLH0BOyPy8S2iHxsCB1lAM+zFPBslnY2c5ySboJ2q2mhwIsjeHsxjfGZ+eOkQ7PcX5aX3JvaHfXTugmX3IyuaHjHC/dndnE4G97xQsOMrqif7o36ad1wb2p3WdZxq9xfd46aeNJoPE1tK6fCGHpwoNQKaUmcOS3574yD6FkKiN4QOgrbIvKxPy4Tx9ITcD4/Ar+UBaJ+WjehKViqOZarffH4QIRQFGhpeIKprpQcpI5pXCTKCW+M64WzuXYcSk7BDnsuNoSOwrLAMgmhVdhrBaFpA+Vsrt1Y6vmdDx4dinHr8/W4zi5SdiuEs/pWub+hlJCrdjj85UWAH/V8A59rnvf9cZk4nR2NW+X+eDSno8uNL/la+MbX4hfQMKMrzudH4GBiGraGj3BaSDil618wwWukZ8EI/T7xhU08jBMQMi0e1NysNOXhbiLR0st6LEkHCGws/vG89mh4x8vB+7w/LtOydJAesP7GNpvMPt+qC57rAswKB13B58ZPW4vPPMEYlgQ0jKFrIMbdFKBlMoeNoEvP84EIHeKbgedPW+uajRldDQ+8NP5LSWcVOtMD786oHFTb8wzAuapPsYTNBJoJMhNYVh3/i14tx6JXy7FQOxf4vSHPT3o6nvy/0/fQzzDrHFjG4DSBaYLSVX2KDUC62p4nfal8bJ1gNCWjaWydA5yGGV2lnqPx09aWILpxb4h04hrAnImWo6nvCcODsgblDEkt7SH5yVKtMMkFhLYqJiStjdolYbXeoM/W+yYTRbyUcH9cpoMPuuEdL+EXZrofAg5UPtUUFYfpxAV5szd2Mi0kpA2vQ8kp+MKW4LlPQL9P/L+pymg8pRJZQZic9tAmY9RpjyZf9xT1huG6R6W1GzvpUx6L9U0XXjp4ZXRvXBgRjtPZ0TieEY/Dg5JRG5+B3f2zUG3Pw7fhBdjYt8gBPtNnwCpJ+qzwmYq8edngfF/HYjc+gbjJVoRvwwssU89Wuo1b5f64M9lXag4cwDOVCpJmg8oEqUiQnM5K0llCZ55yNgPOBJs5aFbh8t139LP+fcNZ3zDb7VP9XsPPVSG1AqYJSqtAmqejOYxWNR1Pv/PRCwypvJD0HMtY34ICou9N7Y47k31xq9zfUsthlYb+NrxAhnH4hCiH0PN9jeWEVPD+vCA0vX9pLaVC6I19xfu22p6H3f2zUBufgcODknE8Ix6ns6NxYUS4nCozlBJyH/TaNnLDq/GHIOv7ahPLTh1UHHTN0Ta8DNMWVEhIKWhN9fP/prb23Cc8R7MOD4D2HL+bgxaMpV0KHcq41OLB3f2zcHJILH4pCxRu27Vt8GSXv/DDWo3Cm6g3aBSeEpFrgkux6NVyqQBRYRR5n52Wk2kg/P7pLPcTmmvbCDg20Q/n8iJxKDkF1fY8fNnbPfj8gY8oQ1weWIaqPsXYGZWDw4OScT4/ArfK/UV6VCtza9wbggcnBhmS2U4hI6WefwgSNzGtbOv+zC64NdEPlwptODkkFgcT07AzKkeW0FUGjJfg+e1u7kEW1XHMd6eprZh2pqmpmC8KKD1BY3u0gG2Y0VW0Y89+0TC2J4tKaDG7THsoX2FyLte/5kmlnhAwjKvNflG0Sc/oKhdofFyNoDQ9TFCDOSVZqL2cp1icFZRZPUy/zUB0pQapNtsKsTMqBwcT03BySCwuFdpwa6Kf2JigMqXNXXQf+Pl8p5sT/H384MQgAZS08swHH3TGrXJ/nM+PwOFBydgZlYOqPsVYHliGT3q+gQ983IPQX/YW6otDySk4lxeJWxP9xCbP2jZuTxjcP52lg18XZaOqD5o2nT7wmYRFzDt/KDnFQf3jUsVxvVx43nf54+naNng8vx1+KQvEySGx2N0/y6GQUC1fLe1S6FkwQr9PfBkhkjbn8iJxtSQEdyb7OhYPbvUW7ucjA54PCCL1hpZGVIvBVO/zruhhlt7797WyHWfXRTNARu53FZA1CT6vbSMdhY17QxwdqFpikyC9K+VGk8bPeflWVUcDhJHg+b2XdM2GVsClpqxo2kSFznzclzRIBJxXBY2VsJmD5kUMLn/SUzj75/tOxIfaOfcVvVyWztk9rE/+dfS99LPm+4pRdV6GS2VdBKYJSq8KGmsA0hv7FpmWdxGMpikfNU0oi5M0PYccGSYQTQ/LlIZ3puVwkoZ29f6QgE6B0I8OxegbEt90Ftf3JkJovsHDP2OuNnjU+yb/jKn9ClR4yn3QDoWnbOqiqSoOq42vR0cGiPUXU/7QdefOZF9cLQnBubxIHEtPwJcRsZ77BPT7xKEZ2tqNwSAzLyt/bz9X9QYfiScYZOF9VksHLxaEOZQOUoBha/gImSRdHVwqAR6pDPhE3fOCz1Q2SJOIH5ro70i5UdWnWAZEqu15BtczpZ5/HtofZ3KiBMzTSlZJt8HX7Y/mdHRMPK9UNBsaeKa0c+MPQY56DQ06qylnB+CswmYFMkt4fH+uPBsefuRw3n+0wOVp9n385zpAag6mVSjNgbSajmYw2qDp+CFIT0UTiOZ6DgLRPBE9p6PhOYdrOa4Uh+LCiHCcyYnCz0P7yzQ0d0NX2/NkAIfS+/Qe5ppCSkIThOblhM8LQtNE7UK2gbKaJfe3ho+QASe1lPBiQZhDKaGVD9ph04uUP89JxaGW/jr45vmm1/IXcGjGC577hOdo1uEB0J7jd3PQgrHoT0WG9B+lEBf4vYHVwaXY3i8fhwcl41KhDfXTuonFyFZvkYi8MBL37r5jnUA8ECESECbqDRUAcThGY/A0jr8hdBR2RQ/D0bREXCkORf10b5G6o9JBBUS5dNQubIXbk3pKYLfDnisdtR8qYMwKPn/+2uvY2LcINTHZ+DE1CRdGhAtgN6uTVBdISHatzOCkdgCL9e8L1/PpLF2zQKnnOR1xd4oPrpUG40xOFA4PSpa6jS97l0jIyFUbzsCzOgLLPYxUBkSAhRYBP6Ym4VRWjNyFppHj+mndHN2Xiy2SEt901tMS1IJd7asXk6in9t9kyzQt1miETU0OLDZxl2pevxvjesl0y6msGPyYmiQfLuiBmsrKuC9WHdl3BqK5moM2J77sXSK1HIcHJeNMThSulQbj7hQfUajE09B1drGJor1XzDYq6P1871qZvrmjqWQezuqEWxP9cGFEOH5MTUJNTDY29i3C56+97hJCz9Rc7+RY32HPlRsqtyf1FMDchWNd3XiiUsLGRa1QP90bV4pDcTQtEbuih8nPPml31M++ugFmquLY3EWUn1pNYNx9Bw0XRoqJh63eeLrsBdRP64ZLhTYcHpSM7f3ysTq4FAv8HKcvxr/0FxT9qcizYIR+n6iKFvqbS4U23JwQgPrp3uI9rCYRNfdz/aVRhlF4FS7wRb1T9ca2biIxynys96Z2x41xvUy9z1V9irHGpHTQbEPJHUWACp832wqdw+fp3hI+P12mw2d6IJIN7QqEcUe54cxHKEfP+Tgo122Qk7DSETzzjbtLhTaZqjqeEY8jKQNRl5QqFUcqdKaUMxXDcuDMYbMKmgkwz+7xJmZpyasPfCbh/e7ifFc7Z3ab7PZJ30M/g37mLAaqCU5zMM2hNAfSVKBL6WgVRpNyqi4pFUdSBspU9Lm8SFwqtBk2Zh1ANDmimSOXQJ3UFCijw01NbRnK9tjD8oOTaRJCS0C3to10qz+c1Qn1072dQujNtkIHCN1UxQ3fAOelhGuCS1HVp9jUB31jXC/cm9rd6J3/uoNIvTlRcbh9/dE2eGXpKS8knNMR9dO9cXNCAC4V2nAqKwZV0VGe+wQYgH73j7qTlZWsOozDU8L/GTQz7qg35MbbVm+n3mcqHbxc1NehdJCud9si8mWClMPnRcyjy5OjZkVuzwqfZ2nXLepeWayo8Lhyg8rcSB9klnq+VGhz7rDn6iAr8Mw0G1KxoZUIGvQaBJ3NUs4qcOaw2QQyc4j84HGF4Xz4pLLJp/ozrCA1B9MGKM2BtFk6Wk1G/xSvlxiSooPrOZyBaFJjOelk4PdtnoYmLRaVZ6pKDu6F5l05s7RreXMgtOowp80U8pcvUiA0Jfi3ReTL+6taSni5qK8sJXTqg9Y6NkyvPU1UcVhuftHEmdm1h5f+rmqJQ+/+0XOf8BzNOjwA2nP8bg5aMBb8qciQ/CPw+1mvcdhkK8K+uME4lRWDmxMCxAi8luq9fypTpNVYassAfH+KFzfXVc7VG2oKkheSLXq13MH7fPetHiL9srYNnuzwk0CMe3QlEGuYLWDdiUESiD2paImGGV1xsSAMR1IGYmdUDjaEjsJnvcZJ+Dylq7FwkMPnBX4CPm+yCfh8NC0RFwvCcGeyr/j9LBOpbEo+W/meZWr09jRjqvXvXsbUc7k/LhaE4XhGPPbHZeL7yOGo6lOMla+9jgr/CfhQK5yzUm24m+rbbCuUSeeDiWk4mpYoofPVkhDHAgj+EE1jxd901sfxrFIRvHTErOVaaaF2WvqhpQnkWNs3nfXxcjPYogHpqyUhEkYfTUuUDxvfRw43fbC2SndZqTne7S4eqCs0LUdVn2J8Hzkc++MycTwjHhcLwnCr3N+Yhtbc0BLe3Z5mquTgXmj5nvmmM54uEw/Idyb74mJBGI6mJaImJhubbAJCL/Azh9ATtU0JgtCf9RqHDaGjsDMqB0dSBuJiQZjQ7lS01Dd8TgwSC+6G2Q4bPvUNs/UNnx1+In38cVvcfauHgw960avlDsWjHIo7VXGsaokn1b54+FO8AYjz9N+9G5Nw/1SmTIs/mtMRNycE4FRWDPbFDcYmWxE+6zXOAMLpWljgAdAA9PvE5ljhYb9WGixSiB90FpB1uREAUaEeLx50K4GoFa6aqjdWtRQAaG4HNMzoilsT/XClONTgfa6252GTrQhrQ8ZI7zNtIrkqHbSCz/N9J2Kx/wR8/trrWBdivEbWJaXieEa8ZfLZAT6T75cSmpQOZ8lnd4Gi28k/1Xu60Og9pdFz/gCrpqj2xg4xpKjMCl8JOldqaaqFbKyXYDMHze8rcPltLTVIY7/TNYijnlO7Op5mX0c/g37m2wqkJjhNYJpDaQLSFVpCmqej1aJdnjbcGzvEIW3IgQ+NDhv8lQtN/JVNTG65854xbFZo7xfaqGjc18caQitJ6OMZ8ahLSjXcK9eFlOBzTf1ltmlrBqHNSgnp80Y+6LUhY7DJViQ3e8gHfaU4FLcm+qFhRlehtFqsQQcrFcfdd9yfwNDGqqm40bABtlz8Xh580Bl33+qBa6XBOJcXic2xEZ77BPT7xOFZfxSpdJr4YKPwZu/lZimHTNQbDptv9L5e/gKeVLSUpZu08fZLWSCuFIc6LR2kMjcCdksUfy7BuubA5yldXcNnUuKR79lMuUHXIa7GM0s9y2nFd7ykKkimnpeydT2BZ+535m5nnnbW1vGWSWeu01CAswqarQAzhQzUk9ag7pxWP8MKUKtg2gFIc22HVTJae64xpKK5K5p7oglE03PMUqOW48EHnWVHA9885mloriKk+7iZkoN7odXCdjMI3dRUvxmEpk4NUsksCRgvN1SoPNNZKeGV4lD8UhZo9EHPbyeeUZYbJ84cNnWfg4rDNAVNazCu/qHrz7q2ODzLA6A9R/MOD4D2HL+bgxaMeS8WGdyn73efJMFvtT0PP6Ym4UpxqO5+/s6nSdCncWEr3JvaHRcLwnB4ULJT9QaVkb3bXaSMV772Or4NL0BtfIb0PksP7LZuDilshzQmfy0bO8kk9vWxQRLQVfUpxjJNCfBu90luw+fd/bNwNC0RlwptuPtWDzyaK1J6Tzd3QeO+PjL5rCoVzJQbj44MECC1SgDsR3M74N7U7rhaEoLT2dE4lJyCmphsbAkbiTXBpViieU1Jt2GmiVBHXa1SRtsi8lETk21IOtOo0+1JPfUbPBVprdDGXjd2kiN4jT8EycUoJSCcLkTVEhFXRSHORt5o3O2neH1RR63nW73F61zXVgLpxx+3lQ8gtyf1lKOXPBldE5ONbRHO05RWIJoWXaTl+KSnGC1eE1yKLWEjUROTjUPJKTidHY2rJSG4N7W7eO8se0H4wnf5C4WBhZLD8P7RktCN+/qIBMUK8d65+1YPXCq04WhaInb3z3IbQr/bfRLm+07EMk0tQxss18cG6cnjjZ0MG1CmUwc8fbytm8H/fiYnCrXxGfg2vAArtXT2u90nyfJRZyqOw4OScbEgDPemdhfwpgmbYU+/85Eu6CvFofgxNQnV9jwJwt/XPvsEwvNe9ABoQL9P/K9EUQ56q9xfhz+V2mJ/cxdRMsVH4LX04fNQbzxZKj6392d2wZ3JvrhWGozz+RE4mpaI2vgM7IzKMWgBSKcz5xX3YZjqdafJEA7DVPhMWgB34bMEMCzR6g5INPUPEnhRU8+8BIeuexbOU0o8U6kglW6RQ5LSzvTAuiF0lBzfpeSUCp1V4MxhM4FmDpgJ0TEXbwAAIABJREFUJE/p+hcJbvg5uQmn+r30M1VYPV0B0wSlVSCtwmhKHtLY+4bQUQYARKkt6kYgEH02125IRFs6LOm+albaRroW9uDsSslhWvCpJUbpgbkpEPpsrt0BQvNNH5ocUvsn3N30IR809SmQ7mZnVA5q4zNwNC0R5/MjcK00GHcm++L+zC7i96cUoD6zikNLQRuuQ7v8xb11bRs8qWSbYOX+uFzUF/8rsa/nPgEGoOf+s55ANEs/W7yHn7UIzOUGnDY9I6+Bs1809T47Kx3cEDoKa0PGYCUrslZLB2nChjvQnxU+07WIkqLkzP2s1zisfO11rA0ZI6895Kon5cbBxDTTaQzVUS8nMuZ01KcXK5mn3izxzMAzpZ0leD6dpTud1bU+SzlznYYZcDYDzWYQmUIZz+N0BalVKM2BtIO2g9LRyjMLOaMpFS1DNVpRpgOI5olo6muo1Kc8ScuhlhRSJ446xUQFhbSZTCXt6nubnOaU7J/F3t/NgdB0/6X3Ny8lrDB5bzsrJTT1Qc9+0XgvpQmM57Sha3k/Vddiagpam8A4PPefPfcJz9GswwOgPcfv5qAFY64GoCn9/KHmXN5sK8T+uEyczbXj9qSeeDxPjAY5LR7UwJMsIlumO2BPZMaZuldVEPZXbz2JubGvAL0nMuNwrTRYQLCl2vg9vQ7F+8x9tFID8ncvQ+ng6exo7BkwVPpoqQSRYLgz7QbB52PpCRI+P54n/HJP/+4lfNSnMmXy2VmC9f7pLPH6vvMRoKWipfD5aq5nSj1v7ydKBj9/7XUsfLVcghXSbahaCDPwrMIUPkZ+ckgszudH4GpJiBht0sbIJXSmxnl6qFCKk8hZWX9ljDHpoD1k8JE6VwkHVwkEw0gcH4W7Xi4XenKRxwq45GKgqqN0ARKUqZ/ujVsT/XC1JATn8yNwckisYdxYfcg2A9Fm/waUhp7zyptY+Go5PtdKCrf3y5dpaHJDP/igs9jBX9cWT7/zEQWFWpLUKkEv30enMoV3+e9eeLqyJR7Pay8h9LH0BAOEttJxEPSlEkDyru8ZMBSns6ONpYR/99L1F64+f7U2ASiXis2fa6XB8lqwsW+RnDz4q7fjZ8/MRX8iM0464EkH9LjO7loHVGsT16957XF7Uk+czbVjf1wmNtsKsTywDB/6GlPQuR4ADUC/T3yfGozrY4Nwd4qPSD/T+HtVR5F029dHuMwpeegG9OFQzEG98Z2PpXqDSsAOJqbJzSJS6KjeZ3dLB810ALRxtLFvkdQBHExM0520xaFCR/Is8NnFQ48r5YaD65k23ahk0GTknPtOLxf1NaT+VPBsNq670iTp/FFP3R3JS4zMgDM9vJrB5Tf/rJ8Tn8PJf54ZpCboYwWkqTSJ3KsfmSSjKYloNgavlvRSesvgiJ7iYz1CTOVtWmGlwQ3dBCWHKbx7Bgh9c0IArhSHSuf6wcQ0qb3Z2LdIboy70t6461xfEjBeKsFok/xgYpqhBNVUxUGeda7iYJs9bm2G0STGT/Fic/c7H3Gd065FDz7ojLtTfHB9bBC+Tw323CfAAPTHrR3Tzybv3edSuOpKvaE57+V1cE5HWeimep+tSgfJmctLByklyksHVU0BXYeeN3ymjS9eCG6m3LDqaKmf1g0N73jJksHGT1uLdSfXbVC5oBPwbHA785AJD5ho/85m0NkKOLsDms3gYHNPd8C0MyBtCqPp2USD0Tw8Y3BFuwLR1N1AWo6KlnKy8+GsTmh4xwv107pZduCYKTl4MTttLD9vCE2fAVUvw0sJuVqGlxJW9Sm2LCVUfdBUnPloTkf9PkrvYzdUHM1OQZutyZQU9OGPPSWEnqN5hwdAe47fzcEBdHkXPXFY4T8B60JKsDMqB8fSE3Tv6lIBnh4eSzKM3zst/mKw50BCukw9Wqk3KIVJr2GHPRdHUgbiclFf1E/rpqceFe+zWemgaQJTKx2sS0rFlrCRWKmlQt83gc8E5N7vbg6fLxf1xd0pPjp83uqtQ0OWDOWLGfIx1l8ZoydXNeXG44/bomFGV/xSFoizuXYcHpRsSD1TySC1zau6De54/tvLOkihkdZ1IXqaSG2Xp4c5OcpU6ejSsnRT3ppiAM20uOQLy+eVXFAXg3whSA/XEkwTlDZzo6puwMoX5GgmQa7LRX1xOjsaP6YmYX9cpkxZrgspkSP+9KD9NxNHNNdy0L8HlRTyNPThQck4m2vHL2WBaJjRVehlSMmhJelp2oCK/+j3YUj602bGVm8dQk/xweWivqYQ2tV7foGfmEDYEjYSdUmpspTQagJBLSU09UEvbIX6ad1wuagvjqQMxA57LtaFlKDCf4KcPrBScdA0xIGEdIdNMaeFqJqG5+GxJJGIWKr76I+lJ2BnVI58DTSRUd7FA6DpoPvErsEBcvT98bz2evpZSx0+OhSD+6cydfdzE8feG87nW7tXFfXGmZwoHE1LxN7YIYYU5jK2QUTTIc8KwEhPpE6JHE1LxJmcKFwu6oubEwJ0CKYUDlrCZ00J0BT47JD4Mxs3V0pvaNycUs983Px8foQh8UfQhT+U8rKiz5UHU9JrmEFnK+CsgmYVGFulqJ7HaQWnOZQ2A9IcRvNx+E8UMMRT0bwMjOAQT0SfyorB+fwIwxixTEOrY8RKiRsfI1YTXE2G0PS5cwKheTHhvandcXNCAC4X9ZWfP3Va6FlKCdUNIBrPpl4KPn2wN3aI/PyZqjhMXPQN5/ObrgPSXND3T2Xi0aEYfRpDS0E/ntdeXo92DQ7w3CfAAPS/tzdCH6vR9yZoZBzcq+6qN7QJkMZFTD2kadjMvM/OSgcJPi/UUv5q6aC7jtxngc+02bU2ZAyq+hQ73ehSlRvXxwY5FqJS6nlRK6NGj1LPvFzQAjxzt7ODYoOnnS2gsxlw/keA5uaCaSsgbQWjHZzRlIrmrmgrEM3LClUtR6X2vlbT0FqR8PWxQZZKDrON5qo+xTIJzd/rzwNCq45ztZRwvrbhT+91Z6WEZj5oqYcktdWiVvpEkbsqDsVF3yQdmsX1iG+GHf739p77hOdo1uEB0J7jd3NwBcdkTRkw33ciPmeg51xeJO5M9hVQ7Kv2aPwhSCzoNeBkmTT8prPDuDuHTbN6vGmq3qAE9qqgsdgaPkK+Bgmbvmhl8L6aOWgNDmpy0M5vh7tv9ZDe5x32XKwOLsVC5qA1S4O+z9KgVDgotRscPm/rpidCTeAz/x3VXxqFh8eSBJT7pjOeLte0CVN8cGV0b/w8tD8OJKSj2p6Hqj7FhtTzTC1xq8IUeoibrkEUnnjmY6y8UZ68zvIBrqKlcXRJhc4mY0u8wIHftN1dQLoDnZvyM/jDikzLmIxrOsBoPqpZ0VICL/JFU+rrQEK6YdyfJ6Lf10b9CXapD9lTu4pFF09DV/UpRrU9DwcS0oXfcnRvUVA4Vzgnn37TGY0/BAnPueaFVssJOYSWiX9t04UgNOk4qJiQUv9mEJpS/7N6iNe5OrhUbgRdLAgTif/57XQHu6LjUR3sBh/8F63kptS5vEgcSEjH1vARWBU0ViaQzVQcs3q8adiUctACfdPZcjJDbkidzxefua/a4/HHbXFnsq98Dd+GF+Dz117HfN+JeLubeA0eBYc46D5RM6wn7k7x0ROH2lTEk2pf3bvKYI8ZXOCfUbX4i2BP4w9B4oHrq/Z4ukxT5rz3kkG9cTwjHgcT0wyfRfLQftTTsQzNlQKA4DNXAHyuKQC2ho/AruhhqI3PsN60Iw1AE+Bzk2Gh2ZgnTXawshuChpT246nnCyPCcTo72pD2I+CipqFWBY3Fcq1MkLshSa9B0JmnnK2A8z8KNDcHTFsBaZ6O5snoua9MNLhZl2hlSpTgUlOKBIooxXU6OxoXRoQb0tAyxUWbGWqZG5VYmukMmrCp0VQITdoqs83Z2vgM7IoeJkuR6XNIChyC0O76oMm//pHyOaQ1zMHENBzPiDeoOB6895JYoy7TSh23eqPxhyDHTTEXhYSytJFtikkffbWvnJ6iiYy7U3xQM6yn5z4BBqD/R0c9/cyS+84Sh1ZrPf7vYroRp06BqOoN7XrI9UN3JvuKUmq2Ece9z1Q6uNlWKB25VDqoAjnV+/wsMM4ZfKZJC/LPk5qAw2fVO0+6n6slIbIsnFzPhtQzLxlc19aYetb6Wyy1ehw8m6Wd3YTO/9Vg87NA6SbDaJ6KdgKiDTpB0mpRGnpdW2NJoZKGvje1uyxfp34HrtmifgcVQpOOg9L+Zu95FUI/y6aL6oNW3/PLA8uk45zuoTujcgw+aL6Re2NcL+NGLq3H+P1TVXHQRIbJRq67hYRWExnqZNrT73xw+H909NwnPEezDg+A9hy/m4MWjPmdigyQ58veJdgVPQzHM+JxrTQYDz4QkPTptm54dGSAZcqQu1afrmyJh7NflIVfe2OHGMbtOWji6g16DRv7itH/k0Ni8UtZoHgNfNyeQXAH77OaulzUCvXTvXGlOBRH0xKxK3oYqvoUo8J/Amb3EBoQ9bVQEvujnm84+HAdtBscPmvJP76o5mWDDRdG6r7nr4VD9eGsTrg9qScuFoThWHoC9sYOwdbwEVgXUoIlLPU8naWeVbipqh6WKYnnAwnphoe2u2/1EA9t89tZghMVOvOHBg79nfmynCUGrNqoXZWPmCUmrP5+/t4wLBZMYLTpg/f8dmJ0XSsdIvjFQfS6kBIsCyxzUKOYOblpk4DS0EsCxmNdiIBce2OH4Fh6Ai4WhOH2pJ54OEs4y59+3UH3Ql8YaVpOKBPHXDvDITRzQnPvOalnVO/5ZO11ztY+j1V9irErehiOpiXiSnEo6qd7i5SByTQCf29w+GvQ8nzQGb+UBeLkkFjsGTAUG/sWyY0pVcXBN6ZIy7M3dogsRn04+0XxOWRueqvpjEdHBojfy3LxGq6VBuN4Rjx2RQ/Dl72Nm2P5nTwAGtDvE3sLxEPs43ntHZyrZqCHK2Msk4ZUisbG3Q2gZ1ErPJz9IuqndcONcb1wqdBmKB7cGj4CG0JHYVXQWKneaC70UkvQaGLkSMpAnMqKwaVCG34pC5T6BDkxQulLF/C5SUlVqwcbk5Ib2jzjJVu3J/U0lGydyIzDkZSBspSIHj4JPKsPn4uUtDM9gM50Ap3VhPPzTi87O5/X38UT0mYweiYDRjwVvcgCGlGp0s6oHFkSdiRlIE5kxhlKlQydC5SGVpJcqtZABXtNTta7gtBftNInhDSNyy9lgbhUaMOprBgcSRkoJ4TUEtDmbgaRimNV0FhsCB0l75NUSHip0IYb43oJBc7sF8U9iW2MOWiBNPWNs8kM7oI2TUGTk35eezS844W9Bd099wkwAL3kJcfwAqUNaVquieln0+JBZ+oNNgnSuKiVw2bc1ZIQXCwIk5txzrzPaukgh880YfNrw2e+oaWWDaq+ZzPlxv2ZXYQj1yr1rJWHy9Tzvj6GckGn4NlJ2vn3BJ2bA6MtU9FOQDQvK6T3tkxDf9PZMg39cPaLuD+zi6mSQ/VCq+WE6gb0rw2hednm3FccSwmd+aBpE/diQZhQR6qbuItaGSeJnKk4nrGQ0CEkcGuK+VTGLn8cXvKS5z7hOZp1eAC05/jdHLRgLPxTkUP6+WBiGs7nR+DuFB/htaSyr9NZDp5V8r3eP51lWjx4KDkF2/vlY3VwKRb4vWE5as+LBynleLmoL+qne4sHsaqO+mtw4p29fzpLT2FX6t5Zgl3kfZ77ig7C+cMQjf3P14DXhtBR2BmVgx9Tk/QEqAV8dgoGz+eLB5lqXzxdJ9qm78/sgpsTAnAuLxJHUgaiJiYbm22FWBU0FhX+EzD3lYnSTW2ldyBQyMvuNtsKscOei9r4DAmeDf7WT1uLm7OWFpLFPTSy+gwt5WYJZJdFHWrZoHrS1zgpMLFKYLvzQOMw1n5ikF6ARinM5SJhwL2PBKJr4zOww56LzbZCQzkkbWxYaVLItTz3FaFIWRU0FptthaiJycaRlIE4lxeJmxMCcH9mF7GQWtcWT6p9hfKClROabnQ4gdAXC8LwY2oSdkblYEPoKHzWaxzm+0406HC4w/pvL0/G3FcmGnzQJ4fE6j72Sj197M7nsnFviIADFS1RP90bl4v6yukIXkhopeZZ4PcGVgeXYnu/fBxKTjEvJFReB/fTG65Rn7bG3Sk+OJ8fgYOJaQ4p6MI/eQA0oN8n9o0SCSoJeTZ2skw/8/eA2aLdsnhQKfwiyHNroh+ujO4tR/+peHCTTbhnuXqDu9nVz5/Z2L9aOrhMS9+Q93lf3GAJvC6MCBfX0bd6iAI0Dp83djL6Z58BPvMyX7PCuIc/xRsVQlUdxd+9zOg45aCFp54p5bcrephh9FZ94CTYQiVbPO08nSX+zKBzc1PI6tmUEkKz728OoLaC0aTpUFPRH1qAaFJzUHpxV/QwmebiaWjTB+mF4t/36RetDE7Lx7U2PPwp3rTYkpexPjOEJg/7xk4GCH1/ZhfcfasHro8NwoUR4XJDaF/cYIMPmj6TVqWE6meS1jNm3RX0maQNISokPJMTJUpAJ/rpm2POilFdFBIa7llWKeiNnfTNsVmdsG+Ul+c+Af0+cWj5y01OPzsLEFgWD57P16+JVhtyi1npNFNvUCKUb8iZeZ956eACP8fSQQ7gfk34bHbtoLJB7nt2qtz4uK3R9aymnnf4ydTzo0MxDuWCzsCzVdr514bOzdH5/dqvR1UFOqSinYFopaxQajl+CBITT1Zp6AqhcnSm5OBeaF5O6GpN8DwhtNlngO6fNFHEneeqD5pv4FLi30HFoZb7qhu4dO800Vm5W0jYlBT0oeUve+4TnqNZhwdAe47fzUELxtGdCzGrx5tY7D8B60NHoyYmWxZ9PZzVSVzAWbqQP9xI5cWlUcK3vNVbpgupeLAmJhsbQkehMmA8ZpskHKn8cO4rAvhW9Sl2VG/QuL/inzaoN7j3eas3nq54QaawT2dHozY+A9+GF2BV0Fgs8HvDFLr9RVORzH1lIpYEjMf60NHYYc/F4UHJuDAiHHcm+wo9AnM+O4PP9x8t0NUIdXaxcPiiFRo/bY2GGV1xfWwQTmdHoy4pFTvsuajqU4zlgWVY4CcgJqX41NQzeUtJ6bBYg5hVfYrxfeRw7I/LxNG0RJzLixSJZ6viMAZL5E5wE5ySlroLdVHFyjcazubIAo77pzLx4GSaOE8M0k/tz+hr7p/OEgkMXnZithh2ogVx+RCuATGZeuIP4SYFRNdKg3EuLxJH0xKxPy4T30cOR1WfYqwKGovF/hMMyhS1pJBS9n/TNg8W+AnNS1WfYuyw56IuKRWns6NxfWwQGmZ0FRsGX7QSGx51dql6UXUcphBac0I/mtsBdyb74sKIcBwelIwd9lysDx2NJQHjMfcVAV3NPg8zu03GAr83sCpoLL4NL0BtfIZeSjj7RfF+2upt8EGbqTjIwyy1OIqKo6pPMT7rNU5uDJmVk87u8SYqtUJCfp2SUxra66i/NEoqQQxQj09prBDTB/w6tT50NBZrKejRnQs9C0bo94n/LPuTPjGxrq3jmLuWcGtK+tmheHBbNzEyabHpcyIzDnVJqdjdPwvbIvJN1RtmoMssbclB19xX9NJBKj7bGj4CNTHZOJScghOZcYaRfwm7Fmtjnvx6eihGB15NhM+WG2N8SoMrN0zKVMn1TIkn7jflkGVj3yKDasMKPLtKOzcF7DorCOTlgPyc2nWy26f6vWrZoRmYbiqMdpaKtgLRXM2xsW+Rw8M0eS0pwUhuaNMyYK7kUBy7VhvHTYXQD06mScWLvP+taimAnrYpxJU4JzLjcCg5BTUx2XIqYTUrJZz7imNpr7oxa7YxZKbi2BYhykDrklLl59J0c/3rDni6rZt5IWFTUtBXxjjqgSgFPb8d/rPsT577BBiAXunj0lf+zOlnBfC4VBFpm3Jm6g0qXz2YmCanQbZF5GOTzdH7TPoh7n02Kx10ds0zg89WCgIr+EwagoOJabJskPuefykLxK2Jfrg7xUfXEcxrrys3llu4nmsCRer5QIT4dzsxyBE8s74XM/Bs1vnyPCCvFThWCwKbc/4acNoKRDuEc1QQzR3RBKJPDBJp2gMRYg1AJYWqG3q5ruR4PK+91M7cneKDWxP95DQUeaGpnJAgtOqEdgWh37WA0K4KOK1KCWmaiJcSkg96k61Iqjj2xg7BwcQ0We5rpuIwFBI6UVm52iBrUgraSU/HoZU+nvuE52jW4QHQnuN3c9CC8fU/F8r089bwETiYmIYLI8JF+nmhSN007usjk4Uq1Ll3YxIenEwTqdF1bS39qrx4UHW8fuAzCYteLcfakDGotufh5JBYHSwtcw9w1V8ZowOuL8Q40p3JvjifH4G6pFRs75ePtSFjsEjzPnOwyxOfBHTXhZTg+8jhOJScgvP5EXoB2wpRxugKPpN2w1AOt0qMSNdP64arJSH4eWh/1MZnYHs/AVM+6zXOoNwwA5dqqd2SgPHSVbpnwFAcSRmIMzlRuFoSIvyICni2HE11c3zXQWfBC/+08SPD7r02Rva41obGfX3ELn5NoBgp2+EnFsDVvuJBVzvpz57s8BNfVxOIxh+CxCJZ89LReKAhpUEt3KwYUdWGuD32bqUGYCD6zmRfXC0JwZmcKBxJGYg9A4ZKFybXp/DSSHUjgSs5Pus1Dl/2LsH2fvmojc/Az0P742pJCOqndRPe5VVK2aWFjsMBQv/dC09XvCCLOM/nR+BQcgq+jxyOdSElEpirEwEEymf1eFN+Prf3y0ddUirO50cIP/z8diIhp20QWbrZ1Q2iZfpG1ckhsai258nPJ5UBckc8LyS09NSva4snNYFCCXJjkuNmGSWx9/UR17WFrXB3ig8ujAjHwcQ0bA0fIVPQr//ZA6AB/T5xcGIH0/SzoeiLpQvNwI4h/WxVPLiqpfCwz+mI+unesviMxv33xQ1GtT0Pm2xFz6TesPI+U+ng+tDR+Da8QKo3jmfEC00CJS21h5snFS3luP/Tbd0kjDfAZw12ueN8VuGzqe+52lckn7hyY157PHjvJdyb2t1hvJxKBvfHZWJX9DAJWNaHjsZqzW26xAQ8c80GlQmq0NkdeGultOCgmYr/KFVMQJe8y/ycaXKqX0PfSz+LfjYH1BxMNxVIq85oepAmryXpOVQQTY7o1Zrbkh6od0UPk2PFx9ITHMaK703t/v/Ze9OgqM597fvLKYcYrcQyHjWIQQIiNEgDyiSjyCiDoMyCKAYkGD0e3UaTePSxTNxJtLQskm2ZUBg9ZvLRYOLRaCkPiRQSZKOJaDmEWIqIA0ZBFPF963o/3Ot/r3vdvVZ3I+73qUr1qlpflEZsek2/+/r/LqZ6+WC4VslRPZp7LS280BKEttsJLSTuOYT+2ZMtDClaHDo2eSlogTf+mDMN5xMjuIrjB/9sfO1TwEsJ++ODtqXiOGDOw7HAOagPn8W1OFQI2rVynHpsVg02LiS0koLu+3+rjM9TOino02UjHNcJCAD6i4l2p5/FCRkZ3PW7eFCvhFUpHtRTb8jnRlIRkff5M+WzS9BNLh2U1Ru2Fq4GCp9Ju9EUHccXrH5PD8L1bD+0F3hb+p71lBt7XmAgzij1/FsELxnvvpajvZ8WHM/WNBsDBbi2QDP9W+Iuqvrs3fW+jy0w/TxS0YZ6DtkRTc9Tipaj52K8tqRQTkN/M4L9fnWUHLIXur3AG9ez/Xg54a9x0WiKjuM6joFCaFsL03o+aBFCi8fDZ5MXanzQdCxYu2bSYiS/ZtpR6mutkNDo92/PIhmloJu/cHQFOLaBbQ4A7dj+MhvdMJaNzbZIP98u9tBNP3d1r7cYa+++lsPSvd+PQd+nTHnRXuCNc/FROBGUbrN4UIRKB/1y0BCRiLZcM7pWODHgYY964045Hl5O0nqfVzjxEf8TQen42qcAFe5vcNAmp7BXvrqEg7bdypj/6ah4tGYEorPUjb0fOwbhafVoVTmgFA4aOp+vZjIdiAIAqRSuPd8HF5LCUR8+C4f8s7DHNB8V7m/gfRdj5YZYZLfxNTaa+tnkhVwRcjoqHpdSQnEjzxedZa5sRPzDYezia6UszCgNZLjKS8BZcSiLN0fcV1brod4cfT+GXfi/GcEenPe8wB4OK5WH6Z3KvkPY6c8+V1JfVYPZ6/YOY99n/0j2fZWbaJ7goMIU4Saap2/sLGrSTYXplRHtZMnDh2tGo7PMFTfyfHEpJZSXo33rMw+fTV6IrUoCTK9AUlZyvO9Shgr3N7DHNB+H/LNQHz4LF5LC0Z7vo5Ze0gJIg5n9Hq05oe+Uq0qa6tF4uoOlfjtL3dCaEYjTUfE4MjUTu72K+MLMSp30MS3MVChTAaSkuZHnqx6nig/64eUkDn9tqTjoOG3LNaMhIhEH/XI0i1W2CglPBKUzL3WBN1OCfKq8N02BmsUqOmdZuOqVFPTtYg+LFHTZ2GzHDSPU68Q/l72gn34Wk4VK+lkvWWhRPKiXLBSKBx+uGc0XeP6YM42XgNYEz8YP/tn40rvQUL1hLWFJ3me9hOVeUyGqzbkccJ2ZGcPG/PN90FnqpnXNUmGrkcKoH/BZA7wk+CwW2XDAIig3ulePwf2lE3i6T049U8kgJVOp6Z5Gy40Sz3qaDXsBrZ62QoTNKyXAvEYBMu8p+1pntq+b8Cbf11vZxa+j19L3ekeB6SKgXvmqPpTur05ELxUtP1CLIFocLSa/5SH/LF5SKKehKdV1f+kEdK8eo1Vy0AO1UPhmBKH7VUxIi696SiqlqFd0s3eWuqE93we/pwdxFcexwDmoNudir0l/QkH0QdszoSCqOL70LsQP/tmoCZ7NS5X/mDONL7jz+x6jQkJhUkOcINK9B1CAAp/U0ElB/3PZC47rBITrxJcezz39zMEcaWKk8Xa+MPfVcO1UyPqXeZn0rQWeuJHnq1FvNEQkWqg39M6PA/U+y+cGgs8ibKPEpzX4TKnPi8lhaM0I5NCNkp8w5gOdAAAgAElEQVQa37Oi3Oj7VFBu0H3zj87Mh1tn0qaeFdezRrchlQvaAs8DBbR6oNlaZ8zDx5ufebenc8aod2Yg/1cjEG1RVihqOYSSQp6GrjMxHdePzupzlqLk6PtUVXLIXmgqJ7ye7YfWjEBcTA7TTANYg9Db3Uo0izJ6ZZz9UdJY80HL10tZxdEQkahRcdzI8+Uqju5VY9XjgKaHvhquLtxKmiAxNNAf9aS9Keh/funhuE44tgFtDgDt2P4yG90w/ser2Rr3s176ubs1naV5lRt2TeHfhZnsIqiM1XeWueL39CCcCk9CtTkXOzyKrRYP0lg9AfDziREsbbxxhCZZqafeePh4swp6GwPYxeXTQeh59xWerKSSsx0exRrfrfhzUAp7y+ulFqqBO4smoWftKHYj990olgZXIJst+Py4OURNn24cwcvgWhIicXJ6Cg765WCXVxG2KQnUt50slRtG5XV7TPNx0C8HP4WmoiUhElczA1ghz8pxDFTSA9iPzizxrONpNUoAGeopCIxQ+kRx7+mOg30+iN8EPfl4KHo3vciamte/jEfrRqLn3VfwcM1odK8eg+5VYy331WPwcM1o9Lz7Ch6tG4lH61/G440jWKrj46HqzfXn+mOF5PriD0P0YG6HZsQCDEkg+kn9FHbTR8Dsg+HoWjkOdxZNwtXMALQkROKn0FQc9MvBHtN8m2WSlDR+W1GqbHMrwS6vIhz0y8HJ6SloSYjk5ZePN47gEJo7oW1B6MtJ7Gf+jn2Oe9aOwp1FkyzUNFuk9PEbUvp4k0sZdngUa0pCby3wRM+7r7DfRfVoNhmg/EwWJaGyiuOLIXi8cQQ6y1xxPjGCA2AjXY9YSLjDoxjV5lycCk/C7+lB6CxzVXU9NW7ouTDTojCVny9a0w1T0DSx8R+vOgA0ICTbVg2yO/1s1f1sj1t1/ct4sHw87iyahOvZfriUEormmFicnJ6CI1MzsW9KPnZ5FemCLSPHrDje/7bifZYds+R9Pjk9Bc0xsbiYHMaLzh4sH88c2B8PZedWKmGscVMTls84USI6sQl2UdkgT/cpvue+T9mIrQxX2nLN+D09SFOqJSf7xIdIvbHyZwXPeqlgI+BMCWECzASRN7zGHjzfdynDJmX/+8TF+PvExfjIjp2+ll77vksZNr7G/n8iqCY4vcYKkO5v2tseEK03XlzlucAw2XU+MQK/pwdp/Jb0UP3k46HsfEteaEp1ieWEwrXOHghtNAHEJxRq3HgJ39Mdymdw3Uh+nLblmnExOUxznMo+6PcVHzRBPFvHqt5C0S6vIuybkq85Ti+lhOJ6tp96nIqFhDZc9UYuaHtT0M2rBjmuExAA9Dfedqef9T6LFulnsXhQuv/UFA+KPvyt7L6CJkMo9Wmk3jjkn8XVG/I58nl4n2X4LJ4P+gOfz8bO4PC5LdeMm4UmtWzQyPdcNdiiaJBSz2JggyAcP28IU4R6aruBgGcjV7IRbCZg3P3o73zverhRu1M/jD279Frx+8pw2loR+rPCaGsgWlNWKKgMKQ3Np0uVwA9PQ8sFhVXGXmgqJ7xZaOI+9IvJYdwJbS+EFu8fZAj9vHzQ4rFBKo5D/lnGKg5lGoAmhx5vVCb3dHoUNAor8flQ+dzbSkHbqwp61BKNf37j7bhOOLYBbQ4A7dj+MhvdML7tPBdfeheiJni2oftZhL+a9LMIfisGoXvVWLTn++Bs7Aw+Ur/l9VK8p1M8aK1YzFqaUQRaD7re0yYaq9h4aGepG35PD+JwjQrO6OcgqEXg753x5TyFXW3ORV1YsrZsbfsgPN0/Ek/qTGy8XwBbVuHzj854upOpD/5c4sJL4GpD0nDAnIfKyQux5fVS7nu2BibXT3gTW4TU89Fpc9EQkcgSsgXeuL90Ah6tf5n9rHteYMmfOpOq2rATPMtpPDkNpfHt7XtJHfvazlJ55B57uGY0K8FY5ox75RPRWeqG28Ue6Cjyws1CE9rzfXAjzxdtuWZcz/az2NtyzbiR54v2fB/cLDSho8iLOe5K3XCvfCLuL3NG18pxLPFBrrstQ9TiiT0vsJ9P8H5ZK1q06z0heEZqjjoTu+nb8wL6tjPn+P2lE9Be4I0LSeFoiEjE0WlzeRqaftfWFhrIC73l9VJUTl6IA+Y81Iak8RLMP5e4MBXMTnZ8WoPQmoWii/Hs590/En3bteWcdWHJqDbn8vTxOwbHyXtCUSgt0vyeHoTOUjf2M1UN1kxMPOh6z1DFIU9N2FtYSj/HFkHZczZ2BtrzfdC9aixLO4ggXEhBayC4gQu6Jng2vvQuxNvOcx03jBAA9Hv/xqGrRaLQhlfVIv1MnvXmEAZYFbBFXlW5ePDXuGicCk/ihZ97TYXclb/xtTK7R/uXj13CR/s3vlbGR/vJ+3w4IBO1IWk4HRXP1RtUOtjz7ivswf5ToeTsuKsKtoTkaX/hc1f3etU/L8NngitVarKPSrU6y1zRUeSFa1n+uJwaogErlHom13Pl5IVct6E3Qmuk2ugvdJaBMyWbKQ0sgmaCy5tdWQpw6+ul2OZWgm1uJdjuVoIK9zdQ4f4GPpH2f0xaZPFn9LXblddvcyvB1tdLseX1Umx2VSG1DKYJSNP7IALp/sJoIzWH3sg9aTmoaGm/bx5PQ4sP1pdTQ3Atyx8dRV7oLHPVlixVCA5ySuKLEFrpdRCLCe2G0EISny8UHXdVS0I/VT6L777CSwlJxXE6Kh61IWk4HJCp8UHLx6vRtIKeioOO150exXxS4XhgBk6FJ+HXuGjLQkLRV//9GPTVeqjnrLZ59qegRV+9OLGhnLOa3/s3x3UC6nWi6X+btWPtz5B+FmGc5j5ULGO1Vjy46UXuxL9XPhEdRV5cvWFtgW63oiUi1YA93me984ERfDZajJKnIozgs1i6RvCZlw2uHcVgm+x7/mYEe39IuSGknh+1RFtPPT9D2fdAoLMebJYB84Ou99T9/mp1p8Jye3bxdcL3kwG1HpR+njBaBtF65e3W0tBccUhpaJo6/W4U+71LXujHG0ewewelnFCG0GIxoQyh5ekpexaxrd1HGLnR5WOEVBw7lZCAtQVbUnF0FHmxQkLqUNj0on2FhOLErJCCtvecJaegRV1Q0/82O64Tjm1AmwNAO7a/zEY3jOtcMrhP9WpmwLOlnynJWOqGy6khqAtLxn7fPF4qJo/1y8WD+33zUBeWjMupIbhb4s5SZl8Ntz3Sr/inn/zsyb7+46G4v8wZ17P9cGZmDI5Om4s9pvlcAfKf49Sfo3S0Wjr4votagFgbkoaWhEi0F3ija+U4rhfoq/VgqUoBxovwWUxjc/j8BRuTvlc+Edey/HE2dgZqgmdjv28ePpu8EJtdF3Ptgeje1VMzUPqn2pyL2pA0Ph7eUeSF7tVj2HtWqXgPa9z4ePyDjmKb4NlqGZGSNDFqGH+84SU+3kWOsY4iL9zI88W1LH+0ZgTicmoILiaH4XxiBM7FR+Fs7Aw0x8SiKToOp6PicToqHo2RCXynP2uKjkNzTCzOxs7AufgonE+MwMXkMFxODUFrRiCuZfnjRp4vOoq8uAOPxhB5EkTvxkNc+TYoC7MJojuK+VhuX40b+96VLO3dvXoMOoq8+FhybUgaqs25PLVpTbVCXuh1SjnhZ5MXYr9vHmqCZ+Ns7Axcy/LHvfKJDPh+McQCQsvFhCJ07bkwk0Et0tSsHIf2Am+0JESiNiSNFwG+72JZSvimMrFACow9pvk4Om0uzsyMwfVsP3beEI5b0cNsVZmjHLd3S9x1zx1yISHpcvTOHZ2lburkxDOkoK9mBnBv/TqXDMcNI9TrxJn/9W/GKh+DRRyj44agFj+vCG71R+tG4v4yZ9wu9sC1LH9ePCgWnFV5LkCF+xvYpJOotKXeeEdJ2HykJCorlXKzg345OBGUjoaIRJyLj+LqjXvlE7Wlg18MYedYwaXPE6f90B5o4DNB+SupDK40mNVkH5UNKgVwlOq7W+LOU32UXqKR8qPT5vKHRhGq2Er02QuejZLOBFko5Udj5pRqJthMoHm7WwkHyjs8irHToxifTV6IyskLUeW5AFWeC7DLqwi7vIqw28pOX0OvqZy8EJ9NXoidHsXY4VHMgfV2AUwTlKa0NI0TU5pLdmD3JxWuB6KNEl7iwzXBp6PT5mpGjC8mh/F0190Sd60XertQTqgku3obzOrnUoCt/flcig/R9LnkXQjfjWLnWKGU8F75RK7iOBcfhYaIRJwISsdBvxx86c0WQLYrSoP1ysKHLRWHPLGwSVFUVXku0BSFUiHhtSx/3C72wP1lzmxaQS5dpkkwmlQwuC/SfS8MVFxn/pcDQANCV0D1tGdOP4sgziL9rIA37sSXC1nl4sHVY3B/mTPvECA10dnYGRaFrKJ6Q3Tii4t0/QFrese+7Ibf7Kqv5CG4JiY8CT7TRERHkReHz92rxqrweYvke973ElswEpUbSn+KpmhQpztFT7cxEPCsB53FhLMGOIuwWQbMncvUgnPab5Va7h3F6q739+Lr6XvKgFqC0iKQFhPSRjD6eYBoizS03LVDSg4KB5GSo3q0NiBUoRwbCoTuXjWWQ+iOIi8+QSVDaComrDbn6iq85HsKvYUae44VPUUNqTjExVo9FUdjZAK/TlKR790Sd1bGKairdAsJ66doOxSURVu9FLSt85a1FPTp6mmO64RjG9DmANCO7S+z0Q3jFvdk/BSaiovJYbizaBJPMvYdd7UKcGyVeVVacbmSeoPc0zXBs3E+MQIdRV7oefcVXYBkr0/2Rp4vT2CL/mkRPpNW4G1JK/BTaCrOJ0bgZqEJ3avHsDE2xUEtJp9t+na/H8OTz7eLPXAlLRiNkQk4MjUTe02F3Pe8xiAJK+oYtipJ2P2+eTgRlI6m6DhcSQtGR5EXHiwfz4Bb5WA8rR6NJz97ahPPXe/ZnfARwZAmfacAEBprfLhmNC+8ohuX1oxAPtrYHBOLxsgE1IUlozYkDccDM3B02lwc8s/CQb8cVJtzsd83D/um5ONbn3n42qcAX3oXWuxf+xTgW5952DclH/t981BtzsVBvxwc8s/C0WlzcTwwA7UhaagLS0ZjZAKaY2L5KBalRDqKvHiR08M1o9VxLPGBXUiNaUbo7Uh08gdTSkT/7Mlu/CoH4/HGEXiwfDw6irxwJS0YTdFxOBGUjv2+LPm+9fVSq9qVZWOZ9oK80HtNrJywMTIBV9KCcbvYQ01CK05oa15yiyT0PlbW1L16DG4WmnA+MQI/haZqdDUEoUX4K0LovaZCnkDW+KBteNv1FrB63n0FHUVeOJ8YgZrg2dzFLKo49NzxlfaUp1pbQDvuyicn7iyahIvJYfgpNBVb3JMdN4wQAPSHQ1Wf6tnpWvezcqwYQRx+rNwpZwtbcvHgF0PU4sEVTrhb4o62XDMupYTizMwYC/UGpSlJvWHPOP9/jtP3PhN8FtOUV9KCmUu/1E2FzxVa+KyBfP1IPlu4TRW4whf7qGzwu1Ea37Os3KBEH6WeT05P4UCFwLNYpLXpGUfJrSkmCKoSXKGHRhk2E2jeIQDmXV5F2GOaj70mdr4Xz/UHzOr5/qBfDn7wz8YP/tk45J9lsdPf0ddWm3NxwJynucZ86V2IvaZC7DHNxy6vIg6odygljNt1oDTBJ1HXYS0Zbeu9MwLRYsqLCpe+9ZnHH7BPTk/haWhKeFkoOUQvNC2O1Jn4Iit/qJbclv1JQmsWR0QIXaFC6M5SN9zI88WVtGDN1AJBaD0fdH+PXXFqQVRxnJkZg0spoWjLNbNCwhVOaiEhHbdiIeG1HP6e6B2z9F5YpKCvpLLjVHFBn/lwqOM6AfU60fhDqK77+ZmShAp00y0erHHTFg/qqDeoeJDUG7/GRfNzpd6EiJH3+XnAZyMND01AkHbj6LS5qAmejfrwWWiKjtM4n0nH01nmalE2aKjcoKJB2fV8NVNdJFDAs5hUHwh41oPOcsrZEDYTZBbhsgKSu9rno6ttHluMuJaj7lcz1b013XgXv054PX3Prvb5WmgtAmoC0zpQWi8d/Sww2haI5u8Rgei2eQxEy25oKig0UnJI5YSdZa5c4yU6oZui41AfPgs1wbP5ojbpOCqV66dREvp5Q2hxsUaeGKJr5K9x0VzFIZf4alQcYiGhsmBrUUhoZ2+Q3uSGngu68YdQx3XCsQ1ocwBox/aX2eiG8RNPljS9nu2HrhVO7Ebmu1FqyZmdRV40wi4WeekVD5JP9qOJi1HluQCHAzLRFB2nhUdW1BsWY/yHxuHpDua1Je/zT6GpPM1JKUrZP73SSrHag+Xj2c/x1XCbyWeC4d2t6UxHQs5nJfmsB5+plE4Gj28K4HHjayz1vFtwAf8aF42rmQG4W+KOh2tGs59RScH2NgaoI/FSssfmaKmccNo/Un24VEa+7y9z1hRdEXCmm5TakDQcC5zDfXrf+szDXlMhdivJNPGBv0JKo9GoNO1bhXFsGsUWAUaV5wLs9irCXhMDF+QFOxY4B7UhaZqb90spodpCJ2pIphHmL4ZwT6RFotEKiJaTnTSi29sYwNPvT7YMwcM1o3G3xB1XMwPwa1w0d3/vVtLQ4mdBLv8TPwt6EJonoamYsDGAQXQB+lpNQn/FtCUPlo83LOxc+aq+h5kSyPum5PMFrFsLPNGzdhS7yTs0zv5j+PsxmkWspug4HA7IRJXnAnykLGK9JS1iUSGhXKCqpxAyLFClktDvRqFv22B0rXDC9Ww/NEXH4RPPeMcNIwQAvXVEvwGO0bmGQOvTw06GxYOtGYEWSUpSb2xzK8Eml/6pN/QKzfaY5uOAOQ9Hp81FXVgyh1jXs/14kpJDrMrBapJSgXviOL89yWcj+Cy+JxbwWfE9d60cp1FuEFChNN/RaXP5KPkuxbtLiVNy71Kq197Esy23sVimRUqNLcp5u0JJNsvn6699CjSLigSWj0zNxNFpc3EscA6OB2bgRFA6aoJnozYkDbUhafgpNNVwp6+pCZ6NE0HpOB6YgWOBc3B02lwcmZrJQbW4+Pm1T4HF9ekfkxahwv0NbBOKlsR0tJyMthdE64Epeg/JRU6J/B0exdgljBpTGpoKCi+lhGqVHCvHcS+0EYQWdRz9gdCaJDRpc+jYpcmFysF88YgmF8jbfmZmDOrCknF02lwcMOdhj2l+v4pD9VQcm1zKsM2thKs45MmF1oxA40LCw07a98TKNd7eBbQzW0c4rhNQrxO//E+URfr5ebpUedJTLh5UJvJIvfHnEhfcLvbgCyKk3iCgJqo3xPMlwbRn9T7bmnowKiMVtRv14bM4UBPhMx3zGvhs5HtW4JpF0aDoepZSzwRTnwd41ivZE1POGuAsQmcFOBNs1gDm1nQ8vJLK9stJDLxejGf7hZn278pr6HvQ99RAagLTBKUJSMtJaUFVoqcreR7vI52D+HEhp6HJDa1XUEhKDh0vtAyhxUARFRmfjorXHDN6Og65zNhouupZfdDyos0uHRVHffgsjYrjRp4vbhd7cD/6o3Uj1YlYuZBQmQx47u564fz1y/9EOa4Tjm1AmwNAO7a/zEY3jJVT2HjX7WIPPFr/MruZO+aiFv8J6eee3m1Wx9fFEi9KUOoVD2547U184v4G9k3J52VmdxZN4v++NfWGUfnhvfKJaM0I5CP05H0WPbKiemOtczm2vl6K3Yp/uik6DlczA/DnEhdWZvbFEPY+/BbBLkhd72lSfhYliATDlcLBP5e44FqWP4fPe0zzOXCUU6+ycmOTSxk+UYDj4YBMnApPwoWkcNzI88WfS1yY67liEFODHHdlqeermdz3aJRGtAmDhJb7xxte4tDjZqEJf8yZhgtJ4TgzMwYNEYmoDUnD0Wlz+QjjXlMhdinj3pQq26KMMopjznIZFPk35Z3+Tiyrkse5twjpup3KjQmlSX7wz8bRaXNRG5KGhohEnJkZgwtJ4fhjzjS2Oq48vD/ewNLzTz9n76eth1TD91XxuHZfzcSj3yJYAuGbEeirYG7oP5e44EaeLy4kheNUeBIOB7AFiU8UlYCekkNMw9OCxB7TfA6hr2X5Myc0FRMS9JVKAMWf80HXe+hqm8d+xmMuePoF83b/ucQFVzMD0BQdhyNTM7HbqwhblVJCUcUh+ttFH3RjZAJaMwJxr3yiYRmgVRVH5WA8Wv8yTyGfnJ6CfVPy8YkCwvUKCWmCQSxRtaYR0rigH25UCxGPufB//3axBy4khaNyygzHDSMEAP3JK1bTz0YLNDbTz1WDNelnKh6kQrOfQlO5S5bUGx8pDezW1Bv0UEPqjffGswQaJShpjF/2Pl/NDEBHkRcHWE+2MI8iTUyQ/5rre/pZ9GaoN5DgMy8bXDeS+54pzScqN2qCZ+NwQCYOmLVJPnI9i6mk/hYEyS7jv72qn3YWk860SEgJ5y+92fn4gDmPT7AcmZqJY4FzcCIoncPlurBk1IfPwqnwJF0NU3NMLM7MjLHY6e9kndOp8CTUh89CXVgyh9QngtJxLHAOh9IH/XJwwMyA9JfeakL6MyHdRclovVS0qOjoL4gmmC+mI8kNLSa9DpjzcDiAPWTLSg5+HVvhxAsyuaNcgNAD1cRojt+L8aoHmSakdg7ii61/LnFBR5EXrmYG6PqgqzwX8AmGDa+x91JUcegdx6KKY8NrTJ9TIR3DP4Wm8uJQKiTUpKCrBtudgrZnwZ5S0Gc+ecVxnYAAoI/G/f+TfpaLB7eoE3qk3rhZaMK1LH+b6o3PJD++7LTtL0SjY1t2v4s6AXHaQU+7IcNncj4bwmfyPVeP1sJnoWiwuzVd9dzquJ6fNfVsD3jmKgkxxWsNOBNsJsiswONHLdF49FsEHv0Wgcdnp7O9OQSPm0NYKZ+Nnb6WXkvf61FLtAZQE5jmUNoakBaT0Qbe7IG+p3JJoeyG7r6Wwws6qaBQA6GrR6teaAMIrVdMSBBaT8dBU1ZG2pq3nbQLtf1ZvJGd6X+Xjh1bKo5rWf6qJ32ZszoBu0W/kPBfnYL+5Wic4zrh2Aa0OQC0Y/vLbHTD+NXU6Xa5nzk0MijwotH5L71V7YWYfibwKxcPnpkZg7Zcs5q+3j8Sj89O56lFscTMwt+6fyRLLq4cxxOceuoNvQQnwbODfjk4FZ6EK2nBuFviziD458YJTgv4fC2HOZ8PO+Fp1WD0fjAc95dOwPVsP5yNncGTzyJ8FssGCT7/5zj2YP/3iYuxw6MYX/sU4FjgHJyOisfl1BB0FHmha4UTeje9yH4+Um60RPPUs55uQ/Mgqag25DFSMYVIaefbxR5oyzXzMW8qbSHYITaG05g3lVtRuZOYGFspPKyTU5NuTIx2+hp6jVhwJbpG1wvlTjTOLDcn00P8qfAkPs7clmvmSUdKRfO0lKQbIDWHtWT5w8ebeRr6UUu0quT4nBXjdK1wQkeRFy6nhuB0VDyOBc7B1z4F2OFRjL8rJZmkihEhNOliCEJTEvps7AzmX146gUHfqsF4etiJOaGv5RhDaHmC4HMGye+WuONKWjBOhSfhoF8OX8TRmyDQU3HQBEHXynH8WJbPJWKJKE1TPD47XT2WVzihLdeMMzNjLAoJCYTLKehtbiW8SPV8YoRhkSotZtnjgv5q6nTHDSOEEsKdr/bb/Swrfmyln++VT+TFg3TOoeJBvfSkNYesveoNPe9zZ5kruleNxeONI7RFZjVuKryi98CKO94u+Cw6ZY3gc6kb2gu8ucf0zMwYnApPwomgdD5GTiDFSLlBoN4WRJEfBOUCLUryiWlnWgCs8lyAPab5+NqngCecCTgfD8xATfBsDpsJNDdFx+HMzBju+W9JiMT5xAhcSArHxeQwXEoJxeXUEFxODcGVtGCLnf7uUkooLiaH4UJSOM4nRqAlIZL3DZyZGYOm6DgOpglK1wTPxvHADA6kKSH9tU8B9pjmo8pzAV9QlVPRdI0zAtHWCgvF95hAlZGSY49pPh83PhGUjlPhSTgzM4b7LtsLvNFZ6mYVQtNx218IrdsNQYXEjQEMbggFoo83jkD3qrGsQNSKD9peFYeew11vikEsJOTHcYE37pVPtJmClpVb/XVBN+981XGdgHqdaDie/MzuZ7vSzz97atPPBsWDpBT4PT0ILQmRaIqO4xBNvoeVU5z9VW/QZ9SaRoAAmlyoRvemJ4LScXJ6Codo5Hy+nu2nKRy0gM87JfhMvuf6KRbwWVM0aEW58bzBs65eQ4TOBsCZYDNB5t6mQPQ2BqC3wYzeBjOe1E9he52J7T972t7pa5XX0vfqbQxQATWBaYLSOkBaA6P1NB3PGURbVXJIBYUaCF0/ReuFFssJJQgtFhNez/bTOKEbIxNwcnqK5viRizv1Co71jiF7F2fFY0ieHpCf7Wjxpik6Di0JkdyXTroq3UJCMQX9s+eAU9DWzmMNxx1KP8c2sM0BoB3bX2ajG8bq6VOZe3ntKAtgQwCYLn4Put575vQzlYdteO1N6+Vhx1013lZDYHXYiQPw28UeuJQSipPTUywKzOSfgcCZqA+4kBSOjiIvPFwzmiWLSUGi6AysJUkfn52uJkk3vYj7y5zRlmvGr3HRqAmerdFu6MHnJcpD6Fpnlijd6VGMfVPycSIoHc0xsWjNCMSdRZNY0eCWIezB8rATc/5eTuK/J3p40oWisqu4zsTAo/Lg2LvpRQ6AxLRzU3Qcd4uKCbtPDG42xLEreTyZbt6t+TKt7fTaN//9LYuxcHFsS++mnwosKFFGbk0qL6JUNH9g3fSiCp4OjeMpMltubU0auqOYKTkazOyzuucFPNkyBN2rx+DOoklozQhEc0wsTgSlY9+UfOz0KMZHExdjrTOD0GIppQyhScdREzwbv8ZFoy3XjPvLnNnihJLcf3x2uvXkPmljSEFRMQgP14xGR5EXLiSFazQ2eg51WcWx3zcPJ6en4FJKKJumIAB82MnmgtLDK6ksEWulzJR0IPLP0K8UdNd7mvMZ/Z7EBbWetaPQUbMleg4AACAASURBVOSF6ulTHTeMEAB0lQsrNiXNT+cyq570/qSfH61/2SL93BQdh59CU3nxYKUCV0VoZWt0n5I0BK22KNBqt1cR9vtaqjfacs24s2gSHiwfr5aYUXJSLF8UXfHKiHl/nboa3z6VmNqAzxeSwvkY+fHADJ7io4dAGiGXIYq94+Nygk8PPFOKb7vyIEhpZ0o6E3Q+Om0uTgSlc+DcEJGI01HxODMzBr/GRaMlIRIXksJxKSUUV9KC8Xt6EP6YMw1XMwNwLcsf17P90JZrxo08X7Tn+7C9wNtyV/7uRp4v2nLNuJ7th2tZ/riaGYA/5kzD7+lBuJIWjEspobiQFI6WhEj8GheNMzNjcDoqHg0RiRxInwhK530F1eZcnoymVPQ/Ji3iqeiPrIBoexNf4tix/LBNI8cEqyjtdTwwg48b07XLJoRWFk7os9tfZ7lmpFjsihAXTqoG8xLRB8vH486iSRqPO6k49vvmYbeiPNgiLCbR59TW8SwuJlUo13UqJPwpNBVN0XEWKehH61/uVwraal8GLR5dTsLj5hA0V7k4rhMQAHRNqlri1c/koK30M4dpQvrZqHiQClrp8ydO7ekVtA7Ek28rvSkuKtGkHsEz0WNrEz4rzner8LnWgxerPWqJNvQ9D0S5YQs8W0s760FnETjrwWYOmX/2RF+tB/pq3Nh+3BV9x1zYOehHZ+1+2Endpb+j1/Qdd1W/V62HCqgJTMtQWgTSejDaSip6ICC6X0oOwQv9qCVaLeys9bANoYViQmsQmvzptIizS+c4GugUga2+BL3iXnHalVzQVNyrW0gopaA15fQDTEFrzmV3ytFQk+q4Tji2AW0OAO3Y/jIb3TAemenNtBMfDsPTb0ao5WFS+pmglWZkXYG/ovtZTD9TWlFOP+/2KsLRaXNxNnYG2vN90L1qLAO/1aPR2xigUX8Yjux/NRy9Hw7D/aUTOAA/5J/FvbF66g1RHbDXVIjjgRk4GzuDJ7CfbGE3c09+9jQsHRRB+KOWaHZDvHcYnnw8FF0rnNCe74OWhEjUhqRhv2+eTfi88lUGxDe7LsZnStlgTfBsnI2dgauZAegsdUPP2lFs1far4eg77soSrq3pXLmh5y7UaCGu5bBEbv0UbfJw04usPKjMVZM8pNFugj9U/GXrJt0oJULAUCwY6u9u7XsYlb/o3bxQgRE9tNJos5ic6ixzZeVjm17UJqfqp7CHeOWh1Uh3Qq70B3fK0d2ajsfNIQy6fTUcfdsZ5OwsdcPVzACcjZ2BmuDZ2O+bh88mL8Rm18VYN4HBVlsQer9vHmpD0tCSEIn2fB/2Gf54KFtYqHHj6Xg9d7mmlPBnT/a53zKEJ5DPxs7A8cAM7DUV2nU8VXku4GWAVzMDWCr7w2HMM22g1BFVGL2NASyNUDEI3avGoj3fB2djZ+DotLnYbZCCLh2tTUGLLmgOwUWlkLKYJKegeZnpNyPQ++Ew/LnEBUdmejtuGCEA6P+epE0/S57555l+pgIzWvii9POW10ux8TXV/WytvIwSk+8o6g15bP+Qf5aueuP+0gnoefcVNTUpe58pHaMD8OQHErp26QE8DuOp7FV0PkvwuTUjkMPnurBkDp/p3LxD8WLTCKxeEVB/k0dG4FmcLhHTzj/4Z/Mx8p9CU1EfPouXwxJwvpgchsupIWjNCMTVzABcz/ZjgLnAGzcLTbi1wBO3iz1wZ9Ek3C1xR2epGzrLXHGvfCLulU/En0tcLHb6u84yV3SWuuFuiTvuLJqE28UeuLXAEzcLTWgv8MaNPF9cz/bD1cwAtGYE4nJqCC4mh3EgTeW59eGzOIw+MjUTP/hnW6SidwiJL1sg2p7kpF5hmVi+RN5LKic8HpiBurBkDqFbMwJ1ITR3Qgtluz0XZhouoBh9hi0WUCRvOfdB0xTVu6/g/tIJuioOuqeQdTrvjLecaNArJCQX9MbX1AUlcrkfC5zDi0T/ZSloIQn+qCUazf89yXGdgHqdOFWbaXdqUDxH2pt+fvqjM1vw2DtMk37uWTuKq4rE9DN99ui8qVc8KIYpnjc0ExeT6LxJJWqiPoDAGTlsr2X5o73AG3cWTeIe2561o7SFg/bCZwPfs55yw55ErlwuaBM8K2ln0mtooLOScNYAZxk2K6CZg+VD49jkRfVotn83iu37R9re6Wvptd+PYd9PAdUaMC1AaQ2QVhLSGhhNmg45FW0DRItlhfa+9xZKDj0vtL0QWigm7Fk7ivvT7yyahPYCb1zL8ucOdVrIETU2dCzRdVFcBH/eizliqMiokJAUNucTIzQpaFJV8WOIUtB7h7HPw4/O/U5BW/v9yOezU7WZjuuEYxvQ5gDQju0vs9ENY80sd3SvHsOLw+S0opgW7GqfzxKT+0fiyVZWXkalYYf8s2ymnyktecCch/rwWbiSFozOMlfVGVvrwcCvXmlZ13ua0rK+T1li82ahCS0JkTgRlI4vvZnqYr2BeuNtpyV436UMOzyKccg/C42RCfhjzjTVW6sksMXiMrvA3dYh6F41FjcLTbiQFI6T01NwwMyA4vsuloWDMnze8nopKicvxAFzHn4KTcW5+Chcz/bDvfKJTAmyYxBTFNR6sCSuolcQi+ZE+KlXjNd3zIU9JO6UoE++D2+tp2RdtTkXe03qqOxHSupQHOfWe7i2BYgJdNANhqzaEHfx75eMsUxSG8FpI6giPhR8JIzi7zUV8hHe+vBZ+DUuGlfSgtGe76N9eN3JYFTfMRfdwkfD34OiaXn0WwS7Adw/Ek93MOXFvfKJuJ7th3PxUfgpNBUHzHmonLwQW14vNYTQVEz4vpL6PWBmyeMLSeG4WWhC96qxzGndn4UUclYrPuh75RPxx5xpaIxMwCH/LOzwKMb7Vpzu65UywC+9C3EiKB0tCZG4WWhiEwWfDtKWigqJbFEJ0nMxnr0/itO9s8wVV9KCUR8+CwfM6lSDrRT0If8sXmr6YPl49l7sH4neBrPV89rjs9N5oWn36jGomeXuuGGEep345zfe6LkYbwFf9dLPGugquGON0s+UmBTTzwSrvvYpQKXByL49xYPrlMUnsbhMHNnnsEpWb2xXHvC/H8PgXVNgv73Psj9WozBoClTh8zcjrMLn84kRfIT8WOAcHPTL4eVZsu/Z6Bxtz8OeUWmWODpOAIXcpVT+WhM8G3VhyRw6n4uPwoWkcFxODcHv6UG4mhmAtlwz2vN90FHkhdvFHgwyl7nizyUuuL90Ah4sH4+uFU7oWjkO3avGonv1GDxcMxo9777C9rWjLHfl7x6uGY3u1WPQvWosulaOQ9cKJzxYPh73l07An0tc0Fnmirsl7rhd7IGOIi+05/ugLdeMq5kB+D09CJdTQ3AhKRzn4qM4jK4LS0ZN8GxerkvuS3rg3mkAovtbwmR0rZK90FS+dNAvB8cC5/CR4/OJEdYhtOIv559jUSFjxeNuqKEQj2n6HH8/ht0/bddXcdCiknh/IRaKrpvwpl2FhHpKncrJC/G1TwFfVJJT0A+WjzdOQQvHtN3nNAXC91yMxz+/cSxUAgKA/jlnYIlBQVFky/1skX5eOsGiKJs+d7UhaVaLB+Vjtz++fPnYlb3Pcungvin5mtTmqfAkNMfEoiUhEpdTQ1hyUynNFuHz440jrMLn3gazMXy2w/fc3xSuRrVB4Jk0G+R2Jq9zazrXa1DSmaAzJZw5cCbYLIJmAsz7XmL/76+GM3i4dxhbZNvzAntPbO30tfTar4az77fvJRVQi2CaoDQBaUpIizC6JZprOsizzXUnBP7p/ReS58/i3LbLC20AoXsbzFYh9OONIywhdL4PrmYG4HJqCFoSItEcE8uPJ5omIJe6XEpo5IO2Z0HH6NlNXtCRCwnpeKLCXk0BvaKwsZaCNnRBC7qaZ0lBn/o5x3GdcGwD2hwA2rH9ZTa6YazLdNYA4IeXk9h4voEvte+4K55WaQvDKP283Yr7+b3x5diilP6RL7Y93wfdq8doIFVX2zyLwjKL4kEa1Vcg1anwJFSbc7HTo9hq+aHorBV1AT1rRzHAaMX7zIFi5zKWmKyfolEX3FrgiUspoagPn8X9uZtdF9sNn6vNuTg5PQUtCZG4keeL+0snqOVy1aPxpM6Engsz2QVRGRcVL4J6ZXiPz05nNxzVo/mIbM/aUfhziYsmbVgfPos31dN47FYl7bxOAD56Nw8ycDYqsCJ389tOqr9ZLBqUd7GgcI0Te53skjZKXev9THLxE4GprcJY/gEzG8snEE0pqj+XuKBn7Sh1JL96NPpqPfD47HTd8kfxRoQ0BF3t89FzYSZLjCle6McbR+D+0gm4keeLloRInJyegmpzrt0QerOr6jGvD5+FSymhuLXAU6OSeVI/haW8hGPaqg96J0toi1obW051AsA7PYpRbc7lTvXOMldVrWOlkLDr4UZ0tc3TLC51rx6D9nwf7nXf7VWELa+X4j0rLujtQgpaU2xaNRh9x12Nvfady/DwcpIGgNdlOjtuGKFeJ04fCFCTkwbpZzExyccPaWSf1D92pJ/rw2fx9PNuBbLK6Wc5KSmee8TiwY2vlfHiwV2KyuDI1EycnJ6C5phYXEoJ1YKqdSPVUtJ9LzFQJbqvlf+/LWin68+VS9wOO7GHn0pFX6CoSOyBz+Qu3SpNpVD61hr0tOVbNPLpU8FrtTkXhwOY15nSzqej4nE2dgbOJ0bwlPO1LH/cyPPFzUITB873yifi/tIJ6FrhhO5VYzlgfrRuJB6tfxmPN45A7wfD0bvpRfR+yCaLnnw8FE+2DGH7VmGnP1O+pvfDYex1HwzH440j8Gj9y3i0bqQKqFeNRdcKJ9xfOgH3yidyIH2z0IQbeb64luXP09HnEyNwNnYGTkfF81T08cAMHA7I5HoOMfkl9yD01yMre6Ep6bteuE6R+9JuCL3+ZXbNqhzMPmeHnSxLNO30mFt8njuKNS7kvuOu7N9QSoxFFcf1bD9cSglFc0wsTk5PwZGpmdg3JZ9PVm12XcyPbWuFhHRsyynof0xaxK/fxwLnWFy/raWguVpLOK71Oh4sUtDKee30gQDHdQICgK6bxxfnbKWfxc9Vv9zPlH4Wk5tK+rmjyAvXs/1wJS2YAzPSBthbPNiftKas0bFWnLZbgmU1wbNRHz4LTdFxOBcfpQFmt4s9mLt2hRN63n1FW6BWNdh++CyVDYrgcyDQU9fxLINn0mxcTlLTzope40n9FDXlfNxVTTcTcBZhM0HmL5T778rB7Pq8U9l3sL3vU2GvEHbhz+lr+Ws/H8S+X9VgFVDvHaaF0gSkKSV93FVNRyuu7cfNITwVzUE0qU9EEG3DEd3fxQBdL7RSTmg3hK4arCny7Hn3FXStcMK98om4XeyhWdA5Fx+Fpug41IfPQk3wbM2ijlxKaK3Qsz/H1Uobx5VYSEg6G1rQuZIWjOvZfugo8rJMQW8brKagn8EFbQ1Ai+e1B13v4VTdPMd1wrENaHMAaMf2l9m4s23+v7O0V/Voi5QiTwkqY/KPWqLZiXr7IHStHIe2XDOaY2JxOCATlZMX4u8TF9udfv49PYilnze9yJQBBL/vlOsmJLuvZqq+WqF4UBzTJ0AlA189VQABcLkwjWCd7H3mEP5qJtMFfD8GT3cyBzWVtzVEJOKQfxZ2KT/Luglv2oTPVZ4LcNAvByenp+B8YgTa831Un2/lYAbFyfd8q1TX9ywX4PVcjGfv1Y/O7L2tGITHG17Cg+XjcWuBJ/6YMw3n4qM46CEvowh61jqX80TSW1IiSQ/u6pVWvacAjQ2vMaixSUnUbXZlcGOrUmK1za0E24Wd/mzr66XY8nopNrsuxkcTF2OTSxk2vsb8YusU4GKtBEoPSJcJNzZvC6Nd4oPsfl/1QfZcfBRaMwJxa4EnHiwfj8cbXmJwd+8wPP3RGb0NZpYMlYogRSDHFwZulape6EPj8LRyMPeGt+f74HxiBE5OT8FBvxxUeS6wCaHpM7TLqwiH/LPQEJGolmmuG8lusL8fg97GAAbPdEoJSa3DF1WEYk8CwNbUNvSziAtMpNfRFBKSV/1qpv6Eg6LX6av1wNO9DCR1lrni9/Qgu1PQf1eKRQ8HZKI5JpapdVaO4+e3Ry3RGr0P3SRqpiuU81vD/H933DBCvU40Hgy28KXqJQU1n3chKdjbFKi6jr8YwhI3G17SdT8bpZ/FxTD5nCQe2+Iik1w8+IN/NmqCZ6MxMgEtCZH4Y840dBR54c8lLlpIpRQPatQbkju3P4nRrrZ5zBsrawuqBqNvO5uI6Fo5juuQRA8/wedqcy4vzpKVSPb6nm093G0yGBmn1B5pNk5OT0FDRCJXbFxICuej4zfyfNFR5IU7iyahs8yVp5u7V43lsPnxhpcYaP5wGAfLfdtVYMAhAQECggTyXikBiR0CgNg+iIPq3g+HMTC94SUOpbtXjeUp6c4yV9xZNAkdRV4cRl9JC8aFpHCu6GiISORFTEemZvL0l94IsuzBtAdqGXmhZYUUFTBVm3M1EFrjhC5zZcVL619m57+qwZY6mctJ7AG7H4l+2WWuUXEohYTi4tKfS1zQUeSFP+ZMQ0tCJBojE1ATPBs/+GdbFBIO5Pi2lYLuWuHErt3bFNBEbmxlskGc7JA1HPL/X0yBNx4MdlwnIADo+mKNmsgWqCGAJqafaXFjIOnni8lh3FtLoEwuz6bpvmcpHpQX8VYK97x0vMpJTb3StNNR8fg1LhoXk8PQmhGIG3m+XBnwYPl4PFwzmiU2Px7K7jurBvPyNJvaDQP4bG/i1ij1TOBZo34Qi/AEzQYvEmwOUdPOP3uq0JlSzt+N0gJnETbrnNf7tg02XoQ02PUWM/u2Dda/7ohQWgTS343SpqOPu6ogujGAg2ieilb0HJoCSEGFYi2R3p/fTX8gtIWO4ytWYN5XwaawHm94CQ/XjMaD5eO50uZGni9aMwJxMTkMv8ZFc62NXOopTxaIi+N0HezvsWVUSCjeo9CxRQs75FPnZb0DSEE/6CjWpKDlBRyjhTVRXXWqvthxnXBsA9ocANqx/WU2nmx7cwRPCMoJRQ5oRAC85wVNUdjJ6Sn41mceKtzf0KgvjNzPPP1c4K2mnw+Nw+PmEF6aZpF+VuA3d08r6WtKaO6bko9P3N8wLCrTK0v7Y8405r7e9CJLf+skNEVdgVg6+PRHZzytYiNLpCtoio7DkamZ2GOaj22KBmTlq0s08FksQaTk80G/HNSFJXP4/GD5eAZBqgazssHGAAbF75RzcGbhG1bKcbqvZqqqh+9YqWTvh8PQvXoM7pa441qWP84nRqAhIhHHAzM0CUMxhfS3Vy3TznIrvdHYoQgxaHT7H5MW8fHtXV5F2GOaj72mQnztU4BvfebhW5952Dcln+/0Z1/7FGCvqRB7TPOxy6uIjz3/Y9IiPvosPuwbjXu9KcFoORX9NyktKSaqjgdmoCEiEecTI3Atyx93S5iypvdDlsJ5+t0oVY1yNZOXs8lKDr6Qc6ccD6+kskWMw054WsVKQB4sH88hdF1YMk/RE4SmEkAR/K58lY0ib3MrwR7TfByZmomm6DiulXm8UUk3/OisKSU01MrQhMGeF9C76UX8ucQFf8yZZle5JxWMfuL+BvZNyecTBjyFLLqYFQgsHuf8+GoOYTeClIIu8NakoPVc0KIKpML9DXzrMw8np6doC073vGABwOkcp/n/KxMep98c4bhhhHqd+OV/othDrYEr1QLSUOqX0s/1U9h585sRXAPU8+4rFtMYovtZL/2s54m1djwbJSTPxs7AlbRg3MjzZYnRleO06g0a07eh3pAfPoxKBx9eSeXvQ98xF5as+mII+ioGofeD4VxZIJbAkvNZhM9UAksFbv0pG7R23pZb5mlcnFQbBE1E8NySEIlLKaFozQjE9Ww/ntwj6Ny1wgndq8ew8fENL6F304sMABBs/lR42BfTZ3pj0bK7U3R/Go1nU2pOgRh9nwpQ+uOh6N30Ih5veAk9a0ehe/UYno7uLHPlya/r2X5ozQjEpZRQnqgUQTQlor/1mac7hiz+juxRo9gqJyQIXaksqIgQWiwmvFlo4kqZ3g+GM3j1BdMR9R1zYX0Gv0XoLqzY+mwbqjhIryOoOLpWjkNnqRtu5PniSlowzsbOsHvCQe/+Q2/CQe8Yl13Qfy5xUd3uOxUtyY/O/H3gBcPCIrLh4pqi1Olqn49f/ifKcZ2AAKAbSjRpertH1a2ln+tMavr5q+GG7mc5/UxJTfLViulnuTBtoK5aW+dSPe+zXDrYlmtmSc1SN16axksHyVn71XB2jB12UovT7ITP/U3Z2qXbsAKeuWZD8Tpr0s4idP6KTeCKwJnDZgE0yxMujze8xBYUlUkX2vVUTeLfP1r/Mn+txcSNCKYrpGtU1WD2c341XAujxVQ0+aJlPYceiLZTy9Gf31O/IHSNG3sG+W6U9riiUkKl1LOz1A0dRV7cqy6WEur5oG1dAwfqVpeLPeUUNN3jNUXH2U5Bi8cVpaDrTFZT0PZqOMSpoVMNJY7rhGMb0OYA0I7tL7Pxcqm/sVHjJ/VT2E24BGe6H/1dA2fE8fizsTNwZGomdnkV4aOJTDdBYGqRAMk2vPYmh7966WdeUiYkjzWp49Z0BjD2sVVL0T19OCBTk84kMPWGMJ6/1rkcW18vxV5TIQfgvKRs5yA8PeykAeC6gK6jWAV0e9mK+v1lzrie7ccL2770LkSFAsL1IN1/jmM/C6kTSLtxPjEC7QXe6FrhxB6QvhjC0rVNgex3IukTLKDmrVIGNZsC2Y26Unb3aP3LuL90AtoLvHE5NQTNMbGoDUnDQb8c7DUVaoq95BIgIwejmPaQW75pRZrgBRVUHfTLwSH/LBydNhfHAzNQEzwbtSFpODk9BXVhyagPn2Wx14Ul4+T0FNSGpKEmeDaOB2bg6LS5OOSfhYN+OZpiqMrJC/mqu14L80orD7Ty2P47UsHRXlMhDvrloDYkDc0xsbicGoL2Am/cXzpBTZd9NZy5oZsC2WKBsoiht1hAyofu1nSWuP3RmbmXPxzGSiwLvHkSmnQcm10XY61zOYfQ8uLKhtcYeP3SWy3WvJ7tx5L0Hw7jpYQ9F2Zq4K/uAktzCLspVdL9t4s9OADeayrE1tdLsda5nGt23pAWmmjK4HBAptbFvGWI9jwjpLE1SWwqGdVJQRMEp4UmWuii92KN0xJ8NHExdnkV4cjUTLXkVFnoEhfZRMUQX2QTzjPNfxvkuGGEAKCPxrGbcAMAa5H8pbKyy0mqJ7Z6tAqnDNLPP4Wm2kw/G4EpMR1JjtgKBdaJxYOUFr2W5Y9bCzxxf5mzqtj5XIFTNKIvFS8awXfdlKhQOqhRFVSPZouen6og/l75RF7adjE5TAOfD/rlGMJnMV1ry/dsLfUstsuTV5HSejTWSkVZBJ7/mDMNbblm3Cw04c6iSXxknEPnjSP4Q33fdiVd9vkg/Qf56tH6ZVBUCKU4OC12+jv6WrmsikC1DDo+V1J12wdxuEEOTILR98on4s6iSbhZaEJbrpmPIbckRPJCJhrvpxQY+WV3CloOa2loW15o8fdlBKFFHUdzTCwuJofxUs175RM5eO37VCklrB6tVcsYlBIapfst1DKKioMrdr5h6jBSft1f5oxbCzxxLcufp/rFQsJKBQjKjne5ZFTPBW2Ugv4pNNU4BU2LTIpKq7cpUE2DK/da1vRCHMDfKsUvR+Mc1wkIE5W/vGkxpm70OZLH1MX0M02LDCT9TIVpYkKT1EV6ntqBFA/qFaWJioBvfebpep/F0sGbhSbcLXFnKc1VY1X4vE1JAe954f8afDbSbfByQUG1YQGeyetMio39I/XPxRXSAiFNrYg6JcX7b+H8V7z/5P6Xd/o7+lqLjgGC1KIGilLTwnSO7jVs/0iu6CBftAyiNWoOKis00HL8X4PQe15g8H/bYBVCrxqL+0sn4G6JO24WmjSlhHo+aFqIlVUc1sqR+1NIaORXF1PQhwMyebHnQFPQdFyJKWhbeiGRHdCx0/DLm47rhGMb0OYA0I7tL7PRDeOZ//o3PD3sZFG8ZzSe3vvhMNwrn6iBQpQ+FtPPb7yiTT/vEkbzZfczwV/6t7lHtHs9Sz//FsEeKj9nftpbCzxxISlc456WiwcJiq1RRvM/m7wQP/hnozEyAa0ZgRbqDRmK0UVd432uMzEv6LbB6F41Fu0F3mhJiERtSBr2TcnHPyYt4mVtIgh/UwHh7ymATiyPo+SzDJ8fN4fwRK0MnzXvj7I48KR+CrsJqhqMJx8PRffqMbizaBKuZgbgXHwU6sKScTggE1/7FOCzyQuxVYEYRqlCPbAjKivki7/RmPap8CScjorHmZkxOBcfhfOJEbiYHIbLqSG4khaM39OD0JoRiD/mTON7a0Ygfk8PwpW0YFxODcHF5DCcT4zAufgonJkZg9NR8TgVnmR1HFp+yCCliN6DrVG66n3FvfmZ8mB7OCATdWHJOBcfhauZAbizaBK6V49hZU9Vg9nIfv0UNUkvfJ51IfTVTAZ8ZQgt6DiozPKjiYvx3ngGft+UPuNUrvmPSYuwb0o+akPS0JIQyaYMVo1ln/N9L+FJnUnjg9ZVzBCEFVQcrRmBaIxMwA/+2fhMUe2skT7jciEhuZgvJIXj1gJP5ln/fBCe/uiMR79FMBCuc7xzCC65oEm1s0tKQYuLXf85Tk1hi4td98onsmPLmmZIKGR8etgJZ/7r3xw3jBDAwvFkzYi6zaIuAUxxHRA5Yj8eytPPNwtNaM0IxLn4KF5SdsCchz2m+f1OP9NDylpn9djd4VGMPab5+sWDih+2e/UYlhIlQCcUD/ZHvaHrfabSwcYA9rAnaAqefDwUPWtHcTXStSx/XEwOw5mZMbwQVnQ+G8Fna8U+4jirPQ9xekk9sSRLBM8dRV64W+LOirJWOPFx8d5NL7IHuwohPSY+rBNsNip4ajCzkicqemoOsblTD5ikXgAAIABJREFUoVVvYwADH9aKrcgxShCEUncVCoxWktEP14xG1won/LnEBXdL3HkKTATR9BCulwSzB3bZ44UWF31lCC06oalI98zMGFxMDuMLLA+Wj2cLLFRKqOhl+mrcWBGfWEpopw9aL+GvKSSkBZYPhqN79RgLz7tYSLjHNJ/3Trzvwq7V4vvTnxT0HtN8Prl0KjyJK7RuFpp4CvrJx0O54500WuJCk60yQlEx1HA82XGdgAig33rmoi5SFXW3pvOi1oGmn08EpeMH/2x86zOPO2orJH2RmH5+Vj2AqN7QW8yjKRLZ+2xUOvho3UjVU7vDEpBpUpr/IvhskXq+v9oy9Sw5nnXBs41zbt+2wZaapPUvo2ftKA6aNcWyy5x5uey98onoLHNle6kbOkvdcLfE3WKnv6OvvVc+kZff3l/mrC3AJTC9dhRPS4u6KEpHW7u26YFo2RFtkYZWtBxiGvpfCaH58SUt8FApYe+mF1kpskEpoeyDpmkgo0VYuafiWTQ3YiGhnILe7VWEb33m4Qf/bJwISn8uKeieCzPV39Wd8mcuWG345S3HdcKxDWhzAGjH9pfZOID+cKhFAllTPiilEnvefQU3C004Fx+F44EZ2GOajy2vlxoCofUT1LH8urBkXk7W+8FwrfvZIP3Mwe83I/Dk46G4v3QCrmYG6AKxJRL0JUUBjeWLQIwXLxqoNyz800pB2tMd2pK2urBkXoD4d8GRSyCcHLnvjC/H3ycuxk6PYuz3zcNPoakMEorajS+GoO+YiwqfhcI0uWzwQdd7LJV9MZ499O0fiac7lGK7Zc489dwUHYcTQek4YM7DLq8iVLi/gU3CQ5494FlMFG4zaB8Wb6xFJ+jVzAC05ZrRXuCNWws8mRe01E33BpB2ixvMUjfcWTQJtxZ4or3AG225ZlzNDNA4Oo2KMchJtk1JUlpLWOmVHa11LscmlzJUKCVmB8x5OBGUjqboODUNvcyZaR52DGLgttYDPRfj2c2lAjplCC06xR83h7AbdQVCk46jJSESP4WmYr9vXr8+X9XmXNSFJWtLNneoRZ+yh9mqiuOD4ZoFH1G3I+puyG+ut+BzNTMA95dOYA/+34xQQbiVFDR3QX8wnJeN1oUlc92OrPsRF7y2vF6KPab5OB6YgXPxUbhZaELPu6/oTlsYnevOfDjUccMIYbT6/2QYlg/qlXRxPywV7hGUqlBH8++WuKMt18wLyiitRqnIZ0k/kzP3IyX9XOW5AN/6zOOpGEqIiqnIR+tfZsWDlYO5ooBDKTvUG0beZ4vSwUPjNOlQKh28W+LOi9rOxs7gcO4H/+znAp/FMXEjUGJvQZZmTHzpBHStHMdKsja8pI6K7xAezL8ZYTiqTN5MPq5M7swLM9FzMZ6NLl9OYvuVVONd+Rp6Tc+Fmap7lNJ45B81GgX/ZoQKRnaoo8iPN7zESplWjmN6DmEc2d5iJqMHcXEc+XlAaCphOhWehLOxM3jB5t0Sd20pIaX8D42zLCW0wwdt9FnnKX9SzFSy8Xn6nIvTDvLxXuW5ABXub+Aj5Rr9zvjyZ05By8f7pZRQtOWa2ftAqp0KdbGJ3gO+2NSP89yp/5PhuE5AmJQ5/R92lw9qPkM0LXIthwGy3yLYol2tB0toKsoiXpZmZ/qZyrWtpZ/7W5AmpzLFY9JoQe+QfxafJGmMTODe5z/mTOPeZ7F0sPeD4Sx5+6m2dLDvuKsKn3+LeG7w2WaxnZx6FnUb5Hg2As80fUI6pB1q0lnXza8AZ3oWEJ8D7pa4486iSbhd7IFbCzzRUeSFm4Um3Cw0ob3Am+35Ppa78nf0tR1FXri1wBO3iz1wZ9EkDqn5cwlBaQVI63YXbB2ivd59MUSd6jEA0bysUNRyGKSh+1sY2W8IrSwYPKkzqZNZSilh36fK7+eD4ZpSQvJB07H2a1w0GiMT+CTQIf8swwVY8d7lWacNxOPNWgr66LS5/UpB80We/SNZkr3WA72NAeoxdi2HTwmJ10d7ywh/Of0fjuuEYxvQ5gDQju0vs3EAvX2kzVTg47PT2U3gjkG4v8yZA+CDfjnY4VFsWAxGI/FVngtwZGomzsyMwY08X5bKrNCmn0l9oUlDConEpzsZ+O0o8sL5xAjUBM/Gl96F2OZWgnUT3rRQAhCUo/T1kamsmOx6th8eLB/PLjiSe1pUb8g/Q98xF+597ixz5alQKmgjTYLez7HGaQk2uZRhh0cx9k3JR03wbJyLj8KNPF9VkyAmn6/laOCc+ODHywbb5rGx1589uXKjZ+0odJa54nq2H1oSIlEfPguHAzLxpTfTbWx2VQGsmC4ySgG/o/i2Ppq4WPOgW23O5Rd4seyhNSOQj2RTMu7B8vF8JPvR+pctR9uoBETeyf0mjOJRKqJ79Rg8WD6eJ9NoRJpKMkQ/2dFpczkMIJDzkdLOLGtHRBAtpioJwG92XYwdHsX40rsQhwMyUR8+Cy0Jkbie7YfOMlf0rB3FlRxPfvbEo5Zo9tlSvJK6v8t7K9B9LcciCX1/mTNu5PniXHwUaoJnY9+UfOzwKMYmlzKscVpiUQRIqpnNrmrRJqX9O8tcuQ+675iLxbSDoYrj0Dg83TEID5aPx/VsPzTHxHLlDqWQ9X6OdYqX+kvvQtQEz8b5xAh0FHkxEK4ob+SfgY57zb///Rj0VQxC96qxuJHnizMzY3BkqqrcEZU/cuHpDo9iHPTLUQH4Mmd2zB92Yj5sG9MeZ7aPdNwwQgDQP+fYlwxU/Kjd13LU5K8IpGgsf+kETTkZeenFRKSeF7Y/6eedgkLnRFA6GiIS0ZIQqUlEaooHvxquQjll/PJBR3H/1Rt6BW2UAK8czAsYyfvcXuCNK2nB+DUuGg0RiZrU3i7Bkfus8JlSenot8qKfVIYk8nmdEs8cPCuajScfD2XnvZ2D1IdwETrXuFkvalIAc3drOrqvZrIR5bZ57BhV9gcdxYa7+HVdbfPYSPjVTJbOUwC11UKsGjctjCZYslMBJR8P5XoOAtFiIlq+7ug9jFdKI8mk5KA02EAg9D8mLcIuKf3VEJGIX+OicSUtmJcSdq8aqxbxVeqUEvazaFOT9u8oVks2abHlq+EWhYQ08UDH/ImgdK4E2/kMKWjZ9y5PPNAxT2Wj95dOUHU74oITJcGVey+jFLh8rJ/6OcdxnYAAoJtW9gvMaNLP7fN5+pkrAo67suPyq+Hs3EmOWiWZSVCsLdesm34mzYut9PNAE5nyeVVPvUFA7MzMGF3vs27pYOVg9Xz6ozOe/OzJwRiVpHGA+Rzhs0a5YZB65p5n5VzaV+thCZ6pUPBzwcEvTJmIhbBdK5w4cKZEMwVPOoq8OFy+keeLtlwzrmf74VqWP65mBlhMUMq7+PdXMwNwLcsf17P90JZrxo08Xw6pCUxTUKazzJUD6a4VTpZFujTtQ50Gnw9SiwtlEK0URvY2BnA/tGEaWkfJ8VwgtLCAQIsHvY0B7Jz9o7N6/as0KCXU8UGTjoqet6ypOGTf+rNMHNiTgj7kn6Wbgm7LNauLPTRpQAvndKx9P4Yt9CiKG56CpkUeaUrInoW2X5pWOq4Tjm1AmwNAO7a/zMYd0DtfNS4flP3LHw/F7WIPXEgK1wDgtc4qiKLyQQJR291K8K3PPPwUmopLKaG4W+LOS8F4UvROOddM2Eo//zFnGoffOxUg97YOiJKLB+vCknE5NYT9+xte0iYxhfS1Rr1xp1xNf38zgvun23LNODMzhntxxdJBEcK/+e9Mj7DxtTJ84v4GvvYpwImgdNXRu3QC82BTUZyUfLYGLB/9FsEenJWfq3v1GNwu9kBrRiDOzIxBbUgaqs252OVVhO1uJRrdhl7DvN5Y62ZXFTzv92UNw7UhaWiMTODjg7ruunUjWYKD3J/yqBqVS1WPZg8X1CpNO/0Zje2J/k4a3aMb2Q+G49G6kbquMhoTa4xMQG1IGo5MzcR+3zwOosXiRWvj/W+N0Wo5truVYJdXEarNuagNScOZmTFozQjE7WIPpuTYMgRPvxmBvho3VnBka0FBSEJTwWXvphdxf+kE7hg/EZSOr30K8In7G9j4GvvMy581sZSQfOdnZsagLdesepi/GaGmgJXjzkLFISpnvmFlL3dL3HE5NQR1YckWhYTywtPbyoLLTgEC/zFnms0UNNeT3ClXk/1K6endEndcSgnFT6Gp+NZnHrYLC0/ieWfZ2Lew1rlcA8AvJIXjdrEH+7clD7VRGWHzzlcdN4wQAHTdfEMIS7+7h483q4lIKh+sM7Fjeu8wzUg+FZNdTg3BmZkxODk9BUematOQehMLttLPtGBG6ed9U/JxZGomTk5PwZmZMZZpSNEJS8WDIozqr3rDyPtM5WwVWi0BeZ/pPFUTPBuH/LOwb0o+h89bFWDSH/is98AmJoaMplj03KTtBd6a8XAOnkmzQQ/dSkrv6WEn9gD3s6dxIRO5MBXQ/KCjmEGUO+UsCda5jL2XymiyzZ2+ll57p5x9PwLUBKYVKK1blPWzJ/tdHXZS02AETxQ9hwii+VhygbeuG9PaNA4lMPUAWH8g9CZlsYUg9L4p+Tjkn4Wa4Nn8Oi36oLlupkL6zOv5oPup4tAsOsmFhBtesph6EI/7fVPyNSloWiC2loI2cr7T1IN43F9ODeGFoxrlzt5hbNGpzqSWESopcDrm9Vz3vFyqbr7jOgH1OtH4z7f7p98Qyge7r+Wo5YOUfv7Rmd0DKn7aJ1vZMfhwzWjcX+aMuyXuaC/wxtXMAFxKCeWJTBGGGaWfyUnb3/SzqN4Qiwc3uy7mPSjWJgRbEiL5vXN7gbd676xXOrh3mMb7TPCy52K8Ci4HCJ91fc+k3JBcz2Lq2fC8KSaeCTxvG6xf/LpynAY63y1xx+1iDw6cb+T5ctCsp+e7lBKKi8lhuJAUjgtJ4TifGGG409dcTA7DpZRQXQ0ggekbeb4cSN8u9mAJaRFGUzJaKtjt2zZYC6LFRLTOdVGThtZxQ5OSoz9eaLsgNKluLsbzRQSND3rvMP1SQuUZi655l1NDNIs+Rte87W4l2Oy62KI42dZ1z1oK2kgHSb0IYkjq17hoXEoJZbobOuaWObMFn40j2AQcedb3j2QL55SCVsoIu6/lPFMZ4aO+CjT+823HdcKxDWhzAGjH9pfZOID+70ka/7FR+eDTysF4tG4k2nLNaI6JxeGATFROXmgIgAlCfTZ5IQ75Z6EpOg7Xs/3QtcKJ3VxJPlY6kT/5fz7npX+a9PO7r6CjyAstCZE4EZRutRCNINRWZRSfigfb8314+pqSoHIpm4V6ozGAjb59OggP14zGzUITzidGcO8zAUEqHZTToBteYxCegGBzTCyuZgbgXvlEBuIrB+PpYSdVjaADKvnvQ1Y27GVjYF0rnHCz0ITLqSFojEzAscA5+NZnHnYqKcL1E97E2076gPVNCbDKrfIEnskteSkllENnjUtLGRl8ukMZGaTUhjiGJqTguNuTRq+l/fHZ6Rq3p5hW4ykLWq2vYmN9fGRMcAMSjKYH3vrwWRxE7xbShSKI1nvgJUD/tvKwu0VJWH7rMw/HAuegMTIBl1NDcLPQhK4VTuy92DvMQqlCCy1GELq3KZB95itZ2v5e+URczQxAc0wsX/DY7laCDa9Zpv6plJAWPMgHfT4xAjcLTXi4hn2On1aPRm9jgHUVh3L89R1z4Snk9nwfXki4xzSfH39GaWwq/jwRlI6WhEiWgn73FU0Kmo4/OvYpBS165/u2D0LXCidcz/ZDU3QcDvln4TPh3GMEwCsnL8ThADb50JZrZqWjlYMNywhFD3bzf09y3DBCAND1xTbLB0UA23Mxnjlha9zYcVrFkr+P1r/MncdXMwNwPjECjZEJhklIvfSz+FmzN/3cGJlgmYQkH+xOqXjwtwi2OKKkn410BLrqDQWk8P8/OXEV7zOVDt5fOkHjfT4dFc+VBHRuIi8upfXEiY3+wGd6UNvsulij3KDE7LHAOYaj4beLPTSj4TzxTOB5zwvqA7by0PakfooGOvPypauZatJLhM0EmbveY1NH3evR9XAjT4DJO3lJ5Z1eQ9+Dj44TmBahdNs8NSUtpvmaAnma7+mPzipQ2fOCCqIpES2MJt8u9jAcTSY3NCUxSclBC6BiP0F/IPQ7QgqMfOd0zSYFxemoeI0Pmj73PPVPPmjFec5VHDqFo1Y/+5SCvpKqLjxRIeFO1fsuTz5YO/b1UtB0rdNLQVs79s8nRuBqZgB3Yj9a/zJLglcNZhC+xo3//0UAb6uM8FR9seM6AS2AtlbOZat8kICYJv1MWoAK4/Tz7+lBfPGH0s/iufR5pZ+NilxFCGY0VXI6Kp6DMNIB3C720Pc+izDs0Diu3qBCOw18VsrR/iXwWThXWqSeyR9M0yPkeNYDzzoTjPeXTuDQ+dYCT6bRyPdBW66ZA+ff04M4aCbA3JIQiV/jonE2dgbOxs7AmZkxaI6JRXNMLJqi4wx3+pozM2P4a3+Ni0ZLQiQH1ASmf08P4kC6LdeM9nwf3Cw04dYCTw6j7y+doDvhaQiiqayQpoLqTJZpaPEa+a+C0LSoIPjWaVKr77gre7YSFn30fNC3iz249oYWfk5HxRtO/4iLP0aFvM8zBU3XQEpB06I6TR3opqArBN2NmIKmBZ9nKCOk34EDQDu2gW4OAO3Y/jIb3TA27fM1HEfvaptnAYFEFyu5YAmEySnEra+XWqQQH61/md1MEgSS0s+P+iq0yWsp/dwQkcjTz++7qOBXBFB/e5WVspEPtyEiEa0ZgayMbNOLzC3bYNYAOLG5Viw/5OqNDS+hs9QNV9KCcSo8CQf9crh/Wk9FQAqQra+XYrdXEQ4HZOJ0VDxTIpS6sffhc6YB6W0MYIsAQhLbAj7LpXV7XmDJZ0VPcCEpnCs39poK8YmSIFzrbJl6lj2KlBzc7LqYg+cD5jwcC5yD+vBZOBs7g5V25ftwn2TP2lGWo0s6EEIu3tBNvRGMoJ3+TC+9JhWeWMACaVSTYPTdEne05/vg9/QgnI2dgfrwWTgWOAcHzCqI3uyqTV7JIEBMQ691Zs7lT9zfwF6TquS4kBTONTNPtgxhN3EGpZIWELpzGbpb09mix6FxePr5IDxa/zI6S93QmhGI01HxOByQid1eRdiqeNdFH7SoniEP80G/HJwKT2Lu9VI3lv4XVBxUBig21msWYBrM7HjZ9CLulU9Ea0YgGiISuffcnmPwoF8OGiISLVPQQhKZHvQ1KWha/Kpi4FKevpAB+CIBgJP7XXTPy4tfpN7R0w417fN13DBCLJd606p+Q6OfID1Q/RR2XCoQikbxqZDsSlowzsbOQF1YMo5Om8tTv58ILtj+pJ/J/fyJ4muX089iCpK7YCn9XD1aA6HIh9vvQra2eVoVAUE48j6vG4kHy8fjzqJJaMs143JqCM7GzsDJ6SncV7rHNB87JW+9XFxnb0pWTAnRaDjBEfkBTSzruVloYp7nZc7clahJ5hF4pgdq5Zz/uDlEm3RWzvd8vFj0XCqgWQTLPb3b+P6or4LvtEikt4tfJ75eBNUEpjU+U3GsXEz3tUSrCgC6tnw/RguiBUd09+oxuL/MGZ2lbrhZaNKUoekBsb2mQj6aLKcx7V1gEAslxX6GnYqCgjyYJ6en4GzsDFxODUFbrhl3Fk1iAHbdSK0P+rCTRj3T1Tav/+l/wXvOF5+qR6spaMX9bjT9oHf89zcFLR//R6fNRV1YMs7GzuA6knvlE1X1Di0+/eiMJ/VTVG2Wlf+7eNw3/PKm4zoB9TpxuvkduxKBFvqNtnlq+rkpUKsE2DtMBWGKk5Z0AEbp52OBc7gKwFr62R4ARtcaa+ln2acvqjdqQ9KM1RsU4qDFva2Cj5ZAmFSKxtOYIqQUnMHPCig5fBaUG3TfbeF6FlPPBg59DXhWNBukzussdcPtYg8NdL6aGYDWjEBcSQvmwFmEzQSYT0fFoyEiEafCk1AfPgv14bNQF5aMk9NT+P5TaCrfxT+vC0vmrzkVnoSGiEScjorngFqE0gSkr6QFozUjUO2zUWD07WIPdJa6qapB0nOIINqoE0FKQ4tuaHpOEpUcYjnhs0BojdNbWFzg1z259JMWfsi7rkwe0KIrFX/qqThqQ9I0Kg65B8FaCvpNg+PP2gKQXgqajj8qUtZLQZP2hpzrfOGHpg5IeUNln1dSLcoIZT2K0e/gdPM7juuEYxvQ5gDQju0vs/HEwg+hGgisKeS6ksrLB3s/GI7OUjeci4/CscA52C14YN8aY6kCMPKwPtnKRP8yANYUkVH6+UdnPP1cdT/rpZ+N0pekIaD0JS8iU9zPYgJSV0FwOUnVf2wZgvvLnDUe3N1eRdhikMB+S0lhvq+kMAkCXk4NwZ1Fk9RSuOrR6G0wcw2IDCY18Lk1XU3HKp5gSj6fi4/CyekpOOiXg11eRdjmVoKNr5Vx17O1NO866aGNwPOp8CT8GhfNwTP3pX4wXIXO8kqxAh+MxsmMoIPRbhUeSGOBGmggJmcIRn8wnHsoCUT/GheNU+FJHESLD7/rbKTGyQ298bUybFOUHAf9cnByegovvuta4aT6vSnlriw0WPtdP7ySysBv9Wheenln0SRcTg3hix+VkxfifSUB/JZO8n6tMyvj2y35z+8vc1ZVHHUmiwJQjYJGmYAgFzQVkIrHISl4rE0hWKSg145i4ONHZw7BxTJCCwC+fySebB1it3+eygg3uy7Gbq8iHAucg3PxUegsdePlp09+9tTodzSTH3fK0fhDqOOGESKAfsuuUq4Ht0rVKQ1K/+55QR3Dl8rITkfFozYkDT/4Z+NLbwbmtinKIFseWAICz5R+Jg/s54NUF279FHUMX0k/i2OW/VZvkPu6SvU+E4Cjc9C5+Cg0RCTiWOAcVJtzOZzcLqSF3ntG+CyOhlcovmcq6SGdkljS05oRyFPPhqk8AYzogWeLFBc5LZUkF537RdgsAmY6B9BOi2L27PJrRUAtQ2l+TaGEtAijxbSfHoimB3Mr6bAbeb4aNzQ9mB+ZmslL0SqVVKY4mvwsEJoctB8pRXy0yFBtzsWxwDloiEjEufgofi3nCzDkg67SKd+0U8Uh6hQoBc31O7QAte8lvgCj53+3JwVN74c9/vdtynvwpXchfvDPRm1IGk+Ci+WjXL+jlBH21XqoC8W3Su0qI2z45S3HdQJCoOXMf9nlRNXoN+TywQYzW7w4NI59dr5gZXxPPh7KVACrxlocZxeSwjXqm8MB7Dij8+m/Mv0slnOLRWjiAp+s3uDaOmGBz8L7rAQ6yPtMi0MaOCklZAcMn0UftwAnNYEPOfW8dxg7h+xUVUVctWEAnqlM/FqWP4fOF5PDcD4xAufiozhwFmEzQebakDTUBM/GiaB0HA/MwPHADBwLnIOj0+by/cjUTL6Lf34scA5/zYmgdNQEz0ZtSBqH0yKUJiB9Lj4K5xMjcDE5jMNonowu8DYE0RpHdIWiIqwazN4vOQ0tB3bEZyjp9zwQCC3/nsVjjyfbafFHDPQIPmhacJV1h7J/nY5BUuCIZfD/6hT0XpN6DIpqsQtJ4Rb3Od2rxrKC3o+HstT6F0PYeefQOBZKaDDrlhGKGg5bzvumM//luE44tgFtDgDt2P4yGy8NORrHITBPAYoKjB+duQKjvcBbF/5Q+tka/LlZaNKCp5ZojXdaLB/UeKe3DNF1P1Py0mj8/rPJC/GDf7ahf/b/Y+/Ng6q69rR/q/qWiqgdvcaLXhwAQWSSAyiTDCIyihAwgIAiiIpGom3rTczgq22ZmJhYWhYa2sTSaJnkams08TWJrb6aWMpVXtQ4lHGI5YAa4wSKiN3v8/tj7e/aa6+99jkHyO1f3dRZVbsqgYNw9tlr77We7/P9PCL6Qw5h4+3/X3lw9AaFHx6KycG2kEmo9puOpYPV3Gdi8a7xnYEdocX4YdR4nM+Mx+2yQDQt9GCbnh29dQFQKADQQ4yLgLL4rPGBH80bgIaSEJzPjMehmBzstBVjw7CpJuSGKNqoeMarteR4cgsdjR+nC8+aW6hpoQc7d9SyS2ncUnuSvFiSk5xlgaGtooIoJlA137RoVrVx7urLW+CffeDG+asNk4O5EH00fhx3YW4QRDCZmy1ufmUkx4ZhU7HTVoxDMTk4nxmPhpIQPJo3QOd8K0RoErZoc2Zgjx8JYsLAms5oWuiB22WBOJ8Zjx9GjceO0GKsscMeX/Bnhn+p9puObSGTOIrjdlmgjuL4ysOEwVHNBSsO+9fhhQYUhorDLrqgDXNxZVcDj1kMIxR5zM1nkwyFKCq4WBXByAWtKoI1TA7WESCC+E2t1rz74+FC/O27VNeCEeZwKXs81Ef357PwvYuZxvBBSXyiILIzaaMNBSBVJ4IVEsfK/WjFfjYwYF/rx9zP1WbxSXZ/WgUPmtAbVu7PLd0Y+3p5d0MQ288TRuJcRgJHb3wdXogvQiYbREkxgFHcoLVHfP542FRlgOzp1CSDKEKuZx6GtZKJPxyrJHW5mIRnVdFREp3lZ4F8z7faTLflsHqOyM8QQ9iWXNy0J0TT5nwja7V+trIrD2sS3dC0OZfZtMTI/LidIrTMxBRzG6jY8EXIZHwdXshRHOcyEvDzhJHGAM7l3dnnu6WbZReAjOJQbbCftKw2dwHIRahq5oJueq2fXRe0yIJ2tgtCDE1WdXIdi8/EmbTRPIDUVIQSwggfX8xk17EgvlthOFzhUmyIArQz4YPifdMUPkguTJpj1HGwvLsSr0ZZH4QAkJE3Mned5pgz7GdHwhfdY8Xgwe3DSzjaSLzPEtrIEr0hcp939Na5z7U2Hb2hWGerguraimYQnc/83qeJzwbkhszIp46QdRoC7313zskXw8JFx/PN4lBczY/A5dwo/DQ+1iA61yWl4nhiOhecD8dmc7GZROa9EfnYE16Ar8MLsTtsInbZirDLVoSdtmLstBVjR6j5oO/Ra3eHTcTX4YXYE14iYoZ4AAAgAElEQVSAvRH5XJwmUfpwbDYXpI8npqMuKdUgRv80PhaXc6NwNT8CN4tD1Y5oYkQv68mC11d11bEc5IYW2dACkoOL0OLnrYme7UWtKDEr4r6JPmsqAO311AsMwhy0QnGI6CnqQvg6vBDbh5cYAgnpWdfRQtBfhLWOnG+hQoydGJ1myi4yYCTFOaitdaj7QBlG6ASGg86/S4B2jY4OlwDtGr+bwZ1tB7PN+I2HC5kIezzC4D78ecJIHIrJsQwfnPUntkBbMugVrPWbjh2hxTgaPw6Xc6MY/uJ9dzz/vAcTgIUQMIP7+f58NJ9NYgtQjTt9pzwA5zISTK33FEAmOj8XayFshP44l5GAO+UBZtel5PpUcq8/ZW1H92b54HJulAm98YYD9+mmwDIciMrF6dQk3CwOZWzglYwH1nrI3xT+KIrPSi4whdPNHYibxaE4l5GAH0aNx/bhJVjvX4EPfZhzVyWYygzjD31mosa/Ap8Fl2JPeAEXapRtqjWaS5DadOtjLJlYbVkYdVRgULk4lEzB+hi9HX77C5zFKuMAaCO8J7wAnwWXokY7p1YMbVHQX6yd0/X+Fdg+vAQ/jBqPcxkJuFkciodzB5pFaAXv28BgpuvwkD+bMysZ6/tmcShOpybhQFQuNjlw4b/hWWVCcVzOjcK9WT6MP/5pVyUPWe4GkLsR5Pm4WggEFP8GkQUtz0fOY97nxYpRwrngLmhC8RwJwvPPe6DlfXfcn+2Ny7lROBo/DjtCi7FWwwD9a381BojuBYdicpj4LXZhHI9gIotcgGtagtqD2a4FI8xsT7v4DRJhz4/VGbCf99DDBwXh6afxsahPTuHcYxJf1/jO4IF7r3tau5/bwn915H42OD8l96ND9ACJbg1T8PhSNmcpmvi3i/rg4dyB+KXCn7u/65NTOH5kW8gkHjq4UnB/vi6Ib20Vn1cOqcRaTYykc0KbMTEZ/nphmIGJyDdjq7soBRHu1lIJzxSGJbi1VOzK31Jsbo8obSlGU6cNhTVJQrTBBShv0DU3NIUUEqNWRHLUJaVykYwcvxu0jbnYntwWEVpkfdPnTqGE20ImcQxFfXIKdwH/UuGPh3MHsrmg4KA/PTWKtRw3TDEUY+zNB7kLwtAJ0AEXtIoDr3JBU0fXci0omER44mHXJ6fgp/GxhkIUDyP8vAd/7zyA9O5shxgOF9uTDZ4pc+rfnAsfJBSAxqI1hQ/S3NrSjRkHtAIPBaHdnTaUC1/U/i8Gf4rOy7V/J/fzssGz8J73TM5fdxTqejk3CtcLwzh6g9r/TegNcl+SKCkjAIT77G8hPvP7nSg+C4U3jtyg7BViPW8UAsEJt7G4Nx6/0ReN8z0Z41kQngmzcTk3Chey4nA2PZE7nUl0JoczCc7fjNDFZhKZtw8vwbaQSfgiZDI+Cy7FZ8Gl2BpUii1BU/ixObCMH+LXtwaV8p/5ImQytoVMwvbhJVycJlH6mxH5XJAmhzSJ0eSMPpueiAtZcVyIvlFkMwjRD+cMQuN8Tzx+o68ezE5YjvVCUZc43/u8jEgO+flK3UQd4H2LIrQcSmhA4Ig8aK0LQUZxPJo3gKM4rheGGTjs9kJ4Vw2pxHvtQOE464Jeq5kQxG4vmouEwaFC0N1pQ3kAKBXcn9cI/PW9nqYwQj4HBfSNIwxH/al/cz0nXKNDwyVAu8bvZvBwqe8nqvEbFzPZQnBLNzxd+gLuThuKC1lx+GZEPjYGlOM975mW4YPvec/kAWAnxyZzJm7rOoa/eHpqFOdO08NTDD9rOR6B51/2wbNVXfFo3gBcKwjHidFpdh2XKvfzidFpOvpD4bhUcm+v5PK2/9bVXdA43xM3imw4OTYZ34182SF6QxT9dtmKUJeUiqv5EXhQ5cVEyC3d0LrfB80/JhjY21bi89P6GKX4fDY9EYdjs7HLVoQa/wq85z0TbwvsYrlVnTip72ibM8JtHIjK5e2pN4tDcW+WD0uJX96dPYhpYya0p9Om1NkKsCwAqNqkVYfKLe3M4loOuCGHDW8L1oSx5zWsot+00AP3ZvngZnEoxwIciMrlWI41mhv6TQfn922NvVyjsccPx2bjbHqiUoQWgwllEVpkETf/mMAWglu6oWV5dzyo8sLV/AjUJaVil63I6WLI5sAyfDfyZZwcm4wbRTbGQ17dRcfhXMm15KGbOhI0FEZ75+S1gnA8mjeAbbq+7IOW4xGGMFB+P9DOwdNTo9gCfV1nzjw/OTaZB6HSvUjVDfGe90xsDCjHNyPycSErDnenDWUc7C3d0HrI34AgETEcx76f6FowwprtqcRvCO33Bv6rg/DBXbYibAmaghotNFUMBLUnOonu5/cE9/O2kEnYG2Htfm55t0e73c/2sCPOoDduFofiUk40x//sj8zD7rCJptDBxZLzU7Upc1Z8/iyY4Rj2R+ZxIfJcRoKhFdWwCaNWVDGQhzikxyN0ViWhNgTHs1XXy/8fgrOzgrRVd43BEa2hOYiFyh2BIi+T3NBiq/KcQQZUAG3Qj8RlYX9kHnbZijiOo60itCiO0VwgAVYMJdwdNhH7I/M4VutSTrSRhW4PxeEARyHOCWdd0HIxSnRB743I59zeai3HQnRB2ytGyUHKNRoPe5etyHEYocCBlzE89jAcLrYnG84I0DTHDKxhVfjgQV+H4YMkeomFHZpTsutyjeR+flPRVdLRtn97wYNn0kYb2LO/zvAz328l9AYXI7X7LQmR9kIH7d1jnRafCYVij4O/1Z2ZB0TXs4DbeDh3IO7N8sHdaUMtHc8nxyajLikVtQkZOBKXZRCd90bkc8F5RygTnL8ImcxF5s2BZdgUWIYNw6Ziw7Cp+HjYVKz3r0CNdHw0dJrpa+v9K/Cx9nMbhk3FJkGk3hrEROntw0uwI1QXpPdGGMXoI3FZqE3IQF1SKk6OTbZ0RN+dNpSFFc4daMRyiG7oDRqSw06eAqEfOiJCi2t6q1BCXnig5xsVHeyhOOYMYvk6Aotd7EZQBRL+ljgckcVOLmjCUIndCLT2kQvvt8sCHYcRakV3UxihwOZ2hOFwCdCu0dHhEqBd43czuAB9tEKJ33h6ahQT6mpY+39DSQhOjk3GThtzHS4d7Jzr0CD6fNrVJPqouK+tB32Z+1gQvg/F5OCLkMlKt6WV+/l8ZrzabSkwZw2uU4k93by4N36p8MeFrDgcjs3G9uEl/L2L+A8SIf+itf2vFbAHl3Ki8esMPz10kMRHDXtAgh+Jz6IDnQcOftpVKT4TdmO5Jo7KvGdy6P7lzzrrmVzPeyPycSQuC2fSRuNqfgTjIi7or3QEPT01yrARFZmQjsIX7LU9NzYt0R1n0kHfc6Z925EYLbptmq7mG12KgkOzcUF/3J02FFfzI3AmbTSOxGVhb0Q+d0MTG/ovFg7zef3YYmi5xv7eaStWi9CfdtWDCQUHrihCUxAovw72evJQwl9n+OFSTjTHwaz1m45lg/UwQPr8CYOxdDDrSNg+vASHY7NxISuOBYIu7m1iMYtufAOTXdGVIAYCOjMvvwiZrL4nHPS15sGLxTDFPcFRNwa99522Ypwcm4yGkhA0LfRgxZW9nnh6apQSw3HsaIVrwQizAC0LCnx+CaJTS12k7nokB/BbLxqwNxQ+6KjtXiU4ySghleC0PzIPtQkZHXI/i4VB+X2Lru/GG5N09AaJbVvdDeiN+7O9OXqDHJ8Ho1/CnvACbAuZxIUSMXTQGfGRhBFH4jPhlWQHEHFIH7/RV3firVc4gMQ28Cu5RuFZwGyIz4X2dMA44jrbOzqC8pCfV7xVWdqkN96YpOMCqF1Zdmyu151ihOSgEFzRsUnYJ0ciNG3MnSlCiKGEtBHfFjIJe8ILcDD6JUNHwK3SIL3TiVAcW915UYZQHBS85CiQ0GFRxoELujYhg4vyVgUpFYZDVZBS4XgojFDEiz1560XdAU73g7pIYzHKgoHtEqD1wQXo08vaZQ4whaBZhA/yuSQIXiJjXcTbyI5L4um/LhV22ut+FoPPRPezKniQin0OO00ooE6852rBdNz4ITkvnREf2+R8VvGeZeQGsZ4117OI2/h1hh9ulwXiZnEorhWEc+GZHM91Sanc7Xww+iXudBZF520hk/BZMBOcSWz+eNhULiyv9ZuOar/pWOM7A6t9Z2DVkEqsGlKJlXYOes1q3xlY4zsD1X7TsdZvOheqPxZE6S1BU/BZcCm2hUwyiNHkjD4Y/RJ3RROe42x6IheirxWE42ZxKG6XBeLXGX4GLAd3QxMbWkZyKLjQv4UT2vI60AqtfC5qxSDDs43mo51OH5HHLgcSinOyI4GgclFowZ/1ohDx2FUdCeKcPJUyxlwQmjvQMoxQDgFtjwmr/vQy13PCNTo0XAK0a/xuhh4u9YoZv0HhXwKD+UpeJI7FZ/IAwLcdcFd32YrM4YOa21FkztID0RB69pUHWqs7o3FBf9wosqE+OcXkdmyT+1kRfGgS2e7PZ6GLEu+WnJ57wguwYdhUrPDWmbMqt+mqIZXYEjSFu005c7daDx0k/IjK+fqo8W003pjEXIT7vJjz9X13PJo3wCQ+fzxsKmfgiuKzzCheOvgVrNIYxTtCmeu5LikVF7Nj0DA5GA/nDELzYub4Jlfgs+8DmPBMTiCJA+nI5WIKNqGgJ62tufHGJJawfTWfHVdy9YO+dm0iGm9M0tu7pUArGfnhqPWTb3w0p+bTU6MYmoPcWauZuPpwziA0TA7GxewY1CWl4kBULnaEMrF/1ZBKLB1sZmzLIvSHPswFL4vQj+YNYFiTLd1YQeTHBLbRFRjMtLnlTnhy5e9i1xExycmVvyVoigFLI7vy3xwwGyu0roQ94QX63JC46I8vZRuuS/o87QUCOuuCFrsi6pNTmAt7QX82L77yMGFA6DPjTHahK0IMI6QOACse/dsD9CDEY/GZuJIXaWBQy2GodP3W/u0V14IR1mxPUYg1MJDPj2XXyZ7+TITVuK+NC/rj1xl+HD9Rl5RqCB+0Ch4TC2pWIaoktm3QxDa55f5GkQ2/zvBjbk977GcFbkB1L1EGD1qErjUv7s3RG9cKwjl6g5i3O0IZ+5rEd2dCB2Xnq4hfIB6pKD4TduPk2GRcyIozpMCb+IeyC09qAechPCSEWDBInRGArRjNNAfFg0IEVYf8WrmDpi2itPj3KJmZhHcSwm8NwpnoFpO5tZW+XDi7kBXHXb8UQCmK0MTJVGFYrERoVShhtd90bA4sw47QYs5EJxTHtYJwjuJoXtzbcSinHSbyf/2/LWosjR0WNN0TbhTZTEiebSGTOJLnPTuhwCokjxxIKoYR1iWlcgyJ6Z6w1R3P9/RHS63NgOF41Pi2JYbDxfZkwxkB2iR6ac8M0XXJBS8nwgfFln8KPpPdluJcUrmfrfA2dE21JfSM3M8HonINbkuZsf9o3gC94LfSAr2hOWCJBWxo+29D6KDK+WpwoCuwG/x+RpihL/sYg1c15AZnPQuuZwoYvF4Yhit5kbiYHYNzGQk4nZpkcDwfiMrlPOfdYRO56Lw1qBSbA8uwMaCcC84kNpPQ/KHPTKzwnon3vGdiudcsLPeahXe8ZmHZYP1YOvgVfohff0d7/XIvhk9Z4T0TH/rM5MI0idIkSG8MKMfmwDJsDdLF6N1hEzk3mj5rckSfTk3CuYwEXMyOwZW8SFwvDNODCkU3tMaGNiA5KOCXihAHfY3PX4UIbbUPckaENj3bBBQH57FTjo6M4lipF1gfzRtgyjwQuxLkedmWUFDVvKTnncoFLa+B5Hl5NH6cAYnjVBihiOEQwwiJw+4EhsMlQLtGR4dLgHaN383g4VIn/sXQev7o3lw8uZBmcCH/UuHP3Y7kuFUFAL7hWYUV3jOxSQsfPJ2axMIH33qRVU7JgWxPaKqLxPOt7mh5twfuVfriYnYM5xxXS7zX6RbOa7usWe13G9zPUqv/8xom8t0qDcLZ9EQciMo1uDzl36/i7dYmZOBybhRDDaxkC4tn3wcYQgdV2AXuNj3oi+db3Tn7t6EkBOcyEkziMzk/VULoG55VHLlBrbg/jBqP06lJ3PXctNCDCaKfdGbV3oO+TJC5lG3YdKoCiGQnpFXCMlXVm88mscp6XSRajkcwttyRIHZ8H6Af2tdaam3sdXWReHpqFJrPJnE3iKMkcNUigK41UTx6fCmbbZAP+rKF3yes3bNpoQd3Q59OTcIPo8bzVnlCcryhMWpVwv+igWYR+lxGAhpKQnQW+FZ31vKrufJVOBZDKOH3Aew6WsnQNJdzo1CbkOGQS/6v/Y3dAQeicnE2PRG3SoPw+I2+bAOkQOPQYpWKQ47Y7LITWfz9SwaxQETiY1/MjsG9Sl+0vNuDzXcpDFEuTPHf/QkLRL1VGoTTqUnYFzkBmwLLsEJ776ogRHKkU1fELxX+Bvf1kwtpPBSS7oV/O/EvrgUj1K3V9vAbvKjzZR8839gFz1bpIqzodiT8hFX4oMw9Vrkd2xI69qDKS3c7CiKbyf3sIHCNNvEm0f14hBE7ssYYuNZQEmJCb+yyFXHercx9thc6qBKf5QA6WXwm4e1qfoQevqNqOxXS3w1tp2L4jrDxVaE2nBV4RTeW2CFDIgnvlKGDumLEQ/g+/Qz9G6I4rRKknXFEi907SuFGcIxxxyBt1hX4AApPIxFaZEKLIrQYROkMC1x0aso8aOKiU2eAiOJoKAkxBnOu6WzAUbQcj1CKsaruAFOhV3JBG4ozWlcEhXI6G0pqD8PxqoP7Ar13Q1cEie+rurLr/8s+5uK7HQyHq7WaDUcCtBK/oV0fptDorzysizgOwgd3h03k4YPr/St4AWPp4FcMTsvf0v1M2KfdYRN5wCs5LSl4UCV08fuuI/SGWPRrJ/fZ7j1MDlsVwwa/7KPznms09+v77mhe0ouznmXX89X8CFzKicb5zHicTk1CfXIKF57J8bwnvAC7bEXYPryEO51l0XmNIDiT2Ezi8pJBr2DxIPaZvj2AHW9qxxueVaaDvkevXTSQCZZLBukiNYnSJEiv8Z1hEqPJGb19eAl22YqwJ7yAO6JJiK5PTsHp1CScz4zHpZxojuUQ3dCcDU3XwWp2fjkXmkRojQNujwnd3iBKEw9aLK46geKg60AuDFEgIXUmUPAuzc2NAeW/uQua5ia5oNf4zsB6IYxQzL9wOoyQ5uVXHnpRSMRwaCx2ZzAcLgHaNTo6XAK0a/xuhhwupcJvtK5j+I2bxaHchUyhXxQASPgNarVf4zsD20Im6SLTLB+GHXAUPii22msCcMPkYJxOTcJ3I182iEyvKkSmd7xmYb1/BXaHTTQ6ry2cjgb3s/a7n30fwMSw5d152Nmx+EzsshVhvX8F3hEcniLmYIGAOdgWMgmHY7NxPjMet8sCDWFvotAoPqgMwXMX0nShcVVXNL3WD7dKg3A+Mx4/jBqPXbYibBDEZ1kMJ/H5bQ0FsdZvOrYGleKbEfk4Fp+J85nxuFkcigdVXox/WK3hNjQxhrfcSm4ne65iA89PcIYZAkxoQfuVB1tcbX+B/d6tzA38/NOu+rGlG/v65z3Y677sw36OFmRyUIfozJMWBKrFmOxi5C30tEn+nDFim5f0woMqL9wsDsX5zHgci8/ENyPysTWoFGv9pmO5FpCkQp/8a/8qLkJv0HjgP4waj/OZ8bhVGoSm1/qxTa9WmHhyIc0QSClu3AyFCSEc83ZZIM5nxuNwbDZHcSwdzEIoZTzM6576HNllK+KBhPdne7P5udVdL5BIAZ2WnRGCE3l32EQ+R+Ti1KtSceq7kS/jdGoSGiYHcwHcLppHDiNc3h33Zvnw4tS2kElYIyBA5PsShaKS+/pmcSiaFnowl4MFhsMVLsWGKECrik5K/MZBXx7AZwj71ERYmfeqcjraCx8k/Maigewet1pDDXwRMhl7wgtMTkfCC3GBbUs3ttm3w35WuR1N9w1V8CCx5d935wIbCe/EvSb0BgUvVmv3EhX32cr9I7pdSRAR3XjUdkri87mMBFwrCDcyD2W3jxy6YyGAtCcASRZ0rZBMHMNEXTP357PfKx53Z5u/Rq99uNCIcVIgnNrCprbbvm6xYTcgOSQXp8iwvVYQjnMZCVyEplZl0SVGG3RHrnhZhBV50FSUoPlBKI5zGQlciKUCDQ8dlhBcPJDQjgvacF+wYkHv6stc0Gt0F/TdaUNNnRE0Pz4eNhWrtWDSRQN1DIczYYSqzghD2HJJiDFsWQtibD3o6zSGwyVAs0HPiVM/LnfouDTMnSu5uuv2+wC2/vqyjyXKRgwfpC4Cq/DBj4ZO40z9JYL7WXRZWrmfRbSNI/czdRiILksVa1YMHmx5t4cad3TQV43eULgtrcQuh+KzZhCxZD6T45UCVkXe8/LuBuTG/dneJtcz4TZOjk3G8cR0HI0fh0MxOZzvvDtsIheeN2t4DVF0XjmkEiskwZnEZhKYX/dkz78F2uf5r/3ZvXFeP/bZygd9j1674M/s518XBGoSpUVBeoX3TKyUxOgN2mdOQjQ5ovdFTsChmBwcjR+H44npODk2mWM5ZDf0/dneRiTH8u5mLjSFEwqOeCUT2k4nkr1rQ4niUBRWW2ptxtBdYW4SGkcOJBTZ7HJ3wubAMqdd0M7OT3JB0/xcpQXx2gsjpOIQDyO0QpF92Yd1BH0fwN3ovDjpJIbj1I/LXc8J1+jQcAnQrvG7GSLb04DfoMCxv/ZEy/vuuD/bG5dyornQ86GPY6ehIXxQ4K3KnFnuSG1agsYbk5j7eVdfLjBdyonGkbgsu+5nQl84Ysw+uZDGnKSCsMad11fzeYs/BQ9eLwzjovvGgHIleuMVwd25RnKXNkwOZu99QxfO2JXdpSbx+fxYtkn7vAd3Pt8sDsWZtNE4FJOD7cNLUONfwZnP5HwWndh/+TP7e1YNqcTGgHIehnc6NQnXCsJxr9IXTxax9/l8qzsTno9H6C3omtvHngBj4DxqC1jlQkVYvLau7qInZS/phSeL+uDxG33RtNADTa/1Q+OC/vxoeq0fmhZ64PEbffFkUR/mEqAE6dVdzIs0aeHORROB52pvw0zvh1qGW45HsI3QVuZMeLKoD+5V+uJaQThOpybx8MeNAeVYNaQSSwQutChCz+33KmdC1/hXYPvwEhyKycGZtNG4WRyqO6E/74HWQ/4cQ2ElQlMo4fNvB+L5hi6MzT452ODSX+M7g8+TV6Rrg1AcGwPKuRh7vTBMDyQkRM7VfAMShBdq7s42dUeoGO2EArHngj4Sl4VLOdF6gWpXX7TURTLkiuYEl8NJm39MMHDp5TBCe50ZH/rM5IWxSznRTHh/350VALRgUhHD4WJ7sqFytpnwG4LTkYd8ksi09AU0zvfkCApH4YPEPnZGZHLG/eyI/fzk/Fh2vdtptTe5OyXGrTPojfOZ8ahLSjUgBjYGlPMW8SVOiM8qlys5n9cKIiOFzhHz2YBbmDOICW7EOtxgDNsxiB8UtqMQntsjOivFZhKYNTzTo9sVjhFN8qFCNt2u0LFNJFArROn2iNGWQrTg5uTPQgpT29CFs2wfv9GXhxMSloWY0BRKScWJtQontLPueOIh0/UhBnQejs1GXVIqzmfGO4fisBNIqBI2DF0CV/M5msceC9oZF7Szxak3nQgjpPfdON+TBTFScYpCl6XOCNW9weVsY8ORAK0Uuqg4Ic6XPf2dDh+U3c9fhxea3M/i3BEdlh0NOlvtO8PAmf06vJA7LI8npuN0apKSM/v4jb4seHBlV2Obv9h1oqE3OGtfcLq2FbXglPOZmM/kfKawQU1o5MgNLWhQdD3fKg3CjSKbUngmx/N3I1/GnvAC7LTpmA1RdF6tfU7veTNUyhJBbCahmQRmwqbInx2hIMVjah/z1+heITtp6bMmMfN1QZReoqEdyB29WhKjCc+x08aKEN+NfJk7olVC9I0iG26VBhnc0BRQaEBybOnGwwnJCW2PCd0WEVqFZjFcH2LWARUmxO4eKqyuZPsAQ9aBwGc/nZqE44nphjkq8tlFF3R7A0JVHQof+phd0OIcJRe002GE2vwU95h8bjqB4XAJ0K7R0eESoF3jdzNEticX4Uhg2u+D5xv1Nvuz6YnYH5mHzYFleMfLmrW6UmOtUqs7F4G3dHPocHx8KZs7kOUW+82BZZx1bM/9TOznawXheDRvgFFUE9r7ZbTAk/Nj9fe8pBcX1chZKorf9kQ9JV93V19d1BPc1yRqcAf2pWwmZOzojdY1TGATnc87bcVY71+B97x15rNKfF46mKEWNgWW4evwQhyJy8K5jAQWgjdnEPs8ajqz33PQVw8Y1EKGVI5nS+7p2SS99VzcOKzTGWEyI+7utKG4Ux6AhsnBuFkcihtFNlwvDMO1gnB+XC8Mw40iG24Wh6JhcjDulAeYE6WJoUYLeXmhcDzCWKm24+jm708LFaOgwtaDvkzgrmFC2sM5g3CzOBTnMhJwJC4LX4cXYlNgGVb7zuDBlCo2+JsDZuM975lY71+BnbZioxN6oQdbcO7ojWdHhzP0iTBHaLFocCEfj8DzXX2VnHJniiXVglOfijXNS3qxz26/j4HHbCrWCDzm1tVd8GjeAFwrCOcsaHsuaGJjb1YhesiBrXGo7XZIbOnGxW9CA20NKsVKO2z6d7xmYXNgGfZH5uFseqKO56H3rBWoqPjiYnuyIQvQVvgN7gQmpvqGLgaBidrsT6cm8fC1HaHF2CTwjx2FD8oC0zuC+9mK86p0P6vYz044O/kmTXZ8i87OahZoKqM3TqWMwdH4cVxYI+GduNfkcLUXOmiP8/uxhN04EpdlYD6TEM/FZ2oxlTZXBtez1GLqLHNUFTzLRWerPABNZH58KRuPL2biyYU0PDk/Fs1nk9D8YwKaf0zA01OjTAd9r/lsEp6cH4snF9Lw+GIm64rRxGl7OQK0cXQWJWLJ0CSkgOiGlkU1QgoIIvTtskADE/pIXJYBxyE6oZ3lg5MzjK4T4iGTEE31mjkAACAASURBVEuFmqPx43AqZYwJxdHybg+dk651CpgcwRaBhJadAioWtAMXNPHhyQX9jpdzBSpVGOEmzaVKYZynU5M4nsdQoNrQxZCBwVFkFhgOlwDNhj0BWjlXtM4BLnDJDPVPjOGDj+YNMIhbYov/oZgcfDMin88ZscWfQl3b4q50hv28Vrvnbgmagu3DS7A3QndXiozZG0U2Q/AgF7fWaOFzMnrDirevFQDbeg+2dD6rmM8i61cQn1ved+ciY+N8T9yf7c2c6Jrr+XJuFC5kxXHO87H4TByOzcb+yDzsjcjnqI2tQaXYJLhfCa+x3Et3OYshkSoe8HRBXC7v8yqm/PFVlPZ+FZOEo7iX+RC/X9qb/Vx5H12kFtcY4mcvhtyRO3q5xhleJbjgN2mcaEJz7I3Ix/7IPByOzeZBhadTk3AhKw6Xc6O4G/rutKHs2tCQHE+XvqBfH6IITU5oe0zodvDBxetE2dkj5hzIKI5P9OtDLBLdKQ/AjSKbgdFOXQp7I1jo9JagKfhYCN3tCAtaNU/fkxA5tDb6ZkS+IYxQzMT4dYafoUOBh4NKmRi8QKTourVCQLoEaNfo6HAJ0K7xuxmiAM1dyAIHubW6M5pe64cbRTbUJaVycUlucxfdjWv9pmOnrRjH4jPx84SRetjXjt4OwwebzyYxF9n6zry1vzYhwxQyJgrAc/sZhe8DUblm9jMJagJ3Wel+1sLVSFCrS0rlwYMqtq6M3iC27U/jY3VBb0MXA/fZrqhYF8k2ZjWd8WRRH/xS4Y+L2TE4Gj8Ou8MmcuyGjHxQic+bA8uwJ7wAR+PH4UJWHBomB7Pwu+Xd9Q3W0eF4cn4sdz1bbSb5Z6RqOf92IBNoFW6VB1VehkUqOSTOZSTgTNponBybjLqkVJwYnYbjiemoTcjgx/HEdJwYnYa6pFScHJuMM2mjcS4jwdTKdnfaUOYgUFWtd/Rm7i1FC7GVw5s7tzQ39JPzY1lRQBPUWpZ3x6N5A9AwORgXsuJwNH4c9oQXYLOFCC0jUQjHsTtsIo7Gj8PF7Bj8UuGPJ4v6sKLAVx6MhWyvWCHyoDfoBZOfxsdyVroVikNklVMgYV1SKi/Y8LBOCxc0L1JRwUZiQR+IyjUIwSILmuaLGFJam5DBUTnP13dmnQKOGPE0V7Vw1J8njMSx+EzstBVzPBB1Sch4ICpS1SWl4kaRDU2v9WPXi8S/bm6tdgnQ2pCFBas2+ycX0pgYu9+HF21alndH00IP3Kv0xc3iUEPQmNxi35bwQQoaI3FpY0A5tg8vwXcjX8aRuCycShmDy7lRaJgcrGyxV7o6BfazU+5nOXjwrz11tq3g6ryaH2FAb5ADSMSOLLHAjshuH+Idviltsojxu9NWzLEb9ckpOJ8Zz5nP/DyI4rMcsKMJH21x9li19XLhgza1JDprDmfKBnh8MZMLzU9PjWLYprpIhm46OpwdQkZA6yF/fhgyA7TXttTaWGZAfYyeG3B+LNusa9kB3CFNYrQm7shM6za7oUVnJ23c5WA1SYS+P9ubM6HPZ8bzgMrvRr6MnbZizggXxTQSYWme2CtWvK4JsSKOghybIopDLFI8WdRHZ6WL84UCCZ1wQVuxoA3zRUb0TA7G5dwonEoZgyNxWfhu5MvYPrwEGwPKuQjf1nuEWKQiBIkYUHqzOJQJ7ws92PqIivP7fdBSF6kjySzwPC5hgQ2VAG1P4CIRlOYIx29Qi3+N7q5sWujhdPggCVtiez+hjdrCl3XEfq7xrzAIW067n6m9n4IHrdAbsrDo5H1YPueGe5NCWDS4WyXEgiw+E2bhlwp/NJSE4FpBOC7lRONcRgJOpYzBidFpBtfz1+GF2BFazFEbHw+bio+GTuPOdBKeye2swqOQ4ExiMwnMRb2qUPgCOwr+uQova0deT+uDXlPwz/rPFvWq4gI1idIkSFthHog1TEL0Gk3o/FhAc+wILcbX4YUGN/SJ0Wk4lTIG5zIScCknGtcKwtFQEsIDCnk4pUqEFq4TA45DFQwsFFWdFaEtURyqrh4BL/W8xozJceSCFgtFsgu6PSxoea4uHmTG5GwJmuJ8GOFCD96l8LxGOP+E4SBzE81RJwpErueEa3R0uARo1/jdDFGAVjJeP3DDgyovXM6NMmAw3hww2yn8RkNJiB5wpiEonBWWxLb+z4JLsWpIpTLcjATgj4ZO48L3lbxIXfiW2M8kLrT+90azmKa5nylwkZACxJZVBR+S+L1Z49qeShnD0AoL+rPFw5d9TOgNK6xC6z4vPN/YBU+X9cS9WT64kheJ44np2BuRj02BZVg5pJL/HaL4TOdfFp+PxWfip/GxuFUahMYF/dmG8tOueL7XkyE3LmUzB5rC9axqozU4HPf0Z1Xh9Vq7uca2FBlgtEk4lTLGwIHbH5nHW/K+Di/ELlsRdtqKsdNWjB2hxfy/d9mK8HV4IW9p2x+ZZ+Cr0UKO3ATE2ONs05Uaw+vzHni+p7/R0WSn3d7ghr5TiceXstm1udcTzz/timcfuKFxQX/cKg3CT+NjcSw+UylCy58RBQGuHFKJTYFl2BuRj+OJ6biSF4l7s3wYK3yjFpZpD9cioji+7IPWNZ3RuKA/bhaH4lTKGHw38mVs1q4XWQQWAwnXCMgaCuYzuaC1og3NmebWajULes4gXMmL5ELwR0OncQFcFRa6akglPgsuNeBynC5UEYKEOPElIU5hON4cMNuA/7icG4UHVV5sXigY8S4Bmg0rAVpusZfFpbbiNyhkrC3uRnvt9VfzI/BLhT8ezRvAWPeruxjD1RSOTiv2s13BXRE82LigP36d4YebxaG4mB3Dna3fjMjnrm/CChDfV37fzrB9ydVKDNJvRuhoBeL7NkwO5vdFS/FZ4Bpy0eO3ctzdm8udzqLobAikJbH5+wC0HvRF634f9jzc68meNXv6syLgrr7m4ysP/TV7PdG6z4v9/EFfJk6LorQmSJvE6DuV+ub9t3CQCRxNco9ZidD03GyYHMw54YRqoetls9auvEoS1JzBtSwQOOGEq9kkXC/klL+YHYObxaH4dYafsWNAmjOOBFl7c8bAiKc5s5qtux7NG4BfKvwNBRvVfaKtXRJLB9u/TygxHKoilcWawSUssGFPgLZbpJE7BeyEd9La0l74ILX2rxFErd/KVakStbYPL+HFHFnUsut+loMHRWcrFQEtOlAcoTcc8uovZZvRChQ4uNXdID5T2CCJz3fKA3jQ4MXsGI7cqE3IwA+jxuNAVC53PW8LmcTDBWv8K3hRQA6FlJEL0wWHc6kkOJPInNtzNnJ6sCO7x2xkdX8FWd1fQaadg16T3UP/2dyes7k4LQrSpb11hzTtc0Ukixx6R9cFFSa2BE3BtpBJ3A19ICoXP4waj9qEDI7kuJgdwwMK75QHGERoHk5IIvRWdz2YUEK1WLnlnWGFiygOVUePoZhKTnk5kNBJF/TR+HG8CC+6oDvCgrbqVqBi0RoBlWMvjNC0h7QTzsw7xdpQrHc9J1yjo8MlQLvG72aIArSpxV3ju/5S4c+djVuCpmDlkEou7oj4jTet8BvLeur4DWda67XfK7Nd3/OeycP/ZLarZbDZekH4vl1hcD8/fV5jiRO4Xhhmcj/LwYNVHjr6g9ycFOp2b5YPWt7twd73QV8DW1Z0sxqQJ8R9/sAND+cOxPXCMJwcm4x9kROwNagUqzWu74I/63+H6K5dMsgoPtcmZOCn8bG4XRbIwu5WdmU8431eeFofwzZUWrCO7PjjXG4tXIzaJJ8dCWIbhK3uaF2nJZO/9SIezhmEO+UBpo3Bkbgsw2KUWvAodITSrj8aOg1r/aajWjjW+k3HR0On8fRpCv2QW9wOROVyZ4G4kLhTHsCcXG+9yBKN12kLuD398exIkN4+JZwDWYA3nIOr+ax9eJ8XQ0WsZOGQt8sC8dP4WNQmZBhEaArpFDc5VdqmmD6rrUGl2Bc5ASfHJuN6YRgLzPzATedBC0gIpWv+Si7bOGzphpZ3e+DeLB9DaGaNgMKgeUN/x+sKF/T1wjBLbA0tYPl1SzxmrWPBXmCoPGfF3y2y4jmv3QlUD8dwLOupxHCIqJ5pQpFs5ZBKbAmawjslfqnwt/y9LgGaDVFYsMJvNF3JNeI3tnTDs1XO4zfeE/Ab9viu5ACmDcZqwdFJXNv65BQuppmcjUKwGndzKtrr2+V+Xq+5n7V7IgUPnk1PRG1CBg5E5WJ32ESDo5XEREfuZ9HNSk48agOnjdXeCNZaejwxHWfTE3ElL5JjFagox5nPkvjMeaOCm0cWYZ3BbXBEiSg8a3gNcjobRGcSnElsFgNq/9pTHVK7sYt+qEJr/9rTHFy7z4sL0qIYzZ3RGqZDFqKdDVq0ClnjYU7nx6pFaE18bVzQn+NaruRF4mx6Io4npuNQTA7nhW8KLOPtyjIP2pnrhooWomN+d9hEHIjKRW1CBs6mJ/JAQnp2PvvAzdw14KQL2uo+0fxjgjmwU+qUuJgdwzsl9kbk846B1b4zDAUb2QUtv28qVL3XFgzHqq4c00NFa6v7ROt/b3QJC9qwEqDp3mCFqjEE33UAv6EKHyShU3TXdoQrq2rrp3Czw7HZbXM/i67WQ/5G/FE72fsq7jPvPqF7MXF9ydF6yF8PfpQERdn5TOLzzxNGct4z4RUOx2ZjX+QEznr+ImQydz2v1XAbKzTGMxXQZJQQOZ1F0blAEpxJZM5wn4UM91lIc5+FlG4zkdJtJsZqx5hulaaDvkevTdN+PsN9FhenRUG64J/NYvS0F80oLCoIv6MFFq4S8CybNT44saH3RU7gSI765BTOhf55wkilCG1wQlPBQgvEo2uGnmOcF64VLcRneFuuG6tsAwNWSgzZpW4FJ13QVFiV5yt1+HSE1y661KkwYBVG2G4MhxAIaYUqU4n+rueEa3R0uARo1/jdDFGAphA8EYNh5S4U8RvU3k74jR2hCheyHVejHC7Wuo6xj6/kReJo/DjsCDW31Yvhg+TkpHCxi9kxeqjZ5z3w7EiQQfg2ODmdCFQj97PIWyauLzk5twaVYn9kHs6kjcat0iDd9b2nP57WxxhYukr0Rq2NO1nFULlDMTnYFjIJa/2mY9ngWXjdU80XfnsA+zs2Sc7nO+UBaFrowRa8n/dA634ftpm6NtGAoRAXIiKC4tHtCt2xtN+H/Rvr9M0itcxeyYvkri3ZjbIlaAo2CG13Yrr1O1r73ZJB7FgsHPS1pYPZwk5Oo/5o6DRs0BwoclWb3H9X8iJ5Cz6JUK3rOvNzQQ5I2liSs0k+H4Qfabo2kXGhtXPxbFVXNC30wJ3yAIMTelNgGVZp7mMVp/t1T4ahWKtxmA/F5BhCK8k5LztyTcWLO5V4Wh/DigKaG/hWaRDOpI3G/sg8bA3SOwdU16/sgrYX3Cl2DhiY7UeC8PzzHjw09GJ2DA8rFeeO7MAW7xdH48fhSl4ke+/r7IeVWmE4yH0t3i9U9ynLLg0J/9H4eJlLgNaGSoBW8V25s/HLPni+sQtvrb83y8ckKrUFv2Elwi73msUF2B2hToQPbuiit9Yfj2BtzlSEsuDZ0j3A0slJ7GeF+/lGkY0jR34YNR7fjMjnOIG1AtNX5fpWufFERyehR0ScAgmJp1OTcCknWnezzvdkwXIfuOnMZ4X4LCe6O+OcUoodovAsup3rYwyi8/NvB+qC8197MgH5U+1z+qQzntd0ZuG1a5gY1bq6C56t6mo66Huta9jrn9dobNUNmkC9lQWNckH624EGMZq3MmuuaIMQ3cZNvCi2GTbwKhFaY0I/+8CNOcfme3LX/KWcaJxOTeKFCxHbUq24dqxcYio38ApvPZBw+/ASfDMinyNbfhofixtFNmsXtAULmgoVqvMhctObrk1knQPHI3RUj8SKV4URUrFqrd90LPeyFt/bg+HgxapZPjqqZyMrwho6JSw48S5hgQ1Vp4xVYUYM7CS2LBdBFfgNCuy0h99QOSop0K69Lf1i+OA7XvaDzZx2P1cLYuJXHmaurCQkOmLLOtWFIuEUmn9MMGJPdvU15rdogYP2xOczaaNRl5TKOxsJuUFGE3I9i7gN0d2qEp4n9TaLzuRuFsVmEplHu81Aott0JLpNR7x2jHKbZnnQa+hnRrvN4OK0KEqTS1oWoydZCNGyS56uE3JDk3GGkBzUyVmXlIozaaMditDPPnAz5tzs6mvEQfyYoMa2tLGbx54L2hBISC7orzz0ooUiMNTKBW0vMJQKFG0NI5QxHBQcqepYcITheDhnkBrDoYn/xGpXBTVbnW/Xc8I1OjpcArRr/G4GLRhP1L/J2vpvTGIcYs0N/HDuQPw8YSRqEzIMfFWVs/Adr1n4WHNT1ien4GZxKJoWMp4xF5Ss8BsK7IfsulYFqsm/l7iujQsYv/r5Vx54Wh/DUAaakCW6OPn73dWXYwxuFNlQn5xiYj/L7ufXPfXgw91hE1GbkIGfJ4zEgyovtoERxW+BoytjFJ6eGsUWgJ905ixf4j7vshXx0ME3PNkmUxQR5/ZjDvDlXrOwMaAcX4cX4mj8ON35vNCDVW8/74HWg74M63BjEhdbHTl+m39M0B2NkqBEwVqnU5NwLD6Tb5LlFkgV542cDxQyQunW8kHfW/Bn3WlgxV8TW6xIjDkWn8nFmIaSEPMGU3M4Nf+Y4NARzrnQNyYxXMpBX3ZeV3dB00IP7oQ+Gj8OX4cXYmNAOZZ7zbL7uVEo4S5bEedBc3b4J0wQFbnEIr6F5o5BBH7fHQ+qvPic3R02kQcCit0D5IKWWdD1ySn6/FnTmYVn1kWyxafUPdD4eBm7futj2CaqWp8/1D3w8bCppjBCEuGpY0J0IytxGPYwHHs98byGFW1uFofyeSv/XrFTQ+TU05x9OHeg7vrW3m9j0xKcqH/TtWCEWYA2iEp3Z/MOiZZaG9uUbH8Bz9ebw8XOZ8bjxOg07gQW2+qXDXYcLiYiKChcTHRyHox+CSdGp+F8ZrwePjjfk4loFKimChfTRKWOsmzJ/fygyos7vs+kjUZtQgb2R+Zhl62Iu58peFAU0lQbLCv0huhiJf4oBcpRF8gvFf54OHcgnizqw4SPdZ31wEEL8Vl08FhtVtsUcPVjAhOYjg5n3OZ9XqxgRqLzlm5MjFnfGa3VTGh+trIrWt53R8u7PfB0WU88XfoCmpf0QvPi3niyqI/paF7cG81LeuHp0hfwdFlPtLzL7oXPVmridLXWwryhC/t9JEbv6c+c0Yf8GaajLtLgQGzPRl7uECDhVSlCa8GErevYxv3Joj54OHcgfqnw591EYnCleP2I7nl7KA7anIuFGwokFK+f/ZF5qE3I4MWbW6VBeFDlZe2CbiM7XQwvNoWVasGdT5f1RON8T9P94mD0S4bOATms9FUnMBzUMUAYDnJ+m+4Xmuj+fH1nPN/+Alr3eaGl1qZ3TGlBzWKxyiUssGElQFuyZWk+kKPSDn7j/mxvh/iNL0Im87WnzJTtaDu/6KZcqxX+iLlP4YPkpuyw+9kieLAtBTBL7rN4TxZFxL/2NPJ82yA+H4x+Cd+MyFeaTsTPQeRw05rYSnjOkURnUXAWReZYtwpEu5Uj0q0MkW5lGOE2xeFBr412K0esW4VBnBYFaVGMzulhX4imAjE9o0VWuMos882IfI5scVqEFrnhf+1pKF4Ynl0WPOi2FpSV6JYOuqCpa4HCCCnjYIPgkqeuhY5ic1TM9k2aI90RhkNZNBIxHNqcNXSOOcBwuJ4TrtHR4RKgXeN3M2jBePz/vs5b+g2Oxkpf/DQ+FodjszmH+e0Bs5Vs1Q99Zjrd2q7Eb2guZGIwW4lJooilCh80cGzJwSn8XoN4R0FuhDDQ3i85OKsVzmvR/bzadwY+C9Z/9+2yQBYmJ6E/RLFXDpJrPeSP51vd0fK+Ox7OGYSr+RGoS0o1cJ9lB6vopH1HcwHushXhSFwWLmTF4VZpEMNukPP5oC+azyYx8bnxbRPvmeMNNIHl8cVM5lDa58V+vpqxXB9UeaFhcjAu5UQbNsY7bSz4harY4sJfDhZ51UNfSJDg4uig11Z5sJ9XBYKIvK/12iZzp63YIMxcyolGw+RgPKjyYqzHas0Nvc+LMbEvZvINtb1z1HhjEprPJnER+tkqhuO4VRqEC1lxOBKXhV22Iqz1m87FX5VzfdHA2QYedF1SKgvkmzOIieRb3fW5IwVY8utIQmE8WdQHt8sCeQHns2CGb1G5oMmJXK05sSlA816lL0fI8ABNKYyQ5i7vIBD46aowQkfFo/rkFH3uau5rh/cMO6igD31mKln11C3wWXApDsdm6+9X6JggZM7x//u6a8EIswBNG1wuyMpt9Rqip3lxbzycO5CjKKwcjSvaid9YNaQSG4ZN5fiJH0aNx8mxybzgZBU+2FJrc8h1lee97PZ+Wh/Drj8S0Oy4nwkjsC1kkiFMzUpEUyEURCfnSq2lVOQ+k4P1QlYcrhWEcwTR4zf6ss6Pam3j+pUHc3VSiI4kPjtq83Z6k0q8SOKLkstu+wu66FzD3M3PVnZFy/LueLqsJxOZ33oRTQs90LigPxrne+Lh3IF4OGcQHlR54UGVF+7P9uYHfe3hnEF4OHcgGud7onFBfzQt9MCTt15E8+LeTJRe3p0J0ms0hzSJ0dtf4G4y4mpyDms7xSCT8CaJ0DyY8KAvu34+7coEt+Xd2cZdQ1pdKwjHhaw4g4OeeNAfDZ3GHZ7UOWAPxaEq3lB4J80fMZhP6YLWCjith/x5+7HKFWzlgpZ58S21NuswQq3AfXJsMn4YNZ7Pnw3DpmKVVrBqK4aDnN+qjgmOHpk7EM2Le+vILhnXo60PaJ64BGh9OBSgVVxZDWPUut/H6KZcoyPeHs0bwPA07cRvvN1BJ6UoKK5RCFnfjXyZc/fPpifiUk40x8A5y342uZ+Fwld7xEMVesMUOrjfRxf9KXRwdRd+3hvneyrF59OpSYawwW9GMMSeiNwQmb7yZ0BmHlF4fvmfdbdzZvdXDKJzouBsJrF5hNsURLiVIsKtFGFukxDarYQfId2KLA/xdWFuk/i/QcJ0tFs5F6MT3aYbxOhMwRX9siREk6mDntVUtJCZ4YTk2GUr4iI0IQQJ3SKL0I3zPXWU4OoueighiaECEkLFD29vF48Bp6Ux25UuaCdY0NcLw3ApJxpn0xN5vsF3I182FY7WWBQs2tO5IBeO2oLhuFfpq2M4lnc3ztuvPPg5N3CghY4FlwDtGn+P4RKgXeN3M2jB+LcT/6LjKCiMb3Fv3C4LxJm00dgXOYEzXV/3rOKVawoVEzEYluFezuI3XuuHG0U2HI0fx0MPVQgMuY3fGeyHLJ49PTWKPcA17AfhRr4ZkY+NAeWcYSuKZyr38/HEdCYczh3Igw+fHR3OhSyVc5VjBHb1RWu1jt44kzaaC4drBO6zzBKm0ME1Gkv4cGw2zmUkoGFyMAscXCmJzw1TuLBqz93LWc9fefD2YGIzkogkMlzlzXBbFg0dOextFlQiDTEfabNJbFjelv6VB2dD23OJcxG6YYpRhF7ZFY0L+qNhcjDOZSTgcGw2tgaxz5BCCWV2N/Gg1wiFjDNpo3UUR7XmQlZcx+Sk54Wjo8P1QMC5A3E1PwLHE9PtuqBfFRjqGwPK8c0IHUvBcRh7+uPpqVGWRRxncRiqIs5iTfzePrwER+PH4UaRDU2v9XMew2ERliriPyiAkZwqrwvM+H2RE3AmbTRulwWieXFvPXxRw4787cS/uBaM0J8T9aeXKbmujy9l64KsECz25K0XOabHSkwiJ6cVfkNMopdZtms05j0Vmo7FZxo5tpqY9GxVV3VLPSEEpJZ6R+KZye39SWcTQkBkP5P7mRzfqyyEQ9X9zQq9sTGgnKMEDka/ZOA+3yoN4tghLh5u1PAjFKAjBg62Q3xWOhq19m4ucBBblNq7P+3Knc5cdF76gi44z/fEwzmDcH+2N+5V+uLutKG4Ux6A22WBuFUahIbJwWgoCTEfk4NxqzQIt8sCcac8AHenDcW9Sl/cn+2Nh3MGoXG+Jxekny59QRejyRlNjjISojVH9NP6GHVbsxM8VisR2hBMSMFrO7R7j1bEILwVueiJB30w+iWOrhELGTKKQ/W8VRUyVg0xBvORC9rEgiaEzScKV7CDIo4J2aMKI9SQPc9WdTUVrc6mJ/Ki1U4bW2+sscNOp3uGCsNBnQOWRSsN1/XkrReNgaUkuFPHhMSBrj+9zPWcgHVYramlX8BvPD01SheyhAA8clISfuPutKG4WRzKcW/O4jeold9ZlmyVZHCwFz64I7TY0MpPItbPE0aioSQEd6cNVbfyf9rVafdzW7ou7HakXMnl55vfd8i9utWdMbdF8XC+J+7P9ubYE9H5LOe7EO95kx2Ugux6nvJH3fGsEp5Fp7MsOotCc3C3QgR2y0dgt3wMc5/Aj6HuuaZD/D79THC3QoMwbSVGj3aboRSiyRE95Y9mN7QVumWTwIVW5diIIvQvFf6siKFhtHgR4xOtQEbXkfZcf3pqFHtmya7cNnbwWGJz7LmgyUEvoXPuThuKhpIQ/DxhJC8eiXN3R2ix3TBC0cBk1b2gYreL599ZDMeVvEjcLA41zl3qXBCCIHnhiM43YTjsIHNcArRrdHS4BGjX+N0MWjDW/u1VSyG4LikVX4cXYr1/BZYNnoUFf64yCDoL/sx4tjWaGHtidBquF4bpGAwSsNooJMlOxlc9jK5rVZAZ57nWGHmuVviAZ0eH4/lfe6LlfXfcn+2Ny7lRBu700sFq7rTIfib3853yAOZ+/qQzWvd5GX63it3bfDaJLbo3dsHTpS/g1xl+uJgdgyNxWdhpK+YBcrJ79hVNfF886BWsGlKJzYFl+GZEPk6nJuFmcSgezRvARNWt7mjd76NjNxTis5JvfNCXbTLXMdfzw7kDcas0CJdyonE8MR37I/P4RnCt33R86KOnjDvjMqHFguxspuNVD+P/y05pMneZ6AAAIABJREFUZ8TovwguyQ99mOuJhKr9kXk4npiOSznRLHho7kDmhl6nba4P+trlZBtEaMJx7PdhwYQfuOHRvAG4WRyK06lJ+GZEPjZrPOjFmggru/ipmFHjX4GdtmIcicvCxewY/DrDj3UQbOxiup5ElrjpevqEuaDvlAcYnMgiC1rmMS8dbOQxX86Nwv3Z3sw5+teeeHZ0uCXGxsCNr1Fz41UBooThEDsn2lq44gUkDf9xvTAMJ0anYXfYRNQI9yuxYEb3q/X+Ffg6vJBje1TCd+3fXnUtGGEWoGUxyYrp2vRaP9yr9MWNIhsuZMWhLikVh2Jy8HV4IW+nXym5Ga3wG1UKB+dav+nYGlSKr8MLOX7jQlYcrheGGd2b1cYAUmfDB8XnhRIfQIGs1Z3R8m4Pw/sV2c/OuJ9V6ARyrVoFyJFoKKKGKHixcUF/vW1XCB00pLdLgYOOBFUrPmTTtYncXWfgucrC8xqNLbqsJ54s6oOm1/rh0bwBeFDlhV9n+OGXCn8mNJeE4HphGK7mR+DnCSNxOTcKl3KicTE7Bj+NjzUdF7NjcCknGpdzo/DzhJG4mh+B64VhaCgJwa3SIPxS4Y9fZ/jhQZUXHs0bgKbX+uHJoj5sY/mBG9vQK4Ro4jySq0wVNmSPy2oK7BSCCcn92VJrM4QSUvs7hRKKPOhj8ZkmlIscZGnlppdRLlYuaJkFfa/SF02v9WNhTOI8ssDYWHUR2A0jFOaR2EVwvTAMF7LiOIaD7hty18S/9rfumiAMB60HVgroka/DC3EoJgd1Sam4kBVneL9WzHhV0colQLOhygpwFMzJC5eCiEUM4uYlvdD0Wj+li1LGb8joN7ELj64RZwUsEadAuDdV+CC5WMlFSW381wrCcbssUHevLuqjuyjFMLO/g/vZYYCczH0W+L38nC/0wIMqLy4cEj6BsBuy+PxZcKnluX9dmJ+VfV/FVC1gsKgXQ21YCc+xbhVcdCaHsyg4k8js554DP/ccDHEfjyHu4+HtPs7hQa+lnyVxWhakw9wmcTE61q3CUojO68lE6NLe7P1RwU+FghAd9OTEFUVoEcdxNT+CFzIeVHmhaaEHmpf0Ys+saqOTXuZBdzTIst0uaCpkLO+OJ4v6cBf97bJAXCsI5/gcsXthl61IGUZI2EYR29KWAtIbds69nBt0YnSasnuh6bV++jlfZy4eGeaunQBnV6eMa/wWwyVAu8bvZtCC8VjtDN3J+CVLAScnIwmyohNZbGknIXhjQDm+G/kydxQ+WdSHLWzIUSi10vMgM4tWenv4jbn9jK30FKD26ww/xu/b6s7QAYrwQR7+dyXXINhReNu+yAnYHFhmEL5V6AB77mcxPK65tdooXN6fb3KsPpo3ANcKwlGfnMLRGx/6zMTbA2Yr+cFvDpiNFZr4vjtsIo7FZ+JaQThDNyzvzhbx+7wYP9iR+HxvLpqu5LKNwD4vthHU3Iv3Kn1xrSAcZ9MTOdt4a1Apavwr8KGPc84r1eKe+M7Edn7dky0WiPFM//26xIqe18+5RYjKOfihz0zUCBvPo/HjcDY9EdcKwnGv0ld3PW11Z+euPoaJVPfmOhShn54axc7dp8zV93DOIFwrCMex+EzsDpuIDcOmYoU3u55Un+fbmhBLKI765BRcKwhnxQTZUS9cz//1/7awQo4YZunABW3FY/7QZyY2C67gW6VBhoIKuflNc4nCCL8PwPOt7ni6rCd+neHHgzxFdA+5ka0wHJboHu09yxgO3rGxoQtHj5xJG43vRr6MjQHlXPgWkUGi81oMQHw4ZxAT677swx3nx2pnuBaMMArQ9vjPvJ2+hm1AGud74pcKf1zNj8C5jATuBqYC1kdDp+FDn/YLSTX+FQ7xG5xf6yTPVYnfcCJATeXcpAA5EgxF9zMV7FSiiLiRkotpHw2dxhECMnpD5j7z9/55D84tfHpqlO7+1pyrbRWfVUFi3FknslzFtu733TlXtHG+Jxed75QHcMGZxOafxsfifGY8zqYn4nRqEk6OTUZ9cgrqklJRl5SKE6PT+EFfq09OwcmxyTidmoSz6Yk4nxmPn8bHclGaBOk75QFcjG6c78n5mi3vu6vbmzWHosnppNhoOi1Caxv5xxcz2bODztnnPXSWuMSDVqE4NglzSCwCO3tNiS5oKmhQkKWyk8CJIE9HGA5H3PhnH7g5xHDUdKBwRXNILEjXJmTgXEYCruZH4JcKfzTO92TrqBojtsfqvuESoNlQCdDKbgkBB8Fd8BoPnYeZiQJWpS9ulQbhWkE4R0AcT0y3FLBUHNm/V/jg/sg8LmCdz4znDspfKvy5aEjuZy5g0b2FulH+Hu5nBXqDc58JdyKGDq7U2b2P5g3g7F4SDQmdQMxnUXymsEGR9ywaUmj9NeWPr6K416vc9ZxlR3gmtIYoOpPgLIrNg7tnYHD3DAzqnopB3VMxoPtYhwe9ln5WFqWHuucaxGhCdVgJ0VndX+Fu6OJe7H3SGlc2xIg8YhEHQRxxYkKfTU/kxQxiiXMe9LKe+vVEoYSEhSAetALF8XdzQdP83f6CXkASXNAPqry4k/5KXiRn+/8wajz2R+b93cIIVfx2qwLS8cR0jkC5VhCOW6VBrJAvFpBI9KccDa2bznCu7XRJuQRo1+jocAnQrtGmUVdXh6ysLPTq1Qtubm4IDAzE6tWrDa85cuQIYmNj4ebmhj/96U+oqqpCU1OT6d9qaWnBX/7yF/Tr1w9du3bFyJEj8d1337X7b+MC9JEpRv7zuz0MIhKxXGUnMnGYRSHYHlOVNieGMDHBPSmGiZHovcQCv7F08Cv4aOg0U5gYF5GEMDFL16Ymtj+aN4CLdbtsRQb3pEr4FsPTzqYn6oK7wv1MmzEVcoSYveRWPRSTgy9CJvP3LaM3ZMfsjtBi/DBqPM5nxuNepS8T7jZ0wfO9nkxAvTbRIBqaxOe7s/H4UjYrPOz1ZG2wH7ihcUF/3CkPwOXcKNQnp+Bg9EvYZSvCxxp/kQQUmb/oqJ3xDW1BsHjQK1g6mC3s3/OeiRXeM/Ghj/lY4T0T73mzhcjSwa9gsdaSRSGGjlwtMjeWNtwfD5uKXbYiHIx+CfXJKbicG4U75QEMXfKBG1vU7fVkXOhL2WzDbCVCP1zI3OP1MewcbmCO9nuVvjifGY8fRo3HjlC1o11GcVT7TccXIZNxKCbH6Kpfr0ZSWLrqP9FZ0GfTEw1hniohWOxi2GUr4kWVR/MG8Plk2U0ghZc+W9XVFF760dBppm4CwnAsEcRgU3ip1MVAi2axiKRi1svCt3zPogDErUHG4lXLuz0M96xjR6b8jy0Y/xGeE/Wn/s0cyGfHyfhwziCOETidmsTRPduHl3A38HveM5Wt9LIALbfSr9Fa6VUs1zvlATrLdXUXNp939WXdDe1h1z5cqGZdf96DBcgt784wRbN8cLM4FBezY7ho9s2IfMP7dcb9rHKrvqc5eDYMm4ovQiZz1/fxxHScy0jAzxNG8uA4zn1ep4mp2ns3CIbtEJ+5s04OEZMDrYSW7mcfuBkCre7P9mbOusnBuFFkw88TRuJidgzOZ8bjTNponBybjBOj01CbkIGj8ePww6jxOBybjUMxOTgY/RIOROVif2QePw5E5eJg9Es4FJODw7HZ+GHUeByNH4fahAycGJ2Gk2OTcSZtNM5nxuNidgx+njASN4psaJgcjLvThuL+bG9j0BM5oqnFWQp6MoUOCVzotorQhoLGQV/mItvSjV9Tj9/oywMtf54wEucyEjiK4+vwQnwRMhkbhk3FGs0x1p7rSnRBbx9ewosaJ8cm42J2DHPUz/JB00IP/Zr6vIeajaxhq9rMUqf3vrELWld34cWcO+UBSnY8vWd76B5xDSKie96T3i+huU6nJnF8zcM5g+x3TkjBi/Wn/s31nIADAVrumBAFrP0+Rgfl6i5oebeHMchMa+E/nxmPk2OTcSw+kwuhO0JZkJmqhb8t4pUqfFDEb4jhgztCddHwWHwmTo5NNoQPGhiy77Kwan5PEdzPlgJWG9zPyuBBZ9AbWoHw2aquaHm3Bxf8Cf8jOs4JeULMZ5X4LDO3ReRGqcB6ztFczykWwjO5nUWnsyg4i2KzZ/cx8Ow+Bv3dE9HfPRH93OMdHvRa+llZlCZBWnRGkytaJUSndJuJTC2okNjQpb2NSA6ZSawSocVgwvrkFIMjl7BaXBB9t4eOhRADLR2hONoQSGjPBW0qapALmp792hxWMdx/Gh9rOYcpjFDGcDgTImpVRFIhdKzm8PnMeI7QEQNEDXOYOhj2+5gLSHY40C4B2jU6OlwCtGs4Pb799lt07twZkZGRWLlyJf793/8dr732GhYsWMBfU19fj65du8Jms2HdunV488030aVLF6SlpZn+vcLCQvzhD3/A/PnzUVNTg+joaPzhD3/A999/366/jwvQ3080hokJ/GeVm5Da2WU34bH4TIdCME9FtyNcHYvPNIneomAmuq6/GZGPUylj0DA5GE/eepE5rvZ54cn5sYbgNlEw427vLd3wdFlP3J021ODYpNA2K6GOhG8Dd1rDBjw7Otzgfla6RUk0e98dD6q8uFi3O2wiPh42Fcu9ZhnY0/aYwYTeeLKoDxPtvvJgDs6r+ez3SRxjk/hca2PC0Qa2YHg0bwAaJgfjQlYcahMy8N3Il/FFyGSs96/gYpG84VMtAORF/DteevW/2m86avwr8PGwqdgYUI7NgWXYEjQFW4NK+bElaAo2B5ZhY0A5Ph42FTX+Faj2m85dFu8oFidWGwxRwKJN6Hr/CnwRMhnfjXwZtQkZuJAVh4bJwXg0bwATIjd0wfM9/dFSa7MUobkb9/585kA+HsEEmBomABOKwxHTm1jMyzU38O6wiahNyMCVvEg8qPJiKAxNGFW5+kUXNHfWf+Bm4DGTEGxVWBFDNUmUvTttKOso2NKNu4Llgg4Faj45P5YtQtd3xpO3XkTD5GCcShnDeeqyG1l0X5MY7Oj+YcBwOLh/yF0bhA2y17XBOdBaeOmx7yf+jywY/1GeEwYB2gH/uXlxb+5iJEH2cGw2Z9h+rPGfZTdwW8PEdodN5PiN85nxzuM3NMGMRCS72ABBMOOOPVEwW9ILj+YNMLi9jyem40BULnaHTeS4BJn9bM+pqgoeJF6vKlxVRm9w4X1HbyZ2aIE5TVfz+Xt3Rjg1iM+qDejxCGMLvSagkqOOwqyIJ9pQEoJrBeG4nBvFRef65BQcT0zHkbgsHI7NxoGoXOyLnIBvRuRjT3gBdodNxC5bEXbairEj1HzstBVjl60Iu8MmYk94Ab4ZkY99kRNwICoXh2OzcSQuC8cT01GfnMLF6Mu5UcxdVhJi4Gw+eetFo8NM3Nwf8ufhjSrHU5vP5Z1KFshHQWz7vHQe9OouShSHKvyXHMGOAgllF7TIgiYsxe6wiTgQlcsLG+QKfjRvAJqX9DIVdDhPXSvo2MPZGO4dDopXIoaDHHMHo1/C7rCJ7QovFV3fq31n4GOtkLMnvACHY7O54E7dE7x45QQH+n9KgP5HeU6QAO0U//nocGZA+bIPm2s1avfkjSIbLudG4VxGAsdA2HNPyiFm7cVvyK5V4vfushXx8EFyT17KicaNIps6fLBac6tK7mdnOit+E6eqiN4g1rbEfW56rZ/yfJNYKDrOxeA4UXymjkjau0zVggYLX9CRGxma6zlRYzyrhGfR7UyiMwnOotj8J/dY/Mk9Fn3do/nRx32k5SG+jn5WFqVJkB7cPcPkipaF6FFu05DoNh1ju81EhvssjuQofIEFFBKSgzq43lSI0OI1RY5cEkTPZSTgcm4UbhTZdFf9a/3UPOgv+6hRHL+Rs95u55Pogt6odTEowghvFNk4Uup4YjoPI1RdUzJGp60YDjlE1F4XA+FPlOdbZrhv6aaf66PDneZAuwRo1+jocAnQruHUePToEf70pz/hpZdewn//939bvi49PR39+vXDo0eP+NfWr1+PTp064dtvv+Vfq62tRadOnbBixQr+tadPn8LHxwfR0dHt+hu5AP1/8pzmP1NFW+Q/r/evwJ7wgvY7GLe6G1zXB6NfwgZNiFUhA6zwGy3v9mD4DcF1rRSBCfshuK5FZu1yi8A2GVVwOjWJoQo04fv5twOZS9XC/dzYMIVzazkvVwse3B+ZZ2L1OkI11CWl4mp+BB5UebHN0o7eeHZ0ONskaegIh+LzVx54/onuWLxRZMPZ9EQcicvC1+GF2BI0BdV+07koLrfJqx76YtV5leYcEROgd4QWY3fYROyNyMd3I1/G/sg8HIx+iTvZ6L/3R+bhu5EvY29EPnaHTcSO0GJD0vZav+lYJbldrDYbcjvucq9ZqPabji1BU/B1eCGOxGXhbHoibhTZuAPq+SeaoO9AhCaUyeNL2WxDtYNtXh9UeeFqfgTqklIdolVktvj+yDweSMi55hpPXeQxm1zQPyawTYYmBN8qDcLp1CS7aBliqi/3mmVgqotzWcZhmMRvi7msciPLGA76vQejX7I7l9vSQbEnvMCp+5Y9DvSx/5P3d18w/iM9J+pP/Zua/1wXqSMpPtEQAm+9iF9n+HH+syggEY6C2ujFTassIBELWdy8iWKsiN8QBaTHb/RlhZt24DdMwWla+CAFx3HUyHq2yeLIgMnBuJwbhVMpY3AkLosHtaoEs/a6VAk5cjg2m7NrrxWEc/QGRyV8ouEDNKcqoTdEXm97BFNCRyjbb7V27pbl3fnGU2aJXsqJxrmMBJxKGcNF50MxOdgXOYHf53fairEtZBI+C9YLkZu0YuSGYVPxsXBs0IqYmwLLeCHzs+BSbAuZhJ02/TmzL3ICDsXkcDH6VMoYnMtIwKWcaBNrkwtH5PhVCEe0uectzu0RoYkrrqE4uLP+rz15sCW5gX+p8Me1gnDOUj8cm90utrjV9UUFHQrsPRKXhVMpY3A5N4qH8xnmlICmaD6bxMMInQn0dIThMMwpoYBFGA5RdJdFL0f3DxHfQ4K7yI+/UWTDrzP88OStF5mp4JPOOnKkLlLJgf6fEKD/oZ4TWlaAM/xnfs2L7fsai5iEq9tlgbheGMb5sSdGpymFKxU/1pE5wVn8RrXfdC5cbR9eYhKuCFnDwwc156QhwEwUriS+vIxK+C1cqobzfHS4Gr2hdag0LfTQ3eaTg3ElL5IHxtUmZPDzvTtsotPic7kmPsvIjTHdKpHoNh3RbuWc8SwLz6LbeUD3sQZ3MwnOJCr/sVsE/tgtAr27hTl90M+IwjSJ0SRIi0K0t/s4kxBNjOhot3Ikuk3HmG6VJiTHpN7sPDgrQu8Om8gLG7UJGTzY8kpeJEdxPJw7UBdFiU0sozgoRLeDbHHT9WWFdhGLG4KznrAuD+cONIQREtJFLCRtH17CC0nVWr5QRzAcIoNb5rirCkkUAnkxOwbXC8NwuyxQLyTJHGgtU8PEcLfDgXahmlyjo8MlQLuGU2PdunXo1KkTzp07BwB4/PixaeH46NEj/OEPfzA4GADg2bNn6N69O6ZOncq/tmDBAvzTP/2TYWEJAO+88w46deqEa9eutflv5CGE+7Pa5CQUncgrvJkgSuzYO+UBaF7Sy8hwvTfXzHC9O9vEcCWx7JsR+ZZt+//an22a1vpN5y7kNuE3BASGGHoohg8uGWT9e6v9pmP78BIcicvCpZxoFtamwI2IrjoVK7dleXdD8KEYPPiXP+uhHZV9dYFQFVZ3d9pQdr63ujPn5vmxbIEgCJQqoZSLz+tZ2OD92d64XhiG06lJOBSTg122ImwMKMcqbZP3hqfa9Sw7jKjSXC21K+4JL+C8vNqEDNQlpeJUyhjO67yQFWcIlrqQFcc5oKdSxqAuKRW1CRmcG0bpydS2RQsWmYVp9fe+4ckwLquGVGJjQDl22YpwKCYHp1OTcL0wDPdnezOkyXpJhLYQ9hsfL8OjO5XMCXzQF8+3uqN5SS/cnTbUMlxS/oyJiUyfsSEQcHl3JdtcdJepsBT3Z3vjUk40jsRlYfvwEo53sTevxDBCHgooIEDaguEg97W9eUU4HQrT5PxpkSEvdDPwIta9uQaGfPOSXrhTHsBZ7psCy7BC4bx2tnOjdn/W333B+I/0nKg7+b+c5j83LfTgjmDiIcsBps4GidlzMFIL/Zm00biSF8mYtXMGMSF2VVe2Mfuyj9Kt2fh4md3wwcdPP2TCiRw++JUHc/oKbs2704ZyVq8YtvhZcCl3ey930qEqu59lTi8FD9J7JoHQgEkgfMQhfy6ciaxeEt7l927Xras56si5yAUNsXVeQ0eQmEHsVhKeT45NNtzHSXTePrwEnwWX8q6X9f4V+GjoNFT7Tcca3xlY7TsDq4ZUYuWQSgOmaeWQSqwaUonVvjOwRuuu+WjoNKzX2ps3a2FP24eXcDFafA6Ry+xSTjRnPxpab5d3N7beiht8TdTnrbdOiNAkzPF5JLLF6yLZvUzDmIh4FypwXMmL5EgKMZBQ5Iu39RpbLsypz4LN4XzXC8Nwd9pQY1fBlm54/pWHOYyw8W27GI7m1moThoN3FXzZh2HAVmnC+5xBuF0WyN8zIXza00GhEtxlDvTZ9ETu+Ka55AwHuu7k/3I9J2AWoJ3hP/MwV+I/ywFmGv+ZWvdJECU37k6b/dZ9QrV1BL+xSsJviMxecqpSIfBWaZA6fJAC42SBUHNOisIV3UMcoZFEkd9u8CCx+a3QG4RJ0MLirheGcda2GPaocpuvsCM+E+9ZhdyIdivnrufgboUY5j7BIDyLbmdZdBYF5xfchuMFt+H4Z7dgw9Gza4DpkF9DPysL0qIYLbqiRSF6mPsEBHcr5G7oaLdyJZKDuNBWIjSF48muXDEcj9jEJIrem+VjwLsoURxadoG9QEJnXdDNrdWma6yxYYrugpYLHBRsqQgjpPXAhaw4E4ZDnsurOojhIPSjPZQOoU8oSPRUyhiO0lFyoGkuaxxoZSHJggPtEqBdo6PDJUC7hlMjLy8PPXv2xL59++Dn54dOnTrB3d0dlZWVePr0KQDghx9+QKdOnfDFF1+Yfn7UqFEICwvj/5+cnIxhw4aZXvef//mf6NSpE3bv3t3mv5EWjH/7LpU5N//ak7FUZ/ngp/GxOBybbZelapf//NeeOo6i8W1j+7zGQiY3cGt1ZzQu6I9rBeE8NM0KgyE6Jsmp2VASwlyi6wXXtYTfaG6tZlXJaxN5WBsJVucyEgycXGccotztTa5JzZ1KjF7a2Lf+90aT+7l1HXNrNpSEGNypIqOXRLpXNJFu8aBXOCLhQFQud8c2LfRgG8JvB+ruWA1XoERFXMllqIg9/ZnzWROfrxWE41TKGByMfgk7Qovx8bCp+NBHR268Kj3wVXxlchZt1pxU8iJddJzdLA7FrdIgHgp1r9IX92b56EelLw+pulUahJvFoQYHnYohtllzZVA7shWnmlxRhOT40GcmPtZ4sgejX8KplDG4VhCui9CfsM+35XgEDwKU0SYcK0Of87cD0Vqtfc6ay51QHKt9Z2CxJsa+8iezy33lkEqDy76hJIR9zuvMLmhaOD77r0/M80rrZiBXsDMOf5FvThzq5iW99HDNaxP5fJYxHNyNvF5z95eEmDoLVIGihP+gUM9rBeFoXMDuC/K8EjE+jxrf1rEjdO9ykgMt3rsOx2aze9csH8O962/fpf7dF4z/SM8JEqA5/5nwARYt9CQeqfjPxK2V+c90z6U54YjhKuICrhWEM6Fsvudvh994uNDs9P6SFUeererKwuIkoYx4tXLYorxRbw+jlxzf9ckp+Gl8LG4U2fT3rEBvcIfqlVwuEFphEtokPovMR8HtRGIptdtS6BAJz4djs7EvcgL2hBdgp03vaNkwbCo+GjoNazSh+UMfI/9/ySCWAbBo4GzTsXgQ+76YK/ChDwsdWqM5njYIHTg7bawgui9yAneaEf/xSl6koY2+aaGH0cUoMlw7IEIbeNC3KxiOQnPYK1Ec8z1xd9pQ3Ciy4afxsTyQcG9E+xnjckivGM4nctXFws6TRazA+HyDVtiRncHCvOowhkN7z9cKwg1YG2cY8nQPoeKufA9Z4zvDkgN9uyzQPsKHMDaa2P4/IUD/Iz0nTAK07JyUOyjs8J/JNSneR47Gj8OBqFzsCS/A9uEl2BI0hfOfrVyTVYp5IM6HtuA3RJfq8cR07po0YRJk16SM8rFgxzoKNnXWnWri89N53mBEJIjoDQqKEx2qqnO9xtcYOKgSn1W8ZxG5IbqeRdSGKDyLojO5l0XBmcTlHl39DYd7Fz/TIb9GFqZJjCZBmsRoUYgW0RyiG1pEcqi40CoRWgwmXKMVALcETcH24SXYE16AA1G5Boe9KeBSRHFUC0UOiTH+5PzYDrvsVQGXMuLFUOSQuhlkvAt1M4gYDpW73hGGw958ttfNoDrXR+PHGdYBcjeDkgNt1RGl4EC7BGjX6OhwCdCu4dQICQlBt27d0K1bN1RVVeE//uM/UFVVhU6dOqGwsBAAsG3bNnTq1AmHDx82/fzLL78MDw8P/v+BgYFISkoyve7s2bPo1KkTPvroI7t/z507d3DmzBnD8eWXXzIB+n/Hm1yEZ9MTsT8yD5sFF6EoWNlzEbauZozAp/UxBlyAQTgiDrPGqyWn5g+jxmNbyCSs8J6JN4TfKQaIfegzk4tk5zPjDaxa7hAVwvc4foMckwd98fzTrkrUyDt2RDIZ+yH+XhWigNyxJvazJvJfyonmzmsrPi+95xXeM7Fh2FTsCS/AidFpuJofgYdzBnE+MOc+S6GDdsPylvU0iM+0uavxr8AK75lYNJAtLMVqs+gokltatwRNwS5bEeeTkjOEWhNF1mbTQg80L+6Np0tfQMu7jIf97AM3frS8z1AOT5e+wBbJCz1MLNGfJ4zklXTiYu6yFRladKnFX3ZY0vtYoLnAVnjPRI1/BRe1DCL0sp4Owx0N55l40Brn++GcQbiaH4ETo9OwJ7wAG4ZNxQqsh1fZAAAgAElEQVRvMwpD5oyTE/lSTrQujkosaHK5KxEzFoxzwryoijvveKnRFM8/7YrWg76GjgbD3Hq4UHf4C7/3fGY8L+6I+A+a01Ua/3qF90xsC5mEH0aN550FxFUn/rSqkNXYMIVd07v6onV1F6e6N6igtMKb4XT2R+bhbHqiqXvjb/87/u++YPxHek6cqH/TzH8WXcHEf17SCw/nDkRDSQgu/X/svXtwVGW29885o0B3JwgxXCcQQriE3CAhEEIgN8idXExCCLkQEhMSclEOA6OicOClUPDCgeJFpVAKlYMzygviSMFIIS8KBRGQy4gcFJBSRFBRSCCEcH7v+v3x7PX0ep797N27E5g5Q/Wu6qpzGGZCd/bu3v1Z3/X55sbw9fmO+p8pkH0lUEwvYlLz6+xY7kF2J71oqt/AhKqm3+C+UinprSofRD0CLUwzKlukWxBW/LyY1vy2YBxcqQiB3xoDWBoK9QikJA7TqZiwM1IkyM+dluUhNBLgM3W2ki+ZWGCFiUWaopM3V7DAau2wGlg1tBZWal82MfG00I9BwwVainFef3aeyI95/dl/vuD37O8vJAnG5YMZkF6lwWgsflJt5tC0GSagfm0YIsAk6oCUITRPP5H1W1evM9fZXJ7lvJ5IySUqKW491xt+awyAKxUhfIW5KT7DsmdclfikUJYWe6LmxayMkF5bdw6Ncmo4tIR9RzQcymtL819/nR3LNwvoFsUrgZ3fotg5Zjp/rudyY+ByaTjT2aDz+u3u6rS3BtuPHn/W8zlBPieOn1rO4ajO/6zaoqBr+yb+Z9XaPiZy15NErhGw6qh+gyZUVfoN9MbKxWW3l/dg5w8OrvA9w6jQVJGa7Gj62dDP+3Z3p2eb6BFQvWFUEkfTqaptQyP4TH3PWDSIyg2aepZVGzJ4lqGzDJrt3QKFh61rgO4h/x0ZTKtgtApEo5qDpqFRyYEFhdQLbQShzbZGVSl7WnIpn2fcT4x6CAuecXdT0IYll/KgAx3jG9hASXeelYYb+typhgN97h3RcJgNlPA+wMgDfTo9wdwDTXQ6ym0oyQONkN8DoD1HZw8PgPYclo4hQ4ZAly5doLa2Vvjzmpoa6NKlC3z99dfw9ttvMwVGU5Puv19WVgaPPPKI8L+Xnp6u+3vnz5+HLl26wH/8x3+Y/nv+/d9ZSkP1OPJhDPvgeFMrECPJxTdGPg7PB+g9qn8YwEDZehWsUvifhdV5qqPYbIfby3rCz9UjhCQy/kzV6vzaYTVcg8E1AatYwqDtSJRr/YaWDkUFBtUTIKyiCWSEguuDqmBHRDEcSUiHi4VRcGPeQHaDqdB+CFCQaD+o+/lUahJ8PG6a4OZVFR8uG8zUCFtHlcKBidkcfrcuYc7Vu38dxMAgSX3TZO6N5kXQfKkMbp+cyH7Pm1jK5PqT/vB9USSHz++Hl8F6rWxwkQZt5eQwLfOjq6y4Gt4UnwFfpiXC+bzx8EPJaP2N0ss2Nq3foHnLtjjYl86tPdnkHB9be7I/3+Jgf29DV2hfpznrpBuaH0pGw/m88fBlWiJf9d8RUSys+tPyRDnJ/YcB7EZwpQah3w8v4xD6+6JIBvpf8GaJtD0BLIF8qYwDUV3S/OcGuPlNJvtC/WZXaF3iwyHwgYnZsHVUKbw6fDYsG1yvO8fn9hdd4x+Pm8ZS0NQFTXQY8rBD1mG0r+kGN+YNhIuFUXAkIR12RBTDeuJGpglsOlSi19evDUN4+tqlhuNIFHORr+rO9TZ4fa3Vkt+yymeBBr5p8vrn6hEsfU6HStpwB99LlB5oaaiEzxXVH9QD/bxW+kg3KW4915slsfYEwJEPY+77DeM/0+fE0ePPmq/Pb+wGd1axVPBvjQHc/3wsKbVD/mc5qSn7W9HdTl21vzUGsJTmKi2lqfK3EgeyS/2G5svX6TfWduXJVPTzqsoH6XM12sigWxlm6efdY51QENPPQuHi2q7O0rR9w6DtSJQA3c30CPSLplX4zBNOS3yEdXlMKx6fkgKH4qYKEOPdMAae0deKwIh+wcTkLk2zVvdmhU6P+7Iv8fjAP6uWUvN0BReBEk00vj6iGjYFV8K7YeKX/UNxU+H4lBSegqJruK1LfJyJRosQ2ggkqc4zDmOPRDmToW93Z+caKebDFDQOO3aPdZ2CNirmpUk82Y0sbxf8VBXkTNqvNdBwuDjPBPD+63y1R156H5Hd6h+NKTJ9H1ENsqx4oFE5cqk4Qv8+YqLx+XsA6H+mz4njJ/+X6/Iyzf/M0/6d8D/j+8lqbYi1bLB+Zd+qMxbfL4xW9lWbfRiyQD0CX9mnyVT08+4bpi4uc7MgTul+Vrl55fQzFg9KagR8nc/lxsDp9ARlQRy+znLhKX5ncQWf0feMyg1MPaNuA1UbKvAsQ2cVaO7e1d/yQwWmVTBaBtGo5qBajqGObK7kQC+0FQgtD5tXDa3ln0uqosvT6QlwLjdGUHHo9BA0nUuGHTrXuEUXtDtlhHcOjWKfW+gZJ0l7+Vyj4SF5k9VIqSPfH7i6pmWlDnqgV5u8zm55oLHgGT3QLq7nv1dZred4cA8PgPYclo6QkBDo0qUL7N+/X/jz/fv3Q5cuXeCtt976H5NYOPZ/IpQqjB0RxYKLubYP+6KHacmVQ+bApuBKDsmuVIQwKLqpm5CWpO5W7n8+kyxC75lhcDJlMl/XXyqBqjoJBH8YOQOOJqYpy8Mo9KaATE5dy0lvuaANU2mY0HyLAEHuqdVg1a0zyRwAy1qElgt5Tk3Aiw6d+9ko/SwXD348bhovh2teMMAJv5siuHqDep+N3MR3XrbBjXkD4VJxBJxKTYJ9MY/x5PNKLZk7r78ePs/r7/wCt0ZLS+EKK13X5ckxbX1ZSIFs82Hn2p4AaN8fxG6QmiKg7UgUtB2Ldj6OREFbUwS7gd4fxM6VnQPYf1+aruPaN8IPXIPHlf+NWuISv6jigIF+GcfntpIkoffFPAanUpPgUnEE3Jg3kCXgXLi2OYy9PIulujQI3LxgAC+7/HjcNF0hoVEKWueCftHh1NtcyNPpXpTXF/Gr48+mGwb4OshFmzQZLKeRlQMeLEGUykyPJqbBh5EzBPBd11ccLC31r+d6m5Mpk+HyzDABBtPrS3gvoVsNm7pB6xIfuFIRwp/rpuBKWDlkDt9qqNZ+JnVP41BJVn8c+z8R9/2G8Z/pc+LIF0/zVDAHR0eilAVi1+oCBSirGgq5k1zEL2k0ubgrqhAOx2XyNPDVymC4MW+gLrnYvj9ImVxUaQJk/caNK1XO56kAZNef9OfvO1Q1guWD7gJBmtKU3c+q9DPXImBhGk2lonKEFA8aqTd0K/Mkldv6t3glfMYvljfmDeTJJnz/xdSzq+IqBEU0FV7dm31JL/dhJVbFvRqhqGcjTH+EPaaRB/5ZUc9GKO7FSp/KteKn6t76tC/9Imq0Wo9paO7Y1pKNN+YNdIIlBYRu/Vu8mDaXVnCNXnNaSMiVFDRtj8WeRPcip6BVLmizLgSzgQctI6Rqih/LQ53nmzzgORLFXP0duL5wwMP912ST4sa8gXC1Mpg/38NxmbArqlC3SUFhmLseaByeU9h+rS5QXWSqPU9eRNiyFI588bTnc4ImoAmA5ulcVWISi8uwwFSGVZ3wP7sDq1T+Z7m0zAgKnkpNgm9yJvABDaoReFpyvYF+w0X5oBF8ph55V0BQlX7WFQ8+6Q8/V4/g6g3UnBilzNcotnnq+rIhIBYOGsFn9D1T5QamntHxbASeVdAZYXK3hwfyR9eHfu/yQf++DKRlGK0C0eiIxjQ0VXKgF9oIQmMx4eO+zu9UdAtljUk6l+ohfigZzfQQT/rrCwndSEHLAw8jDYepUgcHHgoNB0/bL+spaDi+mz4GvsmZAKdSk0yHHap7hY54oM2GSm55oHGohMXEpFBUt9Egpcw9ANpzdPbwAGjPYelITk6GLl26wH/9138Jf37mzBno0qULrF69+n+Ms+2L98Kc5WFP+sOF/Gg4FDeVpxbpun41WZtHFca+mMfgTGYc/FIznCVFFYV8pv7n+X466L1ooF5P8LSfCL2/TEs0hN46RYCWukbVyO1lPXlScueY6Yb6jXn9GfxYO6yGKwK+yZmg88VS1zX1Hd64/gy0nk7SwcAv0xI5+KbuZ1cgkusYXvBmIGDfMPbFT1JCyIDuzsFQ9iVKg6GXZ4bB6fQE2D8hF7aNLjGFzwhoMSX86vDZPIF4YGI2TyD+WB4qroOvl5yZOI3/WzzcOpsGN8/lQMvFQgY0L5UxiI6PS2XQ8t0MVqZyLgdunU1jrjE51bGF/Ry6pvxjeShPTB2YmM0TU69qzshFJs+RQuhto9mK/+n0BLg8M8wJ/bf2ZBoMacAiqzhunU1jXwA226HtBW9Bu2Jl8IAu6L3R+fBlWqJu6NF6OklXeGnoRq4LhG9yJnDFDV7XchqZajh2jpnONxtuL+vpLBYlaWRDxQ2BwV+mJQowWC4FRCezDgbP93PtgZaLF1/whl9qhsOZzDjYF/MYV38gbK8mrzFe11tHlcKhuKlwIT8arj/pz4sIv3gv7L7fMP4zfU58fmyBsDovaCn+5M2uwxe8oeWp/vBLzXD4tmCcMAzaNrrEsrvViv/543HT4EhCOpzJjBOK0tpe8GZfxFBFQRUBxN1qqt9ANcKlMnP9BlEEHJ+SAp/G5uhUIysUSgRVMRwCMtlTS5UI1P18rXaYshiOFg9SUEY7EUy9zxSGopd4byB7vzWAz7iFglCUJpo2h87SlVZROIrQedajDGIU9WRwOb8Hgxk53g2Q5VUPmV71kOGo0z0yveohy6secrwbINe7AfJ7sP9+UU/2ZX/Wo04YTSG/XAK1OXSWkHBE2E+3eZQQekcfBmFl3zZJ2pulzgXoTxPBCGSlwstrtcOULuj3w8t0fnXVgEcGb6oyQlRTfBqbw885M8UNXmP8fDNQveiS3+iSx2tMU4+0v8beS2jB55nMODiSkC645O/FewnCdhyif1swDn6pGQ4tT/Vn91nrtfcSqhshKp/Pjy3wfE4AcUCf/F+uCwgprKKlZaQUD4da3xaM42D0cFwmdxLje4sr/7PKg05BFZ4bRuv6ckGc0bq+UF5KfbHSPfDt4xNcwqoOKREulTnfs1X3ycSxzYsHNcgvA0H5/Zt6n7HLADckq3uL8DnTq94SfFalno3AsxF0Rqj88EP93H7IQFoFo1UgWpWGtgKhaTFhmY8zzIU6Q/p5hI5i+nkkDzwQjtJCQqNzDlPQLRfyTIvy3FK+SEMlYatBcc7RrVUrWh16zyBrdajXXQWhXWl1qAcaVVyfjM/jWw1nMuO4OpJ/7uNrTEtFjYZKitfXA6A9R2cPD4D2HJaOp59mqYi9e/cKf753717o0qUL/Od//idcv37dtLW6srKS/9n8+fOVrdXLly/vfGv1f45QlnhtCS0XSvnwhp4Wh1Fvq5kKg6d9DFb1z+XGwMFJWfB+eBmsGVZj6H9eNbQWtoQqSg//5K0DwUJJmryq/0w/AbRb0W9g6vr7okhnUvIv/ZTlgzQVyp/r6u7cUdsUnyHoEFTeaWUhHRYPvqb97OMT2I2nlviW4Tf3Ef+F/XduPdcbrlYGw9msSXBwUhbsiCiGNzQnsRmYxST2Bk1RsSe6AI4kpMPZrEncD3lzYR+WxNugfTHd5cfWc+kNNyY+rs3la2DNN5ezpHjrSv7AP+Prhdfm8om7cMPzWTD7EvNeD+YQfNnGE5g/lIyGs1mT4EhCOuyJLoD3w8tgQ1AVTx6bPdeXhrBiwh0RxXBwUhaczZoEVyuD4dZzvflrT73bFALj7775UhnzE2uvPRYSGhVPyiCYal+a4jO4Y/3Oauc1RtP+yjLCv/Tjmw3fF0Uq08hmGg4Esy3P9NOpdZQlnwi+0XVu4f0EB1r4fnJwUpbp+4kw0DJ5P0HYTgtNLb+fvNcDjv/niPt+w/jP9Dnx+bEF1goINS0FXZvfPdbpRFZBWXdTi9sjSmBvdL4Ix4xSi9T/3AFHrbv6DfTQ47qyq/JBI0XA6yOquVcf9UbK9POq7uxLJyZyZOBuUriog+5YDnexUNRB/KUfH/ZhGvfGvIE8PXcuN4aXCn0yPo9/kdwUXMnTiXJSFZNz5VrKGVe3szTQnGKfA8n2OTDZXguJthpIsM2GOMUjwTYbEm01MNleC8n2OZCiJc6ySAlUca9GKCfJM9X686sakETQhAqKL9MS4VxuDE+dIYTmTugtDr5ez7Un5LV35d3WFfPJzvGtrAiXpu7lFDRuGNDzzkhxI39Jp2WE8nnnroajQ4514oE22qagQ5690fmCB7oj2xQI29F5vXtsoaDz4c/TQhHh3wNA/zN9TggA2qi0jKZzpSLTmwv76JK5X2XEw/EpKW6Dqs74n1cNrXULVCmVCJJ+A9OoRr5Yq+WDyvSz0esrpZ/lUjgcHuJrjFs8OyKKuTIJfetUJYXfz8q1oWFeD2fhoAyfadkgFg1S1zOmns3AsxF0fuh3fRQPX8VD//fMYLQRiMY0NHVDY0EhLSeUITQWE+b1aICinuzzCO9/qQoJey5QEYWpe9RDoXNcV0goKyKkFLRQemmQgna7jFDyuvPzjmo4FMoXdwZLeO9wrz3QRoMlfI3lpDnXSNJCYqPXV7HV4AHQnqOzhwdAew5LxxdffAFdunSB4uJi4c9nzJgBDz30EPzwww8AAJCWlgb9+/eH5uZm/nfeeOMN6NKlC+zatYv/2eHDh6FLly7w0ksv8T9ra2uDoUOHQnR0dIf+jfyG8e0h3MX8U1UQ11Lgqj5NLM7u7VyZf3X4bNgeUQJN8RlwsTCKJRbXupFY3OIwLCsz8j9j6SFPLCKQU5Qecv2GVlaGXlwEwfRnUjCGX1xk/cae6AJl6vrW2TQhdc3LB7WyRZq6/qkqiKczt4SKhXAq8I3p58NxmU4NAwJ34sZVqjc093T7ngBWOrisJ1yrHQbn88ZDU3wGfDSmCDYFV8IrgaxwUHY+y37kjSMf58VfJ5KnwIX8aPZFTUsd6hJR0koypjxu3n6F3/DguYFfzvGBf4Z/51bbGmfiQ7vpllfEhYSilp76qSoILuRHw4nkKbzAaOPIxw091/icFw9iwH1TcCV8NKYImuIz4HzeeLhWO4ylgTcyHzQ6kVUqDsF1rgFZ1K8cjss0TEEjIMHiyy2h5XzL4KeqICGNjOV8Ou/4tbnOBLaURt4TXaDTcMill6uG1gpFn/w6Q9+5yXWGpYB4neGgx6gUEM93w3LRLQ7rGxVr2UbFxcIoaIrPgO0RJfDq8Nlc6YPvYbhRgdc26kb467vZDsffHnLfbxj/mT4nPj/6b5YLCK9UhMA3OROEVPC7Yc6iNPpFtjPeVlP/s4m3VaUH0MFALQVs5Lk20m/I6cylLsoHEY7Jq7hGSVSd+1lKP98+PsHpIybAnb4/KZUI1EVMU7g7B/BCPHQ+0+QzwmdMPiO4wNTcSgII5ZXtop4s6ZyjrW2n2Odw2DzRVs2Lq8baZsFY2yyIspXrHvifYQHURFs1h9IIo3O0ZDSmoukKNA44VpL0GX7xxyQ0hdCYiEInNC9+3DlASJ9T97aRkgI/KyiQ5d7t4xMMU9DUBW2WvMdksJGGw8qWgUsNB7nOePrbZOghq0es+OSpB7qzPnkEPVjw+W5YuXCNfZMzgQ14LBYRfn703zyfE+D8nDh24t8NCwgFX+zeQH5uq1b1r1YGw6XiCO4lRq3PnugCS1ofK6v61BeP+g1c1V9NVvXRFU9X9V0VllJXrKl+Q/LxdrYQTpdERfezQfqZFsai4mTnmOm8EA61Pvh+Qr3Psx5lw8P8Ho2QpcHnRFuNYfJZhs+o3DBKPSN4NofOImj+3b/6GD7MoLQKRiOIVqWhqZJDBaHlJDR+HmV51UN+DzYUnfWo6INeQs49VHFsHVUKO8dMNzzvDFPQkgtambx3MwXt0juu0HDIgw9VUbGs1nk3zKnWWU3UOvTapj0RHVHryPqtPdEFXL+Fvu1LxRFwtTJYrdbBey5SRMg/9xVFhMdO/LsHQHuOTh0eAO05LB+VlZXQpUsXKCwshHXr1sG0adOgS5cu8Mwzz/C/c+zYMejWrRtERETAa6+9Bs8++yx0794dUlJSdP9706ZN4wmH9evXw4QJE+Chhx7SeeGsHhxAvzkQ7m7spnQxo5YC12Rr+zjh6AatgPD4lBT4oWQ0K0nb4J6zlfppd48thE3BlbAioE5IIsv+Z6H0UE5mkp+pS2ZKa/r0ea5Q6Ddo0vvP4TO5foO6eNuaIlxCQOrXptqPN7Sf+7QLFy9NP9MiOgr58aaBe4BRvaHBzzsv2+D63EHw3fQxcHxKCnw8bhpsDp0Fq4fWwhJ/ZxmeCsS+NIQlnz+MnAEHJmbD6fQE+L4oEq7VBcKtxcxxfHezXUwIkS+iVlYLrTyUq2AEFAmJzM12aF/Dzq9rdYHwfVEknE5PgAMTs+HDyBmwIagKXhpiDN4XaDeDqzUQ+/G4aXB8Sgp8N30Mg7Ev25xDAKLioL8HAY4qCigxBW3kHn/arxFWaEV5VIdBPcWuhh9tTRGCexw1HH8Onykkg+X09YqAOsHJrNPrGG0a/Nyg2zRQlQJSDzSCoBUBdbApuBJ2jy0UPevuOOU3sNf4h5LRcHxKCnw0pgg2kJ+JGqE6ohtRuqc3doPjbw78u9ww/rN8TjR9/oQAjG4fn2AKjMwKCOkarxEwoiVp6ESWoSyuzF+tDLYMjNwGY5jM1LYs2l50MP2GlsyUQbsVP60KAi70Y15yTEChi3dPdIEOAqLqiLufjdLPJvBTUG9I3ufbJyey99Jdfs4E7ururCBsvp8SPmPyeUsoGzTQ52+UmMvyqoc0Rx1Mttfy1BwC50hbGYy2l0K4vRjC7EUQYi+EkY4C3SPEXghh9iIItxfDaHspL4JCIJ1gmw2T7bWQpqWijRJo1DO+gRRdontbhtDN8/0YbFpNEui7/NiXfe2coz5oo5SZbghgloJ+2SaopujwY090AXePY2Jx2WAn+Dcbfhh51mUwi5sGLc/0c24avNeDbxp0dNDjaqCFHugv0xJ11xl1Xssln/JAi667mxURmg20+IBHe55Nnz/h+ZwAEUBbLiDEok2DAkIzVywtNJUhVUf9z4sHWYdU+H7wfVEk+/wxSkmiJ14FAUkwwx39hgD35XS5BQiI6WeVCmFPdAH3a2MK9SWDISKWDuZ4N0Caow4SbTUw0VYN0bYKXjhoBp+pcsM98KyGzf/6rz1dPoyhtHUQLSs5zCB0pK0Mom0VMNFWDYm2GkjTBqJYSqgahqKP/w3iKd4TXaBUv5imoOXhh0FK16ww11TDod0zKIcfH/gabjdcrQzmpZe0M8LVcGnxoI57oOXhEi0iNnO7mxYRyoDfxLPtAdCeo7OHB0B7DstHe3s7LFmyBPz9/eHhhx+GoUOHKtulP/vsM5gwYQJ0794devfuDfX19UKCAY/bt2/D/PnzoV+/ftCtWzcYO3Ys7N69u8P/PrxhPPF6XwaLtNKwY0mpfE0fCwgpgEZAZehi3h/EYJHmiUVYxIvKKKAiP5MCKhmKyf5nw9JDAzctT4NudEJv1GDQokUKxbCoDPUbqqIyhMCmGgQNAKIDmHp4VdoP/LmvkrS3UEJHHdva8xWStwgfj0VzBUPLM/3gx/JQOJ2eAPtiHoM/h8+EdcNnw7LBLNFAAbisotig+ZAPxU2FM5lxcLk0HK7PHcTSqRu6siIi/GJmUPRlttolp57lNLSrYgzdF1kEY9t84O4Glhq7PncQXC4NhzOZcTyNixBapeNo7MfO82WDWer+z+EzYV/MY3A6PQF+LA9lGhRNwdJ2LFo3hPjv/7eZu8cFR7FUQrltNEvo4vmn0mGslVQ31+oC+QDEVP8iu9ZJwajq+pbPe3QyN8VnOGHwRnXqX3CtWygFlD3Qc/s/oR4wPdVfp/7Aaw1XufnP3B9k6J7GARMF0PL1Lf/ME6/3/bvcMP6zfE40ff6EvoAQi/neFPU3l0vDLRUQymDMbGV+LSk+3T22EA7FTeVqAPQ/CyvzGgx02/8sqQGUmhHNTfvd9DHcTUv1GzJod6XfwE0TBO2YzPxoTBHsi3kMjiamia5rqkHAL0I0/Yzg08RBrHr/RPDJofs27fMVC1+f6g/XaofB5dJwOJ83Xgef3w3Tp1Lx861SAxaYeEbwHGebDTG2Sg6dw+3FHDYPd+TCUEc2DHVkwxDHVBjslaF7DHFM5X9nuCOXQ+lwezGH0TG2SogjIBoT0SW92L9LLtlFOIm/Awqhz+eNZyv3tcNYKgqLdjdppXwajOXnnYtiPp2DGwcBNAWNoI7oX6gb+WhiGuyLeYz/DnDTAMGsWfmlSsOxXnNiUw3Hmcw442tNGz67q7rRAXccehhca19lxMOhuKmwe2whLxhe64bSR4Y8RkWEqFTgWrE3u+oKF3HD4O8FoP9ZPidUANqwgPADX7cKCNFNbKWA0Mz/jOe+1TX9raNKlWv6VIXAU6hUv/Enb3VKEt8X7oF+o/nyLBHu03Q59WtrGgRV+ll+fd8PL4O3Qiq4zocOeLBLo1wqHcT3cnfhs1nqWQTPeuishMz/0sP44QJIUxhNQbRRGtpdCI2fQbSUsNzH2a1EB+6oQ3pL00TQbgJVUR7vJzA7/wgkpQOQTms4SPml6fmnpe9V6heq18H0vRW9jtn1Let1zIoIXb2+yiLCD3yNiwg9ANpz3OPDA6A9xwNzcAD9vx+F9rVd4ca8gXCxMAoOx2Uq1+UR3NACQlyXt1pAyFf0/9IP2td0gxvzBsK3BeN0P5P6nxslX+u+mMfgbNYk8Wca+J859P5bPJsEv+b04ZolQTGBKkNvVyDuv/+fogiOQG+VAuEJKf2M2g9Mg55MmQyXS8OdaW8p/awDj5gI3RsIdzc51RtYgLcjohg2BFXBioA6/vPxi2ldX7FwEOHz/gm5cDZrEvxYHkFDxZEAACAASURBVArN8/0YAN3UjX3xPDQKbp1JZl/Ifp1vum5MJ+m4zqXzPhMfNK6GmSVDBJDy63wGyM4ks9d+5wC4u6kbtL3ogOb5fvBjeSiczZrEyxc3aOWLiwgooWBooZZC3qC5mHkRJKo4NnWD9r2BPPFvOojQUtAtz/SDy6XhcDJlMk/9uzoXqAKGnoNGBZhmgxcVDKYaDlXyn3vPX2PnX+vf4gUYbOiB1rYNzmZN4toZ1N3I1zhV7ByOy4RvC8bBjXkDGdxB3zlRf1gpIqRan4V+4iBN1vocjsuEi4VR7Geu7Qon/vejnhtGoAC6XudsNSrmu1QcAafTE+BwXKaQzOxsaRhNBR+Oy4SzWZN4IZ+qHK0j/mcZigkAUNKM0KJF+XmagXZVAlUuH0TQjm7ac7kxcLk0HH5tGCK6rqUiOJX72Qh68uerUm+g+uE15+8W12cv5EfD6fQEXliF4PONkY9z8L7Qz7mqjalnhBXJ9jkcPEfZygVP6HBHLofN/l6pMNArGfy8JsMARwJ/9HfECf+/n9dkGOiVDP5eqRxKD3fkCj7OKFs5B9HJmpoj19uZhsb3Pkyir9IS93QQcCQhHU6nJ/Ak+q8NQ/h5x0sJpSJIquJQDT+UwwBVCpok8G8u7AO/NgyBy6XhcC43RnCtowKGlhFaTeDT9J18reG2gVJPoQ1AOjvscfWecjZr0n1/TzmdnuDWe0rT5/WezwnQA2hLBYTbfJSA6pea4XB5ZpihJ3brqFLDAkJVUZm7/mdVURkCKvQ/n82axPzPM8O4Eql1iY8IqLStCCGBSvUbkifWSgLVtNyRwv1tPnq9yTP9lO5nmn7GbSWqUKIqH6reQO8zlg7i+3m4vRhGOgp0hYNUu0GVG0apZxV4tgKb/+VfHLqHFShtBKJVaWiq5FDpOLCYcKSjAMLtxfzzh5YS5vVo0Kk46PsTKqFwS4OmoJUu6Gf66TUR23wESGpWludWASZJ4PNzUE7gb+0pDJhal/hwhRRe32ezJvHrW1V+aaVg1KiIUC4YNbq+UXOi9Ltr17dywGSm1yGvrQdAe457cXgAtOd4YA4OoP+DKRpwRf/T2Bz4c/hMWK0VpNHCsPq+rByPwqnzeeOdhWHoiFUUEKq0ANfqAnlJ2bthTjglpyMxCUqL0a7PHcS+AEn+Z/wAxZKylu9msJKyrT2F5/nxuGnwVkiFZQgn6De29uT6DXyeggJDg8B3/zpIKB9E9y96aVXpU/Rr0/Tzb40BLImztac5dETvMEnc/tYYAN8WjIMjCenw0ZgieENzICMgUMHnVwKZ8/nDyBlwKG4qnM2aBNdqhzHlxmtaGkj7wknBs9mXa/nG+caVKlYqeLEQWi7kwc1zOfzRciGPTekvlbGkiIGvTAVVKIjmAGmbDythXOwL12qHwdmsSXAobip8GDkDNo58XCgmpK8HAomVWinhR2OK4EhCOnxbMA5+awwQEuno4zYdRmjn4G+NAboUtKvzAV3gQhnhXwcJuhuq4eDnflMEO18tajjo8OWtkAr4eNw0fu7jOdh2JEo49/HmVPZAt6/pJnigt44q5cl/ecsBh0zvhpFSQJL2probZREhOt61IsLzeeOF57mIvK9gEeGigcyz/efwmfBpbI7wPE/8h7fnhhGcnxOHm2oYqKRgTE4rasnM76aPgVOpSfekgBC1FFiOhuvyRxPTGJTFdfnnenfY/2y6TYHFaCTljfDvm5wJcCJ5Sqf0G/g8afLWcgmcUfpZe65msF2n3tASt3c+C3YmvjX4jM8Z4TNNPu+IKBb0KlTpVOkrggpVSo6CCoTN/R1x0NcRy0uqHrVH8YePPZI/6J9jKVRfRyyHAAO9kgUQoEqjURBQ6SsqmKimAX8fmISmEPrmwj5OCI2JYK2AV0ikG6g4dGWQsurGIAVtVoJJk+iqgj53NRwnkqfANzkThCEIVcC07wkw3YKypLtReaA15cjlmWFwLjeGp70/jJzBSxepbqSzRYSnUpOcSW+5iHCXnzjo+bkBDjfVeD4nwPk5cfT4s+K9ngyoaEHeez243kdVQCgDUrmAEFf0aULyaTcLCI38z+6s6KOWRgf/MCF5MNQwIdkR/YZSbeIqfUrSz5dnhsHFwigB/lG4v5GAP6rxqSPv6dT77A58xrJBs9SzKXh2AZqdDxt5GP89FYw2A9FGSg5VEtoMQss+6EpJxYH3Peu0pK4Kkp7NmgQXC6Pg8sww6yloOYVPkrr3QsPRdiyaff/EDQfFEORaXWCnFDvUA221iBAVO7jhgIodVRGhDPiVRYRvakNJuYhQ9rtr31mPHn/W8znhOTp1eAC053hgDg6gX7ILqcF9MY8JqUFXSUWaGrz7l37KAsJbbWucScXPgoXSw68y4mFvdD68Q0oPjZQAH0bOgKOJafB9UaRzPX+Xn7H/2eRnyn5YMw0B12/M97Ok36Clh7RokaZAFw10gj/q/V1J0s8nkqfA5dJwwf0sp0/ln8u1C685ncNfpiXC3uh8Xny4xL9ecB8jbH2WJJ+3R5TAgYnZcCYzjqdu21/ryiDfwVCW/r5SBTeaF3HQYQp1SFoDfWFtR6LgzsFQuPNZMLTvG8Yfdz4LZjftR6K4N0+eLJt9ub3VtobdHF2pgltn09gN0Qe+HEL/WB4KZzLj4MDEbNge4UxCPzuwQYDyqERBH/SW0HLYG50PX6Ylcid3+2vO84EOQYRUOknhcxd0aTicSJ7CU9B0EILnxNz+DJLS9L9Q0CeVArrUcMz34xoOM/2M7Hn/KiNeKOi781mwsOWg9EBj4vup/vB9USQcTUyDDyNnGP5MLAV8RysFNPuZeL7pigj/0s90m0N+L6PbHPja4mbFiZfsnhtGkAD01Vqnbx19rZvtHIrdmDeQ+1pVYFb2tbpTQEi1FPsn5MLxKSlwIT/amchc4qNLZHbY/4yakWPR7IvUn7x5uWnLU/3hl5rh8H1RJJzNmiQAMbNiNBlAy/oDs/JBnX8XU5l/8tZDMZP0qeW0LQL3Vd2hdYkP9/BeLIwyVD5g8pnCZ5p6puVUCCmGO3I5eB7gSODQGUFzT9sowRNq9MBV6J62UUIara8jFgY4EjiIRkVHuL1YKIeiaWgKoTEJbaREuVgY5fSPL/Fh8MnMye1OKl3+vezyc56HmAy24CFfEeDeeWhU+Hk0MQ3OZk2C74si4Zea4dDyVH9n+fCfvFk6WEt941C6Ix5o3caBdv5dqQiBC/nRcHxKCuyfkKs799wtIjTyyp9InsK98jfmDXQOe7R0+53Pgp09F1drPQBaO3QAWuEovn1yohNAIyTdoE/oWi0gfH1EdacKCO9lSdnNhX3UJXAWwJ87+gOj8kGd2mSz3enf1V7b60/6K93PByZmC+CPFg/iEBXVG2WaekP2PmPpYIi9UHhfN9JuuILP1sGzrRMPd0C0MYQ20nHQzx3cxBlrm6XzQU9/hJXjooqDDsmwkJAOQg5MzFa6oK8/6e8chKCHnA5CVKoIKanbEQ2M4SBEUYJ5c2Gfv2vJqNk1jooTy0WEdMiE5cN/6ccB9O2TE5WObQ+A9hz34vAAaM/xwBwcQD/fFVqX9oKrlcFwOj2BKyJkVyumBqk39WhimtrVKhUQohKA+2GJEkBVBiiXoj2vlbEJZWFEheHS/7w3UChaPJE8RacZoR5m9FzjzzyRPMVZUPZmV6ZdMNJvUCXAFocAG+nzdJW6xhQoV41scejAn+wbvnkuh92EbnFA2wov7p0+FDcVtkeUwPqgKl4sSUEn3vQsH1wHrw6fDe+Hl8H+CblwOj0BLpeGM/Auw+ertdDcslQHdFRfLlsu5Inrl38dxG5O3uvBbpA2dWPTenxs0ooN3+vB/t5fBwlrTrTkUAWV8N/Q3LIUblyt1UHo5vl+cLk0HE6nJ8D+CbnwfngZvDp8NiwfbPzaPB/AHMXbI0qcKo66QAaDtN8NTUHjv0U3CNni4AMfTP+7SiPTUkBhKLHFoVPeKDUcewPh7ptdhfN/V1QhL8KkBZzUP42DJuH839hNef4rPdDadU7LTd8g5aZ000FVfigrb7CIkLrlleWHmlseoTf6ruVtDpr03hNdAKfTE+BqZTC0Lu0FJ57v6rlhBAKgD1W5BkVP+vOU7LGkVA6KVGDWnQJCCmZ3RRXCgYnZcDJlMlwsjOL+TQEUyYWonVECYKkpgew/VQXBxcIoOJ2eAE3xGbA3Oh+2R5QoPddWk6ey+uDjcdPgUNxUnra9UhEC15/01xej7Q0UwZ8F1YiQfr5U5kyf4u8Un6/m4P2lZjhcKo6Ar7Nj4fiUFDgwMZu7QhF0YtJWhs9pjjqekKNu0CGOqQJ4xqQzBc64oo1pOaMH/h1ciaYwwNcxTgDRQxxTBTcnJtLSFBAak+l4/qGL88DEbDg+JQW+zo6FS8URfAX/9vIeznNQG4LwFL70u7FyHtJBSPveQF3h5/Un/TmY/TItEQ7FTYWPx03TqWDcSeLLfuTtESWwNzofmuIz4HR6guk11ynljapIWHHNnUyZzM8/eePAnSJCGbTjYOtYUipPt19/0t/lYOvwoSrP5wSIANqSIxbh1HqxIA8LCL8vioRvcibAl2mJ97yA0B3/s5yORP/zhfxoIR2pS56q0pEGcMqt5Kkr9cHOAYbqg2t1gfBjeSh8N32M0v2M7l1ViSlNP1P1hsr7rHpv97FHCs5nhM8ieFbAZ3fAc5durh9ugmgZQlMQLes4HrGFgY890uVnDm7gyCoOoxQ0vhdvHVWqdBV/N30McxXXBRqrYHYOcKmCcSeJbzRkUm45SEl8uuVwIT9a6YHGLYeOeqA7W0T4ZVoifJMzAb4viuRFhLTokQ9ezYZMxPHuAdCeo7OHB0B7jgfm4AB62cOGkAiTwdUEkj5vBGYlMEUBtBISPdPPsPRQBnDowd0bnQ+n0xPEZKQE4IQ0poH/+UhCOrwbVi5oRujPxGQkTWPy1CmFfmbuXQ36oee6KT7DUL+BiSssYtOlrtd2VapG8Ofq0q6via7hj8dNg3dCKrhqwijlu2ZYDWwJLYc90QVwInkKfF8UCdfnDmIahG0+InzW0k30RkVIH8tfKtFL9zZbUbyzuju0rfCC1qW94NZiX7i5sA9/3FrsC61Le0HbCi82yV9PWp21lUYZLskpbA6hby4XIfQ2dnN2fe4g+L4oEk4kT4E90QWwJbQc1mh6CFU6HNUk72haCurmpiloTMXj66JUU6zVp5GxgHOBBINlDUdTfAb3I7schjQvEoYhmManWwfypgP6p1FP8W5YORxJSDf0QBtuHRwMFbYOTqcnwN7ofO4/lwcwhqWA6D43GG7dvP2K6aCJvp8h3K8mSW+j4daJZQ97bhiBAOiDs0QtgLwqv9j3vq3KqwoIhVX5BQNY+uw1RSpYc/CagT+dD5mWou3oA3c3dYM7q7vrIDvVjFD37grNVyg7aVXuXXQ+Us2IYfkbVQKQRKZR0ttl8pS+R0uu4Tsv27j+gD5fCjnx+T6vpWzn9jeHzzQdZ7WUCkEFJuXkB/5n+HetlETRVJoZhMatoOe1c3BTcKUwHDiVmsRhJdfAvGzTu7npZ5WFJL4qGSxsHCiUN6oyTLzm3D0XV5DnS13k9PkinL2zujuDHDv6iKWfJt5r3SBEc5DLae/219jWAS0ixHOwo0WEbqt95IEPFi5rapXDB2d5PifA+Tlx5IunjdORxyfAnYOhTGv0ga9T82MCSU+lJkFTfAbsn5ALu8e6X0AoA2jZ/+zKD7ttdIlSfSD7YVuX+MCdl23sM+jt7nr/s4l71wqA1kE/V/oNkjq99VxvuD53EHPvlobroB+mTt8NK1eqsmj6eZqUfo61VenUG1g6KMNnVG/Q5LMKPsupZ0PwbAU4uwWkFSCapKFlCC07oXH4SSE0LSWkKg7cvsEU9DSTFDSqgt4NE13QdBhyuTQcfqkZDtfnDmKuYjmNb6EM0+1z0YrnfWtPFlJ4TRs0LfHRed5VKhgzDzT1vFu9zq0UEe4eWwj7J+RCU3wGnEpNMof7qNv6wBfa9wTAnYOhQsmjvOVw5IunPZ8TnqNThwdAe44H5uAAeslD0PJMP/ihZDQcS0qFj8YUcRiGkJQWd9Fivi/TEnli8O7b3XUpUJzc6wCpBuAuFkYJYBbTyDRxTQsIdW5YhYvZyEd7Z3V3uP6kP1zIj4aDk7K48kOGbwgbqf/5XG6M04G7zQfajkQxz7WZ9kDTAVyrHSZ4rlcb6Ddo4Ry+tkIC1AA03vnvN/VFbCu84NeGITz9jJ5huiJNNQ/PDmQJvI3Ec3whPxqu1QUy6L6pG7TvDxLgM3qv8UH9y6ovkwg18IvGb40B8HP1CLhSEQKXS8PhUnEEf1wuDYcrFSHwc/UI+K0xgH/w8y/3KshEPNTyv4tC6Pb9QayccXkPuFYXCBfyo7kfe+PIx+ElouKgiRlcyaZ+bjwv2lZ46Qo46YBAmcYnxZToI6fno6zhWC37kWuH6bQ3Si3LpTLmQN/mwx3o53JjdH5kOXmN5+M7IRVwcFIW864/6c+AgxXvOnFPU9c7LSKkiWRMXVPQfrEwyjmAkQC/oPeh6f+3u/ONDnxtUXEiF6r+YYBz6PPRmCI4lpQKP5SMhpZn+sGJJQ95bhhBD6CFROY2H0M38pGEdNNksAzD8P23w2VhWMqn+WjbjkSJqWDiRDZ0x5ONDQ79yHO89Vxvl/5nqhkxS53SNOaywfVcB/BuWLm5fkMqH2xrihBAuyv9Bl/jltPP+4YJiXb0DFPAKQ8VXtUK4BYPauDXVnEvET5H2ypgtL1UgBOYjDMDz6pSKqOHqiTKCERjMo1CgdH2Uoi2VQgQurhXI7/nWTyIqaleHT5bByt1A4JlPcXELHWRWzwX5XLI1tNJYkGfVkZopuHAUsjVmhpFtXWgSuO70lNQDzQH7m+yXggchsgbSlbPxVtn0xi8QO86fZ4dKDdVAWi5cFFOeh9JSDd2XW/zETcOPACaH0YA2pUmAlO6txb7QvN8P52j+GTKZMsFZX8PMIWp04uFUU4wpV33Sv+zSnug0G+oSrvpe4Lsf3bLu/tUf532AJPlCPbxdV0fVMUHxc+SXhSz9LMV9Qb1PtP3duvw2TV47tKlq8uHOyDaFYSmnzlmPmiVisNKChrvDV4JnMO7IbaNdp6PmNTVqSKe6t8hHzkORs00HDSN7851Ts/H5vl+fNB0sTBKSOP/IwdNtGj0ZMpknWO7eb4f23TAdLkb17kHQHuOzh4eAO05HpgDbxiPL3oImhcMENKYmNJVARuEUp+Mz+M+2rYXvBmAkwryqKeVepERBp/PGw8HJ2XB++FlgoJApaV4P7wMDk7KgvN5490HYe/1YEoKAoM3mugH5MQpB2Ga/1nlYVaVHra96IArFSE6EKZy/VL9Bhai0RI2+tpSyNravo4lvTFdvsGpWjiVmgR7ogt40tUIrKJ6Y+uoUjgwMRvOZk2Cn6qCGPzeoD3n00nM7a1pN5RJ458boOVCnhNQbe3JnZUIqGj5xOn0BDiRPAWOJaXCkYR0aIrPgCMJ6XAsKRVOJE+B0+kJQtkLLXy6u16DTdoXwpYLeWwSr0hmcx3HlSr2Ou0cwF6nxb7wU1UQnM2aBAcmZsPWUaVcxWEE6jEFvSe6AE6lJjk3ADaQlO7VWuE1un13vVhGSEo4afGnrOFQucFxOHGlIsQ5hJFKAZX+aeKBlgc/eK2rNDQbRz4uQO+2FV5CKaDVwY/RtY6QwOW1LvmudQWn+Nr+yRvaXvDm3vVPxufxYZNqoIbXurB1sGAAHF/kAdAAFECXWYZEZ7Mm3XdIdCYzzhCE4XtCRwoIdSlvBH7o3SXP8VhSqiX/sxHwo5oRo8Tp+bzxPHGqSmMKcFMqH3TLMSzBTTpQOJcbAyeSpwjqA3TvLtVKB+v6PgHlPk9AXg/mfMbkM4XPFEzIqTgZTCBcdgKKPqQUylcoiKKpNNnTScEAptMoGKAQGpPQGY46yOvRAOU+zk2Jpf5OHzRVwZxInsISswRYykMCdx3dQhmhPCRQaDh+LA+F83njDRP5RnoKeSDiygN9LCkVzmZNEgc/K7z4c5XTwR0uIpSGW3Twg0nv+znc0j1Hk+HW4YNlns8JEAE0LygjnuLW00lOMLXLj2/D8dX853rrkpFnMuPgRPIUOBQ3VSjJ2xw6i6/mvxL4j1/NR/0O9+5ucbDhk4VkpCvvrg74WUmcyvoNCfhRsP/J+DyuPNgUXMmHikv86+GP2ueXkfuZpp9RvaEaMKJOCYeLRs5nCp+tgmcr0NktGG0EohUQmn7WUB80hdB04IkqDqMUNHVBP6GloPF96tXhs2FTcCVXwmAin4JSOhBRajhcJPLdGYiYeqDppsMOpgrkPnJN6/WPVu28EuhU7WwOnSWUPB6KmwonkqfAmcw43abDred6O1U7uJW7y48DaFREcr+2VjTqAdCeo7OHB0B7jgfm4AD66Ye5JkIu7ZJX1v/4+0bzNDIBYfilA+Gfu6lIBESGqUgDGOyqgBA911T5YVTAtnPMdDg+JQV+KBnNnLtvdoX2PQGu/c/kZ6JmhCbLVZoFw9JDk5Qr6jc49N7GipAw6X04LhO2R5TA6yOqdVCVqiVWDa0V1BI/lIxmuoU13dj/5qFR7EZFGyzgcxZcy1j4d2gUWwPcxL4k31zYh6e0zuXGwKnUJJ5o2T22ED6MnAHbRpfA1lGl8H54GWwdVQrbRpfAh5EzYPdY50T6VGoSnMuN4WnAmwv7MBizqRtbRT80ihcjym5qfk40L4LmS2Xs37iNuR2bFwyAH0pGC6oSWhJJVSV4brw+ohq2R7ASTp4MXtWdp+Nbvpuh03Co0vFWSgFlPQsmdS8VRxiWAiqT13sC4O6brADxh5LRcHxKCuwcM91lEef6oCruR7ZSRGgVei8hA66ObDso31/I4Ef1/vJHhVJILlVFvcnxpz0KDgARQAtuZASWWIpGyvnOZMZxVYOsprhXa/JnsyaJa/KoAvjAl3laj0/oXAHhkSgGwjQVAH5xwkTwVxnxLkGYVf/zioA69527RL/hyomvGxQS4Hf7+ATR563w7n6VES+4rt8KqeBgEzc2UL2R6VUPibYart2Q4bPsAzWGEk7gjB5OAVIQP6cTCug9nTIcoCvSMoRGHUeirQYyveq5igM3QnBQ8Jb0e/oqI179e6LeYApmyUDE6PdkmMhXFH+6cpIbXXfueqCPJKTDVxnxgvrm9vIeXH3TvjdQ3DzoSBEhno8f+HL1DdX7yMWf90Lvg4MfVKucyYwTyxZx4E22DtB17QHQ7MDPic+PLbC+mr+pm1BOdn3uIPi5eoRSEyG7YddbcMP+PcvJXCkPOuN/FpQHroodqXPXRL+B5YN7ogtgR0QxbAllGxN0YIUqOkw/5/dodJl+RrWSde9zx+BzZ8CzSxDdAQht5oNWqZ9UKej8Ho08BY1qRDqgfkNL5e+IKObn5LGkVHMNB3WSuyrM64wSRjonzZQw/4iyUSPX+3oLrvfLpeHM9T53kFg2ahHsN99cDp8fW+D5nPAcnTo8ANpzPDAHB9B/7Aq/NQboEoqLpBV5LO3ChOKBidlwPm88/NYYYD2haOKilXUYMgRDLyyuyN/doMHgM8ncOe1OGdo6BQSjxWRy2lSnGbEI+y7kR8OhuKmwdVSpsvSQFs1tCq6E3WMVBWwG+g1MXfPnuakb1w98lREPn4zPg82hswSgSpO1tFxvR0QxHI7LhPN54xn0e8GbfdHdN4y9xqTkUZUsvnUmmX1B/sAX7q5nX46vzx0El2eG6daD3w8v4w3Ha4fVwKqhtfDSkDn8sWpoLb85eEu7OZDX0i/PDIPrcwcxILpeK0j8LJj9Ww2S2nhe3DqTzF6vzXZoe8EbrtUFwvm88XA4LpP7mFVljRTYbw6dBZ+Mz4OvMuKdGppNzrI8mkZ2peE4mTIZdo8thE3BlbqCSrkUcOuoUjgUNxUu5EdbHorIegqjVD4tBaQ/053yT+5kPpPMroMNXQXFj+x7p9cB1X4Yutctbljge9qBidn8PU1Vqoq6HZq6/q0xAI7/0VNCCEAA9GczxMQs8bSq4CwmMd8PL+NeyectAGgrRWH4HnClIgSuzx0kFoXJYFbz7naogPCvg3Sw72plMHxbMA6+TEu0nPI2c+4i7JPTpgjZseROAGF/8tYnazXPtVmyln9h1NQO+Dxpml3WqWD6maod1gdV8XI7VGaV9HoCcr0bYLK9FmJtVdz5rILP5i5QXz2UkMqodA8JSlMYbeTqVEFodELH2qpgsr0Wcr0boKSXUxGEZZHrg6oEVYoqBc11UZiapQV95HdlllTnvys5qa6Vt9HBD6byKZzFVD4ORdzxQBulg79MS4RvC8bB1cpg/VBEgrOWiwiJj1wA7bTgdO4guFIRwu8lOlNwigAaC043agWTuHlgBtkF9dfFQjj82QzP5wRYANByUd57PfiA4fbyHgxAP+kPP1UFwQ8lo+F83ngOSqmnmN47dhZKIYCmUGqNdN9JoRTCvvN544UCQtzK42lTVQEhLX3rjP/ZnbTpsp4c9v1UFaTUb6DWBKE+brU87dfIt1HLtfRzrov0MxYPWldvuA+fjUHyQ248LIBoNyC0FRWHXEioSkHnainoch/nViDeI+B90Dva+/GuKLWG46eqID4Uub2sp1up/E55oOVSTLmIEFP52jYsLSKUr3U6bKLXOh02dfRal4dN9Fqnfm35Wv+pKohf63zbgV7rqoJHD4D2HPfw8ABoz/HAHHjD+MU8G1cBoKdY5WhFQKRKC6pSuu46WlU6DLOSMAr7lBDs5wa4dSbZWXr4VH+4VBwBRxPT4MPIGabu21cC58Dm0FmwL+YxOJs1CX6pGW6oHqBJZCH5qSVcjVLe+CEpJz+Fn6lQm1D9Br623K29zlm0iKnrDQSmGqWfN4fOgr3R+dw7fXNhHwY6dg5gipNLZULydIIJKQAAIABJREFUWnArU/i8tSe0r2Nqi2u1w+BiYRScSk2CT2Nz+JdFmlbCNXV0eTX2E51d1IH2+ohqDqE+jc2BU6lJcLEwCq7VDoNbi33Zzf/WniKEllzVmNBtvlTGFBE7B8Dd9WxQgD7mvdH5OmhPU9AI7TeQNDIv6FtHXMXaOWmo4dBUEb/UDIezWZNgX8xjls8RTAdTPzLdBJAHFLKKhv7MzaGzlEWE1IX+YeQMOJqYxkoBn+rPSwFvnUnmpYCGw59N+uGPXHIqaz865ZjX0uWqrQ76HOXUNfq1UX3zxTyb54YRCIDeX8hAGJaK7hzASqTWdeVeP5rEpLoG2Y2MagojAI1qiuWD2Ur0BgPgp4RgOwc4S0pdKA9cwr5dfiIEM9AdIGQ3S3mr/M805e2ub1eXNu2M53rnAMNyO0w/I2jfFFwJa4bVwLLB9XyjoNznCcjv0QgZjjqIs82GsbZZEGYvguGOXPD3SjWEz1ZWsfUlVOqHma9TTkOrILS/VyoMd+RCmL0IxtpmQZym4sjv0chVHH/UegDWkELCPdEFPAVtWBa5c8C98yOb6CmMvORyOtiVB1ou/6RwVtbCCMMfCc6aDUUMlTD0/UUx/FENRDYEVcFqDUDT9xcVgKbvL7LrGrUqdPOAe73XaRBHen85vL/Q8zkBEoBuWeocKmipSCWU2tjNFJQapSLpWr4KQHd0LR9TkRs00Cev5R+fkuJcy5fTplhM5kYBIdUdGME+6n/GzyhD3y5qTbDwbWkvXuyI6jv07RrpN3CwuEALXzzuy4aL+T0aIUtKPxsVy1rbcvEVt1pU8Pmeg+fOgGgRQtPNG6vbNqoCXJqCztJS0CW92OveqL1X4eDTTMOBhXlXKkKchXlLe4nFmFjirvIVa+/VrjzQCKB5iaybRYRtLzp0qXzU7RyfkqLT7bwTUsF1O2bbDlZ0OzKAprodV9sOSrC/0WDYRJPl15+B5palHgDtOTp9eAC053hgDg6g59pdAimEs88ObOA6DOpLbX+tK9zd5cf9twgrOYC+NleZRj6RPMUlkFKVHrqtAdCA1MXCKA6k0IlMoRtNRNICwt8aA5hiQUp56wrfMIWpqTB+bRgCX6Ylwp7oAngrpELwP8tJ07XDaoR0q8pzrdJv3LhS5YSLxCuMyc+1w2qE1LWsk8D0c1N8BlzIj2bP9WUb804fDOXATwVyb/zcwLQbCJ/XMpj7U1UQnMuNgaOJafDxuGnwbhgDzyu1gj9Mnc96lN3cTn+ErffhY/oj7CZs1qPO1+jZgawI6vUR1fBuWDl8PG4ab6z/qSoIbi7swyAUQuizaQwoKcA5H4gcDGXP82Ub/NYYABfyo6EpPoOnoFXaEvr7wk0A2dfd1hTBBzGyhsOoGBNT8vT3RQcjmMx/S/NPf5mWyIoxUf1h5bz8gDlkf2sMUBYRIvSm1/srgXP4wOliYZRz4OSm/kZVCuhq4HQieYo6da0lvfE9hl/vp5PYF7/Xugpee9R+0Ovd1cDpi7l2zw0jSAD6Qh4DRJIKoHVpL1062AgQqdzIckKRAqI12urp++FlsCuKQbCTKZPhfN54JyAySSjiFyuVa1MJwfA5IgRD3+5zvbkGQIZgViA7BSAqyL5x5OM6//OF/GiW8tZAH0/dUK2DBc2IkX7DyCuMz/N83ng4mTIZDkzMhp1jpvMB4sohc/hw7nFNvZHj3QDJ9jkQbavgqbjBXhk8EWcEn10n4aQ0nOHDYTmpJkNoTKgN9srg6bRoWwUk2+dAjncDFPVshMd9nUM5/BzaEsqGIgcmZvNzUtDCGPm6O6DhEPQUO/rw9CgORq5UhMCF/GidB3qjdl7KcNbVeWlWRHguN8b5PJ/r7XyeFM7i9oGL4Q/fPlANf+iGhTbgwnPy4KQs2BXFhj9vkA0LletaNeB61mTAJae8W5f20qlv8Dl6ADQ7dADaSBUhreWrivK+L4oUkrrueGHNiskogO5IMdmJ5Cm6YrIb8waya/1lm7PwzQz0daCAUPDtGoG+nQN0/udbi33hxryBvNiRgj5MleNr+gYZoOIWgVw+mOGog8n2Wphoq4axtlkQbi/Wlcuq0s8u1RvCoNEqfO4MeHYNoo0gNB10ulJxqFLQtPw23F4MY22zYKKtGibba3n3AC0jxG0wHAhiUTFqOFAXQX3F9LzUeaBpWlcejHTUS+6qiHCbj7OI8GWb7rxEL/mJ5CkdKhy1AqCxcNRd3/u53Bj4vihSXfAo6XYM1SYeAO057sHhAdCe44E58Ibx2BMO+KkqiOsw3tJ0GEbr6lSHcak4Qq/D0BKRCIdoGlm1ko9uZFcr+Vh6qEsGfzeDJ4OVRWhS6SGCWTMYTFPeRtANU59m6dafq0coXbsq/7PudSVJ09bTSULSVE63cv3GEh+uV0DojWoTVaKWFuph+lko1PtbvA6k0pRry4U89nw/YAnkmwv7wNXKYPg6OxYOxU2Fj8YUwabgSnglcA4HnOgKxXW+yfZaSLDNhom2av5IsM2GyfZavpaGLk48B18JZEOJj8YUwaG4qfB1dixcrQxmEHqdpuM4NIp9CZbUIRTct/4tXihuxBS0XNwov3Z4XlIYfKUiBFqX+PBkviolj9cCL4wkyXwzPQUdGFA3uVEBqO5nuhjGqHQ0FHpT5Q4tBTQqAL3RvAhavpuhS3rLpYBmyh1MlyuVOxbfY+TX1UgrhL9L1H78VBUEx55weG4YgQDo/5tvaUUeIZhqRR63HqyuyNMUJsLZQ3FTOZzlaooXvA0drVY0ADrQd3KiE/S96dRSoMv+6+xYOJaU6pYGwChpipBdVh0oU5iqlLcL0Cd4rol+o/V0kqnL+1JxhK7wTZV+LtOKB9O09DN6n4c4poKf12To64jlaTiX8NmN8il3vJ1mEBpTan0dseDnNRmGOKZyH3ScbTakaVCgzCAFLRdjKpUp5LxsPZ0kaDiM/MguByMkHSxvH8hqGDP9jSqZb6a/OZaUCl9nx4pdDJjMx8HIyYm6wUiH9Dd4Xr7gzc9LfH85FDdVgOxWHfP0OS4bXK98jsLwx4Xi5/D/zfd8ToABgL5SxX6nZ9NEL+yOPk4ATZK6cjHZqdQkrorYPbYQtkeUwLth5bBx5OPw6vDZsIoA6GctAGgVkHp2YAMH0KuG1nIAvSW0XFAdNMVnCElTufDtziqiOvjAt9MFhIZJU6NUOfU/K7zaqDrAVPmnsTmwe6wT8q0nQ2KVfgPLB7FcNtJWBmH2Ij5odM/x7wI+k/f8+wuezUG00WeLCkK70zmAg84wexHvHUjQPmtyDDQcOCxbr5XmbRtdArvHFsKnsTk8rSuoYWRfscIDrUzrupHMt1xE+IGvUw2zqruuGJMm85viMwQ1DLrJ12nXOwLozlzvCKBXDa2FV4fPho0a1N8ewV5TVJucSk1SFo5ispwD6B19BN/7rbNp7DW9UuUB0J7jnh0eAO05HpgDbxiP1vcw1WFU93Z+EC4e1MAB2InkKXC5NJwByze7Cp5iCoeM0onfF0Xy8rVXh8+GpQoA5rKU7EgUNF8q46APPxibW5ZC86Uy01IylfKDlgGaagdMXLvt+4OYZkSDwTSBudRf9D9T7cDGkY/D7rGFcCo1CX4sD3XCzP1BOue0/DPl1xU1I0Yp3j8MYF4xBO2H4qbC+bzx8GvDEJ7i5QBX9XM1wNh2LJrd+K5n2o2fqoLg6+xYODgpC7ZHlHD9x4LfN0J1bwaes7zquScUHXIh9kIY6SiAEY48GOkogBB7oeBIm2yvhSytFKq6tzMpuyGoCrZHlMDBSVnwdXYs/FQVxNKy65kSpu1YNB9QqF47DtC19PivDUPgfN54OBQ3lYPZpf5OGKxKj+N5wjUc2jaAq99Z+/4gPjT4sTwUTqUmwe6xhbBx5OPKc3Nef/Y7oxsIHHq/3V15ngjuaRMdjVH5IZ6b9+P6Q9WIPADC54hlnPLrqtqy4N5p9Gu/yQYKl0vD4UTyFD4AWjyogX+xqnah/Tha38NzwwgigDZKYd5a7CvoKU6mTO50SRh6aNcS3cHH46ZxOPttwTi4VjuMFUCt8BJ9u26oKQyTppgMJmD2Wu0wnWt3R0SxpecoA2jq2l07rAY2h86CHRHF8Mn4PA4zhSK0F7ydKW/qfyYw0wiy800kAjPNSu1okh2Tpn8On8l9wnL6Gd/TY2yVXL2BQOJRexSHEW7DZwvFU8Yg2hqERkjwqD2KAwJUccTYKoXPHpqCRhc0qhsOTsoy9yOr3OTNi1z+zuShAfVAt78mwlksAD2SkA6fjM/j5+ZazZWLbnIrRYRyAeiOiGKdm/xa7TARtGtJb3cKQA1VI8RL3rbCC1qe6QfXaofBtwXjOGT/eNw0roWhz7GzJaeYZkfNiFByKm0feAA0OziAPvpvIoCmQOrQKL2r+GUbA1IKVcSp1CQOpBBAbwllAPofCaRQdSAAKdm1KwMpBNAakMJrwm3XLn1NZahP/c/LewhlbxTqN8VnwL6Yx7jm4C2trBQ/v7D7pLq3sX4Dywdp+rmvI7ZD6Wej9/2OweffmTzuBYQ2/lxxlYLu64gVUtCqMkKq4aju7ezqwfeqVzUvP+ph9sU8Bk3xGQIspeWY3Fds5dzsgJucq2Hk693k3JQHTt9NH/MPHTht1AZO9HrH11SpNlni4+x4oG7tQ6P0AycE0Ef/zfM54Tk6dXgAtOd4YA68YTxS21MoQtso6TCqiRN2iX89B6VYlCeAUuJjlv2sVhKY1Mes0mHIpYemCUxFGvlMZhwvPUQwW9dXVADQlClXADzXW1e8hl+olAVzWgHhDyWjebHj2mE1HIDRIkCqADBLeZumaTXlh1wmiT+T6jdo6eFGojrgSdP1Gugj6WeqdKADhfa9gXB3Uze4vawnXKsdBudyY+BQ3FTYHlHCk7xz+7MUBRZUxdgqlcUl/R1x/KEq7EAYkOvdAOU+7HzEtOz2CAbRz+XGwLXaYUzRsomVN8rAUngeeF7u8mNgVkvmoxoGYTAm5amGY/GgBq7hoOV1qMRwlVo3SgfLChxagCj/zB9KRjuLCBVFlVyJIRdyPtebK3DkdL7qesBSwDOZcaapa7MNBFoKKGs/ZkvvMS43EIw8899k6sA+fV+j7zHVkvZDfl87UtvTc8MIzs+Jpn05ejir0DagnoICMISzS7XVSbkIDX//VorQqG8XE5htLzpEN/KxaAagJdWBDKB5MlilptBcuwj55JJFmgx+R/sCj2VvqudoVkD46vDZLlOmbS86OgzZeZrWlX4DNSOaTxjL3j6MnAHvhFTA2mE1PCFH3c+Yfo6ylcNIR4Gg3kAYgSVU5vDZHfenm2vTCgiNpVEICaiKY6SjAKJs5TwFTV3QmEhbO6wG3gmpgA8jZwjlmJdLw/V6CgMNh1lq3RKcfdHhMp1Pz00rRYQLpXPznZAKIektl/Tx4Qi5/lSqESvX362zacL1d/dN8TmqvORmBaAqAE2fowzZPxmfp9eMKHQqCKCb9uV4PidABNDuJCLbXnToEpEXC6OERGRHV/LdBdBmK/lHE9NMV/Lb13RzayW/QwWEFPKdSda/pqg5WKWGfCr/85/DZ3Kgj9fPHwaw8IMr/Qa9h+/viOOqpU6lnzsEn82gc0dgtGsI3ZEUdB9HDB9y0u82ZhqOei0wRO+HNmpaJDMPtDAcWdXdqYeR0/lnknWwtMPnpgXlTvuabqbKHUznu1LuuAOgO6LcoRsPFwujdBsP/H7M4saDB0B7js4eHgDtOR6YgwPoml66pCCFUdVSOlFZEKb5mDGBSQG0AKN29IH2Nd3g+txBcCE/moPSNQo4S4EbupG/LRgH1+cOUpYeuuugdZVGxud4pSJEKEGTU8E6GCw5aF0VEC4a2ACrh9a67ZzmxWvHJ8DdLQ64vbwH/Fw9Ar7KiBdApvwzMcG1WlF6eHt5D7i7xSH8Lk2Tw1uZC+v63EFwsTAKjiam8eLDZYPr4Yl+LEGR6VXP17NHOPJ0xVQ9baPgEVsY9OgeDI/YwqCnbZSuIGqEI4+vRWd61UNJL/b6LRtczwsBjyamwcXCKLg+dxB7/bb2NE9ya2nkO58F89dQLgVcTcoIVQoTHBx8lREPP1eP4K/h7eMTlADfipMZf6arIkKlg12C3rrrQSsBRVXLx+OmuUxdd8jBLpUCXp87CL4tGCe4ro2u+TUEsl/Ij2bX/Jpugg8dCyY5gKa/y812ZdEp3bKoNhs6lYbDkZpenhtGkAA0BZfbfBi4VBShHZ+SYghnZQCGOhQzOCsDMEwHC+V8G7sxAKaAfDRtZgrAFJCPFvOZaQ6MAJgK8mECkwIwVcmi0rNrADJd+Z9bWlc6QaamOWjfE8DWcknKVE7S7oku4JqDVUNruaqnujeDEzlksDjaXgpDHdkw0CuZp+Fk9YYKQnQeQFgEBhIskFUcmFIb6JUMQx3ZMNpeygefOd4MClT3dqq6VhF3957oAn1ynabz3+vBBgeaHgYHB5Z+b1YHBwo/OfYv0AGQKp0vX39GAyClHgYLF1XDEQsA2vA5Kt5j6Ll5v95j6CDB1XuMB0CzwxRAE1h696+DBFiKruLm+X73xAn7jyola1/b1bSUrPlSmaA56GjK1EoBoQD1XfifUXGwhihsaEcL1eUl2mogxlYJUbZyvuniqnywe1d/8r7vIv1sOHi8l+DZKog2G2yap6C7PTyQDzddlRGG2YsgylYOMbZKSLTVCNpB2oGDSjLsxNgS6toDTWGppSLCzqbzr9YyP7lJ6ShuWv0jS0c743xvnu/H3doU6t/96yA11PcAaM9xjw4PgPYcD8zBbxirfeCHktFwfEqK0seMABr1FLIrlUPLg6ECjJIBtFXgpvIxb48ogab4DAbc5vuxLztkHR+VH0Lik2gObi325WlILD00ct7KPlgOFUnik6aRlcCNQHZMXFPnLX44dtQ5fee/3+RJ2ramCKHYEZ+jDBVl/car5GdysK+AfK5SwzcX9oHLM8PgVGoSB33PB9TB3P4MPmc46iDWVgVh9iIY4pgKAxwJwlo2piS6d/XnDzk98Kg9CgY4EmCIYyqE2Ysg1lYFGY46KOnFbiyeJwqFU6lJcHlmGEsGu0hzGw1Hvi0Yx9P5rxpoOOiwYlcUS87Swry2pgieXKfFkR1xMtO0PDrR90bni3BWMZARUtdkI4AOK2Tvu8qJ/gZ5jj+Wh7LnSPUwZCOAKzGodmddV2ie7wffTR8DTfEZsD1C7Z12dyCDAFqA7AdD+TBBdtvj+xoF0LJ3+viUFPihZDR8Xu3juWEEAwBN0olGfmSEQ51JJ76klb29E1LB04lHE9M45BPSiZv06cQOKQAkB62RmuJQ3FT4eNw02DqqlCsAjBy0Rp5d6qB9P7yMFxDKCgBeQPh2d7c8uzrIrip62+LQQXZZvyGXyDb2Y3Bi2iONkKF5QcfaZkGIvZCnn30d46CnbRR/j6cQwj343DGHp2sI7YQF+FnT0zYKfB3jeAo6xF4IY22zIME2GzIcdTDtEQYFUA9GS3FlDYcOzm5xqAsyDeCsJT/5292FIkKqwMEiwvfDy1w62I385Ohg3xRcCVtHlcLH46bBobipxqoRycF+TxQ4m8QtCwTQRxPT+JbFOyEV8PqIatMNBCtbFgigTT3XUsrbA6DZoQLQVkrJ2lZ4KcvyEEAfipsKn4zP47qId0IqYENQFawdVgMvDZkDywez91wZQKtgVB2BUSoAvWZYDawPqoK3QioEAH1wUhYcS0oVPLs/VQXB9Sf94ebCPs5r3ErRGwHQHfHsKgsId/mJBYTkNf2lZjhcLg2HC/nR8FVGPBxLSoUDE7Ph43HTYHuE3v/8LPkeVubD3uOzvOoh5R7pN9xPP99P+NwBCG2agu68hiNF03BMe6QRynyc98W0NBU90NsjmJbswMRsOJaUCl9lxMOF/Gi4XBoOv9QMdxYRrvASz89dfurzswN+cgFAWyzIvL28B/OTP+kPP1UFCX7yY0mpfECCAPqtkApYH1QFazTNkgygrV7zCKAXD2Kv5Uua/mxDUBW8Q7Qmn4zPg0NxUzmAVpY7onbKYumoB0B7js4eHgDtOR6Yg98wVvoqfbByUvAPA5zr+IaqCG0dXwDQkg/2zss2uFYXCN/kTLDkg319RDXsiCjmnl2dj5kkPmlBnsoHi5Cd+mApgKY6DEwGX6sdpnfeSmBWgOzbmB/q14Yh8E3OBKVX26VzWi5d07QKeANw++56IdXa/hrz+lKvtuz1peD0+YA6eGPk40Li8+bCPsqfqUzSHgxl+ogVXvx3+WlsDrwbVg6vBM6BBb9n68qZXvUQa6uCEHsh+HulQl9HLIcSYiKuD09H4P9NE2oIB/o6YsHfKxVC7IUQa6uCTK96KPdhNxavBM6Bd8PK4dPYHPgmZwJzFa/wYuemNBxR+ZGxvO7mwj7CRsAbmpJGBfLxd0d9xS1P9Yf217oK6WAcVvz3/9us/JlYmGfVyYyw/ZucCfBrwxD25Xibj2Favvnmcr2TuXYYT3rL2g+qxEDvO8JZpfedFD3SjQDZO41+cjw/rXjf8Xd552Wb0jvNAbRCuyMXHy4fXKcbrM3rr74GP6/09dwwAgHQe7Oc6eC9gYICoOWZfjoA7Sod3FE/K3XQGvpZO1mCJnh213SD1qW9dCWLFPBt1BJkroreMH23QGtjxy+UG4KqTAFf69JenSog5M9R5X+mRZIEYmKKVtZv0PLBXO8GSLHPgVhbFd9uUaWfZfWGEXy+d2VTEjhQQGhZxaFKQePWTaytClLscyDXWywjlDUcmF6XhwdGBXY3rtYK7m5DdYqLIsLWpb1MByQbCGBaNLABFvzemRozA9BYkLlx5OPCgERX0re0F3uOxE9+z0pAJc+87GDviGfeVcpbBtAtz/QTFTh7A3nKu2lvludzAjoAoDGtu8ILbj3XW4ClNK17vwH04kEMQL8kAej3w8vgozFFsDc6nydMEfApi96sAD4CoGnRmwz4LAFok4Rp2wvecOu53oYFhFjyhq+nfO3I/udMzf+M+o3R9lIY6SgQAHQfR4wyWGLZ+e9W+vlewmczCN2xFLSRhuNRexTXPCGAHukogNH2Uq7hSLbPgUyFB1q+J0JgiiWZRkWEt57rzc5Ps4S+mwAa7yt0BZlGAFoekCgKMnFAggn9vdH58NGYIng/vEwA0C9pAHrxoPsPoIVUOYX6z/VmUN9KqtwDoD3HPTo8ANpzPDAHBwsVvU0LAWVXqg7OrvBiJW4k8YkAurV9nZjUfa8Hg5Yu4JecTPwwcgYcS0p1Om8RlCqct1YBn5nigILMXxuGuNRhcMiueI4UYi4gAJqW2emc01qKljunVfoIAtlp4tpMcaBK0Rom2TWvL/5MQTPy10Ec1tL0PL6u1b0ZnIizzYYwexH4e6VCH0cMPGILk9Jweh+c0aq0vVsgPGILgz6OGPD3SoUwexHE2WZDrjf7eYsGNsDrI6qFFCueK3f/OkjQUwggv3mRaXLWKL2uUsTQRDKFs0r1B3Uya+l1lQZHPl/o8EB1DSKcdaX9wAEJDg7MFDFWByRKJzoB+z+UjIZjSam8IFOG7KZDoHvwPqNy2xsVHzZV9PbcMIIBgJYctFgQRuGQqiBMBWddAej1QVWwJbSce3YpHLIC+IzgLP2Cz4veFOlgo4TpgYnZvJzvjZGPw2qtEMsK4EMA/TxZqbWkODBK0boAfBxiqhKmROOAGpWvs2N5wnR7BPsdrh5ayzdBaKFsoq0Gom0VEG4vhuGOXPDzmszdz/r0s/P9XgUfOg4djOGBEhoYfL7goLOPIwb8vCbDcEcuhNuLIdpWAYm2GqEIFzeJVg+thU3BlbA9ooQn9L/OjhX1DQb+4BtXqkzPT10RoYX0ukoR8wYZkOD5aWVA8rzmxX1Dc47uiiqEAxOzjRP6Ls5Po2tQhuxmAxLZc/1h5AzYEloO64Oq3C46XTyoQVl0qitalAE00Yx4ADQ7+OfE50+w3+XPDRxAt55OcgLoXX4igCawlKZ1KYCmMOodCUYhgHYXRlEATWHUeg1GUQBNYRRNmAqAj8KoXX6mMKpDgE97TdGxKwBo2bErJUxRcSAXECLck/U19X1ZwazK/4zF4bL/ueP6DXfTz/cDPrsJoV30C1jRcMge6ChbudID/bjmgZaVQTgkkYsIqSJGSOjLjnJJEYNlxjeaF3VuQKIaOt2ja14eOt2La37NfbjmW08nOa957TVt+vwJz+eE5+jU4QHQnuOBOfgN46y+wmr8q9JqvAygMZn4dXYsS5nK6eAOJBPl9X+auJbdrKpCQIRffP2fgFLqYz6SkM6foxFso/7Z83nj4fqT/uzL1Y4+1hQHEsQ0gm2qRKvKqy3DYA74iHMaU+VfZ8eaOqfR/0yLHc/lxuhTtFLKu/3/2ySmaEnK+1xuDHwamwNbQsth5ZA58EQ/Bicm22sh0lYGQxxToa8jlsNnTEP87l991A3YUroAV9u6PvR7DqH7OmJhiGMqRNrKYLK9Fop6MuCzcsgc2BLKhge650XS64LKBJ+XlF6nihgszFN5oGlaF6+JOy/bBCczTZIL0NvEV2yWmMehjG54YEURs6MP3FndHa4/6S8UVtJSQPk5vqppcI4kpIveaQnsIwATSgFp8aHCNS8D6KfJgKQzmxZtLzp014QRgF6iAWiq+mma1ddzwwgSgJbdwdoKdctT/QV3MAJoK3oKCqCN9BS0oI/6WYX05WY7B9BW0sE6+IWAjyZMtzgMSxapY9coYWpFcYAJU0slb1rCFBUHqoSpWYpWV7K4tScvecMhAv4OseTt/fAy2KDBPXx/qPRV6zeGOKZCf0eczv1smn52CZ87AxDUEFqVgpZd0P0dcTDEMVWp4aj0dd4vvBI4BzZoChUsyURFjAAv3yTpWervtppeJwl9roj5k7elksyNkuPVlSJGldA3dZSjBmeLQ0zoawDa8jVIU94IoDfbhS0EuSB72ptCAAAgAElEQVQTixZdaUaMALRKM0I1P7/UDIeWp/o7V64ll7cHQLNDANCYhqQA2mIakuoi/ielIU8kTxEcuzrFgRtpSHcUB3LClJa83Tk0ir2P7+jDSx3vrO4uOHax5O2bnAmWCghxw6XS1+l/ztD8z7G2KqX/ua8jliuXrOo3OpZ+vp/w2fwzxHoK2lzD4esYB30dsUoPdKytChJtNZBBPNCVvs6NGytFhN/kTBBLMjVH+Z3V3Z2leTv6QPveQLhzaJRYkmmQ0HdLEWN164EqYoij/O+h3enI1sPl0nC3th4EAH39GQ+A9hydPjwA2nM8MAfeMB6e2U/pn0XYVi3BUl06WAaXRgCaJExl/+xKDUBT2EbTnh3yz6JjV/PPys/RSDcglx668jEbAUUseZNT5SrYJjunBdhm4hFG53TbC97Ca6pK7WKpHHVON8VnwMXCKKdX28Q5jSVv7fuDWJHdEh+4UhECp1KTYOeY6fD6iGp4dmADVPo+AVle9RBjq4QRjjwY4EiAnrZRBD77kgSc/uZTdZOHsAAhdE/bKBjgSIARjjyIsVVCllc9VPoyWPr6iGrYOWY6nEpNYgWSS7QbHzxfrj9j7mQm50tTfIbOyYw3OUZpcv77Qyezib+bDmVcOZlpKSCmdYWSTJOBhZF32qwUkCaSZUe50fniroedAmEcyjzt1wgrjTzsmNA3A9AKDQ6mvCnUrybXvcrDfnhmP88NI5DV6j0ZOj+yEYA+kpAOu8cW8vK6jgDo5YPrYBWBXx+NKYJPY3MEAG2qp7hY6B6AvlqrB9Cb7bp0MMKvT2Nz4KMxRRxAryIOzY44dlWOa0P4RUve3HDs8pJFeYhAACYmaA/FTYXdY0X/M36elPuw1ewUbS070lYGIx0FMNgrA/o6YsHHHgk9ugfzFJwMIIzVG/cCOJhAaJpck4ABptV6dA8GH3sk9HXEwmCvDBjpKIBIWxlMtFVDin0O5Pdgeil8b6Qe6N1jC+FQ3FSeYKcDBB28xN+fu45yuoXgYgiEjuSOOsqtXINCyvs+XYNUM9LRa9AVgMYyyd1jC/VlktI1SIdAn+/J8HxOgAGA7uA6/vm88dxXjAD6w8gZOgB9L32wrwQ6AfTm0FkCgKaFZC59sBYKyTrj2G35bgbcOpvmBNB7AkQAvUoD0E/1h18bhsCVihD4bvoY+Do7Fk6mTObp0g8jZ8C7YeW6z+cFv1cXECbYZkOMrRIibWUQYi/UAWiV/9m1fuN/Uvr53qagqYZD5YGmADrEXgiRtjKIsVVCgm22sohwgeL96t0wthmGid2TKZPh6+xY+G76GLhSEQK/NgyBlqf6MwC9SgLQewI4gL51Nk0HoDvqKLdUPOrC+45DEgTQm0NncQD9SuD9876/H17GX0/0vn+VEa/TmnREu+MB0J6js4cHQHuOB+agANoMRFEAvXLInM6Vg222w+1lPeGnqiA4nZ4Ae6ILYFNwJawcMkeX9kQAvXHk47B7bKEpUKQAuqV1pRO2/aWfIWxTAWhTOEsSrRQocqUCgW2tS3w4bHNVKtcR53RL60pBqSAnaM0KCFVaE0GpQLQmgqpCcvpiqvxwXCa8H14GrwTOgXn9G3n6OdxeDP5eqfCoPQq8uwdBt4cHwkO/66ODz+obThkaIITuA90eHgje3YPgUXsU+HulQri9mKeg5/Vnr+f74WVwOC6Tp3VlZ7jSyUx0ES3P9DPVRVCfNhYR6hLs5JpQlh+64WTGc0YeIOBQpnWJjziUkVzXwlYAKQVUQXYVgDYcyvylHwfQ+Bw5gDYZWOwey0oyVQAa32c2BVfCnugCOJ2ewFLey3oyINiJslP6PlPtYvDkAdDscAmgDdKXsh/ZKoBe8PtGoXDHLH3JC9BQT6FIXza3LO14+vLt7sqSRXfTlzKAlv2zm4IrlY5r5fo/8c/y5nqTIjsOoH+dLzqud/nxBC0qHNAhfCo1CQ5MzIadY6bD5tBZsG74bHg+oA6e9hP9z8ma/3m0vRSGO3K5aknt+Xc3/XyvIILrFLSqbwBVT8MduTDaXgqxtipIljzQT/uxe5R1w2fD5tBZsHPMdDgwMRtOpSZxhzdXqGCCXVNU8AT7r/NNATQvkPx1PjRfnmXuYZc0OOhI3hRcqfOwu1uSKW8hKEv6iAbH3S0EQTMibSG0r3MWgVrZQnhWsYVgBqBlz7XRFoIHQBsfHQXQVBdhBKDdKSR7op8xjKpXAOgl/vUCgH5j5OOwOXQWbBtdwvUGFEBfLIziALp5vh8D0C86BADdvifACaDPpikBdGv7OpcAurV9nQigtQHNrbNpHO617wkQ4N6dVd2hdWkvaF4wAK7VBcKP5aFwsTBKKHXcG50POyKK4d2wcq7nWaHpebCkudznCZj+SCPkaJ7/BJMCQjP/873Tb/w94LMbKWiLGg4rHmhaRJigFRHmeDfA9EfYsLO2D3tPXjTQ+X71hgagd0QUcwBNz9Efy0PhWl0gNC8YAK1Le7Hv6a7O0au1AoDGewozAM3vL2QAbXKOtr3ogFuLfaF5vh8H0PQcPRyXyTUx20azosw3tEEJAuglWtksBdDy5xkF0Pi55m7xqA5AGxWPegC057jPhwdAe44H5sAbxkNl/QzdwbN765OJfw6fqdZTHJ9gDqDd0A24hHs07akC0Kgb+Es/wY9MdQM0ca1axae6AQFgqsr5DHQDx6ekGPqYVQoHo1I5VwBTdgjLzmm8+TZKlasAJoW0re3r2Gt6fAJXOPzWGADf5EyAfTGPwVshFbBscD3U9mFgItZWBSMcedDfEQeP2MLA1jUAHn6oH/zuX30U8Nm8TIpCg9/9qw88/FA/sHUNgEdsYdDfEQcjHHkQa6uCXO8GqO3zBCwbXA9vhVTAvpjH4JucCWxIQs7RG1eqBCczFjoaDRDktK7R66lzeFsdIEhpXVcKFQpLhVJASUtjVLYoDxColoYOSeh1T7U01HPNU95ES0MBtNl1Lw9J3NbSGABoeo5SzQgCaHrdz+5t7PI+VOYB0AB6AC0U9Bms/zfFZygL+hYNtAag5fX/P4fP5HCPAujm+X4igL4P/lkVgD6WlMrhnhX/LP0iZFSApnJcC3Dvza5wd5uPXuHgBsAUHMII99YyuIcli0YFhMsG18OC3zfC7N7MDZrj3QCT7bXc/zzUkQ0DvZL5KrZV/ca9h88uILQFDQeuSg/0SoahjmzugZ5sr4Ucb+bmnN2bnavLBtcbFhFiSd/tZT3ZwA6HJPQcdWOAoFOobPOBu292NTxH0ZFsVARqdI6aedj3xTxmfI7eJw87Aujm+X4CgMYhyZ/DZ7rU4KgANPWwUwDdFJ/hUoODQwQPgGaHZQC9c4AhgP6pKkgozDuWlAoHJmbrAPTrI6ph9dBaQwBd39c9AP18AAPQ64bPFgD0rqhCDqBPpkzWw735ftC6xMc5INziMAfQv85n22/a+7UZ3BMAdMtSuPHrfCeANkmX3nnZBq1LfAQATUsdEejviCiGLaHOwc3zBEDP7s2GjNMeYZ7/FPsciCMAWlVAeG/9z/+o9LPrFPS98EAbFRFG2yogTgPQWV71MO2RRijzYe9dCKDRy79Be0/eEVHMgSktzRMA9BL2HcNlSv9qLT9HrQBoPEdbWlc6z1EzAK2l9NtedLBzdL6fbkiCmph9MY/BrqhCAUCvGz4bXgmcA88HuAeg6/saA+jVQ2vh9RHVOgB9YGI2HEtKFYoddV5tCqB3DvAAaM9xXw8PgPYcD8zBAXRpfx2cXTyIgS8VgBZA1JP+DEQZAOhbbWv0SUhNT0GTkO6AKF0SUlvF1wFoBYjCJOTqobU65QfqDV4fUQ07IorhaGIafF8UCS1P9Ye7640L1wQAvTcQ7r4pFq5Rv64MoBcNbIDVQ2v1qXIJmLa0rlQqHNqaIuDun7yFn/fRmCLTxC6mS/9/9t48qMor3fc/v3M6yt4biBJEIQgqIsikGxlElEkRBAUCisgggyDIYLy2Zo5Xy2NHM3i1vHZLmVjYWpqOlsZ0LG0t4zUdr9rq0dgxlokxVmIbE2NiQBG16zy/P9b7rL3Wetc7bMAk7X1XFVVnSPfOfvd6p8/6rs/3QMIMOD8lzXVMGb0B6xDGBC0F3krB2426MDg/JQ32xxdDa3gtvDi4GaqemA/ZjkaIs1XCMMdU8HUkMOlnX+XBUwaf9R4CXeDg3/8/b/jNf/jSFLSvIwGGOaZCnK0Ssh2NUPUEgfqt4bWwP74Yzk9JI0oMLLBTgLCoUKEOb9TELO8H39ZEwPkpaXSRhE3PyhLl748p4Ysy3/biCvNY7Ydsjopp3TXDG1ROZtbhvSOmgv+8t/rA/UMhHIDWLOZs7QMdz/rD1yWxcCo9G/Y4S2FDWJ1KE4PnPTtHZQtPUgDNljsqOx/cXXjidj4s66/a+YDaARmAvr+2L9x6Opi7tskA9PxBBECLkP1Yub/1wAg8gObAkAGA3hdHALSsAI0t6NMC0GYK0HQL+pQtpaYK+m49T+awAqDvHwkn25rb+hqmS7dGVcGGsLpuAWi2UEjmuKZ6g9dt6hI7BNAGCgcKoG8ukOsN0K+rlCxeKkiiCe89zlLYHFkNa0PrNQsI421VEG0vgeGOPAj0nMj5n9EBKtVvPLT0sxspaEbDgc5O1gMd6DkRhjvyINpeAvG2Ks0iwrWh9bA5shr2OEvpb3ipIMlV0sd6ysWUvqJQMQTQt56nAFpVIvm6TaqJwZQ+WzTWHQC9IawOtkZVGaf028iz4P0j4S4Afb2WPAOaLVr8apZu0aK7RaAyAC1eZzBRuCOmAvbFmQDQzHXGAtBk6ALov6fyAPodbwKg15HfteP5QVxhnh6Abouo6TGAXujf4haAPpGaQ/UGMgB973WbWm+gA6DdgXtaAFrLr0sBNJMuZQH0R+Pz4EDCDNjtJGCvVdg5sNCfXNtYAJ2pAOh4WxUF0GwBoRaAZv3PdAHScBfMrxtA6+2mYRc0WQ+0DECzRYQIoONtVZBimwuZAoCuG0DmLLszrFVRxex2kuLUj8bncQCaTenjHNX1lPcAQHNzVAtAs5oYdo4yABo1MViUaRZA472sJwC6LaJGF0CzxY4dzw8iz53rFAD9jjcPoP+eagFoa/T6sAC0NR6ZwQJorTIyEUC/pgBoTAnKkpAqAM26YHtjK77EBYsvNjQdjCBKYyv+muENmgVvG8Lq4L3YWXAqPRuuljo19RQquCcoHK6WOuFUerYmTNQrPeSOqcQ5LQJT9vNYmMgCaLHg7VBiEV/w9o63C5gKBYQdnatcn8c4rs9mToL3YmfButB6WPxkC5T1n0/1G4M9M8HHHgv2viF8+tkUfNaC0K4UtL1vCPjYY2GwZybVcJT1Jy+W60Lr4b3YWXA2cxLvSFbmjAro317hAvrveHNFmaxTG53MLIAWFy3onDEA+qzDG2GpmVJAdtGit+boe7GzYENYnWZRpnSRRFHvsAtP+LBKveiC+71X1TtK+SgLoLV2PhxLmQo7YirobygCaNl5aAFoMowA9N0V3poAGsGQGQAtA0OmAbQEDJkF0Aj3frpeC7cv5bsFoPc4SzkAvSzYPIBmG+23KABa168rAuhL+RTudXSu0i+xQwAtUYzcX0t2fGDJ4uf542jCe7ezDNoiamDN8Aa6O2KOL9manevZpCogDHCkwRP2OG3/syZ4eFigQbKbRgAHWh7oJ+xxEOBIUxUR5no2wczHyXHAXVNrhjdAW0QN7HaW0YTw5/njaElf51Ifck+XKSoMHN7SOSoCaANP+RYGQC9zA0AvC+YB9B5nqVsA2miOmgLQgibGXQBt5jqDABqvMzIArXWdsQA0GaYA9OFQF4DeZAygT6VnGwLoZcFNdGdNbwHobVGVmgD6q5lj5OlSPb9ubwJoo4I3Nl3KAGhUmsgA9GoNAF3kTa7zmYrrP95WBTH2UhWA9nUkGAJoNv3sPoD+OeGzFoQ2ANA6RYQigPZ1JKgAdIy9FOJtVTDeVgeZ9nmQ69kERd5yAL1aA0CjMkIGoLtedRgWZfY6gNbylEtS+qynXATQ26Iqew1A486XZcHGAPpUerYxgN7EAOjDoRaAtsZDGxaAtsYjM2QA+k8xsw0BNLtNXWsrviaANtAbaJWRSQH0sVG6AFrmgsUyMj0ALfqR2XTpnYvZ2ulSFu4x6VL8PC2dAoIv7pgKfl1p6SEDhPHzWJ0Cm2btiXOaAmjUKSiFctfKY+B0RhbsGl0Gq4c3wEL/Fpj5eAuk2eZCpL2Ylg/a+gzl3c8cdDD7IOgC0OiCtvUZSssII+3FkGabCzMfJw8jq4c3wK7RZXA6I4soKpTiStQ3yAC0u05msRQQtS00Nc8Ab91SQMVTLsLStTraljXDG2B7dCWf0tcB0JjSv3MxW5rSl3muRQCN5aN67ncpgD42Sgqg3S0fVWliBACtp95BvZARgGb1QhaAJsMUgF4UCN/VhtMCu39pAH1mHA+gV3pKATQWvCGARrj3ggHcW+jvgnssgJY5rn9sGQp3lpB72IM2BUAfCXcfQHcsowCaKkb2+BHFyBoPuLPElwDo8hiqb/hgbCHsGl0Gm0bOgdXDG+i1CAF0jqMRUmxzIc5WSQsIRQDN+p9lAPrhpZ8NUtAqAO3yQIsAGosI42yVkGKbCzmORgqg8R6+engDbBo5B3aNLoMPxhZSRcW18hjXb7jGg7z87/HjFRU3F3Bz1DSAPhJOAHSbAqDxN5Q4kkUA7e4cZQE0FmWqAPRKTx5Am5ijv2YAjUWS39WG615nLABNhiGAPuE0DaAvFST9agD0kXEFKgB9vTpSH0AfClEXvP2MABoL3r6vHwHXymPgclGiCkBjspQF0C8obvi6AfOhrL8LQE+0N3AAOsxRKAXQbAEhD6Bl+o1HB0DLNBwsgGaLCGUAOsxRyAHoifYGCqDL+pPfY4E/eX8TAfSu0WoAfbkoEa6Vx8D39SNcRZk/J4AWizIPhegCaLEo80RqDhwZV/CrAdCXCpLMA+gTTgtAW+OhDAtAW+ORGfjA+H9Ln+T0FGYB9JfTEzhYqgugP8/tEYA+lFgEn+akwo26MAKg3/ZyC0CjXxcB9GoDAK3SKZjUG6BflwXC+HlGPl9VwdveAAKghdJDCvcQCP/Rg/p8T6TmwG4nX3ooA9DboirhcNJT8FleMtxsDJE6p0VAe/tSPnVc337BD66WOuFk2hQK9uYPIg+s4211MNIxnfqfPfoEEwDN6TfcebAk/yyv4fADjz7B1AM90jEdxtvqoMibvIDgPD2ZNgWuljrJb4iO5Ev5UsAuOplvNobAZ3nJcDjpKdgWVakJoLEUcLeTFFdSb/gfPVy+YhmAvtFMAPTeAM2iTD1v+PboSh54a3jKzWhiZNoWFkCvZgA09ZS7A6Df9oK7K7zhRl0YfJqTCocSi3oGoJXzUBdAK1CfPaZmADRqRv5v6ZPWAyMwAPpAlhoMrTcHoHsLDB2dMI0H0BrJRFrwJsC9hwGgtyhO0ocKoNd4uA339AA0+/0QQGN69rO8ZDiVng2HEotg1+gyeHPkHHgjZB69FtX4kq3ZWgAaQYQIoH9e/7N5AC0WESKA9rHHagLoGY+3QA0DoN8ImQdvKgD6UGIRnErPpgD6h+Zh8t+wNwC08Bs+TAC9RVGMPFQAfXOBflHm4gAOQB+dMO2hLHRpAuj1EgB9IMu6T0DPAfSPLUM1AfSBhBmwx1mqAtArhzaaBtAIolgA/eLgZk0AvdvJA+hzWRlyAL2svzkA3VtwTwTQ+wJdAHq9MYD+MDkf9scTsLdFKXTEAt2fF0D/WgsI3QXQcg/0wwLQbDHslshq2DW6DPbHF8OHyfnGAHo9A6D3BaoBdG8tkpgB0ExRJgugz2VlcAB6t1MbQGPZLAugtc57GYBeqVz7WQC9x1lKgb4MQP/YMtQC0Nb4RYYFoK3xyIzeANAUlroBoO8s8f35APQun//nAPSu0XIAjfASAfSRcQU9BtAnUnOo2qCFAdBYQOjtEaEAaJf/2bx+Q3wQ7MN5oD36BIO3RwQtIkQA3aIA6B0xFXAiNafHABpLAd8Imcf9hiKA3jX6/0EAzcyZhw2gMcXuDoAWj6kFoN0fmgBacLOyAPp4Su6/PoBW0qUsgP66JBYu5KaoAHRvwL2eAGiZX1cFoG80P3QA7e9IeaQAtL8j5eEDaCGlLwPQrKe8uwC6NxZJWAB9ITcFvi6JVQNoN1L6v1YAfTwlVxtAC655C0CToQLQ3zb8ywPo/fGPPoDeEFanAtBzfC0A/WsC0LjbhgXQ+NzwKAPo/fGPAID+tsEC0NbolWEBaGs8MsNKQD+aANpKQFsJaCsBbSWge2tYCWgrAW0loK0EtJWAthLQesNKQP9rAmgrAf3rB9BWAvpfGEBbCWhr9NKwALQ1HplhOaAtB7TlgLYc0JYD2nJA6w3LAW05oC0HtOWAthzQlgNab1gOaMsBbTmgLQe05YC2ALQ1Hs6wALQ1HpkhA9AIvvQAtAqWCgC6/fYKbQD9Rw/oXOoD16sj4VxWBuyPL4ZNGgD6mScJgG6LqJEDaAHuiQD67plxKgCNKW89AL0hrA7ei50Fp9Kz4WqpEzqeH6QL96QA+vlBcLXUCafSs+nnvSwAaBZ87YipoODr1tPB/DGVAOj2jmUuAL3NwX3eHmcpbAirg2XBLpiIABp/wy1KqvxCbgp8Xz8Cul7xggfveEPXCSd0fDVLDqAZ4N25rD9cr46Es5mT4L3YWbAutB4WP0kelibaGyDGXgqDPTPBxx4L9r4h8NhvBsF//LuPBEAbPVwy+g0FQP/Hv/vAY78ZBPa+IeBjj4XBnpkQYy+FifYGKOtPXizXhdbDe7Gz4GzmJLheHQmdy/pzQFgGoDu+mgVdJ5zkOLziBd/Xj4ALuSlwKLEItkRWU3jJAujfBpCX9A1hdbDHWcrPGWaOtncskwJoDpY+Hax5HopzZs3wBvhTzOxem6Pvxc6CDWF1ugAa08EigL57Zpw+gFbmqAig2yJqYNWwearzEAH0ppFzYH98MZzLyiC/4VLlJUsDQLffXqELoFEVoweg2fPQAtBkmALQiwPgRl0YfDVzDHyak/qvDaCFhHDXqw4pgD6c9BQHoN8IccG93wbow73nJAD6/TEl8GFyPpyZNBk+zx/nSs++NICca5sUAH041H0AfXsFBdCdf08l4OLPg8j5tJYsCiO8/Dx/HJzOyILDSU/BbmcZtEXUwJrhDXRHDQLoXM8mSLPNhXhbFUTai2GYY6oKQHv0CVYAhJ8UQKvvBQ8XQIvgwAWg/eCx3wwCjz7BKgA9zDEVIu3FEG+rgjTbXMj1bKIAGnfArBneAG0RNbDbWQaHk56C0xlZ5DdUFhE6l/qQe/ofPeDBnwfBvb9GQOffU10A+vYK9wH04VACoDcpAPqlATTF/nn+ODgzaTJ8mJwP748pUQHo5wwA9G8DXAD6jRAeQB9OekoOoF91qBLe/8oA+tOcVPhq5hi4URemudPCAtCuYQigT8aZBtBfFI791QDow0lPqQD0N5VR+gD64FAeQF8p/lkBdOdSH2hfFAg3G0Lh2uxo+HJ6ggpA73aqAfSLg5thoX8L1A2YDxU+LgCdaZ/HAeiRjulSAP24LRq8PMLptd8FoP04AK19H/jXBND4nVwA2o8D0Pa+IeDlEQ6P26KlAHqkYzoHoDPt8yiArvAhAHqhP0nsiwB6t1MNoL+cngDXZkfDzYZQaF8UCJ1LfX5eAH2lmAfQB4fqAuhvKqNUAPpw0lO/GgD9ReFY8wD6ZJwFoK3xUIYFoK3xyAwWQF8uSuTA15IgOYBepQDooxOmEQCNsHSPHweiOAB963keQCvwkgXQK4c2ciAKwdfKoY3QFlEDBxJmwCfZ6fBtTQTcXd7PBRMVvQEmku/98y1XEvLMOJI2WuNB4R4LoMXkJaZZWZjI6g3uHxzaLb0BCxPFNCsLEzm4t8aDHlNMlXPAtGOZC5i+7WWoU8CHbxbqH0iYAeenpLmOqQEwpQnhd7yha6Un3KgLg/NT0mB/fDG0htfCi4OboeqJ+ZDtaIQ4WyUMc0wFX0cCeHmEQ9/HBnMeaHMQWoTPLv9z38cGg5dHOPg6EmCYYyrE2Soh29EIVU+QhHBreC3sjy+G81PS4EZdGElnveNNE95GQP/u8n7wbU0EnJ+SBgcSZqhgKQugNbUtb3u5gH7HMhXQF+eobJFEBNAL/HlY2h1NzP2DQzlNjLhogal59rxn5yguksjmKD6sdt5f79LEKIsWeEw/yU6nx1TvvFcB6GX9eQB963kVgKYLT3v8KNRnr21i4hoBNLsTAa9tFoAmwwhAd73ipQmgd8RUmAbQjT0B0BI3q1kAzfp1ZYoKPQD9XuwsDkDjNmYzAHopA6A3KwD6yLgCOYB+3aYG0J/nQvu1Kgr38HwXAXTn/fUuAH2lmADoo1EEBG21EwC9rD/cejoYvqmMgksFSXBm0mQ4Mq4A9jhLYXNkNawNracLmnUD5kNJvxaY5tkE6bZ6iLdVQbS9BIY78iDQcyI8YY+Dx23R4Og7gkIIFkBog4feBg4a6WcWHDDAAGGBo+8IeNwWDU/Y4yDQcyIMd+RBtL0E4m1VkG6rh2meTVDSjxwHXIBcG1oPmxVFBf6GlwqS4JvKKLj1dDB0LutPnpO22uHB3gC4dzSKAOgrxRRA48u++JLfeX89BdDt16rg9ue5agD9uk0KoI+MK4D3x5TAZgZAL3UDQC8fwgPo92JnuQWg6bZuDU+5KQAtuObdBdCNbgDoHTEVmgC66xUvC0DrDFMA+ki4C0C3GQNoBKZ6AHr5EAKgnwvsPQCNyVIZgL5SHOcC0ArckwLoo1Fw98y43gfQV4p1ATSFewKAvpCbAmcmTZYC6DUaAHrG4+Q6n2mfBynKYuNoe7kKQPs5kgwBNNUwSVRMxgD654bQss83ANDKd/vNf/gaAmg/R5IKQI+2l0O8rQpSbHjHw0wAACAASURBVHMh0z4Ppnk2wYzH5QB6jQaAPjNpMlzITZEC6Huv2/QB9JXi3gfQZ8bBvaNR2gB6USAF0FeK4zQB9Naoql4D0M8Fkuv+8iHGAPp0RpYxgG5jAPSRcAtAW+OhDQtAW+ORGRRAVwzitqmz7lkZgGa3qYsgSgTQnffXkxdk1Dco6Vl3QRQLoGmaFf26t56XA2hJEpKF7CyIavBzpZlYnQL1+Wr4df/531t5AK04ku+8NACulcfAmUmTTfl8sRSQ+nUlTmZ8OZUpI+4s8YVrs6PhbOYk2DtmJqc1aWIAtGm9wa3nKYCm31ECTD/PHweHk56CzZHVsHxIEzT4zYcCr2ZIttXSIsLHbdFg6zOUT0FLIbT8oY990MP0s63PUOp/DnMUQrKtFgq8mqHBbz4sH9IEmyOr4XDSU/B5/jgp0O+8v55+t7sPWvlFEgNNjNbx3DtmJpzNnATXZkcT5YeG0gTnqOicRk85lh6a8YafmTSZKEZeGuByXDMAGh8UZZ5y9Iaz2hZMOeILO573IpzVUu9wANrgvHd34UnrvNcC0OzCE+qFZABa5mK/XJQIxyoGWQ+MwANo6mb9S5AhgN4fTwD0JgFAP/Mk2eZrBKDxRWtjeC38KWY27B0zEz4an8cpKtoXBcLd5f3kAPpKMQegZfCLAuj2l2m6jCoqlITwvddtcPsFP7jZGAL/KBtNFRUIoLdFVUJreG23APSqYQR6bI6shvdiZ8GRcQVU3/CPstFwszEEbr/gR+4Hb/WBB7t84P6hEOg6negC0D8sMgegf1hEADTCvb0BBO6t6wN3l/eDWwuC4Hp1JHxROJbqG96LnQVbIqthXWg9LB/SBIufbIG5A+ZDaf8WyPdqhon2Bki0VUOMvRSGO/JgsGcm+DoSoJ9tFN2KjQD65/dAm/c/I4DGrdL9bKPA15EAgz0zYbgjD2LspZBoq4aJ9gbI92qG0v7kOCx+kkDadaH1sEX5DVGj8kXhWLheHQm3FgSRObpOmaN7A/g5+sMicwD6h0UUQHedTiSL3bt84MFbfTTn6JFxBfBe7CzYHFkN60fMhVXdBNCt4bWwLaqSAmjNOcokvCmA/rYBfmp/WRNA333QygNodo6yAHp5P2hfFMgpRj4anwd7x8yEP8XMho0MSDMC0Av859MkHALoTQqA3h9vAkD/JYi65i0ATYYugD6fwQPonf3I86aysHD7BT8KoP9RNloXQG9WnPs9AdAL/Oe7BaCPp+TCx5MnwsVpE6QAuutVhwtAv+trCKDxet0TAI1w78FfgshC1FY7PGiVp0tZAH10wjQ4mDgd9jhLYVtUJT1v8P782wBybWMB9GQFQCfaqimAHu7Ig2DPLAhwpGkCaJeCyc9ND/SvF0Cb8T8jgO772GBNAB3gSINgzywY7sijADrRVg0ptrkwWQDQc5XFTnZhfqNyTd7jLIWDidPh6IRpHICWpvRb+5B58q4vuYbhHO0hgO7oXGUMoN/1pQCaS+kzAPritAnw8eSJcDwl1y0AvcB/fo8B9ObIal0A/Y+y0RRA337BzxV8aOtLrmcsgD6fYQFoa/T6sAC0NR6ZgQ+Mx2cP0i0/qxOUGFpb8VkXrBRAM0nIXt2KLwPQgl9XVvCGPl98MVngP58Wyu0aTQrlrhTHQfuiQHKj2RcIneczVKWA+B21AOau0XwpIN4Yu+tkVgHMd30N4Z4ssct6rrUUDhykvdEsBZjHU3JhR0wFvBEyDxb6t0BJvxaq4Qj2zIIn7HFMCtpPlYKTP3RKgIHifsb08xP2OAj2zKL6jZJ+5KX6jRCS0j+ekitfQLjRzMF1LT2Fnh+ZTZRrLpIw54TRAoIZ5zS7SIJzVG8BgQXQtPTwfAY82Efmc/uiQLhSHAcnUnO4OYrn/dwBrjmqWZTJeMplALpX1TvizgcNAC1zv2OqnL3O1A2QQ338jsdnWwAaQA2gu044yTXgHW940CoH0CfTpqgA9MqhjbAkyByAflEA0NujK6WO5J8WDuYBtJguVQC0HvwSAbSoqJDBPTZdigAai5xeVF7i5w9SQxCEXyKAbouoMU6XbuwDD3b2IwD6ZBzcuZhNAbRZgKlb8LYoEL6tiYAvpyfAuawMCve2RlXB+hFz4XdDG+G5QHKuVviQhcZM+zxIttXCaHs5jHAUQLBnFvg5kqCfbRR4eYSDrc9QwyLChwOhTaSfJQWEtj5DwcsjHPrZRoGfIwmCPbNghKMARtvLIdlWC5n2eVDg1QwVPuS3fS6QPKOsHzEXtkZV0UWSc1kZ8OX0BPi2JkJTE0OLMt1YQGi/VgV3LmYTmHcohLz4Ki/0ein9togaFYBmz0H2ZR1f1F9UXtJxu/e2qEoupW8EoKlixASAppANATSb0mcA9E8LB0sd19ujKzkA/aJJAL0kqBlWSgD0ybQpUgD9oLUPue79JQi6TjgtAM0M0wB6X6AmgL5RF0YBNCojEJiyALo1vBbWhtZrAmhxYcUIQK8YQgD0OiUJjwB675iZFECfzZxEATSbLkW/Lgv3NAH0zQVkZ5hyvsu0SVIAfXsFOaYIoGVwDwH0ag+u4I2Fe2czJ8GxlKlwKLEI9jhLYXt0Jd2htJIB0A1+86HSh6iW8r2aYbJ9HqQxADrSXqwC0LjzBQE0f+13F0D/0hqOnhUQsgDa1mcoB6CfsMepAHSkvZgC6DQFQOd7NcPMx1ug0ofMXQTQeL16c+Qc2B5NAPShxCI4ljKVm6McgF7Wn7ynG83RbxvITpvbK0wB6LsPWl3PF+0vk/mtB6CVOYqecjalz85RBNB7x8zkAPS60Hp4I2QerBjiHoBuGaQNoNeG1kNreK0KQB+dMI0qTRBA36gL0wbQ+wItAG2NhzosAG2NR2awAPpKcRwcT8mVgqg6IZmIZWTStO7VCqpvoABa4oK9URcGn+akwqHEIrfLyLBQjnXBsgCaK3jbG8DBNvY7ygC0DERR2LY3QL8UUEh7Xq+OhE+y02GPs1RVCohwD53MmxUn86c5qUQZ8YoXPHjbixQtShQOokO46xUv7piis1hWmqcL2TW+471/vqULFPeOmQkbwurgxcHNUOM7H6Z5NkGSrQbCHIW0jNDeN0RJw/lKt2LjAyj7v/Pw2Rf6/OZJsPcNoeWDYY5CSLLVwDTPJqjxJYnyDWF1sHfMTN0FC9mxlM0XEc7KSh1Zpzb3+2k4vFmFyr1jo4iqQ/j9NgvOaVET8/sRc2GPsxQ+yU7nHdeYDtYrPdwboLkowy48sQAa58vxlFzd+cIBaKF89M4SX7fLR9ljKnO/cwC6YxmB+pJUOZaPsosydRoLT/gdLQBNhiGAXukJHc/6w/f1I+Drkli4kJtCAfTOUeWwSXlxMAugEX6h6xABtMyR/NPCwURvsK6PXG9gEn5RAC1RVBj5dRF+sR5NIwDNwq91ofXQFlHDFbxdyE2Br0ti4fv6EdDxrD9RCCnw6/7BoS4AfbXC0CHMKRyuVhCAecJJXgoliwhYJHksZSrsjy+G7dGVsCGsDlYx95NKxQ86WXGDxtoqaBHhQEcyLaSSeqDZa7/uImR3oYNOco2FBoKvk/U/+9hjYaAjmRYQxtoqYLytDibb50GRN4ECeG1cpZT0bY+uhP3xxXAsZSotsJPBy/sHhxJ4ib+fgUKFdXjT3+9kHP/7Sc5BtiizLaJG9xzUAtBmzkHOU/6QzsH76/pA57L+BEB38xzUA9DrFAC9c1Q5BdB656AFoNWjuwC66xWikLu1IEgTQB9KLIL3YmfBjpgKQwCNMEoGoBslAHpJUDMHoDcqaoOdo8ph75iZ8MHYQg5As3oDWvCGc0MvXSoAaNmuHBFA08UZBNCKokbXr7vaA+4u7wcdz/rDD83DVAVvCKDfi50F26MrVffnxU8SAF31BFEtFXg1Q7ajEdJscyHJVgOxtgqItBfDCEcBDPHMgUDPiTDQkQxP2OOgn20UV0TY97HB3A6YngHonwtCu6Pf0AbQfX7zJAXQWEDYzzYKnrDHwUBHMgR6ToQhnjkwwlEAkfZiiLVVQJKtBtJscyHb0QgFXs1Q0q8Fqp4gc3ex5Hq1PZrsSkEALRZl/tA8DDqe9Ye7y/uR67Oep1xRlrEAGt/j9QD0na61cgCtk9LvWulJizJZTQwLoD8YWwh7x8yEnaPKYWtUFWwMr+UA9JKgZhWANjrnjQD0jpgKejw1AfSCILj9gh/ZEWMBaGv8jMMC0NZ4ZAZ9YKwaCF/NHAMnUnOkW/HrBCCMuojP8pLhZmOIOq2rBaAZ2IYFbx+MLVQVvLGlgCuGNMLG8FqX3kBDN4BKDAqgMe35lyC4/we5bkDUG+iVAlKFg6AbUDmEj43iCtc+zUmVJmjd1g0IQPFO11ou0XrvdRvcbAyBz/KSDRUO+B3ZJLt0IUEoIuRSuwzgu1SQBB8m58O2qEpYNWwezB80n6agY20VMMwxFQY6kuFxWzQDocVSKuZhVGiWZh2d9r4h8LgtGgY6kmGYYyrE2ipo+nn+oPmwatg82BZFFkhU34tJk4sFhDJwySZntRzeokIFz4l7r9u4xDyrbNFasDDS0sgS7J/mpPLFnMdGqRzeKi2NRE+hV3r44uBmqZbm/h9IqpzdFYAPq7R8VKKlQU3MxvBaWDGkkTsnxKLMD8YW8kWZuCijB6DZVLlwTrDAGwG0qN45kZpDrodVA60HRmDuE4emUQBtBn4dSJgBO0eVG8IvLQCtl75E+HVrQRDv1+1m+vKn9pc105f3VnvAnSW+tKTPKH0p2/6vB6AxfbnbWQaHEos005fs9n+EXx1fzSJgkvFcy14S8TuqFA47+8GDt/gELf6GJ1Jz4GDidNgRUwEbFcUIXh9qfMn27BwFTLBFhP6OFM4DbUbD0XsQ2sy2aX39BqbU/B0pqgLCHEcjzHi8BWp8Xc8Lb4TMg43htbAjpgIOJk6HE6k5FF5yCfa3mAQ7q1DRmJ8cgO5YRhzeSoKdLgLpaHBOpk2BQ4lFsNtZZrgLQQTQMg2O1i6EH1uGwp0lZMeJ1i4EtwC0uAuB9ZQvCJI6rs3sQjAC0G0RNbBzVDkcSJhhbhFIOQdPHJpm3SdAA0BfqyK/pxsA+lp5DFwuSoRPc1KpMuJQYhG8P6ZEBaBfUwD0kqCeA+jXhrkA9JbIag5AY7qU9et+Xz+CA9BGBW/t16q6BaDpAhQDoG9/nusC0IdCeAC9RgHQzw+CH1uGwrc1EfB1SSx8nj+O6g0+GFsI748pgT/FzIZNitoAd0c8ozwf1fi6AHSOoxHSbfWQbKuFOFslRNtLVAAa1UssgNYrIuSe+4UQyi+bgjYBn5l7iRpA8/5nEUD7OhJUADraXgJxtkpIttVCuq0echgAXeNL5u0zT/K7pjYp3RjvjymhiyQfT54In+ePg69LYuHbmgj4sWUo8RUv70feYVkAfSiEAujbn+eqADTOT3cBNJ7zukWZDID+vn4E5ynHlD4LoLdEVlMA/dqwngPoJUHk+fI1CYB+f0wJBdBnJk2GT3NS4XJRIlwrj3ELQNNz3gLQ1uilYQFoazwygz4wVg+Ar0ti4WTaFFVaVwagVboILHhjCtcQDHXeX88X5ikFdnq6AS3YxhWuSXQRmoVrilLhaqkTTqVnw3uxs2BDWJ0mbFs9vEGd8pZoRjilAsIvyXeUOZkRQC9+UgLZ0SHMQnZGqcB6p+9czIb7h0I4z7VWolUvtctBTKbckVVViGD/wUZX2eKZSZPh/TEl9LjWDSBbtFNscyHaXkK3ZiOEZrdli+3YYpoAt7IhfMat0dH2EkixzYUCL/J5Lyvp5/fHlMCZSZO5uSKCUk4twpblCYsHWmlyrcQ860e+fyiEzE/Gx8wpW1g4Kzi8Ec7K5gvrnJadg7gIpFJ+CHoKMR0sW7BAyLIhrA7ei50Fp9Kz4Wqpk1e2SIo5ZVoTtihTa1FGV0vTC9cZLQDNpspPpk2Br0ti4UT1AOuBEQQAzaYvDbb/H0iYAbtGl1EAvWrYPEMAbeSfFR3Jt54Ohs6lPgRAPyT/7L01ZLcHlvS5U4AmAj6EX7ICtF2jy+Bg4nQ4npJLE7Tf1YbrFy0KnmvdosX2l+Gn67Vw+1K+usROSHl/lpdME7S7neQ3XDO8QbOIED3QIxwFEOg5kdNwaF3vZQCi++k3s85Oh5B+5u8vrH4j0HMijHAUUP+zVgHhmuEN0BZRA7udZTTB/llesjodLJZIXsonqUid+akq6NPyIysKle9qw2mC/XhKLhxMnA67RpdJi0BlAFpW0GdUBIrn4L01Hg/Nw35/bV96Dsoc12Y87FoAepUCHtsiamDX6DIKoHU1OMwuBAtAk8EBaGVBjwPQCKP2BfIw6hUvuPPSALi1IIjAKAVAo7MYE7sIoLcIABphlLsAmoVRLIBuVQA0C6OOpUylfl2EUd/Xj4BbC4LgzksDXAuECKD3BfYIQONzGwegcZFUAdCdf08li8GHQ8l58rYXKaJe21fl1b5a6oRLBUlwLiuDFrztHTOTAn0sKF2m6HmaBs6HOb7E9V/oTQD0RHsDjLfVQZytEmLspRDmKOSKCH0dCb3sgf4lUtC9k37W8z/7OhK4AsIwRyHE2EshzlYJ4211MNHeADmORij0Jl0Dc3xdOwOXCcXFO2IqqCbmRGoOnMvKgEsFSVxhHtVFrO1LFkHfJrsz7x8Oha4TTlKYxwLo9pdVAFo2P90C0L10zosAujfO+bUP4ZxXAej2ly0AbY0eDwtAW+ORGXRrdY2vCs4uH6IG0JhI7mkyEdO6ssI1VomBYGhDWB3scZbCqfRs+LokFjqe9Vc5fVFxwKYvEc4+eKsPVwr4/pgS2Bheq6kb6I6TmQN8wvZ/M4lWs4BPLM7DFO39P/SBjmf9uYUE/B1l3mJVcV55DA/2tcoWWZ/3214E8im/JYLMN0LmweInyTblXM8mSLbVQqS9GII9s2CgI1nDD+pHH1Dxf5Z5OQc6kiHYMwsi7cWQbKuFXM8mqPQhL8xvhMzjFg5uNoYQaPm2l8obLCvnY0Epm9TFxQMtnzbOTwSXHc/6kzZypixP6pw2WCAxk5jXKq2Uzk83nNOilmZjeC0F+3QXwlt9OMjOAmhcrGCd4Tg/T6Vn0/nJLnThOSgr5qSp8h7utGAT1yyAlp2Df6vxtR4YQQNAy/yzQgEawi+tAjSzAHpDWB1sjaqSOpJvPR1M0pdrPEgSZY8f3D8STlI9CPgUxYEh4GMSplzRIpO+vF4dCZeLEuFcVgYcnTBNWrSolzAVAR+bMMX05bGUqfBJdjp1COtqRgwguypFawLwIWSXFRGuGNJIE3LogZ6seKBjbRUQ5iiEwZ6ZdEs2pqAxCaeZglapOIzKaY3+BGggAQZs+tmjTzCXfh7oSIbBnpkQ5iiEWFsFJNtqYbLgf35GWTzWKiBk4azeAonZ9DqXDtbQU6DD+5PsdDiWMpXuQtBK6GstkCCclRX0HZ0wDc5lZcDlokRaskh3IQgFfbKEvgxAoyKGLpB8PJ6kZff4wYO2vnBvDdmFcOvpYKnjemtUFWwIqzMNoLWKQHERSCxZ1POwWwCaDPo+cep/uJ+GfGmAKw1ZHsOV5v0a05A93Y7fI8CHWhMWQO8NIDuSNvWF++t4wMdqTc5PSYNT6dlwZFwB7IsrpsdTPHdaBpHno7L+RLWU69kEmYpuKd5WpVlEqOWB1tdwuJuCflgQ2iR81k0/q/UbRv5nLCCMt1XBeFsdZNrnQa5nExR5t0BZf/I74Lsp+0yEKf19ccVwZFwBnErP5grzcH5SWLquD1kEfcebaPhYAI3zsycLJD3U7vwadz2wpY4IoH9aOJgcUzd3Pfzt1P+w7hPW6NGwALQ1HplBHxjrfLgUq5hMRFCDwG2zUXK2G+Vga4Y30ETyXGFr/Hpha7yqFLCb/tmlEvil5WS+u8Kbg+y6ioM/D+ISyXopWtHJjP5ZI+806xHuOuHkUrT4HfWKCDHxiZ/55fQEmtx9sMcP7p4ZJwWZ+D07/55KHipaFWA7OxrOZWVQ2P67oY2wwJ88wOY4GiHZVgvR9hIY5pgKAY406YOqR59g+id7cAtwpMEwx1SItpdAsq0WchyNUNafPFj8joGy57Iy4NrsaALUW5V58vdUlTqFXTi4e2YcgVfK7/bl9ATqC8cdAXoFhOgoZ9PrbFJX1zmt+JhlHnZZaSWbXmcT19Q5baSIedtL6mEXNTjs/Oy2h10oPWRVP+J3nDvAlbheM7yhZ2WnkiT75shqel0TF9ZwpwWbnv9bnY/1wAgMgD6cz+sbdvnAg7f6SEv6Tmdk0e3/WgAar4MigF7oT14SMO2DL1syRzK3/b9NI2HqrmNX8FzfX+cqQNMCfN117LKaERbwaSZM/+jhFmRXFdmZTNHidzw6YRrsi+M90LhQXPWEXMMxxDMHAhxpdEu2OgUt24rtbgrOJHjWTav5SdPPvo4ECHCkwRDPHKl+o+oJ10IZ63/eF0d+O1w8MJ1e1ymQNISzf/TQTOizCyTulmTq6SlkCyR3l/cjzyuCH9ldR7k0od/Wl9PgyBzXCNEwxfkCc40RATReY2QAGjU4IoCmJYtv9YEHu3w4jcqJw/nWfQK6AaBN+mAfNoB2p5CMBXyqhCkLoPcGGALo7jp2TQE+UXHAaE1OZ2TBR+Pz4EDCDNjtJAVvrUKBJ76HVfiQa/w0zyaYbJ8HKTpFhFoeaD0NR8+u/w8bPpu8n7ih38DFTa0CwhSlgHCaZxPMeLwFKnxcz8VsMXOr4inf7SQ7Nj4an0d9xWxal1PEmFkg6QVHuXR+7g3QLB79rjacWyDpTvHow9TumPK+WwDaGj/DsAC0NR6ZgQ+MJ+v7S92sWlvV9XzFWPKGLxssgBYh3+WiRM4/K+oitEoBby0IIi87EuBGATSTDn6w1Q53l/dTOXbFUkARKuJ3pCVvf/TgUq1skpbTU+wL5LzTek5md4GbDAbfPTNOVe74wdhCmmrV8kCvUVKmmPT+vn6EazGB+S1l+oiOy4UEYOwk5Ra3FgTBleI4OJWeTRPmy4c0wfxBBELnejZBim0uTckFe2Zx2/b62UbB47Zo8PaIgMdt0dDPNorbrhbsmUXTaCm2uZDr2QRl/cnxWz6kiSZ0T6Vnw5XiOLi1IIgcv539yKKB8JtxKoxL+WSeKMfw+/oRNBm8LaqSLo7I/M+Ylv9gbKGqLO/umXG60Nvsgoyec5rzMTPOaXaxQnU+/NGDK8k8kDBDtVghlh6K5/zd5f14R7lybPHBVLUgs64PBft6ihg851kPOwfZhcURfIG707WW/y01vNpaaiGZa/5kfX/rgRE0APThUPLQvakv3HvdJi3pQwC9RbLFl4VDcwe45hsLh9jtplsYOMQWhFHFwes2ku7Z5UOSPaxj94dFFECLAIyDsz8sUpe87exnSnGgB9nZlyIx5b0s2JVo0nXsSjQOWt9RfGHkIJ8A2anLe6Pi8n5+kKpM8mDidFomuXp4A100qhtAtmjnezXDRHsDJNlqYLS9HIY78qQpaH7Hi7tbsY1AdB9zsECi3hDdz5h+Hu7Ig9H2ckiy1cBEewPke5Et0XUDXAtzq4c30PK6g4nT1eV1zw8iL6ob1e5gfOE39bv9sIj3d0v0KXqOckw4IpwV08HiApBeOlhXESPoKdqvVpB/dw3Ijuef5neUXGPYufmwrjHSkkWNa4wFoMmQAWhThWSvOuDOEl9oXxRIAfSV4jiukOxw0lOwL64Ydo0mwPRNxVv8Rsg8+N3QRliqzGsWQIuLfzjHm5hFQBFArxneABvC6qAtooYD0B+Nz6MJU1ZxwDp2dROmn+eSc+HbBg5A4zmhB/nw/GjvWEbPEcNU+asO6Fzqwx1TNlWOgG+PsxS2RVVSRQ8uoOIzklhEmG6rhyRbjdQD3TMNR3dS0L0Fod2AzybSz2b0GzL/c5KtBtJt9dICwoX+fGfEmyPnwLaoStjjLKULJFxaV4Gl7YsCoXOpD3S96jCX1v1hEQmrMM9LRnOTA9DfNhAALSpihIQ+6yhnFTGY0P9ofB4HoNsiamBDWB2sGd4gBdC4m0cGoJskAHppcBP8bigpHl0/Yi68OXIObI2qgl2jy2BfXDEcTnqKKx69UhzHHdM7S3zJjhg3ikctAG2Nng4LQFvjkRkUQDf0o+ng/fEkOStzpS7wnw9Lg5tg08g5sD/elYbsXOrjSkMypYAIoLnUrEHik1VisKWACGe/KBxL4OwaAmfFpC6mBmTb8W/UhcGF3BSaSGYh+1w9GDU7Wlp8iC+NKuetov1A5y1Cdj0nMwsypWoTJUnLFhFy0HuXDwWZbLEcfiaCdvzM5wL59O7ZzEnwj7LRRP1hkBru6FxF0633D4XAg7a+cHd5P7jZEAqXCpLgWMpU2O0so0n6Bf7zoVLZro2gQnTIBTjSwN+RQv8CHGkqRxqCgAKvZqj0IfMRk6u7nWVwLGUqXCpIgpsNoQSQthEPM6bkpd9DSHN3PD8I/lE2Gs5mTuJS5JgMxpcYfCBcJxRW0oWDXT5SGEzTyF/N0lRFiDoM2YIMfib1XLM6DMHHTHcEiIWAGs5p2fmAiesLuSlwoy5Mqt3BtIQqWf4uUSTg3BSLHdldD3iNMdwRoMxLDkDjd1R2PXQu9VFd19hrjOi2F69rJxv6WQ+MIABoLX+wpKQP04ns9viepBMRgJ1IzaElfZhOpCVvTDrxzsVs10uVAQCjAFos6dvlY6rkTQRgsu8og3wsAGOLFmUJTC0HrZmUKVU5mAWZQtGbqOF4LpBcJyp9yBbtbEcjpNjmQpytEkY6ptMUNLqgvT0iKIzQ345tMwAR+n9qUKDt6cSUmr1vCE2o4fboIZ45MNIxHeJslZBimwvZjkYo8iZaqUbFxynqN8SCTLMLB4bqFDadr+Fgl+1AYAv69OCsbG6+oANndUsyhXRwd86/OxezVbss2O+I5x+WZBotABntsmA1P7jLQrNkUeLx9oIZOQAAIABJREFUtgA0GboA+mI2BdD3Dw4l1xylNI+DpY0h8E1lFFwpjoPP8pLh48kTqbPYLIDG310GpFgAvdC/BZ55kuxEWRbcBCsV3zkC6O3RBPAdSJgBHybnw6n0bPgkOx0uFSTxJW/P+hMALTp2D4VA1wknX/L2bQOFfO4A6Nt336AAWgb16TFVoP691SRk0L44AH5oHgbXqyPhq5lj6DE1KiL8bQAJItRoeKDjbVVSD7SfI0kFoFkNh1bvS88XIHsTPLuxoClZ1NTSb/jYY8HPkST1P6N+Q/Q/1yj+598GmCsg/CwvGb6aOQauV0fCD83DoH1xAHQu60+uXQwsvX9wqByW9nRuftvAlWR2nXCS67joKF/eDzqe9edKMi8VJMEn2elwKj0bPkzOhwMJM2CPsxS2R1dyAHrl0EZYFkx28jyjnO9aABrPd7zmuwOgT6Tm0GN6pTgOvqmMgpuNIRzUp6WO4jG9mG0BaGv0+rAAtDUemYEPjKeavFVJQTYNWaekR1gfLJsUVPlgby6gSgwRWLLpYL3iQy0f7Gd5ycTtKzqZFTiLL9uid7rrVQfcbAyBz/KSaSLZLSez6J3W8CNT7ccfybbY69WRcDJtCux2lnHfUSt1vT++GM5lZajBvk4a+falfNVxRZdwq1BmJ2o4EPQdS5kKXxSOhR+ah5Fj+463fnK4/WWi/zidSB4uWvvAnSW+8F1tOHyWlwxHJ0yD3c4y2BheSxcz2OKqifYG2qgdYy+FSHsxjHRMhzBHIYx0TIdIezEt5ki21cJEewNXAIXQcKMCn49OmAaf5SXDd7XhRA/RShLyXacTyYO/4iXXTHK/4w1drzrgh+Zh8EXhWDiWMpUujMj0GwhmsSAT/eRsGtnoNxNB6bmsDApK9dLIv1eUNCfTppB0/lIl+SKZJ6LnmvUxu+Ocfhjnn573XSwEVKW8mQUFqvwQFoDQ+85CdlwAmjuAXNdkXm1MeZ9q8rYeGMF1nzj+f4pcAFrDz8oqALrrZ0UFAL5wiQVhmMD8cnqCqyAMU6bdgLOGCgBlm3jHs/6qosXDSU+pILvWdxQ1ByxkXxdazwEwVZL2WX8X5GM8u53nM2h5kJ5nly7SaBW9KS5hmWoENRx/ipkNreG18NqweXRHyBxf/pqeZKuhyTiEEqxuyS0nqACitWC0+M+wkMCMo5PVPCEcwGQaLnrivWeOr2sH0WvDSEEmlvOx+g2VmmKrXbMg0+g3owWEX81yqVPQT64sjnQ8669KrrMLQFgCinBWSw+j52Df4yxVOdhvNoSSuYnbkXtDgSOD7Eo6/2ZDKHw5PYHuQJAVnS4NbnK76FT0zIsKHKlnXvmOx/9PkXWfAB5Aq2ApAuhjo8jvusePAuh7r9sIgF4cADcbQzhYiqV5R8YVwP74YtjtLINtUZUUmK5Wil+XugmktAD06uEN8HsF8G2ProTdzjLYH08cuyfTpsC5rAz4PH+cHPKt8XABqT1+cP9QCNw7NgrufjyeB1I9TZmyx/Tj8eSYHgrhj+kaD7i7wpumTBHyfZ4/TlVEuHNUOS0ixPvXM0+qPdDTFA90b2g4zF733YPQ3S2rdR8+66Wfe6LfyFT0G6L/+ZknXdcqLCBEXQRbQPh5/jh+ceT5QXB3hbf5udnDdL7ZuSlbHMG5eTJtCne+b48m5/vvlfO9OwBaPN8RQK8e3kCB/rYo/nzHY8pC/ZuNIeR8X0p6nrhjenAoOaYigFbOdwtAW6OnwwLQ1nhkBj4wnp7vULlS0QeLAIxNJCN0O52RJS/MU1KfHBxSCsnY0rV/lI2G0xlZUu80WwqIzlu9dLCZBOatp4NpAnNHTAWs0nHeuutk1ktdn5k0WZUylUFv1XFloLdRmvb+4VAKM1GtcDBxOv0tXwhskeoc3gghx/Zg4nT4JDud+H1fGkBurH8J4tKm+Lls0SMFuO/6wv31JPX9bU0EfJaXDMdSpsL7Y0qgLaIG3giZR9OuNb78tr6J9gZIs82F8bY6+pdmmwsT7Q3cdrQaX9ccfCNkHrRF1MD7Y0rgWMpU+CwvGb6tiYDbL/iRrcDv+roAOlOQh//+XPr5L0HwYCMBlt9URtFjtyWyWqowmc/My83MsaMwuI0k5Q1T6wIMPp2RRRcNZDBYTOefmTRZN43cE+c060RfNWwe7IipoDsQbj0dbG4Hgk7KW3Siy86F98eUwOmMLFcyvxvXGPG4solrPK4y7/t3teFwer7DemAEHkDrFtgJJX1sAtPIQSsD0KyDFjUH++OL4VjKVFqCxsLZB61qB22vlKDpeK5l3xE9mmY9u1j0Zqg5YGFmN4oIO++vV8FM1nXNgvbv60fA1VKnSnXQFlEDa0PrKaTAMsJC72aago61VcBIx3QY5pgKgZ4TYaAjmabiWBWHaQgtAdHSP/afNwmfUb3hY4+FgY5kCPScCMMcU2GkYzrVPWUriTS2fHD5kCZYqyyMiGqYq6VO17xEMMvMS3HRQM//bKaA8O7yfoZ6GDMFmaKffMWQRuonN0rnUz9yL5WAquYlA9nx+nIsZSrsjy+mehg9BzsLoLUc7Ox3VJUs6hRJWgCaDAqgTy/mgdRXs+RASklE3nvdpgJSLCz9JYAUKg4wEYlAik2ZionIe6s93EpEuuPZ5YremJQppzn48yCX5mBtX2nRG1tE+GFyPuyPd6XKWQ80LlLNHUB2ucx8nKiWshXff5KtBmJtFRBtL4EwRyEM8cyhC44yDYfbKegeQ+iel9fK4XP308+o3xjsmQlDPHMgzFEI0fYSiLVVQJKtBtKUe02+VzPMfJzstsHgF+64Yf3Pu0YTWIrpfFkBIS3IXNvXpYf58yCVHoam8yUFme74yc3seLi32kO144FN5+OCE+54QEXML7ng9HVJrHrBCe95b3vJof5Xs3gAfXqxdZ+wRo+GBaCt8cgMfGD8rwV2znsrKgAQ1mAimU1gSh20QjoRE5icAkApzEPVwZuC9oNNYK4aNq97DloD6IZwkQXQMu2HWScz5/ZVlBg/NA/jYLAe9GZd15eLEl2gj/HeshoJFqR2nXDSFO/NxhD4PH8cBe3rQuspXNRK8e5xlsKJ1By4XJRIvuvrNpKCPhpFS+YQanIKixvNcOdiNgFSOwkguf2CH3xXGw6XCpLgVHo2HEiYoSqxYh1zZf3JA26Rt+tv5uMkAcA60MTSpwMJM+BUejZcKkiC72rDCXxeR1KQ9/4aQdL4N5q5Y0YXC5SSyntHo8j3fN0GP7YMhctFiXAiNQf2OEs10+Ps74Vg9vP8ca5k8Dve0HXCqQL3eMxYHzoujFwuSuTcyHowmIXePzQPo8oPU/NSwznN6jDEHQhvhMwzXIzpjoN91bB5qpQ3JtvfZNQwbLEjVeAoOxCMdll8NXMMtwOBPd/ZRS5U4LA+9P9aYLceGIEB0EeKXRBMSM52LuuvSs6yDtqNQsnR4if1AfTiJ4mbE+HsmyPnwI6YCpo0xYQi56DFdLCs6E0B0DIIZgj6THh2/xQzG94cOQfWKC9ILzPfUQR9+EKE3xFfLFnIfnTCNB6CsUWEkhSmUdIUz0upakRHp4Jp9o/G58HeMTNhW5TrOi6moPO9miHTPg8SbdV0ezar4vCxx3KpOE0IrQLRApjQ/HOowLMRfPb2iKBbo1G9gduiE23VkGmfB/nKAiibfsb70LYo4u3+aHwenZN62gYtNYWu/1lM5gu7D7CAkF38wQJChLN47rkzL3+nKAneVLZ7m/KTu7EwwkIMujAiFmQqKW/Wwc6WLO6LIyWL6LBlzz09AL34yRau1GtjeC3nYBeT7J3L+quS7Pgdjx8ptu4ToAGgTWzJv7faQ3dL/sm0Kaa25L9sAkixTlh3t+RrOWGxlOze6za3SslYAC0uQOmCPpNFb+jWFssdZR7o7dEE8uEiDi6gNprQcIx0TOdS0H6OpG6loN3XMD088Gyoc+pG+hnvMZh+HumYbqjfwFDGi4Ndi/FvKrDUyP9My/JedZgvyDSxMILvFdKCTBOlo/det6nmZU+c76xyR8/5jgD6ZZPKnZNpU3SVO/dWe7il3LEAtDV6OiwAbY1HZlAAvdBGoeWRcQWwPZovzBNhDZsO/nJ6ggtICaWAKj8rFoQpJWh62g8tIPXx5IkuINXGO5lZ7y2biNTSDiB0Y73TekCqa6UnhYuydKsMercvCpRqB/TK5bjP1Em3/vO/t9Jje/fj8eQz17s0HJguRw3GMwJIxZfp1cMbYGtUFRxKLKIp6Nsv+JGH6b0BBH5frZCC3PbbK+Cn67Vw50KmC0KvJzqOmw2hcKU4Ds5lZcCHyfk0KchuVUcYhS8NLYNcDwv4kshuk8WU0ofJ+XAuKwOuFMfBzYZQuLPEl5Yg3ftrBEnJXq+lRXUiOG+/WkEg8N4AeNBKoDmmnw8lFsHWqCpYzZQPsuD+GUb/gSldqolYrxyzj8fTOcmBb0lKXiw9NDNHUIfRvihQCoNlKXm6SLHS03DBiS2rXBtar6+jYZL5bDqeLji1uRacPp480XDBSabDYEtAcUFE5plnSw9/WjgYvpyewKW8xUU19rhujybHFRcT/muhzXpgBAFAXynm4ew28nIjS2F+ND6PqhuM4KwMEL2sA4gQgklVBywEu1JsCoJRj6EMgrEpb0YzwoK+HTEVhilMWdKU1QDIQJ+0CI11XbvpgWaBJpdmx0QtU7jI+q5Z364sBY0u6BwlBR1vq6IqDrFwVgahpVBCBSb0/1gwoAUHZPCZLbpF9Ua8rQpSbHMhR3A/i+lnmZf8Rl0YX8yHc5LVb+gkgw3VFIwbWVYAKlsYEdUwZpL57O6DHTEV3MIIq6fg0sEaiz9G5x5d/BGvLxI1jKxkkV3getlggUsPsu+LK4aPxufJdx+sV9KtwvXFAtBkqAC0XlqXKSW7t8bjFy8lWxJE7jWvKTqkjeG1sIXRHHwwthCOpUzlQV95DHxfPwJuLQiCOy8N4IvedvYjC+FaoM/NpCmnOrjRbKqIkE2Wi2oT0QO9I6YC2iJqqCt+SRA5h1oGkQVGLQ1HrK0CIu3FpsoItVLQZhVM2u7/3gXPevBZ3FXjbvqZLR+MtBdDrK1CU78xx5fM08XK9Rh9/G0RNbAjpkLX/0xVEUpS11QBoXKtxkVst5P5Wgsj+wLJ+cAUZN55aQDcWhAE39ePgGvlMdzCyLGUqfDB2EKqh9kSWQ0bw2thXWg9vDZsHqwYQp6vfunS0XtrPHRLR7lUuQWgrdELwwLQ1nhkBj4wnnmmj6q8TiwIY7err2WSn2IpIJvCxAcr6gy+UkxeLLY54O4Kb7hRF0a1H2a25KOeQrolX/FOa0KwTWoIJtMO4HcUU9fXqyPVEEzLtXsxm2w7UooI2XQr+5msagRLAdsiargiNJr8lBTMsYCRhX0I9z/NSaWldixMZQsQEaZiCvp4Si58UTiWpHlf8SIvgIdDyTEWVBboNG7vWMZDaMWbend5P7i1IAiuzY6mhVb40rgjpgI2R1ZDq/JgsXp4A7w2bB79Wz28AdaF1kNreC1sjqyGHTEVFMzQoqfZ0XBrQRBJwyv+SQ4+K9ub2QcnnBd3LmSS47XVDl2veMHNxhD4onAsHE/JpelnhPZiESAL7T8YWwif5qS6ICmzKCIuUKiKKpU5yRbl4ULMc8J5wKph2JQ8LSA8OFQ6P1jnNLv4g5oWNo3MKndEHY1q8WeTweKP4pyWKXe0NCOicgd1GDfqwuDuCm94sM0B945G0YUY3LqOCyFcylsoPcRrmpZWCK9pbJnkmWf6WA+MwADov87STygKJX0inNXTAGhtkdfSAOA1wMwWeXwJ0IJghhoAHT+yqDrQKkIzU0SI3xE9tKxrV6V0ED3QBrAPoSYH2pnvyfp2UTeCUFMG/NAFjQW3cxVXKBbNJttqKZwY7shTbc8Wk3F9HxvMQWgViGZgtPSP+edc4NkFn/s+NliVTBO3RaOTM9ZWQXsHCryaoaw/mZ9YPIu/lWxBBBcLqJaC9ZKzWhjmt9LTb0gXRRT/s0yZwrrJ34udRdUw7hQQ6hWAHk/J1fdcd0N/c/vuGy5YaULxw5ZjmtXfaCl+cIeFCNnFkkW9HRbH/zrLuk+AAKBlUOrvqXxa9x1vmuK/u8Kb6CKeDobvasOpLuLTnFQ4nZFF07rvxc7inh3XKt5vEUAjlJIB6EYGQCOUYgH0WuG58/0xJXAosQiOTpgGpzOy4NOcVF518HQwUR2s9HQlTWVQCgE0ozroVtmbnupA9EBrgH1MlrOqgy3KMV09vIFeK0QNB2rz0m31XIeLWCguS0FjCa35nS9yBVPvgGh3wLMaPmvtrMFSW630s1g+iB036bZ6qhuU6TeWBbtUQVuU6zGqYdikriYoFV3FGmqYbhUQMmoY7lwXF5swmb/Sk57rrBqGPdcPJRbRhRH2XGcBdHfPdRZAi+c6AmjZuf5dbTg916lXmz3XcbGJPdeZxSYLQFujp8MC0NZ4ZAYF0M89Jk0LLg1uosCyboArAWRUCojpYLyJIaSkKUyDUjKE3iwEQ+3HidQcuFIcR5Kf693XAHxXGw7np6TBwcTpUgiGqWvRtfuPstGmYZ/4meihRde1ngd6Q1gdLV/7auYYV8JVSJeLGo6Or2aRwjdF/YFah+MpubDbWQYbwuqkOgkWqG6JrIYDCTPg48kT4R9lo0mid21f8t95bBS5oSrgj/UpcxD6YjZ5Sf7zIPJysdqDc6deKkiCc1kZdJvV/vhieC92FuwaXQY7R5XDjpgK2DmqHHaNLoP3YmfB/njX9sdzWRlwqSCJd0+uVh4C/jwI7h0bRX4XBj6L/54/tb8M7VcryL/jLgKt2hcHwD/KRsPHkyfCgYQZsCWyWjP9jHNjQ1gd7HaSXQBUl4IqDOUckOk3xJRu+6JAqonY4yzVLANkdSmYur5a6tRU0RgtivyjbLTUTd4omZOt4bVwMHE6nJ+SBt/Vhruvv1lPvueV4jg4kZpDdRji4o9Wypu7vjC7D6TXF4PSQ0xs1jEpb9H5jrs6zjz3mPXACAyAPlqh7WhlQBgWoR1LmQoHEmbAzlHltCTMjKPVTEkYwllOd4AvBO/6uqWnoHMI9RRi2lQHsrN+5C1KkRPCPjNFhGza9Pcj5sKWyGrqFD6RmsMlMQ1L7bqp4eC0Dn/04GA7JtoxBY3fdXNkNaxTFhRw0Rjd/rmeTZBuq6eeUNyi7Z4j1E8Fo7m0HAMB2CQaAgFZ6lnPyYlbotHHmW6rh1yleLDG17U49jslFbxZ+J0+zUmV/05/9OB1Kd3UbxiVRrI7D9jfCeekmVQ+e97hoog4J0+mTdGFs6pUPvM93SoAPRJOFrKZklPUwoiQvbslp2zKuy2iBnaOKocDCTPgWMpUdQGoxOWNkP340QrrPgEmALQsFdkm9xVfK4+By0WJ8GlOKtVFsFBqCxNe0EtFdhdKbQirg82R1YapSLbsjbp2hW356IWVbcvvFuzTUpuIHuh1xJ0upk3xuJ7OyKLJ8j3OUuraXceobH4bQN4XUMNR5E2u77IyQqMUtCkVhxs9ANog2v0/d/oEzKg3zKSfxfLBXCX9jPqNJuUZHHdqoH5jW5RLv/HR+DwKSi8XJapT+a94kfuQxP8snZPdXRSRzEnqe2d0O3ius+WYRrsdNkdWw4awuh4vNmntdkCoLy42nZk0mTuuUq82ak1M7HawALQ1ejosAG2NR2ZQAP3ybzhf6h5nKfx+xFxYxgCiOgZKiaWAWkVoRglFLAVkU9dLgprpqjsCoiVB6oSizI8sFqHJ1AM3G0IplNo0co5U+7HQn7yAuQO9VboDBoRppU3FZC1+zz/FzIYPk/NVXmEtDUfn/fUu/y1TqHdtdjScy8pQFeqxKWgWbv5eSdd+ND4PLk6bAN/VhpO060blO5/P0EwWU7Bxoxk6LhcSt+ihEHJzbnWteoutx+enpMHZzElwOiMLTqZNgROpOXAybQqczsiCs5mT4PyUNFXrOKZNHrQq6bJDIdB1OpFAmBvN0hd7FpJ3ns8gq/IbiSrku9pwuDhtAnw0Pg92jiqH34+Yq4L1+BuJxY3nsjJIKpgtblQ86OwxUuk3BF/3h8n51MWM5wCbVNdK5csWfnBuuAODlwmpfFaHsWnkHBcMbgjVVNFIC0AZz7XWuY6AwPBcN7PDQigAFUsPEezXMQtceK5zCz+LA+DMy7+xHhiBB9AcnGVSs12vOqDj+UFwsyGUJjHNpoNlAHqhvzEIu5Cboq+n0PDtiiCMbXP/6dbzPJg9HEpe3DYqkF34jqczslRpUzaJKaoARADNqgBYEKalO9D1CjPAT0/DoVIesMla/K6vOqQpaFarspFJy+HiVaVSSJjDlFWNtperIDQ6oR+3RWsm5B77zSABRvsxkNlXBZwRBrDgWUykIRTwcySp4PNoezktg0IXJ6o3Fj/pSqFtDK/ldA2y9HPXqySFiMCSS6qbKIykW5uVBRE9X7eWFoZd+NFyI4taGNaNzO48wIWf0xlZNJV/syGUgLeVnvS73j8cyoN2ZkFE67yTesl1NCNiMaZs4UdMeeP1xWzKW/Ud8ffENDsD2S0ATQbeJ07+13PkN0VfsaKL6Dyf4dJF7At06SLWkWvrnZcGwE8LBxNQyviKz2ZOUm3L3xpVRbflvxHSs2353fHCyorJaCrSZNq0275ds2Bf8UCLhW/o29XTcOB9+hnl/lU3gJTNsmWEWilodEEPdCRzKWj9xcbuQeiegmh3y2yN1E64yMmmnwc6kqn7WS/9jOWDFT7keM9XdqjidUpPv4FecrEYU+V/NgCl3faSu5PKVxbyxcLR7vjee6LbeSPEpdvZGlWl0u2czZzEebW/rx9BvNovDSC7HdYxWpN9gVRr0nk+g9Oa/NT+MrTfXgEn/+s56z5hjR4NC0Bb45EZ+MB4dulvuC3ybFJXBmxkpYBuOVoZP7JWKlLmaDWTijQDwi4XJcLRCdOk2g/RfcsWEf7QPIxADiXl2n61QlX4Jku5stB7e3QlrNHQYaB+YLOSREYfs5GG494/33Ilr49GEQC30hN+aB4GlwqS4FjKVNg1mhzf5UOaNMHqa8PmwaaRc+D9MSVwMm0KXC5KhJuNIUR/0NYX7h8JJ5//bYPKrYyQtaNzFfz0wyLo+GqWaqs+bu/uXOoD7YsD4MeWoXCjLgyuV0fCtfIYuFrqpH/XymPgenUk3KgLgx9bhhKf2VIf17ZmcSvsV7PI5ypOTfHfq/32Cvjp2waSBD4SDg/a+sLdFd5wszEELhclwsm0KfD+mBLYNHIOvDZMG9QvH0Jg5a7RZXAsZSqdF10rPckCzNEomgpmU+p6+g1cnNgszEdR+7GG8RQjDNZLx9Nz4GqFKx3/uo3OC7GAUOZCx8WmoxOmaRZj6i78mNztgFvcNXc7rGPc2t10zK8aNk+6oCYmy1Hxc3apBaABWABdBe3XqgiAlkAiFlh+nj/uoUOi81PSTEOiHvmR3fTtsq5rMx5o9Nyji5ZVO6BqBHd9cN+TSWPSa6DywmMKbipuYQ5uYgp6bV/q9cbE94XcFFXyFGEFqjga/EhSDrdqpzEpObGsigUUbEoOIQULo1kgLfvDf4ZVbSB4xjSaDAiw8DnRVg1ptrl0K3Rp/xb6zLMkqJlCADGJfyE3hXc/L+/n0sHs8VMvEpiYi3SRQFGldJ7P4HcdsIs+yu4iUXOFxWJrhjfQvgUz/mejAkI9L3mvea51FrfOT0l76Itb7HekOhVhcevOxWxov1YFx49WWfcJ4AG0qWKyd32pdx4L89oXBaqKyRCUultMpgWmZMVkLzIAevXwBvj9iLmwSUmb7naWwf54ojs4kZpDfbsi8KPFZFhE+K5vrxYR0kVSreN6NIo7rg9a5QWPMg3H/njXcW0Nr+U6WjCYwJYRGqWg2YVGcyoOM/5/fRBtFkZr/Wc1wbMGfDar3sCFTqP0s1g+iMXruAusVQGlu0a75qOo35AW5Ynz8WiU7nzU8z9LF0RMnufsfBQXRNBLfiI1h87H3c4y2BZVCZtGzoHfj5gLqxkA/aKJwlHxPHe3cJQF+1js2L4okC92dOM8twC0NXo6LABtjUdmUAC9/DHDkjB2yzpbCng2c5IrASpAUvQbonvypxvNrpRuK/HCop5C9MKyIOw5BsweSixSqwAY6MeqAG7ffcOV/twXCPf/4CroO5k2hYPB8wep4RsmXTVdtJcLadJbEzS+5SpDExOnepoFqYZDAv1YDQcH+P9Aju+18hhOLfFGyDypWuK3AeTGvDa0HrZFVcLBxOlwNnMSfF0SC7cWBBHoscsH7h2N4iC0mDSmQBATdpcLXaVCTEnKg1ayGt610hM6l/WHO0t84fYLfvTvzhJf6FzWH7pWehLg2SqUaGAJEDpe219WvdBzyWwFPt87GkUWEF51wK0FQfB1SSyczZwEBxOnw7aoSlgbWg9Lld9GpirBOYGqkmvlMdDx/CCyBVkApOwCgbgYItNv6OlZxEQ+aiIevNVHc2GCJoNxYULDvS4rIEQ3MkLvk2lTXEWLf+gDD/YF0l0AeJ6r1DdHo1Tqm0OJRRS0Pyd8psz3frXUSXzvrUy6XCk95K4tItxXdgCczZzEXc9EpZBeyenZ5ZaCA0ANoLl0sJDGxG3ylwqSen2b/KaRc2g6+FjKVDiXlcGpALpe8ZJ7WhnnrixtJoV+mAw+GkWgrKICYIsILxclaiZOVypAxB3nLqsa2eMshQ/GFtKkt2a5HaPhkOlGDLUH7DVaSEEjcP+xZSj3fVGtgoWEmLDFRTtUcbAQGnUcsq3aLKSQgWiE0QgtxD/8/+E/qwWeEQbIiqAw+YzwGdUbuDjLJtR3jS6jqoZzWRlwuSgRvqmMIioYBLJi+pm9V5nQwai0FKJ+Q1IWicngD8YWwh5nKXfOuTsXRTUFm8jH74sFhFR9s8eP3JcZJ7lR+Sd1rzOgXfTLd73ixalvcA7iOWf1xj/EAAAgAElEQVRU/tkdvc+lgiRe7yPsOmBT3haAJkMLQGsmI9/1JSW2f2CSukph3jeVUbQw71xWxi8OpjAZeTwlF85mToKL0yaokpEYkHC3iLDbygP2uBooD7Q0HKg3QeXB9uhK2tfAnk8tTAp6hk4Kml1kDPScCAMdyZyKQ9/9b7aE1hhEu/UnAc9m4LNWtwCr3hjoSIZAz4ncYqdW+nkGk37Gfh58/kFP/fboSs5TLGoiVPoNHSUMl8jviRLGjQJCDCCJOx0uTpsAZzMn0UT+3jEzf/GFpnNZGbTYkS40KUEoWji6zUHuCSZ2OlgA2ho9HRaAtsYjMyiA/l0fmhhEP/LmyGpVMRkmkllIdCo9m0CiZ/11IRGCWbEUEAvY9sUVc0oMthTwGR1IpFeGJk2dMmCKdV1r6QekoN0I+rEAbhvZynytPIbCMPyeIoATNRyYdP2+fgRRnGxzSF2///zvreoU6DYHUY40htAU9G5nmWa5Hj7woIpjR0wFHBlXAOenpMG18hgCwf+gFP2xEFpwLes5LLkHk78EEbDzjjcBKW19yQse/rX1Jf/3d7zJP/eXIO5B3sh5yrmpWfj8ri9ZiFgUCNfKY+D8lDQ4Mq4AdsRUUPWG1rHBssbdTlf6+WZjCEk/K78Nm/7nFCmsG3ybA7pe8YLv60fQVLBMvyEWVG5i52J5DHGSs4shev5nZTFEBma1NDSsG1lvoUl1zhmUfyIMZj+zwY9XfuB5zu0AwPNc+Uzdxa1n/eFqqRNOpWdzi1uyUtVVyuIWeq5xR8fZ31klhAAMgD5WywExzhuMRWEMnD2dkdWjojBWT7FW8R+y6oOPJ0/U9iPvDZAuUnWriHBvgNvO3e54oF8Tkt4IOT/JTofLRYmkcFGm4WATmZiwNSh+Y78rl4LG3xS/r7JdFkvuPstLhjOTJlMVx46YCnhTARYrhhAfNDpDtSB0tL1EVVqFoIIF0bht29F3BAXSWn/4z+D2ZxY8IwgQS6Ci7SW68LlpIFmIXjHENf92xFTQ+Xdm0mT4LC+ZlkRSHzLOQcX9rEo/6yyEiPOQpoJxx4FEv3G9OhIuFyXCJ9np3OIAJoOxLLKn/mdDJ/negO4VEMoWq3XOuY8nT+RUMDj/tDQj7hacns7IUkF2LtF+JJxb8Dl+rNa6T4DrPnHqzIvQ0bnKGJTu8aNlmvdet0Hnsv7Q8az/L741H92wG024YdkiwjtLfF1b8zdpFBH2wAPNXbcV565mwaNMwyGB+5g6xXT5zlHl9B7GLhabSUEbXdvN+aBdEJqCaKZsVhNEuwOkZf85GXhW4DPfMcD3C+h5n/XuOWbSz+wiGV6Ld44qpyldNo2vCUlZ/YZWUR4zF9k0fnf9z9ICQnSSr/Sk9y0sIDRyvaNqR8/1/nOpdjqe9YfOZf3JIjOWQe/xMwT7HZ2r4NSZF637hDV6NCwAbY1HZlAA/ZqdArELuSlwOOkp2BpVpUpGIhATS7uuFMfBTwsHq3QArKf1TtdazVJANo2JyUhZGdqGsDoKvb8uiXVB732BKuhtVET4aU4qvD+mxLCATVoKuF6ddlVpDxjfNaZO8diigkCm4WBdv/vjBdjYyidPtT6XTUHffsEPrs2Ohk+y0+FQYhFsiyKpb62U74uDyVbjjQpo/Wh8HlzITaEgUAWhr9dK08fSNBezSn7nQibcPTMOuk7Gwb2jUXDvrxFw/3Ao/bv31wiyVexkHFlVvpAp9ZVpuSVpChuLERn4jAsfF3JT4KPxebDbWQYbw2thFaPekKXD1ygamEOJRfBJdjpcmx0Nt1/w49LPYjpd5WHeFwgPWvtwixL744t13eBYErktqhIOJz1Fvet3V3irvMiaOhjG/2xUeigWcb4/pgQ+zUk1VUDIwWDlu3Y86w9fl8RSGKz1mbjTgd11oPWZrN6n/fYKlfbmp4WD4UpxnKpUVbyW4U6HrVFV9Njigs/Z1+zWAyMwAPpEPQ+KNArRvq2JgC+nJxjqKdCPrAWKRB/txvBa2B7tAkVnJk12gdkFQYagqFtFhKcTyaKGAkq6XvHiyhbFQjQ9D7T4ktQkfM+VAmjX1XCgA19Me5t0DKtS0KILemc/oh1ZraS+FwTBtzURcKU4jlNxvD+mBLZHV1IfNKt4YiF0DpOWi7dV0bQcu2UbYQUmon3ssdDPNooD0lp/CJz72UaBjz2WJp5ZCICpZ0yhxduqaAotRwKfUbkkzj1WvXGlOA6+rYmg8+/eag+SONvZT+5+Nkin6zq6UWXVyvjINfQbLJhdOdS9eajlf8biT66c7xUv1zz8SxC/ENKdAkKtha0FQRS0n5k0mS5ssXNPy7vOLmzh9zTSjHw5PQG+rYnQLP5kF7aOn6i37hPAA2i9cjKuMA/VbKiK+AXKybSKCFvDa90qIuTKyd4yAafc8EBzC4ds6tRIe4DeXeXY3no6GL6rDYerpU74onAsnJ+SRssIWbjfGl5Lwb4sBS26oMfb6iDeVmVKxSGWz4refymEdhdEm/7TBs8y+Cz2C4jltmbUG/G2Khhvq9N0P4vp5zXKtZiFpFg+eH5KGnxROBauljrhu9pwuPV0MHQ8P4joN9BHbqSJYNL47sxDzV0OskUmJo1/+wU/t87x1vDah3aOd6dslKpNNjLJcr1iR2WRyQLQ1ujpsAC0NR6ZQQH0//Kibli2EI3VU7CpQdGP/EXhWPixZSi5KCMQu1pBncxcURhbCii4YbdHu9ywbDJygT+B3utC62HnqHI4ljKV+GgXBJGHPTM+WqUUkP2e6N1lwZ9WGvmj8Xnwef444vvVcE/jDRoh3J0LmeSmv8YDbi0Igi+nJ8DxlFxNDYeoW0DPMD2+r9vIdxCKHrnEK6ag0QX9qgN+bBkKX05PoJ7jN0fOgVWKa5iFrbjyjqqJTSPnwHuxs+BYylS4OG0C3GwIdUHoXT5w/0g4dJ7PoC+beq5H2Zatn67XQvvVCui4Ugwdlwvh9qV8+tdxuRA6rhST/+7rtZpbFjVdrgpE6jyfQV5od/lQ+HyzIRQuTpsAx1Kmwnuxs2DTyDlUTYJJDxbKv6AsCrzJ+LG/nJ4AP7YMJXNBcT+z6WeVBgML8pQ5+GPLUPiicCzn5zaaD7udZMHny+kJcGsBmVcP/hIEdy5k0sUX/FwtFzPOfdb/rJW6xmTwgYQZdO7jHBRLD7W86/fX9oVbC4LgclEiHEuZCjtHlcM6RXPCfmbTQJfrnfNcMyWceL6pCk47lhHPNRacrvagx1f0XIu7OVAzwhZ/4vc8+7+8rAdGEAA0q6dAKLbNIVUCsHqKHTEV0q29vbpV/qUB2gV9bhYRUiB2ZpzLR6vhupaBdkxkupM8ZcGfqOH4NCcVvpo5Br6rDXd5hrEEB2E7W/4mlBEapqAZtcq9v0aQ5BJuj2cKZDHd/kl2OpxIzaG6Bxa8Lw3mITSbmJtob1Al5nDbNgILVHMgjMZkNP752GPpH/t/93UkUOiMqg0EALj9WUygTbQ3qBJoCJ+XKqWDCGLx9ziRmkNT6d9URnHFuHRb7t4AokZhfxOz6WehlO/umXE8lFUWe9oXBcJ3teHw1cwx8GlOqkq/wS6EuJPEF3ccaPmfOTey4l2/e2acKRWMbgGhqPZRNDAPQ+2DW9t3xFRwmhGp8mabQ73Yc6PZAtDKUAFofNYTk7piOvItVznZ7Rf8uHTkF4Vj4dOcVDidkSVNRyKcYtORzwnpSC04xaYjEU6ZTUeey8rgyrFxYbA73l0W/JlJnpoCfwj3heTpTwsHqxzbovoAtTbrDVLQRd4tMM2zCSbb59EdLqKKQ0u1xPqg9SC0eyBa/JODZvHPGDzrw2ct7zOqnkT1Bu64mWyfB9M8m6DIu0U3/bxe0USwJXmsCoZ1FP+0cLA6iW+k3xD8z6aT+Fg06q6PXFk4Zcvoz2VluLXLAQG03i4HFkAvfpKc4+wuB1xkku1yOJ2RBZ/mpMIXhWO5XQ63X/BzlY2+1Ue+y4FNljPvrBaAtkZPhwWgrfHIDAqg//cTuqlBsbiLTQ1+MLaQSw2KRWwcKGLh1J8Hwf21fakf2Sip+KKQAr04bQL/mQKUxZulmD5lPdBmIRwWLp7LylApAXTduwgdhcI5VJxg4dx8JvE6nyl/wxQ06xrGFDSbMlelXhX4ff9QCCnbW94PbjaEUhXHHmcpbAyvhZVDG+nnyyA0JqF3jS6DI+MK4OK0CfBNZRS0LwokULCtL3nRPjYK7lzI5EC07KVTfIhBKN3RuYps2by9gv7h/w1hs97DOfdgjunFC5nk2O8NgAdtfaHrVQe0LwqEbyqj4OK0CXBkXAHsGu1KPsvgM/4WK4eSJPAeZ6lLvdEQSpK5bYqOQoHAslQ6TediIphxc2P62WguoCJCLKbUXYxA/YagvDmXlcEV85lZfNHyP+P3pTsO2Hn/thfdWXFx2gQu/f/i4GbDnRXoub6/ti/ZWcEsMnELW2IBJ7Ob44OxhdxuDrFQVW83x9n//YT1wAiu+8SJvzWp9RToDGZTmd0oC2tkFgZkTlqtIsKL0ybwRYSYDGYK+rqtBFBAuyqRuaw/TWR+OT0BPslOl35PvcJFGfzD7ylz7348eSKB7Qz8E8sIe5S2VRy8VPdwJNyVbv+D67dlIfT5KWlwMm0Kl4R+c+QcmoTGBc4Gv/lQ6cOnoXHrNkILTM6FOQphhKMAhjmmwhDPHAj2zKJQOsCRRv/8HSnc/46wOdgzC4Z45sAwx1QY4SiAMEchTZ7hyz9ufWZTz5U+rmsfvvyvZkohMfl8Mm0KnJ+SxsFnnHf3/+BKyaJ6487FbNPlkIapdKZ8kF0EuVSQBB9Pnih1keO5ZrQIIhbzyc61T7LT4cvpCa4dB8v6q3YcmEnhGypvdK4pF6dNeOjXFFW5qcE15cTfmqz7BLjuE6fP/k91UlfLD7vLh4ekLw1Q+WEv5KZIIakZP6yZ7fmsH9ZsQZnMA62pPmA90BrqA3c0HLruXTYFvctHCv9+bBkK39WGSwE/pk+3RZFrOXsNeY65nlc9oVZxuAOhfeyxnGJJq3RWF0QLMNoITGv9s+x/nx54FuEzq3xid92Ygc+ieqPqCdf9h70+rVMWAnEnCrqfRUD6XW24OqGLiyDYm6Okn/Vc5N3Vb0hVMOh/lqhgtPzPZopGzXjeWc2OGc+7DO5fyE1Red7vvDSAh/u7fEx53u90rYXTZ/+ndZ+wRo+GBaCt0e3xn//5n/Bv//ZvEBkZqfr/HT16FJKTk8Fms8HAgQOhpaUFOjo6VP9cV1cXPPPMM+Dv7w8eHh6QkJAABw4c6Na/DwXQGwZy3lRZKSALbtDVimD2k+x0uF4dCZ1LfcjN5kg452RGVyuFwRJX6+mMLHh/TAktYhPTkTIYzH2mGQ+0AOJOpOboagjEUjSq4VgcYErDQcEjk/a+VJAEH43Pgx0xFTQJKvqn8XPFFDRNX7OQX/AN333Q6kqan04kL8PrCfT8pjIKzk9Jg8NJT8GfYmbD+hFzYfmQJpXzuImB0K8xEPpYylS4kJsC18pj4NaCIKKA2KikobGYRyP9pLelC/9wnuA/j39a/znd1OLhUPJwsJEkM28tCIJr5TFwITeFpo43htfCawx8Zl9UcBvc8iEEUP4pZjYcTnoKzk9Jg28qo0jx4HqinOk6nUiTuZiEZ73cHBxVUshi+hnnn8zDvC60HnbEVMBH4/Nc3mklFay7ECHqNxYHUP2G7PzW0s+cSM0xXHiR+p/byPbp69WRUugt7nLAAs73x5S4CghFtzwDvalqBT/zSDj3mZ9kp9PPZN3ydRrnt/iZZzcM/NkfGH9t9wgAFkDP5720J+PIItcuHy4dfLMxBK6Vx9BU5qHEItjjLJX6kUUw624RISaDsYhQlVZkS9G6CcWok5ZNejOlaLLyN0yfLh/SpKs/YL20rBZAS/nwdUmsK5lplIK+uUB3W63s+onQs+uEkyS/dyn317V94e4Kb+h41p8k6Mpj4IvCsVwSGiG0qCBhk3Nl/edDkbdr+zYmopNsNRBvq4JYWwXE/P/snXtQVWear63TqSCgRm1No40iIIjcZAOKgFxE5CpCAAEBRREEFaJj6yTGxNGxTEy8jI5jjGVCkcRjbh6NJh7TOurBaCFBGzUxltGo5QU1xhsoN+ec9/zxrfdb7/rWt9beQNKTTu1Vtau6DQp7s67P93ufn1M++DnlcEXHcOfJMNx5MofS4svDeRL/GlRs+DnlQKBTPgQ7ToPRjjM4eJ7gVM7HnrP6VEJBvxc1yTNRQYG/A5p8/jFzLDQWBjJA+dIgts9tVHoLdvWHjoPuLA2F+50NxZCaVJmQSDdKP98tHQHX84INlShUdyP61o30GwjeZSl8TRmmeKwpzvXuLva0H/fXT1WQY+37lJhuFRCKoB3dqnss+XAoLItPGzQWBsK9uZ7alPeu/sy3Xh+q8a3XffOi/ToBegBNk7qmqggCqJ4sGwBNi1zhXrkX3Cryh6s5oVJXcWeLCEU41VkP9M5RhVIPNAWAUkBlY/lbZzUcus+WljzamII2+3w/C5zGFSfrBW0WqjiKFBUHLirKpltGOGdqSgltKZ0V09BGIFoHo61AaRE2i9BZBp7NUs9mJbdYOijzPk9wKueLn7nPscVPVG9QPdB6JYX/vpLQlbmfr+aEMvezrelnUpJHU/hd2f9sLsOULDCJCyCi/xld5F31P9Nrm60FhNY+36ZFruzzpQtMZmoT4bO1A2j71t3NDqDtW5e269evg5OTEzg7O+tuGhsaGqBnz55gsVhgy5YtsHTpUnBwcICkpCTdv5OXlwfPPPMMLFq0CLZu3Qrh4eHwzDPPwNdff93pnwlvGBveG6Ip6KOlgFgWRgG06IdtiE+AmwVBzFO87VnoOOiu0QJoysJoEWG1NpWJadDV7nM1UJY6aa0CKpkHGlOZQkJSVn4oQjFTDYegBaAaDgq+KQBE2L4vJJcXwIne3xeVxPc6T+bDPRiWDWcT47hzWJaCxpsGrgBRPuf2r30ZsF7rCA8XDIVruSHQEJ8AB8ZMge3+M7gPGkem6cX7L4PVcqxtCqQ7Nm4ynEuOhet5wXBvridTcmx0kBd/KQ/etowY2vKSjoDRkkOxwGgj27/uzfWE63nBcC45Fo6Nmwx7g6dy+LxsaIXGhY3vHUewNwwvh+3+M+DAmCnQEJ8A13JDmP5irSP7XL/25cV4VIHR8X+rpelndHKfTYyDg2HZ8KHfTFjnydzTNP1MywffHTkL9oXk8n2eLoDIEviaRQiiu7FFv0ELOGkZoG7CQTJtIC0DXOIiXWASnesLB6mLWl+NztFOG1RrCwh15xRM/B90h6fb2Gd8syAIGuITdJ53CqCxWJK+T1q02PDekL/rDeNv8RoBIABoUQ0gjssvG8DH5S+kRcGpuESpHxnBbGeKCGW+Vkxlcg8vTWUqvtYue6BRC4AwliRQbfXv2qrhkJUO0WRmbfQkOJsYx5O3XDlCFAjSFLQwWmsIPqmKQ3HxchiI+pENPaFlRT9oWuQKP5d5w82CILiUEa6D0Dv8GQCl7x/BxeyBaho6s08FpPWax0F0rONsiHQsgTDHmRxGBzkVQqBTPgQ45XEoLb78nHIgwCkPAp3yIcipkEPnMMeZEOlYArEEPKcpqTNMPc8mD/5UP7GNFNNR+HwpIxxuFgSxxOMiV1ZItIF4n5VFD9znrKk3dAsBMvczdXKvdeRKCkyin02Mg9roSZpUsKxErDv6DamHnCTwEbrborsx8z9zr7wwbYBe+e+Sxlv1yttSQEhBO/Vcn4pLhAtpUarWRyz8xIV28j7/3gD6t36dkAFoDaRqiID24/7snIoLK1vUIsKmxYN5EWFXR/RtKSKUOWKXDbXdA43ng+t5wez6I47ob1MWZz4fAB0H3dl5Qekz+SU0HIYFcGLCXPh8m18axFPQogsaU9AI+DGBKi4az/3TizBLWVCcIvFBdxZCmyk59CBaDqMNgbQJcBahswiezZQbnYXPovd5ynNsAXSWoN6gUyjvEkBK08+i+/lBpbumIK9ji7IwLSZ0DYowfyn9hubY/nwA2/+36RU7d4p94XpeML9/sNX/jIodW/zP3SkgFBU79ys82ISD+PnueV57bJs43u0A2r51d7MDaPvWpS03Nxfi4uIgJiZGd9OYnJwMgwYNgkePHvE/27ZtG/To0QP++te/8j+rq6uDHj16wJo1a/iftba2gqenJ4SHh3f6Z+IA+gMPTUHfueRYOBSWxTURNK04eyC7UFIvbV1MClzNCWUFfZu0yWDTcfkdzpqCPjouv1iAweK4PPVAt2/oqfNA44MeVX9wR6ziZKbfE7UACAFpSZmoQBCT19YgYEeNDzz9oCf/fGkZ4Ybh5RwC0hQ0Avd3RpRy9y9PQa/upcJPxTtMk7e0mK3l2xh2M1Clqjh+zBwLdTEp8GVIHlT7FsM6T2MQi8m8Nz2YE3q3hek4Tk+Mh8tZYcxJuniwWkZEx8Fx3FC40X7cuo7fbOO+Iaae8c/wa560bVRHD8mND459acaUlbKwpsWD4acSH7icFQanJ8ZDTUQG7LYUQJXiwMZkmBF4X+fJEvdfhuRBXUwK/Jg5VlVvVDlAx0F3pqIg+7kmiY4+bmURoG11L55+Rhf4OyNKORyl6Wdc/NgwXFs+yEv5PugJHTU+Vhc/xCSyTAFD9Ru4+LFeAe+o2OHHmVB6KDvO0P+Mxxn6n2VaH7q/i1ofXrS4w9lU66NJem9iRYtXc0KhLiZF41tfOKhS47J/mRzbh8Ky4FxyrKb0sOEDj7/rDeNv8RoBoF4nvjn5TzYDo9sz/XRgliYzVw3rWhGhCIzOJExgiVQTYGSrB1oGxpovZ8q9tEqTuwgBD4yZwhUIqAZYIVEDyCAgjt6alRH+MDkSbuRb+Mg3T6ES9QMHZEpCk8JPU32RkYpj32C1LGytI7Qs78/H5EUIfST8BQ6H6Ai3DF5MU0A0JqJTnOdCgtMcGO9YBrGOs2GcY6kGSI92nAGhjkW6F/43BM7jHEsh1nE2jHcsgwRFtYGJ57y+rOxJ9tBPR57xoRQTUSJ8frRwCCsdXOuolhHtG2yo3jDTUukWAW5M06afUYVCEsE/l3nDjXwL/DA50rR8kI7Omy1+vEw+g83es7kC5sCYKbrFj4fz3QyPM7rw3OmFHoPjDBe0fswcC2cSJthU+GmtgHDVMO2kgQjapZoRgwWtb07+k/06AVoArYOkt0v4eUWXkhQ1EQog/XuVlJl5oDEl+VEAg4Bfjc6BmogMqItJgbOJcZqU5P0KD9sgIB3TR09sJzQcsj4VQwgoKYHDFKqYgj6bGAd1MSlQE5HBNSfo2UbAT3U+VMVBfdC0bDbIqdAqhO7vFMwhtFkaWg6inycAWQ6l5bBZC51tBc+o3HjOMUCq3RDhM5YOYtmt6H2m6g3UcNHiQUzf7wvJNdzvePr51YHyEkyjxQ+DXh2b9Rui312m15EsfqDGS7bffTWaTTd8FKBON5j5n/+eJaPNLw3S601k0w3XpuqmG1o6NtsBtH3r9mYH0Pat01tNTQ384Q9/gLNnz+puGh89egTPPPMMLF68WPN32tvboVevXjBr1iz+Z4sXL4Y//OEPmptLAIDXX38devToAdeuXevUz8UB9P8cwVKSq3vBvXIvXgpIfa20iJAmg6kagBcR7uoPbfWh0iJCXhhWHwpPd/XnhWGXMsLheFQafBY4DTZ6lWnAGBaGUQ80Lykr91KBrIEH+nHrOr36Y4mLphiNgjEZCMYx/ZPjk1QfrqJgMNUg3ClX3yspI0T9ByZCZenr15T3K6agm5e4sJtb9OLemKZRgPDk98Ml0Hw1h33/L9jfefLqQLhT7AsX0qLgeFQa7LHkw7sjZxmqKKiOY50nS0J/FjgNDoZlQ31sMlxIi+KpKD6uil7S/a68iInf+OBN970F/MZb9D5rfNB4o3NvAb/Z0dxof+3LbnaUdCLVANwsCIILaVFQH5sMB8Oy4bPAabDNp0RTOGj0XtcopYN7LPlwPCoNLqRFwZ1iX3jy6kD+2bfVh7L9TYGieOOGv/umG9NU3/kWxf0spJ/XK0WfshQy7neowdCUDyrHGFVSSPUvioIFvecnxydx/YYMfNOFHlr4yf3jRIVhOGmA/mcbzye40IPnk+NRaabnE2kBoeR8gqobmvS2+XzyaR9o+J8j/m43jL/VawQAAdCnFmsTmnTiQCgi/KnEhwOjX6KIUByZ320pgENhWRzK0nMQT2YqxWhd8UA3Na/gMFYD2rc72VwCh+PLtmo4RNiOpYuoB6iLSYFzybGqh5eCQLMUtAkM1JXfEf/wk/MT2QPlES/23nc4M1C01pGPcmNZGEJo/AywKKzat5iPyItpcATRRf0ZxJiijHOn9ZrHYfREpzkwwamcQ+loyQth8wSncpjoNIdD57Re8yBDSZrl92OJZwTPYuoXR3KrfYt5IRGqJyh8vls6go86t691ZOfEHc7sPHvEi+kZzk/UfPZGZZDSRQ+z9DNZ+ED/+LnkWKiLSeGaG7rfGUFZa/oNut9ZLcFUHsIRzCJ0R6DWWf8zL/wkrmu8liNsPxSWBbstBVKlT3cLCHFBi79PiWak5dsYzYTBN6cW268TQJ4nzvyr1BOrSenSIkKDlCSeWy5nhUnH9LGI0JYxfWspSZkHev3wcp0H2tATqyhb+Jg+1SB82kc9P9RZ2AIGplB/IQ0HAn7p57uzr2kKWlQh4EIqTZnjRAVdOJZNtKSSUkIKodHvL4PQA5zHQH+nYF5OKEJoCqKtw2g5lBZhsxl0puBZBp/7Oo6C/k7BvPRWBp+xdwDhM5YOpppM4ODCGE5Aienc2uhJUvWLYfp5Z199QR7d734p/Yay37WeGafud1+4sP1e0L80LXLlijYjv7vof8Z7h874n8UCQjO9jlhAiJ/x5aww4wLCbeo1Qfr5SvzuDWf+1Q6g7Vu3NjuAtiC3VbUAACAASURBVG+d2v7rv/4LAgMDoaysDABAd9N47Ngx6NGjB3zyySe6vztu3DgIDg7m/z8+Ph5Gjhyp+7r//M//hB49esDevXs79bPhDePfPg1Qk8Hz3TRgdpMwpl9KgBEmFjGdaWsRoc5Nu8iVu2nRyfyakEaWeaBlaWQc05e6aS+la9LIVIexzaeE60bE5PWyoRUaD+/F9Ajm4VVAlVERHELglnNx7MHqvWc1ZYSHwrJMIaSYguYFeHM92ee83UlNYD9coklgi8qT9uP+DMhsdICmxYOhcXoAnEuO5WV8W5UyvqVWwOybCgTC8eRj4ybzhzY6Gt72lrP6cE5W4dtOhUHLtzHw5EISPL6UDs1Xc6D52lQGFxtnqK8b06D52lRovpoDjy+lw5MLSezGWmlY5ukOBYq0veWsGU1G+HVs3GQ+Fv62kkg0g89Llfe4lZQvnkuOhcbpAWzRYSMrlmk/7q9TQmgSyA+XqAnk7U7Q9kZv7gCvjZ5kmH6WLT4cCsvSlg++xzQ3LefidPBbB4JxYWmuJ9dvoH982dAKXRIZtRTbfEo02g+ausbUvcy1LvM/UxezzP/8ogt7v+ic5q71Ra4613pnCgiPhL+gKSBEdyHV62zyKtOA9ofz3XjS+2+fBvxdbhh/y9cIAC2ApmBWA8k+7s0nD5pfGgQ/l3lrCvoOjJkCu4IKNMngrpaG0XQmumm5G1mZxujYoiSA9rtKtRRW4Ri6eG9M0xfBCeVoFI4ZJVEpeBWBiAjbxTJC9D8eGzdZk4K+V+5lmILGFC5NQdMFI1MHMT5YXs5UfdCHPNn5FksJFV8rTULjKDd1ieLDJIVEmFKkILp0IEvTYSp6ynMsVZfRuwLSFSidqoBp8ZXaax6k9ZoH6b0rIENJOk95Tk07z/ijqt1BCIlpKPowKpaNIfDHh31eRIQeSCwd3PM8cwOj9xlTwEra3ujhni6Q0/SztAiSpJ+xkA/3uWPjJnNvq1g+KIOy4gO6CGWNkvc3C4IMi/nwGOP7mwF0N/U/145ii8kfs+MXp5io67o+Nlk6ZdCdc8muoAI4MGaKpmjx5zJvaH5pkDrZ9XFv7eIOAe1/LwD9j3Kd0ABoW4oIqSeWJHR/LvPuFKiyVlRmBKDFojJbQZWoQvi5zBseLhjKFkFpElW4B5YmUbug4ZB9vvycLbtPNklBi6oTWRkcPX+jPmuecu6eRnzQtJTQKAlNiwn/5BwJA5zH6JQcRiDaDEZ35iWDzmbgmSo3BjiPgT85R+oKB2XJZ1o6iN7naYr3GSculwrXI1n5paiGME0/y567lGuTrHywS/oNa8l7YZ97/Mrz8HDBUD69I6pfOrOwRAtGjQoIO1MwarawpCkgfKO31q9tQwGhHUDbt19qswNo+9ap7T/+4z/gueeeg59++gkA9DeNn332GfTo0QOOHj2q+7tTpkwBFxcX/v/9/PwgLi5O93Xnzp2DHj16wDvvvGP4c9y5cwe+++47zevzzz9nI3P/yyItKhML+hBAI6iyqRTQmrP1vWel7ukVwpi+6IHGNDJ6oDu2MC9yy7cxmlQo1wM0r2BO3PpQBhDXOsKdYl+uGzFz8VINB75XEQZS5zWFwE2PVzFAhjBQKKGzBUSu81S/9+mJ8XCzIEiFoZ8PgLY6C4O2Stpcp+K4U84+7yNeTGew1hEeLRwCN/ItcDYxDo6EvwA7RxWaQmixpAnTQwiC8OENx3TvV3iwRmYsaMIV41392b520B06anzYzVGdBdrqQ6HtVJj6qg+FtjoLu6Gp8WH7yr7B7O8riRlejLXEhY91Xc4K00AvLCra6FWmK8Uyg887RxXCkfAX4GxiHNzIt8CjhUNY4m2HM4P+5yeyRLZEvdHUvIIpX+osbDxZgf43C4Lg9MR4ODBmCryv7G+2LjxoSihx0eNypiZ1z/3f4vFFPOv4val+w8g9jlqKO8W+7L3v7MtS39em8n0Nb055wei3MeymbItaMCpLXc/9k3aRZ4XbPLmLWXJ8mTnljUoPcWEJAbRYtCgrGD31vyx/lxvG38o1AsD8OlH/t5f1oKw+1DC1SJPBZkWEtqYWRT/t/tAcOBGdylPBd4p9mRpBGJvvqPEx9ECLSgRZMZ+ucNEGDQe6eEV/plkZHIWjr5Mx3B3+RTyNapiCRhe0oEASYaiRBkI3XitRHHGvowGEbiwM5OdfHJc/MGaKTePyFByWDmTFgEX9GdjI78dgcu5z7DWFvPDP8vqylPO0/uzvFQ9QoTOFj9bGcA+MmaJxvF7OCtM+hIrwGf2uEuWUOFZv9JnroL+olHpPTZ3L0s+YukclBXUim7nHX3TRTxhsJu5xm/QbQjFfV44v1Plw4E50Po8WDuH+53PJsXAiOhX2h+bY5Fm3dZpCLCC8lhtiPE0hFBA2Na+A+r+9bL9OkOtEw5l/tQqrNEWEO/t2qoiQjupbKyLsigdaPEegK/aTwOmmrliaRtWM6tui4RDSkmZdKRQGGnq2aRpVkoJuXdkXmpe46JLmCPplQBDP3VTtIyqVaCmhLRB6SK+JMNg5Fv7kHKlRchiBaDMYTYG02Yt+vQw6G4Fnqtz4k3MkDHaOhSG9JtoEn2npoKiAEtVbWw0WPBCMisnc5iUubH8zST/ryi8l6WfZNcpQv6FMNVjTb8jUOjg1ZuR2/yRwOne7d1WtI/qfrRUQUrWOzQWEOHEmKyCULCrZAbR96+5mB9D2zebt559/hv79+8PatWv5n4k3jR988AEreKqr0/39adOmwXPPPcf/v4eHByQnJ+u+7scff4QePXrAv/3bvxn+LP/yL8w/JHvV7w3XwuDCQDg9MR72h+bAu0oRIUIjfKj7y2AbSwEJDMZ0mcaNq7in75aOgO9TYriTGb+nzAONqcXjUWnwY+ZYU/WHBpApTuSn+wZDx5ZnOQg+HpVms4YDYdXVnFB4tHCICoFPhWm+ryYNi99XUkR3YMwUDfyWwciVw5hve+eoQjg2bjJcSIuCu6UjGOx/j33Wjy+magAd3jxgIrbpxjT2kHfQHZ5WsxXph/Pd4HpeMJxJmACHx2bCZ4HTOISW+ZFpgmy5wUMc+jJpagxTIa2r+rCbpM3Psoe6agcGkz/twy7mu/qrr5192Z/vcGZft+1Z6Nis3DzjmKaymo7pO/SQymAXddeJ8Jl6rrcqipHDYzPhTMIEuJ4XDA/nu7EkVDXzPreeGcceHEjiXZM6v1sBjy+msoer956FluX94W7pCLiQFgXHxk2GnaMK4W3v2bBy2DzpogOFwLjgIRZQonta9I5zJYXiO+/Y6ACPFg6BqzmhfFHJVv0GHl/3KzzYje2+wfz7yhZ4ZCoMenxt8ioz9D+/7j6X+5+/T4lh/mfFxUxd55iq00BvqtZRoLdYeviXwdrzF37PdxXofXpiPDQWBmqgd/3e8F/9hvG3dI0AML9OnGxY2ilv6418i2kRYWe8rTIP9JcheZqxeakHGgEZTQSTZKpRMR9PaN6t0PuubdBwyN6rrCTNFiCIie+vRrMU9OmJ8XIX9CZSjEN1EMRFLEt+ywquODRCHzF6WwUIjU5oCowQZOA4N6bp0O1IHy4x3bRcAo1okrV0IHtonzWAwWV84Z+VCmlX8eFzuds8nmqkUAndrpgywzFnfNCnD6DofJbBZxyr5+knwftslDqn+xlXUaD2BAvaNsndz6cnxsOxcZPhq9E5mkRwZxY86Oi36FjvrH7j8aV0q/uZZsLg/iJt4luywCP6n49HpfGJJqPzSFd98lhAeCPf0imf/MmGpfbrBHlRAG1TEaHEFUuLCK/nBcPF9Ai+sGUEqzYMLzeEVWYAujOwiiZSMS15IS2KLwhqNBwIqwQNh8YXawUIGiVSW59ute7jFVPQ6IKWKBHwc0bfthkUlOmUyp9n52MsJTSC0FhMONI5WwOhZWloGYg2gtEUSNvyon9PhM5G4FlMPVP4PNI5mxcOGsFnLB0sHqD1PlMNlNliB3qJr+cF6/c1VL5I3M+YfjbzjhvpN8T0s9mCR3vtKL1+Q1xUUva1K9lj4EJaFJ9qoIn7X2JRCa9vskWlDSafMy48X0yP4J+zYQHhrv42FxDaAbR9+yU2O4C2bzZv5eXlMHz4cGhvb+d/9ltMQH/zv6O5mqJlRT9dMhiLCGlZmVgKeCI6lTtqOzY6SEsB+di8Us5H08j3Kzw03laxII16Ww3LyiisIkoKqSLgg546WGWk4aCFcB8FMF8sQmD8vh01PgwCEzWBrowONQGKEgF1DLuCjFPQ+J7XKCWA+0Jy4eT4JLiaE8rA6FvO7N8kPmL6/akSovnaVOYk3u/KSglX9YH7FR5wLTeEQ2hMQq/xYMWE6HrDCz1NE4kPc+iNPBiWDbXRkzQ3542FgfBTiQ+7mC9yheYlLtCyvD+0ruwLbW/0hra3WDIbX21vOUPbG72hdWVfaFneH5qXuEDTIle4X+EBP5X48NFMvImpjZ4EB8OyuQdTfDgVU5b4PhYrN4BrSPIZ4fO13BC4X+HBfsdVDvB0vyu0NkQwoGP2OaN3+2P2vh7Od4OrOaFwcnwS7AvJhSrFuS2WXorpZyzb5NoVdJ0f99eVT2pUMxdT2fG83YmXfF5Ii4KaiAz4KEBbfGmk39AtKn3Q01xx83CJdlHJoFzUyP+8xmOOxid/v8JDl7pG4E91PrT0sGOjA3esn4hONSw9rHRRCwjFpHfLin5cNfLN/47+1W8Yf0vXCADz68TJhqXS5KJREWFjYSBcygjnoExUUxilNM2Si+hHRA90TUQGnIpLtKoI0HigO+uoFZ28ooZDcdReTI/g7xWVCFXK6LKYGpOld0QlAqagtwlQUExBa7RH24h65Lg/B4M8lWvFR4zv3VYIjU5os4IhTEMfCsvio/M7/BmI3qqM2a5X4NGqYWrZ0Cuu7OFxsfLQuXAQ20/E18JB7L8v/jP7+ldImdiqYXPhTY85sH54OWxS0mXVvsUcJu0LyYVDYVk89WytWIyXD9kAn235nLnqRUmbt54Zx+4TUE2wTauXkqWfcbEDCz5FOESnXOhxJabvNhEnMipfTk+Mh4vpEdyxbqbfaL6a0yXHOvqfrSluTsUl8iJhXFxe59m5SQqcLhBVI/heL2WEQ2NhoM0FhM0tb/5dAPQ/0nWi4ewqDkjNfLG8iBDPJdtIWnKJC09L2jKuj+eRX9oDvc5Tq+HYOapQp+FAJy9OStDAhWb6D88ZChTsbiGcLmVuYwqap1KFIEfj9AB+3hbBIE2bbxZ80P+sLPzYAqHDHGdCsOM0CHTKh5HO2eDtnAEezpPArVciT0NTN7QIomUwmgJpGZgWQTMFzjLoLAPP6HrG1LNbr0TwcJ4E3s4ZMNI5GwKd8iHYcRovwrUGn190Uc9H6H3eLKRyxYUOvC41Tg/QB3to2t7G9HO3lS/iRAMudnw+QDelqtnPCgO5c1w8nrH4EvUb1rQ6XfU/G6XMRa0On2rAlPl6xf+M9wCkgNDI646Av+HsKjuAtm/d2uwA2r7ZtP3www/wP/7H/4B///d/hytXrvBXWFgYeHt7w5UrV+DevXu/CQf0NwcSdb7YHyZHwtHIdA6sXhPAEXpbKZQVS7xEN7KpB5qoP/YGT9UUh4mQbLX7XD6uj8nFx688zy4MmLwmaWBNSdq1qexhZ2dfDttp8pqWpInAin7fhvgEuFkQpOo/BE8t1SJwUIbvFwvpCgMNC+loAvsvg9lD4kavMvgooAgOj82E75LGq4WEm9n7bj0zjqs4pMnc+4ug+XImg6P7BsPT91iKj0LoI+EvwK6gAnh35CxY56kmh8UUlZigwhV8vLDLkiLfp8TApYxwuJoTCjcLguBWkT/cKfaFn8u84V65F9yb66m+yr3g5zJvuFPsC7eK/OFmQRBczQmFSxnh8H1KjHTlHB9E1pMRZFniEBNRmORe58kKB3cFFcCR8Be08HklK4B6um8wA6GXMxnklSTNUb3RemYcPP3rUOjYrBYPfpc0Hg6PzYSPAopgo5IExoQ5JvcMiycLA9XiSWU/w4UdUfeiOa4UDcbNgiBoiE/gepvV7nN1C0q0lI8mkTmU3dkX2uosGhCsKfm8W6EmkbcpKX8ySYHf12hxZ6NXGewNnipVYRj6n2Wua1J6aOu562hkOjt3CV73bw4k/qo3jP8I1wgA9Tpx6vS/6N2tRkWEiwfD7Zl+OjUFJjWpp5ZCWTzn2uqBFlOad0tHmJeHXc60WswnagJ0KU1Me2/QlsJR/c/BsGwOyt4ZUQrrPOdYLSOkSTyjFLTMBc3f80rm+H9a7cDTOTovsZDMNSsb0pQSiuCIeh5JgRjqkO4U+8KNfItmrLsuJgWORqbDwbBs2BeSC7stBfBJ4HT40G8mVI2cBe+MKIVNXmWwYXg5rPOcA296sIfPlcPmwQq3ebDcbR4sG1qhey13Y/995TAGjd70mAPrPFnSaZOSdq4aOQs+VFQbuy0MPB8My4ajkelQF5OiGW++kW+BO8W+Go2UpngI02Xig6dQOmiUKtMlzUXfNqZCqx3YA7yStL9bOkLqfraWfjbaz2j54DrPOfDOiFK+sHMwLFuj1dLoXjaQVLA4XWCi35AWLqJyxKDM9G7pCN10QWf8z7iwI55D0K+OCjGqGrk900/rVjcpIHzcug5Onf4X+3UCiAP67CrzkX2xKI+mcwVf7N3SEVztg+eR2uhJ3AO9c1ShTR7oSslxQI8HM2BlpOrBZComJjXASlYKJ2o4DErLOlMKZ6ZF0IFB/JxJMrVleX9dIeHlrDAN7Jd91hT2v0auaTIIjcWE4x3LYJxjKYQ5zoRQxyIIdMrXlBMO65XCCwqNQLQMRlMgLYJp+hK/Bv+uCJ2NwDMWDVLlhp9TDgQ65UOoYxGEOc6EcY6lMN6xjBcOGsFnOnkiep93jirkTmIKRVG9odnHlvfXJu0l6ecn5yea6l66VD4olopK9BtGpZc38i18ooEm7WWqLrMFJWvHsy3+Z/pZY2gK7wMaCwOZ5kTmdcfPWSggNFPq2AG0fevuZgfQ9s2m7ciRI4YjaviaP38+PHz40LS5uri4mP/ZokWLpM3Vq1at6lJzNd4w1h1K4yP77Rt62pQixFJAdCMfDMuG75LG61KENDGp80BfSGIP9FUOGk/tV6NzNO7puQTS/WUwezB/23s27LZok9dYHibqMKQajv2u0L7WkWsCMIn8tvdsWOFm/H2pngCTmjSZSosX8aKu047scIa21b10LuitJIFNU0sIwF93ZxqQ3ZYCOB6VBhfTI5iKY0U/q25i/v7vLYDHl9IZhP/CBZ5uUyH09bxgOJsYBzURGbDHkg/VvsWwYXg5rBzGHmhlo+Niuki2mi8mzepiUuBUXCKcSZgA55Jj4XxqNFxIi4IfJkfy14W0KDifGg3nkmPhTMIEOBWXCHUxKdIknVEqw+znfcWVqU02DC+Hat9i2GPJh5qIDDibGAfX84JV+LztWXj6hQu01VlY8uneAq6fsObablnRD+6WjoCL6RFwPCpN8ztGAEx/x5hAxt+xxv28uhfzdws6CvpgryvkU/axSxnhGs2M2f79tjLRgN/7QaU7S/4R7YehfsPgHLLbYn5coYv5q9E5Wr96lQN0HPJkblHB/6yZaBCmN75LGg8Hw7K561osPTSb3qDnkLpDab/qDeM/wjUCQA+gbU0v/lTiA1dzQnla81BYlia92FkPtCy9iPBIBGUty/uz32W1+fi8ESjT6BFkaW+hGA6L0lA5UhORAV+G5MFHAUXSMkJZCnqu8OBEU9DUBX0oLEsDBxunB3BY2ra6FwMeO5x1hYTN16Zq3MRG3kebIfQhT/ZZUHi0upcm7YQFV3ThkJ7H94fmwN7gqbBzVCF8FFAEH/rNhGrfYtjmUwLvjCiFzd6zYZNXGWxUwPR6BU7ja/3wctgwvBw2epXBJq8y2Ow9G94ZUQrblKTzh34z4aOAItg5qhD2Bk+F/aE5musQXRjFYidNmdjqXtqHzi9c5KmnTsBnTQr43gJ2HInFgzuYZxqPpfsVHtA4PUCzyIGqKdH93Nl9jJYPfhTA1DY4WXAhLUpT8CkWXupSwVb0G9R5LdX4VLOFnZbl/XULO7iI1d0pCqoO220p4Oqwc8mxcDUnFH4q8enUFMWvDaD/0a4TOgBtVESIHuh9g9WRfVEP0Q0PNO4XXfVAo4Zjg8QZK9Nw8GI4mRoB4SA9f5CxfZxQocnU7qagNaCfwkFMm2/oqS0kJCoOcXrlYFi2YUGcuLBKIXSuBEJHO86GcMdiCHUs4l5omoamWg4E0eiIRhhNk9EUSItgmr7Er8G/i8CZQmdUbSB4Rt0GTT2j7znUsQjCHYsh2nG2Dj7nGsBnsXRQLLo8GJatm8qh6g1aiscXR7c7aRc5CBjtbvpZ3MeaGmdodTri/YDsWJ7rye8HZPoN8VjeIBzLXfU/02O5W/5neix/2octSir+Z2sFhHYAbd9+ic0OoO2bTdvdu3dh9+7dupefnx8MHToUdu/eDWfPngUAgKSkJBg0aBA0NTXxv//uu+9Cjx49YP/+/fzPTpw4AT169IA1a9bwP2tra4Phw4dDWFhYp39GvGE88X+ypOVhVE1By8OoR3XVMDayvy8kV00FL3GReqDxYsdVBQjLdjDdws9l3nAhLQqOhL9gmJiUJa8vpEXBz2XezNO7w1kKgqWKgq0soYrlcLYkRNHNi+nUW0X+zBuL6WuhBJECSpqCpi7o75LGw6GwLNjhr+oRqIeapmOxkHB/aA6cikuEqzmh8KDSnT0k7+oP7bWjTEFpc8ub3GvKIfR7DKQ8nO8GN/ItcC45lrsWt/vPgM3es2G1+1wpKJKNPC2V3Ly/SxJou4IKOAw4MGYKHArLgiPhL8CR8BegJiKD/+9DYVlwYMwUDil2BamJuXclNyl4Eyy7QREfRFe7z4XN3rNhu/8M7pI9lxwLN/It8HC+G9NuvCfA57sVfD82AvvttaNY+nCjAzyodIerOaFwKi4R9ofm6IoH6e934aBKrnnZ4V8Eh8KyeMqdu5+F9DP+HLoSQCWF/OTVgXxRB1P2YtGmUcIfyy7xWJYpZqTgWziWZUlko4mGI+EvmB7LuIjF92PR/6wcyw3xCbAvJNem85aoGqFlpif+T9avesP4j3CNACBg4cy/arUBMn8rFqa9OpD7ai+kRcHJ8Uld8kCL/taVw+ZplD+iKqCxMBDuV3jIC8S6ouF4vIod94qGQwPbSekiAkLqqqVlhDLg3pUUNOoRjkamc0CIft6HC4Yy8L6+p1pISFUcF1M1hYRmoNQIQksTjDjeXe3AoWnL8v7QtHgwPKh05ylGOsFyJmEC1Mcmw/GoNKiJyICDYdn8PL/bUgCfBU6DjwKKYLv/DPjQbya8r4DpqpGz4F3yqho5C6p9i+F9v5nwod9M2O4/Az4KKILPAqfBbot6nTkYlg01ERlwPCoN6mOT4UzCBM1EDqadHlS6M9/j8v4qzMfCITLWrEs82QCfdZ+poiXgUB/VG1g8uF4BsQuGcs84LnAcjUznmpeupJ9lQJaWD4pudd0xRaAs12/crTBUvFjTb8iKTO9XeEBjYaBObUMVWyL8snb+MPI/nxyfxP3PP5d5w5NXB6rFnjKPPNHZ/Npuz3+464QCoGXeWDq2jx7op/tddSV5nfVAv69MmtDSsmVDVWhlizPWTMOx2Xu2qYYDlUhialIzPaGM7dPiMmtlhJ1OQRPQr/mcKSD8tA8/V2sKCYmK43JWGFxIi+LA3yyl+qYJhMZiwsw+FZDWax4kOc+FCU7lEKtAaPRC0zQ0BdGimkOE0SKQtvVFgbMInUXVBgXPNPWMvudwx2KIdZwNE5zKIcl5LqT1mgeZfdTCQSP4bFaEi5M5ZxImwIW0KL7QjIujuuLBauIZpwscqHmhYLQ7+5esfJAWilKdzgat5gXvA1AhZabfMJtmsPVYxsWkZUP1paL4eXfZ/7yzr3pvRT9nspAk+tztANq+dXezA2j71q1N9LYBAJw6dQocHBzAYrHAli1bYOnSpdCzZ09ISEjQ/f0pU6bwlMPWrVshIiICnnnmGaipqen0z8IB9NcsgdNxxAueVjtAy/L+cHumH3yXNB4OjJkC1b7F8CZJEpZ2MklI08g8BWMlNbnDv0iqw8Dk9Zsec6Datxi+Gp0DZxImQOP0AA6COw66sySwoOHAtCb3Txs4co30H9TPi+nry1lh8HC+G/fVcu2IEfymLui3nOFBpTtcyR4DdTEpsDd4KryrAPBXXNUbOXxwXPxn9sC4iag4zibGwc2CIJYY3aoAU/RBS1QRUgi9bzA8rWKjj48WDoHG6QFwIS0K6mJSeOJom1JOSMv8ZEVa4sUfV59fd1fHGTd7z4atPiXwrgIPEBzs8C/iLwQP1b7F8O7IWbBVuSnBsazXJSvjRjcmNEWJI7jbfEp4grIuJgUupEVB4/QAeLRwCIOfVQ5Mu2EFPnO1CXqfv2DA9smyAXCzIAjOJsZx9cYmrzJY4aYWD+LP96LiQV6tlOLtDZ4KdTEpcCV7DDyodOeeb+p+lkJg1FEoXvWH893gclYYTyEbecapBsPIcY4eZnGqgE8znJ/IIIICvhunB8CZhAnw1egc3flDpv3Y4V9k9fyh0fhYOX/IJjdKJeePA2OmwHdJ4+H2TD9W6lntwCYJLiTBia+n/rfcMP6WrhEAWgCtGaHHZHBDBFvQw9K0jewaIgKko5HpXfZALxwkB2YUIJ1PjYbrecHaYr5fQsMhS2vueZ4rElpW9INHC4fwxLesjNDMz2tLCppCd1Qk1EZPgjMJE+BSRjj3XzctHixVcbTXjtLqA7oCTGUpRnH0FssJFcfok1cH6tz913JD4MfMsXA+NRq+SxoPDfEJHEYfjUyHw2Mz4WBYNnw1Ogf2heTC3uCpsMeSD7stBbArSP/abSmAPZZ82Bs8FfaF5MJXoxlwPjw2E45GpnPokRXofAAAIABJREFU3BCfAN8ljYfzqdHwY+ZYuJYbousmePLqQO7U5GWD4ui8QdqpK0Cfa2xQayKqNxYP5h7kSxnhcCZhAu872G0p0MBYW9PPtnjGUWuDieBHC4eoTuRqB3X8WJgq+MX0G0rh4vW8YDifGq1ZwJIt6IjvtzP+56OR6boFrJbl/VX/857noaPGB1obInT+55aOzf9t5VK/1evEmW9XG4/uS4rLNOBqq7kHWuaNFVO5OAm3XNk3bPVAd0bDIRbEnU2Mg0sZ4Rp9D1/IQkWCZCGru2WEpgVxgiJBAwl3OKuFhBIVB/28MamKqXMK/a1B6FkKhM7rWwlZfSohXfBCUyVHkFOhDkRTNQdNRdNkNAJpfCFUlr3o1+HfReBM085UtSGCZ0w9o3KD+p7Te1dAVp9KyOvL4POsTsDnPZZ8nsal2kKdj5iqN7B4UHGM88UNUfHyS+9bZp7xaq3iBReSUMt1KSMczibGSYsuO6PfsNX/jAXEos9d5n+Wft7U/7xVWEiSFYoaqHTOfLvaDqDtW7c2O4C2b93aZDeNAABff/01REREQM+ePWHgwIEwb948TYoBt9bWVli0aBG4uLiAg4MDjB49Gr766qsu/SwcQB+foR3dFxKMIgy22QMtaCk6k2BEgLRCAUhGY/u7LQUc1tms4cDvq4CrRwuHwNWcUKiPTYY9lnzYSpKTIqhDRy96cs8lx8LtmX4MAL/H4DdNfYspaKoAebqNgUr0UNdEZMAngdP5+5aBSqri2BVUAMfGTYbzqdFwr9yLKSOslOVJIXR9KPt5qh2gfa0jNC0eDHeKfeHHzLHQEJ8AR8JfgD2WfHh35CwOUYz8ykZjjf/8Z7Ucarng61zjMUczVo2vNR5aD+hyUk6Fo5VmDxYyT/WG4eXw7shZsMeSD0fCX4CG+AT4MXMs3Cn2habFg9lCQjX7DNvqQw3hs2m548q+cK/cC86nRsOxcZNhV5BWvWG0sLDZezZ8EjgdaiIyuH/5ybIBLD1DFBiG6edzcQxivMf2q9sz/eBccqzGb47pa9nCylafEthjyYf62GS4mhMKjxYO4ceTuE/bot+oi0nh4Fum01k4SH3fu4IKuj5BgcWeNvqfKfTWTVCQc9aJ4zN+M2AB4L/nGgFgAKDRA20CkR7Od4NbRf6GHmgzh6sRREJlABam7QrS+mqvZI+BO8W+PA0sArPWhgidhgOvS4YaDhkwU0riqCZBVkb41eiuO3ppShW9tVUKOPsyJA+OhL/AQeGV7DFwq8gfHlS6q+oIBKgIC+tDVRUHKcuzNuqtG/M2KyBS9BEINzBh9/iV5+HRwiFwv8KDJaGmB8CNfAtcyR4DF9MjOIw+PTEeTo5PgrqYFKiNngTHxk2Go5HpfDLm8NhMOBSWxV+Hx2byyZmjkelwbNxkqI2eBHUxKXByfBKcnhjPofPF9Ai4kj0GbuRboHF6ANwtHQH3Kzzg0cIhLK2IiTL6UP+Fi3lxmDDObG2UmZY7cvVGfai6qKEAfFSZPKh0h1tF/nAlewxf2DgS/gJ8GZIHnwRO5yWXb/4C6fqdowrhq9Hm5YMdW7Qll+KCjpl+gya/cUGntSFCv6CjpL7vFPvClewxGq/6rqACTbEnXcwxW7wycsiL/udbRf58Asp08YocO78lAA3w33+dQABt5IHWgNE6C0vmmnigsbjsSvYY7oEW+z92+BdxD/R6YSqus8VlMg2HOLov6zihJXH3yr00mgSu8aEOeeWcIl3Q6mpKVVYSJ4JCIxWHokrAItnrecFwKSMcziXHQkN8AtRGT4Ij4S9w9clHAWqRLIXQdEEZJ8+K+r8I+f0qpV7oaFJQKILokc7Z3BFNU9EUSItQ2tqLwmYKnGnaGR3PI52zpeA50rFEqtyY8lwl5PerhKL+6sQdXQAT4XO1bzF8FKCqII6EvwC10ZOgIT4BziXHwqWMcLieF8wLcbkOwki9IS5smJRcdiddr0k/U8c4XvuVY5jrXcq9TEsuqU5RptLprH6DTjLQYxj9z0bH8PnUaD7JoFFxyfzPhzy1mhPB5S6WidoBtH3r7mYH0Pbtd7NxAF1XpqaCESIp6Ul0I9M0IcIcszShzuF6b4He4Up1GB+w1MNPJT7wfUoM7AvJhXdHzuJOZBkIlmk4Wlf1kbpyNUlkBV5RWHeryJ+7Y41UBagMeN2dje9jadrVnFAGv9f3VMvaSApaAyyVIkCeVF3PAPi13BBeFGemalgwiAG0NR5zoEpJy56IToVruSHwcL4bA/8f9ISOg+5M13BjGjxqes0YQt9bAM2XM9mD4EF3BpA2OsCTVwfCvXIvuJYbAueSY6E2ehJ8GZLHx+fFUi18ALQlYbJwELuZWPxndpPwsit7IH7Fld0w4P9+WQHNixXYvHCQbSvgFDzTkiUcu/0yJA9qoyfBueRYuJYbAvfKveDJqwPZDcYOZ/bZNUSwh01FZSKFz02vQdONadB6Zhz77D7oCW2re8HD+W5wLTcETkSnwt7gqVA1chas8WD7k+z3KapVGuIT4FpuCAPAyj7VXjuKFyDS3yVNP2O5Zvt6BoFxUWVv8FTYRvzishQyVct8lzRe9TAriyp0EUma6lfc5q2r+hjqN2SFoq8rqe99IbnwfUoM/FTiwxZSqENeec8ah/y9BTqHvNnUBp6zxKmN2uhJ6hQDLl4pae8TdWX2G0bQjlabjdGLHuimRa6aVLDogcZyPls80GJxDyaCUUmB0OxSRrhGw9G+1rFLGg4NNBNdvfWhqnKkykGjSrg904+PmNbFpMDhsZlSTy99SLeWVKVufRwf3RVUwGFhQ3wCd/WiiuPJsgHqe/+4N0vd1fhwFQeHHZ2E0FaTUDU+ahJKARwdGx2g7S1nDqKbFrnCg0p3XjLbWBgI1/OC4Ur2GPgxcyz8MDmS+//PJsbB6Ynx0BCfAKfiEuFUXCKcHJ/EX/hnDfEJcHpiPJxNjOO9Aj9MjoQfM8fClewxcD0vGBoLA3np7YNKd2ha5MrBc9tb7LrHH+gxqai4NG1JKnYGPqPKpPXMOPUz+7g3A0JrHVm5paLeQLc4Fg9+NTqHq13wGBK7D2zZp2R+8cNjM7kP+Ur2GOZUp2qXKgdVSUEXNBS3uLXFHGv6jfa1jhr9xqWMcI1+47PAaRp9Dy1As8X/LJYtov+Zpr2bFrna7H9ufbrVPlqtbKYA2sQDzdOT6IHeLPdAX8sN4W7i+thkTSIXYeg7I0phw/ByDQzFxc3uajiM0pPo6sXyMk1RHElPasb3JTqfXyqpaqpKOO4vV3GsV3UJjxYO4SqOa7khcDE9gisTEEKjs1eE0LSYEME/3n/N+KPqhaZKjokGIBrVHAFOebpUNAXSIpS29qKwmQJnMe0c4JTHVRsy8DzRaY5OuVHQj71PvMfFfYkWDsrgM4LQ2uhJXOlyMT2CTeko6g2+UEondET1hmxRw6Dg8hdJ1ovpZ9ToSKYYsOASJ1qwB8JoiqE7+g1cdKTQf8PwcnhnRCn/3GniHKcYfpgcqbrcRf8zFj0q/mecALLF/2wH0Pbtl9jsANq+/W42XkL4zYuaZK41DzSOs1Of6lYFyJ4cnwTX84KhafFgdsJWvLU0uYk3po+aXmPgG8EZKQXE1CYFwQiR0Fn7pgJh0VnbWBio+nKF9KQmtan4mNtrR8HTT/tA21vOmkJALCMUU5uoHaGu3sNjM7VpVUkKGi/y0rRqNUvM/lzmbVhWJ0LwvwxmEG3D8HL40G8mL2+7WRDEoOVaRwZSD3lCy7cx1iH0/UUsxXtmHLuZ2NkXOrawcsKHC4bCrSJ/uJQRDvWxyboiMfHh19pNAt4o4M0Cgml8veii/f/4NXOt/HviwwOFNmLhUH1sMlzKCGdppwVD2cj6FgVSHfGC1jPj2MOAMlJsBp9bvo1hN/Q7nKF9rSM8WjiEqze+Gp0DH/rNhA3Dy2G5UsAnwl+jcsmfy7wZiK12MEzVd/zfasP0M6bqD4/N1LnFcV+i0wRi+eD9Cg+m/vi0D7TXjtJ4p6XTBMoUw+NXnofGwkCNUx1BcKWLPom8znMOnybQlB7iQs61qfCo6TWtfkOZJECfesfmZ6Fp8WC4nhcMJ8cnwd7gqZopBkzhlD9vu//50e0SqPvmRfsNI+jdnlIPtATKNr80CO6Ve3EPNC3nQy1FV0ESajhwQYl6XG3WcAij9EbgTOPrpWWEJPHd9kZvzfv9YXIkB4ZdcfWiuxbTeMuVFM9GBYKIhYQ4Ai6qONo3KNBQcRZy4HEpXecr7AyE1iUaZT7IPc+zh7UPWFKLJ6JX9YEnywZA80uD4NHCIRxG/1TiA7eK/DmQvpoTyqH0pYxwuJgeoSmqxdfF9Ai4lBHOYfPVnFAOnG8V+cNPJT4cOj9aOASaXxoET5YNYA/ymHjepsChT/uwn1viaRUTTl2Cz4oH9/GldP4Azx24VayAT6beOJsYpyse3KZAn9XKgzpVUck0VLa4xXFB44fJkXAj3wL3yr2g+aVBLAFGjyOxfFCZJjArH6TqHlv1G9Qfj+eNzhSYyhautpGFaFq2SN+vEWwX/c92t6e6yQC0LR5ojcJH8EA3vzSIj+/TRC4tx9sbPBU+C5zGx/c3Scb3bU1PyjQcoj9WBrDqYlK4P/Zabggvi9MVmNEEpZKC/iVcvTrYb1RISFUcmDpXoD//zBVoSN39P0yOhO+SxnP9yeGxmRoIbfTZv0yOT1RyYBoalRypJiAaHdGYikYYjclob+cMHZS29qKwGYEzJp0ROgc5FXLHsxF4Tu01jys3MPWMyo1KF62DGOHzJqLdoPD58NhMroH4Lmm8mqYn3QTNS1xUFzHCUGVfkqo3JMWDIhTttlucpp9xgkFSPnh7ph9fzPguabymSFRcQBI97l3Rb+B1zuiz/yxwGuwNnqope6SJc9ToNL80SO9/JkouW/3PdgBt336JzQ6g7dvvZsMbxm9O/hPzuGKiUPBAHwzLhvf9ZsIaBSRRoLNg0IuwXPESfxY4DY5HpXUaJMnAd230JNg5qlCTvBY1HCvcVHCm8TGvZxcJTDLi99V4a+8tUAHWFqb/QHCG3to1HnM0LmYKv62loHli9eESDjC5rxfBe30ouxHdrHx/pZDQmjO40oWlmFYOY5/7Dv8iOBqZDt+nxEDj9ACmkljfk42IH/GClnNx7OIogdD883i4hMGk8xPZQ+EXLuyBeK0jGy8v9+LjsDhKvytITTKig5J692yB0V19idCZ+r7QmYpJJyxWqo2exMf075V7QfMSF7aPVjnA0y9coP24Pzw5P5E9BCjjxBRKaeBz4wwGfY94MW3D+p7QtHgwNE4PgO9TYuBoZDrs8Ge/w5XDmDcbb8JF9QZ1emPxYPMSF3aTued56X6MCwhcRUES9UbpZ1mx5iuulbCG+NRxIad5iQu74cIFJDLBIN2Pd7GEHPVO40LOCje5fgOTyDtHFUJt9CRDENyZhavjUWnwWeA02ORVBsvd5vHUNS6Yvay83/dJ2lvjf8aJjbsV8M3Jf7LfMIIeQNvqgX7y6kBezidLMlYpHmizUXrcX8RRetRw4MISajikyc0NPVlS6PMBWm+tBCYZFadxbcLVHH1yUymMe7JsADyc76ZLQSM0RF+v6IJG9YgtkxwUGqLDFlUc55JjuUbgfoUHS9+t6sPAB/qgMXV3Lk7z0CQbGbUJdNBxb0xDY+lVjY8cRG9mn1fb6l7QurIvPHl1IDQvcYGmRa7wcL4b3K/wgHvlXnC3dATcKfaF2zP9GJieHgCNhYH61/QAuFXkD7dn+sGdYl+4WzoC7pV7wf0KD3g43w2aFrlC8xIX5nde2RfaVvdiCbLNcvDcUeOjljgpqWejMWabPyslRY/wDQstO454qd7nTQzANi9x4WPwl7PC4FxyLFdvoEOdLmbYMokk84pvIF5xXMzQpZ/nu7E0PRZbipMESvngo6bXbCv0VBatND71zwcw/dcG+SQB6jdw4XuTAN2pugfPGUbqno2KxkY6OaGULfJpKBv8z3YArW4UQJsuWokeaIRY6CYmBWbNS1zg4Xw3uFs6gicov0+J4UqIw2MzYV9ILuwcVQjb/WdoNBw0QbmYnGdtBVgYZJCN8G/3nwG7ggpgX0guHB6byX38F9KitGWE8930DlkBYv1qKWhbVRwSHzT19t8sCIIr2WM4hD45PkkHodHfa5RgxXMTPjvO+COD0JiGNgLR4xxLIdyxmMNoVHSIQBqhNL5GOGfqXvS/49+hwBkVGwidwx2LYZxjqSF4xtRzfr9KmPFHrXJjsUmCHp3PInzGErwfJkfClewxPEmP6g2p99lW9cavlX4WFo9Ehzseu6jQwWJLeuzuCirQHbtUv2GLbpEuIOHzIP38xWN356hCzbHbEJ8A36fE8AkGzbFLi0QV1zZfPLLR//xf/2+7HUDbt25vdgBt3343G94w1v/tZVOn6tHIdM0oPR1pr5QkGQ1H6QUNB4LgxxdT2Q3RBz2hZUU/+KnEBxriE0w1HOifXi8kkX8q8YGWFf00ZWJG8OzxxVSWBtjuBG1v9Obv99i4yfBZ4DTuYpbBM1raht+bq0e2KQlsBaBRkEmL27h+ZIcztL3lDA/nu8HVnFA4FZfIVRzrSXJ17p/k6dm3vWfDHks+HI9KgwtpUXCryJ+leDYIEJokoSlY5UoUxev6+GIqSzQedGd/fzNLQz+odOcwSVaGtE2SgFgq3EBgwllMNpu9aFL6ReEBYemQCt0q9zaTsq7G6QHwoNKdpZ43szRKx0F35nu+mMr9jmafUdONaVr4vIGlPW8V+cOFtCg4HpUGeyz58Lb3bGmKne5D64eXc/XGqbhEtpAx342lj3c4q8cOKdTU7Ee4gPPXodwpfnumH08/01JNo0Wczd6z4bPAaXBs3GTV4f5Gb3i63YmpbC6mGi7iaMpLlWOXJq/XEw+zmX6jIT5BPXY/6AkdR7ysnzMk6h5xcoKmruf9SavuORqZbuqsr//by/YbRtAn2xCqST3Q+13ZfrvlWR1MEl2uXSkTo2nGDcPLjWES0XC0vcWgBh2nbzkXZxWeWXXX1viwhbrtThweYnqTpqCPRqbblIIWH6zMCgnp4pqo4riWG8I82PPdVB/0ZgV8fOHCfdAIoRF4dBZCa7zQ4gMqpqFrR7HzA4JoVHNUOcDTrUoqGmH0qj7Qsry/CqQXD2ZQesFQeDjfDR5UusODSne4X+HBX/hnD+e7wcMFQ6FpkSs0LR7MgXPL8v7QuqqPCp03PcsgUJWDqtpA8HzEC9prR6mpZwkQwsWKrsBnnvzF8sYjXmz/+aAn1w48fuV5eDjfDe4U+8K13BCpekNc9DUrHhTT9Gbp56OR6Zr0s2aKYJOiJvnCRQWynXWpk0UcBPBc27ONwS9r+o0qpYeCTk10pbxU5o6ni1YdWxTYIHNdK+cLvB7awQLbZADayAPN1RBYwIlaCEzkYopS4pBFiEVTlFQHIdNwdGWEXywxE1OUnwROh73BU3kZIaoTxBSlpoxwkza5+mukoDXgUKLi4AuEhzzluiTlc8f06p1iXw2EPpsYxyE0OqGxRO5Dv5k6kCj+DnCxtVgpKEQ3tAxET3Aqh1jH2YYwGlUdCJARTBu96NehWsMIOsc6zoYJTuVS8Iyu52n92fsQF/lQ/SAuXHwoFA4eCX+Bw2dUQCB8vlPsq6boXx3IruMyTdQhT75gKlNv0IWMXzX9jMetpHyQTi+cikvk5YN7g6dqygfp82NnwkxGU7BG+g10buP0Ai4eSR3uOL2Axy3qTpRiZ5nqRHYfZb9O2LfubnYAbd9+NxveMJ5sWKorE+vY6KArE8M0I+owSk1gkqZMDNOMQpkYTzNSf62SZqQwiRYgmkEsHKfn+o8vXKC1IcJQH8Df757noWMTG+O/kW/h8Bv1Aa+4qjdNRiloLEJ8UOnOgIcCsx5fSpcmV5uaV0BT4wyWwv7rUHj63rPQsqIf3C0dARfTI6A2ehLsseTDNp8S/jPI/MGvuFbCave5UO1bzN3GP0yOhNsz/ViKdaODCqFRx2GQ7m3p2MxTSs1Xc9jDwde+7MGg2oE/IN6b68kfEHE0+PDYTO7yojcT6zzn8JtQBNJYIohuZ/Q7iy/8b+iKRkc0jkWuJskCOlr1ZUgeHB6bqRlNbywMhHtzPVUgVa2knr/2ZQ+XV3N4GpL+rmQp8ZZvYzh87tjoAM1LXOD2TD/4YXIkd2VX+xbDave5pr+3Nz3mwDal+K82ehJcTI+Au6UjGIR9jy1itJ4Zx/ZfpUxTTNI/vpSuLhq95QwPKt35MWuWfq50UX+GKnLc8uNnk5K+Vso8jTQ2rQ0R7IZss3r8nIpLtLp4hEWAdNFKNzVxNUc3NcG1H1jkKZSXyr5vKdF+4NSEWF7asdFBV156smGp/YYR9ADaVp8rAtm7pSPgel4wd/8dHpsJe4On8kQwajgwKWWk4ZBBNByn3xs8lWs4zqdGw/W8YLhbOgKaFrmqGg4FoBnpA4w0HLriRQWgtdeO0gC09rWO8OTVgbw47nJWGB83FdUJNAWNKU7Zw5WoTjBScdCFtovpETofdNtbbFGA+wtrfDSlehRC26LjsJq4o2PfCKJrfNj+sW8wSzt+2keF0UoyumMj07e0veUMbW/0htZVfaB1ZV9oWdGPwellA3SvluX9oWVFP2hd2ZfB5jfYubB9PUvi86QzQudP+7Dvv28wdBx054nntlNhmvHl7iTIcJ8R4TOWNnLv86d9WOngW8467/PF9AjNQq+ResOaygVdpDgOjulnUeWCGgFM0T+odIcnrw5UXeLKAk577Sh1AUco5DPSbxhqbHABB/Ubi1x154sj4S/A3uCp/L2bLd7I9BtLBW/8dv8ZsDd4Khwem6k/XyjAvTPeeDtYYJtVAC0ryMPrBnXHVyseaAFk3Z7px48LTOJSDQcFWRsNVBBmKUrcb2RlhBRk0TJC6u9FkEXLCGmRGU9SbhWK46ykoG1Z9JLCQ/y8ZelVsTgWJ1S2Pss1QOiDlkFo1HHQYkJUoWz3nwFVI2dxnYIMKNI0NAXRuc8xNUdGb+aITnGeq4HRNBk9zrEUIh1LOJRGMG3thV8b7lgMkY4l/N/CpDOFzimK4zlDUW3kCuBZTD2LCxaobalSkreofqCFg1S7IcJnTUHuBpKgR+8zLbOU7T+dLB60aXFZln7e7qTuO4pLnBeIkvJBXDiiHnFaPijzt9PjVlZ4L5teENUnGyULR1S/gfqc63nBcHumn37haLMyRSZ0Q+hKiU0mpOzXCfvW3c0OoO3b72bDG8ZTp/+FXWyoz3Wb3Oe62n0u98iihmPhoM7rMEw1HEtcNAWIsjF+/L5U/3Fs3GS4mB4B9+Z6ahKNsjLClo7NqnZESV+3ruwLd0tH8AK1TwKn81F+MT0quqAPhWXx8jbuod43GFobIqTuXl6GiPD98wHQsUlVcZxLjoWaiAz4LHAavO09G1YNM07SYqrzfb+ZsC8kF05Ep8IPkyPhTrEv00xgEvqQp6nfGOE4wtZHt0vUUdlDnuzf2MKSKTgm3Dg9gI9FnopL1Hn56M3oJq8yWD+8HNZ4MCj9ugKmV7ix13Lywj9bOYyNUK12ZzcS64eXwyaDmzq8oTgVl8jHqXCstnmJC1vJ3vIs/yxwFB/HavGhUvw8dJ5s5bNo39ATmpe4wJ1iX/hhciSciE6FfSG58L7ifX5tiHFyfdUwllz/LHAa1ERkwLnkWFW9selZBkNJmSVVp1D/cmtDBHtwU/zLWKZ5KCxL536WKTA2eZXBJ4HTeZHn3dIR6uQCThDcreBwQVc+SCcm5nrCxfQIPkFAjx3RO03PF1gEyLUftug3bNB+yM5Tq93nyr3xOLWguLabHq+CU6f/xX7DCHK3pywVLI7U0wWrmwVBcDE9gieCUSXwrqLhoElOa4lGfLhYrUx/yBKNl7PC9AoBKwVqRiloBK1co0AVAlQ7YpKCxgTrzlGFUO1bzJPfVJ9gBBCpl1RUcVSNnAWfBE7ni251MSkaH/TPZd58fJfrhj7to4IPCYSmQLFLqbt7C3jqrvlyJk9EtzZEQFudBdq/9lVT0V+4qDB6hzN7uK5S2ua3PgsdW1hKumOjA4PTG3rqXvjfOjaxr3+6VRlRrlI0CjucVej8hYuadv7al40tY3LsYqqaQLxTrhuD7wwA0o0ui/B5vysvXWtf68jH3n8u89Z4n7HI8suQPPgkcDpUKelCmXpDBtZEEIv7zttK+nnnqEJNgt4w/Ux0FDqFjVI+KF47dYtVVoo8qcIGF29kExOrhYUbs4kJOjmw0asM3lWOl30huTzxfTE9grnTxQVqUdkjSXvbAbS6GQFoawWmGm/85wNUmCWM8qMO4sfMsZ3ScKzoZpLSljJCXADEUf4fM8fCjXyLPAW9WUhTGqWgO+Gb78zC4JMLSXIfNC0lXOvYKQhdE5EBB8ZMgS9D8mDnqELY4a+WE9IgCmoVxGPXCERjKprC6ASnORogHauklaNJUtrohV+Df4cC5wQBOmPa2Qw803sSqmuhwZhq32LY4V8EO0cVwpcheXBgzBSoicjoHHxGBzGWDkq8z1JdlI0Lp6bKHHIt16Wf6dSCZNHoTrEv3Mi36I7Zg2HZv1r5IC4ErOikfuPHzLFceyJV52x3Yucn0g9hrZjYDqDt2y+52QG0ffvdbBRA2zravn54uTRZiInGHf5FcCT8BTifGs1g1iqWcuqo8dGAYGsj9TcLgqwWmWGKE52uB8ZMgbOJcdA4PUALlRSYJaY4NTBLSX0/WjgErucF8xSn+L1pChoT2FuVFOuJ6FT4MXMsA+CKwqDjiBcf6ZdCRITgNT4Maq51hIcLhsL1vGA4PTEeDoZlww5/plFAH7ToEsYFgI2KE3VfSC7UxaSoSWgs1dnhDB0H3aG1IcJq4leThlYSjprCoC3qiCSODIvpFOqJ22PJ5zemH/rNhKqRs+DdkbNyIlo+AAAgAElEQVRgq08JvDOiFN72ng2byett79nwzohS2OpTAu+OnAVVyvga3sjtseRL/Wm4io0j6HyECkdqlSIynmgin4G1RHhrQwS76drhzEvWMPlcF5MC+0Jy4UO/mfx3halG6uFE7/NGxd19MCwbTk+Mh+t5wcwhvtaRAfIaHw5/DRcvLmcykIMKmbme8GPmWDgRnQp7LPm8yBL90zT9TEs8cXrgel4wPFo4RE0Dk0UjXfmgoP54/Mrz0Dg9AM4mxsGBMVO4M/4VyTErKxC9WRBkVdlDwXdHjQ883e4Erav6wN3SEXA+NRqOhL/AtR+0uJROaoipazNVkB1As00GoGWlYmKqsX2DCpUwEXw2MU7jkH/fbyZs9p4Nb3ZRw4FO108Cp2s0AhwqKa73ttW92EPEx731Y/VWygh175dqRwxS0DIXNCa/jQrkzBQKInzHRCcCeNQoYKM7+qAbCwN5KWHLin7s2CalhCKENivSsQY9dGO7FEQriegn5ycyD+mpMA2M7jjozqAsAumdfdln+nFvdt7e7sQg6AeKzxtf+GfbndjXfdyb/b2dfVXgvN+VJZ0JdG47Fcb8jecnqolnCp4l4+9mD++2FK5p4LNSOtixkamLsHSwsTBQ432uicjg+gkEsDgxYARhjfYbWXoek8BS97NR+pnqKDpz3Ijlg/td2e9rq7qojcWLdLFqf2gOh+8bvcq6pN94U1mwwcUq7IQ4mxjHE998sWpDT920hNF5wg6g1U0E0LJFGV15qaIz4koIWma20QHa3ujNNRw0TdlZDQdVwdkCsyoFmIXnXFkZIY7zH41Mh/rYZK5S6FYKuhsFctZUHBwkog8aXf2fD9CpFKxB6HPJsdAQnwAnolPhaGQ6HAzLhn0hudwLjUoOTLeu8VABI05CykB0Uf8XoaCfHkZjMjpVAdIUSiOYRjgtvvC/JQiwOUXRa2DSWYTOBf3YzyMDz//8Z233zBqSkqfKjd0W5gs/GJYNRyPT4UR0KjTEJ8C55Fir8FmnblEgKO4zeB0TFy46u3hqc5FlF9PPZxPjoD42GY5GpkuPVywfpOWhtrrb6aTYP5PF1q7oN34u81b1G2+wKVdNeShRnvDEubBYJFu8t18n7Ft3NzuAtm+/m40CaF0iV1LuhaWAMrfqP//ZJF24lYBgIw2HkGqkSWT0Ty8bWsFLxTBNuVgp43tnRCnstkjS13Sc/+ESTZKTA+DzE9XyRcVjez41WpeCFhPYCwapHuoPFQB+JmEC3CwIUjUGnw9g6guJRoGqOFq+jWEP4dUO0LqqD9yb6wmXs8KgPjZZ44PGn4OCTfz8Vw7TQmhMQt8q8mfFhGsd2cP6flfmPL6Uzm5KlQSTCGBFd6NmdHbfYHZB3saSKvwhWmk8vp4XzFe9zyRMgPrYZJ6UOBSWBQfGTIF9IbnwZUge7LHkw25LAey2FMCuoAL+v/dY8uHLkDzYF5ILB8ZMgUNhWTw5UB+bDGcSJvCVaxydujfXk8OW9vVKccTHvRl4pqP3Ju5XnvBsXsGc2JfS2b653xWeftAT2tc6QtPiwXCryF+TfEb4jKWD4u/oL4PZjSr1PtfHJsPlrDC4N9eTLdZUO0DHQXfdPiPTt7R8G8OT802LB8PNgiA4kzABDoyZAh8q+8trQ/THDP4cNP18PjVa608/5AlPzk/kAFwzOSCeJ4QU8m5LAbwzohRWDmMLJuIxg5MDHwUUaZLX1qYlNPqNvw7lqW/ZlAbVflBXPZYeGpalksS5HUCzzahcSuZ1pUC2YxNzxzctcoWfSnzgWm4IfJ8SA/WxyXB4bKammG/98HLDNLAIlqiGg47V77Hkw+GxmVAfmwzfp8TA1ZxQ+KnEBx4tHKLCV0xyysoISZJTVkYopqAxvddxxMswBY0w7fTEeDgelcY9vu8rHt91nnM0QE2WgjZTcWCRHPVBo4/0+5QYVog1PYCfF9ve6K0+zAoQWlNMqJwfMe1pS3rKMH2HILpxBjRfm6pNRVMYXTtKBdKHPFUovW8we33hwj5n8fWFi/o1CJsPeXLg3F47SgOdadq5+dpU9n4F8NyZ1Bh93/zBnWgG0Ietg8+bnoW2N3rz62bj9AC4kj2GTxPhgzp6n7HA0hb1hph+xgWbdZ5z4J0RpRzEfjU6B45HpcHpifF80cYw/awcM08uJHX5mNFMSpDC0pYV/eDRwiHwU4kPXM0JNT1PUP2G0UKVmPo2O09cyw2Bn0p8mK5nZV/2nmW6EYN7BjtYYJsRgDbUcBAPNC/GM9Fw0HtLIw2HqIBD/UN3x/nNyggx2YpKBZtS0AYuaO6fl3hlxRR0p1QcokrhUrqaZkVP/35XTREk9/mu6CeF0FdzQuFiegScS46F0xPjoS4mBY6Nm6wJneAUJKahMZmOCwMIGsWk6+yBL8KsAXoYndeX+aIpkM7oraakEU4bvfBr0nurfxeB85Tn2L8vQudZA9Tn3BcF8Iw6wDeV6czN3rN56hmnM2lY5ti4yVAXkwKnJ8bDueRYuJgeAVdzQqXwuWVFP3VfIQV4WDrIi3LPT4THl9Kl6hZb1RvW0s/oD9eoW2xwP8vSz0fCX+BJebPywe5qc2TednFaVqbf4M+QRvoNLHKm/mcbCort1wn71t3NDqDt2+9mowC6pWOz1ku8j3mUm18axL2uX4bkwTafEs1YfalkrB5B8JXsMTZpODhYIvqPhwuGwtWcUKiLSeFpzlXD5sJiwSdLITAtI7xT7Asty9l4pwjTxDLC5qs5Kvze0BMeLRwC13JDdCnoVwQFxjwCwN9WwBYWuXGXb5WDWuQmFMnpVBynwtjD9FZWJvdTiQ/3Qe8NngpVI2fBOs85XO1Ab6BfdJFD6NroSXAhLQoapwfAo4VDWBKwSvEf146CJ+cnsgdwoqCQPUiihqKpcYYKoo/7s9/Xrv7SB4YHle6sAXl6AFzPC4bLWWHww+RI+D4lBr5LGg+nJ8bDqbhEODk+Cepjk6EuJoW/6mOT4eT4JDgVlwinJ8bDd0nj4fuUGPhhciRczgqD63nB0Dg9AO6WjoAHle7yG4Zd/dlDpNJW/PhSOh+jxUUQ2XvlvufGGSz5XTuK/V6qWEHLo4VDoHF6AFxIi4La6ElS+Iz7CU2pv6aUdVaNnAV7g6dy7/NPJT6svHIr85a3nQozVG/QAsv2r33haZUDd4djgebOUYXwtvdsDoBF/7Lofj4VlwjXckPg0cIhLJ2DxypxMGvSz3TRpsoBWpb3hzvFvtLyQQq/8XhZNUydGqiLSWHFiwuG6jQYtixUPZzvBleyx3DwLep6qH5juds82OZTAl+G5HFffPNLg9j+sm+wxrfd0rHZDqCVzQhAGwJZHK2XJBtpMV9nNBxGo/W0TG3nqEI4MGYKHI9KgzMJE+DHzLFcwSMrI+yKy9ZqCvo9JQVNdAIUqOHDFyY6NympnxU2pKBpAnypAkQwkYeJ1t0Wlu5EpcL51Gi4mhMKt4r81c/BCEIrxYSdeagygx/8YRYByP1F7N+8XaKD0U/OT+RAurUhQgula0dB+3F/BpO/9mUuaeWFf9Z+3J9/LYfNDREcOPOkM4XOt0vYz6OkxZoer9Ikxswe2m2Ga1g4aACfsXTvVpE/XM0JhfOp0VzZcmDMFO7IxMQ87itLhQSwtfQz7iubyMQAQjO6YKPR1qx1ZMmvLqSfO+NO15QPTg+AHzPHwpmECXA8Kg0OjJnCtTWoHunsOcJMv/HD5Ej5pASqemwA7nawwDYzAK1boMHpACykpDoImqokGo4Hle5WNRy7ggqkUKs7hWZiCpo6ZTFViR7+Y+Mmdy4F/UFPNQWtgK3WM+PkOoVOpqDxMzf0QYulhAih8fMnEFpMQv9U4gONhYFwLTcELmWE86AJLSdEJceuIJZ0xTQ06vhk/TC0sByvgzjFVjzgRZjxR6bpoEA6ry9LK095ToXTRi/8mtzn1L+LwHlaf/bvY9J59kD9YgQtPhd7aN4ZUcpTzx8FFMGuoAKu3KBlgxicuZQRDtdyQ6CxMBB+KvExTj5vE9LyBD7j9drI+9yZRVRDV7uibeGJebqfUG+4DelnXCzaY8nn6WeZs727x+pyg8WiXUEFVvUbDyrd5foNfJ5E7Yly70inxswW7O3XCfvW3c0OoO3b72ajAJpDRlRCYCJYgUvnkmPhUFgWfOg3E153n8uTjVTD8ZqRhmNlX1XDYWW0vv1rX3i6wxmevDoQbhX5w9nEODgYlg0f+s2EdZ5zNKP1YhkhwqWT45M4UJPpBHRA7U65LgWNCeyjkenwWeA02EzAlqxQbY3HHKj2LYZ9IblwcnwSg2rz3dhD3J7nVaBnBBXvLWDvv3YUe/hRfNC3ivzhfGo0HBs3GXZbCngp4VIDvzCF0O/7zYQvQ/LgeFQafJ8SAzcLguDhfDf2+8CHrCNebMRUSfjI0tCaVDApE+LprvpQNb1CPXLr2U3Jk2UDoPmlQfBwwVC4N9cT7paOgDvFvtA4PQBuFgTBjXwLXM8Lhmu5Ifx1PS8YbuRb4GZBEDROD4A7xb5wt3QE3JvrCQ8XDIXmlwbBk2UD2M38+p5aPxquUuNNAo7PCv5G6fvDYrWrOcz3fMSLw7TWlX3h4Xw3uFkQBN+nxMDxqDT4MiQP3jeAz9S3vHRIBS8d3G0pgGPjJsP51Gi4VeSvep939Yf22lEsoU2OEeliRX0oPN3zPFO2zHeDqzmhcHJ8EuwLyYVq32JY4zFHWtyJC0WbFf/00ch0nkDWpZ+Ju1yzYCPR1lzLDYGT45P4IpVYPkhVPes858CHfjPhYFg2nE2Mg1tF/vDk1YFMbfK1r22qnu1O3Nku6jdeE/QbOCnxuvtc+NBvJhwKy4JzybHqIhW+Z6I8aX261Q6glQ2vEw1nV+keWOh4va5cTHC7WtNwiOVitqQbKVz6KKAIvgzJg5qIDDgVlwgX0qJ05WIdm9Qywo4aHz5GaeR3lS1OmbqglUK1tjd6Q/NLg7hW4VJGuKZQbrelgKc6sZDwtSEqWLOmVKAt7wjh8TNAGILJVhwvRbiog9D0nCmWYRkk8GwFIAii8cGWp6IRRivJaNR0NF/OhMeX0hmUvpDEwXTLtzHQ8m0MA9TCC/8bguYnF5Lg8cVU9mB+OZPrNXjSGaGzknamD+u26DYM096CWkCX7FSczxQ+00WKC2lRPClPH9IRpqH3GfcTa+oNhLCvDVGLBzEFvNtSoCmu5EW95V7Q/NIgtn9gcaeJ+9lo0drIE9/aEMGOFSwf3KQvK72QFgWn4hKhJiIDvgzJ458BLlJ1dkpiTWf0G+iKl5WVSvQb//X/tkPD2VX26wTIAbS4YKk5VhQQqvPKdkPDQcEWHev/pVKVNAX9tpCCxjJC1CvYlIKmo/0H3blbVgoWf6mJFLEoliZbD3mqKXQDCN20yBXuV3howiU/Zo6FC2lRcDYxDk7FJXIlx6GwLJ2C730FRG9WtBwURC8nv6fFf5Yn1vG+DhPSM/7I0srTyKugn/5F/3sRgc2zCHCW/e4X/1n9/S9XemkQPG8ggPN9iSLwUFgWV26cikuEs4lxcCEtik9tYojmfoUHNC1yNYbPmL495KlNynejMNfaApG4UIGudt0xamP6+UR0Ki8fpOnnt21IP3dlWkGmy9ljye+efkP0tePxaYOr3Q6g7Vt3NzuAtm+/mw1vGE82LOUXIHTLtteOgqef9oG2t5zhfoUHXMoI5+Vi6zz1blcjDcfNgiBoXsJSvWblYk3NK6DpxjSWAt7zPC81u5QRrtF/GJURLhtaARttLFRDsCdNQStQrWmRK1zPC4aG+ATYH5pjE9Tb5FUGHwWwFDYtlXta5cAVJIZaBaUE8sn5iaoPen1PaFrkCjcLguC7pPFQE5EBO0cVwlafElitPIhhm7QIoVe4zYMNw8uh2rcY9ljy4WhkOpxNjINruSFwr9wLnixj7/PpDmd4+tehTMmBIEZ50DJ7sNQkAdHlJ1sh3+HMHrq3sIeJ9rWO0PZGb2hZ0Q+eLBsAj195HpqXuEDzS4OgafFg/mp+aRA0L3GBx688D0+WDWDjaG8wR3bHRvbvPa1Sfn5JgkQDUJT3YwaW8P3wQrX6UJbG2eEMHRsd4MmyAXCv3Auu5YbA2cQ4OBqZDnss+VDtWwwblLFgGXxeMIhB19WKK3znqEKoiciA75LGM1XLIlf20IveZwX84vFhpGt5+teh8LTKQVNaeXhsJnwUUASbFAe1tcWS/aE50BCfANfzgqFpkat2sUaSfsb0tbXizo1eZbz4UFR/IPxGDcaljHC1NHTP89B2KozBIiWFbFRW+nQrW6ARXfFG+o1XXCthneccXlZ6KSMc7ld4sFTsp32gvXaUxtXe+nQrnGxYar9hBD2Almo4xITjflcVMHVCw7FqmG2ACZOdK4fN41qBD/1mcrBmWkb43rPwdGdf6DjorjaZm4zYm6agxVTnzr4sBb2+J7Qs7w8PFwzl7/t8ajRXK6DXFwsJ13lq4bs1rYLog17nyYrlMN26N3gqHArLgtroSRxCo2pAA6HRCf1pHwblJSm8rrhI6Wiv6IjGVHRT8wo1GX1vAQfSmJBuujGNpaSv5nA4bfjCr7k2VYXNt0tU4HxvgZp0VqBzc8ubUsdzp1PPkmI1zbXwCxcVPitADeEz7hsIn2ujJ8GhsCzYGzyVp+Rx/xC9z7bqWla4zeP7R7VvMfeFo6rlfGq0um8sGMoKK8lxIp0WsJJ+lil6npyfyD6Tg+6a48SsfHC3helHUFezcph8UsBogQpd6Z3Sb2x3Yp54yYSE7NxgB9BsMwPQppMC4r0jDTJIis1Qw3EpI1yn4TAqNuuOV1YsIxRT0O8rnl8sI7QpBa2kKzu2KCloMt5P1Qrc66ssmoleemsqDtEHzeG/CKG/jdFC6C9cdBAaiwmfvDoQmha5woNKd/i5zBtuFfnDjXwLn3BEJUd9bLImDY1u6M8Cp8EO/yKoUjpg3vaeDRuV39ObiiN6hZuain5ZUXT8ZbB63pP97hBM0xfCZfrCc4Xo/MbfNSadX3ZV085YaPemxxxY58l+928ruo2qkbNgh38RfBY4jbueaeq5PjaZKzdwgvNGvgVuFfnDz2XebIJzkSs8eXWgWjgowucvXLTwmbjCOXwWIKgtSXmdroXuH2LxIKbkcYHig55q0EhZnLAl/YwTYKjKoennrpQPGvnazQpDqX7jUkY4129IC0PFYBN5xuzMpJgdQNu37m52AG3ffjcb3jDW/+1lfhFC0NN6ZhyDeltU0IMwFsfcqYaDjrlv8irjoOdieoQKmD7uDe3H/RnosZZw3GpebGaWgt4bPBXqY5P5aL/MBY0pZPF7YwK7bXUvuF/hoSl1w2SnWEgoqjgwWXo+NRpuz/Rjbt8PekLHIU+mF7hdYg6hLySxn+NTNqrX/NIgTRJ6jyWf6ziWDa3QAXmqfFjtPhfe9p4NO/yL4KvROXAiOhXOp0bDzYIgeFDpztyom5UV3r8OZUAGR05NEsNiClJMtdDxPl42dchTXzQlK5kSS6XEQqlDnrxMSjqGJpRByG4GdAktVAjUWRhI+pglwFpW9IMHle5wsyAIzqdGw4noVPhqdA7s8C+Ct71nw2oluUiVKBS4Lhuqajf2WPK1yeeXBrFRzE/7QPvXvmyBxAQ+P7pdAi3n4tjn+AFLl9+e6QfnU6N5Ut9IvYHlf3iM0NLM+xUe7PjEBLIwpaBLX1P3s6LKqY9Nhr3BU03Tz6aFoVuftToh0Xw5k2lfPu7NF6gupkfwhTF0tcvOS6gHQuiOC2MdW9jCWOuZcXxhDB/u6v/2sv2GEQiAPvOv0lQbFnXqHK+yEXslDXx6YjwcGzf5/7P3pkFVXWu79p9T6o7RSizjUYMoEhph0SxAF30nPdIISC+IghDE6OvWna1769HPMjFmx9KyNLFQykRfEhPLLvJqtJRjQylBDmpUyibEUsQWo6CIcM55vh9jPmM+c8w5VyPuOlXWmlXrT4SIizWbcY37uW4OYqmOQq+UTwsyrXCs4sVqdMTeqhS0lOzkKWgrvLaayU6qJKLFauvYJM+f8514ISFVcaCCpEZKg1nr9tVKQiMUwTRWrYGlfVDHgU7o2zn+yoXWqvfZgvdrYRwclRw0DW3GL/k6MJqmo1VQumu5nJRGQE1fCJXpC7/26VL+/xBhMy7MXwc6W/SqIsihyg1pTLnvawZwsCsBQRpuyDRHx3PtxgFjPtQalMln9NiaSz6bc4VvJpsTdf45CvUGFg/+Od+JJb/WDVUVdooKK0uTAlruZ55+xkkBC+lnUdGzVlL0WLs5tVLQjiB4PxOaChdiY3jqW0vRo+mIJ+lTBYC++P/Z7xNgGUBrlXQqJumkhCUvxJPgpzje/6jMDToKveGPrCl84wbTlXplhJiu1NM8DNQFjQ5+Ot7fHB0PVxIjFYALNQuYsHy1YYimYkGxCUi9/ALoskUTpJuExmsX1XFgEloIkbzaMAR6174LPStHQPfS0fBs0Th4UjWRKTkE1R4F0dj/csyUBYcDsuGgXx7s8Snkag4Koze5lMN6qbBwrVMlrJkgp6MRSi9zmM/BNCalEVAvGsN+t+IL/wy/dsmHMmheRmAzppzXTKiEtVKx4PqPKmCTAJ1RtbHHpxAO+uXB4YBsOGbKUvTUiOAZU88PS93hSdVEeLZoHHQvHc2A59p34dWGIepwDSafqXZDuifrJZ9t1WVpqjfaMvTVG+TcpBMK1NN+Mz0IriRGQnN0vEqTs5Ok4F/X/aynR8HzU698EKcUcGP+j6wp0FHoDY/K3NSaHDw3peJHOqHAJ2t1SpvtANp+vOnDDqDtx1tz4APjr+f/A172b5WToJ0LVSlHLOarD5puMWmIkEk1Yr99ECtYs+R4bTYxCPz5MOiscOGQyVwKGsvNNkop5Pqg6WoXtPB3402CpkvRf40A/F6xQZEu3ahTSEjdutskx29jRBL8nhHI3LrrZdCIPmj8GfBhAJPgHDTWuzAoKCWhOwq94WpSBJwKSYN9xgLYRiA0JqFF7/AyCTpukrzQB/3y4ExoKlyKj4Zb2QHwqMyNuQ/XDWWJp/0jmZajJVgePZUWnFppJ90RS+lBBhfn+DCjKJ5qCmBwusGgcHxyp2eDgfk8mwIUBVL4UM6hiM7omdbDF0/cE5XI85tpbHFc78IeNLYzeNS9dDQ8KnODW9kBcCk+Gs6EpsJBvzzY6VkCm6Rx4GUSKKOgCJPPCJ+3TZoD+4wFcCokDa4mRUBHobecfK4dCn31LoqNCeqgpd5lvkHyI9OOPFs0Dn7PCITGiCQ46JcH23Rc5bR4cKOQ0r9XbJCLQgUPMr6HVFXTcyWaJdgE93N90HR+fmiVhYrpZ745VeECvZ+zTYjeZpNFR3zfMSfo3z5Ipeihm1PmJjNQDfSw1F09HdG5kF+TXvZvhV/P/4f9gRGUABo/l3oaju62DFnDsX8k9O8YDK82yGlgBLFXEiPhXHgyHDdlaqYc/zGuSgVhtcbssWTMUgr6XrGBAzbutpXSnb2NRl0XtJ7bVpHulMbIuYpIKCQUVRyX4qP5vx1hY7WUAEcPti0pVzEJjbBRdJMikEcntDVlO6/O+miDEI20lTUgWoTRekAaoTQH0/jqXqV+kT/H78H/hxZwtgY6a4Fn3RQhWairUmI6ZWrofEbgKroxcVNCTD7bmo7/TAJl6Ag/YMyH46ZMOBeeDJfio1XqDc3iwaYAedyYTAlYdKULkxF8cxfTz//6C9+gQT2PpfQzXhfMbUyZuy7gv/1KYiQH7zz1vWEI+/zvH8n1Gxwy6Og3+v7PDjuAlg6tSRkt2KVS1pCpAQ4/fx6tLDhb+y68WDESuhY78PPndo6/2TJCmoIWS+/Qn25LClrPBY2QCwvOjk6ZAadC0hQj/n9kTVE6Zj8dI5fMbdYoJETPrM4GoK2g0eokNEJoTEJjMeEPw9i5sVXSopByQpqGvl/iyQsKb6YHQWtyOFyKj4aWmDhojEjiiehjpiyo88/hao7vvYp5WeE2AUajpuMLAUivGi9D6eXj2Osf42RALb7wz/BrETavEoAzppw3CNB526Q5vFwQwfMBYz7U+efAMVMWTzw3RiRBS0wcXIqPhtbkcLiZHsSLBu+XeCpSz4qywY3s/e3fIX0WsHBQSj4r4PMAks96nwlzG6oq9UYNua+teh+6Px2jcLTj5hAqck6FpMHRKTP4uUkVOQNxPyOApucmlkKK6We98sHbOf7y89BiB3ixYiT0rn1XWRSKCXT6PITPi0LgSW/taZ+UsR8DPewA2n68NQc+MDb+Oo9fOHWTjgvGQ1umCc6FJ0OtoRg2mHGt0pIxRRJ5wxBNH7MIml60xrIL/uZB0LVkLLTnG3n6GgsB/y6AJkx4rnWqhG2T5nAXtOLv3jtCkYKmgO35y69kD3WDgUE+Db9uzaQ5mioOdP2ucKyCDR9VwC7DLDg6ZQZciI2B+yWe8HzZKPageWAU+xmkFLjo+UUQ39U+E3p+i2A3/V3vQO+6ofBs0Ti4W+ALVxIjVRAandBaIBRH1Td8VAE1k+bAXt8COBGYAc3R8XAjLRg6irzg6YLx0LNyBHsIkhypqkWYAGa0brLirroCSGt5P/VGrLVGqjX8neIYtd7PpFoYi7AMnZQbGVh9umA8dBR5wY20YGiOjocTgRmw17cAaibNgQ0fVfBRYD3wj65jCp+vJEbC3QJfVga5jqW++445MTVL+0yF8gIX8/i57G7LYOfjAfY5er5sFNwv8YQLsTFwdMoM2GWYBRs+quDqC3FzBNUbWDyo8pT/OBxeNRi4f5mmn1/2b1VeE6SyTkw/o/t5m7QxpXduYvEhppDb843QtYSVnfb/PFrhndYtH9w/UvF3N0UmqkpKtdz0GyQ3/bnwZGjLNMnlqBqTEfj5bfx1nv2BEZRdAbqlnSKMbTQyCFfLFtiYdHxc7qrrea0mPmRri8bMJSwgltYAACAASURBVB1p0Vh7vhEel7vKKWj022q5oIUUtNa1RNOHTwsJzag4rqWE8aK5I5OzeSLIVs+vFoT+zEmp4xAhNHVCdxR5QWeFi/6iizgPdb2kZpJXlgAvhdEikKZQmsJpvZf4tfj/EIGzLT+TbnJQz48pOmy14FmFi8Jhi5MAInxG7QbdkKDw2VY/OCY0j0zO5gWVCi2LOfUGFg9q9CiI76cq/aznfhauCe35RkVBqbnJCFvKBzdI8F3PD6+6JtQOhf66sbKaR4DuWlMR9q4AdlgC0HoaDt3pATrmL00PiKDLXBkhah7ouaQ14j9QFzSdOqEp6IawFJ6CVoCuChe5bE7qMOGFhNT1S1QcvBhW0t/Y6vnVfS7XgdD8eoap1/0j2UTTd0OUSg6NjhcxDX0jLRiuJkVwPzSC6BOBGXB0ygyeiN7rK+s5dnqWqGD0ZknVgUD6y4kylF7rVAmfSXAaX6snzOMv+t8/k74eYfOXBDhvdCmHza5zVdB5p+R3/sl7Juz1LeCJ56NTZvDfdWNEEvc8X02KgBtpwarUs2aHDVVufMeCShw+17uYdz4T+GmrmkUzNPSgghfoKtQb1A2OxYPr5cmEZ4vGQWeFi2JjCNPP+Lum56W16WdL7mctRY74DCSel2bLB6WNIcVUmFjUTDeFbCgItQNo+zHQww6g7cdbc+AD47mzpQrwImo40LfaUegNF2JjYJ+xgI/6YxK4TCeJrOljNjdqL4EuS45ZHLVH0EYBME1BtyaHa6eg75eqIJvCM/uLI/RvHwQ9K0fAw1J3Xki4x6eQ/9v/pqE5+JsE4FHFcTI4HW6mB8HjcldW8rZdGvlvCeYQXiwl5O/D7Tx42RLMfpbv2Ojb04WOKgiNiXQRQuP7gl7olVIhz1ZpQXY4IBsawlLgckIUT0N3LRnL3KBfq0dwqf/RmjIUrZSb1si1YuyavGjCTRyhFuGCpYcsvuCREjfiyHzf16wYCseBb2UHwOWEKGgIS4HDAdnwvVcxbHUvhS+lhTD6nrXUJ+h8rtGAz08XOjLdxXdDoP8XR/lzIMFPVemgBF9ftgSzn3U704I8LneFm+lBcDI4nas31kxgUwmiHuZvRA+zx6eQFw8+LHVn58X2QdxRTv3sis0ZTOUL6WeciqDTAVrnJaavzTnaKQTWVfNoXBO0ktdlJHmN//Z9xgK4EBsDHYXeCi+9ln7jRe9GOHe21P7ACMquAJoItqjhQNdrtZx2fFI1ETqKvOD3jEC4GDcVGsJS4MhkVkqzw2O21WWEeF1bQhQUouv1uCkTGiOSlGlHMy5oPceteH2h4B1LS7nCBwsJfx7N4PvXDECiguResYEnwKmK4yfvmbCNwDYcF6dJPT0IjXAElQuYehUhNJavXYiNgdbkcD56qnCTiqOnVMmBY+HUTfqgQqHlEKGINYloc1Ca3kOseYnfa+vfS+9XfHFOdRvSAp27MXE8mSo3dNQBj8tduTqgNTmcO59Ru0HhM6bhqZIFwau50sElZAwZN2W2SZsyVL2B58S9YoOsoFj7Lrvv1w7lGzO9zSZZySWVFOs50nEDXcuRbsn9jOdEY0QSnwwQ3fDLiRte63qgVz64w2M27PEphCOT2fPOxbip8HtGIHQUecGTqonyVEQ1uR5Yqd949b+327sCpMMaAK2l4eBTBK2xyo2c/SPZZ7FaWUao5ZmlZYR4PlHP7IaPKngKmpbcvckUNLqg8VqLRWd4vW3LNMHdAl9FISHf+MOys9qhMnyk11w6gYIbfzZokMxqhMw5oXGi4xdHtrH243B2fds+CPo2s/O49/NhCiWHmIa+neMPv2cEci3HxbipvKjwTGgqT0QfmZwNh/xz4YAxn8NoTEZ/K2k6EEh/41bGofQml3IOpjd8VAHrzbzwaza6lMMmApu/cSvjwLlGKhTEpDNC5wPGfDjknwtHJmfzxPOZ0FReMHgxbirXbfyeEQi3c/xVqWeFcuNz1vPTt1kqo9z1Dnt/D4yC/l8c+QSSOeezrTos3c+BtLGqqd7Aexuej1gOihurpHjwboEvtGWa+P1N75x80+ln3BjC9DMW7uqdkxfjpmr62RXlg9Xy+Ug34vnzD56LVug37ADafryJww6g7cdbc3AAfTpPMXqugj673lFAnyOTWSmfVhJ53n9Xpx15GeGnY9gCR2PUXywbo2nHZ4vGwe0cf6uTlropaCnxiIVjVDOg8Nxi2nTvCF5I2J5v5GnTnZ4lsN5M2pSqOA4Y86E5Oh5uZQfAn/OdGHzc9Q7zQZNSQt3k661sGT7uGKwJoTEB+sXEj2E5GVGlCzQ6so5Kjm+lsdQTgRlwPioBrqWEwd0CX+isdGZajrXvKl2QJA1l681XK10mJt60XlpwwRJAMLfI4SlF6mpd+y50Lx0NnZXOcLfAF66lhMH5qAQ4EZgB+4wF8C1RbvzDwvu7fFwVfCFBfix/VMHnHYPlTYhb2bpJeFo62HfcmSXh174Lf853glvZAdAcHQ8HjPlm1Ru4KbP+owrYKbmXL8TGsPQxFg/iZAAp4aOpma7uVXIxqeB+ft1z8naOP1PTkKkIsZxUS43T9/Ug6P50jKp8EK9FohIIr0U7PGbDkcnZSvC96x3VZhhVEZ07nWd/YAQ1gLZGw9HzW4RSR7FxMPSseh+eLRoHD2Z7wK3sAItlhMsJgDWn4UDg9AUBTqLv9UZaMLu2SaqB3s+H6aegBRe0lufWXCEhh217RzAFw8bBrIhxyVjorHCBuwW+KhUHqn0Qluj5oC3BR0sQ+rgpExrCUngCCKEIlhN2Lx0tFyF9TQp4fh4tL8KkFBCOoSpANAEjWmoOW6Hwv/ul5abGTVK6MOfgWdIF8NFkhGVYNLhjME9svlz9HnQvHc3LBnFxjonNhrAUDlvNwWdrNiG0vM+4CEf1lqjewPOha8lYVsC3cTD7fe8dYXFTRu+cMOt+Junn3s+HcTXN3QJfuJEWrPLC44bUF1ZsSOFGjLkNKVo+eCs7AB7M9oBni8axHoyNgxXaEUXq24x+ww6g5UNL1aS1cafZGyJqOGh5pxVlhDRtedyUCYf8c2GPTyHsMsziG3sDLTqzlIIW05bHTZmKcX8V8BKvt9aoOPBc1HHxW5t8NQuhtZzQJ90ZhMZyQtELvW4oLyikaehHZW5wr9jAtRwIoq8mRcCF2BhFIvpkcDqcCMzgnmgKo/f4FMJu7yKoNTAgvdOzhENpBNPV7qWwVXghWKavagKaETbvlIBzraEYdnsXwR6fQgV0Rr/zicAMOBmcrkg8X4iNgatJERw8o27jXrEBHpW5KVPPUtFg77qhat+zVDbY/4sj9J10N+98fk34rOl9Jpurig0IM+oN8f4mbghRLc5xU6ZqKsHa9PPrFoTixusuwyzY41MIh/xz+bOPlpvdbPmgVM6s0m9o9A2Zm8K1q5rsx0APO4C2H2/NwRUc9Wkcgio0HDj2Tkbu/8iaYlXqEEu/9voWwNnwaXLZ2bqhlssInyy26JqlugERuFHXLXVBv1gxUpn2FIrWRA0ILXvrrHTmhYSWfLsU+n3rWQInAjPgUnw03C3wld2/PwyDvpPuXDtAU6daELq32aQJoa8mRXA/drV7KXzlzBK6S3QSuji2vmo88yNiGrrOP0dZziOlg3g5z9ZBfBTp1WkPNhpIb8QERttSTjVQeCA+UKtcZriwaQlmqg0c7dwqlKMVeSnK0er8c3jq+StntgDWGv+lScyV0nta7V7KPcdXkyI04XNvs0kXPisKKVtj2cP/D8O4C/xugS9cio+GE4EZ8K0NmyEH/fJ48WBnpbOiHFPUXyjSz50LFVMBL1aM1HQ/i+nnilFKLY1FNzt5L3TLB9cN5eWgZ8OnwV7fAl6Kas00xh9ZU5RKHtQBCfqNru5V0FifZn9gBHVZrZ6GA9PAqOHQmjCg0EkcucdCvk1S4Zg1ZYQ4cr98nHLkvtZQDAf98jh0GkgKWi/tqakbEAsJpSLGV//6C0t8SioO1JAgiDw6ZQb85D2Tp4NEH7Q1pYSWIDS+J9QJTRdiFpN5pCSLJ7PEsWDJiYgTLHqTK6+bUn5TwFkPOnMwhlBG0kWpxtMRkmHq2UIyTARl1FdLVQG2wGc9Fzj+3jGV+ZP3TDg6ZQbfeED9BKo3XqwYKSeAfxyuXTxoppyTng8DST/jZhS+J1TJg0oac5tRtHxwrbTJjsWLopJHtRklTHxR/YZe6hv/zfayWnZYA6A1NRxk7L/nSrS6xHPXO/LIP4FetIwQE5d6ZYRb3iDwElPQeolLWnhGR/61Cgn55ImWikNQIPENP+k6+zruX6uT0GKR+DEnuZwQvdBEyYFpaHRDP10wHjorXOBhqTvcKzZAe76Rg+hrKWE8Ed0SEwdNkYk8FU1h9JHJ2VDnn8OB9D4jA9I/ec+E3d5F8L1XMXzvVczhNL52SmAZ4TK+ag3F/Ht2exfBT94zYY9PIewzysC5zj+HJ50ROmPauSkyEVpi4nji+VpKGAfP7flGuFdsYLqNChd4umC87HrG1DNVbqDvGcsGcdOBFqy/geSzeP4pAjp4n6PnIE4iaKk3pMkereJBqsSh56LeRMJA0896G0JbpCCCXvkgnQB7VOam3AxCJY44AdYUoD4HrdRv2AG0/XgThx1A24+35uAlhEfj1QBG1FFUs+KvjiIvaIpMhIN+eWa9q+jA3SmVEV5OiGJlhBQCS4WANPWI8EeVuFwwHv7ImsL/7mr3UvhMpwhRTFw2RSYy8CT4bqmHGhelqjLEn0dD39eyc/dqUgTXHmyWVBxLhJ9hnuTCXjV+HmxyKYe9vgVwJjQVWpPD4X6JJ3QvHc0eQPaOYN5dUkooQmgshexuy1BB6GeLxkFHoTe0JofDyeB0ruNY/1GFAphW6gBThDYbpYXaHp9CPqZ9KT5aMabavXQ0e++2SjDiwCjNUgaxlVkvDac3Mq31EtPSYkpN1eqtVWpzYBT7ubeyB+XupaMVOoBL8dF8HHqPTyHUTJoDG6XUszj6Sxe+FOivlxzb+4wFcDI4HVqTw6Gj0Js5n0X43JbBS+9E+KwoHWwwsETaJqbBuV/iCa3J4XAmNBX2+hbAJpdyWDVe/zO4egIr/kMdzNWkCNlJ/jVzL4vlf1rnguhFx3PRXPoZ9R+fOVVCtXspHPTLU56LGhMJ1AmPEL7nSrQCft8rNsDlhCg4ZsqCnZ4l3IFuzkePf3dHkRcrRK1Wa0fEDbhfj8bbHxiB3Ceal6iK+RTJR8mJjN7X3qYAOQksgCdbSsfw3NMCT5+Mtjx2r5eCNuuCtpCCxuuzwiuP8B1VHJgA3/WOQsWBpWt/ZE2Bq0kRcD4qAU6FpMEh/1wO4WkB3XKNtJ4tEBqLCbdJMA7HUU+FpEFTZCJcio9WOUq5kkNakPE0tJTO001pURAtJaKpnsOcRulNQ2m9+4ieDupZ13Jl4lmrnIumATEVhqlnCZChckN0Yl6Kj4amyEReyISL8m3k9/068Jl6n8Uiyt3eRXDIPxdOhaTB+agEuJoUwdUbf853Uqo3dr0jFw9K6g3qQDZXzGlL+pkWc4rpZ0s6Hi39xjzyTGNLKalqIwqT300Bsg/ejPMaz/9fm5fY7xOg3xWgBT8VAIyWeaJ3VvSpbx9kcxnhIf9cXka41b1UMfKP59ibSEFT56yYujxmylJcZ7GQsKPQm3tnefISHfwaG34K/ZHGc/abgNCaTmh0AV8MlSc+sJxQVHLQNDS6oYmWg4JorUT05YQorudAGN0QlgKnQtKgPmg6B9LojUYofdAvDw4Y8zmc3mcsgL2+6hf+GX7tQb88DpvR54zAuT5oOpwKSYOGsBQOnVGzcTkhSjfxjOCZ6jbQ9axIPYvKDVI22NsUwH/Xz2+maTqf3wR81lw3Ua2U1gardA7iJAL62HEj6FpKmOI+h+chnUagTvY3kX7GZx2qxMHJn5+8Z/Lz0Kbywe2DVD0Y6GNXlDFbOQHc93/sXQH2Y+CHHUDbj7fm4Mm2QyEKAKrQcNxMY8nR2qHQ+/kw6KxwMQt/KPwS4Y+5QkBVClpwMb9YMRLul3jClcRIOBGYwYsQaQJbywVdayiGE4EZcCUxkgHwf37AIGrdWEXqE28coneWgzdJO3An1w9aYuLgyORsiyqOvzsw+FZD0qc30oLhUZkbA/Fb5VLC5zfTOJCkxVccSIoQ+jv2oNe12IEDuTOhqXDQLw++9SyBjS7lsGZCJSyTEoQivBFLvL6cyB6gvxUWbBxEF3rLC9bPh8llVTiiREpTaFmVJowgXmeEEnov/Br+gKwFCUgZlKI0A0c4sQzq82EcAHUUenPwTAHYt54lsEVa+OqVHlHf8zIH9jnfKClNDvrlwZnQVL7h0rXYgSXIvxuiCZ/1ftfPb6bx0sH+rezz/6jMDW6kBfMUfs2kOfCZBH4tqTeOTGbFf3dy/WQdDRYPCj52PA8UpaB1Y9nP8c8P4F6xQXEe4iSEeA5gAhkLAPE8vF/iqZ5GIE520QevVXyotQlGAbzeJlhnhQv0fj4M+muHwqvTHvy8E/Ubzx5VQdOhEPsDI9Cy2k90x9C1dBQq+LRpEFNRLHaAR2VuPAV8PipBUUa4jWz+YBmhXgoaoYBW8ZitKWjN0rWnSxXpFt0UtFhIaIWKA69BlxOioDEiiRfRYUkPjo1bU0poLYRGHQemgqgT8VpKmELJoYIj6EXEoiRz48Ko5rhfqiqOFWE0BdLiBqW1m5R6vmhaaIh/l9hBoCjIvV/KVRtmx9BpIZeUehYX5ajcuJYSpnDU0nRmzWvCZ3Olgzh+XGuQCygbI5LgckIUv5dbpd7QKB7USj/TVKuo4dEq5bQ1/UwLSUX1lfg+4DVgo/Qe0PJB1IzdyfVjfReLHdi/f5N6E8qSdoRe9xp//cR+nwAlgDYHYhTgk2o4aBkhAjCSvjRXRojeWZq8PBzAzjNbS89sTUGjdxbBF01eHg7I5sVnWoWE6J41p+Lo/8WRqzheXgyVC9Dw2mpjKaEehNaEktKz9YvWWG0v9M+jZUCJaWh0Q699V6HlEEF0R5EXtOcb4XaOP7RlmuBmehBcSwlTwOiWmDg4H5UAjRFJHEhjQhqh9HFTJhw3ZXI4ja8jk7P5i/73Y6Ys/j0ImzHhjMC5MSIJzkcl8KQzQudrKWFwMz0I2jJNcDvHH9rzjXLBIAXPVLex9l3Z9YypZ9xgwHuo4Hvm8JlqN3SK1235XWvBZ3ru8Y2G0x7KTVYt9YbkYtcqHsRCUDwHcRIBN4LQx/7vSD/TUlA8B+kkAvWxWywfrBvLN4AU5YNEvyEqcPTefzuAth8DPewA2n68NQd/YNzjq3AR8xRg13Loap/JoOeBUdC3aRB0LXaAm+lB0BCWAnt8CmGzNP6O8Ekcf6ej963J4az4bNX7bEGOo/8EfuNDPR+9P+ujSl42RiSpUtCid5YmLw8Y86ExIgnaMk1MA7L2XQbUBQAuem8Rgvcdc4L+HQwedFa4wM30IJWK4x/j1CB84RgGwTZIEPBwQDacj0qAtkwTdFa4yKWEdWOZCkACk1TJoILQ6IT+xRH6d70Dr9YP4U7c1uRwOBs+DQ4HZEOtoRi2SP7EFY7q8h7Ro2ouOXQ2fJpc3COVVvEd43VDZRitkY5TPFDdSIbutgz2UNU+kz1Y3S9lC70HFexhCF/43+6Xss9m+0zovp0H3W0Z8PxGsvqBWEylIXReN5QnZrAECgvQzoZPM5u8FH2TYvnZCkfme97iOhdqDazU8Wz4NGhNDufO81frh7DFLRYO3srWhM9046O7LYOpb+rG8tLBzgoXaMs0wfmoBDgcwDY/NnxUwT93Ivj9h+SipuqNm+lB0FnhwvzHOyT1BSaA9XzoCIBrh0Lv2nfhSdVEaMs0QWNEEhww5lt9Dh70y4PGiCT1JIKUfn72ZLEi/YwQmKtwdjCH8MNSd0XxobgJVUYA/KrxLP29x6cQGsJS4GZ6EPNeb5I2fppNDJJJRaBUv9HVMQua9/jaHxiBAuh5ZkfROVCQEpA9V6JlACWpKLS0N1hGiNMHdBPI2vQjXsNWCZtp5lLQXUvGshT0pkEK/6uY/jQH3/T+7biY49qfH4dzANezcgQ8WzQOHpW5QXu+EW6kBcPFuKlwJjQVjk6ZAfuMBbDLMAuqyWINSwlfB0LTwqwtZHG211cJSFpi4hRKDpqGRkDCr/eY4DLjrXxxLUFeRFMYbWEzEkExgml8mesKoF9Hv9/iJiaFzghbriWY959i4k+6v9AFOaaeqXKjJSZOsSBHFyamwbSKmGyBz7R0cKNLOVRL3uN9xgI4OmUGnAlNhYtxU+FGWjC05xvhUZkbcx+vHCFvwKB647QHh1x0CsBc8aBiE0ZvCuC7IWwDas1whQtdK/0snv94L7ZlCoKe/6gfuRg3VVsvhuoR3IC6Em3x307P+8Zf59nvE6DfFWAuick1HFKRq0IBgBBMp4zw2aJxbCOPuGfF9OVBvzzuEx9I8Rneayj8ou7Zzwj8qibpy4N+eZqFhL9nBEJ7vpGrOLoWO2irOET/vlSChtdVrr8T3PsDhtBkQw6fu9F9r1ByYBp6/0g5DV0zGPq3ClqOVe/rguh7xQboKPTmeg6E0ddTQ6A1ORyuJEbCpfhoDqSbo+MVUPps+DQ4Gz6Nw2l8nQpJ4y/63xvCUvj3UNjcHB3PgfOl+Gi4khgJrcnhcD01hENn1Gx0FHprJ54l8Nyz6n2lbmOrtEbC1DMWTR53Vio3sFtBWifRDdw3AZ9V3QYIn6VNBkUJKN1oFdQbOIFwv8QT2vON8HtGoGbxIJ5/Oz1LoNq9lG8C4WYrPtOIm0Ba558thaDYA4LKMTqFQF3snRUuXIOjVT7IN39EBQ5uCEjPhpb0G/auAPvxJg47gLYfb83BnW3/6cYhkCoJSH3Iko+5Pd8ILTFxvABMb/yeqjDq/HOgOToe7uT6qSAQHf/H5JJCAXLYgStA9FLQ5tKXuwyz4JgpCy7FR0NHoTcrQ9w8SAngiINZlcBsCmBwQlJx3Cs2cBXHHp9C2OI6F9ZMkCGcmERdPYGpOGoNxXDMlAUtMXFwKzsAnlRNZB7eGvNeYAWEJsWEfcecWJJzwxCehL6RFgxNkYlwzJQFP3nPhGqp1EvPYSyOsNICHwTRe31ZWu5s+DS4EBsD11NDtMeXPh8mPzzjuPb+kdxt1lfvAq9OezAw3RQAvc0meNkSDC8vhkLPbxGq18uLoexht9nEduXP+rCH3noX2UW3f6TsopMekno/H6Y5pnk9NQQuxMbA2fBpcGQyAwE7iXOVFp9pLXZFh/Z6KWn5k/dMOGbKgqbIRLiRFsyTz682DIH+2qHQd8xJUTioC59F33fNYHi5Zjg8qZoIt7IDoCUmDo6ZsqDWUAybXMph9QS1cxnB75oJlbBFgq+o3rhXbJDVGwdGsU0PYQJB4aAmGzB9m1n5X0ehN1yKj4ZjpizYZZhlcQpBM/2MCozDDorzD899lQaHbH7dyfWD5uh4qPPPUag/9DQ8WITaEhMH7flG2Tut4b3mkx/S5lfLf7rZHxiBlNWeLdUcw6dQgSaBFRBq/0ieAjZXRmit/5V+1rQSkFanoP/5gab/tue3CJaON1NCppkA71rOPlMUwmEKXFIA9a4bCi/++QE8XTAeHsz2gNs5/jwJjj5svDbRUkKEcdYCSpoSwkUaJqEpJKEjquKoOKaEnlRNVEISTOpREK2x+fjyYqicim7LUCajcdOxcyFPSHMoLYFpCqfpi4Jl+sLvwf8Hh81PFsvAGTc2paQzbmr2XIlmCTCtTU0KnjEJRhbjT6om8jSmOIqspQTAxThqVqjr29rf7RICn8XSQdxcQPXGtZQwuJ3jDw9me/DPPe92qB3K07+KzZcHFSr1htnPvpR+fn4zjaWftTzo0ufe1vQz3XTBe52tHnjd8sEdg6F//0jF5hNNfmv92+m/+9zZUvt9AtRdAVpARlfDIXZ2UH2ahTLCB7M9OARD/6y44bPTs+TfnoKmAMxcISFCMLMqDgRh6KElPmiu4mjLUBbADsALTKdEFAlZ6feimgqhSg4xDf3DMAYtJS1H38bBShBN1BxPF4yHzkpneFzuCg9meyhg9O0cf/gjawr8nhEIN9KCOZC+mhShgNIX46bChdgYaImJ44Ba74VfcyE2hn8vwuarSREcON9IC4bfMwLhj6wpctJZgs4PZnvA43JXVi64YLxCtaEAzxsHy7qN74bIrmeaeibKDc3pIdxcEDQrr7vBIJYOdrXPlNU3UncF9z6jf93MlA+qN3Dzx1zxIN0A+nenn+k9kG6wo4e9Pd+o6LzQLR/U0EyKnUfmNnzo78DeFWA/BnrYAbT9eGsODqCrP1SV4fEUNE0i72EjYmIKUauMsGKUXAi4yaUcfvKeCadC0uB6agg8Lndl4HXXO6yI71qCKgWNIOj5zTRd/yymoM35Z9dMqIRv3Mpgr28BNISlwI20YPb3r35PVhCQMXyVggBdvKc9uIrj2aJx0J5vhAuxMRwIbjTj4v27gwwEd3sXwYnADLgYN5XpEBaMl/3ANCWrAaEVoPJ2HoOD9S785+peOhoelrpDW6YJLsTGwMngdDhgzIdvPUtgk47PWAuwUhCNbrsdHrM5iD4ZnA5NkYkqlxZv9v50jFy4sX6IXLiBCYAfhrEF/d4RbHH/82j2qhsrv/C/HRjFvm7Pe+z7MGGBxSfrh/Dik+5Px/BGZtEN2BSZyMef9/oW8GIa6lld8qF+yZHozd4kKTcOGPPhZHA6XIiNgbZMEzwsdWe+bElx0Vfvwkb6b+dZ/p3SdDuWTS4YD3dy/eBi3FQ4EZgBu72L+IaHCF6pe3wj2fC4EBsD7flGeLZonKzeOO2hcI9rKmjIufdy9XvwuNwVbqQFQ0NYCuz1LYBv3Mr4xoseANZ0PxMP+/ObaYr3RZF+vpbAINCud+DlmuHwuNwVrqeGwKmQNPjJeyZs+49RXQAAIABJREFUIsWH9Lojlg/S6YtX//qLwjuNJah4zaPljy3VH9ofGIEA6IZZZn2oHOCjDxnH8BsM7JyuHSqXES4drZuCxMTaZmmCw9YUNMIAPRf09dQQaM83skkO1BBgCnr/SOg77gy9TQFyEZmtKVAtFcdxZwbhv2OjuPgePKmaCPdLPOFWdgC/TtUHTYc6/xyeBv3GrYxDaFsVDeJiTfQkWirNupkeBLdz/KGjyAselblxUIJeSz5avJ0k9qjTUkp3URjNk9F60zAIpRFMI5y29MKvxe+lsFmcoqFJZwk6q1J96DhFmCKNlqPfFBfij8rcoKPIC27n+MPN9CCrSphoElMLgtmiWEH4jKWDe3wKoc4/B+qDpvP79K3sALhf4sn7HHo/H8Z+b/Qzb6N6Qyv9jwWkvU0Bys886neWjIXH5a7Qnm/kG8J67mc6iWRt+vkLct7/5D1T3wGP78HXEoCvG8s3nrrbMrjfE895c977cw2z7PcJUAJoaxKBKg2HtHGnKiP8xVEBwzCJia71x+WuuiloTGGiAkAvBW2NC1rruiqmoL9yZgocvWurloqjo8hLfnZeOppBTDppgmlM9EGjI1hKyoqlhP8WCC3o7jANrXvdxOd1LRCNag4JRHctGQtPFzqyVLQEox+WusP9Ek/oKPKCuwW+cCfXjwPptkwT/J4RCDfTgziYvpYSBq3J4RxQ673wa66lhHHQfDM9CH7PCIS2TBMHzndy/eBugS90FHnB/RJPeFjqzqHzn/Od4OlCR+haMlZ2PKNqQw884watxn0RU8962sI3Dp9J6SAm23FDgXufceqATPr0rHqfF4DiOael3tC7521yKVeoprTSz+bOOy33s176+XuvYj59oJd+Rv3N82Wj5MkDuukjbabT8kG+MSvoN6y51tkBtP0Y6GEH0PbjrTnwgfHCphGKJLLWOPrLi6HsxrR1kNUe1vmjP4FlDvPhy4kfww6P2XBkcjZciI3heoK+zawE7WVLMB+Fx4s5/bsVKWjJBX01KUIBwFeOV6dBUUXwlfPH8K3gwX22aBx3QYt/Py1hoz8DV3GsGQ6dlc7QlmmCpshEqPPPgR0es+Er549109jLJCC31b0U9vgUQn3QdLicEAV3C3zh6UJH2ROMENoSsHy6VB5zP+0B/T8wL/OLFSOhs9IZ7uT6wZXESK7k+N6rGLa6l8JXzjLQEVNFWiCaAh0E0VpFVtQhik3Qj8tdVWUcmBDoXTcUXv3rL6yUYyPTZaheGwfDqw1D2EPruqGaCYo/5ztx4Nyeb1Q4N7UKnxA80wWuFngW05W4wP3K+WPY6l4K33vJyo0riZFwJ9cPOiud4cWKkWzh8MMweHXaQx7nlVyy5jYUOHyW/N5PFzrC3QJfuJwQBfVB02GPTyFslTZclklpdq3U8VfO7Hyr88+BpshEpnypdGabPkS9QbU7YvFgV/tM9vNI7udni8Yp/OffEv+71s+xUoLgCICx/PDFipGK9DP9GWj6mf/9P4/m6eu7Bb5wITYGjkzOhh0es+HLiR/DMo2NJ3P++f6t7O9+eTFUVzuEyesLm0bYHxiBAOjTeRZH0imEVcAodCHXDNb1wDZGJMFxUyYcMObDLsMs2CpNb9AiPr0NImtT0I0RSXAlMZIXkXGvPaZBfxjGYBRREWAKWg++66o4OmbB85tpPFnEXbg1sg+6+9Mx0FnpzHUkl+KjoTEiCU4EZvDE7LdkSsNWTzCF8/jeoLN0g9QWr5fW07qu3y/x5LBEAaJx1LiaLLr3j1Smvcj0C44bcyB9I1mG0reyFWAaX8/ul+q+6Ndx0Izp5ptpTNskAWc+Ri5M1fAUH07VoON5E0k8S+AZF+E4gized/RSYFtc58KGjyoUDkxchFtKgOn5vdcT+IyJdvysX4qP5tqJzkpnVr6J3ueawbL7XEpWPr+Zxt5rKzZdFOWjmH6m6pm6sex93Cqrd7CAsy3TxM95W9LPWhvmtIBxvZQC32WYBQeM+XDclMnPeU3/e81gRfkg33QyA9/Fc/3c6Tz7fQLUZbWWnKiK+wX1DtMyQpqCFtRqWilo1N5QD22dfw6fPHhTKWh6LuLmnnhdxUJCquI4FZKmr+KQdAC8/FX0QVMlQFOArGugxa8DgNCaRXUUWlJdkTg1Il1L+066y9OJCKJrhypB9CalI7pn5Qiu5+ha7KCA0Z0VLvCozA0ezPbgQLqj0BvuFvhCe76Rg+lb2QHwR9YU/mrLNKle9M9vZQdw0Nyeb2SwudCbA+cHsz3gUZkbdFa4KKHzYgdZs7FyhNLxvGmQEjzXDpXBM06B4nSQmHrGjQTamUDKe0XNw4DhMylr7/ktQul9xvuf4H1+vmwU197oqTfops9P3jMVxYP0vofnHH2GeZPp55+8Z0Kdf47Kv34zPUg//UxVkkKvkap8kDwPWiofxN+DvazWfgz0sANo+/HWHBxAr/uLnIgUCrkUhXxSGSEWkV1OiILjpkzYZZgF6yUfLZYRoov1r2MZuNsiuFg7K515GVjfSXdVEZqlFDQC8EP+udzDjDAKFyk0EbrZdS785D0TTganQ2tyODyY7cH+/l3vQF+9iyoBrqniaDaxB2GpFO5hqTtcTw2BhrAU7sOlPmgEu9QH/cXEj6HavRT2+hbAqZA0uJIYCR2F3vBs0TgOoUVlg7gI5D9X13I+6t530p0Bnq3Ms/h0oSN0FHnBjbRgaI6OhxOBGbxkb7PrXFgrlPuI8FVMFtKEkbn0HN7sL8VHQ2tyONxMD5K9aUVeige7J1UT2YPdgvHwdKEjPFs0jr+eLnSEpwvGw5/zneBJ1UTFgyiWl9zKDoCb6UHQmhwOl+KjLe7AU58qTVTq/dtpudlap0rYTEoaTwRmQHN0PNxIC4aOIi94utCRAd6tg9iCFpP990v5pg7CZ7qAVSlVJPj8bNE46Cj0hiuJkXAqJA32+hbY9Pk6YMyHhrAUuJ4aAg9L3eXSy59Hy6oXPfUGanfqXaB/1zvQ+/kweDDbA1qTw+FkcDr85D2Tu9/pphMqQJY5zOf+6UP+uTIAtpB+FgtA+066y+Wnlc4K9/wW6e//61jZPU/LB9dL6p3jpkxeCPninx/I5YNWXOsurPuL/YERCID+n5lWlXLhOD4HsC3B7N6BZYSbZRcsTUO2xMRxBcVP3jOhRiri+0IqBMVzVg9GabmgaRoSlQQtMXGqMrKeVe+zBEyNRhmb5IIWdQR6SRc+Vk58uPw9qBur9EGvep/76e/k+sH11BC4GDcVzoUnw3FTJhzyz1VsnA0EQi8ao79wQyWH3vX8ckIUHxunwISDaCxcwoWclvMSYfRxZ7YQbzAodUyoYroSDS9aY+HFtQQZTkuAWvclfQ1+z4vWWBk2Y8IZgXODgYGS485K6KzhMEXH84t/fsDBM12A4/jx5YQo3fuP6L8UwZc148fm4DPdGD7knwvHTZlwLjwZLsZNheupIXAn14/3NvSsel/pfcbNlpZghffcnHpDVFDQz7qqfLOGbSLj55yWj4rnO00/W+N+nk+eTVZKzyabXMqhZtIc1fmumnpYM5zBPal8EN8DDuBtuM6d+5+Z9vsEEAB9/j9sAjP8M6RVRogp6MMO7POEPtr1Q2T3+oLxbApB0gHQ0k8EYrQITUxB47XU1hS0mMbEc1JMY+pt7omqIw7FJNURKu36viZagAOjuIoD07Nc24Bw7A1CaAW8FNPQt7IVaWjuhpa0HCoQjZt61BG9YQgPlyhgtJSMxrUAXQc8LneFR2Vu8LDUnYPpe8UGpu8o8uKQWvWS/gy/FkHzw1J3eFTmxhLOdF0irUl40plCZwzRbBiivN+JiWeqH2wwqFzPz2+mKTcQaD8CcXq/MfiMmzyoU8EeHVRv4NTPDpbi5kpDopp6MNtDVzUlbrqK5xt9dqHn2+ukn1eOn6ebfsb+A9zwwY101N48KnPjEwcvV7/H7onoXd87giXVMf2sUT5I74/WbrT9ev4/7PcJ+zGgww6g7cdbc3AA/T/+m2YiUSsV2H+ApcWeVE2E3zMC4Wz4NNjrWwBbXOfC6gn6QAhTyEenzICLcVOZi3npaPZwRVLQYhqSlgH2/+II/dsZ/KVAbLd3EWySFBj49+NC5RMdINaWaYKuJWNZEmjvCMVIvqaKgyoJ9rAEUfenY6CjyAuuJEZyH/Q3bmXwmaQE+USA4YvGsMX/l9LPss9YAGdCU+FqUgR0FHpD12IHdRJaKK2jEJq/PxIwfHXWhy2md7BRt+6lo+FRmRsf724IS4HDAdmw27sItk2ao3Cs6qWARbhDfaJaD9p7fArhoF8eHJnM3FtnQlPhXHgynI9KgAuxMYo2aa3xN5pgoGN2tB37QmwMnI9KgHPhyXAmNBVOBGbAkcnZcNAvD/b4FGo++IieTUvgmeo2NnxUAdsmzYHd3kVwOCAbGsJS+FjzozI3ptz411/YIuHn0fDqrI+8oUE+z3ThpVkqKcHnrsUO0FHoDVeTIuBMaCrsMxbAtklz4MuJH8PycSxhP0/4jP/dgRX+feNWxr3PVxIjoaPIi00bbGRpN6qc0VRvUOXO3hHQt3EwdC0Zy9P+4oYP/YzTDadNLuWw27tIseHzYsVIBj5+cVSUH6qmHmj6+etB0L10NHQUesPFuKlwdMoMRfpaa8Nr9QS24bXXtwDOhk+D3zMCWfnouqEq77zWtAdOXFz4H//N/sAIpITweApPRlqTDHz2oAK6b2VzKMUTwNtlHyxNRF5OiOLgFYv4tPzstqagxUTkufBkuBQfzUpVpUIyxUi+BKXQiWtLKlSV6pPeA54Er3dR+KBf/esv8GLFSO7ERh80uuqPmzLhoF/eG4HQYnGd3gIOgQm6oU+FpHEtx5XESBWIxkmXrsUOPL3HU2GbNfRLqF6qG8uAtLRAV0DpRiMD07QrwMILIXNvUwADIRQ2IxD5xVGGIugrpVqnzcp03vNlo6BrsQOftBHBM5YMngtP5sVnh/xzdRfgCLzEQsk3AZ8P+uXBcVMm72qg3udni8ax1O+//qL0Pksj/S9aY9mzxoMKVbrLlrS/wnm+6x2FcgeLR3/PCIRL8dH8XKcTD7amn7V6K7CAEc/1ywlRiokH7n3fPognwPlmk/QeWDXpIf3bG4+n2O8TQMtqP7FpNF1RjCaVEWIKWlGKhgXTqAVY+66i6+N+iaei/JOmoKl/3VwK+nUTmZjC19rYo0GNwwHqjb0bacFMCyCBMU0fNMKxPe8xqIlAE8vR3hCE1gJninJCVB1ppKFpMbguiNa55vZtZJNRChgtTTs+XzaKA+muxQ7aAZVKZ56YRkgtvvDP8Gu1AjBdix04cH6+bBSf2lRA5/XS1KaFe5sInrUK2VWpZ6LcsKVQ8rXgM5Z9ose7biz7fEmbPFreZ9zouZUdwPWGdOP1cIAy+KO38apVPGjrxIG59DNOAYnp5zu5fsrizxUj2TmGupsfhrFNHqH0k/+uSPrZ1mtc46+f2O8T9mNAhx1A24+35uAO6L8NUnpRpWSkXhmhCIVwJF8ciUcotORDBoXQxYxQqLPSmfmPNVKJYgpa4aGWPMy3c/yhOToeDgfII/kIpbTUBFiIhoWED0vdWSmZpATQU3HQUjaeDK0dyjUJ6Og9bsqE772KYbME47GUkOoB/jpW1iTUTJoDB4z5MoQu8lJB6N5mE/udaEBorgmRUqt8AXjMiSs5ela9D08XjOdp6JaYODgZnM5HXumYu6ijEBd9WothHOnGBwH039VI44e7vYtgr28BHPTLgzr/HDg6ZQYcN2VCfdB0OBmcrmqlpi9stT4ZnA71QdPhuCkTjk6ZAXX+OXDQLw/2+hbAbu8i2GWYBTWT5nDPGD7siEUXIqSh/y5RO0LHeXGE/2RwOrTExMmp5wXjWZGRpNzoO+bEgRWm6fFzpAmf2zLYpo4In4u8OHw+YMyHmklzuN7lr2PVmpu/SefXZte58L1XMRw3ZcqOcdS71A6Vk/5C6aamekNS3vSsHAEPS9158aC54k/cbELlzuGAbGiOjofbOf6yf1rwL+uln3Haonftu9BZ6azY7PrGrQxWT2Dpa7rZRZU/qNwRN7v0ygf5pAO5zrT8bZD9gRFIsu1ovGYxmW4KuHMhdLXPhOc3kmUwdWCU0gkrpCKbo+PhVEga1PnnwG7votdOQYtOWExF1vnnwMngdGiOjofW5HC5mG2hozyWj+lQLCQkYMpmFYeeD/rAKBnQSaWE1AeNCdGGsBQ4ZsriHlPUOGhBaAoz9ZJEegVaetBkn5EV+WByD8fHRRB9r9gAj8rceIKPuzHXDJcX7ZgU2y4l+mgfwP6RMpQ+7CCD6ePO7FXvwiG16oV/hl+LoPmwgww+9o9U9gjsGMx+jq1kJHzdUK7Z6F46mie+HpW5ccUTBc84dozJr8MB2bDPWKC7+NYrXtJLftFNAz34XDNpDvddHjNlQUNYCk/4U+8zlg7yDRYpSanpfbZVvUE2mhTFg1LK/8WKkfB0oSPfYGlNDofm6Hg4GZzO9Qg1EhS0NKFkTfp5t3cR1PnnwKmQNGiOjldNOyic7wdGyRtNN5LZ85/0rGWpfBALR389Gm+/TwAF0PMU5VxaqU1ryghR59LbaFQBsr6vbUtB47lpLgVNN4VsTWXS6+maCZUWVRwng9M1XfuqLhX0QdNSQuKDRkXAvxNCayo5NNzQFEQrvPoURB92UJYVitfizXIymqr3Xq4ZDj2r3mcJ6RUj4cU/P+BguvvTMQxOS4AaIbX4wj/Dr+3+dIwMmv/5AYPNK0cw4LxmuFoVuIn9fJr3MCwXPOygCZ6xOJKX8Wq4nrWUG/9O+MwVN9T7TEsH0fus0a0jdh2cDE63qN6gznVrigf1pg3MbZ5j+hmnX6xNP/d9rd7g6W00cg3b65QP0s3K7p4voPHXefb7hP0Y0GEH0PbjrTnwgfH8PGnkhsAZVRkhaigajbwUrLPCBW6kBcOZ0FTFWD5NQVMw9ZXzx7DTs4QD4I4iLzkFLbiY8cJO4W/PlWj2EFMzGHpWvQ+PytzgemoInAlN5WP5CKa0IB0tJDwTmgp/ZE2BP+c7MQhuRsWhAnQXQ3lR3Ms1w+FJ1UT4I2sKNEfHw5HJ2bDLMEtRSkghHULolePnwfqPKqBm0hw46JcHDWEpPAnNdRw7BkP/YQfobQpgUPNRlS7U7Hq+hidqe36LYLBnP0uc9q4bCt1LR8Pjcle4neMPV5MiuG91n5E1hH/jVqYo5PubGWBLF8fUyYUPBgg0vnJmD+GbXefCN25lUO1eCjs8ZsO3niWwyzALag3FsNu7CH7yngk/ec+EPT6F/IX/bbd3EdQaimGXYRZ861kCOzxmQ7V7KXzjVgabpYebr5w/5gt8XEhoOf3wZ9cC6tQj+ZXzx/CNWxnslHQb6JG8mhQBt3P84XG5K0tMrmMlHf37R0LfSXdWYCQl1unnR7VZ8KiKbRY0BbAHvx2DFdqNq0kR0BCWAgf98qBm0hxY/1EFrJTOK7oYx80dLB3cZZgFRyYz6PtH1hR4UjWRe5/7f3Fk3mNzGyyiemPtu/DnfCf4I2sKnAlNVRUParmXMX28x6cQzoSmwvXUEHhU5gY9q95nTrljTtBzJVoBwfE8F93TfKOryIsD8J1C+rlilFr3g7qdM6GpcCMtGDorXHjpaW+jUaEf0Sof7DvuDP07BsP5ecPtD4xAAPR/RbFFE/Gjig/fCr0MwiksIzzrw66bPw6H/moZvP4530mVjDxmylJcm2xJQWt5Yen5fMyUBWfDp8HFuKlwMz2IF5Px0XyxkLDZZFZPIC4GVQVbJCGK7wNXFNBSQskHfa/YAH9kTYHW5HAFhD5gzNeF0CI80VvUmbtui+PjNQScYHoPp1oaI5IUiei2TBPcyfWDjkJveFjqDp2VzkzPQWE0KWriC/qvSYrsuyFsAVw7lC3qfxwul9XuHym/DoySX/S/Y1ntj8PZ99cOZf8/HPuuJg5SBBxiIdZiB6bZqHSGh6Xu0FHoDXdy/aAt06RIPCN4PhGYwVNfuPCumTRHc+zY0n3J3Mgx/R2J8PmAMV8Bn1uTw+GPrClwr9jAvc+K0kFJMfPqrA8bL9ZI+Fv6bGtpZnqbTeriQUm1g4WjN9OD4GLcVDgbPs3sOW7u+cNc+pme4+KkA6afe9cNZZ+5H4czp670PnS3ZfBNJr30swK+P1kMXR2z4Nf/irLfJ4ComhrLrfaj6pURdrXPlMsI30AKGicT9vgUcjgmbg7RFPTrwDFL11KtyRL07Gv5oJ8udNQuJUQf9P8DCK1IQ2u5oamWQyx41VMfiRuD9Fq9mXTBYEJ67bscSr9c/R5PS/esHMFfL1aMVL3on2Oq+eXq92TYvPZdvlnKu2k2C/corY1TDbWUbvHurWxt17OQev5/Ap/peUVLBxc6anqfac+OOPlj6R74ups81Lcupp93GWbBHp9Cfn69ifQzlg/Sok9bygfpRNy5xnL7fcJ+DOiwA2j78dYcPLEw67+zi7C58XQCgfsPjIK+TYOga8lYaM83QktMHBwOyIYaaTT/72aKwb5xK4N9Ru0UNHdBP6ricEPlYW40MjAgqQHuFvjy0fydniWw/qMKWC44citGyY5cTGfW+ecwCF7orVJxoKJAVHFQZ29vUwB78JBSoo/LXeFmehA0RiRBnX8OfCv9LCvHz1P9LPNHs/cDIfQOj9lw0C9PoeN4utCRvS81g6G/biz0NhrZeyONh1Kn8P/+v7sU0KerYxZbEOLYe+1Q5l1d/R4f9f4jawpcTojiD+d7fdULQVRWiEktqqzQehDHkcRl0sMCQuk1EyphrfRg/pXzx7D+owrY8FEFbHQph40u5bCJvPC/bfioAtZLkPnLiQw0r5kgw+bl4+QW87+O1X+woT8zTQJSpQhdxO71lUHV5YQo+CNrCh9lfrn6PbaYrx3Kx3dfXEvg7khcvNJFOx/ZfVDBEqGNRpboqWFjbk8XOiq0Gwf98mCHx2z+GVryodJvjt5n/Ax961kCdf450BiRBDfTg+Bxuauc7v95NPQ2BSic4qrPNSpmBPVGR6E3XIqP5kWbOGUgFg8uHPMJLJfcyzuJauduga98fu0fqQLAinP8UZXS/Sykn/cZZQCutcn0d0m1UzNpDhwOYIWj7flG9vdL1zcKv81phvo2DYLGWf/d/sAI8n2i6WCQAsJahDQIX9tnyoCq3kUGVFIRn1YKGtOR5lLQ4jWJntta6chtErA75J8L9UHToSkyUVFOpioklDQFr1vQJoI6TIOrSgl3DObTKl1LxvJSQoTQzdHxKghNdRw42mothDaX3qObhzjNYk6vhCCaOv9v5/jD3QJfuF/iyXz/Eox+tmicusCJjDXTlFnf11LSrFpaHNYMlgGA+MI/2y59/VYCLxA2i+PdpPjq2aJxHDo/KnOD+yWecLfAlye9sGNABM9a2iecwqGborakvvTgMx03Ru2GCJ8x1f9H1hReOti1ZKw8pbNDo3QQU79WeJ+tKtokehlaPEjLRpsiE6E+aDoc8s+F772KYdsbOr9p+hmnHDTTzxsHyxtM9S58gwnTz/T5SndzjcD3poNB9vsEEAB9tlQBaSw5UhFucmhGUtAvriUMOAWNn7cjk5UpaDxXRUA2ED0APvPi+Uqvo996ligSmicCM6AhLAXORyVwH3Rbpon7oDsrnbVLCXcM5rCs/xdHXmxnLYQWNwas9UJrpaG5lqNzoVkQrVn8iiC6bqwSRv84XC4uJEBavK5TMP1qPdtQ5KlpnRd+Df8eWoIu3nfwfoOFgrghitAZFVLHnc0X7GqBZyn13NW9ymzq2ZbfjcrZbQk+n3Rn7z9u6uzQKR2sdObeZyzbvRQfDeejEqAhLIVvwuK5hZ079D64iqzVBqK5ETd46DMKnlvYX0FLlF83/YwlnzT9jJtrlgC0YkOgexWcO1tqv0/YjwEddgBtP96aAx8YG7Id5UI+UghIR9SpCgMTgphCvpYSpnAxrxw/j4/n0xQ0BVQ8BS24oHubTcwFLaQjVQnN74awFLZUTnYuPJkXAa6VHMwUgmNCcqWUFq01FPOEJi9pq2ZJbA7hNUraFD7osz5sEbN5EDxfNgoezPaA66khcDZ8Gk+vfuXMtCSWIDTVcVxJjIS7Bb7wdMF4ltzczuDZqwYDvGiNZQ+WEgCiN0AF+HlUxfzCF0Pl0fcdg/lIrJg6PBs+jZe17JQeIDZIcIMuCrVco1pAep4GlF7yIXuI+LsDe1D/x7gqWC69VjiqX/hn/5AeXP4ugeYlGrBZfJDRg+T4MIOL17XEE4vpqaNTZsDZ8Gnq9BSO6O8YzEd3X14MZQ8oj6pUGwMKwNu1nG0MtMayhfqBUdC/XSqMXDAe7hb4wpXESIV2wxJ8XuYwn6tcDvrlwdnwaXA9NQQezPaA58tGscXK/pGKTRWqcVFs7iB8rRsL/dXKks0zoalQayiGjdK5TT3rFP6udarkBYjnwpN52ejLNcPZglFjwoCe313tM3nRJ9X80PQzbjCJ6edFY9jvk7qnr6WEyelracKDqj8UiiFafCgVLzZkO9ofGIFMyuwLkEf1dUq6aEqSj+ijguK3CHlE/4dhCkgl+mGtTUhqpaC1EpJfOX8MW6QS0T0+hXBkcjacCU3lBWUIqZ4tGgc9K0ewQkLJEatQFeBixEpPrkpVIJYSHnZgC5+awYpSws4KF+go8oK2TBNcTYpQQGjqhP7GrYxfp0W/ormEkaUFHo6RY8JIBNGYiD5uyoRTIWlwNnwanI9KgItxU+FqUgTcSAuGtkwTh9H3ig3wsNQdHpe7wpOqiXI6+tMxfARaNf6MiTQNaMBfWvCBJOT42DaObH86hqecn1RNhMflrvCw1B3uFRs4dG7LNMGNtGC4mhQBF+OmwvmoBDgbPg1OhaRx1cYBY74KPGOi8guNsX5rgRbeM7W8shukDVLqfKbw+WpSBLRlmhhszs97AAAgAElEQVR8rnBRlg7WSPD5sIO6dNAG77Pi8yxBQoVaBh3vG4ZAz8oR8GzROL65hEWjZ0JT4cjkbNjjUwjfepbAFte5iukrcxowWg5sacJB9LwrNpd+GCYrdjD9TM5ri3ohcl07vy/Afp8AAqAbZlo1pi5+rniyVi8FfdpDTkHXsukz9NSaS0HjZw5LXWkKmioCbN0s0tswopt5oorD2qJXnCShpYQv1wyXy9JIKSFCaF5wZyWEtrbYzmIaWkPLQUG06IhGXz8H0TQVjYoO9EVTII3TLDuEDUcJTnNA/TUB1ZtlsIwv/Fr+vdsF2IxTOHQC58AorthQpJ0RPEs9BaLjWQGedXQbr5t6NlsYaQY+9zYalfBZKh3k5Z5rhitKB3ESyNrCXXPnlS1Fn+Y2ybUUN5h+Rl0YTmiZTT9vlD5HtUPl9PNpD7PpZ1EvZCn9jCGEcw0z7fcJ+zGgww6g7cdbc+ADY/00phTo3yqpMC6GqsoIaUlXb6ORpYU3KF3Mdf45sG3SHE0ArJeCRkhFAfiLawnaCUmaUpQg1fNlo+BesQGuJEbCicAM+N6rWLOQkIKyz5wqYat7KdT550BTZCLXFfR+zlqa+447qwoZNXUF1xIYRPhxOLzaMAS6Px0D94oN0JocriiP+8yp0moIvc9YAKdC0uByQhTcyfWDJ1UTGUDbOoglU1H1cDuPbQhoeKE5VJPS0M9vJLMCrGNO7IGqWgA/hd5wMz2Igx8sBqo1yOkkbKbHMUW9BTW+1xT+0gcKhB640MbXwjHqF/3z+QQ0az24iH+vFmCh5RVfklRkraGYF5ThwvVmehB0FHorF67VEpA65sS0KDeSeerZ7O/hyWLovp0nq1H2joD+rSzx+KRqItzJ9YPLCVFwKiQN9hkLrIbPnzlVKsosW5PD4V6xAbo/HcMA2o/D4dVpD3Y+6WhlaPFe33Fn5qL+fBjXyjRFJkKdfw5sdS/l5ZpaGztYPPi9VzGcCMyAK4mRcK/YwEA42Vyi0xXihMOLawkKAIybS9amn9dK70edf47SPb2BjZ33NhrNXtdeXgxlAH4rg9/101ztD4wg3yf+149eqqSguaIunpSkY/pNAfKY/o7B0LeRbWRSUGUpBU0dsXpOd3Tn/p1sNG10KYdqyemuWUhY6M2VBQoVBykkNKfisAjtJLDCSwnRi103li0CpVLCnpUjrIbQ30pwni729K7R1oyRiyU/mDRClVI1AdGo5qjzz4FjpiyoD5oODWEp0BSZCC0xcXA5IQpak8PhRlow/J4RCLeyA6A93wgdhd5wv8STA+nOSmdeBqUoghIdnZKnU/WS/kzlBMXCKqmsqrPSmQPn+yWe0FHoDe35RriVHQC/ZwTCjbRgaE0Oh8sJUdASEwdNkYnQEJYC9UHT4ZgpC+r8c7hqA8Ezep43fFTBk5RiqZk148Z69yq62P7GrYy7ua2CzytHyKWDPw5n6S78HNPSQaLUsSXRr1BvYPEgUW+gUqaj0FuzeLDWUAzV7qWw0aWcb3TjxJW581p0vFuTfn62aBxLgm+UQBPqdZoCFOe01dc0Mtnxv370st8ngADo03mvXdRFU9AIzwaSgr6eGsI/dyeD0xWwTExqiueuNZtGWuEGquIQPbU1BJZp+aCvJEbqlhKiU19RSmgthJbO84F6hq3WcoggmjqiRT0HpqL1CmMRSOtplhBOI6C29MKvxe/V0j0hcDZXlIsFuVSzQR3PIni2UrcxYD83buBYC59J6SB2IOiVDtLSXep9xk0dUb1BN2LFc8oSfNZbu32mMVlAN3XwfLoUH63Y0Hnd9DNOvYkqG1sLVs+dzrPfJ+zHgA47gLYfb82BD4xHYlnCs3cd2/V91WBgiUkhKYij+goXs1RS1poczlPQG0kKGlOKmIKmLmgc0+8o9IbuT8ewxOaBUdDbFKAYk8ebbXfPF3xM/9VpD+j/gY3vPl0wHm5lB8D5qASzqgBRxVFrkAvb2vON0LXYgSUMbAF3V6J5KeGrf/2FlcgVesOVxEg4GZwOe30LYLPrXFgzgcE7HCvVgtBfOX8M2ybNgb2+BVAfNB0uxk2FW9kB0FnhAi9WjJTL7o47w8uWYJbakRZNIvxUpaFv57GSoLM+ygTi2nehe+loPvb9e0YgXE6IgsaIJKgPms5LgjCppNccbi6NLAJiEU5b+zL3/9BKXes1JmMSEkvJ6oOmQ2NEElxOiOKJqc5KZ+Z5XvuuMjF11oclIcmCVRzX5RsV+N63ZcDLlmAG3qRyyBcrRkJnhQvcyg6Ai3FToT5oOuz1ZRsWXzl/rAufP5Fg65oJlbDZdS7s9S2Ak8HpcCUxkulkFjsw6CCVDvZcibZtI2X9EOha7ADt+UZerFlrKLbqfEK1zfmoBLiVHQBPF4xn15Qfhsklo4+qOKxXJGXvlzKtzQGW3O7+dAwvOUW9jpb7uWKUnH7eSNLPrcnhcskodU9Lah1xsuP5zTSWzv2Rlab9Od8JjsTawQIAKav9TzdVIZ8WgNVypT67X6oc1bciBU1d0LsMsxSFqZj0FUvKtDyx/5BA3pdSIeEOj9mKQsLzUQlwNSmCl7Y9XTBedsVuHaTWFmAqxkpnrl4p4YvWWAbkEULvescshKZOaEzz4bV5qwTycNGnl+SzdsFHk3xaIBoT0bRo9pB/LtdzYCoaYfSl+Gi4khgJ11LCeDr6VnYA3Mn1g7sFvtBR5AX3ig3wYLYHPCx1h0dlbgxOV7hAZ6UzPKmaCE+qJsKf851UL/yzzkpn6KxwgcflrvCozA0elrrDg9kecK/YAB1FXnC3wBfu5PrBrewAnnK+lhIGVxIjuWKjKTKRp51Rs4FuSyy8pYlnETzTpJe1AMtcmRnCK1xo/+Q9k6e8qPPZLHze9Y4Mn5sCGHzWKR202mkupVNVOpmtstv96YLxvFTzalIEnI9KUBQP7vCYDZtd58KX0saJWIKsdU5/Mlqdft7qXgq7DLN03c/m0s94PvP3QsNtr5l+JsWLLf/pZr9PAAHQJ7M104J6wEZMC1pKQff/4sggIaagNVzQD2Z7cF8tfvbwulnnn6Ny1WoVpQ2kkNAcMMMNPNEHjQWvtJSwo8hLBaF5clMHQuvqOEgCl/5ubIHQ9HzQAtFcy0ET0ajmwLJCoufgqWgCo9EXzdPRWDArlssimKZdAHtHWH6JXQIImsXyWwTOpz1krzOFzlLamWo2eLmgoNpA8Cwm0PF9t/W9V8FnqkLRgc8q7YYAn/k5ROFzkZeidBCLd7W8z6KCytxmrK3Fg1oFn6Jbvc4/h98X8ZkOveqotNF0P9cOZZ+HXxxtSj9r3Su10s94PTt3Mtt+n7AfAzrsANp+vDUHPjAeCJ0M90s8mYZi+yDo/8URen6LYA8NQlrwWddy6G7LYCBzD9tFfLrQkQPgQ/65FlPQqyfM42WADWEpyqIwKYFMATjeoFVpxcMO0L99EIfgqAuwVJaGKo5v3Mpgj08hnApJg9bkcLhf4qlQF/Q2GtlCTcMHjYlsLCXsO+bE0qOSz7c93wiX4qOhPmg61BqKLULov45lN9gvJ34M1e6lsMenEE4EZkBLTBy0ZZrgUZkbdC8dzQD5rndYOSF6oaXfk+iFVjkLaSFYg4E9dNUOhb6v2QM8QiBagtUcHQ9nQlM5CMKHdrHdmO5y44MGppjF5LLeg4elF37vPAE2LxyjfPAXx8hxVAsfVnCheiY0VeHNvFdskBera99lu+O1Q6G/bqxyVPdBha4DVwH+75fKvufDDtC/6x14tX4IdC8dDY/K3KAt0wQtMXFwIjAD9vgUQrV7KXw58WNY4VjF053m4HOtoRjqg6bDpfhoaM83yt7w74ZA3zEnRekgXVRT73N3W4bsVZdUMvdLPKE1ORxOhaTBHp9C+MatTFGCaKncE7U2PStHsOvJYQfVVAWe0xQAYwKbFpw2hKXw81mvYJSmnw/558oAfKEjO1/2vAevzvqw351UwEjTz8/ul0LPbxHswXw72xy4X+IJB0In2x8YgQDoHU7wsiVYTv5LZZtayUncqBN9qRy6aqSgtVzQp0LSOLCqkYqjaAraUloSFzArHKt4gRvqdvb6Mt1OQ1gKXIiNgeupIdCeb1SqOFC5s38km3xAFYcOwDOXHhXdud1tGQysNAXIbuxd77BUnwaEpsWEOKmCI+U7PUugWlj82VJOKIIUa0D0JinVt23SHO43RT1HnX8OHJ0yg8PohrAUaIxIgvNRCXAhNoYD6dbkcLieGgI304Pg94xA+CNrCtzKDoDbOf5wJ9cP2vONDFAXerNXkZf6Jf3Z3QJfaM83wp1cP7id4w+3sgPgj6wp8HtGINxMD4LrqSHQmhzOgfOF2Bg4H5UAjRFJ0BCWwqHz0SkzeNp5j08h91puk2DVJqmbwBJ4fp3xfeq4RGhVLX1e6Yjx2fBpisJBLfjc97UEn9F13BTAP7t6pYMWvc9kA4WrN4458XP51XqleqM93wjXU0PgQmwMNISlwNEpM3jfBG4ofebEoB9+Ti2dzzT9vFm6r+OG0qmQNE33s276uTVW5bWnJc+akwzovr6RDC9bgqFlh5P9PgGkU6aeFWYPKAUtwTQxBc2L08yloBc6wuNyV+go8oJb2QH889cYkaRIbf7kPZNfNzdbEa54XWgmFqZVCz5oBGdnQlNVpYR3cv3gXrEBHpe7svTmp2PkUsKNkhvZWgiNME2A0FrlhLamoa0G0RIcVeg5KIyWktGo6eBAWkpIK6A0AdMcTtPXYQf5JfwZfg8HzQJsfnXWRwmcW4LlpDOFzkSzwSG/leB5IO83niua8Bkd3NbA52oJPmPp4Kdj4OmC8fC43BXuFRvgTq6fqnQQdTZ1/jkK77N4HumpNwaymSOeRzulTVk6TYAbOddTQ9gkQZEXO3+kUk9z6edXZ320088DvZY9qoLG+jT7fcJ+DOiwA2j78dYc+MD4w+RQfWCj5UsVgE3PyhHwYLYHXE2KgPqg6fC9V7EiBS26oDEF/a1nCRyZnA0XYmN4AhnLAC0BKw7BSWHa3QJf7ou15Kz924fz4cuJsj8XnbWPy12Z8mK7eR+04me5nQcvW4LZg86OwdD7+TB4umA83Mn1g4txU+HI5GyoNTA1iB6ERjC+fFwVfDHxY9jqXgq7vYvgmCkLzkclwI20YLhf4gldix0YZEQv9GkPnnLVa29XpHfENOJpD/YwT9KIL1aMhKcLHeFhqTu05xvhZnoQXE6IgnPhyVAfNF1ROKHnv8RFOfqbRXczAmpRtSG+8Gvwe6hLGj3SCEf0vKW0+KU+aDqcC0+GywlRcDM9CNrzjfCw1B2eLnRkO+M0JVU3lvkyhZQUTX1qwn5JfdJzJZq9v5LvuXftu9C12AHul3jCjbRgOB+VAMdMWbDbuwi2upfCFxM/huXjqjjo1YPPmySH+ZHJ2XAxbircyfVjaePPWZFI/2EHlpCXNC2amyei93k7U4Jgmea58GTuMf9y4seqjRwtpzp63RXFg1KxJ72W6G4o4bksJbAvxMbAkcnZ8K1O+pm6nzdK+o/6oOlwNSkCHsz2kAE42VDT89prbaj9MDnU/sAIBEBXf6h0IUsbMf+uFDRec3BkH1PQGwi0EhOTFFrhQkZrZB8LCQ/65cGJwAzlBISo4sCNqJ9Hc5CnUBhY4c9VKQxIgZsK5FmA0NdSwuBCbAycC0+GE4EZPNGHXlM9mGLJC003+fRKZSmIxmvtRpdy2EL0HDQVjTD6yGTmi64Pms6B9LnwZGiKTITm6Hi4EBsDF+OmwuWEKLiSGAlXkyKgNTkcrqWEwfXUELiRFgw30oLhZnqQ6oV/dj01BK6lhEFrcjhcTYqAK4mRcDkhCi7GTYULsTHQHB0PTZGJcC48mQPn+qDpcNyUCUcmZ3PoLKadq91LYYvrXNjoUs7vcXrgWVxkWwOsxBFjushGvyUmvE4EZsC58GS4EBsjlytZgs9k44QWadqskCHJX76RVO/Ciwf7vtZWb+BE1YnADDjol6cqHqRKHXGigabEcaIBN5M2kPQzVerQSaY3nn7GjXzivm6p/tB+nwACoI+nmE0N6l0fX8sF/cMwRQq6Z+UI6FoyFp5UTVSkoK8kRnKFkViahi59nCB5nUJC/IxacupvEODZbu8iRSmhVRB66WjLEFqCab3NJpbUvZbANp5oER5xEYtw1Booag2IVjmiUc9BUtEijEZNBwJpTEiLUJqDaYTTEqC2+MKvlb4X/18q2IxFggicbyRrQ2eadn6y2KLj2RbwTN9jLcjP31daANmWwTQnv0Vw13ZfvYtl+CwpbCzBZ3r+oPeZqqis6UCwZRJLLB5EnY24tsNSz+boeLiSGKlIPz+pmsgKeVeOUKafpTJPW93Pr3MdazyeYr9P2I8BHXYAbT/emgMfGGt8psoj66veV46sExUGXljNQRtLKWgEV6snzIMtrnNhj08hnAlNVRaG1QzWHdnXLCSUnLFPqiZCW6YJmiIT4ZB/LodnWuqAT0Z/Aiscq2CDVIp4ZHI2NEfHw63sAKYjQR/0MSfmgzaXJH2yGLpvZStg3ss1w+HP+U5wO8cfmiIT4cjkbNhlmKWA0KITep4E1P4xrgrWOlXCFinlejggG86FJ0NrcjjcLfCFP+c7sUTPZuZ2RGe1VhmeOSCkarA/7MAeTqQSoZer34OuJWOhs9JZkYoW0ySYwqs1yDvhW1znwiZpwf7lRNaE/Jm0K75q/DxYKS3eadGg+KIFhSvHs+9bPYE9iKyVHkbWS0m8LSRZgkVZh/xzVbviNO3cWekMXUvGsh1xLB37cbhqgdrVMcviAlUsf+RO5R+HQ99mBnf/nO8Edwt8oTU5HM6FJ8PhALYxscV1Lqx1qoR/jKuCRWPU8HnhGCV83mWYBUcmZ0NTZCLczvGHP+c7yWWVuGlyK1sfPkvJ/Z7fIuTk/ufD4M/5TnArOwCao+PhyORs2OlZAhs+qoAVjjL41VJv1EjJ46bIRGjLNMk+9V3vmC0eVCl1apTFpmdCU2GPTyFscZ0LqyeYLz+0Kv38ZDF/gKTqD4VSaNX7XClU4zPV/sAI8n3iwpYPFBsy4nmht/FlbQr65er3VCnolpg4OBWSBocDsjXH9ilY1UpNioWEqyfM44WEqOI4HJCtqeL4c74TPF82in2OqmWPrqrEzUoftFkILU2lmIXQ0nX4VnYAXEsJg4txU7kqCReEWmPlNIlki9dUq0gWQfRyAlbWSmldTEVvdS/lqehdhlk8Gb3PWAAH/fI4kD5myoITgRlwMjidQ+mz4dM4mD4flQDnoxKgOToeWmLioCUmDi7Exqhe+GfN0fH8exA0nw2fxmHzyeB0OBGYAcdMWRw4H/TLg33GAp503mWYxdPOOE684aMK+MqZ3cNwYb18nD54tvZ9pYW4YrkSHS+mm6eNEUlwMW4qXEsJg1vZAfJ9zAx8xukdW+GzOe8zL9FEf3k1S6E+XzYK/pzvpKneoOcwFg+is9xc8SBuwCKo19LpHA7IhlMhadASE6dKP79c/Z5N6WetjWXd56bTHnBhywf2+wTI94lfj8YzKEe8qWLp3UBS0FouaFqg9nzZKJ6CvldsgNs5/vx62RSZqNAHWFNI+DrpTXM+aLGUEF36qC9ChcCl+Gi4lhIGbZkmaM83cgj9bNE4NYQWdRyHHRiEbjCoIHT37TwZmlrhhX6TIFovFa2A0ZKmQwtIUyjNwbQEpzmgtvDCr8Xvxf8Xh806wBm9zhw6m0k7v0nwbNH3LMFn9Gwr4HODgZ0rhx20tRsEPj9bNI6fM+35RmjLNMG1lDC4FB/NFTaopcIuBLF00Jz3eaBTBOaKB1Fjg5s311LC4HaOv7xxs9ARni8bpSzytNb9/BrpZ36/kJ7znt0vhV+PxtvvE/ZjQIcdQNuPt+bAB8YtHmyRdyfXT04ho4LiVjZP/+JNlBaXiSlo6oLepJGCnvsBu8Esc5jPvbGHA7J5aRgHR7S0TKuQUExwbmWj8w9me8C1lDCFPkBLxVFJdCCbXefCbu8iOBGYwROczxaNYz/HD8NYMWJrrEJJQnelu3u+kHUGTQEsEbR9ELxc/R48qZoIN9ODOISmOg6xmBAVIVgyh8Bxp2cJHPTLgzOhqXApPhpuZQfA43JXGY58NwT6f3HULMazZUHV81sE2y0/5sRcad8Ngb7NylS0WPBCG5FPBqfzsqZ9xgJe1rTTswR2eMzmi/otrnNhswSoN0oL/A0fVcB68sL/ttGlHDa5lMNm17mwRUo1b5s0B3Z4zIadEmz+yXsmH2U8ZsqCk8Hpus3ij8rcFGnnvs3Sg8jeEWyxftZHuVi3ArBpFT72/+II/d8N4Yvyx+WucCs7AC7FR8OZ0FQ46JcHOz1L+IYEfhaoXqJS+CygdgPh8830IHhSNRFern6PweefR0NvUwDXxtBiROouf3a/lG3enHRnfub1rEwUJwhOBGbAbu8i2CyB3yUfak8QoHoDNTbXUsLgwWwPpvLZqj9BoHkO/zyab2RhqenhgGzuc18mTQ3M/UCdft4kuJ+10s84TYHXMP7338qWFSRS+vpOrh80R8fDFo8E+wMjEAC9YbhV8EZ0oVvc9BJS0H/Od4J7xQZoyzSp0pNicRm6oMViG71CQq305D6jWsVxJ9ePT0ZwgFUzWO2DvpHMfdC2JEop1BN9uhRCcyf0qvf5ZuD9Ek+4nePPC7YQqhydMkOzYIum+rSAii0gWlRzIFzBjUGait7sOpcrOuj1erd3EezxKeQJ6UP+uRxKH50yA46ZsuC4KRNOBGZAfdB0OBmcziG13gu/pj5oOpwIzIDjpkw4ZsqCo1NmcNh8yD+XJ5z3+BTCbu8i1f3pG7cy2KyRdl49YR5fVGupNl4H6ON7SNNdWsVKR6fM4ItrLFa6neMP90s8+SZqz6r3lc5nAp8V3nKyWWJzYr99JtNOiN7nGnkDCSen7uT6qdQb1OVOpxisKR5cOEZ2P4uFouIUQ1umCe4VG/gGkrn0s7l7vAhF9TbRLmwYbr9PAAHQ/xWlSg9SzYMWgLM5BY3XSUxB1wxmKeh1Q3kK+s/5TvCw1B3uFvhyhy3qi+qDppstJHxTKg69UlexlBA1Akcms42ms+HTNCE0nvO6EHrHYPZ+7B+phNBNAQyutcYyqIqu4jek5LAFRGumomkyWg9IUygtgWkOpwmgtuolfQ/+P/D/yWGzJeCMP7OQdn4T4Nlm5Ybk1n5+Mw1etMayTZqmACV83j+SfS52DNaFz/hsoQWf6TmD+hqt0sHXLeG1Rr1hrngQz5mWmDjuUL9b4AsPS925P71n5Qh2rmwaxJ7laPoZN2oGkH6mKXWFskq6fv36X1H2+4T9GNDx/7N3rkFVXOu69sfaQWO01KUsJIACQQk3mUC4ylXuBEFAQEARhUiIRI9Ll4lRS49Forl4ZFsmcZNQGi1NjFtjEo+JlloYPcpSF5rlpby7vUeDFxBR2Ge958fob/To0d2TiZi1z07NruofSQBnZM7u0c94v+e1A2j78bs5aMG4fEQmB0h3KkYyoLXGAR27PTXpRbqhaoq7pBT0lYJgXgZY//JULFPgUbUEj/7szEaiCR7R6PytMl+0zR/C4GdX6cnmmWp52GaWYm2Z7YLrxYE4njzGUMUhAj7SGix1r8Jq73JsCSzGvqgsnEqPxc1SP7S+7cQWdpsH4MkBP9NSQp7KvjMdD89nMaD1nRM66xiEvl3ubQih33U3htBi6nXJ8Dew4qVK1CvlhHvCc3A0IQXnsyNwq8wXD2a5svRrvYOq5LDBVWwEhzRuR7EcaxP7+U9WqAmTB7Nc0VzppVmwEJCmMqcD0ZloiMzG7rBc7tX8NmiCBgJ8HTARXwVMwkb/Ut35VcAkfB0wUQMrKEG3M3Q8dofloiEyGweiM3nZFQFnzYK90gsPZrmqO+ArerO/LyXRSOVMOrerFb+tqVublBv1rFH6wSxX3CrzxfnsCBxNSMGe8BxsCSxG/ctTseKlSp7iNHsPzHOpxrvuxvD5drk3+6zWKfC50cJGiu9MN3+PUumg8pnpqHVA69tOuFnqh1PpsdgXlYUtgcVY7V3OJxjedNJukBipN44nj2Hqjdku7O9X+cw8PJ+lgeGmUwxf9Ebb/CG4VebLVT60ibVY0OhUCBB8nks1likJbCo/1GxiKelnuVCVp5/pz9/tic41DKBQ+npfVBaWj7CPzAECgH6/j05LY8t0gE0p6C96a1LQv04bofHH7h89Fj+8ko/No0p4IepHntbH97ur4qAR/p9TEvgDTHOlFysjfa+fulklag2kZKmtTl0jCM09p0YQenlv7mik8fKrhUFcj3QkPpW7+qmckNJJPfWbWgPR9KBolIr+wON1TTJa3ECsFxLSG/zY9V681m+1qNf7b4Mm4PvgQg6q5ZP+G33tNksRtlqKNfeYjf6l2OCnJpzrX56q2RAVk840sSOnnenvrDvgubteSzEVScmu/aPH4kh8KtdGXS0M4mPF5ITlqS4D+Nx2JvWp4LPsLKdNao0uhjap3+vHyowrvTjwoyLR3WG53VZvWPvs0gTDWsWL/cMr+dg/eqzG4/7rtBHa9DN9bru5gWZ1akxJgB97v4/9PgH1PnH4+ygWXPlnpKB3uLCwBF0nlTVq2/whfI1KUyO0YUfXSrNCQrHMtbsqDrMybNkHLcI0mnTYPKqEu2wJqFGIQoTQVKimgdBiMaEIobc7o2O3J9MLiBDaxAttpuToCUAVIapZKlqTjBZhtACkRSjNwTSdBI0VSG16il8nfD/9TA6bReBspNdQXrNR2tmoXLAn4NlQuWHge9bA55982Npqu7MxfF76gg4+k7KG4LMYLtobMY6702natV6YEqJNG3FywJZyelvUG2IZr1nxIN0jaYOWTwcpz35t84eoz350n9wyiG/S/Nbp59bL+Tj8fZT9PmE/enTYAbT9+N0ctGBc5J7LR+htcUVxnbcAACAASURBVEHrAI4CkMzKw2qGV+nKw974k77AjAoJf502gqV5vuxnVcVBI/xtZ1LZw8CX/fDkwz64P9MNVwuDcCwpETtDx2O932RDCE0qjrcUyEdpzobIbJxMi8ONSf5omePMblqb+neZhBZ1HO1NkTwFS0noKwXBOJ48BnsjxmFLYDE+e3kqPvJ8HYuGsZSpWDonKznedWdp6LW+ZdhmKUJDZDaOJSXiQk44bpX5soLCD/swsKqUDrU3RaqOQykRbRVGk+uRxm2V8hfD9vH3+6J9yQA8nOeIltkuuDvdA3cqRuJWmS+uFwfiSkEwLuaG4VxWJM5kRuNUeiz3chqNTdMpj1+TH/RUeizOZEbjXFYkLuaG4UpBMK4XB+JWmS/uVIxkrq/ZLgw2Lxmg7njLbcdi2cSVCV26XHWpsPtvq07bpki1RKzeAU8+7IPWt51wq8wXF3LCcSwpEQ2R2dhmKcJaJfX8rolyo9KRLcTmvMgg70eer+MzZfNhb8Q4HE8egysFwWryWUm/tzdFarQbXSafN7HFWMscZ9yY5I+TaXFoiMzmUwPvCvCZXpsMn9f7TcbO0PE4lpTIPNQz3TSf27YzqVY/t1y9oXxuf502wvDa8ReDa8cck2uHpsxU2sCSN9DMNEKk8FnknmtfMEIA0P/zD2zTQizjs9EFLX9uaKOLX1c2sxQ/lZhRkvJKQTAvQ22IzOaFhKTiWKoke62pOGSH7DsK+KPEaX0XPui70z1UCL1SC6F1ExNPoTfgkI9SfgT5aMxc2QDsWMlAH8EVsWhLVHJQGtqoaKurdvruAFW5BFZORpM6SdYmEZSm6ZaPlaT0au9y1AmAeo3PFKzxmYK1vmVY61uGdVZO+hr6HgLMdd7lWO1djk9HVnDQXGsAm8WUs9xdQIqNp4HOXaUhP/J83bRQaV9Ulk65QYVK9FDN35PihqryQM3fl0pCn5JcPdLE0IQUweeVKny+O93Dqve5XoHPHyjw+R1X6w53Wb2xSIH1onpje3ABGiKzeZnwlYJgPrnAS0Q/f06dXDg4SrvRbLIussX93LHLHZ2bB+DY//yD/T4B9T5xZFtojx2qmg0QxXHL/bank9Ritd2eLOyxqT8LzZgUEl4vDuT+fGsqjnorOoFnAaHlz75REtpIxyE6oSlYIRYTti0czPUCHauU9e7659n7XvRCK0lPTRqagJuUhn4WINoMRotw1SgdrYPSclJaBNQEqeWTQDLBZPkUv59+pphsNoHNInA2Sjr39O/ItNBRTj1fztemnkXlBvmeNw9g74PPn0PHKlVT07ZwsKZwkIJEovPZTLshJ5/lNcVvAZ/FIvmu1BuX8kJxvTjQvHhwjXKv/M6Jbc4ohZ1tp5NUTzqVqErTGz1x2B/ZFmq/T9iPHh12AG0/fjcHLRjfchvPC7zMRthF6KobYT8cwkZZVj2H1rlDcaMkgCeQ1/tNxvKXKrFA8DBTISF5ZMVCwqbEZFwtDMLDeY7sZmFFxfGoYxVbIIg6ECXJ2FzphQs54WiMTdf4oOl1UNqUkqbvKOV/n708FdssRTgQnYkzmdG4VebLXsvK51ihmpSENtRxyBBaSULfq3bH1cIg/JySgIbIbGy1sCTs8pcqsXjYG/jLi9pyQjkNvXjYG1j+UiU+U1rfd4aOR2NsOk5nxODGJH/cnzGMuaFXKovP7c7c/8gT0V2AaKMHUNrBbTudpC5yaOEvLnBWsgXO4/f64dGiQQxKz3HG/ZluuDvdA82VXrhd7o1bZb64WeqHGyUBuF4ciGtFFlwtDNKd14osuF4ciBslAbhZ6odbZb64Xe6N5kov3J3ugfsz3dAyxxkP5zmy8ar3mE6CA2dagNNCQ1l88wIxIaFj898JwXlKPB/wY5Bo/fPoWMlcz/dnDMONSf44nRGDxth07Awdj68DJuIz4Xdtlnp+U9Fb0O+6/uWp2GopRkNkNn5OScDVwiDmfKbkswSfDbUbcvJ5yyB0rHwOD+c54laZL85kRuNAdCa2WYrwmTK18I7J52SB5H1ujE3HhZxwBn6VyQlRe/GgZYGmRNRIvdHxCXstVwuD0JSYrCseNLpuLHCdjuUvVWK932SewL5REoDWuUPZA9g2R6YjkRRCIow3UwhRkepbbuPtC0YIJYQL/sDL+MiDzJU/Nk4MaGDruQy2edPgrSkye7z0BZamrPLkhYRimnKbpYirOD7yZJCgOyoOGuWvGV6lSVMa+aAv5YXilyk+uD9jGAN+7/dVHbvbHFmikmD8xZxuJaF1EFrQceimUDYrU0mCEom80KTkOJcVydPQB6IzDRN+oufUyNXYXRBtLRn9lxdVByq5/MnjXzO8iis7CEovF7RLonqJ9EviSUBZPOlrCTITaF4uwGZSatQMV/sIqIuA/h7Ewlwj6Nxd8Gzkgl0mPVTLiS4CTydS43EuK1Kr3JjtolVIrXFQXZbCNI+o3egOfJaTz3wqqtHC7vvbHLmj/PH7fdE2fwjuzxiGX6b44FJeqKH3WZxaED+v3VFv0OeV1Bti8eDPKQm8eLC5ypNtGC19QVsg2uCtXrMEKG/rhBgptrj/WrlmNS2wA2hAvU8c/XeLPkkoJGu7kyTUrUOvTMDDcxlsk05JehoGI6RCwltlvnxihFQcVKotqjjEzTqaGrGW6jS7HpiBNbMktDUdhwyhZSf0/RnD0DLHWYXQH/Zha2CxnJCUHLQOVtLQj04msDS0XFAouaGfJYg2g9EidNUBaRlK00mgWATUtpzi9wk/T4TNMnA2SjkbQednBZ7NXM+0EfPwXAYenUzQKjd2e6rKDbFscCVTeRF8bpnjrCkcpOSzDJ+taTfMks/d2agxUtbInxGaDhKLO0X1xqGYDI1642phEG6V+ZoXD4pBJGUy4NHfY9nngPzownPhU01uCJu3NLlx9N8t9vuE/ejRYQfQ9uN3c9CC8X+8WKgp8TIaY7cpBa2UATZXeeJCTjgOxWRgm6UIq73L8a67sYeZVBzkYW6IzMap9Fg0V3mqScbdnmohogLB6aavKQEkEP7Jc2ibP4T7oPePHqvRCog+WXods4aym97ylyqxxmcKh2vnsyNwp2Ik2hYOZg8z3wxmY/1KKttIdaCD0OSErumP+zOG4VqRBSfT4rgLeK1vGWq9plnVMbzppDbAL/Ng0GS932R8GzQB+6KycDItDpfzQ1jxzhxnVgJH3kMx+UOJRRtAtOYBjEbFlQdSPgpJ41673Bko2TKI/ZlfsORRxyds5OvJh33weOkLaK/pj0eLB+LRokFomz8ED+c5ovVtJ7TOHao/33bCw3mOaJs/BI8WDcKjxQPRXtMfj5e+wBbZtSzx0vm5stD+sh/787c7q63GNHZILeA3JvOxWxGY2QyelQQUT26Sv/a9fmiZ44w7FSNxOT8EJ9PisC8qC98GTcB6v8n4eMRrWObxOha6sdSXtY2GJcNZwnit4P4+mRaHa0UW3J8xTC0c/M7JKnzWqGHOZbDX/A17H7ctHIw7FSNxPjuCb9Ks8ZmC5UrpIHnbRV3NPElXQ+Whv0zxQdv8Iex3IYJfoQSR/i45/D2ZwBbLNDlR5YlT6bHcH79qxGsa9Ybsn35XeR3bLEU4FJPBIHiVp2n5oS3pZ9IHUYnq/3ix0L5ghACg5ypJS8WX/rjRom7mGKSgbf0s8TThlkFc9fNo8UA8mOXKCwnPjo1CU2KyTsUhj/PTZ6urcX5KVIo+6HW+ZdgSWMxH+qnQ7FqRBXcqRuLBLFde9Na5WgBbe73UsX5R4dNNCC1eY3UQeocLL9zi5YSSkoMSTNYAyxqfKVbHZrvrNu4KRhOAFYE0JQHFclkZTC9VzmUKNP7AhpO+lr5XBs1y+S1pNUTgbJZ0tuX/35or22z8fo3PFKsP1JR41Ck3qGyQipR2uOjhs3Cv6zZ8FpRcXJez14tDV+4mXzSIf06vFVl4cSh9TrcEFmOd4tcl77M8sWDts0pAQtTmyOqNpsRk7m3nn9PFA1XVlnC9snUNZJZ+bjudpLteNc19zn6fgHqf+Nsm/2fvUqUUtLT+fHJwlHEhoaTiuFMxkk+LkCpOTHhSb8lG/1LdNdLaxEh3C0cp3SkDNvF6IOo4jCC0UTEheW7b5g9RJ//MlBy0Nm60aAoKNW5ooVxPTP/21G3cHRgtJ6RFKK0B0xKgtumUvlf8uSJsFoHzs4LORuDZqGRQk3qm9z65noWiwceNFu0zmInvuX3JALTNH8L96EaFg2bwmbQb4mdD3qDpzpSALWqqdw3ulRv9S3nfjzghQOpFmhKi+4BOvSEVD2omYcXnQ4P0c0/d9X/b5G+/T9iPHh12AG0/fjcHLRirhhbqirxul3vbXuRlkGa8MckfJ1LjsSc8R+NhlgsJRZfrZy9PxbdBE9AYm45rRRabfbK6kX7SCyg+aKNitb9IxWo01r9oGHMur1MS2UfiU3ExNwzNlV7s72O1Atm68O2KEJo7oT9noPL+TDfcKAnA6YwYHIx5FduDC7DebzL3QpupGUjJQaV0K4Q09J7wHByJT8XZsVHMXVrlqRbw1D1nPjpvRTthurtLiyKz5uWDo9DR4K3uxn/nxB7WNvVnD6/rn2eLo3oH9v6qU87Vwkn/7nMFeq1xYN+3oS/7OVsGsZ+rpDo6Grzx5OAo88ZvG31epjoSg9Hbzjq1OK25yhPXiwNxdmwUjsSnYk94Dk89r3ipkhcNWvu9kmpllbK5sD24AAdjXmUJ95IA3J/pxgArFQ5SSWhX8Jm85Nsc0bmapX2bK71wMTcMR+JT8cMr+VjnW4YVL1VyHYxchvgXK4Wd/HO6qX/XyhwTb/u1IgsaY9PxbdAEnsI2csdT8SD5p/eE5+BEajxuTPK3OjXRVYHq7XJvXYFq1VA7gAYEsDDzeTVRSC5oRfPDU9Cti21PQcuJwu3OpoWEl/JCcTItDofj0rA3Yhy+Dy7ERv/SbhWaySoOIx80JSt3heXhYMyrXHN0oyQAzZVeaJntosKtz5/TeuTl6QolFU6btt3VHnD4dzRMTfqJvlNx1HzGME1BLBUIHY5L0/hOuyoP6imIFh8sZSBrBqQJSlNSmuA0AWo6F1s5xa+j76Wf9Y4Am82As/z/2d3/V2vguavyMdFjSUWDNErMi3NnDNOMEms8lpTkovefkMS3FT7zz6bYByFMPWn6ID5/jm8Stcx2QXOlF1dvHEtKxMGYV7ErLI9PKhh5n7tSb1grDt3oX4rvgwuxN2IcDsel4WRaHC7lhZoXD4rXKprYsDX9rMAE7n4Wr1XKxMbfZj5vv09AuE9s9Nb4VGUXtK0paJ0rX4E6BOF4ISHBN7GQUJkUkTfprhcHapKepCwyUnGY+aBp86S7kM1IMbBk+Bu8uNVWCC06oa8WBuFmqR/uVIxkEFrRz4nlhB2fKGvoDX3VdbOo5JDd0GZpaBMtR09AtBmMFsGsGZSW4fTTnPLPMoLNInDuCXTuCjxrdBtWUs+GRYM/uqnPWRv6ss/AJ9qyQdIk3qt2x52KkbhZ6oerhUEa53N34PMyj9c15bzymqG7mzPylJDR/VJWb5CiiiYDrhcH6jZr+aSQXDyo3DNps4yrGJX3e1ebZV2ln/k9VNks+9tGb/t9wn706LADaPvxuzlowTj1T0VY6l6Fz2wp82qeqRlnFz3MHQ3e6NzQF4/f74t71e64lBfKfaoiVHrTACotdJuOFcJIPU9WLhzMHiS2O7O0p4mKg4MlIVn5eOkLuFftjsv5ITiakIIfXsnHer/JHLSJSWNy7xJoW6kArp2h49GUmIzL+SEslb1kgAoAD4ewxJsAxY0g9MPzWSydvd0ZnWtYAUTLbBfcLPXD2bFRaIxNxw+v5GOjfyk+HVmhScqKXmhZ0yCmoTf6l2J7cAH2jx6L48ljcCEnnD+QtS0crHEhiu7Sp03saXZ7zdxkZ1LVETHaqT84ij0wNHijY68Xg8e73NkDxI9u/KR/17Hbk31dgzee/OTDILOS3KARQp7eMHHZdTVG1VUCTOO+FFy1bQsHc0B2ISccx5PHYP/osdgeXICN/qWa1LORXkX0PdPv8tORFdjoz8oGG2PTcXZsFG6W+qFltgseL32Bgfjtznh8OISX65m+95pnovViDnvvUQp/yQA0V3nicn4ImhKTsTN0PDb4lWKlksD/i/Seo2Q2bcys95uMH17Jx9GEFFzOD8G9anf2uoRJBdqoMlNvtDdFss/CapbEpkkFUvaskFLYFVIKmzaryFt/KS+UvY73+zIo0OCt8U9rtEEEwK2Up3728lQsda/C1D8V2ReMENyeVf0NU4VmKegu9T5iqlAsJFzjoBYSznHmDs9zWZE4njyGA66tlmKs8ZnCR/uXDH/DZhWHONq/ZDjzQa9SdAhfBUzC98GF2BOeg0MxGVzFwcf75w5Vy83qHXgClSCXxivfDQgtj5yLELq9KVItJ9zmqI6b1zpovNBUukXj5ifT4jRp6B0h+dhqKcZXAZOwVhk3F52nsstRdCB3NxUsJ6NFUGsEpQlME5wWAbUIquVT/hr63jkCaDaCzUbAubv/T7Jqg8CzmOISHZZ13uVYq4wRb7UUY0eINvV8Mi2OjxHLJUqP3+vH3nM0RkwP0gf8tA5LCT7L5aBdwmex/4GAKyXw69XPZuvcoVyTQ+qNQzEZ2BOeg++DC/FVwCTUKyWYH3j07PNJqpw1PlOw1VLMN4iOJ4/BuaxI7vxsmeOsfjbXOOiLB7tw1tPfi63p5ycreuNIVX/7fQLCpMwXHhqw01UK2gzSaVLQFAagJKhcSEhTIrRBVydcGxcOxv2Zbl1eG2UVh1jgSrDNmmagq00qOekpK3lINdAVhD6akMI3qS7khONqYRBPfd6d7qErJ3yyQvJCb+rP7iGk5FDS0O1NkbrwhmY9LYBoIy2HDKKfBtDKQFqG0jKYNgLUtp5GP0f+s+TX0tP/HzPwzJ+lCDyLz1NSyKe9KVJNPVPIZ5sj+72KvucVvXVlg9TRc2OSP64WBuFCTjjfrD6akNIlfBY/D/KmTHdKjbvS04ifByrmNZsUMrpn3p/pxjRVdM+sk4oHG7yNiwcp/SxslJmln2lSxpb08+OjYWj6wsN+n7AfPTrsANp+/G4OWjBOGlyERcPe0KWgjVzQLTcm66FOywK0XJuogqU6FSxRqvDrgImmY/VyIeHmUSUcLN2d7qGO1VtRcRgCrs+Zk/fXaSN0qoGPPFUYLj4AUSlhzfAqfKykPXeH5eJYUiKuFAQz/24NK4UiEGgNQj9s/4iBsIs5LCW+wwWdX/RmRXVzh+KXKT44nx2Bowkp2B2Wi82jSrjblLzQspKDwCWloQmYr/GZgs2jSrAzdDwOxWTgRGo8LuWF4laZL78h60p5Dvih/fho1Ytog55CfniVR8c0Tc20g6+0V1NL9cPzWXh4LoPt6J9JZefpJPVU/h19zcPzWbzFWtNWLYwKis46I1+dtZSNRjNCftrjo1lSVypJoweaW2W+uJQXihOp8TgUk4GdoeOxeVQJ1vhM4UCXUs9GGwn0kL1YKRus8y7H5lEl2B2Wi6MJKTifHYFfpvigde5QNvb/RW907nBh6d6LOSzdLBUOGsLn7c7orHdAe01/3Kt2x5WCYBxLSsTusFx8FTAJH494DTXD9aWD9HmY51KNjzxf16lpfp02Ao8WD2TvJxs2iDTqDUXXc3e6B9+oogJEo+JBWdfzdcBEzXWqbeFgtshUXkfLtYl40LJAt1lmlH4Wr1OUfl407A1MGmwH0IB6n/hr+R+1XlUryUIj6GXqVT2fpX7WdriwB6k6NuJPn7Vfpvjgcn4ILyTcF5WFHSFs084oYSmP93eVsKwZzkahRR80FZw1JSbjdEYMLueH4FaZL+5Vu2tLCcnBS9dTGUJLUyZdTV4Y+vfFkXOxeEtM+ynO03vV7rhd7q0p3qI0tJj2Izf0Gp8p3Hsqg2gRuNAD5tOkos2AND2IGoFpEVDbesrfK4JmETZ3BzhbSzsTUDJLPK8Q/JUElbYEFusKlMTU8/XiQNwu9+Zj9Y8WDdKmuOQCJZO0qQj6bLr/yeXDyqYHv/+tUYswW992wr1qd9wq8+Wfy6bEZE1RKHmflysTQLZOKJAmx2hCYaN/KXaE5GNfVBYvHrycH8I87bTG+bAPuxds6s82hmiNI05qdFE2zNPPZpMagq/+r+V/tN8nIADoejcd3HkWKWgjuKPZnLNWSDh3KE9+3igJMFVx0AbdRv9SrFXUMWa6IiMftLVrnlEhaXch9J7wHByMeRVH4lPxc0oCLya8UhCMGyUBrCOlypOVr80dqnajyF5oSVfHJwjFNDSFOigNLQQ7zEC0uObuSSraGpA2A9M9Oc3+jGfxukVwLruuNeBZCPLw1LNcNHg4RJ0wNdIeCr5n6uJpnTuUbcBUeeJ2uTdulATgSkEwLxz8OSUBR+JTcTDmVV442BP4bM2NLq6/rHmfRfXGWt8yrt7YEZJvrt5QpoXuVbvzkIBp8aCwafs0qqDupp8fN1rQVO9mv0/Yjx4ddgBtP343By0Yi/5YjLcUv6vogr6cH8JS0B/2YeP1pMGQxtp1o/WbWBvzg1muNheLvenEigCp4Gx3WK464j/Hme1i2qLiUF7H40YLS7+s0pat7R89FlstxajzLuegq9oEui11Z0CcFBdUAnd/xjAGxesdGBDsAkK3PKxh/01xQnfsckfnhr54sqI3Hs5zxK/TRuBSXiiOJ49BQ2Q2tlmKsMZnCmq9pqFmuLmSQ3RDLx7GUnwfj3gN63zLeEFPY2w6TqXHmj+kKSOqhiPkBg+y1m7GRlBaLNPQNVvLrdZGp1gaYtBI3Z1yFNPRToOiRT5y/GU/Uxh2Kj0WjbHpvBhtnfLA/YECwkTXs5lyo2Z4FWqVzYNtliI0RGbjePIYXMoLxa/TRuDhPEeWOt3QFx273FXnc/NMc/WLCJ93uKCzniWB7s8YxkswSRHy6cgKjRddfJ00EVAzvAp13uXYalG9z7yccxXzonMlTRefS1JvdNQ6oGWOM1fk7A7L5UWh77hO56/FlsLSB7Nc2caKeI0SXoeoC9Jcoz7sg/sz3XA5P0Tjfl7qzmB80R+L7QtGqPeJgxOdmAPZRreqnHAzTEHfmc6B1+OjYWyclErOVqmwSywkPJEaj8bYdOwJz8FWi94xK4Iu+fNn5IOep/igl5r4oEnFcXZsFK4UBPNSwofzHBmQX6U81JMOQdjUexoIrSkmFMfOqXyr0WLsPVVgy8N5jprE35WCYF6+dTQhBQdjXu0y5WQEosWHTSM9R3dhtAxoZDAtA2pbTqPvF3/+07w2I50IpbUJIpmBZ2tpxoMxr+JoQgovT7pSEKxJcD2c56hVbkj+yseNFm15kvQALaa3ugOfdZuvWwaxCZdVDLg+nOfISwevFATj7Ngort4w8j4vVbzPRhtD4meS1jNm6o11vmXYainGnvAcNMam40RqvL548L1+7PNIJaF7vdi6hjaEunBia+5ZtrjqFw3CwYlO9vsEBABd96JuvN0a4DEDfbYAHpsKCYXSVtGXL6o45M05uiaKKo5n5YM2ct52NwlNEJr0A+ezIziE+2WKD7uGUDmhkRealBybB5inoeXpQlHLYQVEy+vxZ5GK7i6c7s75W70eGTyLyhBD8CzqNuQpUrPU8+YBXLlh5nu+P2MYmiu98MsUH775cj47QlM4aMuaQIbPRp+BZ+V9FtUb9P6XN23lUk5Sb2hKem0pHnyKDTKj0IC19POTn3zQVPei/T5hP3p02AG0/fjdHLRgzB9UrHGrbvQvxd6IcTiVHotbZb5qunCHC9qPj9YVe2kUGJQurHfg6eNzWZE4EJ2JLYHF+HRkhdVCQnoNYsnZ7XJvjYrj8dEwdtO4/7a+5IyKEc+kan3Qc5xxoyQAJ1LjsTdiHDaPKkGt1zQOCuXXQsBrmcfrWK0kUxsis3EiNZ6XwZlBaKtO6CsT0H58NAMIm/qjYxVLYd6d7oGrhUE4mRaHA9GZ2B5cgA1+pV2W1xFM+bMzexBeMvwNLFce2Db4leLboAnYE56Dw3FpHETfKvPF/RnD2FgvJRrXP8+AvaLn4OkVwaFspLPo6gZt5nWz5nTryslmlFyw9gBjqA0RHNaadOEud7ZQWf88Tzi1zR+C+zOG8bTXqfRYHI5Lw57wHHwbNAEb/JiLdvlLlVgynKUC/uxcrXvINiuT3ODH9CkHojNxMi0OVwuDcHe6Bx4tGsQepjf1R8deL7QfH81+H9acz1bg87UiC06kxqMhMhubR5VgtXc5lnmoG0Jy2R9tbNR6TcPmUSXYGzGO+ZZLAtAyx1njfW47k6q5LtDf+8P2jxiQvJzPJgAE9cbtcm9NSSh54q0VD346sgJbAotxIDoT57Ii1RR2vYPOVa+5PinXhfbjo9nfizKlcavMF6fSY7E3Yhw2+mtd9fmD7AAaUO8TBwpdVchDKejvnNDR4K2moK9N7HYK2lR1IxQStsx24UVnBLzoOvl1wMSnUnGIPuh3lAegZYp3sM67HOv9JnPgdSgmg4/7Xyuy4Ha5N9vMo2soQWjpGvo0ENpQByQ/1JgBl1qmeKKm+7vTPXjq6VJeqAa4UOqPRs/JD20Eoin9Rw+eXaWinyZhbAug7up8Vn+WEXSW084Ejii1ZQSeyfNMo8OU3hIfoMn1fLvcmz1Az3FmD9BLX9AqN+QHaBO4Z4tGq0v4LN4LBfjcNn8I7s90w+1yb1wrsnAtDqk3tlqKsd5vMuq8y1ErTCW84zpd431+GvUGTSUciM7kG0JUEKpxsytaHFPVWHfSzzQN1RTJNqWVEsaOT9TNsQOFrvb7BNT7xLGPh/ANEt2Iu41dHFZT0KTiULy4PAUtFhIKKo4nK4w35kjFIZa2NkRmY2foeHwbNIFfDz97eapGU9RTH/TTQmi6juwMHc91HHQdOZUei3NZkXyC4laZr1pOKHqhZSUHpaGFFJoKxgAAIABJREFUgkIqZxM1d+SGbr0ywSqINguG/DNg9H/VaQadrQVxTMGzott4eC5Doy+k97auaJDK3iXlhuh7/nXaCNwq8+UTUeeyInEqPVazDtgbMQ47Q8fzdcBvCZ+78j6TruozoSfh26AJ2Bk6Hg2R2ZqSXiP1Bt+4XdFbq94QiwdFZRVN/krKxm6nn5Xfp6EiaK8Xjn08xH6fsB89OuwA2n78bg5aMOYNLEa1op4QU9A6v+qX/fDkJx8N/KUb7cP2jxgYu5ijpo9XPofWuUNxoySApxy7KiQk0LTGZwq2BxfoVRxf9EbHLncdaNKoOFoWcBjOx/2XvsAToMeTx2B3WC7W+pZhueKDJmAowsJZQ9nCcJkH0yNsCSzWQmgqhZMhtFJMSB5UjY7j7my0XJuIRycTGED4hsH99pr+rJxwkj/Ojo3C4bg07ArLw+ZRJfjs5akcbhoV2ZHGhODmAlc1OVSnlPaIIPpkWhwu5obhZqkfL2tor+mvPuzSqJL8ECEW+nWhu7B1gfksEgpGjjVDLYgBdOZpQhrdVCBOe01/Xl5zs9QPF3PDeAkageeN/qWoE5KXC1zVTQLxvSSmnkmZslwpkNw8qgS7wvJwOC4NZ8dG4cYkf9yf6cY0L3UsXfzkJx/mVr42kTnFJe0GB6ykepHh80w3DXzeEsgmAJZ5vI4FrqprWXwv0WbQ8pcqsda3DLvDcnE8eYw6AbD0BVWLo3wWSXlh6Gb/eyxbPH/RW6fe2B5cgDU+U3QbU2bFgzQdcaMkAK1zh7KUg5LCbr2Yo/k74p87BYI/+ckHnV/2M/XUU/q52ulN5A20A2hAvU80jPPA/ZluLAW9XAt6jFLQRoBB/IxqCgkF0GNUSNg2f4hm5P9Ueiwv+6TPoqzieFro9YE08r89uAB7I8ahMTYdP6ck4Hx2BK4XB6pN65S2MdnIM4LQthYTGvpPZS+00ej5h3100OVWma8mDX0sKRGNsem8pHBHSL7uAZQc0bXCGHrNcH0q2gxGy87oZwGJn+Upp69FHYgMneW0c83wKj4uXOs1jTueZWC0IySflww2xqbjWFKiJvV8q8xX//D8YZ8uR4e579nAW2mz87kr+EwbsUqK9MEsV9ypGInrxYE4nx2Bn1MS0Bibjr0R43j3AX0Ou+N9NtsMEj+HtIY5Ep+q2Uy/V+3ONoKsFQ8KG2NGnz35M2e1fLjeAU+Ws/Tz/ZluaBhnd3sCAoD+1wGaYkxbU9BdgR6NKk1Yy2mShuTJl66HpCgyUnGcy4rEidR4Ph1CKg7RB11nAuLk8rXfEkKLMI42s6i49FhSIk6mxeHs2CieCKVyQo0XetEgtNf0V5UcZmnovV48Dc2LvYWSQkMQLZUVmqWifw8w2hbobAqeaerTBDy3nU7ihe489bzXyzz1rCg32mv6s/e45Hu+WerHE/9nx0bhZFocjiUl8oJiUbthtAn9W8FnsYxTfs/XKRMv5H0m9QZNDZ1Ijce5rEhD9QZXVsn3T6UvQVc8KD3TWusLEn/33Uk/d/7ohmP/OsB+n7AfPTrsANp+/G4OWjDmDixGpaNaBkigZ094Dk6mxeFmqR8bt/+Ele/JHmY5Zdh2OondMAXP68XcMA566qVCwkpH/ai9CJuOJ49hKo7ZLuqovZS6FBc1HDiRD1qBcVTAdikvFEcTUvBt0ATUvzwVH3kagzgRQn+gFJ9ttRRjX1QWTqbF4XpxoBZCi+VwBhCavzYFkLedSWVlaN85sXLC9/uide5Q3C73xsXcMBxLSkRDZDa+DZqAdb5lWGVSaic+zNGDHJUUvutexRN9YiL6UEyGOUyhRB/dvIWRXw6jaedYKvyTW7LlUTxrvjVbTjlNLTvV+EJPLEakpIwMnbc7qw8plPAyecimhBclninhRSP/fxFAl/xwLZdGrlI0Kd8GTUBDZDaOJSXiYm4Ybpd7o3XuUPYgvcYBnd854cnBUWg7k8oBLyX+jeCzpuxSgM/XiwNxMi0O+6KysNVSjM8U1UVX7/mPPJkO59ugCTiakIJLeaFqEaey6SJ6n8VpBJ7IlqcRlvdGy2wXXC8O5BtBtCllpuah4sF6YWPsYm6Y1g+/1wttp5NMpzPIP935nRM6PmFanpulfjiZFoc94Tn8NVD5YaXjm8i1A2gA6n1i76sjeAmfZtTdLAXdRdKQqzgE2KMrJPyiNzpWPsc3hJqrPHGjJICrOA5EZ2Jn6HievBRVHIuGvcETatbG/skHTRC6ZjiDilRKuHlUCXaE5KMhMhuH49L46D8Vnz2Y5cqgPEHDbkDobiVVrfgFTUu4lr6gAS+UhibwQkVcjbHp2BeVpQHRNIa7Vink+nRkBVZ6TcNyKRUtwmgxGS0W/xl5mJ91erk7KWoj/7RYiCgmnUXoLKadl79UiZXKqPBnL0/FWt8yPi4sgud9UVlojE3nhUnigzO5nvmDM6WebShNMnpw7vamhg3w+cmHffBo0SA8mOXKC0Hp83c4Lg0NkdnYEZKPzaNKeOngR54MWBB8NvI+G+lw3lJ0OKJ6gyYRdoaOx4HoTFW9URKgloLW9GdAjaYQjIoHFTWQWfGg5rNmln4W1UDK9WjvqyPs9wkIAPp/9dOmDW0o+rIlBd2tQkJpMuTJit68kFBUcVwvDsTF3DCNJ5825LYHF2BLoN4HvVzRysilhE8L47qC0OTCrVcSobITmja2mhKTcSI1npcTkhfaVMlhloYW3dB7vRi0E0sKzUC0WFZoJRVtBqONng3+q0GzUUjGbKLTKnQm5aDseDYAz1y3ccBPm3oWXc9S6tmacoN8z2cyo3EiNZ7f72X4vHlUCdb7TUb9y1M173Vr8PlpN13k0sGl7lWa9zp5n7cEFmN7cAHfwBX7Ei7mhuF6caBevfFeP5Z+liaHuls82O30s8H1SJzKOPa/+tnvE/ajR4cdQNuP380hAugKoQzwXXfmfN1mKcKhmAwd7DFLGopFgJpx+/lDeNHXvqgsfB0wER+PeA1LhjP9hVHZmDhuvy8qC6czYlTv7CfPoXObo/o6rHhneSL0Oyd0rma6CyolFH3QpCIwS4MudDOG0Dodx3dOzId7LoPBsNbFmoSHZsTzl0oVGv7oxkY7ax3QtnAwmqs8ca3Iwpvlf3glH18HTNSkoUn1IBfcVTrqS7bERDQ90O0Ky8OB6Ew0JSbjTGY0LueHsFGmKk/j8iPyTypJLPJocU+cUWu2AKbFhai4GJVVG0ZqDvoevrATQbNBazT3p5EfkJKC5E01KO9qrvLEzVI/XM4PwZnMaDQlJuNAdCZ2heVpRouNXLNmvwNZjfLZy1PxdcBE/PBKPg7FZOBUeiyuFVnQXOWJtoWDGXzY0BedP7qpmxnK+0hUGnDtBr2PzmWwyYPvnHTaDSP4vNBtumnqn9QzoveZlw4uGsRSM985GbrPDT9/jRbm4/xE9bHTtUDU8hiVk855kSXGP1aKB+la8MsUH7TNH6LV8ggFiKaTGdKm2KGYDGyzFKHOu5wnsN9QpjLsAJoddJ/YmeKr9cjLhabyuLsV16o4FULpEV0h4Y9ufCqBEoe0OXS1MAhnx0bhSHwqB2Bi8VlPABhdL6mUUPRB74vKwpH4VD5FcqMkAL9OG8EUAAqE7lxtA4RWVADdgdCGXmgpadOxy52lpOQirpr+XJ9AaWgayaUyLrMHU4Iw63zL+MPpKiUVTQ+o75rA6LesAGkRSpsVBPbkNPNIv2kFOL/lYgyd33VXgVCt1zSeTKx/eSrWCQ/L1sDQ2bFRmhF5Sj23zR/CUolyYdI2R/b+kZKkRr7nbsNnyS1uBJ87V6vwuWW2C36dNgI3SgL4NNCR+FTsi8rSeJ+pdFC8Pz7tBpBYCEobQEfiU3F2bBSuFgbxTXM+kUHTW6KHXSweFNLPVjfEWhbotEBmRcS/TPHBzhRf+30CAoB+v4+pLkZ873anX8TaddCqimPzAHUjRXDkP5jlyq+DVwuDcCEnXDMVYuSDplSoWEooFrV2t4ituxBadOLK0xX7orJwKCYDRxNSeDkheaGNlBy6NLTohl7/vDYNTSWFJiBadETz9b9RKtoKjDYD0maBlX8GaJZhs5FC0Aw6G6adlecT0fFsCp6pZFBMPa9/XuN6llPPRsoN0ff8c0oCjiak4FBMhm6zmaae6qWN5mcBn62VDi4epi8dFL3novdZnB66kBOOq4VB/D76YJarpjOBBwGEzgRD9cZTFg/qeoSM1mSSJu3Y+33s9wn70aPDDqDtx+/mEBUcYgJ5get0rHipEuv9JmNXWJ5+3F1wrdLYvVie9ODOdDw8l2FYSHgsKRE7Q8djnW8ZVrxUyROHsopDLCT8PrgQjbHpuJATjuZKL9MEpm78n5Kh9Fq2DOKlhL9M8dH5cJe6Vxn6cEUI/ZGnFkKLTuj2GgZLOrc58uTqg1vlGi+u+LCjKSckL/TmAehczRJ/D2a54mapH85nR/CGeUpDU9kdpfyMHvDEhzsZrHw6sgLrfMt06b6fUxJwLiuS39w1TkqC0bSzLCQlrI7riYtTSkrQAlUuGxRP8b8rC7gHt8o1izirY2ticoAcqauEUhrFkUoPIeeyInkKRkx1rfMtw6cjK3QP1iLUMgJalOYSyyEp9dyUmIzz2RG4WeqHB7Nc2XtnNYN53PcslA2avn9ulatJ+m2O6Pxc0bkIzmcRPn/kaQ6fafpgqXuVznv+yxQftXRwyyBW9ncuQ5P012hwzCYQKr1wISccjbHpfBqCigeN1BsL3di1aJ1vGXaGjsexpETj4kHltYjlW7KOp/NHN50WaFdYHtb7TcaKlyqxQEpg2xUc7KD7xP+OD8T14kA0V3qpqUNrhV+CC9om6CMXEsrO1ff74uE8R42KQywkJBVHvaQAEFUc1hQAZqWEdVIKc//osbw87mJuGCtBq/R6OgjdhbNXhPUaL7Ss5JCnOygNLZVxURr6/oxh/EFVHs+VQfTO0PH4PrgQWy3F/EFVTEWLMJqKC0nTQQ+uZkCaoDQ90Ipw2ghSd3XK30s/k/4M+jONgDOBH9JrvCsknQk6y2nnrwMmYqulGN8HF2Jn6HgdeJbH4gkE3Z8xTDsuvFK6rypj8LqpIzGxJbx3zMrcrDnFuwOfmyu9cGOSPy7mhvEyy/2jx2qmD2hz1qx00JoCh9QbogKnXlJvUPGgqN54OM9RHbcWnPTdKR7UpJ8VJZC1YlQ+jVHphevFgfjf8YH2+wQEAF3zL+rk3G5PPfgxeQ931SditZCQSlrNVBziNXDxQM018MYkf1wpCNZMhJj5oMVSQrGkleAcXc+6KiXsKYQmHcdWC0uI7grLQ0NktqacUPRCXyuy4MYkf9wu90ZzlSfuz3TTp6GXK2noOikN3QWIlssKeRBFXOt3USRuDUgbQemeTlJ2BZpF2GwGnLssWJeeWVqvTNCVC3YJnsXUc52Sel5ukHqe6YbmKk824TTJH9eKLDrfM5UNNkRmY1dYHrYHF/B7uvjeflbwWV5b0f1XLh38wENbOmjN+0wTRFcKgnFjkr/2Xrp4oPZeaqbeoDXYUxYP6u6nZnq0g6PU0NOm/jhW8y/2+4T96NFhB9D243dz0IKx8I8MQIsp6JrhLIG81VKMgzGv8sKv9iUDugV9Ona5o3ONCp/OZ0fgUEwGvg2agM+sqDjIQUsgfGfoeDQlJuNKQTBLHL/fV3XQnkzgPmgjB+2DW+VoO53ENQAdtQ5onTuU+6D3hOfg64CJPIk5z6XaZghNgO5qYRDuVbuzv5/Virv3gJ+qBTBJsFI5Ycu1iew1HvDjSo4ny3vj4TxHNFd64WphEE9D7wwdz8ddSQNBaWhZyyGDaLMx843+pbzgZP/osTgSn8o9W1cKgrkvumW2i5rY+rCPdnxvU39eZtL5oxv3yD05OAqPD4eopSa0aD2dxM4zqWwBey6Dn/Tv6Gv4Yk0p5Xh8OARPDo5S/Wg/uqnlHJv6a8fUlKRA2/whfPzyZqkff+g4kRqPI/Gp/IF6m6WIg6yuxonlNBdBrHdcVf0JjfHvDB3PU89XC4PQXOmFh/McGUgl5YbyniHfs1w2KCfo+XvmG1bS2b5kAO5Vu+NqYRDfYLEVPs9zUScPvg6YiD3hOdz73Dp3KEvJkP7mdJJGwyPCZ+59PpmgOtjf74v7M4bhSkEwmhKTsTN0PAe/5GA3U298pmhADsVk4Hx2hLoJtcZB44O3ZTOsfckAXox6MOZVbLWwBHbNcG36uWLImyj8ox1AA+p9Ylt0CC7lhaolpgsHM9hapyz2d7jgyQE/1i6uJPe7NfZ+/201eUjeVVJxrHEwVHGIhYTypEKt1zSeUqOEmi0+aNFDu9S9intoN/hpr5EEoS/lhXYLQmt8+kL6xpZR9KcCMJsHsOvhauXhlUbRlXHdX6eN4J5ISkSLnsgD0Zn8oXVHiJqK/ipgEvdFfmaQjCZNhwykF7pN10BpEUwTnBYBtXgSSBZPo6+jn/EXCTSLsHmhmx44LzWAzqu9y/HZy1O5h/WrgEk87bwjJJ/DHyoFE32sBH9ulvrxh2W+ofteP3btX63cPzcPeKYPzPImD4fPXZTvmsHnS3mhOvi8zVKEDX6q95k+b7Zu+tDnbZ5LNf+8ySWgNKlFxYOG6o01Dqp6g3z0NIkhlX/aogN6eD6LpZ8P+DEYtIl1Mjz5sA9LPyulxJfyQrEtOsR+n4AAoBf9wbg08++xhu/lHqWgbVVxSFoiuv6JWiJxGoR80HsjxmlKWtcpG29iKSHpnmQfdE8hNPlxSVFArnlx8uKrgEmaDTCxnNBMySGmockN3bZwMNpr+uPx+32ZluMTAy3Hd06GIFosK6R1vGnwRAybtCzQaTpsmZAUwXBXkNrsNPsZtkxg6vQalICVFRtGQRkFPPPnGCPw/J2TXrfxiaLbeL8ve5ZZOJi7nsXUs5lyQy4bpA1lcpzTZJPY9UClw+88A/hs5H0m+CyWDq5TJl6otHdvxDiN95nuqaK+SlfaW6euu2xSb/Q0/SyvwWjqViqJPrboD/b7hP3o0WEH0Pbjd3PQgrH4j8U8eUjw5x3FAbvWtww/vJKPY0mJuFZkQctsFz72LqePDcfeD4ewdNwq1bt6Kj0WDZHZVlUcIgin8fu9EeNwIjUeN0oC0DLHmXmeDHzQpqWEJxMYrNzQF0+W98bd6R64nB+CY0mJ2B2Wi68CJuHjEa9xCE1Q3JqOg4oJf05JwJWCYDRXeeLRokFsAbdlEDoavHkSWixpEyE0eaEf3CpnSo6jYWwxsqk/Oj5hUPH+TDfcKvPFhZxwHEtKxL6oLF76U+ddjg+U4i1KHVkbNzeCLORbpJHXb4MmYFdYnsa7Je48U7mJrmF7eW9tuQktYDcPYDfibY4MFO9wYYuDXe7s3O2pP5X/1vmjG/v67c7s+78ZzH4eLdDEMo7l+iZoKuMQky6i729XWB5PuZDrj5JcRmVmZmPElJ5crKSeqQBye3AB9kVl4VhSIi7khDOAN9MN7UsGsPfJpv6syO1oGAN3yntFLhsU38+UfO5o8Gbvs0+YXqa5yhNXCoLxc0oCLxy0pt0QYe+77uyz9lXAJOwOy8WxpERczg/B3ekeDJRs6IuOvV58w8ewdNDI+7yiN1rmOONGSQBOpMZjb8Q4/tkXwa819UZDZDZOpceqPvpVioaHNCBWdEDtTZFcB9Qy2wXXiiw4lpSIH17Jx1rfMnzkyRLY4ibYa0PeRLEdQANQ7xObI8JxLisS14osTDsxx5m9h03cq7YWf+kKCWUVBwEgAxXH5fwQnM6IwdGEFK4DsDa1IOsAbIHQRht1or7odEaMFkIr+iJDCE0lcgYe3+74UK2OohtBmG2O7HpptCmngBgxES2np2h0V0xFbw8u4K5ogtGUjF6tlBeu9JqGFS9VciC9TILSpO0gME1wmgC1CKltOel7FgiQWQTNS4ZrYfMyj9c5cF6hpAw/FqDzWt8yDp3J7bw9uECTdqbRd6PUoWb0nRKH8ubtl/3Y78foYbmHo8K8VM/IH04llmbweY6zBj6fzojRaKmMNmptgc9daW/E6SzS3hxNSMHpjBhczg8xV28oG2Aa9cbTXH+UMIChi37JALTMccav00bgWpEF57IisTki3H6fgHqfaHrnD/ryTKPxdyUZK7tXzTQL4nvaaPzdqorDREnUMtsFzVWehj5oCiVQKSEBu7VCKeEKISlK6qGeQGi5mNAIQoveeTP9j5GSQ7wu3Sz1U9PQyqYYX8crG2Oadfz6540T0YIj+vHRMI2eg6eiBVe0DkZLzmgRSItQWgTTMpw2U/h1dco/Q/z54p+rUf4RcBbVf0bQmdzOStpZo9kQwTM5nuXEs6jbWKluHPPnGnI9K6lncQP5XFakoXLDTKsl9jt0BZ9tcZx3BZ8Xuk3nyf4VQungWmFDhUoHKQxl5H1urvLUBqJkhZUN6g1xA8zW4kGdyurOdONrj1QO3fSOHUDbj54ddgBtP343By0YyxyLNMm/KhP36pnMaNwu98bjpS90XfwlgKiOBm90ftkPTz7sg/sz3XC1MIinIM1UHCIYW6o4qbdainEgOhNnMqO5A7bjE5Y2ftxoYfBO8tGKpYQt1yYy1cUud3Sufx6PFg/kpYRNicnYFZaHjf6lWKWAsbdsgNB1iqpgT3gOB3bNlV7M57vyOZ4W50BGKWuTwaKs5Hj091gG8LY5atPQihv6TGY0jsSnYk94DrZZirDGZwovKSQtR3e9pzXDq/j462phQUCjUGLj9qn0WFPH3INZrmidOxRt84fg0eKBarJieW+WrljJIEjnauWsUx7E5bNO/ZqOVcpCbEVvthhTkgCPFg9E2/whaJ07VJcGEB1o5Pcj6EyjlfRAQW6/D4SHie74K0m3QSWDa3ymYJulCHvCc3AkPhVnMqO561mTet7miCc/+TB3rolyQ7NRobyPefJ5E0uAtS0cjOZKL76hsic8B5tHlfDNCWvw+S0XttGzasRr2Ohfil1heWhKTOalg48WD2Sf913uaD8+WvM+FhMl5H1+eD6L+Za/GYyOT1QH/JnMaByIzuTe9aXSRo819UZTYjKuFgbh/kw3Bva+7Kdu7li7/oiFqEtfwO1yb5zJjDZ00VcJ18A3/vQmyhyL7AtGqPeJjSHROJkWh0t5obhZ6od71e5omz+ETaOsVkDadmc8+cmHKWQogahAhmeh4uhcrSh05g/B/RnDuBbgZFocDselYW/EOGwPLsDXAROxxmeKzgfd1XXR1mkR2qAzhdBCElosJuR+WnkkXQFl4jSRtTFQ3YOQnMQR3dAEYna4qC5JZSRdBtFUYCReP8U0FV1DD8a8yh9qRRhNyegNfuzhVkxHfzziNaySoPRHnq/rwDTBaQLUdC4eZn6KX0ffSz9LBM0feWph86oRr2mA8xqfKVin6DUo6SxD531RWTgY8yq/F4opQ/F+qCv+IvBMI8LkqFR0G08OjtK7nk1Sz7a+P/gmhbKxo3lIJs+6QeGgnHyW4bOou+lu6aB835S9z2t8puDrgInYHlyAvRHjcDguTXWuT/Jn0xfidedZqDcIJigTGO3HR7P113Zndl0Trjv3qt1xs9QPl/JCcTItDhtDou33CQgAeu5zpiWaPAUtbb7Zuqli07XPaBLkm8Hs96h0fzz5sA/alwxA69tOGi8++aBPZ8TgePIYq6WEBKFJVyCXEhKE7g6wM4PQVNb2rpCE/lgAd3L5qajkkKcyjNLQd6d7aNbt7UsGqGloayBaLCs0mnZUJh25K9oWJR8BaRlKC2BahtNGkNrsNPo+8edqdBoEm2XgbE0JKLqdxbSzNLXJFYHWwDOlnhXdBj3n3J3uYZh6lqeXROWGUblwnXJfpuQzdTnQZkpP4HO1BJ/F0kHSyojw2ax08HjyGJzOiNF5n+/PdEPr207M+0wbuvUO7O9R2PC3dZLIls0v0/Tz5Xw1/WxSCt009zn7fcJ+9OiwA2j78bs5aME4zWmCxn362hDtCHz9y1OxPbgAR+JTcTk/RHVBK+DXNIHYsoBD384f3TQeWCMVh5xCJBi1QEljr/GZgu3BBTgcl8Z90I8WD2QPc1REdjlf81rEhMuDu7OZb7kpkr0eoZTwYm4YjsSnYmfoeGzwsw1CL1DK2lZ7l+PrgInYHZaLpsRkXMwNw52KkQw0rmCjtR0N3gwykhvVBDLSGGjLjcmsWO5wiDYNXdMfLbNdcLvcG5fzQ3AyLQ6HYjJ4CRf5TwlEix5Gaw+D4iisCKNrhWKIrwImaYpPjNq3CUqTc+5WmS/uVIxEc6UX7k73wP0Zw/BglitaZrugZY4zWucORevbTng4z1F3tr7thNa5Q9Eyxxkts13wYJYr7s8YhrvTPdBc6YU7FSPZAkxxnhFsNmp7Fgs3vgqYxAtlaiXoLI7qW3uAln2xywRvJZUmHYrJwMm0OFzOD8Htcm+0zHZhI8Ni6vlwCB6ey2CLcUVXYHVz4soEprZp8Ebn5gF4soJtTNypGImLuWFoSkzG7rBcfB0wEauVcs0FrrbB5w1+pdgZOh5H4lNxMTdMWzr4oxubeLDh88ULSD9/jm3yKN7nw3Fp2B5cgDU+U/CRJ3tdRptOVIJoqt6od2Cvh2C4oN4wLB78ZjB3P1/OD8GR+FRsDy5AvaQAEqdAZg59E9OcJtgXjFDvE19YmB9TLAFrme2CR4sHsutcvQNL4+9yx+NGyzMBQToVh5JEfPxeP7S+7YRfp43A9eJAnM+OwM8pCTgUk4HdYbk6QEY+6O6UEhKElksJ6VrYbQj9RW/2QEJj6UfDdBD6mRRzSSPpYhErT0OTpqhOAtELBzM/quSUvFoYhIu5YTwV/XNKAh/tFWE0uSW/DZqArZZino4mIL1WGfclKP3pyAoNmK5V4DQBaoLUdH7goT/F/07fQz+j1muaBjR/OrKCw+Z6JeEsAufNo0qw1cLShORWlaFzU2Iyfk5J4Gnni7lhuFqlajLoAAAgAElEQVQYpHOsts4dykfbOXgmv6pSMkgbEmKhr2ZE+FkUJEnwmQorO390Y+/HL3p3Gz7TPVQuHfzLi1oHri0bPOR9ljd4dofl4lBMBn5OScD57AhcLw7Er9NGoPVtJzx+r59+8kJWb/Rk46vRwtZdWwahs94BT1b0xqPFA9Ey20VTgtqUmIwvLHH2+wTU+8TfZkkwiMo0RRh0PktNIhr4zJ+FikMzCi/CICtOfJqSE0MLcinhlsBiXSkhfQbEUsJnBaHF5ChNLH4gpUdFPZCs5KB1ulEamq5bv0zxQXOlFw+QPJznyEsKOYhe9ZzxZCNNNf7oxiYXFT0Hwej2pkgNjNYko8kZLQNpIygtgmkBTusgtQ2n/L2anyt30BBsNko5C9CZJ50V6NzeFKlCZ9Js7PZUdYFULihPcq7S6jYeLRrEizPvVbujudILv0zx4fdlo9QzPfcYKTdImyWm+EmXJZYIkw7rWcJn8j6T01wsHdwSWGxaOng+O8LY+yx3KAibXqL651mpN3TuZ2XyQrPhT5teNHWmbHr9bZa9hNB+9OywA2j78bs5aME448VCzRi8CH8XDXsDtV7TsNG/FHvCc3AiNZ6BqcUDuwRBlIjUgCADFcfmUSWacXwqIxNhL70O2Qd9r9odj99jN3BbE5qtF3MYJFPUBW0LB+NOxUhcyAnHkfhU/PBKvk0QmuD4Mo/X8enICnwVMIkDvPPZEbhV5ouWOc7MS/VlP65ZaL2YY+qF1jh+70xX09Dkhv6iNzpqHfBo0SDcnzEMN0v9cCEnHE2JyVzL8VXAJA2IXjxMXwgk/r+I4KXaSd9UTDvWtdLoHy12KR1Gi91DMRk4Ep/K02Gn0mNxJjMa57IicSEnHJfyQnE5PwRXCoJxtTAI14osuF4cqDuvFVlwtTAIVwqCcTmf+Wcv5DANwJnMaJxKj+WpvCPxqXxEnBZdVLJBnjMaNatV/l7ExMocAUpZ+/sRwfNiCTx/FTCJ6zaaEpNxISccN0v9cH/GMKZlqVUW7orrmaee70zv+r3wSyV/33bscmfvp1oHtMxxxq0yX5zPjuAbKF8FTMKnIys4fJ411Db4/MMr+TgSn4oLOeG4UzGSpfgVlQx/39o6YfAFGxm8V+2u8z7Xek3j3mfxdVU7abU7VIKoU2+IG1/C67G28fVo8UD8Om0ETqTGY094Djb6l/LXIZegkv5nxouF9gUj1PvE5/5JOBSTgROp8biQE44bk/xxd7oHA0JLX9AVgWlG4YXCPWswyKqK40c39sAmAKH7M91wu9ybAyHyQVM52ga/Uu6DpmthdxQBs4aqm0xmEHp3WG6XEJoXuJLrl1KBh0NUICNAaFsdv1YTgfJYOvl+RS2HDKJp1HfRIO6YJIURpaKvFATz0kIZRtO4796IcdgdlosfXsnXAOktgaz0iKD0er/JHEyv8ZnC4XSddznqvMuxWjk/HVmhOQkmiyd9LX0vQeY1PlM4aF7vN5nD5q8DJmJLYLEGOP/wCttc3Rsxjo+xy9CZSgWvFATztDMpqcip+mjRIO0ouwF47mjwVr3g8njwUya0jN4H9Dl6dDKBbWhTOktxg1Mxb1fwmTZ2jOAzbXbL8NkWxQ2tLeq8y7HBr5SXfYre56uFQbhd7o37M920G16bB6hTBSbqDWubXmIxo3i90RWgLn0BrW874e50D9yY5I8LOeE4kRqPQzEZ+Nw/yX6fgHqfOPpmX63b3KxUk4BQD4rAbFFx8A1M2Ye/QuvDv1ftzlRtJQG4nB9itZSQUqQihJZLCZ8VhBYhHm3YvCtBaNELLSo5KCxCG2i0Lj+ZFqeb2tBoOZSSQkMQTYlockRv6Ksq9kRP9F4vrStahNGipkNKR3MgLUJpGUzLJeZmReZmp/y99DMF0CzCZiPgzLtqSK8hQGeN21nUbHznpCoEN/Tljmdd4lkAz3LJ4M1SP910EqWeqWhwX1QWD93Iyg3yPYvwmZLP8vv2WcFnuXRQhs+bR5VYLR28nB+CGyUBuFMxUut9fq8fuxfIPQrKhmRP1Ru23Ft17nmxBFro3jj6Zl/7fcJ+9OiwA2j7YdPx17/+FW+88QZ8fHzw/PPPw9XVFePHj8eZM2d0X3vq1CmkpKSgb9++GDhwIEpKSnD79m3d1/3f//t/sWzZMgwfPhwODg7w9/fHhg0bnvo10oLxLbfxXIEhpqCrFUj1rqLA2GYpwsGYV3Wj8NzBfGe6zSqOB7NccbUwCMeSErErLA8b/Eo1YEp+HSKY+ipgEvaE5+DnlARcLw7Eg1mu7LV04aiVIfSTn3xYOnkV0wTcqRiJ89kROByXZgqhxeI5gvTvuE7HUsWfSyCvMTYdZzKjcWOSP1rfdmIL8i96s6S2kg6k1KuZkoOX4twqZ2noo2FsIb1lEPOhftgHD+c54u50D1wtDMKZzGgcTUhBQ2S2BkSLCUBr8EUGMOJC4i0BRi81GAM0KmgiMC0+0B+IzsTBmFfRGJuOw3FpOBKfiiPxqTiakKI76b8djktDY2w6Dsa8igPRmRrAQaDZqBhLHi9bKoyXkV5DfDAQH5itPTTLiS0Czw2R2TiakIIzmdG4WhiEu9M9WAr+wz5skbllEFsYHQ1jBZ5KQZKcDNUpN25M5qmszu3O6PyCaUha33bCjUn+OJMZjcbYdP6e/XjEa1iqFFMSXBXfs2bw+XBcGs5nRzD4PH8IA2abB+DJTz6m8NnUsa58xq8XB+LnlATsCc/hjnV5o0kuHq31moYNfkwFciwpEVcLg9TPuC3qjTvTVQe1pP45GPMqtlmKUOddjnfd2edafh2kAHnLbfxvvmD873Sf+NQ3ReNjvVIQrEIh0ceqQCFyQbdeztcUEoobLd1WcQgj8XT9u1ftjltlvoY+6C2BxVgned0JllkrJRQhNG3GPQ2E/nXaCDyY5aqW5KxSHIWbB3BHIR9Np1SgkNCxVblgLRVoVcshgmhKB64ycOkbOCdFGE0JLHFDsDE2XXe93hWWx6H098GF2GYp4mB686gSDqc3+pdio38pNviVclBN5zoFJhNQppO+lr6XIPPmUSUcNG+zFOH74EIOm3eF5enuT42x6ZoNVEoMitDZqkOVuhBWCaksETxb0210M51lqGQRE6GUzqLRYHLiblZKXFc9x0vZHsxy5SnQp4HPc160Dp/l0sFFUv/EOt8ybAksNvQ+3yrzxb1qd/V+Kih/nka9QfcusXiw9XI+dz/zzS7BO0+bXVcKgjXXmU99U+z3Caj3icOVA9i1jlKJguOcJj80I/FP4TfvtoboJx81lWjFB313ugdul3vjenGg1VJC6gxZ7zcZ9UKw4beA0GZJUvLoUpqUwiGk5KAyNzkgIqahzTbUSMthCqKVjTVeVrhG0nNYgdFWS8kFIK2B0jKYVuC0BlDLJ8FkASjLJ/0M8edy0CzCZhk4m5WiW4POomZjjQMvF+QbvybgWdRtmG0AG6WeSYv1dcBErtwQfc+kjqGCYKPk/m8BnynIVP/yVKz3m8w7h6yVDl4vDsTtcm/eO2TqfaZpC/E6Y6PO6ml6N3TKH5osEjs3VrJ77OHKAXYAbT96dNgBtP2w6cjNzYWTkxOqq6tRV1eHJUuW4E9/+hP69u2Lv//97/zrrl69isGDB8PT0xO1tbWoqanBwIEDMWrUKDx58kTzM9966y306tULFRUV+Ld/+zdkZGQwN+fGjU/1GmnBuNgjB8s8XjeEMTOHvokFrtOxXPCxnkqPxa0yX5ZI/OQ5dH7nxMrApPF800TiGge01/RHc5UnLuaGGY7miyoO2Qe92rscWwKLsS8qi6cjW+cOZQlTKiU8ncQWGK2LNaWEGkh1OomrDDpWsmT27XJvUwg9z4XdlGWgN3Moe201w6uw0msa1vmW4fvgQhyIzsTJtDjcLPXDg1muLKn9OUtwcu+vFSWHJgGr6BfaTicxEPmjG7vhrmY3NxoNFR+OCEQb+VCNHMcyjDaCsEYLC1oIE5RepaTT6pRUBhU5bfQvNQQC3wZNwLdBE/B9cCE/6d8ZAYqN/qW88KpeSct9OrICqwTYLC6szB4ErP3/mjmyjTyVBJ4JypGa4PHSF9iD8qb+DMg1WhiQo9+5SerZSLnx5Ccftoj9nOkHHsxyxc1SP5xMi8OB6Ex8H1yIdb5lWOk1zeb3qhF8vl3uzT7XK5/j6pi200mazSXNZ6l1MStEPJ3ESwc7ah3QOncon3LYF5WFLYHFWG3ifabPt5Fq52JuGJqrPNFewx4abVJvXM5nEOE7J3R8wj7Xt8p8cSo9lnvnl79UiQWu03XqIdp0W+bxOhZ75PzmC8b/TveJWu8M7ArLw8GYV3E8eQzOZ0fgRkkAmiu90Dp3KNPLCGPxT37yQXtTJFPMEFi1UrZnquK4nK+mN3d7ssX9+ufRsYqVgrXOHYrmKk+dD1q8/q01KCWUp0JkCG0NmlFZmpmO41R6LHPWlgSoEHr+EBXM1OtLurgf9RlAGWtaDu4qJBBNiWhKCG7oy8ZGP3kOHbUO/MG4beFgtL7thJbZLtwVLcNoGgemVNbPKQk4lpSIowkpPCFNULohMlsDpneGjscPr+RjR4gKqOV7gdkp30O2BxdgR0g+fnglHztDx2tAc0NkNofNlHA+mpCCY0mJ+DklgacDaUxdB53J7TzbBa1vO3HNxuP3+6Kjlv29ddY7qMnA75w0iefHR8M0Llwz3cYzezj+e6y+FKnegT8Yt80fosLnkgBczA3DqfRYU+0GfY5s3cyR76cE0cTSQSo/pvup7H1urvJk15glLDDQuf55BhuU0tNHJxNUr7CN6g1ezkig/lwGc2PTvZaKB2v6s2tMpRdulATgfHYEjiePwcGYV7ErLA+13hn2+wTU+8Rfy//IvKwiHKINN6NCQnEsXgJDtqo4dBsv8rVOLGQ18UGT5oBKCa8VWXSlhAeiM3mZG8E9gtAfS4nSnkJooyK3OcLae5Gy9pYDIZSGlgMhNN0huqFJn2em5TAF0UsGqBtttezvsbNO0HNs6MuuM+SKFmG0rOlQ0tFUYmgEpTmYluG0CKjF88oE/Wn0dcrPECEzB80GsJmXCFLKWdJraKAzuZ039VfTzvUObNpoFbu30kZv+5IBpuDZTLdBmkHR9UxTR3Igh1LPciCnZji7htP7dI5Jgeazgs8rlM17ET5vsxTx8swD0Zm60sFrRRZeOkh6GDPvs1jka3iPFTb2n0q98bBGe40xKh4UN3hpk2vJAPy1/I92AG0/enTYAbT9sOk4cOCAbsF39uxZODg4oLi4mP+7119/HX369MF//Md/8H+3a9cu9OrVC6tXr+b/7tq1a/iXf/kXvPHGG/zf/eMf/0B0dDRcXFzwn//5n91+jbRg/HDEWKwa8RoWK+ljuYxLLiRsjE1nDmYCQ4r+4tHfYzXJY0MVx+EQ9uDQRTnZHAMlCMHwDxQv9bdBE3Aw5lWcHRullhKuYknTJwf8WMpUSEnKEJqnNhu8eZmbNQj9rrs52KNU6ZLhb2DFS5W8hI4UAteLA3Gv2h2PFg9kr3FTfzUNez6LAQcFzshpaA7XWhZwFQPXcmx3ZsnvWqYZeDDLlY+kn8mMRlNiMvaPHqtLA9Z6TePOL/J9ieOzXcFZWmyIZSniwpjKoMhXR35OIyenOD4tnuK4tegIFcuraBFFrc20kBLLM4wW/dagM/kpaUR4qXsVd2GLKa39o8eiKTGZJ55vl3vjwSxX9juuVQDEdmdVt6GoV8Tfs2HqWfk9PzyfpabeN/VHxyrmVL5X7Y7rxYFcYUMllCteqsSS4W+YpvUJPr/rbgN83tSfecuVaQKzz9CDXyrx8FwGey9uGcSnCX6Z4oOzY6NwMOZVfBs0AfUvT8UHihKEPj+i8mLOizaUjW5zZBtd1tQbNyYzR7aiAaGNrgs54WiMTdcVD8rlq392ZmqVVSNew4cjxv7mC8b/bveJ74MLeTHYqfRYXMoLxa0yX30x2Jf9WOJNAavd8bJqRuNFhQCBNHKzKuWspA6QfdCNsenYE56D74MLNclNa5twXWkDbIXQRxNSOIS+XhyIOxUjcX+mGx7Oc2T+2lqWgOrc0JenduTxdLPEji3joobpQHlEnTypAojmxUiU1lqjPjA/WaE+LOtgdJWn6uQvCcDVwiBczg/h6WhRmSRCaZpwORSTwSdc9o8ei31RWRpITeee8BzdKf53gsv7orKwf/RYPnFDoJmmbQg2y4qoi7lhuJwfwiCMUtJ1p2KkmnQWoTNBGPKj1imwjVKAVNAlgee2M6mGI8G2wreuxoJp00YzFkzpzw19WSqr1gGP3+uHh/MccX+mG+5UjMT14kAOn48mpHQbPnels7G2mftVwCR8H1yIPeE5aIxN13mfuU+dynsV1zzfuDFQbxj9HVr1zSvXl84f3XTFg/dnDMOtMl9cygvFqfRYXnj6fXCh/T6hHHSfaJz8J3YvoOtcnXKdEwGR4maVN9yedjTedMNNuc5xQCSOx9NngXzQiwfqSgmvFVl0pYQEoalThCA0Tdz9FhDaaL39jrDWFgGfLWlo8tqLujzaeJN7XIxAtOYa+F4/jZ6j4xMrMFpIRnNnNKWjf/KxCqVFMM3hNJ0EjLtzCt9PP5ODZiuw+clPPmrKmZzOctLZCDp/otVsPH6vn/ZeagKe5X4bUbdByiu5DNgs9SwrNxYpz3/WnpeeNXyu8y7XwOcdISp8lksHrxVZdKWDjxYP1HqfN/TVaH74BhfdZ61s8PZE9SNu8HK1FW1wbejLfufKfbZt/hA0Tv6THUDbjx4ddgBtP3p0BAUFISgoiP+zo6Mjxo8fr/u6ESNGYMyYMfyfV61ahV69euHkyZOar9uwYQN69eqFn376qduvRRytpvSxXARoVEi4KywPx5PH4FqRBS2zXXjRHoe+Xag4KCn5ZEVvtMxxxo2SAJxIjcfeiHH4KmASVo14DQvdpnMYLkK0PzuzB5jlL1VirW+ZppRQU5q2zRGPGy0M7pqkN8lbq4HQtQ4aCE1e3Y3+TG3wronagFKcf3mRAYrlL1Xis5enYvOoEuyLysLPKQm4nB+CX6eNYGOkgpLjycFRaDudxB5IFUBjlIbWaTnIj0qJnTWqG/XBLFfcqRiJa0UW7kalxM42SxEv6JJHaW2F0SKgMfPWUYEKwel3XKdjgVKmsmgYW/wsVhbQZudi5esWKSNiC1xZQQZBZirKMPOVdfXajaCzPGpPxUjbLEU8AUpuymtFFtypGMnB85MVygMyJUAVL6U13YYG6N6djZZrE1mi+OAojXLj4TxH/DptBC7nh+DnlATsi8rC5lEl+OzlqVj+UiUWDXsDf3lR7ysXVTHvKqqYjf6lGl85h8/KFAGHz4pP3WyK4OH5LJbI3+aoKfUUSwfXKonjrj7TqxS9zt6IcTiRGo8bJQFomePM/k5psqEL9QaH4UpBY8tsF1wrsuB48hjsCsuzWjxIBYiUwv5njFabHf8/3ife88zGlkC9n5U+A7pCwm2OTDHxDFQcuoTiDhd1AuT9vmhbOFjng6aUolkpYc3wKixQHr66664VIbRRMeH+0WNxNCEFJ9PicCEnnI+Q3p8xTG1uJ3fh+uc1re06b+FTahl0CUFK70h+aBohJV/qk5982IP1DhetnoNKklY+p0lumT1AUzr6RkkArhVZeEL6Qk44zmdH4OzYKA6mT6bFcTh9PHkMjiUloikxGU2JyRodk7XzaEIK/55jSYk4njyGQ+aTaXEcNJ8dG4Xz2RG8j+BKQTCDLSUBPOVsFbhQ8o9cqPUOWs3GDheW9PzJh3souXJA9jwLqc+n+b3qStgk/y0vRPpmMHuNivu2fckABttmDOPKgQs54TiZFoejCSnYP3qsaeHgUmGt0B2X+lsKlKCCY6PSQZqukL3PbQsHq5tbm/rzkimjCYueqDc69nqx36FB8aC4liLP/JbAYrznmW2/T0C9T/yfohdZQdjigdqUIk18SIWEuhT0s1BxSJttmoIwMaW4/nkVFC19QVdKeLPUD1cLg3QQev/osRoI/VXAJKz1LdMVu1mD0E+TMBXLCQlCy0oOW/R4O0KYfkjWchxPHoOTaXE4OzaK+6ENQbS4GTd/iKrnWPoC+51TKppc0SKMpvLCbwarBYYEpCkhbQalCUwrcJoDavEkgGx0Sl9LP4P/TOXPMIPNHbvcVeBMRYLkdP6ynxY6k9uZ0s4f9mH3TEWz0TZ/iGYT1ww8X8gJx9mxUTiZFofjyWN0uo1dYXka17M1DaGs3JDhc3eUG0YJfWvwmQoz1yr9QSJ83j96rA4+Xy0Mws1SP33p4NIX1I2t9c9rpyvk60oXm7zdni6S0s+64kFxwkiZrni0eCBa5w7F/yl60Q6g7UePDjuAth9PffzjH//Aiy++iOTkZAAshdCrVy8sW7ZM97UlJSUYNGgQ/+fy8nL07dsX//jHPzRfd/78efTq1Qv/+q//2u3XQwvGdUFx2BJYjE9HVnA/q5wMpELCFS9VYvOoEuwfPVaTUOxcrag4joZZV3FQQnG3JysqW/qCYVHZBx4Mhssj8pSWXCyVEh5NSMGlvFCWyl7C3H2d2511iUkRpInladxfKyShxWLCXWF5vNxN9OvK5W7VijN0oZtaTrglsBh7wnNwNCFFLSec7cKUHHWKG3ivF9qbIg1TsnSTNErvtNyYzPzQNJ6uJAM7ah3QvmQAWuY489FRKs6h8fQdISwVTemNVUo6UIbRsrbCDOqKD54ymKbFMy1WKM1BsNrspK+h76GfUW0Cmq29Lvo6ebdehM4feb7OF0rr/SZjS2AxdoTk87FgXsCmqAda5jizseBaBzWZpYwFPzyXoRawSalPs9Rz68UctDdFsvfilkHorGPKjZbZLrxs8GhCCvaE5/DP7DKP17HQjcGAapOyTPKUU1nmrrA8TeGgJvlMHnWDMk8OBsWJhu3O6Pyc6RCaqzxxKS8URxNSNKWDi4e9oZtqIMXPO8pUg2HB6NIX2ITFbk/TCQuNeuNoGFsErtZOWOwfPRabR5VghQLqxeJBmvQgzzx9ZtcFxf2XLBj/f71PLHLPxQY/BosoqXgiNZ6PyfNCwvf6sYdPxdGqA0VKqtdmFYcMisgHTaWsisdW9EFfKQjmEyCU5NxmKcIGv1J8phS0khd/gbDpZuSD7w6Epo2qnaHjsX/0WByJT8WJ1Hicz47go6T3qt21gOYTVVvCPalCOaE1f6G4kWUGaAxTgjKIVsbVqazw8eEQ9lBFnmhKd5nBaPJXKs7o1rlD8WCWK3+wbq70wp2Kkfhlig+D0pP8edGsWDJ7MTeMA+pzWZE4OzaKg2rxPJ0Ro/t39LXnsiI5YL6YG6YpvaXC2xuT/HGz1A+/TPFhCedKLw5WHsxyRevcodzpLHtPddCZUn3kdz7gxwq3lHJBPgYsg2eTNJYtv8suvbeHQ1QfJekkPtE+EN+rdueqgfPZETiRGo8j8anYP3osdoaO5xvVPYHP1cLmLhWoUQnVZy9PxQY/dWOX9DVnMqNxpSBY433m/nSlxJd7n6WNrW6pN5pn6je2FMd8xyp23xWLBy/mhuFEajyfrPg2aAI2+JVikXuu/T4B9T6xf/wwPu3RXtNfWxJGkwFCISF9Pvg17ilVHLoxefFzISQVuQ+aYFFXpYST/HGlIBjnsyNwKj0Wx5ISOQCkoretFlby9s+E0DLwozT0Ugn6GaWht1qK8X1woUbLQf572Q9tBKJpKuRetTsezHLleo62hYP118xaB30yWnRGb+qvBdLfORlDaQFMczhNgFo8D44yP+WvVX4G/UwOmo1gM2k1CDhv6q91OktJZ67YEO6NbQsHc83Gg1muuFftzqeHzMCz7Hk+EJ2p0W18H1yIrZZiw9Sz+D6kDpxFBu/FfyZ83ujPimapIJM2QI4lJeJUeizOZ0fgSkEwbkzy77p0UNzUonWTOFnxW11TlPWSpniQJseE60l7TX8+ZbR//DA7gLYfPTrsANp+PPWxbt069OrVC59//jkA4PDhw+jVqxe++OIL3dfOmTMHvXr1wuPHjwEAGRkZ8PDw0H1dW1sbKxJ86y2rf/Yvv/yCEydOaM5vvvkGvXr1wr9HhmFXWB7W+03GCiWpKBcSioCm/uWpGkfr3ekeDKZ2oeLQgSIFXD1aPJCnJhtj0/F9cKGpL1YuJVylpDl3h+XiWFIiB1ftNWwXsnOHC4PiBiVqmqI3OQm9Ui0mvJgbhqbEZOwOy8XXAROx2rscyxSdwJ+dtdCPHrzExOlq73J8FTAJP7ySj0MxGTidEYNrRRbcne6BtoWDGbxc/zxL9YhpaMUNLXuCdQ3uzTO1KZ7dnhqHofggdbPUD5fzQ3AmM5qnomlMffOoEqwTFtD0wCkW93W1U24Ef2U4bbSYsXYafZ8tf4615IhYqLhcWCCt8y3D5lElfByY0s5nMqNxOT8EN0v9tKBNcN4SeOYPxdI4sPj7435vxfWsST3vcPl/7L17dE3nvv/vj31KKQMbmzSikoZIlpWrLEnkKvc0F0kkkUQiaUiqUbZNtaoOX0OrFwbHUTW0RtraVOVHqQzKiXwph+xwIioyXIpB3UtJJBHOPp/fH8/8PPMzn/nMtVYS3d+zO9YcY/5RkpV0WfP2et6f15s5btf0hNbFg+B+uSv8nOsLTUlhcDwsCfaNy4Jt5gLYoBTp0cUQ+jmcpYw9vzucLYZs8CiB7eapUG3JgProWLiUYVELB0XtBoHP9HjRwOeTFva7bmJOd1xIOhUTDdWWDNg6VvWny0oHRa/7Hv8crvf5pXQUtC0doC4k2buwpag3Hr/fF+6Xu2oc85vGvKpZYJMVD65+uQw2m6bBAUsm/H/Blv8nN4z/W68Ti0Zkcvf53oAsXSHh7WJPnlbs+Ph56ah8l1Qc4qh8YxS76RcX3BRXK57ncFweE537xjFQgAtua9xL4QNSzkohtKyc1UjHYTQtsT9wMjQoBxwAACAASURBVBwOSYW6iAQ4HRcFF1KDOVi7N9ONawX4OCm2uAuABpUcXUkJGsFLKYhGb+rFVI2eQ5OKRhiNY8YIozcKSS9lvFiT9FIeuh/MHsEfvBFM3ynxgNvFnnCryIsD6hv5Zrie58NBNd2v5fjp/gy/9ka+mQPmW0VecLvYE+6UeHDQjOAEYTNPOGOSTxkr1yT5NgrQecdAFTqTtDPVbDy6mKr+u0nAsz2LCHansUTlBi0bxPuAD/twXc29mW58oeZCajCcjouCuogEOBySqoHPsikpa9oN8Vihk0XLXnodPlBKqHCBd6evqrNCbc3lzED1OotueXGBt9aXp9zo+aQ76g2N2ufj5/lUxe1iT13x4N6ALN6tsWhEpuM6Qa4Thya5srKw+U5qYpGOyxsstIlpxc6OyttKK2qODxyXl5QSdgZCHw5JhWpLBlT5Z8MOn65D6O6WE4pp6PdGqgWFohv6KwUCVnrnS7Uc1A8tA9FUT4ROfD4tMs+ZL95pFB1KMpprOmTp6M291YQ0QmnUdlAwjXBaAdQcUtMdITLdha/B7+Wvha9NQfOOgVrYvKUP+z1lKWdFr4FJZ6rYwEXZ5nnOfEoIOxREbZUInqnnWabbqPTOh61jC+ErpROHup6xaBA/fzT1/Kw/g/bC5x0+eVDlnw3Vlgw4HJLaOfgsKR2k3md+v9TFqQp71Bu82Fe20Eu1PspERfN8J7hf7gqHJrk6ALRj69bmANCOrUtbU1MT9OvXD4KCgrhf7fDhw9CjRw/Ytm2b7uvfffdd6NGjB/z6668AABAVFQVjxozRfd3f//536NGjB8yePdvqz//Xf/1X6NGjh3TfG22G2vBE2O03BT4jI+oyYPTO8HJY414KW0wM+jbEToTreT6qisPGqHxL2wd8dL/jmDcDd+tY4pj6oFHFYQ1evaX4bD8dPR22m6dCTdAkOB0XBT/n+sKDOS4sPYnFZfXBHGDZBaErWdlN6+JB8EvpKLicGQinYqLh4Ph0qPTOh40eJbDS7TVYoiQ7xeQpOnffUgDbulEz4CuvItjtNwUOh6RCQ+xEuJwZCHdKPKB5vhP7XYU0tD3qBl2CVjZOurk3PFmvjqqjngPHbqnzEW+mK73zdQ3fOL5ltIKOD6S2/GHW4LGt3ZYnj7ryZAkRHFMUm5grvfP5TRF1uOL4PGo2cBT4yXpShCTTDBh4ng1VKmLqecUL0DzfCe6UeMDlzEBoiJ0Ih0NSYbffFPjKqwjWjZoBK0bOhLckTnKaxF8y4nVY6fYabPQogUrvfDg4Ph1OxUTD5cxA+KV0FFsAWacWDtqEz8oCUnt9MC8UfbziBXgwxwV+zvWF03FRUBM0Cbabp8Kno6fDe8rvaGsRaZu5QON9frRwCPu9vh0EHce8uUoHjwObap95znA9zwcaYidCtYUld9e4l0oVQ7OIYugzxS1fG54Ie6PN//Abxv/N14kFw7NgAwFHtJDwQmqw6mvFqQBbxwhRcdhKLBr5oLmK43NVLcCnPkgp4YnIeM3UB3Xhf+D6ms6F31UIjVqBLaZCDtcOBadBbXgiVwtcyQpgxWpl7mo5IabGrYyq8zQ0wswueoOlRYX4gHW3nKcGNXqOhgncFa2D0ZiMxvFjfCgXHsjbl/fTQGn+UD7fCZrnOTM4PceFA+r75a4MUiug2uaufO39clcOmB/McWGQeZ4zA80IRwhspqPjCEg4HKEOU5p0VqAzup3bGyZoNBs8faW4Jx82vystGOyyz1tZNNCknq2MAqOH8uHc4fzYuJIVwFU1teGJcCg4jS/SbDGpuppnAZ+XjlDhM+1SwOmiE5Hx2tJBMl3UsVr5TKF6w4r32dZEhU31hnKvhOcR9MpfSA3WFA/iQtYGjxJYMDzLcZ0ge80ro5jznuqGcNKjgpzflJH53woaaXzQCjRCNQ2H0HudtaWEWBq2vB+0LhoMzfOc4X65K9wp8YAb+Wa4khUAF1KDuYeXQug9/jl2QWgswO1q+lQEgEY9LLSDhbqhZVoOEUQfmZDCvfkiiL6YFqQpZ5WlomUwmiejV7wgT0dvUBb6Plc+JxRKi2Aa4TQCatx3DbG906/H18DXpKCZwuYKBTZvVK5tkpQz12uQpDOFzrK0My3vRS2VCJ6PhyVx5QsFzzLdhuh6lhUNir7nrn72xGcsuvhhDT7v8c/RwefGhAi4kBrM7o3yzXCnxIMtYs1zhtZFg9kkBcJnWjq411mFz4q6jC9mdcP7bO9iFlf64PUWF7KUYlPUXN2dPhpqXhnlANCOrVubA0A7tk5vN2/eBFdXVxg+fDhcv36d//n/lsTC/01z44Vm281TYR0p6aJj6uhrRei7wydPp+LQlYUR4MsTKC1L4eGtEmhtiuGJY+qDbkyI6NT4PqY7d/jkwaHgNGhMiIDreT7wcO5w5g1UktkihEatgFUIvZ55be/NdIMrWQHQEDsRDgWnwU7fPNikuHeXEveurXLCTYoXutqSAXURCXA+JQRu5JtZQeGSgWoampbXdQZqKs7UlqtToPVcPHsoxdFSCmqW94OWt4dqxnCpAxKT0bYcd+JYF11dx5sceqMj6jPs3WUaD3xt6ppGz7TROKKRg+xY2CsaZ6tmXP7toeooKT4IK2qBxyct7OHp6hRDB6W1xQJNmaSSem5bMhB+nTUSbuSb4XxKCNRFJEC1JQMqvfNh05hXbZYNoot8qeIi3zTmVdjpy46NhtiJcCUrAO7NdGOft/W24XPHf3+ug888afxhH3g4dzhcz/OBxoQIOBTMPME4JdAZjU5jQoTO+/zkkAe0NsXAw1sl0NyyVF9uen+e1XLTIxNSuKrkvZEzdSWrM/+klqyuU0pWsTj0/6a5/UNvGP+3Xyf+7JwNa91LYdOYV3lpGBYSNiZEaJKLjxYOYSnojd13thr6oBsmqCqOr5nOSFZKKFMP4bTHBo8SWK1MeiCEthewySA0Knw+Uxa2ELLVBE2C42FJcComGpqSwuByZiDcyDdrQI3V0i4709CdTdRqgA31pxqlohFG1wWoMLrGXS0v3DVE9WHiaLLy4C4+tGuSYginlw5ggHrxIA6pHy0cAi1vD7W549e2LhrMgMeSgQx6IGSmSTzZaDiCDxwNr+zPHaVPDoxkeg2Ezopio60xyjjtTLyTnQXPVtUpRqlnKyVI9EH4Rr4ZLmcGQlNSGJyKiYbjYUlQEzRJo+T6TIHPVMnVGfhMVTVY5Lv65TIOnyu986VqK2np4EZF56OoN1Db8EzOIaJTfiODB48WDtFMUjQmRGiKB7eZC2CTovL5s3O24zpBrhMH4j35lAddYOtY3Uv1tpLSMM3YfDdUHFZ90IKixrCUkLhb25f1Z7oEKxC6PjqWQ+j9gZOlEFpWTIhJ1O4qEIxgoCwNjW7odUoammo5qB+6yj9b44emiWh0RIulrTKHviGMFiZN6Dm5Y3UvPnWigdJ4fkZ9BwJqhNQUVNuz4/fga+BrbiKgmcJmnO5Z3Ut/7ZItqgrQWdaJIJb0ouOZJp6p57nKP1vjeaa6jQ3Kcxl1PYufNVuLHl2Fz+JnTSwcFOEzTobVhidCfXSsVfj8aOEQdQELF+gNSgd1yrJueJ9tqTd48SA9fyg+ea7ywQVfZdroQLynA0A7tm5tDgDt2Dq1PXjwAHx8fGDgwIG6wo/OOtt69+79mzjbjk0dyh3M+8Zl8dKwdyXwaNZQ1dkqqjjuzXRj6gtMHTdM0AEtzdj8z1O1Y/MrXoAHs0fAtRw/qA1PtKvAbO4wtuL/kZJe3OnLoPjZxHAGs+Y5MxCyuTeD0A0T2AXq/jyuttBB6BvTmA7hB092YdnANCH3y13hWo4fnImPhCMTUmC33xT4wqsI1riXwvKXmC5ElkZ9g3ihP1K80FtMhVDlnw1HJqTA6bgobRr6/b68bOfJgZHwuNaXJQevTjFsebcH1vAxU1pIRJyQ98tdOYy+lGHhpSvouxNvsOnIl3jzgyvvWCIoFgjiSjzCaqMdvwa/RywyXEqSHrKbbDpySG+A0DuGpReXMiwcOuPoLzpadUVhx7ztegjWqQRQl3J1Ckte1fqyfw8sU3u/ryb1fDouCo5MSIEq/2zYYiqET0dPh4+I71lWNjhnGEvzLn9pJqxxL4UvlNT9kQkpcCY+Eq7l+MH9clemt9jAEvcdP3gy7cuNaVL43Pp4DQO9V6cw6HdgJDzd3Bs6Pn4emuc5w418M5xNDIcjE1Jgp28efDbmVfhIUdSIZZ1GRaK14YlwLccPHsweoXqfUefz81S5zkdZMGpvmMDT2O3L+8G9mW469QY65cVJijnD3oB3h6u/y75xWdxBfWzq0H/YDeM/w3XiDaccWOnGzl9fKBAJx+epuxWLw3RudKLi4OlFJaFi9+g8phdxgQ11A0p6USwlxPKwi2lBcDouCmrDE6EmaBJU+WfDdvNU+MKrCD4dPf2ZQOjFLqxgbaUbc9xSpU+VfzZf6KqPjuXTFZpzDqYF6ZhpZX9NWlCXhpbAGnsSg0YgGh+6OOwkqWjuihZhNGo6jpqYRxPHmxFIo64DobQ4vrxeHWHWPOQrD/odHz/PEmZKyky3K3+HX8u/dzWBzBRoiGPfmKzbMVAtxcKx7kMe7H1X9BpS6PzzVG3aWVkUoP8e9oBnu8ojRdczLVb7bij7vBCdAKaw6LUdp57qo2P5QjNOPaGCa61yLV/+0kye2OwufMbzxnbzVKjyz4aaoElQG54Ip+OiuCP97vTR+tJBOkVR66su+NrpfdZcf7E3g0xRUPUGdmdgoSl1yaPGp9I7n583Vrq9Bm845TiuE6BeJ/bFjOWlq9x3T1VDmGBUxuexeNVIxdEZ573hxABZtMGpDl0pIUIkZYSeQmgESbeLPeF6ng9czgzUQehDwWlWIfQapXfgPaK1E0vg8PiyBaE7m4Ze9pIKB2VaDuqHxvtkWlSIag5aVngmPhKaksJ0qWiE0ajoQBhNHfuoPeLpaDqNokBpfk6XncuV8zk/p1NQbc++gVx71pPXFK9BeO0RF0qVRVJcHKV6KZzcQeiMig1axItp56akMDgTH6kpF0TVBi0YxM8U9TzLdBv08/UsUs/i50z8jCF8pp8vWoApg884EUbh8+XMQLie5wO3iz35wpUGPqPCBxevJKWDvGsBF+c7MSFmtWNBot7Agl+u8cEJCqK6wp4FLPndFzPWAaAdW7c2B4B2bHZv7e3tEBoaCr1794b//M//lH7N4MGDDVuro6Ki+H//+7//u7S1+q9//Sv06NEDDh8+3OnfD28Y/2tOb6kvFaGNOLKO0Gal22vwhVcR7A3IghOR8XA5M1D1QVf05MBXBpB0ELraDZ5u7g2PP+wDD+a4wKUMC5yIjIe9AVnwlVcRLw/7i5M8CY0uWVHHcS3HT+uEVooJH11M1ek48OLT/Gg5SxGj5/Z7FwbcVvWClgXD4HaxJy+Dw2QqVXJYS0O/qWgRPlJS2yKIvpRhgdvFnvBw7nAGcNYpaTiaiEbvIRlhlzmiNTBaGV/nDtW6AHUEET2R4ujQHBdNE/iF1GDuv6uLSOBlGGILM94kfeVVBBWexfDZmFf5eNgno2bAulEzYK17KaxRRsVwX0V2+udr3EthrQKVP1FKVTYqCY4Kz2L4Srh5pi3fWK5SF5HAPWMXUoO1DctzXPSjouhjxREvxVXIx0SVEXiqhJA5nqlqg/smMfG8pQ88WcfGfR/OHQ63iz3hUoZFB543eJTAR672f7aocqPaksHLL28Xe0LLgmEsVba5Nzz93kX1o98t57ocuiiDKeNHF1PVwkHifL6W46fTbqC7XZZ8/ouTWmb6FTl3XMqwMG3OhyydwksHbZw7OBCv6Mm9z5czA/m54wuvIljp9hpfTJMphWSLaffLXeG/5vT+h9ww/rNcJ8qGTuGqCTpGvz9wMhwNTYZTMdFwPiUEruX4wd3po1V/69rnNBD6ca2v3gfdRQjNz2U17gzAbemjLqwtGQgP5w63moSmJazUCS0WExoBNyzioUVrFLpRLzRVcmAa+lxyKE9D3ytz15Z3rSJlO0YgmpbtGCSiOws+KfzUJKMRglIgTVQdrU0x/OGMQmmekkZtB/o2rXk26fgzTahZ22kiTja2TX2itORKKbfCQisOmxUoxosEFbWGBjgr8J8mnekiQFcXAsTEs6ZMzQg8Y/nRKm35EZYQX84M5N0Px8OSNMoN6numizH0OHhDABbWtBtYOCg6n41KfTH5/HDucJZ8xoXfLX3Y5x6Tso1R3YLP9DrMF4ARPq99jnvk704fDddy/OB8SgiciomGo6HJsD9wskbfg2qSsqFTHNcJUK8TeyL89BMetHR1nRZCP6l24ylGzQi94IPuFoQWjyOjJDROD2ASWqLjkDmhMahBndA7fVVFAqrs1hIvr5HOrjuAUATRspJCmogWiwrxfnqbuYA7orGsUAajT0TGw6mYaDgdF6VJRv+UPl4HpLH0VZeQRiiNmiQE07JJFgqpEVTLFiGt7LrFTOW1EC4bTeIgaOa6KNJlgLCZl+wKwPmn9PGapPPpuCg4FRMNJyLjpdAZywXR8bzNXKB5nqIFgzTxLCsZfBbg2cj3TLWGq4jmBdWG28wFsNNX73xuiJ0odT5LtRs0+YzaDWvJZ7wP6gZ8NvI+o8Kn45g3u/ZS+LxOG+gSJ472RPg5ALRj69bmANCOza7tv//7vyElJQX+8Ic/QFVVleHXlZWVwfPPPw9Xr17lf/Yf//Ef0KNHD1i/fj3/s2vXrsG//Mu/wOuvv87/7H/+538gNDQUXnzxRe6B68yGN4yn/vUPmrH1wyGpUOmdD5+Oni4t7cIU49IRr8Na91JeAng6Lkr1Qa/qxdrErYzQ81LCq1OYU5YUmt0p8YALqcFwPCwJ9vjnQIVnMax0e80wCS3qOCq987VO6NkjGBgnEBqT0IYQWilb48qBLX3gyZqe8GjhEO6FboidCDVBk2Cnbx5UeBZzPQICuNf/pH1Qw2I4LChc414KFZ7FsMOHOVXrIhKgKSkMruX4wS+lo6BlwTCWCFUS0U+/d2EpwsYojUtVdnMuXdEl8IaPEklKi2St4HwMsWAsXMvxg0sZFjifEsJHx05ExnNfGbY07w+czFfwd/tNgZ2+ebDDJw8qvfNhu3kqbDMXwDZzAWwdW6jb8e+2m6dCpXc+7PDJg52+DDBjQmN/4GTe4o3euhOR8XxU8HxKCFzKsLDilIKx6niXUauyUAKmaVQmD732vN/UNdnWGMWctd+7qInnFS9Ay4Jh8EvpKLiW4wdNSWFQF5EAByyZsMOHfZ7WuJfyokGx8BKhLi7AoOalwrMYdvrmQU3QJO4a/6V0FPMqr2E3clxJo5RzWoPPLVenaODz4/f7woPZIzTO50rvfJ12wyj5vNLtNajwLIY9/jlwPCwJLqQGw50SD01xaHt9MD8+xekJncLna1ZOgt7n03FRvARxraLwoeoNsVT109HTodI7Hw6HpGp0Qqf+9Q+/+Q3jP9N1YvqfcrnLda17KXymgNXdflPg4Ph0qA1P5EAJtUKPFg5hJVTogyYwSfRB2wOTNCVit8u0MAkfCKw47y+mBVnVccggtJj6pEWfMghNk5/ohaZKDqM0tNXUIC3wot7Dhgkc2ugS0RIQbU3NIT6MiclojS9ahNE3pjEYTRLSHEg3TGBQui6AQelj3mpaWgHTulIoWgiFpVCix1P8M/xaWlRFS6oU0Iyp5o5j3gw21wVAe32wmm5uitEknFuuTmGLjjLoTAoFZcDfnvfaEDwLiefWphitboMCMyw+MkhfGaWeReXGKmESwBp8pqAC03Ey+GxNu3ExLch2xwKWDuKilQIm6fnC7kUr0fv83VD1fLHiBXi0cAjXX+GCVW14Ihwcnw67/abA1rGF8Jmi3kB3/PQ/5TquE6BeJ74NCeSFqzcLTdx1zxfWxPst8Xwm+qAFj2tn3Ol8ikCir7GahMZjiug4dE5oAUJTHUe1JYPr67abp3IIvUGZLpCVw3VXkWBNk0DTqiKIxkQ0BdFfeBXBZtM0Xla40zdPc899cHy65p67LiIBTkbFwamYaDgTHwlnE8N1MBoLDNEbjQWxd6eP1qSkrfn7Zaol3NuWDNTuSweou/B39Pt0qic7egl+KR3FXc63iry4zxmLBEXofDYxHM7ER8KpmGg4GRWncTsfCk7jfmd8Vtrpm8fLBTebpnHVBoJnsWAQwbOsZPBZf5ZE3zOFz5io32yaBtvNU7nmkMJnvOeh8FnnfKbaDbz3sTf5rNz72DsNZuh9Rn+8UYkpCW/h8zIu/GLXws1CEy/6/TYk0AGgHVu3NgeAdmx2bbNnz4YePXpAcnIyfPXVV7odt6tXr8If//hHcHNzg3/7t3+D9957DwYMGABjx47lvjbc0OM2Y8YM2LhxIyQlJUGPHj3gr3/9a5d+Rw6gV/bhAOfnXF9oiJ0IByyZvLhriQTgzBJKANEH3ZQUBreKvAxLxKSlhArofVwXwB4INj4HLW8PhVtFXtCUFAZHQ5Nhl2+uzdF+1HF84MoSoOiEPhMfKYXQ7Q0TNE5oCuA0v9uVLJa0rHFnWox1qheaKjn2+OfAZtM0XhD3rgINKYSm0PAtZzUNjVqOPf45cCg4DeqjY+FCajDcyDfD/XJXaF00mKWCPlecvZgkRBBtRQNh9QJLk1XotaIuSVrOQm/E5zvBg9kjeJPzjYKx3GuGLc50vKw+OhZORMbzG69jYa/A0dBkODIhBY5MSIHDIam6Hf/uaGgyHAt7hd/onoiM5z46OgaILd0/5/rym5p7Ze7wYPYIBpzpjY1YZoGuVeojJC4xowcgqx5uBTzzpFVlf+bg/vh5aF00GO6Xu8KNfDNcSA2G+uhYOBScBnv8czS6jSUjXudFg7LP0V+c2Gceiy43m6bBHv8cjXKD+57XKVqXGnf1s39vjvFnH53PDROk8PlMfCR3Pm9U4LOtYxNVObt8c+FoaDI/X7S8zY77p98NVf3x5HfTlA4alJji+UL0Pr8lFKoiDF+iOKi3mArhgCUTGmInws+5vnwB7dTKPr/5DeM/03WiaEguh0sr3V6DT0bNgArPYthunqopEzubGA5XsgI4VNK4XIk/vb0+2KY/3Wop4f156lgkHaf/dhCb6FjHoFLrosF8pP7nXF+4kBqs03FYg9Ay9YAI4SiERv0A9UJTJcd281TY458DByyZcGRCCpyIjOcw7lqOn86fqoM2tKTwB09+zuLgBtODEhBtLxyl77khjBZVHYo3WpOOvpKlJqQJlG77MVwF0yctWjitAGpMT3f84MlgtY0dv5Z/r/JaCJkx1dzeMAHafgzXwmZMOCNwxpQz9TkTtYYRdLaVdpZBfil4VlJX+OCL1+aOHzy1JYPCw6/onbyW48cXXU5ExsORCSlwwJIJe/xzYLt5qk65gb5n1NBQ+Cz73IvaDWvwWdRuXEgNhp9zfbmyp3XRYLZYtU75nBPlFdf2/DxVMzHRGe8zanu49xl7MYg7HherrmQFwNnEcE156XbzVKjwLIZPFDc2nh+Khvz2APqf6TpROT5Yqhjii/4rXmAL4QiWdg3Rncus+aC7CpVo0aoGQv8YbreOQ1ZMiBBadELLIHSFZzFX1hl5oa0pOZ5FGpo6e2lRIQXR6IjGssKtY9mEIQZAqvyzYd84BhYxFX00NFkHozEZTVUdYjoagfTNQpMeSivlsgimKZxGQM0hNe7znYx38nX4vfhaCJk1Bbhl7jrYfLPQxIGzmHKmag2adKbQ+WhoMk87V1syYN+4LO533unLJkgRPGPimWoOUbVBNYei57k7qWd7lBuyssENpNzSGnxuTIhQ4bOscNBe7QY5T9DFKryP7PJilQ3vM78G7xqiLlStYWXsNKwlKq8qxwc7ALRj69bmANCOza4tPDzcsCW6Rw/tx+jMmTMQGxsLvXv3hv79+0NeXh7cunVL95p///vf4b333oMRI0bAc889B15eXrB58+Yu/454w1i/8UWdP7U2PBH2+OcYqjhoCSCOsO/xz4Ha8ES4mBYEv5SOYp7Zz59jieOTFg3sxUQjh0q3y+DRhSQOlRCIYynh4ZBUDegySllS0GULQmuKCSUgjqZAsZyQeqHbl/WHB7NHwI18M5xLDoXa8ETYNy4LtpkLNNoEWXJVTEMvf4mNbH825lXYbp4K+8ZlwdHQZK7luFloggezR0DrYvbePN2kHWnXgByi5jCCpbobc2t+SRxPrOzPbgYQSK9m3u72Zf2hdfEgaFkwjI+m0bZncSQNEwKXMiz8pu1iWhBcSA3mO/7ZT+nj4VKGhScoZCN92L6No3wtC4ZB6+JBrORkxQvMH4fAeXNvNXVT427dq2pwI2P4PioJG42fFkd8N7HirdbFg+DB7BFws9DEdRtHQ5Nh3zj2gPuZUjK4/CXj1DP97FCdyzZzAewblwW14YlwLjkUbuSb4cHsEdC+rL/G98zLBg3S/5qFF0z/24DP1haG6HQCHpOHQ1LV0kGcmMDFqgtJDMCQxSpNIvtKFlPjVDnB08+Zn/2X0lFwMS1Iet6iKhCZegPPW6LHvn7ji7/5DeM/03WiYFAuvKWkX94TSsV2+upVHKiVaJ7vpPqglfMWTnK0N0xQfdDEb283hBY99+jlw7H6dWqy8cHsEXCnxIPrhOyF0BTGzbIC417/k7EX+iMC5GgJKio5EMqdTwnhZTya8XUxDW3PQxkF0Upat7NOYhGY2oTRmI5GIE0S0joofTGV7QROU0CNe3vDBHWvD9bv5O/p93HATCAz/kwRNusSzgpwxvfNHuhsL9DXObfxfaPguRNwjKae6djvlawAOJ8Swj/nqNygpcL4Wf/I1dj3bOvzThddOgOfr+X4Mfg8e4Q6KbFO1fVwP7DQt9Dpc4SiH3t0MZV3YfBzxCbV+9w834nrSkT1xk7fPE1p6Xsj2Xv1lvMsKBj02wPof6brxNaAUGiIJovHUgAAIABJREFUnajRC9GyVZ2KA6fOlPOYdKwez2HP2OkqXeChWhsDJ7QsCY1O6FMx0bw3hRZ5o5quwrPYapk3hdBdVXIY6RNELYc1EP2JAKJRdYeFhajnoJOItmC0mI6+mBakub+/luOnQul8sw5M3ynxgDslHhxQc0itgGq7d+V78DXuTh/NX1sEzTfyzRw204TzpQwLf26hKWd7oDNNO+/yzdUUC1LVhszxLIJnUbdh9JnpqnKDwmdr5e4VnsVchUgL3rFv51RMNHc+y5LPhs5nqh+ztuD+LJ3xkudh9D7z63Blf716Q1L2ey6ZnQ+3BoQ6ALRj69bmANCO7XezcQf0114shbBemySUqThmDWUgR0wSrn65DDabpsH+wMm8xOvXWSM1hWLWSgnpWH3HD55qKeEcF82ovz2eWVkx4eGQVA2Ebl/eTy0mtKEi0JUTHjWxG9RNbNWzeb4T3Cry4l7og+PTYYdPHmwa8ypPkOMoN4VzFNC9qZQUfuD6GqwbNQO+UPyqByyZUBueCI0JEXA5MxBuF3vCgzkuLFW4uhe/gdeNtWNy14ougt6g65LRt8t4SkR6g77Xma0Af9OPQ+mnG5Qb9dW9mGNNaYjGMTedQ02SOsBdTDuIjjgcv+NN2h/2YaB5rVIwgrD5m37s99zrLL+BwdVzHOsVxtatvWf8hgWT5OJ4r3KD0rGapasezHGB28WecDkzEBoTIqA2PJHrNr7wKoJ1o2bAB0rJoD2fF0zwbhrzKuzwyYOD49O57/lWkRcrtFzxAnsvvhsKHUdNVssGDdUzm3tD+/J+Gvh8OCRVWjjYGT/7z7m+zPusnCOwDNFQ10NKB2lx6a+zRvIS1f2Bk2GzaZrGGY+TG9OVyQ2ZekMzubH+OXi6awj819dejhtGUK8TeX/Mg784sYdXIxVHtSUDjocl8WLVm4UmuF/uygDT+3216UYcrVfc6vb6oDULJUIpIU83fu+iFrKtZQWfOF5/u9iTQ+iG2IlwPCzJKoQWdQTWoBxNhP7FiT240VQo9UJvMRVyJ+7B8encC03TgzQNTd3QugkOmReRpoMoiFZgameVEdZgtE0gLUJpJSlN4bQGUON+KZ3vHFhLdvp1mu9HwEwhMyabRdhsAzh3FTobOp7pwy653qIaQOqnpRNJq4SRXyX1TFNX6HtGELbDJw+2mLS+Z5r2f8tZBRi2Ev/U+YzaGWvw+XhYEjTETuTw+Xaxp6rpeb+v6oqv7M/gszgloah6bE1JGHqfcRqp2k07JaGcG+6Xu8LNQhMvAD4elgTVlgxD9cZC5b3K+2Oe4zoB6nXiS98IPtVhVcWBjntcTFPOYVQtJANMRvdnnQZMAoRub5ignzJACL3RNoSmxYQihN43jnWkVHrn8xI5Wk640k0FizIvtEyjYA0mikCRplkpVLQHRK8jvSubBD0H9q7YA6PRGV0fHatJRyOQPp8SwqE01XZczfaHq9n+GjhNATXuNwtNfL9V5KXb6d/T70PATCEz/kyq00DYfD4lhANnmnLGKc/a8ES7oTNNO2OxIPbl2Eo8iwWD+DnBc3dXPysy5Qb1Pa9QprrEssEtJqZr2e03BfaNM4bPlzMDbcPnjQJ8JhMSGk2PuMjexQUq3ZQEPTdQ9RVei3EReIPkOiyoN3D66EvfCMd1wrF1a3MAaMf2u9nwhrFuT4jGpfpw7nCrKg4R+L75IvPPrhs1A7aZC6AmaBKciY+06oMWi8Ueta9kF5Ab06CtMUrjg0bAdComGqotGbDNXACfjJrBx+vFkkRUEyx20UJomoT+ddZIprT4spddZWz4+z28VQKPLiQxXcheZ1ZOuLoX90JfyQrgJXKo5FjjXmpXonXuMBXurHRjWo7NpmmwyzcXDo5Ph7qIBD7ergHRq3rpoQ6OrAqFeUZpXsNRJHKzjoVTCKTb64PZ2LRSMvX0exe2MvztIHbj8HVfdpGuUMYtN5LGabFt2mgX26/XKzcnnysPq5t7s59T2Z/93ConptNQSqUe1/oyIENWzPnDrHDTYu97IxY7ogJAfLjFsV4EzzjWWxeRAAfHp8Mu31zYbJoGn46eDivd1IdahFy2EvNr3Es1yo3TcVFwJSuA+547ViuFXHudWfHmhSR+7BnCZ7F880vWBP7rrJGa5DOFz+hlF+HzG0TT84lybqi2ZMCpmGi+QEW9z22NUezzSn4/Wjpozft8Jj4SaoImwTZzAawbNQOWvfS6zl1fNsS6euPh3OGac1XdnhDHDSOo14ncP+bpPK+iiqPKP5urOM4lh8LVbH91xF7xu2rKxQ55wOOTFps+aKt+V/RBK4tlj09aGITGqQ1MOS7vBy1vD9VA6PMpITYhtL1OXLGQ7Y2hamkPLSekXmhUciC8PxqazOGNmIb+ddZIY3c9LrShSgjPexREKwlSnhQi/uLOaiToQ5w9QJpCaSmYRjiNgBohNe4Ijq3t9OvxNfA18WeIoJnAZnuBs73vjfie6DzaqAOgiWcscUTP5Pcu6kKvQTfDr7NG6lLP+NB7NDSZQ1RUbsh8z+g7/4uTCrrsLd6kznNb8BlLShE+t7w9lBWV4nSEMp3U8YMnOy8oi8Qy77N4TrDpfT5pYe8pKStFTzwqeq5m+8O55FCu3qjyzzZUb+Aica4DQAOAep343Byt89tbVXGQQkJceJCGBAxKVrs0Yi+D0AiabEDoxx/20UFo7Bi4khUgLeumEHqHDyv9pF5fsZyQeqG7q+Qw0nJ0FkSvtZGKRle0rKOFOqNpOpoCaVTqIZRuSgrTgWk6FYnJaQTVuCM8lu306/B78bXEaUwEzU1JYRw2o1KQAmeacqZOZ6MOHCwVNEo7Y0F7V8BzV1LP1pQb1PcsKxtEX/jWsYW8AB7hs6z8/UpWAHf+i/CZT3jZgs/iwpSN5zhr5wWj0l+j8BW/HuNCsB3qDexd+Nwc7bhOOLZubQ4A7dh+NxveMNZWJzPP6/cuOhVHXUQCVPln8xLAd4eXa3yqMwazix6mHDd4lMBOX4kPeq2iADhqMhyxx5QjLz1TfNDty/rDvZlucDkzEOqjY+GAJRO2ji2EdaNmwPKX7IfQqOM4HRcF13L8oHmeMwMiFT1VSHcxlf1uSgITHyI7/vtzNamtQLr2+mAGHNELvXQA/DprJFzP8+FKjv2Bk3VOX2vp1jeGvsHHWVHLsdGjhPuha4ImwYnIeGhKCtOAaM2IOyaIlHFGTYJI8CfaAq6G5UiY2FKg9KMLSWx8GsF0XQBzcKK/kxZNieVS3w5S9x0Dtf8tlkvRQin0fh7z5kVSbT+Gs1IudHpigZSBE9Xe90CTqBITlzj2T2HXsv4a8NyUFAYnIuOhJmgS9zxvVMZ5cXFi/ovsc2wr9Uyd4fsDJ3PlxvU8H/h11khoWzpA9T1Xu6kJf2V82fBzfbsMHl1MVRdXKnrC4w/7QPM8Z7iW4wen46K4dsNe+Lz8Jeam3jqWwd766Fi4nBnIVBfL+mu9z1en6KYjdIqeoyamnlmr9z7v9M2DDR4lfDriDeE8NWvoG/DucLUEsco/G+oiEnTqjaffu0B7wwSorU523DCCep3I+WMeXygzUnHs8MmDfeOy+IIIloz9UjoKmuc5s/HrVb3YAtI3/Ths0vmgBY2QEWzSJR1F2ISeVwMIfTXb3yqExmO0KxBaBuowRfSRkh5HJQcmyPcHTuZKDpqG5m7oMnd4MMeFj7JrHtqw1Et5aDME0ZLzIX1462wq2igdjedPGZTWgWncKaCmO4Jja7vwPRQw405Bsww2U+Dcnf9/nWaD+rKtJJ4RPGvg15e9NPCLj/rOcYF7Ze7c9UxTz6jc2B84mSd4Ubmxlig3ljyDzzTCZ7xXsQafr2b7G8NnxQ+vW5SSTEZYW5SS6bD4ZMReZ/ZzPle8z0sHQPM8Z/ildBQvKcUAwb5xLDFupN7AheIcB4AGAPU68akpjp/DDFUcC4ap56/1SpiAuu3FkjErBatdLhmzUfRpTxKaOqFvF3vyRSAsJmyIncghdE3QJNgfOBn2+Odw5cJXSuqVlhOiF3rZS3ovdFeUHF0B0UtGvK4B0R+4vgYr3dgEz1qDVLQIo2kyGp3RByyZmnQ0BdK14YkcSp+MitOAadR3NCZEaAA1Qmrcz6eE2Nzp1+NrIGBGyHw6LkoDmk9GxXHYTBPO2F+DKecDlkzudKZJZxE6y9LOa91LYfXLZbDS7TX4QADPNBX/LMCzvcqNxS7lvLDyIwKfsWzwK0UntsOHlVTuD5wMNUGTOHxuiJ3ICwdxMZ0vRMmcz0bwuROFy8/sfCCWlNLuhYqevOi6bekAnf6KqjfwWvypKc5xnXBs3docANqx/W42vGE8fpQlAB7X+nIVR+uiwXC72BPOJYfyUi+EO/OVZOH0wdpRewp3dD7oJcyb/PS7ofC41peBXqK80JQS3p+n+qB3DYGnG5TSvzJ3uJRhgROR8RzsrlXSxfZAaPTPogLgRr4ZHs4drmoKqpzY72ZPUvTeHGi5OoWVX/3gyWDp58w32jzPGW4Xe8JP6ePhVEw0HLBkQqV3PldyiGloChxxvJVqOd5TkkU46k5BtNXCr6/7sou4oudArx5PwllpC7YFpHUP1UqaCx+sMdWFo9NiARUtoeJFVMJOHZ86r+e5eI3Lk49YY/pNKI2yBlespsDpqjgWnjVGqZqN74ay99lGkRGCZxzlXeNeyh9mcUHideGhH5OUYup505hXodI7Hw5YMuFUTDT8lD4ebhd7sgWVFS8wuPftIOZ7/jGc3axZ08vQZH+tr1o4uOIFeDh3ONzIN3MFDnU+2wOf1ypJ4/2Bk+FEZDyDvWXu6vlg1xDV+0zKQDXw+d4cBsZrfdn7rZwPRO8zXSSjap7pyrlg/ovqIhmWpp5LDoXbxZ7QumgwV288rvWFlkvpcPzoVMcNI6jXiayBeRxAiSoOPD9tMRXCLt9cqLZkQF1EAjQmRMClDAvcKBgL92a6QcuCYSp0suF67UopIY7bcxUOhdCfq2VtLW8PhfvlrnCryMsqhMYJBSNVgT3ATuaFlik5to4thJ2+qpID09Dohr6cGQjX83w0D3A2vYkCiOaLc5iIxoc44k80ch13BsYaJaQplKZgGq8ruCMgpjvCY9ku+3r6evTn0J8vg81d+X+05sbmaWfl4ZYmnlubYozBsw3/7O1iT7ie5wOXMwO56xlTz6jc2OnL0pYy5YaR79kWfDZSy+DEljX4fKvIC+6Xu3L43LGaLEYhfEaVmETL05nSQatueFyMWjAM7s10gxsFY+FShgUaEyKgLiIBqi0ZsMs3F7aY1Ou1qN7AYz9roANAA6jXiX8fk6grWBVVHA/muKjnrtW9tOCpykmvE+qGD9pm4vEZQeh7M910xYRNSWHQEDsRTkTGw7GwV+BQcBocsGRClX82L5yTlROikgO90PYoOToDHW2B6HeGl+sS0e8pINooFW0Eo1HTIUtHI5DGhDSF0lg8TsE0hdMIqHFviJ2o2U/HRfFd/Dv6ffhaCJlF0EwL0w+HpGoSzgcsmdKUM+o1jKCzUdr5A2XxQUw8i4sQMvDcncUII+UG+p5x8UFWNrjTNw+q/LPhgCUTDgWnwbGwV+BEZDw0xE6EpqQwXeHgvZluvxl87sxEhN3eZ9RgofdZOQd0rO7Fr8m4GCxTb2Dx77+PSXRcJxxbtzYHgHZsv5uNJ6D/9jo8vF0GrefiGUz9hj0Y4Hj76bgoODg+naeOF7uoZWPWfND7xmXByag4uJwZCPfLXTXj9mIpoQ463Sphvw8mHtc9B62LB8Hd6aPhp/TxUBeRAPvGZcFm0zRY617KR+6NIDQtJqz0zoeaoElwNjEcruf5sATxcgYonu4aYpcrF1M2zTem8cK5p1VOTFmwuhe0LhoM98rc4VqOHzTEToTDIak8+Ypp6KUjXoe3nOXwUQaiVxiA6LqIBD7ufrvY03qpD4620jEmg9FGW6C2U4VUov9TdIAa7Lrxaurt7GJRlN1JbxyPRqCFo/1WSs4wVXkuORTqIhKk4HmFDfBM/+3fUiAfTT3v8c+BwyGp0BA7Ea7l+MG9MndoXTSYPch92YsvpLSei+efYVnBptRtvmsIPP38OeZ8nuMC1/N84GxiONQETYJK73xN4aARfEYlz1pFEbJvXBbURSTAT+nj4e700dC6eBD7XCoTEa3n4tnnwGAxipcOEi3P/XJXuJwZCCej4vh5wMj7jOWki13KeRr74Ph0OB0XpWqCVjONQccPnuz3uV0GtX973XHDCOp1InNAnsZxTIvHPlLc9ZvGvArbzAX8M3oyKo5Pa9wq8lKdr3husqEO6gx4ooVj3PkqLhR9rj44tCwYJoXQWEyIztwvvPTFhJ3x5Rp5obFJfqWb6tLGhzqahj4elqRvjy8Yq9VyLBqs+qHX6UG0oZoDlUS0gI8s3FFFR1ccyNagtAxOi4C6u7v42rKf35XfX6Yc0V3/EG4pRYx0Wkiq2hDB8zrVL9m6aLBWt6EUn11MC4LGhAioj46F42FJmtQzwi10F690Y3ADlRvd/fyKhYPYW7E3IIsXDkrh84JhKnj8XL5Q3nIpXXMO6NRClA01Fr1m/zprJNwq8uJTSiej4vi92jZzAWxSdCUfCYWk9D3LHOAA0ADqdWL16CSo8s+Gg+PTpSoO9NojhNKUq27pozrt8XxlxQfdXecrvdczgtDShSEJhH44d7iumPCn9PHQlBQGp+Oi4GRUHBwPS4LDIalQbcnQlRPKvNCikgOnFaiS47cA0W9K1BwIJMVUNHVFizAaNR3ojBbT0QikMSEtQumaoElwKDhNB6cRUCOkxr02PNHmTr8eXwNfk0LmQ8FpUBM0SQebacJ5t98UXcoZnc6o1xChM3U7i2lnXHAQVRtv/kbgmSo3cKJFVG4Y+Z5p2WC1JQMOh6TC8bAkOBkVB6fjoqApKQx+Sh+vKxx8OHe4XfBZPP418NmGjqfTTnhr3udDHmoHw5Y+mvJfuvgk9i+geuPg+HSo8s+G1aOTHNcJx9atzQGgHdvvZsMbxr+dnM8Lvtp+DFcLvt7vC/fLXeFKVgAHPV95FcEHrq/xEXdrPuitYwuh2pLBQdmDOS5MeUFKCY3G7qnzteMHT1a0p4zd3ynxgItpQVAXkQB7A+yD0FhM+IHra7DBowS2m6fCkQkp0JgQwZ3Q7cv6s1TmjoEsPdoYxW54CSSXpkcVdYFGybH+Oa5hQCVHXUQCL52r8CyGtQqMfFfQLxj5od9yZoBfBNG7/aZw7+rZxHBN4rB5vpM69r5BvcHXjTliMtrAqUX/32UP8bIHc3H0WjZ+rRvBFnZZyk1MtYmwwZ7fT0xyi05AnnSm41d4A7KBjO/Od9IkqDDxfCg4TVNehOB5ibLoYOR5phqWd4ezRYe17qVQ4VnMSylxwYEvnizrz9K7RLmBKhmjFD/C3eafp0JbYxQ7xnawVHL7sv7c+dyYEAFHJqTAdvNU2OBRAh9YKRyUwee9AQw+X0wLgjslHqqOp7K/pnTwYfO7hjoeTengh33gwRwXvrBTbcngC2NG3mdUBH3g+hp85VXEF8auZAXA/XJXePx+X35OavsxnBel/u3kfMcNI2gBNAVSoopjlZKC/EIZwT9gyYSjoclwKiaau1+t+qAFAGVv+lGzYEHc7J2B0LSY8HRcFB+b3BuQxd25CKFRXyBLkIoQz5q+YKFyPheVHBWexdypWOWfDdWWDDgyIYWPtOKD3bUcP7hZaIJfSkfBg9kjuFvVEETvGsIf7DqOebNzv+JZfXQxVZuKlkyR2Lu41xmgaw+g7u7+rH4fuxZd6TQQTTsrU0BtP4aza8oxbxVs7RpiDJ4Vt+SD2SPgl9JRcLPQxHUbmK6si0iAIxNSoNqSAVX+2dwxi6lKUbmBSUpbyg0RPtMEP35mqfN5u3kq7A3I4vqF03FRmsLBrsBnOgUhU/FYm4LQHfsG3md0wZ+KiYajocl8Yu0LryL4dPR0WGWg3sD3zAGg2YbXiQ/dmQ5r37gsqYrjep4P3Cnx4ItnHESte87QB60pHkMftKQ0WqZnMQJQ3YbQdDpBKSGjTugbBWP5sXouORTOxEdCfXSsYTnh1rGF3NFOvdBUyYHKHBFKdhdI2qPmwFQ06jlQzYCuaEzJ0mQ0ajo+G/OqJh1NgTRNSItQem9AFuwNyNLAaQTUCKkRVNMdATLdxa/B78XXwtdGyIw/W4TNYsKZAmdMOX9G9Bo06YzpdnQ7478r1Wy8Y6dqo7sLDuJiwzsk9SwqN9D3/JWiCzMqG6yPjoUz8ZFwLjmU36PgYrlmamt5P/umtjoBn+1ZgJIe+9jFoNwzioWkOu/zOnXhCReF75R48GkkUb2xbxybRPrQPcVxnXBs3docANqx/W42vGE8Uf8Oe3i/N4epOIh/uW3JQLg7fTRcSA2G42FJsNtvCnyiuJfffHGW1AeNxWOfjp4Old75cCg4DRoTIuBGvllbSljjblg8JpYSPjnkwQDbmp7Q8vZQuF3sCRdSg6E2PBH2BjAwvqYTEPrT0dN5MeHpuCi4mu0P92a6QduSgao/t8adQfIrWVxhIPXnUiUHwrxdQ+BpRU/o+Ph5ruS4lGHhfsEq/2zYOpZ5gFe9XMbTNTItB9UxUOiDIHqjRwlPHR4cnw7Hw5L4w9/Pub4M+iipaD72upGkTYTiF40rlJZWGagsbEFfa2m3ruyd/VkydYimBIq6OMXCCYTOG9XxfUw73ynxgJ9zfTm0Oh6WBAfHp/P01EZSYiaCZ6N/X9RtLHvpdVilODW3ji2EKv9s7tW9lGHhyo2Oj59nCfddQ/iiCVVuWP28XslicLfGXfWYLxkI92a6wdVsf+583umbB5+Onm43fF7jXgpfeRXB3oAsqA1PhAupwXC72BNa3h7K1Avf9IMnhzzsP/Zr3DWlgzfyzdCYEAGHgtOg0jsfPh09XVNIKnqf33yR6UA+GTUDdvtNgeNhSXAhNRjuTh/NVCDUQ30pnb03bR/Aifp3HDeMoAXQNKFPVRx0YWyjRwlsNk2D3X5TNOcjnQ9a1AXJ/K+kfIwupMggtGFBaGOU2mAug9BCMSEez3URCbyIjDqh1xpAaDy2O6PkoGloquSgBYW7fHNh3ziWKj0W9gpPGJ1LDoVLGRY1VVjmzv2qvKjQWiK6xp0tQiqAR0xFW1MaPcvCvv9Nu7Xrh13QWdKN0NYYpT7QHjWphb0GiWcsGESvJHqef871hUsZFjiXHMoTlcfCXoGaoEmwb5yapkSIRZUbNPXcGeUG3nPI4PNa5VinzudDwWlQF5Ggg8/c+WwEn2t91YVwg+JkGXzmHnixjFT0wAuaLJn3Ga/fu/2mwGbTNN31W1Rv4HvmANBsw+vEcrc02GYugN1+U3QqDl6sWjCWL5xppjdkPmhr96bPIAVpL4SW6jjoghFR5OCkws1CEz9uz6eEQGNCBC8nPDIhReqF3myaxr3Q60gaGlOyopLjWaSh7QHRRqloquigMJpqOsR0NJYYUiC9xVSogdKYlBbhNAJqhNS4IzCmOwXJdKffh6+Fr00hMyabKWzeYtICZywRFFPOVK8hQmfqdpalnZ8leLaVeqbKDUy3Y+oZlRublOksme8ZF8dPxURDY0IEnE8J4fclNwtN6qQWVYYZ3JfY1G4Ix/yzmn4wegaUeZ/pVBIuDN8oGKsrAEb1xm6/KbDNXADL3dIc1wnH1q3NAaAd2+9mowBaU0SGZV+VrNiuZcEwuFlogrOJ4XA4JBW2mAphjXspLFXG3WU+6HcU0PvZmFdhl28uHA1NhnPJoXCryEsFUZIUJD5saBQBmMxGELW6lw5CV/ln24TQOIr/jpIsxWLCmqBJcComGi5nBsIvpaOYD3ZNT3i6pQ88OTASHp+06MoJrSk5Hl1IYhD/exf++7YuHgT3y13hep4PnE8JgROR8XBwfDrs8s2Fr7yK4BNlzBMdg7ZApZg+RPCzxcQ8ovsDJ8ORCSlwMipOTUXnm9lN/xwXNvr4fl+tf2/HQDb6KPr3ZEDaRjLOml/zWe1GZVe2IIGs/Il7vvY6s/eBeL4ev9+X3WzMcWE3G/lmnnY+GRUHRyakwP7AybDTN4+XC1LHsz3gee4w1an7ketr8MmoGfCVVxHs8s2Fg+PT4URkPJxPCYHreT5wv9wVWhcPYv92X/eFp9+7sALNC0lWlRu6ssGTFnaDtaUPPFnTE1oXDYZfSkfB5cxAOBUTzZ3Pn415FVaMZN5yVO/Ygs9V/tk6+Iy/75Mad03SmMLn1sdr5NMPysLTrSIvOJccCkdDk2GXby58NuZV+MD1NXjHwPv8Fyf2nq5RXNSHQ1LhbGI43Cw0QcuCYep5iJajKse4A0CzTQTQ+LlFTQyqOBCiok5iu3kqd8HKfNA8/ba6l1qeKislvF3GzjfKgor4sEHTLRoITb3tOIovg9BCMSFC6DPxkVyjgzoOVBqsGzWDKw06U+QmUxrQMjeq5MA09BYTSxzt8c/hnkWq5aB+aBmIlqaNvunHFkn3OsOTajf+0MdT0UZFruT8b019ZO9kyv9ryGzP5I5VtZQBdMZC3scnLSq8qnZj15ddQ9j7L0lRysAz9TyLuo0DlkzY458Dld75sMWkTT1T5QZ+Pq0pN+wp0MTP5zplkWSzaZpGu1EXkcCdvzr4TJ3PInxG9Y7gf6fwmR7vmmvao+Xs30MsB8bSQaUcGBecxKkl9D6j+327eSrXliC8p+oNPLbxPXMAaLbhdWLJyAzNogT67E9GxXGNEC1VxcmNx+/3Zddj0Qdd7WZcSiiB0J0pIdNBaDK90GkITZ3QSjLyl9JRfPHocmYgXEgN5uWEMi+0qOSQpaFFJYctRYO9sNIWsBRhNE1FG8Fo6oxeLQDpT0dP1wDpTQRKy8A0wmkE1AipKaim+05fdZf9PX4vvha+Nv4sETQjbKYJ5w1CiSCmnKnT2Rp0fkdYSMB/w9/y31FMPVOLAFhOAAAgAElEQVTlhiz1LCo3jHzPZxPD4UJqMFzODOSL4r+UjtJqwui0Q1fgM5l66Kz/XVo6SI91sXSw2k3nfX6ypidfIG6e76QpAUYd1smoON7DQMMLS0ZmOK4Tjq1bmwNAO7bfzYY3jHX/9Ra/EdMlD7f04WPvP+f6QkPsRKjyz4YKz2JY9XKZoQ8anau0lBCTh3dKPBjkXaeUpaEHVgC8HELfn8cL/55Uu6kQesEwuFXkBedTQjQQGnUcsmLCmQo0Weg8Cz4iOo5qSwacjIrjhW4tC4axdKkVpy59uNYAvrvl0HIlSy0orGRqj8fv94Xm+U5wp8QDrmQFQGNCBBwPS4L9gZOh0jufazk+cH3NqqqBgkuxrJCOwSMAwhTiqZhotZEcEyhYBiMmUMgYpBRIi2ACvcwGYEKmzpCVQom7+LUylYcUDKBOQ5ZGo8CZjlcJK9xYLoEr3DhedSommqel8IFVNq775ovah3367ydTqyC8q/AshkrvfNgfOBmOhyVBY0IEXMkKgDslHtA834kpIzaoGou2H8NZWvRuuXSBpP3pBuvO8o+fh5YFw3hx5smoOKi2ZHDtxkeKcmfOsDek8PktZ1W7QeHz+ZQQtuC0YJgKn6vd1GLE+/N08BkBOfe/f8t80a2LBsOdEg8+iUFLB22dg1a9XAYVnsVQ5Z8NDbET4edcX1UHtKWPdBKj7ck6qPuvtxw3jKAtIRRB1SwCqd5VijJXuqkLKDt82Cg29UFfzgyEm4UmTRnZk7XP2S4lVM67RonIZwWhcbLhYloQnImP1Og4cJEJS91WvVwGKzrh1TWCfLKCwlVK6Q96F7GkELUch0NSoTY8kSeP8OFPBNE6RzQ6F79UFrB2DNSnotEVLYPRqOmw47xvpEuy18/8WyxWip5p2bXF1nWF6zUk0Bndzrq0846B7P3+spfqkBUczzLwfCE1mCcna8MTuUMWi8y2jlX9seuUz6SsaLAriyM0ob9Cub/A0kxc7KbajTPxkXAxLYhPXj1r+CydeKAlwUalg2uf05SP3iw0weXMQI33ed84tsiEgYCVbgz2vUsWl+gxje+do4SQbXideGdEpubzgdMbeA/alBTGE5J8gWLBMGhbMlDvg5aEIgzLyMiE3j8MQu8YyH7PTT11C0n0eMbC0CtZAbyc0MgLLSo5aBp6tQI2ZQWForKhq6lZmbLBnlS0DEajM1oE0qKuAxPSn46ergPTFE6LgBohNd23mAoNd/Fr8TUoYKaQWQTNqNQQgTMmnEXgTPUaInS2lXburFLFWppdplQRiwY/ctUWDW6SKDes+Z4vpgXBlawAXpSsuf8QF8I39VSP738gfObTMkblo7IwkuB9blsyEFoWDOOBBZxwaEoK48+GOJVE7xffGZHpuE44tm5tDgDt2H43G3dAn/gzfwjjxV9Xp0B7fbCm+OveTDe4nBnYqfQhlhKie/VEZDxcyrDAvTJ3Nv6+gRX/Pa71ZSnju+XGZWTog612g6db+kghNHVCL39ppgZCzxAgNNVxbB1bCPsDJ0NdRAKcTwmBm4UmeDh3OIN9nyugXKI4oClTnV9XgX0dR00M9m3uDU/W9IS2JQPhwewRcLPQBBfTgqAhdiIcmZACewOyYJu5wO6yOjoOTyEQloJhEnGLqZCnlGROvhv5Zj4mxR8EVrzAHhg3CEAaHwbsgBS8RNCoPFCBFjZ3/FpZmSGWGNoLAzCBpgDnpxuUlPOKFzQ3Fnenj4Yb+Wap0wvTkFtMhTwphSVF9GHV2r+XUbnkNnMB7A3IgiMTUqAhdiJcTAuCm4UmeDB7BNPDrOnJVuOrnPjCTfONaVJPOX4epYqYbwfB08/ZosjDucPhZqEJzqeEQF1EAuwPnAxbxxZqtBsUPs8Q4PPyl2ZqnM9S+LylD/NTo/fdqHz0bjlLZ9f6sn+nDYoWpMwdLmVY4ERkPHfR09JBe6cwLmcGwr2ZbppC1Pb6YN3v1PZkHfztxJ8dN4ygXidy/phn6CxHWEUXwuhEBvVBWy1MxVLCAyOh45i3XXDK6GGDP2jYAaGfrOmp0+tcz/OBn9LHa3QcqDpAx+6no6dzzQEtJ7RHc4DnAmsFhejZlWk59gao/kU6AiuCaE0KSXkQfPwhm3p4ukF5GMRU9LeDWOrwwEjNeZ4mo6kzmi9C2gDSRouR4oKkvWWCst2eRUz6c3WLmLaAMy5mEqezLumsXGeeHBjJrvnfDlLTzpvY+/1kTU94/GEfDaiiaUkZeMaR/YPj0zXlZVS3gX5ya0WDrxOQYa8eBhdEViuL2+goRzUM1W78lD6eO36p9uvJmp72wWcrkw6Guh3h+O445q12Ngilg2JRMPU+0wkm0fuM6g3ZcZzzRweABlCvE28Oz+Kfk23mAtjlmwv7AyfD4ZBU7rGn954YhOCKFtEHrWjirJYSSnpLfjMIjeP5mJCkkEqm0ZnjAvdmurFywnwzLyc08kKjkmOnr6rkqPAslhYU4rFONQ7WtBzdSdKKaVpbMLqzQJqmpCmYlsFp3DcKoLozO34vfT0RMlPQTNPNnQXOtqDzb/nvJNNtYOr5vZHyosEKz2Ku3Njpqyo3rPmer2b7w418M9wp8YB7M93YMW2kA0P4jBMO1PX+W8Nnoe9HWjqI+kWJ97nl7aGaaVj6jFgXkQCHQ1Jhf+Bk2OWbC9vMBfw+8c3hWY7rhGPr1uYA0I7td7PhDePx2lJ+UucP7hIQ1Lp4ENydPtrQvyr6oNG/iunILaZCOGDJhProWF4A1r6sP7sgVTkxjYACoUU4ZQihV6kQmjqhRQgtA2io43hv5ExYN2oGbDZNgyr/bDgW9gqcTQyH63k+8OuskdC2dICu5K3lUjpPbIslb5qCQnwfT1oY9NgxkIG/D/vAo4VD4N5MN67lOBkVB4eC02CPfw73Q68WErVGKgcKNjFNhyOzNLWEKTp8cKSpFE1LeZk7v4FoWzJQHY+kwEIpttIAix88WcFVXQC01wdztygHFxeS4NHFVHaDcSmd7VeyjHfla/B7Hl1IUh/8Fbdme30weyg45s0eDCgAoAVPFAC835cBZ+Vmgno2seAJV7NpkcTWsdr0I47g0zIyGXgW06II6lYTz/Me/xw4FJwGJ6PiuG7j3kw3Bug+ZA84T3cMZA/vqIVRoJzRZxATxS2X0nUlmW1LB8Cvs0bC9TwfOJsYDsfCXoEq/2zYbJoG60bNgPeIdkO2gGMEny+kBqvweZV98Lml7QP1WKkLYP92n7NCRCxCrY+OhQOWTNhiKtSUjsrOO0Ye+rvTR0Pr4kGGC18IxB61r4TjtaWOG0ZQrxO5f8yTAhgjH/Q6cs7Z7TcFqi0ZcDwsCRpiJ2r99KSU8Ml6ZSxz1xB4Uu2mhVSSYjIZoOo0hP6GLUbgeQEnH+5OH80dsUZevy9slBPKUqf4/olpM6M0NDoZcSwWfYzbzVN1RUAyEE1djJhIerRwCLQtHcAWGvHBcKOy2Lilj/zcTmA0Pa/jOV0KpOnCI1l0bG5ZqoPTYtmsDFbb2sXvlZbdKj9bt7gpWdikwJkvbKLT2Qg64zVnSx/2fm4kYGrFC9C2dABzxSoJSeqKtQaesbBsu3kq98TieD46Yu1JPXfm8yeWDX7hVWTo90XH+93po/lkFb9v2ES8vt2Az5pFftH1jsd1tRv7N9jcG56s15cOYm9DQ+xEOB6WBNWWDF4YvEnR69jyPlNwn+sA0ACgXif+7JytK6fc45/Dy1Tx83IhNRiuZAWw+82ZbvBw7nD5NB7qgoxKCRFCC10lnYVU3YLQ3w7i95g4RUfvMR/OHa4rJ5R5oamSAxeaxDQ0HvM0DW2k5fgtQbQtGG2UjrYGpCmUpmAa4bQIqOm+jkBjW7v4vRQwI2SmoJnCZmvA2SjlbAs6/9bgWabboKlnem9BU8+40E2VGzLfs1g2+HDucGh5eyh/duTHMz474kL3PwA+85Ja2v1D4bNR6aDE+/xo4RB4OHc43JvpBreKvOBKVgDXteH9YbUlA/b45+jKq//snO24Tji2bm0OAO3YfjcbB9CHsjTwhY/C3yphCV7qYV0wDK7l+MGpmGiotmTA1rEqDJr/oracjMIgLAHbZi6Ag+PToSF2IlzL8YMHs0ewlLGSRnx80sLgruCGtScJjU7ouogE2DcuC7aYCjlIkykERJC2xr0UvvAqgt1+U+BwSKpaTljmDq2LBrMk5+be7PeUKDkM09BK+rS1KQY6jnmzFO7XfeHJejYW2jzfCe5OHw1Xs/2hKSmM+wh3+03hiZzVLxs3sYsgWjYaT0uuaIoJR2jR00fLYmjBFU+poFd0WX94/CF77zXwYnNvtmpc2Z/dZHw3lP3/fu/CQcaTQx7w5JAHg9VHTWw/5q3f8e9+8OTfwx/0v3dhr/vdUPZzKvuzn7u5t/ahf3UvljZb1l+TSKFuPnwQwJsI9HfhyL0s7YgJM2ujudac3atJQnS33xTuz2xKCoOr2f5wd/po5shdzmDx06/7Mj/uMW+W/lFS+FY/d6JyY68zPN3cmznJFw2Ge2XuvGzwcEgq7PabAl8oHnVx4UamsMGFmy2mQtg3LgvqIhJU57OdyWfqem+5lA6PT1r41MXj9/vCg9kj4FqOHzTEToSD49Nhm7mAl6DKFr1e/xNbgMFFr61jC6HakgGnYqLhWo6f1vv8gydT/9wq4eoSugh3/JAjsQCgXiemDsozhDAyHzSqOCo8izmEqAmapBnVx1LCh3OHs1LCj59niwNb+qiwqi6ATZ5cSucQGh9IugyhG6PgcV0Ag9BVTiqEXsvSkq2LBsPDucPhl9JRfFGK+v3EhwzUH3TVuytLQ1P37vKXZmq0HKIf2hqIpg+Jt4q8dA+JNBWtO58jjFYeGJ9+7wJPqt3Y+fuYt3UgbTQNQ8G0jakYDqo7sducnqGg2WiKxhpwPubNrkXVbuw6hABKBp3x+oN+ZwFGoT/SqKSMgmfR80x1G1hOJvvMGaWeZcoNmY8cNTAiTKReX1y8xmO5ddFgNtWA49bf9GPAgRzP3YHPzS1LOXxuuZSuPZ6/G8r+HTaw1FrbkoH8WKYLSrXhiVATNIkfxxWexVy9YeR9li2+TR3kANAA6nWi3ClHM4GHnnDUwR0Le4X76/EacLvYE+6Xu0LzPGc1MYkTeF/2MiwlbD0Xr/aTWIHQ1pzzXS4mxFJRdLtTHcd6MlmHC05KOaFs0uFsYrhOyYHHvpiGRiUHpqHxHPCeoOWwxw/dWeDZWRgtpqNFIC0mpCmURjAtwmkKqBFSd3Wnr/OBBDIjaKawWUw4i8BZTDk/a+hsD3gWPc9Ut4GpZyyJxHJIWjSIqWe8pxCVG9T3rJu0UsoG+QL3agKfqVYH3e7W4HMnCwdFHZshfFZ6gFrPxRuXDn7ZS52QRe/zPGe4X+7KlTrofa6PjoVjYa9wLSPtC8EJ2XKnHMd1wrF1a3MAaMf2u9m4gmN/nAZmcR80LQBE2Pvx83BvplunxuHfGMqA1YqRM2GDRwlUeudDTdAkOBMfqfpYV7zATvjfu0B7fbC0oEwDdK9k6SG0Ukx4MS1IoxL4REm0iCVqVCXw5ousrGzVy2WwSSknPDg+HeqjY7kXunm+E0uibuoJT3cN0fp3FShizb/Lk6gNExjU/24oGxFd0xPalg6Ah3OHw+1iT7iSFQBnE8OhLiKBt7JTEI3pHHE0lIJPWTpRNlKLyejNpmkcZOwPnMxXu/GG41xyqGalm49ZzR4BzfOcVZCxrD88fr+vCjPWsgfxpxsUqLGpJ3tA/1KB+Zt7s5uSLX0YZMUd/wy/5ste7Ps2KSU1G9jrPlmrPuQ/fr+vCprfHgrN85yZgw/HH0ny5FxyKL/hx9TJ/sDJ/EEfb/Q/Ubx74oi9USqKgmf6vmMqVATPB8enQ11EApxNDIcrWQFwu9iTwbilAxgo/bIXPP1uKCtma5jAk/c2PeTKMcI95LuGMKj7YR9onu/Efc/10bFwcHw67PDJg01jXoVVL5fB0hHaEk/6/0RLPD8ZNUOjrrmYFqQtHKTwWTlGjOBz889TmfLnexd4+iV7cEPv/Jn4SKgJmgSV3vmwwaMEVigLStTvbpf2Z6YbA5zK7yUWIWo0RPfmwN/2xzluGEG9ThQOzrWaBBQXvUQnfaV3PtcAaUoJ8828jKpt6QCWmt+oLLpUObHRawKh0fspTp90GUIf8lDLZip68pH91sWD4OHc4TwJjcWjsocNmRdapuSwx8ErplHxvE1BNLoaN9oA0eKorO4cjp5GfGhcMlB1Na7pqYfR3/RTndF7nbWTL2JC+sdwBqXJ5Itm4oXAaQ6oKaRGUC3uCJERJIs7/X7lNfFncMhMJmzoZE1bYxRTNwkJZ81kDS587hjI3g8BOj9Z05O7YNuWDOTwCX2wsmuRbBRfBp5xoWO1AJ7p58xa6lnmIJcpN2S+ZxlExIJjTD4/nDucAURU6lT0VMvkyHHcFfismepBfyeFz3gcf92XFQiv6gVtSwfwsigsD8bSQdRpVXrn6zocbC0u03urwsG5jusEqNeJ0qFTNF0AtibvUMWBzvDm+U5cA2ezlPDHcHlJtjIlg9d16pjvLoTG1CSqd7jeDXUcRO/GdTuknJB6oY2UHHURCXA0NBlqgiZpCgrxXEALCvF8QLUcMj/0bwWijWC0rMDQCEjLoDSCaRFO445gWITV9uzi99LXpZBZTDZT2GwLONP32Rp0/q3As+h5proNvH8QiwYx9YxFgzVBk+BoaDLURSQYKjd0vmelbFCj+UKNI2o3cKIK1V7KNMOzgs+4WInHMYfPYgk9PYaNSgcVPSOqslClgx0CtiZlsUugdOgUx3XCsXVrcwBox/a72fCG8cTOAGMQc38eg70Ihyp6chWHvYVgZUO0TtaNHiWwwycPDoekQmNCBNzINzPf8ocMOD45MFItBbMGoWkSGosJ3x4Kd0o84Kf08XAiMh4OWDJhm7lA47NFSE7L1GYNZQ9hi13KeTnhNnMBh2vnkkPhRr4ZHsweAe3L+qtKjgMjVR3CrRJpGloDQRQ39KMLSaqW49tBrKV9VS82Kjp7BNwq8oLLmYHQmBABteGJHERvHVvIHdGYxLU2JioCIqNyIRzxpsm6HT6q+6smaJKm8RiTdT+lj+fFEzcKxsLtYk/4pXQU3JvpBr/OGgkP5rgwQL1gGDxaOARaFw2G1sWDoG3JQGhbOgDal/WH9uX9jPdl/aFt6QBoWzIQWhcPgtZFg+HRwiHQsmAYe6if4wK/zhoJ92a6wS+lo9hNfcFYXvjyU/p4niyjzeM1QZO4aw8BEibL6EizrXIxa8B/ofMsnjxHxzPqCA6OT4fa8ERoTIiAy5mBcKvICx7MHgGtiwcxALepJ3Phom7jQhJ3PYsP62Lq+eGtElX7cmAkV260L+sPD2aPgBv5ZjiXHMoXabaZC3jZ4GIXlvqaReDuDAJ3qTd9m7kADlgy4URkPPyUPh7ulHio8FkpHOTJZ2vwGUtPD4yEp5t7w+MP+8DDucPhRr4ZGhMi4HBIKuzwyYONHiWGznlbxadcvVHRky9ytVzJ0nmfKRA/sTPAccMI6nWieEiuVSCDiy60WBP95hs8SngSjpYSnk0M56WE92a6QcuCYcwDioVlmJw85AGPT1pY+v9KFjvXSo4FmxAanbFicvKQBwOLFEIrhTOyIlLqhKcPHTgpQZUcNJlKy6FswcFZQ7WjtAud9X5oCqLpQ6RRYRB9gMTzNk1FP5jjoio6FBitSUajggkLDGWTLsqUC062PK4LYFAalUwIphUtk11qpqtTbO/2qJuIvglBc3t9MIPNqHE6auLTNoaTNl/2UpVOQtKZQ+f5TvBgjosm7UyvSwicrBWRIWyi4Fn0PFPdhj3e8ZkEXOCCEU3ao3JDnJRCeKjrkCCFxrxIjsLnvc66RSQOC5W0aqeO4fvzGAy8kgWtTTHsOofw+Zt+arHosv7QsmAY3JvpxksHzyaG60oHN5um8TFpuriPx6rRuQ4X3IqHOAA0gHqdePVPuZoFd1yARHWL6INGFQeO8D+YPYKp35YO0JYSbu6t9cYiwMJibAFCi/Cq2xBaWfSgo/scYB3zVpPQ6H2nZaOknFDnhSaLUZiGxntVWRp6h4/eDW1Ny2GtqFCWyO0sFDWC0UZAWpaQFrUdIpimTmkKqEVQ3ZldfA0KmN+xApoRNltLOMuAc1ehswierZVCiuDZmm5DdD3j856YesZnPkw9S4NIdDqWlg1uJBMM3w5Sk8/HvHXwmZcbY6noM4LPVKejgc+NUXr4vGMgO8/Q0sGlA9gxq+iybhSM5eoN0ftM1Ww4MYvXlFf/5LhOOLbubQ4A7dh+NxveMNZ/6QqtTTHs5N/8rm4U/eHdcjYeXxfAxuDW9ISWt4fCzUITNCWFwZEJKbDTN89qKSEConeHM8CLxWBHJqRAU1IY3CgYC83znVhCcXNvNh7fFMNuKInj1qqO42vmG3y0cAjcnT4aLmVYoD46FqotGbDdPBU2Esj2Fyc1CS2DbJjwRC/00dBkOBMfyZUcjxYOYaDwy168EE5TUGiQhuYJnrvlXMvxuNaXwbdK5sPu+Ph5KYhGNcce/xzYZi7gvsKPXPUjo9YgKU0/dWXUG8HGoeA0OBqaDLXhiXAyKg4aYifCmfhIaEoK43D6cmYgXM32h2s5fgxS55vhZqEJbhV5we1iT7hd7Al3SjzgTokH3J0+mu/4Z/g1t4q84GahCW7km+F6ng9cy/GDq9n+cDkzkEPmpqQwOBMfCQ2xE+FkVBzUhifC0dBkOBScJn2wt3eU2Si1KIP7VEHwketr3IO7zVzAFQSY/tSB54+fZw9alf3Zwkatr6rbuFtu6BvXpJ6xaBCLL7/sBR2rejHfuKLcOBMfCUdDk7nvGScEZIszmHz+i5O6OLPRowS2m6dCtSUD6qNj4VKGBe5OHw2PFg5hiQcRPhtpN5rfZYqQphiW0t7cGzo+fh6a5zvBjYKx/NyChacfKQtItha4PhvzKuz0zePnlpuFJmh5m523nn43FB7XBbAkreB9bn28hgHKWyXQ2hQD9V+6Om4YQb1OzBg6xer5RVyAwePgA2Ucm5YS7g+cDEdDk6E+OhaaksK4C/R+uSsro8Lisk0qxOr4wVMPoTuRntQUl5HxfYRY3P+3YyCbTFmvnoub5znDvTJ3uFlogqvZ/nA+JYSXE9KHD6rkwIUsW6VwttLQoiIB/bwiiP5ESETTskJ0OCKIlj5Q5pv5KK0hjEZn9Bo2Zs6nWr7spSakvx3E/dE8JY3aDtQuob5DgdMUUHNIjXtjlGZvbYrhu/h39PvwtThgViAzajQ0eqdqNzXdjB5nBElb+qjAeeNz8GS9knJWnM5G0BlH7W/km6WACcGz6Hzdbp6qSTx/IgHP6HmW6TbsXdiQlV7iQjRVbojQ8HRcFJxPCYGr2f5s4ajMnasTOj5+nn0uvuzFjiP09uJxSzQ6YqGo3VMMAnzu+MFTXTxSXO7ty/tBy9tD4X65K3d1NiWFQX10LBwNTYb9gZM1pYNryYL+O8p10Na0B17vZziSbQCgXicKBuXqFt9FHzT1h6OKg36esJSwbekAFWbR8jIswz7mzYqwEUKjg15IUIqfsW5BaOKPRZDVXh+sL7rG8lGhnBC90DIlx5WsALiYFsTvZXEqwigNTd3QqOVYq2g5ZH5oexLR3QHR9qSjjYA0hdIyME3htAipZbsMJMt28TXpzxNBs5hulgHn7qacOwuexcSzzPO8SgHPVLchup7F1DOdnmpKCoOLaUGaRWuq3ND5nteRRSN0uJMCe80xK5aJdhM+03s9OsGAnQ6aY/aYt3rM0jJRZdGobekATU8Q3v+heoP2gsi8zzQkVjDIAaAdW/c2B4B2bL+bDW8YT/1bf+g45i0t4+Jw63YZPLqQxMCWouJonucMN/LNcCY+kpcSWhuRpyALU4q7/abAsbBX4FxyKNwsNDEIvYo9vHQGQrf9GM4uJN/0gydrWWHivTJ3uJwZCKdioqEmaBLs8GGQfKXbaxpdiAjb0HGLXugKz2LY6ZsHNUGTuJLjVpEXNM9zZv7qDQo0VAoKxTQ0BYa6Ep3bZUyV0BjF/NDfu7AL9kYFfiwarAHRZxPD4URkvG58dB0Z9RGb2/FGSKboMBr5lgFpXDmnI1vbzVNhp28eB9PYlHwoOA2OTEiBY2GvQG14IpyIjIeTUXFwKiYaGmInwum4KDgTHwln4iOhMSECGhMi4GxiON/xz/BrTsdFQUPsRDgVEw0no+LgRGQ81IYnwrGwV+DIhBQ4FJzGG8QRNO/0zeMP83RkcS3x5lHgbG2EWabYEPUmWNqE3kxRO3AiMp4nPjl4XjSYgeeNStrzexfoOObNFjOuZLGbMqF0Tap3UVLPvGiwsj883fAcPH6/LzTPc4ZbRV5cuVETNAl2+uZBhWcx9z3LHOl0UWaJ4vT9TNHT1ARNglMx0XA5M5A50hcPYg+J3/SDJzXuTE3TGfi8YyB0rOoFzfOd4GahCc4lh8KxsFdgt98UzXQFLhzZUvwcCk6DM/GRcCPfDM3znLl6o+OoCR5dSOIForLFtkcXU6HjmDec+rf+jhtGUK8Trw/LsTltQX3QqOJY9pJ2MQanAA5YMuFY2CtwKiaaA63bxZ7w66yRaoHZWm2SsuMHT2ivD+buz86O8NsNobFUaoOahG6e78SB1rUcP/4QQr3QVf7ZVhU+FBzak4aW6RLooiEWFcoS0ZhuwnM0PmDiwiEdq8UHzMuZgRxG4zTL/XJXnWqpbekAVbWEQFpMSNM+gB0D1aS0AqZ5L0C1G0tNY3L6B0/b/QBGO+kN4HAZXxshM6aaq5zUZPOOgdoeASHhzIGzonpqWzpAp3pC6Iyj9ddy/OByZqAOKOF4PYLnKv9sfq2iqUYx8YyfH9HzbEu3YZR6pkWXRkquKv9sne/5YloQ94nfL3dVlQkfMu8yL5n6LQ7HYnAAACAASURBVODz3XLu7myvD9bC5wrF4a4Uif46ayTcLvbkC0anYqLhWNgrvESUlg5+RBRbbwreZ1tTTq8Pc7g9AbRltbgAied+Ix/00dBkOBUTDWcTw3Ul2LyUcFl/BqHXKeeWr/uqaUoRQltxyHYVQutgFoXQYppS8cM//d6FnVvQC0+90DaUHKITXkxDV1syNG5o8R4XQxVrOgGi6QQFLmZ1R89hBKNtJaQplKZgWgaoKaTuzi6+pvgz6e9Df09bCednAZ3pe0TfE6oxsQWe1ygFjRs8SqTPbph6ptNS4qQrXaS2ptzQ+Z4r+7Pj4HsXtTdCnFowgM94b/4s4DN1uEvh87eD2HllE7uP6fj4eWhf1l8tHRRK6s8mhsOpmGjeF2TkfV72krqg6SirdWzd3RwA2rH9bjYOoP/PH9QCQMHVysfSCTBCFcfjFS9oSsKqLRl2lYQh0Fr1chl84VXER+XPp4TArSIvVhS2/jkGpY6aOgehD3kwGLzuOWhbMhDuzXTTFK3t8s2FCs9iWP1ymaFuAEfJ33xRBW+Y+twfOBlqwxOhKSkMruf5wP1yVwbf1igFfGIamgB9aXKVpnoupTNn71ETuyhSEK0kovGB6lxyKNRHx8KRCSmwP3AyVHrn85VXWpQnjn5bg6r2AGkKO8QSi8/GvAoVnsXwlXKDs81cAJXe+bDTNw92+ebCbr8pUOWfDXsDsmDfOAar9wdOhgOWTDhgyYRqSwbf8c/wa/aNy4K9AVlQ5Z8Nu/2mwC7fXNjpmweV3vmwzVwAW0wsCVLhWcxvwj8RbsKpG6+zwFn23tDCJnyAx6RPpXc+7A+cDEcmpEB9dCycSw7lgE2TeEbwvNeZfW5+DFc9txKwpvvsKEl6Tep5c294soapcu6Xu8L1PB9oSgqD2vBE2B84mU8D4EIM+p4pfBa1NKtfLoMKz2LY5ZurLeic6QZtSwayh8PK/vDkkEfn4PNREzzdMRCerH8OWhYMg1tFXnA+JYSrfb7wKoJVgl/eVslptSVDW3K64gWu3hDPJaL3ueVKFi9CPPV//uC4YQT1OjH7xRzp4pa18XRxYQZLCXEi4OD4dDgelsRHsa/l+MGdEg94MHsEg9BYZFbRU01UKgma1nPxXfLIihCaJyoRah01MVC5a4haZrZKHelHDyB6oakHsCZokkbJ8YVyTjZKQxu5oWXvqQgRRRAtU3PQtBMtF8KFQvrAiaWF55JDdTAaNR33ytzh11kj4eHc4TwdjUBal5Be+5yakv78Oa37/+u+7LyHcBoB9a4h7IEVQTXCant3/B58DUwy48+o7M9+LgXNFT3Z74fp5rWShLMCnDHl/HDucKZ+KnPneg0ROp9LDuWlguI4PeqfsFyMphhlqg0RPIuLF/Y4xUXXs5h63qBoXKhyoyZoksbXi75n9PVyZc6qXmp56K4hrCyOHKd8YqGb8Ln556ma45RPLFSoBaKPFg6BB7NHwJ0SD7iW48dHpY+HJcH/z967BlVxrm3+X2ZUQN1qlI3EE7JBREA5CAJyFDmKICAgIAiiIAFj+cZk6zZ5tVImZidxdCySOEbLRMfExDIx0dI3lrE0OsZRXw/xUEajljEkGvGER6x/Xf8PT99P3/2s7l4LcdfMWKur+sPegcUC11r99O+57t/1/ZgCOUHGSwf5xr0r3me+6fzyi24ADejXiaLe5ZitrR1eH9jo4IOmKZgdUcWylPZE+jjD6+taTTBaG/xFsn5hPzHWv0yDW+ST3eotwdajQ+HitWZVZKaVEj4TCE3XDVZmxsHWo0PhYuNrl5+5F9pEycGLSX+vCsHVsnDTNDSVk1IamsIWqpaD+6GtQLRZWaGVnuNZJXqdKTvUpLQKp1VArZ4qPDY77b5f/Vnqc1Gf67/y72Gl2TArF7QDzxQaUnUbFBqi1DOVF5ulnq+WheP3qhBjgbGZcsPM97zLz/AelRtFvDxUuy48C/gsSwetCkTZe/TJfwwSnyPa+7P9Q22tt6Sn2CB6ZQBaG/xl6SCt90jBtid2kiyr5z0gdE15XZtKnu0zG0W93QDafXTucANo9/HcHLRg/M+5QnvhtJhLc6M+OhwlFlZrhFe2tcEfl4qicSwtHd9FT8bGkCqsDKjDm0ME3DKD0PO00r/lGoTeHlkiIfS1mmABtT7sgidf93UZQt+9OlWAOC1R+WSVeH63mvxwtSwcp7OScSAhF9siS7FeA1tmhWscwJkpObZFlmJffB5OpI/DpaJoXK8NEgWFShqa3L28NM4sxaq6De9dyHME0Wu0Uh2t0f3PGcNwtSwc5/PicDIjFQcScrErpghbw8sMBQhUqmPmIbUDrnZju3wBRP41XnLBF0Ar2SJoVVAtVmugeq12rguuwbrgGnwyotrhpP9GX/vx8OlYHVSLVZrzrlkbN+QLbLWEhW7c+cih3fi7q9B5kXbzzouaPgutwtbwMuyKKcKBhFyczEjF+bw4XC0LlwVNDxaJpK/02zLwLJPzFp5nB9ezNpXw6GiMY+p5ni+u1wbhUlE0TqSPw774PGyLLDVVbqgbMJQq5sWc67WNogMJuTidlYyrZeG41eSHh2+Kn0kTCw9Op4rPD1fh89d90f6h2Cy6VhMs4fP2yBJ8opWbLh78Eua9aA6fX32xCW8OeQkrA+qwMUQUIh5LSxfJ7AZ/8fzWdMGT7b54dFh33TstXN3gif+c6+FeMEK/TswbWCIX1c4KutQSzjcGOZYSfhk2VSbhDiVlG94v12uDcHvOINxf2E8vNONj/Rrc6miZGbWjG4ACd8qeyxQlseT0/NZHFtI8Xi5uTO4t8DZ4oS8XRzkoOShlSanWj52koQnou5qGdgVEm02uqGO36g0oh9F0E0qajislkQbX/58zhhld//N8RUJ6YT+h7OCFtO95iHQUB9OrGJymclqrglq1pFY9+depxbVUXqtB5ierFNC8vBsev+dhKLJ9sKgP7i/sJxLOmlaDugb+nDHM0DVwpSRS6jUIFnHorAIjdXzebDLHFfDckdSzqm9RU8+UTiXlxq6YIgflBnl6yfd8b4G3gA/Lu+lFcd/6SMfnwxNjjfCZeXnpPapCQFfKQx3g86fd9OLQhf1we84gXK8NMqyPqEdje2QJvgyb6lA6qG6sOfM+v8rg6ryBJe7rBPTrxKRe5aj3FutF/tlPPmjyim8NL8PO0cUSfFHZ9aWiaLnJcbNxqNS7PHq7h56wXNdVH+3nEPrEWEcITXDrWUFo6hLgXllltP/RoXAxgWHmheZKjqXd8WBxb1lUSptaZmlo7oY+mDjBsJmlajmeFkQvsAHR/yoYbZaSNgPTVoD6WZ5WP9Ps+T3L31mFzlbgeUEnwLOq2+Cb0Lzf50x2kmXqmZQb9xZ4iyko2nAm5YaZ7/mHYCN8VlU5Wmno3XtLnh185uECDp9PjHWEz1/01OHzcqHJIe3azcahMmxA/R+0zts/diJ2ji6W99zU/7FcuaaQjnRSLzeAdh+dO9wA2n08NwctGA9V9xM3EV/0RPveIIMP2qyU8N75HKGL2OqNJ6sEPLpRF4hfCsbgcHIWdkQVY/2IaqwIqLOFRwShVwTUYf2IauyIKsahpGycz4vTk5VmENqkmJAXmkm4tdUbT1Z3wcMlPXF7ziC0VIThbE4ifkzMwY6oYnyiPUdnCoK5/ZukkmP53+qxVtMQ7I4plAWFPA39eLnmhv7WR2pEVI+vGYiWfmgqKiQQTWoOzXFIBTuy3b0yFBfyY+WNFuk5+EgQKTroxlYd46XFl3ozawekXVkkEaCmBmveVr1UO9/RwLHZSV/D26upqZoAsyuLZ1eBM6WcVOD+DyUx1sxu2reMKpeaDQJpF/Jj0VIZKvyY83z1YjVy2pJqQwPPsmDQxPPMSzVUf/jjH4IFJPu0Gx4v72ZIPVPR4O6YQmwZVY61w6dj+d/q5et9bn/XFDSfaO/NHxNzhK+9Igy35wzCwyUiof9kq7fp+9OqcNAMPrc2+ON8XhwOJWWbfn7YbWLxz4/DyVn4pWAMbtQF4sEisQn1ZKu3UAydzzEvHWTe5/a9QXjyhYAqh6r7uReM0K8TCwZNNowV0qi6K2nBBayUkBdT0Zg/JeFOZabgQn4sfisfJQqp5gwS8IGKzRQILd8/TwGh6ZomIfS1eh0k/JQkblT2BOgJmTV6K7r0Qjf4Wyo5vh9TINMxdINil4buqFLBCkTzskJSKL3vrxfLuZqGUmE03ZiS2196/TmQ1m5Sb88ZJFPSBKWpfJaKZx+93QOPlnbXAfWybjqkJlDdzM4PbU7+dRpYlnB5GQPMS7sLyEwFt6zclmDznbkDdeCsJZw5cKaUM3UPnMlOcgqd7VKKK7TXAymheLng04JnVdlil3rmRYM7ooqlGsFMuSFTqW/0FRtDKzSwryVS2/cE4NGhcPG+1EDDnWv1BvhM14Wngc9yY16Fz//0ElNicwbhzxnD8Fv5KFzIj8WpzBSZVCM9jllBlJ1aiMNnUgtxvcSCQZPd1wno14ncnuWY3lfvfTHzQdMG5DcRU6Ti5UhKJk5lpuibHRVh+HPGMAG95vkaIPSTVQx2aYn7fyWEpjWYA+TSIDRtYBpA1+Eo3QtNsGtzL7FRoyk52ld01ZUcrKCQp6G5G5oAmKryUbUcfIPLFRCtBjbUwkI7V/SzhtGuwGlXYbXd6crj/it/FzMNiVlBI2k21MCPK+CZbzirug1VxUUbQNz1zFPPhqJBTbkhuyDWahPAm3vpm0Ka7/nR4Sjje5I2JBX4TO9Lfm/8r4LPcsKNNoVWKfB5ni9uNfmJ0sGKMBkyOJWZgiMpmVK5RiEDmnRTvc/UVzO972zk9nQDaPfRucMNoN3Hc3PQgnFfoR/uL+wnbvC/7qvDGitP6h+1uH8uUx+fb+6C+wv74XptkIRIPMFoNz5PCcYVAXXYEDJNQujLxVFGCK06oa0gF8Gkc5kC3H7rgydrBTQgF+75vDgcScmUJWzNWiKUXE10A2Kl5Hh36Cx8NGwGNoZUYXtkCfaPnYiTGam4VBSNazXBuPvKAFGi9aG4MWvfEyDT0BI02iRcOYg2qDkOjhQXzq/76jdemu+Qmt4vF0fhXG6C9B1S6oe8pASjl2k3XzyJx3UUrgBb9abXrizDrvXarFzEWRkIH6dzVp5i99zNQM48JSm2VEtucuhM4Oz7MQXSY3suNwGXi6NEkU6Dv+6xJXD2dV8xmqyBZ6naYODZWUL+bss0PfW8J0C8vj4Umyx3XxmAazXBuFQUjZMZqdg/diK2R5ZgY0gVPho2A+8OtVdukB7nH1riv5mVcB5JycT5vDjdfb60u1h0fuuDxwdH4v65TMOmle3mkDahwOHz5eIoCZ83hEzDCicTFKTx4RMUtHl1vTZI/zwjjY/2/Gz99gdHin8j7fNsX6Gfe8EI/TqxyK/QYYFNCgkzXyqHNrycc6lfg6GYim/gHE7OwqnMFPxSMAa/lY/CjbpA3Jk7UIfQH+rvpSf/MUiHXZ2A0IbPW83tSbDr0eEo8T771kdPyjTrXmg7JQdtBqoFhWoamjz0HS2Vs9oQVEE03bAu1cAjd0KutXBCqjD6YOIEHE7OkgWGp7OSTctmr5aFo6UyFH9Uj5DFsq31AbjZONQIpl8ZgLbX+qNtvo/QeGiAmiD1g8W9hdbjzV4SWDs9ta+l75VwWQPM9xZ4o22+D9pe64+7rwwwgOabjUMlbL5eGySUGpWhuFoWblp2S27Wo6kZOJycJbsIOHQ2c7RyzQaBZ7oOLzIBz1YbqM5eC+rrgPc58NSzWjRIm6h2yg3yPbc3syTqtz5inXM4yvh+ZPCZr9eeFj4/OhSuO9q1olCCz3fmDsSNukD8Vj4KvxSMwanMFBxOzjJsyPOCqKVsM14tV7Xy2tPagAPVRX6F7usE9OtEZvcyVPUR12u+puA+aCq5pI4MWkfRpsf5vDhcKYlES2Wo2Ih8ebD+2qONDw6hv/URaytKW6oQmo/5PwWEtoVdasnZhTzcP5cpXq/MC92+y09cR7iSY7Wm5GAFhaZp6MpQufHF09BmZduqH9oVEM0nB+080WZrbzUZ/a8G0k8De/9veA5qiltNOptpNlS/s9WkqRV4NvM8m5XH0+ay1G5pm8oOqWdeNLhSmyjiyg3tfWjwPf+UhPvnMuV7kZeE/kvej5oexww+P/4hWH8fMvhMwQJa091+ebCAz5WhuFISifN5cTJcQPfV1MHES6dV7/NLfxWfg1V9ZiOzu7uE0H107nADaPfx3By0YNw5XiQ1HyzuLS4o2rh628UCUdSkQBuCSQ9Op8rEYPuKrmib74M/qkc4FIgt03zLziD0Sgahj49Ps4TQcsyfjdKbQeh753OELmTHAJEQXdYNbfN9cL02CBcLY6QTd1NYJVYF1eLdobOkF9pMycEX02/56QWFahr6alm4BJCP3/MwpKEfnhhrKCl0CqKZmqPtYoEoO+FQRHOU8vFTSgBdLIzBmewkHEtLN8DoLaN0XxUlsLhvkhaevJjE7gbY7rRLMnQmrcAftyPPQ71J58CZJ8TeHaonBslbyMtzDiZOwLG0dJzJTpI36TKxqWkDpBOT35yfTjWCZ23xZQueecngibHG1PN7HnID4mpZuEPqmYoG37LZYKn3ni2djW8MasS7Q2dhVVAtNoVVSuf5xcIYXK8NQtt8H6EQ+bSb8MYfjhKbVRbwmat7uB5Hhc/Hx6dJ+OxM30NFpss0LzUvMv2jegTa5vuIG1RtouPB6VS5aeWwmdY6B20XC3St0OoueLC4N1rrA7BzfKh7wQj9OvG2f750zD9NcpBDaII3q4Nq5RTBztHF2BefhyMpmTidlYxfCsagpSLMFkK37/a3hdD8vaXe0NBNjOGzlkEv+XlLI5vUlE6JGc0LbaXk4GkZ+uy1SkMv9XN0Qz9N6lUF0dzhrxYWcof/auaKJhjNk9G8XPZAQi5+TMyRyakT6eNkQpoSVBcLY3C5OEqH0hVhEkxfqwnG9dog3KgLRGt9AFob/HVA/fJgcWqgmmC14Zznq5/Kf6PvuT1nkHwsCZgb/NFaH4AbdYG4XhuEazXBEjS3VIRJ2Hy5OAoXC2Nk4pASzifSx8nk4Y+JORL6qOW3W0bp0JnczqttOgm4JmpeJ8Gz2t3wOtv0sUo980I4hxSqqtzgvmeaRtgxQKZP6fr2LN+HHD637/a3hc8tFWH4pWAMTmcl40hKJvbF52HnaH0abLWSUjODz+rf2G6SY1VQLd72z3dfJ6BfJ9K8pqC0VxOq+hinHbkPmm/mq77xY2npMnl/pSQSv1eFiNegGYRerb0OtbIzCaFZ6lK+HhUIzcf9Owq96LVqVnZG1w6XlBwbPMVkjVpQaJKG/qN6hEMaWnXM222CqSCaelJWBtRh+d/q5RSGnZ7DVRj9fyOQ/j8NnDsCna00GzTNtFxTa5n176jg2W6yiXc+UOqZ+h6sUs9Sg7NG0y65otyg96BJOSjfmOzI+9BUi8MLQrVyaTmNwOHz5l7ic2O1OXy+UReI36tCcKUkUk62HUtLd+j5UCeMufeZ7l2q+sxGaa8mpHlNcV8n3EenDjeAdh/PzUELxs9HjzWOra/ugiff+uDRoXABS1mRntnYuoRKWnLwzxnDcCE/1lLH4QwqrR0+3aDjuFYTjLbX+osbnw2eaN/lh4fH4gTIU0r+aHFI4FYWtP0QLC6STMnxa2mEwQvN09B2flxyQ3MQvXb4dGweWYFdMUU4lJSNM9lJ+LU0AjfqAnF/YT/x3NeKIq323f54dDjKWKLFdCccRFqmoi8X4/7Z8SIJuzdIL8xazQqz5vvIdB5v71UvpNxVulYZC6bFKC/u42PBZjfKTwOIn/Y0W/xZKUK4u3oRW9Tx8fS1igtTvTHibe0yFTbfR78xX82KmPYG4dHRGHETpHgwnf1b37n7uqF06dHhKHHzsqWP0LAs64b7C/vhRl0gfi2NwJnsJBxKysaumCJsHlmBtcOnO4Bnei3zTRXVc97MPOfke/61NMKo3Pi6r9wIorLBu/eWGDaCDCWJFwvw8FicWPxt8BQbQa/1x7WaYIN2Y+3w6U43q6y0GxfyY/HnjGHG5LM2MaHqhPhzu3chT6TqvvUR8JnphD4fPda9YIR+nVg+LMdQdNpZCM0hznoTHQepbKQTmooJ3+4h0jdru8oktGnh2VOM/ZspOUy90CwN/fg9DzxY3Btt83305IzF2Kaq5fhES8/QDYw6laImYe02ATsKo1V/pHpTS+loUnXwMV6C0rtjCrEndpL0SNLNLYHpkxmpMi19LjcB5/PicCE/Fr8UjMHFwhiZnP61NAK/lkbgalm40HpUhElo3VIZit+rQpye9LX0vb+Vj8LVsnD52JRkvlgYg18KxuBCfizO58XhXG6CTDWfzEiVoJmgDvlW98ROwu6YQgmb+bg7qTV4ypnDHdW7+rTQ2ZlqQ/U80/WtWdtk4CWDXLdhpT+4/fJgtM33wYPFvUXRlJp6Vn3PJsqNp9LhmBSDyuTzWq1wUJv+osLBq2XhBhUZ126on1vPCj6vH1GN5cNy3NcJ6NeJRI9SFPRsNIXQZkloXkpoloSmjRBbHYeJE/rxwZESgrVdLDDqOJwAMDP4ZeWFNlNyUBq67WKBIQ1tSGFu93UZRFNJIYExcs9zDRBXc5g5os02x1yF0Woy2gpI8/uCjkDp/5fgtDMFiBlsNlNrmAFnnnTuCHRWN43NHM9ctcF1WtTtQBs9DiWDzsCzVjRI4Jmnnul9Z+Z75sqNp3nvOWwAMe0GhQceHouTEwiq89lWu6EFCaySz1Q6aJZ8NoPPBT0bkejhLqt1H5073ADafTw3By0Y/0dIOo6lpeNycRRuNg4VoGltV5FwPBojbuiVJDQfqzdLQhNccrVQjI/VL/tbvUHH8fPEeDH6P89XJIo3eIrx66MxOiDXVCGm6Usa/edKjn964fbLg9FSEYZzuQmGNPTqoFq872+tK+CuXFXLsSFkGr6JmIK9cfk4lpYutQW35wzCg8W9RWrj024GQHnvfI4A0a1zHEZVLVPRWgkdOUsfHY0RkJ27ET9kcEQZFTcrVKCL69bwMgmkKalH2g66kTZzxpn5l1VFhrMmaWcpabUdW13cqR5q7kzjvjQaQScX6pdhU2Up1/djCmyLceQoMt2Uf6i4aX8Ilv+u8obcJAnG086GTYbWOSL5RaoN2mD4VPhRHyzujdtzBkmdzLG0dOyNy8c3EVOwIWSag27DzG2uamXe95+F1Urq+VxugvA9vzwYj/7pZVRuMBWOOoUg1RYEeI/GiNflBk88fs8Dd+f54o/qEfh5YrxBu7HMRtfDnc9qcancpLJJPjvA59Y5aLtcLJ7bjgF4srYrHi7piZuNQ3G5OArH0tLxP0LS3QtG6NeJD4IzXSrwepokNIfQqo7DFkIzHYcphNY+UzsCwlQlh4MXmqehN3gab2QW9sOduQMNbmja+CMtB5UUbossxeaRFdgYIhLRlJA1m0ZxpuawSsZapWO5osMMRi9zcrPLgTTd8O4crSet9sblS3UHpaUJTB8fn2aA02eyk3A2J1FC6p8nxuN8XpyE1QSsnZ30tfS9P0+Ml3D5bE4izmQnGSDz8fFpEjRTqplUGnvj8mWScOfoYglwOHC2gzhmZV98rJ2ulWYpd7u0s7rBYKZcUad4PgiciXXBNdgYIlyg2yJLZckg6TZoY5W7nu/MHSimeTjo2+DpmHq28D13RLkhQQJBBCv4/Gk3W/isajc4fO5M8tmuSPWD4Ez3dQL6dSKuWwlyu7+Ewp5NKOvdhGkviL8prTfUJDRP49OGP02Y8SS0lY7DDkJTEtPBCe1CCtMZCLNUADAvtGkaWnVDUyJzo5e5lmNxb9xf2E+WobbWB+B6bRB+rwrB1bJwXC6OkiCaq4EOJWU7gGia0uCpaL5xtlor+LYq91Z90WYwuiNAuqP3A/+nALOr9yPOgLMVdOZeZ6sy94+GzZCTSrQxzNPO6rQSgWeu2jidlSzB8+XiKFwtC8fvVSG4XhuE1voAWSZ8f2E/UTJoptvY6CUnDhxcz3apZxP4zO9xOwWfycPOtRva5IEtfLbRbvDk88HECYbkM02xqcln4gUz+83GtBdmo6x3Ewp7NiG3+0uI6+Yuq3UfnTvcANp9PDcHLRjfCxTw8WRGKq6WheP2nEECOFHa+MRYmXTkBV5USnj36lQ8+ClJOmkfLxcJR67j2BZZKnUci5xA6DcGNRp0HD8m5uDnifH4vSoEd+f5iufGFQAX8sSNj5V/1kzJscFTeKHn+eJaTTB+KRiDY2np2BM7CV+F6+qCJUNEgpQK2+zS0FRS+PHw6dgUVomdo4txICEXZ7KTcKUkEn/OGKb7oZtZa/zeIDw8FmcA0Xfuvm4Ae2Z6hrYH78ixIzmqSooOgiTaqBHBaEpG08g4HzMirxyVm3w/pkD65LaMKpcjfDzhpRaacI+c1SLVyu9sdpp5ou1KDqncUB0xp0QfjahtGaV70SgFdjg5S/rQHMY/5wzSk84cOm/upd+Ma4oNqQJg/45mmhXDRgn/dzyfIxLDe4PEIm+DJ9qbdc/znzOG4UpJJM5kJ+FAQi52ji7GprBKfMxKBu1Sz1SsSa9ZUsl8FV6OPbGTcCwtHb8UjBE+83m+QieywdNSuWGqwLlWL+AzU+A8+qcX7s7zxe9VIfh5YrwsAyXthlXymeAzbU6tC67BtshSo3bjtf7iRlRzrj/4KUn8G1h8ZrVdmYKHJ8bKVPajf3rh9pxBuFoWjpMZqfh+TAHeC5zoXjBCv06sCUvDtshSbAqrlMCUL77/PkAHamZAhyD03P56seebQ8x1HC5DaHXzhyA0nzqweB+aQWirjT7D56u22SeLbD7voacyFTe0WRqa0jR0Q0MbfjwNzf3QqhapoyDalVQ090WbwWjyTDoD0pTAopQ0QWlKSu+Ny8e++DwcSMiVcPpQUrYENYsXZgAAIABJREFU1EdSMnE0NQPH0tIlrCZg7eykr6XvPZqaIR/zcHIWDiVlS8h8ICEX++LzJGjeHVMoYTOlmykx6Aw4WxV78RF2tdTLLu3cEfCs6qO455mnnmmDlQO+o6kZlqVvBtczTRtQ0SCl3Y7GGK93FhutrsBnQ3GUNt1lgM9sU91V+Gym3eAFqnP7N1nCZ9qgndtfV5kQNCWgvymsEtsiS7EmLM19nYB+nYjuOhmZXg3I69GIyX9pQnnv2ajpK/6uFNowg/mbwirla3RvXL5h6syZjsOsmNCQhDYrJnxGKgDDxuW9JcZE5rV6kYZmBYWmbmiLNLQsKVzSU1xX5vvgztyBuNXkhxt1gdIPfbUsHJeKog1qDisQreo5zD7fCEQ3s1S0FYy2W+tbAWkzKO0MTHekPPBpT6ufaQaaVdjcUeCsFrNz6ExpZ3I7r9bCMmYbwFyzYQeeSbVxqShadjVcqwnGjbpA3GryE6nn+T6iKHhJT2PJoEXq2cH1zIoG77ZM07U32vuMXxs68z5zCp9pYk2Fz7xw0Il2g08L743Ll2u1TWGVpiEMCvvUe4vPu/LeszH5L03I69GITK8GRHd1l9W6j84dbgDtPp6bgxaM/+4nfLH74vNwJjsJLZWhIm3MgQ7zLlMK2hTo7PbHk41eeLysm4RNZ3MScSAh1+CEtks6/puvXky4niUdz+UmoKUyFHfmDtRL0Lb74tGhcIcSNBWKUdmY1AHs9hcO3eXdcG+BN27UBeJKSSROZabgQEKuLG/7IHAm3lHc0HZp0jcGNeKdoSLZ8YlWsLUndhKOpmbofuj6ALS91l8HKBu98GS7r3BEcxCtqTmcAUynib09AQYYbTZ6RJ45vvt7NicRJzNScTQ1Q16Ed8cUOqQonN2Y0+L1ff9ZcgFL430Era1O+hr6nne1cTRapDkDI2o6gEo4fkzMwdHUDJzMSMXZnESHlM3NxqHWzesEnfcEuJwAs91AINelBp4f/xAsbkg2eskb7rbX+qO1PkB6no+mZmBP7CRsGVWOT0ZUo5m9Tu1S+9z1/M5QcTNNZZoHEnJxKjMFV0oicaMuUDjMlwvfc/tuf117o5WT2m323D+XKdQW231lCeiduQPRUhmKc7kJcjKC9DxvDrH/PODw+ZuIKTiQkIuzOYlyU+rxsm7i77Xb33LDTPrrNR813zC7O88XLZWhOJOdhH3xedgyqhz/7i6XAqBfJ/5nZBJ2xRRha3gZPgutwsfDpxvGD193EexwCP26yUg2d0I7hdDcCa1MIEj/Z8s0lyC06qN1KENrmaZ7BWm0c7e/eI3zz9Zl3fBwSU/cW+BtSEOTBulsTqLc6Ns/diJ2xxRKVQClofnUCS8qNAPRXM3hqrZB9eCbwWiz4iP67DX73FWTWRxK02fwtshSbI8skXD6u+jJElB/P6ZAQmoC1fvi87B/7ETDeSAhV57qf6PvocfYEzsJ348pkID5u+jJEjJvjyyRoPmr8HIDbFaTgVbAmUbV7Qq81KkgDldc+fcyU21w8MwLBtXpHko9b48swe6YQjnZcyJ9HM7mJEqdFE8931vgjYdLehpdz5t7CehAyg3a5KH3l1L+6cz3bLqJzt5fVhNdj/7p5RQ+q87nZ/0Z9fHw6fgstApbw8uwK6YI/zMyyX2dgH6diOxahHGe9cj2akC+BqGn9pmN6X31ycG/M50JTcAQhDYrxOQJfVsntAWE5k5oBwhtk8zsNByzUnJwN7Saht7Sx5iGbtaB2cM3exnS0KTluFYTjJaKMFlUaAaiuZqDT3dsiyzF1vAyqecwc0Xz4kIVRquaDhVGWwFpOyitgmkVTpudHemUcfZY6s/mz8tZqToHznbQeakJdOaFglZu5y2jyrE1vEwGaGjqiKs2rMDzr6URaKkIk+CZPM+Uen74Zi+5odPerKSetZJBQ+qZuZ4tlRvPaJPHbtLAoXCQQlgm8NnO+Ww2scaLpAk+8yLbRYNfwt8H6JOm0/vOxtQ+Aj7n92hEtlcDxnnWI7Jrkfs64T46dbgBtPt4bg5aMP7bgBKsHT5dlnn9PDEe12qCcW+Bt0i/bO4lfap3W6ZJ3YXZSLvB9fqeB+6+MgAtlaESQm8NL5OuVzsITcWEKwLq8MmIapl4PJuTKLQAcwbh0ds9xM7sVm88PhDiXAtAz/PKFJHY3uUnxvWbRfHYrSY/qeQ4nJwlfbqULH1ziPCdWqWhKVlKLenv+wstx6awSuyIKsb+sRNxfHwazufFoaUiDK0N/mib7yMWzwSiWSJaOhWVmzsVaKqFDGqayGF8nMZZNwqtAnlM5eJWa+D+c8YwOebnSvs2d2PyBS2lKzaETMP6EdX4RFvcrguuwVoNXHxsctJ/o6/9ZEQ11muAg1IA6oKMu0mdtT3T+Jl0C74yQC7CpO9yrbb40sb8HcaOLVKWZn5nh2LBPxt1xyxPPBN4XtodbfN90Nrgj5aKMJzPi8Px8WnYP3YidkSJ1PNHw2bgfX8xVqy+Ns1SzwsGiPcVJfXJW04Fmi0VYbjV5Cd0Mc1dxPtjlx8e/JQkXotMxWOruzkQIhZ+awRAvz1nEFoqwnA2J1FORHzC4POrLmh51g6fjq3hZRI+t1SG4u4rA6SWR7rhTZRBpAWRz++HYDzZ3AvtK7vg3gJvXKsJxs8T42V56trh0/FvA9wjc4B+ndg8Jg77x07Ed9GTHRx4ZqPtHLCZjbY/CwgtiwmbjaVoPKFpBslcKUUzvF+tPlP5jQ59pq7pYp2GVtyCasJG9fFTUaEViFYd0a76g61S0VYqIzUd7Upii0Np/rlNN9IEpwlQbw0vwzcRUySoJlhNwNrZSV9L30uPtTW8TAJmgswEWtTrEl2LXE0AmhV1mamoXEk7u+LxftUGPFPBoFmPAU+UWrl1HVLPa7o4XvsOR1le+9T1SYfKBjX4zCcMeOlne7NeOPgs4LOdKuilv5qrglRn8XfRk7F/7ERsHhPnvk5Av06M7DoJiR4zMd5zloTQJQxC87UI6evob7teS+t/EzHFQRNDGyZPA6FlMZoCoe3ctK5AMisvtKEYTVVyaNcPCcucpaHXit+JtByUhr63wFvXcjT4y6JCKxDNHdG8sJDW7lwzpOo5zGD0SiVcQjDaLh1tNw05zwZMmwFqO1jtymn1WOrPVEGzCpvVhLNdynmpspGrXjc5dLbSbJDfmaaKqFiQO56twDMVDLY2+EvwfG+Bt0w9S93GKu3ex0nqWb6ftOuBlXKD3xe5qrlxBT7Txo4BPmue9aeFz2dzEh10abQuW69NqdF1ZZFy30XwuYTB5/Ges5DoMRMju05yXyfcR6cON4B2H8/NQQvGep8pWMa8qoeSsvVSrzf6Cjj6dV8Bec9lmsMdgrsXC3TnqzZ2f2fuQLRUhOFMdhL2j53oEoRu0hLF3Pn6TcQU7B87EaezkoUq5OXBePhmL3GxdKEYzVQbsjdIXFzXdDEoOS4WxuD4+DTp1l0/otrlNLSq5VipKQ42j6yQWo4T6eNwIT/WKYg2lNi5mK413OBxcELJaLrJOxBiTPDR6F+zvtDlJSitDf6W7rkz2Uk4lZmC4+PTZNrix8QcmVKzS6NRIk096b9ZpeQoDUeLr6OpGTg+Pg2nMlMMJRsOrjMt6SVLNmjh1cxGzXji60CIPm5MSWflxtulfw+eUldLJG3A84X8WJxIHyd1G5tHVmBdcA1WMkUM6TZcTT2v195Pe+PycXx8Gi4WxhiVG2vEe6p9b5CpzsKlws9VXfDwzV64/fJgXC0Lx+msZOwfOxHfREwxOOFftSkmVeHz/rETxZRGRZiYhCAdj+aEb7tYYPv5dP9cpoDjX4vPtftv9JWlqYeSsqWvftnf6lHv426tBvTrxNaEKBxJycS++DwJetYraRAOoc0gjxmEphF3NWXoCoS+M3egEUKv62qvxbGB0B0pJ3RQctBnKS8o/JB9jmobe60N/rhWEyw9/D9PjJdTJlYefiqGdQVEmzmFXYGdHHiqQNqsMInfYFvdXJO7kpLSdIPN4TTfWOSQmkA1JaldPel76DEILvONTw6ZCahQspm7T82gCgcqZkVcKnB25nZ2tinAC3TtwLNaoKv2GdC0D22+/lY+CtdqgtHa4K9vvNJ18EOTokF+DeTKjQ6UDVrCZzt9mFb0SfD5ztyBLsFns+kMrghy9rmklqVyTz19Ju2Lz8ORlExsTYhyXyegXydCuuYh3qMWyR4zke45CzndXzKUEs5g1/cFA5qwZEiDA4Q2c5Xz1L50lWveWlIHWEFoXpLWEQj9LMoJTZUcHUlDf95D/C5qSSHTctx9ZQBuvzzYFkSrZYVUskohEtJzWKWincFo/rnJ09EqkLaD0nS6ouojMPwsTlfVfwucwGYr4PyuxXXRGXQ2Szt/P6ZAhmt46S8vF7QFzy8Pxt1XBjjoNgwlg5+K6ecOp54tlBvP6r3kKnyWejQr+KxpKFvrAwxdHTSdZtbVocLnJUMaZAH3S38Vn2u8dDCn+0tI95yFZI+ZiPeoRUjXPPd1wn106nADaPfx3By0YKz2LsPiwSJtvCFkGr6LnoyjqRm4VBSN1gZ/PFjcW4zifOuDR4fCbROGd/5s1CH0jgF4sk4fv/+tfJSEUK5CaCoeo/H7reFl2Befh1OZKfi1NAI3G4fiwaI+Aj5s7oX2PQFiBF95jmaqgLtXp+rlhNt9pZLj/sJ+aG3wx6+lETiTnYQfE3PwXfRkfBk21TQNrXp21ZLCxVrK4wOm5fguejIOJk7AyYxU/FIwBi2VoTqIfruH7oje6o323f4idcvTfE78wpYwmgEUWgDTyJKhnZuPAa5iLjpq5jZZ9JKP7rfyUfi1NAKXi6NwsTBGFkNRIRSVQZ3KTMHJjFRZCqWe9N9OZaYYyqrO5SbIgqqLhTG4XByFX0sj8Fv5KOk1M1ts8UZneZPCx8t4mzONbGoLLH7D7Qw6OxsxfnA6VaTRd/uLRZLmeH70dg8dPFeG4peCMTiZkYqDiRPwXfRkqdv4IHAm3tUSp1Ylg+QnN0s9fxk2Fd9FT8aPiTk4k52EX0sj0Nrgj/sL+0nlxpPtvnrZ4NWppmobh+mHE2PFzdPmXmKqYFEf3Gwcil9LI3AqMwX74vOwNbxManiokLQj8Pl0VjJ+Kx+la3jWsbLUiwWGQlLT0sFD4WJBvVpMPbQ2+ONSUTSOpmbgu+jJ2BAyDSsC6rB48Euo9i5zLxihXyd2pIXhdFayQ8kX+fCW/61ejiTSwtwV2EMlX+RZVSE0lVOZQegbdYE6hF7aXaR3CEJv9zWmNk3AmbOiNIdyQjW1SWVp2s2PhGdmaejFvR38+1apG9JyfBVejk1hldK9bwai1bJCDkI7ontQYbSzdLQrZUpmN+DL2U24CqjphpxA9WoGrJ2d/OtXMbisAmaCJWZqKBWY2LlN7VLOZtC5o1oUtSxysQ14Xq/pC74KL5e6DafpUQJ3i3ubp55Z0aC8FpLb02Qjx+X3kNlGDp8moA3xdZpXfWl3CZ9v1AVawuevwh3hM/fTd+TziNK5S/1Erwd5itWS1NNZydiRFua+TkC/TgzrNgGjPaYh3qMWKR51SPecJUsJCULT+p46X3gpIX3ucwhtq46xg9B8I0VLb3KAJpObBM+eYWrTQcnRgTT04x+CxfpwxwCxRuQlhSwNLbUcFmtyAtFqYORsTqIhMEKeaEpF25WvmsHo1SYbeVafr86gNAfTqsbDDFKr56svWp9W36M+NtdncNDsDDZbXe/U69xqC+jsrNyXin1pqpMCN2dzEh0CN3bgWd4LLe1uTD3zksGt3uIasNsfj38I7ljq+SmUGy5PE3CvOi/31NZf7bv8DEEAZ/DZSo3G4TNdV3jpIHXW0P0LwWcqHUz3nIUUjzrEe9RitMc0DOs2wX2dcB+dOtwA2n08NwctGMteKMerL4okQnPgTHwWWoXdMYU4Pj4NV0oicavJDw+X9JTOZTvHKkFoWUC23VdC6NtzBtlCaLNiQoLQizSlxcfDp0uv8on0cbhcHIXW+gDcX9hPLDo/74H2XX54dDTGspyQ4JksJ7yQJ5Kou/2FcuBDUfh2Z+5A/F4Vggv5sTiWlm6ahl7kBALypMebQ3Qtx/oR1fgqvBy7YoqMIJoS0a/1F2WFBFR4ydaJsY7OYReAqOGC7qTAwbSp22wkkKcxFvfWF8LzfHFn7kDcnjMIt5r80Nrgj9b6ANyoC8SfM4bhem0QrtUE44/qEfijegR+rwpxOOm/XasJxvXaIPw5Yxhu1AWitT4ArQ3+uNXkh9tzBuHO3IG4O89XLqweLO5t3NU3Gykza3B2oahGvSGxBf6Kk/vhibHGUiXtBvvhkp7C8awlnjl43hVThK/CRdKUdBu0+UGbNnabH4u08WE19XwsLR0X8mPxe1UI7swdKF5rH2rKjd3++vtH86rzTRzTssGjMWLh93kPtK/oKjZx6gNwuTgKJ9LHSV/1x8On433/WfL9bgafeeGgGXy+PWeQDp+3++pFpAp8NnPUk5P64ZKeuNXkhyslkTg+Pg27YwrxWWgVmgNnYsmQBrz6YhPKXih3LxihXye+zxFJ8ZMZqTiUlI09sZOwPbJEFujxUhb6XHQ1cUgQmmCEq0noloowCdPuL+ynQ+i1GnjY7uvU1d4RL7TlZIldGtrCu8+1HFdKImVJIWk5KIHjCoh+S0ufUzL3aQrvnAFps3S06sB0pXBJhdN0w0437XTjTjfv6rlCA8gEkdVzGQMfBD/U7gECIK4Wac2zAc5WKWdX/rZ2xZCUNF88WHdwOwPPlBgl3QaVDPJ+g1tNftb9BjapZ7vJH1d9z067Krb7iuewlsHnhf3kpg1NBLmSfCZI0BH4TFqgRdrfnJfkfRk2FdsjS7AndhIOJWXjZEYqLuTH4vucYe7rBPTrREC3LER4TEWMRzXGesxAikcdMr0aJIQu692EaS+Ivz3vTqG/twqhrfzlFwtjbCG0fF3ThqSrEJolOK0gdEe80A4JTlfS0LT+dlHL4QxE87JCCoacz4vD2ZxE6YnmqWiaWuSpaBVGc42RqjCymixxBUrTZ7IKpxcpkNoMVnf0VB+L/xwOmc2uXc42V9XJH1VJpeqozKAzpZ1Js0FpZ/I7n81JxPm8OBnE4eWCHQLPdroNuj9yIfXsbIKgo+8bw72qWuppB5+1DUyHwkET+HyxMMa2l4PDZ7V0cLZ2/zLthdko663D50yvBqR41GGsxwzEeFQjwmMqArplua8T7qNThxtAu4/n5qAFY1Hvcsz2EcUgb/k14KNhM/Bl2FTsiZ2EkxmpQnfBoE/7ngDTsXwDhCYwRRB6bVfpgnUGoa0SkW8MasS7Q2dhdVAtNo+swPdjCnAsLR0XC2NwvTYIbfN9RHHOp91EKvJQOO6dzxE3TVZeaEptXy7Gg5+ShD5gqzeerOuKx+954N4Cb7TWB5imodcOn44VAXV4y0/XINiVv5GWww5Ek5rjt/JRuFEXiLuvDMCDxb3FYnpNFzEWxZN9WiraykPsDEZblTpQQlq9yD/+IViH0rQopnTGp93EQma11uC9Uuw8P17WDY/f88Cjpd3x6O0eeLikJx6+2QsPFvcW56I+8rz/Rl/D/6avefhmLwGV3+4hFk/veYgF1Apxo9r+oVaYsbareB60i68tpiRspjFMfvNBCWebUhpXwb4BTFHamSe7Phfe8sfLu+HB4t64+8oA3KgLxG/lo6Rqww48d+R19pY2OrzWKvVcHyCKBt/zEIu1rd5CY/NTkpggYEDXzPd8549a3DufI1LFOwaICYJl3dA23wfXa4NwsTAGx9LS8f2YAmweWYHVQbV4V1PY2E08OIXPb/fQC0gJPmvFiGbwWep29gQYNsOuloXjZEYq9sROwpdhU/HRsBl4y68Bfx8g/r5Fvd0AGtCvE/sK/fBraQTO58XhRPo4/JiYg90xhdgWWYpNYZVYF1yDD7SEyFt+DU4LvzoLoWnT7rfyUfhzxjDcnjNIFBO+LTZB5OclAbWDIw1JTrPPTGcQ2hSm8YJCNQ1NbujPezj49nlJIWkFLhbG4FxuAk5lphjKX1UQzR3RzYEzsVzzE1MZnit6js7AaDMg7QxKW40um93s8xt+uul3dvKv54+jQgyr0W872GwGnDsDnV3RbFD547tDZ2E5Kxck1YYKnnm57qnMFJzLTZCQjqun7i3wduw5+LyHQ8+BYQKIaQo6smljNglEHnV6r8gyz2995PWxfYVYL95b4I3bcwbhzxnD8Fv5KLk5+yzhs1np4Ft+IpH7QeBMrAuuwaawSmyLLMXumEL8mJiDE+njcD4vDr+WRmBfoZ/7OgH9OjHEIw2hnqUGCD3Osx6ZXg3I00oJy3vPRk1f8fenUkIOoT8InIm1w6djY0gVtowqN4XQ/PVtgNDMCe2wucKKCalM0wChaUJGgdDPIsnpUhpaC4E8+CnJfM1toeVwBqINZYXalOKVkkgHPQeloo+kZBpS0VYw2q7rxZnuaIUJlHalqNzqc179vDc7zb7e6jpjVYCuwuYVJrBZ1UzZddfYQWdKOx9JyXTQC5Jm40pJpGH6U5YLOgHPTnUb/F7ppyQ9nONC6vmZTg5w+MymBui+lPzpZs5nA3x+rb8pfD6Xm2AKn7eMEj0na4dPxwcKfKbSwXpv8TlW3luUDub1aESmVjrI4XOoZymGeKS5rxPuo1OHG0C7j+fmoAVjQa9y1HuLm6F/DBSe2NVBtdgyqhz74vNwOivZ6Fzd3Eu4YU+nOpT+GcYsr9XrgMoJhFbH8q0KyV7Xnt+qoFpsCqvErpgiHEnJxPm8OPxRPQJ3XxkgnuParnjyrY9eTqjBclXJIW+Obr4iCsrOZQpo/h+DRJqzWfPYzhkk09DHx6dhX3wetkWWYmNIlWkRnJWWg/sFlwzREzbrmZrjQEIujo9Pw88T4/FraYQo3JozSHedfqgtGr7uK5QRB0JM030EVuyS0U/jrZMXf21kkNx1tFBu3+UngOR2X7EgIEj9RU+x0NnoJXbbN3iK3+PTbgKAqif9N/rajV7i+7/oqcPlrd7i5+wYIHbstYUTucpoZIzD5o76yuySzvLG2iTV9fhAiPhbfN1XFCl9yIqU5gzC9dog/FoagZ8nxuP4+DQcSMiVqo31LFFKnmcr77iq2+AFmBtDqrAtshT74vNwfHyaTD3fnjMID98Uqownn/cQDuXDUbh/LlP8bbSNJfW9Qsluqa85ECIWrWuFouXuKwPwR/UInM+Lw5GUTOyKKcKmsEqsCqrFO0Nn4fWB5vCZks+qbscWPtMGkwaf6XWuliI+OJ0qFqibexmc9KezkrEvPg9bRpVjtfb8/jGwEbO1925BLzeABvTrxP8qexHXaoJxpSQS53ITcHx8Gg4mTsDumEJ8EzEFn4WKxTqNKdKGiR2E5lDOVQhNI/CHkrJxOitZQmgqJry3wFv4bJd3E5tSG710D+iBEFHwena8S+WEVl7oDqehuWd/ta40stNynMtNkH7og4kTHEA0OaLXBddgdVAtPtBu6t/3FzfupOdwJRVtBqNdBdKuQGmzMidnjk2zMWhnJ/8+O6eoVdmVK7C5I8DZCjrbpZ2XDBHg433/WVgRUIcPAmdidVAt1gXXSMezCp4PJk6QnudzuQnOdRsrxEaxbd+Bk9TzU/meaaPm7HgBD+gaudVbvE9XC2jwcElPAZ+1wkGCz6ezknEoKVsqgDoCn60+ezh85gGBZg2CfhZahW8ipmB3TCEOJk7A8fFpOJebgCslkbhWE4z/Vfai+zoB/Tox0CMZw72KEOZZhiiPKsR61CDRYybGedYj2wRCUynh35n2pFMQWikmlNcBFULvCZBagQc/JRl1a8r0m7o2pLVgR8Gag1LAZo3tkpZDBdFa4MMBRGtlhTcbh6K1PkB2uZAnmvQcpMo7lZliSEXbwWhePM7T0Vbl42pK2k6RZDfRok62qOdSE4isnupjWU3gOFNGmXUaqMCZUs68MN0ZdKa0M20ons+Lk5oN8jvLbpv6AAGetXJBU/C8oqsjeHZVt+Ek9dzRaQG+pqLrhek9qBKKun8uU0zNUHknbc5w+LzaBD6/PLhT8Jn0ctQl8NJfHeFztgafEz1mItajBlEeVQjzLMNwryIM9Eh2XyfcR6cON4B2H8/NwQH0jH56GuH1gSJp/DFLIJ7NSURLZSjuzvMV0GpLHzz+IVjAXQ1CcwBkGNG3gdBnspNwICEX30RMwbrgGllMZgapGrSF6j8GNmKpXwM+CJyJjSFV2Dm6GD8m5uBcbgJaKsIEXFvSUyQftvRB+94g3Qttkerkz7ftYoHw2VJB4VrHNPTZnEQcTs7C7phC6eZtNtFyqL+DWnRD3lMChuQZpJKbo6kZOJuTiMvFUfi9KgQ3G4cKPcebvYypaF66pflOJYxWbh75724HWA070eqCmRYFtGjW0hu0cH5wOlVPcRyNwaPDUQJUHxwpYDUB671BTk8Cyo8PhIiF0aFw8XhHY+Tu/IPTqXKhRLv0crFENxMmCyb+mrX7e5g2MWs3DhI6cY/ljgGGtPPDN3uh7bX+uNk4FL9XheBycRTO5iTiaGqGLHXjPl3yjL1uUejGwa2q22hmrvHdMYU4nJyFszmJjqnntV1l0eDDE2NFkp4pa+ymBeT7Y0sfUTa4pCduzxmEloownMtNwI+JOdg5uhgbQ6rwQeBMLNWmBOb2b3IA6LS5RIWj64Jr8E3EFBxIyMWZ7CSn8Jk/X/le1uDz/bPjxVTDFuGJvzvPFy2VoTibkyg3vz4ePh3vanCcUg0z+rkBNB10nfjftS/gZuNQ/FE9Qr5+j6Wl40BCLnbFFGFreBk2hlTJccV3NE/5s4LQq4NqDRB6T+wkHEnJdCgmvNXkh7b5PuIzcpmWgNvgKROej38IdixUY7DBVcDmchqa+/XpJslkPPTuKwMMWg4zEE1qjt0xhYaywo0hVfhiaSTnAAAgAElEQVRkRDU+VvQcaiqawKxVaV5Hkr1WsNUKShN85XCaA2oOqa3KoVw51cfgj89/Lj2Xpg7AZlf+Ds482tzt/A+TtDPXbHysjWxvDKkylAuS45kSzyp4Nug2XhlgriVQC9rU3gMXUs9ON2gYRHAo7vwhWJ8Q2OAp3g/LtGvlfB/cavJzKBw8kpKJPbGTDPBZLYbqDHxezK6hH2vwc2t4GXbFFOFAQi6OpaXL9dgf1SNws3Eo/nftC+7rBPTrhK9HAgK98k0h9HjPWcj2akA+g9BUSkgb6Ny9/TQQ+kZdoBFC00SMmoTeMUBXsCkQ2qBgc8EL/TRKDpfS0KTloOuIBtykloP7oW0S0Q8W9cG9Bd5SjUdaPOmJNklFn8tNkKloOxi9J3YSdscUylLx7ZElBiDNE9Kk7LCC0nb+/mYTSO1Mx2R1qt/L4TKdVr0EdrCZPM6UcObAmVLO30VPxu6YQkOZuhV0PpOdhHO5CaZpZ+53vtXkJ1WE9xZ4i3JBu8Qz9zyTboM2ZLTrAOk2OpN6firlhslErkFTQ/CZFJG0IaMWDr7dwwCfb9QFPhV8VrtNCD7P6KfD53wNPo/3nGUKnwO98uHrkeC+TriPTh1uAO0+npuDKzim9xUfqAR53xjUiPf9Z0kYdDBxAs7lJuCP6hGi9O/DLnjydV+RMD6XKV2xLkNorZiwpSIMZ3MScSAhF9siS/HJiGqsCKgzHdOn5zen/2zZnr0yoA7rR1RjW2QpDiTk4nRWsrGccGUXRy80e66qF5oKy+5enSrS0IfCHdLQd+YOxLWaYFwsjMHJjFQcSMjFztHFsqSQtBwEDwm62IFonryhsU/uHCTvqTpyTt5TCVk0V7QBRlMympJMLjqNrVLShgU07VTTgoHg9LV6CajvtkwTi2oNVLddLhaL/IsFAlrTeT5HP9n/T18rv/fKFNy9OlU+9p0/asXPI8jMFkccNNNz7+jv6zAKRklH8lcSdCa3s3Yzzf2VfISY/JXcocv1BZQctQPPdPNMmxik26CSwZ2ji3EgIRcnM1JxsTAG12qChetZTT0fChep56tTTUs7Db5n7ksn3/NKY9ng6axk+V5eP6IaKwPqZFs0edJnmMDnNwY1YkVAHT5h7+WzOYn65MXS7q7DZ+253j+XKRLaX/dF+4fief5RPQLnchNwMHGC3PR6319oQQiOz+g3G9P7uhUcdNB14mhjD91VXhmKS0XROJOdhKOpGdg/diK+i56Mr8LLJYSmhTtB6Hkv6sV4nYXQ5AbdF58nPxtpJP5aTbDcqHuwuLdQDdDUyJY+jpt1nfBCu5KGlmlPSutQSSFpOT7Uwdu9Bd64+8oA3Gwc6jKI3jm6GN9ETMHmkRX4LLRKeqK5nuN9/1mG0kJKRdvBaDu3sRWINYPSKpjmcFYF1Cqo7sxp9rj856rPyex5u/o7OnNlq9CZp53f0ZJ3qmZj/YhqfBZahc0jK/BNxBTsHO06eL7ZOBR3Xxmg6zaWiQkcg26DAJymInDoP3Ax9dxh3zPfpN3SR04HPX7PQ0wEaBu112qCpfKHrpn74vMMbs7Owuc5/fX112IGPgk+fxUuptL2j52Io6kZOJOdhEtF0Xpp9Gv9cbSxh/s6Af064eMRiyHdsxHolY8RnsUGCJ2sQOiSv4hSwhlsLUBTXLwA0hmENi3Z1CC0LKjlxYT8PUDJf5MeEL4Jw4Hb0yQ97YCbYX1pBaK5lkODbwY/tB2Ipp6WRX1wf2E/tL3W30HP4SwVbQajDydn4cfEHBxIyMW++DyZjjYD0qTsUFPSHEqrYJrgNAFqXja7SjkJFrtyqt+rlt2uZZBZBc1msJmnm7+JmGIKnCnlvC8+DwcScvFjYg4OJ2dZQme7tLODZuO1/ri/sJ8Az9R/YweeueeZNmG4bsMKPCsTo8/8vaBsyFDAybSfiKYBaC2lFA7ef6OvAT6rpc/O4DMv1qbpZmISM/qJ0sESBT4nK/B5hGcxAr3yMaR7Nnw8Yt3XCffRqcMNoN3Hc3PwEsKZGnThC8FFWiLxkxHV2B5Zgh8Tc3A+Lw6tDf54sLi3WMx93RePD47sOIRexyC0lkg8mDgB2yNLsH5EtaUTmpLa5Kx+c4iemtwaXoa9cfk4kT4Ol4qicaMuUKQ9yQu93Vc8V1JymHih5fi+WRqa3NDLuuH+wn642TgULRVhOJ8XJ0sKScuxKqhW6hO4lsMVEL148EuG0XMaASVPNI2AUiq6tcHfPPHHYYvqdOSuO5NEsF1CWk0Gc/83h9Nyca0tsOXigpLUdN58xfrkX6d9Lz0WPTb9LBUyP83v4ZD45u4xM8cr3USbJLhaG/xl2pkrC3bFFEllAR8d5qDOGXimtBBpXFYF1UrdBpUMns+LQ0tFGG42DsX9hf3Ea0NzPZulni3fC7fn68qNgyPF+1fzPd9b4I0bdYG4VBSNE+njsDcuXyp1lv+tHm8OeUk6lSlZbOV8Xq99zhxMnCAnLiR8XvcU8PngSLE4XdUFDxb3RmuDP87nxeHHxBxsjyzBJyOqsVz7nOELy+l9xfNzlxCKg64Tx17tIr3lrfUBaKkIw8XCGJzOSsaRlEyZ5KdkorqAf1oI/bq2Occh9Ho2KUI6jpMZqTifF4crJZFiHLvBH3fn+YoU3D+9xMYLFVKxckIrLzSBNzvoxnUDZgWvhsIcntwhLceWPuKmcI2u5XAFRFNZ4aGkbOwfOxHfjynAd9GTsS2y1OCJJj2HVSraCka7UrbXWShtB6jNzpdsTle+39lz6ChsdqWc0Qw6W6WduWaD/M7bIkvxXfRkfD+mAPvHTsShpGxZLugKeJa6jTWaimZLH0fdBm3CUBGbRfGuFVzgMMF0I4b5ng1lg1pRVHuzUFM9WNQHd+f5orXBH39Uj8CVkkicz4uTpafkfN48sgLrR1Qb4PObQ4Tz/FnA54+GzTA45/fF5+FISiZOZyXjYmGMKIquD5D9HMde7eK+TkC/TvTzGI2B3cdjqNcECaFHeVZgtMc0xHvUSgid0/0l5PdoRGkvHUI3+VhD6HXBNU8FoeU1QJsAaP+QQWj+fuBTAKQdsCkn5NOEnQFvllOGTrQcpp0sJmoOtTD80ds9HArDeVm4moq2gtGns5JxMiMVx8en4WhqhiEdbQakd8UU4bvoydgRZQ6lt4zSwTSH02aAms5PlJOAsd2pfg9/PBUwc8hMoJknmzls3hElYPOumCJT4MxTzkdTM3B8fBpOZqTidFayJXS2Sjurmo0Hi3uLfhy1eN1MtWHSifM0uo2Opp6tJsgsfc9s7WSAz6SiofWTBp/bP1Qmyub5PhV8XhdcYwmfm3x0+FzaS8DnnO4vSfgc71GL0R7TMMqzQsLnoV4TMLD7ePTzGO2+TriPTh1uAO0+npuDFozV3mUG+EIQmpysK7SU8Y6oYhxOzsLl4ijcbByKh2/2Em61rd4dg9BUTLhO98b+XhUiR/d3RBUbdByvvqg7lTmEbvLR1QPv+wtlyOaRFdgdU4ijqRm4kB+re6GXdhcXY6YcsPJCW6ahD0eJxMEXQu/x6G2RCLxRF2jQcnw/pgBbw8skhCEtx98HWPuh6cZoNluA81HEVRp04Q5UKuI6nxenp6K5A5Vg9KfdrD2PNotsMyeyM5hrBnZVUM1PAsZ2p9n3qY/d0efkkvOalV2Y+lyp6GKZ0VlJaWe6eabCJBobXj+iGquCah1Gu3i5oNnrg8AzuRLfGTpL3ixvDS/D92MKDLqNG3WBaHutv1BXrOqCJ1/0FJMA5Hq2ST2rvmeDkmaNSHeT7/lCfiyOpmZgd0whNo+swMfDp+N9f11FY/fe5dqNHVG6Suf3qhDd576OFQ52BD5v9caT1WJq4WbjUFwujsLh5CzsiCrGem3Sgjvn1c+/au8y94IR+nXi+L//F5FSXNQHd+YOxI26QLRUhEk3q/o6J52M+jrvLIReEVDn8Hm4J3YSDiVl40T6OPw8MV7fnKsPwJ25A/UU3EqWAqVyQjsvtKLkcAbgHNLQWgLUYQOLazmotZ2Pj2p+aCoqVEH0xcIY/DwxHqezknF8fBoOJ2fhQEKu9ESTnsMqFb1Cg9HvaDCaJ6OpvPDvLgJpZ1DaDu52BFJ35nzan++K51oFzuSzfl1JOr+luUiXaSPgVmln0myQ3/lAQi4OJ2fh+Pg0nM5Kxs8T43GxMMYBPFPBoMHzzK//3/pY6zZoQ1op4HWWem7//9ZZKzfMfM+8bHCtKBCmtNqduQPRWh8gN21/nhiPE+njcCgp26DdoOvnimcAn9V1FmnQ1HUWueZbKsJwoy4Qd+YOxINFffD4PQ8c//f/4r5OQL9OvOARDl+vZAzunoGhXhMwzKvAFEKnaxC6sGcTyno3YdoL+sb0s4LQpKHhOg4Jodd2NW7K0HvDrqRaAXEd9UI7A9EOE4XaNCEH0QYtB/dDm6k5CERTOXiz5onWSsFJz2FIRWuuaEpFm8Hoi4UxsrzwbE6iIR2tAmlKSO8fOxH74vOwJ3aSA5QmlzQH0xxOE6AmSM1BNcHqjp78++kx6WfQzyTIrIJmSjZz2LwndhL2xedh/9iJMuGsAmeecj6bkyjLBC8WxphCZ0Paec4gx7QzaTbe8xB+52aljF0Bz4aeHOZ5Jt2GA3hW0v9WPTnOwLMz37Nh44X5nnnZoNxwodc4bd6vZfCZaTdIZ/Ys4fPMfrMx7YXZKOvdhMKeTcjp/hLSLeDzMK8CDPWagMHdM+DrlYwXPMLd1wn30anDDaDdx3Nz0IKxoX8p/s3XOH5OC8FXXxQp45UBddgQMg07RxfjRPo4XCmJxK0mPwGh13QRhX8HRwpA5AxCX8gTEHrHAJGkfM8Dd+f5yvKyw8lZ+CZiitRxOEtR0gg/AbnPQoUX+lBSNs7mJOK38lG41eSHB4t7S/1A+y4/p95bszQ0lcs92e6LJxs8hYJgcW+p5bhUFI1TmSn4MTEHu2KKsGVUOdZqKVe1xEBNRJulXPkYOuk5qBiH3IT7x07E8fFpOJuTKMZDK8IkjJbJaJvGe4c2cLWIRUsi8wUIX4Q8DZz+V55myWx6zgbYrHr3lAWPoV2Zj8w3i3FhSjoTdG6pCMOlomiczUnE8fFp2D92onTjUkEbaTb4uHBHXgt0s7wyoA5rh0/HllHl2BVThB8Tc3AqMwWXiqKlbuPB4t4CuG3wFOl/razSWerZ1IdOyo1m8Xq/1eSH38pH4WxOIg4lZWPn6GJ8FlolN1xIoeNseoG0G99ETMHh5Cy9THSer/BUf9oNT3YMEPD5Qp5T+HzvfI6Az9/64MkaAZ9vNfnhSkkkTqSPw87RxdgQMg0rtc+VV9mEBdcQ/ZtvExr6l7oXjGAAeqmxSPPO3IFys4UcrRxCbwqrlAt6ahB/FhD6HQahKam4PbIE348pwI+JOQ6fhVTCZlpOaOGFfholh6WGQFX3MC2HnKTgnzF8lJSBaO6I/r0qBFfLwnGpKBrn8+JwJjsJJ9LH4UhKptRzfD+mADtHF8tUNJUWkitahdHvDjWWFy4a/JIs9nMGpJ8GSncUEHf27EgK2ww2OwPOVJi4aPBLhjLBd02gM7mdeangtshS7BxdjO/HFEjNxpGUTJxIH4cz2Uk4nxeHS0XRuFoWboBrlHh2AM/rHK/1BNdMdRtK6tkOLrik3LDyPZuVDWolnOo19MfEHHw/pkBCgg0h0yR8fucZwee3/PQy6HXBNdgUVmmAz+SYp01+uaGlFUIfX9rNfZ2Afp3o4zES/b0SMaD7OAOEDvUsNUDoFI86pHvOQl6PRksIbZZOdxVCXymJlBs0Bh3H2z2EnqBZS4hSEee3PoY1cUe80GabNa4mQZ1qOVzxQyuJaAOIppToBk/xmbDaUc/BU9FmrmgrGE3OaEpHE5A+nZVsANJc2WEGpcklzcE0h9MEqAlSE6jmsFo9t4aXydPqa+gx6DHpZ9DPJMisgmZKNquwmSs1OHA+nZUsgTOlnMnpbAWdzdzODmlnrtlYrX3mb/DU0/0m4FktZ7f1PDvRbTxt8t8h9e/M98zvxWjDfoOnmBxr1l7Hb/cwaDdow/5KSeRTw+d/DGy0hM95PRqR7jkLKR51Bvgc6llqgM8Duo9Df69E9PEY6b5OuI9OHW4A7T6em4MWjPMGluD1gY4OVA6hlwxpQLNW+rcndhJOZqTi19IIAaGX9JQQWo7IW0Dou22LdQh9NEZcUDZ44vGybmh7rT+u1QTjQn6sQcfhikeWygnf8hPPc0PINGyLLMX+sRNxKjMFV0oijUqOdV2FA5fSoC3TnKehb76Cuy3TRIr7aIwYfaOSwmXdcP+NvrjV5IeWylD8UjAGJ9LH4UBCLrZHlmBTWKX0Q7sKoknPoY6KcgDzyYhqfBk2VaYAOYC5WBiD38pHyWKuu/N8ZRJQlhGZNYOrPjwzKG3hWqbFuJkOwyy5/DSnWYKafqZB/WHmplZgs4NXzKxRmZWF3X+jL+7O85UFSb+Vj8LFwhjDDTOltb4Mm4pPWFrrHUWzQSWVPO3sDDyT53lTWCW2R5bgQEIuTqSPE+msylDcavLD/Tf6itc4lQzuCRD+8/M5HXqdU+r/yX8MkuoZUm5cKYnEqcwU7B87EdsiS7EhZBqaA2fiLVY26Kq/nbQbF/Jjca0mGG2v9RfPf4OneI+Su/1avSGRagafHx0K1+Hzkp641eSHX0sjcDIjFXtiJ2FjSBWaA2diyZAGS/g8t7+AnfMGlrgXjGAA+r+LlG57s9FvzovCaFx+T+wkfBMxRUJoahLvCITmeiIqCuMQevnf6g06DoLQBxMn4FhaOs5kJxk+Aw0bcnw6xEpVREoO7XOuozoCw42WWlLIpivkZped01BTc9xf2E+CaCrV+a18FC4XR8niKNJz8FQ0Ly3cMkpXdHAY/QGD0eSMfquDQNoKSjvzL7sCqTtzOlN6WBUl8nJEV4AzpZzf99eh8wcm0HlTWCW2jCo3lArytDPXbFzIj8Xl4ij8Vj5KlqwReL6/sJ9RtWHluFU3mblug22yuJp6VrUz8jprptxQfM+qqur2y4MN19Iz2Uk4lpaOg4kTJHzm2o3lWnKf4DMVnHJtVUfhM/VubAqrxDcRU+RExcmMVEPBKe/daG8Wnx/H/3sv93UC+nXiL91GwNsr1gCh/+Y1UULoCI+piPGoxliPGUjxqEOmV0OHIbSVE/pQUjaOj0/DmewkXMiPlRCa6zjuv9FXbES+5yE26AlCO1sHcy+0hZLDDM49bRraqvxbdqrYgWjuiN4xQKyJtvQRvyPzRD9ZZZKK5q5oTdFxZ+5A6YturQ/AnzOG4VpNsHRGXy0LN6SjVSDNlR1qSppDadJ3qHCaADVBagLVdBIk5ud30ZPlafbf+ffTY9LPoJ/JITNpNFTYzNPNXKmhAmeecr5aFi6dztdqgoVeoz5Aep0JOrfN9zG6ndW0M9dsbPQS/75b+oh/7x0DHBzPduBZXg+ekW5DTT2brolMdDOmvmf1vozg80otDLSkp7w3I+0GwecL+bE4k52E4+PTpLLMFeezM/ic6dWAFI86jPWYgRiPakR4TJXw+W9eEw3w2dsrFn/pNsJ9nXAfnTrcANp9PDcHLRgXDy3Au0Nn4R8DGzGnv54yJghNiUWC0FtGlWNvXD5OZabgalk4br88uOMQ+s9GtF0s0AvNNgp3Vdt8H/w5YxjO5SbgUFI2dkQVY2NIFT4InImlLsAt1Qv9VXg59sROwrG0dKOS4+0e0of7+IdgkQy9XCwuwBZpaAm7/mxE25UpuH92vF5S+EVPPFkt0oH3FniLoi7ND30kJVP6ocn7q4JoutARiLbyRFuVc61lpTkcRhOIobHEP6pHoLU+ALfnDELbfB+xm25W0MLGEtv3Bklth9niRS7KzcoAmb9ZupuZv1n1OPNT/Rr+/QaPtEX5IZUemi3SHx8IQfveIOM4l0mRxYPFvcVN8pxBaK0PwB/VI+Q4F90oc+hMJWxrmdvZqhxJ1Wxw8Ez/zip4/ixU9zwfScmUnufWBn/cW+AtlBWrhW5DlgyeHS/SO66+ti8Xi6T/D8HSe/7o7R4G5caxtHTsiZ2Er8LLHXzPzjaJlvo14ANtM2tHlJhUOJebgD9nDEPbfB+xObLRSxaHtl0sEDdeHYTPt18ejKtl4TiVmYK9cfnYMqpcwmeaqODwud5bfIb8Y2CjcHIPLXAvGMEA9CrtJpa8rUu7S+3M9dogWRhGEHp3TGGnILT62UcQmgMJdSNuW2QpdsUU4UBCLo6mZuB0VrIESFROaOqF/qKnruRgpWwOSg42gupqGtpSy6Fqflwp1+EgWrvZaq0PwLWaYAc9B6WiqbSQu6K3R5aYwui1WsnTR8NmOKSjzYA0KTusoLQKpjmcNisKtPM8P+1pV3BIz4mDZjvY/MYgc+CsppzJ6bzWAjpvjywxuJ2pVJDSzqpm41pNsLhuE0RzFTxrEM1Ut+VEt+Es9Sxf01bKDdpU+dZHvL9MfM9UNkgbWKezknE0NQMHEnKxK6YI2yJLHTZyOSAwg8/q50dH4fPumEKDU/7X0gi5gXVvgbcOn9d1xZMtfXB8lY/7OgH9OtGj6zC84BllgNBDumdbQuhxnvUSQk/+y9ND6F0xRdgXn+cAoUnHxCcG6P0jIfRqFsbg7x+mqzG8h7iSQ3kfPStQ5+DHNfFDuwSi9waJ9yGlR6mw0CoVzVzRBkWHBYzm6WgzIH2pKFoqO8yg9KnMFAOYPpaWboDTBKg5pKaTwDABa1dP/n388QguE2DmkJmnmk9mpMpkswqbSalxqSjaFDgbUs7OoPObvRzczqZpZyoWpBT/bn/9vs0V8Kx6nhXP+bPcWDGsg7hyg2/Kq75nWg9RKGg1g8/KxjxNiNGmPIfP++LzsCum6Knh8+S/6PB5nGe9JXwe0j3bAJ9f8IxCj67D3NcJ99Gpww2g3cdzc9CC8b8Nm4BVQbV4xwJC87H5t/wa8PHw6fgq3BFCP3q7h0sQ+v6jFQYI/fBYnLjIfN4D7Su64v7CfgYdx3fRk7EprFI+RxrvVyE0PU/uhV4VVItNYZX4LnqyQclxs3EoHi7pKS7m5MZ1MSVKxWymWo6NYiyT/NCt9QG4UhKJszmJOJKSiT2xk7AtslQmoleyZOwCFwElT0VzhyHdTKkL8+/HFOBAQi6OpGTiVGYKfp4Yj0tF0fitfJR+YztnkNGTp412yYUO3diyBY70iB2OMi5wzo4Xi5zzOWKhc7FAB9VXp8pFD513/qi1PPnX0fcSWG67WIB7F/JEkvlcJu6fHW9cgB+O0v146gKcwM5qNorI/GEEnK/VBOO38lG4VBSNnyfG41RmCo6kZOJAQq5hNJgWMgTZzJy3lPxztsFA7sN3WBHlprBKbIssxZ7YSTiSkomzOYm4UhKJ1voA6Xlu/1DTCpjpNrTCTZfT/ZrrvP1DAXNvNg41KDf4e5L7ns00OVRqSpoc/p7k2o37C/sJmPJ5D7Tv9sfDY3EG+MzT9Hbw+dHbPRzg81fh5fh4+HS85ddg0PmYwWd6jv9t2AT3ghGshPDToeJGgMrDVoq/9b0F3rjV5IdrNcESQtP0By/c/FdAaJoGIXcrQaTvoidjX3yeHKGnckIqbb37ygDdC81L2riS43CUKGi7kOfgyHU1DW2qKrAqOHXW8q7eeGmpn7b5PgZP9O9VITIVTaWF3BV9MHGCVHQQjP4mYgq2jBKajo0hwhm9LrjGkI5eGVDnAKRJ2UGFhmZQmoNpgtNmgFoF1fyc7eP8NPs+9bE5YCbIzEGzFWx+c4iu1FCB80ol5bwuuAbrR1RjY0gVvgybii2jyvFNxBQDdN4Xn4eDiRMMbmcqFaS0M0Ez8jtT4ZQhvUngzAI8U3rTrnjYFd2GbepZew3fu5AnRqY1cGBQbqzRN3Xvv9FXFJlqJb1UNkgKn33xefguerLcvCKXvDpF9CzhMy96pqkigs/XaoJxq8lPwOe3e4i/O5WZ7hiAY58OdV8noF8nuncNQB/PCEsIPdyryAChEz1mYpxnPbI7CKH5WnfzyAq5+UgQ+lhaOk5nJcvPfrOiTkttjY0X2hUlR2ehnS2I5qELV0C0tg42gGiu5+CpaNUVvcwaRnNn9K0mP0M6WgXSv5WPwtWycFwpiZRQ+peCMQYofS43QYJpFU5zQE2Qms6jqRmG80hKpuWpfi1/HHpsAswqZCbQfC43wQCbSadxuTgKV0oicbUsXCg1FODMU86ySFBzOltC52XdzN3OPO3MiwUJPJvdl9mBZ6bbcAaen3YzxSXlhp3v2YmejPdk0DXldFayLGsm+LwtshSbR1YY7tk6Ap+zNfic6DHTAJ+HexVZwuc+nhHo3jXAfZ1wH5063ADafTw3By0Y14Sl4cuwqfho2Aws9ROqCw5oOIReMKAJ7w6dJSH0vvg8SwhtV0woIXTrHLRdLhae2T0BAno1d0HbfB9crw3CLwVjcCwt3bTgbJ5JwRkHXq9raUtVyXEyIxWXiqLR2uCP+wv7icTlp93EcyZw5yQN7QDuLuQJkL43SICwDZ5ob9aSmHMG4VpNMC4XR+FMdpJMRJOaY+3w6WgOnCkLdbiiwU7PwTUNNJ6+WIHRHw+fLj2TBGb2xuXLdDQH0lfLwh1GfO8t8HaE0qtMSi4ITtPYFy2EfgjG4wMhYkF0KFwuih4djcHDY3HiPDHW+tS+hr7n0eEosTg5OFI87g/BcmFtGDfkKQ9aWK9yhM3crUoj7eRWJeBMKee9cfnyxph8qh8r0HnxYONYsArVzDQbXLFCRWvN2s0VqTYo8XwmOwmXi6NwrSYYt+cMEpsozdoI6bc+omDzWJyAZspGikup5wMh4u/3aTc8Xt4N9xf2Q2uDPy4VReNkRqqDcmOpXwNeH2i9IdTkI343s6LQY2np+KVgDK7XBqFtvo/4Pb7oifY9AcLPfrlYlCTawGdZOGgBn/fF50n4/O7QWU4/20fiG0cAACAASURBVJb6NeCjYTPwZdhUrAlLcy8YoV8n/vOLUAGWdgwQNz9ru6J9RVc8XNITbfN9JIS+UhKJnyfG41ha+jOH0PR5N+9Faz/oZ6FiEmTnaOFxpXLCc7kJwgtNI9ncC60qObb7CnXNoXABobXkm8GXa5GGdqblcMkPbQWiKQGkuA/5jZhZKvpSUbRMA53MSJWKDg6jqbyQnNGbR1ZgU1ilJZCmhPTyv9U7QOm3LMA0h9MqoP67Aqr5Oc+F0+z7+ONywMwhsxlofsvPETYvZwlnK+C8KawSm0dWSKczlQmq0PlYWjpOZqTKlOalomjztDMHZaq71iyxaaENsPI8u6rbME090+uWkms/JQnlxp4AHRqYFfWS77kyFJeKonEuN0GWDe6Ny8fO0WKSiD4vzNJp89j19VnD52Np6fh5YjyulERK+Nw230dca1d0FWuJL3riyY4BePxDMP7zi1D3dQL6dcKzix/+4hGKPp4R6OsVDW+vWPh6JWNg9/EGCB3mWYYIj6mI9ahxGUKrxYQEoTeETDNAaL7GpSmYKyWRaKkIw/XaILQ2+MtNHZoCdCgntPNC03tLnShwAvFcBXj8fWdbmm0Dokkx9+CnJLGG5oEMVc9hlopWFR0Eo0nTwZzRlI42A9I36gKlskNCac0jTUlpDqZJ4XEhP9YAqAlSE6jmsJqAtasn/z56LHps+lkEmAky81QzuZslbK4MlbCZlBo84cyBM6WcudOZ9BoO0JkUG1ZpZ67ZYIGgh8fi9NcpBYGcgGe70vmned3abp7wCTBtzWPre1bLBtl06p25A9Ha4I/rtUFoqQiT2g2Cz3TvxuHzhpBppvDZqnDQDD7HetQgwmMqwjzLDPB5YPfx8PVKhrdXLPp6RaOPZwT+4hEKzy5+7uuE++jU4QbQ7uO5OWjBuDl2DHbHFGJTWCU+0DyuVinB2T6z8cagRgmTCEKfzko21XEYILSWwjRA6HtLBIS+MgUPfkoSF54tfWQS+kZdIC4VReNE+jiZZHRl5J/7ZknJQaVtu2MKcSQlExcLY3CtJlhXcqzqgiebe4k0NLmhr051CvEIpN+9OlV4c8kPvdVbgLxl3fBgUR8DiD6bk4ijqRmysIvGTAnOqCV1s21Appqg5QnBt/xEeeFKbVSdbrj42CIt1o+mZuBkRirO5iRaeifvzB2otzDzMgx1PIwvmjZ6iYXTFz3FYmJLH7GA2uotzm99rE/6mq/7iu/b3Es8zuc9xOPyxbLFGOGDxb1lyzcVq5j5U8/mJOJkRqocWadFC6Wc6YZ4VVAtVgbU4X1/MZLOE1lWCXZ144DSnFynQjfF3Ou9Ny4fR1MzcDYn0QCeHyzqI6DZp93wZKu39DzL16wGbp1untBr9nCUuCHZ3AtPVnWRyo1rNcG4WBiDIymZ2B1TKEs16f3HveyuKnH2xuXjRPo4XCqKxo26QD35vKUP2vcGiQ2gK1PE78Ded7IU9PZ8U/jMtRuns5IN8Pl9fzE5wRPaZtMdHwTOxKawSrHhFTvGvWCEfp04/E2s+GzbGyQA0xc9ZbKRQ+g/qkfIqQ8+Tk9lnJ2B0GabNuqmG58AccWN3/Zafz0JR0WtpOTY5eeo5DBJQ3fEnWvpQiSNgSseRCrh0W7KDHoOrYiHUtH0WUc3Z1zRQTCaygv3j50ondE8HW0FpEnZYQWl3/ef5QCmOZwmQE2QmoNqDqxdPdXvpcdczAAzh8wqaCZ3sxlsJqWGFXDmKWdyOpNeg4qpCDqTYoOgGF1jZdpZK0zjmg0Jx6g0zVVfLeljbDzPrrrM1dSzg3Jjl5+u3FjLlBuLe6Pttf4udSdYTRSp/Qkd+Zywg89U5kzaHpou+qN6hCN8XqPprbb7Cmf80Rgc/ibWfZ2Afp3w+K+D0bNbsAFC/9Ur3hJCR3lUPTWEVoMWm0dWGIIWBxMnSBXT+bw4uaa1nfzj5YTkhd4xwOF95lDarWoMOlHcZnXNUAvczEA0VxrwrhNLPYcZjKY1thmM1tbX5IyW6WgLIE3KDlegdEtlqCEx/WtphAFQE6QmUE2wWj0JHPPT7OvoMegx6WcQYDZA5oow+RydwmZSalgBZ0o5a05nef9kBZ1po1GBzpaaDdbdY1DGWIBnfl3ozIaJbeqZ62PU0nd1nbNjgKPvudn5pOrl4iiZfD6amoGDiRMMwSGCz2bBoY7C5yiPKkv4/FeveAN87tktGB7/dbD7OuE+OnW4AbT7eG4OWjD+x/gQHE3NwK6YInwWWmXwpKolXfXe+ji9CqFNndBbvSWEvtsyzRpCazDswelUkbLTktAPFvVBa4M/fi2NMJSeUTmhXemZquR4d+gsfDRsBj4LFe7Zw8lZOJebIJUcDmnoH4JFEtOJxkCCMdUPfThKXEw398KTNV0MIPp6bRCulETiXG4CjqWlY//Yidg5utih6d3uxktVOXBFhzquvkhzVlJ5V3PgTKzW3KkEpLdFluK76MnYEztJFrpQSpqaxS8XRwmfmZbU+nPGMIe2Zj5OJnf3tcXWo396iQXXMpGwbV/RVT9XdtFP9v8/Xi4g/uP3PGQC49HbPWQKw8xRR+3dtMhtqQzF1bJwOZZ+NidRppupmGJP7CR8Fz0Z2yJLJXD+RCs+atZ2yt/RnM6LLMaA7f5drMAZeWw3hEzDllEiubl/7EQcS0vHudwEXCmJlAVIEjyv0TZL9gSIzRLF80zvMWf6mIcnxor3m5J6JuXGudwEHE7Owo6oYnwWWoWPhs3Au0OdKzd4KSiVDfJS0F9LI/D/s3fu4TWdefvfrZDsBHVMEyQIIuQgkRAJkojI0TEhicQpGoc61Xgp1VYZr1bbqWFUNaM1WoZqVatTpYx6VTMEaTAOr6ryQ9WprbNgOvfvj7W+z37W2mvt7CQyxPu9r2td13TPzpY8e+/1rPV57ue+fx7XCrdmNxDO5zs72+PW4XjDRR8ZPlNB4p1dHZSLVIPMZyP4/F9NJtrl20/U5duvCR6OrZEDURyfhC97BfEFI2zzxJ7NCSKrWEDoD5QdL3cWqqVi073xywQ/nM8LFIVixfFJ+KZb3zIhtN7ZWB4IPVtabKNzm+yK2xaZYZcLLTLx5UiOV5QYqHvLVACxvoFtGzZFcshuaB3cK0+cgSnck7amii3VZu6g9Q2UhTijOCF14e3atCa4MtkXv0zww8X8ABHRQTD6eL9ocT6kcqii2FThjt4eNcAOSFN+9EchQ7EmeLiA0pQjTU7pt9uOEmCaIjwWqoCXALUMqV+VYDUdL5fjkH9Ofj2CyzJgJsi8WALNb7cdJZzNlN9MsHlNsC1SY0NYjh1w3h41QLici2JTRTkVzZ/H+0UL6EwRGxfzA5QM0Mm+IttZ43aWY7BWe9gKpoxcmbTF2iAaoDzg2TA2RloksXM9U1bn1pbK77fKXfksLlK6A+TIDepQ0Oc9b4vM0LjTaM6lRd7ZFYDP8k6JsuDzN936ojg+SRSXns8LxC8T/HB9ureSFbxQnXM/qGODz2q29p7NvFMGsM0TbjV94OHqXyaE9vfoj3YeAxHqPqRCEFqOnluiQuiV6uL9Zx0HY3MnZfGRSmkPp8Rp4udEH4pZOaE+fs4okkP63mlKuu+zG7qsokK7wm0ZRKsRB3I8h50rWp8VLUd06J3Ry6XMaMkdbQakb77QWIHS073NofS4VhowfTE/ABfzAwSgNoLUdPyYGyqOszlhZR7y8+XX0cNlAsz0u8ig+edxrcxh83RvBTa/0NgcOEsuZ2HaWe5q73Q2i9igXaWS21kTs6FGxBiCZ11xvKPP5n11PUsl8PJ1jWHkhlFMokHZIPXyyDGJ5HzeFdMb26MGYHOnTLFrdaVaurzEICqxvPA51H0I2nkMhL9H/zLhs4erP9xq+vA8waqUGECzHhnRBeM3g5rjRHoX7OuRjM2dlNK/xW3GYG4LBTLpIbSc6WoGoX+d2BK359ZTJtZPG+FOYRBuHu0lYgFkZ4AAY2qcxc2jvYQT+l5BLdyeWw9XnmmOc0NCcDQtBrtj0rC5kw2IybnQjiI5ZCD2XmAeNoZn4ZtufXEgsafGDS2yoT+o43SRmyHgO5WJm0d7KaDsS187EH11ig8ujWqLszlhIjd1V0xvUd61Jni4iOd4o5VzZXajdDdj43WwZkYzJaqDgPTrEpAmhzRFdtA2Yn1Z0r4eyZob6+/6dhU5aJSBJjc8y4Ub+gu3K880x5XJvuK4OsVH89/0HKMLVbpAlYtPTmeFi3w5KjshsCK7/Cj/lLabU6QGOZwJOL8uAecXfZSxl2+C9dt/HTnTZbczgbLlarEglR/tiukt8ifP5oTh0qi2uDrFxw483/vSV1nYOdpLgWFlLJA4LND8oI7IepZdzwcSe+Kbbn2xMTwL7+kWfBxFbsh5z7Tgs7lTJnbHpOFoWgzODQlRFqnmKm5rcj6X5/xwpzBIuUhdppwffp3Yskz4PP5Je/j8bFPFob24zRisDlJ+z309knEivQu+GcSOBcA2TxRtV25sBITe3kaBYSYQ+tyQEEMIbRTHYVQsVt7t9fpiVrmckLbYUy70waR4fNe3K05lRthHcsytp9wgLrUVjQkHXBlu6PIUupVZVGiUkaiCaMMbNtktpLqi6aZNjhuiGzcZRssxHcf6dBfuaDpvEpCmhToC0ps7ZRpCaXJKrwoaIcA0OabfkVzTb7cdpYHUBKrpWGRwLNQBZP0h/zy9JsFlAszLJMi8ov1IAZpXBY0QzmYj2Ly5U6YGOH/Tra8AzjQvksv5WJ/umngNGTrbRWzMbmCDX+R2ll2YBgBMBs+OMmnv2+fRzPVMjjUqKF2qRm7MrWcXuXEqMwLf9e2Kg0nxIu+Zzgly2aC+wLciMT36wlKz2A09fD43JMQcPv/NSyz63jocj+s/pKNoez+eJ2CbJ1xdmsLdtZXTEDrQPbNSEPplCUIvC8jHSrULYENYDjZ3ysRXXdLFDr9DyT1wrE93/JARibM5YXblhHT+t9t1oI/kMNt1IEdyGLih9fcN98Nl6hBEE/TTlXIbuqKNIjpkGC3HdMiZ0eSOXmozj2gMI6pZxBBKU5a0DKbV6/5fJ7bUXver1/50/U+wmg4Cxc4c8s/Ra9Fr079F9yniXkW9P5FBs3A262CzMN1IhhthslkquZzlTGc5XkOGzgYRG0ZuZ8NSeLkQ3gnwXNmYGPmzaFSaKUduGO7uMojckHd3yZGJ1HdxNicMP2RE4lif7jiU3EPsYP2qSzo2d8rEhrAcrA0ZhpWSmUi/+64i8DnQPdNp+Ozu2gquLk15nmBVSgygWY+MhLNtVANczA/A9/2jsDcuBZs7ZWJV0IgKQWgqJjyT3dEGoQtUCO2kw/Hq+XzFCV0YJByOpfNr49rUZvhpeBCO94sWkQCUC72g9VjMkVyZZpEcM9Tte2+0eloTyUFu6LM5Yfh5XCvcmOmJO3+wKhcInzZScmlLorUlhWVFHKggmsp5NCB6ueLsvTWnPq5Na4Kfx7bBuSEhOJHeRZTx0JbUdR2GYKXUAv+qmhXtTNawPvpBdkcbAelXVafYIrVYaZkEpdeGDBOFSpsiMgWYlrca741LEc6vA4k9cSi5h8PyDtoCJ2+Dk7fXyXlwRmUlh5J7iHKS4vgk7I1L0WwlJ9C8KSJTFG2tDRkmYPMydev4IjVS41UT4Kx3OZc1zvps7rktbIVpBepN0roOQ0REAJWlnUjvgnNDQvDz2Da4Nq0Jbs2pr9wAL3fVgGcqRyPwXGZEjFQyeLskWrng+7SR8jn8gxU3Znri53GtcDYnTLie5ciNN1op5U9y5I0+coN2G8xpPh4LWo/V5D3v65GM4/2i8dPwICXyZn5t2w6JwiDcOhzvOKZHv0Pi00ZicerXiS3FDgm5cLA88HlV0Ahs7qTsivi+fxQu5gdgz6gGfMEI2zyxe+dgbdkY5b0ShF6mhdCXx/jbQWg5E3ptyDDTjFejgjEZOOkhtLzAI3/XjHKhHUVy/DLBT/nezW6gFBRS4Zi6FdvMDS2iDtR5wZmMXbOCNzMQbbdtlRxs+hs4Kuyh0sIltkgiEdHxnJcNRqs7Rc7nBWp2ipA7mkoMCUjL59nC7n00LumtkQMFlP48PFvEd6wPVSI8CE6Ta3pV0AgNpCZQTbCajnecOOTn02vQaxJcJsC8JtgGmdd1GIL1obkiRuPz8GwBm7dGDtS4mwu797Gb5w4mxYsSQXI5yzuFzucFip1CBJ1FoaAKu+4sdLMVTVG3gux2loGXWoam2f5vAp7LKsosM6Nc/fwJeGDkeqat0lRMOr82bs1ugGvTmgjXvVnkhlHes3yNIy+4m8FnOjeYFZXqM+KpqFSO3ZDh8+Ux/lr4vEwHnykXXnW97t45mOcJ2OaJmi5esNZqqYHQ9awdTCF0W4/0MiF0Rl0bhKb7DznCTI6ao519a0OG4ZMwWwzTrpje2NcjWcTMnUjvIsoJ6dwvcqGdieRQi7jlgkLT76SDnN2Kgj+nQLTsPnXgihZZ0bqIDgGjZWc0xXRQgSG5o2UgLTukKbJDt4tRhtK3ZjfQgGk7OK0CaoLUZkYV+SB4rDG7yIfO+CLgsgqY9ZBZA5ppdyfBZqPdnWqkhiaWkICzHK1BkYR/89I6nQk66yM21Gxnh25n6XNXVeDZ6PNnFwvj6NqFFtGp46KsyA2pbPlifoAoG6QdrQeT4rGvR7JwPm+KUOYWKrJdpotOlCMu6f6A4HNG3bLhc1uPdFP4XM/aQQOfrbVaoqaLF88TrEqJATTrkRFdMJbMqInrz3nhwsj2ON4vGkWxqdgUkYmVgXlYVEEIfTApHqezwvHLBD/cmlNfmYSdyHglp6Zmm/3GJri3QgFl15/zwqVRbfFDRiT290rAjuj+2BCWgxXtR2JRmzGY10IpUTSL5CD3xIs+E0Qkx+qg4Ro39In0LjifF6hEHsypr0CIVe64t7GJraTwh3QBzMzgn76o8PoP6QJEi+2q6k0bZaj+MsEPPw0PEjnRjoq89OUJjop5jNzReiBN+dHkJpyjQun56sU9ZWIalS+RW0zOwpTdYl91Scf2qAHYEd0fX3fth2+69UVh9z4o7N4Hu2J6mx70nG+69cXXXfthR3R/bI8agK+6pBu68Ah2fBQy1LA8a4kEm+erWaRz1NzRmWoB1n81MQfOZTnNCewbleWYFR5RvvNPw4MU5xVlTi62OTApi5Y+e2UVDGoWQc7n2z57hUHK92mVO+4uroVbc+rjymRfnM8LxIn0LhrX8+ogW+QGFQ2a7TCY4q38zfNaKJEiK9qPxIawHOyI7o/9vRLwQ0YkLo1qi+vPeSkLOytcle+THM9jVFRqlhG/VPndf5ngh9NZ4TiYFF8h+LxIjQfZFJGJothUHO8XjQsj2+P6c14omVGTLxghAehdyg21HYTe1kq5eVrtoUBo1f14dYrPfYXQRuCJILS8y8CojFXOhd4YnoWvuqTbRXKczgrHT8OD8PPYNrg6xUcUFOojOaigUHZDO1P2Jt/oOQMB7W7o5PxEB+U9Is+TsqKNIjrm1xYw+sZMT01Mh+yOpp0lBKRlhzQt/pUkJBpCaTpXE5imc/WmCC2g3hCWg0/CcsW5m2A1AWs61oYMMz3k59HP0mvRa5OTmQDzpohMMUfJoJnmKD1sLklI1CyqksNZA5zVnT/kcpbjNSgD9PbcespWbKOIDcp2ppxPR+VnutxZR4DL0WdOXvwosxxTdj1T0aAUuUFFg1en+ODnsW3w0/AgTSkUff+/6pIuuhXM8p5pAZh2e5nBZ7PYsYrC56tTfMQuiHvLainvy9+8cHdbKzv4fPXSBOzelc/zBGzzhEsNT7jVai4gdB23AIcQ2s+jt0MInayD0MMbGENoo90v8sIjnfP3xqXgQGJPUQB6KjMC54aEKLnQ41qJXGiHkRw0D0jfUX0kh8YNLS8OVTKWoywQqIfRGhCtc0XbZUWrER1UAK4p/TYq/Na7o/VAWorsEC5pMyiti9e7PbeeBlALSK2CahlWa6B1GYf+Z+i16LXp3xKAWXY0q6DZIWwu0EVq6IGz3uVsVNwulbZTUbuI2NBlOxu6nQ2c9/TZqAh4djpuQ14017uepcgNzbUKzSMOIjdE3vO4Vkqk4pAQ0d1zJDUWBxJ7Ym9ciphb5IVNs101evg8vIEWPieXAZ/9PHo7hM913AIEfHar1RwuNTx5nmBVSgygWY+M6IJx/2tKCcL16d44nxeI7/p2xe6YNGwMzxIQmtzFE71sMEcPoV/3UyD0+tBcbI8agAOJPXEqM0Kb9arm1t4+0E2JDlDL0uwgtArObhxPQ+neCGX1fbWyLe7mrEYiF/pwShwKu/cRwOwt/9EikmNaU2NgRm5oiuRY1GYMlqtuza2RA1EUm4ojqbE4k91RuGFK59dWLiw+rCtiOW4djnc6/kC4iQgGHo63wZsNngoQXKoU9tx8obHIiT6bE4bv+0cJV7TcEi/fuOmzEsuCN46ANLkKCaYSlCan9NwWyrZHytZcUEZhk357M7nPZHBA0EA+9OBBds3pt3UbFWEtUCM0XvVTxmZui/HC2UywmaC9HKlRnrEyytomN44MvugmaEd0f+F2/r5/FM7mhIl855svNFa2fi5VYdcGT9tNr7rd9+r5fFP3vVkMDH3W7n3pq3x+CxSXGrlUz2R3xJHUWBTFpmJr5ECs6zAEy9s9hUVS5IaR65kWdKY1tUVuvOU/WizoFHbvg8MpcSLv+easRgrMW+2hfIf2RuDG8TSxkGMHn9Vyz+unMnH7QDeRpy5nw5/KjMCBxJ7YHjUA60MV+Py6nzF8HiXB5znNbfB5Y3gWdsek4bu+XXE+LxDXp3vjzkI37H/NyheMkCI49kyyleUZQegNnhoIfXNWIzsILS+qUdQQOVQIQut3eMhxQ+UBUEa50HJGqD6S41if7jg5sDPODQkR27KFE/IPVlskxwd1RAEcuaFvH+gmohA0YFDnRnU2BsHIEW0HomlbNcVzGLiiDSM6lrsqMEAqa6WYDiprJXc0lRhezA8QRYb6qCNySR9JjbVzSu/rkSzANC0omi0myqCaYDUdmyLKPuTn02sQWHa0CLorprcAzft6JNs5mwk2H+8XbRg1dT4vUMRM/TLBz+ZyprJeNV5DLuu9VyAVCuoiNozcznLMhn6LvxF4dgQXjHKeNa57XVHUzWPJtu3SO9vbijBVYHB3qQoL1J0PtD363JAQnBzYGcf6dDeN3JC3RZf3Gkb/3acFdHnHEcFncsRS1JW8+KuHzzdnNdLCZ3ke1sHnq1eeQ9GeSTxPQAbQDVHLpanTELp57aRyQejseloIPdlbmdNlCC3vfqHrr00RmdgWmSH6Tfb3ShDlhHIuNBVuUya7ZpeCUREouaFNCgqNvrNGcPB+guhyu6KliA59caHI6SVntJwZLbuj9UBazo+mwnAZSqtOaT2YFr0vEqC2g9QqqKbj9ry65T7knxevKcNlCTCLvhoj0PyuAWyWIzXk0nUVOMsuZ02mMzmd5VxnXaGgJmKjHG7nKgPPZnEb5LI3KhqUXc+6QmXNbi21w0JfHH9yYGdRNri/V4Lo8dkWmSGcz6uDtLtqZPj8rBrnJMPn7Hrlg8/Nayc5DZ9ruTSFS42GPE+wKiUG0KxHRsIBvaKlADs3ZzXC5TH++CEjUlNM+Jb/aLzcUnEXGxUTTvKahJnNJuLllkqZF+Wp7o1LwfF+0TifF4hr05qg9DUP4X4sLQqzKyeUc1/lrfci9/VvXjY39HRvXBrVFicHdsaBxJ74ums/fNZxMFYG5mGJ/2jMbznOoXOT3NDP+ygXrgtbj8Xydk/ho5Ch2NJ5EHbF9Mah5B44lRmBi/kBSj703Ho2R7RUVHjj+37K36ECdYdwUL3JE65oPYxe7YF7BcpN3a3ZDZQCn7FtcG5YsLih0zfH62/mjJxEjqIkjOIk5O2tMpyeJAFquumb0UyB1M/7TMCLPhMwy1cBQHNUYD2vhbYoSl8QZXboi6noNea1UIDynOYKVJ7lq/y7z6tweYbOzTzZe5JwUcl/uzN/v6PoEtlpqYdctPWTtvsLwDUsWInYmNpMyXb+g1W5mNXf7KrQmT5XVCblcJFD/Vzd+L6ftmBQdTzfnlsP16Y2w8X8AJzKjMCh5B7YFdMbWzoPwkchQ7G83VNY2Hos5rWwZT3T991sJ8F89Tu/MjAPn3UcjK+79sOBxJ44ObCz4nqe7m1zPf/Ny5YHbxDFIwN02gVRWhQmdkGUvuaBa9Oa4HxeII73ixaRQauDlPJUOkfJ5Yiy85nOUW/pCgd/yIjE5TH+CiRXF8pKVrTkC0bY5om9384wP3/JxYQf1lWiXRbYFxOezgrHd3274kBiTxTFporzF5WvUkGMDKOczX81iuQwckO/0+4pu4LCb7r1FduzRTa0CqI12dB/sCqfj+VSOZVaCFdaFKbNAy3DEV3eTF5nyn0oJkF2RoutrpTVSzEdBKTJdbTUlt9JW6T1Ba9XJvuKglcNmFaLoWQ4TY5pAtQUm3Q4JQ6HknvgYFK8iE8iFzVBawLXe+NSUBSbanfsjkkzfJx+hl6DXrMkIVHEQh1Miseh5B4CLlM8FEVDURyUDJkpSkP0GajFu+Rulot3aUu2yP1cKrknCThTvAZli+tznQk6kNO5kuVmZp+nMh3PB7op1yZUfEnlUMuVAi0Cz5T1TOBZznre1yNZwAG5aPCdMlzP5fm+064j/aITfdfXh9qiGIpiU3EgsSe+69sVp7PC7QsHF6hRAh/WtSscNJqP9347g+cJ2OaJGo83QE0XL9RyaQrXmj52cRxyJrSnR5RhMWGIew46Woci0pqHbtZR6GEdg0T3p5FWezz615mArCcmIrf+JIxsZLv/MCsnlAtp5XLCwu59sK9HMg4k9sTRtBh7N7RcUCiB6LuLXG0LSPKuBYNsaIcg2glH9H8MRpMzWh/TIWdG66I6jKC0HNkhMqQJ7VP1rQAAIABJREFUTP/NSwunyS1tBKhlSE2gWoXVAlgTtJaPxU4c+p9ZKgHlAunfelcHl40Asz5GY4OnLUqDQDO5m6VIDT1stovW0Gc66+M19E7nKoTOTjmenQXPFBUm786iBXEp61mUJ6t9FXrX89G0GBxI7Il9PZJR2L2PpmxQX2RrVDZI9wcjG01Cbv1JyHpiIvrXmYC02uOR6P40eljHoJt1FCKteehoHYoQ9xzDwkFPjyjTzGdrrZZwremDWi5NUdPFCzUe50g/VuXEAJr1yIguGPdt6KzcYKxT4OrNFxo7hNBGcRx0EThD3Ya/xH80VgWNwKYIpXzsWJ/uODcsGFen+Chu4uXlh1GO3NBnc8JwJDVWU1BYEJCPN1o9jdm6bOjRjbVuaMqund18vHBxrgzMw4awHHzVJR37eiSLfGjhiH6ljq2ocFMzEc0hQLQDl6qhK1otLCwtjlSg4aZmIiv67uJaSpu86oymmzzZUWh0g0fuaH2Z3vMGQFq+0SsLyurBtAynZUAtQ+r/aqL8e+SoJmjt7EE/Q69Br0lwWQbMMmQ2+pucge30d8jAmVyVcnkjuZyNgJbeYUUw6+YLjZXPz+JatmznTc0UCFEcaSsWLMPtbJjxTHnjhUHKZ0gtGCx9pY5wPFPO874eyfiqSzo2hOVgZWCe2D1Qnu/LG62eRkFAvqZo8EhqrMhSN3M9l3vRabkrSufXxtUpPjg3LBjH+nTH7pg0bIpQ8uqX+I/GvBbjMMMBfH62aRnw+YXGynuyrh7u7gjAvg2d+YIRtnmieP9LjhfR9BBaiuPQQ+jj/aJxMCkeRbGp2BHdX0Do1UHDDSH08z4T7BbQzKBUWW5ofU4olVXtiO4vFouOpMbiRHoXnMnuqMmGvjmrkZINutBNuVl9302UU+nzoQ0d0ZUA0fqCOI37yMFNoACJakyHyF2kzGjaPi0XSxWoN+dqkaEA0mqJ1I2ZnjantASlfx7bBpdGtbWVw0pg+kx2R5zOCsepzAgBqPX5/nLGPwFr+TicEmd36J9DP0udA0a9AycHdsapzAiczgrHmeyOGtBM5bmXRrUVpVQCNqvOZorTuDWnvg04U4HgEsnhTAVTtO2aMp3V/FiK1xALF2XBKoMys/K4nU3Bs87xbJfzTOVQ7yuf+zsLlWzOm7MaabKez2R3xIn0LjiSGisWyWnXFpVBGeVxOut61pf70vxstOPhHSl2Z1OE8v0uik3FwaR4HO8XbQ6fl9VyGj7fLF2E4v0v8TwBGUDXg0sNT6chtFExoTMQepAEoc3KCel8/067p4QxYENYDjZFZIpi7b1xKXZu6LM5YVo3NJWFzqlvW1yibGjKbDfIhi5zQclJR3Rl4aGjiA5TGC3HdMjuaDk3mhzSjoC05JR2CKVl1/SHde0BNUFqAtUyrJaP5Q4Oo+fTa9Fr078lA2aKziDQ7ARsFnEaDoAzOZw1ec4SdHYYr2EAnfVxfFUCnvWOZ2cXwGXXM3VUyFnP82vj1pz6mqJBcj2fzQmzcz3vjUsRhfKbIpT5hYxY77R7ym5+0ZcNEnweVEH47KhwUA+fXWp4osbj9XieYFVKDKBZj4xECeHWVCVfdXsb3PuwroDQl0a1xYn0LnYQWo7jcAShF0tb3HfF9MbRtBicGxKCK5N9cXueAijkckKzXGgBPC6MxfUf0pUStW2tlAuCAiU/+cpkX1FQWByfhK+6pGN9aK4mG5ocnQQvZEennGM7t4VSorZMBWsbw7Pwddd+2N8rAcf7RYuW9BszPRVHN92wSAVxmrgEg5xeu6Z5ikw4PVgpijvQTcnJ0m9tp5Kv57xw5ZnmouDHKGORtiJRDpa8ImxWtkfOo0kGENcM4OrhtB7oyqCaAFFFj3FP2oNl/e/mzO+oh+eTJOekWTmj7KiR8wXpZkafKUvFZleeaa7kOsulRpLb+c6uDoqL/nia8h2QigXNwLMMazUZz1R0qQLA0tc8cGOmJ36Z4IdzQ0JwvF809vdKwNdd+2FjeBbWBA/HsoB8LGg9FnNbjNfkpxt9R+QdA5T1vD40F191SUdxfJIoGhTf8QIV6G5rhdsl0cr34sJYcQNvmvcslw0us33Hzw0JwdG0GOyK6S0ighar3++y4POc5uPt4POJ9C64NKqtDT5/WBd3t7fBrX/GYs/WVL5ghLRT5sDv7XdyUEGZEYTWn7PU7fkXRrbHmeyOAkI7ihZa4EQ5YVkQmtyRtEVbLijUZ0PT9vx9PZJxKLmHcEn+NDwIl8f4K/mgz3kpIOI1D+Uz8676faZcUNqOrcIHDXiQozkcZESXVVhYrvIfI0eSDKMpqoNuDsmdRkD63VpaIL1A2SJLW581UFotN7w6xUcUQVGu9OUx/rg0qi0u5gfgwsj2OJ8XqIHUP+aG4sfcUAGrCVjLx6nMCLtD/xz62bM5YeI1Zbh8Pi8QF0a2x8X8AFwa1VZxNKt5zVRYRYVUlBmqgc2v1FG2aZPDmYAzwajVHjZXnJznTA44CTrbOSTLWV7mzGfFMONZH7UhFwwWR9q2SVM+52oPBRYsVuaUW3PqK9cgk31xeYy/yHr+rm9XHEruIZxp2yIz7LKe5aJB2hI9s1nZO7SM4LM+71mf+a6PviL4fCa7Iy6MbK+N2ZHnZjP4fGmC3U6kkgO/53kCegDdqFIQurVHX7TzGIhg92wBobta8xFnHY1e7k8j1WOcBkKPaKjto9DnQhtdt20MzxIxTLtj0lCSkIhDyT1wrE93/JARiTPZHUVBoWk2tOyGdqI4VJMP7eC7fj9BtDOuaKed0frcaL072ghIyznSeihtBKYJTsuAWg+p6VhXT3sQLHZ06H9Gfj0ZLsuAmSCzEWg2g817IxwDZ3I5G+U5O+F0dtbtfD/Bs8OdV5Tz7ExBsuR6Nst6pqLBM9kd8UNGJI716Y5DyT1QkpCI3TFpIs5pY3iW4X2uWd7z6MbK+UKGz6ke49DL/WnEWUejqzVfwOdg92y08xiI1h59KwWfXWo0YgDNqrQYQLMeGYlyqcKhtpIvJyC0WTHhU9J2OLnk6z11a/433fricEoczuaE4deJLW3lhPpc6EsTDMsJr12fg6uXJii5tv+MVQDVBk/FHfmah4jkOJUZgYNJ8YZlarK70ygbepKaafuiLh/6o5Ch2NwpE7tieuNgUjx+yIjET8OD8OvElkpm4B+syg3ounr2INpJoGjkLNS4or/0tZX+FEjuQrW88MLI9jibE6ZxIBXFpoqJ+vPwbHEjuKL9SDFRk0OacpJn+U4QLml9KZ8z7mIj+Gt0GEFjs6Mir2fm0taXLpK7eZbvBJFvTQ5nunGhLMH1obn4PDxb3LhQliA5Js/mhOHCyPa2MkFyVRVIJWaUHUtuZxNnlVMLFnrwvK4e7r2rbI2+OasRfp3YEj8ND8IPGZE4mBSPXTG9sblTpojboJznF1WHqd71LC8skevZqLzzYFI8TmVGiMiN0tfUrXUbPJUFpn/G2r7bkqNbA5/V77Ym71ktG/x1YkuczQnD4ZQ4fNOtLz7rOBjv6UpS6TtN5yKjwkFn4fP104Oxu3AoXzBCAtAH52lyY8uE0CYLZzKElvPtv+7aD1s6D8KGsBxRtqovJ9QXkzkCVc5EcpBTUs6G3tJ5kHBLytE5P+aGiu/2tanNlG3Z8+oqIHJpLW0sB0UrUDkVgUa5mErnaq0IXNSfG+xuFI0cSvKNogqjS4vCbLme5I6mPE89kJZLpSQoLTulb8+tJ0qjRDnUdG9cm9bEBqgn+2oh9bhWwkV9eYy/ANbycTE/wO7QP4d+ltzLP49rpYHLVyb7CsB8bVoTXJ/urQXNsxvYiqdUZ7MdbF6mczjLwHljE1vGp5rvKdxvcpmUEYjS5Trr3c7l/WxowLPslpcLomhhQi4Y3NRMG7exVL3emFdX2R49tZm45qBMTooGo10NWzoP0mQ9086GykRuyHnP+u+zXDa4Jng4NoTlYEvnQSLnnXoXNPDZbGHYSfh851/vouTgPJ4nYJsnHn+srgqg7y+E7mQdYQeh+6kQWl9OSLnQlAdOTugCg2s5Ot/viultGMlB2dByJIfGDb3QzRbLZJTpLhWJOozlKAeILg9cLMsVXWkYrXNH3zie5jSU1oNpAadl17QKqAWkpoOAsB5aO3Pof1Z6Xfq3xL+tAmYBmfWg2VnYrAPOdi7nSkDniixQGC1SOA2eHcVt6AuRDToo7i5Rd9HIrmcpcoOyno0iN3bF9Bbzi/6etkDaWSP3iOjznnPqT8SgJ5S8Zz187mQdcd/hs0uNRnj8sbo8T7AqJQbQrEdGmnIp1Xko4I8DCL1SB34mOgA/c5qPx8LWY7Gi/UhsCMvB11374WBSPE5nhdu26C9Woizubm2J0uJI3Pi+n12WsuEWfcqH3dRMRHLcmt0Av0zww4+5oTjWpzv2xqXYFauRG9qoWG20dAE7o5k2luO9wDx8EpaLrZEDsTsmDYdT4nByYGeczwvElcm+Sp7vAjc7EO1spIKmEIjiOVSHkij8IrhDER3vu4nywluzGwiX4cX8AFECRK6k4vgkw8l7TfBwcYP4dttRWCwV+BmV98luaTlfWQbUjtzKjlzLZofRzxu5qgkw63OqydVsVKZIRYqLVVckAak1wcY3KcXxScIdSaVlF/MDhJvq1uwGtjJB2qK/qZntplYuMlJBFH0m9PnOZUW22IHnBW64NbsBrkz2xfm8QJwc2BmHU+KwOyYNWyMH4pOwXLyni9uY0cx2gab/LsiFneR6lgs798al4Fif7vgxNxS/TPBTykYpcmNTM1vOu0HEjj67+sb3/VBaHKlctH6gRJRQxM7prHAcTIrH1137YUNYDla0H4mFrcca7saghTA9fF4ZmFcmfL59oJvYicHlUopkAK0vLxNQywhCb2uluF4+qKN8NhcqAIsgtFyyejglTmTFUkmZXE5Ijkm6qSgPhNaXlMnb9amwisCE0a6GkoREsT37dFY4zg0LVuJ0nmlu+76rIELEcnxY15YLSvnQToDoyrhcnS0IkmG0pnCKyqbIsWYEpOXIDtoaTVBadkov1oFptTxKwOk59QWgvjmrEW6+0NgGqlVYLYC1fExtZn/onkM/S691Y6Ynbr7QWPxbt2Y3UNzMEmQWxVMLtGVTwtksw2Yql6JIDTPgTM5HeQu+5HYT0OE+bMMvyx1fFnjW5Dxv8FQ+v3Lcxvza4vriyjPNlRiwYcEiTudwSpwoF9XvviIwQEVQ+siNinyPCT5T2SDtaJDLBrdGDhTZ7rQriUp/BXyeV1f53r6rxqn9zUvpYDCBzzR/yd9NBtCKaJ547LE6qPF4A6chtFExoQyh23qkI9g9G6HuQ0whtFxO+FQj23ULne/15YQUm0aLjps7GUdy0DXe2Zww/DQ8CJdGtcUvE/xwdYqPkvsuu6EXS1nvtCNGF7ljGMtRRj70/XJEO3JFO8yLNoLRDoC0GZS+eSzZGErLYJrgtB5QE6SWQLUGVssHuZKNDoPny68n/g3139QAZhUyy6DZCDYbuZsFbHYEnA2gs6Nc54q6ncvteHYi4sswbkN2Pa/2sHVNLK6ldT0/54WrU3zwywQ/XBrVFj8NDxKRG9/17WoYuUF5zx+FDBVxk/qywecl+DzuSeW8oC8bNILPoe5DEOyejbYe6Q7hMxUOOgOfazzeAI89VofnCValxACa9chIRHAUTxMQSONA1EFoyoSWt77PbTHe4db3aVJW7DvtnsL60FxsjxqA/b0SREnZjZmeyk3AKncBreSt+noITbnQV8/nK2VrJdHCMXlvmZJ3e21qM1wY2R4/ZESKgsLPw7M1bmhyfeoLCuWiNTmW441WivNzVdAIkQ+9Ny4FR1JjcSozAhdGtjcE0fpSORlEG5XKmbmiRUGQGtFRWhRmcyt9WFdppDcoBqIV5bM5YZqtTMXxSWIrE7UHbwjLwboOQ7A6SNnOtLzdUyiQnNJvtFIKAakIkEoAjQoA5bzmKd62gzKbZXDt6JCfL7+OPldaX4RIJYhUgPiq39N4o5XN2VwQkI/l7Z7Ce4F5WB00HOs6DBH5gNsiM8TWTALOtDWT8gF/HtvGuKBshVpgpLogqZxMRGxQMZkDt7PsMtWAZ31ppQF4vjCyPU5lRuBIaiz2xqWInOdVQSPwdttRwh1AcRuOPv+0G0B2PX8eni2KBn/IiMSFke1xbWozlL5SR7kBox0NJdHKYtL5fLu8Z4LPcrSOWExa5Y47C91wY6anKBnd3ysB26MGYH1oLt5p95TIdp/W1HEU0NwW4zVRQJT5bAqfT2WKxa89xdP4ghH2ANppCE2fUQlC313kitvz6irnJilC6ER6F02EEOXZfxQyFO8F5glny+u6bfvldU7qIzkIYC2UCgr1bmiCEuSMMzoH2MVyLFN3PEj50DKIFkWF98ERXensRvmGUs73JCAtOaQ1kR16KC07pSmnk8A0OaaX6gD1QjcBqQWoVmF16fzaStyFetyeV9f0kJ8nflZ9LXrtOwvcFLeiBJhF+dQyHWimLFC5YEqGzXKkhuxwloCzJteTANN9zn6tkOOZCgYl8KzJeV7lLkCBPm5Dfy1BzjSCA0auZ+qhoAWk8kZu6HcyyHE6r/vZnK3vqd9b6mGQI7FOpHfRRGLdmOmJ2/PqKoulevisLwB2AJ8ZQNskALTFA48/Xq9KIXSUdSRirKPR030skj3GoU/t8QJCD22g3Y05ral2sUJ/rl8bMkxEcphd951I76IsPhoUFAo39GseyvllqRTHI7mhNbEctCBJIFraDVEWiK5swZyzMFqfFy1DSWeAtJ1LWg+lzcC0Cqf1gJoOAaplWK0/CBzLh9lzpdeT/x0NYFYhsxlo1sNmO3ezM8DZxOlcVq5zRd5zs0iWssCzZheVfI1AC9YUtyG7ninream6mKnOKXrXMxUNns4Kx4n0Lqb3qRS5sTZkmOkcI+/oJHPcUAk+96k9Hske49DTfSxirKMRZR1ZpfD58cfr4TGLB88TrEqJATTrgaq0tBTPPvssvL294ebmhs6dO2PLli0Vei26YNz77QyNE9EMQlMxoVz+VVb+KuXGzvJVINaygHx8FDIU2yIzUByfhO/7RykAa1oT27b9v3mJsjJH8EpEclBmLBWWva/caN58obEoKDyaFoOi2FSNG7qs3Ft9LAc5KRaq+dAE47ZHDcC+Hsk4mhaD01nhyk2ODKJXuOLep42Ukio1mkOUFVIeqElOtMYVTdELBKNPZeLmsWRtXvTGJrayoGVqs7DOvaQvdtCvMpNLmqD0Zx0HY32oMuGvChqB99RJvyAgH2/5j8YS/9FYpLqm32j1NF73exrzW44TkHpuC8VtTLB6dnPlJpSOF33MD/l59LNzVPfy3BY2uDxfdTO+0UpxMy9qMwZL/EfjLRU0v6OC5lVBI7A2ZBjWh+bis46DBWwmd7OZ+4UKafSux7uL1O3o5HSmDFg11/nmsWSb+522V0tOR7OFBwEP1DgWUS64q4MCCz5thHsrXDXg+WJ+AE5nheNoWgz29UjG9qgBYtFlWUA+FrYeK5wBjuI2jPLQZddzUWwqjqbF2IoGX2isLCC97yaKRUWmu0nkhmYRicpFqWzwNQ9cm9YEF0a2x/f9o1Acn4RtkRn4KGQolgXk43W/pzHL15bnXlYOvVyGalc4aAKfb9x+A3u/nVFtLxirYp4oOfB7wy2bphD6n7G2RTIdhC59pY5YIJNLVY+kxqIkIRG7YnqLm411HYZgpUlxGYEsgtDjn7TfYaEvF5UjOSg/Vi6skt3Q60OVDNntUQMc7n7QxHLIi1Hv2oNocsIJEC07omkbdgUK58y21DpssNdtq7XLjdYDaYrs2BuhzfRUt0uLrdFyuZRcLEWuaQLUcmkUgWoVVtNxd6nuWCIduv9P/jnxWgSWl0ulUwSYqWRKLpii7E/K+1S3YWu2XtOWaxVQGAJn2eUsba+X87/10NmZLfblKqak76NUDiWAgb5gcJW7rRRKXcSW4zYc7araHjUAmztlih1V+u3QL0s57maRG0bf2fHSd5YWjowKRVcG5mFdhyECIu6K6Y2ShEQcSY21KwG+MdNTKQHWw2d1sZii05yBz3d/W1GtM6CrYp54zOKBxx+r6zSEruMWYAqhm9XuqYHQge6ZCHUfggjrcEMInV53ArKeUCD0SJ0Rxuxc/57BbrftUQNEF8CBxJ44khqrKSi0c0PTNeErdWxuaMqGphJSOQ+eYjnKyoc2AdFGcPJ+gElnnNHlBtImUFrjlFbBtB5OawC1Og/RIWC1fBAsdnQY/Jz8uvK/J0dniHM7gWYzZ7N8zi8ncL7fTueyssDlRQYz8FxmzrMct0E9ElRqTFnPquu59JU64l7UzPV8vF80jqTGisiNwu59sD1qgN2uXdmYoJ9jZGPKSBU+Zz0xEel1JxjC5wjrcIS6D0Gge6YGPjer3dMUPtdxC3AaPj/+WF0G0KxKiwE064EqOzsbLi4umDp1KgoKChAVFQUXFxfs3Lmz3K8lO6A10Q9lQOjv+nZFUWwqNnfKxOqg4VjiPxovtxyHmepWfhlCUybbFG/FhfCq6qRcEzwcWzoPQlFsKr7r2xXnhgVrywk3NhHxFdfODjUsJ9REcpwbIUDW3a0tld95qVJednWKD87nBWrc0BvDs/BeYB6WqFEEs3wniBxZo1gOAtGUK0f50O+0ewprghUQvSO6vwZEkyP69tx6ys3OcldbNEdhkHHxXBlRDKYwWm2vF85o2k5LOY4rXG0r0NJFABU+yKvPP2RECih9ILGnZgV6e9QAbI0ciE0Rmfg8PBsbwnKwPjQXH4UMxZrg4QJQr2g/EsvbPYVlAfkoCMjH221H4S0VCC/xH43FbcZgcZsxWOTEQc8loPyW/2i83XYUCgLysUx1Ma9oP1IA5jXBw/FRyFCsD83FhrAcfB6ejU0RmdgaORDbowZoHC4HEnsK2PxDRqTW5SIVz4ibC3K4rJDyXuVt9gSdyeluAJ3LjF4xKqQsDLJFbSx3VZykc+sJx7MMnndE98fn4dlYEzwc7+hynp39jM/yVb6rS9ToGSriJNfz+bxAXJ3io7jIlqogd2tLsXB07dwIw8gNuWzw2tmhthiRjU20ZYPDgsV5ZkvnQVgTrOxceFXduUALRqN08Hmy9yTMbDYRL7cchyX+o7E6aDg2d8oU5xln4fPN0kXV2gFdFfNE8f6X7G6CDDOhdYsmAkJvbKLAvuWKA7V0fm3cfKExrk7xweUx/gJuHU2Lwf5eCdgdk4btUQOwKSJT5Py9oysnJAitLye8n27odR2GmOa+f98/ShPL8evElrg2rYlta/YCKR9ULirUgehbh+OVG1z9Vmx1TigrC9TZfMcyt9rK7mg9kFZvQAkK2GV7ymVTctGUvmSKXNN6SC2XSsmlUR/UsT8IHusPo7IpuWCK4DK5mY1KpWhbtlQmZZftKW+zlkCEndPNIMezItC5rJgNsaggRa2Qs/3G9/00URsCPMsFg5TLSTnPsxrh2rQm+HViS03cxvf9o0z7JWih6H65nvVlgwSf5bLBd6QS0U0RykLR7pg07O+VgKNpMWKR6PIYf1yd4oObLzRWFo4Xq9/JD+sq30cJPuvNAfrMZ/33qnj/SzxPwDZPWCxWBUBXAELLmdCeHlHw9ohBs9o90bx2Evw8egsIHeKeIyB0N+so9LCOQaL700irPd6wnHCil7F73iiSY0NYjiaSoyg2VVNQaOaGvj7dWyxAarKhl0nXi3IxqRrLIUC0o3z4ckRzVDQnurww2ikgbQSl5flFD6b1cFp2TutAtR2wrsChfy3NvyP9+zJktgPN8vneADY7A5zvN3Su8PzvDHg+0M22AE1xG3KBsXq/eW9ZLU3WMy1okhHKkeu5JCERRbGpmsiNDWE5DiM35F1xBJ/1ZYNptccj0f1p9LCOQTfrKAGfQ9xzBHz28+iN5rWT0Kx2T3h7xMDTI8ou87m88FnJf7ZW23mC9XCIATTrgamoqAgWiwWvv/66eOz27dto1aoVoqKiyv16tgzo8WIiLBNCz2qE83mBON4vGnvjUrC5UybWBA/HW/6jMb+lNltZhkNylizBoVVBI7AxPAu7YnrjSGoszuaEiRzZe8tqKa7hHQGaAjPTSA5pK7+moFB1id6Y6Snc0JQNTWVs77R7SuMOpQmMboz07lDKlpvlOwHzJRC9NmQYNoZnaUA0FbNdm9oMt+bUt0Vz0I3PjgDTMjqz0kLDrbZXnrNzO906HK9ttJeLhWQgrRZB3HyhsWZLFLUQn80Jw6nMCBzvF42jaTEaML03LgW7Y9JQ2L0PdkT3x/aoAdgWmYEtnQdhc6dMbAzPwufh2fis42BsCMvBJ2G5WB+ai3UdhmBdhyH4KGQoPgoZirUhw+wO+v/ouetDc/FJmAKVP+s4GJ+HZ2NjeBY2d8rEls6DsC0yA9ujBmBHdH8Udu+D3TFp2BuXogHNR9NicLxfNE5lRuBsTpit5VzaUnnzhcbaghk9cKabh8IgJc9Pn+t6aYKAzo4iNjSlgiblk3d3BNjAHUVtzKmPa1ObicJNGTxvDM/C2pBhAjzPbzlOLK5QzrPe5U9xG//VROvyf0cq36SsZ3I935jpaXP3y0WDUnSOaeSGVCR6d0eAMqbLaon89rM5YTiSGotdMb2xMTwLq4JGiEUuZ84v81uOw1v+o7EmeLj43Y/3i8b5vEBb5nwZ8PnG7TdQtGd8tbxgrKp5Yu+3M0whjCGENsqup8+yGhdUOr82bs5qhKtTfPDz2DY4NywYpzIjcKxPdxxI7CkKzTZ30mbK6ssJ9XmyzkRymBUUGjnkaJu2nA0tx3KcSO+CM9kd8dPwIM1OiZuzGikLV3JRoRmIPtDNOJrDIK6holENjm5GnQbSuvIpzVbqMkqnDAunKJ+zPIVTRkdZRVIyXNYXSTlTIqWDzYZZnibA+X5AZ4cxG3rwLEdY2PSOAAAgAElEQVRtqIvSpuBZLRgsfaWOkskp7ZT6aXgQzmR3xIn0Lpq4DX3WM+W1GznSjIoGnYnc0Oe2m5UNfhKm7FKg4tADiT1xrE93nMqMwLlhwfh5bBsFPs9qpMBnOSaLrsH03QxOwufb9wqq7U6ZqponLBYrHnvMo9wQ2qiY0AhC+3v010DoSGueBkKneowTEJrKCWk35hRv+/xwR5EcWyMH2hUUmrmhf53YUmRD35rdwJYNvchVG8tBIFqXD60vKtSD6PJmRFcFxKwQkDaD0mZgWnZNS4DaDlTrgHWFDt1r6f8tDWCWHc160GwCmysCnKty8cDZjGdHhcUa8CznPH9QRxO3cXeRq8h6vjW7gch6pkVNR65n2oW7NXKg05EbM6SdzKN1ZYP91bxnGT5HWvM08Nnfo79T8Lk8sRt0DnzsMQ8G0KxKiwE064Fp2rRpqFGjBq5evap5/OWXX4bFYsHp06fL9Xp0wbh752A7+CIg9OnBCihSM5bvLqmF69O9xfb4fT2SsTVyINaGDBMOxedVh6IeEum3xy9qMwbvBebhs46DRTnhqcwIXB7jj1tz6is3Ch/WVXL5qJywrEgOclZSQeGXvkqhmeqGlrOhSxISsSO6Pz7rOFiTjztHLWYziuXQxxTMkFw5iyUQTdEcBO7OZHcU0Rw3ZzVS4kYK1O3ZGzxFbMOtf8ZqXdG6rOgyYbTeBXV2qHBHEwgSWV0EpOWcLpMVa9oudXmMv7JqPSwYP+aG4nRWOE4O7IwT6V1wvF80jvXpjiOpsTiU3AMHEntif68ElCQkYl+PZOyNS0FRbCp2x6RhV0xv7IrpjcLufcTxTbe+4pAfp+fujklDUWwq9salYF+PZJQkJGJ/rwQcSOyJQ8k9cCQ1Fsf6dMfxftE4kd4FJwd2xumscPyYG4pzw4JxYWR7XB7jr9k2aehY0ef3qVnOdwqDxI0quZxFkaDOrej0e6Xmc5LbWcRsbGulLKCscse9AiWL8+asRiJq40x2R7GQQlEbBJ4Xq+B5djk/x3Oaa3POP+s4GDui+6MkIVGT9Sxczx/Uwb0vfbVFgyblofrc9tLiSOVv/LAu7i6phVtz6uPyGH+cyowQZYOfdRyM99TCU7OYH4LPU7wVSEE7LNaGDMPWyIHY1yNZxPxcn+6tvL9qRvWtf8aKwkGj89/unYOr5QVjVc0Te/b9rkwYo4HQlybYIDQVE8oFqgSh1QLVa1Ob4edxrXA+L1CUmx1MisfeuBR83bUftnQehA1hORrYZXQTogddRqWnetAluyxlN/QCFXbpS6tom7ZRLIddPrTRDorl2qIqAaIlJ5xY1CIXnBzP4cAVXV4YbZQFaeRq07jZyoDSZZVPyYDaUQGVpoTKicMw81Of76nL9XSqPMqsOMoAOJuVRjkLF5zK85bBAWV5EzSgckFyqslRG3rwbLQjSsp5NovbkLOeZUfaAgPXs7w7wdHCkD5yw6hscGHrsZpFoQ1hOdjSeRC+7toPe+NScDApXpSFns8LxM/jWimL/1QMTPBZXwys7kC4dnaoMDo4A59vli7Cnn2/43kCMoB2xWOPeTgNod1qNTeF0A3dI0whdDuPgQhxz0FH61BEWvPKLCeUF6qn6RY19PFL1AmiLyh05Ia+mB+g7JrTZ0PTAqQcy7HK3TgfWioqdNoRrV536kF0WTC6PGBTP2+UBaQdQWmHYFqG0zKgliG1Eaw2O/Tw2OzQv7b878q/j/R7moFmR7DZGeBcmffGmSxvMZ/Lc3lZjme5YNAo53mVuzZuQ13QtMt6HtdKRDk543r+rONg0Umkj3WSzQcUw0bMoayywUhrHjpahyLEPQftPAaawueG7hGm8NmtVnOn4bMCoF2r5TzBenjEAJr1wJSQkIB27drZPf73v/8dFosFn332WbleT4CFzQmarFZTCL0jAPfW1cOdhW64/pwXLuYH4ER6F01Ga4Ga0fqij+OM1mebKsCL8mXXh+biqy7pKElIxIn0Lvh5bBtbtqxaTmgUyWEKulQ39O0D3ZTfW3JD33yhMX6Z4IfTWeE4khorsqHXh+ZiRfuRdrEc5ByV3dD6okIjEE3RHF937Yfi+CThiD6fFyha2EtfqaNcmEo3RXd2trd3RZOr1knAqcn0Ut3RVGKoAdLqirbI8HJ0UUEZXnPqi/bia9OaiFXtn8e1wuUx/riYH4ALI9vjp+FBODckBD/mhuJsThjOZHfE6axwnMqMwMmBnfFDRiR+yIjEifQupgc95+TAzjiVGYHTWeE4k90RZ3PCFLA8JAQ/DQ/ChZHtcTE/AJfH+OPnca2EG+XatCairVzcDOgz+nQ3A5qMPmosV4GzKBGU3o+y4jUMFwikrFxyO9/Z2V4L5xYrhZrXn/PCrxNb4nxeoHA8F8cniWJNitowAs9GBYPkBpKd/BS3saL9SKwPzRVZz0dSY3E6Kxy/TPBTvo+S6/nujgDFQUyuZ7OFIaPIDals8OYLjfHz2DY4kd4FJQmJ+KpLOtaH5oqc9jnNx4voELOMeSpKLNBlzJ9I74KL+QG4/pyXci5ZV8+2q8IBfL56aQL2bE6olheMVTVPFO0Z7zSUEedhFUKLYkL5c76+Ae69rwDZO3+wKmVn073xywQ/XBjZHmeyO+L7/lE4nBKHfT2S8U23vmK7P5WcFQTkG27DLO9Wf2fd0AQnKC+UYjl2x6ShJCERh1PihDvux9xQbZSP6ozT7KyQM0IpP14XzSGfe4ziOfRZ0RWF0WUBaf0NrCGUNgLTejjtTN6nnMlplvfpKMdTD5WdyfGUXXBG26pN8jvNsjvLAxccjb8hONDFbIg5XR+1IfdC6MEzdUNQwaAaxfVjbqhwpR1OiUNJQqKI4KLvH0XimGU9V8T1bBaNI8clFKh5z1Q2uDVyIL7p1hf7eiTjcEocvu8fhTPZHXFhZHv8MsFPWfyZU1+Z85eqC8vrG2ius0ThIMFnaR5z5jxXXXfKVNU8oQBoa5VAaLmckCB0sHs2OlqHopN1BLpa8w1zoQlCy+WEFMkxWy2q1kdylNcN/WNuKM7nBYpsaFp81JgcFuhiOajotDIg2iBf3sgVfT+yossLpM2gdJlgWppjDCG1Eayu6GHwuvp/W/69HIFmM9h8v4FzeReSDReR9TFbFQHPqz20cRsLDOI2JvuKrOfzeYGa+cVZ17NR5AbFr9GuNyobJPhslPfc1ZqPTtYR6GgdimD3bAGf5bLBqoDPjz1mZQDNqrQYQLMemAIDAxEfH2/3+OHDh2GxWPD222+b/uyFCxdw6NAhzfHpp58q2Z7rQhWIZAShVXhERX93dwTg3moP3F3kihszPXF5jD9ODuyM/b0S8FWXdKzrMATvtHsKb7R6GrObj9eUATzVyAaOqBiEygkLAvKxNmQYtnQehL1xKfghIxIX8wNs5YTvKpEcYqv/qUyHW/3t3NBSNvS9AgXsXZnsi/N5gTiR3gUHEnuisHsfbIrI1EQYUHauWWnbaAcgepFakPNRyFBsDM8SjujDKXGiGOfnsW208RwFtZRJfYOnKC28XRItyuzKA6NNt+uauKbEdl39NisqlVpXz7bNarl60UFbrRYo7calr9RRtlypkPrmC41xY6Ynrk/3xrVpTXBtajNcneKDq1N8cGWyL64801wcv05sKQ758SuTfcXPXJvaTIHK071xY6Ynbr7QWMDl2/PqovSVOkob+QI329bHZSrooe2PaiGYXQ6ferGvKQYzch+WEa1RJnSm8siSaFup4AZP5X0v0MZs/Dy2jShoO5wSJxzPG8OzRCnfIgfg2SzneZpBlvnakGHYFJGJwu59cCCxJ06kd8H5vEBcmeyL0lfqKJ9NKevZKdczReOokRt3drZXLl7frSXKBi/mB+CHjEjsjUvBls6DsDZkmFjImuU7ocxzyGzVuf2OWpT4VZd07O+VgJMDO+PyGH/cmOmpZLCv9lDgMxUkSotYevh8/Yd0FK8LrZYXjFU1T+wuHKE555QFZ+yigfSLLZRRr7r87yxww+259cSCy8X8APyYG4oT6V005YRfdUnHxvAsrA/NNSwn1Edy6MvOZPhl5obWAzB5qzaVnsmxHNsiM4RDjvKhKerHLlOeQLTsiH63ll00h90imBzPoT8vmSyGlQdGl3fLtR2Ulm9yK5L9qdtOrckANcsDNXmO2TbrCmV3SuDBmaIoZ+GOM/DAzq2mn7fVmA3TxWRyPKvbojWOZx14PjckRERtyTnP33TrKwqJZSiwTC0hpl0IZgtAzn73aAFIjtwwKhtcH6oAwa+6pGvKBk+kd8GPuaG4mB8gFvhvz61nu65a5S46Gxwu8jsoHNTD52vX52B34QieJ6R5wmKpqQLo8kFofRxHHbcAPGENRj1rBwGhqZyQIDSVEwa7ZyPUfQg6WUeIckI5F9qsnNAokmNB67FYop7n5YLCstzQ+g6Ry2P8lU6Aqc2ECeL2vLrK9ak+H5oWIWUThJMgWixKOpE7f78jOpwF0noo7QyYlg8Z+hrC6koeRq9v9Hs4A5r1c8H9As7ORmw42+9QVtSGDJ415iRazNTnPL/mIfoDrj/nhWtTm+HXiS1tu2aljqGyXM9y0eCygHwsUXs/jCI3zMoG5bxnKhvsZB2BUPchCHbP1pQNEnx+0qOrgM/1rB3whDUYddwCKhy7QfBZAdA1q+U8wXp4xACa9cDk5+eHlJQUu8dPnDgBi8WCP/7xj6Y/+9JLL6kXh/bHutmeKF4Xij2bE7B752DsLhqDPcXTsPfbGdhTPA1FeyZhd+FQFG3rg30bOqPkXR/sf90dJTNdsHdsPRRm+mJLUiA+jo7EitB4LApIw1y/dDzrk4nx3tkY6ZmDnIa5yGyQi4z6uUivl4uB9XOR3TAXwxrlYIzXYPyuaTZeaD4Qr7Xui7faJ+ODTt2wMS4M2/u2wa6hXiieUAclL7pg/xseKFnWFN9+GIw9X8SgaHs/7C4cgaI9k7D32xnYV/I89pU8r/zu+36H3bvysXtHJvZsTkDxx2Eoed8P+99siP0v10LJVFfsGdUAhdk++CqtLTbGheHDzl2xIjQeS9qn4LXWffFSyww865OJSU2yMdprMIY3zkFuQ+V3H1hf+Xsy6iv/O7NBLnLUv+mpJ3Mw1mswnmmajZm+gzDHLx2vtemLN9ul4t3gXlgdHoOPoyPxRY9Q/D2lHb7OaIldQ7yxZ1QDfDvZHSUzamL/3JrY/4YH9r/ZECXLffHtmgAUfxyGvZ93xZ4tScrfvnMwdu/KR9GeSdiz73diDIr3v2R3aMZGfV+L9oxXxqhwhPJa/5OBom19sGdLEvZ80QN7P++KfRs6o3hdKL79IBAlK1ujZEVL5TNQ4IX9bzVWxvNP9bD/j3Ww/3V37H/Niv0v18L+eTWx//cu2D/bBftfckHJiy4oed4FJTNdUDKjpnJMr2U7npUO+XF67kz1519UXm//bBfl9efVVP6916zKv//HOsrv82ZD5fcr8ELJuz7K772yNb79IBDF60Kxb0NnZSy/6KGM57Y+2P0/Gco4FI5Qx3W8Mrbq94HG0Gx86XNXtGeSMq47B6Noez/s2ZKEvZ93RfHHYfh2TQBKlvsqv98bHtg/V/n7vp3sjj2jGmDXEG98ndESf09phy96hOLj6EisDo/Bu8G98Ga7VLzWpi/m+KVjpu8gPNM0G2O9BuOpJ3MwrJHte6b/bGY3zEVuw1wMb5yD0V6DMalJNp71ycRLLTPwWuu+WNI+BStC4/Fh567YGBeGr9LaojDbB3tGNUDJVFdlfN9siJL3/VD8cZhyrtiRid278jWfOxoD5ZwxQvnbv4jBtx8Go2RZU+X7+6ILiifUwa6hXtjetw02xoXhg07d8Fb7ZLzWui9eaD4Qv2uajTFegzGsUY74rqXXU/4e+p6N9MzBeG/l75jrl45FAWlYERqPj6MjsSUpEIWZvtg7th5KZroo56t3fbBvQ2flfS4cqnlf9xRPw+6iMdi9c7ByrlgXinWzPZUFuuLiqjyt33dV1Tyx+i+91HPtePGeF+9/CSUHfo+Sg/Nsx4Hfo3j/S7bPQdEYZby398OezQnY+1kUiteFKueSZU2V7+prVuyf7YKS6bVQPMlD+R4M9cLOjBbY3tsfX/YKwudxHbEuqgtWh8dgRWg83g5KwsK2aZjfuh/m+KXjheYDMd0nE79rloUJTZTPz1NP5iDPMwdDGymfmWz1oO/IQOncTf9fTsNcDG2kfFdGeirz03jvbDzTNBv/1SwLM3wHYVaLDMz1S8f81v2wwL8PFgek4u2gJLwbkoD3w+LwQadu+Dg6Ehu6R+CL+A7YkhSI7b39sWOAHwqzfbBrqBf25DfEvnF1lfP9s7WU89rcmspY/LGOcn4o8ELJcl/beevjMOzb0Bl7vojBns0J2LM1VZkHdmRid+FQ5bxVNMbheavkwO/t3rMD/5xveGjeV/W9pcNoXqHv0p7iadiz73fiXEhzTdGe8crnoWiMcn6ko3CEdAzVHjsHO3/of1Z+XfnfU38H+p3od6Tfmf4G+pv05315HPRj5NRYSmNoOi8XjbGNx45M5fuzNVV537+IUeblj8Ns8/JyX2VOfrOh8vl5zarMLS+6oOTZWvh2sjv2jauLPfkNsWuoFwqzfbBjgB+29/bHlqRAfBHfARu6R+Dj6Eh80Kkb3g+Lw7shCXg7KAmLA1KxwL8P5rfuh7l+6ZjVIgMzfAfhv5pl4Zmm2RjvrXzfRnrmYHjjin3f8jyV66YxXoMxoUk2ftcsC9N9MvFC84GYo37XFrZNw9tBSVgRGo/V4TFYF9UFn8d1xJe9grC9tz92ZrRQvlujGqB4kgdKptdSrhNes2L/n+qhZFlTlKxsjeJ1odj7WRT2bE5QryGHqp+HSU6d15TP9XjsLhyB1X/pxfOE5nBRYYureliVXGiLh3I8VkdAmhoCSDeUYLQ33Gr6wFqzOdxrtURt1zao49oWT7gFop41CA2tYWhs7QQvaxSaWLvDxxqHFtYEtHJLQlu33gh07Ytg1/4Ic81AZ9dBiHbLQow1G/Hug5FYOwepdXPQ7wnlWiJb+uyN9hqMcep5fpqP8Xl+UUAa3mqfjGXBvbAiNB5/DY/F2s5d8XF0JD6LCccXPULxZa8gbEsNwPa+bfB1RkvlfD/EG0UjnsSeUQ2wb1xdFE/ywLdTrMp17YvSdSyd+xc3wP63Giuf1+W+KHnfDyV/bYtvPwwWc4C4dpXngf/J0M4F6rlOzAfquU0+r9md05w4lzlz2M0dBnOIPI8Y3avIB/3OZoeYd5w4ynoto3/f6PfU/y1mf/N9G0eDuVfz94v5drxtjpXmkN3/k6GbR6R7vI/DlOv0v7ZVPm/LfZXrs7caK59HmlPU+7qSF5X7uG+nWFE8yUOZW0Y1QNGIJ7FriDcKs33wdUZLbO/bBttSA/BlryB80SMUn8WE4+PoSKzt3BV/DY/FitB4LAvuhbfaJ2NRQJrhPDPNR5lnxnkr9+F0TZfdUPke93siF6l1c5BYOwfx7oMRY81GtFsWOrsOQphrBoJd+yPQtS/auvVGK7cktLAmwMcahybW7vCyRqGxtRMaWsNQzxqEJ9wCUce1LWq7toF7rZaw1mwOt5o+qOXiLUHnhqjxeAPU0ADnOuIcR+c82zmwpnperH7zBOvhEQNo1gPT/XYszJs3z8FFJB988MEHHytWrKjK0/p9F88TfPDBBx//2YPnCZ4n+OCDDz4cHdVtnmA9PGIAzXpgut+Zbf/4xz9gsVjw4Ycf2l1M/l86aOvgp59++sB/Fx4DHoeH4eBxOIQPP/wQFosF//jHP+7XKfw/Ip4n+DvBY8DjwOPwnzl4nlDE8wR/J3gMeBx4HIyP6jpPsB4eMYBmPTBNnTrVsLWanAcVba0+dOj/diYRjwOPAYnHQRGPQ/UdA54nqkY8DjwGJB4HRTwO1XcMeJ6oGvE48BiQeBwU8TjwGLAqLwbQrAem3bt3w2Kx4PXXXxePlZaWonXr1oiMjCz36/EJURGPA48BicdBEY9D9R0DnieqRjwOPAYkHgdFPA7Vdwx4nqga8TjwGJB4HBTxOPAYsCovBtCsB6pBgwbBxcUF06ZNQ0FBAaKjo+Hi4oIdO3aU+7X4hKiIx4HHgMTjoIjHoXqPAc8T9188DjwGJB4HRTwO1XsMeJ64/+Jx4DEg8Tgo4nHgMWBVXgygWQ9Ut2/fxtSpU+Hl5QVXV1d06tQJmzdvrtBr8QlREY8DjwGJx0ERj0P1HgOeJ+6/eBx4DEg8Dop4HKr3GPA8cf/F48BjQOJxUMTjwGPAqrwYQLMeGV24cAEvvfQSLly48KB/lQcqHgceAxKPgyIeBx4DEo+DIh4HHgMSj4MiHgceAxKPgyIeBx4DEo+DIh4HHgNW5cUAmsVisVgsFovFYrFYLBaLxWKxWFUiBtAsFovFYrFYLBaLxWKxWCwWi8WqEjGAZrFYLBaLxWKxWCwWi8VisVgsVpWIATSLxWKxWCwWi8VisVgsFovFYrGqRAygWSwWi8VisVgsFovFYrFYLBaLVSViAM2q9iotLcWzzz4Lb29vuLm5oXPnztiyZcuD/rUqrT179mD8+PFo37493N3d4ePjg0GDBuHYsWN2zz1y5AiSkpLg4eGB+vXrY8iQIbh48aLd83777Te8+uqraNGiBVxdXREcHIzVq1f/J/6c+6b//u//hsViQWBgoN3/V1hYiK5du8JqteLJJ5/ExIkTcf36dbvnVdfPTHFxMfr06YP69evDarUiMDAQixYt0jznUR+D7777DllZWWjatCmsVivatm2LOXPm4ObNm5rnPSrjcP36dcyaNQtJSUmoX78+LBYL/vKXvxg+tyrOA86+5sOuh/19rqh4njAWzxM8T/A88RfD5/I8Ya6H/X2uqHieMBbPEzxP8DzxF8Pn8jzBqkoxgGZVe2VnZ8PFxQVTp05FQUEBoqKi4OLigp07dz7oX61SysjIgJeXFyZOnIhly5Zh7ty5ePLJJ+Hh4YF//vOf4nlnzpxBo0aN0KpVKyxatAjz5s1D/fr10aFDB9y5c0fzmjNmzIDFYsGoUaPw5z//GWlpabBYLFizZs1/+s+rkM6cOQN3d3d4eHjYXTCWlJTAzc0NYWFhWLp0KZ5//nm4uroiOTnZ7nWq42fmyy+/RK1atRAZGYkFCxbgz3/+M6ZPn45p06aJ5zzqY3D69GnUq1cPzZs3xyuvvIKCggKMGDECFosFffv2Fc97lMbh5MmTsFgs8PX1RVxcnOkFY1WcB8rzmg+7Hvb3uaLiecJePE/wPMHzBM8TFdHD/j5XVDxP2IvnCZ4neJ7geYL1YMQAmlWtVVRUBIvFgtdff108dvv2bbRq1QpRUVEP8DervAoLC+1Oyt999x1cXV2Rm5srHnv66adhtVrx//7f/xOPbd26FRaLBQUFBeKxs2fPombNmhg/frx47N///je6d++OZs2a4V//+lcV/jX3R1lZWYiPj0dsbKzdBWNKSgq8vb1x9epV8diyZctgsVjw5Zdfiseq42fm6tWrePLJJzFgwAD89ttvps97lMcAAObNmweLxYJDhw5pHh82bBgsFgt++eUXAI/WOJSWluKnn34CAOzdu9f0grEqzgPOvubDrurwPldUPE/Yi+cJnid4nuB5oryqDu9zRcXzhL14nuB5gucJnidYD0YMoFnVWtOmTUONGjU0EwMAvPzyy7BYLDh9+vQD+s2qTh07dkTHjh3Ff3t6emLQoEF2z/P390fPnj3Ffy9ZsgQWiwWHDx/WPG/16tWwWCwPzQqtmXbs2IEaNWrg4MGDdheMV69ehYuLi2b1HgDu3LmD2rVr46mnnhKPVcfPzNKlS2GxWHDkyBEAwI0bN+wuHB/1MQCA6dOnw2Kx4NKlS3aPP/7447hx48YjPQ6OLhir4jzg7Gs+7Kpu7/P9EM8TPE/wPMHzhF48T5irur3P90M8T/A8wfMEzxN68TzBqmoxgGZVayUkJKBdu3Z2j//973+HxWLBZ5999gB+q6rTv//9bzRt2hSJiYkAlNVHi8WCV1991e65Q4YMQYMGDcR/5+fnw8PDA//+9781z/v+++9hsVjwpz/9qWp/+UroX//6F0JCQjBmzBgAsLtg/Oabb2CxWLB27Vq7n+3WrZvmArs6fmYyMjJQt25dbN26Ff7+/rBYLPDw8MDYsWNx+/ZtAI/+GADApk2bxPa4kpISnD59Gh988AHq1q2LyZMnA3i0x8HsgrEqzgPlec2HXdXtfa6seJ7geYLnCZ4neJ4on6rb+1xZ8TzB8wTPEzxP8DzBehBiAM2q1goMDER8fLzd44cPH4bFYsHbb7/9AH6rqtPKlSthsVjw7rvvArBNIO+//77dc6dNmwaLxYLS0lIAQFpaGvz8/Oyed/PmTVgsFsyYMaNqf/lK6M0338QTTzwhygr0F4wfffQRLBYLvv76a7ufHTRoELy8vMR/V8fPTEhICNzd3eHu7o6JEyfi448/xsSJE2GxWJCdnQ3g0R8D0ty5c2G1WmGxWMTx/PPPi///UR4HswvGqjgPlOc1H3ZVt/e5suJ5gucJnid4nuB5onyqbu9zZcXzBM8TPE/wPMHzBOtBiAE0q1rLz88PKSkpdo+fOHECFosFf/zjHx/Ab1U1Onr0KOrWrYuoqCiRq/T111+brs6++OKLsFgs+PXXXwEA8fHxhquzv/32GywWC5555pmq/QMqqMuXL6NBgwb4wx/+IB7TXzC+//77sFgsKCoqsvv5oUOH4oknnhD/XR0/M35+frBYLBg7dqzm8TFjxsBiseC777575MeAtHLlSiQlJeHPf/4zPv74Y4wcORKPPfYYFi9eDODR/iyYXTBWxXmgPK/5sKu6vc+VEc8TPE/wPMHzBM8T5Vd1e58rI54neJ7geYLnCZ4nWA9KDKBZ1VrVbcWxovrpp5/g5+cHHx8f/Pjjj+Lx/x86fKYAAAb7SURBVAuOhbFjx6J169aaApX/a46FwMBAWCwW7NixQ/P4jh07YLFY8N577z3yYwAAa9asgdVqxZkzZzSPjxgxAu7u7rh8+fIjPQ7sWKiYqtv7XFHxPMHzBM8TPE/wPFExVbf3uaLieYLnCZ4neJ7geYL1IMUAmlWtVd0ylyqiK1euIDQ0FA0aNLAL+i9vVpO7u3u1ymz77rvv8Pjjj+NPf/oTTp48KY7IyEj4+/vj5MmT+Pnnnx/pnC4A6NWrFywWC/73f/9X8/jRo0dhsViwcOHCR34MAKB79+6Ijo62e3z9+vWwWCzYunXrIz0O9yuzzZnzwKOU2Vbd3ueKiOcJnid4nlDE8wTPExVRdXufKyKeJ3ie4HlCEc8TPE+wHpwYQLOqtaZOnWrYOjtv3jxYLA9f62x5dfv2bXTv3h3u7u74xz/+Yficxo0bmzbLyquxb775JiwW+7bav/71r6YrvA9a27dvh8VicXg888wzuHLlisOm4pEjR4rHquNnZsaMGbBYLNi2bZvm8W3btsFiseCvf/3rIz8GgPKZjoyMtHt87dq1sFgs2LRp0yM9Do5aq6viPODsaz7sqm7vc3nF8wTPEwDPEySeJ3ieqIiq2/tcXvE8wfMEwPMEiecJnidYD04MoFnVWrt374bFYsHrr78uHistLUXr1q0NJ5bqpH/961/o27cvXFxcsHHjRtPnjR07FlarVTO50Yrr0qVLxWNnzpxBzZo1MX78ePHYv//9b3Tv3h1NmzYVOXAPky5duoRPPvnE7ggMDISvry8++eQTHDx4EACQnJwMb29vXLt2Tfz8O++8Iy4kSNXxM/Ptt9/CYrEgJydH8/jgwYPh4uIitlE+ymMAAL1790atWrVw7NgxzeP9+/fH448//siPg6MLxqo4Dzj7mg+7qtv7XB7xPMHzBInnCUU8T/A8URFVt/e5POJ5gucJEs8Tinie4HmC9eDEAJpV7TVo0CCxQllQUIDo6Gi4uLjY5VtVNz3zzDOwWCzo06cPVq5caXeQTp8+jYYNG6JVq1b405/+hJdffhn169dHcHCwXaYSZS2NHj0ay5YtQ1pamljxrk7SZ7YBQHFxMVxdXREWFoalS5fi+eefh5ubGxITE+1+vjp+ZkaOHAmLxYLMzEwsWbIEgwYNgsViwXPPPSee86iPwY4dO1CjRg14enri97//PZYsWYKUlBRYLBbk5+eL5z1q47B48WLMnTsXTz/9NCwWC9LT0zF37lzMnTsXV65cAVA154HyvObDrurwPldEPE+Yi+cJnid4nuB5ojyqDu9zRcTzhLl4nuB5gucJnidY/1kxgGZVe92+fRtTp06Fl5cXXF1d0alTJ2zevPlB/1qVVmxsrMOtYrIOHTqExMREuLu7o169esjNzcX58+ftXvO3337Dyy+/jObNm6NWrVoIDAzEqlWr/lN/0n2T0QUjAOzcuRPR0dFwc3ND48aNMX78eM2qNak6fmbu3r2L2bNno3nz5qhZsyZat25t2Kr8KI8BABQVFSElJQVeXl6oWbMm/P39MW/ePNy7d0/zvEdpHJo3b256Hjh58qR4XlWcB5x9zYdd1eF9roh4njAXzxM8T/A8wfNEeVQd3ueKiOcJc/E8wfMEzxM8T7D+s2IAzWKxWCwWi8VisVgsFovFYrFYrCoRA2gWi8VisVgsFovFYrFYLBaLxWJViRhAs1gsFovFYrFYLBaLxWKxWCwWq0rEAJrFYrFYLBaLxWKxWCwWi8VisVhVIgbQLBaLxWKxWCwWi8VisVgsFovFqhIxgGaxWCwWi8VisVgsFovFYrFYLFaViAE0i8VisVgsFovFYrFYLBaLxWKxqkQMoFksFovFYrFYLBaLxWKxWCwWi1UlYgDNYrFYLBaLxWKxWCwWi8VisVisKhEDaBaLxWKxWCwWi8VisVgsFovFYlWJGECzWCwWi8VisVgsFovFYrFYLBarSsQAmsVisVgsFovFYrH+fzt2LAAAAAAwyN96FPsKIwAAFgIaAAAAAICFgAYAAAAAYCGgAQAAAABYCGgAAAAAABYCGgAAAACAhYAGAAAAAGAhoAEAAAAAWAhoAAAAAAAWAhoAAAAAgIWABgAAAABgIaABAAAAAFgIaAAAAAAAFgIaAAAAAICFgAYAAAAAYCGgAQAAAABYCGgAAAAAABYCGgAAAACAhYAGAAAAAGAhoAEAAAAAWAhoAAAAAAAWAhoAAAAAgIWABgAAAABgIaABAAAAAFgIaAAAAAAAFgIaAAAAAICFgAYAAAAAYCGgAQAAAABYCGgAAAAAABYCGgAAAACAhYAGAAAAAGAhoAEAAAAAWAhoAAAAAAAWAhoAAAAAgIWABgAAAABgIaABAAAAAFgIaAAAAAAAFgHvOIA6x98TiQAAAABJRU5ErkJggg==\" width=\"1200\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7f9d92860550>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#define 3 plots\n",
    "fig, ax = subplots(1, 3, figsize=(12,4))\n",
    "\n",
    "import copy \n",
    "ref_10 = cal.fake_calibration_image(ai, W=1e-4)\n",
    "jupyter.display(ref_10, label=\"dist=1.0m\", ax=ax[1])\n",
    "\n",
    "ai05 = copy.copy(ai)\n",
    "ai05.dist = 0.5\n",
    "ref_05 = cal.fake_calibration_image(ai05, W=1e-4)\n",
    "jupyter.display(ref_05, label=\"dist=0.5m\", ax=ax[0])\n",
    "\n",
    "ai15 = copy.copy(ai)\n",
    "ai15.dist = 1.5\n",
    "ref_15 = cal.fake_calibration_image(ai15, W=1e-4)\n",
    "jupyter.display(ref_15, label=\"dist=1.5m\", ax=ax[2])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We test now if the sensot of the detector is not located at Z=0 in the detector referential but any arbitrary value:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Detector ShiftedDetector\t Spline= None\t PixelSize= 1.000e-04, 1.000e-04 m\n"
     ]
    }
   ],
   "source": [
    "\n",
    "class ShiftedDetector(pyFAI.detectors.Detector):\n",
    "    IS_FLAT = False  # this detector is flat\n",
    "    IS_CONTIGUOUS = True  # No gaps: all pixels are adjacents, speeds-up calculation\n",
    "    API_VERSION = \"1.0\"\n",
    "    aliases = [\"ShiftedDetector\"]\n",
    "    MAX_SHAPE=1000,1000\n",
    "    def __init__(self, pixel1=100e-6, pixel2=100e-6, offset=0):\n",
    "        pyFAI.detectors.Detector.__init__(self, pixel1=pixel1, pixel2=pixel2)\n",
    "        self.d3_offset = offset\n",
    "    def calc_cartesian_positions(self, d1=None, d2=None, center=True, use_cython=True):\n",
    "        res = pyFAI.detectors.Detector.calc_cartesian_positions(self, d1=d1, d2=d2, center=center, use_cython=use_cython)\n",
    "        return res[0], res[1], numpy.ones_like(res[1])*self.d3_offset\n",
    "\n",
    "#This creates a detector offseted by half a meter !\n",
    "shiftdet = ShiftedDetector(offset=0.5)\n",
    "print(shiftdet)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Detector ShiftedDetector\t Spline= None\t PixelSize= 1.000e-04, 1.000e-04 m\n",
      "Wavelength= 1.000000e-10m\n",
      "SampleDetDist= 1.000000e+00m\tPONI= 5.000000e-02, 5.000000e-02m\trot1=0.000000  rot2= 0.000000  rot3= 0.000000 rad\n",
      "DirectBeamDist= 1000.000mm\tCenter: x=500.000, y=500.000 pix\tTilt=0.000 deg  tiltPlanRotation= 0.000 deg\n"
     ]
    },
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\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) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        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\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\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"
    },
    {
     "data": {
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\" width=\"640\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7f9d9291f198>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "aish = AzimuthalIntegrator(dist=1, poni1=p1, poni2=p2, detector=shiftdet, wavelength=wl)\n",
    "print(aish)\n",
    "shifted = cal.fake_calibration_image(aish, W=1e-4)\n",
    "jupyter.display(shifted, label=\"dist=1.0m, offset Z=+0.5m\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This image is the same as the one with dist=1.5m\n",
    "The positive distance along the *d3* direction is equivalent to increase the distance. \n",
    "*d3* is in the same direction as the incoming beam.\n",
    "\n",
    "After investigation of the three translations, we will now investigate the rotation along the different axes.\n",
    "\n",
    "## Investigation on the rotations:\n",
    "\n",
    "Any rotations of the detector apply after the 3 translations (*dist*, *poni1* and *poni2*)\n",
    "\n",
    "The first axis is the vertical one and a rotation around it ellongates ellipses along the orthogonal axis:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Detector Detector\t Spline= None\t PixelSize= 1.000e-04, 1.000e-04 m\n",
      "Wavelength= 1.000000e-10m\n",
      "SampleDetDist= 1.000000e+00m\tPONI= 5.000000e-02, 5.000000e-02m\trot1=0.200000  rot2= 0.000000  rot3= 0.000000 rad\n",
      "DirectBeamDist= 1020.339mm\tCenter: x=-1527.100, y=500.000 pix\tTilt=11.459 deg  tiltPlanRotation= 180.000 deg\n"
     ]
    },
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\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) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        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\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\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"
    },
    {
     "data": {
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\" width=\"640\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7f9d927cf780>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rotation = +0.2\n",
    "ai.rot1 = rotation\n",
    "print(ai)\n",
    "img = cal.fake_calibration_image(ai)\n",
    "jupyter.display(img, label=\"rot1 = 0.2 rad\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "So a positive rot1 is equivalent to turning the detector to the right, around the sample position (where the observer is).\n",
    "\n",
    "Let's consider now the rotation along the horizontal axis, rot2:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Detector Detector\t Spline= None\t PixelSize= 1.000e-04, 1.000e-04 m\n",
      "Wavelength= 1.000000e-10m\n",
      "SampleDetDist= 1.000000e+00m\tPONI= 5.000000e-02, 5.000000e-02m\trot1=0.000000  rot2= 0.200000  rot3= 0.000000 rad\n",
      "DirectBeamDist= 1020.339mm\tCenter: x=500.000, y=2527.100 pix\tTilt=11.459 deg  tiltPlanRotation= 90.000 deg\n"
     ]
    },
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\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) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        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\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\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"
    },
    {
     "data": {
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\" width=\"640\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7f9d927d4a58>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rotation = +0.2\n",
    "ai.rot1 = 0\n",
    "ai.rot2 = rotation\n",
    "print(ai)\n",
    "img = cal.fake_calibration_image(ai)\n",
    "\n",
    "jupyter.display(img, label=\"rot2 = 0.2 rad\")"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "So a positive rot2 is equivalent to turning the detector to the down, around the sample position (where the observer is).\n",
    "\n",
    "Now we can combine the two first rotations and check for the effect of the third rotation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Detector Detector\t Spline= None\t PixelSize= 1.000e-04, 1.000e-04 m\n",
      "Wavelength= 1.000000e-10m\n",
      "SampleDetDist= 1.000000e+00m\tPONI= 5.000000e-02, 5.000000e-02m\trot1=0.200000  rot2= 0.200000  rot3= 0.000000 rad\n",
      "DirectBeamDist= 1041.091mm\tCenter: x=-1527.100, y=2568.329 pix\tTilt=16.151 deg  tiltPlanRotation= 134.423 deg\n"
     ]
    },
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\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) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        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\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\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>"
      ]
     },
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     "output_type": "display_data"
    },
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\" width=\"640\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7f9d927add30>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rotation = +0.2\n",
    "ai.rot1 = rotation\n",
    "ai.rot2 = rotation\n",
    "ai.rot3 = 0\n",
    "print(ai)\n",
    "img = cal.fake_calibration_image(ai)\n",
    "\n",
    "jupyter.display(img, label=\"rot1 = rot2 = 0.2 rad\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Detector Detector\t Spline= None\t PixelSize= 1.000e-04, 1.000e-04 m\n",
      "Wavelength= 1.000000e-10m\n",
      "SampleDetDist= 1.000000e+00m\tPONI= 5.000000e-02, 5.000000e-02m\trot1=0.200000  rot2= 0.200000  rot3= 0.200000 rad\n",
      "DirectBeamDist= 1041.091mm\tCenter: x=-1527.100, y=2568.329 pix\tTilt=16.151 deg  tiltPlanRotation= 134.423 deg\n"
     ]
    },
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\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) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        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\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\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"
    },
    {
     "data": {
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\" width=\"640\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7f9d9276b198>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rotation = +0.2\n",
    "import copy\n",
    "ai2 = copy.copy(ai)\n",
    "ai2.rot1 = rotation\n",
    "ai2.rot2 = rotation\n",
    "ai2.rot3 = rotation\n",
    "print(ai2)\n",
    "img2 = cal.fake_calibration_image(ai2)\n",
    "\n",
    "\n",
    "jupyter.display(img2, label=\"rot1 = rot2 = rot3 = 0.2 rad\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If one considers the rotation along the incident beam, there is no visible effect on the image as the image is invariant along this transformation.\n",
    "\n",
    "To actually see the effect of this third rotation one needs to perform the azimuthal integration and display the result with properly labeled axes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\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) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        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\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\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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width=\"1000\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:pyFAI.azimuthalIntegrator:Method requested 'None' not available. Method 'IntegrationMethod(2d int, pseudo split, histogram, cython)' will be used\n",
      "WARNING:pyFAI.azimuthalIntegrator:Method requested 'None' not available. Method 'IntegrationMethod(2d int, pseudo split, histogram, cython)' will be used\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7f9d92746cc0>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fig, ax = subplots(1,2,figsize=(10,5))\n",
    "\n",
    "res1 = ai.integrate2d(img, 300, 360, unit=\"2th_deg\")\n",
    "jupyter.plot2d(res1, label=\"rot3 = 0 rad\", ax=ax[0])\n",
    "\n",
    "res2 = ai2.integrate2d(img2, 300, 360, unit=\"2th_deg\")\n",
    "jupyter.plot2d(res2, label=\"rot3 = 0.2 rad\", ax=ax[1])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "So the increasing *rot3* creates more negative azimuthal angles: it is like rotating the detector clockwise around the incident beam.\n",
    "\n",
    "## Conclusion\n",
    "\n",
    "All 3 translations and all 3 rotations can be summarized in the following figure: \n",
    "\n",
    "![PONI figure](../../../img/PONI.png \"test\")\n",
    "\n",
    "\n",
    "**Nota:**: While the system (x_1, x_2, x_3) is direct, the rotation number 1 and 2 are indirect and rot3 is direct again. This is technical debt."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing time: 3.911s\n"
     ]
    }
   ],
   "source": [
    "print(\"Processing time: %.3fs\"%(time.time()-start_time))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.7 local venv",
   "language": "python",
   "name": "python3.7"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.2"
  }
 },
 "nbformat": 4,
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