TP1.ipynb 1.82 MB
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{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# TP1 : quantification, histogramme et égalisation, interpolation, couleur\n",
    "\n",
    "Dans ce TP, quelques images sont fournies, mais vous êtes fortement encouragés à récupérer et expérimenter sur d'autres images récupérées sur le web.\n",
    "\n",
    "Les TP de traitement d'images seront réalisés en Python3, à l'aide de la librairie [scikit-image](http://scikit-image.org/docs/stable/). Les tableaux utilisés  (`ndarray`) par cette librairie pour manipuler les images proviennent de la librairie [numpy](https://docs.scipy.org/doc/). L'affichage des images et autres figures est réalisé grace à [matplotlib](https://matplotlib.org/contents.html). La documentation de ces trois librairies vous sera donc bien utile.\n",
    "\n",
    "Dans ce TP, les questions seront indiquées dans un bloc **question**, et les réponses seront à donner dans le bloc **réponse**  situé en dessous du bloc de question. Vos réponses sont à rédiger en [markdown](https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet). Vous pourrez ainsi répondre non seulement avec du texte, mais aussi avec des tableaux et des images.\n",
    "\n",
    "Ce TP est à réaliser en deux séances d'1h30.\n",
    "\n",
    "## Manipulation d'image\n",
    "\n",
    "- Nous allons commencer par charger et afficher une image à l'aide du code ci-dessous."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "scrolled": false
   },
   "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\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
       "\n",
       "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
       "    // Create a \"websocket\"-like object which calls the given IPython comm\n",
       "    // object with the appropriate methods. Currently this is a non binary\n",
       "    // socket, so there is still some room for performance tuning.\n",
       "    var ws = {};\n",
       "\n",
       "    ws.close = function() {\n",
       "        comm.close()\n",
       "    };\n",
       "    ws.send = function(m) {\n",
       "        //console.log('sending', m);\n",
       "        comm.send(m);\n",
       "    };\n",
       "    // Register the callback with on_msg.\n",
       "    comm.on_msg(function(msg) {\n",
       "        //console.log('receiving', msg['content']['data'], msg);\n",
       "        // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
       "        ws.onmessage(msg['content']['data'])\n",
       "    });\n",
       "    return ws;\n",
       "}\n",
       "\n",
       "mpl.mpl_figure_comm = function(comm, msg) {\n",
       "    // This is the function which gets called when the mpl process\n",
       "    // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
       "\n",
       "    var id = msg.content.data.id;\n",
       "    // Get hold of the div created by the display call when the Comm\n",
       "    // socket was opened in Python.\n",
       "    var element = $(\"#\" + id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm)\n",
       "\n",
       "    function ondownload(figure, format) {\n",
       "        window.open(figure.imageObj.src);\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy,\n",
       "                           ondownload,\n",
       "                           element.get(0));\n",
       "\n",
       "    // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
       "    // web socket which is closed, not our websocket->open comm proxy.\n",
       "    ws_proxy.onopen();\n",
       "\n",
       "    fig.parent_element = element.get(0);\n",
       "    fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
       "    if (!fig.cell_info) {\n",
       "        console.error(\"Failed to find cell for figure\", id, fig);\n",
       "        return;\n",
       "    }\n",
       "\n",
       "    var output_index = fig.cell_info[2]\n",
       "    var cell = fig.cell_info[0];\n",
       "\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
       "    var width = fig.canvas.width/mpl.ratio\n",
       "    fig.root.unbind('remove')\n",
       "\n",
       "    // Update the output cell to use the data from the current canvas.\n",
       "    fig.push_to_output();\n",
       "    var dataURL = fig.canvas.toDataURL();\n",
       "    // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
       "    // the notebook keyboard shortcuts fail.\n",
       "    IPython.keyboard_manager.enable()\n",
       "    $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
       "    fig.close_ws(fig, msg);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.close_ws = function(fig, msg){\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width/mpl.ratio\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message(\"ack\", {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () { fig.push_to_output() }, 1000);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\n",
       "    for(var toolbar_ind in mpl.toolbar_items){\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) { continue; };\n",
       "\n",
       "        var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
       "    var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
       "    button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
       "    button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
       "    buttongrp.append(button);\n",
       "    var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
       "    titlebar.prepend(buttongrp);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(el){\n",
       "    var fig = this\n",
       "    el.on(\"remove\", function(){\n",
       "\tfig.close_ws(fig, {});\n",
       "    });\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(el){\n",
       "    // this is important to make the div 'focusable\n",
       "    el.attr('tabindex', 0)\n",
       "    // reach out to IPython and tell the keyboard manager to turn it's self\n",
       "    // off when our div gets focus\n",
       "\n",
       "    // location in version 3\n",
       "    if (IPython.notebook.keyboard_manager) {\n",
       "        IPython.notebook.keyboard_manager.register_events(el);\n",
       "    }\n",
       "    else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager)\n",
       "        manager = IPython.keyboard_manager;\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which == 13) {\n",
       "        this.canvas_div.blur();\n",
       "        event.shiftKey = false;\n",
       "        // Send a \"J\" for go to next cell\n",
       "        event.which = 74;\n",
       "        event.keyCode = 74;\n",
       "        manager.command_mode();\n",
       "        manager.handle_keydown(event);\n",
       "    }\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.find_output_cell = function(html_output) {\n",
       "    // Return the cell and output element which can be found *uniquely* in the notebook.\n",
       "    // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
       "    // IPython event is triggered only after the cells have been serialised, which for\n",
       "    // our purposes (turning an active figure into a static one), is too late.\n",
       "    var cells = IPython.notebook.get_cells();\n",
       "    var ncells = cells.length;\n",
       "    for (var i=0; i<ncells; i++) {\n",
       "        var cell = cells[i];\n",
       "        if (cell.cell_type === 'code'){\n",
       "            for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
       "                var data = cell.output_area.outputs[j];\n",
       "                if (data.data) {\n",
       "                    // IPython >= 3 moved mimebundle to data attribute of output\n",
       "                    data = data.data;\n",
       "                }\n",
       "                if (data['text/html'] == html_output) {\n",
       "                    return [cell, data, j];\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "// Register the function which deals with the matplotlib target/channel.\n",
       "// The kernel may be null if the page has been refreshed.\n",
       "if (IPython.notebook.kernel != null) {\n",
       "    IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<img 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+fCHP1x++qd/uv7D/uEf/uE/Nzqr8RQ1Y+gfPKPH4DkzIIwUw2nox5nBOnnyZDlz41K5fuVqHbo1jCU9bxrDR44h3aV4mHhWEDkeA+TtQLyNe3fsrkO0jBLyxEgxHoyKOPeMG5nyMdgM3tUb18vUzI4yGa/VSkicQ3pGZ25+ZyWJZMi3Hk/E4QPxRubs2IiHg7cGoWOMbyUdw4oEGY574IEHKhn9/KPnygsvvVgOHzlYbq3EyCUN+YwxPNAhZcKFQVY/uDDee/bsqrJ4YC9fulD1oIu8cGHMERD5BNeeOwTpXNNLfeOaCRZr1YsaX1vFJTSspoWx9BkUrYaYwT579kx5OYR84cZgyBl2hIDecyGkN5d2Vn1he+TIscgbqUOTOMLizaWKdcO/EQeFDQRn8AbDoh3SbD1GQuTlb+TEs/HEjYU8wBzO+oR6S8fzJw35zuS6dgiD7Hp5u53VCfYNf/1mfXRwbXnWiLF+AEcYSYu8WZhAN/iTrW/JIyhbeod2kt651dV0A/m0szTkr6wM5ZJvCFibqBv9xZE/mqFqZezYkWHcESR7JB7Ia+XmjXi1c2jvmi55VuJ1H8lL0OZofwni9b7234l48/Js1/yemh75Ug79SrzCiLy6nT51b52qoc0RSfjQi855A0uakcRtDiuPuR6vbaN/ksmzjbAuLtwsR9NHDhw4VONffuWFikerF1yVpw/p//IbNo6SQ4P1vx2BbYRAJ4DbqLG6qgMCP/RDP1S9Xj/+4z8e43+2vP/97y+//du//Z8tDPkv4TURbxqjxvPx/PPPV4Lw3szfe+rpJzIn8Fg1UPv3762GlKFCFhnCv/e//m/lN37jN6pH6ff/8A/Ku+5/oM6NWw4pO3/xQrl6/VpdZczomwzedDt35s3y7m97oDz99NPVsCB3jK10vDoMDEPEgDFuDKT5h4zZJ3/vP1XSRy9z/Mydko6Xac/+feVa5iGa56UuVjirx2rSXI1nZ35fjNSunSVUsCzE+4W4IQGMM3m20/nsH3+mehdfy7DpHz/6ufK//8jfK888/7UyESLGgDKkSyGTsbzJN1FJycshXO95z3sqQZ6YSLqQBsTBfEkGcj0ESL7777//tseUsVTXe++99/acKnWVHrFwhoOyqoEPuWgEqRlYQ/QzIcPLOb/y8mvlnntPVZ1effX12j7mri0u3kqaUuv6nd/5neXLX3m8th/5H0x9DfEhTDxZ//GT/6m8/PIrJYOLlVg0/AcStlF10o8aQat6bd7D0GGYl+yxeLgMu08h6sEfdoYGedhg4UVAX1rPtXtYGIJGVhzKaESyDgFvYqMMRFJecuFcy81zLyaCfMiauaAvvPBC5q++WDHVf2Brr0xtT89hXuZ4SNtClet86dKzldCoH70QZS8zBw8ezvD+0doex47dVct69HNfCsEeyM/NW4v5HV2r+mhf9dKnJoLxs88+l/vUb2I6ff1KleF3RAflSAsj9+qh78LdvXMluamX3+l40sPAM3UXYOFaWr8L9YRDxT24CvV3FR1W4/nTtmQo98rl67m/mbpNlfmde8q3fODe6sX/1Kc+VcuDgTCb+aGvZzidbL9Vv0v/B5z9Fm7mBeLGjTO1zJqh/+kIbCMEhlfObaRwV7UjAAHDva+88kr9x/y5z32ufg3k/w8yCBMDwiAw0P7hI2XN+4GMtX/0/vnzbpkXxQDZckZeRmA6ZOTNLKz4zSwuuBXDwmPI6DJE6/EyLsbbEX9FHZL9fPScj6HbSPzRQ4fLrUyS35H5R7xF4qYyzLpnflf1ePCKVA9I4vnCroRYKp8eN0PkmneSUXJcyAILepofyOgpn3Hk/ZGHvnSbztBz8+oYep6IdwTx+L7/7nurFwdx+OxnP1tlyONoxpgBVX/ElFwkCo6IhXQICswYd+kcL4coSg9nBMGwGYPq+u67766GH9Z0py/dK9nb9KgMhGsYklUn8p0r9ghBhm737ztYjTv9zMm85557Khl2r12110MPPRhCMVE3Dn/ssS+UL3/5y1W3q9cuV0Kp7EbynN3L79yetf5FJ3HOdIFPI288YZcvXio3sqAAEVEv0wBg0fqBtI3MkCG/586tPPHi4ORafU0zOBkvNLIEc0QG6fdcHJn6gqFvOOnL9NPuCJJ+ro0QKm2g/cjRlvosckY35Tbypf20GTn33XdfbTM4eM7LqkxlOdSVDC9lFlr97b/9t2t7Kl+7TiXPUjAxFD6Zey8prndExqg65t5zC2Z2Rbfq8w0mpkMoH3F1RhS1q9+AoA5epugOQ2lg4gyj5eXhJUYfFVd1iUxpz5+/WHWX1zQB6WFlOsEbb7xWnnjiiTof0LDwjRBl2Fk4pN76h/ZGAi1m6aEjsN0Q6L12u7VY1/cdQcA/f4Hhal4I/9QZCIZMPKMrSMtoMG6enTp1qv7zZ1AZJfFkCHeF1DwQQ4n4MeY7smoxjqzy1utnysLc4EVcWjpRjRVjw4gwZOQyquQ4lMmI0YlxvxYPymhWfDJ2CBXjzthLezNzBKW/kUUWuyOTkTecxlN4+eaVqh+SZbELkrtvz/4YuUtl6eatSlIRQUTCsPTlyxfLk08+WeXOZBgPHkLFK/oIjRjR40yMpPP16CUNzJzh5awOjOTJEBekA9Fow4UwZngRG6SDgYYJHGp58ZiZuwXHVibDLx1Mxb+NlevlukjnXe96V4z5s3WFsxXV733/e2v55H7hS49l1fXTISCwOFzJDdmGKf+0QP+qSx66bsfWtO0tWjoHzGq66OgsaI/14bLq3vKbL9rytbztXhqy6KfesNMf4Kf99x7cU8m9MvQf2DViAlN9E6HXrtod3uIQstVVpLokfYYw5+aD5UQlNwiOa8/huZAh0Upwgpf0e/furzrp88ipdtPmzq0tp6d3VL30i+///u8vv/5r/zZl7Ix+12o6adVLPeVphz7jmbqRr87at6aPN9q0jY0Nvxm6LlQZsCFrPi9OiKH0yrKC2opov50dO2erdx0+fgctTKROcHrrrfM1Xv+gy42F61nkMUyRQHLl85sSYE1Pcaurg9danvX1P3suZyuvnzsC32wI/On/9b7ZtOz6dATeYQSW4mFDJPyDZ/T8Q/eP3D93xtQ/eoanERmGhMeRcZKe98RK2bPnz9XVpZeuZsFEZN4beTxQvEAXzmUlbDxu87Nz5fybZ5Nu2LuQjEY26cAQMj6MmcCgOjwTL795h4xiTRPjFgWrvoywNGhaJQEZFuaVvJaFHjw3Z67blsOcv9GyOwtOeFb2hDguZr7c1UuXq+cROdmfhSA8hVevXq7D1Iav56Zmqx4VixhZ28AIjCE9GqngQXotuiJkMBOUJ8hrrqQhSF4a5EV91QXm9Gfo5YWrOoxnSLmSoMwGa+SCp8g1ubV9ovPo6HrkLIYYzdX2YNwXIqORcm1EH+0mTjna0bxHW3+og2FZ+L312sWqb/tD763BfYtr1+0+taz65rNKGFsWAb2dl9fPal1h+LtVaq6TttY1aRAZ9XPfwtZrcerTMLGqWVsgdnBs5JpXFubq2sjz7//+71fcGrmaytw5cmrfSbleJsjRRspQrrzq2DDXn6SDm7ZzSEMHBx3UwcuE/j09MZKh1YfKVx5/Mt60MzWv8rR9I2LyNx0984KjX5GnHtpMei9S0pGvnurR+pp2bnIaNnRWH9McLJaxuEmZly9nVXgWdwjm/PltKHMxC6UQ1rmQxYklcwwRyGFepPKVpQz10k/ppgx6VAzzvIeOwHZDoL28bje9u74dgW8IgWshIv6xI3iMBrLFGDBwrv2zZwQZIv/8EUUGkBGRfv+heNLiWSHDM0aLYbJSV15GUloy9sXLYO/A0ydPld3xVBgenM2+eoya/cPWI98QWDts51Lj4/Hg6bJi+MC+/XVVsXhDwYwbIkS/RiZ5As0LtEjk/JVL5aXXXy32ZaOLoWf7uPH6GXo25Kw8w211+Cqk8mDK4I1UT0aN8YeF0IiIs/LIVE86wFB68fKIZ6hdS89TCgvEwHVLJy9j6oC9QI4yYc7AuleWQKa0MHdNtrQ8QvM7d2WIcRgCNe/yW77lW+owpLQIoPlsd999V0j43ordaBYC8P58+MMfyv6A31Hl0/dPO+jR4rdet7h2po+jEsFIbPFVeP60RQ7tfutZPnVq9fJMfgHR0iZILOLhXrsjHzY/f/XVVyv5OhXPNDLT8CSz9Vf1h71n8pINY2cyXeu/7mGqDLhL66ws8yvNL9Te0rUXCwRMf2xxXoCUc/naYuY4lrpQSzvoW/qA9A3HrWdl6Ds/8AM/UP7+3//7tX38tuhDtr4AH0Hfaf3CM+WR72WEDIffpGN2zm/EPEtzACfL/gP7BrKXBUIwSc+qcq/k5QfpG/aXzJB4iCMPqfmYPKJ0rX0/HlLX6m/xCJz9T+ihI7DdEOgewO3WYl3fdwSBG1lZy4i0f+qMDCPFYPjHztD4p87YuWe0eK+aoWF8bNFiI9/nYxTtOYcQMlLyMZxIls1pefDIYzwY2Zs33/YoqAwjRzZDxnAxxo0IuB/PYUsYsni4zJNayrePeUdsNpyMddXuQgyoVb7OCK69BuXnCVrLFhjqaj7aykw8NyGW5h7eyrymuaykXUravbv3VBJ47vzZSgBKjCUiIJ/5iN4W6dUIBFwcMFFOIxDqMbq5CERe5ABxgC2PDKylbxirO6ICa7huLCN38XZlHqB0DhiQSx/pGgmBlXZcCkn27GqG75CglpaBH83iDKuBbRVkNfXu3fMhha+VZ555Jvu+zdTV5Fs7lbyOraHdt2dbzwiCsDVOTPMEms64meRPDAXLAx/5kIhGAt1HWo33XIAzonYr883goZ8JsFdHJBeeX/jCF+oQrz7lHqnS/s1DiEjC+GY8wMpzDS99iUxlw1Ocfuzwu1COs/z68dJS9iCMToZKkaRW1smTJ+sc02tXr9ch/7vvPhWP+Kkq2wvP1Hw8jxma5SHPUp+6FZKXHJ5S81FPnDpRjh89VnZmc2lbJKnzoaxqb+1OZ3Wil3o5i/Pc4hP1MJePrvSkr42fbely7TqyNxLydzRkcV85tzn0C4O1TDWwmhxBnN6RF6b83hFDhFXfHP4/DJhpE20AK/2wbiOUVes9dAS2GwKdAG63Fuv6viMImB/EcCAQjCWjx4hYIPFyJr63e//oGRPkhhFgbB999NE6xOba5rvO5h/5MgFDKS8PXzPsjC+jRw4PoxWJDJN04towF32aTp41UsRztDP7+J2++2RdvLA7GzUb4rOaVmAIDd0tx/tnz8DlyyvlUr7IMRLjfDzbuiB6r7z0atk9t7t6Ii08WR5fKtdC6qwUNjmfIUVgZ0LWDBUvZg/DfdO+LDF8aYFe6rMW7ySD2Qy+a/WfzBmO0ggMY/M+8bQhKLC2QtkCDEZUmlZf5bhGLpthXwvecJB2PNvWaAuHQFYz/jDPSpnEWTAwU+cw3nvv6boYYldWQC+EcJsLKL0y4X348MGq72L2g9R2LTT92/lPi/esETPXVgGnibC5Gu+Z+MFXtUkM87iRwDZbzJzArXJaWc5VbmTABMbO9NdfGgYWe0hn0YWXESQbKYMN7PU7/U19kSZkCtl2P1r3WgwBC66pTaYMZFWsuX/Z4gVxupmV1BR2f/XKtUGfpENAtY8hUmXoB/SiBz0ffPDBGk/HCxfOh/zdl2dDH/X7afo0jORTN2cvCg/lizg83PTkzXvqqaeKOZ03F4dpGbZ9Wcmq3qnJLDyZHqYOkKvd3/XAg+XggexzmTRW9i8u5Cs85/L1mX0Qt1fiTPCxZQ1ym7m+8fbpD8vZ9kiwmn0te0a+9dabqYOtalbKwf1HKnlVV9hfuuQFaOJ2G9SM9U8fTHsbi361XRDoBHC7tFTX8x1FgDeNEWIwGTweD+Rv37791TMknmFh1JAQw0uuGafHHnusnMuWLwjPyVOnyquvv1ZXDfLMIVsCmdUwZmgVGTTM2+SsxOCQzRArhxGVvg23MYieS++woMQQ8FSGshj1tZBJw4EI2+HMW0JOR/N1jUoQQmgYK/l9neR4vgTCcJGDSNp8mrFFEpYTZ27hjrnZYth5b8gCw31XvIvyN9IhfQvywc2Z3OYZPRTs6NGCOjHoAlm8S00PWLpGSgS4Su9ABHdkKJdhRirVV/mD3gO2yr61ubLWRP5hiG7Yx/GttIu6wvLMm69neDRkPnjbqoQOG3F9qqNyzHd87oUXKymxl1+r59ef6bg17uuvkT9x8QnVr17cJnVI2ya5ISOP/0SoRHALtu0hWY0gwURoZcKS7sIf//EfV3xgiQTqQ7DUr9Sx4Yuw6Stwa1hPjg5zAPUZ7eSFRHu3NM7kaAf9qRE35VKJXk1Hz8ngLUP26WOOpTZArvdlD0zylOE3RodWH/KUS5YyyJCWvI997GOVANZ8mT+L6KujerWXBP1DOdpWnQUvRtI8++yzVU8ecZ+j83u19cv1azya+UJJyG8G3mt5yN90CCUCCJNb+R1l3UnVTZlk04nctXwhRJl+u+236v9JDx2B7YZAJ4DbrcW6vu8IAmuZJ8cIMV6Mz+XL16rcZlgYIYGx8k9evH/6DC2CwUiIe+QT31H+xb/4F5XkMQ62cZnZTMtQk8OISu9wzWgJzQi2c43MH+UJymZ8eEPoaP4eA2plJ2NGl2PHj1cjRycGycEA+9wWIjczEy9byJ3htaaH77s6EEn1F8+gM3B0OXH8rmHj4vOXqv5b9Wu6qZf6yqNMaeAjVF1T90b0kADX8vDo8BLRnZ4wUU8G1nP3DD65uzMMZ2EK/QwTgqXhePH8haq7ifxIkTJhsrJhFffgTSS/Et8MAdNPOXQRb2Nhw9HnLgzb52Sguure/rQ6t3OLdxbXjq3xdGiHePURbsv4OgJYnyVPw7Qm3vJHPu2izgKM1uPlFOd69WqGUuP5dQ975MuLAR0EuCFGnrd+IR62OyZmar8SL422bHVSHp0a8dGPydRvB+J8veatOqyaIjEshLAoRZ3FC0gnz+/xI/uq/PTg23X5+jor2x6G2ohOXsgsREIC7Z2pfuoqn4M+0ohHVOnW9gI8mvLoYijYeXHtXLx9w1ZDVsJb7GHQ2f6HyqUvUgeDvHpF7735VN3uWgZPu3gvOl5wkNALF87VfMrOT6jqow/20BHYbgh0v/V2a7Gu7zuCwLnzGWa6diFDYPlyxqF80eL65QwdlRiZi9lceU8ZyUfez2XO0M3EXVhZLJ/72pNldF++MBDDcTV7h90Vj8Ra5lGtZEPZo7v3lZFsKjya4TKLNBC2Kzfy9Y7d2fIkM52WZzNPKEbpwlvnypXMfTJMuzEZL1RcchszWfQwEWO0tlzWp7MNhusMV2YWXDUyPIon9hwoq/FanDp2V9mbxQ4HDmfD53i0LmW+2/NvvFrmDu0rJx64t8xl02dbv5iv99H3fiATxDKMd2OjnDp0qowux+uX76BOZ1Ne34FVx4nZbIK7P6s/d82WS1kdOb8zw4VTmaPoW6/rWfyShRIjGe66vjB84sviBsPDV1OHA1k1jETy2Hi+ZhPkg9lGJp/VKnPx4OX+ahairMewzs1m776c12zGG5lPPfmVYH6gHMiCjGlfy8jh2UzmffmU3HQWdWykDpdCzs5mA23f8oXpxXj3nn/+uQx/n8ln6eKhyorNufmsIt6Z7WSmQuJvXC5333uy7M/w7rsefk954+yFcvhY5p9N78z3mfeWS1dCelcmy8kTD8QjtLu8/NIbZW5HvpASTPLV2DIxEsKUbwy7Hl0PmcsxlqFSG2JXz26IdFxE9XrEC0SOqXheN7LadTztOB1dpmanTa4MEU27x5sU/1JGUq0M5skzt9EKW8RwuB/JOPDWo6yGEK6E+GUe5NpS0mSfw9DjMjUauYlPd6r61XMwGgsDmQ4xnjcHMjiNZa7n+EoW4NzKwomb0THH+o0Q4oX0z3xObcdGVpWPD0PCCCJigwTNhkDxYlltPWNxUuSawzrju7ghShfffKusZlh4OZ6zfXN7ykZk7dyxK+mi00YWiozxnsXDWuzp5zN78RBfz1Y12T9vI9xoNjhNxAt3Yym45AseS6l3ZoKG1WYuY44Dh/P1jYNHM5c1L0mT+fRgPt+2ka1VvuUDH06/yIr7fFHkxq3MQ1xayGcNU9f1bKQdvJfXMjSc3+jJzB1cvJkNo2PRGLWZzOW769iReIpvlLfOXcnc2I20//Uyv3tv/YY20ro/fX9/vqedLlnmMsVi186shN93osxM5NN5F1fL8YP3pU7ZwHs1owQp/+ixQ3nhOlw3/J5OX/VWgiQjrb4R3kNHYLsh0D2A263Fur7vCAKGmxhAHgvehDasxkNUPVb795XT990bQ7NWh4R97k2akRi2hx9+uG4lYi6ghQ3mKvEGWmnJm/KVr3ylbkzNc8AzwOPCO4NoCMqzSbQtWSwicc+LMW0YK4TP6txbyScv/W7czLYxGaZ13bwdyuONsALUlyfUJda3zufbc2T4pN3goXnbm9O8HXRwzZOiDJ4N9/TgqeNFkpf3jO7SNQ/jWtjGSPYH5CXiHTF0xgDSp3oeNz2WO2Lk1Zkc5E05jGUbTnz88cfrV1LE2XRXWp4/XhV5lKkM8wvlUffmafSMvq39pPNcvhdeeL583/d9X51nqC3sPfjgQ++qnqA/+IM/qASfR0l+7VmHz8MYrmZumzl6Ds8aRhbZpElqm+RBfWbe55qteBIaUedlq/0jaVyTARfBtTh6CnB21PjN5+okiHO00O7Jcq2e0jZ83AstrsmpOmTMufUh8fAhx7V8DiXRRWh62SdQn9YP/BbMNfwn/+SflL3Zh9L0h1/6xV+r7aQ+K5knZ/pB042cpnMu3Ka8YchY+5GtLymbPmToA14kWmh1IUdwL517baqPiKve3eiuj3pGf30FifT75kHkNdRP5NM/zYOcnh76EyzoIC/5vn5y3z331t+AdG3Ims76Ovk8in4jntffXPSDtaOHjsB2Q2D45W83rbu+HYFvEIHxGC1GiNH2jxxJYTz8s2eMfKnAP/nn82kzE+ytWpSeQb339D115WibF8V7YG85wbAUY8E4MaLO0xl2MgyL8DE4grIMWSJxsR7xlsRrGLLjkEe8sgT7yG2MjhQLFsbyNQsG0FAwIyi983w2v+W1qSQq3qA6RJq5g3QW2vy8ZvDamR4MoXSMmLrDRCDPvEEGki4IrYMhdyBtx+46XuvM0DKyj3z7t9fhONfNwFZZkc/ICgwpfeALA3LUF4kkt5GWlk8cTORX19YO4qvBTx08d+wMkb4WTF7KgoiLITATwZvnNYytfn3Fd2V5YX2P1jWPEeJN16Yv/dR5CLx2A+GEWcPNs6aLONf0a20mrhGPrfkaUWnPWznO7Zrs4d7VgFeT0XRTnvZquknvmXTq4UUBMXKvPekljfRws6raiwYZnjl7Lm/zaomHqWF4+TJlrjzw4Ltre0vjuTorV5s4pNuq81DmQJLI8vtCLJVHNzLkR6y2Bs9bcK0c6ZVruBe26uUZL2ZrO/0BaZ2Nd9vvTx79Sn+Tz3eM9eGGm76H0FnJbMiaHs765ctZDNYC3fVXv2154StNw9nXSnroCGw3BDoB3G4t1vV9RxCwmtXQJQNhLhjjxVi1t36rCH/z3/5G+d3/+MlyIwslbJFiOwpEpc67igfv1N0nqzFh0Gxd8WM/9mOVnN2IJ+vXfu3XqnFikBgMnsLqdYyBXckcteuXrpR9GR5DTGazDUv2NC4jmd81k0UNxw8dqauGbSxtYclUhjqzIqIsWK0Yj9toxqot3GCUGLuXspDByl4LTV7M91cvZQPq3SGESKw6qePJkyerBwR4jCnDxTA2/dQbmfS5L3J5S5qnRXpyGF0rVxfzKbrL8Yi+ngUxDDCD+eTjXyn/6l/9q2rg74nHyPxDBtq8LAaesSRPPGLSPDJfyneMxStXWroqSx7lMeyCe8a/GVzPxDnkkY5MePDMirP9iJWf0nh+4sTxcurUqToH8d0PPlB2ZYheevMRxzL07hjN8G0cnCkwpDvDtjx8Dp/fs8raxtFLKyEecRWGEsUDlsUQ9N08ECvHWMo0nGqhjU+caRurrR11S5sUYcjVwhHDy871Ov+RkdKtcfrIWtresRE5/mkjtuoEO7g4XGtT/UyAkQOeDvhIU/OltOmMnU5n5e9UmF3QHOZZpqyRsdHy2huv1+9Mf+BDHyw/9D//T+VMPnf4cjYzn5nbUTFsmJOnf/tNtGtleQ53YZMT1n6lv3jegnTuG3l0TV7rc9LpR/qms76JNKqDQJ76qpu60kGbXrly43b/8W3os2eHr5/QafjdWLl/paY5cOBQ3TPS/wEvcL4NffjwkXxC8K/WlzdeeVvS2MfT/4DzeaEwH3dPPKIWeHnBm8m5h47AdkNg+IVuN627vh2BbxABb/3ID28II9SOg/uzEjhkL+awEgPPpTVB/YH77q95GCtGhFeB0UFoECjGAEFBZBZDFF947rlqkHgXpWXYquGK0aqGL84Smy8fyCpJ867mkt9WMsgiAsC4ORayXQUCgvgZkmTEGDlG90bmfa2GUJqPRwYvI90RgmshrspkVBlJRlUQR29Gkx7iGVd1bZ4S6ZAYG0V7Jh3j6qz8HfGmkOmZhR2f+tSnaj18+YTHDVGWVn2lEaSHOex4U1yLg504XlS6ke+8lSyoA3kNE8+FFq+cVifnu+46VuUgC4aYX81qYGlqusy/bGQSYXId/1Wm22VTbnP1QgBHQgRHkcKkHZ/KnMBgX/GP57hu37J5Lw5+TVf6uFauejtvJTeeO+jvsJ3K28fwbKhYI0pDupa+zR+UpwXPlNleYlpb6Zfak4dMHM+XdoH1So5V7ZIXGf0F5u1o+eD48PveW8n+WizF62feKGfT72zLojxYykO2ejrTpYWmlyjPWh79rpWlDM/o3kLL13DyjO7OMFUHZ/cO6Z2F1gfEObStFxS6kiedfqfP+Z2azkAf/dACkbR8le33RUcvJvX3mPzK1NbwJLNh7kx2Dx2B7YZAJ4DbrcW6vu8IAv7hN2PIACE3jRAibOJMjDfviYG0RcpMjAlvjIMRNXy0HC8dAyIvUsNTWElGDBs5V0PStv7IpGUwxmIwGDVfBpkLaYy1ql4kz+351wwYPcLEMgH+5vBt33xyzpxA5A954dHaG4Lq6x7jWaxwKASWEfR9X0asGcZGQKu8IOjMaDnooT7qIC+5As9HJTchCfRyMIoz0ddKyseffKL86r/59TrPDpbymQfJ6Ko7gymPeMNvyhLvEMfL6KyuSJphbR7CZqzpIL+2cZDbdG5naZohVtfFG9lQOyuBbRNT51na0zCLZa4Er2vx7lhs4ssqjroyWtunzpMZWnc0QgIfdW3lmOvoSxINP+U2EkN/1w1Tz8TJ20iSa3EttLzihaGc4flwnbYx/p4wmuF/srfq1Mr03LW6O+QlG1Yw18/1U6ROeyD50te5punXLejjPJDywjOCyqGjR+p819XMgyV7XB+IXF/6UA59pNU27l2T/acd0rZ0ymz1kcehXPnIEYbrelmf64f6gvZxrS7yCa1s1+LJllYgp7WpMgwB2zZInP5uqxi/k7GsktcfBX0SoSVDP9cnxSGM5tx6yePRVj5clGFKSQ8dge2GwFbbtN107/p2BP6rEdgxm82ZY0gMdzGUu+IpWY5xZCTeylCX7Vx+8K//QPnBfJbKZ9xuhmCZZ8egI0sIF08hImblr3wMUZ0kHtKIVJFvc17GAnnkvZuIUWlGw7w/Q3nmovHeOWans0VHjDWjUtOlhrxtjPBCiJ/5iIap6HAihumjH/lI9VAyXoYaeScYWkaKAWtlIQR0pH8LymDEGgFs5EB+odYpHMSZrFFelOBFtpXIvCiI260MifKI+KSaYTGkmBFmjJVnLhZy5x5GjRTxrBg+p6M423Z86EMfqu1BBzIEOsLSIZ4uTUbDicGGCV19Bo4sntvXXn+lxiGob7zxWk1DBgKwFK+qeEQA5jCamiIbOUYeBgOv3EZY6K/MdtCNt9ZK4XYgUuKmsppZm4oX114e8DrP9SuOPOTLeTjiTbp9nWfwCg4T0QlhRfI9R/DVtbYRZRPoRD+6wgKusEL+tZl6qydSONQ1OESmlxFBXvJafU+cOFGHu8lZi2wk6GuZE6uPSyt4Rm7LVyM3/zSM3HqubPkqZmlvcfqEtnO9NcjbgvTy+Z02Ge25fPqCIE5fbvKd9ek33ngzL2eXQ/AGj7+2h8F4VjhLszu/Y3206SPuSraFspE0nPymnOHSyvU7pLc4GGxRt6ndzx2Bb3oE/uSv7pte3a5gR+CdQQCpEhhGoRmxHTFm1ZMXr4k3fv/4GYtL5y9UA8R4tIngjKvAiJkTxCgzEAyuvfSQMgTDly/ELcSL5zu90jA2zVC5ZuAYbt4xuiBH0p49f67s3BUvVgybb7H61i+jZoVj+xLIQ+96d/V2NcONbFkwYq4aeepBb3Kbvow4kkBHsm1wrR7qbtiLcUNy1fFS4hhZ+elMB8YYKUXgeJi+//u/v85v4zFBfJAqZVhAoByeQbq0uquv8hh09XYv3W/91m+Vb/u2bysf//jHK5Hjfbn//vvr4VpbWKhy9913V/nkydu8h64///nPl8tXLpYvP/5YxV8aXwJp+pwPppcvX6pGX51qOy3E4GcbkZu38p3hDAVPZUsexH1XsJ/Ny4J6C+OZoNfaXbvJr0xlNF1gBW/xyIH6SdfiyJJW/tD8Wp50Td56PksGf31PeeK1bf1iRdjfVLY4gRu8yPK8ldVkI+Rwks4hP70Ns//sz/5s+ZVf+ZVK2MW3dnVNjvT0o7fgrAz9hE7azVlZ8noh8Vy6VseBFA0yJrJNjnv55CFffgFW9PJc2a0s5a/n99RCwwAugrTSyNfuWx9Vjnh59DlpPXOmr/JsAk2H0RBqWJljSLaviCB+0sE3qteXGl/y4VHeOTtX5wPyIL/5xpn6fe76uzcy0ENHYJsh0AngNmuwru47g4BVe4wDUmVYhzFhGKoBy7WJ3dVzE0+NeXlJUO9N4kfAHALvHUPj3lCSyeJk8GT59invoC1PeMsm4l0ay5yxlRinsaS5FnLIMAkMHwO1Gq/TchYaTEzHAIXATefbtYxRM4C8SObZWfSBaDmaZxLpUo5jPPKtHpbPQTa9GDnGsRlIdXYwmp5Jq7xmLK0Erl4Vc8XyjL7kf/FLA7k6monzyBrih+Sa0whLxpUcMuFCtzYXDdFweNYO5bfjiSeeqJ5V6ZEF2CJpDDK9EQ6rSZFruktDvi1fJjJnb3VtmKtFDzobvoWv9GnImr5hghRaDGJPv8xgi1cudeTcCs6rmXu5Hj39k+TJgzu89QsevNFsdbORffrgCpcms+Gk/nCgh/rSXaBLa+/mmaM3MqiO8u/IPnNNXt4saj5yEKjafiGJta+mXd2Lb/dwVC/ptYmyBo/XeCXV2mN6erz8tb/218rBeHL1R969Vp582l/gnRTsAbk1NF2c2yGPa8F1kyGKjtpI/RrR3IqDPE3O1+d33/qTOtJTaOnVXdhaZtPFM+nkcdDj1s3lqou+tzXfaBbFSLNVL5LhSZ721M7kOcNMH+Vp3r9/X5XV/3QEthMCb48HbSetu64dgW8QAfuXvXH2zWo0De8yTAgCg4xw+IePvFmJa1jzzayCtCCCIVoMGbHogrFgzBCC5h1xb5iOoXrkkUfKJz/5yboly4vPv1DuPXV/nUdlNenc/LAC1XyqZsB41nycyipUXr+LVy7XbV/IJpdhYnToxgNXDWCIChJkmPBG6nA9xvbq3LVQiY06VxA5ktbB0yEvOXQXp2xp1F+9xbcyrCIWz2iKtxp2PCR2NLi8+vpr2Vx5ppw6dbLu58dbyFAiHIaieSgFZI3hV66yWvl0d++o9cASNoNhc4QP0UT05GdwYU8P5TQ81F1+GDnuPnG01sO2O7w7EyF0FZ9cr4dYX7s6bCmjnY8eOVTuu/d0OXRwf/nCF79sqmU9fBZuLWlT7WBlwU42qw4hJ4++VoFYPCC492m/Vq+RzNerlCk60UuYybC+60bUamReHNZDOgXkCsFUN6TE5+20kXqPjQ7fS5bW+pTAWMkpsjgRL6X0W7GgXuu/MKSXIA1vrAUcMD2eVa4PveeB8r73va/80ac/XVc422KIPC8pctVh65wNOdsf0VCxg0z1Ufe1vLB4JrT41pLuHXQiV/uol7YUr74O1wJ57dr9ZrTL+ntSZsO0RuZPk7M1H5lC07G2WY3I7zWbZNMFsfft46lgLSB/6yPDVI7h90FHQ+nD9jmInj7jtyI/0gdnpFDc1+tVhfY/HYFvcgQ6Afwmb6Cu3l8MAjvjqfPPG2Hxz9zw4mS8O4gD0sNq+Ufvn7y5fj6/ZpjXP3seFPETMWTSMhhW4laikTiGm/F973vfW3izDH8aWt1/4FoZiTcK0cM0bEOD1BjqRdgYSEPTI5PZdiJfKDh74XwdNjYnUdm8OkcODXuyIUGI6xrvXXRgVBk6sg01X8+XDq7lg/bikVF1NSRID3EMVvOmOCMI6kIGYii4t5WJIP2SL5jEKjdPnmFXw6SIDUwu58sdFs4wlOINKxtaIx9GPK5kk+VQlqPdOwvaBL7y06HVwbndw1peOFSDnmt1pJs4ZfL8IXHytbTahWyraaXjGTt16lR58smnU9cUbthxJIQXBcK4olMoTN2WZ9RePQnoir6CdKg7WY3YNPIhHqatfvShhzI9E6RVH3KajjAw7DsRb6P+0LCR3spfJHQradpKfKSRHh7aeSFfqkHA1VG9v/u7P1b7qDIvpL2OHNlfHvkr31m++PiXKyncd/BATT+UNZA3JLDqEFwQsuYRFKceXgrCnmod6CJewnrtWdVpIKADVoN+f1odajnyJzQcXQ9lDf0EpuS0/HCHbQvKbQfspV2Ll1bYyCdJyBLPqWrVt+fZZLPmeVvG4I2Xdjm/O95ei8H0L79XOihTP9Ju+qL5pD10BLYbAsOr0nbTuuvbEfgGEUCamofEP3H/3OvQaa558BgG3g5eQAa0rfxlADxD8gTGtBmua5ev1D0FGW5DweSbq9YM0evxOF5fXKhDvAynoV6LKgzVWiDio/W2GHE9Fw8gT4z99q6GRCEdVgsbjkayeCNvJr14pAIx9TmqReQz8VfjPRvJwgFkoBER9aA7fend9GIwXasTo8agMay8n/IuXh+2DpFXOjrfSplWhfL+mGNYjWXieBmthOZlanu3MdbkKYdscpqspoNzOxoZUjYyiTSSoS7yO6QRWt3cS4s8ej6Vz8s5K1Pe1bWV2+Rm9+6B/Bv6/8IXvlCJpk/cTQXvuAnrkO9kSJjhXsPBhvnrtikh+YbEfWqPB8mefFG6kk46IgWNmLQ+pV30B3p63nBwHghFPiGXOX0NP3UaZAzD6EioZ4I8yOFYvl3mgKE4ctWzYSqttnTIa8GCeZpeSGBYX2KuXy2X8qm2937g/XWT8alMNWjtc7u84GYRij7mGIsafIOtnaRraeV1fH0cXQTxdBXooP/pt3DxrOX1vMmKuPpMedJtPbb2oZa/5W1tIL5hosxWnuetbyCH0gnD+W0yKK//Cc5+93BrJNC1vuasXk1GFdT/dAS2CQLdA7hNGqqr+c4isO/A/voPHClyIHtXLg0fm2dQF/OlCIaHodo3sa8aAUSoecd4syqJinFgmKQVGAgGgQfm5MmTdZsXnjubDd+MnXk1q2Z56Vp6hJAxUiaytz/GyTNewbEMt17PsLR9AsXxxiAfvtHK46icZsh4vhg5iz92rsznu7jXys7dmbuYwIDR0dBulbNpsJAURlEcA4aw8hjxiKoHnXyBBJGQRv7FlEEWolgJ9IFBNwTj1RdfSJoDFRcEkG7KgJM8ZMKNAVZeM5oMvtDOdPJMOuUIdGGEyWwEQr0a0WqkgY48f6P5pq9A7zhwQtiG9iGHXGdyrGK2vcvePbugm3QhgNHHS0DuEsfnlXmBkWmfOHlXlhFh+nv+Nr7qSCe6kO+gn/ZvRIE+VafNOquPtmv6z85mNXrqz6MqnfKiffVSkaXNxUlv+FWce2mHsgeire6Ip7bkSbWPJYLc8Lx2I97Y67P5/vNM8ZlDvwFtT2dDvuQPNUfqUjwPYFSxfYxylFfbb2g6xdXQ6tHu21k8XWHUdFWX23I2E7b8zrXc/Knp42Vt+ZS/9SCTR1Zo+V239OIEeYRxxD66tD7o+YDpQFCl8Ux63zTe+jsTR66+s1X/1fSbHjoC2w2BTgC3W4t1fd8RBHzP1T958/6QEobP2z6S4kBuqhHIP/pmVBhU27TYxoOBltczxkBaBoGHSH5eMWRRnO+LMurnI/OZrz1b5/klYx06I2c6c+l466qnKMTvVlYhnstKVTJvZtj1g+97uMojg15IA7me8045K6sREPIQx6kQpmakkDB60bURCHK2GlL14bVTJ2Thas72JHQvSH89hGwi89UMJyMWRw9n0+pgyQBbEXz/PaerrsqQXlBmM77qQFc6O7aGVs6OfNu45RHnQP7opP7tWStD+QLDPG2vvqTnVa3GOuQAcTaMRw6P3lL2CNSGSM+tpWHuoiHrht/gFRq8i2mkfFEFQR+G/5CHW6PaYZgDSge4OetDjaTSCfbKpLe60r1iFVzoKngOD7rKb/U38qwvaK+RzE2r2GWYkrwmU156uRfII8u9smCkzZVJjrYQp3yEfiUsz29gcXOOm/ztGDMZMoE8Rwswc0i3te1auq1p63Ptm+xEwKfy2MS1/FtluN4qp6ZPwdKq/9JapmUkNAK5Ne/WcrfKkF5+dRbveiUvUHCoC7w222fA1YvB2/sotvRrIZ7aRZrW78ijUyvXubWDMnvoCGwXBIZf+nbRtuvZEXiHEJjP8I0hHP/M/fNGBpoRZrAZi/aPvxr2eH8YnUZqkEZGWl6LHhgHXr+WlyF/+eWX63Pk4mMf+WjV3Ce2fE6sGTheF6SB7OYpI/utkABDxLZasaWM7ScMRwgbBt0AAEAASURBVNuOAtmq3xfezFMNe4xU009dGHnzCtWD3EouQ4aq8Y+uDKngeTs8Q2YEOpljqH50lZ4MusHAFjSvvPJKJcJInWdILw9cw5E88dI30gcL5dF161ELzR/GVH3kk18+uohDltt2HWSKpxs59HTv7J4OdHZII56e0sgrHi48YvRB7NthY2hDwbythv7Hkx+xd41wO9pQsDiBnkixRT22rTl9+nRdGW1InHx1QcZcN92dkTMBdryRzm3oHFatf9IfNo10qGPrn1VA/rR6uldX94Z/7XHXSGqru/z66kpw2Bsd4d08kU2ecyN9zq381n6et7imVzt7tjXQRT6HIJ24lr/FbT1HxdqW8min9vugu7ywgYHz1nxNB+kcW9O5h432bzqQtVWXlp9M/a7J1qfoQh45ZIhz3UNHYDsi0D2A27HVus7fMAJL12+Wg3v2lev5lNr1DJdOZVuM81feKrO7s2/a/FS8W2/GkL+rXA5BOxKisHfvsK3Gxtx0WcqvZjFflFiMd85G0PMhZ2fPvFkuvflWuZTv+05nIt9YhgnnxjK3K56jhXxz9KGHHiqvvPpS3RLm7g++v1y6drGMTI2WKys3yvx6VhPunSs3NpbKky98tdaN4bEK9+BuXxtZzLy6+fLMU0+Ue0+fjIdrI18YuVgN9lomn0/EY7YUPWdiyBj40Xin1q9k25nY2kvXL5bdB3Zl6HYhOmWbmZIh39HVeBjP5IsemdC+lm/criyWw8fjebp0Np+du1EuXD1f9h3eWyZm8nWUbIUylWHgyTCA0RDSvflc3a0Ll8pkPEf3Hj9eHn/si+W+03eX977/PeWt1GlhLMNzs1lUkm+xCozjSlZeMrADickwYjxMzfAzqINhfdv7Ih9CJTSCxtg6xCMq7Rlj3EifMlbX4uG6hdzsqYRxYioezLHspxf9x9Mul68uVpK6tBxyev5SlSf/4saVMr0nslaCUbaRmd4dwp/FOL4cMbnTSuq5aviVN5dyTj90ug7rup+dma91sD/k888/V0myoVdEnE5eDJwzabDWge6VBIb8TWW7lzN5KXA/Y/5ihppXgvmetLeFP+PBfnzz5UO+hh1cb2XJ994sFnrptZcylJuvsxw7XC7Ec7wrbYST7MzZVIJr166X2Z2740ULoTGnMN+eju+37m154tjxsprFIjPxNGZH77Iz++DBeSp9ite0zlPNvENfz/BKgRGuLGfT8fSb0UwK9IJS1nkmbTuUofvCG97mAobwbcQrvm7hS76Yk7IDddmR1cteJMb0qRxLi3mpSPz0lM8SZhFT9Kl9JR65pZQ1Nh7CHfhs0u072nRK61Q9kUKh/l6yqfWOeKzpbzPyqdyvJf36iPmNeTaZL9ysjVVP/+z+XXW+7le/+tVstTRbV0Gb2zqVOX3I8nTa41a+IANXuuqv03PxsudFwMbnXq7qnMi0v2e+9dxDR2C7IdAJ4HZrsa7vO4IAA8o7w6vEODt4QRCSRkoYF+TEgXQwBPM7hv3SeGkMGZMjvbyxBJVcXEs6eS/ns23NS7MYojYXA39fvEM2hr7vXQ/UD9A/G8Jg/hxPDW/Qzcw9RB7mD8yWY9mq46UXXqz1RTQcbUiP0VEG4iDOKuZnnnmm6kTfd7/73fUbvStZ6cjjwWO3M965ls+cNEbMZ+WsGlYXcujx/PPP15XLvFbj2RpkJPPhGNUyxuMxbIvCe0TG66+/Wn77t3+7fO35ZytOtqM5FO/n9fW3PT4wcgiwEugoqFPzgtGTIZfW8+Z98Rzxq+Q27eRZ83DJ7x7OPGbqIMgrz+zcsBFyJRzRrZKbKm/6tldJ27326uDdrdu7hLRcC1GcmszCjnhbX3319erdu7k4rNjl5dRvkNO1LC4ZGx02NeZd1JbNA8u7S2dYqROd6KkNHOKQDWRHviNHjtYXBH1NGcqTBmTyOtRVObCf37O7fNcnvrP83b/7v9Q6/98//TPlySe+Us5fzPzLDA+PZLPjXVncsTNftSFfmcJccFlfGbb8ua1L4lu/r4m+7o905kb6nbhWD1vsVAKY+ya7yqszIyNgM179tNNGtstp7eosSN/6gHaAlXvtNNR98P5Nh2Cu5aWDx9UemIZwSWjl1v4cmbfyUkZHC6hu5vcRKXVKAHm2JuJhVbb0CLs+Iz1MlSc0fYfV6MPG7OornzTS6k+byasO2qaHjsB2Q6ATwO3WYl3fdwQBRIaRZRD8U3cwQP75NwOgIPH+8TNM/ukjFYxBG9JjPBgsBoCRPRDygwBIw+g4W/RB9nwWZcT/Ut44d7Y8m09q7Uo6Mm0xYxPjOuSYMmdinKxAtZKYlaGDcgREjQ6MNQLYrulA71YXdUOSJnLIsxSyQkdymnFVr0Yq6Cn/+Qw9IyV0OpS9CkfieiGzGVrb5Kxvrky1P2IjN8/Gk9JWPCOwq1eHOZT0dDS9yFFnerQy1Yse9HXQq+GqXq5bfRlu14Jn5EnPKDPmZJPbniNg0jnEK0f9ET15ya7kIfz2UlbGiuf1W7qVFcgzk2nTbBQ9v6/qNb5zkFWJer4YsjPeIWXu2X2wtoX20C/gpx6tXGdlCq1/KVf5I2sDmfIyYqGQ9tRecG31Ul26u1d3eQVE8e7TtrB5Id/svadu7Pz5zz9aZSCn0ztmKy7y0Ke2Y/LRpe3nFxWqTiRulU3PpqOyavttnt0LW9u01iXC/rR0Q+qBrLU8ZDvcK0s7tbZqfUE+cqVZDrET3/KZduEZkub3tpAFWtrFc3iPhgAuZnGLVfWX8xvXNvCCLTnwhImpGuTDxAGDgdhvvmTE264cwXNt4CUDebR3o7I8t1K/h47AdkOgE8Dt1mJd33cEAUagGdlmWP3j98+ccWjGRGHSIlSMi3iE4dLCxbpqcne+D4x8kMHISFs9BzFYDMyOucGQW5Tg6x5Xb1yv865Gk+4rTz1Z0z711FN1ZS/ZvlBi4QWiNYJsmfcXw9MCgtMMkvIYLPfKop9rBk3wzKbV9vLjjTIU6RldnR1b50EyZtIp40YOBJAM6chmqGMGa3460dcK1zNnXi9H7jpSn1s9a/hNesG5leXedfO6uG+kydkzOjQi4Cx/00H6pjtd1BXeSFdL2xaxSNdwaeVrb208eAkHEtmIo8+sLS2FRMTjOR/iPTaaLXFurpbLl4ZtQBoBW4nnTP6VVfs/ZuVwdEAsTAXwMkG+co4dO1brI22rGz2kVyfyat2W16snGp4Wf2gPadRjajJe2tTDZ8taf2wkRJr92YcRYTx3EcG5p9x7/8lKPndk6N5z/dQXYRay6MULiPLgq6+MZTXMgMsmkQ6ecJamtYNrcvSmmnbzLE7aNXMhsxJZS5OrTaoMy4W3BHnVwzP6SzuUPfRB163clk6aqam35/hNwS6KNP3NT61y8/u4lfpN5rflO9uCOtueyMuWL50czvCvtA8++GDFRxrzIv0eaj0ypLt8axiel84WP4aZtduOvATUcjb1p6f+xgOcN7iqD3nieugIbDcEOgHcbi3W9X1HEPAlEF+ysCBjNf/cGQyfXnNvY1sGZZRBixERNzc3X0azUpeRY3TPrw373O2LEWBoDYUx/gzt0ePHqqfBEGssaFaaDuTGtb36HnzPw+UrX/lKmbg1VYllJVPx+NnXb868LVu8JKs5YJPVIzV4LBg/aQWER1kMJp0YK3oxauKkY6h5o5wb+WP8J0Pc6GEVKGNp30FeFGQKYWEUEQ4kpRrIyFOXicgRGESkEvl7+eUX63d4r1/JFiIhf88+/UzVhw4t7Z91piPM6M6wIj+ItrzuHfSlg2v1pKNrQb08d25GGiZwkke8+jgLk5M7b5P7Sg9SDwHpTaNnMU/mbkb0eOYM7prfUWVPTuYTcCH4sKDnzWyu7SshRzPfbn5+rmL+qU99quqsLnTXDnCngzPvHv3oRZdWN/VxDXufJHRNBoKMTO46tmfTozm0hefykEMfX/G4FOJpQ+5XXn+t3H/vXZXYXLl6KUPfc7WPrKVcOim/5W941XbcjIeoeEfDzvWfFWre9AlnQVry632ytbzO4rR1O5o+8rluh/xCq9/S0mptP5jU7Y+C56QvpsTBu5a+Npl5ivqMPuH3qi9Y1AIjv+nlxB/P1IjpEGl10i7KEtwrRz+v8nPfgvyeN30aHrW9sv+iftB0dBZMfeihI7DdEOgEcLu1WNf3HUFgPZ4Lht0/9/YPnqFCIBgV/+y3Gi8kj9GVxofgGRLEQRrbrZCBKNqH78SJE+VLX3mcFazPzbFDoBqpOnXqVPmjP/qjOmSMmPEWGfL92rPPlqxLzST4G5m7ZcJ6hqnjTWLY5GXAhOrZieHhdVIuQ0UfRMPKXAbqdogMxAwR4aVAsATp6V6NZgwlLBgzdbIpsuHctSw+YRxbmqmpgUT4VJq0e4KJ9B/92IfLF7/4+UpavvSlL9XVtOe37IsGs3bQly5bjatVzeo3F8/nLAK8SfLkMek+QGbIMmWmHpixslubjU+HlOcZ/XlNtVurm3Q8dfQXf/Pm4AlCnhsBVBZvzv59R4O1lcIrwfVKyvCFFUOCC9Wj9573vCdEedjK5eLF87XeV65cqrLHx6dr2yBiAvxbmUiya31Hu23FAf7aFDGCh2t4i1cfwbUgDV3l14ZI4uFjRyvmynvx5ZcyT/FAufvUybL6wrDZ861by/WlRtlky2ufQ/cj68OctaYPGnf7ekt7KVugn8/cwRSFavcjPICbv5WaMH/oXH8/udY27rVJC+15a6sWr86tXzg3r5opBQtZ1KRsQ7bazzeyTbnwxRznq9evVcKnX/it1d9cyty9b2/ZM7e71g225Dpg1rzG4sn+en3cO+DS8sFPWvhrB9fCWtqnh47AdkOgE8Dt1mJd33cMgUboCPQPXmAYGFtGylGNZowKY8EYMDD+6YtHFgXzjdwjQ4bufFKL10+wkbJhMpPSZ2N4r8RQmeulPNt+8P7cc/JUORnCdS4rievQb4bWlMersCMeD8ZTeiRJaASw6SfOc0aJfo1AiUeuqvGP4boWb9hMCKV8bSUl/ern40LKEDNbnCB/f/W7v6d88v/9LSJqWpg0QxiLX0lErWPKMyn/ox/9aPm93/u96r3cauzlaUc1zqkLww5D+DuaoWWI4d/i1UleZTcCRB9xDROkQX7yyHfP6ycOXuubn/uSh2xlDDLfJmXwXIrXtc5dzIbRypqbna/nGzfMC52oXwzxLd26cjrPyRk2nB7aBXYOLw9Nb7pqR2lhTrdWD7rSY/fe3dVbjLy/mU/+0cU8NaSGvvKYlyg93OQxxKxNLTI6fPRIXcle5c8MBMozx5XMi5NnftNLDTPHTKYltPmm5JEteOZeGN28ds9DTD73KJyXcw1f9wig50JNm2fqXw/XIe+ulSFva+utbea5+6//PcIO5g8//HA5tn+YqzcbfGFIV78pG6nbj9JiJUS0/hbzDOn2u9MeCD48tAOZ+gVc6KRsslo/ct0OdaaXerX+tZwXCkEbkCNemIrcHjoC2w2BTgC3W4t1fd8RBEazRYQVsLbJYDQuXL5UPQeueQ927syK0pwrUYq3YSxEZTUGYy3zjcz5QsyawUc4GBLEi0E6vuNENTQ8EYaWd+azbucunC9zu3fWuX5f/OIXqxFjkOSzgfKuyDQv6YkvP17msicd759njCJjxaAhCYYKeRgZHkSBh4mhkk6ccxsGZbwWk8/3g199/bVKLhjD2czt25lnhrp9EeXCufPZPuR8NYgISPOorcQYzsTLcS7PByOaeZCZTxVqXMuaj9GzNyHi+/GPf6x+C/j0PacqDguXh/0NYcNTKTCkhjZ5yujcDnq6FhhfhhWWDL1nzSA3gw2PRhaUzbgjby0fIqws+Gkrz5Epn4cjT/z1LPho8Yy/YV9b/5CN/NkMGvEiB/bm4cnrXho6kVO/AbvxNvb0kk5bSKsePEVVbs7aWvvUPhSsrbomS2h1pY98M1lxTs7i4jC0LI82Vxd9waIiX/GwOlf/XEzf3Jv2XMj2JcojT1BeJazp89qcV3XNFIiUr27wuhG59EWQHDeSh96uraw1bcCm5AhV61/mtPqiiG9iC56RaSU7mVrUC81kttMZsBgWRblWRwfv98mTJ2v7w0F/oRPd9RVxfhdzGYpv5LnVC0ZNznLqI1/9zUW+/qR96DqVrXVWM8fTFjvRKJ7dbOJtQmGOFm/rnbWk99K1kXMUTxss5ze+WrGGJyyE9oLR+qD6KKuHjsB2Q6ATwO3WYl3fdwwB/7QdiAWj4mAoG5lYzBc5mteIsRGkb8a9eTVq/KY3ospCxGIceSAYT0TRlhQXr1wsb8X7Z5sYQ74Hj+2vhto3aX3f1xxAOjAojBlZjIzAoHnmLF4aB72qcd9MRzdpPBMYZ89tC/PE009lUvuwyhR5yCYpVSbjKT1jOxmSwNjdyiGII8+5lhsTm9vq2WF8xV88fyF72b2B4dV5i0jA7pAV6Zej80zSMcTXQtYOhfwpyx6HsISv7xe7ZmDpfytp1buSjjxbDRZ0cC8vA20Vq/JSSJ2071u9N3PfMKrK5498ZIvXDvDiXavD7pHHGytNpnemfCuO49nJPnXKWd3EhU6OM2fOVL3mds6kfdqCn11xhA1f9mg4waThJp9r7akd1BGRoROcov2Ad55JBzPP5HOG29rasOkzwuq5fMpaSl2ceeDoypMrT/U6h+gcOXKkktwkqNvYaC8vJGQvLrw9rxQ28K7tm3rT0WQD6cgX4NGC9NKqD51nklf+23XKS4F8+t76yFrqsFy9eLvz2UAkHVHkQZNG/la+tiDHvXby3LWyEdKGjXj1EG//PXq4F+/1JDsQ1VB1TpqltJVn9GtHk93kk00X5crnOV0nNl8aWvrWnuSIux22Xt+O7BcdgW9uBDoB/OZun67dXxACa/H8+Wfu8E/f2T983irDTgxRdsatRocKnjNay9kAVzqBIWcsGQzGlbFmJm09YVJ6XWCSNAz1aoiMz5QhfofzxQgk5O6TJ+vefW9kCxjDWL5EwTgqazXksa4czua36zbbTRDP6DBUzQA1gsqQCfRRn2ZYEQ/E8vDBQ+WFzBNbyv1qiNjomXipMmzGgyQN0ouc8thYOUw+DDxTLgMpOCvLMRN9eQvJv5p5c4gJT6E9CXlvDG/D5GvZ8oYcuLZtN6SDnzRkIWdw5HWiv7hmYFtdnaXxjE7tusWrszx0bPrGlNd0dKcfEjWUORhv5annROb8jY/bE64NJ2c6QDZGFqaycTJ5PGt03rN3V+0LiIegbp4ru+niWj/RHtqIR4z3Thwd6G619WLmWcqrTgiooAwYrCxfrzqvZtNxZcDSM3lbG8PBl0puxsPV9uSDA93MAaw4p01n49G+++5Tddi0yaCjQxj6e72sst3TqcbHa2jBUBsC5gGjQyhX1Q+G0tKRXurjJWItMvQnxM4LyORsPqMYXWFCLhny0NchiJeGjFp24tRlNm3X0tiwmdfT72xkE3e/Z+lvD1cnH/mO8WzG3q6dySarnWHgGi7i1UVf0VZj8RrS0UG+Z023hh296dxDR2C7IdAJ4HZrsa7vO4KAf/SMp3/y/rm7ZphdN8NYjQcDm8M/eP/8R2J1EB+hffeXQZCXoSKXEWQsxG/EuCBaVhhfunCxEqZ7T52uhMAnuHhJyF7I1xrsK7Y7RAyZbJPneb2uXb9SZSlfWoaqGqfc01c5TT/x9GhGatWXEPKc0X7XffeXr734Qr4KslTOnnurTqRnnIX7T91TrofE2cKFTFvRMIKuGWwylG9VKXzEOSuvGcu9Y3tCaJ+uQ85tPqQhTuHDH/5w9QJZJIIcIJxwauUjhupgUYwNe9VB2cpUBlwd2kRobaRt6OLsWSMNntPZt19dC8pFxMi+ka+/iIe1PKMhOZMjhnLNvbTIZ5izFupT5dOVR41Mx759+yPjep3ziTRu1cs12RWv6Kwe6mevR2UZykX+kLPZ7CU46Gk7m4FQqkvFNKtXkT64OKQTyK3lRWcr0xGxVp54be2zdOYvmpOqvsl8u53qYqWFYdsg6RHUtdTPNdkVp7RPKw/+KaC+lGgD3tOPf/zj+XJJhqjTt80r1SeP332iTgfIWpnaVrzIFu4spA3gvmrINeka2W99Vn2Vqy3a74cunksvmIrh2nN19cz5djC0nefy0dvR+svs5pdU3EvTDvf282uBvIY9UrvshWHXzoofjDw3p1bQjlvL33rd5PVzR+CbHYFOAL/ZW6jr9xeCgPltw6efputnoNAKc/UYXEO3Czlb0WvOlOElQ7mGShkNhooBco18OCOAV+JZQxQYCxPtr8cQ161lEmdu4GIIoDmGJ0/cXfPd9Bm3GEges4uZZycvcsm4iOfh8PmrW+eHTZwZSYaGAVOedPJUw7SpB2Mtjk6u6Wc+IaN+6p7TZTQG+/NffiwT5vOdWPP+Uu+JyEU4pEUApWdIG/FSVyRmMHKDgXWtnnRAXHkvxV0OgdtI2XRwkMurycNpn7sf/uEfrnO6ns2K5yeffLKWI506qZ+5bXRlwBljZ8/oQ3476NTiXAutPRoBIHc9i1qERmwYdunIIZf+2vNmPHFp9qTPyt9xuiCD5Kb9M+wtv3rIu3gznwpLHjIsHiFDPH0crT6NiHuGlKkPjOknjYAIihvaaqgDuULDYG8WimwdMkWe6zzKSv6SLhoa9uWl005WxMprCxtpZ+dWq770qeUmrf7T+pNre9/BkR7idyWfemkLJNO2QYaYa92u59OE8WDvzDQCvyHlku23o3xbGQkruUYAyYOLlffqpr7OynOmq75U0+RaPKxgJq8+hLRa9DEQ3iq+/pHXMZuvttBB+Q1/8WQ+9+oztzNsLdc1Yt7SNfIHDzoqeyFzA8nVV2AxNjPoLK1AxtZzvel/OgLbBIFOALdJQ3U131kE2pcEGBfzuRgBnhkkxfDllcvX8o8/nrBsicKICAzDxQvDp6EYAN41RoLBIYfBMlGesWKwz4cMIY7nL12sw387s30Mozq/OQfqlcz9MxzJmD6TVbo8I+Q5JmdDLGMwJ0IAGTX6iWdwGCNnOmx91gw4wiE9I8ZjwQtkyIyBNgzL83QkW4jwtvFqLaZcZZNnEry85vXJzzDzcMkrHhb2wXNeCVmc2iQJ0iFXsJCv5UeaGFn4GF7/tV/51eoNQvQefvCh8olHvqN+eu5zn/tcuZy9BHmukCL42QKHXvZFVN5k5uYhKK3u6hlzXLflmcjcRVt0tPmM0tO3YSUP/AT6IVX0aYRhajqEPkRqdZP8yo8EYv/kCDAgR35fC4EXfbW7cuTxnI7uBWVKp07a2rX+JQ9M1qJzCw1fMsgi4/Tp0yl/WJ2uHeEMY+How++vXrn0ilqO9ucpk3doz5CxtMl8PgWnnenadLyxcKUSmo30yXe96121HekGd/r7Jm7dJzNlrcd7bV890xJgPhn9al3SN/XRr6+ze7q0YyyEczltuJyFFa0P08N1u1cf5cPWb0TdES7pxNvTT1pBm8HB1ivSOa6l7zhbxS60sp15LLfGkdfKVh/5al9KWvGulV3rmmFrceS410bq5xDo5+ihI7AdEegEcDu22l9SnX/iJ36i/ORP/uSfqN0DDzxQfLBd8Cb+j/7RPyq/9Eu/VA3A937v95Z//s//eTVsfyLTn+OmEScG8ty5YeUhUvLyyy/XYaxrV2+kjJXIPlxXbu7be6AavddefakSGEYKAWIIGCPDYAwBI9E8IU9/9Zm60piBORjj+1c/8K3l1ddeKy8++1x57/vfVyew2/eOsfnEJz5Rfud3fqeWFVdJNcS+H7wrw6pkKodxZIgQgGZ0GHrEAIkUkFRBmdI6Ix9kmIv3yhuv1+tXogcCggxKpz6MOk+khSCGxuayWhiZncw8P9gznPxhy8tvkwzG9Y03XqukZn/w27dnbyVkvj1MZjOa8EYsyKC/4VDDw4yr4WKEyPYzDz30UK2D5/XzeDG4jViSQV7Ttxlu9RAYZ4dylQOv5ZWBZEizHG+OvAjY+vru6h3TvwxDL966lLgMh2beH+J/Kx5BK38nxhEA/ybjDcwn8EayCno0q4O1h/QOLw7aXD9QH+V63tpI+9ZVsYlrcyOtbLUi2BwzeRw7s7iELN5F8ryEGA6fn99dV3u39pdW3UfS1jbkruVlDhx8YXXfffdV4jiRoWzyQksjc6YuYoEzXULfqy7mpMLc94H1paYzAriQVfIbIX+IoDI3Qoa1XehTxVifQABNU6CDLY6UV184grNPGlaillXH9nhcvDlsoKwNyGkkqxE6fVE55kqS/YM/+IO1D/y7f/fvytWlYSjcy4B86noqnvT7U1cvNX5H6tKmTugPI5vEbHx6mKfb6uYZHdpvt+Gq77T+2vrPrehJJ33KC4MXjfo7qO0/vBiQu1U2+T10BLYDAp0AbodWuoN0ZIw++clP3q6xf7Yt/MN/+A/Lv//3/7786q8OXqQf+ZEfKX/zb/7N8ulPf7ol+XOfl0LeblzOJHsb/l6Pp2FxtRyY3Veuv3W1fOT9HymvhYA8+dUnM1x5uHzmc58uDzz8QIzDStkXorcc47yTkY8HxKbA4QPxTk1muCjDxjm+9OSXq7E1eX8jw2aGcW0zsZLPfh09fDzGOyQjZY5vxLDEnF69drl6E3nEPv/FR8uVhatl8ZWb5cMf/UhZyKITE+lvZI7g3hCBPbOZk5QhuNE9a+Xwzj3lzHMvlR0nTpXVbBUyEkPFuDNLG/GWrec4O7EUEnukPH321bhOhrmD8xPD9htn3jpblq7EM5XNcpHE+XzWbinzxg7OZp5cyMfUwdmq93TmUPH62Ubl5jqSM3h4VrPH3ux8DPuLGfoLNivx8Kxm1efoVLxeFsGEpCAI4zGaGxkqnJ4e5ooxsu5X8mzVCtd80WEm9xeuXC6f+uxnSvxKBTH7lvc/XH7/93+/GvvJ8ZA7pMdwbIz3aj7JxnAHwFQ2C2xCCDZCgkam9RdEPMOBa8shMQOxRDJH8/mzkglqYxOjdfsSX2y5mO1/XgspHt2YLqdOncq8r+ViVfZ66hu/WtrK4oLBC6tzTUzkKykThrvtA5lh/fSFo1lgMxOMfLqvvlgkZyOl7nckv+dIz/7deypB2hPP8s6QFj4tXjsE49jR48k3W772wvOZMnCz3HPfA+Wu+x7Mwp14E9Mm50KMpoPrVIZ2ZTwY5yFSVkJanZ594plyz+n7y4m7T1dCYmjYnE1TCRbTVhZMjM5MlBur2eYoC1vGxuN1DtFC/C+lHqMIfoiNYzUYj2VoH1FaXRk8qZVYp88qLNWvX6khfzQkcSMbS49le5WVq2nbTJ2YykbmGyFr1y5dqbpcunC51hteFtMgVTdyvnDhXF52smo8OvA+KmM0w/D7c28z9MsZ2t3I72blwqUyv2e37zKmVvGOIuip16FDB0NcNxfLBH88fT5ybmYFv6/9HNi7r1y+tbkNUdJXspZzRNRjZmeGl9NG2ttipo20Ny/4teyhqL2uBR+kGbE27O4LPbPBZSPzGkejK6wE9emhI7DdEHjbum43zbu+fykRQPi80X99YMB/9md/tvzCL/xC+a7v+q76+Od+7ufq6sLPfvazdSPir8/zX7r3Nm+4dyab53rz51HZEwPjH7qyeANPnjxZ9907ECPz6KOPlu/+7u8uX330S9VD5R++vQNnMxGe8TLMy3jxojD6hld5KQzhOb/00ku1HGl41RgiMpoBUW9xnvOACLxFDA+ZzTuxEO/HQgye+/EQSyszeVkEE/LlZxnJNfw6H48cAsfwjmTYclcIBn2kY9AuRE+EzFyxxZBM28NcXxg+HycdHT1XBoOoXIGucGpeI/KQBfVwuG71o4v0MJafHPctDXmupZN3bmq24vXiiy+Wb/3Wb62fzZOnyabP/v17a9nywr95jSZCrFpQftNBeYK8AlnaSZmOlXip1EecNK0OTV9eOdfkwMK56pr24cnjeW24StfKIRu20oonRxk2AUd4UvHa1zxHws+8da5crItD5qs3TZrFm9mjMjqRpdyG3wVtSv/0gRYsOnJf04SbeG6DZDgow+H+xtXrtX8gqs2jpg3VrXoX5Ytu4lq9lUHeasiPmYf1Om3qxcjcSXJ4bXnvbsbbZ5j8ruMnygc/+MHyL//lv651INuLUS1rc36dFwv3sKGf/ReRe+XCyuF6II/5VGHYm8/AwVsedVO26Rr2pZS+1ZUuMFSuFfDqJ67O6c3966++Vrck4vXmXRyPt9vCLJ9hhPlUfkMV49QbpuRoA79LclpY2nLd4vq5I/DNjkAngN/sLXSH6ffcc8/VRQL+sX/sYx8rP/VTP1U3PrZ5sn/A3/M933MbEXOXbIr8mc985s8kgP7hO1po5MoKRUNVhw7dV/+h+8eOMDF60h/JEN3eg3vLtT/8w2pcHnvssTpEOZ3hMF8j4DWbPpth0hgCn6OyabRNmW2qbOEHQ8Lw3JUhPIbqmaefrgalEQAGrRKUlMegNGPKIFswMZKJ92fzZZBjdx2vXjRzAU2AJ4vejLxJ8ea83YgnyibVdT+2PGf8yEdKeEAMjS0vZCPbnPdkPthGPEoMJeJkbtWlbIpsgj/ZdLoVb6JNsg/NHKuyGEKYDMQD+RuGWxFUeDK40nguv7Idgno10uJacL/1ENeMrDNjjhCYp6c/IBAvZ2j+zTffkLSWhyAo1xmmvHbu980On7prhJIc18prusEHNtpcgPn11E9d1IEO1buYZ+7VBTZkqGfTXTqyRpOfDspCCuihLO1PNg8SrJX5+OOPV+JtPp4XkOPHj1WCqM7nL7xV24Es5clnePrsW+fLMaQ+cxLJbUH700Ggoz5Ah/qN5+hV40OW6Ky9b4XgWCwiz1i8r8vxosJmLd671KJ6GpfTd5VfsUk7r4TItd+QetPr6rnLGQ69WNMsLN5InRfTZsPWMOopv70LF9Ln5FVvuMBX2Smy4rpaiePQT/yOHPA09cKQNb1hKa949+qp77e+Wl9sqsxhoRJPudX5e3cPi4meefKpcv7G+bdlRR/y2uKs40ePlUOZo+o3os0RQR5mQ8nKWotsdVJe61OIev3dx9tOJ1iR2UNHYLsh0Angdmuxv8T6fuQjHyk///M/X4f/zEEzH/CRRx6pq0UZQv+g/TPeGhjStpXI1vh2jUB+/bxCz8zZY6jIa4adoaoGMf/UGd8DRw7UOVhPPfN02ZFVvX8YMvjQ6fvq8CEvRKhBefb556q3r6aPR40HhHG49757qrGrhiVGxYIRxtAQLWPBcDDmzYAzIsiGDaGlsxKXF5F+VizbSNqq4dlsSzGVvfsM9zqYz7ba2D5wvIBIqlXMjBaDRoeJfMd3X/aC2x9CeGthsXqbeC/N4Vt46VYlnfeezBBoZNje43LKmLZoJQtAeHLqNiEZHjP/DV51ODZn28XY9qNu1rx5bxitGUtYM6SNNDHkgvuBDAyGtj2XlgdmX7BE6mzK/NjjXy4n441dyme4KoEPAbiWr00YfhxHBIMdHOBBjlBJTu4bYWp4e043xEycA04r08P+ip7rZ/J5Jq3rJrcSrM175ESbaSt7NiJec3k5MCfu/2PvTn88TbK70Efua2VVZWbtVV1Vve89W3s8Y7Ax1wu2sMBYQoOsewVY4h1vLN5YYhGvkBASCMQfAC9syReBL1yQ77VsGC93GM/e+1QvVdW1L5mV+77c7yd+GTU5zcxgQxt1tn/R/dSzxXLiRPzyfJ8T55zwnOPEUuZRnVPARI6nEw8PwJ+NBtr2eXdu36j8AUjMAXlp6NQNYLPb5NV7ONpptoC7WWbf3QroC5ALjA8jvwOo9Xsny7OcYbSvLvy2pDmYsXSPLw5zn8bTtT6Zc4CNa789ml2pATDjgg8+cs4eO509py9XoM57mgYQADS3gV78BOCmpztaaGPmnd+I+sU7VK+QStrHZ789hzY43ygv6YejBv5OXuOm7/ri98GbXHt4J3SPvk9m67unn3ym2uxdyYfD8mbiNwbwGkNj4Ow/tEjCMbFX7A1o9VvhICZPdSrKe6sBkjYkGl98bXPIcx9l3dTlwEHjQBcAHrQR+xjT+zM/8zMPe/fiiy8WgJBjwK//+q93/vA/fPtHv/iVX/mV8su//MsPCxBGwq5YlvOH3R9xQkfqCK5OLDLCcHSiYxhPM9gXYMVp4diRyVqG3Rrt2aVoqGhvCFD7gfK2vRiw8sLzz1cwyCsxUK2sx6ZLPoLDmVDr2dPGaJsQpHmoWsjUgSZl5mZmq8YDCGjCui7xBQj0RpCOJI6cIMBL7K5oSkIn5w39RPN2HBqqnV2AG7AGXNFOCvZMyPEO5Z1puRUoYfA/lsC5NIDsvHjZOjimpEDtH7BDOAKTw7F9vHE9NnO5p2H0jPaEcEWvowrclHGt/w0QuifIpTYG7oEFS+bGST9oqmiA2QUqC2ADKACDvHjfgHwo3GsXuFY3gIm/uxm30fpOHYI7o4sGaXy8o0UEStCHBtcEO7rcNw2P9+aJ/hkz4wi0y68u+asmaQ9EKqseY25s5TO31fOVr3wl4AyJHEoCWkOuOSXMTH+W7Q8fnQq9Hd7gqfbQ0ZZId/PXW1+kvlTUeM5mtC/lpToGMHHGjx2nOhzXrl6tZfFQOB48BGLcS/jblq7VoU+A6cSelo4JheSdflnG9Vs1HmjkOY7H7vHA70lyjU78wH8JfwBSfO3wuwOuvGtzZSu004rjGxMKYHJj82Y9c6hBX6ipcxZN5og2tLu2E9u+tBXo3KkvOdGB73jBccXvApAfClDeXeY2E/CZg/1mA5jGTn7AWXl/Oyp/055IAt3U5cBB40AXAB60EftTRC+h/uSTT9YwIT/5kz9ZhSch5XlLQNn3shls7/3xdnww+eInuCRngoZwcU0I0owdP328fCn2hXYxeD0evf7437x3p1y8eLEcP3miswQboUAIEHpAFaFAEB6fmi63rt+oGoXRAKqtLKURWgQcYetgw0cwESa0aISg2HMVQERIoomgfeRMnAOigaRxHA/wXI22iC1gJ8h0ZymUBkmA54mRjicoMNK7GbvCLP0tZSmO4bqlsaX52BcCcxF26EYPei9Fk/nW25fKVLQnGwGNO1lWRlsTcI1/7tHrjE/HjnVANCGOXhog5dqhXCvTyrmX3HcEfgNtHYDIG9TyvrOk3gsXLlRtD94fCugFvDrlLRlmn1cAJfWtBIi2dowXuvbTJh9Q6azt7ywhdsCqOSCpX7vAirO6JGf3+iCv/gLUaNCOOtVtHiiLFpoqQIinNg9dWisAF/9641WgLTZzNJnKArGWd4Fr4GZ29kGdG7R/vbt5F2cWWrT+lEWLA5TSfqUvPDCXACDaXsBFHu2wbXM/GNBrXvMy/r/+/b+rvxH5V9diY5e8+nPi5LEKAtGkL+qfnDpSbl65WT8YOvTTygk+HuehLKX6/XQ+quTv8E15c1+d+AEs1vGLM5F3ninX+JWZUa/3zxPPaO8kdNjDO1O48tCHnLJjWf5fTX9daw9Qq8A92LDO5b15mcGr970ZN20bG97UNNe8if0WaU3RuxsNujzGutEHMLpv4NaYr4kZ2k1dDhwwDnQ+vw8Y0V1y/3RwgBbi3XffrVoqdmD+AP/2b//2w84TpJYJ2Qr+cVOzkyIYCK4m4AkvAJNQAQLZGLqnjZJuZSn6Tmy31qOF4F1JMydcBqFKUDSNn3ARuSs9EYIEiqVUAlYeeR3a1L58hFq1P4owaaEmDkfQMC5n+8c5wzGeYNWWs4DB3YBF2rvt/IppN2hGaAf1Qd3aHbSVFRvBCCgeySvLCTyccoDmdozx1xJegwDfjB3Y4nJs4OI5q+BatG4Seh3obDwi/AhuQpzwMy6EtT65/2AZgEKSRx3yO9TTjv3leC3fvHn7YT0ThxKeJiCK04o5ITyLpUjt4SnBz1u38VLwYdpLWkmG/ezfXK9k2Zh2bDkenmvRrsrnuWf4j85Gu3P7eEAz2vW5A2464EB+z4BIec2Xxx57rH6Q6A+gyc5P3e2jhRkBvplztFNMGGjaBkc6gHQkHrG2mqPBko7EscE10IdOtFiOX0+/55ei3cr8wAc0PMjHEf6on+3kt994s2r33v72pXLrxs2ylv4LjSLwN4CE94AXOtDoUFadwI/3TTOHH57JA/jptz43sIiGRrP3+uuMb8bFeLfU5oE61eNeO21O4J22lXNI7rXVnrmXXzlabHUoZ3z0yXsJTfjmo6eVTyU1v9+dZ+pRr+uH45+6kqnWr5429toxzsZNO/qID32ZS93U5cBB40BXA3jQRuxjTO/f+Tt/p/zcz/1c1UjdvHmz/IN/8A/qH/W/9tf+Wv3a/qVf+qW6nEuT4iv8b//tv13BH1uqP25qgMMfdPW9H2FNAHhOILC/OjLdAX7Xb96o7QAhcxG6s/NzNd9ENAdi9dEAEQQCF9+OoLUvbhVqWT4iTGkTRiKoaOnashNB3gSSvARoFXYRVoQQcHIoYVkEuGVXCPDQONhjWMgPS71VKAb4uXdIygK36tSPWGOV+Qg/ws4y1060gGzU0AQ0SOioICXOLOg9MTld5rc7Nk3qaXnQLDUeKYPmBhK8QxOB6Jn3jibonQGMSnfalDxr9bhHi9AsaN8ML+yogs5DsX/bjIYTqDqeOqePnSjvX79WeXp68ky5Hy/s/mzlFk7UOtWDXnU7o5Ntm2taYzQ6AEhtBd7VtvUXTZ7pA8EvD5pp+4yzOmknG4+fevaZh2D0zv17nWXrPUA0GWchIOTo9FQdR3Nn8th0APZGOf9obC4DuM+cPJdwOodq6KGVOOBsBpTaxQMdjr6AeoC29iUgbC1j6PrE6emE3AkoTT/01xyaOny0zpN7+VDZCuBfy8eJNJJ8/fmQ4BEu9cUkAD/XE7qFRzUa01QFUPq7umoZNeYAAaR4IdFAHjkyUZYfdLRd2pRXWKCMXAVEfkvG2IG/TVsmr3nT5pNx8EziFaw/wJvUmw8Q/TZm9TdR83S8e9tz89e1epwBsrWEdkojD4EnYGu+DIx0wGM1maQ5zAdUNWNI+w3Y7aSejbTnd2W3noGYM+gDerWBB9rx+/A7NB/Qpg9ob3TWDnT/6XLggHCgqwE8IAP1p4FMQAfYY+v1V//qX61aOCFeaH6kf/pP/2n5i3/xL5Zf+IVfKD/6oz9aNS3/9t/+2/8h1gBkBKY/4DQwtBu0J77qaW2ADs8sI0mEwF/+y3+5atm8ez+x4z7/+c9XIec9wUdbSEAQFFX7FvBgaYnwoIXwThs1AHAE1VRiwmmfMGE/Z/lK3SMR0jvRWtEICnZLByKAtLh6DsDzbgzRAb2xCG7hLTxz/8abb5bFCD32iDUwczSZhJu6BK5mS3Y4WiXtAoXAED7QauijcDYcQGhwCECaUEKQkMMnfcOXJniBJEvw7bl7fSAQ5VHOoYz68Ak/GgCvvEqdDRg4AyPAA0HLI1Q9eNRxLBD3bam8/vrr5blnX6g8fzN9buAh3QoosdwuWPBIgMGpAK+b0RKdSZ8mQ9ta+nQsNHGyebDnWNH5CGjzAMhzAAfaQgca9veJBo+2z5KujwWaas5IABEzBWNsPn/zm9+sc4inOq0bQASI4rlzp+zb1VlE3/EFjyz/Wo5luYZ/dbzCJ++3Ax4Xs5Rv273B8AW/lTXHAFP9+Ot//X/vhDdJH4y99yeOHa/l8f9wPi5s32eJ2DyUxzNOED5obOfGdrXuCZ356Pl0QgoxIzCP9cN44pExxy/36DN2nhlbfEO7Q/IOKPOOeQPa5VUOTyTvXBtzeb1zuDcexhrgM0fxCn+MjXq8k7eNl776LaF/P00pUHkir3HxG/O+aUZt3dhMNORBv/6hQXuuHdrBW/aR3dTlwEHjQFcDeNBG7GNMrx0+flDyB/pf/st/WY8flO+P8o5gkAgbmh1/zAkRmrb3rl4pUzm7J2RomuRjj8Ux5c3X36hlaSmrMDr3SBW+6iQgCK8mzJoAJCQIkXbfhJbnDm3V9xFWWxGywGCZyi4TWfK9HCcLQhfAQIO6ATM7LwjrgTbaSXUvBLCqB6C0+8L2KoeHaCKj6aEdkwaj5SCu2C0Nb44FOHa0TEfSVizrK8AQ5JhXsf2Rr0Wr2ZN1Zh6t4Vh41RHqYqnRpoxE+G8vByBFEVQ1lOkLPujT/v7hMXCExwQ/YatfeIF2YAJA2InDRm+0SurAf3nZmNHoeDYzs5SynS35AIDDE9ktJUvY8o0Md2zQAHcAB4AAbADytkctfqnHEe7XpT4803ajxb3xRFMT+HjXgCHaxfLTpvrcy+cAUtq1d7x+Je21cdaWj43NHXZ3a6VvqeNYYLlfaJVYGZaTcaiR0F7P1IAoznyhdQMej08fq/Va6jYvjPvV9y6XoSefLF/4wheqA9X1q++XZ599Ntu7JYB0kn6t7QJY7O+IAAC8Ks9qXwBnCeB2aM/4SMq41y/AiGrStcDYbaxrxvzzwXu8dPAaVh86lJXaXKk3e/eNV53fRZxt8jvVJpDtI60/trXmkr8L8mgv/3xXu57R5jXe1y0Dk1f8zNr2PkcsbTPryKP/bkJbN3U5cNA50AWAB30Eu/T/D3FgICBI8F9/yO3NS3i6JqAI1jNnz1btmHtalSbQgSr3BEpvfEguRFt5IkL4vXferQKNYKftEldPnpYsLakDCGpnQqtq5iLUPZMIRQKtadlGA2KADsCOwKI1IQQBP/R6t3VkqwIRfajAJdqc+TgO0PgNh355ljl/JLU+akcb2q19iTwDpvoiGx/cy1ZpiRVI0DYNoDbRbqcKu08oB+hIyq0nqC+hrv8N2LkngDsAoQOAtQnIKt/e10ryTwPhE9ntRF+WFuM0U8Fpx6PUM4f6Tp48Xc/qAAIAyaOJ/Xbv3kzlgXttOQOR+ou2/bSgoQEHQA6f0Nt4r89tPD/1qU9VfgCWAJ2ykvKAsLyW+PEMiBsIwEDr7tZuDaytbmAZqBa7UZlYtCXMTQcU0uLSSuIBL9+ePa2dNnqCAAF2LbpmHgDIrATc3rl1u2r8aP0s79J2mb88k595+okaSJs3uX40LanrbPXxEICZE/iiD87t3nXjl2eOluTtzJsOGLUEvD/hY/5/mJTtPOvMB+PROTpOFjKqT70+VCoPah0dQAcsc4QC6C332z1lbLxDr7IdOnl8f6ed1l4Ir/sGW/Y1X4xZfnIVLCpXEV8+OvSu9jNXzawirau+ptb/dlZ/S/uv27PuucuBjzoHviOhPuqUdunrcuBD5MD42Hi5PnutgpUzp05XbYzqLeNu//7vVTBAW/X8Cy9UUMhr03L0ty9dil1eZ+/d5QCgjXhVEsiEAuAwEBs9NmwEPLsvWrrtyAlLtEsBGQspAyQQZMp0tI+duH/i7k3EHmsrHrACBjP0X0uZl154sXzxi1+sguu//Of/XPcVBliAM8ulYgy6P56l8key1GlLt3/3f/6bsrYQh4nDw2USHQGEFZRGsqHTsu2N+3drfDVLwQDmiYQdOXJmtMzdvhcal8q/+4//oS5xLkZ7OBBbsKWAvMmU64mX8Hq0cYGbibEWz84sV87RWgWsPf7sk2U72imaygby9NO1diUABDBDs2feAwMAAEFq+a2CkQCmO6GFLRuh3ZwmVtaj3YvN3I3bd8p03j2R/l1+/2odyygCs+Ta2eViNtuQoYMJAT5VrWnGzrK3sQUGADPg4rEnnqzjAoA12mhVG31f/epXK01odKBHXmfQAb3ugT681UdLvE0za8nYsrAkr77XMTweR4Lxkdhk2lYwWtyMxWTAnLQSnjZghUd1K7cszw7HA7hnNzansW27cyuhUGJX2BtgCQTu9nYcct5//0ocQb5dTSaefvap8o1vfKNMTB0uI5udoMxDa7Ht643zgs0Ie7jJdgD4duz88HDA7hx773nLDgx0PjjkBZqMl7ST/LSRtHr4UgFVngsDs5vxa/d43eaBMx740OHNTCMtnznSOdPmdbyj8dTRn/frGTPjAdAPjWYLtz0v49ZGDfsTgNzAWDtzAOHkpF3L272Acmi2bItmtFT9ZvIBgaG0HvqnDoey7dCe64f1y9hNXQ4cQA50AeABHLQuyf/zHGAvR3g3wUSLBJgBZDRYAMLUidjP7QGPN954owIQ9nTs5T4RUAYUXrlypdrUKUs4EQquCa2BgIsW4Jc90dZKx9tSm95LNIxNCBEqhJVYZJaB2XQBZ8JTsEMDLuQFFHgl0/S0ZVHxB9n2ATS0fspvBpzuHk0IjwRT7h8UqiLOFOmfOHMTh8fL3QexI4wg3I3w3owzy1qC+U7F2WIsXsGrAVZ1mS3tdbR+HYFM+Dn0U3/FD7QcyxsbXyogSj8Ic/Q665fnrb/4gwcS4evAB3V63ru3rK0ckARsGBcaLCBuLIDJGS88G8hSoPfo6tvpLMHThnGgcQC/6qe9A/aM9cXzFyooRIM2ADx0ASXqkd880DYwp/7WB3ShE69rvQH5+mpMvXNuZZomUl71yqcetKtTIGtaXfkF4K5Lsj2Zl9EcHk5IHnNAnQ7lOISohxd32ewpx9jlhRbLvMANbezdmc4Wgur80pf/a3WqunjxYpnJXsvVrm1PY6me/Un9Ds+NibN7bbuX3LdkvIDDnGpe+T2TnNu1e3V0AJ94fZ3f3Xa2j2v1tjY6bSvbccbCfwfHkNHEqAT+eLqLU2k83UutLfW05Lre57ydeQiqV1s9tOV3Zm1de62f+al18u/1wXIwO8iWWt0fPHvfnrW83XOXAweBA10AeBBGqUvjh84BgozgJKwJadoTgIf2hlDyB50AJWQIIECGEGdXJm4eTSHB8dU//Eq1BesAl2hnAiDEKHN4rxzBMxyNxc7MfL0XxsVzSd1NCBJS6gEqpCbU0GoLN4Fw7dOLXmDFmQZSvuHQSsvFyQNosDOHsCdTQ8dqfdqwZdzRAEnl7G+sLUAELcKDqHMgHsA0iLu244rA5bX6fPZzrQAnfSIU7bjRm3JiEb575XKWghcCopbLydSh3wuhEYDG28YXvEAnnmoPPQCQM555Li/atgJ+9HkjGkd16BctHl55LyyMZ83uDghmt6aO4b7O3rbGj6OAMtrVT1o4/ZCfFlDd6NL+bujQprzakN87daoLne49d93mjbwCeqNdfwBM79WlrMN4NqeJOrD5Bw/UsbTU2XVGeUA22ffa7iyVatt47ux2gLR7NHb42VvHCoC1HG8OaFe98lhyZqdqzPQdHcoPmF/RBNtxIygoZRpg6/RxaIgnt5iU5iFtF4DT0YIJqP3BpK1GU3vXnjlLjW73rqWWp9OX79ThPQ0iPrYjbH+4hC3skrHXTwkvjUtLyu8/fBy53wk/0mh+jR3exEPrIQ3KylPP9d/OP/vpb+/b6++63yvb3nXPXQ4cBA5851dzEKjt0tjlwIfEgQa2CBHAh6C+fPl+1a4BCIBfz81sAB/hAjQwGicMBGUWPJfAPRJQJtHE8QglYGmkgIKaUoaQIOAqyMi1e0cDGwSc94QYECDJ24Ch5yP94/WZ5czf/9L/V0OjaJO2R100glO5FmsQjeojEL3Tr5WEtfCMxs5zZ7SqW37tes9+DD2jaX85+SZGDte+2VlEe7SZdqqgPKnhbCJAAT/PhWsRp1AAY1vWqc+BBm20PuOl59oEXNCARsAJbZ5zPJB/IDEMgSq0su2SnyZUGWMkL34D5q6BAnmdLbcCjRUwxmMVP/UBb4ExRwW1eyBiNWfv0NI8T80NvDLWPhDUpe3Kq6AmZzSvxJlG+2hTRwMn8mrDczwwz9CqjLq8W4g2VlJ+cXG29vfUqRiXRsMnPz588JBfffrarg+NjVfAazcXnrvG8U481R999NHKNx7JT8W0QN+A5/WdTsxG5c3FNg/d4yk+tDPavG/55PlgQk872jv3LemD/jaeu1efJB9eetd5nunV2wGyxgAf1wP6AFk8EXuTDezoaGfCyJPZAABAAElEQVT/4NaGs/Lt3K7xyXWPjzL9SD2woEDq30Vz6mxl68XeP/K0utr5g/n2P99ftnvd5cBHmQPfvQbwUaa0S1uXAx8iB3Z6EmZlLMGMY+2zvBXANjJQRrPLwad+5IfLUHaaWMhy6N04FLz++pvRqkXrs9NbfuLH/rfysz/2U2UlXqjR65RjU8cjqaINiobmvWtX6xIeG8DeBO1dzHLb0QjawQiVoQiQw9Go7PZGw7WZoMEJ+ru0vlweLCWeYJZmCbPVLMvxsl2L5k3Mu554ZwpZYvl1e7SvXH9wp2wP9pTp7E5y7db1eIouVq3QC88/G6/ZaEIi3JYTNmQrtk5zKxGQw33l/up8Wb51p5zKHsCnEnvu3uy9stkfbdZ4Aj9H+dMzFO1bbL3Wskx6NLZjW3NxFInjxdMXLsbOb72M7SSUzFCWnh8kFEr/SBkJHzYD+LYTPLpnO3aAywmCnX4+evpc2ZqPE0X2Jhtc7ylHA1hHsmI4EgA8FJnaH9oCR8sQEB1e9QbM+cNjqXo8gGgwmqit9HsztoVRW5W7K3cTh3C+rA9kGf1IttsaHyjXZm+Vxa2VcvXOzbIbDdVGeLoUwDobeq/fuVfmEvZlG88CIu5H+3gyIP1IlnpPZan8mEDBAYDT0e6OBYz1BdwMBOQMG5+07xrYIegBS8AaQPQM4ABOgUAAFLAE8AApz+oyeebAZEKpCDh9/254HJvMFoTaR4LdJYRtsQuHw/XRLO86Hj//dDkyFk/W3oDU3YDZ/olyCM9XM1eWN6qZAXvQN157vczPJfZggBHbup3wNC6/9WCL2T8a4BngfT/2p+zjLCurnylAf7R3dqK5n+Dah6Ip7Y3t3PBoPMM34jU9luX+zMXojKMhFgg8HwmDGZ20s72bMcl9OzzzbjBz6NBYPG+zN/NY5jtN4ejoROiiOY893U5fth/MUGac03TZCX+iv8ze0plzO7GTzdwYzu/NEqy9i7czr9aTfyPIbDPlle2PGUT0fzV49VbmIs08/jeHLODR2ACIxq19MPkTAWADlEC2Dwh5AdoGYl23DwsfTZbOLfVaFs7mKvllZ56yL8x8BH4d6jMn1Kl8q9MZDd0wMB/iH+duVf/LONDVAP4vY3W3oY8SB5rgIMxpHtryHW0B+zrPaQG9I2BsSWfZd/rodP2DrzyBQKh4T0i8+uqrFSxYXpTXMiiQsDnJezZLwBEWDsJKvYSzRGBVoUJY5r1Ea6RO3qFjfWPVLhDYoMVSFm2ASURVR6MTTVW1WwwQ0RcaiSYgW5vapU1p2h400XCxOfSsL+Ey9F+9dhwZTNw8glcZNAIVp86cjtDuhHlRXqxBIUYsRatfIqiBV3yxVMyA37XE0xUoCB54mCJ/a6KZYXK1trRSvaPv3rudvsT7E2BjD5cMI6OJBbewGN4nKHbsxACC4Ii6GwRN6MziXOUHeo2hvuMFXqJBP/FaPz2TDz+d3Tu8czRBr5+tbwiVH99o+9RnHmgHeNR35dSnXc+16x6IMCboUl5bNKnPZ9/ot968VN8ZV/zmBfzSSy8FfHVsDbXRQEuMQmudTeukbodkvqlXXm2bp63tpsEEcG/dvlvpRH+lI2UbX/Qdrd6hXT2S9tTnvj2rL/betevvd0YH3pk/h2JeMBwQy9ZRXd5pz9LvegA0/rg3F9ls4i3eKV/nT8IS9QWI4lWjJ9U+TOhvx8OH3+OilW390V9HK+u68ahdo6P9hlXpPb50U5cDB40DXQ3gQRuxLr0fCgd4aBKIQnoAVgQJAOG5JTKCxntG5oQDECARTIAWgcT7FngipJYDSoQ3AUiAJktuhIJ6CA6Cni0XLdFItIFtT1aCpgEONPCAZeB+OLty0AzSKNIoETjq1C6tmXrFCgQIOUQQzgAamtVJmGu/gQRgxfKjNjxzyKMeAIAQqyAiZdkrAqDyC3Qsr/fqboLa2WGZ1VZc+uB9A0tbQEL4pe8OdbBJq8J7//O8k28nXp9QYdVuRR20k2Pu3oMsfweIRT8zMRLbumShPZyJxo+ayN7L9+IJfP/O/QTPHskYdGLxpaLad/3HC313dIBpx37MNUGO5odjhI7QjR8NGKhLaiDAOOize/zTd9fyqwd/W589c68+/fe8ga1WJzrQya4U7y5cuFDHGKgG+sw/7Rlj79XT6lROfW0OOeuTOSGfe3kdkrlj7hor9elLGzN9aGMqb+uD6zp2aafxpfVH/Y6WlPlBSRuNHm2ho5Vx732rT5tSy9c+1LStDn13lk8deN3KtDobLfrpUJf69/dHntavVlcrpx7vnLWlDfMIz9TnnTodnMO6qcuBg8aB7/x6DxrlXXq7HPif4AABQrD6Q04QATy0J0K9AIWEAU0JQUwI0+q1nR6UsaxHILAHfPHFF2segODBzGx99vpbb3bAYOz22Ihpg6bKTgoCEhPUwKRE8BHuBAkDd84agvYKJQMwAXaE0Ero48V78eLFCjo9IxjRQuMjqbeCxIBSSRsreSav+oFGfQeetnLWBwcbR3sJAzGRkuXw0SNV0DVNknYIPrQAEYCyZVBl8aPSFzCjDbxDv9iH6G9x79DC7soB9O23wVJeOcdYnCGEsBnPdmjxkU5MwgCy8M3y8ViA3niWMSeyNB6RnuXTw2UoS7+jKXN0fKKOoZ1B7BMN0Lc68UXSd33RB4cx12f92A8uPGsgw3P3DaAAA2wCHfqO33gDXOBXG8tWJxok9+o0T3xk0GwB2TzMteFZO5t777zzTq3PB4Y68UjbEiCiPvdtbLXvWl+Nk7okZ3mBTUvY+HL69Ina9n4AqH/yGSd0tnKetT6o370kv/Fu7Tr/oKQ+5dWlDbSro80fbXrn3u9FfjSbZ67V750ykroaDe2+vsg/6kGnQ13tkL/R4F2rS37P97/z3nPtukaD1D70zJ3GK7+xbupy4KBx4Af/Yg9ab7r0djnwR+QAb9np7LRg5wRBdRnRU0J1ttjKsmLWIqcSYuN8dvk4deJkmbl3v2rvCAFCQSIsJPZfx6ayNBxNnWeC8wICd+/fq0J9NkBj+nh2bIjw4XxC6Fsy5XShLnUKbTGSZTHXvITtRzq/tFi3ZpuJ0N6OcCT8AM6nErNOe+4JTUISeKAxkgAcoIEDy0xi4YmHZ/cOIUZskbaxHnuvxeyusZrltCyrRrbFFjAha9jhBWS5n8peu+om4Ag/WiVAh/ADLgBA94AR4Qokt74Q2DyWHVkDrkdP7PwcLTVh287tuTqGMyZLsUs8ORUv3owEW6zl2Cfav2Qtns3j8cTeWo12NX2xjVlaKnMB3uMj45Vm9OGBugh4Atw14IXWBiK8++Ahb6OpnVt5gE8dPgZ8MOA5vuCRBJQBaupsYEF7rU7PgDM8Q5/DXEDb1atXa33C6XAoevvttyt/8b6Bj1anueXjBS1obH1Ag/bk9xGjftfqlw8d2vduMeOPfvMECPQe7UAZ+pyVlZT/IA3qwsfGy8arWuD7/INP8tcPkdCBPtdo1rfWP3U3HqJFOffyOZRpfXZufWt83k/v/n60fI1WZdXlXpmW9FU59LS25PEc/8x9u8CY/0Cg399anndTlwMHjQNdAHjQRqxL74fCAdtv+SPP5oomyB9xwukzn/lMFcCuCRt52rIPISBuG4EE5BA4wJ5rgKAJXAJWWcts33r1lSqohyPoxaazBGyXhhqXLAKFkCGAAQnAz/KvGIXDgEQ0aAJJC+cCXIrzZz9XQAQIAF4tJ6NfQidQQFABFgAcAdW0PECaRPBJ8jbBWzV+EbY0dutxKgFYvddXfdFXSR3Cq7CTBCAIaLyTlxAlMPFOkN6tOHQAtrSBY4lxx1O4LQPXpeCoRO1s4YgF/sMDQN2M1k+76pLYheG/Jfb1tc0KwvTNM8DVfr/6rX18tzRrTLxHF/rQqr91HJNPXskYS/tBQH2w98xzPNOe6xosPPUYd6nNlUardvBcMg7qV661p308M/fQLH4inuovbbKxBQSVbXxX3niqu/UT/xuP5NM3Z/mAYHMKYJG0Ka9+AC7sVdVz9EhC/qRuNHovn2vv1OXwTJ42V1p9+uNo72tDP+AfdGkfn9Tf+KIN9atHam05q9/YeSef8o2mdr2/bGveM22g2ViYx61f8qgDHeqQ5JdaX5Rt5ZVrbcvn9+e35vBcvkZ7raT7T5cDB4QDXQB4QAaqS+aHywHBhv3x98ebYHIQuMJmPPPMM/WeQCSoJdeEKqEhn3MTApZgT0aAC8UyEqFAGLDXo8W7fe9upE2AS7xl5SeQCLQmNJy1QSgrNw9YRnMGNLEDrI4RaZ8Q024LEk2DSWMDOKiDoGeHqH5JW2jWL7ROBdCJBafPxCybJXHjWjgcQs1S7UaE3YMAk74ErlaO4CSELVeij60a7RM+eUYgol8ebROItEqAX3RPdesz5yZAG337945Vr0NdDrxQB4CFV/rhOfAzGL7gCa9pjipsJHm9spcUtxAd8raxVReADJwr/8GjgQJ0OfCyHe0ZHqJfAs7wUZ0AHNoa7fvLNxrQr6w8aHIYR+Xa+HhvyVe7nI2AP/nxvpVp7aPXc/PB+LS65Vde0kd8sNQLMKNLOUfL57k5uh6grU19xG/lXKtLXveOD9Khnda2vjaeef79UsunnLmL/kabZ+qQx9ESGlo7rltCj/LOUivb3svbDv1pYynf/utGk2fS/jZcN3671pbzxZhgsPNtv2Nl0dhNXQ4cNA50Z+1BG7EuvR8KB2iUmmAgTNtSDpAHPBHwTXgT1LRJTauCAH/0lwCVxFxzEAC0YgQDIUHAvv7669WJ4tbdO8UxFI0dgdOElnoIJLZ+doE4lCXcJogAGkKSKAT2eAy3jewbKAUkaLqc7furTe8ILTQDK/ZMtRQLULnXZ2DI4boJXPusAg5i+gGrwGClLbxRn/LAFKGLN3jWwAE+4U8DDwDKSGL59WX5dzN7Cq9kqZYdpLr1D/iTiHO86iTgpXMIZ3MkIXnsXAFE04TuJrTOUuoQbmNxeaHMZ5u0/uxYspjdTTYSrmRb3LgEGwHOGg/xoIEk49NAh/bk0Xc0ey7J88EDfQ5j9tRTT1V+W541X/QbaKp8S58bwNJma1dZfHeP3/JoQ7voawGajR1AbXkRmDePlMFntGrfvXKNRuOjPucGZLQnP+2gMUafPMbE3PBOHuMJaGrvk5/8ZH3OPlA78ra5sZ9W9Dq0tT9pvx37n3+v68Yjc9bvzH0DrNpUjzbRoR3v8GB/auPR+CFvG0/5vG9H45V7Sf3yaks/G988b2l/WW1I6pEHLWjXZuOvubC/fKune+5y4KPOgS4A/KiPUJe+PxEOzNy5WwMnD8b+byax2+azXdhaHCRsu9ZA3ey9eNjGxuxIll69txsHQbBfMNOk0bTIYyXz5ZdfrgKcoH4vu2TUIMFZ2qWl4mihPNDWH8FiqfhKtpJTH2FEiHDEuJfN7mmXFiNYAIOnHn8i4WcmKw08j9kOToyNlwf3Z2ofzmYv4wYuCHzapAY62Pax9VuYXyqjsZHr643WKHHX5ucWO2FVhhMuJMoPu2tk1TYx4RIQOTuB9GVp2VKqpcK2lGj5F/iTPAOInHlR0wrqG5Dh+tyF83WpDDBkm7gVG0SCEvAggO3OUPubvYR3Agzxfn0lzjIZDwDUfsqHsl3dbpaG74YfgwELvQkgt544hyMT4+X4yWMBtp34iRUgBjC/c/m9upyKn0CU+glzNKOjCXP0Gx/v5MNjNDmjETAyHt7hK6DH9pKdHsAEAABo+oXXAnQDb+7xQBltyQfguKdhBRjwRrtoU7YlbQCi+OdDAz3qQKc6GnBSF9oAEPQaE2VbX+WTzAP16Q9nEvfqkpzrGIRWYPbFF54tP/7jP17bQ786gTOAH+BTPyCmP1IDZvqDFv1BDxrU676BRH3wfD+/0dj66Dmw2rSp6kEDoIUG/ZUHDfjlWh704JV20CA5K9v65r287l1L+iBP45N36tCWuhv9+t2ua8H8o000oMl7c4oG3piO7PGm5e2euxw4CBzo/EU4CJR2aexy4MPkQISUP+j+8BOShD1hRVD4w06I+SPvnT/6hIGjlamalYCxRLutoUnY49l3VlBZAoKN21byv/f+1bpcevLcmbKzuF4D+14NwHiwMF+eSPDes4+cq84eEwRoBBHQdfvGzWoLiLZj0SpyfBgKMFpJAObN0MyZZDC0rkdILoc++QgxNBG2tH4vvPBCXRKdzzZtwNRjeU7oASobtBh7ZZZS5kj6txUUOJIA2Nfu3CorWwlAfO39cv/9mxU8nQn4US/eqAN4JVgJvscff7zy6NTxzrZrhCtACHRI7jeinUQnQHI4wHUgvGHXyEdkMN67O9kTdiqBqgVPtnXZoxfPVQCrja3tteSJtyZFTMZkKHXMx0O4Bi9OPT15tys4cmLCDWQMeP82oKBt4BydzgQ8PqnX4doz4w5weCZZ3lb285//fAXp+HolQF0eoMfcMEeUBwwBeWNufqijzRXjIh+eOYyteuXxrs0TIGJq8ljhvSwfTfJi2pFHXa0M2mrdiZ3XgJd7c7L1A8BRzrMG2NRpTNpcriA8YF9Zc/zV194sP/kTP14+/elPl1/7tV+rYw6UoUt/5QFugTYmAJL5gAbvN/Ib0GbTpNYM+Qd/HPilDyPx3kZXLRsNs9/IrsmQZAzwxdHMA+qL/KPs3XxoWOLXF309PJxdeBIHEjD0Xp3a2p+029rWV/z2m2Q+UHeriXa58jPPlFevpL52vb++D17v7+9uyndTlwMHjQNdDeBBG7EuvR8KB/ryRx6Y4pABTA3kjz+tlGfeuSeaNiLkxrOE55q2j8BowptAITgcbRs2gozArGAnwh9oAMBuRHN09vwjVfjQYE1OT9V3nD4IqQfRUgE/a9GCEaws9YYTY1C9hB5BVwWa3QryjoavCT7CmuBUDk3Ajnbl2Qqoqg4UeS/I7liWZmnjtqPuszw7JNRKnFPWAmYHovVbAXIChm/GdhFg0AYgoV9NoDujiTaMBhAw8IymjSaH8JxKwOzpgJqJ8Y7WtGc3QlWQ33g/A4RAqJ0XgnrrPa1m9EYBiovlSLSlfbsBJ8YIMA9/hrM12ljsEnsCbhNLJzzYLaNZGq67i2QJOEEZk68jhHnRoge/8M21s+S6gQV9c+iL5zReeAbU0djx9r18+XJ57733Kvg1rniNH4AP/jRw1OpX90OwsVevsdGGeaM9dOGRZz48tFX37E1Z9Rs7z5zlb3S3PqnPeDTQVOdF6vRcvc7oU3ebE+aFayAe3fK0ucuz+/qNjuf6T/3UT1XArLy29VW78msHzdrY3758DnlaUsbRkrItNXqdWzllWxutXBsn5fDZc8/0C4/xx73U2mtl68O9f9qz/e16pi/t2QfraGX21/PB68a//XR+ME/3vsuBjzIHuhrAj/LodGn7E+OAP/DNpo3gIdRoJwhKQoHAce1ogrtpC9wTHt7RWvHsJchoA6ut3h4IPDw1WW3Ubkf7spvl35MvT5WVLHleu3mjav2ms/QJODguZSmuLbUCAQCAOnnN2iJtiABUf9pFBy2O5BqARTP62fsRkEAZrQ0aCf6aLxoy/ZIXmKW1GIxGTTuEmDrFIFwLXbalOx1tYeu/8pt57r5pAJVz0LixZVMH8KkNYBBIAPqAaUvkR44kTE3o3wq/Oc4cjt0j79+t2PbtpF51DUSDOhbNjHamA5R3o+XZTn19oZmX9IM4uvSmjrFsYTaUcegLXZbZewMMkyVAoKdqQmmvjK86pcY3Z8nzBmTwjf2bOWE5F7+MBc2esaGRU06ZBlIaXwFeWj6ptSEfHji0AajgueeV93ugxTUPYM+BMvxTpmnJlPUMPepwX4HJd7BUbbf9451xanSop81t9bo2N/RtKB8CPlLUL39zPHni8YsVxP/e7/1epRUApD1Ufj8YbAAQ7dsB5A1c+m20hJ5Kbx50+t1xtEAHxR9HocG9XWjUI6GnadNcO5StHzMZ/5o2OvdLsS1tPNbXllq77dzGzD7VbEgz8zs2rqHBO4d2pFom71u7rc7vdW5lvNt//b3ydp91OfBR5EDnV/dRpKxLU5cDf4IcEAQZSPKHm/AiQJrgJAQIR9oS7xtQcO2ogjNCEwggcB20h/Kph6B0DThcyHIiuz5C940s8Qnxcj8giX3fduoSQPZavDEtM+7XuDUtFAClHQIXfU2DRmCyByTQ23t0EJYS+zDgpUe+lAOGJO/R79wEI3CBbp7HvGptPxcxXJd3LVtK2sEP+ZQlePWJFhAIQj+tkfhoQOBCbAwtiau7N9q/KmSzdCkvLWdPhPlABC+bP57Nkbx1pw82l6Pp83jA6rmEvDmWZemjAYvD6cdg+HUs9olnp4+V87GjPDt1rBwdG89WedFOhhfLD+aqAH/rrbcqsDKOEt6ho4Ft91IbO2e8b895x+oPHhtLtAM2+IwP+AmkG2N9bTxpQEJ9rhvowi/l1a8+Z3Wrwxyh/ZMH/4yTej2TB12em6ONXtfyaRctDeh475ljfzsNvKFBHn1rgNc9viijzeWV9RqKxtK+52gw57Vj3qCttelaO/oBoHkvNXrqzd4/bb4po//qbuANr7x3aKuNWzujAZ3aVdbR+N/eOSsvtfad1ad+7baz8tpu/Wtt7y/brp2/X2rl2vn75es+73Lgo8qBrgbwozoyXbr+RDmwEwBCsBKKhKlrQoLAcBBmwEoTKoSG55IyrgmlJpg8J1QIZ2cClWbofLQcb2RXEIDq5u1bdemX0JxPfD9Ci9AFomjMCDiaPt7FwrNYjl4N6LIEKrwMgaZebbgGahooo70j4NCjH4122jl1ALtH4sSi3ETyAoj6IO9S3gMEeKC/ACsBS6sHLLCbUq4J6tZvGkZ1aAtQYR8mHI6yR27er3UNxXFD/rWVABP7BQN8vJLHYg8YrSB7r+HQoC+cg0+dPF6OB4SupZ+PnDyV5fMHpT9avcpvy+JZHh4IeBif4Eyym6DQQ2UmvOExDJDuoD9AzfJts2HDLwmv9E9fWh+c1Y1PxlW5Ni/YS+o/2oylfOaBcXPop7bwznwx7upvQKXxS3vGXF551OO62dUZf8456pbQpAywWQFz2pe85zG+nH4Yv93YTqqr0aOMQ9JeHcu047122/xGn/mmfc/RqZy2Ll26VO1H2ZDun1vKqM+hTYfr2ueAdXVos7WPhv30yDucsVKPMpuxOfWbQFur1zmlarn23Bnd6sIzZ78B7RtX9Tnk2Z/ka3T2pVrX25s5claPe3tftzzOykiNHm3/oLT/fYf2H5S7+67LgY8eB777V/PRo69LUZcDfyIc6BVaJYLDH36ClpAnmCTPCFsCpv1hb0LI+yZIm/BoS1beqYsAX57vhNwgFN3HSbUGdaYpadqS+/FuJYwAUGDCYbkUmJIIVaFjeiIsaSvYJhJS6gOW0N+EIgCIZs+cCW+N0uDdS3/cK4dmYEU98gI9wNPNO519jLc7SpQKeAg4+eXFGyFZ1K1N/dQPPLJ8+P7ZcxVQaA/dx6c6y8eCPAtivROjf1vgnT1zMsepCgA5zuwm6PRq7CBtobea8C9oGw1QXFheKqeiAbQDigDa6KShBH6GEnanAwBjjxk7wMkslx8JCBuM5vDa0kYFfl/5ylfKL/zCL1SADdQBeGhVj77s75d+AH34YSzamOEXvtkPGTjSd3n13xhxLlEf4GnsXHvuMG/wwWFuScppWztAjHe8cLWzkLA2bBfVAZxZGm7g03tzzhzgvKCeSmfC4LR2vFdfA0yuG6Bp51YHGtbi7a0OfFGHOiW045f2297T8sirH2jBB8m1cmvsN1OHPPjw/VLTuKHNcn4IfJhV+Xbk4iGo1R+HecG5SZvt92o89c37h2VTo2f7j+38fipoBC7zfj1z0UeOD5E2D1p+BKmrtev+j5KU76YuBw4aB7oA8KCNWJfeD4UDj5ybiIarAwoOjUSbsHy3HD96rGzEQWIwoOXcmRPlyrvvVIHDbmg82qq4FURwZDk2/1mvpL3ajsfsbpwQqjNjhMpONDTDESB2DFmKlub4yRPlkePRJAXQrAWcrETQj8b7d/LYZAUdlkl7oyUcGx8pTzz2eLn05ltlK2CkbyPhR+KkMWH7ttr+odCQWH7s5pKWN1bK8VMdDd1uHCbGhlEVjV6Axalo7tZiy7cZILE+PVVGj02VhYCw7ZF4Ki9FI5T9dHeG+8vYRDSRK/PZdWSgzAQADu0JVEuygyk7sHmnPHtholx+971ybDohOGKvd3z3QZBntKDA2M5G+XNPXYgN3no5urNeTpw6Wx01AKj1M8fSz078u4E4mvDgHMn+vS+//OkK+rgLbG/GSWE5S5mrS9UOEM2r4dPY+lwV2Jsb98tj05xPIuCjxunty96x04fKKieWEvu+8SwPTxxPfMDNcuLkZHnyqYuxpbxX/uN/+g/lzOh4WQwwnQ5o6smxtbRYpsYSyzAAZzmmaCcDWM9km7+llbU4QNxKn2JHmHEbH07f43DSnzNAcyggaym8GArAIuNtQdcbLeZw/0RZXUx4n9Q9EoC6NL8QgNnRth2fOtkBR2sB7odH8j6gf/hQeXf2cpxXstyZSNbHsg0hB5+llbkKbjLgWX6PV3J8Vc4/ca7udtI7cKhcfOxCBYJHJg+n/sRkDHAaP9LZ9g+QXFrv2MEBNGzcbCcI4BkDWl9gKy3W0EHDh2JHGptV4Kavf7DamZ48c7raOgKePMG3MqffuXo582stYXgSlzKhdu7Pz1WgNJg5up7fRlbyE5txKPswh8fhEUCoHcDJGdhyvR2gNRiahgey7eLRiQDle5Vftiis8R33yqBVAsbQtplQP/rWAKb6V9Y6Tj1NG9uxS+yEv9GePgNhAGlf5h2wK6/xWRPfKIk+rwK9ANa608xAtNrRvG6nQwNh/FaeC3+0mt9BKshvPba2OaOL5pA5hX7RiOciILoTdqY+C++6qcuBg8aBLgA8aCPWpfdD4YAltEMBdVXw5Q86wUMjJ24eIUKg0BTUP/55T/NDKMlHuDgIEwKPoFpPGXURBsquBnC49l4Sx+/G8p1qM8ZuTOBmGh5LvmLK0SIqT2CpT1mHZTICjoaqCTjv0YIG2pAq9PbaJfRocU4HeNpDeDPty1c1KAGU+qMsuuQdC5DjhDF1JEucAQfqo60klDmd9AYQjAWwAiy0O7ZB4+xS+73VUx65+GiEZwBt7PHGssQ8GlAwMXGk/FCWZ3kdc9BYWY6NIXAcOVw1ZVn+XY9GbWE2Wsp4AbMF1OiuPAHYQJo+70ao9geMBWbH25fNWGcXEHEUB7If8Ez2s51bZB+3Wu7evlOuvH81Av1I7Yvl85WAy/4Ax4HBgKCArvm52XLq9Nka55CQf+edS/F4jud0+jPecRKu42uMHfroLPWkLxxnmA70OIduTjGWLDns8KQdjmMFG0iBlW1Nh+eW+M0Hy7yHDx+q40hba3kaiDGv8BrIcRgTYUoyc+p9m3/GvM099KDN/GhzkUe1e6mVkcd8YmfZ+oIWx1LmX5tv6tV2Imk/LGtuApTyopcmVP12jzF/2vxTThutbe2rz4EOz81b49nmHjDVGz72R3vbExr1zftKgwr2knKSMxqA36b1U5c2tI1/6JG098FDPv2X1IVn7tUh7ae9Ptj7R972zvUHD223vrb295fvXnc58FHnQBcAftRHqEvfnwgHlhKHDnAigAnd9YAj4VAIGDtWECquCSf5puLReyv7/vqDT1A5/NEfjF1Ty0MgECretSVXQoNwA1qGowkSUgRAI4QIbUDAVlzvZCmQQAYatKed3T3hKW+jVd0NDAAell8JaUuhFYjcvFW1MsdeeL7MRwN0d34xdQ4lJEti/YVe/U219byUpd/bt24kNt9o+ev/xy/WfYaXFztOGrUPC9GMpT8no0U8deJkDZD9SDRGPJ31a3DokNfxqIzTQzRK6OIRLR07e7ZqSabS9/mAtApsLAUrkP7NzNwr92/fiH1fdq0YydJy/hKNRhM50DuSGHiJzxYQBGAtLXV2Ihk7FGcMbWTpnlDGp6mAwtGxiXIyNoJnzpwrzz71dLl+c6bcvH45NnL3U1922oimdW1ttMwl7uJx+xtnGXoNsAcY0rYl6K2MfZB45TnagQP9B1D6AatoaI0H/gmrQ/O7mX7gAW3V9nw0mXl+98b1urR45/69MpFgyuI69mbsUjhAPuzIkmN/2hG4ej7zz7L7ds9G/QCo4538NGq2uqsBvDMvtaHdNubGWl5zQmpgJgNVn8uPx+aYcuakZ8p7jncNDHoHHNYPgcwL9bYdYCx567dlbr8F5c1BdanDWX58cjQavXN452h5ldVuu0f7/jzuO3W7+k7yrB4B2spK+tH60+jyrh5577y/7sarTv17Hv7GP0m+lryXlG/X9UMkz9EuOWtfufY79swHRzd1OXDQONAFgAdtxLr0figcqDsoWArdW7kB2I4nmPHtO9GaRViNHeoE8AUC3ROEdoIgcPzBJ/Q8Jxyrli6gwh6+wCNBz1atgsmUV7cygJ5lubq0GI0GrQZgqO634iFMsACBhCkBo4yzZ97JX8PCpF3PW5Bh7dCeEXTy0eKhq4LYaBvVx6FB4F11LISGgWjGIt/LdEKzHJs6WqYmxsrUoZEynaM/2jhly/a51LtdbcIATP3tieOBpT1p7sFMvJhp0AIoo00dGctuGwFpG1k+3E7sw7FoA/GC1s/S5FD4sLO7Va6/f7tcu/Jumb17sxzK0nXP0UPxBI6mLsuLI9E2Dp84Xgay7ArA3rl/py6vDs4Oltkssz73/IuVDprD6dgbroam2QeLZSLLy8empsvF8xfL048GfCYBxDopnMu16zfqcu/te/cThDp7HWfJb2Sov8zNb9Ql+F3AMmCopmj7emOfOJAg1ZvpHEAQqFgdF5gA9GZZHlYwFmFPWZqJo87efAAcaPZ4cRu/SVvaZQyc2dZ5bj68++67naayPGouaoMtoblhj2PjROtrnNVp3rk2xg2cKCPV++Rx354BLso4fGjIs/892tRlbmj3oTYwukcfHsovJeQOkIgW79UBLCoHiDqr35xrbVWC8o9n7Wj0fpCGSls4K6HneyVlHFuZ3+jXbg0fkw8E7WvD/Edn7V8q2d9P1+x9nVtd+Kge9673v0OD+5ZaGfeu8QU4bm07a5udYTd1OXDQONAFgAdtxLr0figcsPMC4UEAns6yIPAWyVL/yLP9qYImgoCw9kcfmJDXdRUqERwrsclqRu/qIkwINUKh5VXeM8LcAZzdi8BlZE8bp7z36vVeWe1LQAU6tjejoYyQc70eOznC0r28zpYZATR1a3eXkAztHDJOJA9AshJbt6HUNxoN1OLCXLXVA4A+/dKnyukT02Uy9oC7GwAHrVKsCWO/dviQJe3UtZPtr7JkeC9atGuXBUXuxLWL6V20ZENZYmV3lrwloW1Cu2M0tlVV47WduoI8m/B8kJ1J2P2tZQ/fzQDFtd0shfekb2l3KEMwHPrsi0wLluB/5fa97EwSPldt2eXdcvnK++VYlsyffe6F8tTTz9fg1b0RvvPRdC6HvvHx0WyT1+n/yuJs5eOFsyfKi889Xb781a+Vu6nvxvvvZTmxr0xwgEjZ9cRZHB/taMoUeAhcwkOaO0vEA9ltBOAD9gP90reArYw5PgPLxg+449RhJxGgD7i3lCpP07LJ28YJsBo/0gEu2mx1oQGoML7G2vMGRHoCzt3j8f7nwc41j2eSuSMpl4Gp9ajT/JDUbb4C9fezLaJ5yNnDHPNVpB5zi3MOGoBUZYAf9/JpQx60SJ5L+iJpyzs0KLviAyL1sqXbAZjyIdHf1zFnqAX2/ql5kq/1WX3qVoc2fci0a3S4bqmVbffKshit5z1avFNGXvU6Vz7leSvf7r137bn+GEfL+Z6ps/1GuxrAxvHu+SBx4Du/nINEdZfWLgf+JznwYGaugj72d7Zji2yvNkZ5WP+wVyETULUQbREhR4NGABD0+etfBYLnAhzzXmWETzNRRV+EBYEhbxX8WXYkOGfvzpV7Ebbs4nh6AoAECSHsDCzY5o1gsRTHGcPWZ6sBgNpumkAgwj3hQ4hrhy2fZVHPCLcGOI5H6AtTcu/enbKdreSi9wh+yVLwSLRMo9nyLkuYo4OWoxNTbo8OMEf9vVsdob8VobeYGHt3E8CaBhOA6QlYPvPIY2krGr/0ZyYginOAAMNHE6fv1OGjpW8FCAkfUu9OtDDA8FLs8Eai9RpgXyZEzGZ21MjWboM9AQoBpH07w2WB7WH6xdP3ZMD5epDmvfuzdbn7WNoeyp7GtFPs/sYTykT7D7JzCa/V+Qd3y6c+/YnyzDPPpI2JauO3nuDb9+/eKJ99+aWEqjlXAdpbAWqrCQuSUUvQ69goBnFqE+8dHaFPO9QJxh0YUN+L4yhfxH+0iJ1rYFkZS4JCq1hy7+mJpjVA2zjz7jW27Cdp28wbgMt5aLO3Agpg0FykXXzn8ns1zEsDJ9qTtMGruoEPz1x3Ugf47d1UGls5Y+lo/QLK+vcCMMtvbs4F6JlfAFVWuOscUqaOWXitX+Ydmt5Jm+puYMm15wCmNhxSa8+19w10aZ9G1e+lL/1Rj/cNSMrfUutrCzaNx34bnKqyx0ztV+OBekxvqZVDg/Fv997J12hu/fC+1SOP5L7R1PqqD/gk+Shs/cKnbupy4KBxoAsAD9qIden9UDjw+utvlCeeejKAZaS89dalurw3FTu3rI2W9SxzLgdUAFSM+5diF3c8y7S+8jkCtD/6hDobvrnFuRjVxxkDikxSlgPJg3hPDkSjRRNEM1Q2e6ozCM/LS++8XW4EsEjPPfdcFbDs1CxjApNz6k6bh49mCfHB/SqMCCRCWXy+mbmZKsgIIYDs6SefqDH23nrjzertCKgdTey6yWjEphJM+fatm2UhQHIi4OvMidQ7FiEGGN18v6zP3ioT5cUykeVXXsxs/LIKWjaiqQMOgFbODa7RYMl6Mk4hm6vLdU9fy6WHDmef2yyhLs/PZju3hXI/NE1nSX10fCIawo6hvrKWOLdCw0YcN5YWHpQHt6+Vno0I89j/HR1PTMbwv0ycrPxgk3k2sQWP2We4AuHtcvXylXL12o3YUl6pe/UKWLwW8Hk//UPv+VOHy6VXv1puX73Usa98+pnsKHKo3Lx1p3zrK+9E43a0fPrFJ8qP/pkfCsoZKu9dvlr+8OtfL7fnVgO+O7u/BGbVsR/O0imBHzxawQzABwjsBCGtrNPE0tRFw9kznP2J4zSRB1sB1LTJi6FlMMB6MN7WV6JxfOmll8q7771Xx3twIKFjoiGciuMMwA4MAir2MT5yZLL2/eKFxzr2gHkOpEj4l3/qNTq0J7kGfJzlUZe56wDa1pY7ezj7UNAfQG0poXbM5cG8B0SBZx8iW6c24qEecwFaz4wnrScNsvl08eLF8mi2M0Szeejcfgvu1e8ZGtrzRqMPEv2k5QaKd6PJnIjjEVr0Dw1oq32sver0t4FI9atLn4Z7Esg8PGYCoc4GPPeK1f4DbvqDpvn8ruRxNB7horrV2Z618u4dkvfq0r6z537zjW73nfHpjEuro3vucuAgcKALAA/CKHVp/NA5MDsbcBYAIHTHYLRn927eLn/+L/yFKoQtBR+KxuPw5NHy7QAqgmJ+3tZq41Wg0JLQ1ljmO8o55M7NspilWVoNoJBwIDgly7McHqpQjocxD9H7sY+7cOFCtSlsXqKCMxOytAuENo2CszAxhCrNh3cEEhCFBu89I1wdtEg0NRwcCFqOH72xWRvOUupgHB6GAlyENRmO8FxJIOqNADXLv4fGxsvCzIMye8uWbHGASZ2WUhcW1qom6uYNfZhJGJg4BUQTyiN4JFrNlbQxOBStYzQ5lqZp+ThqDGZ5lDfvSjyhCUd9J4wjPnNvO7KVSq8+4tfAToBplpE317NUGm3c0OCR2l8gk4CPjiha2vMV6AEJSwsdEGGf3qefeLKcPXWyzEYD+F6cKubuLdXdNQSgnr1/N8B3vJwfuJhA2oPlwtnTZS7OFw9iVwhwjE0cDcg+Wn70c58tv/UHX6s0ClkjNAgE3BPnkI7TTLyI0y7NEyy2FuC8tMoODGBMYOYF4AdACOgNeFoI4LDEvbAQ04GEbzmZcD3G0LLncD441rOcfvbsI9U2cWR86ruAHnDEY3opHs7MBIw3gC+53gov8QA/nasWMfPNsj2A4pl85guwZK6MJrQJ0O6+AUT0qEOashQeIOOdDx5zayyg2bjRSI/Eu9sWgT4ClKMNN9fMMXPWPDTn8cp8bPXWMQ9N6vV8N3PLGY1+c+rSN+/Rrg7e1W3OeG+OuEcT72igzziw7dQ3/Ucn+jc3o88NDtP//XUq614+bQBzTWNXeZp75eWTx/tGA7pcy6c/6pHcK9MOdobd1OXAQeNAFwAetBHr0vuhcGA0y4i3b9/NzhzHAmpOlOtZTjwaQUjbs77V2RqNQGtCiqASlHknQqYJ2iokoiiwq4EdGuRfCOixfEyQMPonMHqj7VDPkTiWCGpMeNiVYybghoZCSJpkrP0ihORVnqDkPHE/QKYJtNb5JpS0SRBXoRuNTaUpmeQnyHjZTiQMyrJdGAJK7t+6XkbiiPFoliNPPvV4YT/Xl7YABgLaDiQrAR8z9x/EZisODXduVRC7nrKEvth+y9EoIXcwy72A3tpKhOZOwoRk+ZL93kBvHFkI/tS3k/5t9eTPTGy92AIS2CtZUtziPLLB9jFapyxNL/UGHm5FQ5N9ZZcCNjt8o/GxxVjCzBydLmfOCjp9vYZYsQQMrLz99rcrqH7i8UerVvHdd14pd+KtzeFmOPy9FecPY/b4k0+Xm1kK3wiQEa5lNMvN4hoKIj0Zp4sfenm3OmZcvXY9QCO2kAF3QYFRq2WpM8vV9EF9uR4SJzD0LCzPZx7YZ5lm63AdA/EYjQWAO5odS6aP8bzeCJ35QAhYGQoQA55u37pbgY95ZPzwtQNgxL/LDjXRIO8GCAGD5oJ3krNYhcbY4Z3549gOH81Rz4DmqmXLIJkXgsr4QDC31FHBS+Y5u0H37VC3a85Olq2NpfFCp74L6E0D+8OfebnOl6997Wu1LcDS/FG/vMZOG+YvOiXPN1MXO8Ox0Ceky0w+hBbmA9g3zlcedABWMqe8OvwGlKuALFPIM31cFFMzcyu/rIe010a+zz9An4QWddXfyt69NtTbEvvExl996KYuBz7OHOgCwI/z6Hb79n05cC7alZkIWDHqjp85GgFGY5MdHKIdE3+Osf9hhu9ZwiV08r1fl34IEMF0qzCNFoLAFEC3CtgImtUI2qF4tnLAIJgJF3H05gIAHj3zaBXQBC9NHcHPJmwmB02LZ4SV/XgBStqeJlR1pLad+tRJSBFQytAiEpSW7GhYlgCCPcG5Mnev9G+vl9OTE2V87FQ5EQByIoGpJ7MUOhGQspqlyuWAmUWanPTVTiSb61u1z3dmF8qtgJf52Qe1D/0D0SBFO1rj1KXf/Rw/CM/QuUUgByQMBljtBEADf7sBH9vV/irapYBD8XjZ862txo4y3rW1aHwB7G+8kGDau3EKSeHUe7QKf9rP0QR0TuGHfeX8cTdAzpjcSggbO37wsH0qmsATWdqeuTdZrr5/OUvnk3UHD3yzhKntx5InQ1VDsKwHRAzFC3w14yLG33PPPhkweKicOX0yy7NZ9r47W+7kWAlooRWcOnYidGQJNdrBvixh28VkNX3kJfxg5m7ZDNAD+oSI2UiA65E4z6xtrEbLd7382I/9WObHerl65Ua8nLN7Ct4EDAMwgJoxNm7mkrOg2buxSQSgvKdlE1sRsOtJu54DLg2cKd9i/ZmHwKZ6zI+WR36pATPb6AGLw3u2gA0IGc8rV65UmpgumIvaQxueA7jDGWNmC5whgEXaNHNTkq8d5mkDV0Ci+abNuZgSZPRrvZ7Lj25z2pzowN090Jg55Hc0lL6gUT6mCD66RhPYW39aG5WAvX/aM2d5HH4TyquvBXX2Xr3allrbDQTuVdc9dTnwseRAFwB+LIe126n/HgfYWCUeSQVhVdMXIXr1+rUavmUwQooA8JxgIzQILstot2JLRmg0wUWQ0B9wdGDXtBTtT09i2dlFYSNCnyCePHq4CksixvKs8uobzXKgpA1CFCAEJglc94S3fFITYOhqwlw9yhBsrU73wqcQco6d5blyNEJ2+uyp8siZsxWYBrbW0Cq3ox0TsmU+Dh7LCbFCOzOR5eD1jWzrlb17788tRtMVsNKXLdCyXDoeDaZQKRvrrOSy+0n4MhLhPRDN1nCA0VZAxW4An6Xfgf6xshNtZx5GqnIMiOF/GAX4sO3zjOcwpwflluNZvLka4B3g27vdsdVaCSiv4WWGx8pEAN3x8WggOd0EiADKl997p1x671I5/erJeCwLqzMem8MjAWgj5f2r1+NkMlyefubJqvG59NZbMdqfKicDfvEb6BZrb7cntpvh3/EA9sfiIHIhu4M8eDAfu71b5e13rsTr+Fq5l+Vx2kB7JgNbI7Gf3I72Ul8AwpMnp2t/lgOml7KsbsxH4lXM0cX+yJZOLV0aO+/YcAKOtKzAextfwM2y8qHYxo2NdkKvAK80xOwF9RnwBJgk/WjgxfwwV+QxN6WWz9xo9w3YKOd9vc9rHxtNM6Ye7Xp34cKFSrPfgIT+d969Uh1afuRHfqTmo+nWP8nclbRpXjq047c0mN8H8KbPdgLh5GO+4qm5vp/u/bSrYzMOOxKavNOOvjrjg/5LrZxrNDi891yfteN+IG165/kHy+wv+xARethNXQ58zDjQBYAfswHtduePxgEav6EAhGrHFWFOCH0tzgBAE9srThye1SW0CA3CgvBpQqUBQILHcxoJzwire1nCJDAFRT537lzd+/ZKtCpAnedVWGWtuQr0tEGzY/cL9nA0ggQVOjiDoIGAcm7C3lk78miTQGuClj2W+3acCfgknI8GQA1HOzV/93alo+7OkfL4wElgeTl7GO/0Boh1tH+0TjPRiK5k67M+oG8ny8jR3AmEPBxa9JkwRctwaKl9igZwKwAwHgRluy8CP2AlCC4ep0EYece2si/bufVnCXY3fAPUACuAcjNb25XNhNzJVnl9K3seoml3K5sTz84slCOxtTwcLdhkYhY+/9KLab/UnT4sUV+9eiXLwyfLJ1/6RBmL9/FQAONywNRrb75VNYiPPXYxTjwny9czvp/4xCfiaBMHlgCwufv3qgnASDRTayt2ZTF+AQTR/547fbouO08ePVZef+OtxOabLA+ijetornrL3dgRrsQJBhi9vZi4illm52k9MjpYPnHxxdgM7gb038y49dcQKsbamMwkQPXCfOxFA3qN9ed+5MVqT+qdeIVtOzkgDNjCV2Pv2mGLwQaCjHVb/rfMbT5wUPDhIeC4uWp8hNRxbvfmynbmX+fcGTsL3uaZZ6di32qbM/WpH8hSh3bRaS5r+9GLj5TPfe5z5Q/+4A/qnEKnNhqoanRq29y/kyVfyXvv1L+VDwHX7UOmvt/Ls7+euutKACQ+yutjazhzX1n1O38wtd8qmls+deKpY/91y9t45J3rbupy4OPMgS4A/DiPbrdv35cDwEv7Yw+8bcXm6tLrr5ehgAGgiqaCB2/TaBAyKVA9ZAkUeaogiSaDcNyOBvBuAIUQL+vRAvZHIBHiloLFUFNmeTG2SwGAnC7URytCoAGJl95+uy730RZJba9UdUjoQC9B5kxQE6ANGFZhmjaAhAYelDkZJwRtLdy/XWajRRG+Bb1rscFbzXH3Hnu72Obl3eZ2DOuj8aONAwCXA+a28zwYpixkNw9Ckfcwuodjm7cRbd1ilmklu1toV38cu+uxsYuQpckajKbNdm8JY1w9bW2n1tfPwSAeo1lcXwlPNuKUshPP2s3wbiwaVHWJv9c7eCfgONrRaCmBG6D43Nkz5clnng6YErR7PcGi71X7vQsXHkmg6E9kWfhrwZsD6cdSeeW1NyrPOO3o+ze+8a3ywgsvlPNnz5VvvvpKtV17PB7Uu7x3e4Y6IUbS1lo+CoYTKudCvF4tv16/kTA6iXOzHftJZgL4shLQDNjcujVTNX74wHbu5Zc/nbajPY2XsxBBs/HitpTLUaQkeImxO5Yl5bNnom2cv17HzJgaQ04Q5ooPDwetLBAG9OCJ3UW8lxcIMx/qEayijrZMa4y0ow4mBy2fMXT0Z9mbJtjzCqhS1pzzu6jzKm2pjyZQ+6cDiMeyfP0gDi59KftWNKo+XD7/uR+qbf7u7/5urQttUgOubX6y11xJWb8byRyx1Zyl7kZTfbHvH7SZw/rNJAJvXJvjbAjRZ24r7/p7Jc/VI59r5SWae8m7Vr7WscdH775fnd51U5cDHwcOdAHgx2EUu334Y3Pg+YCAty59u9r4AWkE1aHYxa0ENAAUo5cvZ0/Zo1UIEKIEyHAcAAhYAnL88HgVTgSdd6txBpjJ7g4AnvAaHaHTORMktGyrgwGHEbBH0x6vSsKQ8OEYsJJ6r0azYrmvCTmdAnjU34SYs/oc6AIC5G+AUJ0Ap2XGw7EP3Fm7VWlG927KjmfrtP5sobYW4HLvToBJtFGCOe/2JhxHnD6CBbOcHQ1kjtXYAg4E/fUFCNs5gy3coYChiYQq4SV8+9aDLB9nN5DUpX10ABOcB/pHeKnmfiKaxyzLUgZ+J4jxbhxqEhomS7qWabe0FTDKGYVGlk2gftJSCUeC3/hqefxKeNQX28uTsffj6PHu25cS4uVaef/G++WVV14pf/bPXSxT08fL/WjjOPrMBaA2EChQs+VKdmtDceQYSb9vBeC8f+VqOTEWWgPMpxJ2B9B77/LNcvNG7CcH4oQSnt24dj2Ac66CZx8GNKdRdIb+gN58NGwE+BydjDNH5sMb334rmsssZQfglMT5s0/0ofDr7LHT4f+ROAqt5siuKDtLsYnseHSbR8DOkezMwvvcOAFxxhfgafPMx4qxx++mgQWmeGjLI+Yj0Fa12HtgjoNIS/jaOTqaazuqmPuSelczBgCfeTme+swxS9PNC52tIWAP0PpYee7Zp6o9IICnvDlgvjrcq0d7gKF+oFt9eHN4JPMioXfkMYc6HzmhIzQpq1zjS982WgDkzjIuT+nduLdUsBr60ZkZVvuhPkkdEpq0r211SvYjlm8/rZXe1OG5o+WtBbr/dDnwMeRAFwB+DAe126X/PgfOJ6zI177+jSrITicQNIDB6P3atasVhBGau+cvVMFH+G1uJQRF7M/kI2yaYCIkmlBqglOYCte8Hgm76SxbErLKOQhC3sKDARJNMLIVuxfBDag1zSCB5V79krPguRJh5R4dAIAkv7obABzJ84VLr9VnEwFbwmSsRAu5vDYTjd5KFboEXV/s8HZy1GXa6IW2s0vGVpaDaeCG85wjxliA3dGAI0uxY3FS6EloGbxAn6Vr/ZUAQEvOY0cDqGMzWIFbHCT6COMc6Kb1wQ8gh5czO8Ag0BqWZyTbgQjKzOuUNlX8xBqzLoL5RMK9iPu3HeEvvAogHXLrsikA8fZ775aBsT8sn/jUp8pv/9ZvhT/R1qXu2TixzM0tZCzerEGgheH51je+GfvA56pH7/XYQo4vnIgjRULrnBqv2q7VLIXfuH43ezS/X3nz/PPPZzu5m1UDthwt5VzqXE9cRfwzXkDGyz/0yWgpp8sbb74SDeBCBcn4Y1ymJgfrku96gkYDOuMBm+aGckCMsTSXHMZUauOuDakBGuWNs7zmjyNQq7aDFuPvQ6CV914b5l6rKxf1Hog0RuqWTyxKY4OfnhlPfQAqlQVI1cv5SJ1XYmt57tzZuhSsP8qqR70Ofdcf2kL2ncqoV5v9mTODA50g2h3wZ06nJ3sAUJ8bP9Sxtdrp60r437yA9QkPnb9X0pa6tYsu15L86tYXeRwt6Wdrtxr4cBaLPQAAQABJREFUthfdc5cDHzMOdKTJx6xT3e58NDlgmejnfu7nqoD1R/Y3fuM3votQf4T//t//+xWIEWA/8RM/0QmgvC8XDdkv/uIvVgFE0P3SL/1SBWn7svyRLpcTwqM/3rmLsXPbim3bmelsL3b20fLCo8+ULMyWldmlcuPqzdiWnU++sXIvgGkg9mU9R8bKYnbNWI/t0kJCo7z+6mtlJo4ha3GY6InjxLHh7O97yC4Y8VzMathktFCHou0ayXLn9lqE7Gq8gvvHazDb7eWtMjVyNHZ589GGHIrEz1JsvGTnUxcNSaBDPXY2suwWZ4XVxJ4bzxLsvdmZhKlLPDn7z+8OJozJdLl3/XaZjMfmVN9O+cQjk+XI8vWye/1b0U4dLnOh5ebd++VB+rAWgbwWIFi9jLOMdvb8qSyzZiG2fytasWgVtwKUlrNct3avTPctlmNDs2W8517oFaMwWqfEunsnO4J8/e2r5bVbc+W9ua1yK8u9cz2JJVgSsiax/G4ubsbea6YsJaTLcjyCV+JoIkj2bgT15PHTZSBhU+JWU/rHpsrZx14sU488XVZKtHWb2Yd44nz4MBmN2tHy1vsBHj1HS/8jz5WFQ9NlJnvzfunSW+XLb7xaXnvrzYDA4+Xxx55PGJnRLEXzaJ7MOdq9vvXy53/shxPj70gNU2ObuPfizPFgPmFwZhOCJprO9SzH0pZtZAzZKG5eiXPP7QSxvnar7AScP/vc0+Unf/bHy2PPnI8jzGx59ZWvlnNnTpRzp06X+ThvTB8/X0aOnC5lZLKcjhPIZ1/+ZI1H+Mo3v1m1m09cfLpcffd6GepNWJzwZStjH8uzjhNQPhBu33w/HtSbZer4VMZjrTognX3k0YDKLI9mB5PhocyLB7nZTnDuzYCW7Whi41ncHxVtT4DMTsBVb+wyRwZGLazHjrKjKV7PMvrlq+8EwPMit09znIGiquyJt+9g5nFf4jbGIq6s9gQ4HY4N3Uh/5hOt4e3YJj4IUE94lsRT5CV9LICfPeRG6LOH852ZOwHDsR3MvM4ict1BZSZz9ea92XJocrqMRTO8FtvGncz1jdA5mLm/GW0qjXO6WmP0WXammR5PHEm2in7zfuvAmQRAsu9ja+k3sBZeOey4czz1H4sta1y0wtd4Jse1eyr3ayv5SIptatMW14ryjzrVJRTPQOJC9vf3Bnja2nGtAmjt+ngSisiOLxV80qT2RtOf30ydJ+EzGhuYlr8ByQbUgVxhj7qpy4GDxoHO59BBo7pL74HkAC2RHRH+5t/8m+Wv/JW/8t/04R//439c/vk//+flX/2rf1UuXrxY/t7f+3vlp3/6p8sbb7xR/2ArAPwJP/Fb0fD4iv8bf+NvlL/1t/5W+dVf/dX/pr4f9MAf9P1/wGkRJNt1AQa0fsDm6bNnqnbLMjGtiDK0IWK+2T1hNUu7BALBdSIxBTl+LGRnkFY/zQOtg+XH99+5XZ/TLgDAtDjeyUuIuPZc0oZ8LSBv1ZCFRsuqnXwdzQa6OVsIQ0JTc/hotFGD9hfuaEYWsuVdoFetq2pBsoS4GcGpbvW0cCMcQBodBJ73tGts6SKJo5XLLh4JorwQp5D5hSxnp19REAZIRisT2tmZ0UJtBFxt7yQeXZaL8aUvYEC4mEHhRNLfgQj+ofC2NzZ3I1n+HT5zpjz2+JNl9vatBGi+VYGp/lviOxZt2kL4fenbb6aO/vLS80+VW1ffDc+XypX3LldAgO+CcVsqZ2u3sTFQXn311TJxyDL4iQADGp6bNcC3MdWv0QB/WlrLlsMj0VgF3JTxTty9+SzlH0ldFxKE+lTG7OWXo208Mp35sFa+8odfLw8CIE9FE/nWl78ccLtRTp05HTvBE3XevPLKN6tdoDbMDdvR0Y6yp3RWx5nTZ6s2zH7KNbj28JG6hPp4eHAoWtpLl96t2tCpqdAOTEWLKZkXxsVhirR77+pYuUgyho6vfvWr1X4QfwYCnJXraOg6Npr78yrPC3gx89scMledzS32jqPhlfbWM+Z+AyNx8DFfdzZCT37TnmnHfKb1k9fYA3t+L+iRpz+xHl1LnvcGbMortb659szR8qLPUed65pEPP9726xsLlQ7vWj2tLvfAGs1jiW2n+s3/pu0UwNz8b+3Vi/wjXwrU+lwDifqmX3jiGdqbZlPb7oVP6qYuBw4aB7qz9qCN2AGm92d+5meK43slf1j/2T/7Z+Xv/t2/W/7SX/pLNcu//tf/uhr+0xR+4QtfKG+++Wb5zd/8zRr77TOf+UzN8y/+xb8oP/uzP1v+yT/5J1Wz+L3q/l7P2OkRENr1x90fegKH0T3bst/5nd+pbQMJTz31VAWBlsOATt6b9nu1HOZaRDcC5+LFi+VmlhNv3e4sfakPmDwauy7v2YkRHATZboTfkF00ck1Yap8toDJDASV3AgABUM+3aSdoJmIfRzw1wWWZtC+evVNZYl6cjd1dlmXZsQWuleW71wIMY6sV5wr95AAh/tzqSozpU4uYfZ5rrwLKAEC0oQWthF6Jlmg3IG2bRifesTNxBFlZy76xCd67ES/aBwnGzPZM+d7QYUcQ9B6KF67t2QAY26JVYU9I55CX92ZPtFfjAWKHjh8JUMiuIYuz5fVXsgOGJcigSTH0BgMozsXWb3F5IRRn+TrOGQMZr0OhW7/ZVerDyPhItFer0WR2HBcAPYD5RLb2m5zOMnFaAH449hgPwFIfATDeu8MZx7nemWyHN1l5uJgt/G5dv5Zl7KnES5won/7MJ8uv/+q/SS07iQ15qAac/uHPfqacStiYtcyH9cRRvBmt2W6cI6oTUZZhbdEXKFyf2SPZXHkwfzkxCMXoGw0CCqDJ+LOjm4z2jFcwb2j8sYxLW9WzByrwD73mqmM/QPFcamfj6dBf42l5HQAU8kbdDnkBMuAFXfiyGnA/mnEx/42h9+bCaGwl5VGXZVfnnuz0gg5Bw81p5ZVpIBC9dR6FVNeS+92e74DZBtoa3e0sr2uHtrQjL/DmtzeSHWPwhxPIzs5cfdbhyXd40OowNyxVb0VrLU/ru3r7fThljrd2vW/1KC955xl+OrtXh7440NN4+sGynRq6/3Y58NHmQBcAfrTH508NdZcvX64aGcu+LbEl++xnP1u+9KUvVQDo7Ou/gT/55CcgvhyNzM///M+3og/PwJ2jJZoYaSPam6npyQqy7mWnjekABcL4+KkT+aPeF83jT5XXXnstQmIgITXejTDaStuHq7bmmwknAoyql6AXPJiWh6AgnAgW14QfIUHgEETyux7I/rGECSFyKPv0LiecCMeHQ1miuxm6zh8/V955550sByf2WjSN52ObuB1BvhVt0EJAj/5uZhkL+JrP8t2p6SPl3NSns+dtbPMCnFYS028pIGY7QtNuHfapjeKvauF20+6DOEaIwTd9/FjVpNDSoac5r4wlPiFgOr8SALGdsCPr0RAJATPf8RAGegCKsWjG2BYqW20L4/m6vpzAvQmY/NT5s+XI9KnwI8vmWVKjLRxIH4Dbyb6EaolGL6tz6cNWef6HPlueeO6Z8uUv/X754n/5nTJ/7UpAXgB5QOvd2fny7IULsaGbiOFWAnJPTWcXlThwRCAvJ/zK8SyhPvbU4+VLf/iNcmdptrx9aS4fED9fvvnNb5Xr8fgFTDiYPJcQMcb+ZpxAZsIbXq09AZpL99mtBSQdyxhsLJaR9YSbCcBZXQqItfSZXUwGhsbLL37h58t/+k//T/mNf/9/h38BpKn39be+Xi4+/lhC2kTDmTFfzBg++/xLAQuJ8ZdxeeKJJ8q3vvXNOMEkpl/G9vxjT1SwZ05sZhca2qhPP/tyLSsMD5BzKvPPnMr0ifaqEwuQZi1DvQdEgCP2nh1ggvcOaT9Q8Qw4MbbmYQMy8nlHo20u+oDRHu21nUDQ5ncAQJ4Kj6pDT+qR8BJA3F3vtI0uoPBB9qXeylKzuS9W5nDMEvrCQzuHsOcLZWUiTlOLc7N17qrL3Pd78FEj4Z9n+iCZ497TuqF/OLah3qNZu5aHeaYrJ6/+tR133MunL+pr4FF9rr3bzQeKOd54p011ODrc7PBJXcYJDf72AMZf/OIXK/+03Y610NlNXQ4cNA50AeBBG7GPKb00bZJQH/uT+/bOmXfr/kTIEUotz/53rv/RP/pH5R/+w3/4wcdVENAQ+IPvj/pkBCKBQXtEE0cA2rf3S1/+r1VgiKvGUWMiHpqEku29CBKx52j4tK88oYImgoZwkUc7BGNvNHQbCVtCEFWBl2VaQnM2gISgGgowFM+NxiUKrmicOst2O2fO5irLYBHmwoAQSlsRrjvJ1Btv0zRWTgQg7WapbiH2gWuLnf2Dd0JPvDVSxm4lMYCPMCZeaQN5+1r+lbQNoKGX1y+eVCEZm7WtvNhNWXmj+0neLIFlSVif7JxCyAMGlsCEfMGDuswWbRjZvx7brL7YevUNx8YwwEiyldpoNKhCr2xlGbEnzjBHDp8uT7/0YlmK48dr6dNCNFLbKTuWvCtLC2X1QfblHQyo6UnMxtQ7nqXAEFl5yTFmpy99C6IURw/v8ZWH6VCWnGczdrcCuKomK5qjBwHI+E+bJ9l+bTPb0W2uRaDHZpFt3k4ATdmM9ioAZSg7fywvzZU/+2c+l76tlt/8f3+rDE0eiUZ0vlx669Vy5tEXE+5lI3MoY5yPh53wynUYWs4msDTwUMHMWgB8NIC3bt7Jh8dcdZYROqgGww64uXc3GsmB2PlFY0c7zFP8kcy57fCtLrNn3CtgCRo0plIDMA28aMscNIfNE8AyPazj2fIa260s5bu3RIovtKlLmfNAsvEEspwr7QF5FRglv6Qvjon01fvtzDu/CQDNh465oc4tpgl7dn7KaQ9NmXlua/4G6tQvOZuP8qGz/Y4ODXe87v226rxOXm3L30Cicp4p67rNxb7Q6VrqgOLOb0K+xpP6Mv906Oho+zxTn7L1N4Jv6aO+AdD40+pbTZ+7qcuBg8aBLgA8aCPWpfePxYFf+ZVfKb/8y7/8sAwBJ+7eRgSYP+7+sAMsBJ5rAgc48MedALKN16/92q9VjRGN4PHTp6pAaF/+BK2lVyBSeXUSwM7qsjzmXRMW2mILORpnjuXlBI/OsjIwZ8nP/sCEp71pxwN82P+hYS5LrQDNWMBMTwAMIWXHidi1U5VkWYyDQIDs0nyEeLbZCkgZjZwV643GkN1g0GPCuhDc8WCO9kQ7Qop0eNARxp4TaASeQx/dg6IAVn+WVbeSB012dTgXWzjXUhXkAVKcCGyt1hPwBXwClt7hDWFLU8TbFpboC59CfnUQGYr8P3byVPnM538ktG+U1197M4GR44STZdj1xfGyOj8Tt4NokoDHAMaj4Q0GrCTOnth8ln/7EqanN04KC+GXXUv6+uMEkbaPpA48twTuembmXrlz735AcfifMqEwYDTL5DkPhCDjiU75e/uzb3C8oHeyBN4b4PvE4xeyjPxi+dY7lwL8D1UN5EYA2Wy0W5+K97FxsR3c+Qvnqh3niTiNACj9g+vl02fOh68BrRtfT91b0bDF/vHCVA0ALfTM8P/P3psF2XaddZ4r80w5z5l3vjfvJMmWJQ8y2JYHZOHCU9BhcFU3URTBEAERRUA0/UJ09CPhN3ghILp5A6ICXjq6CIqOaBc0YAhPkixrsqQ7D3lv3iHneTx5sn+/b+e6ShzCQHDdpVTtLe179tnDGr61Tn7//f+G1WH6lcKnTJlmUJUBV55zBYjyjrc254R7nn/O5/xcLDvHtfxy4lhEmxhb3Rp0NXC5P+FdBjTOD+vLm88aUGEd/obcpXCdo46r88Br+q76mxAIutLNejvrKiNT55PXC9DltBUIiuELUOUcKeZiYcL2uvf7nPeswwB63XblgIuirKJu21oEcxQg1bLtp3uV9vlpOT5jHwXQnnPLIND6vn+zfu/3mvK0Db4IxgvdXh/y89//bPm9lMA7XQIlAHynj9B/J+0zUa+bedpMx5I3v7t6g5v3qGD2byoOFVh+fv81j1UY7t+/GTQhCNFcZxmuYRsmQfzNjh0/kp5//vn07LPPYsqbQ5kVQRV37twmopXl3VA24eOFUhDcyWapJAR8gi6VhIBNZWPZ7ipkz+tIb3JgzduCQdkEU8y4RFwoNECOueW8t4sl1ixzDvOy/nPh0A7IMqpxjXZ2wHzJbhwaGANUsXwbQMNUG5rdZPxUb4uYyTRddfD8yho5+wSHRGcamGG7ZJqM8FQZiidVZiq7JuxkT0+R3qQgCgvF6jq/W6A6PBdhkd5K+7EBeyS4EVCEH1mYPYlmpd/m3DOHomskq/abMEZbLDfncmkNwGmLuhYJ7OhgJY6TZ86m4QYywHQttNxe3kgjAM22UVY0YYx2WTFknRQrm0Z+Cjo0RQNCZN5mFubTaG8VkzdlUa9jN4u5+/ixE5TXGXNLBnkVGdy8dpU+E+CB+RMokHrOHAp5CKD7mqOYtvEzw2TtUniLpI3pgIFqwUy6jvITTxLcgV+ZAPQWq3041gIefQo3Nwt/sx2WSxsYLMz+tuXSpUuwpFMRLCKrfWjscAREXcGMfGfyXsjN+1wzWD9FZTjIKi4CUUFIBiICxHbmGCP1ALjwJTbHzTnk3Cl8C4malXnW9M5vQADjcx47JxzrvNaw86+buWgbvM+ynBPOETefaSMXn+W7AsocUd4N5n2dXdlblr+n+/hCdjLepgzqpCxQF+Ba8AXIpkw321fh92JZnhOY2T/P53rjRv7Jvx/bFKCSNsqCU2q0yRcr2+yzOztF/kifLdpTyMgy/B3F73OvXpns3Dfvz23z037kTRn4G7WN/l6txzo9doy8Hr8dzpdbKYGDJoHiNeygtbps77tOAqdPnw4Q99d//dcP+ibLoG+fy025+anCevHFFx/cY7CGf4D1FfyXbJmVkxlSgfupEhJk+ekfeeuSzZBdMKozwALaQUVkMIurPqhUVBAqBBWKSkHlk5WE5XpNBTo0Mhj+Up5T+Wlm7iaAIZQqQLIbZep93t8HkNL0eprVLQwi8JxrzVYxR8r8bWBKXAesDOD3RxxDWpydIqXNQjA7sjtrmCRXSPtihKy58NbwgzPhcgXzYg3zacEGFUElKjf72AngVMHZfgHtJikzbAOwK+0AbJqAtB4YwAGWO9sB/LlvYRptBxQOEtBxBDP0SG8n97RFjj1z/G1hxrVc5eEKKR1c66AP/QAs2UzHWLk1uMckylsA3B4ScI+fPpM+CKN2/PjRAEfLmG2VtYyqSlpgpBwdI1cuacM8jltcAGv7osn3wuUrpCrBtIkpdY1UHy2AUyTgxh9PtlF20jKUi8E7R3nB8Nk1zM/OAevrxCxfZ9+g7yOMrcE7I8i0iPRu4o/6ofBHuzc9lWYB6kYvL3GvwR5T+Nc9TzTucy+8gJ8npu0330gvvvwSgAm3hdGRNDU7k27cmkg+u0wbq4z96OFD+AwCGK9eSdcnruPb+Fx6/eLrkeNwEzm5RKGA3N02OlaOn+Pmpmycq84jX56uXr2ajJq3n465YMn7dXXwd2N/fXlyd4z8Xfh78NjN8n3OMRKEWa6fjpt+u4JV7/U+n3Uue871fpXfAL5/flpXAXA3onzLzKDK5/0tWIbtz78B69fUatuc05ZjHY65L32CWO+3PcrCOVsAwcI1wPJjHnPd+vzd+vv2Hp/z07rsm9+9N28e2x7742/PsrzXZ5SPL3D2yXu8t4wCzpIrPw+SBN6a8Qep1WVbD6QEVDoGN+RNBfLyyy8HaDL9ym/8xm+kr3zlK+E8LyA0DYzO+l/60pfiEdNqfO5zn0u//Mu/nP7gD/4g/uj/2q/9WgSIeN+/ZJOF8o+6f8RVAFkJqGT8o69SUrEESOMPvn/kVaimMZEBVMGFEgDg+IyKRWUqA6Zi0qdKpWP5lmPfBZAGi4TC4JqmwnCUR4ksA+YMCAF+EbzByhGsLmH7DMiQVVoEWFQxb7ZhllxdmgO0bBAY0Z/6AF67HG9zzxZ7i/vaUGZNEQKmVvAUbSBi0SgQGUPNuZwziMCVOVSchfIsIiKt3+hiZQAtGeAPbgXAAdPBLtisYW7txMlfZehuxK1t5QvJsrui/0CHNAbIknFTed+FPVVxniZydo1UK+342bns2yIgaIH29mD2Vj59KNZU7cVMj+8bbZy7N0MADNG+sEoGZWzjN7gNuCVXddrBX24HNOzYbTMO+imaQ1EmUrOn47KK7AP0YjYWqC8uG8FcAHJXtRDkquA3CXQRWHTShg5kH4AEdpRb0m3yHj71/g+z/NkbAaztlwmpv4F/6OsXL6Txxz/NXGDVFecSwFSGdmVFwFSAHM/bFs38giDHX19CQVk3Udsf+tBTMXWtX5DieNhGXRUM4hB4CIKUn4DDocz+m3nOC2DcnYPOXevx5cV0MzMzmHj3gLPPe9xDPkvvt23WpxsCJ2I8c1ne6/gCy6Ia54Tn8nP2yTYbSGIbla/lxXgDOpneseSev5OY88y3DODq3O9vZm5+MZhT73EcnUfWYx1u1pd3263ZWbO+163H3f7mNu9/xmPP2wc/LTfvuidY7j+2ef8/te2/B+n/U7eX10sJvOMkUALAd9yQvHsbZG6yT3/60w86mH3zfv7nfz790R/9UfrN3/zNUIrm9VOxfOITn4i0LyqzvP3Jn/xJEvT9+I//ePwx//KXvxy5A/P1f+7nJiBERe1uYljXlAXxANBmCUQZRTnsYka7CXMDSGFNV82kGyTbNaGuZujJyckIWGkK1ljmSyUjK6ICVBmqiFUwWcEKMgSG3lfBXGvAhwBRcGj6FBPZNihbJb+OiU1lKuD0uTHMjkvIwzZvA7yInEgjg73p9IljaXS4P80CRtdhnASdJsOt7CnpGgmotwBR+kaZ+y9HXOpD1YbSt53Wr+I1VUhWiCpJTdnr5PhTIVdAQSpzWhk+fi4F1tgDJl4TZAoijCweJUhGE2cDpSxAUGmDJwOQdAiiAYLWO0cfZ0mofB/2S5nok9mgLAGvS73VSbr9yGMEcExNpwWitLdIgr29tkD/SCy9yuoVyEA/Q8RNPZj4SKAtYDTiN5Q+ILWd8pYJtmivzMQSdgZXmAB7Gz/INvwm2wXE1M3gxqonc0T3niB4w+XoDJ5otAHgSb48Nzuf/vprf4dJsxvW93wsFehYClgvYUp2OTrnqHPG/ItSi+uAceD43ovEBultlpAfAUJiDgH55k6AIcc5vzxYnrJzTJSbrgGupqKZXmBoW2UrjQw3kGf/lsGIc8q2CC592dDns7OzYKwcVzfLMnGjc9PxdeyMODcKWKDmOctzPvgMH7FZf8wN7on7eN457+9Bps7dtmdgpkm8D4B74tjh5Eoqr7/6SvTBeos591Y0vO0uAGARAJL7U9Sc4kXC8pxTncjMQKIm4y34cyyU1/c/43fryufzd/vnMoMx9rkCPr0ujMtgLp7b6/u+2x4c5nI9sf/4wQ3lQSmBd7gESgD4Dh+gd1PznnnmmR/4h1KF81u/9Vux/2P91sT6L036/HZlqUjyH20Vgt/dBCcqNz/DhHb9WoAw2RTXV13fapGE+FqYuVR0Lg93lNQdKj5971Q4gj+ftz+hXLlm+Spmv7up8LxPsOexQM/7u2H0llBm5mQzKnOZvHjnzowTFPFaRMOi9lIdoOEqDf0EkqwBTmUDt2jLJqySy7pBedEOTHekX2lSrwBJhWc9bipaI1+rVQGLzNFbLEshE0AG4GUVVqhWxzcRxQ/3GAp3dxd/RQBIDYAoGJAoMdq2DnA18GIM3zYTMFdgdJRJFYbu6KExQHIPMrufbt+8HMDHpeXMh9fVjc8g5tAGxyuwQaaT6SaNjKCoG/+1R977OCtqAEqaMHXLyKQDthEmNDYA3PYe6Iu8gxEZyxJ1gB4stcH8mSB6mXV3qwDLbdhGfQ71WVuBGTNgpQtzOPwQGtzVNHYwJwPI2SvdBhXA4q0D3Hhm4vptABX5/u5OxZJ0psHppO3K6/XXXwu2zgTTggp9G40KLtgpGFrqKY6LfHaa8vXLk9mt4hc5T6qbI0cPBUv8AubiLhhIwaBsWb22RJnFUmcxR+SIAX/O0V1eSqxfgFYANV84BDc7AYqUv88OEvgy0E+ybOaeZTjvtlglJIMjy/CawD4DwELAewwcrJub89NNv1l33wr0Z52ZETaZQ5OcjswJX3Cca8yuNDWNfyMvSM8++wwyvBbtVf6+hNg+AbDA8a2yLasAVLbPvrjV9n47rrmtH20H7gW+0Hhddt2tmLv72/mWn1++Zpn+Fs1j+f0AMArZ+8f7i2f+cQSYy9xf9/4yyuNSAu90CZQA8J0+QmX7figSMMWIyspdJSIoUjm4Cfw08ZraRRZFxkRANz4+jrUTdghgptlLpT46PBKKRMXpruJTqcnk+V1loyJX8Var+l8VpmfrUQGtrCx7GGYw/co8p3/TOGsVy+TJvJmMt4XJepWkzr2kQjk8OgzoHAW81GCj7gHy9O8rmLw2zIxgtVjPdwegIAAy2lVWAy4kFO0OgESA5DW3rHw1FavUMjDYbGKyAzhWtbcCAmRB1wGFmliBfvjraXLcIZ0KZt/B0TQ8eoh9LHXD3rUAVmMAu6H+ATTzTpq4cYWUKRcwVxcpWhZgc1TcO4DmkdEjrLhyMp05dzaNHz+XJi+/mTZg8lYJ9Bg7dQyggE9eE0ZtiWAeklNvsRTfNmzsGgBtndx7qyssmreFQq+azLsZY6bvof0w2tOgjwbBFW1tML6Ygs2f6JibvkQ/REHhdrMAuQbNpM5VAmtGSaK9nq7evIV/F+ZNglpMgP3iiy+lEfz0jj96Nh0mIrxv4kaqwWSa11CooM9kagkmZSoxN2/2KDovkKQbE6kBL7C5zjuX/dvarER7FxlbAWGdYBlXF/FFR3btDiukDLAE2hBj5bjVYYnFuW2wmy1kmUGIY2iZvlD4nHPOFT16evowZ6/GC4vBVZqcBXv0Pp71OXfnnc+7ZdCVfw9xkn+sy13gFi9MdMzoZQGZZfobsU43y/J5fz8TlYn0gSfelz71qU9FDr1ZgmoMarIcgb8MXm4/zYhn/Z5/l9ZZYfWRYDZh5APwAf6Hhnvj9ybb6bW8+axbfr6Fu0HuY+6Dbcv99V7P509/K/m++DHFlbf/563n3v56ebaUwDtZAiUAfCePTtm2H5oEdgBFKj1Bmn/EVWgqMcGXTvM60nteJkb/QqMqVaonxo9GMuhvfesboVQEej6rEpu+dz9MUQXYqwbToi+Z1y1LPzZTrWQFqr4VRKqINkngbDJoU71MAlb6iGzNjN0bsH8zrNXawlRdaesjQKQL0xorOwjg6EeT85avkgsMi/5DveEzh6kNsFYk/UMhaqvd21SAocT5XkRp4gfWLJS2itPrTUygTcDMNnuVNDC7NUADgM1AB2AD7QEI4hTY6GYNDZi/EfauPlggTK3blKF5Trbr9e+9miauXYn1ZXE2C5NhPyDRSF9XJLlz+2569eVXYNaOsrbv+fTsxz8aKVgmJm6nsUfOAriOkLB6ATZxh+CL2dS9PRBL8C2szkdS5mVYwx362Qm4ayNP4Cqm8HXSrAh4HV/XP3bFCpkvcwA2kHcf/pbcDFhaDJ/OnZ5B5APLCUG7CliHWMTfbzNN3LwNC9qFNNvT+PgZQGZHBG20bk2mIyePs6rIkTS9KOOFyRxwIsCHd4oxzmDfcdQ8PAJw34KdXAUY+sKhf56fRkj7suHqMppKfeHwu3NxG8ZZWVm+4+tcaQa45QWCsXOcOB3j7zXnngDQY90ogFMBAk+dPB0gybbEfOM+P90t17GqcGx57nlzXtGhuMf78u5vJ14ouHGH+wVhvhRpwrbMeKGyvVzXPKtp3qTtExMTaRomdpvfRLyoMDbBPjJOlml1uU0xB/dezASXguKOjU7GfOFBm/PqPD5DS+K8bbfdzmPLXiNYyXng+Htfnt/7++kzefPZvOdz/9hnlodjUG6lBA6aBEoAeNBGrGzvQ5GAf/xVBu4eqygERDuyaSgd/7Brmjo5firMe7KCnnc3+vfGjWsB3vRLkv0RCF7g2AjIDZIKGxWo0lIZW7blqYBUwCrpMP9xj/X77OwM4IOyZQ8NUFEhq7R8dnr2PhGog7BpPekoq5eYA299jSTMsEYGfmwBVOhF1CGrB58T/nFGAhv8oa+bmlUQpJlaRSu1aH9tV/gNYrbz2E0FGQoU/7cNloirwgJ26HPWjp+bVmTMv9QQLE6DlDL9A8OpDwawk/V3dzE5ku842DVZVM1+r3z3eQI3CFqh/beuXokAi4XuuUh4DESLdYWXYNsa+Kq9ceL1NIIMTsMG6tfn1qJtJnneod0d9N1VJgzsuE2AiCBnZYlcgIBdIYB9UKbKTfDjihHtooq9a8pYBq2rCeDZO29fIy0OuEffRYNa9J3TdDrKcnImaN7l3JWr1yl3J40CdBcwK3/9G98KdlHg6ZrQMrjWX6GtMovmE9zBV9FcgzJ/HXWSX2tyl2lFpruMlWOguds22Bej3j12rshqdSET54Fj4lyqVc2nV6RyqRFN7dzV7JvHzv45v2Tibt68Gf1wqTmDcZyPvnz4jPdbrp/W53xzzvqs37O8olzuyd+Vre2yLNdTtm7nk/dZri9PscoK3x0DV7dp0Vf9BMdPngi/XlMRvchqOhX9NCnPFyvZydwuy4p6o9biH39X0VfQqH1wLWAToysT2/P9z9iHDADtk/LM7fRalEV792+e97+97j6Qw/579h9/fxv3XyuPSwkcBAmUAPAgjFLZxocuAf/YZ6WhMlBxqrBmySUnq6CCE5jJOsju5esyHYdRpoJAlbUrhLgSiOWpzPKnCtXdTSWfwZZ1emxdKiXrUYF5TjbQY+sSKKqgq5T58Y9+LJ0BiB47PMpqGpg9F+fT9ORNkg/PR67AFT7dLFuFTCOCXTH4Q8Ov5djHDOwCAAIi8nfbXIX9i/OU43e3Jp9bAKt1fOMs2+TPqYKPJAmRXfvXc41OZAUDWAOogLYwpfIckbo10rqo9G9PTgQ7VOV+TXeeM6BFoNuLX5pgqo8E2LutmTSNKVWF/mf/+T+nn/kPP5uqMGJN5K151HWH10iV4tJkLfMBGuUMKDW9jQpen0a6GrKzXfbNPffbY2WuvAVetqUDXzTHuIY51WTPbn7fBlhsAp7PnD5P2pXd9MrL38NEPx/jRQ2xFvXAsUMA0Dusi8uaxn1HAsRYV03ACRINsKEJHXDj/LF+A44yYNKs7DY0MhqR8bJ/p0+fipQzAqju7k7qeTHam0HSMml96jVz9XXF/NCP0M2yvSdvtuOll14K9troYdsiuCzmdZHnr73+D8dbuZh/0rnn7qYc8+bx/t36vE8QaE4/55ibUf76yxYvMoVbhWsGywJeu9pMjz72SARWvfraa7CsRXJqy/G34Pzfv+X6POfz1lHHtcD56e+wDcbRcRRA72+r93tPHnt/S5bvbhleM4Bkv8x8Jm9ed//nbLmN31//P+fZ8p5SAv+tJfDWX43/1i0p6y8l8P+jBAYws+0ACDoFYCiGdpgx9x6YpVUiR08fPZ6OjcCaADQ25nHEx9wJZ0SSYBzpCWY4BTv4xc88C3u1kr536Y201Q5r1lFJQ8dG0/gj52J1C/PfxZq26wC6bZiWLkxtQzAimFPDEZ4yGwRQdNc6iX7Fx4woVM3E67BFE7N3U+/xobRYwyzMGrfr+NDdIYpy5vp1bJOwZe0AsQrpL9rZKz1phWXLdgBndcAY7mwYw7ZgyQBtmE31mwP+EDwBKwIrtQGDtwJ4Wsa0u8lKF6uaeVnPtgUo0W9Qs2yAxkorrW2zRNqOpk1A7OYKrBntoczu9u003NFKg42t1NhZSM2lW6yrezVtLN5Mu+v3Ujvft6avpNbKFHkCycPHChkzJGVeBBQttmrUTwALgRczi5gO8QmjScgAcExf1+68mF77+p+noQbsJ2b10cFjmMBZyWMVhLdFAAHJmc2DqF/gKlHBU7RrrtJMq6wR3DLZNMEYbURZy4Vqvm2QYHobNrEO6O0GDPTgJ1nnufoOSbIJchlimbpdXBW3WK1jm1VIUo0I0QbsIUEyg/gxvv+jH0mHzp9Pa6xjfHF2Kq0TpHHj3jRAhgCTpY1089YFZLSUDh8ZBNCSxob1jVsEsojJZHoFfgO8JNy6fR3zJW4CS1PkCLxJRLKrb2xi9j6OTye+pIzP8OBQANJbNyeJ6oYd7OoPdvEqwOrO5AT37JDYmtyUtHFjUxlsBBismPKHOVZjLhk9PDiMeZ1VOGod+E5u3QfIzgCeimeMstb3bmER0yiA6jABKLOs5ztx9yYgHtDMbFnDJWEdNhzyjvlApDdj1WppYu8MkC7wWsX0vkYZK/xeFqdhwpk7gwTGXL94mRcUfBc5lp32pcY8h8bZ356aSe/70AfST/zkT5Jouz1NEXV/FFP6PGmQ9HHsYOyMdu/kN7lj2h98Gld54VmD8RbhGz0vA+znyupCJBc3gbvBKK7bLXsublXmBh35TFdnP3KGzV4nYGSZFwaWwdOM7m5ibe8vsK6gjx03As347oLrDO4y6BV8Cio97zkBdjvllFspgYMmgZIBPGgjVrb3oUhANsg/5DIf5iPU50+WRB+mH/3RH02PPvoo0Z2vBysxPj4eKziY+mUYdtAlsWQ9PC/I0zwse3H69OlQCOY0m2tMhzP/zRs3gnlqotxCQRI1LNtn3bsoEDihYH26WfVhHkXXBoPkUlOXL14kofBSOnv+DJGyPTBsAD3UWE7orP+YCnqbQACDPFTami4z62EaF4M2QIEhrx3Aj88bzSsLZfSvPlxGVZqLUPBhZKcxJK6SEAQIDFOTgItV2qt/WI3n8NSK/Hvt3GgUrIEgMywjtkDyZAMTjBhuI6hCtlAl2UHQgszLvPn5qFPm1KAEWR9NeQuwe7JfIwCfw0cPh5l0rLqW+vnu/T2YEJXX44+9J73wra+lhQ2AAkEh5u97/XsXYWBvpUbXEOsNk3QF+rGPRNQtmE9akgZ6uiOfouZc5SIoAP+GWZgF+wCGNQJWBqgb9AfIOXbiBKwq6wT3ANDx3ZT1O3LybJpeuBRz49KFi4i4Qqqb4fTdV16OPJAyfI0ewAUspOxmBgvW5+6mKVYgoT9pnneeFzjo73eDOeK9MnQyXRcIljG9jnPwwoVLEX3+oQ99OJjEdSKUrVPZBluJSdoyGZ74tFzLuXP3ZnqEQJV5wLXs6OFDBtO4BjWAfwU3BxhZza62W/OqoGp2DncF3QkoTHN8ZrAt3xQ6ttdx8zcjqynz5nc373He+2mZ+swKEs2X6G/D/k3PzMXKJP5+vvjFL6YfBVj//u//fswP6zKlUmbllKN99LzzZwega3m6OPhyYttN0WSbrM822RblLHvn85nxK8ah8HX0fIsXHn8zliPgezu2z/vcM2NYyLhwGfH+zOLbXu8zEKbcSgkcNAmUAPCgjVjZ3ocmARWD7IR/0FWmKhD9/vwUoPnpH3gjGd1UKFkp6PjudZVUg13l6n07gAiVugrDayrjGs+p2I8DUHrI6RZpVQAiNcDRJgqtAuMHnUfalY107QYs0SJ+bYA/wQrUTZqDQesDDGmqFKB1sFTahrnvUP6bfGaFB4oJRduGcsNGGn5mLRSkzIrRtjJ7RsXqh9bUB41+F8oR0BeWYxkN/QdlECkNplLLajtM5VZFVgRmDH3fSVlGKG/AoGyQnsVVNkye3E3Eqeu/qrR3kYdBLSuAPRNb1wGF5p5TRvpuxXJeyFCFvrNWRCov0mdltllrpqOnH0G+RaoQzYynx8fJCXg23bt1Ld2fXISFWknL+N2h7zHlYtajP6ZziQhfzZIAHFO82Hc6SlkE4nDokn8NAjnaYSC7AgDS5v5e2E8CKAi4ECDPzS6k+3Ok4NkECDZ6Aux89rOfhVUbYYWOawQ7zIWfm3PCcY70P/SjgHuFGTrOIyMByi59Us7LMKACFK8FsGE8NZlqpnUe+gIiMC9cDnaSa0//yI98JICjgEP/Ok3H3mt57o6hY2Y9zk3nscu/Td65Efd5TmBmHc7fCvc6py2jju+q4Ml7rNMXGdvg/O3kngx+HCvvcc/zxb67WX/evWb9fhesac53s79e0yxs/1/D/GtEsO36SZhAw6RtW/hF8uz+Omyr++gIQVYAVYGbm/3NANHfmPVRRdzrNQcjPxtjsNcHn7V9br4I5eP8GRf2/WNb8rUsA3/L/vZNC5XPNeljuZUSOGgSKAHgQRuxsr0PRQIqBxWDLIaKRKd5laK7SkpA5x9+r/nHXobBc+4DtSFYqML3zPvBVMHKLOxFEB8jmtVNhdcBGPIZQcwGgQNgoMh1twqL0z9EsmRYtxpgpYbPlz5v127e4DpLxGEKG3Z1CXzRtjBHrgIETYK8C1jsJuhANCNYcNsFsbXDYIFdUGqF3xUqENAHWoMVbMLSuX6vwQNgt1CwMpItd/rKlQIk8l1zn/ZYHfdlOQU12xy7yzICMyLCFsQK61YEkVA8rBr+jFEm/nc8tAU4c8WPZYCaIEMZbgNWp2bnUo9mautSERugQv83g8ks2J3jo0QSA9IEt2vB+uykIdbV7dwzW/bgM2gwhuVB/KX+YdZNBswtEoRTI2jDNnYBKPRDtG8IDcYGoKScYViLJNwdtIMkwgD+EXwrlzCry1L2wjw2t0ibQjvnCEy5dHUi9XLP2NETASjWGTeBkqvSZKDy8qsvBRDIQEOGroUfZCS0Jjm280lwIhNnPkaPHQt3gZmg2HnmMZKM8gW/stECMsGN+fxkvQ4fGo7yjBCutrusWZFQ3OdsjwFJzknZQ4Hc5OStkL0A0nK6uyrxUrK0VqQfco4K2ly/1znu4DkueadBD44j99/e9xhPQI9987ckWPR5+2H9AlzbU7BsxZzznL8F58NFGG7T6Dz11FPp8tUrUU4At331FXIrgrUEiAESmSfxW6KMVczKsovWaRscauvzu1Hh9tkyzEVpf7xHwBbcd8w/ntmrLw72/vEeNz+j3L3zftj2GzC2nlcGfro75uVWSuCgSaAEgAdtxMr2PhQJqBD8A6/y81MWQWWhQhEUet4/7CoUlaQMiSZgmUG3UP4oS1fvyErOazev38D0WKza0EU5XpvGNFg9ezZ8DF1+bJr0JZpvhwAtMn/t+jURKao/1tLUQhFBDGOmP5h5SaoAH9fzXQVAmltundQrrlGr0q/WNc0BLAE2gbxsG0u2qaxNQ9LcqeMT5rHcVizqxm2CkCIS1ChhGays8AuWEHClYsfsh3CCLZQJ9J4NzMp1AkOohR1gTLtllfS3k5HU18u9E3Ag2BUMuArJBiyi8lWWgr9g5uwBMpZbDO2N3q0CCFsEkywAVm5M3Er9x44XzBEsomMiiDG6dhmT86EjJ9LqNsmVMVuGvyXmXMejThmu9NHF/W6W6fJh+olZn2sO1/EV7AJI9o6wgsXYkTQAO3rlyjWuwfLqB0i4szkBb126RtLhvnR8fC6dODUe4ELA9tJ3XwlWV+YzyE3KjbKRl2PuLhCxzaYCEtz43fPKwc25NgMD6FgoW1O/uPKHc83AGOUq2ySD5nkjeQUg3q9c/TQS2Pm7DbssICHVYYBG6xEkCkwEmrJxnR19gGDGq5sIXsCR5drmRVwPNjeKpdwOEZRiZLvuA7KmVeao9/CKEG00nY31Wpe77RaY2Td/N5Zr3bJ7gr38kuVvw++2R2Cr20U3AT32w+e83qIMy7Y/7pZvGy3D9DEB9nj58Xw75/20PsvM8sht85zg2a23rwjwsV3uea5bh8f7N8/t3/a3J7crPyPgVTaW+Q+f2l9CeVxK4J0rgRIAvnPHpmzZD1ECKhb/kKugVaoqC/+Yq6xlTty8JytK/9irDHzG81kRq4R6SE0igJQZcle56SfWDdjx2vaEQQEwEDB2XQA263E3DYZm3+2l3TR5/166PzuN/zlBCQC/eUDjKRihLkCYK1vsYI41CfNKmD1ZZcHyNIehqPW9qxCY0dJ5nSALN3R+gKwtwJfAzLa3Y2pz87j4TjvQfybltT35swXw4BaUP8rSY+AdPQ+MtklZtsP622AL26H/2tpRyCSEbkQf486QUaz2ADBRhlmO+j1qApeVtIzYKT1kCyGjGdfAkEmCLDCip3PkxetHtmvkExwmIvvIkWOA7GvpzYtX8VPrwgx3PF2+cgP2qYOVUWBcAYAhW9rdASgWwGjqpGCAgmwtldBXg216YVgbXfgxIr+e7n4CPliNgyXgds11w/OuLiLD5px443uvI8/C9KiJ9fade8FE7cJANlcKUCYQyPPEeSEoEjR4zu/u3iOgsd8CIoFS9h00+tekzwJE2bIjh49xfTCAj2yvz2kGtX+6KjDCD4CSfo5uzk3LGx7pg0Fdi3npEn3Wa7tbOwVTKMiM+wkYEWTeB4y6HOIaPpdGRNsGx6yD79Zne/Oc8Zp9sS43v+e+ZgAl0HfzGQGe7fZFIJua7asm7qeffjrk6z3S0/tlZLnWYRkbtM+yBXoGUHXyu3UMLc++5fZ4T2678nVrbBXpboqXFl9crIo5tw/72b/9m+W4W3f+VP7uMrH+3fBY2eR9//PlcSmBgyCBEgAehFEq2/jQJZAVi8pZZkGlacoXlYYMj4DQ8yoGGREVjEqtpl8ZislrlqHTfEMz4thoKFKVkYBBpRHM4fBQpK4w2EKF6vkqLIYJoWXBZuZgWwA9SyvLwYIcpZwT+BG6vq9g5girTly/R4QlgMBNRdsF+ycDuEO+wSYmsbWdYmmxXUCi/lQF+NOsi0Jl30aJ6V+lf5ybDCAdi2NBoYqsig/cfnDSJouGcrO93oka5BGUK89tUlY7rGId05r+fwVbyJ8S7m2goC2ngZJeQg4CZeXkOddvXRNgAVqVoXVUuC+awrMqduUSK3zAGOrkPwco7oGxWlzcAewdJS/jmWAB70/PYF4m8hO5dMhSUdaNSxfTU4c+QHkCS8GRfpMEryDHGjJ3rJVPOyA8mDv8FXcAeLOYqZdWAWzkNNxZgxUjIEIfyxnMwDwcwSADAHqXghsmKlh3gXmiXzuYD45pBWATYANEoZ9mnWhhQYEgwZeJbMaV5ZItUxbK1U2WTtOvbbMMmTqDRZxfLgv3qU89E6BH87GgMFhcZOcWY0NfTbPi/HQcZe6cf4ePDPPiwAsHbTQJs+esd5NxM2F1Zx/nYUSHhgci+fTszFSANNeTdi5s7DGK++uxbOvMYMtxVdYZINpm56fnbIv3hnw49jdlyh+/e10m17ZdunSJVWCORX9sXy4vykSeGYBZbgZa1luhHH8/His3y2ongrmYy0XS5wCLjEMB/Jy/sph+IrOM/oIt/4fgLxoTnN5bQSDOV/vtp+PqGFm+fbRdni+3UgIHTQKFRjhorS7bW0rgXykBFa5/yP3j7bF/zFXsKiiVjeeyslbxyvCpxGRLVOTu0/enguW7f+dumgcsAJfCBOl9XleZ6wPYgJkKXzfa3DvQH6DIei1L5sNPd018XTBZKhfBqKBUfzYVzwZAq29gMNq3AQO3QTuNwp0nsKCJMqtjiqwRYGI65F1ASOGzh2lQRcd3WUId6AN4obT4H7aQVSgAkgI5laKrM2wQXbvFyiIqTRWrMrCtAlif19/Qsm0PH5iHNRejGANTwlICAqYBE3cxZwo6BJuZjQxlDiCjwAB6ASZkMQFlsjmCMkFgG7K/S443V+LoYx3ZGibfMUC2Y2KZ9vNjH/8kuQGXQm69+PK1kaZmqLcjXcNsrOzcNNm7Fq0rnWgiPnb8SIyjoGGI9YrbYFdvs7bv3379ufTGhatEOxORDfvVDWgzuXVHF/kNCbrIbNkM432P+x0rTerOH8dveHgUOXUEYyhT5/JrMoeLgERT++iveOLEKcbRZ3oBWHWA4QDA72j6yEc+EqDFvgkEZcpefvnlMGsaDS54fOWVV9LVq1ej78qwADsFk+e4BbhmnDIINDjB+5y3lifL6O5156Xze219JWThfL9+42rU43j4OxCc2R58A5gnMryOK24GjJtl+rzzIh87p2yHz+bPDMq8R3Ps888/H5/WZ3sFap539RDblfvh78xnHCPvcyw9tm7r8bdlGcrF5zwnyPZ5y/SFw/a5WZZjVMVMbvBPkzlincrG9YrdrcOy3SzDLQKh4jdSMIDW4X3KJ7fJNlpfftZr5VZK4KBJoGQAD9qIle19OBLgj73KQmWSlYJKzz/2Khb/oGsyU4GqEFVo3qeSUwH7XSWgKa6BUh0GnGVWw3Isw/x2KiH98xYBKwZ8aCZdp14jOl3Zws8lQFwn5Qr2VDCuGGHdu9ynsnL3fADSCCrYon4c0mFqYqUP/AMFYC0ZPoBeBYCxZT+QFPwM/1IG+kmAqpoCbxElyzexIf8YrOC1uI+63Oy/K1YYVPLgu894nrtlBF1vt4EZuInpWfOh4K+J36Gy6QHIifzaub+NPrcBjHbNj0f5u4JA6hYYZsWp8s1AoFXFdw/HOhmepSWSXXeipHnW5fI053YKqGnLmbNn032Apmslt9POkyeOpXsTN1glAhAA4DsK6FlewbyJeb1BgM2hvqMAPEB/B4wf6wevEFizxLIl69u7aQKT8xtXrqcnn3wy2igDKNB1vOt1Wc5WmPfvwTzqW6gJU9AqC3nhwqshI+eOAMt54XjZVwHLWdqZAZgvBfbVXWAD9AmTommIBPyPP/54AL37gM1BQKjzQJBh0mfb4nz1uZifw/3FfKWeFgMcwG5tMcpxybzjJ47EnFGutkPQVCF/pO1r32PCzFPovNWP0jx6g8hsjvQ3zoUYa8eObxns7BDcYnnueW56Xz7OgCh/5nH1t2ZaJVMsuYaxQN7fhp+mjJH1dt5bjvPcF6El0gs5l2Ley26z6SIhoKdx8d37lYltKOT0lknW79bvfBfjeU9bu6ZfgOO+rC0C3Lxx+wMg6LPR+Xyx/Cwl8C6TQAkA32UDWnbnnykBlIGKQ6UtcPGPvcDOLSs4VzSQecnMhgrFe1VKKrQ2lLkBFJsc+72PfH0qU1kL2SeVveV39eBnSDDHCiGrbZgiVeACP3AHz66nTkyU506fScsAxk2iUQUCtm2SaEOXgJNBUkcJ2kw5sw4QUqnJKBkcopnXtCxtgI6qQJLvLRS6TKCQL/zuaLttldHBwhn3gx8DBEYgQSg+abzCr0yMtoOydUkzqg09SBWxKSthogpVYFCxILZtggb0SdwVfHJNv0eBJ0UH2PNTwJrBn8+4mXdQRQ7GK0AqfagRpLEJqNzGj40wD8omEnrO1C+s+8v9sqH6Vy6RMqcKU3Xm1PH0vsceTZcw605hVj1/7jRLxC1E3QYb3CSIYIDx7B8aSwNDRFvfupMW17bSnfssJ7cKYIUhunHrbjp87ET0a25mNpZh0zzfDuvpWrz2VYDtEnF12jg9PZdc7m6NhMhhEmQcHW/zEdYBMAQeAxBJlMz6w5rfmzC32zzvC4JjYXoc3QsEODKJlp/nz4kTJ8lpOBDzyvs7ycvnPduYxjPQUWYeOw6FHGW2CHChPFnAU6dO8NKywtwugp18fnNjJ1i3KtHAgiLvdU5vM6fNKdkC2OUyMohlcOKczJj9iz5yzvrzltuQ22MZHjtXnO8C4zfeeCNY9j7yLu6/LghUDodGx+K3piyV4dzUdLTPe50H1mF57roneN5ztsO2KoZ8j220Xq/tmgg92l28zLRY3tDfsGxtbrf9sNwoZO84vucOlp+lBN6FEij+cr8LO1Z2qZTAD5KAbIl//LPCEvR57OYffhWWCibSbaBcBHUyFm75GRlBFY9+gFsolIJZScEORUoPUJqARTOUINDVKaqkd5ERVOnpb2WQxyiO/4+ePpsOu/KIIaUoLZWgkcIBeFDM+vqtsypCEd27t/4q7RO06lwvEJTd6gCEVhqanF+XhhkAAEAASURBVDHd8mlbbaPmrnb3gEQodJk/2idR55JomlkrmvyoO3aV6Z4fneygu3KRlVOpxk5ZRhwrJ5Fk08TUBBX43BrHa7KCtHsTdk4zseBPk7CKOYNsFbPHJqM2b6BgZB5ApU/k/NIi9TZTbw8m+G78rUDBU1P30vTcTAQBhImdKORVVhk5c+poOnpoKD39zDOR0sXE1Jqrh0bwz4RFE+jcAXRv0C5lNT2zkO4C4G7evs8qGKzjS4JlU71M3p3G9NxMtybvUEdPtMf+2XdNjUawyvreuzcVywBOslKJ5lx3gydqjKeAK9LUANwF6ZcuXSEZ9C3GwnEwMpjl88wHyff95mpfCpyXvnAYTPTqq6/G2OW5GvJHXr4c+MIhiHF8BYh++t02ajp2XphQ+vLly1GegQvKy3kte7lKUI3zQrn4rPNNU7e/Cee5u+1wc6y9R4DleOVztsfNa3nPvyll5u55N8dcFvLb3/52AFDbZx9sg8e+9HjdZ5SJdXuc21EAuCKYyXotV7nsl43nbav3KiN/nwLqFeaSywgKcN18CfIe2c8wcduxvc0y9u/5/Nt92tf9+9vdU54rJfBOlkDJAL6TR6ds2w9NAln5+amyEZC5q6hUDioOFaJKVQWrCU9l4zU3lcQaynRMVkamAcaik3s8FvCdZO3e6dmZdG/qfureLdJdVAEx+gMambrJs52wgb2ANlPDLGF2cwWLFtGcpjIZPjSW3iBKdRV/vEa1B1YN06pMJaZIAZNtiT5ghtyGBdPHsMP1eC1rHaYJ5WT6GJck05wXFJwRwoK6YLVktvAd5P4q5jVUK5dkRPTJQ3GrZLkeOzo8nuFcYUv2PoAvfWVJWZhGiwX0oFB3iTJto23BAKKMXXPVfH5GD5u/LeRH+apclacb1YQ8+Se+r8Mkzi3BRLF42PQM0babx+gbaVUABLZUILOFvBv4DO4inw382dp2t1MP96wAwrZg114m2fBHf+QpfArr6R5m/JOnT9tr5NZIUwR93L5zn+XzMNEScbwGFbtGJO+ZM2dgAW/in4h/GyDt/sx0WiLwY2hoAGBRAB3ng+BMwCLQE0z1IATng4BGmXiPx4JZNz+dT9k0LOhy7AQxykPTrPnwnG8CRX0MBWz6GzrOlunuvYIiN48zEM+AJS7wj3K1Pv0LNc1fvnwVNrM3ffipj+HT2BlR6p39hZ+dbRglsEUfyWgX351f3cxTWc+IlgXAa8pncrG/BbKs37oyyMv1++l525p377EPN2C1ZQBlI/vwhxX86VtqWQJAv3cd7QxA6jnbYl/to2W604TYLNPvXvMec166+d1nPefzrTb8JXxRIb2QQU8+5zyKZ+KJf/hPfl6ymnSX5VZK4F0rgXJ6v2uHtuzYD5KAf/yzMpVlUAnLjsgcqMA9VokI/lQIWZH5nN/dVeyCRwGMmwo+Kx3Nx5ooq0T5rgrcUFRTC3Pkp8MEDBvmyhhjwyP4XA2kZRT+Jjnn6jBWrhaxjMlwgNUpjIhdgrk4NmRQAaYuABS6i6jPIv2GbajC9AlsiPIA7MBqCqZQvE2UoSa7YP5QfMA81iBGWRIp2UYfqvhCaQquw6oJq3Zh9sIkzLlg+bhHNanZeZc1gd3aKVNzcB3wIkitARxVpoIZI0f19RNgChQqBE/Yzh38BDf53ASwGS0MkghQk5W57RVkusk8uu24ru3OJhHSc+nCG6+nQSJWj504HusUC8TvziySoPlKALYLL78IIzeI6XyFZeOI6Gbd30P4k01NTrCsGzn0iMitwXA6Tv3Ie4AUOxdv3IHpu5fWXQOZKlcwAW/zl3CWNW0Fq7PzC+ns6fH0neefC+AgCDN4x/lgwuhl8jGG7PdeHiqAZueLLxDOE4GUYEfwYb1u3p/nhzLzJUHA980Xn4vgj+eeey7Yro9+9Ol4zrx3h8hPqGzdrFuZ1ZmPPm/51hsAiTWR9QF0rgr8fPbO3VuYva9R7w71DKXHHn28yDPYMxj1re+wli9tdn4YfDSDuVV/yQGWKuzgxcH2OpdlS63XY8GTx7bF30lc57ubx7mN3uPmp21VJvbDNisP0yR5/yd/7FMhkylYV30dZYD1B/S3cRbzdQa//h4ty+8BFgHsuX2W47G7v4Vcn58+4/5Ahrgn2Ma8Aki+Hp/xSlKMU5SHPP38QZvP5W3/cT5XfpYSeKdLoASA7/QRKtv3Q5GAvluyEDI14+Pj6bvf/W6wLgIMFaMMz8mTJ8Mc5bFO6h/+8IfTtcuXQqGoYAoFyhJu3O+uglfZacrT9Kgpy/QtKrwFzJkLm0v4AsJooFgOo/CeePx9gLFWeu7aDYImGvhtHUmvYQpVuW6hLPsBCPeIYh2s9wCCyHtmKhOSQM9MT6FA9W8qzGcqfoMUljB5ueZvG2WZqmWdlCv9sDiuDtEATLbvkqJDpAMgq8GI1NBfASb124PuqAAiDQgxosRVRFChBSgEJLjSSJW+GRXbA0vTDfPYxCTdYo1WEy1rQnZlDv0GDWxYRJmHGY4UJOsym4BHGRhNlJpH3QL88axV6iOnSVpFukWy4o4KUdrt2+nipTfS4tzddIhVI3rx3+voHwFQFgzbAj5+R1k/+CNPfjo99d6zwQZeX9pKF69eI4BgGubrAqwqOfWwqgs8hjCx/4//4edjCbk7mHCv3JpNA4eOpnnYvz5uugUoHAVMXoIxc3588P1PpjlYwNt3bqXOhfkkqG/C0PqyoN+iY225C1N39oBFYSp1PGSyBGPKQNAhaxnpY2C5BIqCGeefc0TQI/uo24C58Tw2WOIqQSmaMQuQU4AuWSnrLZgtX2JIIs53wYrnOnExsMx792+xfNohwKjuBizHB1ASmNouy2wiW+/TDPqXf/mXrDAyGqZt2+xeWWwwz0lGjsxsq2tQ6zOXAVauz+8eO2752O95zz9e22h9/k6q2/WIdJYd/8IXvhDgzzpjuUAe8PcyQUL1zzzzybQB4P7qV7+Kr+dsyFowJ5OsTN38nvuvr6bnBZr2UZn7ktY7ULCz5koMGZDuRyDZgb/o2wG3AiQWoDsqKf8pJfAulQB/esutlMB/fxIYhIHpRCn1Ykb8wJNPoCgAM4CiYyePoVTaUc5dpCDpTiOYq1ZR2vOY/YbxCTNQYXVpNZ07+xiMEasr9A7h7M8KBlXWOTXCku9t7fU0i3+Zka9DKNzHz54xC3EyzncDk2I7gGt5hSW+1sk1uLWc1lnrt70T4IO5to6f4BagdJH1aMePjqc6K3l0jRAt2dpMK4CtOu2aZeUGEylvEsQALZZ6O/rJGziTeiqknAG2DXSQp4x6NwGdizskDybH3SJBFFs1lp7DJNoECOzig7YNM1YByLVgeQSTbe2wVRUS8rZ18x1zMv3BhS0AQBdBEru0M22ybNkua/buLhL0kmAqfb6VFkiavEib5nbwr9uqAHw0JfIM5WK8DXazAdIj9iB1V3dTf531ZzuRP6vaaULt7WD1CEzk7o8P19Ngczk9Qg7ER88/lR4995E03DOeXv3mG6l9nhQ1MEaHAYt9hHJ+TNPpKEzZ6Kk0U+3H97Cappbb0mb9UKqOPZ7We0+lq+t96X7laLrTGk7/51+/lP72OxcBqK3wLaxsr6bB6hZjwgowtGdu9j4rR+CvSVu/++oraR3g1EEwxi5gaB6/whb1OjfqLIrc10U9S1NpdRmgga8nGBjAzKobgMVZQPo2qXPqyNhr/QSirOGL5vrEfnrda2PMl/46gtxkXWV8EesEKJw8cjL91//7q2kKE3AboKbPZNDI1+X2DPgxwttgop0aKVuQ+Qog14CfBi4AAqYVAGqT4KKTmJF3AeVG11rObosgE/IcLq+Si69JOqI1AWxPGjnUwJy+yuorlwHv95iXd9L96Rv4c5oOSFbMtXr1yTOABeAPCN1hDm9sL9PsRTrNEoXtsObrrP1LPe0V08EwE/mswcg2iRzeZDzrFXIn1khDk1jqsE7Ow+mb6W//8r+kreUZADguDA1YPt5Pdvkd6vqwwtx7z498KL33Yx8hIn6LudFDMnXkz4om3XXWb2YVmC4+F+ddhq1Oe2BFmds7UNszREEvbMynuTVyeG7DBG8hk9Yy7VzHL3UxTc+TumllljkOQ70NyKaNEQzMywkL2qVeXnQayIuOhH+vXJ9m8DpgeBlgadS+3ysAYPfCRK60yq2UwMGRQMkAHpyxKlv6ECWQ2QoZGhkDNz9lAG/duBnfZSVkc2QTZDRM+6FZV+ZGJkXGz+t+BiMD+yAbYdnhy8Q90/fvEuFI0mJYHzBYBIxEyhfuCwYR5styZWiCzUDByEBYjrsMhXUYMbqDsmrSXv21NItVQFOZCaFSNVTxDKhN1mZQxgUQqknX9gkaZfkarC1chX7bWkNxY+WKVSbwS6yi5Lk1+hplcW9mSOyT7EknjIufuY9RNkyjMlonGEY6T7Ags+Qms5cjaIOpcfUKNG0bSlqfvrwZSVyF3ZQFOszavAYlDLPLGmp+7e/pTY88+misatKJn1+dvHTHT54goncY0y4gHMVdx3S5sHAr2qxc7HPeMisks+dYZGbO/tmuLRghmVu/y/Q5FhuAKO+VtXRZNDevK9ts2s3mSeXhOLl7T54PuXznT4wZdXnsedtoOc4fTaC95A/Mrgjnzp1Lb14o2Gafk6l2jujLadsFeM5VBj3G1GveZ1Jo59UTTzwRjJ7R6Au4FBhlOzp8PA0OH04jw/g3Ts0X5fFS4rOLi6Q6Irp8mwCYocGxVMex07bZHwQE6MOPk/ItO7ffa5rq/Z0gxZCZ17Kc4oB/PKf8N3BnyMyn8p3FRH/z5k2W/LuZzp07DzjVT9K8fYWZ2xRMmsk//akfS4tXr6TvfOc7pODBrcL2AED9HTo+mrANGtI9oUa5Al7bZlJuWex5Irpd13qH34VsbxtzzOURV5m30da3sfQave7muNpmN8cgs6j2yTH2umOZ+x03lv+UEjggEigB4AEZqLKZD1cCLkfmH3mVmsrJP/IqNyM8VYh+13wkGHgB5aKSU+EIFtz8o5+Vu/5cPmvEsErB51QIlqFDv+c9tlyvDbLOq8pVhaKSysEmAgIVinV5r8cqe3OiLQrW8OmzvSp+y7EMr3Nj3BvPQ6G0odxUeK5OsjQ5G6DO+yqYcbth2wwWcQXedRRu+BYihwagzajUDaN2YY1MIF2lLPtL8aHcG/UumDpAMAECRhG7uoZ+iwZ4uFl/BeWqcm9rK1ZJUEb2owj70LpMH/cU5hagIlgXnvUen4vcejBmmofvkONvGB9Jma8G7M/okaPR/z4CZ9aQ88kz51m+DT9KAODtO5Mh68l7dyPK2oAZy4cbQ26s7EG/Wuh7czMGgALpel7AKqDQvzKPsfNB+TuGOTJVU6rn7WNW+I6FAETwo5wcD4G/m2PrdcuxXz5nvbmffnfOCC7zHPSa43rt2rX0KGD39uTdWA3EdYzXGH/dCgZgAy1Pk73PmVTa79Zj+zoFZdxvBPA6wTHW6ZzOoFYguNtaSN34Atpmd+fmBgy45bhvkR+R94Yo03I5ClnksdSHzi3u3S4CXOqwkYKjFg96n3veZBCVh2tjK1Oj231xcB4vEpAj0OsB4Pfhq2iZ3BT3TQAOPT52eCx96UtfIjL7NkFVsIX8HgKYUoHtc/elaHWNyHoY0HWi67f4NDrfF6cqjLOpmgy+8kVCH85VQPET7/8gY+fGBH+bzb8Plp3l5JjZfuWuHJVbzG1kqOzLrZTAQZNACQAP2oiV7X0oEnhLmRUKPbMJRl82UU4qM//4h3M6f/AFcQK9DPCMrnRTOQyRq+8OyYZlwRqYcF239D7M3xrpSQQIKo5ufLN29xSG5bYBsDwvE2bdq8vka0PhWK++S9ajMvSzA1C1pFLkuSYKzcCRSdKU+LzKVGWocjPFSQ2zm6DGsiJKlueizejsNliTBlGgAqoKxy1YngrAT7M2Gf8istYkyq6B2xZ0SgHcVI/WJZsiaNI8qg+cZsV22ihr090DOALAFOdgGQm+MGLZvrrrF6jMzWNoWRlkeU5FakBKHhOZoB2CRlSyXY+8Ny3TphZm+DWVLHX0AJqGqbcbwNBHTj7B4RQm84tXLsPizcSYWIf9drNcj1XWAnK/C9bydeXsSieek3lU/m79RGF7v+0YHCwivLPSF9DYB/eaATCUaTmOn5vAK/dT0BBjzj0eZxChb6lr/Qoyh6hneGgkgJKsmEBSgORYtTH/TCdj2dYRZQlg98qyX5pZ7U+VQBgBSgaTttdy7Jc+eHDDjCJjwNjbZttomQLJ3r7O1I37wPqqgI9rzBn9NZ03jqv1KyM369rcWmW3rsJNINqxJ/O4aS8q12Pb1EOwlfVFaiPmxChrL2sytixXBDHxtZuyM9/hIsE4d3jp6WVFlvHz59Lnv/jF9J/+05/E76wPZtD77JdjVKVtRrQLBHvw7etmXvu72eL5RdhO+7pEX4ZHd9PTH/1YOg/AXmflF+ObmMoPXkSs399O7BzbNvvlb8y+2359Nj0WpPv7V34GUZVbKYGDJoESAB60ESvb+1Ak0EIB+Ydd64/gSUUiA+Qfc8+r2F2LVibNc5mVE+AZzaqCcJk3mcRhmDZThnSheOrkibt753ZEYq4uE9GLf1iscKASRUEZcazCkvmS/bFsTaHWp5IyX6BmQANFVN4qXYGU4EvwV0NhajIUBAgAVILdmA7twypmwS6YKpPkynhVUM6W6b2yNgZydFGWeQMpDvdB2DmUZBuBBOa+20Hpyv5F4miARw3liaaDIeNmnnc5sBbBJ7s6gUHR2XbIFeqrsHyaK57UYQOJDsXUbH8yQNGcrEyr3Kei9nkVqe20L92AHfsaZjpGZIxgCIGHpsDOPsAd4BsEHmXwWOrG7Hv01BlS3RAQA5vTRtqb+/PLJHe+B5BYKMYV2ai8M2DLbfEzK23lYjv9nuWfrys3z/tpWwUwfnrOze8xXrRdoKQsvOaex8ZPd9vhs4IGx8vnBJD3YDjniDz2u9dy3YxgJE0+euwEPpCPMCYufbYUc8d73awv5i/9cfNZ27SNX5wvHZVqkfDZa0C4SF3T0zXM2AIieUlow7/TPlfB1LbPZ7t3OtPiwjKFOSdkcfeYPIEc1VqH9wJn6Qd+qsxj3x5kGDsBnvbR3fvc/LQM2+lz/kac8zJrK8ylLl6UdBdwjWg3V0MZY71gwWgbdeo+YJLtu5ixe08dTR99+mPpzYuX0je/9VxapI8CWuWQ5dqDP69suaDO5Nv3bt8hiGcmnRlg7WxMx6dOj6ezjz6Gub+VvvG1r5MvsyN9+Eeepi4e2NtsW/6mT7CR9MrJcXQuydoKVg3YMdo6fgO0wfEst1ICB00CJQA8aCNWtvehSECApIJSYdVx+O6HxVMJes63/UXMvh6r5GToZNr8Yy+rlpdH64Dl8hlBjOWo5KpE3UYEIqbG9Q18nlCkh/BpW2VFCJks02yY6iUzSKH8eV7FIjOSwaemwAGUpUrHJMmCp1XAThXk6bmsaF1tI/z1AIBGDtcwe7oUnGxga7kAO7JHu/iwCeQMJlgimKGD+03xsS2SjfsxmQEAZfQ6UMpG+27VdkmbgsN9Z1cEMty9uxGg2AFAp6Ph51MVM7AMoMEBDe4T/KksF1cKwGZ/AkjQTNtsGwXEJp9Wzi6hp/yUnYrWrcjDV0+u4AFeTXdh4JS9bNkiEa29LOM2TK64aUDAje+9GeVevnaVdYDv4PBfRKpaV94t0zZYh7Lz2DY6vn4qa8dYkO8u0+smEHcsvZbnhu2wXMfP9kd5jPn+ci0zl285+dh7BID5nHNre3uuYPqQk8yfbTly/ESwkLbDZ61TYOmz+rF53MmLgkylQNn0PNJY+V77Z9mu8OKLjQApM4rrm8xT06gY5R1jw28AAEuXYp+enuU75XfJsBUmb8faMn2JaGIqN7WMCb+3tl13t2DALMvvBhN5Pf+27KvX3JiFMS+dI0JEXQhGhkfCPL2GyVZGVEAoM9hgjgSDDHe8wJJwE5WddObc2fRTP/3T6TbJt69dvR5y8ZlYLg+Eah7NNV5g1vtwbaCCUVL+DOIv+tFzxyLC3/yQty5fS/P8zkyaPsx80tXA1vlpm2ID+BVnYdEZY+Xu3LFPfnpOk7rjmUG/8im3UgIHTQIlADxoI1a296FIQIUu4PCPu2vLhhkWZS9AUfGqiMP3DkWqCU0T8BpmQpVxrOvLcyq2ldWl+FT5zsxOhUIQOKhNDWgwoe6Jo8eIQr1P0uGJYAmtS2CRfQOPcI+soqZA01MI3gSEbjKAOwDAOgBwau+c561P8Kc51jx7VZSRS7GpxGQxNmjfFspKtieAEPerwEyFsQAYlS0R5PEgZmGiS2cJUoHZkcXsQGnat20jZDE362S/YkQxsphHbiZ3lrWc4buKr7NjPZgdAZtgo+GzLN/mZp3KQsWZg1EqyFcerYM2VACitCz89QSyKtc56uoyQTZ9j4TPRJI2YNqalLuLX+JN0rVswWa6osq3v/NSJBS+eWOS9izHsnrRdoCwsmwjqtZ6K8jPQAaZ0lDojGUB2jBzcr6XeoV9sm2d1OW2BqPq/T7vbl/8rALq9WV0DxYTIKMcHBPnleVngB/9j9KKf5xzts955Oax7XDs794h5Q+Azbnnah4ytQFGKXsF8K8MN0jHooy6ec46rct6zcsoGMllW8bSUpGKZxlwNUTwx/GjZwH4pj7h2QdtKPxfZfGOHz8KiEqwgEQjA8QsT1Ow5Zuix7I953f7JRuuD6lsoCuL2HcjYr3mnMt9L0ASbDHBR8rXVVAGOwcDlNaJivb30IQV9kVA9rKTFWzqLNcXtln6KAu43NVOZPJ0OkKqpJ/4iZ9I/89X/2vUYZt8QbJNLcaxwdj4wnJ2/HR65uOfZDm93rQ5cSXdv3U35pVRwoNdrBFNWxfnWcqxGJZ/8K/vRA92+mIdbsrfvigr/yZYp2PgdXMkllspgYMmgRIAHrQRK9v7UCTgH3Od63NOMcHGqgAQBaVpVwXuOU2aflcxCey6Q1kJZmBQUOKWI5NRI4JV9githSIkQrOXVCKY0ro7i5xwsm8GJpgsWT8ly3JFCTeDQARy1p/ViMpFkJDZMUGCjuwqoP3Mlv5+KtU2GLUKfl366Km88j3hnwYQUhm7bwJAZDCDVerWHxATHGWDQuIZ2TdNr94rw+QqEV0ANZmfQvnDgsCkWNcmPlTKa2l5HWZuJUCgJm4BCkazUJBhPsOfz/aoKA02obNRvszkMg77MRa0SyDQywoVO9AxkfAXsFpFVmMAaEH6AsxplcdvTtxOk1OzRAU/hnl4IY0cPhpAthNfsdYmZmrqynsAA77bdvukHAVH1qls3QTjjl0OyPC798uaaWYU+JqD0bJ83nkh0FWGAgB3y7avlqtM8gtGBgjW4/Ne8/mQP3V07rHIzjPLsE36mJkz8MaNa6xNfDzcDHzO55Wh7XLOWIYAzWcEgF5z3to/geP2diWASh1A5JjY5iaA2CCPCvPFeeD9Bv+Mwmg98shjvGjARq/g11clBRI5AIvfwJ7Jnn4W80+fwBTtYKTSBvO9skKSZvreDmtsP9wdA7cCILWzxN9C+OkdPXo82ry+uhH5Fs+fPRf9aZD78R4rtLRgCPVFNDBE5luf1DXaeRc/2xrz4eOf+ES6Cwv48ssvp9OnT8e6297XRZCSUM1VeeZn59Jt5OhLXH12OmTYIKJ8hShgbMCp5u+Sa7piyP79Y5tyt/3K2vFVHs5T+6aMHV83x6bcSgkcNAkUrzYHrdVle0sJ/CslsAEDoJIW5MiY+VavOck/5CpYlZnMlMpfxbnAp9ciXxgRC4IEz98i+lSloCIQRJhmRKWiQn7Pe94TymJmmtxyACNNnwY3qECMVlSpaGrWfKnCNBBhnTYJSgWVRsG69qx2UOu2Hj81Q/fJSpJvzvt6CFYwErbG9cwsqqi9f5C6NPcZmOI565Y5M7GvEZjrsCfrtMk0KJHsF1nIyoUPIcf+gRAkKJ9ZWCoVsM/IIm5gchMMGjG6BYPj913YpS4U9zxs3AzgTJ+yDYCcptxgDmEY9UlDx8f5VaJbrXeFlBz3ifC8SlJsn12S8eI+U75MINNvPv98ev67L6VvfPu59E3277JOrmXsMngXLl5mzIzQLkCs46A8w98MRa3MHKusrAVMykLWTSXuvY6F13Xsl/HMsnIe5HuUp/LzmrvzxC2zegIF55RjYJ3eY5mWHyCf4zyOnrNsrzvGAg2Bm2UI/kzf8r73vS/6YB0ZbHifvoPeK1soQLVM+2z7AnDz3bLts+XZHuef56zX3UTf+2Vy+/ZkJJ52TeNwGUCuG/hW5hchZWZbTUBuupi5efJOkg/Rdli+YLITX74O1mb2PgGn7VKu3uM55WWb/c3lvgqkLNs22R7vsc36A/ppfwXdi/jSWo9+rjLx/+Zzn00/9uyn0xT+eI6zspY1t17r8jjLv7enn5eHJWTYyzgMhQ/fLEsv7jAprd96/LQNPuNxkxyTytPvfjquWb4u/2ebrCdvllFupQQOmgRKBvCgjVjZ3ociARWLW/blEeDJnhkBrCLSFKxCUIHJLvgHvolCM+jDYwGSrJ+Kr/DFMo1IET2qsg7lgYLQj2kFhsQADgM5tkhN0c0yb5ahspbBU3mraFSKmq+yAvPYcjYwVZns2bpVPJpOW5Q9CwA0YEPGz/aqGFV8gjKZRpds68RM142ZbRvFaciLCrJOUucAHLRpHXCnKVlzo3033MTyBZbzc7eLNqIQrVezrGZRAZ1tjIhgewXoE9wZNNNOmwQafnd3KTiBWjtysM/m69sOXzFrKsxnAgVlUaFMcxIu4qOl7BNmc2yVhZIG3FUA0ILKD3zoqQAmAnZNpX/3d3+XxsfPpN5uoqkXCMYBRChLwYu75avUlbGydhM0CO695v2+BCi/23cB8I6NrClK3/ui3QAC5eO4R/84DnnxXJ1ylacy8V53wYqbc8kyYk5xj/PJduQ+2wYBkH5sVfpogIHBNAK7WK0GE7xjpOm+j7b6vJvysm8CE4N3csR1V1fBTq6t44ZACm7rBao8mFNt+NLpFqB7gGMq02c9A/3d9IHAJ+bPBnO00VEsV9cOK7ftCwIvJbbZtusLqNm3Fb5+RXBQpXIortmudpaoc1WOmCOMYwZ3KwRFHT5zNv3Yj306PQ+I16ztKiXKq+7Y3ptJo6yBPX1/Jn4jjqGbibDX8FtdJo+gY25uyCEYy1Onx3nZYvlE2Pl2GE1/B8o9R8b7O3Tc14jYbzB3d5hLMwBX56CJuTu97q+C597amHfIKzZ8AWVY8xZzki95nD3vcbmVEjioEigB4EEdubLd/yoJmMZEpabCWIBduEsSYBWiCrUDc6Pns1LvwpwrEPO7yl9mUJ8nAdkcCtxzSyxL5iYrMkKUquvbtrEHa4Cy1Cys39wqympobCSUnopd063BH677i6qMRNPdsDXWZXsED9dZ07WPFUlUlLJzgjN91u5h2go/N857vwpTZShvlyOH21HSdcqGKgvAMIjKqwM4VOaCIdO+mPOvYD0AawAdHfR6u3rDNKaiV6mr6EyCLfjzfk2IwAraX/iT6fivaXGpRe45PmsAETEctxZt4VNmVJYw2ohidrNc64720g+vL5LPzb5WAUICU6+rwGXfTNMjOyRAOnnsePrE//SJND89Ewyl49DZOBMgQUCs/GRF7afmdf22/LQ8U5J4vMw1QZJ+lH4ql2Bdads0q3V4r3Mit1PQpTwEA16zndbjsfcI0LzftgiWLNNPzzk+3r//GSOrlYdrHW9i6jSytAfQJ2N49dq19J73PRGgfYvgBssXwFuX89N7nF8mRW4Burzulsu3TgGdJmDP2bd2QE2tw5RB28EkdvdWw/Tbz3rLyvXOxB3SsYwxbg3myxZy4mWA9jd50TH1UZRBWbl/tkcm1T7icEk9BZPqsTISQBl9Hile6swPfi/Xr16L/IamlhljuTr74suFZTlG86yW46d+sYK4uUUiuwloocTwv5UV7uW6/TdwSXcK69KNwuh5f0tGjxtdbHqlWeRrHd284DV4SWgn5+GVGzdYDYfIa0W2L8oZIRaTNiTJJb4W/WDyeivlK8uoj3uzzPPn3mPlRymBAyGBEgAeiGEqG/mwJdDAB0hlfunqlVC0MjvHjh0LIGWKB5MIG+yh6UxldJi1aDW9dQ+Q8w5AiB7ANxAz7ZtEnsKIqLxk+TphMgZg+O5O3k7zREia/699Vx8tFOQGqxLgm3T6/LkAM64P3EN+ubpKFCVmQmLrtc51FLebgGIWBTi8ORZKzRUPagDGXkDCGsEis0Qbb8CymatOha//0+jwGOsFT6cV2LIByhzpZ1k4fLTWAa3bW/2ApwGAZU+YGt94441Q3jUBHQpNIDs7CyNGsmqVeCTWRWHqpH/yxDigmRQb/FPHT3CJdrA4CeZEFD27foLt1C8Ds7VYAJ2sGDWQeTw3W0Q6P1CqIkQ2lWpxL7kMYS1dtSSUL+yr5XtNsCNYMoJ5h77ubKyll779LZZQm03/y//2v6YPfuADLDK2E4zs3/zN36Q///M/T6+88kohlz3Q9OSTTwYgtCzN2q69a1uMAn/ve98bx84DAYMpfGyXY2Awipv1CwBNDG2bBCE7pNDRbOx3kxoL9ASrXvNTEOiW3QkE65bp/dYlyBdYCew0kfrpWJ4/fz6e83nTxfi8cnfeyhy7rWM+r1cwVcJuWYYMqptmytXVpZiXAn7nlEzjxtbuHuDqAFybw6+eLl68GIyYLOS///c/l25cZ04TCSzoXMVH00jvdoB+jBEovsWShd09HZTZzVzqox+Y25nzgsIeXhz4OUQfvF9wbHPtzzJ9aAHo/l8COA6PjCLHnXSc5N5GxjM7Ujes3hzpWxyLbtwa5skDeOn61fTYo++FSd4OHz/Bnu4GyzCCI7CFffwOjrQfC5nfvX2LdET9LMvYni7fvJ5eePXlkEkX4PXEiZPpMcZ3gLJvTN4iiOQv04tvfs+VFN9iABGd+Tk5E+2JObonZ8fE3c1+uTl++TMfx4nyn1ICB0QCJQA8IANVNvPhSiArXE2IskQCQQGZJk6vCegKhYpvGxpMxunKpcvhp6e5SUAkc7gNY9bBEmQCgOuUsblZ+EqpPNxU9PnYqGBz4AkgZDZkElUcKmc/BQ4qOAFlBggqVYGQ/oEqrxkAmmC1gUJ01QyjfVcIJhGY9MD0qHDDXwtFJhjc4rkaZbtGrVHCmzBOBpP0NQCCoyRRBmypnGtc16QdTA7tDuCj6dtwXTbvUSammLFBG5TdoN+7oRRhvzDFBUCAp7HtG4Aic6i5hyKlDCNPd2g7vYajRIkioxbMpH2XDfI++0umQsrABAnwEXzYN887Dq7sMNx/KI2QPubb3/xG+pl/++/SN/72b1Mb/Z7Cb67BqhG2w7baDsGTu4CvCGoZDdBlfwRoylyG8Px7H4ul5TSHXrpyOZgzwbaytCwjhZWNYxPjI02KzAxOQcpxn/PFOh1bx9Q9s3+ChzyvlGfIin7bDvvvp23xHqPDbfPZc49Euc4k71c+GYiETPfmWCH3wtfQsi3PAKPh4YHIV+dYKTuBZzv5/4xi9hkBcAfrH3eRxsdyJyZuswzibdLEsJ704CGePQ4DiAmcfm8z33L/lJcyWSNht+smC3LttzKO/tCGCqC0uvdS4dhZ9xJBPH34h7pPEcRhpLHMu78tzc/6fSo7TcP+Di9evpS+/vWvpyMEjQyNsEQcdTgOtkNfwEE+PRYMy9o7HjtMq23m1C7nBpnfjvH7z58Lk/41WL9v//n/hf8i0etcHyN4aAc55E2GWrkGrOPYT2WZt/0y91zcy/XvP5/vLz9LCbzTJVACwHf6CJXt+6FIQGWiUlSRjY+PB2ulwtEEZwCHf9RVWipGlZrsiGySz3jNvGX6i6ng9SM8ceJEmrw1EW3drzRUtJYRSnpPmcgU9qLo3ASD2QdMx3/96FxezXM+o/IUcAhGTpwej7L0RTRqVB+mYESk5dhUxNu02VQcBptof3WJM9uoidXlbF1LWMXdAGAIFjV36ncmsPI+z3XhyN/V3RGKWYBjGwUUS/RZZkylq9VMPy/Bib5rHukrSaWxHmuzvYiStV0tQK8yUea7pJ6xTyEPHlY2XrPu6Kt+gwQamBB7aAhTOc9sbhhEUpihZbbeeO176X/4/BfT//wf/2MsFXfzxjXYoUYawzw8j77WrH7k+LF0BsVv8mFB3b3JqajToJ3Tp08HaNCs/r73PxljKrCwLbYhuwM4rppQ7bNzwLniPe5Z6QvU1tabAVLzfBH46Vfo5nMCJj8zM5hlkcuS2XPcF2G/lHULNs/xz+Zgo7wDdAH467XCz1B5FQETJBLHJ04Zu3nedlZrg+kkayUL8q7dnAjwe2iUYBgAvwBemTz62FlGrfBFXYQtNJ9jahaBKrYtl2eCbk3AeduAebWOYDvJdel8WN9bSg5SL8bTPracc8jTcX/kkUdgpgvXgzWifzdgFvXp7AdgCsz1I7XtJoE2V6XP+GI2zBg8/50X0lNPPf4gOCczwdavn6lj4Jzv4vcgsBMQ9jO242fOBAB+48Lr6YUXv0OanfuRMujEmfGInK/wcuH8zRDPMXUrPpEMcnKe5vP5mt/t3/efj4fLf0oJHCAJlADwAA1W2dSHJwEVmCyCSmQU9k5g8ebFC5GM1+ALFbYrEajc9A8zYXGwDTRBRS8o0OwqOyH7p9lYpe3mfQJFy1ChqwRNCJ0Vh8rV+v3uNRWfpkAVoT5SsmyVjgIQCRosY1lfLoI5DDywfNsgWNOP0dU1PJbtWIEts3yfMajCQJA2ykeP0QaZpMLnTl8/lZjttq0LmKZVdjJvKliVqv1yW6euaZZaWyX6N9g42lCD4RGUaP7roC91lC4qke+FAq0Bou2XbdnBP43ORvlFWwqzqmULXKzXe+2TfasDUpSP561PWQtIXUNZFumTn/x4Onb8SDBlVXEKqKN7uIaJcTa1YRa03fZfmQpwLUfTqp9uggtBlyZ961PGE7dvxVg4ZsrF+WAKnEuXLgX4tTxlbH/cs/K3LJ8XiNtO54AuA/bFXdkKCC3XTdn6rLvnTLXiswJ8y7E9Hfipefzaa68BZmFoKUdWTN/PGnPD9ikv22Qdu5plkWM8y7jJoj3x5Ifo+0jcIwD0Xvvvs5p1HXf74RrDv/qrvxpMsWUuzeF/2daADV9jabqxKHN7A/M0//msZcQYYQK/e/c+fpSY5KmzXoMNxg+0QQ4/VxLR92+blxTr9fqHP/xhWNuPx8uGCcgdo5s3b+FXOlDICJm5pvQ6PqnKyLn8wQ9+MD3xxBPp9/73/wO5Fn3uIpLXcViamo6cjHVyCsogWo/R8E3mqGDelwDlJSB89fXvhS/p4RPHAvDpbrEFOD3EC5PbfhAYJ/hHNtAr9jmPdb4WVxi//Z/7r5XHpQQOigRKAHhQRqps50OVwEhPJ6agedAcihkw1ItPoFG8/SOYem9dS+1dgCty981tETxw7FC6OU8uscEeQMP9UL6a6Q4P48eEGbgP02k7rAi0RuoFaNQBRd0oqQpAycS0TRzVuzCVtfURRLJEpDFslibZHhizKmzHNr5RS5N305NnznF9Od0j+KBNDbRcSePDvaihOvnzevCfW0Y5koNstxoKemmFABRuM8jj0MgwJmUUMH6JG0RLnjh5OHy7utaKNDGVhibnVRhCuuvyXwRYbpK/r47N7OzRE+klGKEKSq0fudSbJLzeXE2dLPNl+o152rcC+6fvlQmIaw2imZv6hsng0YAWrCDBGjKOYfZDgXfjHNiEmVSBdgOSDA7Yaa7ugQhMeZimBSCyV22E4LbMzcYIu6RYJ+Uvzs+S7Hk3rQCy+5Dh+OCx9EHS6kSEL0BrCyV+d+IGaW5IHdIH0Gk31Q3ymG4DuI2lMydOp3/zzGfS1QvX0tVL1wMgyHQOjw1Hnr3z58+l773+KgxjW/hDNjeX0sL8Pa5NRj8r9TNEI6+mRQEJJsux4yeizXOzM/gg4gMHQCdEBfm5BBhAb30Zf0+jeYcC2AnEw6xt8ASBNE0CKHoBHDJVAi3T4xwaPZwODY0yFoBFTOb13gL0CnDAJ/FCcIyAIhmxe7CgowQ/1ATIvKA0SeHTRd7D5hrzFxTs0m0C7VXqcU3mE8dPpVs3rwUY/bmf+TlM9inNLm3ihgpzDNha3V6GdVxNJ3mBmb42CYNLrkfGo1oh9x5BImP4ppr2p4dlBnVb0DfOVY63l1ZxNRjCx3UijfaMMk9b+JvOpONj47gjAIyr+oDqngBzzHJ0Ta471lXavbZiDkzS1vC7mJsl0Xr3KHPCOdPHNZE8QRr4JG7Srjr+ifUtUgndvp2+8JEn0+SqLhIGInWn+SV8LHsHAXG8mAD6BdgCRpOld+GWUAN8NhfX0/rMCr9l2G1eskxPI+AWvJoKZh53j6XpOeKkAaow7HD0sKYy2LpKwLqzC/wGGL/imHW3mQs+v75OFDEy9DhvJsQut1ICB00CJQA8aCNWtvehSEDmxj/s/hEP9gSYpYLQNBXLm2HCyw78sgsqA//ob3JdFsRd5/1ZwJplyHK4e+y9+TgAEIyM9Xms8ncTCKjoVawqWM938nwsZo/y3EDZrFYK9svo22UBJmyGTNZ96nQtVcHLFvf1A1BkTQwEaFJ3tI9AiVynn1EXOsr2RZ3AQfsb6/3yTA9RmGuwUF63bYKzYOTClFyAOzFpi38s325UMEfa19hBLKYH6YS5kwVrbatSC7bRTyMDXHPVFB4CVk3Um7A1OwA3Qd0gCnxocCRkWqu1Ig+eLJhM0fvf90R6/PHHMSOeD8bWqFPzGro5NrbZ/imDNRoWrBigUhPuxz72McDranr99deDTdSkK2t5+HCRe28RZtMIbftQXCvy1VnuOulQHBcBhkEzrSb+ncitCXPc3GR1CkCeSZu3totnbIOMn+22PN0GbEPBlBZpfpwDttM+O7+8Zl3WU4xREenbjlk9f/c+AY7t8F7HzTrCRIwJtZ9ACOBKzC/nneZWP5Wdsrl+/TosIcFJoyRghkVdXIZN5C+/bXSc3ZWJbWNoY3xNL+TmPW5e81Se92srBAkBwAwVL5YCLBht73fndLBo8VzMF9hgpFeUZkRv8MV8pw0WzB7z1md1KYBB7uH3NTJ2COYb9re9B3nxEgPA9XegbBptsKO8mFy7fiW9h6TgRt+LnJd4OfMFTZcKx8jVeGyTQVbKzmhmf+etTkFnsdneaDftyDLxivK2D27x2+FYdtp78jWv+73cSgkcNAmUAPCgjdgBbu/f//3fp9/+7d9OL774YvhZ/dmf/Vn60pe+9KBHv/ALv5D++I//+MF3Dz772c+mr371qw/O+Yf913/919Nf/MVfhML48pe/nH73d383lOmDm/4ZB/oLwVfEH30IA609salYzItnoIT+SP6RNwfZOgpDgLXOdxWASln/qql7d0OpqMA9tw47pTJQWS8uwjCyCRQFmyoKA0GotAB8+EAJGKzDgA2Bgc8ZZDIxeTuUl4vZN4i2XMJUbXStOfoEKhuwJAMmfzaYAtOZa5+aj85EzKpW+6EJzLYEuASUqQBtR1ZWKs+GbaM91rsK2xeKMsAx6V6CuYI6AqSa9EVmSbO4lYVShHHJym/XNCSAO3Px2V/zHdov63OzXHfXDBYgKocuTNoCFU14rv+quVagMzTcF2ZRgZ4K/OmPfDSNj58KeQuAnQOaTV3BxGXFHCfHxD5jbI86BZOaQgVhJlZWeT/99NPpCmDh5s3rUYYgTJSyJQvMpjlUsOxqLwIsAWANsNHNiinOAVPptPbk18lKFYIGwabr5lqWJmDbZb/ta42I3ewW4Hfl7meA4Hrx0mAWbe8x95+yzPPEdlim/TLYxnni/LBs+xJyhZITNNlWo1kHa8OA0WK1mAFeVq5evpBukHKl0dmTjp46C7tdADPlVI2ULcV4OrbVQH6Ae3g+AZn/2VbNusVvQwAI001KlwUSdU+RtLuzo5pOnzqZTp0cx/+SgArAVywZFw8U5uZ2ypJVc95sxQ+NecR3V3uhQKaW14vNaG/9H/EQhd2zTawzTRLnGsEi2+QuVL7NTcC+85o6TIlk2Suw5pMTt9IIibONqN9YYT4wrzQJK9MVQJ/jVOOFKbV4BvbdNYx1KRD4+mJj+hi3PEbFb+StHJ2WI3hU3m6Og3Ist1ICB1kCJQA8yKN3wNoucHn/+9+ffumXfin9NIu6v932uc99Lv3hH/7hg0sqwP3bz/7szwZ4/Ku/+qv4I/yLv/iL6Vd+5VfSn/7pn+6/7Z887mBFCv/I+4fcP+z6pql0BRj62anIp++TdFbAg2ISiHiuEwUgWFI5B9NFGT6vghYALuPHp3L2nqmpe3HsvfqcCc1UGjJ+VRPtwvQJLF3LVCUmCOwBtAiCZIY0BZv41qS3RKak+3MzAToMkghWCOavHdPrBulYdkgHQuNSG+BAFqStQTAAYFEzrApO8GDdgocAIbQlwAum7y3MvaZWqWHGcum4Du5r0hbLieCOvfMVIj+21ZOhLDlQNmzAAmIHUMyYeTtRzq4zvEuyaWXrrj+Ydbq5KkOwasikgtlSkGZflGXbrmB7IQDg2bNn4/y9yTsAv8LHS5l4r/0QZFpmrNu7BySELypolbWbx4J0/d0EjQJKWTEB3SKpdRzPRZYn03zXVSNAAZayAJTVGG8BjWssO0YBsvC33CCAxkjmHlwFqpWeYKRyfQIU77ON9jmYypgXmDi5Zr/hgKNtHju3VzHlBtjEbOrmmLjp2+YW4BA5OVe95qdj6fOaOyOdEdE92wBJz8W6uMjcNDiHaaMvWIeOHMfc20yTM8xpXiRwGsWE/RbYgRKmJgBegLHCX7NlZmzqcr5AeiJTzPh7Y1hDVrKIU/cWA/AP4wpx6NAR3B9YNm9NX0OqYG7IIjrn/U/3AsfHYimMM7KAAFI+d/L84FoFQNaiLqzJ9IkgEu7Yxd+0HZm3eCFRHs7TlfWVVG3ywuELE3KcnZmO39gQbKjnHnnkUeS6kZYJrFlavBljoY/tPCuCuPpOk9/s4sJc/J6UszIoAG+Wi3O2Bas4FOedS9btWPmb9MXFF4u8KftyKyVw0CRQAsCDNmIHuL2f//znk/sP2lSKKuy32958881gA1944YVwKvee3/u930tf+MIX0u/8zu+E4/7bPfd251RHKlNBaR3F0FCxoOz9Q35k7Ej8sb9xfSJAQgcKdwuFsYsyrPKHX4AmcFFhqPwtRwWvUlBhCggPRZ6zAlyqOII94F5ZK0GRilFgGEqW7yr3TRSWilNT8BBBJ5HbT1MwJquegb50F0Co+VFQqsm0C4apDfPWXYDNFkupNQBgmm9VVoJZQdLcnamoz+8ChzUUmO0t2o1vlCBkD8jpJ9VLm6ok3TUpsf5RsoadAAbDfl1hxBU9JG8EAypzZWCUchtAlPVEQkZt3GNQiOsFYyWOrZBVJfV1k0oGptA22CbX2BUcbDIO7sp/E0Cj8rUtAwNFQIXjlJWszyl/gbblhuyQuX3CA45rPRFsIJg3+MBAGdeNffXVVwmwkHEciDaFHxdJlDUBC/p93j3MuCS8di628JGcRuHXAcia27cYC03ZjqFc1irAu7JZgC/b4zODg5gi2Yro1rdSvdRZd9l++6x9EShuI2fHy/Oecw76XSYrjyNij3kVYIxyrcNr2+YAFAzy3XYY6d1N4uZB2L/3PPKBkKsm6q997e9IzN2fzr33AzCi5LrEPL++PsfLAWyisua5FgCyhb+eSwLSCsbWaGxeFtwZ6BYAaYfx1Of0k6zk8eOffoa2k0QboO8YuGbz6orLG7LMHi8Dzm+SCvEfE0C58pwrx7TvzTXBIBcC/AG1DEyOPnm9SsLoKuy4bF84EvB8V4cRxaTdwd/W+bmBH94ubyO7AEOfd63txbn51AGzLAAcP3M62m/0+vHRR+O3tArj7YvcImzuHQJY1pQ9NTieAVRtowO3b3MuuCtv5WF5WjD8G+D4ujlnBIblVkrgoEmgBIAHbcTe5e392te+FiyNyvvZZ59NX/nKV4LFsdvf+ta34g+vSj1vn/nMZ+KP83PPPZd+6qd+Kp/+Jz9VuAIzNxVyB2BDwOQfddeDjWOWYBN4uKsABjAZoe5CAauoY3k3zqsALcPNYxWGSjqf95ogRSZOnzvNoy7V1m39mr30AUSJmKLF7+soqG6BGPfW8IdaZu3VDszAK/8fe28WI0uW3vedyj1r39e71N1632Z6mjPiIg1NcUamDVG2aZEwJNC0QIAC+MQHGsMnE3wgX03AIF/4IoCAFssSZILUiBpypoc0RU1Pr9Pdd1+r7q19y6rKyqysKv9+X1T0tGkSMM0rYIrK6M6bmZERJ875zon6/vH/tnUqU6C0+zGJGVVstRFTxujTd0ibJ7Rn+hSvZzTv8OgQTvRL8d36vwJU+9YJgAVo04As8EEX92DqG+Dcftgx/fWsH8zIAJX8GM7xyAlSEK89RiljBGhAax8RcVlwDJxfIHmw5ugOTE1PCeXMGNH5KEijgVWtmR9gH1VClL/77WcJ05yMrIBMubcBmxXGJ4OmnG1H87fO+gXAnBGegiWBiaCCL+xjZujrIcBNhVxmvJ5XBIiaUPnzn/98AMY//g9/DDhcCWA5Sp68IwDg9jagrAUI4HxBnIDRtsvkyBO/OMb1FaJ8YZ1METQI6Haz9rD9yPPqCQqAMSHvTM4GH2THerxty2K6FpwLZeCYBSWaPm0rB7X5w4jHQE9H3wS+bvbTzUTk/n7o63T92cYTWNMP3/1Weu7q5biXXnz+BXz/xgCBgxFgQdx5RIfbnm25BmxSsCZrZ86/E655wrhjQ47xH+8CRX0Oy6y9HY4zwCI2uqm1GPIu2nE9M8PxsOK54fMKSJPxc9PM7PoRGMr0yT56H3BZfnRtZKDa++WIhvtgwI9aMKH4HRo0NNzfC2PLAxhrInJJsma2tsmfyH3nvWc1HZO3GxG8u/MwxjKKrMfIpVlgbXmPN4is/vQWDwDsKDKIo55sHTlP7ldWvitnI8R1WxBouk8ZCsS7W1cCZ00CXQB41mbsr3F/Nf9qGr506VK6c+dO+qVf+qVgDAV+KjbTdmjC+/TmH2b/GPvbn7fJvPnKt/ypXcUl2DD1RP4HfJA/6OuYClXQKlaf+A1W0P9Lhewf/CqAQmDhb/7x9932PT4/T+UfwIC+uV+l7junhUI8PD1eMOEWv6EEPd/zLA3XR+CH15Ql3GhvUvUDhhGANzY5nTaXV0ORj9YnUGb4DqqsUUyalm3TqiP6NMmS2UevX4XBUpk5VnMFOn79u8I0CfgQTA4BMk0MLSukYi0oA9oBJmCGAwmh0h274EhFbXQqAkDhcwzMi35V5pmrwRieEBns5ngEF0BKDkUABg5wbcuLebxAzXP1BxxlzOPjY6kk0EZ25ouz//p6dTDbCZ5sz/GIzDQh68upz56mWqM3VcTOyZCmfL7LzAiyfviHfzjMnzfv3ETezCmBIfdJDNzY20FOmR+hY1PBC0x72ae8nAMTbK8DGtfXqRNNf103JrjO5gdz73FWis/j7bfmZl9GPltNwwcNZab83KytawDMBoyVZn/dA0zWHGOGSXYdaAJ2LPZJXsp58/fse7ZmysjMyjEd1o55Eo8Bsz6U3Lx+g8DgVvp3JLSWVb7yzHPpb/ytv53GZwhkAdwYtGECb839MmDHuBQUGbMpgmRuTRgeib2RvfJXHjLAylyeV6ZvECbV9TUAEJOtNSH5VmOD8wGlsMF0hrYFgAAk+l1ljhETwNL7xvXJUvChgHMFiD5AOG/KKZKFAy5LPDF5WavMQAfGulY2BXbWkI+s5wHuC9YRNjembhQbXEc5+TdhmJfl5PYer+OakPn2obROAABAAElEQVSLHpgzk/U+SnWcsmHsXNd+5kEvyrnn1D/SufLhz8171LXh+tM9QZDpvZnJh8CQLgAMOXX/OVsS6ALAszVff617+1M/9VOfjM/8X5bt8o/t12EFf+RHfuST3/4yH371V381/fIv//L/6xQL3qvA1VW5UvWPu/vMNad/2PoqPncoMJXZYRFnf8xcI2MjcbzgoobiUSkIovzuKwcRucL2fBWbm2yHm8fZptfzeF8qNpV3jWS/jQZBGUTlai4WVBxh7pIlGhsaSZfmL6Vt/LgEmf6G5kPJMgbeVer6s3ntNtesYV71s8pLdkfAZX+yvgryYASJJvb8EvsFYQJcgz8EhMe0oanX/yRmBHoyOSVSvJyghDuM3bZl8QSeAp1B/P/6KX9n/3IZ+K75TlnJKu42NgOECEDU8E2CL3YJQPGlL9f0lWuhwE2Fo7kvB0KCOedH4FCtZgyu1/QluNxu7KZhqjt4Hc3nAgHNsYrdzz48CAwQPqY85g8GbXrWPIGJVCY7MQf6AfbhF2mCYiujKGP9CF998QWiae/EuDSLLy8/oR1ADA8QewB2QZwMoEEn9leQ5bidWxNZK/cMMGTz4UOD5xiII8gw35/rwZfn2UYO4I+QsWtIWbvFmuRdhtRAoFGiX0u0of9fGb9E/ejWcBcYGcBfErCzg7/jKqbLwbGp1EMaIeVYKzO/gE7Z6H36L7Ctkv7FChqC/+DvWBe6G0RQCH3SHC7DOcSD0BAAeX+X8wGYARgB4yY3P0Aesr32VWY6A4FE7fK7aWrsu+Ze74iIXHZ2AIGyeGXmiJP4DTDMHFW5nGugwMtScJZVrMD+6nJwDCPcoAziHtcfxd3CQBmTVfuQUCiux8PSIA8S4z0TaX8xA3D+try6HoB50LyedMQUP27em94jdDnkXwStCk0rrGvnwjXlw6Pz43pwfbvu8i2/x/Pv3feuBM6CBLyju1tXAt+TErh8+XKk0bh9+3b0T99AHbA/vQlmZFv+Ir/Br3zlK6FoVba+9IlyUwnJDAkUfJoXxPlu9K/Jf3WWN0hDpSoDJMAydYTHCSZUCioBWUEVuAxkrrzdL2ALc6bAjj56vIpdBehvAgDBgX5gKuQMlFl7NWMcbEPw4fW2GZ+BCDs4rWvm0jHd3wSpMmgyZLar2QzNG8BUxaxvl2PMWc9QcChJy745lg7Mjykx2qSY0fQ7DrgdIt2JgRxGvxpcomn5UPOrrCUgRBCICofl0X+KSFeOU2v6XeBkOpkwcaOkqyhrwcQJyrtOH3tp1+M0N3fIDdcGfPr7CMzfxXNz6Zkrl9OzV6+gYMmlSKLhXPGuri6H7ELugFT3+9K+3ALENBiLlTRU0oKiALwoar87jwdcS/DlGpmfn4951ozn/DgHOVh0/jwugBegw/OV0/qKfl/fSvfu3o31sUmOQufM1/2HDwI4Ckzt0wGs6BaBBvn8HpID0nbtu0ElzrP983jXrfPtXLr2nHPPE0z42d/sn3Mr2BDAuPm7fSvhf1dCrq4n99mODxGuFd0HNOEK7v3exne0yjXNR6iJ3mowrj0fPP7g9/99eouayu+983Z6m3E2+W1x4WGse/vuZunDALSwd7b1ePFRVI/p5YFFHzp9OW3LcRkJLnNuv90naPT9BBa7RKBPDV/DKmCwwqvK51qRhwhNriSnLLE+j1o8lMBgwhPiDkH9Y45zvJaP8x42sMMxG5Ft5PouOf1krZWB90sLlwnfGwbsAOOexQT++PFS2mBevBeUq2Px/mm3slRQytl58To+APk9Sjfy7lzYtg8P5pJ08773mPzlud2tK4GzJoEuA3jWZuw/o/4uLCyEcp6hxJebOd38o60T9uuvvx77jHb0j68+Xn/epmL19We3FqBmfGoiDZAqwjabKN5BFJcKTOVgm5ZHk8UYxZxoYIagytxigoxLly4FayCIEPxdOHceQJFFs+YKQwW7AcAUKKjAW5if9EnaQZHLLhzQBwGajuUCUtO/FLm+yak3YG0M2PCYH/zM69HGIyo6LBzfR7kepmEUUId0LEf4zw1NUCMYxVShDnFpZzONTYynyjaueyitmdnpT4CDOek8TpAxCDvUQbG1MYWOkvS3f4DarWC5DmCwRXUHgUIvgE6QZbLeFkqYTke/BYHsRq3r5SUclBkk1yD9r3FOFdauA+gzcELFqSxNDwI1E+eoNCPaGLOc+NGcfqbP2ds1GTOBEctLES2sP6NsiyZEtz5YuQqBL85ZHxUhPFmQYWQyTWJizMzDKvEyCYm9jv1wzA8ePEh3AXDKoBcm6R3AzvXr1yOxsMxovdYPezcZyn6JpNiCpEFM4vbfXI+eJ+DdIvGw0Z+mnrFdEyVr5nWNuc9rBmgKZjOLDrfOrWvK/UYH22e/+0K4MTY5N6/ly62AL6MgJoCewT6c42b7/BPvpkNxRkwB4wLa96GjUE/TAJXlvQZuAfhncp6RwiZJFriZztn8eg2ieE0Y7rb44G66dx0wDhjTV/Qb3/h6qrMmfuhHv0xJvUv0k+sQANIieOSYcS09uMU8reGXh6mV4w5cT8xTDwnKBWJujrPA/ETdbMa4DBA/6azF/VWE7YzIX1jBcoUUOHzXGO1DRgX/yuEBAq0wLa8RRb++/DitMV7BsutIOfs+MJBFkx/COG6ub7J2qG5yYT4eaixzZ6Lnaf5uOG/95b70U//wH6U3/+iPUqlO6hf6ZSqbWY7XjxNcDgXoSpYFVJTMC5LSPNzjuvXbqcydB8G8c5fPib/HXPqhu3UlcIYk0AWAZ2iyznpXZTByNs+xmKDW6EyfrH1pqjWvn0yNPoC/+Iu/mK5evRq5AD3+eSpB6Cf4sz/7s+k3f/M3Qzn+/M//fNJ0LKPzl9kiwAAFqoKtwmL4R11wp1nMgBCjRbfRrJZmU0PIArZRWO1GZgryfM2emvxyBsk2fKksZDwEfSqrnAE87oHRQaFYx7cNe2HlBWvtCgbRILyLB2CxUF67sBQmMFYhX6Oqg7JrrKzDemB2lUVSIaHISkTV9h8PR4qYQxTWPmzXFH2QDARthsKF24g+aKKU4WoBBOyXfTQCtlwA4Pbyp4B2D2FgBCWCnRMake/LN+BmKPZMGWrO8xcvlLFUmp81BycS9J4AGAQ8XiffArzw5dMASMUpWHBzf65gNb9WAGayWlHujd+Vp/VhA2wxd4KlNmMsHOHjiSyM5TSfnXPaKRuAQS44KpsIQmR9ZPbe//B9WOAHyXq/9i97ODiOxNr27wD2SQBva86lbCh2ZCJrs5xysnheN5hFKnhYnm/AOQDs25bzJKvknNu+fabZ07Fpgo+hfjLWHucdGXltZeE1Pc9yacrCzzEe2vN3x2QNXdtn4JhnHTrAmvM812oj5+fm0g++8ZmIGN+VEYO9mzs3Gw8xrf2sb+Fi4PiQ8Q/+wA+QPgjmkNySTarALMiyE5TjmnfTvK7pX59RH5C211cBXcvpGNZ4ZBBfRQC/gSRZFRiMt/RdnzwjqzMXC5Yin00vZACG+1z7mn6LFf1HTWtDkBLssRVNOsyVrO7Nuw/SErWbHb8BHea57COnofI3yEPf0QZ+ospiG0A3wgNa2XrJ3GPZvm1mEXcKTP88D6RXPvt9yYdK18LchWq0YyCIjHQYq5G3gNk5cs4ggWNenAfn59PzlMklA+t/9rPfu1tXAmdBAl0AeBZm6a9JH996661wxs+H8wu/8Avx8ad/+qfTb/zGb0SaDhNBy8gJ6L70pS+lX/mVXzlV0tlZv/3bv50EffoEqhAFjL/+67+eN/n/+X0NRkJgoHLRjOYfeK/rH3uBgv5iFZzEV59kufwG8RUyCvgAsCFAkP3pRUmen5sNpez5bjkAVMmYbiRXHCpONUsRpeu+JkBNpVpEoQuRZAk1Y6rQBX8bW5uhQDk69ewDJnHer6HoDwCP9lkQaV/oJH5MKGreMe5Rcitjvgp62QsWOU85mb6kCDjr49hNWCxzCR7il3fQxNBGAEE6hj2DbdQkfEwbEd2pkkYL6p+lf5W54Yzc1OnfzXZzpajnVr5P4FjofJch8RiVti83EyQrZ7dMbhkjJtjxldc2VpYeZ3CClKMyDIYWUOy1D2DJnAsmMtvPPk2D1iEuEYygSdbjixxvWx6bz69guAh7apWIA1jPnS1M7YB9zeEyUTXWRphSATmDmKg31tZjXViVZRM2StDfCxixXfsiAPTzzvZujCnrN76R+I0KtD1GkON489/cVyM1jGBFkKac/M1XLtdbt25RbxcfSYDlhQsXkmx4L0yosqz2My7elQ9LI6C60dOuy48//AgCKzMn93CN0elzaRQ2W7/QftfA2nYAIWnfJqb+IiBI06f1ew0EaupnR5/ClYC2Szw4+FQRya0p1Tc7NRr5HkcpzWZ0tvWIy+T82eOBwhyUmvBrsHvOQZv1K+NWONliXKx15w3XCqt9DI5OELAj3jQxu6A5W2dGLL/2+vel4vdlfrmadTVrC4Dtk/2IZOOY2L1v2syHczKET6QPVT5oNSnNeEjQ0QRtmcJGNnDufDke9OJ+BOY3mo+Zk1iK8Y9zIgj00UeAqlTze9h3Xx6T78vPdL66W1cCZ00CXQB41mbsDPf3i1/8Yvzh/IuG8NWvfvUv+umT/TKFf9mkz5+c/KkPKtkAB5jvZPP2AGD+UXe/W/iyDWRBDgc46p+Q+kJlpgLS7KtCzsqZtULxq8RVAh7j5u/j41kS2Rz4aHryfFm9BuzeGI7oKhPBzc5uI60D+gSIOrnLaNkHgeER19fnaMjAAhRSGwDo+ScUGqmizAWs0B6pBairnWQ1T2WwZC7N7SYLJWj0ZSCLYwwfLYCv11exyvgZ+GHajWCgAATttkqQZk41pKIxT1sPwIksL6kIlRNKUU8rnObjM+fZvmN1XDIw1n7VlB7v+JDl+zWHF4/1jQyR0V18sJBjUQDKy/4q14yfyUC6cybQ4vIhb6NgGWJczzHYBzfP04Qqe2VaF82/3/jGN6ijW4mHiyagYWV1ifOMym1B8o0DADeJms0UvNeW5dvZknXK/O+8NiKKOTGXoWPU/CtrrJn8hHnzvBwU2pV8TYVMTtdWfI6Qg8w3LsAx8smPdU56lDPHu97LFVgqPscawGUgB4CdniwPIALNWMBTOTp2j3eu9PNsUa/4AFkIgPdgwjqYcTWDm2uyQtDFk4VF5sd+I0eAm8AXqMyXDJDSWKyJdltARek+gkUMSAqTP2bgRB7EfWQok+dDQg/zKFvssc65LOnchYuA3ZnI72can6MIsuBYWLyEiVkz7MHpfB/Slybse7liWqIsmEbzvhHF5hs0Lp0nER6CYCwBkpqBNQlvAeCLAFyvZwS2cpCJXFiiVvE5/GnJiek92UffBYuy98raVw7g9JPVBGwwkH8J3K8sfXeePv3d8/Lt05/zfd33rgS+1yXQBYDf6zPU7d9/EgnIzGiy0wSkf5E+gOYeDBMejI2sTVQzQIv72dQpJoMWHMnCWIfVIAtBgpuKQQVumyoD23FfrjhURu4v12GxAImCE0ufCYxUMIIczxG+qDgFbWMwFg8xWfWo4Eh7MTY4HGxlBxSygzJeJQqyQPLmmdIMNXVR7PSvj+N08FeRacLymvoZyljKSga443p5f2TAMjNo5uRvnd4aIODgmGANIwhshzYYNmhGhQ0rh/LuKcLiAKxM0XEC+IlxkoYkB2D5dTg7znN/BnAEXBmwzuoCZwERXsNNZY6m/UTZhgyRioDCPufgKo4HgNmGFmTb9lj3C8J9KUN9BYUj+hJ67je/+U3G0gMgmAsgaBqY3V240yPK6xHAEdgb+VgZRiZT0GHbBrj0YU7O/fJkiI1AFaAPeQ2urXwNMnA+lam+f/Y52zKAHJ8BYI7Ido0oVlbOl5vn+t1awL4L+kqwXW6OyfYEcr73DmUBMQLA/HejdmXIttZJycICiDQxtk67roMKTFgBRnB32wThMMjIeomI5gKgS7nEOhJgA6R8WPFleT37whABlVR4IR/i1vEBssI0Oz2ZAVIqjZiPsGyya9ZKm4cD/Vd1dRgmMvzKtasA7sVgSjX1ImDKKiIz2M0NAjkauwdE2I+B68ynCbgG/Fl6sMP8ul56MUcLwAqAzJpzzrUs3dfXy4MR4/Le2cW1IXtAsLqIYM3ji2kbQDsOm6m89zDPT+JiYgqZBQJDsLXH+lR+yij+Y94NqJLpjjHTj1iHfLENN989Pt8+/Tnf133vSuB7XQLZX47v9V52+9eVwFOWQAeQpfJWmapgVBxz+E4JGvxjr4LNwUQwTvzB9zg3TUmygJ4je/hpZeA+zxM0ut+XistzVRKZgsJcK8BU0cqSoUcCMHCMOQBNeqzi0s9JxdukXJgm2ajKAXDVj892ZAr1+dvTp4/r2KbXy02dwLRIv6F50v3mhHOzH363bU2GKjvBgGN2v+O3zx7nWDzOl/31Ff55gJFc6YELPjkvV5QFFLwvj8mPy6+dAeoM5PmbYxHc6JDvll9TnzKv6zH2SzbJ32R3Pt0f++Qxph9x/ty8Rg6UPMf25+fnIym0YFBzv8E7jtnfPNZreGwuA1lUf98jKMZ26/jeCfgFgbJH9tvNtWAfBICakZ3rrJ+fAn0c92flkI8rv57nuSY1Y/vK047kzJ9gLJeH7/ZNcJufb3v8H2PPz9HXz356vO/2y+vIGruOXHc++Lim/ewYGjCh9sP2PN53z1dOrqUGgO3Ordvp1q0bcdw4aWjGYNYi6AdXAY+1LWWmXPT3U2YDJpCmhrKx5AIx80hyl2H+HUiDw+Ts40Hi0IcMAG8ZtruKKVuweqjrAcd1AIwyri1MyM39VoC+WPs8MwjYHfPgUBaIlc+jstnm/lkE7Om+cO/eAx729L89Sb/zO78TY8vkxlgzbBdz6j/CO8/PX65tP7vl7/Gl+09XAmdUAl0G8IxOXLfbfzUJjFGNokU6jzogahBT1x7JnidgPfYAWCotnJQir9kw0bIHOMfvH2SMXHGLyiArj9MkkYqo+vQYZs2o28MCwSEEEPRTfaN1DxWH/+AWCXMnZ86nx7B4h5hTT472cdXD74nyZqvrW2mPgqcD/SPpyrOvBSBpUVproD6Y5ohOfnD/Ztq510qz2Fp7+oh03F+D/YPBIEBkDMajH9bp1t176XCtldb2VlDmRPViDqv0kDewk/k2Nk9gp2A+zM/2EMajdxRzK4pZE9gSPm39BGusE0Jb2TtMY/httUi5ccJYe2D2qrBUPfQlWBdTmRAFHGAjmB2AMACrgl+W6XF0ujdxcq9ADGBtPV3NoZYRo4GIpj7RhxHZ7lGyTsbK4IcerqGJVtZPBvQE9kfFWkiwaxaDJVddCZBg0t8Kzv2ggbROCpA9+qD/naZkzbAmVlbhO2/l41FYSphYwI4pauowpB3YLWKF6VMzLS3cT2v4QOoDaELivU0eAji/fZD5rRVgwQowoCX82VqY2WUFK6U+Iq2vpBt3F+i7MimTkmQNkyZj6Kukcczwx1zD0mizc5OAnHpaA0T1EGBxACvqeE3OfQjIFGT0yT4DbpXPLkxavoFJgnUM5EFaFFmyorZ2+n6MP1+FPpWI/C4cw0SL9A6qrK/xiC7XJ67cAygnClh/NyN2NZ8eIW/np4Z8OrCT1VItckxuEy3eBMgN4dN4ALAcnpxKy5jJD8rICoBdqvYB0wg2IYdhvR8W8NBE5NTEPiBA5LiU/vTtj6g1PZB+9Mdf4RxqVTO+xvZj1pemeh5wGOvAEPcR/W2bxoV56C8Q5EE/dnjI0UW1l7rQh/Rhl+hvk1rre4p7YTrge6UzyThJkwQjbcqgIj6dq6xZI3wFx/pGCsL1FdY/UbNzkWihepmUQrOX04cffkipRHwBLRdXl5313Ay4Nw92iI4fT//gp/+HMAXrC3oCmG4xH7KGPpRFJRTWYi8MoeBVxrGPebVKjw8LgmkBoWtQwOsDW3frSuCsSaALAM/ajHX7+1QkYN6yifEBIm0zBlC2IUxeKH/NV0az+kdeM1CH75BkKDWCNPyjz6uKwhrmD//a5lYwazKB09MwFig4mRKPC0UBwyaokXXxHAFVgBz1OpuMi2lZaDRYE1kMmRnZE9sxh55t6iRl/+IzR9s3GQq/ywTJ2MQ+QI8mUb9b2xetGMDIc1W+smzBZp0yZXEN+ufxVnAoc4wm6mMCRDTB2bd9QKE+bgZThLITJPGbfooGm3g993t9I6prjLOD4jUnnb5sHqupWBkoF48zACZnXnx387eoK3z6PXbyjzJzjD2AIit+KD9fwD+uC+jj3WsIAH2XoTSBdASPcL7ty0i5aS60v0YeazY8hFE6pG+VEvtp84iggQLX6gB6D2BWA7whD9uwbcejzGIe5bIYt9+N2FaGJ7C3lVNzo+X8TGXTBHxrmhV8OY+5aV43BA6NLRvjd/3M8jFmv2ZjcJ8yyvsyNDIcwMN0RQOY8gW1ERlMP3tJSWTC7B3mTrMpyDH84w7YZ2Ubo4WVl9c9IJp5ZW01Xq7HCkmVq4BHTc+uxQprh+kEopM42bECKvsJRBmlZnY/8gyfPur2Kh/bs3yh8s/mI5Ob8j864GGBa7oWBU4G+yi/mH/kojuE8+s4vA/+rze/mZYoa/eQFD67LUAjbZsHVEDmGv6Jn/iJNHv+XDw8uRZL3NM+SMioCyjdGoBeLhpz6/pzfDKrtm8bcc8wt8pV+bplc5FFS5vs3c1++rLvnuPYnO9YTPzu+d2tK4GzJoEuADxrM9bt71ORgOXANPkKLOr4d+1gJjIaUoXXAsxZucBIRmv2Gh0rJhHQWR7NKNE8slSlYhSkfntDMGua1lSSbZSqx1dRlKEYAZKyNkb4qmAsfaWZcofEzpq0TEVhyhHNiVZkUGEGgEHptGjr+IjEvSpbdNQx7E61D9hDe17LPghmTOIMfQHYQvER5CAYw6hLnjhAC+01uZ4lufJUKo7dvpjsWg5OYKKSE6So0KzwEJGWtO8Y/M13EwzrY6UyBMNENKemQSNkVcIq42ohq4XsOAJoACAFk/ZZeRsw4G/xwkdMwK2J1z6pYB1X/ru5/2w3SxeSmV1V1sLGHAwFiIiVYSBOFdxrfzmG65kmxXnxHJW+QSEykVYgcfy6+48MkAQcpklTuvWBW5QY09xo9LdRwAFeOVbxKIM2bF8PzFb/QJYqxbl08xrO+74Rtc4z8h/EdxPoyNrRjCm4ZL4DdGaVXpS14z7huvYnbycHJLHjtG1/d0zKdGxygvQ9sFxE0w4ABl0feB6ma88/m25++F7481X6+klp1J96AVV9mGnrRcEc0PmgQYvMJf2anJmOQBZZVcFiBCsBKLN1C3BnfWs+db6tbTw2NZPSjTthwl3f2AJsDgEwTYUzEC4J9g0pgvEy073jc+0c4jNYPO2/clZOudwcY6wTfjdASZ/V73znOxGgolndqCPH7ZowMMa+uZ588PJdQOc9oCnbNt95552YcysJHenbSLteT5l6HdeY43Gduc/27Gf+7j7npMCDoce42YbH2B/Pty8CWY91f3frSuCsSaALAM/ajHX7+1QkYLm3fSJv/UNulKfJlY1q7AM0raxYG1VTJIoyQIklttD8Aj2O0+9OADiAwp2fn0fxAtpQBo9gK8wNmCsRFZHHsSPAQAnTnPs8ViWk4sr9vDrs12RZ5KUyUdl1YNdMoGxUZgcz6RCKz/PcVF6CGkvHNZskAdZMhSKKvpWI+hXEcW5bxonUHj30awfTWZVjPE7AFcCR+ql1rjkceQBhQgBqHVkxWKt9gJJKL1d2Rijbnv2zjWF8xwSZmmctfValT24Gh9SR3RGMIgOJvuq/5fWMMlahCgg0vfnumGqAwJAb53sdr6lZU1l9GgAWOF7ZRB/ASvr9GT3spjm5VsV/sih4yQCF/o0m8xUg2JZ9EPz5bjuagVHh0acWJnxazOYcEIJY0gBpTkz/swnTa568KkDHtg8AeALAwaEsSlVwYXsxhtMxV1lXmgZDfsi/tZ2xhJo2vapzpquAY8lfytWXbeVb1s9szIKS/PtHtzBz4gpwBOX1hGopbpOuRR4i/tE//sdhot4mofgmjFepF9cEVrTrAxibXjo/H2PzujOzc5EaxUhe+7SP+0MFMGiEbf/oODV1x8OPTzm7fle38E9kvAPjU6kG6BvCf2+Xcww4yU2iLLiYdwG3yaHXOGeAwA5TDpngXMbUlEYyvtapFsgK4Pzsuh4eGaQvlNjDVK2/7vylywHeNfk+++yzweTpu6gslInryIcrH26M/F0jytcE1RcuXqTt/rjXnCPH63V80PNc16JrPF8Pn5a9v8vyOaf5/aqM/e75zqsA3zbd1926EjhrEugCwLM2Y93+PhUJWBXh9s3rWRk11TF/7CepIyujYDF6WT/LlllEfm8PoII+jpJXABUVl3/0BW2yHIIawdzWRpYcWoWkUjFXn8f5XkCxmr5DE6JgRN8yj9FU1g94WkXZHeCH5r5Iv8IobadC1LBsYhlWq4wPXG+V8nQwdYJTS27J1mjWVVGZQiWSR6uLAB6ms+jQ8bZsEz56zZ2tdEI/TUMTrAZg7lDWq0OQCOGfHcu+HQJkYGpkfHKwkYExlB3AxPyBgrBefCNNzluVvUNpW8HE6ykHGuQ4wAJAUAbxABlZRk5fvXov7Bzn+3JzvLm8bMNkwScAQMcUYApQ1+kBWMDIIhFmCoDcluWUhc1YUNvRpKv/Vtt54/rOZw4WBYCCirm58/yWIuq7WsnYLPtrPV/98aKKBcymIMCtl5Qxg5hwnaNdfA/1sSzoGxk0rKZvmFiAnWlHBFbKXwbWVCUzsHOz5+bIcTeSPvroelSZWWloUmZq7Dfz47pI+9n1XCcCWN/dov+ACr8rB/uknHKA4nuRftkHU6kQb4ysAVewq1PMy3vkARwazIBwU9YRE+1JhbnGDF2gz9/69tuYWgcjAOS/+/s/iXxY1wAkQfISpe8MnJiA6XuyvBLyKgKUxscnw4Q+OXsOfPcuQJ8gJB4UxhlvkTUW99AEbCJMpg82VmGRXe5gVres4Mr6EkFOWaDMJsC0xe/DoyOR39AHmiGAa7b+2wHSBHpW/7kEiNsgWltW0OTx//4P/yBYuDfeeCN8AJWLcpIlts2LHP9f/OjfjvEYJLILGy4QNQWSx2kC3yisxz0kc+10GtFPx2E7keTpZ78PIiM37y8j//Ut/OCjD4OpN4o/B4BhDo4ju/90JXB2JNAFgGdnrro9fYoS6MfE1SCgwsoEPs2XAATbBIWInXRGlxEQCArWdDoX1Bi0IGOkElGxbXGMKSZkGlROsmOah2QLjHyULZHhMB2GylFApKmYnwIAGWTQi1IKkygg0vJrAhF/l/Vqcn2T5e6tbkdpNMGKvmR7gA2vI+kg6zGOM/zR0XAozT2Appt92Of6NZQqMJTAj6FUWl8L4CH4UtHHmOiX5uemaTzIN1hknDWYOUFfhcANgUYAMQEIbKiAsx9QZDm2CcrMnXC+pluZH8GPZcmIVSAfYQZg7bNl3gSA9kkfPNuzckWZsZcIHlCJai4tMzbHawRozhIqa0EBaCLajzQhp0CpzLWz475rFjaQ5AhwGAEUmDvdYgy0/dJLL0XgwJ27904BVgb8bX+/uQNgoFatuBRfQ9k/QVEVP8omTLEVU3q0kSMrwW0NYC5MrAGM3Byn4xNcmzfRfutv5iR5fV/2VbnL/rkF+CUiNd/yiih+z8+xHdeO3z3el/Jz8y38UmGWi0TLCprNb+f8WV7NKNtI7cIVj2B8A6ADBvdhQM+x3iMFy+b9dP8+S4F5d70K5r0fBE4+aOyzzgcGM+bUdEk+/PzNH/lS+vKP/zexTpuAxoeLi7Ge5/DHs+SeUdaWyxuTIcadQXPs//br/ysPOsMBypxv16APEQIw14TnWJ0lzMw87HjfmeC58aARpRKrgFnlazoZTcCuf104lGkOvmT2BNW3795Jv/tvfy8CRfQZ/K/+yx9L1hU/f/58yFFw6v0tKNTf0GsqXzfl7WdBpS8ZUa9rfz3edoZJNm0aoADmTKXzk/chGun+05XAGZFAFwCekYnqdvPpSqCKom6b9Jc/4DPTU+nZ554nOnQLM+5CmH8FgUayXoDF2SbfngXnVd59MAK5YlBBTc3MhbJDa2BixawFIKwDkII143jrruqfpaLpEMlp/rHNNXwMBXj4oF27ejVA3SZAowEr0oF1LGHWC+BJNKRM3BZszLkLKGzy1Rntu48P2R6m24mJMRTh3bjWtWvX0o3btwIAbC49iXJ6OyjsDsBHhaayLFtqS2WlGRBwIJgRRZgepjQAkyfbhZhPUKImSu6jz0boOpYBxqGpVwBYIydbH35xHc6VZYNbAlyA0QCChSasFSDFIJCBEVKDcGwDc7uMq/VoHaNmUc3mfZV+AhMwgQKITMth0MIJ7QmcBCMGaLjPqOJaMFcm0iYfHOMp0JaKuQLwySq5ZH5eVegcS5ZpGs5ZRpnHKqDih37wb1J68D0SaXei1KBgSUDVQ0m1/b1tZE+UNoDCSOBeANPUxAgAr5Cu37kNuyfYM0WQATMNauBiFgWIygbqb2kS4hoPFZr826QoaQGmVzsrjJccdxvbaZU0JC8++3w6xkft8cJiRJP2A4CanczE6LyAPTJQCPDIwN4p+GVOBCbxUHIKAP1eQw7HgkOidi0hWIUhPsLUPkhaFUmsE9jaEqBQENjBz5QWAGT4ifKY40ONwKvKA5DuAJpbjZiWnQwTPOOKUm70RXC7x7ouFLbT0ZOjtDE0SvtZrWL74X3hGlvnPjFoanW5k+7fvRvHmIbGufyZn/kZ1nsWBOR1c+AmCDRYxvrLpjkSUDtvs7Brf+fvfDnOtXzbInWBZSjfe++9dPPmzfhjYJsvv/zyJ+BLMBmJsxmDYC/3+/T6pu8RsIWPLf11s90AnABAQa+fXes5APQYv+dg0P3z8/PBegsG/e79YLvOX3frSuCsSaALAM/ajHX7+1QkoDK15vAuitqn96997WvphZdeiT/q/kFXsclITM/Mxh93FbIsRe/QQOSPsxPPXL1GjdULaQNQ88brn0s3bt6OFCOyEz0oXtmIfYCPgNBjxshRZvJaFaC1Sw8ADvpoGWhgFKcgUwd4c9T1A7ZkH4a4Xll2EhA4d34Ycy6pQ2A60JLBOqqcNV06hpxFGcYnS3OiSZBbjENFuKnfEyZowZjHHgMIQGlpgHJ1jlf/rWOAZRWFVge0DdJHg0f6hyucT241FKSmTk2XekcaXCJQOOaYMu8yX7Kd+n5Zz7UUudqoQ4vytX3Bmn6WNUyUgtsSTJ+bcj7heDfNd8f0s9o7AgOXRYsK/jxXBZsrWaNnBQmmK1EJ53kBbUPgJrvosY5TUCD4czuk/ddffz298+676aOPP2RMtQA3+5hmPQS4lV56+UVAkuZvkg8z5o8/vk4fs9Q2ZQIkdvBl85pNUuDUMRHbN5kxwYNryqjfgYHMr6yvNhAmVnPWuX5MXSKg0LQoAHKf47ePnm+0sHPuJugwkbRATVAjyBKwyqw5Nl0VhvuNdsYnkTHXAXZN1vKF2XNpgweAOubhsqZh1scJYHmAObW6RxOgV8WNoJdrCqjKBDrFGgK4WWfX6wb9SR8cl352wXoythJ9MPpXAL+7QzATff+u2ZY8kkROE90SUbcmzia7ZcjE/roei7oKsFdzudd228ZtYgf/Sjfld+Ojj+P+uHf7Thqfmoy1brDL7MXzIesvfvGLMf5MPrDw3CuurxzsubZk+PQVFPh57SJd8hqa8MsAuD5AuNcyEOf2jZthgrbMnveVaY1kaH2Qs12v41x5vPMlgIyoZz77u/Pnq8Pv3a0rgbMmgS4APGsz1u3vU5HANvnHZK/c9G1TqatUZdief/HFABUfooxu374Ne7CZLl66EExVABaOVVHLVMk0qBwEi1YKqaB03be0shaA6BHF7GWoNP1qlhMgWOJNc5/RoJZhK6FIQkkCGA8IROgj75xKGL0FiMxYui2UUx3wJsME7xAsm8yZ56nwBAL2TTOgbJwgrQWDdgxAqaB8OzBN2yjLQ3zyrBVripf9HcMC5IPEkwRd1ImypP06fn01AFoFYCpgEXyYVkPQZbtGhZp3zXxzppbRP0/Qx0joNkeocY0CpU0BnH6S8JAxHtmoUL6cp/RVojQcpt8iAEv/tAB3nON4vLasnylDjAL2+FDqtO21ZVJV0L5ChgRqyMTlm0pbwIKkAhBdvYoJcSyL1tbkK4NXrg0jiwYVXibTM89dCfPuKkEV66trAAyiTE1QfIR5vAh4BcTX8GPsdFoAt9E0MT2RNu8sxHzpI+rYAgczf9Jwlokz9ckhrxYmfvvjnFcASPa5fGywS+bLmDNpgiPBi+DDvHc+UDQAXL67z7Xqa/sJpmzaAk5SRWM6zV+6ll68dDV9/GgxDRPVXMf8KqzNZSq7V6PsWhlwWGgdp0mA0Mr6KrJP4Q/omsbwySzqqwnIxjy9tbURvqf93Bf2s4kv3t4OKY4ASOZ+NHJ6D6baOZsan+CeaLDGMl/HfB6dF++VGm24+V3mzFnJ51P+rA4IVj6CYd/tjyDednYBtb4LuD0nl0E0yD+2L/gTxHn+5z73ufTaa69Fn01VJAMoWPQ821TGtqPMFzFh+1mzroBXOSt/ffxkw908L7/3TWGUb46lu3UlcFYl0AWAZ3Xmuv3+K0kAbBHKVHMmf9sBazATgqPeIqahx+nxk6VQCrPnMCUNLIf/j8pdhSwzlJuSdmFoTBIrc6CSUAnNzM0S9biNYjxIy6srRFnOBoO2skbKFxz1R/Cp0oQUil/AhD6pyKxxvkrPNlRiZcBQgCXed3BcrwJSBCACB83PnqgPnVsVJgcYFGySvniOaZdz+lCarTLmVNgPQURZ8ybm22Outw9wzBQbSh+QWi3XI62J7KPXqA9Qeg6Faz9l+OBSMpZPMAsoamNq1RRbBFTI2AHZos+aSTv60XEOkQdiWRhGgkB4GTDTJoJW8E22wZCxjneyKr4Ejco3U/YZGHR8Ah/N0RXYP33Z9MW0DZWySth+WhZOU6af/d2xyTzZV6uKCIZk014E4NuHj2EBv/XWn2LO7qdv+lvChALsaoylj/Qum5vmqiumMdiyxhY+cZg9h4fGom+PF0mDAljX7CnoCL82xmt/ZPJ8P2ZNCM4F1362nyFvIJsg3e+O0zl2fB7nd4/xuyDIeXA8+Tz43f22PzdjEAKJlRuY9PEz9dGgRMM3CVJoNmCRMemeFFmXTEAZFrhD+7KAJR4A6jxk/L3/9u9hap1O733nHQAkPqSktpkhJYz9MRp9aKCPJM/IjSjjmErBEMzoBECPQtbUFybvISUDh3ioUZ4ry4uxbj1fYNXDA4L9dP0MYzY2ythNV0rH4BpVBjmEinlk/IIxzwuwy48y6dmcZg8F2bmczKa8PF6mVFCXgznvL3+zjRrjFtDlcrPtXKZ+1k/QeQr/Se67PNegx8gEZ+sok7mfo8/02y3rRTaO2NH9pyuBMySBLgA8Q5PV7epTlIAgAjAiOjEZtApkQL8uagMXYeoEYNOzcwH0rApQhGnqo+D84tJimI716VMRfPzxx9GpAG2cq2nNc32tAQ7KRCaqAPWZe7h6N471PIM5NK3JyHUw8eosjyUv6riWcUzM2zCYpAxINdhEkGHgRD9gZpvyZHAhEURyiPJXuZXQ0v0cq59hicoJ+7BWBp4UGJ8g1X7UOcbybwI0I1jN6adSK6Ow+0h5MgAYEoCFgtRHDyVqtG2ugNHMRAnj48cL1ATWlIXMQALhu4iTwAxAQ6eIb5tAVCWMdUxFq9+YbKumNwMqckWqn6P9J6tKdpxjge3zmpwWyts5cHNuCuyzz7KovrtZo9bjZQQ9R9bRiGvBcPQvjjI4upheeOG5tL7xJN25ex3wALsHO/oP/8d/gG+gFR4IsjmgZjIW6hLVUQSFBYIqhjGVdw570vjkeMz/zOwossIsDvD+8Pq9GItrQOBTKmL6hg12zLuAdhlMQYqgxDHbZ38zOMjre6z7a5ie3e9LuWvWFPA5H45DGdm+v9teH+2UqdgxOGT0s2wo65aodX+vw9j29ULt6ctn4heAv8vd/I1wuLgPrOJvVyWFy0D6N//nv8aXlQomrI0LMN1G2u4Das2pNzs1F355JwBp1/wLz72YFteW4loGSclT6+vZj/nYcdivA5hQg5sOOSeiwAFmVgVRVm4xZ86bjoqOl8+CwjbAMR4C6LMpgszHSHOAsHaYp0+n8BMg53dzPIYsWPeOn1OjfWY9QLfXb7ZIf4TclGW+5uyD4NDvE4zTbcMAGu5bmchYP7E3ay+fF3d9uo38++mh3beuBM6UBLoA8ExNV7ezT0sCbcCLfnqyRi2iRmX/VGC7AK2RsXGAHCkzUG8eM3/5EmbDifCJkkFS4WgmEkjp06diUXGotOUFNDWp7NEiMGqYpWDrjlHAfTi8R9oQju8AklRCYe7DHKjJ1fP9ngMA25Xp0wdQn7sCCjtKosGdhUn5OFN+qypzTK29mGxVTkYS1/sxz8E2HmBmRucHMIiIR8DjMYhMRsroY0GFm6ZpHfL1E3S/YzyB2ZNlK6hYHRsgrKzi1sYJq1ag9JbnRwoWlL1bESCmybUNo9hGuR8R+KKizV/0JhS17dtXx+pvgoDjIkgREGeePtmw6IPXs13aNMGz57hfWUXfbAdm0u8CQE34JnCWwRIQ6B/oOUxGmNetADM9PckxLfw3p9Iv/s+/ILbi88X0aOFBun//TtqGPTMwogHINup1r0nEaI0UJRBgBtAI3ATjzoGpc5wnr618BW19vaS+YR6dX9kwmUt/t2rJpzd/N/mz43FTFvl8ZA8AGYslABTgyg5n52QBLkb5HjHuoj59muiReTC5gMCGKYkiZyE95bK1CtU9MF1XlQV9GeqfIMjmANlXAYMr6ZlnrqSZc9Mx7rGRobTX0B+VsTc20yolDfX5u4D/4ecwq/7+v/jd8KmbxmRqoImgy/viuWefjXHYr+HhkchRqJ8tiwe/PwJJqObhbDkfmlF1fXCevGvclwNkXQw4CRcGot4Zn7LWdzVfM3ER/lEW+b6QtbLgpWuApnf3mfh8gL7E78xFDradD8/1u3OmjGVyPd9145pU3hX657n569PX/vM+5/u6710JnAUJ/D//Ip2FHnf72JXAU5CAPkhVWAMZuzqgR9ZMRtAEypqC9lFisxeGyOWGjx/71nCIX6EW6fz5yVDqMoZ1AEmDyF/NwaF4UGL6Ih2T3kUlokLTdGrt2QK+ZGP9w6lYywIX/D2AA8BQs2gG+kgVg1LOTYKaQ02g3EPd4sBXAEqBUgUFL1DwHF8qT88xgKRPBtB8c+hQK49o+jomylXmTxbEIA9ZQTcjLlsATJWhVTz6kEMZ8NdD30wiXSbq1XEVAMmCLTeZxMJRZu71uh2ApMrS/sjsCbQyBe+fllNTKOdo8lThGlBRoEqIDKhegQaOtB0cBxRPFbrgJ5g0+hVAChNktVczr/KQJcqAe+EUPHl9x2/7dcBQu0OQDP3wpeLm8vwmCDYtzEmanCK5sdHcd9ppY3M1rW6sRsqcTfzdBH2aetv4yFm5ot5HMM5exhTV8HkjEUscfwxrCL4CPGQ1opWz43bzmvaJD8AY5WxABOARUOgxzrsBNCE/wKEydh5tw/P87Jy4CUwMEimXqDUd5uRsHlw/g6OTBAABnkh3U6LubQ3QfwyVtr1vDj4eaMzjwqMDM8jvmP6pXy1gZDRptH8G4IZJHlC6hJ/q+x+8m27fq+PisBAuCIK6WYIvSqxPGd2ZqTGiosfTOHWsl3GDWMNHcndrjUo2+KUyyFHA7w6y3NnePU0dM5wuzl9JP/BDPxzpZP7w69+EXZyNOdJPtsZa9P7xgciHnxyMOWaDRFyPysHAoxIyK7EePcZXNqf5w4djzEr8CdiUi78L7NyUtXKzLdeIv3mM7Sh/X3HP8rvH+BIIuu5kdONhJ1rK/vF4j3G9R19Of7Pd7taVwFmTQBcAnrUZ6/b3qUhAcKXCkOXT2XsYM5aVD4zQhcJK0+cG2D8D6FtLH12/EUrEVCoqAAFKnIsiyBVNCUAj4FsF7GnGUsnKLHyi1Om1wFJQQFUrUqIIaLz9MhYjIk1RhDn4U8GoqLyeZmQZQCN1m7AiFaJPoVBCAdm+RepVRgIJI383SDti/4w+9ZweDj8kQvMAZq2AqVnm0vQrnXYGHgVbpqupEzxRwOQp+FOhGZ2rCdc0I74LKC2NhwpkH4OIz5heYadM1pyD0qDU6J8MqC/HWSSo4AhU0cG86mb7oUgx7zFSg4eDvbLurIDHsaiEtxuAOSi6KqCgxfwIRI1qDZOv58EuKbMcAA5gEtXkqty8hmX2Ik8hxyruQ338SB3z+S+8QR68rfTw0d0wAeuvOET1iT4iePEcxF9yM8BDnQjotaUtAA/lv6qlSLQtoJidmwhwL+vmvLsONGHWTsGBuQ8Fc/bDEmtZX1oZQAkJZH5wfnTulJ3patwELZ6Xr51o24Ae2s5ftm36mR5Y2irBKSbBVr4lAHzkm8Q3r4ljqwmzy8zPCfNTrsmQIQTa2dkm4TnX7AM0yt5ljGUGRjkJxnssXblyOUDaLhHrBq7oP7rDg0yFuZ8GDOp3CtWWzuMqYbUU17tt+dByzEOD8zgxMZEWlpbDVeLdD96KeRUAVhmjAFBwLEsnI+h9aCUPA46eee7ZGKv9cqx1FnG+xpVNvmUPKIVg3T3OteZxytvffPe753g/uc/N9eL4DfqQsfdzfpy/244Pdg3Gm2+24cs2vVaAzdMfnZfu1pXAWZOAGqi7dSXwn50EDohUfLSIvx8KQUCnsjUKeIB6vm1SfCytrKa333432D8VsiBM0KiydwtFDDMo42YbgoJRKiUsr62G6a0BcLHdTaKNZXE0oe6vE8WJolHZ6NPmu/kGjUq0DnDOTNi+SkYlJJjU9OkmwND8ONwzGL/5u8epJGXHKpiKrTvrZoSx+fiOUFT8EApvZ0dnPEzFMBu4WHEMyY1PFaOl2KKOL4BNMCpjZ547/4PaC38+c84V6XecbKAHoFITHo0ESCMShvY152bA0n6E0ub6AksNe/v42WV5+k7BDGBSsk4ZKmflq3LNQA8VIQg0KEO16WsoeKlg6s6VrX23/bgG59uG+5Q7XYg2QtHTL33glJepUQ46GUMrE9iD2fl8D8AeBq19KFDAzI7vXx/Mnz5w5jO8f+9xmp25iI9iKT169CRcAWZnxsn9txZskf31Ovbfudat4JD15Bjs2yFzYb/8XbAd/WPePMfyg26uBfvvGrAN2zT3nls+Xn9TPh5rOwdHO4AsA3co83ZA8AkmW5ntNsxlk/XdQ+1hHhsi8lfArmn/hDZKzF0fJuBRTaMwuK5hGTZldI4ApgA3AD4mMq5vv6qufdaoAM/ybDKENRIi68O6ubEWLKFgT0a4j9RFcJghb8fv+rS/1QEAGI8PgsnMBPzdscssf/DBB5F+aIK8nM8Vno/zrGyzxT3UXN4K2eTyU4bKwlcudx+ElJX3hPL23f65dpSZffF3x5fLUCbfz8rWzTVie96TRg7XeDDIN9v0ZRv5dTIJ5Ud037sSOFsS+O7qPlv97va2K4G/kgS2sRD1DY+lNuzI9ZUm5jLSYozNwmT0po2VJ6m1u0H0aCc9d+VqevBkFcWAuZeSbLUGpa+InKwSJTqOD9SHt2+TEBnli1lVMHQIA7Wygg8gpsiDdfLLndTTRfzLVEY3t+5QUoyccqCvoenxNHmuhMP9Hfyy8F8D2BTND0haDqiRtLG7jWka378lABAJis+NDaYmpsoJ+teLMp4ahVnBdCdLoZ/fDkBpeAI/MSJTa7BYG3vkghuGgWxWACmbqQaY0SK4gvIuYIbuwxxa4Fz9paYuXQYsUpkBEHQIiGgSvSwTegxTpsLT0Z63MPEayKHCFMQZIdmE0TvSz5DxqZTbMHpGUQ6S6mYIvznlu72+AkCBeROAOU76b8oXQdox5l0OIVcbstslr1t7HZllClbwO0YdWvPP2c8TnPBqRK8WYLv0PStAG7JbtBwA3r7u9FA1BYArM4ixWe/A6JusmGlq3NMByF28/DzRrzfSxtZitLHevgm4IfEz12oBzGSo2sh0efExIGI3LTz8KF28cInyaNU0MXMhjU6dT7OdZ6PKxV77PgzoPjVyYYvKhyQWP58mShPki1yBhcWPDj9Rcz1aisyghJ1mFqlcxM8QaEL/ZAmRS1/me9aEqdU0LpDkDcHrmiAYJtUJCbRlasuYZXe3h9J3PniQXnyhHiXr9lmzO7ukS8FcXuzpS2uYMpv4L473DaeV/VK6OnwBP8jD1KcsZRR77NsOfeiw9qdiXusE0ZTxoxRsGxhkhZEykfFF/VABSbv0FSI0HkQWnyxEH7fo7wiyrQ6SvzFYR6LSAZWDRP4KHnUYOCBVTGm6ED6UtMqaz2JAhnsH0sTQJFHwmLoZvw6LNUC60PWkiDtFaSvdW3g77W02Qnb7DfPzldIX3vj+1F7U15La2kSvC9jGxybjej6s6dPK6gpAN3YOgO8Tj6gVMKjZu8J1dFkAy4UJ2lrb+q62WNsN2joB+HU41jUoKHxCebwJ8hKaq9J1Jqi9ceNG/A3yu2C/u3UlcNYk0AWAZ23Guv19KhKQsWujzJoAv1deO6dRM52HEfr4/bdheg6ChSkNlgJM9OEAr5+aLIFmNBVC/kc/zF0oEb9bDi73J5JFkO0wetKIRjBKBHQIMvQx2jvIcpZ5/IXzcyhMmJyOgKyESWonrjUF0JTRs22v3aCe6jHtWaYrZ7tkFmWMNF/LSshkhlkYBTyEM/9+ey2YD6FGAYAKbsoijdGHmt/MfaapLlgSzrefYLIAAwcoQq/ty+oYtpF/R1MHk5JPhqBQJahi1PzcAzvaD6tIU8GoFAF1dBX/SPuIghWK0W6Yl7luxqggyNPjbQ90EX33mgEkAAbB4jkPvPwsqxOMIsc77gJK3ndBZn5exghl9Vx7SXFTB4QKDjU5/ul//A9x/tRlABAmWOfQeRvD101A63Vk6kw+PU2t6CIVSVbXt8L3c5K6ty+//Gpae/RRMGP2xQcF6yXvA/Ick6XklG9zT/8/0gQRaS0D5W9RgYO8hRFcw3X0F3WcmqOPMM8fI0OvLROXjT9bd8pXWVcBgib/di1vwDyLFt8lybXjz/3YlJGuBzPTczEvAm8DmMaHxrNrcT2ZM6/jOY5BU7R91lQb7HWPZe6yXIs5izkKMFc2Vr/ZptqJbHMwiawpVwrDi/lxzPq1ykQfNR2PjJxuBjwwME4ZPVk8g4dMSbN/0AHkDofp+N3r30orW0tU4tlKdz6+wTwRVIU5fZQHt3OUITSRkIDeaO8OwNN70XvEa+ztZX56ruV3bxjtTVAQwE9/w2AR8W/18wDsqRswPAK2hrh23A+c53s72uNBh3shZwqdC2U8MzMT5/qPc9LduhI4axLoAsCzNmPd/j4VCQzitE5sZvrRv/VF0p8MYr4dS//2X/8Lymkl6u5anior9YTeQDVYKxdznkqwDCBD7QD5IsrWzqgYjKrdb5PygwANU0jsEUyw+PAR+fdQaCjq+fn59KUv/Wj6kz/5kwApOturvJ977rnUQPGqUMxVZxUPo36bKMIVkknvAhxGKO1l/rsjlJygRpClv5UARQUtwJEF1O9MNbSv+ZlrDuC/Vi3vpH0UpC57+nDp1+f5INNgpIzStC3bVVnKtAkaBIQdgID7A0gxZoNkVKQqQJXuCSC3Ah3UKWWVSJRFvikTQQXNBNjxnCrHHlHn19x5VtKtygIC1I4AvRl4Mo2L7KCYB3bGF0jCpNP6TdqGY7XcWG5GPgEkCah6SGvj8fon2kalkiXFFrAEuGQO27Boe7BoJuLmSiH7b7z5L88w5gAAQABJREFU9fTkySKgW7BO9Q3m2combeathdK3YosAZ41k4IsLq2FuvXTlGXwTLVV3xLqZSJ///BvRL0HPMcWQNygpuEPlliEY2HNz8wE47t6+F3Pcy7raY372mNejowL9zJIeZyA1A/omvXZMTELMsTIV8LlGnAvH5+/6N372M5+J6iAb5Jv85//sn6aP3n8v/eTf/4n07W9/O7311lusW4An8vX4Dz/8OMzaI5hx6TCglDRBtKnfqKbo41onSgbaF0GZSbxdFK5t4BSMNKCJNed+wWKU5aPd8A+kT/bL8olV/D3b9K0Cw1mFqSwCAjudg7T2eJ31yvmw50x/+JNGlC73WxkfP4zk9GfPlca5pXTzxsdpcXkh6jQPcozraYg0RVX6avDIMZHoMqEHRmkDPAt9gG0ANjgxGD/n3fHNXboY45d9bSMP78mQHw8ijceZCdi1PzIylgFFfBBduJZDnIY5F/y5eX3XtfeHazGqpLBfeTn27taVwFmTQBcAnrUZ6/b3qUjgOfKZnWBCXF5eSa+eu0Ck50GaJAnuYB1fp6I02FHa3FqnhFsHFo4SbjBsgyN9ADITmeCYjsm00zpK4+QO1EdpvbkWil7FYMkpzZCvvvIc4KUnXbp0Ls1SMWLswmy6eu1C+q3f+i2selnEpWDM8mQCoM9/7o1kpQqB4d07d9Kbb76Zrt96SO7BJ8GiNQAvm5SLMwGzASkqaQGBIE4msQmb5PX7iUztBfxp4prCLNcihUbLqGVAryZjFVoTEHJE1G+k6YBpM5jBihElctEVYa1UnoOwLbancjPhdETuouz8TT9B9DrgAi6Pd5WjfXEcKsbiKQDcor+tvZ1IKjzSOwRYgAlFPpYU6ydwwGABcFSY3zxfrzDfVaoFfA/pWgBAXdKqgGsrpZgmxHq+FQBvEcVfCRapL+R/wrwwefS5GuA4ADKAoc1FylxL1m2bFCdDzM/c5Ln0s//Tz6Z/8tv/JP3BH381Xbp8MWQvQHv72x+kJ4uLsdYmx6fS8vZqGp8YS3OzF4mMraVXX30xLT1ZSR+++z5w5TEgJGPJZmHazl+Ypv8d1haM8P5GWloGRO7CGgIkyySWVqYlAijsS6UES8s4jBA+AORp3nTsAg3fHW+xNBKgtWGwD1cT9Po+CFv1ysuvAeTLaY+SgjKY05Mz6fd+76sBcObmzn8yJ4LFGRJ7r9Cnhw8WYGI76Wtf/RrrmT4B5udmzkXf5ufncUu4R4m27fTm174R/fDBZxygOz9/mVJtN9K1+Wsxz66jR48W08jkKLKcjkhz15Fs6T4gfbAfIHVC7pwTEn/zevW5F0in40MUfopGn3MnTeJHOEGtbF0QKoU6Dy1ZaUIttkPWfWYtVchReEIQUA+AeHR0jGAmZBXVR8pEJY+Q1JqADMy+G6eJ0jXbWoJxaCxLi7RLouwqch8wwp3obzeDmVgmIR9N7Zrcfeip4v95iBtDiwcqyoCkDY713jIBvD7CzkvODLvW861rAs4l0X0/SxLoAsCzNFvdvj41CfjHvERutG1YgQcPHgSo0VRWnRgJn7Qyfn2yYZopZUiWSANzBENk4IN1bEswV0bYWgnjJPyeqNoAG6dy2AcgmeNMPyZzyt2/R0WI7Y209Z23AoCNc409kkZbdcI0F5qkhgg+WQeovfN//Kt0/879AF3mlRvCP6qnhV8cSrVujjt8lfpMXMdLH62c5cjZIf3lBIbWB94HrNYwWVah1Pz9mACSGuk1jFgWiBm5GSY+QZxmR/obyZvpuUl4y4xdJZe/4ALjerInmjndMjCYmW49TvAmYJSNFCHK0BToj0ycWxMgMowZfKB/EF9FTM9ycQDAKCWHEreiSKvZiOoPmnHt9xERrZEbjrb1LeMywSwKkASix/j0mSzY/fqQ2Y+oAMK715WxsV8CLWsr98NCuskIClanJkyCXE2bmHZXAUiaHGW4SvjenePh4Nlnn013+u8Cyu+nJ7BYYxy/+BiTK3KaBzAt4SPqvBtQcO/BbUDKJFHl5A0ELKytrWP2JcAGgqgASylQ6JCgG6NuMHMbG1kaHftnXw3EMJBChtPxNXi4WFtTdj0B1pwv5euxMnCPHj3C9FpP01OzzGVf1Kk2qbigvBdm13mt4MdnPskmQMbABtvXL3CUsc9STeT6zevp/t27kRpHJs2twjWE4yXWnNsm41hdWk3vvPXtNDc9gswB2QAn2WMfWGS9BUmuvUz+Bl0cI5tHtNNJX/j86+mAByvHY/1fnpIws1OSD1Dr+m/v40IAoKxUs4jpQ/wmNX2bImmQOWcSYx6rgOd9/PA+/ug7jLGU7lRukboHH0RYzX5cHsYnX4pgpuXVx8wvAUcASWscI236ow8o78jGtgNoYzau8dBn8I8BWnFrkSjbatc9sJLLy8shb31ic5Ov8necrk032+magEMU3X/OmAS6APCMTVi3u09HAjJ0myS4VYEJAC/MX8wUEf5KkSYFxSlb0wbcFQEx1jg1yW6tgMkVpVRGcTXxvToSoAQrABOFltfsqnn1GECyTTCF+dIslzUyOgD466XM3H38m8Z4X/hEsbz3wfvpxedfCpPegwePUMi3YQ0v06cxgBg+WY2sIH3/LuwdIG4IpaYzugpN/yqVjy/BgeY4lVz7NDDDur72y6S/RqZyKubtWrzm5ihRd6rIbMtxqLz1QYNnis85GyfQC9Ik3tWgABqORY3GuyDLl+DQc44AZvqEmaD4sIUvIXSLfpY62tcBLjXAisCEo+kfbVF6QxBI50kgDagDpGRAAtM2jGGmbPUFBNzQV4rowowxUvoglWMUqdd2nF6/hwAH5eD4ZNxkLx2DIG0UxkmAq+JWmc/NnoM5mwqmZx1Tqkp/H/PoMe2trW0GwBNQtmB8T4730+OlD9N//xM/aac5bg8/SqKFWSeyoIcEV9gfS8n19/eSYHomwJoAamx8ONaRUbP21flqIiPPE8i6OQcyt/qN+nCxtPQYV4Al5hUfUJhJo7v1C/XhQPZYcGri7+UnWc1g13MLJtjk3fozyvimXgG/bS3FsUbrIv0wRYNx0+uf+WxUorHGsSlRLl++HH6F65vb9CiTm48zYL5TwJ8Ae0sBegWMg6x5x7NKP+2/81xj3lvt/cgxKHNtHsID/AVNnG25OutiHzPuHR56esu4IJDUXCDPdHEs65P764h5P+KBwWsceF/SWU24ZeZzD7ZvCh9Mq9T0Ma/rayusCdplPA3Y1rffewcWkOvRrxqMrfPsehzqH4oAp0Huf10BODXcGPSNZInwAMIDDO1zEyOzLJ+g60eAryxdM4J411KkjPLI03XEx+7WlcCZkkAXAJ6p6ep29mlJ4N79+2ly9nxEfI6hEAVSsj5lkhRDoPBHPfM30zTkpiLxdYSS0WQUpapQdprBNMn1orBqIBnUJeTGQYCOAQBAu9UPMNKxnqoGdVi7CrVbd0xpIbNIGgvA2OhobzjqB4iAYdS/7oCI4yePl1HybZL2ZqXETEPTwNQ3DAgUyKiITBUSLBgKqYqSq8Om6EvYFmwZREH/9cVqCYAwEUINMr6MqTQIQuXmpv8cp8DHARYAuqYTMb9fBqYyk6y/u3mOuEufKji4UIDuVxEKAARr1jYWAKl4wc74S+7zm+lHBgLwCGBlJDVmWttXVkazHLxrACavK8vly/b0wzTXnbV+ZXX0k3Mr088cBAq8lYnnCFxKJfzsHDP5n6M9QMcGZn0BYPhRgjaEpcqhAgBIgA+jjiuwgS1yKAqgTPStmXOcFD9NWSm2JjWWN2CEBQX68C0AvvQRFSFNkcLENgQWMnRzM7P4GJo65oTcgZPIbZJ2SULNWpIlvHTu+2IubU+XA5np3V0EJvuF7AzIUC7m6/P7IAyuJdVkCjWJd5DNowf3w+fUeTdFywDAxvUh+DXIx3FU6Msh11QOa0S0FgbGT0FNf1om6t0HiFkCK2QKvQ80e+rHaF5GGXDTDA3DgsXcY9Z1ves32wLcC9Q73D++nzs3F2vABNrOw/0HdzNWknV5RM5CweIQD0InAN5N+rUEa9jRT7Z3hDUviCcYo4/occa1jNwamNBHqH99pN8qvxnwEmUOMQMPXB4ARPMb5uYp1tYhDKOVXnZhkJssumCxWcv9jN112SSgY5fzFx49kJwOWch4W6bRIBd2hCnZufFBy7HOX3g+wJ73uaDPMTkPwfQjs/z+sP3u1pXAWZNA8X9hO2ud7va3K4H/vxIQIPzar/0aPmj1KPlW4A/6LopB5bWDn1cffkJQP+G4PoxZqYGyPwJxVFB4mmjrNZzQYTdkZ9bXNAPC1gBIDBxQUWtiNHpWgFSATWgBBg0oMe9Z/8gACYa38Q18BebmmTQJ8GzAZCwuPMaENx3M09zs+XTr1m0YnpFgJI8BAsdHONyjzFsoxQ3Mk72YMHsBV1t8VvEIGDQDGt3pNcfxk9qFLZLtqxPtaIoRlV4k24Xp8gfzudmvgVNWQ42owhPEeUAVYFOCaXNfsHuwgtbRVU7ZZsAFvF6wnYLWzDwskBBcTWLm9dxjmDaVrWDUcm5V5OiZfZiAzTu4z7EGKpjgWb/FkBVtlgE5mjRNy+Lxmt1rRPDKIDpm2UzBkb/J2iCmAFU1FL5slddyKIK5ftotobRV7H2wbid0yP9kKWV73n//fRgzknrTFy4d57tOBHACDJNRdwB31oj1V6//6OGjmPML588R9HCU+YgRvW2FD4NnNP0uLi6kBw9hlzkG8aRvfP1rADXyRY6NAChNQEyZtVVN5YBK2LIp1oPrp6+fOtLrK8iPHxiEOSvbrCMDSHQtcOzWre1FhjLTzqtAcI6o1EXAoABRH8cSMt9mvR3Rd9PzyIL2sW5GSHo+yBqy9u8+bOHYOEEhAGF9SLd4wPB6pvgR8BzAwilHGfN+TPYye7KkspfK2HF5nCmQLN0mQLK+sMzi0vKTaNPI9wHOPQTATejzNz4Ow8c9xMmHyHljfTMtY15eXFiKtf/hh99JX//6H4Tp/NzsVFzXhxvXnumVjOIeHyMKmQci7zt9DsuA4X5S5AiK9Tvd2Fxn7DusYwJTeAbw4UfgptuD7J/91bw8SbWTDqxtm/RH1tRu86DmelRWFy5eZP2Y1om0Rtwn+su6tt28T3LXAte+a+tf/ct/mb7yla/EfRsHdf/pSuB7XAJdBvB7fIK63ftPIwHZkiYO9lj10n/9d388zczNpT998/fT1uoTzE57wQz61K95DguSCAZlB6gAbOxhWpL5kFEZItq2Cbtlfd0elI1IxHxvc3Mz6bOvfyZMzIIiWaD9kz3A2SAMiIoKIDRBDdrpmfTtt96LtCFea2HxISbi8XD+r9fPRVTw8GCWcsVgkABVgJdgijCtHaKgDVIxanIH851gSzAg66fClGmpoOgFPmprmR2VtGldNGEJ51RmPTCe+sHZvqk7VGgCPJWbgEdzqyZVN/dF27Qf/eGcDDgiJvapGNskfA7gKPPIPreI0uWzTCbGVErKZWxivTdLN6L5zkod9l9ZCMKswawpnqOjr5qGM9aRvhRR1K2MpSzjSHhCv6xMccTnKmM6qWiKpqwb7RU6srDmajSIInAVYBKzN8dpjv+jN78ZTJl1iI8ANHUAkkEUh4y9zTVl6KwxrP+km0zsnVs30xaVXz73g1eJ9r1AtYvryM1o4+NwKzDFiD6Emxx7ETBRBcDJxukXWSzOIJ8CrNpoAAaZ4e29zZjL88OzrIHRqNZhWT8rushI6nepr6OR4oOD0wCvTrp9+zZg37q9h6RHGUzXrl3hvK0Y63Cd+UXeBjQ4ZzWAMB+Qa5tchLZD8AUzsbgImKVPvZitW8g/Z7tagCZEkerkshRYjQBcBUKbgFOZ2DpBOrKM+isuEEl9586d9OprL1OpphgPGEb8etwh/awDPCcAU16nDYgqEwjiPTJ//gLAu5MO9pmbAg8dVDXJzO349Y3BqvfJUCN/AG+EqfON1Rf92iUnoC4TPvhMwrwO4VqhTPdgAE1LY67IfdjMAUL79e/Vv1OQL3g9BzN7ef5SMJnmaDRSWtbPNWeydW6jSCI9Okw+z+gvrD/rXHl6P7jevY/c/Jyv/9jR/acrgTMigS4APCMT1e3m05VAE5D3d//m96eRiZl08crVUAqvvPJy+vrvP4o/5mVMQipwAWIZJmiHerAqd22Vmsj8gy+7VYMxPMBsZp4zAx96jmHuUHIqHv2+ZB1UHPpmLaGsfH+8+CCU3NbmbpgLNduZw6xKwIbAzuTKAoov/I3vS1cuX0NRF8LZ//bdO/g8baYD2Ar7EClnUIfWYfUai48ewVyo4EkejT+dykrwE4CN341u9GVuOs3W7hcU6UNWgt0SuAraZHRUcken5u+QPFmkBZeek72y7/ms5Of43TEXiKDU8d5+ueW/HwOgDEw4ITr6iCABffpk5yoyNRwX5l5Am9GvJ80eWCCjQmESARuCH9lYTcY99E0wXixmJkiuENdyvgQtBcB6ztB47ZCDF2BzbMqB0+PYJ0+W091btwPkySIZ7apPmHOBZTGc/zWHan40bYlgiKIhmBR30q215bS0czP98Bd/JED98tI664EqHpiE+/tPAvCNjFwDRB5Ge2PjQ2kAhiz6BNv09Tf/MEDL+QvkgkQOk1NEvQJiTFN0eEikNv0cHBwNFqsJSGoB3JqwiG3m+AiwNIT5cog+N3AreAIIG8esLAPI1LPWsqoh2wReOGajY50PGepekidvEpjkcZNEqD94eJ9I9924D3pIymz/igdcj/XROWmRhLoRrgvKeYRgizqBEx4jYAQCRTDN1WeucPxBBJpsU2puG2ZaNlGgFMC3pzf61ku6lj4enPRFda42Vym1t7bFmiGNS59mZtlaIsUHzwE+Md8y1329AwH0tkixo6tEFWZbeU3AdstOPnj0MC2vr8HELrAuYE1hRuvMoWvNh55Z2NHPvPpZmMMxgoCozMO8aiY/JqhKJlpwr3+hJnAjig1sGQJo+yDkJjD0XvGecv0rR9/dfHd/d+tK4KxJoAsAz9qMdfv7VCQwMzuRbt2+kUqApt//wz8I885zVy6Goj7hD31UYUA5mT5DpaYDvhUdxmAzDiyhRi80t6oIZNkEND0iCoChTIWskhGXRjiWAAwyJZU6wArFdojSWSL9zO1b99P58xfTMDnOniyvpwf37qPMBtOrL72YvvCF7ycadQ2W6Si99sYLMCFZ3j+rQJgHT8U0PIXvIn54+iPVULKCPxW0rKB1WmVmOmjYno59y5gKQZF9ERDITNo/NxlEzaGaeS35pjrTt0oln4FBxghoFPhmio8oUIM2AGYGYOTH2VYwf3J8Xh9ljTj0rucYfPQApPpb2fYJJkGaVINmwI+2O8qeNt1k75owSFE1RMULS2MJvWBjAR1FzXb0u1S2zQzw2sfjoqbhrAqEyX7Bj7C6Wf42j9M3LDPlZSyOyt2p66d6hIzspUuXOL+Q7j8kBx0RpoJ2kwIbIHFIn+r4iQ4DvARY2+QPfPRwE/brHubTPXzM9L0bADSejzHdvnWX4Ij19PIrL6Yvf/nL7J9K6xurrI3lSP794kvPpu9854P00UcfcM2j9NHH74YJ+NWXXgasjGC+r5DyBNMk4xnANDw40McaykyODZgzTcBV2MPRYVwT8IEb6COiloebEUydrs3tbXz6GvgVwmwK5jT99xLsMczDjZ/X11eph3wvDY0acT4Qa1bApECOmJ82bFiDOdjSdw5fR9fahdmZMAXL6Op+UITNEzDNnp+iEgmuB8ynibDjQQmk1VshGhnwWS8aUXwc6255eQkgahJs/O548Cn04DMI8LPaSQB05uT69V0eVlg3zNeOFUC462TOh/qHA6jqo6oP7CF+sq+98lpaw4fSSjhWTakBEG1b0DYTEdL40fK9gRuHQM8k6EbvC0z1s13HHO/adF30hZmYhypumhYPfYI7ZRLrhM854+d3N6/jA0Z360rgrEmgCwDP2ox1+/tUJPCZz7xGtCk+e+MzaQAmoJdUEZq+rP/aVjEBJDTxNmB+9A8r4RM3NTkHoMI0ihlR36MC9FDPKUgCYoVvUc4Y6CRfxWdNkLW4uBhBC5cuUXqOIAwoCqIYdWbHJEs+s/Nz57Jrj7wAK9NI77z9H2EJH+EjOJ3OXTifPrjxdjAXu/RPBew1KnVMzZiyIhADRSywkXnTBK2ZVFZDn6y8yoQsiQpLBaeycqxGlKrkBIHmKzS/msouV3AGggjs8pdAz9+yjf0qR/HY6S7PDfBHX3q4htfLmSeOinasL9yhj4IT5aCCtn2/B3NIG6YN4S3aUvEWS4cxHrAcc0H/ABHmhLNtg3dUwLahCdtKIPbB7262q9k277e/yf4UAA/6V9qGoPEAM76JgC2FZ4mv2bnz6YUXXgDE7EXJvSpAzFq6jlHzuZRcBaZXJuwHnv9M+AQCBTBXYxL10jCV9+89OJ3/JyHzRmONB42JCNjQnGsKmmarwVxW0sTkCA8D+PAtPALsbKT3P3gLNqwvvfT8ywDhTD4VHiTwhiTynHEjz9Gx4WCxZMuqRM4KxmV/Nb0e8pBywNj06xN0aS7eJzq2xrUEfrJk73/4XvidXpyfY40+SGsbPEjgm7dI6pYqa8s1MwijqDncFESC4D7MyHuwe4I+K3YMj2Jm5rNycW05XwaAyOrq12k+Pu+ja9eupUe3F5hL7hTmy3Xj+nLOTQnUWxWwUoOX/IRRn5gHne3tpdRaBVDiKzA1dfF0XVLuD9ApI+tS9FhNxru7t0krRHATlVjG8XHUnN0BrAtC96iTbFob+xgb8yP4i/uI4zeb2xHY0x9sc6YSdZlwvMV2xiQ7rnydBpvMGLwXHYuvuPey1rv/diVwZiTQBYBnZqq6HX2aEqhS0k2FDT1GlOKT9NzzL6BQyNcHMLPyRB2TpBGemqM0W8o8lPBh2qTGria2Xv74n+AjlQEMVCzATgURaSpQNoKR3hr55gAqpeIOStnox/4AHpskBJ4cG0epTcPWZEDCAJKtzVWuv5/eeP2zMCH7KN0yLOENymGtEaE5i1kUJojr6O9lrVr7NDB0FIp3IBjCSgAqgUkoOxk40EiRfvfhhL+M874O8kb5mupFBagScwwB1vjuGHIAWAHAhrI+BT0e5/dsY6wRBQxXhjYXWLl5vsdgbMQPEIAFWMkqd8CS0G/Tf3TIT5gfLwD05Tkyk3XYqWNMo36XUY0oU8ZcAywYCGKKFKfNPnYAUW3MrZrvigBa2zTgpYxSLwNubTcAnkiBfjlGFbVJrTVLmsTa/spSNmGSBMLNdWr1wvauwN5euLQFcNBMSZQ3gMD0KbK+WGjTztoK4EJT7EG6dOkq7Nlo+PkZzKDpWMAh04l4Od+UL/0EdiydAheDKwh+2LgDSKFmLn51B4dUngCEHpK7boio1wNYN5NJP1lawMw5GeZ52bgWAUuHuAu4GZjimhUQ+26keWOTpNusM02vbnVC2qfxjxsebcd8Gyyhj+cCgM+HnUHM0cMj/enipfOxjj6++THjvkB7CJmxGuRjLkurt7imBHZV2Dw/K6/8XTCnv1+wyruZzARfyt9184hoX/MEmqNQIC2r6vWdj0PK3hn13sHPUV/ACuzcGEmrOx1M0ZifBZLLuFMISMeGx+K6h5inG9tGK+/GvOrPuAsoNHilgU+kaXiCOaQP/cMTcV93YPNd86bEMdWTlUT0DXz48GFaWlnFFG4pumwdWffZaORC1QhhclMyX66neFhybfLShOz4felb2N26EjhrEugCwLM2Y93+PhUJmJBWA4559mSRVAzvvPUtlBCMDAqnjBkoyp2hCE3xsS/rguI9qQDYAIY1/OgOAVcqNJXYAedrXupBmavwTHargjAqVCWo75j7ZBVMRyEjto3yMUIzMy9R5gpfLoHCzs4G4GIfs9Yr6XGd3GowLMHYcQ0d+M092IsSFZgIHlYeL34CUjRB+psgsE0/TNgbIJBACvusolTxhtJCqfldg2+bz8ogwB+sisrOmsOOTaWn32ABpanicwv2hX90ttfXz/ay/ZlDvPDazbErP8djyTtZI9N46I8WIO+UhZMROjpWVlwD5kYTvLIx0tf2jwR0RSNSBSYwr0VYLfeD7UKpH2Xl0zTz9dbJB0j/jeoUFB0dke4FWRnwoSI/JuDFAdhn96vgDTQxX2Khj+vTGX06DbCoEXUqMBAwGpzjOabW6RBoIAA2qMSKIDJcJmNu7DSDMRMsyirr3ylQnJ+fhwnbC5PrMSbKGaJbBwYuR6WXDt8bjRYPIqQxqQE28AE1VZBspr5rQMhIAt3g4eCojZm3f4S1MpSu31uM+drbpbYvJlzzEW4pF+Q2hXuAfZUdOwRAByQH9CvTJjIY5PwdzhOkJRJUP1zcCVBm3sJd2C7l7Dquwf6ZAsb16ncB8eb6clxXX1UrmAjcZTNd25r2nVfl6hwbbKULwKNHj4KZM8hHkAjeY13ixgBwtmxhucr18AE012IP1y7DRMI/Mi+uC4Bhhz5g/tcUHYnX9c1lPU5QpcXrr+KL2cJcb8CJc6IrQx3526eHT0ziDiuOPCwhZ/8s8bfF/Rhzz8NaDuzaAMseglgEm4LU5Q2YetaHoD5S0PA5ZwAFj8pYuRiZ3d26EjhrEugCwLM2Y93+PhUJLC4tpoER8rWl3ciV9pA0KRcuXEiDALoOClKzoeklVAxtFFWRKNIypmD/zPsH31cbhsTfBUkGgKgYclOjQKOG8pM5UnnoP6b/lkDCdB0t/ACNYBwi3cswIE5/M5WsTKRBCQKmb3/7WwCDvTTE8Y/xVdLczAXiel4/zKMFfMJQbl7Xts17J0um0vJVB9io8FRUQ6TjePaZZzE1no/UFgIn99umgCkDcpSyA2DZnu3bpptmT42zARD5TVbLzx3Ahee5qfRzECmLpzw0C8o6PmZMKsyJydk0PTcbfomOIRRo9C9rwzZNa5K359gEe/YPnZ8o8YvJUdCJIgcAeG2jfwNM8p7Lwv752T65hQz43XYEXPazChC1DwII59BADOswb+/shR9YFXPn9hbmRkCS7ehnaX8NcBEgAJPivFu37jC2zXSf3JKyoT/2Yz/GvPcFuC4B3gWhjx8/SZcvXyX9zzV8ApeRbYN5fhIAfg02UdOrptvnX3gmfYRplgQ/9LnI/JN6iICNEjn06D4AqRllC/Vd6wCYr165FEBlH5DpGnPMszB+jsvPRi+vAXRcp2PkMtQPM4JZCIS4MHWBYw4J1thJ9eM6vof1MNcKXj1XtlYAHHkpmUeZVoNzYs3QGZk5O+U6a2E6lz1zzn0oMbdeAbBmn7wXDKiwLwLtggmbuXecAwFoEWB/TF3kAtU4wP7cSzyQ0d7wUMYsF1j3u5pxOXeAnISmb7Ge7z7medeUczqGWbs0qKkfVwDu4QIg3+vaH8GyD2My57G+WDX22X4KdOfnh9I0fo2DsI73SNvjM4bA0XZ9eY73gm24TpSfmzkWlbMvr9PduhI4axLoAsCzNmPd/j4VCayvPcE8hknr2Dx0MFRE/w3OXKTWrnxLD8pnJJ1gApV9e/zocSiLQ4JBejHRmTaiDBN3yHl7WySPRkG3WlsUqy1hyktpEKf3E8BFotawZkCDPlTAqYpi7p1Kd+/eTfOY2UZm5kNJNY8LqYEj+jTVSG4/uhfAoXJQSgurCwFOakebVG7YjqjH8YlRlGBv+HGVAWWyVuUOiYsbj9PMmJHGKLoWihRz1+F+O5XJd9gDSBsmwGEdx/v33n0rggZU8oK7ww6+gChx+TSDP4pScXTdCMviYeY3ZT65Hqm2ohAM9o1/LZd8ABgRWBklamCCivIEgCF4OGoB2mCrllczYNTAxKpMRwDdFUpshXI+xNzG+WVsqkWYGX0qCQxOB1WSVxPYUDTgAyAgSCHmFaJKP0ECQTDdIVyUPGmkCQyhBTzjAI68aAwAyxyi4Hvww2zS5hEBEPbNXHC9+KfZxzq+cMUecihur6fWDtU/1qmm8t5t0raci8ogb775R8HGasJfWFiMOXn99dcBVzMBAIpEtBbLWwFwjvEhe3z/IUEOgPL97fTvfvd/T5/73GtpemaCesIfUwWG3HODJmdejnx3Aj/BlCByH4AkAC1hAl5bXE+3jm+n89OX0tTodAbSj2CrMK0agR6R4pSV6wWkOp7SVict3L0e7gE+gAQQIhjD9aZZ2/aff2YqUtLkIKUfm/QhYHPvYIM+LwU7aC5Ik40LVnVtkMWL1EbM4dExpmTmX39Sgz5cxyeM18jiMg9Ig/jbed3HMHDeRz5cLK4+isoqV6+dx0w7mCWe7mGuZ6rhZ3nj+q2Yt/OjFzFPzyGjJfoK4IJlrw0xL1S+2SDad7dD9LxBH4LH9kKqDXNfldpRllFGXJA2ODkYazCAGKXhZBd78DPc7clYZ4HZcQGmlocx/Q93OzsBLs0FWaRCSvgPAiYNMNogOGRoQreNnvTeO9+KvhaIQhaoDrE+H5DmZ4OHuC/8gMm7t9POxiP6TTUR7sMmwSvdrSuBsyaBLgA8azPW7e9TkcAVmBOwB07wT8IMJavhH/V+HNI1E31IrdH1tQ0UXh1z3QQgg7yBONRLKJkrbnCQVBa9A6EcZIf0K5MlM5FsC5OyEaIyOmVy0dXqmN4oB/fRRx+F4tZcdv4cyg+/vpwF+bmf+7n0T//5P8P8lzEWN2/eDIAm0zPQS2qP/gmAxHCwLIsPltLkXpsqBRfTyvp2WqHYvT5Nh4Cw41pv2kOBNcBqO5isRwElMhcGjExS8ULw+e5778EcXQlTsD6Abr4LCGU49JES2JUAto5NQIf2p+8Zo2afzbEWgA9QwIf47HEqXH9v46gvu6O/o6XchI2mb7EW8PaWCYKJSsXnLfIU0kcTPg8CbFXqvZP4LKKH7YvMS5gjMdPl7EskhWacghH9MfVps7++9FnLkgNnx9uXI5giQYomvQPMhB5fYWzOuTnkPGZAgAZT+fBhh2TEt2CDspJh7777fvj+WQf67r1byPgAkDgL/qwTyb1IwuFVTLKWeGumdUDRlSsXYBDX01vfej/AtcdWK/hfLpGgGfNpvTacXnv1Qhz/f7P3njGWXued56l8q27l2BW6q6qrc2CSSEkkJSpYTvLYGBu7sA04AMbM2rC96/DBkOEPDnBc7BrYD/YuFg6DGdsC7JVG4yDJoiiSkigxN8nOqaor55zj/n7P25eWZxezM3bPrMu4L3n7pvee95znnLee//k/yWATgx722FRYNaUaYOb7ecyOlgt85OHedOXKOwAW/SMb0l65yZqpSIHsG+qb0jna0a/Oz7oBroIgTdeyWwIh15vzrZlf1sxExq4FZbxPYI2VPMLUyXtTCylrc+Bdu349go8MFjGH4SS+o86153rI4MmWu1EyaMk61VE+DtbaOZIZE0Repx3LAFqCbZ52amqtt4vbQTP5/arwp12C6SZCmRZZawfBEJpiJ2MfYafZcMzBns/MUXatqf1d1lpW3VQ0+ufqx2kKoWr8bY26z6rFbEd0r+Px3D38fGWi3SA49vAzhSFmGSDXHPc/vqcwnfrt2i+DXqrwI3WTYXCN68Pf6UIxT7Tw1156NqKcF/GNbKKqTLiDYFovHkUJHDYJFAHgYZuxYn8fiARUmpbVcgevX5ImOX3T/Ly9ozN9//f/9yjO5vTXf/3X6dqNmwECtndQgCh669hWAyZMEWPGEl+XwuSUoIDNV7eDzxIubDAn+jkBnqDL1lDI7R090ffBwcEARzWwHqYFUUm9/vrrEXX61FNPpa9+9auAGGq1YlIzUOTDH/9E9E8lZM5B68MKnsqpa7qF43sJjGMdylpzaG2TPmdELtPHFpzYV+fHAwyoDAVzKnIVrOXTdnlWuYV5EwAocJBRFEgIjgRtGbBCU6ot77+P72DGPC/jS++zf7Ttdz6M9DWRsD5iG/jKbcJ47R0sATQyE6+mTP36QJISTMEIBoBEkR4A/gp9sG/8T+BKZmq0j9kD0MBrr2Uf7UdUTYH+C3aM74xwzsZ73ycQEGh6nGoUuWlvtjYJWkBWsqHNgGvlq3+k4Ooh0op85tP/HpPtAMBiLoCTkcJLMIY3b16F/cwYH83J+fzR6K9pVJ5++kPIlDyNa8ucdz0qvCySb29mZgmAOR4yFCwJMsBcgLIurpuV+lskunZqajDA6C4snuzxwMBp5JMBusnJ6fAxzOcdV0mAqrMXzge4sTyd4Pv8hQvpzu3bMcf6/gn+rAHs2ARynbgTuK7Wt6zzi1wBbJbC00/P6FoBohsBgbGmUEG2JtQCUBaob7KWDCSCZIzr2I5+po4TcjXbSLAZ0h3B9C8GiAjA6/H3m5mejeCL3bzmWTYXjNHrLSxSno7fyDJaQ9gAn30itbkCfpEyq/rTwlCyGbJPrpXNTUrmceiTe2XsSgSSuF783jUhuBO0LrKxi2Ae54X5FgyG7y79Kqx/I9xJlR7yMldjBTewfwuWqCiiiT5M1bDLrpOd3fV06Z3XMyB5QNQ1pnOZxOJRlMBhk0ARAB62GTuk/f3N3/zN9OlPfzpYAU1eTz75ZPrt3/7tKGZfGJJ/mH/+538+fepTnwpAYN603/u93wsFVTjHiL2f+ImfSF/+8pdDqf3Ij/xIsm3BwH/JsQGQ0lnc3G/mEpOt2yJ1hglmLcP19tuX2N03ZU77aDVNj3VEFs4toBhRUirndXyVVMRWH9AhXmVTAEUqK+ymvLeOaxWAwBJbm8HYnD59Oky4m5iUg7VC+fiZUboq2u/+7u+OnHH/8//6v2T+g0RGHuk8RhmtJliQyVQJ4MyR5uX82dOwVTcCm+kDpeJ7miCQN964lOYxvfb396frlxbCGX+HMaxhprLaQeVWFjARzvgoOZWpDKDMJ1bbGIPjkF1xrD74593XQMh4XfADFH556H8lFvOhOtwDBO7yux2UoyzgFgp/2bx6mGZV1LaJVQ6GhvMCiHIuzxX4chnJKyAPdghZChLsowEJgpZMzgIQmEjaEmAoSwGh4/HQmu1hNKhjECAJNuEWOU/gAOCl3S5AuD3uxyy/BGP52HseSW+8zvxTtWVkZIy5JUEy+fVCXpum36lMD589H2Dp1q2bsIZDsVYEWa7t7W3BR0dcT4BfVnYivfDCCzCFJBaGlZ2bNXoUEEWJGU3h4XtK5G4aOaDNJYDpTvgUusGQSZaZcnymrnFO29oMIGEzAqjWx06fNIGeJvGpqSkY5+q0OmoOw/Vg+U6ePhUuDFcvX4k1Ys6+zanVuGccv3HEB8yV95CbmSbkLBPoNR2P58ueOkfK1hJr65h7ndd1wH0F59QwR/oERiUXxU9fvbesh12BsK2/vIHZ2Wj5GpheGVdloam6nEWwSACVQNR5oSfsCACAzJsYMMe9ubmZ+dPaR6OhvZf8vX3c2ZlHxiREJy1OwQ/S9SVo8+9FHbJRXq6nZVi7PUor1nIvu0Fw4xBrjMUiyNyfNqqcOsOw+x4rq7OMhY1DDWPjfp2dmwCY7lLzuYl1kAMc1wbAVdbFoyiBwyaB/zKtedhGV+zvPxkJqAB/8id/Mj3++OOhSH7xF38xfeu3fmuYqVQuHj/7sz8bjNuf//mfB+vwUz/1U+l7v/d709e+9rX4XuXziU98IkxZL730UjjR//AP/3CYnX7jN34jzvnP/ccaqJbfUsEJBgUsKqDx8UkUf3N6/Y1XUCrl+IMdRbHUY/67iUJZT7UEXVgaTHZEZsNUEpUAryqU5jZMYo7ULfoXWWliF9CVI6q0GvCwiwlYgNnX1xcAQ3NcK6YyTXiOT5bmxKnTUZdWcGmes4cffjRdunSJlB2Y+VC0BhoYUbqLyXB48G4EV1iC7oknnsDPapJUGTPpxPGT6ezFC+nu7cF0AoBYn8v8D1WM46NjAUoKwC/Mv4AmlWWAPGRQeO17QazPPhhuPKuUVbr606mIA2zxvWrb8/y9DzGArJJl3/TvIwkL5nGy18X3mcnWaOsSFLpRqzKBB7ApMkn5NUxyOVga5CrQU+n72v5q9iu7z1IK+LzmHkEZHprpuTh94j2AJvoO4Ij+c66R0eFPiFtbOeA2V8X1nSvGI+gXAPT3DaTPfvYzAcQb8FkUwAnCvJaskUBiAVboBiygoP1DzzyZ3rk0GMENslb37g0GqDzW2xNgzT5rxqdbEVCSJ4hBxncf8KS5f2JiEtaxOdaiJna/s7SfgM7DTYjBE669uE9gmGWk7t69nSoAMMHe0fjQ8GDIRxbyzbffZK5HAwy7Jq30IeN6+uypWG+mdREoW/XE9gVTBnAoa9k+q2H42rQ94YLAmKsBcwIqc1qWHBDwAaAXUBXmSHCtnO23gNx14Xs/X2Pee3uOIt/5GENzc0t8Z6CHbKnjaqSMnS4WgnLBnAEpBop4uDnbhi2WgbU9HwFWYVH1W9ynSs86OSyjz3xnn+rob+QcZJ6nYR3tTzXpZUy75L0Z65T5Euw5/wdEp/vZ5OROmsiNpSNt7bFJq8J9Ayswc9IW13T8a/TjkUcvhnndXIMbWAWWMf8Xj6IEDpsEigDwsM3YIe3v5z//+b/X8z/+4z8OXyFNnx/60IdC4f7BH/xB+tM//dP00Y9+NM79oz/6o3T27Nn0jW98g8oY709/+7d/G4Dx2WefDcX3yCOPpF/7tV9Lv/ALv5B++Zd/ORTv37vIf+JNlG6D/drZmcKshp8Zyqa1BWdvFKgBGiqDWXwAF8jBNz5J1QaUysc+9kyavDsTrI3KxihCWQiVvY7+soaalfUxWl0lahLFUgILaN4zYAbKTrZiO33pS18K0Pq+D3wglI++UvpqWeptYOBkjFEgoC+awGMZdsT6rpoKjx/vS6dOnMd0uRRAoae7k+jOJsrADabnn38uvfyNl9LCPLn+AE0ChRM95Kc7chQWxwCMBoDoTnrjtdfTLFVG2tpbAK+ET+APJYsp+wJyYuwCNIMmSuL6fmoEsPZulXoAPJSnilNlXMiB6Hl+7wN0HODPBNoVArkKIkQBjUaUivdU7gdekPEJFP3Hz33YrsyYwQzKWQZM3zLBX1wj+ij4E/gBUu0a7di/AA00IlCNfspv0SZn810GaP08GJsD0vfIJMFsOW5lND0zyZgEjfsB/mz33PkzAaA0CerzVVl1khQx11kTZQEGH370TDC1AqSFxZmQfVNzXTDUVvx47bXX6AsyBqwI9mT8ZI71WbtXDbucIyH4BmmJYJgqCEyqquHPMsBFf7Y1QFE1ANRNhW4KWxMbAbIa2ZRUllane6MjsQ7NEymQMl/fMYKJBHKuTyPQC+b/EydORLSurNips2cCMMoAyjwbxbstC8t8ullQ7m5glI3zUQVADKAI01VDf53HAGGsU8+RrfQ3+kK2AvBk2ARc+isKmnR7wOYfLKYRuqZhcR78nc/OjXOyu6tZH9Mz5tvKKNFmv/QtzSJ6BXJe1/MFj15T8Ki/okxoVmfZTY2lG43M3Y+/M7bpIYDfp7ax3+1Rz8917/UNaHKNVTKn7Ps4B1BIQnLHc+/ePc6HhWfTptuGmwg/q+Ve97DfrtXiUZTAYZNAEQAethn7Z9JfTZ0e/uH2EAiqaL7lW74l3vvPmTNnQll+/etfDwDo88WLFwP8FU7STKxJ+MqVK+nRRx8tfPz/+dwFcPIPtwBGvygB4NQ0wQkkox2j5JUg5jgJflU2OrDL5KgkGqiMMES6j4N5qwtkCW81uTULwiao3kH+tUqKz5swZo8SXpVUilD5lGLmElzKHvX29odD+/MvfDkUmO0K+FRAshw3blwD9MJA4mclEOrHB8p+bMBQzU2Pp93eI5QHW0rvvPlaevklSmehvHW8Nx/cMuWwlO3FCw9jvppPr756J9p2jMf6+4LFUVYq0DYYTwGOAEol+M0PFa0WMr+XSTG9SSkf+DvHI3jz/D0UrTnQfB3AD8nLZJXhTJ/lgYPRgQGkhQgMKEWu+oVpfsvaithdQJpJorNx6k+VPTI/OPvgw0MQIvOqX1zh86wmcBaxnKPdAgi1xjFpsOlbNg7nO3Ikcp09gjl2t+gLPdPvz7x53d3d+O3dBKiVRR3mV15+DcB9HLPsYoCrxcXNAJbWiBbMySA3UILt3PmTYQ52PKYlMcp3aXkWU6f1jQ1mOMBk2Jr6evX9owbvwmLMv+u944h1nDlrD9N4LXkacUFwLTg2cz5Oz4xn7BWbiBxrSUCztb2CCXY/tXYdIf8d6YG47hhMssybwE8wqAyUlaUD52fn4p4xoMIaw72AJoM0DGgINg0Q6OfOuTWL92eypNn6+WnWtq1l+ixQ1xy8sjQb63S9FPYMsG00cI6gnA4q13hN15rA0gCQHTYT1t5toMThNBup2nwt5uAO7h0DffIB2px3QafsaPQBuZQCqAT4Kyv4szI+178ylxn0XlylNNwsjLfXaW1ti/tKmR3pbA9W03Zs0/unrLw2wLZJ2vPIw5KHyt42m1uamatF7hlkA2AWTHofGh2v7Jsa2yPBtzIwOfvYKPcfgFd/yVQym4FePtcdpHgUJXDYJFAEgIdtxv4Z9Few8DM/8zPpqaeeShdwWvfQBOof84LpqzBMTVx+VzjH9998FN4Xzvnm73ytAvBROAo5vMw15h96H36vj5yKhad0ZuB4mF9VUOaBe/qZDwVIUFneuHQHRmM0FKNswhtvvIGS38On8QMwhB9B2ad07drlMBc2NneHQmlvb+O5Ib35+i2iNbtDsUioyT6okFpaTgGEW9MI7epXND09zeeYwPA71OT7gSce5bNJAF4VzxPpxS99Ic2hnGSTTvR2YWrsCzDb1dGcbpCqYmZilFQpKGd81zTxfem558KULvOzTBJqmVOv4bgNhlBxejg+FafmXY+DchMdk3GPeSmFzQklTJ/hZ0itURaAGIwSh4yhrFlB3hU04flWIKnCry5AG20JIjxHuaPX49qCQiuTyN4VWCf7JHBTUQtCPARwglvPjb5oDqZNkwbbnuZDAYh+aCbd1p+zOg+TBYMkoJRBlfnZ3ARYArqM1raddqJhI3IVZsc0MF7Hdr77e74rvtcE6+dWZjGnn6XaqmBObU+z8Ytf+WIwS6dOnaLNVZjONSLHB9Kf/dm/Y+PyPoCbOSRL0qnTfcHq1hFB3tTcF+b+MiJ7TUkzN7cYGxiZsk3mTfDtmA4wExdKvo2ND7Eu8hm7R+TqzPw0uR2pVoEglZeJqWUONUM7vz4cnwDsAHZU8Dk9OxVtrCysBDsoYBRwBuPGPAsKfa8Z2DZlpgXI3jeujXI2GgI9N0lG3pbC9A4PDvN7gqKOZOxcpHBhzmdYs5pSza84NzObnnnq48FujwxNsB7KAIJHkCP1oVkPzk9bcxu+ogQNCWrxA5xBJl7b+dD/zmN/P3PsNJ3P7l5WvnEGBtP0M0ND9wKgWpFENla5uCYsP9jb24toqLYDKFxgk6RcqmEYlWdOhh5XAc9toDKKwSMGKNnG/CI5EpFbDyZso6oFqabAMe3RBoCygjYEs6XctymNRR+L/xQlcFgkUASAh2Wm/hn1U1/Ay5cvR7Trf+1hGSDyK7/yK/+Py0yhHPUtMpWLwK+KtCCWoLKawzGVBcpD05WKr2k7S4wbgAllXYvjdw6/vnJSVtQQRVyG4ljdoOwVzuICoUZZhbUFlMci4KQiS4FRV4N5ty/YEYGD5kRTbwhWTK5r9KVK16COCto71ovPFOfINlx69Wv0kcANTGibazjSw8y0NFIGrgqWaG0pvfDc5wPoqbh7utqp8XsChpD0Kyiq6YmxABJDw0OYq6nugUlxlYd51wRAtfQfbMB16LtQFiUfyAuJ7VCVQYDlZ9bLzcxrMHYoUsGBz9kjSw/jeYVH+f3vCkpYJetYNlCs8HkxH7Yh6MPlKxhBAbHX06wr+HOjUAA3AgTBoHIrw0woKN0rNzgHkIQluNAfkgzG64Jpz2TBW5h0ox8we/tco4R8cQY97CP7debNMRgJrKKvpx6s4EATpfMv+LBPmoedI8GFJsI9GEuTGlftVTBXnTG2ufkp5mg99fX3INdceuyxhxiLG4sKgIV59vCJAxyuksKnv78/fexbPpS+8QossCki85Xpzr3b6fH3PR4VSDTd5gmU2Mbf06CDPPn/Bhr7g6Wy/NnMApG9AF/7LojZR7a+XibXo2l86vDva2Xj4ZhWAGOuDcGUoNBAEWv4Cs5BcLHxUJ6CYAGhLGD5TlbBxt8rW10g3CB4niUOH33oPeGTugFArcnV8bvmdPfW3ZDdGi4Vyh0PS+a1PI0MjVLXuo31V5I6jxzjOpm89ggK2iDAyUCQmmoYwql5+l0bKZJMWg76jHJsFeXWV14OU7by9z70sD8youb4k713Tc/Pz8WceU97ONbevnOsHc6FrdaPU7BouhnXtMFZ1TXU7WZTsY9vo/7ABv3oi6Cpd4fck5qpKypmYk2YGLuN+uEtzZ345hIg5D2KG0hZaXa9uGjxn6IEDokEigDwkEzUP5duGtjxV3/1V+nFF18MVqUwLv1r/IPuDv2bWUD/gPudh8+vvPJK4Sfx7PcehXPizTf988lPfjL93M/93LufCOhUABU4sMtgqDxVaiZBNohAJa/ytQqDh99blktneBXh9gZmqfVFmIr1+F0FTFAZpqlVmKBVEuQKGGR0ZDIC3AAm7o0M0xIRsiRWXl4hRQXZjo0k3Vyy5q3+aPiOcc19bbEcTz75dICOF7/21WAOp8YHg9nQr6mS3+7BMlWg4BZggNbWKshZVwvow3Q9N0ufMMfhx3Tm9IUw+03NzQebJTCzvu06KTwsoXXi5Eny7gECYbroRIArTYgqPoGEgImXAegEbgabCLYER8qhBLYvO7Lz/Y2ArWAKtq/6uVnOTGVcx7XsgwqTwem5R6QvAMqoXhCgSa0FbYKXwjVs05JwB9CGrg1/KyujadLrCE7sU/QHxoweaH8Os66AxdJfa7A0muec42r6UQ4gKYF1wwYajNkOFKZVOLyWa28TQKOZU3bX39gXQZHMoWMSMMraZq4L+onOhP+n8lqEPfOQSZI1vHDxXDwb8eq6+OrXno/1Zd66u4O0h5+iaYiUr6ZH16V5Kb2+4xOwLS7Ox/cCzrIIYTYZs+PfpX5vX5xrgJXpe2xHxncHgJQD1Lxr5oTh9LWsnevYvg7hxqCMNHs24NeobPUfLAAnnz3PsRfaGR0djd9fe+sdftNCn5sxf1/ETNoWDNlb1VeiPdmz1lNU2WHN3MaP1XJwH376HHWKyT3Y2OpyC3/H0bFh+pwxgN5HHoI7r2di9mnS7zibAvBt0u5EcmrmzTm3f1nOwGwzYv93mEPlbhtaBqzsoQy3trN8gP5GubqW1gGeLM1ox/drbJYEgEb7swS5z7NNWRWbLOVgVLp9kaE2GMsId24c2skiksthm4tHUQKHTQJFAHjYZuyQ9lcF+9M//dPpM5/5THr++eeDAfnmoVhlwT/sBkh83/d9X3xlolzNlh8gWMLD51//9V8PFkO2wuOLX/xiKJ1z587F+//4H5Wcj//4yGEWq+ZhWhF9rZYouaaiEUga/OFDRexvx8M8nSM3HLV5R0b5vBFQSA456sEa3LG9Q26+qfEAJzUo3oODugAU66Q8EdjZrnVJx++NosTIN0iUb/hW8Vu14dr6MoCiKZzxZ/HXMsr3+PEz6bGNRwKQbC1N41dI3joUW0tLe4AI2bs1Kn3U1ZOaBr8zTZZVgD/BTivn+N6gCXPBvcvKAWZqATZN+HvZJwGPoEgApWLUjR0LYrxXXgIZD7/X/8/Dtky2LDrM6uxm0Z7+PoIwUJ76amlSEwDqD2juPU3aKtr5knkAH0APNi4UOWC5EoAgABSY+rlpXowwFZB7ba+5BZgwmEFFryoWnPldAQz43jEdANxdawI3+48PP9c1XU/GIFYGiHIcWQSobVtZxcCPiDCmDeAhTQsAAEAASURBVPvpcLyegRqCCtliQZprQAD3jZdfDHDuPOomYD/sm5HjRpJ7vd5j/RF1alCOvmuCSOsJ18sgw+gKLARkm5t8j7+gScgHB+9F5LlRrTv1ezDG3ZxHeTRY22AduY5j9XoCYPs6MDAQa8D1IUgT/Oiv1gugtH/6fDoGP882NMvBDsZ8MtCjmDfti20pN+85ZeshaLLdAth2XA+dfzT8WMtYx5X0YYsybT1dvemxRx6PgC03ZWv46MmwdcL2nTl1Mt24fAP3hxPR9y02R7Yu0NM8rXlX2RgstW/qJJhV78sca8P7x03ZY4/2h3wFuc6z681KN/bZQ0AseHYcdt3f2VcBrvW+9cs1dVJhnXptzox1ubaOOwCAbw9wV8U5AktT6ri+s80BTDt9dM5c05NTM/QlM0kb/FFBsvgaxlE8ihI4bBIoAsDDNmOHtL+afY3w/exnPxvsSsFnT4ZB5eLzj/3YjwVbJ7viH24Bo6DPCGAP08YI9H7oh34o/c7v/E74Bv7SL/1SpJf5fwN5/ylRGdSg47oKbnc3q/Uqo6H/kgyTLKQPQYiskLt++zgyOpjWYeD2AG+agg3osL8qJZWTD824KmBNttOwcn6/hOnNQACVWSRxhu0yzYpAxOhOHydOnk4CYatO3Lp9g9+R2w2F9uY4ZuHtrCqG6WRsQ+AigJOHkF1yPOfOn0o3b9zGx2k1DY68nobHp0nvgTmLQ3bJYIl10omYzHeS2rTWOz55gkAXnq2/q9L32Wt6lAIy/Cw+vw8ABX97sDb6CQqQVMAm/BX8qXA9PN/P0JXByMns5VCqAjJBnrIS9FXzWQ3sW87PeS/4CAZQvypAjv1QYQtA1gENXk/5lqK8fRZcanL3IcNq9HIZgTlGjO4jn8J17JP93CGSdYeAli2CP3ZJNixg8xqaRwUE2UOWUmY2M3G7PvT/Gxq6yzVJWQKQ66JurBG1zpNm4loScgu4STQTPqRzswK6PDkvb8V1GzDHIvz7G4rKSJg8OjpM/0rS+fMP43aQJS82/993feJfhtlycQEzPXkDwz7P2OrrLFcGUCGwQkZ6nqCMvf07AUita+3GRVl1d3fG2pDZfY0gIe8L2Uwri8g0K+NHHns4jcIGFuSiD6URu64j5aTsHY+vlZFy14fOtDfK6uPv/xhywGTLZgVCLh3r6oNNgx2jdNxjD783xv6Fz32OAKRX0nsefSzlKnB/IKCqhFq/Oe6tbUoA7rLp2uP+EOyb6JmJiOCV2flZahOvwP5NBiNe18SGpa0BOY/EnDsv/r2wQk/hHvX+eusSlVeYwyaYScFxxgRSbWYLP18CkjQNzxLxnyMHZfY3px6mdDsAfhXAzvnaZF041vUNWFbWo+DZEoautfVZ7hv+Xrhe3OBU4osoSLfmsX3ZwjJQPIoSOGwSKALAwzZjh7S/v//7vx89//CHP/z3RmCqlx/90R+Nz373d383/sDKAKr0C4mgCz9QoWs+NupXYOgfbRNB/+qv/mrhlP/s5x38j8wJVlaa1VhFd4ZyU+FbF3RtdSOSAasAZZ9UNsGywcRVV6tMM4Vg1O7UFAAF5k3FovIpMCYl1Is1QERFojJFd6D0MD2hyJcpgdXc2h5AQ3+xrs6eSHgrWNoEqKiEW1HaMkS5+ybHGpST4M/oWtPNlMOY7OE/VU1U6nlMcf/6X/04iYvHYSyn07/7t59Kw2MECTRRWguTnMp/nUTQgyOD4QQvQBvoPx6AwgCPLAgDxQZACwAImFqnzx4qXdkSTawCT8dimwVAZhqZwnk+CwQFR3EATMv185PhY2wygfsAyAJDp09WTkYLYFIBO+ccl8AsCWhtR1l6mMBaBS/IsQ+CMRVz4REn8U8epsfvCznj7LuHbE6wP7z2N86l7euPKUCSlXU8jdSbFdzp63Xnzp2ICl5aXmADMIPvWmuk3HHzcnfwNoCuOeZpeQlWEqB1hKottrtLYuIDAMIsJkxZw7VVXBsIuvjQMx/AXFwHw3YPmWbs1O3bw7EJkf1rZT0MD0/GZmN+Ad/EZOWODvxE2W4wX45paTlLepzPN4eZ19RB+i96XefN9WswivklLf+3yfrV70+5uj5lNP/2S88GmHPcrms3EuvMgfNqtK9jsS2/1+Tumjay2DlzDhYAuJbSq0FGMqdWeVnFZ/L4sYHwX5T1+xef+O705OPvi+uOjY7wW3wI2bxsA7yBivjeLSEXklgjG31p83U16RV8XY2Wb+88wrol7yAs2yYJ1p3DOgM1DrJqNfbDORQIO27nrYWAKO8zxylINeLeFC6ea+UTmfrI/7eeuSnY5h6+e6ZGEgDqkmD97a0qEjqzmalgzXqOwWGy9xsb1WFOBqmysYMd5u8Dfzy4Zn2A/rGxiVhnxX+KEjhMEijhj2C2bT9MvS72tSiBf6AE9AFUER4/DViDeZJNEDDIMKnkBF5zmMt89jvPJ9dzKBcVQmUuqyk7NTmDgiglP996MAAqRhkSAYtpMPytbEwHSXiH8LdSkd64/Eoo1zqUxosvfiV1wcpp6iwFcKJ1UEFZnWEZBRWMjJ1muykifr1NVcwqPP2aNHGpmMsBb4sLyyjWDMhW5xtga46nH/8ffgrFP5Oe/cKfhYKcJuGwoHmBsd27OxggzKjRM4CFZgBke0trtKdPXqYcYZxI7yEocEyea51j3wcQw6nezwVVBQAoaPC3PmR44k9LjM0KepsExSzx271guPQ/bAIcNQIyZAdlBjUDq8A397I2/L3BKR4YmuNaXlN/MRliTfThr0eEtbLxugcllTCn7SGX+oaWkO0K5nr77TlNnCt4XJyfhmGrTseOdmK+7Ew/+D/+qxiXrI7nCiZs2zEJ9vX908xYWkbOOADF2voCaYoo00Z/n/3Ca8HAdXZ2hUwuXnw4cv+5doxaPn68jzVXjxlxibZJJQTIdFwjo/cIKDgOgOsIE64+awah3LlDMAXrwuvLON6+fYtNwx5rksjY2UnGAXMqawnFqvnftebDvgrs7ZMpT3STEBxqkl2hL4JDwZLjyzM+wZ/XGCannQyfbWgult11/ZsWxyhg/QpNv2R+P3NTLtxdTM985GOsaZJT19ZFNZA9+qL5+dFH3xNjNgVMDWwbUxoA1JJq+ZYqNjCsAYJvRieGWfJ71AOej0jmcsy+phtaBGzXcX9aRlA/Q10x7HMXQTiCPsdWGKvg0/UnyLMvjk/XVL934+b5jm9qdho54RuIS0YA7ZYjnJttRNxEeqxw3ZGRe9z7M1H1ZYBcijK/m6A98zYqZ10Ehu4Nc59QmYWSOSusC/1TfV/KfP3b/+MvY+yuzeJRlMBhkECRATwMs1Ts44OXgEwdwG9xZjYAYSWgawcQtUruvBpAlaBwbmo6QIEO9kavqlBKG2C+1mGsMGUd4MR/7sIAAAaFjvnL1BB11dQK3ShN3e09aW2uJA0vYS7eaUpdjSfS0e84gVnsVRiJ3dTWeR5T4AYVEnoC0HUd6QSUWLFgJ/WhfJ7/8pdQZIK7uVRKfVuBX4WJi5c30xI1dTHU4luHKXdkMhRfBUxFR1tz5E4UGP5PP/79oeCtUiKY6e/vx2Q+HQrc7wUG16/fSOswfVX4au0TimrOvA1r9QKkygFSKyjqXUDPHqZWuDec6YlCRrGWo+yVUSns4xbnGDCjYhawBcsG01mKU7yvCw+v2QTYU5HmATBVMoL3AaMRvoKyHRS5EbO5Uq5GWyUA4HwdAB2lLnD0+uUAxx2uu7kFO7OLTxaVWSwevLuX/Snbr8bpn0S/W6R6qc1rBoahWiWtDj58FbS7C4DU7AhWiITL+1xzzjEBCGRCWzraYw4EfJPzw+nsudNpZXQqVTeYliWr6rG8sUhqk960COgQKLUgy4GTJyMlkKzZJBGpBgWVkfrlA0+9Lw2P3GXO9/HXJJfkzjLBFnPI7CB1dh9JZfskPGZ9NQNMV1dhd0u2AYFlbDwWYPvWCNzI0pAIbvQ1NHWJQM/cfrX0eRV2L8eGwFyMfl6FmXINkCXIWzG4hTloAJAsA0TdYFTQXx/rbDDKCbBpa2kPoCcLKICTITSdjyDm2s3rIYvcdlW6e4/0R5OjAbbqAGNf+fpX0qOkE6qtZw2SdqgOIHWiuz1tkyOwSvDGtfEsTcf7BtIWIG4LUL9F8nEwHrksZ1Jur4z1OAUj2pTKuF/qc/WkiplL/V3Hw3wLAgzA3IzMW4mgzpVRYQTm3M1PXz/3HPIYHhtNQ2yulmBX+3oJuJkiAniFWr8r+qiySaBu8NGa3rRX1ZiWNm7jJbCZjjR0pVkipY8eg/llA2IJR2W1gTwaMLn3HBmg3xUAwnXybE6n3dJVmNy1WLcnTw6kliY2X8tzmL/HY0OhCbiykoTdsJnFoyiBwyaBIgA8bDNW7O8DkUBEB8L6ySgJXGQNZNUELEvbS/GsQtWEqzO7TIKgaXThXiiHPPnl/M0WYK6K1COyFLJ2+oPZxuzcVBS+39ow79x2gLH+cx0BIvVX00Sl35WvZYpUlrI2jz/+HkBLaeTqu3PnFkr2PekqrIvKWRZR9lKQIcMh4yVrqf+XfbUPOvD72goq9u8e7wVdAkhLm/l7GUoBYWMjqTYAgI5fOQiCKgFHkaQZtFBGxLFjMemz1/LhIRDeAhQKkj0K39mOfn+CDmKe47d+b38856Ai83XzswIw9HNBlOcIEoPJw3osWPHw2e/MuyeY3aHtXYCX/S3MnQyQdWgL/bG9ffzLBHGa8jy8TsF0uMt8+l4zr7KcAaA4Bz5k+Ux3YzUXZayPnw99NJWzzJuHPmYybD09xwAnLXxOLjj6qZxtR9nbD+dMV4ONjVmSNa/yvAZrBuiDzVNeDfmSYMh87+8932u41jT/N9Rnc1bon9c20ts11VzfkE4CPDXxGpyge0BlFXVuAfyOa5ZgBVlqGVv7Y5JrGS+/b2/vCGZTc7ZMn3PqeY5ROQpG/UyWUEZaGQiUfP+R9357mgG8rdBX2cWIuIV5rqfdaljjdQJAjPK/NziULpw/n5568ulYm7XUzzXP4cTEVIw9kkjDnnX2dAZ77kbDNVAD66kcnnvhOczq3XFfVpXWRABTb3dvOtrdF+Opq6NUX3s392DmjvDUe55MTZR0c/3t8plzVMo8X3i8PbsHtoy2n00vv7IQ91MnSaN1x1DeZgSQRS9l46MsG2hHOb155VU2YVnSev2DDQSxjJ/3UmFuK8qNvC+mgXFtFo/DJYEiADxc81Xs7QOSwKOPPBpRf2+++WYoik1MnPqdae6SDZF2UjGoDIN9Q1Hpo9V5/GiweOgqTGLdce7WJgALc5DVCQQlOour5HM15E8zJczkEsEgJMZ9BdOrgGov81MzGUqYFwFufBhK6sSC1SJyoVR1fPf6+nT5LLjzUDGr0AUQKnoVt2DDvmu2EtxoyvM3hfeeV1NTG6DCc1XkmsEGMTeC1qLNd8EY4O0A05eAKQOAKGYA1i4Pz9ml3X2YQlO8ZMAtYwCNOLY2cvQRFsjD72UH/Z2HAM92Pey3fbSShX0KIMdruhOH4/P7Un0D+Y3fm1/Q3HM7MESyhp5Tet907GtGEk76e1zPeayEcjJlje0ILrZkamFLVfLOlWZEo8099PEz2tf8fjKxY2NZmTgBztIS8wnrZMJur3Pt2g3Azwygi/q1JZqVNTcaDFQeQEl5CxDN2SeQ07zZcaQ55G6tXxNIC84EKYIofdGC5YOpsxShAHBkZCT6ZWCDCYg1XxqxboSs4H2WwCSvY55DGew6WLvh4RE+szQapk8Y7Ds3bwWAE+TV4stWjkl+m02Jue30kWM5cm5zgKx7QyO0tRGg0r47P/qN+uyaribZs7kyLXk4MDCACTurmaucPUdwtw0AfuShh9MHnn4qSjy+9ealdO3GtdTd25NuDF0NgHXxocdSX19f9L0EuQhCJ8bn0rd/57eFLEyI7lp+4vEPhuzy3Eez90i9sl2SVhs20so8wUDVdJz7qK2hM9V01gRzuUallor9dZj0BVwLKJVH0IkA8PVLbyKzUsbZCOvXkJ74wBP0fYg5g02HaYX45jzkArNshZg92Eo3Bzn8VT/w/qcIuMlS5wjeDdwq34fNZk7mK+ZJaM2mBUBeVloZc1X8pyiBwySBIgA8TLNV7OsDk0B1vh5HdNK44MNj+TcwQaREgSsKxcwThylIzNO3QaLZ6WCZ+k6fI3L2IRRiFjm4snI1lPgWitK8bhHRiDIpLSOaEtaqCmZgY5P8giTGncT0pWI1x5lmUytVCCYMihgfz3KsPffcc0QCPxbMhIDT4IVXX389GEiVpmBKB3+BlYeASv8tTXcGLQgo/U6mL3y4UMoCi2DWSjZC2coEqXSNmm0GSFQBCmxXgBVgDRy1jyN8ADXGj8ZLpZy7S0k3vxfaCQwNDPa9PlAMB+CWmYB3BVy8FvTZy3imT55r3+yLgEzQlAHmLOecZl8/K4WFs32xpKlGZGl8v81vbMPxWGPYZz8XoAu27e8eYJDLRhoPA192yzkfc73n7OyQMFl0Scc9x8Ad60CPDo8lfb5k0sYAXfrYCQaPMFeaamXnWpuI5AacydLqs7lPAMHWwVZaW1qnZGAroI+k2jBGzqdpTvQHFHzLnH3kIx+LeTRdkExiA6ZHWTU3GA21LWwsmuN3MniOXya5vMz6z6wpwMjqykasG0GGoDDGy9i7TncFiDpz7mLUplUWi5iJBaWtrQepH1Pp7du3A5BOjI0HsJO1co3oM5eBwLVg5Ix8ltVqaTke5l8BqCBVcOxa8XDT4RjvEMQygRnVUo0TmLu7u48SwPEqZvaa9B3f9u3p+rWbaRzG+ts+/q3pfU8/GWO6df1GasR86vwpk8994dkAd25ELFcn83rj5p304Y9+BDA4m/7DX34hfed3fmfq7jweY2isq0o15YCy0vpUW9EckesrBMRErW1KvV17+2bqAIAfhx3cW2ddkWzb+2RteSWdfOJCyN3ybsrfsRmEMo8faG1tHtmTkJo8g3ig4v+nS4HuDGwlSOrd05NFPis3GeE15GZd5j0WZ1kpkdNsHDc32KSUZgFTIajiP0UJHBIJFAHgIZmoYjcfrARuomwETBPUba2M6FTMdTAiKigrE6hM9/xjDzMnOyVYmpmZTW9d+5v0Pd/zPfjuHUWRjZCYGTMuJiEBTQ2MgcDBqhdrJIseGx9BMWRMk2bFcnzCIIjAH5wLCMpTzkrWUHPb+fMXAgwdAAAENu+8806wRjIr733ve2PwMiwCBIGD/RSwaBrWxCuLI9BSSQmwBFaWqasHCAoYZGmamqgQAWMUIAPWcYkKEasoSINAejuPxu8FMECoAFO7lEvjRSTMhacjdQrJiAE/lnXzPOsAa/O1rmzpPqZGULQPvysAVANZPPzMh4fjs5/bMIb204fj8TAht2yjiXZVzLJ2RihHMmhkIUjUjFlFvkXNdjJ1mkdtuxZ/rAoYpVKCC2R1ygF/gkLlIjiNa2LGFFQKZgK4Aghl1V5+5esBbkzMLFs0RRkz5WaU8OnTJ2MNaAIVOAkGFjAHCl5sQxZJ87u1oQUXBnIcw0fQebBvrjHHIpj0XJkogyH8feP51jDJO4eCeFk2WUnTDllz2LF6zfLy5RhLBdG3C/i8rQAKN5mPpiZyQTKn12/qJjCHebQlDQ2ORoqS9z72nnTh7MVg1aZhGWen56KfrtW5Fcq0Ye5taWmjj5Q8YzwmnXaMwOcYo3NiZRzzSjoOy6/19/enT9/8D0Rql6Y33noznQBkvn35LdYkDCQJpU1evoZ8dE04drw/YwoJMvnMZz+d7rB+rdftxqStfSlM72PkTDQIxsold+6yluf/kuAPTLtHevF5zNjIjiP0iXtHv8o9gsJL8IXdwadyCqAomF3DL/bC2YfS889+MY0OjqW73NfLJLX23qnFNH91IQP11m42D2cX1XIsrVhWznpkoyOjbcom11N9A/dWKZHz3NOCdNlbwanz4xy7JoxYdlPoBq0SJtXNXLl/B4pHUQKHTAJFAHjIJqzY3QcjgVVYkmXAj+a0ChS1Sk8TqaagagIRBCWWaDMtigo2A4b4h6EcbsJw3Ls7GKBvD8dyz5U9McWHzNsavkbzM9NpBFavjiAG84aVAA52d4l6xDewOlfH5/lo19Es4ns4BaMiYJAhFKAJ6DQ9+ZnO5zI5Fqz3fX9/b4CZeYJGTA0iS2iaFYFqV9eRABaCDr9bRWkJdvxOk5+KXCZLELkNgNBcdtD+d8miBQdlyKQc5R8mXvpusICxuAIpgZa8nnhN4OShoj3gO4HLLsDZ85RXAfDJCAoqBdUCscwUm6V18beO13P9jd8BNQHJGcNZGcEEZWkHUGctV4GlfdeUZ6Ss5fNMpFz4fQ1KW1nQw5CvkcUyrMrN9D5bpCEpu6/cK/m9166GidUvUhOffdTHrrSsLpg5gfPw8GgAmgJjZkDKkSNdca6+eObYy4AjZmxMgsr38uV3AFGk3QH0zM6QugVgeuzY0TAtNje1IzuBQ0V66aWXAoh5HUGYvqZuQGQUw08VX7YZgNvg3ZF4L2ishb3WdIwVPlL+5FnL54k83t56PdZw6+nWACqabc+du5Cm8dcTVNuXHOtQmZ9/5D0hH1/L8gmANG97fefVDYsgKJhqZKf8pqdm0/jYZBo4PRBR4c2tLemd61eopdxGYMTiu6mEKnB7yLHmrt++nmYXZ8lNeSOV5cqJ+F1Mr7/5Bn2eiHJzOcDZApuQFczkFZiWjWg3796N+yXlHqaPGwTzjI/NpJ3p3TQ0NMQGYycdfetKbEJM/GypxePHjxMIMpcuseFpwrcWnA17CkDHDFzPOpklCrgbP0PHVpVrZywkQV+itBtgfHcvywXJFiXA4CZMoOweS433MNErGXO9TSJo17UuArKgyt9HGRsATfOVbCqKR1ECh00CRQB42Gas2N8HIgGdvVXEUYuXXf02f/RrYZpW2dkbBKF/mc77Ag9ZLNOjCDJOo/xu3rwRr/uP96EU8MMj8EN2TxPSNiZTTXia1CpQCjIsAhJ/W4KSFWAIGHa5nsCtgTJuJaSDEXj5EExOwY6VE+3pdX3/J3/yJwEMNSnKaAkCVD6CIRki29R8qGIKdgUWSlNhgD6K2fu51xf8yWis0j9/q7+an/t7mR/BgPn4GEx8DwbQxsuDc/Dp8zzPsZ/6VtmG6T9K+Nx2ZAI97LdgzvN9xGdeBzLQz/dg5vytvzHHojWRqwFiKljHtwvAMi9fKecJ0AwOCFDJdwUwazuyN7aRMXOygPgmwkyVknpHmFoLU4P1OMCQUa0yOLarXEq1WXOYC+7CufPp9cGX+Q6wyzWWl5fSdfzWZMiMxFbe+orGeAFFOUBmL2BOQC0DNUydZfshMPQz2UrBl2bg7/yO7wqmWbPn7OxMtK9ITCOyQe1oWUkfphgRoLiRWCZyXNN0KQDR8S+SPkczrNUnZKK9lr54ba1HgtktwXe1p7s3ANulV19PlYJZ3BpGRgjcAEBuAWzDpEuErCyjc3Ib/z3Xjtfc1/+BRM6b+Abeg61TBvo9yqA6vsrKRgAw9Y0BOjJh9le2dZ12W9tbYB5HgvW8TgJ0Ny62uzu6lybZ7GxyP12+fDnMxB/9to8ANm+luyODwTA6J5tWAVncTbOs5yp8X/VtPHFqIH34mY9iwp1Mf/M3n4/5WhheCbZ7dW0ZYHmLdEzIhvvJudkmEn2CxNZLRPDPzhHh292ZVqjSk6Pc4vL6Uqo9Vg9gLCHn4FJqKCc/IPe7a6uKua1jLl03rmnXhelotqjXbGAJtDZzXRbrRrbbOs5u8ExkrW+kgTS1sL3OmWbj4lGUwGGTQBEAHrYZK/b3gUjAKgZzsF/ohQx4wHTJmqn8zA9oag5ZDw8VruDF9BljY3cAAtsRZavy3CRBsYrs7bffTsswGf3VvSj/fMrhG2RC4NXVLChBcCGrom3ShMi3b94KwHC0pw+FmQVyqIf1W/J6XrupEWaJOrLnHzofIE7le/369QBBKiJBn+erdAVEApyrV68GmyXoExg5HkGbilw2R/OrIEolLaCw7wVfOoGB1y4cAp4AaoBaAViWriVLvixQLAUwxyGYQ0Fm5t4MxAnA+FF8bZv+PkAc/QzwBkj0cxWv/RQIVmESLgdEbgkIy7O8disAKkFQBYC4GlAl+2fggJ/ZHi3ENTTNBTDFN9OAGmYs2ESDeWLcsE0zpBlRHuZh9LkMtjcHkPrgBz+UfuN//9UAyPrjWf6rnnMaYJBkj/SfU0bHjvVF3zWdT8CEOUcdbUfSzWVrMGcMkEygDKLVQJwrzYkyVM6B/c1Aek8EaKwAyATlykOzsYEFmiE3KHFWyu8itx3BCIJD2xRcygR7yErvA5AEQEr5ha98NfIZ5vl8enoGn8WmYAxlFs3JODluzez9AF7mfJxlPbgZcH6zJM8ZgClEwuteYH8do7JV3q4bz/V3d+/ezRhKwJeBTj40jW6S/2+bubxy7SoyrIsNST+A7vr1G+nG7SuxDl17pvc5deYE85kx4Y5VYCkIrcffkoVAJZNX4vyl8aW0Ms39lKjbTCqd8hrWG+B/GzZwdGYkjc0OkzS9ObUQZDMOGM23YEY/wFTbXJ1KKrON1j5JqHVndWNnFZa9faP/SQTd3BbXsMKK7LP+njs75Xy2CntuPsRqmPjJuMfYarCpqGKTyEaCiPbyCthslxv8uL6FxaMogcMmgbJf5jhsnS72tyiBf6gEZNR+67d+KzW0NaHYTOhLAlkU2zJKXVZAU1kVAGADpZfHQXwLIGftV5WDirykbCM1twAOKANnWbRRwIFATPBRhbJex4S1uQEYAujtw47NEf0rO1BL5YYu0mCoVLcx/8kQaYKVkTpx4iQKR0f/jgB0ggmBglG/24ChGzeuBsty794Q11rmWrsAAFN9kEwZv6vFRf3KmvhNPtirOcrPlZWRpBomyz6oxAUMAj4Vvn3o6+vj2kSTku4iTx3TagCGzy2AyVXG4+syooQ1BxrJugZYUUFbBq4a+dieRxmgNtoEUMlEgfoid2CBXdwDVO4AHnbvM4f681mmTEDh2Pxc4CkIEpR5WKcZoguGByUPmDBq1z7bplVQlHWwVlxrn3NkZ2Sr9L3E9gur1RryM82OoFXgItA1990mMpDdQvujwDEt04dKtPjF9z2EiXQoxrhINYxqTH2rq6RVoQ392wT782wYnGujbAWv/M8h1JSJagggIRg7f/5iBFx4XedKVwMZOFnbxx57LD2Lr5qMoOMYGOhl7qgPTP+8vj6hHR2d8bwO4BMsVdA/2TbnUzk557Y9Pj3L1cg1OUTqH3Yy1vSdZ+6NcG9DBq4La9T2dHeT7HkwxuY6Npcj8Oc++0clGdqanZ2h/eVYF0Oc6/icI83ZG5jZXUPOgeCvGl/AjiPt+OgtEoB0LPUP9AcjOIFJtoM8ip2AxEb6uA3YukQE7iZryEjuitxB6untJvEz/SdKfvcAlg0GXTB4jHYmp6fIqdjM/YcPHoDN38rQr8Dc7dCfEtIt1TTha9hYm3bJl7i0upA29mHLq9ms1VSQyxKQKkDDJWAfP9ttgjg2CfzY5jq2N4Nbhi4ABnA5b97DR0gF45wauLOA3+Au602A73j1352cHGcNWB9a0CeziyUAq4D3hPf/agDFlQDJr750LX3yk5+M33KB4lGUwD95CRQZwH/yU1Ts4H8NCcimmV7lzNksyu8zn/m/ULrWcK0PJauZVmBiTjLNnTItBhykA5i0A26bA8x25XlMgT1E+9aEyW6R5LGyWe1tXWmHc3NVDaSK2cXnaQylQqqWlOVo28LHSwDY24sJDMbj8uWroXCNCjaVig9935paGqMPggMVt4q6wNLJVgoSrfErQ+NDBa3ZUsUt43Ty5Mk0PjET3xm4IJiQyfIh2FK5l8O2jJCX7UgzCp33RnJaTUJFv0I/BDQCPP9TKe5SCcUycLbPBSXbYGYEYTwANLuANV7qGBh9zcBaxizalof8nADDg2/ivEKfg5kDJBa+93PL3ZXC+Bhg4vht04d98NmULpoEBc679N3+0SESOxuFzXf4aWm2bW1vS3sTGeNYjQw8ZMeWCX7Qt+3Y0b4wkZowW7bWoIfp6fGYe82f9skNhLLsoNyZcy2zakky5X727PkA96Oj47DJU7x2nrOatV7rIkzuwuJczI8pY0x1on+h/R4cnIDxrQMQNkVKFufcKhjKPkzR5CUcHgbEkbhYgNRF0uUtA2/ov5Uqapnbl19+OT1y4WIAPcdfWC8zs1OpkQ2C85qxebBsImUO3wtmPBzb0L27wbLKBCp7U9bIXssIyr4KhGXL/KwWdnoOP1VZaL87ftxNRXkapJ8+65/39IeeCibT8RyUZPeHczg1OZ+6SMrc3XuEVESD6dLbr8MotqfJmZWIyLdfuTzR1mw4Ssswz9Znrg9u1vTN3QW417WznvfwT2UdbJduxr1QS0QxSYeQPcCPzZvrw4ojgrUSTLqaewWVAr4S1tSlS2/HZ94bMsVGUHsfODfKb4WSjfnajmzO2TjML8zEWl/fWOJZ9jMfOSMr729eQpDFf4oSOCQSKALAQzJRxW4+WAnIRAlWTp08jRmoEcXbn0bw5XrttVdQAIuY//KY6SZCKap0BYLLoyaEXYjgA3mf/b1ZTECaX8k9trgKO0j1DEDgkc7KAAiPP/FEOj7Ql/7iL/4inP0joSxgZW2NoI3S9fAfMnBC5//HHn0v18inQVg+lW8BrAk6NCeq5HytYhXACfZUUAJDQaC55AQkKmIVmAyT56h4VaYq9/Z2Kk/AIBnwoCKXWZohV5xmQpWyDJ+AporPBTlzmLo09Xq9GtLZRNqaGky0CSYwQBh59ACJsnQyacrTgI/oJ36UPuuQH8/0hQ7FJPo+jLRcU5DhoSk9Rx/t34EPf8v52wI6QR5sTBnner6fC4w8gn3kvYDNWsI68AsaVOZ+Z442ZWJ0rQ+DNpRTPQzmPjJlIgD+i+nbvuXb05W3L6cVavCe6DtFhOpE+A9WwdDWwqKdPXU6ZOLcKKNNmB/lpemyvqkek6hBOkshY/0GBWX6gurHJiN7r/wezOC5AGnTpE6RhXQIjsVo09ZWagG3wEwCzAwa0XfUmsSXL78dgM/I4Z6jBp4gD4DHwqIVOxJAajKdICefvp/jI8MRmV6O7Ofn56iOoTtCJYFH80TDUiYNwOM6rq5uThuxDgl4cP5cN4BdfSplKd04aMrWpcDv7Ke+ea43fV63mKslQK+uB26MzC0oe6hPnoEmri1Bq5uUMtjzjq6O8N9r66gleOpemJFPnz8ZEcbO5zpBUyeJtHYN+14/R9k6gfEBQDOXJ+8eNZFd+8qrjH5UN5IeiL64tk3nZD8X1+epZMN9CMgT7AqCvU/rahtZm4BBPt8APG7tlLKuCEKiv45XMLsLUywL71oxSnwTln6J6GhT9mTrzFrhph3ajRQ41hX2nqpmzQd7XbYZ5xX/KUrgMEmgWAv4MM1Wsa//aAmoqPSf+4F//UPB9jz00EVMVh3p8ttvRfWOUycHQukuEFWoMrg3eDcUTWYSQhlVrKPgWuEYKtIkUZHLKwepsb4NMxZsHdyDzusDJ08Eg3f16uVIlWGnZU12l+4GiGht6wx2J0p7weIJ0oz4lKES+KwALkxTIdgwDck+Tuf6XgloCsyMwE/F42cZwDH6lTq6KESBSeGorm4MwKKik3V84423UGIJBY2/GcDG1C5nBk6mlbmldKy7J3UBDg2C0Xy6g++ZhwpVgKhd1qooKuk9FOgsJrM1qm0YxSlY2BJQAdTsU/X9/tnPeGC+9XMVuHVpBZj2yTxtHrKZAoeIuIZpVA4eKnavJxgI9pJ++SwYcbwiTJ+9hgChv+dU6gZ8NQBMoI7CQb8Z2XptAcv66nIaunuHNC4wOYyhr6cbea2ngSeeStMzk+l3fue3qWLxfPqBH/zvAA+76bnnniUlzBhAp8HmQtb6icnwuY4E3+9cfzsCgZSR/pxGCBtlvrS0ApPUEv3VzJgnTZByagRUOE9uPNIefqWjlI4jYliwqA+gbOPoyFiYtFtaCTogOfPc/BTAazXSlDQBOF2POxuNVI55PAJ+vvLVFwCf7QB1UxZRBg9/vKGhu3FtI1jL6byASVO0bF5374mQm6x2oUKI4/G9cpLVs5KKAM/1VZgDmbGTp/owNS/GWAqVZ5yrrq6ekImBJppRXbPrrEXXtxudHKZec1YalWzUuzJwfg8A+AYttcBG275ro4kqJ1euvhPyXaGtfagKNyoCdsegT6hpa9w4uBaMRBb0lbv+uDv3WTPryNR7IV9HombWsmvLdeSGwv64qbItUxu5fgSsrk/75QYs1h6ym52bjjEIAHUDWd+kvCNtmDhegFtRjp8kbh9/8L99OTYBjrd4FCVwGCRQZAAPwywV+/jAJaAT+8DA8ajqIQDU12cOU5mAqwCi9AOz/mg5/lUqQ5XHPqXfanIwCzABkAkknMWshkN4c0tN+sjHPk4041z61Kc+lY5S+UB/Is2D5y+cRTm3ppe+MI7papVkw0R0omRqcZKvBJRN48tlLrSrV6i9apqLvmPp4YdJ60EqkNHxsbSMAlJpq5AEOyonD1+rrGVOBLaCApWhz4IRgdLWFjkHUeAe+hv2U2VCRacynSUQpqerO5TytcUroQTjRP6x7VUYDkGVtYED/6FUZdcEA/rveY6Mlcpwk74ZvCHQMjikDACnUs3O8bQsCMT2rerhd/ZzO0cqGUCl14nf8nvb1EdLEKiS9nq+9vvC2LaQTeEzwaNjzIAhDA4BFPr+bchmwq5F35kv5ZdHOdeTKuTunZtcl0TOVODYg82RhW1qbEs/+AM/FEreHHFf+MLfxCZBha7MrZKh0drX+Tx9x59sZmYimDrZUXMyyg4W+rm3Z149E1BnzKa5//TVm5zSJWCJahTwyTM7AZScX+VoPwSCHbC1mi3dOBzDb+7EqZ4IOtAfbRPGzJRAkM3p5Ze+ngaH7hDJfI7NgSX/NiLliSmCbE9mr54Eypr0qwBNTdTxrQaIHoddLMhSYBOyYVxNzQ0R6Svb6Dj0M3VuBGWOzejXN159Lc4XrDUDZueJNPf3ph3yswIDKBtoPkeBvuvzNKlqJidmCVS6EfeS7c/AdvqbPHV7PdeIZ6/jOm5uwpdTlwzmc3FpOh3tPBL5H10PbjpMTl4Hq+u8zwIqZa6N1pe1BuuS4Jz1hwuA7J/g3XvbcwV/B7hyOCbdC1bW9avNZJ/dMySGZ7/jmJbwB21oIFE37zc39tOtm4Opq6cz2F3lUol/r38fKoul4Lg3isdhk0ARAB62GSv294FIQLOcTIlO4Ldu3UIZLOPP14nS3cU810b0bU18ZokuFZX55AQte0T1Vpbl0zqKvQLFWkZE8AZ+fOtUHnj99TdDMU1MAARgCTZIG6G5r6KK+sKr7eHjhO4iBQhlw2As+vqOhxK+hQ/UTfogkOmlIkWOoAOTVMuuCT4suyVgk1lRUXmoBFWUMkoFtkKTlIDL/vpaELi8vBUsjmBJNkTTnN9l7MtOsEZe189VfjIgPvtbr2FbfhZADLZFxeqhUi4pycxenuf3KkyDNPCVJ31OFjmskvTaPvb5sQyibQqmC0DWMRmNWwCB5hSM8/lNlhOPCE7OsR/+Toan0BHnRPBXAGn2zb5r6jXBscDM/vlbWbiqqixNiWCOvMARYKDpOAOyB4C/E2l4ZCj94R/+nwHU+mF8bt2+FmtF3zNT+pgvsDBeTYlTgC3Bin2pIJpcYGGfrJQhQDfPnkEqVbB7DJ3vyVHXVBtAvLIyK+9mVZJ8TR0JkFvuBwkRSUy7slaaHaenyTu3MBlRp/r/dXV3pKp9c/pZxeZYmHnvwmy+/8n3x/id07PnTsNQZeZ0ONxYB5VE6/r4yldeeBeEaa6OdEiMr7zcusbKM4tMd415aEq2QorrZgS/SD93rVlzurV1Ixht16LANNvQtAW7ZsTstWvXKKn2JBsKauwCsrtIWTNyj8AVhNHZdSzm3hyDJtVeJYiqCwZV1rK7uyfkLku3vUm9bADfFt+7zrZZy244ymH9cPGDySY4iU2GqXh2kVcV66QRVl45zOxMxBiq9eeF7TOlEUZiXBcAkph9F+az2t9b/DZPEMkB9+cGG6e1NYKmKCeXy2W1lY0gNtp3dnYx+iBbah7AKuovmz+0eBQlcNgkUFy1h23Giv19IBK4iLO8kYq3bt9A4eWCyTEHWq76JDt+mDmU3TA+gfoHmcS3q7MrFN78GP5yKJyNdVQIYE6Dk5GbBpWMY9Y6Apuoj938EkEU6ziTw6gsE624eGM2dVZnpr+zZy4EyGtr7Qigs4CpcInoXpXqOD5d1huVTSkDTMgg5mAv9BnTHCd7pxJWecrgePis0i4ALUGSwEPgU1tbEYpYBkZmqQCUVIwRBUybghlN0AZP+BuBzGpEQpLEWgAH+NJULHAspMfxmjIngi3BmW34wPMvwNYelIuf+72PQt98LRizXYGmh9c04baf+Z0Ys3B+VGnge9/bfpjAAUVwfjFuf5MBryx3oXn9BAF7B1mAhn22H8pL+e5u1wbwycBkBYocIM/8X3rzLTYDHfju9aTv/Zffy6bgevr8F/4qmDNlK1jNAZy2SBQseyfws81S/Mn0WZTlco7MCSfT6vkmhZYFs9/6qelXp6+im4wjR/DZg93dY2zOjX535v4TpO/DXjrP9sf8dnPzmD3b62EaB/jtNqB1nlrPkym3PxCyO336NCzwBIDzVDoCOHTu9UO0nN87VOlYXV0JltKcfYIx/UPbWwhUol9er72jFQY8C/xRvm6M5uZMkl7O2tFX1JQ0q/HejcJD50/Th9UIYLENZancZF2rYO5cWwawKHuv5djaYMC7cm1xn2wDrtpppxEzr7+fIfpXBnwBRnoHhvkkfrnXr1+Ndvx9c3NL6qeyipuiOSKbNVU3sW7NlygINOhjl7yb+ab2YJM3AG6W6jMZeI4NQDufO05rPG8AtAsA3lrMyl4g6/ULY1lYWIq1KZO5MreGuXsJYI45m/VT24F5fvxe/M3YJRP3JiywUd6uueJRlMBhk0AxDcxhm7Fif/9RElApmQbm4Q8/nkanxtMifkLV+G3V8Pie70Lx37iVaipr0jDO6vX4yG2urOLPhkkT4LI4N0NKidK0tIbJaw//JR67B0QTlm2lU6ePwjBNp4Z6QMLGQpqbHk0DvZ1pDyZwm/NzsBMYjSlz1ZA28OUaHR9Ob779Bg7lEzigZ+XMTDa4DpgspdRVX8+JeGDto6TcXcCGpl/BC75fOrjjxN+Ez1RXZzfsozVO11HA+/hSjYZZS/PyJH5qFXlSnZAC44C0GGNcc4W+9GGeroCRqgP4VGgbA3HliVY1grKeklwqRoMuKvFt0pfK4IByIjpNbrMMo7O2C/OHMl0EWNjeMmBgDTkafFANkDsALFplo8L8dYAhgwRkDg8ACAewOFWMwZQ020SwVnNd06pYCaLEvtCGyXg1f8pu7co6QvjtG6wgAOWcEsbJCVHDuLWxGQXfEubAhZlZWLR8WsIMb9RwE1GqVYDoHIC6BSBu+pk5TKGlmAnrAQUtHT3pwnueTG3dA4zbHHxEQAMWc1X59NSTz6T+3pOkOiFogLJj7e1d6dr1O9G/02fPpfnlGdKZkFya0mJle230sxRAQ+3gg1xamgEUzBMoA+N1tLM/rS1sIpd8WiHCtXyX1Ds5UvZU1KUPPvHB1H20G3kQRLFEMEIFvnu1yLCGFC2tMJv5PTYpbDDWZLA2mG+ixGGV51mHZGVM5848CXhrDxb7sfc+kjp7WgleGQf8rqfXXn8J37VxgN29cDtYX4e1Yi0m1utpfPh2mV8kDJVLYnLy5x3FzDxP1Q6Z69VIosw4mF83J/k66kVTvWZnj77lKU+Hj+IKgUwDAwRukHPQcoMLMH/6V27gv2r/5o08hr3uIl2M62KR0najQ7dA+5iRzZtIypbdLcoQNpBuhfuitrqUOTYFTgNgtRtgu5Zu37mCDMoZo0EcCVlTBw7QXc4Gh46zZkzqTdlD3DJk9mrwe9T9YAuTby1zswo4I96XVDgEjRCpH7kQseWaxkjSt4VzXN8yeXkAcy8gM2+wEG4DDbCHbS1H8MttZENWBgifJ/AG8In/5cw8VX7GRmC7yQ3K7qwmT7AKshy+tVpMA/OP+utc/PF/awkUAeB/a4kXr/f/qwQKAPDUI6dRtub520xj5NtbQdEtht+UtXZJBIzv0ximXM1e/fjkmWNuyTxsJCjO2COADQyJuelktWQ9ZIo6YW1kq7zO7OwMwAyWgpQTJnTOoYQ0X8lqmANQUGe1EBmabYCOzJ2+RvpBGcVpjjvThdQBKvXh8ne2LVsnk+dr2UCZNF/LOslmCGJkNuzfHGlHhodHQuYGeDTDUM2itJdhOfp7+/AB7EktgChBIDgrAkACANJeMGm0hf5m3AA7xum4zO/mNWSFNgCEVnsIVhKkFpVEaKcCkGVfMhkZgJD5AMqaFfpon/3c9z587VGCdlamXsO8g3Fwrsc+n5mWR1bKlDX6itmm15flMXGvcyJzaBv2W5BgPGipn6PwK3Dcl2lS3oIXj3r8vLye7FfIkraP9/eHv5wRvvdIbVKDD9nFi+fCReDq9cv8phY2qhGZdsc4/f0CPmMHtGH6F0fj+E3RYl7GY4A9S5I9TODRmbOnYsxLmE1lUw3akIk256A+qY8//t70sY99lD5Rlo3+mrR4hzWjGTsSGAP+j3ZdYPy5MGPfunUjckXq5ybD5ZozuMVzV9jEaNK1fwb+uFE4oHat+S099OtTdsrGdeW89vUxds6V3VKebiiUje/ruIayXYW11s/VdsxRODR4N0zWMnSVzI9Mpof5LS2D2AbT6BR7TzjfRjZ733hP2F8ZT18bmSwDam7LAnNL1+P6ytV5835xHLajX2UfrhNZkEfGCHvdMNHyvUE0jl0/XufWcfre81mV0Z5srTKwAoifu7lyzioAlPbRnICutdis4csZ/pQG8bCzsb+u98HrS0UAqOCLx6GRQNEEfGimqtjRBykBc791YIbq7GiBrZkLxaB/j8EdUzP7aaD/aCirBpSQPnn6NgkajMgVaAnCVIyLOMBr5tM/TwCj6U2FYGWCkZGVUOqCk3jgK6jC8vfWHdbkpCIziKMfsFGPSQy9GgEfmgOXyUHW0oqJlrxlc0StqvytK1xZVR7tqcgEnaePnQ4TpNeIusOlKuQsLUc9zJfQzkjKFQIMvG41Dustx1oidUgVtWGtb7yLz5xRlNsHmjYz8LSJqc6jku8rQYEqXgHNKorUa0XkL4AwgJaanUOFrRwKYM7PVLqFh9/7WgBXUMY+266HMimcaxvKy8PWVdo7sEBGKXv4G6/tWAu/Mcmxn2+sZuleSvl9FeO13NwR2FKBoCDDtgsmdFPGFPqQr20KgLAKSKmFcX366afDJ7CCJMRDlDC7deuOLUSggyXfnPeqkooACaJoI1NLYYlt71jPUXzkTkdFDFMJtcAeuY46CGawGszNm9fDHFxCoJFgReBlCqLhkW0qftyMtbMD26o7gD6LkeoGVtbSg80AFAM+pvAxdbxG12rifPvtN8NU7Txrzs0D1lyjvtd0XVcHW8fne6xdTbbOo9HJmjcF90bjCuA0t1qv2AhXmdibmMSZjdTXdzyqgCi/avwCXX8GsDgPDz30UMyf/qpuBM6cPRtrRp9A5TEyci/kduLE8biu69dIZQGW61+fR58teeg6uH79eoCxtjaYuj0Z76ZoT/9O23M9uI4ch/3Wd1dZGA2tzPb2zO2HkwZ5BCWX8/ved5nrgP58rkX74IanBhnUw3Qaxa183ZyZE3AWJtMUR7p4uIkrR26awQXWjrmhhkTq+Bay4lmRw7Eui/8UJXBYJFAEgIdlpor9fKASGLpzM82R9kMg18gf9szHCTMtQakqWxXQmXNnQ8kJDFfxHRIMrhP1q9KQkZMN0d8rWAiUiQpF5ZfHlNpAUl+Vsol0VbICOJM+q7RUXoIWla6KuQ3fLJP1Zn0Q1JjGIwfQw0dpZZ4gElLN4PPkQ/8ulZrK2uup0OyrStS27ZtKUP8lAZqgzvQa25hcbb8WE2kXCmx7YyfdQMEe7z0epl6DMzSrHgBy6WEEa8gAeq0yTH/22evZtvBrAxC1Sf+9dpxzH6h5TuF94fU3T5yfBWDkfF8XFLnn+Du/w/obn/ve68XnvPYZT8R3v1P5ewjobEtgXWjTlCfKw0hggbNjUmZYzpkPAKDXx7QneKDZONd51Dwt0BUs7QLk/eyZZ57BlDoWiY1LSpEvl93Zz8CBIPL65fHUtm/N5zLA1TybBK4LCyej54agFB9SGbhSxqK8JibGaJvKFJhKr96+FSBGFs3xuW48R99E11I19WwNjvA7QYzj24SlGh0dS2O04TWVw/qGIM90J5k/YgvRvo5NZqsGs6avTZjts3Wq5wGifX19qePESYJLZtMEvqeyfznGXoccLUNojkP9RrdY+wJH+7FAn82ZaW1ig6cacBno7+8NILsFkygYDH9VQKSMtWliDLDRXNxKzkzBlJHN1bDs/f2nA4w6Xtet94PjE8yZQsdxycoNDQ1hnj0eY3M96Doqe6js7ZO/6+oyAfo2/R3n8/uypA+up5U1TM6YdfXNNQWP60JA5xy7mXKzZYqk8JtkA3h3kJyOiytce5Pk3eeiD43LukZkGzy2QdGGzL2mZ0FyobZ0LMjiP0UJHBIJFAHgIZmoYjcfrAQOiDKcHl9Mm5SZElgt4NdjdKl/5FWEd0itcRqn+llSa0yOj6JoLMHVhK/bMgp4DUaCJLwwd40oygBFKC6ZC2vHCmpUkHyEogCcYd5TyancfHieCk/lKtjQtLS8TFUHzllH6ajENevukqZkegbne3zDCoBvZcXqFvgwYZ4S+BhIoAlPVkJzlfnqbMeHJcNa2lrxe5tPMyi7ctrV52lsZDR8opoxXwoQ93YZNwmUy/TTQ2Hqs2Ukrn57EhumfvFa1kP2cAzKyc88HMMe1xNE2vcyvi8Drfi6MGbP9+GhAvZz5aSC9lAefu93MmJ+52Ebfr5///f+rnD4W8/XLGwfBMEqf98rP39nu5oX8wCwiJjGtG/KGtsxwjhYU36bJ8DDNgQcAi1L5MnobcL4CmguXryY7ty7FX6UDY3VJC7uZ/ya7XNp/VhZAPrx8RmCZ6gNTbCH17x580Z64cXnA4wLSFeW52M9CMRXYPpcG0qwrKyWMZdHe7JzRqTbd8cyz/pTBlawcLz20fUm2KH2WYzDKGG/c13oMiBTJ3vl5sQxNmLiXwZQeSzAAluKUPkKjLONiG4Kfwesfe13MoD2QyAmuLY959y15e9cx64xg1DGcZfYBsTKHnpfDAHavEfMBWgC8rt3h4g+zuS9jUwrVmVNawKIOQdey/lR/pmLxHbq7x+I6wnWvG4BINof7xnvx2weSdeCPI0Wdt7dFBUegjz7rnzstwC1cB3l1dFB9HuV7hKkeELG28yb8yIwLDPaH59G2yyAXuWfY4Mna2qfZuZmGe9syDkEXPynKIFDJIEiADxEk1Xs6oOTQFOTrB/sEVEWG+sAI9iUVZgEAwEqq/CTg+moGammPilBGoCItjbSc8CQqaz8w19TnSVwVknLAniO2ESlIgO4THUJTWezsxthDlahVmJuVYEI1nxWefm5bJHmK8GMitnPfe136+vLsCXlwU6oiPT5UvmVl9eHQlNh+vuZmalQcpq/VJDvvPNOAFt9qSyFZo1fK1qI4vQBLMWktsNYc+ROgx6jLcxqAD1BcCIHnqBDoOFhnxyzVT6MWvUwN6CfV3Etr8fFoyyZ4M/+W2lF/7t45rVAwmNP0xnASt8xS975WnNaIYegDF3hGv7G9uK3XKsgmwwQ/Z33zAwjAABAAElEQVQpV59Az/G6gtZtTOYCgHL6tcOcefi9AMKSaOswgFsAX+dSJjCPWU/Q49zZhuZDmUCPaBMTrwBmamomGbl9rPcIa2cBILEec93dTbAPoGF1FUYK9NgG6JaZcm4slWZ7bgxMKN1Bsm8ZZaOGZeyaAC2ulfUNfddk88pifu1vNs8ENzAWAYxAaHUlM3G73urrNDlnAFHG198Yye7rXYJNTCtjxLHsXcZMW91DP8lc6m7uCBBn9PCpUyeiyojy8TzXncmpNY1bns16wuYwpAuxbq9evRpr79FHHooNyOc+97kwEZ883h8AUIDbS2oZZZW1mUU5tx3JpyGAoQBPAKvMZMi9nnk4BfD2tQBGpWvbuL4RuKOjo3FNQdrefgbWrPLhfWLOQ0F6M6xnVAXhvttd2XmX5evoJGIYwCr7p2y8/6ypLTvpdR2n8lUWvrZySF2dbL6R8/oBywqTaxDW399Xcg/KIgskZQ99+L54FCVw2CRQBICHbcaK/X0gEtgBNJkIuAEW4oBi8c2NJomtjMoDKn3rgC2hmAVqjTANNbAIJXzue//wr+4vh/nKYA7Nsqb4UMnoxK8TeW/lUd4vhjKT0RIU6sckiHnzTfy0AHMqnTBbwjiNjY8EkPK9yXeNPMyhxPllKDgHLdASVBSYEIGQfZWx9FmAIJspYJDtsJ+d+L3Jcqh0VaKb60RIYga2ckI9CneX8wSD8GzoW1g5tTxAkAun8vvJbfcAEQJA29yAIfFZxes1lUceQEpJobQO2AKDxFEAkPa5ACQdrw8PAYxtCFo8bNP2PNfADz/3fSlMpzI74LXPXs+Ev7ZvGx76m/laQLdvuCg+eIKu6lIYQYIG7EMAWMyfJoYuwbQpyFjnfCOCq/MHgLesuoPzUsrvNvCv81oVZfh04hf5vve9P33+i58PYD0xOZJOnsHsiZhMEUJK69RE6qA6WCGZN02CBVO9oEYgNzs3GXOjP2keRriD/JOOYQG2bxH2yvE7j15zC3DsWA1VnaWMWw2scIBA5qcMYGr0awnjNVee7gPrpD3RHOtv+vuPA1TmAqjU1QFsmW8DG1jQAW6Ug2tM/zr7JbDR5KrcF4lE9jPlpfuC7c0Rvet6E4RpPr57927cI/rqub58eO4xIsvhKQNUCZgcz6VLl2KO9RsU8G7tsT7xg9RP1XtFIOkakKUUWMlUOo+zM3PRx4ryHL8DHHN98y8qG4OxXBeCRv0pPWzDx+jocJxrG7p2tHW1p8cee4z5LaXE42shF+8Rr+U95rOBLiFr5IPYA+QKws3LOOcmEJDuuiokW7ftsckJNo0URORedBNjlREfxaMogcMmgSIAPGwzVuzvA5GA5c0OYP36j53Bn406tAAFuDdSSdSmO7cHAQ5VobRaYWhCUWOaE5QcwC6oMFSiwibrlvq5ikFlqGlWfz9NRJ6nwtMvTKVluhbNVJ6nItapXAfy7e0ylF9mupUZywCerJXXsbJHZ7TvNbyW/RFIFQCU4EBWw+8ENjIVfmYfQ0mhjAV4mudqqeWL1goFatqU3qN9pFMB5FJxQShmLsB9zMH23T7HmAFkmnfts48d0reo4A3GECyomP1sG/ZLVsYjwBu/Lzz7mW0W2i2AQcfiYXt+Z3t+53V9FI7Ca68lO+d5nu+5PisLFfUuefKqAFkBGjDrOZ+CG7+rpCqEv/eaynIHFlAFbjCHgECzvcCt4E9ZuLbAR7Dgwzq8muaH740x1ixnomlrjCjXXi6QNNq0pRTzJGySc/HMhz8IM7XMvMMoYSp1Xs01KYgppzqHY8tYJqLA78tA8+rZM+djDcqayTBZbmyX9eez1zl7eoA2N9gslAQIy2RWRj/bYt4zlorch4x1l7x4rgVNrcrq3JlzIYeCT545Dvdh5GTSZI2H5weZO/ztiFzXP9EUPK6ns7hF9BztjXUm22hEryboKtIETY6NhllYM7Yytkye69E14zpglmOsvndOBJvKWn8/vw8GFpn5nb6x2W+z+ypjRqtIs9QIACbIhw2ca0aApr+jATVudry/bG+FJOBh7iap8/zCBBH8CxEcImPv7+yja6KGzZB+g8pKVl8gN7czB8AzyEkTORVi2ADaFzcPmpTLAc2uI+VsGhzn0bRKxaMogcMmgbJf5jhsnS72tyiBf6gE/ENuHsDTZztQ0AQzwGhdOH8OPz1TPZThDD+R+jFlmbZC5WayZI+Z+QXypC2mWhS2/l3oaX4jwMoifAV1wfIBSFpa8bkiLYbAT5OUClhlmKV8Ia+gaWbu+6SpiDTrWvpNJkXlrFmsu9satZp3sxQW9kEF7/eCH5WkY5Gxkl3R9Ot7Fa/n+DsV9i792SBNi6WzFmCT9AXbJpK2FPDW0dYeIKUGU7Dm32VSmGzczycIaUl+vG4YOErCrWKKJqWIDKgmW6OcBWH2QXAgi2j0rWlK/M7f4nAY58tklmMCth3gH2XMkBf93EeA/rdH//YxAdu2bJ+vNQkrM8dRCdtXAIQCBE3C737GZTLQkAWPqJQruA4TSZ+ySFHrvJY5h3zWxnhLmOMVGMBZ5J7JElOvKT6Qo+NRxsrXh2MxnYwpTWpgcF99/VWAZVZ5ZXWdefV75KbZ13n0ceSIYH0v5kEwLLAszJtAyffLAgtMkC2wVAYfCDAEdK4hAejFCw+noz3HgrG9c2cQcGKkdbbRsM++lrmawDxpehLzKLqBMSrd9WqVFn+jG4MMtbKUlZ7A3GnwhCBzgSAH2TCBl35uMzP4wNKW8vTcEyeoZ80cW7WmsFYNPLEt0xQJ4so43w1LecwxcmcuHYPzIHRXDgJx09CYLmfvwGCSupBzwT9Qk69tZgA3M91XE7QiOBOMOV5/o9ymAVsd5D00Jc31GzfivjnPvetadxzKRUBseTdBnm3LfDtuzdjr3Ad1BuMwXwLf4eGRAIzK3NrFgkYDu2RQWZrRhvPiWA2IcU3Ypv6aynl83KTsBuLgl8s8jg8tFNPAMO/F4/BIoMgAHp65Kvb0AUrAP9ymfJA5U+ll7EkJaWFUMFnNUIHH9DQ1VWFPOjCZRroIEucKujx0HC8ANU1EPjRv7ezCymCysgqIAMnPL19+m3ZRHgAMFZZKzahE2QMV6gsvvIi56tH4TIWo0hEcWFliDuCmglO5qlC3SKCrEs98phpxUIeVgTGyJJ2gT0BYDZsxMoLCpwLDAsptkTYET50dnakediVRxWAB02NNByCR60GIxjUqYXKqMGGWoyQdfw1mYJkaFaGBHU2kqjFa0v6pnIWEm7B/BpPYjnZRYhPi+8I4BFb238N+F1i7wutvfu9nyszPfKjIVbyW9hJYCFTXSTrt9Uthb2xXOXiOsl3AH6yNoIM6QEId0c+CrHqey5kzc/7lkfsSIFc57uNjVlNHommUe756LUyw9lXzpNdVltaDFg0YQXvsaD/z9ELMbzvJky01Z0TrwON9qa+vjyob12OunTP7ahLlOl6/hT+mIG8F0NjK5sD0Q5r8500sXI8Jl6hcE5EPnOhkzCl9/eVXAgAp33oBB+NyrXlOCz5xvle2/cfeF31dXLC/VFPB79B1bVlCTZjHjvWza9hlHdyDASOaHNOm07BAwud8NT6n/DcBqDt58kQkbdZs3tbcEmbTF198Ef/Q8vTwxfOAqAmChqgoMzAQDJhrwXlqYKOSuRwYsJSth4wpy2pSyx46P7u7q9HnibF5/E8NLslY9JXlzLRdVppLrdTS9j4ZHTV4KmOel2HbXAOz1Avu6uom6XkvtXjvwehNMzdZWbebN29zL+VjDZTCZF+/diPumZ7uPtIzDYWctpEN3G8A+nfevhabpcy8W5uGhoZJjH482L+x0akwecvcHpAakzsCmZnihfVOmbyFbTZCawBeGEDBvvO/y3oXcFfnSFJdPIoSOGQSKALAQzZhxe4+GAnsAYAOcoAxFKaASUWmUtPko09UHpAkY2TOPBXgKsyAu/6VjaVQUBE1uL+O4joSpkFBZLAdRBVrQhOgtLY1org6w0Slf+EElTkEnII/TYYCSq+pQvUzGQnLWwkeBDUCPpkQX6usZU1aW2DtUJDmn9vewjy2upHurgxRyuztUJYygP4+2CwMv4KMNkxV+kStMYYlwObUxCT5y+pTD2xVQdnK4siOCfzKKXFgv0yhkgP8ZdAtYyBtt2wnAyBGC2eM3X1QBziT9UJ9i/QCINpOAEX6bN98CGB8eBRee04B9PkbH4X3hTE5Lk28grNCmwI/Aar9EljYJ1u2+VIjQqgIwqUDINqO5wdYhG3U/Jv5AWbRv9lGwP7Josr64BcIGylwsqawOQE//em/YIw55qsh5tgI2CECRGR4o3+wT86Z59uea8u0K00tJcG4RWlBTMY1VNOwXyMjYwE0BXQ725lPaEuzCZMJ1sF8rBwEIo65IBPl5vutTc5jjs1zuEUw0yxrQjAoI+W6Ux4bVCqRPds/MIIXn0dCvU2ZMjbs5yRC5joygTX5XJhC3fwMDg6GOVy5BuMVrgh5giwaY4NTvUU1Db5DhCEDTaXWSV6H1VQO9k0wp++ha1h5nj17Hh/TjNn1PvH+2CAV0dIS6ZGQl2vbTYyvlYXBKD7rF+lcG6ne09MZ55gb0X5aBFj2shKT8JUrV7gnSNUDCPbelJ3TjPzE4++n6s4d8hreirl46KELbATqwv/Qe17w6CbPPrnhOnYUH8VYS1nS7Tx5/lyHspnKcx3fv6aWSp4zhrI8rgdz/O5d4uwUj6IEDocEigDwcMxTsZcPWAKtBEY0UZZNhWzQgEBIHzATJq/CMGmutT5tDcyR0bMqE9mYqvKuUG46p6vgL1w8F7WAZQT0xZLVk+VRMZnAWZ+hAkPR1aUfXlMoP5WaiqsAYFSWs1vWT9UPS781U3jo52TksbnT8P1COR7BGV/FpUmqwEIoGpWWPmoFNkywoO/a1PIUZatI0YHCzWHS62wl+TV93AdsmA5FBkOQowlL8CQALMEnTuUrODKSV5BgP42q1e/Pvu/C+sWB2a0A1HwWAGLQjd/7fQHgKV8BmP30Ufg8ACG/C8/B+8DP9jPgk13im4Gb17VvHgIu++Wz58is+t6UKbYhELGGsW15zUyR6w+XgWnBq4pfgLJD/j1lGn5vzLnnys5uY+IMP0yu0d19NMz0k1OZKdTrCdiVpxGl25hLzZ9nH2SH9C31nM6uLvpXkXooNWby5iHMurKoTzzxRHr/e5uDHXTtGWBhmhJl5Tzal0L0rm06JtsrjEPW2LEbyHEA7epmQKCiOVhGcA63hYVFzaatzC/gm7WuGdr8kn19fSHHpx96Mv2bf/OHUZlENwLH7FhkP5XpAmloZD9Lsev7nbJ3jdqvbdhPNw761bn2/Y21hr0vWlmLzbCJAjjl6qbKgJyNdaJnV7Mk4q5n14Fj0PysidfNk2M1v6Dg0TYFhh/64Mfj/rxx80r4+y0uGfBUC5vaznj1oyxL7dTzXV5ej/b1A6ymfN1zzz1PsMxKsH6CQ+fl8uXLjEN2WTcPg30IGMLsbG1f2V/rGHvvyNrarn2sqkQeVE8J5pl58XuZ4RxjVf6WNSweRQkcNgkUAeBhm7Fifx+IBLZwpJ/eno2kz5AoqXleU+tMKKNKmD7ZlPlZC883wRhQDQSApEIcvHsdMEiZsON9AcxefvnlABfrOKXL2BhoIaiUoaguUWH83+y9aYxk13mmeTMyInLf96Uql1pYxaW4SaQoWTI9MmTAC2DAg8GMp70NYBuGbcD2H8OGDXiB1+kf/mUbmJ6x0bA9wGC6PcZoZEGiLEojkRQpUtxZLNaSVblV5b4vkds8z3fqluQeTavtqQY6jLhkVGRG3HvuOd85N7/3vN+WTEMqDtkR31UyKrl9lIYA0TQSKklZOnOmqTgXyC12/Rq50wBt/VQr0Vyt0vE8ldvMzFwwODrAy1TZtgBCR3Vf9vH27YXIWdberN8TbCPgQIjm+cAw2L2WAEnHRXL/0R/r7OYA0LFuyzoBhDxU0kVMs4IpQYBgxEMwkr8CtAniYIxykOY5KlDv7zW+/Dl/5UAwb8N3z8mvsR/KKgeN3sNz7E9i7FLbnuM1phcR1JHfhVqt+Cgqi/bdrLGVqinUlRVAWeNWcFhqSImgZQK9p4DENn0lUKL50pyKjpW0OVzzwAMXs/cJODgpEM3LnMjEXn9/Me59FlN8OYKHyC9JW2fOng9QXo9bgFG6+wRZPProY9nHv/sTAKiVmPvPPfcPrC3Kud0FVwFaYR8FPq4VgxpMJ1Ths0MYX+Wq7BzvmTPnok9HBu0AAItELMsyuz6Ul7Lz3JRX8Yi1STlCgj1s7xQBE65T18mZM2eyCxcusLEhupV17LX6o7rpcJMhALRfRgTH/UvNAc6smtPWliLg2W7gC1kXm5O0MSHROdHJzonXyxjuUxv5+IiVV9+MNDVVb8RcFgowawTOeJgaRmbSMm9e430Fm1/9youR4saE167v4aFRnktMzDCasqg+e53UcxaknbCha6eWr+y8wLN/sId2DiMtjmX2XP8N2wYKpYo2bu4GBzoBc03cVxCom8VeRHPvbKe12Apj65qwLyFTxiUD34AVwd8ZaPS/9k9NAtUkgRoArKbZqvX1vkkAnZltYg7Vh0sGQ2AheFM5yFqo8K3c4R99vszm8JVSSTc114fizk1GmnRV1L7GYVU0Iet4rnIK0xtgRbZHU+Q81SRkG40AlTVYXFyKigMqyY997GPBRujvtL01g3LapR9dAQoPYRJVeMX6hWAbVUIHlaNgmwQPKjvZH83DUzduxTUySBPjZ7LZjWmULlUwAD7NKNQBfABbVXR7AAnYu3rMvYW7efo04NbBiqHSQs4CiByY+bPs3x7gQaXsESCP87Evxu/3AGCAtBS04Nh8eeTgLtqiPQ9/zg+vjxcyE4SoWH3PwYzn5W3ln9kHwZu/C4oqtgHQNZegcyLg89Vigu3uevLyrcf8KMOunt4Yg0DHczW15qyU9wkQCLCKcfJtP4Dih3/4h7NXvv5SNj13neTQDwdLtDR/K9aKfdClQCZtmc2D4FBmb/LsmWyctfHulbezz3z275lXAyEKEeTRWKLU34EJkEkgjU+da1D5CsyOjg8CUJlDMJej/UwAuEQQyJ3orwBLk7PAx3eTGCtHcz82t5Qx3ZIEe0fGWqbN5WzOuzuxiXn1698IP1bPD2DEsyAAzmXv/CgTpoRXSrUz0D2QQBpg28AnvomAGDcrgjaZO+Wf+wC6abl69SprN82rYwNX0xGjfROLq4ydp078NR2rGyPr+9ov58fNkgEtykk/W58t593gDa87Td7Ba1enqLP8JEB1jSo317Lb88usd1lB2Hhkah7Af/jC8/hDbgDkJ2NeBbx32CiZc1BAPzY2QSqdM/gaXos1oT+lh30u1sPK4w9c5I+HqX4sGWdaH2Uk81o7ahKoNgnUAGC1zVitv/dFAktLywHWTF+hUpybW0XJpPJSgir988ql/Yjw3DPhL+arBx+4kL36xtdC4aiINSOpGFVSKhgVkteeOjUSedGszGGi2VAQMDgqtn38sGZnKTPGtSqN8fGJ7MMffjp74YUXgtlITIlKPimdocERUk3MBCMkwPClScyXAEXfJyM2jSKWZVL56nfmS5AzcK4fB//OdO+7wQ9r5Fkrk9y4m4CORoIlVPgeMQawnKCwDlBn6TLHFACIDgk8HLfnOWa/g9OJnyPy9+7M+J3yE0TkL8fu57aVX+93fu7hd/mLH+Kz/Nr8PL/PP1OmXmt79sPPlU09AKQEuG5gHgSEfp63631limSFtjT9Mad1mGYPmAvNt6VSDjZSUmiVvrKQKdqENWwBVMu0Pv3UR7L6b2QAjZVsihQtR4AID02G3QQLGRg0Mz0HA1kffoOz83PZjVs3AtTYZ9vN+yZ4ccNhP0007e+6DFh5pB/T7WuvvUbf9u75mWoq1WdPU3KpJQXLCFwFSLoK6EvnGrI951XTbz+BQLNzO5GKpn4vY3PyzRQr9ltG2prCukQYvGQfcpba/ipfzaeOjxCSAH/234Ab15mbKKvdDJHkOj0XaY6bYMecE9uQFSQQPZ4FI+fdQBllr/m8u7vNbnDuesjIe9sXnyVfyvPqlVSqzihs3SUqTfgXkiR9k3rZRuObkuaxx56IjdCN6zcJUOlivZq3cCobGe2NzZf+mspG2Vnu0b7aNzdxp0hto/lZE3aBORcMGx28WEng0TXk4TPVzXPt+J03GV/HKHt4Jbsd59T+qUmgWiRQA4DVMlO1ft5XCSws3EG5kOQX5SYga0OBbW3CLtQ38Ud+PZTn9MxUAC+rgKj8vvba8+z6e4O9EwypKMtlkvFipuvv785efuWlUDAqLZW8LIVKQtOspimVh8pC367W1lQCTuf5z33+M8H0zM3dCuWukpIJqlQ2srfffQXA8bFIqpszVab4CHACCDIlxjxBHbIetr2N2W2VQAAVawWW8GiBahuY0yCHsulbtwFAC1k/JuYBxrN2ezFr7cF3bp3UGXWkW9EEDChqJq1IA/I4gvkRNNXBfDTq5yTohYU5wVfK0m91oA2BBlgvq4OVKTenlDkqVaI1AjACv0jNkoDeEecbSMNHWYmLfAHj4rw6y8iFjgXUAZyOATrmyDNpstUsdpFTkc9U+I1NRaJYZQ5Nj5LBouI3V5dYs5NyD+Blk8TMHTChJFtGWQuUcedk7lD+VPA43iGNCWzu7npj1tFEXzFL7u0SKUwHgGfBri7DxNbRb336nPvWFuvKHmVNVGD56f/h57Iv/PdfIKefrPB69sDZCwGYtrbqAESz1FqeYIykjgEUfPmLXwqgY5BFPUCzs6E1awZ8z0+TQmR1O+ukAswBvp5Hx7sIsZKNjQ9lD198MEDrG6+9mg2xtvQLVDYlxtpJdPfmyWp2duJstrRCXWJqEwv0SjCKdaQeWl65kzVx7sgAOfhYP2Pjp7KXX36JvuO7B5B88MLFrAET7OjpfgDnNeYD0zcArqlRGWwjsx7WC3n6AMbKnekFIMEkEg3tXA8OtpOo2nQvpB4a6GDdjgW4k5lrYi0uAa5b27sxr6fE6BUYOtf73uFBNjxgdD3sM2xbXW8X94adw1x99YN3gmV0zbbyfDUDbAfx7Ss1HGa35t/Pbs69mw33nccfk+e0g+eHqV9cus2zmyK1TftyDnO7z+mNG1/P1jYs53dEG8jy0pns2o1ZKsD0Zq+SgF12tAkzuD6L5SbS5eDP6Lq9szyX7bDGGvhZULuKLI9YU0eHbAZxl9igxF9DuRUzMiUCYdTH2OQJ1E2eXWJyGlu+yWTf1z9UtcZqEvjPKIEaAPzPKNxa0//lSkB/u80t8t6huFpQzpqxBHUyFYWN7C4z0R2K2Ii/9naSOhN8sbaaHOE9VzOrPnvWbtVkdWbyXHbxwQfusVoCMmuzCvzeeOONYA2UiEBOBsHoTQGobMgdwJh+X748fxVTpSBPMKj5TKWkApbx8uU1shL5Of5sm5q8bEM/Kn/3Ov3+ipj2vF7mzAoKDYC0XkxY+oPVQ9/ZVyuBeAjg8pdteJ2ozTF7b989vKc/++75tu3Pvrwm/zz/zLF6Xv69bfu758b977ZTQknblsBG86PmxPgdMOf9aSDun/fBz5SpR6GOgAi+d9yaRq2F3B1gvC0A7Cq+dzJMgmjfnUMDYATzHvr7mRha378ioF0zrME8mh81PZr7T9nqMzcyOgxzTIky2gIVcA3zWuZaAJQgtUy0b0trYzY41BcA6uatazGmiYlx5okSZ0OD2SJAYwoWUXAtu6gpU8DqGPTNMxWK95PZFSy7MUh+gQS40LdNos6XAfWyWm48UgUPNzW4GzBnMty2q8/h/n5jNn+HCHAAflNja7BcyjWfK10cbMdcga4r58QNSjIBH4asXFur8yux/rzWw+onyl+gqt+fz5AMmoEvzjG7geibfn32pQHfU+tgy7qOAqQGiVj2Gu9vm67h8+fPkcdwPsatC4Uyst6vsnFMPq+ylfbTdeI8vvba15mDSnbp0jjm78RG2i+fTQN53JCVyq5LfVEP4rptUvO4Lm3DzZoytA8ucT9bRh6u8Tz1UQ/AdWVlMdh2WUqrsejSkZcOVB61oyaBapFADQBWy0zV+nlfJaAyV8H5R94/5CoKo3JVMIIrFZ0KQV8plZlKQkZJs7AKU/DgZ766unpQWBeyqanr2Usvvhy+X5cefTjMtKZ2mZ0lES056z784Q+H+TFFepKiBZBiGg99pXp7zNs3G0DEfnmohIwGFhCqSO2bpj6BY664NQXnCldFpSL0OwGNv8vubG+XSFySSt1p/lsnylFlO9TVG+cYtCFYsEKFL5WrPose9sWX7JeHwMRD4OaR/+49vdZ7Csj8Pf/ec3wpq/wzZRjs4l0A6Of5mIrMiT97X4NorEIR7VED1mus/avZ0yNv28+9dx8R2Cb6dQ79jJPx0yJYAFZR4KHMnU9BsTIQHHTQnvLy/GKRVCn0LdKrAIhdF4IvZd+G7AQYJRgtQZlRtY5p+uaVYJx29wCUMJaa7Cv49R2fwFDCos3MLsZ5Jh+2MoxVKQJwkqNveHg4+u1Y3JQItt6PJMdNYfZ17r2369F+maJFk6hApZP+yGo2ADQ9T0bq9OnRbA3T7CpgVKbM/p05M0Hpt51oxzELip0jx+tLkOtGQx9B5awpWnAVc8Bzkr7DXI6clGsz67WlsSXWpLKsYNJtgCHGSzSY1z2DP5pTQIjPl+B2YmIymzw1EAz3Bj6BRqy7+dIkbx5Jx5NvNuyTz50bNK913B1tBHjAyBps4qbFc/g4qoJ0AVg16/tMjpJAWwApkPe5sM1z584gB9YCa7rIOiiQy9N53CW5uW1o4neePRxzzDXz6/orlQX/5PqDMTT/YF2hJzYCpUOCpACPsS65zrVXO2oSqDYJ1ABgtc1Yrb/3RQJjY6cwnc7FH36VoopKZazS8I+6AMDSUKXiGmxCE8XtJ0NBd3UOBLti9O/GxiKKphslNhfAQjBhtKDgQFBnSTkVpIpu7PRERPvqRG4Ah5GbKhh91VR+77yD7xHA4uLFi6EcrdWqT5K2W/vnOfoMCka8zt/tswEHKlEV8/GxQDUpc+v/emwABmSwsJbir4RZEjBUad4m8TN5zfCDaqKfiU0BLThuwRWK8lsVWg6y8vuqlPdVipzvd76raMV3wdDRYv6d7eTgL//Oe/izSleAEoCLz3zPfw6waNtE89p2ApwJcNXd7adzJOj0XvbNcwQOaQzJB87v8u+dWwMzlGED1Vd8d86sUiIY0G/RI5grnPw9bNf+Ry5AWD2BUWwWMIvfuG3JQBI0twKSy5Zng4VjzWxhHi3iT9hAupUCSY4ffuSBYIzcYDhvq6uL0Q9/PiLQqB/fOZkxQd4aAHW1NVUpqRCJ+sgjD8f9r135INLy9AHeUnLx25jHO4OVbm7RdErqGsBmI2DQFCoyXa4bkzunzUCK5HZMFcvBIbdc9s6RMkpAryEAlCZjvzeCWECkTGX6lNfWFqlkApS2BWBVRv6ub57vspRW/rA9gZo+f57j3ChL59j0Kyy0ALPbBDzJWA6RnzDkg1l1YeE27OAQ7giJnV2cTyA632QYRFO+G7AiO2eAh89dLzkv3RyYX1Cw2M3v2zvMDf6vRvaaMsYSjF6jC4iJsh3/BqDcvvpsWmUllWD0b0KqRFNCrqurVE3Z9W9FKXx807OYIrJliGtHTQLVJoEaAKy2Gav1975IYA+Fr3O9rIKK23QqKiUL0pv6xbxgmqjMeSYT6M+aZW9cnwvQ9fDDDwebIVBbWV2KzwQQmotVuqaN0XG+DDAwkbTgwxQTMh+m6VDZ6Ft2fEztYNJrGIHY3zdIOorhUNgCxf4+FCCATZ9E21ZJq4hVWAIoX7YjQBIMCgJV+p6j8pYVsi8VK5PswQJSgs72VJZ1MCQm8G3AUb6+fJK1N5EUGHAja5SOxGjYjkqbJuMeMoyhKGWYCil6Gt7v3jUBGjg5B3J5a7aRv+yvYxBI+bK/jk3w4Hf+UYp7cE03QKKAf6LtgnD4Jskhb78efzrHLnCwnRUCC1TMHZ2pGofneV/b/+CD9yPyVhm1ZVTYKFaQF2wj4GQHoG4kqOfywb327E8CfbuRDLydfIEezv/XX30ZIE3CbiJsBcUGJei/tkelFvvSbC5JzcCYH+tIWuxGQGDlPDlu++18eE+BqeDPI09Kbuk+183O5hYM8/k4d2ZmJgIVDFDYg4HaZr6UWxGfNyPHNQkLvHqau2Lu7YfAS/mkddKE+XWOyPG2uK9rOyMnpP0RBDsOwZhpjOybcvM772EbgtTZ2cRgKmc3KEWeIRNQ64sqO+k1ljf0GWgFHFsz11Qr77z+coytn6ALf1cOMtyCcdeQa0JgJ5N5SLJn5aMfqP0e7p8I2cXmA1Zbf0aZO6N45+f3svHx8UiNtLB4JwCuQVaaen1Gtrbx52P9yPa5GVpa2uZnon5hT5W13/lseh9fAkN9VR3H6OnOeFeOZ86OhTuG4NQNgVHbfm5giqUfa0dNAtUmgRoArLYZq/X3vkjA3GwyXfp0qQQFY2trGziOD8bvgsHFxfkAZ/qSvf3W5VCOOrGbKFfl5x//kRHSswggYBh818QnSBLQeY4ARNAnK6KJ1wTSKsYDktPevGnuMthFcq4l8/BMNjV1M66zmkP73ehdFa/KUGWlglIJem8VpuZkzbOatow6VuHJdGxSlWFlhZqmKNY9mRnNX5itjNjsAVQ1o+B2VmRzyAkoCdiZKmaoGGVZVJ4R3cFXYfQFAGpGLaGQIx+gvzM23kgnAwrhvppbDZzwvG89AlTd/cB+e519V/H67vfKzu98lQB6+osBx2Lc3iWiNvVXRCmbgkM5eE26NlU+sS0BiqDpABNfum9q3/FoWhUUe98AzpoUubc/CwrtlyDQQzn5nXnzrN3sORub5IBjaEWYvEuXLuEO0Bi5GhtaLYMmkLWtlLDbvggSBOCvv/5azKkgynsY7GA/4xzm1j6t02fvZ9+c77YWE0EXKPc2lj3//PPZW2+9FSzhIwDPs2fOhBz29je4pyZSyg52tbE+kl/f9vZhgEDv57ozFU2+ZlzrAkSDRsIMzVh9t+6xY3SdCeKUl78L0pwTNyT19ZjZYRlNO9SN+4B9db35THivXiKgWQSKL+4X7CoRtY7ray+9kj31xMUAl3tspmTb7ZPPnJG0ysOIeX0VLSatifbKlasEZTTE8/POO28hLyrf+EyxUXHDJkCVyXM8gtaDAyuIAJjZhBnEYv+WluoISjFxOqZqTPCQghxuoFgXm5RThGF0HfmM+u7a8t1x6SfaCRi1HWXU3tFPdR+Ds2Qv3VQk9k+/ScdYO2oSqDYJ1ABgtc1Ylfb3D/7gDyij9e/xRbocf7A/+tGPZn/0R39EPq4H7o3o2WefjVqr9z7gh5/92Z/N/vzP//zeR4Kvn/u5n8u++MUvBtD6iZ/4icy2/aP9Tzm2tqzL2kuJqGsBvjTXCrhMnixzZx4wU0sIRLo6e1EqlIACJKoYBHECBhV4CrpoxTdrKjEx9MPPzSEowFQBGylsLrJVAJc+e7I3q6trRJbiJ8a5i0ScfvrTfx/tq2zM6aci3uWeOYhUmWriElyqzFS4+sfNzs4EYFWZavLSV0mg0gFTZQRoK2bfWzPTWSdlvEpc897ld7M1TMZnCTbQ96uNYIBmcpnJumC3xDSYkh9XUPQNTd3RD0FXBWCjEpQN8l72U4VrPzwch0rQc+P8/dC096YkB35+53kB9ABxueL0d1+2IyAS/LTiNykTcyy4hGnSNOv9VPia2htKqbyZc6J8A9BwnkEMmon10XOOddz3Ph9cfZ/31K9NAnfai4klOyBoY2hgNK6xOogy31kk4faqFSHMA3cUSt+5VtkfkRx4ZGg0+1f/6sezP/3TP832jqxZS8RwV1+sw6OjVMatpdl+JV9RzYqFtqbs5pTRq2n8BnPsEdmq2T6BboINANjdXQnobyCHd959KwKL9G1U7u+/n2rZ2u7GxnyMy7G5qbC9s2fGmZeU1FrApCzcYCh3Eyh7KL8Xvvo8zODtkKcbi7swP9aYfobKWZCdH4Iq+ykobG1O/pP+rOm6HtP40sJyrMuYt5b2AGduCMwB6Jo5Q9TyzanpAJTd+NLaB+VsFPX2AkFQJKF+8skng61086Iv5ODQQLZIypv33n0/Ozd5ljHiWgHgE1gP8Z1rZWl5IXzxbC8ldk4bsS5kyFYj7nNzhlyYnOuYBI2uXZ/fbTZtys5xtray7gG5G5XtAOACUj9fXkdGAP1GoqCv3ng/gOLYmRGe95vh1pHAsvO9nL3z2nO5uGrvNQlUhQT+aVqzKoZU6+R/iRL40pe+lP38z/98gC0V9q//+q9nn/rUp6Imp39s8+Onf/qns9/5nd/Jf02K5O5v/uH+gR/4gWDpXiBvnj5yP/7jPx5/qH//93//3jX/KT/MTM9kwyNDEWmp34/gQ186zb9GgZqHrQTAUElpBs4ZIt9VxIIwmZwrV66Eee6Tn/xk3FYWTiCiYtna3ojrVYoydfrreZ1pSlQuyfx0Et/J+tgHlZCBCgIX5SKw2dmVNdQHMPllea0sn0BS5WoVBcGcLMYAaUW8vyyYJt5SXUvcx7Zlc0LWAAT70SETie+SfRVgmgamDOgqA1Y8ZGasBex4LYkmsyfDtw+Tsi8I5J6JMIPBo0qIqV/sj6+6k2SuFniofD3stz/bFw/l4veOSzDhoZI+BKQJ6P3e7yDWoo/+bAJtgbgAQZOwvmZWLxH4er5zqZybSFDsubKgo2OnCbxI+dy8h+ySEb6HjMk2ZTWVB5cHOPDe5s5T5mDIMBtuyaphLm49wQQOeySIe/YT35P97//bv8uuz0xFibNyCVkx9i1KnZkGZmZmPgBVZ0d3tJVM/YKtNPaW5o5sdLI/u3L5/ZgvZbF318+zBbkrE+f0CKAtwFF+jnudzUOYT+lbMMUwco7dz+p536T+r24H+owaHKGZNTFcjJNzfI5OSD1jaheZavMKKjPXo6ZoNxnOuUfawKTnYGPDXJeWJkz1qZ0H5eY9vLdr1rl1jeVz6s/OebgjALgEjLLrr7766r1n2yhaa/S++y7pXkbIyVcahQmfohrPcgSsuAnzPrYhKBTEy/jZX+/nWnd8W5s7wSxavs1n9iSY5LSW7I+HwNmxOj6X5SFrVhaxmWo5sqP6aXquz5DnuBFzo7WzuhVMsHPQTv5MXUWcH2Uh+PZZrB01CVSbBGoAsNpmrEr7+9nPfvYf9fwv//Iv4w+xiuATn/jEve/coWuG/XbH5z73uVASzz33XDBvjz32WPa7v/u72a/+6q9mv/VbvxXg4dtd9+0+0wSk31JHh6BrNYCW5iuVjHn7JiYmQqmqeAQ0Bmj4naBAZavyU7GpePSxEkDJDqkEVQxGGQeAuAtkHJfAQiVvlKo/q2jzVBkqWttX4fi5QDOxMJy/72NauKeUk6IqhaJVmeVJbfWH2tmxhiuRrzi7a47c3eU6gM4JihLYEu2XSQ6c6peS2oOgBf0LVWQFqkg0Mjb7QAejj47VcTom31WOvnv4mQpYE6QgMj/8voi8PPzcc9J5GHP52c/yzz0n/z7/LjFkd810nFugf7nMLNMnoKET0T8VsgDQflqpodSSzMnK2f7ZK+fw3XffTvKDlfU776WC13/LXIGm8nFO7LvfCygjchSpKcvy3aAR++28JjDdmj3zzEezl//08wn0HCSTYEc7cuQcgdHRAeXmDvFxBHBqNuXyuI/roRPw+vJLX4t7CiD8TICyB5hyfN5LFtT+ez+BsL/H/DCuvp6OcEe4CVjqYx0IfLy+SP9dFzK0naxT/e2U0x0Ale14/fj4eNzX3x2nTFwaU0tsrFyPrm3XoutfWdqeoHLs9EDU3RWEacrVL3Fo6EyMS+B089aNzATmbmQErjKT+r0O9XfEmBYIvpqdFZhaCYRa21RGMXWOyagN0LDPbq6co8Q0Y5q+uylJc5fWZpizMRHbjiDQ56eNet3BDhOAc4Cp2fWqv6abRb93fmVCy2XqJrPncM0YsCV4nJslRQ7jljlvpuKPgH2PRNDKzvksIzc3PEtsKgx4EYBaRvAAv9M9/DtrR00C1SaBGgCsthn7F9JfAZPHf7hz/uu//uvsr/7qrwIE/tAP/VD2m7/5m6EYPffFF18MZk5TXH583/d9X5iErYjx+OOP5x/fe88ZqfwDFaSHJbM0ayVndGuWEvWLAra+p4zImTNnQhnYT4GCJlKVm2Y1Hb4FBTrNy7jNzEyjXJLvkQl/VdgegkHNVV6vkt2ibZWJSk12UYDX2qozeXv4aalkNBt7jorIw/4//fTTAXBU3CpqFbPslcrVahECDfslCBL8qTjth8pvbWUjlBQBsykVChGM/fhqdaBQD1B6LdSPFazJmDTg/5QAKVGfgCLb88iVsMrTNgUm+ecJHKcgjtyMGF/e/ScHdb77yq/71t/9zHvl5/q794j7wYjezRDNh9+sLGFWGs/Jr/MaD/uqn5qy9fpWct7p1K/rgH1Vgcuaiab83XNkAF0XXmMfjPgs7SEwwJ+Jg23vGNZQfz7PT/Owxdy1Zf/V93xv9n98+t/GHAraDbAQ+LhB2NnWbcCE4KYTwlQJm+yaEBC5ltxoDJ5uD3Al4DRA4QjQLtjy3h7Wp7bdLsBigDg2G/onGshTJFGxeSh7e4+jDKDs3fUPrsLSlihzp/neiih38/kB8B2jIMhxlgmAaYH1UoZWktHdQQbcfguYBIOeu7CwGM9FT08vKWbGQt7bGxV8H6/GuWuYyS89/Eis3yOYYfs50NcfgEs/w03uech43GC0t5jy5iiAU1pbx8itNevu6wqmVFZbv7pZcitavtC57CSYR7ZtG9bccZcA//p3Og+aut0s+Cy7HmTvHZuHyaE9x42TY/GQjTSYy0ofZeoZd430cQ4gG5Dr3FQq5i+kQsmWGz7WF5YAn8nUVzdgMvDbMZ/6Qdq295ChPOC5qB01CVSbBGoAsNpm7F9Af/2j+Uu/9EtR/1Zlkx8/+qM/Gv5KsgpvvvlmMHs67us76KEz+7eCPz/Lf/e7b3foH/jbv/3b/6+vWlDeAjmBjwpCwGX5KJkEFY+vYrEeIDoAKBA0yBoJ6voCOMgcJcCQhY9ZV3dHNgUTIxuhokpgRlNryi9n6ohjvrMdFW25bPRuKimlAnriiceyr371xQB1siCajEdHTofJ/LVvfD2uE3iskNbFMatIBayDQ5qzBLJGbZrQmmJda5R6U8ljltU8RQxthi6DzdCslZdOk4Uk0hH2TP86vuZ3/b4EQbBWKNY6ZGB/PZIS/CZQywFcYgQFtDJzCTB6rsAiB3G+50f+nb/bRv7uffJ7KMP852Dx6HxStERy0re8PVlZXwaL5O1UyCnn9ypu21dWykYgr+k3ojgYUh11aI08PTpK+QitlVzHdQLoAqBYQH2CGdfP7Kb9aOIzWVX7YkWUCizQJEyxwEi/OQGlgQMCQz+zlq1zq5+pqVkEopUD8jISLexcNlEH13XmdYI8bOpxH8evPJsJrhBQblJN4/rVawH8HY8bBs+3UoubAMe3ua4Ju5iNDJ/ChG7gD5U5OlNZvAC+sLQyVrbrsbVFgnDGYVtuwgSkysvvBcu2q3nda/zez12Tfvehx5/OnnrqQ/Gz62me4A3vYVUPNz8+0wJXry2Xd4KNtI/vvvV2BF108Ln+rNbNdo0qC5+1fN6dv2Retlxc8pPt4tlMa8ca3YBk5zLTR/OINqyAsw3Aa2VM5PXDxGzEtYdMt+15fwHjJqmblsiDaRk/Az4Ecd7X9WLVF/uS6nC34598MbuzNM260QcUtwfWlkdba2c8Vwmou9a/+ZzECbV/ahKoEgnUAGCVTNS/pG7qC/j2229nX/nKV/7RsH7mZ37m3u/64GkG+uQnPxkKVEbun3P82q/9WvYrv/Ir9y6VBdEPqSTzhfnHygXu+vXT8lAJqgRkU8zyL2OzX2kP5efnra0t9GswfJBk65apCiAjJzMnANIMu02QgE7lsgiCDoGeJrmWKCd2HD57Kh9Bj9GXmlA1UZl6Q0WqMvrIRz4SP7/x5jfiWvuWGIy9YOG2tszxhh8gwR0yljKNJyek9KBPgh0Vqu30dgzjnwfigVlZJl2N7JSBLnvrOMBTO3YIpdeEebKtsR1GqJUKESnh8J6+gQ0AO/pmKo7Go+QXeEKEZgkn/cIeYBZQUIH50MSMV1nWUABccL41cE8q30z7kgO2HPCpyPOfBSH+nH8Wv9POCSBGcOnLUlygVEUQMpPBU3b3AAPAKQG2b5qbDarQtK0p3jEvA5w9BAzeI3wG6aft+Lv3EdwJCGXfKgB252V3N4EL+yhoEW7ahoFCmgHNFflTP/VT2b/+1/9jnFsoDAboMw+fvplfe/lF1tcG3+1GYI5AonKwFXO5TRqTYrmZjUcKmrBdgZ3zt0dKF83dvZTt29naziYAmgIqv2uDyXqIfJHX3ns32yfHXaPmTsDNmYkzBPHUxTkCef1JTUitnFw79chVwCco3dlaiM2OY7/8/rvBdgWQ5P6u5wSgTVG0HGvfQAjbaaN6zLVrHxDM9S7M82yAQ68LIEq6G+8zdfNGbKiUuxsfffx0k/BZsg1ladS83xM3nW3urAfANDen62CLzVWR9WwfKuFvmUeLw5KGKdrfT2IzY/8TmFSmpDIC0DUg04aGXZ4PZI28ZTJjoxdVStaz8XFA+6kULPPBlQTcTQnj3xsj/v0boUnYZ3Z3J20oBNdNAHjnyOdH83A35eX83VfNBByPV+2fKpNADQBW2YRVe3d/4Rd+gYjXT2df/vKXIyL2PzYeTZ8elkITAOob+PLLL/+jS1QsHv9ffoOCNl//4eEf9DbMOBEogbJ0dy+LINMheyaL5s8CBGuMyrwJsqziYDWNlVWidFHqggU/tx+aszy/s5PKDSgUwZi+TYIN32Xo/F5lqaLTd08Qp0KU2dnGl8iKIQKRl156IRTx+fNnKTv2YDArMjGa/lScVpXIAZJtChws26Uy1oxmGzKDhzsFzMEtJNQlrQimL++lmXuP9CH1AAT9II+JBO6m0oJycuzHAKfjY8ylMCf2U0UsGPIw0thzvKdt+b1HUoSC3vQ6Zuw58Mvf40T+ya/71s+9zs9zMOa5x4A4x6hPm6CvgBzza/LzBQSCpVDCyLJQn0Cjc+kcy+7empmLubX9EwCD9yhQvzUqijhH3KOCPHIQ6XwiAuYHNpc50gTcRoS4YCKAOzBDWXmda6CPOtCeE1HVsLdF+mlEqmXhdvdwIYD1MwVJW3sfa64n5Oc4zBkoIHLObC8AFiCzCdOtTLSbgcnxiZC1wM9chYI/+2Ei8iGAmuNvIWdlO1HR1r69RnSqlWl2kEX4qtGGlT+cQ9urZx672DTU123Td/wfMRfbtuy3rNsJdYYFicpK5stnIF83yljZDZFk3DX4Xd/10ZCr57/xxlsBnGTvBUiORdPyqdOjMQfOwzA5Lm1jC2Ds/Ok+YaLpQ5hVN0qyqIJPga7t7O0eUNd3KxhzN2tlkmsrZ9s+IcjIGtemcZK5tgKI1UjoHrKUvSdwBZC7uIA7xwMTjMN6yQZ0yCIb6GFC7OOQmc+O62Vmei4YSufDQBXL1fWPdof8rR9cZnNk/3f3idwGKC4zR86jLwF47ahJoNokUAOA1TZjVdpf/0j+4i/+Yva3f/u32fPPPx+Mxncayuuvvx6nuDP3eOaZZ7Lf+73fC0bC3bnH5z//+VBYDz74YPz+n/rPAeDnW6sVmH8sZ80EUipLI0E1U5nqQSWnaVe8I1BI3yU2MQeBKibzilmrVIBkG+hRFMQxSpGUHeTLE8SZGNhjbS2lefH8lfdWAhDLzqxj8pPVUGYqSpW8Stoxp36QnwwlmUCl0a5DKCuYCKJyVfSmdZGRFKCsk2dtHf+ppk2AIUxkJO6F+VKxQ45Rxxb2rmQUtEBO4AeYA+bpU6Wy98gBW/zCPzlIUxn6nWP1yJVh3u/8swBejMV3Xx6O69u177V1gBS/O+bnHHR4voDNfgdYor8BVjlPcCEo8tWB2dNDYOY1miSN1PZI90/MoHMW9+D6Q8zd9cxNpZICPwIIw1z5n+c4PuVuNKh+c/bBfurbJrNkTrrHHruUvfnW6/H50tKduPf+fn329Ec+RMTrK1S56MZc3wOw2MRkmoINHnjgHOmGbgXYs7+2m7Nkjs31JChy/l2DvawdwYrjcB1VNnBDANRo0vT8Vea6q7cHd4InspfYKMU5yMQ14cv2K7SlTJWZa8yxCroi1Qnn6ArhmLZgHZWnY29mw+J7PnclzOQPXjgffbOPb/Kcnj93Ltw3ZM7MXTg9PZ2NAEhtT//cOp4BfW7zKFvl5xp2k7QBQyroVtbew/FO4U4hk9c3kNpYoBJI3J90O65TV6nPl3Lbh+lzHPuU3hO4GeDFqgxg3Yc/okEqBnroS+hGsaO9m78hS4zJQCyZTf1FNYvDbAMOTciu76dMIHspXmxACvoW2jf9eMuxHvT7tc+OxYjj2lGTQLVJoAYAq23GqrS/mn3/5m/+Jvu7v/u7UDy5z54KQkZMPym///7v//5QSPoA/vIv/3JECJt01+NTn/pUJtD7sR/7seyP//iPAVW3s9/4jd+I9DIqgH/KoQK0rJYmK1ktGTw2/qEYzaPnH3UZCu8xONiPktActsUf/s7wy1J5CjA0NVrrV7A1w/vo6GC0qbLST8/27ZvtaE4TSBgE4Peamzxsa/04JWW2Tc3CHgUUjwBGRZSnkdGsJVth/2Wn/FwgYYCCQQT6mtkXf/e+nU3tMBUrcb4pXASvUFNZEYUH7ss6G1oDaASg4TqVvgygSrgAULAt++q7h9+reH3PvxMceL1HKEN+Dt/Cb/k9vuSfUOJ33/Of/S7/2esFFYKUnK3zZw+8rUJWyvAIE3UjpukcNMQJ/JOvp3w8ymp6+ma0VyeLGHOWwIzt+qorEDRCtREPmSjP8UjnpjlSlnEusggg5fjZRDQ2HgOQytn4xOnsK1/9csh3FXkLNKwQc/6BSXxdnyEl0GYkFnczUDnA/Lm6D2DrDncE179zLMgX4K2tEH2qeV/Gl5QjyloXgUPeHbvrJeRfcL47svcBuNHG1ma2i1zeeP2tYM1GT5+K+VhcXgL318UGYpt1Y/TuDhsb23cdGRXrvQX9Ak37oIk1f6Y8x/XgfQWonujzIsNnP50DU7h88MEH8Xyur21m4+PjIfe1tbbY2Nju2up2uDkcsFHZuLMOi0hgDZutHdaqzLb3cHwtsNVGDeuGcYLPp8BxGyYwrS39Gw0WSaleXIvOi+caECP48/dBGPXx8YkY4xvvkIgbX9yIEMYNw/fXXn0znttxUgTZnmPd2GjlPbGybsR8ducWU7Sya9JDWcjOKn/Psc++Dnn2akdNAtUmgRoArLYZq9L+/tmf/Vn0/Nlnn/1HI/iLv/iL7Cd/8ieDwXjuueeyP/mTPwmAo5/ej/zIjwTAyy/wj77mYxNBywb6B9pE0N+aNzA/9zu9t2Eyk+nQSfzK+1fD901Ao79eVBdoRhGAkIZHO7IPrr2BKW87a+8in9/SDdJUWC4Oc9NRYygwlcfgoOatWUABICJS2qFNMVOVoNmMoLTG77Xr72E62ggmQsXV3dMEcBgKHyXCFvCLoqTU5iHKLTnqy5DI3KwsUXS+rpGEuB+gBGU+ZPpSqpFNWKA7t5dJeaE5lrqp2/owURJsQ4CJebpuDYCDPxW+aoIAAU4FBbmD+audsZv4eQl/pkvnLqAYm+g7wJJ0Ngf4YTUAHov4xIlT8bjznzAf78C6EGoaUcVl5HVItOsBSrQMi1MUZAHiygCI4zpAMHN26H25J1xJdqQ7Ip8dcY7QStbVdwNODEVpwWy7/bRagQAAQABJREFUgTJ1LhrLycyqalXJRvQykZ6a8hrxSaun7wLHzo7DAACyNXWYW/t7T2czc3cwwxMsASO0Q1LuQwJJ7BuXcAiyZW64J/20v/uVnXvAb2/fmrf12UBjH0re3HCm1CEBMv2WrRVgnGAiL2GqLdTDYG0fZGOTF7K+wVEiWKezXtbCCSzZCT53V0l+LHjw+uVVq850AgrHAFnbMIYz2fd+fCI2FAmwwzhmFe6XZLS3t5ItHqwHiFFms3emsttLKcWLJs2mlr1sauF61j1M3r5DIoXbkEeRtEV1K9naFmbvazCDyKnChuLW3Hb27ntHWV/vQDY0Mhwgdh8Zb+/gx4gc9EVshiGEAmM93I5ncJAaxQKyXcvLAYy6OxnH/nI21H0uAGADOSa3MdO2lHqywe5DANc4MiQ0Y28tu0NKFcvf7WwSVFXBxErZuo1dWMAbJHgGHAs+lxZXKV2nmb8h6zp9Jhvgc5nDnS2roWB6xQeyAotaz7ouNabn0vneIM3MzZvTsTEbHR/O5ohU1iQ9ODqWbSEzn8ebMO5ff+vNeL6721KOT/dV3d392cT42eyxxx+OjdgLL3yNZ3Ai66CCD1xwdvvOTHbr9nWALmZ9gG4H/dwk7UuBdS7LuQLrd8gDHumDWLiuIQOC9lhntaMmgWqTQA0AVtuMVWl/3b3/xw4Bn8miv9NhVYPPfOYz3+m07/i9CmhtfS1MSJqfPFTCjY1W7iA6EyZB01oDOfMK+CkJxFQ+xWKqghCmH0NrQUUyJ5qQ9OPLTXcph1wWpcQEcjIn0zNlFAYJomH1vF5FpfnNNCGa+gwq8HPrx/ouY+g567BFRj3qm6T5WEARQA4WQiZCFkUWU3ZwY8N0I0Y1k6QXc5wJmnNfKU27XncCgEGjZQ0guwOAXBmtLUCRBTKdhXEQsl8yHB753OUsoGPVsb6RChCepwntiDJhXBXner6fW1XDn/Pfw4+Qz5Waq0F51vG7TJ8/a0aLZeIJ/Oz9TvBDO+AckyE7Vtk3+3rCZ00wUlYD0QcwZ1qbWpM5W5n39A9kV65ORTuyn97Dm0faDtpQFhC4IU883UiEnUCh58kKyfYYAKN/lwyc1V0iAIWgGc2IAkHPA5IHE+ea0t/TdaT/pfMs82t7rgvXh36JjkPGzio4Rrnbhibpk5NmZMo6K7Rz78R45e/OhXJWltapdn20w2Q187Nyv3bjOmt5H3B3Cnnsxb0EmYnN+2bORE2mM7ems67uvlhbXIxIkvxlIZeWFmIz5AbFcdtXhM055FXEf8611jHRFnPgM2FEu5sf50SZuz7D/xQf1B2inXVLcPz2Y2VDts66x8vcozmeibZ2oojn7wSD+A4sohHUvZixZW43YU3tr4ybPpjz89RwZs6Vo2mZvI/3VZbj4+OxCUjRw1tYlk+yi+cfYI4x4dfp0gHrCKvoGpetvD41E3OhW4f5B3Wv8G+QDOCVa1cAuIvRbnObLLhlEpExVoqJiQlqQm/EPCgvn0WZab+vHTUJVJsEagCw2mas1t/7IoHZ+VtENLbHH/7h4cdCkb13OdVb1S9pb28r0nWomJtJ1yEzKCDZ3NAEtBFMmOCsUAcbhSKUbcsBm0AtgQjZpwT2VGRer+IORW5qE/4TZBiAop+jpeFMq6GCV9EvLa7ENWWU0hGmW1OUmKNuv+J1mIFpWwW9tkYeNNoVZAiEBCkq0FX8Gg9RtEf0jepkYNUEgszWosKSVfLwun2VPW0e0U4TwSyN+BHa1g7Mp20LoAQ8+hGq9FTopbJRxymNxhGfCeTQ74AqxgaTxG0DSAeDyHVWEpH58wATACri5JAVN4nPBamCP+8p+JOtjH7ymYd93cKnUbipsrfiRwOgqWGPhMKApA7YHmXi+GSvNHfuEYCh+dd29A7TDG77ggfv5VzVw+TxJf8DjjkEcM6NgPOwMeU+FAQ1MrdGSjc2MEea4zm3vqsSQQuaUhcXruLjNwuYGInP9mlHWdlWZ+SpMzDFSG6ZvnKMwfuvrpJcGNBl8JDrx554b3GF56UExyny1bXhcefOcoy5EzPw6Mh4ApKMUaBqcuV9yvEVAIUyyoIko7OVjWux3nKBXOcqFGA1wbYey2YJdoS0bEa2AE5eK2h1bKYHOmZ34DrvB1wr76eeeipA7jnYscnJ8fC3tP3duyDYgKmenu7sKqCqvb037i8orqfNvr4BgGhix91svffuZUaVAmx83twc2W/nUb9JAZduD0ewr87PHuAt5pwoYwG6Mh7H/9D1Z0UWXwK+lqZC9sjDj8X3b775djzrPX36dZrmBhmwFpeWFjFhX4l10dc3FO+uEe9pP1ZX1yP4xWdC87hHPRc6NzLVsZbi09o/NQlUjwRqALB65qrW0/sogUuXLqLcEpDZp/7n6tpisAvXr18PQCDQ0oQlg6FjuaksBBzj45hST26EGVKFeAhwEtAdHurgbvLlo1AadtUoS5W6YEyl2D/QFWAgB3amrbAUlcDEyFzfdb7X/0kQYJDHBvndOknVgpEygF+BFDO7gNOsTnOirJCgTrZyKYCZflDtKH+Vpmk1bl69hZnTQAZYCpSqR7Bq2MMsCzZyivQ0sIEb+I8Fi9PdlfWT+7AFpkVzoMwJNtIwuRZxkJetNKJ4D0ZulX4qgxLgsISpUdPYiSlZACiCRcvFBYtHOwLIeq4vojRztiSAjMrUF2OI37kW+JwVZG6UC+35vWC7F9O7SpkzQ5kvw+Dazy58OTdJyj1Lbdv+3vHwGxMcGEE6dfNWgJd9gLUl7AQz3t/2ov4u7cvaCbi8v7L0e8GsbFeZdDf+fkTeRn1D6+YBKCQe7u8fRjyJqW0stUTC7RJg6QFM6ZZjm8cfVGb53PkzUakkI6/33OwMa0FQVQ/Ybw9wswMQ1Nc074+Axihu5UcztNEQ60/Q5M+ycAJDwVu5juChJZI1354OVqybdWIVjgRGCHAgYKWni2TkgBRBpm0KAH1NERktc1oEwDO9wVa2ce+xybHsrbfeijRJpXrqF2dEhlsJhfm1ogmpkamJez27fnMqKmeMjo7Sz/oASdNzN2Otmyrp1MQojNwdwOJidowJtZ0AjIaGjhin7gR7zIfRwro19Pb2s9aPs0cffTSenUModddvV1dHALg6fv9v/rv/lryDU9krr7wCQ/dBrP0J/Pdc/5v4M66z2XnowsWQla4BWzDUx4xzCHZyfZNSiYck9Mb/QLn3wH5aG9tns7mFyGzYXBNDLyPLKOPH82B6KJ/7UVw09LMV+F27dgPz9C79fDwA5zq+mq6BI9angLl21CRQbRKoAcBqm7Faf++LBPRJWsY5XrAlc9AN8JmYmIg0MwIZwZfKJQ/I2Aegyc4dHKaEuSpRTa5dnb2hrGQTNBElxS0gwl8M1kRQYWRhHJjSNBcLFOGY4iPZIQ8VLJgjzleB277sh4BnE+AhkAKvEkCQ2Km8TFkFIKZCG6JGqv0zXY1mtlOj46FMA2yh/AUVBfokEDgpJN83zZ+afA/53H4L0ix5VqLfOLdFvwQkJ4Aird1cxj22MC2nCFGZtDLpOZqppSqoEQgY2GKfZRI9vC7gFb8LDmUQPTcHf6aLMepXtCMQ8dAcSwNxnsEemrD9PYCZ8vRcXt5HkCoDKGNZ2irjo7lEWpZhQEtTsDaOS9ZRM2v47BHw4f0Ff+bZC7MvjJdA3/aUj2Dw4MBrUsCHjGcr/zki52EvSu5ZIkwG2Hx1qdqG4PvFF78aAQfKTVOwPm2WCBS0yVLZ/gBpVEz27Rg6u9qCxeLH6JP9lE2233Q7GGp/TkOFhUZebjKMRjV1T7G+CZZzOpu+NZfAFSZxwfAcv9t+PS4AsooCqlhPtFUBHD/x2KOxaRDcIM2UagfgY67A0yNjMTbnwvH6WqMWrpsY+/ehJx8PoOfzchMfR0X2ta+9FGO0Go/nyLwKAGU6vffIyCl8HVcAXQmA7gKkNJG7/s3D6Zi8Rv/AJtIlTU/rZ+qcJwb0//r7T5MCpzUbPTUcgTWtzLfm220id3uJwj41PJTdmV/IBjDlNvAsDROBLIBbYXyTDzwS6Y50k3j44UeQfXO2uLKY7S3usEk6TYAO5npyW54+fTpA4jvvXQNQ7vD3gYo/+MX6XLW1FfGBTIniBd+O0Q2h8+paktGsHTUJVJsEaqu22mas1t/7IgHZGE1eJl82wKO50px94QtfCHCg+akRkKbiNDrRP/gGhqhQF6gMMEg+M5WhDIZgTRMaSCR8iHRG12zk9wHaABv6hhkFaT44QYMmJRW4QERzmuyfbMTeXmLhBHAqGFkHD3MPqmj0R0R/h1LUtKbpWaAoVmvDbHwEmyhY0MTo/e1LgUAUPwNagmvMp6fpF783zMlk8wvw29jC54ChAp8VQ6GlVBz1ZfzMMJE5jm1kZCCHzIjtmnrjwPPrEoBtgbEsAobsHNAs/AxP6BhQK8agfASHxQAZiTkL8Ad68AyBkfLwfIHiIWhX4LXPK5ejMtDktks6Fs2ZJRLzonmzfQC7v5sCZWvtTtbWuQ8AbM7mKb8mg3ggm8icer3AM0A5wNGxCgqo0hf3kGk8hvWV1QyAigwNUvE6NwQCec93zjVDNzYaPEEePdKvdANCLj3yRCQ3N5fj2PgoffWe9dmrr72CWOoC6NmWkdoN4Vt4EH5rRrDqz5Y2HfUx786va9Pz9eVzjXl/141zrn/nejkled7ektnU7IkvJGtWplU07bzvw37t3H3pP6cbgf1//73LXAPwY44MKHITFJHAADFZ0ubm5NvpJqavtyPWWsiEubr8zuu0fRK+dAK2dQKRHn/i0UgDI8g1gbppdRLQLwXQM0K4ozNVMXnw4sMBIF2nuh7ob+e9N+lnK7593seNzPYOSa8ByvrPHgAccY0MkOv3AtebN2E7MQWfHhlOYIwNm6B+cvx01CI2/cwh4HsBU3kLrgKy6gLOtXVyfPIsGaD1pS9/Mfvox76b5+8o0sVsUuZOUP3RZ54l/+i17Nb8SwFKZRVHRmHUuadsbJl16dykzYQbhRQlf3ex195qEqgKCdQAYFVMU62T91sCFUy2SbnXo4y2IlWFyszSWwIrlaNpPlR0si/mDfMPP9AsAKG+UdZatRpAHrVrNLGHuQA7OzFrwX4I8LxOBd7R2Qo4tKZpYv9kRgRtAh3bkAlRufm7Sl7gI2vz0EMXoz+CJPMV7gIUT1BYfr+F6XZkZDQAY167VKAlUNJZfovUNfrAWR5MQBAsl0CHkQgUUNXZcXMysRolLJDyu0OARhEzsaZJlZwA0EPwFT5sUpn0fYfvBEL+WgDw2H+NtDJrBYMH6LOfyTb6blvK1p89/NzDz/Lvju8GDvi7QR62YT+Uha8tGC5l5Ge2Y+UIzYZtAKtjQINzJssqU4koom3ZG+V1gAwMguF2YEfgJj/YB9lMu6Ts9E1UTprnjfCUERbUK1MBkaywQFAwZf+MSK7DN+7Jx57IPv7Mx7MbU9eo8/sBJuOVMAGfZn70NRsdHgzgoqxK3Lud9TAPC2a/BBNGGMsWuhmoVPB1xNLvxkEmS9OvgNJ8dkZB24/dTc2O5PXDNNvV1x1rwAGbFNmk47LE9nsJM+zGWqou4ufea2cnBa4c0ZnZ6ZkAp5aRO316PDYsujUICq1wkczT9fc2Nb1EB+vWYGJuVlU2QDnCNTYp8y+nknDOkYmcD4iSX7Y2MpGzjYBi09i4rvXjky13HZ06NRamXjdFgkfleQDY1vy7tU0da4CxAR9HgDvnenmBHIvIvRfG/gLpjxh8gG8B7cTEOOD0PeaX1Cw8Y1cIsDEwpdyCiwB5MVOy7t1scek2QP8Q/8P28FsUaC8trvOcXcoevfQR2huBQZ/MvvDcF7M/+58pXwebK3g29Y1M5irydFMnuHfduj4bWYu1oyaBapNA/W9xVFuna/2tSeCfKwGV6x/+4R9mjzw+Ti62FTS+vlHHKLSdBBhQMjJ+u7s4mcPCfeLj3x1M4a1b0ygjgglgiAIcwpQIUAwI0KR38cJD8busnb6FKimZRJWnbI/gYWZmNn4WWFqrdZAkt/pQqeBl7GzPQ2Da1GQ1gu2ItpXdsQZrd3dnNkWC3EbYyB/8wR+kzcRAyJ54aEbTh7AfJ/Y1FL5MTltze5gp5QAFZoLAA5RmHeDGKI1OfPqO8F86MzER+QJbAaUFwNUgrEpnD6ZKFN9t2Bb7u4s8jJx+7/3LAWIrKOc95GRC5CZYpDZy1pUBFxXt1NzrAOAka1iiPUFBA87yZRS854Oggvm7B/wYc4AxkRnzEeyfPlqwNoIUlbCyikha5BSACdkKCsxtp+xkinYBxBB+gO0ufMWuo7SXGI9gnSAHeuX97I8yLsDqiP5MMC3IKwGwysyV59j/AqCjXuDB/aPvtOFhcMHpsclg8myjEx+2uIYx6f8ooNMs6Maiqdn8gYf0ux8QshFyMKK7Ab86Tb1W/XCd0YX4zJ8Fbd7XdXjz5s0AfQZd6Gcm+2qghuNuaZSZM0kzLCmAXRS+xkbDMms3b0yBjWCZWTsHgK6zZyazY9aHILIPOSEJNgCFCGwwsOUTn/gE55yLDYr3n56eic3QLn6CRnyb61KZm4dzl+heAZtzpNwFWQJmfzYJtefJak5Pa/7eCxDrBqiODYGym6MtE48P4GuqrPZZW0Y/y07rP7gN8Hv08UtE586xlky+jX8e427n2fKZGqO6iDkWt1iLzpngdohcnROnjAReyPp6+niedoIV9JldXIbhx2TsnIDUmSvniXXJtW4CDOrShHvu7IPUdj4LeD0V6XJ68S3d31+ITYD3MM3RDnMqi6h7iGNyfPr6rlJX/Oo7c5mlJ11rtaMmgWqQQI0BrIZZqvXxvktgkKjbEgBKABcMi8Ec1Ad2Z+9Of3x8HEbgwcgV9tUX/u9g8c6dO0NQwfso3WSaQwcHS2Iqj8vvXQnFYEdVhLI5KkKBhCZFgwuG8EuSVVFZyjLKLJpqQ4WhWe7s2bMBJEwJY6oMz5ElTJVDMMfys6BAk3BUVwA1DA2ZgsN6uQSkAAx2qF1qWzI4gq7tlW2CGUwjQ9UKXprn/N4k0AcovWJ/MRvGf3B3fy/ab+QaWcAwjzJAGRvBBiiJmq0moCZlCYrcw3HxDz52BIvgJ2UaEoMKDohSPjoiaIX75qyjYEF5+H0dgExGUjnYNpfTZmLd/My8fB7KUb9Er3MsysPzcwXrOATOKmGBaissUxOBNfCNmIGJuqDPRkAr6FVAchdBJCJPe2/+NlBA+BeaobAJ4Oe4BQn2uY4AC+dOsCC4k43yiP7S4RWAhn1yPqYovzaG2XEQkNdOeUHnTt/SbgIwDCZx7IIGQax+awIG7+N4ZI+GYQa95yIVRPSLc3x+LnNsVYr5eUyObCD0Ex2IyhhdAYznri1wHSAbtssk4B721eubm/sBNaQ2MtADkNOLn2gDbQjuDGQw6jxYafov2Ptf/qd/E+vR8Vx44EF4vVTeTBk3wjaaHsU+G60sILT6ietSP0lllNiwcvgjOgY/8x7Ky8ALX24O9DF0Po2kddqVhbLyXf/TukIZk2uvDgPB/JmW5vr1K/hK9sO0lqIkpFHWo8hBENjV1QnT9x5jK2YfXPXZBEgC1E5ggTUTywZPTj6EDGeZQ2oOl6llzblNBfxzWRqTPNOLBH/cuD6TvfzKi1zfCjPbC+Ccz95484141jSrF+p7QnbKzGourh/nzRyL4b7BRqh21CRQbRKoAcBqm7Faf++LBGRjBA9GdKow9/cxlQIkVLoqEU1vKr+XX3kpmBDBgCYqTYQeKjDNckdHXIPz+fIydVsnrRiSokZla2xPxSmLlcyHDcHgCBxsW3ZHBsR+mBNO4Ok97IMO5ip7WUABoe0KIHyp7I36lfES+OgbBs5AQaP4iLqQrSuXcPxvI9fhHaIhBVVo5EYAgKCqVCIFCec1AgBVyLJqx0T7tpGmJII0uJfBAwXO3QMAeni9fdlEuQtWKgBX7yWcEsTqpwanFMrdzlhKy0jlY85VTsfEvVjPVVYyzKyMX/O3fRPkyXIKOvy9nmu8n5/7u2NXZs6TgKINoFeG9dK8vgmg8ZzuDnLQwYaNnBoN3z8+ivsKiuvx9dLkGvcCWIk8bF8GLr0LmhKbJfCqYII8OEim6xJgVXAjq+l8GugC0QZoWAjwJ4PazCZiZZG8iDCc586cz85OniU59wxphgAOmMI12c/NzrK5oJwccyPw3IWlk5CSlRN0uT5cJ8Vi8pNrbmmMNVIB3Mkqn4bdssZv5HoEMC0BMgVg9t/1qllVOR3h2mAUuNVrZB9Nl7KIL+RG+NitB1s3Pj6erbERkS28zXqTCXQNOC+2sbYO2waQddyuT+sm65sXbBumVMGPoMfNzAbMl2Zr++G1+2wkfMnw6e+abxbGxyeZD4M9AP7U8/X50Afv1Ohw9tDDHRHscvnyZTYDdVkPSZjNf3jp0QdpeyKxnvv4egJmX3npReTVln1w+Z1sfHwsm5+byUxBc/mdtxnzcPgM2i/XSxkfUdlJ3ReOTyynN8TGDNN7B9V5kM2dO/PBUu7upVrEt2/PZc8//1z2DuZk1/Tr33gbOZgBoCOem13YPwG30fc+A26ocpN9HiwWD0vtn5oEqkQCNQBYJRNV6+b9lcA2/namWGmkFJo51orFxIwJAB566CGUa3P29ttvZ3PzMyjHPpRVCSA4g38QzBKHoM0UKRal97uuLtm3lJDY7wUL5ukTcDU2kjOPcwQ/Ht7PyELZNBWnNUpNTuu9PQR/goGFhdvBwCXlfIKy3aKfOLrDBFluy+CRO7cXoy2ZDn3DNGfbr9aWbtjN5jBrV1BUwK0Ad9wwgJvMRR1KTpZMk3Q39yzBgkXEY1fygayj7/uMUxbN/gu+VHz+nsAtgTGAGPutwtxi/E0NyYexFUAj4BLoCiJ8mTdNwCMojHb8jnMMVBHs2b7XaPKtA1wqG014AgsTMnsodwGPh30wGCNAG8BKtsvEyM3NpFKBAbXixSzgJ58Xrw0AHIBTHJiifgWHuTmdW0b1kwM+O8Jc6LiTz51mvRQVbh9tS1ZP37LJi+cBo4thJn3wwYvZJz/5ycgheRsQuEElDP1EV2DOHI/RxhOkWtFsL+gbImJZ2Tj2QXzpBKWyTIIY/fyszCILODQ0wjjrIw+l9zdXZAdslf2znVRJpIH5Xgvwc3Nqis+pfCLKjJ5jkrZqDBVSpq6RNJp1IkiyLKFHB0DWtlwr4dtoAnRk6Dy5iRHIHrDZKRAdra+ofpjmODwQDQM6Beee6zgMznGDVIlxASpB/62ApskxGMHYoOxl67gquKHYxRdxA0ZRk+1pStcZOWzezXmq2zS3wvo1aKo/ypqKjdnC4u3Y9GxTK3sIs/vm6hp9ZCODWdg10ohZfW3zbpJ1TL7t+BGae7KF56KpeRhg2ZVdvvwuG6z5bOT0SDCP2Ymbp8MAirK+C4uz2SwMo89o/2AL6x8/SNIBObZtQKlrxsh5Wc5WgKjAex8zteu/dtQkUG0SqAHAapuxWn/viwQEPSl/H5Uv+ONu8lyZFpk/2agrVzDpUgLLklCCLhV2N7nD9EHSLKrZVSBi3jAVZ09Pb1IKd1k6GQGVhApCxiSBuxScoRnOewryZPT0p5Kp8HzvdeYMZbFgZGQC9aNS+Ws6lAkUdAhSBA0JhFCyDeUrcGtv6+I7EzLDXsGA+VkT3xnUocWzHiVZusuiHQKYzJPmsUietksPPRg+gNuwN2X8D09gcPQhE2Q53hZYpZS7zvQliXFUfvB08eJ2MSbBSQAd7umYBQT6oAkEA+DRMUGYLN+97/1OFzbBH9cZa+uhUvferfX6VVKJgvOUnfIWSMqm+ZnAcgfZrcCKEkVAJGx7RC8/RlDGKiD/tde/EX6PAlcDU6IMXdxCM2SKPlamAp/oG6AC/EegQAJX3s+x73A/QXeEPtD/TVKQyNp2Da4yX0OAl/kwjzpfmlGXCDYQzMGfBUizHYGdplETebuWYo3ApsmKddd3s6YaYl5lgp3XTnwZBWoeAiavN8DF9VLH/CpDmbrdXfNRMhuCbFgq72HAkAELAsTsGHM1IC/M5LR3E/bLNaSvXsyD1yl/1rWbH03ldYC+xvAzFfBtxLyWG7qjHz4juiR0UkJNuXloGl5eXglQKbO+D7MmaHbcmmNvXXsnnpkW0rk4t25WZOSKRdMO6cu5jsmVnIEdmPubLLlHDk3SNe1w7yHY7G58FH0Gr1+/Gn0sk4h8HzbctXD27GS2BCB0zP3MxRHydFM0Oz/Hhmo4+teyZ05Fyi3CWrqhsK/KxiAVfQBdtzKb1sI+Okm1tFuZo0M+c8PkmB2PPqGykHtYDXzOQ+7xXdym9k9NAlUjgRoArJqpqnX0fkpAvyMd8TWpZSfktgNATEzgKI8SvHr1anZreipMRgZeaGpcXlmMNC869htsoQLT/Lq5maI2vU6l7GFbMle+yx6oAE0j04tzutcJJlXqXuM5KnXBkQpVAHL9+vUoESbYUyHJ6KWUMIklK2C2TT5Z1M4lU4yK7gAWQhOe7KBKSl/Ao6NUF9UqIIQcZI042DcR8aiiIzojGEDvK5A03csGDEcz7Jh98HOZDYGqL03FVpcQlHioOBP40m+OG8D4HAFI9L3i0jC7el6ACz5wrI69hOnW9vy5HuV5AoCrICujeAV/nl8HiBOc8Eu8m2pFsO33RvAamWt7JfrZzOeSXPq5CUY3AFaNsGOaGpsB1zJcyjpPoBznqaxBxAmQBjIOmThu+wXyCRnYlyKmYU2ZkV4FMLBTMDpb8EkOOsCEx8z0XPJxA5j5nZsL5zT349Rcb3BJEZOn9zByW2DrsQjTZR/T5zDSAEAjaP3dcwRVms6tSXxyrKnaYAbN/JTFg7kKFpRuuFno7e7hvlvhaxdpZTAfO3Zz4jlW52uVvqzjr3b+7LmQocFFBeZ8cmKCsZbCLSEAJz6rRjo3RJAJAJu2NNnTSvTbdaufa5mKKK5H2bf9ffNeprn1JO/nJsH51kXg6G51kFhPMb4DcjgSPEQN42Pmy9hqA0FkzjtJNl5sYJ3WNRP8M5RtzZB3ERbx2uUr1OdlrQLi6jupADJLYBX9aOZBkMnrIXBDkLhKah7lpBl4aflObJx0+zAYxI2XG5ZD2EzTyJSZ33YAnWOqZzl0dqYyczs7y7CX+JQiO/0n6xnjJnNuChg3aPNEJMuw6jbRyBzVjpoEqk0CNQBYbTNW6+99kcAuClxGrCLjBWgq3o0UNRmtil0w5x/5cNiHndCvSlZE5aVi8cgVmcpawGKEpODO64+Okr9dcSc55etHtLS4FEBGQNjW2hEgIZQO16v0BTUyShtUNpAVNC2NDJKpafT3S6DLQIhUg1YTsiBU5/oTGAsVlRGhx4AwwePqynpWIRWJjFc9yt3ybJrsVLIlQI4+gALMZoCpgTCCu3bSa+wgGx3yNW+bYNkAEUGj39tHAaNAyRQh9SaV5jtz91lhRDl4DhEVAXwFYjKRvgQQjYzV6yMtDb/7vWBGAEhD0W6Yg1HOAj79EHOmVLl5D9uvY0z+3gxAEXzKbPUQ5FFPhK2mbGWlSbqLMmRjpyeCPZUZNRKaznENrQMYisjE/hsZHNHBUQFGhlPzsMo9sYDOdQvMqGBwdWUj5BugDDAhkzUzM0PkcRt9Tb57AlZfTc3k7iN5uNGnrgvn2QTkrhnv4WfWoJUp1ifUKFb77rw7NyWipmXPxMMtmLY1/RqE5LWWCLTkmoEm+voxKEfGuZXs3OSZ2EjMzU4H6LbNLqK0rbXrHJnD8sKFC6zzbqK634WtXMSk2Y78CwF2bUP5G/Uu6BTgOW/bBFK4UdHPz3YEqN7X9em61H3BdWi0smUTvTZjHfFR+BaaxsZzkhsEIJi1eAhj6fnKQeZPM7AbnB3cHHzW9IfcxrS7BlPtcynj+8wzz2Sf/exnqPJBVPrb72Sn8Ae0P134gq7xDG7RV+fVOdAf1ud4dm46/GWd/x3WHGKLvsoWGrUf5fioCtTYWh++hEMj3dnWojkWDXIxcIULdti0EQRSWjVfY8qf6GbviHVZO2oSqDYJ1ABgtc1Yrb/3RQKafCuVlTDpCWZUbpp9VZT+odeEJgB8+eWXULIm3DVfoGY7o0NNrXEUYE9TV11bSqarMhTQqXi6YWM0Dy0uWU7NvG6mkEnA0QHI3AgWVVoyQG+88QYM5EQowcNDgjLogwyK/ZFRsm2ZGfsQLBV8l33RZL24sBxg1PMKMDdglfCtkoWSJdKXz8N+GMlrvxoAii2AmR6AkyBSlrOVpLsC1Rszt4JRaWxqo0asZkud+lPfBYeO0d/th++WPgODBWBQRwr01mBoTHFyxBi2lQkyE5SeYGLUjKsfmdVCctkIAIuMVZ9EwZHvyrEAa+a4m2EvlcU2ARVeg05O/oS0IQOoLDSnC9o6iAydmJjMjq5dD8Clv6SJiD3AG7QLywhYEQ6atjofi20UMad66OwfgQwyi1zj/Anay42FqCqhbD0co/10Pjvr2gO41RXasscffwI/tuns66++GOcJ4re2V7Knn34qAL2Mrm045+PjVG0ByCS52j9AGN8bkb60uMq4qXUM+FYOvvSvU5b9p1wnmiCtL7wT63WVBMquG8u5OS7XlnN6i7Qwa5g8nWsrXqzD7mpmdg0KyFYAV8pP/9fF5QWAkZsaklOzPoXimpk3Nyuct5sN9J6Oa8x3KbByw+L4fYaUYawz+lfhGYn8lvzsu+DN9uyr58emgw2GY1K+BmX09BG4hBlXFk8gaUlGv3/80mTWy3fvXXkPJh2mEzZPs++tmWk2KDvxXMxj7t4DuLrx6SU10wog2ueloWBUtOCZoBk2JuZ3LEGL2yfneZlo4kKhE6YRf0zMzocnFXx/eQbWYTR30kbOtefYnAcr4zgOkGgAcEseCmxrR00C1SaBGgCsthmr9fe+SMCky5rb/KMuw6KS1ESk8pqcnAxlf/3aLcCMzmCwYdQRRZ+FYlKpCA6WlpYBbCMoDRzqYXo2t8zRRoQtygJ3sTD/7uzKkKArMIX19qgwqdCBolIRaR4zLcri/GLWBEvRAAvZCsuEbgyH9wT2CBLBd0tFvYvjvErRQ4DaT9krFekWTvGyOxVMe/s41TdqluOcdhT68QG5CGHzKgQfmP+vAXPVMSCpAHBg9FkXpjZfJUxYuzuH+EzBTpUBhGukCmln3PSpBcVt1OvKGqZwzGn6PoXJT+YDmTQzdn0LDZrYI4jAPH8F5Li3vw0YkZHKYP5I2UIZNiswbO9oJsb8Rp92AYS7soM0VCSZ8iGv5QqJfmHutjAFDndSdxcz/D4gcpKkwTd2AbRlgB4gqVwnWCcKlUCLvVWqfiwTId1zCnPlcfbaG+8G2mvr6MnaYAZ7AATLjGGHfh3CthWQQRk0aPoQXQHqmruyPfqws76TDfYhV0CKSn0X5d7RSAkKokiXl2GNma8m5Hvz9g3mGQDYRBLm9p6sH2av+QQ2FaBaAIiXYLA+9OCHs+vv3cga6ggW2MSMWN+WXb96m5yRj7HOdrNLly7hanAt+/o3Xg7Ga7eCWwJyXMAvz361tPXyboAOmwza3iUVzRom3NHRU1kvJvvFdcyRbECu3ZoKBusGwQsGfpyUMOuXjmNzYHvLS1SS6dfP1OTFDdl1fOUuTD4YKYFaO7aydljLlTu2vZ4dUOnFnIhtspmYdo/4/RhA3irwwXdP8L5KHr92vl+ZnSHQY59nAgC5OBdz2En08AGL/zy5+uZmYPIAWbOM0UTZdae7WQ8CdtIFAVpZjtn6MtH45b0Ar67r1Tvk2DtuztYX9gMcuxEq7JEfsHOCOcAnsu0YcPs+pv6NrBFmsKH1NMxvAwEbfSQinw7zcTtzcLRHfkJS4fS0FrKuli42DimfoeuutZ2qII3U2cYUb3lEQfIWrhzrVFcRDI+OnMWHM5l+L7/zWmzGKmxQNBnbH+sGy/4KKMuFFoLJNoMNt/+1oyaBapIAlpS7GqWael3ra00C/0wJqMAEe08/ex7g0hTMl+DDP+aCQUGXf+RVnLIlHoIvX7IULc2wYpxbT6CAfleCRa+XCVF5CCCNyPSxksmSzfF7y3zVSZNxHKMMvYdRnQJBzwlmgWtkPDR/ea0RowLKjbUUCSuzYwoYlacMhH2V9fNeJo5Gb3N//oG9KQEoZVy2SOmhSXRPNgclZiqPY048Aby1oOCffvzJrIeIx05ATCOsUwFfxTYYlgHMzyvrqd7p7TspIe+NG9ey//PTfxcJrf2r0dZmVQkTGgvoUt1czemOpwxwEQgra9ksZbeGX9Yh0ZKer9+in+VJsB2b1znuA4ICumEjO/FXfPLiZDZ+ahSWbDLu0QQL1wLI0LRXAaTN3rqRXSeyEwyaPXD2TDb24Y9HG4vLq2G6bgbcCpJvEBX70tdeICXKbQINSCAMC2g5PKtGtDCfkxcuxvxbYs254WYBoIKNBOA7r74MeNBUPDV1PeZBlq6lZYAasw+HC8Dg8GgwcAwlQLpVLf7hi89lf/EX/wYg2hiBRYvLVKKAgbS90ZG+YOpMgGzgiZ9Z+UJZ6AJwgxyDMpitLR18d4Cv3jnW2n4wwlawkKX+4KrMdZENCXVvyUfYxpiVp6yj5uER+iTwm5+/E2vGdf3+5Q+CnXXN9gAmQx6wrf2Ycg1IuY0rgv1pIpWNDJfhOfZpXdDEpkLWbGzsFICXXIAA/XZYV6PWL56/CJO5A1jFXLyxB4OMP93eUTY9NZsdsiZ0bdBcbIS9c2ji6Cnm5tq1a8GEykIqc59TmUL75xpqL6Wk5K30vRH5aMq/TVTwMsmgizwz+vodw9zZRyaPAJS9YGNlJ1sxQ9umVWyUne0ukwRexrWbTZTPUgV5xbqEF/b5cs220BfcC2NdeL3rSNO8Eb/20wAar5Vp9Tl+8TlqCPN3QhN57ahJoBokUGMAq2GWan287xKwskOYhFAY/uH3UCGdP38+GEHBnQo0/rhzjgBNQNOAOU5lgBExkkirRFQY+riptDxf/CCL4uG5AgrTXTTLNAH6TPUhAAJ+wECkaFfbV2kL6MwtqGlKACgozduRPdR03dRMrjqUsmBBwKWysizdQUXQaeAGfnWwgfZNU2H5gLZR6vrW6TfmOPL0GPZdhaUi814DMFlllFsoRdrX+d38dkVkILNnAMbQ3bQ4H/rwk9zfCGSTRadybY7P32VEvb8v2yoQUdtKkmYBnwrY8ev/p2z0zcMgh942ehnzOgzSDnIsApL6uvsAp13h41eBgREEFRijCrfEmK0+0gQztQsLeAdGdhzZWuZsj2CIHZS986Hfo+8CCf284p6Mu4x25y6wko2ARa5RplQ3Cf9CUoeYQNt50fhdbiJFDmDuGNm6WppakslPmRbxQ9yizwsrq8E05vWTTamyz9gfffzx7Nlb35t99YV/CDZu+tYM4HCAcXVgll0LoH4MqDikvN/8HLV0SVeCGAK0GXWs39742Di2YdK0MP5FfAiVKxkWA6AJ/kxO7HrRN68en1XBibkSm4hePmAcpk45IKWJ+R7X9pYJDElJqs2NhyE/osVdv5p73ThMTIxF9RlZ32HY5lVcEGZmb1E+jZJzW7onHIXf3u4+PnakatEfzlyWzbDN+kEeU56ugp/d8sJqpOrp6+/KVpkTK2rcmroZwM91+9YbbybAJfONz6YMq/cfgIX13XOcr4NtzNkDXQEe92Gv5wHySwDpTcbUQSSy62GDtS4zrm+nbK/P0OjwCL6DC3htEF1OVHMTPoatrd3kvGyOZ5YlFaA4r+Bi3kVBnEBP39N61qDPiz/7ammifN/afLa0sBjg22c2Nng1H0D/TNWOKpNADQBW2YTVunt/JJBSs6jK9efRIRx7FD+/+OJXQ+kIBlVq/vH30EfOAI0S7JSAMZQBymmbqgom3FURqJS9RtCgeVczcQ4gfZcZEXRqPhIwCuaixBpgzfekTHRIR1+hsLymSNLm7Jh8e5hPBVIqw/xlvwSYAkExrIBKAOY9trfWwjdLJgRcRYQlIAiwIgOoIxwEWLAl3sPx5EEw/i6zuMWrgTQbJlfuAICs4pelibkXc+qlRx8OPzKT4NLTAJkm9vWwpJ7Ks39I8yVAABOpINT6vspkbe1O3E8/QVPpgM1inAaveO9gAf0ORbyDjVCQJNti6pmGZvzLMNXp4L+HvDXhm6uuHX/LY3y3dgCngtR9+qnP5B2SJWv+lgW0bRk18/YZyS3QMcjhmA4cYWou4rOo/AXByk/AF/WPmQsZQj8/5Jx1Xjo8WnJPcOL9S3x/gAyXuOcKIKodkCRo1ixudREZvUcvPZb9u3//v8baMC9g+PUhn3ZYaFOKuJ7A2BEN28QacgNy4zpl4Pi8oxN/Uua3E6A+PT3DKqXfvIz0NdWM95K1O3fubHYEALw9R0CKzCtghWUU8jdCu50Akj7AtOunjtgMNxRlWL8dcimatLqLfliD19RDI5Rp08XACOZ5ShhqQjUSvKerN5vfWYoAEvP1mb6loTEx0kbMm45HQFTk3Hqqehwfs8ZxGTg38UB2CnOwa0HW1M3VEfP11JMfivsN9PaljQOy7OtJCc41zSoXrznpojReVzNyxs2BgJfWtgYYyNEAwzv4AB6flGFK8R2k/25oOphzc/it4BPZDOgL1g8/x+27m4ItNiECvYnJ8/FcmdrFOW5nPgP0s1587wDoe//FxaVgAD1HYNrdndL1+Ez6/LgBqh01CVSbBGoAsNpmrNbf+yKBJVgU8NndP97JJ03myj/wHrIhKggBlmYrFZHswvSt2wEmmgme6CDiMMDNEZVEAED1KHtNbUY+CihVhEa42q6MSQNty1T4c6oighoXuXGEOfcuwLN2sPnVTB0juNtYJxkzbQm2BKbApLhGUKMCUlGp1D3HgAzH4M+h4AV7fAbPeS/oAnIGvy4YPZS0Zi3B7cTY2RijinKXa0sAXyMqzbGmGdF3o2wff+wxwN9o9MMcg/apjJ9gRPLSF6kr8/MtErwgCBG4CXbXYaAcqwynY0r9TX1WBDn4871I32Re6HDI85hrBLcFwEYTzvzHjMffD+iTfnr9+Pe1AAbrYXjCH5KoZu8hEHVst4ms3Qbk6TcoKyf6Fbzu4k9oXV43A4cwlMpMkyPejIBlfTiJjAYInhQaYRfvkFMw1X4tyjZhCjU6WiBWV+7FZD4MKCGhOPNPtzH5M/+wkbK9srOW+TOXYJExmOR6kQTeW8zvJ575cERdH+FgWkcErtUsBDBFGEhZSdtXhjembmUDACbNmNZrtmLGxtoc6YkOslMjo5xfn104fzabvjmV3aHsmdHRpqo5hEG0tJ6/WzdYX09lvF8kiIUkyEcHRssCCAHompSbYKn1j5zHz6+3vy8bHx+PCOruDhKLA3iXFpZizWl6bgT4GYDBrOIfiu8o2mQThs/npgyQskJKMyB0aLgvO3d+glQrA/G8WDrx7OSZWANG/37oiScD5LuoBeH2z89l2QxYMfraMnl1m8wXc6QrgyZfy7qRDJF5xP2CoBFzdmoGX/XZpg2fEjcCR4fMO8+g26C2loaIdnajdMAa2mQDJ4Pqc17POpYRNw9gXM88zyJPn6fIgcl4XLc56Et5AdMmrOCCqR01CVSZBGoAsMomrNbd+yMBmQ0ZpPiDzx91/8j7h92XysDP9ZXyD75ASmDkdx2USzNVhqyU18hc+bMArgVQ6LWe53UyXCq0xDBifjKYgENzsOcIfCIQhHsJVLwnGCXAi8yivwtKBDv2QaAnI1kBBAikzA/n94JT2zo+JvKEd0GHoIZPeMe8ijL0vxOYK+8rACoQDGJ7AqUCjKT99me6Sx4+8t6h7Bvx75OlaYJh0ugtE1aPaU6Qdf2Dqyj2wTABc+MIZlGBdgH6WunPGsDSQ4C8h9lRc6ym6RZkugFLlABg8gfU/BvK1L7yn7kCUcmAOpQxMhQMtJEQeYukznUAozZKopVlnTDJmsOule/05ywBZCx7JoMnSzM2NpadzEwTOUqtZl6r+EN6n2MjpQE8dQAJgVMTLKG+bcqjDt9OZe3cChLLACL99eYoE7Zr5RZkqdl9i5+LRSJwyzvZWfzfzl54gHQzp7MOGLYwF8NCCgStenJr+hal3EYxuw5GEuPR0VG/CJbvzp3Fe3MfARWwY+bMY9IoedeWFQGJAhXN2LJQVqFwngTTJpP23ahuBhPgZx0Tt8mbNYGeUJNZ+QnKt2VQAaf23Y1I+6kWgoRS9G07QA/IE4C9HtBz7szZALeaY4cB1645k2t7L034pSJsJ8+Pa2xzey2AX3uXLK2bDZllQRH1k0mU3Q+bZ4oekzy//tr7wSrqJ5ivd392fhcop+iasA3nrszaltnbIwjFZ2vO0nqsHRM4y2RvwHAvYnI30hfkT0m7GeaRdXfXxC+jKCNZZn4bm1MOSiuTxHOHPHZZ18USATywxz4ju6xRc4Ouw4bqJyjQ1vxeRm5u2GTvDdxxXZyGefTdfvks2u/aUZNANUqgBgCrcdZqff7/LQHBiAotZ88ESbJhfhbMGUovAasUrJCfe3SYgJOKyvQoAidTvmjC1f+qsqU5OSmyOtgeD819nme7Aj4Biqk8ggkEcQkIZbLMI+d9gsVAsWnWk/HzM++V6xlNzR72z34LAjkllBs4ASWaSmOFKXiDtDFlHNwhKGzH8wWWtitwdRyyOTIkW/qNYa5s5HuVW0NdS5xjCa0Fkt5qAtfsKLtpO6YRMTedbYRPI585Vu97CBj0+1mYJFkY21O+9k+FG+8oYpBL+p9rbdPD0myW/xKE2q9dfMc8gpXFbD5GFG4HbKQMmznkSty/gEJW3o1NxwEoBkepxnHhQtY3NBjgaWZuNpuexYcNlqgDpsvUPhsbOvTDAJL9V5ZIBkyws05ggZHSAszGXZL/bsk6UfcVAGDuQ/u/AVDopRyZGwIrf4yMnAqQ5EbBcco+yeAqa6uEmPtvfGySAJpbgNQlxtYQcp/DvCqgGxweiusEfwtL1OKF5evu7cm2+G6HddNNgmOZr8JBIUB170A/kcDKmnYw1W4Q1KBZdQNQNATQ3MMU39pDKTPW1vTNGfzwtvGn7M16hvF/A0ht7a5kJ46ViODGPjY/AKJ2cwRmibHWdGySaFnORnwsXXvmZLxw7nx25eoNZH8QptxyUwF5L8QasFSi+Qc18Taxvm5cm3LaAgi6YeglkldAvArg6wLkObdvkv5IMChbK2PsoenXteC6sl6x4yq2mnJlm0TN+JdilhXw7hN8IpBvod+WkvO5KHJdB/cP0Mmak408oR3bboWJdSOySU5B50+2HvSICRtfP8bmc+tc2C+B8zHs8AHJtwWNbuQE0D1EPMMVZuvI2RRMrmvvnT+bMYDaPzUJVIkEagCwSiaq1s37K4FeGAIDCg4PU047QY15wQQAgiNBlYAjgbYEqDRzLi9uxR9+QY5+WoKwlZW1AJKyIioSaTiv9+dglQA0Ah7v194OK0GErkzKFqXm9AP0HM/dge1QoQkw9MnzGu+/h6lSMCSAUxHJdKh07J+fq6D28ZlTaabqJjuR4sNx9Pf3RqWCHVKf1EUlCYM60jgFJyoxwcbVKzeysclJAhpSUEkT42qAATTJtOyQZjhBgeXEpqdvhpI0Z94Bpu/EVOoXRxUKAKDJjjcZl9GrKwQ5qOBVqh4yJ/bTlwrXMXm941dmKuCGVqKWYdBOjluDadKvUjDSArt2eLiTTRE12g3A6R8gYhWWymTAzUSCdhNd2tRAUmnuY2qfazeuky5kNxilj3/3d2WDo0PZG2++HgmSBwZ7SKcyGvn3BLVNJPo2Tc4GrJXAYw5GyVQ3BjTIhNovI14FT0cwcnOzC9kjl0ayH/jBH8p++L/+iWhT30Nl7nw0sz5oRnIq5OY6ERxOjk+Q5sX52wy5E5kR90sgnhQlgHJZUs81IOmlV1+BPcOXDVB6aux09KMVkN5B0uZ9omzXAdetyMfqMZceeSg7P3GaoIf18N1cIr3QE489nn3Pxz+ZffXLX4l1FQwY60u/Q+/Z3kFqF+TXQl1hgXqALqK1zZvns6DvoYA2gpMA3P4sY3f+4lnmlShYIm9NgD5HpLhzKSByjgVe45iPVxeZGxjAp556ilQwqd6wAE/A941vfOPeGnYtKDvXkGPJnx8jhvVF3D2xXvAuQHcpzO1bsJ/RvyM2F4A5E5cXaMP+b8E6r5Pz0OdqGF/Gw7r1kKvrz/rfrvnBgZPsMqB0wHQ6pskB3AlcdVXYqGywZtgoABrrWEwm+dY1wLEpPyOXfdYNKApG8PQFqsHM2nztqEmgqiRQA4BVNV21zt4vCWh23AfQ4XUU4EPlpdIVUOmfJygxybMvD4HXEYyAPkmCGZVlCXOkIE1l5vWCO81iggXNvymZcGK1BDxN+BDZ9gHVBkyJot+gjKDA08N3FdhBUWCqf5y+WansmspOhst+aYLWlKlCtN1g1lB+Bp3odG85Ms/zUEFZqqqBhsp0pQlAYy7AJszfKlwBh+cKAgUpDTjP03j0w0oppgDR0V+2zZJsmo8NrPBlLVwdKTWz7cKObQNKK9zb2qrTC2uhJKME2F0w7Njsj7L0no5HheoguQOmRHwcCRxQbvE7AQqO1UOZn4TSxzQLUFPmpsz5f9h7r1jbsrPec+ycc45np5PqhCqXq2yXAzaFgQtuAw0tofsAPPCAEPAAEkJIPBBEEFILITXQ3RKieWjUV9Dy5WKCq2xju3JOJ4d9ds45592/3zfPKhvU96rdOkh3oTWr1tlrzTXnHGN8Y8z1/ef/Sx2wZHUAiv3tjTRF3VcZqFdefy0tADqXYMXmYd5kseZgMGsBPY2N9REBuk3fBfCWZ2um+snm1n4AVesJy3jKBjqnc5h+TWbd0qxJkUojmEhnZ+YC9Pzcz/1c+p7v+RxtLZGweT7twDA1YZ4WNFphxD7vs2aqYfsqkfkCiY4nJsYiaMJIY03qdZiGrT6j2dMyZoL6Zh5ORgB/MlWCGMuczS7MEtwxnS48djHWmP5svQAZj7c6igBFYLYHg1gKmB67P4pfJymKAHACWwNhBOvtbZ1ExvalF28+B1umeZOoYPw1Nffqq6iPoPO0viHrytyyThphDs1vKKgzkbgPP/bX4Jb9Q0sdZpHfrtnw/2Ot7sE8bm/spiXYztpqIrXLqwlCoawiYGttNUvx4r1gWqU6GDyjv+fxixQIusVa5t4SsAk+By52sebI7wd4FSTOzM3G+z1MsPX15aSZGSd3ZHsAYpZVRAsbHLMFODw8JXUNNaBLAHmeawthCke2yk8AbdLzFe5JXQI05ZsGyftxbmo61sgsORa9VwSPyjpK6MG0t7WZuJr7IDhfe17YChLIHwkUAGD+zFWhp49QAkaoCoAEUb5kHMpRGL4EcLuwObJSOWZKoKJy0k/IY1WSKmffBzjkbyMJaTUpaQ7VP8zv0PMBBgUTRoseYGprIUhhZ9uUIlneO9v3Wl6/GLbQaMvTksxcK8ATJNqe3/vSgV2GsKQkY9UEU/YTtUlbMo8JZSWQytKfKDbPN/WL7ZRBS3m81/YYlaBK3e/CPCjoYxMQO+7qoyy3n98bRat8bNN+gw8COLpPIOrYNRXPkv4j/P/0kaJfNB8BDQZh5HIZ2j7iiT6oPwMUkmfPPvnZc8pI1SLAsFzXEc7+NU1tYB9kYw4/ZQqgrCEa9QSGc22VPG2YdR/guD8FQJilHysAdSuDOK55WEGjXK0da1vuMyhA2dTVUOWBa9knK1wYhW1liv2H+R0FqXWYHmV7ne/BfipTAApl27pau+gbKXkAPoKESuQkeN5CVmTVDpO2KVRkyn7sf/xi+sY3vh7XdXwfffKpmBfnwGvP0UfXiAB3ATDKcorxDw8OwgJS1u9oL+ZLn8dZ/OA0VZoCxsjZ7R1KpwHCrJRxlajjgVz9BwoAAEAASURBVP7BNDMxQyDIQgSnnJ4gR+ZihjaC7aafBiytwtLuwSBnlTu4PqArmwt8UgGu64BKzdH63zUDcE0KLni2TFwJAJpTY03oj+na9JoVsNxFgK4jymNrOmXa09s3306DjGMAZtAHKFPVOIc+dNme60fZ+nJ9CrRcV4K22ppG2Nk55mQ5/CD15yvhgUQwaS3mWAvIur4myyMoG3tEx1yzlvMTpMncLhIJXLy4EuZ6Gf3qepPg4E9KtH0F68xIcR+E9O11DlpYOzU87GiG9h7ZIgr8a89/NcD2EwREncMkbrS2ycBTesnbprAVJJA3EigAwLyZqkJHH60E0L5sKqyMeTMAAzMsvnYCH0GIykNwIJPjZ5WS5iVZQJWTAMdjM1MUtV4N3EAhek6uXqttGASiUivCFKaSC+DzELzIugg2ZftU/OCP2IK5oz1N05BvfG8OvCywQhComVml6ct++vIaMm4lOOkbIGJb9t0qDMBRGJ8MbJkIughWaI+AAMflOJoaWqPf9t0xGWxwgIlapVdW3h5K0fcmQNafzf5tbW8BVjPF7Tm5cWl+XV/PfOEEkIKpHEPie/uvwrb+alZ6LQPaQkTTsphb8BRfL0FfJMbGz60YNoY0eZxn0m58E0kPI2up+XZ5GeADa9iK0/86YGgCpsxEv2uAqlVMp4ecY0oW50ngIZiT4Wsh0toIUIEaOAPWqCVS+pjs+YhUI6uwjxQlAdCREoYqMfoECkjaMEvqX+haUX6LMI+TD0ZD1oJKo8XrAIJLS4scs5U6u9qjZFwH+RNNltzZ2R459QxSeOv9t5PJxGXPKkgnpFla1k2/0rGJCSqykLqEMTVh8i0jaMF+WBGkGhAbQTqsWVku+2G0dClRy7LSuDSSzHmRYIYDwFsH4zIAKTt2nkjeDZKV18C6GcFdw3eHZSC0kC+R1jXKpx7fP1hQjpH93WCui3Z9yGCWmD/9O2UhOxhbG+bSPqq0mMB8ij77IMIjBtcjAAMwWAd4O9g/ScNnR1g/Y+HL+OlPfzqdv3ghXb9+Pcz1NTCUlhmUrfYhQRbZObQt1/Hkf56OBzYIwGwf81BMnythFstJyaJJdptAjXpyTUrxeZ+6HpuJZH8w9iDm3TVXxDrStNve0QN7V03lm4UAvK5n80niMBjAL+RJ25W1sOUwugY8CVRXAem3bt0JEDs7Mx/MsGtbsFjYChLINwkUAGC+zVihv49EAru7hwE2BCjFMG6afvwRV9modAQLluMybQvWPH7jLQFVjiN/V5iBZAmsaiHbJeuj8hNInZKPrFSkBdBRAbkJMkO78q+gYXpqlrb0S6pDGWk2/LZ/UQAjGjSJr2beY2qW6t9n/wSBajeP8fMpaTwEgDlApdISEHmcLGKMDdbHbgCt4jyB6DGBD9iv02FVVmv4EH9Er+PxAjkZF086PcLkC6sDBoCJy/La6YtmTjhCUzD5GiVLwMcmwBPToNc45hrzMDtbJKUW+Lq5X2DJ/wEkzWInmPaz4FvlmwHtrJ6s4jJS91DwixyNxBUUFpO/JszqAEOBm8yMASLri7OU0KtI/b3dJOldJkjhbtQaNlig7oQyeszL/OhEunhxOObEpL/bgMNjzNb6F2oCnKVKxil91/TsXOoj2NfbE/MrO2d/pyenIg+kZch2Afvvvf0OvnM1abC7L/zPVhn3NmbSVqNYARmyh/MAJVOtnCVFy+uvvhLl7dbWl6i5exGQjCxJT/PGW28GaOzvGwgT6mMjl9JHP/Z0eu6551LLVmMwkROTY4Ajq5Ak1mBPsK/FRPYcIyPnbWpqJgChiY8PeRC4fv19zKEbaXhgGHbvmMof9/DfbAx5+7CwDlgSlGVuAHURec2yjweV9q7KuA98oNlnrUTEOKlwSlgTx8hOH08jltdI/SILLJNn2T7nUdcKg5oOufYhPq8dsKOVFfgX8jDR2FARAR4+SAjYXGv61+kjap8MRhKcub41sZouxvtMn8EKfDQFnZryjbxtamkGxxP5vLyQxsZnYeLOMP5KzOSzcb4+q5UB+Ncp63Y55KoPn2t7nRyOE2OTsICAToDk/kEWWc1TRqxVGUODe2z39NCa3dYUxsUBIN7enuWStJJJE/kZawCcIyPn6BvJpgtbQQJ5JoECAMyzCSt099FIoBTgUU1Ag6BN4KcSVRnKWOQYPyM+S0qyChmWoJIB0CndczSBCRZVKIIqQZxgRuXl+V4v57MnEBQEZakkuCbgTGUpyIzvYOtKimG8CADJwFzG1IHnIumtNXpVmv96ywFM99ueEa2eLwPjJpMlQ6fp1zxlmiXtn0CxCPOZStcx7DKGrWpAHyBnV9DFMW76/Jly44jjBWIyQSaIdp8vGZtiGCn7oYJ0jJqg9QUsI6igGH8+N8FdQFC6lgN/WaLrDBTaz0gD41GAO1M0l5LmpQoz9ikOXQEUK/gMMDstJj8ebcjEyeTpz+imuU+z3zHjN32ISv2I/kLoEOiAjxmgU5Ou81RZLsuJ4ocFK9PHEHDb09MdgGSBNDKHR7swXwepmyoZsnYybEbyzs8tkAi7PU2v4zvIWC1fZmDP8UefTkWsgXoAp3O8TP66CmRuf+yfSa0NKPnEJz6W/tPf/KfU29fJcdS85RrV+NEJqu/cvwMbNYssMzPtNCbsV199FWat62FgEKAZgLKHbEub62H5DpFzVqWiHd83yw/qo2guQqOMz8NQPngwRuBLX/j1reFPCD/IuqtI9TxcVBLkgbAjKla/xmLT3SA7/fJamuuCcT3iQWIXEL8doCnrr4mthyk3d0Ry8o2NlTCFHi7w0MSSk9G0FnC4LMCKba7tcC3yBRK1PTd7P7319rVYb657QaT3UjBtrNdtZKX/6CpBGLl9EenN2tshwv72g8m4z8x/uLUpaFsMYKpP3vlzWSoZWd1m5tcHnAPWtfdEKTIbf0AAEQxjFTkJT1kQ2wQoeV90dXVHsvDiEoJLfCBg2ff19QXwMwej0fhHRBp/+548CeCuGfz996+FP6Pf1SPzKiKJC1tBAvkmgQIAzLcZK/T3kUhAlmwOhS4AEvg1NdUEGyGYERgZzerfXHCEx62SMmN0dCwAjaDE8y5fuhLBEFmKlIxRk50S9IRiRbkKqDTltuHcL8OxurLJXxQwis8o2TAto2QFBJo8zeMnkJDN06Ssec1jNqxEARuxs3MawQxN+MM1EsUogM2BTpWrYxOU5jbH5Pn+zYAiqVNgVARDRlgS+xmKXDbkAKDXiYk7kiYDboIxBGxkAGo+jWHCE9jKpthPzc7KyGCZDEjjg4ZiX4I9KoLBtN0wqeK3d4Rpz3Jq5torAxgpIxk9AZt98/hK2DjhZ09fDxGsVyLBr0pWP8BKAgZQ6amU+l0mK1Zpa/o9ghGaxLR65+YHqf3i2fTxTz4TQEpQ4jEC0giEoU395ATfw0ND4c81Oz1JTeHt1DNwFlPgegC+OuoQH9Cn2empACMGNiwBDAcHRwB9dwEFKb3z9tvhw7mztZf6MTMqx0rA2xZjrKKdxvraSMg8w/UNMvnq81+JZNC9fd20DwC1+gjzTZIXwNRRunT5crRljd7rN6+lO3cyRnaQXIYffPBuOoM8lpfnAcbkKgQo9VFKbmU+F3V8GG4JrlFTAPUPnAnW+DMwijdu3Anwf/bCxchRaHSvc1cCQPdBRvZtfYPI3dLKWJuanl2v6wDGZVKd6GvZQSoda/3aX+dCZm5pBZALIG9tbyEXHylySNFiwm9dEBobYMFh4xYXpw1ypqzbKZVQnkxVdXfjocdgFdk/HzAuwc65DpSx6yZbL7pi7KQXX3wx7s8agPUn+s/HcrbM3iLRx87r6Pgo4KsZMNnFPdIfbgOCbcGx/nx1mHR9cFoH7Bu0Mo2p3vEWF+FT6/pLZZjcs8hq0/jI+Mkaj4+Pc61jKqucTQ/uXQ+ZGqhj6qa//dsvEXwzGP08d+4CuSYHAwyCNQtbQQJ5J4GS32TLu14XOlyQwP9PCcgc/cEf/AERoeUwPTJmMEUoDMGWUY0CHcGGvmbm/LIEmukepgEDHiuTs4lybEIhygpdu3Yzonn1ldLvrgyfKhWFpjEBj2XiamoFk6YS0QSMiRYlKshpAzRYe3YbAHJAX/bwOysHdJYRiLIL61FC8EcVoOfgYJ19pngx2MOoYBL5AuAEMjKQKk2BpQrM9CCybWsEDGh2Lq3BR4+o4xJNqgcALYIGqlDkpv04MzCQWtq7Ugm+icuAgl2cx3zfgQ9bC9cipCTMfFt7WzBC+CDCjN28fQNz3lqAuFL6WcK4cF8zLoNUHDUwi+VRF7e4RDO6Zl7AKGNTnpahE6TIpGrWNnei/lOCFl+C7trahtTA8V34lT3+2BOptXMQ8zIR1HXtgJEa5EM5MIDGAfKFFIzXBnO0sjLPqEmYjf+jqVxefPkF0pusYEKk8gPyb2mpY7w9gJhTxtZMn/Ehgwmsb6lP86YW6agmiId6ygRZrK4uInsAJ+MxUGCX6Nkj/Ch3cBvQh2wTWR2SB28HuW7vbxBYsEK6GSJNK4oBJwu0x4MDbY6N3iKnYkovf+tr6ea1t9MPf+HzmJEn0v17d8L0vAkLODaG6RlfuXJKDG4RNXsKuDVad4kgGs3L//SPz8NYNgBVqlJf91lyGHbCsnUDrDDP7xWnVqprMK2AQky0x9Wwj0BKglK72ogAPqSKTWM769I0Q6R+Adju72/iw4b5EtAqU9iCGdN0M7LDMr2PAUQNnCnHN7W7pyfyOOrRdwBrNjc9RxokUp+wFvV1XIDptDaxya/LYGYH+4dZ/xURmKEfaDVgfpF56eprZ3EcpZbONlYkCdExvbZiSi0qMTUOgU9FRGbXdcLQbtPmORi+49TTi7kepryurim98eY7qbnWutDMEbLdWl/EB9Locx5AMONPjI+mKQJ/jpiflYWl1NbQkloIytBEXlVO5D2y++CD26TuWaItK77ArHOs99cWQLIVczKPR7C+/BZwPSO2jeS+ce09xipTXs76gV2l30alV1L7uK2tgSTSNdx/VB053ea6e+ntt8bSr//6r8eDIwu7sBUk8N+9BAoM4H/3U1To4L+FBMytJgslGJE1E0TJfAhQZA1kOmQLZCI8RsDn9x7bSpoQGSuT+soSymAsL+HjRDWEDdkUAKSO4+wOxk3QqVnr6CBj4WRSZOxkzARwfqevk8fl+uFfry1zsboyHccrB4Glm+Avx+bZJzevmXvZJzePcSy5zfeyeraV1SKmriq+iPapAkaz3QAGlLuMDAMOltPoTxXi+kaW7zAiXTlW/0gHqdnQIAarPxhsUVMDYID6yZjPrAqD/bENWdMcO+ln9zt+93m84662L0S5Ov7vNJfXwOgIJJ2PI1g0ZRAKmWtW1daAd0/SOGZUAfsBYHpubps5mkR5k5qlJvNr00z44MGDYFCdZ33orly5ArgZjeuCA+K6rgPNu86L5sol8tlpPvWzpta11U0eBNYBnviyrVIPGrAoo2Zi5QoeAlph0uowDU7DAGou3yCtyv/2v/7vaQPmzzQvJYDjUkCw8+k6UN5OUy6KVR+5TcCJNmz94awDrGwGAO1vvvkmDOGdVALqNmhEk6uRtzvkRvQ82chgbgH0Vrtpr8JEvF8dspJh1szpOjHi1WO9bl9vawRKLAAKnRMfJmR2XS+6OwjolJcBKyursyFTHzqcQ+8T1+mtW7fi2vbBOXJcTz/9dKS5cW6P8GeNdQvIrayQgW5Lm4x7YnwKE2pteuaZZ/Cr3Y2E6Ddv3kjnhofSJPfYx5/6KEwvaZOYjyWieF0XTcypZt0xGGnvUVlFK9YsLy4BENfoe2PkrNREfIwJ2oc72XPZS1n18+fPxhiOoHMNWPF8o9Oze73hoXkaVpiHHde7c7O3lwWluIbdZCFz95bjK2wFCeSbBAoAMN9mrNDfRyIBU3VUEkSgMlEpuan0BT8qQJWiP/AqPUGUil/Qp7LxnGChUKLDwyMcSwm0JtOerIeil4GrK60F2GQmVE1luWuqKFSagp4MZGRlvTIwk5mLVd4qaI+1PRM/m5bC/eb4sz9FRZoys7QZms5k03x5jOyaEc1uRvN6nax9fOgABdb2zYFHj/elObiRVzOl3hxfTqEqD6NBZZDst2CztphkxSj4cLBDVvZRx3/bEESqIE+PqwLc+F1EAaMf9dPzGPPUKROvF3182AcrgMjE6Lsnk6RTvvPgHHhN+5LLC7gPkDqArTnGSZ/CwTE/RhXvLk0B8EZppwgFT5oWmFAVvgBL07yy8kU3IrVHgBfq3F68eDHmwzmpoHJKjAkfUGXjPiOAlZl9cS40BbsmnLcZAkhKS64z7STsZq52YAjfo8JFCz5xtlMGawlpmf7pua+nS1cew8xYmZbmlsKn8oknngwAZTCEgMkSaMpYc6qg2vQuy8ur6c7texGtasoTQYzRzA2wm2GujMTOgF7WhsELPb1dYWJ2/boWq+uyiiFGpmveFtCUIdeYC+ZgcnKS/ICkAGK/4x0aGI75vXHjRpohYMlgnsEzAzGf197/ILV1Njx0AcjS8CgDo6J9qFBGytKADQGmfwVJvt87pkb0wjJgvB52s5zvJpnPSvrbznmnVAV5O0zZZ88Np5WlmfT68jjseVV65hNPUipuItpcWFqMteA1nQuDk6wB/PGPP53MBXh0UEeew+4A6VY3sQTdtQ+uw/B2pKHhgQCXRrILqn1IqOKBQFnOzc9F/5WP11b2myQy3+EYzeauQ19GTSsjrQAe59ghuekbNGxhK0ggzyRQAIB5NmGF7j4aCZhcN+eHJkDy5eYPumBBgKOCVxmrLPyxd5/MiOBtmVJaAgMVt6ZLAYrHV1cbDZvl7PN7mSf3q2wPySniPmu3mv7EaxotbPAGPvCZMgHEWHKrkqhW29ki8rC5MfMXtEKIYNNAAU2m/tWfTAZIxZtj/1Refu9mAhgOy66NpgIKRroQv7N923C83d29qbWtAxNdBhYFhOaYC8VnQANgy1q4tqOsPA+yjO3bsouP7uF7z8vJVeDs+xgv3yvjnEL1uxwQ8XyPsw03AYXHClg8zpfgVMW/B5O1uLAbfRc47ePnp8ympsdI2dFGMueG6OPyynywP0b72r4slayQjKZ/ZdAEgaVEuQqgPcY+uNmWQNKE17oD6JcpEK6rA/hhPm4BeLg+ig/rSNmCLyFBMdb71ecw0sYwrwJAq21YNaORPrVRW1f26gx+kKaL2dqhBB8scHXVtXSv6F6A3HrGayUK19vK0jLH9SCD+tTV3hGg9fz5iyGzvZ21h/OAqRew6zFGSzu2sjKDlqqICMbfE1n5XveFLVLIKC+TJDtO13MboN+qLa5l51VG1/mRybt69Wo8CAkSBTm6PaxtLAQoVVayhM6RUe2uTevo0v3oj/eNoN1rycjdeOel1IevHasYE/oBwTAdgK8t5LuMv91FwDz3Q/Ehptd3MM+a0miNPu6mu7cxDePz6D1mIFIF8y/b6nuv39/fG/IosQoKAT+uDyPxNV27Zq5czcB9OVHUI8Nn8NvrCYDvujfljP1rtMoMD0fKzrKMJp+2nwI+gSQhVuD7jKleW5OtPQlQ6bmu00Pygxa2ggTyTQIFAJhvM1bo7yORgCxNKSZgWSh/xN0EHjrI+xKU5IBADpTICskeeY7HqoQWMQ3W1JSHD57KRlOTCvEA3z4jWn3v8VnABH5wfPZcFa2Azc+27z7f544XNLpPRSNotA++vJYvwYnH2k+P81qZ32EGnnJj0tFeBaZy1ifQZLhutq/iMgdhjl1TcR4ATv2rEjSNiWzHPqaxXH5E29JX7OhoM8yz5mWTlRQzOf5gyrY5Bsc0r2879iXrc2bWVW6ySvbd7zIZmOJFVnQfPzfAC+Y9PSUFWKX4nFm1RaBktGt7a8tDORXH5yUA3BZgwX4L1Eza6zVlnWT9lKH55vxsu4JZwZUBAJpzZet2d5cAKQ2c38IxRx8G52haNcJZoGH/gOsB6Ix4rcTBzzx/81P4ANL++ZGzRKzupYnbuAYAmgWO1TBURaWdhFTzAIBv6DsfXMNM2pP6BymTRnTxkx/5WMhYdk6QpAwdRzCh9KMaP0Db9uU4HNcAZuCY8z196LJchBnbnAFYEzWvAW7ChMsadB6sgNLb2w1ILg+2txK/QAHQBomUs/WzR868pljfb731Vho5OxwM2De//s0AjANE/l6++Fj0Y3V7McBi5FRkLSnXHNjTVCxwdC0qS9eWjKAR0wMANIFmd3cP0dQd3DskWm4hJx+pYly/JuieBYQuwsbVEUTT292OiZiKMqT58WFDM7Nm51pAp+lpvB8FtmcIlFHW87NTVHmpSUODg2FKn5oYD3N/W7/VWbIHgBVMyN7fVjZpZq3c4IEgdz9l95rBU9u8sgekpramGIv3oHk6vV/cfEBSvq5h50TgW9gKEsg3CRQAYL7NWKG/j0QC+gDq3O2Pvz/iKncVg8pQ8OWmgvSzTI1ARIV3Dwd+836ZDLoavy8VsMDM71R6AoNyzJsnBAlk7AhAAMBjguMjnfJRih4fDAZtqkjsg+Y627AfvlScggHfW1HhhL9ALJRN5q/I5dIBJkePEaTl2D+VmNcr4+V3pbA/J5jXvI7HgaqifVlCgYGKzdxmBrH4XnNvLSY6lWstrJJmsi0YLfvnde3XAdfRX8rzBWmCP331NPVmYAJzKUmrlWuuf7kx+dfxu3lsDtSqRD3Wffqo9fafwSRpombSkzB+c9pZ99dAHPP/1QMQBAN1RIUWTyUCM7ZgUbfT+MRozI3XNVrZIBzn86mqp4LpM7JzaWkl5sr8dfbRIIhr75u0OUvqrZxkygTBymRiYirWgAzsKXLbBRivrhGIALuribK2oSTNA7qqYQZrG6rxlVyCeQPsA2h6B/uYc3xGYQLN+WcE9OXHr6bPPfvZkGVJ0cP0IRwgMHJzzPbl1vUbaWBgEGZRVq02vU3k8SnHbVHf2H4LgnaJVlamS4sryDIzewuUXVdGHCsHfVV1T5iazB5A9KMsJvBEuZQyb5VEcB/D9rqGNPlePH8hZFXEmhgZGg5Z6XP43jvvxznP/vBnQsaXLl2K69u3d999N/wENQXLJGr6tf6vrgSC7Js3b0aQi7zcBx98AFN5F7PyCAFKBHGQk6+e4B/XrulbOmH7JsceEOBBzj78TvWn9N5y1bhGDMLxfrPqi2tyGZ/PVfI/PvXxp7hXiFAnNdHSEql6KorS8MiZNDo7F36Mzmvc264nALsyNLehf+tICaUcvS9k/7w/fTjZhGX1PNe9c+3md65Xx+i59sEcoYWtIIF8k0ABAObbjBX6+0gkIIPGb/+HICT78cc0y4+5bIvKUCbGH3pNhSonX2EKBQDoPN9BRYe5WZL/opCWCALh0IfHZP5wzUQOylhZOUOlTpKT6LsKxXZUMCokQYbvVW4quhyIEwypzOuIzBVAqmwy0y9BFvTPl+f4koUz/YvYim7GS/NlAEWOO8LkJhgoJzefY9JsLJj0vS+v4fWstWqd1Bg/MpIBk/ey/8HWcZ6JlAWAwMqHbWWsYrEVRyI1zDEgsiZYSq8jCDDFjEmi9x6O2fbsj69i3usX6Mv33eSu6wEE1tToe6VQBZYkLWZsRlkrP8GnMhRkaxIEqwQw1fy+SF1eGb6MMaoPmXhcxiDu8X1Wc9bzNbVav7cS3z0BvxHawYByzaamzMSraVBwpY9czBXm+5Y2Ik1hhwQG3/fsp9L/8Rd/keYWp/CFO5cuf+QSZtTM1K/cWjtbA1AukxqnnqjUXYDN8soCDFRLWoUFs68mFLYfAjHbd3z69/nw4Vo9Q5oTAzD0/xOMV2jOpTTaMWCujVyFLTDTynJ7cwfweJLeeectvt8IIGhQUiOVXrymplzP72nrJbhoPUCMc2FOReWFsGFL1zELt6SBgYHIQ2l/DJTxPNeAY9KMrDxdqzJwzz77bOx3jXq8ZdIMHjGA5o033oh1vgkwWyG1TBORvaY2KoOFLCL3pdfUNP8k5xSz1q1wUs01HoyORp/Nwzg4fCHm1/VlQmbrG1sfudTIcmTd1NwQ1VWM4HWd6WZxCHC2z5a2K+FhoBPm1YeGe/fuEYl9H/m3xX2wT4BOVoknY+Z9mHFspoTZ3Se4hL408JtQzQMBSz4dVsBqc4z1gf3dcA1ofi9sBQnkmwQKADDfZqzQ30cigSp+tPfJHyfIchMEqYhVkipS98tcqJxUwCoE/54/fz7YEc1cAkVZL9mWkZEilOl0nLsLQ6MvkcyIgHF7Gz8srm/EoUyMUaoCEs1SKlwBi0oV3cn5pG7BfOj59iEYONr2vdfIjhMIZubT6Dz/5D6rkN386ziOCSYQtOiobtRuVY2pMTJTrP1TcTlmr23QhWDNtpSFrJts5hHRtQYlmBLFY01d418BlGAwaytj805xOHQMXttrCGhla9CT0R+Pta+e62Zb7vPlvpgH5NrYSGoR/NlkGHObY1cuKt0NmCH98I4AEPpR2qal4wSmHmf/JifH+XsY7Q0NDUdbMmuWIRO0W3tXk6X9059SkGebvtap1iGgFvzL9ipD5blGypkaUpE8/bGPxnljRKGeHbmchs72xjGHJ7tpbHIUZqkY3zOAILJqbqsjXcwqjCDX5/X6Wy+T+PlG1Aa+OPKJWFfZWiKyHPNnsHEEt8iUDZ0ZAEgZiHGYnn7qqfTe++9GZGzMHQELc4scz39lABJlp/+hMrh85UKMd3T0XshVs6jfC1bcrHyiDOz/mTN98d4xOgc9PV2xrn3IMUrae8C+aOatws/yzvjNkIXuEMp5jETLyknAKvAzMbOg0hyXVhOJcnKw0Cf4wNZXNzLX5J3kgammOkt5o5yV8dtvvZOGBqhfTFok/77+6muYj8+nWh6SzNmpD2MDORVNbO5718H+NrkrkVU1bhinpN7xQcCk5d6rDbhjNDTWpbOX2sMtQNeA27dgIhn30NBAAO4TUsXMTM+mPfwbNcmbz7KnpzX8LvUPHR2/EQBQ2bl2BJMyv4LCRoKHNP27hmVjC1tBAvkmAVROYStI4N9eAn/2Z38WDuUCH1+mfPjHf/zHDxtW+fzCL/xCmEhVbj/xEz8RZbg+PIA3KqAvfOELgIDqYOB+9Vd/NX58v/OY/6/vh0dG4hr+kKt8/YGXHZBxUeHZn4jKBEzIIoTJCdZjajqLRtSXTEAgEDSiVYUkg2IeQb/ThGjlCVOjdHYCJDH9hYJG+WgGtg1fXsPz/C7H6AmQBJx+zgE+wZT99BzBkgrW9zkmLQekvI5jClYHYaigPU8lLBjTV8lryxg6RpVoxjpmJm/bNop4gqAGFaa+dx7nMX5nf2XgVLC2aVCE81mFWdZ+CcTsq8BVQGyaFP3P+vtNL1MTxysrzaKmZOGS9MGo262I5vyxH/uRYP+sMrJLu8pAk5tjcrP975SPfVsGtBodem/0fgZyHx4ra+h5pbCGmiAff/xx+pji/TRKPxf5KzDWB8/jjbi1monKP0uxkqXscQ04PsG+TKH9l+176qkn07deeJ6SZNNE3q7S5zX635o6egiiKT1II48NpfbeZmr04ttXDQDnRa2YdPPW++mll7+RPrh+LU1Ru/jrX/96+ta3vhHya+tofWhOPZ8aaeezn/tM+O79ly//LcEm9/Ez3ARoXSa5dXEaHDwToDiRd7GUxIg8umASXcTn7h6m2EkAPDnrCFZxPgS7rmlB/tzcPOtgO+Z/cdEgjLORqFoZm/RYltS/rpUXXniBZMfvsi52Y70rU/cHu4ZclInXFcR5D+lv6dr5yEc+Ej6FrrHh4eF08cLVNDJ4gbJ9JJUu4SGE3Ie11XWYf+vp0zqgbIS5uZ0+eP8Gf28hi6L02mtvpdn55Wh3fWsz7hVZRefd5N5eW/DpPXQTFtF+OD+umWs3yFkJuJ+ZmQoZ2R8B5ROsA/vpWioHTOoLKNgdxO3A+81xed/Ith7u4+sL6Jun1NvSwnK0Z/S79733cQ39NxhFMF3YChLINwkUGMB8m7E87a/K1ATMKhp/eP/yL/8y/eiP/iimqncor3Qp/fIv/3L6+7//+/TXf/3X8eP8i7/4i+nHf/zH00svvRQj9ode8KfD+csvvxymq5/+6Z8O4PR7v/d737VU/KE3NYQ/9ioNgZMmK6MiBTBuKoEckFL5+3mf5L9ulev4BHGc+2UGBGMCU5MeC2h0tlcpmbTZKMxjkvSiP0OB2LbX9fgcE+ZnlZov5ZOBqeyvgCf3yvUnOvHwH69n/+1D7to5MHlEHVgBju14rgyQbKDgTf/FUKSwR57rNSBjom2/r0O5eU45EaMyI86B+90noPRaJhB2v33Wp1IWUT+9hmbqtwISlZl9EUB6nKyqzJH7VNS2rxwF/X6nTKp5X0pkteZoEw0L2mTUykr0tSrjmubog00lR9vq2nyagTU7MuAGn7ttfOLm5xejrUrqFAv+IpcgaWWslytYlc1UnppDlY2A6AtffDadJZjEYAX7Wk5euiLA+wZAx03fSF8yTHswTpZu8xqeewzrNzDYHZ8FHKWYzUdGzsb8+yBQSuWW7h5T0sxzbLaGmii3VlVdBpBYQL6ZDFcIkDgBQN/Fz9SoYUvJHR1Ti3ZrFR+7NyNYZW5+Jsyt75FY+vjEFEFVkVbmaPOQdbwY/nDKv7evF386ytQh8yzwYSdAkS4EyphJZC0fEPltjkBYSwImSmeyCiUCLE3LK6TQwXOUgBxyIZJaxvE6/9X4OTpvtu08KEfn38/KznXh3Hpf+PAh8NbEW13TDFDCn7GqHv+/wTj29s07cfzVx67CGC5TLu+T1GneDJmYR/H2zRuxBr7n898T97zsnz6BezBuc5qAWX9d3b306yBS0VTyMLZK5LRzp1ndknebW/txj9t312RbW32At3qSYU+MzwQTWBVuFunhAwCpf1gj/jaUlmWR8q5XA7mqAK3eYwl3B8e9SpDKPn6M3h+FrSCBfJNAAQDm24zlaX+/+MUv/oue/+7v/m6SFbTeqeDwz//8z9Nf/dVfhXLzwL/Ap0qGxu8/8YlPpOeee46yVjfSV7/61QBumpp+53d+J/3ar/1a+s3f/M3sR/lftPDf/jCHA3drW2u0YRk3GQuBoD/0AkMViyDMTcUnQPKlAvGvitVj92FWTCMiiDENSRHBgKenVeEwrkLUF8nrCJpKSUMRUbLH1CLlGkYJa17VZGcbKpJdfAZVpipR2yplf9FJBtB4y5aZS2XafK8JWsDp9fR/82XfND16TUFdACeUloyK1z2B4cqBTPvlK4AnwzUy2s+27bmyYhUEUvhZ9tCIWDPM2EZjE1GQtKvSd/MY0FbGGmIGtw16T05AWFEiKL2uynuTeq+Cg+3Nrawf+FTp5+dL82cZVSg0/O7jw4VRmLFRjYFoWkGigR2Oob+hH/Mbir6MIBlkUCX4Rq7V+Nh1dnTHsYI9lbV9zgESA15ka/zOnHSCdNmcf/76t+LBY5aAgex7kxyTXBmQnPkVLoafmeyn7flXICXorWhqxO+M/QD9LiJXa6nGopmwvIrPjZ2xbp0PGbJu/EZN5OxYmzhun2jpB2P34lqybguLM0TBLsQ47UdVdUmYfe3jf/j+z8MyGt1bAzghZyCs6w5geB0QsklqEudEk30dCcmXlgGWgF6ZrppK3Q0ovcaaluk0ncxG+yFlDcmXCIPbQZUVN+set1Ha7cEDaxzvpSUqpGhebmyh6k13B+she0i4ffdOpI4RsHd2dsXakRFcZ16VX/bgk0UZzzMW2/Uhr662NUzJt25QPWd7L4KpHr98Jfrt/JjOJVLywGQesQ4u43f4/d///bG+vvTl/zseHAScE9NTsbYNMpmYmgxg3EXgSFTyYJ3pz9hXZUBNEQ8DlPAbOhdMoAEiAZi5L721TevimvK+MG/mDuvYMbpmSkoIfkKWsp7O7SnHWj7OhyFN1nG/cD2P5VTWRJZJIARZ+KcggTyRQAEA5slE/XvqpopKpk8FpynYtBMq1M9//vMfDtNoQhXmK6+8EgDQvzqiC85y2w/+4A+mn//5nw+Tk+ad/7dNheErt/lU7ybTc/deVptUpSDr4V9/2D1GsKKJx5dATyUmO8jvP3+zfGwyhipYgZJ5/QQ8mjmtCCJo0G9rBSUaihxwqAJ07AIYry8wtG+CIQGJbQS7QP+8pscE4wKY8FjBpIrRdjy2ClDkcV5TEGad2/2DjO0TaB6Tz60Ih3rgayg5ZbyJw7var4MScIP4hbXA1AmwVNztyNbxGiDS2HgAU2MFhBMAjUmtM/ZO0FOMOdvchY5LvVfNcZX4toWcYdQam8jBB1i0//rnlSALgYnb7NxMXNN+t7VnTKB9l/ky9Yflw9ZD/qTGof81FfUhr/raOkqBtURi5x1K0tWS721vUTPzTHowPko0MP6WMHMlpRxfgXnvpISo18VQ/PZVednO/NxyzJl9dj6d7wDjxwQT7J4gjy7yHU6lF194NcCBpl4BhXn2NF0D0cOcf3CwFvNmfWZrE7d1ApAAg5oJpyaplNEOmAJQOZ8b61k1mS3+0qP0xJWnCUK4l072i1L7GWrUAmh2MD0b/boOsOvub0W25JUr3k1vvfdy6unuTCPnutLE7F3q2i6ktz94KcZyjC+dcrT/pzBVe7Cf1uBtbW2iHwus2z3Gz4NKJdHaMFZWKGki1U1rC/Wft6dSO6BO4PUff+o/Ro1bPE7Tu+TgE0zVUabNNbR/vEPpP6K+VzN/Wdeu6+ixxx6LebSqiqDNzQcoo4WVq/0SXI3gaqGJOGplrx+mDtZ5wxOPf+h+oan2hETe9XXlqa+/Pczolopz+9oLX4n7Qt/T4eHBNL+4gDn6m6TToUwjD2+uV8fSCBD1PlkBJFubuYGI3m37fMhD3FFReuP1t6I/PqAY9ON9IZsbc89DVQlyCUDHdetJI1PCE84q9Y2rqrIAJO+foqLM5cNckJvMjUywCagb8UnkziT5d/YQFB0v/FOQQJ5IoAAA82Si/j10U0dyAZ8/tiqHL33pS6FITCGhopQ5+M5NsCfIcvPvd4I/9+U+545x37/efv/3fz/91m/91r/eDVuXsXOyZAIqwYvRjKZ2UKHZR0GZ3wtkfNnHmlqDRbLoYBVhFjQgU5ApyFIqgBRxjmyZJiPPEzioOAV6vlTYAY7olQDL9lVg7lNJ+TeUOvv9TrbPa3E0/ZGRlKXQ77AijvdcTWCyTB6rmU8mQ6aqBFNqpKiAhXPDmBzX1zSn/ByDrJDXDBYzfOGywBjHa//cBFBN1I113kzd4ed9nPXVhEU1RvJmrCj8Z/RRJS5wtm+OwfF7PT/LHAUDCIDMAfKMTeqM41KZplt+mohXsAxdJp+shJ1r5HQjY0GRSpjg9MFCR2MCrsCZn2TPN+9FOzukXfFcr21Er1HPzqtgVjZZYOKYm2G4iqnAodz9XIEMrBMriO/oynIJjo8/CIZXOQvyy2nLaxfTzxFq4IZf5f4pgKQz+qRpcYVycQMDA4ARwPgRqUZg7BbmrfFLyhMCIk5IxWJgkIEVB9QoLqW+7QY5Be3HNj6RpwD+9o5mgM9Mund/LeTZ3d0FiJ6KMVTXtkQ0rGZPzcgkDeQ+mQHkzkUARqVgEIDfRLBCQ9TGdR2XBHDvHxxA1uVhxpyC/Z4CSOvLusOcmvcx6icDcEwJ5LorA1DbLxnYaszjjteHBe+ReLAAyPm9n51nH4x8oBojyOS1116L/T3U6HXdGYQxMz3Otegy8o51SNqkF1/+Z4I2GllX+5i98fcjcbbrpKKGwBMe1pxH71Hn3bQ/RvM6Bxu8t70OSuzpv2nAyNj9sQB9rpctvnfd+p13gGb6Vo517mSHzZVp8mv7nwUZAekwo/vQ0tr8bTeRSDVEBoDjYutcZw80cS9zzdPTQiUQhFvY8kwCBQCYZxOWz901glawJ+vwN3/zN+lnfuZn0je/+c1/0yFZnP1XfuVXPmxDwGGeORWCARoqKX/EZYdkLQRgvgR0uZcnqxxUdJoF3S8wKtfpHgXky+9UfAIXmRejfb2+/n/uz53vubbn+e7LAT0VnWDTzzlWx3bjM2a63GZbbhkwFUBm4NCUL7bn3wx4CtpIq8L1ciDWa5XC0HFStM0Z0W/BWQn+dX4vQHMsbvr52Uf7LGhSucsARj479ttPo3Q9h2ajndOHcqrgWmjReAEdok6r5zrOMKcxDBmpeCHvHkyJ7S2tkG2wqLQTQJj2S06RMeY327APxehw3+8DqpSh8+ln2UjNlrjBhR+mQK68rJpzyOlHapTj47kMvAIAlaH9EAzaJ03Za2s72XsAQy0+b64RwdSD0awcmWBWJjMTvwB/NwCZ7V9buhVpWJTz9Mxi+J91d/e5aNK9uw9CrgsEMlwiv56l+PZ3SPWCWfbksJjAhev0P0sILuu3A8DQh891VBbrcJv+VMGQVQdQdC3tkUbmPGbNw6PyCOwwCEYQKJB0XWtyr6ujfWTF6ouxlpYQlU7eSteG4G0XgOmxVsK4decmjBqBKqyXK49fivQm9inM8LCqrmUfJmxbuW0sbgdQNvhCOQnKDLIRkAnw9I3TnO1+Ze38OJ+W7Wtu7AaQ1gLwqMKBTMthjq0EYoBXdX01eRwxtQPMK6tgwytL8D1si+hi3UScf10MtAysrK2m1994g3gMK6r0xNpbpxrHOhVJGgGDFVV1MMgHyIecjztWismCRlzPVjQx0KmGvvrwoynYSGLTHyn3U8CowSEyfDwWsU6y+fG3wocCS9p5rwX7z2+AEcBbPgwVtoIE8kwCBQCYZxOWz91VgWgScvvoRz8a+cH++I//OP3kT/5kKAOfzL+TBdRsZNCHm39ff/31eJ/7x+/dcsfk9n/n3xyg+859vpdN2CPSVMZPECC48b0BCgIhXyp0lVcOGKn09clSCfoSOAmibMPNaFffr65l6VJUqBWVNVwn85kTlKjEvF6OWcu15fmh9AFV/lVRqTwFWeUAQD/78jyv4UugloHSLJm1bXuMWw707QreMBvv0/cTwJURICeMSRCgyU4Q4HkCG68lKLJd99k32UyDHryuxyqr4lV9DQF4RSh1AIV9OcFM6vEqZAFjNeyS5zgW++LLvmvysx3lralQFskxCiacE881/1p1BXJjHIe7sJsPgajXc33s4je3TnoRmSnnxDYCZCOns6RjMWHyCX5aNUQZe45gxj46LllSIz4fe+xijH+BNCoGciwuUnKP9gUllZX9gIwz0U/94ZrKG/ARzXzszL/nNbPAGpmg8tTe0BnHHhcdp462zkhOLVBZwzxcQq67bN6L0uTELOla6OPASDBzgqb69oxNE1CYL1K5CWRk9PQNbcOcWy9rRmDEB9feC9DRgPk70ruUNcW4ZDBbYDgFJ8v4vCnr0XsPYBqJHK/O8jfqp+ZaXiO1j0mjdxGusrcqiZHc/Wd6AXE3oq+6X8yR4062L2OfMdHWk6eQXHvB2O6XBNBTDq4hQaAuFM6dm3MrEHSTTRcoeW8Vs/5fe20++qG/n76FgqcK2Ne+/u5g8nQZWCJNkmuikrW2sQX7CMgSoJmwex8Wz3vPOf/kJz8JW3kcfoWunwp8HndYFwJ+11g192eVbC7l5byejJ8+fPoF2m/v374zg7Fu7UdxLfk1aWd5aZXxz8U5FeUwiNwrys4xVVW1pt2jLMej+0sPeHjkwWOF6xW2ggTyTQIFAJhvM/bvqL8CApWGYNAf6K997WuR/sUhmoJBVkCTsZt/DRwxlYUK3O35558PZaM/0ne7WclBtqwClmF9w0oCi2kQn7iZ2YnMh6m8NZjKjc0sL54AQkCxAsWkQq/EwT8Dh6dUFZgLhdPRpR8f/nh7GxEMkEs4bK49ldYeueCM/mTYmOk4pqs7IlZNK6FCO4TeKq4pBWhludqsOOHW0Nwe4xYgu6F3A0wZ4SorYaqWwwPTz4DvYPg0S+9QYzZ89DArQjWRAFpPJlKFMGYT557thzU5pCRWERGb81Pp3OUraXNXoESKFyIi1zcplce1VN5G0cog9fYMpiuXn4LFpXwWKUgaYHKqHirnA3IqnhDheoo/l9s6iacDnOJfqOKswGRmPyvxZzzGUd+ghlCsRFuaIgTSKy3MLcU8r+yska/tPXzf+mBxKLuFCVMZrQNOSwF8xUT3jt6cSuPTY2lmaTGdAsKWCILQB3CDqNWBoay0mM79gj4DOVT4RUVtkebn8OA0vfLy2x+CAMGuwRR9gBxl/pWvPh9g3vXQ0NySpkn2Xd/YGmlR2vFbPC3KUp9MkWNP8KPyFwgGw3lEUvDJ+QAXAubGBnzmjqiqArgw36Og9/7cnejXUQlMIH5qu4Bi5x+nu6g9K5AziKSsTFMzZkoBxvZa+pH/6cfS3/3d36VjUr7Y582tlfhbj3lX/8NNWMzW1kHkupM+99kr4uMwr05PTMZaNghpC/awvrU2tWOy3N4mzcscALqiNu2ska4HwNUFgHXeyjpLgwGFTkyNpG3ZA5Tu4VpQV8r8tRkJW4r8MUUzcQurC2ngbH/qGegKwOc97Xp3bR4Vyf5VpaHzIwkpc17mz7rB9SaIdBaENeOz5zrbL1lOC+NT+FO2EdVNzkV8Wn2o6ODzzDTVPLYy/1HvO8G6IP+U9fODP/zZuBcFt1dqHwtAv7pqbscs0n59YSuCXRqpGlMDy9hL3kN/W1a4n/YPR0kubkqjLPVPRanMYQI4P/T9rSDqGVt15Ql5Q/liht+fjp7u9NjlJ7LfB5nMVf16s8wBsfgL/xQkkCcSKADAPJmofO+mptgf+qEfCvONLJARv9/4xjfSV77ylfjx/9mf/dkw1frDLoPwS7/0SwEGjAB2+4Ef+IHwF/ypn/qp9Id/+IfxhP4bv/EbkTtQZfjdblYLKMWPK8eAyfzIVngtWTCVh8pHNkUl5eY+WS/BqkpIUOgxfu/L947Na8kq5c4THGj2dmxZJC7pX2A9DmHm/E6ApdIUBHjdnFO9zIz7zMcmyynwlZlYw/zleUUoJtsxaMPyVfo4nRzbb1hD/OhyCliWTiCUG0MVpkCv63gcn3+j3zBtlYA/r12B4hMIeJ7jEqzLSLlZEst9jtNcdLKBdDuArfuVYRU+iALQU1hHr6HMZEtlt2RqKshPZ1WIRoISenr6Yl0IjmR1j/CH0wx4RPtzM0tRqqy1qTVkI3DU1NmBLDAupvc/AECRz64Il6xw/sd53/WTMZmZT6UyranGvAooUbb2R7Bg/3PMpH2VYZZJ+uxnPxsyee+9d4LxGhwaCDkL/AV5y5SSi/GEP11W89brOO5gQ5GV18uZp80tyfB5ZZHUR0dL0bb9WCIfnzJrJpjAOVH2pj/R5GpUbfHmaSQ/Nqny17/+jZBxO1G8jq+M+bcdEzDr23dyWJQunG2IShpeq7W5NR5WvH4wYgAyx+d39WVHpFFZjPQl1czBBmZR0+RsIEvXqX6ujrcKRtI0MhPjS2kMf749TMcV9bCc+EEKVFvbWlgRJxlY5J39VxZurnmZwWpSsbhtr+xH5PHignNYRYLs9nhgMQ/hzAypfGRpWYN379wPAGxib+UyP4dZnbG6Bl2rynhzgznnvXPrmnCfvq+2NzAwwHreYo6z8owDXe0P13IWBd+MXGT6F0gXtE+aJO8/HxCcL829ysq16LXGZ+5lD4RM4NziQtyn3tdmDfBetCLJgYuf1V3YChLINwkUAGC+zVie9lfmzrx9moJ82r969WqAP9M8uP3RH/1RKA4TQAuGjPD90z/90w9HqxL78pe/HFG/soEqJ30If/u3f/vDY76bNzU1+D9hDlSBqEhU6AIElYybP/J+p5JWsfu9Cs3qE24qHAGEx/vye5WIrJZK0O9zpukwT3GNnZ0NGKZ9+l4XwHN6eibaQAPFZ5Wi7Zk7zrZ10rcN9+tXZZ9UXA2kD7He6iZVCKooYSYYEFAKTkoo9eYQ9nbNn4eJkgoJsmsgw/DHU1EFI0d/HFc57Ix/N2H8rOJRR260UuyFIQ8ihgViOurbRq7qgQo+ImsBNZoWBaBRIo9avMVE0wa4hCFSDo7HzZxz1iR2y/Zl5uyRs+fT41c/EsBEgKsSrmquTnUEH2jKKyca1RJczr/mXkuUgSNT7Y5mRhkio6BNH5MluC6FqTHCW1DJtIbcnN+uzsxPTJkIlO2bLzdl3AzA9Dvn74UXXgoQ1N8/wOeNdOP6zQhY0ITuteyLgMxxCBL2CFiQQTo+ziJBDahRfl7fv4J0ZSy4cV24CVac17mpyTDFyuYK5lZgMj1Pk6sPJ0YF+90RsjsmorWutimN3p+Kc6swZ9oXg1sIpY3gCNdIBZVKBNKLABxBUBn9cc5dH/7dJihiavxeJNo+ritODxjfCiZm+9hLyTn7aP1jEyi7BmsILvFcxyq229xLwWbevXsb020vZvfhmH/ZUO9zj/N450FgatURP18a7ocRbUIeRFDDappEWbB7SKoh760KgmSU+Y3bN1jjdZHnz7GtIRPZdMeaA7AHJGh2vgRsJu+2jN7y8lyk9lHm3j8HpoRh6yAVj4AOqYdcJienQ9bHtFtJQIs+oN5XVp9xbefySFpfWOuCgND17xhcn+Y0rKkzqMSUMzwkkh7G+SxsBQnkmwQKqzbfZixP+2uev//WpuL6kz/5k3j9147Tqfwf/uEf/mtff1f7y/jR1uE+50Pmj7v+ZTJhAlCVTQYWMj87lb2KvL2deq2hjFXIvjKWTNPrMT5TmpNy4HGHXGcqouOjqVDEiVQS5tWLqhMwdh+2gYlW4KECVgGZHzD3nYBDtkrWy/7IPOQc0AUKmroaUKqyawIxU1jQJGkpMnBbW05QgGOhn4f4LtmfjPWEIcRspbIUDG+hLE/x41Op+ZKBEsg5bgHB8sriQ7P8GEB2O65TV59F61oFRN+6za0M1NlnAaGMl+OwzfV1fRBliDIToPtGhs+lT33qM+kswRGHOOUXIcOhobOptEbTXS0AZin1dvTDAs7rGhbJoPfIL1gNA1nB2MsZb2NtYzo3cjaSIe8CQLfW95ijzgAUylKfU+dExW1fBPma6X3v5ucjAOEikaMyh+0d7TFu2VfT4NQjmz3mUfDrWikHaMt+CVhOYFaLMU0rR9sSJAjiBKQyVgJLgw0EqYKP3PycwBo5hzJPdfWNpB5pCiC+ielWdsx59SUTJ2M6P72MLyS+byUGGhUxt6QoIYjEdWoN223X2UHGnr333nsEzRQh108hMxhe5Kavn0mWX3rppTAJ+/AkeygWtQ+XrjyelmD59h8CJufD9Dqaw51X14MpiCoqsmowW7QvEHON1CIL17tR0oJOgZSb86tMXDvKwQeJ119/M/bjjBfrYGf7IC0urcX686HQwA7XjtHLyquCv/bPJMuCS1MWGZXsfeiDpMe4OReCQL9Xbq5Zr6P8bLcE5nqV4BDXgPPjfSYQFgC6VpwXS9YZVV8PG+ra8IHIe9IAGJm+FdhYt0PG5f1mGhqv5eddxreLm0FhK0gg3yRQAID5NmOF/j4SCchIqaAEOYIglYIg0B9/FZb7VCQ5AKRCU8H7WSDmprJxU8l5HZWYx6gwvZ4KREWjghJoCAAFNl7DzzJep6eLYb6VLXSfSr0IBekxAg7/6kOl2ZbuhvIzeMXrClhMb2L7+n3JVmkCVjEKMMpRnCaSPuYahJCkffp9aIQoPommvjBtCl+RKoZccvpTwWY4TvvgeGzDsaroZBw1iZr3zfEJkPZIWn14qKkwM4ELLCG5gp06pYKF5mH90JSnbIxAqAgfREGqY7Lqw/nzF6M/x1Wk4QDEmtdtYW0G8LITpt1mcic6Tv0GNfVq7htqGACIlUbC5FFYpjV8OGvIIagD/8ryZihvI0Wdg6lJ0qIATByTQEh/QPvv/Lod4kPmPMoYah5ewhzpg0A232MAmuaIMnUurf2q2X6Sa8rCmlh4lHREilduAABAAElEQVQjlbQj0LAN04rI7FXiV3d4sM4cZjkefUBoasKkyncel8nYqHFdAY7jPMFxUZEBRntpfGyKsWTgw6jgvj7y4DGOYwBlb+eZYMRq6pwD/O0AL8rzDOlozo9cClC6Sz+U1e0bt6MSRyfA1ih853SFShlzs0ux1ptaymC0bqcbt27i11oTAO7FV15F5uSy1EeW6OJN6i5bv7qtBfaZQKdt/E19IFGO+tJpLnYtO8+uV9k62XDl75iUjetp5NwFAnTeBVBNAc5aAXaVRM/uRpsd7TC0RdvRTm/PmbQNmPd+ONg7juP073QOBHYZG2fuycq4R5YwyZ/y0OTxzlt2zwjm6kgy35PG8Cf2XPvrGvUe9DoCQOfaetFb2/Pxvee7VgW3rvFdfFurYfu2uedkBo2qb8KH0vvB82Uta2ExG+rwU03vxpoq/FOQQL5IoAAA82WmCv18pBJQaQuSVFoq44wJy9iMXEOCQZWYACtT2FldWD/nQJ/neQ3BpMo1xwLJsnh+LlehCmdjcynacb/nq8C8fimBEznzmYrzGEbQ73PKrLubBMiY8kwvI4DIrp21J3B8++13AgBqFhNQlDIuIjj4mwFJ04J8CFphVexTNcre1C+Hmk9hMmVazLlnGpYD5JHro2Orqa8JcOs+8/yZY5CzULQG8eyieGE/6bNjNC2Niri1WcBKigyu5aacZD63NmAG6aMJeXsx94E6AwA5fnE13YGNmw+AUAf7hptZ6ga8yAbOk6xav7AtQNkcZsUtarQadStIA7sie5Jhkx5GsGEksLIahlGUOR4dHQ1gmAMJ5i10c95kiuaJjNVcKUMr+6OMKwFVMksCr2ee+XiYN6enJwOwy+wJKGT7dvGfW21czxgh9vURYCPYbG6uABhleSZtp4kE2c63QHOPgJv9PdlhfP0oAee1XD8CRU2uyn13B8BS0xhzX1KM/173YLBRW5swyaSQEcx0kJRcACmIMZ3J+OiDADj7uBr0YPZO52HjADT37o7CePNAgkydi0uXrlLf9/305hvvpGYTVrMuLJF37eaNKNdowIR9bQD8bALAnfsygLKl+XYxuzqeWLMEtgigBYQyZa5ZHxi8D3Jj9eHFtV5FapZnnvlUzLm+A65JzfwCuGvXbsRDiT55gnGZN83Js6wFAZ1Jmbfw+/Mc+y8D2YzJdoeHnH1k6X7z/9m+69C558RYy3PTWeUQ95m/cY816TrQHWKXeXQ/yy7Wlrn+7L/Xc07WMVe7ed0m1onjIB9QrI3e4V4ePmBo8VGcZm0WtoIE8k0CBQCYbzNW6O8jkUAFP+SlVn9AUcm0+WOfMxP6Y+/nTGlVhUJwnwyfysX3vnwv2PC9Skqw47VUfDIOKhFNtjIxKpzKqgxwVlebLDkrKO9+TZTWRPZcFb+5AwUgtqfiVREGu8b1ZFf0ZxoaOhfXuHv3LspyMwBjOQDOCheCqo0NFRxsHMDuiEhO++J42vCVGjp7Dr86yq0BDL3+EaBPZWjtXN+Zj86xae4UiLbXtOPP2A6AaQzn/Motff6IbMX8Z6oQTa85Wehq6BhOTqroc1Yv2QjeHAPj9TOFTsUPmNHZivkAXJqLZfqUlXJYXV4JJe+1LGmmL5wpW/QvE0AJ8CamHsSxJqZeWSEQAEAqmBsaGiIK9tkYr/KSrens7I4+CFZkbhyXc2xf3PQBtJKG60FQ57zYdl9fT/r0pz6Db1xPzJHmx5aWypC5cj88rAxQJTO4BUMpOHG8qytZnWP7092TRdYK0vQBlUnyOvYF975gng+Zny3G7TXNh1jB/AiYBSfL+Bu+8cbb6bGLl0Ep1C5e3IigmbmZG/FXk2RxEYE7gLhVvtOc7hqReXOMO/TL9WTgjCDUdTo+Ng34OeZzS5iwaT7kX84aUTYyyp7bBfg2iKWrI2Oo9YvbPlyJ/ls6zjY8Xv9I15jXFsgK0Ny/v7/x4b77ow9Y001xP8mc2ubQ0DBz04X829Lo2IPU3dUTAUzKWADbDiMcOfqIuvf4MQJR9CmUaRU4ytp7n8hE2qb98d5yvQnkBP48BsVn59M11td7Jg0MDDC/hzEX9tuqJ37v/Dtu/XSVfVNn1l/vccG562J0fIJ58944DT/fixcuAQrL0nuv/X6spcI/BQnkiwQKADBfZqrQz0cqgU2e3C1Zps+SP/z+wAu0NAnlwEEOAPq9QE9lbk45FYS+V4Im8YMBACrABw/GQtnpdyaQERTtYOISWJl/7OAw8y90ICp/GROjgmtrsgCHjEkhwhb2TsCnr5lt6QemQhNcaGpTwQn87LOvGvLmqcw0/do/gYb7deD3nEPMhCf0pZp+OF4V4DHXFfBWATQELPp4OcYD9u/TZ/ve2NkXAEulrmI0OCXz7cN0TpRxLWlxrL8riLImrvLSkOvxMjiCEJk++yLg2dvbxKfOvH/mpisKYKav3MzhXESyDg2NhOlweLiL+rgGEODDhknbQBeTMnuODJw+h/cJQJhfmk87gM8NAKsmwsHBM2mPuZBVEigEuKVt5aIy9yU4tr/OqeNXroKdzo5e2muKORGY1pF/TyCzATv3xmuvpzu3GqivC9MzmVXMGBw6Q1BHBsjLAMpuglhZMZMWC0impgw2yCKPbc/E4fZBgKsZUiZ2YvJegDgDRJTR+NhkBItoOq2vsarJnQAjiBnTbZa3UaZujpQ5ja36ARIpDfPVAoAdGhjGREzuvUVy3DE/B/UHqb21LW0jv1WuLXhxXXV396a6CllTEp6T/062WD/EgWFM66zLe6N3s3UAu7vAOnZdVNfWpAFAk+//4fmvxPwKJi3n55rT1u/aEnQpd9eC0ev2T7BmFaCjnRPS+2SBId5L1UScb8DiGtziuYLDrq4+1vZ9+kqgCnNtCThlMTk7Gv6cjz/+eDCyjsV7TIa2r0+Xh7K4dx2f3wmkladrr7M1q1ii3G1v7Ggs7vHMZYMHMO4RQaAPUM6PTLomYH0gi05LAmD6mzBFpLLX9f72mclxel/oj2japcJWkEC+SaAAAPNtxgr9fSQSWMbp3XJbMgayIwIt2QSVvopDkOWPvmyTSs/9ggX93nyvwvKcnMJT0XicSkUzbg5kCGJUqr6Kis03dhIKTJOrSlBWQ3OgwE4zr8cJtGxf1k0wIkMoeHBT4XieqVfsm322ny0t+uudhkLc3NwgebBMCOAUNkgFJ1ixz08++VQANBWzkcN9/QMoO0AYTKVtC1QcVy37HJPKboHoyg6YIH3RBIBWyhCMqfRLUc6ZqW8l5GKwiWPvHxwgoS8sF2AtlKvj55o9vV3kEnwcuREFiu/Y3BwJgunozMxsGpuciLFNTNwKZe74nrj0eMzR3bt34jq29fIrL6L8s2S+ViWR4dyFvbt9+24auXA+5iRLjaJJWkYzC/Zphu0SBNiec66pV9m0tZmeJzG/WQof59A5VtkLZMMHERl7zhNPPBF+avt7skQ1cW0jjAU8Jmp2vnZ325AJOfCQn+vLNjUZC4wtOeb1ctc/AZDOwGg59+4XyAhYPW+DAB8/y9QODg5HX/WpbIMV89htctjFQwnXdP42V7fSpQtPkKole6BxX6mmfcyt9XWNJDG3VN5OWsBcack8H2I0x5fg5+f1fCCprK6KBMtz8zNRLs+14HpWhtubW7F2HZdbTo77+6YSOqWPgzF+o39dk27eE+aWFBBXldVHO/pdyqCt8WBjcIZr7Ag27T5m6kWSNBtl68OL0bnHBEsdcL71e1996dWQs4ykVU42Vjfis9VkyjEHL3HuARU/nDf/ur+BGtK73DOa5BuZf++feEDB1CtjbCWUI9wXTDa9uJg9tHms2zJ+j9uA22MeJrw3BO3O+QxrVj9W9xmFXFIGQMa8XdgKEsg3CRQAYL7NWKG/j0QCnbAvNbAaKuIckJOxUnmovFRcgrccIFLZqfgEFOYs8+lfJZ3LGyYw8TuVt6YhAZbn19TUhqLIKU2PUGlrIlRByxq1tXbEtW1TsGT7wbgBOL2Gfn6Ct0UYrwyEaUaci8oMZSgfWROvJ2BS2ZpEuIIEwoKScsxW+rb19/Smp5/+eHryI0+RVw8TLoqrivQqtmPKjWOAiH1UBrIoRyhG2VBzvdn+rdvX6e8Uituo5CVKnzVzbFNqwCw8MTHFOMjHB9CpDDYyC5jxeu4zMMQyX2Uk6+voak137t+M5M4mzBZIbQIsamCpNrfIs3awlq5/8H4ELjz7ue9Nf/y//M9pAObp6SefjlJj+8dU2MCXcpOUOsensJ4AUQFOFeliVM5uggrnwTx6AptazHkGHDjPAYYZ6wLRtoJn59uAhAnMj8resbsmBBClAFbry2qSF9Ruko7EOdJ8rknaNSDAMDDGa3V2dD9kOveCBZRhNH2PwMhk1/pMGqXrNWxXBnBw+Cz+b9fi4aK1tT3kKb0kYDo7NJx6u2Hk7t3Dh+8W6yhjgMtLmwFjx2l9d4MI6cV46Dg3dCHW2vXr1wE+gKt90r8A8EsYg1sN7K9js8+yjcR4AwjrUxUR1dbcbe9pA8yXBLifJQK4GiD4zDMfi3OqZU9hsJ3LHfwsS/H3E6B98pOfSF957p+4ZlEAckGsMtQU63iVveZa0744NyXk0NTdwMCK119/E1DWFimAXIMvvvhyAF3n6HOfexYAXUbuwfvpwf0HIbcNkoMrR+85H5BkhT/H+lDuAjpT27hOZONsq6UlM91633pfNpDeyPvB+VcGbt5nfX29AVpNZN7YlAU9bW2vB7htbmmg0gdBKNzbXsffAmUg2N3jQQh6MFwgeBbjfslSAMWFC/8UJJAnEigAwDyZqEI3H60ENlDApvHwKV6l5Y+7gEXApZLIAUCVhN/nFEDuOz/7ncDAzWNyysX3uWt5jEpNJbe2Pgsw6EcxNobZVdOw5jxNVgIv25ZpsS9e300lOjUJM4PykoEUnJSVwbwBIjzHzT4YhOGmCcvPZbAfKtET0odYvkzW5OzZswHmdjF5miZGB3g0WABElbaMi0BBJsx+OA6Va11jXVyzEsXfU9OVDic1awMuMB06tvV1TZPUCUYplyDPnR0idSnJVoxmNBDEvttfZTIG0KJRFDe55TRJtzUyD5QDIzH0PiY3jLNp+NwgwO4k/dX/9X+msyMj+E5iApwZB/RRWg0QZISofn8H2kXxQTQy07yERmqeEsWbY1Idg/5+jkOZyrIKzD3WfW6LmEvtu+tApstgBse2uWlewY1gXkv3HUNFAJCRkaEY83/5u/8cc+SxzpvMXycJh/Ulk0GWTVM2A4AS+yPo7+zsiDnQL1EwI7BcB8w415cuXQoXBEGhQNsSbKMP7gEAezDPEl2Nbdc+VwPsa+sy38rKow76TXAFgRCus8wnjoALfAGLTgmIYfx7O+adrCGQpjOAmfOww/7JidXwrfM8ffmU5eLKHGbrSRI0N8fDxCn9X1yCJSXowTWra4Cb13CdyZS5BjXXCqpc445X4Ov4BUvKQjDu2iunysa7774XfqzrrLED5ubgjTein+EbyINAZVV55A88JE9gQ2NNrP/bt2+l2sYM6Nlf0+547cWFZeYHhpz71VfO7cJqLa415ey8eo8pA8Gifff+cD14jtfzHhPkOYeOIXfveV+24gbh945PP1PnIPe9bLjvBcsGXxW2ggTyTQIFAJhvM1bo7yORgD/4gik3Fb/smalDfK9S8AffH3vf58CC732pVHKAxuNUAt8JBD0m91lF5Hv/5vwLZWnMEVgLe6TiMyGuysl2VGxe3/55bd+rmHwvAFQZ2bagKvyVUGQqXMGG5dmyfuF8D0AyQGNvPUt/oplNJk9QsIjvlMCskfF7roXsNXs2kGPNc1SMtu84bLMIoCcYchOMVC1V8H1ZKEsZIfski2a5rlNkIUtjMIivZQDALorUa9m3VtLWqKjvj96JGsX6yykfKveSiy6r6GBevu/7vu8jxxoObZTH29pao9/rMTfKZ5OyaOXVKHLwn3VYi0nOXV9ZF0p+HTOobSlv59drKUPHpK+fMnMTAAgMLGlmv2T8BKWed//+3Rh3HdHPRcWVsEqmfWmAzRtPb7z5SgCfZ5/9XByrn1sqWQxZCLJlvpwb8+K5ppwXzcamgxFQEGad5hdmA7C7bupbG1P/wJk0eGYAf8Ax5iVF1PIp5vZZfAhlXDvr8Y+rx3dwKysNaALwHYBjKgc4l+LLeUx+O1LBHJGepbK0hn6dpIvnHyMSuwXZAtLxAdVXzv6UPlyvDfU9UQbQ0nzKaY9ydesE97DCAb/ImtKIyozlEA8B3heaVEOmexmgtnKKATb6ALo+Pca1IIjVn9a1JtDVjG3bizx0GYXrfeY+q9c4N86p/naaqAXpAmrXkGUTRwaHWCcHaYraxPpfLi0sRx+cG/viy3mT+ZO1jnsN1wI3x1rG3BZjbt5kja/hGuE95vWV/QFrd2V8LeZLVs+1bl/8zrF73D7jOGF9yoK6Xlw3MuYCyplZUsGw1vb28RUkQr+wFSSQbxIoAMB8m7FCfx+JBPwB98dcpezLH/vc+wAk/Oi75YBLBqwyk6bvc6BOoKTC8Dj/ul9lmGPicspGUGDlEZWMQExfME2fArCy0v1/AfiKS7JUHYIRGTjTaAgk9AV0s9/uV8mqsDQLy7LYvn52RUXfTnSsgrUv/lUhHx0agQz4I6ddhek5cHh307/JYwSAAZIw1Vlz10TAlgKTyVlbI1VKsZGsRDpTQ9kIWQGg/cn6QeoM+mwEpQpZZas8VKCZYhXc9AGWdkJGyqQF86PjtG+H1NH1/d7eafrGN/85xvjYhYsEPywESBM4KoMKFH49aUoWyWe3tL5MDkNYLkC0FRmcG1/KuYdgB02wfpYpc64EabZhYI2gxLkQRLQBlpYJ8pCtU7ZYlWPT19JzwvcT0JEBneX05ptvYpZviWsJ8GS8NAXLCAq2BYKmn1laWqSttYhGPXsuA4fm49MEbLtFXF/2dW1jPWQ1OTOdLl8kMTYyrQVomPqH1RXzUm1VF2R6CLjfxW+0s6Etxunc28cWImn3t12jJj5eDV9BWTorgcTcEyhUUVkWDxvbJu0GjLr/uef/CeAO8IeFLSHR9CLBJpqrDewRsBvIYqobWcyWRvzoiHg2T6CBObomyJr62XQ5zpEAzzE551nlm5o0hh/d1pY+kY3x4ON624WddE4EjSFz7kEfhDZICF0Mq3b31m1cA4yGriRaeCTmIB5YmNvcmvbh6M4dGELM2+ZmlPXz4cdxe12B3Anjz93r/lWGzqPr3fVt1Lvr1GP969z4vb8RR7CeRne7uY5lte2zALRprzHO9XgTlBe2ggTyTQIFAJhvM1bo7yORwL4JdGEdBAP+2KtABAQCtgAtKAk3QZWKQuUgyHNTgahIBBa5zx7n5vXc7/GCtpxJSSWmQpRFkIkyCKQYxWSyWsGLilOF47Xtg+eqWLyWynGbqgkq4FBoJ+Wh4GrxYTQSV+DqGGR77FfW5wy82m4FffEagrhSIj+tfiDDonI+IPpXs6/XdQulyLG2XQxDo0/h9t5WnG+fBFYO1fasAztN8IZKubjI4JSWtMp7Px+dZKWzvJ7Mpwr7AJOZ5mLTerQ3mV6kI/q7hzwWFmfjvW2UwGItry6lWqJENbMFS/Xw/S4mXKuAmIvQyGVEFXMns2RfZZzcZvHTfPrpp9O3vvWtmBODMuyXsnJqBS6CVMchWBro6435FRBp2q4gBYusHQb2ALql+N2tra/QR5nb2gAyuTXx4ovfSgOYPgWJgiFZQefQ6GyvJyAUlAiQlLvgaGEhi3wePH821sjY2GgAHX0uBfYHMJuCkzLy39mXTkytsq/69DnHsm6z+IFmc10Zsu/EzGsUsIETAtxa1pWAqhbTvKZaz9Xs7JzIAC6T0kW/0o7eZsAzUcb4dhpZbS5H++g465C761a5ua+E8+dhJjX7Ks9a8gQ6F6577w/bcb+b7RiM09FxEKDw+LgsyX7fu3c/8jPWN5RFfkLrPH/kIx8Jti6YQsalj6VMooBOeRQB7h2r/rW2E4CNh4HiaiO8M2DuGs8BONsWqLnZf+fDfX7vPZm7T10vrnVfrj2Pkw30WhskwD6hLrXHK8fiYhhB5nGf+2ETVlrTuQ9CZYDmdVwWCltBAvkmgQIAzLcZK/T3kUhAP7cy/MlyYM8ffsGWgCDHENiQ+1X0ue8EabJEKhBBjef73mNUFJ6bA4B+Vhl6DZWpJd4EHoJAEwCb6838cSpJr+FxocRgfFTyAhpNj56ricxzTb2xs2N/SiLYQ8DhefZDYCnIk1nJRZ3u897+yDa5qehMzeI4fRkM0UlZK9vTjVAG0GMMQjgmiEBGC4NqHOvYK8nHVlreFsydilWwo0KuxCSrwrX/Moy26Zj8LBMjY3J8aH5E5GHULuNZXFwIE6KmOoGe8vTvOkDLMYXChqWyHUGa11NJ6/+3K5sKQGtqaabCxPmQ/wZzOj46HqyeslduAhfHo4+WSlymzv7pkyZjZ/88RjDo9/ZTc6nt+9nNtts7WuM69i9M3Myz49bsLuiRcVJmgl3bNihhfx8TNH3WTHrx4sWoZX379s1g6773e783ZCRs8HuBdTPg0LQn77z1JpweyJaQ34ODUwDTXdLQXKff+HiyZmzP/tiWJlPZzdIifS9h6erbODfzvTR/ouNwbn3py1damrHLAq1i+q78ZuZxIQBQCrD0A00wyALD1994NYJZejp60tlzuBAAMI3Q9VwBa5hCeQBxjedyR/og41iU51NPPZU+9rGPIb/1uGfWcUe4cOECx2bpaBrrmyK3ofkmDXTZYp6cc3M9rvAA4PtF2F/nv5H0QW7K3DlwHh1TC+l6lIcs+MTEeKw1nqviHOfBNbUGg+d7z/Wz85rdL1s8eC3EuF0jjqORSiem8vFY17ZjEcR7joA+7g9Yb/1I9dP08ykPItx+ha0ggbyTQAEA5t2UFTr8KCSwo/kJNsGIWRWtJi8DQ1QQmtQEZppTZY5MAGu0qvnB9vdXUUya0TxPs5Hm4MxvSkAl2FG5aC5Viagk3a9ybmxspV5pZyhulVcGRqjggDObzu+HRBIWUxXEnH4CL8Gf12iiPulAX3+wZ5MPJsm91oLPGiZgIix1QHczylHwWVZEhCptVZTXUN8XEFTUmC4OPJGqTmrTwoPF6NtGGSlOrKAA+KnlF2B1AcaKtjVZ7qNsX3jhhTBhHhQv02ZWImuSfHWnJ5Q1a+jA5wmQTH60++Ss07y2e4IyxHxbcoRs6qmuQGqWva3TdOXKlVDiRjtbcWR9U/aQkmgwhdWa15BTR/+ZAK3HmJwpHpc2Ya+MUkX4aY00H++89z7gqinGKKg8hJ3yr0xiPQyooHOG/IsCXGW/RgJpI1b7errTe++8TeABlTViTrkkbWwRGSxwWsesbcJlfRBlSU1dIvumab6YeTdFTg4wCB5NtGyZOudRpm+NiGDbE5AeHi4DDkvS1asDwVaZjPvMRcqZAXSMEj89AcDAlA0yVvBCqq9uTLeu3Qmgeh1wJzh5+vFPBQucDmvSp5/5H8JkPDE2DrgQiLKmAOGuj3L8245LatL4LLkKdwBxgDbBydWrV6NmcVHpVtqBPezv6gW8YKpnrTY0YKoGabqm02kpJlZS2LBuBDEHVBspP65LqwC+HYBVXV196mlugql7L1UUEejBuV3dRMdvrabX33uBaxK5zZNCVSMPT2V7RCIvxnzgKhn3kPfTGObeM/g1npTCLjdVpHdv3A2Q1gvLWFJMtPrqVGqr7U/DPWcAfXvIbDodbi+mOuahvr4SUNuPLGDFl+fTubP4C8LIljZmzGgZ7PDo6BptEe3OspiYu8P8ZcEdu/gx7q7sxXyGSwNrg86l8bn7ISPv602Y0eNlH9qoYwy7eQFfyV1MwHX1sL3FVHkBSG5urTP3RME31abakq4AkyUAcivDCKjXMLPvnZC6iMhk77ld/AuzPJyxTAv/FCSQNxIoAMC8mapCRx+lBAQMlZjXVP6msZCxUZGq9E8eVsgQuMng7O2t8fOf+f7sYYIU4Ang/E6FoBLwPM93v5vv3e+xHiebIZMkePG6/pWhUoG76cvktXx5rMcILmQ/gJjx2WtZiUGTk/3XBCq4krGwdJcJqXOm5uWl9WCsfvg//EiwJNMzk2GC1IysgpuaygI8NEt6rX1AQzOKXxbk7r3bUd2jsSMzC3tMmCUZW7AkMFX6rDkeA0gsFSc7aH/tt2MfAkwKbGSElIPjlDm6dOli9Fmm0naHhgeC2XQcwV4y3paa1jje8dpXGVfPVy4CPsfgd6YCkZ1Zooyb15LF6enpYiyZ3JwLwbry8Zzb1oTdNoVIxgKtrd2DNRqL6woEZeKcl/4zvTFe57S1tSX69cQTV8mLt/bh+R7nS5C+CYhyjMpGAFnXbp5IWSkDIbKgHuf36tXL0U+Bv1VHLM32+JXLUdVE1srt/fffTWf6BtIQAKoWkHbz+geJFRcpSuCM0zq5FdfxkdP8KOvofNsP100E6mCmVA6CVef0gLUHggpAK+g5PIQNw3/wrbfeYb3A+nptAPGq5m2CbmSWZyi75zyapsU5lJ3bJYn3IeDIiOn9fZN678d6KyUwxPXt+PyrzJVld3dPMGj37t2PeR8aGmYtz0fghHnzJMym8HfcWLd+73F68qmPxhwbybyG+bezu4ta1TwQEJBSysOKY/KBxQjgzH3B3IpZZLRrT2AuQ66J2HUoS+iDHZxpmJ91e7CPS4trrKeNmLcEuH733Xcpp9eG68AZQGorD4Gw+4eZyVt2ffcQZhvw7tq8dWs8+tjS3Bj3kqZvZX/Cfcj0F7aCBPJOAgUAmHdTVujwo5CAClsAowLVrKrSUIkKDgRmleTI04xqsuBMoWjW247IRJWjm/s1/QpKVAR+FuSoBGWHBEIqJkFcDsB4jIDKa/jeTcXk9/bJ69kHP7sJdDSHqcz0QVMRyirWoZQ0P2qCun3nZigua8oODAxGmzrlq6AWlmdT62oT7BvgZQcljpPY0spCACJBUd8AaUboqwEQuwck+l2aSSZXnqfsWkN7FqG7janV/rYTMCGAEojlwK9KuPoU0xiys68qZ+Xk945PXzGPcTjKWtk4RsdsCbnmlsaQn8coQ1N4LIwvh4LWHCn7o0+WsvGaXt+2NPtldXthbYketU3ba25uI23ODO3C9iAr5ahiFxy8/vprgJpm0ovUBRDZRh6mbrESyo2b1+KaxcXlAdL6+/uiPU3V+v298upLsV8TrZvMbzaONapkmBg7q+9cUqIbQAb6HW+WkuQkInxlFTVVyjQasCCLCWUboPjyZYBx4yyMXZZPcWp6IgIwnHdrO2/CXNbVV4XJV7Oo/p5GQJcRqMHzSwC5UsBu/2B/zP8MiZxlxqrxjTSKen2diimsZVkw+33hQlatZm7BwI25SKFTStvK2zUrA11WZRJn0hgBcJlavvOzjBcJrZG1wLEBM67z1kRwiDIQMArYX33l9biO91IFAO6tN98BiuG7B7t75cr56McSoKq8HN86Hq8M4PE+OoRdnCVKurqumiTisLDkOzRYxT45nwYB5QC8DL3tuc491/fKvL6+Jebd+07TdF1zw8OHM4NXTAuUpUvaXMuqwGxt3A/w7EOUa8PAE8ctmDyF3d7UDAzzWaVMkJ3j87oGEHkvKAuZ3sJWkEC+SaAAAPNtxgr9fSQSUFmpUDTn5cy0AiFZFRWbJt/JySnA2zbKJGNY1td3SR6dpWcRhPjDr6JQAaoIVEw5cGQnbcPPgh7BiwApU0rbsd/z3Oe1VF7+FbCoZDzX67uplHQ+NyjAoA9ZmhwYlL2U9dJMaQ46fRubYSgECH5eBOyNTVaFApUp6TuTRWfKQK1snKSltbkYw9LSYrp+61rIZGuXHG0Axb33ZWOsbEF+PfpZCaBdxXwo0+Ums2YpMVOobPC91xdUCsZmJqn8IJAFOJzC8JxgfqwEYMzAsikPIUslpk1Na3uwr1tEygbIA3QbqSq4VakrE03sbspDOcpGaq420EFZCe5kaAgPCLBWguP+0TE1ngGYAhBN7ObW6+7OWCDrGGsiNABnBwbTrbW1JUCZPmEsC86rwgS5ENd1Tvgfhd8egRAGh7hGajjGdldWs2AM+yr4s08CWteXY7It18nE5FiMSf89TbY3btwIcNNMAuJV5ml84j4Rz0swfJk/WltbO7nuMM1q9oWtq6zoI7IXBpc5OUaebd39IRvXziZgdhGz9ta7bwdAsQShFUqcj9JSWG5AUntHczBosqX37mSl9sorMG0aDc663iMZsoEPPhDp4uA+J/CYdWRKnn1ersE6qswIgvapJbyyshHzmQNfrtvl5fUA+M7/AalpnDPlMHh2MOZugVyN+qG24VPYAmCfm5vH1P92rCcruhww1lF8DM13eAr40+eT5Rz9W2KM9l/w5XrDNh+yNvp8zb6XtKRmgKMPXya2PsJlQEZ4enr2IYtfBUPZkKanLN+WAcZjXC5Mli6rebAAa/wQUEYgDMEy+oo+OMrWvfkJvef0vbQPgmzvj2WqthS2ggTyTQIFAJhvM1bo7yORgIpKBSK4sAqACqy1rjkAgwBnATOYTJ0soD/y5i1rbq4NQGIHcoxUjuFT4aiYBAa+BDkCFtvxswBKwKcy9OV7AY7H+VfAIIDIXdvr2ye3Zvz7BCCyRgE2KVtlv+sbMt8nzZBu5eV90U/Zq4kJ/PP0Z8JPaX0rMxdX4Le3ETn1HtZrBdh63VXAVw2+V7MLUzGunn6BEoEQME+CHwHWDGbLKvrXDEDOAUKV4ArmSEH0ET6UAdBQpiCuGKNsaPQXEGwATMa4GomZlVUTHGu2VB6+91ivcY6AA8euH5ZAQ/ko20xJm4cNgI5Sz65dGu0L4pWlkZrWCvb8U9rMAHMxLNcCJleilSFvc/6W+weZOVSQlDP7Xrh4jvbPRS7AVUqB6WOpf6hymJ4m5x3AWGAg2HR8rpW6uoYAPM6hwNuoVB8a/E6m0/nXLKrZNgOFWRoVTYxGk85OT6QTIl6rSMNiH/v7umEjryKbHYJa7oGgrVjRl8709unIaIhHpHaZhblzzK6VumbKpgHWJriW69YADNO4LABiZbK6uihXhxxXqaIyNTeedmEDXTfFJbo4HMBiEvzB+TK2O/gOKntgO+QowAp/1g3T1OCfKsO2RPJs28UzLxKKK+vc5/v3bwfobMLfNdhDAKBstHM4N7/I/BIFDzhtbimDub7DQ9Y/B5hvYY25Dn2AKQH8a5LePTDfZcY2l8Hyav51rbhGnI8sj2ZDuBTITNuGa0uZOxfee7a9hL/m/8PencZYlqZ3gT+x70tGZOQSEZkZuddeXV3Vm9sYu9vdpo0RLSE0EhoMXwzjQRoJviALjAwIaPGJLyODhDRjBjxCgD2Dbby129Wbu7uq2t1dlZWVVbln5B4RGZGx7zH/33vyNrYACYYcyeG5p/vWjXvvOe/yvO/J53/+zwbsYY/56h0+NF49uB+fw+ypcp/FV9P+41IA3GUL5XtuHtmzkd9Q2Eg+pbftcRHS45N1RZQ8dPWFie/KftuNT2DzaEpgv0mgCQD324o1x/tUJHA4LMzJU8ejTLAaSWQb0xfm7FZ8wvghUWgD/TEJDUXJRXnAZgej1ICGmpUSxfuHgRvFKwcaJrEwQ2GHsEE+12BnOQqqBoINsFcDHcEiUcZRas73m/4pO+czNzJPUf4NACFatS3BANi2O3emy1iA1NWV+QLYKP8TJ45XNxM0sr4j9cludefhUnX11pXSz/nzqczQVzM56wnuGBs7Vt1+cDuKcy1O7p0BCberySNHC0jujNKnVIHd0bGR+u9EQk7GV44j/cGUhQMK74Wtws6ZB/+2MseYDFfCaK2ty8MnIGGozIlip8iBJLIZi+kXII9VLyZGudeWyzq7hqLGzOpfmx//+McLeyZiM12VUmoYNXPsCfuzuRWTaUAM83hHkkR3BliJ4OQThxHETN25czcyTXTysYECWC5efLcAP6blR49mSoRykFe5Ps2WtoeyBky6QIV1ww5jzLq64isXvzr54jCrxmi88iHKz0cm65GXtD38NldSxu7uvemwuHNh6Q4Wxk/ZMz53n/3Mp6oTx6eq2wHwFy9eqj700nMFSAGR5NqW12hy891IoMVMgkLMBcjdSrtq3jL1z80nqXPehwN2V+K7t7y0GqCScm7JI9jSHua1r6N66bkPF7lPRw7f/e7bAXsF7pU1YfJ++DCm+7t5iEm7PmMAtwOoza0jJd2Aq1hHE+zDL5QpNWlhOlOObfJU2QutuwFvcaMwPnt0L/dY93ACT+J3d+t2ahTH9NsZwHUgzKvqLtPKDOYBQHoc+yESj+k5Jtz11rJuB6rkrcz95v5weDDIDVHuE5/tHabpAkRbUh86LGJhwXMPrQaE8lWUdmk9a+aYmMjDUjbb9PSdUh/Z+gG3EpozARvzbsb6MA9FxuW3Z585lweZgGQPhXkw4B5ifkkOGNk3nQCLYJv/2VcSaImC4Y/bPJoS+P+FBAAOIOTUc4eiUARkJOIzjAMFIrUFJSNvG+UtrYfqFpSHmr2Uy8TEkfIOvGA4ADKKmYKguNxOvqcggQ0KC/PF8d/vvpffrAZ2HeV7ggf2jKGApwAd7WuzKKUAFUyZ6/vDRmD2KGJMl/YpK0oKqAGWjgdA3Lh+K9cmjUnmp0/nY0eMF+MFUFy8eKHMFXvJH047mBPj9d1Q14E6JUeA7JlzZ8vvly+/X1g/Y+Wn5R04WM915u161y4G9DVSqzCVkasKGGTChN1gX8i0BlEpMxdmrYDCeab59bIG/PPI3piBam3qE5sDrJ46Lf/eevL9vV7mgiUFDBrgUh45DJ3zC2gJmutPxRP7gKy1p/0XP1SXYgNkjM08rAnw3vAVJTttkLXUPX4zroMHDkU29T6wlnwSXYtBdM6FC++UQBxAzfXWdGpKpGsqsgR4AbaOF194OXNMYE3GsJtoaNcOBqTrS8ogQSr27uc++2MloOXG3WvVq6++EsDSW9KlfOtb36hefOnZYk43f6yjfXftyvUCSMfDXNlD5NeTcWAGl2J+f/hgvnqYh57llAfEgi3EtG4tJKm+mXsA+PfA0ZJr/N3dUfu2knsDlAHf5Elu9jZ2mNwkxAbWbgSwnjh7tFxPZu4BrKYHhffee++Jn+ZI6VcOQA81tTl+qVwzmIcxMtWP6/Wrr8beNi+ysQftYzJ1vqO9fbjM2/pJ2m3c9iiQbRxMwO4j+8u+ALIbIP7c6dQKzl6W8JzPoTyUqwJ9Epnv/hpN/ebFMIiX3r9S/ev/7dfrsWbdmkdTAvtBAm0/l2M/DLQ5xqYEnoYEKI0vfOEL1ZHJ4aJIsDLBRgUcYZaKz1iUzP3792Lie5QfkhQ4ygYbxHzEHEh5UESURAP0UHgOwIqioWSmpqbKuRQLBeMFPLiekqSkKHvXAijaZG51jnadDyD1htUCVOrv2jPuA08YqviqBYTtBBAyrZmbMTGNLST32lJKX3WGCRQE4cW8hU0EwLCeUnZgFpcCLjFT6t0aA8VZgFBfKh3ER84LwwcQ37l3p8zR+Mdi0qzlUJfdMmcVLOT1I7eXXn6heuGF5wMCTsVfrrfMRz/mBYwyK/pMCfsOQBSNnZ/Kce3atRI00NdXJ+leWqzTbfQP9BX5ivBdDvDC4h5LImey4vfXkdJfNfCTgkei4O4wcUcCUDBGW/Htmykyi6iCFRNhHWaoJX6DH/vYR6vnX3iugKmHMw8CKFIjNkzlWkzczjOHycmJyDSBOvGR0965MKnbMRVaP+sJ3HEpsF58DPUNiK3EtIoFBFKwW9PTTPTAaE8x2ZJda9anM2MHQnaz/gJ9tjLe6du3sh7A+XoBp5vxVTt16lR16GgdeHEzrHVrGGyy4N94IPtDv/wbZ+dmi2yUxPPZwwwQ15WHHumEFvI3hnA369Wbhx7gd+okFo8PY/pM/2SmcsyxPFiMjR2uHtx7GEDFPzOAKP6f0t1wlXBeWyKOT58+U/72mS+iiODp6dvFT/H06bMlB6N0M8y9AC/Wlyy0AyzfvJEclDG1PnqUkndh35nUNwGvtFWnZopvYGgLMtEHcOxvDN/jBMu4F3rDTJsrv77W1pjac082Hq5sLvfYQO4T98tAHkqAVN+5/30+e/ZsuU83U+ZNDWzzsjeNqz/gj3yMdyn9tmXvjiXK+Cu/883qZ37mZ578e6GX5tGUwB9tCTRNwH+016c5uv+PJHAoDvbRF/lHPBGrcXLn9I5xoLiZUgESwEzN3ppN2Mk/7KnuEbYLY9jbN1QAl6oWe1WS8IbJoLjnYj4ElgqQy3mYGOe3xRGfEqLoXAOsUEgqM0h14hrAUOBBg4Hzm7FhY7QHJIgIZlKkqJyvT6BiZU9JuDoVCaZIe8xTokTvB1jNpF2M0nDAAbbEXPxeEjnnuvWAi+3kNwMi+YINpOoE4Es+xso/SzSwMftcwG/mtpnzRW4ChA3GxW8COVyL5XIAntgaPmbOBWaLXDM/86/H1FXYqcePkvqjKOO+MmZ/iyQVAYr9cS2gZ77mrnJFZ9jcldWAoATqGCMWThQx+UsxA7gDD34rEa4FhEKAmW72wdGJo9U7775T1sh3hxLwsYshC0Bvz7lkQaZMgB2RH+aHrGbCnC0lAEC75r+2nrrCMZmqMewa83LeyZMnk7/uStlfY6mgQvaAmBQihw4fLabigQBd8rLOrgMwyX3i2HhSlRwpJk6y3cr8+VzefZB1DcPJv/L8yOniO3knYBEI3cs59sfy4lJ5v54E2cD54+RWJLOF+PNhZo2jtzesXXJdtqZKDP/KBRHDj2PWzXrv7mSPtqcOcSKBb0/fL/LpjS8eufbExCvptHU2/5rdzcNL2Eu/VQN1iqTlAPflxfXqWO6npZiLr129WUCfBxJroSoOFtiDCb87+0O/3V0J4Mm7pOn9eRjJs1qA3nIZB6DKvE4ejaTR9bV1QBX/SYffNxNEoh/ztpf0ZR9iTsm5LwDPfrEfF8I+7zxhDkUsDw5kTJmrteX/JwrafNeTExQYbs2/FfKErmdvNI+mBPabBJoAcL+tWHO8T0UC07eno8SYLpPcOMCIeY5CpjCY8wILohz7CkDbW6lLQ/lNNK53TB8gUsBGlCggRnEtLHAor5lAvzmHsgIoASDK3XlAlDYo64YCdX4x/wXYGJNzvLbC3gCjlBDWjjlYmxgdyZKZSf2GCfFyaEfQxNGc9/hxnafQZ/0ZC1ACkDbGTaEbm/4oSWZR4MM5xkm5Mx1Kyowtca7oSAewA2x0h71qTf/GBrxoZz6AhmJ17cGxpGDJb3wlXXMk/nQOY9gOAG2Jgt0M6FDZgowp552AyyKfKFl91ExRbapeWX1cIkUxa9qWLoaMyY6MMa+Hj4yV64yBTLBCxqVtDOLOTs3GAnfmRA7WQTutYQ8HupMvMjIDIrVhLayp3wEQYP1uKlC4lpwExOgHS4vd1C7ALw8j30F9N3IDChTBamHPZlPXGMtsbYxNX+9eeq86Nj5Zxg/AexgBrO6m/J65dQ+FvYppFqP43gfvpxpIIrMnj5a52w9Sxxw9Ol5tJqL9Rz/96er9S5fzeaJEbe/t1WsNQO7spJxZ1nshoG9leT1MLMa6qxo7GNCZdfkgwRpXrlxNDeae+l5JQmTjM07BEjvJMt2S1DYdCYoAKFcCvjCiEidbL+dNxR9VmiFVQUSs87/syB4QcYwNtu/k4MPoke/uzlIB0B3t9Zp3Zt78Kq2rByDttqddn3ez/1uTYofpmnxTsTcyr4Nj9N2XfeNet1b6cq0I7tbsFw9uAKB2HB5cOlMtxX6V03E5QTn2on8PEh4SM3j8HsNGmrfxtGUumwGFC4mGbh5NCew3CTQB4H5bseZ4n4oEKGzKgHLH/lEAczGX+Ued8mR6Wl+fKwqfg7h/8CkXeeQoKAdAAgj4nqKnNFyLaQCCAAHfU+r1taPfBxmAle+BhgaIdL72mAx9L8oUmAGAKDKgaWL8WMlhB2j43bXeKanu1PTlu7gdBqa1lbKLgkswBJaGGfNmKmY8CtCgnAUw8A8D7ByiWo19N8p8I8qSmXFztS4LZwwO8+vqilkYA1Lklzxp6QOYNA6Hz0AUAORvLJi2sVSA3kDMtydOHCvnyN9mzpL9mrd+zINcgSRBL66p9lJjN6wTM5zP9LF2HyedSBlLzHQTXYfLOgrgMSes6Te+8Y3vrwfAArAx2+mzATDJ1RrxbQR6jMN8ACznjCYowB75/Oc/X4IyyIy8+VkCql7M6IuLLTFl135vTJvWFktJTvaUcb766qvlIQNDK6Hy6GhX8e+L9Tn7q05eTYyDMf2SAfa2K3tzLCD2avz4yP/kydOJ5F4qpvgTfR4KsNe9iRCeCAB6VEzLk+PjiV59lPP7E2GcNY7P493pu9W50+cit55q4PhAmMhrhbmSS3FDAEMAO1Mwv0BBHaurqfDxYLYazNwEpwCrkkoDeTOROxnpl/wAOuuBOQeQ7W3zIz/7gq/ciRMnq7tztdmbPDDaGHfpWfi0KknontkL601WC8nRh32zn907gnuknfH32NjR9LNRgoXIN44NJWBrxV4Pe+0hqDb/1iD30FhP1gGIEwzSU6LADxwYLkEg9qUHAfMhy7qvmg3Exnal9KH7vf4+DwtBgBjetjxIAKJ9oqdzh2Fam0dTAvtNAk0AuN9WrDnepyIB7Az/P35QffHDAoiwe5SohL1MpCsxiWILAAqKrvgfdWNt6jxwAMu7775bfqMkKDzAjU8bhYFdwWxgRSgYwAswqAHOSlEsrvFqMHD6oghdpy0mz5WY5Pi/YcOch0GjZCkioMZ4vFR6oNABwL5e/mdhasIamQOTGObOO2WOjZqcPF6AjrHVZktmx5S9SyUEoKi/b6TaeryTVCKz1f2ZmJ1jMmO+NDaKnQmPAqaMHQ2g6zdsDgAIbPneNYCTXHzmSOnX430SWRpw2x5ASI41mEy0aoDXXqJJ19fqChMYHPOmvMnQ76J7+/ol/+0PuJovMruRgIMGMBXEA9QxdwId8zHX6sN4gHyg1989iZLFTumbzMnucSpGACPG+yu/8mulju0nPvHJ0va3vvWtkkvOuaMHh8IctWUvJUm1VCphlZikyRBgJXcMLlB58d1LZS8AZbOLYfGyTvUR4BLGOURa5JU6zXkZi1Q8ctlxLQCCDwVU9gYgjj3x48wp1Vyir3uOjRdwuZU+yXxmZjZ5F3ur1155rfr6175RHZ88UV14+2IYwhPVvVv3qqW1RwF2MROnbN2j2ZkEOSwWeQBrzMCbAVtAOIaryDoM3NaOCPi6hrTvrGv9YFIHN5GrOXsVYJ69Ye/Zs2Qwde5UYeFE19eJvJOncraOvj1xIqULM24gcnsrMlwJI70Wf9tU68ECDsWfslGb1x4kz6FBJvqUpsv+3UuKowMH7M2kToo/Y0fuv71UzGE+lm8ReBblL9ofYzw/n/s1gNA8FsIWum9UCMlTR3w6+RvWCa37hnvLHjHPnTCN9tLmdvwO4zeAGZXHkMyaeQCfbOPm276SQBMA7qvlag72aUmAsz3FDmQBMsyqQBtlspE6oxQXR3cgaeTAwaLUAK+FhdlyHtYQmwU4AjOUtr+1Kb+b7ygjAGMtigwQqH2eugNG4l+W35mcmZsxD3ySXFdyw4URozBFUDr3O9PfK6CFInWN4A7MBcaK0q2VLAYvpt4oPL5QwAJQ2Jb+zck5HPkpMEyJuZp7qVUbhencrqRLEQWqXX5NtdKsy65R6hT0esyZQaIF+DFHA2Ry8u3lO8xnZ0xovWEiN5OI2W+uKebA+GCli3Idf6yaOWKu263G9mpTsPkBDsAbU+DgYIBeT4IrVjYDBsioLv9lrMCwOQHPAjVc9yApRFqTosT3b775ZnXq5JnSN8bNvAUcWA9zN29jc25hExPwING1v4O8YlIMoDg4Wn6fD7sTrrO6kLQsv/XFL2Xdh0rEsb24EjCBjWV+xmRubgLY5gmQ12MEMoBPfnVAHXkcThJkgHg+rBs5OV8CYgmoS+R2/BXJSLqREjgTNnCH31+Ck4ZT2eKVkx9OCbnXq96wXQ/v3y1s40LmdyLBMA9SIxqDO5QgB/ksjx4OOExAxemp09X0rTtpt7vabtkJA4zBGso6DxRwt7e3USJeB7NPpENpF5ATdgsQBI4289AkqbV8hORJluV+yf5aSzCEvwsgDFNbkiuHNZcEfHVpOSB1Jn0G8OWhaCHR0Xzm5BpczfxLIE7aW83DidQtu9thDvfCyq2GTWxNhZd15vzZ9Ff7nm6sB8BvJPdhzN/O39qcK4EjJ09NZVxhXnMfYuWsk4TTQ0PM8THtx3wr+MnDnb3bmtnN5MGmM+M1L/62zL5ZynIP2f+ZQpHBdphRSc/bdms23/zLvR7fQfkVBzaZ4ptHUwL7SwJNALi/1qs52qckAVGU3b1ygyVnXXzpMFkUGhBTAEb+wafMMEGCMfb2mPqSgDh5AIEEwMP5Uln4G0CiyB2Ahd+8gJkGq+UcgANzUrNR8wW4GIN+KRx9A4vGA9RgpzieLwaECHagxAAKvwMaqmE0js4OkakCT5ioW8o1xmB8rgGU/L4ehb4c/7B70/cK26UaR0+CLNoD+toDPDoCfL3zsWKO1ob+gE+KtDvfm+vg4KHSdcve4/Ju7F6YuoFhOe8aVVJEHteAEvDFxhnHowABQNccKdSGUi1rkTnol8w6Mi+MmYhO8wCIJP5tCwtG1lvb0tyoDdxTzc0uFqYOC4ploqT571248G65luwBZX06jJF8ugMIzp8/X64xN/Vpa5N0W5nPtas3Sr9ZvrIuNxKpar0AmrED/CA74+d3OwACKKpzBPIhBXYxlRIPA7gitLXvYaLINeymudUuA4sJ1gkrGJPkxOThaihA8Zvf/GZhuwQiDA6mOknMpq4jz5a4MPAtNIeTJ6aqnazVzavXCohnomYOX09uvFvXphPVer5aCxssgEOEbFuYPz6c3d2DYdLihtCWHH3JmvLg/myZnwjgmbmUSgwAZU4nx/lEbVsjc7UO5IbVtIbWwWfnOYd8zck6+95a9AyJzK2DgVzHJOs6wNF5QJu9u5kAC3L2Wl0FyqpUran3Kl9dgPTmzensi7ofaWPI9ODB+PPld2CuBvZ1jkTX2JPqaFsbD2+9yYkoD6Ao+u31+gHO/mlL4mvjtQetW2fkRb6A5mb2RGJnis+gOR4/frQed4JFdvqehK7bVM2jKYF9IoEmANwnC9Uc5tOVADCzuFwzWUyY9I9/8CmoYqpNxCllJAcbhcv3DmhUYoxy4/+DwWkARkqQAmn8RmlQQhSbNrXtO4AGsKNEnescihK4dK52gUbtOtdramqqmJqVIKN4RkZitkp/zI2UVcN3rjPMHfYP+Ok9UINEytLv+tcuAGR++n6UslqACGXeUQIidqL4avOucwcyH/5alCHw4sBYjgwfKDLxuQDLRPgW5qz8XtcBvnJlOuPkMyjQIvVkcz1Fz+9SpLUx+N74XWs8wAAZABHOBYRXlh9Vh8bGq9HjY7mmrtSykOojauXGDSvt1WlremPGn5h8qZiMBTuQ73e+853SJpMmOZuHfjCWDucYF/DQsd5Vvf322wVsMevyN5SqhU8cmQPsxnYo6T7IBkBi6rdeAl7MARjUj2AB48dAkTdAgpFdChNmL1k7TJV2Dx87Vc5dUWkj7Y7EjMmkzc/v1jdvlj7sF9GzxouFkpPuYgJEOsOOkZWxkYm+zp49V8rErQN76XdvuzW1d1+MoMK2BqhcvPhecRvo7G/J3ibD7vjSJTn1WoIvUs1CH+aGNevL+DciH8wrALUe2emrgN4AOmtY9k76BYbtWTKyrsbsM7mQccm315Fo3idgTEohjJ4x+05b+l1fXy57mPz5K6o2Ir3LRz/60XIvWKvGOq6sx/XT7AAAQABJREFUpC5x2D59ifh2TxsHmbhvrIH9tRWXBkEfQ8NTmYuk5PWDVXth/perhYDuwWU1qXNO5t2b6GPXYcI3Mh/ruZs52DuY8Z7OuFrkf9a6jCcgWyBP82hKYL9JoAkA99uKNcf7VCSwtvo4T/BJRBvGCiDpwOolGlJ1AyY24I7yCvcX5dFXvfLy8wWQbO/E0TyKg5LbToWBpeWAppgnsRF80GpAuFGuBfwoPz5CwAzl6HX3bh18gaXRN787TJ7+mJwpFUoW+HDuYJz5W0M9iCbtSsqMe/enc45oZNHGdbAJBdqS0XLgNzZ5yqKfUnKLaSoJmhOBCaD2x9dtLz8AIgCV87Exe7t1smgKdDB5zoydyXI+KVmMh/Ljd3Xq5Lkyl9WwJqNjqdBxcLB6/vnnC5DkayUlTE9S5LQtAVZA1mCUY0yO6a9/4GjJJTiZ6htDwymntXYv3wfcxHQqd9vw8KGi3BeXVILoTGTvkZg9k2Ylc7l+e7r65Cc/Wb3zzjtFsftueaYGRUDqg4c7JSWLpL0bycO3HTNi1ZYghd446Ic5pNBbko4nIq36E9gAHAwHbDGRonXWFpPOJibHA/1J0XKor4AJpmPXNcA4YGG/ACDARizmVX9M3reu3cu6pUpFS3/1YPZBTJP9AcmHE1QREBK/0r6+AIStrOOT1DrPvHiuyJO8Do2NVPNMsZH7waSDUaP24gfYrdpXdC8VVAYO9FcHBg8H6EROcStYmLe/AiBzzXpAY1/WVdUM+QdHRsYihzvx65tPybP2BF9MVffvzZZqG/PZP+vxTdzDzHWl5N4LLyQ45EEYyLFqsH8ke+5RtbHSUh3sPxzz60Y1nkowW6k2wmx6MDki7967XXUm4Ob888+W+e/EbL0s2XUeLnqy/8YTfCKoYzGRs8MBn4PZ94JBgLHdsNgdMTGXPcgsmz2/F+Dck71dg+LUD05Ee0+ua+uv2d+e3vhRhrHbyH6+ccM+qaN8PdB40OEXaX1Eenswact6u992d1PXOGsEnGu7vXO0OnvqZDU5fjy+mQHnuRfk91OG7/y5F6vff/OtmMbvxnw+VS0vhMFtXU1y72PVlcvXqpGjqaMcoB4cHRAdRjv3fn+PqPvs886dvJKge2U2a2DPNo+mBPaXBJoAcH+tV3O0T0kCQI6KHxQGsEO5FCYhTBywA1QAAI2/33jjjaL0hgN4BF5QCiJCKWqMG4CHwWHGwrYBcxgC32FVgAf9AGeu9T3FCFD4GzAExCg0h3a9nHP6xOnyO2ZK9Qtt9PfX5lbj009t/k2t4YwFe+LgD8hp3+/AAdOal/5ENVPGzKOu5XuG8dSnfGzMrHIeGpex6wcoJRPjNydjxdoJhLmRwAvyc77vtG2+GCLX+w1oIld9kDt21fzPnDlV5o6N1HYaLqwlpszhHMdbb71VgBLwpn2gyW+NpMr6MhdAS3AIc7U0P87HNgEF1sVnwTBLi3WQBgCuJJv5Xb16tcgL6DNWAIK8fuInfqLM15gFI5iPhwRjPp0UJ9ZE+4WBik8deekHq+Rc/oX3k0C5pBnJGAD25557roBqkcbWmVnTnmowtsYD6MkNmaeT9C8HoWhvicnzVcrcOUp6mHy3GhB97/adpCR5HPnUjJy1MCe+A4eSt+5A9j3537t3K2zeoRLl+zAAsSN5KgXlkKE5eJe/EivowQPAytYur4E8dKwF2GKu2+ObSP73A3yVAnSdknHtkel6gONeGDdrbQ/cScLq7qyb/r0Es7Rkr5rn5StX4nNZJxZ3PnP/VkyuuYPKudbBNfYc2Tr4tHLPcL8pBXjz5vVyHztXcnTn208LcZ+4cOFCHj5uJnm5dQ3b90R2JeFz/Ci/9tVvlP3Z1ir638NLgm0yl0Y+R3ug0b895G/9aN/9tZjyfs2jKYH9JoEmANxvK9Yc71ORwMMkR/7q175c2gJa/GN//0HKXOVJniKnsEYPHiiAgXKej4kNAHNeA0Qwi1GWwAgTF0VGQTUUBVCAxaOwKBDKgnLzt6OhyBrA0Di07d21FIy/9S8JMkUHVLSrW9wrPUmc6wNCRPwaFyCDBWQyq5PopsRclDcFtRHGTn8qN/jMBEmbGzvQ6DesinfAiwxaw3AAevy3vMwV+PGbOQIX5GSMjbmY3/z8clizJALO0ZiHd2k1yEmbZAcYOR+IIxvtANJVggXIASAWCON8fbvGOLRFDsZp/q4HRlzDVMqZn+s+c7P1EPkpVYnABoB3fHy0+sTH/0TWay6KvjbL3rr5QRjIOnH01auXy1pPTU0FjPUXUPEv/sX/XgCh8ernxRefL22rDbyWNkQQa49fm3UrIDO+pVKMmJcIX2M0l/WAcQDD95cuXSpyaMva1fnxPIDEJBvZ+IyhBV6rluR5jD/hUEeiu7vrNDECYYDch/EvPBq/yu2Ae0E8HlAy9ZL/bi5+gNaJK8DDB6LSt5OQ+lp8V8ciojriuT3Mpfx/29kSHow8JADO9+/fKT5yIyPJkzmQJNxbckrOp7rLc/Ef7Cnl6PQlsTJTLMDsKGlk8nk3gxgIA0herjsReTrM/cFsEqZP52Ei7gPGwfRqfYfze3vO7+2Nf19kvZH9ymTfHeaO7MjMg4qAKu1aXww8k7J2MfH2inOlrCHHkSEpZMJk5oHG593sj9bW5NrMgwLZTE4cj5/jreqDpcvlPsJKr2aPnz11rOro36r7yGfr2riP3YsOY7CuUkY1j6YE9psEmrWA99uKNcf73yUBAAO7c+7Fur4uhSKQg28TdsfnH/mRHykKBRvjoEw4whe2LCW2KB0gBOipy5NJ1syvTEBJqic8AVjAEYDls4OyoID0AbABMK6jsLSpP0qGQgGIfEfRdLeLNq6jTRv+ZkCNMWhbe0Ag4EcJGpPACSBNuTXtaNc89AvAYeMAJOfoz1gB2MZ52u0fjlP8E4ZDGwAwX0WKmqz8JqDjxIkTRV7GAfjUYLLOT2eM+nAdBUwGWBVzZTL02wcfXCpj0A6F/DjmWMyaMZANpWtcfDD93QCRACJ5A9DkY/zmaKxSfQBOztcOOd+6NZdasOcDYu+WSGimeQD90dxS9ck/ca6skXaMWZvm4b34r+U77Vqzxh7yO7ntJkrVvI2lAOfIwfftsRH73pjuPrhb8gBimqV4sd8uX75ctWRcdd7HkQBx6xkIGfDGJWAuQRjmbUz2gfQnGEHzBMTzCBGwd7hE4J4+NVUNxA9yOGsp8hYYk1xaTegg4ACo3mJOlcqITOTV+9CHPpy9fzzmz0QNJ+2LoBHjJVfpeoDXw0fCgsZHFhhULQPQu3rtRvErxKBbx2v5LICGbMhIOTZgnzw8kNgnZNW6UzO/GzGfWpO2yNaekV/Q7yuZJ0bQnFvz2/DI6PfX4v79J8xz5l+uyfmuAQTdY+UeyPzJyT61bu61es+pI6xqjaTcGVPAH6DY2YFpHkiy7Yn8m5D9Sf6pPCIamevFWszgBw/moSpzIjOHfuwl62wvc4vwPhuT+//6879T7isMbvNoSmA/SKDJAO6HVWqO8alLgJKQYoUyBTYor4997GNFsX7pS18q/+hTLA0AwlcPAJlJ4AQF5XyRnRQ9pYNR87fvAcEGiGgoP0CHcqVIGgwaxaIP51AqdTs1g+E8L78BdBgZSg1Yq5UbZ3m1V8XwKrlVm5EpXCDCtcqntbZIURIGLOcZgzq5dd1WClRi3K3SJmUJpB0/Ed+8KO7vfve71drWcgESAIzfAWBgBIgEmhsma98DlACdeTjHNdozP5/NWUJoytI53snD+zPPPFPWASACAh89uleuAbycQ5baAzLMtyFD3wGMQIix+NvYMt1yjmhPYN+8KXcpQYAiZuLhieTlC8DqCsg5ckSAxlJKqdUg0Fo3gKt3c9e29TEmgM2csE6Azm6SDGMijcs5wI1xS6Js/qJUmeOlEyLbxYC71pjmsZWnj48XYGd8d1NnWVUNwRuSHmMTReieOnm6yPfO7QDXjEWbhw6NJ9XKYjU6OFotp9btZqKJ1/bCFG6mtm6wykLSvpgTkNQRoHPg6FD1kiCZCMf3XTHdAsK3bt6pPvWpz6afA8VUbB5DYcYEVQjOGEo0t1Jquy1P8j2mr2efO5v6xNczr7nqB3/wB5+Yijeqz/7Yp6rf+73fyxhbct90Zz8cLmZm6/31r3+9VDUxfgCaHCTlJqvWuBxguLMVity3IsfWsIJysGwluGInpm37pAD5MJj2s/3eFf87/pbWmJnbGpGNKO86pZIgpvEA7etl/wS7lTVSu3kvLg67cezb3n6U8SxVxycmsyaCguLXFxa1P/eZVEDt7TU7br3d9/q2xxrr7Hv7q62Nfbx5NCWwvyTQBID7a72ao31KEliLeW53l2mRyaxOS/IwPkxSwviOIgHmMEnMjpTPpUReDg6PRgm0pkzW4TjZHy0Ki4mKogVymO0AQQrOi3mKkuDzJXcfBeJc7QFylAng4HuAiTJxuBbbQNHMPKgjg1vz0xalGBPiagAG53xtVFth+NKGvjcCCvlebcSsG82a9v5jyhrMUvEDTP+xKeb8/Df9YvS0c/LUiUSRni3K1ngvX/ugAJkGUKMAG+cCQeQDIJmPwzz8buzAWUM5Osf3TLOuASy0Bcz5jemVzJwDgHzykz9Q8bm8cuVy9ef//J8vbb3//vvV7/zOF8s4gWDAnHwoXlVHesLMAhcc/8lW28ZgHvzhgBCpXdpaO/O+W12/divgYKz6n3/6fyns7k/9T/9DaYcc5ueVQqv91LQp76IHBiAXK6btmnGKn1zO31kzjzrdDz898gLimDWBjrk5uQZ7SkJi8lYIlzn6zJlz1e3r7xfwa0zk0J56vKpiCL4RQEG2fANdp4yb74wJ8JQrbz05EneSu242gQidGUtvfOKwskeSZ7C15WFMwxI41wmPrdGdO7ezBnXE8Q/90A8VP7pf/uV/F3/EF8pcluOzN3ZEcFDS8zCFbiwkCKqr6h+Mi8T9mHoFE0klk0hlCcN//Td/vQAw4P/Cxberw0cPVdpYWs3eyH4P95ptuFdNHs+9ElBb9nqY6uz4sgeSXSX5CkcKk3bt5o0yhpZiDm8vgI7MPVAND8fVID6J1pF8+f4Bfu6fnYA2KV3WEggD/C61LVaLCyqCBDQGeNsD1qU9WbZbWxI4k+CVjeRrxESrNmMvLsVEvr0hpRJTc8y6yTE4FZP17VvvElvZp/Z1vV+Hy73aePDw/R9Mx1QuaP6nKYF9IIEmANwHi9Qc4tOXAEVEuWAN/ANOWfBnolyZ5yjewvg9Mbcxd/mNAqJ8gQCKdnr6TlEgrrl163YBDsAJECLhMuVCaRRgF9bHuz595xzjoNAAICyWtvUBWFBc/gZkarAj2XSd3oIS04ZxYKUwkFJUtIWh2d1JzeKA0uITGOULPDgXANrdDZMTwKD9rq7UOo4PFgf/pZi9Llx4L2DncfXyyy+HDTtTvfaxV6vXX3+9+KlRtPrC3hgPBtDcALoCgtI+eQJxgGwdqVmD38bY1Wz1uz7Mm38fNqr2K3uhzFduOulbzF0/5AUUkq81Mg/tuw4otE7GAgyYp+uBZmOlzJnEASptUOx8Ix/EFw4b+Lf+1s9WH3ntY1n/taQZeaHMxRpba2yj4Aambg8A5mmfNNbG2DwkmIeE0fq3NkDB3l5d/s2YAdLChPaLLJ4vYHNppY68BiqPhiWbnXlUWGjrxSwt6bEobr+fOH4m85b/71FhYOdm1dLN2oXdXQoDt5FcOAMDg3JHpxZzos7D1h3NfhBg8u3Ixrj2Ao4CvcoDij2mZKC98sa33ir77vjx4zknezGvF158ppimH849KAEr6w9TPznm0u5UwHkwUwc92d+A0/jEkbKHsZvmJuchXztgfHJyoqyVyGGyI8/Vx+01ixwW1p63Ri0ZuL8x8czW5MuHcD3f2U/SEllPh/W3xs5Xrcc47EEyVv7N+c51jsPesW+9Fx/B5ceR6XDkJcGz1EQSSwOGHWVt7RPHo9TA5j/4wgvxwUyb1nooZt3+9FfY+8i/M20ejvnX3OyB7Yy7eTQlsN8k0ASA+23FmuN9KhLwj75EwtJkUNQUCXDiM2XkH/WlJcltmXN3oxSvFIAISFDAFBXA11DylBYFBbgAfkxJlC+lBLQALBOTR0vbFJ/2ASO/A4LAp3fnNkzEfneedhoHMyolh0VzvpdDm3zIMBFrKWNVBxCkuknGX8yvaUfJO8EAyt+trqZGb3LoObTRH5ZH5CVmD6Bkjr1+60YBCBSteXv3AmBF/hprQyH7m1yAZrKkpP3mb8AJSJOItwEYjVcwAuALOEiJAmiR5/rGXjHFY5UATuvifH3oXz/kYpx84bTTMN/qB4gGDI2TrChw17vOWICjz37mc0Wu2ktTBUDYEyPxO2MS/NKXfreMH8ibmUmUbBT+cPIfMp971YCybrf3KP+xGrSfPHkyoEOVmCR8DtAjB+NfC2vLLAmQbMX8aC4A7MHhBEjEROyQj/KFF16oXnvtterdCxcz5o7kO5wu6ynIxNpJGm2c9uZg+lhJH90BtgcDJM+fOR2fvytlPc3bixykvhFxG7RVwO1Xvvq1pDDaKWvtIeaFl16MLMfKubfuJDdgfBfts9mYkbcFToTR60i6G3tufXu9pLphJn84l/Q1vXXwjbWbS6CUeUsFdO/BvcK8ruRB5XGq7EydPll96T+8Wfo4dCgBKEkB08idZ5xMwNvZj9YbEwoMa5OcgPLVuEDYx861r6yp7/Vnz/heicB6P9a5Nu09L/tIRLM9YC08PPUHBALYWMAriUAG3icmjpX1IWsVahaeBK6QoQcL/ZUHn4zpccbpvunMPa+PgabfX9nDzf/sLwk0AeD+Wq/maJ+SBHpS4eDBg9p3jPKmAAAtAME/+D57AQ2AHcABvOym5iizI9zlXN9haCihwl4kd573BltBOWCe+vrqaFJKzO+AQYMZc640FfpwNICf9l1//Pi5orwEbQA16hUbIz+u3pirXVab28L2yaKSABGmtbYovc4oUjn1KC8maIpQP1K9DAwMh917P23HDDc0GkZu5Amb2FaYqgvvvVuuo1yBrQJkIhMgRhvmbB7GSbkatwNoMk7K3Hm+p4SxgtpRDcS1rvGikMlaOxR+a8ygAh68FhZSmzmmu96sFxAtKrcev8jjlKWLogZMvPseADh79myRMWbTOVLhWEf9D2bO0p8cPz4Z0H24+rVf+7Xqn//zfx7QM1fmaqxAoTk35qPdAqQyNu37vjF2nwEBv1tXjNLaWicxJPKXH9yRMv6+BBswqwJ97TEjm78HjYPJh2jOB8cEgezmuwRkpK2JyYDfgHkJnO0ZQLkujWf+wOJWAE9/mcPkxNGMN+X1EiBx9uzpcu77AfBkKnF0Rp1cegHl8aVz3dHJiepH/+Rnyt/vvfde6hz/3wVIbe5gxKrqxMlExR4bD6Cby9z4JiZII0BwLqZxgTUHThyIr+iJIm/pdObDmGHyivtD5nkwAM/+k/aGH90zzz5bvZdo5574BfoeeHavffSjHymytAfvBFBaH3IH7ux7+yHIO36R26W29Ggeruy9hbCYbZHzcJhPwPzu9O2S07MrwFgdZjenc8nMXjwT8Lm8PFbk7z6Qm3E313tI0+fzz79Y+vIwZo93p1KK8Sm9d/ny1TKesaTQGRgI+A17jLnWrz1u/e0vr+bRlMB+k0ATAO63Fdun4/35n//5yutG8sU5JA/+O3/n71Sf+9znyucf/uEfrr785S+Xvxv/+at/9a9W//Sf/tPGx2LG+emf/unqd3/3d8s/7n/pL/2l6h/9o39UlPv3T/qv/GMzDMiLL75cFAQzH5MgZfDlL38lSqhOuRLdlX/8uwMI6mTLzGcf/fgPFNaOSYmSwtJQqsxQn/j4J8McfamAAyyOlCvGurq6V9gMIBCYoNiABtdRJMAEpdc4AAyKpQY67cUMiakATKSuODByMn3XFSwoIUorsC//aygi0cNMZAEdMSd2xXy3kiTHgCuTL6d+4ADT8vKHnisAAyij2PTRyH8owlH7TIT+tnaYn8YcVGegsAWBYOIodnOampoqcwRkvMzNb8yGgJi6ss4rYC9z1Z5+vSjoK3HotxZkYG0azKoxG4d1IEMvihrraBw+t4dJOhiTrL8xavoBysiUfycQic1hHj6cqh6iPaVT2UrE5+lTZ0tbTLauxyzWsqjN8EznXsa7kVxx0pc4Ll26WNYTOAE4gGJ9d2YfFRkkFc/WQr3WZADYnj17psh/cVGuvyepf3Y3shYtAYEfZJ5HIou1JCO+HvPjaIBPUpYksbRxHYgfqmCZvfX7SfQNVI9lPVezB++XfIYiX5lnRw+NVPdj1uRTt5n9spw0NYup2XsseQu/9rWvlYeX7kT2WmOsnfE/nI05NRHCSuNhebvCWmKOh5InEhDFVmLnyNHDj3X1+cCB0bJmouVFHkuwTfbnzz9TALkgkGvXrpf1x6KZ83e+8+3yuTv3RXf6WcuDQF/miUF1b5GdPWDvA/5S3oj6BdyttzHY00zO9qDAFfcSVnAioNjDhn5u367v1cae0677z15k9j11aqo88NzLA6H7WN/3U1/ZPpuayIPPbNYoDyD9Q6k2spySc4cPlX0hnY99ZR8vZW81j6YE9psEmgBwv63YPh0v0+IXvvCFogwo0F/4hV+o/uyf/bPF3wsYdPzUT/1U9ff+3t/7/gwppMbhH9k//af/dPG7E2kIiPzkT/5kAVD/8B/+w8Zp/9XvzKTTt+4UpXXk8HhRfny+xo9OlH/UKYmN+B+1t8WPKhGSAj5OndwrlSiwN8xTFD1GgBnNZ5GIAAkgs7S0XJTMJz7xiaLImCWBPXOi1IAZCokiokQoo4aCosR81ziAs+XkaWOKW12rTVeUMgDnXUoLPmNbYXiU++L/h33T9upaHcDQFl/Anie1jym2x4+ZwTBU40WhOhf4ouQBIIp8YPpmAUuipIEE45oKuANyyIeyBD71BbA1AiWAQSZt8zVXc9P+WgJqnINF8tm11tU8yJDs7A39mz9F7Dt/6xOjo+0GCAVAtKd9Y9AeAHj79p20U8uVX1kDlBkLE/l2904eJq4FBH0l8zyWKOQz1Uc++hNlfvbAm29+u/SBoXNNbZ7nq1kH+1gXvnraNcbhvjq9TwGG8YEzt7a2gdRD7i/BBGNj56qFJbny6pJk2wEyH1x+v8h7JGvAfE321p//4Te+8Y2wvLPF3ItBVFJu/OjxtFslOGSxHkcCMA4n+EUC746YbLP0ASfzVed8HWTUOZsI6fg2eo1njvNcA1JVI+6hAaZ1WULuCneT3mUslTTs5ZtZb/5xav6+cvZkqZByP6CSfO8lb6bzxydTLSMPNmsJNupLzsDWRJU/mluobsQd4lrqI9+cTu7AfgBsosjwm2+8Vb33/uVSxWVpfqeYUO2ni+9fLLKzbtwnrLm1Woq5uC2ML9m6BVqyjp35DNTZKx7OBmLOtrfU9ZWa5kgCTwDRoaH6HOsAHJK3e4epPBuivLDg2rFuG/k3AIZX17mwkznHevsdUzkQwLeY+9g+X4/Z3xi1fffe/erdi++VvQlgumYt7hPNoymB/SaBJgDcbyu2T8f7Z/7Mn/lDI/8H/+AfFEZQsfsGAASOAIH/3PFbv/VbxU/si1/8Ynmy/9CHPlT9/b//96u/+Tf/ZvVzP/dzf4hB+89d/59+VwcIiJI9cqSnKNmlpUtJa/FDRXEBAltbjwuwwhLFoFUUOwXAVERhUszAIMA3lzxgFAcgxMneOQATVg1bwafuzt1bRYFQXs4FFBwUCKDTYDy05xpKCuOzFJ9Ciqa9vc4rx0z48OFeYQMbwIvCwxjxV3QkeQrtmbalxAijEx+u3ihLbfLrKsqVkosyLQouwI+SxfZZBwznB5c/KGME/owX6+S4ESaQwtU3OeibXAAFgEwbwJj5a8t5QCemDZg7GT85Cl6/2sbguFYb2msoYQDP3xhE4Ag4JW9tAIOAhPlQ9MZAfoMDysLdy7iZa+sqLHImboaRcz1G1zxVSwE8J2NqPRxG57d+64ulLW1qD9g5nNJsAArQaD1E+jL1Nfap+Rn/7TCKfObMcyggwdjIYSiMlENKnZEx5vL1sne3MzZsnf4fBNAC4dZcn9ZDFRaRx+aO8RV80N0TFm8jZu7UoFUvFxg9dzKBFqldKB2LvSFYQ75B45fjbzP9TIwCbceq2/eT6ii+jR1xG3iUKODPfvaz1Ve//rUi98KeZdxA2+0EbSyHTfTA0q4Wbh6ChpM4e/X6jfS1EGCa8nvZYsaGebUvuzrryihlfUZTAi8yuX7tZoD43SIL7OCv/up/qE4dO5M9dan0qXyb9T12fKLkKHR/MOMvxY8wNt+qJw8Q3Yn0JfO2tp6qJ0yf+8a+WQyY7h/orc4/U0esz6ccHTcAPpbWwHn2gr1hrywn6IhMvHznvvO9wzoVEBpmD/OItSUjLhXWunW3IxHMp8q5ouoH7LuZ+VLu8OHsQgGF+uwf+I8Mfn1y879NCfzRl0ATAP7RX6M/diMEJv7Nv/k3hfXAkDWOf/Wv/lX1L//lvywgEGD82Z/92aJs/Y4VUdSeWadx/NiP/VjFJMxU9corrzS+/kPvAIVX4/CPvSO6sbB6wIVoyPKPeJiLq1euF7Mj9sd3+qMsABrpMwYO9IXtq6tZUDRvv/12NToyFvaiv7BlgE7JIxZFQeEAuHyNABh1hB2UfUMReaesgAYsEMDn3bj8Zux9SVLbHv8upjCpMPZa60oYHOM3HsXUmLx2DQAIU7bHLM1kFStnzGJMxqlUsJFggYCIxcXVOoVGynmpdIJR0wf2sAHIgHDjLco9Ct6YAFovQM24zIEyNnagDKgzZuwcJhQ4AgiAugZ743dypehdT/kCUxjBxhppmz+c38nPvJgztUe207dvlnXpTE3bvrBfgPpSoju13WBj9Kf0nWjjwrwGSJgPgANoAzzM5UeOjoU5W6u+8903AzaSQDrwSsJkLCp/PPtUGh/zwAL6DRDUvihccpGuRfoc64cFxsjqi1yYj2/fni5/P/fi85HL5YCjMFwxw5Ol9u0xUbTPxk9ufPxoyaNnnTF/AL3atYNDEoUHHG+mpFxM+0NDkwXkVBV/0/X45q0nLdHBMFa9aVeeys3qrd9/M2u+VZ06E5AUuQnQwACOxITON/Fb3/pWAGdqNsek2pUHg5UkeCZrATKPcu5s8l061rMvJo+dKDV6ybKAqOxP6yWPX7Ba2X9jJw5HBnXVD8CJDM6ePV/kZU+K5mVWZf4FwFwPfAOBHjZU4OHTuhlZt7QmB2YAtTXvyH73zuxq76xEfnIDdkWGwaBJ2ryUusdz1anTU+W+6YrsuDnsRAbb8ZnNBgyoTLR/QK0+3cvuW7kHC1MbUNcTP9pMrKyTtQEkMYfu+a7cW70BhcZpL/f294XpvF7WGxwXzAI0cgVpHk0J7DcJNAHgfluxfTzed955pwL4KFQK85d/+ZeLwjGlv/AX/kJhmLAhQBVmj8P8L/3SL5UZS6/xB8GfLxuf/fZfOvgI/t2/+3f/k5/5Jsnxh/FRBYByeemll0ubAJyEycZJyfmHfzm+U9KFHI5PEEWJ5eCPZgyUOPAE/Dz//AsFCAAHwEyjxJX2u6IoKEaKB4Pipe36vJoBBBwK8EjfzgO4yApwmJ1lVq6T4jJ9UWQO52xtyYNXp4jZjbm3oXTPnxoLgOgNSEpUaJTs7FxKvLXtBrQBX3V6DfPEOKkKASBRlADVcpgVQIXStC4YKsrYuIFU/QOLxktZAmgAtvaAIb8DeF7myXxHLmTu8F39qiOItW0uqkAAc2RBNtoDNgEvn4FDffrMLGcszIfGXHwGw3bK1+czMKFNgSSXY3Z1nvPl4QOqVmNWn5l5GDNjDSClVLH2hbFMH70JCBDEE86rAHtrbV6qXdgHjx7lwWBO/d6+tPOgyEp/B+PnZ75kJom3vqynAJ7hfAdkAHobSVNjfvaF/fPWWx5G+ouc9/Ywr6nvmwTR/Oz6egcz/kORy3YBluOHI6eMxXqlzEZhFBcWkqNvF4McYB32jOyVXQNyNiK7tZy7mZQyI201w4ytff/K+ylPVzPAZE4+wE1P5Cw69+LFS0WWN2NaP35sKiCozk/YJho59wczqQCTBzOzpV/7xXodiR+j9eZzefjI0ZTMS03eixfKHhsbrRlR8jx79nR5EOHnqFaxdSvrHrkZ/272yepqgp8SEGTdydfvQJnckl6iyAUT2b8eSPoD1MifzKemap/UldzvPpP1Ssy/BcBn37aEXSz3wMpi1RFAqbyffTJ25HByFwoWif9k7i1zGk0A0e079wLM4+uZdSBjv+3u1vWqy8Zu/qcpgX0igSYA3CcL9cdhmHKBMYcBFf/23/7bShCHwA+sw1/5K3/l+1PE9GFcPv3pTxc2iRn1/+3xMz/zM9Xf+Bt/4/uXAyhYCAqDnxhGp6Gw5J/jq0gJAl0ACYXhRekAJRgQ75QuBXIj5lCBAZg0wKABjCgx1926VedBA1RaWutaopSYtp3fAD2Ai/ZqoFSPieIxtjt3pkufxpSPxZTaYMecX1jKBKwAObXD/GAS/KZCREBqDYRq05nfGv53ooHNwVxHRocL4PH5gw8+KADvox/9ePVqImXfeOONAu6MBcijkClC8yQHB+WJHdKWeZMVkIfhMz9jLIzXbn0tXy1HA2Qpb9YAdWSW+pQFSBq/fgF8CtnaeNcfwK1//TXOM76enjCv6xzyw848OZQvc45xWH9roc/3P4gfV/w7gbGWRHeTv/7IwfzM06sB0KyX9bB+5O8gj8G+mv0zX8CE6d3DgRQhEhYDzIVBCqu1Hl/N3gCrhpxW05Y5AZMSUAt0cD9ImSNdz7WrtwJ0A7hi/l3NPAYGgHOBGX3VzVuXSj/rAWHWfiBmUGM1xkNHTgSU7QXoKJH3KLI7lnUO0AxgwcY9vP8wAK+7rOlgfN1GOkdKqpqd+DCSgwAHJdqG42fIDHs0foTvvvd+WeNs7PK+mUokjb2M9VsIc2i/v/zSh8KW1pHg5gWMMrkDZ2RPRovLCeBIiiJj7Yv8XnrppbLOYyP1g4P7AYNrL+3FreGdsPxkSlb2jbX2QDPaX9cQFnRDBsZTfAPDcjb27KHRsbIGvckVuBfGzve7cfJzrnXm6+ffm8PVodKuvaUPqXPGDmBiJWVn+lcVRVCRIC33jwToK9kL6/k+6948mhLYZxJo1gLeZwv2x2m4P/qjP1p85P7ZP/tn/8m0/MMM8PzGb/xGxdQrYvjf//t/XwBk42TMAj+k3//93/8vmoAb5zbeAQCK6LlXJ6ME6uTIgEGjZinFShnwV+NXRQnNPVJjtjbbVZttZVwU1/34VbGz+puiAl78LcUIvzbXYW/W1mNGmxwLIFLqvsqczxYAynne9fwHKbfx8Ykok41qYb4GKRgRR0/3YFHKQAMwI5L0UdiPO3dvh904ntJc52MGnK1uBIxSfgDWrTu3C8jRLmB25syZ6tqVKwUIFTNm/1CAax1laexba3VUsd8Aq8uXkwNwSCmt0TIG32FSjAHYpSCxR5hBh/OAR2ZPMmZSBo78Tiau4ZeHEcOCaQcwooyZhBv9Ondjt34ulfamvy8pbMLS7W7Fvy9skZJ2areK2pZm5HoAkvJpTHBA3tixjuq99y6HuUquxL6hzCUVQ5L0uCUvY2b6B+SGYgK31hhV0cFrW7UPpyhUJmLgYDumWf6B/O0Aq0NjR8p8BC0Y/1KYLwB3sK9mKuV/tJ5DgyMF9GDP9EH+5imwo7UNExq2MSyluXaF1SPXlQCl61evxaQZX7WwzW0BVCcmA+LSN0DWlWomopKH409Hhi3Zm1vLt8s4tGMNG2Abu6tf5nHfOwQKkTcZkONCAj3MYS65/sYOTxb53U9A00DK1wF/DwKCPCQMjaSUXoJMsGJ8Kd8LKz/Sl3QsGY/qJdwbmMytN2Dp3jJXLBxzOLkdOzZZ/d43vlYeSsjCC/gT7OH3vtwrSrEdSF8rkakHnsXs7yNh4NxTu9vxl80cgO7HuTf6e2PiX93KWkxWGzHRK5XoPEDOusmK3REXAfkW/TvSm7J/pZ9Exd+/c7+MbyygkI/i3MOZaigAuz9jxRgC8YMB0rOz2Vv59yVQr+zN3oBlD4728+uvfyljWS0MNBmRo39DfumX6odb8m0eTQnsBwk0GcD9sEp/TMfoH21sy3/uwBQ6gDEH07HAEU/nQI3jt3/7t4syw5j8tx6AXUsUZ30kl1uYF4qLAsFW8TE7d+5sMUvzNWOC9Y/8dlK6NBQuxQ0MuM6LgqrTVWxXjwLIKPqPfuy1MkfM21/+y3+5KMhf+IX/o5hOTxw/WcAS3zQA6vHCUt7rSgXMgfz25FZ7+3vvJohhvTAnzJ6tYTH4bb322ocLe3fz5vUAQlVERK0m8CF+YxQ2MzFQhHGZnVMijb/her5LNHFARW+CVYy7mLaS5Hg2pkxzlUbkh3/kE9Xw6EhhRChRgAIovnzles0aRckBZtdvXC3A4q1vv1HkQ56U5dpqbUoEWjCtZAPkcd4nP2DEWLE2zJvAIvBgLPdmmZHjCxkw0N4W9oh3XgCRagt72TMXL31QTJ98HzF5O2E/7SWKGPA+kTQn0rSsrCToYy/npE2yxSRKwTIacEKOWMKt+PoZ09HM3+89Yat+4Ad+oIznflgy+++FF14q4EvOPOARS7cbkIpdpew3Vu9E3vELnajN8IAQk+XubqrMJC+dtZWKJZinjNE8MYPA+p270yWvHVDUEZYMm7sxsFZq+QpuyNIV8LKSBwPnAM8FEMbH88MvnCvjtF+NfTv+jNbqWoCL+wpD5l4hbywnGTN38u8z/4isAGnsLfeBick8TDz/Qsy071YTiYY/nBKJ03nI2A2TuLa6nXavFIC0koj0e3dny7jkVTwS8+5gmFTjMxYyeZBE0ABTlrkE5UjdErElhc1Q2Y/2pTUW5ev9YaqMCO64ce1qAa3HJsbL3uWjaK88flynI3r5xQ+VFDO3bkxX3/vedwIeU7c4DwPWEOBUlYV/n5yLqzH59vd3V7di4rf37k3fSrLs82WvfPn1r6bfVFvJursnZrNOZORhZHfbg1ftJiHaGXhsDQidjS/hXEz/q/luPg85/WEz1S3eEBX9hBHOhc2jKYF9I4EmANw3S7W/B8oU+7nPfa6wRsxCv/iLv5gn6der3/zN3yxmXp9//Md/vChLPoB//a//9UqtUqYhh6hFQO8v/sW/WP3jf/yPi8L723/7b1d/7a/9tcJY/bdKpwNjEvBxMD5Vh1M3FXvy9tsXirIEKijpzvg4beQf/7ogfeq5xjesrTtRtamFSqnyFSsMSJQAEx+QVFiKKEHgCyBpAEOKbGZmLs73b35fAXaO1Aoaa8aEJUjD+6Mo/vWNlWqwazAQZTOvpLJIgt3CXIXdA4KZOfn2ceQPuZY2maMytvj1YTFUbtA3IEgpA1sYSCY4AKIA7111Uuu0NadPniysGJCrfelj1u4xH86Uz74nE0xgI/EyNpJi1d/CQu33BWwCAhI3A1iUNybXedoAeLAoGFWfAQGMIYUtcbM+ujuTzmMrjGoYQONsefLOsR9wAWTa0q7ar3sx5Q0NRhHHBAfIzMwsZU4j1cjUobQZALbCVB/Qu7IY8DeS/RXZxNGfuRWANR959AYTALQzGiWfNt7J/pOa5U999scKWPj1//BruSaO/kFwt8OqWefOMGo/+qlPF9lefPdR9kP8ItOekm32BODe6Zqsu7XBxAGOjxI0IpiDj1oNgoOQrFvMkyp6tISiXA0DaB+1ZH3qPJR9xaQO3AlS2FPeL7+9c+FSuV8AKFHZxnUorJlri19j9t8OlBdZYfUwYl7B0mWMZJ/HmazdYlK5LGb/9RcT7tXL1wqImo1/o3v11NlT1YdeejVymihlAU+emCjXu+ekTeLneunSpeqbb327rO0Hl1LhJCzkRgAY5nE0kcgAWkf2hDlb67mAMuvvAaAla1iY9rmZer0DlLGwp05NlfawlkeOjOe7e9V8WPM7t+8V5k9bkk5vB5B5iJrLefbXRvafZM8e8Oy7IwGF9sydsJT6BciffeZcYVvNAcAjQ8y6+2p7R/Lw+GwGnKp0gmHcSg3kttaOAqqlDvLvBdCMpfbQKFq6eTQlsN8k0ASA+23F9ul4gQp5+zBblDxgB/x95jOfKaaqL37xi9U/+Sf/pDAYmIM/9+f+XAXgNQ7/4P7qr/5qifrFBlJ2fAj/YN7Axrn/Ne8S2g7G4RyjQrHmX/+iLCgVSstRktzmT474lCUW8MhYwEvYwc0NTujzUVh1WglgyzlYtt1dLF1tGsJo5c8CBikaoJAColixNs4DsnoWe4pSASQpcAqLyZCZsbsnps/EewjeYHKS04/JraQ6aQ1jkZQVxiSqF4tRs2qCLJ4AqMzJHFVO0L/fV1czqChgQCzuTVGut4si07f5u1ZCX4BObjjytgbk0zA3Am5ADdYTaAYmG6xuR3tfAVPW3Vwl6cVGff7zny8AgKwAU9e3tw+X6wACbQ6NJPgg4wIc+3uB6I0yDoq2mPgy3+0AmwKSoJnBBGiE/eGv1tdfp/4Axh4+lNJlI8mRJ0v+SdGm2EbrAOACqFha7fPnMjfr9dprryU34DPVpfc+CMv0vcLWKg/mwBaRDfM3UHNr+ka5zljMCVMrQlg72msNAFwJGwgI2htAhuAje8oBdJU5BXBsbbVWW2GltLMes7S/O9qyFwJOyYbptzxU7GymXelQYt7Mby0BJkzEbQGcM3Oi1RcCYM8EzCifxq+0JUC4DnqwT4xtJw8BK3lhzz7ykY+V/TwqcKfd2Mm/u/rqV7+atDoj1ekTZ6u33vxeMYkCzMs9ayV1E5DLl/ZXf+U3yhoD5/YIJo5rxsBgb+S/UmRy/vyHqu9+++3srVTrCAOt3rF16Ihc7Cft7mxvFYBfs/554Mp39o4UMXNh3547/2x5gDH+0QMHq/cvvp9750F16KDUM4vloWs7zDMZd2Q/2rvK0E1k71F0R8cOlrrLWzHfjsZc/HjuUXU+0dfuXYE6HkA8HNkP4pCVisQAxhOgyH8hbSXwuvz7tZr9UtYt7YpY3nyynta0eTQlsF8k0PQB3C8r1RznU5FAARgBoC9+JCW6oow8xS8vcaJvTyqO58o/9MAXVmsxflJSjFAIwGABQ2EEKGOsgLYAR/5nlFntf8eh/EiUMsYsCXEn1fitQeLt6VRqiEmRbxEHfwABCNyI4z3TH2BA+QOIfncecLi13hWFOZ9xVAFRQ+W6nZadwlIdOzZRfO+StCSKuy5ZR2l2hQnUPgBmPpzmh6KgKS1gxXtfop0brF4BG5RzFCD/La/FgEbXY1GKaTJsXCNPnrbJrAFqAT8AhdJ2zM7UCaiBOAewZz6UrHyCWDFyBBi8mEQpdq/HywFHcfyvzfRM7rUCxpI5zAXLmCvTRg3a1MgtoHsgaW7ieyfoAPhr+Fmq48sMbIxACECMXeTX5p3cgT7y0I55u9b35m4/OE9uQKDwZBhTY7AHerulF0lEb363H8xBGhl9kAvW1fyZ4WuwIy+jkmcBPt0D5TqBDu0Bcua9nqoka8aX8TNlA85b+X4oY8dmStNiH92+faMAJuPlU+i8vpjfmeprRrUuG2j9Ae167ydBdfbBoQOHM8fZyK+KD+BEkVlWozCYkjorO/cgbJl8m4JWBGuRGzkcHgtLm/ELDgE2sab2gT2BzQR2B7P3gVBrd/nKpZKz752363rP1nBGXsJc657CFtvzEjabi/yI5LQdkGVvuPemTgfQZt+uBvR2Zn3Pnj4XwJgHhgBzcp8L8D2SdEHWZCcAvT37aQubmv28mocoY7d2gnCU5ZPDczFmZSlc9CmlElBqb62XZN51wNb0vdTTzlj+IJsPROuTLFyLLdyOifibv3u5rHPTB9AKN4/9IIEmA7gfVqk5xqcuAf+gSw4M3GEMihKIsqgVGzCFuYtCy2/LyzXYAWY2opwbir34f0VJufbgwfECmpje/N7R2RI26lBteopT+717dxMZOVQAH5PW0fG6nBUGKlo/SiZMVvpi1lXeq6OjJWBlIOOJuXIuiYGXF9Jm7V9HQa4nKGI537W2JpFuTMcbm3Vqma0AK9GifWmHQm5U2KCwKFPzzXDzG9+7qOuA0+XlMGxhtvwOPM7M3isg7fDR40XpAkOAqAMTKBoXqPC9ubvG994p4MLmBGBiewFNYxCswhT43e/+fvEPq4FQlG+m7RpASRvA0oFEXmqXDPULLEbHFod83zu3HPFn2037atjytdPXC6enSvqgubA78jXyaaToH8XvDeAUhFFAX0yEi0uLpU/Jl19++eXqypUrhY1mTjQXQQkAI4bIXM25DrCo6xIDw353LlnXSYslLxZ8UKcBsmeAWy/mZ4BHe0CSa1uTjmWgT3R3ahuH8VsKSMXylusCYgcHOiK7qeqDK1dLoEjiLoorAhD30U/8QAFHWDDfb6TdxYfS9tSsVGf8Ibu3Ug83MsBaboc57QjgkRNv/qGchGrZpq8ErYyfmozpMzGteSDqDOAh4w8nmfTpM2ciz8sZ41A1cnC0AKTavB1QmdQzcmAqTWfP8+F7771Lpf+Fx/Olz8ljR8pc7AW+nC0xXTPBHzgwnL2dtEhZe/fiSGRh39inwLK92Jn5A+SA+YPk+tuOaR0YH4vbxr27SbmTFjuf5N/jluBhSj5Dc+3Lmg6G+ePzuRefRHV9RQDtZm3ux+Vievtm+ohJty+m6fTPZDwbAEgmVR7e7DngsbMTu11XevEbsDp1oi49iJm0j4HLLH/zaEpg30mgCQD33ZI1B/w0JMCHayCRsINR0GsBdTBF/t2vbl67XhTQnVvTUTaH6mjRBEvcjXLGkgEpDkBl/OhkYeYoLaDoRqJwARagQ7QmRa8OqaTEfMo2N1oKe0SpidAEWLB2wIOgEeZF5lYKHYhjUj04lqjZRw8LGKL0h4Zjjk37yzPLJWhj6uTxokAX4lf1OC9taodSxcocPzZVQK1gDcDA+CksoCtGyeLThMHpjlLGWPITNDZg7UFqox6M0hfFiRmpx7xdFDdABbQIusB8jsT8itER8AF+uB4owN7MxbeLWVD/qr5Q7nzyjI8CbQuQIytj2gqwVclDHsFDBxM5HeaOeU9b+gO6gHRKma8d2TVAGl9K7JxSZA6yFUkNUGAepevBupEBcD8Wk6C1AAzf+tYbZU2xRQ9T6gu4B1huB7zzcQOI5Ny7F4fLTCNrMhtTZgIC8jpwoI4CdY75WAMysH9EX8tnORSTo3RGgJBE2SJoARBMnb00kHHOxafxYYIn1mOuFaAD8n74w8/HX+35khvzVkAQMy3mic/iYK6bjXw3IrP2BKSEDK2uXr+W/pnV2wuLzE2gNfLuisycw1RvjwKY+lW1BqgFbm/cuFnqGmPHMvzihyfRtfkAt9ev3igPObfiGgAcYSGl0fE3ADWU+2ky3zE7nzx1vOz9e2GqyaGUJAzo28t4FuazFllvY7R+rgeMHeTu4cu4rA13BEC2Nab+8Tw08bFcXkraldyLa5ETv8DJo+Olrb6AwIPxed2IGX4291Odmikm6ZjGreHq6uOyH8wbQzwS1vHr3/xWWMCawZ9LIJUHIulxjA+gHYw/KZaQD2V3wN/hzO9O1tCeMnaBQD2RuzQxzaMpgf0mgaYJeL+tWHO8/10SaJiAf/DTpwoQYboTTVqc/GOCk9MLkHOozMCcRmkDEIAL/0MKkcmJImEmpKyACKkhsASTx8aL4uJXxIwp4ACr9PJLHy3ARdTu/ZTskmqCEgGyVLhQGQHzgMUDXih6CvvenZpZA+oobv2r1wpsATPA0t379RiNmzI9MjFexsdUzbwGXN28frWMz7i1paqCcVN6wC1gJfDCQQlvbtUpb/hzSeINsGlbMA5gBzQAk8AhkKMfMgLOJsanCnvIBwxwA161yfcSUHTedny++NL5m3+esQAPj+bCggUcFFNlzJr81IxfYADFrH1jBSwBw7NnzxblLHK8o2OrRJ+Skf60w3QonYq1N29zmJyo+wV+7YGFrCcAB8ybh76tjTUwR2OrQedWCXgAfnwGMs6cmfj+nPTl5QBsXKsNffJ71Z+52CfGw3RoPeZmZhHBJfBoK2ZfJuEMp/rJ//Enq1/8P/91me/o2KFS9eZcGDHt3p65W8ZrjtbQ+nhgqB8g4jsa4AJ02rvkbu8UgBO5jPbUbF4Butn/09N3ygORhOeDAUt8Hg8Mj2UOazE5L6a/+kHFXosDYeaQHIEZN2b0woULRWZYXi4JavNKjC0g4+HDu0kCbdzvVI8DJl1DztZcW9ZJGw25L8X30dzItzCk2TvW+lpAp4of9lJ3xrsV39vuJ2X9jEXENHZuLGAToFtJMAcgDLytJXWM9oFu7GVv0sHoYwcbmd9FRS+FDU42m8xrvXoc4Mevz721jkGNvOwbY7X/rJ21tY5+cx4m9Y3X3yvAkEybR1MC+0ECTQZwP6xSc4xPXQIc5LsSdTk+jlE5WJzkP3j/WlHUFKkne4pncLBOOTM3l6jOsEdYCcqEEqDEAAOsFcXAFMgXC3CgHIAk1QuYvJj1nEvZaR/AoEQARNfVkbF1nj8O6NrDMmAE/Q1AOJgXKSNRwcbhN6xYraREt86XsbnW+J3LNKYvQKcvys/fgFOIt6LUmMyY1gBP3wMUrn00v5CxAoY9UdoielsLYGFeZeLkl+gAbs+ePVfGqH9sCH8qAJGSJw8m2ocztWlPya/G/ORJBAqY8MhH+pTnEqHJTD6bHHUA04kTJwsYIDPnGKMUH1KaiGq9fPVK+urOegi0wHLW5/HN0jfQkP8Xpst4pWm5d/9OzI51Ohi1aldSIs84rClgh3UkJ+sNwJGjNTfu/n51e4fLGluPqamTxUfOdcA8hs0YBccAMdoAelxrzdoT0eMl+pxf5E4CevjaMXkyaypddu7M+ZL2RnLyP/lDPxi/tK3CwALMd8LQ4lmXt5bD7rUUOVuzjs74AuaB4ey502UfFPYv89a3tWCKNz8y6d5NHsa4HRQwk/6GnpSb60zOv/lHMfcnb+LO7kbcAe6XfIsjI0mfk9x5fXkwmc+6NEBcHaF7pOxngPbevfbqvUvvZt5D8Ukci4y2q+999+0EaHQWU3eeMMKezpf1A5SBJfLB2mJGzQPb9zA5CZl8yb63p60wjfI57sbvDwO73hJAFz9LQNW90ZXE06qcXL95I/M8VPwBHwfUXbt2pToZpt5eYd5ey723Gj9An7MzAvNytwX4AYQlf2AYR/6DHt6sF/aee0ZE9n0AaA0bIF7fgGGTAXRnNY/9JoEmANxvK9Yc71ORwIEAqGNRpodSrupxGI6bKXY/G8VN6VP23VHmXXkfjnJaipnufkxNzE5vvPnN1F2Nb9kT5u3COxfLeAAm1+6kePz1MG1y4QEggFoDAHinJClgbAwFg+kbTm40AQIUIrAiT10NOJhJVSWpkwnriAKnzPkuAVsUsPakwwCOljjJhxnBTErQKyUK4JafYupej8m3K6BMwMlqNZskuIJVMCUDASva0j6lzDfReI0JmDQuys5nplYAAFMGzGL0fE8mXo4S8PC4NrcCbhQ7gGQuwBHAxuRMeWoD40IJM2/XpueDxQ/xwoWLBVBp3/wo3qGAr8LgZNxSuOhTpO0sFiigXuBEI28iE6K+y5pmjYzVwWTfqPPru/HkstPHzIM66EWkdHuA7FqA7v2te8UkTy7A7sHRkRI1TR6DAehY1gf3Z0oQhmoR3d2iwWvQZX7WSfDGzZu3y1ixj9Yn1tAwdKfKOqwsJio8DwLGv5z2zp99poznwoV3kgj9TwU41gmhgREPFtbm6PjBIlPg30tfWLfWtoGAoMPlwaDxsOF3e9E5xvZ47vGTPQvdiUkAAEAASURBVBggtbNRnZo8WfobDEvG9Pz4cZJvR74HR4eSE/BIeUhS7YPcH+Y+ILOzp05XfXk4sI8X8lBgbcYCFE/FRw4YB1Q9AGEFz50/U90Oyyu4yDp6iChyiXx3wnaS2/PPvVj2svtoIeCtrU0qJb6s6TMBK/bgbsZnHPb4evJVrmfNfC+R+6c/9Znqdub/IMy6HI7bYe899NxODWKBQfafEm51NZSYkLPvZsP8ulc7szekhSoPeYmW55fpoWVrASOu8kld7QP4w/SXuebhxr7ycn81j6YE9psEmgBwv61Yc7xPRQJyhQFtlBfTIhNsa0tnlBITYm1m5fNGWTqH4gO0KD5/U8AqflA+AA3l4m8HxdbWPhKgNZpz48g/1F+YLCZKIAPgWl6R+2wpikPFiYCmvbqaA2UykFqrQAvlrW+t+kx5ezn052VMfvNes0vthem5W6KLN3I+p3upXwSbYP3qpMuA3uOOhcJYuk50pPGYmxe2REUSik4KEQCCkuXwT24+A7MCLKTEMffhoZQ+G6gd+bXhWuMFlJirzUftXddhxoxfCpuVmP2cqw3nT8bnENvDEe3ZZ59NMujORCQvFzMlvz8ysi7Yq/ZEZA7H3/DI8Hg1MpbqIIm0BhCA3wIs9+rI6AZrA3wopYYNe+NbbxVgtbc3Ux09eLQAImAVOGe6BnzN0wtwxkZaa6DSWAFxoHBnp6WamjpV/gY+zZ0J0xjJVN/69Vm0Msbx3r0HWZPIMWwoWfCD5Nc3FlC90JXI1gB0e2U47TOxOsjGGLDCzK0DhySeXklbd4uMpQEaCIAGStsDwNYzh92dzviq1nMjd3MyjqH4HALw5vo4ARu9Yeg2N8OKh0Fkchcs44Hh2PGJpNGZyBw2qxs3bgWMz5aAFg8O9tz4+JGAOQEfKRf3ZM5vvKF84GLGydzakweGu5XyjqdPnk4bN4oJnUyOT52sXn31I4V9Jst/90v/V5ljkW3uAel07qZyh3vucfZjf6LW7aW27A2+u9jFlbhsiGYHkL/yla+E2YsZPWvFDNzfkwofkd9cHuzcR4sxZzMDG7c9wE93ISbvjeyp9ZS1E2lkb+/s5AErD0ByAG5nnuZmj2vD/eqwxphszJ/ft8PiNo+mBPabBJoAcL+tWHO8T0cCibitffCYe6JoY/67euVBlHgYuChGiptTPDaCYmtEvm7uxFE/ZlxmVaAFuHOu89TUpVApUd8DOEyEzqPMb9+6UNKHfPzjHy+gjR8gtpApdXJyonwnGOThw9oZnWIBdjA+DdOdtvzdF5OUd4qTEtqMAlxZTjLb2LO6wo5gVIrpMv5SACmFy7mf8pu+VTN4TKUYD+M0fslssWkAAjNmb+9ogG4NfJ3TAH7GpF8g6t133y3ma79jEIFmivnS+x8EOLWWMQBy+qW8BYcUhRpHfdG4wBXQRbky/zou51omacl/Z+M/CQzy1WJOvnbtWukHAJ9MxQ9RzdZDag7s3PBQqkIESBmPPmvTe13zldImEylOPnj/SgFh5tITACGRsT6lUvFuHY0XwJqNryETPbkAAK3xFeVLt7srhU0AU3zmXnrxlXIek+N/lGntzwaoGvvyUvzpYj7d2PigunWzNn3PzqwVH0YpTxxAmjl+8/e+EcRXBTi9nOvygBH/NlHixnMgDCQZ7u4lWKQvvpKDalSnFNqAXJK1vyL2WbQ4Ns+51r8GMHWuxY3sFQ8ixiWf4cP4EwKYAO3aynx1fPJQQDTTp721mNrBM9VS8lIyy545dSYArC9JsW9GBpjlRBOHAfNSyq4lDzOdYdNE6z7/wrPlYenSxcvViaRpOXn8ZJmThxZzaZQ+lKJH/Wlg992wvosr/OsulDVsy7knwjZ6iAG2+U2upRTcUuYghROwb13vPYgfY8Cve2MlLJ30Stt58DiafpP+upjatzPI1jDiKW5S7SZ4SZAQc3/9YCERex3xbXxY6o7elG9Me925p9vb6gTgqtHYCxLEO8p+zp5vHk0J7DcJNAHgflux5nifigQACAp1L8qK8hgeGi1KhQKlBB2AF3AHJFDqmIijUYwFzCT1CIXpNyW3/A4oAmiAEnAGhOztya0niXSCQ2J2ZFr8+te/XkCPaiH9YTqAIFoGkOPXpDJDwwmdqSuwwHCKogFKtCXHGb885jOAR38ADiD3B6tRqIbBDNbbG2AQ0MLJ3/XIyhRYi5KUADsVTsKcAHVeDYDX25uaswFRDgoPYKQgmaUpfma2mZm58jcggdniTwlsPJ8yZUBvreTXyvX6pFjJa2urTrxNXo1gDudbF+NxnXJiwwfi1B8QCwjyl8MOOQ9oBNQp6YXHc0nIPF19+ztvVcfGzpRkv9tSw4RZBDj56zkwgtrlywY0nj9/PkEcd4sp1vgdQKz94LMXWUkXBETzU+SDB+BLAaI9e4A8AKXdsK1kLZEyxkgAhUAigBIglwfSuaqWdKfkHLPwsWOjZf2//c6FmIXnqjNhySYmjlanpk6mPu7x6ld+5deKKdyeEoxkTwEeQOLJrgMF9B7/8Ms1UMoi3ksEMzDVHuZZdKz9yzzrINsjB49UG6mOsra6mH2yU8yf1n5uLpHgWZeejfZqNWs8njF4oLh373YZ8+ZGnaLI+j33/DMFWIueB6aNiZxUyMFQMm37/vjxqbBoQwVsK/V2NAwt+df3VHdJR2M/oe3sg4cPZ+JziOEcqsaOhNULmxq0VvakvrY28yCRPd+WPbAVxk0kr2Tu7h91uSV1Fl0uAlhezIEA4JG4NtxNu/aNQJb+jNFauU/UQV7PGlnHrty/wKA9urSZso65T3byvpuyd4CnPsrDQtZ+JWNKGEv6zx0U8AkgFsK6SLn5n6YE9o8EmlHA+2etmiN9ChLAsFCEn/v8M1FWHM1VHGAyS9BHSq9hArBfAA+QAQD5G8ADsMaOjNTKI8qaaaw2sdZl14AnoEXON8Ed2D9/M7vxdzs8NlVAHLBGkVJW2mYCbDB7gieAPP06DxMlitjvwEbD2XwjEbSAlu+kNxH9iMWkYM1RZQhghpmR4iogN7nRVD4BJCivI/Gfg++AqN0EgABixgr4PPf8s9G9BytBCJQ6JalCxs2bN4v8gF2smGoRfmvMiYyMayipUcjPYU7G5RyltrybMxM6YFUzgwHgAXbkshj/tBqIiv68Xcr1nQww6s3478Rc/+1vf7sk7pWnbzPpR1rDJGJcyeLetfimJQhCHsW5BDOIRlWFxJoCbs8990Jhb4EkgOCVD71Wvf7661VLCBxmTXK2P4yDGdg4wrUV2WLMAPgCBsOamQP2Z2u9TrmDhZwOK3Y/TJR0OsZEHmQFcGCtOjt6Ip/4XCZlisjpvoHtMGMnSvvXEgQxEdZTbdnx7K1b8Uvt7u4vib63A3xEY0v50tvTX/wgdzvim5h27RHAUyT1wwePCkOG+SNX+1sQjfnw67Mm1qIl6Vk8ANkH4xOHy/tiqSc9WyLdtYslPTgyVgDtu+9ejGl5uHrllVfD0N4te+rcufPVl37n9cxvIg83x4urQIMN5ydayhXmYYrcAKvl+RqIjSb9jvEZr4oux4+fKKymEm898W0FjveyMa3PdtCk/dTRpapIgkb6ROXG5zPpeiQC7w+wVrtav7vh+brjzzd0oL+wy9K13Mp6tMYsDqR2JZG41D4Y6u3cM+m6TjYdRrCuBS5XZvJ3BuzxtSS/POoUsOk+tW8BSQ9CzMPuL4nI/bYdSvGtb1wt90/jAbJs/uZ/mhL4IyyBtp/L8Ud4fM2hNSXwVCVAmXzhC19IjrQozTiXbyeqcCtP+v5x50P2KEqqI8mX2wL44nGXvzuqgZGwdFE8oibbW5hKl+MkHt+w7jqf3WrSbEhAW/uGSbYcE1EV02mr+rf87waidNqq+w9vR+lmOnmpVvAo4Gc+rGKsUTk3iiWKfCHF5sNzJG1HcqXF1LUetqe9sy9gMX562LeMdTC58fjodUdRbeSziibGD8gJspD+YzF+XfOZS19Yov4wGxlIUYCTE5NPGDFVOOI8H4W3FPbmQZi8zq6cF5msrIUpXNmqnnnuXNqOyS1BAt3xEatSdk6akd6+mLZ3U291SzLl+eSmSx8p+7W8Et+1fLeV89djXjMf5m0+ZXyvMF6DyRu3Ep/CuQRBAN6HDo2HkTscU/L7YZHWo2CTpiWs6VoSWy/mPADh5Q+/klJgj6q33/legNzDtJcEzQG7BMe5v68nQH035rv1JPRuV0YvkapYoIAmfe9up9zew/mwPGF/si4YHUxoSbkTU/SB0aQFCUCYCQAOLEhJtdbCIi0uJ/VPmLSuMGMP87BQ8uhFxkrO8T1TneNAWMjQQEUe129cCRBKCqAwU0cTVLIckNIbMLMdwKeqx+OwbHkeqI4cSnqfzr34A7ZXj2YeBEgfKfkClS9779L78WtMup/MkZlyNjnzlmJWHUhJNvtqsH80AOxq9Xtf/VZ1+dJ0tbfVXU0eOVs9vPs4AG0kwCcBCQE2j7KvNgKIuwOQ2gN8NjPWhTB6M4maXc++atuJ2X8lOzyywYK3tUrK3VGdOv1MGOil6rvfey8ALvWVUyOYdfPc+Rcyx7bq+o3pAFA1p9uy95QpbKtOTMVUPxcTckzS6xthp7eTdif1ji0QMI0VTgHj6tFafETjVtDeO1L1jRyqrib1TJBk9crHX6se5CGhL8BtI2CuJ6bsjUTh3r07XbVkDhsx53YEoe9mb3UnOXhb/t7ZTrBW9mbVspnxSg9jf60W38CRuAF0tSVFURU55qGufzAuEWGRt8MoLs0vB/zJ6ZjfE2Ry8NBEZNad/RZzf+6l1jDufUPDVXuYwu2A0NYA54gzez8MOxAZd4Hie5i+1CCWT5I/YUvep2/MVWqeA5vNoymB/SCBJgDcD6vUHONTk0ADAJ4+O1ZYEUwb5sj3W3nix2Ztx5TnO6wJ009HUsLID4j52Yli8g8+wIUtRKFR9LMxszFZYWOORPkPBaQ5BzuACfQK0ZD2mP4CnALw5pNmxd9pJADgbBTlaAFMUq9Is+IFqPgd88Dp3PgaY9aWVB/Mb5gmSZkxWNgu50vfoiav0mt+U7sYszGRHIGAotJzjev5/u0EGDA1DkUBNhhJ5ksMIhaQCdwL22Ju+pCCxmfsjN+Y9LwkPvY7thGTQjnX5mNJo/nh1aZvMi0yzzkOY6dgtUf2WE3fFUYp3xXG7Ukf2m+0g/WUk+/w4ZGM6WHpry+gnV+g+Tj0a53N25yk+jFPzmvMlY8f13PTrr6xZZhfY/e5MH5BA86bmpoq35n7RNKMkIfoUMdm+iBPsnadaiXWZydztHb+lrPOOVKWmD8T5lIApzWr5b9VvmNO7Q6Aw/zyOxWxXpiwRKreuz8XIJYgmIBFwHgzcjl99mQqZyRwJsC1JawgMMJM6ho+rQtJ+dIdNq01psuyvwNoBZHMBYCRjYTeb775VpjMmQCsOm2Q9dBOT8YGxO8EiDFl1/fAdmHPH+fBxT7tCeBl/uWLySWADAFxv22mT2b0V199JTLZrMYnRV6vVp/61A/LwJL7RznFtUQSpzJJTOdba/wA64eanjzUkF3jPrTnPcBYY3vNvSKXn/vKfrFGwBlZbrdJqURuzLlh67MOc0kozZewA3graxJZpQ+Mr/vMnjU2Sc7tW/exl3ve+vob0OcyYr/k+SoAcLYJALPSzWP/SKDpA7h/1qo50qcogaUoivZEc9YO3HVi3rWwbZT8WhgbwMBvgAJmhEIACpmlmKAAojvxtzoV06RzMB3Mba5ZS+4woEEULaVaTElhC4bDcDiXb6HvKA4KEkigoKXIoIwAAu1QMtrpj0+U9oFLY/A9ReVarB8FpR9+ba43dgrbd7OP75c5MYPq27gXl5iG66jjrjA/+upOeozHCw/ShxQw3cWM3AiMAJyAFv1S+l7aKv5x6QvwMxaH783LmPxuLsZtvAAH82Mjb6ExOg9wM3Zgk5nzzp2UNqOkIydzAXy0q51Ge9oiGwBT2/wBjx07lnnvlJxxzJ36Z2ZspO1higU4pfcADshHJY5qKesWJngvpsqhBBGQx1IYVPMF0sx9PX2tpj3j0q9kzeZi3IM9Q6UvctFmST6c9RSgAiAqrebwIDEcQGK9jY3cmKoTl1rmKdq67J8AFWZQ522s7ZR5i4QGPFbCBtoD8th9+MPPFhcDe8dY9mLSvXlzuoBljOVqwItKHUDS3q7gpvg5hu3ji9rX1lNdvHgh5e9mq+MnxkvUr2jeK5evJYn3sWLu5YtnHMD3TNKwMMOT+1zYVHvEfcAHjj+eShvyKvI55ZdqHvYBgNTWVueZ7ByM6bXcR0munjyMowmaamWKDsqVM7H6f9q7zyDNrrNc2Humu6dnenpyzkERWZJxPsaHZHMMLn8uwPwguAiGgsLGFBhDGSiCbZKBKnIsoGx+AAZThA+wwRlwxJaDsixN0OQcO0xPh/fc19rafUY+skd1GGnUmrVLrTfs9Kx7rXeeez9xZmVK4Oj0kZCJfN6ydWM5f2FImjIs7j0SKyay7/rIHDe2MAt9h3ftavHnXvY7gD2cx+ZLeNEh52LWeDqn5PfdF8uxz/bDeSBEPwLEqqtguHWb+c48q+uZZVCuJ9xjJhZK17IeeQhYtm3WT90qAnMNgUoA59qMVXmvCAIXokz7pxUIbmOlPNn3DYjlactEUPotkQnh6o0VMtASmNS7i/VFTJaCtUgM4mhDZpCbA7GosJBQkshTf0gjJa2eoPuI12IJQVzcA9F48MFdIYBri0Lh3qXAukQBCs8x/gTDa7vlXBvl5R6Unf2sIr6jpNxz0aLl5fipqTa5Y3TsbFzPevdqAba6HMuK5noIljGSW7IDRUnpcZly47EE2dxHSRDWNdYeZKvEbRWlzCqSNntx45HDH1ING8ofgaM8KXDv7Xdf10RyWfx2795XiJd4RErafgTPeBzXjdX77lqsPq63Nq598VnGoNacEj/K1yCXn/70p8v9YkwrsijRU5I/QiLi38y1UoS4WGkXlbg9c4AEIAnwdF/xd1s2byvxbiy+69ZuKLFgyJxzjcsYyO6983pZS9MZP8zFuMGHrI6RrICQGfv0il7mpC1Mfjou8gP7DzVLE0uIZLBYIZsI3NZYdK+77rrUpPxw5nKkkNrR0WQa9yUB51gePhKOsDbjXZV6j0jSyRPa+B1MuMG5Mn64jIX4T2Q+F4e4Z+jNmawx8W8r44435tVrkgQSUnk+FuiJxMuNXziVmMbUfcyaQPzga/ydpbpkmAfnTEmxtikPZE0ghsirbdOGNYUgH9i3O0bXEOlk3+7YtqU5x4ULicQ39oeYX5gYDeEeSdmYnZnz9sHG71FMpTjLNmlJEeskcuQhwfyMDrGUezBKy7usV7iTnwV9YHncuokNRAzFyw4P6zKTgu55KLsYi6Ns9BRLyhpV4Dkle+JZ9jvwu2jrZLYPXbKcZ3KsTSyheXGfmVgSWytn2VX/VxGYMwhUAjhnpqoKeiURWBQFxiWLRMgK9A8+MkHJK7mBmPieRUeMHKJGCa1O6RNZqeIHS1ZstCdiIwPyup03JNZqqlgoWJoQgPG4jMcSLO6z+mUjfWOF3FCK/pAaVjnbdKwIyAqShyQgBdx1yBOCQxb3onjIjRhSxI7tyJvrKGtBXucPLUpNt7zXu1c2MoWG9CArxbKWuDNyDkRpsv4Zv+4K2+PiJI86bBTh6lXp5xoLFXJwMe67E8dPNTffdEtJZlAImfWnWFuyf/587vM2WB5xZEVDdpQmYYVC6vxxRypczTK3c+f1heB85CMfy74UWM49EUck1eZzh0EhJpHTuBA7/Xa5uRGv973v/y+laGR0+sxCZXyIAkJnXmFH1slJtfwSGxZMDx1o+9wqLO04VqCW1HEzLy/zh/AsGEhiT+oqInDcmsvj6j927GhiNs9lPueVc8lqXofiUmQZNTdkGIzF2XnjeW+twXhYkkrcpXA9fvxEIZMXcx/k20ZOdfRYOvUqkzxiPfj8ohe9KFmzR8t7LuCHHtrVrEp8oXW6e/fDzfok6cCvtcIhONyaOsUkw3VM9jIrtAcXrlYxgRdShuW+RwpaL8n4jxQShXR6oNm3ry0ftGXjqoL9xVxPXOTCEEJW6pGEMygTM5n1ORC39eKsJz2IzfHJJDLtS0Fmme/WuwLTkkOWBduDB/blt6GOYDqKhKgpyK4bycBN1yfedGkIbch0LJjWj3N0KBlIgegFg8IcWnIpUWpJHszMkaSjdn5aK7fuI6MpFzM/LnkPNkiqTHu/Jw84sn3Nuc3ccgEPDSO5rcXctViHrTckOZy9/AbNofNyiWy5aN0qAnMMgUoA59iEVXGvDAKUvjZaLHKe4hFA5IsipBWREIVxkY3paAxkimJn/UGS+lILTgICpek9Rb9n38OFjFH2YYi5ngDxdBMJEdm+Y2vajbXWDMRH7J/vkTfxXZQ21xlSwWqDpMhaXLUqbrWRNvYOaXJcIYdx7Z2O5YQCUpeOnBSV+3FTU0gdSaTgyacuHAJo7KwdFOBIElgQtIsDsb6EBFL0o6NqAMZ6s1RM4pnyvfp4rDHctZSm+C4EGEnjOmQNbGsjtq3qut60ZCB3IcAZKzmQF3j7gytCgxQgO6yZFLQNjkiuMbvPjTfeWLB3De5e8+ZcVj4Ek8yIqmxS3/clRss1kDHWIuQPibSx+phP94fZyhVJtMn9TyfZxHc7dsTKN7aujBcRdK56hOZNyzKkEI5jo7FWDsM86yGuSHFhrMKIuQQb47c5Vm08GzzEXprHJSlRcyTkTaKIuWwPn19I7aZkAu/ds79k2O7du7dYr4xjPK7dQw8cLhbAMoblSyLvzpDJFHUeOVvmQTeZEq+WhIdlS5NAsi5JILHKmU8ZwIsXLkn7uRuKZfX+++8u/XvJxoKM6ExPxUV+IYWnj7e9rq0R8YkwFmtXSFEIqVqQHhyshWNHW/eqscPA/CDScBWHmDrrsc4uTGHqm3KPrNuyRpO5m4eQwFaSOjZs39asWpHf0p49cXe3oQUL055uIuOYnOIih6fyRa1VHuawlXXNsu49C695Hxtri3BPJakHEV46lCz/WOtYrFnZXQrvK1nK4du9yOQ8v4vyOp4EkIxB7Ga5biGA7UOhz+acVdA8+t3WrSIw1xCoBHCuzViV94oggOwM5gl/3jyWnHbjEmOtGecaiivIVmLAkhmIrPk7eDAt4aLA9R4djlKjCMQnaWLvWErv4hTXadu6SzkY5IULk/WL5WFq6nSU83ghaq7JHeU6iBTFxHrFIiTgnpLhcmMRQuwQK/dAWlprx6li0UNY3ZP8CAzSg7AZBzLE0oXEKT1zOi3TJCisXtO2ctMdBB5kQMAQYQV2V65YW+Qu5CZyUPZInvIX5KboHe89q2LrcqPsYzFcs7SQhHYcgun1FF5YXOTkd01yIo5izPzZf/vttxeM3cM5yLbjuD8Rk+c+97klrg8hsh+2CCEy6V7nzsZNGmphjsbGUoonVkz4Ii5khItEA5YcciBEMD2f+EekhVx9MQ2PhOQcSvs/7lMEZygWXvJJwjBPw4n705d2NNappcvWl2sjlQgfq5h7WReIqbG4r7I1ixLPRs6RJHyYlzUF06PlvHVpMYhAwvETH/1EXMAHm2/+xlemL/ANzakTJ5t773ugEFKt/GA8cp5VV93HE7GSJSN5ZfB7VnoKp9SMGMEjwezA/qNx8w6XmL5tKcJ8042SKpJtm4cR+O3fd7BkYq9My0BEWus25IcM8GB5E8u6ft3G8vADn4ceOtWcjVXPeunLeI7FpYx468NrrS7tLW36sl49KJgz8yGrfjjZtmIpFyauToylLOypPIisWZ3M4GiiPbsSZxiXsAcVMX2smsdTPxCGCxe1tTldT2a8dWGdstgh07aSoJI59TskO0KNqHpvnfrNnsnDh/Z+kkMQN9n2HelzDYWjjcs8IptwtoZYQf1NTyRhLFZGHWyU63ENMsU+6fS6VQTmFAKVAM6p6arCXikENiYTdnHisSgSFgr/yB8+StmcL0qgIwzcc5QpZU0pIGiUOeXSHyW3JC68pSvWl8+sbjoQzI/S4QJ1DAuWIsYXYoXrmzpXesa6putxT7IgUsSU1LGjJ0Iw2sLTui+cjQuOgnnms59RFJH3rqc+HdIl3lDMIiVHXt9xYVLSXJ4IzsSFE8V65Zg77/ps7jsRd+mWQpyOHmu7mYylfAvlaGySMFatXFOsXAcOCNRfFcV6uija7du3lxg1WbabN2/JdYeCoVp3St20FsyLIc/hDwUr2PpDVhEi7lrWP3IhaEid/fCkaFnaPvzhD2ccrUvUd5Q5gvf5z3++ueuuu9It4vnluJbgjZWxOw+pQdCQxZYoU9ptj2IK2lywXnpF+GwUvWxcAf/jIcbz5kl6WBhZhgvpk1HKvc36h/gufYSoO5fMXKsdWS9k4tTZgru5RLaTG1oIWrECxg1pDlhCFRnmZkRK9iSWkuV3VQiYuTya+NGhuP3JoR+1Oozq+JnTF77wheW+HlD2hgCrwwhT60d9xrOlf+5A5m9d3LGjwU19yazJkSSmxMI7HLJ28MDRHPtfzW233FpINzyG4+781Kc/m7mYCPGKpToESY/cr/iKFzQbsubvvffeZn7mWCmZ/Yf2lfk0N0IkrDvxfvDfsWNHXM97CxlnHW/x0cu3xX7T1hXN+eA8fiHu+0yPmNhl6U88koxdyRwsgrt2PVgI2YaUxmHNZH1fkti/ptcWi4Z9+3A1krleEUvw5mDVZicrvo2cs7BbH+ZNeMFgsqS5oQ+n/Z4597BwMZngTIWDIevaQsoItikynQPKGlUex9zopS1eVNzfRKyQ5lP8r3VsbekZPW3R160iMMcQqARwjk1YFffKIMC6o0m93qxi+vyjfvR4S5a0HZM96R94inZhSAKljlQtiqXsUlJzMvFyp8+1Vr6TsfRwsSJi/vpjOVTTjcKhwPc/dLwobGSCS4rSRD5ZIDorEcVPoTseqfCZlcc1KBvfDw+vK4rOefazvnB7cW9+6EP3lWO+/MtvL/u0xnKOzhiON073d1+ZjwjJ2liUuOpcC+Hh/lu7dn1kOl2u6TwkTFYw0kEuGDhelq2xFKUaRWp/GcuFc4XU6T8spnDTpi0Zu8SCtgRLa/GTmMIiltI7iRtTVJcyhzPi5/UFL3hBIRmKJrNA+q6zTiEfFL2xIFfOuTjBIqMt3Obm8KGjIQGJTwvOlH9R3NHvPiMRJ04eC4lIt4gQMWQBzjbvucLhbR8iY/6Nu7VMTsYi1iYbuObuh3eXtSJ8gEUSXqxpuIT+vkivpA29ecneF+vr/BAK1qahjJfFkWV5MCS6P+58SSHqBi7YzvW9Kha3h+Ku/fLQySQs8Vtm84CxKK5NcwBLY+aGfXjvwUISb7jx5sxrLMdx4w5kDU4H3zyyxIL6vOC5uDxImFMbAh2RM4+xauahhKXaA8GpJKIg1F/5P7+6eXjfnrJuEM6Z6fNlfP25J9qzcvWqZM9Opfbg6ULWJERMzUyW301/XLSsyzKjFSFnORtLQeypWEdHQrCnYy1fl/Nl/sL30KEDpXC3HsInz6SQd8jbaFy5GzdsK3M/7bqx3JODG15MoTqehw9n3Lkua+MNN9xQMFDIGt5jIX3mcjCklBvfnNkQ9Hn54fTnvjZkz3ry+3MIeWZCymE8E4I6lgcF567KmvBqnUhc6SyG5SL1fxWBOYRAJYBzaLKqqFcOAW6tvvzjTzEgDwgMJc8yNx0iMj2lTlgb+8MCKE6Pxetc3F0UguORp2Wpm7Y4nQYUckYsbEp17IlFxn7HFmISxXI6GZuUBlKBSCAJSAxrESuZ+7Eskck59jn/zns+U2S78cYbChHrCChFzZrV3YdMyFghfFH43MKUmP0UJ8vWwMCyjLe1nClUjai6byFKIcOOd3/yiAdTT428Dz30YBmfYHufj8Zaei7ElxXSWGCHMEs28SpAv7Uupbh1CAbi5tr33Xdf84xnPKOMzTjcyx/S5J4UK5mMwXhsXcyg965FqTuHHB3ZRgLNnfZ0a9asLYpcYgiXO4LZEby+uFjLHIcAuofPlP7ZyO0YpEjs3Pj4qdwnZUAWqMunfE9LzMmEEJo740GQELbWGhRSEbm4OY3Dfc5mXNzaztu7Z1cZp/lmdTNexcAlECnYHBZViNkD938+1sYlzcrlq5r3vuf9Gf+Rgv2KJNR4oECKVq+NiznJPnDNrRr9pZfFcnrPfZ8vsjyYci4LsnZYjPUOJpf1ICwA9ekwlGQksYQXFbdkRbvppq1lHbJSIsXwL2Q6ZMvn226/vmQPaznYzStCuzxt97jIrVvWQb+r6RSb5kLnxj13/mjBen3Gz97n98LyCWeYWpftnLSE7ETmRFKVzi7WmyQP2LEucntz33uVNMXyvGO72EKJPXmwyEOddWZd7k4SjftbO+ZpYfYjjqz+wjUUcLdWp/OQZM7gZL6c616uyULpN+I90qfQ+dnU8TSHiL/XulUE5hoClQDOtRmr8l4RBNavXxeF0pYfQYCQBO5bynggQec2SoBFKrapohCRMf/QU1y6giAw2lAlL6CQKP1h7V8Y1zIFyEVVlFGsHxTuunWLCxmjWJAH16N4WO4QPnIgI76zn7JCJGQuUqaIje8pMorKdvz4iXy/qhALn92fknK/ouzSxWJsPFaOuLNYp7Skc63zIQ/2y/5FnqL+i3KXZOAeG9JHVnYt1yI5yYVMuK7P5PKHhHlFBJEh10ZCDxzcW+TwnesZE5LntSO+jiVvS6raTGbX78bmeO9ZGbtxOd9mjMiCMbiO85DnycQ8kgfB3759Z/btDklpiTjcEDzWsxxaZGmtPdPNohAhkVzjccnP653N9VMjMp7iiekLzanpk8WyeSIFuhclMQeOyAfiOxX5Fs+0JXaUkSGz7hGIKXJO3jGFp2PdY4kzDnPtuEJaQ7ymg/8Qa1IsZwjpwVj0jsYSuGjB/uZ0Yv9MtTEiz8dDijZu3pQs1ZTsSQzdsdTn6wi8NXz33fdCJwRlImt0oL1HxgEvLfMQPklLM7n/mZDPixcTIxjLIXKDyCLNd999Z8HTuuoLVsIG/AaGkdKEBHClc/fefPON5bijR4+HJKbcTsaK7GmdJy6PlVW8pZAF62d+8Nmc393RENoleZhalFhXIRcb1saNHfKHbO/YcV2xHh49cTgW6mRoh5UeCqlfvGA4a12m80OzWfIsxizH/enoId7Q/Cqifu7sg5H5kT7d1mqy7ZV/gRPcE7yZ42MJzLWXDA/FwtgWoJ4J2WSNLWstlkIxf8YEe2tK5QDFwy8gjSGsw6ta67r1pD9z3SoCcw2B2gt4rs1Ylfe/hQASg5Q8+3mbQ964+drMQYphPG4/hGJFXFJi2mxIxvnUWKM8EJuRFFFG6liLbOqiOSf6obj1vF8cxWb/RMpkUCAIEwU8FusIskcG1xMX18bYpWh0lJdjKRr7XMeGHO28fkeruPIZ6XR/xGsscV6uy7pBySIzxuH88JdyHBKCcLo2hYyMLY7SM65yryhK8VyLFsUdmHZd58+PFPkE2PcvmC5uVxbEjrQ6ryOFyBR5jAEpvueee4o8rDLq5SE4sPbqGCQAeYDHrbfe2uyNe915viez743lYtqzkYl8XKeybl3DMa5jH3mQPrI5zndIl8xRRJD7Uo9a82Ls96bV3OrMq6zR1qU+P6QusZtx2ZN3eSxC3bXJg0zZkAGY2ciHaIhdND/+zFt/LMDurc5fWEWRx/EKTo+kAwVZjWM0pNv4XR/h9v30vHQDCQHaGvJ1PG7qySQWHIs7WE76WIkVTJHwEJAvf95zmod270o7t9H0ul2RBI+jzXiI7YpkERuj2NHpuG8H0s5PDCQCmHLRZU0szNisi4ngKunGA8X993+m4DAZa5fj2weWZQUDsh9PizqEVrF0RBCRK+7WsNF1G5bkuNWFjFlzyKAxmYfTiYM0L9ZlN7fmaH16HB/N645t25tzsZxdt21ns0biyb79JfFFXORULGsP79/dDMfiunrdyub02Mn0f14cAp19Z2XNt2EZyBzCai6s01UJgRA/e/jQiUL8EGBzJcbWb20mskj48rvJc1kIXWsB1xt6XTqOCH84lxhB11MEcHoasUwiSH6CYgPNM+KHuEv0UQlmKOVqrKvJzI2exxMhgJ/7XJuwYi3WrSIwFxCoFsC5MEtVxiuOgO4efVGKFBVSQ8mfHzla3iMQU1OtSxEBEAO4Iu64pUuS+TrYFAsQhVoK80YZsFLJhKTw1DXjQjp0ZG9RQBQ/FxuSIXZJhqPs0AWxaKyKy6yN0VPKorWwIUCuTdl0JFNBYIQPqWutHG3iiFZViAclTOk5h+KzIWZIRlHKUbzGSeFRbMei3MnKncbiU649T+kOcXBpGbZnX7HSHT1+uMi4YcO6QsIca9O+jMWPS9k1vZIjt4jMOpCkq0mUsnFQnuSCo8+dvN77jhIlG6JLNnJdmGhdwghSR/ocwxJjrmwIB9ydZ7MPueqlRzHFDzvHiDs0d7KauSsHBtrSLxJ2YO0aM+nLjAAhUmIUEURyu7/r+kxuspBXPToY+F4nEWNprUSthUlpEMddFB8WK9OKEA/ymyev8FAGxfX7F7Z1+4qbdf/BZiauzAFJB7FqDaTmoHHkcuX6LI7hJmWOXV82LflZwYQnqMWnB7W+vkOxZl3IOmx65+PWbdu2sW5LQELY7rrr44UQ9S8N7mk6bOzGh8B9xYv+R7HuHUuS0OcffKCsIVZPxBwx9KzADX3DTTcUgnXsxLGyLq290ViQEa3yexptH3SGQpDPjyaeMITvSBKIrttxfZZr6l2mDuGSlKi5P1ZLvbXVr1y+fHWzccv64NLfHDt/IveM2zoPZmeOI3cpXD20pOAGRy5cCRzW4sj5NgbUOMQcct2KRYTLZObAb9pDhLnTMSWnl6198Eo5nsVZd8H+/LkkBIm/jAu5TRJrY2ONLZAnjjP9jscljg02Gx6pGWlNskbWrSIw1xCoBHCuzViV94ogILZNBqh/2FmyKDguKaTuYpS/zT/s/iSEUGpI1fCSuAZjW5mOeUBs4FSpm5eOCdl3PpaE6JpYYSjC8aKoxDbJQNTpI+q6BK/LTHQ8QoLAIImUE0Lkz4YceI+IjEUhsaIUGRGCEA4kgqUBkeAi9R2l5jwyIxvOXb0GMRNn11oEp7kl8953yEPrtl6Ygs/HgkNiy1avKW5wZG9y97kiJyseIiJ5hLzIENkQqKL0H7HEkRspstnvvM5CxyqEjNpvH8JEBnL6vvuuZLVeXFTmwbwgJcZpv2sgiObCGLv7kMFYYHrn5+4oxMC5CCDFv3joYqkb6HjnDi8ZyvejSZ7Yl9e0S1s+XFq7nYnV0HXI5vwlIRulxE+ySlmt4H/TTTfFWrexZCSTYef2uOdDZsjJstThHudhsS6S25jNr4zWbn5aF2nWUOYIjqORfTDHIkSbk4Aj41T9OdnP5prcNsRqZVqo6SAi9oCrkwUrfC/XTib3eKzHeZhYJQ4y1ivzdTprHfFBjGAi2/ilL31pwZ17/I5PfTb4trGq3LDIqAcVY7GtWJHs6IQSBMrywDCVJJAHQwy5jJFPDzfm0Nguxl2cX1UYcH4bsTiHbpVkI9dakfU1EWsjS+baFWIY9zeH9x0ombf78tCxevXK5iu+6n8kdrG/+eydnym/w7HgfiHEU2KH9eK3KEuc1VJCBwsd8ldiPUcVgU5Zn0AzEqucsepGsjhWROvAvMKhxPzlYap7+JDly90rm9ecZighgG0tx/4QSQ85NutrLGvQ72pmZrz8Hvz+WJUVea9bRWCuIVBX7VybsSrvFUFgKtaEQtryjzrlTLlQll7zL3xRuIgFhYAMUB5ckStWyiLslf0rV63JoRTKQLGmCYCXPapNnO+4qZynEf2RI0ebNcsXlWB2JGfdOoWVWRon88pqItNYaZDWzUWhUjTTaVe3NLGEiCmSQb7OxYZcHDp0sBAT10JqjIUiRpooOMc6zrDIovg1QuG97NGRkFNlRliFkImCSTKBHYP07d+/v5AiMv/nf/5nuRcS4vrIXffnemIGkVpEieuNS9X35DAe58Cyc3e7jv3GZSM7cuxexgt/+43ZmIxR/CASaK6QCsTXe8qe7O555PCxMhayIQSHFh8prmyZtEjshRQRdk+kxzxR4g8/fCwEpO3VjAT+H/KzqtzbcWLwWMEQdhviA9ul6zcUORE98pB1eWpEqvtnzJ/79GfK967ZrTUEsKy1C/0FZy7ztatWN6NZQ+TWnWJZzmWlFa8HE9hMhOnND27utSZWq859e+Tw8WZaeMOKtBNMzCDXrrZz5lAdQGM6ez7t5TLn8Lru+rUlBEG2t1p/iBz5rBf74WMs5hLee/buKta/dbF8btq6uuCInFqjMCAnS1whgZkL51pDxmjuzfvmrVua3Q/tKgSOxex87iUEYyxJIGmYV4iw38/efXubu++7t8TYjUycL+sK1uaAZW46MZnmFQFcuXJVqPJAIYgP3L+7rIPBELJ2zbUPIsberSEEsLMCup6HGXGvHthY0Y11eDgW6FiRbX6nfjtwsW6NxYONuL+ZEG2uYQSwx31ct4rAHEOg703Z5pjMVdyKwP8zApTcW9/61gTRD0XhpFF8rGuTUXb+1ibuSMkJLb2mk9whwF+wN5PCWMiJfq76/q5cuaY5fiyZrwOxLIxGaUaBbEih3Ftu/rLmQj6fTGD+dOKUYvJpzsaqNBG34qqQOJ0hBNy3JVeGQhSnUpg58U1RopT6UdbHuA0pfN+J4xoLOdyxc3ssMMrQHA/pOF4UNNIiCxfhouAoXi4yFi0WDckrW7duS6mTo4Wc6CoyPxaOXuqpzZ+f5Im4z1YsW9NsWL81ZGGmKFQkSnwVkiJWMQ624KwoMHf4xVh8NoUkJOYpMm3btrXIgsBOh5Rwl7UFeSUyyDidTNmPtL/Le7KfSYkQLrS9e/fE4pZs4yhQytP1nL9m7erUINwRyFKMOhmuZJBwcC6kbiAE4+FYOSVKII1IDWWMEColcjTkuhfSvTiZtCPnLoaMbIi8qYGYhJBCmvtis00WtM4u/QMphpIpldgwHXexOFDXuRA8puYlUzplV6ZZr0IG4hkN4WqaG25OFm86Z5wbvZiuHUkQGQhZ27gldeoyPxOwSweRU6xDcTmnpM6WzVua7dt3NPse3tccD+FERpDT0dTZQ87SHDhW1pDhxasjaxJsUjInQ0oB8lPNwSO7m/GZs83KzcPN1MBEs3hFEoaGUkfv8L5i9VvMap2M240pibNsacIWznFrx/Ued/C2zetTXiXELWOayMPAuTMsc4mbXJ3QhaFY8NJDejpt+iaDxfnzcaueHUvs4EizemWIZsIR+jP+iZFTzcXxM83alUua1emOsnjRQH4np5sTiTlU7/GmG28K0RtNBiwL2PGs/bhLU8pnOpY461ZcK8z1+dgYjDZv3h6iFLI03dfs23VPM3r2ZLKkz4bISRhJiaPJlMaZSHb8slh1I+OF/O6Opr2dTh8rU6JnQVzzfSFdgwvXxzKYOMslq1NqZk3iU1Mm6NS55vCRU6l5eKHZf/BQ3NtLm+tvuD79mVeHNO6IXCnonRqX67ek6PNAEp4W9PIwJas79SWDo7UZoUtM30K1LPObSt2X/Jd5upjfZdbLkriv1Qz00KBGIJfyVMjexfxO8nPLGspaSezsdH5Xhw+eaH7qp36q/Bb/n/+BqidWBJ5EBKoF8EkEu97qqYOABID58zeUWnC6H7A4Jee0EAyWJ+40ZJEy42byiiCdDRlCti6MpxRErFOUH6sTCwerDHLCatKW20g8UoLoBZYjaVNJK+3IlXMFkrOeuI9ruq/OHWK9WCdYGlgu7Pfquo5BKFheCqkIgWS1IJvvECTn2sd65/qsMeRvrW2pPRd3omxQSS179rRZvs5BhLpsSccPDQ+Wa7tfd10yIV9qArqnc5zrHq7vvqx//en64Hv3d5wxsGyxoLCmuL6xkMW4uBPJA6fJjIMVynWMDaaOdW3Xgw9LXrFuxcpEPu9hqBac+/k8v08R6/QufqQjRy+xfu6zIbUKyXHyZApvx/3qeKVIyOh7Y2UdJCN3qLFtSFu2W265pVj/jIO1qxufosnWgKQJFi01C++++66cF+tYiC4rk/k7P8nNn9I7wZDlTkeJkydHylgkWuzcuTNkTLJMSHycwGQfCFkf6FeeBmEOyQohJRcszpzYVyx9LFcjI3FlJ75v06aEF5wbLzUth1NkWQFyVr8FiT9dFRfrwtGUsDkSF2/iWU+mZ+7BrOf16R+8IokX43l/Ln9LQo4WpXNMhC5WRVbMZz3rWSFR6YWdObrr3gczBycyvnm555JYOdsEmBye/tA3lzUBV3Ky3HmvePjixW1sJxe0ONmFIXGuraiyufOABSdzLRzBGhgI2VZmafHQsmJRtF5cdzrsyzlwsBYGuOHzcOaBwPdDQzuK1dTaOp3WhubK2rV+FF+3tgpxzVqzfjwcOc9+Dw/WhLXYrdnJkD7W/iyP8juzJvxZLx5getzIdasIzDEEKgGcYxNWxb0yCFA0i1kgxhOvN9qW7+BWosQlBFAErGRaVc0r8T1cxCEzMYqV/r8hCYkimiVnxZ0aq5Xgc4pjbKwt8KxThHshR/0L2v6zsjAXDLbFoZG2jhxRUKtSsw3pcD3Kk4L0ucgbsoMkIBuUFuufYxzbkpa2liDi4HhjmJpui0i7Dpc0wubcVnFNz7oz77nn3lYpxsVGEboeRUtxOt6YvHYWHgkXnYvPMcbhvsZCcbu+DTFGAMhjv3N85zifbQihP/f0uu6RGEnXbEkAd/qiWGjmFxkRBMTQfREC+5zrmu7jHK5ayvv0aYRgXiGZvjcOyr/Fve2tDPeBgbOFTMyPInddBI188CL/3XfdW9zIehArdt1/MuVaggHLorZiSDGr7Pz02S3xdrHSrVqVrPEkiZh72OlQMTQU12zi0oxTCZf+BZNlzrdujZU347qQBAWkJaaocow159wuxwCurdW112zctDn70iEjRPLE8baF2+7du0MGx5rNW7YlozZrKGR5QRIsBmdCnNM7uhdrqL65LJ8wsy5YYU+eTKu+WGQl/Aw9UurGDBbZYykL1ykPSR4q1N2zllas2JiizeYhxDc/B+31/v3f/7O4gwsBDxnmxl61cm2xmh89uidzwT0thi7EKQGzYu0GB7vkmtZSKiFKfC3sJRUhvSzMwiQ8IJ1NYXGymwu/h9GQPseeSQKLue3Wk7n2t27LmnK83wOM/X49iC1bpmD4lrIWOplafJNKkzXg3LMJh4A/q/r8ZIzbj/jZunll2e8Rsm4VgTmGQCWAc2zCqrhXBgFdIM6PIH6twlXeoSMQ/pFXEFdnALFR01NtbbyFKbGxc2eISIiEYyV42CgWVikKoTfYWgZcj9IQK0RZ5ai43i4UYnL2nD6o2pC1yQyUlrgy53OzXX/9DcXSIt7NdW+99ZZyvHtxXe7f/3BRYBQdIhPOk3uJS0SM2gxMpPHgwf3FetKRv/CkorwowLHEVhmHYtJIk0xgcWZd+RbnU3yUoHuQrSNXxus9pdsRMWQJUUIeWYmU0jBuZKZV5K1FlWJ1X9/ZTyGztvjsHsbUn+sX8hqMEEYyiDGL9i1kV0KAMTmWHK5jzuC4YsXqMuaZ1OazybxGOHURQSyco0PERNyh7oH8kUFs2bJkxBqz67VFk9uewebp6/7Xi8v4TiXbG7Ekz/Oe97xky94cV/Xa5rOf+3QhQvfcfWesXYdz/dGQ8xwbtz3SjByJ8fSKfBkT96x79fX1FwIJc9a/devXhIyxbiUWc2FwibV5JDFq1qROIdYIOU+eHC/yD0b+LVu2Zv7TDm8wNQ9jvX7gwYcyn6tSqHxJcyAWv7NxvbII5mYpkXOsOTR+uJy7Pu5S15KBOx2sBhak923IZyGOj8yDLh/H87AhLKAjQO7B8qiOnzXpd2ReFeJmPe/NwHAktQZlo7f9hFfEnY0YZqrKn7mbCSG1wcNcj6adnXtYJ7lkXsMYc746e32LYw2MC1YvX5a/A/vamNcTx0+W+EgJGmX+8ntYlLEI5fB3NuvC9Qf9lt07tn5Y+FudubEmrJ3JZCWrDdiXDiuLsh4ks6gW4EFPNjf8lQfqy3VsSKn7ySr2b0XdKgJzDYFKAOfajFV5rwgClNbkZNuDVoYjkoPMUEIIkli6ongSyzYSC4m6gPYtH15RLEPivcbGjhf3XkuwUsg310AMKRuKAcHo6xcTJxMyyjUE0ncIjz8KsyiQWBRk8iJRzkcutOtan+QCsXyHjxwsRIdiRJRYLyhI7kzWRAqMJRAxYZFSr23DRn13W6XsPAqTy5GiQz5ZMbi0nEcRuy+iI3HBOG1jF04WhWdczpExOpG6h87l6jQGr6xUsYfkGH1TucoTx7cSCWzda67VETXfwcfmPgiiz+RCxHxXlHiICpegrhHGy8F2iKsv4+72k9d7ctjsE6uF3CGhiCJi7J62ycnWwuj4TjbYjKQGHWsvGcmClFH0LKyBu2B+7733BestRcbRrA9kWUYwK9Tn7rynYKsbBxckl6QkAoaim2+6JVbmdr509oBdZ0Ey9q3bN5R6egcOHIzMqzLnGyOpeZ4IQUvyT0jkVDAnDysVrAdCGD1czEuWrbIuEidOpmSPuTlx/EyxziW0LXFz6VKTXtVTiXU8PRLc8hwymni2c4lFZLU7n167TeZrY0hgScLIHLBcL0ytI2Tc74GVzro8nUSmbs1al+aE1VGLQVm1JRGih6xONydPnElyUZuhDHfJGps3bw1RSrJTWuMtiJUc/ly/1t10XMLdb2YyRGoy48hUlHjN8gCWe9x1110F8876vSC/HZt52LxxU8EQrsq5LFy6ML+hNeXaZD98WgkZyVb/J9Ri06bNZb17aPGb8hsii/XsN1p+u1kHg3FTk5UrfWx+YijzHoE0pvJQFEznhZSbs7pVBOYaApUAzrUZq/JeEQT0/+yL4hKHZ2MBQbwo2VZJ56k/ioly1V1gMO7bGHBiBYkbLYoGeepPNxCkStcJCpGCpEAnYilQo41FjtuK1YNl7KjEipxL2SAb3iMgiAzyZmNl0e3Apmgvd6NOHpQTheM6FLNzECYWQhYuZMJ9ED1Kj9XJ91p4UVptu6yWKCERvvOHNJHF/TuXMkIrScN+93VP93N/RM171ya7e/rsOogTZer+/f0t0aRInYdAktvmveOd697w6DIsfba/l3s7b2+KRZODokeYWdyQvpOR1/h9dzZjdo4YNaVcbAi+rGj3dEw7Zy0xN555F0McM09np5OQEBm3bb2uXBd+xt/hbD58t3HjyvLq89o1SUjIOZ/85Kea97//A6EDyWTNmFlRT8ZCaGyLk+BxOP1pZYBLOmARHgqx6uZR/By59u7dl7WDtMpilo3OWizJIJm0IUMeAAZDaJQz8WBiPY6kALj9CimvWZeezekWog/vRCyF5oVl+hm33RqClzUZ693O67aXxI/RyNibH7drcDt2rK1zORMSOR6COp51Oy8xi4qBW7NLQhz1iJ4I8YHF4rRhMx9nY6ET84fkDwy0pY48cMDfb2jzpq1lXqyN+Ukq8TshqzlcuGhh6UIyPwQW+fOANTOTONu4T82P2Du4Kh8jxk8colLPyK7NWh/J+kPmrBnnWOfrQ/Z27NgW8tlalcniIeBMyt8oxL00xbLJbo6cC1Nz5LgLSWgqsmbdubdr+rPPq5AQyS3emxfzuDA1M61BXYCs1yauYUlIdasIzDUEKgGcazNW5b0iCGhKP5hEBf+Q65BhoyQUwtVzdHg4xCU11SSAaJ2FNFFQM0nj5DZEEihwhYCRP9fxx4LVxjRxPw4WBbU0AfbIkXIc7rF//75yjfnzUzg610L0KEgxZZILWCVsarKdPzfM7uC7AAAkeUlEQVSamm7tec51T/dGbNwXIUG6kNft27eX+EAJLRRTSy4T3J/9LBuDaXGHSNjcg0JE6FaESCCaSKA/VkFjWb1mSVF8lCWy5XiK0Rh9NiYbudzLd50SRXQozY7s2o+kkquLH0QsbI41fmNCYJBB9zRWY+mO48Z1T71cL0YO8rh3p6xdRzcOMtjnXN9JwnCN7jgyGB9icuFCAv5TcJkF1rWNnfVQLJz6bwp1m2MEVKeTsbHp5vnP3xqsdzR33HFHweti0oURi3/5l3+JC32wFJ7mxoXTmSRLcCGyCLKgcvu6P1nOnUsP26yn7Zk3MiPgF7PGlqWwtmxT2Cl8DFdrb6BfDUVxcYvK+RtjiRtKLN6RyaMFq8k+vZjbBwJ1+takhMm8JLbu27c7BDAkesP6YNeOB2nXBQXRPn28LbCtlp2HGhZM6+LgyjbRJnbdgg3rHEvkxIV0LMl4/SaMh7VPIoRyLCzjSCpszXkp3Jx17AGEl/RCHpjMNQzMyYXUMnQvG+sdEr1wbGGyd88Hh2XleziePjFSZHCOz9ZJe4+4p/MbgJF4QzjahF5w/8+bWdzMxHo/fz7LbvsgYG34TZhva4Pc3fro1ggcrEHddoxVUW1Z9vCM6Fnbelarw5m1lJ/BjMHVrSIwxxCoBHCOTVgV98ogoJAzRUSJiMtCNhATpKsoobhrEUBlMsSkUXbjUX7zk4lJSSAWit6ePn2yKCQK33eUM4WhREshV3GpLkitN/dZnD6plA4i5I+C1OSeEqG4bWIBb7j+ppL4IeAeiVm24oZiZesIimORQH8UITKDPCAMFJmxuI6tv6/t20tmcUr2+StxTSG35+KyZGFBepCCotByvUL6FnFjtnX2jIklzCsl63otMWndt4iY82GH1CIs5HKsV2TVNTvl79zufMrYdclFuSMFPhsvUui8zkKJ+Im9gx/FD+Oh4dQsjFXn3Mj5ZkmJTaOk22xS57snUkNhkwVG7g1/mLXjkkHdWoXIY74ch/g558iRthtLhldI+oc//OFChiRDHDy0p9megtDqRK5KgoUi4+Zj1erU0FucJItYo6wx9zE+bkwykX912sB1GcfWmLGyKE4l2UFCUetyb1uTcdN25L/gt2ComQiBhP3muKIZ8O741KfixtfmMPFs2bdh08Zm2/YtsT4faQ6UmNK06Qte51PuCPljW+MqXxBrOKJ7Jr2GtemT5e1hZGlImN7GMeSVtb0yMZaHD58tcnowMq/+jAkGsEOwJCaJD5xaMVPWlvHu33ek/EbI63fiHNtEwi1Y1lxncHBbwV5R9cEQt3a+Wgu6tXgux9gW53xr3zaZEA3XHwq2AyF+LL8eIvyRZyYZ7167uffen7UxnN8QQmeDr/J/wjVcuxDPBz5f1qKi2lku2TxYeTD0e0qZqMyXUlH9canXrSIw1xCovYDn2oxVef9bCCAMCMrOm5dHubUWOMoDeTt+7GT2xSKQR3ruQYH3LBehUYWMqG22IDXZWM+QE54pbl5KgBuMwlBShqJRO4+CEWeFrFDYix8hI6xNq1evLe5M39933/2FHEj6oGBdW2wfqx0icvrsoSJzR7zcn6XKZ9ZD90cUKd7OrYrcIGPLUzPNNToi53tEBPGhxHxvQwDdl3IuSjPHLUj2rONd16vxOR5WjuWO9Vl8lnv4I7fzERVE1Tk25yBlSJ5z3bso4GBiLMgGK+btt9/e7EoCg2Pc1zljiVtDxhSaPphEiRtvvLEo5fs//0AhhmQwh649Ggumc8jLPUge10EukFJE0rWMt2Cbz2TpinZ7z4qoLAtCK6bQmoG1fruO4771YCA+rYQMlNZiKSK8ZKjEABr7hchc+g7HZcrKJFZuqHTTaEm6ci1wGk1yA4zcYyprjuydVThcpBSfRnCMxXx2a7WMMUvTOMw5V+fJE7H8xp5F1vmxYJlLdRRZ/5anvuGyFBnX19o6G0tdPiRKRvHylFlBAMUWLo4F07zAqRDsuKdt87IW3RsRujAmrrUNSyA3ix/MrHNksyPrrHCwgLM6kORwDet1VbqLdAROB5WLCbMwpsxkiGvrEkYQ/T58P5zfmd7IruV833PJTmZdeVjg8h9Mcoy+vPCAlcQRY5i/WJmaxWV9dGtB3CJMyef3YMzG5L1x+N6aPBKszFMv/yb4PQoLWZCHDeuZDF6TApJ9fc1/vv/e8m+Dc+tWEZgLCFQCOBdmqcp4xRDoCOCznrcjRWEVZdaloy2zQlEfP85lF0VUgvhlESqJwjIkHjDur+nRKKD+RxRQ2xWAUuNSpmQowlYhtfXolqdnKkLomCXLE8cVMiJukBJrMxzjPkr8kO/VmmNFYvVxPMWnU8PCRW0clWMoKUSHUnLdzoriM2WEDPlDEskxPdVa1RzbkRtEy/1dT+FrShVhcu0cNnuPyanxokgpSkrRMZ1VkgyuoTae85BAytM1d+zYUYiprFafYewejkNuyn1DQH0mP9xgi6SRcV0SSJAvGAi+96osCMIwluMcg+CQh9WvIwWFFMX6Y3yymR2H6MKCgleAm9xk8Nn5YtkQlgvjkxnj8mb7jq1JWGgTMQ4dPlA6rbTkcTLnLCnB/2rujaXtmP7CSEEvyQHGKN5NQgICRiYWqP48JbziFa9ID9xDecA4FHKiKHbaEGadIAonSoHslhizNnL573rwwYINGXUUQVbEZKoriBzJZoZJZjaynywk8LnPeU6zNFmp7/m3fyvj8mAgNrVku8byfCjZuafTZWRJ1iMch4OReZiJW3MocW63fNlNOffdBS8dR8pazzq1zY8lbjL3hZ85RnqtLfgZM5xt5tO8cb3ah8y17+OaTiLGgsFlZW32J8vWg5NC4L1cV8keVjWkrS94wdt9rttxfbm+hxuZtmXek9QDXySeVdU91Vq0nYN3rk320biQETTdVZrc13dksr8QzfxGWnmVgWpJeSGbuaY16fqsxv05zrjFUopbNN9LEgPpejAgk0QZZPR977qrEsAyE/V/cwWBareeKzNV5byiCFDiZ0IMkCZdKygV5I8CYwGMaomCEBuUOMFSlLdVUkPp4EBxOE8QOCtPTBspIdHGsFEc0yGJw7GqUPQsA5SE6yCYFIfYK/dBfJTuUMKD8ud+fvvb3x5y17qDuQbdS49USpE8LXHUr/RUuf709IliEevrkwiRriORC8nRcYQS1amBxQp56IgpK9aqdH4gTyGTsZqw1pETuXVPhFFpFGRVXKSsR8eyjPqLMaf8KVEiG7YkmySTltsSXqwnrkke5NS5iKnPnYL13j0pZrh18k1lPib7UgsuMkzGMsQ1lxrdzcmQKgTQ9ytXt8QRMXTtgZxPkZ+MG5OF0DWNH86FGOYzOR2DPIll895xxjs9LTbzQHG9b922MW7R6wpRcm3uX4WJXUcLQeROljgXp+/mJy5vydKhrKHMceriKYWCJBkby5vji6UwpVGGFi3NuZKKFjbr121oDobcmNuZYIe0mrdVSb64mOvDfnhzYt1iTURiuRzFJUoOYZncsimu3mR9I58I+LbNm5ov+7IvK8f6zp+SLAtWJBlp0ZKQsJFm3579KfFyplmY7iA6qygb9P99w9eHYCbzdTDrMTIcO5pONiF25qsv5K9val7ul/ucHcm144JN5rB95tq8dVZnWLXhCelSEpLttyGJQp1BDxrn49p33mDWmPPE5M3LOQnUy9y3ZZiQcVnB1sj5lHs5maQr+CyKnN1aidk0a+xsWQcIprhL8zwVctif325frjkQfPX2HhJH2JeY0TJnWi/a3z6Qkbdz55pHRdsX5TdINr/N8qCUf3X85mRPw2Q6D4Iy7cniOIRSmZyLWct1qwjMNQQqAZxrM/Y0kVc7Nm2TfuRHfqT5rd/6rTIq5OgNb3hD8453vKMQha//+q9v/uAP/qCQo27Y3Kevec1rmg9+8IPFivPd3/3dza/8yq8UEtAd83he/WOuw0IhLMxe2Vi6kAZKamq6dS0hCOquKfNAmQ0tackR69iC+QuKokD0KBgKlyKiGJQHoQQRpHNnUz8tPX337NnVxvSlvMeqlW3WLBKC+BSLVKlWwjqiuLFkksGifD772c8127dvj8KbnwzhXUXh6mvL+sZqIl5r4UJZxK0Sdb5rUrBjo9qBITl6zspyFHd4tIyTtbKzhMHevunpNojeOfb7viNNHXFDlilARIw7UQKJ8bModRhyxRWym2Mcz9rlmt31vLchgfB2jFdKuRCtXL977WnRlQ1RZ6UxNqRDUsNgsFezbiIkwfcb8l13HdjEPFeuQzZEgtytBTDWt7ieyV+IVqxkrj0SiyIrrLZ7a1NHT10+3yNfp0+HdKeu3dhY3LkpsQJnhYz7Fs1v1sSlb0O0ZYIvGGgLVJPTnMHl4MHDhbRLLInnNfP2+TJeJG10Sk27dP7I9ZBAZJJbd/euvbFGw7qXpJy4WLdtKeEGxnPdttuavXt3N/fdfU9z7733Zl4PN898xq1l/NfvvKE5tMg8jzYPPpji0CG885Lhu3TJqqzFvuZAYv1W3dCud5nI+/bsbvandd1grHKSgowXaR0v6yIxmSE+U0rlhBD2QoA82MAZPn5L5socdoQfyYphNN8l7jPHw2XRwuGyX1KJsjseTFjOdNmwfpBc11CoGgbnQrCROD23T50/2/QnJIHVz720HZwXy7mC6q2VsZdj23CDBbEOL0xCie89PJzOPMPL+nD9ULrU92vrR1oPHgACTnlQ8XDgd4cYer8iFlMWSmuQZf7CTGp5RlZxnR7kbMYmCaZuFYG5hkAlgHNtxp4G8n7yk59s/viP/7jEe106nNe//vUlk/Kd73xnUdKve93rmle+8pXNRz7ykXKYf5Bf/vKXl6K+H/3oR4u15ru+67sKSfrlX/7lSy912fdigzzlK9GxOoV8ZeqyrlAIYsX8Iz8SMjiTvqyURld8l3vYZ6UyFkfJUObaYjm+uIz6KLCV6SHK7SQG6WQUm+SJuIBXzC+WjRtvvLm4SVnVtGKjBD/+8Y/npa1DhzSQrSjTKO7OKsOSti59bp///OeXGoC7d+9u/uWf312IFfKJvFJmCA6CxZqyPj2KEbgLE6wfrfXqYnr/Ohb5o0xlN1LmNqTOuS3JCoHKhrT5zrHFTZZX10QI3WNvSrUgV5Ss/cWKk7lqcWszLFlTXIc7z707S6Zruqf7+w4BnAyW50MMjeVCkiEc0xciQaYlSHW+g41j3Q9xMH6YrU/9w0984uORbXWRj9w6brjWcEie+7CktuNOOZHEebZzLmZyeeZzONaq1toGb+5X84nsLV++MpZQiQ8Xmo995NO5Rh4IQtRZ/wbSd5bleCZEyVitk/PnUoMubnDJHVzNrH5eR2PBKnGEkXvxysVlHsg3HkvZyP6DpdwL7OC1NtbfUKSS6EBOpBWh8tBx7vR0avEdLe3bFkU+17AGS426sYeLRU8Iw6mR1HPMPS+E0I2kLzVSuGDlYNbgzhSqPlkIsKLVrNFczH4Pxm7dTuTYcSQ9IRH9kX95LIl989vYzEBbzkWMzCGZX/SiFxXM1D6UjKHfbrhgs3Xb5vS6RmRZW+M+RgKzRroErLDDck9E2To4cvhIClonuSffI8ahmMGx7fyC2JlHJWx0X0ECrb1FqdMkFtA9Fua9OR6NJfVMXN/kMw/WjOvbh+TpcW0NwZY8yBz3cenmkmPFJ9rnc04pm2M8ECK/rleumbHXrSIw1xCoBHCuzdgclxdReNWrXtX8yZ/8SfOLv/iLs6OhxP/sz/6s+cu//MvmxS9+cfn+bW97W3FpIUeK7L7nPe8plo73ve99xSrICvYLv/ALzRvf+MbmTW96U1FAsxe8zBsuTJaf6eGZxKttKS6/T93xX4VEUBYU/sKFaTGVJBCKg5LQO3TegolC+pA0Afh4U0sqWsvgdBQoZfTQQ7uLQkZMtP6i/M+ebcuziKOjgJTIoLDdb/v2HcXaw/pAGYs7knXs85l0cUDquImRi4cf3t989KMfL6RMrFdpSRYrSuciRkzEmrEiTqS7AcXmWjKfdS9Yvz7uv8RgkYFSc482IL8lYeSh9IyDcrPf5jub/a4JAyRFxqtjfG6Vegroxtrj+o5FDJBNBAWOXZC8fY6xIWo++0tgWnMxuM3P8Z2lxnwM9hYWorcgyh3msFUSZseOHYUQiQtEEpEX1jqykQfJ4+6GE+WvFA6Z+kPWxTa61mAyRcXWOYcMxt0p/sHUdNyzZ0/WyVQyZG9rbrttW4iS3rIrQpbWNMfP3VOSd9bEdTuakihcqAcPJqllTcq05LoPP/xwc/BA+u+GQCJF7mHc4ko9iJDBnCFuo+nQglzDCp4eLEo7tJSqGQ15mwiRF1unJZrzuD+tATX8FKE+duRo1lvmPZbnTZu3lzEg/AsG0p2DPWymv8g1uG64TSBJaEJfzlVjcCJkx309rCCoumBY320NyVhk47oVFjA42PbAhqN7ORau1gCCD0cE0NQuW64OY6zaiz1EtYkpyLsM+unpRZFlVeTfGCvf8mZDMqI9HLA83vqMec1n7vhcPqcwdTAcKNbrWOZjpeZKRvTEL7I0sjKSvdcbyjpKbGTuezE3NxaPNcVSm/mGOfLWkbbx/P7NcUsmZ8oatK+dm/Z7a5u8kkDa37rs9jZMwtpybH/W3UwvVsS6VQTmGAKVAM6xCZvr4v7QD/1QseJ93dd93aMI4B133FGUt++7TZapLM6PfexjhQB6ve222x7lEuYm5hJWo03D+stt/rG3sQaxPlCw41EoUyFu99//QFFSLEnIUyF8CbX3jzxlzArYv2gg56YIcuKwluT11OkzUapcmKlpFuKBWLrWqVOxYCRb8EIsEDofjCWeaUFqCyrFcs/du0NYzjbbtmyPcpHVuCC12vY3d8eVNxprB8vLcCxRrtPXNxWSkUzPEJ3JuEAPHYzLMjKzBIk74ibbtHlTRhSFHRdxS3hGy+fhjOPihELTbXcNySZKk6xZnczgKFDko6tlxpJFeRblF3cWOffvP1CI54LIJ/aJu1O5C/Kyfk7EwqklmELZyMjiWJB01Yi2LMfAmYLlup0KqXBNrmgFhkdTXw0mnfXRWHtIYLDekLg5MXpiuRaGqPbnHMkLCN5YrGTbd+6IPCmjclJiwaJm08bNkWsgpUcOxkV7snwW33n06PFC5gTvu745GogVyT0VbBbTxq0+GHJw9Fhb8FnrsDXrYvHLfI9diFs5WC+cGWxuv+2ZkTkWuljEmnXzsgbjao5V7NjRJCgs6DV33nln5jKJIecSGpD6ksdPnI6bOG7IxJQhNItWI8QBJERh5cpVIU6LModpYbZd+7027pTbNwFrcf2qU+fBIzUBh3NsrGBCEjwUXBhPC7/E1onV/MAHPhQLb2oWph5gDG3FUmYcvZkTzbrV64PheMZ1IpmsJ5JIlPlKbJ25GMrat+9Tn0z7upx4U0oGDWc+hyKTTOtzcT176DHHyN1k3LXnQi4v5vzphD7097cdaaxdVkDja93AyX7P/LPwxcFb4iGR1/Ek2Bw/IdFic6nttyrZyG3/3JRTyto5dOhwIex74qpWvgiRdr++EPR588bLWr/1+c/J+NJa7tTptHY7XYpc69M9KCwj+FiDrHkLggviN5H5Hsp8a5Mn+9pams5abC3K8PNbzOeQcf8kTGVteghpx+P7NjFqIPGJflNiCm0suPNidTReWCLu07kAkmjr/n0pH+r/KgJPcQRqFvBTfIKeTuKJ7fulX/qldFD4ZLEEfc3XfE3DiicGkOXv1a9+9ew/pN24uTu/9mu/tvnVX/3V5gd+4AeKNeXf/u3fut3FSoWwvetd72pe9rKXzX7fvfEPc/ePs+9YgcTO1a0iUBGoCFxpBHbt2pV+4Tuv9GXr9SoCTwgC1QL4hMBaL/qFCHB7Svh473vfW8jfF+5/oj5LEHnzm9/8qMu/9rWvLcklZOrckY864Cn6gctTckmV+8mZoLmKN3TmquxzVW4hLLwVJfHoyVme9S4Vgf82ApUA/rchrBd4PAhw8YoPevaznz17ONfKf/zHfzS/93u/17DqcccKbhev1W0yVrUAs3n9r//6r25XebXf1h1TPlzyP5nGP/ZjP3bJN23mqexi5G8uEcBuEFXuDokn53Wu4g2duSr7XJVbCEXdKgJzBYG6WufKTM1xOV/ykpeUWmWf/exnm+7vuc99bkkI8dl7geTvf//7Z0f6wAMPlB6tL3zhC8t3XtU7QyS7jUWRsvhibl2B6Z0y6V67pIbuGvW1IlARqAhUBCoC1xoC1QJ4rc34VRqvLFM9Ri/dxO4pJdJ9/33f933FWseNgqz98A//cIP0yQC2vfSlLy1E7zu/8zubX/u1XysZtD/zMz/TSCyppO5SZOv7ikBFoCJQEagIfGkEKgH80vjUvU8iAr/5m79ZslC/5Vu+pSRudIWgOxFk9/3zP/9zyfpFDBFIhaDf8pa3dIc8rldk8ed//ufnHGmscj+u6b1iB81VvAEwV2Wvcl+x5VsvVBG4LAI1C/iyENUDKgIVgYpARaAiUBGoCDy9EKgxgE+v+ayjqQhUBCoCFYGKQEWgInBZBCoBvCxE9YCKQEWgIlARqAhUBCoCTy8EKgF8es1nHU1FoCJQEagIVAQqAhWByyJQCeBlIaoHVAQqAhWBikBFoCJQEXh6IVAJ4NNrPutoLoPA7//+7zfbt28v3Uhe8IIX/F+FpS9z+hO++01velPpXztv3rzZVz2Ru03vUmVvlM8ZHh5uZEx3xbC7Y56sV0W8X/GKVzQbN24ssv7DP/zDo26tL+rP/dzPNRs2bCi9lPV5fvDBBx91zKlTp0otSGV/FABXCkjP1ydyu5zc3/M93zOLfTcP3/AN3/Aoka6G3LraPO95z2uUVFq7dm3zTd/0TY1amZduj2d97Nu3r/TjHkp/adf5iZ/4idKz+dLrXMn3j0dubSE7rLvXH/zBH3yUGE+23H/4h3/Y3H777bN1RFUeePe73z0r01MR61nh6puKwONAoBLAxwFSPeTpgcBf//VflzqDSsB8+tOfbp75zGc2Ss1cWlj6qTDSZzzjGc3hw4dn/z784Q/PivX617+++ad/+qfmne98Z/Pv//7vzaFDh5pXvvKVs/ufzDejo6MFQ6T6sTa1Gn/nd36n+aM/+qPmE5/4RCnbA2+Ks9te9apXNffcc09pEajED3Km5/MTuV1ObvdG+C6dg7/6q796lEhXQ27zjfx//OMfL3hNTk6W2pjG022XWx+677z85S8vXXc++tGPNn/+53/evP3tby9EvbvGlX59PHK75/d///c/CnPrp9uuhtybN29u3vrWtza6GH3qU59qXvziFzff+I3fWNYruZ6KWHd41deKwONCIE/pdasIXBMIPP/5z+9Fgc6ONUqlF+tVLxaK2e+u9puQ016I6WOKkTZ5vXRL6YX8ze6/7777evmh9z72sY/Nfnc13pDh7//+72dvPTMz00t7vt6v//qvz35H/tR564VMle/uvffeIvsnP/nJ2WNiYenFAtQ7ePDg7HdP5JsvlNu9UluyF0X/RW/7VJCbcHlwKfiFYBVZH8/6eNe73tVLu7LekSNHZscXS1cvFtjexMTE7HdP5JsvlNu9vvqrv7qXXuFf9LZPBbkJt2LFit6f/umf9uYK1l8U0LqjIhAEqgXwcdHketBcR0CfYU/y3JDdpm+nzyFP3VdPiVduUm7VnTt3Fvco15eN/Kw+l46Be1gT+qfaGPbs2VM6tVwq67Jlyxpu905Wr9y+2gB2m+PNC4vh1dw+9KEPFffoTTfdVAqPnzx5clacp4rcZ8+eLTLpnGN7POuD7Lfddluzbt26co7/scqeO3du1rI1u+MJevOFcne3+Yu/+Itm9erVpTOQHt5jY2PdrrJmrqbcLJDveMc7GtZWruC5gvUsgPVNReAxEKidQB4DlPrV0w+BEydONP4Rv1TxGaXP999//1NmwAgSlxziwQX55je/ufnKr/zK5u677y6EasGCBYU0XSqwMcSic+lXV/19J89j4d3t8yoG7dKtv7+/QWi6Yy7d92S95/7lVt+xY0eza9eu5qd/+qebl73sZYWE6EbzVJA7FtbmR3/0R5sXvehFs60UyXW59eGYx5oT2D4ZmD+W3O79Hd/xHc22bdvKg8+dd97ZvPGNbyzxjX/3d39nd5Htasit9zjCJ2xBzG2s3KUdpf7lT3WsC3D1fxWBL4FAJYBfApy6qyLwZCOAaHSbAHSEkGL8m7/5m5JI0e2rr08cAt/2bd82e3FWJ/Nw3XXXNayCL3nJS2b3Xc03YgE9FFwaH3o15Xm89/5icl8a9wlziUOwRsBhf7U2D2LIHqvl3/7t35bWk2Ia61YReDogUF3AT4dZrGO4LAJcS6w3X5gx63Ni1S57/tU6gIv0xhtvbB566KEiJ1d24o8eJc5TcQwdpl8Kb8d8YQLO1NRUI8O2O/9RA71KH7jirR9zYLvacr/uda8rPbE/+MEPNhIVuo1cl1sfjnmsOenG1V3riXj9YnI/1r08+NguxfxqyM3Kd/311zfPec5zGtnMEsd++7d/+3H9Fq8m1o+Faf2uIvCFCFQC+IWI1M9PSwT8Q+4f8fe///2z4+OO8pmL56m6KYnCCsIiQv4kgTxqDMqAiBF8qo2B+5QCvBRvcWZi+zpZvSKz4qm67QMf+EBjXjoC0H1/NV8PHDjQiAE0B7arJXdithskihsSTjC+dHs864Ps3JqXEu/3vve9pdTJLbfccunlrtj7y8n9WDdidbNdivmTLfdjyWVtJlnmcf0WrwbWjyVz/a4i8EURqKkwFYFrBYEEcZcs1MTY9WRyxu3Ui4XtURmRVxuLN7zhDb24GntJouh95CMf6SUpohfrU8n4JFtqo/WS9NELAeilNEUvSqb8XQ25z58/3/vMZz5T/vIPTO83fuM3yvuHH364iJMSGgXff/zHf+wlrqtk1oa09MbHx2fFTbxd71nPelYvxLAXd2bvhhtu6H37t3/77P4n4s2Xktu+H//xHy9Z1ebgfe97X+/Zz352kStxYLPiXA25X/Oa1/SSSFPWR+JDe91fkiVm5brc+oiFtXfrrbf2XvrSl/ZCsnr/+q//2luzZk0vSRez17jSby4nd6x8vbe85S1lPcPceonVtfdVX/VVs6JcDbl/8id/sifDmkzWr88y1N/znvcUuZ6KWM8CVt9UBB4HAs3jOKYeUhF42iDwu7/7u4VAxSLYUxYmNdWeUmP71m/91l6sHj3ybdq0qeczBdltyNNrX/vaUo4ihXx73/zN31yIQLf/yXyNC7KUIUH+Lv1TRsUWa0nvZ3/2Z3sJ3i/EOzFdvVgsy77uf7GsFcKXAPtSiuTVr351Dwl7IrcvJTcyhRwhRUruJP6yl/p0/9dDwtWQ+1KML33/tre9bRaux7M+9u7d20usaW/RokXl4cJDR7LLZ69xpd9cKuul7zu5Y8EuZC/JP2WdxOXaS3HqXuLuHiXKky33937v95b591u0HqzfjvwR7KmI9aMAqx8qApdBYJ79+VHWrSJQEagIVAQqAhWBikBF4BpBoMYAXiMTXYdZEagIVAQqAhWBikBFoEOgEsAOifpaEagIVAQqAhWBikBF4BpBoBLAa2Si6zArAhWBikBFoCJQEagIdAhUAtghUV8rAhWBikBFoCJQEagIXCMIVAJ4jUx0HWZFoCJQEagIVAQqAhWBDoFKADsk6mtFoCJQEagIVAQqAhWBawSBSgCvkYmuw6wIVAQqAhWBikBFoCLQIVAJYIdEfa0IVAQqAhWBikBFoCJwjSBQCeA1MtF1mBWBikBFoCJQEagIVAQ6BCoB7JCorxWBikBFoCJQEagIVASuEQQqAbxGJroOsyJQEagIVAQqAhWBikCHQCWAHRL1tSJQEagIVAQqAhWBisA1gkAlgNfIRNdhVgQqAhWBikBFoCJQEegQqASwQ6K+VgQqAhWBikBFoCJQEbhGEKgE8BqZ6DrMikBFoCJQEagIVAQqAh0ClQB2SNTXikBFoCJQEagIVAQqAtcIApUAXiMTXYdZEagIVAQqAhWBikBFoEOgEsAOifpaEagIVAQqAhWBikBF4BpBoBLAa2Si6zArAhWBikBFoCJQEagIdAhUAtghUV8rAhWBikBFoCJQEagIXCMIVAJ4jUx0HWZFoCJQEagIVAQqAhWBDoFKADsk6mtFoCJQEagIVAQqAhWBawSBSgCvkYmuw6wIVAQqAhWBikBFoCLQIVAJYIdEfa0IVAQqAhWBikBFoCJwjSBQCeA1MtF1mBWBikBFoCJQEagIVAQ6BCoB7JCorxWBikBFoCJQEagIVASuEQQqAbxGJroOsyJQEagIVAQqAhWBikCHQCWAHRL1tSJQEagIVAQqAhWBisA1gkAlgNfIRNdhVgQqAhWBikBFoCJQEegQqASwQ6K+VgQqAhWBikBFoCJQEbhGEKgE8BqZ6DrMikBFoCJQEagIVAQqAh0C/xtmiCHvHLqO6QAAAABJRU5ErkJggg==\" width=\"640\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x11ce394e0>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%matplotlib notebook\n",
    "# la ligne précédente permet d'afficher les figures directement dans votre notebook et de pouvoir interagir avec\n",
    "\n",
    "from skimage import io # on charge le module permettant d'ouvrir des images\n",
    "import matplotlib.pyplot as plt # gestion des figures\n",
    "\n",
    "im = io.imread('talvi.jpg')\n",
    "plt.imshow(im)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- Les images sont manipulées sous forme de tableau à 2 (niveaux de gris) ou 3 dimensions (couleur). Le type python utilisé pour représenter ces tableaux est `ndarray` de la librairie numpy."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "type de données utilisé: <class 'numpy.ndarray'>\n",
      "nombre de dimensions de l'image: 3\n",
      "dimensions: (400, 300, 3)\n"
     ]
    }
   ],
   "source": [
    "print(\"type de données utilisé:\", type(im))\n",
    "print(\"nombre de dimensions de l'image:\",im.ndim)\n",
    "print(\"dimensions:\", im.shape)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Question 1:** Expliquez les dimensions affichée pour l'image d'exemple."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Réponse 1:**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Question 2:** Le code suivant transforme l'image d'origine en niveau de gris. Modifiez le afin d'afficher les dimensions de la nouvelle image. Cela correspond-t-il à ce que vous attendez ? Y a-t-il une différence entre les deux méthodes utilisées ? (si oui) pourquoi ?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Réponse 2:**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "scrolled": false
   },
   "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",