{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Selection of a calibrant\n",
    "\n",
    "In this tutorial we will see how to select a calibrant for a given experimental setup.\n",
    "\n",
    "## Experimental setup\n",
    "\n",
    "The experimental setup is a classical protein crystallography setup with:\n",
    "\n",
    " * Large Pilatus 6M detector on a translation table\n",
    " * The small and intense beam of ~50 microns in size has a wavelength of 1 Angstrom\n",
    " * The detector is in *normal* condition: orthogonal to the beam and centered in the middle of the detector.\n",
    "\n",
    "The scientist in charge of this beamline want to ensure all encoders are working properly and needs to validate the setup for distances between 10cm and 80cm. \n",
    "He will buy reference material from NIST but he does not know which calibrant is best suited for his setup. \n",
    "We will assume all reference material sold by NIST are equally suitable for ray position (no issue with grain size, ...).\n",
    "\n",
    "The calibration works best in pyFAI if more than one Debye-Scherrer ring is seen on the detector.\n",
    "\n",
    "## Define the detector"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/mntdirect/_scisoft/users/jupyter/jupy35/lib/python3.5/site-packages/h5py/__init__.py:36: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.\n",
      "  from ._conv import register_converters as _register_converters\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "PyFAI version0.15.0-beta1\n",
      "Detector Pilatus 6M\t PixelSize= 1.720e-04, 1.720e-04 m\n"
     ]
    }
   ],
   "source": [
    "import time\n",
    "start_time = time.time()\n",
    "import pyFAI\n",
    "print(\"PyFAI version\" + pyFAI.version)\n",
    "dete = pyFAI.detectors.Pilatus6M()\n",
    "print(dete)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Select reference materials\n",
    "\n",
    "The NIST sells different [Standard Refrence Materials](http://www.nist.gov/mml/mmsd/upload/852_08_81b.pdf), among them \n",
    "Silicon (SRM640), Lanthanum hexaboride (SRM660),  Alumina (SRM676) and Ceria (SRM674) are commonly used. \n",
    "Many other exists: Cr203, TiO2, Zn0, SiO2, ... Evaluating them is left as an exercise.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calibrants available: Si, TiO2, Cr2O3, CuO, C14H30O, NaCl, Si_SRM640c, CrOx, ZnO, LaB6_SRM660b, PBBA, CeO2, LaB6_SRM660c, Au, LaB6_SRM660a, Si_SRM640b, quartz, Si_SRM640e, Si_SRM640, Ni, AgBh, alpha_Al2O3, Al, LaB6, mock, Si_SRM640a, cristobaltite, Si_SRM640d\n"
     ]
    }
   ],
   "source": [
    "import pyFAI.calibrant\n",
    "print(pyFAI.calibrant.ALL_CALIBRANTS)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You may wonder where the names of the calibrant came from and how they have been established. \n",
    "\n",
    "The name of all calibrant available in your version of pyFAI can be listed by just printing out the content of ALL_CALIBRANTS. New calibrant may have been added in pyFAI in more recent releases, just have a look at the [developent web page](https://github.com/silx-kit/pyFAI/tree/master/pyFAI/resources/calibration).\n",
    "\n",
    "Most of those calibrant files, which contain the *d-spacing* in Angstrom between Miller plans, have been prepared from the unit cell of the compount, found in publication. This publication is referenced in the header of the file.\n",
    "If one wishes to regenerate those files, the *pyFAI.calibrant.Cell* class may be used for.\n",
    "\n",
    "We will now focus on a subset of calibrant, instanciate them and put them into a dictionnary. The Python construct used here is called *dict-comprehension* and allows the creation and population of a dictionnary in a single line."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'Si': Si Calibrant , 'CeO2': CeO2 Calibrant , 'alpha_Al2O3': alpha_Al2O3 Calibrant , 'LaB6': LaB6 Calibrant }\n"
     ]
    }
   ],
   "source": [
    "cals = dict((name,pyFAI.calibrant.ALL_CALIBRANTS(name)) for name in (\"Si\", \"LaB6\", \"CeO2\", \"alpha_Al2O3\"))\n",
    "print(cals)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To be able to use those calibrants, one needs to define the wavelength used, here 1 Angstrom.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'Si': Si Calibrant at wavelength 1e-10, 'CeO2': CeO2 Calibrant at wavelength 1e-10, 'alpha_Al2O3': alpha_Al2O3 Calibrant at wavelength 1e-10, 'LaB6': LaB6 Calibrant at wavelength 1e-10}\n"
     ]
    }
   ],
   "source": [
    "wl = 1e-10\n",
    "for cal in cals.values():\n",
    "    cal.wavelength = wl\n",
    "print(cals)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Short distance images\n",
    "\n",
    "The shortest the detector can come to the sample is about 10cm (to leave space for the beamstop).\n",
    "We will generate images of diffraction at this distance. \n",
    "\n",
    "For the display of images we will use *matplotlib* inlined and some utilities from pyFAI to display images."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Detector center at 0.21732217, 0.21181805\n",
      "Detector Pilatus 6M\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "SampleDetDist= 1.000000e-01m\tPONI= 2.173222e-01, 2.118181e-01m\trot1=0.000000  rot2= 0.000000  rot3= 0.000000 rad\n",
      "DirectBeamDist= 100.000mm\tCenter: x=1231.500, y=1263.501 pix\tTilt=0.000 deg  tiltPlanRotation= 0.000 deg\n"
     ]
    }
   ],
   "source": [
    "p1, p2, p3 = dete.calc_cartesian_positions()\n",
    "poni1 = p1.mean()\n",
    "poni2 = p2.mean()\n",
    "print(\"Detector center at %s, %s\"%(poni1, poni2))\n",
    "ai_short = pyFAI.AzimuthalIntegrator(dist=0.1, poni1=poni1, poni2=poni2,detector=dete)\n",
    "print(ai_short)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    }
   ],
   "source": [
    "%pylab nbagg\n",
    "from pyFAI.gui import jupyter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "/* 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",
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       "        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",
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       "        event['data'] = 'scroll'\n",
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       "            event.step = 1;\n",
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       "        mouse_event_fn(event);\n",
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       "\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",
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       "        // 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 overriden (by mpl) onmessage function.\n",
       "        ws.onmessage(msg['content']['data'])\n",
       "    });\n",
       "    return ws;\n",
       "}\n",
       "\n",
       "mpl.mpl_figure_comm = function(comm, msg) {\n",
       "    // This is the function which gets called when the mpl process\n",
       "    // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
       "\n",
       "    var id = msg.content.data.id;\n",
       "    // Get hold of the div created by the display call when the Comm\n",
       "    // socket was opened in Python.\n",
       "    var element = $(\"#\" + id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm)\n",
       "\n",
       "    function ondownload(figure, format) {\n",
       "        window.open(figure.imageObj.src);\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy,\n",
       "                           ondownload,\n",
       "                           element.get(0));\n",
       "\n",
       "    // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
       "    // web socket which is closed, not our websocket->open comm proxy.\n",
       "    ws_proxy.onopen();\n",
       "\n",
       "    fig.parent_element = element.get(0);\n",
       "    fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
       "    if (!fig.cell_info) {\n",
       "        console.error(\"Failed to find cell for figure\", id, fig);\n",
       "        return;\n",
       "    }\n",
       "\n",
       "    var output_index = fig.cell_info[2]\n",
       "    var cell = fig.cell_info[0];\n",
       "\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
       "    var width = fig.canvas.width/mpl.ratio\n",
       "    fig.root.unbind('remove')\n",
       "\n",
       "    // Update the output cell to use the data from the current canvas.\n",
       "    fig.push_to_output();\n",
       "    var dataURL = fig.canvas.toDataURL();\n",
       "    // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
       "    // the notebook keyboard shortcuts fail.\n",
       "    IPython.keyboard_manager.enable()\n",
       "    $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
       "    fig.close_ws(fig, msg);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.close_ws = function(fig, msg){\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width/mpl.ratio\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message(\"ack\", {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () { fig.push_to_output() }, 1000);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\n",
       "    for(var toolbar_ind in mpl.toolbar_items){\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) { continue; };\n",
       "\n",
       "        var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
       "    var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
       "    button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
       "    button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
       "    buttongrp.append(button);\n",
       "    var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
       "    titlebar.prepend(buttongrp);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(el){\n",
       "    var fig = this\n",
       "    el.on(\"remove\", function(){\n",
       "\tfig.close_ws(fig, {});\n",
       "    });\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(el){\n",
       "    // this is important to make the div 'focusable\n",
       "    el.attr('tabindex', 0)\n",
       "    // reach out to IPython and tell the keyboard manager to turn it's self\n",
       "    // off when our div gets focus\n",
       "\n",
       "    // location in version 3\n",
       "    if (IPython.notebook.keyboard_manager) {\n",
       "        IPython.notebook.keyboard_manager.register_events(el);\n",
       "    }\n",
       "    else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager)\n",
       "        manager = IPython.keyboard_manager;\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which == 13) {\n",
       "        this.canvas_div.blur();\n",
       "        event.shiftKey = false;\n",
       "        // Send a \"J\" for go to next cell\n",
       "        event.which = 74;\n",
       "        event.keyCode = 74;\n",
       "        manager.command_mode();\n",
       "        manager.handle_keydown(event);\n",
       "    }\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.find_output_cell = function(html_output) {\n",
       "    // Return the cell and output element which can be found *uniquely* in the notebook.\n",
       "    // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
       "    // IPython event is triggered only after the cells have been serialised, which for\n",
       "    // our purposes (turning an active figure into a static one), is too late.\n",
       "    var cells = IPython.notebook.get_cells();\n",
       "    var ncells = cells.length;\n",
       "    for (var i=0; i<ncells; i++) {\n",
       "        var cell = cells[i];\n",
       "        if (cell.cell_type === 'code'){\n",
       "            for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
       "                var data = cell.output_area.outputs[j];\n",
       "                if (data.data) {\n",
       "                    // IPython >= 3 moved mimebundle to data attribute of output\n",
       "                    data = data.data;\n",
       "                }\n",
       "                if (data['text/html'] == html_output) {\n",
       "                    return [cell, data, j];\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "// Register the function which deals with the matplotlib target/channel.\n",
       "// The kernel may be null if the page has been refreshed.\n",
       "if (IPython.notebook.kernel != null) {\n",
       "    IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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3VM5wwPubGwCe9QgSlYUeVIWh1XMoEvY0I8aQNFJ8APurHF+89L3pobnObu+z/JhvGUhMIRSIGd6KW7k2/pS6/W02qa0170/cnJvR/WQGvpmDhVTs03MgWLFXUcFCc5/fH2gOfiv3jVQhGs5qqfqTnm39KU3nDeRKycdegmAopEzQyiLh3E4W2GuT4uurVHORlvftw4qDOmhb1HHPJphxYqrIkryqr+kCgnTANLR/tw4u+VQhk0ZciqbHstS5MJwy0JgCKVAjvSS3Tm3TXau55zb1hSaU9pV1r39hn08uK30p6mHbNlyHRw+sPf2YZW4TWULKqvrwgwoe8/7vARlg3s5uu0mej9GAwzNOOnW50BunHToJQCKRo4MoZQVSWdfaEJptOw2P+ug7AGFWuVcXSftcDg7h0WSg0r1gjMxRz0v13GkNNJ273WVjubg3stCYAilQA70UrzFqF7mrFFpbL2MXT7aP8Kft1nHPJ9lzZDsrhF7u0Ozjnr7Kyrqtz3Wq2hJalVpWEmTiwoS6CUAikYODKFsH7zRLF5+Sm0Dg8jMVJiOuVnmHDWI2v/+IdlcE+HsVdQAMtsb4o66eU20wyCo31oSrV7Jh2OStsAQSoEc6CV772r93tOIc96g3zxPQWKb02VzzFW/cT7nYkBadb0kzcdRcwlsjro9mJOvYHKje9TmpCfNoshXJh16CYCikQNDKJ0Hrhn5T3IKwkZFuwyieCm7KmtWis10wIbkNV3Gng9jDtLS68QwIszrxAzgKMM5dJ20PfjkvffozvSkYFk+jJg0BIZQCrRRL4UDp2bLht05t2fYkrJz0RLadjsqUb1py5ibeig/QQVIPsTu7Jp6ypZRz+v1Hy15TxrcmNS+YhsYqfvZ2xrEgl4CoGgU3EG398tFnXPzIdtew8KeMY865mPVRXsJM7Llh1CSZxMMyiux62ZIXquTUW/D+zbaTaJT3pWTnq8+xf0KDKEUaJNeilc17co5N3pUo3MY7EHidsiY+20AACAASURBVFWOxO9NVaWT5JiHAn9wzCExibdpRQPKpqOuqgHzYJNF56fY+tKj84rqzZiou9WhbU469BIARaPADnpy325iv3nIAWjPe3U6+0OZiqRMKBxziPUaijjqSZUXZqaivRUj8ffc8B4ttAMAQygF2qCX4j3YSc65dY1axDmvl4lrt0Niq94y+4dVj7k5gBQZc0hzYg/MNrrGwrZO+wNWSZUvjZx0de8nOentaweBXgKgaBTUQW88kCofJbSNMxX5LFGG5Feaa5HIV6aicQtKvnpy9yMwhFKgxXrJ3lMbdc4Td5xH1qjZnPP2X9tBptBcmWYOIo3OOoFjDtm7JNs+apZKdOCpaau17/6w25Q2J932DDADe0nl7u1x0qGXACgaBXTQ7dHORv2t7XJKbJkKcyL3sJzjPnERJYSQXYq9pLBPXLReY+3PVMQdhHrD44rrGMAQSoGWO+jNDISr55yb2bPEQVNtebY3V85u9ge3f04L5OBIfB6Jbc5BPoLJ9Vf0qnt6N8+C/AyOg14CoGgUzEEPGxv1+oXa/5APVtXYsptWx/xADMmCtF7iwaCoox5vn2hH4Kp+cC2apSimkw5DKAVaqJfsmXNlWJuZ8+Ss2VBsjVpeKrhsz4Von/mgvALHHJKx2B31aAXHiJzPgV2UXPEVv7eH6lbT1HuWtPaZAL0EQNEokINuH+Zhy8DFSwlb9R7Dzoetz9waKUYpO2TfYpS+WzJltv70eBCrVe81Pp0+WgGTj2FaexEYQinQIr20/7J2lWXLl3Men3kSLWdPCtghSAzJVsLObzSBYSt7b0/QqDknPVods79y9yw/D/QSAEWjIA76Lp3zlg+DsysdW585MhWQbMWeqbD1p7fXOI/30R8MJx2GUAq0QC81Lmtv7JwP1i2BbU8pazhr7naftJaz97sz7HafjASJ835vQQ6OlELB5EbXaXuy6fZd7/YWlvrl7jYnvbXl7tBLABSNAjjojZ1z+6T2FhtEfsm9KttKLmdvV0885HBJuNUiqezdLG9tvaEediZsgx6L56TDEEqBjPVSvNVCZcF345yrbRzRrFr7rtdw+5epi8yseT62O0Ag9u02ZjbdqqNaWvEVtz+jmXRzr/tunPRKeaKFrZjQSwAUjZw76PWnP7d3GJz53oJMha2cvX0RYAgkOaNmlr2b12lrs371h8e1v1x4twJDKAUy1EvB9WbOQWh6IFwTE55bPzuhcdYcQWJIfqV+MLn92fTGs49smxp2MzjO+5ks70noJQCKRo4d9HB5kW3qc/sM91IsUzEkryWWs7enzxcCMSWeXYuWvduv2VYHuwIn3baVoT1lw7sRGEIpkJFesq9SijrnidmwiHOusmjKOW/PYNKggsvsNTf7eQfcWZ3ZRzk7JL8SrkaU3VN6ho+ZTVe96a29luNVN6aTHtvYkOCkd3eNx5z01qxghF4CoGjk1EG3O+fKYDed89aWEtojvWY2MhzpRaYCkicJX7+2bHp4im4rr99wKWEz93w+HQ0YQimQgV7ap3OesHapfVtD4ttCohPa1b3cvq0NEMhuJc/Xdf0tJElrFfPhpEMvAVA0cuig1zfUbdm0Vj2cVRmhmpBt9pqrrHmtcg6ZCkjOJZypqFXOhbLpKlOhNw20rJzQfu/bqmby25MOQygFUtZLxoYDYy2aaSQHznmyYd28c96i+zdS0h6d0A5dtNdrxZSylg7q3pWYPxv/ve3+nHmXZB2lKkPaV/LerJOeHOhr+PxJfbMP9BIARSNnDnp9A719PefhkvZeMR0atmXr4c2f45BXSTaIdicwgHZ/3FWmIj5DQfWt9orpFpe8N9+Tnk8nHYZQCqTuoAcObTyDFTKO65Sm5qOsPT6UtJ7jkr/7Iw8S6Bp1njs6JHd21Lizs4+dzn4uOYNccoa4XDrG3V3jXClPcKU8waJ8nN3uk+x2n2TZPRUS9e+ifFy/vrtr3J9nMMQlZ5Cdzn7u7OzzHTepr7WwDmv38cmLJOuo6NDD1gaimit3b9Qqk/wcGswg4AC9BEDRyJGD3pxh3toVZXYFEe3bRaai3vFrbAh1lY6GDKF6RlCSMaQMoa7SURhCuzxHtkyFOU+h9QZ/fFVco/kT+XFCYAilQIp6KT7fIFpe2oxzbk5uTnbOs762gntClI+HBsEha24/96bu6eyo+TpnKDRVu1dM86C8wsNyTuv2E/IOn5YrfFY+4Gl3lS+4a3zJfcQz4jHPiic8K57wZfE0JOrfZ8RjvuQ+4gvuGk+7q3xWPuDTcoVPyDv6mTos53hQXtHOXLA1YMjTXYZTl59nW/vOY71sumorFOXjEdsw6/dV30k3dVQ9Jz2pzSbdNi7oJQCKRk4c9Pi6DZtB3mrn3Cxpj65PU8N3kKlQ5685Y6hPXOQBd5aH5ZzO1p6Qd3hKLvNpucLn3Ychg0gZRaaof1cG0Hn3IZ+WKzwll7URNCoXeFjO8YA7q6esNmcEHdbzFw5EqeE80XVsrSt5tzvpya0ueVkXBUMoBVLSS/Y9xvV6P/PpnHvXtO3+NIdnHW5dVDLOd6B/lO6pVc7xgDur521MyWWedld5Rjzmy+Ipz4kXfF285HmxzgtinW+IVzFZ8L+3INZ5PkHM1yT9jnmxztfFS54TL/iyeMoz4jFPu6s8JZf1HJABd1a3UCi7J6yvDpuuiuso2zDE8D0Q3DvZyf6ddNssDHNVYzq6FnoJgKKRAwe9uWxZW5xzfzJutKR9RM5zr5jmSnnCeE+HUFkmrBFRGYlRucCT1SU+LVe0MXRVPOM58SJkCC26r61iM3BMqfdzyhCaEy/4qnimjaDTcoUnq0s8Khd0BiNprdJhNHLVfVgpT3CvmNYGrVny3roJus056a19NjQSGEIpkIJeCrdLqV7ReiuOdP+wpYqr/iq1jO9J6mYiJxYobm/2MA9iH/zXUzmjAxin5D0+7z7kGfGYr4nnfF28DDnPUT0xK57wJfeRznxPyWU+Je/xZHVJPwfHqos8Khesos7LRPUWT1aX+JS8x1NyWWfiL7mPeFY8sepB9X6ui5d8TTznGfGYz7sP+ZS8px1Q26Tw9j/zWin1q0jMQDKR06IqkuQVbElrQtVzJmnVo3o2pdfGBb0EQNHIgYMej0Cazrnq5WmlAW46Kba+3NZmEvMgpkMeNnh7xbQuiZ6Sy3zBXdMZiagDHjVAlEEULQU8Je/xCXlHG0U2mawu8Ql5h0/Je7FSRFV+GDXIou9DZTAuuGs8JZd1y0KvmI4pyMPjsMcrR2zzFsLBqRZce0Z1jarEUE56e8qNkwSGUArsUy81nthuZiajRnM0UKwM7XBmq3XOeWdnHxM5ofaT9gTM2i2BHiJy9OA+tVpuonqLz8oH2hmftzi+KlirHF/1TBuUV3QQRgVvwm1TQQ+5ks7OvpCY31M97Gb7lnLClPOmgtgT1VuhQMJV8SwWSJgX69ppPysf8ET1ll45pgaSETmHRE8lJ1DMtkMip4X3RTiQrOxY00lv9LyJBhDTDcRALwFQNNrsoMcjj8kTm1vhnHsGV8kZ0lPaTcckKKEazIEjkKXEDSHlGEUNIeWIm86vaUyYhtCInNeGkCrlUv3jNiMoagAlGUSmMaT62FUpqzKEVCY4mlGZjzjvynGPGkLm0Beiw2AIefemWsdmlryPV2/qKe8lZyh072R6PUZaYKJOemszm0kCQygF9qGXsnPOWzsQLpwpJHJCmUK12zxc0t7uZ0Y29360qkE5XyfkHZ52V/mqeBZyxk39c1quhNafqgy0mlUSzCkRlunr0cGjuznftp+NTIP3q8+869SbxaIqAMz1l6flijXoMC/W+ap4xtPuKp+Qd5jI0TvC0+9hzqMEJe9qZ7pZWULktLCyxD44Lj9OOvQSAEWjjQ56EAVtnDnPuqfOe7h2dtSYyNGTcc2SdrV30+nsP6BKz1Aw/ioQZRiOVRe1kTAnXmiH1jQSolloFWCJGkPmwLbGxlC9Y5z0+rgRpErJTCNIOXjR7L9p7KnPqBz203KFx6qLTOT4e8KDlUwH01n37lFVTaL20ZoDEnsqZ5jI8e+d7O9Rc8ND3Ux62+5RGEIpsC8HvbmJ7dGeUFnXsG51oFgFx0T5OA+4s0zkhHptvefPQQ0Uh51y9ewZlQtaDxE5VkdVlYMrZzw8AFAaxytPM0ciuiuks4b0s05V852S96yBCSJH66lRuRDbFX4w7Zb4vaJmMxA5Lb5Xkmcp2QN9suGO9PQmu0MvAVA02uSgh8tozT2SpnPemgnNwXspl44xkRMq6R2Wc8Fk3ANZ0l4OnQtVOTBZXeJpd5WJHJ0hvyFe8XXxkmfFEz7vPuTJ6hIPyznuExeNAWxJfdx5OGb2YXaqf16Uj3OfuMjDco4nq0t83n3Is+IJXxcvtcO+INaZyOFpd5Unq0sJ+8IPksEcvj9qlXM8LOdCLR9ETovuj/imB+Wkx/ZSt+1ehSGUAnvUS42HwtUb2GTbaRzuH22Vcx4eBqeCgmag+OCVtMedm14xzaNygc/KB3xZPNXOqHoGX3If8ZRcDq2WS25LKuJxiuqroL3MXDk2JZf5kvuIiRxdFj8v1vmyeMpn5QMelQu6FSI/szrSPU4q2WMGkokcXW0SH6CY/XWcNMciPPsieTBlukPjoJcAKBptcNDD0fGoc272VLXMOfd7mfrERSZyQhnCeBnhQVBqZpYpmIh6Qt7hS+6jUJacyNHZicnqku7vsk0/Lu7xiTjtRmms6vtUAYur4hkTOaHs+iX3EZ+Qd0KTlA9WMCc8QVd2T4UqTIgc7hMXW9QLG3bS1TmKOuntyxrBEEqBPeileIlpo3LRsGEcDBgzdxm3Thc5sXvMHAZH5BzQfvNwsL5WOccjcp6n5HIoOLpgZMknq0tM5FhLhourg3Z5nVtaMoickJ5SzroKqk/JZR6R81yrnDuAM3TifelETmh4XOtaQuI6Sq3zUwko/SxqcrJ71Knf/XUOvQRA0cjBkDgIBAI5KAJDKAWglyAQCCQ1gV4CoGjAEIJAIJDUBIZQCkAvQSAQSGoCvQRA0YAhBIFAIKkJDKEUgF6CQCCQ1AR6CYCi0SJDKHliu31FUoY95/7wjugatRE5r/uWit2bFfQx9lTO8Khc4Gl3lefEC903fVU849Ny5ZDudM/ourLsDj8tV/iqeKb7+efEC552V3lULnBP5UzBVyQFn5nI6481J7wHPX+DLbmnbasa2zPZHYZQCjSpl8KDxer2nScMhYtObA/pooxnKSidWC4dC+1yDg+2UvdPu+/3vX9GtSpuSF7jKbnMl8VTXhDruq/8tFzhETkfeiZCF2VzLkzbYETOax2lzsdl8ZSn5DIPyWvBirICn4voqlA102FYznGvmG7LvW575iQPjUvuR9/dwD/oJQCKRgscdPvEdnPXeTDoJcs1GOG9ztE1ar1imrtKR/Vri6eQPMe8q3SUe8U0j1dv8iX3Ec/7E9jnxTrPiMc8WV3ifncmGDZ0INf0tPs8CD2spt+d4cnqEs+Ix6Fzccl9xOPVm/q6K6ajrlYDOfq6i65hCzsZ2d7b5sAktX6t9ZPdYQilQBN6Kb4WMmrIqhWPSYZv0sT27HVRfKCV2nFurlEL3kfRdFHYMR+UV/isfMDXxHM98O2yeMon5B0ecGeD9aWF/KxFlJJ+XlbKEzzgzvIJeUcHTm6IV3xNPOez8gEPyisFd9SDzxpdw6bsvtYMXkxevxYMNk0OJKpBc0mBx8Y2K/QSAEUjYwfdPrHdvus8awM+PIE6usvZc5KKlqkIgh/KGZySyzprqxTtlFwOK1oYQq07P4ZxMCiv8JRc1oaqqmaYkstB0KSglQwdHUJXD5jBL/smhCzeQ9gAMnekt3ayOwyhFGjKQTf3ndfPMkX3Dccntoed8yyv0/hKKOUwmLurizmpPXjeye4pXb2lJrHHK4gGCxqYPEgSTBuPVtypCfDqnMnuqYLaD3m558p68n7USU+e7C4bVAc1ux8degmAopGhgx6smogaza1dpxYu+VbOg32NWpGUjve5lGN+St4LOeaXxVM+Je/xgDtbaMfvYEg4kDLgzvIpeY8vi6chR/2UvKcd9eIZriXrGjYzCJatk15//Vo4GJjl8waGUAo00Ev195273SdD59o0dm27iVu3Ti2+1tN0FEKVTYV6VgefS5SP87CcCznm18VLPisf8LCci1TU5PnzlQwpa+mg7kA6RFiM75k/E/5d7f5cdc6hUWE4LOf4rHwQOofT7ioPyzkW5eOFvkaVzRR10rO/9+zr16JBQjOQ7F1bgQ0dfc41vx8degmAopGhgx6U+iaVnWa/X1yVtQ81yOwVqcw7XMquStOUozcrnvBkdYn7xEWvv6qjluHxTUNhJRhA2vCRCRI2iuwGUbs/n+3zlrmzo8bl0jHuExd5srrEs+JJKLByQt4paOl7cL8lVapke7+F97UntdNk29oBQygF6uilXew7t5SLKl2UWF6aoXEeLWuPOufFzJyXdeBxUF7h03JFVwgpp25EzuewTDrQPaYj5O2hHuSu0lHu7hpnUT7OsnuKa5VzerbFgDvLg/IKD8lrIRmUV3jAndXzL2qVcyy7p1iUj3N31zh3lY56Gc/OvlDgKF86K9yeMCLnQ8GWa+I5n5YrPCiv6MB/cfRTOJMeddJbU+5uVv7Y22xMHdVsP3rj/ejQSwAUjYwc9MZD4bIf3BREhKOZ82E516IBVtl9nvHqTZ4Rjwvg2AUOeJIRpKLCfeIiD7izPCSv8bCc41G5wGPVRT3YRQ1QGqsu8qhc4GE5x0PyGg+4szoTprJnNmMo7MC3+7jUD7TMiMc8Xr1plIIW7zqV3VN68FXYSc/y87T72QNDKAXqOuimgauy4UkGazN9560YIqjesxoIZ/acF9M5L+lgXJ+4GKrgmhfrobLokjPY5s9V0teNCtSY106fuMjDco4nqrd4Si7zBXeNL4un2im96b7hd+QG365u8rs9W7zcs8UrNbss92zxuz1bfLu6ye/IDb7pvtHBisviKV9w13hKLvNE9RYPyzkdOPQyp0Oh67a9Trt3vNRzXJW+z/s96qriq09cNIKuBbluE5x01ZOuEhveOcj2PXSVju66Hz0akNTXTt0AI/QSAEUjAwc9yBJGDSL7ULhsnXNzIJxyzovn9JS5s7OP3e6TPCLn+YK7pgeOmaXR5dKxNjvmZkYiXH7aK6Z1RvW0XOFL7iO+Kp7xvFjnm+4bXpIbfLe6ycs9W3y/ts3v9W7z+73bvNpnl/d7vdfcr23zcs8W361u8pJvEM3704EvuY/4tFzRFRPmlOZwWVg7nXbPUS+XjoVaFdQwuQvuGo/IeXa7T3JnZ18bz+3urgMzmBR10rMvcw16Yc3qHZsBlP65hyGUAgl6Kdw2ZSttj97bgXMeLylt5QwU5ZzXKuf0/VBM5zzIsCrHbUY81lPAZ8UTnqjeanMAPNBDph2iJuWfkvf4kvuI58QLvum+4bvVTb5f8/TK2pFt/uDIDn9wZIfXjoR1jemA361u8u2I3I048KYOs/3e+7Vtvlvd5JvuG54TL/iS+4hPyXt6wni8sqMdeioccJ2o3uJZ8USf7xnxONyfXqBr2OakD8s5rlXORaoPs3gP8ZkptpYbWz96o+ee/TqBXgKgaKTsoCf32LRuKFxYoUTLbIuVOfcMu0p5gofkNb7grvGC75hfE8/5lLzHvWK6TRHsuBHkdp/kfneGx6qLoRVjtw0D6IMjO/y43xPTUFm2ZB0WxDrPi3W+Ll7ynHjBc+IFXxcved43DqLZDeXcK4NI/Z0Pjuzov3O7uhlaNTdWXeR+d8Z3GttpDAUZqV4xzafkPb4mnvOi+5oXfEd9SF7zjPlClBXG78N4e0mW96F9aFz2PccwhFLAopfqr1RTlTNJRq2ZLY1fA61xzqOZ89b0vab8Wfw+czNQrBy1UMVPSz9P3O5QLQTn3Yc8J17w2+4bXqltaR2kdMJKzdM7ag3mjHjMZ+UDPiHv8Fh1kYflHA/KK6GgjuyeYrf7JLvdJ1mUj7MoH9dfq2oO5WwNyis8LOd4rLrIJ+QdPisf8Ix4rNee3q5uJr6vt33H/bz7UJdgt2ZWgv0Yq4y6WcGndLQKJKv+9ELop4R5ENFMeis2C0Vt5ejQymiwMdqP3nj1GvQSAEUjZQc9vGIq2neevXIJZ87VnvPiOefx8kHlrKmBO6oHrLUZ81LMIR+UV0J91O/2bPH7vYEjvnbEyz6YmQJlBE1Wl3hULmgDyOzZq5QnuLtrnMulY1bp7hrnSnki1COoDKJRucCT1aWQMaQyJe/1Bs77B0d2+P3ebX63ZyvUvz8or1gc9lZdL8HwP7We6Lp4GQrKFKes0O6kqz3p2WbS7UPjzH70bFYNwhBKAauDbj57bCvVoiXCZt+5uXs4+yqK8L3cVToaypyroGBxnPNAH6lNIWrK9zXxnE/IO9wnLhqbUFrzWcz1rWoC+Xn3IV8XL3lJbvB7vYHTq57zi+5rviye8ln5QNsFKltdLh3TbVE6yBPqE7cNfbNJZKaK/3s6O2q6vatcOqaz+uq5eFY+4MviKS+6r0N69IMjO/xe7zYvyQ2+Ll5qh11tn8m2HNt+LXSVjnKfuMgn5B09c2BOvNAbSQqjnyKD48w96bXKuYzbBZOrTc1qP9szzdxEYZ29EXumQC8BQET0PUT0i0T0R0T0e0T0U0R0OvKaChH9MBH9ARH9MRH9N0Q0HHnNx4nop4noT/3f8/1EVIq8ZoGIfomI/pyIfpOInu7yvabooMedt2jvZ7YOT1B6Zzrn9oFweVYa3gPb7T7JY9XFUJ95u6LUZtClV0zzRPUWz4jHvOi+5uWeLe3wrh3xstTv+IbEtLvKk9UlXbKnFE7yoJxmjJ/6RpFt4I9poA/LOZ6sLunBN+/IDb5f2w59hmXfkJsRj3mieis8PKZlq/ji2SqzP32suuiVvec+mx4Y99GKFuWkZ1ca2Y5nUq4NoaLopoheim8Eab603W74Zt93Hl7taTrnas95MZzz4Dk0Khd0ebPKmg7LuRYOCwvuZyKH+8RFrYtuum/4fm1bl5Arh1bt8zYrpYIZBdEWp1ZXoIVbwsy5GcpZVPvjVcBBlcrfr23zTfeN1lF94iITOS0MKAfDAYflXKiaYlY84VG5UJBsengDwYA7G3LSs18Rap+ZUr8fvbntFeHAY671EgAt42fIM0bOE9FF8gyZ3yYiabzmR4no/ySi7ySi7yCi/5GIfsH4vkNEv0pEP0tEl4jok0T0+0T0deM1x4noT4jom0R0loi2iOgviejWLt5rSg5642yVjgRmaYhHHrIT1Vs8Iucj06PzagyFs+an5Uooc3pC3mlh+WBwPImc0P7u29VNXu0LnNmVWuDMnpB39CCw5D7vdhz/uDGkFJwaIHhC3tFBh5VaEHRY7fPK4s198kROi4zrcFmhylaoSorTcqUg2fTg2u6pnOEROc8T1VstclaCa9m2TSL9qp5cG0JF0U2GXmo8tT2ptF2VgiaXjmbfZmUGi8eqiy0ISqV/z/aJi6Gs+WXxlCeqt1qoj8o6U64CxEQOL8kNnWVWz+k58YLPygc8Iud1L3F8DVVej7mj319UT9Uq53hEzvNZ+YDnxAuth1V1wJLcYCJHB5RVZj1b5zisnyaqt/SgU5VNL4x+iiR3lJOefaWXd32b7VjRVhzb6jWz1L25qe651ksAtI2PkXdjzPtf9xLRXxDRA+M1Z/zX/FX/608S0b+hcObiNRH9IRGV/a+/QUS/FvlbP0GeEdYsKTno9fs9wwZRdgZ4pTzBA+6szpyrMqX8l7V7WQo1hEWVuSknrN+d8UqtMjWEgsFa5jA6Ioff6w1nl+fFOp93H4aMoMZrPvIqYQfANIbOuw95XqyHqgTe691mIic0vC3bgYfBNd5VOsr97kwoeKOMZdk9lfNsReC0qHJflUkfcGczHpRV2sXzab/Hr1CGUF51U8hBTypt38tKtXa1WZnBqPw7555DLLuneLx6Uztd18XLFjpdQXuAGp55Xbzkd/1nMZET0kXBjvWhiDPe7mOZ4nWlA09Dele5qaOIHF474pXyXxcv9fDY7Le6xIM5agL+ZfGUx6s3Pf2U62qv8Ho5M5PernasvaxeSy51L5ReAqBlnCLvxviE//V3+l/3RV7320T0Xf7/fy8R/Urk+8f9n/sr/tf/kIi+FXnNM/IMpWZJwUFPXmvUmn3nQalVn7gYypwHPUR5dc4Dx2vAneWz8oGezq6mo4ry8cwHlaghRqrn+YZ4xfdrnkNK5PBdP4N8St7jAXfW4tDk8dju/ZxEA04D7qyeA3C3uslEDj/u98oMb4hXeiZAK4bKdHbUdLmpyvjPi3U+Kx/wgDvbgkDOPq93v39RBUFUJl0PzMrk+JkGUHg/evolz4UyhPKqm3y95Ojztvup7Z4TEy1tb1WbVeuN/PTef8kZ5F4xrQOBaj7HWHUx4yGV4Uq4ETnPl9xHvCQ3dLZ4pbbFC2KdibzKrkp5ogVT+PMogY6qlCd0ZdeCWOeV2pauKliSG3zJfRRqjcuyrUMNtR2rLuq5NCrR4A20bffKvQbXX9uCa/Z2LBVYDD279jTV3WEqjl4CoCV0EtHfJ6KfN/5tjby+vCj/E3mZByKiHyeib0e+75J3g33S//rXyespNFnyXyMS3k83eTeokmO0LwfdPuQiZvhmZhAFK6rUhNyJ6i098bT9a8caKQNvGJhSZqazla0yC6/KGasu8mXxlN/t2dJDaZb9KDyR1+sX3g2aR+Wa4XkydhirXr/r4iUvG8fr3Z4tviye8lh1MeOVM2Ej2gzqKCM6GB6Yx/MUvmdH5YIOqGV7zwbnsV4gcf9DwwrjoOdJNyXopWD+hSptNzNFodJ26k4sbY9loTK6L00HJTpwKv8DSgN9ZG4MUUNJs63iCvRRrXKOT8g7fF281I7m3RpA5AAAIABJREFUe71ev/W0u8rDco5F+bh3bRw6XVT/+BE5LMrHeVjO8bS7yjfdN3pQ3krN0+cn5B2uVc5lrp9U5YMacmpuIsm3fgoPNo0OdgwHqLJvxzJXr8VK3bVDHy51V4N2w6XuDlMx9BIALeNHiegjIhoz/q2dDvqX/e9HZK8OeptL2/2MmNq13JpsXBpSZqezn3sqZ3iyuhQqVx6v3sxw+Ffg3KlStBvilS5hf6/Xywiflis6U67ebz6VaatFDaNzdGb9tFyxHsOgFDSrIEswTFCVoaq2iMnqEvdUzrDT2Z/BNZTee49WvQzLOWNeRBYGXCtK3QvjoOdJN32ZrHqpHHK46/Va1pva3pqVakHgybayKbtrOp37orOzL/QsUasos22fiZdG33Tf6L7y5Z4tnhMvwuvbchvgyIsEDqZahzYnXuhg8vt+sCP7VoVw255auRqycTr7cnouA9vSthox28SPffVao6nu9WZzBO+1EHoJgJbwQ0T0z8kr/zNpZxlhihn0cEZKRftU9jzbXr/A0YxOhjb7WfPonHjv21tXc959yAv+5NNpd5UH5ZWMSvKD0mIV1V6SG3oi7Ls9W3xVPNNlcPnvkcyDhMtZR+Q8XxXPdBXC2hGvvDCUfcrwvA7KKzztrurr6bz7MFh307IVPLuRsnVuRGgdYurXoH1fsnpmye6pFCp+CuGg5003JeilSuLO8z1Nbc8s81UOBYttu87zW8nlBYt7xXSod3hGPOYhec13RjJ4bhlZ1vPuQ37HL2Nf7fO2gMSzrXk8dnmXYGWnqoqIHmelJ7KpjvD0U7l0jIfkNb2RRs0y6BXTuQ4iq2MXDbiFg8jZtGNFK732MtXd3I1OVGHKv14CIHM6yDOAfpeI3rJ8Xw3iuW/822myD+IZMl6zTp6B0+1//Q3ypuma/D1qyZC4sKGr9nm2ZqVaeOJmdLdyfp1zLyorysd5vHqTr4pnvOi+1hmCbLLm3t+slCd4VC7wVfGMV2pbOtM7L9ZbPB3+oEp82vq8WNdZ9ZWaFwAZlQtcKU9kkEkLZ9PnxAtedF/zVfGMx6s3WZSP5zR7Fzjpqt9P7SbObtJ1/dVrngG0n8Birh30ouimGhFxB/VYhyDVm9oezTq1ZINIZI1g1DnPZyWX3XmaEy/4lLzHtcq5DPRo+G9eFc90Zvd+zdNHZnYV+ijF4+6XTisdMS/W9Vq6ZT9An11AxnvO1yrn+JS8p7cBZBsESul9G5VeyknPfm1v/VJ3M/lVb6q7OTCug3qY8quXAGgZP0JE/4qI/joRHTXELO37UfKyEjfIW2Xzj3xRqFU23yZvHc4t8vbN2lbZ/G3yJu1uUMvWrDUubc9OwdbPvOUz+xuUe6lptKpneETOZ5BdDQyhYTnH18RzPfTtfm2b58SLFg2gO4wSHuQ2J16Ejv018ZyH5VwGRkmQTR+R83qmgZrmm88p7+FZCPUrYTJw0jv7Mih1z7WDXhTdVCMi7uw4Ett53qi0PdmYzaK03b6eSQ2VCm8maPe9Fn1WBIFbNcxLzdAI9EL6z6ZBeYUvuY/4bnVT90bPiReRv5unZ9RBk0A/jVUXeU680L3+d6ubfMl9lFElXyn0d1UbhdqZnk3gev8S3RCk7u/s1yUml7onTnW3lLqr3eidHUeY8quXAGgZnCBPjddUiOiHiehfkmfI/CR5hpLJBBH9AyL6U/L2zP4AEZUir1kgol8mr2/wtyJ/oxn24KDHhy2Ze4WDDFQWBlF4wFQxdp0HJYSn5Yq1BDnN42QaQjPiMS/3bLUoiwsJS3L1wnLPFs+IxxFDKL3rzdZCoabo5q+kMHlHerZD4wIDyBxu2Scu7nO4Za4ddE6Qp8Zr8qCbakTETudg3b7K8KCkeGl7qBw042CxORQu37vOS3qF2mR1ia+J53xDvOJL7qOMspme/usTF3naXeXbvmP+Xq8XrFT6CI55qyUYaDgqF/iaeK4Hyt2ubvK0u8p94mLK+iJcQXHJfcQ3xCu+Jp7zZHXJWMWWr/slGoSLDY3Laj5D5NmWWOpuGZAZndfhdA4y5VcvAQAs7MFBj+9rVIZtOj2c9R/uUUNeTWwPdn3m5+Gu+s0H3Fmedld1/9UpeY97KmdSfrAHhtAFd43vVjd1KbvqL8/39NSDKsF0ZNWnrkrf71Y3+YK7loEh5DkOPZUzumLjhnjF0+4qD7izOexL945RV+lobLJ7doG3+AwNM9AYn6HR7O/NtYNeFGpEpDPisey5pf/SVglhZpmy3iBi71HNX7C4s6PGtco53W+upmuHB1qmc3+ptpvJ6hK/7b7htSPb/H7vNi+IdZ6o3kKgOBcSBJInqrd4Qazz+73bvHZkm9923/Bkdclov0vnPJmDas1tAVNy2WutyF2wJm57qjaWzDePGNVByZVe4VJ328C4cukYE/QSAIVilw56+IGhjNrsp7bH+85Vlq3fnclln18HdesSc7WvWvWbp9sTHPS2T1aX+B25oXegLvg9fXDM8yCBoz5evckLYl3v9n1HbvBkdSmz68LsS58Rj4MS+1w56UG/n8pGqtaVTPvRE1p1omWEzf9dOOgpUCMirnRNxEo16+08j2eY9hJgaf66UTMn1Com1XceBIvzo49UALdWOadXM84blTVpBouV7huR8zozu3bEmx4ebreBPsqPlEJteDf9gIqqdBiR8ynrDC+IrCoL1fV4Vj7Qa+Dydv+oILLZjx5sHslqw0B41lN0+GXSwLhoa1Cla4IJegmAQrELB90+XTJe2p5NOaqalm0Ok8rnxHbPeOvuGueJ6i3tGM2KJzws51LMXnp/R0W+b4hXOkNxXbzkUbngO+Z5y+Icdgmuj1G5wNfFS52xuCFeGZmldM6bquIYlnO6L31OvOCJ6q0cXh/x+RKqZFhtF8iqbSZa6r736d9w0FOgRkTslk/Ghh0lDYZLmtqe5ZBSUT6uh8LlPVisKrkuuGu6rHiieivloKCnp/vdGb4snuohZO/IDT4h76SeiYVkIUHlwwl5Rwf879e2+bJ4yv3uTIrP4SCIPFG9pdstLrhrOa30igeR1dC47LbfxFtKzUBk8sC48HBNt3ySCXoJgEKxCwc9PLRCGUTZl7YH6y7MzNqwnMthn19Y4ajSYlPhpKPYgnJ2ZQg97t/hJRhCBZKwIbQkN/Qgucviacpl7+WYgX5dvMzAQN//MTErZYblXKxSJv0AoL3UPW4ANTtTAw56CtSIiKvdb9Vfq5YwGC67Si7vXrIZ6Wbfed6c867S0VDP72XxNOUAbriK66b7Rg+AmxGPU3bqshZ/Q43h7HR29nHJGeSu0lEul45xpTzBonyc3e6TIRHl41wpT3C5dIy7Ske9TQOdfaGgUjZr/rKQINgyIx7rQXI3/bL39PRGOGCthsepmQjB+rd2H4/wcbH1o2cXnLNXeiUPjIuvXat2v8UEvQRAoWjSQW/cr5lZabvf+1OrnIv1neerzy/cc6ec8/PuwxSdrXDW/Kb7Rjt1s+IJ97szOasmgDQWL2vc787wrHiigy033TcpZ9ODoM5596F20rPoMdyfBPd8tB+9VjmXXT+6bwDtf64GHPQU0A66da1aws7z6PCk9J2hoMxV6aNwmWue9FHgnKvqmRviFV8Vz3hYzqXo+JS55AzygDurg8VrR7z2qrHqojF0rv3HI3rPq6SDmn7tdp/kfneGR+UCT8llnhVPeF6s8ztyg5d7tni1b5uf9O/w88EdfvmxHX49FJaXH/O+96TfazFb7tnid+QGz4t1nhVPeEou86hc4H53Jqjy0C00+XTc1VC3seoiL4h1XjuyrYPIXtJhkNOwN8xr9ap4pie8p3utpnPdmP3oqr1F6ads2luC6tVGz7zw8zEYGAcHHYDi0aSDXn/isWeY7HVvcJ0HYaSU0J5Ny4NSCybjnpL3eF6s8w3xik/LlRT3yZa0g6UcuQ+O7PAN8YrHqotGNqTdxwKyF1FZhLHqIt8Qr3RZ4ax4YgR49u+kq320p+UK3xCveF6sB32huXLS41Uz2ZUSKmNd6n7mvW+mgIOeAtpBT1qrpjJEKnue/c7zoO88uu88PCgqD/dPUNY+IudDK61G5HxqpcOq11wNgVNZ80vuI28Iam6eJ/75M1Yr9omLPF69yZfcR3zTfcOrfdv8emiHPzO6zV8c3+KvTGzy1yY3+KuTm/yViU3+0se3+AvjW/y5Y9v8mdFt/vTIDu8cDcunR7yf/9yxbf7C+BZ/6ePe7/nqpPe7vjKxyV8c3+LPjHp/a7XP68u/5D7i8epN7hMXM15Ru/dj19lR457KGb7kPtLZdDVELq3edPOaNVf/pXnNpnYtWQZEBvvRs+hHt+9GN597KklmW7sGBx2A4tGEgx5+MLRu53mwBiTaj5qvvnNPefWKaT4rH/CCP+zklLyXWhmYct6m5DLf9qezv9uzxWflg5yVKEP2ey2pUtGz8gG/66/Iu13d5Cm5nFIQJvgbKpi04A/n6RXTOTKqg35069yJ1EsJ6+9Gb97xg4OeAroHPbZWzZhUXK8fM4tZBZ2dfaE5KHntO1dZTzWkLdxmlUbGM1z1837vNq/2bfOceMFD8lrqq0P3fD8b1Xeqx3mltsWbwzv8hfEt/uqk5zx/cXyLPz3iZb/v1zyn+bJ4yqfliq6QUME6s5S9u2s8JGbpu0piqAzrabnCl8VTvum+4fu1bX4+6Dn0XzTexxfGvfe2UtvSMwKyqxra23kvOUM8JK/xnHjBq33ezJt0q/eCigxzXoIeUpebJERyq4soH8/IPo1vULLO3YjM6OjuGkcPOgAFpIGDHs4sqV2MaoiSKq1Jf+e5fe3SsJwLIpS5iKYGkWVVNjwv1nUf+P6VauD8X3If6WFi82JdD5xrvyGU3bFtTtr9PrOQsh7sNu+XFb7fu82X3EcpOdGe8ar631XFx3n3Ya4yX2odj+ye0v3o2a5VLGujPvlZ16hSCA56Cugp7iVnKNZfqYxOsxcz88FwfsbMnOCc7YaBPd4zhnOuMucX3LXU+sBVKfJYdZEX3de8dmSb71Y3+ax84Ou8dgaLA6dJ9dyv1LZ4++gOf+njW/y1yQ3+0se9r1f7tnnRfc3T7iqPVReNAI+63mRIVC+609nPJWeQS85Qggyy09lv9J5Hfk9nnx7gVauc47HqIk+7q7zovubVvm3re1VVCUPyWg6CQd694Haf5LPyAd+tbvLaEe9YjlUXUypHD/rflZOuMun5cdLjm4XMTQ7ZVNQkD4xTybJYMFNdb5jiDkDh2MMedAgEAoHYBQ56CkAvQSAQSGoCvQRA0YAhBIFAIKkJDKEUgF6CQCCQ1AR6CYCiUccQsq92yHatmvc3o6XtI3I+UkrYzgddUOJl9vAGq0f2V9auSo8vuY/4PaOkfVBe8fua2l9G2cw5VKXJo3KBZ8RjXpIb/HRghz93bJu/NrnBH556zT/41iv+1qnX/I0Tb/grE5v8+bFt/u6Rbd4Y9voBPziyw+/3bvN7vd7k2Ps17//f7/UG5D0f3OGN4R3+7pFt/vzYNn9lYpO/ceINf8v/3R+ees1fm9zgzx3b5qcD3hq6GfGYR+VChsNcsjmmnZ19PCiv6JL39/yS96CVYn/nS61IMmcotL9k1b8njFLC6CYHr9Q9zXOYvHatuRVeMIRSoEZE8bVqxjlpzVq1oNWqVjkXGwaVD33ksOrbHZLX9HCtGfGYB+WVFMravWfPgDvLc+IFrx3xppOfdx+m8OzZ2/molCeYyOG71U3+9MgOf3XSG+L2dGCHr4uXPCoXdB+wKk8vl45xvzvDU3KZb7pvtC76+nFPF3146jV//fiG7gN/3L/Dd6ubvOBPYD8rH/BkdYlH5QIPyzkelFe4350JyaC8wsNyjkflAk9Wl/isfMCz4gkviHW+68+OUf3v0b+rdNRN9w1PyWXud2e8uRd+mbyafzAqF/i6eMlPB7xS+K9OesfgbnWTiRx/60drn9nKZjnvPuTlni1eO+LNIxhwZ1OwWbxy90F5hWfEYz3s0Jt1kM4E+X1/fl8/RYdHhqe6Z7N1xLZ2zdaL7j0HoJcAKBIJDnqw1kH1uphTjbMxiIKeHrW+In8r1TwDQXZP8ZRc1s7MCXknhQFegSF0XbzkD47s8HLPFp+WK4bj315FVE9ZdJWO8oA7y+fdh3y7usmvhzzD6VunXvO3IkbI7eomXxXPeEou84ic1z2+5dKxyO5YqdeGxCXoCyw5g1wuHdN9wyNynqfkMl8Vz/h2dTNkjKn389VJ7z3erm7yefchD7izGTh76YpypE/LFV7u8SbpXhcvUzGE1CBC1ZO+INZ5Si6z7J7KgZNuX72m1ltlMdXdNICiWyuUAWTvRYeDngI1IuIO6on1nkeHI8VnA6R4zUVmIJjrlPKhjxxWzvmgvBLaIT3gzu5784M5pX1JbuitId78k9Y5R2q697Cc4wWxzq+HdpjI4S+Ob/GT/h2+Kp7xoLyirwNlt/S7M3zJfcT3a17g9/v85//3+broSb83ifyCu6bPq7JtguSDusd3O/PE/JmyDvqZz5QROc8X3DV+233DT/o9HWW+x+8e8YLSl9xH3O/OGI6XNxNoUF7hq+IZP+n3hs0ROfx6aIcXjBk1rQsgedfhsJzTW0iW5EZKU969DTYD7ixfch/pnnTvnOfBSY+vA1bDBcMzk9Jf+WjOS7ENy1TBzQ7qYYJeAqBQJDroKgsa3Quc3Vq1YMCLbWpz+50Ez4mplCdCmfMg07gfB9obCjYqF/Ru83fkBo9VF3M6CC5Yg6UmBT8f3OEvT3gO+YenXvOXPr7Fzwc9A+i8+1APVDIVR3a7XwOjSBn2apDLefchv+2+4eeDXgbiQ99h//LEJj8f3NETY/O1xi9+rYxVF/kduaF3po/KhX1fKyoTckreC2XSg13s7b/mbFsd0h+cVH/tWmAA2Rw0OOgp4OslN7YyyDYYqRVbRMaqizmc2h4fpqUy5/t1XDqoOxQMVJVcfeJiy4ZIKsd8vHqTb1c3+bN+9dVnRreZyOGJ6i290UFVOqhAxWPfaf3w1Gv+/hNv+HPHtnVmd6y66DtOQ4YuasdzvmToqCGW3VM8Vl3UE9I/d2ybv//EG/7w1Gv+4ri30UM5piozq67RieotJnL4M6PeMfrssW2+Xd3k8erNFjrq3lDbPnFRV3qFkgz7eg9BIEpl0tMcfrh/iU91H6sutnzrSGhgpjFck8hlgl4CoFBYHHR7iaeZPU/fIApHIKNT2/PwAFbZhLHqIl8XL3lBrPNpuWJkGPf+YFdZClUGd9N9k8OS9pI2mEbkPM+LdX75sR3+2uQG/+Bbr/hrkxv8eshzyKfkMveJixkFcvb3GUzHq09c5Cm5zG+7b/j1UPizvPzYDs+L9cgO1jx8Bu9zqJJ3FdC5W93U2Yr9OelehchpucILYp2vi5c8Vl1Mbdft/qSsSwnNCptsMpphA8gMUtZv8YGDngK+Xqq0L3vuVwWZGbH41Pb2PwN6xTSfdx/ygljny+JpKmvOOqibK+UJvuCu6Zaiy+Ip1yrnWhKoMyfF3656rU9fndzkjWHvmTwkr3mv80t3a5VzPO2u8uP+IEj89eMbvDm8w4vua56sLnFP5UxBWpqC5EhP5QxPVpd40X3Nm8M7ugLsyxOenTDtrnKtck63ghA5PCSv8bxY541hr4Lt82Oeo57ehPUmzl+H4FrlHF8WT3WL2gV3zQv07ttJ99a8XRZPeUGs83n3obfZJAe2km2qu6rMyKY6r/ksOlGFCXoJgEJhd9D98s7G2fP0HjTmjtmJ6i0eqy5yn7iYi7Jj0zG9Kp7xDfGKz8oHKaykKnNX6Sifliu8UgtKlvvdmVxlbzs7+7hWOccX3DX+4EjgyH510ss6q/23wWqRdkezd3cO1Aoltd/1+aBn3Chn/YMjO3zBXeNa5ZxvCLT7PTusMsr97oxuiVipedmKrtLRfZyDYHXgWfmAb4hXfFU8iwQq2vmZPcepT1zkseoiT1RvZbh7tn4W3d7mAwc9BXy9VK6bPW9+N/3uz3vU0B6rLmY082Dv974ZSJsTL3hEzu/bCVNVNBfcNV7t80qsp93VFvWbB5Vkt6ub/LljnmP+qcEdnhVP9PNXOaPj1Zu8JL2M+jdPvuHvO76hS7zHqotG5V2R9FH8mKjKobHqoi7x/77jG/zNk2/4M6PbvCQ3eLx60z9/UuvrWfGEP+Xrss/5GfU0Kq12cx1Nu6t8v7bNq32ek77f60gFb0bkPM+JF5ZESbvvy2CGktqNbgb2ssqil0vH6mbRvb8LvQRAkYg46I0HJKVvEAUOkioNMkvb219KGOykviqe8aL7Wjvn+1EIqp942l3l1T4vyjztruam31z1JBM5vNrnDWD7wbde8ZcnNvl+bZtPyxUvQJG6U9Ru8YJFPZUzfFqu8P3aNn/Z/+xfmdjk1T6vvHL/MwfSO0/qOnqv1zOE9n8deQ6ActIX3dd8VTzTfY3tvh/N0mPlPKmhSuka5PYywvpZdDjoKWA46PHsea1yzs+eD2aUPZehUtXsWin2fs+bc1DmxAser97cp3MelCerYXC3q5s8Ub21z4Bfc/d0yRnkETnP92vb/MXxLf7yhLdf+7Rc0fe1qhi4Kp4xkcPfPPmGv3HCq35Sge1s+n3zIsFcBBWYfT20w9848Ya/efINEzl8VTzTGWVlV52WK7x2xNNjXxzf4vu1bT/gmnX/tpeAmKje4tv+vvQ58WLfbRLKSR+v3tROejAvpd06Od6qabbGpB9ECJ6Ronw89Iw0s+hw0AEoHhEHvWzNnquIXPrZ80Dh9FTO6AnNI3I+w+Eau3t/ajjJjHjMi+5rnhGPPQW4HwXjG1gz4jGv9m3rzGd313gOMpRSZ1CeD3rDeL558g1vDntGUDqTgYsiwQTZ6+Ilbw7vaEPo+eCOkRFob+S+g7q5u2tcV2Ks9m3zjHi8T4PFM9h7xXTo2k9j+NT+JDy8y3xm6DLWDAKIKoveK6YTsujqfoCDngK6xF1lh8zJ7bJ7KqPseVwfqTLV8DDC9tzn6l5XLVHXxUs9pHS/Pb6dHTXt9K0d2ea7Ots6mOG9HgQFFsQ6f2bUCwQ/6d/hs/KBzoCrZ/AN8Yo/e2ybPzz1mokcXqlt8Ql5JzczalorwUyOE/IOr9S8IXEfnnrNnz22zTfEK62r1evOygf8pH+HvzKxyZ8Z3eaFlswUKHHJGeRRucB3fSddBVO8v7v3+0CUj+uhptfFy5QG0u1fzGHH0WdI+vopnEVXSTU10V09J1HiDkDxMBz0cPZclXTGVtmkbPxGs2Hj1ZvcJy4a2bA2OgIdknvFNE+7q6Es4n4clI4OwT2VMzwrnugSwhPyTguyFM29r8viKW8O7/CH/iRZIoen5LIxKOwwGUHmteANCJySy0zk8Pf5a3I2h73BPV5FRTuj91624oS8o0sKZ8WTfb4vL0BlVo9Mu6vcK6ZzcW+WS8e4T1yMDZRMe2CcMriiWXRzonvwXISDngJ6SFxy73kW2fMg+xWtzsjH0Mhgndo18Ty1OSgdHZIH3FleEOt6+vZ49WbGgbiy7nNf92eZ7Bzd4RnxWAc9Ozv7uE9c5LfdN/z5sW3+1qnX/PmxbX5Henrp8ASKGx9L71g4/I7cCB2rt903nhPuZ9Td7pM8Ix7zzlHvmK9/bEf3h2d3LD09oloSPjjitSEMuLP7vm7NNo9r4nlO1q/Zq3AG3NmMqnDCWXRbLzqGxAFQPMIOumW1UPbZ8/hguGz6SXf78PccstNyhW+IV3r6634c6Q7q1k7w2hEvcz4ll9taNmwOBNo5uqNXkN2vbevJsDCCTPGOxUT1Ft+vbetVcjtHd1IahLO/91ZyhnhKLvNKzZu8rIMHe35PZT2waU684BviFZ+WKzmY7B7MrbAOjGtRFj2+chIOegroNWu2veeZZc/9QaU9lTOhnefZ9I/uXpTDqlZNXXDXUqjm8oLQyjl/R25knDn3suaD8opuH/r8mNdHPSiveKszO2pcq5zj6+Ilf2bUczY/e8zL+Pa7MzmaA5I/6ezs4353hhfEOn/2mHfsPjPqZa1rlXP6+A7KK7zkO/OqbU0d/6zOu8qkv2M46UGwd+/XUq+Y1lsMLrmPdECiveciPsdiVC74WfTsBppGe9FVKxbWrAFQPHwH3XugdHbU6huhGWTPRfk4D8lrocFw7d4xq3qcRuWCXqemS+n26OiokizTOT8l7/kOfzs+Z1n3p31q0Cvd/srEJr/bs9Wi/rTmFE99aed7C/om3+3Z4q9MbPI3T77hTw3u6L7J9hy/EneVjvIpeS/kpO+nBFYFcU7IO3r92qhcaNlU4KTPqRwqc2DckLzmBfgyzKLbgpfhvwdDaJ/UiIg7O47EsudZDyo1q7lG5UJOBsN5f1d2T/FZ+YAXxDrPiif7bjfq6JBcq5zja+K5ds5H5HyGmfMyd3eN8wV3TU8Zf9y/oyvIOjoki/JxneH98NRr/sL4Fs/7jlyr1rvFj71a2Sk8B7ezj53Ofi45gyFxOvu5s7PPX/um1lu1Y4NJ4LjOi3X+gr9uTlUoePNJpK64ety/o6fkX3DX/NkzWeguL5M+Iue1k35NPPe3A+zVSQ/a0GbFE14Q63xWPmDZPWWcv1Ye++CzmgPjVMBPV3llPNA0mkXv7DjCBL0EQKHQDnrLs+d1pjG3u5Sw5Azqst4b4hVPyeV9Dd1SPeez4gl/cMRbieXtOM+yvy/52JecQT4rH/DroR29tuUdudHC0mW17kyESodVoOa8+5Cvime8INb5bfcN365u8l1fblc3+W33DS+Idb4qnvF596F2zEKtGLovOPvPorJQ78gNvebn9ZDXR9nOczxWXeS71U3+4Ig3BXk/PelqGN2UXNaT3b2hcYMt/mzxY9+a7Q/NZtEdJhhC+6VGRDFjM7tBpXZjelBeycWgUnVdnZL39FC44N7bu3Ou9lXFmDmRAAAgAElEQVR/cMRbR5ZdBtVzzMaqi7x2xKs6+vSItyZMtQ6US8f4rHzAnx7xdNLnjnkDxVrTOlTS2wK6u8a5T1zkieotnhVP+B25wWtHtnljeIf/5pi3Y/z/Z+/dg9u47jTR0wAI8PRpgiAIvgmBT5B68CGQEi9NmSHNUKQpieKQFgmRovkQAZB4la4z9rjktUsqrRw7XqusctkTXzspz0bXrmxc9rVGLmfuVmrK2aSyufHcSVxJ5uZR3tR44klsZyaP3cRjTc13/zjdDUAPG91oAGKmf1WnypZEsNF9+vxe3+/7Hm/dwpPtETztD+PzHSF8viOEp/1hPNkeweOtWzjfFMX9jfxnFis4JL+frsAnTcBFe1J7uABFH2V0bYhu4D65o36qjvsmZYzQUeJFlxjEqTqeqC9WJNAojeWpUJNCUIyJm1iq4NJ5LtqTU5KuxGwKaVwbm854d4qzUiOcCmFc/op+H6+LzlGapl8yzbTtZHKCXnLD7nleZ88tLoiO1hvAUz1F7coRYlVhhMrMbarCq/37C8Shzn0p5DteabwoiZsiy3VEiuHRFi5LM+dMoIYN5VlHNMXUXyn2o4PNYkzcxIo7idONCVxsj+Avdq/hpZ4TuBw4jtf6FvBa3wKu9AVxOXAcr+5dzFiXA8dxpS+o/rvLgeN4qecE/mL3Gi62R3C6MYEVNw86O9gsKsX+AkjAcV3iGjaEOWcCjzRH8WjLFo5IsZxn7fRej83qgVcaV8l51PlOXe+XTe24KZwMCpww/d0p9FJIva4dkxEdrQZ3Ka6fRb9xF70ExAyEcjUnIeSG0kH56J5/nH5x8YlK7TLKyoohuoFhOfnIhQxLKSgO0Q115jx/yTm//n10FffUcRK4Y+WcRVzpRlezQfXMPCsXi/MrNZrJtN0rnsCx8gTubeC+6IU9K3h17yKu9AXx6t5FfLn7bjy/ax1P+cN4tGVLheXf25DAPXV83duQUOHij7Zs4Sl/GM/vWseXu+/O+KwX9qzgYjsnuztWnkCveKIACgEpSc5Jxu+x4vur2aDa9a9jwzhWzp/RPXUceZUfbhxbBsx+qYJLteYCd1fIE9vYNIblIhYh1iJz+9gy/JNCGJc+NmNsrHvjLroyFkRMv2SaadvKVDmbm5Eg5ad7ztTueTrBU8pJFSnYl52DMnc+SNdzYq1On+9WCOF80kQRknMOLQzQZTUICVUl0cam8zT/nmKYVbRbw1VJPNayhS93360m3y92reBpfxgPeuMIVyUx50xgTNzEPrqKnewuNElTaJTGUMeGUcOGUMOGUMeG0SiNoUmawk52F/bRVYyJm5hzJhCuSuJBbxxP+8N4sWtFTeK/3H03HmvZQrjqRhq5xgekNms12tg0QlVJNRgL0OU8Qgdv/hxsVo86L69o0eof1UipGgzSdXUePf3dKfyyXUfspRBNKrDZfHXRb0SiacrZGGJOQghKS3zXdc+NLxZn+qN0KGrxZdV40a9S7AchVozSCLrEYE5dZYUHZYCuqQXjRmksLwVa5XeNizypvbchgQG6pqLkSu0+DNA13N/ImdlDVck8kdOl+G4qxX4M0Q2EqvhY15e778aVviBe6jmBZzo38NCOONY9HO7fLS6qJIHM4YejxAubtToDyp6xVOh7NRwlXjCHXyUJ6xYXMcmiWPck8dCOOJ7p3MBLPSdwpS+IL3ffjcdbtxCq4olqpdifBx4Nfh8UsrZQFR8huL+RPxPFH1J7MwboGu5t4MWGcXErRw6Tj9/bCsprsYJfRy6/S0ELdIlBjNIICLGiUuzPc/Phk9b1xJP1bCRP/unGhKbltAulJT4Q0y+ZZtq2sjS23GqVAfLGMkLGHCLp3Qqle369BEVxDlJeZbRiWJ6zbZKmckhgbSps71h5AgvlCRnyXF1QZyEIFDVsCEFXQp0zHxM3c5bluaEjknVqA3QZq5VJPNkewSt7l/Ba3wIu7VnFw81RrLiTqiRKJtyPXTOzl809Uv6dMiPIMmCKihTRijuJh5ujuLRnFa/1LeCVvUt4sj2C1cpkSjbP4JkwhXNgTNxU59ODLo5WKCzszgabtRo72V1YKOddGwXeqG8f8gJEkzSlvieEWIs4c5/qoqdLNSpddGO7FCkizWtlKDmzeDVMtlxDzEkIgWhvzeieK4z5Rs9u3pzMqbjdc0GgEB2t2C3OgxAr+ulKjjKHvFDbK55A0JXA0bJ43grGSkdWgbSvVibhkyZ4cis4USn2Y6mCJ8kPeuM4QEMQHa2GPlulq6qgiB7aEccLe3jh9oU9KzjfFMWyO6mO61B7cx7HozLHuhRyywG6hmU3Z1RPv7aHdsRVtJ3x0mF2iI5WHKAhPOiN4/HWLSxVJHkyKzhhtbjhkyawWpmCvCuIB2P3eKqAfLSMy4P2iidyKGSnCsj9dAWEWLFbnJdVAYoFdc+Ubsw/+aQ9Q4lJKXCK9lYQ0y+ZZtq2Ms6WK5Rf1z1X2R/z0D232xrgFgNqt8stBoosq5YiLyHEmjl3rrPTeG1S5GczBSaE48HYAF3DuaYYHmvZwkxZPA06aMzvUIjSZp1xPNqyhVf2LuFKXxDPdG4gXMVJYGrY0DXdqEI+Yx4YKVXsGjaEQbqOcFUSz3Ru4EpfEK/sXcKjLVuYdRpPkKdAC2fK4nisZQvnmmIYoGsF7qZz4jg/mzGkWKQUH5R5dEKseSaX+uTvV7hzxa52XBXN2fQOryCUg5iBUK7mJISgzNGRQXRkdLH42n2TLodUbJlPgTjgKPHCJ01gRC6C8bNJb8HYrhaM85ucc9/XT1dwb0MCD+2I46C4dV3X/AFvHI80R3FEisnzx8YkUOnqKyvuJJ7beVJFaylJr4KgKja3QPqzUWaVlY7yQzviKgrsuZ0nseJOGq6eIQgULtqDIxKHvD/gjV/XTT8obuGhHXHc28BlO41vMFyfpKcKyPr2uc1arcZyIzQMnzTBz+aiEpqmRvzS5RuNP2euLyK7aA/KHB0gpl8yzbRtZU5CiFrRVbrnSkcoX91z5vDfsNNVLNZrQWAoK+1Er3gChFjRK55IY43V/nkKIc6skzschQynUN9PECgqxX4slHPo4Gfq+TUY5VyVWeQDNIQHvHF8pXsZlwPH8XjrFhbkYoSiZVt8tvWbP3PR0Qo/m8FCOUcXXA4cx1e6l/GA3NHJjV028/fZrNXoEoP4TD1/JgvlCXk2vVCVfbtKBhR0cRWBXIiAFJbg9HeGQ2+L9cztN0TmMIc/b130m52ZxAyEcjUnIQTO0l0ZUkEpvXlj9oxCqsQcftSwIXX2vKy0Mw/zodr2sqJ3vo+uqgl6LqMpNms1WthhzDrjmHMm0sabjHxXubb5EN1Qk7oAXVaTELcYwDH5rH3AG8ducd6ga0jNNB+S+VVe3buIr3Qv476GBIZlze3iIvS07Uub1YNKsR/DNIz7GhL4SvcyXt27iEdbOGmqcZwBfG/sFufxgNxNP1aeUAv5dluDOhr30I44huhGHjTTbepY2JyT+6YWdjinAjK/Rp6g76OrRddHV2JfBeXllcZRw4bAHP400kvjfpfSRVckKp2lu0BMv2SaadvKVLbca7tBdluDwR1Pm8oYmt7lyg/jsrbDzG5rQJM0pXYDUwy5+hIXD9uPg+KWyp5tPJz85stqccPPZlQ23NXKpEGJYIoEbVnuTLzWt4Dndp7EuieJJmlKDsSKKUekd19SdQ+sezK/27I7aRiJnlI4Wa1Mqmy6fjYjJ3X5/65K51tREzgobqUFetrvm8KcSwhHnah7oChBcKYyRHoXXWGKNuocUzpe6SRmCurIZMs1xJyEEJSX7lG75zarJw16bOx+ubZ7bux+0XNdLGOWtltc5O+vrmvi53Y9G8EhedZ3tzhveMFYIA4wh19Vstis5j5BmdduYYeRqOXn3roniXo2YohPUorhy+4kLu1ZxeXAcVxo21TlQm8F/frcll1F9x0t43JplwPHcWnPKpbdScPY1gWBop6NYN3Dn1GilsvfKXP1TdIUNquTquILc/gNh907SrzYLc5jsSKBQ1IM9WxEp9+1qYV1RR89xd1Q3Pc6fRZd6aLnR3GEwmb1qF308tI9IKZfMs20bWUqW+6N5imNPjSu7Z7XseE8sC1rOzQVDU1F1osQq244lCBQOEt3YZiGsSzPWueHYOXG38VmrcYBGsK5phgebo5iXNyS5/pye4Y2qwct7DA2q5N4sWsFr+xdwgPeOAbpepGdnvH3UAmOB+k6HvDG8creJbzYtYLN6qRc1c9VVswG0dGKMXETDzdHca4phgM0VDBuAoW46QANYdnNJW44UkB7sKzAcAmxqrJ3KW3m4nTRFXWI9DNG6aIbndzdiLfDZMs1xNQEnTn8vFhsuLQa3yvKLHB697zYnTZHiVfleBiiG6hmg+q+0/x5cudakbRSZr2N7ti5aA9mnXGca4ohVJXk7OCyMkyXGMQZmTn8oOqTcrm//D742QwStUl8pXsZL/cuqdJt+pEGt/ZSOsOKJNrLvUv4SvcyErW80Kt3j6QWn00/KHKFlzO+mIq8swhOVLNBhKr4XPqsM85HEwzeR8psvCL9p38kj9+Hajaoqh80SVNFhrrbM7hSlC46tTfnRXHEYnHBbmvgXXQzQTfNtG1nTkIIqL0ZLtqToetrbECU6lKmd88rxf7ids/TOhVj4uY1nQrtziW9O3lIihk87/3xB78yL3ZB1pDdye7KMVGyyU7DinvqEhnBQGp2cTt3Jj75niqzcelB4D11CRBizbGjzgtDO9lduK+BQ96VOc1C3FMlaD+UppGuF+WR3qlQZAlTRZtCP7NUVzSd0T0162fUOZOpOasUN120R36GZiCUo6kQ91Sx2GgulJTu+a3UPVcKxgq03c9m1CKY9mUHc/gxSNexVJHEuLhl+FiNQBzwsP1YquBEZ4sVCXjYfnXefISGcb4pitONXEEit0Ik90leaRyEWNXiabgq1a3/4ygUZ7dPmqQphKtSRXNCrPBK4zn7JpvVg25xEadl3fcRGlbn0j1sPxYr+J8vVST5szYySZdRZuMyAnGQroM5/ND77jtKvPCzGRXqXtwC8o276PnRRU8pjlB7swlxN820bWhOQggkR7saYOZHWo13K9JZlpXOVrG650qnooUdxojcqVDkbPRAqpT53sUKTsDTKI0VJEkRBIo6NqxKeh0rT3A9Ud1OkzvonewuPOCNgxArnvaHMcWiujut230pyIgpFsXTfo6yeMAbl4nW9JMsCcSBctqFY+Up6bs6NlyQeywIDI3SGI6WxbFYkc6ToH3vE2JV5YtGaBgt7HAROxV2da44/awpK+00+Ky5XnLNLQYgOdpBzEAoV1NJ4owvFqf2yLW658bzFWh9J/k5o0DbFS4UfeeBXZ0fXqxIYIpF+aiOgUzcgsBQx4YRq0nirC+mdscFgaFS7Meym8OlN6tzHbOyqaNb9zUk8OpeXkif/Hfsk67dM5MsCkKsuBw4jvsaEmmjUzp9k5wob1bzZ7jsVp4hU7vsZ30xxGoUn2VcrGMRnKhhQ5hivOCj8BjoObsFgapcKQrUvZh75loepnRG93x10R0lXpMkzjTTtqGpnYr8Satlzvrlr6ul7ZqsFjeq2aCq5+xnM6rMmtbPslhcaJKmMOdMqCRphYAsCwJFCzusEo8dLYvL5Cj6fq9FcKJRGkOiNolX9y7iS7vXQIi1gDD9W3sp8HBCrPjS7jW8uncRiVo+B6g/8LWh1O5T5ws/U59ACztcgACCj0QoJHlzzgSapCnd3Re7rUFldR+k66hmg0XqVNwYrWP8rN+NJdfMToUhpsqs5bt7fq3ueTFJDm3WavikCRXanlKU0F40U/Suj5Vz0i0uGWocY7sgMNSzEYSquK73CA2r909J7C60bSLo4gVjvc9PIA4VWv1Szwlc2rOKoCuh/l3hn9OtuZR7EXQlcGnPKl7qOaGOGui/T3aU0y4EXTy+SBVaeBd4hIbx0I44QlUKp4BRSTpvEjRJU5h1xnGsPAGvNK7Tn9hUpRkF6s4RgHrVEHL/btd20evZSN676KbMmmmmbT9TZ/3SpdWMlR/JnPVL72gVi8BFIbTZLc5jTNxEgC7rlnpRpEqmWFSFCxvPcnr9sghONElTeNDL5c1GaDgnbWtqb8ax8gRe2LOCl3pOYLWSw9cK/Wy2y/Kw/Vit5EHjC3tWcKw8kQNE3Qa7rQEjNIxHW7gucJM0lQfd2eufe6ndp45lTLFozu9BgC5jTNzEbnE+D0RC2X+vdMZcRS3C+Fk/ewZbrov2mLN+xpiTEILSknxIq6X8kYftv272vFgEh4oqwj66mrPMp5Ikj4tbCLo4tFy/bNWNP7+ejSBcxTvnQ3RDZWqvYUMIV3F980NSLKczscRWiwM0hC/uPIlX9i5hs9r4bu0f21JQDZvVSbyydwlf3HkSB2goB4lXHhsckmJ4vHUL4SpOmqowvA/RDZz1xRA2PEnnCJBucRFBVyJtPEP/+KFSQN5HV9NUeopDTHztLLqH7c/PLLpSRC7xgZh+yTTTtpU5CSGooD1p5HBGsuWmyJTKaVfG7HnxuhW8otoojWGYhjFMw2iUxnR2vFMJzrI7iVEayRFent2yCE50sFmcbkzgXFNM1ifVR15msbjgZzM464vhtb4F3N+Y3kkt5HPZfktBTtzfmMBrfQs464vBz2Z03zub1YN+uoJzTTGcbkygg83mPUlXYPajNIJldy4FJt6Rv/69MlpnObtrubZL4ZXGUU67DCa/TLHlKmRxFbQHxAyEcjWVvDQlrWYc6sFmrYazdFdG9zyli12cgF0ZtxqlEfTTFbjFgK7rUYi2BuiaSgpnJAIqfaTqrC+GcXFLLeo3SmNI1vLkPJeCscIofk9dApcDx3GuKWYAp8q/p5XiODnXFMPlwHHcU5fIgTk/VUB+vHULyTTUWImtFuMy3N3oEa10QtOliiQG6JpOgkNeAHOLAfTTFYzSSJHHsGyq7n16F91Zustg/2RTJddM8lLTTNt+piboqrSaofN+qW5FNRu8rnte+MPRpmp4K52KDjars1PBK/w72V0IuviMn0KOk8/vYLN6MEjX8XBzFA964/BJE7qryh62H7GaJK70BXGxnd8LMzHXviwWFzrYLC62R3ClL4hYjX7yHEFg8EkTeNAbx8PNUQzSdQOY4z/5d3rYfkyxKIIuTjCop+OidCo62KzaqUhpyRc2sL5Wd9YnTaCaDRrcpchkyy0r7TQTdGPMSQiB1eIxngtFDoyV7nk9Gyl699xqcaOGDWGQruMADaUVjLV+b9513C3OI+hKpBGVGpQwCRReaRyxmqSqiV1iq4XF4lI5S843RTFA13T6ERuYw4+gK4GXek7giztPYkzcLJjCxR/f4kXTMXETX9x5Ei/1nEDQlZBJ13RIyFpcGKBrON8UVTlYLBYXSmy1GKIbeGhHHLGaJLzSuKF7TiE0Dbq4RKA+NIhdLSAfoCEM0nXUsKGiFX3Su+hKodDD9qcVCo3lSrFaPCCmXzLNtG1lKsTdeHK4m3critc9t2donu+jq7o7FRbBqWqTLlbwueF8H/Y2azUG6ToeaeasuG1sWpcjtAhO7KOr+HxHCK/uXcSKOynPzv4xs7Lnf285S3dhxc3n9z/fEcI+uqqrAy4IFG1sGqcbE3hETdKr83jtPEloYYdVksM6Nqzj2lOdCqUApmijF35v3XjWz/guRSZZnAlxN8SchBBYhApDyeFuBC2tZoN5CIq1vevKuNUojaRGQ/Sc67Le+dGyuMqFkhujd+a9c4sBhKu4Fvaw3CG3CE7sZHfhQS+XWAvQZdkPav/8GjaEc00xXOkL4p66hAylLjYBnF3tQiq60so4S6XYj2o2iGo2iEqxXx0TLLX7YLN60tAfxfWrgkBRw4ZwT10CV/qCONcU4/dWR0HKanEjQJdxrimGB5UkXe7QDtMwzshwd7cYMKjgZVNRfgvl3Del9NG13wej3jUj9pVSLEwnqjS+WKh00StATL9kmmnbylSSOOPJ4TK7FT5pIi1ALka3gh/0SvIwIuti6kkeFOhVut45Z8DOnyO2WFxqcq7A0LV3zjnb/BEphlf3LuLJds4UbHbNjX1OveIJPNkewat7F3FEiuliRxcEpsLnlSQ9v8/JDkeJN0MfXR80NlUEU6Rt3GLAsERB0z2UEzKlQOiTJvLQpbieLI6YgVCu5iSEQCBlBj0j5Tnxgo1bDKBRGkOjNAYX7TG4YKPtXbFZq1HPRnCAhnCAhnSTKwrEAWfpLozQsCpPZZxsox1lpZ2Yc/KRqnFxSy2yN0pjanKu15dYLC700xV8viOES3tWVdh8YZ+HLYNhu4UdxiSLIlHLWcxf7l3C14eO4q2JO/Dj6SG8PTeAn833Z6y35wbw4+khvDVxB74+dBQv9y7hibZNJGqTmGRRtLDD1ygFFPb7KXD0S3t4cb6fruh+Xr3iCTVJVxRrHCVejItbONcUw5wzIROqGrP/qL1ZlQscoWGOzNKBelTIgZX3rZ6NFIkwLtXActEe9Txyi4E8NLDs8llq+iXTTNtOpsqsGT3vdzOIabG6FQJxoNTuU4lCAnQ5DX6r7WAtsdVitziPxYoEjkgxzpSaxyqsMnP+sNw515ec2+EWAzhVl8RrfQtI1Cbhoj0Ffw7/PpYdLtqDRC2/16fqeEdBcyFITtJPNybwcHM07zPpgkBRzQZxRIphsYLDCXVB3eUxkgBdVgmvSu2+IhTlMrsU+RmxyZzzM2XWDDEnIQSEiJr33sfuBVl+r4YNwSuNo4YNFVfqU35PusVFtaOn7z3hvCpdYjAP41ZcZWKKRXGuKYYjMvGbQkaWrOX65wG6rCPZ4wXjOWcCL/cu4cn2iOzbCtXRtKu685MsirO+GL66bx4/OnI73gkG8NOZQXz7U1N4uXdJVdhQJOuGaRgDdA39dAX9dAUDdA3DNKxKgynKKi/3LuHbn5rCT2cG8U4wgB8duR1f3TePs74YJuXnVEiyXEGgaJKm8GR7BC/3LmHOmdBVQLZYXAjQZZxviiJZmyLvo/ZmHJFiONcUwxSL5qQqc+27kj6G1SUGdfGbKHGg0kXvFhd1xoHG7L/CnEk28LPU9EummbadTA6ELEU4nMxlLnOZ649tWUDMQChXM/2SucxlLnMZtky/ZJpp283MQMhc5jKXuQxbZiBkgJl+yVzmMpe5DFumXzLNtO1mTkIISqx1xs5kEgdKbLUop11olMbgkyZQKfbLWqmFnvXj8L86NowDNKTKP2mf88sk0jokxWRdzvzA8QTiQD0bwb0NfAY5QJc1w7Bs1mockTjpzgPeuKxrXnxIuzIb7KI96BVP4KSHz/l9dd88vj85ineCAby30YkPIn78arMdH0T8eD/UgfdDHRl/9t5GJ94JBvD9yVF8dd88nmjbxElPEr3iCXm2tFjMzNcuOzxsPx7wxnGlL4gjUkwz6ZsgMAToMh5pjuLeBlkyJ0/fTRAoKsV+HJKh7voIEPn7osiuHaAh1LHhIsiu8Vk/u60BlWI/fNIEGqUxlNMulNhqjVWsEJwosdaBmIFQriYn6CXGPP9PZEwuzux5CzuMERkqXSn26yJlVHzSsXIOvTbKJwkChZ/N4L6GBO6pS8AnTcAiOFFW2okVdxIX2jYxyaLyCIyWz2XYye7C5ztCeLZzA11iMG/wYkWu7VRdEt8ZuRPvBAN4vX8ec84EPGx/Gi8GPyMcJV54pXEckmI4kwZ3/8eVPRn+5sfTQ/jewTF8Z+ROfGv4ML41fBjfGbkT3zs4hh9PD2X4r39c2aPC2s/4YjgkxeCVxuU5Y6r+fovFBQ/bjzlnAq/3z+OdYADfGbkTp+qSOcijZfc8usQgnu3cwOc7QtjJ7tL8PEpstZhkUVxo28SKO4my0k5YBCd80gTuqUvgvgZOWGjUvqwU+zHFojhWrp+c1yI4USn2Y4CuYYSG0cIOF20W/ZOVJYw4n0pATL9kmmnbytLkbAzUXhRYBjlcozQGZ+mugs5aqQc6cYA5/OgSgxgTN9EtLnLmTo3JjSBQlNMujItbCLq4RnX+kg0bXLQHm9U8EBqmYc1SW44SL5YquITaZnUSoqM1T9eapROyuFAp9uNoWRxP+cP47vin8cv1XXg/1IEfHbkdr/fP4/HWLWxWJ3FI4mzALeww6tgwPGw/3GIAbjEAD9uPOjaMFnYYAbqMQ1IMm9Vce/f1fh5QvR/qwC/Xd+G745/GU/4wjpbFeQBcBKKy9HsgOlqxWc2fyVJFUp79y/4zbFYPhmkYF9o2sVmtcAjkZ//ZrB50sFkEXQmMi1sop12aAyzl3esWFzEmbqJLDOp693JffNbUWbpLLRgqCZpxZDwKWZwpZ2OAyQm6MXtZEBjstga4xQC80rhaoEmRwxX2LFBmz/vpCkZoGG1sWhfJqCBQuGgPxsUtLFbwJMgYn2RHOe3CZnUSD3rj6BVPwGpxw2atxkxZHE+0bWKhPCGT0GX/uyyCE/10BV/avYZnOze4HFcezgKL4ESTNIXzTVG8PTeA7x0cw+nGa5M57pOq2SCOlsVxac8qfnL0NnwQ8ePnS7341vBhXGjbxGplEkN0A03SFFy0R2Zor4bV4obF4oJFcPJlcan3qNTug4v2oEmawhDdwGol9+PfGj6Mny/14oOIHz85ehsu7VnF0bI4qtlgRrFAKbqcbkzgewfH8PbcAM43RdEkTeWFg0QgDnilcTzbuYEv7eZz9dp+jw3U3oyF8gSeaNvETFlcvUe94gk86I1jszqJctqleY/f6HfZrB742QwWK7hvctEeHe8xJ0VtY9MYoWH005WizaIrZHFKQ8srjcMtBuSGlpFkcaZfMs207WR5kLOxq+RwCnOyoj9ceGk17oTTu+ectVNrEMOJ4brEoMoiyrVE81NsKLHVYqE8gYvtERyRYjLTfPbXWmr3IVTFCcqiNUmNP2/cvbda3PBJE21U8G0AACAASURBVIjVJPHGbTP45fou/HypF1/dN4/P1CcwRDfgYfvTAmW7zv1hA5e74o7Ow/ZjiG7gM/UJfHXfPH6+1Itfru/CG7fNIFaThE+aKJr+qd3WgGgNfzahqqRmEh27rQFHpBgutkewUJ7Q3MHKftnBHH6VFbpLDOogjOPBVD0byeiiF75QYlMJjBSyOKVLYVzR0JSzMdAMhLhzIibl2StETKKjtUjkcCk95gyVA82d/JRPWqxI4KC4ZZBPssFua8CkTAqnMKpbLC50i4t4vHULoSol2dKWnA/RDbzYtYKL7RH4pAnD770gMLSxaVxsj+B/3LUf/334EGad8bSiID8H6tkIwlVJ/PXgn6g+6Svdy1j3JNHBZvO0N/g+FB2t6GCzWPck8ZXuZdU3/fXgnyBcpXTLeZykFDhnnXH89+FD+B937cfF9ogsr2p0ImmHT5rAxfYIXuxawRDd0Jykl9MuhKp4sbxbXFQ10hVm90kWlWOR3AtIzOHHQbkwpdc3pUuCjsjIyuJ00VN7QyGLU2Jm4/ahCXE3zbTtZgbL2fAuUomtVu1WeKVxuGhPGpy0cAefQByg9ma1g7dbnIfoaNV8HYrm+UxZHMfKFX3W/FRabVYPRmgYF9sjaQyr2d9/F+3BA944LgeOy1BqbZ33XJfF4kKTNIUHvHG8PTeA9zY68bWBOYSqeGLMr6eQDtAOm9UDnzSBUFUSXxuYw3sbnXh7bgAPeOO8K1FgmTmb1YMjUgyXA8fxgDeuuROuMB9fbI9gRAe6ItslCAw1bAjHyhOYUfRnNXZwBOKA6GjFbnFeRbBQe3NRzoISWy1ctEc9l9xigJ9LRmqim3I2RphBCbotoztVz0ZUKSPju1PZv1PO0l3oFU/kJPWZ7pPmnByCboRPslrcGKTrOOuLYaYsro4B+NkMzvpiiNVoV6SwCE4cLeM+6XRjQnNy/8n3lKKNTeOlnhN4JxjAl3avqV1/ZQ942H5sVifx5ugk3g914OtDRxGuSsIrjRfBJ6XOC5vVA680jnBVEl8fOor3Qx14c3QSm9VJmYmfn01KN/pLu9fwTjCAl3pOyIm6kQgQnmSfbkzgcuA4jpbFNZ73XCkmVpPEWV8MfjajwrdnyuI464thkK7LzyX398gnTWDOyX1THRvWgS7IlATtFU8UqYueifJplMZQz0auQfnk+r6YCbpppm03M1jOJiVrVMOGVFkjRfuzsE4wNdeV3r3T3jnlGpxDdAPLbq4vmy+NVmU+7+HmKMJVSVlTOfvfQ+3NeNAbx6t7FzHJooY4wmzvtd3WgDFxE1f6gvgg4sf3J0cRqkqihg0Vac7zJntCcKKGDSFUlcT3J0fxQcSPK318/MGY6n52y2pxY5JF8ereRTzojctw0ey/h7N0F8JVSTzcHNU1N5jt7ymx1WKQrmPZzaGe2rWVeXCZjmLJnP8s1LO3qxrHiuxjDRsyXBPdlLMxxAxM0Lk+c6XYf5P5zkLtP74HbdZqeKVxDMvdcxft0TV7nq4LPUjXDZGzEgQKnzSBe+W5cz7PzuWtTtXxs8YnTWi6bxbBiQM0hMuB47ivQdHGNk46TylIvz03gFf2LqVpe/Nn38Fm8bQ/jHfv7lKh4l5pvMjjTjd+phaLC15pXIXmv3t3F572h9HBZtVikqIZ/8reJbXIbKxcqg1lpZ24r4En6QdoSNP+FIgDPmkCDzdHcaouqcr9VYr9uKcugXsblGJSroUFjhRMfwe0jlwo+9NFe7CPrmKYhuWCTeG76DfiyagU+w3URDcTdNNM224mB0KlBhwAmYdM+qyncYeMtmtRdM+V+Vdd3XOLCz5pQu0i1rChPAV2dlSzQXymPoHzTVHNJGCOEi9CVUlcDhzHJIsWqCtsg81ajYPiFv7mjgm8H+rAi10reS1iGHntSvL5YtcK3g914G/umMBBcUt20Pm/dovFhUkWxeXAcYSqtM2kKySC55ui+Ex9AtVsEPkIKgTiQA0bUtEjPmlC895SuugKD0RxdNFTyVo6N4axyZoN/Cw1A6EczaAEPVWUuQ46alhRRsN7IFCUlXaquudtbFpX91wQGLzSeEb3MPcCHS/6rbiTOOOLqXPI1N6MoItreo+Jm9qSNYFhH13Fl7vvxv2NRifnVkyxKP7mjgn84M4RLLuT6rktCAwt7DCe6dzABxE/vnn7Ecw64zIPS/FJUrPZt6KjFbPOOL55+xF8EPHjmc4NtLDDahxls1Zj2Z3ED+4cwd/cMYEpFjXw9/Mk/f7GBL7cfTf20VVN+8siODEmbuJC2yaCroT6vvXTFZzxxbDi1t58uNn+SkeReKVxHe8B76K3sWlVF72stLMI3BR29X1LH8UxrrllJuimmbbdTA6EjIO335SMp8DBeDpLp/7Z89Qc7rI7iQBdzlOXlVeDlyo4m/kIDWtyNCW2Wiy7+VzzESlWkM651eLGKI3gGwem8X6oA4+3bul0kMVfSsD7eOsW3g914BsHuLMu1H08IsXwWt8Clt1JTTPlgsAwQsN4om0TSxVJXR2ET14cHRGgy1h26+VfyJxFz2StLmzR7uZkPMbB3IkZCOVqBiTo18PbM8atiqQmUs9GcICGMEQ3dL4DnNxqWOaG6Kcrhvgkm7UaozSCc00paLvV4sYBGsLjrVtYdic1oXwE4sBucR5f2r2GJ9o2DUnIlPvIP8uKd4IBPN66paqTKEXLp/xhvLfRiW8NH8YQ3SiCcoSxe2aIbuBbw4fx3kYnnvKH04r3XB3k8dYtvBMMgBCr4ff5ibZNfGn3GnaL85piOGpvxrKbz6MfoCFYLW4V6n6uKYZRGtGsZHKja7TbGtBPV7BUkcQwDesgW0zFikN0AwdoSGesmPv9VsZDlTEsY2HuZoJummnbzQyUs8msACrw9uKQ8fCqaAs7jFEaQa94QldV1CI40cIOY6E8gSN5lFWzWFw4QEO40LaJZbdCHJbdz1otbhwti+O1vgVsVifzPnOuBF4KlP2LO0/yyv4tIWeW+3drYYfxxZ0nVei71sBEz7JZPdis5gWWo2VxTYWBUrsPy7Ls0QEaygtyQpG2OSLFsCBL22ieRZe7h73iCYzSCFrYYV3dw9xWioxHgbkb31E15WwMMEMSdIvgvCG83WpxF54DQaAqF8MojaBLDOpCkSiz58dkn5SaU87h2ogDTdIU7m9MIFGbRDUbVGd8H9oRx/2NnHcl+/fDBp80gWc6N/CMzNZuCEJPoAjQZXx96CgIsWKEhtUCh6PEi/saEnj37i61o5x7AnjrLJu1WkUMvHt3F+5rUPhp+D4foWEQYsXXh47KkqxGxCk2eKVx9TlyYr9sn6MdNWwI9zcm8NCOuMqRUM0GkahN4v7GBJqkqZzfQ4Vf4IgUw7HyhK5ZdAVt2SUGMUojKa6iAnfRBeLIIFhOh7nnXsw2E3TTTNtuZpicjQJvd5buyjhciqF9LghMnSsapRGZnVN791x0tGJc3MJSRRI72V15qqra4Wcz6syWFsIwQWBq9zVUpa37qn3ZUCn242l/GB9E/HiyPZI3WHXxFx83eLI9gg8ifjztD6NS7M/Ds0+tElutyrx/RIppQCJwYkBlRtTPZvLwTHgnZye7C0sVSYyLWzrgovwzGqUxjNKIOn9bWMRFpia6krQ5S3cZPJNsBkI5mgEJeibngAJvL472OedhqGFDapdOn5pBig9lsSKB3eK8AeM4XP4xVMUl1TrYLCyCE6KjFYlafqbwGehskxUb3GIAz8i62o3SGIw4j0RHK841xfBOMICHm6Pq77Ja3Jgpi+MnR2/Dm6OTPGkvMOlnIZfF4sIIDePN0Un85OhtmFELunwPPNwcxTvBAM41xeQzOtffaUejNIbPd4TwTOeGTBCYbXxC0cFm8XBzFIlaLvVqEZzoYLN40BtHqMoI+VcO998tzmOxIqGbJyVd7WeIbqCGDRVB6SWlia7A3I3jcDITdNNM225mUIJ+Y61Z4wPf7ByKzVoNnzSBERlOy5k5tXfPvdI4FisSmGRRrgNt+Pfg0PZYTRKPaA6EeGL/yt4l3N+YMMgZ3+ReWFyYKeNEPN+fHEWveKIo+sGFXoJA0SuewPcnR/H23ABmyuJ5Df5ERyvub0zglb1LmhJtJRB6pDmKWI126basfgdxoJx2YZJFsVjB5/30dNGdpbswQNcwQsMyq39hCXnSC4n505w1A6EcLccE3aay9l87zlAceLsdpXYfOthsJqJLR/e8URrDnDOBKRblBa4cfZJCOnauKYZDsqSnAm1/om0TkyyqCZVVavfhM/UJvNi1YhD6yIZGaQyXA8fx4+khHJFi6rlTw4Zwac8q3g914HxTVBPyLPdlu8kqzO8vtftwvimK90MduLRnVUY48D1yRIrhx9NDuBw4LhdIcpz1llFzL3at4DP1CU332Wb1YJJF8YSM8LJa3LDbGnBIiuFcUyyN1C+363PRHkyxKOacCTRKY7q66OkIrw42K3/PwhIbX6uCpIyJplSQ9D5LM0E3zbTtZoaR8VwLby+W1mw6lHZM3EQHm5U7y1qugXcqDtDQNd1zY6/VIjgxQNdwsT2CQ5ok0WzwMK6JeqFtU1NVW896ToZ8G1eVv/F3EgSmBtVtbBpDdANHy+JYqkjipIevpYokjpbFMUQ30MamU84rjySESvfmg4gfz+08mbf7rHSfLrRt4mJ7RJ6tzO472aweHJL10Qfpug5m6Ox+h9JFP0BDOjoVdpTYatHBZjEmbuoePcltZWrOGg9zNwMhAyz3BF1gKLX74GH7M5AShVcT4UindL3lVGFK23mVzlrdJQYN6J7bUSn2I1aTRKI2xbhdz0bwgDeOWI02Mi+rxY2F8gSu9AU186jc7Ppa2GH87acP4q8H/wRtbBrKrDkhVrw9N4A3RyfRT1fydIakzgql4B+uSuJ8UxRf3HkSL/cu4fX+ebzeP4+Xe5fwxZ0ncb6JK7AozzmfMZAgUPTTFbw5Oom35wb4n8mz6W1sGn89+Cf4208fRAs7nPPvV/hOrvQFsVCe0DCGxWfZYzVJPOCNqzrvHrYfidokYjVJGZ2Wy/XxLnqXGLxG1UD7ZyjPeR9dhVsMFIFThyN/0pGoHrafj8PkFOOYfsk007abGZKgXysR4ZMm0uDthWRvT0EJD9AQDtBQmsxX9p+Tj07FjQ7iajaI040JnKpLatKGLbX7cG8D77Qa4Xxvdn38s6344dSnMEjXDQ2CBOJQ2VOTtUm83j+PX6ztxoefY7j6BTs++nM7PvxsGX57bz1+tdmOX6ztxi/WduNXm+347b31+PCzZfjoz+24+gU7Pvwcwy/WduP1/nkka5MqO7KRz0wQKAbpOn449SkQYs37fX9l7xLubdDSreAatqfqkjjdmB9WdyM6FYrMXfr7WVgoYQrtUyn2wydNGCy9ZQZCBliOfoknVuns7WrBuAjwdpvVkxH46x3tqGPDmHXGMeuM8+Qhx72qKHCcb4piH12FxeKCo8SLoCuBx1u3NCG6lPPxlb1LOFWXzJlgUyAO7KOreGviDjy/a131jzarB9GaJAix4tGWLYMLxhx918IOI1yVxBu3zeDXp3ZwP/OMHX8458I/ruzBWxN34GsDc3iph+uSf2n3Gl7qOYGvDczhrYk78I8re/CHcy5cfYb7sV+f2oE3bptBuCqJFnbYcNSQ6GjFoy1bIMSKaE1SHcUrp114ftc63pq4gzOx57hfrBY3TtUl8creJU3xgILwerx1C0EXn523WFzYR1dxvimappyS235xiwH1/ahjw9o/I200MlVIKzxZnDJikn52MYc/x0KP6ZdMM227mWFsuemwHK80XiT29hSUUOnQMYdf8zU4Sryq9jPvVBh/SJfYajHnTOCJNi4Bl62zs1hcmHVyUrhZZzwvnQNBoJhiUfzD4l4QYtVUPPikz61mgwhVJfHm6CRPxp+x4927u/Dl7rsRrkpiH11V9altVg8sghOCwCAIVF4MFsEJm9WDUrsPNWwI++gqwlVJfLn7brx7dxeuPsOT9jdHJxGqUkiPjCHN4ffCin9Y3IspFs3b/U9/xtlCAAWBoksM4om2Tcw5E3ngJOABcpcYxLKbdyq0SMMRwgMp5vBnIFwKDSVMZ3NXzivj4M9mIGSA5eSXlIJxOnt70fhQiAPU3qxKq3WwWV1M04RYVbZqI2QsBeKAVxrHfQ0JRGtS88Hd4iIea9nCamVSQ9JkQz0bwXM7T+JC26bMo5LDPRMoxsUt/HRmEM/tPKmy1JeVduK5nSfxy/Vd8r8zorvJWfEPSTF8dd88fn/GjavP2vFBxI/nd61joTyBNjYN5vDzAp5A5Wd3M4i7XVYP8IA5/Ghj01goT+D5Xev4IOLH1Wft+P0ZN766bx6HpJiOvXCze8bvxS/Xd+G5nSdVSTu7rQHP7TyJn84MYlzcytlfuWgPLrRt4rmdJ1HPRrLegzZrNVYrk3isZQvd4qKahEZrkrivQZZIyylWTMmmKuoG6e+Olr2gjKJ0i4ug9uYiyIFez5PC4+lcCsimXzLNtO1mhrHlpsPb69lIkeDtHEqozLh6pXFdyXU9G8GcM4FZZzwv3XNBoOgWF/F46xZW3NkzrwsCxRDdwOXAcYSrtARQ2a9Suw8X2yN4P9SBk56kId+1no3gkeYo70Y8ZcfffvogQlVJ1LORPHRPOYqino0gVJXE3376ID56incxHmmW9eUNSKpPepJ4P9SBi+2RvMw+2qzVCMu69kN0I+trtlk9WJHlbbrFRcMLCEoXfdbJtWd5kKbt+disHnilcZUjovBQwhR0VUH8ZMLczQS9yJaDX/p4IsBCz5RaLC542H6VfKqaDWomh1PejZmyVHcw12SG2puxWJHAGV+Mz4oLDJViP+5tSOBBr9KBzO4anaW78EhzFM/vWs955tlicSFclcQ7wQAStUl1JKFXPIEfHbkd37z9iMwKn9tzcZR4caw8gb87NIyrz9rx86VePOiNo41N55EXg3fo29g0HvTG8fOlXlx91o6/O8RZ+RVW9lx+h1caxzdvP4IfHbkdveIJKJDpRC2/p+GqZI4z35wT4Pld63ikOapK3mXzc3VsGA9647i3ISEr4jDsFudxxhfDYkUiZ5lQgThUlMlMWRzp706212ixuFDNBlUyRw/br4PM0Yh9YjThsumXTDNtu5lhbLllpZ0Z0kWOEm/B4e0KlFA/SzS/1n10Ve0Q5j7nd/3vcJbuQrKWz7JpkaCpYUNqlyJ7x5j9KqddeGXvEt4JBjBMwzkFgcrM2nfHP42rX7Dj7xf6EKpK6kI05LKUjm2oKom/X+jD1S/Y8d3xT+c8IykQB4ZpGO8EA3hl75LaWTdyOUt3qd0KhQQom/3llcZxvimKZK22GdJsP99mrVYRJvvoqvrnWvZGuspC4aGEHObuKPFmSEIqElwmW27RLQe/ZFeZkK+Dtxch0C6x1aJJmlI7ctrPP5uKhFG4H3IlgRQEhi4xiDO+GIKuhIpWmpLJvEZpRANqh2HFzQuJwzScU0FQEKianIeqkionxLi4hXdPdOPSnlUwhz+n9545/HisZQt/OOfC789W4Gl/GG1sugizxvzetbFpPO0P4/dnK/CHcy481rIlf0f9z5c5/Li0ZxXvnujGuLgF5Z0IVaWS9Fyf0zAN43LgOFbcyazvncXiwiiN4Im2TVkGj6Pggi5eKOJIwlyeAyfdVbiDCLFqRpoo8YKCeGmSpnRwGOW6bBk8KcoZllKg0HMtpl8yzbTtZjkn6Apc1EV7MthyCw1vV7Qsu8VFFTqrFT6mOC1F79krjRvegbQITgzTMJ5o28QhKZb1rJ7V4sY9dQm83LuEnewuwx2G6GjF14eO4odTn5LJePQFCILAMEQ38HeHhvHRU3a82LXCddKLEADd6Npa2GG82LWCj57inQvendZ7bTa0sWn8cOpT+PrQ0TwQ6Nmxk92Fl3uXcE9d9sQ8Vosbh6QYnmjbxLCqFWzkfaTwSuNYkLWYlT/T8r0UKOGYuIlucVGXJnRO30E+t9LZcl20x4BzywyEDDDdfknREmYOfwbJUuELxpmEpfrJ4ewqZHyhnGtH5/o+M4cfq5VJtWOsEMOd8cVwqk5LUY/rnb+ydwmxmtwQXQJx4KC4hXeCAZz0pJLzIbqB9zY68WjLVg4jOzwxP98UxYefY/j5Ui+OlSdU6Hyh9sPHXZ/d1oBj5Qn8fKkXH36O4XxTNKdEvcRWi0dbtvDeRieG6AaUJP2khyfpB8WtnM45m7UasRo+j569PjpvTpyqS+KML6YSximIgtXKZI4FGB5fNUlTWChPgBCr/O5olQNNkcUVh8g0VUBOJ7lU5Nb0PTfTL5lm2nYzA9hyqXqQ+KQJVV6t0Gy5SlduiG5gmIZRx4Y1w6cVqPlSRRKjNGKARuf196tS7Mf9jQk84I1r0Na2o0sM4rW+BSyUJwxPuMpKO3E5cBzfGblTQ6f2mvsvS7G8NXEHrj5jx6U9q3JX+VbUSbejnHbh0p5VXH3Gjrcm7shJEqiGDeE7I3ficuC4PPtn3LVaBCcWyhN4rW8BXWIwy/vJ99kD3jjub0zkQcOdayeP0ojaqdCmcsDHEOrYMIZpGEN0owia6Cm23EZpDD5pIi2Ry2VO2QyEDDCdfskmz/9Wq/JqGYWXAgfZ6XDZAbqGSrFfF6kil1y0Ylzcks8X/WeqQBzoFhdx1hfDnDOhyqrNORO40LYpM6Jn9x46Srw43ZjAM50bOZ4xdgzQNfx0ZhCxmlRyPkzDePfuLtzfqIU1PHPZrNVI1ibxh/NOfBDxY85pvP80clkEJ+acCXwQ8eMP551I1uovfFgtbtzfmMC7d3dhmIahJOmxmiR+OjOIAbqWw17iPuaZzg2cbkxkzUUiCAz9dAUXZJ4URXZtzpnAWV+Mj2XlVCC1o6y0U0YOWOFnM7reuUqxHwN0TfdYSq5LOceUxpcit5Y6x7Rei+mXTDNtu1nubLlpjJPp8mqFh7fzqueYuIkAXdZR9bSrsPHFCk4MY7TmtUVw4mhZHE+0bcosqNkFQi7ag6f8YTy0I66ZlOuTVjUbxJujk/jm7UfkGTDt975S7MdbE3fgoyftONcUK7AebW6r1O7DuaYYPnqSJ+p6A01qb8Y3bz+CN0cnZQZ1467RUeLFQzvieMofzpqASRAYBuk6nmjbxNGyuOFBqcXiQhubxmIF71Twd0cbWqWstBMBuowxcVO39JT+xbsUNzq7cpNbMwMhAyyHBJ13npT58zo2rHaeClss5CgRP5vBKI1gJ7tLB0qEQ3ZHaQSEWNHBZnNkR+efF65K4v7GhNrBrGcjeFQmhsvWv1gEJ2bK4rjSF0S3uJjDveXJ+dtzAzjji3FCUOLAnDOB90MduKcuoSthEwSKSRbFH8478Q+Lew1XIcn3Uljx/2FxL/5w3olJnYSkAnHgnjp+L+ec/F4KAsMZXwxvzw3kmKTb0S0u4kpfEDMafIyjxIvVyiQebdnK2IP3NyYQrkrmPMJhtbjRwWZBiBWjNKL58xQ05k52F0ZpBH42YxiZn5Z7qyCB6tiwOoeuHwlk+iXTTNtulnOCnq7ZaFwXSrsTovZmdIlBjNII2ti05rkhQWBokqZAiBVTLJqH7q8NLtqDs74YkrXZQ7ksFheW3Ulc6QvK12fcPS2nXfjm7Ufw7U9NyYmptp+3CE6sVibxL/+J4msDc5p0u2+txXXlvzYwh3/5TxSrlUldCa1bDODbn5rCN28/YvBMug1N0hSu9HH29GwLR8zhR7I2ibO+mJzYG/lsOAphikVBiBVN0pTGDjifz21j0xilEXSJwQIz5l6P/jFGK9sMhAwwnX6Jk/8phKVeadxA8j9tSxAYnKW7EKDLGKFhNEpjmnkWBIHCw/bjmAzXzVVaTRAo2tg0zjXFcESKocRWC5u1GkfL4ni0ZQt+NpPl53OisEt7VvGAN55T0cAnTeB7B8fwbOeGDDm346DIodn3NejrdpeVduJKXxBXn7Fjszp3ybdiLqvFjc3qJK4+Y8eVvqAuhJZFcOK+hgTe2+jEQXkm3W5rwLOdG/jewTEZoq7/+h7wxnFpz2rWBIECccDPZvBoyxaOlsVhs1ajxFaLI1IM55pi8thFDjPysuQaIVYcK0/Aw/Zr/DzOZ9QojWGEhhGgy3CW7iowwiuTfDnjLNNFvmz6JdNM226WG1vuNXOcXmncoDlO7Q7ILQYwSNdxgIbSIElaDmROfEWIFQG6bHg3L332fB9dzdJh2NDCDuOlnhM4VacvabzZKrX7cKUviO9PjuqCtTtLd+GN22bw0UUHQjmSztwqSxAoQlVJfHTRgTdum9FFxFfDhvD9yVFc6QsaiiSwCE6cqkvipZ4TsgZ7FoGQQLGPruZpFp2/MwG6DEKsuggVFQjwARrCIF2HWwwUFH6azp+RLreWOr9MttwimS6/pMirKYSlyvMsvLwaH+GoYUMqe7sewlKb1YOd7C51jCTXmWkFSny6UeFXYahjwzjji2HFnZQ//5M/R4GNf6V7WT6L9F1PWWknXu+fx38duEude++nK3j37i483BzVgWCz4wAN4Xd/VoefzffnxKVyay3OdfKz+X787s/qcICGoDVBs1hceLg5infv7pIlyPg8+H8duAuv98/nNJrVwg7jK93LmuD4dlsDVtx8Fr2ODUMQGLzSOE43JtTRi1zul/LzSxVJ7GR36SiOpUYmD9AQathQHhRnPv47KGoUSnytEJnqk1sz/ZJppm03y1HOhsFua8joQBnDhKztOtJlm1R4u6YDjMPbj8rSHEZJcaVfo7N0Fz5Tn8Cpuuy75yW2WtzXkMALe1Z0yFl9vPN52h/Gz+b7dQRYPIj63Z/V4SdHb9Okhbo9Ftf0/cnR2/C7P6tTgxktn9HCDuNn8/142p8bU/y1q56N4IU9K7i/MXuNc+bw41RdEp+pTxjO6K5I6BFixdGyuHaYO3GoMPdcZBH1OwhqhgAAIABJREFUr5QCRToCiCd0ekd0zEDIANPhl3hAW2KrvfHcZkG1jHmHUkGH9Ion5GKdFp9oB3P4MUojKuFVLsUrRff8dGNCJUizWT04JMVwoY2TqmZ3jzis+dW9i1jRgOa57noEhkdbtvDDqU+pyDBn6S785OhteH7Xuua5a0GgeNAbx9Uv2PF461ZeJEiLvWzWajzeuoWrX7DjQW9cc4xis1bj+V3r+MnR21Rf0CRN4YdTn8KjLVu6fZXF4sKKO4lX9y5mPe4gEAc62CwuyGS5NqtHJcpTC0g5vLPKu7JQnsAojcgxl7b3r9TuQ694QkVlKgiPQj1vpYB8LZ9Gia1WR8HR9EummUYIIcOEkL8khLxL+Asxc83fPy//efr66jX/xk0I+T8JIb8lhPyaEPIFQoh0zb/pJoT8N0LIh4SQdwgh9+m41pzlbKi9OWOGs9BwQmVeaLc4jzFxU9dBahGc8Erj6jwtJ4cz7iAWBIYBuqZx9tyOfrqCK31BLJQnDEz07DhaFsd7G50yYkAbo/BBcQtXn7XjKX9YIzHY9lo2qwdP+cO4+qxdhQVm//M2DNJ1vLfRKRd9jNlLgsCwUJ7Alb6gXDjIIhBKm0UfoGsGw/TsKnP9YgUPqrQlEalEZkzcxG5xvsBs7rZPOMP+6ORstotv0pmg3xrz5+ns7aM0ghZ2WFcHT9F0PigTXuXyHWxWDyZZFOeaYhzKLjB42H484I3jnrrsSb4cJV6c9cXwxZ0ndY1FKc9qkK6rbOKKPvilPat447YZzWoYVosbT7ZH8OHnmI6zerst7o8+/BzDk+0RzfB90dGKN26bwaU9q6reu8Kerz0eSK1KsR9f3HkSZ30xTXvpnjpOmMth6Ax+NoNzTTFMyjJsudwnQqw4KG5h1hlXu/Ra9qjN6kELO6wW2QrP5m7kHPot7ZdMM61gdich5D8SQv6E3DwIep0QUpu2Kq75N68TQr5LCBkghBwghPyEEPJC2t87CSG/IIRcIoTsJoQECSG/J4SENV5rTgm60n1SWJArxf6CwwkVKNIAXcMIDeuCt9ttDRigayqU0FhyOBvKSjtxT10CD3rjWXfPmcOPJ9o2cbE9krP0SPq1DNENvB/qkFlOtcGRn2yP4KM/t8vEMn9MXfOb368BuoaP/tyOJ9uz1wZWfnZc3ML7oQ5Z5saY+8Ucflxs51qyWvbSg3IgzqGMBo5uyPdkqSKJAbqmGYarwNxHaBgDdK3AbO4pGGGl2K+qUOSGArqlA6Ht4pt0+KUbz5+ntIMLd16ls7crLNBak4MSWy0CdBlLFUm5K5nLNdlRzQZxb0MCm9WchMtqceOguJUq3GXZPR8Xt/Ba3wJGaUR3Ia2ejeAHd46oetwWwYnHWrbws/l+zWNFLtqDt+cG8Iu13YYraNzKq6y0E79Y24235wayJg5VlrN0F34234/HWrZgEZyq/vwP7hzRjdQTiAOjNILX+hZU7fVsfkZpXBwUt2C1uFFq92GzOol7GxIy2WpuxZZucRFLFUkE6LJ2TXSBXfceG00c/PGLF5BL7T4D5tBvab9kmmlFMZAbB0H/18f8zE755/rT/mySEPJvhJB6+f+3CCH/RAixp/2bRwgh/5/G69PPlpsGvyne/DmvctazEYzQMAbpuuYqp0AccNEeHJJimJEh7kZevyBQ9IonVDbtbLvnSiA0TMOGXY+H7cePp4fw+Y6Qpntks3rwUs8JfPjZMnXm+N/TCtBlfPjZMrzUc0JTVV8QKD7fEcKPp4dkAj0D9hNxYJiGtQVCAlPVA3rFE4Z2AZS9OVMWxyGJk9Fp2a9Kt3GQrmOEhlHPRgoKc7/RHHomLPqPli0X5Nb1TZr9kqJ/nj5/XoyCsZJcN0lTOY9cHRS3EHQlUMeGc7omi8WFAzSE801RlYvCRXtwX0MC9zUksia0tNsacLE9gsdatnQqfnCY9V/sXsM3DqSIXGedcXwQ8avSWNmuajaIDyJ+fH9yVHPX/Y9hiY5WvDVxBz6I+DUrh4yLW/gg4seskyO8Smy1+MaBafzF7jXd4wHU3ozHWrbwZHsk6xnyctql7kMX7VG5es43RXGAhnJOiOvYMIKuBA6KWzmPYDVJU5qT/NxWZgE5fQ5dux76tvFLpplWMAO5cRD0a0LIe4SQHxFC/pwQUpn29+uEkH++5mdshJB/JbzzQQgh/5lcH0iNyr/v2o5HujkIf0GV1UBy0JtVCCyKN3+ekrIZEzfRLS5qlsOwCE40SVMIuhKyVqjV0APYbmvAuieJR5qj8ErjWX223daAJ9sjeLxVfyB07bJZPXhhzwq+O/5pzZ2G1/oW8L/+Q5XKcv/vcTVJU/hf/6EKr/UtaPq5stJOfHf803hhz4phIwHU3ozHW7UEQjZ4pXE80hzFuid7MqjsFt/PwzSMoCuBJmlKM8zdUeJFt7iIMXGzCJI218+h50Ystm0CIZBbxzfl7JdupH9erPlz0dGqKoqk9rO2zl2jNIZj5QkckmI5IqhsYA4/TnqSuK8hgRo2BIvgxD66igttm5hk2ZKx2dErnsCVvqAukjLlM46VJ/D3C33YR1ehsMG/EwzgoR3aZ6r/OcGlLY09z7bXstsa8M3bj+CfE9riBEGgeGhHHO8EAyr7+j66ir9f6JNVA/Q93wM0hCt9QfSKJ7L6DIvFhUkWxQWZPNciOFHDhnBfQwInPQpfj/54jDn8OCTFcKw8gUZpTDOSJV0qsUsMGj7++InP6QZz6Jl66Nl+1rbxS6aZVjADuT4IChJCpgkhXfLf/ZAQ8v8QQqzy358mPDi61t4jvDtBCCH/NyHkmWv+fpf8+3Z+zPWcIdfPGEJPgp4OvfFJE6hjwwZoCGs8vNK0lJVZP21Mmxzevo+uYtnN2T6NvUa7jsTIji4xqHbPjbmXdixVJPF+qEN2nNnfX0Ks+J+nq2Unnv9neiuvRmkM//N0dca9yWb1iifwfqhDHqEw5nkqXfQuMZjVZ5bYaq8pFBn7ju5kd2HZncQ+uqoR5s4Zr5VZP7XjWLBZP86lITpaUceG4ZMmcoRGb5tACOTW8U1nSE5+KUVYqjAeF6dgzM8FZeRqWJZX0zYnzNURFGguV0fQX9gTiANtbBoP7Yir5HCldh9OepI43xTNmuSzxFaL040JXGjb1F009rD9+P7kqKp3brNW49W9i/jGgWlNihfKjPM3DkwXkQzOBkLsXFecOOQ9VpyxL5u1Gt84MJ1xb7JZpXYfvnFgGq/uXZQTPq6P/v3JUd2IL6V4fDprIlNOynq+KYqTHj5+oZDFPbQjziXXciiw2aweDNJ1dVREq9KI1eJGozSG4YwRrMLPoSsF5ExlCi1z6NvGL5lmWsEM5Pog6Fprkf/dmPz/+UzQDeqg83m/9KA2pX+ul/1Y+0qXaVLk1bRUSAXiQDntwiEphoXyRA6kNzc/3GfK4rjQxgmwsnE0JbZanPHF8EhzVJOz/bjVwWbxy/VdWK3MPkEUBIon2yMgxGqwpvf2Xsq9eLI9osFR27FamcQv13ehg80ach2OEi8eaY7ijC+WVSAkEAd2i/O40LaJmbLctItvtCrFfizIHb9y2qUR5s6ue48LN+uXIhdT1CjUYuMft94syK3jm3L0S6mCsYftV6GguZH96dtLFovrBgG9lq6dHWWlnRiX4e1N0lROCYHNWo2ZsjjO+GKcqV1gaGGH8WgL//zsElzO3H45cFwmEtN+P60WN57beRJv3DYjJ/h23FOXwM+XejXNPZfafXh7bgCE5MZqn+0SiENl03/aH8b7oQ5c/S9O/P4Hd+A3v9jAb351iq9fbOD3P7gDV/+LE++HOvC0P6yyhxcCwaHci7fnBjQVO+rZCH6+1It76njXnNqb8cZtM3hu50mdPsKOQbqOy4HjWTO626zVCLoSeLRlS9ZAZ+hgszjj42OHuRRhBIGqCMlxcUtGD2qAuadxHCkFN+4XCqc0ohCZKqM7HrZfRwF52/gl00wrmIF8chBECCHvE0Ii8n/nE+J+reVAEmcuc5nLXObKXNsmEAK5dX2T6ZfMZS5zmcuwtW38kmmmFcxAPjkIaiScZGda/n+FiKcv7d8cJDcm4ilJ+zcPk4KRxJnLXOYyl7muX9smEAK5dX2T6ZfMZS5zmcuwtW38kmmm5dUkQkivvEAI+d/l/94h/91jhJD/jRDSRDh08G8IIT8mHOan2OuEkP+XELKfEDIk/326lE054VI2/5lwKZsFQsj/IgWVWTOXucxlLnNlrls6ENouvsn0S+Yyl7nMZdi6pf2SaaYVzEbIDQlvyPOEEEoI+SvCZ/Y+IoT8jBDyfxBCaq75DDfhQc/vCCG/IYR8kfAAKt26CSH/jRDyISHkHwghf6bjWnUEQnxmM50groYNpRHEFU7/3MP2Y4hupOZWNcykCcQBD9uPmbI4Zp1xmRTFuFlF0dGKh3bEkahNZjUTJhAHDkkxXOkLysRfuV6DDTNlcby30Zn1DLnF4sKbo5N4a+IOw2eU9Vy/IDCU2GrBHH64xQDcYgDM4UeJrbagXAc3W1aLG29N3IE3Ryeznpkup114b6NTlvTL/fp3i/O40hfEISmW1axjqd2HRG0SD+2IGyxNZIeH7cesM46ZMv4+aZm9tAhOdQ59iG7wny+gHrpCFFfDhjKI4rTvs1s6EBoh28M3afBLmYoiCkGcs3RXgQni+B7ysP3q/LlbDGiePy+nXZhiURwr5/Jq+ufPbRAdrThVl0S0Jomy0k5YLC6MUi6T1sams7o3zOHH0/4wzvhiumaBrRY3vrR7TebsYLAITrywZwVv3DaT9b1x0R78/mwFzvhiBj9PTrZ59SUX/uVCKQ7Q0CeeWYJAUWKrhYv2oEmaQpfI/XWTNAUX7ZF908c/M4E4cICG8C8XSnH1JZeBZLCp73XGF8Pvz1bALQay+hlBYHjjthm8sGdF1kZneLI9gi/tXtMVC9is1Tjji+FpfzhLFQI72tg0HmvZwiiNwGJxoay0E9GaJE7VJWVfpc9fCgJFHRvGsfIEplhUjoe0zaG7xYA6h+5h+wsa6ypEcc7SXTcgistWaeSW9kummWbaDUxHgp4iiFOC2cITxHEyHq80jlEawT66CmfpLk3BjMXiQhubxmJFAqM0IhPXGHXtdvjZDC62RzBCw1kFItTejIvtETzSHDVENqastBM/nRnE/Y2JLL+XDY+3buG3f9pYFE1ZQWBoY9N4yh/GH8478dvfncW//tsl/OZXp/Dhd/px9S9rcfUva/Hhd/rxm1+dwr/+2yX89ndn8YfzTjzlD6vkMoW+btHRit/+aSMeb93K+j7f35jAT2cGNcvd3WjZbQ14pDmKi+2RrNiVBYFhhIZxsZ1LQBkXGNpA7c0YpREsViTQxqY1Eb0JAoWzdBf20VWM0gi80ngByXiuJ4pTi46aieLMQMgA05igs+sI4pjDX3CCOJvVo/qkbnERoqNVI1kihVcax0I5123WSmiV8VnEgSZpCueaYhgXt2C1uEHtzUjUJpGsTWbJxM5ls17rW9BJDmfDEN3AO8GArOVuwwgN44OIH7vF+azvyU+O3oavDcwZer7XsWF8+NkyXH2tXk6Qb3TOcJWXQ1IM3zs4hg+/vZf7pH/6U1z9qx348BEJvz61A78+xf/76l/twG/+6U/xr/92CR9+ey++d3AMh6TYx6ha2HiB4LV6fPjZspz17jPvG8PXBubwk6O3ZR0X7Rbn8UHEjxH5ftSxYbwTDGCIbtzk+j9+7wzSdbzWt5C1LB+1NyNZm0RC3p9Wy//P3rvHtnGdaeOc4WjIM4eiKIqmJEs0dTOtu21KlqLIVSUTsrxSbCvyRYxkRZItURRvMHLppl8Qw4ahNAsjQYwg6QZpixQxEuy62DRBjOzXRRsUi2IbtPkj2f0abJO2Qe5FLo2dxHWlNM/vj5mhSCm2znDGdJzfvMD7RxyKl5kz57yX530eN/qleZysistkiTmT7cnEizuleYwWJeFz9GuKFTmLDZKtFq3SWPpskpUV8ksUR22BVURx7DG3eS6ZZtr1Zjkl6Ct1g0ukdh26wbm4LEWj6p+3SGGlS80eQBQIZWl5tS3SIcM0qi0WOfkfcshM7GwyNgIa6H481xbGII0ZwPoqIupN4a1wkLl7XiK1Y+mHYoYWfD5cgItsxgtdN+P8Bwmcf38Grw93YaokhRKpHYLVo6wpVcJGkbbhCASrByVSO6ZKUnh9uEtm1P0ggRe6boaLbM7TOpS9h0Sw9EORWQWgiLTgrXAQUa9+2TXOYsMgjeG5trAiE7j2WltPe3FfdQxDjrihbOmC1YMt0qG03BqbzM7ymrWLfrRIYYSkKDbREc2SOHrWodqFLZHa4XcM6JDpMgMhA0xTgq6yHHtpF3yOfpTSbhCxOs8oGzFLMzlAh5XEjH3t8LwLLVIY48UpdJJpjXKFK96Lc6KXyJ1vtXjpc/Tj3uoYBmmMCW0mWD34TkUSP2g4Aqe9UfN3sPJuPNUyiZ9sPpTes3/euQ9nmqeYk+1dNIa/LjgNVBIRMLsuhfMfHcVTLZNfuf+pihd/SVZj8e+PY+kZL55omkY7mVwjzlneR9rJJJ5omsbSM14s/v1x/CVZfVklF5534amWSZz/6Chm16UMW7NFpAV/XXBiF40xvZ7jKM40T+HnnfvSZ+9PNh/CUy2TOXXRnfZG/KDhCL5TkWSKr3jOiUEaw72KFKhatD/uj6OXRHSw9suFlk4yjfHiFFqksMZzT4QoVGQ927LCTv6KfxxHQcRqlNJu+Bz98NKuDJUKM0E3zbRvomlO0DmLDYLVgyLSgkpHCD5HP1xks6yjmQc5EXXDtIt+tEpjCElR1NE9SjLArr0s2WrRL81jrFiVsjGuOq92Kpjh7RzFYU8KZ1snUEq7dX++ZKvF7/d0K93ztQ8RjiP4WccBnG2dyNM9FFDlGMSHcwF88eUZ/LpnSAkic5cT4jiCOroHv+4ZwhdfnsGHcwFUOQY1rIncnbPYcLZ1Aj/rOMD4G0TcVZnE7/d0G4JWKKXdONs6gcOeFNM6VmHuSeZOGus9oKhyDGKsWJa00QZLFFAglKGO7kFIiqJVGtNcdNN7DwWrFy6yGT5HPyodIRSRFjlQ1fRMmIGQAabhXJIRXV/dXcpXwTi7y9ZLIjl02eT1v53MYqw4iU10RFfxzFbgw4Rb7pYXkRbwnBM9JIIH66LMyBkP7cCTzZOIrEvllBxtoiN4c7Qt3ZHtIoc1dc9tBT58cnQDwq6kQfdJxL3VMXz22pDS1c2+N5zFhp3SPJb+1YnzH9+BUzX6UAzqZxba6/FPNfNy5/1fndgpzX/FniJgO5nFZ68N4d7qmM7PXPawK4lPjm5glmxVu+gyYkJGPLw52paTPCjPORFZl8KTzZOMuuoy8vDBuih6lIS8iLQgVZbChDulS3aW513YREcwVpzEdjKrOV5U0TG9JJITOkafy4Wfr0QJMSO8zHPJNNOuN9OeoGfMYPkc/fA5+uG0NyrBSJ6CaY6A2gLoJNPoJRGsp71KhZd1w5W7ner8eYnUbuBmu6JDyRDYSLZaPBKI4NiGhAGdfAGjRUm8e2sLc0e3ixzG0mNiTl0SrU5tAfxpfwf+uvQozjRPadJsZXW76MeZ5in8delR/Gl/B+MMnD532hux9JioBDZrv75Ease7t7ZgtIh1BOHyLlg9OLYhgX/eNMuU8POcUyPCg805iw0lUnt6Dl1ef6x7ggAr78Z62oteZYaX2gK6ijbaXIRg9cBpb0zva6wzpdluBkIGmKYEfeV8Zv4RXXJxqoi0YBuZyokTxWIRIdlqDZs/99AO3FmRxIGiJAqEMhQIZZgqSWGhKsa4zwvoI3N4ri2s6Flru44cR7BQFcOvvrUbolABnnPiJ5sP4dngLYzXRcDJqjg+ObrBEL1zjiP4920Hcemlzq/sxlc5BrH4sIhP/ziCWGnKUGSR6jzvQqw0hU//OILFh0WlgJz9miLSgksvdeLftx00ZO/jOSc+OboBJ6viTPeQ55x4NngLfrL5EHjOCVGowK++tRsLVbEcvo+AVmkMz7WF0UfmmD7faW/EQlUMUyWp9Lo9UJTEnRVJJck3Zg5dPic1oFsyOFK2kSkUkZa8cqRkIrxy49kwzyXTTLveTGOCLkNtMqGglY6QxkqefldJO1RCqRKpXdNmyXFER6dv7ffeTmZxeuMcMxFPqzSGc22jSqdB3zUUhQq8MrCDmVCnQCjDx4ka5QC/ivfMYsNxfxyLf38c91azQSz1Os85cW91DIt/fxzH/Wwkanr8ZFUcHydqGKHdMpHPKwM7DOAcENFLIjjXNqoE02u/vo7uwemNczIxkmFJ8FchUzTM+nEUJVJ7mvhRO8mWvmuodmIrHaEVoztaoNJmIGSAMZ9LKxFdlY7QNUB0yZwoqwN4bXOuJVJ7OoGQk+gc5885ghYpjJNVcbQTmfSrRGrHsQ0JRNalmODKPOfEPb4EHglEckLZeGgHXh/uShcg1c7sFukQ09/7HP2aCp5XcivvxidHN+DCHZWriO543oVf3DCC8+/PYMSZyPmaa3MRI055pOsXN6xGSghWLy7cUYlPjm4whKxVLcD7HP1Mr98iHcpAOsgF/9eHuxi74NlOxGo8EojgHl+C6cy38m5E1skkpiVSO3jOiXYyiZNVcbRIYR1nldyAUAtgWpsyHEdWF+DyxpGSjfBS9zltCC/zXDLNtOvNckrQVaiNOquZXwZ3ORgqpd3oI3NoJ5M5EcS1SmM5zspe2QWrFxPuFO6rZutUcBYbpkpkeHsuB+BK7yERfDC7ifkwPuJJ4eKJ4qvSyVa9QCjDX5LV+Nt/Nirz4Vd7jWS7i2zG3/6zEX9JVht6r1e6XfTj4oliHPGkmF7vc/Tjg9lNhsz9e2gHzrZOYKokxXRgO+2NuK86hgl3Kid25ivda5XboVUa00wUV2ivRzuZRB+ZQyntzitRnMrkrnJraCfiscIMhAwxxnNJUGabvasY3POJ6DICAqvOiI8VJ9FDIgqcN7d1b+Xd2EVjOOGPYz3tBcdRNEkH8UBdFLsYOU4kWy2ebJ7E7Dq2sZmVPl6cwu/3dCv7vYgH6qL4r56bmBBinMWG59sP4rd9u3QXDzmO4r3JZly4o3JVsuuWglh6xouLJ4qv6rlwOS8QynDxRDGWnvGuYlu38m5cuKMS70026y5SchzBb/t24fn2r56BX+mC1YP/6rkJD9ZFYbGIcJHN+P2ebowXs51rK6//rAJzZ0F3cRYbdtEYHqiLyjP7HMV62osT/jh20ZiOgoUAW4EPPSSCseJkesad+XfoHmHR68sIr0wmd8HqZUQKmeeSaaZdb6Y5QVcJeVQG91LanaMcUa4uB0N+x0B6VlWu8LNDaQWrF9vJLMaLU7pn/VZ6ob0ed1UmcbScLfGx8m48WBfFQlXMgERJxJnmKTzXFmaqVhcIZbhwRyVuKzdqxm+1l0jtuPTiVrw+3HVNpdusvBuvD3fh0otbmaH/ufht5UlcuKOSKeDjOSeeawvjTPMU9CYTgtWLhaoYHqyLMl1nwerF0fIU7qpMGsImn/5NyqzfeHEK28msRqI3EUSsTnNL+B0DeQyClouPmXubNiIeK8xAyBDTlKAXCGVZ0M/cyP30uEwiVUf3oI/MYRMd0UwQZ+XdaKD7MV6sn7TULvoxVZLCdyqSaXSbmvSwEknW0Jtwrm0U28iU5ueP4yjOtY3i4UAkXUB5c7QNE242AjS1e65fblTAC103Y/H74qqzdYt0CBc+W8ATTdN5RFp8xbWy2PBE0zQufLawCl0gWL1Y/L6IF7pu1nwPVnqLFNbQRRcw4U7hzdG2dAL4cEBGaGkvFgjYRqZwrm0UNfQmprXXQPeni0kqquk7FUlMlbBx+lzOVRLT8eIUGuh+jfGI/IxvoiPoIzI6Uuszrs+zyZnVUZ7lESwzQTfNtG+aaUzQlyXWymlPWi9YlljL17zfMqNmSIrmwJYrwC76sVOaR9iVRKUjZCDEVz4AT9XM40BRkukwKyIteHrrOPY5k7oDBVuBD+9NNmO3gw2uPlqUxKXvFV617nmlI4TzHx3FjxqOaLg/V3ft/KjhCM5/dBSVjtBV+Qy76Mel7xUq0M61X7/bEcd7k826CHAsFjnQ2+dM4umt40yMxxxHcaAoiVM180rQZsz94TiCSkcIYZcsFSWvLfYEXd+zrcflZM9W4IOXdsHvGEA57clBas0MhAwwDQn6sjzeavKk/MFP7aIfTdJB9JE5VDkGNRamhDTyJC1RqIOxukRqx50VSRzxyEViUajAEU8Kx/1xpuIkZ7FhyBHHk82TzDrame60N+LN0ba0fFmTdBDvTTYzvpeIp1om8crADt3nch+Zw8X//vaqAmQvieCLL88oSKf8qX1c6Z4d8aTwxZdnlDG35f9XaK/Hxf/+tjLDrWONcgSvDOzAUy2TYNnL3FIQ7002p2HuPQpZXC48NW4piCebJzHkYBszK5HacdwfxxFPCqJQAcHqxRFPCndWJJX1m7uygSqtu4yc1EIU50WVYxB9ZA5N0kG5MZXnMZqVZJjs8sbmuWSaadebaU7QV0qseWiHhiqefucsNhCxGi2STDyivcsmzyINF8pEVm4paNgmy3EEnWQapzfOoZNMY+2DUA5ezrWNMnY2ruxBMoF3xrcwdUR5zom3x7bin2pY9bu1ua3Ah/Mf34GFqlhe1gW7C1ioiuH8x3foToov9/7/VDOPt8e2MgXZhfZ6vDO+BUEyoftzG+h+nGsbTQdVV369mLVWjSpScRYb3FIw/Xxpm6VdRsf0kTm0SGFZLitPygJqNzZzfEd7N9YMhAww5gSd55ywi/5VEmv5G7laJi3dIh3KmbSUiNXoI3O6CeI4iy0tTbVbISktIi2425dAvJSNCdvKu3FXZRInq+I5obp6SQS/G/y2Qs4p4oQ/LiuEMBasFx/SL/dJbQF89trQqn2X9LwDAAAgAElEQVTVQzvwxZdnMFyYyMva0OLDhQl88eWZVaNuQTKBz14b0k122kMiWHxIZC7gnm2dwAmFy4baAvjd4LdXFRBYXLB6cbIqjrsqk0xda1uBD/HSFO72JdIKBLsd8WXJwBzPg0yiuD4ypxl5mUliukU6lGcS02z0qiq1Zhf9jHudeS6ZZtr1ZpoTdHUORpVYk/Wq80fIkzmn2kMiKKc9mudcvbQr3eEzkiDOyrvTXUmWDi3HEYRdSfyo4Yjuw5ez2PBwIIJHAhGme9FNZrD4sGgovFn1AqEMl17cqmi6Xv01kYvPrkvh0otbr8rsYaG9HosPi+gmM0z37ZFARIaD6nyGqC2AHzUcQdiVZAocKh2hNNrDuPEDmShORah4aZdmfohy2oMeEkE7mUShvT5vQZBKxKPCpSsdoRzmmc1AyABjPJfEdNC6WmItfxroHEfhIpvRSabRQyLw0A5NHXDOYoOLbMaQQ06q5QQqN9QIzzmxncxioSqGIJGT4hp6E07VzKcT9rXew2lvxOONh3NCdXEcwSOBCE7VzKeRBa/tvREhKcr09wtVMbwzvkUXiSjHUVz6XqHSLV7+d7cUxIXPFpTi+dVfF7l4J5Hh7ivRBk+1TOLS9wp1zaPznBPvjG9RiuZrvz4kRfHa3hvTneJTNfNyfKFxP1bRXY83HmbqwKsJ+amaedTQm8BxFEEygYWqGLaTWR1rQy5O7HbEMeSIw0U2a1rfPOeEh3agR1EZcZHNeWZyp6uk1paLkWvtF+a5ZJpp15tpStDVAHa1BrpWreDcPTMYyo3BXSbjUWdkZQitMYGcqi99ty/BlPgKVg+O++O425fQnSDZCnx4be+NjBVuAf/RuR/Ptx9k2Ng13h+LDX9JVuP14S7DruvVcQGvD3fhL8mr0aEV8Xz7QfxHJxsqopdE8NreG3V39K28G3f7EjjujzPNsBba63G3L4Fkmb7ZvpXXVRQq0hwPmsl4Mpjc8x0EqYzgq7XQtRQgzUDIAGNP0DNGrtSCMTvs05j1rgbu3WQG3WRGO4M7R1BKu7HPmURIiuoqGgtWD4YLEzi2IQG/YwAcR9FFDuPBuijaySTDOhYQoMN4NniLMgOu7XsQsRov7wwpCbkss/XhXIDpPOQ4ggt3VDKTbF7ObytPYunc+qzCPc+7sPSMF080fX2Tc9WfaJrG0jPe1d//3HrdfDFHPClcuKOSaX0W2uvx4VwgLbMXkqJ4eWcoB1Z/AS1SGM8Gb0GADq+5pjiLDe1kEg/WRdFFDoPjKPyOARzbIKOycudnkIvHISmKfc4kSmm35ue0iLSkn/PlQlz+OFJsBb50AVnbCJZ5Lplm2vVmmhP0AqEszZirBrD5JORRg6HtZBadZFpzMKSSWE24UwiSCQN0x5c3UBfZjOP+OCLrUkyd2UJ7PR5vPCzPq+tMEhvofnwU3cgUCFl5NxZP2wyRsFnpx/1x/O0/G68pIRyrW3k3/vafjYoknbHv3UUOY/G0jek6FNrr8VF0ozLmkPtnchYbDhTJnQqWdVAglCGyTp5NldmWjQk0BKsHQTKBCbd2EkY1COok09hOZjV3I/W5PMKTWYB0S0F5hMdM0PNpzAm6lXeD2gJZzMbLGuj5WDMy9FVFfXSSaRn6qrEz53cMIOxKopvM6Coa20V/el7XLQVh5d0YLkzgVM08/I6BNd+Xs9iwU5rHs8Fbcpo/b6D78VY4qPytiDsrknh5Z4ipyOahHbpRXbYCHz594+AKiLyAX9wwgosniq8pIRyrcxYbLp4oxi9uGMm6Xz0kgk/fOKirkKuiu1gUYziO4uWdIdxZkYTFIsItBfFWOJjTOeWWgng2eAt2SvNMRSK/YwCnauYxXCg3L9xSMM2rkHsxWS4ed5MZhF1J+B0DmpEu1BZII2XKaY/GURad60LRQs9UrKC2AGP8bZ5Lppl2vZmGBF1IbxArIaD500AXsiCwQTKhORjKZPI0lsFdzDpUWDZ+v2MAzwZvUebk9GzyAuKlKbw61MMUCG2icrBipLyWxSKTu3zx5RlF//1qrwVjvI7uwRdfnjGc2V2wyvI9m+jImq/lOIpXh3oQL9VLWiQgSCbwbPAWJRi/8ut5zrkieDfmGc5kctfKSK0GQUEysWKEJT8ElDzvWjXCs5zwsXwHMxAywJjOJRXxUGivz9JAX+ZEudrrRX7mMiXWgmRC42zr8vMyVpzUyeAuF4lvK09idl0KRKyGKFRgVtGVZpG45DknYqUp/LhpWikUaPv8w54UXhnYASvvBs+78ELXzTjFyHMSL03J0mo6kugzzVP4OFGTdf23SIdwcfHhqzLOdbW80F6Pi4sPr2B2F/FxokZR/cjtfTmLDb/t26WcNWvfz1M183ih62bwvAtW3o1XBnbgcA7keqJQgR83TSNWmmKKjVxkM45tSGB2nUwUR8RqzK5L4bbypK5ishr/jRUnsYmOaGZyJ2I1gmTimkitqRwpmVrohfZ6RgSreS6ZZtr1ZpoTdJUxN5NEiW0GxghfDoZUEim5mspO9JFZQdUKv73i5qnAsk5vnJNhWWtumCJ6iSxdolf/nOec+HnnPjxQF2U4LAT886ZZ/KDhCMNrtf3+pcdtuLeabb7t6+T3Vsew9LjN4O6KgB80HME/b5pluicP1EXx8859urvFHtqBc22jyqjDlZ8LziKjKE5vnGOEvzKuBWWMJLeOoAi76E+TQOY3CJJnmleSYGpTqTADIQNMU4KuFlRyG0nQv2YKhDLU0JvSZ5JWVRHB6kWQTGC8OIUAHdY1Y1vpCOEeXwL7nEkIVi+c9kbcVZlEsoyNIE4UKnB/7TxOVsU1n40858RTLZN4rH4Gasf1/ekmbCeza/4tx1G8FQ4yK5B8lTvtjTj/yXfhpV3L34l34bPX92LE+fUjhVvLR5wJfPb63qwmgpd24fwn382JTV313Y443goHme7vdjKL96eb0oiIx+pn8FTLpOY1ynEUJ6viuL92nqnwYyvwIVkmy4DKPCBe7HMmcY8vofD75M7REKDDGC9WEZTaZEBFoSJ9NtXQmxSkZH7QoytHTDM5UswE3TTTvnmmOUFXGXNVGSJqC+R1DkcNhkKSrOmqNRgiYjVCUhQHipQZJAOTkp3SPB6oiypzVmskRxzBhDuFs60Tuud/qS2At8e2MgU3POfER7Faw+HtewsT+PzV/jzCkY1znnPi81f7sddgZt8uchgfxWqZrsluRxxvj23VTRZoF/042yrDy9fuIooI0GE8UBeVoYcGFqtKaTcOFMkztXJHUVsQ1ED3IyRFM4Kg/M0Tq1I2qoykTDpmJuh5NIZzScgKWFXIJ3vAapSLsBX40vrIDXS/ZvkmtWicC2fDyueuge7Hyao4QlIUPO9CKe3GQlUMY8VsRJBFpAVPNE0rBJ/aEg+76MfLO0OYKpE7rN1kBn8+3MgElS8iLVh6VB+8/UzzFN4Z35J17U9WxbH4fVHzb/l6uIjF74s4WZV5rgt4Z3yLri56ob0eS4+ysbm7pSD+fLhRITwVMFWSwss7QznELCJm16XwRNM00+daeTfGipNYqIqhlHaD510ISVGcrIqjge7XweS+zEGkvXgsx58NdD/6yBw20RGl6JXPBF0uSKojPdkFySv9DvNcMs206800Juh0VYIu2WrzSMgjB++b6AhCUhR1dI/GYEgOAAZpLC2xZtTmauXdCLuSuK9aPlDW+k6qlM0jgYjuee0AHcZH0Y1MzPElUjuWfigarH0uYOn5SiUwu9pr4Or4VEkKS89XalhLa7td9GPphyITfL7SEcJH0Y1KcSf3z7TybjwSiDBK2ggopd24rzqGsMtIJncxLbU2SGNK0M1eRCsQylBH9yAkRbGJjuRZC52mSceyE3TWPc4MhAwwtgQ9A/KpJujaZfH0uSr7qWqg19E9GhEfQlpiLezSTlyV9V0UQriFqpiMiOEo6uge3F87j0EaY0r8/Y4BPLN1DLuodnnMSkcIb462KbBsAbeVy/PnLJD9XTQmz4jrkJf7/NX+LEg4Z7Hh/AcJAyQsr50HyQTOf5DISki3SIfw+av9uuTGLp4oVu7xlV8rWD14eWdIIacTsEU6hDdH25hijWwXsIvG8MzWMabxK46jGKQx3F87L0urcRTtZBILVbE0cVyuv72UdiPsypRa06KF7kEd3ZPWQs+fDKgVK2WOVZJmNplj81wyzbTrzTQn6KoOo98xkNaczWeCbhf9aJIOIiRFUeUY1BQMqRrNewsTGHLENSYOV3ZRqEDUK8/6scDPbAU+PFgXxbENCd3zkvucSbxxsJ0JwjjkiOPzY8Z2mFxkMy68O3Vdds9V5zknLrw7xTSnyeqcxYbPj3kwxIBssBX48MbBduxz6mPp5TiCYxsSeLAuyrQenPZGHNuQQNSbymHm9HIuF8KGHHHsVQph7OtNDoKqHIMISVE0SQc1jrHocSP2ODMQMsA0JeiZpEnXIkGXbLVolcbQR+ZQ5RjUrIFeaK/HTkmWOyyR2nPem3nehZ3SPE744wjQ4bQ8VZoNm4Gcq51M4lzbqMLcre3ze0kEf9rfoSirEPxL6634cdM00+c+Vj+DX/cM5XwfSmk3Fn+ZLcnYJB3E0r/lby1cHRex9BMXmqSDy2uOI1j8Zb3SCMjtfX/dM6SMIqxNGvjjpmn8S+ut4DiCEqkdf9rfkZMeeqs0hnNto2gnk0yfq6oPqHKBATqME/44dkrzOXMHcRYbSqR2HCiSZXa1Fo+tvBtVjkH0kTm0SmNyg+oaJuhpElMzQTfNtG+caUrQec4JyVabFbxqg3/qc7Vb0SqNISRF4XP0awqGOIsNXtqFfc4k+g3WQJdstbizIonbypNM3WmnvRFPNE0jkgOUcOWmfW91DL+8kWV2UcCjOgOhr/InmqbxaP3amt9fd3+0fsZwGZ5f9wwp1+bK64znnPjljcPKDL++9RBRoIQshSK76Mdt5UncWZFUngcjfrcsZ9MvzWOfU9FC15CgW3k3fI5+hKQoWqWxPHYplsd4Mvc4yVarYYzHDIQMMMYEnWaxGqdHrvJGWionS4X2+iziKE2qBRYbikgLhhxxjDgTujTQBasHI05ZYq3SITOn95E5PFAXVZi31+akGFS6nLl0SCPrUnhpxwBEoQKC1YNXBnYwEV9yHMFb4aDCFp7bfTi9cW7V3v2HkRuua1SX6lMlKfxh5Iasf3uiaRqnN87l/J63r08qc+hrNQdkAtpXBnZAsHogChV4aceAErdoR1g8s3VMRnMwcPQ00P14oC6KPjIHjqOodIRwbEMCI049UmsytH/EKTdpikiLNsUF3pVFCFlor9fdYNHy3XnelR7BylatWKuAbJ5Lppl2vZmGBF00YD5Tn2cyPPeRuQyGZ8a/5wjW016MFiXRSyJKh9GY761KrM2uSzGxo5fTHjy9dVyZG8/9O3Acxc86DuD+2nmwzL2/FQ7q1lJd+fnnP0jkoI369XMiVstwQgN1t28rZw2ERNxfO4+fdRzQ+fkCdjvieHrrOMppz5qvF6xezGZJrRnxuwXYCnzoJRGMFiWxnvZqlkIspz3oI3M5KTXo+d5X5tlgSZzMQMgAY07Qc9cFNsZVWcBtZAo9JIL1tFezdFOJ1I7hwgT2FiYUDorczgNRqMCEO4XvVMid+EyVBp+jf8335TiKqZIUnmyeZJoTXnkdHto4h7OtcreziLTg/ekmZXb5yn9rF/1YPG1TdNdzuAcWG5Z+6sna70ShAot/f9xAlZZr5zzvwuLfH89COJXTHiz9NHckXIsUxuJpG1MzoZvM4P3pJkXSluJs6wQe2jinOTEtIi14snkSUyUphjNOgM/Rn6WKUyK14zsVSUy49aC9BFBbAHsLZU11rYgVnnNiPe1FD4lgG5nSLPOrz+UEXR3BUlVGZBJTM0E3zbRvmulK0LUzHOtztVvRTibRR+Zk8hAtwRBHs/RmjSSfKqXduJd5lldAgA7jXNsoUwBzJResXrw61IMjnrU7BQVCGS7d5zCUIK6O7sH599fuEF8fLuD8+zOGysR1kcO4dJ9DWWtXfu0RjyyVp1f+rpvM4FzbqDLPvjYXQtiVxL1p7gRjrmOBUJalN6ul6MBzTpTSbvQRmV0+f12K1UoVZoJ+TUxTgu6hHfA5+legHfKVoFO4yGZ0kmlsJ7PKDDn7WldnYvc5kxikMY0zsdlOxGpE1qVwtDyVlj8dL05hoSqmKIWsgeLhXbh9fRKP1s9o5ijheReeawvjPgUBVENvwodzAaUwcOW/9Tn6sfRY7gRx1BbA+U++m3XdhxxxLD1jrIzotfSlZ7xZo1IcR3H+k+/mTCpaaK/H0mMi8/35cC6AGnoTLBYR91XH8FxbWHPxwy768Wj9DG5fn2T4WwEe2oGFqhjGi1Np+cuj5SlEFAnB3K6lzPkwSGPY59TO+cBxFKW0G9vJLDrJNFxks6EF/Su7mIVi9Tn6M2JwM0E3zbRvmmlL0HnXFSSIrv4Gldmt6CUReGiHpgSd55yooTdhrDiJbWTKQB3w5WrvXiYNdAHbyBTOtY1mzZbl4tQWwLu3tqCPrA13c0tBLP1Q1C3rlukPByJ4fbjLsPe71v76cBceDmifr7uce2gHln4oMjEZ95E5vHtri24m9ybpIM61jWIbmQILtH6vhi4bqwtWL7aRKYwVJ1FDb9L8nHqoPOeY7y7FZaUkmbuyZiBkgDEn6HbRn5WgE7E6j6oi1nRnr4scxnYyK49zaErQKdbT3vRMrB5UV6G9HsmyFGKlKUi2Wlh5d1oDnaUjLlg9OFkVx6maec1nY4FQht/0/gOiXhn6vJ3M4r3JZqaku1+ax8Xj7pxJKvvIHJZ+mg15fnlnyPBxpWvpTzRN4+Wdoax/W/qph+nc/yq38m5cPO5GvzTPtK7em2xW5PIERL0p/Kb3H5iKztnry4tTNbKEHwtEvYi0pLXQrbwbkq0WsdIUkmUpHWz/MrpL5XyQ0V3anlcv7cJ2MosucjiNVMnPOpDHTFWOFDVBZyMxNc8l00y73kxXgl4itcvzL3kiycjsVvSQiEJGo6Ezx7tWaGDmOse0euNU5ar6meSqRPSROTzXFmZiNL2Se2kXPpwLKDOGV35tA92PxYdEJvIw1t/91wXnN2LOT/WpkhT+umBcgG8r8GHxIZH5/nw4F8jS8c3F/Y4BPNcWVoK3tcYeKPqz5AGNStA92drOmkZRKEqkdvSQSN67FJzFBlGoQInUbibo186YEnSec2Yl6F7adU0SdA/tQDeZQTeZgYd2aO7I+Rz9GFUkCbXJPmW7i2zG7euTOOJJwS76IVi9aS1plqKfKFTgwboo7vElNCfL1BbA/+7+liJVKWC0KIk/7utkgiKnylJ4e2xrzkW4RwIR/M+uvox/E3Hpxa0KGdnVXwP58HYyiUsvbkXmHvQ/u/rwSI7FZI4jeHtsK1Jla5/dolCBP+7rxGiRzOS+tzCB/939Lc2FZCvvxj0+mcCUZV1QWwB3VSaRLJPHBu2iH0c8Kdy+PqljHEuWNQxJUYwWJTXLGnIcWfW8X4sE3Uu7shL0tfc881wyzbTrzTQn6KoG47VK0N1SEF3kMHpIRGaH1rC5Wnk3Guh+TLhTaJHCBspKCWiRwniwLortZHbNQIOz2LC3MIGnt47rhhVvoiPMSd1uRxyf/mO5YQcKx1Fc+PQEk4zY9eIlUjsufHrCsISQ55z49B/LmTTq1WLLJjqi6zNLaTee3jqOvYWJNZ9NjiPYTmbxYF1UmQE1JrGx8m60SGFMuFNooPs1PWvqc95DIugihzU/53r8qxJ0FS5sJuh5M00Juhqsqpwo+U7QvbQL3WQmY61q4FvgnKhyDCLsknlRtHYlM91DO3BX5fKMboFQhtvXsxOXSrZaPFo/g6PlKc1nRInUjjcOtqOTTEOVWHtpxwATlPkHDUfwQtfNOd4zAR/MbsoimCsQyvDFl2cMVKW49i4KFfjiyzNZ6+POiiQ+mN2U83V7oetm/KDhyJp/z/MuvLRjIC211kmm8cbBds3nPs85cbQ8hUfrZ5gISVUC09vXJ1EglKU5Fu6qTOpCARYIZeglEYRdSVQ5BjWOSZJ0DNpNZuClXXlP0HPb88xzyTTTrjfTlKBbeTec9kZUOkLXLEEvkdrRTWawncwqnTX2YCgzaWiSDhpIICMiSCZweuMcOsnasjIcRxB2JXG2dYIJ+nwl7yTT+PPhRibG7qg3hXcPtRoGF7aLfnzx5RkDkQjX3gWrB198ecYwnXiOI3j3UKsC/bzya532Rvz5cKMS5Ob+mW4piLOtEwi7kkzFok4iMwLLesHGzO7yvCwNlEsxjOMIXGQztpNZdJMZzUgZXfdrRYJe6QjBaW/UIN1lBkIGGMO5JK7qJmnXrDdmnaszqekEXSPplDp21UMiOsauBJTSbvyfyiTCriQEqxe2Al+6A8mCmiq01+PHirKI1uet0hHCW+GgghQScG91DD/v3MdEBvbzzn34EUOieLl1sPSvTvRkyH6V0m6c//iOPJJ3XX3nOILzH9+RVdDvIREs/WuufAsCftRwBD/v3Lfmdec4ip937lMURgQ00P14KxzUzPTPcRSRdSn8uGmaCaJuK/ClESC2Ah8EqxdhVxL/pzKpXIfcnnHB6kUPieQ0fqVK9aojLaW0O49EhMtjPZl73jJq6ErrwDyXTDPterOcE3SVQbJAKMtbgq7O+6kJutbZVMHqQas0lu7qGZmgZyY5LAn6pDuFp1ommRLrK3lIiuLdQ61MFenj/jh+N/jtNTZydi+l3Tj/0dFvXiD00VEDCdNE/G7w2zjuX7uDLtlq8e6hVoSkqK7PdNob8VTLJCbdKaYEPbO4ZGSCrqJVWqUxTUUclWsiM0HPV5eCs9hQIJSlmcHNBP2a2HWZoKfHMTTKNgXoMMaKk9hOZnUUOwWsp724x5fAgaJkGhJ8ty+BqDfF1JkvIi040zylsGxr29Pr6B68FQ6iyjEIi0XAw4EInt46zqRe8fLOEBaqYrk9rxzFxf+3I4vsrIscxtL/3ZC3NZAfF7D0fzdkEbz6HP24+P925Fy8XKiKKXPta6u/PL11XIHTC6hyDOKtcFAzmSrHEUyVpHCmeYqJE6FAKEPUm8LdvkR6ZGOfM4l7fAmsp70531/B6sF2Moux4qT28SuLbRUppJmgm2aaaVfDdCXobimY9wRdnf/JNUHfIh3ChDuFTXTEwKBfRDeZwemNc2iVxtbYKOWg4ohHPqhyJzuRfcgRx1vhIFOH5PTGOUUD3ZgkrEk6iEu/aTfs/b4eLuLSb9p1k/dlvt+ve4aYNGttBT68FQ5msfXm4oX2epxpnsIRD0snTESrNIbTG+cURQGDEnTOiU10BBPuFLZIh3Ql6Pmc81MTdFVb20zQr4nllKCzEyYZ56okoBEJejeZ0ZWgVzpCuMe3rBNNxGrc45NJtlgSdLcUxFMtkxgvTmk+05ukg3grHEwnTo83HsaTzZNrF6stNvxh5IacNdB53oXz789kzSSPFiVx6T5HXu5/Pv3SfQ5lDlz+bxfZjPPvz+ScIN5ZkcQfRm5gukdPNk/i8cbDUAtBb4WDms9IzmLDeLHcmGBBDhYIZZhdl8I9PlnGVbB6MOJM4B5fQune556gd5MZQxJ0rVK/+nw1MaaZoJtm2jfXNCTopptuuummX9nNQMgAM88l00033XTD3DyXTDPtejMzEDLddNNNN8zNQMgAM88l00033XTD3DyXTDPtejMT4m7IdzMh7vm4//lxE+JuxO82Ie5mIKTDTIi7Zjch7uq/mRB3Njch7ibE3TTTTPv6mkkSZ8h3M0ni8nH/8+EmSZxJEmeSxF1zM0niNLtJEqf+m0kSx+ZaSeIeNkniTJI400wzLW9myqwZ8t1MmbV83P98uCmzZsqsmTJr19yuywTdlFkzZdaulpsya6bMmpmgm2ba/79MU4LO8y447Y1YT3uvWYKubo49JCIHQxoCCSvvTnf1tCYNa22cLVIYD9ZFsZ3MMiVFewsTeHrruO5O7SY6gg/nAvDSrjVfu9sRx6f/WG5YN5LjKC58egIlUnte7n8+vERqx4VPTxiWEPKcE5/+Yzl2M8DWvbQLH84FsImO6PrMUtqNp7eOY29hgqlYtJ3M4sG6KFqkMIxKbDKLYQ10v8YEXX7Oe0hkOem5Rgn6etoLp71RCcLMBD1PxnAuCeA556pg1S76lf0tTwk654SXdqGbzGSsVfbEkOecqHIMIuxKopdEmDrdl3MP7cBdlUlMuFMQhQoUCGW4fX0St5UnmQqOkq0Wj9bP4Gh5SvMZUSK1442D7UpxUcBt5Um8tGOAIXkR8IOGI3ih6+Yc75mAD2Y3ZUHkC4QyfPHlGYhCRV7WQD5cFCrwxZdnstbHnRVJfDC7Kefr9kLXzfgBQ2GE5114accAbitPwmIR0Emm8cbBds3nPs85cbQ8hUfrZ5gQf3bRj9vKk7h9fRIFQhlEoQITbjlh99COnK9lgVCGXhJB2JVElWNQW4LOkXQM2k1m4KVdeUN36dvzzHPJNNOuN9OcoBfa669pgq7Ci3pIRHNnTYUTjhenECQTBnZ+BQToMB6oi6Jfmmea++0jc3iuLQy/Y0DXZ6tJndy5uPJrG+h+LD4kMnVTWH/3XxecmCpZuzt8vfhUSQp/XTAuwLcV+LD4kMh8f1iLLVdyv2MAz7WF0UfmwMKH0C/N44G6KAJ02LDfLVg9CJIJjBentMMIFaRMD4ksw4avYYJeaK83E/T8mqYE/avnMfOXoKu8KCpfgpYEneMofI5+jBYlEZKiSlKZ23d3kc24fX0SRzypNCRY7UBSW2DNvxeFCjxYF8U9voTm4jW1BfC/u7+FvYUJWCwCRouS+OO+TqYkOVWWwttjW3PueD8SiOB/dvVl/JuISy9uRTuZzMsayIe3k0lcenErMveg/9nVp2iTa38/jiN4e2wrUmVrn92iUIE/7qAR63gAACAASURBVOtU5t8F7C1M4H93f4tpTWW6lXfjHl8CD9ZFmdYFtQXSCBB1ZOOIJ4Xb1yezOAe0uQBRqEBIimK0KAmfo1/T2cJxZNXznu8E/at4N8wE3TTTvnmmK0H30A7YCnx5g5Kps6nbyBR6SUTz5pgJJ9xGpnTACVdvnD5HP07VzGNvYYLhOwnYRqZwrm1UNxkZtQXw7q0tSjJ25de6pSCWfijqqj6v9IcDEbw+rC+h/Dr568NdyqydMe/noR1Y+qHINMrQR+bw7q0tmgOfld4kHcS5tlFsI1NYszvCObG3MIFTNfPKHKdRCboX28hUTjBCNenpJRFsI1OauSb0OMcR2Ap88NAOM0G/dsaUoK8kTCql3dckQS+R2tOQVy/t0hjwU6ynvThQlMROaV4pnub23Qvt9UiWpRArTUGy1cLKuzG7LoVjGxJMM7+C1YOTVXGcqpnXfDYWCGX4Te8/KKM8AraTWbw32cwEZe6X5nHxuDtnRFsfmcPST7OL7S/vDOGJJn2jQl8nf6JpWpkXX/63pZ96mM79r3Ir78bF4270S/NM6+q9yWZsJ7OwWAREvSn8pvcfNKM9BKsXp2rmcbIqztQcKSItOLZBJjm08m5ItlrESlNIlqV0kOsKsBX4sFOax4GiJNbTXs3Pq5d2pUda8smPkpmgl9JujcSY5rlkmmnXm2lL0DknqC2ActrzFQn61Q+IOI6g0F6PdjKJPjInz/9ogidR+B0DCLtkxlz5gDHme5fSbtxbHUPYlWQINOSO+7m2UYU5O/fPFaxevDrUgyOetSvhBUIZLt3nyCKa0et1dA/Ovz+Tl/t/9V3A+fdnNJPfXMm7yGFcus/BFMwc8aTw6lCP7sJRN5nBubZRpo64lXcj7Eri3uqYgcR4AgqEMnSTGYRdSfgdA9qQLpwTpbQbfWQO7WQShfb6PCXowqoEvZz2gNoCDDN+qpuBkAHGnKCr90pN0CVbrYZ7pd8zUV3qTKrWjlwp7cY+ZxKDNAYiVq/5zF7OiViNyLoUjpan0mMZ48UpLFTFlKLs2lDm29cn8Wj9jGYODp534bm2MO6rjsFiEVFDb8KHc4Es8rbLuc/Rj6XHxJyTLmoL4Pwn38267kOOOJaeMaoAf+196RlvlroHx1Gc/+S7ORdzC+31WHpMZL4/H84FUENvgsUi4r7qGJ5rC2uevbaLfjxaP4Pb1yeZRh88tAMLVTGMF6fS45VHy1OIrEspz0ku11IAEasxSGPY50wqz6s2xMsqUsg8obvUGFyy1WYl6HIMbiboppn2TTNdCfoyKU+eEnSLDdQWQJBMoI/MaZa44DiC9bQXo0XyvJ+ebsVKd5HNOO6PY3ZdiinBKqc9eHrruDKbnPt34DiKn3UcwP2182BhY30rHFRmyQy6JxzF+Q8SOg7Mr48TsRrnP0gYeuDeVp7EW2GWuVQR99fO42cdB3R+voDdjjie3jqOctqz5usFqxez61I47o/rgA2u/g62Ah96SQSj6S6FhrlcRbqqj8jEddQWyNMYjZygqzN+ZoJ+zUxTgq4y7pfTHjlBZ0Y76PdMVFcPiWA97dVMOlUitWO4MIG9hQkl4crtPFBndL9TkUx39oY1oGM4jmKqJIUnmyeZOu4rr8NDG+dwtnUCHEdRRFrw/nQTUwHaLvqxeNqmcGDkcA8sNiz91JO134lCBRb//ngeCbyunvO8C4t/fzwLFl5Oe7D0U0/O+2KLFMbiaRtTIaabzOD96SYFyURxtnUCD22c01w0LSIteLJ5UlEJWJs8UEUlDiuoxBKpHd+pWOZYyO16CqC2APYWJjBcmJDHJDWSOq6nvei5BuguFcUq2WpRTnvSSkpmgm6aad9M05CgC1nVO79jAKW0O+8JOhGr0SqNISRF4XP0K91qts/mLDZ4aRf2OZPol+YVohJjvrdkq8WdFeyEPE57I55QGHP1BZMi7q2O4Zc3DjNB6x+tn1G00I27L080TePRen1IgK+DP1o/Yzgs8tc9Q8q1WRtq/ssbhxWmXH3rIbIuhSeappmY/VUinjsrkkzEPWwuQLLVol+axz5nUob9MgdBAqy8Gz5HP0JSFK3SGIhYnfcEPXOPW+7KsuwVZiBkgDEn6KJQkdasTxdT8pygF9rrESQT6CUR+Bz9mmWbikgLhhxxjDhVKHpu313ViT62QdaJ5jiKPjKHB+qiCgfGGgVciw2DNIZnto5pZui2WARE1qXw0o4BiEIFBKsHrwzsQLw0teZzoxaOc9VCt1isOL1xbtXe/YeRG74R/ChTJSn8YeSGrH97oklW3sj1Pe+sYC0cC4iXpvDKwA4IVg9EoQIv7RhQ4hZtsVOlI4Rnto5hkMYY9nOZt+WBuij6yBw4jqLSEcKxDQmMOBM6+INEFJEWjDgTGHLE5QRboyyiz9GPXhJBkEzkEd0lf3eed6WbZD5HP9xSUOaBMhN000z7xpmmBJ3jaHr+RQ1eiVidR1kbEXbRjybpIEJSFFWOQWWjZk/Q3VIQewvlzVmG1BkTyIlCBaJeed6PJTGyFfjwYF0UxzYkdG/w+5xJvHGwnYn8bcgRx+fHcq+8f5W7yGZceHcqj7NYxjvPOXHh3SkDu8jyevv8mCcLmnil9fDGwXbsc+pDN3AcwbENMhEPy3pw2htxbIOslWwc67EMVx1yxLG3MKFRekqAYPWgyjGIkBRFk3RQKXjlI+EyYo8zAyEDjDFBJygQytIJusoXwC6JZ8wzLtlq0SqNoY/MocoxqKlorD4r6kys1o5epvO8CzuleZzwxxGgw+A4iiCZwIN1UXSRwwzvK6CdTOJc2yhapTHNn99LIvjT/g6FvJXgX1pvxY+b1pYdtVgEPKazcFxKu7H4y+xkqUk6iKV/y99auDouYunf3FlcNRxHsPjLel0jSb/uGcJjDIVjzmLDj5um8S+tt4LjCEqkdvxpv8wPovUzW6UxnGsbVcj71v7cLnIYD9ZFESQyKiNAh3HCH8dOaT5nZISKWFE5H7TFgHLxuMoxiD4yh1ZpDJKtNm8kyarUscoDpSboBUIZQ5PMPJdMM+16M80J+kr4p2SrzWuCLgoV2ERHEJKiqKN7NM6Ry8HQII1hWEkcjDq81Vne+9KzvGvP/t5VmcQjgYhuubcAHcZH0Y1MXY8SqR1LPxQN0/lW18bS85XXdbdiqiSFpecrNayltd0u+rH0Q5FJjqbSEcJH0Y3K3Hjun2nl3XgkEMFdlWxcCKW0G/cxcyewukyKN1yYwCCNaQ6CCoQy1NE9CElRbKIjSuEgfwm6CiHMHuMxE/Q8mqYE3UU2X9MEnYjVaJIOoo/MoY7u0VQ0Vmdi+8gcwi7tM7FZ34Wj6CKHsVAVQzuZBMdR1NE9uL92Xu5aMozO+B0DeGbrGHbRmIbfIHulI4Q3R9uwRToEVWrt5Z0hpm7nLhrDxRPFuf92iw2fv9qvfPbyv53/IIEgmcjLWrgaHiQT8thVRhK4RTqEz1/tzzkx5DiCiyeKlXt85dcKVg9e3hlKS6xtkQ7hzdG2nBAWuxR0BotyDcdRDNIY7q+dRx3dA46jaCeTWKiKycWmHMfAVM6HsCuJPjKnkfNBLh7X0T3oI3Nokg7mEd1lxVcl6C6y2UzQTTPtG2oaE/QrzWfmI0GXg/caehNCkgzb0xa8y8FQSIriQJESDBm0uXIcxc4suaq158En3CmcbZ3QnSxTWwBvj21l0trmOSc+itUaShRnsVixtzCBz1/tvy676DznxOev9isSQca9bxc5jI9itUzXZLcjjrfHtupmcLeLfpxtncCEO8U0967KA+5kkgdkc85iQyntxgFFOkpbECQX4RrofoSkKGroTYaSOV7ZBQN4NsxAyABjS9AtNghWL4pISzpBd9obIViNRQittV5tBT5soiPoI3NooPs1rldZ9qmbzGC8OKVZ9mnlc9dA9+NkVRwhKQqed6GUdmOhKoaxYrYCXBFpwRNN05jNYfTKLvrx8s6QUqgV0E1m8OfDjUwKFkWkBUuP5k4UZ7FYcaZ5Cu+Mb8m69ier4lj8vqj5t3w9XMTi90WcrMo81wW8M74FZ5qncn7fQns9lh4VmXgG3FIQfz7cqHAJCJgqSeHlnaEcYhYRs8roFcvnWnk3xoqTWKiSGx4870JIiuJkVRwNdL+O4oQsazhenEI3mdEoayjHnw10P/rIHDbREQWllr9ioGD1wGlvTCfoRaQFgtWrXA8zQTfNtG+SaU7Qv1KCKG+suXIF0+foRx+ZQ4sU1gh/XQ6Gwi7tGphrbZ7tZBKnN84xwglF9JIIzrWN6pY94zknft65Dw/URdfYpOVr8M+bZvGDhiMMr9X2+5cetykz1Fd7HRjr91bHsPS4zeCgXsAPGo7gnzfNMt2TB+qi+HnnPt0FDg/twLm2UQWCuPbMaRc5jNMbZbZ0I4tVPkd/Wi1BWxAkoztaJFnH3efo19iR1OMyEeblpSTNBD1PxnQuZQaslY4QKh2hFQHr1V4v8ppRi8bqmaS1aCxYvQiSCYwXpxCgLFwil/8ulY4Q7vElsM+ZhGD1wmlvTGtJs4y8iEIF7q+VpbC0no0858RTLZMKdFpG0bw/3aTIc629Z7wVDjIVmS/nTnsjzn/yXXjpsuwnz7vw2et7MeI0tviaDx9xJvDZ63uz4Nxe2oXzn3yXaYzucr7bEVfmz9e+v9vJLN6fbkqjDR+rn8FTLZOa1yjHUZysiuP+2nmmUSpbgQ/JshTuqkwqRTcv9jmTuMeXULr3ucWbPOdEgA5jvDiFIJlQCH21FY/Vs2m5eJzPBF0uSKr7HXtB0jyXTDPtejPNCbooVKRZc9UNIn+kPEKa4blHIenQyvAsWD3YIh3CeHEKm+iIgSyvIvyOgSzW0bX+xu8YwLPBWxQInp4ERCZyeXWoh+nQ3URHcPFEsYE68LKXSO344sszhsqUXW2vo3vwxZdnmGDoWlywenHxRDE20ZE1X8txFK8O9TARKq21DoJkAs8Gb2GCEWayPMuvN+YZ5nkXNtERjBensEU6pInQJ1OpoYdEMpQa8pSgK3I+lY5QmiVXJuExE/Q8mqYEvdBenw5YsyGfV3u9yM+cWjRWiaNkxAj7s6Q+L2PFSc3Py8rv4iKbcVt5ErOKFJUoVKS10Fn4NXjOiVhpCj9ums6Bk0LAYY9MKGbl3eB5F17ouhmnauaZnp14aQq/7dulq7hypnkKHydqsq7/FukQLi4+rKs7n28vtNfj4uLDWZB9i0XEx4kaXd1zzmLDb/t2KWfN2vfzVM08Xui6GTzvgpV345WBHTjs0X5OiUIFftw0jVhpiik2cpHNaQ10UagAEasxuy6F28qTyjrO7TxQ47+x4mQO8Z8IIlZnEULmr3hszRrpUfe7Qnu9maCbZto31DQk6PLmnknKo3Ys8jnzx3NOeGhHWodSq8yFGgxNuNUKaq7B0OrDTJVai6xLMeleF9rr8XjjYRwoSuru+DTQ/fgoupEpCLHybiyethkOc7dYrDjuj+Nvv2o2cJ756rmVd+Nvv2rGcX/uXZvLeRc5jMXTNqbrUGivx0fRjQrTcu6fyVlsOFCUxOONh5nWQYFQhkiWxJoxgYZg9SBIZJi91iBIla1SdaU9tCOPYxPyjJ/aocgi4WF+Ps1AyABjPJfk+0VtgSzSpOWCSj7WjEwcpRaNO8m05qIxzznhdwzkiDjJdrvox2FPCndWJOGWgrDy7hVFuLXJuXZK83g2eAsTNH2lN9D9eCscTHdc76yQ59BZCsce2oHFh/XB3G0FPnz6xkH0ZJGYCfjFDXJROn/Iityds9hw8UQxfnHDSNb96iERfPrGQSYkxOW80F6PxYdFJtQex1G8vDOksOvLiIi3wsGczim3FMSzwVvkUSoG0sDMZoeVd8MtySz/RzwpHSOB2QhKv2NAsyQitQXQSabTxWNthJA614XSIMskxaS2AGP8bZ5Lppl2vZnmBD0TYqOSVORz5o/jKFxkMzrJNLrJjMIYyw7Fy5xB2k5mdQVDK90u+pEsS+FuX4IpyBCsHhzbkMDdvoTuhNZW4MNre29kZFcV8B+d+/F8+0GGjV3j/bHY8JdkNV4f7jLsul4dF/D6cBf+krwaJC8inm8/iP/o3M90DXpJBK/tvVFX4GWxyAWHu30JHPfHmQpPhfZ63O1LIFmmJ+hZfV1FoQLbyWxOM7UcR1EitaObzKCTTMNFNhuqS3/Fz1Y6sirpWG6QaTMQMsCYE/TcdYGNciFdNO4mM+gmM5qLxipx1T6nzNmgR/5TsHowXChLrfkdA2niuAfrooxjLAICdBjPBm9RdMm1fQ8iVuPlnSGEJHncqlUaw4dzAabzkOMILtxRiSMefWSjt5UnsXRufdaZyvMuLD3jNVxG82r4E03TWHrGm1XYtPJuLJ1br5C15f7eRzwpXLijkml9Ftrr8eFcQGH0FxCSonh5Z0hBiGj5XAEtUhjPBm9R+HnWLhK1k8ll9QGOwu8YwLENsna5HoSJZKtFSIpin1M7IaNaPFaf8+XicX72GY6jsBX40ghWlaSZDcFqnkummXa9maYE3WIRs2b+1IAonzN/qu5sO5lcAYFl/3sv7ULYJctsGKmFbuXdOFCUxKmaeSaWU44jCLuS+FHDEd3kYJzFhocDETwSiDDdi24yo7tbcTkvEMpw6cWtCtHQ1V8TufjsuhQuvbiVCemg1dUuhUyss/Z9eyQQwcOM9+1KTm0B/KjhCMKuJFPgUekI4VSNLO9kHOJBDoJ2SvMIuxQNdI0IF7Ub2U4m86ozqxYgV47wyAEhayHLDIQMMPYEnXOCiNXpBN1DOzSy7huwbjKKxj0kohn1wVlscJHNGHLEsVvRZtYzY7udzGKhKpaWp6qhN+FUzTx2O+JM38tpb8TjjYexz6kd2cVxBI8EIjhVI3dK7aIfr+29UUnY1/77haoY3hnfogs1w3EUl75XiH9pvTXr391SEBc+W0An+fom6Z1kGhc+W1iFXniqZRKXvleoq1jJc068M74FC1VsPDEhKYrX9t4oP08WG07VzMvxhcb9mLPYsM8pI7tYZud5zondjjhO1cyjht6UlgtcqIphO5nVxdFQRFqw2xHHkENGjWlFunhoRxopk8/icaaKkod2pBN0IlYzckCZ55Jppl1vpjlBz5R5UEmU2GQejHFV1kYl6vA7BjTOAYlw2hsxXJhIS60ZR45F0EmmcXrjnBIErLVpCmiSDuJc26gCG9N3/YJkAu+Mb2FKunnOibfHtuKfGOcDtbqtwIfzH9+hBANfp066gIWqGM5/fIfujvXl3v+faubx9thWpkCi0F6Pd8a3GCAFJKCB7se5tlFFM3etay5mrVWjkmDOYktLrA0XJpSATAthlgd+x0CacCt/MjbLsl0rSTC1jfCYgZABxnguyd1rVVnE5+hP69bnr7Ml7/vUFsAW6RB6SQTraa9mLXRVau1AURLltEeX3Fgd3YPj/ng6IS8iLbjbl0C8lI0oTpUAPVkVz4mnpJdE8LvBbytFZxEn/HGcbZ1gSmaKSAsWHxJXQNS1O7UF8NlrQ6v2VQ/twBdfnsGwwYodRvhwYQJffHlmFfw8SCbw2WtDuov4PSSCxYfY2Ns5juJs6wRO+OOwWERQWwC/G/x2TvrngtWLk1VxRulPOXaIl8pIxCLSkk7Yj/vjsuSaDnm5ctqDA0WZEmvaNNDX0170kgi2SIfkUZY8jtKoxchS2g2foz+tMMK215nnkmmmXW+mOUHPhBSqMkTaWI71usykGaDDCEmypJlW1ly76E93+CodIQM3WRE+R3+6K8kakDy9dTynbsVKF4UKvDfZzMyEO1qUxKXvFRqsib7slY4Qzn+QwI8ajmi4P1d37fyo4QjOf5DIQceVze2iH5e+V4jRIjYo4m5HHO9NNusuFqhdiqe3jjMHYCraw+foN+z+cBxBpSOURqjIa0sbS27uz7YeX1apyJSRZIcQqm4GQgYYc4Kuwj4zu0rUFsgjsaA13SlWtdCrHIMa2aFl+aZtZApjxUnU0T06uoQCSqT29LyuYPVCFCpwxCNzTbCQYXIWG4YccTzZPJnTHLrT3og3R9uUJFsuQr832cz4XiKeapnEKwM7dJ/LfWQOF//726sK1r0kgi++PKNA6b8OxWMBRzwpfPHlmVUJcKG9Hhf/+9voI3P61ihH8MrADjzVMgmWvcwtBfHeZHO62NtDInhztC0n9ni3FMSTzZMYcsSZYpwSqR3H/XEc8cgEcYLViyMKr4K8fnO7ZzznRB3dg7HiJLaRKc1yiILViyrHYFoDXUUW5GuN8LwrLQGqooXYx3nMc8k0064305igZ1fx/I4BlNLuPEMKl7tsISmKVmlMcyVUsHrTM7LGMrnLB+pdlUkcLU8xdR+svBsP1kWxUBUzgFVdxJnmKTzXFmYK8AqEMpy/zad7ru1KXiK149KLW/H6cNc1JY6z8m68PtyFSy9uNZyxPdNvK0/i/G0+Jug8zznxXFtYYeXVl4QKVi8WqmJ4sC7KdJ0FqxdHy2UZGyPHHDIZ3LeTWc0yNkSsRqs0hpAUzQEdo8eXIYSZe5v2bqwZCBlgGhJ0GfWgjiXkhnrQ63JhqY7uSesjay0sWXk3Guj+nJQPVrpd9GOqJIXvVCTTxYpdNIYH6qKMSC0BNfQmnGsbxTYypfn54ziKc22j8tgORyBYvXhztA0TbraE2Ofox9JjojIDr++ZfqHrZix+X1x1tm6RDuHCZwt4omn6mhLHcRYbnmiSYe3ZjO3yHr34fREvdN2s+R6s9BYpjKXHRKUYu/Z1m3Cn8OZomzy+yBE8HJAlYbVDugVsI1M41zaKGnoT09proPvxQF0Uu2gsnZR+pyKJqRJ9XCmZCj4NdL/GeER+xjfREfSROdTRPXksHsufn4leVcdL2dGr5rlkmmnXm2lO0DPnYFQYqGSrzStZBs+7UEq70Udk/WanvVHznGurNIYJdyqjkmrM9xOsXky4U7ivOsZUbeYsNkyVpHC2dUK3HrrFIsPYPpjdxHgQy6QxF08UX7UuusUiFwL+kqzG337VzCT1Y7S7yGb87VfN+Euy+qrMnKtuF/24eKKYmeTI5+jHB7ObdMM5LRYZunm2dQJTJSmmgNNpb8R91TFMuNkKSVru9TYyhQl3Cq3SmGZ+CKe9Ee1kEn1kDqW0O4+dULn4KNlqs8Z3tBcfzUDIANOUoAtWbxazsXbeAP1rJ1NqrVUag2Sr1ZT4qeSlY8VJ9JCIgqjJbd1beTd20RhO+ONYT3vBcRRN0sF00sPyvSRbLZ5snsTsulROc7bjxSn8fk+3st+LeKAuiv/quYmp8MBZbHi+/aAsuaazi85xFO9NNuPCHZWrEjK3FMTSM7Ic5tU8Fy7nBUIZLp4oxtIz3lXoAivvxoU7KvHeZLPuOWeOI/ht3y48336Q6d4LVg/+q+cmPFAXhcUiwkU24/d7ujFerJ1ThuMoZtel8GTzpML3s/a9V4tJTdJBcBzFetqLE/44dtGYjiK/AFuBDz0kgrHipHbyUosNkq0WrdLYNZFYy+R/ylSsUAsoZoJummnfPMspQVe10P2OAVQ6QhmQwvwERBxH4ZaC2E5mc2RyJ6hyDGKsOIl+g4niOI5gO5nF6Y1zih742tekVRrDubZRBd6m7xqKQgVeGdihSIet/V4FQhk+TtTgZJXxUmNZ18Viw3F/HIt/fxz3VcfyIp3Fc07cWx3D4t8fx3E/G7xOj5+siuPjRA1jsCfiuD+OVwZ25KA3vPq9eonc4ZAZd9d+fR3dg9Mb57CdzBo44iETxPVL8xgrTqLKMaiRJXeZwX07mZX5IfJGwiOmuzWVjhD8joEMDXQzQc+zMZ9LKvO+qiyiaqHnk7hULRp7aRe2k1lsI1PamdwtNpRI7ThQlMQgjWnkblj5HBG0SGGcrIqjnUyC55wokdpxbEMCkXUppiSH55y4x5fAI4FIDqzdcsHw9eEuZdRHhrl/OBdY1SW+nKtddCOkQK28G58c3YALd1SuKkbyvAu/uGEE59+fwYgzkfM11+YiRpwJnH9/Br+4YTWCT7B6ceGOSnxydIMhqLMuclhD91xGF3w4F0jD20eLknh9uCunBgIRq/FIIIJ7fAmmM9/KuxFZl8KxDQmUSO3gOSfaySROVsXRIoV1nFUy99AgjeFAkQyV11ZAkxnct5EpbCez8NKuvI/RCFZvlga6rDDCqqBknkummXa9mcYE3ZqGFKpSRD5Hf947FiopTyeZzpmUp0Rqx3BhAiPOhObN+souYD3txX3VMQwxsuZKtlo8Eojg2AY9EiLLnz9alMS7t7YwQ7nVAzyX+TKtTm0B/Gl/B/669CjONE/lFPyt5XbRjzPNU/jr0qP40/4O3eQ6LO60N2oKKEukdrx7a0s6gNXz2apc3yOBCFOXguecGHLEcV91DOtpr+7PV11NMkacMkGcvP5yI+FJ60nnjYRnuUOh7msusjkDQsj6PmYgZIBpOJdk6GdmZ2m5sJIvXhS5uLQqgNdUhBQh2WrTCYQeojiLRYCHduDOiiQOFCVRIJShQCjDVEkKC1VsyC6LRUAfmcNzbeG0zJa260GwUBXDr761G6JQAZ5z4mzrBJ4N3sJ4XQScrIrjk6MbDCnmchzBv287iEsvdX4lR0eVYxCLD4v49I8jiJWmDB17U53nXYiVpvDpH0ew+LCIKsfgqtcUkRZceqkT/77toCF7H8858cnRDUoBfu17yHNOPBu8BT/ZfAg854QoVOBX39qNhapYDt9Hltl7ri2szNCv/flOeyMWqmKYKkml1+2BoiTurEgqBYLcnudMgrhBGlPOSfZ4leecX1GAyyeDO0k3xjKRQuyjPOa5ZJpp15tpT9BXdCyWtdDz2bEQYRf96VnVOrpHM+HH6k6fcZstEauRLEsx60tzHMVhjwxzL6Xduj9fstXi93u6cVdlkmnz5jiCn3UckJl288SYXeUYxAezm/DFl2fwaXGy0AAAIABJREFU654hmZ1VR0DCcQR1dA9+3TOEL748gw/nAkoAlB9lgbOtE/hZxwHG3yDirsokfr+nmymhXstLaTfOtk7gsIcNjmoX/en1aWSBhOOoDmSKTJRVR/ekuSXkZydPRb+MDkW2Bjprh0J1MxAywDQl6F9FniSPJuQxQdcNgZXX/3Yyi7HipG5uFFuBDxPuFFJlqTQTdg+J4MG6qKJFvfZz5aEdeLJ5EpF1qZyS5E10BG+OtinIMAFd5HBGZ5btN3xydAPCLqM4UkTcWx3DZ68NYTv5/9h79+A2rjNP9DQANnD6NEEQBEFSJAS+BFIPkBRJiUVTZkgzFGnqxZCSCJOi+RAJgHiVrhMrLmvtslZXjh2vVVK57InLTiq71o0rY1d87ZEr2bubSiWbVDYVz90k5WRuHuVNjSaexHJm8piNPdbs/O4fp7sBUpKNbjRBcdJf1VdlSxTY6D59vu983+/7/ZZveDYCcWK/tILrf+nG7//hU3iicUXh5yhkD+JSpk80ruD3//ApXP9LN/ZLKzfZUxzYR5fxTz8/gEcbEgX+zqxHPGn87tTWvElIVaQDLzQ7MKCQw7WwCd2/2ya4EVXg7fl130WE2DguNsfRT6OaAkGmOoNZb34KBLe8FoUbZbo8jX102QBBXGEjLIU5P6CvlVjTh1y14pJllm02031Av5nUWvE7FpzoTWV7DksR3cl87qxsoaQ8NwsG+jqUnBjlSlcEY3nOCH7UM4r7M7ga6cyL0ZsQ3tG9/vnC5W30PkcPbcc3ej+B31/jkL9fjPdiviKDCqmbH44EqjxXh+KiMnfqQ4XUjfmKDH4x3ovf/3oJv7+Wwjd6P6HMPRaPnbefRnH982LeiIUyGsbVSCfi/gwKTcQE4sQYS+BKVyRvAqhVCA8TO0UqCY8xbgdedAtLEY3BXR/BXGHrMLdDYVxizQ4rETLFdMSlLHHpWqm1YmqhEyLCWRJAiI1jkMYMKRDYbB6EpQhmyjPooQvKvzfOWD1Ao1lpKmXG/dGGBMZYfiNGDrsPp2vTeH77SUPoKrvNixfDc3i5/YS2Z3+9ZxKXd83nXRAfZQm8d96ddxzLZ70sV2bw+9+ewpfb7r0phFwgTuyUjuMf0w344H9/Eddf9eOFnQvopnMfkedk95FuOocXdi7g+qt+fPC/v4h/TDfwmeqbxHb1Pv3+t6ewXGkes3wZDeO9826Msvx0zwWB4fKueXy9Z1KLvS+3n8CL4TlDUHu3awee334Sp2vTeeVXNsGNMZbAow0JbUZclQwcUA7sRp+56KhFD13ATHkGYSmiM+5l1UXUd5sXC4rHcSEI7AaJNX0EplZcssyyzWaGDuiq1JrKdqxP7sGcDctm8yAgD2OQxrCHzhsiilMlN7KamGZdO68EX9oWwwCN5pWMULEBl7bF8FhDwoSZZM4m/4vxXqWLns/3cuDJphX84VN1pnR19boajJ8ORfHeeTf+8Mez+Jd/vYzf//YU3v9+N67/VTWu/1U13v9+N37/21P4l3+9jD/88SzeO+/G06GoloQW+7olZxP+8Kk6PNmUr568Aw/U8Zk+M9jTRUctHmtI4NK2WF7dcEFgGKBRXNoWy7uTlp87NC1nTSrKAEHcHjqPQRpDQB4uKkFcrlyXyuCuX2LNDisRMsV0HdBziUtXdZcEt4nr+6OvQ+2yDdKYQaI4ioA8jKkyLlFYSPdWIE7Uy2M4V5/EsLQCu82rIbsyeSNnROyjy3i9a0rpqOq9Fgf66BKuRjpRw/qhdmT1dNEFgeLnR+7A13smTd3fa1g/3v9MKa6/vkWTg7vZ9YuOWhyQk/jh/iG8/73dPCb9w6dw/T9vxfuPyfjdqa343Sn+39f/81b8/h8+hX/518t4/3u78cP9QzggJz+k0MLly66/vgXvf6ZUuUfmfD9BYPh6zyR+fuSOvPMitXuuIh5qWD+uRjrRR5ducf0fvnZ66SJe75pS0AofvXao2IBMDrLLbvNiWFrBufokRzkablxwFMN+aQVTZSpBnD5+CBUdo8amYhPE2QT3LVBC+ebcVlyyzLLNZgYO6NmESNUL1pLZojG58wDkY3s1Qim9M38CccLH9mpz6ByCZV4yJzmb8PDWVP4w95xOaOHyMvw5jZem8M5Sa97dB5vNgzcGR/Gjkbs2VBItd52VOKrBnCF4pU54pU4wZ0iZCy5md+zmbrd58aORu/DG4Gjeh9EyGsY7S60YL02Zcv1hKYIrXZG8NWZVePvDW1MmF2JE+Nhebf7cx/bqSqhyZ/z66BL/90Wc8VMZ3NWio5/1GpSPtBIhE0znAZ13LdcyuRdXao2vIR/bi36FQ0E/yaGIMho2bQ5dcjbhVE0GiaoMSl2tsNk8GKQxPNG4kjeBKXOG8EyId+KNqD3YbV68sHMBT22LQRAYbIIbX9o1h2/eMZ73vfHQdvzpbDnO5kl8qud+99Morr/swT9fcHHCzI/Ys3I5eOrlMYQlHq/r5bG8OSsE4sQ+uox/vuDC9Zc9SoHA3O91NpjEn86W562aIggM37xjHF/axUkFBYHhqW0xvLBzwVAu4LD78UgwiWdC0Tw5YDhx6RONKxikMdhsHpS6WpGoyuBUTaYgIt+18+c8H8r/fqukxD10Af00Ch/bW9Rc92Y8G16pUydq1YpLllm22czAAd1yyy233PKbu5UImWBWXLLccsstN82tuGSZZZvNrETIcsstt9w0txIhE8yKS5ZbbrnlprkVlyyzbLOZlQhZbrnllpvmViJkgllxyXLLLbfcNLfikmWWbTYzmAhlieJqWP8GEcXxmWl1blWdQ9cz8ycQJ8poGAfkJKbK0nmzcOfrdpsX46UpXGiO35LBda2XOKrx8NYUHmtIFCQrkustbAK/WdyB+Yr8WcMFgeKpbTEQYjeRQXfzu3ov+ExlvvOhIuYrMvjN4g5DcjU3c2dJAI81JPBIMJkXW7rKTHyhOY7x0pTpHAMVUjemytI4ICe5Rqwucix2w3u8HjrEN/cbCeJqWL9Bgjg7rETIFNMZl/j891qiuCzLcRHn0G0e1MlD2hy6h7brnkMvdbViWFpBxKNKgBqXn3TY/RgvTeGRYBItbAKCwNDIDuLxRv75+c2Vi2iTpvFa5z0GyeJ4LHx++0l8845xhaBOxH01afxqpkNROsnvc1xiEG9N9oAQuyn66B/lAnGCOUMYpDE8E4ri2nILrv+lG3/68V1cOeS3p7j/egl/+vFduP6XblxbbsEzoSgGaQzMGSqKHJd6L96a7MmL80b1LWwAv5rpwH01XJKVig345h3jeH77SYMxgpPDvdZ5D9qk6bzWisPuR8STxuONK2hkByEIDC1sAo8EkxgvTRniPtCen0BRL48h4uHSn3qJFwWBwUPbtfnzOnmoiOSl/H6qKhVrCeL0zcFbcckyywghpJ8Q8leEkLcJfyHG1/y9QAj594SQvyeEvEcI+a+EkG1rfsZLCPm/CCF/IIT8jhDyeUKIvOZn2ggh/40Q8j4h5Coh5LSBazV4QM8mRCpRnJbUFjEhEgSKUlcrOuksBmkMjeygElTy17cUHbWa3BqXqTJ3cw3Iw3isIYFFXyZPdnYRYSmC17umTCSPETFTnsG15RZ0SCd03V9C7PinB/2ok4eK8kxvZ6+Th/BPD/pX3Zt8vEM6gWvLLZgpL1xWTX2e/TSK17umFELBj/5M0VGLRV8GjykSNma/o9vZUU1eTZ88lAN2mxeN7CAGaQyddBalrtaCDiV676VKEKcWG1WCOGNEQLd1IrRZYpPuA7ogsBuI4ozJ5BXmgkBvSOj1HXS4hGibNI2Z8gx66WJBEqACcaKZHcbDW1M4VpaG6KiFSwzipC+D8/X5yoDywvGDdWlcaI7nyQB/o/vYXrw5OohHgkkIAoPD7seru6fx7X2HdR0q1cL1t/cdLujwVpgrkp/EqRzAVSnQ4l+Lw+7Ht/cdXnVv8nGXGMS39x3Gq7un4bD7IQgMjwSTeHN0ME/d8hudig240BzHg3XpPGU2uezn+foETvo4oa7oqMWxsjQe3pri6iwFFDgcdh966SJmyjNok6Z1S3fabd6bFNyKFZvsWCtrvJogTk8z7LaOS5ZZVjS7mxDyfxJCPkFungR9mvDE5gjhicyrhJC3CCGunJ/5KiHkB4SQHkLIPkLIzwkhX8r5ezch5NeEkMuEkJ2EkAgh5E+EkKjOazV8QM9lzi1MN7iwzUvVnh2S4miTpnXrU9oEt1ZhzWqAmxdobzwYffRni45aPLUthiebVgwnQ2vdYffhS7vm8IPhj+uW93q9awr/699Vol4eK9Jzvf28Xh7D//p3lXi9a0rXvyt1teIHwx/Hl3bNFZRo5zoVG/Bk0wqe2hbLs+jjMFAoytf5eu6nUa3jp6+zxd/hNmla0z8vrsbs6gQoKI8YYMjN9ds6EdossUl3XOI6236U0TDq5CHUyUMoo2F+8ChCBzN3PUnOJoSlyBrN5PzXkSAw1MlDOKYgUvJjwb71+8mcIZz0ZXC6No0q1geb4MYeOo8LzXGMskSeaBURHdIJXOmK5C2bdbPPOFaWxt9OdWEPnQchDtTJQ7ga6cTDW1O6Dz7/mG7Ad+48ZPJ+trlcdNTiO3cewj+m9eUJgkDx8NYUrkY6leK7A3voPP52qgvHytKGn+8+uowrXRGlEfDRn2GzeTDKErjQHMceOg+b4EYV68Pp2jRO+jLK2jeejzFnCAfkJI6VpVEnD+lEszi0/HKQxhCWIgqbfBELfsR5631N1/tyW8clyyzbEANZnQQJhHcnPpXzZ2WEdxoiyv9vV/5dd87PjBJC/pUQskX5/xVCyD8QQsScn3mMEPL/6bw+4wf0nI0jIA8jIA/DQ9uLnBBx7dktbAADNIpeuqi7+yYQJzy0HQfkpCJ9ZTf1+gWBokM6gYvNcRwpTeUZIEQMSytaF92s6/GxvfjZ4T58rmVZ1z1y2H14uf0E3v9MKTrpbJGe7e3jnXQW73+mFC+3n9B1yBYEis+1LONnh/sMdyRu+Ezi1Lrnw9IK8kkWBIHhSGkKF5vj6JBOmNoBUNfmeGkKB+Qk7zDo1H4udbWily5igEaxhQ0UVWNW3cc8tF3bx1Yf7P5NHdBzDeT2jU36D+jEqRVaVChohdRdQKHFqDtQ4qhGvTyGARrNIkJ07eEi3K4d2K/A3AvVx7bZPNhHl3G+PoF+GoVNcMND23G6No3Ttem8R5hERy0uFVg4dtj9+I87F/DtfYeVDquICXcK78ZCyn6W/2f5WS/ejYXw5uigyZKRm8MlZxPeHB3Eu7EQ/KxX178dllbwbiyECXcKhIgocVTj2/sO4z/uXDCMSqBiA55oXMGlvAvHfGRMXYce2g6b4EY/jeJ8fQL76HLBo041rB8RTxr7pRW4XTugC95OnBpCc4BGUS+PKWu2eHuJ2girkLq10R21EaZvT9k0cckyy4pmIKuToEblzzrW/Nw3CSGXlP9eJIT845q/dxBC/oXwzgchhPwnQsj/veZnBpXPLv+Q63ES/oKqXksMk/FkO0918hCC8siGJES5M0IDNGpgfpXD3HvoggJBtps8/+pAqasV99Wk8VAglXc3hDlDuNgcx6VtsQI7KKuvpY8u4dpyi5IM5f+MbDYPntoWwwd/IaKHLhTt+W6sO9BDF/DBX4h4altM97oallZwbbkFfXTJtPvFnCFc2hbDxea4rrX0UCCF+2rSCnrCvGen3pOZ8gx66IJOeHuWR2LA8MxuYc83NwEKyiOok4cKRAJtmkQI5PaJTSbEJc6LQsUG+FkvAvJwgaMKhb0TftaLPrqEPrqkmxtFPeR30lkNmlvYNYnws17cX5tG3M9hxHabF/ulFVxsjqOHLuSZ7GcLx4M0ZrhwvIUN4Md3DyBamYEgUNgEN55oXMEvj3crh6j8P8tD2/HWZA9+vbBTNzJsM3upqxW/XtiJtyZ78tY6V93t2oFfHu/GE40riuY5RbQygx/fPaCLDyDXBeLEII3pKxwTJ3roAi42x7FfWoHd5oVLDCLuz+D+2rRSdCisW62OinTSWd2Ha5UbJfc9Lh43ih1rR0nVPY2KDQb4UTZNXLLMsqIZyOok6A7lz2rW/NxfEkK+rPz3g4SQn97ks94hvDtBCCH/DyHk2TV/v0P57O0fcj2PKD+zxo0d0FXyiirWh6A8girWl0PMU7wOmEsMYqd0HENSHM3ssHJI0AdzD8jDmC5PgxC76TAmQWBaIOqli3l30bvpHK50RTBVljbx0CLiSGkK7yy1KoQ/ep6TiP3SCq4/J+LpUNQ0yPbt6A67D0+Horj+HP/O+taDA710Ee8steJIacq0tSQIDFNlaVzpiqCbzuX1uYLA0EsXs4m4qYdfUetcTZenEZCHdcPbRUctmtlhDEmcSNElBouKwPnwPezP6oC+kbHpEVJwXMqS/eV2m5gztCFz6KWuVnRIJzRuFL2oEEFgqGH9mHCnlP3HXtB3cNh9GGUJnKtPIsTGIQgMPrYXZ5TCXb6zy86SAM4Gk/jC9pMFkKry/fFqpFPbWx12Py7vmsc37xjX3Q2327x4alsM73+WGdirN5vzePT+Zxme2hbTTeQmOZvwzTvGcXnXvNIp5593NdJpIB/IeoXUjS9sP4mzwaSutXRfTRpnAin42F4IAkOIjeNcfRKjLFFgfsHXwH5pBRPuFGpYv+4imcPu07hROqQTReZG4d/BbvOCOUOrUEHGyJg3TVyyzLKiGcjtkwQRYmoHPUvMo7Ifb8wcOt9IA/JwwZDCIwrEfQsbMHkjdsDt2oFPbknjVE0m785niaMap2vT+NKuOcOV7Zu5IDA8E4ril8e70cgO6v4u3XQOf/x0DX4x3ps3ydDmcU5a84vxXvzx0zXKQVjf92tkB/HL4914JhQ19UC8hQ3gS7vmcLo2XwIe3j0/VZPBJ7ekle6Uec9KEKi2Lo+UpgqGEAbk4aLC2282f+5jew0Q8OT6pkmEQG6f2GRCXOJoiBJHNTy0fcPn0NXCk5rccxI0PTFR1NjDp8p44bgQ1nKBOBGQh/FgXVoji3PYfTggJ3GhOc4Z3vPsordJ03h19zTmvBnDHUVBYHi8cQU/GfuYwm3CY+TPj9yBL+5Y1A2zFgSKM4EUrn9exJNNKxtIHrd+7rD78WTTCq5/XsSZgP6ZfYfdjy/uWMTPj9yhxYJ6eQw/GfsYHm9cMRyrbDYP5rwZvLp7Om/mdoE40cImcKE5jgNyEg67TyOHe7COF3sLeWfVd2WqLK2x6et9/1xiUCuyGWn8FOo3mz/30HaUOKoNoFQ3TVyyzLKiGcjtAyO8mRWgN5udQ1eZczdmDp1vxl6JV4CNyTRx5lxeQeYzx3rZPvO5xn4axUWFDCW/4OpAIzuIl9tP4FRNxlRZGZcYxJWuCN4cHUQV69P9792uHfjmHeP44JITywpUsVjPe71cECiWKzP44JIT37xjXDfckhA7qlgf3hwdxJWuiC5m4nzWz6maDF5uP6EUVT56bQoCxR46j4vNcW321Lz7xd8ZlZOAs03re2dyZRJ76SK8UmdRpJO0+3OT+XOv1FnA/LkdmygRArl9Y5OhuMSfp2/VHHphhH/G3w27zYsq1od9dBl9dMnA6AYvPG9nR7XRK73jI2tddNRi0p1zAFK69I8Ek5jz5k8e6bD7kanO4KW2WQMF3qyXulrx1e7j+C89R7UDYzedw9v3hvFoQ77kdbnOScr++Oka/PJ4N5rZ4SI+8/VdT83sMH55vBt//HSNIZI+m82DRxsSePvesFZ0drt24L/0HMVXu48XNB7QyA7ipbZZZKozeRdGREct5rwZPBJMat1ttYA06U4XSPzn0P79TDlX5zGCYPHQdvTRJeyjy6hifToVggp/5rlEzLnz5w67z0B+vWnikmWWFc1Abk7E88mcP3OTmxPxdOX8zH5ycyKekpyfeZQUjSROdd6Bcrt2rOpAcQhOEefQiRNUbNCYc5tZloBGz4asspSPsYRCnGNmtdQBD23H2WASmer8u+g2mwez3gyudEW0ToNZ11RGw/j2vsP43sfGDMEVbYIb8xUZ/PN/oPh6z6RChLYZEyIHfGwvvt4ziX/+DxTzFcaKIRVSN773sTF8e99hk7XjeafjSlcEszq6VswZQqY6g7PBpDKnaOazEVFGwxhjCRBiV/Sa9ek9lziqtS5jWIqAig1FhbcLAl2lf76FDcDt2lEgAmjTJEIgt29sMhiXbj6HXuyxK0J4PHG7dmjokDp5yMAhgcLH9iqs2nZ4pc6C3g9BoGhmh3GuPolDchIljmo47H4cKU3h8cYVDn3P6/M5+/rlXfM4E0gZ1MvmHpRH8MP9Q3iudUnrUO6XVvDOUitO16YN7cOlrlZc6Yrg+rMi4v5MQde30W63eRH3Z3D9WRFXuiKGDtI2wY3TtWm8s9SqjQCIjlo817qEH+7n/EGFXN+ZQAqXd81rbPAfuQ6JEyE2jscbV3BE0TkvcVTjkJzEufokl1YroOAvECe8UicIseNYWVqBz+v5PF4cq5OHNFSm27WjiNwo/BrU8avC58/t2ERxyTLL1tVkwrsQHYS/EP+H8t9blb//NOFdiMOEkDDh3YabSdn8v4SQvYSQPkLIz8hqKZsywqVs/hPhUjZThJD/RYoms6Z6VkM4d4ZTcjYVABE1tpk57H4E5REMSXGDWsqi1jGdLk+jmR02nRDEJrg1Nu38Z9E5Ec7ToSge3prSpXOaj/tZL94YHMV37jxkkJnXgQqpGz8auQsfPCXiXH3S1M7xertLDOJcfRIfPCXiRyN3KYUK/euWilzy543BUd2Muh/lzpIAHt6awtOhaN6EQLmz50dKU6Z3pm02D5rZYY23QTe8XZnT7aSzGJLiCMojpqNWPtz5iM7N9i7j8+d23OaJ0GaJTQXIf94ec+i5EqCDNIbt7KgBfgUHXGIQgzQGQuxoYRMFHjb550UrM3igLq2McjFsYQN4vHEF8xWZvOOLTXBjvDSFK12RvGHNt7pPPXQBb032aProAnFi0p3GteUW3FeTNlSUEASKUZbAe+fd+Lvp3Uq83TwoL0Gg6KWL+Lvp3XjvvBujLGHo+gXixH01/F5Ouvm9VPXO35rsUQhfjT+7NmkaV7oiGNcRY5wlAcxXZPB448qqNfhAXRrRyoySPxiPA3abFy1sAoTYMUhjuj9P5TXazo6ukUos7v5h3vy5Hbd5XLLMsqLZALkp4Q35ovL3AiHk3xOexLxPCPmvhJDQms/wEp70/JEQ8ntCyBcIT65yrY0Q8t+Uz/g7wpMrvVbgAf3GLlSdPGRCF0q/50KS+mkUNaxfNyRJJSWZKc9gkMYUshozDwz8MPtAHSdGyf8wKCIsRfB61xSmyox1FT7MS12teK3zHnx/4G5DcHdCeFDbKR3Hj0buwvVnRVzeNb8OKASznHd/L++ax/Vn+cF8p3TccHeqivXh+wN347XOe0xnErYJbkyVpfF61xTCUiTP+8nX2ZlACg/UpQ0XHT7s8yVnEwZpTIPf6iP04RDgGtaPfho1CAEufA2o6B9VhcIc9M9tnQgNkM0Rmwo4oN+oh66NXRX1gOZYxebeQxdQIXXr3rttghshNg5CuDQW31+M76kCcaJNmsbZYFKDEtttXky607jQHEc3ncv7PXSWBPBgXRrPti4VuMfwQ/ovxnuRrMpoBbJ+GsXb94bxQF3acGFCheO/d96Nd2MhTLrNj59muk1wY9KdxruxEN4779YFG1/rdpsXD9Sl8fa9YfTTKNSGSrIqg1+M9xZ4OOcx5tnWJTxYlz/JoCAwdNM5XGiOY9LNn6s6enE2mESbNF0gikpEqatVk+wLsXFD71yF1I0eurCGvb2YCByqjV/dXP/cOqBbZtm/dSvwgL56jrNOHrrJHGeRNjSl6tkmTWNI4qQ3equeagJ3SE5iqkyd0zM3qcudRT8gJ/NOPOw2L+6rSeMrHTPYzo7q+l75uORswrf6juAnYx8raHZPEBj66BL+5kA/PnhaxIvhOTSyg0U+fN362hrZQbwYnsMHT4v4mwP96KNLBVwbnw38ydjH8K2+I+ugxStiOzuKr3TM4L6a/JNUu82LA3JynWbP+XsSkIcxVZbGITmp/Zme7+UsCaCFTWBIiqNNmi4ye7v9Bv6MVQe5gq7DSoRMMMNxSdVDZ84QtrABBOThnMJLMVFdq9ncB2jUIEpE1FAzU2Vp1MtjBb/PzBnCfEUGDwVSCpyYdzAfCSZxqiajg0zSgaA8gld2zyBZZfwgqT43lU38pC97SO+jS3hnqRWPN67kTYx5s+tkzhDO1yfw/mcZfjXToRHl3R4jWQ6NIO1XMx14/7MM5+sTyhicsesrcVTj8UY+KsBlPvnh/KQvo7HnF7LPOex+JKsyeGX3jAKRz2+9uF07cKqGz56r3fNmdhgPBVKYr8h/9O9WbhPcqJfHNGJF/u7oU2BR0ZgDNLpB7O1ZJJCP7UVAHsYWNqAhgYw9NysuWWbZZrOCD+i5TMg1rB9BeQR+1rsBCRGfGwrKIxikMeyh84aIeQixYw+dx6w3Y4j4Kp/f4XbtQKY6g/P1CQTk4bw/v4r14fntJ3GhOW6IwOyjvIyG8cruGVyNdKKfRgucd2QYoFH8YPjjuP55EX871YXlSh6Ai30QY84Qlisz+NupLlz/vIgfDH8cA7QwhnWBONFPo7ga6cQru2dMnjnn7nbtwIXmOJ7fflIHssGBgDyM8/UJZKr1JNv5r1+VUHHWm8EeOq/9uZ614aHt2EPnMUhjysGlmOzt2QTIz3oRlEc0Ap7CkT9WImSCFRCXRE07uIr1ISAPZ0cXitwFU3kW6uUxDNIY2qRpA/ufQzuYzpRnsI8uFwwBFgSGsBTBI8EkIp40XGIQDrsPYyyBi81xDNJY3uNdgsAw583gtc57lD21gNlhRY/7aqQTy5XZQ/qwtIK3T7Th8q75Ag9w/KD+ROMK3jvnwZ/zzp8mAAAgAElEQVTOluOZUFQrUhRvXWTvXTM7jGdCUfzpbDneO+fBE40rBR3MCeEFmMu75vH2iTZNk9wmuLGs3NtogaSugkAxQKN4rfMezHkzed87m82DQRrDxeY4xhQZNZcYRMSTxiPBJMJSpMDnwEc49tFlDdmlW/tcyRfapGkM0hjq5THdfEaFO0ffqONX6h7mEoN/DvKflllmmWImHNBXk1moZEvZhKi4MHev1IkeulCQbNMWNoBJdxoT7hQ/5Jt8oBQEijZpGk82rWDOm8kbHiwIFH10Ca913oNoZWEdi1u5Swzi0rYYri234KQvY8p33cIG8GhDAr87tRUfPM0PyMuVGWxhA+vAjMrh01vYAJYrM/jB8MfxwdMifndqKx5tSJgmoXfSl8G15RZc2hZbl5l7h92PaCVPfHmXP79rdth9mPNm8GTTCocLmlz5F4gTHtqOCXcKk+60Afm/1bKIPXSBk18VGd6uJkAquaV5ZGJWImSCFaYuorAfq3PoKvkf32eLn2j72F6Nzd0IXFZ9N8ZLU1lN54JikgNUbMB0OT8Y7ZSOQxAYKqRu3F+bxkMB/jvyvUa3awcea0jgizsW8yYKu5XbbB7tkJ6pzmgFsw7pBH566E58585DSlG7sOfiLAngWFkaf3OgH9efE/H2iTYNUaDqg5u/Hrjeu9oxfvtEG64/x5Fcx8pUmHhhsTAgD+M7dx7CTw/diQ7pBNQGSqY6ezgvjFuHEwR+ccciHmtI6GgUOFDD+vFQIIX7a/nYlSAw7JSO45FgEtPlaYUDp4DCE3GihvVjwp3CuCKZq7dBkzuWso8uw8f2bkhhz2H3aeTL6vx5YWoUVlyyzLLNZqYc0FX92Vy5tY3Sn3WJQQ062yGdMNSxdZYEtA5hWIqsS3evxFGNSXcaF5vjSuU4v4OUzebBhDuF17umMOHWr4WajwsCxRhL4O+md4MQu9IdLvz7q6zEy5UZvDE4ivc/y3D9WRFv3xvGl9vuRbSSd2TVarHD7oNNcHPiIIEqzmAT3Fr1vYr1YQ+dR7Qygy+33Yu37w3j+rMi3v8swxuDo1iuzBhgcb31Wlc75X83vRtjBol78rlPuc84/24WRViK4KIy32ccEnrr7++w+xCWIhrCRC9podqh6JBOaKMo+jWiC7y/OfqyufJqxvRl17qVCJlgBcUlVW6tjIZNTHCNrzUqNmgdOSOjV+r1dtM5zJTz905vZ/Bm1xWQh3G6No1EVUYjR2yTpvGEQhiXfwHYgS1sQEN35UtkectrEyiGpRX8YrwXz28/qUHRS12teH77SfxmcYfyc2YU9fi4zQE5ia/tOY4/PeLF9edEvBsL4Ys7FjFVxgljmTPE5a0Eqjw7xy1cVOaHfWDOEJrZYUyVpfHFHYt4NxbC9edE/OkRL7625zgOyEnTyMfUe/GbxR14fvtJhauAQ+ef334SvxjvxbC0UnC88tB2DdXFi7P5rUGH3Y/5igyeaOSFY5VcOFGVwenawnXPVaRJL13ETHlGkZKz5319uWuhhU1oiJfiKovw671ZgZHn00bk1VS34pJllm02M+GAvlp/Vu1IZROi4sLcc/VnVf1KIyQhdfIQJt1pjLHEunTRCRHhZ714sC6NUzUZXYdglxjE/bVpvLJ7RtGhXZ9qv6px+5Oxj5nOgisQJ0RHLZrZYWSqM/hq93H8emEnP7R/XsQHfyHi/c+U4g/3b8Fv49vw64Wd+PXCTvw2vg1/uH8L3v9MKT74CxHXP88P479e2Imvdh9HpjqDZnaYrz0Tn5nKqvuTsY+BEPu63/dXds/g/tq0ju48Lx6cqsngwbq0wiRv7vWp3fMxlsCkO406ecjQu7X2/Sy+vizTEiAV8WNcX3atW4mQCVa4uojNA+YM3QhzL7LcWu7o1QCNGhy94q52ByfcqYIl1wjhh6b90grO1yewh87DZvPAWRJAxJPGk00raGETee/56v74yu4ZnKopXNpMIE7sofP40chd+OKORS0+Ouw+JKo4suvxxhWTeT94h7uRHUS0MoNv3jHOUV9/IeL6syLeO+fB38/two9G7sLXeybxcvsJXN41j8u75vFy+wl8vWcSPxq5C38/twvvnfPg+rM8jv3u1FZ8845xRCszaGQHTe/QS84mPN7ISdESVRmtoVBGw/jijkX8aOQu7KHzBa8Xu82LUzV87lxPPiAIFC1sAk82rSDi4UgBm82DPXQe5+sT2C+tFIwGVKXV1PeDI0B0fkbO6FWWM6KYo1d2qIjUtfB25gwViEi14pJllm02M+WArs445cLcV8/9FRPmniXmUTt0+meIRFCxQZtl2s6O6mSpzs9tghs9dAGXtsVwQE7q+B1ct/vSthguNMcVzc/1CyLPtS7h3VgI5+qT60CElv1OgsBQ4qhGGQ2jmR1GH13CkdIUZsozOOnjPlOewZHSFProEpoZ1xvnnc/1KwRJziacq0/i3VgIz7Uurdt9JsQBr9SJC81xXNoW06Ur77D7cEBO4tK2GHrowrowFTvsPmxnR7VZWA5J1PdelTiqVyFcik/AI66a77sR3l7oXmUlQiaYCeoiDC4xuIpkaSPURQjJjl6tTvz1c5u4xKDWIeTIrkL5UURUSN1IVmWQrlaRRpww7kwghWSVPg4Lu82LqbI0rnRFCub4UK+vkR3E//j4fnyj9xMKeamoHTTfmuzBG4OjCvP8euwh2b1CLbBEKzl3zBe2n8RXOmbw1e7j+Gr3cXylYwZf2H4S5+sTiFZmtOe8njmQIFB00zm8MTiKtyZ7+J8RJwgR0cwO4xu9n8D/+Ph+U4rJKqfMla4Ipsr0sOpzzp1kVQZnAimNGM7H9iJdnUGyKqMoABRyfZwXJSxFNISJ/rGz1eRwe+j8Boxe8TWnqovkkly6xGCBOY4VlyyzbLOZkggVuqlku1K5rMjq3F+xYe65G20PXYDbtUN3ALcJbgTkYUyXpzHKEiij4XX4HpzUJFmVwWMNCV0dC0JEhNg4Xtk9gwfq0ut4cOaw+vHSFN6a7MGbo4PokE5sKk1Zoy4IFB3SCbw5Ooi3Jnu41mtB83sf7pKzCQ/UcWQEl1bKL2lROxSPNSSQrCpcR/amv4M4UUbDGGUJTJdzSKLeIoAgULhdOzSOiOxBpdjwdp8mr6bC281F+1iJUIFW+AGdOLViX+5zNmeMQa9nR68GaSxbmNIZT9YD2WWzedBN53CuPokDclKTXdtHl3GxOY5Rhcwr389ziUF8cksaL4bnCpKuzH2WdfIQXuu8Bz873IdDclLbd/ysF5d3zePacgvO1yfWhQvkw67r5l6c3+8Sgzhfn8C15RZc3jWvIKb4GjkkJ/Gzw314rfOegjkBCMlKqL4YnsMnt+hBdfGi7qhCPriPLmuyagfkJM7VJ9FN5wqOqWYguwTi1Bo76ihKsUevbjYuqsqrlTiqlXfJOqBbZtmfi5l0QF+d+G743N8alug6ecgAVEmE5GzCsLSypotu9vfgB+1HGxI4VZNR5vfy+x2CwHBITuL1rilEKzPrMHO8OnhUSN14JhTFu7EQntoWWxcY9e3hfPzgqW0xvBsL4ZlQdB20xFd7iaMay5UZvN41hUNyUkfl3gEPbcepmgwebUjoOtjrefa53fNhSYWW6pWv8aFOHipAZaHw7/FhBGLmFeCsRKhAM01dhDlDqGH9CMjD8LPeHCbk4sJW1dErlXyqhvUbIJ/iyK4+uoTp8jR2SsdN6KI7IDmbcNLHZdda2IQGsU1X8z1FX+GYo4CebV3C51qWlQNi4fuRimK6GunEow2JVfd1vDSFnx+5A28MjmKARte1iLrRbrN5MECjeGNwFD8/cgfGS1OrRoQebUjgaqTTRLSbiDp5CJ9rWcazrUu60Hpq4fjRhgTS1VmegxY2gYcCKZz0ZZRrLGz9Oux+7JSOY7o8jT66ZADZxcnhali/RuZY/NEr5ToUBQo/60VAHkYN69fk1Sx1Ecss+/MyJREqMWUjXwtzr2H9GwJzJ0SE6KhFIzu4umNhoIveyA5qes+cedT8zrHN5sE+uowLzXHMejO6KtR2mxdHSjmhWNyfPyO8UVer6Ve6Ing3FsIXtp/kOudFRUms33drZAfxhe0n8W4shCtdEZO6QB/uDrsPcT8/nB/REq78/q1LDGLWm8EFpUOxHsmpIFBUSN04JCcxVZZGIztoqHue26FoZAcV8qfi7gsqZDVXEtI8eLsdfC+1EqECzTR1EWdJYFUxRpXSK/Z+JQgUkrMJO6XjGKQxhKUIh60a6KLXMM76fUhOmkKAKRAn6uUxPFCXRro6Az/rhSAwBOURPLw1hQfq0orMY77vB9dHf7Z1Cc+2LumSEv2oe9hJZ/GtviMgxM4P40qxxVkSwOnaNN6+N4y/vmtEkfEyX+Vko9xh92OMJfDXd43g7XvDOF2bZX23CW4M0CgIseNbfUfQSWdNI0UNyMPac8xf79wOQkRUsT48UJfGw1tTCMojEAQGP+tFujqDB+rSqJfHCn4PVeLZQ3ISx8rSvPBloHvuEoMISxEM0hh2SschOZuKjhIUiFOTLM5tcjlLApa6iGWW/RmakgiZkZhmu1Nr4TnFZ3PnQatC6kYPXUA/jWILGzDURWfOEAZoFLPeDDrprMYoa/b1usQgZsozuNgc1z2/V+Koxqw3230tlKAnH7fbvBikMXx732FcW27Bk00rnIl1A/RkC3VBYAjIw3iyaQXXllvw7X2HMUhjRbuPKgpi1qsPBaHOBV5sjmOmfH2g7SoTcCedxayXz1ZynV793fMtbAD9ythJhdRd9E5mLnv7jfB2s1A+IoiVCBVqpqmLqM9bTXg9tH2DYO7Zd0Dt0hl7BzjTdD+NamzVZsQkh92PQRrDufokxktTcIlBDer+ZNMKZr0ZpTOZ/7u2UzqOF3Yu4GJz3DQlEHWmmRA7rkY68WTTisLVwWfTt7ABPB2K4p2lVny3/yD66NIGEH2Zu2b66BK+238Q7yy14ukQz2XUWXMf24snm1ZwNdIJQuy6OAM+6neX0TAuNsfxws4F3YVqKjZgVpH7VKHtLjGI8dIUztUnMUhjJhRQeGxS1Q36adSQQoKaK6roFmO5YuH3W4W3e2j7GvZ2v6UuYpllf4amJEIuUzajXDb3OnkIQXkEPrYXzpJAkdncs1XREBvHkMSlzCRnk/6Ohc2DoDyCY2VpjJemUMX61qnYwGHVn9ySxvn6RE4Qzu/fO0sCWFZ0s0dZokgwP4fGBPzXd43g2nILXgzPmSIDVIxrV2VZXgzP4dpyC/76rpEcRtn1v3abzYNRlsBrnfdguTKjS7JMTUbP1yfwyS3rw9qu/p4q1ofx0hSOlaURlEd0ry2BOCE5mxCWIhiS4gixcUPdw0KftyAwOEsC8LG9CMojqJOHTGRvtytrxgViJUKFmmnkpSrMXWVENh8xoeM9UFAkquSaqjah9zrUguKkm8ekGtZvQmGUH3znvBk8ElRmgxVEXMSTxoXmOIakuK7upCAw7KHz+HLbvXigLq1Jf5l1P9WO8o/vHsCsN6Pt24LA0MgO4lmF3PQ7dx7ChDtlYCxno5yP1024U/jOnYfwbiyEZ1uXOFJNyaMcdj9mvRn8+O4BDTFg3u/nknYP1KXx5bZ7OQO8jvVlE9wYkuK40BxHxJPW3rduOodHgknMefWRD37Y+qph/RgvTWHSnTbYIBA1NRlVWq34xKX8OnIRqLns7eYQW1oHdMss22ymJEJSwZtl7iaj6lOrMHfzNhl9QcZm88DH9qKfRrW5P/1zRdm5P1X7eb0On4LAsJ0dxaMNnAlWbxCjYgMeCqTw6u5pjLJEUTrA6r0WHbUYkuIa9P3N0UEsV2ZyZO5uh8O6Q5P5Wq7M4M3RQQ3KPiTF1wkdcXO327wYZQm8unsaDwVSurpTajIdreQzotvZ0XVCLmSLGLPejOH5PrvNq8339dMofGyvgfnbQn31TLKqNJGdSTYHRcT3UisRKtBMOqBnizJrYe7FJy/la9Bh9yMgD6M/R3JNv+KCA1Rs0Bjds6zVhR54KILyCO6vTeO+mrQy0sUZt1WOi6A8ouu+2QQ39tFlvNZ5D07Xmn1IF+Gh7TgT4ASmr+yeySEd48++hU3gmVAUb98bxluTPThfn+AEl0Xffz76mdpsHgTkYZyvT+CtyR68fW8Yz4SiCgcA036mm87hld0zeGuyB2cCKYW3xqzcih/OT9em8VrnPXxsSk9RhjgRlEc0Th1VGaBC6sZ9NWncX5tW4O6FHoAdq1QNeumiEpv0PVOb4Nb4ivppFAF5uOjEpep9y5UqzoW3m9Pcsg7ollm22cxNCIFASk3akG5koVwFKyz23B9xgooNaJOmMSTFs7NFBuf+1C5iFetbNyi3w+7DAI3i0rYYJt1pXV1VlTDsTCCF1zrvwSFd0m3muM3mQb08piVN7yy14us9k1iuzOToihZ37ljVIV6uzODrPZN4Z6lVS27q5bGikwo57D4ckpN4rfOenAQr/wDsLAlg0p3GpW0xDNDouj1jQWCoYn0aesTofJ86ezskxdEmTYOKDRuyF+TCB9eH1VtU9lIrESrQTDygr4a518lD68Dar++dcrt2oEM6gQEaRb08ZqiLnhuTJt1pbca30Ouz27zopYs4G8xC3W2CGyE2jrPBJJJVGYUoLP/rtQluHCnlMenBurSJcHf1nlI0s8N4qW0WVyOdeGHnAjqkE1oxXp1TjvszeGNwFNeWW/CtviOI+zcqJmX3CzU2xf0ZfKvvCK4tt+CNwVHE/ZkcfgFe5OyQTuCFnQu4GunES22zaGaHTe70clj7g3X8cH6kNKVzvxfhlTqRrMrgbDCJEBvXGjbjpSmcDSbRSxdNaRyoHAm5KBL9hS7ePa+XxzBAo+iQTiiKP8Ue01utglQnD5kMb7fDOqBbZtnmMzchBDahvEAJh9WbXi7RRS4RU/ETotXsnMZn0XknUdXZNDaHm7+XOKoxVcYPYIcU6Rs91+oSgxojeLIqo/Pfm3fv7TYvgvIIklUZfKP3E/jN4g78aqYDX9tzHPfXcsZVH9ubE4REg+vDAUJELRn3sb3oo0u4vzaNr+05jl/NdOA3izvwjd5PIFnFk7LiM7RyFx21SFbxZ7NcqX9uXHTU4pCidz5Vll5H5v4s/4Kqu6wfObJ69tw4e3Xha1EQ2CoCy1zCMNOKk8QJm1AOYiVChZpJB3S+jm02zw3Q0Y0hL+XX47D7UScPrdJb1o8yysak6fI09ksrJsUkjoYaZQmcq09iWFpBiaMaNpsHbdI0nmxawXJlRvch2ya40UeX8GJ4Dpe2xRTCMXPvvSAwNLPDuLQthv95dC/+e/8BTLhTYM6Qlt+oOu/RytUx6aW2WSz6MmhhE+u0NrIElS1sAou+DF5qm10Vm6KVGU0nXN1PmDOECXcK/73/AP7n0b24tC2mHMzNPkSKCMojuLQthhfDc+ijSzoPvPxwv1zJ587bpGnYbB6UOKoxLK3gXH0SoyxhEkqNx6b90gqmy9OGY5NNcMMrdWIPnccAjSpqP8XvnueujRtGcUxbh9YB3TLLNpu5CSGw23wmdpF4EHSJwVWznm7Xjg2Audu1IKfOv7ZJ0zkBW8fnCBRlNIxhaQURTxotbGIdiUR4Jzzu5+zc/Qa6pM6SAGbKM7jSFUHcb4acSWHfx2bzoELqxpHSFJ4ORfGD4Y/jN4s7cG25BT89dCe+2n0cF5rjiPszOCAn0Uln0cgOoob1w8f2wit1wit1wsf2oob1o5EdRCedxQE5qd2nr3Yfx08P3Ylryy34zeIO/GD443g6FMWR0hQnZNpQWCOXM4r7+TOZKdc3c04I77z306h2n/R23vVcq8PuQwubQMSTxrC0gjIa1t2tUd89FcESliKG3r3CnRcNVe1zlRvDJQZNLBryTp3d5gOxEqFCzTT5z7XdqRvIS4s+a5rtonfTOQzQKJrZYQPkVjwmeWg7hpWDSoiNmxSTRJTRMOJ+Lr2mdqMddj/GS1O42BzHVFlaN6RYnUN+YecCnlPY3ddjL7AJbtTLYzhXn8Rbkz344f4hPFjH1SeyhVkek/ysF0dKU7i8ax4/P3IH3o2F8KuZDny3/yAuNMcxX5HBPrqMenkMHtoOlxiEw+6H3eaFzeaBTXBzt3m0e+QSg/DQdtTLY9hHlzFfwePTd/sP4lczHXg3FsLPj9yBy7vmcaQ0BT/rzYlNvLDdyA7iwbo0frh/CG9N9uBcfZKjvXR3ifNYR8SJgDyM51qX8MLOBY1/QM87RsUGTJWlcbE5jvHSlHaPOqQTeCiQQtyvFnUKLyA57D6E2Dimy3ls4nKdet9jTrbYzA5jgEbRTec2qHtuX4XyuZG81MymlhWXLLNsM5mbEIISe42pc5gqnFTdcILyyIZpoqsbem4XvU4eMtBBzQbO6fI0Dqyj7BohWRKw+2vTeKwhoUin6AseDrsfh+QkrnRFcCaQ0thuixl8bvXdHHYfPLQdHdIJnPRx9vqv7TmON0cHcTXSiXeWWvFuLITfxrfh3VgI15ZbcG25ZdWfvbPUiquRTrw5Ooiv7TmOi81xnPRl0CGdgIe2b9Cc6c2cs+2eCaRwpSuijB7oY7AVBIZOOovHGhK4vzatm0RQ3+/ismoH5CSmy9cmtvl+Dn9f6uShVd3zjWLHVbXP1YJhGQ3njN2Yx79RYq8BsRKhQs1E+U/HTec71QLNxvBj8C56IzuIgRtUDfR9NzUmHStLY4wlTItJgkARYuM4rcyjB+UR2AQ3Sl2tmFNkHUdZQjeCR+VZ+VzLMp5rXUJYiqzboUgQKLawAZyqyeD7A3fjaqQTX+0+jkl3eg0PBt8jnCUBBORhHJCTeHhrCl/bwwu+fz+3a1W8+dnhPvxw/xC+P3A3vtt/EN/tP4jvD9yNH+4fws8O962KX38/tws/PXQnvrbnOB7emsIBOYmAPKzMFlPkFgt8bC8m3Wl8tfs4rkY68f2Bu3GqRu2qr1OeITCEpQieU3TrjfCZlDiqMcoSuNAcx5w3g1JXK2yCG0F5BPfVpHG6lhePzFqXFVI3xlgCx8qMxib7KpWfARpFIzu4Qd3zrPa5j+29BU+GGfuTJf9pmWWbzUyEElpuueWW/7m7BSU0way4ZLnllltumltxyTLLNptZiZDllltuuWluJUImmBWXLLfccstNcysuWWbZZjM3IQSycxtERy1sgts0SI1AnBpZnCprtKEatDm66IM0hk46a3DmiJPz7JSOY7o8jUNyEn7Wu66zjDbBjRY2gUcbEniwLo16ecyQ3qdX6sSpGk5Qlq7OmCzPYnnuvfbQdqSr+b0+VaOf+ZgQDj+sl8fwYF0ajzYk0MIm1mUGMfv7KPysF4cUaPtO6bghSUF1xraTzmKQxjZI95w/BxU+qJLD1bB+jRzOLO1zTg7nhuiohezcBmIlQoWayfKfylqweVZpoqs6wxtDFpd9T1Rd9J3ScYPvCR/jCksRRDwc6q7KW5mxvl1iEGMKadwhOakRvtawfmSqMzhfz0ew9KthODRFiq90zOCpbTElthWLF4BzU/jYXoyyBM4Gkxqs/WqkE78Y78X3PjaGr3TM4EJzHJ/cksZ0Ob+//cpoQjedQzedQw9dQD+NYowlMF2exie3cO34r3TM4HsfG8MvxntxNdKpwd3PBjlpmo/tLSo3jyBQ1MtjeGpbDF/pmMlRitEJEbd50Elncb4+gUx1BjWsXyPiPCQnca4+iTGWMEX+T31XfGwvxlgCEQ8nhjMyLqXmgTul45ru+UbNnhdvT7LkPy2zbDOamxACt2sHXGKQJ60mSg7lztaozMlu144Nmg3mc165rJ1GJW4E4kSpqxX9NIpZLyeRMULyo8dtNg966SIea0jgAcOHdJ4QHZKTeHX3NJ7aFkOHdKLoMmP/lt1m86BDOoGntsXw6u5pHJKThhIg9XD+QB3nIOili+v8nDhpzj66jFlvBv00ilJXq4H3dLV0jcZSvQEEferssdu1Q1OUWD17bJ60pN3mhUsMwu3aAWIlQoWayfKf6nPimuiqlFGdPKRwVZglZaT/nXPY/djCBrCPLmMfXYaf9RqaqRWIE27XDk11IasLbcb9E1HqasWkO60xu6v6zHXyEB4KpHCuPmk4lqja3p9rWcblXfMac3zRuSqUpgJzhtDIDmKUJZCu5vwoX+mYwbf6juBHI3fhZ4f78NZkD355vHuVvzXZg58d7sOPRu7Ct/qO4CsdM7jYHEe6OoNRlkAjOwjmDOUUB4v7/VRG9cu75vG5luUczXj9z6tDOoFz9Uk8FEihTh7S3i2VsX3SrWrem7P+qNigaZ4P0Cg/VBsoZNltXvhZr/a+cVWfjZk9V8nhPLRd24+8UqeJ2ufZ+2fJf1pm2eYzNyEEZa5dkJxNSqLCTNqsshuQmiAH5GFUSN3rsAHlv1Gph4dBGitA4iarQ3ukNFUAkZY+d9j92iH9wbq0YR1Um+DGHsqD9Ku7pzHnzSgHC6ubXsjacrt2YM6bwau7p/G5lmXsofOGOt6qru+DOYdzvaRy+nw1AeIRw7qyq6VrBmnMcBHMjO+kJo0VUrdGvsMLhGYeyEQIAoPD7ofkbEKZaxeIlQgVausg/2lfRRZXw/o1OSNzCzb633XmDGkdvZ3Sca50YGRft3mwhQ3gSGkKU2WcmMuswphAnPBKnYhWZvBIMIl+GtVQd9vZUe2Q3klnDelcC8SJKtaHc/Wc1PS+mjSqWN+GsOzf8H4rCBmH3QeXGARzhuCh7aiQuuFnvfCzXlRI3fDQdjBnSGF69+UgEjc2rgoCRRXrw301aVzpiuBcfZLfWwNNErvNi046qx3Ot7OjGnqon0bxSDCJaCVHjJmFULLZPAixcUyV8di0hQ0YKiyY+a6Zsa5y0V0BeVhDd5nbwLLkPy2zbLOamxCCctqOUlcrD7g2j7nMxjkatOsDMdW5WSmwQvUA0cImOGTPEKzQj+3s6IM1mAcAACAASURBVDrACm/tDrsPvXQRjzYk8FAghaA8Yuh3CsQJH9uLZBWX/bq0jd8Lq5uu3202D1rYBC5ti+FKVwTJqgxfCwbWtyAwBOURPBRI4VHtcK5PYs/I78yFD25nR41B24kTVGxAC5vQCmBZ+GDxu+e3HLExDT6oJD82D0RHLUpdrSin7SBWIlSo5ch/mlUwtmMtquvmjMnFW6PqGrLbvKhifeili9hHlwvQY+YF6J3ScUQ8XGnEK3WadgARBIqAPIxkVQYPb02hjy5pGunb2VGcCaRwvj6BHrpgMI44wJwhTJWl8XL7CXxh+0kMSXHlXmyUPOZmdp6jDElxfGH7SbzcfgJTZWkwZ8jQ/bTZPOihCzhfn8AZ9XCuaJ330SU8vDWFZFWGy+eZuOa8UicOyElEPHzsyljBl6NV6uQh7KPL6KWLqGJ9695UueX3+khlCfP2PEFglvynZZZtQtMO6GU0DCo28ERFoCZtENkuehkNIyAP3wZddD6vp8o/qbJrxpIAES4xiG46h1lvBoM0xvWi1znRU2fSH6zjkMNuOmf4EKdWp88Gk3i9a0qDz1sH9fzunQpDf71rCmeDyZyulf7Pc9h96KZzOFefxIN16XWfOSeEJwplNIxBGsOsN4NuOqfMDep9/x1aArT6vSq2rBq/lrXd84A8vEb72qzuOYXD7gMVG1BGw9YB3RxzE0JM50X5MFTXxkmu8XfQWRJAIzuIQRpDN50zjOwSiBOSswk9dAEz5Xz8ytioyi0+X6CoYf1YrszgbDCpwdFtght18hAy1Rk82bSCAaXDbuR+qvJo99Wk8VrnPThXn8R2dnTDDlObz3nRZzs7inP1SbzWeQ/uq0kXINfmgOioxQCN4smmFWSqM6iTh7ispAKbPxtMYrlSnUU36XCujBLuo8uYKc+ghy5AcjYZaqaoyK5uOodBGkMjO8hz0A0qyqmFwvVFd63mRyFWXLLMsk1lGsRdhWepwdbUroXSRa9ifTd00TcEVkicGtRpSIqjk87CQ9sNBRZBoCijYYyxBGbKCzng6HOb4Ea9PIaHAik83lhYQqTOeB0rS+NLu+bwcvsJzFdkFN304j6bzeI+thfzFRm83H4CX9o1h2Nl6QJmPrMJ0OONK3gokOJFknU+nOcWmGbKMxhjiYLeAw9tRyedxZAUz8IHNyQBEm/onlexPpO75/z3qEmqCnu1IO6mmJsQAleJ2bwoyjNT4pHaRV8faKm+998muFFGwxqyK8TGDSK7OCKmQurGsLSCiCeNNmna1DETQWDYwgYQVQ7pfXQJoqMWgsBQxfoQreSH9AMKoZzRPbHEUY19dBlf2H4Sr+yeQdyfJSMr/jPaHK6S98X9GbyyewZf2H4S++hyATP9PDc4ICfxZNMKopUZZfSAQXTUoo8u4awCa+cFALOeDUeDtEnTiHjSGJZWUCF1G0YLUrFBIwjeQ+dRRsMbWpBbO2rjY3vXIT7l8KOUBEGsuGSZZZvKNJI4r9S5TmRxfJMocVTDK3Vq3Syv1KkE9Y0g58mShfTSRS0h4kmM/s9SO6mT7rQ2+1cMWJ4gUDSygxpj7JHSVEGsqWoXJF3N56hf2LkAQuymdmA2s6sVfULseGHnAl7dPY10TjfB6Fp0iUEcKU1pTMGN7GAR5uJ4x1ud7Zt05yIn9K8f0VGrJUC9dNEw2ZUZ30sQKERH7Q37TYmj2vR9LZccTt1DiZUIFWpuQggk0WxelOxzK3FUo4yGbxNuFDtUCG5QHkE/jaKPLqGG9RtEoPD4FpCHcawsjQk3L/iZiWZRD+nLlRzuPkCj2v2rkLoR92dwoTmOiCeNMho2/PwE4oSf9WK5khdDL++aR8ST1v6u+M/p9nT1XkQ8aVzeNY+X209guTLDFWYM3ycRZTSMiIfnF3F/RjskO0sCGKBRPLw1hWXTD+cc5Vgvj2HCncKxsjQC8rDBeMI/q4b1o48uoZ9GEZRHNogYjl/PzbhRymjY5PjEn5/GjyI2gVhxyTLLNpVpMmteqRMe2r4OZHF8o7DZPKs6WjWsf2MlbnJghQNKQlQhdWubqN5N11kSQFiKaCRbKrPpun+PHMjhpW0xHCtLFwiz5wFNnSkkxI5nQlw+poyGbwPSnuJ7LkrimVAUhNi1GbxCkl4VXn6sLI1L22KmQwQ//DtxBmaV5DAsRQyxzas/XyF1o48uYYBGNxg+mJWuyd1rSl2tpnfPc8nhPLQdXqnTklkzx9yEEJQ6W+AsCZjMi5JdI5KzaRVB02qG7WKvW77PuF07EJYiGKRcYcP4nss7kJ10VpMGq2J9pqJy1G5tsop30vdLKxyCrBzSZ72cAT17sDO6r/GCQ4iN43RtGq/ungYhdoyyhMJx8ecXk9aumVGWACF2vLp7GqdreZOgkAKpIFCt0HKxOY5Zb/ZwLjmbsF+BtSerzEc12AQ3qlifJlnXSWcNI0DU2N0hncAgjSEsRTZ0zeQqBeQSVUrOJvO75wo/irMkgFJnC4gVlyyzbFOZmxACKjZoCabbtWMdkqKbd7UqpO51qBrq2bwZSl2tCEsRDElxtEnT2p8b2Xip2KDBhbMEPcWA43EY2n5pBRea4zhdy8lUCutgOrRZ6vtquE7tS22zSFdnlAq0z8Rgcju6CIfdh6A8gnR1Bi+1zeIrHTO4r4Z3bwpjR+YJ507pOE7X8u7EfmnFRFmkj1irAtOId9SxjELgtITY0SZNY0iKIyxFOOJiQ2Co2e5o7uy5+Wid1cmP2j330HblGVqJUIGmIbs4L8r6dtHr5KHbpIvu0HS5VSnQEBtXCmdGPk8Ec4Y0eaosTNi8w4lKNjpTzvXQp8vTGlmqSwxigEZxvp6rjrRJ0wUiy3hMCsjDIMSOV3bP4MXwHKKVGdTLY39GM+p8ndTLY4hWZvBieA6v7J4BIXYE5OGCY5PD7kebNI0H69I4X5/AAI3CJQY1MtHpcv7nM+XGyVBvuZ6UwsCwtKLJBXJSO2PvvrMkgBAb1yQ/s7rzG/N+r+2e18lD6949p2KDheyyzLJNaBoZj5pkZsnizNaGFVdVDtXOlvmVQ30bppoQ9dAFDNCotqkbO6zwanauPnrx4OE8sO6jyzhXn8SjDQkMKx2NQp+hw+5DIzuIuD+bDJwJpNBLF3MOY/8WEiOHVrTppYs4E0hpSWDcn0EjO2gCo7oDkrMJw9IKHm1I4Fx9EvvoctGYinOJd1S9c6MdBRWFQogdAzSKHrqwwQlQtjO6FqljLt9FlmxMJYdTi5sWGY8ppnGjMGdoHdRFsmtF5UZZO4u+UcVH9Z2ql8c0qLuf9WrrTvfnKcW4ISmukcYZI9r68Gv20HZMuLnUmgqt5tJkfoSlCB4JJvFYQ0Lrshd2f/l9CLHxVcXTUzUZhKUIP0z+G4S/C8QJlxhEWIrgVE1mVdE8xMYNr5Gsi1p3/LGGBB4JJhGWInDY/bAJbm3U4Fx9EhPuFOcrMXkdSc4mjRRuSIoX0OTg98HPejVoe708toHILn5/186erw83ymp1EeYMWdwollm2Cc1NCIHD7tdIjjy5kmsaWZxZXXRePcztonto+8Z20YlzlTY6IXZUsT7D0GWb4IaP7cV+pQJcSHfSiKtQwFM1HJo2X1EovDD7/Gw2D6pYH2a9GTy//SRe75rC89tPYtGX0fSuN+o5FrYuqbYGFn2rv9usl5PimKEnrHYH5iv4szlVk8mBIq7/d12L8tgvrcDH9hqEvfJRiCrWB0LsqzTPN4poS+2Kemj7qu65uV1RB1RyOFVaTd03mTOkFFqsRKhA0w7oKi+Kueoiq9eLV+q8rbrouciuQRpbg+zSP4Ki6qMfkJOYLufoKl5YM68IoRKvjjJ+sFMLmnabFzabB43sINLVfN9b9GUKYBRf/d3sNi/q5CHMejO4vGser3XegwvNcYyXplDD+jeMiNY8542NGtaPcYWn5LXOe3B51zxmvZz/xIyCqMqcv+jjzyhdzZ+fzebRuvVxfwaPBJMYZYl1IAAV4SwJYKd0HNPlXCIwq3euf83nIrtUaPvGNhNu3j03nxuF30tVXUTlR7EO6JZZtvlM0Zv1ruoEqV10sxl0187fqOzKkrNpAwNpNiHqkE6AELs2+2f04KImDRPuFCKe3Pne4nw/9SA4VZbWiMfUSrgZz1LVkt9Hl3EmkMJLbbN4rfMePNnEWYNDbFybRbw9D+sObZZOJUl7smkFr3Xeg5faZnEmkMI+upyj4V3471M7SSqh31RZ2nS46Ye7qPEkRDycOKqQ5E5lnc59ZzY2AeKJrORsWqUWYf5ccZYc7lZ7JrESoUJNg7iX0fAqdRGzO3YqX8HaLvpGzqKrnTY/69Wg7oTYC+gM8/2nkR3EhDuFSXcazezwOqB2uCqEqol9f212fljt5B9T9tozgRR2SsdNugaHVhg/ICfxeOMKXt09jZfaZnG6No1+GkWF1L2BLP3616XD7kOF1I1+GsXp2jReapvFq7un8XgjZ8fPFlYLv3cOux87peM4E0jhyaYVHCtLa51rlcfg/to0Ht6aQh9dWgeVGn4NzewwJt08NnG0mrG1oSINCLFr0HY/691wZEyusojaPVd5mEzf13LURcpo2IK4W2bZJjQ3IQSCUMaJJNZ0g3hlz+zZP3ZThmU1iG/k7F8N6wch9oJlbtSAs50dxVRZGscUZnfjUidGnB/IeugCztUn8UTjCsZLUybPxYsaQ+qEm8u9vbJ7Ble6Ini2dQnRSj5DVsX6OK+BqYiM/J+F2vF0lgRQxfrQSxcRrczg2dYlXOmK4JXdM3i8cQUT7lQOc7J5kkReqRPjpSk80biCc/VJ9NCFohZsVMmiEBvHsTKuNMAJ7ownQLmyNYTYc7pVG9edKM6+wmf7cqXVVNQR77yWgViJUKGmkcR5aPs6qYvcuG5yu+gbG4+yUPegPKId0PneZJR9mpPGbWdHEfFwItMsl4iZ35HHvm46px3qVH4NdS69hy7gTCCFxxoSOCQnDUs73vS+CRQuMYgWNoE5Bel1pSuCF8NzeHhrCofkJOrkoRzd+9uhuy5quth18hAOyUk8vDWFF8NzuNIVwfPbT2LOm0ELm1Bmwc27Vx7ajkMyHz84E0ihhy5o8+Yqr41abOmmc+tQ1HFoXC9HSnlDYzs7WoAsIFdDUHO5AYW1fWOh7dl9Zm333Px95kZ1EQ9tt0jiLLNsE5qbEAJCpJvOU65HUqRWEtd2ujZWh5Zv7KrMWj+NajNLxhMih5YQmXEoMny/BYoq1oeIh3cuzgaTGJLi6wC75zOdald1viKDp7bF8MruGbzeNYXLu+bxaEMCc8psfr08Bg9tzxISCky5HvUAn889Un9OhECcEASmEXd5aDvq5THso8uY82bwaEMCl3fN4/WuKbyyewZPbYthviKTRUuYzIOgHmKHpDjOBpMauoBryBaTQfbGYlE2ATKmi+uw+7UZ2X7l8GCmzrKRe50727cWmbMe3fNcabVc3g5CJBArESrUNJk1D21HGQ1DcjZpXXRz11kWeaEyum9hA2vi0QYd0gUKydmEndJxEGJHN51DhdRdQCGMF207pBPrfEjnCJsa1o/p8jTO1Scx//+z9/bBkWXXfdgBXqO777uNxsf0AgsMQAAzs5gvYmaExcwIwgTCCJmdJXZ2FsbMzkLYAeeDM5hPIBJp0QwZKksxpElRZMSSSImqSkpyRSzRlhVJER3JciqMHUtFqeyoSirHThxH31akyJJjSzJdlk/+uO/cd99793U30O91vwecX9Wp3QG60a/vu++e7985pMhFne5B7O6q4iF3Dt8eUPPSP+pVLLXemx49F4qFwzheuaKd3i+/Wzm9X373HfzE5FPcHNzBi+Ke7gX27Z2kA8menjKqb4blAl4U93BzUBHsmddGwYTxypUU2oaKutf7o17W/O0B1QrX3VVFp3sQJypX8e4h1W++MbCNI3Ix0QkAtCZh5/yce7uF4LVKtBxy53BO3EEAB0+7t7xqvk4x/RcC+onGOhJze/KVo0WdPXdLR7FPzKjpTDxmjcHIHTwHXRkp4Sx6OiPXCjoDZfaKUu9fMmVbexPKLB+Xa3qecysGEZVanXE3cL1fzZpOyyBqdGiXesZ1qRqN9PLLHJN2rAo6WzJWWcYlsYVbL+zgZ448wa+ceS9+9eW3dFbji9Nb+NHx5/h4aAdvVLdx2X2M58VdPClv4mRlBccqyzgiF3FYLuCwXMARuYhjlWWcrKzgSXkTz4u7uOw+xhvVbXw8tIMfHX+OX5ze0tmHr778Fn7lzHvxM0ee4NYLO7gktnQGJZ0MWVGX69HoOyr1bG/WXN0HMoBuVLdxvV8xKbdSKksG0Ly4j5fFIzwu1wLPTvuloKsjTOZ2n9si+ey5OVrNzJ77xhYbQi2iCgBY7pnQBqa5xsk6zUF9FJ6L3tksq+ofp/GfwV7avTkcRBJ5UdzDjYFtnVFOgmMj7rOuuE/wnYln+F2Ht/GiuBfJpn9oTLX9PHxhp4V51w3uMZSw4AzpcZAPX1DBga+ceS/+3Mvr+JNnb+OXTqjS/Pu1HXxVPsUz7oauxJGlaSz1jGPBGdJ99d1d1aB4/doFZwhLPeMoS9O6oueMu4Gvyqd4v6bmxn/pxAP8ybO38edeXsevnHkvfvboE3z4wo4e91pwhlIIDqnze7xyBR++oObUf2hsO5I1vyju4Xcd3sZ3Jp7hFfdJSkS3am9TxcDGgLqOVj6rq0sEuBsA1PjPNPZ281KM6KdRuZSSfiroBJhpy/eJGSz3TCCwXmIwcgXPQe/RjKsUdRt0Z1M0iny2Zcqij8olrJZPdTiLrr5fvziL59zbemyU34u8NyfdLR3V82gpKt5+J90vt37d69P71NRTvFH1ouOpKjG/LPiQO4fH5Rouu4/xzuAOfnhMBQx+7PQ9/Mmzt/FnZ78dv/ryW9qJ/9nZb8ef+aaNgPzs7Ldr5/urL7+FPzv77fiTZ2/jj52+h59/6RF+eGwb7wwqFtjjcs0Y55dkoCm6d4hE70Z1Gz819RQ/feQJvt7WcXvB6yk4NZ09onmye2dwLmjuARpLeM69jf3irP59e7+ft6e97ES1fApH5VIge54GM65p/FD2nAKZypnrQWBDqFXo6SKmkZlOwDhY1WXORQ/qo84Z+Ko1ytFs1Mfk9Zayql1dEvvEDC6IB/j2wA6uyKcJ9jTbr/+8uIvvH9nGj008wzf7/Ixsd3c/Dsl5fWZ+zCMh88/MNNbdd5pq8gKec2/jm33bOnj95XffwZ/5pg38uZfX8We+aQO/cua9+KOn7uMXprfw00dUsOHDY+r17x9R8l2Ht/HDY8qp/fSRJ/iF6S380VP38Stn3hv4W19+9x0dtH2zT2WMa/JCysGggtb9r0q1xqT7h+S8DjaMyEV8s0/do/ePbON5cdfbe8kH8IkzYEWqcW0L4gH2iZk960mqljgmr+vpBwBOSte/i3U39FN47nnyPBfBALIZ3OTpIgxG/uA56I4uvTLn+qZnFAUZl8cqyzhRuYo1eUFH1ztJLkbs1BfFvWA/+l6zFl0CZWlas2dT1qITTjo5biflTXw8pBhbiZnVV5BpX1Ow3I8cniE5jxOVq3javaXH3r3iKlKc1z15rfIMX3Gf6LFep91bOFG5ikNyPhhQSqVMMW4vK4OXGIy//9hjfDy047U0dO4eU3aCpgnI0nRLe9jsO6ey0NbHzrW+9qI4hTV5AScqV3GsspzSZIio8UOtQME95yCwIdQq9HSRsKGpW2ISz6L7c9Epi16TFzLRq0z76pi8jkue8+E/e3u7rq4uif3iLC6KLT3SKj0n3SdOpZJ3GolGjPnUDkbTRz54eBsXxIOWqgV2e//N9qiJylWcE3fwValmuz8d3sEPeXPBP3v0Cf7AS4/wi9Nb+MPHH+IPH3+IX5zewh946RF+9ugT/MTkU/zQmHrPxsA2viqf4py4gxOVq6G2rvQnnlBWeUE8wA8e3tbTQ6jNiZjFaXQblbQnxQ5vW2tyzmn036LY8ngI9hrELmqbbUE8wCUviGU+O50Rn1ugJi/o7Hk6c8/90Wrh7DnZ8MB6icHIFbSDTodJXQM06Sx6VxVFcUo7ZmRcJz+DfZdKDUrYU3gRR+USLootXBJbeERea2m+KvUknxd3cWNAMZUek9fbTBwXXP9i4TAel2v4vtqO7k9/ozd5orRWlE596eS1+QR5b/Q+133m76spMp/O9WQrQrhj8jquVZ/jxoDKhLTCOUCtGkfkNVzy+s5H5ZIyMjpKvKNmkZtBviE5r+bKJupUBbPntgBm8PPYEGoRVQDA7q6BANFRmll0quoqFycCpajpGNO7338ADsrSNJ6UN3FJbOGcuIM1eaGlHlaqiJkX9/HtAVXWnS7Zo2q1OuNu4NNh5QxuDqpxXlThJIpTOCs2cedFVYL9kfHnuCi2jKkq7Q92+hwnIlTKXguIWfre1SVCnCrtvWaasrEotvAj42o8286LOzgrNnUSpKfwIh6R13BzUN2Lp8M7eMbdSLEVyyfjfdXLnM+L+y1OS1HtmTV5AefEHVwSW3hS3kRZmjbuXzvX3v+utqDfIXdOBf0S5ryJy54Tl1R31wAC6yUGI1fwHPRufaC0NYvu9YWFy1NFcSqFA2x3YrLBXhaPcEE8wLHKckslU9STZzrp03I1pT7w5q+pXJzAGXcdd7w5tR+ffKb75enw79R9yJ6otaC+7o9Pqoz5zos7LfZ3J3NtBWcIp+VqwDlvrYdQlaiOVZZxQTzQfedJsgnv9bq6u/s12VKwTSbp/s1ms+cFVGcpG0ItQk0Xgd7AqCCzXDOtLHrBGWoTmdPupbu7X7df0Xz0Vh1Xqv5Z8jLpr8qnOCqXUqz88TOoN6rbulzcLLPv7qrqMZ4fGFVZ3+86vI1LYgsH3VnPNujcfciydHf346A7i0tiC7/Ly5h/YHRbjw2l9aXycirLv1HdTrGCQt33glPDUbmknfMlL/Cyd+fcD0TQvHNqu+r8HqlHPpl0AsrPnofbgvQ0JuhFYL3EYOQKQQfdmJ8YR4KURhbdzFoQwVOnx9yYpcvUc0tlva1kGKjkbE7c0cRxlEHodECCggfPhlX24lNTTxHAwWm5ajhknc5cd2ovqIDNtFxFAAc/NfUUP3fsMT4b3vGd4A47rJQRIUK4OXGnxetSGQ9q9yBOhva1QtS7H6osNkw0mXxJsp14h0g0g/O52UFPCMZ0kVoki64Y82vpZNFDhE40DolKsTt7/vnz0efFfVwSW3hcrnmtK3vnuOjqknjIndNO+op8mhJZW/C7EIHq1guKxZwyvIp1W+qAxCvuE/zwmHI2yZkHcDIRNMmGFL21cLTTTWv1ivtEO6xdXVLz4ey8qNZ86wU/sJwmPwuR060Yzvkhd67lfStL03hcruGS2MJ5cb/j887p+1LrQHh8YzpcAxRArulJTGb2XK0HTxdhMPIGw0GnB90+RijdLHpwRNKIXERZms4AQY/PWj0rNnHZfYyzYjOBrIXqSZ8Vm7jerzLpx+Vah2d1+orFLR3FM+4G3q/tIICDnz36BJ8Nq/ForZZV5kv88rlL4iE+G1atAAAO3q8pw4aMyU4a7jQz+bhcw7WqGlczKzZb6jk3sxPm3m9tzFNCe9Q7M2RpOnBmpDMaKz57HhxDSc8DO+gJwNNLZZ0VMrPosjSdXhY9pI+IMK63fCIFUqe9PevFwmE9QnLRa79qdWxmd1cVB91ZvCQeajLTdDPp/hnTL87iktjCD4wqgrI7g6pHmpjFSQdfFopc7XPHHiOAg2vV537rWceDJ+0Wf1LKEXkN16rPEcDBz3nVBpfFI31W0+tOypt4Z3AHPzbxDD8wqioS+sXZlFsH/Mw5kZVeEg9VJUQLY9uoZfCIvIaLYkuPbk1+JN3ers3pHrSeIcnrp2D2XJamA9lzOicBygislxiMXCHkoAez6PSwp0vQU9TZsHC0MQsEPVQ2bGYRT8qbXmZy70YBkW7NuOu43q8YXWfc9ZbI6BJVMl3C60VzcL1fGU6ff+mRLoc7Ltewt3yi460Iadzv7u5+7C2fwONyTZdhfv6lR/ixiWe43r+NAI6XUcvGfaJ99Gafypy3vo+U8ddbPoEn5c1A9Ugn2zH0/QlV3VCW06+6STaAGCbeIScxmj13kB30RKDHf1JmyMyiV8unUsyi27Nf6TNt7+6Zl6VpnJarmjRuvHKlRU4I31leEA9wY2AbX6s8w4nK1TZUd/l8Hjeq2/jR8ef4zoRy5ojPgzLqfWIGL4p7CKACx58+8gQfD+1op6/zQf00xQ8gUTDl8dAOfvrIEx04vijuqQSClzEnnpmNAaXHPjr+XE9uST/TrKq6JipX8TXPOV8QD1oOChBH0HjliiaFm5arLQakk/vO5oSA9Ktwgtlz84yk7Ll/RrJeYjDyhJCD7ikBSxY9vbno3qHm9ZOmz8a8N4VQcIZwRC5qZndy0luLPisFRpnPtwd8QyNLGYHu7n6slk/hGXcDNwYUk+3nX3qEH598hvdrakTKkJxPwUFqh/gBoiE5jwviAd6vKdKcz7/0CD8xqVh8z7gbqoev471tJP7onEviIb49sKMrMVozqJWhTs45MbYrg24oAxUe8dMf0ibe6RdnY7Ln5nPKDnoCMBx0xa5NbVfp96Kr+x7uHx2rLGeEMM5/9s3y3gXxAEfkYsvEjV1dQldQUQvWjLvuVQql7fyoYPioXMLXKs/wg4cVx8f7amoKBZ2/VBZNJdMfGN3Gzx5VY0MfD6ny6bHKspFZz5M+iq4JZcDHKsu4JLbw8dAOfmpKscl/YHRbtySo+ye1vp4Td/B9ni774GEVcFFVEekHWWkfzbjruuXKrzjb+z4i53xELmrnPNjm0enn0ieGo+BeejwW8b3nuv1KTwtgB53ByBvsDroli26SIqVJ0BMmjJOl6UyUVFNp4VhlGS+Jh4n1/xGb+mRlBV+vKFbbK+4TRdiSBJVvIQAAIABJREFU6mzyvSkDClQsii186PUOkiP7eGgHX3Gf4LRcNdj4yUDKwveg8W5Ss39Py1V8xVVZGPO7PHxBjX8JOqZZ+A7qe3R392NNXsAr7hPcHFSj+6jEr5VnJWz4XxIPcayynInSQXKcZGnaTgyX4tgaM1AZnz13kB30RKBL3BV7djSL7veipxEw9g3t9swv3vsZ0Cdm8LR7C5fEFp4Xd70e3NYcMCIOPeNu4Jt92/hWnyKbVGzb6WcoyQkbqyzjaxVFIkcs44tiC4fkvHqdV/5eLZ/CGXcdNwd39JjLT049xWfDanzcZGXFLy/ueHClub1HbRaTlRVcdhXXySennuqxqJuDakxdtXxKl7EDODgk53FRbGmW/A+PKcecCG7bsW+7ugRWy6fwvLiLb/Wp6sBkCFRVAGdIzuN5cReXxBaedm/pioFO31cqbTcDeyNyEavlUykF9nxbJq73vKtLemvOJe4MRt5gcdCDSqJxFj1ZwjizNMgsde98dNRndj8mr+vxa8fk9QSyC37mgByuV+VTb1Z6p0uKbeKXgQ7LBZwX9/F+zTeOPnfsMX73u57j/Zpy2E+7t7RxG1QaaTnu5mgcZdyT0jzt3sJX3Cd4v7aD3/0uNX6GjJ77NTX2ZVguZIQUKn6vjFWW8VX5VAd0ksiMUNaD5i0vevu784zt/p4LE0qmU3ocDOTYsufxxj476AlAk8Tp8VYxWfR0AsbqOTNbKcYqy4FS1SyUulPAatCd1SzWs2ITa/JCy+XL1ON7XK7haq+aCLHYlp7l4DUUnCEcr1zB1yqqb/oTkypjDqAmaVAbHI0Nq8kLeF7cxc3BHfyoN17sM0ee4AcPb+sS67HKssdxM2Took6c8wVDRw2hLE3raRkbA9v4wcPb+JkjT/Bzxx7jR8ef4+agIiStyQt6LB3tUZq4Yq7Ra5VnOF650sbKJ79NYlFs4cbANq72qqquVjkSqA2iJi/grNjUUwwG3dlMJHBM+5VaY8Yqyym2atafe25mz9W6M0kcg5E3xDrodOCYjO7xo4WSO3CIXMPMkPWJmY7PRtfX6GUYqf+PSHpa70lWGZFD7pwuWQ4ot447SPXWRGWbBt1ZPO3ewtcqz/Dx0I4eQUYZjQ8e3sa7h3bwtcozvCju4bRcxRG5qLNhxcJhLDg1Y5asVArGKlLPpC04NSwWDuso8ohcxGm5ihfFPXyt8gzvHtrBDx7e1hkIGiX3eEhdy2n3Fg66sxkpX40X6jcno5laIg65cy1nEIhzgEh3gn19nQ5U+BU2NFOWKmyC5F3JVvSER06GmdvtASZ20BOAHrNGBmZHsugGGeGwXAhkxLKhjxwkx+WQO4fnxV09aioJMkeTkI7Yty+LRx4XRfuYsslRH5YLusQbwMGPjj/HO4M7eFHc84ISnsPtOeuD7iyec2/jjeo2vn9kGz/lnf+f8nTRnUEVQD7jbuj7SraNXx1DzzhJ8/vHl6KuSjTPlBG5iGfcDXzFfYJ3BpWOMq/x/SOqxeCce9vQT1I79DV5AS+Ke3jHC0YAOLrEn/hC2lfpofbhsFzAy+KRngaQDHGbT9ZLIwYpUNF5xnZ1fWYFKFXcUAVoOrwIzWfP1RnKY9YYjLwhxkH3Dx3beKH6JZ6tH3TUw0OG+IhczFRpITGdm5n0ycqK4Ui35ii5paN4zr2Nb/Zt68xF9kreGykrZdiOyiWcFZu4Ip9qR/kTk2pE2edfeoTff+wxfvrIE12O9/6RbXw6vIP3azv49sCOLpG7UVVCJZdvD6jXPB3ewfePbOsyyE8feYLf7/3tzx17jJ+Y9AMDK/IpzopNHJVLvuLMhJHdeE2ppJ0yE2/2KcOt9eqNgnb8Jysrgcx5FhjqAYKlg8TaToG75IMqjYky6wcn2UFPAFUA0KW7OotuBIzDWfTkA8b0bEhd6m7ORqfWq87rIwfN8Wtz4k4gk956dtEPHFNmd7X3OZ52b7WpLz16P9RIMAdfrzzD7xhRgeDvftdzvHtIBSxH5ZLmpKBALpHQTstVvOI+CQRtP+dVfX1y6il+ZPw5Phve0W1DS2IL58QdPClv4mRlBUflEg7LBazJCzjozgakJi/gsFzAUbmEk5UVPClv4py4g0tiS7evPRvewY+MP498LumoK16LGJFeUqCaOHpG5RJeEg/x7iFVAfbxSbUGr1eeIYDTkWpDsllOu7d0tcWCeJBI4NicpEKZ8zlxJyPj1Lzv7+knWZoOzDz3S9uTvh922zyQPe+qBoKb6hxgvcRg5Al1HHQWFhYWlt0JO+gJgPUSCwsLS2LCeonByBvYEGJhYWFJTNgQSgCsl1hYWFgSE9ZLDEbe0MAQCpIlUa/LoDsb6v+jMQ5JHSZ+aWG45zTY09PpQ88fSXXavYWXxSPdk+6X/7VS2qT+fp+YwXPubXzLKHnPxkzqdNe2Oen0daYhRd1zSSXtb3kl7X1iJgGSpoIuS6Se88viEZ52byUwOjA5CfcAR0vb05gpKxqcdY3IMdkQSgBVAMByzwQWnKEA2RH1otct7Uy837OgRzH2i7OBUvdg61UGnpkugcXCYRyRi7onnci0kigJNhnWl93HuDGwjW/0PseT8mYG+Cp8oq4hOY/n3Nu4Vn2O2y+qcvBPTD7F736X+vd6/zYuu49xxl3Hscqy0bs7pEvjTSG+E6d7EAtODQvOUIzUVA97gEfF+Dvd/VhwhjSXwlhlGWfcdVx2H+N6/7b1Wteqz/GcexuH5HwGCAp9Hp6T8ia+4ZW0L7uPE2SKj5Ifnhd3cUQueqNcs8DHUwi0Xpml7f3irDFyNuFzyGi/srX6hHvP9X7rmUBgvcRg5ApNZCrssxbbzaJrsjaXixMpzDze+6FJTvRJeTPQw6t60ls/pInAa1qu4mteLxsZRUl9BksWRBk/ojiljZ/NQUVkNy1XEyAiDH6GyaFwUt5MyPlPSorY3d2P5eKEdapDu1hxdz9zmx30BFAFAHSLR+1Gp8VADZMjJa8biroPmPZj9ljdlZhO+ry4r530Q+5cQn27ai0G3VmcE3fwrT4153pBPEhkzFtiz7NB3DVRuYrz4j6uVZ/rPvCPTz7Dj08+w4+OP8fvGFGcJjeq23jFfYLnxV08Ltc02RcR5LqloyiKU1guTmCpZzwg5eIEiuIUuqWjmliSyAWPyzU8L+7iFfcJ3qhu4/3aDn7HiCJ3o+ug/ve16nOcF/dxonI1g4SEaszZgniA6/0qcDwn7uCgO5uQTeaTHpJzPi/uZ8w5956BEGs72afEf5DGGRRHlhnXe07BTLd4FIH1EoORKzRZSkiZpRqK4lSbxq75EUpRnMIhOY8TlasBoyg7jqly0mVpWjs9l8UjPC7XsFo+ldBhrZhM+8VZnBN38EZ1W7PqjlWWE3LeWDolFIQZqyxrFtwbVWX89IuzLTMyK1GGdbV8Co/LNV3xcUxeR1mazpBz7o/xI+NnonIVh+Q8iuJUKqzt9caqqew5EQo2eo7ZQU8AVQDASuklFMWpyMggIkgqFg6jLE1jn5jBPjGDsjS9i0DKXvakT35pZsz6xExKGbMWzhOP+dzMpM+JOzgiFxNj9zZZ3l9xn+DbA362N0uVOPr+GQG4fnEWxytX8Jx7G6+4T3C9fxsfD+3gB0a38aPjz/FjE8/wE5NP8eOTz/BjE4qE7iPjz/GDh7fxA6Pb+B0jO7jzYlC+Y0S9/4OHt/Ej48/xu9+l/s7HJ9Xf+tiECgZ8YFR91nq/Cgacc2/jeOUK9ouzKSY8Wls7qhSkqoS3BxQDfjIs7dE9S2SHlDlvLyN9E3vJq6ihCk+TPDId8tlgosx27hFRZng0pShOYaX0EgLrJQYjV2jSQbczG5tzgdNj0Q2Or8je6LWgEnNLR3GysoKXxENdNuw7WK076TSLfaJyVc9MJ0cuuSg2S/skmI26Ud3Ws81pzm8ye7yoAzzUjnFJPMTJygq6paMZMqbtI9XSHW/ls+JSZoICkLufWMEOegLQDrosTessus4OeVl0akWgTJIfTBmqMwavtWfIZHU3xyn1lk9kTB/55ejDckE7PBfFPRyWCwmVIqs1Mce83aiqNqwlsYVjleWMZT2DzzwlHsiRcUtHcdCdxVG5hNNyFefEHVwUW/iqfIqrvc9xvV+NZrtf28GHL+zg46GgPHxB/e7OoHK+V3uf46vyKS56TPDTchVH5RIOurORWdXJ79WE9pBXjTFWWcYlr93qRnUbz4u7CVZkBPfqRXFPB5SS3avJ7BvSTzQO2By/6LdeJVvdRRn7Rmde8HxU2XNZmmYHncHIIXZBxuNn0c3ymnTHrtHnRrNpw3Ihc/1/ZvnwROWqdtL98sKkSv98Z4uMos1BNUaM+t+z43CxxO0VCugckddwRT7VwZbz4m6CQR21XwrOUKBs8JJ4iBOVqxlrkQj29VHfebRqJoXSdstYtWDZdLM8G+ygJwDtoPeWT6BbOmpkiIL9lWY2Kf2xa+pZiittJX2UpQApOT7Uk01ZyVG5ZFRdtbpGvt6brKzgFSObPis2cdCdzdy61PsuNLecHB3Vx1vDnsKLWCwcDpSym0Kl78XCYewpvKiCSroXXYTmqnf6ezbe59QHPis2ddb8ipc1T05vFHT12Khc0tUe1HOfLefcXxe3dLSNrS7xY9UCVUOhsWrFwmF0S0ext3yCHXQGI4fYhYPuR/HM/r9oGWg6/X9U6m7tR81U1thXOBOVq7ggHuCy+1hHg5Mr1Qpm0y+LR5pMjGbBJmeAsaSxP2imLZH/XRaPEs6a+2WDlEVbdh/jgniAE5WrGdwfft95mHeCStvT7Osz23fCfX3NG9bsoCcA3YPeWz6BsjTtE3hZeizr9mOmUeoear3Kcj+6eQaE+3qTD9D5Th0Fjt8e2MFXOXCcIwkGjl+VT3W71XlxN+FgSzChEeVLyFJZu4Nxwbn0Wq+8NYohhgvzbphBJSIilKVpFeTkHnQGI3fY5TibQiRzESaMS63UPcSYGc6sZdEoKhYO47BcwFmxqR2j8cqVhI2iYPaCFOp6vyozHK9cyVi//kEVv696vHIFl8QWrvf7BmyyWYngvhivXNGBolmxicNyIbG+weQkavxQ33l6lTL2zARVBZmZieY/lx30BKBZ3HvLJ3QW3dcvUWM0bLimGzD2+9HNMldicE6nzDWB58vjnzgpb+KiR2Z6XK4pcsgEg9yk+4ik7k0vAHnFfeLzXXT3J/wss7QmBezu7tc8OlfcJ7gxsI1v9m0HSdoS0xlqP/aJGTwu1/R+PClvJsjbk6T47S3mJAe/vSWNvnP/c80AshmItAUtSZ9R9ry3fIJZ3BmMHGIP82ajTJJ779fcnQIxe3/C/ejpjF1qTczMxYy7rkuLj8nrikQnUSXkl72fcTfwdY/t/c2+bbwo7uGIXGRHvSPiO+YjchEvinv4Zp9qSXi98gzPuBsJl7OrvdDd3Y+95RN4TF7XrRYz7npGMxP2sYojcjHF3t7GvBp7c/DYQU8AVQDQQWAyMjVhXIxBGsu8n6LhHCaKSnfPJnAudFWxWj6F03IVL4mHuCS29BmU7PjSICfLK57D91afChz7lUKsjzor6uylSrwlsaUruogELunKBxqfSbbKktjCS+IhTstV5ZxnLNlisz3tBJHpBALrTVCyBSyJGI7OTQo2A+slBiNX2IODHi252Tvj8W4laBRRli3rRpHTPagjxUveWKvT7i1vNm2yI2m6ugT2FF7EmryAs2ITV71RXWvV53hR3MNRucSGUVvEN3xG5RJeFPdwraruxWqv6s2syQteYClJEiXVbz7ozuJp95beb5Qpy14vqD3wNlZZTtn4qT+ZYu+BRnbQE0AVANDprkUMzcjYNU8XhcmTzNn16QSM1R6iloy4fvTs8KP4zxtNHJmsrOiyYur59UndkrpmP3A8467ja5Vn+PbAjs7Mkj7KnlO238UfYzsql3Slw9sDaqznjLueQuC4oEnnTE6EeXEfJysrGZskYlyzUb0Z7jtPr8WyEDnbohVC/tkWHqsWDmw63TUE1ksMRq6wBwddHe5xpaHpzkb3FEuoT5VKYWVpOqNGUTFQPnZJPNR96SNy0XDSEhxR5ynCYbmA8+K+JpK7UVXzakflkprXyYZR8ve6q4qiOIWjcgkXxIPA2s+L+36JeQr3vKfwoh5Ts+w+1hUbfllplu61b/zQ6KqJytU28EvUn3kebNXZ7Wezg54AqgCA3V0DkVLNuLFrcYRxuyf529v+JeN9rLKMY5XlwP7NVrUKnRV+8NAcaTVWWTb0QvJnU01ewHPubXzdc9TXqs9xQTwIfW6Wzqj9Jr5+Gqss44J4oAngXq88w3Pu7VDgOLk9YH6uOfovy0kD0hNkb9LznX4QLkjK3JgYLjhWLdwa1N01gMB6icHIFfbooJtzg2s6umeSK6WXuYj2o5tkUtkjjTOu2+gJvijuBfrS/TKyhBmqY7K4b/Zt46LYwiPymt9DlbnARl6koMv2essn8Ii8hotiS5eyp1+9UNTlpGa/+UVxLwXOgyTFD7aZ5I+p950bmQmT7NLPupql7bv9bHbQE0AVALALeiNkR9axayHCuFhjNpXzza8ACc9H13OtM+l0BrOZs2ITL4tHuCAe4DF5PaU+4OBnXhT3cLX3uSYhW/Q4U9zS0QzOAs+z+AFJ0hGLYkuT+K32Kv2UTgWFgyb/wTF5HRfEA7wsHuGs2EzxMxO6bo8Xxew79+edp1WxaZ95Hg06hrk4gtlzk1yzC3oRWC8xGLnCHh104xAxejhNQzfaw5m8kV1wam3OvLUu1JceLkGecddTilx76+VlMAbdWTwpb+KKfIobA0pBv+Ep6BG5mCIb6X6TIJsz9Ze/4RmcGwPbuCKf4kl5Ewfd2dTva01ewBl33dpCkb0MnoONKmHSCRgFA4vl4kTgzEqGQ4Md9ATg6aUyOt2D1qyQdexaTKn73tj4d7eX1Z6K9qiSk5490jj/2qkFi/rS03eeCnr8G+nBV+VTXO/fxvX+bXxVPsUz7gYOyXkjoJnFtcu6FHWAfkjO4xl3I7LOpCf8cWbJ66dwEIj6zbPZchVcu7BzHmynTKfv3DYtKXbmecxYNbPaSK1xGYH1EoPRFN4B9bCY8k+N35cB4AsA8McA8G8B4G8DwHDob7wLAL4KAH8OAH8IAJ8BgMIur6MFB50Osfql7unNoy0EjCJzZnK2Mxdq3ZzuQewtn8DJyooueT8v7qaYTffWzCBomZareFk80pneN/vUqK/jcg0PuXNY6hnX18vOuoOkPAEcLPWM4yF3Do/LNesaTsvVEPFSOvOYKSNyXtzVJe2TlRXsLZ/ItPFjZiaIS8JnxCXjJ51sZ3Pn1V7XLdcO+juQKb3kB1NsfZX1St1Nwzb9UndHX2uxcDhi0PeJmRT3dDLPhZldpfLji+IeTlSuptge41cfkD664j7Bt/r8zC5VmKXLlL2fJDhhgCqqqFLhrT7Fpu/rp7SywH5b30TlKl4U93QbhVklkc176duWfWImEnBLjxdFrVtcaTsFJpspbQ/zdahrza1eYjDaincA4DcA4EVDasbvfwgAfhsAvg0AXgaAXwaAf2j83gGAXweAXwSAcwDwHgD4IwD45C6vo0UH3Y/2mZkL2xzh9Pp0fNK4MLN7ugdpMkqg1DOOY5Vl3TNMo0aUUZeWcxfs/aWeMMr+knF0STxEAEcrpfTuY5bFrxQh4xvAwUvioTZ6qAqBejjT5ULwgyx9YkaPTCJOg7HKcsbZ+qPs10T0mDojrmWebJDcciiBLGvuHfQM6SUnYoDGlrpbiJLaXepuEm+ZpHHDcsGvCsmsg1nQzyVlW4ldO1AFlLI+qpZP4RF5DS+Jh7o3+k3PqZxx13FYLqAoTqm9ceB0Uf31A3BQFKdwWC7gjLuOV9wnmvhtrar0+RF5DavlU6nrJ7Naz5wWMCTnM66f/ACHLE3rEYoBUrjUKnHql7bHE2RGS9vDAUz193OrlxiMtuIdAPi1mN/1AcC/B4Cbxs9OgHq4vtn793sA4C8hmL14DAD/GgCKu7iOFh304KFSz/BNp9Tdwbhs3IhcxGr5VEqlxckrs0PuXMDZmhWbbSJyK2rnsyYv4El5Ey+LR5rYDMDB1yvPcF7cx2Pyus6sBzONWVzbvd+TcGXIIXcOj8nrOC/u4+uVZwjgaNK3y+IRnpQ3sSYv6CBG2veKCOhmxWYgqHPInUvRiE5ov3sl+dXyqQBje7pVL2Zpe51AYiLOW+4d9AzpJUffN1sJZ6NSd7d0NH5ucMqOpihOaVIpk9k98066Efw7Ltd0yTsF/9JlXPdtCWobOufexhWvLJsczSWxhQAO1uQFvyUrtcqIrIqvo0RxCmvyAgI4uCS2dGBjvV+1WZ1zb+v2tXR7+/0AFSUdqKSdpohkm+vGd87DjO2H3LmU2//s3ChU2l5v5nmjc9F/LnKrlxiMtuIdAPgzAPh9APgXAPDjoEoDAVR2AgGgP/Se3wKA7/T+/3sgakhNee/7pl1cRwIOelBZdKTUPcS0Sf2sw3IBq+VTGTeKPMVmlIOZ5crH5VrK2YugciLyvRG5iGfcDQRwdPn2xsA2rvY+x0Wvx5mCIMF5w3lz2H2HnCLX5Dyedm/hotjC1d7nuDHgl7ADOHjG3cARueiTmaW6v4JZCTKcqS0i3TLUZPdXwalhtXxKt6SEeSPSJPJKt7SdJPcOesb0UtBwDRPGEQlS0HC1s7rb59unRRrXCSM/KSnqUWxmyTv1DqdbGu1fQ1eX1GceTT95wzuLAZyALhqWC9qJoWBNdtd3j/tKV4goB25YLgR0FICDGwPb+IZX/XZMXjf4T9KsJIy2KlBgh0ra/RFqGdZPHQuuRblRzMBiLGt7M2eifg5yrZcYjLbiPQDwJgCcAYCrAPBLoAydXgDYAIBvWN7zKwDwae//fwQAfiH0exfUA/ieOp9bAvWAkhyGRBx0+wFDc4XbwqRrRN7pcM3+jPR4JWc6YfPifpvZ1v31BFCZimm5ivPiPr5WeYbr/b7DvlZ9rjP+R+Q1HJLz2Fs+Ecls+cZwJ9afPrcYiTz3lk/gkJzHI/KazkivVX2HfL1/G1/zKgim5arOVLSHZTjKDj8v7geCN+0xlpPb2+FZ5+S0tONsIIetX5zVFT7JO2y5NoQyqJeCAbR6vZY2VvdwQIZen27WNd5Jz/aMdPszS04XsW9TULB9+sgnzeoTMzhRuYoADq7Ip7pfnc7pBfEAT8qbgeBxUA91Sgc1v+6mM056ioLGJ+VNXBAPtB6mvvIV+RQBHJyoXMU+MRMiRUxxjxj6iZILNA2gfcGcZL5HeFxi+ypfggku0lGxpe0xrO02bg5fp+VaLzEYHUU/qDLA90G6htA7ECUBwtYddP+Qixtf1M7yQtMoCjJDZ11RqMOayL/GKsua+fSyeKSztuTQtCsaTcZxqWdcG0jkzJrZ5Y2BbbxRVeywl8RDnHHXcbKygsNyIUByUnBqngKR2qBW38V04ncr6v2kwLq6JHZ392PBqQVIo4blAk5WVnDGXcdL4iG+Kp/ijep24Dus9vpBBzJ4Sj3joX6uNuwDo9TzjLuh98Gs2MSxynKKZIIJP5ehMVSUOU/fWenEmbSvDKGM6CU/AExG7G5K3WNZ3VMu96VsZ7iXNf2gVLLfg84hmpm+JLZw0espHpYLbSRk9Z9nAMWNQrroivtEjw3bGNjGNz2ndV7cx5Pypu4hDtz7jgaPo0Fjs02QOAxOyps4L+7jinyKb/Zt68krN6qqL590FHGjtI8nxm8tHJYLeMbdwEVvggjNNm+3ndLSngold4LcEWkxtgc/v1XWdpp5Hixtp32wr/QSg9F2/CoA/HVIt5QwpQy6f2ibzlz62SrLYWfJXARnV2a93N38Hip7Qf3PlDmlnuf2j++JOjw1eQEnKyu63+yN3uc6q0EO75t92/h65RlecZ/ggniAs2ITT8qbOFlZwVG5hDV5QSskIjgpFyew1DOOxcJhq5R6xrFcnNDEUWSA1+QFHJVLOFlZwZPyJs6KTVwQD/CK+wRfrzzTRs7m4I7OPrzR+1z3WU5WVoyoeZoBpXrPkCIPJE4As5LimLyek6xE8Hk0Z0R3smzQrOoJBl2Seob2nSGUEb0UX+rus7QPNcXqniwpYONnmTgXwoRTev9l3kn39dGgOxvIplN1V78423a+F5P0sbd8AkflEp52b+El8VA7tETiSec8tQWdlDe1XdAnZlAUpwLBY+0QRQLIzQSR/df6AWMVMDKDxqI4hX1iRp+LJ+VN3d5m6lEiylvxAt+n3Vs4Kpewt3wiRMLbvr3QU3gR+8VZXdVlZs31eM886CfPOS71jEeIHX0Oo/SccxvJcjOs7XQGmpVE9tJ2+qx9p5cYjLahAgD/CgB2wCfjuWH8/jjYyXiGjNdsgcp2lHbxuQn1oAcPHNMoTrffM16B2Gak58tJd/Thbc4xXfJI5MhZ80f4tPv7+NF/02EnJXdcrunRKq9VnuGN6rYuydsc9J339X6VdV/tfY6vVZ7hq/IpXnGf4GXxSGdqLomHuCAe4IJ4gJfEQx2pvywe4RX3Cb4qn+JrlWe42vtcfw454eSI0+e8VnmmRwgdl2uBzEpQubW7l943gvvETCAoYzLgpkvSlMb3CTrnkVnnbSobDJ9D6QUL95UhlCG9FCRvtM1Gjyt1jysdTX/0mtqHRMJpG9mUHyfd+y6hqh46i2fFZnAcWlu/T9TuoAkRp91buCAe4CvuE1yrPtc6iHTCWlXpnWX3cSB4fERew7HKMg7LBR1A7hMz2hlyS0fRLR1FUZxCUZzS/6agEQWDavICDssFHKss4xF5LRA0XnYf42uVZ7HX9YoX0CaHvE/MtCHJEb/GZjn7eOUKzorNQDVFJ6r7Wv0+5JzbRiO2g/TVNlIt2opjL22Pm3lu5wLaV3qJwUgV3wcA3woAkwDwLaDG0vwRALzg/f6HQGUmLoNdcE3ZAAAgAElEQVQaZ/NLnhBonM0vAMBZUP2CfwhtH7MWryxtUUGzHz1dYq1gJt3M3PmzlvPipKuDnObUmobRsvsYL4p7mgym82Pl7H3elL2iYMlxuYbn3Nt4UdzDRbGFV9wnuCKf4uuGk/1m3za+5cl6f1Do52/2+c7965VnuOI594tiCy+Ke3jOvY3H5Zp2Cs2otL0/vjP3lsYbERnSRXFPs7ObZHT5MHzUPjBn8VLmkIJk6ff0+aRwZt95e7KnuTaEMq6XgqXuu2N1j84Vbk/AWD3j5KSbmfRRueSPbsqNkx4c0UnTJJaM8mYireycjo0GjylbPSwX8Ji8jufc24HKKjOwS44yBZBJ16xVn+Nq73N8w9M3r1ee4Wue0L/f6FWvWas+1zos7u/eqAYry865t/GYvK5bwgLlzR3TU8FA60Tlqm5zoMDMqFxKebRoOnuYiIUH3VntnFPmvF3OuRlANkeqUSBm76zt4XuQa73EYLQVPwGKKfcbAPC73r+PGr8vA8AXQGUv/gwAfgrUTFoTEwDwdwDgz0EZUd8HAIVdXkcKDnrwAAyPXmtfD2DQSQg76fnKpEe/D0WwqS/5vLiLR+Q1TRCTnfnvRn94qDe8p/BiIBLcL87iIXcOh+Q8DssFHJVLOFZZ1mVnVB46VlnGUbmEw3IBh+Q8HnLntGKjTFpP4cVIr3uwRLHT6+KXv/aJGTwir2mCHeozD2SkcrhPzd5bcs7T/z6dPntybQjlQC8FS90bkSQ16keXpek26CK/HNuWSc+fk24+534bFlVMLYotnHHXtePW+dFaJvGaXyJsVlXQVIlpuYpn3A08L+5qJnKzSst0wG1CDny4GuySeIjnxV08427gtFzVU2bMbGm4RaP9ffHR54zO8VG5hDPuOi56lWuUGMhPu1Xwe9mc83DmPL22gaCOCk+asPedNyLJbNSOl2u9xGAcSKTkoDsYHl0V7kdPfz66fw3EHm0vsx1KOXuSxneKd+yoj7pfnA1FgbOoPGN69oy+PeVc28TvD4zvEez097N9Xz+b1i/OBvr3sx1oaXZv2gnhfOc8zefNLHUNzjuPTJNI7RrYEEoAdR30Rqzuux29Fs1Uphs4IrJNcgzy66SrZ57IwmryAh6Xa7onmYhCqfQ5WxnWMEmbPXhscpxQoO+QO4c1eQGH5HxAavICHnLndDDQ5FSJCxp3fsKJfZ/SuLERuagJVYlz4Lhc0xw4+Wi3Cn43m3NOLQTpt5wEA4y2gGGzI9Xqs7aHP5f1EoORN6TooEeZd80em/aQxjloGuzhTHrQSZcpfX5a4pOJmaXRpqN3TF7HQ+6cVqTZMY4OmvhKudQzjofcOTwmrwcCK2arQvvJ/xL6jgZrdfg5853zdAl3bLNko/wXaZ43bAglgAZ6KTqGqh6bsW30mumkp8tJYDkHLH2v5KTnqyc9+r1EcQqH5ULAqSNiU39WeR4qguqQvkWCyMFgcX1SuU5/rzr30GgLHJYLmqDUDLYMy4UcTSCw71Gymcxnrz18EPEcTeSc20aq7WZ6Rfx1s15iMPKGFB10/1CkAymc0WpnD2DYeQhn9nwG2k4rkj0oHc/xI4Zd01E353frLEbmjaP9In4vtChOBebJm445Md/mOZBCzL71K1XSDDrYSeGCFTu1JgyZVoUNoQTQhF4yM1G12MxS3Oi1OOM4GMBJ6UwwsnhhJ71fnM1pJt37bt4zaJZFk5O3IB7o0ne/1SVvgcj9Jr7DSEz4M+66ZuknxzzQZ547+yErz1wwYWUPEtpHqsVXCtWatBlYLzEYeUPKDrpxOHrjUOLKTtvjpEeJ4yYqV3XvUU/hRf3afCkg//Cn0vfxyhU8597WZHKLHqHLZGUlmKnJVXl/HiQ4anDQncXJygrOis3AvTjn3sbxypWclrKTUHbJ0ftuRC4Ggl/BjFn6znlcO01wHFGazzYbQgmgKQddP2t1Rq/tth+9PQHjaLm72ZNOc9Lz6Qz5388MTNI8b5rOQa08h9w5LBcncvxd8yh+IKVcnMBD7pxulaPpKDQ/PhDYz13AKPhdac55uOe8PVUrwQDybvvO645Uq1vaTsJ6icHIG9rgoHuHZAPipmBvaFqHZJDAiuakm046gJPbLKavCPySfjMivuw+DowYI0b79jkv+1WCQShiLjdHzdEYn2AGKe2scnu+M4ATcc5r8kKbiBgLgf7izhBSmsKGUAJoUi/VH73WqB/d1EXW2cOp7hdfJxJxnDkn/ZA7Fwpudfp5b+07iuIUDsl5nJar2hFc8qZtHJdrOCIXA2ci66J07oVpG4zIRa2j6H6cF3dxWq7ikJzPaSl7UMykzCF3LjDnXBPCtflZt5059QKJ9auDmnHOHWS9xGDkD21y0FlYWFgOgrAhlABYL7GwsLAkJqyXGIy8gQ0hFhYWlsSEDaEEwHqJhYWFJTFhvcRg5A1sCLGwsLAkJmwIJQDWSywsLCyJCeslBiNv6IAhZGd2b//4Nf9azLE3AE6A5CrKQJ3PXizr9/Z6nNzSUazJC3hEXsNz7m3N4LrsPkYABy+KezjjruNkZQWH5Lxxj4YCfVP5XZ/gPFw1C3dIj+oakvM4WVnBGXcdL4p7CODofv4F8QDPubfxiLyGNXnB6xtNe6Zyh9bHMkZtonIVAZw2jakJX0t0nFp7GdttwoZQAtiDXtrFfPQ6vZ4ms3v7xq+RBJ+xmryge2YBnDYSWrX3bDH5O6rlUzgiF3FaruKcuKMZ4KlfnfQQgBMimJU510G73OehMYOyNI0ATkBPEeHbJfEQ58QdnJarOCIXsVo+tQ95Z6LEiwCO5nTwOVHawftiH6fWmLE9aHvsbd55nLBeYjDyhg5lKuzM7uGZxW110ruqWCwcRgBHk/VMVK7isFzAavmUIhPZVwqNpBi4F2QYkqIHcHDJYx83lf1p9xZOVlZwWC5gvziLojiFxcJhf+xHxGnPwpr5c22DxnkNi4XDKIpT2C/O4rBcwMnKCp52bwWMxGX3MS6JLQRwtKFIij9o8OSR9C1+zczno1o+hcNyQQexhuUCAjhtej6Cho85Ts10zjtrfLIhlAD2qJfqz0c35wzHkcbFMbsHJxG0x0k3ia0AHByRizkfw9bMs+0zXfeJGRyVS3hS3sTz4i4ueg4nncHn3Ns4LVf1DHki27I77Hlcp7C+8kduuaWjepb3tFzFc+5tBHC0U77oEb6dlDdxVC7p4M7uiMXyItExaiNyEQGcEOFiO51zoXWUjbE9nhTOf8/e5p3HCeslBiNv6GApYTyze3RGevpOOkBRM1KHZzmbhlF+x400r1jMMUQASskdl2s4KzYD2XUyBC6Ke3jG3cBpuaorD2iEHo06Kjg1TyFJXylpA8o0osJS73ptov4e/f2uLoFdXdKLTNf0yBIaxUX3eVqu4hl3Ay+Ke9oQNLPks2ITj8s1bSyHx6LsL4PHX2Mal2QaPmaFSW/5BAI43rOT/jNqzpE1Z513hrHdJmwIJYAW9FJwPnqpZzzgpLulozFOuoxldrePX0vbSRe6wuyQO4cATmQMW/rjCzslwSo7c3b1tFzFWbGJAA5eFo8COmjGXcdj8rp22P1A/1BA90R1Tue/b0B3BXTWkD7ryCE/Jq/rLDnpqsviEQI4OCs2ddCCbJbOVRO1Q6LPCo1RA3Da/KxEg0ymcx5lbJdW57zuebXne8h6icHIGzrc6+eXJIZHJJGD127DCMAJlBiSk06GUXvmOnda/Ki9Wg8/W1mTF3CichVPypvaYacMu+m0z4v7OCs28bR7C4/J6zrQUZMXdADGLR3FcnECSz3jnhM/hAWnhgWnhk73IHZ399cVp3tQv77gDGFP4UUs9YxjuTihlVy/OIs1eUE7lsfkdTzt3sJZsYnz4n7AGacMOTnkJ+VNnKhcxZq8EKjqAHAOQDmlb/hQJm9ULlnGqA0Fnp1U92PI8Ak758FRjZ16NtkQSgAtOeimXokrFw1npGwlw7Hj19ropNP8ZgBHz0qnrGD7SnY7KUFnvdQzjtXyKQRw8Ii8ZnVUTf1zXK5p3UNOezhoHAjUNAwa72YfNg4ed3dVI8FjcsZJZ1Fw3NRX4cDEEXkNARyslk8Fqg/3p1NuPiN+S4g5Ro0y6HqGexud87hxaraWjPC506gtZ+/nDuslBiNvyAAZT7BvsH4mvT2ZSjKMysUJHbU2S3oP3uxwe5mdKE5hn5iJZKHPi7vacTedXypPvCQe4ry4jxfFPZwTd/CMu4Ez7jqelDfxuFzDY/I6HpHXcLKygpOVFZyoXA0I/fyIvIbH5HU8LtfwpLyJM+46nnE3cE7cwYviHs6L+3hJPIy9jgXxAM+Lu5Hsf5+YCc0aPSj9jepe22a6m4GqQXfWryZJfUZz1DmvmznveOCMDaEE0KJeStdJb4/BbzyL3f0I4Gg+jPHKlcAs5/3Xl97gvhqBY+KgCAeOw84s6Z2L4l4kcDwql3TguFo+hbI0jaI4haWecSwWDgeCx073oBZbwJjEDBoXC4ex1DOOojiFsjStWyhq8oK2LczA8UVxL6C3wkEHM3BscvYAHITAcfC5oFYI0lGkwymI077nwtdR2XPOHWS9xGDkDxlw0IMGuGkYmZn0qGGU5oEbrwAoGt8nZkJOyn5WiDH3zNLHTYqJjI/Jygoel2s4465r42NBPMBFsRVxnMNCxkmc1HvfktjCRc8JJ6Nsxl3H43INJysr2igzDe/4/vlOr3f77qsZnOoTM4GS9vY7BPazwXTO2382NBI2hBJAAnop2BJhI40L9oIGjea4/tH2V2oUtENKATOTPI4yw+3LFGZJ7IGY3vIJXfETrpgKO75hPTEn7uA597YOGE/LVTwmr+tAMVUwjMolq9B9oUDyMXkdp+WqDiCfc2/rAHJYD4YD2GYggSr4AgRjbavmyJIEK0uo0sAkg6MECoDTVufczJzH81gEzxmT+8JGCpdciyfrJQYjb8iAgx5UtOHenY476UYmkQyjaMn7fmN538v9izrtKpMwFIgO94uzeMidw2G5oLMHR+Q1nJareFyu4Wn3ls6En3Nv4zn3Ns6KzYDQzynzftq9hcflGk7LVTwir+n7MywX8JA7pysxfCK7IZUBySyZXSfuX5Sciu5P2PBpT+VIc8559oiP2BBKAAnppcakcfWZ3eOd9PZWbKg9bXs+TcfkYOuignG/ff1DuqdaPoWH3DkdcJyWqzpoTBVfl8TDiMNsypL3O3LqbWK+Ju5vLHpOOFVwUfB4Wq7qBMAhd04TipHdE9RXB01XRXWUGaiy22P+s5OeRCtA45zzZhnbkyGFCwvrJQYjb8iIgx4+gGsRJ70z2bKoUhh0Z7WTbpZT6azKvi8z3O36BR33ri6p++6oFNAsAywXJ1AUp9AtHUW3dBRladoq9HtRnNJ97H45otHD3lUNENMdbEfcfo+oWoRY2k2CxLHKsmZIbp/xX7+qxpaVyI5DwoZQAkhQL0V7mO3M7ll30h1slD1kXRS9980Ejania1guaN1+RF6LtE5RsHhO3ME5cQfPi7sBoZ9TEDncukXB47HKMg7LBV3B1XzwuNPr2bn7aNNRna8iad05tzG2p8MhwHqJwcgbMuSgO2hjas6GYV4IlDCFS97NMS8HN4PRyj2PEunsXvZK5nNQxR58CvMt9ImZUElv+s9aM4G69k142K2wIZQAEtZLzTK713fSzVnG8U56G3SR4azQxBEzk8i6qPEaNhM4JkeeAseNgsfhoLEZODZ72DlwvJv7ZNdRZlCqt3yizUGpYGuFzTk3SWXrOefpMLbbhPUSg5E3ZMxBDx7KcYzNnTHQgyXvxPJOEXfOYLDkR+IzEmZJe3S+e/uc83qtLtl1zh1kQygRJO6gkzNGIyTrOulhg9pz0qm/ud5M4/Zk7gqB7xLnuLAu2utesQeMde9wk8IB5NbuQ72seTgQ1V7C3qBzTi0UpnNOxH32s6SJ8yfxygnWSwxG3pBBB90/nOOc9M4Z6sHsnihOBWZDm+Nc/HFsWXQiWA6mBPcvGfbh/dsvzhqzY9v/bDX7zGfT6WBDKAGkoJcaM7vHz0j3DevmnfT26iKaFU4l71T6G56FzbqIJduS5X0dzZzHO+fxgT5bm036xH+slxiMvCGjDro6DG1Oui2b1v6Zn8GSdyozNPt2I6VXB4pdlyV7UrTu2TCfQnTPtul5srBn16uayaZz7iAbQokgJb3UopMeYgrvfLm7/+zQxBEaORYmzyL+Fs6ms2RXgllzmm0eJkOkWe/t3cvNlbU3QzrZfufcQdZLDEb+kGEH3T+wm+lHbX+GwLy2aA9vNJve7jIsFhYH48phzay5rW+1/YZP8894tp8hNoQSQIp6yd9vcSOO4sYu2pz0fnG2wQi2NjrplmfcnJnemcoYFpZGYq9MNGebd9aWCjrn4VFqNCWmkXNumyIRHvWY3jPJeonByBsy7qAHD29zVI6ZSY+UFbXVgI+S9pi96WwcsXRG6hs94fFpncmuBR0L0+kh5zw8cib7zw0bQgkgZb0UzYaFM+k+q3ZcuXuUOC46aaTd+zVaJWNm083KruyNJ2Q5eBIdrxsmPbTqqLZWI0btT3OiQ0NCOMM5p6kBZua8fVU3rJcYjLwhBw66/ZAMO+nUCxgl2WjP9ZmZ/nJxAvvEjM5g2Mre2ThiSUeiI8ps5ewjchH7xEygj6+9znmQtMvs5cuvc+4gG0KJoA16KdhCZcukN+Okh8vdbfu2k0EvWzbdzEZqByHTVSks+0/8xAaVi9fbp51MvtjszuYJ4ezOOWXO23dGsF5iMPKGnDjoDu7aSe9I33cwK9NbPqF7qMJl75ohWxtHeXA+WLIrBlO1t/9kadpazn7IncPe8okOsE+TBPuA949z7iAbQomgTXopaoDv3kn3+9jDmfTOtWVEM5PUmx5meu9skI7l4Ik9mRFmaDd7zTuTzIhvrzSf8UaEcHHOefsDeKyXGIy8IUcOuoPN9AJ1jlU3fI12BWQve+f+dJZWpBDJRtvK2W0GeWeeDTsLbud7eZMQNoQSQBv1kt1JJ4PadNKd7sG6Y5Oy5aTHnwtmlpKcIa7sYklX7JVdZtDIZGjvrF3UnHNebyxjM2dJe88E1ksMRt6QMwc9eNDbjPzOk8cFD3nTOOoTMwGnKdZRZwOJpaEYz0Edx5z2WJ+Y6bjRU48MLhvBtSSEDaEE0Ga91LjcvS5xXIgEyl4C26mzPaovzcoa0zGiyhp21FmSE7tjfsids5azByoLO/msxIxVNKu7mjkLOlvWbgrrJQYjb8ihgx46SC2sutlhf25sHIWzm/Y+ejaQWEiMUvZQ8MfWZ955o0ddc71pDHEsuPnc+2wIJYC2O+hJlLubrVeNGJ478QyGA2ThsncK5mXjzGDJt8TbPiY7e7icvZMJlXo2Zbi6K76aZrdl7eygMxgMO3LqoIcO1BgW6HiG93bPI7ezlYb706NlyOyos4T2UIj1POyYh/vMO8/WHL3mhs9orh0CNoQSQAf0UtBJNw3tZjPpYX6UsJOejeqQ+MoukznbrLrp/DWz5EfsFY6N9lhn2/zs11zPOe/qkrvKnNOZ0Rnn3EHWSwxG/pBjB904WLXBUQsQ9pgOQDYMjULkWqvlUxEHi0aLVMun2FE/8GJ3zCn7Fd43Q3Le2De1zBo9ZpVL9FrzvMfZEEoAHdJLvpMe7iMNO+lxY5XCGfg4foXOkh82V/Y+KpfslV3sqLNExN5yRQHkcJ95dqo07OTDNl6jRs55qWc81jnXGfeOOOcOsl5iMPKHnDvo/iHbqIQ2ahx1WCE0KFGmTGjEQOJMxgGRaMld2OCxVV5ko0Ui2ndoGj3ZaUFJQ9gQSgAd1EstOumWXvZwJi47+z6qN239waYe6nypPku2xF4aHueYm5VdWdz/9SpfzPL0fDnnDrJeYjDyh33ioJuKImgc1XMKOu/E2DPq1BdIDli4NzBQYpn7jCNLcE8EK0KKhcOR3j0zgBOstAhnzDsdfGpMBpe/MWqNhA2hBJABvdQccZxmcu7ujxrvoV7WWPK4jju70f57WZqOOOoUCOwXZ+vMet8PzzBLo/1i2zNu6Sj2i7OBkWmmY062S2dI0sLXb+83b/SMmkE4em+cc945QjibsF5iMPKGDBhC6R28PYUXG/e8ZsA4svXShwl8TOIvikLvn77dgy7xfAqmkUx7IOqYZ2EPNCZuNJ+9zpc2piVsCCWADOilqBNC+iTspAd1SXyGzRzVFJed6+zzG51RbcuoU/+wGTAOOiL76XlmCe6RojWYQwFkm2Pu2yqd7MEOfYc6VS7WRE6Mc14uTkScc9Jv2QpesV5iMPKGDBhCaR3A9lEZ4SxetB+ww9dt6TWu56SZRD5sJOVJosaOSahTLziTTW6CYB+frXrlYASV2BBKABnSS42ddKtRXqdHNa4vvfMlvw7G8bo0ctT9suX9/GwfVInaVNQO0axjng09FSWBjHseG3FMNH0OdDxzTsJ6icHIGzJkCKWgUGJKbetFStX7O6tEgsrQ3hto9h9bjSSjJKvz0VsW/94WIiWwNmPHbG+w9e5lwwguIAW1dvucdd5YS0vYEEoAGdNLdie9YeYsZgxbsxm7LDzbYT1kBoxNRm4zeBgkZM1KBpFl9/e/EMgYm22DjfZAHvZyXEVL3Bi1ZippsumcO8h6icHIHzJmCKV1MNvLmWws7wBORg5Xe4mlWzoam2ElMp9+cdZgxx4KGUr70SnKsgQz5WZpnCxN6549272kCgm3dDSDJXP+3gRwmnq2Ol/G2w5hQygBZFAv2QNr9UYqNSqNtfW8Zq931V7WbPYbm0Rg4YAx66A8SbyuisuWmzaHnZeg0/faziXRuN/c3qpSnzDSlhjp9D0lYb3EYOQNGTSEWFhYWPIqbAglANZLLCwsLIkJ6yUGI29gQ4iFhYUlMWFDKAGwXmJhYWFJTFgvMRh5wwEzhOLLnagsF8CxzEzPSrmW/z1sBGNEKkelaGbZNPWrj8hFXTpt9k36JZlZ+65ZlVA5oFcCZ/anUSsC9eqZfeWjckmXghLpW3aJ/uLLXKvlUwjg1C1pz165X5rChlACyLheiva0xpW+1utLD5/d9UreAZzsnguhsn9i9Q6Xv5sl0WYJPK2P2RLgf8csfM+8C61jMVCyHd57zdwznyshCxNwYvZjTOuVraS92WezmVaW7KyDTVgvMRh5Q8YNoRQP8dA4KHKoABwLcU8WlZHl+xjGIjlPh9y5QN9Y2FknxUvkPvR9yWACcAyD6SAaTb5xQ8ofwNEGDhmlRJ5DRo7NKaf+TCLSMdmbs6vk441wMngAnEDAJ9vPS9rChlACyIFeCp679ZidzYCVjXgq7rkyWaUBnAyfE9G1MCc5hHWQSSpWkxcigb2CU4vpWc/K982DhJ1y2me1SGLCDCKHuQRM4r8weVqW92DBqSGAE2Fpt9t1dkJHWqd6TO3ZXAubsF5iMPKGHBhCKR7mlmw6gBMguYobu5G9A9lQyBYlY0bIw0zwNoedFBmA4zmRQ4ZC8hXa/nHco464NqANZ7xYOIwAjjak4xxyk4HdzBjZjPVsrp+d+dY0eOgZAXB41J8WNoQSQE70Ujyplplxo+c+4hSESKjCLO9mxo+esexWddF6NBcwtmVpySE0g306gBlypIKf1+nv3Wnx1yEa+FHrbyYhmrkHjQPIWVl3e3UX2XK2ihQrS3voGaagu/kMU0VMPkkPWS8xGHlDTgyhlA93IzsI4ASyGOYM5/w4IdFytnD5tS1yHs72jshFBHC00WQyllKmw+keDBpPsY57p5V6+DrCjrhv1ChnXK2XydRMxg2A03DdKDNkbyMIl3F2er/E7R078y055mYQ52BnzU1hQygB5EgvRcdR2Rjew2dnXFltuKqLgmEAqvUqH1VdtC7R4AWtSz1H0VbdFdY7AM4+DRQ3t99sgWQAJ6K3bFVd9QIjUUbyHNg5luouar2iJIt1qk1MSXu9Zze6LnnZb6yXGIy8IUeGUMqHvDczHcCJzKo1s+mBebWZNpCi389WjllPiU9UriKAo40mUuY1eSEQuKDIcrFw2DOghrTj7mfcgw580KgyJexINyvRv2VmqEgJU0bcd8SHsKfwos4ymM74oDuLNXlBG5G0LgBOxCEPG5ONeys7vS/q7BVt8NQCBo9tfBpVFOzv2ea7ETaEEkAO9VL02bH1pceVyAayeJbMM4DTMBOYzWcvmFWPK+k3nfU4J5KCnrQefoa92equrK1NM+vWXFVXuTiBAI4+p029FQ5+2KoVbCXf2Q14xLdUmJUntB7RSgB79Uq9FpVgJUdWn7V6wnqJwcgbcmgIpXfo6/5iS296nHOiD/1cOCeGsreUwZExSQbTkJxHACeSKTad01G5pB1U03GnYAY5q6We8YADX3BqgQy8lq5qQHznPijh15l/gzLgSnwHvNQzrp1wcjpNR5wCFKaRaPvOAA4OyfmAgRNV4qaRk499QUEqcz+Eg1S2XnMAx8gmdPq7dFrYEEoAOdVL9vLu5oz++n2wAE6kN92WTc92Vs/ehmVm1htlfEnnADiRQDG1EQSc9kCQOC44bAv4pr0G9uByMKgcDSaTHgtXNNXkBQRwrAGOehUJweBGlp1yf+30M2LJmpu95gBOk/wP9YNp2eeJaUZYLzEYeUNODaE0FYBj7Z+r56j0FF7MQTmY7bvas+vhqHy9bLLpwJITG+e8H3LnAutXLZ8KKEO3dBTd0lEUxSkt5eKEVczX0PtM5UrON92zQ+5crBMe9z3iqgYA4rI3eWMgjpahhlnow4Epe1+i/+ywsCGUAHKsl+wtIra+9LCTVK/kHcAnvIrrq82XExGfWY8LFpsOO4ATcUDD5zQ5oqbjHm7NCgaChS/kKMdWejUv5t8KfIYZaA61VpmOuHnfTT0cDmDQmpgOuT2InJdMueW5skxOCPM1BIkV65e012tHyfZkld0K6yUGI2/wDFncP2QAACAASURBVKFOHx5ZE3tvk40gy57JyONhHnXYqa8t7LTHlYHXyz7Xc+RJRuWSlhG52JSY7zH/VpzjXa8KoFH5PhnSALb+x6wbOJb9bekPtZWzhzMu+S3za5ewIdQicuyg0/Nlz/TZsnRRB1tGMqkATiB4Fs4WNiag7PSaNLNmxdjspq0n3+ak2rLt4SCxuWYUGKZgMDnywWovv+LLrPyySfh19H5yus1KLnK+aT+Qk9komGzLjg/LBQSI9lzHk+zlbF/EEN/aqkrIsQYI6mlbC0nc85ivypRmhB10BiNvYAe9kWKwZEJs2cU4JyZfyjD8/Q1mWCPLHldyV8/QCDvwYYOjniO9GwkbL2EHvJ6hVr9E0iyPDK5PfiRUMdEg+BSuEtkfmYR2CBtCLSLnDnroeWui5N1KQhU6c+plDm0OSn6fV3t1lzkmDMBpOlBsc2pteiFc6WWegyTV8iktZsaVqrZIzPfQmRqu5GpGL9qCDXGBZAAnMKYun1VdoWcnxv6KC1CZgS4AJxLoCuu8/VvSHhZ20BmMvMEzhHr2wQGUsqKoU1plKvK4ksP8R2CDPXONeuVsZXqkDMPl52S4kPFiGjCNhF5P7w8bVmRImZmScD98417FPJIMRe9dmNXfZuiHezr3p7GS5jr3ILAh1Cr2iYNOeyKaAWxUVhvOpgM4ASejkbMSGA2a26ouWr8oURqAox32uOouChLvxhGOc+ZtVV71JPy+3XxWOHAQDiaHq7roHus9kmtWe1t1Vy3wvNQLSgVL951I1rxRu0l+K1AaCTvoDEbe4BlCeSCyyprSqJ957C2faBCN3Q9rHcM0Gx5dZpC4+WWA9tI/krje87CY74krTQwQ0YX7DSN9hnl3xm33x57FCzvm8ZUgeTXu273WtIfYEGoR+8hB9/dG3KzlxiW2qsQ9XMlkI/dslFXMvw4yrzvKbB4OEtcjBg1XeJlOfCuOdiPHnpzvcEVXPYLVRsFkdU/D65MniddVtmoRKzmrpdJtr8/b/tN37KAzGHmDZwiV9+GBlJYSab5312ok5b70fbfrZWerrU+e449Eayyh99Ul92kXU2+nxVbKHp8x319cCp1db4AyAhtCrWKfOeihfRIz7tLM6IXLbQFC/bQxLNQ2R6Z+Vdd+ebbrBYrDzrt9uodZ6WVWe9lK1uuJrSSe7mlcz7s53aQ59vn9osOirQy73s8xJHAATmxbiY0Ibv9lzU1hB53ByBuqAIBd0LsPFXYblErMDM3mHXV2gPz1TFI6/X06vC9D5YHNOOYHx1BJc80FdkEvAhtCrWKfOuhxz2h8do+qWQCcmLnp9t7auFJgIpLbX+1X9dY6GhyOrfIKVXqFx3Wa0lN40Srh14VJ5cLjROtXc+23iq7ovQk75kQA17h1w87VYNpkAE5sr/nByJqbwg46g5E3KAe9qy+nDJ+dVzBxJVk2Irm6M7N53Vn2LPUd86b34r4oge3UulPVRx8CG0KtYp+Tl8Y7J3H9sQBOfMbQMjvd1p9uC8jt34x6c/eg6Qqv2EqvGLG8t3FF10FZ92jGfDd7tnGgSuk+AKdJnof9HKQyhfUSg5EnVAEAu7sGcjyGo9Oy+6xlozItdpBYGkswQJTI3uPnfpfrHx0L1d01gMCGUKswHPT9vBeDusOcyxzOpgM4sURW9ZyUuGxkI6eHz4G4+8WVXHtfu2LDYFJc1cduglOUNQdwYrPm+Z1wsNe1dxBYLzEYuUIVAALlV+ykt3IIRksXm3WWTMXBhhJLvNgNHdOwb84xPyilfenfA3re6RwFNoRaRWi6yH7el/F8EWY2HcCxzE2PL/NtpIPiHPUoezyfCyytSMguismY1+8z390+p8AWgGNhvT+oPEA8XYTByBs8B93vk4qfn9npgyYvEp9Rt/Wo23qBOavOEt1T8dnyPe8rfr73eC+i85mpX9XpriGwIdQqLNNF9vserR/gBXCspbqNMovNZNTt2coh1j8se5Q4fTW0yz3Y/L62tYYAOAc8IB1u3WC9xGDkCVUAsI+kYic9gcNx7466qVjis+p8T/avGEaOJVtuM3TYMW/HPYl3zukcBTaEWkXMdJH9vl/jy4ABHCvZVaSndpeZRpuTFM5eclUXS3PSWF8RM/5ugkNxjrnJ2WB7LgCcA9y+EbQfeLoIg5E/6Ay6bcwHl7sndVBGHXVTuZglXuGS5EYGGN+X/Sb28mkbiZRtz9Acc+ue4f2S+H0Jj23iDHoiqDNd5CDs3ajOAHBiM4W2/lrbiK5mgnxxrNn1y98Pwj1hid+r8WXscVMFmk1GhEfl1eNpCFeWADgHVPdFg/s8XYTByB+MEvchdtJTPzSDSsw2BzfO6YpXZKby4fuTT/HL0ML7w2ZINxPMse8P3hut3J9Gzrl6LtlBTwB6usjBrRwKlgkDOLtyTiLOzi4cdVs/cPOB4oNwbw66WBzAJgLJzdkzYcc8ulebDVIBOAewPcNeecfTRRiM/EGzuJvzPen/65e7H4TDLq0D1HPGPMUWVj71HDFTuQUyJmww5UjiDRybEd5oL4SN8mDfKDvmSd6nYFl79MxkFvdEEJgucrD1D+kLx8pWbXPUd5NRr9fLa8t4WrPqrHsOgDR2ys1seb2KjKa5E5rImJt7PVzOrq77IOm/eH3FeonByB90psLsobRl0g+2kZTyYbqLUua4rGkgEs0GUwalsVMeZyDXu+82I5nvdzr3y9ZzbjrnBafGmYpkEJkucrD1D33PeE6TcEZxtxn1es5W2FGnM2h3VV0H5V7tJwmSjDWq7qq3VxoFdXabMa/r7Ou9Zz47+13q6yueLsJgdAbPAOA3AeDfAcDXAeDCLt6re/1IOXMmPRsHazOZ1EbOenx2g+9dO+9rXNZhN055bOUEP5Op3rtmM+f6WeNePxN71U11posc5P7nYFDX5ijZSn/jHfX6mctwlt5W/m5m1WM/g/VOjqQ5p9zUWXH7Ij673Thjbn6GrZUjrjz+YO4xOw8ATxdhMDqLtwDgGwBwDwBOAcCPAMCfAMBQk+/32HJd/UDHOelkgLJDkPZB21xfl1lCRo5cuAzRVI7a0A0pSDackrx3MQ65NjxqAaN3N/eSiQLbfx/DznkzZyOAi8CGEEBruinAjcKVXLY9amd7r1cKvFdHPdx+FZcptTllEb3jfcbBvXdZlNCZF3HKaw2DNeHKilb3mc0xr1fOfnD1YHOVXuygMxjtx9cB4AeNf3cDwO8BwIeafL+eN2tG3Zpz0g9yJqPdh279CLapKE0Hz2Y0hUvh2WFv/R7ZHPJw6Xo94yZ8z5rPSPE9SuuehjMRzZ6JPG9WoxXdFHLQ2Ulvaq+GStSTcdSDAardOmrNB4kLeDDvYyf3jiUhUMcp321gJvCsJuiYx08mOWh7pznnnB10BqP9KALAfwCA1dDPfwwAfqbJv+E56D27KuUMK1kmo2rnIVxfscWVwdsMJzLSAsZTyGlX11DEqON+EO510JDxxYlxxpVRQ/ckzrCJK19np7zT9zpI3mgaq823/vQgsCHUqm7SPei+3hny7kOtTmDxID4X9fVDnKMeV2UVqM6p61QFe9XrOeu28y3qxHGQuB17JC6YHNZdu7mnjQIwZrAnLpBk6zGvS3Z44PWhPbjiB5NrgbOTe9AZjPZiFNQDNx/6+feCyl7YUAL1gJIcVn+jG5VhWUSAsjd/tg+7uwY8ggm/TEbJIHZ3DXj9li4ClL339niHRzdL4kIHs3+fAFzFH9A1oGbZOyO+wisexd7ScaVgy+/GvvK7cUCcxQFxFvvK71bl06XjWCm9hG7xKJZ7JpSidUaMez2IAN3GfTbvNd1vkrAC6fR67XZdzfUloe9Z1t9frUV34LmgdS/3TKBbPIqV0kuBtTfX3Vx7t2gYyM4IOt21Bs9VntY1T1LvuRrU5575XHR3DWBXV593r8z71I3AhtBudZNVL3VBf2D97WtPz4l5DnV6P3VqD5v7WO3hQCC3RwUNK6WXAkLnf3ASRHh9zbPQe0a0jRDUPeHzL3zuVUovqQBx4DNrMffV1DN51C+d2gemLguea+Z9s+2NZu5dRGd19Rn3LLxf/M8N70fSl6ZE98agsSdYHwbvre2+Rs/MLuhHYL3EYLQNe3HQ3/Hew8LCwsKSnhyGg4vd6qZ3oPP3i4WFhWW/y0HWSwxG27CXMsKYDDocDv38IAuvCa8JrwmvS6tr0AUHF7vVTayXmt9XvC68JrwmvCZ7XYODrJcYjLbi6wDwA8a/uwHgd2HXJHFQTfi68gxekyh4TaLgNbGD14UB0Jpu4j1kB69LFLwmUfCaRMFrwmAw2oq3QM2YvQMAJwHgS6BG2Qw3+X4+tKLgNYmC1yQKXhM7eF0YAK3pJt5DdvC6RMFrEgWvSRS8JgwGo+14DgC/BWrm7NcB4OIu3suHVhS8JlHwmkTBa2IHrwuDsFfdxHvIDl6XKHhNouA1iYLXhMFg5AolUAQ9pQ5fR5bAaxIFr0kUvCZ28LowWgXvITt4XaLgNYmC1yQKXhMGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMxu7xDAB+E9Ss2q8DwIWOXk26eAfUiA1T/qnx+zIAfAEA/hgA/i0A/G2Izut9FwB8FQD+HAD+EAA+AwCFNC86YSwCwP8AAL8P6vuvhn7fBQDfAwD/EgD+AgD+HgC8FHrNIAD8OAD8fwDwpwDw3wBAJfSaMwDwD0Dtq98BgA8m9g2SR6M1+VGI7pufD71mv63Jfw4AvwoA/wbUPv9pADgeek1Sz8sSAPxjUGO4/jkA3E3mKzByDtZNPlg3sW5i3aTAuonBYOx7vAXq4LkHAKcA4EcA4E8AYKiTF5Ui3gGA3wCAFw2pGb//IQD4bQD4NgB4GQB+GQD+ofF7BwB+HQB+EQDOAcB7AOCPAOCTKV93kngPAPxXAPBXwK7w/xooJf4GKKX9MwDwL0ApPML/CAC/Bmqe8SUA+D8B4MvG76sA8AcA8N8BwGkAWAelBLeS/SqJodGa/Cio72zum4HQa/bbmvw8KGPkNACcBWXI/BYASOM1STwvUwDwZwDwWQA4CWpm9n8AgKsJfx9GvsC6iXUT6ybWTTawbmIwGPseXweAHzT+3Q0AvwcAH+rM5aSOd0ApKhv6AODfA8BN42cnQCnFb/b+/R4A+EsIRmIfA8C/BoBikhfaJoQVfheo7MRfNX7WByqqvu79+6T3vjnjNa8CwH8EgFHv308A4F9BcE0+BcGMUFYRZwT9dJ337Pc1AQB4AdR3XPT+ndTz8mlQjomJn4BoFohxsMC6yQfrJtZNAKyb4sC6icFg7CsUQUUDwwf+j4GKTO9HvAMqIvr7oCLvPw6qzAlARVoRAPpD7/ktAPhO7/+/B6JG1JT3vm9K/nJTR1jhH/F+di70uv8FAD7v/f99UJksEwVQe+mveP/+GxA1Gi57fzsc3c8a4oygPwVVBvfPQEXnDxm/3+9rAgBwDNS1vtv7d1LPy98HgO8PveYeKEOJcTDBuol1E+umKFg32cG6icFg7CuMgjqM5kM//15Q2Yv9iPcAwJugyuOuAsAvgTq0ewFgA1RJZRi/AiqSCqDKLH8h9HsX1Dq+J4XrTRthhf8t3s9GQq/7mwDwFe//PwzKEAjjD0FF4gEA/i4AfCn0+1Pe3z7ZwvW2AzYjaB0ArgPAjPe7fwJqXzje7/f7mnQDwM8BwP9q/Cyp5+X/ANVTaGLFe43Y+yUzcgzWTaybWDdFwbopCtZNDAZj3+EgGkFh9IOKhr4P2AgCYCMIwG4EhUHZnGXv3/t9TX4IFFnXmPEzNoIYaYF1E+sm1k1RsG6KgnUTg8HYdziIZYQ2/CoA/HXgMkIALiMEaM4IAlCEMo+8/9/Pa/KDoFh9p0I/5zJCRlpg3aTAuskH6ybWTWGwbmIwGPsWXweAHzD+3Q0Avwv7l4gnjAoocpQd8IlFbhi/Pw52YhGTSXgL1IFdSvtiU0AcEc8HjJ9VwU7E87LxmlfATjrTY7zmk5AP0plmjKAxUN/3uvfv/bgmXaAMoN+D6CgjgOSel0+DYtM18WVgIp6DDtZNrJtYNwXBukmBdRODwdj3eAuUgrsD6iD/Eqhoa3he5H7B9wHAtwLAJKiSuV8EFW1+wfv9D4GKsl4GpdB+yRMCjeb4BVDjPa6CKhXL0yibCqgsxDlQCus7vf8nQqK/BmoPUF/bT4N9lM0/BjWXeAFUKZg5tqUP1NiWvwFqFMpboAiQsjq2pd6aVEDNR/1mUPtmGQD+EajvbBq++21NvgiKfOhbITjCxyztS+J5oVE23wuKafcp8CgbBusm1k2smwBYN9nAuonBYBwIPAd1kH0DVNbiYmcvJ1X8BCiW3G+Aysb8BAAcNX5fBoAvgIom/xkA/BSog9/EBAD8HVBzQv8IlGFVSPWqk8USKEUflh/1ft8FqvzrD0AZyH8PAKZDf2MQlIL/N6Aizv8tKGPBxBkA+Afe3/hdUMZVVrEE8WsiQCnxPwQVlf9NUP1rYUdhv62JbT0Q1PxZQlLPyxIA/G+gnsv/K/QZjIML1k0+WDexbmLdpMC6icFgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYDAYj+1gCAPT+u9f33kzuchLH1zxhMBgMBoPBYDAYDAYj01iC/DroJ73P/3cA0B/zmq9B0EEfB4D/EgB+BQD+BAD+X+/3/2mdz1kAgP8eAP4fAPgGAPwmAHwJAN5lee0iAPwsAPyOd11/AAA/7/0NBoPBYHQWd0HpjbkE/haG5M8A4J8AwH8BAG7Me94CgF/2XvunAPBLAPBtCVwLg8FgMBiMfYIlyK+D/gkA+JegHOEHMa/5GgQd9OcA8OcA8GUAeAYA/xkA/CNQ3+Oe5f3bAPAfAeCfgzK63gcA3wfKsPpTAPiW0OsfAMBPA8BHvNf+VQD4NQD4SwB4tfmvxmAwGIwUcBeSddD/LgDc9uQxAPy49/O/ZXn9O6D0yd8EgEeg9NEPA8BmAtfCYDAYDAZjn2AJ8umgdwHA/w0AnwWAnwKA/znmdV+DoIN+GgBqodeUAOB/B5X1NrEAyrH++xDNhhwFlR3/fQAYaHCtLviZdAaDwWB0DnchWQf9By0//1ugdEfZ+Nk3g3LOvzOBz2UwGAwGg5FDTADAFwHgnwHAXwDAH4MyGiZDr1uCqIP+NQD4DQB4GVT53V+AcoYfx7z3FqiM8e+Cymb/TwBwLPTa/8T7/N8GVSb+OwDwXwOA2P1XAwCAS95nn/c+/y8BYMzyuq9Bcz3on/X+Xq/xs58HgP8AAFMx73mv954PNfH3fx3g/2fv7aPruq77wE1cfN17Hj4IgABBAgII0iApCiQFgYQwYBDIMEgapCgEIimEJAIQIkB8jyqNNIo00pKiSpWiunXrxh7HntSeuE4ycey6S6kde+yordtm2knipGkyTZoup5mszoqTTDKdZJo0WXv+OHefe865575333sXIJ6091p7LfLhvfvuu1/7/Pb+7d+GX0jxPjY2Nja27bMFyA/QawHgh0Ayq/4EJBX9nwHAI473JgH0j4GMHdXaaz8JMqFbBTLBnCt+19nY2NjY2Ngq2a6CpFa/CgBLIOngfwSyf1qvBo+DG6D/Hsie64+BpHn/s/B9i47P/hIA/O8A8BTI/u4/BYD/zdqfvwsAPwsAPwgAywDwaZALGBcNMI19AiTtHECC/P8MAM863vcupAPo/wDkfnvh/wMA+K+QXJkHkJX3/wIA33L8rRFkpf4YALwB8ji9nmI/2NjY2Ni2zxYgP0BvAwmkPwIyKf0sAPwfAPAXAHDaei+CjGVtofcAwA0A+H8A4H+23vtdAPgyyDj5B+Fn/xNImjsbGxsbGxvb+8BclemHQS4K9H63cXADdASAp7XXagHgl0GC9hrrs78e/p1sK3z9gQL78zxIyp9LbC2f1YBc4Px17bV/ADIhYdu7UBigHwHJEtAXVKdA/oaPFvjsr4BkJ9j2VYiEg/4cZJ9hveN9bGxsbGw7ZwuQH6B7YMYzAClC+n8BwP9kvW6LxJF/CWQCl2xv+PofgEwm/3cgmV9fCV+/W9IvYWNjY2NjY6tYqwGAVpAZ/v8bJLWcbBzcAP2/AoCwtrMSvvdh67N25frB8PUrCfsjwn0ZC9/3WLqfoexK+LkT2muXHa8BFAboAcjEwx8BwAHtdaLQv1ZgX74F8ljZdhoAJkEyDv4JAPwYMKWRjY2N7V7bAqTvQa8CgBaQ8eodkLFCNwQpCvqh0K+AZEz9fwDwMyCp7AByegiB9yes7f9biOufsLGxsbGxsb0HzQfZR/e7IKvUenb/x7T3jYMboP+OY5sfDN87a332Cet9veHr89pr9wHAZ0ACYbva8AMpfxPZ/wIA/wFk5Zv8OEiK+hvWe9+FZIDugRyJ9ucQH3NTTAX9jwq8pxZkT/8XCryPjY2NjW17bQEKA/R5APhVkLR2PVb9B+t9ST3oz4R/ezT8f1v4/7+AqI2K7OXwb8UyydjY2NjY2NgqzD4NUjjtIyD70SdBZvj/ACRQJhuH8gG6reLeG76+EP7fAylW910A+O9BVsw/BHIRpL8vjTWCrE4kUQu/A1HVgn7Luwnb+jGQyYvvd/xNgKyMfzPPvuTrQbftjfC7ShXFY2NjY2Mr3xYgP0C/BRFNfQ4ALoCMV98AGV90SwLop8O/vR3+vwpk3PpPjvcSM+1Uyv1nY2NjY2Njq1D7YzAr5QCyB/ovIR1AL4biXgig02LFrpRPQvEAfSH8zEr4vbq/GP7tnPVb3nVs5+3wvf9tnu/6Gsjj1ZPw9zlIr+L+t8P3tqd4LxsbGxvb9tgC5Afo/xAAfhvMRC8AwD+H9AB9KPzbJ7TX/iXIeGL3t/9Q+N4DwMbGxsbGxvaetj8EgL9vvfYsyIXAZ7TXxqE4kbjfh7hIXCGAPgBxyvsekD19xQL0/xXk4slldSAFePRF0bsQB+h0HAqpqo+BZCH8PMQr34dAVkPsOeguAN4McrzcfyzwfWxsbGxs22sLkB+g/wzIGFOlvTYMkgH1Heu9SQD9VYgSyWRPha8taa/Vh9/1b1PtORsbGxsbG1tF22dBZus/CnKs2d8H2Y+eluJOY9b+LsgxMDRmbcnx2UIAvQbkSLTvAsAL4fZ+HqTqejEA/QBIwPy387znCyB/IyUR3gUToH9f+J2/CZLKaHuHtb2/Fr7/t0BW6BcB4IdBiu39CQCMWu//RZCjdF4AgDsQ6QD8FcSPExsbGxvbztoCyGf6xwHgf3D4Zvj3L4OMnX8D5PP+18AN0L8GUfxYBslc+yuQMUNnofnhNv4CJINrEwD+Fcg4/eEsfyAbGxsbGxvb7rRmkAuF74KsKn8VAI6CXGB8RnvfOLgB+q8BwEMA8C9A9s59BwDWre+gzxYC6ABSxO3r4b58FwB+FABOOt6Xz54O328LuulGfe2kIP8umAD9FUjuX7ePA9n3gKQ9fhfk4up3wv13Ud/XQSYzvguyTeD3QQrRfU++H8bGxsbGtiO2APljQDcA/CDImPdfAOCXAOASyLj5HWtb9mf/EmRC9pPgZlO1h9v5w3DbvwCyx52NjY2NjY2NLa+9CxKgs7GxsbGxsbGxsbGxsbGx3UN7Fxigs7GxsbGxsbGxsbGxsbHdc3sXdh6g1wLA/gLOI8rY2NjY2NjY2NjY2NjY3lf2Luw8QB+H/H2Bxaq9s7GxsbGxsbGxsbGxsbGxlWB7AeBDBbzznu0dGxsbGxsbGxsbGxsbGxsbGxsbGxsbGxsbGxsbGxsbGxsbGxsbGxsbGxtbRdoPAsC/Bjnr+fdBzk4+ar3nXYj31v6P1nvuA4CfBYA/C7fzNgBUW+8ZBzmf888B4N9D8f25ewDgIAA0srOzs7Nn4gdBPlt3m1VKbOK4xM7Ozp6t79a4xMa2Y/ZVkIuREwBwCuRC5ncAQGjveRcAfhRMdepG7e8eAPwbAPg6AJwGgA8DwHcB4A3tPYcA4E8B4CMAcBwANgDgLwHgQhH7ehAKi3Kxs7OzsxfnB2H3WaXEJo5L7Ozs7Nn7boxLbGz3zPaBvDHGtNfeBYCP5vnMhwHgrwCgQ3ttBQD+BOQoKgCAtyCusv2TIBdhaa1R7tseBKhiZ2dnZy/L92D4vG8s8OzdDbZbY9N7IC55odcgQD0CBLhnTxN6VS1Y7bVjjdeJdTXdhtdWH8Rqrx29qhbcs6cJ90BD+NlabZvl7E9NuK163AMNWLVnL3pVbWpf/NpDGNQexlzdB5QHtYfRrz2E9TU9BfavRvvN23Ecaf/pN1QhQCCPKzTgnj1N4e9pUb+ptvog1tV0Y31ND/q1h4zf11B3FBvqjmJj/f3YWH8/NtU/oHyvfyqPP5jSk7ehfxd9P+2PfszpuNO1UeN1olfVhl5VC1bt2audgyD0Ku1c1FjHbruu7eh60q/v2uqD6rgnXVN1Nd3qN1Xt2ZtwPZWzj1V5bzw6HAAAIABJREFU98++/2q8TuP6lse0fhuv7Z30iopLbGw7ZkdA3hgPaK+9C7Lq8AcgFzJ/AwAC7e8/BADftrZzKNzOg+H//ynEF1K3QS6U0lq4ELIDITs7Ozt78V6FUDkLod0amyo4LlWHXot7oA737BFYtacxBgzqa3uU2+C8ak8j7tnj4x6oQwkwqrdlXxQorzuMDfXHDBd1/RGIqt6P1V5bnn0rdf/y73O0377a96qqZvSqWhDAw5rq/ep40u8Qdf3YUH9Mgm5/AJv9U9jsn8KWYFB5azDkdP095PT5ct217TT7QZ9v8gckkA/PTVAXgdza6oNYU70fATx5jqqaw/MkrHO1veeLzlV0jbVhTfV+dX7o3Oiu/w7z+hcZXWNJ+1bMvZjVvtxLr6i4xMa2I1YFAO8AwLes15dB0v0GAOAmAPyfAPBF7e8/CgA/Z30mAHmDfTj8/2+C7CnUbSp8j5+wP3UQ70nBylwIsbOzs+82r5iF0G6KTe+RuKSBFQKVVc0GUNHBQH1tjwJX1V4bVlU1bxMwSQ/MdcAU269tAeaFAXm112YAKr/2EAJ4MSCeD/wmgV4d+BL4JQ/qDqvjobt9Dm2330/b0bdN30f7nzaZYP8Off8BPAO0V3vt6vxtP2CPA3XX9Z/mussPjrPYN3O/aqsPxs5h0vVfuSC9YuISG9uO2ScA4DsA0FXgfR8EefMcDv+/XQD9FXD2pVTaQoidnZ19N3rFLIR2U2x6BSo+LhVfqZMAYDuq5u79KFTJpITB9lcPE8CcBsh14KRXxgnIAnh5AawOXl2VZ7tiWlO9X50PArbkkjZvelVVs9Nd79W3Rdun77OvDRcTwJWEcP1uAE/9bv33uhJBbsC+Xec3ziKh85qPubGT94YrgbZ9zJZ74RUTl9jYdsT+HgD8Lkj6XyETIG8eEtHZLhrhe6RSwc7Ozr4bvSIWQrstNlVwXCq+OuesmpddncufIHBVLm0Alx+IlAtGkiusLuAm6vpjwFQHpACes4psg3AdgBPwNkD2nkYNrIoItJJDXTaub1P7Lvp+HdwTkLcBfD4aPwF0G7TrxyfxfG8bQyIf/T1+vl0V9ewBcn6WS+r7teIo7xURl9jYtt32gFwA/R4AfCDlZ0ZB3jwnw/+TEE+79p5lkAucuvD/b4FU09Xt81CSSFwlLITY2dnZd7vv6oVQpcSmColLxVHat6cil7QPyZVKF1CLqqpZVgjdAM1Fe7Yr5DYgtyvjAJ6qttqMBNUvb1SKRQx0RzRvm+6dxgv95jRufn8czGsgXiUy2mIVXzp+AF7eSrt+/JJ0BpKvgyyuBdd1UBio29fpTiS0khkvlUp539VxiY1tx+zjAPDHAPC9YI6qIWrfYQB4CQAeAoBeALgCAL8NAP9E2waNsvk5kONwLoCcN+saZfPDAHAMANag+DFrFbIQYmdnZ68E39ULoUqJTRUQlwpTeLe3ChcH5oUoxATMnWAjMzBWHL3ZBchtMG6DydrqgwjgJQBxFwBPC653i7uBvAng48AdwDP69F1JD/s468d4Z9oc8jNO6mq6UwF1qbReLkgujf2SfY/8TviujktsbDtmmOAL4d+7QS54/hAA/gsA/BbIhYx94/QAwD8GgD8Dqar7NwGg2nrPOAD8MgD8OciF1AIUZxWwEGJnZ2evFN/VCyFM8IXw77slNu3yuJQfYOxM1Tz+/UmVSL1ivn2CdIUp9jptvRBYjFd32w0wDuDlETzbzUApi2vPLawH4FmgvT01S4HOh06HT0cx3x7htkLXsdyvpOu4nPupxGr6rgfpuzousbGxOWyXL4TY2dnZK8l5IZSB7dK4VDylPVtarBtIpK88bqdSvElfp2QBgfIk2roNCF2A3K0+7pW57+8l14+DQw0/D2DXEyYuOjydG/sa2tZRgI6EUz4mSDaJr3t9b2+3c1xiY6s026ULIXZ2dvZKdF4IZWC7MC4VV2WLU9rLBQ8euujsScrsicA8k97dwhRlqtTmq9LatOXkkW67FfTsZndX2fXzZbcc5GM36DT47WmRSAbI+YC6rfhuXuNeCfti3ed5KO+VpfLOcYmNrdJsFy6E2NnZ2SvVeSGUge2yuFQcpX07quYAXkwArjAwb8+Qgptcvbd7yl3UdXeVvNCM9Z0EOOnF3Ir3UsTmtvP3FZ5VnsR8sME6tU1s3zi0dKKHOh2frim5rXtUTd91IJ3jEhtbpdkuWwixs7OzV7LzQigD20VxqUxwXiblVu8vtvtz84EUVU3MSojOQT8mIGf3NLvEx9KD8u08j3HAXWgUmhqDpo1DS+XW5wqNcEsG9Nt9PPKD9SQxP/0cm9feNogghteeS9PAlZyi6wxA1ykot6Wk0kE6xyU2tkqzXbQQYmdnZ69054VQBrYL4lK8ipaG0p5dP6wJTAA8J529cD9umeDIQanPVy1PA8pNILpd581F7/ZN0G2NLtNnj9M51s+zX3uoKNfBG9GhzZns8ZFwhhr9jorgaccrBVgvdN6zVlpPq7ugszQAvIREVan3ovn9hSjvu6svneMSG1ul2S5YCLGzs7O/V5wXQhnYPY5LJkDNN0ItqQ+1tEV5HIxQtRrAi1XNY33mGQtluWjsNu25kJjY9oLyPH3WIdi1Z4fT+fNrDxngjvqv880RbxNnY94uRrBdjDj/lm+OO/Xh60kWAvUmiG9T15U9Sm77+vOTwXo+8T/9Wkiiv2cpkJivPz2oO4wAXsK9Udp9mfQ8cCXrsnkeZOkcl9jYKs0YoLOzs7Nn5rwQysDuYVxyV+ySwHm2lPZ43y1VzQG8RHGsrOj0ScBcB2NpqqbbI5ZlV8Y9E4xbwmd03Ai42WrlOrjuEKPYKcYMPyDGt8Xt7+kQowbIt9Xt6fjqM+B1QT0dtMvjlHWl3V1BLsSmsJM22wPU4/eJXk0H8LbhPklHeU8Wj7tXIJ3jEhtbpRkDdHZ2dvbMnBdCGdg9ikvF95yWD0ithICjx5vAhk5nT6bRlv976bsb6o8VXSHNDpQn9EiHABHAyytqRgBcB9/5AHOHGI2B5aQquF4N193+u6v6ricFitk32qd8onsAnnYutqPHP5nuXYhh0VB/LEWfegn7ktCCIer6EcBz6DPYUxVKqaYnjzrcvX3pHJfY2CrNGKCzs7OzZ+a8EMrA7kFcKq86Vjql3fzOpN5aAC8PnT07Kn0hYF64IlkO8LDp6sLJYCD6sg3GXWDXBXJtkTOdam7TzV095Gnd1cNO59Wm1uvHu1BygV6zQTuAF1PxNwB7jBZfznnKX8lODdS36Tqur+1BAJN1ousilAeYi2uB2R0gneMSG1ulGQN0dnZ29sycF0IZ2A7HpeRKcnHgvITv1ICFTinX+2mJ4p6szl7Md7oBDVGVbVBFNPZsq5/m/tgVyXz9zq3BELaLEQTwnMA1qdqsV1J17YBYr7dDhT1SYLdU2PN69BmXCryrN56uNZ05kY8VYP92AA/bxYiTYq6fOzfboZxzmJ+FodPfdaAe1B3OEKjH1d4BPLUPOlDXld6zvIcL61TcS5DOcYmNrdKMATo7Ozt7Zs4LoQxsB+NS8eA8i+pbmh5anZoL4GWeEMhXMXcC80x6ad2g3NXXrANyu5IM4CkwnjSfO6peaj3bVt+2Pu6suPnlpbi5/fh4N2GAeB3A07Xo6vkm0A7gOavsBNjT6wWUfl7zsTKSgLrrGsviGgfwnCPZ8ms4lM+C2Z0gneMSG1ulGQN0dnZ29sycF0IZ2A7FpZ2mqSZXzXUVaheAAPAy+06qmLtoyDTXur62JyNhLdoHs2dYBzJ6kkAH5K7KOIFNAC/Wg60rnus92Mmjyu6Vona+Y2SCeRPE65T/tlgPPoBnHEO70u4C7BE41s512arjbtBKbAgXUCddg/KBevTdAF7eBJg9Nz2L7yyvPWY7ry+OS2xslWYM0NnZ2dkzc14IZWA7EJdKAOdZ0HAd1UW7uufqNY+2UeT3abTfmur9eSvmOjAvf350fB9s+jMlCNrE2UQw2SbOxoTpiFGQLIh2r0dabdf1avfox4Xz9D59/fgmJT3045t9G4Obep4PqFPSgMQHy0uGec7e9CSWSvkgPc4g2D0gneMSG1ulGQN0dnZ29sycF0IZ2DbHpdLBefHgL5nS7prdnCzAVsxvM79P7223QVH2FfN0AnQuUE6A0d4vV/+0/K73Khgv7lhHxyECpK4+fjr3dOyTwHr2rQ3FVdT1cx8XdCv2+91CdunvveLvdRdL5t6DdI5LbGyVZgzQ2dnZ2TNzXghlYNsYl+LgPO0YtXKpr/ZIqu2p4pnggMCICwQ11B8zRqVlOSPanqPuAuU6MGwJBmMq8dn2SL9fvHCPP7EXdLDuOifN/qnYHPPtukZcPepN/oAGnLO9L1zsFXt0YFatLNv7jEnrHJfY2CrNGKCzs7OzZ+a8EMrAtikuuSvnroVz+dWt4ijt5YGCZDq7rn5u9x4b4CCDedSuHndXT3neam2sD3q7qb8phdx0L6Tg7vhMYQG67fx9teoc5Zt376qsU896dj3i5vWqA1hbi0BXoy+f9p4/gbTdybLtfdakcY5LbGyVZgzQ2dnZ2TNzXghlYBnHpTj1NKmqlZVSu6pe5qHVxpWkSwMC+frMswc6dDyTEwItwaATlLcGQzH6cnKVPKv7MUF4zaGc7lW1xMaf0Qg011zzJLfnptN29HFuaqSbQ1HeDeKzPB7x6rrdBtEaDDnBus502O7rqFBiyaShF/md1r1pj2OLU9790r8rhcJ7ciU9q3PPcYmNrdKMATo7Ozt7Zs4LoQxsGwB6enBeXpUuDpi3h9LuprO7enqd1c+MFeGb/IHECmxLMBij028PELHo3bqQmjZ7XJ877tceUuemsf5+bPIHDAE9ElgjVXRyGmNmu/4e+lybOGsIoTX5A2o2e1B3WCVqorns0Ux2txr9NhwvB1hvqD+WmGxpE2cVBT1L5XUXC8PVn14e7b1cynuxfelxobziQDrHJTa296MxQGdnZ2fPzHkhlIFxXGJnZ2fPzDkusbFVmvFCiJ2dnT0z54VQBsZxiZ2dnT0z57jExlZpxgshdnZ29sycF0IZWAZxKZ1IU/k95+npsuX3m0e9s65e3UQKcDm/SRuJRZRnW/VbpzuXr7jt2A+tX5r2B8CLCZx1ijHsyk1gT+4C9uamsE9cxiPiCh4RV7BPXMY+cRl7c1PYk7uA3bnJmGq5TUPXWxKCusOKjk5u957rf6P369eAiz6vH8vu3KSx7/b+07535SbUcdd7swE8dX1l19effzIAHXf9WOotDaVf73Hau6uFw9ZWML+rhN+YoBmRaVtKip707IXjOC6xsVWaMUBnZ2dnz8x5IZSBlRmXdkoQLv3CvnRBLRI38wyg4hKBi88zL6M310oC6KJhOhBrrL8/YYZ6qfOyq1MJmAF4CowXArKkRE5gjs4JXQO2gBsB3EjAjbyAenvMo8/S9vReeBKiI4BGSR096UL93/kSD/RbAbyUQnzlnhtzljn1ievJBhIFTAbP5SWLaHSfLSKnJ4jk54u7z1yCddkm2rIQjuO4xMb2fjAG6Ow77PZ4mfhom8TxNqnG17hG2PDcXPadcl4IZWBlxKVywHkJ4k8WWLHBebLIVHHfAeDFlNLtedHlf48fA162mrct+lbttWcwcssE5ToLQd8HHZADeDGASlVlShzQ8adzTWPcDOV0ZxxxxY9SYkjSdhxxzlKUJwBPwI2AO80u10E7AXYAzzgeNki2q7/lgXW9qm4yLNrFSEy9P57IKR7Y2uCZqvi2ICIlBAC88N4p73vsUWwkHqc/P8oRk9wZkM5xiY2t0owBOvs2uGOsjbYI0RciZkWhLVxIxUfc2G6OrmlXn1cVEGMhlrQYY/DOnrXzQigDKzEuuRWTtwOcp13El1M5pO+o9toQwHPSe8sDyjaNOAJadsWcgHn5Ctr0vW5QTr+xTZxVtG9XxRjAU5Vxu2JsAvEkBfTd+Nw3QbweN3Xg7mIUtIsRBPCcjAKi81MrgqjrzwisJ08SsNXfCajHrtcS2CSuxICrzQPAw2qvreyEVdIkhvKTb+lAenmTJcg5LrGxVZoxQGcvwx1AXKsEJI21oYUsjbXRe/JorE2+kTb2KBv6nB6gaYwN0RmdY2ysSgoDd/bynRdCGVgJcSndOKOdAuel02DdIATAi4EQGnFVKkDQfwfR5omq7KqYl9fX7vptUT9zs38K28VIrCqcVBEG8Jy9uu/N57g7ztraCgBeIuPAPpbtYgSb/VMZ6Qa4+8WTKur69ZTFtauP+tOTVwBe+cmrAu0rOwHSyx//6CHHJTa2yjMG6Owp3crsW1l9CioUwNL00PWLaTwqZpQfF1fLcn1b/WI6VU+iXu1SVYVEkZ33wmKPfXudF0IZWJFxqZzKeTEL3doYMHD1qJY+bzwZeAB4ib220XekO1Y2MBd1/U4qOwG40pMA2rlJqLJ2iFHszk1ib27KeF4TICcwR7Rlvb+Yn81mTAaIdAqoHUJPunTlJoz425ubwu7cpDrOWbEjXNcwJWBs6jt9Z2nXlzspQGsPAK/MRFY88UC/xyUeFwfQRdwf215J57jExlZpxgCdPcGjRY8ZPCIwrlPsXBn7JNDtAtE6kCaV3e7cJHblJpxOf6f328q3OvhP2oekCo1OmdRBexQYzePDzh45L4QysCLiUroFbnngPKp0UdWSwDkt1AlEuhfq6cG5DWILgY1SK4LUw+sCTgTWygXm+jnRe4apUu4C5ZQYiMBiOQmVYn2ntVG26zfE7wf9etKPvw7W6fjrmgZxpknx55/uFz0p40oEldYOEuk05EtquScbFAfS7cRc0r1vbr/479ieZxjHJTa2SjMG6OyaxwMFgKeoXbpaq77AskGwDr7t6jWNtLHH2Yi6fjXOJmmMTdJYGxpnQ5UsfZyNPspGr+LrIN4F3O0qTmP9/YoOCODt4KKRvbKcF0IZWMq4tBMUUROcu8ao2SOYyqvSmYJbRGkH8MpQwzb3n8TX9BFZeo8wAZmSe3cdVc3WYAgPiHEjgas/YwlEZSdklnwu3W1ZpkibV9ViqK3riuu619V0q/YpWyNF10eh7cVE6hJp+dn93qRe/2b/VCyWU8L6gBiPXQ+ljuzTtRT060HXOGgTZ5XAW8kg2po+AOAZ91C5/e/67yj0DCgXpGffosNxiY2t0owB+vvaNYpcgoIugIedYkyJ9fSL6URA252bNASFqBIdH2mTT8wtg3E2lvica5QN9asRBV+nWdqgvV9MK7GdTjGGAF6iMu77m3LJzguhTCw1QFfgQ2P36NT28qih5qJZfzYWpriWXtXWVdqJ0g7glQVc9CpmEjiKg5cSRLXCJINfe8ioltt90J1iLAWtupxnaLwlK0kbRW/NohFnlNwlPRTSPzkgxhNZXeR0XCkhTToplJQmfRS9taqwNkqGxyOh3aBTjMV61vWqugTPpar2V8eSUElJIpO9UXoiCsCLCchRor2cRFe+Fhd3oq70UW92qw4lgyJWn5/yXuW4xMZWacYA/X3nVlZdo8Dp/WoEyAG8WGVcr3y4KeHt7mpBXvrf9rmtIm/OozVH2diU/d7cVKzSDuApwG6L3ujCUNlWf9grw3khlIGliEtxsGGPUytvTFFhamvyjPPyqLk021lX3AYodmSUCYh0wJw9vThOm7fBXm9uSimJlz9yy7UfSfoo7lFltjaK3ZZ1IriOJ4LrOBDM4kAwiyeDGyU5fZ62l9RepSe2XSPistdFiYug6aD5gBiPVdU7xdi2XS/2dRlLCJRwXwF4xmQA/b4qp1XEFolMAullJQXzjImk51pxWgEcl9jYKs0YoL8v3L3Y1INjd24yVj0+KmYQwDOAqFk5ji8ckgC4CZI1oGyAZfeotSRPHLEWbtemEabZN3thp88dpsQFgBc7TkfEFezOTRYQV2Iq/HvfeSGUgRWISyWA8xIrWfnEoUofo2ZW+lyjoiK6b7sSRSsWoNC2XZVKvc+83L7fuppu9R02XZqeidmCcl0bxQQyBMSb/VMKaBIAJ/ZXEuAmIG23aVGPPLVrkf5JklMblUsQlcB/vn3QWVtEN28TZ1UbgK4cboL2tNdInvvJAuu0NrDbEijRogu8lQrUXf3pcWZHWwnf4RkJKhczhbZdLqXeNcmhHLFI/fmTDUjnuMTGVmnGAP097dFCSu/NavIHFNjUQTkBTcqWkzhR8oIgAeyWQCckxXd9tBpl1HVaof6aPnKNlNnLoxG6f4u9AASQ4jNUJXIdQ0pqUCVAF9xhoP5edl4IZWB54lL6ClNplXP5HTsDziMgVBg4pNnvcFGvVSddoKf0PvM4MG+oP+YEcXYPc5xhUJzgmH3eATwjgWo/jwkIuwC43ZZFSQsXDV3XRaFrK6nvXP8btVORPoqLPk/nxW6vcgF4ShzY8VlPmAN4ZbYJmJoO+jkmDQFX8sU+x6X2ddN3uZJJRtW+CJX0NImw0lo7SgXppbWNlP+c47jExlZpxgD9Pefx6k99bY+iNxIo16u/erDV6V/Ux5UEYm0Aq1eddVoZ0ddcfd72YuR0cKskT6qC2AsxAvJ6f7xBy8+TgKDfC+AZC3f92PaJy0Z1Xa+sN/kDjoU3g/X3lvNCKANLiEtF9mjuOnBuisG5qnq2enq6bSdXtHWgQ8yecsCIvv0kYB4DVGXO1tYFAAlkAXgKMPaLaScY1wGt3uOsP/ujSmR7fgaWxsJK7ZZOSpwx1q5Alx0zCbzrCQcXaKeWswNiHAE8UwitLCFTNx29JRhMBOpmRb30pBUx+1zV9OITAfFWEn06goutkj4BsLMgvTyNDY5LbGyVZgzQ3zPuDkStwZAS6dGrvCQAY6qnuoK6h7HKuNa3TqJGtKjQxeR08H06uIWD/hwO+nMFQbVOL8zn9ii1JLCvf6/+fbr4Gy3edLV243gYoF0/JtHx0NWR8x3zuBAOV9XfO84LoQzMEZfM6l5+xfa2EoGhW6k5M3BuqUyTUKUOGovfthvcUFKUKq1mlTP9tm0qsguY6/3JbqBTJCCxenx1wNaTu4D9YhoBPCdYTaKE03WRnz1VbXnWzwZ7+/lZZ3rvvE3ZdyUlADx1DPSETFwjobRzoieWdJ0BF1AvvnUingSiyj0lmfT2seKSTHEgrSdDSNDWPSUh5fHJA9JLn/AQ375+XRSn7M5xiY2t0owBesW7qZ6rZ7ltgKhTD3WAaFaa0lWLdQB6IrhugGECwjotL4lO2OQPKFEce8SaThl0uWvUWmP9/Wrhm0Qj1OmP+j6fDm4pCqStYJuGVaCzCfQECVUcbLCuV5vi6rj3+rpiL815IZSBOQG6LWyZf6FaHjin5KMNzovffqkVvOIBjV01t1k76cFBcsWc+rmTK6fFJhvjAFDvm+/OTcbA6EAwiwCeITxHAMtM0GSthL5THhe9i5JSUeKoyR8wBN0APCNBTUmL7txkHqX+Es6VxdTQEzbUN196Rd28D3X2X3I1vbRkVvYMFrOH366klz2+sIhnX3z7HJfY2CrNGKBXpLtFVvQFjU6xpkq5u/fQBuWmOimAF6PG28DWRSekCobdB06iboXE3GyPCbol0glNKiGJztn973ZFQqcR2okGm6oOEM0kjlcmzGNp99Z15SaMFgN9AVW6aBP77nFeCGVgVlxyUz3TVZHSPU9dAprZgfMI6NrgvDShKh3EtBu6InbVPP48SXcsqvY0Ym31QfXc0gFY+ZRm+zdEz0iKNTYoPxFcdz6D3XPT36vPTRO022NRAcxYbR8/ijV633i5gDEfUKe4pq7Doije5vrGrqbr+i7VXntRySdXX7oN0stlmySB9NLGMZr3S0H2kLO1h+MSG1ulGQP0inIzMBLlUKf+6dVyoh0aWXNHpZyqvrYgDI1ZOxncUDRxG7C6xGrMfu7dTiU01dppEWAnJPTfD+CpCrhNHzUrE2ZlnYI20QP1qrpOTSSKYGkLX/Z767wQysC0uJROLKmcWec2OM+G1u4WVLPBuQ6SiqoCalRdmmHt6jUvFrjooF9vj6LkKwGj+tqezNS76XuOiCtGBfi4uGowjfSZ6QCedS626/lox5J4XEmOa9sZ4/R9qzXYbvpsc4rjFMeIgUCJe51NV66aP1W7aT2iz1JvDYZKBtN0Tbp60+m6MAXk0t+benLIFmosvd+9MN295LGMBfQ3kkXjOC6xsVWaMUCvCHdnrDvEqEFj16uxlLUmkGdXoSmDrFd3qXKhV5EBPFW9SKJ8l08nTLP4SfJSF0OFaYQ2pZ+qEgCewR6wjzstIm2wTt9DQMA+7jr9nYB66RUq9nvjvBDKwMK45GHRi9JSxhklzDTOApynAwBptxst/l2U9mTqb6HjEMUWAlmUQKT2JDPZW/zIKxdtuVOMYZ+4bFR6XaDczVTK4l5NSuBqTKyq5sQxoPooUP212NhPNYrUZIrFY1gWvynOhMsH1k8E17FPXMZOMVZiO0T8ereT0Po1ZCZ3ir8+9eveRXlPzxZx97xnkUDLB9JJnFC/pot+XkH+8WvuZKWHwHGJja2ijAH6rvZ4ENEXNgTM9Wy40cuoVcvtKpELlOug86iYwZ7cBQTwDEDuVjrPF1xM0J20CIoWQO1qJJs9usY14iZaHJlz0N2LoTQgPk4j1GmvTf4AAnjYk7uAR8WMkcxwgXX3LHSzqq5Xq6hqT0CdFjUM1CvFGaBnYAqgl0frTPdsTbeQzg6cUyU4PeiXf7MBkC0EpyqJRVLldTq7TVPuyk0YOhmlAPOqPY1K7K01GDJijk5f178r27GUdvyJ4g6NANWV1GkcWmswpHRMKAnSlZtQs85d3p2bVONAaQxomzirzj3prZgK8m1m3MqsZz66Fm0ldj3hTFV1il2twVB0DkpS+48q3vRddntE8bR381oi5oUtIGcmkLwC2zWfAUktKOWA9GwTf9Y+F9Xu4yFwXGJjqyhjgL5rXT6E9QWZDeB6c1Nz2xHmAAAgAElEQVR5Kq0RENRBOQn9HBdXFbCkygVtT1c0BfBS0karje/Uq9H64lcfI9OVm1BjcnQq+Rl/AYf92zjq38Fz/pLTR/07OOzfxjP+gvEbaOxMV24iNlaHgqJd9TcrGXmCYri4A/BiM+V7c1PGbzgd3MLj4qoSzLEZDa5zpDMjdPo7LV7NBQiLye1OZ4CegYVxqUbr6UxaiJai2B4H5/YC2q3oXEx/a3zGOSU6i6Xj0gLbRWnXheDSVyXjQMruMy8dmLuTygfEuEFhJ5p1bCxbSaPx9O+2gLglrEbnw44/BFT1+DPiL+KIv4ij/h3lSfHIFZ/IaTt2vNLHpFG80kUDYwy1soC7CezssWlJ56a05HA6oN4mzpZwfcXZHnqiSmddAHjFgX8tiaErvJc2K327njHxbad7NtYgcFxiY6soY4C+67w6cXHjAubx3jFToMyvPaSCY7+YjgFIHZQbYkV5F3pm75tOt9J7ufW+wjP+Ao75y3g+WMXHGjbwWtMm3ti7ifMtW/hk2xYu79vCtY4t3Ny/hVv7t/Cpzi18unMTn+7cxGcOmE6vP9Up37u5X352eZ/c1nzLFt7Yu4nXmjbxsYYNPB+s4pi/jGf8hVj/HS2Gknu3kgKmmcXW++8IrOsJkH4xrRa9kuUQF+qzxxm5gLp70cTV9N3jDNAzsDAu1av7y6Zy2lWi0he3cTGnUivndg93VuC8qqoZATzFeuoUY4raawjBpd2mg5FFVGQ9oVhsNV4HT664YyeC3UnL8oBnvokjlEDVE8AEuglIE4ge8ueNsZwUe/vFdN4RoPR3embrY0aH/HkD/OvfrSecdap/YltZ2YmMePLeTjS74lapquk11fuNAoFNey8unkX3hc4GtO8LAK+key0JpJfSQ++qpJcvPqlv280uMtgZexoRoB6B4xIbW0UZA/Rd4ybdsLH+fkVlJ8Xv3tyUSQ9TwUfrLdfEg9rEWezNTRlj0AigOkF5YpXcAuTawpbUW3tzUzgQzOKIv4iTIQi/sXcTF9skeN7av4XPHNjE5w5u4gtd0l/s3lD/fr5L/u3Z0AmIP9W55XQC7vT+5w7Kbbi2/Vy4va0QyC+2SQD/WMMGTgarOOIv4kAwq46vkTGPBU7XsTH7+nWwTgkKfYxbb25KqbabC3bzPOqsB1o40cKtU4xFCZqiaIjs2+sM0DOwMC4FiX2W8b7ktNe+OdKLaK1JSsvFg/M2JzhX1bJiKL0a9RbAK5PSblY19akfBJYOiHHF0iku+WeyvVqCQezOTeJRMaOA3lExY9Cni6tGxn8HgGcAclef9englsHEIhBOVWxq5aKKbqcYw3YxEqOj0/hPuvaovSrJ9RGg+vhPok63ixElREqtatRidsZfiIH3Yf+2Sqjb/fk6YKdzUezx1O8HvQ3Bdf5agsESWFxRUojYgDQajsRmKR6mr6YXprwDeFYrSXEJBWLIxUF6KSMLkydEUN+4uQZLf+50vYGk5yRAgMBxiY2toowB+j1398JJr5wSIHOPzTErr1QRIWBIFdyjYiZGWywMyvWFkKwKEdX+qJjBYf82TgarONO4gfMtW7jSLsEzgXACyc93SRD9VKcEyEv7oir3440SKE+JNZwMVvER/y6O+cuxiobuegVizF/GR/y7OBms4pRYw8caNvDxxqg6vxRW5p/q3MJnNRBP+/ZcuF8r7XKfZholaB/2b6tj1uyfMnr75fFJPmb2gocqSbTgocXhEXFFVRAKndeG+mNGwoaYFMUvbNi31xmgZ2CNAIB79jQ5+86T2S6Fn7W2QKa+WC5tVnFcIMtVOS8OkNbGAA2Ap1TabRZOajBjxQi9al4u3Zgq5jqwo77mrtxEGcrv+jGO6MIAnhIiI6G5IX8eR/xFA4wP+fNqP3pyF1Ryg86LTgcmDRPZ+hSJntpTOYpxcwyoUBVP0lzRx38SGOwUY2oqy0Awq34XgXb6XbrAG10jpVGmzetYp48TA4KYADpQj1fU094nUVuFq5qenhFi3nt0DZLKO10jxbZ/2PHbTXcvfvKCrkuR9NwpreffZDG6+tH37GlC4LjExlZRxgD9njpVHtzAXKcCmpWSWu2zbUpkrCd3waiWUw90uqpFHFzSbNWe3AU8HdzCcX8Zpxs2cKF1C9c7ZEX8eQ3sPntQVqmX923hXAh2L4o1g15OtD29P5yCFAnnkPhbXB03rp5LFQuqVjTUH4v1ufeJywbN/qJYw5nGDZxrkfu6tV+CdwLuz3fJivt6xxYutG7hdMMGjvvLeDq4pYTzDDG+PEkOV3VC1wCgqjqdp2jhbbYs6DRBnYroBurcn37vnAF6BtYIAKrilJUo3HaAc/t5SeC8JRiMzWlOA6RdvbudYgwBPGP2eHrqbjz5q4MiapUqrrpvxh6dqUXAnNhIxQvXmcc2SfkdwDOq4zZo1UdgupI626eiXoxHzLSoNS0OtuzRp65kxLB/GwG8DBTZzeuaqtM6S4765ynuxGNW+m3rrVx6siiedE6xTW26AVXQqS+9uOSTeR9SJZ3ua53uXqzI3XaD9KR+dFlF57jExlZJxgD9nrgZUKjyQGJpVFk1eswNYC6ciyPqmesX0wl0xfwgUg/G/WJaBf25FlmFfubApkEbf6pTAtybe7fw0dw6jvvLOOTPqyw7jT+Jgo97Pnq8QlFdpCdXLPR55xQUaUwLVXuG/Hkc95fx0dw63twrf5POBHghBOxrHTLxACAXh/1iOuUi1OxF02l+1J9p09/jFTKT+k4tEKRNQAq8LcFgkQt49mydAXoG1ggA6p51952XPq/ZnnVe2uLYXMTrlXMbnEvWTTpQkETZBfCK7Dc3Y4wObuOzqQlcpe9f16nsOjDvE5exXYyUMIc92mcblNNz8nRwS4FSAM9I+lIV2TVt5N6C8FLdrfNCFGmdPUDJZwBPJStOB7fUOqCc8Wm6rkJQdxjbxYj6TgLqOvW9qD5yq8Cgi8jpvenFXu/EOAPwEltCirkfk0A6tcEVW0lPShLaM9LL0dWw+9GrvXYEjktsbBVlDNB33KNFHVVDdQE4HWTZit+uirlOY+8X04b4TnJgcwfe4+IqnvOXcLphAxfbZGUZwFNV5ac6JWX8iaZNPB/SwI+Lq4o6b/TExZRnd1ulwlT4pR7GrtwEHhdXcdi/jeeDVXyiaROXQsBObAEAD7f2y1726YYNPOcv4XFxNeXCNL6Q6BCjhoDfQDCbv6KuiTzptFJK7tA1kL4CwZ6dM0DPwBoBwCl6VHzfeZwe7Rp5VJpCczKtvbgKmwnObdGr1mAIAbyiwIVOPaee4iPiCvaJy6bAaMr9I2BBYF9v2dGBefHtNub5oQpopxiLgfIRfxEH/Tk8KmYQwDNiTnyUZSWB8bQesdz0ZBPFLgAPj4oZHPTnjGNGYJ2S/sWN+LOv93aVxNeBOrWDKVBd5HWlC6P2icuqN51iYDrgb95HAJ5KcunicUXdRxZDJiu6uz7pIStl93z96LXVBxE4LrGxVZQxQN8xlw9Qqj4QwNbp7CbAi/ciU9WCqOwEzG1Q5g6OZhWXFm5HxBUc9e/gYw0b+GSbFF+jqvGzBzcRwMObe7dwSqzhiL+IR8WMWuAZC1tFG6zMSoVOL9QrYh1iFI+KGRzxF3FKrOHNvTJp8axWXX+6cxOfbNvCxxo2cNS/g0fEFcfCwg60ZqDWkzUE1In6TtUJV4+6nmDRae8E8FVVg6vpO+QM0DOwRgBQC0xbkTg9CLPpn+4FcXFV+Xivbrng3G5haRNnjcpfUHcYAbyUIMAEUi76sIwxaSnJ5vYIOOsq3+6EYDGU36gnuU9cxpPBDSfAJFYYtV4Vdy28F91sSwPwlE6Mi3Uw4i/iyeAG9onLMc2BUlgjdnKZrodOMVYkRT0qPrh60zvEaBHbi/YRwFNtZcREsUF6MfdnPpCevuodr3bnTRgWm0TRKvQ6SJdCkxyX2NgqyRigs7Ozs2fmDNAzMI5L7Ozs7Jk5xyU2tkozXgixs7OzZ+a8EMrAOC6xs7OzZ+Ycl9jYKs14IcTOzs6emfNCKAPjuMTOzs6emXNcYmOrNOOFUOYeCZXoPeNHxYwSgWv2T1lCKpFCN/WnUy8yjUs7IMYL9GHJvqva6oPY7J/CI+IKjvvLONssR59Rv/TWfqm6/oh/1xI2ayup34l6MetqulX/JPXIj/p38Hywio83buJcOCf96U45mu3l+zbwtd51fOPQGr7Vt4pv963iRw6X52/3reJbfav4xqE1fK13HV++T4rbPd25iSvtUoH98UYpcDfq31E93tSXFgnzFSM2FPWUUQ8dCe494t/Fm3u3Ysd/tnkTx/1lPCKuYLN/CmurD+Y9p9T/eUCMq/FspD1Afea60r8u6NTsn1IictSbrnraUwnlsBfnvBDKwBoBAGu8zhJGqhUWhSNV42JHJJGwo6jrx2b/FLYGQ0o5vOieVk1dneY2k7ZHeuVq+Xyg3nUaw0VjxujZUvg+j08V0UdqUZ+5qOsvQqXb3Leu3AQOBLOqH/qMv4BHxQx2irEie4LZy/O45kGnGMOjYgbP+AuqV30gmMWu3IQ6N6nHnYUaN6R/QP3pNHov/ZSRaB1Faxr7+k6/b/ExbPo9V5JafHj8SFGfngUkWph+iorZ415X052BaFx89FqN14nAcYmNraKMAfo2BD+vqgWDusOGQrspnmKrcsuFTJM/oMbWkEgYAXoTxOkP6Ojzzf4pPC6u4mSwivMtkeDbcwc3cXmfnEs+7N/GntwFI7iVMsdTH4FD6u+XwjFlK+1yrvjL920oAK6D6DcPreHrvWv4Ss86vti9gc+GI9vWO+Rnn2yT88fnWmQy4cbeTcNv7pV/W2iV711pl599qlN+74vdG/hKzzq+3ruGbx5aM8A/AfiX75Pfu9Iuv+NSbl2psZc+miY6RrT46cldwGH/Ns40buDyvmh029OdmzjfsoWTwSoeF1ex2T+VsNiIRG9ooeK6Rpr8AevzUdJAF3fSld6DusMsIJe5M0DPwMI56G0lqxm7ROFoJnZcFC7d9uwFua4iXuroMxsopN9WBF7oOdwnLmNvbsoAvYV/I427alcgn9TZj4urxrMlAvr5jpd87tCMax2Yj/p3cMifV+Mpi5ufzZ69m5NhaLzqkD+Po/4dA6g31t+f8nqKrk19TXNcXFVq7wSuIzHcQkko30gm9OamFEhX90zBa9NMsrnuvVJHupGKfmkJu+g3kmhcfW2Pel6VNmXCQztR6VW1IXBcYmOrKGOAnmGw0xdMetUysWoeBkdaGB0XV5Uye0/ugqMCEv++uppubBcjeDK4gZdy67jSHoHApzolkLWrtcXMAQXwVACnysoZf0Epmm+G1eHXeyMg/LYFgtc6JJi+1rSJU2INH/Hv4rB/W7EDSK21Ozep1Is7xCh2iFFsFyNOp7+TOmt3blKpFVOVedi/jY/4d3FKrOG1pk1caJXz3PXkgb7Pr/eu4Qtdm7gZsgymxBqe8RdU5p8WlHT80458sVkNcy0ymUDJk5V2mSA4GdzAdjGirpOkc07b68ldUIrvlFiQC59o0Zuvmk6L73QLHPZ0zgA9A2sEAKzas7esOdp6NYrmDMerUYW3R2DfBuelzCUn5XcdILSLEWPsWZpqt2uEmj6asXDiLXw+haytNnFWsbZobJqqdqaKF2aiuTc3haeDWzjq38FR/w6eDG4kPG84MXjv3YxVtH45GdxQ5+90cAt7c1OORHDhbRIrQx/LdkRcwTZxVrG/ir3mSeU9NoqtiKp8Y/392C5GDJCefupJfFyqDdKLA9Vx1o8O0iXrp/Q59lV79iJwXGJjqyhjgJ6JmwsdGndFVXMzWxyBptrqgypwEZ2dxpglB5xoIdQSDOJAMIuXcuu4pFVniUZ9zl/C3txUDLQVCqq0wKXxPieC6/iIfxefaJJg+8VuCW6pKv3moTV8qXtDjRu71rSJF8OxbAPBLB4RV7ArN4EdYhTbxFlsDYawNRjCNnEW28WIAbJ7chfUHNR+Ma3G0Ol+VMxgv5hWc317chcMcN8uRmLf0yFGsSs3gUfEFVXRuRgCdxov91L3Br6p/a43Dq3hi90buNYhZ78/4t/FE8F1BPC0toC0o4+iZExvbgrP+UtG+8FzB+W89Uu5dRwIZrElGEysqOuLFRoDR7R3WlibM45rjSqZXk3vzU05Fkr3+n6qZGeAnoE1AgDugYYSWk2i+dBB3WG1yA3qDmvzsosbp0YJSn28ErXElFs5d4Pz/Nshhla7GDGAip4ELgh4LHYNVTjdib7CM9fp2UIVcx3Y9eQuaBXYtGPY2Hfeo2ueGBA9uQtGokWnvqergFc7CxF0rcVZhYXBtZ5spsQUteqlA9f5QXqp97UO0qNxi2nXCOYY3PzPr/SjDFUrIjQgcFxiY6soY4BeZkCjBRP1XFEFl2aNxvqDHQujQX8OB4JZi6psB6toIdTkD2C/mMbJYDUGzK81beKIv4jducko8KXqZYx6qDvEKA4EszgZrCKAh88c2MRXe9ZVtZkA+dZ+WaG/lFvHEX9R9XR3ijEFkAmAUzAlavaIv4hj/jJOBCt4PljFKbGGj+bW8bGGDXysYQOnNZ9pNF3/G73/0dw6Tok1PB+s4kSwgmP+Mo74i4oGTotYAvAE3DvFmOqZH/EX8VJuHedaZN+4Dtjf7lvFV3vW8ZkDcjb8ZLCKA8GsooqnTYDsgTp1/rtzkzjiL+K1pjhQnwxWsV9MY5M/kLAQqlbUP6p4DASzqpruaqfQdQ5o5rBOeVc9pkx5L8MZoGdgYVyqx/RgzqxA2TTR4itQETjXZ53HZx+nACiZgHNPLd7pGU2Moa7cRJ4WGcf+aO0yPbkLqqrZJy4bmhZpKcNB3WHsFGPqGaoD8/QV10rx6pR+r/ezXDcZETpQp1jfKcYwqDucviVD09ihosRAMGuwBeV1ko6p0eyfUkl3mpeuQPoev+Dvywykh/dl0nPCBOn5r618DKD62p4iGUB0vdaifJZyXGJjqyRjgF6ym5nhrtyEqvaSEJfZN272EffmplTVvF9MO8B8dfQ94UJI1PVjb25K0aSfORBR2alifkCMp8wkmwvH1mAITwTXcTJYVdt+rXcdATx8u28VX+uV4HSxTQLyYf82HhUz2JWbUICXghxR2Yb92zjuL+P5YBUfza0bYHvaAarH/WUlUnPGX8Ahfx4H/Tk8HdwyfNCfwyF/Hs/4C0p0aNwB9l3fdz5YxXF/GYf924rKSYtl+g10Lof923gpt46LbdHxeLtPJi3oeMyFfeQnguvYGgylFsDRK2EHxLiqqBP1nbY97i9jb24KRV1/3muDQHe/mFbV9N7clEO/ILoOScCQWAlRZSRN5Yzd7QzQM7AwLpXSd94WE1oy+s7TakmEi+50lbHC+5UkCJeW1g7gqcRehxg1xLLM/uDClUO93/hkcANPBNdVn3HavmD6Ta3BkHpWnvOXcMifTyF+uducQHX4fIQ6JbAl+3dbsNprw2qvHWuq92Nt9UGsrT6IdTXdhtPrNdX7sdprx2qvDb2qFqyqalZChxEjpBYrA8zHxWeH/Hk85y+pNYCKe2kYIGGRgfQJTgTXlRAh6RKk3Q5V+XXxOEo0R61o6enuzp70VBT1wkyb9OKKUUy3NTT0RGMp/ejAcYmNraKMAXpJXh0TdtNBjrnQiSjt9bU9MUoy0f/cCyP54Kc+8xF/UYG4F7s38JkDUjDtnL+EPbkLCSAuf5DsyV3AUf8OXmuSwmWv9a4bFWMAD2ebN3EiWFH7q4NZ6mk+4y+ofu/HGpJBMQVjvdLe7J9SNC6/9pBa7NRU79cWO5HT67RI8msPKTpYs3/KqIzTIjQpWfBYw4bqiydl4e7cpPEbqdd7IljB2WZZQdcZBa/1ruPTnZt4rWkTR/07Bc6pOxiLun7syV3Ac/4S3twrEwIvdm+o5MuIv6j60520d+uc2i0TpNpuU95poUTJpbjg3G5fQO42Z4CegYVxqSbF9Zef2u7XHnJQ2ws82xMU2yNwnjRJI75fJJblqtKl7jkPq4EN9ccMcB5vn0qfENRFu6ilqpTYMejPKbBmJJp3raZFRCWma0YHQk3+gBE/iBFHWh9n/AUc9m8rpoDuI/4iDvu38Yy/oLRkiKGkx7smf8BIHKnJIUWJIe60R5NpKBFMSZlBf66kmKe3aOntFakLDFbblg7SG+qPIYCXmjZvC8cRu8UUR0wD0tsNkF6asrtJddf70UunutcgcFxiY6soY4BeSqBy0IT7xOUoAxyjtMeBk76YcQMumbVuE2dx0J/DmcYNA5jPtWzhmL+MB8S4+s7kBZEZFDvFGA77t/FakwT7BMrf6lvFF7ul2vhjDVLxHcBTYJVolSeDG3jOX8KLGhh/rGEDL4o1HPOXcdCfw34xjQfEuFI6ptFGXlVLWE0Q4SLJ5SIUNmnM6/S+fNup2tOoFmFUWWsJBvGAGMd+MY2D/hyO+cvO33LOX1KV6A4xqgA7gIfD/m18rEEeqxe7N5RS/Wu96/hUp2w1GPZvY6cYS7n4rVXn54AYxzGNJUFAfaZxAwf9OWwTZxPogHKR4KqmxxdQtcY10S5GjGuZ+9JLdQboGVgYlwoda7Nv0xZXKn4xayq2u8apkfBT4Yq3uzqn09rT0dFlpRDAM5Ta28TZ1MJYOiWYnt9ELU5uqXLHD1HXj125CYPufFTMYJs4m7KKulNerfZbT96Iun5sE2dVYpkSDJPBKl4KE7ePN27iE02bONss/Ykm6ddCf7xxM9Z2Rf54Y/Q++py+nccbN3G6YQMv5dZxMlhVAJcSw23irAJ05sjP3VJtj9gTbeIsHhUzRltDV24iZauU2aKlt1oQ86twktjUYyH9H2KWAHipmSW03rITacWxXGqdgpIE0osZxVgo6VhTvb8IPQ1yjktsbJVkDNCLDU4aoNH7zeOKtyYN8Ii4gqeDW2phlK9qXlXVjA31x/CIuIIXxRou7dvC58P+5CfbJKW6T1zGhvpjBYBf1PNM4mREj3+ha9MAlVv7JQAc8RdVFro1GEIAD/vFNJ7xF3AiWMFHc+sKxOrzxLtyE9gSDKoRI3pVwADMVc1yLmfYJ0qAmajlvbkp7BfTeCK4jqeDW4rKrvuQP4+ng1t4IriO/WIae3NTimpPCQHq16r2aFRTfF9oUR/UHcaWYFBR7mh+OwH2R3PrOBGs4Bl/AfvFNAJ4KmHRJy7jiL+IM42yJ19PdrzQZdLUFX28wPmi898nLuNksIpPtkmdgee7ZH/6RbGGR8QVdf4LVdMHglk8HdxSc9OTrlMSLKSqj55w2h2L7kpwBugZWMq4lDxSrXg6aFwg06aqpl9gmzPA28TZPJXzPL8trMg1+QMI4Kle23giOE/ST6t6kko7VSrTA6moJea4uBoDZOn7kLfbzVYHmjxCYylH/EWcDJ/rOgi/1iQB9yWN7UX6JQPBLB4VM0qMtCs34Zwyok8V6cpNKLHTo2JGaYOM+IuKxXUpjKPXmkzw/ljDBk4Gq6rPuzs3aUwQ2R2z4k39ATthc1xctVr8CgNsUddvMDsMlfe890p1LNFM2gwAnqbhUri33VVJbxNni5+3rs2Y11tjihOWTdm2k/p64LjExgYA8IMA8K8B4D8DwO8DwD8EgKPWe+oB4EcA4A8B4P8FgJ8BgA7rPfcBwM8CwJ+F23kbAKqt94wDwC8BwJ8DwL8HgIUi95UBepEBiSrQpIJN/eb6A5werCSeQ0JwJ4LrBp3QfEhHGeU2cRZH/EVFdSYBuEdz63giuI7N/qkCVDITmB8VM3hRrOHyvi18+b4NfLsvApALrVEPdacYU8DziLiCZ/wFBPAUHfxSbh3H/WUlaNfsn1KUT9VjF7q+aG7yB9QxO+Mv4GSwio83yn52EmN749AafvTICn68fxk/ffxJ/PETt/HzD8zjTwzM40+d/AH86ZNz+NMn5/CnTv4A/sTAPH7+gXn88RO38dPHn8SP9y/jR4+s4BuaeN1i2xY+3riJk8GqAtadYkybb568z37tIaUSOxDM4ri/rBZU0w0bCODhGX9Biau1BkNKJGkyWMWF1igB8nbfKr58n6y0XxRreFTMpAPqIchu9k/hieA6PppbV0Jy1Now4i9imzjrqBKE2XyNRkjifCQgF9Qdtijv0WQA6kunY5YODLBL39ULoUqJTSniklllqqvpdlaZSqGVusSeihONksCaqrXFi09FVW9qQQHwjMp54aRZrRGDiEZ8VMxguxhJRUPXwROBsHP+Ep7xF7BPXNaqnPdKr8JkUNTX9ihAfjK4gWPhc/vxxggEzzTKlqZxfxmH/HkVw9vFiKp01tf2YG31QUcPuZXkhTrTHewtvYe9tvqgSiI1+6dU+9RxcRWH/Hkc95dxSqzhTOOGSh483riJl3LrOOYvq1F1LcGgJVJ4r2jx0Zql2T+FfeIynvEX8Jy/lFBNz3+t1tf2YLsYMa5VPVYVvN7DeEeVdADPmuFeOFngEnMkVkM6oG9uJ7+4ZPp2Gxc7KOptTwP4d3VcYmPbMfsqyMXICQA4BXIh8zsAILT3fAIA/iMAfBAAHgKAfwkA/1z7uwcA/wYAvg4ApwHgwwDwXQB4Q3vPIQD4UwD4CAAcB4ANAPhLALhQxL4yQE8ThLT+PVrs6HOkbdowLWoI4OmU9iRqMtEH+8RlPB+s4lqHBGPPHpRV2HP+EnaI0QJZ6QiYN9bfj/1iGi+KNVzviCq7bxxaw2cOyMA/7N/GntwFbBNnVVAb9OdwIlhR1WMAD0f9O6pXkQKVCW4jtWNSBh7055TA2nMHJVj91LE7+NMn5/Cdh2bxa2ev4TcfnsGfH/k+/ObDM/iN4cfxa2ev4VeGruM7D83ilx+8gV968CZ+4dQtBc7Jv3DqFn7pwZv45Qdv4DsPzeJXhq7j185ew28MP25s82tnr+E7D83iT5+cw08du4Nv9a3icwcjoTvqnWv2TxlqqwugXMgAACAASURBVDZgJ2Gmo2IGR/07COApFsFEsIKD/pxaPLeJs9iTu4DD/m18vFGCaRpJ91rvOq53SKDeL6ZDFkUhoC6rVx1iFM/5SzjXIue4v9AlR96dD9kUpD+Qr1WCKO+UYDEXT1E7Bukq0HVOiyRWeE/ju3ohVCmxqUBcioBZ0uK12JFqSTONo4ReMSPHZAWeEnedYkw9Y4oF5wfEuKoGpm070eOVLsRFDJpUYCUEXi3BoOo3pjFbuqbFvWHWyO+k40yg7py/ZADya02bKqk86M/hEXEFO8WYpq7dHrGrdkS8zSVGR6yydpUY6hRjeERcwUF/TiWHr1mA/Zy/pJItVJnVj81Onw9dY4fG7JEuQVTAKNBGEV73xDjUBQzN+JNnP7T2QwDJOjGFFNOBdFrL0P3bGgxZ01rSPQeoQKEzcdL3o5sJqCSqu6nqnrS9XR2X2Njume0DeWOMhf9vAoC/AICr2nuOhe95OPz/hwHgr8CsXKwAwJ8AQG34/7cA4Nes7/pJkIuwtMYAPa/HVUdpBncctJhVyD5x2QBD7qqp3H5dTbdS8p5viejMT7Zt4SP+XezJXUC/9lAqYN4aDOHJ4IYCh28eWsO3+1bxpe4NRY+nwE69eKeDWzgRrKjRZefDqjNloVVA0YArUbi6chM45M/j442yn/2tvlX87Inb+OUHb+A3hh/Hnx/5PvzG8OP4laHr+MXTN/GzJ27jj/Qv41t9q/hKzzo+3yXF6dY7tnClfQuX923h0r4tfLJN+mKC09+X9snPrLRv4XqHnGf+fNcmvtKzjm/1reKP9C/jZ0/cxi+evolfGbpu7NOXH7yBnz1xG9/qW8WnOmXFfcifV2rmitJKvztcwAPIatYZfwHPB6vquE0EK3g6uKV6CWnhSDT1l7ole+FNLUlyMriBrcFQKqDu1x7CntwFfMS/i0+2RW0P82EC54AYD0XkzGq6zqbQk0bUmmGzP/RkFM2iL07l+f3sFbUQ2q2xqSBAT0NtL7fvvGjFdm0Mmg7OqeKZFpwTzZZGSHXnJhHAS9HjbY7iJM2T/DHI9lpFXe7JXVCK3UP+vEOIdKfuKVNwjyj/Z/wFvCjWFCCfaZSxi4AhJZR1ELO7+rldv7NaVeMp+UQJYkqUnA9WcaZxQwH2i2JNsd1IUyCdsFm2bgue2tcOtUIUoqvbsYo0VJJHjlrXb9iyBeCp8a5duQnVXlIMSG8JBmMgPZ0iu1vZvZx+9PKo7hUVl9jYdsyOgLwxHgj//8Hw/83W+34HAP5a+O8fAoBvW38/FH7uwfD//xQAPmq95zbIhVJaY4Ce58Eog0W7odROgT8uBicM4RSdTuymJEYUxKNiBh/NyerqCyFgnWncwIFgNqSztyUuiAhQNdbfj0fFDM40buDTnZtqfvfL923gfCgoR+Jf1D8/4i8qSt2juXUc9e/gEXEl6qevapbfES4WqJ/+ZHBDUa4/cngVP//APH7t7DUFfN95aBY/98ACfuwDd/G13nV89qAE4Ev7IoBNwHqtQ9Lcn+6UbIHnu2R1+MXuDXypewNfvs/tL3Vv4IvdG/hCl/zMswflcdvaL7dJQF//vvUOWX1+rXcdP/aBu/i5BxbwnYdmFWj/2tlr+PkH5vEjh1dVSwEBaEVNDRWV6Xi0BIN4RFzBUf+O6s+fEms44i+qPm4SExzzl3G+RbYZ0Dx5OtdHxQw21t+ft0pAi5dm/xQOBLPqXL/QJY/vo7l1PCpmEiiBEQVQb7vQBZ6MFg2NHk/tHAZjhCvpCV5RC6HdGpvyxKX4grV0aru+rbj6MulppFJaT7OoL0I0i8A5tVABeKnAuU43tpWxC4Ijra2mX0yrXvMTwXXtGbGTybn4KNNBfw7PB3LU5RNNUnDtEf8ungxuqEqpnlDePpBaneDb8T21RoKYmBUngxv4iH8XpxskJR7Aw/PBKg76c/dwZGZUdGgTZ5Wmy4i/iP1iOkV7nod6kkjvS0/fVlEb3iueatnSQXpaUcRyk216UkkXjXNPg0jH8EmiuhdOSFZUXGJj2xGrAoB3AOBb2ms3QPbl2favQFYeAAB+FAB+zvp7APIG+3D4/98E2VOo21T4Hj9hf+pA3qDkB4EBemKQqfbaVCVCB+cmvS+aLdshRhXwOS6uJlDaoyxxSzCIp4NbeHNvRFte3ier3F25CU3h3fXAjQB+b25K0eLf0ID5YpsUKCMaO9G0z/lL+JhWLR/055QaPGWHqVIO4GGHGMUhfx5nmzfxpe4N/OyJ2/iVoeuKmv6lB2/ip47dwTcOreGzByX1mircy/vMyvbL923gqz3r+HrvGr55aE31adPIsiQv5j1vhVXq13vX8NWedXz5vg2jUr+sVejXQtD+xqE1/NSxO/ilB28qqvxXhq7jZ0/cxpe6ZbViyJ/HDjGKAJ5RWScV2QNiXC0gpxskBZ6oiB1iVNHfx/1lXGyLgPobh9YUXb03N1Wg505W2epre7ArN4GTwSou74vaIW7u3cLTwS1sCQYTGBsR5V2/VlXSybquibaoay5IkM6z0t1eMQuh3RSbiohLxVLb0z3n7b7z9FTUqAJPle9OMWb1rha6V8zKtw7OKTlIvz3f52urDxr0YLqvUwlthQlmnaJMLKpCicPs3RRYPRFcx4lgRVWNqfWKNF1M6nGpgDyin0f95FEfuT0Hva6mG+trewzXx4PSHPRY/7qi0pcK6CPAThR/0hgB8IxjNBGs4IngehFzyrNzvXBAbDO9RSJKCBcWOKR1ld6mIddV+UE6gKeuIRukpxoHFx5jXUuCdGxI6DHVs8FqndH70dPH0WKp7vbnKyYusbHtmH0CAL4DAF3aa/cSoL8S/t1yBuhGcLFUsGOq1g5wfkCMG/3mkrZsB4FoIXVAjOO4v4xPtkXCXzf2ShDYGgzlWRBFlZJ2MYJj4TZe7ZE95q/0rCtqPFXMScDsEf+uAubj/jIeFTNKbTUCnFEf2OngFgJ4+FrvOn7ugQVVJX/noVn8zP2L+FbfKj57cBNX2s0qNY0Ge7VnHd/QQLgOpF0g+sXuDUXbfuaABNRPd0rqvO70+jMHNlU7wIthtd0F/u3vfeOQ/E4aWadX91faJWB/q28VP3P/Ir7z0Kyqrn/ugQV8rVfOhj8d3DL6OSmhQWrHR8UMjvvLCqg/4t9VQnxUUSeq+ivhuXs1PHdj/jK2i5G8mX5aALUGQzjkz+ONvZtKUPDJMDFzQIw7FjIRGGgNhoy+dDWyz3F961ML4lMI7v09u3u8YhZCuyk2vQKp4lJ6ansqMbcCfefFUFntWeftYkSbUV6435uqxNRzTpoWEbjO8zvCmEI6E/p887RAiDRTiJY86M8pcF9YGCsLl8BTF6U74y/gpdy6UjifDFbxdHALO8UYAnhFJGLc3xXpjLQp0EPibd25SewX0zgQzOKQP4+j/h0c85dxIljB88EqXhRrOCXW8FJuHS/l1nFKrOFFsYbng1WcCFZwzF/GUf8ODvnzOBDMYr+Yxu7cpBKjo2SSUmYvObkQATcADzvFGJ4Obikh1ifCPvwz/oIh2rYz9PcomdwhRtVIuyF/XmmgFJM4IvE4U88n//2pTzEgdfcDYjwluyASfGyoP2bc22ZPe7rWl3L70UmzoDSqe8XEJTa2HbG/BwC/C5L+p9u9pBFyBb1AQAHwFDgnWjuBc70SoY8ZIboZ9fW6acDyYR/UHcYj4gpeyq3j5n45Q3u9YwunwtFZUfXUXTX3qlqwyR/AgWAWrzVJYEpV2M39svpOI0ooqFF/+WMNGzjmL6sRXbooGo326hfT+FiDpI5/5v5FBPDwmw/P4D8a/H781LE7+GqPpOJTBZpo4y/ft4Gv95qg+G0NhL/Ss67o+5v7oyr2QusWzrVIv7lXOv1/rmUL5xNcf4/9uYXWqHq/GdLnXwj70gm86/v4Vt8qvt67hi/ft6Ho+Prve7VnHT917A7+o8Hvx28+PIMAHn7m/kV8oUuOxekX09HIO000j0bljfnLKjEyEawYFfUj4gpOBqu4uT9iP7zYLcfvDASz2OQPaAuq+PVKLIoj4gpOhYKAL3Zv4OZ+KYRH15SbxSErdqSXQDRRc2ySqbBLIL07N6lAun7vsFfEQmi3xaYUcakIwaQiqe32zOL4OKTk7SQptqdbwEdsKlHXj51izJhzXlgQLmLEtAZDMQBTiJKuVzl1SvtxcTVKMG97K0tEJ9afl1QJfqxhQ4mZlpYUtMF4u6It6+PXiPU02yw1PSh+6E7aKNQ2tdBquq6PsrQv/vkn22Tsmm3eVOw1fZxaJETWXjJot4sLw/5tfKwhqqrr8X9nRD+jWNMaDOFxcdWgvBdmZ5iUeT0BFVXSCySgNOE4mpPeKcYidksBTQY9AVeasrs5vjH+rMmG6p5fGLMi4hIb27bbHpALoN8DgA84/k5CPI9rrx0FtxBPu/aeZZALnLrw/2+BVNPV7fPAInGlB5Iw8JMSOc04NwNBraGU3pubUhVIfSas3f/rVbVgs38Kh/3bOKcJwS20buGQP29Rkl37JlDU9eNRMYPTDRJIvh1Wg0kZnIB5pxjDgWAWJ0MxmSmxhkP+PHaKsah/Klyw6FTpF7o28cdP3MavD1/Fbz48g188fRMBPHzmwKZanKx1yH1/pWc9BnTfDCvTL3TJqvfyvgiAE4Am8LzSLre1ud/09Q75ukswziUMt9YhP2Nvh7ahJwH0fVjeJ6vxL3Rtqkq//Vte6VnH5zTK/tI+yQ4A8PCLp2/iNx+ewa8PX8UfP3EbX+jaNFoTaIFFi4NOMYZD/rzq+Z8MVnEgmFUVdZp5vx62KbwdshOmG2R/uqjrT1wI6C0TQ/48LrRGAnJzLVs47N/GZv+UA+hHvX5duQnFACFaa3Q91hpAgGalkwI+gMd0d+W7eiFUKbHJEZdMMbfyqO0RRVivaukCToUXzKZiexIFthRw3hoMpaCluynA1KebH8hGVfd2MYIDwaxR2Yxi2DYDN63d5mRwAy+KNVUtH/eXi+hZNrerJ1/0CRykuXJjr5zkoQPnuZYtpZD+iH8Xh/3bKtnRk7ugEi9U/WzyB7DJH8DG+vuxsf5+9X9iYRCQ68ldUKBy2L+Nj/h3ldL8nJUIWGzbwht7N5WGiT05JR2Is6/PSFNg3F9WVfWLYg1PBjfyTJbJ/nxTrNGZGgPBLLaLkYLVcP236PoK6Vo4onulNRgqCaQntbCkU3aPrkmXEKVJdU/37MqbpHRW0Xd1XGJj2zH7OAD8MQB8LwDs11yn9n0CZFXiEZCjbP5F6GQ0yubnQI7DuQBy3qxrlM0Pg1TaXQMes1Zy8KAsL4Bn0NqTwLldeVRicEagiLbbLkbwnL+k+oWf7pQLkRPB9bxVc/p8mziL4/4yrrRv4eu9stL6QlckJtcuRrBdjOBxcVVVzC/l1nHYv62ojgo07mnEhvpjeFxcxdlmKSj3pQdvKvr6J4/dwRe75exuAA/XQ1D+aqiMbgPy57tkVZwWOjf3bqkqBKmrE/gm0K5XEWi2LmXG+8Rl7M5NqgVvhxg1nAJkd24S+8RlVTmiGax6NYTAuL4PBNznNdD+ZJv8+/MhYNeTD2/1Sfr5c2F1HcDD5X2yUv3JY3cUDf5LD97ENw+t4WzzJh4XV2VVXTvmRNUb9m/jpdy6qqgfF1fV+SPxtxe6NvEjh2Vlf6VdUtbbxFmtquVYAIXV9BPBdXy8cVMxB5b3SZX3djHiqIpFNPZOMeZggrhBuk53B/BYOE75rl4IVUpssuJSGiXj4qntdTXdsb7Q1HPKNSFFXRROF9gstOgnEaoOMYp94rJqSUrTM+4C5725KeueTZ4IUV/bozQzzvlLeDK4kZISn0Gs1Vq0aBwnVXhH/EWVJEhf4TVF+qh1Z9S/g9MNUiRVB8HXQoA64i8qNlBLMKi1SbTL+efU9hXOOY/GsOk95LZH79Hno1ftaQznober65dmth8XV3HEX8SLYg2vNZnJg/mWLZxu2MBR/45qnUsnUmYeG7rWunOTOOIvKoYCjRst1FKV3bmPKOsngxuqneKAGC/QTlFtrL16c1MJIL1wTzu1mPWJy0rDIJmlFn9m2Pe7KRhc+Jlhz0dvqD+W8pkRbUcfbZtugsWujktsbDtmmOAL2nvqAeBHAOCPQC5kvghyoaRbDwD8YwD4M5BzZv8mAFRb7xkHgF8G2Tf429Z3pDEG6NaDH8BT4NzMLkfgnLK4eu9uPLhE1Kzu3CROhiJuRGm/KNawJ3ch/JwrKEaU+H4xjdMNG4rO/lrvOi7ti0ZrEXWLFiSPNciFTlduQiUNdBr7ieA6Lu3bwo/3L+NXz0ixty+cuoVvhjR56sWmarEOyt84tIYvdUv1cFpA3Ny75QTCi21bKltvU/ka6o9hfW1PKKjjENPRFkaJvieaw66L+dRU78f62h5sqD8WozJSlWaxLarg64kDSi4s75PU+Je6N4zq+lt9UkH4mQNR7/3m/i1889AafuHULfzmwzP41TPX8eP9y7i0bwtPBNcN+juB4a7cBI74i4r6PurfUdRWGrm3tC+aX/9it3xfv5h2UNY945qrr+3BntwFVZF/sXsD1zpk+0N3btI9ik1btOtj2MwpAhFIp6r/cXEVAbwUwOD94rt6IYQJvqC9ZzfEJisumcJwetWIqufFUNvzKyunEW0yK2o67TUdsDS1HfSKnnviRzwuuCrnJusl+bM0Qk0X7pIMrqTkX5Zxth1bgkEcCGYVMJ/W4lUx89UJeJJA6+ngFl4Ua3hzb8SymmvZUmKdNFWFen8l40Kfgb6Tzy1dkE6oimhD/TE1ZYPEXOdaIjbZzb1y7XA6uKWEPdML+NUarLkRf1Elsi/l1h3XwfYcD/s6IEFCGsWWL0GksxddlfQ0dHdKRhNjJa4tlHz9UqJDb2dJx5ih+893jl5LPzEi2hfSz7Cfh27BuF0dl9jY2Bz2vgfoev8bzZulnnN79BQFhiPiCp4ObinRryRw7tcewiPiCj6aW1d06qV9UgSsQ4zmWRDVqpnmI/4iLu2TVfO3+1bxmQObapwWBYkhf15VZMf85UgJnEBhVTM21t+Pp4NbuLRvCz957A5+Y/hx/PrwVfzsidv48n0biuq3tX/LAKUAngLlT3VGVXKqOhMgX2mXr9G4Npq1HlsM2cA7BK06uK6r6Ua/9hAGdYdVdpiohJQpDuoOo197COtquh0gP/4d9iKIZpTTeLS5FvkbCLDbv/Opzui4AHhGsmJrf0RVfPk+qXL/9eGr+I3hx/GTx+7g0j6prN5Yf79xTkiBfywUk7uUW8chf14t9mn83jMHZDvD671ruLRvC0f8RTU73bUgoAVQhxjFMV8mCqjt4NGwL92vPZQI0klU8HRwC4+IK066e11Nt+pJB/DUnOWdVXvejc4LoQxMi0sZzzxPWCDrs4mL6Tt3i8LlV5fWk1wEzkm4qnA/blSBtGnt+T8bicH1ics47N9WNGp3+0uWHmmnHBdX8XywqkakDfu3E2Jo8rb06SKng1t4KbeukqpPhhXycX9ZTVLRZ9nv/gSiWSH1aw+piRvj/jJea9pUsWa+ReqMEFgHKDSKz7yO6Fk/7N9Wo9rOB6t4XFwtoH2S3TXR7J9S7QfD/m3sE5cLisfRms1Fdy/EANHXewfEuKH5oBdjko+b7xSNK6YfnRKENtU9fYIwDaPIFozjuMTGVmn2PgfokWoszdsE8JyCcDatnUa8xAOCDH5+7SE8Lq7itaZIXXuxTfab51sQ7YE6rK0+iL25KXw0J2nVBM4WWrfUgoYEU6jP/KJYw4FgNhJd0aq1p4NbuLxvCz99/En8+vBV/PrwVfzksTv43MFNo7f6td51o1L8So9ULCewOt8i36tXyGcaZfW3T1xWM0L1yoQOwvWez04xhv1iGof8efUb5lvconN/68gKfjT0v3VkxSnqNt+ypXq7h/x57BfTqh+UKLAx8B6Cdppd3Ccu46h/B2ca5Yg6Sj4s7YuE6Z5skxT3Vyy6/2u960av/nMHN/GTx+6o4/3p40/icgjUdVYDiTQNBLN4UetPJ6EnWkAttEZJmucOyiRNb25KLioSkjy0iBny53FRmxZwrUlS8CVIj1+7BAAIpLvo7rpwHICn5i2bKsH3+v6+F84LoQxMi0ul9lzankxtT08xjapofu0hbA2GiqyimbPK9dFPSgAtz/fbIxIJnNO9mbcHN2RP9YnLBhgids/2gNYoFvaJyzgRrKgec2J/paPUm/3UR4UU6iRQTnHojL9giFcW17Od/3e4KOz5Xf9Mud8d9dSTeO0Zf0HFKQLrAJ5KuKTr24+e98Taoh71iWAF+8RlR4zI9vrQr0tKGpnXZfI1ra/JCKSbQDv5HqZjqY80LGbGus2eaQ2GLDZDOqp7ac8hbTupNTk4LrGxVZq9jwG6OdLlqJhR1cB45VwuDI6IKzjoz6nqdfxhLhdCTf4Ang5uKbEuHRQlVwqizw7587i8LxILe7pT0sSJHt6bm8Jz/hJON0gBuJPBjUhkLgTDoq4fTwe3cK1jC39iYB6/+fAMvvPQLH70yApu7Y+o2S91b+CboXo49Vo/c2BTgXIAT1WWV9pl7/g5f0lVbfR5oATGCfRSFfgR/66a9f6xD9zFnzr5A/j14av4C2OX8FfOT+BvXBrD37wyir/12H+Dv3llFP/do9+Dvz71vfhrFx/BX73wQfyV8xP47ckP4bcnP4S/cn4Cf/XCB/HXLj6Cvz71vfjvHv0e47O/cWkMf+X8BP7C2CX8+vBV/KmTP4Af+8BdNSP8Ef+uOn/6KCXafwq+lJ0/5y/hbPOmcQwAPAXWnzlg9ua/GVbVqVVga/8WfvTICr7z0Cx+8+EZ/ImBeVzrkECdKgVU1WsJBvFkcAOnxBpOh7RMEo3qzk3iRbGGT3dG4oDL+2TCp8kfSFjMRJUSPVlE4oSng1uOz0Yggs7foD+HR8SVaOFnVdIBJOvkqJhxjPK51/f5TjsvhDKwMC55RagWp6s4JYk0Fd6O2ees96E2+6dSzJl2zzo3wHni91eruEQ6IyeDG0rZPN+9ptOJTwTXcdS/k7LntxyPnjvduUkc85fxiaaox7xTjBVUmNdjNKnMnw9WFd0bwMOLYg1PBNeVYn06enDyuXWNXWusv1+JvnXlJrBPXMZ+MY3HxVU8EVzHgWAWB4JZPBFcx+PiKvaLaewTl7ErN6FE5Rrr73eOVSutmh+1aZCy+YngOl4UktlFtP7zYZK30PWhX5t1Nd3YKcZUj/oTTZs45i9jd25yR64V0kQY9e/gieB6iraL6ProyV1QIJ3Yj/q9k3Qv6iA9/Yz06Pg3+6eMfvR0+gDu0WvFiVSa2yk81cJD4LjExlZR9j4F6JF6dacYw6NiRlGyAbxY5VwH5yeC69r8axOcU8XyjL+A8y0mrbhPXJZBzhFsaBHVKcZwIljBpzq3VK/5QusWnvEXlECaDuBo1jUlFKj/uF9M43xLRGX/2YeewL/zgbsGMH/5vg0FKt/qW8WX79tQleg5rVIO4OFss6QMGpVUqpBrdG1SKr/WJEHgjx1/Er929hr+4gcvKBD+G5fG8NuTH8JvnbuC7zw0i597YAE/emQFXwkTA8thn91Mo6R8nw9WcTKcLTsRrOBksIrng1W8lFvHmcYNvLlXLtieOSCV5T96ZAU/98ACvvPQLH7r3BX89uSHjO/+xQ9ewK+dvYY/dvxJfL5LJk5I4V5vC9BphpSlH/eXcbZZ9uVTZZ2YBesd7mOqA/W/84G7+LMPPaGo7/MtW9gvppUOgV7NoBnqlICh83/GX8CF1qg3/an/n713jY3jOtOEi+xmk6dOsUk2m3dSzZt4EUWKavFiuuU2ZYaSzJsYUiJpXsR7k+wbDGlkeGXYkCBIsOG1YcOwYcGC4CCGvIYNGzZs2HAQB5mN4QS7QXaySYx4JplgkvjP4hvsJrs7O5tvv+f7ceo9VdV3SfQmdPoA9SMxKXZXV5/zvu9zq4piSN1GFfcnLWZylHwUODxo5GMWucWySzxb8YwOo0kvVXvQoc7ENOlWJF1RbFIy0MqnLPfyr69Jzzbou7D0cykvDY3zNozh9EI2EbXdiramODPuAjmjs8ScdV6nDWeA2hnpIjQwI0O4TJvzUrVHan172DIquC+jDOk7PVttuS6Uqj3oYcuSOn2MbcGjncgAkbVq1bvUeUw5w9jUNdjTzgj62SoUxXaHTblVMqHmN8GleuHRTkg3+5M8iGlnRCL0kUohcTpfLZIxKIEl0UX//Xy1OPspUnRZd4k/yYPSvdyjnYBL9Vqj1W6rabc264piQz9bxbQzIu/XlDNsGuCn05YbjAePdgLH2JaUIvSwZZSqPV/R4NVIFajgPpk736nOxcT9JX/eKFGHjGbdvE98B9J8r4jNUqcNx2ekp5Ka3BWTRrxus1Qmluqe6eAxc8O4PCjZcym7smtPrb/CBt1qstPCJ9HKp1DNB8EcDcbmqW/ARazTojlP7HZqFCUDbA3rOp04UikMXWq1oaRUZHPzNOU0jOAerY1IUzA375NIBDVtneocitkh2VDacl1w8z6cKgzj2eZtfNQ7g+/0n8YrbRt4uCpxY/5kQxAXayNSP77sMozT1t1C36YoNhNljpsOBMEqaOencaowjMfrwnjt4Ap+cHQCP39wEF9M+PDzBwfx6X3jeOfwAl7Yv4VHaiKYKxbFGiFAbt6XxjDOZBpnMoVLZQzn5n1yon6MbWGuWBRNL+zfwjuHF/DpfeOW1/iDoxN47eAKHq8TBnvt/HTK96woNoxqIen8HjQNNrbLxWdvZiWYG/WHq6J4Rae+f9Q7g2ebt3GqMAw37zOkCbnFKGaH0KnOyWEMIRkkbZgsDONR3en9sbowppzhtEMgh70GtdoQTnJhBnixVjAlSNOerEkv5wMWTTrpEw1zJRuYowHVfBCtfAotfDJD056v45Vt0Hdh6eeSIyF6bkGHMixi+sKBLgAAIABJREFUqbm+Y9d2HXGL1Z3LmKZ0iJs+xCTHdmLGpI64Eq89z14JRbHJuC76DqZqImggQBFm5JZdwX3i/Np1nwirQeVxdQdzxUKK06XOZ0BZtsn3Ws4H0M9WMVtkGJGaEWFB57dluK9Y0UqX6kUzn8AAW8O4rl0nWRU12eerI4iaBrBnikQe+0kexDG2haNsU8oEetkKetmKpGcfZZs4xrZwkgdxqjCMM0UROfCOVkYlg+nR2ohFnjWuhTDA1tDMJ2KkYrcTL2eTPjnEOKAhw2yRGGzI+iXl529IIrrUeYzrZn7H1Z00xrZ3d9HnX8F9lnQBkV6S/lmnWo3i8RTFZnqvyRMNKJmE/CDI2T29WSOTMYmJ9eiZMXISubqbmYmZDB/T7ZPifWTPpezKrr20/soadCt9l1yoyeBKbGTGAUWGOvGa83hau5v3Sefti7XigB9St6UZXGL6sTCS61LnLRrjc1URiY4TajKsR4f5WQC12pAJNReuvF62hHNVEbx7eB6f3DOF1w6uyAYsVCGo7ObG/FE9fotywUN6nvhccQQ+tiEpkHQAmjWAlLX9nD4I+OmJB/DFhA8/PfEAvts/jRs6Oj1ZGIaXLUkap3RbttD7vhptm4W2qLudEp3Ny5Zkg3ujfR3f7Z+2vIePemfwXPO2zKg3a/qoSCBKno9tYK44Iu8fZa4HyoS8wdyoP647+NMA57WDK/jknim8e3ge56oi8LIl6WJLaHqtNiQHM8PqjsUccJAFJOWdPAq61PkEBnBG4UXmcUOqkDqQceFRtgk370tId0+kSef5LZafpYKOYoMoBeGrj+75S7uyDfouLP1cUhOi57dnDGeYKTFHg0SqitmhDE2ZrJFqhJYRtd1KR0125nAp+TE3Aekcy6nxcKleKIpNNh5SzpSyYRHIebe6iKNsE93qYobN2Z1cYkDtUr3oYcuYcorG1Mc2UMX9af8mvV4374OPbWC+xDibYlli6fcRA1WmxotkVrRPEwJOSSTUfPazVSnTSZQ0QtFr1uGx9aL/LiLV4hNFSE7Xz1blEIMSQwiBp3OY5Fg0yMmcLWDVlg+ygDyT5kvE55I6stP4XPLslajifvjYBs7oMoUetgyX6v1K0HTzkMb87KZD0s3fFRpkKYot7XfF7KdiHp6RBC6dKzzJZojqbmbVZD74S7U3pWP2pDaMo71SUVQo2XMpu7JrT62/ogbdaM5pim5uzs2HDTUb9doIutVFqWsyaIHGBk0oxbC6IyOttsuFUzsh3Mn05i7Vi6NsUzZZV+qFmzhNjc1RKKO6c7tZt5xnr0Qrn0KgLIrXDq7gewPfxK2Dy3isLox1PUbM3JhfrQ/iQo2hLyca+2ZZFCM8iEY+ZtC89eZWUQR92c8CeLhK/J0fP3ACX0z48LOTx/Bx3xk817yNZZcwsKvmgzpljwrfVAWFYbxjdlvPzS2WBY7dVo48e6XlstvKjYIpt9hA2S1xOan+pkMejGp+E6r5IPrZKpZdYujwcd8Z/OzkMXwx4cOPHziB1w6u4OEq8ZmSDIL+HiFjjXwMIzxouaekU79QE5HZ9dSoB/VG/bG6MG4dXMb3Br6J1w6uIFAWRSufko0t+Qm08inp1E+RRISOLbmi0uDvXJXwCHCp3qS6dELo/SyA7XIj+m9Y3ZFohfn3iH5I+tdudRH12kjcUMuchkBNukv1/pU16dkGfReWU1EU5OQUJdRWZk4HNtBTQqlK1R6ZeZ2Za7vD4ksRpzdNqzvnUipijlNLh9CZUUFCA43mPHWjYm5wrHreVEZyd36mmvcnanYTxznGvFZ9X6nVhnCMbUkT0snCMDrVudtwEo83kRvW0WNCrM9VCZPWcT33m0zB4qUSX3XcmjVejajJZBroZUsY10JYcxtN+/lqQbenAW3mJnDi+SUmYKc6h8nCsDQ9Pca2DHafpa6Jv7cUF0tDBXM9svt7u0M22+SbkMmAySyNMH9n0rFNYiWPZoaLMYBLn68e60uRKdXd7OruUr3StyA/r+62qO4k20jk1ZGTUwQley5lV3btqfVX06CbCx6PdgLt/DQ82ok4d2pFsYHnt6BOG7Yg5/GaPaM597MAIpWi0QmUReFjGyhVe/TNORGK6UYF9+G4uoMLNRFLznUzn0Cp2oNmPoEhdRtTzjCOsS3UacOWps1ZcACDLIBnmnbwcd8ZifpSXuqjtRFc09Hbazpivu4W+m6iZq+5xaFv1gbSRq/mN0m33FfaNvBD/6hsyt89PI9LHtEstvIpi3N8cpMjR9wh4lK9qNWGZEb5cXVHav+CFYIO/khNBI/VCQr943VCAvBIjdD3EbV82imKQspar9WG4FK9CYr5ZMWXUcg7Cw6glU9hsjCMS54Q3j08L5v1H/pH8UrbBhRFuOWq+U2GQZ5Juzes7khJgfmeP1IT/5lQXi+xET7uO4NnmnYwyAIils00jKnThnGMbWHKGcaQum15ViYLDXnEhRpxPwR7I1FRbkdujhOlag98bAOBMvHsRirFECK+SbdqBAlJr9OGwfNb5HOd2Xfsz78XfLVXtkHfheVUFEXSkmMRIas7cbLPwepynKj4vV1quznvXFLbU9FnFSOakzSuhilc6oaBhl0k1VEUW4z3SeIzLhZ97FBnvqIYNWPQN8DWcEZ3Z+9lK+LsS+kMb5yBR9mmRHennRF0qDMZ0eHp/Zop3aNaCIGyqNSBb5cbDXkV9yfwG/hLGhha3dp5fguquF827NvlxvsKlAn5mZnyn35vNWjrHeoMpp0GS+Eo20xxVlg/71K1B71sBdNO4d8ywNZSABF3cxmePh3qTMYsELN3iqLYpJQuFoRJ9SyRaZyRCJDZ95znt1jy0e+U6p5oiJh+GOmwDCNj/TrEe8+eS9mVXXtp/dU06Nkre2Wv7PXVX9kGfRdW9lzKXtkre2WvXbuy51J2ZddeW9lCKHtlr+yVvXbtyhZCu7Cy51L2yl7ZK3vt2pU9l7Iru/ba+poXQgY1l9yvybHdMAAxss5JX2zR2Fpo6oIa7FK9FmpwqCKakupFDtqNfAxLLmEG91TjDoL67xEtivTm5JZKtPrcHCeK2SFMOyN4pW0Dn9wzhTe7lvBYXVg6g5PG+cmGIB6pEXo7chUPVkSlI7yZym63uVHF/ThVGMYL+7fwk28cxxcTPnz/3kk82RCULu6J41nsFkpzt7qIuWJB4X7P+xD+7vgQfjd/GF+e7cQ/zR7Bz04ew3f7p/FK2wae2BeWLvH9bBXNfELqOkln6rDXSHOeRFeevRIOe43UW5H+q5lPoJ+tSpf1J/aF8YoeN/ezk8fwT7NH8OXZTvxu/jD+7vgQ3vM+hGsNQcwVR2QueGJKmxH/oyjCxf3JhiC+f+8kvpjw4SffOI4X9m/hVGFYjzxzW6jv5LwerIhK1/w1nfZORnJX64PScf+xujDe7FrCJ/dM4ZW2DUw7I+L50invDnuNdEsmXTrRbwfYGoIVUTylm8ctuaJo5GNJkgSsVFXyUSCphkv1JvwOmD0aFEX4FMRmpJORHjm7u3nfVxjv9JdyZQuhXVhORVHiHIkz1547JDVdzW+ymC9lnHmewKHZzfsMf42UztBGfJNHOyH3t0x052avB6LnqvlN8t9O9F7NGmOr83Uic9K7OUu5NAmddgrDMC9b0nXIyZ3oc3OLUc4HMMgCWHMLuc9xdSdlNKT5npCzt58FsO4W8i1FsWHKGUaHOpNiz07zfnRqcZ69Es6CAzJydYCt4SQXZwK5rz9SE8HjdWFc9oRwtT6Iaw3ielK/6H9frQ/isieEx3UpFrnBzxWLiLUBtiajKJ0FB2Kyqm/vtdPZ26HOYMoZhqLYpJTNzwIZOfabI16PqztYd4vzZ1D3W0lOXRfPA89vgZctYcoZxrQzIk1Vdze9wyFNBCmRIL1Hgfjban5TXEZ6skQd+ltmPXozn5B+BWnjEPXPRM1vkjVd5kkP1rQB855FMXy3I+uJ1aKLhKLsuZRd2bWX1te6QTe72ZIpXK02JI3WzLpZl+pFOz8NRbGhkY+ZdHDWxqSIdeIo25TmWtvlopFxFhxIeCiRU3unOoc1t9E0LZRE0aHOSDf5YXUHU84wfGxDHozUiLXz0zhXFcGHPTP4qHcGzzTtIFAmGr1LHmEO9rRuPkbmZNvlQgN9piiCZj4hBxJ0T5r5BDbLonjr0CJ+MXI/fv7gIL7dIYzSjJ+P1ToajsQe7QTGtRAueUJ4/8gcvpjw4cvFLvxu/jB+euIBvOd9CFfqQ1goEfeHtMjmeCRDF66b5piN4vQINcMszrjIHM5w02Xy9y3/nil+hHTRPraBhRJhqvae9yH89MQDYpCw2IUvJnx4/8gcLnlCGNdCpkiZxJ9rgcODZj6BZVcU3+5Yxc8fHMQvRu7HW4cWsVkm7iMVoHTfmvkEzhSJCD5q1DfLhJkffY6XPEJzGCiL4pmmHXzUO4MPe2ZwriqCdn7aGNzoha+PbWDKKVzeyT29Q53BQokxDFpzR9Gpzpkc3uM/V2fBAfjYhuXZPso2UcQ645t0Xc/YyMegKDa089MxjrkOaXBXqw1J07j0ubZ7/co26LuwnIqiQHU0WYyObsswKYmmM9PM80QZx0KPmlpTmkjLWqsNZaiBLY/LOjeGxMlfp1mn26nOfQWGcA45zCWTsGHdCE5EwCVukHJyOAoL2tCtLsp9boQH5fA5XYSVeb+kDPIlVxS9bAWKYjNFPaZ7/cYzUeDwoJwPoFOdkzFk56oiuFIfwlONwsTzWkMQT+wLS5f3hRKRJ36SBzHIAvCxDfSyFXjZkuXqZSvwsQ0MsgBO8iCmnGEslESlS/sT+8K41hCUf+dKfQjnqiIyRq5TnUM5HxDmg7fRtFMkrKLY0MtWsOSKyix26/mfOgqQhr5kdrrkiqJbXURhQVuKhtsh/VGG9WfDGL7s/jPoUr1yEJWJv4J5mGzOSM8kW72woM3yHU6v9zc8K5wFB6RnBbm6p/eBsHoQ3L5nhvEabLkui8Gm6miCkj2Xsiu79tT6GjfoxiZbr42gnZ9GvTYip+3UyJExWDOfgJctQVFsCSazRrHhZUvY1JHzYIWYVMejjPrBmcOg5jehWxUN21ONO7jsCWG2KIIWPikHByN6ZmoPWxbNkN7AqvlNOMo28VTjDr7TfxpvHVrExdpIHGp+rSEoD3oyJ1spFeg8vTY6xCu4D2eKInij6yx+MXI/fnbyGG4dXMayK4pqPpjw4DIzDI6xLVypD+E7/afxq6l78OXZTvx6uh/f6T+Npxt3sFAShZctyUm11aDNYWma1fwmuFSvdP3uZSsYZAGM6MXNXHFExsCt6ZN9ijGbKxYIzoheNPWyFenK71K9UPObYrKSjcadXJnL+QC8bAkLJVE8rd/jX0/348uznfjV1D34Tv9pXKkP4RjbikGI4+9NNR/EsiuKWweX8bOTx/CLkfvxRtdZnCmKoIL7ZDFJDIwBtoaVUsOsjwrFawnQ9Iu1Ebx1aBHf6T+Npxp3cJRt6nFs4l4WsU70sGWcKhT3gxrhFj6J2aIILntE8blZJgou+t3Yg51em58FENSR9M0y8XnGF2kGcqcoNnjZEpr5hDQMpPtNKI/5O5iuWdnbV7ZB34XlVBQFWv5+aXJ0e+i5UeQSElXEOjNsfIxs5CLWaSmy8/Pq0rgyO6TBpjmySTqvJ22QrOcQZZ0Lt+5kTY4YkpGpJTldJ0phuJuLUP16bQQneRCzenxaaiM4u9wTT+rN3nyJYCilRtuNwWcLn8S0UzSZ56rEXm825kz/2g32XKnag051DuNaCMGKqNwPn2wIynN8yhnGUbaJdn4a1XxQRl3l2SsTpoUkHAjHDpn1ATPlUxezQ6jmg2jnp3GUbWLKGZb77JN6437ZI17juBZCpzonI9YyZR2ZDV6nnGLIcL5aGPi18Mkkg3frs8/zW9CtLmK+RDAITvKgrA1SsSTIdHS2SLAF6rWRNGj17V6GMS8lFJBJbfJnUfxOMTtk+W5Zz6nEzw45wsflo2ewB+Tn1VmGe0WsU/8cUzELrIOkItYpUfTMh4tWFJ1MNrX8/VCy51J2ZdeeWl/TBl00G8zRgCrut6B3Bk3JKKY82gkZp6YotphGzC6bZUIlL9YKBPQY24Kb9+kbfTytnfLJA3pzfqU+hClnGI18TCIlIzwoD2MqXnJyOFyqF5OFYdxoX5cRXBTf9WhtREanPbEvLKf8RGcf1UKG67u+WRezQziu7uDFlgB+8o3j+PmDg7h1cBlLrijqtOEEdEi7PMi71Hlsl0fxRtdZfD7qx5dnO/H3p+7Fhz0zuOQJYVQLoVYbkrFDBs2ZycOGhhF+FpAOso/URGQ82LPN23i2eVtGkRFV8Il9hns7ubk/sc+gGtJ9oN+nuDpyu512RuBnAfn5yyJdfwbo/hQ4PKjVhjCqswI+7JnB35+6F1+e7cTno3680XUW2+VR6agcXzAJGl6dNowlvVH/+YOD+Mk3juPFlgCOqzsGRV2nbdZpwxjVi8bt8qhEW57YF5b3gZzeI5VGlN6N9nVMFobhUr3yeeH5LbIIHeFBiRQ08jFMOcMSIQroDbea35SQ7m7LdcHN+3CMbSGi56QT28No7O3yGSfKP8WvESVXMlRMrrrEYqnifpETmzDlYK9f2QZ9F5Zs0OPR8wyKUx09v/0C1y4HmWZH5nI+IIdKmVDbzZFqFdwnZUVJmxv9HKrVhiwoX3J6sl2yU5r5hER0kw0R7/Qi9lcrn8KpQpFtng5RzVHyUeDwoEudl3nmo1oorUs47Ym0X52vNhrLem0kbWSb8RmI/O8q7scAW8Oa24gavdYgYkZpyEADe4lOpo0F3Y3LiPk0P6f12ohsbi/oaR8UybnmFsP2Ku7PMA/eiEar10bkoON8dUTWH6mp74bLPjnjz5dE0KXOiwY/yTNpZkycKYrglJ7ykpi1dYfPpAksIMZCM58wsSITP5N59koLO6VWGzKdU8kp/MzRYBm2WWvI5FR3AofM8hie35JmD7Eh1YAxcxTdcHQnFD3boGdXdu299TVs0K2682Y+gVY+hQrus+rOTRrZLnUeXeo8KrhPbujmzT0/r06ikRTxRTFWiaawVKR42RK2y43mfLYoAo92QlKQRzVBpTZPtnNznHDzPqy5o1KD/FJLQDbfRGmn5m1ZR5gJiTVrAgn96GHLuOQJ4TP/GL6Y8OGj3hmsuaPwaCcSNubU0PtZAIpiww/9o/j9Qjd+O+fFD45O4JInhOPqDqr5oGkq7JDFMQ1G+tkqzhSJ+3WlPiSb6Kv1ImJsuzyK2SJBlyQE3KOdQAX3waV6UcQ6ZVSImt8ENb9JxocUsU64VC8quE9GevWyFQyrO5gtEv/2o7Uif5z+7pX6EB6uErT/frZqNIry0HNI9KyaD+K4KujmPzg6gd/OefH7hW780D8KRbEZOfdxB7xo1D3aCay5o/iodwZfTPjwmX8Mlzwh9LBliSqYNXxm5sOyyxjCEOWdmviXWgLSg2DNHYWb90ldOiFP45oYmpCEwqOdwGyRQePcLhfPSeJiyyGZFsfVHRl1R6yP/Ly6uO+HothQwX3yexTn8aB/1yq4D618StLwv5569GyDvgtLNuh3ip4TO+f2KKJG5nmiTOOUyK+pKDdHqqVmixiNFMUXdqgzpkYs8XeDGud6bQQDbA39bNUykN2N5zhHyQfPb0GXOi/15ukaNDo3jrJNSZHuYct6Q5+sQbPuN+eqRIM65Qwb1Ow074maNoptW3cLlPzpRhFfuqxHiVEsZGZSif/bl0FNppjXo2wTyy6BsD+to+vrbnMsWvphDNUizXwCU84wLtQIRkKq+sX8nBUWtKGHLUuJwlG2meTcs/69LnVe6tK71HlRk+zis0kD7n62igG2hnptJMUgwPieVXG//J5VcF+awU881b1OG44Z1iX7LEUdUcwOyX3EpXozyEZPLtExtOi3j6JnG/Tsyq69t752DTod1sXsEBr5mKSsGYidQzauFdyHTnVOZjrn59XJDY426Py8OqmDI13XcXUH5XwgMXKuF0/d6iKilUJD/HhdWGqay/kAetgyJgvDkgZG9Ee7rRwtfBLnqyP4uO8M3vM+hCf2iQn6uSrDTIxocAslomkPVggaWhX3yyLUbnOjXhtBqCKKHxydwBcTPnzYM4Pt8ijqtZEEr90hEYx1dxRvdy/gV1P3QFFs+Mw/hicbgpZsbXNDm59XhzptGIO6ic8lT0ii2RdrI1gpFXnrHeoMyvmAPGiosTRQi7spmOj3HXLQQYV6OR9AhzqDYXUHK6UCFSbU/pJe9AyygHwGrOaBRmb9kw1BfOYXmutfTd2Dt7sXsO6OSkQidtBhy3WhXhvBdnkUH/aIRv0HRycQqojqn7tbHsZV3I+TPCg/T/psL3tC0vzvXJWQNzyxL4z3vA/h474zOF8tGmfzM0R01EldNlHOB6RnwON6Vnq0UtDdk2nSbbkulPMBHFd3pP6T9Izie+KA+btCz0C3uohOdQ4V3GeiNzoko4Uono18TKfwft306NkGfReWNIlz2GtM6GZm2stYeqg0dsvIGK4chQVtcfrR1LncxvNdwX3SWErIqZI/32Zkj0zharWhlIg7nV0e7QT62apszmMHZ3ezj5IfxVG2idmiiNSNJ9ebC/1yC5/EmSKBmlsbwMRIo3mPebgqigs1EYxqIROdOjVNn+jOR9kmAmVRadYWqRTnYSMfs5z7d36+GGeL2d8k4WWivd/dmWa3PFeNfAwnuXhvZE4X0BtmQ9aQ6t9zSNnBqBbCBRPQkKyWMX9OdAYGysSAu4VPpvARELUE6dlniyI4yjaT+vTcyUXACTXp/WzVMNZNgfAzR4NkqrTz02mYKkY9SR42zXxCsmLSUt11sMJMdS8saMssG103qTSbXJJMJ2MvDp2lQWa6SvZcyq7s2lPra9agCy0UTaCpESC9ER2etlwXXKoXrXwKXrYkTeHE4WE+0Nyo1YYwroVkkzLtjOgFRDxdj6bHneocNsuErvmJfaI5r9OG4eZ96GUrmCwMW0x2CPHvVhdxySP03W92LeFCjXBkfaTGQFPJuX3ZFUWoQiCuFtRcL65GeBA329fxi5H78aP7R3DZE4KXLSUo5AzEN1QhEN9/mj2C38558Z1+QfnvUGdMRaPRlNdqQxhStxHSHcOfbd7G43VhrJQKbT7RyIzi+M+pOXZYDr1abQh+FsBKqaBAPtu8jacadxCqiGJI3UatNmRt1vXDvUOdgaLY8J3+0/jtnBe/nfPio94ZhCoSMxKokPCyJVz2hPCj+0fwi5H7cbN9HSM8KIsWM5q+Uio+W/IUIATlqcYdPKI/ExdqInizawnf6T+NS54QutVFiUibTXsmC8PoZStw8z7UacMY14Rs4Gldk96pziVF0u02N6r5IKadxnBqXJczxD7/RG9s5GPwsiW08im4VK9EaAhhdBYckIMzQrSS6wf34pVt0HdhORVFQUGeJwYxSo2e5+Y4kWevlAZLlAph9cJI/Ptm7adL9d5GQW0wtsx6VTfvS0NHNjwczNrYeHPS2O+kQe8dYGuyCbWeXXd6GSi4j21IMzjD8CvxwIDnt6CXrUivEB/b0M+jxKh5jpIP5mhAL1tBQJdsLZREDQPMNJ+TaAxtmHZG5N54sVY09/FNeebv3Uw9d9hrUFjQhlK1B3XasKwVjrJNDKs7Upp2qjCMU4VhKS0aVoVHCO2BddowStUe4zm8Yyq9tVkf1UJy0PxYnUCqFcWW8f1r56exUCLufaBMGO8xR0PyRjWHgee3wMc2pBdML1tJgYzbpbEgmcf52EZK9P12LzqTG/kYBtiaReaRyrehsKDN8p1L5wZP9Q5JxshXIjUDLPHAz6V6Y7wwUuxHOpuHUmrI6DLPXpnB803Ps2AUFeR5oGTPpezKrj21vkYNupUuSNFO5Xwgoe7c3EgYTqDxcWrDqkAbL9ZGMF8SQSufSogkUCPWzk9Lt/Yn9onDm2jt3eqibM5Fk1MuX/MAW8PTjTv45J4pvNF1VurNHzc1Z+errUZwc8UR2RRSgdnMJ3ChJoJP7xvHFxM+vHVoEaNaCEWsM6aIE5PxWm0Iy64o3j08j9/NH8Y/nu7D290LWHMLlJfeGzVYZhMx0n8/WmvozaTT6V1RCK2IRfLr7hAKatjJaOlUYRiP1kak/ttsAkgDHjpU67URrOlMg3883YffzR/Gu4fnseyKolYbikMkcnI4ilgnRrUQ3jq0iC8mfPj0vnFcqBGotMF8EMOSueKIxUDufLUxpCG3/kil8AX45J4pPN24gwG2Jil7dls5arUh2aSTgZRHO4FThULHT+7u7fx0EgROICGtfArzJRFcrBWxQcPqTsL4NXKUNg++EunRy/mAjDxMTzPca1e2Qd+F5VQU5fac25Og5yKeLRP0nMu4rQruk5TUdMZwZmo70WCr+aBp8JS86Ffzm1CnDVvQvFQ6bdp/O9U5aZAVHwV65+cnnXmEnJM5ZrKBAe1pQ+q2jBKjvSTZ+7blumS05yM1QorUz1YTDMhj/5aQ8FBjqSg2XGsQBnS9bMUUcZppU240L86CA5KRcKpQ7K3U/L7YEsArbRu42b6Om+3ruNG+jlfaNnC9bQMvt27ipZYAXmoJ4OXWTVxv28ArbRu4of/sTf1nX2wJyCHCZlkUpwrDEvE1kgHS0Zatr52iMXvZCjbLBKquKDY56EhtBmcMVPvZKrbLBQhAEaHJ0XSHrHEogm5I3U5QW5ieKT1p5Bjbkkh6MlPdO31mCwvapFEipRiQq32i90DMC2Kt1GnDur9K8mEaAT/VfDBOvpJKy0+GcSSZoTQIUZOmMYzT6xMyGLxTFJ206Er2XMqu7NpT62vUoBsxHOZINWPjdVh0SETFlQ28WVdrQjMpcmrNbXLATtLItPBJLLsE1e5qvXAiNzfnpwrDGFK3JQJPyMsgC+CF/Vv43sA38e2OVRkYi3z2AAAgAElEQVTBdSmG3kwmYqEKEVdTwX0SGSpweDDA1vDqgTV8PurHj+4fweN1YbTz0wmbxVK1B9NO4eb+j6f78Ns5L97oOou54khcREp+Xh0a+RimnSIq5tnmbVysFTrBFj5pia3L9GCNRStIM1rF/WjkY+hQZ+BlSxhgazjKNuFnAfhZAEfZJgbYGrxsCR3qDBr5mCymyVDqzlAKIxashU9iyhnGxdoInm3exhP7BELRyMdMMggjemiuWNzH38558Y+n+/BG11lMOyMoVXsSDkXa+Wk8XhfGj+4fweejfrx6YA0DbE0i2bk5TlRwH0Z4EKGKqDQBNMscKIotUiki3r438E28sH8LgywgJ/uEgA+p2zgV06RPOcO4Wi+oksuuKFr4ZNLBEyUREJpPGnbDkdn4WWrASTpi1dM6ZGNijl7b/VioP+eVbdB3YTkVRbkt7Xksem5BLdPsTdRkm+molvziFMZwZDBZzgckumaVbiQ3rSLdeac6Z/JtSKyhVRRbXCNiNKV3P9jKzXGiVO2BnwUwVxzBkLotnNoTNlJG43WSC6r1uE5NT9bc0T7Sw5ZlQ0jmcckbQgNt71Lnse4WZ+tlTwiKYrsN8zjxmmkIQ+kd006hx366cUc24S+3bkp/l3W3cHcfUrelR0q9NiLZFW7eh1K1B6VqD9y8T6KklFjRy1YwpG5jyhmW+e1PNe7g5dZN2bw/3Sh099POiEw/Sd+8md+TYQanKDZc9oTwZEMQ625haJoKFTfT10e1kByY9LDlJHWO8TvVfBDjuoHcSR5MMcixy2drSN3GXLEwbTWerbvdb+1yWBE7uDJ/dyzPlD7sqeaD6FTnpB49lSmjWTpJLBkZiZfKaE6XyfH8FmkYZ45dSy1LcVhQdHNcZKYoulmLrmTPpezKrj21viYNuuGES9R2cmg1U2ztNjdK1R7pOE3O47EHfH5enQU1DFYI2l7iSbE4sAj1pKZnySUQaDfvQ5c6j1O65tzcnBNy/nLrpnTnJjOwK/UhGbcVMmmSA2XitRDiQM32Qomhc36zawmThWH99ZoLPgcKHB70shW83LqJvz91L36/0I2P+84gUBa1mMaQll5RbNguj0oUP1AmDn4j2iRdU2Vo6fLsldIbwMc2MO0UBQG5lr/UEsCN9nW8emAN3+pYlderB9YsV+x/u9G+jpdaAtLVfrtcuLf72IbUOlsPtHSFj0NGGHWp89KF/2ndYE1RbCbttmFyFCiL4uO+M/j9Qjf+/tS9eLl1E71sBQUOj+U+5eQwFLFOTBaG8WbXkvQHWCiJyqaeEA4f20CgzNClhyqMeL0r9SFpHkhu/y+3bsYg6W4Zd3SqUBg9uXkf6rURLJmGScTGSOyrIJAyH9tAsMLKJjEGFkbBSI74lIwgss8N3wKi9lIhSwjG18PVPdug78JyKoqC3JySDKQxhmvy3aDnFKt2u8ZwVLR7tBNyWGgYJCZH45wFB9DCJxPknSduKBTFJk3hDCrv7gy16AwZ1JtzQs6ToaJ2mxt12jCmnCJB5BjbQjE7lBQBz81xoor7MWlCzXvYchrdvKFrp/33iX1hTBaGUasNyZ/JZB8vLGhDC5/EqUJhkvZiSwA39TODPEiG1G2089PSI4XOC6uuPFPGlskPRder0/lHnijt/DSG1G3p2fKS/ppebAnggo5mt/BJk+Qh/XtVFBtqtSFMmhhSgbJoGr24wf4zD08mdTQ9WROdk8NRzA7hGNtCoEwMMkQaTBIpRA6XSPpccQSDepO+O9IMMSw3Sz8k+y/JwCs2H72FT6apacQ+UeDwSBDBo53IwEclsWFcxrFr6VD0DB3dc3NKoGTPpezKrj21vgYNuqEBLOcDktou4zDIpMpUFHnZEuq1kQTRHGJjbuRjOFMUwaN6nNpgUsdug7I3VyyiUa41BLFQIg5FN++Dly1ZaO1ETVLzm3BcFZP77/ZP49lmcVhHK40G7Il9YvK+7DIo7Y18TB4IdpsbPWwZzzVv42cnj+HHD5zAw1UiNs06zRYIf5c6j6v1Qfzs5DH8bv4w3j8yh4WSqGn6Le6Tm/fhuCooeYpiw7mqiIXqnZZWpb82l+pFlzqPyUIRm/Ns87ZssK+3bUhN9bJLIDBH2Sa61Hk08jEZTUJu7s6CA3AWHJDu7RSB1MjH0KXO4yjbxLgWwrLL0Oxfb9uQTfyzzds4Xy0Kjy51XqK26Q84u4Xaf65K3JOLtcIs0M37LPeunA9goSSK94/M4Xfzh/Gzk8dwtT6ILnU+BqEWk/86bRgPV0Xx4wdO4OcPDuK55m30sGX52uy2cjTyMUl5X3ZFse42hhpX64OIVor/79nmbXy3fxqvtG3guLojY9FIykB0dy9bgpv3oYVPYqEkKp9bYk/Ef8aGNnWQBRCpFGjQmSLxPJq/O/SzPL8F9doIvGwprvghBJGy2lv5FMr5wNfE1T3boO/CciqKghylMGPn9jx7pUWrWVjQlgHKlBjhcvO+zIzhEtBe0xX55kEyNQapNbAOqbk2m8JlYqKWydlJ6CalXyQfRIvXkp9Xhy51XkqtetlKCkq7GAh3q4uIVAqZzrAeN5msMaNmsVOdkwko56oENdp4XcmfB/o8yTzuXJXRkD/bvC3jUT3aCYMh8Wfbc4wGjOe3wKOdkPGWzzZvy4ad3j9JIFKjrnY5UKX3T8kdnepcyqEINd3DujFoRDcSjR0wxz4PvWxFSrG61Pmkz4N50EvpLclZGrd7GTGn9D1RFFtKIzsaFNOgLP2g2KgjM5ezGL/HHA2W6Mb0DB39d/XhTqL9LVNH9xylEEr2XMqu7NpT62vQoIvpaRHrtLi2x8Y8MUeDdJnuUGdMunOjsSDd0kkuKOVEw0vVtJSqPTjJBe3OrOktVXskcn5cN4QjzTk15zfa1/HJPVN4pmkH6+4oHq4SzdIzTcL4ZaXUiFCbLYpYXNoLHB4MsoDUM3/YM4O54kicaUtODoOb92GlNIrv9k/jy8Uu/N3xIZyrikgncbpH9F6Ixh6tFGhxbP51sqKgwOGBRzsh799LLQHZjF+pN9zSzZnkokDiFqSCtN5Wh1xu/JzJMdfyO/rP2W1uS/Y6uctfqQ/Jpv0lvfA5qTsUp0a9jGJKzW+CotgQ1YuoJ/YJZoSBBjikg/65qgj+7vgQvlzswnf7p7FSKmLRzFN9MlmaK45IBsRbhxYxyAIG5V13eZ8tisgotpVSQTd/pknk+z5cJZr0Z5qEj8GN9nVLk07Fy3F1RyLpxCYhz4TLnpB8L6mGUUSHpPunKLaY74dD6tE71BmZkhBrNEg0QzJzFK7Xe53qnm3Qd2Hp55Ka5llIjZ6n12kahpex6FbarOMcI8rTnJFsmHQld2CnVAlKtUhFrbXluuDmfVAUm8x8Tk4/vr2LGrKjbBNzxbFNcPy9MjdjS64oOtQZvQFKjPoXs0M4ru5Is1Pj55MbeHm0E1goEcyex+vE3pq+MTec5wkFfn7/Fm62r+NqfRDzJRF0qnNyf0k/9PlzXcbAqIh1olOdw3yJYOXdbF/H8/u3JPsgvSO60aif5OJePqmDBx7tREojQoe9Bh3qjDQjPS6HKonRaPr5pQyGNubhAT1zqQY2t/U86zKKZj4BH9uAotjg5n0pZRckeTB/H41BceLPx2GvQanaYzGEzMQwLs9eGcfSMRvRJv8cmZTg3CmKLvbS7LmUXdm1l9Yeb9DtcfFN9dqIdG03o3Wki6Wc5njduaAdK4pN0niXXckitMTPOwsOwM8CeKQmIunPpPNt5hPS2bVeG5EFH3M0YNjUnL/YIppH0heTCZjZDO5UYRgV3CcbVGfBAcwWRfBR7wx+OX4fXmnbgI9txBRLgorYoc7gxZYAfjV1D34z04NXD6xhSN2Wk3RyZx1ga3hMdzMPVRgRXCkPRL1I9WgnMO2M4LInJM1xqDAitJbMlszNt1k3SrRrQsNHeBDTTkGlpqx3ygifLxGavREelKg7yQnM+ixzE09mLcRqMBc+N9vXcdkTwrQzYkS1pDDYURSbjNILVYhG/bG6MAbYmnQvJiRoSBWsgd/M9OBXU/fgxZYAOtSZGCqgKHJ8TJgM/XL8PnzUO4PZooheiInBQwX34VRh2GIeRyaC5FOw7o7iRT0r/Ub7OobVHUnHz7NXol4bkQ7ElEferS5KGcMjNYItQX839qCnKL5lV1TKPxTFFienoO9dNR9ElzqfwO/BIV3diepujUP8SyygM7myDfouLP1cSu/cTkZfZud2Z8GBjPOGKXfajJ6r+U1pEbHYzPNqPmj6vcxc261Dq3jtLnmhUHIENZm78f0wo5npGyWBhHvZkjSDa+YTOoof/zpyc5yo04YxXyJYaHPFEcHSSkqXFnnbg0xQzq/WB3GmKBmbJ/6ekl/HtQaxnz/TJOI0u9R5i0nl7d8nu+WsstvccNhrUODwQM1vAs9vQWFBGwoL2sDzW6DmN6HA4YHDXgO7zR1Dkb+Tz8swte1S57FSKgawN9vXca0hKH1oUmWZmwerZ4rEmXfJE8IgC6TMp8/NcaKcD2CuWHyG8yURwcxL+BnaYbeVo5lPSPM4L1tKirzHDoZSszZu7/PKzXHK4YaiiAQawysl8XeMwJtMXd1zc4uh5jdJ5ow5Gz0diq7mN8Wh6OmbbEOL7iw4YHF0zzQXXfz37LmUXdm1l9aebtATUWVlrqXJtZ1oTPGRanb579AUWFEEfZncZROZrJBxjZctIaJnnT9cJX6eGs3j6g5G9SbIHH91jG3hetsGvjfwTbzYEsBmmbU5J+R83S30xid5EC7VKxHkCu5DpDKKH/pH8fMHB/HEvjAa+ZheGBqvr7CgDVPOMD44Mosvz3bi0/vGpc6cGmV6z9RkRivFwZqJsUw5H8CwToO/0b6O620beKRGIKp12rBEpGWDrEcYVfNB9LIVTDuFI/iTDUHcaF/H653LeLt7Ae8cXsBbhxbxRtdZvHZwBd/qWJXuueSO+62OVbx2cAVvdJ3FW4cW8c7hBbzdvYDXO5dxo30dTzYI2ve0M4JetiIZFcQ+EEWXQHDrtGGc5EE8UhPBdd2B92KtoN+lzoe1PgeEqIcqDKTIbPgWKIvi0/vG8eXZTnxwZBZTzrB4Dk33OTe3GI18DE/sC+PnDw7ih/5RRCqjpuEMh0v14qRuHrfuNpB0c5O+WSaa9O8NfBPX2zZwjG1Z4vya+QRGtRCOqztysNHPVvFwlXiWIymeA3rP5P5LMgjzezYXP+boNaLzxrq6u3lfEmnKn3+Puf0r26DvwtLPpbwU99ku95X8vLo7yD13SG0omVNmjp5bY5fSa1HjG4FWPpWyEaABX502LNHA3dKdU0Pcy1YwWyQQUjpjku1xvWwF626RgV2nDSfZF8VQuJGPYbtcoK/D6o4Y9qWI4iKd+dMmzXRqCr/4/5v5BJZdAi2/0b6Oc1WmKK/bcnS3W84oYl4dZZuYcgpX90dqRHP7/H5xftM59G39onPqetsGnt+/hav14kzZ1PXZR9mmhTlmxGzdhompbobmYxs4VyXO3ef3b2HZFUUzn7Dcm0S/b7eVJ7nXySP0nAUHMKyzILbLo7rELtHPi7qgThvGmSIxKE4V3UZn2XFdWtHLVlIODDK/DD26ogjWSZ02nILabwzOWvlUBoOzxN4T6WMVE6PoRlxbehQ9US56fl5dhs9SHpTsuZRd2bWn1h5u0OMRuHgaLZO0azKsio9UM/LOZ4tEsxE16c4ToYikkQtWiIbmYq0oDMghm2jE5ubcYa/BAFvDTR05J805acQIvVxyiXi17fIoBtiapDPm5hajU53D8/u38PmoH3/rO4U1dxQ8v8WysdttbnSqc3iueRu/nu7Hr6f7caU+hBY+KYtBW64LrXwKQb0xP18dQQ9bTsgUMA5UgbT3s1VcrI1Ix9tIpRGTIxtgnVJdzgcwwNawprvvvnZwBe8cFo30y62buOwJIarrqmeLhKZ5tki41a+7hflZtFLco/PV4jpXJRr7oN6gLpRYf3fZJX7nsieEl1s38XrnMt45vIDXDq7gyYYg1tzivlJeKiEcZCbUz4SLPjntXqyNoJ+tpsz1JWS5hy1LrX2wIopWPmW55y18ElfqQ/Jzea55G53qnF7wGP8Wz2/BmjuKv/Wdwuejfjy/fwud6py8v2p+EwbYGrbLxbOypOvuyciPkPRnm7fxyT1TuNm+jgG2ZnkWm/mElF9Q0oCPbeCiHjMXrDA0i4nYI6RHJxnEbFEkQT66Eb1GxoyGnMBwdafGJRED5s+/z9zulW3Qd2Hp51Lq/Z/Qc0qAuF30nLS/5L5tbp5SGWrZbeUoYp2yOC/nAymL81gqbac6pydlJGvoRTNVwX3oYctST5tqf870ouFtP1uVOmAhu0nQnOtsrUEWkEZgyY29HFDzm6TuebNM7H/JTcOYRGifbBDNbD9bTWtmxhwN6GHLUBQbburDWGlolqGjvTkar5lPSEnW8/u38HrnMt7zPoR3D8/Lc4pe33a5YA+Q4euQuo1BFsAgC2BI3ZZGnHPFEWm29mRDUJ5D7x6ex3veh/B65zKe378lJULNfCKDyC7r80uyp8lCQV2/2b4ORbGhhy2nGbALCns/W5WvjxgOyWjddpsbrXxKgglH2aYu9UqMjpeqPdJAcDApG0v8rJv3Sf8DGbd318NZh/5dEb4NPWwZFdyXdOhD3+kq7peu7umkJzSko/QGj3ZCl1CkMoxzWIZAlAZwO1r0WBRdDCMzjenLnkvZlV17ae3RBt1wi67ifrTyKRnXlMi1najtVdwfh/KR+ZXZAGyyMJwkMkYcjOSATbpdyg+t5oMYZAFpxEWNiN1WDi9bwjNNOzIOizTnhJybm/NgRVS6f1Mx0anO4dUDa/hiwof3j8xhXAvpFHQrTXpUC0nU/If+Uay7o/LQo4LruLojX7tEOFJMrgm1vVofxLc6VnGlXlD3CdGhfzs/r86Ss33roEDFiUIeKBMIzFxxBIEygfw+v38Ltw6K4uWDI7P44Mgs3vM+hLcOLeLWwWWJTLyiZ8wScnHr4DLeOrSI97wPyd979/A8bh0Uxc9jdaJAmCsWzXugLCop+G93L+DWwWVLTj25ntNzU84HMMKDuFIfwrc6VnG1PijZDEkLP/3+Dqs70pPguOn+UnG87hYMCELTR7VQnDyBORowroXw/pE5fDHhw6sH1tCpzskijtz4gxXxTfqTJk06xfc907QDL1uSQwmirE4WhjHIAqjmgzKfmF47JRHEF75G1M5kYRiKYhgJxpopElOjivsl1T2RqzvFI7byKZMT9l40jMs26Luw0jToVvTcWXDgttFzkrwUs0OyUDYyqZP9rkNKqiq4D418zJKHnMoYzkxtJ4PSZLRbM02XkFfaX+7u2RTNWbe6iDNFojk0Gtv4nyXaeaAsikkps0rQaCn5Uuv8SE0EK6XRFA7gRsN3QW8QZ4uoQUxGcRZDcS9bwiM1EdmMHmNbGRnHUb2Qn1eHWm0I41oIj9WF8a2OVbznfQhvdy9I93RiXVFGeX5eXQK6ugOG/MJ8if8/lhZPz6hHOyHZY+Qm/3b3At7zPoRvdazisbowxrUQarWhDOPjDJ35MbYFRRFDi0dqhLQsuXmf4ao+WyQ+gws1kZQDFXLiXymNSqZcEetMgo4zVHAfJguNJl3EnsW/Fho0nORC1tCtLqYc0mR60XNKTIjU8hBDTkIyO6K6pzKMoyFPrTaERj6GCu4zSbSSOcGLetBZcEAOBkmLnnaomABFp2c0MxQ9ey5lV3btpbVHG3TDhIoyz61FvZFpTfTaRj4WVxRRo9OpzmHNbdB12/npJMih0E6dKgzjSn1Imq7Q5jzA1jDlFFpk0uQSWn3ZE8In90zh5dZNbJYJlPdakub8KNuUlCxyar/Rvo4vJny4dXAZfhbQJ8TG+3AWHMBCSRQ/+cZx/H6hG7cOLuMo25SHHVEJySF22RVFNR9MijqYNfnkvv5obQQDbE1qmun1VXE/pp2CCfBm1xLe6DqLZ5p2sKk35KRXvt62IRvxN7uW8FJLAI/VhbHkimJY3ZHu+hXchyLWCZ7fAuZoQH5eneVijgbw/BYUsU5UcJ90Cx9WRVP5WF0YL7UE8GbXkmzcr7dtSF+BM0UC4XmmaQdvdJ3Fm11LeKpxB9NOIwOeiizmaMAAE++d3OAVJV5zbT5Ic3OLUc0HseyKSudgg0ooiuSjbBO3Di7j9wvd+Mk3jmOhJBpDBbUjz14JPwvg1sFlfDHhw432dYvDe35eHY6yzYRN+jWd5r9ZJtgAn9wjnkFC9enzNT+z1HSQSdOVejF8SqxNFUVzOz8NRRGykDW3QN1psBRb/MR+F81Udxq2UTZ6vInjXrmyDfourDTnkhU9T16sJil0Ezi33w56HkttTWUQRYyVWm0IXeq8JXYwMQIpvgsURellSyhmh+Rrv/PnUuiE67URTDsjGNdCKajqQnPuj2nOEzXcOUq+REwfrY2Ymu1Ee6NA2YfUbVz2hPBorWBupTKOo/Pz4aqolC8dV3fkvUr1nul8b+GTmC8RzCaSQxGDjfY9Yl189QZyRja1w14j6wZiPJHM69nmbcyXRNDCJ2P20yTvVb8Xx9UdKRt7uMrM4kpuCNfDlvForfCQGVK3U6DjTDb1j9ZGDEZFgtdG0i5q0v266Wn8v2tQ48c14QMjzGsT+xvczn1WFBuK2SF42ZKMXDVqxPh7YY7h7VLnUasNpTaMizGKzCx2LR5Fz9TRPfVQMh2Knj2Xsiu79tragw264Rheqw0lNobTN05C7TrUmQRFkUFtn3KKfNaQbniVSAtl1uI9qtOAKbqkVO1Bt7qIycIwjrEtEb2V45RmORdqIvhO/2m83ikcZs1Z1o/rDaq5OSdau91WDh/bwGsHV/DFhA+vtImCzXzg5uQwVHE/HqmJ4PNRP/5hcgCXPSHh1Ko3QDy/BSd1E53LukFMsqKIUN5hHWVXFEH5N2uMSVtMjeutg8t4o+ssrtYHZQMcqYzietsG3vM+hPe8D+F62wbOVwu9I02npZmbPJTu9kA2ih/SejXzCRzXY2NiX0+k0hggXK0P4o2us7h1cFkOImTWvEmvT5Tupxp3MKzupKDkieJnkAVw2RPCtQaBwJMkITfHCY92Apc9IfzD5AA+HxWfYRX3m549Ubx42RJeadvAFxM+vHZwBT62IYsAopWam/TH64wItlCFkEu83rmM7/SfxoUaw+wnN8cJN+/DMbaFycIwutVFyTjZLhcDjEdrI0m1hKRlVRQbQhViODDlDCeguhvFT4c6Y2Wz5BhZ8ma5Sq02lIGz/l/ilS2EdmGlOJcM9Nxhr5HRQ/GFanrtOTm3Z4aeG+ZQVdwvzaFSRyzF61uN5zoZnVhQ2ynP2YhUu7szk5DKER7ElDNs0nnHN+eEVhOtPWlznsPgUr3SDG5cC6VAVYV/ypIrKg1VxV6XJG4th6FU7cGZIrFvP9u8jXEtlIHjt10ax41rITy/f0vS1ckVvoL70vgM/N++DH1yBfdJ13WixT+/fwvjWshkCJciZk4HEca1EJ5t3sb1tg2cKYro0oTEA42cHI4q7pdGoUsuw/ck7md1tsS4FpLmccK/IP7fpiad6O7JUX271MdPOcMYsTA77u7zofSSAbaGXrZioronHqZRXZmJTwQ12zy/RZpFVnF/GrPIeBSdHN0z06JbB5MUueaw16RB0bPnUnZl115be7BBF8V+MTuUJENZbJpUFHnZUgxlzDiUilgn/LqOlgoMRbElpPTSAUJRVhdqDN15Ix/DuCYiqsxZ527eh0BZFB/2zOCdwws4VyVcr6/Uh2TO+ZrbaM79LCCbc0JP3+g6iy8mfPhWxypa+ZTVDC6Ho4VP4rnmbfxmpge/GLkfa+6oLJLMr+HZ5m0EyqIpnVgLHB4MsDVJ635UZxRQM5ib44RL9eJMkaDnvXNYUAO3y0Wje75aoMwfHJnF653LuFATwZC6jWo+mEGcyFf7zJBmrJoPYkjdxoWaCF7vXMYHR2bx6oE1nK8WVPjt8qjlvZ0pEgUIDRKoWH60NiLp/gNsTUcHkjsamz8DilqjYmfNHcUvRu7Hb2Z68FzzNlr4pKU4ys0tRiufwrc6VvHFhA9vdJ2VLApq0v0sIJv0NVNO+pX6EIIVQjv4zuEFfNgzY3kNlJF+Und2J1TQxzZwoSYiIwATF/R2+TxSwRatFM9xrCuvmWLqZUuy+JHZ6PpQrZwPSMM4gUbstdi1bCG0Cyt1g65TPWNjhzKhepJkyOymXKr2pM09pz3ZpXot8UrJGz17XMEvTRITFu9GVFiHOoOjbBPt/HQa74vMLjLkOsa2MFsUSZFVLVg7Xeo81txRyShK1py7eR/OFIk40mE90jEhjTnHiVY+Jc1QTxWG4Sw4kOReiwGBj23gmo4EL5REU7rA0++RbOdCTQRvdJ3FO4cX8HidGJqXqj13ycgxaOzmJJJksZ93N3AWg51StQfH2BYerwvjncMLeKPrLC7o9PXk2eTGPS/nA1goEcyDaw1B+NhGysx6Z8EBnNI17eeqBOU98T0XTIhhVbD/zhRF4uJDza+DGHZrbuGsb2b/xX7uXeo8ZosiOMa2khoX3t6zL7xz2vlpHGWb6FBnUkTU2WXtSNno1oFa4u84GZ1S3KJL9aYxOjVy0QlFp/SI1D4EyY0xmaMhjbQney5lV3bttbXHGnS7jB0hU6k6bdgSpUKmU2QM18qnhIFZjC6WORrQpc5j3R2VzumNfExuoLGbdq02JA1tHq8LY1jdQQX3oU4bxrDu2E7ULDoUVkqjeP/IHN7zPoTz1YJWTc354/rfXNPN0KjJoyZwXAvh474z+HzUj6cbd9DIxywHoN3mRi9bwYc9M/jybCc+7JnBsLojG5o8eyX62SoueUJ4Yl8YvWwlycEohg+d6hyu1gfx6oE1RCvNbq3CnKidn8b5alH43Gxfl+jzuaoIvt2xiigSGjIAACAASURBVPePCGO6M0WmqLKvnC54588RoeIe7QTOFEXwXPM23j8yh293rOJcVUSyAG62r+ONrrM4Xx1BOz8tzWfIrThaGcWrB9ZwtT6oG74lms6LwreXreCJfWFc8oTQz1al6ZPd5sawumP5LHvZisU8LieHoZGP4enGHXw+6sfHfWcwroXk8ISGK8EK8UytlBpI+pX6EDbLojhfHcF73ofw/pE5rJRGZfFP1NdRTXgS1GnDqOA+DKs7Mj93rliYwMU3F+K70sjHpKP8ul6IWVF38d0tLGhDK5+ShnFmU8fU3+2/xOco0ZUthHZhpTiXDLMkQs8zjxyyx6HnVdyfsfac57fIaKVabcgk00ju9OzmfWjnp9MaT9F+RNT2bnVRDAbvEkUkKYufBTBXHDENE5M35+vuqMk4LL5BoqHjmp6TbRiMxu97+Xl18LMArjUEcb46YqJcx7/W3NxidKgzeKwujJvt6whViMzuVE0asYDOFImB6buH53GtQRi4GWh7pvfPmjldwX3oUGfkYCNYIfa3JxuEm/vLrZvSG+Xl1k08v38LTzYE8VhdGMGKqGw0O9QZqU+m4f3tvSaBig+p27jWEMS7h+fxrY5V2RinGlzk5HB4tBMIVYiz7LG6MDrUmSS+AzYpKThfHcG1hiD8LKA39YnPtB4mBvFr7uTDf9K7zxVH5NmQrEmnc2yuOGIa9N7NgErUby7Vi251UVLdrV5E1u+h2dCxnZ+Gm/elTGigvaFWG5KRi2YJV7LnjFB0cy66gaKnZgDFRktKFD3p38yeS9mVXXtt7akGPTZWjWKZjM3TIYsiszGc1b3TaLhJN0eon6Afxx4uosAZVgXi/VTjjoyaqeA++NgGppxh6XhNSOCgjn5/3HcGj+tNCzVMlz0hGZEVqbQi50Rr/6h3Bp+P+vFU405MkWKXcW0fHJnFl4td+HbHqqS+E0V9slD8rfPVorFK5tLr5n1YKRWH9yVPCF62JItIKqQerY3grUOLuNG+jkCZyCF/qnEH73kfwq2DywhVRA3H+j0Yj0XFcTOfQKgiilsHhZPvU407mC8RBnM32tfx1qFFySqge51nr4SXLeGSbkC3UhpNiibk5HDUakM4Xy2Q6clCI2qNqOzf7ljFl4td+ODIrIxHM+QMoth6Sm/SP+qdiaO7+1kAkcqojOq77DEGQvQMftx3Bm90nZVSB0K3O9U5TDnD8LENOXw6UyQ+6yf2iaFUsoKJ57dY2ChEdbc2GA7plkuGcVT8GMaO5XHf770Vu5YthHZhJTmXjOzyAofHgiAVODxp84QToedu3pdGe263PJf12gjqtZE0z6VRtJPpVL02Ivb4JMgdIaZEba/VhnbBtd1AlWeLBJvJpXoTvmYyblt2CZlMIx9L2GxRc76uN+e0/yRqtnh+C8a1kEzPSGYypygOMEcDTnLheP5U4470YUn1/iu4D8uuKF47uIK3uxek10fm980w/WvkYxjR3dxfbt3E+0fm8IOjE/ihfxR/6zuFj3pn8GbXEm60r+O5ZtEoX/KE8HhdGI/XiaHrtYYgnmvexo32dbzZtYSPemfwt75T+KF/FD84OoH3j8zh5Vbhcj/Cg2jkY2lMxeJfb569UnrJvN0t0kmWdUp6qt8jv5KnGnfwcusmTvKgbjKbWGtewX0yfWVcC8WlxdBzS/XKhRrRfCdr0nNznGjkY1hyidQWw5Au/jvqUr0YUrcxW5QZWyDT+1arDUmqu8GoSMxkUfObLN/ddMM4qkvN+4NRlyYZ+uladPNelCmKTnugmUGUeg/MnkvZlV17be2hBt0oeghhq9WGYmLVrGZUzXzCRBE0NNuk243ozcS004wOWv9mfl4dutVFRE155x3qDNy8T+rOyaWUpu+d6hyebtzBJ/dM4anGHay5xd95ulHoggNl4pCKVEYxroUsTVovW8Gtg8v45fh9eDpBc05O7d8b+Ca+XOzC8/u3dHRdaKXL+YA0nFlyRXXX8cRoiY9t4OnGHdxoX8dccUTcK53KXsX92CwTeuvrbRtY0yPNnmvexgdHZvH8/i2M8GAGmsDMPlv6/Gy5Lgs6VsX9qNOG4dFOwKOdQJ02LPNDaWosUAlCzu4OaSW0YoQLlOSDI7N4rnkbCyUCmb7eJjKJN8sMp+IcJR88vwVzxSKb9unGHfjYRlKUwKV6saQbyK27BX2TtP2NfAzP79/Cl4td+N7AN+Mc3qlJf7pxB78cvw+3Di6jl61YhjPjWggRPb4uUCb09U83Cj35mlukD3xyzxSebtwxnOF1PTmlEHSri3DzPnSoMzIfPVoZRbe6mBBRoaHXtFPoUSOVJj8Fk6ae2CXNfCKBeaPBgCF/Canz3TMoerYQ2oWV5FwSz0eevVKiR2QOJ6jm6bOEHfYaSw6xNHXKwLmd0HOJkCUz2IxB4RJ7oJj3HHEmtfDJGGr73eyroulv5hOYchru4ImQ05wcjjptGPMlwoG9nZ9O3DzlMNRqQ1hzCzYORTcm2uOK2SHMl0SkpjmZi3dODkc1H5RsJbkfJtNL64aoimLDrYPLeLNrCaGKZGkTiX/fYa9BnTaMycIwrtYH8Z73IXzmH8P3753E653LuFIfwrIrCh/bkJRl5mhAnr0StlyX7ujO4ynuORy5OU7Ycl3Is1eCORqkJMLHNrDsEgy61zuX8f17J/GZfwzveR/C1XoRFVenDWc45DbSZEIVUbzZtYRbB0X0XPLMecPkbd0dlSy4aj6Y5DkTLv7kGTBfEtHNCuNrCYqQPV8tzhcBCMR/fnabG+38NFZKxZC/ThtOzNDQz5JxLYQpp4irTae9T3dRbUhU9xY+GXM2Wd+72TMlk9g10qKb94hMHd3NbJ4i1pnSdDJ2HySzOGIRJd8Hs+dSdmXXXlt7pkGnosfN+yS65lK9huO27sxbwX0SnaOsa6tZVTk82gks6c7igTLRdCSa0hJasFAStaCIpDca1UTcWK02JA/taj6ICzURfLd/GtfbNmR26FONwnQtVCEQCqKIE6pAOec3dbf255q3ZeNNG3p+Xh0mC8P4zD+G3y9046WWgH7AigKhivtxvloURSd5MIkuWmjNNsuiMtpFOnvrxc+0U2jJ6dBfKBFxXR8cmcUzTTvoYctp0Y1UxQXpwau4Hz62IWni//HYSfyXzVb8679l+NO75fhfPzqM//HLk/jjb2bwhy9X8IcvV/DH38zgf/zyJP7Xjw7jT++W41//LcN/2WzFfzx2UtLzfWwDVdyfMps4/SVQhx62jGeadvDBkVm8sH8LCyViaEERcNPOiCyKiB5IET6bZdEkWkuh9z/JReN8vtowh8vJYajmg3ipJYDfL3TjM/8YJgvDlqaYGvnnmrfxxYQPN9vXjZx0Hf0giv6SS5gS0vNHGcUvt27iu/3TuFATkUVabo4TtdoQRngQoyY9upk9slCSDCURaF23uohAmfhuLbkERTXRd7CcD0iWizDusX6PXapXfs+l1ndPoOjZQmgXVoJzyTCAvONoNV33SYhVOR8wGTqld26PQ8+TGL2RlKORj0kEjpIvEr0uYpX0shX0sGWU84FdaUhcqhcjenxVK59KODAkH4wpZxibZVGTq3r8z7lUL1ZKBXKeqjkvYp1Y1weBk4VhHX2Nfy8k03qqcQcvtgQwwoNJhprG/jKkbuOllgAUxYZgRTSJ7Cb+MySG1EqpYEh9et84vjfwTXlGd6nzpmHNV+WVYtCTi9khdKnz2CwTQ9/vDXwTn943jlsHl7FSmikjzWADBnWD25daRCZ7ctRZDOdHeBAvtgTwVONOnJzK/LM8vwWThWLvX9f9bVI16Rf0mL3ETA27dI3f1A0IE5sKitfYyqdwpkiwDe5ejy4GVuV8AD1MDLXj2ZXm749IcCEUvZGPxUklY38+FkXP1NFdzW+SaRJu3pfWD8Psw5EwxSJhGkH2XMqu7Npra4806OIgKixog0c7EePybI1VM+tbrW65dmlyNqRu45EaoZ+2atWsG25hQRtGtRCu1Av6GiHttdoQhtUdnCo03HDJ0TZQFpV0uIAep0ZZ5+erI7I5n5XNOUdubjG61HlpAna9bSNmCi2a83V3FD87eQy/nu7HxVrhzEqGMl3qPC55QrhYm9zchQqiZ5p28Pz+LfhNbu6EzN9sX8etg8Jtfr5E0LnfPTyP89Ui/iSZfjBVUWK3laOaD+JMUQTvHp7Hf314H/713x/AH/77Vfy//99r+MMfL+NffnIv/vRqPv7wN7X49XQ/Pr1vXFLob7Sv43rbBq63beCG/vre8z6ET+8bx6+n+/GHv6nFn17Nx7/85F784Y+Xxb/536/iX//9AfzXh/fh3cPzOFMkGtFkB3Kqy5brQr02gvPV4vUrig3zJcJQ7tbBZdxsXzch3eJe+lkAz+/fwjNNyQsgMk+6WBvBJU8IXeq8NDIqVXtwsTaCX0/342cnj2HdHY1p0gWadV13d/9Wxyq61Hm9SReOybOmJp0GN0/q8WuBsqikYQbKotKJl8wQTxWKYRQ979NOoUm8Uh/CKLE+YhoOs1byXJUwjyJarcUDQjfPMvtEJIpdIxTdo50QxdEuuPp+9Ve2ENqFlbhBT1OUpi9oy+PQ89RoleGLQM7t1XwwpS8CNYNV3I9OdU7GqiUzhqPM8y51Hj62EePfcWfPIDFpfGwDs3q2dMLYUFNiR6Asin62mrg516VQ8yXCCNTLlhLmZdNwMVQhpDX9bDUl/Z2Q3GhlVA4oE312tJ++3LqJdw4vyLSV1Npkce50qfN4tDaCD3tm8Jl/DN/uWMV8iTjLMssa/6ovI6O9XhvBfInwdPnMP4YPe2bwaK0w9Ut3btG9CFVE8c7hBbzcumk63xM3lFXcj6iJuZCKxt7PVnHZE0KoIipBgfifc8PLlnC+Wri7J5Z6ic+zn60iUBZNkYTikOzF2SIhpUiemJL594J8Z3xsA13qfMps9NzcYhm71qnOGckjKWQtan6TRNGlo3saFD3WE6OIdaZh9Rh7U+bDyuy5lF3ZtdfWnmjQaWM1Ozy7VK8Rq6aj6xXch251Ee38tOm/G8Zw+Xl16FBnZOb5XDFlbsYWG0Kz1KHOSL1wsMKgtvezVUw5hfEa0aQKHB6MaiG80XVWHqzb5UacGiGKwQpBPSZKHpl/vbB/S8ZodauLcbT2ycIwfv7gIH41dQ8eqRF0M0Ib+9kqrjUEcbE2kuTwFK6rZ4oiuNm+jif2hSVqSqj/+eoI3u4WrrdnikQz9sGRWSiKDS188rYQHfq8BtgaXti/hf8n2IT/+Z/vx//+P6/iv/3z3+BP/64Qv5s/jLe7F3C1PogLNRFcrBUsgxvt63i7ewHf7Z/Gp/eN4z8MPogfP3ACP/nGcfzkG8fx4wdO4D8MPohP7xvHd/un8Xb3Am60r+OpRnGPL9REcLU+iLe7F/C7+cP4078rxH/757/B//4/r+J//uf78c/hRrywf0siQJkf+GIC38InoSg2fHBkFtcaBDr1eF0Yb3cv4Hx1JO6+PrFPGB6dKYokdDmmovZirbjnoqgVaHIxO4RHaiL41dQ9+PmDg5gsDMfR3bvVRRnD94KUOzBJgVzWnzlijFD82nZ5VBaub3SdxagWkgMtNb8JvWwFU84w+tmqpLoHK6LS16BDnUmg9RRFWr02grniiMxG71BnRDFsMoyz5brgUr1o56fRrS4a0Ue6lwT997ikhr94FD1bCO3CSnAuOWR8YmJzuMyK2djs4VTO3rG55+kdmo2Gm1yg67ThpDnWdCZRw+BlS6b0gzttGu3S1PNMUQSDLJCE9iyGvtQoDanbCRs0QthJumKYW8Y357XaEKKV4szrVhcTDnNJhhWtjOKVNuHfIvbFxMMON+/DxdqIpIK389Mph8Q0dDiu7uB62wZ+6B/Fm11LWHeLM/fudf1f9SVqj3ptBOtuMUT9oX8U19s2cDxlrKe4bLkutPPTkrp/sVZvlJM8r2p+E6acYbzSJphsJLdK9O92q4u4Wi8GvIlp7HZpTkvSwcQIuRjQDKnbcjCUSDZFjL5BJtJUjDPnzr8blN5D2ege7UTM2WT9+wUOD+q0YWsKQxotOskaMs1Ft+W6wPNbJIpeqvbc1tAx1iyO4mutv5s9l7Iru/ba2gMNukEZNKPnBmXQIf97M59At7qIOm04riHIzS1GOR/AqBbCIzUCWRxga1J3bf6bFFEy7RRN42N1QmdO1PZThWEMqduWvPMuVeSVmnXnFHV1yRPCmluYdgV0Oh1t2kWsE5c9IXw+6sd73odwlG2aChBx4I1qIXzmH8Ovp/stzbkt1wU/C0jqcq02lPAwrOA+nKsSLrcrpVFZsOXZKzGkbuNm+7pEFqKVYgJ/o30dx9iWfB2ZfE52Wzk61Bk827yNP/6bSoGM/+k6/vRBNf5hcgAvtgRkA/16p6AZ/vTEA/hPw9/A9++dxJtdS3h+/5Zs7KadEZzkQQyyAI6yTRxlmxhkAZzkQRnbcrE2guf3b+HNriV8/95J/Kfhb+CnJx7Ap/eN4/XOZTkAeLElgH+YHMCfPqjGv/zpOv7wx8v447+pxLPN2+hQZ5JmoyZ6n4piwzG2hRvt63jn8AKilVGJfNxsX8eQui2LeGfBAayUCjnBuaqIbuYTXwTXakNSCuFnASk5oCb919P9+MwvZBXmIsWW6/r/2Xvz2LiqPF/81uKqOveUq8rlcnmteE15i5c4TozjpHBiHAfvON7wEu9lu7YXJZNMOmmiIF4yYfKIghB0IuiIDPyYh0Ag+IEagWjU/EDQ6kEDiO4WTS+IgfQ2zDDQ3UDC9Of3x7nn1Har7CwzJO/Vkc4/dq23zj3nu3wWbCELeLbhdvy8y4M7C8NexLyD5M1ia2/WEcLRwmiLP85Hv3ftIuvAR/ijt8lL6EsPCKh7K/HisIvBHXdZgqrWR5yP30xmEcxh3uhdZj97bEQXkScnLnM76uUJlNHeCAihQUAM47ro1z0XPRUIXYMRcy6F7YUixeGspCasjJ1QjImLvDlAjW5k0xbk0VbY5YaIIDiB77nCPY/snq+Ge55HW0X3PLZQHPX6irp0ZLJwJQif2LMrj7YK/m4ebVVBU+kFHWc6kym2q0OSWWG3k/pwsCAYp4chvreGwGVux57ckLCdTMR1L6O9OFrox5nyBTST2YTQar3OCQ/x4qHKOZyvnsFO6kugJh6+9plyIybtITyzfgyvb+3BqbIlQce6/gt76t+J06xOlS3h9a09eGb9GCbtIeZrnkRIzJjmwk7qw/nqGTxUOQcP8SY84/Q6B5rJLM6UL+BooR9ltDchN5zbsO7JDSkccvUOeZdiu9lJfeqFaYUyMWpjkPiwun+MtomynrmOgvp6vpwZpjnyolhit4ToQnKNPIo82npZXPRc6ongoifeZ4xpLtjlBuTRVmTTFqXw6FhxX+OOA5F7Ihe9jH5u6lxKjdS40cZ1n6BH2tXw7nmk4E5k97xWHkMlHYSN1MUlA8RQjAYyKfixA5YAE/lS2ZiJoRgtZB4Hla7uqC2s2u4hXpG08M6NjdRhXx7jnZ+rnBO885MlyzhezLqVXBTOQ7yio2IyFGIsI4h3drThR5v7I5Kv8MHZJi/hR5v78cl4PQ4VRCfnG8k0Tiq8drXKN+9qHC9m6rhcFZwHM1wJ9s5CP4asQZytmMcz68eivNRXc+BRoxverBAuTNTi848n8fU338elJ214qWkQhwqCOLImgCdqJ/HW9g683X6L6D5zT14eLOu0dmi1Nmi1Nui0duh1Thj0+TAZCqOmQZ8Pvc4Z93h+yHEvVY4CeLv9Fry1vQNP1E7iyJoADhUE8VLTIC49acPX33wfn388iQsTtfBmJYL5qa9L7mH+zPoxnK2Yx5A1iDsL/UJRmAdRXHX/TPkCjhf7VLsPvLPkz2aiPJHCbzZSh0MFQXwyXo8fbe5Hm7wUFdjyIs6PNvfjnR1tGMsIRq0xruw+ZQ9hyRnCcYVywfno5yrn8HLTLuzLU9aXUpnnxSgP8QpV91EbuycOFjDYIVMCjg9ScqkHA5aA0HloIJPxtmtaG2ykDpV0UHDRI7voXKiHd9GT291cLzMVCF2DEXMuGcSalI2ll2EtpASyEdZqPABON1UkXUs8qbeSGhSaO1BCu1fFPadGd3z3XM3RQbk3ua0ah9tejaUU7x57iBcj1sT2ZxoNRS71YMTKipxu2q+a9HBoOfe6Znoa8V3OPNoqkvMmMqPa4dZqbWggkzhVtoR7SpdjUGLR54ldboA/O4RnG27HXUX+JOrv4S7riDWIFzYO44c3DWB/fiQd63ou5q126gXNan9+ED+8aQAvbBzGiDW4oihcNm3BXUV+PNtwO/zZiURjw2ise0qXcapsCQ1kUrXIotPa0URmRJKeR1tV0RkWUxWGrIzmFIbax6wJjQVu2o9ZB6P8MZpD7JoI27mNWNlrXTXUXUOiaCUltDsxykVBR0Z20ZMqukdw0UtoNwrNHQpk3bHCXuNEuqlCFBBXa7mmZjnJYO5O0cBij02dS6mRGjfauO4T9NRMzdRMzRtnpgKhazBS51JqpmZqpuY1m6lzKTVS40YbqUAoNVMzNVPzms1UIHQNRupcSs3UTM3UvGYzdS6lRmrcaOM6DoT0qp7ITJSN2aBoNRZYTFVw0340kEkVBVwGoy00d2DEykSrlpzMVk1N4IrDy7nv85IzhBLaDSdtxhaygP70gMJXZiqZHCb+UtMgHnB7MedgnFvud85550tOzjtnzys0d+B+txe/6G3BA27GbeefhUMGH1s3hQu7a/Bw1SyKzJ3gHuvNZFbYtTEV92j4kzHNhV0Wxjf3ZYdtvtJNFfBmMX75gXwGbXyqfhz3rV1EJR1c0cKEf+6n6sfx+YVp/Me//Q0+GtmAw64ATpct4Z0dbXil+TaEcsLWWnqdQ0Apz1fP4N2O7Xi/Zyte3DSEu4r86FGsvGRjqfDivnwvc+6hzq6PbCxFCe1Gj6K+/+KmIbzfsxXvdmzH+eoZAaXT6xyCixbKCeGV5tvwzo42nC5bwmFXAB+NbMB//Nvf4PML03iqflzxo08OP9VoKCrpIO5bu4in6scxq6yHp9ePw5sV9gK2mKrgyw4JmzbGrYz+Tplyo7BHayaz4voUmTvxcNUsLuyuwWPrpmIghgY46CY8oKyt+91e8bn1Ogdq5TEsOcN8dO6PfiA/iDlHCA+4vXipaTAMz1eeVy0Poz89gC1kAU7ajBLajSUnu0f25DJF5XgoLRM7qpcnsORktJIRaxCF5o44+glX1m0gk3DTflhMVRFcdArZWAqXuT1Gf+JqhLRSgdB1PiLOpbA1lZoYUnJLLHZGmAyFUeJwfL9JpqxsTHMJzREOU030nFjf83I6ABupS8o9z5QbsZFMo4nMCJvBK1/PBhBDsYC218sTqlxxbhs662AWn2oq25wbPJ7BHEjU+ch6pJsqhP1oIli7XudEJ/Xhoco5TNlDCcTg9LCSGuzJZZD28YxQAnvQ8Bl0d8kyJEmHgwXBpPD3/xsmh7EfLGCOK3eXLCc5q5i953gGu9Z7crltWvxvIhtLMWUP4aHKOXRSn8Jfj349Dnfn9pvsfIunU5TRXoRyQhjPULdf4y4BQwrlQt3Gk3Hbuaq7h3gVetWV6jXohS1vE5nBRjKd1G1Bp7XDRupQTgdW4YvOhN8i6TEOumkF1wCDiF8ixeJMhsIVKDxhT3R18Uy+P6bOpdRIjRttXMcJukFsimW0V4WDyhKAXOpBrTyGank43s5J4Z5zr+0D+UH0KIJV8RZRBE7aDEnS4USxD0fWhIXgKukg+tKZUBznCRr0+dghL+Px2t14fsMI/NnMb/pEsQ93l7DEhfPO2+Vlwb+1mKqwLy+In3XejGcbbsdGMh1lp2YlNThUEMSFiVo8t4H5RDNVcIJ6eQLHi33YkxtSPmv0pq3XOTGWwZLhKXtIHGAOugl3uAJ4sm4CC1nscz6/YSTigE5+yFlJDU6WLOPiS8X48tJZfDjciIMFQTxYMY93O7bjuQ2j2CEvC09hi6kKPWbGxf5Fbwve2t6B02VL2Kn4mSZTTv6vWEN2uQE7qQ+ny5bw1vYO/KK3BU/Vj6PH7GfJoOJFukNexnMbRvFux3Y8WME0CD4cbsSXl87i4kvFOFmyrFyv5O/JA06+LhayQniybgJ3uAKiGEMMxZiysyR9LCOoEgAZ4KTN2JPLOOOMs0mg0VDUymN4bsMoLkzU4lBBMCrI0mgINpJpPNtwO37WeTP25YV5isRQjHZ5WfDR9+SyAPtEsU+s3+c3jODx2t3YIS8LCyorqUGror1QSQeFgNyRNQGcKPZBknRJ76keRZiRe9THcdEV+8NqeRi18hhyqUcU0GI1KMpob0Tycz2qMacCoWswxLnExeEM+vwoOyFiKF7R+zxSHI4HvXa5YQVuZ5hLXmBuixJ6Un+OXhSRuGfyarnnW8gCKumgcAK5svUW5icPWYNol5eFTknsfmIxVaHL7A/zzuM4xiyB46Jw6vaQTICsPz2AkyXMalRN6C0yOfdlqyfdvBh9otgn9mM13jN/zxEr03l5onYSkqRL8Nj/Oye/Fk/UTuLlpl0YsQYTiupptTZxPp8o9iXkkZsMhfBlJ0/S9ToH+pS10J8eUH1Pbu/KRePU1oJWaxN89C7lXFYTlrOROrTLyxiyXr3OAHcsqaSD2EIWLouLXmTujGgWqe8JkQKTBea2pNz1SK0MLhbHnSaS8dfDau4OEENxlP2kQZ8fIRaXOpdSIzVutHGdJujhLkYu9QgV52ivZApqdKOM9qKBTKLI3BmzubJOBfeD5mJVtfKYyiHCuucbyTQkSYeTJcuYzmTd8zzaKtSsuSWbVmNBkbkTx4t9eKX5NpwsWcZchEL2YVcAk3aW8IzagiJ50Wnt6EsP4A1PN37Seit2WYIRonAsCJmyh/B+z1a84enGNrIoNthc6sHRQqaMqnag6nVO4s40AwAAIABJREFU9Jj9OF89g1FbUCjXZsqNOFmyjEfXTWMsgwm2Pb9hBP3pgShBOtVDX6lif3mXDd/89VF89fcUx4t9OFsxj/d2bsPjtbuxjSzCmOaCXudAOR3AsSIf3u3Yjp/e2orjxT40kqmEh95/9+TBcSOZwvFiH356ayve7diOY0U+lNMB6HUOGNNc2EYW8Xjtbry3cxvOVszjeLEPX/09xTd/fRRf3mWLujaJZpo+B/3p7FofWRPAWEYQj65jon5cPM6Y5sKojRVUesz+uACIB7AHFZ/0XOoRCcs2sog3PN14v2crpuzRHulp+hzssgTxk9Zb8YaHCb3xDryTNmPUFoRfsV477Ao7Dcw5mEDdK8234Xixj1kBaizCOo27F+TRVpTQbkxnssdLkg4bybRKF52taa4kz7vo2bQlrotuMhSiyNyJBjKJMtrL3BUikDLU6BYuDrnUc514GKvNVCB0DYZyLunEvhkbfBrTXMoaWp04HPcYZuJwidWReVLPrZK4tVpidfWwmGG1PIwaeRSZcmOCAlK4e95AJkX3/KqSDKXou40sYpcliBLardLNZqrojWQK3iwmVKqWSOm0djSSKSEKp5ZI6XUOtCrOIeMZXFQz/tzYIS+L5FytsypJBpTTAZwpX8D56hk0kqkEe6oBLnM7Tisq5sEcjgr777iXw9Z+FlMVCsxtaCCTaJOXMGAJYDwjhOlMNsczQhiwsP2xgUyiwNwGi6kqgeXVf920mKoQzAnh9a09OF22BJe5XfW9tRoLGskUzlfP4Ez5AsrpgOp6TTdViCR9h7ys+hvJxlKBpmglXtWijslQKETjGsmU6ho1prngIV54s0JoJFOqqvM6rR0ltBu7LEFsI4tJRfJWnqy4xbvoDWQySRedFfsz5UbUyKOoloejxIrV9wWnyj6SKNkOu02kmyrEfrVqsTitLc4TXThciOJf6lxKjdS4kcZ1mqAbRCe2hHajkg7GQIoMAp4U2T2P9T3nfs57cln3nHdwYyF7Gg2FkzZjys7gugfymd9rptyIRjKFAUsgnGhqCCymKixkhfDipiE8Uj2DhSzmKX2yZBl3FbFEh88y2gutxgKNhqKcDuD5DSN4b+c2+LKjIX96nRP96QG8s6MNv+htQZfZLzbzbNqC/fnMh5YnaZGf35jmEp3zHfKy2JTdtB8PuL04XbaEIWsQDyl2ag1kMumhppGMKKO9eGdHGyRJh4vfM+B4sQ/3rV3Eux3bcd/aReGNTgzF6EsP4LUtvXi/ZyvuW7uYUD34cg9P3kHlnWOOJOBr4Gpfn6vD3rd2Ee/3bMVrW3rRlx4QB5ub9kd95+PFPlz8HjuM39nBumsrXccGMolHFKubIWsQp8uW8IDbCzftF8nHDnlZdNJj4e68OHNQ8XjPpi3iIO8y+/GL3ha8s6MN/emBiASfQRR92SG8t3Mbnt8wgnI6AI2GQquxoIz2Rq3Ru4r8OKkosy9khfBI9Qxe3DSEhSzFkk/pHkTeC5lyI5rIDA7kM2jllF1xElC5tziC4UB+EHtyQ9hIpln3IaKYxpEOvIsehv2GnRqctBmVdBAltFsgH66/LnoqQb8GQzmX0gR8MxLeHg3fTB60EkMxHHQT8mgrHHTTCpBRltSbDIXCJqnA3MaQQQlVm1n3vNDcgVp5DCW0O8ICNH4/MBkKUUZ70ULmUU4HYtAkl7+HGfT5wrViI5lW9o/o78YLytOZTC1bDTWl0VC4aT/25DL6SyTtKvIxzWQWJ4p9mM5UT7y1Whs8xItzCqxdtXOuoWgkU3iybgJ3FflV30uSWDGgx+zHa1t6w3Sd/6JCL0fq5FIPdlIfjhb68XLTLvxq4Cb8frYKf5ivwMdj6/GzzpvxpqcLLzUN4pn1Y3iybgJP1k3gmfVjeKlpEG96uvCzzpvx8dh6/GG+Ar+frcKvBm7Cy027cLTQj53Up1Cs/uvcKDSSUdDoXtvSqxR/1ezsGLruriI/nqybQCOZUqUzmAyFmLIztw8P8aoiL9JNFZjOZAjCZjKr8jrsvWYdDLnFzr/4x1hJDUaszHqNF4hjH2NMc2EjmRYuMGp0jsu5VsRQjHI6gBYyjzLam7SLTgzFKKHdqJXHUGjuiOiix9+bWo0FsrFUIHHyaKsSQybat8KUnMg9ixiKV1WMjKUBUaM7ggaUBil1LqVGatxQ47pM0Dkv1UmbBaw13VQhNimeMJTQbtE9jw6K4q2eFrJCqJaHlc08cqMzCK/RO1wBSJIOQ1bmKZ5HW9FJfdhJfazrp7EIL9DzShJzIJ915jm0PZTDOpPcUo1z4m2kDoddAfyitwX3rV1ELvWIz6HRUDSQSby4aQgfj63HHa6AEtgwWKI3i1WnGR8wOvBL0+dgSOF4j9qCIjmvlofxUOUc7nczXuJj66Zwv9vL+OxJAgO9zoElZwiXnnHii7/cDUnS4bArgB/f3IkXNw2hXV6GXueAyVCIXZYgXm3pw886bxYe35cH1dSLwIgnZ11mP/zZjN/86LppPL9hBK8034bXtvTitS29eKX5Njy/YQSPrpvGPaWMi99l9osiTTjwWf2BzXl8e3MZ9eDVlj7ssrAOkl7nQLu8jBc3DeHHN3fisLJGvvjL3bj0jBNLzlCC4Ce8lovMnbjf7cVj65hVzP1u5u9bLQ+LJJ130oeswThkg0ZDUEZ7cXfJMrxZYV0Bk6EQd7gC+HhsPV7cNMQKLyJYMCCXenDf2kX8orcFh10BAX3l9klBZa2GcsJQd28WK2a9uGkI56tnhKexVmNBNm3BTupDJ2WwyAJzG4asLEG/wxUQnsOx95dBn49qeRgLSSwOefDDu+gCbqjoEmi1NqSbKgTdxUmbY/QmrpeZStCvwRAJetLO0Ire52HrIt6NCtukJeaBWkxVUdxRTvVQe59Yn+TIwlLsY3n3vJFMoZnMwkmbrxKiS5FNWTG3Pz2gSjPhZ0iP2S/OQDV+r11uwJSd2YPyYl7sPpZLPTiyJpCQYsUT7wfcrAuqxjnXaixoIfN4vHY3DuSrW7dJkh7U6Mb+/CDe9HRhzpGYl341U6MhoEY3PMSLB9xe/KzzZvxhvgIfDjfipaZB3OFi3tvldAB2uQEmQ6FyvoYLxVFTKSTrtHaYDIWwyw0opwPoMftxhyuAl5oG8eFwI/4wX4Gfdd6MB9xeeIhXQQtdax49S6znHCG86enC/vyggnaIv9YWUxUO5AfxeO1utJB51fUhG0vhzWI6JeqJfJiSdWRNQLWRwJsUe3ODmLJzy7f49cHPip5EUHeFs96fHkCXmdvwJdfQSXaddFo7nLQZzWRWFJ8TddF5Y6hGHkUlHYxrDMV+ToM+P0rLwmKqWlH/Ik2fI1A/8ZaQK3uiqyONUgl6aqTGjTauwwRdHwdpLTC3RUBaDcI/uUZmHG3GTQ8HRbxT0UAmseRkCUeX2a8IX6l3z0dtQdxTyuC6HOpUL09gwBIQVVrePedepPe7vZh1sKTjntJl3KFA27nveVhoy4m+9ADe9HThxU1DLOkRh6Ae2ZQJel3YXYPz1TMoMLeBJza7LEGcKltCuwq8TKuxoEuBtXOYM0/Oz1XO4d61ixiyBvFk3QTuLllWDaoiZ6bciJebduFPX96DS/87HceKGL/47fZb4M9mcEad1o52eRkvN+3CzzpvxqGC4IqvG3u9qdGNBjKJUA4Trfv1rib8caFcdBve8HTj8drduHftIo4W+rEvL4hgDit67MtjcO971zIY+huebtHl+ONCOX69qwlPrx9HKId5b4eh0qtZeyzIOFTAEvWXm3ahXUEkUKMb/uwQ3m6/BZKkw7EiHy7973T86ct78HLTLkWwL/nr3l2yjCfrJjBkDeLetYs4F5Gkc3rD+eoZdJn9qr91u8w8andZgqLQVGBuw/nqGVzYXYP73cyvnB/iWo0FzWQWL24awpueLoUvyvxRM+VG4Ys+aQ/hDgXqfqiACfXc7/YKT2HeRefdugFLAPXyhIDqSpIO95QuR9A54u+xTLkRXQoXfcnJfpvoTgULfhx0E2rlMdTIo7CRuqiinDHNJQQjoykv1xPMPZWgX4OhnEuGuKDTSmpY0LkK73Njmgt2uSEq0A0n9omD40gP42QBNaepFJjbhEcyu1fiO2T8sUXmTrSQedTIo1fJPWcFuo1kGqM2zhePhwTrdQ40kEl4s0JCJ0TtMe0yQ9BsI4sq1CeWME9nMhqXWqFYIxnhpv04VbaEo4V+1cRbq7HAQ7x4sm4CRwv9CUTjDMijrThTvoBXmm9T3QuvbhogG0uxk/rwjzVT+HhsPS5M1OKJ2klM2lnX9r+GPhOm7RWZOzFpD+GJ2klcmKjFx2Pr8Y81U9hJfco1uXaoIB4jvNJ8G86ULyCPtqq8PkvAjxayTrqHeFWTdIupCkcL/ThVtsQ64Cpib2W0F0cL/QkRFmn6HGwjizhYEBTFfrXPskNmxegGMqn6GL3OGbX2eUPjSq4R56LXyKNoIfPhNaDCy9doqBAmrpXHwrFpErG4yIJfptyYtEjIE+3IwqJdblDW5Mqe6MY0F6ykJq6Yya5N6lxKjdS4kcZ1mKAbBAfQTfvhpv1RnD7eAcyjrSp8VT14gu+gm4Q4FVdRT9Td47w7LnjFu4M7qQ/t8rJI7Llq6RO1k3i24XaEcsLCcCeKfVhyMj6aP5vBeLVam4AOPrpuGu/3bMWsIxQFY9brnPBnh/CbwU14bUuvgIdptTa0kHncU7qsDn3WENTIozhXOYclZ0hAJcvpAB6KSM4fWzeFOwv9sJG6pJt7Ce3GF9/JwcX/fBgf9G3Ggfwg3vB0Q5J0QlAol3pwumwJH/RtxvFin4BbryZIcNJmjGUE8VLTIH47tQ6/m6nGm54unCxZRif1iYSLCT9x5VF9gs/M/84Vnh2ioNNJmTL5m54u/G6mGr+dWoeXmgYxlsGSx9UEe5xWcLzYhw/6NuN02ZLo+LppPyRJhzc83TiQH8QHfZtx8T8fxhffyUEJ7U4SJOhhI3W4s9CPx9ZNiST9oco51rFSoHZLTgYlrJFH44JgTmW4p3SZdTqU9dVMZvHall78ZnAT/NmhKC67Mc2FWQfTNXh03bSAFmq1Nmwk0/BnszW75AyvY38266o/23A7nqidFCrNPNFul5exk/oEykSSmLAi5xeq3Weci84LZj1mBm0NJ9j6OF2JPNoa0SUPcwD5vsA5fdcXzD2VoF+DoZxLJlX19lXB2xV4aRxUNIlIE38Oh7fnUk8SSGriYD0R59dG6lAvT6CFzMNlbr8q5XatxoI82or+9EBY+DQ2YZKMovg8aQ+hwNymKuRYYG7D3twgxjPURUP1Oid2KvvqFrKgAnE2IJu2CKpMobkj7ntpNBRbyIIQy1TnkRtQI48K6HglHbxmCBmNhqLA3IY7XAF8ONyIT8brcb56Bm3yEtJNFd8KEkcjGZFuqkCbvITz1TP4ZLweHw434g5XQPmtrrQrHP8+lXRQQPFr5FHVNWoxVQkx2S1kQRXuXmjuEFQ+VgyOoVNobdhCFnCyhJ0RauKnVlKD8QyG1ki2JiftERo+CdZ2j4IeyaOtV1HIYYruLnM7Wsg86uUJVhxOoImw2qJcJGWGi8Xl0daklBm+D8VSc8LPWRnmrqbmLkkmSKlzKTVS44Ya112CzrvfebQVlXQQRebOOMGodFMF3LQf9fJElOIz30A5pHZO6W5z+F/shsu75yPWIO4uWca+PAbX5Z3BAQuzVeMVT7vcgD25ISEMN+tgcK57SplV1XgG6/IOWAJM7V05gPflBfHzLg8eWzcVA21nyuw/ab0Vv+xvxqQ9JHj2JbQbdxX5sSc3pJJcM+Gce0qXRYeTc7zOlC/gfrdXJOeny5YSwAjDh+FO6sOl7xvwxUe34+GqWZwqW8J7O7fhkGLdYtDnY9LO+MwvbhpShUCqHWRWUoOxjCBeab4Nf1woxwd9m3GsyIcmMhNTVLnW6yic7DWRGRwrYon2HxfK8UrzbRjLUOdhql2bcjqAFzcN4b2d2zBpDymdax0OFQTx3s5tOFW2hIerZvHFR7fj0vcN2El9SbpirAtxumxJJOn3u704U74geJgcoXFP6bKKwA9L8vfkMt54Ce0W/OxJewi/7G/GT1pvFYrv/HfIpWzt/bzLg315QRGQWkkNBiwBBBULnAPK+x5ZE8BshGDcnlzFHkfpMFbLwxiwBATSRJJ02JfH7qERq3oXnRdp+tMZ5WTOoUY5CTsz1MsTcNN+Rm2JEYYsMneikg6GOX3XFcw9laBfg2GRJAkaKT1Kvd0uN8RYMiaDtztgMVVFwdvDUHV1eLte5xDWSJHicIm6Y6uHuzK9i8gEgLuBXOn+RgzFaCazGLUFI2xDowUa9TqnEN1qJrOqj5GNpRiwMNh6Ce1WSZYoquVh3FXEIPLxlpA6pJsqsDc3iAfcXsV1JL67vpFM44nayYTddY1kRI08KpBpDJV19WeDVmtDI5nC47W78fvZKvyk9VYMWALfWlKeaPJYYcASwE9ab8XvZ6vweO1uJp53TdTq9XDSZoGMqpFHVTvEvEv+RO0kc5hR6ZLXymN4wO3F3tyg0iWPfi9jmgsLWeyMYgixWEQVQQntxp5cFivFIynY/dJMZoWoYTw6RC9sPEdtQTSTWcW15soV3a2kJqqApq6jczm0lrC2AReL45aNiQvLeoFWi4S5W0xVScUt+fO4VZtdbohSc9dI6ZBS51JqpMYNNa6zBJ1VD62kBiW0G+V0ANm0RXTR+GbHxeHK6UCEZzLnssaLUjWQyYRdPW7/wW1CJEknOrE75GURSKXpc9AuM4jy47W74c1iFeCTJcs4rojmLGQx0S3mW06FkNebni68vrUH7fJyHEf4wYp5fDJej8OugMIRMwhO2GFXICqhj3we5wxzFVMnbcapsiWcKlvCiAJrv1MEQ+rX26DPx31rF/Efn30Hl/7BhP35jFP+3AamUsoDgx9t7sdPWm/FTupT9buN/P14UPhsw+3410U3Xm3pw1hGUFWc779z8nUxlsG+478uuvFsw+0JDv/oqdPasZP68JPWW/GjzayDrtXaUC0P47kNo3i1pQ/784O49A8m/Mdn38F9axdFIq82LaYq3KnACUesQfG78U6BxVQlNA0S/f6HXYEIDqcB1OjGYVcAn4zX48GK+TiNg3Z5Ga9v7cGbnq6wAKGGosjciTkHW7vTmczS7WTJMvbmMm2Fx2t348m6CbTLy6JQZSU12CGHkQ+SpBO2S9yeKdH91kAmk4g2svvfYqpCOR2IEItzivvfoM9HNm1BOR1ACe2GldRcZzD3VIJ+DQZL0DVWEEOxgGxaSc0qfIHj7YrCPM7kQbExzQUnbUYJ7V7RFklNMCqhtZpCjaqVx9BC5lFo7rgqEU1+3+6yBLEjga2aRkOQR1sx6wihPz0g9onIx+h1DrQQZifZQuZV9naDcJHYnx9UTZr1Oie8WSGcrZhXLEPjueuVdBBP1Y9jf35QSaKiv49WYxFicL7s0IruIquZep0DndSHn3XejH8ZbQi7YFx2UYQ1Bfh6ctN+NJNZdJn9GLEyZMKknYnvdZn9aCazAt1j0OdfkYK7RkOEa8u/jDbgZ503KzZnibVOVjvT9DnwZYeEeJxal5gYirE/P4in6sdVUQwaDcVGMo2zFfPwZoVUuuSsGMCFbdVg9TqtPWrtxX83Fgf1p7NicR5tVS382EgddsjL2GUJirjryq4NS/gLzR1oIfOolccEtUvt9zEZClclDBlJ2Swwt6GEdsNJm1f0ROdq7tm0ZZX2kOG1ajIURu2Z7LNZIaXOpdRIjRtqXGcJOrOmiBSHs5KaCB4qU8zl4nAuc3uMUBRLEN20H9OZzEJqPCPE4Mkq3XMH3SS654cKWCdCkphlFOeec69dLpDzSvNtOFroFxXikyWsi82F4bjtmEYywmVux0OVc3i/ZysOFkRXm41pLnizGLT9qfpxId7G7dJOlizHiH6x75duqsD+fNat4NBoi6kKR9YE8IgiMvaPNVM4UeyL8seOnbKxFD9oHMbX33wfn+1Zg/35Qbyzow33lC4rFV7mqS5JOpwqW1oBIq8TfPl/vmUHfj9bhbMVLBC9tvzBazO1GgsKzR04WzGP389W4Z9v2RHB6058gNtIHU6VLUGSdMK73EpqcE/pMt7Z0Yb9+UF8tmcNvv7m+/hB47DSGVB/LSupwYlixoMcsgbxSPUMjqwJiIJLOR3AA24v9ucH47h8XFTwZMmysGfjYnRP1Y/jN4Ob4I3pdqWbKnCwIIj3e7bioco5uMztghe7jSwKwbj9+WE3goUsxjl9pfm2sPCP4rnKuejcmrBensChgnAX3UE3qXbRc6kH4xns3pzOZGq+kQUSnoS7zO1CLC6slMv0J6ykJkosLrEF1rcxUwn6NRgWSZLiukHppoqIIDXR783WSKwScjixT6CerLVFeZ8nD6L1QgelWh5GtTwcp4MS+Vid1o482ipEqOxyw1XsiwZhRzViDaKSDqpA5ZlA2DayiDlHCOV0IP78UywcfdmsOKfGFyaGYoxnsKId64zHa0u0kHmcq5wTVo6xn7XA3IYHK+ZxZ6Fftduq1dqwy8LoVHtzgysUgFe3tzeRGfxocz9+O7UO+/NXh5bi143zkWvlMezPD+L5DSP4cLgRn/9NAf5y1I4vvpODfwuU4LdT6/DhcCN+2d+MX/Y348PhRvx2ah3+LVCCL76Tg78ctePzvynAh8ONeH7DCPbnM8XxsO7AaoozDIW2Pz+I306tw48296OJzFz1marT2rE3l13zXZagaoc+3VSBOwv9eLBiXmjixL5GX3oA5yrn0ELmVddGrTyG48U+jGeEVAozLJZZyArBlx1StY7VaiwopwOYc7C4Kl4okEHTK+kgRqzBCPvAKzsLtBoL7HKDEHHMo60JEDFhvRR+/4f1UtRg7uHiX5QnekJldr2qmrvJULiCmrtBFCfTTRVxqCMpdS6lRmrcUOM6StD1ojLpMrcLcThW/WMBWawVU5ibHg7u000V8BAGv9qfH0SbvBRj6cTei8Oj9uWxhGTKHhJ8Wq7czlVx0/Q52CEv46n6cTy9fhwLWSHxvLuK/Jh1hIXhIpOYWQeDhT+zfkyIgfHDayOZxmtbevHrXU1MCEdrEwJvd5csY8ASiKtM86T54apZeIhXbMb+bCY4M5YRxLnKOdy3dlGBTKsHAcY0F97a3oFv/vooPujbjMOuAN7t2I4lZ0h4vp4qW8IvelvYwZUEYsc5Z+/t3CaQANzn+9tfU8kn94nnnef3dm5LwLGM/r6SpMMveltwSqEPpOlzsOQM4d2O7TjsCuCDvs345q+P4q3tHaqQUL4GHXQT7lPE4kZtQTxROwl/dkgkIR7ixcNVs6IYELsWBiwB3F2yLNaWVmtDl9mPX+9qwmtbeqM6WnxtPbN+DO/t3IZZRyiq+MQF42YjbNf25TH3g6fXj+Op+nHsiOiiO2mzUHSXJKbbMGUPieepwW659WGbvIT9+UHszWVBVTTcVC+45vEWiiwAIYZiIRbnMrdHdC6vhy56KkG/BsMiSVJCPuVq4O3U6F61ejsvjNpIHYrMnSih3bCRuqSwVU7FqJXHhMtIMnG4cjqALWQBbtp/VbQMjYYil3pW6J5TFJo7MJ0ZQqcQHotObIxpLiHayArB8TzgZjIrzqL4rnaYZuXP5irr0b+FjdTh7pJlPFw1q1Bh4i3ZeHLuy1brxF7OZGKr5yrn8If5CpyNQRElex7XFjlUwIrUX3wnB1/8bS7ebr8F961dxFhGUIjRcmcPbp3KlNuZertWYxEOJ1zsciwjiPvWLuLt9lvwxd/m4ovv5OCdHW04VBAU2i4r71sMNXW2Yh5/mK/Aucq5KDHQK5l6nRO+7FCSJF2PTLkRD1exNaBWoDcZCoXjiprfepo+R5xRTFsnfo01kEkh4svOyngKRidlCMVCc4cqQiOyi87iryvronN6pZv2Ywth3vDJxOK4q0itPCaolsnoMDZShxLajSJzp7K/JKLPqKu5C42eFWDuiXQ7pNS5lBqpcUON6ypB597nvDvGuhLR8NYCcxvq5QmU04EYFVxWdSwwt2HEGhTWapV0MK4Kyjf1vvQAjhf7cGRNAB7iFXxazq/lHZRs2oI7XAHBPY/snu/LC3fPGVSLBZAuczueXj+O93Zuw3RmKKI7G+7EXthdgzPlCwLabiN12JsbxJE1gbgDUSMZ0ULm8XDVLMYzQkIoacASwNPrxzHnYN3O89UzymGpfnibDIX4QeMwvvnro/jxzZ04VuQTCZtWa0ORuRMvbBzGG55uodCd6DArod14tuF2/HGhHIcKgqowyitZBxrJqAQ7TpgMhUg3VcBKamAlNUg3VShBkpMFSZdpqaY+GZzuUEEQf1wox7MNtwt+d6LnNJBJvOHpxgsbh5lfq9YmCjLHinz48c2d+Oavj+IHjcMqwWv4u7rM7ThfPYOjhX7MOVgyPGAJCMGX8YwQHq6aZV2KmCKTldTgyJoA9uYGlfXCoO5nyhdwYXdNHPLBoM/HdCb7jE+vH2dddOVAbyHzooseWXxayApz0e9wBYSVHoerD1gYLSRTboSHeHFkDbun+tIDKskDS74r6aCwXBtRLA2jaSqsi1VOB1AvT6DA3BZHc3HQTQJlE/ZETyXo/4cMiyRJMOjzVRWJVwpQ0/Q5sJKaGJsiR9JgOBLe7jK3JxFy0kchubg4nLrln16IwzWSKTSRGWTTlquwVtMLUdMRaxDV8rBq95wYioUKthrslwuX7stj91880oftLQcLgtiXF1RNrqnRjb25LPlUg74b01zYl8eoVgyZFmOVJRnRlx64Jsm5VmNBJ/Xh47H1eLWlT5UHHzt5YfJQQRC/GdyEP383C+92bMeBfHZdr23RL9x8qJaHcSA/iHc7tuPP383CbwY34VBBcFXwe87/frWlDx+PrUcn9V1VNz0ySe8PoQqKAAAgAElEQVRLD6isXwPqZebzvi8vXqiWQ9nvW7uIvbncxi36/5lyI/blMai7GqJPNpZixMrWmZo3OqdzcBeCeJ4566JXy8MYsTKR0iv3RWfnUzZtQROZQSOZihCLiy+88XiUw9zDSC8VxI0iQOkyt68K5s4LjZFq7lZSs4JNpLrdmpXUKNckdS6lRmrcSOO6SdBjA+8S2h0ReBtExZKLwzEV3EhoKxOYaiCT8GWHcLAgiL70gAK1jT74eMWcV38XskJCYVOSWAedw+L1Oifa5CWhgOrPju+ee7OYyJaDbhIb96SdKWefq5yLgojptHYMWAJ4v2cr/mnbTpF46XUO9JiZhYlaMmYjdThdtoTDrrDATQntxhO1k8KG7LkNzHYuUWJpTHOJ5PyHNw0IaHZfekD4u//zLTvw2Lop1aCMT2IoxpE1AfxxoRxP1k0oPOQrSczDAWwzmcWeXIYE+OmtrfjUV4o/fzcLXx6z4KsT5qj55TEL/vzdLHzqK8VPb23FE7WM19xMZhMeqKubBhSaO/Bk3QT+uFCOI2sCqpzJyODjsXVT+Odbdgi/8L70gKAK/PCmAZGkJ+qkayQjauUxPLdhVNjIPVE7KQoE6aYKHHYFcFqFZsCLNqfKlhSou0P87Z+27cT7PVsxYImEnjLI6TmFdsFF7zSSEQ66CeMZbC3HdtH92SGhrNwmL4niSC71RHXQy2gvFrJCoqsW7hBFBlzMw7YvPYCDBUH4splGRKzQo17nhMvcHiUWFwlzt5iqhE5FZCHv297HUgn6NRkWSZJgTHPFe/om5fSGOZiZcmO0ensyOGkMvD2XepJ4nxuiRKKSi8OxdVxgbhPWamwdX5k4HL93usx+dHL9BpXueZG5U3DP1WDB1OgWSZGaZRq30jxR7FOhWbH/95j9OFc5p+iqxAvLjViDeLbhdkU0M94zu1Yew+tbe7An92qSc1ZI4J3lBVU+dPTUam3YITOXj78ctePnXR4sOUNXKdp3Zb+lldRgyRnCz7s8+MtRO970dGGHvLyiKJxe58RCVkggBZJR2Vaaep0Te3JDeH1rD2rlsbh7RKOh2El9eLbhdoxYg6qCb+3yMs5VzqHH7I+jKHA61olin7AsjX1+Ge0VxaJ4r3ZG1+BcdNWCk2SEXW5AJ/WhS3EHuZp7LN1UISzXCsxtCShU+iT7gArqRhF+42ru0TD3xLSbSDX3TLlxFRocYbs1Lq5pI3VK/JE6l1IjNW6kcZ0k6Po46GoebY3yPtfrHHDS5ijYa2zXzUpq0GX242ABSyrClk/RCujEUIyd1IdjRT7cWehHm7wkIGmSpBPP491zzj0/UezDnCOEY0VMSGtPbkh0z+vlCWFFVS0P49mG2/HjmztjDlwD3LQfP2gcxkcjGwSknFumnSxhXtKxcEJjmgv+7BBOlS0JaxOuyMr58M9vGEGX2Z8wSaFGN95uv0Uk5+erZ/D61h7UyKMisfxlfzN82aGEPECNhqCVePHJeD1eab5N1Qt1panV2lBo7sDe3CDebr8Ffz7iwJ+POPBB32acr56BN4shEfJoqwjK0/Q50Osc0OscSNPniMMnj7aihTChmvPVM/igb7N4vbfbb8He3CDjwV+mCi739H2l+TZ8Ml6PVuJNeODrtHb4spmCOi901MijeH1rD85Xz4gk/e32W1Q6DOH36zL78fyGEcH7DisZMwujU2VL8GfHqyin6XMwamMFI27NxiH3H41swA8ahxVrOIO4/jvkZfz45k4823C7UNnVae2olydEF31PLuucHytia/5EsU9w0SO76I1kCpKkExDQNnkJdxb6cayI0URYgSNaiZ4/z68U0rrM/pgAWS/4gJzOwrjmDHLM35s7PURTYb7tLnoqQb8GwyJJEoihOArezvbKxL8x7x5RoxtO2hyj3p7oeYYoeDtXb1+t93mRuTOhn7lGQ0CNblTLwxHWaskFKZNNgz4fDWQSo7bI7nn0d6FGN7rMDI2j6leu0KvCPtTOuO9XRntxV5FflWbFnUcerJjHlD0+IdZIRtTLEyKhU7Nkq5cn8MObBuDNSnzWrGYOWAL4eGw9nlk/tgLkWy80OD71leKjkQ0RvPvrQbvCIPjYH41swKe+0gjNmsTfKZu24Jn1Y/h4bL1AMl3J1Gnt8GaF8MObBlTRDlqtTRRc6uWJuDNfr3Niyh7CgxXzMQ4i4f8PWAK4q8jP1qTK89vlsMCoWhGgjPZizhFCl9kvEIfRr8G66KM2RtlIrieTbOpFcbiFzKNaHlYcZ9Tvb9lYiiJz56o90bmaeyTMPbFwJY1Sc3fSZlCjOwJFpP75NRqKNH1OFMydncOpcyk1UuNGGtdNgh7bFcuUG0VHkHODCs0dwvs8mlfOqpkuc7sQhxvLUKCzcR08imzaEtXp42JTbTITAOOemlqtDa3EiydqJ0X3nCcudxb6MZ3JOo5T9pCA8xJDMUI5rHt+otgX1fXU65zYlxfEJ+P1eKJ2UnTWLaYq7Mlllm2xcEGNhmIbWcT56hnB4+LwwUfXTWPEGsTT68fj/K8jp0Gfj5eaBvHNXx/FG55unCpbwutbe1BJB6HV2jCewRLMXZb4CjmfxjQXjhf78K+LbkW5dfWKspzrvTc3iN/PVuGrv0vHz7sYvLCSDkZwt6ILKRrJCO7ZrdPaodPahfc398aOOpgUbmglHcShAmZt99XfpeP3s1XYmxu8bG68XueANyuEf11043ixL3EXXEOxyxLEL/ubMZ7BqAKVdBCvb+3BqbIlvOHpxjd/fRQvNQ0mDBz0Oif82QziPmJlvy2HFXI+6PnqGWwjizG/EYMZHlnDrJI4zaDA3IYnaifxyXg99uVFctgZGuNEsQ/v92xFKIcJ+HDax5SdrenpzBDuLPSLQhTvoj9RO4lW4oVWaxNezJKkQ5u8JMQdI5EpLJmPEYvT2lBgbsNYRlCIxbnM7XF6ErKxVHiiC5VsAXN3IFNuVEHbpBL0/wOGRZIkmI1rRQdINpYKzYSV+JcWU1UCeyK1ezce3h629lOHqqpxT9U6bFqtDQ66CRvJNBrIJDsjrsLJIlNuRCf1oT89oNo912osUYmMGvecGt2YczBhLl4AjHwNYijGrIPd+2rQdRupw1GlAGeXG+Jen1t9HipQh0S7zO14tuF23Lt28YrV2nlS/4f5CgRzkp9FxjQX9uYG8dn/KMSHw40Ysl6NEJ0B3J3FmOYCNbphMVXBYqoCNbphTHMJd4wrTfx1WjuGrEF8ONyIz/5HIfbmql3HyHPDgWAO66ZHXpvLnWn6HNy7dhHPNtyuSpEzprlwqCAYYQka/bvb5QYcK/LhaKFfiXmif3cnbcadhQxxGI9KYw0HXzZzwVHrosvG0qjCk5rooV1uQH96AJ3UJ+iKVzI1GgobqUMDYVZzDropwdliUNWiWGnvUIe5q3wOFbtItp+toMOhaCDJxlKBQDIb10JKnUupkRo31LguEnQ1eHus/zG3XqqXJ5BHW+MgsSZDobBw4uJwXBE7cvPS65yolcdw2BXAiWIW7GTTFhSZO4XNGu+IyMZS7M0N4oc3DeB02ZLwPec2VLx77iFe0T2vkUfx/IYRvN1+C0tkxEFiQJG5E69v7cEHfZsxYAmIZLNNZjZbXPgt8vPmUg9Oly3hQH5Q8M47qQ9Prx/HdCarWp8qW1JVyGWHDcHZinlc/M+H8X7PVhwv9uGdHW2oloeh09oxncmS8yl7KGEQW2Buw2tbevFB32Y0kRmsNvjQam1oIfN4taUPX50w45f9zRi1BWN+l7Bnea08hjkHs+x5a3sHLuyuEeq5X/1dOr76u3Shjnthdw3e2s6U2OccIdTKY3He6lzhftTGkuevTpjxaksfWsj8ZXTVDWgirDv/2pZepaiivoanFC/y6UzWGaqWh/HOjjYcV5Lhi//5MM5WzCc8kNNNFThVtoQHK+YxncmS9U4FIqrXOXEgP4jTZUuK+FF0EcdDvDhVtoQ2eUkUNQYsTLDu9a09KDJ3it9Nq7GglXjxdvsteH7DiNJ5Z110D/GKLjq3EeS+6KfLlvDDmwawNzcYdY9IErNZKzJ3Ipu2oD+d3VuHXdwJIbpryH8XLhbHrRAZHDeaspJHW4XmBLO9UWDuSrBz/cHcUwn6NRgWSZIERFPYq2ltK3aOjGkuYa/mpM2MS54E3s73nkh4eyK7NI7kypQbV6HebIBBn48icydayPxVisOx1+Zq1S1kXtXTnCPDFrISKLcr59PBgiBalTMr9v+NZAp3K+4Qas8fsgbxUOWc0umMvkZp+hzszQ3i8drdqsm9xVSFhyrn8Hjt7itOoEyGQpwpX4Ak6VjBOknhpYnM4MLuGlzYXYMha/Cyi8omQyHK6QBmHSE8Uj2Dn3d58Pn+PHx92oRLDxpw6Zwxej5owNenTfh8fx5+3uXBI9UzmFVU9C/3t9frHBiyBsXnbyIzSRO5ZjILSdLhTPlCEs2T5DNTbsTjtbvxUOWcij0rS7Ifr92NvbnxKD+NhmAjmcZDlXMYUoHCcyu9u0uW0UimVGkTrcSLgwVBcR7FPr+cDmAhKxSBzIr3RW8h88LdIPLeuZwZKRbXQuZRZO5UCuvqRbhINwfeWEoEczcZCuNg7snQPVqtDbKxFE7aLOzWWFKfHEnEnSy4hgf7PVPnUmqkxo00roMEPSygwuHtBea2iCCJQYMi4e2xQVGk9/mhAubfXC0Pq6pIW0xV6FIOioMFTFQkU25EI5kSCTpPtstoLx6umsUPGodFF/FuBfY7q3hHC49OZVMPKt3zB2O4Ydx/9MJELc5WzCvdB4OwSAvmhOLEejhU+Uz5grBhKzR34Hz1DO5wBeDPDuHJugmU0d6EG3yP2Y/Pv7gTn/pKcYcrgPd2bhOq8ZNKQjlqS9Q5Z6/5L6MNeHr9uPJ9Vv5NtRoLtpAFfDSyAX85aheWa5Ee8MRQLJABn+1Zg0tnDfjymAW/GdyEZ9aPCYu8TupDK/GihcyjhcyjlXjRSX3CquuZ9WP4zeAmfHnMgktnDfhszxrRaY6EV3Nl47MV8/jLUTs+GtnAFNtXKbJjJTV4ev04/mW0IeHBr9FQUQyYtIeEqvp7O7fhDlcAn/pK8fkXd6LH7Fc9wCVJjzLaK9Tc73AFcL56hl07xUbtTPmCoEZEPlc2liKYExJWbZJkgF1uwNmKeVyYqI3xF2bczQcr5vF+z1YEc0IigOTeyZyLfqyI+bFz9MgPGofxcNWsAp+lIsjvTw9E3UsHFcu1LrNftVCWps9BtTwMryIWp+qJHhH8cJh7WM092Z7xbXbRUwn6NRgWSZJgNa0TweXKntLqnM3kwSw7W6ykBoXmDpTQbmTKjQk64mFhqDzaKjpmyeDtkVzWXOpREXRb7WSfpU1ewpBV3e+Znw3TmYx7Hg+PZt3zsYwglpwhpQsajUCymKoQymG0E7UuaTZtwQNuLxay4vcfzkV+tuF29KhQrfQ6Jw67Ani5aZdCubn862AjdXhh4zDe79kqPpPa4yymKjxSPYM/H3HgQP5K9pkR55YiknrYxehel84acPFeIz4Zr8eTdRPYmxvENrIIN+2HkzbDSmpAjW5QoxtWUgMnbYab9mMbYaJpT9ZN4JPxely814hLZw34ZX8zDrsCQlR0NZ/JoM/Hgfwg/nzEgUeqZ1QSZ13UtXi/Zyte2Dis0sVezdTDTfvxctMuHHap0BskI3rMfjzbcLuq9kCaPgcLWSE84PaqUA4YuuJgQRChHI70ikbMOegmLDlDGMtQ56KnmyrQnx4IK7on0F8YsgYFGvJKtXH0OgdyqWdF7QhepOaImjzamkAwkn2WNH0OMuVGlNBuFJo7YCU1Cek0kUXH1WtqKHuhxgKDPj9c5DStg5Q6l1IjNW6ocV0k6Ing7RzmbNDnC3h7Ce1W+KZhvqpe50AZ7cWUnQX7A5aAYpEWD60toUw19mTJMsYzQigwt6HA3Iad1IdtZFFsusY0F4asQbzctAsPuL2YdbCE6Z7SaOX2VuIV3Mh6eQIvbBzGW9s7ROeTH2y18hhe29KLt9tvUXxDCXRaOzopS4BYkh3ecDnf+3z1jHIYsk7P8WIf7nd7MZYRxHMbRlnXPYE68RaygK9+vB6f78/DYSU530l90Gpt8GWH8EHfZvbaKs/XaCimM0OQJB3GM0KrgmZyrtqnS2vxr4tudFJflECZjdThWJEP/xYowcXvsYDlDlcATWRGWOM9v2EEFyZq8dUJMy5934BL/2DCpYcjuhQPG9nfvm/AVyfMuDBRi+c3jAjLribCihe/7G/Gxe8Z8G+BEhwr4lSDsFBfJ2Vw/U+X1ibgSsZPjYZiPINdk+lM9WuikYxol5fxi94W+LJZkr6TMqX8w64APt+fh69+vB5byAJUk3zJCA/x4rkNoxjLCOJ+txcnin2i0t4uL+N89YwKL96AMtqLu0uWxXXXaAhayDzebr8Fr23pjRIQ5EiMt7Z34IWNwwp3kHHXWiO66PvygrindBl3uFgX/QG3Fy837cKQNRgFz9tGFrGT+sT9NJ7B7jFfdggltFuVauKkzRiwBHCoIIgpO4MuRiYxGg0BMRSjhHYLmHs4+DFcpzD3VIJ+DYZFkiRkkLpV2qslVj1O9jxOiXHQTSJgTraGYuHtKwlIRapBM/THlQlX8XtnyMoSxPjkJczj5c4lsYVHrcaCenkCBwuCQtAy9j3a5WWcFJZY0XubQZ+PJScrUMcLiOpRQrvxeO1uVci5RkOwkBXCa1t6Fc2Ky02a9KiWh/GrgZvwRO2kiup8+Dv4skP40yEnnl4/rhTBV7623JHj4vcM+PN3s/CPNVOiwHv1BT+92Me2kUX8Y80U/vzdLFz8nkE4pazm7LHLrEj+p0NOca6oPU42luKJ2kn8auAmVMvDV/DZDWgkU3htCxP8jOeTM0j947W7UUK749ZBptyIE8U+LDlDcYURjYaimcziZMky2lXE8LhQ7cECZtOptoa5A4iafgIvQm0jixiyBqPuncudGg2BxVS1CveFsBBkPMw9fi3wWJcXBB10UxJ7tjBtZ/WuFNHP4zz0DFIHKXUupUZq3FDjOkjQ2QbHA21hmxQBb6dGt4C3s05EOCjivO8mMoNQDoPlbiELKt7nDAa/hSzgyJoA7iz0YxthfuHV8jD60wOokUfF5pxLPThW5MNLTYM4kM/Upk8Us2R6TumezzlYgs+7ebx7HsvTMhkKcSA/iAsTtThezH1pmbfpnYV+jNrifa4z5UacLFnGoYKgCBR2WYJ4qn4cozbmd36syJcQtpdNW/DlMQv+9EEX9iu2LnOKldoWsoBf9jejX9VahR1qB/KZ5Ri/disFIdUy62x88be5CkfdKQ7lBjKJ17b04uL3DPjpra2YtIdEl/VXAzfh0jkjvj5lwgd9m3GmfAFjGUwEyUE3CW5fmj5HCMRRo1v8bmMZjBf3Qd9mfH3KhEvnjPjVwE0CHTFpD+Gnt7bi4vcMeG1Lb5QqsV7nhDcrhC/+Nhfv92xdZUDDrsUfF8pxIF89sddIRvQronvcV33OwXzS9+cH8acPuvDlMYvSZYh/D73OgWNFPuGP/lT9uKIPwAK9QwUMeh4LE9XrnBi1BXFnoV94AMvGUhwv9uHCRC0O5Acj4I9hvmhUF11DUGBui1rjd5cwRWdfdggH8oN4qWkQx4p8UdZANfIo+tMD4nfbRhZxZ6EfR9YEsIUsxMDXwxzzLWQBe3NZV6WJzAg+fOTekEs9AuYehgSyLkGkLSMr7CUS3fnvmqkE/RoMkaBze7XV8M9j7dWSCyqx7pTJUCgcCPJoaxKxQZZ0R8LbM+VG1WSeC8mV0V5sIQuopIMJILKrmXpxz3LobjzPmKFlpuwh7LKo2V2yxGU8I4RQTighd/yQIq4aK2bJhd8eqpxTFcw0GQpxtNCPhyrnVKDrLHl/fWsPJu2rK/TGzlp5DB+NbMDZivmEvHVjmgsvbBzGZ3vWsHNthfcxprmw5Azh34PFuHifAQ9WzF+GL/nVzLDv+oMV87h4nwH/HizGkjNeADR2ajQU/ekBfLZnDV7YmNgZJE2fg7MV8/hoZIMQvr2cqdFQTNqZsnt8Es5ik4cq53C00B8Hp+eNhYcq51QF5ajRDX82a6Qk4rKHcpgrTnwhiiEOd1lYQZejECNfn9t4jigJeryLwWono6hU0kFsIQsoo70JPdG1WlvcvqCezIfFkCP3HHbuqqN8IoUvL8tuTeGhc7u1VIKeGqlx441vPUGPVWQWYlAKvF2rtcEuNySFt2fKjUK9fU7hfMXxXjUEmXIjRqwMehvKYZ0GJ22Gh3jRp3DRJYklSB5FHO6xdVNYyGKJyT2ljI87nsG6553UJ6DBZbQXT9WP492O7dhlCQvRaCQjquVhvNrShw/6NguhN73Ogf501pFnvObozzpkZUl4tTwsBFAeqZ7BgXxmj/NU/bhyeKof0G96uvD1N9/H2Yp5vL61B8eLfdDrnCijvXhnR5tSHY8PYrRaG+4q8uN3M9VoJd4Vfz+d1o69uUF8dcKMM+ULoruhkYzYRhbx0cgGfH3ahPPVM9hIpnFIUdK99DBLpPfkhiKq01eTWBlE12pPbogl/g8b8amvFIcUddjz1TP4+rQJH41sYGJrymErG0txpnwBX50wY2/u6kSEWokXv5upxl1FfvUkXUOxkBXCOzvalM6wE8eLfXh9aw/OVszj62++jzc9XQkDzhLajafqx7EvL4gD+UE8Uj0jhKGq5WGcE1y/yGBZjwIzs3jrTw+IpKaZzOKDvs14taVPrCf+2+2ysOLNU/XjQmHXZChEJ/UhqARKR9awdXogP4iFrBAeWzeFJ2on4SFeUSDKpi3oSw/AQ5j6fCUdRCiHJfcjVkWgL+az6nVOlNMBzDnCau7scYlh7na5IcJ6kQjxyHjnh29nP0sl6NdkKAn6ehX+uXpAyq2FOBTUSZsZFDQhLD5sr8ZFmxx0U1J4aiS8PWz9pwZ7ZZoptfKYsGq6Uu9zjWRU+Nw69PD7I1YcTnGO8Gaxwqcat7ySskJzVwIrrB3ycgQ/OPo7yUamKn6i2Kcq8LVDgba3qqC5iKEYZ8oXcKps6YqUtXOpBx+NbMB9axeTFqN/emsr3tresYKaOzvbD7sC+OrvKf49WIw5R+gqkrirnaz4MudghYKv/p4q0PJkXHlGNXhrewd+emtr0iLvfWvZ+cuKtZf32Qz6fJwqW8KZ8oW431wjGdFKvHi24XbskJehJjR4otiHgwXBOLSDRkOEzsEOBRkY+X+d1o4usx8H8lkxSu3/jWQK3qyQcKCJ/WyZcqNCI9MxJOUV6j7otHZhkVgrj0VooMTe70RYAEfC3JPRZDhqx2VuX9luTWMBMRQLHjqn7iS2k9XH8dAzyHpIqXMpNVLjhhrfcoLOAitqdIsgm6vicrVmrpJZL0+ocP4YvL2EdmPSzjjJ6vB2ttm6aT+COUxhesQaRC71oNDcgS4zs1rjh0m6qQK+bGY7clyxVuO+0KEcpnDtyw4L8XAl9J/e2orH1k1F+Z4b9PnYkxvCJ+P1eKR6RliE5FIP7ipiqqSxAZON1Amun17nEK9/vnoGQ4rdSSLeuEYyYl9eEH+5eD/e7diO+91ePL1+HOmmClhJDV5u2oXz1TOqSahWa8OxIh8u7K7BRjKdYPMPz2zagrfbb8G/B4sV9IEBksSUet/0dOHr/0VwrMiHRjKFx2t349JZAz4eW49Je0igCFazRtjjIudqginWPZ60h/Dx2HpcOmvA47W70UimcKzIh6//F8Gbnq4IxVoDauRR/HuwGG+335Iw8In8XBvJNC7srsGxIp9qkq7T2nG+egYvN+2CldQg3VSBp9eP4363F+92bMdfLt6PfXnBhBSDURv7rYesQZyvnhEK8XqdQ3D9YrmGOq1drFfeRadGNx6pnsEn4/XYkxsJPWRq74+tm8JPb20Vr88FeXzZbK2Hchhcna/X48U+/PAm9n8uTigbS9EmL6HL7EehuQO51IMRKytqBXOYJ3pskhIJcz/sCmDSzuDwsTB3zvHjCBq1/YEX96jRnSRw+e+YqQT9GgyRoF8O/1w2ll4W/1yvc8BKamJsjxILPEVaKrnM7QmEv+Lh7Uxb4crh7QzZo0MTmVGxDQ0rXE/aQ6oJiclQiAFLAPvyglFikfz51OgW1qRx3XOFJnOuco4JUMa8tmwsxbnKORx2BVR46RRTdgZt524PlzPtcgP+adtOnClfSJC06tFIpvCprxTPbxhJ6oGu0VB0mf34bM8a/GG+Ap1Ufc/+tqZWa0Mn9eEP8xX4bM8aZpmaBAWg1znx/IYRfOorVWgD8Wtcr3PgTPkC/mnbzlXB/WNnHm3Fa1sYdTD2s6Tpc3DYFcC5yrn4JFwyok1ewrnKOUHni/w/76IfLFDjmjMx3X15jKoY16FXClaT9sROBcY0lyJmq0O1PHxVMHe73LAizJ0XtV3m9hWtF/m+E2nryKg46vtOIh56cvFL9j6RPPRUgp4aqcGGR5Kk/1eSpAsSuyH6Y/7/sPL3yPlCzGPskiT9P5IkfS5J0meSJH1fkiRzzGNqJUn6/yRJ+kqSpH+RJOnAFXzWbz1B12ntsJG6KJhqpBAUMRSjyNyJenkCBea2mMokg603kikEc1iX20O8DAarAm/3EK+wiPEQLzLlRtTLExiwBFAvT4ggoIz24r61i3ipaRDBnHCCwsXhfNkhjFjDauQWUxXOVszj510eeKMEdAwood14YeMwfr2rSaib6rR29Cnd83I6ELXhazUW9KUHcKZ8QST6heYOPLZuCnMO5oV+v9ub0FO7Wh7GxVfW4tKDBhwsCOK9ndtQRnuRps/BA24vXm3pUz2sNZIRhwqC+N1M9SqScwN2Uh/+dMiJ5zaMis9i0Ofj3rWLuHTWgGfWj2EjmcYPbxrApX8w4bUtvVHdW7XXTNPnwGVuR396AKfLlvBqSx8+HG5k4pwJDDIAACAASURBVGr78/D5/jx86ivFh8ONeLWlD6fLltCfHoDL3J5Q2Il/t2p5GK9t6cWlfzDhhzcNYCOZxjPrx3DprAH3rl0USSs1uvHchlH8+btZ2El9SQ5Atn43kmn8bqYahwrUE2273IBXW/rwgJtpFZTRXry3cxsOFgRx6UEDLr6yVgTgsZMa3bjfzdTZ5xysc11o7gBPrM+ULzDv9Si+mx7ldAD3lC6jLz0gBA+HrEH8elcTXtg4rCAv2PdK0+fAmxXCz7s8OFsxH7WmR6yM2sHF4niBKpgTwktNg7hv7aKincCCwch7KVNuhId4hfWOh3hVYe7U6IaHeHEgP4hgDusAxqq5G/T5KDC3oV6eQJG5M4IbahCwY06PsZG6K+5WXpt5XSfoN8rZJBL0dFPFqvzPI/nnebRVeAyvxD/ngk2ik5XEIslKalBOB1AjjyKbtiTwNI9Wb6+Why+jGBm/vxjTXEIbpcjcqaKsTuAyt2PWEUKbHN+l1khGuMzt2JMbwpA1qApJrpcncLJkWVUpPN1UgSNrAjha6I9zCtFoCLrMfjxZN6Ek/tGJkpv240eb+xla6zK7mMRQjJeaBvHalt6EKKMusx9/OuTEieJkyTZzQnlnRxsu3mvE3tzV6Y0kWmN2uQHldABt8hJGrEHMOtj+OKIIk5XTAdjlhhU4womnVmvD3twgLt5rxDs72uIcO2Ife6KYncNdSsc4dqbpc/Dall681DSogn5Y+TsvZIXwo839KsJ+ehSZO/Fk3YRSTIhfN0cVipPaumkiMzhZsqxQzuIpE0NW5u7hMrfHXUeDPh9tMnPVcZnb456v1ViU9ci0UeKLWqudrMhfLQ+vqOau1zmRTVtQI4+inA7ASmqS7iWRyB0uTLkSD91G6pBHWy+Dh840ZdJNFakEPTVSQxm3SpL0PyVJuk1KHAT9QJKknIiZEfOYH0iS9LYkSU2SJG2RJOkDSZIei/i/RZKk30mS9KgkSdWSJI1KkvQXSZK8l/lZv+UEnSVl2bQlyl4tkmNqJTWopIOokUfjOH9cvb2T+nAgPyg8zdXg7Q66CWMZjLv7/7P39sFtlPfa8K60Xmn3lmVFluVPRf7+jB3Hcew4So0Tx3GwHdtRHNvxB3b8FVnS7pM3lJycAJlkMskTmocMDEPbvEAmtBk4FCYUCtOeMpChhw7w9ulLYejp20I5ZyilAy0cAiSAzcP1/nHvrj525TghJOSM7pl7Jo5W0mr33vv3df2u6+YcCcWkG5nEp1X9ovtpe1LDeHrlgCaTEg3xVeHtKpRQJT55ZcNGPLVyEKWkV9s0ObMbATet4D60bExjzs0hLTicH8SYM167nEMOacH3S2fQqwRePJeLWz1hnCifwnSGjCfrtivVar3BSeGy8NH/8OLTN3uwJ1fCqxtbNTbxvXn0byOZMJaxYDydVvmpIV7AgWDteLh6DJ/ucyuOI61qjzllfHHciufX9KJOGMUvVvVj/gSPgwZ9aupvtfJe9KRS8rr5H1kx/4Qbn/xzFn7l68G+PAmbbSHUiiNaRVZFPNSKI9hsC2FfnoRf+XrwyT9nYf4JN+Z/ZMXrm9ahJzWcELZo5b046A1h/gSPX6zqR50wiufX9OKL41aMOWXt96wTduLTfW48XD12Uab3UtKLvw7XUuI4A4OZZ2vFqxtbsTdP0tjzX93Yij25Ej59swcf/Q9vAieUQ7U4iCfrtmM6g8rP3eoJaxXF3tQwvl86o1SnIr+VM7sx5qRBNX2NMuQ+tGwM7wytQMAdxRHAWFBKevHUykG8smGjRhClQglVmHt0i4cqO/T0ygH0KMoHKm+DikbJJD4Uk27cnEOfuaEltOcwEcw9pPS3dyRgc08X61EtDqKC9EU5P5SjIlpuLZP4FkzWfPPzWx2gXy+2SetBX6z+eXz/ud1auaj+c1XyKFZezYgIypXAAdfvpdHs7R5bW4JA/uJTtVt+O33GaKATW/1O4bLQLMxgJkNW2N31zNqqfSwjfkP4eiiTKpTo4cgU+n6yYpJC3+OUGLJJMx5aNmYoqyVaivBg1Q7cWzpzydB2tZ/8V76eBIRw9Bp8us+9YBLVZHLgZMUk5h+gdmihCnv8+uDMLqwSxnGifAofhgsx/4Qbc88WYe4HPD4IlOC19vV4prEPjy0fwWPLR/BMYx9ea1+PDwIlmPsBj7lnizD/hBsfhgtxonwKq4TxS2Lx58xuaqce4HGyYnKBpEIkWR59beLvxa98PQv2rSeaPJeLe0spWa3R+tiWJuGhZWM6G8QyFtQLYzhZMWkIZV943QkoI37NHhgpBuTbOjCTESHpja/Cq0kBvz1sYHcWO6l98tjaYtncjXh7DBN4RlXxiGqRfu9ZuA89Wg/9UvrQRUtRsgc9OZLDYIAxdoJ+usB7KpT31Uf93yaGYb5iGCZH+XuWYZgPGYbho445yjDM/3eJ53dNA/R4qaRY2CB1ilR5tTLijwre6QZkNjnhsbVhaImkQWQziU/nOJlNTpQRP2QF3q4eV0i6tL5ZSj5FN/G9eRLONm3BEYWNVCWHC7hptnw8nb5fhTbtypbxp24f9iqEbur55ZAWnKkdxtsDKzHqpFD26Oo5DYYjG7gKZb9PkWFTjdyZ2mGMOWkFNXGPNI9Jl4wvvzqNx5aP4IkVQ7i/YhI8l4tmYQZv9jYZ9osxDId1wk78Y2epAgtbqH/PjTO1w3hnaIXW18aZXThRPoXPj9owkEaroHM/4PFSc6ehNrvZ5ESbOIs/bv4O5p/OwfnbMnDQG9L6tCN9prwWKPJcLgS+AAJfAJ7L1RIjKtydVjdof/1Bbwjnb8vA/NM5+OPm76BNnDW8XqnWcrzU3Im5H/CQsmgF5POjNpwon9KQFNmkGe8MrcCZ2uGLOHccGoUd+MfOUiVpoXfwN4qzeLOX8h3wXC7ur5jEEyuG8NjyEXz51WlMutTkgP567c6mTtCYU8aZ2mHNWXaKdbivfEqDpkd/Xynpjamim01OjDplvD2wEmdqh2McKoEvwN48CX/qpv376jOYSXwYT6drXmVwVhl6jxQEcbZpC/bmSdqzrFbDe1LDKCRdyCQ+jDrpMydn0eRZ/L0wsXbtuFs9YQwtkeCxtcVUwdUgvIz4Nbm1aJUHFV6ol1u7+nvatzxAjx5gvr22SZNZs/LeqEA7kSN6qfrnvNZ/nmdrvSibsto3qkJYC0nXAvJqBC7SgFXCOFYJ4zSpvEgpR6Nnv4z4MeiQtP03PhBxinUYdEgJpalcpAHBTBljTj3pFstYUC0O4g6NuT3296QJtH1nb56+8m4yOTCTIePh6jED6S8eQ0skvLC2+5Il1UysHceLA3ijZ43We2/02QxjTqiEwTC0TewPnc3429gyg+p+gu82OeATpvBicxfmf+rC/AM8fuXr0dReFg6IotcjTRipaha/8vVQRZKfuvBicxd8wtQiq/i0Sv23sWX4Q2fzAtJpHHzCFBjGrFwb/Zp3kya80bMGx4sDl7geKRLihbXdhp9tt1bi4eoxBNx6Znkr78XePAmH84M6iVaVG+WOwlmqex6X/CGWUow5KVrRiExOlQwcdEgGZHGcZq8HHZKh3bmU9Zgu1mvPMw32jfvQRUsRCkmX1gKTiM8iXj1C1UO/2H51aXronBbYW3lvUmYtOZLDYIAxdoI+YhjmfYZh/sgwzA8YhkmPen2CYZj/insPxzDMlwytfDAMw/yI0TtS65Tvi694RA8LQx9QdeYy1yxA5zTHO9/WgQrSF1P9inaKVGhrLIsmB57LRY04hIA7QjKlz3ByGnu7Cm/fKFIG7DphFH47ZW/nzG7NcN1fMYmf1/dDzpK1CuABb0gzGJtIUDsXj60ND1eP4eUbOhSGW6Jt2D0Kk/czjX1a759TrMP+pWED1taIzuykS9aczoPeEO4p2YnxdBqcRXqmY6+nizRQLfFDDhzwhvC/123SCPdeau6kfdIGhtlra8dfh2uVQCtx1dGS4sGvv7MZfx2u1TLeTrEOf/avxvtT5agTRvH6pnX47LCdZsx1OrguTLpo8D53twVHCoLU2CmOt8olEMqUcbZpCw2yf2LH3NkSfPHrZTFz7mwJ5n9ix/nbMnC2aQtCmbG9yyxjgYs04EhBUNOgnXQZyP8wFmwUZ/HZYTte37QOdcIo3p8qx5/9q7U2ANFShL8O1+LX39l8keoDbSn463CtAkPXG/rD+UG81NypEZv973WbcMAbwmeHHJg/wSuOiP458djacKZ2GOPpMu4poezoqnGedBnrzqosxfuXhjUHJt/WgWca+/BmbxN6UsOaQ86yBC3CDF6+oQMPV49psEJLigebSFBz8A94QxoCRc6imuj3V0xqv48zu1EtDsJvD6NOGEW6WI+N4qwGc4+wuccGCanWco3kMeCWUSMOKVU3TjvGkuLR0BOxzk8EhVNB6HMWSeRdC5j7dR+gXwvbZGiX7NZKSoa0iF7LaP1zF2lYsCJl1H++kB6x2moVr3WcSF4tuuIWnfi9VPuo2q2tdjUJFicbqshOzWTIWCfsNCB/E7BKGMfePMkwKOS5XIw6ZRz0hpTgLzb4bxFmcLJikkLf42yq19aOR2tGaX9y3F6fai3X2sMujbWdw9ASCe9NVCboq+aw2RbChQNO7W+jz1gljOOzw3acbdpyEcK1yHW4o3CWSniesuBU5QQlzLwMxvlEk2UJikk3TlVOaN9zR+HsotAFnNmFs01b8Nlh+wLtZ/T/LhxwKgRp+mtXL4zhvYlKJdBe/N7IskRra9LB1RkLxpwyHq0ZVexe7N7eKOzASYX9Pz6IdgjLcdBLuRPir4OaLNmrELzGP0NmkxPrhJ2YSSArqN67rXbJ0O4s/rfTxHM0IiaR3Fo0iWQx6Y6TA4491mxy6vafi/WhW3lvzB63MAkm/R6TyQFLikdJol0Xdik5kuOqDTB6J2iQYZhuhmGqldf+nWGY/4dhGLPy+j6GOkfx432GVicYhmF+yTDMibjXK5Xvq1jgfA4w+h5DXKsAXWVoLyW0x8kp1kX1nxONHKpOGNXJq6kwphZhBjfnSNidTZ2QaMdePc4hLMdWO2Vv35NLNTbdpAnrhJ3YbAshh7TAxNo1KNXP6/vxYNUOTLpoUBKvfV4l9mvkcJ22EF7ZsBH3V0wqGX/63ZYUD+4qDuDdm6qxL0/SAopmgfYUx0MGTawdW+0S7q+YpFDFqOr5qFPG/RWTmMmQjWGVLMGpygl8+dVp7F8axisbNmI8XdaqHC+s7TasZgt8AX7TciMertYz/0ZPS4oHv13fjjd61mifU0H6cP62DPyyYRt8whS+OG7Fs41bdX1uqsSYqjG7Ttip9WbxXC56U8N4Z2gFhQSeceLtgZW4qziANnFW0yWOl1lTdUTbxFncVRzA2wMrMX/Giblni/DO0Ar0poa1dWBi7Vgn7NS0Z1Wpufjr8GzjVnxx3AqfMIVfNmzD+dsyUEH6wDDU4XyjZw1+u759wSDdbHLi4eox/KblRsN+v1RrOV5Y203vo8mB8XQZr2zYiP1Lw/jyq9M4VanXH1bXxkwGXQOjcVX0fFsH7q+YxFa7FLM21PVzvDiAZoVdmedysS9Pwrs3VeOu4kDUb+HgJk24v2ISr2zYiE5bSCOLqxL7dZroB7yULO7Bqh34eT3tn0/hsmBi7cghLdhsoxKGbtKEWnEEe3Lps7fVLsXo0avfzXO58AlT2J1NFQpahJk4OG9Ebq1OGI0iiySasxO/j1w7PfTrOkC/VrbpAGNgl1ItZXTf1NAyiZ1QYimNqS7R9125/nO7tVJrtXKRhgWd9DLi16SZLldeTVUd2WwLKcgns+65saR40CoGMJ0hawoM0Z+RwmVh0EGTaTSBx8ecaw5pwUFvyACBQ997u4f2nsdDkFW98dPLxnVVbpaxYGiJhKdXDlwyMZlTrMO7N1VjOsMYTdQo7MD52zIwkyEnXAvDS2TMP8DjVs/FpdZ4LhdHC4KY/6kL7wytQLMwc1WI40wmB5qFGUpe+lMXjhYELxqosyxleJ9/gP7GRGtqJkPG+dsyNJK0+OsznSHj3ZuqL+vePL1yAENL9FwrbtKE08vGDfXZRUsRDnhDuN2ARFBFDB70hrRWrOhzzSQ+yFkyBh2SHuauKOdMZ1DuBX2fOf2sjeJsRP3gshJl9JlWJRPLiH/B5JyLNGitWBG54CvTh85zuTEooYWr7vTcWZaA53KRaikDc33YpeRIjqs2wOidoPhRqBzXqvz9TQbo36IKOq8Ra1SQPq3/XM0IxssrOYTlMZtdNAP0PkVeLaJjGmvY8m0dCGZSqO2ES4bX1o58Wwc220JaMKAydjKMGWebtuBQfgjTGRTefrQgiOkMqgs94ZLhEJZrRFpHCoL4UzeF6Eay9TyKSTde2bARr2zYSIlQlADp5hwahMQ6PTRAuldhbldhSUcLgrizaBYzGTKeWDFkoDFL37tWmMbH747jr8O1eKTmJpyqnEAKl4UacQhv9KwxJCEzm5x4tIbqk1/MOXh7YCWeaezTKtQTLlmrSh/0hjB/yqJkyGMN5IRLxvxpEW9tbdSIycwmJwYdEj6+JQdzZ0vw+qZ18AlTV6BvmFZSfcIUXt+0DnNnS/DxLTkYdEha0qeQdOGtrY2YPy1iQgcp59AizGD+lAUHlQB0/gSvHEcr/M809uHtgZULngfP5eKFtd14tGbUMOlRJfbjjZ41qBGHkMJl4VTlBB6puQl/Ha7Fx++OJ4Rtpov1eGLFEGYy6Do+WhDU4L/TGTLuLZ2JSRCpzpEa9KoJojphVFuXlOCNXgPO7MKok7ZqHCkIamRxDmE5JhRN9Pjn4VB+CGebtoBhzBpTtZo022wLId/WAa+tHRMues7BTLVPNq4SqOgCT7qoPq5eiYE6NA5huYHcIq2gqn3oKhLn2umhX9cBevy4WrbJ0C7ZLCULEr1F2ltcsFsrNZ4KWo1yL+Ds0mqUypOwmP5z1fEuI/6EjrdabasTRtEkTCCbNF82YaGqOjKQRhPK8a9Hs1lvtUtKQit2/3WTJtycI6EnVR8cmU200nq0IGgAQ6ctMhoLd1z1vJh04/EVw9hqj5d5pMzfz632J2inSjxTuCw809iH48UBw8C6VhzBp/vcBvt25Ho8WLUDnx+1JSTdjN6jT1ZMYu5sCc42bUlgV6/OTBfr8dxqP+bOluCk0pK20PFVYj8+P2rDj6viUQ2RezfhkvHpPrfxumEJjhcH8ExjX0LyPeNJ27SeW+3XMfKzrICtdgmPrxhWbEpsFV1VAYhv6VPh80cLgthsIP+XwmWhJ5WqD1DbFvveVGs5ttqlhOoF6roZSJOiVEQu9R7RwDubNKNJmECdMJoAFRNJ5Kl96C7SsOg+9Eziu2gfOmd2azwb2aQZdmtlFFHcQn3obtgsJWCuD7uUHMlx1QaYiztBDMMwf2cYZqfy728S4h4/rrkOenImZ3Im53+f+d8qQGeYa2ObknYpOZMzOZPzis3rxi4lR3JctQHm4k5QHkNJdrqVv1UinpVRx2xkjIl4UqKOOcJcZyRxyZmcyZmc/73mdeMIgfn22qakXUrO5EzO5Lxi87qxS8mRHN/osDEMU6tMMAzzfyn/Xqq8doxhmNUMw+QzFDr4W4Zh/sRQmJ86fs4wzP/LMEwDwzA+5fVoKZs0hkrZ/IihUjYDDMOcZ647mbXkTM7kTM7/TvNb7QhdL7YpaZeSMzmTMzmv2PxW26XkSI6rNloYQyI25hTDMALDMP/K0J69OYZh/pNhmP+bYZjMuM9wMtTp+YRhmHMMw5xkqAMVPWoYhvk3hmE+ZxjmHYZh/ukyzvUaOUK0F9khLEcZ8aOYdFNd2aieUpWUp1YcodJpMfrnAtKEavSm0v7z6QxV/zyOpZslyCEtkKLk1fJsrfDY2tCTGoZPmNKYNp1iHY4VUjKePbkSgplUVupQfoS9faudStmoBCVP1m3Hb9e3Y52wU+t/UolP3h5YiePFAUpmpWhN31k0qyOHY1mCgFvGXcUBpAnVGrP4Q8vGMJBGyXaohIq+766QdOHcR/+MVzZsxMPVY7ivfEojZftd2wZDWZYacQj/2FlqqIeuzjxbKy4coLJcDEMZ4i8cXILD+UEc9IZwbrcnjnSOx4+rdmD+lAU14hBUeZj5n9jx6sZWRd7nWhsoOomlFK9ubMX8T+ya/E6NOIT5Uxb8uGpHzHVOtZbj3G7KpH84P4gLB5doTOujThkXDjgveh3/sbNUuSaxrzmE5fhd2waNtO6+8ik8XD2GVzZsxLmP/lnp2dc/Nz5hCk+vHMCAoj+rMuanCZT4LeCOZU5WyeJUWT+WsUC0FOG4Qq4XTRDFMhasE3bit+vb8WTddo14ilhKsdUuaWzuh/JDuKOQ9pTvyaUM08cKZ7U+dIEvgE+YQk9qGB5bG/JsrZrcmpQlI4e06PpMObMLZcSP6Qzah96bGqbPg9brR0klM4kPteJIHAkP5axIE6pRTLpRRvxwCMsTsnJ/s/Nb7Qi1MNeHbbIzDAOey10US7HAFxgQxCXo5VTIllSJI4+tjUqyJSJzUohMK0gfKkhfFPeBvv9ctBShSuz/mv3nlO+iRhzCoIP2n+t4VRgLCkmXRpCl14kmqBVHsDdPQpXYr+uXdYp1uNUTxqRLz57Nc7m4JVfCofyQ7nNTuCz8sGwae/P0Up9OsQ6/bNiG6Qw9q/tCv7VNnMV7E5VK73Ls6+liPf5LKogiyYudPmEK8yct6CDBhN+RSXz44n8JeHVj6yXosXNIF+txpnYYc88W4fwfN+GDQAmOFgRRK44ovb9U9YVlBbCsoKlY2K2VqBVHcLQgiA8CJTj/x02Ye7YIj68YVnrdF7ceeC4Xr25sxRf/S1AI/oyP6yBBzJ+0aDJr8XOjOIv/kgoM++yLSTfem6hEmzi76PNiGQumM2T8smGbjmjObHJib56EH5ZNG66dQ/kh3JIrGa65SReV2Yz/TJYVUCX2Y28efRbi7UYKl6URJRaSLt3aM5kcqBVHMOiQUCMOXZIWffR6iO5DrxL7E8gschp3krpfJCYspT3roqVII4pzkYYockv9OaiEb9FEcQJfsCiVC3rNv7V2KTmSIzkMxjUJ0FXCCzdp0qSR4lmZ08V6VIuDGiFUPGFUNmnGmKKdPJAmIZs0xzGcU0enWhzE7Z4wjhQEsYlQaa8qsR9+exgVhBKfsSxBBenDIzU3gWEoE+qeXMpYvTdPwvASyt7uE6hGtsnkQE9qGK+1r8dDy8YUTXAODMPBbq3EifIp/HW4VpGyolre29IkjXwr+lqkWstxonwKgw5JIy+6s2gWu7Opfui9pTM6DVpquAieWjmIT9/oxC25El5rX49S0gsXacDrm9Yp2rmxRoHncvG7tg04UhBMaKQEvgDvT5Urx9BN/+Pv5uF4cQAHvSF8/j0Scz4mlsrZ/GVQ1eUUcFdxAHNnSxJI5XwbJpWcmTtbgruKA2BZAZYUD/4yWIezTVti1pGV9+Lz7xEc9IZwvDiAj7+bpxm+IwVBvD9VbsjYrn7PkYIgfte2wcA55DDokPD6pnVwkQaUkl681r4et+RK+PSNTjy1ctCQLMnKe3Fv6QwO5wexO5uuUZVcZtAh4UT5lI6xXyUz3JYmaRryPalh/HW4FifKp5Q1SddvNmnGQ8vG8Fr7evSkhmEyOcCZXfAJU5CyZAwvoZKGdxZRRQSVUfmRmptQQfrAsgSc2YUK0ge/PYwqsR8u0oBNJIgjBUHc7lFlDWMdJfWZHkiTcKsnjDGnHPVMR4ghVeLIanEQ6WK9TvVBlWykWumJiMK+yfmtDtCvl2FnGAYp5uwF5fJUnV9iKUUm8cUSxC3g5EaTM+WQFm3f0h8fITKtFgdRTLoVgihjpQWHsBz1whjqhbE4m3Upk4doKUKLMINtaZImeRjzXSYH1grTmFES0/Hfw3O58NvD2JUtG8qnrRLGcaxw1kC+ikMh6cJ95VPotIUQT8pVQfrwZN12hYQtlghs0kVluC6FHZxYSvGnbh92Z+slPs0mJ37TciMeXzGse02d8/fx8NvDCT+/jFDytVBmYtbz+O/clS1j/ukczP/rUuzJleLUJC5nUrWZPbkS5v91KeafzsGubHmRhGU8Qpky5s6WoIz4Ex7nt4cxf1/iAO3xFcP4TcuNBt/JY3e2hD91+y4pie4U6/BMYx+Vg40jEKwS+/Fk3XZFASV23XXaQrivfEpJPketH0UOUF2TRnJsu7Jl+O1hnR1lWYIy4sdMhoy1wrRhMstja8O2NKoOQsl5L0dVgeie70SKOsRSimLSjWpxcEHCUtXvyCEtcWSViZOL0URxmYTeN7PJuYCdo3teijkbTNIuJUdyXFfjmgXolhQPskkzKkgf8mytUSy6EUmlWnEEZcSvVa3VDYczu1BMujX98w4SjKu2UYNg5b1oFma0wKBR2IF0sR6Nwo4YeTXO7EKbOItfNmwDw5gx4aL60WrFbzxdRsCtZGhZAoEvwL48atj25UlRASuPCtKHl5o78Vr7eo253G6txD5F4znWSPKoFUc03VX1/Wdqh7EtjbKi+u1hw803h7Rg7vlyvL5pHR6uHsMPy6Y1B+Ol5k6DoJHDmFPGXwbrdEmC6PtysmISb/SsiWEf/e36duoEnLLEMOSyLMHZpi34+JYcLXHxUnMn5u62KEmLq7emLmdmk2bM3W3BS82dWiD68S05ONu0JcbprRL7MX/KAr89jN+uVzXOKbvzGz1rcLJiMqGBtFsr8ZfBOow5ZZ3RFfgCvNjcpTlsPyybxsPVY5SF/vlyHVuueo/89jAeX0HXyJnaYcUZ4jWdXcreG3EIzCYnAm5amab3njLav9a+Hi81d2rvZxiaAIhe2xRhQlBIuhBw02dBRaTsXxpWWJXN+GXDNrSJs3QdRMmtRT9ztyqJsmZBTTpFzlFFxXSQoKaHXky6YwJ5tZpfRvyoFUdipBdVVtw8Ob7P0AAAIABJREFUWysqSB+ySTMNvJIB+vU47AzDLJLB3a0xuGcSH1Kt5VHMxvr3qFWrPFurxp6cSN5IVd7Is7WiRhyC19ZO7ZTuWFphyyQ+NAkTEf3zy1h7LGPR5NU6bSFDWUJLige9qTSJZcRu7RTrEMyk0oiJpK0OeEMKGig6UCLw28M4UT6lQwaZWDumM2TcXbJTJzVJLKV4fMUwdmfrWd0TTw5Slow3e5t0Mm4Mw2F4iYxzuz2GAb8ahN1dshOJgq0y4sf8z7IUDfmLJYkp8/kXv16Gzw7b0SLMXKYk10XuLSugRZjBZ4ft+OLXyxIy0sdfi612CfM/y1ogSOeVa2HWBagMQwPqc7s9ijxb7LUQLUV4s7cJUpb+tYV+x+5s6p/EB/aWFA/uLtmJaQNJ2DxbK06UT1GfJiapxMFFGnBgAcm/UQXFSNeDXq1gzCmjNzVsKLfmEJaj0xaKyK1d5nOp6qE3CRPIJD5DhAzLWGDlvfDa2lEjDiHP1qopqBh9ZgqXpalJ5NlaF0DzqIUtF1Kt5VpCUkVzLIbJnUnapeRIjutqXIMAndOCXI+tTZNFUp0kNXj32tpRJ4wi39YR58zzsKR4UCuOaBJSa4VpJSCNcvgVGbSe1DCOFc5CzqLVBjdpQqsYwEZxVqlyUEjueLqsSUZNZ8g4UhDEHYWzmHTJmMmgzo5TrAPL0ODzx1U78PqmdbTKqBgiVcv8P/vr8WjNqAZvLyN+HC8OYJ0Q61CYTA5MKFJlVt4LE2vHhKIvPZ0h4/EVwwkCXR4HvCF8+dVp7MujVdhGYQd4LlfTQDcyxH/2r1YqnsaGuFGgMjUqvLpVDIBhzLTafC+vQd7V6/tw9RguHHBCtBSBM7vwH30N+CBQsqBW+GLXiCqdVUb8aBNnMeiQMOiQ0CbOooz4oyT5vl6F3pLiwQeBEvxHH5VEES1FuHCA6plHG9VRp4y5e3kFFRC5NoWkC58ftSXQnaW/ZSZDxp/9qw0dUVULnedy0SjQNbUvT8KXX53GAW98FYvObNKMx1cMYzqDrpUJF3WGrLwXB70h+neMk8NjnbATx4sDtOKmwNwfrRnFf/bXx2iom1g7elLDeH3TOvy4ageySTNYxgKnWIdRJ30WJl20/eOIIrfGMFSacDxd1lpGHMJybBRn0SoG4CZNKCN+yFkyjhXOoic1rMm4RZ+jwBdgrTCNm3Mk7M6mkEa6liLPvpX3It/WgTphFF5buxaERzs7FaQPHlublly4uiiOZIB+BYadYRiYTa6FA3RWQAqXhTShGjmkJaaiZBz4UAhqqrU8BlZqLIVk1mxDvq0DNeIQckhLAjlImlT22trhE6ZQSnrj1u3ip4m1w2trx7Y0KSqRpQ84xpwyelLDit2LrUaWET/25EpoFfWSZWpy2QjeLvAF2L80jL15ehhyqrUc91dMYluaXge7WZjBi81dhjD1RJMzu/EffQ2ajGX0a8RSig+CRcreoocG3+6hVfNEVegc0oL5M07tuIVmqrUc747UYP5fUtEszFzWPbv0yaNZmMH8v6Ti3ZEaHeLJaN7uCWP+jNMwaRt9Lehv1l+z6QwZHwSLDCrlVDaV2j/3on9DMenGi81dyjWLemYYC7alSbi/YlL3u3guF3vzJOxfGtYVEFSYu5oUjn0OCVrFAPbkSgpiJBb1IfAF6FESVkYJLbVQsy1NgtfWblj5Xsw9s6R4UEp64ROm4LW1J6iMU7nXHNKCGnEI+bYOzSYafaYq4ai226RayxNA4unx0YihHNKCNKGa+s4X2SfNJheYpF1KjuS4rsY1CdBNrB3EUop8WwfKiB/pYr3mJKnBQzHpRp0wijxba4xTpGYym4UZ7MmVEMqUNU3p+GpAJvFhTOl9HU+XtX7YTlsopv88XazH7Z4wnmnsA8OYIWXRAORwfhCjThmhTBmdtpBWPVkljOOFtd14tnGrrvp4KD+Ed2+qxt48CSaTAybWjs022rMbX5WwWytxZ9GsoidLoVHfL53B3jwJ95TsxEGvXhtU/Z7zt2Vg/gk3jhcH8GTddvBcLpqECbzWvh5pQrWhgf6zf7UhXF69Xu8MrcDh/KBm9M7flgGGMeOtrY14fMVwDIphb56E+Qd4Lcnx9sBKvDO0QscDcCkG0E2acKSA9nqfey+Aj98ZxfxPXbhwwIm/T5fh79NluHDAifmfuvDxO6M4914AFw4uwZGCoEElafGTM7vwztAKvD2wUgsu5x/gsTcvUn1hGQseXzGMt7Y2gmHMOH9bhuYcH84P4p2hFQkhrVbeiz/7Vxs6nGlCNV5rX48mYQI8l4sn67bjeHEA80+4cf62DMP7ZTY5cdAbwj0lO7E3T8L3S2c06O1WO4Wfx6Mk8mytuKNwFpttIZhYO0wmB/bmSXj3pmocyg/pUCDPNm7FC2u7KQxWqQp02kIIKZW5w/k0gUUrL2Y809iH2z1hWqGI6kPvtIU03ofxdPosjjllZBKfroqSwmWhRhxCSOltbxZm4iqR1PnJs7WiThhFMenWkmCqs5Mu1qOM+JFv6wCxlF6RJM6lzWSAfgWGEqA7L1IZutSeTLpGHMJy5Ns6kG/rgFOsSxDQ089PtZajlPSiRhyKCuaNq2alpBdrhWl4bG2K837p605ty1L7z/W8KgI8tjbMZERaruL3hnXCTi2YiQ9W1H2AVoljn798W4cGb48PguqFMTxZtx0eW5vufO4onMV95VOXFOC1ibN4o2eNAdKLtg792b/a0JYUki7MP5B4nxctRZi7h8f3Sy8WbHPw28P49I1O/Ly+/zKDtq83TawdP6/vx6dvdCpQ/YXWC/1Nc/fwBoneyJx/gDfkL+HMLvzZvzqmdU2dAl+AN3rWKL3oi12nbtxXPoU7Cmd1wafH1oYn67brWtxYVtBg7ir/S+Q1ghZhJspPik1KqUmndcJOnU+ktmDNZFAfL/58OLNL60OPtFdd6v3iwJnd8NjasFaYRinpTYimUYPuGnEIpaQXqdbyBIliGnA7xTptP3IIyxMmDC+Hc0NFGtFrlrRLyZEc19O4NgF6FKFTPEEcyxKNIK5GHFJ6SaNgrgqhW6cthH15EsbTZeTbOnRwI5PJgWLSDVkJtntSw1olrzdV7YN1g2UJSkkvTpRPKf1uZq3//FZPGKNOCuldJYxrAfeoU8YfOptxb+mMEgzT/t0c0oKf1/fjzd4mtCnkXQJfgJtzJMhZclxlmUedMIoHq3bAa2vXyLweXzGMgTQJT60cxFph2mDT5bDZFsKFuXtxpnYYv13fjp7UMDizCw9Xj2FXth42l2otxztDKxS4n/F9GUiT8PbASqVHWcCvfD14fk0vGMaMv40ti6nIDi+RMf8vqXCRBrCsgJeaO/HyDR2XBQsU+AI8t9qPj98dx/yPrDhaEESerXURgRVN9OTZWnG0IIj5H1nx8bvjeG61f4Ge8MSTZQW8fEMHXmruBMsKcJEGzP9LqgILjKypv40tA8OY8fyaXvzK16Nkp514e2AlBtISX9+tdgnvDK0wqJbw2JUt4+HqMXBmF3pSKYz+TO0wLszdi822kOEaWCtM46mVgxhQWiFU8kGvrR0PVu1AnTAasw4sKR7IWTJuzlFg64wFbeIs3uxtws/r+5XKDF3HaUI17i2dwR86mzHqlLWAfpUwDimLBui3esJaHzrDmPH4imGcKKfVQ9qH7ka1OIje1LCGXOlJDeMOBc1STLrjqvwUJpxv68B4Oq2kdNpCGvFctPPjJk2oEYc0ojiVuyLxvpIM0K+zYWcYBiZ2yQJwVF5DjaSL9cghLUgX6zUkUqIKVAqXhXSxHoWkC15bexTRoDFBnEr4pHKhGB3LsoIGf/UJU3CTpstcd/pqX3zSz2xyol4Yw0wGfYaMqokqHDieJJRlCZoFyl8RHwSpvBQReHusLb05h5J/xQc3dmslXljbrRC5Le73cmY3ftNyI4aW6OHnHlsbzu93KW06+vd9GC7EQW/I8HNTuCxcOODEqcoJLBScc2YX3traiPnT4reiFSubNGP+R1a8tbXxIsEjj1OVE7hwwKlrXVDnQW8IH4YLDZMlteIIzu936ZIsDMNhaImE37TceAlJFg4bxVm8sLZblwzmzC78sIwioeL3eBXmrvLzxL92OJ+2QMWve4ewXGvbMEKNFJNuzGTIqBfGdAE8y5KLoFIW93tNJgfcpAk+YSrSxmJEFKfwUVSJ/QsSS6rH2q2V8NraUUi6kC7WJ0DpRI5PvOcZr3mWscDELgGTtEvJkRzX1bgGAXpspauQdEXBlanT5RTrUC0OolocjGLBjGxQ2aQZ2xQyqYE0ybAax5ndqBNGsS+PMtK2CDNIF+tRJ4zCbw8j39ZBA26FcOdM7TBOVkyCYcxa//nNOVJc/zmFVB70hvCnbh/krEiPH8tQJtXf39iC59f0wmtrB8Pwusqleo5qoK+SwJlYO2YyZJysmMSoU8YjNTcZsrCzLMGvfD049/cwbsmV8PINHUgTquG1teONnjWGELgJF+31SwQ957lcfBAo0eBqzcIM5u62KEGeOSYjb+W9mH/CrcD1OUoId7fFsPdtoclzuXhq5SDOffhd/Ly+X2GZ/XpkPOliPX5e349zH34XT60cvATWXuWemByYu9uCu4oDYBgO64SdmH/CHVPFVq9FnTCKubstMdfsg0BJwu+0pHjwZm+T1rMdPXNIC97oWQOvrR1pQjVevqEDt+RKOPf3sJIE0FfmHcJyPFJzE0addM3MZERg7veWzmiBdfR6i0Vy8PDa2vH8ml78/sYW+IQpLRhK4bIgZ8n4U7cPB70hjVk2ug/95hxJ60NnGDNOVkziTO2wRtRjMjmQb+uA3x5GnTCKdLEeLcIMDuXTxFqdMKqrMqqoF5UoblsM+SOn3SPd/hC1d6Ray1FIunTInKu3vyUD9Csw7AzDgGXTFrh3kWqSizQsjsFd6Sl3kyYNUhohfdNXt9RKWLU4iArSF1UJ0+/JKoFUo7DjaxHEpQnV2ESC6EkN0wRoHAkXz+WiTaQoFNpDzse8302aIGfJ2Jamh6lzZjdGnTJ2Z0u6KizP5WJPLoUfx9sJu7VSa7uKr8ivFabxbONWQ1uVaDYJE3hvotKw5eehZWMKB4g+8NmbJ+GjXUsTBJEcnlvtx1+HaxeshptMDnz+PYK/DNZ9DbTXlZ+c2YW/DNbh8++RBW2pibXjr8O1eG6133CNc2Y3Ptq1NAb9FVmnAs42bcFDy/TkraKlCO9NVKJJmFj0OTuE5Xi2catBIYHX2q/ig3dLigf7l4axx4DNXbQUYXe2hFGnrLvHPJeLbWm00KFHy/FwkQaMOWW0ibPK58aSGLpIA3pSw9ik8BV9HaK4RmHHgkSQKvKmgvShWhxcoI2G05CTasuNmzQl7Fk3Qg25SMOimNzpXpq0S8mRHNfTuOoButorqlazvbb2GAZ3NUupr5DRDUqtso05KUGcSqRjRBC3TtgZExC4SIMm/+QmTZTdkqNEMr9s2IY7iyjE63B+EMcUGanpDCotpZKLpAnVOL1sHK+1r0dnVNBtNjkxni7jnaEVOFE+pWVXm4QJHC8OKORqkQ1U4As0Jm4Ta4fAF+Cekp3YlyfhgDeE/UvDCQlf5p9w4+NbcnBPyU7cUTgLk8kBOUvGr3w9OueEZQlea1+vVNaNs8bTGTL+sbNUY5x/b6ISB7wh/GJVv3bd1ev6wtpuJZFBJXLmzpZcYhWC9rJ/8vZ2/KGzOSFh3deZdmsl/tDZjE/e3q70zS/eGGeTZsydLdGkZ05WTOKFtd1Rn0GvxS9W9WP/0jDem6jUmNH/sbNU68k2Mq67smW81r5eZ9RNrB2/8vVAzqK943cUzuKekp34+JYczD/hTkiUtH9pGAe8dH3fU7KTGmrWrikAxCIJeFSJ/TheHECTMKFV/U6UT+GdoRUYT48QGJpYOzptIbzWvh6nl41r8n/pYj3GnPSZCGbSfnLaEmHGnUWUZHGrXVJ64ohWNfcJU3CRhpiE2TphpyFRnEroszdPwphTj44xQthEo29ESxG8tnatap+IAOybm8kA/QoMGqAzqQs8uxQeKlqK4CZNyCbNcAjLF+zHVIkEoxncF+oPTeGykE2aNaiq8bGRyprquNNA/tLRRCxjQSbxoTc1jDZxVukXjg2IU63l2GqX4LeHlQA3tpJYQfq09pB4W2C3VmJPrqSpOUS/5iZNuLd0RlMTif7OWnEET9Zt11W1WZZg/9IwjhYEFw0RZ1kBDy0bw8PVY7p7a+W9CavnqdZyzN1tSQjDriB9mP+pa0F7YjI58EGgBM+v6f0aJHD0ftutlSgkXRqrdyHpomiMr4HYYVkBz6/pxQeBkgWDdLu1EvM/dSntdfrX28RZzN1tMextV6voRq0FD1eP4aFlY4u+NibWjqMFQexfGl8NN8etmdgk7KBDwr2lM0qgHXmPqnazJ1fS3UcTa9faGqlaSCxyRLQUwW8PY6tdZd6PTRgQSynaxFn0poZpQedyiOJYAanWci0Rlwgpo7Z4qa0x2aQ5YVVcPVbP5J5IhYIWiRzCcmSTZrgJJVlcWFKUV/bSpF1KjuS4nsY1CdB5LjeGwT0ic0OrFjmkBbXiCEpJb5zeJO1TrRL7EXDLuEXpSYp3ZKIJ4lRIbRnxI5P40CoG0EGCSuBPg5RQpoznVvs1UpmjBVQSatJFAxHVGVIhxGebtuD5Nb2oFge1jd7Ke3G0IIh3b6rGrmwZnNkFs8mJQQcNlmJ1SCmc6/6KSWwiQbCMBfm2Djy2fATDS2ScXjauaLvqM65+exhffPkAHqzagRebu+ATpsBzuXh+TS9kAybWHNKC96fKDXVQGYZm3D8IlCgs4xTqfn6/C2uFacyfijVibeIs5n9CWe+JpRTzP8taUOZGb4wI/qOvAXNnS1AtDurO9cpODtXiIObOUgK4S6lo+e1hzP8sC8RSCs7swvxP7DrHcP6UBWuFaZzf79Kg7WNOGR8EShLCBNPFerw/ZcTOzkHOkvH8ml7wXC58whRebO7Cg1U78MWXDyToT+SxiQRxetk4hpfIeGz5CPJtHWAZCzaRIO6vmNRBVdPFehzOD2LQQR10zuzCrmwZ795UjaMFQQ0pwDIWVIuDONu0BWebtmgtGKoTFMykRHFHCoI4WkAD9Ns9YTy32o9Qpqwlp+zWSnSQIFrFADKJTyOKU1tOjIjiiKUU64SduCWXMrlXif0x/BKq3nQp6UWtOIIc0hLhr1Bka6KZ3BNXI76pmQzQr8C4aICuMhobSqwtUH2Kd4YTMf2rZKUqg3sh6UpwLKfZLJ8whRpxSJd4upT9sZB0YSBN0vb1+EqgyqtipH9uMjnQLFAOE5UMMvrZyrd14EhBEI3CDl1lvl4Yw8mKSV1rDMsKGE+nNik+aCKWUjy9cuCS4O3pYj3+NrZMqbrGvjbqlPHqxlaDvZrDvaUzeLO3yTBwMZkcuHDAuaAtUnlS3p8qv4z9gEcOacGpygnMnS3Bl1+dxrmPb8cX/1aJ+R9ZMf8jK774t0qc+/h2fPnVacydLcGpyglln7+0dcAyFrw/Va7xoSQ6zm8P48IBp2Egz7IC3uylCRd98Ejw6sbWGMJXda4VpvG3sWUJfQWjZ2qjOIunVw7oyOfs1kqcXjaO8XRZVzypE0ZxsmJS36POWNAo7MCRgqDSox7r05URP/bmKcknA6b3VjEQ4TcxQJ74hCkMpEmaGs+lPp9q4adGHIJPmIqyPXpOCkuKB4WkS2Nyv9g+o08aJkYBGUmtJVauoOedDNCTIzmuv3H1A3QDOSTViVar6/EM7tEkUVbei1XCOOQsGbuyZTQKO3SMuWoP8fASSko16ZLhtbVrBHGtYkCrhrhIAw56Q3hutV+pMptxrHAWB70hjCn9561iQOtXbxR24NWNrXho2ZiSAaabqIs04EwtJRHrIEEtM3pzjgQpK5Yxl2UoNPpU5QQ1FowFHSSIR2tGsS1NwtMrB3SEcurv+sUqCuFWtc9VKNWbvU2KUYs1oDfnSHi0ZjShse9NDeOjXUuRwmXBbHLiw3AhpCwZr29ap0H+GYZC8L44bsWEon367x03KD3qi3NAeC4XFw4uwWvt6xepAXtlptnkxGvt63Hh4JJLgLzzeH5NL/694wawjIVK8By3xkAiT1ZM4vVN6yBlyfgwXAizifYFfrRrKXpTjR1FlhXwaM0obs7Rww/zbR14s7dJg9KqmujnPvwufrGq3/D+5dla8fTKAWxLo/e4Q0n2FJIunKqcoL18UUab53IhRfehswI6SBBvbW3EmdphBTJL142bNOGhZWN4dWMrdeiVvvJWMQApi6JKDnpDOFZIExe7smmS66Ai36Su/1YxoBHFeW3tmHTRZ3J4iawdF33dLSkeNAo7sCtbhqxwP0QHPCohVzSTe7QCRHzyL3E14puayQD9CgzFLom650Rdn2qAbrdWIpP4FiWxpsJJ82ytF4WTxjO4e2xtCRncU7gs5Ns64BOmUEH6lH3mMhjcTQ7UiEMYdEioEYcMCOIIikk3pjNk1AmjuiCF53Kx1S5hV7YcY5vU3+MTpnDMgISLZSwYSKNVzcgeEPnMO4tmcbsnrNu3a8QhvNTcqXtP4klVK/7U7dPtxSaTA2/0rFH012PfZ7dWYu4HEQWN+Hm7hwarC2lBP1m3HZ9/j1yS7TGxdgQzZXz+8gqc+3sYL6yl2tYRVA4X8x2q/1ItDuKFtd049/cwPn95BYKZesmxhabZ5MTn3yN4sm57gvVP79mFA4mZ6uuFMcz9gDdEFHTaQnijZ43h+vlTt89QBSbRdJEGvNTciRpxSPcbbld4SuLvtYs04N7SGQzoFAFo4eJY4SxtuYqrkrtJE3Zly9hq18PjTSYH6oRRTGvcDLEBOGd2xTxbl9qSRycPnstFBemDT6BEdwvtCR5b20WZ3OPbbvJsrQu03eil1jKJT5Facxmsyci1o3tp0i4lR3JcT+MqB+hcDAy1gvQpJHDuGIm1QtK1IIN7izCDm3MiFbb4XlYTa4fH1oaAmwYD25Q+9ULShZ7UMJqECQ2GW0i68MOyafxiVb8iQWbWCOKGl9AAvVYcgYm1axAstTc3AhPjUCMO4ZUNG/HyDR0oJTRwzSbNOFoQ1BGimEwOzGTQc1MlyvblSTheTIOfh5aNGZLApFrLMX9axPn9LtxTshMPLRuDyeTArZ4wnl45oHM+UrgsvNGzBquEccP7YTI58O5IDQJu+rtHnVR7dhMJYu4ePqr3msN95VN4a2sjWMaCmQwZc/fwi3Z28myt+OQtf0Jyn6sxD3hD+OQtv2Hiw2iaTU7M3cNjJoMmJN7a2oj7yqe0dWblvZi7h1axz+32aBWJgFvGuyM1CR2AVcI43uhZo7u/ZpMTT68cwK0e2trw0LIx3FOyE+f3uzB/WjSEK6ZwWXho2RikLBnHiwPYlydpUnF3Fs3SvvSo81CJoI4WBJW2BB6lpBcv39CBVzZsVJws+vsEvkDjWlAhsSbWjlpxBFKWjOElEaI4hjFjJkPGL1b144dl01qFIoXLQpMwgZ7UMApJFzIJ/aw7i2YRcFPG3VjHlXJHqAiZm3MktFyEyT26sqlWF1ykARWkL6595moRxSUD9CswLh6gR0msRVeSFpRYMyBkMpZKMmvBfDHp1iTWFmJwLyN+rBXo2jc67uKTrn21ypdv6zAkiFsljGMmQ1Zej3X47dZKzCgtWfEQZs5MkT4HvCFdtdNscuJWD5VXi9+XskkzztQO6xBdLGOBlCXjTO3wooMds8mJ37TcqBBLxl6fRmEHPvmnbMO+8PsrJvG7tg2GAbiLUEQW5Xwx/t6jBUHMnxYX3XPOMhbsypbx5Ven8bu2DQba24u/p06xDr9r24AvvzqNXdnyoqv3nJnu+ypCyWh6be2YO1timCBhGQt+17YB90cl2aM/+5N/yjaQBuWwJ5eSxS3WtptMDpypHYaUFf/beHSQIM7U6qViU7gs7M2jPCPx30MspTjgDWEgTdLdL4EvwJgi9RmfeGBZAfm2Dsxk0KSuEVFcvq1DQ6dcnsoCRcsUki6sFaZRRvwLMrmrUmvFpDsq6I7/TCrRuDjiSnp8tNSaihy6mNRaMkBPjuS4/sZVD9CNiJxUpyq6d6dWHEE2aY5xoNQe1U0kiL15EiZclLwtnsHdbHKijPixO1vCscJZdJAgXKQBVWI//PYwasURLeCoF2g/3JnaYUy6IgH6zTmUrCTgjjhDPJeL3dkS/rj5O5jOkDUDwjIWdNpCeGtrIx5bPqIYdB614giOFwd0sEEr78WRgiDkLNr3q2rM7sqmQfuh/HiZGzqbhAl8/OlhPLVyEM+v6cWki5LUnW3aglCmPutdIw7h/anyhJXjGnEInx1yaC0C701UYle2jD9u/o4WeDGM0vP2sywt8Jp/wq3TP00008V6fPKWXzm/q7HGEs9QpoxP3vIvGsLXLMxg/gm3lsiZ/1lWjGNwZ9Es/rj5O9iVLeO9iUqoEO3PDjl0FQV18lwu3p8qN3idQyhTxtmmLUjhsjDpopD3p1YO4uNPDxuS97CsgEP5IdxZNItd2bKmPWs2OSFnUQh6rEwbhRceLw4ovYE8nGIdHls+gre2NlJ5JcXZ4MwuTGfQtbA7W9KI4vJtHQi4KZuuShTHMGZMuqiz/nA17clUE1q14gj89jCqxH64SAM6COV32J1NYbixjhTlmCgkXZhwUY6JTSQYxzFBHZps0qy1wUSqE9R5MSagTAbo19FQ7JI1wX1L3Iu5kMSayvK/GEkjNZgvI35Ui4NwkyadnVH3ftFShCqxHz5hiiadLpPB3ZLiQasYgN+u9MnG2QAVxjvpMiKI45BNmrE7W1JUPWLbbAS+AHIWRaXEvyZainBPyU6D/nMePmEKT9Zt10l3cWY3HqzagVs94QTXWz89tja8P1VuIAPG45GamxQVldjrphJ36oNJ+ptfWNuNs01bEl7vUtL5c0GSAAAgAElEQVSLT97evmieFGIpxdzdFsz/1HVJxHcXmw5hOeZ/6sLc3RYDLXLjmU0ojwpN+BuvmedW+xWOFP3vbxR2JCBw5fD4imE8UnOT7t4Vki68P1VuwPSeaPK41RPGg1U7dOuqkHThybrt8AlTMd+j9qHfU7JTRxTImd3aOtUnmdzoSQ1jd7ak3M/YPnMXacCky7j9g2UFZBIf/PYwWsWAgrq8PCZ3j60NPmEKVWJ/lMxn7HFmkxNu0oRqcRBlxB8VdOuvX7z0Y7SqkdHxJpPjkrg36P9ZwSTtUnIkx3U1rn6AHiWFVEb8URIUvFa1iCaAiieIcpEG9KaGsS9PwvASGTmkxbAKpxJSHS0I6hjcS0kvTCztpW4TZ/HUykH8uGqHxrB9TNF3Hk+XMeGicEGWoaQrdxbN4rX29QqMnTozKhTu3ZEaHCuc1bKqm5RgJB5S6CZNuK98CpsVvVm1/3xoiYRHam7CoENfYWAYDge9Icz9n1O43RPG65vWaTBeFRodf/yh/JDC9mpcUTq9bBxPrRwEw1A987m7qcb7/ClLjJb6/RWT+P2NtJ9uII1qZy/GKUvhsjB3tuSaVs7j50FvCHNnSxLK1MQbw3dvqlZ6zHn8/saWmIpEmlCN+VP0ms3dbVEcOh5PrRzE6WXjCYwlj+dW+3EoXy+fprYqqO0fr29ah9s9Ycz9n1PKNdSviUEHXTNDS6RIHzorYLOiNxtLxBOBEKrcB1bei2OFs3h3pCYGismyBB0kiNfa1+POollKfMVY4CaUiX48naJLVIj7hEvGj6t24KmVg2gTZ8GZXTCxdpSSXh2T+9GCYEImdxNrRw5pwfASKrXWq7JZxxFFRhNJRqoTvCaNVUb810hqLRmgX4GxiAA9AZtxQrkhveZwmlBtGHSrdipaYi1drE8osWa3VqJWHEGTMBGlOnCp64Ym9zptIY34NP53iJYi9KRS6U8jIqwK0oe9eRJVUoizieliPfYvDWNoiZ4ELps042TFpJIEjG0Vm3BRNu74oNJFGvD8ml6l/3wxv4/DpEvG729s0VVGrbwXH+1aapj0rRNG8dGupYbX1E2aMPd8Yn4VhuEx/wCvMJpf/BxrxCF8cuEOnKyY/EbaYlhWwMmKSXxy4Y6ECdz4uSdXUnTfje1tuliPuefLdYRrDEP30o92LdXUWKJnszCDc7s9cQlcmpj9/Y0tSrFicXvmRnEWz6/p1VXyiaUUDyp+VXwrU5MwgZMVk7pAm2UJhpZQNQF6X2Ntw1phGnvzJMXf0RMojjpl9KSGDRQCeI2AtNMWMiBgXNxUVYSahAnUiiMal1H8WjexdqSL9YuSWjObnDGJQ6dYtwASiNdIhRerXpEM0JMjOa7PcZUDdOokOYTlKCW9KCW9UZlFXqtaVIn9cRJrnLbp5ZAWDDooPGqrXYpz3ulmpBKCHPCGcCg/hFXCeAyDu8fWpjl429IkPNPYh++XzmgM3HcUUnjwpEvGoEPSyKwyiQ+nl43jxWYKwY+uNqoEcaFMWavOj6fL2L80HAdPpnD4B6t2KEaaR4swg8eWj2j950YGVe37/uzVtdibJ+HF5i6IliL0pobxu7YNOkOr9l4nYhXnuVx88k/ZGlnP7mwJv1jVjxPlU3j5hliClvnHHApzKsEXd1lRRvyLuNcc3p8qx4vNXQmMxrWaHF5splWCxZxXGfHji7usYFlCmYIfi65G8Hj5hg6cKJ/CL1b1Y3c2dQTXCtP45J+yEyIXpjNkw158K+/FKxs2oldxMF5s7sLePAmfvbpW64eP/6w6YVTrQ39s+QhahBkwDB+3xiK/M9Vajv1LwxhPl7UqdygzQhQXjQqpE0bxYnMXTi8b14h37NZKDDokTLoo1PAOJUCfzpDx/dIZPNPYp0k8sSyBx9YWw+S+ShjHofwQDnhDxkRYShJuq50+44MOKSoJp+wDUVJrVWK/4R6i7i8OYflFGG6v9EwG6FdgKHaJT/CM0gDdkuLR9IBdpOGiGuiqvGcMlHQBpznewV6MxJreHi1usgxN8MUyuMeel0NYjkEHZWGPl0JTFUP25kmoEvt1cONC0oWjBZSwMf61GnEI95VPKTDxyHdyZjcO5wdxKD+kQ7qsEqgdXGyllWUJnl45oCBuYp/FZmEGH+1aaiADyuGplYMJA+zHlo8otsp4H28VA/jiuHVRwXabOIsvvzpt2AN/pWenLYQvvzqdkJE+/r5+cdyKVjGQ4BgOL99AE/xGr+/Nk5QkfOw1sqR4EiRFeNxZRInfFruOPbY2vNjcpbTSxSIZD+WHcKQgGFdd5+C1teO+8inNB4p+DlrFAI4WBBWkRexrVWI/9uZJmhJJ/G/aliZh0CEZoB+4GCZ3h7D8MpncqX1ajNRafIJvoWSgvvUmkTxoRAtdDdDTxXqFaHmhAJ0Hk7RLyZEc19W46gF6tAZ6bG9OpPpVIw6hSuyn1a8oxzxaYm1ftMRanMMhWoqwUZzFkYIgbveENYjiOmEnOm0hRWKNskEH3JTc6mhBUOvFPlIQxISLwts320Iay3wF6cMzjX14sm674phE+nUfrh7Df/bXU5gwK4Azu7EnV0IwU46p1kZXN1Wd25kMGfeVT2FCgQkbVQQ4sxvzjznw0a6luK98Cj8so3rT3y+dwQ/LpnXGKs/Win/sLE0I7WsVAzi326NVOj8MF2KtMI25uy06mZt3R2rAMDwGHRI+P2pLYARi56hTxvnbMq4yg/YijSxjwfnbMgyZbI2M2+dHbQqqgVeuReT1WnEEc3dTRvcPw4UaMuPcbk9CpyqbNOMfO0t1/fAsK+CHZdP4fillqf1h2TTuK5/CR7uWYv4xhyE7fLpYjzO1w5hw0TWk9sy7SEMMSkM9PoXLQjBTxp5cSSE+FNBpC+E/++vxcPVYDK+Cx9aGJ+u245nGPk3axpLiwWZbCAE3RZccUXokA24ZRwuCeG61HwG3rKkvuEkTOm1UVk2F/N3uCeNIQRAbxVml0hHrhKmVjn2GUmvUQUkTqlEl9qNGHDJE4agInauvhZ4M0K/AiArQje2I6qSqAfrFnFSVnyBeA904oKc9pPEQ1UQM4jqH/TIlnFSOhrXCtCEEN5s0YzxdRgcJ6qrQJtaODhLEzTmSjj2cZQU0CjtwrHBWkfuMJY/bbAtpKJnoz1SZuIeXxPYXqzbriRVDBkG18Uy1luPdm6oNoOo8Hq0ZVbS5Y++3wBdg7ge8If8Gw5gx92xRQvtmNjnxxa+XIZP4LnpuNeIQPv7k4CWQ3X396SIN+PiTg4uqpGcSH7749bKEfeHZpBlzzxYlvO5zP+ANZdUeWjaGR2ti2+8YhkLj372pOuF1j5+WFA+eWDGk2Z7odaKq0sT3jKtoxHj7xDAcqsR+HCucVchJYyvvOaQFN+dIMRK36uTMLnSQIMbTZYN1QVtI1grTGifR5UohxifkEjHpx7fIGHNTUHsWr4V+MTWK6ORkulgflZxMvGcySbuUHMlxXY1rEKC7NQ30QtKl00BPF+tRK46gjPgVPdkItJUzu1FKejGdQQP0NjECvY3+jmiJtT25EkpJLzKJDxvF2Zie1jShGnvzJJxt2oL9S8OQsmjAdiifMriHMmMZ3H0CrS6frJiMIo6hRDBnm7bg9ze2oF4Y0/oSD+WHsC1NijEkKkHcscJZDZJ5KD+Ew/m0r/5E+ZSh05Mu1uPcB7vwbONWPLfaj0kXrdS/2NylBJqxG/+AQmaXiBgnYpwp7HnuB5TU5fP/mRplcOhn9qSGwTIWfHxLjtanv9DkuVx88vb2GJj8t22mCdX45O3ti2J2n3TJ+PiWHLCMBT0aQzun3c/P/2cqOkgQcz/gtXaGiNOp/zzO7MKfun2aPFu08R11ynixmfIqTLpo8ujZxq0498Euw8SNJcWDE+VT2JsnadUuFQJ3rFBPFGdi7diWRrXI1f65emEMv7+xBWebtujW9cmKSbx8Q4fCqhthcg9lUjIqCtU3Q8qiaJGzTVuwN0+i2ulRnBEbxVlkEh9KSS/25EoxUmvxAXqqtRxt4iz25UmYzpBRSnpjoPAsS5BqLUcZ8aNWHKHw4zgtdJXjQnV2kgH6dTUuHqCbHJcE81QZtjOJD8WkG3m21gUIBPUa6Kp0YPzzajY5YyCvenu0uKmiTQbSJNQLY4bJuELShekMGS0GMlOc2YVBh4RQpqxUD2OhwZ02WsmMl3g0mRyaPY1v+/Ha2vHEiiGlh5iLec9dxQEcK5xdNJy/XhjD38aW6QI1zuzG36fLFBK62PdsIsEFk7wfBIsSrpFd2TI+O3xx7gliKcUnF+4wUED55me+rQOfXLhjET3pHD47bNdUZoyeB3otDNaVkozeZHB9O0gQf58u0601u7USfxtblpA1P36aWDuOFc7iruJA3Lrk4BOm8MSKIR2JXwqXpe3v8Ws5h7TgSEHQIAjn4BCWI5RJkY26JJXJgRaBIiH1PAd0rdULYxhIkzQU5aXeM9U+Rbe0GHJTKBK+F9dCjxAn59laUUy6kUl8UUoB+rWQsL0nYd+6GckAPTmS4/obVzVAj3aSKkhfREYtiuDJRRo08qdYp4jTJEwCblnTw6SZ4VgH3ynWYSCNEsTtyqYSazmkRdNkpoE/re4dzg/i2catuCVX0iDKB7whjCoSa43CDg2yvtkWwmvt63FH4WxUjxOtNP6ubQNebO7S9DvTxXrcWTSLdcLOGMeO53JxuyesVDBd4Mxu3Fc+hV3ZMu4qDmD/0rBhRrZeGMOXX53GscJZTfpK4AvwRs8aRVM8djO+r3wKD1btMNywWcaCDwIlmlO0O1vCm71NOFM7rEDlIkzlqjHNJD7MnS1ZVED71MpB/KFzcaQ813L+obNZgf8tfBzP5WLubIlmOKOvDcNweGz5CM7UDuPN3iZtDXWQID4IlCQwsjwerNqhsMLH3p9qcRBv9KyBwBdokn7HCin80shhMpkc2L80jLuKA9iVTavonNkNzuzCnlwJt3vCsRJ/rIB1wk7cWTSrBPxUH/nF5i78rm1DDDJEtBThjkLKubBZcZbMJicahR2QsihR3AGFX2B3toRbciU827gVRwqCGkol1VqOVjGADkKDA6+tHbuyaYJqIE2CU6zTJdgEvkDTcw64ZU3aKBKgR5yfWnEELtIQQzSpyrBVkL6LODvfxEwG6FdgLCpAV4mSckgLHMJyjcjQMEBXSD6N9Yb1n89zuRoLs5ZITsDWnGdrhU+YQrU4qEOELHaaTA4Uk24MOiRUi4OG1dIqsV9jqY4/b0uKB5MuimrRE2+5MLxExu2esC5pynO52JdHW1big+0mYQJP1m3XBa9W3osnVgwpydrF/VY5S8ZvWm7UfUeerRXn9xsRslF4+8PVRkEivb8TCZLFLEsw/3SO0u6T+JxYxoK5uy0xcqJXe56smMTc3ZaL7k8twgzmn85JGFRGroV+7T9cPWYIc3cIy3F+v0uH5DKxdvym5UbIWYslduUx6aKIivhWu3xbB56s264jOTWxdky6aGIo3qdIE6pxu6KiEx+Ei5YiTLho+6G+zYNoKgcUKRJ7nmaTE9XiIAYdEopJ92VLrYmWIlSLg/AJU8iztSZUd1ATxaoKRCL5RZYlEPgC5JAWFJPuiPSwYYWf0/Yyh7AcOaRlEQSZZiQD9ORIjutvXPUAPVqn2Gtr1+DjKvw9k/hQK46gmHRTBypKXsmS4kGdMAopS8YtuVJCDXQ3acKokzKiBzNlTYN5sy2EZmFGg996bG24u2QnftmwDbLymQxjjpFYqxGHNNjyqFPGHzqbcUtutFHhtaDqqZWDGruux9YWw5atnl+qtRx3FQcwni5rcNxHam7CmJOSbI2nG0mxUIKdTz+7E3sU/fNM4kOerRV/3PwdndNlMjnwWvt6Rc9Ufx94LhefH7Up76PkZ6qWbLRTE10tvrNoFq9vWqczRPFT4Atw7sPvGuqvftum3VqJcx9+1wD+pzeKr29ap/RPRlAF6ustwoymSauS6aUJ1fj8qC1hQmM8nfahxzsJaUI1/rj5O8iztSKT+PBa+3rsyZXw6Wd3GhL3sIwF4+l07Yw5ZTxSc5PWNjKeTpM+sVDFiLrA/8/et8a2cZ1pc8jRkDOHpGiKom6kqZsl6mpZkqUqchTZiixHtmVVtiVZl+h+IzlTw4mzrlMHNgJn7XodJAjSxLDXcBoj2SJBWmdjNLtFNki3RloUwZcGbYOm+YIii6ZNtmkTO/FF2m+f78eZGc5whpKStd24ywO8gGFRJDVz5pzzvO/zPg8F41T99qW6fk2yh1Pnyd48EW9vbsGwV1LbIaqFAZ3VmsViw948EVK2hH9t2IlHV83IFQraRtLCT2OrM4qQswMBZxsiWfTZHPZKKpDXfj/FC31vnggxm3o+a59zxmIHzxWgmHShRhhCFmlWaewKDV+xcVQPOymAfisNeV9KS3KNaTI3EaAnVzJm1XmhAPQc0qJJDhvf354W1PkYJ7dT8iPk7FA90BMTxssNm9WLCqEXfemiKmKa+Jp6fkQFH4n+0YK9SK0sJq459rQgIlkS9uSIhrXO5QirbJZEqvF2NxWgTNxffKQBP27ehvX8jMm1Nl8/n6sexqOrZgzXpi9dxO8HawzroNXqweffypQ/Q/9+CmhLVnlu5Mew8C8rl6Qw786RsPAD3w0RhFtuMAyPhR/4FqmOa173LyuTqNnHr4UZY249P4PPv5Vpeo1/P1hjwuTi8OiqGZVht5z7u56fwY+btxnaBNL5Knyv+m5sd+uFbxmGV1mOiVR6nivAnhzaHpgIwjk2T2WK0ESU5j3lHvXpTMk8mS2LlvalU52G5VrJJV4bnitQvdBDzg5TyzZFgDXf2YlqYQBBZ7vhrKq9Fg4upFub4udi87VMcbDQAvTFtVbSYEntS6mRGrfUuLkAXT4k5ZJWlJEdCDrb1cOz0iOYQ1pQyw+bHIqoL3cjP4bdOdTiqZYfNhWZyiVUhfR40RwmfLQfSeuBrvQqlpBunCqbwPm6PkSyaDbXYqHCKkoFvZh0QfF0lrIlvNPVjAmf3mJtHT+F9/vqcKZ8XKU4Vgi9eLh4Vq4+GBXclV51P6GV6750EefWDMiquEbK5YnwJD5/ux37AiIu3L4VDi6EdfwULty+1UBRcznC+HC83KSyTqOYdOFPMyVy4sGPa//AYx0/hYUzdl0P8oXbt6p/45XDblMaYmKcLpvArzvvuCnz6XrErzvvWFYFpZNEcOWwW52P9NrENQgWztB5cO0fqP6AlXHjTzO0F9rs/aqEfnw4Xm44nLA2Py7cvhXr+Ck4uBAu3L4V+wIiPn+7HSdMKu4WC4uNwhzOrRlAX7qIF2oGVdC7OYmSe76zEw8Xz6oHfZcjjDPl43i/rw7r+Cmd+OGEj855KVtSKcTFpEutoCsCTvsD9EB1vq4Pp8omUEK61V45rRd6DmnRPZu5pNVU5LGWH8Y9uSJ251AWC63MxAG6cvip5YdVO0ZlHeHYPASd7SgjO5BLWjWHnZsxp1IA/TqMRQE6Y7GrXsAKQE/nq1RNBfNDLYGDC6lVqizSnHReKPMr5OxAtTCgJpLNnr00Nlvni/xl7ZsU55Gd6SJCzg7TSuk6fgrTKn1Xr2Dt4VdjT46Irc6oAaS5HGHcl0fpxIk0dh9pwHdKpo1WWBY7olkSniydMoCkMrIDP23ZnHRtM1xPhsevO+/AwApjS8+psgm8UDNouLY+0oCF03bTPui4Y4k5GHmnqxmPFCcTVVPWWR8uXT5qSoW+2VFItuDS5aNL+rQ/UjyLd7qS9dRzCddGf/8XTttNeuw5vFAzKDuT6OfswAqRCpMuc90sJl34actmw+fb04J4snQK0SyjT3ozP4nvlEwbvlcam42pTKqTYtwffdjqjGJPjmho5VDEEKczJVX8Vj8PCULODuxMN3cQWV7QXvZS0oN1/BQKyRYdu0v7XZREsbKGmCf54udipf0ml7TKyUOz9htW1ThK56tUgE7sJbBZvYskolMAPTVS41YbNx2gO7iQaiMVcLap9FOF/h5wtqGWHzYcihTK0Dp+Sj24Vwn9pjZNIWeHWqUbXCGpPe/drhjq+RGksdmwMm7UCEN4pnIE318ziOlMSgG0WGyqB3o0S1IrgTxXgIOhKN7pol6aWjuqba6YarGmHPqa+Ukckam+iRvZUxVjlKZosaOEdOsU3M1ANcMQvNWxAQsnqMLqs1UjsFm9mMqUcKbcqGZaRnbgo8lwUpGXqUxJ9ZwtJFtw7REHWvhpfDQZ75+0Wj1Y+K4DFgvNgl/79/IlrcmsVg8ufjC6bJ/xr0JkCPW4+MHoknS3NDYb1/69XK0mLXzXof4OY7Hjo8kwWvhpXHvEIR/6qNdsMhV9lyOMjybDhgMNw/A4Uz6OqUyqMfBs1QiOF81h4QSHtzo2mB7cq4R+nZJ7CekGY6H2b09VjBkO0n7ShCMFEbmvnB4OFKs1WkmL2wf2uGN4p6sZB0NR1W886GxHNCvuhW6x2HAgGMO0PK+eqRxBjTAEK+NGGpuNen4E3a6Y2hM+uCLObgk5O0xtEquEfjURt46fSqAYxw8/tfxw0nVEWWOSV0pvRKQA+nUYywboWaQZOaQFbkf5ksJKPFeg9nn6SVNSZoXC0FCqXwFnWxJ6Kp2HxaQL6/gpFJMuQ8J4eUGTUo38GLa7qcez2XxtF2hSi1KSOd338JMm3JcnYj0/Y+gDzhDqcTAk66Ek/KyQbMGpsgnZmUOf6D6cH8GhkFHBXbHVWq5PeBqbjT+OVZisdQTvdjeZUtW3u0V8HCkyvQ40UZn8sy69v2tJgbOX6vrxZvudN2lNWDrebL9zyXYrlyOMS+/vWnQfNrs2DMPj40iRXMXW/2zcJ+Hd7ibDvlJGduCPYxXLtCOldPm47Z5eyf1QiGrsJCZiS0kPTpVNqPul8jOr1YOd6SIOhqJGqzWrB+v5GdyXJ8pnK/1zEHC2YcInmSrkMwyPHNKC7W7KvvyfPKvaZ948eUfbZALONpWFo2eEar6XnFT2kyZVHyPefpNc8NLtKEcOaUEWaU4B9NRIjb/BcdMBOs8V6Kpb2oO1Uvmq5YfV6roWoBN7CdbzMyr1tZT0GPp/lF4+KTve5+ojDagQetHjjqFaGKAVTqsHTfw4nl89hO9V340JX7yfdncOFcCKZEmqvZSiOvqbrbdjozAXBzFWD4a91KZqf0BRxibYRCI4GIomUL1Z1PLDeKpiTAVRjfwYnqkcwcAKaoeS2A9msdCq6sV7A/h4dhWerhjD0cI5WK0eHC2ckynG+s1hmyuGd7ubkmTkWTxTOYJoFj0UDa6g/u17ckSdqFmGUI+Fc7Qy3+OO4eLeXJNNSB/r+RkZ1N8sQa7rERwWvuswpVImvu7i3lz0uGkSZ+GcX5f5f6ZyBHtyRHwwVI3BFfTaRrMk+ZoaN1nW5sO73U06qrzyOfcHY7p7/HTFGD6eXYWL9wZMxaMCzja8VNePgRX0HjbyY2ry56mKMdm2L/4d3I5yHAxFqRe6LPy2P0D97Ye9cdEehiHYKNA5r/VCzyLNiMgicQo182Aoigkfpdg/v5oK6FitVHm+WhhAjzuGCqEXPtKg6kNIMkMlETSwNh9KSY/ayrKen6G0fQ1AN1srtABdy9JREgs3Zz6lAPp1GEsCdNbmg8sRTgDoviUBulYpeTGAntg/ai7wRFldSjUt39mZpJq2VLAqI6rbFaMMmAQKu8VC7blGMyQZmOgrh0Fnu8Z+Sg+EckkrDudH0EkSQRJtdzldNmHYd2xWLx4vmYaULRl+Z8Qr4aW6/mUruHv41fhwvNwA6Dk2DxfvDRhcQywWG06GJ/HD+l4YryWHP8cKk37WOn4KC2cFk3sVD6vVg8vzj8uCmDdjTVg6vEItLs8/vkSimMPCWcG0OqwEvTZGpscP63tlzRP962uEIVy8N2Boi0h2z5KFPS2Il+r6MeLV6xIwDIGULeHxkmkDpTzgbMPpsglDGyDDEHSSCA7nK6KG+sSRYieotGhp/04/acJohqSxy9NT4P2kCd2umMpQ+zLPahqbjXxnp8qa0bK7tPdK2YcW17HQA3TFYWJpgO7TAXSXI7zI+mdDCqCnRmrceuMmA3SqVqntD9VSU82qYlqA7naUo12gyuzRLHq4T1TQtFm9KCU9uCeXgoAedww+0qADCazNB5uV9lufWzOAs5WjmPBJOBSKK1KPZlCf5wyhXhWeOxGexK/uaqWVRw0NWPGR1nqg97hj2B9I7Plj0cpP40z5OKX2WuzYKMzhdNmEarFmdmhQKNS/2NiG83V9kLIpiHq2akQGg6zuM/bmiXjttu6k9M23N7eooi0nw1Rl9Xxdn7y50tdtIhFc+ibNnr9QM4izlaNL3t+3OjbgSMHSNPivWhwpiOCtjg1Lvu5s5ahMx7Th0jezdcq4I15K7z63ZkA9CDXx43h7c0tSWttrt3XLugf6+ze4QsKzVSOwWj2Qsun7/mJjW0ILQjy8Qq1qtXa6bIImkCx25JJWnCkfl3UF4p/BcwXYHxBVJojWCz2apW/faObpnD8RnlQF3TKEekxn0mdEcT44JAP0s5WjOLdmAK08PZCxNp8uOeYjDehxx3CscA735IooJT2GCp3N6kUx6UJUtoNrF+aozZUGoJuxbRJbZRSdi7ha982YTymAfh3GdQfoVsYNwV6kAnQfaUgqHqiIEBaTrgSAbgSLy+lHXTpY8FwBWvlpbHPFTIQT6ft1u2IY9koap4X49SgmXdgXEFEjDBk0HQrJFhwtnEMrP2342Tp+CqfKJgyspzQ2G09VjGHYm2CdxfDYmyfi6YqxJSnZShSSLfhdb70BBPpIAy4f9Jowrji8vblFFdzUhs3qVRPHZvH86iGcW7O4ddlmZ1ROJH/R+3Qjg8XCdx1L+rCfWzOQ1PPcYqGJY7Pe6j05oizcqgeSGUI9Lh/0GmjmHJuH3/XWL7sFgLX58HQF1Q3RzjB/yOIAACAASURBVDHGYsewV8JTFWOGanyGUI9TZRNywkGvI9TKT+No4ZzRC53hUSMMYV+ACr0lPideoRbDXgndCW4rynfxCrXY5oqhVRUY/nLtKEvrTrA6gB63FDY/k6Wx2fCRBhWgC/aiJBaQKYCeGqnxv2X8VQG6TtxJ01daIwwhl7Tq7JEUW7RNhNqRRbKoP3JixlkR29FaOSnK8D3umAoIWJsPG4U5nK/rw5nycYz74pZRkSxJVQpN56vUzOvTFVRVu5Yf1gB06nf++8EajHglFfAMrqCiPPoqA6f2BWcI9WAYHjvTRTxeMo2IXG1NVOC1WCgAu3ahEufr+vCTdV3oS6eV+lcat5tUfjk8WTqFM+XjJpsGrR588o2Q7BPK4c32O2n1dKhap3x6rHAOP27eBovFhk++EVIrx0nvrcWOq280mjIAvuoRcLbh6huNSwqJ9bhj+OQbVKX2x83bcKwwTqOrEHrxwVA19gdEmTrJIYe04JNvhJJURTicLpvAk6X6w4nFQpkIrzRuB2vzoy9dxE/WdeF8XR+uXag0TeAI9iI8UzmCSBatVOxMp4ekDKFe1TvQfoY9LYg9OSIGV8QTSiNeCb8frFH90ZV7WssP4xcb2/B0xZha2Uvnq1TF6EhW3Jpw3EdbLs7X9WGjMKcmwkpJD3rcMVVxXWuBaCbWY7V6kO/sRCSL9rhvIhHVtk25dqzNj1zSihphKEGvIi42mQLot+xYFkBXDqg5pGWJA6oRoGcI9Ukp8YkAXUkkmwF0wV6ECqEXzfwkgs72JF7HSwUHYi9BmzCLzc6oXLXUVwYtFkr7Hlghym02esGtMrID+wIiysgOQ6+vzldaC7YtdmwiEZwITxpEPR1cCM9VD2NrwtphZdw4UhChllrLtFhr5ifxZvudhnWwQujFxb25BuDOMASXvpltqsKezlcl9fy2WFhc/TYxtRTTxh/HKtTWnK9S3JMr4o9jFYu+ZhOJ4Oq3zSurFgv1hjezN23lp3Hpm9mGdZBj83Bxb65B9dxq9eDN9jtlbYKlv7uVceOR4lkcKYgkzAsOW51RPFc9bFB4dzvKcSI8SZlcCfOykR/DscI5+XvptRF0cz1B2DCdr8LAClFD59czTTz8amx2RtEmzMrCel+U7UcZXkFnO5r5SVQIvUmcG1g1UbwcgM7a/MgQ6r8QQHc5wur6t3iC0oYUQE+N1Lj1xk0H6MReorNA0qovawF6/FAUB+jK4rovIGI6U+5fNfGDrRYGsC8g4kgBpfVlCPVqH6xCqWVtfmx1RvHyWkr9GvdJOJxPN/ZZv6QCEIXWm0ta8Vz1MN7Y0CH30sWVrh/Mj+I/+mux3S2qlOGpTApe9JRkDv0eCsjdjnIwDMG4T8LRwjnszRNxMjxpqvoddLbj0vu7cKpsAm9s6MB6fgb2tCDe2NBh2FgZhsfLa3vlfnrj4u7gQrhy2K325f5FLMA2V0yj6k43FwW4Wyw0K5/on5sYgr0In364/EPbVymsjBuffjhrmhzRRi5pVas3cSBOr7Gi2r7NFcNfxAJVlEq51mYb/YFgDC+v7TVs2hVCL97YQKvC6/kZvLGhA6fKJnDp/V0yrU//Xhybh5PhSeyVk1LjPkpLdTvK8XjJNPo9IrQHCNbmRyRLwlSmpLZkbHeL+I/+WjyYH9U5FJSRHXhjQweeqx5WWR8uR1hNYM36KUA/nB/BuI/avL28tlcWq/KrLSeK/kOGUI9OEsGRAppooy0nRj/bkLMD05kUoCugJRGg55AWPUBPcINQrBwVVfubM59SAP06jGUAdL8BoCfvwaQAndhLEHJ2LAuguxxh1cOY7lPmSs3EXqKzXPqyytAuRxgbhTl0kogMlo0Avd8jYme6UThLqSrelycaK45yku1Y4RyqhQH9zxiCHncMj5dMm6q7f3/NoIF9Y7N6cSI8iQdWJqq+J4++dBE/rDeuc5udUfxhpNKwZ3BsHuaf4Ez3nFp+GPNPmIMqK+PGZ7/dvISDCIvPrhxfhvf4zQ9iL8FnV44b5pk23I5yfPbbzUn32fknOLmlSf//uaQV809whvOFlXHjDyOVhso9w/D4YX2vicK7eTAMjwdWxnAiPGlgRLXy0/j+mkFTtfbHS6bR444hsY2iWhjAscI5XTFE+Vkh2YL78szYInTe7kwX5T0v/uwov+t2lKOTRLBRUNTjv5zjgtZaUd9+Ff+7WZsfWaQZ1cIASki3au9ruHYJAD3k7ACxlywK0G1WrwlAT6bBYUMKoKdGatx64yYC9PghSQHoftKkA+g8V4BCskUD0OPVCIbh4RVqsVUG6FOZVMAtcaNS1HDvD8bwUEEEm2SAvpYfRbesJG21epDGZqPHHcO/NuzEk6VTOoA+nUnBy4hXUhffkLMD59YM4Oetd8miW3Rhd3AhHCucw+9661Vl9jQ2G5EsSaf2riysI14JDxfPqhnSaBat3B8IxvDYqhnTHuMysgOffvJNPFw8q1bwib0Ev7qL+konbrg/b70rqTiZh1+Nq0ecanXz6t+7aN/eP3IaChqHv4gFcvXEhmsXKpOAzHhUCwNY+CeX6Yby1Q8WC//kkg+wyV/n4EK4dqESFosNW51R/EWMU9vS2Gws/COljF79e5fK0rh6xJm0j28q09wbOOTswK/uagWxl6gV7IeLZ/HpJ980VellbX48tmoGB4IxPJgfRTRLUiuGDxfPYiSBpqqos0eyJNWaarMzit/11uNY4ZzmXnMoJl34eetdOLeGKtEqoGTES5+R6Uw9QH+ydAr/2rATPe4YFWO0elBItqDbFcNangoIbiIRPFQQwf3BmEZNVz+Hg852TGVSZ4Wtziil/aqHG1rFUAB6Idmi6TOnAN1PmnQAPdlh5/pHCqBfh7E4QJdVjM0AuvmBOzlAT2Z75HaUo4R0o0ro1+xT5gC9WhhAMz+JXNL6pQG621GOTYTuV0bgQP+tVAYTwSXDENTzI9ibJ8r7gZ4S3MSP42jhnCwEpwfoAytEPLpqxtBP7uFX48XaXVjLj+r+btbmx9nKUezJEZdpXcgimkVtIBOv9VSmhN9svd0AWtyO8qQK7v0eER/PrjL9LMFehEu/W9w+y2r14OJnh2+i7eLyg7HYcfHSoUX70G1WLy79rjdpMvnj2VUmavlxJffE5AXD8PjN1ttNzgscnq4Yk7Vqll43GYsdu3Noi5N+PWexlh/Fi7W7DPugPS2IR1fNYGCFaADopaQHRwvnZE0FfVtGyNmBvXki6vkRQ+JVsBepTBPts6P82+UIq8+ZMRG2vLBZvcgltNWxWhhYBKDTfahK6EcJ6ZaLMua2jl8EoCs2k6YAPWnSLAXQUyM1brVx0wG6yxHWAXTlUJUI0OPVdQWgE2QI9djmor3dipqtGUCv50dUgL5RmEOGUI9Gfgzdrhilxcvq0jvTRfyocQceL5nGhE/CQ3L/9JQM0Ie9kirske/sxPm6PrzeskW2TqMLO88V4NFVM3hve6MsHseDY/MgZVOArz0sMAyPqUxJBUFWqwf35Io4EIzhUCiK40Vzpn19a/lRfHblOA7nR/DLTetRRnaoftlZRG+7YrV68OvOO0wVWy0Wmkm/ctgNK+OmlYrHONTzI3pVcobHtYcdqnjP/Kurljx4jmbQHuYbP49uTHxwd1VS33jtxjz/Kj0c1ghDuPawQ90QFdX7en4E84/RSoWVcePKYXdS9sF2N7WySTyQZZFm1d++jOzALzetx+H8CD67clw+MOvfh7X5cLxoDodCNNFzTy5Va1aSR1OZkm7jtlm9GPFKGus0HhuFOby3vRGPrprRVNM45Ds78XrLFpyv60Mh2aIKaA3LAF052D1UEMGEj1Lsf9S4AzvTRdUtId/ZiW5XDI38GDKEemwU5lSAXs+PmAJ0RY13f0DENldMbglRDmOsWiU3A+g2q1cH0F2OcAqg31rjCwN0RcU4KUC3enQA3SvULgLQKfuklPQsCdBdjjCqhQE08ePIIS1fGqCn81VqZY8CcH3lz2Khgp497pgBnDEMQSNP+38TFd4ZhlpoHi2c0yWWledsxEsdFczs116s3SUnLePfhWPz8PzqITkxtxxww+L+YMzUA31fQMRPWzYbwE0WacbCSWO112Kx4f5gLKleSC5pxbXXVy8Kvl2OMBae99ykteCLBouF5z2LMgAYix3XXl+ddE95q2ODLByr/3+OzcPCSc5wXmAsdvy0ZbNql6mdc4+umpHfaznXisN0poTnVw8l3DcW1cIAXqzdZWqndrxoTm0N1L5XMenC0cI5avuZANADzjbszaNK7GYAvccdU4VaE5koxF6iMlUoY/DLAfQcQnV8qoUBlWWZeC+1AL2U9KisSbNrx9r88Aq1eoBuTTZPOdXFIgXQUyM1/nbHXw2gK5ZLiQC9mHQtG6DnklYDQE9js7GWH8WBYAyH8yNoTwDoiq0Tx+ahTwboj62aMQXogysk1RqjmHTh5bW9uHD7VrlKwaobwuMl0/i/PV9DmzCr2lbtzqG/rwVfDMMjkiXhSEEE9rQgrFYP9gVE7A+IeKiA0n7NDnjr+Clcnn8cB0NR/HLTerUC9E5Xs0FgR1EHT+ZZXky6cPmgV1U1VihxC2fs6ubBMAQLp+1yIsKGhX829q4lxtHCObza9PWbMI9uTLza9HUcLTRas2iDYYhKcQ85O7BwOuGanbGrFExFhfXyQW9Sv+BOEjFV29fe20KyBb/ctB4HQ1Fcnn/cVMHXZvXiSAGtSu8PiNgXoADdnhbEkYIIIll6gG61ejC4giqwK7aAbcIs/m/P1/B4ybQGALAIOTtw4fateHltryrKw3MFGFxhDtAfWzWDHzXuQF+6qCYpQs4OHUBvF+ZwOD+CA0FaVU8EB1aGJjWWC9CLSZcpQC8lPSmAfmsOeV9K9hzGfYC/CEB3OcIJAN1n+vr/CUBfyq7RPOK9se3CnPz8GQG6In6VSEe3Mm408eO4J1eUgdtiglt6x5MJH00YJybJskgzXqzdZeprfW7NgJzMXB5Af0hemxKv35GCCH7UuMPwPvnOTsw/xpkmq5UEoNlnVQn9Mosr+fcqJFvwp5mvHr1diT/NlCwhzMZh4Z9cpnasFotNLTgk/j9r82H+MU7d07Xv96PGHSbirsnvW7LvNZoh4dyaAQMbo4zswIu1uwzJAdbmx7FCah1oZv+XTNgwl7TinlzqWJB4/uO5AlVMUfvsKO8r2IvQLswl0XpYXlitnhsA0H06gO5yhL8QQE/nq5YA6DZYUvtSaqTGLTVuag96KlKRilT8bUcKoF+HkdqXUpGKVKTiukVqX0qN1LjVRuoglIpUpCIV1y1SB6HrMFL7UipSkYpUXLdI7UupkRq32khR3FMU9xTF3fLFKe75zs4UxT1FcTeJ1EHoOowUxT1FcU9R3JPMlRTFPUVxT1HcUyM1/vZHSiQuJRKXEomzpETiUiJx1ytSAP06jJRIXEok7n+tSJyZer12zqVE4lIicSmRuNRIjb/9kbJZS9mspWzWUjZrKZu16xYpgH4dRspmLWWzlrJZM4mUzVrKZi1ls5YaqfG/Y9zUXj+GITqAHq+SU4Du4ELId3ZqAHr8AMUwvEoD3BcQMZ0pUbp6wmbG2nyoFgawLyDiSEEEnTJAr+dH0O2KoZh0wWr1gLX5sdUZxctre3EyPKkD6LN+Cq7HfZKaHc0lrXiuehhvbOiQQRL9Xhybhwfzo/iP/lpsd9ONhrX5MZVJAZB+s+LQ7xHxeMm0mk0d90k4WjiHvXkiToYnTasGQWc7Lr2/C6fKJvDGhg6s5+mB6o0NHagQeg0b7stre3EgSebbwYVw5bAbDi4EhuHxF7EA21wxXD3ilDPKdHN5s/1O7Jez6gvn/Ekz9tqN8dMPZw1g81YIK+PGpx/OJj30KJFLWlWK+/6AiDfb71SvcTpfhatHnNjmiuEvYoE6n5VrbXw/FgeCMby8ttewqVYIvXhjQwfsaUGs52fwxoYOnCqbwKX3dyHobDe8F8fm4WR4EnvzRBwtnMO4T1KrgI+XTKPfI0J7EGFtfkSyKMCmmzrBdreI/+ivxYP5Uc0c5FBGduCNDR14rnoYuaRVrRqO++gzMuvXA/ST4Um8vLYXW51RsDY/rFYPikkXul20Wp4h1KOT0HaOfQER1cKAgTVitXoQcnZgOlPCvoCo0hHj14keaBSAnu/sVOezAtCzSLMOoC/VonH9IgXQr8NYHKBb7EkBujnwSg7QzV7PMDxcjjBKSDeqhQF5n/IjGUCvEvrRzE8i4Gz70gDd5QirlT0jcKCf2+8RsTNdNABXhuFRIwzhvjxRpkdzuu9Yyw/jWOGcnIDUA/QedwyPl0wbaPMuRxjfXzOIVn5a93fbrF6cCE/igZWxJei08ehLF/HDeuM6t9kZxR9GKg17BsfmYf4JznTPUVqIkq3jn/1286I2ZRYLi8+uHDckOb4KQewl+OzKccM804bbUY7Pfrs56T6rtKwl/n8uacX8E0ZWgpVx4w8jldgsJ+O1c+qH9b3oSzdn4pk9Mw+sjOFEeDLhGWDRyk/j+2sGDfOW5wrweMk0etwxA0CvFgZwrHAOtfxwwjPKoZBswX15ImqEIcOccjnC2Jkuynte/NlRftftKFeZKsZE2PLCZvUi4GxDMz+JKqF/EYDuRxZpRrUwgBLSTc+SJs+Msp4tF6AzFntygJ408ZQC6KmRGrfauOkAXbAXIeTsMAJ0i10H0HNJqwGgp/NV2ETowT6SJVG6egJAt1m9qBB6cZ8MVra5YvCRBtQIQ+hxx1BKetTq5kZhDufr+nCmfBzjPlrJtlhsiGRJKgBJ56vAWOzwkyY8XTGmVrCVhZC1+XFfnojfD9aoVC2b1YvBFRL25IgJlQkOm51RnAxPypRdHjvTKWCPZEl4pnLEFCR6hVpcu1CJ83V9+Mm6LvSli2BtfrzSuB3r+ZmE13N4snQKZ8rHTTcfq9WDT74RQg5pgcXCqUD8g6FqHdg/VjiHHzdvg8ViwyffCKHHbaTNJW4aV99olCmWN34uXc8IONtw9Y3GJasqPe4YPvkGBds/bt6GY5qe9QqhFx8MVWuAO4cc0oJPvhFKUhHhcLpsAk+WThnu03p+Bq80bgdr86MvXcRP1nXhfF0frl2ohFeoNbyXYC/CM5UjiGRRivnOdBEMwyNDqMfJ8KR8+Ip/hj0tiD05IgZX0BYMher6+8Ea3Jcnqkkl5XD/i41teLpiDH7SBMZiRzpfpSawIlkUoD+YH8W4T8KZ8nGcr+vDRmFOZWmUkh70uGOoEYbgIw3Y5orhaOEc7ssTUSEYK15Wqwf5zk5EsihA3yTTERMBei5p1QN0ix2JAD3k7KBtKimAfiuNZQB0nwGgszbfogBdsBch6GxfFkAn9hIUky5UCwOaZHHiYZmDYC9ChdCLZn4SQWe7aaV96eBA7CVoE2aT9MbS91MqgzSRyuq+bxnZgX0BEWVkhwHQVAi9OFY4RynBmp8xFjs2kQhOhCcNoNbBhfBc9bDMotLT4o8URPBI8fKTsc38JN5sv9OwDlYIvbi4N9cAGhmG4NI3s+XkgP690vkqzL9SlOSzWFz9NsGmJPorSvxxrAL35C4PeN7MuCdXxB/HKhZ9zSYSwdVvk6RzbP6VIk2iPR6t/DQufdOoJcOxebi4N9eQ6LdaPXiz/U4085PL+u5Wxo1HimdxpCBioKtvdUbxXPWwIVHtdpTjRHgSm0jEMC8b+TEcK5yTv5c+4aSb6zrAyyKdr1KZJtpnR/kuSpGnTZiVkzRfFKDTynjQ2Y5mfhIVgsJmSHwfVk0iVwsDKCZdcqJ4aYAedLarDMtkAJ21+UwAerL1z4YUQE+N1Lj1xl8VoCsHH8ZiB2Oxw54WRMjZgVp+GAFnm0y55tRFye0oR7tAD/bRLAnFpEs+3Osz/KWkB/fkijhWOIceNwXo1cIAetwxVAi9KnBo5adxbs0AzlaOYsIn4VCIAnQxW8JoBqXvZgj1YCx2eIVanAhP4ld3UWqTstCyNh+iWbT/OpoVBzw9btorr69M0GzymfJxtRq5UZjD6bIJjPskvFAzaArAeK4AC2fs+MXGNpyv64OUTUVVnq0akXutWN1n7M0T8dpt3Uk3g7c30/4pi8WGk+FJnFszgPN1fRjxxmlum0gEl75JKe8v1AzibKWx9zkx3urYYCI289WPIwWRpH2N2jhbOYoXagZhsdhw6ZvZuoPgiFfC+bo+nFszgJNheqhp4sfx9uaWpCDgtdu6sTdPNNy/wRUSnq0agdXqgZRN3/cXG9uwcMZuqHRZLDSB80LNIMZ9Ek6XTVAtBJn1caZ83FAF47kC7A+I6HHH1ISSdg4rFW3GYkczT+f8ifAkpZlb7MgQ6jGdSZ8RMZvOmUOhKCZ8lOJ4bs0AWvlpNRFWIfSixx1DtTAAH2lAjzuGY4VzuCdXVBNm2r/fZqXCetEsCffliWgX5ijjRL2OtB0j4KTJspCTsg2UdUQ5GKUA+i07lgXQXY4wskjzMg6oRoDuIw20vWMZAD2XtMp7kRGg81wBysgONPOTCDk7kgD5pYIFzxWglZ/GNldMfc60P7dYbKr4Fd0jNABdFjHdFzCrKnKLCm6t46dwqmzCIDaaxmbjqYoxDCe0xzAMj715Ip6uGDPVSzGLQrIFv+utNwBxH2nA5YNew2dbLBze3tyCPTlGEG2zelUWk1k8v3oI59Ys3qq02RnFwncdX+I+3chgsfBdh6GSnRjn1gzg+dVDSX++cM5vyuLYkyPi7c00Ka/9/wyhHpcPeg394Rybh9/11i8hWBcP1ubD0xVUB0E7xxiLHcNeCU9VjBl0DjKEepwqm5CFTxcTNtT/rEYYwr6AqIqWaq+hV6hVxRS1z47yXbxCLba5YmjlFdbIF39WWZsfIWcHmvlJlJEd8vsYAXoam41c0rosgJ7GZsNHGr4QQFcSlFmkeYkEpQ0pgJ4aqXHrjZsM0GmfedDZjjKyQz34KAdrjs1D0NmOWn4YQWe7vKHHATqxl2A9P4O9eSLEbAmlpMdQsVAotVI2FWPrSxfhIw06kKBQb5v4cTy/egjfq74bEz4JB2WAvjuH9p9HsiRkkWaV1nu8aA6/2Xq7LAZH1M8b9lJwsz8gqpThTSSCg6FoQmWCRS0/jKcqxlBCutVM8TOVIxhYIeKlun7TCjRr8+PivQF8PLsKT1eM4WjhHKxWD44WzskiLvrNYZsrZqoOrnyHZypH5N4yKjz0wVA19uSIeKZyRLd5KgehHncMF/fmmmxC+ljPz8gHny9OG/vrBYeF7zpMmAjG113cm6syCRbO+XWHmmcqR7AnhzIRFIGaqMyKMNtkFbX9ba5EZgKH+4Mx3T1+umIMH8+uwsV7A6YaBQFnG16q68fACnoPlUpZCenGUxVjMuUx/h3cjnIcDEVp5UJuydgfEPHB3VUY9koasUCCjQKd88eL5tR2jyzSjEgWfUZ259C/9aAM0L9XfTeeXz1EFXblVhJtcsxHGtCXTpNnUraktpxo5ydr86GU9EDMlrA3T8R6fiaBRsiZrhXKOqIcjMrIDgSd7Zr+9Jsxn1IA/TqM6w7QFdcKBaD7SZM6Z8zeX7AXoZBsSQDoiesaBwcXQinpwTp+CvnOziRAfqlg4eBCWMdPodsVU5kq2p9bLBRYjmZI8JOmhM/gEHS2Y19AlHt2ie53c0krDufTdq9EKnGNMITTZROGfcdm9eLxkmlI2ZLhd0a8El6q6zf0rScLD78aH46XG3qQOTYPF+8NqGKk2jgZnsQP63tNriWHP8cKk37WOn4KC2cFk3sVD6vVg8+vPmqaDP9rhVeoxeX5x5dwAeCwcFYwdfJQgl4bI1j8YX2vmjjWRo0whIv3BgzJk2T3LFnY04J4qa5fTvLr2yikbMrsSkwcBJxtOF02Id9//e90kggO50fkNgdW97Mmfhz7AqLc7qVnmvhJE0YzJE2iQw/Q/aQJ3a4Y1vFTckX/iz+raWw28p2dWMdPoZT0yO9jXBu0AL2QbFEFhxPfUzn7+kmTCtAVF5gUQE+N1PjfO246QHdwIQScbSgjO9QqufZgnVgV0wJ0wV6EdfwU7skVsTtHQpXQb6hYKLZOkSyqTju4QlItl5Q+WEVdukYYwjOVI/j+mkFMZ0py3zalmg17JUSzqBCdklg4GIrina5mtfKobBjbXDF8MFSNY4Vzqm1VMz+JIwUR+TAVvwbFpAtPVYxhLT+qgqjnVw9hZ7qI83V9pvYpDEPwVscGLJzgcLxoDs9WjcBm9WIqk1KKE8FHGdmBjybDSdVgpzIlfH/NIBQ7k2uPONDCT+OjybgaqaJKbrFQWuG1fy83ZMATw2r14OIHoyYVka9uZAj1uPjB6JL2SGlsNq79e7lKH9Sp3lvs+GgyjBZ+Gtcecah2Rt9fM5hUrM/lCOOjybBB9I1heJwpH8dUJmVjPFs1guNFc1g4weGtjg2mleAqoR/n6/qwM13E86uH1OTPWn4UT1WMGWze/KQJRwoiKhPEnhbEscI5fDBUjW2ueD+gwgR5p6sZB0NRFegGne2IZlGXA4UqeiAYw7Q8r56pHEGNMKS6JSj6D4q14uAK+mxGsiTV9jD+/WiFokrox+4c+v7r+KmEww1nyrZJXEeUNSben34z5lQKoF+HsSRAV1SM9QA9WQ9mHKAHnG0oJl1LAnSeK0C+sxPVwgACzjZdsjgedB4Wky6s46dQTLrk133xQz/H5qGRH8N2t4gc0mI6X9uFOdW9JFH8yk+acJ+czEpMeGUI9TgYimJnumhqZ3WqbEIWkNMDocP5ERwKRQ0Ml43CHF67rXvZ4C2NzcYfxypM1jqCd7ubMO4zrpHb3SI+jhSZXocTJkBT+1mX3t+1qBK6xWLDS3X9civSzVgTlo432+/ES3Xm1mlKuBxhXHp/16L7sNm1YRgeH0eKTJ1dxn0S3u1uMuwrZWQH/jhWseSer4SHX43XbuvGF0nTUgAAIABJREFURmFON49sVi8OhaI4nJ+YHGJRSnpwqmzC1P5vZ7qIg6GofJbQ/2w9P4P78kT5bKV/DhT3j3bBaJnKMDxySAu2u6kC/P/kWdU+89pzqva7cGweAs42VAsDyHd2qpa9hu+lAejFpAsBZ9syALpfB9AVF4sUQE+N1PjbGTcdoNvTgrrqlrbypVBTa/nhhL5SuuA5uBAa+TH14F7LDxsWWYYhqofy8SJ6oMkhLSgkW7DNFUMTPy6DaIIS0o1TZRM4X9eHSJakiqLtC1CALsoVPoYhSGOzIWVLeKerWafOzljsWMdP4f2+OpwpH1erjBVCLx4unpUt2eLfz0+a1L5ghuHhJ014oWYQfekizq0ZMGxwyt9+IjyJz9+mVZILt29VKy4Xbt9qqKq6HGF8OF6e1Cu1mHThTzNUhIS1+XHtH6gVj55CzeLC7VvVv/HKYXdSb3VtnC6bwK8777gp8+l6xK8778DpsoklX9dJIrhy2K3OR3pt6H1SWhDW8VO49g9UYdrKuPGnmZKkHuhVQj8+HC83HCRZmx8Xbt+qZvgv3L4V+wIiPn+7XT58GasjG4U5nFszgL50ES/UDNIKnKzMfjI8mZAkYpHv7MTDxbOoEHpVdsiZ8nG831dHbW1UfQWq9v5OV7PGko2gmHRBzKYAXbHn2S/rQpyv68OpsgmaJGAI7GlBNPHj2CY7KOSQFt2zmUtaDQc3js1DLT+sJuIa+TFdlUKrV1HLDxtaZZTqusLSUZJmN2dOpQD6dRjLBuh+0oRc0prgA5y4flKA7uBCyCWtKCZdyCLNSeeFMr9Czg5UCwOGZLH2fdPYbBSSLWo1jb7uy9Fma/lh7EynSuxmibh1/BSmMyUD7ddiYeHhV2NPjiiLM+qZUy5HGPflUecTMzu175RMy73G+l7faBZ1ZTDztf5py+aka5vhejI8ft15h4m6OItTZRNy2xBn+F7JlNzjQN+8Sv5OVzMeKZ5d9DuxNh8uXT66bAr3jYxCsgWXLh9dsmXgkeJZvNPVnOTnXMK10d//hdN2A43dYuHwQs0gTpVNGObswApqAbrcdbOYdOGnLZsNn29PC+LJ0ilEs6QE8MihmZ/Ed0qmTe3XpjJpe5Nxf/RhqzOKPTminCDSM0kKyRZMZ0qmLAOGIQg5O7AzXdS4h3zxZ9WeFlRZM4VkS9L2FyWJrKwh+vOs/vmwpwWRRZpRTLqQS1rlpLIZQGdVF4t0vgq5pBV+0pQC6KmRGn+D4+YCdPnwrO0PjR+S4uJONcIQiklXQsaRLni1/LBKfW3kxwwHJwX0DnvjVbqAsw0hZwe2OqNo4aflnlRaCXx01Qz+tWEnJPk9LRbqtTq4ggL0amFABrI+DHslvL25BXvzRJ3SdZXQj99uuw0v1fXLmw2lHD5cPGugb7kcYTxSPIvRDElVtf9e9d0Y8VIrmtGMxI2MLsoTPgmfXTmO+/JEvNWxAVmkGQFnm+qXrX291erBWx0bkvp6c2yeRrWdw6/uasWBYAyXD3p1wjzbNH1cxwrn8MtN65fc0HiuAJ/++d4llHS/GuF2lOPTP99r2tedeP1/uWk9jhfFkydaanorP43LB704EIzhV3e1wmLhVFV3M1V+i4X6xr/VscFQuVf87QPONmSRZrzVsQH35Yn47MpxTPiMljeMxY7RDDp3RryUYq6olo9mSHikeDbhkENprQ8Xz6oUQR9pwEt1dA7TpE7coWBvHu1dHPbSpJSVcaNaGICYLWFwhaR67u7NEyFlS/jXhp14dNWMyjwR7EVo4aex1RlFyNmBgLNNZbcMeyU1maD9fva0oOrrLGZLqOWHDWwanitAMelCjTBkcINQDkaKzkWySumNiRRAvw5jUYCu2AwJ9iIVoHv41aplYLJDrT0tiBzSgmLShRzSsgizgs7BoLNdrX6ZH66X24+6dCjipn3pIkpIt6kAWz0/gulMSU2sab+HYC9CNEtCv0c0rDn2tCAiWVS01EytXRFTTRTc2u4W8b3quw37i4804MfN2+S2oOUAHBbPVQ+beqH3pVOB1cR10Gr14PNvZZq2HilANpkSeyM/hoV/WbkkuJSyJSz8wHcTk3fGYBgeCz/wqa1Ci77uX1aikR8z/blyLcxA/np+Bp9/K9P0Gv9+sMZEqZ16oD9XrW+NWuz+rudn8OPmbQawnc5X4XvVd8vVe72woSIWaqbuvieHJnwTk0Mcm4d+D9UgouJsegp7hdCL6UwJ9fyI4XtaGTdKSDf60s3FSZcXy9Od0CaRq4UBBJ3tSZJ8cWapdm2Kn4vN17I0NhsefrUK0AV70SI2kzakAHpqpMatN246QE9js3UWSFp7JJvVqyqul5DuBFENWq2oEvox66eVuxZV6EOf+fcKtWqf6+4cSqPNJa3oJBG0CbOq3YWfNOFwfgSvNG7H3jxRFaU5GIqqFfRGfkwVftvsjOKtjg04WjinUVtnEXS24832O/F6yxa5Ys4hQ6jH8aI5tAmzugMAx+bhQDAmq2X7wNr8OBmexO4cCqYeWBkzpVvX8yP4r/8+i2OFc/jFxjY08mPguQINqNJvIifDk3jKxHtWuUYfz65SK+J7ckS8200r+VSAhm4Kiuqqcs/mX12VFHBq46W6flmQ5sbPqf9JvL25ZUlaoXLP5l9dhSzSrFag4oq0LJ5fPYQXagbxbneTOoc6SQQfz65KAgw5PFUxJvcE6u+PkuzhuQI08tQ14FjhHP7rv8+aHzqsHjywMoZHimexO4fanLE2P1ibD/fliTgQjOnuGcPwWM/P4HjRnEwf5JDv7MTrLVvwZvudMmin91+wF+Fo4Rze6tiArc6oKijXyI+pFXRFt2FPjoi9eSJeadyOh+TWDsWuqk2YRSeh/YQhZwd258T1IYyCWPQA1MJPY19AxKyftrJoqxSKiFcJ6VaV4ZXDidauUXGKSCYGdmMiBdCvw5D3pWSHTQ5Wq8cA0CnDw+xQS+eMkhxWqlRxGqnx/Tk2bxn9o1QvQWu5ZK7ovHQo2in9HhFVQr8peFDAx1p+1PC97WlB1Vkh0QmEtfkwuIK2cCWCbY7Nw/6AiAmfZEgKNPHjeLF2l7ynxf/fwYVwbs2AnDBc3t8qZUv4eetdhs8IONvw+QM+E7o8i5fq+vFslXHNU+6vGTWe3muChfO5pirwutdZ7Lj2iGNZDKobFafLJnDtEceS61MrP42F87lJxS7j18I495+tGpH3Of3PPPxqfP6Az6A/YGXc+HnrXZCyF08aaJ+XCZ+Ec2sGDErt+c5OvFi7SxWl1X7GhI+yFhPPFOl8FQ7IRZLEhINgL1IddhLBO8MQrOVH1SRW4ve0Wb2oEvrR7xFNtE+WG9S5QWutaObcYKZjYd4mY1PbbxR2j5pUNk0csepalgjQ6d+TfM20pPal1EiNW2rcVICu2CMpPeHqwYchUA5dGUI9aoQhlJIeGUgrGxKtVpSQbkxl0oW9XYgLV2k/w+0o11k5lZBuZJFmbBTmsIlEVE/ldL4K+wIiXm36Oh5YGVMVqR/Mj2JE7kFvE2ZV4bdmfhI/u6MTp8smNEq6VDn01aav41d3taKeH1EX5wfz5b4/zaHEavVgOpMCFJ4rgJVx48F82qO1LyDiRHjSVHwnQ6jHpx/vxiuN2/FvX+vBhI/2KL/esgXDXmNltS9dxDtdzUlpc89UjqgZ8oCzDfNPcOgkEVz9e5dm44pXixmLHRf35sqHssXvM8fm4dL7u0ztXr4qkc5X4dL7u5aVcJjwSbi4NxeMxa5jFSj38+rfu9BJIph/gpMPO7RipBXd0wZr8+GdrmaTygWLYa+E11u2wGb1YsIn4d++1oNXGrfj0493m/b229OCOBGexL6AiMP5ETyYT4E0zxXgWOEcpjMl3UHEyrixM13Eg/lRFXTU8yP41V2teLXp64Z5fbpsAj+7o1PuV6eCcm3CLKKySJxiTShmS3hgZQyvNn0d+wKiaovm4Vdjk+w7m0WaUUK6dRaIiZ7PCuW+XZjD/gCl5ZaQbl2VgmEIXI4wSkkPaoQhZAj16uFEcYooJFvUnnetXeONjxRAvw5jWQCd5wrgIw3IJa3wCrVqC0ayvk0l0aj0ecb3HiM9NY3NVi2SjMni+PNqs3qRQ6grRo0wZLIfLS8YhiDobEdfuoh6fsRUDLKQbMFUpoRWftoALlibT60sJlJ/leTyQwWK6Fb896xWj7qfJtLfQ84OnFszINPf9X3AjxTP4ljh3LKt1ur5EfxhpNLArGJtfvznVKlp+9QmEsHn38pMej0/jhQlnSO7cyRcOWyugq0NYi/BpctHDUmImxH5zk5cunx0GZ7sLK4cdi9SZefka2Eyryx2fP6tTFPruU4SwX9OlRrmmttRjj+MVJomhM3CyrhxrHCOWu8laBw089QlJuTs0P1OGputru+JczmXtOKhggg2y0lh7ft5+NUqUyTxbGO1etDKT2NKbQPRf0/W5kc9P4K+dFFmeH1xZw9lf6oRqBBqDmkxOAlZLPoksmLVaC40yap7lqKPsXhSmb6eY/PgFWqRS1rhIw30LJkC6KmRGn9T468A0H3IEOpRSno01hNxgO7hV6NaGECF0It0vkpjNUEPQ/nOTox46YFC8YxNBOiCvQgbhTk8VBDBgWAMVUI//KQJ6/kZbHZG1eqeYC/CrJ+CoCMFEcz66Qb4UEEE4z4Js34JW51RtcpfRnbgR4078GLtLl2lkecK8GzVCH7XW6/2liv+6JEsfd8fw/DYKvcG+0gDGIsd05m08qlYrZkBMdbmx8LzHnyyeyVOhifxZOkUrFYPvlMyjSdLpwyHx4CzDX+aKZH9zo33ok2Yxad7gipt+c+xQqzjpzD/qN2gqvvBUDUsFg79HhFXjzgNm5FZDHulRQ9Xf81QDi3D3uVUCFhcPeJEv0eExcLJ1yL+8xphCPOP0v7zP8cK1XaIT/cE0SaY90HmkBb8aabEULlgGB5Plk7hOyX0AP5k6RROhifxye6VWHjeY3pozxDqVYu1k+FJTGfSFgkfacDJ8CS2yvNReX0am42IbF+m9Oxudkbxu956PFs1otMgCDrb8WLtLvyocYfqOWtPC2KrM4pZP63WPSTb6s36JRwpiODfvtaDWb+ktpH4SRM2O6NYz8/AT5pQJfTjQDCGhwooaE+sODIWu+pVuz8gYsQrId/ZqTkEUcusdL4KFUIvqoUBePjVOoCuWGSVkh7Z79qHFEC/pcbSAJ1xw8GFkCHUI5e0IkOoV7VFFhNW0iolE3tJEisjWhlX5msp6aE2fyYVLavVAx9pQCM/hnp+xGQ/WuaaxPDIIs3YmU5FEc162XNIC0YzJHSSiBGcMFQj5J5cUQbh+rYvva+0nmq81RlVXRq07+l2lONs5SgGVyRYrcl71rk1A8tWcnc5wvjg7ioTijanSWbq7zfPFWD+CS6p4Nv8K0VJ9zeb1YtrFyqRRZL1bMejWhjAxc8Om/Ro37jwkQZc/OwwqoXFLeEsFhuySDOuXahMSsnOIS1JveFdjjDmn+BM2rg4TZJef90b+TF8cHfVkkJ7StjTgji3ZkDde7TzZHAFtd5MTMworjiJ+5PFwqJC6MWxwjnqRpLQ/pRLWnFProhOkui3TpNUnSSC0QzJZF7Q3vF1/BR2povUnedLtDYo+1M9T91SfKTBtBLPMDzcjnKUkh71/GlWaVf2M2Iv0TlMLCV4aU8L6tY+BxeSr0cKoKdGavytjJsO0G1WLzz8apSQbpSQbrgd5erCYmXccDvKUSH0okroh1eolRe/+ME8l7Si3yPi/mAM293UQs1MZKqZn8TBUBQP5kexlh+FjzSgmZ/ENldMzZ5ybB52pov4UeMOfKdkWlXcPipXHid8NFOreDBnkWacrRzF6y1bUMsP68S0jhREDF7ooxm0qqjf6FhUCwN4qmJM3pw5tPLTOiV3aotl3Bh+3XkHrvxiHfYFRLzeQtkH3a4Y3my/00Ats1m9eKtjQ1IVcY7Nw6W/y1HFVPbkiHh5bS9OhCfx89a7dAv9wvMeGaARXHvEISv+LnWvWXw0GcbrLXqF1r9+sHi9ZQs+mgwv63uVkh5KQWQIysgOLDyv3Yw5/Lz1LpwIT+Lltb0qvX0dP4VLf5eTtDo/lUn7zxMPXA4uhDfb70S3KwbBXoTXW7ZgX0DElV+so4I9Jht2LT+sU3CntE4uYY7F/06XI4wHVsYwmiEZPNCPFMQP/ozFjlp+GK+3bMHZylHVbtDtKEe/h1JipzMlHC2cU/+m75RM40eNO7AzXVSrmUFnO7a5YmjmaUJqLT+KB/OjOBiKopmfNBV59JEGbHfTZ7zfQwGHNlFntXrgFWpRJfSjQug1XUOU9cXDr16iN+96RwqgX4ehAehmz6jxkOojDZpDqtnvxJPDhWQLQs4OOm/U/UX//jYr9eeuEHpRRnbIrCtjxY1hiOHA/mUrcx5+NbpdMbQLc3JV1UhJ7veI2JkumtB7edV+ytijTsWzjhTQFq/En1ULAzgZnpSrnPHPZG1+lZWTqOS+lqf7IE1UL+PvYwhequuXdTz0z2ILP41Pdq80AfuU5q4IUSbG86uH8LM79CKs2mgTZnHtYceygFi7QNuIlvIhvx6x2RnFf/33WVOlceN143HtYUfSZK/FwuJnd3Qm9UbfFxBN6e32tCA+2b0SLYY2AOoUc76ub9nzOOhsx+stW7CWH9V9js3qxYP5lLmhTy6zCDk7cDI8qZ6BtM9BmzCLIwURowe63GMetxPkDX/TznQR/R7RtGWC2EvQLsyh2xX7HyTSiDEht8i6UEZ2oELoRYZQb1ppV/Yzt6McIWcHCsmWJZLKrJqcVNhDSyUn6f+lAHpqpMatNm4yQKeLUTpfpVa4zKpfZWQHqoUB+EmTblFTFsduVwz7AyIGV0iaw3v8MxRF3P0BEUcKImjlp5Eh1KOWH0aPO6aK8LA2H9qFObxU14+nK8bUPq5jhXMQsyWMZtAqoeJLq2R93+rYoPOUtTJuRLIk1WpNERTaRCI4Vjin0p6V76gouSvZ43wn3WAHVlBRHlqtNS7kh0JRzP+/MzgQjOGXm9arNlLvdjeZqLeyeDA/in/7Wk/Shf5s5ai8eXPw8Ksx/yi15lo4Y9fR00+VTajiZ33p1C97OYAnjc3G/KurcCh04w89y41DoSjmX121TPsYDh/cXSVT0amY3ilNv2I6X4WFM/SazT9qlw8FHF6q68fZSv1hRfue//a1Hpkarv95GdmBd7ubVIuwX25ajwPBGOb/3xn5GhrnRL+HzpmBFRSg5zs7dSyNRAX3gJP2tG8iEVXIRrFYi2TF+1AVL9q3OjboPND9hNoijWZQjYZjMkAf91Ghupfq+tEuzKnMjBLSjR53DLX8MDKEerTy0zhSEMH+gLmSrpKEG1xBWTLdrlgC6KHgyU+aUC0MoIzsMGXhKAyddL4qCQi7UZEC6NdhyPuSI8l9W4TmmbSKRJPDXqEW+c5O5Ds7kc5XLXpoTjxgm4F/pVKmpbwul/ad+P2IvQSbnVGVGZb4dwj2ImxzxTDsleSkr17BuozswL4ArcAn7okZQj0eWBnDwArRkNDOIS04XTYh9wnrK+/jPglPVYwZaNg+0qCx1VrO30eFTn91V6uh+u/gQknAIk1AfrJ7pek19ZMmzL8WXsTWk8PCP3JJAX5iVAsDuHT5KE6XTdwQ4TiG4XG6bAKXLh9dVuXcYqEAe+EfuSRzmjKo5l8LG+xcLRa6ln6ye6Vpwl9JiiQm9lmbD7+6q9VUkDRZKLZ7iQwEYi/BU/K5KrES3sSP43TZhFzp1idoB1aIeGBlzGixxrixjp/CvoAon3f0TgYuRxjDXgnb5AR34lxQmFmbnVF5Pn8JrQjGrWtpMWfWUBCdmOBbLBmYzlep65JXqF0kqcypLWzLbe+h/+eAJbUvpUZq3FLj5gN0xg2XI6z2iMYzi1TgiecKVPEnxT5JVW/W9LTuC4gY99Feo8RDls3qRSnpwZ4cKhTXSSLwkQZUCL3occdQIwypVe56fgTPVo3ghZpBtb/6eNGc6oU+65dU0MOxediTI+I3W2/HVKbeam2zM4r3tjfi+dVDch8vrUw8XDwrb5DxxdbBhfBQQQRSNq22uxxhnCqbwO4cqm79YH4i7YtGEz+Oi58dxkt1/Xjttm5M+Ch9/tWmryOaZdxQq4UBfDQZTlrJrRYGcOVBj7pZfThejt05En6z9Xa50kFf53aUY+GfqZ0QwxAsnPObHqaSHSAuvdcjf7+bMceSRzRLwqX3epbt097CT2PhHNUfKCRbsPDP2Tqq3vGiOfxm6+3YnSPhw3HaS03sJbjyoCfpAYxj8/DRZNjk5yyiWRJebfo60thsTPgkvHZbN16q68fFzw4bRHaU5+HBfEpP3Z0j4VTZBFyOMGxWL6RsSj/XH8A41PLDOncBr1CL51cP4b3tjbQ9Q8MKmcqkc2FPjqiK1uQ7OzHrj3ugK/NkQm7PeLZqBPX8iFqdrxGG0OOOoULohY80oFNOWu3JEVFKegyVOZvVi0KyBeM+KgSp1YxQ/gbFjlERk1T82RUQprTQFJItcDnCi1RVb0SkAPp1GMsA6HEl4xzSsgyhJE5NDisHYQ+/OmmlSmFiaCmqpr2mst5IhdCLZn4SQWf7l0wIUQpumzCLHnfMlIKbxmajTZjFhE9S3UK0v59DWrAnR8Q2V8zQDsNzBZCyJUjZkuFngr0Ij62aQb8nEbxTK6wXa3cZenpZmx9PVYzJLg7LAzpBZzs+mgyb9Adz+F713fj+mkHDdbNaPZh/1J5EvZzFT9Z14dWmrye93iWkG5fe35WUCp8YxF6Ca484sPADM+G6Lx8efjUWfuDDtUccy+g5p5FDWnDp/V0oId1J58yrTV/HT9Z1mf79jfwY5h+1m1CwWXx/zSC+V3234d4VEsouWy4zwmLhcH8whqcqxgzzqpBswYu1u4wWfgxBv0fEY6tmTAQN/eo8TaTlszY/trli2JMjGoC94kYy4aO6QYkJeKWFpMcdQ5sw+6XtEK1WD4LOdjTzk6gQepOKRypJZG2LjHnijjJ7PPxqXeJwqXVMEcjMIS1LOFjYkALoqZEat+a46QBdEcRQbJC0/TaMxQ57WhCFhFLIA842nbAGY7GD2EvQyk/jnlyq8Fwh9JpW4YLOdsz6KeBVeo60Xuh0QaPA68nSKby8lirkWiwUeGmt1mqEIRVw7JTF1w6Forp+3WphAP/nzo342R2d8obKIYe04EhBRLawiR98FKG440W0B5e1+bA/IOLh4lmI2RKeqRwxrfC6HGEsnBXw+QM+PLZqBs9UjsBq9eD+YAzn6/oMlOk0Nhu/3XabTD0z3g+r1YMPhqrV3vthr4RP9wSxiUQw/xinUyo/GZ7Ee9sb1f7D+ce4ZduUBJxtuPRez1+1kn4oFMWl93oMfd/Jwmb1Yv4xTu2re297o6y6Hle4n3+MwyYSwad7gmo/+6yfMimSKcSu5Ufx2223Ge6vzerF+bo+3B+kKv7PVI7gsVUz+PwBHxbOCqb9gGlsNp6pHIGYLeHh4lnsD1DhHMFehONFRoE4hiHY5orhSEFEPuBwKCHd+Nkdnfg/d27U0eF5rgCHQlG800X7YpWEVo0wpLNYUwD6dKaEl9f24snSKTWRk8Zm6zzQlR7b40VzmPVLFMyYsF8qhF7M+mkCoJWfphVyjd1iGpuNgLMNtfwwCskWSu+T1w/W5oePNKg2jsmFwG5UpAD6dRjyviQkuW9xgJ7OVyGHtCCLNKtewItRQ41UUnMBQa2WgaLCnEyt2cGFdL7I5r2mS++NrM2PZn4SfeminBTWU2dtVq+qUq0kjbU/dzvKMZ1JxRuN4MaHvnQRB0NRA0C0Wb24PxjDPhOhuBzSghdqBmURNz3dWMymSbnlqmHbrF78vPUu3JdnZIg18mO49Hc5pqKmp8om8Gb7naaUZB9pwPyrqwwiZNo4UhDBwllhSZ9x7d8mZUv4r/8+izfb79QIZ37RtYAKbb7Zfif+67/PQso2s1A1D9ZG1/0jBUZxNyVCzg7Mv7rKtHeesdjxZvudOsaX9r0v/V2OSdKDxX15In7eetey93ar1YMXagYhGv42Kjr7Qs2gITmSxmZjX4C2MCV+DrGX4GAoir50owgczxVgxEtbqxJ72pXkseJykPi+DEOQ7+xEX7qIZn7yS3ugszYfCskWrOOnUEp6FrFf9KkuEHqtpcT3pAlnQ+vNIq06NqsXxF6CLNKMHNKCdL5qGQBdgCW1L6VGatxS4yYD9Ljno0Lj1foUK0q7IWcHavlhE/9ZChrX8qOQsiXszpGSeqH7SAMGV1AQPOGTVA/mzc4o2oRZtermIw04FKJUcEUl9VjhHA6FqJK7mK1Xclesr56pHJFpZXRB9JEGvFAziPe2N8r0d8oGuCeXejnrrK4sdrTw0zhTPk7BjMWOThLBc9XDah+6GZBkGB4vr+3Fp3++F3tlP3RFzfrd7iYTJVoW9+SKeK56OCllr9sVwye7VyKNzYbN6sWfY4UQsyX8ctN6nf0Ma/Ph2sMOSleT++Ffu60by62ecGweLh9aYdp7fSND6cW/fGjFshTblXn22m3dat/3uE/CtYcdugPD6bIJ/HLTeojZEv4cK4TN6kUam41Pdq9Et8YjPfH+PVc9jHtyjQfUfGen2qrgcoTxVscG7M0T8emf78XLa3tN71/A2ab2nz9XPUznncWOQrIFZ8rH0cJP6w4PHJsHMZsCX2X+d5II3tveiBdqBjUHPRZ+0oRnKkdUSz+tgruYTUHAoVBUpbjvzqFii4dCUZmSTud/mzCLzc4oAs42hJwdmPDRZ3JwhaS+TnvdFQ/03Tm0irKWH5UTRfEknWKjVssPI+TsUBVvGYtdtdJS2j+Se13fqEgB9OswlgboFjtYmw9uRzmySDOySDNcjjBYm29RcSVip+KMihiTsveYPas8V6DzMTZXYaYJo3zhBCSTAAAgAElEQVRnp+qFnsxOaamwWinzpt8joloYMAAUhiEoJl2YypRQyw8bgDHH5mG7W8TuHEm3Nyl/TzM/adpyxVjs6EsX8XjJtAHscWwejhfN4YAJmKoWBvDTls1fQFyNxWiGhHe6mg1rsdXqwW+33WbaA+52lGP+CS6pqviBYAyXD3oXAb8sXqzdhavfJl9o71Fa167+bA0+/c8YLty+VbV8pJ/F6j5DOb9UCf24cPtWfPqfMVz92Rpd69Bywmb14uq3CV6s3ZVk/tN7dvmgFweC5ntNPT+C+Sc4A5C1WGgP/G+33WY6f97pasZoxvLp7T7SgJ+2bDYwwmxW+t2OF80Z7rWPNODxkmn0pYsJ9yzegkVdQ/TicX7ShN05Era7jdZsVqsHtfwwpjIlFJMuAxhmbb7/z967B7dR5fniR1JbUveRZVmW33bkp/yKHdtx4jgKGjvGcbAT2ziObfyI37ItqfvmF5ZsNkAqufySDcuSgqLCkCKkEuAHyzAVBhZquMOFFCzUMLXLbwaKKX5sYOYWEzILM8xAhmSCzZ3P74/T3ZbULccJgZBbOlWniqCHpdbpc76PzyPi3rpSizUzl616oOfZ2hbdE3JtLagSBpBnawtDeWl/RzOXrYpX5tiaw5L5WGKXLiRaS9V9z24tD9v34gl6fMTH/ynju0/QdYJoJnDBIKpK5VGBrypq0MpGk8BlqB2227JFNPHTGj6RImalWK1JGRJKaDfSqVf1ZFa4Q9TiQTCdJRfKYXcwP4AD+QFMuCQE0iV020MqlMlta8Wphpvx6touVAr96gFjNbtVobjtmQz+bjI60e9g9leRsGp2EB0tm1C5wAoPXVE9je5YKK/rtofw1deP4ETFGH7u26QKbb26tkv2LY3coLNoIz6djM3T40xp+GymGCNyB7gvScT5PS6s46cwfzwy4GkRZjH/I8bdpxYP5v81A912/QBB97c3UPy2h3U8mHf7t9nV5FAp9GPuVDF+23N5wk3d9hDm/zUD1OJhnYwf2TWCPvPHmXL7+T0u1S5txCnhs5liXbV1Qhjc/9PJUo3VESEcpAwGaVcEDn/u24QTFWP46utH5GustYLaSAOqyrLKP5e1D46WTWgC8RShDvvzAuh3sI44Z3Jhe+aCQJyCmDAQCyqFfpxquBmnGm6G29aqQnm77SEE0pmA4oH8gNrhuTM3hFfWMCqDYkllt5ajjTJhqnTqRQnthpQhRVisRXddqMWDJn4at2UvIGSiPdAFS6FKg1nobJpVlXm94t93tb/FE/SrMuyEEBhIos4euLDHK/tQeCfpUurH0X7DCvpC7/2VtaR4oes/d6Fb5uWZ6FV4QelypoLoUrp8GgFFWah0xKkP4zUaHfDxfuzKYfSR6Hsrz9aGA/kBVnCLSozq+BEcK5vQ0LEMBh6jKfpK3NTiwQsr+2Qe+tL28hShDr8fWa6Kk4bPYaeEtzc06+zVHA57/PigqyGmkv6Fvc5FzyKDgcdHfSvx6eSV2OAx9fBjZROYO1WMr//2OL44dye++rdyzD9qxfyjVnz1b+X44tyd+Ppvj2PuVDGOlU1o1PSXtAaIBZ9OluKjvpWLFha77awoEUtB/IOuBhz2+DW/i8FA8faGZl0Hk3X8FH4/snzJFDBCOGwQmKBcNCpDcQAYTdHyz2v5YRwrm5ALLpHru54fw4H8gNxsiIzpSmg3duWI8OnYDCr0jxGnpAqahn9O5VztSxJVhNfl3p9Kg6hKYNaDi6FqFCRolTCwEOMuss9kUh+KaAeyaKOczC/uRhGNHIpdmGSfm+2l8XMpPuLjehrXJEFP4DJUL/RIGCrj14QLQLFEOlIgSrFa2xVutRZ1CFjNbjTx07grL6gKUoUruTOrNQbD3WIX8bPVW1W47v48xpMNpEuYkiGDKUIdDISJpz2+fBTvtK6P8Ok0GZ0YTZFwZqAGR0on1SSlgR/HoaIZ2d5m4cDhzfnYnxfAjkxRFf14oHgau3MYDHHPspDu4esUajH/bBrO3ZaFB4qncXfBLIxGB6QMCa95OzWVeoOB4p3W9TI6QD+ImkqV8MdpVrU1GZ34ZLwce91BvLiqV73uynV9fV2H3Fnn0CLMYu5U8ZL5fcp7DDsl/OWjW/Beu0+3wv9Np91ajvfaGX+PBSJLD5IyqQ9zp4rlhJzDsbIJmeOnvAe7Fi+u6sVedxCfjJfDZHTCYKD447Qnpmo+IRy2ZzL19ujgwGiw4zVvJ6QMBkm/u2AWDxRP49xtWZh/Nk2GWEa+n9HowJ5lIex1s/X9QPG0KpK1I5MVhSJhrmZUCL04VDSjKuBSiwdHSidxZqAGoymS2l1SfJPfaV2Px5ePMk9zYkGKUIcRJ7snAulMIG5/HkvQ7y2cxc9Wb8UWu6jSR9JoQ4SCuyLceFces12LTmQUjYl2WxC7dC3W2Hq2W8sjhCSjPdDdtlbVAz22n+y3NeMJ+lUYl0zQFajn5XAxFfSWNhjWS4S0Xuj6z+XUM0tRdk60ll4RakNJwCOV3LVCWFvsolo0ju6Sl9Ee7MyWk5ios8BuLcfObFGlrIQ/lkZZQqfloXOoFobwXO0tGvtNg4FizzJGmVlqh9hg4PHEcqb7Ev3bWs1unL8jVfN3CJHtwu63xFQ+L6M9mP+Ja9HzxGh04I/THrzm7fwGqBr2eys6OnU809xQ9S6+gSClwcDjNW8n/jjtWbTDa7eWY/4nLh1hWDZbhFnM3W/RpUVVC0M4v8elEYcjxIwnK0fwxPKRJV8bo8GOg/kB7FkW0pxpkWsmUgSu38HQGtHCdgqFcGe2qPkdjQY7fLwfO7NF1fIz/DdRisdb7KKugGK4grs2gV/675NoLVUdGxbOHq1wpKKltLgH+sJzw4uGsVFfsbU3FncqiSfo8REf1+P4zhP0cLsbrZATU6hULJQirdbkw1FW0dyaxDhMfaqnZWRQEa7kfldeUKPknmdrg9HogNHowDp+CierB1VI955lIVUobjSFCcWxqivbHBVurpSx4HFuIBZ4+Un8+qZGvLq2S+bEmZFja8bdBczvMzyIMRrsGHZKOOzxq/ZA/lQJx8omMOyU8FTVNl2RGoOB4jVvJ774Qwi3ZYv4xQ+YqIjb1orTnWt1urNMYfuDroaYnrVmLhufzRSrwm8+3o+5+y2q+mu4qI/V7Mb8s2lo4qdBCIf7imZiCNEsPs1cNp5f2a9CuFnV/ptYYZmRItSpFIDnV/ZfBqRd/k1kQaL7imZACIcmfhrzz6ZFBDPKtajlhzF3vyXimn02Uxzzb1oScvFBV4PqFBA+s2gjTneuhdvWiiS+Er/4QRuDt/8hJAeT2mq/g1+Bp6q2YdjJ1ow/VVLtVw57/Bh2Spr1ttkWxN0qxNUMt60Vr67twq9vYt0/JWhJ4DIgZUiq1oIiEFdAN2EmjSm4KwJxe5axrtWxsgmcrB5kCtLyfZVna9MouIcXzKJ5gAYDRTr1ok++t7cmiWGq2Jz6G2n2h7C9I1qA8rv1QDchnqBflcESdEPSIr8dK+ZejppxNJxU8ULXfz47p1x0NSqFfpV6shSrtVjWS0vZw5L4SmykTLfERVfrdgJbhFmMOPWE4sxIow2QMiTV6jD8/TlTGoadEnZkihpxLjOXjZ3ZTD07+pywW8txomJMLj5GFgzW8VN4uX7LZQmqNfDj+GS8XEdpm8MTy0dwquFm3ULIrhwRn29fFgOhxOGVNd34eLB60WKB0ejAxX+i+F1/7ZI56d/F5Ewu/K6/Fhf/iS56lhoNdnw8WC27s2jXOGdKw+fbl8nK9drE8VTDzbLnfORjgqUQn4yX64qRxpoOfgVert8ioyEiE+KpVKb+H51oWxJysWdZCDuztetTsBRiRyYT543+jRVLXClDoW9ErnsXXY0Rp4QWYVYXeeKiq9GZGMJGGpAdaq4M4eLgVyzJYi3RWooy2oNKoR8uujrGObRAuwn3QI+N+lrEvSKmqBy7PmwvjZ9L8REf19O4Bgl6pNVapBWSWbdDFg4jMhh4OIVatNtYoD+aou2yEcIO4iLaEQGpVbr2XYkhVAr9Kq/cQ7twpHRSVpE1YWe2qArFDcs89FX8KEs85MT6vXYfDnv88mbP/JmzaCN+WteLD7oa0CLMwkAsKg9dypCiAh8G9TpRMaZCiOv4ETxTM4i+JOZdqj342PXbbAviwtxhnKwexFvrW2XVXheerByRO+WRG3WitRRnBmqwxR7bbqYvScRHfSvlbjCr5DOOuQm/H1keETQMJkuY/5dElUP8pq8dv/iBVrRoKZM35+OVNd04d3YU849acTA/gBxb8xKUt1mxJsfWzESAHrXi3NlRvLKmWyOQtLTDl8cvftCGN33tqjbB/L8kYjB5IaE2Gh34/chyEGLCq2u71E6MyejER30rVai73txiF3FmoEanq2HG9kwJT1aOgDO50JkYwlvrW3GyehAX5g5js03fXm0dP4XnV/ajL0nEMzWDqONHVArGiYoxDVTVkpALKZx/Tlg36oOuBvy0rlcu7LB1nMRX4rDHj/fafWqibzQ6sIofhZjBFNwVgTgm+GTCMzWDOFI6CQ/tUvnqlUI/uhJDajc7nHJSRDuiAtEFdMxoCrNYa7cF4RRqIygunMkVA2FjXmRf+a4E4kyIJ+hXZdgJITAakheFbSoFKcULPUWou6QXegKXsURBJq3VmoNfEdNqjVo8qBT64eUnY3bWlnI2Ws1u+Hg/tiaJ7FzQEYqr40fgV7m2kZ1E3pyPYSdDuEQnzQYDhY/3Y39eQMtDlwUkj5ROah4zGh24NUvEQyVTmqTWbi3H6+s6LgvmzpnS8O+NN2EgWZtE5tpacH6PS7eLzpnS8KdQQUyx0QQuAxf2OnG8PNIuTvs+LvxmSz3mHxcuE/317cxM6sP84wJ+s6X+EkUDM46Xj+PCXmdMm9B97iD+FCrQLWIo3XOtQjuHgWQmDheLnqW3VjcIs3h9XYcmCedMLjxUMoVbs0TNHp9ja8aR0kmNcK7y2P68ANNOiVr3Dn4FAuns7GHneyRypIh2wJ8qoY4f0RWIc9tasTWJIUtYwf3KFNzTaAO8/CQqhX4VJal5nsEOB79iSRZresKVsbrtyvNj73mx6UBGQzJI/FyKj/i4rsa1SdANdlCLB3m2Nk2nS+G6FtGORZXcFbhTMF1ClTAQwVNVNmWFr3dv4SxGU5hqtCIU5+UnVchiilCHO3NDeKmeQcZEOanfnxfAsFNCMF1Cuy2oCtat4kfx+roOvFy/JcKP02p24668IM5uq8SuHFFN6CM7lwvXwm4tx72Fs9hiF9VK6oMexiF8oHga+9xBXVEbBQo4/2waDhXN4LnaW2DmstHAj+Od1vURHubKNZ9KlfBh9xodaNvC9TozUCNDllmgd/6OVBBiwm+21OOZmsGwYJlT/VkVesFHfStxZqDmG3QlWPfnQH4AF/Yl44tPZnDuzDDmn03Dhb1O/GGqBH+YKsGFvU4G8T8zjC8+mcGFfck4kB/QqaovfXImF84M1Ki8Pwe/Isw/l1PX3TM1TASQEBPO35GqBgr78wI4M1ATs2tmNbvxYfcauQMVeUgn8ZV4p3U9GvhxmLlsPFd7Cw4VzWD+2TScvyNV9/cyGZ3Y5w7igeJp7MoR8aDHr3YCt9hZcSk6aIpGchiNDuzKYZ72d+UFw/4O81N+uX4LXl/XgVX8qCrM1m4LIigHSfvzAri7YBZiBitgvFTfgztzmXetAtvz8pOqQFyurQWjKexeVHmCUQFaApeBKmEAwXRJhekupuBeRDvCbG4ikTl5tjZQi+c7tlgzIZ6gX5VhJ4SwYuEiwkfR3aQ02nCJbpLW0ii25zCndsIUqOpCJ0xfyd1Du7COn0KureUKVaLZXlQp9KPfIaJaGNIRiuORa2uBP1WS1agjHzcZnWjip7Ezm/HQozveyj7QqEmCOOTZ2vBwKbtnoxP/On4Ez9XeoknuDAYedxfM4uHSyctI7hgM+3TnWp1iqhkH8gP4sHuN7llSQDfJvuD67ytYCjH3gBkPevwx1sDCd+q2h/Dl6Xb8tK73Cr3rv9k0Guz4aV0vvjzdHkNnJPK6POjxY+4Bsw7yYGHOP2LWsbFj6+rD7jU4kK/VtuHN+TjduTYmfUB/nabh4dJJ3F0wq0lSc20teK72Fi3H3MCj3RbEw6WTMsc8Ml5r5P1hcVJkR76EdmOnrDkUHRNxJhe8/CT8qSzGi/48nIkVfPodotyYuZIYhaEyc20tWMdPwUO7FlVwd9HVKjVmAXmjRemYjE44hdolWT+Go4bSaMOSPdANxCJfs/i5FB/xcT2Na5KgK2I9ubYWlNEepFNvhBKzJSFXo+S+sGExpedqYQg7MkXcmiViHT8lH/T6QnH3hAnFpdEGNAsz2CDMqsklb87HaIok+6kyTvaBfJaATLiYrcewU2LdPGJBJvXhsYoxvLuxCZ2JIfVwNxrs2GIX8b966/B01bCaPJTQbhwqmpFh4Quf0Wh0YNzF1LCVKui4S1LhhM/UaC1KlGuw1x3E1397HLtzRLy7sQn1/BjMXDZ+eeMGXRVWwVKID7vXyJZq+oFAPT+Giwdt6gHfLMyAEFkR9rA5QljGQCx4snIEF/Y6Vau43/asxmczxTGh9JezRhS4cgntRoswi36HiH6HiBZhFiW0+6r5W1sScvHZDBOSUyzKLux14snKkYjDd9gpYe7wgpKwcm0K6CZcPGiL4dPLvotfLo7oQTpHUyT88sYNMHPZqOfZmtqdI+Lrvz2Ove6g7kGdSX14pmZQhRGOuxbg7fvcQfbviM6FGU38NA4VzajiUYKlEE9XDeN/9dZhi12MWMOdiSG8u7EJj1WMIZP6YCAWOIVaDMsWNxMuVsA6kB9QOfenGm7GaIqkFr0c/ApsEGbRLMyoyBUpg/HWYwnE8eZ8rONZ52VHJktQIh0azBoF93CLtQQuA+nUizLag1xby6JiO9/ejCfoV2HICborJp88nI+ZxFciizYuzWpN5g8rkNLY8FOtknsWbYyp2syZ0uC2tcLLMxRJtLPIUqfRYL9Et48VRUecEjoTQ7rdRCWZaRZmNEVD3pyP3TkiJlySBmLMm/OxZxmzW4t+LNFaiqNlE9iqUd5m9J6f+zahiHYs+XtypjT8tme1TPmJ/H2pxYPPAoW6BU1COFXMNZYiexZtxPzJ2Arn0d/r7FAV5v8lUaYrfRd0GDN8vB/z/5KIs0NVulzx6HlnbgjzJ526FLbwa8G+s/aaTaVK+CxQqOPBzmHcJcnn39ILLEW0Az/3bVIpXur6IxZsTRJxtGxC873MXDZ25TAaRXRhxsxlY8LFkFPRjxkMFM3CjFp00kONdCaGMOJUUCORRaloVMqVFWNY3OmhXfDyk3DbWmNYNLIismKxtpiCeziNRqHcLK5jEGmxlkUbl2SxxlB+LpD4uRQf8XFdjWuQoEcqV2rtkFiwk0l9qBaGUEK7o7porEJZRDswk8aE4tpkXpGeUJyP9+NAfgB35oZQz48hRahDPT+GzbYgsmgjjAamSt4iMJErQhhnW+GhixlSFA+dqkHOf3Z4sTtH1HQf3/S1453W9XKiy6xOducwVerIoMKMamEIx8vH5eCGvf5k9SC2ytDlbntIF+aZRRsx92op3t3YhCcrR/BQyRRMRie2Z0p409eu05ngMOKU8Lv+2phCOgZiwbGyCZzuXBsRtL61vpUpmx+3yOrrCwfnqYabce62LHAmF4xGB970tWPufsv3Ajp4qZlJfZi734I3fe0wGh3gTC6cuy1L5kAuBLYVQi/mj1vQbWfw8/DD9XTnWhwrm4gJxbVby/G7/lpZJT/yAOXN+XjT147tmWxdPFQyhScrR/DuxibMvaqn9s5+o257CM/UsDVysnpQRXEU0Q4cLx+X4aELgYPJ6MRMGgt+2G/PuizvtK7Hm752DQokfG0rSW44/1zMkFT+ucKp/9nqrWgRZtk6MNiRRRux2RaMuOfuzA3hQH4gLPGIFIhL4ivRRgPYJd8rRbQjkt4io2dKaDeqhSFkUp8aJOnZN8ZSzv12ZzxBvwrDTgiRKUiLBJ6yorHdWq4qGl/Kas1osEOwFCLH1owi2hFRHNa718xctqrk7ra1xuyamYxOpFMvGvjxBfjrlQhRyWKMm21BVQA1OuGwJOSiS05ItMgh5r2twIH1lN4HkyXsle0Qo7uY3fZwmHvY6wx2TKVKuL94WlOApRYPnqkZxI5M8TJoThzEDKaNole4HEyW8MWO3JgCmYSYcH9xZME7fJbQbsz/a4ZM67pUgc7MrDTfWI6/7rfL6IKrb81oMPBo5P346347vnpjubx3XqogwGGLXcT8v2bIiAj9z8+uhUmXv+4UavHFjlyZrqUt3H/Q1SAjoZZWyDQYeOzIZPFJdMJvScjF/cXTmErVWssp8PZuuxbe7qKrsdcdxGBydHGZURcU2obWk54h70acEroSFf0EbUGr3RbEZltQFfu9kvtSobE08ONIp14NrVJ5ntXshtvWqiq4x7RyDCsqF9EO5NiaIVgKYzYeoi3WMqlPtlhTnCtiJ+jsnIyfS/ERH9fTuGYJOmdKQxplvs95trYIJXeT0YkUoQ6VQr/K/QtXcleE4kZkLmxfhJjUwsakwAWVxGAjDcBFV6NC6EW3PYQy2sOCOQNFGe3BU1XbQIgJ/lRJ5aHvyhExmMySEgVSaDQ60JkYwjut6/HE8hE5GWX8Xbu1HEdKJ/HxYLXKs1LUSQ/kBzTJcaK1FEdKJ1X1XKvZjXsLZ1UlbkVETntIUjy/sh9fnm5XPdE9tAsuuhrvbmxCv0MbmJi5bPyq5UYZ5qZ/GPPmfHw6WRoBhTv3dzk4VDSDfe4gLv4Tjfg8RoMdpxpuxpmBGtUu776iGcydKtZA3L4/k0E2504V476iGSj2XGcGanCq4eaIdWQ1u3Hxnyj2uYM4VDSDc3+XA+XgP5AfwKeTpYtw3jkcyA/gVy036ojHceh3MPSDi66Gh3ap3udfnm7H8yv7dSHzigic4gBwb+GsXNxi6rhHSic1nQu7tRwH8gOqerPCN/14sBpHSiflNcnWbyb14YnlI3indT1Dh8iFCy8/CTFDwmAyK4op/HO/3EF/qmqbrK5LwZmYwnC3PYQKoRcuuhobaUAtlC3ADMN4rvI9rQjEjTgljUCcItJTIfSiUuhHilCndksVBfc8WxvKaI+sXRHLcuvbnPEE/SoMOyEECabMRREQCnRT12otpgoy1Si5L9h8Rj+fFYvTqReVQj+KaEeYqFzkcxXeqaLq/U2E4gRLIRrljl+urUWzhhVhU3+qJHcUI/+OmctGtz2E7ZlKRzEyYVnFj+KegllGX4nqRhbQTSrMPTrxL6M9eK72FtmRJFKEa8Il4aX6Ht2EOtakFg/+s8OLW7NERCeqJqMT/954k6wLo5/Ezj9sXtRarYR2Y+5UMYLpS3PyUArc8y9kYf5/MKE1tpd+M/HSRGspo4T9j2WYfyFLLcgu5bXBdAlzp4oXSc5lW9CHYwuEPVMziH9vvEnnb5qxI5MVY7Wd9djTKdTipfoeTLgkjYhhhdCL52pvkYu+ketOgbezxkUk6iN8TUavOwe/Atszmd1t9DlqMFCU0G74UyVVoDTicWJBrq0FW5NENPJ+uRh05QJx4fe3XideoSoW0Q5UCv1Ip94YnXaTGndoFdxjiFzKiXa0xdoCFUjvs7M9L8GUCRI/l+IjPq6rcU0SdCUJd/ArUEK7NUJxinBGGe1BtTCEdOqNgP0o3bauxBB254iYkgMVLV+PIos2qh2/Yaek8mEV+ycFfuQUanFPAeNg7cwWEUhnMN678oIYkau3W+yi2hkpoh14rvYWvLW+FU38tLpBKh2Kj/pW4lDRjApz99Au3Fs4q4p5hX/GmTQJ9xXNqHZWG4RZPLF8BH1JIl5Y2QcvP6m7wRfQTfji83/AL2/cgCcrR/Bw6SSMRgcmXMxPVk9Zt0oYwB+nPZoOSfjMsTXjwl6nCml30dW4sC8Z+/MC2OcO4osduVFJoBmPVYxh/lErqoQBKHzG+R/Z8faG5ss6/L/tSS0evL2hGfM/sqs8uCphAPOPWvFYxVjEdU60luKLHbnY5w5ifx7jxrOuE4O8X9jrvOR1/OO0R74mkY85+BX4VcuNmJDh6A+XTuLJyhH88sYN+OLzf9DlERJihpefxAsr+9CXJOKJ5SPYIIsRJvGVuK9oBjNpUkTArogP3ls4ywTcZHj7oaIZfNS3MqJjYSAWNPHTeGt9K56rvYWJUMmdgy12dk+MOCXclcc0FQIyV5wQE+4pmFUF3RT+eWdiSNV9GJa1IMQMCVm0UZNUcCYXSmg3plJZp78rMRSFimHw5HTqRbUwpArEqQruYQJxJbQbDn7FJaxnvq0ZT9CvwrATQmDmshcVP7oSTqbBwMPMZUfASmN3rTjVNaCM9iwq+GQw8BAshagQetHAjyOT+nQ7bJeerLBcJQyoPHS9pKOAbsJUqr4fusFAUS0MYVeOiAqhV1N8cAq1uD03pAtzN3PZuC2bOZ9Ev28Cl4GHSqawK0dr0+YUavGz1VsxlRqdtC3+XVuEWXwyXq4Lj08R6vBnMV8WoNO+3stPYv6YBW00EPNvpFMvvvpnHm9vaL4MVw8OKUIdTlYPYu7lQpx/fyM+mynGwfwAqoUhtWtpNNhhMPAwGHgZicfQHNXCEA7mB/DZTDHOv78Rcy8X4mT1oOxUsrT1YOay8faGZnz1zzzSqTfm89poAPPHLHKMoH18gzCLP4v5ut7mRbQDn4yXq5aiS/lcBmLBVKqEn63eqinGmIxO7MphYoJ6a+euvCBu01FvV+Dtt+eGNO9pMPCoEHqxK4fdC9HnhuJ/PpUqIxx1ilkK/7xKGNDVkFjKejAZncikPjTw46gQeuWGkr7loiIsWUZ7wlyI9AXiBEthBN1GcUzR+wyXr7kh75EGu3zN4+dSfMTH9TSuUYIenxmLzjIAACAASURBVPEZn/H5f+KMJ+hXYcTPpfiMz/iMz6s24+dSfMTH9TbigVB8xmd8xudVm/FA6CqM+LkUn/EZn/F51Wb8XIqP+LjeRjwQis/4jM/4vGozHghdhRE/l+IzPuMzPq/ajJ9L8REf19u4hoHQggBPGe1BAd0UZp1lVrk8FUIvqoSBMFGOBcGoNNqAbntItY3x0C4tX89AkWdrQyCdcWDHXRLctlbk2dqw2RZEI++XfSp5lf90quFm3JUXxFSqhIP5ARyU7aSmUiWMu5jwjmLjdiA/gP/s8GLYKYVx4Jmi9i9v3IBf3rgBtfywqgh8axazhotUruWQRhtw2OPHVCoTkLGa3TiYH8C9hbPwp0p4tmZAl0dGCAcvP4lzZ0fx8WA1nqrahhMVY6qn9OnOtbKoT+TrTEYnnq4axuvrOi7JzfuobyVequ9R+VvjLgnzR8yYkC3i5o9b0Mj7ES0KM5oiYf5xAb/ZUq8q2puMTvQ7RJy7LQtzp4rx7sYmePnJGPZFl7eeErgMePlJpoJ+qhjnbstCv0NUucgFdBN+s6Ue848LshVdpBhNI+/H/HEL9rmDmJC/o2IDxJlceKm+Bx/1rVz0c5i5bLy+rgNPVw3rCgFVCL043bkWVcIAErgMnKgYw1NV2/DxYDXOnR3FOn4Kehy5FKEOz9YMwJ/K1vHB/ACsZjdMRiemUiUc9vhlReeF1wqWQnW9KUqytfywui4V5wBCGAd82CnhPzu8qpihgVjg4Fdg3CWp6z/8frgrL6haEyr880RrKRp5PzbbgsiztcFta8W4i33mQLqEPFubhkdoNDrgoV2qzU63PYQ02qARhnTwK1AlDKjCkeGaFYnWUhTQTaptYyxhnnggdF0MOyEENkvxEpXcXaqSe4RQXAwld0UoTlFPXhBn0vs7C1ZIlUI/Smh3mPaBlodOLR7U8sPfkIfO9mcP7UJfkii7MkQ+biAWpNEGDDuZNgrTBNGqW9+aJaIzMaThBJuMTmy2BXEwPwAP7dK81kO7cKxsAl5+UiMEVkQ78EzNILbYtartWbQRr6zplnnjS7//ErgMvFTfg0NFWms4QkyoFobw5e60mMrnBmLBiQpmE6p33kXv0cfKJjB3qhinGm6Oca5+NzNFqMOphpsxd6oYx8omLnkWVwi9uHjQhhMVYzHWNzuzvtydpr9uDBSHimbwUn2PZk0sPs3YIMzilTXdGncRg4HHFjtTdWdnSqSAoJefxLGyCXmdRZ65HtqFg/kBbLYFNedlApeBzsQQbs0Sdd0KEq2l2GIXMSy7Gehdj2phCH1JIjy0a4nCfNr9Ipx/XssPy0KROvxzWTuphHajUuhfxMKRU11HFLHKdOpdXCBOFlZWBOIWFNwVx4rFFdxtlmKQ+LkUH/FBfISQfyWEnCXshuiKetxACPnvhJDfE0L+Sgj5n4SQ4qjnOAkh/w8h5Bwh5HNCyCOEEFvUc6oIIf9GCLlICPkdIWTnFXzWa5igLwjweGgXPLQLTqFWo8pcRDtQyw9HWCopB4aSDCi+yV5+Uj7gtDYbW+wi7i5gytPVwhDSaAOa+OkIuzXlwPppXS9OVIxhwsXsaO4tnMWtWewgEDMkVAi9MBrsMBodaLcF8csbN+Bo2UREgmRJyMV9RTM4u60Su3MWEiQf78ehohmNWJzioX60bIIlMbK418nqQQw7JRwtm4Bfx7pEOXSPl4/j6789jj3LQqoXutHogD9VwuvrOnS9VnlzPv698SY8WTmy6OFlScjFfzRtxOnOter7lNEenL8jFT9bvRVefhJfHbLi5fotGkVzRbRu7odmnL8jFU38tBrcmrlsdCWGcGagBnMvF2L+pBMf9a3EfUUzaBFm4ba1wm4thyUhFwlcBhK4DFgScmG3lsNta0WLMIv7ZLGz+ZNOzL1ciDMDNehKDKnrwGiwo4mfxvk7UjH3Q7MqyhZ9HV6u34KvDlnh5Sfxs9Vbcf6OVFmJlonFne5ci7fWty7q8W4yMv/0f2+8SVfZPdFaitfXdbDf0ehQPdD3LAvh6789juPl4zEVov2pbA0MOyWcrB5U10+erQ1HyyYivMyVA72OH8Ghohn4eL9aINqdI+LsNiYot/BdWIHoaNkEfnnjBrTbgjAaHTAa7KgQeiFmMMumW7OYevteuYBxomIMP61jwXAClxFhr9bETyONNqBaGMLObHbvbbGLurZRZi4bXn4SOzJZMUEpmoXf64r1Yi0/jCLaoXF9iN5HYnvJftvze52gXy9nk50QgkRLSZjg2+JCcdTi0RGK00/sFXujFKFOFYqjFk9sobgw0VIl8NZPvM0wc9kood1Yx0+hiCrFzytRjeZVu7UFkTSt3ZoikKUIOoa/RwKXgX6HCClDkoXGzBGfNYs2Yt8i1lZ35oaw1x3U2KAZjQ4E0iU8vnxUPvMir+1AMhM3vRxFd0JYke/stkrZ/1x7zer5MZy/I1V1jtBbC4PJEuYfMeP23GgrL+00c9k4mB/A/E9cODNQAx/v17Upu9rTaHTAx/txZqAG8z9x4WB+4JKJucFAcXtuCPOPmGW7NP015U+VcP6OVNTzY7rXZypVwtltlVf027ywsg8DyaJmnaXRBjy+fBSBdO06EiyF2OsO4s5cbZFIEdTd5w7KSX/k+kynXkgZEvodolYIURbqVYQS9ezVCGEieaq92hVZ57F7uoh2YB0/hRLaHeOeZom8UsiLFDHV31OoxaMKxKUIdTHtHpVEO1ogjlo8lxSIU4TlEi0lIN/fcyk+4uM7GzcRQv5vQsjNRD8I+nvCAptOwgKZZwkhvyGEWMOe81NCyK8IIfWEkHWEkNOEkCfCHrcTQv6LEPI4IaSCENJPCLlACPFf5me9pgm6wUCRaC1VrZEUT1pCzGpCkWtrQbUwhDxbW5SvMQvsq4QB1Q+93RZk3fCoir/V7MY6fgp7ZTXuDcIsUoQ61PLD6LYrtk9paoJztGwCP63rhZTBkpJ7ClhSoqi5b6QB9bPk2lrwZOUIfvGDNtk/lcoHKo/OxBA+6GrAS/U9smK4GU6hFnuWhTCTJkUlexzSqRcPevzMvsRAYUlgCuIPFE9jNIUlZrm2Fp0Nnymtzx8x46/77djrDuI/mjaqvr1v+tqxPy+gm9y7ba34eLAau3K0Vjfh05KQizdu2IyPB6vVgM0p1OLD7jX4dLIUtfww3t3YhL/ut6vK4uGv50wuNVGfu9+CA/nM8k6p/nImFwroJgTTJZxquBnn70jF/I/smDtVjK/eWB4x504VY/5Hdpy/IxWnGm5GMJ0puCodfgOxwEVX40B+AHP3W9TEXKPyLyvm/3W/He9ubEItP4xPJ0vxYfcaNYARLIX4eLAab9ywedHknBAzduWI+HiwGm5bq+Zxo8GO/XkBvOlrV31S/6NpI/a6g/jrfjvmj5hVhfjo+yTX1oKT1YMYTZHwQPE09rmDsjUUxYRLwoMevxyAcxG/10yahD3LFGVcM/JsbXipvgcfdDXIFoC8vFYpGnk/fvGDNjxZOaJaO1kScrGRBlT19r3uIO4pYMUqKUPCT+t6cbRsQv1+nCkNlUI/uu0h1PLDSBHqsEGYxf68APa6g1jHT8kWfZEdlkRrKdptQdX/vEoYiCi0KZ8lz9aGamEIubaWMG9Zs+olq1g2MkRMbHuub3d+rxP06+VsshNC1OLcUlSKeXM+XHQ1smgjXHT1ot0opSuexFciz9aGPFsbkvjKmKr/ijNBEe1AlTCALNq4aJCea2uBl59c8EO/osRg4dxiXt4mLfLEYEcZ7YE/VUITP60psir2VbtyWPE6lr/0PndQ146tkffjWNkE6vnobi0Ht60VT1cNY8SpVW1PtJbipfoeiBnSJZPk6O88kCzik/HyGBadHDbbgriw16n+W+89VvGj+Ot+O15d26XZ8/WmmcvG3QWzmD9uwfxxC46Xj7OCxxXZ5OlPg4GiiHbgePm4+nfuLphdkrI8Z3Lh1bVd+Ot+u2xDpv+9CTHhwl6GjNC7dnX8CD4ZL8dA8lK84SM/u5jBbPSiC/0GYsGIU8LTVcPyuRe5t9fzYzhWNiEj7LT2afvcQQw7tW4CRqMDXn4Su3JEHTtAVgxv4qfhT5VQRns0sY3y222xi7rnztK/O6/6n3v5SeTaWhYtzmXRRlQJAyiiHapDkPZ9WVE5ev/R77aza6WgfsL3ON6cvySXC6WpQb6/51J8xMc1GSCRQZCBsO7E34X9vyTCOg398r/L5NfVhT1nIyHkb4SQLPnfs4SQPxFCzGHPOUgI+f8u8/NdU66fAvPJsTWjjPYg19bCAis58OZMLqTRBlQJAyih3WGBN9u0lGBoIJl5Jw87WacgerM2GZ0ood2QwuzW0qkXBXQTOhND8PH+iEBqV46IUw0340B+ADNpDNZ7d8EsZtIYxH00hb3eQCywmt3YnsmgwbtzxLDOKYcs2oiT1YP4qG8lhp0Mum4yOtGZGFJtr8I3V6Wi/HDpJIMMh3XRR5wSnlg+gh2ZWosbZTOecEn4+m+P48crhvBszQCOypA5H+/HB10NMWCHHJr4afxx2iNX3WMfYpwpDSerB3FmoEb2fmfBw5HSSVw8aENfkggxgyXhb/radbv2JqMTLcIs3t98A+ZfyML5O1Kxzx1EEe0Ig6VyUKq/JqMTZi4bVrMbVrMbZi5b9fJm30WBuaahiHZgnzvIkvsXsvD+5hvQIszqXq9Eayne9LVj7odmiBkS+pJEXDxow5HSSTWoy6Q+nBmowcnqQRm9EWstc6jnx/DHaQ+a+Gndw3uDMIsPuhrg4/0wc9k4WjaBZ2sG8OMVQ/j6b49jIgZ002R0Ykcms1QbieqeO4VaPFw6qdMBM6u2fp2JIXXdDTuZ/d/J6kG5Y8E+J2/Ox64c5oe7PVNS78F06sVoClvzM2nMdvCgfE8cyA/gVMPNcmFnIZDx8X50JoZQQDchnXpVezUpg1khRv8WRoNdfd7tuSEMJIuaIEgp5JXQblQJA7LHOQtmlHsw19aCMtqDHFtzGFz5u9/TvucJevgA+f6eTXZCCJKsy1Uax+IwTlbMDO8uCZbCRRL7ha57jq1ZtTiK1cEKLxZXCQMooJti2Cyxteqiq7GKH8UqfhQpQp1uYXQpUzm3+h2iuv9GJ9FOoRb9DhEDyaJsZxn+OAcXXa0W2KIfNxALKoV+3F0wiwZ+XPN9kvhK7M8LYFeOKCc4YfetjM56snJEDv4jr+9AsojX13XowOcXn0aDHYeKZnC6c62mOx/+3oSYYtKBCGE2lu+1+/D7keWqneYl/7acFP7ctwnzP3Fh/hEzXvN2qvasCVzGInSL8PXII4HLUO0lX/N2Yv4RM+Z/4sLPfZt0iyWx3ivP1obfjyzHe+0+XdtU5XnsWpjka6Nd82m0Aac71+JQ0cxlrkcGQ399XYfue9ut5XiyckRFhYU/ZjW7sStHxP68AJL4yqj7hEcDP467C2ZRKfRrCkDU4lEbIqxwzWkeH0gW0e8Q1QJ0+OPKed3vEHXPnctZjylCnXo/u+hq3cKNYrNYQDehShiIKiJr95MELkO1esyxNV+iG872K8FSGIESUor0i9F/FLpkknU5yPVxLsVHfHxnAyQyCCqQ/1911PNeJYTcL//3OCHkz1GPc4SQrwnrfBBCyKOEkJ9EPadJfu/kRT6PhbAbVJnZ5JqK8Sx0v0pot8pDV5Ivo8GOJL5ShRamCHVRfugUTqEWbTSAndkigumKH3pkIGMw8HDR1RhIFtUOoML7aRZm0G4LIpP61AClMzGEF1b24bGKMYy7WBfy3kIGjx9MZjD3On5ETRQb+HH88sYNeH5lv+o1TQgLqGbSJJwZqMETy0fkg4ZBC/fnBTDilKISP5bUP+jxoysxpPpX3p4bwpHSSUylSniu9hZUCv26m3ICl4HP/5sbX37QiZ3ZIt7ewAIEo9GBXTns33q+3QZiwWiKhI8Hq+WAavED68nKEXy5O01ORs0gxIwRp4SvDlnx6tou1PLDeHFVL+aPmLHPHdQEd8p3tZrd6EwM4d2NTZh/1Ir5Z9Pwl3/IwOvrOrA7R8RmW1BFTyi8K6WLutkWxO4cFgT+5R8yMP9sGuYfteLdjU3oTAzFrJhbzW7Gmz9ixourelHLD+PVtV346pAVI05J/T5N/DS+3J2GJytHLhnQeGgXPh6sxmiKvgdwjq0Zb29oxq4cEUajA8NO5lO/M1vElx904vP/5o7BB+RQKfTjudpbMJUq4UjpJG7PDan+0F2JITzo8Uck28q6G3FK2J8XUKGDLroaTywfwZmBGsykLaw7A7HAQ7vw/Mp+/PLGDXKgzgojdfwIxAwJg8nM7/zewlnsWRbCuEvCYxVjeGFlHzoTQ+o9lkl9aLcF0SzMqPxeBYEykCzKwQ0f8f04UxpKaDeCsqd6Gw3IfPYw/rnRgRShToUOJvGVaudASd4L6CaU0O4IFM612dOu2wT9Wp5NuudSMr8CgqWQ8SwX46HLCZHCz0ynXtit5WGJvd5raAQHdCk89HTqVXnoC2tQu5cmWksjOm7axHppUzm3uu3sHoukfbDvkcBlwMf74U9V9B0ik+wELkM9H0tot+ZxwVKIYLqEYLqkgbIbDBQbhFkcK5vQULII4ZBJfXhi+Qi2JomapEWwFOJExRgOe/yX4T/OpiUhFy+u6sVr3k7NZ1J+D0JM+HJ3GjbSQMx73Wh04FjZBOYfYefQ4kXWyPXBmVxYxY/iSOkk/hQqwPyzaZh7uRBzPzTjs5livNO6Hi/V9+Bk9SBOVg/ipfoevNO6Hp/NFDOU2MuFmH82DX8KFeBI6SRW8aOX5cHNmdLYOfWIGcfKJhZJ6M3YSAP4cncawq9N9G/xmrcTL67qvQQKTDvNXDYOe/w4UTGmuz62JrHiMSvYRxZ/6vgRHCubYIg6nfURe93xKKHd6nmggbcbeOTZ2uBPleDj/fLjkYUrpTnQbQ/pnDtLnex8CkfEaBGa8lqTY1WFf850UJbGP1/Ye2Lzz01GJ+zWcqRTr6qzsXjBSOGfuyBYCpHMrwC5Ps6l+IiP72yARAZBa+X/lxn1vB8RQp6S/3s3IeR9nff6lLDuBCGE/IwQciTq8XL5vcsW+Tx75edEzWuVoLMuuINfgSLagRLajRShLoyHzqCFSlKWY2uOghaaYTW71URiZ7a40A2P2ETZ83y8X4W5+3g/UoQ6VAtD6LaHUC0MqZ3TItqBB4qnVZielCHhngIG1R13sapuX5KoCmnZreU4UjqJ99p98KdKYQcKEyZ7cVUvfrOlXg1kwrvoJbQ7YoM1GuzoTAzhoZIpOZk2w21rxRPLRzDhknCoaAaHPX65G6K9phVCL4OAP8wg1+9ubEIR7UACl4EHPX685u3U5Z8ZiAW7c0T811jFIjA6bVDw/Mp+9bOYuWzcXzyN+SNmPFszgFX8KF5Z0435R614fV0HKoTeGAEze88ELgO5thZ0JYZwX9EMXvN24rc9q/FZoBDnbsvCuduy8FmgEL/tWY3XvJ24r2gGXYkh5NpaFk3KDMSCCqEXr6/rwPyjVryyphur+FE8WzOA+SNm3F88rQaR1OLB8yv7Lxn8Ket3FT+K/xqrwO4cLTePEEYDeM3biQc9LJAooh14d2MTduWImH/YjLlTxTFFjajFg8Meplkw4WIICgYjNCPH1oyHSqbQKRdywj9TCe2O6J4rgdRvttTjxVW9qmAfISyA96dKeK/dhyOlkxFrui9JRCCdddD35wVwTwHrhCtwxweKp2VRIIakCL+XUoQ6+Hi/Cm/38X65aGKO+F2UrvvObFEtfEU+j0EHc2zNarFmATrIoIIpQh1KaDeKaAcc/IorFua6OvO6TdCv5dm0l+icS8l8DRKtpXIgGpuyoAjFJVpLkU69yKKNcPArFhWYuxIeujYA10u82XrNs7XBy0+iQuiVE5ArKRgxnjmDB5uQZ2vTgfLyyLW1YNzFuLjRybBCw9qeKWFrkrYTbjDwqBaGcE/BLIOyRyUyidZS7FnGuOgaeLOBR7stiB+vGNLpUrPO66truzCVql+4XGzy5ny8VN+D19d1xBQza5PPoIP5gUUSWFZIeHtDM+but2BHpnhFPHNljTn4FSih3WgWZtCXJGLcxfbHviQRzcIMSmi3vPZcl/2dCWFFhR2ZIubut+DtDc2axDf6uQfz2TVoowHd5yRwrOD9Un2Pri7Kpb7zVKqEV9d26SAhWHf/xyuG0G4L6q6bve4g9iwL6a6ben4M9xTMoloY0rzWanZja5KI7ZmSSrcKf9zMZaNZmMG4S3486vVGg11ejyY08n4dfvpSpxmCpRAVQi+8/CTybG0xqS2K4LG2gHd1+OecKQ0OfgWyaCPSqReJ1tJLrDFWhEzgMpBoLUUyXwNyfZxL8REf39kA+f4EQYR87zroC5uV29aKMtqDTOpTNysliMqkPlQLQ2HiULz6eoW7rEBktQrQ7HmKKq4ow9z7kkRkUh/ctla166dUchOtpQikS3hlTTcO5Acw4WKK1UqCMprCkvQS2q2KxQ0mS/j1TY14YvmImlgrh8n2TNadfqxiTE5mzcikPtyVx8S2ouFXDn4FHpQV3TmTS33/ExVj2Jok4rnaW9Dv0HYtlEP11iwRF+YO453W9Tjs8eOZmkEkWkuRxFfi5fotOFExpgv5MhoduCsviLPbKpeQpJuQTr34VcuN+LOYL3f1GeQ819aCN33t+OqfeezPC6COH8FTVdswf8SMMwM1GHZKlxG0clC62gtzKYctO1yHnQzBMH/EjKeqtqGOH8H+vAC++mceb/rawzj9ZlQK/fizmI9ftdwoc7oX/1yr+FGc3VaJu/KCukGfyejEiYoxvFy/BUl8JRKtpXimZhCHPX6807oeF+YO49Ys/cTeYKDod7DfemuSiBMVYyqUnTO5MJXKuOfRsEeT0amuVxbcmUEtHjxWMYaPB6uxPTOc78cS/SeWj+DXNzWq72802FFCuxFIZ2tdKVAp6/VAfgCvrGGPK8GXYClU0ShuWysyqQ99SazrLmZIYSq6XMR3VJwYFIpKuJaAEswpYpHVwlDM/aGM9sBta10kyfquZjxBJ5d/NsXooNfAbi1XESOX4loKlkKVo5ki1F0CAqrloSuJVSweumApRJ6tTYWwLtCxIvcFk9GJdOpFPT+GOn5EdTi4kvVkNDrUAl49P6aTbHAQLIVotwVjqllbzW5025katqKFEv56avFgVw5DoEUXfg0GXlXhbhZmNO8tWApxrGwCt+uIgBkMFCNOJlIarfy9lOkUavEfTRvxUMlUDC45h1p+GJ8FCvHCyr5FO+QGA0UbDeDz7cvw6WQp2uhiSf13P41GB9poAJ9OluLz7cvQRgOLcuA5UxpeWNmHzwKFqOWHddc4Z3LhoZIp/EfTxssWhSOEKfK/vq6D6QxEfZYELgO354ZwrGxC2wEnFjQLMwsuAFFrn1o8CKYz3SAtLYNppdyaxdw8NAWlMPeCdpsiYBh5P1gSclWRvAqh94p/Z8XZp44fQT0/hnTq1S3+htOsqoQB5NnaYlJglH3Hwa+4LP65JSEXKUKdyj9fnMLD/o6CwLRby+MJenzEh84A+f7ACPXGNfebNRh4WBJykUUb1SB7AWpoVpXetfZKCzD3FKFOFZmacMWGuacIdehLYorSUgYTF0mjDSpvVknKOJMLPt6Pp6uG8cTyEUylRkJ8FZh7Gw2oQVoR7cDJ6kG807oeW+wLPHGle/uatxOnO9eqXD/O5EKX3EVnCX3kZ92aJOJY2YTadXYKtXisYgw7s5nS9cnqQbkTqr2mCVwGS5C/fgRHSifxxg2bcSA/oPK0397QzLoaeorhcpL+X2MVaudmsalwpC8etOGhkin1sDYQC5r4aXzUtxJf3WfFiYoxVbDos0Ah5o9b8Jst9dieKYUdfN/MZk0JjLdnSsxO7bgFnwUKVaGZExVj+Oo+Kz7qW4kmfloNNgVLIR4qmcLFg7ZFOP6Rs5H347/GKmIm5wYDxVQqg7Ir/PoD+QG8ccNmHCmdxFdfP4I3fe0xu0MFdBNOVg/i1iwRO7NFPFYxpuoSVAi9OFY2ISMyIiHjObZm3Fs4i67EkAoNbuDHcbpzLV7zdkagGExGJ7bYRbzTuh4nqwdVJWir2Y02GlDh7eEUj6lU1sl/umoYPt6vBs7p1KvqOaTRBpTRHkgZjLfelyTqqOguwNsnXAsij+x5kfD2cLvFBYV2swoVVIp7WbRRTsquFf/chOs4Qf8+nU12IifoSXwlrGY3jEbHojx0o8EeEcSm0YZLiChxKg9d6WS56OqYvNFoESgP7VLtOfXufbu1HFXCALz8JHJszVeM6lASEkJMC2rUUZ/PaHSgUuiHP3WBehX9ecpoD3Zms3tM7/ENwizuLphlUHYdGPyuHBEH8wM6XVimr/Fc7S1MJDXqs/HmfDxUMoVDRdru/lJmJvXho76VeKB4OqbgWzr14tc3NeKt9a0asczoyZlcuD03hIsHbfizmI8Jl3TFAmLffDKa14RLwp/FfFz8J6bUvriwHROTfWt9K359U2PMQjJncuGBYnb+KnoxlzPNXDYOFc3goZIpzW9uIMxW9bnaW3R1bXhzPg7mM+0CPfh6HT+CuwtmdaHvJqMT7bYgdmaLKKM9uo/X8YzzXin0a211iUV1PyDEFNN+bSm/jcnoRI6tGV5+ElXCAEOXxeCfJ1pL4aFdlxCRXNCzUPjnKnInpuvIggimwj9Xio+xC9GMf240Ohj/nK+MJ+jxER86A0RfiOfWsP9nJ/pCPCvDnrOB6AvxJIQ95wC5zkTilA2IM6VFwFQX7CkYx5RaPCih3WoHLdxuzUAs4M35qOfHIGVI2JHJVDsFS6EuzH0dP4U9y0LY52ZWUC66GhVCL7oSQ3IXeIFPuz8vgJfqWWATSF8Qi5uQfaEnXEw8RkkUxAwJ72++AQ+VTEUIm1jNbuzMFnF2qAoH8gNqzflMpQAAIABJREFU9ziT+rDPHUS/Q9RU/1OEOtxTMKsKzyleoyerB9HvYMn7/rzAokHLX/fb8eXpdtyWzZIwxWJsHT+FD7oa0JUY0udTGR3YmS3iD1Ml6rW71GFWIfTi/c034C9/nwl/ahjH2UBRyzO/9bkfmvHrmxox7GSB5K4cER92r8H8MQu+OmTFB10NeKhkCgPJIiqEXrjoalCLR2OzRi0e9XcbSBbxUAn7Pl8dsmL+mAUfdq/BrhwRdfwIhp0M2TD3QzNeX8cs+5RDljOlwZ8q4S9/n4n3N98gd6ouFaixa/GHqRLszNaHSxqIBV2ygv86fkq1mnundT1uyxbx5el2/HW/fdHgan9eAMfKJtDvYL+54jnMm/OxO4fxuqP9ezlTGvodIva5F7rngqUQB/IDODtUhZ3Z4RBXJiD1UMkU3t98A8QMSS2M5diaI9a4Ig4XkHniL9X3YH9eIEK3oVLoR1diSP3dmnimNr9nWShMRTcS3i5YCrGOn8KOTKYKX8+PsbWurskFe7VqYQgltFsWc1zQqLBbyyPoMdfO/1yZ122C/n06m+QEfQUc/Arw5vwr4qFTi2dJPPQs2ogiyrq8bK/V67pzKp2iQuhFhdCr0UQJX9uWhFzVmqmM9lyx3ZqSxBFiQl8SS1q0BUQmFjcie6Iz0TZtl3wwmaFhWDdVKya3O1YXnVhQLQzhqKzGrQdJ3usO4mjZhI6nOIcCuglv3LAZwzqd2KXMKmEAH/WtxJHSyZgFTYW3/vn2Zexcu8TfUVwu/izmY+4BM47KPt3fvj0jKwx5aBeOlk1g7gEz/izm67i6aKfBQNGVGMLn25ctyidP4DJwpHQSH/WtRJUwcNmf0WCgGHZKeOOGzXITIPJ6pAh1OFo2gb06+jIGA49G3o+jZRMMvh517ynd8905oq74m1OohSQXhvW663ZrObbYRYw4JR1xOJbAl9Ee9CWJ6tq8Uni7mctGGe1RLRMjXYQif8/ofUG/IMf2HN6cH7HnLIV/Ti2eK+Kf8+Z8OPgVcQ56fMSHPGyEdSGqCbsh/i/5v5fJj/89YV2IDkJIJWHdBj0rm/+XELKaEOIlhPwnibSySSLMyuZRwqxs+ggh58l1ZbMWucHZreWq0BMLtBdUms1cNty2VtTywyigm6LsKxjMvYgyKNbuHDEGzJ0lngV0EwLpDLI7mMwS7BxbMzbSgCx6ttDV35ok4uX6LXjQ48e4S8KduSGNJ3qjLFJiMFBUC0N4cVUv3lrfGgFRMxALqoQBvL6uA79quVGFfZmMTrRRlvQzLm9YAiMfdCcqxtAiV5qpxYMD+QEc9vgxkCzi+ZX9qse13nVdx0/h4i9qcO62LNyey8TYNsrQvkC6hNOda9l7x4BYj6Ywv9nB5KUFVkajA31JIj6bKcYfpz1oo4GwYJL50e/PC+BPoQLM/dCMD7oacGduCPX8GHy8HzsymX/u2aEqXDxoY8q3j1qZLc0xeR63sP/3iBkXD9pwdqgKL6zsw45Mpj9Qz4/hzlyWHM/90Iw/hQqwPy8Q4b+tXPc/Tnvw2Uwx+pKWxks0GKjsQWtignAxKAYtwixOd65VfWE30gDe3diE23NDOHdbFi7+oiamArGBWODj/Xh+ZT8GkkUc9vhxID+gJqYtwixOVIzpBMpmFNEO3F0wq153BZ76q5Yb8fo6ZhGl/NYK5POt9a14cVWvzAVknLVG3q/xPr8zl4nDPejx4+X6LdiaJEZ0q5v4aWykAfV+Gkxm91hAtsDTdDrC4O27c1jAxZAGkfB23pyPAroJtTyz8Qm3V+NMLrWwV0A3scLeNfM/V+b3OkG/Xs4mNUF3CrWgFs+ifHLlvgnnoSuB7FJ46Eo3y21rXXQNGQ12JFpLVbu1HFtzjIKQFubOum9XDnMnxIStSSKa+GmdxIUV51qEWUzFsJ0yGuyoFoawK0dEAz+uuR+NRgdahFncoyq6R+5tZi5bdXJgSXhkYlVAN+Gpqm0QM3TsLA08plIZ1J3Zp11uoYIVgD/sXoOnq4ZjCMct+LN/uTsNz9QMLgnWbTQ6UMsP440bNmPuh2acvyMVT1aOoImfDoszvsl+wqn7WBM/jScrR3D+jlTM/dCMn/vYvraUs8cp1OKZmkF8uTtN129cmYKlEE9XDePD7jVLLDhHTzPq+BG8vq5DRtlFrlnO5IKYIeGpqm06yTuHFKFOdbzR6CHIgrr3FMyiRZjVXYMN/Dh25YioFoZ013AZ7cFUqoQWYVaH0sAKUU38NLbKCfo3gbfbreWXhLcrReQcW7Nqr5ZoLY0hLLsQ67ptrZd0jwjnn4cXHpfGP2evoxYPnEJtPEGPj/iQRyPRFWIjx+XHDYSQ/05YEHOREPI/CSGeqPdwEhb0/IUQ8gUh5BhhwVX4qCKE/Jv8HmcIC64ud3wvEvRou7VIqyQGXVbs1mLB3J1CLTbSAHbniPCnSqgQejXqnor4VbstiLsLZtUua4pQhzp+BF2yIrUirKX4lv60rhfbM5ni6N1hYnFTqUwgJos2qtBgpYv+cOmkbC3C/n4Cl4FAuoSzQ1U4ItuoKRXhPctCEDO0aqYJXAZm0ph6d56tDQZigdvWihMVLAkNpkv48YohObnXh0dttgVx7i/78FmgEHfKSfpmW1BVE/+gqwEDyfp8duU9f9fPgoNoq5RY02iwYx0/hY/6VuLCXieOlE7CbWsN+xtmNWA5UTGGz7cvUz3cf9uzGs/WDOD2XEYlaKMBNPJ+ePlJePlJNPJ+tNEABpOZ5sCzNQP4bc9q1Uv88+3LcKJiTA2wVKSFgcJta8WR0klc2OvER30rWXd7iZYzSXwlnqkZxO/6ayOuTXQAMpAs4oOuBlU9f7MtiHc3NuHO3BATu/vLPhl+pw+7LaId+PGKIQTTWUHoRMUYu3bEgjxbG46UTmImTdJ0kgRLIcQMBkdXOmhOoRZHSidxdqgKgfTw13BI4ivxcOlkZPecWJBFGyPW9v48VkAKpkvYnsm8z8N9gpUCTFdiKOJe2pXDqCTttqAqPBf+PRO4DFQIvfCnsqLaxhjq7eHw9jTaECEgGXvPiCfoMUYjuT7OJtVmLUWouyweergf+lJ46IofsRIwK4JNi8FTw72OY9ut8RFq7gz5tXQV7+jPSYgJzcIMtiaJslo71Xw2t60VoykSuhIVYS59a6qZNEl1FAl/3G4th5TB6CZ63c106lW1UfSUtVtkqPtmW1CTPHCmNNyeG8LL9Vsu23pNmQ5+BV5cxZBasfZgQpj112MVYzi/x4Wd2eKSofVGowN5tjbcLhd454+YMXe/BR8PVuPHK4awI5MVSDy0C2m0AUl8JajFA2rxIImvRBptgId2oYmfxo5MET9eMYSPB6sxd78F80dYQfr23BAT+1ti4mjmsrEzW8T5PS48VjGmY2lnirgW72++AS+u6l3Ekm2xyYT9Xq7fIkPtIxNgA7Fgsy2I52pvkZsGWscARRtFSzVgKI1dOQwtxb5HZHfcRVdjJk2KaRmYaC1FV2IIoymSeiZGrkGKPFsbtsqCfeH3zuVeB87kQib1Raq3x7jPFY2UcHh7LJpMuDCl29aKJL5yEXqfPv+cN+dfFv88RaiL26zFR3xch+N7kKAr3Y80uOjqCLu1cJi73VquwtyzaGNUEMXg67X8MLZnSrgtm23QeokBZ0pDlcASwIP5AXTJ3PM8W5uaoCtBl2ApxI5MEa+s6cZ9RTOq5do9BbPYkbnQRffxfjWprxT68cLKPvyq5UY08v6wBJCJn7xxw2ac7lyLbnuI8SoNFM3CDA4VzbBueJS4XSb14b6iGezMFuVuEOt8PlMziNEU5pl+qGhG13NcOUCOlE5i7n8fx/ubb8CB/ADe3tCMCqEXJqMToyksSR9xxlbaVcRiTneulcVXlnboKb6yr3k7cfGgDR92r0G/Q4zqJnEqOqBKGMC4ixUk3lrfirPbKnHu73JwYa8TF/8xERf/MREX9jpx7u9ycHZbJd5azxLucZeEKmEgDP7MqevKbi1Hv4NB6S8etOE1b+dl+NCy362eH8PpzrWLih0ZiAUjcsFjNIUJ/1UIvXh7QzMO5Afw/uYbMPe/j+NIqVY0R5mJ1lIcKprBw6WTGE2R8EzNoIrE4Exp2Jkt4r6iGa2ljYHCxzO192ZhBgYDhdHoQLc9hNOda/HGDZsjxKGMBjsaeT9+1XIjXljZx3xo5WTbF9Y935HJoPSKtdp9RTN4ZU03dmSKEfcIISxBz7O1IZ160ZXI7q3bc0OoEga0ehDy79IszOC2bKbWW8sPa9TbE7gMZNFGFd6+wAE0q91MBXXjoqvZ/XFFfMOrOb/XCfr1MuyEkIXgUsND1w+qL98PfWHvybE169itafcCBbWhwFmji8Xhzw1Xc/fQrhiickuZ7L0V6K6Xn9QUnwnhwJvzsZEGMJW6IGAaeRaw82lXjohG+cyKflzhB2+2BXVfvzVJxNGyCaziR3UTtB2ZIp6q2ibz5iOvid1ajqNlE3iqapsOFH5p02p246ES5vndwI/HvJ6KUvjZbZU4u60SW5PES3C7tfu51exGCe1WbSXfa/fh3G1ZjEr1sHkB1aXMh8346pAV527LwnvtPtWmtYR2X/Zvz5lc2Jokqp9fT2E//LM28OMgxISHSqY0sPOlzhShDk9VbcPRsgmdQgCHNNqAp6q2YUemqFugWcWP4qiqjRKFXjTYsVlujDCdAy23vJH3Y1eOqJ5H0a8vod2YSpWwkSpaCJHrP4HLgJefVKkg4ffO5Uzlt/fQrkuqt4cXkRV4+2JCk+H2aor/+WIFxMv3Pzdp+OdKkZPEz6X4iI/ranwvEvTFYO6KWrMiBlXLDy90LtQDj0EKc20tGE1hndWBZBE5tmZdaG069WIqlam5K97pabRBrbpm0UZVnb1RFot7tmZA7SLeUzCLfe4gRlMk+FMljDglOPgVKh9ekrvoB/MVaDUnH7ppuDVLxMeD1Xi6alhVe7dby7E9kyX/0YGNwUDVTrMiMGdJyMWtWSIeXz6KviQRz9QMIpge7am+MM1cNl6q78HXf3scP/dtwqGiGbxxw2YGhZQV4j/oapB5zvpQdktCLg7kM1i4P1ULY7zUgZci1GFHpohPxstx8R8T8V67D7tzRBXpoBWAYvQGJdk0GZ0wGZ1qUUOBOYevIQWyWiH0YneOiPfafbj4j4n4ZLz8/2fvy4Pbru59tVnS73d+lmxZlldF3iJv8RLFsTFKhINxHLzFON7iJd5lWdvLJDd5aXKTSYZJhrw8MmEYeGSgGfJg4GZgYMiQoQMDDH0wodPbKfBoO9DelukAfW3vva+F2/a2cPt5f5zfOT8tP8nO0kvyRmfm/JNYliwdne/2WbCvKKIqsJRuG/R2+POj+OdlSi1IxfnTagl2WejknCmh15JhvLO1H2erArjq68PXf30ar7UNp5zmGPQOhApoUT5mpZ/t/mIFRt4uzHNkQGITx0HacWxdGHuLonx6Xip14rnGaXw22Yz9xbEaBwbkCE14QG4aRAujnPedIzRhxkbP9GxeFCdc1LmAoUde2jiB5xqnaeNJVntnDYtOMQAHaeee5g9WUrhtAfGqUk1KpU5M5EZwxEknIk6pKw5CyDjqVWSAw9tZksvgzLcevF2PTIF+U5ZFo9FAMq1HntiCnGvwQzfoHbCY6+L80NPBQdl96iDtXLRJaQ6rWyTFwtyZq0Cq5N1OWrFZmIVHmKYx4jo42GzniS3oIbSpzAQj475XWguqyAAW7KkVronJjQXZKpTGmmSBr3k7/e6rFdk5QhO3Kk3FZX+segmHSyMq9yV1+Ljs2Y2H1i+n5JOvtllj4TeLNaqQ+thtynJiX1EEv/svLnwy2oIR69pEQNW3UW6W2mHKckI0VcJiroPFXAfRVAlTllM+o0TlPKz9bxuxRvDJaAt+919c2Fek9j7Gxg0KOf/NYk3ce3OtO8tQiIfWL+OyZ3eMs0n8+3i4NJKkr8M+V5vo4ZaaydN7GqNOuEKYt0dVhQYdpB3BAqp5ojY9Z04FC3ZKhUpqHslCuoPZYfSQ4HU3gDQaGs9zhCZ4hGlsFmZhJ60pm3DMRSQZ3p767mCilA7SnlbUlMW5WP9zep+lo/vE+5/nCE3IE1sgmdZDk4lLmZVZt9W6ZQp0Jp7BIKvxisx0chELc7eJnriLUKsVYBUauJp7qIAKkSXb0hj5pOFkWRAnXNRizU5auaAKe5xWK6CAeHFsXRhvtt+HB2TLNeYJvbcoyqfozeIUn6LXi6O47NmN793Vg+1xXCsj3GQQr7SM4pdjmzhUWasV0CCO40zFCsZzkrvTpiwnQgXUA51Cx2hAe8RNfd2X8qO4smmM+pGmSESJyY33uu7B1399Gm/cMYSL9XN4Z2s/V0LdKYuaBQuSbd+UwEV58Z9NNuPN9vvgJoPXPBHS6XLgkrqxryiC97ruwR+O2fGHY3b8dOeduFg/B39+FF5hEcWkAxZzHcxGF7IMhTDo7TDo7cgyFMJsdMFirkMx6YBXWIQ/n1rQ/XTnnfz3vdd1D/YVReCSuq+Zh6bVmOAmg3iz/T58NtmsKozEtl5nQ7CANjh2Zoe5ovI7W/txsX4Ob9wxhK//+jTe67onpXe9VmNCrxTClU1jWMqP4rgrhEfcfp5AFxAvzlYFECpIFhLKMhRiPIdOuunkQeDUiF+ObcIrLaMypNTI3//t4gq+d1cPLnt2U1V3eXreLE7x6TlrRJ0so2f+gfIg3my/D8fWheWimxY2lFNKhZzspBWdYgAn5ARemXTEN1LY45jVTq8UglVoiENV6LQW2ERPHLyd61IkOD+USp1pxL3+s3emQL8Jy6LRaCAYy2ETPZyHvhY/dCao5CDtKCI+5AhNFHKa1m7NEWd7ZBM9KWGnTACOcU7TWSpptQKIyc19lJ1SVwrv9LVto6EEHmEa4zm0sZlcmFJLxdhCJvF1abWEu2mo8XiZI8n9ZSEMWVRgzlrqm/54zSJmbMlNYSYod9mzO4W2hxHN4hTeuGMIAUfqWLOWPWQJ49OJjXhp48Qq6u0UHs0cRH45tglL+cwi8psUlFTek2xzDZby6Z3NnEeSaQrxf1MB8eKljRP4dGIjhizh635+vc6GgIPayjaLU0nvCdOWuezZrSr8ZtA7MGOjaD41X3OD3oEhSxj3l4W4U0ji/3eJK9xtJYm+oRXiGk/Mqjb+d9hRL45iPCcCjzB9XY4B7H016B1wSl3wCouoF0flKXdqeDuzXiyVOlMIydHPWK+zwSZ6EmwdU4ma0pzYaChBjtCEIuKDg7SvInypPC7LUMj55zbRI8fhTFzKrMy6ndYtUqCrw9yVqRjtXDMri2ZxKibZiYfEeoRpBOXEf2d2GHbSmnS5MhXV2EkfU9TUaPToIVShWqe1wKB3oFMM4PmmKT5F318c4b7Q83Y6cZzMjfLnMhpKMG2jU/QLtQtxvuh6nQ1DljA+6t+Kf9y2gwrGyZ3SfimEs1UB/m+xl26O0IRzVQEccVJ+oVZj4sI8+4sjiBRG8fKm8TghsMRtynLilZZRXqQ/WLmC97d38sKyXZjHD+/Zjmc2zKgIASlbMJbj2LowfrtUjeebpuCSulMEmdWDoU5rQY7QhHZhHnuLoniucRo/urcD/xKsxB/+Ph9/OmnBvz8gxe0/nbTgD3+fj38JVuJH93bguUZKbWgX5ink9Lp9sI1wSd14vmkKv12qxrF1YZVuv/La88QWPLNhBj+8ZzsXXtqZHcb726nVGSvOX2lJrbjLBARf3jSOSCE9W0yAR6sxIdtcgyPOMM5VBeLQGOyxXoFSHPqlEJ8UeoVF/OO2HfiofyuGLOE4ob5SqRMXahfwUf9WTNuinC9nJ62YzKVneV72UT9TQQUR2fT8+aYpdIoBGPQO6LQWFBEfekgQGo2eq9LGIlMUVeT4pMZOWrEzO4xDpdQdwSNMJ1FWWJLULE7FWFrJ8PYEtM2tA2/XI1Og35Rl0Wg0MGU5+QTIYq6LsRZKz700G13XwNlU7NZiYe60qFeHubNEu5YMo5YMxxT0qQWkVuOyrilGyt+dXimEHqbZkIKHO2+nXPRkFWs6RR+zUrtOtSJer7OhS6TODbGuF7H/3y+FcKF2QZWLrNUSXtDtUPXzNqJRnMA7W/uxtyg18mst8cMqNOB8zSJ+s0gL3NV+F2tQXvX14Y/HbfhJrw8BRzShQfi332ygEHBE8ZNeH/543Iarvr6Ehr76NugdWMqnU/PzCVo317oNegf2FlHFdjqgMCa8ToIdJMgbLmrFc5e4ggu1C+hPYeHnEabxQHkQXeKKyv/T4nt/cQRjVnXuudnowmA2pVml0l+wiR70kCB6pZBqznctn0usdsRqQpDq94A6vN1oKEmCt6e1V1PR1DAbXWu6A01ZTk4RyhGa5PwjE5cyK7Nup3XLFOixMHdmmxSbeDOBnlKpk3NS4ycXtNgrlToxZo3gcGmEK9omJk8MzrszO4xT5UEcW0f9mxksasgShkeYjpuiH3XSKfqZClrQxxYwbIruFRY5/MgpdeHFjZP4cMc2zObFKprSYvtsVQCf72nAY9VLvCNsFRqwryiCY+vCKYuxJ+vmMZkb5Xz0IUsYL26cxIKdTl4v1s+pQtTYNhtdvEj/3l09OFlGFcbnZQu2MqkH39k8yhVmUwYyuUFw2bMbv12qxuFSNXuf6zsHWo2JN0fMRheyzTWwCg2wCg3INtfAbHTxIjG1N/K1bEozOFxKreUue3bzAjnVYzzCNK76+vCdzaNc9GfeHsWHO7bhZFkQ37urhxfnqTmBFPJ5sX4Ox1106vXixkkMWcKcdz6ZG8WTdfMpmzbH1oWxrygiJ2l0gvZY9RI+39OAswlFvdFQgtk8+hpf3DgJp9TFYcFeYTFOuZ01oJby6ST9zfb7cNQZPz33CNN8cpMntsAn+HFsHf1O7cwOc9pHYlLDlHgPl9KkrFTqTELDiKZKrjlRKnXyRkJiI4/bMt4S8HY9MgX6TVkWjUYDo6GEcyiZ3ZoyPVq73Vp61WODKsxdNFWmhKpqtQSiqRIVpI9PztSFoZQG5Opq0Gu7G42GErQIMxizxk7Rk7no28UV+PNTFDRaAjcZ5EVRsio6LXwPldIiXq1ZS0xu7CuK4OH1y6pQeEbDer5pSnUqq9WYsDM7jKs+6qpy/UU6hfb3kCA+ndiI73p30ib1KgUas1I9XBrBL4Zb8Ye/z8cH3XfjkEy7urmCk4oQbr04ikOl1Pb0D3+fj18MU3u7WMvKdK+5UZzAd7078enERvSQ4JpFTtW2QU8V4a/6+rBT1XKVoh2eb5ridKvEv8tB2vHweiqKl4wQo03s/cURHCqNqDYSRFMlbxa5yaDqWS2TeuDPj2K7uKLKPWfT8zErFf2ludb1fb8S3RdSNfxj89FGcQIVpE/OR9UtGnVaC0RTZQp4u7rDhJorxar2ajKKiNmrMQ0P+p5k4lJmZdbttG6pAp0FMafUpQJdVSYXDPaa6DfJJo7MsouJxSV7olNBkWZxihcjM7Zo3AR9BwnKVm004dsuruCF5km8uHESS/nJU/SAg3LRWaA16O28YHtp44QMJRZ40NkszOLtLQP4+a429Mqq6lqtgHpxFKcrVlThhQa9AxO5ETxZN88F5YyGEoQK6OR5Ipf6oz+8flmFJ6ZsU5YTP7i7G1//9Wn8dOedOOIM44Puuznk3mKuw9mqAD4eoD7d6Tr6zFf9wx3b8NlkM444w9fM9f6mNuPGH3GG8dlkMz7csY37lqf7ezUaPT4eoLBzi7mOQ8o/6L4bR5xUmO3rvz6NH9zdnYY/SPmaD69fxoXaBUzkRvBc4zRCBVEOyfUJfjxZN4+J3IjqWRiyhHG6YoWfLZ0uB71SCD/f1Ya3twzEwQXZ2Xpp4wRvyDBObxHxYcZGz3Di9HwpnzYNXmiexHZxhScIDtKOHSQYN0GfsUX545rFKVUXBdFUycXhmDUeQ4TEJkl5YkscnUVRb4+nwjilrltEvZ3tTIF+E5ZFo9HAoHcg21wTB3NflX8pJ7axvsE5QlPaxJY1fRjMvYL0yfDTFGJPstZFIvdULTlnkPhqMoQtwtINisXR2FFEfNhliWC7uKLSBFMcK2bzqAuGGhfdlOVErxTCwZKIPCVPnIJT3QsWi5L54kY4pS6OlkluQtIG4umKFTxZN69a5Ot0OdhlieCqry+thsraNoV8X6hd4JNlKqa5WsNY8SU/XBrB+9s78eW3CvHlfy3Ce1334OH1y5jIjXAKD20O22lzWEug1QryJnJT2Q6z0cUpcxO5tInxXtc9+PK/FuHLbxXi/e2dOFwauQbfdSOKiI8jBS7ULqwC6V99M82Tq74+7LKoURFocf1kHT0DiQMDjYY2+xkKkQ4F4t/rLEMhj1FMPyfxjHmEaRwsoTSnZDoi5Z73kKCi3K4yPc8RmrBdXMEuC2t0XJ/OQ6w43BZhCdVkKKX3OUN0JmpRpIK3G/R25AhNqCB9cfD2dE3DLEMhh7cXEK98/9lXbVDG2qvZRI/coHRAk4lLmZVZt9W6hQp0dpE5uNhUFRmAVWiIg7mzyYVHmIZT6kqYXFD+kJsMcrG4ydwoh6vHBwcCO2nFmJXaQR2WvTc1Gj02C7MYsjAFaqWIYVx0xvtmhcyBEmWKvk1Y5pe6U+rCEzKcWOGU0ec3ZTnhz4/iF8OteKF5ktuoGfQO9Ev09ybDCymX7kBJBI+6/agmQ1wR+9i6MJ6qn8OINYJnG2bwQHkwLfRNNFXilZZR/Pnrb+N3e9fhQEmEQ7OZf/BELvUSTZzEqm2joQRDljB+eM92/Hq+jlur3UiH/2+1dVoLt1z79XwdfnjPdgxZwqvw1hTkg0aj50WzVWjgVIEDJRH8bu86/Pnrb+OVltGUfr1sQvVAeRDPNsxgxBrBU/Vz3CJNqzGhmgzhUbcfB0qSuYgMNnhGVltmgb5M6sELzZP4xXAr/PnxfHVp+GqpAAAgAElEQVTGwfyofyueqF2g03O5eNgmLPPp+YGS+On5cVeIc89jm0+N4gSGLGFsFmah0ejRLE7hsGytNmaNyDDDZCXeIuLjFnmzeRQGH8vLZZMJp9QFjzCdMJmgsD+r0MBRNpSbnorH903sTIF+E5ZFo9FAr7NBNFXCJnqQJ7Yg21wTwydPb7fGiiQGc1egoanhpLEw9/QTrmT1Zor2UivoacOpmHSgXZhHizATo59yfTHSlOWET/BztWq1KbrZ6MI2YTm1ortsqRgsiMbwseP/TsFYjsncKE6VB+WpdPJ00yss4kLtAnZmh1X45JRS83jNIk64QqpOI7FF+r6iGxFwU+6YNmEOb905iF/NbMCBEgVdtPrjDRy90yhO4EBJBFc2jeGT0RbuJvLltwrxfyPl+NXMBnwy2oKfDbbjZ4Pt+GS0Bb+a2YD/GynHl98q5G4jn4y24MqmMRwooUW+gvpbS3FNUXUHSiL41cwGvHXnINqEuRuOqXqdDfuKImmKcxovTrhCeLxmMY6iF/s7dmaHcaF2gaK7VM5GoziBU+XUEjWZKmbgvPtggWJVm/hZVpMhLNhpXqVG1zDo7dzdwCf45Zh3fbGA6Z60CDNoF+ZRTDrSUFfssJPWNbg5xCN0kuHtKWg3MlUn6Q5bxV6NDW2yzTXIE1tgEz0QTZXy35GJS5mVWbfTusUKdHoxWYUGzi8tIN4keGsB8aJRnODWS/HwWMUT/WCMhVPyxU0THSaYc6ZihdusuaRu9JAgtosrnJuWZShEl7iC55umcKlxD/z5ig3VqXLa4V3KpyqkDFZo0NvRK4Xwrq8X72ztl/l6ihd4EfHh8ZpFPnlmUHeLuQ4HS6jCdfIUgD7udAXlCLKCzkHacbaK2rWNWSm08IQrlMY3lRbVD69fxu9/9y189T/NOFASwXe9O/HypnHUi6M8cL915yC+33EvdpDgKgkUbZD4BD8ue3bjn5fd+K53JyZyIwke1//5m52LiVz6N/7zshuXPbvhE/yrCjfpdTbsIEF8v+NevHXnIA3muhzUi6N4edM4vuvdiQMlEXz1P834/e++hYfXL6ct9i3mOpxwhfB80xTGrBH+uTlIO2+4PFBO/cdTff5HnGEcLFFoBcTk5kiAxxOmR1otQZe4gne29uNdXy96GV9dhg8uyL7ns3k0GWc2gv78KC417sHzTVPoipmeW4UGbBdX0EOCsv4AtVk7U6EI/aT6vjErxIMlKbzPtRZuqdgoUvGnRJpLAfFynQqr0HADmgN/i50p0G/Csmg0Gmi1VgjGcg5z53ZraTmYirgSs1uLhbmnFmSKh7nzJDrF2dJqBQjGcg5z5y4DKcSkLOY6NIoT8Aq0cZlsk3Ztd1mZ1LPKFF1AMengXHQ1+pFBb4dXWMShUmrdplZgF5MOHCqlaDQ1KLtB74A/n1pjqgp8aUyoJcN4oXkSB0oiqpoezILr7S0DCBYke6xfzzbo7dhBgvhxz134dGIjjrtCa4KRJ2/FU9omeuAmg2gX5tErhTBmpY35aVsUY1Y6BW4X5uEmg7CJHhgNJauc1VSfLx0IHHeF8OnERvy45y70kOA1Oaek2lmGQgQLonh7y4CqlZ5GQxszB0oieKF5ErVkWBWhsVmYxfmaRdnRJRH5QKHvB0ootJ0iE5ML/NizpyZ4aDHXce55MelInsAnTM/V6Bxr3xRV6ZK64RUW0ShOJNjBxn8+zFWIwdsp0lPtbNGYxpp/a4G3swYAg7cze7X0YpfKWY21V7MKDfJrs0KTiUuZlVm31brFCnQFZsQUmsuknhivSMX/mInFJdvcUP/ZenEUC3bKcx3MpvZlalN0B2nnU/T9xXRinCe2cH4ttwHTCrCJHuwtinIuOvNFf7ByBQdLIpjMpVP0IUuYFvYy5H5/MbX8embDTELhRBVxv99xL3422I5pW5TDpCpIH+4vC2FvUVRleq3ACw/EFGnM4uYRtx8j1gie2TCDczIMO9WlrtUK2EGC+OrbRnz5y914sm4eZ6sC+HDHNhwupe+H0VCCyVwK13+1dYQG7VUDIe3+T+RG8Gb7ffjtUjV+uvNOnCwLok2YW8X/80a34m/cJszhZFkQP915J367VI032+/DRO7apipaLUE1GcKrrSP4cMc2Lqqm0ehxuDSCD3dsw9mqAJ6sm8eXv9yNr75tlEWRUiWBBljMdThXFcAzG+jk/BG3P8a6hiYlB0oiKWCDdIq/t4iiNxhPPstQiGnZg/37HfcmKOnSgv6ZDTP4Sa8P+4sjHFJuFRowZAkjUkhFDg/Kz8t8zxn3fG9RVC6kBW5jx3QamG7D/mJlek6pIcnTcwdpx2B2GIdLI1iwR1Evjib4yyq2NbHicCzJZZ9pmdTDnR5uBC78t9mZAv0mLFqga7JhNJRwsaPYadBaYO6x9kSKmnv6pNgqNMAldXM199QwVPrzBcSLBnF8FbE4mvwzZehmceoGRckoz7xdmMd4jjqdJLZZ6s+nAppqPyOaKjFkoRaNFaRPBYZMXUkYokaNspNtrsG+IorqUuN/azUmbBZm8VzjNI7zpnEyFaBBHMcbdwzFOFjceGzQ6XLQIszgUuMe/Hq+Dt/vuBdDlnACreab3yxXGLKE8f2Oe/Hr+TpcatyDFmHmml1IUp0Z5vzyxh1D1PFDBbptMdfhuCuE5xqpxZha46dRnMCjbkojVENFmLKcHGHIXEISf0cF6cPeIporqVEwsgyFaBfm4c+PpmiiKzTF8ZwI2oV5FX76Nbz/cuO5WZzijgvqTbR4cbgGcVxuIqemwxj0Dq7e7pK6ZYRi+mZhrHp7sl1kanh7IurIYq6TB1zZ0GTiUmZl1m21brkCnSU+rFvNPNE5B1WeohWTDu6JHl/s0Y6lnbSiX+bYBRxRNIoTqlM9JrpzsCSCB8oVPm2p1IkdhCqP5oktYFZUbcIcnmucxmXPbkQLqT/0A+VBPFAeRMBBp5Chgig2C7Pcs9tNBvH0hll81L8V8/b4JIdxwX4x3Iq3twzIXC3q/e0VFvFg5QomcpMFWpg124XaBQQcipd1NRnCE7ULeGj9MkZkP+0T3Js0dee1gvThy28V4i//8SR+uvNOHCihEDiNRs+5ckXEh3NVAfx05504VR6kgmFrSHLY5zGRG8FrbcP41cwG/J+5enzvrh6cqVAmsZxjxSGshpTBiG7Fl5aY3Bz5cKaC2oj9n7l6/GpmA15rG8ZELoVdrwUeqNWYUEC8OFVOC/tzVQFKk5C5ihqNHld9fThYEsFPd96Jv/zHk/jyW4WoIH0pgi59zTlCE064Qrw4f2j9Mp6oXeBUBcFYjoAjigu1C9wyLTHxmcilRbRXWOTnq12Yx9tbBvCL4dYkLqcpy4l5O3UUeHrDLBfi0elysFmYRaiAntmAQznHoYIoooVRXPbsxnON02gT5riFYJ7Ygi5xBTtIEKVSJ9dteKCcIlYUkZ7k6XmjOIGAgzYC+mW1XWVCqTRVmPd5MemIobAYOTfdTQb5lCp1ovNN7UyBfhOWHJfMKfmUa5kkiabKOIioYCxPg7ZQhJyYI0ER8clTcXXhJ62WwGKug5sMxtksqZ1HJhYXWwAkQ9PXvnVaC4pJBwazw+iXQhx9k3iPOUg7xnPopLdU6lTlAZdKndhXRBvMao1Lg96BHfK9qq7RQa0gGeWLomoSCnAtwRZhCc83TeGoM5wC2WVEgzjOHSPUprfXu7VaglKpE0edYXwy2oLPJptxsX4OnWLgGyvWWVHeKQZwsX4On00245PRFhx1huXP6uYgzhiKgTnRNIjjqmfUYq7DUWcYzzdNYYuwpPL8Brikbk6BYpavcedS1qQ5U0FjRPJ0nTbuJ3MpAjHdmZy2RTGeE0l7tvulEAazwygmHTcA/adQ+dgGmiIOl3xGY20W3WRQnrSnviPMRhdXby8mHWkEKOljdFpLnHq7nbTGPCY9ciiVbodGY4YmE5cyK7Nuq3ULFugKJMgldXOxuFhPdMb/axDHuXhLbKLOpvAeYZoXBL1SiBfa8cGA8CTmwcoVaDR6PhlsFqc4F51NX9iEk3X65+Up/YOVKzjqDGPapgjG0eejoh07s8N419eLV1tHqCUXv/ypuM0jbj8+39OAi/VznPNlNJRgl4VCoLvElaSAodNa0CtR5fYZW5S/R/XiKC7EFOnPN03hdMUK99VO9d7niS14vW0X/u1PD+Krf8jGyTLasHiv6x6ECqLcg7NLXMHrbbvw4567cLg0survTXy/ickNjzCNaCEVIPv5rjb8dqkav56vwz8N3YF3fb241LgHD61fxnFXiNvIMRuy464QHlq/jEuNe/Curxf/NHQHfj1fh98uVePnu9rw4sZJRAsptUFp3qzl7FF/+cOlEfy45y683raLW8MQkxuhgije67oHGo0eJ8uC+OofsvFvf3oQr7ft4pPkdL/3dAWlSLDi/ELtAhd4M2U5MWOjfu69KtBDndaCLnEFZ6sC2GWJ8CK4VOrExfo5fL6nAY+4/XHiQTqtBe3CPF5tHcG7vl7szA5zka08sYULw03bojjqpEiQw6URzNujfNLCEBqsq8+4583iFEeaaDR6PFi5oiRTKt+xPLGFi1IFHPSziZ9+K7y+RpEmkQqvT/E+Z+JwrKFza8Hb9cgU6DdlyXHJqKpIvLrdGk1WTVlO2ERPnJp7ag9hRZgpT2xBBemDS+qGxVy3Zk/0dMk6+9kyqYdbrqXyT1/rXWU2urBZmMV4DqWVqFF1DHo7PMI0V8FOnlbSn2E+1NuEZRWIObVmm82jmhSq/uoaE9xkEGerAimn5DqtBT7Bj+ebpnDcFVJ9LQxW/1j1Et5sv0/1LryxbYRoqsQOQvU/Pp3YiM+nGvFc4zSmbZSelh5+fL1boVGUST2YtlFh18+nGvHpxEY82zCDHVzQ7+Y1HFmO8Gb7fXisekkVbs6QFMdl2pVP8Ku858p0/WxVgDZ6VabrVWQAx10hzOZFVSzTKMR+m7CMQ6URdIkrKtB2+lqYC4FHmFb9GYPeEXf2KT/9+t43pjvArNX4GUghDqfWlEvnfW4x18EldaOC9CFPbFlVsFKvs8Wpt9tEj3wmV29KmrKcqs4X9L3JxKXMyqzbad2CBboiFBUrFpdtrolL1s1GFxeLK5N6EjhABj7xHbKEueVaMqSWXmymLCdahBkcdVIO+ohs/VRMOriiewHxQqe1cL/wi/VzeLV1BAdLKFeXcYajsthWpJBCs9gEMEdowhFnGB8PePHw+uW4QMlEv15tHcGnExtx1BnmAcdiroM/P4rTFSuqiVGWoRAj1ggu1s9hPCfC4Z/14iieqF3AI24qJvTMhhk84vZzMbpU771Bb0fAEcVXLznw5R9PQ6PR44gzjO/d1YNXW0d4UDUbXdhloXzuH/fchX1FEW7BdU1JSwwErF4cRa8U4sqwT2+YxZVNY3jjjiG8vWUAb28ZwBt3DOHKpjE8vWGWKwj3SiGu9q1AUteeXDErvX1FtDD/rncndlkiXLG3S1zBq60j+N5dPTgin5Ev/3gaX73kQMARTcsNZOJtj7j9eGYDtUd6xO3HEzHFuV5nw3gO/QxHrJGkBJklPqcraNLCKA1mowtHnWF8OrERr7aOJIgK0kT34fXL+HjAiyNOxfbMaCiBT/BzYbhoYZRrGvjzaUPr1dYRXKyf4/7uOq0FBcTLldsZymTESmkQR51htAgzKVEq9eIot1YbsoQ5IkHRjqCc3jKph4vDKZxe2pRjqrlMHE7d2uqb3pkC/SYsOS5lQafLSfL0XZPdmnyvxCa6q6m5qyXUdtKaxhP9WuCuNCbliS1chMpB2m/Aco3GjQLiRa88RWSuI4l/k8Vch34pxGOgWvFlEz2YsdGpZjUZUuWSM6HUvUVR1aasVkvQIszgUTeF1asV4DqtBV5hEZca98RoaCRPHonJjQMlEbzr68WCPaoiEHbjW6sVQExu+AQ/HnX78eOeu/CbxRp8MtqC19qGcdRJ0QnVZAg20QOz0QW9ziYruAtcF4NvrQCd1gK9zgaz0QWb6EE1GUK/FMJRZxivtQ3jk9EW/GaxBj/uuQuPuv3wCX65iXyzPdipUOCCPYp3fb04UKLmMU5/jmneXGrcQ5FZKudDNFXCnx/Fo24/WoQZlaY3bULvLYoqgqIq3PVqMoR9RRHM2ChtSu18sFjRL4VUtROYi8hgdhi9UkjOO66fe67X2eAg7VzEMU9sSSH4di20FsX73E5a19Twi20SxsLbOWpolfsusZlpMdfRZqYuBxpNFjSZuJRZmXVbrVuyQGcJucVchwrSh1oyDAdpj7GxUC7KZCsmRQ1aNFViszCbRpRKCRwO0o4ZWxQajR4HSyJoE+Z4MjVkocUHKxgs5jos5UfxausInqqfw1J+lAvN3V9G/azZriID3JKlmtDi8kf3UvXc2ATGoHdgMDuM97d34uMBryLkJcOtmeCKWuBj0OeL9XPYLk98tVoBbjKIR91+nKsKYMQawRO1C3iqfo4WcmkKG8aBf397JzQaPf7yP4w4VR7Ew+uX8UH33Xh4/TLcZJAHhJ3ZYby9ZQAf9W/Fw+uX0SLM3JAIEgs6jNLAbGy4rY18Bm7092cZCtEizODh9cv4qH8r3t4ygJ3ZYV4AuMlg3N98qjyIv/wPGljf3965qle6VmOCR5jGU/VzeKJ2ASPWCM5VBfCo2y9DzWlxvl1cwcX6OXUqg5wYM6EmRitgAoQfD3jx/vZODGbH2vLRhCpYQHUDrmwa40m3TmtBFRmIO6MMmnpIbmQ9JTefluRmAGuIxX4X8sQWtAlzOFhCC/QZWzTl9DxRtHGzMJtgfagUOsxCMbbQYTx7B2lHLRlGBemL8T6/leDtemQK9JuyeIGu1RJkGQrjYO6K3doqEyVdThJUNL3InAJJZTD3UqkzLSSVOYusRTCKIbuqyAC8wiKqyRCnJl3vHcZQLWPWVOKMtOgpk3owm0fFzNRg7IyKtbeIWi0yTYzEn2kX5vGALIqqpvyu0+XAJ/hxoXYBMzb1wpoV8s83TeH+spDqc2k0en7Hvb1lAI+4/dRm62/UkGMNnSLiww4SxHFXCK+37cLPBtvx6/k6/Gaxhgu2vevrxWttwxyKz6Djr7UN411fLxem+81iDX49X4efDbbj9bZdOO4KYQcJooj40mgb3Jy/xSV14xG3n4vBqTeRqW7N/WV0cq5eeNNCf8ZGqVc+wa9qyZZtrsFsHh1UMJqe2nPN26PYWxRV9Txn8PcxawSzeRTNkNwsUMR9x6wRjm687iaXTC2rJkPwCouoIgMpdU3UhCEVh5Hk7yajzDBnCK6ZkvLeUkTekqg5aWOdAm9PvCdpQ5IgU6BnVmbdfusWLdAVOFgR8alAWhXBKMZXLZN6Ei5WOrEoIF6MWSM4XEon3QoXPVlwhFlGnalYwWweFc0pJh3oFAPYmR1GmdTDPVDLpB6cKg9ywbgFO4X/PVi5giMy1D1UEMOhkouxndlhXPX14fsd92KXJXZaauAw54/6t+Kqrw/bhGXKM5aLtOOuEFdFTQwgzJ6NTdIZ7CpPbMGZCjqNnsiN4Ni6MK5sGsNgtpq3bfxmwfFP9+fg678+jX//bwSnyoM4X7OID3dsw6XGPdxWzqC3o5oM4WRZEB90340f3duBU+VBpbFxC0w6WYLcIszgVHkQP7q3Ax90342TZUFUkyEY9HZuO3apcQ8+3LEN52sWcao8iH//bwRf//Vp/On+nLj3JtXOMhRiMJu+18fWhTGRS/UAzlSscJ94U5aTT86ZXVri62UqylyFWGOCTpeDbcIyrvr68FH/Vk5vYGc6y1CIXZYIvt9xL676+rgFEps8jOdEECqg0/MjMrT9uIs2lpgw3KnyIE+QDHo7yqQe7MwOo1MMoJh0oIL0YTaP/rxGQ60J1USoGPfcL0/Px6y0yRA3PZc/FzY9j9eVMCZRXoqI728EQ70ZO1Og34QlxyU9vzdTT4ZWV3Nn06gi4uNq7qmmUaz5xUSdYsXi1J+LNovzxBbUi6NoEMfjNFMSXxObonsEqu1QQLw3NkWXXR+2CcvYZYmggvSpqLFTSHCLMMNFt5JjIFXWZnosY9aIanFt0NvRIfhxumIFk7kMxpwcN7aLK3iidgHBAvVCXqMxopoM4bHqJVysn6NiaCk4v06pC+eqAnhnaz+ihdEU/PW/xaZ3T5ahEBZzHUqlTniEaXSKAQxZqIXrbB7dk7lU8KxTDMAjTKNU6oTFXIcsQ+F1Kblf77aY6xAtjOKdrf04VxVQ9Sdnn1GLMIOL9XN4rJp6fqud12xzDYIFUTxRu4DtKjQ7jUYPYnJjMpeisDoEvyok3Wx0YcQa4TolameU2Qf686NoEWZUKRt6nQ0VhNrDbROWuYvN9b1ftDFcQLxoE+Y4tTHV9JxpoDSI1OUmT2xJo4FijBOHU+4Re4rXq4hbZptr+H2liFuu3oxMiTTizcJMXMqszLqd1i1aoCsXYo7QxGGtlGvu4BNUpvgcO0WPs1yTu6NeYRHRQkWcSg0KyIoXjYYKXh1bR4OtnbSilgxjZ3YYHYKfq+8aDSXYLq7gUuMeXNk0hlCBIhh3umIFe4soDz1SGEWXzP1jydT+YgqlvuzZLVvTKNB8q9CAw6URfD7ViJc3jXP/Wab4fqo8mBJiyLzLGSedqprSzjUTf1nKp6/zyqYx7C1SFwVK3FahAWcqVvCX18rxp6/O45PRFhwqjeDxmkV80H03Xt40zvmNDPnQL4XwQvMkPh7w4gd3d+NcVYAjGFJDvP42Z4hNcM9VBfCDu7vx8YAXLzRPcgidTpfDeW8vbxrHB9134/EaagHzyWgL/vTVefzltXKcqViR36/0z2kVGrC3KMrPxVJ+lIsjsWmRYCznnHPmqZ74exhk8FR5kCuzM3/ZlzeN4/OpRhwuZRMxBSq+WZjFZc9u/LjnLuwvjvAkRjCWo0tcQaSQns29RQq0nZ3fK5vGcKlxD7aLKxzaaxUa0CH4sTM7jFoyDDtpRacYwLF1YS6smO47xcQao4VReIXFhKmhgfvPsul5rDMDm2zZSSunu+QITf+JZ+had6ZAvwmLxyXWkIpVc2fJJxWUTN2kYQkvMbnhIO1rtCuKt0ViYnF0Kp5aCEo0VaJM6kGjOAGn1JXack1uRlWQPmwRllBLhm+Qi06LjDKpByNWyutVs11jUPdeKYR5e5QLfyb+LrPRhR4S5HaJasWWKcuJnbKtItW1SJ7OGvQO9JAgL9JVJ+lyA/KB8iC/j9UVy+lzjlkjeL1tF55vmoJGo79J6ub/f2z2XjzfNIXX23ZhzBpRbcKwn2Xx+YHyoGrDn50FVpz3qAq+0YYNOwuD2WHV5zTo7dzOtocEVc8CE2Cdt1PKmiq0XaYKdokrGLFSW7Ubo4hQ7nktGcYWYUmhVaWYnpuNLjilLjSKEyiTemKm5+p3gmAs5+Jwq9k2xjYUmT2kg7QrwrkpmxAGWefIntTENBpK+IAnE5cyK7Nuv3ULF+jKJceEoZxSV8ylaOSeyW4yCI8wDZfUncBLpRMLl9TNp+gBRzTGlibewopNlPcWUQ50wBHlvpVbhCUMZlPbNZYY5oktiBRG8VrbMB51+7Fgp02AMxUrOFkWxLwMIWbPyR7H4GcfD3jxqNsfB/FjScszG2bw+Z4GPFk3L/t70klSuzCP0xWUe02FyeIve1OWE7sstEgPFih85WxzDfz5VJTtYAkVAnuheRIPr19ek20ae90vNE/ii89n8ft//Tv8cmwTjjjDOFcVwPvbO/Fm+32IFkbhkrph0Dtg0NtRRHwYkznyH3TfjY/6t+LV1hHcXxZCv0StwuKtk64Vus7U3BWLkQrSh34phPvLQni1dQQf9W/FB91342L9HMasERliaIdB74BL6ka0kFrnvb+9E+eqAjjiDOOXY5vw+3/9O3zx+SxeaJ6k8MpVkmitlqCWDOPh9ct4oXkS8/J5eHHjJPz5bJJEE+VgAS3Od1mSYe0ajQF5YgtCBbSAbhfm+ftTJvXgybp5fL6nAc9smElIrmgz5lH5bHFYqBzAm8UpBBz0TM7bozhZRpWZD5ZQ27NH3X681jaMSGGswKEd9eIoBrPD2CIscZ/ogIN+R/YWUVpI8vTcyG1wAg5leu6SupOm50ZDCVxSNzzCNBfaikXKiKZKOKUuLhiZuli6FXYmEboJKyYuMaeGZDV3Bb6ZqlGjQEbzxBae9LL7Jh0P1JTljOOOWoWGtGJxjIJRL46imgzFNJGSk3c2Rd8szPIp+o0ourOGn0+geiPN4pQq7FentcApdWHeHsWIlbpaqIm92UQPJnOpNgXVPUmGPWeba/jUlLk8JL6u2CJ9xqbOSWdN6b1F1DViMjc135zFoNMyaudw6fXonvz/tZl+yiHZEvW0rKKfSjPBbHRhMpe+10qDPvkzEU2VmLGlL86Zqw1DU6ghJbRagioygKhs5WkTParicnbSihErzUucUpcqD95oKEGzOIUxawQ+wc8HENf33hk4TbJNmMNmYTbN9NzAh0XVZAj14mgC5TL5+6jX2bhlI9OyWM37nOUvrJmYJ7asQsmhj2M0IDX1duV+zMSlzMqs223dwgV6Zmd2Zmf27bYzidBNWJm4lNmZndmZfdN2Ji5lVmbdbiuTCGV2Zmd2Zt+0nUmEbsLKxKXMzuzMzuybtjNxKbMy63Zbt3wilMhBdZPBOHEOBi9kiu61ZDjGPzmei878YFNZPbHNeOuHSiM4XUH9nZ1SFwqIFz6Zi1tB+rindI7QhP3FlB93oXYBS/nUruZMxQpOlQe5LzqzXmM8J7PRhYncCN7f3om37hxErxSKE24z6O3oFAN4685BfDbZjMOlEc4v1Ots2CxQ0bFQgaygrQIdK5U6cao8iMeql9ApBjgsi8HzX2iexAlXCCPWCM7XLOKljROYt1Po29rEV4wgJjf8+VF8PtWILz6dxp+//ja+ej4Hr7UN4yCHJIsAACAASURBVHApFaZ7rnEaP7i7G+913YMrm8ZwqjzIVViZz6dBb6eWXroc6HU2GPQOGA0lMBtdcdtoKIFB76CWN/LPM4E3m+jhqsanyoO4smkM73Xdgx/c3Y3nGqdxbB213XutbRhfPZ+DP3/9bXzxKfWj9ecz0aPVYXNajQlWoQHz9ihe2jiB8zWLGLFGcMJFuX0cJi6fz04xgMeql3CqPIhSqVMVWuog7QgVUOG1zcIst5LKEZpwuDSCzyab8dadg+gUA3G8zyxDIXqlEN66cxDvb+/ERG4k7owxSzXme36qnELb9xVR1fYLtQt4vW0X9hfL50srwKB3oIJQgTmfQP3VnVIXxnPod+JQaYTzyePfm2SLQ+Znm8Q91+UgR2hCLRnmyu2JTg15YgvcZFBFg+Kbv5syidDfbCXEJSM/k6KpMg7mbjSUrMkTnYnFFZMOFeuiVHHHHgdTjfcwTn4exl1nHslr5aJ7hUU0ihNc3+RGYmW2uYZD3VO5aWi1hFOPOB9dRfyL2TEeLIlgxKpuicYoWXuLqBtEKri7TpcDjzCNs1UBPFi5ImtqqNGqjLCJHoQKKAz7/rJQWhg703UZs0bwnc2jeOOOIRwouXF+8q21FZ2BAyURvHHHEL6zeRRj1khakTQGf7+/LITLnt0IFTBrMxWahpagWZzCg5UrOFtFhe7UOP4M1n5/WQh7i6Ip+esWcx0XhWN2s0lnQmvhvHNGPVOjUzC3FQZtzzbX3FAMYLoqjeIEvMLiNXHP3WQwLZec2aTliS1x9Jh0PPJES8hi0rF2cTitBUZDSRy8XTRV8txU+awzcSmzMut2W7d8gc4Sn2xzDVdxVnioAr+kmEdyszgFp9TFVcz579DlwEHa0SsLVkUKo2gX5qladMLFqdNa4CDt2GWhxcgRJxWIY5xEpmZtJ63UG11rQaM4gYfWL+ONO4ZwumIF83bqB8oUshkfnSnJs+TQKjTghCuEn/T6cNmzG1uEpZgEx8CLr6u+Pvx8VxsOlsQX6T5ZUXdfEfVuVxMHYh7fF+vnMJsX5UGdFY4XZPu1iVwq5PXixkk8UbuATjHAX8daPieD3oF6cRRnqwL48luF+OLLE/jTV+fx1ZVi/GywHY+4/ThQEsHJsiCebZjBO1v78UH33Xiv6x68decgnmucxkPrl3G4lCaOuyzUGq9D8GOLsIQtwhI6BD92kCB2WejPHC6N4KH1y3iucRpv3TmI97ruwQfdd+Odrf14tmEGJ8uCOFBCvcd/NtiOr64U409fnccXX57Al98qxNmqgKwrkKwYm+rv1Gj02CYs44naBby4cRLRwigmciN4qn4OF+T3jRWaFnMdZvMo35x5xauJ35RKndhXRM+bT/DHFecHSyL4+a42XPX1xTRx6OvQ62zYIizhsmc3ftLrwwlXiDdXDHoHV1BnvHPmNHBsXRjzdsohfeOOITy0fhmN4gQ/z0wIjjWj7KQVHYIfR5xhnK5YwS4LdSdITOy1GhOIyY12YR4RWZixVxZmTGyambKccEpdaBanUEUGkG2uieGeC3H6Ey6pO+b/b+WkO5MI3YSVEJcMXCzObHTBKjQgT2yBVWi4Bk90KhbHEmDWFEwn2qTTWuKEnopJB03OVXmqChe9mHSswSeZxiSb6IFHmIZXWOTaHTcifqjTWlBMOtAvhTBkCaOYdKjyefU6G6rJEGbzqNOIGjdYozFCNFVy0bheKaTKbddqBTilLl6ktwvzqsUd4yMfd4XwWPUS2oX5FPZfNJb4BD+eqF3Axfo57CDBlKJn7L3PE1swbaMN03e29uNsVQAtwkxCLnD7bHZHtggzOCur2L+0cQLTNqX5q/5YKqq3gwRxUbb49An+lDHOoLejXZjHY9VLOO4KpdAdoE2WdmGeF+dOqUulcUK54r1SiIvCUe2B5JhnEz0Yz6GWatVkSPV7ws7zkIV60quf52vZRq494xUW4RGmqbhwGu65TfSglgyjQRxHMelIwz2n32licnObRiYwudo9w4YLrIEYLw63uvd57J1oNrpixOHYYzNxKbMy63Zbt0GBrghJOUg7n6LHqoHHTtGbxSnVxIgFu3pxlBd24zkRbp2mJnBVL45if3EED1auIFgQRb04CjtpRZswhyFLWPFzlrusvVIIlxr34JWWURySBelOlgXxYOUKDpdGMG2LIlhAJ5llUg+9RLUCKkgfHl6/jI8HvHh6w2zCdIEGvMHsMH50bwf+aeiOuCLdoLejTZjDqfIgDjMLtqSgSROtEWsEF2oXcGxdWP456i1eTDqwvziCF5oncdQZxkjM9Fmj0XPP87UWRuzzahfm8fD6ZfxLsBJ//N934S//8SR+/69/h6/+IRufTmzEC82TvIA+LKMVnqhdwAvNk3i9bRfe2dqP73fcix/c3Y0f3rMdP7xnO35wdze+33Ev3tnaj9fbduGFZtpMOF1B32PWAHiheRKfTmzEV/+Qjd//69/hL//xJP74v+/CvwQr8fD6ZbQL8wmCgqttA/dG12j0HAUwYo3gqDOMF5onsb84kvS+HlsXxgXZA101UdEKKCYdOFxK3/M2YY4HZlac/9PQHfjRvR0YzA7HJchs6vH0hll8PODFw+uXqTe7VoBOl4MyqQcz8pmbttEz/2AlFTAMOKI4VBrBKy2juNS4B71SiE/7RFMlNguzGLKE0SbMwU5aUS+OIlhAheH2F0dQL46qCi0yS7bxnAhvtNSLo0kNs9jEp1mcSpqes/9n03MHab/Gz+ub2plE6CYslbikWF6piyGls9wz8iQ4ViyOmNxp3QBYkytHaIJL6uZWSWkTdK0FVqEheYquNp2TY1JssUCn6DcigEiburVkGCPWCDoEf4opKy3i2oQ5+POj6BQDqugh1kTeZYngUGkEbcJciqk8RWtFC2nMaxanVCfpDCkULYzi8ZpFDFnCKcTj6M/aSSsOl0Zw2bMbJ8uCqCXDqr839jHZ5hpsF1dwvmYR7/p68VzjNBbsNOYm31m32qa5R5nUgwV7FM81TuNdXy/O1yxiu7iy6vRYr7OhlgzjZFkQlz27cbhUFgNMcV5FUyWGLGE8XkOdbtSQeOz3NotTOFkWRLQwqooCY2evTZjDodIIdlkiKZB4FHXXKQbgz4+iTZhTbb6wBneH4MeINYJaMqx69q7lu6HVEliFhrimWKoGDkO5xE7PrUJD6um5nIcyazWX1I0coWkV1BeNdbFOE3liS0zzMB0ySEgpnpn82ExcyqzMut3WbVGgs85k4hRdgQ8qXsnVZAjN4hRcUncCvFCxc+oUAzhYEsG+ogg6xYAM643vGGu1ArLNNeiV1cBPldOpbanUiVKpE10itZhxk0GeINpED/z5UXxn8yiea6Rw+mghtV47U0ELm2kZ6s78oLVaAp0uB43iBC7Wz+HjAS/O1ywmBECaTC3Yo/hwxzb8fFcbDpdGZBV3esE3ihM47grhcGkE1WRItcvM7E4erFzBQ+uXY6BnRt71vlC7gGc2zCDgoFNhjUaPy57d2F8cCxu8toTDoHegmHRgxBrBSxsn8Lu96/Dn/1WHL/7tJL7+69N00v7DO/HVkyZ88Xel+PmuNryztR+XPbvxzIYZPFG7gPM1izhfs4gn5Nd32bMb72ztx893teGLvyvFV0+a8Kcf3okvvjxBf+e/ncSf/1cdfrd3HV7aOIERKy2er2dCxeCF+4tpoqjR6DGRSxswz2yYwYXahZjpkpFDQx9av4wHK1dS2BXR6UA1GcJh2ee8UZzgBUOe2ILDpXRy/uGObViwx3uds4T4fM0iPh7w4mL9HJ2A63Kg1RIUEC/GrBQpMm2LYn8xpVw8UE4TLH8+Tf6+s3kU/nxZXVcO+G4yiJ3ZYXSJK/y877LQBsL9ZSH0SiGaKCbZqhHkCE3oFAPYV0ThjZ1iINn+UG5ouaRuNItTqCZDMbBBI///pOl5isnlrbUzidBNWCpxSbETEk2VyZ7oa0xmrUKDisdwamVlndYC0VQZN0UXTZVpk3SjoQRFxMen6OnUoVlB3yCO84LhRhtRrEj1Cotc1Z3eHcnFd7a5Bl3iCi+UUk3I7aQVE7kR7C+OwCNMq05jWbMxVBDFCVdIbjaqTW1pgbZgp/SaaGFUhjerUwfYffpY9RJe3DiJUEGUP99qcadRnOCNyKu+Po4UqyB9q6hq/2dtxTWggvRxJNZVXx9v9DPEXbq4xd6LUAFFwD1WvRQT39Wh2EXEh2gh/QwW7KnoXRTN0CbM4YQrhFBBNMUQgP6cR5jG/uIIJnLVXQLY58kaQ10pmw5GmLKcXLXdKyzeOLQ9xjEkllai/l1W3BbY9LyI+NJ8Nw38roidnit3RWrHCEa/YfcShcSvvekYaz9J4e1q9pOZuJRZmXW7rdukQFe6k3bSCjcZ5FN0Nm1k02TGRW8Qx+Eg7QmBTYE3sYmiP59aoFFrl/hLlNnSMDuZY+to0cKg7r1SCD2Ecop1Wgufmh4ooXz08zWLnI9+umKF26OxIn3EqtjE6HQ5aBDHcaF2AR8PeHGuKiBPQ5VJuinLicHsMK76+vDZZDMedft5sGQBlxViO1L4jTKbr6V8Crs+4gxzeBnrWO+yRPBk3Tye2TADjUaPydwoHl6/jCubxvBg5QqHDV7fJIJ2sU1ZThQRH/eof7JuHv+4bQd+u1SNP/93AV+95MCfrzbhDx/twJefjOKLz2fxxeez+PKTUfzhox3489Um+jP/XcBvl6rxj9t24Mm6ee61XUR8cgJ2vdMoI4cXPli5giubxvDw+mVM5tLk8JkNM3iybh67LAoPkMFGjzjDuFg/h6X8qKqfK7O72UGUxg1LUFmS+6jbj88mm3HV15fkL6vVElSQPpyrCuDjAS8u1C6gQRzniIwC4sVITHHO7NoYFWIpP4rzNYt4vW0XDpQoU3+d1oJSqRM9JIhe2QLPTlrRJdKzz+x01G1wjDAbXWgWp7jOw7QtqgLbpd9BB2lHgzjOueeJ32M2PXeTQdhJa5qp5a22M4nQTVjqBbrGdI1JaUJCq8uBYCyHnbTGWa7R4nn1KXqZ1IMyqWdNXPRscw0qSB/3TFYoWcmvy6B3oIj4sFmYRYswAwdpv2H+tFZLYBM96CEU5VNNhtQn3/KEfMgSxlJ+FC3CjHqRLkOSZ/OiOFAS4QgktfhiFRqwINNnBrPDcuGnDq3eLMzidMUKHnH70UOCaSak9H7pFAN41O2HRqNHsIBOcldr3LHCrIoMYDaPNlXf2dqPN9vv4zG6UZxQpp1prftuZCuWgTlCExrFCX4Xv9l+H97Z2o9nNsxgNo/a263eqKFFZKnUiaDctHjU7UenGFDNZ9hjsgyF6CFBPOKm9LhUDWSNxgBicmMwm979C3Zmy5Yczxhi7kAJhayrUyboz7UIM1jKj2LIEk4xYaevsZoMYcRKYfK0gZzeCjb9pqgtB2lHizCDzcKsbLeq3vhgFKsyqQeN4gQqSF9ailUs95zdE2uZnut0OXHWanbSSiHxae6ktTQrk6HxmbiUWZl1u63bpkCPFeFR90SmwY+Y3KggffAI06giA5RjHpO4MQjvFmEJkcIoh2IpgT7+OVkXN1qo+D4zqHuzOIXB7LACI5S9uBvEcZyRub2Mj36oVPFH9+cronH9bBoZI/z2zIYZfNS/FWe4p2k83L1XCuHN9vvw+VQjHuKwZsLhgwv2KM5WBTBtSyUKQwOgV1jEGRlWPp4T4Xx8ndaCIuLDUj4N+udrFjFvpz6m56oCuLJpDA+tX0YPCaqiD67ns2Wfn15nixM9KSI+OKUuuKRuuKRuOKUuFBFfnEgU9QhnSdWNTUPYFLiHBPGQ3JQ4VxXAZC7lcJ+vWYRGo8dSPp36sGBITG6M50TwRO0CzlSswCsspkg2qQjStI1+Rgt2BVbICu+H1i/j86lGvNl+XxLvU6slcEndOFOxgo/6t+KZDTNxgnLZ5hr0SyEuCufPV/zOD8mQc8Y7P1OxggZxnHusZ5tr0CH4MZgdRrM4xaHte4vo2Y8WRmOmcQlcQTlRZFDYSGEUW4QlTgGJTSyIyY0qMgCPMI0K0id/R5XvcCz33Cl1pRXlufV2JhG6CStFXFI8fxmskyWmq3uiK9OqxCl6+mmVkXPR2WRsrVx05oteL47GCZsm3zk0JrnJILYIS6glwzHfieu/U/U6G6rIAOfvqsc4eqc4pS5M5NLiqpYMqxZsDLUzb6eInHRFeo7QhIlcGvOmbcwjW12crJh0IBIzyXWQ9lVF4TQa2iR9rnEaoQKFMrbaHcGKdafUhcHsMIeCX/X14a07B/FswwzuLwthxkYbvYzWIBjLkWUopMKkcjOeNVSVTZucep0NWYZCCMZyDnf2CouYsVGO/rMNM3jrzkFc9fVx6P5gdhhOqWuN6AkDpzCFCigSijXTVxONY/nBhdoFRAqjvDmrdu6zzTWYtlHR0olcSqtLV5zvL6bxRR3+ThsytWQYs3kUnUc57Opc91Kpk+soVJGBm9KwIiY3askwtghLcJPBhNgU/7czgVL2/U3ve57MPS8mHTHc89TTc9asiZ2ep0f1xN+DrFHJ6D6p78FMXMqszLrd1m1UoCuJD1N2VhTdWZfSyBXf2XQuuUuqdJ2HLGEcKqXCaD7BL3f6k4OaVWiImyKOWBVVd69AeXQN4jiHzBkNJegQ/LjUuAevto7gqDOMBXsUR51UNO6EK4QFexSzeYqyu2iq5NMar7CI72wexU96fTitUqRnGQqxTaDF4+dTjXiqfg4eYTquSBvMDnO+MA2YyYGQQRdn82jAPu4KwSNM80DE4OyHSiN4vmkKT9QuwJ9Pg+vpihUOQQ8VrLXjf2vu2AlLqCDKIfSn5cTEnx/FE7ULeL5pCodKKeyfvddZhkJ4hGkcd1F6wGxeNAW0jyYJpVIn1zUYzA7HNWc8wjSeqp/D51ONuLJpDNuE5bginxXnpytW8JNeH76zeRReYZGff9FUyRXbZ/OoMNwJWRQu9gy+2jqCS4170CFDIBnEskEcx5AlDK+wyFXbR6yROPRIKqVpYnLDJ/gRlZteQ5awynRLmRYylAtTZmdaEga9I+n7fftMz/XIJEI3ZaWIS4owUqxYXI7QBLPRtYpYnJ4/VjRV8im6nbRyUaWUiXTMuUyaoqeBuxKTm0/gyqQeuSBQQ/TQYjpPbMFmYRbtwjxKpc6bwJemU2ePMI0xq0I3UXvNBr0d1WQIMzaKuqkgfao0KYYqW7DTSTq7f1LB2PulEB4oD2LeHk2jxm6EYCzHDkLdRk5XrGCLsLQqSquAeDFji+LpDbPcOcNNBq/hfVOaLxWkDz0kiH1FETxWvYSXN43j7S0DeNfXi+96d+I7m0d5DDxXFcCp8iCOu0I46gzjqDOM4y5KgztXFeCx4jubR/Fd70686+vF21sG8PKmcTxWvYR9RXQqXEH6Vinikl9vlqEQbjLIHVie3jCLGVtUFh9N/ThTlhNbBPrePla9hB0kKDtwqDeMCogX83ZKz+uXQmnh715hEQdKIliwp0JX0XNTQfowbaON42oypN4EkpEanWIAY1ZKp0iNBlj79yDLUIhSqRPtwjw2C7PIE1tSijdqtQSiqTLuu5tWuT0mL429H5S8NEXjTxa9jL2LRFNlzD2m9rfE34Fses7E4VLfgZm4lFmZdbut26pAj+X5sCm6U+qK4/mwCVwsvzURmqTVUNu1RnECC/YojjjDmM2jSQm7POOeUy7ox3MieKA8iKNOWqywIqZLXEGvFJIF5xx8SjibF8XLm8Y5h3spn3bQWcE0m0enssECqijPxIQMegf6pRBebR3BT3p9OFOxwsW/2Oti8MArm8bw+Z4GvNIyii5xhU9pmFjLcVcIx9ZRQTv1iS4Nsg3iOE6WBTlMvIoM8ADKRIf2F0dwqXEP776PWCmP/6n6Oby8aRznqgIYsUYSeJS34tTTEMdHG7FGcK4qgJc3jeMpWW2dQcQv1C7gUuMe7C+OFamh738F6ePw/JNlQTSI4ymSVdpU2SzM4tg6mswpYku0W98lruCVllF8vqcBVzaNJcEOmZjgGbk4f7V1BP1SiCcBZqML7cI8ggX0TM3mKQ2h+8tCWMqPcg79y5vGMZsX5egSg96BMqkHvVIIXeIKbz51ifScPlAexHhOJAWclH5XKkgfZvPod2nBTiGjSbZqMvQ3ViciFgGT/rt9K54jtZ1JhG7CShOX1K2FFLG41aboJInzaTHXrWmKHjshK5U6V03aWbO4lgyvOoVj9xGzXWsWp9KoS699swazT/BjPCfC40wqVBWLieM5EXmSrTLhlIv0eblIT2XnxhBoPsGPU+VB7C+OxKh1J79WnS4H9eIojjipsGaoIJrQnFZ5jOw4MWKlLiUvbZzAqfJggrbMWt8/A0fBCcZyFBAv6sVRbBOWMWaNIFhA77cHyim66rHqJTxes4jHaxbxWPUSHlq/jAfKgzjiDCNYQHVmtgnLqBdHUUC8iuPANfHeDXHaHqfKg3hpI9WrGbFGuJNM6s+fNnVDBTSWHXGGUS+OqiIpNBo9p2ntL6aaIz7Bn0I9X7E/O1BCJ+epinOtlsBB2jGeE+GxIRW6jMWx8RxqqXaj1oMsf7OJHjSLU9xWLdUwIRH9UkuGV7H3VJpxpVJnPMJmDdNzi7lORRMjvbUao0kkisOlt5zMxKXMyqzbbd1mBTq9oAx6O3KEpmSFZyYYp8uBVWhANRmCR5hGqdQZIwijBA2WuLCpX78UAksU4i9IAxfPWrBTuC+bHjA+er8Uwg6Zj86CsJ20wp8fxSsto3hx4yT2FdEgz4p0ZnW1lE+L9NhJepahED55Cs9EwGrJcFxg1WoJ3GQQ56oC+GS0BT/uuSvOwzz2NZytooqpqYIo40UzG5WL9XN8WsyCExPZG7FS27IXN07iEbcfAQct1vcXU+76lU1jeLaBBu5OMYBi0hHDB/8mFHSNnPdeTDrQKQZwoCSCZxtmcGXTGJ6so/C8ESsVfov920asES5yxpJujYaiCi7Wz3FbIXW+v5LMxn4GbMLO+J/z9ih+3HMXPhltwbmqANxkMC4p1elyUEuGuYjgpcY98Al+nuyzyXmwgJ6lWIu/+8tCCBZQHYQXN07ilZbRuNeg19lQKnViB6GTEsY7Z1ORBysp95CJISZ+L9h57JdtdRgaRVGjZmeVTulLpU54hGlUkyEq0CNPLhnyJNapgcKP1WHBt+7OJEI3YaWJSwr/UjCWx02QTFlOFXuh+K02Rc8TW1blfSYqNLPvicJFV5vEKWKHcSrQKQTjtFoCi7kO9eJoAtT9RgoUhY/OCs1GcSLFdJoWXQ3iOLe5ZDSe5N8p8ML4YEkEXeJKiimrIoa5r4g2uHdmh1Noc9C72pTlhFdYxKnyIJ6oXcBkblTV0jHxcQwtcKCENpJf3EhdSbYJyzET0+u9SwzgVCxZKyMJ4i7/u0K1ut7GipEjKrYJyzjqDOPFjZO41LgHB0rWNlVmVrGTuRT9dao8CK+wmAaVQLVpdmbTBsS+otRis8wVpktcwcGSCG8UqJ1TRpdjtqjpinNTlhON4gRvbNw471zPhyUM2l4vjsp0RHUkC8sdmQtDvBix+necaSNVkL41OD3Qv5XpYTBXiWuZnut0OTBlOeMQRIKxfBUdjkxcyqzMut3WbVig00QmVuW5TOqBxVyn2K7JyT6D0qpzAGmhz6DuB0siXB1WVaFanrpvFmZxSLarCjiiaBDHkSe2cD76NmE5zh/dKXXhQEkEr7UN49kGqo4eKlDs1446w5i2KUU65+3GwN2ZjdbjNYscyh7LqS8iPhwsieAnvT78bLAdJ1whuKRu3k0lJjd2kCBOlQdxwhXi0GZVeFuMsu/pihVoNHpECynvnnWdtVqCbHMN2oV5HCqN4JkNM7jUuAcny4KYsUX59Pl8zSIue3bjsmc3ztcsYn9xBNvFFVSRAViFBm4HoiTUNzIlNSgBTLZjsgoNqCID2C5SqH/i62EogBkb/TwuNe7BMxtmcKiUTproOSB8ulUvjiJaSM/I6YqVNAq09HwxqsMJGf64gwR5EqvTWuCSunHCFcLPBtvxk176GcarGRs49P1xWa396Q2zSbD2LcISL86nbcrk/GRZEKGCKAKOKJ5tmMFrbcM4UBLhTRo2fdomLHPeeZ7YggZxHAEHbUQdKo1gszCbMA1Xkh/KLaXqwQdLFGi72neNcfoY9SS2qabX2WAx16FM6klwabgRy6lvYmcSoZuw0hfocpIaO0VXxOIcq5wZY9IUvYB41zBFN3BBJ6bozvURUhb29FyzZnFywp/8HAa9AwXEy6HuTqmLNwVv5G7U6XJQRHzoIUEMWcIpGm70NZuynPAI1IVkyBJGAfGmLNJtogcTuRHe4FYX/aJNggLi5ZzmgIMpt6sXYFqtgDyxBSNWem+frQqgXwqtQfOE3pkFxIt+KYSH1i/jpY0TuNS4B8fWhdFDgoql4zeu4B5zpuVCr4B40UOCOLYujEuNe/DSxgk8tH4Z/VIIBcS7KhebTdv7pRDOVgVwvmYRI1bq+JKS168lKCI+BBxRrhnAHGaSflZuKrOG7ERuhDuAJP6sTmtBAfFiyBKGPz8KjzCdsjHEBiBDFvoZFRHfTXHtMOgdcEpdHNpOBUnV/eATG2qsiZy6sWPk3HOn1BWv3J7ytcdPzwuIV2V6nh4BZNA7uDhc3PQ8bXMyE5cyK7Nut3UbFuj0YtTrbMgRmlBFBlBLhlFEfKq2a0wwLl6MSoG6m40uPjE4LE+Ma8mwui2NHPx2Zodxfxnl1k3mUmh8AfGiXZjHkCWMdmGeQ7MYZOyEK4Q37hjCY9VLWJLt107J9msHSyJJRTrz5jTo7WgRqNXYxwNePLNhhk9PY/8Oi7kOk7lR/PCe7fhsshnPbJjBFmGJF+IGvZ1z185WBTBjowIxKYWOZGikRqPH2aoAnqyb54UrUyRmr491yE9XrOC5xmlcatyDG6J5OAAAIABJREFUBytXsJSvFMCHS2mi9dLGCVzZNIbnGqfxqNuPI3KDoktcgUeYRpnUgwLihVVoADG5IRjLYcpyxm3BWA5icsMqNKCAeFEm9cAjTKNLpMnFEWcYj7r9eK5xGlc2jeGljRM4X7OIw6UR3kBYyqcF6P9j711j47rOtbElzWjItdfmkBoO76SHpCheRJGiKF7EkGEoM7yEpChmSFEMLx5eh+Tc4MqwYciwIdWwYCGwESOwG9eGkSCuAyOugwQOktqwg+9DTpNTIDgnqZP0+CDntCc5+dGiPwq0BVqgePpj7XfttYdzo0T7hPYsYAGJxSHnsmev93nf5/J25yP4Yeca7jXuq4mRchS3nFypEfHdc5t4sWkPjLkyUO9kMVwtRhCyjOBIG0mg1eOuwRDfwVvnQ/j3lS78w1fHsXI6kWTw41YsirfOh/DJ7CBeb9tCDw+p50e6Qh2cP1EjjZnuWnFqO2UJfKdlBx9dltegcuy3Pl/9mq0Qg2gUM1g5LbWHz9ZHca0olqYoloV8m1gAYy6Ved5hLCXlPruVQU/ydzE5Vq1KDKNNLKBJzKKEX3jAidd/1M4XQkewspxLngOFqsPFWBWqaYpc676VnD2cWYt+MBedpuiZTJ2oWUxFP8WuZTKMK/QEFNW9m69Z5lyulL8/9+1WUpZ5rwTTdeZYGsAnp9HDPIxwWQJzRRlAOitAqdGj/FxuFMczmLzJyeuosYc7AQnwbNf41FRgOj8frZKT4OcbIhg39tV7lek10/neLOawfDqOF5v28KOLK3i3a0UZdNJ9j+jBn74sy24ie9w1qm4gY9d3u1bwo4vy+S2fjqNZzCXdT9O8Vuu9GDdklObrbVt4tCqhSQpSSzfIVf3J2jjuBKIYNfasXPrU12a5GMCN4rjyGSk1elI+NwLnc0USnA/zcFppheukD3XmGK6aUcx740oq+OANexdK+AWVed4oZjI0x+wmcptYUM00+7ud4nO0vts0Pc8195y05zQ9LxcDlkTHn5X9Q9PzgykW2eQ9+XMpv/LruK1jCtDdjqK+RQTRJGbhM7rtKbpVhNFE0DG1S9LFlvALGOZh3KySAH2uKIZqMZLiYLPdU9d80g37TkCCmCoxjGoxolywiYZG3dJuvoYXzuzjFwNfx7fP7mLLn8CjVXZGejJI7+Xr6mAmZ/jvntvEJ7ODeO/SEq6aUcvkxa2eGzm8ky7918PT2PIn1JT3xAkOb+E5jFvT8TsBqTkmB/p077fP6MakiOC5+oiidU+JiBVjZ4PZglN1CJgTuFYUwzMPxfDW+RDe7VrBG21buBOIImwB9hvF0njtqboYXjq7izfPryvg/tNLN/CT7m/gnQureOt8CN9r38AbbVtK6/dG2xa+176Bt86H8M6FVfyk+xvqcT++uIw3z6/jpbO7eKpOFgY3iiUFL1wmDdPeaNvCu10reOt8CM88FMO1ohgC5oSSQNB1Uy4GMCUiiu7/XL2cgEtX/PRFkrfwHMYM+d7ea9zHuPb+Ejthy5/Ar4enld482amdMTe4pwFXzSjeu7SET2YH8d1zm7bjulV49vL1lOD8+YYIHq2SJnHfPruLXwx8HS+c2Vf5xfTd6eZrKoWgWoygSgzjWlFMPfc1Xzp3ZFlUVYsRzBXFwJgLN6ukZrCEXzjg96CzWYhxYhcjstnmM7rRJGbRIoJJzba/hQnXYXa+EDqCZZ1LGe7/GYvVHCLXrLi2En4B1WIkxym6bSpGzaxacxRFha0Zmkl21nmTmHWYTqWl2WrZ6EN8B01iVt1fHuzalICsy1jF9eI4Jh2TyoM/S6kOOkhPaX5pTVUnRQRPWDFb6ajxslEgDeker5GUdxvUp5uM21P9J2rieKNtC4y5cIXvalKaTPcJO2uc3MEpCvMn3d/Au11SzvR4jUx06ecbCJgTquHjdvkt53auUdh1GrtNf1cU+BMcJ0944Xb51TUaMCfQzzcw743j8RopE3u3awU/6f6Gijwlt/3cMtrdSqp3he+CMRfeaNvCExYNPpPJHunCbxTLz+Dxmrhm3JZaqlUlhrFeKs+ZSRHJwJbgDnA+wsNpXfyJ2TFpxQF2GasZGja5b7pOm8QshvgOOoyljJnn1EQmYzhi+aX3P5HnVlFhK2rNUTWkydW5nabn1WIEJfyCikfLlkKRNloti7RH7vy5lF/5dZzWMQXo9g1Sp8XWmWNJsWsSiJBhXJtY0CZzurO0pLrfKJYAPVEpDxU5OUwuSDzK8TpSIaewt2ptPXrAnMC4sY9rRTHb2dzqtA7wTbzRtoWPLgdVB58y0pNB+l657O4T3Z1y0l86u4s/Tg/jPw9ew6Y/cUD353b50WFIw7Z/me/Hv8z349n6KJrFnCoiaSoRqZBd+8eqs00ybC1XL1/HrVpZJH2nRUbV9fMNacRnHRJ0CJWLAQzwTeUG++b5dfzo4gp+0BHCd1p2cCcQRcKKAyMgfaM4jpXTElxGKiTT4GaV1Lc/Vi1N6RKV8t+2rOg3/bEhn3zMnUAU32nZwQ86QvjRRel2S27CA3zTai6Uq6Lr5MkSFBW2op9vIF4pp85vtG3hVq0s2DJrQe1JxGPVclITqdCnF/I9bxZzeLY+qj6XbzXtWcZyfsfvEgXN2PQn8J8Hr+GP08N46eyunXNu0doH+Cb2yg+Cc8o6p4nMR5eDeKNtS0Ui0bXYJGZxrSiGcUOmBJDu/JYl34hUJFQywUEmCUcJv4ARy7+BMRduFMdTUNvdiunSJhaUMZzOdCFTRzKGS5ar/MffZw678wD9CFYWgO5S1w5N0cksyVt4LotZklXsalN0KpQPM0Uv5h1qil4uBjSPjeyxax3GkkoXSSePIap7Dw+hn2+AMdcRuLrbEqZ+voEbxVI7LvXDqVM+vIXnFEhXE9M0sVwkt7lZJRlKmQCfPo19vkEC+36+kfkMsmRmPVxGir1hTdTnrAZ5rpRoanoXFbaiScxi0nJvf+nsLn7QEVIyKDqn6PntlUvzvGtFMUwKaUQ3wsMY4TJ7fFJIff1SifzZJ6wGBJ1D+u996ewublZJoNskZlWTJ7e0CluyMGdpxqlp0cNDKeVI+ufkcdegn2+o55eZ9WA3VHbK5FlMMrzUU3ahGBUEztMNAE6cEPCLPowZ+7hRHFd1xIMndniUmWs/30APD2nU9tSyPkoX6TCWcopVI0+bcjGgpufFvOPQ0/MKMZjT9Fw3x/QWnlP3u9ym57Tz51J+5ddxWscYoB+MXWsRwSTjHo+aRjSLOUWvJW1x8pSv3VgEY5Kuu1cugWdK7a1VKHTzNcS1fPQBvgm/6EO9OYVxy9ldB+kUj/Zq6zZ+MfB1vNwcVoceTdLJUX7LL7XqNLWVuatSxxevlBPY339tBM88FJOROLp5nFWEBb0xNU3/1fAMwmUJRVXUX3PUAuqJSqkTy3zAS9BVLgYwZsjmxOttW3i1dVt11uvMMaUfJuMcOpiqxQh6+TrmvRJoEx3vBx0hRe9758Iq3u58BG+eX1cT9NetTRP0N8+v4+3OR/DOhVVFW/xBR0jRIBOV0uSol6+jWoyowts2+JE+BnXmmJr8vNq6jdctUD5m7KNcDGTU/OnXQcKSDkQrnHp9ovqFyxL41fCMmpoHvbEDxcjJkyVoFDN45qEYfv+1Efx6eBrxSlsPSGZPk0Jqyymq76m6mJqcU3H8cnMYvxj4Ol5t3VZxbTo4nzajGDf2UW9OwS/60M83VN55PMN1QK+5n29gr9yWheivWS9iigpbFbVdmWRp1HYy2CFjuOMXq5a88wD9CJZ1Lp3K8D6nN0zKdYpOWnSf0e3IIc6sT7aL89yprW5HIyoXfStJWOrMMQzybTDmUoylo5guFhW2opev40ax9AVJZ8ile69s+RMqYjRdRBWlW+yVS4d3xdBK876Q9CpcJvXP4TLdkDLd65T/vUnMIuRL4KWzu3i9bQs3q2SjvIRfyNhkyXQtEXiiyWvQG8NOmQTbz9VL9/ZXNSbX961N59Srrdt46ewunquXZ8qO1dggJoTeBDocnV6CuxJ+AYN8Gzer5Ln70tldhHwJxbLI9J6Rzvvge52miWJJ58YMaYq7Vy7lfKl/3qaqXy+WDeJ03iXyGpRn2bgFznv5ekrvn8Nvj2LAMebCIN9GnTmmJIOpfj7ZJ8I56Emf0JAsdcnUpNN9Bop5h7rf+IzuHLXnB6fnuRpjyn0KLH8u5Vd+Hat1rAE60QG5pwHVYiS1YZw2vSCqe7UYOQACdM11pCKh9MqNYibl5IKmC8M8rKaXe+UJdBmr8Is+NIlZXDUlFbzenFJFH/c0YMzYx+vWJP3l5rCapBNIf7ouhpBPunHHKxO4puiFQv3dG8Vx/Lx3Ef909ct4rXUbg3z7AE3a7fKj3VjEy81h/Cl4Gf/zYg++e24To8aeOrBoMj7AN/FUXUyBzC5j1aLQp3//CfAFzAnMe+OKQv5G2xaeq49g+bSk2tHhRY0BnQJ4yl0JUdCsGhudxjKG+A6mRATzXmlCE/JJILpeKqfty6clFXFKRDDEdxRt1C/6IAqabfM5zVmXKK1+0Yduvobl07Lgoud7JyD1byoiLkuhwD0N6DJWVXPjqTqp46ZJOxXYo4bU7//Piz34U/AyXm4Oo91YTCpypDxhkEsa/z9d/TJ+3ruIG8Vxmx5vNWeuFcUQr5TXRsgyhNPB+ZZfgvOPLgfxetsWxox95Rlwyl2JenMKU5Zje5OYhV/0octYVQZBT9RIqnrqqYecTDSKGeUrELGMFZM1+fS9qxYjitrunEocZMBUixGNInjcqO208wD9CJZ1LhGNON17nTpy6DBTdNdJn0OLTm7KmQGeTW8lc6hqMZLFHMoGAkR1zwwEbNotNY4z03QPt4kaPci3sVQip6LpDdhsh/SdMjlFljGcqXXCZI5K5nEU2ZbOhZ0aBiM8jNuBKJ6rl3TnKjGcxRTNowzhpiwT1DfatvDCmX2sl0rHcD2C9fDvk/sAXf2UuxKFngCMgjMQBc0oKmxFUWErREEzjIIzKPQEcMpdmYIWfz+flx092WksY71UNlDfsFzZyfAuM9tIAucqMYzrxfLMu20ZxWYCxOQCv1QSV2ZwmRJg3K5yNIlZLJXIpkQmp3ny8hniO1gqkU2V5NSP+9tOeQhjsnGcSU6S3DgjantGyYplFkmRi3XmWBaZi/VZWo+j9AjSnqfPLndeB8nT89yiJV2w5Rf5cym/8us4rWMO0OXNy+3yo5h3oFHMqELfdoB20mi7jFW0G4spTKjcKp+VKG9P1MQxbUbTFAryMCg1ejApIkq3u+lPKCOgTmNZ0YjJjffECQ6j4AzGNZBOUVaPVknjuBfO2JP09VIJ0m9YBQt1Sws9AYzwMN65sIpPZgfxs55FLJXE5WGU1Hjwiz6slybwYf88/rraid+Oj+JmFZmx+NV7RK/lmYdiaqLOmEvS7DNOo2xn/YA5od6/V5rD+F77Bl5t3caz9VFs+SXlTZ8kyEmXcOj7UsfYCPvnThyMtbF/XsDt8jsmISNcNkGerY/i1dZtfK99A680hxXF0KZdZ9IyutVnx5hLTcyfeUjSHW3qp7we680p3KyK47fjo/jraic+7J/HemniQBzNCVYAUdCMpZI4ftaziE9mB/HOhVWMWKY6NNmpEsO4Ybnj03XxlOXWflfTnL9wZl+B83FjX3125GZL8otOY1kZ4mz6bT8Fei0HQYBd6E2bUTxRE1fvH2OuA7IRora3G4voMlZTyE+EYlS0iQU0ihmLInjcYtWSdx6gH8GyziUjy7Vgg+xCT+BA7FD2zGk7flHPRc9tiu40iKo3p1Bq9GgsktSTN4oSbDcWc6LSuk764Bd9YExOA5vErJI9Pei1mgyUhvhOBqAkpV29fB2bfimrIdZMOgp7Cb+AcWv6uuXXfz498AmYE8qk8um6mK11znpvlhF1PVwmpbx0dtfRKKbmRnYq8X/ktqUXBDL1RvJLZ3exV55ADw9liApzvifkDfC0ld++clpmy2dqJBGzbsvKuR839tPI/eTfoZ9fs4YKvXw9rf6dnpN+zWV35s/xerbkX01iVrFO/KIvbZMnWXpC38d0Gen0+XjcNSg1ehxxi5mMItNNz0l7nsv03HXSdyBWstATyAHcu6zfbYDlz6X8yq9jtT4HAN0ulvQMZSdVVnYvvYXnFNWdjHqcQETeJBvFDK5bTqVxTY+eCbQslcRxt0F28VdOS+oYTWvnimIYM/YdGekE0l9r3caH/fNKk56otCPYnnkohi1rUhqvlJMLSTErdzi8f6tpDx9PXsFvHp7Ao1VW1rnjAJaTz05jGc/VR/Dx5BX8Zfki3ru0ZGfMWhOjkydL4Bd9GLfo64zZBmC2CV8W4xrrufmMbnQYS5griuFmVVy5wRNov2dNbEO+BK6aUTUNbxQzaprlM7pRzDvgLTwHb+E5FPMO+Ixu1YVuFDNq6n7VjCJk6bHvNe4rME7u6zer4pgriqHDWILP6M6xWHMrEzPdSPBWrSxc/KLP8d5R9ux7l5bwl+WL+HjyCp6rj2j5r3ZD6OTJEtSZY3i0KoHfPDyBjyev4FtNew6ndrerHI1iBksl8loM+SQQp5zz5+olnZ805x/2z+O11m0HOKes8zFjXxkY+kUfmsUcVk4n1HW7VJJuamWbKY7wMOKVCTxZK3X/jWLG8d2hnyXDHaK2ewvP2ZnnKaQpqjA6lsZw+s4D9CNYXsYYTrCinIrPEycETrkrVeQaRQ8RkyZXLbo+Rc+Wi07fd1HQrCZpteao4zpP9fdoIkoTO5J9ZIpykqBW6mn7+YYWvfagjSy7yUw64MzTTDurOpQDGKPJe5exinhlAo9VS8p7JkBGzCOKerzXKCMync2DDDFj1ufpF31KD/9ycxhvtG2pRI0rfBcBc8LW/v6H3XNs6rIoaEbAnMAVvquSVt5o28LLViN5iO/AL/q0MyvT77RB8GPV8iykSNj0VG+7YTNmxZLGKyWTLn3murNpE/JJ1kI2cD7It5X/Qepm8P1sj2pC0/eEMVeGhpDNaKHM8zpzTGNcpDGJtOrIWnNUMWcyRy3aj+OehgPT81y15+nub7lMz+Ugowgsfy7lV34dq/U5AOjyJqQXPkR11wsf3dWdDKucmbT2DbLgVB1aRBDLp+OKxpu+cJEALmBOYKlEdrufb4goB2y/6FOT9EkRQbUYUUVBwak6DPBNfKdlB78Y+Dpeb9tCxMqtfrY+6siyXjktjdHCZfK5qIxua/K9cjqBn166gU9mB/HDTtkUOBgF5lHu399p2cE/X/sS/n2lC+/3XVf6dD1LnijuRH++Z+nWOo3lLIWo8/3RD5kSfkFFCM17pa6NwOYrzWG83ralQDzt757bdOzkf3u9bQuvNIdVU2OvXOrPKVqlhF9IKtazFQP2QdxpLCNcllBGfnvlklVAtHGdZhkuS+D9vuv495Uu/PO1L+E7LTvKjV9/n0hOMVcUww871/DJ7CB+eukGVk4n1CSe9NuDfBthy9l/5bT0JaAGzrP1UeyVy397vW0Lvxj4Or7TsoMBvqlcgN0uP6rFiDIw6jSWlZxgzScnVc/VS3AeMCdSNmD0workH8unpeuvLMacBSdlyZIxYyrX9mLe4TB3zFwYHaedB+hHsLyMMZw8cVp9xzLdXzJN0bMDMLfSoidPt2xtaHoPimQtqp1AkO5xzmYxyXOKClvTXv90D683p1Se81Hp0en7XWr0YISHsVQSxxW+m8FVXUqn6swxZQR2he9mBN3kAD5XFFNmaz08lBEsUmOCNNP3GuW9fa4ohlpzVP1MLvfxosJWNIs5XCuKKff0N6wz43Ygip2yBEaNPbSJBZSLARgFZw7IpOxzI5f7k+3qniznMgrOoFwMoE0sYNTYw05ZArcDUbxiPSdyk79WJLPqyXw1l9fKmAu15ijmrBQVOq+bxVxW872CU3WKffBETdw23ksrS5Bg/grfVQaCsnGUzhRQusZf4btYKoljhIczGA4edtu6816+jgG+iXpzyvHdSf58Tp7woqiwVcnqkpvI6e4TlByUe6yafX9JZulku7/oDZwHmZ7L6+80WP5cyq/8OlbrcwLQ7Zs0xTW1iQXUmqPWFNF2dS84VYcqMYwuYzWFLtY+TERBM7r5GvbKJZV40y+7yanphXJC3SzmENJAT9AbUw7ZXcYqrhXFMGrsOUC6x12DER5WcVjfb5cu4nvl8uB+4YytL145LQF6tCKh9Gek6y70BDDAJYD94/Qw/v4rU3i6LoY2sXAAdFFBNu+N4+3OR/CvC33481I3fti5pqaoevFXcKoOjWIG8964or/fsnJQm8WcI9M6t8/KbR8cJ0vgcdcoJ2Y6/NqNRXTzNQzwTQzxHQzzMIZ5GENcAtBuvoZ2Y1EVxeRo6nHXSBmAKuwPYcJjTX6bxRyC3hhu1cYVjX3eK6fFNiD1qAz4pZI4fti5hj8vdeNfF/rwducjmPfGUxQgspnTJhbwdF0Mf/+VKfxxehjfPbeJAb5pU9otY7kpywwuXCbBOfkUvHBmH7cDEpzHKxP4fvuGiu8b4WE1iSZwPmrs4VpRTPkjBMwJBL0x1UwK+WQRl9JrwaINdhmr2PTL78JeudQY2to++2d1v4cuYxVVYliLDJLTTqPgDGrNUZV5TmyG401tp50H6EewvIwxuF3lOWZT2w1A0qKXGj0oKmzNQYtuu3pzT8Mhs4lloV/oCSg353pzKqloT0+trRCDytXdlmWlBhSMuVBU2IoWEcQg30aHsaSZoT14U4sm6cMWSB819jJMN92KLTQpIgiXSQZU6mhS531EB4HTZlRrCmc24uw0lrFlpYHcCUTBmGxY5BZHJp8zMS3KxQC6+RrmvVKm883GfRXh+Z2WHdxr3MeTtZKWH/TKM7uXr6vGP7lv+0UfSo0elBo98Is+lQZAjcdevo5RYw9Br2TCPVkrp9mUEPJa6za+aaVuzHulX4uqR7JGx9FrkjUNAdI7gSieb4hgyy8b6bkYvlaIQSVbouZJehmFHbF51ZTRqZNW5Grqa9FmaYwae1gqkWw8+9p60PutW5nndRhLGOTbaBFBK9bNleL5uFQTuVqMKNf2CjGY2bVda8YRtb1cDEjDv7SN5dQMnVKjx5bgZGRD2NrzosJWlBo9SnuenR1k/33pn1AOlj+X8iu/jtX6HAF0+7CqEIOK6m4feLaru1FwRjlLt4hgSj36yRNe+IxujBn7SFQ6p4bpgEzBqTqHplfP2SaQrtPdSZNOk/RvNkr98NudjyBeKSO0yASMqH66eRxNPakYPHmyBE1iFo/XxPF3X76q9MzTZjTF9N+tqM8hXwI/vriMvyxfxL8u9OHdrhVs+hN2F9rSeutU70iFfI0vnJHFzLWiGFpE0MoSflDaoDNXNv3OdaKR/npxu/zwFp5DiwjiWlEMT1oxY/caZdSYTu23Ne+yONz0J/Bu1wr+daEPf1m+iB9flNRPkjIkN0WKeQemzajyDfi7L1/F4zXScIm8BdyucsXG0M3giKpIJoI7ZfIaeLvzEXx0OYhvNu4nTc7LHbR2HZxf0yYs5JmQepolG086myRRmcCY5fqcLA8h3XmLCKrEBN2kiXR45WJAUdsrxOAhiuzjsPMA/QiWlzEGj7smBx25/V1+0Cn6KXelyiempl+2fGI9sit32qtbNaqI6t4mFhSFOd3fovtvMhA5GuaJfeYN8R3cKLYn6emaAHRPo0nwUklc3UvSvW6ShF3TpukqXivDNJVAVZtYwMppyWK62xDBTpmk2R/eud02GNQzyq8VyXvrrVoJ3F9uDivwTmkir7Vu49XWbXynZQevNIfxSnMY32nZwaut0uST0kYIhL/cHMY3G6VkbKdMmr7qWeu5x2TZz51AaS9fx06ZlCkx5sLKaXk/T9/ssT87itujhsk1a2qevmHiUTUOmcGNGnsZJBF2I+cK38WNYknVP3h2PNg1m9y4sqV4qd87kkC0iQUHtT0b6yVZzpI9Gs+jzGlp+FAhBuEtPJdDEyaH6fkh7ouSQZE/l/Irv47T+hwBdPtAEAXNiureKGaUq7tOsfUZ3Q4gcbBAsPPRr5pRPFYtTePmvXE1AU8F0gs9AXQYS9ixokyeeSiGq2YUdeYY/KIPvXxdgfQ6c8wRf9VlrOJ2IIoP+hfww841Za5DmmqKYSPQFq2QZmH6NJPMcqaENJb5w9RX8PdfmcKdQBTdfC0FEPMoUBitSODnvYv4txuX8OelbnzQvwDGpBNqssFXwak61JqjGDWk6/u9xn282LSHpy1zu2EeRq05mqTz+4+ckHocer9acxTDPIz1UtkEebFpD/ca9xGtkEVHrTnqMHAho0FyVP6gfwF/XurGv924hJ/3yqg6apY46OxW46abr+FOIIq//8oU/jD1FbzRtoUpEVFmPzprY71UfrbUjHlKa9I8YV0Tj9fIqf0H/Qu4HYiiy1h1xPnVmWMKnPfydfhFH+rMMVw1o3jmIfn7dsqkLpEm96kKmWoxgnmvvPYfq47jqhlNkXduF3x648sulDwKyHgLzykzxzpzTAMynwdw7kIeoB/J8jLGUHgqkAReDjdFJ60mTdEzTav0mC2f0a2mpEWFraqRmskAiuLadOOozLFLB13dKQ87k4GX21XuoPI2ihnt3vyg167tNUHu7mPGvsaoSj0ZFwXN6OXrWC+V96tBvq3SLNK91xTdFi6Tk2UClukNuuzHkiZ/3htX98ZbtXIiT+/H4Z3bD7K6aGpZZ46pWmGI72DM2FdJGNeKZBOeElvGjH0M8R11D6wzx5xsjvtid9nXN/c0oFHMYNqMqibCU3WS4cWYK+f3jxodT9bGES7LHInGmGyQiIJmDPJtbFrxnr18/YAprf5+EsNszNhXbu2pvXzub9OZ3ChmkqQf6fwZ3EryoH/nsrm2J8cq1ptTWjxa5vuC21WOosJWxa7wGd1JMXsZ7kfa9Fx3bs91eq5pAJyVAAAgAElEQVQ3oQpPBcDy51J+5dexWp8zgO7UBequ7vqhTYdUhRhUVFzKyrRvbvJQLDhVhyYxi+vFNkgZz5CRTdrtLmMVCSsj/ek6eYAHzAmUiwH08BDmLE26dFIvVzfzZjGHx6rjeL/vOn7S/Q0885AE5Dq9+U4gqjTJkQq5J0XE4fJOTuLRigR+OTSrnN73yuVk/OBztyO0tqzJ8J+Cl8GYC78ansHzDRGMG/uoEIMOPTEdXnXmmHJLvx2I4sWmPVU4rZfKqSu5pMqc4nKl8XvwabhLezxpriStizR/7cYixgwZv0OFzYtNe7gdsN3lVV4qgXLrfawQgxg3pNTgV8PSFO1Pwct4t2sFW/50UXxyWlRvTmGvPKEc2n85NItoRUI56Osu7ZMioj5P+mzvJMkcNi2DuJ90fwPv913HY9VxlRtM11C9OYVJEcFcUQw9PIRyMYCAOYGrZhRPW87viUo7Su9gIW1n3Y9bhkFP1EhTuCYxmzQhk58ZXQMkHakQg1qxaBeXumt7dv3ecdx5gH4Ey8sYA/c0JIGa+5ui55aLnrqgJjpqVhMo6/quEINoErMImBOWa3j665uo7vo0r9YczZrBTNGWumlcZj334e6j1OSlSfqUlXSRijlGr5/04teLJeCjsyL9NNZ5j3m0SjYdpy2qfC4meLoZXLhM0t/vNkQQr5TnoQLr6rM7GkbXwYQRZ7LIUTG8dHOxRjGDSSFf290GKU0KlyUc5nGZf59s7lSLEUybUTxeE8ejVYmMtYz+OdEZGC5L4HpxPIuuXdYSAXMCUyKiJufZnedz39T41k3hVERqOpq6BehrzVEHayU9td2uJ4t5BwLmBJrELCrEYA5NIPuzI9lMbg0//V50MPf8sNNzajZJP6H8uZRf+XWc1ucOoOsTDcojJyptcvQa6ZA6jWV0GsuoEIPqppx8EDSLOdywQDodbOkySGmSThr2e43S0OtGcVzR3duNRUybUVw1o2gWc4qSdvKEF37Rh01/Aj/sXMNHl4N4pTmszMBuB6JqmvpkrZ0RTnRoxzTdKuZ6eAi3A1H8angGn8wO4ue9MkIl1cRXn6IM8zAYc+HXw9P495Uu/HmpG78cmsXtQBTjxj6qxYhmdOJRYJN7GlAlhtHPN3C9WL5fZHr3YtMenquP4MlaSW8kN1fS+AXMCVSIQeXermfM6tmz5OZeIQYRMCeU5o/ciPfK5XTgufoIXmzaw4tNe3i2PopHq2SB0c83UCWGVQGnNxw87hpUixGMG1Lr/cuhWfx5qRv/vtKFXw9PgzEXhtM6+9uMhC2/ZCR8MjuIXw3P4HYgih4eUkWEPjUn2QJlvZNe8ZuN8jmQeeArVsb5DzvlY/yiTzU6Cj0BNIs5XDWjmDajaDcWFa39RnEcz9ZHlaMv5dSmmpzrBdmjVZLBccMqypKBAP3vCjGovkepYg4LPQElPaH89c+Ha3vyzgP0I1hexhjMgrNWFGPuWnSaGJGnRanRA2/hOUlVV9/z7HnDREk9jGFccja6ToNNP52zZVkU9eT0bUitoeWeBmUaRyA9E9A47KbJeKexjHmv9BvpNJbT3DOc58YQ38FOmYxi6+GhjHnb+v1mzJB67Mdr5N9rErMZ/p7zubpd5agQgxjiO9jyy8YmTZdDPglkibGTG8D5rLfdYCIG4BDfQchnM6juWM3kIb5jNcqzNzepFmkSswh6pUnezap4xvpFv86KClvRw0NY80nJHcWipTU0tP5ep7GMoFdO9juN5QyT9vu7Nokl1s83lClc6maz83tWJYbV9yy7vMpzQL6iZ54f1hiOpu65JEucPFmCglN18BaeU9pzGmzk6txOQ4pCTwBmwVmw/LmUX/l1rNbnEKDLGxRNNKrEsDKjUtFrSXr0gDmhHKcZcyUdfHb+dbuxiJXTcgJLcS3pcjbJFKebrykX2mfrowh6Y4oC2SKCiirXYSw5aOo+oxtzRTHlzv3m+XWlSyfwRq7lZCJGIH7aotRTwUaF07ghNXX/8NVx/P5rI3jrvDx4U8f2uNVh12ksY69c6p3/OD2Mvz7SgX++9iX8rGcRtwMSDJIjvl1I23RBPZN8mIcx75VTlidqJGikafaLTXtK//1cvTQDeuahGJ6ui+Epaz9dJ/XTdwJRPFcfUe8DPf6b1vv8RI38G/NeaUqjZ6/rNEN6f8h5fNqM4nYgip/1LOKfr30Jf32kA3+cHsbbnY9gr1wa71DxkgqY15ljWPMl8Nb5EH7/tRH8w1fH8XJzWGXJ0vtDBca0aYNvMgEkV3tqwpDe/M3z68rtf64oBp/R7aDHdxhLimrZIoKKkhf0xhQ4D5dJcJ7aBMjOXaa4n1sW/bTdWFSxbfS6qTBmzKWSEQLmRErdOX3+bWLBbox8Llzbk3ceoB/BUgCdjB9tUJVDYWoVt/oUXUptshW3tiO8KGh2RCI5i/LMWcd6RjJN29KDezuBhCZ79N3NZFpFhpaU+azTe48MCFmNAPLnuF4cR5exqsnBMgO05dPyHkxmcJn09XRPpPvVY9WSrTbvjR/CDM6mI1eJYQzwTWz6pYTpXuM+7jZE8LjVbBzk2yrpRTVv7ot6ftjtpNLTdVpvTqn4scdrZGTrPctvZNOfwADf1Bo32abQTvO4eW9cvZ9Uf2Ru5ngUc2zaMoJbPh3P2qAhmVOXsYrrxbYvTXrgfB/XpHXmkMxjkG+jScymiMw9eG1RzUVMlczJIfbEvUIMKmq7s4ZMbwxHwF6PblTNoSxNQmoyioJmx/Q8tyYj/Q5be24UnMkD9PzKr2O4PqcAXd6k6CZJrqp0INuFgkfpYpvELLr5GhhzpdAk2YdPN1/DTpnsausmYqlu9ATsu4xV7Fgg/U4gqqaRBFqmrAisHh5CMe9QxYJRcAZDXLrKftC/gHcurOJWraQ5P1plx23dtejPuoHceqk81Om50aFRIQZxvVi6t/9h6iv4ePIK3jofUuZmqQo8/VC8wnfxbL3Uyf8peBl/faQD/zLfjw/6F/DNxn2snE4oN1qn9tMDvTChyBmf0a38Anp4CCM8jCkhHfCXSuJYsxgCm/6E0r6t+aQhUdAbw5SIYISH0cNDStdM3eZT7sqkwssG5B53jXLzXTkt/QI+6F/Av8z346+PdOBPwcv4oH8Bz9ZHlVlSpveGzPbeOh/Cx5NX8Iepr+DtzkdwvTiuJhX0t31GNwb4poP5EPJJGcNdS8bwXH0Ej1bJf7tVG8c7F1bxQf8C7jVKjSOB5ZMnS1DMO9DDQ7hWJN8PakYQ6+NOQILznTItiSAFrZ2eG5kAPmWZ0XXztRRFua2hZcyFbr6GJjGr/B7o/Xa7/I5INYqUyjS5Od47D9CPYCmALgqa73uKnlzgOrWfucWu6VT3bIZxetNXL+plSkEmWqvzHCJtrJSApAO1bhXXRgZZZAR5lIkIxMIi2QyB21KjJ4NW3q3o1JNCGrktn5bg3k5+SMNE0JhABCxvVsl7fYsIaqAq23O3mXSlRo9qXpJs6F6jlA3ROR70xjDEd5QkjgwGT7kr4Trps84RoWjstmGoRnunfYLjxAmBkydL4Drpwyl3pTL6IonPEN9B0BtT99nnLUBO8jVq2pcaPYdiGtH11yKCCHpjuFllNzp0pl6ma18UNKPLWMXyadkctuNhy9N+3idPlqDU6FFNBpLvZdPEH27bBm9dxqoySrTj0dL5NvhRwi84vlvOcyr1teN2lTt8JSrEoKP5nOkeUHCqzkFtzzlWTfPCOHyDUfsd2vRcFDTnAXp+5dcxXJ9jgG6DJ316R8Zluh6d4tlogk6mcc6bvgQwxbwDQ3xHxa/tlUtTnHT6KppCdBhLyt39ufqImkoSDX/M2EfQG8Mg31bOuVRgtIkF3KyK42c9i/h57yJeOCMnoRTF9s1Gp7v3mi+hIrhIN0yUY3pPmsQsdsoSeOfCKv4w9RX8/msj+H77BkK+hPbzB0Ec0ZVJ03w7EMV7l5bwyewg/rraib8sX8TvJh7GT7q/gWfro1g5Ld8f0mTqoDllgUPFzQmvKnDcLr9jU8Ekqd3OoilZJ0jNANKQDfJtrJyWlPufdH8Dv5t4GH9Zvoi/rnbik9lBvHdpCbcDUeUZkC7TmArJJjGLkE9Gnf3+ayP4w9RX8M4F2ZBpErMK1NP7Rn4GFKVH1EFy6ydK+165nKa/cGYfP+9dxM96FnGzKm4bKVmvrVwMYJBvI+iVxoNEHye2B7EMNv3SEC6d5px0p4N823FtD/Ed2TRyNKBss51GITX5bWJBxaXpunMy5NNZLJ8/3bm+8wD9CJaXMQbDcwZFha0ppuhZpodpKKK5F7meA7Fr5L6cTT9K54m38JyixWanuttnlT7lc+ajp3+eJfwC2o1FDPEd5WJ9tLGFdqTkuGX4pZucZjLXookq3edIz54pl5sAkn6/JB+MNZ80J2PMlUNM1cFrgiLxOowljBv7qjFKDCOatD/zkAS3xE4LeqVnzAgPK8ZCN19zbJrojvAwJq0mM7GiblbJiFKajBOjjhrr48a+in3NrZHkvHbItbyXr2PNl1B+Oc7zP9N3x6O8DaaspsqaL5GVMUF6czIlXSqR9PnkqNajugYpxWCI76DdWEyRwOPcyXnnxE7JfAYdpLbXmqN2Qk1GajtXyQDJPhbZm9LO5uLhJTr2c9Cn50WFrTA8Z8Dy51J+5dexWp9rgJ6sR6dopwMaWW1CzJgLXcZqUnHkBOk+oxuDfBtha5IerZDT6nS5tDSFaBQzWPPZoCliPY6olAN8E3NFMYwb+7bhiaVLL+EXMO+N47XWbaVBJkd3XeP9fEMET9TIKTsB9UhFAnNFMrOc6JZUSFLkzbfP7uIfvjqOT2YH8Z++NIfnGyKYNmXebOpMXzvjs5h3oMtYxVKJnAD/pPsb+O34qAS+j3Tg325cwseTV/Bh/zxea93GMw/JXNhpM4p+voEmMas0WkWFrcoc6pS7Em5X+QGA7naV45S7UpmfkMtplRhGk5hFP9/AtCn1es88FMNrrdv4sH8eH09ewb/duIS/PtKBvyxfxG/HR/GT7m/gbkMESyVywkMMi/SvV1K6p02ZN/ufvjSHT2YH8Q9fHce3z+6qqBr6HUSTaxZzmCuKKTr7msV2eKLGNv8jjTw5t5MHwWut25j3xm2KvHVNB8wJjFtO7QN8U1HpBvimisF7rj6CNZ80sks9zbBzZAf4JqLWRCdcJhsrB9khbkfR02WsgjFXEsPA6fFAkYefX925vvMA/QiWMokrKmxV94TDTdG50qLTFL2EX8jRZMk2adLzi/2izzacy4HqXsIvKGOpKjEsp28ZzObonCgXA8o0jiQj9LtTvVZishBw6TSWFQg5OoAkAXcJv4AeHlK6dN3zJNN0tVwMYISHselPYMuf0EBc5mYd0ZMrxCCGLRPSJ2qkY3nQG0O7sZjhnp3l9VigneL1qsQwWkQQA3wTkyKiosQSlfJvPl1nS6vuWoZ0z1ub/j9Js56ukzFyCUuWtlQip8oDfBMtIogqMazitg4DxvXnTmdvu7GIoDcGxlwqv32Yh7Nke9vvr9tVrpovWxZTbYSHM0bs6dP2br6m9OY9PIQSfiEHGv5htkc1rzqNZdWIyua+zphLSRjJFI6YfZnA+cmTJTAKzqh6ImBOoIRfyInaTsZuujzGmWST+Z5DJpf6PcvWnuco8bGm58n3T5Y/l/Irv47V+pwD9PzO7/zO789y5wH6Eaz8uZTf+Z3f+X1kO38u5Vd+HbeVL4TyO7/zO7+PbOcLoSNY+XMpv/M7v/P7yHb+XMqv/Dpu6wtTCOmUMIrlsrNqbd0sYy4Vc9JlrKo4joPUXNuwZJiHEa90UoNLjZ40DqG2Q+q4sY/Ha+J44YyMg5kriimdbpOYxaixh6A3hit813Zltyjv3sJzGOFhvHBmH+/3XcfPexfxraY9hMtsp3cyHLvbEFHUt5XTkmJI5mRjFp1ep77rRjOMufBa6zZ+PTyNT2YH8fHkFfz44jJuB6KYs1xayXAlE/1LN2gj+pXP6EatOYp2YxEDfBPjxj7mvVKTF6lIqIgvcm8nN3eKuotUSHO1ea/UvQ3wTbQbi6g1R+EzulPQYtM59Nr0MjJdmiuK4XYgih9fXMbHk1fwyewgfj08jddat8GYy2FYpFPZA+YExox9Zdanv+epPpOdMqlR/FbTHn7eu4j3+67jhTP7GOFhaX5jUdpJ53eF7yLojWHU2HNcK3NF8r154Yy8pvTM+oO0OElTJ1MfkmrEKyU18qDRlC0VoTioLmNVxRbRdZ3bd+w//l7w6e58IXQEy8sYU3RPilYUBc0oOFV3OEf3E16cclfep6bT1pSKgmalKSVH5qxUd02PrkevZdey2hpYoucy5kpykE59xp1yV6JcDKDLWM1Zp3t/2ymNuV4sjch6+XoWAznnGTjEd7DmS6jEjXZjUfN/yfx89fe3Wcwpx/EnaqRefa9cmq118zVUi5EUHgR/SzIbcne3NcjVYgTdfA1XTelJQq+LnPGbxVwO15L9npNvSLuxqJJU1nx6bFsmzbhtBNfL1zHvlfr2TNK+B9sH/RW6jFWUi4HMueVakgJjLiUTyc0DwukdUWeOJb2/mb/nevJDhRjUrrcs1PYMnhmn3JWHkvW4TvpQcKrOcc8kWQ/Ln0v5lV/Han1hALquDfQZ3co0Ts+1pJs3HWSksXVolxzFkQ3Sx4x9pd/dK0/YOdkpDy55WPqMbgzxHdysiqt4sDVfQmkIa81RpUufNqNoEUFlcEevpUUEES6zI7jeOh/CU3VS4x2psCNmyBn88RoJ1Mm0h6LbpkQEjWJG6STJZI0xqS8e5mE8WiX/zm8enlBg/f2+63jp7C5CvoTSQSudZtbYGjd08J7sfqvrzfVNuvRU7rr238v0N0mjKvVipP8P+RJ46ewu3u+7rkD5bx6ewJvn1/FolfxMyaeA/h7p1RrFjDLXofd0zSeB+eM1ceW4T9E5kQr5b0/VxfDW+ZCK0guXJdAigo5mjChoRosIYtqMKr15rTmqNHlrvoSKq7tZFccQ35Ha8ZRFrl1YD/OwMoSLVshmTSoXaALnpI11eDScLFHXtJ4DTaZwPqM7i3bv87bzAP0IlpcxhhMnih1GR4fXorsdRWu64jebcROlPiRnGlOsZGazM3Egei1XPTo1u5rFHBhzoVnM2Y7w6QBKEkgf5NtoNxY/BeM4+/3V709kElZnjmWNRqP7Sq05iitcniE7ZdIvJbvG+ODzcLvKUcIvoEUEMWYZwD1WHceTtdIJftMvAXsPDyldsUwI8Kvm9GcWs2Y1dd0uv9IcB8wJBcg3/dJY7slaafYW8sn7c4sIWu7+2YCfff3qHgVzRdJINuSTMbG15miKuubge1twqg515pgyCdTrkaO/t9uGcO3GokooyArOLT29z+h2fGeyN4iduvODkWqZ9PQeFdNKPjhVYhgl/EIOmef249M1EQ9ljJlCe04GmydOFIPlz6X8yq9jtb5AAN0+bCgTMxmk62Dj5MkSiIJmNIoZxyT9YNEhf9Yv+jDEd7BTJmOxEpUJjBp7Vmc6lVmPWzm8dxrLWC+V5nEEskZ4WE1rqOCYK4phmIdRa46qPNQTJ4TKW79ZFcePLy7jo8tBvHl+HbesqXk0Cag/b01vqYO+Xip/JlohzWwG+bYy0qODTy+AengI66X21Pd3Ew/jk9lB/G7iYXzYP4/X27bwZG0cc0XSRIimRh53TZKDeyYg/WCfMx1a5Hbucdeo7ng3X8NcUQxP1sbxetsWPuyfd7wGYiOslyaU6Q0VRHTIkwHaIN/GUklcvX8UAxe2WAxkAEfAPGoB81u1cbx5fh0fXQ7ixxeXcbMqbueTW59rwak61JqjGOZhzBXFVIFGXfoRHlbNnefqI1gvlc0d26k9FXujHBViEKPGHhJWzvlOmZyi+EVfEmiwizN9ct4oZmSjSPtZamrp4FxlOX9hwLkLeYB+JMs6lwy4Xf4DE6GCU3UKVGUHVB4FhCjqisyXJNjPwbzJasTpru5UhNsFfGaQXugJwC/6HJFN2QC+njDCmJwG2iA9PeDQ00tokp4LwLn/LUGgz+hGDw8h6JWZ6YN8G1ViOGejMr/owyDfVvnpa76EOgdzy/+me7/dVCk1etAigrjCd9V9+okaG7SHLQO3cWMf/XwDLSKIWnMUpUYPigpbUegJWE1hqyF8wqulhxzc9O/UYD7lrkShJ4CiwlaUGj2oNUfRIoLo5xsK7JLL+5O1ckJO5/AVvosWEVRRa/a1kv09oPODzgk6k5ZPy88lu5O53eypEsMY5Nu4XiyNAXt4CD6j+1OJykzFAukyVrOmf+jflWYxp1gn2b4rOsDWoxH9oi9tgkvyvYUMIavEsMO1PXeGTqZ7U/ZYNf0el+5eyZgBlj+X8iu/jtX6ggF0+/CiG7Lu7C6dLq0brxVdUsw70CRmFUhXRU4SSHed9KHU6MEA31QALF4pM0RVlzrFIXGCFaDQE0CjmEHQa9OUCeCS+3WdOaaA2pSIoMNYUhN6mhL5RR+uFcXwogWcP+hfwGut28oZPF4pXc11oH6rNq5cxYlaTtRscnG3AarQOv8SrLeJBVwrkvTzN8+v45dDs/j910bwyewgfv+1Efzdl6/iRxdX8O2zu3iiJo6lkjhGjT1FPfOLvgOFkDNCzZqOO7ZWDJ0sOVAI+UWfooaOGntYKpGFz7fP7uJHF1fwd1++6niOvxyaxZvn1/F0XQzXimJoEwsZXzNjLuUSH6+0qfbkmn8rCZg/81BMSQoerUrgtdZtfNC/gJ/3LuLFpj1cK4rBL/pUt5wm3B3GEqZERDVm6swxlUZADQaSRwS9MTSKGVlUpLnOaFo1KSKIW+B8yy+ZD6VGT1LBZTezysWAAudNYlZNtnRZCPc0OBzbCYAcrZvvcdh5gH4EyzqXPMplO9mRWI9rzHW65HHXqMQHn9F931R3cnXP3aHZntDpIMDOuE7vgE6AhTGXAh70HcwO0v0O5+tuvpaTs/f9n6tcRXAS+LxqRtFpLOdEW9fBWT/fwI1iCV4phkyndNPfzPV5kVyC2HMDfBNXTclYi1ZIltOTtfbEOqGxoK4Xx3GtSMasXeG7GOI7GOCb6Ocb6OXr6OXr6OcbGOCbGOI7uMJ3MSkiuFYkGxXEVktU2hP9J2vjeNwC42s+Odkf4JuKdZRb2oDzdTLmclD+KUYuXJbAjeI4+vlGjk0amw7faSzjqsaMsKNHj77pqjv2d/O1pESC7Nc61WrUyGLMpb3W9E701Mg5kHee8XpNnfRg3xMOT22n+1JRYatqyOTKEsp2n5SvI38u5Vd+Haf1BQTo9gFElKYWEUSLCCr6cnJGegm/gCYxi26+hnZjMUkL6ATpJfwCevk6Qj4JgB6tkodvNvBEUSejxh4erUqo2K31Upn7WiEGUSEG0WksK9CWPF2gAqlZzCHkS+BVK17sp5du4KWzu0hUpgbqBCKjGtAkqjZjLiyVyIl+o5ixC0MFXLnjvezhIVwvlgXIG21beL/vOn7z8AT+OD2MT2YH8cfpYfzj2Ffxy6FZvHdpCW+eX8e3mvZwOxDFY9XO3NlpM4pJEcGYsY9RYw+jxh7GjH1MChkBp+fMPlYdx+1AFN9q2sOb59fx3qUl/HJoFv849lXH3/7NwxN4v+863rCm/NeLZTSMTjtVuepWV7qYd6BRzGCEh7FUIiN+dBp7yCryUr2nBMwTlZI+/9NLN/Bh/zxebd1GyJdAs5hTBU/y1IOaMZ3Gsvr8e/k61kvtWL1HqyRTI1Nkkd4EumrKKLdbtZI22cvXU2hUbXBeavSg3VhEN19Dk5i1GhfOrHPGpAyCvke5UHg/vzsP0I9gWefSqbSToYPU5Nyo7tzTgGLeoSZVh8lGJ5BfzDtSZhxneh50lhQVtqJajCiNa07xTRb9ODkjnbw/smWrlxo96DCWMMi30cNDaTxVju5spWZ1Dw9hriiGG8VyGqx7nWQDLkRV7jSWEfRKWvaOpVPv5xtgzCWbKzlPlZ2/P9kLJWBOqPdoUkSUF0rYOgcfrUqoLPYnNDCfvOnfH6uWZ3+8MqGaDPNeGbU2yLfRYSwhYE6k8UrJ/bXQdVlwqg6MudDPNzDvjav3K+iNodNYTpJGZGpE2V4qV/gubhTLQUEPD6Vo4h7Vdnqc9PCQeo+yTc7pevMWnjuQdc6YK+v3iqbf5BFRLUZQVNiaZeruVgMcnVVTIQZRzDtyprbrfgM0PS/mHfb9JMfmoy6VSM80OgWWP5fyK7+O1fqCAnT7xi4KmhXtrEnMgjGXRqezM9J1kE4HQCqQfvJkicoFXy9NqI789eI42sRChgLFfmwPDyFclsDdBpvyPikiqDPHVKd3iO84AJyicmm65S5jFZGKBH7QEcJHl4N479ISvtW05wDqT9fFHNPeOxZQJp06Yy7slcuf3SuX1LshvoNGMePQWZ1gBQqw07SCCsorfBcrp+WU4ttnd/F25yP4oH8Bvx6exm/HRxWA/udrX8Ins4P4p6tfxh+mvoKPJ6/gdxMP47fjo/jHsa/iH8e+it+Oj+J3Ew/j48kr+MPUV/BPV7/seOwfp4fx2/FR/Hp4Gh/0L+Dtzkfw7bO7eLwmjpXTCUUbJAobHYT0/HW9aaOYwRDfwVJJ3PEeMOZS+vLHquO4E4g6WAlP1zmB+bea9vDepSV8dDmIH3SEEKlIoMtYdfgJED1Pb8AM8R01aaszxzApIorSfrchgnCZpOAX8460enMquNrEAq4Xx9UEZ700oXLfU9HaSQbSIoJJ4NyZdU6FYZOYVfRQUdD8KRVyx2HnAfoRLOtccjmyqlNpK3MtZHU6anJBnHM2uvVcUulNnWAxzeOtKXwx71BGVLZpXKaJm1udS8kZ6bmCdF3PS6Zpnx7DxWapEfPrhkWPHuCbqBLDWfXp+hmtT4SJqs2YC5MignZjEX7Rd59g3fnZ0tnpdvmV9wOmCsQAACAASURBVAH5FlSIQdSao2gUM2gWc2gTC2g3FtFhLKHDWEK7sYg2sYBmMYdGMYNacxQVYlDpiel6dbv86p5/ODDuvJYJlPtFH9qNRUyKCBhzKWmAzjjIfi+2pUxVYhgDfBNBr2ysEHPrs7hWyBTP6ZuQGzhPzjqncykTOHe7yh2mcLXmqDWAyDb9tt//lL4UOTJyqE5Kbhg6ZTO5NR5TeXUolpF6//LnUn7l13FaX2CAbt/gyTG1TSyAMTkN1PWBOoUqtSZdP7hSg6JbtdKkhjTN6Q5NoiLXm1O4akbxeI1TY9zPN1AlhhXVeczYR9Ar6XcdxpLDUf3kCS+4pwFdxirCZQm83raFD/oX8EH/Al5t3cYTlmHcjjWBJqMxAuu3A5LiTmA9pE3WoxUSgAa9MQzybTSKmSRqnnCAdip86ECqEsNoFnPo4SH1GkIa3fCZh2J4rj6Ce437eLFpD9+y9otNe7hnvR/PPBRTNMGQTz6XMWMfPTyEZjGHKjGsCvDkwog6zzr1sVHMYJBvI+iNYdPS7tOknJgFW35ZHN7WQDkZ/D1WLScXW36pc3zVorJ/0L+A19u2EC6ToJh7GtRzoQKjw1jCpIio10DShioxjH6+4fAoeKJGUkfrzam00gmd0dHDQ9i0ZBeZm0W2djFZc56cdkC6PWKdtIkF5ZT8xQXnLuQB+pEs7VzyZC9Cc6WCapRSnepeVNiaO9X9gSZnzqldwJw4CNIzTeEtOq5f9CmQrn830/9dm7LcKGYUPbtRzGjU80/HC4TOwkYxg1FjDzcst/chvnMIbflBEzjGXGrCTedQL1/XnLeP0q3drW1Pjlt/zIP+bXvaSokAvXxdnVM0oWfMdUgTOadWfYjvYN4bx41iKUNrFDM5MB4e7LXp1yXJBJzXZfprWq/JCJz7RZ8mG0n/HU4G52QamN0z5cGYNEdzH9J+j2Uwl7l56UH+XMqv/Dp+6wsO0F2q4CKDK8bkNJC6sM5JutR36Zr0KjGcortsG8A1iVkHrXinTLqBk3lcOnDldvmVpn2nzAZnj1VLcKabhfXwkHL4HuZh1JtTDrr2yZMl8BaeQ5exip0ym/r+Qf8Cvte+gWcekvFwW9bE9+m6mJreM+bCXWsq/GhVQoF1AqsEYknHftWMYpBvK8kA6akUaNcBsgbedS15wak6cE8DjIIzirLlLTwHb+E5Rd8yCs6AexpQcKouhXb94N8gME46VKJkD/JtpUWkKTkZuemv89Eq+31hzKWm2E/XxZCwNPvhMklz/177Bj7oX1BU9h0LmHsLzzk+E6PgDOrNKeUtMG05DOvmgFdNCfypSbNTZmvG0xXlVIBUiEEM87AyLiS5RZOYTWEkZ08yqsSwQ3PujJqxJ+flYkCxTvQ0hKPXtx6nnS+EjmBp55KTkpyZxpnbxIlMmVJNrrJTU90OaqquPZXU2OzTNx1ok+6VqLWZvz/OBpoO0qnpm80Mi4xPCQwRoPt0m2q2k3ibWMC4sa+o09Rwzn1Ca8tqKsQguoxVTJtRBda3/FIzPsLDCrDphlv3N7X+LLeTtsw9DaohM8LDuF4cV2dNyCd9YrqMVVSIQTDmyuH6ta8jutf38w0lRRg39tEmFg7hoP9g1wQ1XPSmETHLMrFC6LE6OE89MEn9WJKa6KZwNrDPzoKhGuKg7jzbNex0bU+mtmf3s3AhmzGcHEgkSyby51J+5ddxW194gG53VGU3ljGXw4Vav2nrmnSapHcYS2nogs54kjFjH5EKO9JqUkSyGK7IQ9QoOKNMwchA7tn6qAL6BObqzSkM8m3MFUmjM4ri0qe1eg7qTlkCrzSH8fPeRXx0OYh3Lqzi+YaIombvlcupOmMux6SYQCk54IZ8UjO+XiqLBgLsNGG/USzp+ZRRTjT9zMZw/CDITrU107h0hnFED6es9UkRwY3iuGNCHq2Qz329VL4WKvZuVsUdzQpiFjDmwmPVkvZOUoHnGyJ458IqProcxM97F/FKswTGeq6vzmqgCL1rRTHMFUkWAhUK1WJEAWvSmj9VF1OmgeT0nvqasY2aJkVERf9FrBi11PFHTpphh7GkJufJmnMdXFAKAmOupAn733IB/GnvfCF0BCvpXPI4jJD0KTpNi3KdOukFslFw5j4L5NRTNL/og1FwJocpmkfdB8rFgCN+jdyfc3GFTwbp2TOx7TMlYE6gl68rrW92OvFRnbOSbt9hLKlYNj06Mnt0nb11NgOB9UkRwcppyXoiuvc1Sy7UJhZQJYYPNo2V2eVned9yxq3pzeMqMYw2sYAhvoNrRTFF69+x/FkmRUSBcufUNtvftJlPeoQrxaYdvA4+nfcj+ToY5Nvo5esImBMZzjb9sXJQkgzOc3FdpzQGPU6tXAyoOinj98663oyCM46889x15+kbhEbBmaQGYW5soGRWkfo9ykCTnk/+XMqv/DpuKw/QtRuejENzIWBOKJDudNpNTXfvNJbt4spxk7Z/b7kYwBDfQdiaZt6sklS/dmNRTrtPeFPelOnxftGHESu3mjK1b9VKXV+HsYRyMaD0iaPGnprI9vMN1VlWQP2EF0WFrWgTC1gqkY7jP7q4gl8MfB3vXVrCq63beKouprR+FE1zJ4nW/XxDBHcCUTxpOdbT1JlA7pYF9FMBYSrMxo19DPEd9PJ1ZfDSKGZQZ46pOCMySKNNcSZ15hgaxYwyTurl6xjiOxi3IumWSuIpGwd75fK5UXOBpuTxSukZcCcQxfNJoPxOIKoicBiTWr+n6mJ4tXUb711awi8Gvo4fXVzB8w0RLJVICnlRYavjPafJVz/fUIyHUWNP6ebKxQA6jCUEvTHcshzan6uPYK9cxg1ljsZx4+QJL4yCM2g3FjHvldfYLStOb4jvoFwMpCi+bLBQJYbRaSynpbXrjrcEzgPmBBhzfepF3fHZ+ULoCFbSuZTLxOgQhnFpKKaHcnVndvSarkf3Gd05/g6PKvbJ2b1RzChvjGxgQY+GIpBeb07l0Cg7qPklt+xcJpBHctZq6RDdfE0BddKo15ljOTY6Dn4ehZ4ASo0eNIs51bCmhivR4a9rTWOKWfUZ3Rojo1xFqumN4vQU9tQU+GSWmIxeK1fXr8/oVrGU1Dy+bjWP6fmGfAnVwG0Wcyg1enLUOTvfG7rW6swxpTEnYN7N19Kk03wan73NANHTBbJ7IjgHKWQIp4PzdDUUfd/oO+MXfer7Ro7tmdkCzntG8vc950i1DK7th6W252YMpwP9/LmUX/l13FYeoCcVDoy5lD6wTSygUcykBenkHEqT9FpzNI17tU3n6ucbWPPZWayUtZ05r1MebKKgGS0iiLmimNKm322IqIk8Tf2rxDA6jCWl7Z4SEeVUrg53q2igbvqYIQH/9y169keXg3i3awWMuRza6ogF1m8ngVgdsBOdmsD4mgaE10tt4E6RbvqOVsj/vlduTw22/M5N0xH6HdEUvyeiAfFUzyFcllCyg2RATq/ltgXKIxUJh1afMRfe7VrBR5eD+KB/Ad9v38Ct2jjGjH3HFIimfkQl7OEhTGk68w5jSfkJNIlZNfGmif3jNbKJ0SKCEAXNaYsXuh4ph5jMCZ+okRE//XwjDY3VTjOoNUfV5JwcotOB80Yxo8A5xc59sbLOM+18IXQEK8W5dFjNZabPyKMmWfdv0mRPw/SJGvle5KRHt763oqDZMdFTICzj4z0pQbrNeilX51m65+5x16im4BDfQQ8PKXD86enSnWcasXE6jWXFbpr3Sop6s5g7hJ7a/r3JDtkVYlDRqKdEBMunnSCYGsvzXglYr/Bd9PMNFdcVMCfUtLTU6IHP6EYx70Ax71DSK/r/PqNbmcpVixEEzAkVj9fPN3CF72LajGLeG1eNYb15sHw6jimredAigqgQgymSBnKPlyPdfrOYwwgPK435pGUu62QJfrqfN501deYYengIQ3xHDReypQroryXV5DzX74oep1Ylhu2YxBwYL8SYoQEBMWays26ym1TavyO3e9fhPTny51J+5ddxW3mAfuBG6nKYsdAkPZVxHB041WIkxeQxeaJo0wubxCymzSjilTblfcoC2Jmm6bqWr8NYwvXiuKK937Xo6WPGvgLqVJjQRP2apVFvErN2lIhFKSf6e7OYw7UiOcH97rlNMObCR5eD+En3N/Ba6zbuBKJKo00a9GRTt2Sg+1y9BLvEHKDoGR08E4AmEE07lGbrP5P8OGoCUEQOTZJvB6J4rj5yAIynMp3TX9+dQBSvtW7jJ93fwEeXpUHRd89t4latzMdtFnMOGjt1t4sKW9EkZjHMw4rKPmrsqcKLgPmYsY94pQTmRGe/XhxHh7GURQtoT82bxCymNEp7vFLqE+maOiC/sJgZyUyQajFi+xekMISjybluxqR/d/I7XwgdwUoJ0HMqTg9BdScQp1PdiW7qnEKl/z06ENRpr97Cc0lAP83j04B0NUnPge5OjTNiEpHBZDandJqskkv6AN/EIN9Gm1hIirf6lIG6pgum+yVNeK9ZOnVyrM/ceMj0WZNRqfy8k6VPOusqlAScaVOzeNPa66XOTf9dbyLrm1hbOnssWfolr71y1eA9LPVedycPmBPo5xu4Zr2uoNd5/ufOUHjwz5fi/trEAgb5Ngb4psNlPrMsgyvHemp2tIhg0uAkM62dJuf3A84JWHsLzznkLIfRnVNNkPpek2vzxZ7C59akzAP0/Mqv+1m3mfyy6Pt/0v69kDH2MmPsf2eM/Z+Msf+WMVaR9DseYoz9lDH2fzPG/lfG2DcZY+5DPo88QM/hkNNBupPGbtODde0uUdEOdv7tyQVlXW9p7trLp+OOvNH003SbIjhs/Y47AalVvh2IYssv48SIMkmmX1f4rgKKIzyMFhGEz+i2o9IscEn5113GKhhz4dn6KN48v473+64rGvx3z23injXlJS32jkUlf6xaNg7uBKK42+AE7TooJvB+JxDFMw9JjT1Nfh+rlmD+ZpWcxuub/jvl0j5ZK//eMw/Jv0kgPN3fvWtN+p+qi+GxagnId8ps7f3jNXHca9zHd89tKvr6+33X8eb5dTxbL53tu4xVlBo9qginAtDjroHP6EaLCKos82tFMVzhu8pUkCh2V/gutvwJ3LY+uzvWZzfMw1kph1TUUt7w8mk7LWDLLynx1WIkxWTCnqwQFVT3Ukh3fevg/P6L5S/CPtaF0G32N30u5W4YdxiqO2l/afqZe/SaC8kFfGrTuCy539YkXs9Id4B0yxQt0+NpEq0DmNwo67Z5nD7Z7OZrOep6j2pLIK1Hn/bydUybUTVVHzP20WWsolqMgDHXIRgTqf9Wqli1En4B5WIAdeYYmsUcOowllcs9zMMYNfYwbuxjUkQwJSKYNqOYNqOYEhFMigjGjX2MGnsY5mGVO99hLKFZzKHOHEO5GFDALDl27f508HbTijEXqsUIuoxVjBn7alo+bUbRy9dTRGB++p+p7pdAcgpiamQzg0umxCc3oLJN3RlzOWjt9ebUwazzLJNvasAlm8Ll1oCzv5/JkWpEbT+Mf4ZObc/NGE5//LE+l/Irvz7TdZsx9jFjrFLbfu3f/yvG2L8xxh5mjF1ijP2KMfZ32r+7GGP/I2PsA8ZYF2Psa4yx/40xdveQzyMP0DPcVEnvRCC9WcyloFTJAo2MatrEArr5WorIj+TppaQkdxmrKiOc9MI6VTp9ceRR09N6cwrjlgkdTWGfeUhGsIzwMALmhGOiTuYz1MUnDZgynLHM13S33B4ewlKJNE37XvsGfnrpBj66HMSH/fP40cUVvNa6jbsNETyuUcJpChGtkKD6ydp4WhCtA+lU+zA/kwr8P2lN70kHT88vYjEA7jZE8FrrNn50cQUf9s/jo8tB/PTSDXyvfQNP18kJRA8POdxy6X0ioyLSdNI0hsyJ9Il5wJzACA9j0y8d34n9EKmQ2bXKgT9t4WIXPSRNIF8DynrvMlaTJBNOFoce1UTXKhkO2QWHk0JL2b8Bc8LWueZp7Sn2sS6EbrO/+XPJaRj3YFR3+z5f6Akc0IXmVjzbTYNUFFg1pcsKBA5mpAfMCZQaPVqmc2Z3ad0f4nAUYCcQ0o27SO7y2aYz2DnTpUYP2o1FjBp7aqoe9MbAmEtFnTppxvcLPG0NuZ78oZuPul3lOOWuhMddg4JTdSg4VYdCTwCFnoD6/x53jWV8Wp7a/NRhSHe/z9OWaJCHQbuxCMZcjvdo1NhDu7GorqFczfeOYuvsjHpzymFIeJjGUbKEw+kLlDktgTGXuob0SMPcss7te4POjkmWsOSqO9ebgOR34aS2Z08vyIk9lPa+d6zPpfzKr8903WaM/WOafytmjP2/jLEF7b+1Mvnlumz9/68xxv4/5pxe7DHG/g/GmOcQzyMP0DMchDoNmOjuBNKdxiB29BRNMQj4pHfmtQE2xWlFK2wDOTJ/c7poZz4IW0QQQa90WH9eA+ohn5zK0kSdpqGkyQt6YyoerUnMOoyOGHOpgpgOu05jGVfNKBKVCbxwZh9vnQ+p6fqH/fN479IS3jy/jm+f3cWz9VFFG6cp9aZGAYxUyGi3m1USYD5ZKxsVT9XF8LQ1FU+1n66TE/dbtfIxj9fI9y1h6c+Jkqj/PaLjP1sfxbfP7uLN8+t479ISPuyfV1Pyt86H8MKZfSQqZSRZp7FsFzjqAHQ5DGOaxKyKayPN/wDfVKwLmpgP8zBCPhuYP98QUZ91iwhmLYT1FAEykyP6frQioeL3UgN8p4MtgXMnHdb2WKCf1cF5nTmWRr6R3/Y+1oXQbfY3fy4dNIw7Kqr7/TsrO03KdBMpoi3nlI9sMaOSQbrP6Jb3nENkrOs6XV22kkuEFGmWifLebixqsaOfZVPOyS6oNUdVA5Qxl4pqu8J3lTzHW3jObqw8EGDP/txS70/j79hNKY+7Bt7Cc0pWd4Xvqog0xlyq4V5rjuY4Jf50PjOK4Ww3Fh2U9tw8BTwO+WCyv0KuWeWMueAzug+A8+yPdxrrlRo9DlO43Ez6ckmMOBpqe25Rk8f6XMqv/PpM123G2P/FGPsrY+xfGGP/DZPUQMbkdAKMsZKkx/wvjLH/wvrf/yU7WEg1WI+7eIjnkQfoORw2RHevNUfRIoJoFnOoEsNJhZdNdfQZ3Y4YNsqITj3RlIdZtRjBEN9BSDOQI6p6wJzQppuZHU4JQJOLN+mtn66LYcsvp/OUUe4Xfagzx9BlrCqdOk3VaXrCmMtR8NBk/ZS7UhVNPTyEea+kot9r3Mf32jfw44vLCvh+2D+Pn/Us4t2uFXyvfQMvN4dxr1HS8Z/UdOmpjOE20+xUhnGkN3/S0pvfa9zHy81hfK99A+92reBnPYuO5/Tji8v4XvsG7jXu49EqaRLUw0OquFGGK/S6rQKJMZeaCtC0nPTlXcYq6swx1QhpEUGMGfvY8sscddLlk4s/NQBycV7mngYEzAlFjSc5QMgnXdqrxUjqCDXr2igqbEWdOeaIUfMZ3Q6qnl6YVIlhNIs5tIggas3RJFp7Hpyn3se6ELrNjsW5dMTZ6Jr5XPps4typrA9S1BPDRQfpdeYYGHPlMAV1TuID5gQ6jeUsZ1DytsFRwJxQlPceHkLAnJC0ZPU6PqvvlBPsUBxqL1/HpIhg3htXU+NxYx/9fEM10lW+PZ1f6rX/Ld6/3Op61FkiZHTXLObQzzcwbpm/LpXIM2RSRNDL18GYSwHQ3OK6jnYTiBQFzSmvnZyaRCnOqk5jWWNu5QDuLfYFYy7UmWMOcJ5ds55jsy1H6UuqSDV1TWadwNvX/v1T22kf63Mpv/LrM11fY4xdZ4x1MsYmGGP/PZOFThFjbJkx9v+keMz/wBi7Z/3v/5ox9t8l/bvB5Bfwaxn+bgGTX1DaNSwP0LNs9wHQ0iKCaBFB50TR6tbTz5KmT9elp3dM9aiDrVHMKLo60ZbXLABWIQazHDD2AUfGP+QMTnnadxsieKxaHuxkvuMXfUqj1c3XMGrs4VpRTFEJB/n2AUdZHbjqkR/kgE/xOZt+2XC417iP11q38cPONbx3aQnv913HR5eD+MXA1xVV/v2+6/hZzyLeu7SEH19cxo8uruCdC6v4YeeaY79zYRU/uriCH19cxnuXlvCznkW833ddUdPpd77fdx3vXVrCDzvX8FrrNu417uOJGungS/Ey5ETuiGrSGhHJTsCDfBuMSSrhNQuUd/M1pRklGns/38C8V+rCSXbwbH1UOe6TQU4uwNzjrkGFGMQQ38Gaz5ZDEC2+UcyowtlZ/Dgp7brenDSAzgaTXdzXmWPqOj/YjPpbLG7/VvaxLoSOybnknCoe3jAp9X0zkx49t0mk09ldB+l0j8kVpJOmnTTpjLlyNI5zOc6rWnMU7caigx5sN+SyT/N9RrcChjpF+TB55Ue/5d+k95kaoUN8RzmkL5XEcd3SX4/wMLr5GprELKrEsEYvLreAu56F/iD082zbGcVGmmJJoS9XMosqMYwmMYtuvoYRHsa0GcX14rgC5NNmVEmnysWAovjr781n/XnodHSSSFCjxG4CZ9d7k/8NyTTajUWVjpNdZuE0hGPMpTTnTs14buC8hF84AM4Pex94UN354anteYCeX/l11KuESRrgFvt0C6Hb7KAJEPIAPdt25t7SZJE0uammkERf1+nEpJlzUt6d0/RT7kr4RR8G+CZWTieU8RdRrtuNxRxoYs5OdIsIYtzSKj/zUEzptG9ZMW9jxr4yMKOImCYxq7rycxZYp2KHAF4Jv6CoWk7Azh3TLdJlNos59PJ1ZWCz6Zf09qfrYrjbEMG3mvbwSnMYr7dt4fvtG3jrfAg/6Ajh7c5HFDh/u/MR/KAjhLfOh/D99g283raFV5rD+FbTHu42RPB0XQyJSjllJ2OhXr6uWA92wZ3+OXNPA0r4BdVgoSIp6JWTcsbk9KZJzKroHTLiGzP2sV4qmyukr3/mIZkpP26xF7JPspx003ZjUUkKyFBw5XQCA3wTftGXovixJk4aTb3dWHTILogGn4r9oXsu6BKNPDjPZX+uCqG/4XPJniy5TvoekOrugl4IJ+vRc89Hp+9uamf3Yt6Re866BtJrzVH8/+29e4xcV57f9yNvs7tv3WI31Wo11XwMKUpL6hFKCk2RblPopUxQnOFoJZqjB6ERwceKlPiEPJORJx5gMPFm7fXOGkjg3SzWQIy1YRubADHWSOJ4Y/+TONlgsogTIEGQN3aTXcfYRWwnzjrZwMnJH7d+9/7OuedW3Vt1+1HNzwf4ARK7u+rWqVv1O9/ze4kkxSFgvGSq+nqsD9IGWyrqmghse9h8qH/Bvd77xL2Z3nFvpDdbpBtvpPkCRiOeh/sX3au9j9364HtbBftHi4+KEqTz6V13Or1R+HBt3qZRSW3gluxeqtaRq+mcczPv3B5aa/16Pv88b0Sn2R7ajE6/a0+nN9z59G5RcvZRIMjX07vu1d7Hxcx2v4nh5kbK/fvUL6t4I73p3kzvuNd7n3hN6UYKazMpxN6r1leNvN8H/k6DDSJJkfnVRpzP7TnsFtOTY3Zsr593rgdDrXpkjEhtzx+rSabQjvJLAJvOb4jIn5GNTSUkgj6RlU7AdrXWVGE/BdFvdPNC9m4Rvax2wa5G03XkzNu9e+7OM2U6s6apH8veKUd7DRN6Rqgf7V9259O77vpSKSA1svv42cfu6sJDt5bedseydwrhKZIUwvpC7/Oizvq9QSq81ige6l9wS71TRd2mOo7YpmUmWXZ7Zp4tNitLvVNuJVtzh/oX3NH+ZXc8u+Je6X3oXu994k6l190b6U3PTqXX3eu9T9wrvQ/d8eyKO9q/7A71L7iVbM0t9U4Vm6y8Wc9yfHM12NhrfdhS71QRbTqXfure7t0rsgh+ov/AXeh9Xgh9kaQ4yDiWvePW0tvu6kJ+MKCZCnoAcn0pb9R3tH+5mTAfOOS98y+6Y9k7RXq8lj3ceaacea/vfzVq7k8h0CwOjaDV3adamlGZWjBSDGCl7biN0Db2S81S3cdJJe3NPV+JfDVPSy0PvPbOv1gR6aNnpOvnOCsyWkSSoru7/Vw2md+sEUXbPO5Adj4QT6PT7pd6p9xL2ftFbbqKMH8s41Ye4Nn7IU8tVsGu49QuDr7XtcO5Rtr1APrt3j13Pr3r1tLb7lR63Z3sXXMnsqvuWPaOO9K/5A71L7jVbN3tz865/dk5t5KtuZVsrfj/1WzdHepfcEf6l9yx7B13IrvqTvauuVPpdbeW3nbn07vu7d694sBXI+Paqf69vQ/dxWD82lLvVFFq0ez+26R1HpRC6OGN1pq/lL1fTIdpIor1EMjWm+uo2EYNDk3wZCVbK7q1iyQmw3H0KDTb6NGKc/3sNypzMeUyYSZOdXxjs9KbyVLb1XacXwLYNPoi8g9F5LGUzXi+YX5+QuLNeFbM79yVPNox1+J5qUFvbX4alQqaY9k7kY3TbEUs6bx0TXkvO7XXpyafSq+7qwsP3Rerj4vRYNcHjd+K0VgNartsBsDZ9Jb7YDGvG7ei8nuH82ivzp8VSdxKtlYI0qP9y+7V3sfuzfSO+2p2vxCx7+196L6a3Xfrg3TC49kVdyA7XwjmfLO8kkckooLZF89FBGKI6e8Ne5zduxYGEYyVwskt9U65A9n5opnfeno3+lreTO+4V3sfu6P9y8WBxUq25kSSYr7s3Wfy98Qednyx+th9sJiXEDSPQJeHPwey8259cJCiI+u+WM0PUE6l14eWSmiHd5vSrjV8/qHQbGVjY+/lpum0WGg7aiO0xX5p1Fr7EdThqe6T1aPbmcVNmsbZDb+dn6wjmsrP7+i69j0zzzqRfISWnZNeTN1oGI3fl75WfH/rQXGbpllahhUKshPZ1aLR5Nalvcfeg3I0laYIa1aDlvCcSq+7c+mn7uJANF8JxLuK548WcyH/wUBIX114GLVvLJS/p39nH+cbC3lju6/3H7iLgwPuU+n1omROo7X2vt1edfPlge5ydsadgtip5gAAIABJREFUyK5WDmz8PgXNmiLqQbL62zI7o5nAt5HzY9k7xSi+Zhkes8V+y45K3J+dK5sOtvjMzyQrlXnn49adD0ttb59BsWP8EsCG8nMi8uMiclRE/ojkY2l+T0SeGfz8FyWPTLwl+TibXx+YouNsfk1EXpO8XvB3hTFrm2Tlpsd2eI830ypT3rVG60R2dYhwqgou7Yi6lt521/Y98oT6N5/K69OrDXxGj/TRQ4Nz6afug8W8WZuK9R8ey+dyiyTu2r5H7kLv8+J6VbDrvNgT2VX3RnrTvZV+5i4boXtlbx591qjE2fRWMcf0SP9SMRN8X/pasaFOZ5/zxtWUI2tK03/XcTfp7HOFA9uXvlbMfj/Sv1TMBT6b3iqiFz8x2IipGL+c3XdvpZ+5N9KbxUbJvkY9WLnQ+9xd25d3y/2Xjjwoxr791NEH7lur+absXPrpiPe0usGwjXXeTO8UpQ0qzK/te+TW0tumk3LsQCd+EKS9AzQSETs40uaHtlP76M0RFrepFujbzC/taXD/jd7Mth69ZurR403jVhqJa9vYLNz4VyPpw7+vRRK3d/7FImvnWPaOW83Wzaz15l2pbaRSvx+aHSJWv2d0tvXZ9FYh1Le2Pn2UlYc6es/Y7IvF9KTnPzRL7tXex0U219n0ViFKra2lt93Z9FaR5aXZCtqNX/3dYnrSi4LabLOtS1cfZX42xonsqjub3nJvpneKXi5tfZ6WX2lKu5040HTqgc4oX83Wi8/F/uyc2zv/ohNJRl5LXeTczjpv1nCvfhqEHriMU24zO3NwwkNHfZ17nEyvXwLYVH5F8k65fyAivz34/+fNz+dF5Bckj178voj8dcln0lqOiMjfFJF/Kvkm6udEZKbldSDQx7bqCBgVOVqX7kdJylNaG8kIo+nVL3FfxNk0da1PVxGnnbwbOzhTK6XzZi/27hWP/VNHc4H+w2O5CP32gbLBmm7INLVcxaxGeU72rtWKYiveL2f33du9e+5C73N3Pr3r3kzvuLX0tnsjvelOpzeKdHZrp9Lr7nR6w72R3nRr6W33ZnrHnU/vugu9z93bvXvucna/9vnsYcHJ3rXitN2+Bn0vz6a3ikZ3uh4/PJaP+NH1uL5U1vB749garL3dML+Z3ikOX7TO3KbHxw9f/KY2YdRcIxF196GtN9f3cmtG8+wkm2qBvs38UlOx0jAdtPEGuezIPrfncCVVtVVn98F1hXWt7aNzSTGT2Yp0vwHW6Ejh7l0LRcaMHl5qiVLzKQ1++ZYVa6fTG+6F7N3I985Wfy6Hv98q1srmbWmlhtzOQbez0O0M9HAOul/Dbuegb2Qzui7N37e8kL1bdGfXPUDzOevVqTjawPB4dqXMQGz4OLaRohXneb34cvG79e95PMvF6xfRoqQl7NiupTFlrXgTn1r69MnLdvzXKtPrlwCeSBDoE5lfQ6XN1WJpwn7kMt9o2QZy2nitPuXQH6FzPLviLg7q0788WDaS+2Axj7Zql+7RY3US77p6c88XnVgvDubNfvvAIy9i/DOmGdv1pVywa82cjRSo4F3N1otxJ9qsbC297dYjovq9vXlU+4qxMI3Q/kx/PxT766aO8JXeh8W4otVsvRDjNlKiNYpf7z9w15fK5nU6T14zCr59II+gX+zdKzoa+91dR2/Y9f0/3L/o1tLb7oPFR0UDuC8P5nXmF3v33PHsypDRMn6KoDa0s43givc/SGkPyzO02V2zmlRsuE21QN8uDPzSvGsu0v2u7vOzR4qoUzh6rXkUq5xOMbzZU/OmUbEoXbOa9KQ4NNDvaK21PdS/EKQEj65tV8FlU4uPZe+4p3unG5a2+HXI2iTTpjv7KfTTINSb2ExD2+rrnNTKPgqagm7LGrSpbPP+A2Vp4NO90+5Y9o5XauEf6DTr77Avfa0YRahlaP4YtOGvz4rzMLulXVPI+uaSdjpM0+yd2Ei1vfMvFn11/K7tTe7XWZd/l+KXAKYJBHpHzswKn6P9y14XbD8NsUx51yimOiubklxfX+h33D7Zu+a+3n9QEeoaUfeakzUQkGGjJJHEvdL70L2VfuY+WsxHe31v0HX9zz1fCvbvf+Wh+9Zq3sTuo8V8Nutaetud7F0rNpH7s3OFcFeBrAL+QHbeHe5fLJrrvJC9W8zgfil73zOdRf9C9m7RvOdw/6I7kJ0vBHj4PPuzc4UzP9m75tbS2+6r2X330WJ+zd9afeS+/5VSkOtIuu8dfuju789f01vpZ+6V3odOJGnZ8KU8ANFmfRoxD4X51/sP3MnetcpkgNCJa91dWDKhDQt10x+mtGs6oE4h0HpW6s27MgR6ByyIiNsle03EcbJU93FGrzWJjDXexHci0v3MGy2/0cPHfelrQSRzVHqwf1Bs04ybZ9L4qcaH+heKMVtWqPudtLdrGveTbuU9r9FpK8x1zF6ZadUk28LPNLTlFfGD5NER77k9h4spK1o+oOPmmh0wdyjOzed6dKZNk++b+Ei18VPbBxkhstcJfglgqkCgd2Z+LZOdIx1unsJounVcWrtmT5XjG7fSWa1ka+7V3sfu6/0H7vOVUqh/sfq4SJO2aYfNaqpmiue0HXGP9i+7N9Kb7nJ2333zqcfu0UBg/vTR+0WE/YfHcnH7/a88dN85mIv6m0/n0X2t915Lb7vXe58UEdyj/cueyA675IZmu+aquNeI0kvZ++713iduLb1d1MV/sJiPlLu/P58j/v2v5IcM9pp/+uh99ycPPXKPnn3svvnUY3c5u+/eSG+6o/3LXiddXf8m66f3hKYHanmCprJ/efCR+3wlF+av9j4u6syHvec2+qW1kfGNdXkYZDc19r5s3lUaa2YI9A5YEBG3e9dTLSLe+WduWAQqPjd49OPFGj+NM9NYxbWOnhwu0ps1xnq6d9oTKk/3TjduHhceLGuXdy39qU4maRbZXExPuqP9y56w0xFhzWvvsc2zai22jqqzBy1H+5dbZET4gloDEZqt4XVpr4ycHX3P24Op1vf8EHFeZMa0EOezMwc9cR42lGxTdx4bqTZeBlB5jXmz3Kec4JcApgoEeseOzkY4bMq7RtPDtONwY6MjYTQ1W8W9X88Xj6jvS19zL2Xvu4u9e+7GUh4VVhF495m8C/jZ9JY70r/kjQ5pXJdpNr+6ydSDhTfTO+7r/Qfum089dp+v+CJYO5yrEP6Z5+67nz563/3gyAP3vcO5iP9i9bF7sD//259czgX99aVcKH/81CPPvvlU/rObT+e/+/lK/rdfrObP+73DD90PjjxwP330vvsZI8K1U709PPh8JX+Or/cfuDfTO4XQLeelt3GK5RrpmJUj/UvubHrLXV3IO77r4cm3Vh+5G4P69Zey94ekqJZRDRXmsXukunGqllNo1FxT2ptHHLDmhkDvgAURccnu5UBMt61H92s4NU20qEdvKdJ1JKMV6e0aQNVH0r3GcU1Tho2gsh3eNWurLJVqVhesB8W2aZf9bml2iDfr1QdrRF1T30+nN7x642aZXdjGWOkjbF+C0+mNIpVdI+Z+n4PR94B+XmwTXW1KWB4kN+t3oPeTZn/ZTu2txhYaQR377I0TOddGkqE4b96xvXyNtu7civP2I9USZyPyeR+FZSf4JYCpAoHeuZWntPOzR4pGXCOj6aY+WOema9q7nVtb30G42szlfHrXS6PW9PdvPvXYvZV+5l7K3i9Sw/yNUovUqUFKqaZ4LWdnippunSf+jYW84dnnK/mhwXcP5eL9p44+KAS8FdHj2g+PlQL8p44+cN//ykP33YEY/nwlF/XfWHjkzW8/0r9UzDotm7lkxfvSPLW2rOFfydbcS9n77q30M/fNpx5X1v/avkeVrIZh7+lMsuLNidV0dp1rXulzMCRqrg0M/U7LiPPuDIHeAQsi4vYkq2VDpLbfTUE0qtpoqc2Gt76ze/sN+XCRvjD/cguh4M9bt82yDmTnW2RM+dekmVIa7TyeXfF7VDRqduVfmxXqb6Z3iokZ9jBhe8z43ulWndW9mq0Xk1i0SatNZW/eQ6Csx9aePNqI8GTvWpGJ1rSRapgxFt7freeTD+7v2oZwbcR55MBuvI7t/oFi2OAynvXT4jtw0DhzT7LqBL8EMFUg0DEMwzozBHoH4JcwDMM6M/wSwLTBRgjDMKwzYyPUAfglDMOwzgy/BDBtsBHCMAzrzNgIdQB+CcMwrDPDLwFMG2yENs38Lr7aiVTHiB3tXzb14CvObyKXFvXpWtOuTcK0Fnl/dq5ovBKv5fPHeGg31Beyd9259FP33t6HxbgxrZf+zsF85rd2NF9Lbxdj4MoZnytFjWj5nNNUQzhTvDdlzdZKMdNUx5itpbeLzvUiifvOwXKddLzce3sfunPpp0VteNFZNlo75tee7Z1/sWgqqJ3ZtUa+qBn36tDK0Wla967j/bTWXOvTaQS3mcZGqAMWRMTN7Tns5mePuLk9h92emWfLevQx+kPEmsZpjWe1aVyz8Wvh7GN/vFLTGvdqTfBydqaYZvF073Qx7rL5SMeyb4Wdl679Nqo9R4atof942mzy1d7HXn162fSr+Qiosulo/h22nJ0pRo5qrbpO+zieXSnq6tPZ55xI0vJe2IlW9oLJ+wwkLp19rqjXPp5dKaaZ6FrqKM7yPlhp1QTV3g/qs8L7oWyGW9cvJ3aPlT1ctI+NnW/e/PHKaxTJx6E+3TtdTHvRfjOte0YMvj/CcYu6D2o+/szvkaGPab+Twn1V275ARd35zLPed6jglwCmCgT6plvVwWmnd20ip41UfHHnd1xVgX+yd60Q6nazNLxRSXVzpI3N3kzvuCt7H7rby3lzM5HEfe9w3mzti9XH7s4z+Uzwt3v33Nn0lnspe98d6l/wOhrPJNp92TZbUyezFRspfd7BOurokd373Eyy7HViPdS/4F7K3ndn01vu7d4999FiPp/8i9XH7ruH8g7xIol7/Oxjd3v5sbuy92HR/d0/YKnb9FTHs9hNzqn0ujvZu+aNTKp2/U+LxnxLvVNFEzjbob26Yd7q+/5JMQR6ByyIiJudOejmZ494It1v4ti+m3GsaVz7Lsn+jPQuRLrtfK0ifTVbL0S6SBJ0Uh89ezo2iu1Y9k5xwKoN5NqIFG1sd6h/oej2rmPZVrK1iJBq19RPm3jpQUAoME+l192J7KoTSTyf07655zRatTmr9V0iiTuRXXWn0uvRA47VbN1vQti66Vh5ULOSrXlj005kV92h/oWy4VrL+0rHnu3Pzrlj2TvxEWoNZq7bz5FIUojz1Wy9Is4bfY4aiPPms86rjxk7MGzfFK58XL0vrDifnz3iZmcOOsEvAUwVCPQtsWrX3MP9i94YLHWmvtAux7KpUF/Ozrij/cvuld6HRXdvG20oT3frvuz9CI463+PZFXc2veVEEnd9KZ8f/u0DZdT4y8FotLvP5F3hf6L/wJ1P77rT6Y3ioGE5O+MW5l92vbnni87Jye6lwclwVkTdfRFvhXxTK/9WH2/XrnQw/3PBJbuXig6pvbnn3cL8y245O1MI29PpDXc+vet+YjAm7u5AkH9pouTfPpDPc7++lB9anE1vFeOCsrnjI07k/eyF+dkjXpRDu/W/0vvQHe1fdsvZGSPMM++1qbDXTawd42cPd5p3kcW6NQR6ByyISPGZtZvMdtHu8PNXiho7Z7j8floeU6SveCJ9qXeqItKbRtbs97CN/IkkY81dt93iV7P1ogv2of6FyAFgA3FhvsPUb73S+7Ai1NtHZ8trjo3yDMW6SOLeSG8Wz7marRcd9VWwVyOQ0/RdWPo2zQDRe1c7h+v7ebJ3zb2R3nQiSTTrYLyRoeH7UR7kW2GuYz41y6t5l38d71cGHA71LxT352q2PtHos73zLzqRxMtEsX66zefRinP9fNsMwvHE+XKxH9HvoXT2Oe+wqf33WxmVDw83Z5IVJ/glgKkCgb6lVqYpZ3PHC7Ft0941GuoLwPqIugp1Hc+mkVjdMI0UkcGJsUjijvQvudd7n7jz6V13Ze9Dd/PpfO74tw88KqLKmhL/+Nlc4F5fyueufzW779bTu95m6lD/gtufnSuiTbpJTmefc3N7DrvZmYNuz8yzg7TWlajpz2dnDrq5PYddOvtc4ez0lHt/dq5w+rqJWU/vuq9m993VhYfu+lJ+rY+ffVykrGu2wLcPPHIP9uez1q/sfejOp3fd671P3JH+JSeSRCJkww8/dIOj75OOS1NhPjRiHqTAatqqZl2oqC+jV8wV3jpDoHfAYA76krfRLEV629Fr4Wexujm2Ir1Nym/4fVkn0tulv5aCaKl3yq1m604kcSvZWssxbIn3eOpjwvRhnXHddm5z7JDYjtRqdng5fG1Dsa6iVCQX6OfSTwtRejq94V7pfViM4Xq6d9rtnX/Rzc8eKbIv/HKs7ZjZVYrxPTPPFjOxn+6dLsaMvdL70J1ObxSHFefSTwuBbsXteKLcv6/tob0dvRc/TG7id/zH1qh5WIbRLkW+OkZtJVtzIolbzdbdUu+Ud2DU9nMYE+ftMmSq9/Ow75+x550Pvtti35nJ7iUn+CWAqQKBvuVWTR8Lhbo6XS+CEqlRn505WGxiXsje9dLfNQXNOqtR4lIdo92A7ktfK9Ibz6a33MXePXd14aG7MZhzbiPPKty/OxDvX6zmkfg7zzx2N5Yeu4+feuS+sfDIvbf3obuc3XcXe/fcW+lnbj29686ln7q19LY7m95yb6Q3PTub3nJr6W13Lv3Urad33VvpZ+5i7567nN137+196L6x8Mh9/NQjd2Mpf677+/Pr+s7B/FrstWkmwOcr+TVdXXjoLg7S93XNtO6xjIYlQ9csFOWaOq8poZrGrpkSi+nJke+rzqs9lr0zRJi3OXXHNsYQ6B2wICJu167FSjQoJra2WqSPSncffTgaWjXbRiQp5jYv9U5FMmyaRxfVR8Rr09t8j/jXacttVKgfz64Uqc/tanVja1yWKYgkXhQ5JlpVtOt1HOlfKqKp+r7YQ59k91JZmjU0w6u5hRldWlqVZ3WVYqo393xxsLyarbsj/UvueHbFnexdK15X3WGEZg+IJGOmR/v3sb6fWsqg16H7iHjEfLSIDg+fwsOiii9sWBpiMwqXeqeKGed6j7S9ztB/d5XWvtHi3B7qhFlHu3YtOsEvAUwVCPRtY9V6LCvIbCO5aqqjnwKtp95h+vvrvU8KYbg/O+edso8W69U0Kt2M2tP1tfS2u9i7597b+9B9/NQjd3s5F8iPn80j7jZtXEWyivgvD+ZC/jsH8wj2t1Zz8Ryzb63mv6O//6UR3+Fjfzl4vMfP5tdyezk/HHhvby7G19LbXtTHa4BX2eyMEuVltEf7C5zsXfOi5VZYFxuqyPuowtw2gLMHNu3qSLHNMQR6Bwz8Ui9aTzl+PXoSfFbzFHqtAdXNcvs0U38DbiPptia9XSR5xqvLFskj6HUpu+3ETHkQrLXpR/uXa8qimqxrGVGPCXUr7Jplcw1fF//g2O8holFmzVA6m94qhK2K9jfSm8Uh6YnsqjuWveMO9y+61WzdrWRr7uneabcvfc0tzL/ssrnjRXaX3nuzMweHmt6rmtWVzR13C/Mvu33pa+7p3mm3kq251WzdHe5fdMeyd9yJ7GpxmP5GetMT4+fST93Z9FaREafZAZWeL0MPjkffu2GWV937p8K8ecS8vJfD8i49INJyuHYHzdUovy0J0Qi6X2/fPCNGe1WE4twejLU9wLMlCvp9k80dL1LQ/T1Y8/euru7cfk+K9JzglwCmCgT6trPSmWnt4IHsvNdIzqYmRiOvwWZRI7i2EZk6fH2silgf6nzj9XHq1BbmXy5qylSganr52wPx/sFiGeX+yeU81fz+/sfu0bO5mFcRrkLcmv77F6v57z4aCO+7z+SPpdH5DxZzEf52756XZv9C9m5Rg6lOtz4qV+eA/bQyK8pVTL/e+8Rr4KcZDFUnX42Y29Q/2wBOawr9JoII8+1jCPQOGPil+WhH4mo9+mT1mrZRk9aClgcAzRtp2XrdmEjvzT0fHMg1FAy79zmRpNI8TpteNY84Dh4z8C9hNF0PgdseKNiIeszvvNr7uFK6VR6GtI34Rt5PI9g18rmSrRVlTi9l77tXex8XWVjn0k8r4l0ztk6nN4qeLid71wrfezy74o5nV9wL2btR05/rd7ZGnl/vfeJOpzcqGWD63CrE30hvFuuk5WAr2Vpx/4xf4lH/Xtlmpeq7bFd267fG+UzY8qyVbC0aNW/nz6r15rHPhUgy1mdtz8yz0ci5LVcZ5zOh+yMrzusDAU3fw6y27txOvhCZd4JfApgqEOjb1vyohKaW1wn1WNf3mBNWBxkKyFCs6yZVJAmEZJ3zmPGe03ZJ17SrbO54pT78aP9y0RxPDw/sBurN9E7U7IbGvobj2RV3tH+5UueuzrBwWkUqo12v4a9NN+AiiXfCHm5s7AGI3fBWN6PVrux1wlxT7dtHL7DNNQR6Bwz80h4jpOO1leVneZzNbX1n9/G6KVc7NHcl0vU7RyPFNlLop4+Pn26sEV0Vhu1rd/21jR0yq2DVg1KNBhfrMrHw9L+r7b2j4kjToK3/0fr5U+l1dzq9UYhoFdJWzDcx+zf6OGfTW+50eqPwV6/0Pqz4q6XeKa9hWHwiyjg18/5BhopQzTqoe2+q4rl913db5qX3l0bNJy2r0EMYzSzRzIJi79KROB9/0kPX3zHVx2723bjHCX4JYKpAoG9780fQ2EY5oYArm4yFMzSro1n01Fm7x2uKnabB6yxtkcQ7vY832hmVWhlunNJSxO9a8GrytAGcTReMmf68bCRX1hB6XeIr1zlqc+NfZ9g9dzE96USSYoa9pq9ryqR2U7fRreoIIH82s+1iaw9got1sEebb3BDoHTDwS0kgtKr16JM0jQs30HUjj8YXJ3m9qYpCTZ3WtNZ2s9cTr859X/rahCnv+ePasio9wO1GqPuPr8JH06dtXfMrvQ8LH+aJ9dbZEcPWLxDuA79jszNUQNl09OXsjNufnSsORA71L7jD/YvuSP9S1A73L7pD/QvF+7I/O+eWszOVtHltiGoPjAu/NZEQj9+LVnyqWH4he9dr7Ke+S8sQ2jf3aybMvTK9Me7VupR2/wA78z47Tb4DtNxF33s9LLF9KcY5pKob7TixOB/SFM5mF+kBn+CXAKYKBPpUWDUqYWeGqlBvLA6DRkkxsa6iUyTxNlDRdDsTjR5vczETsaaNeGJ/2+Y57aGBH3EJ0yR1QyOSeIcZ4bpXG740OySxwrw+M4J09u1tCPQOKAR6+LkJR6/ZOsvhfTTqvgPK+tDuNtKjRbp+T7T7bFfnhWtq74HsfDHWsvq4o9ahGpW0ae+ailwVQO1nNMc6sqtItKndts662m+gqwNK39fUHR77B8jL0Wki/pSRZf/AeOihcddd5P3Pi826sPX5ut620dwk49js/a4HSLF7qH22h39/2vteD0Hsfd/8ELu6p9o7/2Kn4rzZwd8Y5TmD/Vtd3bmOs61+XvBLANMEAn2qrFo7pkJdu77a9Hd/U1WNqofOXJ2UHekikhSpfzaVXJu7aPRGa7T09DY277xeVG/EOlXFft18dE1/1Np5beCj0ezw9YsklVE+5aY4C16rHy0PNy/2cOVI/5LXWwBhPo2GQO8A45fivS6abUrbicfYjPQuRHrXAiBsBmpT3vdn54p54G3rZcMaejubWuvTbb+SSec1a3O3sF/JMLGu6yWSBO/FRn0/xg6A6w6Rh/3uRl7b7GAtkuJAaJgoD/uwaLO5Seqg7eGO7kdeyN4tsjBsdt+496TOf9cu7WFKe5uykXYHaN2I89is89aHIG0OK733Er8EMG0g0KfS4hudMBpr09/D6G5USAYn7zoHXdMerWDVCLtGkfW5jvQvFdEcdXT+OJsVL6UvFlmImXeNMQsjHyaF0abGagfVfelrxSm8bia0qY99beGBhHaHDU/B69YyzFKwaexh1sP4GyVs+xgboQ4I/NK4aZ3Ns2lCkR52Wh6vmVM1ShdLoa1O0mgvplUY2ZT3+FjOZmth097D+nT9Hpwsw6c6esqm2Nu6cJsGH34HhyUO7Q5nps2q5Ve2vl7E99Xh+qmv0RTz9iMF6+9rneYS3ideI8NW6fLVMaM2pd32yhlH9NvmrnUlKOOVttQ3nwwnRIz7HTVeuQ9+CWDaQKBPvfkRWtv4xaa/a1Rdo74qBqunrX60WSQZ2hn3RHbVG+Nmhe0rvQ8LcXu0f9kd7l8snOtydsYt9U65xfRkZZyNHWkzzHSUTTjOZjE96ZZ6p4r6wQPZeXe4f7FIt3spe7/YvNhr1jFommZel9IvkkSyAvwon40O6UgZ+17YyJA3doga8yk3NkIdEPFLM6UwGbpBHaezu338+KziyUV65n0vWJFuO0SP2zU9lvJuG8iNNxqqKsCO9C+NEOpjir1Icz174GzF5sneNSeSFP5sOTtTiLXuyq620kaXX+mhjB4yH+1fdiKJl4FgRbmmgVebnY33GRkmzLUx6ngHOPFyCNtvob6Uo404r05aUHE+zpjFJuK8iwORZt99aeTx8UsA0wYCfcdYfCNo0xRDgaiRdW+DWOkYm7j4RmGl2MRqavj+7FzhqHVTZcfMaJq4imG74VIxfyK7WoyzqRtlY0fa6O+r6LYbFHtoYA8O9PmOZ1eKjaZ2fF+Yf9k405WajZ5dk3I91OFrpLxuzcMDkm4aIWHbw9gIdUBUoLeKIo2VheKLg+7S3RMXpr6qwLId3r1U3TFFh6YBh4JmvJr3aqZWKMg0a0rLqaoHDe3WP5bJZVObtZRLJCm+560YDTO49D3T+2J6Sq/KLBE90LEZX+GhhZZe2VIpLXWIZ3qNf4CSzj5XlGnZVHZ7YNM+EyxeEx5rBOcdaI/ZUd1OlNFAQbyresP1aZDW3o04b5M9hEAHmGYQ6DvOQofqn0LbVHUrHNW5No0Wh6l2YT23dYDGyY+4AAAgAElEQVS6WbRR7FGiuq3Vif0wer+SrXkb4njd/PDXKxLPKtBNq762MDW+Mmt+R6djPqnGRqgDavxSszrMyWZF+ymwnYv0DY3gZbXR9LA2fbzu3PUpzfo9WxmbNna5jv9e28ikzrjWyHFMrMbKrsKxm34n9RVvCkil9GpI+dXosqtq6ZXeu2EHeTuGNFZ+FTuU0HUXSUzJROywfYz1N8LTZuepH++m5CF+yGRLNqpR8/E+G80zWLoX5+0+c8Hjm++j8fpv4JcApg0E+o620jmFkRuNdluxrIJWIyJP9047kaTYkI4SsMOiATo6zdaB6zgb3aCuZGtuf3bOG2ujdqh/oRhfo6ZjbPZn5wrhvdQ7VYyzCevfdaTN8ChK/QGEOmCRpDjZ1w1UuIYala+ezBMt39nGRqgDhvilZk3j6pslNXkPqyI9lu4+7pikWDp32KCqepDX5LpnvQZyKqhCoTN+/XG88V2dUK9voNk2Qu03Q9u9a8GJJNHmnlbQxkS7ljANK7uy/sOWXsXKrurGgWr5lZZehf6urvxKS8ZiYtweOMSas4okkfu9/ToPaxwbE+bjNVRLvOcKe7XYg6XKgU+LTv6xevNQnLefcR58D9WIc2/SzYTifPLvOfwSwLSBQH8irBp50k2npkOGYl3FpkhSiE172mzTqqxoHyp2hzRzi42x0RE2dVY71mZI87lR11Y2l/O7u+tG93D/ohNJKutkI+UaqYqPuUOY72xjI9QBI/xSNbI0cvPasrN7mIW0cSK9XjjYqF55XQ2v3XTWjkXTtft1F927bcT+UP9CbXR1vBr+uudPag9QYynhWnYVi0TXZV9pmdWx7B13tH/ZHe1fLmadD7Mj/UvF7+uhhZZjxbLGYpF/Lb+qS9mPH5g3vUeGfJ5MpkJdloQtjRtXmIelE9p1PhY1H39iQDI0W2W8Bo3V628uzrsdp6YBh2aHkPglgGkDgf7EmT0lLx2yHTVia8lFEk+Iakrdof6FSsqgrYeyYtlGqutE8kaafziQBYcCK16tn00x1M2m3Vy9lL3vRBKvdt0fmRRr1IIof3KMjVAHNPBLY4j0cURocKgZprvHpzm0F7m2XObp3mnve1Wjo+NEJ61Asc22wprecQ8aYmnQtj45jKpXmpV1MrGi2lQtPGjV73cVaSvZmlvN1t2h/gXvOq2IViFdJ6abmP69Pp490FUBfqh/wa1m624lWysOZ0J/Gh6Ejxchr3/vwuZ8YbTc9hnYiPslvC9th/bxxHPmRJJC/Iefq/AAfZyov512M3qU2hhr1Jk4xy8BTCMI9CfaqqmDtu5yYf5lJ5IUc8FtFCKMHmu6oN1o6AazNs18975AxGfOi3o3tvJvdWNmo/Jher06bLtRi9XH21FoKshXs3UnkgSZBDFHiSh/Mo2NUAc09EvhQeMkNZrxx7civa4mfeLZxoFgiUX6RJKJIn1h49C6SGV7QRS8jsiBgJ2lbsVeONu82+/QqmhvW3a1nJ0pyq5Ws/UiA0HLrepM11VLsFaytWj6fLvyqw7Xw/h6OzM9PFQJJ5l4gnmispGV2syOagPV8TNTRJJoZsokBwyxA7vRDeHGPxQc2mOjtmM7fglgJ4BAx4xVG/OIJF63do2w21TGUNDa9EBNC9QoQVjrt5ieLDa6sVFrwywcsaaOcjE9Wan1s9ESve4wMh4eOGiWgHXsc3sOO5FkwgY82M41NkId0Fig203zqBFE44v0eOM4/b7xm02OWdcdiBc7m3mpd8qJJDVdptsLFzttIhRHnczHNs8V1jCHUXX9jrUN8qpzzbs68JxxVqj64r2aXVWWXZUlV1pzHtaeh/8elmDp41WyyoZ2ku/m9dqsAr1/tQwg9OU2rT68HyYdzRbeD7FDovwQYPKUc50Lbz9DXgO9MdLOYwd1dd8B/vWPL87H69iOXwLYCSDQsRorv/T9DbA//iVMCQ/TBUMBHBulpvNTVczbOr+6KIWt91PRrY8TG8EWe/4wzbA+ZX85cIj++mBYaWyEOqCFX6oeKjbf2I4n0mPp7l2ktobC1nabFkkmTs1tkl4c1qePN9u8fD22QamdeBGKQhXrmnZfRtYn7UbexmYCG1IuNcLi5Vbh42/Ua6h+Huz9ZNc/PCyxk1xsY9NJ3n+bvWHrzLsts6iWiogk3nSE6kFDN6Uu4Wd/UnG+Md9h+CWAaQOBjjW0YXV+pWjXVEHdWIa1frHGOXVCuq3Zxwob/IS1fjZ91KYaqhjvtt4Pe3KMjVAHtPRLo1NDJ9/gJpXniKW4TtocKtbIMxQb9VHNZmsVdukO095D4TSpUB+WVq39TmJi3fb30OwBfc0iCd/NgU8WSYo11iiy7SsTE+W2j8rwcoPm1zSsGa09CNJ09niX/+afxzBbY9Sh1vjZLfFmkfUHcy0+HyPE+WSlOonDLwFMHwh0bAKrSxeM1/rZea9a76e14E/3Trvl7IxX92dHrlmzP9P6vuXsTJHKtpie9Mbk6Lzb5qPWntQNHza5sRHqgDH80kaniJbPEzaJinVwDhtGjtskSlPeRRKvlnYy4VF9HWGTUCvU/SaY46Y6x17bckXAhVlYsQwn7Y1iRUt8/OdO+R6P+9nSx64UpVc6ci6W0WbXMjyAmVSU14ll7fMSZmjUj99rf+/agyzbu0Ek8VPaJ2hop2tcN8lh3Nex8SU6avglgGkDgY5tgEU2FEa81zVzi41YC2v7bI3f0FFrleZzsS7yO2UDh20fYyPUAWP6pUki6d2L9PHHsPnPoQ2vbHPL6qioCURIpP49rBFWod5VlHVYbfRierLoJG5HfFmRKZIUmVC2JKmIsteO/9zoFPNJzE+vt37TZqvZ+01LzFayNSeSeILcjrrTDvp2MsDktf7DsyM0ey7scTBJHXjs8CpsBKevUSSZrJdCMEZtK8T55JFzNfwSwLSBQMc22cI6vM2o9duOmzFsZxoboQ6YwC/5m/jYmKKuRLrWvtoxVd1v4suRUZq2bLu822j65M9THbkVS32PNtwae1RavVjX1xqLCIsk0VFl2oA0NqrMF+7DRn/G/Mc44rXORo8A1cPq2Ig4be4XRshFktqMg9jEkfEb8NUL5VjEXK9hstF61UOxMGqu77uWQ4i0HU0Yf566wzf7/dH2OZqK8/HHROKXAKYdBDqGYVhnxkaoAyb0S5OI9LYb7dFpsPFZ6e2ihiJJJX1Yo4a2EdakIijWDTsU6lpmpIIoFCuTCT9frIciSSPGIklFoDbpOaLCXaeE+B3XTQbWroXux3+aDvEqwO2oNy3/0lFvo3q4hAcUIkk0o6BaAjDpe5NVDnK0NCKMmFvB3MU9qc9pGyjW9WbI/378EWexGeeTla9Un2dzxDl+CWAaQaBjGIZ1ZmyEOqADv1QV6RvTOC5eV939xj5xdeI5lt476WismCiyNeoqxDRqrVH8ydPfI9dRSfNecSJJ0QRtX/paJaocE7JWvGvatx39qWtox3/qIUtv7nlvBGhsDKj9mf6+vQfs+E/tuWLXUqeShBNJ6g4elrMzhTDVsWJ6f8WbnE7+OdIDIo1e21F99uDGy7CYUMiG6fNhmUf9IcAYr3HEQdtk9frNxXnYW2Hy6QX4JYBpA4GOYRjWmbER6gD8EoZhWGeGXwKYNtgIYRiGdWZshDoAv4RhGNaZ4ZcApg02QhiGYZ0ZG6EO6NgvtatJH79jsl+na+unNyxdNtJBO9Y4a7L57PXPaUdcacq2Ngiz3d815bm+rraLRp7xDuiaTlw39lPfGx37Gaahr2RrI0d/1o0A1TGgYfq8jgHVtPnoGFAtu6jtRN/hekVq/m3TN01j1/pyW9awEWPa9L6KNUScfJJA87KU+iaP46W1141/7L7mHL8EMO0g0DEMwzozNkIdsAECfbMax+XPV9RN19S0at3w5HXp1QMBW5ttm2jZWt3JxjbVN9RSQRUTdc0amHUpSux7X3ZPL4W73zk92b1UaeBmR33O7TlcuV9ipr8XHwm6XDxPpaN87Rz3rtejOks91oiv7rBls+6jWBO4+POOechkPpv6mRnWM2Ls55qoIRwCHeBJBYGOYRjWmbER6oAN8kvNGsd106SpWZSufhTb+M2n2gqd8SPq9a9To5+2E3kYgbXXUkRhTdTYF6ob9XmtH4FWO+5zVPf2RuNAxx3fNt49r+9RKRTL+9E22ouJcu3G3k203L9f7QHBxh4sxT8j4Qi1brJbNvu7ponhlwCmDQQ6hmFYZ8ZGqAM20C81i6R3k3JaLwq6T3mvvraw43aYKhymnY8fCR3+WnUkVti13HZQt5HZmGjpPr17p1qQ5h8RiDbTYdh7Ykf3bfQ9ol3uw3u0m8kAk6a0Ty7ON+47pqnhlwCmDQQ6hmFYZ8ZGqAM22C/Fo1t1qadxcTBeXfqwlPdqWq0VCG1em/98YfpyrKY3Pst8XBHmzzIfFq2NRdbD67LR9fJ9SFw1Gr3Vn/3NtjDqnwTj6JaLe9q+97FI+dCshk5mqFdTvZvck+XotHHqv5Po87b77LX/rIeHAaP6XWy8OE8cfglg+kCgYxiGdWZshDpgE/zS+CJ9PKHQLuW9Gk1Pxnu+IfXpw4T65NHS6jWEqdWafh8T65peraJRU6x1bUQSI24y50fZd6Jor6ujz4r7VyQp7l8tMdD1DcsMQlGu2QuVUoMO33/9jNUJ8+F15uNEsZPK521jU9qrB1PbQ5wnDr8EMH0g0DEMwzozNkIdsEl+aQyRPmHzuFh0rS7l3Ub0RJLOO6+rgNvYiLpeQ3kdYcOssPa4TkxqPfS+9DUnknjr5HU/D0R7feO17STg47XwlW70xX1aij895BFJvDWsO/QIexFUGiNO3KSsXcTcHsB02RFeJKk0gqtLae/qOe1B1PYR54nDLwFMHwh0DMOwzoyNUAdsol+qj/JuVIf3upT3WDRdBZRI0k1jriFp57Ea9W5TnRPnifWaGmk9rAgFuxWbIokn2u01q/AqhftKmSJf0zm9WSO3Sa2mAV2ko7zeh9pNXu9FXRsrclWMiySeGI8JcpvK3W2N/+jShmER806bzw2eXySpzVKpTlAYN4U+fhgRO+TrNjsBvwSw00GgYxiGdWZshDpgk/1Se5E+eQSsPppuxYQKGJGkg9TzehFlRfFIod6ZwIiL9Vj9tO1Gv5KtOZHEE+xhpF1r2TU6a4WZFUzh+DMr4tVyMW9tRBf34PftY+njh+Pc7L1mBaXNctBU9TAyrq9dJPEE+cL8y0Pr+LtpvDe8jGGYMI9FzLsQyXrYI5JUxqfZ2vauDwSGZeBsrTjHLwFMIwh0DMOwzoyNUAdsgV/qKk11suibPl9v7nlPqIsk0dr08QXN6EZusTTk+shjF3XfYY11FhU+vbnnnUhSEa5hlN1Gkq1wt69pMT3pCfhs7rjrzT1fCPnYXPOmFs5NT2efK95XK8AX05PeeodCvO41hQcRIolXp+/fo1mQJTDp+xSPHNsu8bF7qNusjPr7eH72iBNJPGGu2QPVxnPjHXRtbnkMfgngSQOBjmEY1pmxEeqALfJLzUV6bERSJ1HtIAKpQk4k8USGF03vYB71sPnYdfXCdiTVZGtQvy7DGqKFNdjDos2hyI0JeBXxKnxVzKst9U55ti99zbPw5/Zv9fH08fX5ml5bLCsgrMEXGdY4r4ua+3hpgu2j0FiYdzItoOxpEJZIaE1+tBHc7n0dReubjVHbenGOXwKYRhDoGIZhnRkboQ7YQr9UjcptTnRseERSJGlYQzv+aLTY7OZYinms5nt0XXM370sZZU8qdduaMq7Ra41Y20h1GKUORfwwwdyFhc8THgrYtdXIvkb0y1RpU1NvxHi+TmHtfBfrPrpfgF3bWIp9/bzvbj8nYdZJ95+T8bNsJuvdMKnhlwCmDQQ6hmFYZ8ZGqAO22C+1S2HtNuU9nrIrkkRnN9envXcv1IdFSOvqnf0If9eRQ7/5Whhptx3Pba13mG5uBbxNN6+LglsLI+7WYtF3TasPU+ttWn20Nt6rh9/okXJmTb2u+/G+AG0yLLoR5tV09thnQyTpNJW+7vtg40pgujT8EsC0gUDHMAzrzNgIdcA28Ev+ptym0dZtyrtL9642vRJJaju929rabiJ29a99WNQ0FlWvZBhsmFgPrz0m3H3xHjZrsyK+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width=\"1000\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = subplots(2, 2, figsize=(10,10))\n",
    "for idx, key in enumerate(cals):\n",
    "    cal = cals[key]\n",
    "    img = cal.fake_calibration_image(ai_short)\n",
    "    jupyter.display(img, label=key, ax=ax[idx//2, idx%2])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As one can see, there are plenty of rings on the image: it should be easy to calibrate.\n",
    "By moving further away the detector, the number of rings will decrease.\n",
    "\n",
    "## Long distance images ##\n",
    "\n",
    "To keep good calibration one should have at lease two rings for the calibration.\n",
    "The longest distance from sample to the detector is 80cm."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Detector Pilatus 6M\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "SampleDetDist= 8.000000e-01m\tPONI= 2.173222e-01, 2.118181e-01m\trot1=0.000000  rot2= 0.000000  rot3= 0.000000 rad\n",
      "DirectBeamDist= 800.000mm\tCenter: x=1231.500, y=1263.501 pix\tTilt=0.000 deg  tiltPlanRotation= 0.000 deg\n"
     ]
    }
   ],
   "source": [
    "ai_long = pyFAI.AzimuthalIntegrator(dist=0.8, poni1=poni1, poni2=poni2, detector=dete)\n",
    "print(ai_long)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\n",
       "    for(var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        break;\n",
       "    case 2:\n",
       "        cursor = 'crosshair';\n",
       "        break;\n",
       "    case 3:\n",
       "        cursor = 'move';\n",
       "        break;\n",
       "    }\n",
       "    fig.rubberband_canvas.style.cursor = cursor;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_message = function(fig, msg) {\n",
       "    fig.message.textContent = msg['message'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
       "    // Request the server to send over a new figure.\n",
       "    fig.send_draw_message();\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
       "    fig.image_mode = msg['mode'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Called whenever the canvas gets updated.\n",
       "    this.send_message(\"ack\", {});\n",
       "}\n",
       "\n",
       "// A function to construct a web socket function for onmessage handling.\n",
       "// Called in the figure constructor.\n",
       "mpl.figure.prototype._make_on_message_function = function(fig) {\n",
       "    return function socket_on_message(evt) {\n",
       "        if (evt.data instanceof Blob) {\n",
       "            /* FIXME: We get \"Resource interpreted as Image but\n",
       "             * transferred with MIME type text/plain:\" errors on\n",
       "             * Chrome.  But how to set the MIME type?  It doesn't seem\n",
       "             * to be part of the websocket stream */\n",
       "            evt.data.type = \"image/png\";\n",
       "\n",
       "            /* Free the memory for the previous frames */\n",
       "            if (fig.imageObj.src) {\n",
       "                (window.URL || window.webkitURL).revokeObjectURL(\n",
       "                    fig.imageObj.src);\n",
       "            }\n",
       "\n",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                evt.data);\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "        else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
       "            fig.imageObj.src = evt.data;\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        var msg = JSON.parse(evt.data);\n",
       "        var msg_type = msg['type'];\n",
       "\n",
       "        // Call the  \"handle_{type}\" callback, which takes\n",
       "        // the figure and JSON message as its only arguments.\n",
       "        try {\n",
       "            var callback = fig[\"handle_\" + msg_type];\n",
       "        } catch (e) {\n",
       "            console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        if (callback) {\n",
       "            try {\n",
       "                // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
       "                callback(fig, msg);\n",
       "            } catch (e) {\n",
       "                console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "}\n",
       "\n",
       "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
       "mpl.findpos = function(e) {\n",
       "    //this section is from http://www.quirksmode.org/js/events_properties.html\n",
       "    var targ;\n",
       "    if (!e)\n",
       "        e = window.event;\n",
       "    if (e.target)\n",
       "        targ = e.target;\n",
       "    else if (e.srcElement)\n",
       "        targ = e.srcElement;\n",
       "    if (targ.nodeType == 3) // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "\n",
       "    // jQuery normalizes the pageX and pageY\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    // offset() returns the position of the element relative to the document\n",
       "    var x = e.pageX - $(targ).offset().left;\n",
       "    var y = e.pageY - $(targ).offset().top;\n",
       "\n",
       "    return {\"x\": x, \"y\": y};\n",
       "};\n",
       "\n",
       "/*\n",
       " * return a copy of an object with only non-object keys\n",
       " * we need this to avoid circular references\n",
       " * http://stackoverflow.com/a/24161582/3208463\n",
       " */\n",
       "function simpleKeys (original) {\n",
       "  return Object.keys(original).reduce(function (obj, key) {\n",
       "    if (typeof original[key] !== 'object')\n",
       "        obj[key] = original[key]\n",
       "    return obj;\n",
       "  }, {});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.mouse_event = function(event, name) {\n",
       "    var canvas_pos = mpl.findpos(event)\n",
       "\n",
       "    if (name === 'button_press')\n",
       "    {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x * mpl.ratio;\n",
       "    var y = canvas_pos.y * mpl.ratio;\n",
       "\n",
       "    this.send_message(name, {x: x, y: y, button: event.button,\n",
       "                             step: event.step,\n",
       "                             guiEvent: simpleKeys(event)});\n",
       "\n",
       "    /* This prevents the web browser from automatically changing to\n",
       "     * the text insertion cursor when the button is pressed.  We want\n",
       "     * to control all of the cursor setting manually through the\n",
       "     * 'cursor' event from matplotlib */\n",
       "    event.preventDefault();\n",
       "    return false;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    // Handle any extra behaviour associated with a key event\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.key_event = function(event, name) {\n",
       "\n",
       "    // Prevent repeat events\n",
       "    if (name == 'key_press')\n",
       "    {\n",
       "        if (event.which === this._key)\n",
       "            return;\n",
       "        else\n",
       "            this._key = event.which;\n",
       "    }\n",
       "    if (name == 'key_release')\n",
       "        this._key = null;\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.which != 17)\n",
       "        value += \"ctrl+\";\n",
       "    if (event.altKey && event.which != 18)\n",
       "        value += \"alt+\";\n",
       "    if (event.shiftKey && event.which != 16)\n",
       "        value += \"shift+\";\n",
       "\n",
       "    value += 'k';\n",
       "    value += event.which.toString();\n",
       "\n",
       "    this._key_event_extra(event, name);\n",
       "\n",
       "    this.send_message(name, {key: value,\n",
       "                             guiEvent: simpleKeys(event)});\n",
       "    return false;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
       "    if (name == 'download') {\n",
       "        this.handle_save(this, null);\n",
       "    } else {\n",
       "        this.send_message(\"toolbar_button\", {name: name});\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
       "    this.message.textContent = tooltip;\n",
       "};\n",
       "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to  previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"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 overriden (by mpl) onmessage function.\n",
       "        ws.onmessage(msg['content']['data'])\n",
       "    });\n",
       "    return ws;\n",
       "}\n",
       "\n",
       "mpl.mpl_figure_comm = function(comm, msg) {\n",
       "    // This is the function which gets called when the mpl process\n",
       "    // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
       "\n",
       "    var id = msg.content.data.id;\n",
       "    // Get hold of the div created by the display call when the Comm\n",
       "    // socket was opened in Python.\n",
       "    var element = $(\"#\" + id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm)\n",
       "\n",
       "    function ondownload(figure, format) {\n",
       "        window.open(figure.imageObj.src);\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy,\n",
       "                           ondownload,\n",
       "                           element.get(0));\n",
       "\n",
       "    // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
       "    // web socket which is closed, not our websocket->open comm proxy.\n",
       "    ws_proxy.onopen();\n",
       "\n",
       "    fig.parent_element = element.get(0);\n",
       "    fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
       "    if (!fig.cell_info) {\n",
       "        console.error(\"Failed to find cell for figure\", id, fig);\n",
       "        return;\n",
       "    }\n",
       "\n",
       "    var output_index = fig.cell_info[2]\n",
       "    var cell = fig.cell_info[0];\n",
       "\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
       "    var width = fig.canvas.width/mpl.ratio\n",
       "    fig.root.unbind('remove')\n",
       "\n",
       "    // Update the output cell to use the data from the current canvas.\n",
       "    fig.push_to_output();\n",
       "    var dataURL = fig.canvas.toDataURL();\n",
       "    // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
       "    // the notebook keyboard shortcuts fail.\n",
       "    IPython.keyboard_manager.enable()\n",
       "    $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
       "    fig.close_ws(fig, msg);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.close_ws = function(fig, msg){\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width/mpl.ratio\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message(\"ack\", {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () { fig.push_to_output() }, 1000);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\n",
       "    for(var toolbar_ind in mpl.toolbar_items){\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) { continue; };\n",
       "\n",
       "        var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
       "    var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
       "    button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
       "    button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
       "    buttongrp.append(button);\n",
       "    var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
       "    titlebar.prepend(buttongrp);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(el){\n",
       "    var fig = this\n",
       "    el.on(\"remove\", function(){\n",
       "\tfig.close_ws(fig, {});\n",
       "    });\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(el){\n",
       "    // this is important to make the div 'focusable\n",
       "    el.attr('tabindex', 0)\n",
       "    // reach out to IPython and tell the keyboard manager to turn it's self\n",
       "    // off when our div gets focus\n",
       "\n",
       "    // location in version 3\n",
       "    if (IPython.notebook.keyboard_manager) {\n",
       "        IPython.notebook.keyboard_manager.register_events(el);\n",
       "    }\n",
       "    else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager)\n",
       "        manager = IPython.keyboard_manager;\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which == 13) {\n",
       "        this.canvas_div.blur();\n",
       "        event.shiftKey = false;\n",
       "        // Send a \"J\" for go to next cell\n",
       "        event.which = 74;\n",
       "        event.keyCode = 74;\n",
       "        manager.command_mode();\n",
       "        manager.handle_keydown(event);\n",
       "    }\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.find_output_cell = function(html_output) {\n",
       "    // Return the cell and output element which can be found *uniquely* in the notebook.\n",
       "    // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
       "    // IPython event is triggered only after the cells have been serialised, which for\n",
       "    // our purposes (turning an active figure into a static one), is too late.\n",
       "    var cells = IPython.notebook.get_cells();\n",
       "    var ncells = cells.length;\n",
       "    for (var i=0; i<ncells; i++) {\n",
       "        var cell = cells[i];\n",
       "        if (cell.cell_type === 'code'){\n",
       "            for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
       "                var data = cell.output_area.outputs[j];\n",
       "                if (data.data) {\n",
       "                    // IPython >= 3 moved mimebundle to data attribute of output\n",
       "                    data = data.data;\n",
       "                }\n",
       "                if (data['text/html'] == html_output) {\n",
       "                    return [cell, data, j];\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "// Register the function which deals with the matplotlib target/channel.\n",
       "// The kernel may be null if the page has been refreshed.\n",
       "if (IPython.notebook.kernel != null) {\n",
       "    IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
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     "output_type": "display_data"
    },
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width=\"1000\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = subplots(2, 2, figsize=(10,10))\n",
    "for idx, key in enumerate(cals):\n",
    "    cal = cals[key]\n",
    "    img = cal.fake_calibration_image(ai_long)\n",
    "    jupyter.display(img, label=key, ax=ax[idx//2, idx%2])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The most adapted calibrant is probably the *LaB6* as 2 rings are still visible at 80 cm from the detector.\n",
    "\n",
    "## Integration of the pattern for the two extreme cases ##\n",
    "We can integrate the image for the two extreme cases:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\n",
       "    for(var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        break;\n",
       "    case 2:\n",
       "        cursor = 'crosshair';\n",
       "        break;\n",
       "    case 3:\n",
       "        cursor = 'move';\n",
       "        break;\n",
       "    }\n",
       "    fig.rubberband_canvas.style.cursor = cursor;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_message = function(fig, msg) {\n",
       "    fig.message.textContent = msg['message'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
       "    // Request the server to send over a new figure.\n",
       "    fig.send_draw_message();\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
       "    fig.image_mode = msg['mode'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Called whenever the canvas gets updated.\n",
       "    this.send_message(\"ack\", {});\n",
       "}\n",
       "\n",
       "// A function to construct a web socket function for onmessage handling.\n",
       "// Called in the figure constructor.\n",
       "mpl.figure.prototype._make_on_message_function = function(fig) {\n",
       "    return function socket_on_message(evt) {\n",
       "        if (evt.data instanceof Blob) {\n",
       "            /* FIXME: We get \"Resource interpreted as Image but\n",
       "             * transferred with MIME type text/plain:\" errors on\n",
       "             * Chrome.  But how to set the MIME type?  It doesn't seem\n",
       "             * to be part of the websocket stream */\n",
       "            evt.data.type = \"image/png\";\n",
       "\n",
       "            /* Free the memory for the previous frames */\n",
       "            if (fig.imageObj.src) {\n",
       "                (window.URL || window.webkitURL).revokeObjectURL(\n",
       "                    fig.imageObj.src);\n",
       "            }\n",
       "\n",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                evt.data);\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "        else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
       "            fig.imageObj.src = evt.data;\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        var msg = JSON.parse(evt.data);\n",
       "        var msg_type = msg['type'];\n",
       "\n",
       "        // Call the  \"handle_{type}\" callback, which takes\n",
       "        // the figure and JSON message as its only arguments.\n",
       "        try {\n",
       "            var callback = fig[\"handle_\" + msg_type];\n",
       "        } catch (e) {\n",
       "            console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        if (callback) {\n",
       "            try {\n",
       "                // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
       "                callback(fig, msg);\n",
       "            } catch (e) {\n",
       "                console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "}\n",
       "\n",
       "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
       "mpl.findpos = function(e) {\n",
       "    //this section is from http://www.quirksmode.org/js/events_properties.html\n",
       "    var targ;\n",
       "    if (!e)\n",
       "        e = window.event;\n",
       "    if (e.target)\n",
       "        targ = e.target;\n",
       "    else if (e.srcElement)\n",
       "        targ = e.srcElement;\n",
       "    if (targ.nodeType == 3) // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "\n",
       "    // jQuery normalizes the pageX and pageY\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    // offset() returns the position of the element relative to the document\n",
       "    var x = e.pageX - $(targ).offset().left;\n",
       "    var y = e.pageY - $(targ).offset().top;\n",
       "\n",
       "    return {\"x\": x, \"y\": y};\n",
       "};\n",
       "\n",
       "/*\n",
       " * return a copy of an object with only non-object keys\n",
       " * we need this to avoid circular references\n",
       " * http://stackoverflow.com/a/24161582/3208463\n",
       " */\n",
       "function simpleKeys (original) {\n",
       "  return Object.keys(original).reduce(function (obj, key) {\n",
       "    if (typeof original[key] !== 'object')\n",
       "        obj[key] = original[key]\n",
       "    return obj;\n",
       "  }, {});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.mouse_event = function(event, name) {\n",
       "    var canvas_pos = mpl.findpos(event)\n",
       "\n",
       "    if (name === 'button_press')\n",
       "    {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x * mpl.ratio;\n",
       "    var y = canvas_pos.y * mpl.ratio;\n",
       "\n",
       "    this.send_message(name, {x: x, y: y, button: event.button,\n",
       "                             step: event.step,\n",
       "                             guiEvent: simpleKeys(event)});\n",
       "\n",
       "    /* This prevents the web browser from automatically changing to\n",
       "     * the text insertion cursor when the button is pressed.  We want\n",
       "     * to control all of the cursor setting manually through the\n",
       "     * 'cursor' event from matplotlib */\n",
       "    event.preventDefault();\n",
       "    return false;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    // Handle any extra behaviour associated with a key event\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.key_event = function(event, name) {\n",
       "\n",
       "    // Prevent repeat events\n",
       "    if (name == 'key_press')\n",
       "    {\n",
       "        if (event.which === this._key)\n",
       "            return;\n",
       "        else\n",
       "            this._key = event.which;\n",
       "    }\n",
       "    if (name == 'key_release')\n",
       "        this._key = null;\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.which != 17)\n",
       "        value += \"ctrl+\";\n",
       "    if (event.altKey && event.which != 18)\n",
       "        value += \"alt+\";\n",
       "    if (event.shiftKey && event.which != 16)\n",
       "        value += \"shift+\";\n",
       "\n",
       "    value += 'k';\n",
       "    value += event.which.toString();\n",
       "\n",
       "    this._key_event_extra(event, name);\n",
       "\n",
       "    this.send_message(name, {key: value,\n",
       "                             guiEvent: simpleKeys(event)});\n",
       "    return false;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
       "    if (name == 'download') {\n",
       "        this.handle_save(this, null);\n",
       "    } else {\n",
       "        this.send_message(\"toolbar_button\", {name: name});\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
       "    this.message.textContent = tooltip;\n",
       "};\n",
       "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to  previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"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 overriden (by mpl) onmessage function.\n",
       "        ws.onmessage(msg['content']['data'])\n",
       "    });\n",
       "    return ws;\n",
       "}\n",
       "\n",
       "mpl.mpl_figure_comm = function(comm, msg) {\n",
       "    // This is the function which gets called when the mpl process\n",
       "    // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
       "\n",
       "    var id = msg.content.data.id;\n",
       "    // Get hold of the div created by the display call when the Comm\n",
       "    // socket was opened in Python.\n",
       "    var element = $(\"#\" + id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm)\n",
       "\n",
       "    function ondownload(figure, format) {\n",
       "        window.open(figure.imageObj.src);\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy,\n",
       "                           ondownload,\n",
       "                           element.get(0));\n",
       "\n",
       "    // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
       "    // web socket which is closed, not our websocket->open comm proxy.\n",
       "    ws_proxy.onopen();\n",
       "\n",
       "    fig.parent_element = element.get(0);\n",
       "    fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
       "    if (!fig.cell_info) {\n",
       "        console.error(\"Failed to find cell for figure\", id, fig);\n",
       "        return;\n",
       "    }\n",
       "\n",
       "    var output_index = fig.cell_info[2]\n",
       "    var cell = fig.cell_info[0];\n",
       "\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
       "    var width = fig.canvas.width/mpl.ratio\n",
       "    fig.root.unbind('remove')\n",
       "\n",
       "    // Update the output cell to use the data from the current canvas.\n",
       "    fig.push_to_output();\n",
       "    var dataURL = fig.canvas.toDataURL();\n",
       "    // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
       "    // the notebook keyboard shortcuts fail.\n",
       "    IPython.keyboard_manager.enable()\n",
       "    $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
       "    fig.close_ws(fig, msg);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.close_ws = function(fig, msg){\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width/mpl.ratio\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message(\"ack\", {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () { fig.push_to_output() }, 1000);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\n",
       "    for(var toolbar_ind in mpl.toolbar_items){\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) { continue; };\n",
       "\n",
       "        var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
       "    var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
       "    button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
       "    button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
       "    buttongrp.append(button);\n",
       "    var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
       "    titlebar.prepend(buttongrp);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(el){\n",
       "    var fig = this\n",
       "    el.on(\"remove\", function(){\n",
       "\tfig.close_ws(fig, {});\n",
       "    });\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(el){\n",
       "    // this is important to make the div 'focusable\n",
       "    el.attr('tabindex', 0)\n",
       "    // reach out to IPython and tell the keyboard manager to turn it's self\n",
       "    // off when our div gets focus\n",
       "\n",
       "    // location in version 3\n",
       "    if (IPython.notebook.keyboard_manager) {\n",
       "        IPython.notebook.keyboard_manager.register_events(el);\n",
       "    }\n",
       "    else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager)\n",
       "        manager = IPython.keyboard_manager;\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which == 13) {\n",
       "        this.canvas_div.blur();\n",
       "        event.shiftKey = false;\n",
       "        // Send a \"J\" for go to next cell\n",
       "        event.which = 74;\n",
       "        event.keyCode = 74;\n",
       "        manager.command_mode();\n",
       "        manager.handle_keydown(event);\n",
       "    }\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.find_output_cell = function(html_output) {\n",
       "    // Return the cell and output element which can be found *uniquely* in the notebook.\n",
       "    // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
       "    // IPython event is triggered only after the cells have been serialised, which for\n",
       "    // our purposes (turning an active figure into a static one), is too late.\n",
       "    var cells = IPython.notebook.get_cells();\n",
       "    var ncells = cells.length;\n",
       "    for (var i=0; i<ncells; i++) {\n",
       "        var cell = cells[i];\n",
       "        if (cell.cell_type === 'code'){\n",
       "            for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
       "                var data = cell.output_area.outputs[j];\n",
       "                if (data.data) {\n",
       "                    // IPython >= 3 moved mimebundle to data attribute of output\n",
       "                    data = data.data;\n",
       "                }\n",
       "                if (data['text/html'] == html_output) {\n",
       "                    return [cell, data, j];\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "// Register the function which deals with the matplotlib target/channel.\n",
       "// The kernel may be null if the page has been refreshed.\n",
       "if (IPython.notebook.kernel != null) {\n",
       "    IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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\" width=\"1000\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7f955919bdd8>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lab6 = cals[\"LaB6\"]\n",
    "ai_short.wavelength = ai_long.wavelength = wl\n",
    "\n",
    "fig, ax = subplots(2, 2, figsize=(10,10))\n",
    "img_short = lab6.fake_calibration_image(ai_short)\n",
    "jupyter.display(img_short, label=\"LaB6 d=0.1m\", ax=ax[0,0])\n",
    "jupyter.plot1d(ai_short.integrate1d(img_short,1000), ax=ax[0,1])\n",
    "\n",
    "img_long = lab6.fake_calibration_image(ai_long)\n",
    "jupyter.display(img_long, label=\"LaB6 d=0.8m\", ax=ax[1,0])\n",
    "jupyter.plot1d(ai_long.integrate1d(img_long,1000), ax=ax[1,1])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Conclusion ##\n",
    "The best calibrant in this case is probably LaB6."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total execution time: 8.330s\n"
     ]
    }
   ],
   "source": [
    "print(\"Total execution time: %.3fs\"%(time.time()-start_time))"
   ]
  }
 ],
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