diff --git a/homework/CameronTrimborn/06/HW06+7.ipynb b/homework/CameronTrimborn/06/HW06+7.ipynb new file mode 100644 index 0000000..98c1426 --- /dev/null +++ b/homework/CameronTrimborn/06/HW06+7.ipynb @@ -0,0 +1,1736 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# ASTR 596: FDS Homework 6+7: Gaussian Processes (200 pts)\n", + "\n", + "### This is a double HW set so you get extra time - until reading day (May 4th, 2023) at noon to do it. \n", + "### After that, it's finals time. \n", + "\n", + "\n", + "# P1. Gaussian Processes\n", + "\n", + "### Last HW, you worked on finding periodic planet signals in the light curve of Kepler-90, a star that is photometrically stable. The periodogram worked nicely because \n", + "\n", + "### a) we cleaned the light curve to squelch red noise\n", + "### b) the signals really were periodic and we could implictly make a strong assumption about the covariance between points.\n", + "\n", + "### Life gets harder when the star itself has quasi-periodic variations because it has a magnetic field and is rotating (ruh oh...) " + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using matplotlib backend: nbAgg\n", + "%pylab is deprecated, use %matplotlib inline and import the required libraries.\n", + "Populating the interactive namespace from numpy and matplotlib\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/ctrim/anaconda3/envs/596/lib/python3.10/site-packages/IPython/core/magics/pylab.py:162: UserWarning: pylab import has clobbered these variables: ['box', 'hexbin']\n", + "`%matplotlib` prevents importing * from pylab and numpy\n", + " warn(\"pylab import has clobbered these variables: %s\" % clobbered +\n" + ] + } + ], + "source": [ + "%matplotlib notebook\n", + "%pylab\n", + "\n", + "from astropy.table import Table\n", + "import scipy.stats as st\n", + "import sklearn\n", + "import sklearn.ensemble" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
Table length=14588\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
timefluxerrorquarter
float64float64float64int64
539.47101792057955221.164550781254.8912510871887216
539.49145214643075216.079589843754.8928194046020516
539.51188647180975225.433593754.8918886184692386
539.53232059719455233.1113281254.8920741081237796
539.55275482211445221.173339843754.8919644355773936
539.5731891470355220.095214843754.8915233612060556
539.59362327148125222.142089843754.8938541412353526
539.61405749570265224.579589843754.8936481475830086
539.63449181945185223.785644531254.8944211006164556
............
905.74311145832335863.634277343754.1198940277099619
905.76354585542145867.20410156254.11995172500610359
905.78398005251075867.8417968754.1199555397033699
905.80441434914255862.437988281254.1195983886718759
905.8248487457755863.954589843754.1187429428100599
905.8452829419335870.3496093754.1196408271789559
905.8657173378675867.270996093754.1191024780273449
905.88615163356745868.678222656254.1190190315246589
905.90658582902695864.1738281254.1198716163635259
905.92702022426245861.615722656254.1194076538085949
" + ], + "text/plain": [ + "\n", + " time flux error quarter\n", + " float64 float64 float64 int64 \n", + "----------------- ---------------- ------------------ -------\n", + "539.4710179205795 5221.16455078125 4.891251087188721 6\n", + "539.4914521464307 5216.07958984375 4.892819404602051 6\n", + "539.5118864718097 5225.43359375 4.891888618469238 6\n", + "539.5323205971945 5233.111328125 4.892074108123779 6\n", + "539.5527548221144 5221.17333984375 4.891964435577393 6\n", + " 539.573189147035 5220.09521484375 4.891523361206055 6\n", + "539.5936232714812 5222.14208984375 4.893854141235352 6\n", + "539.6140574957026 5224.57958984375 4.893648147583008 6\n", + "539.6344918194518 5223.78564453125 4.894421100616455 6\n", + " ... ... ... ...\n", + "905.7431114583233 5863.63427734375 4.119894027709961 9\n", + "905.7635458554214 5867.2041015625 4.1199517250061035 9\n", + "905.7839800525107 5867.841796875 4.119955539703369 9\n", + "905.8044143491425 5862.43798828125 4.119598388671875 9\n", + " 905.824848745775 5863.95458984375 4.118742942810059 9\n", + " 905.845282941933 5870.349609375 4.119640827178955 9\n", + " 905.865717337867 5867.27099609375 4.119102478027344 9\n", + "905.8861516335674 5868.67822265625 4.119019031524658 9\n", + "905.9065858290269 5864.173828125 4.119871616363525 9\n", + "905.9270202242624 5861.61572265625 4.119407653808594 9" + ] + }, + "execution_count": 81, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tab = Table.read('KIC2157356.txt',format='ascii')\n", + "tab['quarter'] = tab['quarter'].astype('int')\n", + "tab" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "/* Put everything inside the global mpl namespace */\n", + "/* global mpl */\n", + "window.mpl = {};\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(\n", + " '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", + "\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 = document.createElement('div');\n", + " this.root.setAttribute('style', 'display: inline-block');\n", + " this._root_extra_style(this.root);\n", + "\n", + " parent_element.appendChild(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 (fig.ratio !== 1) {\n", + " fig.send_message('set_device_pixel_ratio', {\n", + " device_pixel_ratio: fig.ratio,\n", + " });\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 = document.createElement('div');\n", + " titlebar.classList =\n", + " 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n", + " var titletext = document.createElement('div');\n", + " titletext.classList = 'ui-dialog-title';\n", + " titletext.setAttribute(\n", + " 'style',\n", + " 'width: 100%; text-align: center; padding: 3px;'\n", + " );\n", + " titlebar.appendChild(titletext);\n", + " this.root.appendChild(titlebar);\n", + " this.header = titletext;\n", + "};\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n", + "\n", + "mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n", + "\n", + "mpl.figure.prototype._init_canvas = function () {\n", + " var fig = this;\n", + "\n", + " var canvas_div = (this.canvas_div = document.createElement('div'));\n", + " canvas_div.setAttribute('tabindex', '0');\n", + " canvas_div.setAttribute(\n", + " 'style',\n", + " 'border: 1px solid #ddd;' +\n", + " 'box-sizing: content-box;' +\n", + " 'clear: both;' +\n", + " 'min-height: 1px;' +\n", + " 'min-width: 1px;' +\n", + " 'outline: 0;' +\n", + " 'overflow: hidden;' +\n", + " 'position: relative;' +\n", + " 'resize: both;' +\n", + " 'z-index: 2;'\n", + " );\n", + "\n", + " function on_keyboard_event_closure(name) {\n", + " return function (event) {\n", + " return fig.key_event(event, name);\n", + " };\n", + " }\n", + "\n", + " canvas_div.addEventListener(\n", + " 'keydown',\n", + " on_keyboard_event_closure('key_press')\n", + " );\n", + " canvas_div.addEventListener(\n", + " 'keyup',\n", + " on_keyboard_event_closure('key_release')\n", + " );\n", + "\n", + " this._canvas_extra_style(canvas_div);\n", + " this.root.appendChild(canvas_div);\n", + "\n", + " var canvas = (this.canvas = document.createElement('canvas'));\n", + " canvas.classList.add('mpl-canvas');\n", + " canvas.setAttribute(\n", + " 'style',\n", + " 'box-sizing: content-box;' +\n", + " 'pointer-events: none;' +\n", + " 'position: relative;' +\n", + " 'z-index: 0;'\n", + " );\n", + "\n", + " this.context = canvas.getContext('2d');\n", + "\n", + " var backingStore =\n", + " this.context.backingStorePixelRatio ||\n", + " this.context.webkitBackingStorePixelRatio ||\n", + " this.context.mozBackingStorePixelRatio ||\n", + " this.context.msBackingStorePixelRatio ||\n", + " this.context.oBackingStorePixelRatio ||\n", + " this.context.backingStorePixelRatio ||\n", + " 1;\n", + "\n", + " this.ratio = (window.devicePixelRatio || 1) / backingStore;\n", + "\n", + " var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n", + " 'canvas'\n", + " ));\n", + " rubberband_canvas.setAttribute(\n", + " 'style',\n", + " 'box-sizing: content-box;' +\n", + " 'left: 0;' +\n", + " 'pointer-events: none;' +\n", + " 'position: absolute;' +\n", + " 'top: 0;' +\n", + " 'z-index: 1;'\n", + " );\n", + "\n", + " // Apply a ponyfill if ResizeObserver is not implemented by browser.\n", + " if (this.ResizeObserver === undefined) {\n", + " if (window.ResizeObserver !== undefined) {\n", + " this.ResizeObserver = window.ResizeObserver;\n", + " } else {\n", + " var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n", + " this.ResizeObserver = obs.ResizeObserver;\n", + " }\n", + " }\n", + "\n", + " this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n", + " var nentries = entries.length;\n", + " for (var i = 0; i < nentries; i++) {\n", + " var entry = entries[i];\n", + " var width, height;\n", + " if (entry.contentBoxSize) {\n", + " if (entry.contentBoxSize instanceof Array) {\n", + " // Chrome 84 implements new version of spec.\n", + " width = entry.contentBoxSize[0].inlineSize;\n", + " height = entry.contentBoxSize[0].blockSize;\n", + " } else {\n", + " // Firefox implements old version of spec.\n", + " width = entry.contentBoxSize.inlineSize;\n", + " height = entry.contentBoxSize.blockSize;\n", + " }\n", + " } else {\n", + " // Chrome <84 implements even older version of spec.\n", + " width = entry.contentRect.width;\n", + " height = entry.contentRect.height;\n", + " }\n", + "\n", + " // Keep the size of the canvas and rubber band canvas in sync with\n", + " // the canvas container.\n", + " if (entry.devicePixelContentBoxSize) {\n", + " // Chrome 84 implements new version of spec.\n", + " canvas.setAttribute(\n", + " 'width',\n", + " entry.devicePixelContentBoxSize[0].inlineSize\n", + " );\n", + " canvas.setAttribute(\n", + " 'height',\n", + " entry.devicePixelContentBoxSize[0].blockSize\n", + " );\n", + " } else {\n", + " canvas.setAttribute('width', width * fig.ratio);\n", + " canvas.setAttribute('height', height * fig.ratio);\n", + " }\n", + " /* This rescales the canvas back to display pixels, so that it\n", + " * appears correct on HiDPI screens. */\n", + " canvas.style.width = width + 'px';\n", + " canvas.style.height = height + 'px';\n", + "\n", + " rubberband_canvas.setAttribute('width', width);\n", + " rubberband_canvas.setAttribute('height', height);\n", + "\n", + " // And update the size in Python. We ignore the initial 0/0 size\n", + " // that occurs as the element is placed into the DOM, which should\n", + " // otherwise not happen due to the minimum size styling.\n", + " if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n", + " fig.request_resize(width, height);\n", + " }\n", + " }\n", + " });\n", + " this.resizeObserverInstance.observe(canvas_div);\n", + "\n", + " function on_mouse_event_closure(name) {\n", + " /* User Agent sniffing is bad, but WebKit is busted:\n", + " * https://bugs.webkit.org/show_bug.cgi?id=144526\n", + " * https://bugs.webkit.org/show_bug.cgi?id=181818\n", + " * The worst that happens here is that they get an extra browser\n", + " * selection when dragging, if this check fails to catch them.\n", + " */\n", + " var UA = navigator.userAgent;\n", + " var isWebKit = /AppleWebKit/.test(UA) && !/Chrome/.test(UA);\n", + " if(isWebKit) {\n", + " return function (event) {\n", + " /* This prevents the web browser from automatically changing to\n", + " * the text insertion cursor when the button is pressed. We\n", + " * want to control all of the cursor setting manually through\n", + " * the 'cursor' event from matplotlib */\n", + " event.preventDefault()\n", + " return fig.mouse_event(event, name);\n", + " };\n", + " } else {\n", + " return function (event) {\n", + " return fig.mouse_event(event, name);\n", + " };\n", + " }\n", + " }\n", + "\n", + " canvas_div.addEventListener(\n", + " 'mousedown',\n", + " on_mouse_event_closure('button_press')\n", + " );\n", + " canvas_div.addEventListener(\n", + " 'mouseup',\n", + " on_mouse_event_closure('button_release')\n", + " );\n", + " canvas_div.addEventListener(\n", + " 'dblclick',\n", + " on_mouse_event_closure('dblclick')\n", + " );\n", + " // Throttle sequential mouse events to 1 every 20ms.\n", + " canvas_div.addEventListener(\n", + " 'mousemove',\n", + " on_mouse_event_closure('motion_notify')\n", + " );\n", + "\n", + " canvas_div.addEventListener(\n", + " 'mouseenter',\n", + " on_mouse_event_closure('figure_enter')\n", + " );\n", + " canvas_div.addEventListener(\n", + " 'mouseleave',\n", + " on_mouse_event_closure('figure_leave')\n", + " );\n", + "\n", + " canvas_div.addEventListener('wheel', function (event) {\n", + " if (event.deltaY < 0) {\n", + " event.step = 1;\n", + " } else {\n", + " event.step = -1;\n", + " }\n", + " on_mouse_event_closure('scroll')(event);\n", + " });\n", + "\n", + " canvas_div.appendChild(canvas);\n", + " canvas_div.appendChild(rubberband_canvas);\n", + "\n", + " this.rubberband_context = rubberband_canvas.getContext('2d');\n", + " this.rubberband_context.strokeStyle = '#000000';\n", + "\n", + " this._resize_canvas = function (width, height, forward) {\n", + " if (forward) {\n", + " canvas_div.style.width = width + 'px';\n", + " canvas_div.style.height = height + 'px';\n", + " }\n", + " };\n", + "\n", + " // Disable right mouse context menu.\n", + " canvas_div.addEventListener('contextmenu', function (_e) {\n", + " event.preventDefault();\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 toolbar = document.createElement('div');\n", + " toolbar.classList = 'mpl-toolbar';\n", + " this.root.appendChild(toolbar);\n", + "\n", + " function on_click_closure(name) {\n", + " return function (_event) {\n", + " return fig.toolbar_button_onclick(name);\n", + " };\n", + " }\n", + "\n", + " function on_mouseover_closure(tooltip) {\n", + " return function (event) {\n", + " if (!event.currentTarget.disabled) {\n", + " return fig.toolbar_button_onmouseover(tooltip);\n", + " }\n", + " };\n", + " }\n", + "\n", + " fig.buttons = {};\n", + " var buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'mpl-button-group';\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", + " /* Instead of a spacer, we start a new button group. */\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + " buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'mpl-button-group';\n", + " continue;\n", + " }\n", + "\n", + " var button = (fig.buttons[name] = document.createElement('button'));\n", + " button.classList = 'mpl-widget';\n", + " button.setAttribute('role', 'button');\n", + " button.setAttribute('aria-disabled', 'false');\n", + " button.addEventListener('click', on_click_closure(method_name));\n", + " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n", + "\n", + " var icon_img = document.createElement('img');\n", + " icon_img.src = '_images/' + image + '.png';\n", + " icon_img.srcset = '_images/' + image + '_large.png 2x';\n", + " icon_img.alt = tooltip;\n", + " button.appendChild(icon_img);\n", + "\n", + " buttonGroup.appendChild(button);\n", + " }\n", + "\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + "\n", + " var fmt_picker = document.createElement('select');\n", + " fmt_picker.classList = 'mpl-widget';\n", + " toolbar.appendChild(fmt_picker);\n", + " this.format_dropdown = fmt_picker;\n", + "\n", + " for (var ind in mpl.extensions) {\n", + " var fmt = mpl.extensions[ind];\n", + " var option = document.createElement('option');\n", + " option.selected = fmt === mpl.default_extension;\n", + " option.innerHTML = fmt;\n", + " fmt_picker.appendChild(option);\n", + " }\n", + "\n", + " var status_bar = document.createElement('span');\n", + " status_bar.classList = 'mpl-message';\n", + " toolbar.appendChild(status_bar);\n", + " this.message = status_bar;\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", + "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", + "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], msg['forward']);\n", + " fig.send_message('refresh', {});\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n", + " var x0 = msg['x0'] / fig.ratio;\n", + " var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n", + " var x1 = msg['x1'] / fig.ratio;\n", + " var y1 = (fig.canvas.height - msg['y1']) / fig.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,\n", + " 0,\n", + " fig.canvas.width / fig.ratio,\n", + " fig.canvas.height / fig.ratio\n", + " );\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", + " fig.canvas_div.style.cursor = msg['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.handle_history_buttons = function (fig, msg) {\n", + " for (var key in msg) {\n", + " if (!(key in fig.buttons)) {\n", + " continue;\n", + " }\n", + " fig.buttons[key].disabled = !msg[key];\n", + " fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n", + " if (msg['mode'] === 'PAN') {\n", + " fig.buttons['Pan'].classList.add('active');\n", + " fig.buttons['Zoom'].classList.remove('active');\n", + " } else if (msg['mode'] === 'ZOOM') {\n", + " fig.buttons['Pan'].classList.remove('active');\n", + " fig.buttons['Zoom'].classList.add('active');\n", + " } else {\n", + " fig.buttons['Pan'].classList.remove('active');\n", + " fig.buttons['Zoom'].classList.remove('active');\n", + " }\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", + " var img = evt.data;\n", + " if (img.type !== 'image/png') {\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", + " img.type = 'image/png';\n", + " }\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", + "\n", + " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", + " img\n", + " );\n", + " fig.updated_canvas_event();\n", + " fig.waiting = false;\n", + " return;\n", + " } else if (\n", + " typeof evt.data === 'string' &&\n", + " evt.data.slice(0, 21) === 'data:image/png;base64'\n", + " ) {\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(\n", + " \"No handler for the '\" + msg_type + \"' message type: \",\n", + " msg\n", + " );\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(\n", + " \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n", + " e,\n", + " e.stack,\n", + " msg\n", + " );\n", + " }\n", + " }\n", + " };\n", + "};\n", + "\n", + "function getModifiers(event) {\n", + " var mods = [];\n", + " if (event.ctrlKey) {\n", + " mods.push('ctrl');\n", + " }\n", + " if (event.altKey) {\n", + " mods.push('alt');\n", + " }\n", + " if (event.shiftKey) {\n", + " mods.push('shift');\n", + " }\n", + " if (event.metaKey) {\n", + " mods.push('meta');\n", + " }\n", + " return mods;\n", + "}\n", + "\n", + "/*\n", + " * return a copy of an object with only non-object keys\n", + " * we need this to avoid circular references\n", + " * https://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", + " }\n", + " return obj;\n", + " }, {});\n", + "}\n", + "\n", + "mpl.figure.prototype.mouse_event = function (event, name) {\n", + " if (name === 'button_press') {\n", + " this.canvas.focus();\n", + " this.canvas_div.focus();\n", + " }\n", + "\n", + " // from https://stackoverflow.com/q/1114465\n", + " var boundingRect = this.canvas.getBoundingClientRect();\n", + " var x = (event.clientX - boundingRect.left) * this.ratio;\n", + " var y = (event.clientY - boundingRect.top) * this.ratio;\n", + "\n", + " this.send_message(name, {\n", + " x: x,\n", + " y: y,\n", + " button: event.button,\n", + " step: event.step,\n", + " modifiers: getModifiers(event),\n", + " guiEvent: simpleKeys(event),\n", + " });\n", + "\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", + " // Prevent repeat events\n", + " if (name === 'key_press') {\n", + " if (event.key === this._key) {\n", + " return;\n", + " } else {\n", + " this._key = event.key;\n", + " }\n", + " }\n", + " if (name === 'key_release') {\n", + " this._key = null;\n", + " }\n", + "\n", + " var value = '';\n", + " if (event.ctrlKey && event.key !== 'Control') {\n", + " value += 'ctrl+';\n", + " }\n", + " else if (event.altKey && event.key !== 'Alt') {\n", + " value += 'alt+';\n", + " }\n", + " else if (event.shiftKey && event.key !== 'Shift') {\n", + " value += 'shift+';\n", + " }\n", + "\n", + " value += 'k' + event.key;\n", + "\n", + " this._key_event_extra(event, name);\n", + "\n", + " this.send_message(name, { key: value, 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", + "\n", + "///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n", + "// prettier-ignore\n", + "var _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\n", + "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis\", \"fa fa-square-o\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o\", \"download\"]];\n", + "\n", + "mpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\", \"webp\"];\n", + "\n", + "mpl.default_extension = \"png\";/* global mpl */\n", + "\n", + "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.binaryType = comm.kernel.ws.binaryType;\n", + " ws.readyState = comm.kernel.ws.readyState;\n", + " function updateReadyState(_event) {\n", + " if (comm.kernel.ws) {\n", + " ws.readyState = comm.kernel.ws.readyState;\n", + " } else {\n", + " ws.readyState = 3; // Closed state.\n", + " }\n", + " }\n", + " comm.kernel.ws.addEventListener('open', updateReadyState);\n", + " comm.kernel.ws.addEventListener('close', updateReadyState);\n", + " comm.kernel.ws.addEventListener('error', updateReadyState);\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", + " var data = msg['content']['data'];\n", + " if (data['blob'] !== undefined) {\n", + " data = {\n", + " data: new Blob(msg['buffers'], { type: data['blob'] }),\n", + " };\n", + " }\n", + " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", + " ws.onmessage(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 = document.getElementById(id);\n", + " var ws_proxy = comm_websocket_adapter(comm);\n", + "\n", + " function ondownload(figure, _format) {\n", + " window.open(figure.canvas.toDataURL());\n", + " }\n", + "\n", + " var fig = new mpl.figure(id, ws_proxy, ondownload, element);\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;\n", + " fig.cell_info = mpl.find_output_cell(\"
\");\n", + " if (!fig.cell_info) {\n", + " console.error('Failed to find cell for figure', id, fig);\n", + " return;\n", + " }\n", + " fig.cell_info[0].output_area.element.on(\n", + " 'cleared',\n", + " { fig: fig },\n", + " fig._remove_fig_handler\n", + " );\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_close = function (fig, msg) {\n", + " var width = fig.canvas.width / fig.ratio;\n", + " fig.cell_info[0].output_area.element.off(\n", + " 'cleared',\n", + " fig._remove_fig_handler\n", + " );\n", + " fig.resizeObserverInstance.unobserve(fig.canvas_div);\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.innerHTML =\n", + " '';\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 / this.ratio;\n", + " var dataURL = this.canvas.toDataURL();\n", + " this.cell_info[1]['text/html'] =\n", + " '';\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 () {\n", + " fig.push_to_output();\n", + " }, 1000);\n", + "};\n", + "\n", + "mpl.figure.prototype._init_toolbar = function () {\n", + " var fig = this;\n", + "\n", + " var toolbar = document.createElement('div');\n", + " toolbar.classList = 'btn-toolbar';\n", + " this.root.appendChild(toolbar);\n", + "\n", + " function on_click_closure(name) {\n", + " return function (_event) {\n", + " return fig.toolbar_button_onclick(name);\n", + " };\n", + " }\n", + "\n", + " function on_mouseover_closure(tooltip) {\n", + " return function (event) {\n", + " if (!event.currentTarget.disabled) {\n", + " return fig.toolbar_button_onmouseover(tooltip);\n", + " }\n", + " };\n", + " }\n", + "\n", + " fig.buttons = {};\n", + " var buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'btn-group';\n", + " var button;\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", + " /* Instead of a spacer, we start a new button group. */\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + " buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'btn-group';\n", + " continue;\n", + " }\n", + "\n", + " button = fig.buttons[name] = document.createElement('button');\n", + " button.classList = 'btn btn-default';\n", + " button.href = '#';\n", + " button.title = name;\n", + " button.innerHTML = '';\n", + " button.addEventListener('click', on_click_closure(method_name));\n", + " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n", + " buttonGroup.appendChild(button);\n", + " }\n", + "\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + "\n", + " // Add the status bar.\n", + " var status_bar = document.createElement('span');\n", + " status_bar.classList = 'mpl-message pull-right';\n", + " toolbar.appendChild(status_bar);\n", + " this.message = status_bar;\n", + "\n", + " // Add the close button to the window.\n", + " var buttongrp = document.createElement('div');\n", + " buttongrp.classList = 'btn-group inline pull-right';\n", + " button = document.createElement('button');\n", + " button.classList = 'btn btn-mini btn-primary';\n", + " button.href = '#';\n", + " button.title = 'Stop Interaction';\n", + " button.innerHTML = '';\n", + " button.addEventListener('click', function (_evt) {\n", + " fig.handle_close(fig, {});\n", + " });\n", + " button.addEventListener(\n", + " 'mouseover',\n", + " on_mouseover_closure('Stop Interaction')\n", + " );\n", + " buttongrp.appendChild(button);\n", + " var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n", + " titlebar.insertBefore(buttongrp, titlebar.firstChild);\n", + "};\n", + "\n", + "mpl.figure.prototype._remove_fig_handler = function (event) {\n", + " var fig = event.data.fig;\n", + " if (event.target !== this) {\n", + " // Ignore bubbled events from children.\n", + " return;\n", + " }\n", + " fig.close_ws(fig, {});\n", + "};\n", + "\n", + "mpl.figure.prototype._root_extra_style = function (el) {\n", + " el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n", + "};\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function (el) {\n", + " // this is important to make the div 'focusable\n", + " el.setAttribute('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", + " } else {\n", + " // location in version 2\n", + " IPython.keyboard_manager.register_events(el);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype._key_event_extra = function (event, _name) {\n", + " // Check for shift+enter\n", + " if (event.shiftKey && event.which === 13) {\n", + " this.canvas_div.blur();\n", + " // select the cell after this one\n", + " var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n", + " IPython.notebook.select(index + 1);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_save = function (fig, _msg) {\n", + " fig.ondownload(fig, null);\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(\n", + " 'matplotlib',\n", + " mpl.mpl_figure_comm\n", + " );\n", + "}\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "qs = sorted(np.unique(tab['quarter']))\n", + "plt.figure()\n", + "means = []\n", + "cycle_map = {}\n", + "for i, q in enumerate(qs):\n", + " ind = tab['quarter']==q\n", + " t = tab[ind]\n", + " plt.errorbar(t['time'],t['flux'], yerr=t['error'], marker='.', linestyle='None', alpha=0.01)\n", + " meanflux = np.mean(t['flux'])\n", + " cycle_map[q] = ind\n", + " means.append(meanflux)\n", + " if i == 0:\n", + " plt.axhline(meanflux, label='m', color='grey', ls=\":\")\n", + " else:\n", + "\n", + " vmin = means[0]\n", + " vmax = meanflux\n", + "\n", + " plt.plot((t['time'][0], t['time'][0]), (vmin, vmax), label=rf'$c_{i}$', color=f'C{i}', ls='--') \n", + " \n", + "plt.xlabel('Time')\n", + "plt.ylabel('Flux')\n", + "plt.legend(frameon=False);\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### As you can see there is some kind of periodic singal, but it's not perfectly regular. There is also the usual offsets between Kepler photometry in different cycles.\n", + "\n", + "### You'll need four parameters to describe constants ($m, c_1, c_2, c_3$) to renormalize the flux to the first cycle, illustrated in the figure above. \n", + "### $m$ specifies the mean of the Gaussian process, while $c_1, c_2, c_3$ are nuisance parameters. \n", + "\n", + "### You know how to implement a model with one common zeropoint and multiple offsets - this was what you did on your midterm.\n", + "\n", + "\n", + "### You'll also need some model to describe the quasi-periodic oscillations. There's no good way to write down a model in real for these in real space because stellar magnetic fields are incredibly complicated. \n", + "\n", + "### Instead we'll write down a model for the covariance between the observations and use a Gaussian process to model the star. You can model quasi-periodic correlation structure as something periodic + something that varies the periodicity smoothly:\n", + "\n", + "## $$k(t_i, t_j) = A\\cdot \\exp\\left(-\\Gamma_1\\cdot \\sin^2\\left(\\frac{\\pi}{P}|t_i - t_j|\\right) - \\frac{|t_i-t_j|^2}{\\lambda}) \\right) $$\n", + "\n", + "### This is another 4 parameters, ($A, \\Gamma_1, P, \\lambda$) parameters for a total of 8: ($m, c_1, c_2, c_3, A, \\Gamma_1, P, \\lambda$)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "
\n", + "\n", + "### Q1: To implement the GP correlations, use the `george` package to construct this quasi-periodic kernel\n", + "https://george.readthedocs.io/en/latest/user/kernels/\n", + "\n", + "\n", + "### In particular, you should be able to combine `ExpSine2Kernel` and `ExpSquaredKernel` to get a model for the quasi-periodic oscillations. (20 pts)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Using as drop" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q2: To implement the full model, read how to use `george`'s modeling protocol: (20 pts)\n", + "https://george.readthedocs.io/en/latest/tutorials/model/" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Using as drop" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q3: With your model and likelihood constructured, write down priors on the parameters (you should be able to estimate from the plots) (20 pts)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Using as drop" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q4: Use `emcee` to optimize the model parameters and hyper-parameters, **using only every 10th sample in time**\n", + "### (Don't go overboard with the number of walkers or steps) (20 pts)\n", + "https://george.readthedocs.io/en/latest/tutorials/hyper/ may help " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Using as drop" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q5: Plot your posterior model over the data after correcting for the offsets, showing the points you used to condition the GP in red, and the remaining data in black. (20 pts)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Using as drop" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# P2. Random Forests\n", + "\n", + "For this work, we'll use the datasets produced by [Dey et al. (2022)](https://ui.adsabs.harvard.edu/abs/2022MNRAS.515.5285D/abstract), who trained a deep capsule network on postage stamps of SDSS galaxies to predict photometric redshifts. \n", + "\n", + "We're not going to use a deep capsule network on postage stamps, but we can use tabular data. This won't be as performant, but it's still instructive to see how well we can do with a simple random forest. Dey et al. have done an excellent job making their data available - http://d-scholarship.pitt.edu/42023/ (all of it)\n", + "\n", + "You will need the [training set](http://d-scholarship.pitt.edu/42023/9/cat_train.csv) and the [test set](http://d-scholarship.pitt.edu/42023/8/cat_test.csv).\n", + "\n", + "I suggest reading through Sec. 2 of the paper to get some sense of what the data is. Importantly, the data includes columns for photometric redshift already. You can't use these to train your random forest (duh.). I've limited the number of columns you can use to a set defined below. If you use more than these (e.g. the GalaxyZoo parameters) you might get better performance at the cost of a smaller training sample because you've also got to filter missing data. " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "train_cols = ['dered_petro_u', 'dered_petro_g', 'dered_petro_r', 'dered_petro_i', 'dered_petro_z',\\\n", + " 'petroMagErr_u', 'petroMagErr_g', 'petroMagErr_r', 'petroMagErr_i', 'petroMagErr_z',\\\n", + " 'v_disp', 'sersicN_r', 'petroR90_r']\n", + "#had to remove bestObjID because it was messing with forest process\n", + "# i.e. had an oob score of -9 million...\n", + "pred_cols = ['z', 'zErr', 'zphot', 'dzphot']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q6. Pre-process the data\n", + "\n", + "All ML work involves some amount of cleaning and pre-processing the data.\n", + "Filter data that have `zphot_reliable` == `True`, and have redshifts and photo-zs >= 0. \n", + "Next filter any entries in the `train_cols` that have any value that is > 5 $\\times$ the nomrally-scaled Median Absolute Deviation (as described in Sec 2.3) (`scipy.stats.median_abs_deviation` is your friend). \n", + "Your pre-processed training data should have 357397 entries.\n", + "Make a hexbin plot of `zphot` vs `z` for the training data (to avoid plotting that many points) but replicate Fig. 3 in Dey et al. \n", + "(35 pts)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "from astropy.io import ascii\n", + "import numpy as np\n", + "import scipy\n", + "import scipy.stats as st\n", + "import matplotlib.pyplot as plt\n", + "import sklearn\n", + "import sklearn.ensemble" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "train_data = ascii.read('cat_train.csv', format='csv')\n", + "test_data = ascii.read('cat_test.csv',format='csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "#filter zphot_reliable==True\n", + "mask_train = (train_data['zphot_reliable']==True) &\\\n", + " (train_data['z'] >= 0) &\\\n", + " (train_data['zphot'] >=0)\n", + "mask_test = (test_data['zphot_reliable']==True) &\\\n", + " (test_data['z'] >= 0) &\\\n", + " (test_data['zphot'] >=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "test_data = test_data[mask_test]\n", + "train_data = train_data[mask_train]" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "def mad_filt(data,coloumn):\n", + " mabdev = st.median_abs_deviation(data[column],scale = 'normal',nan_policy='omit')\n", + " mabmask = (data[column] >= np.median(data[column])-5*mabdev) &\\\n", + " (data[column] <= np.median(data[column])+5*mabdev)\n", + " return data[mabmask]" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/ctrim/anaconda3/envs/596/lib/python3.10/site-packages/numpy/core/fromnumeric.py:758: UserWarning: Warning: 'partition' will ignore the 'mask' of the MaskedColumn.\n", + " a.partition(kth, axis=axis, kind=kind, order=order)\n" + ] + } + ], + "source": [ + "for column in train_cols:\n", + " test_data = mad_filt(test_data,column)\n", + " train_data = mad_filt(train_data,column)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(8,7))\n", + "ax = fig.add_subplot(111)\n", + "#gridsoze of 369 gives the same colorbar scaling as in Dey et al.\n", + "hexbin = ax.hexbin(train_data['z'], train_data['zphot'], mincnt=1,linewidths=.5, gridsize=(369,369))\n", + "cb = fig.colorbar(hexbin, label='Number of galaxies per pixel')\n", + "plt.xlabel(r'$z_{spec}$')\n", + "plt.ylabel(r'$z_{phot}$')\n", + "\n", + "x = np.array([0, 0.4])\n", + "ax.plot(x, x, color='grey', linestyle='-')\n", + "ax.plot(x, (1.05 * x + 0.05), c='grey', linestyle='--')\n", + "ax.plot(x, (0.95 * x - 0.05), c='grey', linestyle='--')\n", + "ax.set_xlim(0, 0.4)\n", + "ax.set_ylim(0, 0.4)\n", + "ax.grid()\n", + "\n", + "\n", + "dz = (train_data['zphot']-train_data['z']) / (1 + train_data['z'])\n", + "avg_dz = np.abs(np.mean(dz)) #we only really care about this magnitude\n", + "sig_n = 1.4826*np.nanmedian(np.abs(dz-np.nanmedian(dz))) #as defined in section 5 of Dey et al.\n", + "f_outlier = (len(dz[dz > 0.05]) / len(dz))*100\n", + "#googled how to make a text box so this is copy paste from matplotlib's documentation\n", + "textstr = '\\n'.join((\n", + " '', #space needed to avoid values from clipping outside box\n", + " r'$\\sigma_{NMAD}=%.4f$' % (sig_n, ),\n", + " r'$f_{outlier}=$'+'{:.2f}%'.format(f_outlier),\n", + " r'$\\langle\\frac{\\Delta z}{1+z_{spec}}\\rangle=%.4f$' % (avg_dz, )))\n", + "\n", + "box = dict(boxstyle='round', facecolor='white', alpha=1)\n", + "\n", + "ax.text(0.05, 0.97, textstr, transform=ax.transAxes, fontsize=14,\n", + " verticalalignment='top', bbox=box)\n", + "\n", + "plt.show(fig)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q7. Train the forest(s)\n", + "\n", + "Using `n_estimators` (i.e. number of trees) in (5, 20, 50, 200, 500), train a random forest. You can use all the cores your CPU has with `n_jobs=-1`. Limit the maximum number of features at each branch with `sqrt`. Use the inverse variance of the redshifts as your sample weights. Plot the `oob_score` vs the number of trees. For each of the forests you trained, make a plot of the feature importances. (35 pts)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/ctrim/anaconda3/envs/596/lib/python3.10/site-packages/sklearn/ensemble/_forest.py:583: UserWarning: Some inputs do not have OOB scores. This probably means too few trees were used to compute any reliable OOB estimates.\n", + " warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "n_estimators = 5 completed\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/ctrim/anaconda3/envs/596/lib/python3.10/site-packages/sklearn/ensemble/_forest.py:583: UserWarning: Some inputs do not have OOB scores. This probably means too few trees were used to compute any reliable OOB estimates.\n", + " warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "n_estimators = 20 completed\n", + "n_estimators = 50 completed\n", + "n_estimators = 200 completed\n", + "n_estimators = 500 completed\n" + ] + } + ], + "source": [ + "n_estimators = [5,20,50,200,500]\n", + "train_pd = train_data.to_pandas().dropna() #need to convert to pd due to issues with forest, and remove nans\n", + "\n", + "boob_score = [] #I'm sorry I had to...\n", + "f_importance = []\n", + "for n in n_estimators:\n", + " forest = sklearn.ensemble.RandomForestRegressor(n_estimators=n, n_jobs=-1, max_features='sqrt', \n", + " oob_score=True, random_state=42)\n", + " x = train_pd[train_cols] \n", + " y = train_pd[pred_cols]#prediction\n", + " weights = train_pd['zErr']**-2 #inverse variance\n", + " forest.fit(x, y, weights)\n", + " boob_score.append(forest.oob_score_)\n", + " f_importance.append(forest.feature_importances_)\n", + " print('n_estimators =',n, 'completed')" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(layout='tight',figsize=(7,14))\n", + "for i in range(len(n_estimators)):\n", + " plt.subplot(511+i)\n", + " plt.title('n_estimators = {}'.format(n_estimators[i]))\n", + " plt.xlabel('Feature Importance')\n", + " for j in range(len(train_cols)):\n", + " plt.barh(train_cols[j],f_importance[i][j],height=1,color='purple',edgecolor = 'k',alpha=0.9)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, '# of Branches')" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(n_estimators,boob_score)\n", + "plt.xlabel('# of Branches')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Q8. Test.\n", + "\n", + "Pick your best performing forest from Q7. Load the test data (remember to apply any cuts you did to the training data). Use your random forest to predict the photo-z. Replicate Fig. 3 and Fig. 4 with your photo-z prediction *and* the photo-z prediction from SDSS included in the file. (30 pts, 10 pts for prediction, 10 for the two figures)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "500\n" + ] + } + ], + "source": [ + "#reconstruct best performing forest\n", + "best_nest = n_estimators[np.argmax(boob_score)]\n", + "print(best_nest)\n", + "#for some reason the prediction step crashes my python kernel if I use n=500\n", + "# so I switched it to n=200 which works perfectly fine\n", + "best_forest= sklearn.ensemble.RandomForestRegressor(n_estimators=200, n_jobs=-1, max_features='sqrt', \n", + " oob_score=True, random_state=42)\n", + "x = train_pd[train_cols]\n", + "y = train_pd[pred_cols]\n", + "weight = train_pd['zErr'] ** -2\n", + "best_forest.fit(x, y, weight)\n", + "\n", + "#predict the test data with best forest\n", + "test_pd = test_data.to_pandas().dropna()#again convert to pd to work with forest\n", + "x_test = test_pd[train_cols]\n", + "prediction = best_forest.predict(x_test)\n", + "pred_pd = pd.DataFrame(prediction, columns=pred_cols).dropna()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "def silly_little_plotting_func(z, zphot, title):\n", + " fig = plt.figure(figsize=(16,7))\n", + " ax1 = fig.add_subplot(121)\n", + " #gridsize of 369 gives the same colorbar scaling as in Dey et al.\n", + " hexbin = ax1.hexbin(z, zphot, mincnt=1,linewidths=.5, gridsize=(369,369))\n", + " cb = fig.colorbar(hexbin, label='Number of galaxies per pixel')\n", + " ax1.set_xlabel(r'$z_{spec}$')\n", + " ax1.set_ylabel(r'$z_{phot}$')\n", + " \n", + "\n", + " x = np.array([0, 0.4])\n", + " ax1.plot(x, x, color='grey', linestyle='-')\n", + " ax1.plot(x, (1.05 * x + 0.05), c='grey', linestyle='--')\n", + " ax1.plot(x, (0.95 * x - 0.05), c='grey', linestyle='--')\n", + " ax1.set_xlim(0, 0.4)\n", + " ax1.set_ylim(0, 0.4)\n", + " ax1.grid()\n", + "\n", + "\n", + " dz = (zphot-z) / (1 + z)\n", + " avg_dz = np.abs(np.mean(dz)) #we only really care about this magnitude\n", + " sig_n = 1.4826*st.median_abs_deviation(dz) #as defined in section 5 of Dey et al.\n", + " sig_n2 = 1.4826*np.nanmedian(np.abs(dz-np.nanmedian(dz)))\n", + " f_outlier = (len(dz[dz > 0.05]) / len(dz))*100\n", + " #googled how to make a text box so this is kinda copy paste from matplotlib's documentation\n", + " textstr = '\\n'.join((\n", + " '', #space needed to avoid values from clipping outside box\n", + " r'$\\sigma_{NMAD}=%.4f$' % (sig_n2, ),\n", + " r'$f_{outlier}=$'+'{:.2f}%'.format(f_outlier),\n", + " r'$\\langle\\frac{\\Delta z}{1+z_{spec}}\\rangle=%.4f$' % (avg_dz, )))\n", + "\n", + " box = dict(boxstyle='round', facecolor='white', alpha=1)\n", + "\n", + " ax1.text(0.05, 0.97, textstr, transform=ax.transAxes, fontsize=14,\n", + " verticalalignment='top', bbox=box)\n", + " \n", + " \n", + " ax2 = fig.add_subplot(122)\n", + " binsize = 0.1\n", + " x2 = np.linspace(-binsize, binsize, 1000)\n", + " n_dist = st.norm.pdf(x2, avg_dz, sig_n2)\n", + " ax2.plot(x2, n_dist, color='orange')\n", + " ax2.hist(dz, bins=60, density=True, color='lightblue')\n", + " ax2.set_xlim(-binsize, binsize)\n", + " ax2.grid(linestyle='--')\n", + " ax2.set_xlabel(r'$\\frac{\\Delta z}{1+z_{spec}}$')\n", + " ax2.set_ylabel(r'Relative Frequency')\n", + " \n", + " plt.suptitle(title)\n", + " plt.show(fig)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "silly_little_plotting_func(train_pd['z'], train_pd['zphot'], 'SDSS Plots')" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "silly_little_plotting_func(test_pd['z'], pred_pd['z'], 'RFR Plots')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:596] *", + "language": "python", + "name": "conda-env-596-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.10" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/homework/CameronTrimborn/06/KIC2157356.txt b/homework/CameronTrimborn/06/KIC2157356.txt new file mode 100644 index 0000000..5ab44ad --- /dev/null +++ b/homework/CameronTrimborn/06/KIC2157356.txt @@ -0,0 +1,14589 @@ +time flux error quarter +539.4710179205795 5221.16455078125 4.891251087188721 6.0 +539.4914521464307 5216.07958984375 4.892819404602051 6.0 +539.5118864718097 5225.43359375 4.891888618469238 6.0 +539.5323205971945 5233.111328125 4.892074108123779 6.0 +539.5527548221144 5221.17333984375 4.891964435577393 6.0 +539.573189147035 5220.09521484375 4.891523361206055 6.0 +539.5936232714812 5222.14208984375 4.893854141235352 6.0 +539.6140574957026 5224.57958984375 4.893648147583008 6.0 +539.6344918194518 5223.78564453125 4.894421100616455 6.0 +539.6549259432068 5231.61669921875 4.894259929656982 6.0 +539.6753601664968 5220.6865234375 4.893633842468262 6.0 +539.6957944897877 5221.1767578125 4.893622875213623 6.0 +539.7162287126048 5223.71240234375 4.8946852684021 6.0 +539.7366628351956 5220.2041015625 4.894609451293945 6.0 +539.7570971575478 5221.7158203125 4.8934807777404785 6.0 +539.7775313794409 5222.7451171875 4.894133567810059 6.0 +539.7979655013332 5224.58544921875 4.894071102142334 6.0 +539.8183998227614 5221.95654296875 4.895394802093506 6.0 +539.838833943948 5234.009765625 4.894789695739746 6.0 +539.8592682649105 5221.0576171875 4.891158580780029 6.0 +539.8797024856322 5216.453125 4.8923773765563965 6.0 +539.9001366061275 5225.3720703125 4.892318248748779 6.0 +539.9205709261587 5222.2939453125 4.892451286315918 6.0 +539.9410051461891 5216.4580078125 4.892969608306885 6.0 +539.9614392657459 5219.8212890625 4.893195629119873 6.0 +539.9818735850786 5224.25048828125 4.893740653991699 6.0 +540.0023078041704 5214.88818359375 4.893039226531982 6.0 +540.0227419228031 5224.07763671875 4.894540309906006 6.0 +540.0431762414373 5227.23828125 4.894280433654785 6.0 +540.0636104596051 5228.4267578125 4.894853115081787 6.0 +540.0840446775328 5217.3818359375 4.894943714141846 6.0 +540.1044788952349 5218.76953125 4.894562244415283 6.0 +540.124913112697 5212.4013671875 4.893524646759033 6.0 +540.1657815467042 5214.95068359375 4.893892765045166 6.0 +540.186215763475 5219.47705078125 4.893922328948975 6.0 +540.2066500797737 5227.8671875 4.894657135009766 6.0 +540.227084295846 5221.44677734375 4.894467830657959 6.0 +540.2475184116774 5216.76904296875 4.894023418426514 6.0 +540.2679527272849 5225.47216796875 4.896175861358643 6.0 +540.2883869424259 5216.63818359375 4.895997524261475 6.0 +540.3088210573333 5214.369140625 4.896141529083252 6.0 +540.3292553722349 5218.35693359375 4.895681381225586 6.0 +540.3496895866774 5222.4072265625 4.896216869354248 6.0 +540.3701237006462 5214.89990234375 4.895313739776611 6.0 +540.3905580146238 5220.8720703125 4.895748138427734 6.0 +540.4109922283678 5216.09814453125 4.895146369934082 6.0 +540.4314263416381 5214.66748046875 4.894029140472412 6.0 +540.4518606546844 5217.18798828125 4.89610481262207 6.0 +540.4722947674964 5213.22900390625 4.895731449127197 6.0 +540.4927290800697 5216.25537109375 4.896398067474365 6.0 +540.5131632921839 5222.892578125 4.897199630737305 6.0 +540.5335974042973 5217.95556640625 4.89674186706543 6.0 +540.5540317159393 5216.55078125 4.895070552825928 6.0 +540.574465927355 5217.61083984375 4.895684719085693 6.0 +540.5949001385379 5217.05908203125 4.895843982696533 6.0 +540.6153343494807 5212.01904296875 4.8963117599487305 6.0 +540.6357685601979 5221.51904296875 4.896169185638428 6.0 +540.6562027704495 5212.93994140625 4.895749092102051 6.0 +540.6766369804609 5225.02587890625 4.897115230560303 6.0 +540.6970711902468 5217.8974609375 4.895944595336914 6.0 +540.7175053997998 5213.36376953125 4.896998882293701 6.0 +540.7379397091136 5210.375 4.896181106567383 6.0 +540.7583738179674 5219.2861328125 4.897007942199707 6.0 +540.7788081268227 5213.31982421875 4.896083831787109 6.0 +540.7992423352043 5211.826171875 4.895425319671631 6.0 +540.8196764433596 5213.4794921875 4.896745681762695 6.0 +540.8401107512764 5213.46044921875 4.895123481750488 6.0 +540.8605449589668 5214.1708984375 4.897132873535156 6.0 +540.8809790661908 5215.2490234375 4.89549446105957 6.0 +540.9014133731835 5221.4453125 4.897830009460449 6.0 +540.9218475799353 5224.07080078125 4.8971428871154785 6.0 +540.9422816864608 5211.81591796875 4.897022724151611 6.0 +540.9627159927477 5217.53466796875 4.897524356842041 6.0 +540.9831501988083 5218.3564453125 4.897166728973389 6.0 +541.0035843044025 5207.20263671875 4.897072792053223 6.0 +541.0240186097653 5208.7529296875 4.894843101501465 6.0 +541.0444528148873 5211.47509765625 4.897841930389404 6.0 +541.0648871197845 5206.826171875 4.896744251251221 6.0 +541.0853212244401 5211.31201171875 4.8964457511901855 6.0 +541.126189632836 5206.005859375 4.895673751831055 6.0 +541.1466238365683 5210.021484375 4.895411491394043 6.0 +541.1670580400605 5212.91162109375 4.8964691162109375 6.0 +541.1874922433271 5211.21484375 4.8959760665893555 6.0 +541.2079264461208 5216.49951171875 4.895586967468262 6.0 +541.2283606489218 5222.2724609375 4.897108554840088 6.0 +541.2487948512571 5217.85498046875 4.895817756652832 6.0 +541.2692290533596 5216.1162109375 4.897392749786377 6.0 +541.289663255222 5210.236328125 4.895978927612305 6.0 +541.3100975568595 5223.0693359375 4.898825168609619 6.0 +541.3305316580227 5210.94189453125 4.897177696228027 6.0 +541.3509659591946 5211.87109375 4.897460460662842 6.0 +541.3714001599001 5220.220703125 4.898230075836182 6.0 +541.391834260372 5211.1201171875 4.897754669189453 6.0 +541.4122685606053 5205.55322265625 4.897641181945801 6.0 +541.4327027603795 5208.66796875 4.8976545333862305 6.0 +541.4531368601456 5210.662109375 4.897927284240723 6.0 +541.4940053585306 5217.513671875 4.898743152618408 6.0 +541.5144394573726 5218.5849609375 4.898568630218506 6.0 +541.5348737557433 5209.69873046875 4.897822380065918 6.0 +541.5553079541205 5221.4150390625 4.899723529815674 6.0 +541.5757421520248 5215.65869140625 4.898690223693848 6.0 +541.5961763497035 5219.40283203125 4.898460865020752 6.0 +541.6166105471493 5212.3681640625 4.898789882659912 6.0 +541.6370447443551 5208.38330078125 4.898849964141846 6.0 +541.6779131378498 5206.8837890625 4.898705959320068 6.0 +541.698347434125 5211.97802734375 4.899057388305664 6.0 +541.7187815301731 5209.68408203125 4.898737907409668 6.0 +541.7392157259892 5209.24755859375 4.898847579956055 6.0 +541.7596500213331 5211.82568359375 4.898627281188965 6.0 +541.7800842166835 5202.23681640625 4.898011207580566 6.0 +541.8005183115674 5206.75244140625 4.898565769195557 6.0 +541.8209526062128 5200.77001953125 4.8982253074646 6.0 +541.8413867006311 5213.5390625 4.898551940917969 6.0 +541.8618208948174 5200.1552734375 4.897091388702393 6.0 +541.8822551885314 5216.6328125 4.9005126953125 6.0 +541.9026892820184 5204.90771484375 4.8975701332092285 6.0 +541.9231234752733 5206.10888671875 4.897862911224365 6.0 +541.9435577682889 5205.80517578125 4.897514343261719 6.0 +541.9639918610774 5220.60791015625 4.899232864379883 6.0 +541.9844261534017 5208.7783203125 4.897810459136963 6.0 +542.004860345718 5202.87060546875 4.897446632385254 6.0 +542.0252944375752 5208.46923828125 4.898268222808838 6.0 +542.0457287292011 5210.3916015625 4.8988037109375 6.0 +542.0661629205861 5210.89111328125 4.898695945739746 6.0 +542.0865970115119 5205.8876953125 4.897988319396973 6.0 +542.1070313022065 5207.4384765625 4.898669242858887 6.0 +542.127465492893 5213.513671875 4.898103713989258 6.0 +542.1683338728835 5213.2109375 4.89807653427124 6.0 +542.1887680626387 5213.39306640625 4.899004936218262 6.0 +542.2092022519355 5211.431640625 4.898679733276367 6.0 +542.229636541233 5214.88232421875 4.899797439575195 6.0 +542.2500706300561 5199.875 4.898548603057861 6.0 +542.2705049184224 5212.8818359375 4.898663520812988 6.0 +542.2909391067806 5208.52001953125 4.898960113525391 6.0 +542.3113731946796 5199.3232421875 4.89788818359375 6.0 +542.3318074825802 5211.99658203125 4.8996357917785645 6.0 +542.3522416700143 5209.8671875 4.899730682373047 6.0 +542.3726757569748 5198.5966796875 4.898708343505859 6.0 +542.393110043944 5203.67578125 4.89911413192749 6.0 +542.4339783169416 5207.2666015625 4.899343490600586 6.0 +542.4544126029796 5204.99755859375 4.898716449737549 6.0 +542.4748467885511 5201.7587890625 4.898601055145264 6.0 +542.4952808741145 5203.97314453125 4.898621559143066 6.0 +542.5157151592211 5197.6767578125 4.898139953613281 6.0 +542.5361492443262 5209.7978515625 4.900256156921387 6.0 +542.5565835289599 5201.74267578125 4.89894437789917 6.0 +542.5770177133672 5209.2421875 4.899559497833252 6.0 +542.5974517973082 5212.77490234375 4.899479866027832 6.0 +542.6178860812433 5203.666015625 4.9000630378723145 6.0 +542.6383202647194 5211.1484375 4.8998003005981445 6.0 +542.6587544479553 5210.17138671875 4.900010585784912 6.0 +542.6791886309657 5202.35693359375 4.899810314178467 6.0 +542.6996228135104 5208.08935546875 4.8999762535095215 6.0 +542.7200569960551 5192.2421875 4.898226261138916 6.0 +542.7404911781268 5208.6865234375 4.899490833282471 6.0 +542.760925359973 5199.94580078125 4.898625373840332 6.0 +542.7813595415791 5200.3056640625 4.898190498352051 6.0 +542.8222279038746 5205.0634765625 4.900021553039551 6.0 +542.8630963649994 5200.47802734375 4.8998589515686035 6.0 +542.883530445215 5209.9619140625 4.899960041046143 6.0 +542.9039647249592 5206.615234375 4.900017261505127 6.0 +542.92439890471 5207.47998046875 4.899965286254883 6.0 +542.9448329839943 5211.36767578125 4.900426864624023 6.0 +542.96526726304 5207.55615234375 4.900267601013184 6.0 +542.9857014418594 5209.13427734375 4.900382041931152 6.0 +543.0061355202124 5203.1240234375 4.899759769439697 6.0 +543.0265697985596 5210.57421875 4.900242328643799 6.0 +543.0470039764477 5199.07470703125 4.899752616882324 6.0 +543.067438154103 5205.31884765625 4.899662494659424 6.0 +543.0878723312853 5211.48779296875 4.901232719421387 6.0 +543.1083065084749 5206.81640625 4.900172233581543 6.0 +543.1287406851989 5195.953125 4.898388385772705 6.0 +543.1491748616827 5209.56591796875 4.899041175842285 6.0 +543.169609037941 5200.81201171875 4.898437976837158 6.0 +543.1900432139664 5205.74072265625 4.901010990142822 6.0 +543.2104773897518 5207.24560546875 4.90078067779541 6.0 +543.2309115650787 5199.79931640625 4.9001641273498535 6.0 +543.2513457401728 5193.08984375 4.899673938751221 6.0 +543.2717799150269 5200.78759765625 4.9003005027771 6.0 +543.2922140896553 5205.89892578125 4.900930404663086 6.0 +543.3126483638189 5209.24658203125 4.901057243347168 6.0 +543.3330824377408 5197.91552734375 4.900578498840332 6.0 +543.353516611438 5210.25244140625 4.900849342346191 6.0 +543.3943849581265 5206.74462890625 4.900079727172852 6.0 +543.4148191308923 5212.88818359375 4.90181303024292 6.0 +543.435253403426 5203.43994140625 4.901232719421387 6.0 +543.4556874757182 5203.35107421875 4.900641918182373 6.0 +543.4761217477862 5211.63427734375 4.9018731117248535 6.0 +543.4965559196135 5195.96875 4.899898052215576 6.0 +543.5169899909815 5204.4375 4.900808811187744 6.0 +543.5374242621183 5200.11865234375 4.900699138641357 6.0 +543.5578584330215 5203.36767578125 4.901119709014893 6.0 +543.5782925036838 5199.91162109375 4.900871276855469 6.0 +543.5987267738892 5213.8505859375 4.90373420715332 6.0 +543.6191609440866 5206.06787109375 4.9016313552856445 6.0 +543.6395951138256 5196.826171875 4.899896144866943 6.0 +543.660029283099 5204.45751953125 4.902605056762695 6.0 +543.6804634523724 5202.08251953125 4.900404453277588 6.0 +543.7008976211728 5214.01220703125 4.904163837432861 6.0 +543.7213317899805 5208.9140625 4.9005351066589355 6.0 +543.7417659583152 5201.439453125 4.9002485275268555 6.0 +543.7622001261916 5200.85986328125 4.901158332824707 6.0 +543.782634294068 5203.72314453125 4.900153160095215 6.0 +543.8030684614787 5199.01611328125 4.899554252624512 6.0 +543.8235027288829 5195.33447265625 4.898550033569336 6.0 +543.8439368955951 5217.8134765625 4.9033708572387695 6.0 +543.8643709622993 5199.1318359375 4.901912212371826 6.0 +543.8848052287794 5209.94677734375 4.901808261871338 6.0 +543.9052392947924 5213.70947265625 4.903465747833252 6.0 +543.9256734605733 5203.75634765625 4.901104927062988 6.0 +543.9461077261149 5202.30224609375 4.9008660316467285 6.0 +543.9665417911965 5202.2041015625 4.900276184082031 6.0 +543.9869759562716 5199.72607421875 4.901233673095703 6.0 +544.0074102208891 5211.67724609375 4.90407133102417 6.0 +544.0278442852723 5211.6767578125 4.90391731262207 6.0 +544.0482784494234 5203.5810546875 4.9015793800354 6.0 +544.0687127131023 5207.681640625 4.903392791748047 6.0 +544.1095810400002 5194.80908203125 4.900694370269775 6.0 +544.1300152027543 5204.09912109375 4.903058052062988 6.0 +544.1504493655084 5218.1103515625 4.904709339141846 6.0 +544.1708835277896 5213.1044921875 4.90195894241333 6.0 +544.191317690078 5204.85791015625 4.9009575843811035 6.0 +544.2117518519008 5203.4189453125 4.901391983032227 6.0 +544.2321860132506 5204.94482421875 4.901884078979492 6.0 +544.2526201746077 5212.55712890625 4.903689861297607 6.0 +544.2730543354992 5201.5380859375 4.903754711151123 6.0 +544.2934885961513 5207.42919921875 4.904106616973877 6.0 +544.3139226565763 5200.8681640625 4.901833534240723 6.0 +544.3343568167693 5206.6298828125 4.902921676635742 6.0 +544.3547910764901 5200.4970703125 4.902085781097412 6.0 +544.3752251362166 5197.43798828125 4.901350498199463 6.0 +544.3956593952462 5202.568359375 4.9016289710998535 6.0 +544.4160935542677 5202.49658203125 4.901573657989502 6.0 +544.4365276130629 5203.77685546875 4.903491020202637 6.0 +544.456961871394 5209.1474609375 4.904252052307129 6.0 +544.4773960294842 5204.42431640625 4.902968406677246 6.0 +544.4978300873481 5201.5126953125 4.901801109313965 6.0 +544.5182643449807 5201.80908203125 4.902112007141113 6.0 +544.5386985021396 5211.3525390625 4.905207633972168 6.0 +544.5591325590722 5207.1728515625 4.904375076293945 6.0 +544.5795668157734 5191.89208984375 4.901857852935791 6.0 +544.6000008722331 5209.3515625 4.904722690582275 6.0 +544.6204350282351 5188.25830078125 4.900984764099121 6.0 +544.6408692842379 5200.0107421875 4.9037041664123535 6.0 +544.6613034397669 5209.103515625 4.904435634613037 6.0 +544.6817374950697 5202.32470703125 4.903685569763184 6.0 +544.7021717499083 5194.431640625 4.903817176818848 6.0 +544.7226059047389 5192.2099609375 4.900876045227051 6.0 +544.7430400591111 5198.8408203125 4.901859760284424 6.0 +544.7634742132504 5201.82177734375 4.902895450592041 6.0 +544.7839083669169 5211.740234375 4.903822422027588 6.0 +544.8043425205906 5209.57373046875 4.903937339782715 6.0 +544.8247766737986 5192.23291015625 4.9013166427612305 6.0 +544.8452108267666 5193.3505859375 4.902389049530029 6.0 +544.8656450795097 5199.314453125 4.903194427490234 6.0 +544.8860791317857 5196.513671875 4.9035468101501465 6.0 +544.9065132840551 5203.14306640625 4.903253078460693 6.0 +544.9269475358669 5204.1513671875 4.904491901397705 6.0 +544.9473815874444 5200.52734375 4.904177665710449 6.0 +544.9678157385497 5191.806640625 4.902684211730957 6.0 +544.988249989663 5194.76513671875 4.903732776641846 6.0 +545.0086840403092 5199.40673828125 4.903923034667969 6.0 +545.0291182907167 5203.61669921875 4.904444217681885 6.0 +545.0495524406651 5203.66943359375 4.904458999633789 6.0 +545.0699864906128 5203.115234375 4.9044904708862305 6.0 +545.090420740089 5204.73583984375 4.90466833114624 6.0 +545.110854889339 5197.3427734375 4.903953552246094 6.0 +545.131289038356 5191.5498046875 4.903329372406006 6.0 +545.1517231869002 5189.953125 4.903261661529541 6.0 +545.1721573354516 5195.83251953125 4.903401851654053 6.0 +545.1925914835301 5197.09814453125 4.9039177894592285 6.0 +545.2130256313831 5189.5966796875 4.902773380279541 6.0 +545.2334597787703 5195.03759765625 4.901228904724121 6.0 +545.2538939261503 5196.78076171875 4.902812480926514 6.0 +545.2947622197607 5194.90478515625 4.903625011444092 6.0 +545.3151964659774 5195.17724609375 4.903800964355469 6.0 +545.3356305121997 5197.927734375 4.903081893920898 6.0 +545.3560646579572 5195.94091796875 4.904008865356445 6.0 +545.3764989034753 5194.19384765625 4.90399694442749 6.0 +545.3969329487663 5197.4072265625 4.904497146606445 6.0 +545.4173670935925 5200.90478515625 4.904679298400879 6.0 +545.4378013381793 5200.64501953125 4.904117107391357 6.0 +545.458235382539 5193.3193359375 4.90363073348999 6.0 +545.4786695266666 5187.6875 4.903234958648682 6.0 +545.4991037705549 5202.21826171875 4.904214382171631 6.0 +545.5399719571797 5189.611328125 4.903854846954346 6.0 +545.5808402428665 5199.65283203125 4.9042816162109375 6.0 +545.6012743851315 5195.99755859375 4.903991222381592 6.0 +545.6217086271572 5201.6962890625 4.904134750366211 6.0 +545.6421426689558 5195.09619140625 4.903381824493408 6.0 +545.6625769105231 5215.18408203125 4.905364990234375 6.0 +545.6830110516166 5199.36181640625 4.904146671295166 6.0 +545.7034451924847 5205.4775390625 4.904684543609619 6.0 +545.7238793331198 5197.05810546875 4.9035797119140625 6.0 +545.7443134735149 5193.98193359375 4.903210639953613 6.0 +545.7647476134516 5196.34814453125 4.903331756591797 6.0 +545.8260500318574 5210.498046875 4.905538558959961 6.0 +545.8464842708636 5201.7158203125 4.904995441436768 6.0 +545.8669183093953 5192.13818359375 4.903534889221191 6.0 +545.8873524477021 5197.28759765625 4.904237270355225 6.0 +545.9077866855368 5206.06689453125 4.904700756072998 6.0 +545.9282207233773 5208.8203125 4.905313014984131 6.0 +545.9486549607536 5204.47998046875 4.904285907745361 6.0 +545.9690889978956 5195.66064453125 4.9037299156188965 6.0 +546.009957371476 5185.23828125 4.903313636779785 6.0 +546.0303914076867 5194.08056640625 4.904182434082031 6.0 +546.050825543658 5200.41015625 4.904141426086426 6.0 +546.0712597794045 5191.5849609375 4.903410911560059 6.0 +546.0916938146838 5195.32275390625 4.903621673583984 6.0 +546.1121279499566 5190.85693359375 4.903415203094482 6.0 +546.1325621847718 5193.169921875 4.903985500335693 6.0 +546.1529963191133 5189.7197265625 4.903348445892334 6.0 +546.1734303534613 5191.38671875 4.903818607330322 6.0 +546.1938645873452 5193.51708984375 4.903844356536865 6.0 +546.2142987212283 5187.69921875 4.903263568878174 6.0 +546.2347328544056 5204.8896484375 4.9040656089782715 6.0 +546.2551669840977 5192.701171875 4.903374195098877 6.0 +546.2756011168094 5193.36669921875 4.904021739959717 6.0 +546.2960353492963 5188.32470703125 4.903123378753662 6.0 +546.3164693815488 5198.88427734375 4.9042134284973145 6.0 +546.3369035135693 5192.546875 4.903416156768799 6.0 +546.3573377451175 5189.71484375 4.903632640838623 6.0 +546.3777717764387 5194.57275390625 4.903895854949951 6.0 +546.3982059075206 5183.51904296875 4.902923107147217 6.0 +546.4186401383777 5190.85205078125 4.903262138366699 6.0 +546.4390741687675 5189.8388671875 4.903008937835693 6.0 +546.4595082991582 5193.15576171875 4.902265548706055 6.0 +546.4799425288438 5190.0791015625 4.903851509094238 6.0 +546.5003765585352 5189.7890625 4.903477668762207 6.0 +546.5208106879873 5190.28515625 4.902960300445557 6.0 +546.5412449169817 5188.9775390625 4.902973651885986 6.0 +546.5616789457417 5185.61279296875 4.902623653411865 6.0 +546.5821131740304 5188.34423828125 4.903326511383057 6.0 +546.6025472023248 5179.87841796875 4.902161598205566 6.0 +546.6229813301543 5184.96875 4.902660369873047 6.0 +546.6434155577444 5190.82080078125 4.903331756591797 6.0 +546.6638495848747 5196.86181640625 4.902773857116699 6.0 +546.6842837120057 5184.5263671875 4.903171062469482 6.0 +546.7047179386645 5189.28076171875 4.903036117553711 6.0 +546.7251520650971 5191.29443359375 4.903029918670654 6.0 +546.7455860910632 5191.1064453125 4.903310298919678 6.0 +546.7660203170235 5187.40869140625 4.903045177459717 6.0 +546.7864544425247 5187.755859375 4.903626441955566 6.0 +546.8068884677923 5192.91845703125 4.902948379516602 6.0 +546.8273226925885 5188.31298828125 4.902597904205322 6.0 +546.8477568173912 5185.05517578125 4.9032158851623535 6.0 +546.868191041729 5180.5537109375 4.902571678161621 6.0 +546.8886250658252 5181.7607421875 4.90247106552124 6.0 +546.9090591894637 5184.673828125 4.9024224281311035 6.0 +546.929493413103 5188.20703125 4.9035844802856445 6.0 +546.9499274362679 5190.41650390625 4.90342378616333 6.0 +546.970361559208 5180.28759765625 4.902610778808594 6.0 +546.9907957816831 5185.1572265625 4.902746200561523 6.0 +547.0112298041495 5182.45703125 4.903341770172119 6.0 +547.0316639261582 5176.5986328125 4.901974201202393 6.0 +547.0520981479349 5188.9638671875 4.9056196212768555 6.0 +547.4812146367258 5179.39208984375 4.901860237121582 6.0 +547.5016488519759 5184.44873046875 4.9017181396484375 6.0 +547.522082866999 5181.4208984375 4.90117073059082 6.0 +547.5425169815571 5183.015625 4.901485919952393 6.0 +547.5629511961088 5182.77197265625 4.901236534118652 6.0 +547.5833852102005 5188.89013671875 4.904575347900391 6.0 +547.6038193240602 5177.18994140625 4.9017205238342285 6.0 +547.6242535374477 5179.84716796875 4.901664733886719 6.0 +547.6446875506081 5178.38037109375 4.901895046234131 6.0 +547.6651216635364 5192.5546875 4.903168678283691 6.0 +547.6855558762254 5183.642578125 4.902066230773926 6.0 +547.7059899886881 5178.509765625 4.901604652404785 6.0 +547.7264240006771 5186.138671875 4.900839805603027 6.0 +547.746858212442 5177.056640625 4.903173446655273 6.0 +547.7672923239734 5178.095703125 4.899747848510742 6.0 +547.7877263350383 5191.884765625 4.901587009429932 6.0 +547.8081605458647 5177.40478515625 4.903082370758057 6.0 +547.8285946564647 5175.443359375 4.900465488433838 6.0 +547.8490288668254 5177.79638671875 4.901041030883789 6.0 +547.8694628767262 5182.81396484375 4.903870105743408 6.0 +547.8898969863949 5178.52978515625 4.902977466583252 6.0 +547.9103311958243 5185.4765625 4.90496301651001 6.0 +547.9307652050265 5172.75146484375 4.901849746704102 6.0 +547.9511993137639 5172.13818359375 4.9020676612854 6.0 +547.9716334222612 5175.15087890625 4.902149200439453 6.0 +547.992067530533 5172.68701171875 4.901254177093506 6.0 +548.0125015385711 5183.7666015625 4.90507173538208 6.0 +548.0329357461378 5176.68798828125 4.902105808258057 6.0 +548.0533698534782 5174.88525390625 4.904403209686279 6.0 +548.0738039605858 5183.02294921875 4.902887344360352 6.0 +548.0942380672204 5181.30419921875 4.904138088226318 6.0 +548.1146721736295 5178.9033203125 4.901853084564209 6.0 +548.1351063798065 5181.9228515625 4.903266429901123 6.0 +548.1555403857419 5178.9072265625 4.901933193206787 6.0 +548.1759744912197 5190.54833984375 4.9032206535339355 6.0 +548.1964086964654 5175.64892578125 4.900543212890625 6.0 +548.2168428014702 5179.98583984375 4.903855323791504 6.0 +548.2372768062487 5175.9580078125 4.901340961456299 6.0 +548.2577110105631 5179.35546875 4.9052252769470215 6.0 +548.2781451146366 5170.82958984375 4.901136875152588 6.0 +548.2985791184838 5177.48486328125 4.901915073394775 6.0 +548.3190133220996 5174.0771484375 4.904116630554199 6.0 +548.3394474252418 5170.3662109375 4.901120662689209 6.0 +548.3598814281577 5183.87109375 4.904874801635742 6.0 +548.3803156306094 5169.00537109375 4.903045177459717 6.0 +548.4007497330531 5170.83935546875 4.901958465576172 6.0 +548.4211837350376 5171.4755859375 4.9002203941345215 6.0 +548.4416179367909 5183.10888671875 4.903138160705566 6.0 +548.4620520380704 5173.34814453125 4.901051044464111 6.0 +548.482486239358 5178.0908203125 4.902413845062256 6.0 +548.5029202401784 5172.49365234375 4.900636672973633 6.0 +548.5233543407594 5174.52880859375 4.901811122894287 6.0 +548.5437885408828 5169.97119140625 4.902619361877441 6.0 +548.5642225407719 5167.5029296875 4.901823043823242 6.0 +548.5846566404216 5173.2158203125 4.901638984680176 6.0 +548.6050908398465 5182.55615234375 4.903625011444092 6.0 +548.6255248388043 5179.42529296875 4.904175758361816 6.0 +548.6459589375227 5175.1748046875 4.90220308303833 6.0 +548.6663930360155 5173.357421875 4.903974533081055 6.0 +548.6868271342755 5181.6591796875 4.904208660125732 6.0 +548.7072612320626 5179.53271484375 4.904365539550781 6.0 +548.7276953296241 5175.22412109375 4.904048919677734 6.0 +548.7481294269528 5175.60986328125 4.90107536315918 6.0 +548.7685636240421 5173.6259765625 4.9041242599487305 6.0 +548.7889977206723 5180.6416015625 4.904845237731934 6.0 +548.809431717069 5176.416015625 4.903172492980957 6.0 +548.8298659129941 5177.30029296875 4.903655052185059 6.0 +548.8503000089258 5181.552734375 4.903918743133545 6.0 +548.8707340043911 5180.8642578125 4.9040327072143555 6.0 +548.8911681996178 5170.01171875 4.903131008148193 6.0 +548.9116022943854 5175.19873046875 4.902599334716797 6.0 +548.9320362889193 5174.017578125 4.903314590454102 6.0 +548.9524704832147 5180.16162109375 4.903858184814453 6.0 +548.9729045772838 5172.5390625 4.902591228485107 6.0 +548.9933385711192 5177.30810546875 4.903982639312744 6.0 +549.0137727644833 5180.3408203125 4.902798175811768 6.0 +549.034206857621 5174.4169921875 4.90297269821167 6.0 +549.0546409502858 5183.63525390625 4.904394626617432 6.0 +549.0750750427251 5176.22412109375 4.903463363647461 6.0 +549.0955091351643 5178.05419921875 4.903789520263672 6.0 +549.1159433268986 5181.5322265625 4.903980731964111 6.0 +549.1363773186386 5176.3056640625 4.903654098510742 6.0 +549.1568114099136 5184.90380859375 4.903785228729248 6.0 +549.1772456009494 5181.4140625 4.90347957611084 6.0 +549.1976796917588 5176.61279296875 4.903677463531494 6.0 +549.2181136821018 5171.92529296875 4.90271520614624 6.0 +549.2385478722063 5175.4267578125 4.902794361114502 6.0 +549.2589819620844 5184.33251953125 4.903848171234131 6.0 +549.279415951496 5171.11376953125 4.901646614074707 6.0 +549.299850140902 5187.62841796875 4.904832363128662 6.0 +549.3202842296159 5179.85107421875 4.903956890106201 6.0 +549.3407182183291 5172.15966796875 4.902495384216309 6.0 +549.3611524068037 5176.40478515625 4.903503894805908 6.0 +549.3815863948184 5183.73974609375 4.902904033660889 6.0 +549.4428886569949 5176.18603515625 4.901375770568848 6.0 +549.463322843847 5182.71533203125 4.902300834655762 6.0 +549.4837569304582 5181.65673828125 4.902677536010742 6.0 +549.5041909166102 5179.216796875 4.902790069580078 6.0 +549.524625102531 5174.43115234375 4.902740478515625 6.0 +549.5654931736644 5172.48095703125 4.900260925292969 6.0 +549.5859273586539 5177.19189453125 4.901485443115234 6.0 +549.6063614434024 5182.18017578125 4.903224945068359 6.0 +549.6267955279254 5180.5546875 4.904006481170654 6.0 +549.6472296119828 5185.33154296875 4.904038429260254 6.0 +549.6676636958 5175.97412109375 4.902633190155029 6.0 +549.6880977793917 5176.5537109375 4.902689456939697 6.0 +549.7085319627513 5180.9453125 4.9033660888671875 6.0 +549.7289659456364 5175.2294921875 4.902792930603027 6.0 +549.7494001282976 5175.70166015625 4.901388645172119 6.0 +549.7698342107251 5183.65234375 4.9035162925720215 6.0 +549.7902681926789 5178.33056640625 4.9028520584106445 6.0 +549.8107023744087 5185.2578125 4.903495788574219 6.0 +549.8311364559049 5167.853515625 4.902850151062012 6.0 +549.8515704369274 5175.775390625 4.904285430908203 6.0 +549.8720046179587 5179.07861328125 4.903423309326172 6.0 +549.8924386985236 5182.01904296875 4.903437614440918 6.0 +549.9128726786148 5175.67041015625 4.903598308563232 6.0 +549.9333068587148 5183.63818359375 4.90379524230957 6.0 +549.9537409383483 5175.29931640625 4.902595520019531 6.0 +549.974174917741 5174.68603515625 4.902449131011963 6.0 +549.9946090966769 5175.318359375 4.903104305267334 6.0 +550.0150431753791 5170.90625 4.9019269943237305 6.0 +550.2193840465407 5177.72314453125 4.903173446655273 6.0 +550.2398180219825 5187.7890625 4.904729843139648 6.0 +550.2602520969522 5184.62890625 4.9036712646484375 6.0 +550.2806862719299 5179.97802734375 4.903069019317627 6.0 +550.3011202464404 5179.91162109375 4.903613567352295 6.0 +550.3215543207189 5180.73486328125 4.9044389724731445 6.0 +550.3419884945251 5176.3046875 4.902528762817383 6.0 +550.3624224681043 5175.22412109375 4.902331352233887 6.0 +550.382856641445 5174.84912109375 4.903628349304199 6.0 +550.4032907145593 5177.890625 4.903467178344727 6.0 +550.42372468744 5184.92236328125 4.904078960418701 6.0 +550.4441588598493 5174.16357421875 4.902109146118164 6.0 +550.4645929317994 5186.82666015625 4.903519630432129 6.0 +550.4850269037488 5189.22412109375 4.903291702270508 6.0 +550.5054610752268 5183.73388671875 4.902040481567383 6.0 +550.5258951464784 5181.45751953125 4.902620792388916 6.0 +550.5463292174973 5177.94189453125 4.903284072875977 6.0 +550.5667632880431 5190.80126953125 4.903575897216797 6.0 +550.5871973583635 5184.2177734375 4.902982711791992 6.0 +550.607631428451 5174.7158203125 4.901983261108398 6.0 +550.6280654980656 5191.2109375 4.9033203125 6.0 +550.6484995674546 5184.55859375 4.903993606567383 6.0 +550.6689336366107 5180.62939453125 4.902850151062012 6.0 +550.6893677055268 5176.36279296875 4.902839660644531 6.0 +550.7098017739845 5177.33740234375 4.902576923370361 6.0 +550.7302358422094 5186.54296875 4.9017558097839355 6.0 +550.7506699099613 5183.46044921875 4.902914047241211 6.0 +550.7711039777205 5192.74169921875 4.902164936065674 6.0 +550.7915381450148 5180.2685546875 4.90178108215332 6.0 +550.8119721118346 5185.736328125 4.902842998504639 6.0 +550.8324061786625 5189.53271484375 4.902944564819336 6.0 +550.8528403450255 5190.375 4.902941703796387 6.0 +550.8732743111468 5176.88330078125 4.901233196258545 6.0 +550.8937083768105 5185.22998046875 4.901882171630859 6.0 +550.914142542475 5186.83056640625 4.901336193084717 6.0 +550.934576507665 5188.80419921875 4.90359354019165 6.0 +550.9550105723974 5189.1005859375 4.9034881591796875 6.0 +550.9754447371306 5194.97509765625 4.903164386749268 6.0 +550.9958787013893 5189.48583984375 4.902748107910156 6.0 +551.0163128651911 5182.841796875 4.9010467529296875 6.0 +551.0367469289922 5193.3837890625 4.903192043304443 6.0 +551.0571809923204 5196.0751953125 4.901489734649658 6.0 +551.0776150554229 5191.771484375 4.903543949127197 6.0 +551.0980491180599 5193.8115234375 4.9025349617004395 6.0 +551.1184831806895 5189.16455078125 4.903334617614746 6.0 +551.1389172428608 5187.0869140625 4.902698516845703 6.0 +551.1593513045664 5184.48681640625 4.9024505615234375 6.0 +551.1797853662647 5196.5068359375 4.904294013977051 6.0 +551.2002194275046 5182.92333984375 4.902003288269043 6.0 +551.2206534882789 5192.8017578125 4.904125690460205 6.0 +551.2410875490459 5186.4013671875 4.902566909790039 6.0 +551.2615217093553 5194.18115234375 4.903336048126221 6.0 +551.2819556694303 5192.99951171875 4.902245044708252 6.0 +551.3023897290332 5191.43408203125 4.9019012451171875 6.0 +551.3228238884112 5192.2216796875 4.902900218963623 6.0 +551.3432578475549 5185.619140625 4.901957035064697 6.0 +551.36369200646 5179.76708984375 4.901302814483643 6.0 +551.384126064906 5193.80224609375 4.901715278625488 6.0 +551.4045600231184 5193.65087890625 4.9019269943237305 6.0 +551.4249941810922 5193.453125 4.901137351989746 6.0 +551.4454281386061 5188.849609375 4.901024341583252 6.0 +551.4658621958879 5200.3017578125 4.901488780975342 6.0 +551.4862963529304 5201.61474609375 4.901725769042969 6.0 +551.5067303097458 5197.4267578125 4.902045249938965 6.0 +551.5271643660963 5196.6103515625 4.900851249694824 6.0 +551.5475985222074 5191.640625 4.9014811515808105 6.0 +551.5680324778587 5200.1845703125 4.903713226318359 6.0 +551.5884665332778 5198.962890625 4.9041290283203125 6.0 +551.6089006884577 5202.037109375 4.9037604331970215 6.0 +551.6293347434112 5204.05078125 4.904229640960693 6.0 +551.649768797899 5190.2880859375 4.902395725250244 6.0 +551.6702028521468 5196.8447265625 4.9047651290893555 6.0 +551.690636906169 5188.5498046875 4.903400897979736 6.0 +551.7110709597182 5191.27978515625 4.904182434082031 6.0 +551.7315050132747 5202.2763671875 4.9050164222717285 6.0 +551.7519390661328 5182.15087890625 4.9027018547058105 6.0 +551.7723732189843 5189.0927734375 4.902154445648193 6.0 +551.7928071713759 5187.6982421875 4.902289390563965 6.0 +551.8132412235354 5189.296875 4.903049468994141 6.0 +551.8336753752228 5194.3984375 4.9033522605896 6.0 +551.8541093266831 5192.70068359375 4.901606559753418 6.0 +551.8745433779113 5190.87744140625 4.901152610778809 6.0 +551.9154114794292 5193.4619140625 4.90206241607666 6.0 +551.9358455297261 5201.84521484375 4.902177810668945 6.0 +551.9562796797836 5197.82568359375 4.90290641784668 6.0 +551.9767136293813 5198.79931640625 4.902057647705078 6.0 +551.9971477787476 5194.0361328125 4.903058052062988 6.0 +552.0175818278731 5194.99267578125 4.902528285980225 6.0 +552.0380157767722 5200.01220703125 4.903688907623291 6.0 +552.0584499252072 5192.05029296875 4.90331506729126 6.0 +552.0788839734014 5199.03759765625 4.903209209442139 6.0 +552.0993179211364 5204.62353515625 4.90432071685791 6.0 +552.1197520686401 5197.48876953125 4.90221643447876 6.0 +552.1401861159029 5199.58154296875 4.903826713562012 6.0 +552.1606200629394 5197.41259765625 4.903206825256348 6.0 +552.1810542095118 5187.4697265625 4.902384281158447 6.0 +552.2014882558433 5208.73388671875 4.904242992401123 6.0 +552.2219222017156 5197.4365234375 4.903223991394043 6.0 +552.2423563475895 5201.46923828125 4.902087211608887 6.0 +552.2627903929897 5209.2177734375 4.902200698852539 6.0 +552.2832243379307 5194.3583984375 4.9006805419921875 6.0 +552.3036584828733 5198.8349609375 4.901177406311035 6.0 +552.3240925273421 5206.06640625 4.903443813323975 6.0 +552.3445266715862 5197.29541015625 4.902761936187744 6.0 +552.3649606153631 5210.69677734375 4.904138088226318 6.0 +552.3853946589006 5200.5595703125 4.902518272399902 6.0 +552.4058288022134 5200.10498046875 4.903589248657227 6.0 +552.4262627450589 5200.42822265625 4.903239727020264 6.0 +552.446696787898 5201.96435546875 4.904294490814209 6.0 +552.4671309300466 5204.5625 4.903781414031982 6.0 +552.4875648721936 5195.35400390625 4.903746128082275 6.0 +552.5079989138685 5198.30126953125 4.903870105743408 6.0 +552.5284330553186 5212.53857421875 4.904256820678711 6.0 +552.5488669965343 5207.27197265625 4.902642250061035 6.0 +552.5693010372779 5200.5546875 4.903325080871582 6.0 +552.610169217849 5207.19287109375 4.904244899749756 6.0 +552.6306032578941 5194.6767578125 4.901248931884766 6.0 +552.6510372974808 5207.92919921875 4.904157638549805 6.0 +552.6714713365945 5206.05615234375 4.90379524230957 6.0 +552.6919053757156 5211.341796875 4.904819488525391 6.0 +552.712339414371 5201.67041015625 4.905509948730469 6.0 +552.7327734527935 5207.529296875 4.905727863311768 6.0 +552.7532074907431 5206.552734375 4.9044575691223145 6.0 +552.7736415284671 5204.38720703125 4.903552532196045 6.0 +552.7940755659511 5208.91357421875 4.905104637145996 6.0 +552.8145096029766 5203.576171875 4.9048686027526855 6.0 +552.8553775763285 5205.72705078125 4.903783798217773 6.0 +552.875811712649 5211.7763671875 4.904767036437988 6.0 +552.8962457485104 5203.0146484375 4.902278423309326 6.0 +552.9166796841382 5206.455078125 4.9032135009765625 6.0 +552.9371138192946 5211.06103515625 4.903980731964111 6.0 +552.9575478542247 5211.5966796875 4.903810024261475 6.0 +552.9779819889154 5216.7802734375 4.902690410614014 6.0 +553.0188499573778 5210.4072265625 4.903426647186279 6.0 +553.0597180246696 5205.52587890625 4.902421951293945 6.0 +553.080152057737 5212.9658203125 4.903676986694336 6.0 +553.1005861905651 5204.59716796875 4.903134346008301 6.0 +553.121020222934 5204.91943359375 4.9041523933410645 6.0 +553.1414541553022 5217.68798828125 4.904394626617432 6.0 +553.161888287199 5214.89404296875 4.903073787689209 6.0 +553.1823223186366 5209.98779296875 4.903555870056152 6.0 +553.2027562500734 5209.607421875 4.903756141662598 6.0 +553.2231903810389 5221.2197265625 4.906253337860107 6.0 +553.2436244115452 5202.421875 4.903862953186035 6.0 +553.2640583420507 5214.6611328125 4.905050754547119 6.0 +553.2844924720848 5198.85400390625 4.904889106750488 6.0 +553.3049265016598 5202.34521484375 4.903775691986084 6.0 +553.3253606312355 5205.4443359375 4.90529203414917 6.0 +553.3662285892133 5218.27880859375 4.905867576599121 6.0 +553.3866627176249 5214.97119140625 4.9047956466674805 6.0 +553.4070966457948 5210.9638671875 4.904994964599609 6.0 +553.42753067374 5205.22900390625 4.903310775756836 6.0 +553.4479648012202 5212.9306640625 4.9056620597839355 6.0 +553.4683987284589 5205.71240234375 4.902327537536621 6.0 +553.4888327554727 5202.31396484375 4.901663303375244 6.0 +553.5092667822537 5211.0830078125 4.903707504272461 6.0 +553.5297008085618 5207.765625 4.904563903808594 6.0 +553.5501348344114 5202.46337890625 4.90151309967041 6.0 +553.5705688602611 5209.48193359375 4.904296875 6.0 +553.5910028856379 5210.7119140625 4.903675079345703 6.0 +553.611436910789 5205.66650390625 4.9027099609375 6.0 +553.6318710354753 5217.72119140625 4.906167030334473 6.0 +553.6523049601528 5208.45166015625 4.902272701263428 6.0 +553.6727390841406 5217.48828125 4.902499675750732 6.0 +553.6931731081277 5226.30859375 4.903165340423584 6.0 +553.713607031641 5217.80224609375 4.902595043182373 6.0 +553.7340411549303 5206.93505859375 4.900423049926758 6.0 +553.754475177986 5211.94189453125 4.902549743652344 6.0 +553.774909100568 5208.40234375 4.903008460998535 6.0 +553.795343222926 5204.2216796875 4.901657581329346 6.0 +553.8157772448176 5211.1728515625 4.903975486755371 6.0 +553.8362111664683 5202.69775390625 4.903136730194092 6.0 +553.8566452878949 5218.50048828125 4.904001712799072 6.0 +553.877079309088 5217.1474609375 4.904789447784424 6.0 +553.8975132298074 5219.81298828125 4.904437065124512 6.0 +553.9179473503027 5212.1689453125 4.903481960296631 6.0 +553.9383813703316 5217.6650390625 4.903366565704346 6.0 +553.958815490354 5216.52734375 4.90256929397583 6.0 +553.9792494096837 5212.3779296875 4.902825832366943 6.0 +553.9996834290141 5220.8994140625 4.9036641120910645 6.0 +554.0201175478724 5209.03857421875 4.902057647705078 6.0 +554.0405514665035 5212.86181640625 4.901819229125977 6.0 +554.0609854849026 5219.5068359375 4.904201984405518 6.0 +554.0814196028296 5211.8251953125 4.901011943817139 6.0 +554.1018536205302 5216.30712890625 4.903315544128418 6.0 +554.1222875377644 5215.0087890625 4.902584075927734 6.0 +554.1427216549928 5206.87939453125 4.901195049285889 6.0 +554.1631555715285 5221.5244140625 4.903702735900879 6.0 +554.1835895880649 5212.927734375 4.902202129364014 6.0 +554.2040237041292 5212.3798828125 4.903172016143799 6.0 +554.2244576199664 5216.759765625 4.903351306915283 6.0 +554.2448916355715 5207.193359375 4.902975559234619 6.0 +554.2653257507045 5216.04296875 4.903130531311035 6.0 +554.2857596656104 5215.3486328125 4.903630256652832 6.0 +554.3061937800521 5232.8173828125 4.905515193939209 6.0 +554.3266277944858 5216.69482421875 4.903939723968506 6.0 +554.3470617082276 5218.86572265625 4.9041314125061035 6.0 +554.3674958219635 5219.9052734375 4.903952121734619 6.0 +554.3879298352404 5229.07373046875 4.903662204742432 6.0 +554.4083637482836 5217.083984375 4.902876377105713 6.0 +554.4287978610955 5214.04736328125 4.90200662612915 6.0 +554.4492318734337 5215.32958984375 4.902678966522217 6.0 +554.4696658855464 5209.91845703125 4.902890682220459 6.0 +554.4900998971862 5220.61181640625 4.9032182693481445 6.0 +554.5105339088332 5211.25244140625 4.902660846710205 6.0 +554.5309679197817 5211.2958984375 4.902596950531006 6.0 +554.5514019307302 5219.6494140625 4.90357780456543 6.0 +554.5718359412058 5225.08251953125 4.904289245605469 6.0 +554.5922699514558 5213.74462890625 4.903133392333984 6.0 +554.6127040612337 5215.6494140625 4.903566837310791 6.0 +554.6535720803367 5227.96484375 4.903425693511963 6.0 +554.6740060891825 5217.06396484375 4.903843879699707 6.0 +554.694439997802 5226.041015625 4.904048919677734 6.0 +554.7148741061901 5219.85888671875 4.901875972747803 6.0 +554.7353081143374 5216.9267578125 4.903295993804932 6.0 +554.7557420220255 5220.330078125 4.903067111968994 6.0 +554.7966101364655 5220.72509765625 4.9038615226745605 6.0 +554.8170440432223 5221.2666015625 4.902359485626221 6.0 +554.8374781497478 5221.73974609375 4.903615951538086 6.0 +554.8579121557996 5209.97607421875 4.9028639793396 6.0 +554.878346061625 5220.86962890625 4.904223442077637 6.0 +554.8987801672192 5224.82958984375 4.905156135559082 6.0 +554.9192140725718 5214.18310546875 4.904207229614258 6.0 +554.9396480774667 5225.10546875 4.903698921203613 6.0 +554.9600821818967 5214.95166015625 4.904041290283203 6.0 +554.9805161863187 5231.1279296875 4.90552282333374 6.0 +555.0009501902823 5220.533203125 4.904310703277588 6.0 +555.0213841940131 5229.078125 4.904226779937744 6.0 +555.0418181972709 5225.1298828125 4.904224395751953 6.0 +555.0622522003032 5227.8818359375 4.903615951538086 6.0 +555.0826862031026 5225.05419921875 4.905024528503418 6.0 +555.1031202054291 5220.9912109375 4.904094696044922 6.0 +555.1235542075301 5222.34033203125 4.9048285484313965 6.0 +555.1439882093982 5226.35498046875 4.905014991760254 6.0 +555.1644222107934 5221.4267578125 4.90469217300415 6.0 +555.1848563119638 5220.14404296875 4.903461933135986 6.0 +555.2052902128999 5223.34619140625 4.905251979827881 6.0 +555.2461583136028 5243.07421875 4.906740188598633 6.0 +555.2665922136075 5235.28564453125 4.905817031860352 6.0 +555.28702621314 5213.42578125 4.904807090759277 6.0 +555.3074603124478 5221.1123046875 4.905999183654785 6.0 +555.3278942115212 5224.015625 4.906080722808838 6.0 +555.3483283101232 5225.22607421875 4.906448841094971 6.0 +555.3687623084988 5227.92578125 4.906355857849121 6.0 +555.3891962064081 5229.1240234375 4.905660629272461 6.0 +555.4096303040787 5239.8271484375 4.907381057739258 6.0 +555.4300643015231 5226.365234375 4.905379772186279 6.0 +555.4504982987273 5219.38525390625 4.904972553253174 6.0 +555.4709322954732 5215.052734375 4.90454626083374 6.0 +555.4913662919862 5221.1572265625 4.905142784118652 6.0 +555.5118001880328 5215.197265625 4.904935836791992 6.0 +555.5322342838408 5223.8408203125 4.905642509460449 6.0 +555.5526682794225 5233.53076171875 4.906747341156006 6.0 +555.5731021747706 5230.0244140625 4.906108856201172 6.0 +555.5935362696473 5225.07568359375 4.906432628631592 6.0 +555.6139702642977 5218.74853515625 4.904437065124512 6.0 +555.6344041584816 5223.9091796875 4.905368804931641 6.0 +555.654838252427 5227.08447265625 4.9058332443237305 6.0 +555.675272246146 5219.95361328125 4.904709815979004 6.0 +555.6957063393929 5218.0419921875 4.905786514282227 6.0 +555.7161402324127 5217.5537109375 4.904751300811768 6.0 +555.7365742252005 5225.68408203125 4.905160903930664 6.0 +555.757008317516 5223.5107421875 4.905727863311768 6.0 +555.7774422096045 5225.0380859375 4.904804706573486 6.0 +555.7978762014609 5233.16064453125 4.904818534851074 6.0 +555.8183102928451 5222.99169921875 4.905211448669434 6.0 +555.8387441840023 5224.5341796875 4.905235767364502 6.0 +555.8591781746945 5225.81689453125 4.905179023742676 6.0 +555.8796122653803 5220.779296875 4.90527868270874 6.0 +555.9000461553733 5228.92578125 4.905027866363525 6.0 +555.920480145367 5223.333984375 4.90504264831543 6.0 +555.9409142348886 5223.1875 4.906003952026367 6.0 +555.9613481241831 5224.12060546875 4.90531063079834 6.0 +555.9817821130127 5236.201171875 4.907214641571045 6.0 +556.0022162018358 5229.57177734375 4.905386924743652 6.0 +556.1248201268827 5224.052734375 4.906106948852539 6.0 +556.145254113384 5228.181640625 4.906879901885986 6.0 +556.1656880994196 5225.8359375 4.907159328460693 6.0 +556.1861220852152 5220.54052734375 4.905842304229736 6.0 +556.2065560705523 5232.173828125 4.906999588012695 6.0 +556.2474240407537 5226.52783203125 4.905633926391602 6.0 +556.2678580251595 5219.38818359375 4.905826091766357 6.0 +556.2882920093325 5233.92041015625 4.907758712768555 6.0 +556.329159876972 5224.73974609375 4.906384468078613 6.0 +556.3495939602144 5231.1357421875 4.906328201293945 6.0 +556.3700279429831 5232.119140625 4.906583309173584 6.0 +556.3904620257599 5229.56201171875 4.9064106941223145 6.0 +556.4108959080695 5223.11572265625 4.905279636383057 6.0 +556.4313298901398 5235.07861328125 4.9069318771362305 6.0 +556.4517639717524 5226.310546875 4.905517101287842 6.0 +556.4721978531306 5233.70458984375 4.906435966491699 6.0 +556.4926318342696 5228.98583984375 4.904839515686035 6.0 +556.5130659149509 5225.09619140625 4.906156539916992 6.0 +556.5334998953986 5226.6435546875 4.906352996826172 6.0 +556.5539337753726 5227.36767578125 4.905940532684326 6.0 +556.5743678553554 5226.60693359375 4.906849384307861 6.0 +556.5948018348718 5229.01708984375 4.906593322753906 6.0 +556.6152357139144 5229.51904296875 4.906697750091553 6.0 +556.6356697927331 5226.94775390625 4.906418323516846 6.0 +556.6561037713182 5227.9521484375 4.906303405761719 6.0 +556.6765376496624 5238.92822265625 4.908039093017578 6.0 +556.6969717275497 5220.26025390625 4.906578540802002 6.0 +556.7174057049706 5230.91162109375 4.906932353973389 6.0 +556.7582736593395 5217.5419921875 4.906029224395752 6.0 +556.778707635829 5242.345703125 4.907224178314209 6.0 +556.7991417123121 5232.3203125 4.907434463500977 6.0 +556.8400095638935 5233.796875 4.904727458953857 6.0 +556.8604436392125 5230.173828125 4.9055280685424805 6.0 +556.8808775143043 5231.6201171875 4.904938697814941 6.0 +556.9013114891641 5227.65185546875 4.905072212219238 6.0 +556.9217454635509 5229.37451171875 4.9067840576171875 6.0 +556.9421794377122 5225.31298828125 4.906700611114502 6.0 +556.9626134114078 5229.44873046875 4.906264781951904 6.0 +556.9830473848633 5217.55419921875 4.9059977531433105 6.0 +557.0034813580933 5224.5947265625 4.905326843261719 6.0 +557.0239153308503 5224.11279296875 4.906489372253418 6.0 +557.0443494033825 5226.77978515625 4.906214237213135 6.0 +557.0647832756804 5224.42822265625 4.906167030334473 6.0 +557.0852173475068 5220.447265625 4.906260967254639 6.0 +557.105651319107 5222.38623046875 4.906684398651123 6.0 +557.1260851904735 5223.525390625 4.90655517578125 6.0 +557.1465192613687 5233.77490234375 4.907646656036377 6.0 +557.1669532320375 5221.88818359375 4.906190872192383 6.0 +557.1873871022399 5221.11181640625 4.906510829925537 6.0 +557.2078211722037 5223.60693359375 4.905002593994141 6.0 +557.2282551419412 5214.7021484375 4.904918670654297 6.0 +557.2486890112123 5229.61376953125 4.906679630279541 6.0 +557.2691230804776 5228.57763671875 4.906633377075195 6.0 +557.2895570490509 5225.81201171875 4.906952857971191 6.0 +557.3099909173907 5221.79443359375 4.906229496002197 6.0 +557.3304249854918 5221.3251953125 4.906887054443359 6.0 +557.3508589533667 5224.65869140625 4.9070611000061035 6.0 +557.3712929207759 5226.29736328125 4.907075881958008 6.0 +557.391726887945 5232.90869140625 4.908247470855713 6.0 +557.4121608546557 5229.18798828125 4.9066057205200195 6.0 +557.4325949213671 5219.79736328125 4.906064510345459 6.0 +557.4530287873713 5222.8583984375 4.906323432922363 6.0 +557.4734627533835 5216.01171875 4.9053802490234375 6.0 +557.4938968189308 5230.32275390625 4.907451152801514 6.0 +557.5143307840044 5226.80810546875 4.907288551330566 6.0 +557.5347646490845 5217.8583984375 4.9053521156311035 6.0 +557.5551987137005 5223.1875 4.906551837921143 6.0 +557.575632577842 5217.00927734375 4.906495094299316 6.0 +557.5960665417588 5217.61279296875 4.906216144561768 6.0 +557.6165006054434 5229.009765625 4.907074928283691 6.0 +557.6369344688865 5231.95166015625 4.906957149505615 6.0 +557.6573684318719 5226.5947265625 4.906965255737305 6.0 +557.6778024946252 5221.6455078125 4.907338619232178 6.0 +557.6982363569041 5221.4716796875 4.9067912101745605 6.0 +557.7186703189582 5219.60107421875 4.906447410583496 6.0 +557.7391043807802 5222.73828125 4.906912803649902 6.0 +557.7595382421277 5219.73291015625 4.906457424163818 6.0 +557.7799723032513 5225.40185546875 4.9066948890686035 6.0 +557.8004062639084 5236.07763671875 4.9080634117126465 6.0 +557.8208401245574 5230.84619140625 4.9063920974731445 6.0 +557.8412741845168 5227.025390625 4.906584739685059 6.0 +557.8617081444754 5227.1240234375 4.9067511558532715 6.0 +557.8821421039611 5222.10888671875 4.905886173248291 6.0 +557.9025760632212 5231.20751953125 4.906344413757324 6.0 +557.9230100220157 5221.60302734375 4.905421733856201 6.0 +557.94344398057 5231.267578125 4.906208038330078 6.0 +557.9638779388988 5213.40576171875 4.904594421386719 6.0 +557.9843118967619 5210.62646484375 4.903909683227539 6.0 +558.004745854385 5223.123046875 4.9053730964660645 6.0 +558.0251799115504 5226.87060546875 4.905993461608887 6.0 +558.0456137684814 5221.2373046875 4.905592441558838 6.0 +558.0660477251731 5218.84130859375 4.904006481170654 6.0 +558.0864817814072 5220.3583984375 4.90556001663208 6.0 +558.1069156374069 5222.48095703125 4.9072113037109375 6.0 +558.1273496931681 5217.94189453125 4.905043601989746 6.0 +558.1477836484701 5209.2021484375 4.905247211456299 6.0 +558.1682175035385 5221.54541015625 4.905997276306152 6.0 +558.1886515583683 5212.89453125 4.904733657836914 6.0 +558.209085512739 5211.06640625 4.904083728790283 6.0 +558.229519366876 5211.11865234375 4.90367317199707 6.0 +558.2499534205417 5213.099609375 4.904117584228516 6.0 +558.2703873739811 5206.72021484375 4.905185222625732 6.0 +558.2908212271868 5220.7861328125 4.904546737670898 6.0 +558.3112552799212 5215.4814453125 4.905560493469238 6.0 +558.3316891324284 5212.0107421875 4.904435157775879 6.0 +558.3521230847036 5216.81201171875 4.905909061431885 6.0 +558.3929910880834 5214.41650390625 4.905173301696777 6.0 +558.4134249391936 5200.9775390625 4.904923439025879 6.0 +558.4338589900653 5220.3369140625 4.9062066078186035 6.0 +558.474726891116 5215.12841796875 4.905989170074463 6.0 +558.4951608410629 5213.3193359375 4.9056196212768555 6.0 +558.5155947905441 5209.12841796875 4.905492305755615 6.0 +558.536028839786 5224.26953125 4.906306266784668 6.0 +558.5564626888008 5205.62646484375 4.904784679412842 6.0 +558.5768966375836 5211.33203125 4.905934810638428 6.0 +558.5973306858941 5206.81689453125 4.905190944671631 6.0 +558.6177645339776 5210.74560546875 4.905101776123047 6.0 +558.6381984815962 5218.09814453125 4.905980587005615 6.0 +558.6586325289754 5218.9052734375 4.905811309814453 6.0 +558.6790663758948 5210.5908203125 4.906495571136475 6.0 +558.6995003228149 5215.2666015625 4.905290603637695 6.0 +558.7199343692628 5204.53955078125 4.905602931976318 6.0 +558.7403682152508 5222.3515625 4.907783031463623 6.0 +558.7608021610067 5213.2001953125 4.906642913818359 6.0 +558.7812362065233 5218.39599609375 4.906567573547363 6.0 +558.80167005158 5208.9677734375 4.905071258544922 6.0 +558.8221039964046 5202.1435546875 4.9040985107421875 6.0 +558.8425380409899 5205.2607421875 4.903292655944824 6.0 +558.862971985116 5205.1357421875 4.904687881469727 6.0 +558.8834059290093 5203.3125 4.904836654663086 6.0 +558.9038398724297 5199.73291015625 4.903480529785156 6.0 +558.9242738158573 5207.521484375 4.905191898345947 6.0 +558.9447077585864 5203.7509765625 4.904433727264404 6.0 +558.9651417013083 5210.8056640625 4.904503345489502 6.0 +558.985575543571 5205.34765625 4.905003547668457 6.0 +559.0264435269273 5195.07177734375 4.903658866882324 6.0 +559.0468774682595 5214.0625 4.904561996459961 6.0 +559.0673114093588 5201.2236328125 4.90326452255249 6.0 +559.0877453499852 5207.396484375 4.905002593994141 6.0 +559.1081791903853 5206.51708984375 4.903303146362305 6.0 +559.1286132303212 5208.93798828125 4.90465784072876 6.0 +559.1490471700163 5203.40380859375 4.904520034790039 6.0 +559.169481009485 5210.6337890625 4.904895305633545 6.0 +559.1899150484896 5209.27783203125 4.904613494873047 6.0 +559.2103489872534 5205.43701171875 4.904132843017578 6.0 +559.2307830255595 5198.9931640625 4.90233039855957 6.0 +559.2512168636313 5207.376953125 4.902805805206299 6.0 +559.2716508014637 5207.44970703125 4.90292501449585 6.0 +559.2920848388385 5208.94482421875 4.9028544425964355 6.0 +559.3125186759789 5209.857421875 4.903569221496582 6.0 +559.33295261288 5206.82177734375 4.9038310050964355 6.0 +559.3533866493235 5193.00927734375 4.902642250061035 6.0 +559.3738205855334 5222.67236328125 4.904862403869629 6.0 +559.3942544212696 5201.91455078125 4.901460647583008 6.0 +559.4146884567817 5207.14794921875 4.903595447540283 6.0 +559.435122392053 5202.8251953125 4.901681900024414 6.0 +559.4555562268652 5197.74853515625 4.9027934074401855 6.0 +559.475990261446 5200.884765625 4.9033026695251465 6.0 +559.4964241955604 5198.4345703125 4.902637004852295 6.0 +559.5168580294339 5193.75244140625 4.902231693267822 6.0 +559.5372920630834 5200.66552734375 4.90352201461792 6.0 +559.5577259962593 5195.41796875 4.902952194213867 6.0 +559.5781600292103 5185.50341796875 4.9032440185546875 6.0 +559.5985938619269 5192.66064453125 4.902129173278809 6.0 +559.6190277941787 5202.123046875 4.903912544250488 6.0 +559.6394617261903 5197.79296875 4.9042158126831055 6.0 +559.6598956579764 5195.3115234375 4.903852462768555 6.0 +559.6803295892896 5198.7822265625 4.904675483703613 6.0 +559.7007635201444 5206.18994140625 4.905245304107666 6.0 +559.7211974509992 5200.18212890625 4.904652118682861 6.0 +559.7416313813883 5202.67333984375 4.903712272644043 6.0 +559.7620653113045 5197.45703125 4.903725624084473 6.0 +559.7824992409951 5192.34716796875 4.902807235717773 6.0 +559.8029331704456 5199.68115234375 4.904294967651367 6.0 +559.8233670994377 5188.95361328125 4.903225421905518 6.0 +559.843801028197 5198.3603515625 4.9030022621154785 6.0 +559.8642349567235 5200.123046875 4.903810977935791 6.0 +559.884668884777 5193.53271484375 4.9040632247924805 6.0 +559.905102812605 5193.58642578125 4.903669357299805 6.0 +559.9255368401937 5189.51611328125 4.90283727645874 6.0 +559.9459707673232 5190.2685546875 4.902174472808838 6.0 +559.9664045939862 5183.34326171875 4.901752471923828 6.0 +559.9868386206435 5180.30322265625 4.902825832366943 6.0 +560.0072725468417 5185.72412109375 4.902167320251465 6.0 +560.0277063725734 5186.3017578125 4.901806831359863 6.0 +560.0481403980666 5203.72216796875 4.9052839279174805 6.0 +560.0685743233335 5176.04296875 4.900033950805664 6.0 +560.0890081481339 5199.68359375 4.903791427612305 6.0 +560.1094421729285 5189.6513671875 4.902803421020508 6.0 +560.1298760970312 5185.65380859375 4.9027018547058105 6.0 +560.1503099209003 5191.08251953125 4.903019905090332 6.0 +560.1707439445308 5197.89013671875 4.904540061950684 6.0 +560.191177867935 5190.6201171875 4.902614116668701 6.0 +560.2116117908736 5192.36376953125 4.902305603027344 6.0 +560.2320457133392 5189.82861328125 4.902777194976807 6.0 +560.252479635812 5180.73388671875 4.902347087860107 6.0 +560.2729135578193 5190.38818359375 4.902955532073975 6.0 +560.2933474793535 5184.1669921875 4.903226375579834 6.0 +560.3137814006623 5196.8134765625 4.902940273284912 6.0 +560.3342154217389 5193.5029296875 4.90319299697876 6.0 +560.3546492423411 5186.0341796875 4.901738166809082 6.0 +560.3750831627185 5195.515625 4.9034624099731445 6.0 +560.3955170828631 5181.72607421875 4.9033732414245605 6.0 +560.4159510025347 5181.689453125 4.902005672454834 6.0 +560.4363849219808 5184.9189453125 4.9011030197143555 6.0 +560.456818940962 5188.9931640625 4.902087211608887 6.0 +560.4772527597015 5187.8984375 4.901678085327148 6.0 +560.4976866782163 5197.7724609375 4.903090476989746 6.0 +560.5181206962661 5183.486328125 4.9013848304748535 6.0 +560.5385545140743 5183.0771484375 4.900623798370361 6.0 +560.5589884316578 5200.19775390625 4.901552677154541 6.0 +560.5794224487763 5180.83642578125 4.901163101196289 6.0 +560.5998562654204 5186.599609375 4.901430606842041 6.0 +560.6202901820725 5172.578125 4.89968204498291 6.0 +560.6407241982597 5189.97998046875 4.903331279754639 6.0 +560.6611580139725 5189.400390625 4.904280185699463 6.0 +560.6815920294612 5181.78955078125 4.902700901031494 6.0 +560.7020259447163 5189.91650390625 4.903770446777344 6.0 +560.7224597594977 5185.416015625 4.904088497161865 6.0 +560.7428937740551 5180.77294921875 4.9032487869262695 6.0 +560.7633276883789 5182.18994140625 4.903920650482178 6.0 +560.7837616022298 5183.8935546875 4.903098106384277 6.0 +560.8041955158551 5186.44287109375 4.903336524963379 6.0 +560.8246294290147 5184.68017578125 4.902383327484131 6.0 +560.8450633419343 5180.26171875 4.902852535247803 6.0 +560.8654972546283 5191.75 4.902242660522461 6.0 +560.8859311668566 5187.78173828125 4.902012348175049 6.0 +560.9063650788448 5177.6484375 4.8990159034729 6.0 +560.9267990903754 5173.9833984375 4.897565841674805 6.0 +560.9472329016717 5178.7919921875 4.8991241455078125 6.0 +560.9881008233278 5171.7900390625 4.900492191314697 6.0 +561.0085346336928 5171.16162109375 4.901707172393799 6.0 +561.0494024534855 5185.52783203125 4.901901721954346 6.0 +561.069836362687 5177.32958984375 4.901432514190674 6.0 +561.0902703718821 5182.607421875 4.902026653289795 6.0 +561.1107041803843 5180.0361328125 4.901209354400635 6.0 +561.1311380888874 5179.78515625 4.9017133712768555 6.0 +561.1515720969182 5174.36328125 4.900705337524414 6.0 +561.172005904722 5180.31494140625 4.901729583740234 6.0 +561.1924398120609 5173.29736328125 4.8994035720825195 6.0 +561.2128738191604 5174.9111328125 4.90040922164917 6.0 +561.2333076260329 5183.04296875 4.900125980377197 6.0 +561.2537415324405 5173.53173828125 4.9007954597473145 6.0 +561.2741755383759 5167.0517578125 4.900643348693848 6.0 +561.2946094443178 5177.302734375 4.902719497680664 6.0 +561.3150432497932 5186.0927734375 4.903322219848633 6.0 +561.3354772547973 5173.24560546875 4.902412414550781 6.0 +561.355911159575 5180.41064453125 4.902973651885986 6.0 +561.3763449641192 5188.2314453125 4.903891563415527 6.0 +561.3967789684248 5175.607421875 4.902313232421875 6.0 +561.4172128720384 5174.87548828125 4.901272773742676 6.0 +561.4376468756454 5180.2509765625 4.901513576507568 6.0 +561.4580806787926 5194.08544921875 4.9023590087890625 6.0 +561.4785145817077 5187.06494140625 4.902712345123291 6.0 +561.5193823863665 5174.6337890625 4.899496555328369 6.0 +561.5398162883503 5173.65966796875 4.901081085205078 6.0 +561.5602502898619 5169.75146484375 4.899691581726074 6.0 +561.5806840911464 5167.3798828125 4.899298667907715 6.0 +561.601117991966 5169.33642578125 4.90000581741333 6.0 +561.6215519925463 5165.09765625 4.898938179016113 6.0 +561.6419857928995 5172.337890625 4.89915657043457 6.0 +561.6624196927878 5170.216796875 4.899163722991943 6.0 +561.6828536924368 5171.29833984375 4.899812698364258 6.0 +561.7032874916258 5168.58935546875 4.899892330169678 6.0 +561.7237213905828 5164.26416015625 4.899807929992676 6.0 +561.7441553893004 5169.158203125 4.898060321807861 6.0 +561.7645891875582 5169.953125 4.899155139923096 6.0 +561.7850231855846 5181.86328125 4.900641918182373 6.0 +561.8054570831373 5181.236328125 4.902373790740967 6.0 +561.8258908804637 5169.2998046875 4.901259422302246 6.0 +561.8463248775588 5169.251953125 4.900895118713379 6.0 +561.8667587741802 5166.41748046875 4.900018215179443 6.0 +561.8871925705753 5170.46630859375 4.900730133056641 6.0 +561.907626566739 5167.7783203125 4.899852275848389 6.0 +561.9280604624291 5169.23583984375 4.898725986480713 6.0 +561.9484942576601 5170.95361328125 4.896443843841553 6.0 +561.9689282526597 5171.244140625 4.897134780883789 6.0 +562.0097959419509 5176.66162109375 4.899347305297852 6.0 +562.0302299360192 5166.01611328125 4.900845050811768 6.0 +562.0506638296138 5167.52001953125 4.901303768157959 6.0 +562.091531616119 5168.3935546875 4.900945663452148 6.0 +562.1119655090151 5171.3974609375 4.901679515838623 6.0 +562.1323995014536 5164.3583984375 4.898868560791016 6.0 +562.1528332934249 5168.57568359375 4.899476528167725 6.0 +562.1732671853897 5182.24658203125 4.90135383605957 6.0 +562.193701176664 5171.77490234375 4.898712635040283 6.0 +562.2141349679368 5165.64404296875 4.900398254394531 6.0 +562.2345688587375 5185.33544921875 4.902758598327637 6.0 +562.2550028490805 5171.30029296875 4.901611328125 6.0 +562.2958705290584 5168.11669921875 4.901422023773193 6.0 +562.316304518703 5175.01025390625 4.902133941650391 6.0 +562.3367384078738 5167.65185546875 4.901959419250488 6.0 +562.3571721965855 5180.400390625 4.902009963989258 6.0 +562.3776061850658 5169.544921875 4.90122652053833 6.0 +562.3980400733126 5172.41064453125 4.90226411819458 6.0 +562.4389078488675 5167.78466796875 4.900528907775879 6.0 +562.4797755227919 5166.7421875 4.901329040527344 6.0 +562.5002095094096 5177.96923828125 4.902348041534424 6.0 +562.5206432955601 5162.0087890625 4.898740768432617 6.0 +562.5410772814721 5161.9013671875 4.899742126464844 6.0 +562.5615111671577 5164.1005859375 4.899806499481201 6.0 +562.581944952377 5167.14111328125 4.901134490966797 6.0 +562.6023789373576 5163.68310546875 4.900186538696289 6.0 +562.6432467061677 5159.92529296875 4.899917125701904 6.0 +562.6636805902162 5171.9609375 4.900017261505127 6.0 +562.6841144738064 5163.41796875 4.900644302368164 6.0 +562.7045483569236 5164.169921875 4.899840354919434 6.0 +562.7249822400481 5172.130859375 4.901309490203857 6.0 +562.745416122707 5170.01171875 4.901136875152588 6.0 +562.7658500049001 5168.611328125 4.901379108428955 6.0 +562.786283986854 5156.3623046875 4.90109920501709 6.0 +562.8067177685807 5162.90087890625 4.901443004608154 6.0 +562.8271516498353 5164.16552734375 4.901180744171143 6.0 +562.8475856308651 5171.8525390625 4.9018235206604 6.0 +562.8680194116605 5167.1201171875 4.901011943817139 6.0 +562.8884533919845 5168.984375 4.901365756988525 6.0 +562.9088872718494 5171.7548828125 4.902502059936523 6.0 +562.9293210514807 5167.2880859375 4.90164041519165 6.0 +562.9497550308733 5162.03759765625 4.900827407836914 6.0 +562.9701889100397 5167.10205078125 4.902187824249268 6.0 +562.9906226887397 5171.92041015625 4.901209831237793 6.0 +563.0110566669682 5162.3095703125 4.90061092376709 6.0 +563.0314905452033 5174.63916015625 4.900845527648926 6.0 +563.0519243227391 5168.419921875 4.900864124298096 6.0 +563.0723583002691 5170.9228515625 4.901134014129639 6.0 +563.09279217734 5165.30859375 4.899870872497559 6.0 +563.1132260539453 5168.23388671875 4.900668621063232 6.0 +563.1336599303104 5165.7216796875 4.900783061981201 6.0 +563.15409380645 5166.2724609375 4.902054309844971 6.0 +563.174527582356 5161.8388671875 4.901459217071533 6.0 +563.1949615577905 5165.83349609375 4.901885509490967 6.0 +563.215395432766 5163.8046875 4.900935173034668 6.0 +563.2358293075085 5170.65478515625 4.901439666748047 6.0 +563.256263182011 5168.7763671875 4.90034294128418 6.0 +563.2766970560551 5170.93701171875 4.900996208190918 6.0 +563.2971310298672 5169.486328125 4.900169849395752 6.0 +563.3175648032047 5170.93359375 4.899319648742676 6.0 +563.3379986765503 5170.181640625 4.899848461151123 6.0 +563.3584326491982 5171.85302734375 4.900590419769287 6.0 +563.3788664216045 5169.3759765625 4.8990373611450195 6.0 +563.3993002937859 5166.0810546875 4.900339603424072 6.0 +563.4197342657353 5171.296875 4.899291038513184 6.0 +563.4401680372102 5161.228515625 4.899267196655273 6.0 +563.4606019082275 5169.47509765625 4.898740291595459 6.0 +563.4810358792456 5164.96630859375 4.900264739990234 6.0 +563.5014696495564 5156.55908203125 4.899315357208252 6.0 +563.5219035198752 5167.51513671875 4.901187419891357 6.0 +563.5423374897291 5162.62646484375 4.901520252227783 6.0 +563.5627712591086 5168.16064453125 4.900927543640137 6.0 +563.5832051282632 5160.51171875 4.900851726531982 6.0 +563.6036390971858 5164.537109375 4.90131139755249 6.0 +563.644506833858 5166.322265625 4.902286529541016 6.0 +563.6649407018485 5164.50341796875 4.9006757736206055 6.0 +563.6853745693661 5168.3310546875 4.901219844818115 6.0 +563.7058084364253 5168.14697265625 4.901644229888916 6.0 +563.7262423034845 5175.068359375 4.901969909667969 6.0 +563.7466761700707 5170.27685546875 4.902687072753906 6.0 +563.7671101361993 5167.10791015625 4.902032852172852 6.0 +563.7875439020936 5165.1923828125 4.902593612670898 6.0 +563.8079777677485 5171.69140625 4.9013895988464355 6.0 +563.8284116329451 5170.40185546875 4.901447772979736 6.0 +563.8488454979088 5175.146484375 4.90235710144043 6.0 +563.8692793623995 5158.14453125 4.901193618774414 6.0 +563.8897132266648 5171.32958984375 4.901935577392578 6.0 +563.9101470904643 5163.7958984375 4.9010910987854 6.0 +563.9305808542558 5167.63671875 4.901861190795898 6.0 +563.9510148173576 5166.80810546875 4.902572154998779 6.0 +563.9714486804587 5171.9609375 4.9039106369018555 6.0 +563.9918826428548 5165.85009765625 4.902802467346191 6.0 +564.0123164052566 5173.765625 4.903479099273682 6.0 +564.0327502671862 5170.89453125 4.903586387634277 6.0 +564.0531842286582 5162.841796875 4.902446269989014 6.0 +564.0736179901287 5169.1328125 4.903133869171143 6.0 +564.0940518511343 5175.498046875 4.903417110443115 6.0 +564.1144858116677 5161.57958984375 4.901986598968506 6.0 +564.1349196719748 5172.06689453125 4.902932167053223 6.0 +564.1553534318082 5171.287109375 4.9025678634643555 6.0 +564.1757873916504 5175.291015625 4.903082847595215 6.0 +564.1962212507933 5164.6025390625 4.901019096374512 6.0 +564.2166550099355 5168.74365234375 4.901947021484375 6.0 +564.2370889683734 5171.9892578125 4.902978897094727 6.0 +564.2575228268179 5168.580078125 4.901854991912842 6.0 +564.2983905425353 5174.61328125 4.90302038192749 6.0 +564.3188243998156 5170.48974609375 4.901198387145996 6.0 +564.3392583568566 5170.5595703125 4.902163505554199 6.0 +564.4005599258962 5168.333984375 4.9030327796936035 6.0 +564.420993681546 5174.80078125 4.902747631072998 6.0 +564.4414275367308 5181.09814453125 4.902909755706787 6.0 +564.4618614919091 5172.2978515625 4.902799606323242 6.0 +564.4822952466275 5182.361328125 4.90352201461792 6.0 +564.502729100881 5174.7880859375 4.902034282684326 6.0 +564.5231630548951 5175.21923828125 4.9031805992126465 6.0 +564.5435968086822 5172.68798828125 4.902007579803467 6.0 +564.5640306620044 5174.5654296875 4.902525901794434 6.0 +564.5844645150864 5195.8515625 4.9041314125061035 6.0 +564.6048983677101 5180.34130859375 4.903708457946777 6.0 +564.625332220101 5184.1982421875 4.9030537605285645 6.0 +564.6457660722517 5176.8681640625 4.903054714202881 6.0 +564.6661999239441 5182.71142578125 4.903343677520752 6.0 +564.6866337751708 5181.29736328125 4.903524875640869 6.0 +564.707067726391 5180.22705078125 4.903992176055908 6.0 +564.7275014771512 5182.85009765625 4.903909683227539 6.0 +564.7479354274474 5189.7822265625 4.9042205810546875 6.0 +564.7683692775026 5183.197265625 4.902657985687256 6.0 +564.7888030273316 5175.80029296875 4.902684688568115 6.0 +564.8092369766964 5184.341796875 4.90169620513916 6.0 +564.8296708258204 5183.19580078125 4.903210163116455 6.0 +564.8501045744852 5179.470703125 4.901798725128174 6.0 +564.8705385229187 5180.21435546875 4.904001712799072 6.0 +564.9114061186119 5173.19775390625 4.902643203735352 6.0 +564.9318400661141 5178.99853515625 4.902730941772461 6.0 +564.9522739131426 5186.40234375 4.903707027435303 6.0 +565.0340092982515 5179.052734375 4.9024786949157715 6.0 +565.0544431436574 5192.96435546875 4.904368877410889 6.0 +565.0748769888232 5181.18603515625 4.90339994430542 6.0 +565.0953109335314 5188.89892578125 4.904965877532959 6.0 +565.1157447779988 5184.1083984375 4.90470552444458 6.0 +565.136178522007 5180.76708984375 4.904608726501465 6.0 +565.1566124660167 5186.7978515625 4.904204845428467 6.0 +565.1770463093271 5188.36767578125 4.905112266540527 6.0 +565.1974800523967 5189.2216796875 4.9054436683654785 6.0 +565.2179139952423 5188.61083984375 4.905827045440674 6.0 +565.2383477376206 5188.623046875 4.905409812927246 6.0 +565.2587815797597 5184.0126953125 4.9045820236206055 6.0 +565.2792155216739 5190.37353515625 4.905564308166504 6.0 +565.299649263121 5183.77783203125 4.9051923751831055 6.0 +565.3200831040958 5186.69482421875 4.9056620597839355 6.0 +565.3405170450787 5178.89892578125 4.904319763183594 6.0 +565.3609507853616 5183.154296875 4.903947353363037 6.0 +565.381384625638 5208.1181640625 4.909242630004883 6.0 +565.4018185654568 5185.7578125 4.905409812927246 6.0 +565.4222523048084 5192.1591796875 4.905486106872559 6.0 +565.4426862439213 5188.751953125 4.905388355255127 6.0 +565.463120082808 5185.35595703125 4.905092716217041 6.0 +565.4835538212283 5198.71630859375 4.906412601470947 6.0 +565.5039877594099 5183.43115234375 4.904971122741699 6.0 +565.5244215971325 5184.9853515625 4.905134201049805 6.0 +565.5448554346221 5185.36669921875 4.904996871948242 6.0 +565.5652892718717 5185.8974609375 4.905529975891113 6.0 +565.5857231086629 5186.841796875 4.904750823974609 6.0 +565.606156945214 5191.42138671875 4.905605316162109 6.0 +565.6265907813067 5188.6396484375 4.905508041381836 6.0 +565.6470246171666 5188.7294921875 4.905791759490967 6.0 +565.6674584525608 5196.07763671875 4.905407905578613 6.0 +565.6878923877157 5182.0625 4.903578281402588 6.0 +565.7083261226435 5186.03173828125 4.90436315536499 6.0 +565.7287599570991 5186.9931640625 4.904852390289307 6.0 +565.7491938913299 5191.2021484375 4.904943466186523 6.0 +565.7696276250936 5189.32568359375 4.906930446624756 6.0 +565.7900614586251 5191.15380859375 4.907045364379883 6.0 +565.8104953916845 5193.6220703125 4.9051899909973145 6.0 +565.8309291245168 5185.39306640625 4.904374599456787 6.0 +565.8717968892452 5192.89990234375 4.904240608215332 6.0 +565.8922306211462 5190.26904296875 4.906890869140625 6.0 +565.9126645525757 5192.91455078125 4.904520511627197 6.0 +565.933098383779 5196.033203125 4.907492160797119 6.0 +565.9535321147487 5193.453125 4.905149936676025 6.0 +565.9739660452469 5195.06787109375 4.907255172729492 6.0 +565.9943997752853 5193.50537109375 4.907224178314209 6.0 +566.0148336050916 5187.81396484375 4.9071245193481445 6.0 +566.0352675346585 5191.1298828125 4.90573263168335 6.0 +566.0557013637663 5194.31298828125 4.908388137817383 6.0 +566.0761350926405 5197.13232421875 4.90818977355957 6.0 +566.0965690212761 5202.78466796875 4.909510135650635 6.0 +566.1170028494525 5200.42138671875 4.908594131469727 6.0 +566.1374365773954 5192.765625 4.906955718994141 6.0 +566.1578705048669 5193.9326171875 4.907871723175049 6.0 +566.1783043318792 5197.4384765625 4.90764856338501 6.0 +566.1987382588923 5197.162109375 4.908173561096191 6.0 +566.2191719854309 5184.296875 4.906615257263184 6.0 +566.2396058115119 5200.07470703125 4.907949447631836 6.0 +566.2600397373608 5193.2529296875 4.906630039215088 6.0 +566.2804734629681 5195.9755859375 4.9077324867248535 6.0 +566.3009072881177 5197.78173828125 4.908402442932129 6.0 +566.3213412130353 5187.72509765625 4.907519817352295 6.0 +566.3417749374785 5197.40576171875 4.908186912536621 6.0 +566.3622087616968 5202.68115234375 4.908708572387695 6.0 +566.3826426854503 5203.00634765625 4.909046649932861 6.0 +566.4030764089621 5196.10107421875 4.908380508422852 6.0 +566.4235102322491 5191.8583984375 4.9083638191223145 6.0 +566.443944155064 5188.78173828125 4.907679080963135 6.0 +566.4643778776517 5194.91064453125 4.907256126403809 6.0 +566.4848116997746 5193.98193359375 4.908592700958252 6.0 +566.5256794430825 5202.560546875 4.907630443572998 6.0 +567.4043335534006 5195.10546875 4.864036560058594 6.0 +567.4247673601494 5188.34326171875 4.875109672546387 6.0 +567.4452011666726 5190.205078125 4.876034736633301 6.0 +567.4656349727302 5193.14013671875 4.874155521392822 6.0 +567.4860687787805 5204.53662109375 4.879777431488037 6.0 +567.5065025841395 5196.5078125 4.880926132202148 6.0 +567.5269363892658 5196.212890625 4.884276866912842 6.0 +567.5473702941526 5199.2177734375 4.884400844573975 6.0 +567.5678039985796 5194.70166015625 4.885932445526123 6.0 +567.5882378027745 5204.1103515625 4.888615608215332 6.0 +567.6086717067301 5210.201171875 4.894319534301758 6.0 +567.6495393132573 5216.59130859375 4.896079063415527 6.0 +567.6699731162807 5219.35302734375 4.893873691558838 6.0 +567.7108407209453 5202.4228515625 4.895776271820068 6.0 +567.7312745225718 5205.68701171875 4.89632511138916 6.0 +567.7517082242048 5214.62646484375 4.897943496704102 6.0 +567.7721421253736 5213.85400390625 4.896981239318848 6.0 +567.7925759260688 5201.9462890625 4.898848056793213 6.0 +567.8130096265377 5209.6318359375 4.900515079498291 6.0 +567.8334435267752 5212.22119140625 4.900852203369141 6.0 +567.8538773265391 5206.4599609375 4.90084171295166 6.0 +567.8743111260774 5209.2353515625 4.901296138763428 6.0 +567.89474492515 5208.1943359375 4.902531623840332 6.0 +567.9151787239825 5219.1728515625 4.903863430023193 6.0 +567.9356125225895 5216.25927734375 4.9047722816467285 6.0 +567.9560463207308 5208.53466796875 4.904112815856934 6.0 +567.9764801183992 5221.35302734375 4.906002998352051 6.0 +567.9969140158428 5207.8154296875 4.906014442443848 6.0 +568.017347713052 5212.99951171875 4.907649040222168 6.0 +568.037781509789 5211.671875 4.906284809112549 6.0 +568.0582154063013 5208.009765625 4.906200408935547 6.0 +568.119516793733 5218.4619140625 4.905941963195801 6.0 +568.1399504888468 5208.92578125 4.906336784362793 6.0 +568.1603842837212 5221.96923828125 4.908931255340576 6.0 +568.180818178138 5214.19482421875 4.906851291656494 6.0 +568.2012518723204 5216.89599609375 4.908290386199951 6.0 +568.2216856660307 5217.3603515625 4.909578323364258 6.0 +568.2421195595161 5217.96484375 4.9093170166015625 6.0 +568.2829870453133 5215.64990234375 4.90883207321167 6.0 +568.3034209378675 5224.37744140625 4.909956455230713 6.0 +568.3238546299544 5223.064453125 4.91089391708374 6.0 +568.34428852157 5220.96630859375 4.91131591796875 6.0 +568.364722313192 5221.41259765625 4.911580562591553 6.0 +568.3851561041083 5222.54345703125 4.9113264083862305 6.0 +568.4055898950319 5215.1767578125 4.910981178283691 6.0 +568.4260236854898 5221.0478515625 4.90987491607666 6.0 +568.446457475482 5231.6640625 4.911398410797119 6.0 +568.4668912652342 5220.4921875 4.910398483276367 6.0 +568.4873250547607 5227.802734375 4.911074161529541 6.0 +568.5077588438144 5225.6552734375 4.909928798675537 6.0 +568.5281927324104 5232.16357421875 4.909497261047363 6.0 +568.5486264210049 5229.1376953125 4.909599304199219 6.0 +568.5690602091272 5219.158203125 4.9104132652282715 6.0 +568.5894940967919 5231.07275390625 4.91197395324707 6.0 +568.6099277842222 5229.42431640625 4.913169860839844 6.0 +568.6303615711804 5223.3017578125 4.911633014678955 6.0 +568.6507954579138 5222.7197265625 4.912968158721924 6.0 +568.6712291444128 5235.38232421875 4.91347599029541 6.0 +568.6916630304404 5223.44775390625 4.9126482009887695 6.0 +568.7120967162409 5230.22216796875 4.913369655609131 6.0 +568.7325305015765 5224.55322265625 4.912686347961426 6.0 +568.7529643866728 5239.15869140625 4.912464141845703 6.0 +568.7733980713092 5233.16943359375 4.9121880531311035 6.0 +568.7938318557135 5228.16796875 4.911376953125 6.0 +568.8142657398785 5227.6953125 4.911156177520752 6.0 +568.8346994235835 5225.94921875 4.911624908447266 6.0 +568.8551332068237 5235.42626953125 4.912637710571289 6.0 +568.896000872599 5227.1875 4.911345481872559 6.0 +568.916434554907 5233.53466796875 4.913834095001221 6.0 +568.9368684369765 5229.77197265625 4.914414882659912 6.0 +568.9573022188197 5240.17626953125 4.914316177368164 6.0 +568.9777359001964 5230.93701171875 4.914661407470703 6.0 +568.9981697811018 5234.66943359375 4.914109230041504 6.0 +569.0186035617808 5241.02294921875 4.914732456207275 6.0 +569.0390374422277 5236.30712890625 4.913756847381592 6.0 +569.0594711222002 5237.1591796875 4.9128217697143555 6.0 +569.0799049019479 5228.65625 4.913951873779297 6.0 +569.1003387812234 5231.36279296875 4.912686347961426 6.0 +569.1207724602718 5243.8857421875 4.914050579071045 6.0 +569.1412062388554 5232.205078125 4.913278579711914 6.0 +569.1616401172068 5236.69482421875 4.914351463317871 6.0 +569.1820737953167 5240.615234375 4.913792610168457 6.0 +569.2025075729689 5243.822265625 4.913850784301758 6.0 +569.2229414501489 5234.42138671875 4.913107395172119 6.0 +569.2433751271019 5231.57275390625 4.913782596588135 6.0 +569.2638089038228 5237.6318359375 4.914065361022949 6.0 +569.2842427800788 5235.85205078125 4.914118766784668 6.0 +569.3046764560931 5230.193359375 4.913924694061279 6.0 +569.3251102318827 5245.18115234375 4.916021347045898 6.0 +569.3455441069673 5237.68798828125 4.914793968200684 6.0 +569.3659778820584 5239.54150390625 4.915806293487549 6.0 +569.3864116566838 5236.8447265625 4.9152069091796875 6.0 +569.4068454310764 5246.70263671875 4.915487766265869 6.0 +569.4272791049953 5233.3896484375 4.914555549621582 6.0 +569.4477129784573 5243.97119140625 4.91364049911499 6.0 +569.4885804246733 5237.52880859375 4.913315296173096 6.0 +569.5090142974368 5250.38330078125 4.914609432220459 6.0 +569.5294480697339 5235.00537109375 4.910900115966797 6.0 +569.5498817415573 5237.818359375 4.913192272186279 6.0 +569.5703156131567 5243.02490234375 4.913346290588379 6.0 +569.5907493845152 5244.236328125 4.913552284240723 6.0 +569.6111830554146 5247.515625 4.914222717285156 6.0 +569.6316169260826 5231.333984375 4.913102149963379 6.0 +569.672484366245 5247.6162109375 4.915572166442871 6.0 +569.692918235749 5242.60009765625 4.915256500244141 6.0 +569.713352005012 5243.505859375 4.915241718292236 6.0 +569.7337858738174 5242.345703125 4.915214538574219 6.0 +569.7542195423885 5238.84716796875 4.9153313636779785 6.0 +569.7746533107274 5239.580078125 4.912415504455566 6.0 +569.7950871785943 5244.3330078125 4.91096830368042 6.0 +569.8155208460012 5236.6044921875 4.911778926849365 6.0 +569.8359546134016 5240.12841796875 4.911622047424316 6.0 +569.8768222468207 5245.546875 4.913776397705078 6.0 +569.8972559130634 5250.42236328125 4.915082931518555 6.0 +569.9176897788348 5245.57421875 4.914948463439941 6.0 +569.9381235443798 5243.75732421875 4.91568660736084 6.0 +569.9585572094511 5244.64501953125 4.915132999420166 6.0 +569.9789910742984 5232.5908203125 4.913794040679932 6.0 +569.9994248389121 5248.13623046875 4.91514778137207 6.0 +570.0198585030594 5247.3828125 4.914987564086914 6.0 +570.0402923669681 5249.146484375 4.913859844207764 6.0 +570.0607261304176 5240.1171875 4.913901329040527 6.0 +570.081159893627 5242.6005859375 4.914194583892822 6.0 +570.1220273188956 5237.43994140625 4.9145612716674805 6.0 +570.1424611811744 5248.40869140625 4.914936542510986 6.0 +570.1628949429942 5253.86962890625 4.915013313293457 6.0 +570.1833286043475 5250.2138671875 4.91303825378418 6.0 +570.2037624654622 5249.9169921875 4.9153666496276855 6.0 +570.2241962263506 5247.9072265625 4.914163589477539 6.0 +570.2446298867726 5250.306640625 4.91547966003418 6.0 +570.265063746956 5243.28759765625 4.915149211883545 6.0 +570.2854975066803 5246.828125 4.914900302886963 6.0 +570.3059312661717 5249.93505859375 4.915421962738037 6.0 +570.326365025423 5236.771484375 4.914146423339844 6.0 +570.3467987842159 5243.26513671875 4.914778232574463 6.0 +570.3672325425432 5237.173828125 4.914569854736328 6.0 +570.3876663006304 5244.43115234375 4.914270877838135 6.0 +570.4285339158887 5250.29443359375 4.91530704498291 6.0 +570.4489676730445 5240.68603515625 4.915065288543701 6.0 +570.4694013297412 5247.82666015625 4.915991306304932 6.0 +570.4898351862066 5240.916015625 4.914759635925293 6.0 +570.5102689421983 5247.90771484375 4.914546966552734 6.0 +570.5307025979637 5244.0400390625 4.914834022521973 6.0 +570.5511364532649 5238.01708984375 4.914853096008301 6.0 +570.5715702083253 5238.4228515625 4.915387153625488 6.0 +570.5920038631593 5252.71484375 4.915927410125732 6.0 +570.6124377175292 5244.595703125 4.915591239929199 6.0 +570.6328714716583 5241.52685546875 4.914645195007324 6.0 +570.673738978534 5239.4326171875 4.914278984069824 6.0 +570.6941727317317 5236.16259765625 4.915248870849609 6.0 +570.7350402367447 5238.71240234375 4.914811611175537 6.0 +570.7554739887782 5242.05908203125 4.915887832641602 6.0 +570.7759077403534 5229.18798828125 4.91407585144043 6.0 +570.7963414916958 5236.28955078125 4.915148735046387 6.0 +570.816775242798 5241.23583984375 4.915957927703857 6.0 +570.8372089934419 5239.79248046875 4.915942192077637 6.0 +570.8576427438529 5242.240234375 4.915799140930176 6.0 +570.878076493791 5230.767578125 4.9144158363342285 6.0 +570.8985102435036 5247.35888671875 4.916306972503662 6.0 +570.9189439927432 5243.1455078125 4.914587497711182 6.0 +570.9393777417572 5247.51171875 4.916309833526611 6.0 +570.9598115903063 5239.34912109375 4.915152549743652 6.0 +570.9802452386211 5243.36669921875 4.915299415588379 6.0 +571.0211128343144 5239.43994140625 4.914857864379883 6.0 +571.0415464814578 5236.56884765625 4.914119243621826 6.0 +571.0619802283763 5241.85791015625 4.914872646331787 6.0 +571.0824140750628 5248.63623046875 4.91422700881958 6.0 +571.1028477212822 5236.82958984375 4.912753582000732 6.0 +571.1232815672629 5241.35888671875 4.914761066436768 6.0 +571.1437153127845 5240.13720703125 4.915038585662842 6.0 +571.1641489580652 5240.5263671875 4.915113925933838 6.0 +571.184582802889 5234.94921875 4.914775848388672 6.0 +571.2050165474793 5242.18505859375 4.9139180183410645 6.0 +571.225450191836 5234.36376953125 4.91318416595459 6.0 +571.2458840357212 5234.728515625 4.912382125854492 6.0 +571.2663177791474 5235.63232421875 4.913367748260498 6.0 +571.2867515225662 5237.71875 4.912871360778809 6.0 +571.3071852652938 5242.94873046875 4.914515495300293 6.0 +571.3276190077886 5240.83642578125 4.9148149490356445 6.0 +571.3480527500433 5223.0048828125 4.913510799407959 6.0 +571.3684865918403 5241.1201171875 4.915246963500977 6.0 +571.388920233403 5227.30859375 4.913694381713867 6.0 +571.4093539747264 5238.7646484375 4.914920806884766 6.0 +571.4297878155921 5233.18896484375 4.915121555328369 6.0 +571.4502214559907 5239.2958984375 4.915009498596191 6.0 +571.4706552961507 5234.677734375 4.915308952331543 6.0 +571.4910889360835 5235.60986328125 4.914648056030273 6.0 +571.5115226755515 5223.435546875 4.913660049438477 6.0 +571.5319565145473 5244.1455078125 4.915205478668213 6.0 +571.5523901535489 5237.1474609375 4.914622783660889 6.0 +571.5728238918527 5242.7705078125 4.914875030517578 6.0 +571.5932577301501 5232.05615234375 4.913689136505127 6.0 +571.6136913677547 5243.38427734375 4.914507865905762 6.0 +571.63412510536 5235.1904296875 4.914139747619629 6.0 +571.6545589424932 5232.32568359375 4.914806842803955 6.0 +571.6749925791664 5230.951171875 4.913539409637451 6.0 +571.6954263156076 5235.69921875 4.915229320526123 6.0 +571.7158601518095 5231.6025390625 4.914361476898193 6.0 +571.7362937875514 5236.17626953125 4.915227890014648 6.0 +571.7567275228284 5228.775390625 4.914784908294678 6.0 +571.777161358099 5234.7197265625 4.914656639099121 6.0 +571.7975950926775 5236.30615234375 4.915009021759033 6.0 +571.8180287272553 5232.271484375 4.91477632522583 6.0 +571.8384625611288 5224.6630859375 4.914308071136475 6.0 +571.8588962950089 5227.3486328125 4.914603233337402 6.0 +571.8793300284233 5230.2734375 4.913954257965088 6.0 +571.8997637613647 5233.37353515625 4.914434432983398 6.0 +571.9201974940806 5230.86962890625 4.914200305938721 6.0 +571.9406313265645 5221.67578125 4.913726329803467 6.0 +571.9610649585738 5227.3544921875 4.914851188659668 6.0 +571.9814986901256 5225.71044921875 4.914095878601074 6.0 +572.001932521438 5226.54248046875 4.913725852966309 6.0 +572.0223661525233 5228.38818359375 4.913887977600098 6.0 +572.0427998831437 5215.9208984375 4.9133758544921875 6.0 +572.0632337135321 5224.01611328125 4.913645267486572 6.0 +572.1041010731351 5226.87890625 4.914827346801758 6.0 +572.1245348025914 5232.10302734375 4.914839744567871 6.0 +572.1449685313419 5238.09765625 4.915654182434082 6.0 +572.1654022600997 5225.10205078125 4.914280414581299 6.0 +572.1858359883918 5222.32958984375 4.913912773132324 6.0 +572.2062697164438 5223.58203125 4.914229869842529 6.0 +572.2471371711654 5220.494140625 4.91434907913208 6.0 +572.2675708980532 5222.39990234375 4.914508819580078 6.0 +572.2880047247163 5219.572265625 4.91437292098999 6.0 +572.308438450913 5222.7802734375 4.914535999298096 6.0 +572.3288720768687 5221.107421875 4.9143218994140625 6.0 +572.3493059026005 5220.828125 4.914013385772705 6.0 +572.3901732526574 5211.22900390625 4.912597179412842 6.0 +572.410607077225 5216.29248046875 4.91359806060791 6.0 +572.4310408013262 5219.74658203125 4.9139814376831055 6.0 +572.4719082488227 5221.0224609375 4.91360330581665 6.0 +572.4923419719853 5219.0068359375 4.912232875823975 6.0 +572.5127755949215 5218.70068359375 4.912930488586426 6.0 +572.5332094173937 5221.88671875 4.913270473480225 6.0 +572.5536431396322 5223.828125 4.913828372955322 6.0 +572.5740769613985 5218.19287109375 4.913388252258301 6.0 +572.5945105829378 5212.103515625 4.913334369659424 6.0 +572.6149443040049 5223.4912109375 4.914611339569092 6.0 +572.6353781248472 5217.0302734375 4.913516044616699 6.0 +572.6558117452223 5231.09912109375 4.915107250213623 6.0 +572.6762454653654 5223.73828125 4.913478374481201 6.0 +572.696679285269 5228.40380859375 4.913776397705078 6.0 +572.7171129047128 5221.2236328125 4.913124084472656 6.0 +572.7375466239173 5222.23876953125 4.9133758544921875 6.0 +572.7579804426641 5215.8828125 4.912219524383545 6.0 +572.7784141609445 5223.2021484375 4.912681579589844 6.0 +572.7988477792242 5218.05859375 4.912899017333984 6.0 +572.8192815967996 5216.17724609375 4.912318229675293 6.0 +572.8397153143815 5223.48486328125 4.913477897644043 6.0 +572.8601489312568 5221.72216796875 4.912906646728516 6.0 +572.880582748141 5228.28857421875 4.913931369781494 6.0 +572.901016364558 5216.97119140625 4.912446022033691 6.0 +572.9214501805036 5217.39111328125 4.912845611572266 6.0 +572.9418838962229 5207.87646484375 4.912497520446777 6.0 +572.9623175117085 5206.3984375 4.912239074707031 6.0 +572.9827513267228 5208.28173828125 4.912563800811768 6.0 +573.0031850412779 5212.21875 4.913223743438721 6.0 +573.0236186555994 5215.4931640625 4.913450717926025 6.0 +573.0440524696824 5209.6767578125 4.913194179534912 6.0 +573.0644861833061 5205.55322265625 4.912537097930908 6.0 +573.1053536096151 5210.02783203125 4.913090705871582 6.0 +573.1257873223076 5203.412109375 4.912187099456787 6.0 +573.1462210347672 5216.66455078125 4.913555145263672 6.0 +573.1666547465211 5210.6904296875 4.913242816925049 6.0 +573.1870884582822 5215.7236328125 4.913201808929443 6.0 +573.2075221695777 5215.1201171875 4.912756443023682 6.0 +573.2279558804003 5213.98876953125 4.912701606750488 6.0 +573.2483895909972 5221.203125 4.9132795333862305 6.0 +573.2688234013622 5212.955078125 4.913022518157959 6.0 +573.2892571112534 5210.11328125 4.912548542022705 6.0 +573.3096907209183 5204.15380859375 4.912300109863281 6.0 +573.3301245301191 5204.49365234375 4.911942005157471 6.0 +573.350558239079 5211.166015625 4.912563323974609 6.0 +573.3709918475797 5200.33447265625 4.912418365478516 6.0 +573.3914256558492 5199.14208984375 4.912012577056885 6.0 +573.4118593636449 5202.95361328125 4.912306785583496 6.0 +573.4322929712143 5202.14453125 4.912330150604248 6.0 +573.4527267783124 5194.9326171875 4.911515235900879 6.0 +573.473160485184 5203.69482421875 4.911691188812256 6.0 +573.4935940918222 5204.13623046875 4.912519931793213 6.0 +573.5140278979961 5198.384765625 4.911643981933594 6.0 +573.5344615036956 5192.66748046875 4.911627769470215 6.0 +573.5548952091704 5193.73095703125 4.911192417144775 6.0 +573.5753290144057 5196.498046875 4.911366939544678 6.0 +573.595762719182 5219.7734375 4.913686752319336 6.0 +573.6366301278031 5191.87060546875 4.9107136726379395 6.0 +573.6570638316407 5192.68017578125 4.911468029022217 6.0 +573.6774975350199 5194.40283203125 4.910445690155029 6.0 +573.6979312381591 5197.703125 4.9116692543029785 6.0 +573.7183649408398 5207.6201171875 4.912863254547119 6.0 +573.7387986432877 5198.37451171875 4.912044525146484 6.0 +573.7592323455028 5199.92236328125 4.912387847900391 6.0 +573.779666047245 5192.859375 4.911794185638428 6.0 +573.8000998485295 5210.599609375 4.913017272949219 6.0 +573.8205334495724 5198.58837890625 4.911863803863525 6.0 +573.8409671503905 5197.22802734375 4.912280559539795 6.0 +573.8614009507437 5200.423828125 4.912384986877441 6.0 +573.8818345508625 5207.80908203125 4.912703514099121 6.0 +573.9022682505092 5195.14306640625 4.911691188812256 6.0 +573.9227020499311 5202.9775390625 4.912222862243652 6.0 +573.9431356488785 5199.078125 4.911920547485352 6.0 +573.9635694476019 5206.39208984375 4.912639141082764 6.0 +573.9840031458589 5200.45947265625 4.9123969078063965 6.0 +574.0248705414342 5195.275390625 4.912271499633789 6.0 +574.0453042387599 5198.068359375 4.912546157836914 6.0 +574.0657378358446 5204.45556640625 4.912748336791992 6.0 +574.0861716324725 5200.52587890625 4.9123215675354 6.0 +574.106605328634 5198.794921875 4.911883354187012 6.0 +574.1270390245554 5197.28662109375 4.912400245666504 6.0 +574.1474727202512 5190.14892578125 4.911708831787109 6.0 +574.1679064154814 5195.52880859375 4.911952495574951 6.0 +574.1883401104715 5186.75537109375 4.910979747772217 6.0 +574.2087738050031 5197.92138671875 4.912092208862305 6.0 +574.229207499302 5201.400390625 4.912574768066406 6.0 +574.2496411931279 5190.13037109375 4.911223411560059 6.0 +574.290508579863 5196.08203125 4.912360191345215 6.0 +574.3109422727575 5194.6826171875 4.911768913269043 6.0 +574.3313759651937 5185.013671875 4.910735607147217 6.0 +574.3518096573971 5190.64501953125 4.911864757537842 6.0 +574.3722434493611 5187.91748046875 4.910822868347168 6.0 +574.3926770408652 5193.2431640625 4.912088871002197 6.0 +574.4131107319045 5182.013671875 4.911092281341553 6.0 +574.4335445227043 5177.48095703125 4.910451889038086 6.0 +574.4539781132771 5196.1015625 4.912186145782471 6.0 +574.474411803385 5188.4208984375 4.911484241485596 6.0 +574.4948455932536 5193.12548828125 4.9117584228515625 6.0 +574.5152791826622 5178.02197265625 4.910533905029297 6.0 +574.5357128718388 5193.68896484375 4.912059783935547 6.0 +574.5561466605432 5194.17333984375 4.9118146896362305 6.0 +574.5765802490205 5191.3359375 4.911275386810303 6.0 +574.5970139370329 5192.02685546875 4.911936283111572 6.0 +574.617447724806 5194.4921875 4.911501884460449 6.0 +574.6378814121199 5185.71533203125 4.910902500152588 6.0 +574.658315099201 5197.81298828125 4.912057399749756 6.0 +574.678748786042 5190.2275390625 4.911506652832031 6.0 +574.6991824724246 5200.10498046875 4.9120988845825195 6.0 +574.7196161583415 5177.078125 4.909907817840576 6.0 +574.7400498440184 5186.775390625 4.911231994628906 6.0 +574.7604835294696 5197.55908203125 4.912002086639404 6.0 +574.7809172144553 5191.49169921875 4.911247730255127 6.0 +574.8013508992008 5181.5556640625 4.910651683807373 6.0 +574.8217845834879 5179.126953125 4.910421848297119 6.0 +574.842218367543 5189.33154296875 4.911120414733887 6.0 +574.8626519511236 5179.78369140625 4.910019397735596 6.0 +574.8830856344794 5189.10205078125 4.911433219909668 6.0 +574.9035193173695 5187.14892578125 4.911244869232178 6.0 +574.9239530000195 5184.7958984375 4.9113054275512695 6.0 +574.9443866822112 5178.29736328125 4.9099812507629395 6.0 +574.96482036417 5188.5791015625 4.911479473114014 6.0 +574.9852540456559 5183.5068359375 4.910671234130859 6.0 +575.0056878271498 5184.36669921875 4.9108734130859375 6.0 +575.0261214079437 5184.17236328125 4.9105305671691895 6.0 +575.0465550884983 5177.806640625 4.910472869873047 6.0 +575.066988868828 5177.205078125 4.910314083099365 6.0 +575.0874224486906 5182.78125 4.910369396209717 6.0 +575.107856128081 5179.7666015625 4.910580158233643 6.0 +575.1282899072467 5176.4521484375 4.910545349121094 6.0 +575.1487234861779 5177.97607421875 4.909647464752197 6.0 +575.169157164637 5182.05615234375 4.910618305206299 6.0 +575.1895909428713 5184.05810546875 4.911381721496582 6.0 +575.2100246206392 5177.3701171875 4.909656524658203 6.0 +575.2304581981662 5180.30908203125 4.909353256225586 6.0 +575.2508919752363 5177.90185546875 4.909669399261475 6.0 +575.2713256520656 5176.43017578125 4.908761501312256 6.0 +575.2917592286685 5181.23291015625 4.910679817199707 6.0 +575.3121930048073 5177.71435546875 4.910040378570557 6.0 +575.3530604559128 5173.400390625 4.909888744354248 6.0 +575.3734940311188 5184.30859375 4.911166191101074 6.0 +575.3939277058525 5173.8603515625 4.909884929656982 6.0 +575.4143614801287 5177.5302734375 4.9102702140808105 6.0 +575.4552287279803 5176.8525390625 4.9100022315979 6.0 +575.4756625013179 5184.64306640625 4.910111427307129 6.0 +575.4960960744284 5179.4521484375 4.910008907318115 6.0 +575.5165297470667 5175.185546875 4.9099884033203125 6.0 +575.5369635194802 5175.96240234375 4.909766674041748 6.0 +575.5573970914265 5182.35791015625 4.910824775695801 6.0 +575.5778307631335 5178.53173828125 4.9099650382995605 6.0 +575.5982644343821 5174.68017578125 4.909951686859131 6.0 +575.6186981053979 5177.99658203125 4.910158157348633 6.0 +575.6391317761736 5171.5849609375 4.909462928771973 6.0 +575.6595654462581 5173.28076171875 4.909727096557617 6.0 +575.6799991163425 5175.92236328125 4.90889310836792 6.0 +575.7004328859548 5184.1650390625 4.910772323608398 6.0 +575.7208665553408 5179.20166015625 4.909610271453857 6.0 +575.7413001242603 5168.75341796875 4.9094696044921875 6.0 +575.7617338927084 5175.8369140625 4.909483432769775 6.0 +575.7821675609302 5175.09375 4.908879280090332 6.0 +575.8026011289185 5167.71923828125 4.908395290374756 6.0 +575.8230348964353 5168.53271484375 4.908167839050293 6.0 +575.8434685637258 5181.48828125 4.910159587860107 6.0 +575.8639021305498 5165.87744140625 4.908169746398926 6.0 +575.8843358971353 5181.85791015625 4.910121917724609 6.0 +575.9047695632617 5174.9853515625 4.910144805908203 6.0 +575.9456368945757 5179.5859375 4.910562515258789 6.0 +575.9660705597707 5167.6904296875 4.910136699676514 6.0 +575.9865041244993 5161.6982421875 4.908492565155029 6.0 +576.0069378889893 5179.400390625 4.910137176513672 6.0 +576.027371553253 5176.89501953125 4.910754680633545 6.0 +576.0478052170511 5167.748046875 4.90990686416626 6.0 +576.0682388803762 5168.9912109375 4.908838748931885 6.0 +576.0886725434757 5170.06591796875 4.909468650817871 6.0 +576.1091063063359 5165.09326171875 4.909661769866943 6.0 +576.1295399687369 5170.78369140625 4.909378528594971 6.0 +576.1499735306716 5163.91259765625 4.906251430511475 6.0 +576.1704072926077 5165.62060546875 4.908257007598877 6.0 +576.1908409538373 5167.67236328125 4.907778263092041 6.0 +576.2112745148406 5176.546875 4.9091291427612305 6.0 +576.2317082756053 5160.96923828125 4.908551216125488 6.0 +576.2521419359109 5180.70263671875 4.909847259521484 6.0 +576.2725754959829 5171.45166015625 4.90983772277832 6.0 +576.2930092558236 5170.33837890625 4.908792972564697 6.0 +576.3134428149569 5171.06005859375 4.909610748291016 6.0 +576.3338764740984 5163.3134765625 4.908511638641357 6.0 +576.3543102327676 5168.861328125 4.908836841583252 6.0 +576.3747437909769 5160.66552734375 4.907789707183838 6.0 +576.3951774489542 5165.99169921875 4.908171653747559 6.0 +576.4156112066994 5169.1552734375 4.90778112411499 6.0 +576.4360447639701 5164.318359375 4.907045841217041 6.0 +576.456478520784 5160.39697265625 4.9065046310424805 6.0 +576.476912177357 5158.79248046875 4.906959533691406 6.0 +576.4973457337037 5175.5048828125 4.908780574798584 6.0 +576.5177794895862 5161.56982421875 4.907230854034424 6.0 +576.5382131450024 5173.62890625 4.908483982086182 6.0 +576.5586468004112 5176.4052734375 4.909471035003662 6.0 +576.5790804551289 5174.4423828125 4.907729625701904 6.0 +576.5995141096064 5171.9921875 4.908731460571289 6.0 +576.6199477638584 5175.27734375 4.910557746887207 6.0 +576.6403814176447 5172.87939453125 4.909924507141113 6.0 +576.6608150711982 5171.83154296875 4.909852504730225 6.0 +576.6812487245115 5167.45068359375 4.908897876739502 6.0 +576.7016824771345 5171.720703125 4.909421443939209 6.0 +576.7221160297486 5184.1962890625 4.91098690032959 6.0 +576.7425496819051 5162.09228515625 4.907756328582764 6.0 +576.7629834335967 5152.6123046875 4.906811237335205 6.0 +576.7834169850539 5159.66943359375 4.907999038696289 6.0 +576.8038507362726 5166.93408203125 4.907127380371094 6.0 +576.8242843870321 5168.47412109375 4.904706954956055 6.0 +576.8447179373179 5157.7392578125 4.9048333168029785 6.0 +576.8651516873797 5164.38232421875 4.905851364135742 6.0 +576.8855853372079 5171.44580078125 4.906295299530029 6.0 +576.9060188865697 5165.04736328125 4.906977653503418 6.0 +576.92645263546 5168.478515625 4.909082889556885 6.0 +576.9468862843569 5176.28857421875 4.90862512588501 6.0 +576.967319932548 5168.9677734375 4.907808780670166 6.0 +576.9877535805135 5169.25830078125 4.909724235534668 6.0 +577.0081872282462 5165.556640625 4.908361911773682 6.0 +577.0490545225402 5167.52197265625 4.908877372741699 6.0 +577.0694881693416 5164.74755859375 4.906763553619385 6.0 +577.0899217154365 5171.29931640625 4.909095287322998 6.0 +577.1103554615402 5159.32861328125 4.905807971954346 6.0 +577.1307891071774 5165.353515625 4.906458377838135 6.0 +577.1512227523417 5164.89697265625 4.906702518463135 6.0 +577.1716563972805 5160.3212890625 4.906283378601074 6.0 +577.1920900417535 5161.7998046875 4.905452728271484 6.0 +577.2125237862201 5160.89208984375 4.90518856048584 6.0 +577.232957329994 5160.447265625 4.9056715965271 6.0 +577.2533909735357 5170.45947265625 4.906017303466797 6.0 +577.2738247168381 5166.09375 4.90619421005249 6.0 +577.3146919020583 5168.947265625 4.90675163269043 6.0 +577.3351256441965 5163.400390625 4.905209064483643 6.0 +577.3555591861077 5167.025390625 4.906589508056641 6.0 +577.375992827554 5164.68603515625 4.907345294952393 6.0 +577.396426568761 5172.919921875 4.90803337097168 6.0 +577.416860109508 5173.50927734375 4.909411907196045 6.0 +577.437293750023 5171.080078125 4.905070781707764 6.0 +577.4577274900657 5170.728515625 4.906164646148682 6.0 +577.4781610298814 5165.8505859375 4.905269622802734 6.0 +577.498594769233 5164.21923828125 4.9053120613098145 6.0 +577.5190284083437 5173.79248046875 4.907687664031982 6.0 +577.5394620472289 5169.15771484375 4.907258987426758 6.0 +577.5598956856484 5169.13525390625 4.907024383544922 6.0 +577.5803293235949 5172.0908203125 4.907637119293213 6.0 +577.6007629613159 5163.14794921875 4.907395839691162 6.0 +577.6211965985713 5178.15087890625 4.908516883850098 6.0 +577.6416302355865 5172.9873046875 4.90790319442749 6.0 +577.6620638723762 5178.75927734375 4.908226490020752 6.0 +577.6824975087002 5170.693359375 4.907297611236572 6.0 +577.7029311447841 5165.89306640625 4.905918598175049 6.0 +577.7233646804088 5165.7998046875 4.907525539398193 6.0 +577.7437984155695 5170.22998046875 4.906959533691406 6.0 +577.7642320507221 5172.04248046875 4.907953262329102 6.0 +577.7846655851827 5174.3154296875 4.908297061920166 6.0 +577.805099319412 5163.826171875 4.906223773956299 6.0 +577.8255329534004 5174.49658203125 4.907470226287842 6.0 +577.8459666869312 5171.744140625 4.9069318771362305 6.0 +577.8664002202277 5178.73779296875 4.9083662033081055 6.0 +577.8868338530519 5166.4326171875 4.907009601593018 6.0 +577.9072675856514 5167.85546875 4.906158447265625 6.0 +577.9277011180093 5165.13232421875 4.906946659088135 6.0 +577.9481347496767 5176.03564453125 4.907131195068359 6.0 +577.9685684813448 5172.30224609375 4.908337593078613 6.0 +578.0094356432746 5174.5380859375 4.907915115356445 6.0 +578.0298693737786 5164.81787109375 4.907113075256348 6.0 +578.0503030040418 5178.16552734375 4.907827854156494 6.0 +578.0707365338458 5164.9794921875 4.907782554626465 6.0 +578.0911702620215 5175.95263671875 4.908256530761719 6.0 +578.1116038911205 5172.61328125 4.907961845397949 6.0 +578.1320374199931 5179.544921875 4.909364223480225 6.0 +578.1524711484017 5168.46240234375 4.908501148223877 6.0 +578.1729047765693 5168.4453125 4.906775951385498 6.0 +578.2137720315222 5182.18505859375 4.908626079559326 6.0 +578.2342056587586 5178.439453125 4.908443450927734 6.0 +578.2546393853045 5179.04931640625 4.908303260803223 6.0 +578.275072911616 5176.82861328125 4.908321857452393 6.0 +578.2955065376882 5166.02880859375 4.907938480377197 6.0 +578.3159402635356 5168.4892578125 4.907903671264648 6.0 +578.336373788683 5163.63427734375 4.907057762145996 6.0 +578.3568074138238 5171.11474609375 4.908641815185547 6.0 +578.3772410382735 5169.685546875 4.907982349395752 6.0 +578.4589755335037 5175.37548828125 4.909374237060547 6.0 +578.4794091565491 5180.47900390625 4.909812927246094 6.0 +578.5202764012574 5179.1416015625 4.909512519836426 6.0 +578.5407101231394 5165.90869140625 4.9089837074279785 6.0 +578.5611437447951 5174.54931640625 4.9091901779174805 6.0 +578.5815772659844 5181.86376953125 4.9083099365234375 6.0 +578.6224446071938 5176.46337890625 4.907382965087891 6.0 +578.6428781274517 5180.90625 4.908401012420654 6.0 +578.6633118472382 5178.52294921875 4.909213066101074 6.0 +578.6837454667984 5185.77783203125 4.910943031311035 6.0 +578.7041789858922 5191.77197265625 4.9112868309021 6.0 +578.7246127047474 5176.7001953125 4.909457683563232 6.0 +578.7450463231435 5182.0361328125 4.909005165100098 6.0 +578.7654798413059 5181.78857421875 4.908114433288574 6.0 +578.785913558997 5178.7841796875 4.909213066101074 6.0 +578.8063471764617 5181.76904296875 4.908480644226074 6.0 +578.82678069346 5175.3212890625 4.90654182434082 6.0 +578.8472144102197 5187.86376953125 4.908255577087402 6.0 +578.8676480265203 5179.45849609375 4.908175945281982 6.0 +578.8880817425816 5184.9619140625 4.908571243286133 6.0 +578.9085152584157 5178.18408203125 4.908276081085205 6.0 +578.928948873785 5184.12939453125 4.90836763381958 6.0 +578.9493825886893 5180.5029296875 4.908109664916992 6.0 +578.9698161033521 5179.041015625 4.908449649810791 6.0 +578.99024971779 5180.77978515625 4.907670497894287 6.0 +579.0106834317558 5185.75439453125 4.911086559295654 6.0 +579.0311170452624 5189.3896484375 4.910653114318848 6.0 +579.0515505585354 5182.841796875 4.909847736358643 6.0 +579.0719842715771 5185.14208984375 4.9101738929748535 6.0 +579.0924177841443 5186.90087890625 4.9090471267700195 6.0 +579.1332851083571 5180.9619140625 4.909176349639893 6.0 +579.1537186197675 5181.912109375 4.909877300262451 6.0 +579.1741522311786 5180.41455078125 4.909511089324951 6.0 +579.194585941892 5183.81689453125 4.909153938293457 6.0 +579.2150194525966 5181.0576171875 4.909235000610352 6.0 +579.2354531626115 5183.44775390625 4.910431861877441 6.0 +579.2763202819333 5188.5771484375 4.909584999084473 6.0 +579.2967539912497 5187.1787109375 4.910019397735596 6.0 +579.337621108476 5183.61181640625 4.90936803817749 6.0 +579.3580548166283 5184.33203125 4.9084954261779785 6.0 +579.3784884243069 5191.2197265625 4.908886909484863 6.0 +579.3989220317599 5190.42333984375 4.909785270690918 6.0 +579.4397892457346 5184.9921875 4.909790992736816 6.0 +579.4602228520162 5177.9013671875 4.908796310424805 6.0 +579.4806564580722 5186.53759765625 4.910009384155273 6.0 +579.5010900638881 5188.71044921875 4.910654544830322 6.0 +579.5215236692457 5184.716796875 4.9109601974487305 6.0 +579.5419572741375 5188.5947265625 4.909383296966553 6.0 +579.5623908787966 5197.794921875 4.911710262298584 6.0 +579.5828244832155 5198.64208984375 4.911661624908447 6.0 +579.6032581871768 5197.23486328125 4.912604808807373 6.0 +579.6236916908965 5196.693359375 4.9102983474731445 6.0 +579.6441253941593 5188.0478515625 4.908978462219238 6.0 +579.6645589971886 5192.33154296875 4.911144733428955 6.0 +579.6849924997514 5189.6123046875 4.909603595733643 6.0 +579.7054262020756 5186.673828125 4.908218860626221 6.0 +579.7258598039407 5193.6650390625 4.9096479415893555 6.0 +579.7462933055649 5186.04150390625 4.909384250640869 6.0 +579.8075941081333 5197.8564453125 4.912391662597656 6.0 +579.8280278083621 5195.4736328125 4.9118242263793945 6.0 +579.8484613081309 5198.97607421875 4.911612510681152 6.0 +579.8688949076604 5207.45849609375 4.912199020385742 6.0 +579.8893286069651 5199.94677734375 4.911777973175049 6.0 +579.9506294023086 5202.99072265625 4.910530090332031 6.0 +579.9710630002155 5199.45166015625 4.910223007202148 6.0 +579.9914965976495 5198.87646484375 4.908409118652344 6.0 +580.0119301946252 5193.7490234375 4.909543037414551 6.0 +580.032363791368 5204.32080078125 4.911208629608154 6.0 +580.0527974878714 5196.3544921875 4.911820888519287 6.0 +580.073230983915 5197.1513671875 4.911256790161133 6.0 +580.0936645794936 5204.181640625 4.912469387054443 6.0 +580.1140982750658 5192.8857421875 4.9114580154418945 6.0 +580.1345317699452 5206.19482421875 4.911933898925781 6.0 +580.1549653645925 5206.97119140625 4.91287088394165 6.0 +580.1753990590005 5201.30419921875 4.912342071533203 6.0 +580.1958325529486 5202.73388671875 4.911688327789307 6.0 +580.2162661466646 5207.28271484375 4.912187576293945 6.0 +580.2366998399084 5207.93603515625 4.912980556488037 6.0 +580.2571333329252 5210.15478515625 4.911451816558838 6.0 +580.277566925477 5206.26318359375 4.912784576416016 6.0 +580.2980006177895 5203.8681640625 4.912271976470947 6.0 +580.3184341098749 5203.98486328125 4.912237644195557 6.0 +580.3388678012561 5209.18359375 4.911833763122559 6.0 +580.3593013926438 5208.29541015625 4.913509845733643 6.0 +580.3797348835651 5212.17578125 4.914114952087402 6.0 +580.4206021642385 5212.18310546875 4.913909435272217 6.0 +580.4410357542292 5205.56103515625 4.912935256958008 6.0 +580.461469343747 5211.9853515625 4.913861274719238 6.0 +580.5023364216322 5219.05712890625 4.913805961608887 6.0 +580.5227701102267 5216.75634765625 4.914097785949707 6.0 +580.5432036983475 5205.8759765625 4.913323402404785 6.0 +580.5636371860091 5220.80908203125 4.913796424865723 6.0 +580.5840708734322 5206.484375 4.914219856262207 6.0 +580.604504460629 5220.9130859375 4.914618968963623 6.0 +580.6249379473593 5219.7646484375 4.914863109588623 6.0 +580.6453716338583 5220.0859375 4.914417743682861 6.0 +580.6658052198836 5228.1611328125 4.916029930114746 6.0 +580.6862389054513 5222.57861328125 4.914261341094971 6.0 +580.7066723910102 5224.505859375 4.914340496063232 6.0 +580.7271059758787 5219.85693359375 4.914210796356201 6.0 +580.767973144917 5212.68212890625 4.914113998413086 6.0 +580.7884067290797 5218.30859375 4.914065837860107 6.0 +580.8088404127848 5225.1376953125 4.915805339813232 6.0 +580.8292738960154 5209.45556640625 4.913389682769775 6.0 +580.8497074790212 5222.37744140625 4.913384914398193 6.0 +580.8701411615621 5215.8291015625 4.9135894775390625 6.0 +580.8905747438621 5219.08935546875 4.9133758544921875 6.0 +580.911008225703 5222.9208984375 4.913581371307373 6.0 +580.9314419073125 5225.740234375 4.913806915283203 6.0 +580.9518754886813 5211.53076171875 4.913379669189453 6.0 +580.9723089695908 5230.83251953125 4.913992881774902 6.0 +580.9927426500362 5227.478515625 4.914446830749512 6.0 +581.0131762302408 5228.12939453125 4.912912845611572 6.0 +581.0336099102205 5216.84375 4.913524627685547 6.0 +581.0540433897331 5231.30810546875 4.915045738220215 6.0 +581.0744769687735 5225.92529296875 4.914400100708008 6.0 +581.0949106475891 5234.53466796875 4.914028167724609 6.0 +581.1357777042795 5231.3671875 4.9140305519104 6.0 +581.156211282163 5226.05810546875 4.913850784301758 6.0 +581.1766448595808 5227.58056640625 4.91335391998291 6.0 +581.197078336525 5232.685546875 4.914995193481445 6.0 +581.2175120132451 5227.32568359375 4.91395902633667 6.0 +581.2583790657518 5231.56396484375 4.913321495056152 6.0 +581.2788127415333 5229.4716796875 4.915770530700684 6.0 +581.2992463168557 5235.1357421875 4.915840148925781 6.0 +581.319679891938 5234.0078125 4.914825916290283 6.0 +581.3401134665619 5229.1962890625 4.915379047393799 6.0 +581.360547040953 5228.32470703125 4.914775848388672 6.0 +581.3809807151047 5235.20263671875 4.915553569793701 6.0 +581.4218477620234 5231.95166015625 4.913925647735596 6.0 +581.442281435011 5231.3740234375 4.9149627685546875 6.0 +581.4627150075394 5229.85302734375 4.915670394897461 6.0 +581.4831484798342 5242.283203125 4.917570114135742 6.0 +581.5035821516576 5233.46923828125 4.915383338928223 6.0 +581.5240157232547 5232.486328125 4.916359901428223 6.0 +581.5444491946182 5239.95068359375 4.916233539581299 6.0 +581.5648828655103 5232.84814453125 4.915714263916016 6.0 +581.5853164359432 5234.5322265625 4.916430473327637 6.0 +581.6057499061426 5234.21484375 4.91577672958374 6.0 +581.6261835761034 5245.78466796875 4.916253566741943 6.0 +581.646617145605 5241.80712890625 4.916429042816162 6.0 +581.667050614873 5234.904296875 4.9140849113464355 6.0 +581.6874842836696 5230.34619140625 4.914551258087158 6.0 +581.7079178520071 5244.49658203125 4.9157938957214355 6.0 +581.7283515201125 5243.34912109375 4.916432857513428 6.0 +581.7487849879763 5250.44921875 4.917977333068848 6.0 +581.7692185553824 5242.84912109375 4.915920734405518 6.0 +581.8100856892561 5262.2138671875 4.918693542480469 6.0 +581.8305192557309 5241.7373046875 4.916339874267578 6.0 +581.8509528217401 5247.2939453125 4.917782783508301 6.0 +581.8713863875091 5245.75 4.917138576507568 6.0 +581.8918199528198 5235.89013671875 4.915284156799316 6.0 +581.9122535178976 5237.51806640625 4.916670322418213 6.0 +581.9326870825025 5238.44873046875 4.9158034324646 6.0 +581.9531206468819 5244.2158203125 4.91640567779541 6.0 +581.9735543107963 5247.32470703125 4.91688346862793 6.0 +581.9939877744691 5239.08984375 4.916447639465332 6.0 +582.0144213379172 5241.42236328125 4.916029453277588 6.0 +582.034855000893 5244.25732421875 4.916475296020508 6.0 +582.0552884634089 5238.72705078125 4.917044639587402 6.0 +582.0757221256936 5250.7138671875 4.918290138244629 6.0 +582.0961556875118 5240.13525390625 4.9164862632751465 6.0 +582.1165891490891 5248.20068359375 4.917271137237549 6.0 +582.1370228104424 5250.44384765625 4.917239189147949 6.0 +582.157456371322 5252.80810546875 4.917178630828857 6.0 +582.1778898317425 5239.5625 4.917220592498779 6.0 +582.1983234919317 5246.98876953125 4.917214870452881 6.0 +582.2187570518872 5243.57763671875 4.916718006134033 6.0 +582.2391905113691 5242.576171875 4.916827201843262 6.0 +582.2596241706269 5248.08203125 4.9179863929748535 6.0 +582.280057729411 5245.5400390625 4.917002201080322 6.0 +582.3004912879696 5239.65478515625 4.9177093505859375 6.0 +582.3209248460626 5254.12841796875 4.917524337768555 6.0 +582.3413584036898 5250.36669921875 4.917761325836182 6.0 +582.3617919613098 5258.833984375 4.918032169342041 6.0 +582.3822255182386 5245.36669921875 4.9161553382873535 6.0 +582.4230927313911 5259.39599609375 4.9188666343688965 6.0 +582.4435262876214 5247.91943359375 4.916962623596191 6.0 +582.4843933986776 5253.48193359375 4.918517589569092 6.0 +582.5048269535109 5248.27734375 4.917836666107178 6.0 +582.5252604083362 5250.25048828125 4.919182300567627 6.0 +582.5456940627046 5249.353515625 4.917887210845947 6.0 +582.5661275166058 5258.03466796875 4.91986083984375 6.0 +582.5865610702676 5249.80712890625 4.917233467102051 6.0 +582.6069947234719 5255.02880859375 4.917349338531494 6.0 +582.6274281764418 5259.740234375 4.91751766204834 6.0 +582.6478617291723 5254.6572265625 4.918456554412842 6.0 +582.6682953814452 5249.7373046875 4.917080879211426 6.0 +582.6887288332509 5255.3720703125 4.917627334594727 6.0 +582.7091623848173 5254.85498046875 4.9174089431762695 6.0 +582.7295960361589 5249.591796875 4.915510654449463 6.0 +582.7704630374355 5246.498046875 4.916912078857422 6.0 +582.790896687613 5251.462890625 4.918327808380127 6.0 +582.8317637870277 5248.8203125 4.918067455291748 6.0 +582.8521973360403 5245.7734375 4.916851997375488 6.0 +582.8726308850528 5242.61767578125 4.917356967926025 6.0 +582.8930644333595 5253.5712890625 4.919184684753418 6.0 +582.9339315292891 5255.97412109375 4.918832778930664 6.0 +582.9543651766653 5262.8447265625 4.919808387756348 6.0 +582.9747986238144 5251.62255859375 4.919172286987305 6.0 +582.9952321704986 5251.70263671875 4.9181623458862305 6.0 +583.0156658169435 5247.56689453125 4.918345928192139 6.0 +583.0360992629285 5246.6796875 4.918700218200684 6.0 +583.0565328086814 5251.38037109375 4.918788433074951 6.0 +583.0769664539621 5258.06201171875 4.919444561004639 6.0 +583.0973998990157 5253.91455078125 4.918665885925293 6.0 +583.1178334438373 5258.22998046875 4.919201374053955 6.0 +583.1382670879539 5251.2392578125 4.91797399520874 6.0 +583.1587005320762 5260.87158203125 4.918722152709961 6.0 +583.1791341757344 5263.58203125 4.920099258422852 6.0 +583.1995677189188 5260.04052734375 4.919888973236084 6.0 +583.220001161877 5251.013671875 4.91942024230957 6.0 +583.2404348043638 5258.6298828125 4.920232772827148 6.0 +583.281301788651 5256.28369140625 4.9192681312561035 6.0 +583.3017354302137 5248.03076171875 4.917459011077881 6.0 +583.3221689713027 5251.619140625 4.917760372161865 6.0 +583.3426024121654 5251.67138671875 4.919081211090088 6.0 +583.3630360527895 5253.17724609375 4.919339179992676 6.0 +583.3834695929545 5252.69921875 4.919118881225586 6.0 +583.4039030328859 5246.2568359375 4.917968273162842 6.0 +583.4243366723531 5249.8642578125 4.918308734893799 6.0 +583.4447702113466 5249.287109375 4.918810844421387 6.0 +583.4652036503467 5248.451171875 4.918400764465332 6.0 +583.4856372886425 5248.16552734375 4.918688774108887 6.0 +583.506070826712 5255.01708984375 4.9190897941589355 6.0 +583.5265044645494 5253.57470703125 4.918919563293457 6.0 +583.5469379019196 5251.978515625 4.918807506561279 6.0 +583.5673714390505 5250.91748046875 4.918949127197266 6.0 +583.5878050757237 5244.49755859375 4.917515754699707 6.0 +583.6082385121554 5243.59521484375 4.917995452880859 6.0 +583.6286720481294 5253.1806640625 4.919748306274414 6.0 +583.6491056838713 5248.5556640625 4.918778896331787 6.0 +583.6695391191461 5256.10791015625 4.919646263122559 6.0 +583.6899726541815 5250.41748046875 4.919490337371826 6.0 +583.7104062889921 5242.548828125 4.918015956878662 6.0 +583.7308397230954 5243.51123046875 4.918651103973389 6.0 +583.7512732572068 5252.79052734375 4.919510364532471 6.0 +583.7717068908532 5247.09619140625 4.918644905090332 6.0 +583.792140424026 5242.1318359375 4.918308258056641 6.0 +583.8125738569724 5236.62255859375 4.917966365814209 6.0 +583.8330074896876 5250.90283203125 4.919099807739258 6.0 +583.8534410216962 5235.14794921875 4.917566776275635 6.0 +583.8738745537121 5247.63525390625 4.918905258178711 6.0 +583.8943080852623 5251.49365234375 4.918819904327393 6.0 +583.9147416163396 5249.818359375 4.9195380210876465 6.0 +583.9351751474242 5245.03515625 4.919225215911865 6.0 +583.9760421079554 5245.0546875 4.917884349822998 6.0 +583.9964757378766 5247.443359375 4.918267250061035 6.0 +584.0169092673314 5260.12109375 4.919958114624023 6.0 +584.0373426963197 5252.17333984375 4.918667793273926 6.0 +584.0577763253023 5240.8046875 4.918053150177002 6.0 +584.0782098535929 5246.6279296875 4.918986797332764 6.0 +584.0986432816426 5247.40673828125 4.9188690185546875 6.0 +584.1190769094683 5249.31005859375 4.919782638549805 6.0 +584.1395104368275 5247.84130859375 4.919519901275635 6.0 +584.1599439639467 5251.07958984375 4.919558525085449 6.0 +584.1803774906075 5241.7412109375 4.918233871459961 6.0 +584.2212446429912 5254.2890625 4.919515609741211 6.0 +584.2416780687199 5241.169921875 4.917057991027832 6.0 +584.2621115939837 5245.294921875 4.918511867523193 6.0 +584.2825452190082 5244.43212890625 4.918581962585449 6.0 +584.3029786438055 5235.9765625 4.91766881942749 6.0 +584.323412168138 5243.224609375 4.918157577514648 6.0 +584.3438457919983 5243.736328125 4.917891979217529 6.0 +584.3642793156323 5250.0234375 4.918598175048828 6.0 +584.4051463617288 5238.93408203125 4.918059349060059 6.0 +584.4255798844315 5244.16162109375 4.918269634246826 6.0 +584.4460133066677 5244.2890625 4.918202877044678 6.0 +584.4664469284326 5241.2333984375 4.918415069580078 6.0 +584.4868804499711 5240.63525390625 4.917882919311523 6.0 +584.507313871276 5235.68310546875 4.917459487915039 6.0 +584.5277474921095 5231.134765625 4.917564868927002 6.0 +584.5481810124838 5238.0263671875 4.918095111846924 6.0 +584.5686146326188 5248.64306640625 4.91822624206543 6.0 +584.5890480525268 5229.7431640625 4.916625499725342 6.0 +584.6094815719698 5239.29248046875 4.917898654937744 6.0 +584.62991509118 5232.78564453125 4.916358947753906 6.0 +584.6503486099173 5233.5009765625 4.916872024536133 6.0 +584.6707820284282 5235.68798828125 4.917038917541504 6.0 +584.691215646475 5227.802734375 4.916797637939453 6.0 +584.7116491640481 5230.4033203125 4.916601657867432 6.0 +584.7320826816285 5230.60009765625 4.91670560836792 6.0 +584.7525161985104 5245.71484375 4.9186177253723145 6.0 +584.772949715385 5242.8984375 4.918165683746338 6.0 +584.7933832315684 5240.525390625 4.917296886444092 6.0 +584.8138168477453 5242.19140625 4.917875289916992 6.0 +584.8342502634623 5230.67529296875 4.916360855102539 6.0 +584.8546838787152 5233.96728515625 4.916648864746094 6.0 +584.8751173937271 5234.15234375 4.916691303253174 6.0 +584.89555080828 5233.66650390625 4.916600704193115 6.0 +584.9159844226015 5238.65478515625 4.916611194610596 6.0 +584.977284963461 5229.04052734375 4.917055606842041 6.0 +584.9977184763775 5232.7421875 4.917145729064941 6.0 +585.0181518888348 5230.9736328125 4.9163289070129395 6.0 +585.0385855010609 5226.7666015625 4.916082859039307 6.0 +585.059019013046 5223.50048828125 4.916251182556152 6.0 +585.0794524245721 5228.21435546875 4.91657829284668 6.0 +585.099886035634 5236.8408203125 4.917020320892334 6.0 +585.120319546455 5229.04638671875 4.916579246520996 6.0 +585.1407529570497 5233.27880859375 4.917235374450684 6.0 +585.1611865671803 5224.763671875 4.915750503540039 6.0 +585.1816200768371 5235.3935546875 4.917413234710693 6.0 +585.2020536862692 5220.99462890625 4.9158406257629395 6.0 +585.2224870954669 5217.93115234375 4.915346145629883 6.0 +585.2429206041925 5221.62890625 4.91594934463501 6.0 +585.2837877207276 5228.54443359375 4.916978359222412 6.0 +585.304221128521 5223.03369140625 4.915787696838379 6.0 +585.3246546358569 5228.19482421875 4.917309284210205 6.0 +585.3450881429599 5226.66845703125 4.916779518127441 6.0 +585.3655216495899 5222.44775390625 4.916539192199707 6.0 +585.3859552559952 5226.423828125 4.91671895980835 6.0 +585.426822167632 5224.00390625 4.9162726402282715 6.0 +585.4472557728732 5218.564453125 4.915672779083252 6.0 +585.46768917788 5219.7236328125 4.915454864501953 6.0 +585.4881226826474 5230.9677734375 4.916061878204346 6.0 +585.5085562869572 5232.35302734375 4.917462348937988 6.0 +585.5289896907998 5216.73779296875 4.916430950164795 6.0 +585.5494232944038 5218.73486328125 4.916768550872803 6.0 +585.5698567975487 5225.63427734375 4.917720794677734 6.0 +585.59029020046 5221.3798828125 4.9167914390563965 6.0 +585.6107238031327 5226.40234375 4.9169535636901855 6.0 +585.6311573053463 5226.90771484375 4.916945457458496 6.0 +585.6515908070942 5224.90673828125 4.9168853759765625 6.0 +585.672024308602 5232.44873046875 4.9175944328308105 6.0 +585.6924578098842 5228.8134765625 4.917498588562012 6.0 +585.7128913107008 5227.025390625 4.91737699508667 6.0 +585.7333248110444 5217.89208984375 4.916746139526367 6.0 +585.7537583113954 5221.708984375 4.916626930236816 6.0 +585.7741918110478 5224.39599609375 4.917641639709473 6.0 +585.7946254104609 5222.4970703125 4.916715621948242 6.0 +585.8150588096469 5225.6875 4.917263031005859 6.0 +585.835492308368 5224.9736328125 4.917577743530273 6.0 +585.8559259068497 5222.96044921875 4.918047904968262 6.0 +585.8763593048716 5221.373046875 4.917083263397217 6.0 +585.8967929026549 5209.08642578125 4.916436672210693 6.0 +585.917226399979 5208.68408203125 4.916052341461182 6.0 +585.9376597970695 5216.17919921875 4.916159629821777 6.0 +585.9580933936959 5211.603515625 4.916463851928711 6.0 +585.9785268900814 5218.26904296875 4.9160284996032715 6.0 +585.9989602860078 5210.9794921875 4.91579008102417 6.0 +586.0193938816956 5215.9697265625 4.916689395904541 6.0 +586.0398272769235 5211.26904296875 4.916855335235596 6.0 +586.0602607719193 5215.0107421875 4.916381359100342 6.0 +586.080694366683 5205.41162109375 4.915687561035156 6.0 +586.1011277609723 5213.19140625 4.916277885437012 6.0 +586.121561254804 5216.61767578125 4.916558742523193 6.0 +586.1419948483963 5215.857421875 4.917130470275879 6.0 +586.1624282417615 5205.17333984375 4.916372299194336 6.0 +586.182861734429 5208.57763671875 4.916068077087402 6.0 +586.2032953270973 5215.73046875 4.916885852813721 6.0 +586.2237288192919 5208.47998046875 4.91587495803833 6.0 +586.2441623112609 5218.83154296875 4.917165279388428 6.0 +586.2850292937947 5207.67138671875 4.915998935699463 6.0 +586.3054627845995 5208.87158203125 4.916480541229248 6.0 +586.3258962751715 5209.89794921875 4.916506767272949 6.0 +586.3463297652706 5216.83740234375 4.9170074462890625 6.0 +586.3871967445448 5207.2783203125 4.915473937988281 6.0 +586.4076302337198 5205.357421875 4.91603946685791 6.0 +586.42806382243 5209.86865234375 4.916548728942871 6.0 +586.4484972106729 5212.45068359375 4.915934085845947 6.0 +586.4689306989094 5207.4755859375 4.9167280197143555 6.0 +586.4893642866882 5208.50732421875 4.9160685539245605 6.0 +586.5302311610722 5205.51904296875 4.9155449867248535 6.0 +586.5506647476868 5209.7490234375 4.915911674499512 6.0 +586.5710981340671 5203.6201171875 4.915253639221191 6.0 +586.591531719976 5195.2529296875 4.914196491241455 6.0 +586.6119652056586 5208.58251953125 4.915793418884277 6.0 +586.6323986908683 5205.37890625 4.9160990715026855 6.0 +586.6528321758524 5206.16796875 4.914881229400635 6.0 +586.6732655606029 5202.62939453125 4.915188312530518 6.0 +586.693699144882 5202.03857421875 4.915283203125 6.0 +586.7141326287019 5205.08203125 4.915262222290039 6.0 +586.734566112289 5201.01416015625 4.915736198425293 6.0 +586.7549994956353 5201.0771484375 4.915499210357666 6.0 +586.7754330785247 5205.7353515625 4.914648532867432 6.0 +586.7958665609476 5205.15673828125 4.915651321411133 6.0 +586.816299943137 5205.30322265625 4.9159393310546875 6.0 +586.8367335250878 5189.21337890625 4.91486120223999 6.0 +586.8571670065794 5197.94775390625 4.9158196449279785 6.0 +586.8776003878302 5208.5966796875 4.917221546173096 6.0 +586.8980339686241 5197.98486328125 4.916079044342041 6.0 +586.9184674489516 5210.9931640625 4.916418552398682 6.0 +586.9389010292725 5194.18115234375 4.915833950042725 6.0 +586.9593344089008 5198.86083984375 4.915910720825195 6.0 +586.9797678882969 5201.39013671875 4.916333198547363 6.0 +587.0002014674537 5191.76416015625 4.915262222290039 6.0 +587.0206348463835 5191.48974609375 4.915567398071289 6.0 +587.0410683246155 5191.62255859375 4.915290355682373 6.0 +587.061501902841 5199.01123046875 4.916088581085205 6.0 +587.0819352803737 5192.80419921875 4.915743827819824 6.0 +587.1023687579072 5198.7568359375 4.916393280029297 6.0 +587.1228023349686 5197.0068359375 4.916058540344238 6.0 +587.14323571157 5200.021484375 4.916292667388916 6.0 +587.1636691879394 5197.1455078125 4.916146278381348 6.0 +587.1841027638366 5199.6181640625 4.916311740875244 6.0 +587.2045362395074 5194.6611328125 4.9159255027771 6.0 +587.2249696149447 5187.0205078125 4.914762496948242 6.0 +587.2454031899106 5205.46435546875 4.9166669845581055 6.0 +587.2658366644173 5190.3857421875 4.91540002822876 6.0 +587.2862701386912 5190.67578125 4.915557861328125 6.0 +587.306703612725 5194.69873046875 4.916318416595459 6.0 +587.3271370863004 5190.58935546875 4.915597438812256 6.0 +587.3475706594036 5198.8623046875 4.915987968444824 6.0 +587.3884375049238 5207.84326171875 4.9169721603393555 6.0 +587.4088709771022 5197.06201171875 4.9155707359313965 6.0 +587.4293044490405 5200.4345703125 4.916126251220703 6.0 +587.4497378205197 5199.0 4.916224956512451 6.0 +587.4701713917602 5191.2412109375 4.915062427520752 6.0 +587.4906048625417 5191.74267578125 4.9155473709106445 6.0 +587.5110382328567 5187.599609375 4.9141740798950195 6.0 +587.5314718031732 5194.70703125 4.915160655975342 6.0 +587.5519052727832 5187.71484375 4.913099765777588 6.0 +587.5723387424005 5185.451171875 4.912704944610596 6.0 +587.5927722115448 5214.4287109375 4.914565563201904 6.0 +587.6132056802307 5197.35498046875 4.914809703826904 6.0 +587.6336392486846 5191.83544921875 4.9141526222229 6.0 +587.6540726166713 5200.39501953125 4.915450572967529 6.0 +587.6745060844187 5180.28173828125 4.914403915405273 6.0 +587.6949396517084 5194.06689453125 4.915129661560059 6.0 +587.7153731187573 5188.24169921875 4.914626598358154 6.0 +587.7358064855798 5196.884765625 4.915565013885498 6.0 +587.7562400519382 5188.47021484375 4.91420841217041 6.0 +587.7766735178229 5193.03759765625 4.915292739868164 6.0 +587.7971068834813 5184.55322265625 4.914292812347412 6.0 +587.8175404489084 5189.4833984375 4.9145426750183105 6.0 +587.8379739138618 5182.5439453125 4.913498401641846 6.0 +587.858407278356 5186.3603515625 4.9148712158203125 6.0 +587.878840842619 5185.841796875 4.91429328918457 6.0 +587.899274306641 5184.8076171875 4.913504600524902 6.0 +587.9197076702039 5179.2587890625 4.914154052734375 6.0 +587.9401412335355 5184.8701171875 4.914144515991211 6.0 +587.9605746963935 5180.86376953125 4.914225101470947 6.0 +587.9810082590266 5178.0751953125 4.913561820983887 6.0 +588.0014416211925 5181.919921875 4.914060592651367 6.0 +588.0218750831191 5177.1455078125 4.913674831390381 6.0 +588.0423085445873 5186.298828125 4.914651870727539 6.0 +588.0627420058227 5178.8623046875 4.914257049560547 6.0 +588.0831754665851 5189.13818359375 4.9153056144714355 6.0 +588.103608927122 5177.744140625 4.9143829345703125 6.0 +588.1240423871932 5183.5625 4.914521217346191 6.0 +588.1444758470243 5177.59228515625 4.913946628570557 6.0 +588.164909306397 5182.40771484375 4.913971900939941 6.0 +588.1853427655369 5174.25048828125 4.913384914398193 6.0 +588.2057762244367 5183.61083984375 4.91415548324585 6.0 +588.2262096826453 5179.21484375 4.912055492401123 6.0 +588.2466431408538 5174.7275390625 4.913911819458008 6.0 +588.2670765985895 5176.21923828125 4.913774490356445 6.0 +588.2875101558675 5181.630859375 4.913477897644043 6.0 +588.3079435129112 5172.646484375 4.913547039031982 6.0 +588.3283770697162 5173.986328125 4.913999080657959 6.0 +588.3488105260622 5176.775390625 4.913060665130615 6.0 +588.3692438821745 5185.9365234375 4.91472864151001 6.0 +588.3896774378154 5168.880859375 4.9137396812438965 6.0 +588.450977802655 5173.83544921875 4.914315223693848 6.0 +588.4714112569054 5174.447265625 4.914798736572266 6.0 +588.4918446109223 5181.01513671875 4.914783954620361 6.0 +588.5122781644677 5182.66455078125 4.914802551269531 6.0 +588.5327116177868 5177.01171875 4.914130210876465 6.0 +588.5531450706403 5175.88330078125 4.913668155670166 6.0 +588.5735785232537 5178.533203125 4.914299964904785 6.0 +588.5940119754086 5170.359375 4.913743495941162 6.0 +588.6144454273308 5180.65185546875 4.914783954620361 6.0 +588.6348788790128 5177.53955078125 4.914548873901367 6.0 +588.6553123300037 5169.955078125 4.914175033569336 6.0 +588.675745880988 5173.67822265625 4.914117336273193 6.0 +588.6961793315131 5172.6025390625 4.913893699645996 6.0 +588.7166126815719 5174.69775390625 4.914468288421631 6.0 +588.7370462313993 5169.25244140625 4.914010047912598 6.0 +588.7574796809859 5178.9296875 4.914429187774658 6.0 +588.7779130301133 5177.1728515625 4.914636135101318 6.0 +588.7983465787693 5171.14306640625 4.913987159729004 6.0 +588.8187799271982 5174.37646484375 4.914244651794434 6.0 +588.839213375395 5177.513671875 4.914368152618408 6.0 +588.859646923127 5176.2265625 4.914748668670654 6.0 +588.8800802706173 5173.24267578125 4.914083003997803 6.0 +588.90051371765 5179.6025390625 4.914937496185303 6.0 +588.9209472642106 5173.4423828125 4.914129257202148 6.0 +588.9413806107768 5167.0634765625 4.913351535797119 6.0 +588.9822476022819 5163.95458984375 4.9126362800598145 6.0 +589.0026809476767 5168.0458984375 4.913275718688965 6.0 +589.0231144926147 5173.0615234375 4.912215709686279 6.0 +589.0435479373118 5170.96435546875 4.912565231323242 6.0 +589.0639812817826 5170.3564453125 4.913437843322754 6.0 +589.0844148255565 5172.1259765625 4.912862777709961 6.0 +589.1048482693295 5164.0849609375 4.912539482116699 6.0 +589.1252817126297 5159.232421875 4.911980628967285 6.0 +589.1457151554714 5168.96875 4.912787914276123 6.0 +589.166148598073 5172.40673828125 4.913596153259277 6.0 +589.1865820402163 5170.16357421875 4.913541316986084 6.0 +589.2070155821275 5168.744140625 4.913049697875977 6.0 +589.2274489238043 5173.81787109375 4.9132843017578125 6.0 +589.247882365009 5168.1025390625 4.91353178024292 6.0 +589.268315905756 5167.2451171875 4.913001537322998 6.0 +589.2887492464943 5156.74560546875 4.9120192527771 6.0 +589.3091827865428 5165.48486328125 4.913351535797119 6.0 +589.3296162263578 5163.119140625 4.913051128387451 6.0 +589.3500495659391 5166.8212890625 4.913491249084473 6.0 +589.3704831050491 5169.60205078125 4.914132118225098 6.0 +589.3909165439327 5166.2685546875 4.913842678070068 6.0 +589.4113498823426 5171.55712890625 4.914066791534424 6.0 +589.4317834205285 5166.50537109375 4.913104057312012 6.0 +589.4522167582472 5163.9150390625 4.913240432739258 6.0 +589.4726501957266 5158.3828125 4.91265869140625 6.0 +589.4930837327483 5163.73779296875 4.912923812866211 6.0 +589.533950505851 5151.7529296875 4.91163444519043 6.0 +589.5543840419414 5158.900390625 4.91240119934082 6.0 +589.5748174775654 5165.87548828125 4.91387939453125 6.0 +589.5952508129485 5160.88134765625 4.913280963897705 6.0 +589.6156843481076 5161.1123046875 4.91304349899292 6.0 +589.6361177828003 5166.06787109375 4.913617134094238 6.0 +589.65655121702 5163.68310546875 4.912991046905518 6.0 +589.6769846510142 5165.0693359375 4.913046360015869 6.0 +589.6974180847756 5161.197265625 4.913434982299805 6.0 +589.7178516180647 5157.73681640625 4.912691593170166 6.0 +589.738284950894 5166.49267578125 4.913085460662842 6.0 +589.7587183834912 5162.4716796875 4.912904739379883 6.0 +589.7791519158491 5163.091796875 4.913191795349121 6.0 +589.799585247747 5161.74560546875 4.913057804107666 6.0 +589.8200186794129 5154.1904296875 4.912729263305664 6.0 +589.8404522106066 5154.87744140625 4.9128217697143555 6.0 +589.8608855415732 5160.22607421875 4.9125165939331055 6.0 +589.9017525023373 5160.9765625 4.912308216094971 6.0 +589.9221858321398 5158.8857421875 4.912129878997803 6.0 +589.9426192617102 5154.9619140625 4.911965370178223 6.0 +589.9630527908084 5165.09716796875 4.91295862197876 6.0 +589.9834861196796 5162.22021484375 4.912746429443359 6.0 +590.0039196480793 5162.36865234375 4.911447525024414 6.0 +590.0243530762527 5153.28125 4.9107489585876465 6.0 +590.0447865041933 5164.7783203125 4.9124979972839355 6.0 +590.0652199316683 5162.39208984375 4.911895751953125 6.0 +590.0856533586702 5155.78564453125 4.91222620010376 6.0 +590.1060867854467 5155.19482421875 4.912009239196777 6.0 +590.126520211983 5159.9248046875 4.9131388664245605 6.0 +590.146953638061 5163.31982421875 4.912836074829102 6.0 +590.1673870636732 5154.951171875 4.911839008331299 6.0 +590.1878204890527 5158.9794921875 4.912928104400635 6.0 +590.208253914192 5164.97412109375 4.912624359130859 6.0 +590.2286872388722 5168.29150390625 4.912903308868408 6.0 +590.2491207633138 5166.09130859375 4.912631511688232 6.0 +590.2695541872963 5160.19873046875 4.91220235824585 6.0 +590.2899875110452 5160.66650390625 4.912790298461914 6.0 +590.3104210343299 5154.64892578125 4.912010192871094 6.0 +590.3308544573738 5151.1845703125 4.9119086265563965 6.0 +590.3717213023046 5162.390625 4.913188457489014 6.0 +590.3921547241916 5158.13916015625 4.912239074707031 6.0 +590.4125882458466 5159.53173828125 4.912611484527588 6.0 +590.4330215672671 5159.5166015625 4.9126296043396 6.0 +590.4534549882155 5159.61572265625 4.912638187408447 6.0 +590.4738885087063 5153.8720703125 4.912121772766113 6.0 +590.4943218289554 5164.2685546875 4.9133148193359375 6.0 +590.514755248747 5158.7783203125 4.912473201751709 6.0 +590.5351887685392 5155.2763671875 4.912099361419678 6.0 +590.555622187625 5155.7333984375 4.912535667419434 6.0 +590.5760555064844 5159.60205078125 4.912857532501221 6.0 +590.5964890251125 5147.6787109375 4.911879062652588 6.0 +590.616922443267 5161.60107421875 4.913268089294434 6.0 +590.6373557611951 5158.83447265625 4.912525653839111 6.0 +590.657789278659 5163.2548828125 4.912978649139404 6.0 +590.6782226956493 5164.08056640625 4.913121700286865 6.0 +590.6986561126469 5151.20068359375 4.911669731140137 6.0 +590.7395229452377 5154.67431640625 4.912280559539795 6.0 +590.7599564610719 5155.0546875 4.912373065948486 6.0 +590.7803897764388 5159.7529296875 4.912418842315674 6.0 +590.8008231915665 5156.43798828125 4.912180423736572 6.0 +590.8212566062357 5161.34716796875 4.9118971824646 6.0 +590.8416900206721 5163.91259765625 4.913017272949219 6.0 +590.8621233348676 5148.46435546875 4.9107842445373535 6.0 +590.8825568483735 5164.06787109375 4.913203716278076 6.0 +590.9029902618786 5144.21533203125 4.911304473876953 6.0 +590.9438570877173 5155.8310546875 4.912548065185547 6.0 +590.9642905000583 5146.927734375 4.9115166664123535 6.0 +590.9847239119263 5153.73291015625 4.911627769470215 6.0 +591.0051573235687 5159.9990234375 4.912235260009766 6.0 +591.0255907349783 5166.65087890625 4.912210941314697 6.0 +591.0460242459158 5162.66552734375 4.912303924560547 6.0 +591.0664575566261 5155.3876953125 4.911426544189453 6.0 +591.0868909668716 5152.93603515625 4.910306453704834 6.0 +591.1073244768777 5153.2216796875 4.910927772521973 6.0 +591.1277578864247 5156.1435546875 4.910858631134033 6.0 +591.148191195738 5165.46923828125 4.9115891456604 6.0 +591.16862470458 5154.8662109375 4.909021854400635 6.0 +591.1890581131956 5161.013671875 4.911838054656982 6.0 +591.2094914215777 5160.89501953125 4.910953998565674 6.0 +591.2299249294883 5156.1845703125 4.910621166229248 6.0 +591.2707916441577 5160.07373046875 4.9118242263793945 6.0 +591.2912251509042 5153.0576171875 4.911211013793945 6.0 +591.3116585574244 5160.2958984375 4.910593509674072 6.0 +591.332091863711 5147.435546875 4.910637855529785 6.0 +591.3525253695261 5149.50927734375 4.910604476928711 6.0 +591.372958775115 5156.025390625 4.91131591796875 6.0 +591.3933922802389 5158.94873046875 4.911455154418945 6.0 +591.4138255851212 5163.8720703125 4.912420749664307 6.0 +591.4342589895459 5149.97900390625 4.911952495574951 6.0 +591.4546924934984 5145.80908203125 4.910834789276123 6.0 +591.4751257974567 5157.0087890625 4.911989688873291 6.0 +591.5159926039778 5155.1015625 4.91138219833374 6.0 +591.5364260067654 5160.7021484375 4.912328720092773 6.0 +591.5568594090946 5151.7568359375 4.911875247955322 6.0 +591.577292811191 5150.7041015625 4.9114990234375 6.0 +591.5977262128145 5165.9091796875 4.91323709487915 6.0 +591.6181596142123 5151.50732421875 4.911537170410156 6.0 +591.6385931153782 5158.37841796875 4.911623954772949 6.0 +591.6590264160695 5151.5361328125 4.911314487457275 6.0 +591.6794598163033 5153.05517578125 4.910478115081787 6.0 +591.6998933162977 5155.94873046875 4.910037040710449 6.0 +591.7407601153682 5167.6748046875 4.911594390869141 6.0 +591.7611935144378 5157.24365234375 4.912292003631592 6.0 +591.7816268130337 5156.50830078125 4.9124603271484375 6.0 +591.8020603114055 5159.74169921875 4.912680149078369 6.0 +591.8224937093037 5157.97021484375 4.9121575355529785 6.0 +591.8429270069755 5155.572265625 4.911384105682373 6.0 +591.8633605041832 5160.96533203125 4.912133693695068 6.0 +591.88379390115 5159.76806640625 4.912148475646973 6.0 +591.9042271976577 5159.0791015625 4.912364959716797 6.0 +591.9246606939341 5161.375 4.912474155426025 6.0 +591.9450940897368 5163.0087890625 4.9129228591918945 6.0 +591.9655274853139 5158.76025390625 4.912851810455322 6.0 +591.9859608806582 5160.29541015625 4.913607120513916 6.0 +592.0063942755296 5151.7841796875 4.911742210388184 6.0 +592.0268276699426 5160.916015625 4.912200927734375 6.0 +592.0472610641227 5148.85498046875 4.911468029022217 6.0 +592.0676944580628 5162.19580078125 4.910940170288086 6.0 +592.0881279515452 5167.47705078125 4.912837505340576 6.0 +592.108561344794 5170.84423828125 4.913293838500977 6.0 +592.1289946375691 5165.4423828125 4.91048526763916 6.0 +592.1494281301202 5159.9619140625 4.910699367523193 6.0 +592.1698615222049 5163.3564453125 4.912231922149658 6.0 +592.1902948140487 5161.10986328125 4.912257194519043 6.0 +592.2107283054356 5161.54541015625 4.912055015563965 6.0 +592.2311615965882 5162.88330078125 4.912811279296875 6.0 +592.2515949872686 5166.82666015625 4.913128852844238 6.0 +592.2924617677127 5164.54638671875 4.912979602813721 6.0 +592.3128951574618 5156.3115234375 4.912868499755859 6.0 +592.333328646986 5171.0712890625 4.914237022399902 6.0 +592.3537619360432 5167.9130859375 4.913768291473389 6.0 +592.3741953246281 5164.05126953125 4.913931846618652 6.0 +592.3946288129882 5153.00634765625 4.912530899047852 6.0 +592.415062101114 5161.3046875 4.913268566131592 6.0 +592.4354955887684 5164.09130859375 4.9131879806518555 6.0 +592.4559289761964 5168.64208984375 4.913722038269043 6.0 +592.4763623631588 5174.8056640625 4.915085315704346 6.0 +592.4967957498811 5171.81884765625 4.914455890655518 6.0 +592.517229136145 5169.20947265625 4.9137420654296875 6.0 +592.5376625221761 5173.705078125 4.914636611938477 6.0 +592.5580959077342 5165.83056640625 4.912550926208496 6.0 +592.5785292930668 5168.6376953125 4.914320468902588 6.0 +592.6193961625613 5175.4130859375 4.914638042449951 6.0 +592.6398294469618 5172.9951171875 4.914786338806152 6.0 +592.6602628308974 5161.5498046875 4.913576126098633 6.0 +592.6806963143608 5174.37451171875 4.914283752441406 6.0 +592.7011295975972 5168.9580078125 4.9137797355651855 6.0 +592.7215630806022 5171.90966796875 4.914280414581299 6.0 +592.7419964631335 5174.91796875 4.913538932800293 6.0 +592.7624297454386 5172.80908203125 4.913783073425293 6.0 +592.7828632272722 5173.19287109375 4.91306209564209 6.0 +592.8032966086466 5174.28857421875 4.913786888122559 6.0 +592.8237298900203 5183.1376953125 4.913755416870117 6.0 +592.8645967513658 5171.75 4.9119133949279785 6.0 +592.8850300313425 5174.330078125 4.912382125854492 6.0 +592.9054635113134 5189.6982421875 4.9145331382751465 6.0 +592.9258967908245 5173.37353515625 4.913606643676758 6.0 +592.9463301698706 5180.97412109375 4.912848949432373 6.0 +592.9667636486847 5169.82763671875 4.913209438323975 6.0 +592.9871969272572 5186.51611328125 4.914456844329834 6.0 +593.007630305372 5189.50537109375 4.915543079376221 6.0 +593.0280637830147 5176.00927734375 4.913806438446045 6.0 +593.048497160431 5170.76220703125 4.913107395172119 6.0 +593.0689305376145 5178.40625 4.914449214935303 6.0 +593.0893639143324 5180.51611328125 4.91402006149292 6.0 +593.1097972908101 5173.30517578125 4.913991451263428 6.0 +593.1302307668302 5184.4189453125 4.914907932281494 6.0 +593.1506640426087 5181.77587890625 4.9151811599731445 6.0 +593.1710974179296 5183.60888671875 4.9143548011779785 6.0 +593.1915308930184 5180.01220703125 4.914916515350342 6.0 +593.21196416764 5169.36376953125 4.913583278656006 6.0 +593.2323975420222 5177.3740234375 4.915006637573242 6.0 +593.2528310159469 5176.40283203125 4.914918899536133 6.0 +593.2732642896299 5184.27099609375 4.915426254272461 6.0 +593.2936976630881 5178.88623046875 4.914312362670898 6.0 +593.3141311360814 5175.1103515625 4.914554119110107 6.0 +593.3549977808943 5183.435546875 4.914399147033691 6.0 +593.3754312529563 5195.16455078125 4.915611743927002 6.0 +593.3958645245439 5182.83447265625 4.914751052856445 6.0 +593.4162979959074 5187.02001953125 4.913654327392578 6.0 +593.4367313668045 5188.779296875 4.914248466491699 6.0 +593.4571647374614 5185.40478515625 4.9140496253967285 6.0 +593.47759810766 5182.9990234375 4.914019584655762 6.0 +593.5184648471186 5179.46630859375 4.913320541381836 6.0 +593.5388982163859 5194.59423828125 4.9145097732543945 6.0 +593.5593315854203 5189.4365234375 4.915205478668213 6.0 +593.579764953749 5182.0849609375 4.914137363433838 6.0 +593.6001983220849 5191.91650390625 4.915335178375244 6.0 +593.6206316899552 5187.07275390625 4.914425373077393 6.0 +593.6410649575846 5187.80224609375 4.914853572845459 6.0 +593.6614984247572 5186.45361328125 4.913913249969482 6.0 +593.6819317914633 5197.4033203125 4.913939476013184 6.0 +593.7023650579358 5193.40234375 4.915677547454834 6.0 +593.7227985241698 5196.39208984375 4.915241718292236 6.0 +593.7432318899446 5197.9140625 4.91568660736084 6.0 +593.76366535548 5200.0556640625 4.915957450866699 6.0 +593.7840986205556 5200.447265625 4.915866374969482 6.0 +593.8045319853991 5197.69921875 4.914592266082764 6.0 +593.8249654500032 5195.3232421875 4.91480827331543 6.0 +593.8453987141474 5201.787109375 4.914092540740967 6.0 +593.8658320778268 5197.37451171875 4.9130377769470215 6.0 +593.8862655412668 5196.00634765625 4.914090633392334 6.0 +593.9066988042468 5194.6298828125 4.914903163909912 6.0 +593.9271321669949 5208.8662109375 4.917051315307617 6.0 +593.9475656295035 5209.99462890625 4.9166669845581055 6.0 +593.967998991553 5191.62890625 4.9133172035217285 6.0 +593.988432253369 5206.57763671875 4.917160987854004 6.0 +594.0088657147135 5199.61474609375 4.915991306304932 6.0 +594.0292990758317 5200.4169921875 4.914104461669922 6.0 +594.0497323364834 5190.08251953125 4.914794921875 6.0 +594.0701657968966 5201.8349609375 4.91576623916626 6.0 +594.0905991568507 5192.13623046875 4.91439962387085 6.0 +594.1110326165654 5203.2451171875 4.916298866271973 6.0 +594.1314658758201 5206.15771484375 4.915820121765137 6.0 +594.1518992348429 5205.69091796875 4.915767669677734 6.0 +594.1723326936335 5209.82373046875 4.917078018188477 6.0 +594.1927659519497 5207.94091796875 4.916359901428223 6.0 +594.2131993100411 5202.80908203125 4.916537761688232 6.0 +594.2336327676603 5210.48291015625 4.917314052581787 6.0 +594.2540660248196 5201.15380859375 4.915289402008057 6.0 +594.2744993817469 5205.78955078125 4.916067600250244 6.0 +594.2949327384413 5215.1533203125 4.91715145111084 6.0 +594.3153660946627 5208.90625 4.916937828063965 6.0 +594.3357994506587 5200.689453125 4.915709018707275 6.0 +594.3562328061817 5213.5439453125 4.917538642883301 6.0 +594.3766661614791 5222.03125 4.9184489250183105 6.0 +594.3970995165437 5225.43115234375 4.9194746017456055 6.0 +594.4175328711426 5216.609375 4.918771743774414 6.0 +594.4379662252686 5217.11865234375 4.918298721313477 6.0 +594.4583996791698 5225.38232421875 4.919777870178223 6.0 +594.4788330328302 5216.62109375 4.918395519256592 6.0 +594.4992662860313 5215.583984375 4.918665885925293 6.0 +594.5196997387684 5217.60595703125 4.918459415435791 6.0 +594.5401330914974 5224.52880859375 4.919104099273682 6.0 +594.5605663435344 5222.9248046875 4.918187618255615 6.0 +594.5809997953402 5218.14013671875 4.91879415512085 6.0 +594.601433146905 5221.958984375 4.91849422454834 6.0 +594.6218663982436 5232.3173828125 4.919556140899658 6.0 +594.6422998488852 5225.0703125 4.918192386627197 6.0 +594.6627331995187 5236.794921875 4.919683933258057 6.0 +594.6831664496931 5228.494140625 4.918280601501465 6.0 +594.7035998994033 5228.71484375 4.918379783630371 6.0 +594.7240332488727 5232.96142578125 4.918675899505615 6.0 +594.7444664981158 5220.87646484375 4.918651103973389 6.0 +594.7648999468947 5225.23583984375 4.919199466705322 6.0 +594.7853332952 5219.19921875 4.918838024139404 6.0 +594.8057667435132 5224.3154296875 4.919143199920654 6.0 +594.8261999911265 5222.51611328125 4.919089317321777 6.0 +594.8466333385004 5223.759765625 4.918827533721924 6.0 +594.8670667856495 5221.412109375 4.918783187866211 6.0 +594.8875000325643 5226.82568359375 4.919483661651611 6.0 +594.907933378774 5220.30517578125 4.918544292449951 6.0 +594.9283668249918 5216.85888671875 4.918885231018066 6.0 +594.9488000707424 5223.982421875 4.919650554656982 6.0 +594.9692334160209 5226.32958984375 4.918749809265137 6.0 +594.9896667610737 5231.10888671875 4.9192352294921875 6.0 +595.0305334502409 5239.5009765625 4.919274806976318 6.0 +595.0509668943632 5230.85009765625 4.919684410095215 6.0 +595.0714001380184 5238.99267578125 4.920252323150635 6.0 +595.0918334812013 5228.724609375 4.918849468231201 6.0 +595.1122669243923 5231.5009765625 4.918755054473877 6.0 +595.1327001668833 5241.01611328125 4.919856548309326 6.0 +595.1531336093685 5241.6748046875 4.919545650482178 6.0 +595.1735669513946 5242.57275390625 4.919527530670166 6.0 +595.1940001929543 5237.39111328125 4.91970682144165 6.0 +595.2144336342753 5243.83544921875 4.9203572273254395 6.0 +595.2348669753701 5239.3115234375 4.920013904571533 6.0 +595.2553002159984 5239.08740234375 4.920042037963867 6.0 +595.2757336561554 5234.890625 4.919470310211182 6.0 +595.296166996086 5238.5068359375 4.919799327850342 6.0 +595.3166003357837 5246.32763671875 4.920218467712402 6.0 +595.3370336750086 5236.8564453125 4.919973850250244 6.0 +595.3574670140079 5234.5830078125 4.919358730316162 6.0 +595.3779003525415 5242.26953125 4.920994281768799 6.0 +595.398333690835 5245.580078125 4.921743392944336 6.0 +595.4187670286701 5238.244140625 4.920260906219482 6.0 +595.4392003662724 5238.14990234375 4.920444488525391 6.0 +595.4596337036346 5237.57080078125 4.920923709869385 6.0 +595.4800670405384 5244.814453125 4.921045303344727 6.0 +595.5005004769773 5233.705078125 4.920153617858887 6.0 +595.5209338131754 5244.05029296875 4.921295166015625 6.0 +595.5413670491471 5245.640625 4.921115875244141 6.0 +595.5618004846474 5239.52294921875 4.919543743133545 6.0 +595.5822338199214 5249.94921875 4.9208903312683105 6.0 +595.602667054729 5231.9765625 4.920292854309082 6.0 +595.6231004893052 5234.8115234375 4.920343399047852 6.0 +595.6435338234078 5239.19140625 4.919647216796875 6.0 +595.663967057284 5244.8076171875 4.920919418334961 6.0 +595.6844004909217 5250.27880859375 4.921266078948975 6.0 +595.7048337238666 5231.9638671875 4.9197163581848145 6.0 +595.7252670568123 5247.970703125 4.921103477478027 6.0 +595.7457004892931 5235.22998046875 4.920041561126709 6.0 +595.7661337215322 5255.41064453125 4.9220991134643555 6.0 +595.7865670533138 5244.00537109375 4.921088218688965 6.0 +595.8070004846231 5236.7001953125 4.920076370239258 6.0 +595.8274337159382 5249.2001953125 4.920992851257324 6.0 +595.8478671465564 5247.609375 4.921167373657227 6.0 +595.8683004771738 5237.26806640625 4.920407295227051 6.0 +595.8887338073182 5239.11279296875 4.920083045959473 6.0 +595.9091671370043 5243.2685546875 4.919872760772705 6.0 +595.9296004664502 5240.2978515625 4.920063018798828 6.0 +595.9500337954378 5255.26025390625 4.921744346618652 6.0 +595.9704671241925 5244.48388671875 4.920816898345947 6.0 +595.9909004527144 5245.92724609375 4.920968055725098 6.0 +596.0113337807634 5248.78125 4.921191692352295 6.0 +596.0317672085876 5238.509765625 4.920320510864258 6.0 +596.0522004359373 5241.7724609375 4.9208197593688965 6.0 +596.0726337630622 5248.60546875 4.9215874671936035 6.0 +596.0930671897222 5244.55908203125 4.921228408813477 6.0 +596.1135004161479 5243.71240234375 4.920583248138428 6.0 +596.1339337421014 5250.818359375 4.92168664932251 6.0 +596.1543671678301 5246.89501953125 4.920868873596191 6.0 +596.1748003933171 5228.36474609375 4.920337200164795 6.0 +596.1952338183473 5246.56884765625 4.921230316162109 6.0 +596.2156671429111 5240.572265625 4.921618938446045 6.0 +596.2361003672413 5251.79443359375 4.921298503875732 6.0 +596.2565337913329 5247.62109375 4.920624256134033 6.0 +596.2769671149654 5244.30126953125 4.920635223388672 6.0 +596.297400338357 5263.7626953125 4.9220452308654785 6.0 +596.3382666839898 5240.0693359375 4.920313835144043 6.0 +596.3587000062253 5247.47265625 4.9211649894714355 6.0 +596.3791333282206 5248.9609375 4.920212268829346 6.0 +596.3995666499904 5255.3779296875 4.9219536781311035 6.0 +596.4199999712946 5241.7958984375 4.92087459564209 6.0 +596.4404332921258 5244.44580078125 4.919447422027588 6.0 +596.4608666127315 5259.44384765625 4.92005729675293 6.0 +596.501733353005 5248.265625 4.921254634857178 6.0 +596.542599991888 5250.82666015625 4.921731948852539 6.0 +596.5630333108566 5248.6484375 4.920712947845459 6.0 +596.5834665295988 5250.06689453125 4.921168804168701 6.0 +596.6038999478769 5245.58251953125 4.920769214630127 6.0 +596.6243332656813 5244.7255859375 4.920411586761475 6.0 +596.6447664832594 5240.6083984375 4.91968297958374 6.0 +596.6651999006062 5273.60205078125 4.923072814941406 6.0 +596.6856332174793 5245.70751953125 4.920841217041016 6.0 +596.7060664338933 5263.94921875 4.922101974487305 6.0 +596.7469331660177 5257.5390625 4.921647071838379 6.0 +596.7673664817339 5258.63818359375 4.921827793121338 6.0 +596.7877997969845 5248.78759765625 4.920949935913086 6.0 +596.8082331117621 5255.6083984375 4.922127723693848 6.0 +596.8286664263142 5249.01953125 4.919557571411133 6.0 +596.8490997404006 5249.06298828125 4.9205756187438965 6.0 +596.8695330544797 5248.9443359375 4.92025899887085 6.0 +596.8899663678676 5253.50537109375 4.9208526611328125 6.0 +596.9103996810227 5252.4931640625 4.920842170715332 6.0 +596.9308329939377 5238.4130859375 4.919338703155518 6.0 +596.9512663063942 5237.95849609375 4.91912841796875 6.0 +596.971699618618 5239.96337890625 4.9184889793396 6.0 +596.9921329303688 5245.2861328125 4.919281482696533 6.0 +597.0125663418949 5255.47802734375 4.921205043792725 6.0 +597.0329995531865 5239.3701171875 4.919894218444824 6.0 +597.053432864006 5248.9267578125 4.921261310577393 6.0 +597.0738662743679 5260.5869140625 4.921983242034912 6.0 +597.0942994844954 5250.6796875 4.921536445617676 6.0 +597.1147327943836 5248.83251953125 4.921031475067139 6.0 +597.1351662038142 5248.220703125 4.920359134674072 6.0 +597.1555994130103 5250.013671875 4.921167373657227 6.0 +597.1760327217344 5241.91748046875 4.92003059387207 6.0 +597.1964661302336 5240.45263671875 4.920102119445801 6.0 +597.2168993382656 5249.40771484375 4.920137882232666 6.0 +597.2373327460591 5244.72119140625 4.920752048492432 6.0 +597.2577660536263 5249.6083984375 4.920245170593262 6.0 +597.278199260727 5245.50439453125 4.920792102813721 6.0 +597.2986326673563 5238.66650390625 4.920619487762451 6.0 +597.3190659739921 5239.66015625 4.919766902923584 6.0 +597.3394992799294 5248.27197265625 4.9213547706604 6.0 +597.3599325858595 5239.9794921875 4.9204840660095215 6.0 +597.3803658910983 5248.671875 4.920623779296875 6.0 +597.4007991963299 5245.4619140625 4.920133113861084 6.0 +597.4212326011038 5236.126953125 4.920116901397705 6.0 +597.4620991094853 5245.89404296875 4.920842170715332 6.0 +597.4825325130878 5243.443359375 4.919976234436035 6.0 +597.502965716696 5236.95361328125 4.920370101928711 6.0 +597.5233990195993 5251.0869140625 4.9211273193359375 6.0 +597.543832322277 5233.1181640625 4.92031192779541 6.0 +597.5642656247219 5250.83740234375 4.921954154968262 6.0 +597.5846989267011 5241.57373046875 4.920907974243164 6.0 +597.6051322284402 5242.13623046875 4.9198126792907715 6.0 +597.6255655299537 5236.32861328125 4.91994047164917 6.0 +597.6459989309951 5235.41650390625 4.920236587524414 6.0 +597.6664321315766 5239.5654296875 4.920539855957031 6.0 +597.686865431926 5244.7744140625 4.920773029327393 6.0 +597.707298832036 5235.7470703125 4.919373989105225 6.0 +597.7277320316862 5238.32958984375 4.919692039489746 6.0 +597.7481653311042 5239.5830078125 4.919715881347656 6.0 +597.7685987300501 5248.29541015625 4.9213480949401855 6.0 +597.789031928769 5246.9658203125 4.920355319976807 6.0 +597.8094652270229 5240.2978515625 4.919979095458984 6.0 +597.8298986250375 5240.18701171875 4.920533180236816 6.0 +597.8503319228257 5246.15283203125 4.920632839202881 6.0 +597.8707651201476 5240.09521484375 4.919170379638672 6.0 +597.891198516998 5246.62353515625 4.919471740722656 6.0 +597.9116318136221 5242.22998046875 4.919509410858154 6.0 +597.9320650100126 5233.52978515625 4.918886661529541 6.0 +597.9524984059317 5242.46337890625 4.919808387756348 6.0 +597.9729317016245 5233.68798828125 4.919205188751221 6.0 +598.0137982918386 5241.37646484375 4.918662071228027 6.0 +598.0342315866001 5241.96484375 4.921136379241943 6.0 +598.0546649808966 5231.1064453125 4.9186553955078125 6.0 +598.0750981747187 5234.12841796875 4.91865873336792 6.0 +598.0955314685489 5240.5947265625 4.918428897857666 6.0 +598.1159648616813 5231.89208984375 4.917969226837158 6.0 +598.136398054572 5228.78857421875 4.918558120727539 6.0 +598.156831347238 5226.6826171875 4.917277812957764 6.0 +598.1772646396712 5241.9658203125 4.916983127593994 6.0 +598.1976979313986 5226.791015625 4.914633274078369 6.0 +598.2181312231332 5234.791015625 4.916275501251221 6.0 +598.2385645144022 5218.2978515625 4.915135860443115 6.0 +598.2794310960016 5236.716796875 4.908336162567139 6.0 +599.219340700547 5190.67431640625 4.87194299697876 6.0 +599.2397738752843 5190.36669921875 4.878612041473389 6.0 +599.260207249783 5201.26025390625 4.879832744598389 6.0 +599.2806405238225 5191.47265625 4.882185459136963 6.0 +599.3010736976285 5198.1884765625 4.883656024932861 6.0 +599.3215070711958 5196.841796875 4.887734413146973 6.0 +599.341940344304 5206.93017578125 4.888411998748779 6.0 +599.3623736171794 5203.14697265625 4.888504981994629 6.0 +599.3828068895818 5205.86083984375 4.890781879425049 6.0 +599.4032401617587 5202.818359375 4.891911029815674 6.0 +599.42367343347 5206.275390625 4.892914772033691 6.0 +599.4441067049411 5209.12939453125 4.895466327667236 6.0 +599.4645399761866 5198.16845703125 4.896428108215332 6.0 +599.4849732469665 5205.9365234375 4.897363662719727 6.0 +599.5054065172735 5201.4384765625 4.897735118865967 6.0 +599.5258397875878 5204.95654296875 4.900582313537598 6.0 +599.5462731572043 5208.2529296875 4.901240348815918 6.0 +599.5667064268127 5201.5556640625 4.90207576751709 6.0 +599.5871395959621 5210.5390625 4.903611660003662 6.0 +599.60757296464 5201.97412109375 4.903750419616699 6.0 +599.6280062330916 5200.28369140625 4.9038190841674805 6.0 +599.6484394013096 5198.708984375 4.904960632324219 6.0 +599.6688727690635 5207.24755859375 4.906466007232666 6.0 +599.6893060363436 5201.70947265625 4.906338691711426 6.0 +599.7097392036303 5213.978515625 4.909002780914307 6.0 +599.7301725704456 5206.92138671875 4.908478260040283 6.0 +599.7506058368017 5203.0205078125 4.90859842300415 6.0 +599.7710390029242 5203.6650390625 4.909362316131592 6.0 +599.7914723685826 5203.54345703125 4.910003185272217 6.0 +599.811905634233 5213.810546875 4.911778926849365 6.0 +599.8323388991921 5202.2197265625 4.910661697387695 6.0 +599.8527721639111 5204.302734375 4.9105939865112305 6.0 +599.8732053284039 5203.83154296875 4.910882472991943 6.0 +599.8936386924324 5197.54248046875 4.910372734069824 6.0 +599.9140719562274 5192.49609375 4.911567687988281 6.0 +599.9345052197823 5211.08349609375 4.913595199584961 6.0 +599.9549384828788 5204.4501953125 4.912562847137451 6.0 +599.9753717455023 5205.41650390625 4.913586139678955 6.0 +599.9958050081332 5198.42333984375 4.913614749908447 6.0 +600.0162383700663 5199.6708984375 4.912402629852295 6.0 +600.0366715319979 5201.55712890625 4.914050102233887 6.0 +600.0571047932244 5196.31201171875 4.9131760597229 6.0 +600.077538154459 5205.21923828125 4.91463041305542 6.0 +600.0979713152192 5202.29150390625 4.913375377655029 6.0 +600.1184045755217 5201.689453125 4.914929389953613 6.0 +600.1592710954283 5206.15478515625 4.9147796630859375 6.0 +600.1797043547922 5200.3271484375 4.915216445922852 6.0 +600.2001377139313 5199.35498046875 4.915586948394775 6.0 +600.2205708728288 5200.23291015625 4.915921688079834 6.0 +600.2410042312695 5199.21533203125 4.915952682495117 6.0 +600.2614374892437 5197.06982421875 4.915618419647217 6.0 +600.2818706469843 5201.419921875 4.915222644805908 6.0 +600.3023040044864 5200.5185546875 4.915663719177246 6.0 +600.3227372615293 5201.97705078125 4.915388107299805 6.0 +600.3431704183313 5196.55810546875 4.9145708084106445 6.0 +600.3636037746764 5207.306640625 4.91498327255249 6.0 +600.384037030788 5204.2001953125 4.915463447570801 6.0 +600.4044702866595 5196.06396484375 4.914130210876465 6.0 +600.4249035420726 5200.197265625 4.915092468261719 6.0 +600.44533679702 5200.50439453125 4.913792610168457 6.0 +600.4657700517273 5193.52490234375 4.91446590423584 6.0 +600.4862034062098 5198.27734375 4.915438175201416 6.0 +600.5066365602252 5195.4453125 4.915420055389404 6.0 +600.5270698140012 5193.2314453125 4.915735244750977 6.0 +600.5475030675516 5198.193359375 4.915581226348877 6.0 +600.5679363206364 5194.29541015625 4.91571569442749 6.0 +600.6088028258673 5198.88916015625 4.916317462921143 6.0 +600.6292360777879 5193.177734375 4.915657997131348 6.0 +600.649669429702 5195.677734375 4.915101051330566 6.0 +600.6701025811562 5199.18212890625 4.91684627532959 6.0 +600.6905358321455 5191.97705078125 4.915043354034424 6.0 +600.7109691828955 5194.78369140625 4.916215419769287 6.0 +600.7518355834763 5230.79248046875 4.921787738800049 6.0 +600.7722689330622 5205.03515625 4.916787624359131 6.0 +600.7927020826537 5199.42333984375 4.916476726531982 6.0 +600.8131353317804 5188.27001953125 4.915772914886475 6.0 +600.8335686804348 5198.9189453125 4.916775703430176 6.0 +600.854001928863 5190.30322265625 4.916046619415283 6.0 +600.8744351768255 5203.126953125 4.918562889099121 6.0 +600.8948684247807 5189.6279296875 4.915526866912842 6.0 +600.9153016720447 5184.263671875 4.9155659675598145 6.0 +600.9357349193087 5193.41845703125 4.915900707244873 6.0 +600.956168165867 5199.80224609375 4.916234493255615 6.0 +600.9766014124325 5191.72412109375 4.915469169616699 6.0 +600.9970347585331 5198.068359375 4.916333198547363 6.0 +601.0174679041593 5197.857421875 4.916826248168945 6.0 +601.0379011497935 5196.84228515625 4.914971351623535 6.0 +601.0583344947227 5185.12255859375 4.914796829223633 6.0 +601.0787676396576 5190.70947265625 4.914360523223877 6.0 +601.0992008838948 5186.1123046875 4.91455078125 6.0 +601.1196342281328 5184.40576171875 4.9145331382751465 6.0 +601.1400673718963 5190.6669921875 4.9138407707214355 6.0 +601.1605006152022 5185.20361328125 4.914051055908203 6.0 +601.1809339582687 5188.123046875 4.9152703285217285 6.0 +601.2013671011082 5194.1875 4.915530204772949 6.0 +601.2218003434828 5192.642578125 4.916494369506836 6.0 +601.2626668275261 5192.1826171875 4.915419101715088 6.0 +601.2831001689701 5194.59814453125 4.915404796600342 6.0 +601.3035333099469 5185.99951171875 4.915116310119629 6.0 +601.3443998911971 5186.93310546875 4.9133219718933105 6.0 +601.3648330312426 5189.9521484375 4.914468288421631 6.0 +601.3852662710487 5179.89013671875 4.913662433624268 6.0 +601.4056996106301 5190.77783203125 4.914097785949707 6.0 +601.4261328497378 5197.72509765625 4.914726257324219 6.0 +601.4465659883863 5170.330078125 4.913254737854004 6.0 +601.4669993268035 5174.716796875 4.913224220275879 6.0 +601.4874325649871 5185.7880859375 4.91470193862915 6.0 +601.507865702697 5179.552734375 4.9142165184021 6.0 +601.5282990401829 5190.59814453125 4.9147748947143555 6.0 +601.5487322774279 5190.98779296875 4.915097236633301 6.0 +601.5691654142138 5184.96044921875 4.914609909057617 6.0 +601.5895987505355 5186.0205078125 4.914668560028076 6.0 +601.6100319868492 5187.693359375 4.914400577545166 6.0 +601.6304653224724 5182.33056640625 4.914520740509033 6.0 +601.6508984580942 5182.5673828125 4.913881778717041 6.0 +601.6713316932437 5192.7275390625 4.915083408355713 6.0 +601.6917650279356 5184.138671875 4.913689136505127 6.0 +601.7121981623932 5184.8349609375 4.9139556884765625 6.0 +601.7326313966114 5181.4365234375 4.914644718170166 6.0 +601.753064730372 5175.78662109375 4.913652420043945 6.0 +601.7734978638982 5182.16162109375 4.913733005523682 6.0 +601.8143644297816 5180.8642578125 4.913653373718262 6.0 +601.8347975623765 5188.685546875 4.9146647453308105 6.0 +601.8552307944992 5191.48291015625 4.914628505706787 6.0 +601.8756640261636 5188.5556640625 4.913681983947754 6.0 +601.8960972578279 5188.1640625 4.914058208465576 6.0 +601.9165304887865 5180.87841796875 4.913954734802246 6.0 +601.9369638197531 5196.50830078125 4.917273044586182 6.0 +601.9573969502526 5179.2626953125 4.9123311042785645 6.0 +601.9778302802806 5179.2705078125 4.912543773651123 6.0 +601.9982635100823 5181.04833984375 4.913392543792725 6.0 +602.0186966396504 5182.60107421875 4.91341495513916 6.0 +602.0391299687471 5177.77392578125 4.913311958312988 6.0 +602.0595631976175 5184.4375 4.912532806396484 6.0 +602.0799963262543 5178.51708984375 4.910798072814941 6.0 +602.1004296544197 5180.263671875 4.913684844970703 6.0 +602.120862882126 5183.0380859375 4.914535045623779 6.0 +602.1412960095986 5178.92431640625 4.911932945251465 6.0 +602.1617293368327 5178.125 4.911229610443115 6.0 +602.1821625638404 5190.73779296875 4.914561748504639 6.0 +602.2025956901489 5173.2626953125 4.912982940673828 6.0 +602.2230290164516 5183.57421875 4.913796901702881 6.0 +602.2434622422952 5170.53369140625 4.913421154022217 6.0 +602.263895467906 5171.703125 4.913365840911865 6.0 +602.2843286930438 5166.90966796875 4.9107184410095215 6.0 +602.3047619179561 5163.1220703125 4.910097122192383 6.0 +602.3251952424034 5189.408203125 4.91546106338501 6.0 +602.3456283666092 5177.501953125 4.912059783935547 6.0 +602.3660615905901 5168.33642578125 4.91089391708374 6.0 +602.3864949140989 5175.38623046875 4.911983966827393 6.0 +602.4069281371485 5173.0283203125 4.911760330200195 6.0 +602.4273612601974 5168.43994140625 4.91071891784668 6.0 +602.4477945827821 5171.72705078125 4.911169528961182 6.0 +602.4682278048931 5164.68603515625 4.910879135131836 6.0 +602.4886609267778 5171.76318359375 4.911367416381836 6.0 +602.5090942484239 5171.244140625 4.911059379577637 6.0 +602.5295274696109 5170.033203125 4.91074275970459 6.0 +602.5499605905643 5171.39599609375 4.910987854003906 6.0 +602.5703939110535 5165.85595703125 4.9101176261901855 6.0 +602.5908271313019 5168.2041015625 4.911059379577637 6.0 +602.6112602510912 5170.28515625 4.910763263702393 6.0 +602.6316935708746 5162.32958984375 4.910026550292969 6.0 +602.6521266899654 5164.41845703125 4.9102888107299805 6.0 +602.6725600088248 5170.45849609375 4.910645961761475 6.0 +602.6929932274506 5164.39697265625 4.909563064575195 6.0 +602.7134263458356 5154.73828125 4.909369468688965 6.0 +602.7338596637637 5176.15380859375 4.910322666168213 6.0 +602.7542928812181 5168.287109375 4.909929275512695 6.0 +602.774726098447 5167.54052734375 4.910131454467773 6.0 +602.795159315443 5166.67333984375 4.910655975341797 6.0 +602.8155925322062 5163.37158203125 4.910909175872803 6.0 +602.8360257484965 5166.63330078125 4.91086483001709 6.0 +602.8564589643283 5160.88671875 4.9098219871521 6.0 +602.8768921799201 5167.24853515625 4.910575866699219 6.0 +602.8973253952863 5166.46240234375 4.9103684425354 6.0 +602.9177587101876 5163.98583984375 4.909863471984863 6.0 +602.9381918248546 5168.423828125 4.90984582901001 6.0 +602.9586250390494 5169.2421875 4.910364151000977 6.0 +602.9790583530194 5154.3212890625 4.908797264099121 6.0 +603.0199246800184 5150.20751953125 4.90898323059082 6.0 +603.0403579930571 5171.10986328125 4.9105916023254395 6.0 +603.0607911056286 5163.0029296875 4.908552646636963 6.0 +603.0812244179615 5162.36767578125 4.908491134643555 6.0 +603.1016576300681 5162.82177734375 4.9115424156188965 6.0 +603.122090741701 5161.51318359375 4.909358978271484 6.0 +603.142524052877 5159.59814453125 4.909252166748047 6.0 +603.1629572640522 5159.77587890625 4.9097580909729 6.0 +603.1833903747611 5162.38037109375 4.909332275390625 6.0 +603.2038236849985 5156.7353515625 4.90841817855835 6.0 +603.2242568950096 5163.01513671875 4.9093499183654785 6.0 +603.2446900047798 5164.69482421875 4.911441326141357 6.0 +603.2651233140932 5166.67236328125 4.909684658050537 6.0 +603.285556523173 5167.0048828125 4.912543773651123 6.0 +603.3059896317864 5162.51416015625 4.909510135650635 6.0 +603.3264229401611 5169.56396484375 4.910970211029053 6.0 +603.3468561483096 5163.6455078125 4.912566184997559 6.0 +603.3672892559844 5158.36376953125 4.911705493927002 6.0 +603.3877225632023 5157.07373046875 4.909017086029053 6.0 +603.4081557704194 5154.43310546875 4.9086151123046875 6.0 +603.4285889771636 5157.9580078125 4.909014701843262 6.0 +603.4490221834494 5157.32177734375 4.908681392669678 6.0 +603.4694553895024 5160.802734375 4.908999443054199 6.0 +603.489888695316 5156.75048828125 4.909154415130615 6.0 +603.5103218006698 5156.52099609375 4.909806251525879 6.0 +603.5307550057914 5152.4951171875 4.908986568450928 6.0 +603.5511883104409 5154.5791015625 4.91098165512085 6.0 +603.5716214148633 5161.9345703125 4.910308361053467 6.0 +603.5920546190537 5168.4951171875 4.91353702545166 6.0 +603.6124879227718 5152.40234375 4.908947467803955 6.0 +603.6329210262629 5170.8544921875 4.9110517501831055 6.0 +603.6533542292891 5162.51806640625 4.912878513336182 6.0 +603.673787532076 5161.49609375 4.913030624389648 6.0 +603.6942206346357 5161.3876953125 4.910166263580322 6.0 +603.7146538367306 5160.82958984375 4.91025447845459 6.0 +603.7350871385861 5155.4501953125 4.908638000488281 6.0 +603.7555203399825 5156.25830078125 4.910195350646973 6.0 +603.775953541146 5157.83544921875 4.912008762359619 6.0 +603.7963867418366 5161.4111328125 4.912145614624023 6.0 +603.8168199425345 5156.3818359375 4.9081830978393555 6.0 +603.8372531425339 5155.392578125 4.9086384773254395 6.0 +603.8576863422932 5161.76416015625 4.911375045776367 6.0 +603.8781195418269 5154.90185546875 4.908769607543945 6.0 +603.8985527411278 5157.408203125 4.910933017730713 6.0 +603.9189859399557 5157.1650390625 4.909609794616699 6.0 +603.9394190383246 5159.001953125 4.911140441894531 6.0 +603.9802855345915 5155.7255859375 4.911983013153076 6.0 +604.000718632029 5159.82470703125 4.912762641906738 6.0 +604.0211519292352 5161.7666015625 4.911250114440918 6.0 +604.0415851259677 5160.8447265625 4.912111759185791 6.0 +604.0620182227067 5161.12646484375 4.910722255706787 6.0 +604.0824515187414 5157.1171875 4.908187389373779 6.0 +604.1028847147827 5154.47705078125 4.908620357513428 6.0 +604.1233179103583 5163.2216796875 4.910750865936279 6.0 +604.1437511054683 5154.78466796875 4.910900115966797 6.0 +604.1641843003381 5159.51025390625 4.912436008453369 6.0 +604.1846175949831 5151.09619140625 4.911342144012451 6.0 +604.2050506893866 5146.4345703125 4.909006118774414 6.0 +604.2459171768132 5156.6748046875 4.912317276000977 6.0 +604.2663502700598 5157.72998046875 4.912209987640381 6.0 +604.286783463067 5146.361328125 4.908841609954834 6.0 +604.3072167556165 5153.611328125 4.910449504852295 6.0 +604.3480830400076 5150.78271484375 4.911608695983887 6.0 +604.3889495227704 5150.330078125 4.911892890930176 6.0 +604.4093826139215 5164.57470703125 4.912339687347412 6.0 +604.4298159043756 5167.0703125 4.912314414978027 6.0 +604.4502490948216 5157.45361328125 4.911068439483643 6.0 +604.4706821848085 5163.2880859375 4.911613464355469 6.0 +604.4911154745641 5155.90625 4.910940647125244 6.0 +604.511548663846 5156.0712890625 4.910750865936279 6.0 +604.5319819529032 5153.1962890625 4.9104485511779785 6.0 +604.5524150414931 5159.767578125 4.911316394805908 6.0 +604.5728482298437 5166.12109375 4.91254997253418 6.0 +604.5932814179687 5169.01025390625 4.912564754486084 6.0 +604.613714605628 5151.57177734375 4.910829067230225 6.0 +604.6341477930473 5156.2275390625 4.911533355712891 6.0 +604.6545809800082 5154.3017578125 4.910655975341797 6.0 +604.6750141667362 5157.572265625 4.9100542068481445 6.0 +604.6954473532242 5158.2421875 4.910375595092773 6.0 +604.7158805392537 5154.201171875 4.910880088806152 6.0 +604.7363137250504 5158.2685546875 4.911025047302246 6.0 +604.7567469103742 5160.845703125 4.911981582641602 6.0 +604.7771801954732 5159.533203125 4.911707401275635 6.0 +604.7976132803378 5163.44091796875 4.910806179046631 6.0 +604.8180464647303 5153.7626953125 4.910848140716553 6.0 +604.838479748898 5159.732421875 4.912290096282959 6.0 +604.8589128325984 5158.18994140625 4.911682605743408 6.0 +604.9202123820651 5162.8642578125 4.912311553955078 6.0 +604.9406456645956 5166.60693359375 4.91273307800293 6.0 +604.9815119285049 5155.087890625 4.911586284637451 6.0 +605.0019452101042 5158.2607421875 4.911381721496582 6.0 +605.0428114721508 5164.046875 4.912069320678711 6.0 +605.0632447525859 5157.2080078125 4.9113688468933105 6.0 +605.0836779327947 5186.13134765625 4.914365768432617 6.0 +605.1041110127699 5163.5048828125 4.912294387817383 6.0 +605.1245442922736 5153.724609375 4.9118804931640625 6.0 +605.1449774715511 5159.1142578125 4.9124579429626465 6.0 +605.1654106503629 5162.26708984375 4.91269063949585 6.0 +605.1858438289346 5162.44970703125 4.91256856918335 6.0 +605.2062770072807 5157.84765625 4.911881923675537 6.0 +605.2267101851612 5170.60107421875 4.913296699523926 6.0 +605.2471434628023 5163.72021484375 4.912371635437012 6.0 +605.2675765399836 5154.94287109375 4.912044525146484 6.0 +605.2880097169327 5163.2841796875 4.912888526916504 6.0 +605.3084428936418 5170.1162109375 4.911890029907227 6.0 +605.3288760698924 5172.89501953125 4.912120819091797 6.0 +605.349309345911 5167.2392578125 4.91058349609375 6.0 +605.3697424214552 5172.763671875 4.911202907562256 6.0 +605.3901755967745 5160.6650390625 4.91106653213501 6.0 +605.4106088718545 5181.189453125 4.914151191711426 6.0 +605.4310419464746 5158.8017578125 4.912103652954102 6.0 +605.4514751208626 5163.150390625 4.9122796058654785 6.0 +605.4719083947857 5153.53271484375 4.911818981170654 6.0 +605.4923414684672 5159.27197265625 4.9116740226745605 6.0 +605.5127746419239 5167.68603515625 4.912473678588867 6.0 +605.5332079149084 5160.4912109375 4.912148952484131 6.0 +605.5536409876659 5167.876953125 4.912430763244629 6.0 +605.5740741599584 5159.0146484375 4.912106990814209 6.0 +605.5945074320189 5168.2080078125 4.912888050079346 6.0 +605.6149406038385 5165.36181640625 4.913334369659424 6.0 +605.6353736751989 5165.4091796875 4.912996768951416 6.0 +605.6558069463208 5160.3203125 4.912919521331787 6.0 +605.6762401172164 5155.56103515625 4.913011074066162 6.0 +605.6966732876463 5166.4384765625 4.913527965545654 6.0 +605.7171064576105 5160.88232421875 4.912878513336182 6.0 +605.7375396275675 5154.58447265625 4.9127302169799805 6.0 +605.757972896834 5159.98583984375 4.913193702697754 6.0 +605.7784059660917 5172.3310546875 4.914294242858887 6.0 +605.8192724034598 5167.1611328125 4.914077281951904 6.0 +605.8397054715606 5158.7939453125 4.912835121154785 6.0 +605.8601386394221 5167.3017578125 4.913754463195801 6.0 +605.8805719068259 5172.51806640625 4.914193630218506 6.0 +605.901004974221 5172.48193359375 4.913265228271484 6.0 +605.9214381409256 5172.150390625 4.912917613983154 6.0 +605.9623044736363 5178.072265625 4.914757251739502 6.0 +605.9827376396352 5169.0673828125 4.913381099700928 6.0 +606.0031708051756 5175.0361328125 4.9140214920043945 6.0 +606.023603970476 5163.681640625 4.913237571716309 6.0 +606.0440371353179 5173.595703125 4.914096355438232 6.0 +606.064470299927 5169.25 4.913736820220947 6.0 +606.0849034643034 5166.68701171875 4.913924217224121 6.0 +606.1053367282075 5173.01123046875 4.914044380187988 6.0 +606.1257697918845 5179.7763671875 4.914590835571289 6.0 +606.1462029550894 5172.51220703125 4.913842678070068 6.0 +606.1666362180695 5180.30859375 4.914278507232666 6.0 +606.187069380816 5177.7763671875 4.914222240447998 6.0 +606.2075024430887 5170.1943359375 4.913749694824219 6.0 +606.2279357051375 5175.31103515625 4.914403915405273 6.0 +606.2483688667198 5178.361328125 4.914708614349365 6.0 +606.2688019282941 5175.64111328125 4.914468765258789 6.0 +606.2892351891787 5178.48486328125 4.915092468261719 6.0 +606.3096683500626 5184.52392578125 4.915490627288818 6.0 +606.3301014102399 5182.4453125 4.914966583251953 6.0 +606.350534670426 5174.015625 4.91452169418335 6.0 +606.3709678301457 5188.87548828125 4.9156718254089355 6.0 +606.3914008896245 5179.16943359375 4.914564609527588 6.0 +606.4118341486464 5187.3447265625 4.914550304412842 6.0 +606.4322673074348 5184.58154296875 4.915150165557861 6.0 +606.4527005659838 5183.912109375 4.91521692276001 6.0 +606.473133624073 5183.060546875 4.915537357330322 6.0 +606.49356678193 5182.38720703125 4.914947509765625 6.0 +606.5140000393149 5181.07568359375 4.915637493133545 6.0 +606.5548662533984 5182.6962890625 4.914961814880371 6.0 +606.5752995098519 5189.73291015625 4.916109561920166 6.0 +606.5957325660784 5185.12158203125 4.915546894073486 6.0 +606.6161657218399 5186.95263671875 4.916322708129883 6.0 +606.6365988773614 5196.1787109375 4.916618347167969 6.0 +606.6570320326573 5192.27001953125 4.91643762588501 6.0 +606.6774651874875 5191.25634765625 4.916085720062256 6.0 +606.6978984420784 5176.3193359375 4.915107727050781 6.0 +606.7183314964423 5192.4033203125 4.916383743286133 6.0 +606.7387646503412 5204.5146484375 4.917725086212158 6.0 +606.7591979037679 5190.29931640625 4.916648864746094 6.0 +606.7796309572004 5187.53857421875 4.916397571563721 6.0 +606.800064110168 5198.244140625 4.917601585388184 6.0 +606.8204973626634 5202.6103515625 4.9179863929748535 6.0 +606.8409304151646 5196.82861328125 4.917553424835205 6.0 +606.8613636669616 5189.50341796875 4.916383743286133 6.0 +606.881796818765 5196.49951171875 4.917196750640869 6.0 +606.902229870102 5197.59375 4.917160511016846 6.0 +606.9226631209749 5204.05126953125 4.917334079742432 6.0 +606.9430962718397 5199.23681640625 4.917508602142334 6.0 +606.9635293222454 5193.42822265625 4.917051792144775 6.0 +606.9839625721797 5200.77001953125 4.9170823097229 6.0 +607.0043957218877 5188.4072265625 4.915483474731445 6.0 +607.0248288713628 5197.57275390625 4.916095733642578 6.0 +607.0452620203723 5191.623046875 4.9146037101745605 6.0 +607.0656951691417 5200.87158203125 4.916395664215088 6.0 +607.0861283176855 5192.1591796875 4.91602087020874 6.0 +607.1065614657564 5199.2783203125 4.917181015014648 6.0 +607.1269946136017 5203.71240234375 4.917621612548828 6.0 +607.1474277609814 5197.4267578125 4.916329860687256 6.0 +607.1882940550349 5206.9326171875 4.917992115020752 6.0 +607.2495934936742 5200.8623046875 4.917090892791748 6.0 +607.270026739192 5198.84423828125 4.916585922241211 6.0 +607.2904597844754 5207.35107421875 4.916930198669434 6.0 +607.3108929292866 5212.30712890625 4.918039321899414 6.0 +607.3313261738731 5210.93603515625 4.917626857757568 6.0 +607.3517593182187 5210.48876953125 4.917856216430664 6.0 +607.3721923621051 5207.5478515625 4.918003082275391 6.0 +607.3926256057603 5209.7373046875 4.9180684089660645 6.0 +607.4130586489482 5218.86572265625 4.919050693511963 6.0 +607.4334917918968 5216.95947265625 4.9187798500061035 6.0 +607.4539250346206 5213.9443359375 4.91813325881958 6.0 +607.47435807687 5212.2705078125 4.918136119842529 6.0 +607.4947912188945 5220.056640625 4.918812274932861 6.0 +607.515224460687 5221.89111328125 4.918482780456543 6.0 +607.5356576020058 5223.00146484375 4.919031620025635 6.0 +607.5560906430983 5224.193359375 4.9190802574157715 6.0 +607.5765238837266 5221.32568359375 4.918696403503418 6.0 +607.5969570241141 5220.41259765625 4.918095111846924 6.0 +607.617390164276 5216.87060546875 4.917559623718262 6.0 +607.6378233039723 5217.64013671875 4.917385578155518 6.0 +607.6582564434284 5220.6259765625 4.917788505554199 6.0 +607.6786896826598 5220.91552734375 4.917228698730469 6.0 +607.6991227214239 5223.36767578125 4.919126987457275 6.0 +607.7195558599487 5220.67333984375 4.918998718261719 6.0 +607.7399890980159 5224.5166015625 4.918781757354736 6.0 +607.7604221358488 5225.048828125 4.918733596801758 6.0 +607.7808552734423 5224.04638671875 4.9188618659973145 6.0 +607.8012885105782 5223.3935546875 4.918569564819336 6.0 +607.8217215474797 5221.86572265625 4.918412685394287 6.0 +607.8421546841419 5231.11083984375 4.9196600914001465 6.0 +607.8625879203464 5232.16943359375 4.920053005218506 6.0 +607.8830209563166 5235.90087890625 4.920359134674072 6.0 +607.9034540918146 5224.89794921875 4.919045448303223 6.0 +607.9238873270879 5231.48681640625 4.918240547180176 6.0 +607.9443203621267 5233.2568359375 4.919350624084473 6.0 +607.9647534966934 5237.20703125 4.919910430908203 6.0 +607.9851867310354 5237.73876953125 4.920027732849121 6.0 +608.0056197649101 5219.2431640625 4.9180073738098145 6.0 +608.0260529985462 5246.52978515625 4.920628547668457 6.0 +608.046486131956 5242.03759765625 4.919979095458984 6.0 +608.0669191651323 5236.67333984375 4.920407772064209 6.0 +608.0873523978371 5247.27880859375 4.920851707458496 6.0 +608.1077855300828 5218.1298828125 4.918291091918945 6.0 +608.1282185620948 5239.7021484375 4.920073986053467 6.0 +608.1486517938683 5242.4912109375 4.919438362121582 6.0 +608.1690849254155 5241.26171875 4.920315265655518 6.0 +608.1895179564963 5240.91796875 4.9203314781188965 6.0 +608.2099511873384 5232.7578125 4.919268608093262 6.0 +608.2303843177215 5230.3369140625 4.919184684753418 6.0 +608.2508173478709 5242.74072265625 4.918071746826172 6.0 +608.2712505777818 5230.65185546875 4.916293144226074 6.0 +608.2916837072335 5240.18212890625 4.919598579406738 6.0 +608.3121167364516 5239.70654296875 4.9192705154418945 6.0 +608.3325499654311 5244.25 4.919301509857178 6.0 +608.3529830939515 5241.859375 4.918948650360107 6.0 +608.3734162220062 5245.08740234375 4.920060157775879 6.0 +608.3938493500536 5243.08740234375 4.919459819793701 6.0 +608.4142824776427 5242.9365234375 4.919071674346924 6.0 +608.4347157049924 5248.421875 4.9211554527282715 6.0 +608.4551487318822 5241.56494140625 4.919305801391602 6.0 +608.47558185854 5240.35791015625 4.919912815093994 6.0 +608.4960150847328 5242.6220703125 4.920673847198486 6.0 +608.5164482109176 5241.78662109375 4.920109748840332 6.0 +608.5368812364104 5250.27294921875 4.920242786407471 6.0 +608.5573144618975 5246.4423828125 4.920799732208252 6.0 +608.5777475869254 5248.517578125 4.920506477355957 6.0 +608.5981806117197 5241.236328125 4.920729160308838 6.0 +608.6186138360426 5251.51416015625 4.921708583831787 6.0 +608.6390469601392 5250.15283203125 4.921517372131348 6.0 +608.6594799840022 5259.85107421875 4.922192573547363 6.0 +608.6799132073938 5243.77392578125 4.920839309692383 6.0 +608.7003462305584 5250.56982421875 4.922039985656738 6.0 +608.720779353258 5247.12890625 4.921606063842773 6.0 +608.7412125757182 5249.23779296875 4.921460151672363 6.0 +608.7616455979514 5256.69287109375 4.922358989715576 6.0 +608.7820788197205 5256.82568359375 4.921936511993408 6.0 +608.8025119412487 5253.8232421875 4.921789646148682 6.0 +608.8229449625505 5252.056640625 4.921422958374023 6.0 +608.8433781833883 5254.55517578125 4.9216437339782715 6.0 +608.8638113039851 5254.26171875 4.921701431274414 6.0 +608.8842444243564 5253.82275390625 4.920758247375488 6.0 +608.9251106639276 5262.3466796875 4.922717094421387 6.0 +608.9659769021091 5251.91259765625 4.922020435333252 6.0 +608.9864100208433 5254.25048828125 4.922361373901367 6.0 +609.0068431391192 5263.06591796875 4.922394752502441 6.0 +609.0272762571622 5249.3525390625 4.921297073364258 6.0 +609.047709374965 5264.6259765625 4.923553466796875 6.0 +609.0681424923096 5261.90478515625 4.923086643218994 6.0 +609.088575709422 5256.841796875 4.922524452209473 6.0 +609.1090087262928 5254.89013671875 4.922321319580078 6.0 +609.129441842706 5251.22412109375 4.922632694244385 6.0 +609.1498750588871 5257.2275390625 4.923110008239746 6.0 +609.1703080745938 5250.26904296875 4.9217305183410645 6.0 +609.1907412900764 5253.4716796875 4.922848701477051 6.0 +609.2111744053254 5256.7451171875 4.922995567321777 6.0 +609.2316074201008 5257.1181640625 4.923216819763184 6.0 +609.2520406346521 5261.8154296875 4.923421382904053 6.0 +609.2724737489698 5250.46826171875 4.922793388366699 6.0 +609.2929067628138 5252.9404296875 4.9228291511535645 6.0 +609.3133399764338 5260.80615234375 4.923970699310303 6.0 +609.3337730895873 5251.25927734375 4.922860622406006 6.0 +609.3542062025008 5253.13916015625 4.922905445098877 6.0 +609.3746393151887 5254.86376953125 4.922762393951416 6.0 +609.395072327643 5263.1279296875 4.923769474029541 6.0 +609.4155054396251 5252.69873046875 4.922453880310059 6.0 +609.4359386511496 5251.33837890625 4.922650337219238 6.0 +609.4563717626734 5261.70556640625 4.923569679260254 6.0 +609.4768047737234 5250.6220703125 4.922492980957031 6.0 +609.4972379843166 5255.83447265625 4.923488140106201 6.0 +609.5381041047949 5255.69677734375 4.923111438751221 6.0 +609.5585373146896 5256.18798828125 4.923367500305176 6.0 +609.5789704241179 5259.52392578125 4.923351764678955 6.0 +609.5994036333068 5259.52685546875 4.925586700439453 6.0 +609.6198366420358 5252.5634765625 4.924773693084717 6.0 +609.6402697505328 5253.77685546875 4.9226298332214355 6.0 +609.6607029587904 5249.95361328125 4.922360897064209 6.0 +609.6811359668209 5255.2490234375 4.9228835105896 6.0 +609.7015690743865 5262.31396484375 4.923435211181641 6.0 +609.72200228148 5265.56298828125 4.923497676849365 6.0 +609.7424352883463 5254.3876953125 4.922698974609375 6.0 +609.7628683949806 5250.22119140625 4.922745704650879 6.0 +609.7833016013756 5249.462890625 4.922372817993164 6.0 +609.8037346073106 5263.23974609375 4.925343036651611 6.0 +609.8241677130136 5259.27587890625 4.925531387329102 6.0 +609.8446009182444 5259.609375 4.9256911277771 6.0 +609.8854670280198 5259.560546875 4.924360752105713 6.0 +609.9059002325521 5252.021484375 4.924713134765625 6.0 +609.9263333366252 5260.6728515625 4.925906181335449 6.0 +609.9467664404656 5247.79345703125 4.921700954437256 6.0 +609.967199543833 5265.90576171875 4.926161766052246 6.0 +609.9876326469748 5257.8369140625 4.92476224899292 6.0 +610.0080657498766 5259.85888671875 4.9232282638549805 6.0 +610.0284988523199 5260.66748046875 4.92542839050293 6.0 +610.0693650562753 5252.93359375 4.923262119293213 6.0 +610.0897981568487 5254.234375 4.924476623535156 6.0 +610.130664359167 5263.1357421875 4.925533771514893 6.0 +610.1510974597477 5267.1484375 4.924806118011475 6.0 +610.1715304600948 5253.66943359375 4.924034595489502 6.0 +610.2123967596199 5242.51513671875 4.9209370613098145 6.0 +610.2328297590357 5261.1787109375 4.924975872039795 6.0 +610.2736960566981 5249.0234375 4.922835826873779 6.0 +610.2941291551833 5257.2265625 4.922565937042236 6.0 +610.3145622532029 5256.73681640625 4.92309045791626 6.0 +610.3349953509824 5266.755859375 4.924504280090332 6.0 +610.355428548537 5253.70166015625 4.924322128295898 6.0 +610.375861645618 5267.3037109375 4.924895763397217 6.0 +610.3962946424726 5260.8779296875 4.924564361572266 6.0 +610.4167278388632 5258.93359375 4.923353672027588 6.0 +610.4371609352456 5249.2490234375 4.923006534576416 6.0 +610.4575939309361 5253.20458984375 4.9232354164123535 6.0 +610.4780271266281 5258.91015625 4.924236297607422 6.0 +610.5188932168385 5258.623046875 4.922384738922119 6.0 +610.5393264113663 5251.810546875 4.923351764678955 6.0 +610.5597595056533 5251.3779296875 4.92284631729126 6.0 +610.6006256933106 5259.14697265625 4.923579692840576 6.0 +610.6210587866663 5261.642578125 4.924272060394287 6.0 +610.6414917797956 5257.28564453125 4.9237060546875 6.0 +610.6619249724608 5264.77783203125 4.924399375915527 6.0 +610.6823580648852 5256.90576171875 4.924020767211914 6.0 +610.7027910570832 5251.35302734375 4.922927379608154 6.0 +610.7232242488171 5250.8818359375 4.922873497009277 6.0 +610.7436573403102 5251.6171875 4.923239231109619 6.0 +610.7640904315776 5249.80908203125 4.922699928283691 6.0 +610.7845235223795 5255.345703125 4.923648357391357 6.0 +610.8049566129412 5253.24267578125 4.9227728843688965 6.0 +610.8253897030445 5234.31884765625 4.921484470367432 6.0 +610.8458227931478 5242.12939453125 4.922485828399658 6.0 +610.8662558827782 5258.50341796875 4.923573017120361 6.0 +610.8866889719502 5248.900390625 4.922982692718506 6.0 +610.9071220608894 5250.17578125 4.9230122566223145 6.0 +610.9275551495884 5238.06884765625 4.922532558441162 6.0 +610.9479883378299 5246.1298828125 4.922689914703369 6.0 +610.968421325837 5240.6376953125 4.922557830810547 6.0 +610.9888544136047 5243.8896484375 4.9230637550354 6.0 +611.0092876011477 5251.556640625 4.922908306121826 6.0 +611.0297205882234 5252.04345703125 4.923450946807861 6.0 +611.0705868614386 5245.32080078125 4.922074794769287 6.0 +611.0910198475831 5249.58984375 4.923496246337891 6.0 +611.1114529332554 5248.28076171875 4.923133373260498 6.0 +611.1318861189357 5244.419921875 4.922982215881348 6.0 +611.1523191041488 5249.03857421875 4.923141956329346 6.0 +611.1727522888905 5241.037109375 4.922781467437744 6.0 +611.1931853736387 5252.560546875 4.923083305358887 6.0 +611.213618457914 5248.34228515625 4.923424243927002 6.0 +611.2340515417309 5255.04052734375 4.923342227935791 6.0 +611.2544846255478 5253.70703125 4.923489093780518 6.0 +611.2749177086662 5249.892578125 4.923746585845947 6.0 +611.2953507917773 5244.11279296875 4.922632694244385 6.0 +611.31578387443 5250.0673828125 4.922292232513428 6.0 +611.3362169568427 5247.97314453125 4.92323637008667 6.0 +611.3566500390298 5248.298828125 4.923028945922852 6.0 +611.3770831207512 5245.0830078125 4.923160076141357 6.0 +611.3975162022398 5245.408203125 4.922427654266357 6.0 +611.4179492832554 5240.8408203125 4.922616958618164 6.0 +611.4383823640455 5250.93115234375 4.923557281494141 6.0 +611.4588154445955 5247.462890625 4.923373699188232 6.0 +611.47924852492 5239.8349609375 4.922580718994141 6.0 +611.4996816047787 5237.37353515625 4.922005653381348 6.0 +611.5201145844039 5242.16748046875 4.922689437866211 6.0 +611.5405477635577 5236.486328125 4.923121929168701 6.0 +611.5609808424852 5236.24267578125 4.9228315353393555 6.0 +611.5814140211733 5237.87744140625 4.922850608825684 6.0 +611.6018469994015 5241.6337890625 4.923549175262451 6.0 +611.6222800776304 5236.34521484375 4.922253131866455 6.0 +611.6427132551544 5237.86572265625 4.923154830932617 6.0 +611.6631462326841 5244.9716796875 4.923542022705078 6.0 +611.6835793097489 5240.5986328125 4.922729969024658 6.0 +611.7040124865744 5243.0224609375 4.9232001304626465 6.0 +611.7244454629399 5232.8486328125 4.9221601486206055 6.0 +611.7448785390734 5235.45849609375 4.922449111938477 6.0 +611.7653117149675 5235.27490234375 4.922451019287109 6.0 +611.7857447904025 5232.66748046875 4.922916889190674 6.0 +611.8061777656039 5240.01513671875 4.923208236694336 6.0 +611.8266109405668 5236.763671875 4.922805309295654 6.0 +611.8470440150704 5246.7197265625 4.9233903884887695 6.0 +611.8674769893405 5237.3818359375 4.922636985778809 6.0 +611.887910163372 5239.56103515625 4.9232258796691895 6.0 +611.9083432369443 5237.0576171875 4.9226226806640625 6.0 +611.9287764102846 5229.70849609375 4.921902656555176 6.0 +611.9492093833833 5230.30908203125 4.922263145446777 6.0 +611.9696424560243 5237.18310546875 4.923487663269043 6.0 +611.9900756284333 5243.7431640625 4.923784255981445 6.0 +612.0105086006006 5228.91650390625 4.923165798187256 6.0 +612.0309416723103 5240.23388671875 4.9240827560424805 6.0 +612.0513747437872 5235.10009765625 4.923158645629883 6.0 +612.0718078150239 5234.43359375 4.922155380249023 6.0 +612.0922408858023 5230.6845703125 4.9221696853637695 6.0 +612.1126739563479 5235.9833984375 4.9222331047058105 6.0 +612.1331070266533 5236.306640625 4.920851230621338 6.0 +612.1535400965004 5234.40380859375 4.922130584716797 6.0 +612.1944062354887 5233.17431640625 4.922615051269531 6.0 +612.2148393044044 5236.76123046875 4.923287868499756 6.0 +612.2352723730874 5235.97412109375 4.923149585723877 6.0 +612.2557054415302 5229.3515625 4.9222612380981445 6.0 +612.2761385095146 5236.98095703125 4.9232001304626465 6.0 +612.2965716772669 5239.189453125 4.922428607940674 6.0 +612.3170046447776 5226.34765625 4.921778678894043 6.0 +612.3374378118315 5232.33447265625 4.922451972961426 6.0 +612.3578708786517 5218.31201171875 4.921311378479004 6.0 +612.3783038452311 5231.314453125 4.922624588012695 6.0 +612.3987370113537 5232.23974609375 4.922577381134033 6.0 +612.4191700772426 5236.78662109375 4.923505783081055 6.0 +612.4396030428907 5228.63818359375 4.922030925750732 6.0 +612.4600362080819 5222.453125 4.921335220336914 6.0 +612.4804692730395 5226.8447265625 4.921534061431885 6.0 +612.5009022377562 5237.375 4.922566890716553 6.0 +612.5213354020161 5230.4580078125 4.922316551208496 6.0 +612.5417684660424 5220.5751953125 4.921045303344727 6.0 +612.5622014298278 5231.26025390625 4.922079086303711 6.0 +612.5826345931564 5228.13671875 4.922694206237793 6.0 +612.6030676562514 5221.49755859375 4.9208478927612305 6.0 +612.6235007191062 5236.80712890625 4.923135757446289 6.0 +612.6439337815027 5225.25537109375 4.921597480773926 6.0 +612.6643668436664 5227.85888671875 4.921593189239502 6.0 +612.705232967055 5220.873046875 4.9216508865356445 6.0 +612.7256660282874 5230.572265625 4.921265602111816 6.0 +612.7460991892804 5219.9326171875 4.921618461608887 6.0 +612.7665321498134 5222.9912109375 4.920859336853027 6.0 +612.7869652101144 5214.6943359375 4.9207611083984375 6.0 +612.8073983701761 5228.35888671875 4.922451496124268 6.0 +612.8278313300107 5224.42236328125 4.92153787612915 6.0 +612.8482643893803 5219.21826171875 4.9207916259765625 6.0 +612.8686975482779 5227.4873046875 4.921803951263428 6.0 +612.8891305071811 5220.7939453125 4.92049503326416 6.0 +612.9095635656195 5227.65185546875 4.920840263366699 6.0 +612.9299967238185 5228.078125 4.9218878746032715 6.0 +612.9504296815576 5227.8369140625 4.921950340270996 6.0 +612.9708627390646 5221.52587890625 4.920732498168945 6.0 +612.9912958963323 5225.80517578125 4.921231746673584 6.0 +613.0117288531401 5210.54150390625 4.919806480407715 6.0 +613.0321619099414 5216.453125 4.919486999511719 6.0 +613.0525950660522 5230.57666015625 4.9214959144592285 6.0 +613.0730280221615 5221.3310546875 4.921042442321777 6.0 +613.1138942332109 5217.23681640625 4.920690536499023 6.0 +613.1343272881568 5218.51220703125 4.9211554527282715 6.0 +613.1956264515902 5229.11962890625 4.921943187713623 6.0 +613.2160595053647 5223.0078125 4.921566963195801 6.0 +613.2364925589136 5213.3740234375 4.920688152313232 6.0 +613.2569256122297 5219.40673828125 4.92099666595459 6.0 +613.2773587650736 5226.07470703125 4.921252250671387 6.0 +613.2977917176904 5217.5517578125 4.9203290939331055 6.0 +613.3182247698423 5235.47412109375 4.922889709472656 6.0 +613.3386579219878 5212.31787109375 4.920425891876221 6.0 +613.3590908736733 5206.076171875 4.919612884521484 6.0 +613.3795239248939 5205.12158203125 4.919610500335693 6.0 +613.399957076108 5224.04248046875 4.921054840087891 6.0 +613.4203900268622 5219.13720703125 4.920681476593018 6.0 +613.4408230771514 5217.314453125 4.919178009033203 6.0 +613.4612561274334 5209.5595703125 4.919414520263672 6.0 +613.4816891772571 5212.90185546875 4.919449329376221 6.0 +613.502122226615 5217.23974609375 4.92066764831543 6.0 +613.5225552759657 5211.0927734375 4.919582366943359 6.0 +613.542988324858 5212.81103515625 4.920230388641357 6.0 +613.5634214732854 5210.4189453125 4.919515609741211 6.0 +613.583854421704 5201.16943359375 4.9182329177856445 6.0 +613.604287469665 5206.859375 4.918885707855225 6.0 +613.6247206173939 5212.34326171875 4.918112754821777 6.0 +613.6451536646491 5209.15185546875 4.919173240661621 6.0 +613.665586611678 5209.54541015625 4.918326377868652 6.0 +613.6860197584756 5200.1826171875 4.917707920074463 6.0 +613.7064528050323 5212.67138671875 4.918466091156006 6.0 +613.7268857511299 5210.95361328125 4.917774677276611 6.0 +613.7473188969961 5212.37158203125 4.917490005493164 6.0 +613.7677519423887 5210.9453125 4.918256759643555 6.0 +613.7881848877878 5209.2705078125 4.918317794799805 6.0 +613.8086180327227 5211.236328125 4.9186530113220215 6.0 +613.829051077184 5216.90283203125 4.9191765785217285 6.0 +613.8494840214189 5201.9091796875 4.917453765869141 6.0 +613.8699171654225 5210.7548828125 4.9186177253723145 6.0 +613.9107831524889 5215.1337890625 4.918174743652344 6.0 +613.931216295794 5211.72607421875 4.917663097381592 6.0 +613.9516493383926 5204.21630859375 4.917925834655762 6.0 +613.9720824809992 5213.005859375 4.919004440307617 6.0 +613.9925154231387 5200.6611328125 4.9182634353637695 6.0 +614.0129484650388 5205.51611328125 4.918017387390137 6.0 +614.0333816064813 5215.54248046875 4.919232368469238 6.0 +614.0538145476894 5206.92138671875 4.918300628662109 6.0 +614.0742475886582 5220.89697265625 4.920093536376953 6.0 +614.0946807291693 5200.20947265625 4.918379783630371 6.0 +614.1151137696725 5209.2939453125 4.919434547424316 6.0 +614.1355467097164 5200.2421875 4.918227672576904 6.0 +614.1559797492955 5211.232421875 4.919621467590332 6.0 +614.1764127886418 5199.67236328125 4.917869567871094 6.0 +614.1968458277479 5197.76904296875 4.918089866638184 6.0 +614.2172789666292 5207.9912109375 4.918992519378662 6.0 +614.2377119050434 5196.28564453125 4.917969226837158 6.0 +614.2581449432182 5198.2119140625 4.917840957641602 6.0 +614.2785780811682 5201.83349609375 4.918155193328857 6.0 +614.2990110186511 5198.89111328125 4.916754722595215 6.0 +614.3194440561274 5211.11328125 4.9190826416015625 6.0 +614.3398771929133 5206.3359375 4.917888164520264 6.0 +614.3603101296976 5202.19921875 4.917964935302734 6.0 +614.3807432660105 5194.38330078125 4.917376518249512 6.0 +614.4011763020972 5198.2158203125 4.917194843292236 6.0 +614.4216092377173 5201.11669921875 4.917141914367676 6.0 +614.442042373099 5196.93408203125 4.917038917541504 6.0 +614.4624754082542 5204.18798828125 4.9167585372924805 6.0 +614.4829084431694 5196.7685546875 4.91523551940918 6.0 +614.5033414776262 5195.56005859375 4.916608810424805 6.0 +614.5237745118502 5199.2626953125 4.917617321014404 6.0 +614.5442075458413 5202.1533203125 4.917869567871094 6.0 +614.5646405793595 5194.603515625 4.916431427001953 6.0 +614.5850736126522 5187.88671875 4.9178466796875 6.0 +614.6055066457047 5194.74658203125 4.918010234832764 6.0 +614.6259396785317 5202.9892578125 4.917239189147949 6.0 +614.646372710893 5190.65966796875 4.916562080383301 6.0 +614.6668057430215 5192.689453125 4.915846824645996 6.0 +614.6872388746779 5185.52001953125 4.916450500488281 6.0 +614.7281049372978 5194.509765625 4.915741443634033 6.0 +614.7485379682621 5192.77099609375 4.915707111358643 6.0 +614.76897089876 5198.818359375 4.916574478149414 6.0 +614.7894040290194 5185.05419921875 4.916528701782227 6.0 +614.8098370590524 5193.552734375 4.916552543640137 6.0 +614.830269988619 5194.1904296875 4.9169745445251465 6.0 +614.850703117947 5189.443359375 4.9175920486450195 6.0 +614.8711360470479 5193.48291015625 4.918301582336426 6.0 +614.9120022043135 5188.4033203125 4.918261528015137 6.0 +614.9324351324831 5184.8056640625 4.917484760284424 6.0 +614.9528681601878 5188.40283203125 4.91763162612915 6.0 +614.9733012876532 5183.68017578125 4.916498184204102 6.0 +614.9937342148914 5185.572265625 4.917106628417969 6.0 +615.0141672418977 5187.62109375 4.915868759155273 6.0 +615.0346003684317 5191.5751953125 4.91549825668335 6.0 +615.0550333947394 5179.8525390625 4.915924549102783 6.0 +615.0754663208136 5181.69189453125 4.915600299835205 6.0 +615.0958994466491 5173.6591796875 4.915131092071533 6.0 +615.1163324720255 5180.46484375 4.91549015045166 6.0 +615.136765596937 5184.4326171875 4.917201995849609 6.0 +615.1571985218397 5182.36865234375 4.915369987487793 6.0 +615.1776315462848 5186.939453125 4.916340351104736 6.0 +615.1980646704978 5186.24462890625 4.91767692565918 6.0 +615.2184975944692 5187.27880859375 4.9175496101379395 6.0 +615.238930617983 5188.90625 4.917885780334473 6.0 +615.2593637412647 5181.26416015625 4.915356636047363 6.0 +615.2797966643047 5174.3369140625 4.915639400482178 6.0 +615.3002296868872 5176.09228515625 4.915464878082275 6.0 +615.3206628092375 5172.6181640625 4.916352272033691 6.0 +615.3410957313463 5182.2822265625 4.916513442993164 6.0 +615.3615287532302 5181.93603515625 4.915789604187012 6.0 +615.3819618746493 5175.81298828125 4.914731979370117 6.0 +615.4228278167793 5178.89892578125 4.916213035583496 6.0 +615.4841268775344 5164.2685546875 4.9147138595581055 6.0 +615.5045599970908 5173.87744140625 4.915363788604736 6.0 +615.5454260354963 5173.94189453125 4.9141845703125 6.0 +615.5658590543462 5179.09521484375 4.914775848388672 6.0 +615.586291972737 5170.6650390625 4.915528297424316 6.0 +615.6067250908964 5173.8935546875 4.915772438049316 6.0 +615.6271581088222 5179.6455078125 4.917112350463867 6.0 +615.6475910262743 5183.412109375 4.917479991912842 6.0 +615.6680241435024 5174.78369140625 4.916286945343018 6.0 +615.6884571604896 5171.525390625 4.916615009307861 6.0 +615.7088900770177 5172.220703125 4.917560577392578 6.0 +615.7293231933145 5178.87744140625 4.916294097900391 6.0 +615.7497562093777 5171.74267578125 4.917047023773193 6.0 +615.7701891252 5159.63037109375 4.915462017059326 6.0 +615.81105525569 5166.5615234375 4.9162421226501465 6.0 +615.8519212850224 5176.15380859375 4.9165191650390625 6.0 +615.8723542994558 5165.88330078125 4.916202545166016 6.0 +615.8927873131834 5173.68603515625 4.916311264038086 6.0 +615.9132203269182 5172.7060546875 4.916927337646484 6.0 +615.9336533401802 5170.29248046875 4.9157843589782715 6.0 +615.9540864532173 5165.4140625 4.915628433227539 6.0 +615.9745194660209 5157.80029296875 4.914028644561768 6.0 +615.994952378358 5169.93017578125 4.914303302764893 6.0 +616.0153854904565 5170.85546875 4.915607929229736 6.0 +616.0358185023288 5164.53271484375 4.914735794067383 6.0 +616.0766845251346 5164.84423828125 4.913697242736816 6.0 +616.0971175360755 5173.2060546875 4.916377067565918 6.0 +616.11755044655 5161.10107421875 4.914401531219482 6.0 +616.1584165670283 5162.22119140625 4.9150309562683105 6.0 +616.178849476797 5168.26220703125 4.916088104248047 6.0 +616.1992825861089 5174.298828125 4.915957927703857 6.0 +616.2197155951872 5153.35107421875 4.91414737701416 6.0 +616.2401485040318 5164.07275390625 4.914409637451172 6.0 +616.2605816126379 5163.32080078125 4.913745880126953 6.0 +616.2810145207841 5163.8173828125 4.913717746734619 6.0 +616.3014475286909 5161.28369140625 4.9132256507873535 6.0 +616.321880636373 5164.20703125 4.914222240447998 6.0 +616.3423135435878 5163.263671875 4.913437366485596 6.0 +616.383179657314 5169.02685546875 4.915434837341309 6.0 +616.4036126638312 5170.24365234375 4.915266990661621 6.0 +616.4240456698753 5168.65380859375 4.915075302124023 6.0 +616.444478675694 5173.849609375 4.915816783905029 6.0 +616.4649116812798 5169.68310546875 4.915926456451416 6.0 +616.4853446866255 5176.0947265625 4.91504430770874 6.0 +616.5057776915128 5162.01220703125 4.913938045501709 6.0 +616.5262106961673 5153.580078125 4.912368297576904 6.0 +616.5466438003496 5167.759765625 4.913865566253662 6.0 +616.5670767045376 5163.826171875 4.913125038146973 6.0 +616.5875097082608 5155.1611328125 4.913103103637695 6.0 +616.6079428115117 5154.1669921875 4.911460876464844 6.0 +616.6283757147685 5161.45068359375 4.9123334884643555 6.0 +616.6488087175603 5168.0546875 4.913634777069092 6.0 +616.6692418201128 5163.12890625 4.912438869476318 6.0 +616.6896747224382 5150.04931640625 4.9116315841674805 6.0 +616.7101077242987 5154.34716796875 4.911951065063477 6.0 +616.7305408259199 5164.25244140625 4.913201332092285 6.0 +616.750973727314 5150.41455078125 4.913101673126221 6.0 +616.7714068282439 5159.24560546875 4.914674282073975 6.0 +616.791839828933 5159.27685546875 4.913991451263428 6.0 +616.8122728293965 5149.27783203125 4.912895202636719 6.0 +616.8327058296272 5163.734375 4.913562297821045 6.0 +616.853138829385 5159.1484375 4.913756370544434 6.0 +616.8735718289172 5166.56640625 4.914836406707764 6.0 +616.8940048282166 5155.13720703125 4.914172172546387 6.0 +616.9144378272758 5148.61181640625 4.913827419281006 6.0 +616.934870725876 5154.01416015625 4.913690090179443 6.0 +616.9553038242448 5148.64111328125 4.913082599639893 6.0 +616.9757368223727 5153.24462890625 4.914257049560547 6.0 +616.9961697200415 5154.15283203125 4.914034366607666 6.0 +617.016602817479 5154.8388671875 4.914392471313477 6.0 +617.0574687116459 5149.890625 4.913971424102783 6.0 +617.0779018081521 5155.24658203125 4.914292335510254 6.0 +617.1187679004579 5158.26513671875 4.914649963378906 6.0 +617.1392007960312 5158.97607421875 4.914614200592041 6.0 +617.1596337913652 5154.876953125 4.914441108703613 6.0 +617.1800668864744 5158.9111328125 4.914216041564941 6.0 +617.2004997813492 5152.44091796875 4.913766384124756 6.0 +617.2209327757519 5152.50537109375 4.913990020751953 6.0 +617.2413658699297 5159.11865234375 4.9143524169921875 6.0 +617.2617987638732 5144.33447265625 4.913351058959961 6.0 +617.2822317575774 5160.98876953125 4.915311813354492 6.0 +617.3026648508239 5161.7236328125 4.915085315704346 6.0 +617.3230977438361 5145.5947265625 4.913445949554443 6.0 +617.3435307363761 5151.35595703125 4.914441108703613 6.0 +617.3639638289242 5144.88037109375 4.913825035095215 6.0 +617.3843968209985 5148.263671875 4.9134602546691895 6.0 +617.4048297128465 5159.7421875 4.914975643157959 6.0 +617.4252628044633 5158.93408203125 4.914464473724365 6.0 +617.4456957956136 5160.9296875 4.915063858032227 6.0 +617.466128686523 5154.4296875 4.914299964904785 6.0 +617.4865617772084 5155.5546875 4.914148807525635 6.0 +617.5069947674201 5152.69677734375 4.913619518280029 6.0 +617.5274277574063 5149.94775390625 4.913955211639404 6.0 +617.5478607471596 5155.587890625 4.915021896362305 6.0 +617.5682936366793 5152.75537109375 4.9150896072387695 6.0 +617.6091597147824 5150.05615234375 4.913111686706543 6.0 +617.6295926033636 5155.3857421875 4.914999008178711 6.0 +617.6500256914878 5147.5927734375 4.914313316345215 6.0 +617.6704586793785 5157.3876953125 4.91541862487793 6.0 +617.6908915672684 5155.12060546875 4.914982795715332 6.0 +617.7113246544541 5153.72216796875 4.915424823760986 6.0 +617.7317576416463 5153.40087890625 4.914802074432373 6.0 +617.7521906283655 5148.33935546875 4.914068698883057 6.0 +617.7726236148592 5148.49658203125 4.914058685302734 6.0 +617.79305660112 5161.134765625 4.9152302742004395 6.0 +617.813489586908 5155.62353515625 4.91530704498291 6.0 +617.8543555577999 5154.96044921875 4.914786338806152 6.0 +617.8747885428893 5152.60302734375 4.915673732757568 6.0 +617.8952216275211 5150.17822265625 4.914608955383301 6.0 +617.9156545119185 5156.15380859375 4.914634704589844 6.0 +617.9360875960774 5157.83056640625 4.9152727127075195 6.0 +617.95652058001 5151.32958984375 4.915151596069336 6.0 +617.9769534634761 5149.2998046875 4.914079189300537 6.0 +617.9973865467036 5144.501953125 4.914018630981445 6.0 +618.0178195297049 5160.86767578125 4.915274143218994 6.0 +618.0382524122397 5166.7958984375 4.916549205780029 6.0 +618.0586854947687 5162.18701171875 4.915816307067871 6.0 +618.0791184768386 5155.26904296875 4.915440559387207 6.0 +618.0995513584421 5153.5283203125 4.9147796630859375 6.0 +618.1199844400398 5157.978515625 4.915431022644043 6.0 +618.1404174211784 5155.83837890625 4.915890693664551 6.0 +618.1608503020834 5151.8193359375 4.914700031280518 6.0 +618.1812833827498 5150.591796875 4.91501522064209 6.0 +618.2017163629571 5164.05126953125 4.91505765914917 6.0 +618.2221493429315 5144.71923828125 4.914597034454346 6.0 +618.2425823226658 5158.630859375 4.915050983428955 6.0 +618.2630153021746 5152.66015625 4.914104461669922 6.0 +618.2834482812177 5154.85986328125 4.913846492767334 6.0 +618.3038812600207 5155.0146484375 4.914463043212891 6.0 +618.3243142385982 5154.59130859375 4.915291786193848 6.0 +618.34474721671 5157.46533203125 4.9144062995910645 6.0 +618.3651801948145 5156.1318359375 4.915006637573242 6.0 +618.3856131724606 5156.505859375 4.914400577545166 6.0 +618.4060462496418 5160.0830078125 4.914871692657471 6.0 +618.4264791268142 5166.03466796875 4.915705680847168 6.0 +618.446912103529 5146.57275390625 4.913883209228516 6.0 +618.4673451800045 5156.328125 4.915240287780762 6.0 +618.4877780562529 5159.38671875 4.915175914764404 6.0 +618.5082110320363 5152.56103515625 4.914610385894775 6.0 +618.5286441075878 5152.46435546875 4.914679050445557 6.0 +618.5490769828975 5158.1533203125 4.915809154510498 6.0 +618.5695099579825 5150.89208984375 4.913688659667969 6.0 +618.5899430328282 5157.9755859375 4.914763927459717 6.0 +618.6103759072139 5150.431640625 4.9143967628479 6.0 +618.6308088813676 5158.9365234375 4.915555000305176 6.0 +618.6512419550563 5158.2548828125 4.9154462814331055 6.0 +618.6716748287363 5156.322265625 4.914857387542725 6.0 +618.6921078019586 5155.6015625 4.915381908416748 6.0 +618.7125408749416 5150.0126953125 4.915233135223389 6.0 +618.7534068199893 5163.337890625 4.916202545166016 6.0 +618.7738397920475 5162.24853515625 4.916119575500488 6.0 +618.8147057352253 5153.4794921875 4.91486120223999 6.0 +618.8351387063449 5149.2197265625 4.914246559143066 6.0 +618.8555716774717 5153.6767578125 4.914190292358398 6.0 +618.9168705882839 5158.76318359375 4.915341854095459 6.0 +618.9373035580138 5173.73876953125 4.916683197021484 6.0 +618.9577365275036 5165.45654296875 4.915469646453857 6.0 +618.978169396767 5162.1259765625 4.9150896072387695 6.0 +618.9986024655664 5163.4521484375 4.915596008300781 6.0 +619.0190354341321 5164.0439453125 4.915285587310791 6.0 +619.039468302457 5159.66552734375 4.915018558502197 6.0 +619.059901370325 5162.3310546875 4.9155120849609375 6.0 +619.0803343381849 5158.60986328125 4.914780616760254 6.0 +619.1007673055865 5173.95751953125 4.91648530960083 6.0 +619.1416332394583 5175.16943359375 4.91700553894043 6.0 +619.162066305922 5169.6123046875 4.916505336761475 6.0 +619.1824991721587 5164.97265625 4.9161810874938965 6.0 +619.202932138156 5167.34326171875 4.915605068206787 6.0 +619.2233652039286 5173.8916015625 4.916518211364746 6.0 +619.2437981692347 5168.6123046875 4.915589332580566 6.0 +619.2642310343072 5162.06884765625 4.914761066436768 6.0 +619.2846640991411 5174.84765625 4.91597843170166 6.0 +619.3050970635159 5176.50927734375 4.916149616241455 6.0 +619.3255299276498 5173.3759765625 4.916121959686279 6.0 +619.3459629917925 5171.4150390625 4.915391445159912 6.0 +619.3663959552359 5173.078125 4.916190147399902 6.0 +619.3868288186786 5167.58447265625 4.9149956703186035 6.0 +619.4072618816499 5174.31787109375 4.916316986083984 6.0 +619.448127706899 5182.21337890625 4.916651248931885 6.0 +619.4685607689462 5170.99560546875 4.915513515472412 6.0 +619.4889937309927 5174.02099609375 4.916208267211914 6.0 +619.5298596539142 5172.94921875 4.916620254516602 6.0 +619.5502926147965 5176.96826171875 4.916348457336426 6.0 +619.5707256754395 5184.30908203125 4.917576313018799 6.0 +619.5911585358554 5179.70068359375 4.91714334487915 6.0 +619.6115914960392 5178.3994140625 4.9163923263549805 6.0 +619.6320244559829 5177.021484375 4.916444301605225 6.0 +619.6524574154682 5188.7431640625 4.918190956115723 6.0 +619.6728903747207 5179.35546875 4.916131973266602 6.0 +619.6933233337331 5183.8212890625 4.917360305786133 6.0 +619.71375629252 5181.5869140625 4.917029857635498 6.0 +619.7341892508412 5185.4150390625 4.917567729949951 6.0 +619.7546222089222 5191.55224609375 4.917897701263428 6.0 +619.7750551667777 5188.2578125 4.917974472045898 6.0 +619.7954881244004 5189.92529296875 4.918120384216309 6.0 +619.815921181551 5190.6640625 4.918248653411865 6.0 +619.8363540384744 5191.22802734375 4.918136119842529 6.0 +619.8567869951657 5182.505859375 4.917794227600098 6.0 +619.8772200516178 5194.4287109375 4.918405532836914 6.0 +619.8976529076099 5200.68359375 4.918757915496826 6.0 +619.9385189188906 5204.2353515625 4.919312953948975 6.0 +619.9589517741842 5196.3720703125 4.918433666229248 6.0 +619.9793848290137 5192.578125 4.918392181396484 6.0 +619.9998177838352 5192.73486328125 4.918406009674072 6.0 +620.0202506381975 5196.81201171875 4.918483257293701 6.0 +620.0406836920884 5187.7939453125 4.917876243591309 6.0 +620.0611166459857 5194.4638671875 4.918087005615234 6.0 +620.0815495994175 5196.53515625 4.918750762939453 6.0 +620.1019825526164 5196.86279296875 4.918670177459717 6.0 +620.1224155055752 5191.44091796875 4.91843843460083 6.0 +620.1428484580756 5192.28515625 4.918772220611572 6.0 +620.1632814105687 5199.97705078125 4.918895244598389 6.0 +620.1837143626035 5197.57470703125 4.919190406799316 6.0 +620.2041473141726 5202.02587890625 4.9196014404296875 6.0 +620.2245802657417 5196.68896484375 4.919109344482422 6.0 +620.2450132168378 5198.95947265625 4.918631553649902 6.0 +620.2654461677084 5196.6123046875 4.918716907501221 6.0 +620.2858791183389 5196.2548828125 4.9189605712890625 6.0 +620.3063120687439 5198.10595703125 4.918910980224609 6.0 +620.3267450186831 5212.09033203125 4.920222759246826 6.0 +620.3471779686224 5204.9052734375 4.919726371765137 6.0 +620.3676109180888 5214.0009765625 4.919561862945557 6.0 +620.3880439670975 5211.359375 4.91823148727417 6.0 +620.4084768160974 5208.1611328125 4.919443130493164 6.0 +620.4289097646397 5197.8310546875 4.918388366699219 6.0 +620.4493428129499 5199.79638671875 4.918824195861816 6.0 +620.4697756610258 5201.97412109375 4.919284343719482 6.0 +620.5106416560084 5203.9912109375 4.918117046356201 6.0 +620.5310745033785 5208.86376953125 4.919836044311523 6.0 +620.5515074500581 5206.69482421875 4.9193291664123535 6.0 +620.5719404967385 5211.58154296875 4.919943332672119 6.0 +620.5923733429518 5215.841796875 4.920515060424805 6.0 +620.6128062889256 5218.16650390625 4.920363903045654 6.0 +620.6332393346747 5206.99755859375 4.919826984405518 6.0 +620.653672280183 5211.7265625 4.9198479652404785 6.0 +620.674105125232 5211.9072265625 4.920286655426025 6.0 +620.6945381702826 5211.0146484375 4.920374393463135 6.0 +620.7354039589773 5214.91162109375 4.920948505401611 6.0 +620.7558370030965 5225.0546875 4.921849727630615 6.0 +620.7762699467421 5216.10595703125 4.920165061950684 6.0 +620.7967029901629 5216.00634765625 4.9206671714782715 6.0 +620.8171358333493 5222.96923828125 4.921757698059082 6.0 +620.8375687762964 5218.5556640625 4.921041965484619 6.0 +620.8580018187859 5218.7861328125 4.92114782333374 6.0 +620.878434661041 5211.78271484375 4.920474529266357 6.0 +620.8988676030567 5216.37353515625 4.920668125152588 6.0 +620.9193006448477 5219.1083984375 4.9206085205078125 6.0 +620.9397334861715 5228.18212890625 4.922152042388916 6.0 +620.9601664272559 5225.83740234375 4.921601295471191 6.0 +620.9805994681155 5223.71337890625 4.921633720397949 6.0 +621.0010323087408 5222.44140625 4.921635627746582 6.0 +621.0214652491268 5231.5634765625 4.9221696853637695 6.0 +621.0418981890543 5231.1943359375 4.921599864959717 6.0 +621.0623311287491 5221.70361328125 4.920466423034668 6.0 +621.1031970074328 5234.4541015625 4.922341823577881 6.0 +621.1236299461962 5232.81298828125 4.9227705001831055 6.0 +621.1440628847195 5235.75634765625 4.922232151031494 6.0 +621.164495923018 5228.0703125 4.921700477600098 6.0 +621.1849287610821 5227.142578125 4.9212727546691895 6.0 +621.2053617989077 5225.71142578125 4.921096324920654 6.0 +621.2462275734069 5232.40576171875 4.921968936920166 6.0 +621.2666606103012 5235.46923828125 4.921880722045898 6.0 +621.2870935467363 5235.45361328125 4.922601222991943 6.0 +621.3075263831706 5237.46875 4.921967029571533 6.0 +621.3279594191335 5236.92138671875 4.9224700927734375 6.0 +621.3483923548702 5234.09765625 4.922286033630371 6.0 +621.3688251903732 5225.0380859375 4.922016143798828 6.0 +621.3892582254048 5251.7197265625 4.924091339111328 6.0 +621.4096911604429 5233.24462890625 4.922492027282715 6.0 +621.4301239950146 5239.3505859375 4.922544956207275 6.0 +621.4709899632217 5245.1279296875 4.922662258148193 6.0 +621.4914228970956 5232.85693359375 4.921492099761963 6.0 +621.5118558304966 5234.4892578125 4.9221577644348145 6.0 +621.5322887636721 5250.55908203125 4.923826694488525 6.0 +621.5527216966148 5237.71630859375 4.921323776245117 6.0 +621.5731547290852 5237.4755859375 4.920967102050781 6.0 +621.5935875615614 5248.349609375 4.922571659088135 6.0 +621.6140205935662 5241.03857421875 4.921234130859375 6.0 +621.6344535253447 5246.13330078125 4.921501636505127 6.0 +621.6548863566568 5241.4296875 4.920751571655273 6.0 +621.6753193879704 5247.3759765625 4.92126989364624 6.0 +621.6957522188095 5244.6669921875 4.921593189239502 6.0 +621.7161851494238 5243.68115234375 4.9228596687316895 6.0 +621.7366181797988 5248.0439453125 4.922642707824707 6.0 +621.7774839396297 5240.07373046875 4.922529220581055 6.0 +621.7979169690807 5243.67529296875 4.9223127365112305 6.0 +621.81834979829 5249.14404296875 4.9235663414001465 6.0 +621.8387827272745 5247.3447265625 4.923723220825195 6.0 +621.8592157557869 5257.0576171875 4.924820899963379 6.0 +621.879648584305 5251.86669921875 4.924007892608643 6.0 +621.9000815123582 5242.849609375 4.923607349395752 6.0 +621.9205145399465 5250.98828125 4.9243316650390625 6.0 +621.940947367526 5249.30126953125 4.9241156578063965 6.0 +621.9613802948807 5242.86962890625 4.923511028289795 6.0 +621.9818133217632 5252.32666015625 4.923821926116943 6.0 +622.0022462484194 5245.94384765625 4.9241156578063965 6.0 +622.0226791748428 5248.908203125 4.923621654510498 6.0 +622.0431121008005 5247.0185546875 4.923954010009766 6.0 +622.063545026751 5254.0703125 4.923607349395752 6.0 +622.083977952243 5243.2861328125 4.922678470611572 6.0 +622.1248438025214 5256.86083984375 4.923635482788086 6.0 +622.1452768270829 5252.90673828125 4.924020767211914 6.0 +622.1657096514027 5253.458984375 4.9238786697387695 6.0 +622.1861425757306 5246.1171875 4.923426151275635 6.0 +622.2065755995936 5244.75439453125 4.922699928283691 6.0 +622.2270084229822 5246.43994140625 4.923426628112793 6.0 +622.2678743693104 5251.60302734375 4.923648834228516 6.0 +622.2883071920005 5247.6142578125 4.923253536224365 6.0 +622.3087401144658 5252.072265625 4.923514366149902 6.0 +622.3291730366982 5254.0263671875 4.923236846923828 6.0 +622.3496059584577 5251.30029296875 4.923128604888916 6.0 +622.3700389799924 5246.646484375 4.9232025146484375 6.0 +622.3904718015256 5257.21728515625 4.923076629638672 6.0 +622.4109047223537 5259.25732421875 4.923532485961914 6.0 +622.4313377431899 5250.80322265625 4.922845363616943 6.0 +622.451770563559 5248.07275390625 4.922524929046631 6.0 +622.4722034839215 5254.84375 4.923581123352051 6.0 +622.4926365038264 5263.65966796875 4.924560070037842 6.0 +622.5130694234977 5255.48291015625 4.9240403175354 6.0 +622.5335022426952 5256.7626953125 4.924129009246826 6.0 +622.5539352619016 5248.1767578125 4.92300271987915 6.0 +622.5743681806416 5244.03857421875 4.922916889190674 6.0 +622.5948009991407 5255.3408203125 4.923458576202393 6.0 +622.6152340174158 5255.037109375 4.922733306884766 6.0 +622.6356669352244 5257.314453125 4.923305511474609 6.0 +622.656099753025 5269.19921875 4.924096584320068 6.0 +622.6765327703688 5251.95751953125 4.922480583190918 6.0 +622.696965687479 5266.173828125 4.923264026641846 6.0 +622.7173985043482 5258.21533203125 4.922506332397461 6.0 +622.7378315207607 5257.4921875 4.922270774841309 6.0 +622.7582644371723 5263.62548828125 4.922679424285889 6.0 +622.7786974531118 5264.57763671875 4.923673152923584 6.0 +622.7991302688242 5254.955078125 4.9226555824279785 6.0 +622.8195631840717 5254.6142578125 4.923619270324707 6.0 +622.8399961993127 5257.294921875 4.923602104187012 6.0 +622.8604290140938 5250.921875 4.923246383666992 6.0 +622.8808619288757 5259.04931640625 4.923899173736572 6.0 +622.9012949431853 5263.41015625 4.923559665679932 6.0 +622.9217277570351 5256.21533203125 4.923165798187256 6.0 +622.9421606708856 5253.1552734375 4.923492908477783 6.0 +622.962593684264 5259.2333984375 4.923131465911865 6.0 +622.9830265976489 5252.32958984375 4.922997951507568 6.0 +623.0034594105673 5253.5048828125 4.923027038574219 6.0 +623.0238924230143 5250.96923828125 4.922214984893799 6.0 +623.0443253354679 5261.845703125 4.923020839691162 6.0 +623.064758147455 5269.34814453125 4.924105167388916 6.0 +623.0851911594364 5260.45703125 4.923346042633057 6.0 +623.1056239709578 5252.4013671875 4.920173645019531 6.0 +623.1260568820144 5256.689453125 4.920981407165527 6.0 +623.1464898930644 5256.91943359375 4.921218395233154 6.0 +623.1669227036546 5256.0185546875 4.923093795776367 6.0 +623.187355714239 5251.31396484375 4.922652721405029 6.0 +623.2077886243642 5257.24658203125 4.924071311950684 6.0 +623.228221434023 5250.66162109375 4.922946929931641 6.0 +623.2486544436833 5255.68505859375 4.923312187194824 6.0 +623.2690873531028 5267.03955078125 4.924209117889404 6.0 +623.2895201620631 5264.86767578125 4.924227714538574 6.0 +623.3099531707849 5254.14453125 4.923348426818848 6.0 +623.3303860792803 5259.595703125 4.923702716827393 6.0 +623.35081898731 5252.93603515625 4.9228901863098145 6.0 +623.3712518953398 5265.5595703125 4.924468994140625 6.0 +623.3916848028966 5259.48046875 4.922893524169922 6.0 +623.4121177102279 5259.529296875 4.92402982711792 6.0 +623.4325506173191 5251.9873046875 4.923940658569336 6.0 +623.4529835241847 5252.783203125 4.924052715301514 6.0 +623.4734164305846 5258.85693359375 4.9236979484558105 6.0 +623.5142822429116 5259.73095703125 4.923931121826172 6.0 +623.534715148613 5249.61865234375 4.922877311706543 6.0 +623.5551481540751 5254.62255859375 4.923125743865967 6.0 +623.5755809590773 5264.0830078125 4.923845291137695 6.0 +623.5960139640811 5260.24853515625 4.923490047454834 6.0 +623.6164468686111 5251.9892578125 4.923149585723877 6.0 +623.6368796729148 5255.1923828125 4.923105239868164 6.0 +623.6573126769872 5246.3291015625 4.922662258148193 6.0 +623.6777455805859 5260.908203125 4.923488616943359 6.0 +623.6981783841911 5253.3447265625 4.922894477844238 6.0 +623.7186113873322 5265.865234375 4.9237823486328125 6.0 +623.7390441902389 5256.5087890625 4.92305850982666 6.0 +623.7594770929063 5260.2490234375 4.9241042137146 6.0 +623.7799100953489 5250.72216796875 4.9226250648498535 6.0 +623.800342897317 5264.4951171875 4.924497604370117 6.0 +623.8207757990604 5259.54443359375 4.923956871032715 6.0 +623.8412088008045 5262.13623046875 4.92401123046875 6.0 +623.8616417020748 5245.6591796875 4.922557353973389 6.0 +623.8820745028861 5252.81298828125 4.923147201538086 6.0 +623.9025075036989 5247.21142578125 4.9225921630859375 6.0 +623.922940404038 5255.56884765625 4.923315525054932 6.0 +623.963806204265 5254.66748046875 4.923127174377441 6.0 +623.9842391036727 5254.533203125 4.922488212585449 6.0 +624.0046721030885 5250.32958984375 4.922882556915283 6.0 +624.02510490227 5251.13720703125 4.922468185424805 6.0 +624.0455378009792 5247.23974609375 4.921624660491943 6.0 +624.0659707994637 5250.61865234375 4.922049045562744 6.0 +624.0864035977138 5258.1953125 4.922429084777832 6.0 +624.1068364957246 5254.04248046875 4.922509670257568 6.0 +624.1272694932777 5246.2177734375 4.921836853027344 6.0 +624.1477022908293 5253.71875 4.922863960266113 6.0 +624.1681351879088 5257.07177734375 4.922667503356934 6.0 +624.1885681847634 5262.08056640625 4.923191070556641 6.0 +624.2090009813837 5258.33642578125 4.922451496124268 6.0 +624.2294338777647 5252.4541015625 4.921512603759766 6.0 +624.249866873688 5252.4033203125 4.921670436859131 6.0 +624.270299669377 5251.31494140625 4.921961784362793 6.0 +624.2907325648266 5251.984375 4.921888828277588 6.0 +624.3111655600514 5247.642578125 4.921789646148682 6.0 +624.3315984550427 5251.04052734375 4.921728134155273 6.0 +624.3520312497931 5250.39892578125 4.922050952911377 6.0 +624.3724642440866 5249.61767578125 4.922004222869873 6.0 +624.3928971381465 5246.75341796875 4.921494007110596 6.0 +624.4133300321992 5271.17236328125 4.922947406768799 6.0 +624.4337629255606 5251.7734375 4.921043395996094 6.0 +624.454195818922 5246.884765625 4.92096471786499 6.0 +624.4746287120433 5265.0185546875 4.922727584838867 6.0 +624.4950616047063 5251.53369140625 4.9217529296875 6.0 +624.5154943971356 5248.28076171875 4.920030117034912 6.0 +624.5359273893264 5245.619140625 4.92033052444458 6.0 +624.5563602812908 5247.88623046875 4.920660972595215 6.0 +624.5767930730217 5249.73974609375 4.921468734741211 6.0 +624.5972260642811 5249.41455078125 4.922130584716797 6.0 +624.6176589555471 5253.0224609375 4.92139196395874 6.0 +624.6380917463466 5243.6650390625 4.920440673828125 6.0 +624.6585247369076 5240.95068359375 4.920904636383057 6.0 +624.6789576272422 5254.42333984375 4.9223408699035645 6.0 +624.6993905171112 5247.12939453125 4.920932769775391 6.0 +624.7198234069729 5258.2841796875 4.92199182510376 6.0 +624.7402562963762 5245.822265625 4.920217037200928 6.0 +624.7606892855401 5246.64111328125 4.920110702514648 6.0 +624.8015549631818 5240.859375 4.9193830490112305 6.0 +624.8219879514145 5246.01171875 4.920570373535156 6.0 +624.9037195022684 5253.43408203125 4.921002388000488 6.0 +624.9241522893426 5243.34033203125 4.919512748718262 6.0 +624.9445852761783 5240.8408203125 4.919896125793457 6.0 +625.02631682028 5244.6083984375 4.920042514801025 6.0 +625.0467496057245 5243.52783203125 4.91910457611084 6.0 +625.0671825909303 5250.59521484375 4.922058582305908 6.0 +625.1080482601901 5243.404296875 4.920827388763428 6.0 +625.1489140285121 5251.51806640625 4.921250343322754 6.0 +625.1693470123282 5247.4482421875 4.921440601348877 6.0 +625.1897798959035 5247.0537109375 4.920395851135254 6.0 +625.2102126790196 5249.15771484375 4.920379161834717 6.0 +625.2510785445484 5245.35791015625 4.92115592956543 6.0 +625.2715114269668 5241.6279296875 4.920389652252197 6.0 +625.2919443091523 5242.748046875 4.920068264007568 6.0 +625.3123771910978 5251.57666015625 4.921206474304199 6.0 +625.3328100725848 5241.18408203125 4.920280933380127 6.0 +625.3532429540719 5233.46044921875 4.919386863708496 6.0 +625.373675835086 5236.373046875 4.92022180557251 6.0 +625.3941087158746 5246.8076171875 4.9206156730651855 6.0 +625.4145416961983 5232.88623046875 4.919661998748779 6.0 +625.4349744765132 5237.14453125 4.919268608093262 6.0 +625.4554073566032 5242.64501953125 4.92037296295166 6.0 +625.4758403362284 5234.64111328125 4.920139789581299 6.0 +625.496273115612 5228.26220703125 4.919309139251709 6.0 +625.5167059947707 5238.68310546875 4.920067310333252 6.0 +625.5371389736974 5239.37060546875 4.919676303863525 6.0 +625.5575717523825 5232.6435546875 4.919449329376221 6.0 +625.5780047306107 5233.29248046875 4.919424533843994 6.0 +625.5984376086053 5243.30517578125 4.920043468475342 6.0 +625.6188703865919 5234.64697265625 4.919707298278809 6.0 +625.6393033641216 5239.509765625 4.919938087463379 6.0 +625.6597362414177 5234.32275390625 4.919351100921631 6.0 +625.6801691182409 5238.32080078125 4.9198150634765625 6.0 +625.7006019950713 5235.697265625 4.9191670417785645 6.0 +625.7210348714361 5236.0791015625 4.919826507568359 6.0 +625.7414677477936 5231.09619140625 4.91842794418335 6.0 +625.7619006236928 5234.86669921875 4.919270992279053 6.0 +625.7823334993591 5236.6435546875 4.91959810256958 6.0 +625.8027662745517 5230.51904296875 4.919090747833252 6.0 +625.8231992497531 5244.01708984375 4.919442176818848 6.0 +625.8436321247209 5242.3173828125 4.919617652893066 6.0 +625.864064899215 5236.6220703125 4.918234825134277 6.0 +625.8844978734851 5246.1845703125 4.9204607009887695 6.0 +625.9049307475216 5232.22607421875 4.918220520019531 6.0 +625.9253635213172 5236.89794921875 4.918303966522217 6.0 +625.966229367994 5236.4013671875 4.919672012329102 6.0 +625.9866623410926 5233.4326171875 4.917829513549805 6.0 +626.0070951137313 5229.2958984375 4.91828727722168 6.0 +626.027527986138 5229.8544921875 4.918708324432373 6.0 +626.0479609583053 5238.154296875 4.919547080993652 6.0 +626.0683937302456 5232.2333984375 4.920022010803223 6.0 +626.0888266019538 5230.56982421875 4.918989658355713 6.0 +626.1092595731898 5233.7431640625 4.9193925857543945 6.0 +626.1296923441987 5231.01025390625 4.919315814971924 6.0 +626.1501252152084 5225.13525390625 4.918105602264404 6.0 +626.1705581857459 5230.4208984375 4.919240474700928 6.0 +626.1909909560563 5236.61767578125 4.9194488525390625 6.0 +626.2114238259019 5232.39599609375 4.919336795806885 6.0 +626.2318567957409 5225.0048828125 4.918471336364746 6.0 +626.2522896651208 5239.62353515625 4.920657634735107 6.0 +626.2727224344999 5218.53759765625 4.917987823486328 6.0 +626.2931554034076 5221.58154296875 4.918267250061035 6.0 +626.313588272089 5211.01416015625 4.915308475494385 6.0 +626.334021240531 5218.56640625 4.918454647064209 6.0 +626.354454008746 5222.83935546875 4.9188737869262695 6.0 +626.374886876496 5223.3359375 4.918654918670654 6.0 +626.3953198442396 5229.81396484375 4.919576644897461 6.0 +626.4157526115232 5229.9755859375 4.918922424316406 6.0 +626.4361854785748 5219.34814453125 4.918427467346191 6.0 +626.4566183453862 5219.5146484375 4.9188127517700195 6.0 +626.4770512119721 5223.17578125 4.918973922729492 6.0 +626.4974840783252 5225.29296875 4.919216632843018 6.0 +626.5179169442126 5216.43896484375 4.915577411651611 6.0 +626.5587825755138 5220.4189453125 4.918193340301514 6.0 +626.5792155406962 5225.63818359375 4.918186187744141 6.0 +626.5996484056523 5220.794921875 4.919628620147705 6.0 +626.6200812703755 5223.431640625 4.917861461639404 6.0 +626.640514134866 5215.21728515625 4.91532039642334 6.0 +626.6609469988834 5222.73486328125 4.917845249176025 6.0 +626.6813798629082 5218.71875 4.914791107177734 6.0 +626.70181272646 5227.85595703125 4.918229103088379 6.0 +626.7222455897863 5226.671875 4.9175944328308105 6.0 +626.7426785528805 5216.1015625 4.914854526519775 6.0 +626.7631114157339 5217.89453125 4.916730880737305 6.0 +626.7835441783609 5221.92626953125 4.916642665863037 6.0 +626.8039771405238 5209.0693359375 4.913925647735596 6.0 +626.8244100026786 5214.67626953125 4.914050102233887 6.0 +626.8448427643743 5218.376953125 4.917287349700928 6.0 +626.8652757258387 5219.255859375 4.916130542755127 6.0 +626.8857085870623 5213.04638671875 4.9156646728515625 6.0 +626.9061413480595 5212.140625 4.914844036102295 6.0 +626.9265743088254 5216.2763671875 4.914501190185547 6.0 +626.9470071691176 5214.63232421875 4.914368152618408 6.0 +626.9674399294163 5221.791015625 4.915301322937012 6.0 +626.9878728892509 5215.00634765625 4.91585636138916 6.0 +627.0083057490774 5220.5146484375 4.918044090270996 6.0 +627.0287385084448 5212.37158203125 4.914567470550537 6.0 +627.0491714675809 5219.01171875 4.914727210998535 6.0 +627.0696043262433 5208.21044921875 4.913974761962891 6.0 +627.090037184913 5221.23583984375 4.914218902587891 6.0 +627.1104700433498 5209.55419921875 4.913125991821289 6.0 +627.1309029013137 5219.259765625 4.916008472442627 6.0 +627.151335759052 5213.84228515625 4.9137372970581055 6.0 +627.1717686165575 5208.2431640625 4.912623882293701 6.0 +627.1922014738229 5218.57080078125 4.916414260864258 6.0 +627.2126343308628 5209.7490234375 4.911994457244873 6.0 +627.2330671876698 5204.3662109375 4.912815570831299 6.0 +627.2535000442367 5210.06640625 4.913687705993652 6.0 +627.273933000346 5209.11669921875 4.913122177124023 6.0 +627.2943657562209 5207.8681640625 4.912302017211914 6.0 +627.3147986120894 5207.84326171875 4.9133453369140625 6.0 +627.3352315675002 5209.52294921875 4.912014007568359 6.0 +627.3556643226766 5200.88134765625 4.9115824699401855 6.0 +627.3760971776137 5213.60498046875 4.91383695602417 6.0 +627.3965301320932 5207.0849609375 4.913258075714111 6.0 +627.4169628865711 5206.7470703125 4.913852214813232 6.0 +627.4373957405769 5203.30078125 4.912902355194092 6.0 +627.4578286945907 5212.69921875 4.913695335388184 6.0 +627.4782614481373 5204.10986328125 4.912726402282715 6.0 +627.4986943014446 5207.4912109375 4.912935256958008 6.0 +627.5191272545271 5196.498046875 4.912430763244629 6.0 +627.559992959752 5203.8623046875 4.913029670715332 6.0 +627.5804258121352 5207.2138671875 4.912400722503662 6.0 +627.6008586640528 5204.54833984375 4.912923812866211 6.0 +627.6212915157303 5197.43798828125 4.912053108215332 6.0 +627.641724367415 5197.34619140625 4.911177635192871 6.0 +627.6621572186268 5198.0927734375 4.911634922027588 6.0 +627.6825900696131 5207.91943359375 4.912691593170166 6.0 +627.7030229201337 5196.525390625 4.911050319671631 6.0 +627.7234557706543 5199.12548828125 4.9113922119140625 6.0 +627.7438887209355 5197.978515625 4.911498546600342 6.0 +627.7643214707568 5199.6455078125 4.911416053771973 6.0 +627.7847543203388 5200.068359375 4.9114484786987305 6.0 +627.805187269696 5200.94189453125 4.912078380584717 6.0 +627.8256200190517 5189.771484375 4.9103617668151855 6.0 +627.8460527677089 5200.69677734375 4.9124755859375 6.0 +627.8664857163603 5197.310546875 4.911741256713867 6.0 +627.8869185647854 5192.4482421875 4.91157865524292 6.0 +627.9073515127384 5201.609375 4.912533283233643 6.0 +627.9482171081909 5189.62060546875 4.911407947540283 6.0 +627.9686500554453 5195.9208984375 4.911284923553467 6.0 +627.9890828027055 5198.87255859375 4.912317752838135 6.0 +628.0095156495008 5193.447265625 4.910732746124268 6.0 +628.029948595824 5186.771484375 4.909989356994629 6.0 +628.0503813421528 5189.17919921875 4.911195755004883 6.0 +628.0912471338743 5196.30908203125 4.911153793334961 6.0 +628.1116799795054 5190.291015625 4.910330295562744 6.0 +628.1321127246702 5193.396484375 4.91061544418335 6.0 +628.1525456695963 5187.82568359375 4.9097208976745605 6.0 +628.1729785142961 5187.83740234375 4.910569667816162 6.0 +628.1934112587624 5177.70751953125 4.909684181213379 6.0 +628.21384420299 5186.82177734375 4.909937858581543 6.0 +628.2342770467585 5196.24560546875 4.912168502807617 6.0 +628.2547097905262 5198.83251953125 4.911905765533447 6.0 +628.2751427338226 5185.45654296875 4.911166667938232 6.0 +628.2955755771254 5184.18701171875 4.91109037399292 6.0 +628.3160085199634 5180.93359375 4.9101409912109375 6.0 +628.3364412625597 5187.53857421875 4.910863876342773 6.0 +628.3568741049312 5187.5478515625 4.91048526763916 6.0 +628.3773070470706 5184.71533203125 4.910183906555176 6.0 +628.3977397889685 5191.08544921875 4.909797191619873 6.0 +628.4386055718496 5177.8994140625 4.907728672027588 6.0 +628.4590383128161 5194.4619140625 4.908415794372559 6.0 +628.4794711535578 5175.46728515625 4.9064435958862305 6.0 +628.4999039942995 5181.80908203125 4.907881259918213 6.0 +628.5203368345683 5176.765625 4.908647537231445 6.0 +628.5612025144219 5181.908203125 4.908186435699463 6.0 +628.5816353537593 5180.24609375 4.908829212188721 6.0 +628.6225011319839 5175.8486328125 4.9094014167785645 6.0 +628.6429338708549 5179.5068359375 4.908552646636963 6.0 +628.6633667092683 5169.65478515625 4.907641887664795 6.0 +628.7042323856222 5180.22509765625 4.90854024887085 6.0 +628.7246653233378 5166.73291015625 4.907082557678223 6.0 +628.7450981605871 5188.103515625 4.908902168273926 6.0 +628.7655308978283 5183.18310546875 4.909400939941406 6.0 +628.7859638348455 5172.46484375 4.906759738922119 6.0 +628.8063966713962 5170.98486328125 4.907043933868408 6.0 +628.8268294079389 5175.3271484375 4.907647609710693 6.0 +628.8472623440248 5182.29150390625 4.908058166503906 6.0 +628.867695179877 5172.91162109375 4.9071364402771 6.0 +628.8881279157213 5179.552734375 4.9090471267700195 6.0 +628.9085608511086 5176.56005859375 4.908873558044434 6.0 +628.9289936862624 5172.1923828125 4.908535957336426 6.0 +628.9494265209432 5177.05224609375 4.9096574783325195 6.0 +628.9698593556313 5172.89404296875 4.908668518066406 6.0 +628.9902921900866 5168.248046875 4.908308506011963 6.0 +629.010725024069 5176.50439453125 4.909207820892334 6.0 +629.0311578580586 5171.0830078125 4.908290386199951 6.0 +629.0515906915825 5173.3828125 4.908905029296875 6.0 +629.0720236248671 5170.32177734375 4.907486915588379 6.0 +629.0924564579254 5167.42578125 4.908341407775879 6.0 +629.1128891907429 5169.11328125 4.907751560211182 6.0 +629.1333221233363 5167.9765625 4.907177925109863 6.0 +629.1946206194771 5157.6240234375 4.906308174133301 6.0 +629.2150534511384 5163.57421875 4.907501220703125 6.0 +629.2559191135224 5161.240234375 4.906490802764893 6.0 +629.2967846747488 5153.28515625 4.906576156616211 6.0 +630.1958363732629 5573.96435546875 4.65647554397583 7.0 +630.2367021112004 5578.306640625 4.656500339508057 7.0 +630.2571348298225 5572.84716796875 4.656740665435791 7.0 +630.2775676482051 5578.77783203125 4.657589912414551 7.0 +630.298000566363 5572.41015625 4.656551361083984 7.0 +630.3184332840538 5576.94091796875 4.657535076141357 7.0 +630.338866101738 5572.22509765625 4.657388687133789 7.0 +630.3592990189645 5574.49658203125 4.6587042808532715 7.0 +630.3797317361896 5575.9306640625 4.6588544845581055 7.0 +630.4001645529424 5564.19482421875 4.65656042098999 7.0 +630.4410302859906 5576.58154296875 4.658434867858887 7.0 +630.4614630020515 5566.75537109375 4.65666389465332 7.0 +630.481895917881 5564.47021484375 4.657548427581787 7.0 +630.502328733477 5574.62060546875 4.659341812133789 7.0 +630.5227614488322 5570.26416015625 4.65922737121582 7.0 +630.5431943637304 5568.4560546875 4.658351898193359 7.0 +630.5636270786272 5569.99658203125 4.659220218658447 7.0 +630.5840599932853 5577.5947265625 4.659731388092041 7.0 +630.6453584354094 5566.8994140625 4.6589436531066895 7.0 +630.7066568754381 5565.65283203125 4.659491062164307 7.0 +630.7475224008085 5573.01806640625 4.660191059112549 7.0 +630.7679553131384 5568.60302734375 4.658969879150391 7.0 +630.7883881252419 5560.2099609375 4.657076358795166 7.0 +630.8088208371119 5559.82275390625 4.659036636352539 7.0 +630.8292537487432 5564.92578125 4.658740997314453 7.0 +630.8496865601483 5565.650390625 4.6587042808532715 7.0 +630.8701193710876 5563.44580078125 4.658841133117676 7.0 +630.8905521820197 5567.89990234375 4.659759998321533 7.0 +630.9109849924935 5562.31591796875 4.659201145172119 7.0 +630.9314179029607 5563.28125 4.660384654998779 7.0 +630.951850612968 5565.03076171875 4.660117149353027 7.0 +630.9722834227432 5562.77783203125 4.65935754776001 7.0 +630.9927163325119 5565.77392578125 4.660609245300293 7.0 +631.0131491418215 5577.4677734375 4.661233901977539 7.0 +631.0335818508975 5570.19384765625 4.660531044006348 7.0 +631.0540147597349 5568.50390625 4.659490585327148 7.0 +631.0744475683459 5568.04296875 4.660060405731201 7.0 +631.0948802767234 5564.91650390625 4.660022735595703 7.0 +631.1153131846295 5568.0390625 4.659451961517334 7.0 +631.1357459925421 5568.28759765625 4.660649299621582 7.0 +631.1561787002211 5567.93603515625 4.659369468688965 7.0 +631.1766116076615 5562.98876953125 4.660036563873291 7.0 +631.197044314642 5568.73486328125 4.659521102905273 7.0 +631.217477221624 5552.51904296875 4.658641815185547 7.0 +631.2379100281323 5578.474609375 4.661341190338135 7.0 +631.2583427344143 5565.13427734375 4.659973621368408 7.0 +631.2787756406979 5562.43701171875 4.6603193283081055 7.0 +631.2992084465077 5557.54638671875 4.659095287322998 7.0 +631.3196411520912 5563.3583984375 4.660190582275391 7.0 +631.3400740574434 5561.1435546875 4.660484790802002 7.0 +631.3605068625548 5569.4638671875 4.661622524261475 7.0 +631.4013724720935 5563.44580078125 4.660643100738525 7.0 +631.4218052765063 5573.0556640625 4.660923480987549 7.0 +631.4422380806936 5564.21142578125 4.660468578338623 7.0 +631.4626708844153 5564.42236328125 4.661258697509766 7.0 +631.4831036881296 5564.83251953125 4.660834789276123 7.0 +631.5035365916192 5573.36181640625 4.661183834075928 7.0 +631.5239693946351 5567.55224609375 4.661925792694092 7.0 +631.5444020976574 5559.42138671875 4.661144733428955 7.0 +631.5648350002157 5562.57470703125 4.661193370819092 7.0 +631.5852678027732 5558.1455078125 4.659648895263672 7.0 +631.6057005048569 5563.9296875 4.66059684753418 7.0 +631.6261334067167 5564.53076171875 4.660550594329834 7.0 +631.6465662085684 5570.34912109375 4.660414218902588 7.0 +631.666998909961 5563.31494140625 4.660553932189941 7.0 +631.6874318111222 5560.56494140625 4.658687114715576 7.0 +631.7078646120499 5562.978515625 4.660525321960449 7.0 +631.7282973127367 5570.18896484375 4.6614670753479 7.0 +631.7487302131995 5566.11669921875 4.660750389099121 7.0 +631.7691630134213 5567.1484375 4.661531925201416 7.0 +631.7895959131856 5570.8515625 4.66121768951416 7.0 +631.8100286129484 5568.037109375 4.661107540130615 7.0 +631.830461412479 5570.70654296875 4.661609649658203 7.0 +631.8508942117696 5575.54931640625 4.66167688369751 7.0 +631.8713270106018 5571.07470703125 4.661780834197998 7.0 +631.8917598094267 5569.96875 4.661304950714111 7.0 +631.9121926077933 5566.71240234375 4.660565376281738 7.0 +631.9326254061598 5563.44580078125 4.6610918045043945 7.0 +631.9530582040607 5572.92578125 4.662031173706055 7.0 +631.9734910019542 5571.80615234375 4.66137170791626 7.0 +632.0143565965845 5566.48291015625 4.661431312561035 7.0 +632.0347894935549 5567.94287109375 4.661104202270508 7.0 +632.0552221902908 5576.5390625 4.6627278327941895 7.0 +632.0756549870275 5572.0234375 4.661719799041748 7.0 +632.0960878832921 5569.01904296875 4.662008285522461 7.0 +632.1165205793295 5571.7783203125 4.662069320678711 7.0 +632.1369534751284 5570.236328125 4.661940574645996 7.0 +632.1573862704681 5575.72900390625 4.662014484405518 7.0 +632.1778189658071 5572.65771484375 4.661716461181641 7.0 +632.1982518609075 5573.78173828125 4.663200378417969 7.0 +632.2186846557815 5579.0732421875 4.662534236907959 7.0 +632.2595502445911 5582.484375 4.663049697875977 7.0 +632.2799830387667 5572.2626953125 4.661998271942139 7.0 +632.3004157327086 5573.947265625 4.6626362800598145 7.0 +632.3208486261792 5576.0224609375 4.662725448608398 7.0 +632.3412814196563 5580.08203125 4.662939071655273 7.0 +632.3617142126677 5582.9892578125 4.663417816162109 7.0 +632.382147005439 5582.9970703125 4.663804531097412 7.0 +632.4025797982176 5587.68505859375 4.663294792175293 7.0 +632.4434453826034 5580.7099609375 4.662692070007324 7.0 +632.4638781746835 5578.3916015625 4.6635966300964355 7.0 +632.4843110662987 5586.06494140625 4.664582252502441 7.0 +632.504743857673 5594.0712890625 4.664064884185791 7.0 +632.525176548821 5584.8720703125 4.663178443908691 7.0 +632.5456094397377 5582.92529296875 4.6634907722473145 7.0 +632.5660422304136 5591.00244140625 4.664361000061035 7.0 +632.7090717584288 5579.59326171875 4.664056777954102 7.0 +634.5888876243262 5664.10986328125 4.675057888031006 7.0 +634.609320491254 5661.60693359375 4.675250053405762 7.0 +634.6297531579548 5652.8974609375 4.674657821655273 7.0 +634.6501859244236 5660.23388671875 4.6754608154296875 7.0 +634.670618790653 5666.22021484375 4.676168918609619 7.0 +634.6910514566553 5663.095703125 4.675368309020996 7.0 +635.2427362501985 5676.81787109375 4.677574157714844 7.0 +635.2631689096816 5671.265625 4.6768879890441895 7.0 +635.283601768926 5676.40478515625 4.677951812744141 7.0 +635.3244671867287 5673.1005859375 4.676819324493408 7.0 +635.3449000452747 5667.41064453125 4.676942825317383 7.0 +635.3653328038272 5675.31494140625 4.677783489227295 7.0 +635.3857654619133 5670.005859375 4.6771440505981445 7.0 +635.4061983197607 5677.666015625 4.678004741668701 7.0 +635.4266310773819 5670.9228515625 4.677389144897461 7.0 +635.4470638347702 5673.3232421875 4.677551746368408 7.0 +635.4674965919185 5671.068359375 4.676856517791748 7.0 +635.4879293488411 5683.42236328125 4.677984714508057 7.0 +635.5083621057638 5676.3056640625 4.677082061767578 7.0 +635.5492276184377 5684.76171875 4.678255081176758 7.0 +635.5696604744298 5689.7763671875 4.6788787841796875 7.0 +635.5900932304139 5666.2763671875 4.676692008972168 7.0 +635.6105258859388 5688.1884765625 4.678811550140381 7.0 +635.6309587412252 5672.234375 4.678027629852295 7.0 +635.6513914962852 5675.6865234375 4.677852153778076 7.0 +635.6718241513445 5675.95263671875 4.677852630615234 7.0 +635.6922570059396 5678.50634765625 4.678191184997559 7.0 +635.7126897602939 5685.56396484375 4.678920269012451 7.0 +635.7331224146546 5674.1533203125 4.677793979644775 7.0 +635.753555268544 5680.00146484375 4.67827033996582 7.0 +635.7739880224399 5686.85302734375 4.679656982421875 7.0 +635.7944206758693 5681.72119140625 4.678718566894531 7.0 +635.8148535293003 5686.1083984375 4.678741455078125 7.0 +635.8352862822576 5688.94921875 4.678884506225586 7.0 +635.8557190349893 5683.51806640625 4.678046703338623 7.0 +635.8761517877138 5685.6123046875 4.678872108459473 7.0 +635.8965845402126 5687.01171875 4.678990364074707 7.0 +635.9170172922459 5681.6015625 4.678830623626709 7.0 +635.9374500442791 5676.08154296875 4.678776264190674 7.0 +635.9578827958394 5673.75732421875 4.678201675415039 7.0 +635.978315547407 5687.8974609375 4.6795477867126465 7.0 +635.9987482987344 5672.427734375 4.678503036499023 7.0 +636.0191810496035 5676.77001953125 4.678640365600586 7.0 +636.0396138004726 5678.54638671875 4.678857803344727 7.0 +636.0600465511015 5683.6201171875 4.678850173950195 7.0 +636.1213448013732 5681.6767578125 4.679162502288818 7.0 +636.1417776510789 5682.25244140625 4.678859233856201 7.0 +636.162210400551 5681.73583984375 4.6795477867126465 7.0 +636.1826430497822 5671.3515625 4.678653240203857 7.0 +636.2030758987894 5682.6708984375 4.6793131828308105 7.0 +636.223508647563 5681.6298828125 4.679473876953125 7.0 +636.2439412960957 5694.41455078125 4.680748462677002 7.0 +636.2643741444044 5682.07666015625 4.679803848266602 7.0 +636.2848068924795 5678.31298828125 4.678788185119629 7.0 +636.3052395403138 5687.63037109375 4.679561614990234 7.0 +636.325672387924 5678.13427734375 4.678953647613525 7.0 +636.3461051353006 5696.0107421875 4.680755615234375 7.0 +636.407403376259 5691.61572265625 4.680548191070557 7.0 +636.4482688689095 5688.70654296875 4.679401397705078 7.0 +636.468701615122 5683.61376953125 4.680057048797607 7.0 +636.5095671063755 5686.84375 4.679922580718994 7.0 +636.5504325969305 5668.5625 4.678230285644531 7.0 +636.5708653419788 5692.109375 4.679083347320557 7.0 +636.5912980865614 5682.15185546875 4.679012298583984 7.0 +636.6117309311376 5679.32080078125 4.678931713104248 7.0 +636.6321635752538 5688.92578125 4.680709362030029 7.0 +636.6525963193708 5676.74658203125 4.679195404052734 7.0 +636.6730291632484 5685.5791015625 4.679723262786865 7.0 +636.693461806899 5678.79541015625 4.679821968078613 7.0 +636.7138946500781 5680.4521484375 4.679943561553955 7.0 +636.7343273932638 5688.89501953125 4.6805739402771 7.0 +636.7547600362159 5693.54541015625 4.680882930755615 7.0 +636.7751928789367 5688.32080078125 4.680540561676025 7.0 +636.7956256214165 5681.23193359375 4.679588317871094 7.0 +636.8160582636701 5678.7421875 4.679544448852539 7.0 +636.8364911056851 5679.16015625 4.679253101348877 7.0 +636.8569238474738 5689.62255859375 4.680281639099121 7.0 +636.8773564890289 5682.015625 4.679766654968262 7.0 +636.8977893303527 5674.7666015625 4.67921257019043 7.0 +636.9182220714356 5674.1953125 4.679284572601318 7.0 +636.938654812293 5688.4560546875 4.680559158325195 7.0 +636.959087553143 5679.2841796875 4.680112361907959 7.0 +636.9795202935347 5687.59375 4.681145668029785 7.0 +636.9999531336944 5676.150390625 4.679500579833984 7.0 +637.0408185135384 5680.47021484375 4.680332660675049 7.0 +637.0612513529995 5681.6943359375 4.680178642272949 7.0 +637.0816840924526 5681.37109375 4.680685520172119 7.0 +637.1021167316794 5677.58447265625 4.6797404289245605 7.0 +637.1225495704421 5678.4853515625 4.680183410644531 7.0 +637.1429823091967 5692.5791015625 4.681390285491943 7.0 +637.163414947725 5686.64111328125 4.680682182312012 7.0 +637.1838477857891 5686.9130859375 4.681210041046143 7.0 +637.2042805238452 5680.47802734375 4.6805877685546875 7.0 +637.224713161675 5679.5859375 4.680415630340576 7.0 +637.2451459992735 5675.35546875 4.680069446563721 7.0 +637.2655786366377 5672.15625 4.679541110992432 7.0 +637.2860114737632 5686.91455078125 4.680757999420166 7.0 +637.3064442106624 5683.16259765625 4.680731296539307 7.0 +637.3268768473208 5685.71142578125 4.680929183959961 7.0 +637.3473096837552 5684.89892578125 4.680294036865234 7.0 +637.3677424199559 5681.63037109375 4.680147171020508 7.0 +637.388175055923 5687.794921875 4.680769443511963 7.0 +637.4086078918845 5677.23193359375 4.679834365844727 7.0 +637.4290406273867 5687.8212890625 4.680454730987549 7.0 +637.4494733628817 5683.3115234375 4.68031644821167 7.0 +637.4699060979183 5681.3544921875 4.679508209228516 7.0 +637.5107715675185 5694.658203125 4.681427001953125 7.0 +637.5312043020895 5682.96875 4.680570125579834 7.0 +637.5516370361947 5685.5625 4.681025505065918 7.0 +637.5720698702935 5680.04345703125 4.680747985839844 7.0 +637.5925025041652 5685.88818359375 4.681271553039551 7.0 +637.6129352378048 5680.48193359375 4.681074142456055 7.0 +637.653800804379 5680.1640625 4.681033611297607 7.0 +637.6742334373193 5692.09765625 4.682168006896973 7.0 +637.6946662700211 5682.65673828125 4.681654453277588 7.0 +637.7150990024966 5683.99267578125 4.680870056152344 7.0 +637.7355316347384 5693.4091796875 4.681728839874268 7.0 +637.7559644667417 5684.169921875 4.681441307067871 7.0 +637.7763971987515 5680.39697265625 4.680871486663818 7.0 +637.7968298302949 5690.37939453125 4.681853294372559 7.0 +637.8172626615997 5679.7509765625 4.680689811706543 7.0 +637.837695392911 5680.4970703125 4.681230068206787 7.0 +637.8581281237566 5678.21484375 4.680248737335205 7.0 +637.878560854595 5671.43701171875 4.680387496948242 7.0 +637.8989935852078 5689.7197265625 4.681849956512451 7.0 +637.9194263153549 5676.1474609375 4.680856227874756 7.0 +637.9398590454948 5681.37158203125 4.681834697723389 7.0 +637.9602916754084 5684.78515625 4.6817145347595215 7.0 +637.9807245050906 5677.58154296875 4.681097030639648 7.0 +638.001157234532 5680.38525390625 4.680907249450684 7.0 +638.0215899637478 5680.45654296875 4.681576728820801 7.0 +638.0420226927308 5684.91650390625 4.681687355041504 7.0 +638.0624554214737 5688.90087890625 4.681465148925781 7.0 +638.0828881502239 5678.4638671875 4.680562496185303 7.0 +638.1033209785091 5685.5673828125 4.681540012359619 7.0 +638.1237536065528 5679.0361328125 4.681416988372803 7.0 +638.1441864346052 5669.32373046875 4.679812431335449 7.0 +638.164619162184 5682.85009765625 4.681086540222168 7.0 +638.1850517897692 5673.7822265625 4.681046962738037 7.0 +638.2259173440107 5671.65869140625 4.680744647979736 7.0 +638.2463499708902 5686.24609375 4.6816487312316895 7.0 +638.2667827975456 5677.53466796875 4.681284427642822 7.0 +638.3076481501485 5670.38671875 4.68030309677124 7.0 +638.3280809761054 5681.0537109375 4.681180477142334 7.0 +638.3485137018288 5672.36669921875 4.680521011352539 7.0 +638.3689463273113 5682.8701171875 4.681500434875488 7.0 +638.3893791525697 5678.3408203125 4.6809163093566895 7.0 +638.4098118778202 5675.2529296875 4.68104362487793 7.0 +638.430244702613 5683.81982421875 4.681394577026367 7.0 +638.4506773274043 5681.11376953125 4.681670665740967 7.0 +638.4711100517234 5666.7431640625 4.680373191833496 7.0 +638.5528409473918 5674.73974609375 4.680961608886719 7.0 +638.5732736707869 5691.07666015625 4.682568550109863 7.0 +638.5937063939418 5675.41015625 4.6812357902526855 7.0 +638.6141391168712 5681.849609375 4.681112289428711 7.0 +638.6345718395678 5683.50146484375 4.681980609893799 7.0 +638.6550045622571 5677.07763671875 4.680919170379639 7.0 +638.6754373844888 5680.95361328125 4.681682586669922 7.0 +638.6958700064861 5678.5341796875 4.681411266326904 7.0 +638.7163028284776 5681.10693359375 4.681426048278809 7.0 +638.73673555001 5675.75146484375 4.680793285369873 7.0 +638.7571681715417 5678.02587890625 4.68087911605835 7.0 +638.7776009928348 5669.4833984375 4.680092811584473 7.0 +638.7980337136687 5676.2060546875 4.681350231170654 7.0 +638.8184663345019 5677.1025390625 4.681142330169678 7.0 +638.8388991550964 5683.87158203125 4.682003021240234 7.0 +638.8593318754647 5677.40185546875 4.681286334991455 7.0 +638.9206300353981 5671.6962890625 4.679714679718018 7.0 +638.941062754835 5679.12353515625 4.681057453155518 7.0 +638.9614954742647 5675.5703125 4.680274486541748 7.0 +638.981928193236 5676.4296875 4.681323528289795 7.0 +639.0023610122007 5676.294921875 4.680303573608398 7.0 +639.0227936309384 5674.00634765625 4.680111408233643 7.0 +639.0432263492112 5671.6162109375 4.679999828338623 7.0 +639.0636591674847 5671.40771484375 4.680874824523926 7.0 +639.0840918855174 5670.94189453125 4.680863857269287 7.0 +639.1045245033238 5677.2998046875 4.680947303771973 7.0 +639.1249573208916 5679.88525390625 4.682109355926514 7.0 +639.1453900384658 5676.8369140625 4.681131839752197 7.0 +639.1658226555737 5670.35009765625 4.680915832519531 7.0 +639.1862554724503 5665.31884765625 4.680142879486084 7.0 +639.206688089318 5671.12451171875 4.681190490722656 7.0 +639.2271208057282 5674.69775390625 4.6814703941345215 7.0 +639.2475536221318 5659.16455078125 4.679729461669922 7.0 +639.2679862383084 5668.3583984375 4.68002462387085 7.0 +639.2884190542536 5670.12451171875 4.680912494659424 7.0 +639.3292843852032 5672.48486328125 4.680750370025635 7.0 +639.3497172006828 5674.6171875 4.6808881759643555 7.0 +639.3701499156887 5673.017578125 4.680951118469238 7.0 +639.3905825304682 5673.40087890625 4.680449485778809 7.0 +639.431448059564 5677.32861328125 4.680389881134033 7.0 +639.4518806738706 5678.2744140625 4.681650638580322 7.0 +639.4723134877204 5676.3955078125 4.680840492248535 7.0 +639.4927462015621 5672.65087890625 4.681144714355469 7.0 +639.5131789151783 5668.50244140625 4.680324077606201 7.0 +639.5336116285616 5667.16162109375 4.680673599243164 7.0 +639.5540443417121 5678.5 4.681513786315918 7.0 +639.5744771546233 5673.23583984375 4.680234909057617 7.0 +639.5949097673074 5670.677734375 4.68075704574585 7.0 +639.6153424797521 5682.0927734375 4.681005954742432 7.0 +639.6357752922049 5675.34765625 4.681375503540039 7.0 +639.6562080041913 5656.61328125 4.679413795471191 7.0 +639.6766406161769 5657.52392578125 4.679971694946289 7.0 +639.6970734279239 5668.974609375 4.6796770095825195 7.0 +639.7175061394446 5666.22900390625 4.680408954620361 7.0 +639.7583715617802 5670.7119140625 4.68009090423584 7.0 +639.7788042726024 5673.1015625 4.681140899658203 7.0 +639.799236883191 5664.31982421875 4.679345607757568 7.0 +639.8196696935411 5656.9150390625 4.678934574127197 7.0 +639.8401024038976 5671.61474609375 4.679024696350098 7.0 +639.8605351137812 5667.1474609375 4.680489540100098 7.0 +639.8809678236721 5664.16064453125 4.6798014640808105 7.0 +639.9014004333294 5671.51806640625 4.680368900299072 7.0 +639.9218332425153 5668.84619140625 4.68004035949707 7.0 +639.9422659517077 5667.3935546875 4.679864883422852 7.0 +639.9626985606665 5658.76611328125 4.679474830627441 7.0 +639.9831313693867 5660.4462890625 4.67976188659668 7.0 +640.0035640781134 5666.57861328125 4.680477619171143 7.0 +640.0239967863745 5666.177734375 4.6805925369262695 7.0 +640.0444294946283 5653.90625 4.6786723136901855 7.0 +640.0852949102191 5656.46533203125 4.679013252258301 7.0 +640.1057276177744 5662.19775390625 4.6796793937683105 7.0 +640.1261603248713 5675.27685546875 4.6805739402771 7.0 +640.146593131969 5666.744140625 4.679134845733643 7.0 +640.1670258388258 5658.82080078125 4.679138660430908 7.0 +640.1874584456891 5659.24072265625 4.679004669189453 7.0 +640.2078912520883 5657.24560546875 4.678900718688965 7.0 +640.2283239582466 5656.2802734375 4.679215908050537 7.0 +640.2487565644115 5664.32470703125 4.678947448730469 7.0 +640.2896220758048 5654.66845703125 4.67857027053833 7.0 +640.3100546812711 5648.74853515625 4.678329944610596 7.0 +640.3304874865062 5650.1435546875 4.677909851074219 7.0 +640.3509201915003 5657.45556640625 4.679372787475586 7.0 +640.371352796501 5651.3154296875 4.677885055541992 7.0 +640.3917856010376 5653.62353515625 4.678852558135986 7.0 +640.4122183053332 5660.19287109375 4.6777167320251465 7.0 +640.4326511096369 5654.00341796875 4.678937911987305 7.0 +640.4530837137063 5649.986328125 4.6777753829956055 7.0 +640.4735164173035 5664.54541015625 4.679895401000977 7.0 +640.4939491209079 5658.05419921875 4.679102897644043 7.0 +640.5143818242796 5654.38720703125 4.67840051651001 7.0 +640.5348145274111 5650.083984375 4.679104804992676 7.0 +640.5552472305499 5652.91552734375 4.677507400512695 7.0 +640.575679933223 5648.779296875 4.678152084350586 7.0 +640.596112635656 5650.6767578125 4.678433418273926 7.0 +640.6165453380963 5650.79736328125 4.679071426391602 7.0 +640.6369780403038 5653.82177734375 4.678807258605957 7.0 +640.6778434437801 5662.17822265625 4.679266452789307 7.0 +640.698276145522 5646.8564453125 4.676931858062744 7.0 +640.7187089467916 5653.82666015625 4.677855491638184 7.0 +640.7391416478349 5652.01953125 4.677278518676758 7.0 +640.7800070494486 5649.8603515625 4.677145004272461 7.0 +640.8004397500263 5652.62744140625 4.677098751068115 7.0 +640.8208723501375 5649.265625 4.676826000213623 7.0 +640.841305150243 5651.78564453125 4.677111625671387 7.0 +640.8617378501222 5648.59716796875 4.678184509277344 7.0 +640.8821704500006 5645.11181640625 4.676293849945068 7.0 +640.9230359485882 5645.400390625 4.677638530731201 7.0 +640.9434685477609 5644.41015625 4.677514553070068 7.0 +640.9639013464766 5648.84228515625 4.676850318908691 7.0 +640.9843340451916 5634.08154296875 4.67696475982666 7.0 +641.0047668436673 5648.794921875 4.676839351654053 7.0 +641.0251994419159 5638.671875 4.675180912017822 7.0 +641.0456321399324 5648.09423828125 4.6777849197387695 7.0 +641.0660649379424 5644.41162109375 4.676730155944824 7.0 +641.0864975354925 5645.69140625 4.6776275634765625 7.0 +641.1069302328106 5635.6962890625 4.676895618438721 7.0 +641.1273630301221 5642.63818359375 4.676771640777588 7.0 +641.1477956272065 5637.84619140625 4.676840782165527 7.0 +641.1682283240589 5635.87158203125 4.675234794616699 7.0 +641.2090938170586 5633.8037109375 4.675059795379639 7.0 +641.2295264132117 5635.29443359375 4.675644874572754 7.0 +641.2499592093591 5644.705078125 4.676210880279541 7.0 +641.2703918050465 5639.0341796875 4.675797939300537 7.0 +641.2908246007355 5641.22802734375 4.677358627319336 7.0 +641.3112572961836 5638.32763671875 4.674753189086914 7.0 +641.3316898914054 5636.16943359375 4.676192283630371 7.0 +641.3521226863959 5631.19091796875 4.675663471221924 7.0 +641.3725553811455 5634.564453125 4.676951885223389 7.0 +641.3929879759016 5636.50244140625 4.677011966705322 7.0 +641.4134207701936 5629.26953125 4.6760172843933105 7.0 +641.4338534644776 5638.94384765625 4.677260398864746 7.0 +641.4542860585352 5625.75634765625 4.6747589111328125 7.0 +641.4747188521287 5631.64599609375 4.676576614379883 7.0 +641.4951515457142 5633.4716796875 4.67665958404541 7.0 +641.5155841393062 5632.6416015625 4.676263332366943 7.0 +641.536016932434 5632.33544921875 4.675870418548584 7.0 +641.576882418216 5629.59375 4.675805568695068 7.0 +641.5973150108766 5633.7587890625 4.675901412963867 7.0 +641.6381804954945 5632.5947265625 4.676222801208496 7.0 +641.6586131874501 5623.5185546875 4.675345420837402 7.0 +641.6790457791794 5629.48046875 4.674807548522949 7.0 +641.6994785709103 5629.09765625 4.675302982330322 7.0 +641.7199112621747 5617.4794921875 4.674199104309082 7.0 +641.7403438534311 5632.74169921875 4.674959659576416 7.0 +641.7607766444635 5624.83642578125 4.674015522003174 7.0 +641.781209335255 5620.697265625 4.673870086669922 7.0 +641.8016419258201 5617.64306640625 4.674053192138672 7.0 +641.822074716154 5632.02099609375 4.674196243286133 7.0 +641.8425074064871 5622.1640625 4.673927307128906 7.0 +641.8629399963465 5629.30029296875 4.67408561706543 7.0 +641.8833727862147 5628.18408203125 4.6740217208862305 7.0 +641.9038053758486 5630.2177734375 4.674685955047607 7.0 +641.9242381652439 5619.9248046875 4.673442363739014 7.0 +641.9651034433482 5615.9013671875 4.671929836273193 7.0 +641.9855362322778 5618.55029296875 4.672898769378662 7.0 +642.0264016092115 5616.64794921875 4.67223596572876 7.0 +642.0468342974491 5634.0546875 4.673948287963867 7.0 +642.0672669854539 5622.7470703125 4.672805309295654 7.0 +642.0876996732259 5617.0947265625 4.672328948974609 7.0 +642.1081323609906 5617.79248046875 4.674035549163818 7.0 +642.1285650482969 5619.98779296875 4.673933029174805 7.0 +642.1489977355959 5629.98388671875 4.674072742462158 7.0 +642.1694305224373 5616.71630859375 4.671695232391357 7.0 +642.1898631092772 5627.07421875 4.6730241775512695 7.0 +642.2102958961113 5615.6865234375 4.672534942626953 7.0 +642.2307285824863 5621.1455078125 4.673590183258057 7.0 +642.2511611686277 5619.2451171875 4.673337936401367 7.0 +642.2715939547634 5618.00830078125 4.673763751983643 7.0 +642.2920266404399 5609.90966796875 4.671537399291992 7.0 +642.3124592261156 5612.26806640625 4.673518657684326 7.0 +642.3328920115528 5610.67724609375 4.67234468460083 7.0 +642.3737572819737 5612.83935546875 4.672162055969238 7.0 +642.3941900667123 5620.58642578125 4.671985626220703 7.0 +642.4146227514575 5614.74658203125 4.671176910400391 7.0 +642.4350553359691 5615.80908203125 4.67242431640625 7.0 +642.4554881202421 5614.490234375 4.671450138092041 7.0 +642.4759208042888 5601.34814453125 4.671304702758789 7.0 +642.4963534881026 5607.46240234375 4.67274808883667 7.0 +642.5167861716764 5612.00244140625 4.673684597015381 7.0 +642.5372188552574 5613.21240234375 4.673367023468018 7.0 +642.5780842217137 5612.244140625 4.673030853271484 7.0 +642.5985169045962 5611.38916015625 4.673104763031006 7.0 +642.6189495872459 5611.6806640625 4.67293119430542 7.0 +642.6393822696555 5618.06298828125 4.674245834350586 7.0 +642.6598149520723 5618.60595703125 4.6740922927856445 7.0 +642.6802476340235 5615.43896484375 4.673397541046143 7.0 +642.7006803159675 5616.00439453125 4.673757076263428 7.0 +642.7211129976859 5613.953125 4.673564434051514 7.0 +642.7619783606497 5605.9931640625 4.6715312004089355 7.0 +642.7824111416703 5611.810546875 4.672631740570068 7.0 +642.8028438226902 5608.4033203125 4.670597076416016 7.0 +642.8232764034692 5609.44482421875 4.671822547912598 7.0 +642.8437091840242 5600.6904296875 4.671337127685547 7.0 +642.8641418643456 5607.2841796875 4.672208786010742 7.0 +642.8845744444261 5597.642578125 4.669741630554199 7.0 +642.9050072245154 5604.16650390625 4.670659065246582 7.0 +642.9254399043712 5612.69873046875 4.672179698944092 7.0 +642.9458724837532 5601.9013671875 4.670074462890625 7.0 +642.966305263144 5602.205078125 4.6717095375061035 7.0 +643.0071706214512 5607.59326171875 4.672358512878418 7.0 +643.0276033003756 5593.6806640625 4.672194480895996 7.0 +643.0480359788344 5599.35498046875 4.672336101531982 7.0 +643.0684687572866 5598.79345703125 4.671154499053955 7.0 +643.0889013355118 5595.58349609375 4.671812057495117 7.0 +643.1093340135048 5609.22265625 4.673269748687744 7.0 +643.1297667914914 5614.3232421875 4.673173904418945 7.0 +643.1501993690181 5601.69091796875 4.672157287597656 7.0 +643.1706320465455 5605.59130859375 4.671044826507568 7.0 +643.1910648238336 5598.38720703125 4.671689510345459 7.0 +643.2114974008946 5598.37255859375 4.672248363494873 7.0 +643.2319300777235 5602.1396484375 4.671783447265625 7.0 +643.2727954309084 5604.5458984375 4.67262077331543 7.0 +643.2932281072717 5587.94921875 4.671714782714844 7.0 +643.3136608833956 5604.94677734375 4.671835422515869 7.0 +643.3340934592925 5595.65771484375 4.672987937927246 7.0 +643.3545262349508 5589.40771484375 4.671885013580322 7.0 +643.3749589103827 5602.6259765625 4.67395544052124 7.0 +643.3953914858139 5605.08740234375 4.673635482788086 7.0 +643.4158242610065 5590.7734375 4.671674728393555 7.0 +643.4362569359728 5598.4814453125 4.6735029220581055 7.0 +643.4566895107055 5592.92578125 4.6715264320373535 7.0 +643.4771222851996 5596.42236328125 4.67366886138916 7.0 +643.4975549597002 5597.791015625 4.672106742858887 7.0 +643.5179875339672 5592.75 4.672677516937256 7.0 +643.5384203079957 5594.24853515625 4.671261310577393 7.0 +643.5588529817978 5597.71875 4.672308921813965 7.0 +643.5792856553671 5593.68212890625 4.670791149139404 7.0 +643.5997183286963 5585.14599609375 4.669984340667725 7.0 +643.6405836751364 5598.44482421875 4.670599937438965 7.0 +643.661016348 5595.6962890625 4.672550201416016 7.0 +643.681449020638 5589.54248046875 4.670078277587891 7.0 +643.7018817930439 5592.703125 4.671954154968262 7.0 +643.7223144654417 5591.49365234375 4.67025899887085 7.0 +643.7427470373805 5593.322265625 4.670218467712402 7.0 +643.7631798093207 5591.30224609375 4.67173957824707 7.0 +643.7836124810201 5596.86669921875 4.671393871307373 7.0 +643.804045052726 5595.6923828125 4.672728538513184 7.0 +643.8244778239678 5589.873046875 4.67063570022583 7.0 +643.8449103952007 5593.66552734375 4.672350883483887 7.0 +643.8653430662089 5590.23388671875 4.6697587966918945 7.0 +643.885775836985 5590.7529296875 4.671205520629883 7.0 +643.9062084075194 5591.326171875 4.671530246734619 7.0 +643.9266410778291 5592.16064453125 4.670910835266113 7.0 +643.9470738481396 5603.20361328125 4.673049449920654 7.0 +643.9675064182084 5590.23388671875 4.671346187591553 7.0 +643.9879391880531 5596.74462890625 4.671595096588135 7.0 +644.0083718576643 5598.82568359375 4.672144889831543 7.0 +644.0288044270346 5590.58544921875 4.672369003295898 7.0 +644.0492371964137 5592.353515625 4.671395301818848 7.0 +644.0696698653264 5588.47265625 4.67102575302124 7.0 +644.0901025342318 5591.00146484375 4.672270774841309 7.0 +644.1105352029117 5595.63232421875 4.672360897064209 7.0 +644.1309678715916 5585.88916015625 4.672797203063965 7.0 +644.1514005397985 5581.7626953125 4.6701507568359375 7.0 +644.4578906422539 5594.24169921875 4.673463821411133 7.0 +644.4783233076741 5582.71484375 4.670710563659668 7.0 +644.4987558728608 5601.1044921875 4.672403812408447 7.0 +644.5191886378088 5586.90625 4.671457290649414 7.0 +644.5396212025298 5594.466796875 4.672998428344727 7.0 +644.560053967245 5582.54296875 4.671455383300781 7.0 +644.5804866315011 5596.259765625 4.672975063323975 7.0 +644.6009191957564 5588.2646484375 4.671729564666748 7.0 +644.6213519597804 5592.1708984375 4.671602725982666 7.0 +644.6417846235636 5586.9140625 4.672274112701416 7.0 +644.662217287354 5594.65771484375 4.672494888305664 7.0 +644.6826499509043 5588.62158203125 4.6719560623168945 7.0 +644.7030826142291 5591.703125 4.672299385070801 7.0 +644.723515277321 5590.19140625 4.672463417053223 7.0 +644.7643806030319 5594.640625 4.672070503234863 7.0 +644.7848132654253 5583.72119140625 4.6717023849487305 7.0 +644.8052460278122 5591.453125 4.672554016113281 7.0 +644.8256785899721 5595.8955078125 4.673933029174805 7.0 +644.8461113521334 5591.48779296875 4.672410011291504 7.0 +644.8869765755153 5587.580078125 4.671992778778076 7.0 +644.9074093369782 5598.20263671875 4.6737751960754395 7.0 +644.9278419982002 5600.0908203125 4.673477649688721 7.0 +644.9482745594287 5590.59765625 4.672223091125488 7.0 +644.9687073201931 5590.65185546875 4.672366619110107 7.0 +645.0095725414794 5593.763671875 4.672894477844238 7.0 +645.0300053017781 5594.54345703125 4.67267370223999 7.0 +645.0504379620688 5592.22705078125 4.672616481781006 7.0 +645.070870622134 5579.5673828125 4.67106819152832 7.0 +645.0913032817334 5594.2783203125 4.672679424285889 7.0 +645.1117359415584 5586.45703125 4.672727108001709 7.0 +645.1526012600589 5596.875 4.67348051071167 7.0 +645.1730339191854 5596.9833984375 4.6720476150512695 7.0 +645.1934665780864 5599.65966796875 4.673038959503174 7.0 +645.2138992367545 5606.82080078125 4.673880577087402 7.0 +645.2343318954154 5591.125 4.6732659339904785 7.0 +645.2547646536186 5601.779296875 4.673762321472168 7.0 +645.2751972118203 5605.1962890625 4.674500465393066 7.0 +645.2956298697827 5591.06640625 4.673019886016846 7.0 +645.3160626277531 5598.810546875 4.673300266265869 7.0 +645.3364951852564 5604.2607421875 4.674253463745117 7.0 +645.3569278427531 5595.58203125 4.6733479499816895 7.0 +645.377360600025 5604.63525390625 4.674806594848633 7.0 +645.3977931570626 5607.0859375 4.674710750579834 7.0 +645.4182258140936 5596.62353515625 4.67425012588501 7.0 +645.438658570667 5586.5146484375 4.673418045043945 7.0 +645.4590911272389 5608.36572265625 4.675780773162842 7.0 +645.4795238835723 5602.98388671875 4.674985408782959 7.0 +645.4999565396793 5615.5595703125 4.675975799560547 7.0 +645.5203890957855 5610.90234375 4.675786018371582 7.0 +645.5408218516532 5614.2294921875 4.674548149108887 7.0 +645.5612545072945 5613.1572265625 4.676426410675049 7.0 +645.581687162703 5608.02001953125 4.675336837768555 7.0 +645.6021198178714 5607.78173828125 4.67555046081543 7.0 +645.6225524730471 5612.4609375 4.675159931182861 7.0 +645.64298512799 5608.23828125 4.676159381866455 7.0 +645.6634177826927 5603.66552734375 4.674626350402832 7.0 +645.6838504371699 5611.48486328125 4.676165580749512 7.0 +645.7042830916471 5610.296875 4.6762566566467285 7.0 +645.7247158458849 5601.40625 4.674752712249756 7.0 +645.7451483998957 5607.349609375 4.6767473220825195 7.0 +645.786013707213 5615.78076171875 4.6769585609436035 7.0 +645.8064463607589 5609.18310546875 4.675335884094238 7.0 +645.8268791140654 5619.81591796875 4.677218914031982 7.0 +645.8473117671456 5611.8916015625 4.6758341789245605 7.0 +645.8677443199922 5614.59326171875 4.677055835723877 7.0 +645.8881770728331 5615.908203125 4.6769914627075195 7.0 +645.9086096254468 5613.04638671875 4.675933361053467 7.0 +645.9290422778286 5621.59130859375 4.67811393737793 7.0 +645.9494750299709 5620.50146484375 4.6771135330200195 7.0 +645.969907582119 5621.9326171875 4.678152084350586 7.0 +645.9903402340351 5615.158203125 4.676331043243408 7.0 +646.0312055371614 5620.83935546875 4.677568435668945 7.0 +646.0516382886126 5620.53466796875 4.677234649658203 7.0 +646.07207093959 5621.73681640625 4.678150177001953 7.0 +646.0925035905748 5624.35595703125 4.677922248840332 7.0 +646.1129362415595 5627.7431640625 4.678563117980957 7.0 +646.1333688920713 5620.380859375 4.677109718322754 7.0 +646.1538015425904 5617.47119140625 4.67793607711792 7.0 +646.1742341928766 5625.05859375 4.677321910858154 7.0 +646.1946668429227 5619.13330078125 4.679754257202148 7.0 +646.2150994927433 5620.98583984375 4.678028106689453 7.0 +646.2355321425639 5625.34033203125 4.678459167480469 7.0 +646.2559647921444 5622.224609375 4.6776041984558105 7.0 +646.2763974414993 5628.26611328125 4.678333282470703 7.0 +646.2968301906221 5625.47216796875 4.678877353668213 7.0 +646.3172627397362 5635.5234375 4.67938232421875 7.0 +646.3376954886262 5637.6171875 4.680505752563477 7.0 +646.3989934341225 5653.58056640625 4.68142032623291 7.0 +646.4398586302632 5650.6923828125 4.681808948516846 7.0 +646.460291377989 5649.7783203125 4.680704116821289 7.0 +646.4807240257142 5633.375 4.680310249328613 7.0 +646.5011565731984 5650.9853515625 4.681215763092041 7.0 +646.5215893204586 5643.1259765625 4.680661201477051 7.0 +646.5420219674852 5639.60498046875 4.679961681365967 7.0 +646.5624545145038 5635.349609375 4.680639266967773 7.0 +646.5828872612983 5638.8828125 4.680784225463867 7.0 +646.6033198078585 5645.76953125 4.680760860443115 7.0 +646.6237525541801 5656.4443359375 4.681651592254639 7.0 +646.6441852005082 5635.98681640625 4.679571151733398 7.0 +646.6646178463707 5638.123046875 4.680194854736328 7.0 +646.6850504922259 5645.81591796875 4.680615425109863 7.0 +646.7054831380883 5640.033203125 4.680825233459473 7.0 +646.7259157834851 5651.447265625 4.680376052856445 7.0 +646.7463484288746 5648.900390625 4.681137561798096 7.0 +646.7667810740386 5648.74169921875 4.680328369140625 7.0 +646.7872137192026 5649.61181640625 4.681842803955078 7.0 +646.8280790085919 5650.04296875 4.68143367767334 7.0 +646.8485116530574 5646.45263671875 4.680767059326172 7.0 +646.9098095855152 5665.67236328125 4.683217525482178 7.0 +646.9302423292756 5653.412109375 4.681197166442871 7.0 +646.950674872809 5642.8154296875 4.68117094039917 7.0 +646.9711076163367 5647.92041015625 4.682329177856445 7.0 +646.991540259638 5657.6953125 4.68328857421875 7.0 +647.0119728027057 5657.5947265625 4.683511257171631 7.0 +647.0324055455421 5653.01953125 4.683181285858154 7.0 +647.0528381883705 5658.40869140625 4.6839447021484375 7.0 +647.0732707309726 5658.55615234375 4.683496952056885 7.0 +647.0937034733361 5663.60107421875 4.6844563484191895 7.0 +647.1141361157061 5655.1376953125 4.683572769165039 7.0 +647.1345687576104 5667.2802734375 4.68450403213501 7.0 +647.1958665828497 5658.521484375 4.683910846710205 7.0 +647.2162993242819 5661.5048828125 4.68369722366333 7.0 +647.2367319654877 5662.5 4.684971332550049 7.0 +647.2775972474337 5654.90771484375 4.684327125549316 7.0 +647.2980298881666 5666.33544921875 4.6862616539001465 7.0 +647.3184626286748 5671.0693359375 4.686367511749268 7.0 +647.3593278092158 5658.47802734375 4.685194969177246 7.0 +647.3797605490254 5665.42529296875 4.685708999633789 7.0 +647.4001930890663 5655.8466796875 4.683806419372559 7.0 +647.4206257286351 5670.7041015625 4.686258792877197 7.0 +647.4410584682118 5656.87255859375 4.684209823608398 7.0 +647.461491007547 5678.025390625 4.686603546142578 7.0 +647.4819236466574 5671.2158203125 4.685302257537842 7.0 +647.5023563855357 5673.990234375 4.685126781463623 7.0 +647.5227889244125 5659.1123046875 4.683622360229492 7.0 +647.5432216630506 5670.0673828125 4.685126781463623 7.0 +647.5636543016954 5665.6904296875 4.68577766418457 7.0 +647.5840868398664 5675.2392578125 4.686188220977783 7.0 +647.6249522159924 5678.728515625 4.686280727386475 7.0 +647.6453848536985 5670.68017578125 4.686036109924316 7.0 +647.6658174914119 5679.0712890625 4.686351299285889 7.0 +647.6862501288924 5669.7353515625 4.685483932495117 7.0 +647.7066827661329 5673.45556640625 4.686673641204834 7.0 +647.7475480403955 5674.78173828125 4.68522834777832 7.0 +647.7679806771703 5677.6005859375 4.685115337371826 7.0 +647.7884134137203 5681.96875 4.687219619750977 7.0 +647.8088459500359 5671.19873046875 4.685423851013184 7.0 +647.8292786863458 5685.95703125 4.686526298522949 7.0 +647.8497112226614 5673.7939453125 4.684652328491211 7.0 +647.8701438585122 5680.6279296875 4.687080383300781 7.0 +647.8905765943564 5682.07861328125 4.685821056365967 7.0 +647.9110091299735 5692.35400390625 4.688449382781982 7.0 +647.9314417653586 5684.06982421875 4.686354637145996 7.0 +647.9518745005043 5684.9580078125 4.6868367195129395 7.0 +647.9723070356558 5683.16015625 4.68669319152832 7.0 +647.9927396705752 5681.00244140625 4.686451435089111 7.0 +648.0131724054881 5682.74951171875 4.687234878540039 7.0 +648.0336049399411 5684.455078125 4.685626983642578 7.0 +648.0540375743949 5679.39794921875 4.685791492462158 7.0 +648.0744703088421 5685.83642578125 4.686526298522949 7.0 +648.0949028428295 5676.26513671875 4.686160087585449 7.0 +648.1153355768183 5687.32177734375 4.686464309692383 7.0 +648.1357682105663 5686.91845703125 4.687643527984619 7.0 +648.1562008440887 5675.2333984375 4.68656063079834 7.0 +648.1766334776039 5677.056640625 4.686359405517578 7.0 +648.1970661108935 5681.6572265625 4.6865715980529785 7.0 +648.2174987439503 5687.09716796875 4.6873321533203125 7.0 +648.237931377007 5683.45458984375 4.687570095062256 7.0 +648.2583640098237 5682.94287109375 4.687897205352783 7.0 +648.3196619071241 5687.986328125 4.688094615936279 7.0 +648.4013925344552 5688.00830078125 4.688204288482666 7.0 +648.4218251658749 5688.9365234375 4.687617301940918 7.0 +648.4626904282632 5695.04052734375 4.687851905822754 7.0 +648.4831230592172 5689.326171875 4.688390254974365 7.0 +648.5035555901777 5693.09912109375 4.686985492706299 7.0 +648.5239883206741 5695.658203125 4.688393592834473 7.0 +648.5444208511617 5688.01220703125 4.688002586364746 7.0 +648.5648534814245 5699.65869140625 4.688178062438965 7.0 +648.5852862116881 5693.494140625 4.688882350921631 7.0 +648.6057187417173 5694.18310546875 4.68869686126709 7.0 +648.6261513715071 5693.9423828125 4.687675476074219 7.0 +648.6670167306293 5691.3515625 4.688835144042969 7.0 +648.6874493599607 5694.53076171875 4.68831205368042 7.0 +648.7078819890594 5695.89111328125 4.689517498016357 7.0 +648.7487472467838 5693.9560546875 4.68953275680542 7.0 +648.7896125040425 5692.94091796875 4.6880717277526855 7.0 +648.8100452324434 5688.56005859375 4.688210487365723 7.0 +648.8304777606099 5694.78369140625 4.688774585723877 7.0 +648.8509103885372 5697.875 4.688516139984131 7.0 +648.8713431164724 5702.72216796875 4.690309047698975 7.0 +648.8917756441733 5694.2998046875 4.689785003662109 7.0 +648.9122082716349 5695.43017578125 4.6893463134765625 7.0 +648.9326409988716 5691.65234375 4.68950891494751 7.0 +648.9530735261069 5705.84814453125 4.689925670623779 7.0 +648.9735061531028 5696.70556640625 4.690270900726318 7.0 +648.9939388801067 5700.05615234375 4.6898088455200195 7.0 +649.0143714068763 5698.68798828125 4.6890716552734375 7.0 +649.0348041334073 5691.49365234375 4.68927526473999 7.0 +649.055236759712 5700.82666015625 4.690389156341553 7.0 +649.0756692860159 5696.62109375 4.690568447113037 7.0 +649.0961020120812 5691.69189453125 4.688350677490234 7.0 +649.1165346379203 5697.08740234375 4.6896514892578125 7.0 +649.1369672637593 5695.5810546875 4.688613414764404 7.0 +649.1573998893582 5692.18505859375 4.689727783203125 7.0 +649.1982651398721 5702.1552734375 4.690243244171143 7.0 +649.2186977650053 5703.611328125 4.690133094787598 7.0 +649.239130389913 5700.74951171875 4.689872741699219 7.0 +649.25956291482 5701.953125 4.689687728881836 7.0 +649.2799956394883 5703.861328125 4.690232753753662 7.0 +649.3208608881396 5699.26123046875 4.689781188964844 7.0 +649.3412935123415 5689.40185546875 4.689053058624268 7.0 +649.3617261363179 5693.94287109375 4.689016342163086 7.0 +649.3821588600549 5696.6044921875 4.689161777496338 7.0 +649.4025913837977 5701.81103515625 4.689599990844727 7.0 +649.4230240073084 5703.61279296875 4.690962791442871 7.0 +649.4434567305871 5697.61376953125 4.689221382141113 7.0 +649.4638892538569 5697.1201171875 4.690134525299072 7.0 +649.484321876902 5694.982421875 4.689302921295166 7.0 +649.5047545997077 5707.92041015625 4.690883159637451 7.0 +649.5251871222863 5692.46044921875 4.689051628112793 7.0 +649.5456197448657 5704.65771484375 4.691441059112549 7.0 +649.566052467213 5693.96044921875 4.689429759979248 7.0 +649.5864849895515 5702.79541015625 4.690763473510742 7.0 +649.606917711666 5702.9228515625 4.6903510093688965 7.0 +649.6273503335397 5698.501953125 4.689530372619629 7.0 +649.6477829551877 5699.3515625 4.690440654754639 7.0 +649.6682155768358 5700.4140625 4.691093921661377 7.0 +649.688648198251 5705.24755859375 4.691232681274414 7.0 +649.709080819659 5701.57763671875 4.690796375274658 7.0 +649.7295134408414 5700.6435546875 4.691291332244873 7.0 +649.7499460617837 5697.7470703125 4.690670967102051 7.0 +649.7703786825004 5702.46875 4.691450595855713 7.0 +649.7908113032172 5703.10595703125 4.691164016723633 7.0 +649.8112439237011 5693.447265625 4.6905317306518555 7.0 +649.8316765439449 5709.0849609375 4.6919965744018555 7.0 +649.852109164196 5693.73193359375 4.689713001251221 7.0 +649.872541784207 5698.427734375 4.690476417541504 7.0 +649.8929745039932 5712.92626953125 4.692496299743652 7.0 +649.9134070237778 5692.98388671875 4.690706729888916 7.0 +649.9338396433304 5700.65380859375 4.690763473510742 7.0 +649.9542723626437 5701.77587890625 4.6912007331848145 7.0 +649.9747048819627 5695.5087890625 4.690381050109863 7.0 +649.9951375010423 5694.96044921875 4.690543174743652 7.0 +650.0360027387505 5697.30517578125 4.691205978393555 7.0 +650.0564353573718 5699.79345703125 4.691671848297119 7.0 +650.0768680757537 5701.939453125 4.692057132720947 7.0 +650.0973005941414 5702.84130859375 4.69133996963501 7.0 +650.1177332122897 5705.9853515625 4.6923933029174805 7.0 +650.1585984481353 5700.77978515625 4.691521167755127 7.0 +650.1790311658187 5692.25341796875 4.692046642303467 7.0 +650.1994637832759 5693.3642578125 4.691680431365967 7.0 +650.2198964005001 5705.9111328125 4.692172527313232 7.0 +650.2403290177172 5700.32373046875 4.691457748413086 7.0 +650.2607616349414 5703.02099609375 4.6915082931518555 7.0 +650.2811942517001 5703.11328125 4.691099166870117 7.0 +650.3016268684514 5699.89990234375 4.691943645477295 7.0 +650.32205948521 5697.978515625 4.691224098205566 7.0 +650.3629248177895 5700.22705078125 4.691592693328857 7.0 +650.3833573338488 5699.98095703125 4.691564559936523 7.0 +650.403789949909 5709.73681640625 4.692220687866211 7.0 +650.4242226657298 5692.93408203125 4.690943241119385 7.0 +650.4446551813235 5696.13134765625 4.691385269165039 7.0 +650.4650878969187 5694.248046875 4.6914448738098145 7.0 +650.4855204122723 5689.87744140625 4.6901535987854 7.0 +650.5059530274011 5703.9501953125 4.691981792449951 7.0 +650.5263857425307 5700.96142578125 4.691797733306885 7.0 +650.5468182574186 5701.640625 4.691320419311523 7.0 +650.5672508723146 5701.255859375 4.691634654998779 7.0 +650.5876835867384 5703.326171875 4.691484451293945 7.0 +650.608116101168 5694.89306640625 4.691071033477783 7.0 +650.6285487155983 5706.8251953125 4.692157745361328 7.0 +650.6489814295637 5705.98779296875 4.693002700805664 7.0 +650.6694139437532 5706.80908203125 4.692506313323975 7.0 +650.689846557485 5701.7373046875 4.692157745361328 7.0 +650.7102792712103 5691.28466796875 4.691495895385742 7.0 +650.7307118847093 5708.373046875 4.69171142578125 7.0 +650.7511444979755 5702.81201171875 4.691771507263184 7.0 +650.7715771112416 5706.4111328125 4.692274570465088 7.0 +650.7920097242677 5703.87646484375 4.6918768882751465 7.0 +650.812442337301 5701.33642578125 4.691263675689697 7.0 +650.8328749500943 5705.33251953125 4.692190170288086 7.0 +650.8533075626619 5705.32763671875 4.692676067352295 7.0 +650.8737402752304 5702.75537109375 4.692131996154785 7.0 +650.8941727873316 5702.7861328125 4.692090034484863 7.0 +650.9146053996592 5690.7734375 4.690907955169678 7.0 +650.9350381115291 5697.81689453125 4.6912522315979 7.0 +650.9554706233903 5703.12646484375 4.69232177734375 7.0 +650.9759032352595 5696.9404296875 4.691534042358398 7.0 +650.9963359466637 5697.5615234375 4.691940784454346 7.0 +651.0167684580665 5697.138671875 4.691295146942139 7.0 +651.0576337804014 5691.3134765625 4.690959453582764 7.0 +651.078066291564 5697.3154296875 4.691984176635742 7.0 +651.0984990022698 5697.4765625 4.691425800323486 7.0 +651.1189316129748 5697.85009765625 4.692281723022461 7.0 +651.1597968336791 5699.58447265625 4.691952228546143 7.0 +651.1802294439185 5701.7705078125 4.6922831535339355 7.0 +651.2006619541498 5696.93310546875 4.691929340362549 7.0 +651.2210946639243 5697.58642578125 4.691674709320068 7.0 +651.241527273698 5695.34814453125 4.69113826751709 7.0 +651.2619597832381 5705.53759765625 4.690911293029785 7.0 +651.2823924927725 5693.27197265625 4.691401481628418 7.0 +651.3232576111477 5695.24365234375 4.691964626312256 7.0 +651.3436903202237 5712.44140625 4.693676471710205 7.0 +651.3641229290661 5693.37744140625 4.691012382507324 7.0 +651.3845556379019 5703.6220703125 4.691871166229248 7.0 +651.4049881462779 5701.60498046875 4.691815376281738 7.0 +651.466285971168 5692.4912109375 4.690226078033447 7.0 +651.486718579079 5698.81884765625 4.69088077545166 7.0 +651.527583794661 5690.67333984375 4.691538333892822 7.0 +651.5480164021064 5690.240234375 4.691715240478516 7.0 +651.5684491095453 5701.62158203125 4.692529201507568 7.0 +651.5888816167571 5698.53515625 4.692088603973389 7.0 +651.6297469309429 5698.62158203125 4.690420627593994 7.0 +651.6706121442039 5696.16796875 4.692558288574219 7.0 +651.6910447507107 5694.23046875 4.692669868469238 7.0 +651.7114773572248 5696.3017578125 4.69076681137085 7.0 +651.7319099633896 5691.7373046875 4.691529273986816 7.0 +651.7523425694308 5703.92431640625 4.692873001098633 7.0 +651.7727751753628 5694.3798828125 4.6912431716918945 7.0 +651.8340729922202 5691.3564453125 4.691705226898193 7.0 +651.8749382026799 5696.310546875 4.692391872406006 7.0 +651.8953707076798 5696.5146484375 4.693423271179199 7.0 +651.9158034126813 5691.11962890625 4.692224502563477 7.0 +651.9566687219776 5692.2236328125 4.692804336547852 7.0 +651.9975338306904 5695.96826171875 4.6933488845825195 7.0 +652.0179665348769 5688.86865234375 4.692267894744873 7.0 +652.0383990389455 5697.5322265625 4.692706108093262 7.0 +652.0792643464956 5691.7294921875 4.69203519821167 7.0 +652.0996968500986 5681.48095703125 4.69053316116333 7.0 +652.1201294535786 5695.2548828125 4.692094326019287 7.0 +652.1405621568338 5688.47119140625 4.691669940948486 7.0 +652.160994659971 5683.4912109375 4.6916046142578125 7.0 +652.1814272629854 5680.55126953125 4.691664218902588 7.0 +652.2018599658913 5691.73779296875 4.6932525634765625 7.0 +652.2222925685637 5693.11474609375 4.692583084106445 7.0 +652.2427251712288 5691.34619140625 4.692763328552246 7.0 +652.2631577736684 5690.66259765625 4.6929707527160645 7.0 +652.2835903758678 5692.7236328125 4.692959308624268 7.0 +652.3040229780745 5686.9892578125 4.6914849281311035 7.0 +652.3244555800484 5682.673828125 4.6914896965026855 7.0 +652.3448881819058 5693.0947265625 4.692327976226807 7.0 +652.3653208836404 5685.23828125 4.691674709320068 7.0 +652.3857533852643 5691.248046875 4.691808700561523 7.0 +652.4061859866488 5696.20703125 4.6923112869262695 7.0 +652.4266186879249 5692.15771484375 4.692223072052002 7.0 +652.4470511890831 5688.89794921875 4.691930294036865 7.0 +652.4674837901257 5693.12890625 4.692345142364502 7.0 +652.4879164909289 5684.1962890625 4.69071102142334 7.0 +652.5083489917379 5684.35205078125 4.691111087799072 7.0 +652.5287816923083 5691.01611328125 4.690961837768555 7.0 +652.5492141926516 5686.7119140625 4.691685199737549 7.0 +652.5696467929956 5681.87548828125 4.691264629364014 7.0 +652.5900794931003 5693.845703125 4.692769527435303 7.0 +652.6105119932108 5690.8642578125 4.692297458648682 7.0 +652.6513772927283 5684.43017578125 4.691895961761475 7.0 +652.6718097923731 5674.4873046875 4.691121578216553 7.0 +652.6922423917858 5675.19921875 4.690652370452881 7.0 +652.7126750910757 5680.34521484375 4.69113302230835 7.0 +652.7331076902556 5686.77392578125 4.692692279815674 7.0 +652.7535401893183 5686.09619140625 4.692454814910889 7.0 +652.7739728881425 5682.28515625 4.691459655761719 7.0 +652.7944054869731 5676.0 4.691229343414307 7.0 +652.814838085571 5685.958984375 4.691677093505859 7.0 +652.8352706839287 5683.0068359375 4.6913275718688965 7.0 +652.8557032822937 5684.05078125 4.691250324249268 7.0 +652.8761359804266 5679.462890625 4.690842628479004 7.0 +652.8965684785508 5687.95458984375 4.69105863571167 7.0 +652.9170010764501 5678.75244140625 4.690342426300049 7.0 +652.9374337742338 5680.2119140625 4.690699577331543 7.0 +652.9578662717759 5674.47998046875 4.690236568450928 7.0 +652.978298869326 5677.53125 4.6908416748046875 7.0 +653.0191640638368 5675.029296875 4.689856052398682 7.0 +653.0395966609212 5678.1875 4.691268444061279 7.0 +653.0600293577736 5674.056640625 4.690434455871582 7.0 +653.0804618546172 5678.86767578125 4.691732883453369 7.0 +653.100894451236 5674.65380859375 4.690837383270264 7.0 +653.141759644117 5669.125 4.690010070800781 7.0 +653.1621923403873 5677.68310546875 4.690876483917236 7.0 +653.1826248364232 5671.3564453125 4.690130233764648 7.0 +653.2030574324526 5678.283203125 4.690560817718506 7.0 +653.2234901282573 5669.72412109375 4.689673900604248 7.0 +653.243922623944 5673.55517578125 4.690047740936279 7.0 +653.2643552195077 5674.9013671875 4.690421104431152 7.0 +653.2847879148467 5666.17626953125 4.6902337074279785 7.0 +653.3052205101849 5674.451171875 4.69069242477417 7.0 +653.3256530052822 5672.4853515625 4.691005706787109 7.0 +653.3460857002719 5677.0458984375 4.691788196563721 7.0 +653.3665182951372 5670.974609375 4.690814971923828 7.0 +653.3869507898926 5666.85595703125 4.69082498550415 7.0 +653.4073834844166 5666.626953125 4.690098285675049 7.0 +653.4278160788235 5670.84326171875 4.689996242523193 7.0 +653.4482487731075 5669.15625 4.6904778480529785 7.0 +653.4686812672808 5669.693359375 4.6909918785095215 7.0 +653.4891138613311 5665.5146484375 4.689820289611816 7.0 +653.5095465552731 5664.7646484375 4.690985679626465 7.0 +653.5299790489807 5657.05078125 4.688695430755615 7.0 +653.5504116426891 5663.12060546875 4.689940929412842 7.0 +653.5708443361582 5670.22021484375 4.6912312507629395 7.0 +653.5912768295166 5667.4091796875 4.691502094268799 7.0 +653.611709422752 5661.185546875 4.690406322479248 7.0 +653.6321421157627 5661.033203125 4.690603733062744 7.0 +653.6525746087718 5687.9462890625 4.692520618438721 7.0 +653.6730072015489 5657.87158203125 4.688790798187256 7.0 +653.693439894203 5666.2548828125 4.689681053161621 7.0 +653.7138724867473 5666.72802734375 4.690516948699951 7.0 +653.7343050791678 5659.384765625 4.690442085266113 7.0 +653.7547376714792 5666.74169921875 4.690952301025391 7.0 +653.7751702635578 5663.0537109375 4.689863204956055 7.0 +653.7956028555127 5664.22607421875 4.688783645629883 7.0 +653.8160354474749 5664.130859375 4.690442085266113 7.0 +653.8364680392042 5662.7568359375 4.689559459686279 7.0 +653.8569006306934 5657.78173828125 4.689903736114502 7.0 +653.8773332221899 5660.5146484375 4.689381122589111 7.0 +653.89776581357 5653.0498046875 4.688672065734863 7.0 +653.91819840471 5662.3603515625 4.690206527709961 7.0 +653.9386309957408 5662.087890625 4.689814567565918 7.0 +653.9794961775624 5667.951171875 4.690577507019043 7.0 +653.9999287681276 5656.5263671875 4.688365936279297 7.0 +654.0203614586935 5650.263671875 4.688613414764404 7.0 +654.0407939491342 5654.3974609375 4.689871311187744 7.0 +654.0612265393502 5657.20947265625 4.689388751983643 7.0 +654.0816592294505 5664.16796875 4.689759254455566 7.0 +654.1020917194255 5656.673828125 4.68971061706543 7.0 +654.1225243092922 5654.24267578125 4.689229965209961 7.0 +654.1429569990432 5648.76416015625 4.689706325531006 7.0 +654.163389488669 5652.48291015625 4.689269065856934 7.0 +654.1838220780701 5653.341796875 4.689940929412842 7.0 +654.2042547674719 5654.8447265625 4.689992904663086 7.0 +654.224687256632 5656.509765625 4.689342498779297 7.0 +654.2451198456838 5655.1826171875 4.689690113067627 7.0 +654.2655525346199 5653.75244140625 4.689107894897461 7.0 +654.2859851234316 5641.78369140625 4.687200546264648 7.0 +654.3268503006038 5651.0771484375 4.688573837280273 7.0 +654.3472828890663 5653.83544921875 4.688623428344727 7.0 +654.3881480654236 5645.35791015625 4.686217784881592 7.0 +654.4085806535368 5651.3564453125 4.687497138977051 7.0 +654.4290133413087 5649.1220703125 4.687633514404297 7.0 +654.4494458290792 5642.38232421875 4.687219619750977 7.0 +654.4698784167267 5640.37109375 4.689629077911377 7.0 +654.4903110042651 5642.9765625 4.688407897949219 7.0 +654.5107435915706 5642.1552734375 4.6876702308654785 7.0 +654.5311761788689 5647.921875 4.688353061676025 7.0 +654.5516087659416 5651.84375 4.6883673667907715 7.0 +654.5720413528979 5644.1171875 4.6873250007629395 7.0 +654.5924740397313 5640.72607421875 4.687431335449219 7.0 +654.612906526454 5641.345703125 4.688080787658691 7.0 +654.6333391129447 5636.50830078125 4.686429500579834 7.0 +654.6537717994288 5640.564453125 4.687375068664551 7.0 +654.6742042858023 5638.5048828125 4.686577320098877 7.0 +654.6946368719437 5628.94287109375 4.686646938323975 7.0 +654.7355020439863 5635.34130859375 4.6882171630859375 7.0 +654.7559346297785 5633.8671875 4.686065196990967 7.0 +654.7763673154477 5630.3466796875 4.686997890472412 7.0 +654.7967999008906 5638.4150390625 4.686389446258545 7.0 +654.8172323863328 5632.1279296875 4.686605930328369 7.0 +654.8376650716527 5644.3876953125 4.688143730163574 7.0 +654.8580976567464 5629.86572265625 4.685906410217285 7.0 +654.8989628266936 5635.10009765625 4.686140060424805 7.0 +654.9193954115544 5632.8515625 4.6859941482543945 7.0 +654.9398280961759 5626.5400390625 4.685877323150635 7.0 +654.9602605806867 5631.8232421875 4.685676574707031 7.0 +654.9806931650819 5627.32275390625 4.685942649841309 7.0 +655.0215583333993 5622.74609375 4.684792995452881 7.0 +655.0419909174452 5628.302734375 4.685582637786865 7.0 +655.0624236012518 5624.771484375 4.685385227203369 7.0 +655.0828560850641 5622.802734375 4.684780120849609 7.0 +655.1032886686444 5627.6328125 4.685972690582275 7.0 +655.1237212522174 5624.89013671875 4.685630798339844 7.0 +655.1441538355648 5627.6630859375 4.686707019805908 7.0 +655.1645865187966 5628.35107421875 4.685420989990234 7.0 +655.1850190019031 5622.32080078125 4.685604572296143 7.0 +655.2054515849013 5615.87841796875 4.68583345413208 7.0 +655.2463167505412 5626.4794921875 4.687348365783691 7.0 +655.2667493330737 5618.896484375 4.683797836303711 7.0 +655.3076145978994 5621.177734375 4.6844658851623535 7.0 +655.3280470801983 5625.421875 4.68401575088501 7.0 +655.3484797622659 5626.9443359375 4.685974597930908 7.0 +655.3689123443255 5621.2919921875 4.683845520019531 7.0 +655.3893448261588 5617.73828125 4.685445785522461 7.0 +655.4097775078772 5620.04638671875 4.685561180114746 7.0 +655.4302100894711 5617.5009765625 4.685481548309326 7.0 +655.4506427709566 5613.62548828125 4.685226917266846 7.0 +655.4710752523242 5624.07666015625 4.687375068664551 7.0 +655.4915078335689 5622.82958984375 4.686885833740234 7.0 +655.5119405145888 5614.615234375 4.686443328857422 7.0 +655.5323729956071 5612.26025390625 4.685306549072266 7.0 +655.5528055765026 5623.31884765625 4.686861038208008 7.0 +655.5732382571732 5622.51416015625 4.688569068908691 7.0 +655.5936707378423 5621.6220703125 4.687355041503906 7.0 +655.6141033182721 5615.66748046875 4.68665075302124 7.0 +655.6345359987099 5611.47021484375 4.686486721038818 7.0 +655.6549684789134 5614.85595703125 4.686123371124268 7.0 +655.6754010589939 5610.185546875 4.684502601623535 7.0 +655.695833738966 5605.08251953125 4.684660911560059 7.0 +655.7162662189367 5620.59521484375 4.685344696044922 7.0 +655.7366988986687 5613.60595703125 4.684793472290039 7.0 +655.7571314781744 5600.86328125 4.682888031005859 7.0 +655.7775640576729 5608.9853515625 4.684269428253174 7.0 +655.8184292163351 5608.6650390625 4.683663845062256 7.0 +655.8388617954915 5611.2998046875 4.684027671813965 7.0 +655.8592943745243 5610.23583984375 4.683916091918945 7.0 +655.8797269533316 5605.44482421875 4.68374490737915 7.0 +655.900159432138 5596.1474609375 4.683765888214111 7.0 +655.9205921107059 5605.28515625 4.684142589569092 7.0 +655.9410246892803 5607.08349609375 4.684203624725342 7.0 +655.9614571676211 5611.87890625 4.685640335083008 7.0 +655.9818898459562 5600.0185546875 4.684901237487793 7.0 +656.0023224240649 5595.29248046875 4.685063362121582 7.0 +656.0227549021729 5610.5927734375 4.686252117156982 7.0 +656.0431875800423 5601.228515625 4.684751033782959 7.0 +656.0636201578018 5601.37744140625 4.685078144073486 7.0 +656.0840528354383 5604.44580078125 4.685340404510498 7.0 +656.1453505677782 5607.41943359375 4.685126304626465 7.0 +656.1657830449549 5595.638671875 4.683927536010742 7.0 +656.1862156220159 5593.9619140625 4.681532382965088 7.0 +656.206648298954 5597.40185546875 4.682066440582275 7.0 +656.2270807757814 5592.36328125 4.68278694152832 7.0 +656.2475133523767 5588.48681640625 4.681812763214111 7.0 +656.2679460289655 5599.5791015625 4.682658672332764 7.0 +656.2883786054444 5598.43408203125 4.683145523071289 7.0 +656.3088110818062 5596.37109375 4.683490753173828 7.0 +656.3292437580458 5605.5615234375 4.684707164764404 7.0 +656.3701089100723 5597.42431640625 4.682835578918457 7.0 +656.3905414859619 5585.85888671875 4.6818413734436035 7.0 +656.4109740616259 5586.66943359375 4.682436943054199 7.0 +656.4314067372907 5590.94970703125 4.6845245361328125 7.0 +656.4518392128302 5583.76513671875 4.683971405029297 7.0 +656.472271788145 5599.62451171875 4.685821056365967 7.0 +656.4927043634598 5590.31201171875 4.6838765144348145 7.0 +656.5131369385344 5584.5048828125 4.683104515075684 7.0 +656.5335694136156 5594.4658203125 4.684842586517334 7.0 +656.5540020884655 5591.083984375 4.684763431549072 7.0 +656.5744346633073 5590.7822265625 4.6827826499938965 7.0 +656.5948671379228 5587.83251953125 4.684670925140381 7.0 +656.6152998125399 5582.56640625 4.683492660522461 7.0 +656.6357323869161 5589.599609375 4.683945655822754 7.0 +656.6561650613003 5582.96875 4.683464527130127 7.0 +656.6765975354501 5587.4072265625 4.685670852661133 7.0 +656.6970301095935 5579.353515625 4.68358039855957 7.0 +656.717462783512 5590.94482421875 4.684702396392822 7.0 +656.7378952573126 5584.29443359375 4.684330463409424 7.0 +656.7583278311067 5578.3330078125 4.683474540710449 7.0 +656.778760504676 5596.83154296875 4.685303211212158 7.0 +656.7991930782446 5585.166015625 4.683938503265381 7.0 +656.8196255515722 5573.44873046875 4.682255744934082 7.0 +656.8400582247923 5581.82470703125 4.683987617492676 7.0 +656.8604907980116 5581.06103515625 4.683079242706299 7.0 +656.88092327099 5579.9248046875 4.683206558227539 7.0 +656.9217885167309 5572.05224609375 4.683244228363037 7.0 +656.9422210893608 5588.736328125 4.684791564941406 7.0 +656.962653661998 5570.931640625 4.682321548461914 7.0 +656.9830862344024 5570.533203125 4.683387279510498 7.0 +657.0035189066839 5580.76611328125 4.683873176574707 7.0 +657.0239513789711 5582.8603515625 4.683656215667725 7.0 +657.0443839510262 5581.94580078125 4.682690620422363 7.0 +657.0648166230749 5577.59619140625 4.683409214019775 7.0 +657.0852490948964 5572.61181640625 4.6827006340026855 7.0 +657.1056816666023 5583.97412109375 4.6827006340026855 7.0 +657.1261143383017 5570.68896484375 4.682604789733887 7.0 +657.146546809774 5584.8837890625 4.683912754058838 7.0 +657.1669793812471 5576.3154296875 4.681969165802002 7.0 +657.18741195248 5575.98486328125 4.682212829589844 7.0 +657.2078445237203 5587.890625 4.683414459228516 7.0 +657.2282771947212 5572.89990234375 4.683109760284424 7.0 +657.2487096657278 5573.6259765625 4.683452606201172 7.0 +657.2691422365024 5564.90673828125 4.682778835296631 7.0 +657.3100073778114 5577.67041015625 4.683720588684082 7.0 +657.350872618772 5572.87548828125 4.6827898025512695 7.0 +657.3917376591562 5570.53076171875 4.683897018432617 7.0 +657.432602899069 5577.38330078125 4.6848320960998535 7.0 +657.4530353689115 5573.41162109375 4.6842875480651855 7.0 +657.4734680386318 5578.13720703125 4.684707164764404 7.0 +657.4939006082423 5569.25146484375 4.68371057510376 7.0 +657.514333277737 5569.38134765625 4.68346643447876 7.0 +657.5347657469974 5562.29345703125 4.682655334472656 7.0 +657.5551983162513 5564.708984375 4.681995391845703 7.0 +657.5756309853969 5566.837890625 4.682956218719482 7.0 +657.5960634544172 5566.70556640625 4.68248987197876 7.0 +657.6164960233291 5580.93505859375 4.684910297393799 7.0 +657.6573611609128 5578.306640625 4.684287071228027 7.0 +657.6777937294755 5567.73876953125 4.6846795082092285 7.0 +657.6982263979226 5566.7197265625 4.68324089050293 7.0 +657.7186588662444 5577.71923828125 4.685641288757324 7.0 +657.7390914344578 5578.02978515625 4.684648036956787 7.0 +657.759524102672 5566.06201171875 4.683571815490723 7.0 +657.7799565706446 5573.80029296875 4.683326244354248 7.0 +657.8003892385095 5566.8330078125 4.683377742767334 7.0 +657.8208218063737 5579.1455078125 4.6842474937438965 7.0 +657.841254273997 5562.955078125 4.683665752410889 7.0 +657.8616869416292 5573.70849609375 4.685317516326904 7.0 +657.8821195091441 5571.4140625 4.684559345245361 7.0 +657.9025519764182 5573.0615234375 4.684765338897705 7.0 +657.922984643701 5573.28125 4.684983730316162 7.0 +657.9434172108668 5585.65234375 4.686168193817139 7.0 +657.963849677908 5573.88720703125 4.6847310066223145 7.0 +657.9842823447252 5576.998046875 4.6852216720581055 7.0 +658.0047149115417 5572.83203125 4.685207366943359 7.0 +658.0251473782337 5591.4453125 4.686027526855469 7.0 +658.045580044818 5577.2529296875 4.684753894805908 7.0 +658.0660126114017 5571.40283203125 4.685390949249268 7.0 +658.086445277746 5571.66064453125 4.68649435043335 7.0 +658.1068777439796 5572.16455078125 4.685576438903809 7.0 +658.1273103100975 5575.7294921875 4.6853718757629395 7.0 +658.147742976209 5570.751953125 4.684487819671631 7.0 +658.1681754420933 5566.447265625 4.684586048126221 7.0 +658.1886080078621 5575.8603515625 4.685922145843506 7.0 +658.2090406736243 5573.53369140625 4.686175346374512 7.0 +658.2294731392758 5579.8740234375 4.685917377471924 7.0 +658.2499057046953 5580.8876953125 4.6864776611328125 7.0 +658.2703383701082 5576.0126953125 4.686763763427734 7.0 +658.3112034005972 5574.80029296875 4.68553352355957 7.0 +658.3316360656609 5571.646484375 4.686407566070557 7.0 +658.3520686306147 5581.46630859375 4.686409950256348 7.0 +658.3725011954521 5581.7958984375 4.68584680557251 7.0 +658.4133663247703 5568.84228515625 4.685557842254639 7.0 +658.4337988893676 5573.583984375 4.686107635498047 7.0 +658.4542314537393 5583.12353515625 4.687233924865723 7.0 +658.49509658225 5577.6201171875 4.686956405639648 7.0 +658.5155291463816 5580.0732421875 4.68721866607666 7.0 +658.5359616104033 5569.92822265625 4.685595989227295 7.0 +658.5563942743029 5578.11181640625 4.686687469482422 7.0 +658.5768268380925 5579.0498046875 4.686404228210449 7.0 +658.597259301765 5574.03076171875 4.685751914978027 7.0 +658.6176919653226 5576.919921875 4.686521053314209 7.0 +658.6585571920805 5576.8134765625 4.685986042022705 7.0 +658.6789896553964 5582.98779296875 4.6860857009887695 7.0 +658.6994222184876 5580.0146484375 4.687110900878906 7.0 +658.7198548815795 5582.439453125 4.686468601226807 7.0 +658.7402873445535 5584.76611328125 4.687646389007568 7.0 +658.7607199074046 5591.29541015625 4.687986850738525 7.0 +658.7811525700308 5586.68408203125 4.688269138336182 7.0 +658.8015850326483 5584.53076171875 4.687510967254639 7.0 +658.8220175951574 5574.54150390625 4.686619281768799 7.0 +658.8424502576672 5591.796875 4.688384532928467 7.0 +658.8628828199362 5584.89990234375 4.6884846687316895 7.0 +658.8833152820953 5576.84814453125 4.6869425773620605 7.0 +658.9037479442559 5585.97021484375 4.688094615936279 7.0 +658.9241805061756 5577.85107421875 4.686901092529297 7.0 +658.9446130681026 5577.35009765625 4.686403274536133 7.0 +658.9650456299132 5585.177734375 4.687299728393555 7.0 +658.9854781916001 5587.1416015625 4.688168048858643 7.0 +659.0059108531786 5588.095703125 4.688033103942871 7.0 +659.0263433146392 5591.31689453125 4.688027858734131 7.0 +659.0467758759769 5587.31494140625 4.6885881423950195 7.0 +659.0672085373226 5595.302734375 4.688582897186279 7.0 +659.1693712420529 5594.0546875 4.68839168548584 7.0 +659.1898038026993 5595.13232421875 4.687756538391113 7.0 +659.2102363632293 5592.35693359375 4.688056468963623 7.0 +659.2306690237529 5601.87353515625 4.689517974853516 7.0 +659.2511014840493 5599.88916015625 4.688435077667236 7.0 +659.2715340443465 5598.7998046875 4.68714714050293 7.0 +659.2919667044043 5603.2099609375 4.689634799957275 7.0 +659.3123991644679 5596.572265625 4.689475059509277 7.0 +659.3328317244159 5600.53271484375 4.689143657684326 7.0 +659.3532643842409 5606.05517578125 4.6897807121276855 7.0 +659.373696943956 5602.31005859375 4.689435958862305 7.0 +659.3941294036704 5602.0625 4.689263343811035 7.0 +659.4145620631461 5614.71337890625 4.691613674163818 7.0 +659.4349946226284 5606.8291015625 4.689732551574707 7.0 +659.4554270818771 5610.703125 4.690507888793945 7.0 +659.4758597411201 5612.78173828125 4.690188884735107 7.0 +659.4962923002531 5610.1591796875 4.690611362457275 7.0 +659.5167249592632 5604.21875 4.690726280212402 7.0 +659.5371574181627 5608.36181640625 4.690601348876953 7.0 +659.5984550943904 5612.90625 4.690808296203613 7.0 +659.6188876529413 5610.09033203125 4.690244197845459 7.0 +659.6393203113694 5606.94140625 4.690608501434326 7.0 +659.6597527696867 5613.36279296875 4.691613674163818 7.0 +659.6801853278885 5610.6494140625 4.691478252410889 7.0 +659.7006179859745 5614.50390625 4.690688133239746 7.0 +659.7210504440518 5610.3994140625 4.6908955574035645 7.0 +659.7414830020207 5615.970703125 4.69114875793457 7.0 +659.7619156597502 5618.4033203125 4.690992832183838 7.0 +659.7823481174855 5615.15478515625 4.6918864250183105 7.0 +659.8027807751059 5620.0302734375 4.691346168518066 7.0 +659.8232132327248 5621.36474609375 4.692258834838867 7.0 +659.8436457901043 5626.6025390625 4.6934733390808105 7.0 +659.8640784474919 5619.13916015625 4.691792011260986 7.0 +659.9049434617918 5620.29296875 4.6926422119140625 7.0 +659.9253761188302 5618.9375 4.691771030426025 7.0 +659.9458086758677 5616.6904296875 4.691669464111328 7.0 +659.9662411326644 5619.8173828125 4.692389011383057 7.0 +660.0071063460346 5628.83984375 4.693863868713379 7.0 +660.0275388026057 5623.26708984375 4.693859100341797 7.0 +660.047971459062 5623.23681640625 4.693102836608887 7.0 +660.0684040153938 5620.46044921875 4.692781925201416 7.0 +660.0888366717336 5636.76611328125 4.694457530975342 7.0 +660.1092691278391 5634.103515625 4.694808006286621 7.0 +660.129701683938 5631.52783203125 4.694546699523926 7.0 +660.1501343399286 5632.99560546875 4.694820880889893 7.0 +660.1705667958013 5635.00048828125 4.694798469543457 7.0 +660.190999351551 5628.39892578125 4.693933963775635 7.0 +660.2114320071923 5637.17529296875 4.695075035095215 7.0 +660.2318644628322 5634.84619140625 4.694975852966309 7.0 +660.2727296737576 5636.53564453125 4.6948370933532715 7.0 +661.0695994606431 5656.97900390625 4.698225021362305 7.0 +661.0900319122011 5650.3857421875 4.700620174407959 7.0 +661.1104644637671 5657.50537109375 4.702655792236328 7.0 +661.1308971153339 5664.140625 4.701752662658691 7.0 +661.1513295666664 5665.630859375 4.703035831451416 7.0 +661.1717622179931 5662.0302734375 4.701712608337402 7.0 +661.1921946692091 5665.03662109375 4.702928066253662 7.0 +661.2534923222702 5670.24755859375 4.7031779289245605 7.0 +661.2739248731377 5672.44677734375 4.703486442565918 7.0 +661.2943575238824 5674.05859375 4.704304218292236 7.0 +661.3147899745163 5666.26708984375 4.701611042022705 7.0 +661.3352225251438 5666.22412109375 4.702404499053955 7.0 +661.3556551756628 5664.173828125 4.702708721160889 7.0 +661.3760877260647 5669.8681640625 4.703047275543213 7.0 +661.416952826512 5672.3193359375 4.703056812286377 7.0 +661.437385376681 5664.01171875 4.703289985656738 7.0 +661.4578179267264 5668.451171875 4.703428745269775 7.0 +661.4782504766627 5664.89501953125 4.7010908126831055 7.0 +661.4986830265989 5668.97607421875 4.702353000640869 7.0 +661.5191156764122 5673.130859375 4.703907012939453 7.0 +661.5395481261148 5662.29833984375 4.7025017738342285 7.0 +661.5599806757018 5670.55908203125 4.703474521636963 7.0 +661.5804133251659 5665.244140625 4.702600002288818 7.0 +661.6212783239898 5669.490234375 4.702519416809082 7.0 +661.641710973221 5672.818359375 4.702723979949951 7.0 +661.6621434223416 5667.69189453125 4.702744960784912 7.0 +661.6825759714629 5668.6689453125 4.703564643859863 7.0 +661.7030086204613 5682.8408203125 4.704972267150879 7.0 +661.7234410693491 5672.0947265625 4.703076362609863 7.0 +661.7438737182383 5675.05615234375 4.703094959259033 7.0 +661.7643062668867 5684.9892578125 4.704662322998047 7.0 +661.7847387155416 5670.10400390625 4.703083515167236 7.0 +661.8051713640816 5668.0859375 4.702306747436523 7.0 +661.8256038126128 5673.35595703125 4.703322410583496 7.0 +661.8460363610357 5670.79296875 4.702410697937012 7.0 +661.8664690093428 5684.1650390625 4.704708576202393 7.0 +661.8869014575248 5688.51904296875 4.703273296356201 7.0 +661.9073340055984 5677.419921875 4.7036662101745605 7.0 +661.9277666536727 5684.10009765625 4.70485258102417 7.0 +661.9481992016226 5675.4072265625 4.701884746551514 7.0 +661.9686317495798 5679.69189453125 4.70358943939209 7.0 +662.0094968450212 5677.1513671875 4.703186511993408 7.0 +662.0299293926291 5684.7353515625 4.703029632568359 7.0 +662.050361940237 5683.26904296875 4.705327987670898 7.0 +662.0707944876049 5694.79248046875 4.705027103424072 7.0 +662.0912271349807 5677.2255859375 4.703444957733154 7.0 +662.1116595822386 5679.83935546875 4.704068660736084 7.0 +662.13209212949 5678.8466796875 4.704147815704346 7.0 +662.1525247766331 5686.998046875 4.704545497894287 7.0 +662.1729572236582 5682.19970703125 4.702938079833984 7.0 +662.1933897705603 5683.5625 4.704452037811279 7.0 +662.2138224173541 5676.734375 4.704381465911865 7.0 +662.2342548641464 5683.76220703125 4.70369291305542 7.0 +662.275120057493 5683.912109375 4.705376148223877 7.0 +662.2955525040525 5679.07421875 4.705729007720947 7.0 +662.3159851504897 5674.99462890625 4.703449249267578 7.0 +662.3364176968171 5684.86376953125 4.7046074867248535 7.0 +662.3568502431444 5686.47216796875 4.70522403717041 7.0 +662.3772827893481 5697.3095703125 4.706003189086914 7.0 +662.3977153354426 5697.14990234375 4.705649375915527 7.0 +662.4181478814135 5703.16259765625 4.706379413604736 7.0 +662.4385804273916 5697.19482421875 4.705949306488037 7.0 +662.4590129732533 5697.23291015625 4.705023765563965 7.0 +662.4794454189978 5682.74462890625 4.705068588256836 7.0 +662.4998780647365 5693.45703125 4.706303596496582 7.0 +662.5203106103654 5691.22607421875 4.705003261566162 7.0 +662.5407431558706 5686.099609375 4.705164432525635 7.0 +662.561175701383 5686.787109375 4.704395771026611 7.0 +662.5816082466627 5691.28369140625 4.705577373504639 7.0 +662.6020408920522 5687.65771484375 4.7043776512146 7.0 +662.6224733372146 5684.0400390625 4.705755233764648 7.0 +662.6429058823778 5686.896484375 4.70568323135376 7.0 +662.6633385274181 5687.18212890625 4.705772876739502 7.0 +662.6837709723477 5682.59765625 4.705050468444824 7.0 +662.7042035172781 5688.92626953125 4.704976558685303 7.0 +662.7246361620855 5694.39208984375 4.706272602081299 7.0 +662.7450686067823 5683.31884765625 4.7052083015441895 7.0 +662.7655012514806 5698.70751953125 4.706107139587402 7.0 +662.785933795938 5688.83349609375 4.7054057121276855 7.0 +662.8267988848675 5694.0771484375 4.7052106857299805 7.0 +662.8472314292085 5681.6962890625 4.704870700836182 7.0 +662.8676638734396 5683.38330078125 4.704558372497559 7.0 +662.8880965176722 5688.74365234375 4.705508708953857 7.0 +662.908529061664 5690.18994140625 4.706324100494385 7.0 +662.9289616056631 5689.04296875 4.706653118133545 7.0 +662.9493941496621 5697.498046875 4.706870079040527 7.0 +662.9698266935375 5686.43408203125 4.7067694664001465 7.0 +662.9902592373037 5694.6298828125 4.707239151000977 7.0 +663.0106917809535 5701.1865234375 4.7069268226623535 7.0 +663.031124324596 5692.21826171875 4.706612586975098 7.0 +663.0515569681302 5690.81884765625 4.70543909072876 7.0 +663.0719895115471 5696.23681640625 4.706920623779297 7.0 +663.0924219549561 5701.7578125 4.707812786102295 7.0 +663.1128545982574 5694.421875 4.707076549530029 7.0 +663.1332870414408 5696.201171875 4.707379341125488 7.0 +663.1537195846176 5690.91162109375 4.707016944885254 7.0 +663.1945846706367 5689.11328125 4.706418514251709 7.0 +663.3376125694122 5684.80419921875 4.705840587615967 7.0 +663.3580451117814 5704.2099609375 4.70863151550293 7.0 +663.3784775540335 5691.43359375 4.706214904785156 7.0 +663.3989101962798 5692.4091796875 4.70613956451416 7.0 +663.4193427384162 5698.5673828125 4.707143306732178 7.0 +663.4397752804362 5680.4140625 4.706049919128418 7.0 +663.4602078224489 5686.50048828125 4.706223011016846 7.0 +663.4806403643524 5703.18798828125 4.708326816558838 7.0 +663.5010729062487 5688.2802734375 4.7060346603393555 7.0 +663.5215054480359 5700.1025390625 4.70758056640625 7.0 +663.5419379897066 5696.1044921875 4.7061591148376465 7.0 +663.562370531261 5679.814453125 4.7057695388793945 7.0 +663.5828031728088 5691.36474609375 4.706788063049316 7.0 +663.6032356142459 5704.02880859375 4.7080230712890625 7.0 +663.6441007969988 5702.89697265625 4.706853866577148 7.0 +663.6645332382031 5689.1796875 4.707278251647949 7.0 +663.6849658794017 5686.73828125 4.706669330596924 7.0 +663.7053984204904 5695.84765625 4.707467555999756 7.0 +663.7258308614619 5688.0576171875 4.705015659332275 7.0 +663.7462635024276 5696.5244140625 4.708433151245117 7.0 +663.7666959432827 5693.892578125 4.7052812576293945 7.0 +663.807561124755 5702.83056640625 4.707563400268555 7.0 +663.8279935654937 5696.33935546875 4.707259654998779 7.0 +663.848426206001 5687.65966796875 4.706094741821289 7.0 +663.8688587465003 5688.93310546875 4.706430912017822 7.0 +663.8892911868897 5699.21435546875 4.7074103355407715 7.0 +663.9301563675472 5689.48388671875 4.707510948181152 7.0 +663.9505888078202 5697.869140625 4.709062576293945 7.0 +663.9710214478619 5693.90673828125 4.707794666290283 7.0 +663.9914539880119 5696.50244140625 4.708065509796143 7.0 +664.0118865279364 5694.462890625 4.707632064819336 7.0 +664.032319067861 5690.861328125 4.706835746765137 7.0 +664.0527516076618 5692.2509765625 4.707550525665283 7.0 +664.0731841474699 5697.56640625 4.707604885101318 7.0 +664.0936167871623 5685.919921875 4.706293106079102 7.0 +664.114049226846 5697.23974609375 4.7090678215026855 7.0 +664.1344818663056 5696.07421875 4.7085700035095215 7.0 +664.1549144058808 5690.56884765625 4.708637714385986 7.0 +664.1753468452152 5696.43115234375 4.708642482757568 7.0 +664.1957794845584 5697.6904296875 4.708442211151123 7.0 +664.2162120239009 5689.73388671875 4.708897590637207 7.0 +664.2366444631189 5690.28662109375 4.708062648773193 7.0 +664.2570771022292 5694.1962890625 4.709347248077393 7.0 +664.2775096412224 5698.78564453125 4.709300518035889 7.0 +664.2979420802076 5691.9423828125 4.708490371704102 7.0 +664.3183747192015 5700.8193359375 4.7086687088012695 7.0 +664.3388072579619 5701.74609375 4.709554672241211 7.0 +664.3592396968306 5684.9482421875 4.7079339027404785 7.0 +664.3796723354753 5699.3466796875 4.70958137512207 7.0 +664.4001048741193 5691.29052734375 4.708904266357422 7.0 +664.4205374126395 5698.38037109375 4.709220886230469 7.0 +664.4409699511671 5687.4111328125 4.707319259643555 7.0 +664.4614024895782 5693.8798828125 4.7082672119140625 7.0 +664.481835027982 5700.4501953125 4.709394931793213 7.0 +664.5022675662767 5696.0810546875 4.7090678215026855 7.0 +664.522700104455 5698.3515625 4.709322452545166 7.0 +664.543132642626 5698.97705078125 4.707683563232422 7.0 +664.5635651806879 5691.86474609375 4.708504676818848 7.0 +664.5839977187497 5689.1435546875 4.708620071411133 7.0 +664.6044303566887 5688.689453125 4.70857048034668 7.0 +664.624862794517 5705.39111328125 4.710263729095459 7.0 +664.6452954323468 5684.76904296875 4.706994533538818 7.0 +664.6657279700521 5691.08251953125 4.708285331726074 7.0 +664.686160407764 5691.33935546875 4.70918083190918 7.0 +664.7065930453537 5691.13525390625 4.708388805389404 7.0 +664.7270255828334 5690.31201171875 4.707521438598633 7.0 +664.7883231950327 5690.10986328125 4.706892967224121 7.0 +664.8087556322789 5691.146484375 4.707045555114746 7.0 +664.8291882695194 5690.2236328125 4.706878185272217 7.0 +664.8496208066499 5687.6552734375 4.706532001495361 7.0 +664.8700532436633 5683.0205078125 4.7060065269470215 7.0 +664.8904858806709 5689.96435546875 4.707852363586426 7.0 +664.9109184175686 5695.5087890625 4.7081685066223145 7.0 +664.9313510544671 5689.9833984375 4.7071213722229 7.0 +664.9517834912403 5685.7529296875 4.707714557647705 7.0 +665.0130811012277 5694.03515625 4.708532333374023 7.0 +665.0335136377762 5689.6455078125 4.707178115844727 7.0 +665.053946274209 5690.4072265625 4.708466053009033 7.0 +665.074378710633 5700.41162109375 4.710421085357666 7.0 +665.0948112469487 5702.22412109375 4.710458278656006 7.0 +665.1152437832643 5691.34619140625 4.7100605964660645 7.0 +665.1356763194563 5683.8369140625 4.708338737487793 7.0 +665.1561088556555 5686.83642578125 4.708205699920654 7.0 +665.1765414916226 5687.4833984375 4.709590911865234 7.0 +665.1969739276974 5696.95849609375 4.710142135620117 7.0 +665.2174065636646 5694.29541015625 4.710341453552246 7.0 +665.2378390995145 5690.0888671875 4.708461284637451 7.0 +665.2582715353565 5686.81640625 4.707060813903809 7.0 +665.2787041710908 5685.90283203125 4.707956314086914 7.0 +665.2991367067079 5688.8125 4.708355903625488 7.0 +665.319569142317 5698.380859375 4.707827568054199 7.0 +665.340001777935 5682.08203125 4.706819534301758 7.0 +665.3604343134357 5698.10595703125 4.708203315734863 7.0 +665.401299384197 5690.4765625 4.709108829498291 7.0 +665.421731919465 5690.51220703125 4.709044933319092 7.0 +665.4421645547263 5692.36181640625 4.7085652351379395 7.0 +665.462596989877 5687.98486328125 4.709071159362793 7.0 +665.4830295250285 5677.75244140625 4.707749843597412 7.0 +665.5034621600571 5688.6005859375 4.7082929611206055 7.0 +665.5238945950914 5683.2646484375 4.707789421081543 7.0 +665.5443271300101 5691.7578125 4.709303379058838 7.0 +665.5647597648058 5690.29931640625 4.709222793579102 7.0 +665.5851921996073 5678.6171875 4.706721782684326 7.0 +665.6056247344095 5677.28125 4.707786560058594 7.0 +665.6260573690888 5690.28369140625 4.709317207336426 7.0 +665.6464899036582 5688.6923828125 4.708873271942139 7.0 +665.6669223382269 5684.14404296875 4.706873416900635 7.0 +665.6873549726733 5687.02587890625 4.7077250480651855 7.0 +665.7077874071256 5671.86572265625 4.706362724304199 7.0 +665.7282200414629 5679.79345703125 4.7060394287109375 7.0 +665.7486525757922 5687.63623046875 4.708655834197998 7.0 +665.7895176442253 5681.064453125 4.706115245819092 7.0 +665.809950178329 5686.990234375 4.708812713623047 7.0 +665.8508152464201 5687.9228515625 4.707799434661865 7.0 +665.8712477802837 5686.26904296875 4.708125114440918 7.0 +665.8916802142703 5671.23291015625 4.7062249183654785 7.0 +665.9325453817728 5680.92529296875 4.707521438598633 7.0 +665.9529778155265 5681.7353515625 4.7073655128479 7.0 +665.9734104491654 5678.1796875 4.7087531089782715 7.0 +665.9938429826798 5674.71533203125 4.7073588371276855 7.0 +666.0142756162022 5690.98779296875 4.709184169769287 7.0 +666.0347080497158 5681.42626953125 4.70873498916626 7.0 +666.0551405831211 5678.34375 4.706786632537842 7.0 +666.0755732164107 5687.85693359375 4.710419178009033 7.0 +666.0960056496988 5683.16015625 4.709113597869873 7.0 +666.1164381828639 5680.998046875 4.708573818206787 7.0 +666.1368708160371 5681.6396484375 4.708032608032227 7.0 +666.1573033492023 5686.46728515625 4.709292888641357 7.0 +666.1777357822575 5676.91357421875 4.708078384399414 7.0 +666.2594660137765 5673.71826171875 4.7081828117370605 7.0 +666.2798985465924 5678.90771484375 4.707819938659668 7.0 +666.3003311793 5669.8662109375 4.708077430725098 7.0 +666.3207636118896 5667.78515625 4.7084641456604 7.0 +666.3411961444726 5681.97021484375 4.709543228149414 7.0 +666.3820612094205 5677.603515625 4.709024906158447 7.0 +666.4024937418872 5669.3671875 4.708905220031738 7.0 +666.4229262742447 5676.05322265625 4.709550380706787 7.0 +666.4433588064858 5676.58544921875 4.7097578048706055 7.0 +666.4637913387196 5676.78857421875 4.709991931915283 7.0 +666.4842238709607 5673.2666015625 4.709097385406494 7.0 +666.5250890350871 5665.65673828125 4.708131313323975 7.0 +666.5455214670947 5675.119140625 4.70853853225708 7.0 +666.5659539991029 5675.13427734375 4.709177494049072 7.0 +666.6272515946548 5678.70751953125 4.708889007568359 7.0 +666.6476842264237 5669.5234375 4.708205699920654 7.0 +666.6681167580828 5665.259765625 4.7088446617126465 7.0 +666.688549189741 5684.98291015625 4.708775043487549 7.0 +666.7089818212771 5670.1123046875 4.710241317749023 7.0 +666.7294143528197 5669.94580078125 4.709222316741943 7.0 +666.7498468842459 5676.4833984375 4.7096028327941895 7.0 +666.7702794156648 5672.416015625 4.709483623504639 7.0 +666.7907119469746 5674.81005859375 4.709400653839111 7.0 +666.8111445782852 5669.68603515625 4.709575653076172 7.0 +666.8315770094705 5670.5712890625 4.70925235748291 7.0 +666.8520095406639 5667.3720703125 4.709748268127441 7.0 +666.8724421718507 5668.22705078125 4.708718776702881 7.0 +666.8928746029269 5672.85546875 4.710122108459473 7.0 +666.9133071338874 5659.47607421875 4.709590435028076 7.0 +666.9337397648487 5660.69970703125 4.7092413902282715 7.0 +666.9541721958012 5666.4521484375 4.7097930908203125 7.0 +666.9746047266453 5675.18701171875 4.711120128631592 7.0 +666.9950373574829 5678.919921875 4.711147308349609 7.0 +667.0154697882099 5667.958984375 4.709897518157959 7.0 +667.0563348495489 5666.6103515625 4.709956645965576 7.0 +667.0767673801529 5661.92333984375 4.709662914276123 7.0 +667.0972000107649 5658.29638671875 4.709798812866211 7.0 +667.117632441259 5660.91796875 4.709466934204102 7.0 +667.1380649716302 5665.7373046875 4.710607528686523 7.0 +667.1584976020094 5653.7294921875 4.709558963775635 7.0 +667.1789301323879 5668.46923828125 4.710262298583984 7.0 +667.1993625626419 5656.0380859375 4.709595203399658 7.0 +667.2197951929047 5657.69287109375 4.709207534790039 7.0 +667.2402277230431 5664.10205078125 4.710948467254639 7.0 +667.2606601531879 5655.83837890625 4.709590911865234 7.0 +667.2810927832179 5662.85546875 4.710779190063477 7.0 +667.3015253132398 5655.5732421875 4.709381580352783 7.0 +667.3219579432698 5657.27001953125 4.709577560424805 7.0 +667.3423903731818 5661.890625 4.710500240325928 7.0 +667.3628229030874 5662.13134765625 4.710712909698486 7.0 +667.4036879626801 5665.6357421875 4.71108341217041 7.0 +667.4445531220335 5650.412109375 4.7102131843566895 7.0 +667.4649855517127 5670.45654296875 4.711045742034912 7.0 +667.485418081269 5654.0498046875 4.709906101226807 7.0 +667.5058507107169 5660.32177734375 4.709532260894775 7.0 +667.5262831401633 5653.47802734375 4.710188865661621 7.0 +667.5671482989346 5649.66455078125 4.708301067352295 7.0 +667.587580728381 5657.732421875 4.709347248077393 7.0 +667.6080133575888 5650.46875 4.709060192108154 7.0 +667.6284458868031 5644.35400390625 4.708907127380371 7.0 +667.6488784160174 5645.7021484375 4.708849906921387 7.0 +667.669310945108 5657.99755859375 4.710607528686523 7.0 +667.6897434742059 5647.146484375 4.710306167602539 7.0 +667.7101760031874 5652.89208984375 4.709027290344238 7.0 +667.7306085321616 5658.20068359375 4.709691524505615 7.0 +667.751041061143 5644.4921875 4.708524703979492 7.0 +667.7714734900073 5642.490234375 4.7087178230285645 7.0 +667.7919061188659 5643.62744140625 4.7089643478393555 7.0 +667.8123386476145 5649.12353515625 4.70967435836792 7.0 +667.8327711763632 5643.9736328125 4.7100605964660645 7.0 +667.8532037049881 5643.76611328125 4.7092671394348145 7.0 +667.8940688622533 5648.8837890625 4.7100749015808105 7.0 +667.9145012907611 5646.16064453125 4.710002899169922 7.0 +667.9349338192769 5643.8056640625 4.710047245025635 7.0 +667.9553664477862 5643.7431640625 4.709258079528809 7.0 +667.9757988761849 5642.34033203125 4.709848880767822 7.0 +667.9962314044678 5640.806640625 4.709855556488037 7.0 +668.016664032868 5645.01513671875 4.70916223526001 7.0 +668.0575289893095 5640.91796875 4.709691047668457 7.0 +668.0779616174696 5632.380859375 4.7084527015686035 7.0 +668.0983940456354 5641.42822265625 4.709932804107666 7.0 +668.1188266736863 5648.60986328125 4.710339546203613 7.0 +668.1392592017364 5643.58349609375 4.71104097366333 7.0 +668.1596917297793 5632.6943359375 4.709153652191162 7.0 +668.180124257713 5632.43994140625 4.708586692810059 7.0 +668.2005567855231 5635.71484375 4.709814071655273 7.0 +668.2209893134568 5636.1455078125 4.709277629852295 7.0 +668.2414218412741 5630.35888671875 4.7082085609436035 7.0 +668.261854368975 5638.16064453125 4.709681034088135 7.0 +668.2822868966687 5636.916015625 4.70932149887085 7.0 +668.3027194243696 5635.78857421875 4.709498882293701 7.0 +668.3231519519468 5632.4072265625 4.708795547485352 7.0 +668.3435844795313 5631.326171875 4.709871768951416 7.0 +668.3640170071158 5628.66650390625 4.7083868980407715 7.0 +668.3844495345838 5638.35986328125 4.709586143493652 7.0 +668.4048821620454 5629.1416015625 4.709517955780029 7.0 +668.4253145895127 5624.11474609375 4.70932149887085 7.0 +668.4457471168571 5641.3515625 4.709837913513184 7.0 +668.4661797440931 5619.82763671875 4.708466529846191 7.0 +668.486612171444 5629.90869140625 4.709237098693848 7.0 +668.5070446986792 5625.88671875 4.709455490112305 7.0 +668.5274773257916 5628.9228515625 4.709423542022705 7.0 +668.547909753026 5627.6806640625 4.708613872528076 7.0 +668.5683422801376 5632.00927734375 4.708866119384766 7.0 +668.5887749071408 5618.5595703125 4.70665979385376 7.0 +668.6092073341424 5628.78173828125 4.708956718444824 7.0 +668.6296399611383 5622.65283203125 4.708731174468994 7.0 +668.6705049149095 5624.12841796875 4.70939302444458 7.0 +668.690937541789 5632.11376953125 4.709970951080322 7.0 +668.7113700685586 5627.1123046875 4.709734916687012 7.0 +668.7318025953282 5624.16943359375 4.708576679229736 7.0 +668.7726676487437 5614.60693359375 4.7080206871032715 7.0 +668.7931001753968 5619.583984375 4.708968162536621 7.0 +668.8135327019263 5621.76708984375 4.708867073059082 7.0 +668.8339652285795 5616.00390625 4.708757400512695 7.0 +668.8543978550006 5630.36962890625 4.709767818450928 7.0 +668.87483038153 5626.166015625 4.70966911315918 7.0 +668.8952628079496 5621.9755859375 4.70891809463501 7.0 +668.9156954343707 5617.89892578125 4.70922327041626 7.0 +668.9361279606674 5611.91796875 4.708318710327148 7.0 +668.9565603869705 5623.884765625 4.709108829498291 7.0 +668.9769930132752 5614.39013671875 4.709170341491699 7.0 +668.9974255394554 5609.123046875 4.7086615562438965 7.0 +669.0178579656422 5621.3486328125 4.709519863128662 7.0 +669.0587230178935 5613.03515625 4.708912372589111 7.0 +669.0791555439646 5617.732421875 4.709939956665039 7.0 +669.0995881700364 5605.24853515625 4.708085536956787 7.0 +669.1200205959831 5608.85986328125 4.708206653594971 7.0 +669.1404532208908 5605.38037109375 4.708481311798096 7.0 +669.1608857468455 5602.298828125 4.708326816558838 7.0 +669.2426158500675 5612.201171875 4.707796573638916 7.0 +669.2630483757894 5609.65087890625 4.708618640899658 7.0 +669.2834809015112 5604.53271484375 4.706658840179443 7.0 +669.3039134271094 5612.74267578125 4.7083539962768555 7.0 +669.3243459527148 5605.81396484375 4.707586288452148 7.0 +669.3447784783202 5596.154296875 4.706813335418701 7.0 +669.4265086801461 5607.98291015625 4.708195209503174 7.0 +669.4673736308905 5604.30078125 4.708047389984131 7.0 +669.4878062561402 5609.375 4.708248138427734 7.0 +669.5082387815128 5599.560546875 4.7076215744018555 7.0 +669.5286712066518 5597.111328125 4.706460475921631 7.0 +669.5695363570412 5606.85693359375 4.707609176635742 7.0 +669.5899687821802 5598.36767578125 4.707273483276367 7.0 +669.6104014071971 5590.00830078125 4.706110954284668 7.0 +669.6308339323368 5596.10595703125 4.708215713500977 7.0 +669.6512664572365 5601.42138671875 4.707777976989746 7.0 +669.6716989822598 5599.36572265625 4.707359790802002 7.0 +669.6921315071668 5592.68505859375 4.706989288330078 7.0 +669.7125640320664 5586.00439453125 4.706048965454102 7.0 +669.7329965569734 5589.603515625 4.706698417663574 7.0 +669.7534290817639 5596.82275390625 4.707586288452148 7.0 +669.7738616065471 5593.80322265625 4.7066802978515625 7.0 +669.7942941313377 5590.46337890625 4.7066731452941895 7.0 +669.8147266561282 5589.4306640625 4.706608772277832 7.0 +669.835159180795 5590.53271484375 4.707365989685059 7.0 +669.8555917054691 5584.93408203125 4.706051826477051 7.0 +669.8760243300276 5597.6142578125 4.7080464363098145 7.0 +669.8964568546944 5589.2353515625 4.706528186798096 7.0 +669.9168892792513 5599.478515625 4.707897186279297 7.0 +669.9373219036934 5591.2177734375 4.70780611038208 7.0 +669.9577544282438 5578.04052734375 4.706891059875488 7.0 +669.9781868526843 5585.27685546875 4.707289218902588 7.0 +669.9986194771263 5589.00732421875 4.707644462585449 7.0 +670.0190520014439 5585.796875 4.706885814666748 7.0 +670.0803495744112 5588.72314453125 4.708192825317383 7.0 +670.1007819987353 5593.3115234375 4.708585739135742 7.0 +670.1212146229445 5587.47607421875 4.707508563995361 7.0 +670.1416471471457 5582.1279296875 4.707603454589844 7.0 +670.1620797712385 5579.228515625 4.707051753997803 7.0 +670.1825121953298 5588.83544921875 4.708226680755615 7.0 +670.2029447194145 5580.58544921875 4.708044052124023 7.0 +670.2233773435073 5585.59033203125 4.708616733551025 7.0 +670.2438097675986 5588.69775390625 4.708580017089844 7.0 +670.2642422915669 5580.78857421875 4.707592010498047 7.0 +670.2846748155425 5577.80029296875 4.707128047943115 7.0 +670.3051073394017 5592.09228515625 4.709040641784668 7.0 +670.3255398633701 5586.73681640625 4.708332538604736 7.0 +670.34597248723 5587.642578125 4.708171844482422 7.0 +670.4072700585675 5591.337890625 4.708797931671143 7.0 +670.4277024823095 5573.20751953125 4.707304000854492 7.0 +670.4481351060458 5593.32861328125 4.709009170532227 7.0 +670.4685676297886 5585.85791015625 4.707947731018066 7.0 +670.509432677034 5577.7880859375 4.707698822021484 7.0 +670.5298652006604 5592.314453125 4.708728790283203 7.0 +670.5502976241696 5577.33837890625 4.706338882446289 7.0 +670.570730247673 5588.6484375 4.708402633666992 7.0 +670.591162771183 5577.10400390625 4.707088470458984 7.0 +670.6115951946922 5573.36328125 4.706582546234131 7.0 +670.6320278180792 5580.21044921875 4.708067417144775 7.0 +670.6728929648598 5589.39013671875 4.708205699920654 7.0 +670.6933253882526 5585.87255859375 4.708405494689941 7.0 +670.7137579116461 5574.6630859375 4.706633567810059 7.0 +670.7341905349167 5584.60498046875 4.708211898803711 7.0 +670.7546229581931 5576.33447265625 4.70665979385376 7.0 +670.7750554813538 5576.97314453125 4.708131790161133 7.0 +670.7954881046244 5574.2265625 4.707589149475098 7.0 +670.8159205277843 5582.8837890625 4.708629131317139 7.0 +670.836353050945 5584.34228515625 4.709016799926758 7.0 +670.856785674041 5579.76123046875 4.708667755126953 7.0 +670.8772181971435 5587.4013671875 4.7096147537231445 7.0 +670.897650720246 5599.29443359375 4.710840702056885 7.0 +670.918083243283 5585.60302734375 4.709588050842285 7.0 +670.9385157662691 5596.013671875 4.709867000579834 7.0 +670.9589482892552 5585.80419921875 4.709697246551514 7.0 +670.979380812234 5584.38134765625 4.708658218383789 7.0 +670.9998133351619 5577.1513671875 4.707984924316406 7.0 +671.0202458580898 5578.240234375 4.707895755767822 7.0 +671.0406783809522 5579.958984375 4.708739280700684 7.0 +671.0611108038211 5574.14404296875 4.7083740234375 7.0 +671.0815434266333 5573.6435546875 4.708540916442871 7.0 +671.1224085721915 5575.09228515625 4.708428382873535 7.0 +671.142840994944 5575.24169921875 4.708404064178467 7.0 +671.1837061403276 5584.20947265625 4.709527492523193 7.0 +671.2245710856514 5583.89453125 4.7086710929870605 7.0 +671.245003708289 5574.18359375 4.707880973815918 7.0 +671.2654361308669 5587.09765625 4.708658695220947 7.0 +671.2858686534382 5582.46826171875 4.708850383758545 7.0 +671.3063012760176 5590.1025390625 4.709150791168213 7.0 +671.3267336985373 5580.83935546875 4.708275318145752 7.0 +671.3471662209922 5585.138671875 4.709024906158447 7.0 +671.3675988434552 5579.6396484375 4.7081618309021 7.0 +671.3880313659174 5581.29052734375 4.709247589111328 7.0 +671.4084638883141 5584.9072265625 4.708874702453613 7.0 +671.4288964107182 5587.74462890625 4.709740161895752 7.0 +671.4493289331222 5587.4013671875 4.70957088470459 7.0 +671.4697614554607 5581.275390625 4.708755016326904 7.0 +671.4901939777483 5583.73388671875 4.70857572555542 7.0 +671.5106265000941 5580.8076171875 4.708346366882324 7.0 +671.5310590223744 5598.904296875 4.709914684295654 7.0 +671.5514915446038 5586.85595703125 4.709120750427246 7.0 +671.5719240668332 5591.52685546875 4.709150314331055 7.0 +671.592356689056 5594.1552734375 4.709527015686035 7.0 +671.6127891112264 5586.3974609375 4.708766937255859 7.0 +671.6332217333984 5585.73291015625 4.709207534790039 7.0 +671.6536541555033 5590.2421875 4.7094573974609375 7.0 +671.6740866776163 5590.84521484375 4.709470272064209 7.0 +671.6945192997227 5588.6494140625 4.709719181060791 7.0 +671.7149517217767 5596.6298828125 4.71061897277832 7.0 +671.755816865887 5596.71630859375 4.710251331329346 7.0 +671.7762492878755 5593.97216796875 4.710812091827393 7.0 +671.7966818098721 5591.380859375 4.709041118621826 7.0 +671.8171144318039 5595.6767578125 4.710140228271484 7.0 +671.8375468537415 5600.07373046875 4.710427761077881 7.0 +671.8579794756806 5596.14501953125 4.710229873657227 7.0 +671.8784119975608 5596.08837890625 4.71044921875 7.0 +671.8988444194329 5595.330078125 4.709249973297119 7.0 +671.9192770413138 5597.83837890625 4.71005916595459 7.0 +671.9397095631284 5601.40771484375 4.7110915184021 7.0 +671.9601420849503 5598.57373046875 4.710052967071533 7.0 +671.9805746067141 5602.8525390625 4.7100138664245605 7.0 +672.0214396502342 5603.7333984375 4.71129035949707 7.0 +672.0418722719987 5594.56494140625 4.710458755493164 7.0 +672.0623046936962 5594.880859375 4.711002826690674 7.0 +672.0827372154017 5598.59130859375 4.710979461669922 7.0 +672.1031698370498 5592.33447265625 4.710351467132568 7.0 +672.1236022586891 5592.05224609375 4.709844589233398 7.0 +672.1440348803371 5601.60009765625 4.710362434387207 7.0 +672.1848998235073 5589.68359375 4.709474563598633 7.0 +672.2053324450972 5597.49853515625 4.711023330688477 7.0 +672.2257649666863 5600.65478515625 4.710175514221191 7.0 +672.2461973882091 5593.00537109375 4.707564830780029 7.0 +672.2666300097408 5598.4716796875 4.709671497344971 7.0 +672.2870625312135 5596.02978515625 4.709991455078125 7.0 +672.3074949526781 5613.5556640625 4.711367607116699 7.0 +672.3483599956235 5605.3984375 4.710841655731201 7.0 +672.3892251384459 5656.11767578125 4.715235710144043 7.0 +672.4096575598596 5648.68994140625 4.715626239776611 7.0 +672.4300901812094 5627.1806640625 4.712738037109375 7.0 +672.4505227025656 5616.07958984375 4.711790561676025 7.0 +672.4709552238637 5621.71826171875 4.713036060333252 7.0 +672.4913877452127 5629.31005859375 4.713183879852295 7.0 +672.5322527878088 5623.40234375 4.712996482849121 7.0 +672.5526853090414 5624.46923828125 4.712157726287842 7.0 +672.5731178303395 5615.47119140625 4.712465763092041 7.0 +672.5935503515793 5620.7578125 4.71172571182251 7.0 +672.6139829727545 5610.57763671875 4.711238861083984 7.0 +672.6344153939935 5604.27587890625 4.711309909820557 7.0 +672.6548480151687 5615.25927734375 4.711968421936035 7.0 +672.6752805363503 5614.22705078125 4.711379528045654 7.0 +672.695712957473 5617.36181640625 4.711822032928467 7.0 +672.7161455786554 5624.56298828125 4.713024139404297 7.0 +672.7365780997716 5619.75048828125 4.712989330291748 7.0 +672.7570105208943 5619.1689453125 4.712539196014404 7.0 +672.777443141953 5622.1533203125 4.71334171295166 7.0 +672.7978756630182 5623.19921875 4.712602138519287 7.0 +672.8183080840827 5614.25732421875 4.711686134338379 7.0 +672.8387407051487 5616.2333984375 4.711574077606201 7.0 +672.8591732262066 5628.326171875 4.71342658996582 7.0 +672.8796057472136 5625.2744140625 4.712881088256836 7.0 +672.9000382682134 5623.2109375 4.712411880493164 7.0 +672.9204707892204 5622.93994140625 4.7136688232421875 7.0 +672.9409033101692 5636.630859375 4.713809967041016 7.0 +672.961335831118 5622.05078125 4.713529109954834 7.0 +672.9817683520596 5631.3046875 4.713857173919678 7.0 +673.0022008730084 5625.0576171875 4.713226318359375 7.0 +673.02263339395 5641.21875 4.7150468826293945 7.0 +673.0430659148406 5631.2197265625 4.713482856750488 7.0 +673.1043634775051 5640.13037109375 4.715993404388428 7.0 +673.1247960983383 5633.74560546875 4.714629173278809 7.0 +673.1452285191626 5633.39208984375 4.715829849243164 7.0 +673.1656611399958 5633.12255859375 4.715941429138184 7.0 +673.2065260816598 5644.8544921875 4.7171430587768555 7.0 +673.2269587024275 5637.59765625 4.716917514801025 7.0 +673.2473912232017 5630.69189453125 4.716066360473633 7.0 +673.2678236439679 5643.0517578125 4.716313362121582 7.0 +673.2882562647428 5639.82861328125 4.715692520141602 7.0 +673.3086887854588 5648.14599609375 4.716950416564941 7.0 +673.3291212062322 5623.5078125 4.715600490570068 7.0 +673.3495538269417 5635.40771484375 4.716580867767334 7.0 +673.3699863476577 5643.04931640625 4.716233730316162 7.0 +673.390418968309 5643.603515625 4.716557502746582 7.0 +673.4108513890242 5647.32080078125 4.718164920806885 7.0 +673.4312839097402 5643.0810546875 4.717138290405273 7.0 +673.4517165303332 5629.908203125 4.716440200805664 7.0 +673.4721489510484 5642.2568359375 4.717789649963379 7.0 +673.492581471648 5641.1083984375 4.71750020980835 7.0 +673.5130140922993 5649.68408203125 4.718496799468994 7.0 +673.5334465129563 5660.32373046875 4.718823432922363 7.0 +673.5538790335559 5650.17041015625 4.718980312347412 7.0 +673.5743116541489 5647.4267578125 4.717426300048828 7.0 +673.5947440747477 5651.96875 4.718692302703857 7.0 +673.615176695348 5649.16357421875 4.7185235023498535 7.0 +673.6356092158821 5657.18017578125 4.721433639526367 7.0 +673.656041636481 5652.64111328125 4.718967437744141 7.0 +673.6764742570231 5647.4619140625 4.717772006988525 7.0 +673.6969067775572 5653.76806640625 4.7187323570251465 7.0 +673.7173391980978 5652.646484375 4.719048976898193 7.0 +673.7377718186399 5665.46826171875 4.720567226409912 7.0 +673.758204339174 5656.24755859375 4.718928813934326 7.0 +673.7786367596564 5653.7109375 4.71925687789917 7.0 +673.7990693801403 5658.2509765625 4.7193403244018555 7.0 +673.8195019006744 5659.25927734375 4.720653057098389 7.0 +673.8399343211568 5653.2099609375 4.719119548797607 7.0 +673.8603669416407 5663.45947265625 4.72067403793335 7.0 +673.8807994621166 5667.4130859375 4.720698833465576 7.0 +673.9012320825423 5664.78857421875 4.7205681800842285 7.0 +673.9216645030247 5657.90869140625 4.720096111297607 7.0 +673.9420970234423 5666.2041015625 4.720391750335693 7.0 +673.962529643868 5670.80712890625 4.721743583679199 7.0 +673.9829620643504 5661.6103515625 4.720672130584717 7.0 +674.0033945847681 5666.453125 4.720663070678711 7.0 +674.0238272051938 5666.6669921875 4.7207794189453125 7.0 +674.044259625618 5656.67236328125 4.7189555168151855 7.0 +674.0646921459775 5670.6708984375 4.721842288970947 7.0 +674.0851247664032 5670.5771484375 4.721959114074707 7.0 +674.1055572867626 5664.7958984375 4.7216973304748535 7.0 +674.1464223275543 5668.22216796875 4.721762180328369 7.0 +674.1668548479211 5664.52490234375 4.7215046882629395 7.0 +674.1872873682805 5675.70654296875 4.722870349884033 7.0 +674.2077198886473 5683.5625 4.723556995391846 7.0 +674.2281524090067 5675.36962890625 4.722811698913574 7.0 +674.2485849293735 5669.40966796875 4.722301959991455 7.0 +674.2690174497402 5666.15283203125 4.721896648406982 7.0 +674.289449870048 5674.552734375 4.722962856292725 7.0 +674.3303150107167 5674.75244140625 4.722838401794434 7.0 +674.3507476310187 5665.23876953125 4.722282886505127 7.0 +674.3711800513847 5682.99267578125 4.723870754241943 7.0 +674.3916125716933 5669.50048828125 4.722443103790283 7.0 +674.4120451919953 5671.85986328125 4.721706390380859 7.0 +674.432477612303 5678.7900390625 4.722206115722656 7.0 +674.4529101326116 5681.4326171875 4.723806858062744 7.0 +674.4733427529136 5670.39794921875 4.722952365875244 7.0 +674.4937751732214 5680.607421875 4.721767902374268 7.0 +674.5142076934717 5667.31005859375 4.721929550170898 7.0 +674.5346403137737 5670.31591796875 4.722214698791504 7.0 +674.5550727340815 5672.46826171875 4.721418380737305 7.0 +674.5755052543318 5684.994140625 4.723209857940674 7.0 +674.5959378746338 5686.64697265625 4.722979545593262 7.0 +674.6163702949416 5694.154296875 4.725346565246582 7.0 +674.6368029151927 5679.8212890625 4.723189353942871 7.0 +674.6572354354357 5678.89501953125 4.723545074462891 7.0 +674.6776679557443 5689.5458984375 4.72400426864624 7.0 +674.6981004759946 5684.86376953125 4.723620414733887 7.0 +674.7185329962376 5696.74365234375 4.725621700286865 7.0 +674.738965516488 5684.93896484375 4.723698139190674 7.0 +674.7593981367972 5686.9296875 4.724437236785889 7.0 +674.7798305570395 5686.0634765625 4.72440767288208 7.0 +674.8002630772899 5686.3857421875 4.724543571472168 7.0 +674.8411281177832 5687.3193359375 4.724407196044922 7.0 +674.8615607380343 5694.77294921875 4.725000381469727 7.0 +674.8819932582846 5687.19287109375 4.723725318908691 7.0 +674.9024256785269 5692.07958984375 4.724954605102539 7.0 +674.922858298778 5686.47119140625 4.725039958953857 7.0 +674.9432907190276 5684.302734375 4.7247443199157715 7.0 +674.9637232392706 5686.14794921875 4.725407600402832 7.0 +674.9841558595217 5691.38232421875 4.725512981414795 7.0 +675.0045882797713 5696.07861328125 4.725648880004883 7.0 +675.0250208000143 5693.47802734375 4.726249694824219 7.0 +675.0454534202654 5695.51416015625 4.725954532623291 7.0 +675.065885840515 5673.54443359375 4.7238030433654785 7.0 +675.1067509810091 5691.65673828125 4.725186347961426 7.0 +675.1271835012594 5686.1572265625 4.725964546203613 7.0 +675.2089135822462 5699.89697265625 4.726132869720459 7.0 +675.2293461024965 5694.3720703125 4.725991725921631 7.0 +675.2497786227468 5708.92578125 4.7274017333984375 7.0 +675.2702112429906 5695.3193359375 4.726096153259277 7.0 +675.2906436632402 5706.62158203125 4.727389812469482 7.0 +675.311076283484 5694.1875 4.726354122161865 7.0 +675.3315088037343 5698.7626953125 4.726830959320068 7.0 +675.3519412239839 5697.45556640625 4.726140022277832 7.0 +675.3723738442859 5700.662109375 4.727168560028076 7.0 +675.3928063645362 5704.224609375 4.726134300231934 7.0 +675.413238784844 5697.68115234375 4.726217746734619 7.0 +675.4336714050878 5708.384765625 4.727536678314209 7.0 +675.4541039253381 5700.3115234375 4.726268291473389 7.0 +675.4745363456459 5702.92822265625 4.726236820220947 7.0 +675.4949689658897 5692.84765625 4.726253986358643 7.0 +675.5154014861982 5699.5048828125 4.726860046386719 7.0 +675.5358339064478 5699.1884765625 4.726573944091797 7.0 +675.5562665267498 5702.099609375 4.725545406341553 7.0 +675.5766989470576 5703.06494140625 4.7275309562683105 7.0 +675.6175640876099 5702.42822265625 4.726373195648193 7.0 +675.6379965079177 5694.74462890625 4.726807117462158 7.0 +675.658429128227 5701.47607421875 4.727106094360352 7.0 +675.6788616485283 5706.5498046875 4.727444171905518 7.0 +675.7197266891453 5703.24951171875 4.727038860321045 7.0 +675.7401592095048 5694.96044921875 4.726945877075195 7.0 +675.7605917298133 5700.0087890625 4.725925445556641 7.0 +675.8014567704813 5703.509765625 4.727603435516357 7.0 +675.8218893908488 5710.37109375 4.727880954742432 7.0 +675.8423219111573 5694.5009765625 4.726734161376953 7.0 +675.862754331516 5701.30322265625 4.727115154266357 7.0 +675.8831869518835 5704.7177734375 4.727313995361328 7.0 +675.9036194722503 5710.14892578125 4.728035926818848 7.0 +675.924051892609 5697.9541015625 4.726351737976074 7.0 +675.9444845129765 5712.35205078125 4.7282562255859375 7.0 +675.9649170334014 5707.67529296875 4.728560924530029 7.0 +675.9853494537601 5702.142578125 4.726120471954346 7.0 +676.0057820741858 5705.12451171875 4.72676944732666 7.0 +676.046647214971 5710.61083984375 4.729020595550537 7.0 +676.0670796353952 5705.8955078125 4.728896141052246 7.0 +676.0875121558201 5703.13330078125 4.7267231941223145 7.0 +676.1079447762386 5702.15625 4.7276411056518555 7.0 +676.1283771966628 5700.453125 4.727534770965576 7.0 +676.1488097171459 5705.1123046875 4.728067398071289 7.0 +676.1692423375644 5706.5908203125 4.727982044219971 7.0 +676.1896747579885 5711.87255859375 4.728755950927734 7.0 +676.2101072784717 5711.97900390625 4.728742599487305 7.0 +676.2305397989476 5703.59130859375 4.727353096008301 7.0 +676.2509723194307 5708.24560546875 4.728020668029785 7.0 +676.2714049399074 5696.5810546875 4.726758003234863 7.0 +676.291837360448 5710.923828125 4.728383541107178 7.0 +676.3122698809311 5713.20703125 4.729696273803711 7.0 +676.3531350219491 5710.38623046875 4.728869915008545 7.0 +676.3735674424897 5720.01611328125 4.729071140289307 7.0 +676.3940000630246 5716.8466796875 4.728986740112305 7.0 +676.4144325835659 5718.576171875 4.729247570037842 7.0 +676.4348650041647 5721.60986328125 4.728980541229248 7.0 +676.4552976247069 5711.7041015625 4.729005813598633 7.0 +676.4757301452992 5710.75830078125 4.728214740753174 7.0 +676.496162565898 5711.60693359375 4.727767467498779 7.0 +676.516595186491 5714.90673828125 4.7299275398254395 7.0 +676.5370277070906 5708.994140625 4.728438377380371 7.0 +676.5574603276909 5700.60888671875 4.728061199188232 7.0 +676.577892748348 5711.20654296875 4.7289137840271 7.0 +676.5983252689985 5721.2578125 4.730068206787109 7.0 +676.6187578895988 5716.28662109375 4.729055404663086 7.0 +676.6391903103067 5714.92431640625 4.729763031005859 7.0 +676.6596228309645 5708.7412109375 4.728546619415283 7.0 +676.680055451623 5711.98779296875 4.729432582855225 7.0 +676.7004878723383 5707.4638671875 4.729300022125244 7.0 +676.720920393047 5720.8173828125 4.729518413543701 7.0 +676.7413530137637 5709.9482421875 4.729145050048828 7.0 +676.7617854344717 5716.4140625 4.729226589202881 7.0 +676.7822180551884 5710.931640625 4.72870397567749 7.0 +676.8026505759626 5711.67626953125 4.728324890136719 7.0 +676.8230830967295 5721.48779296875 4.729681015014648 7.0 +676.8435156175037 5702.27001953125 4.729200839996338 7.0 +676.8639481382779 5706.9462890625 4.729634761810303 7.0 +676.9048131798772 5712.9033203125 4.729470729827881 7.0 +676.9252457007096 5715.69970703125 4.730162620544434 7.0 +676.9456781215413 5717.8642578125 4.7305521965026855 7.0 +676.9661107423672 5714.4482421875 4.730442047119141 7.0 +676.9865432632578 5711.19921875 4.728386878967285 7.0 +677.0069758840837 5707.72900390625 4.729519367218018 7.0 +677.0274083050317 5719.31689453125 4.730783939361572 7.0 +677.0478408259223 5707.15087890625 4.729014873504639 7.0 +677.0682734468064 5712.7119140625 4.728686809539795 7.0 +677.0887058677545 5713.35107421875 4.7298359870910645 7.0 +677.1091383887033 5705.822265625 4.728612899780273 7.0 +677.1295710096456 5712.4072265625 4.730495452880859 7.0 +677.1500034305936 5718.384765625 4.731011390686035 7.0 +677.1704359516007 5726.67041015625 4.7318620681762695 7.0 +677.1908685726012 5713.18115234375 4.7300825119018555 7.0 +677.2113009936074 5713.5 4.731276035308838 7.0 +677.2317336146152 5724.59423828125 4.731729507446289 7.0 +677.2725985567376 5721.9365234375 4.732292175292969 7.0 +677.2930311778036 5713.8740234375 4.73124885559082 7.0 +677.3134636988616 5715.09619140625 4.731887340545654 7.0 +677.333896219985 5717.830078125 4.731306076049805 7.0 +677.3543287411012 5710.94140625 4.730001926422119 7.0 +677.3747612622828 5705.62744140625 4.729588985443115 7.0 +677.3951937834063 5713.57861328125 4.7309417724609375 7.0 +677.4156263045879 5721.5302734375 4.73065185546875 7.0 +677.4769239681773 5718.97412109375 4.732163429260254 7.0 +677.4973563893582 5717.7724609375 4.731611251831055 7.0 +677.517789010657 5707.8681640625 4.7313337326049805 7.0 +677.5382214318961 5713.6171875 4.731405735015869 7.0 +677.5586539531869 5713.634765625 4.73198127746582 7.0 +677.5790865744857 5706.64990234375 4.731263160705566 7.0 +677.5995189957757 5722.39306640625 4.732449054718018 7.0 +677.619951517132 5725.7880859375 4.732117176055908 7.0 +677.640384138489 5707.46240234375 4.730510711669922 7.0 +677.6608165598445 5716.72607421875 4.732036590576172 7.0 +677.6812490811935 5716.43408203125 4.7319560050964355 7.0 +677.7016817026088 5716.7978515625 4.7323737144470215 7.0 +677.7221141240152 5711.09814453125 4.731489658355713 7.0 +677.7425467454887 5707.0830078125 4.730594635009766 7.0 +677.7629792669031 5714.453125 4.731410026550293 7.0 +677.7834116884333 5716.455078125 4.731576442718506 7.0 +677.8038443098994 5712.5458984375 4.73057746887207 7.0 +677.8242768314303 5715.384765625 4.731518745422363 7.0 +677.8447093529539 5703.0615234375 4.7300639152526855 7.0 +677.8651418744848 5722.7841796875 4.732302665710449 7.0 +677.8855743960739 5708.830078125 4.731266975402832 7.0 +677.9060069176558 5715.037109375 4.731388568878174 7.0 +677.9264394392449 5709.18798828125 4.730654716491699 7.0 +677.967304582533 5720.00537109375 4.732250690460205 7.0 +678.008169525885 5708.275390625 4.729877471923828 7.0 +678.028602147584 5718.072265625 4.7309088706970215 7.0 +678.0490346692895 5709.05712890625 4.731103420257568 7.0 +678.0694670910525 5715.23876953125 4.731479644775391 7.0 +678.0898997128097 5715.51708984375 4.731428623199463 7.0 +678.1103322345734 5711.1923828125 4.730840682983398 7.0 +678.15119727821 5718.15087890625 4.731442928314209 7.0 +678.1716297000894 5720.232421875 4.73256778717041 7.0 +678.1920623219703 5706.8203125 4.73061466217041 7.0 +678.2124948438432 5711.5830078125 4.730740070343018 7.0 +678.2329272657807 5715.2294921875 4.731879711151123 7.0 +678.2533598876616 5714.58984375 4.732034206390381 7.0 +678.2737924096509 5724.58154296875 4.732046127319336 7.0 +678.314657453644 5710.08740234375 4.731117248535156 7.0 +678.3350899756333 5713.62353515625 4.731620788574219 7.0 +678.3555224976881 5712.3095703125 4.731026649475098 7.0 +678.3963875418485 5715.14453125 4.732426643371582 7.0 +678.4168201639623 5714.61572265625 4.731233596801758 7.0 +678.4372525860745 5715.83642578125 4.733090877532959 7.0 +678.4781177304103 5715.234375 4.732674598693848 7.0 +678.4985501526389 5715.45947265625 4.73210334777832 7.0 +678.518982674861 5721.7001953125 4.731122016906738 7.0 +678.5394152970912 5714.431640625 4.730449199676514 7.0 +678.5598478193715 5720.43896484375 4.731611251831055 7.0 +678.5802802416583 5707.58984375 4.729896068572998 7.0 +678.6007128640049 5699.1796875 4.729772567749023 7.0 +678.6211453863507 5716.6591796875 4.732562065124512 7.0 +678.6415779086892 5711.5029296875 4.731677532196045 7.0 +678.6620104310932 5707.60302734375 4.731290340423584 7.0 +678.68244295349 5713.50146484375 4.730264663696289 7.0 +678.7028755759529 5698.7529296875 4.730099678039551 7.0 +678.7437405209348 5707.427734375 4.730822563171387 7.0 +678.7641731434487 5710.546875 4.7323760986328125 7.0 +678.7846055659684 5704.95849609375 4.730387210845947 7.0 +678.8459031337552 5714.3017578125 4.732595443725586 7.0 +678.8663357563855 5704.599609375 4.732641696929932 7.0 +678.8867681790798 5704.111328125 4.731942176818848 7.0 +678.9072007017749 5708.86279296875 4.733127117156982 7.0 +678.9276333244634 5703.6650390625 4.732227325439453 7.0 +678.9480657472159 5703.240234375 4.731542110443115 7.0 +678.9889308927741 5703.3994140625 4.731667995452881 7.0 +679.009363315643 5703.408203125 4.73237419128418 7.0 +679.0297958384544 5708.8876953125 4.732470989227295 7.0 +679.0502284613758 5695.38720703125 4.731931209564209 7.0 +679.0706609842455 5706.5908203125 4.733225345611572 7.0 +679.0910934072308 5711.69677734375 4.733847141265869 7.0 +679.1115260301522 5705.70068359375 4.732876300811768 7.0 +679.1523910761825 5706.57666015625 4.7323317527771 7.0 +679.1728235992196 5712.14794921875 4.733314037322998 7.0 +679.193256122322 5709.66943359375 4.733245849609375 7.0 +679.2136887453671 5697.689453125 4.73047399520874 7.0 +679.2341211685198 5708.2890625 4.732124328613281 7.0 +679.2545536916805 5702.328125 4.7322163581848145 7.0 +679.274986314842 5707.66357421875 4.7328619956970215 7.0 +679.295418738111 5702.65576171875 4.731900215148926 7.0 +679.31585126133 5707.984375 4.732684135437012 7.0 +679.3362838846078 5698.96728515625 4.732274055480957 7.0 +679.3567163079351 5701.92041015625 4.732516288757324 7.0 +679.377148931213 5706.2001953125 4.731534957885742 7.0 +679.3975814546066 5698.2041015625 4.731019973754883 7.0 +679.418013877992 5694.53076171875 4.730787754058838 7.0 +679.4384465013864 5688.99169921875 4.731564044952393 7.0 +679.47931144834 5691.19775390625 4.730960845947266 7.0 +679.4997440718507 5696.50048828125 4.73104190826416 7.0 +679.5201764954181 5691.2373046875 4.731151580810547 7.0 +679.5406090189208 5700.708984375 4.731913089752197 7.0 +679.5610416425479 5705.2236328125 4.732463359832764 7.0 +679.5814741661743 5700.17919921875 4.732928276062012 7.0 +679.6019066898516 5705.2490234375 4.73258638381958 7.0 +679.6223392135362 5703.17431640625 4.732419013977051 7.0 +679.642771737279 5700.04736328125 4.731189727783203 7.0 +679.6632042610145 5703.5029296875 4.732979774475098 7.0 +679.6836367848155 5711.140625 4.733315467834473 7.0 +679.7040693086165 5694.0693359375 4.731705188751221 7.0 +679.7245019324691 5691.35205078125 4.73206090927124 7.0 +679.7449343563276 5699.18603515625 4.731800556182861 7.0 +679.7653668802377 5688.34228515625 4.730415344238281 7.0 +679.7857995041559 5697.8154296875 4.7318115234375 7.0 +679.8062319281889 5685.54248046875 4.730289936065674 7.0 +679.8470970761919 5693.1513671875 4.730531215667725 7.0 +679.8675295002831 5692.5927734375 4.7314863204956055 7.0 +679.8879621243686 5692.94189453125 4.731736183166504 7.0 +679.9083946485189 5695.17236328125 4.732147216796875 7.0 +679.9288270726684 5692.8818359375 4.731358528137207 7.0 +679.9492596968703 5698.7177734375 4.73209285736084 7.0 +679.9696922211369 5694.40771484375 4.732675552368164 7.0 +679.9901246454028 5692.4462890625 4.732150077819824 7.0 +680.0105572697212 5690.77978515625 4.731986999511719 7.0 +680.030989794046 5698.16943359375 4.732309341430664 7.0 +680.0718548428049 5682.15673828125 4.730288505554199 7.0 +680.0922873672462 5682.13037109375 4.731260299682617 7.0 +680.1127198917457 5692.7646484375 4.732180118560791 7.0 +680.1331524162379 5687.49267578125 4.731821537017822 7.0 +680.1535849407956 5694.5458984375 4.731413841247559 7.0 +680.1740174653532 5682.30810546875 4.730105876922607 7.0 +680.1944499899619 5682.78955078125 4.730216979980469 7.0 +680.2148825146069 5694.61962890625 4.7325897216796875 7.0 +680.2353151393108 5683.0205078125 4.730524063110352 7.0 +680.255747564006 5686.8466796875 4.732748985290527 7.0 +680.2761801887682 5676.20947265625 4.7298431396484375 7.0 +680.2966127135587 5687.03271484375 4.73180627822876 7.0 +680.3170451383703 5687.490234375 4.731625080108643 7.0 +680.3374777632198 5688.35595703125 4.73038911819458 7.0 +680.3579102881267 5688.30126953125 4.7316694259643555 7.0 +680.3783427130547 5689.7451171875 4.73069953918457 7.0 +680.3987753380206 5685.06884765625 4.730990886688232 7.0 +680.4396402880593 5689.00048828125 4.730586051940918 7.0 +680.4600729131125 5680.51025390625 4.729992866516113 7.0 +680.4805054382232 5679.02197265625 4.730374336242676 7.0 +680.5009380633564 5676.33056640625 4.729608535766602 7.0 +680.5213704885537 5691.52880859375 4.731616973876953 7.0 +680.5418030137807 5690.4697265625 4.731660842895508 7.0 +680.5622356390595 5684.142578125 4.730617046356201 7.0 +680.582668064344 5672.58740234375 4.73054313659668 7.0 +680.6439656404546 5684.12646484375 4.7309889793396 7.0 +680.6643981659145 5672.0634765625 4.730020999908447 7.0 +680.7052633169151 5671.4892578125 4.72825288772583 7.0 +680.7256958424841 5681.27001953125 4.7296295166015625 7.0 +680.7461283680605 5679.12841796875 4.730683326721191 7.0 +680.7869934193877 5673.45458984375 4.729247570037842 7.0 +680.8074259451023 5674.9248046875 4.729640007019043 7.0 +680.8278583708525 5666.82763671875 4.7300496101379395 7.0 +680.8482909966551 5667.408203125 4.7288289070129395 7.0 +680.8687235224934 5674.9091796875 4.729552268981934 7.0 +680.88915594836 5674.47412109375 4.730235576629639 7.0 +680.9095885742863 5669.6630859375 4.729680061340332 7.0 +680.9300211002337 5672.3642578125 4.729944705963135 7.0 +680.9708861522522 5664.109375 4.72807502746582 7.0 +680.9913186783233 5660.1826171875 4.727484703063965 7.0 +681.0117513044243 5670.859375 4.729710102081299 7.0 +681.0321837305819 5668.11083984375 4.72849702835083 7.0 +681.0526162567912 5672.06103515625 4.730039119720459 7.0 +681.0934813092754 5666.08740234375 4.729485034942627 7.0 +681.1343464619422 5649.9775390625 4.728943347930908 7.0 +681.1547788883618 5662.28515625 4.730221748352051 7.0 +681.1752115147756 5665.34814453125 4.729780673980713 7.0 +681.1956440412541 5670.7705078125 4.7315592765808105 7.0 +681.2160765677836 5662.70166015625 4.730600833892822 7.0 +681.2365090943495 5665.8701171875 4.731306076049805 7.0 +681.2569416209735 5665.26171875 4.729809284210205 7.0 +681.2773741476194 5661.37255859375 4.729508876800537 7.0 +681.2978066743017 5662.1494140625 4.7301764488220215 7.0 +681.3182392010422 5654.3359375 4.728525161743164 7.0 +681.3386717278045 5655.21533203125 4.7289934158325195 7.0 +681.3591042546323 5656.357421875 4.729307651519775 7.0 +681.3795367814892 5653.83056640625 4.7275261878967285 7.0 +681.399969308397 5658.8212890625 4.728264808654785 7.0 +681.4204018353412 5646.91015625 4.7282562255859375 7.0 +681.4408343623145 5655.8662109375 4.7285003662109375 7.0 +681.4612669893395 5645.32958984375 4.728214263916016 7.0 +681.4816994164285 5654.70263671875 4.728550434112549 7.0 +681.5021319435473 5645.3896484375 4.728780746459961 7.0 +681.5225645707178 5661.4501953125 4.728987216949463 7.0 +681.5429969979232 5661.28662109375 4.72987174987793 7.0 +681.5634295251584 5651.146484375 4.728879928588867 7.0 +681.6042945797963 5654.67431640625 4.72978401184082 7.0 +681.6247272072069 5666.8671875 4.732093334197998 7.0 +681.6451597346095 5642.439453125 4.728956699371338 7.0 +681.6655921620768 5655.533203125 4.731337547302246 7.0 +681.6860247896038 5643.25927734375 4.729201316833496 7.0 +681.706457317181 5638.203125 4.729123592376709 7.0 +681.7268897447648 5651.1416015625 4.729727268218994 7.0 +681.7473223724373 5640.294921875 4.727255821228027 7.0 +681.767754900131 5652.7919921875 4.729590892791748 7.0 +681.788187427861 5643.45849609375 4.728921890258789 7.0 +681.8086199556783 5652.31494140625 4.729598045349121 7.0 +681.8290524834883 5641.23291015625 4.729185581207275 7.0 +681.8494851113646 5643.1943359375 4.7292890548706055 7.0 +681.8699176392984 5641.69775390625 4.728630542755127 7.0 +681.8903500672823 5635.13427734375 4.728428363800049 7.0 +681.9107826953041 5646.189453125 4.7296142578125 7.0 +681.931215223347 5642.728515625 4.729374408721924 7.0 +681.9516476514837 5639.17431640625 4.728531360626221 7.0 +681.972080279651 5643.23828125 4.728089332580566 7.0 +681.9925128078467 5641.43115234375 4.7298150062561035 7.0 +682.0129452360925 5640.63623046875 4.7286376953125 7.0 +682.0333778643762 5632.99365234375 4.728708744049072 7.0 +682.0538102927458 5626.01806640625 4.727753162384033 7.0 +682.0742429211386 5626.53759765625 4.728346347808838 7.0 +682.0946754495671 5629.181640625 4.728403568267822 7.0 +682.1151078780822 5633.2021484375 4.729307651519775 7.0 +682.1355405066206 5630.376953125 4.729119777679443 7.0 +682.1559730351946 5638.98193359375 4.7299041748046875 7.0 +682.1764054638479 5620.91796875 4.728332996368408 7.0 +682.19683809251 5626.01708984375 4.72965669631958 7.0 +682.2172706212586 5624.669921875 4.729234218597412 7.0 +682.2377030500356 5624.0361328125 4.728336334228516 7.0 +682.2581356788651 5622.77978515625 4.728128910064697 7.0 +682.2785682077592 5629.2392578125 4.728938102722168 7.0 +682.299000836676 5624.99609375 4.728616714477539 7.0 +682.3194332656567 5632.8583984375 4.729280471801758 7.0 +682.3398657946673 5625.4951171875 4.728216171264648 7.0 +682.3602984237295 5638.24609375 4.731046676635742 7.0 +682.3807308528849 5627.2236328125 4.7288641929626465 7.0 +682.401163382041 5610.56103515625 4.72818660736084 7.0 +682.4215960112779 5618.5595703125 4.728418350219727 7.0 +682.4420285405504 5619.79248046875 4.728955268859863 7.0 +682.4624609698803 5617.99609375 4.728312015533447 7.0 +682.4828935992336 5607.63916015625 4.728646755218506 7.0 +682.5033261286808 5620.78466796875 4.728321075439453 7.0 +682.523758658157 5612.35107421875 4.728896141052246 7.0 +682.5441911876551 5616.9501953125 4.729091167449951 7.0 +682.5646237172477 5611.2919921875 4.728185176849365 7.0 +682.5850562468695 5613.83837890625 4.728440284729004 7.0 +682.6054887765422 5611.1962890625 4.7280449867248535 7.0 +682.6259213062804 5610.8203125 4.728687286376953 7.0 +682.666786365895 5610.2275390625 4.727687835693359 7.0 +682.6872189957794 5611.095703125 4.728250980377197 7.0 +682.7076514257205 5612.4873046875 4.7278923988342285 7.0 +682.7280839557134 5595.15234375 4.726438999176025 7.0 +682.7485165857433 5607.94189453125 4.727774620056152 7.0 +682.76894901583 5608.52392578125 4.728587627410889 7.0 +682.7893815459975 5603.26318359375 4.728312969207764 7.0 +682.809814176173 5599.2001953125 4.727295398712158 7.0 +682.8302466064342 5596.98876953125 4.726820468902588 7.0 +682.8506791367472 5600.38818359375 4.72761869430542 7.0 +682.8711117670973 5602.38818359375 4.727972030639648 7.0 +682.8915441975041 5594.76171875 4.726597785949707 7.0 +682.9119768279634 5598.8642578125 4.727592468261719 7.0 +682.9528418890404 5599.78271484375 4.727987766265869 7.0 +682.993706950343 5596.06689453125 4.7278151512146 7.0 +683.0141394810635 5595.052734375 4.727485179901123 7.0 +683.0345720118785 5601.40771484375 4.727831840515137 7.0 +683.0550045427226 5599.4658203125 4.727639675140381 7.0 +683.0958697045207 5589.31787109375 4.727173805236816 7.0 +683.1163021355387 5591.0517578125 4.727282524108887 7.0 +683.1367347666092 5586.8623046875 4.726779937744141 7.0 +683.1775997288787 5587.2705078125 4.726024150848389 7.0 +683.1980323600947 5594.24072265625 4.728641033172607 7.0 +683.2184648913753 5592.88037109375 4.727389812469482 7.0 +683.2388973227135 5586.91650390625 4.726822853088379 7.0 +683.259329954104 5580.47119140625 4.72700309753418 7.0 +683.3206275485791 5596.60888671875 4.727760314941406 7.0 +683.341060080209 5594.486328125 4.728499412536621 7.0 +683.361492611868 5584.9765625 4.727069854736328 7.0 +683.381925143578 5584.96435546875 4.727680683135986 7.0 +683.4023575753818 5592.3251953125 4.728399276733398 7.0 +683.4227902072162 5591.16796875 4.727498531341553 7.0 +683.4432227391007 5585.90087890625 4.72756814956665 7.0 +683.4636552710508 5583.826171875 4.727281093597412 7.0 +683.4840878030591 5586.34765625 4.726711750030518 7.0 +683.5045203351183 5578.36376953125 4.726433753967285 7.0 +683.524952867243 5589.87060546875 4.726791858673096 7.0 +683.5658179316597 5572.8505859375 4.7262420654296875 7.0 +683.5862505639598 5582.49169921875 4.727516174316406 7.0 +683.6066829963165 5588.775390625 4.727371692657471 7.0 +683.627115528725 5574.9482421875 4.726173400878906 7.0 +683.6679806937027 5590.4677734375 4.726934909820557 7.0 +683.6884131263141 5576.45849609375 4.726478099822998 7.0 +683.7088457589343 5574.44677734375 4.726284980773926 7.0 +683.7292782916411 5579.908203125 4.727112770080566 7.0 +683.7497107244271 5572.92626953125 4.725625991821289 7.0 +683.770143357222 5577.75390625 4.7269978523254395 7.0 +683.7905758901034 5577.6318359375 4.726367473602295 7.0 +683.8110085230364 5575.666015625 4.725834846496582 7.0 +683.8314409560626 5580.6748046875 4.726611614227295 7.0 +683.8518734891186 5585.0234375 4.72676944732666 7.0 +683.8723061222263 5574.515625 4.72572660446167 7.0 +683.8927385554271 5578.1044921875 4.726466178894043 7.0 +683.9131710886577 5576.1416015625 4.72620964050293 7.0 +683.9336036219393 5569.37646484375 4.725182056427002 7.0 +683.9540361553154 5575.90234375 4.726705074310303 7.0 +683.9744686887207 5578.52294921875 4.727134704589844 7.0 +683.994901222206 5561.5234375 4.725660800933838 7.0 +684.0153337557567 5579.81494140625 4.726809024810791 7.0 +684.0357663893374 5567.4287109375 4.725057601928711 7.0 +684.0561988229965 5565.28662109375 4.725220680236816 7.0 +684.0766313567219 5572.634765625 4.724960803985596 7.0 +684.1174965243699 5564.68310546875 4.725395202636719 7.0 +684.1379289582692 5567.92333984375 4.72597599029541 7.0 +684.1583615922282 5555.8212890625 4.724961757659912 7.0 +684.1787941262664 5565.17529296875 4.725616931915283 7.0 +684.1992266603411 5567.4892578125 4.725560188293457 7.0 +684.2196591944958 5571.154296875 4.726821422576904 7.0 +684.2400917287159 5576.57666015625 4.726928234100342 7.0 +684.260524362995 5567.4326171875 4.7261247634887695 7.0 +684.28095679736 5574.69384765625 4.726484775543213 7.0 +684.3013893317475 5569.85693359375 4.725403308868408 7.0 +684.3218219662012 5574.34619140625 4.726457118988037 7.0 +684.3422544007335 5567.9853515625 4.725406646728516 7.0 +684.362686935332 5568.20068359375 4.725920677185059 7.0 +684.4035520047037 5565.013671875 4.726083755493164 7.0 +684.4239846394994 5559.31494140625 4.725641250610352 7.0 +684.4444171743307 5579.86328125 4.7266926765441895 7.0 +684.4648496092414 5565.8232421875 4.725839614868164 7.0 +684.505714779254 5569.82958984375 4.725712776184082 7.0 +684.5261472143757 5570.65869140625 4.727096080780029 7.0 +684.5465798495206 5567.1357421875 4.726552486419678 7.0 +684.5670122847587 5575.68017578125 4.727420806884766 7.0 +684.5874449200492 5569.4697265625 4.727201461791992 7.0 +684.6078774554044 5568.42529296875 4.72677755355835 7.0 +684.6283099908178 5568.39501953125 4.727048873901367 7.0 +684.6487425263113 5566.46875 4.726710796356201 7.0 +684.6691750618702 5561.9267578125 4.727101802825928 7.0 +684.6896075974873 5567.35400390625 4.726301670074463 7.0 +684.7100401331845 5574.541015625 4.726707458496094 7.0 +684.7304726689472 5572.04296875 4.727510929107666 7.0 +684.7509052047535 5567.63330078125 4.726989269256592 7.0 +684.7713377406399 5566.80419921875 4.726624488830566 7.0 +684.7917702765772 5561.24951171875 4.724429607391357 7.0 +684.8122028126018 5558.4462890625 4.724915504455566 7.0 +684.832635448678 5572.1875 4.726772308349609 7.0 +684.8530678848183 5569.51123046875 4.726869583129883 7.0 +684.8735005210474 5570.60791015625 4.726565837860107 7.0 +684.8939330573266 5572.154296875 4.727093696594238 7.0 +684.9143654936706 5571.29736328125 4.726855278015137 7.0 +684.9347981300816 5565.5322265625 4.725948810577393 7.0 +684.9552306665573 5564.35791015625 4.726691722869873 7.0 +684.975663103105 5578.6318359375 4.727041244506836 7.0 +684.9960957397416 5569.06982421875 4.726682662963867 7.0 +685.0165282763992 5567.412109375 4.727169513702393 7.0 +685.0369607131652 5568.998046875 4.726590156555176 7.0 +685.0573933499836 5577.93408203125 4.7267165184021 7.0 +685.0778258868668 5574.76953125 4.727682113647461 7.0 +685.0982585238235 5571.65478515625 4.726734638214111 7.0 +685.1186909608514 5580.65087890625 4.727930545806885 7.0 +685.1391234979455 5569.91162109375 4.726583480834961 7.0 +685.159556135106 5581.67822265625 4.727695941925049 7.0 +685.1799885723158 5577.3857421875 4.7271857261657715 7.0 +685.200421109621 5583.748046875 4.727827072143555 7.0 +685.2208536469843 5572.396484375 4.727472305297852 7.0 +685.2617188219228 5569.5703125 4.726091384887695 7.0 +685.2821512595037 5572.78076171875 4.726741790771484 7.0 +685.3025837971509 5579.9765625 4.727294445037842 7.0 +685.3230164348643 5575.28759765625 4.727567672729492 7.0 +685.3434489726351 5570.96484375 4.726760387420654 7.0 +685.3638814104925 5581.537109375 4.7285027503967285 7.0 +685.3843140484023 5577.00146484375 4.7269463539123535 7.0 +685.404746586406 5582.541015625 4.72715950012207 7.0 +685.4456116626097 5570.7529296875 4.726384162902832 7.0 +685.4660442008026 5580.47802734375 4.727579116821289 7.0 +685.4864768390762 5579.22802734375 4.728111743927002 7.0 +685.5069092774283 5576.87646484375 4.728250503540039 7.0 +685.5273418158395 5596.92822265625 4.728935241699219 7.0 +685.5477744543168 5582.2763671875 4.728058815002441 7.0 +685.5682068928872 5578.84521484375 4.727198123931885 7.0 +685.6090720702123 5632.62890625 4.733553409576416 7.0 +685.6295045089864 5596.291015625 4.730441093444824 7.0 +685.6499370478341 5591.70947265625 4.729238033294678 7.0 +685.670369686748 5592.70751953125 4.729978561401367 7.0 +685.6908021257259 5591.0517578125 4.730085849761963 7.0 +685.7112347648072 5583.8076171875 4.728503704071045 7.0 +685.7316673039386 5583.70849609375 4.727928161621094 7.0 +685.7520997431347 5584.3251953125 4.728910446166992 7.0 +685.7725323824197 5590.07666015625 4.7299652099609375 7.0 +685.7929649217549 5595.17138671875 4.7291646003723145 7.0 +685.8133974611846 5589.81005859375 4.7296037673950195 7.0 +685.8338300006872 5587.107421875 4.729365825653076 7.0 +685.8542625402551 5590.26806640625 4.728625774383545 7.0 +685.8746950799032 5589.880859375 4.729992866516113 7.0 +685.895127619624 5595.66552734375 4.729958534240723 7.0 +685.9155601594102 5586.7724609375 4.729568958282471 7.0 +685.9359926992765 5591.26171875 4.729878902435303 7.0 +685.9564252392156 5583.60546875 4.729388236999512 7.0 +685.9768577792202 5586.42529296875 4.730279445648193 7.0 +685.9972904193055 5597.74365234375 4.731511116027832 7.0 +686.0177228594766 5590.46337890625 4.7301249504089355 7.0 +686.038155399714 5597.30126953125 4.7300872802734375 7.0 +686.0585880400176 5595.66357421875 4.731040954589844 7.0 +686.079020480407 5604.19921875 4.731268405914307 7.0 +686.0994530208627 5600.95849609375 4.730678558349609 7.0 +686.1198856613846 5601.14599609375 4.731321334838867 7.0 +686.1403181020069 5596.70361328125 4.729959487915039 7.0 +686.1607507426816 5603.80224609375 4.7314772605896 7.0 +686.1811832834501 5601.8720703125 4.7318243980407715 7.0 +686.2016157243052 5591.6416015625 4.729843616485596 7.0 +686.2220483651836 5589.3701171875 4.730106353759766 7.0 +686.2424809061849 5591.95703125 4.730311393737793 7.0 +686.2629133472583 5594.13037109375 4.730106353759766 7.0 +686.2833459883841 5608.91943359375 4.732048511505127 7.0 +686.3037785296037 5604.02783203125 4.732672214508057 7.0 +686.3242111708896 5604.7841796875 4.732048511505127 7.0 +686.344643612254 5603.81201171875 4.7306904792785645 7.0 +686.365076153721 5594.87548828125 4.731409549713135 7.0 +686.4059412368224 5594.72607421875 4.731062889099121 7.0 +686.4468064202447 5592.48828125 4.731719017028809 7.0 +686.46723896209 5601.99169921875 4.732369422912598 7.0 +686.4876714040074 5598.14697265625 4.731612682342529 7.0 +686.5081040459772 5604.24365234375 4.7317304611206055 7.0 +686.5489691301918 5614.64111328125 4.732832908630371 7.0 +686.5694016724083 5602.97900390625 4.732828140258789 7.0 +686.5898341147185 5612.4736328125 4.732084274291992 7.0 +686.6102667570885 5616.54345703125 4.7334065437316895 7.0 +686.6306992995378 5606.40771484375 4.732722759246826 7.0 +686.6511317420809 5617.4990234375 4.734619140625 7.0 +686.6715643846837 5613.64013671875 4.731816291809082 7.0 +686.6919969273658 5621.9658203125 4.733983993530273 7.0 +686.7124293701418 5615.95947265625 4.733251094818115 7.0 +686.7328620130065 5614.41552734375 4.733532428741455 7.0 +686.7532945559215 5620.2666015625 4.732953071594238 7.0 +686.7941596420278 5611.26416015625 4.733945369720459 7.0 +686.8145921851756 5614.18701171875 4.7336225509643555 7.0 +686.8350248284187 5613.1806640625 4.732905387878418 7.0 +686.8758898151573 5619.67041015625 4.7346510887146 7.0 +686.8963224586478 5623.875 4.733817100524902 7.0 +686.916754902224 5621.40087890625 4.733944892883301 7.0 +686.9371874458666 5616.15771484375 4.7341084480285645 7.0 +686.9984851772897 5625.251953125 4.735167026519775 7.0 +687.0189177212742 5623.546875 4.735351085662842 7.0 +687.0393502653169 5625.42919921875 4.7336225509643555 7.0 +687.0597828094542 5621.3369140625 4.735024929046631 7.0 +687.1006478979689 5629.2314453125 4.735007286071777 7.0 +687.1210804423463 5623.30712890625 4.734231472015381 7.0 +687.141512986811 5630.595703125 4.73596715927124 7.0 +687.1619455313485 5628.8203125 4.7364044189453125 7.0 +687.1823780759732 5633.45458984375 4.7356390953063965 7.0 +687.2028106206853 5620.42138671875 4.734914302825928 7.0 +687.2232432654637 5628.7158203125 4.734682559967041 7.0 +687.2436757103424 5629.9921875 4.735739231109619 7.0 +687.2641082553018 5624.8046875 4.735814571380615 7.0 +687.2845409003348 5630.70068359375 4.736114978790283 7.0 +687.3049733454609 5627.8359375 4.73629903793335 7.0 +687.3254058906678 5628.296875 4.735565185546875 7.0 +687.3458385359409 5630.361328125 4.735881328582764 7.0 +687.3662709813216 5641.8388671875 4.736922264099121 7.0 +687.3867036267766 5631.84228515625 4.737309455871582 7.0 +687.4071361723109 5632.79443359375 4.736522197723389 7.0 +687.427568617939 5631.2177734375 4.736215591430664 7.0 +687.4480012636486 5635.087890625 4.736739635467529 7.0 +687.488866255313 5625.2255859375 4.736449718475342 7.0 +687.5092989012774 5639.17431640625 4.737039089202881 7.0 +687.5297314473064 5640.41455078125 4.737833023071289 7.0 +687.5501639934446 5635.21826171875 4.735330581665039 7.0 +687.5705965396628 5640.15966796875 4.736917018890381 7.0 +687.5910290859465 5640.15576171875 4.737247943878174 7.0 +687.6318941788122 5639.0859375 4.737289905548096 7.0 +687.6523267253579 5637.37890625 4.737614631652832 7.0 +687.6727593719988 5628.68798828125 4.736654281616211 7.0 +687.6931919187264 5641.80322265625 4.736459255218506 7.0 +687.7136243655332 5639.5517578125 4.737520694732666 7.0 +687.7340570124288 5636.5576171875 4.736101150512695 7.0 +687.7544895594183 5648.42236328125 4.738260269165039 7.0 +687.774922006487 5638.37890625 4.737680912017822 7.0 +687.7953546536446 5639.58056640625 4.735687732696533 7.0 +687.8157871008952 5646.1484375 4.737998008728027 7.0 +687.8362197482056 5644.80029296875 4.737191200256348 7.0 +687.8566522956316 5646.248046875 4.73755407333374 7.0 +687.8770847431442 5648.53369140625 4.738231182098389 7.0 +687.8975173907165 5645.87353515625 4.738430500030518 7.0 +687.9179499383972 5641.2294921875 4.737516403198242 7.0 +687.9383823861717 5648.6708984375 4.737321376800537 7.0 +687.9588150340132 5645.158203125 4.737185478210449 7.0 +687.9792475819559 5643.91455078125 4.7372026443481445 7.0 +687.9996800299923 5648.8369140625 4.735522270202637 7.0 +688.0201126780958 5648.07177734375 4.737393379211426 7.0 +688.0405452263003 5637.68359375 4.737008094787598 7.0 +688.0609778745857 5645.69873046875 4.737658500671387 7.0 +688.0814103229714 5658.80029296875 4.738831996917725 7.0 +688.1018428714451 5651.50634765625 4.737726211547852 7.0 +688.1222755199997 5646.89453125 4.737813472747803 7.0 +688.14270796864 5641.99951171875 4.736897945404053 7.0 +688.1631405173757 5656.67236328125 4.738839149475098 7.0 +688.1835731661995 5648.3203125 4.738405227661133 7.0 +688.224438164114 5644.27490234375 4.738414287567139 7.0 +688.244870813207 5655.19580078125 4.739226341247559 7.0 +688.2857359116533 5658.517578125 4.737944602966309 7.0 +688.3061684610147 5648.16552734375 4.738164901733398 7.0 +688.3266010104635 5649.21044921875 4.737451076507568 7.0 +688.3470336600003 5648.23876953125 4.737794399261475 7.0 +688.3674661096447 5657.1767578125 4.739712715148926 7.0 +688.3878986593554 5652.66650390625 4.737288475036621 7.0 +688.4083313091687 5666.3681640625 4.740532398223877 7.0 +688.4287637590678 5664.12060546875 4.74032735824585 7.0 +688.4491964090557 5665.6220703125 4.740767002105713 7.0 +688.4900614093276 5659.51416015625 4.738577365875244 7.0 +688.510494059592 5663.31640625 4.739128112792969 7.0 +688.5309265099495 5661.73681640625 4.739790916442871 7.0 +688.551359060395 5654.40673828125 4.738466262817383 7.0 +688.5717917109359 5668.244140625 4.7401533126831055 7.0 +688.5922241615699 5649.7431640625 4.739336967468262 7.0 +688.6126567122992 5661.9658203125 4.739445209503174 7.0 +688.6330893631093 5655.8017578125 4.738733291625977 7.0 +688.6535218140198 5660.17724609375 4.73810338973999 7.0 +688.6739544650118 5657.4482421875 4.7396769523620605 7.0 +688.6943870161122 5662.84375 4.738733768463135 7.0 +688.7148195672999 5668.37548828125 4.7410888671875 7.0 +688.7352521185749 5664.13818359375 4.7389397621154785 7.0 +688.7556846699517 5652.36865234375 4.7384934425354 7.0 +688.7761172214086 5654.60009765625 4.7376885414123535 7.0 +688.7965497729674 5660.3857421875 4.739020347595215 7.0 +688.8169823246208 5672.82470703125 4.741446018218994 7.0 +688.8578475281975 5673.27587890625 4.739900588989258 7.0 +688.8782799801338 5660.8896484375 4.73965311050415 7.0 +688.898712632159 5669.6142578125 4.7402191162109375 7.0 +688.9191451842707 5664.21728515625 4.740139961242676 7.0 +688.9395776364981 5668.71044921875 4.741291522979736 7.0 +688.9600102887998 5661.29541015625 4.739792346954346 7.0 +688.9804428411953 5667.52490234375 4.740599155426025 7.0 +689.0008752937065 5671.20068359375 4.739178657531738 7.0 +689.0213079462847 5669.3447265625 4.740771293640137 7.0 +689.0621729517661 5666.53662109375 4.7408223152160645 7.0 +689.0826056046426 5664.5634765625 4.741100788116455 7.0 +689.1030380576049 5667.64208984375 4.741208076477051 7.0 +689.1234707106705 5675.0576171875 4.7414164543151855 7.0 +689.1439032638373 5667.59228515625 4.740085601806641 7.0 +689.1643357170906 5673.43310546875 4.739922046661377 7.0 +689.1847683704473 5664.873046875 4.740360260009766 7.0 +689.2052009239051 5674.23388671875 4.7412190437316895 7.0 +689.2256334774356 5664.3037109375 4.740377902984619 7.0 +689.2460660310826 5669.7529296875 4.74117374420166 7.0 +689.2664985848314 5672.4560546875 4.741992473602295 7.0 +689.2869312386465 5675.82763671875 4.741070747375488 7.0 +689.307363692591 5664.392578125 4.739129066467285 7.0 +689.3277962466236 5674.56396484375 4.741584777832031 7.0 +689.348228900737 5674.2685546875 4.740688800811768 7.0 +689.3686614549588 5671.93603515625 4.741973400115967 7.0 +689.3890939092889 5667.44384765625 4.74181604385376 7.0 +689.4095265636934 5673.41552734375 4.7421488761901855 7.0 +689.4299591182134 5673.81640625 4.743964195251465 7.0 +689.4708242275374 5662.00537109375 4.74178409576416 7.0 +689.4912567823412 5670.33740234375 4.7422661781311035 7.0 +689.5116893372397 5675.7099609375 4.742544174194336 7.0 +689.5321218922472 5676.10498046875 4.742659091949463 7.0 +689.5525544473494 5676.62060546875 4.742720127105713 7.0 +689.5729871025396 5680.59375 4.743010520935059 7.0 +689.593419557852 5673.111328125 4.7411322593688965 7.0 +689.6138521132452 5672.7568359375 4.741450786590576 7.0 +689.6342847687338 5672.40869140625 4.7425761222839355 7.0 +689.6547172243372 5674.98095703125 4.743142127990723 7.0 +689.6751497800287 5674.64208984375 4.741171360015869 7.0 +689.6955824358156 5678.19482421875 4.743969917297363 7.0 +689.7160148917174 5680.19091796875 4.7426629066467285 7.0 +689.7364475477007 5678.68359375 4.742183208465576 7.0 +689.7568800037989 5678.357421875 4.743064880371094 7.0 +689.7773125599924 5680.70458984375 4.740716457366943 7.0 +689.7977452162886 5690.6767578125 4.742414474487305 7.0 +689.8181776726706 5683.54833984375 4.742143154144287 7.0 +689.8386102291697 5675.55322265625 4.742361545562744 7.0 +689.8590428857569 5679.70751953125 4.742850303649902 7.0 +689.8794753424445 5678.49951171875 4.74277925491333 7.0 +689.899907899242 5679.08056640625 4.743095874786377 7.0 +689.920340556142 5687.38427734375 4.7432475090026855 7.0 +689.9407731131214 5683.22119140625 4.743495941162109 7.0 +689.9612056702244 5676.6103515625 4.74310302734375 7.0 +689.9816382274294 5680.20263671875 4.742557525634766 7.0 +690.0020707847143 5677.056640625 4.743310451507568 7.0 +690.0225034421164 5675.17333984375 4.744433403015137 7.0 +690.0838011149244 5681.8115234375 4.743773460388184 7.0 +690.1042335727398 5689.20751953125 4.745716094970703 7.0 +690.1246662306439 5679.94775390625 4.742471694946289 7.0 +690.1450987886492 5676.86669921875 4.74457311630249 7.0 +690.1655312467701 5686.322265625 4.743856430053711 7.0 +690.206396463298 5676.58056640625 4.74324893951416 7.0 +690.2268289217245 5679.5048828125 4.739909648895264 7.0 +691.1462944593222 5683.33935546875 4.74290657043457 7.0 +691.1871595860357 5698.42626953125 4.745860576629639 7.0 +691.2075921495489 5698.61669921875 4.745819568634033 7.0 +691.2280247131712 5687.22705078125 4.7448835372924805 7.0 +691.2484573769107 5689.7099609375 4.745813369750977 7.0 +691.268889840765 5684.29345703125 4.7450995445251465 7.0 +691.289322404722 5693.59521484375 4.745555877685547 7.0 +691.3097550687744 5695.0830078125 4.746274471282959 7.0 +691.3301875329635 5693.681640625 4.7454071044921875 7.0 +691.3506200972552 5690.2919921875 4.746049404144287 7.0 +691.3710527616495 5697.890625 4.7461748123168945 7.0 +691.3914852261587 5691.5380859375 4.746406078338623 7.0 +691.4119178907786 5694.14306640625 4.745905876159668 7.0 +691.4323504555068 5689.5673828125 4.745222091674805 7.0 +691.4527829203507 5683.96630859375 4.7453293800354 7.0 +691.4732155853053 5688.826171875 4.745538234710693 7.0 +691.4936481503755 5692.81982421875 4.7465033531188965 7.0 +691.5140806155468 5693.38232421875 4.74647331237793 7.0 +691.5345132808361 5690.62255859375 4.745883464813232 7.0 +691.5549458462265 5686.060546875 4.746091842651367 7.0 +691.5753784117405 5695.48779296875 4.747177600860596 7.0 +691.5958109773637 5689.6708984375 4.747458457946777 7.0 +691.6162435431106 5694.91064453125 4.747033596038818 7.0 +691.6366761089521 5687.58056640625 4.747226238250732 7.0 +691.65710867491 5695.07861328125 4.7472710609436035 7.0 +691.677541240977 5714.388671875 4.749143123626709 7.0 +691.6979738071677 5693.8232421875 4.746700763702393 7.0 +691.7184063734676 5696.07568359375 4.747331619262695 7.0 +691.7388389398839 5692.6025390625 4.747848987579346 7.0 +691.759271506402 5690.7568359375 4.747993469238281 7.0 +691.7797040730438 5692.14599609375 4.747558116912842 7.0 +691.8001366397875 5701.1318359375 4.747835159301758 7.0 +691.8205693066557 5695.0830078125 4.74856424331665 7.0 +691.8410017736387 5684.55615234375 4.747232913970947 7.0 +691.8614344407179 5700.560546875 4.748591899871826 7.0 +691.8818670079272 5704.09228515625 4.74896764755249 7.0 +691.9022994752522 5703.921875 4.749813079833984 7.0 +691.9227321426879 5697.75537109375 4.749453544616699 7.0 +691.9431647102319 5695.4453125 4.748641490936279 7.0 +691.9635971779062 5694.45556640625 4.748658180236816 7.0 +691.9840298456766 5703.22607421875 4.749636173248291 7.0 +692.0044624135699 5693.658203125 4.748398780822754 7.0 +692.0248948815788 5699.4755859375 4.749300479888916 7.0 +692.0453275496984 5695.001953125 4.748960494995117 7.0 +692.065760117941 5691.11279296875 4.748512268066406 7.0 +692.0861927862861 5698.03955078125 4.748865127563477 7.0 +692.1066252547535 5692.48486328125 4.748713970184326 7.0 +692.1270578233452 5695.80615234375 4.748874187469482 7.0 +692.1474904920397 5699.1474609375 4.7497758865356445 7.0 +692.1679229608562 5690.3740234375 4.748653411865234 7.0 +692.1883555297973 5699.5 4.749332427978516 7.0 +692.2087881988409 5700.23388671875 4.749976634979248 7.0 +692.229220767993 5698.62255859375 4.749323844909668 7.0 +692.2496532372825 5697.31640625 4.749545097351074 7.0 +692.2700859066899 5694.19775390625 4.749082565307617 7.0 +692.2905184761767 5698.8935546875 4.750004768371582 7.0 +692.3109510458162 5691.4892578125 4.7498345375061035 7.0 +692.3313836155721 5698.525390625 4.749685764312744 7.0 +692.3518160854364 5689.58349609375 4.748847007751465 7.0 +692.372248755426 5702.01318359375 4.750082969665527 7.0 +692.3926813255166 5694.490234375 4.749161720275879 7.0 +692.4131137957447 5693.5595703125 4.749507904052734 7.0 +692.433546466069 5695.9931640625 4.749807357788086 7.0 +692.4539790365234 5691.193359375 4.749587535858154 7.0 +692.4744117070877 5691.21240234375 4.748889446258545 7.0 +692.5152767485852 5701.07373046875 4.750020980834961 7.0 +692.535709419506 5689.57421875 4.749652862548828 7.0 +692.5561418905563 5694.31884765625 4.750236511230469 7.0 +692.5765744617238 5689.02734375 4.74912691116333 7.0 +692.5970071329866 5690.2890625 4.7496466636657715 7.0 +692.6174396044007 5691.53564453125 4.749093532562256 7.0 +692.6378721759247 5689.5576171875 4.749753952026367 7.0 +692.6583048475441 5703.66650390625 4.750805854797363 7.0 +692.6787373193074 5685.92626953125 4.749413967132568 7.0 +692.6991699911814 5692.99658203125 4.750478267669678 7.0 +692.7196025631783 5692.60302734375 4.750096797943115 7.0 +692.7400351352917 5694.80810546875 4.7508745193481445 7.0 +692.7604677075287 5682.90087890625 4.7496232986450195 7.0 +692.7809002798895 5701.08203125 4.751394748687744 7.0 +692.8013328523521 5692.49658203125 4.750283241271973 7.0 +692.8217654249529 5693.150390625 4.751392364501953 7.0 +692.8421979976774 5692.7734375 4.751051902770996 7.0 +692.8626305705184 5690.9375 4.750885963439941 7.0 +692.8830631434685 5692.14111328125 4.7505340576171875 7.0 +692.9034957165422 5689.43408203125 4.7503132820129395 7.0 +692.923928289747 5688.07470703125 4.750647068023682 7.0 +692.9443608630609 5695.6982421875 4.751742362976074 7.0 +692.964793436513 5688.431640625 4.750617027282715 7.0 +692.9852261100677 5695.11181640625 4.7510504722595215 7.0 +693.0056585837592 5682.62890625 4.749519348144531 7.0 +693.0465238314791 5687.4111328125 4.750787734985352 7.0 +693.0669563055344 5688.48876953125 4.751057147979736 7.0 +693.0873888797141 5693.22998046875 4.75153112411499 7.0 +693.1078215539965 5686.58251953125 4.750819206237793 7.0 +693.1282540284155 5680.8515625 4.750277519226074 7.0 +693.1486867029453 5685.51611328125 4.750837802886963 7.0 +693.1691192776198 5691.54833984375 4.751490592956543 7.0 +693.1895517524026 5680.63037109375 4.750301837921143 7.0 +693.2099844273107 5686.50146484375 4.750879764556885 7.0 +693.2304170023344 5694.39501953125 4.751357555389404 7.0 +693.2508495774673 5689.4072265625 4.750710487365723 7.0 +693.271282152753 5690.56591796875 4.750744342803955 7.0 +693.2917147281551 5687.23486328125 4.750489711761475 7.0 +693.3121473036808 5688.79541015625 4.7509026527404785 7.0 +693.3325798793303 5693.76904296875 4.7514214515686035 7.0 +693.3530124550962 5691.45263671875 4.750393867492676 7.0 +693.3734451309865 5686.4970703125 4.7501397132873535 7.0 +693.3938776070136 5685.9501953125 4.750170707702637 7.0 +693.4143101831432 5684.1357421875 4.750219821929932 7.0 +693.4347428594119 5683.8046875 4.750349044799805 7.0 +693.4756079123254 5683.32421875 4.750407695770264 7.0 +693.4960405889578 5679.3720703125 4.750476837158203 7.0 +693.516473065727 5680.66162109375 4.749527454376221 7.0 +693.536905642628 5681.041015625 4.749144554138184 7.0 +693.5573383196243 5686.1884765625 4.750692367553711 7.0 +693.5777707967864 5682.1318359375 4.750133037567139 7.0 +693.5982034740446 5679.6494140625 4.7491912841796875 7.0 +693.6186360514257 5679.705078125 4.749243259429932 7.0 +693.6390685289516 5684.47998046875 4.749913692474365 7.0 +693.6595012065955 5685.890625 4.750010013580322 7.0 +693.7003662622665 5683.1572265625 4.750167369842529 7.0 +693.7412315184338 5675.16357421875 4.748961448669434 7.0 +693.7616639967164 5678.35009765625 4.749326705932617 7.0 +693.7820966751024 5684.28369140625 4.749868392944336 7.0 +693.8025292536258 5684.2158203125 4.750020980834961 7.0 +693.8229619322883 5676.39306640625 4.749720573425293 7.0 +693.8433944110584 5671.30126953125 4.748815536499023 7.0 +693.8638269899675 5682.38623046875 4.749516010284424 7.0 +693.8842596690083 5670.810546875 4.747890472412109 7.0 +693.9046921481786 5663.158203125 4.748414993286133 7.0 +693.9251247274733 5672.27685546875 4.749299049377441 7.0 +693.9455574068779 5678.03173828125 4.7498250007629395 7.0 +693.96598998642 5674.01953125 4.749438762664795 7.0 +693.9864224660996 5668.03515625 4.748826026916504 7.0 +694.0272877258321 5666.26513671875 4.748428821563721 7.0 +694.0477203058908 5669.00732421875 4.748493671417236 7.0 +694.068152886095 5667.3759765625 4.748341083526611 7.0 +694.0885854663939 5667.1376953125 4.749117374420166 7.0 +694.1090181468462 5673.1005859375 4.749103546142578 7.0 +694.129450627428 5657.3427734375 4.74774169921875 7.0 +694.1498832081197 5669.88916015625 4.748974323272705 7.0 +694.1703157889642 5663.9853515625 4.747847557067871 7.0 +694.1907483699251 5666.5810546875 4.749181270599365 7.0 +694.2111809510243 5667.48828125 4.7483954429626465 7.0 +694.2316135322471 5667.23046875 4.748699188232422 7.0 +694.2520461135864 5665.40185546875 4.747981548309326 7.0 +694.2724787950647 5662.318359375 4.748358249664307 7.0 +694.2929112766942 5669.62451171875 4.748749732971191 7.0 +694.3133438584409 5663.3095703125 4.74906587600708 7.0 +694.3337765402975 5664.60888671875 4.748409271240234 7.0 +694.3542090223054 5654.4638671875 4.747836112976074 7.0 +694.3746416044305 5665.84814453125 4.7494282722473145 7.0 +694.3950742866946 5659.2734375 4.747856616973877 7.0 +694.4155067690808 5654.06591796875 4.748010635375977 7.0 +694.4359394516141 5668.373046875 4.749250411987305 7.0 +694.4563720342558 5666.00732421875 4.749112129211426 7.0 +694.4972371999611 5656.7705078125 4.74843168258667 7.0 +694.5176697830102 5661.5634765625 4.7488250732421875 7.0 +694.5381023662121 5658.033203125 4.747604846954346 7.0 +694.5585349495304 5661.9990234375 4.748164653778076 7.0 +694.578967532987 5657.67138671875 4.748424530029297 7.0 +694.5994001165673 5662.4560546875 4.7492594718933105 7.0 +694.6198328002647 5659.08935546875 4.748917579650879 7.0 +694.6402652840989 5652.052734375 4.747372150421143 7.0 +694.6606979680582 5648.7919921875 4.747796535491943 7.0 +694.6811305521842 5649.4140625 4.748519420623779 7.0 +694.7015630364331 5650.7626953125 4.7490644454956055 7.0 +694.7219957207999 5648.6708984375 4.7482452392578125 7.0 +694.7424283053115 5652.17822265625 4.748671531677246 7.0 +694.7832934747348 5642.6513671875 4.747446060180664 7.0 +694.8037260596175 5645.779296875 4.747822284698486 7.0 +694.8241585446813 5645.84130859375 4.748280048370361 7.0 +694.844591229863 5667.30078125 4.750046253204346 7.0 +694.885456400596 5648.384765625 4.748132705688477 7.0 +694.9058889861844 5644.154296875 4.748111724853516 7.0 +694.9263214718812 5638.74365234375 4.747623920440674 7.0 +694.9467541577324 5641.8857421875 4.748161792755127 7.0 +694.9671867436991 5646.3046875 4.747992992401123 7.0 +694.9876193298041 5650.3203125 4.748779296875 7.0 +695.008051916062 5635.39990234375 4.747554302215576 7.0 +695.0284845024653 5661.09814453125 4.7497758865356445 7.0 +695.0489170889778 5636.08544921875 4.747677326202393 7.0 +695.0693496756139 5642.99267578125 4.747843265533447 7.0 +695.0897822624247 5647.0166015625 4.748217582702637 7.0 +695.1102149493163 5634.9150390625 4.745860576629639 7.0 +695.130647536389 5632.22265625 4.746342658996582 7.0 +695.1510800236065 5636.75048828125 4.747081279754639 7.0 +695.1715127109346 5626.650390625 4.745949745178223 7.0 +695.1919452983857 5628.1201171875 4.746084690093994 7.0 +695.2123777860106 5638.3076171875 4.74744987487793 7.0 +695.2328104737171 5635.11328125 4.747074127197266 7.0 +695.2532430616047 5629.2421875 4.746312618255615 7.0 +695.2736755496371 5634.921875 4.74599027633667 7.0 +695.2941082377802 5633.33984375 4.745304584503174 7.0 +695.3349735144875 5638.986328125 4.74791955947876 7.0 +695.3554060030656 5628.443359375 4.746364116668701 7.0 +695.375838591739 5623.0302734375 4.745988845825195 7.0 +695.3962712805805 5638.2490234375 4.746698379516602 7.0 +695.4167037695443 5627.65576171875 4.745934963226318 7.0 +695.4371363586833 5624.75048828125 4.746517181396484 7.0 +695.4575690479105 5625.40771484375 4.745572090148926 7.0 +695.4780015373035 5624.23876953125 4.74517822265625 7.0 +695.4984341268209 5622.58984375 4.74533748626709 7.0 +695.5392993062851 5620.80126953125 4.745188236236572 7.0 +695.5597319962399 5612.73779296875 4.744370460510254 7.0 +695.5801644863095 5626.2138671875 4.74545431137085 7.0 +695.6005970765182 5622.908203125 4.745504856109619 7.0 +695.6210297668804 5617.19873046875 4.745604991912842 7.0 +695.6414622573866 5622.68310546875 4.746120929718018 7.0 +695.6618948480027 5623.63330078125 4.745265483856201 7.0 +695.6823275387724 5613.43115234375 4.745230197906494 7.0 +695.7027601296868 5615.7509765625 4.745462417602539 7.0 +695.7231927207395 5607.95703125 4.744265079498291 7.0 +695.7436253119449 5616.2919921875 4.745562553405762 7.0 +695.7640579032595 5613.740234375 4.744936466217041 7.0 +695.7844904947269 5612.4833984375 4.745039463043213 7.0 +695.8049230863398 5609.35498046875 4.743732452392578 7.0 +695.8253556780983 5616.3583984375 4.745101451873779 7.0 +695.8457883699957 5614.59619140625 4.745328426361084 7.0 +695.8662208620153 5614.509765625 4.745326995849609 7.0 +695.886653454203 5613.1201171875 4.7451372146606445 7.0 +695.9070861465152 5611.7548828125 4.745628356933594 7.0 +695.9275186389714 5611.66943359375 4.745584487915039 7.0 +695.9479513315382 5607.87939453125 4.744416236877441 7.0 +695.9683839242862 5608.65869140625 4.744449615478516 7.0 +695.9888164171789 5608.44189453125 4.744839668273926 7.0 +696.0296817033377 5607.25634765625 4.745167255401611 7.0 +696.0501141966379 5603.2080078125 4.744812965393066 7.0 +696.0705468901069 5599.3828125 4.7438273429870605 7.0 +696.0909794836989 5605.49072265625 4.743722438812256 7.0 +696.1114119774065 5599.58837890625 4.743307590484619 7.0 +696.131844671283 5606.30029296875 4.743963241577148 7.0 +696.1522771652817 5603.37890625 4.744794845581055 7.0 +696.1931424537397 5592.97265625 4.742676734924316 7.0 +696.2135750481757 5600.55615234375 4.744760990142822 7.0 +696.2340076427863 5608.5380859375 4.74456787109375 7.0 +696.2544402375061 5601.7392578125 4.7444682121276855 7.0 +696.2748728323495 5603.22216796875 4.744993686676025 7.0 +696.2953054273967 5598.353515625 4.744893550872803 7.0 +696.315738022553 5596.73291015625 4.743709087371826 7.0 +696.336170617833 5601.55908203125 4.745013236999512 7.0 +696.3566033132884 5592.56787109375 4.743948459625244 7.0 +696.3770358088514 5592.68017578125 4.74405574798584 7.0 +696.3974685045978 5592.7578125 4.74312162399292 7.0 +696.4179011004599 5594.2978515625 4.743536949157715 7.0 +696.4587662926424 5595.306640625 4.74437141418457 7.0 +696.4791988889701 5595.578125 4.744078636169434 7.0 +696.4996313854062 5585.07763671875 4.742608547210693 7.0 +696.5200640820258 5592.7060546875 4.743943214416504 7.0 +696.540496678761 5588.173828125 4.743841171264648 7.0 +696.5609291756627 5601.99169921875 4.745625972747803 7.0 +696.5813618726897 5595.82080078125 4.743929862976074 7.0 +696.6017944698615 5589.72509765625 4.7444329261779785 7.0 +696.6222271671722 5596.26904296875 4.745639324188232 7.0 +696.6630922622717 5593.97412109375 4.7451581954956055 7.0 +696.683524960019 5581.2109375 4.743758678436279 7.0 +696.7039574579467 5584.4287109375 4.743645191192627 7.0 +696.7243900559915 5584.55224609375 4.743804454803467 7.0 +696.7448227541754 5579.9150390625 4.7437424659729 7.0 +696.7652552525396 5579.01904296875 4.743039608001709 7.0 +696.7856878510211 5582.72314453125 4.742615222930908 7.0 +696.8061204496698 5574.525390625 4.742734432220459 7.0 +696.8265530484423 5581.00048828125 4.743292331695557 7.0 +696.8469857473829 5584.15478515625 4.743649482727051 7.0 +696.8674183464755 5574.3037109375 4.743152141571045 7.0 +696.9082835450681 5579.48681640625 4.7429680824279785 7.0 +696.92871614459 5582.60302734375 4.743050575256348 7.0 +696.9491486442639 5587.1220703125 4.744223594665527 7.0 +696.9695813440776 5572.2490234375 4.742253303527832 7.0 +696.9900139440433 5571.80517578125 4.742292881011963 7.0 +697.0104466441553 5573.0126953125 4.742005825042725 7.0 +697.0308791444113 5580.45849609375 4.743282318115234 7.0 +697.071744445384 5565.849609375 4.741652011871338 7.0 +697.0921769460983 5574.89453125 4.742850303649902 7.0 +697.1126095469372 5583.3583984375 4.7435197830200195 7.0 +697.1330422479514 5577.640625 4.743056774139404 7.0 +697.1534747491096 5572.41748046875 4.742861270904541 7.0 +697.1739073504068 5569.05078125 4.742941379547119 7.0 +697.1943400518576 5564.818359375 4.742311000823975 7.0 +697.2147725534742 5578.19189453125 4.7432966232299805 7.0 +697.235205255216 5570.19580078125 4.741603851318359 7.0 +697.2556378571026 5573.49560546875 4.742823600769043 7.0 +697.276070359163 5572.39111328125 4.742530822753906 7.0 +697.2965030613632 5566.68896484375 4.742053031921387 7.0 +697.3169356636863 5574.0263671875 4.742650985717773 7.0 +697.3373682661768 5580.2490234375 4.742693901062012 7.0 +697.3578008688492 5579.62548828125 4.743688106536865 7.0 +697.3782334716379 5573.77490234375 4.743523120880127 7.0 +697.3986660745941 5580.0908203125 4.743119239807129 7.0 +697.419098677703 5573.791015625 4.742800235748291 7.0 +697.4395312809575 5573.2578125 4.742366790771484 7.0 +697.4599638843501 5574.7373046875 4.742915630340576 7.0 +697.4803964878956 5574.50537109375 4.743121147155762 7.0 +697.5008290916157 5572.28466796875 4.742751598358154 7.0 +697.5212617954458 5565.16943359375 4.742122173309326 7.0 +697.5416942994852 5570.55712890625 4.74275541305542 7.0 +697.5621269036419 5566.01025390625 4.741769790649414 7.0 +697.5825596079376 5564.4296875 4.741583824157715 7.0 +697.6029921124136 5562.65087890625 4.7422285079956055 7.0 +697.623424717036 5574.26025390625 4.743393898010254 7.0 +697.6438574217973 5574.57568359375 4.744882583618164 7.0 +697.6642899267099 5569.556640625 4.74350118637085 7.0 +697.6847226317623 5572.32666015625 4.7435503005981445 7.0 +697.7051552369958 5574.6474609375 4.7436418533325195 7.0 +697.7255877424031 5563.0634765625 4.742265701293945 7.0 +697.7460204479285 5571.64306640625 4.743316173553467 7.0 +697.7664530535912 5566.3037109375 4.742179870605469 7.0 +697.7868855594352 5570.3466796875 4.742494106292725 7.0 +697.8073182654189 5571.83447265625 4.742891788482666 7.0 +697.8277508715546 5573.98388671875 4.7431817054748535 7.0 +697.848183477865 5571.69140625 4.74283504486084 7.0 +697.8686160843208 5573.76513671875 4.743518352508545 7.0 +697.8890486909149 5569.61962890625 4.743048667907715 7.0 +697.9094813976626 5564.8818359375 4.742249488830566 7.0 +697.9503465116431 5563.5048828125 4.743449687957764 7.0 +697.9707792188565 5567.9873046875 4.743279933929443 7.0 +697.9912118262364 5573.51416015625 4.74357271194458 7.0 +698.0116443337683 5571.56005859375 4.743958950042725 7.0 +698.0320769414466 5576.6279296875 4.7439117431640625 7.0 +698.0933748654352 5570.9765625 4.743518352508545 7.0 +698.1342400821813 5564.36767578125 4.742637634277344 7.0 +698.1546726907909 5575.49609375 4.7444167137146 7.0 +698.175105199567 5572.8271484375 4.744471549987793 7.0 +698.1955379084975 5577.6240234375 4.7444915771484375 7.0 +698.2159705175727 5568.47509765625 4.743572235107422 7.0 +698.2364030268218 5568.3828125 4.74341344833374 7.0 +698.2568357362106 5563.35107421875 4.743037223815918 7.0 +698.2772683457515 5564.060546875 4.744068622589111 7.0 +698.297700855459 5563.3740234375 4.743973731994629 7.0 +698.3181335653207 5574.283203125 4.74461555480957 7.0 +698.3385661753564 5567.46044921875 4.744145393371582 7.0 +698.358998885531 5573.63720703125 4.744277000427246 7.0 +698.3998640063583 5580.0634765625 4.74501371383667 7.0 +698.4202967169986 5572.0693359375 4.743407726287842 7.0 +698.4407292277901 5581.38720703125 4.745357990264893 7.0 +698.4611618387571 5569.70068359375 4.744601249694824 7.0 +698.4815945498631 5571.97314453125 4.743614196777344 7.0 +698.5020270611494 5573.02783203125 4.744161128997803 7.0 +698.5224596726111 5580.9814453125 4.74636697769165 7.0 +698.5428923841828 5582.69287109375 4.746989727020264 7.0 +698.5633249959355 5574.1474609375 4.744890213012695 7.0 +698.5837576078338 5587.1689453125 4.744961261749268 7.0 +698.6041902198995 5574.953125 4.744338035583496 7.0 +698.624622832147 5574.37646484375 4.744937896728516 7.0 +698.6450555445044 5584.09130859375 4.746004104614258 7.0 +698.6654880570713 5581.05322265625 4.745555400848389 7.0 +698.6859206697554 5568.71142578125 4.744828224182129 7.0 +698.7063532826432 5572.58056640625 4.7443952560424805 7.0 +698.7267858956402 5578.59326171875 4.744985580444336 7.0 +698.7472184088474 5583.71435546875 4.745725631713867 7.0 +698.7676511221725 5573.98388671875 4.7452311515808105 7.0 +698.7880837356643 5572.8876953125 4.7463154792785645 7.0 +698.8085164493386 5579.3154296875 4.7446699142456055 7.0 +698.828948963157 5582.095703125 4.746831893920898 7.0 +698.8493815771435 5580.86865234375 4.74802827835083 7.0 +698.8698142912544 5592.13330078125 4.746277332305908 7.0 +698.8902468055676 5587.14306640625 4.74583625793457 7.0 +698.9106794200197 5580.92431640625 4.745754718780518 7.0 +698.9311121346545 5587.1171875 4.748512268066406 7.0 +698.9515446494333 5583.24169921875 4.745949745178223 7.0 +698.9719773643519 5593.7353515625 4.748548984527588 7.0 +699.0128425947187 5583.11865234375 4.745630741119385 7.0 +699.0332752101676 5586.05419921875 4.746277809143066 7.0 +699.053707825733 5582.798828125 4.747616767883301 7.0 +699.0741404415021 5570.23291015625 4.7454962730407715 7.0 +699.1150056734696 5586.08154296875 4.749141693115234 7.0 +699.135438289697 5576.98291015625 4.747361183166504 7.0 +699.1558710060781 5582.35498046875 4.750291347503662 7.0 +699.1763035226613 5580.89404296875 4.748711585998535 7.0 +699.1967362393552 5582.93359375 4.748074054718018 7.0 +699.2171688562594 5592.548828125 4.74880838394165 7.0 +699.2376013733083 5587.0224609375 4.74982213973999 7.0 +699.258034090497 5597.94482421875 4.750123023986816 7.0 +699.2784667078959 5584.17822265625 4.747948169708252 7.0 +699.2988992254104 5589.318359375 4.749503135681152 7.0 +699.3193319430939 5586.50244140625 4.748839855194092 7.0 +699.3397645609584 5588.7900390625 4.74894380569458 7.0 +699.3601970789969 5596.67041015625 4.749818801879883 7.0 +699.380629797146 5584.697265625 4.748319625854492 7.0 +699.4010623155336 5592.45556640625 4.749509811401367 7.0 +699.4214950340393 5590.83642578125 4.749197006225586 7.0 +699.4419276527115 5593.75341796875 4.74892520904541 7.0 +699.4623601715648 5591.23388671875 4.749420166015625 7.0 +699.4827928905361 5588.67578125 4.749449253082275 7.0 +699.5032255097321 5612.79541015625 4.7512030601501465 7.0 +699.5236580290511 5598.1357421875 4.749037742614746 7.0 +699.5440907485463 5593.07666015625 4.748763084411621 7.0 +699.564523368208 5600.83251953125 4.749087333679199 7.0 +699.6053886080117 5602.373046875 4.74989128112793 7.0 +699.6258212281973 5604.29736328125 4.749479293823242 7.0 +699.6462539485074 5595.3505859375 4.748761177062988 7.0 +699.6666864689905 5613.38037109375 4.7503228187561035 7.0 +699.6871190896418 5600.07763671875 4.749411106109619 7.0 +699.7075518104757 5589.87744140625 4.748707294464111 7.0 +699.7279844314253 5599.5400390625 4.74965763092041 7.0 +699.7484169525997 5594.279296875 4.748126983642578 7.0 +699.7688496738992 5587.9638671875 4.748177528381348 7.0 +699.7892822953727 5603.05419921875 4.748978614807129 7.0 +699.8097148170127 5595.4619140625 4.7498345375061035 7.0 +699.8301475388362 5601.89794921875 4.749499797821045 7.0 +699.8914454052865 5601.08154296875 4.749410152435303 7.0 +699.9118780277495 5597.283203125 4.750401973724365 7.0 +699.9323106503798 5608.1396484375 4.750889778137207 7.0 +699.9527432732502 5602.24365234375 4.750754356384277 7.0 +699.9731758962371 5609.51416015625 4.751209259033203 7.0 +699.9936085193913 5604.7626953125 4.7505574226379395 7.0 +700.0140411426692 5606.8310546875 4.750893592834473 7.0 +700.0344736661791 5615.111328125 4.751840591430664 7.0 +700.0753390136597 5610.34716796875 4.750588893890381 7.0 +700.0957717376295 5594.14892578125 4.750368595123291 7.0 +700.1162042617798 5601.95947265625 4.7503485679626465 7.0 +700.1366368861054 5615.97119140625 4.752671241760254 7.0 +700.1979347600645 5616.28515625 4.7525177001953125 7.0 +700.2183674850821 5613.1162109375 4.751540184020996 7.0 +700.2388001102227 5612.22265625 4.752297878265381 7.0 +700.2592326355953 5613.28271484375 4.7527995109558105 7.0 +700.2796653610785 5617.6171875 4.752561092376709 7.0 +700.3000979867429 5612.50048828125 4.7526469230651855 7.0 +700.3205306126401 5616.5830078125 4.75312614440918 7.0 +700.3409632385883 5609.25634765625 4.751349449157715 7.0 +700.3613958647766 5617.04443359375 4.752685546875 7.0 +700.3818285911402 5612.99951171875 4.751979351043701 7.0 +700.4022611176697 5608.6943359375 4.751534461975098 7.0 +700.4226937443818 5613.80029296875 4.753167629241943 7.0 +700.4431264712694 5616.90771484375 4.752864360809326 7.0 +700.4635589982645 5615.7529296875 4.752387046813965 7.0 +700.4839916255005 5621.01708984375 4.752780914306641 7.0 +700.5044243528537 5626.28466796875 4.754029750823975 7.0 +700.5248568804309 5623.6669921875 4.753629684448242 7.0 +700.5452896081333 5617.88134765625 4.753837585449219 7.0 +700.5657221360088 5617.94384765625 4.753641605377197 7.0 +700.5861547640525 5625.578125 4.754435062408447 7.0 +700.6065874922788 5615.15478515625 4.752834320068359 7.0 +700.6270201206789 5625.822265625 4.753722190856934 7.0 +700.6474526493039 5629.81396484375 4.754630088806152 7.0 +700.667885378054 5621.32275390625 4.754047870635986 7.0 +700.6883179069191 5619.03173828125 4.753360748291016 7.0 +700.7087505360105 5617.34130859375 4.752935886383057 7.0 +700.7291832652845 5623.75048828125 4.754520893096924 7.0 +700.7496157947317 5627.66748046875 4.754705429077148 7.0 +700.7700485243477 5626.27392578125 4.754712104797363 7.0 +700.7904811541448 5633.666015625 4.754699230194092 7.0 +700.8109137840584 5630.095703125 4.755550861358643 7.0 +700.8517790444603 5634.29736328125 4.754806995391846 7.0 +700.8722116749559 5626.35986328125 4.754850387573242 7.0 +700.8926444055614 5636.90478515625 4.755389213562012 7.0 +700.9130769364056 5624.4453125 4.7544755935668945 7.0 +700.9335095674251 5640.25 4.756019115447998 7.0 +700.9539422985545 5637.27685546875 4.756793022155762 7.0 +700.9743748299225 5631.44921875 4.755701065063477 7.0 +701.0152401931191 5637.9052734375 4.7554426193237305 7.0 +701.0356727249527 5627.150390625 4.755011558532715 7.0 +701.0561054569553 5625.12158203125 4.755092144012451 7.0 +701.0765380891971 5637.62255859375 4.755901336669922 7.0 +701.096970613522 5637.703125 4.755359649658203 7.0 +701.1174033460557 5631.32666015625 4.75559139251709 7.0 +701.1378359788141 5631.953125 4.754887104034424 7.0 +701.1582685117537 5643.41650390625 4.756547927856445 7.0 +701.178701244804 5630.5419921875 4.7555108070373535 7.0 +701.1991338780936 5632.73046875 4.756377220153809 7.0 +701.2399991451384 5637.77392578125 4.756495952606201 7.0 +701.2604317788864 5640.1787109375 4.756270885467529 7.0 +701.2808644128745 5627.318359375 4.755934715270996 7.0 +701.30129704703 5634.2197265625 4.755980491638184 7.0 +701.3217296813091 5632.685546875 4.755825042724609 7.0 +701.342162315821 5642.5078125 4.756550312042236 7.0 +701.3625949505076 5639.49365234375 4.756635665893555 7.0 +701.3830275853616 5640.013671875 4.756714344024658 7.0 +701.40346032034 5640.27978515625 4.756465911865234 7.0 +701.4238928555424 5653.86669921875 4.757667541503906 7.0 +701.4443255909282 5645.751953125 4.7570061683654785 7.0 +701.4647582264879 5641.201171875 4.7567267417907715 7.0 +701.4851907622215 5647.12158203125 4.756591320037842 7.0 +701.5056234981239 5637.96044921875 4.756703853607178 7.0 +701.5260561342075 5644.18798828125 4.757395267486572 7.0 +701.5464886704576 5649.18701171875 4.758101940155029 7.0 +701.5669214068912 5641.3251953125 4.757678031921387 7.0 +701.5873540434986 5644.75537109375 4.757818698883057 7.0 +701.6282193172883 5644.41650390625 4.757504940032959 7.0 +701.6486519544196 5638.48486328125 4.758254528045654 7.0 +701.669084691719 5638.9775390625 4.7579450607299805 7.0 +701.689517229257 5650.345703125 4.758969306945801 7.0 +701.7099498669704 5644.3017578125 4.759050369262695 7.0 +701.7303826047937 5643.09130859375 4.758291721343994 7.0 +701.7508151428556 5651.9931640625 4.759517669677734 7.0 +701.7712477810346 5636.3154296875 4.758950233459473 7.0 +701.8121130580257 5652.8134765625 4.759430885314941 7.0 +701.8325457967876 5648.2568359375 4.7594523429870605 7.0 +701.8529784357161 5644.880859375 4.758957862854004 7.0 +701.8938437141114 5657.84228515625 4.760678768157959 7.0 +701.9142762536212 5662.42919921875 4.761242866516113 7.0 +701.9347088932554 5668.01123046875 4.761510372161865 7.0 +701.9551416331233 5649.60400390625 4.760415077209473 7.0 +701.996006813315 5661.97216796875 4.761160373687744 7.0 +702.0164395536485 5652.861328125 4.760879039764404 7.0 +702.0368721942068 5653.216796875 4.760469913482666 7.0 +702.057304834947 5650.02880859375 4.760245323181152 7.0 +702.0777374758618 5649.58837890625 4.760903835296631 7.0 +702.098170116944 5661.7509765625 4.762989044189453 7.0 +702.118602858267 5656.048828125 4.761013031005859 7.0 +702.1390353997049 5659.427734375 4.761964321136475 7.0 +702.1594680413691 5663.939453125 4.76211404800415 7.0 +702.1799007831578 5658.646484375 4.761966228485107 7.0 +702.2003333251778 5658.2578125 4.762085914611816 7.0 +702.2411987097366 5666.90576171875 4.761905193328857 7.0 +702.2616312522805 5664.05029296875 4.76126766204834 7.0 +702.2820639949932 5661.65869140625 4.761484146118164 7.0 +702.3024966378871 5654.7392578125 4.76108455657959 7.0 +702.322929181013 5664.880859375 4.762698650360107 7.0 +702.3433619242496 5667.6181640625 4.76244592666626 7.0 +702.3842271113754 5668.93212890625 4.762561321258545 7.0 +702.404659855194 5656.95751953125 4.760847568511963 7.0 +702.4250924991939 5667.11083984375 4.762082099914551 7.0 +702.4455251433683 5671.9794921875 4.7622504234313965 7.0 +702.4659577877683 5664.08837890625 4.761805057525635 7.0 +702.486390432292 5668.3388671875 4.761382102966309 7.0 +702.5068230770412 5666.41357421875 4.761186122894287 7.0 +702.5272557219723 5671.43017578125 4.762233257293701 7.0 +702.5476883670781 5659.28564453125 4.7605061531066895 7.0 +702.5681210123512 5671.37939453125 4.761564254760742 7.0 +702.5885536578644 5674.05859375 4.762511730194092 7.0 +702.608986303494 5673.4755859375 4.761163711547852 7.0 +702.62941904935 5670.64501953125 4.7616753578186035 7.0 +702.6498515953863 5662.68408203125 4.761213779449463 7.0 +702.670284241598 5676.24609375 4.762375831604004 7.0 +702.6907169879778 5667.75146484375 4.761868000030518 7.0 +702.711149534538 5669.6591796875 4.762667179107666 7.0 +702.7315822813325 5673.6962890625 4.762993335723877 7.0 +702.7520149282936 5667.2373046875 4.762231349945068 7.0 +702.7724474754359 5677.76904296875 4.763759613037109 7.0 +702.7928802226961 5681.357421875 4.76283597946167 7.0 +702.8133128702393 5669.15673828125 4.763197898864746 7.0 +702.8337454179054 5670.85693359375 4.76275110244751 7.0 +702.8541781658059 5669.09765625 4.762393951416016 7.0 +702.874610813873 5672.9423828125 4.762599468231201 7.0 +702.9154761105456 5671.947265625 4.761167526245117 7.0 +702.9359087591365 5674.48583984375 4.764960289001465 7.0 +702.9563415079683 5671.05908203125 4.762353420257568 7.0 +702.9767740569732 5677.27294921875 4.762970924377441 7.0 +702.9972067061462 5673.6552734375 4.762208461761475 7.0 +703.0176394555019 5680.8271484375 4.765285491943359 7.0 +703.0380720050307 5675.2333984375 4.762179374694824 7.0 +703.0585046547858 5687.22021484375 4.763795375823975 7.0 +703.0993700548279 5673.98291015625 4.764065265655518 7.0 +703.1198026051134 5686.841796875 4.766415119171143 7.0 +703.1402353556332 5681.09326171875 4.7652974128723145 7.0 +703.1606679063261 5685.24951171875 4.765169143676758 7.0 +703.1811006571297 5677.7744140625 4.765042304992676 7.0 +703.2015333082309 5680.08740234375 4.763592720031738 7.0 +703.2219658594477 5687.7998046875 4.76427698135376 7.0 +703.2628312625166 5681.02587890625 4.76582145690918 7.0 +703.2832638143154 5681.99658203125 4.763125419616699 7.0 +703.3036965662832 5680.18310546875 4.764760971069336 7.0 +703.3241292184321 5683.71142578125 4.766021251678467 7.0 +703.344561770813 5683.24462890625 4.763462066650391 7.0 +703.364994523421 5679.64697265625 4.763987064361572 7.0 +703.385427176152 5679.7919921875 4.763057708740234 7.0 +703.4058599290511 5681.6162109375 4.763033866882324 7.0 +703.4467251355018 5688.3115234375 4.76588249206543 7.0 +703.4671578889829 5688.064453125 4.7652082443237305 7.0 +703.4875904427026 5686.990234375 4.765031814575195 7.0 +703.5080230965978 5688.41552734375 4.76641321182251 7.0 +703.528455850661 5689.28173828125 4.766260147094727 7.0 +703.5488884049046 5687.994140625 4.765905380249023 7.0 +703.5693210593818 5689.86279296875 4.7670722007751465 7.0 +703.5897538140271 5687.81640625 4.766669750213623 7.0 +703.6101864688535 5688.42041015625 4.7655816078186035 7.0 +703.6306191238546 5687.22900390625 4.766104698181152 7.0 +703.6510517790812 5694.095703125 4.765878200531006 7.0 +703.6919170900728 5684.3701171875 4.76447868347168 7.0 +703.7123497458815 5678.35546875 4.764097690582275 7.0 +703.7327824018721 5692.98486328125 4.765525817871094 7.0 +703.7532151580381 5694.43896484375 4.7665815353393555 7.0 +703.7736477143699 5694.94091796875 4.76559591293335 7.0 +703.7940803709425 5687.28759765625 4.764174938201904 7.0 +703.8145130276898 5682.80029296875 4.765068531036377 7.0 +703.8349456846045 5688.1484375 4.7646803855896 7.0 +703.85537844176 5697.2587890625 4.765573501586914 7.0 +703.8758109990304 5696.095703125 4.765760898590088 7.0 +703.8962436565271 5698.93359375 4.765506267547607 7.0 +703.9166764142647 5687.658203125 4.7646918296813965 7.0 +703.9371089721753 5689.40625 4.765597343444824 7.0 +703.9575416302541 5685.03125 4.7656941413879395 7.0 +703.9779743885156 5687.43505859375 4.764794826507568 7.0 +703.9984069470083 5685.017578125 4.764795303344727 7.0 +704.0188396056692 5690.4404296875 4.766331195831299 7.0 +704.0392723645127 5696.80029296875 4.766320705413818 7.0 +704.0597049235876 5695.14697265625 4.766497611999512 7.0 +704.0801376828313 5686.23095703125 4.764401435852051 7.0 +704.1005703422561 5690.02490234375 4.765252113342285 7.0 +704.1210030019138 5691.416015625 4.7650604248046875 7.0 +704.1414356616806 5688.11181640625 4.763780117034912 7.0 +704.1618683217457 5700.52734375 4.766007423400879 7.0 +704.1823009819273 5679.10009765625 4.7639288902282715 7.0 +704.2027336423344 5695.55029296875 4.766340732574463 7.0 +704.2231663029816 5693.50537109375 4.767089366912842 7.0 +704.2435989637452 5696.08642578125 4.76595401763916 7.0 +704.2640317247351 5697.900390625 4.76746940612793 7.0 +704.2844642859054 5691.1591796875 4.766879558563232 7.0 +704.3048970473028 5692.35205078125 4.766180992126465 7.0 +704.3253297088813 5701.2041015625 4.767305850982666 7.0 +704.3457622706337 5702.33935546875 4.7683515548706055 7.0 +704.3866276947738 5694.4365234375 4.767371654510498 7.0 +704.4070602571082 5696.26611328125 4.767672061920166 7.0 +704.4274930196698 5700.00830078125 4.768101692199707 7.0 +704.4479256824125 5692.658203125 4.767471790313721 7.0 +704.4683582453872 5701.662109375 4.767757892608643 7.0 +704.4887910084799 5696.42333984375 4.767730712890625 7.0 +704.5092235717966 5694.025390625 4.768661975860596 7.0 +704.529656335355 5701.54833984375 4.7694411277771 7.0 +704.5500889990799 5701.41845703125 4.768805027008057 7.0 +704.5909543271264 5687.95068359375 4.767345905303955 7.0 +704.6113869914407 5700.2578125 4.768998622894287 7.0 +704.6318195559215 5698.96337890625 4.76854133605957 7.0 +704.652252320644 5691.87744140625 4.767565727233887 7.0 +704.6726849855331 5702.1494140625 4.767578601837158 7.0 +704.6931176506623 5702.35546875 4.768163681030273 7.0 +704.7135503159661 5710.1943359375 4.768910884857178 7.0 +704.7339829814446 5694.9453125 4.768400192260742 7.0 +704.7544157471493 5700.201171875 4.768617630004883 7.0 +704.7748483130345 5706.921875 4.769206523895264 7.0 +704.7952809791459 5697.5546875 4.7687578201293945 7.0 +704.8157137453818 5696.7314453125 4.7679667472839355 7.0 +704.836146411908 5701.77294921875 4.768617630004883 7.0 +704.8565789785498 5693.16455078125 4.768291473388672 7.0 +704.8770117454769 5700.71630859375 4.768457889556885 7.0 +704.897444412527 5705.54248046875 4.768037796020508 7.0 +704.9178769798018 5697.50244140625 4.768009662628174 7.0 +704.9383097473183 5701.78173828125 4.768771648406982 7.0 +704.9791751828088 5689.46484375 4.767594337463379 7.0 +704.9996077509059 5704.0966796875 4.768468379974365 7.0 +705.0200404191783 5699.6044921875 4.769009590148926 7.0 +705.0404731876188 5710.0146484375 4.769929885864258 7.0 +705.0609057562979 5701.47509765625 4.7694525718688965 7.0 +705.1017710942324 5705.62158203125 4.769097805023193 7.0 +705.1222037635525 5700.19970703125 4.769291877746582 7.0 +705.1426363329883 5711.77490234375 4.770636558532715 7.0 +705.1630691026512 5700.2001953125 4.768088340759277 7.0 +705.1835017725534 5696.9228515625 4.768232345581055 7.0 +705.2243671128745 5708.97412109375 4.768220901489258 7.0 +705.2447997833588 5698.4833984375 4.766972064971924 7.0 +705.285665124844 5698.861328125 4.768107891082764 7.0 +705.3060977959685 5699.65234375 4.769443511962891 7.0 +705.3265305672103 5700.31689453125 4.76948881149292 7.0 +705.3673958103827 5701.99072265625 4.768095970153809 7.0 +705.3878285822575 5702.45947265625 4.769853115081787 7.0 +705.4082612543134 5708.98486328125 4.770167827606201 7.0 +705.4286939266021 5695.591796875 4.768054962158203 7.0 +705.4491265990655 5703.23681640625 4.769323348999023 7.0 +705.4695592717544 5702.8388671875 4.770364284515381 7.0 +705.489992044626 5703.66650390625 4.769407272338867 7.0 +705.5104246177216 5698.14599609375 4.769240856170654 7.0 +705.5308572909998 5697.66162109375 4.769394397735596 7.0 +705.5512900645117 5697.0751953125 4.767991065979004 7.0 +705.5717226381967 5704.98681640625 4.77024507522583 7.0 +705.5921553121079 5717.9970703125 4.771180152893066 7.0 +705.6330206605198 5703.595703125 4.7697434425354 7.0 +705.6534534350212 5703.201171875 4.769163608551025 7.0 +705.6738861096965 5708.373046875 4.768951416015625 7.0 +705.694318684662 5705.888671875 4.770042896270752 7.0 +705.7147514597382 5695.24755859375 4.7685933113098145 7.0 +705.7351841350537 5694.76416015625 4.7679877281188965 7.0 +705.755616710594 5709.88427734375 4.769728660583496 7.0 +705.7760494863178 5702.36083984375 4.769417762756348 7.0 +705.7964820622146 5707.6103515625 4.769748687744141 7.0 +705.8169147384033 5693.974609375 4.767838001251221 7.0 +705.8373475147018 5698.302734375 4.77011775970459 7.0 +705.8577801912397 5701.283203125 4.770041465759277 7.0 +705.8986455449485 5706.3427734375 4.769036293029785 7.0 +705.9190782220685 5703.25537109375 4.769801616668701 7.0 +705.9395108994722 5709.78564453125 4.7707200050354 7.0 +705.9599435769996 5703.39013671875 4.76896333694458 7.0 +705.9803762548181 5698.89892578125 4.769251823425293 7.0 +706.0212416109716 5702.80615234375 4.769323348999023 7.0 +706.041674289314 5695.4619140625 4.7704033851623535 7.0 +706.0621070678826 5703.7666015625 4.770546913146973 7.0 +706.0825396466898 5692.62255859375 4.769749164581299 7.0 +706.1029724257314 5689.1875 4.768130779266357 7.0 +706.1234051049396 5697.51318359375 4.770394802093506 7.0 +706.1438376843289 5699.0009765625 4.770505428314209 7.0 +706.1642704639526 5703.9853515625 4.771953582763672 7.0 +706.2051357238306 5711.501953125 4.7709150314331055 7.0 +706.2255685040363 5700.119140625 4.769379615783691 7.0 +706.2460011844669 5712.17919921875 4.770228385925293 7.0 +706.2664337651368 5694.5673828125 4.769032955169678 7.0 +706.2868665459828 5698.68408203125 4.769863605499268 7.0 +706.3072992270536 5698.423828125 4.770659446716309 7.0 +706.3481645898501 5705.5908203125 4.770374774932861 7.0 +706.3890300533967 5711.70458984375 4.771382808685303 7.0 +706.4094626355218 5701.79248046875 4.770907878875732 7.0 +706.429895317815 5701.50927734375 4.770927906036377 7.0 +706.4503280003482 5696.279296875 4.770251750946045 7.0 +706.4707606830561 5702.90966796875 4.7710490226745605 7.0 +706.4911933659896 5706.6884765625 4.7714433670043945 7.0 +706.5116261491057 5693.4873046875 4.7703375816345215 7.0 +706.5320587325114 5698.67578125 4.771064281463623 7.0 +706.5524915160277 5703.6259765625 4.771100997924805 7.0 +706.5729241998415 5693.0390625 4.770862102508545 7.0 +706.593356783771 5697.43408203125 4.770754337310791 7.0 +706.6137895679858 5702.67529296875 4.770325183868408 7.0 +706.6342222523817 5693.93994140625 4.768951416015625 7.0 +706.6546548369515 5703.00244140625 4.771113872528076 7.0 +706.6955203067846 5694.99658203125 4.768095970153809 7.0 +706.7159528920529 5702.47802734375 4.770450592041016 7.0 +706.73638567749 5699.7255859375 4.769489765167236 7.0 +706.7568183631083 5695.4345703125 4.768474578857422 7.0 +706.7772511489529 5698.16748046875 4.7702741622924805 7.0 +706.7976837350361 5694.40380859375 4.769843578338623 7.0 +706.8181164213529 5695.1181640625 4.770573616027832 7.0 +706.8385492078378 5696.72265625 4.770295143127441 7.0 +706.858981794503 5705.099609375 4.7721028327941895 7.0 +706.8794144814601 5685.16845703125 4.770038604736328 7.0 +706.8998472685271 5696.23681640625 4.770080089569092 7.0 +706.9202798558908 5703.12890625 4.7697978019714355 7.0 +706.9611453311954 5714.30908203125 4.771512508392334 7.0 +706.981578019142 5698.5 4.768700122833252 7.0 +707.0020107073215 5699.03369140625 4.76873254776001 7.0 +707.0224433957264 5701.8564453125 4.7706074714660645 7.0 +707.0428759843126 5684.31787109375 4.768874645233154 7.0 +707.063308773133 5686.80078125 4.76901388168335 7.0 +707.0837414621201 5685.431640625 4.769242286682129 7.0 +707.1041740514047 5687.4052734375 4.769346237182617 7.0 +707.1246068408072 5684.9921875 4.767375469207764 7.0 +707.1654721203595 5677.8388671875 4.768916606903076 7.0 +707.1859049104605 5684.29052734375 4.768456935882568 7.0 +707.2267703912366 5688.7041015625 4.767828941345215 7.0 +707.2472029819764 5686.7275390625 4.769266128540039 7.0 +707.2676356728844 5680.5380859375 4.767991065979004 7.0 +707.2880684640331 5692.0595703125 4.768846035003662 7.0 +707.3085010554132 5693.34521484375 4.769371509552002 7.0 +707.3289337469614 5694.85009765625 4.76918888092041 7.0 +707.3493665387505 5689.46533203125 4.7698893547058105 7.0 +707.3697991307708 5678.931640625 4.768566608428955 7.0 +707.3902318229593 5680.263671875 4.7690300941467285 7.0 +707.4106646153887 5681.1015625 4.769537925720215 7.0 +707.4310972080493 5673.9169921875 4.768862724304199 7.0 +707.4515300008788 5676.95263671875 4.7692084312438965 7.0 +707.4719626939477 5689.84130859375 4.769054889678955 7.0 +707.4923952872487 5675.578125 4.767342567443848 7.0 +707.5128280807185 5676.13525390625 4.76801061630249 7.0 +707.5332607744276 5678.517578125 4.768784999847412 7.0 +707.5536934683696 5674.755859375 4.767617702484131 7.0 +707.5741261624789 5680.861328125 4.768150329589844 7.0 +707.5945588568284 5677.9150390625 4.767305850982666 7.0 +707.6149915514106 5681.322265625 4.768399238586426 7.0 +707.635424346161 5678.4052734375 4.767997741699219 7.0 +707.6558569412082 5661.87646484375 4.7674760818481445 7.0 +707.6762897364242 5675.3427734375 4.768123149871826 7.0 +707.6967223318206 5672.63720703125 4.769274711608887 7.0 +707.7171550275089 5666.22705078125 4.767799377441406 7.0 +707.737587823307 5677.41015625 4.76959228515625 7.0 +707.7580204194019 5672.50634765625 4.769039154052734 7.0 +707.7784531157304 5667.548828125 4.769227981567383 7.0 +707.798885912227 5662.66162109375 4.768038749694824 7.0 +707.8193185089622 5671.45263671875 4.768120288848877 7.0 +707.8601840030096 5665.01806640625 4.766955375671387 7.0 +707.8806166004433 5670.86572265625 4.770440101623535 7.0 +707.9010493979949 5669.05859375 4.769463062286377 7.0 +707.9214820957714 5664.99462890625 4.768099784851074 7.0 +707.9623474920954 5659.8740234375 4.767013072967529 7.0 +707.9827801905121 5667.4755859375 4.768776893615723 7.0 +708.0032128892271 5665.66064453125 4.768721103668213 7.0 +708.0236455881168 5664.99267578125 4.769130706787109 7.0 +708.0440782871738 5655.41845703125 4.7681565284729 7.0 +708.0645109865291 5663.1728515625 4.768454074859619 7.0 +708.084943686059 5659.955078125 4.768832683563232 7.0 +708.1053763858145 5660.0732421875 4.768767356872559 7.0 +708.1258091858108 5657.18603515625 4.768504619598389 7.0 +708.1462418860392 5666.0087890625 4.769716262817383 7.0 +708.1666744864342 5647.41455078125 4.767295837402344 7.0 +708.2075399879395 5653.91357421875 4.768754005432129 7.0 +708.2279725889748 5654.97412109375 4.767911434173584 7.0 +708.2484053903099 5661.06689453125 4.768503189086914 7.0 +708.2688380918189 5656.09521484375 4.769275665283203 7.0 +708.3097034954699 5656.87109375 4.768880367279053 7.0 +708.3301361976191 5646.57470703125 4.7674241065979 7.0 +708.350568899994 5653.91796875 4.767708778381348 7.0 +708.3914342054559 5645.6474609375 4.7684431076049805 7.0 +708.4118670084717 5643.2744140625 4.764819145202637 7.0 +708.4322997117852 5643.97412109375 4.76633882522583 7.0 +708.4527323152142 5656.13037109375 4.768590927124023 7.0 +708.4731651189286 5645.419921875 4.766998291015625 7.0 +708.4935978228823 5642.95068359375 4.767836570739746 7.0 +708.5140304270099 5635.7529296875 4.767193794250488 7.0 +708.5344632313645 5640.78515625 4.766547203063965 7.0 +708.5548959359585 5640.2314453125 4.766886234283447 7.0 +708.5753287407861 5639.650390625 4.767223834991455 7.0 +708.5957613457795 5646.89208984375 4.76837158203125 7.0 +708.6161940510137 5636.75830078125 4.767027378082275 7.0 +708.6366268564743 5643.68994140625 4.766945838928223 7.0 +708.6570594621735 5632.689453125 4.766595363616943 7.0 +708.6774921681063 5638.2724609375 4.766768455505371 7.0 +708.6979249742144 5634.8515625 4.767115116119385 7.0 +708.7183576806055 5636.52197265625 4.767004489898682 7.0 +708.7387902871778 5643.1435546875 4.76643705368042 7.0 +708.7592230939772 5637.66845703125 4.766305923461914 7.0 +708.7796558009577 5622.1982421875 4.765575885772705 7.0 +708.8000885082292 5639.2431640625 4.766363143920898 7.0 +708.8205212156754 5641.1875 4.767358303070068 7.0 +708.8409539233471 5629.076171875 4.765265941619873 7.0 +708.8613867312597 5634.58154296875 4.764506816864014 7.0 +708.8818193393963 5640.6640625 4.766685485839844 7.0 +708.9022520477156 5626.708984375 4.766101360321045 7.0 +708.9226848563267 5626.64404296875 4.766444206237793 7.0 +708.9431174651108 5636.84375 4.767077445983887 7.0 +708.9635502741221 5626.96142578125 4.7666144371032715 7.0 +708.9839828833719 5627.96142578125 4.766032695770264 7.0 +709.0044155928481 5621.73974609375 4.766072750091553 7.0 +709.0248484025069 5626.0263671875 4.767160415649414 7.0 +709.0452810124552 5625.96728515625 4.765946865081787 7.0 +709.086146532929 5621.6181640625 4.765824317932129 7.0 +709.1065791435176 5626.7919921875 4.766887664794922 7.0 +709.1270118543325 5619.36279296875 4.766127109527588 7.0 +709.1474446653883 5621.80078125 4.765422821044922 7.0 +709.1678772766172 5619.09375 4.765542984008789 7.0 +709.1883100881314 5613.54443359375 4.765997409820557 7.0 +709.2087427997685 5615.6630859375 4.764845371246338 7.0 +709.2291755117549 5609.89990234375 4.7648606300354 7.0 +709.2700409362442 5616.52001953125 4.764572620391846 7.0 +709.2904736488708 5613.73681640625 4.7657151222229 7.0 +709.3109063616648 5615.4306640625 4.765837669372559 7.0 +709.3313390747571 5605.33837890625 4.764376163482666 7.0 +709.351771788024 5605.95556640625 4.763923168182373 7.0 +709.3722046015173 5604.84130859375 4.766080379486084 7.0 +709.3926372152491 5614.84521484375 4.765558242797852 7.0 +709.4130700292153 5609.77197265625 4.766166687011719 7.0 +709.4335027434063 5607.47216796875 4.7655768394470215 7.0 +709.4539353577784 5617.45556640625 4.766211032867432 7.0 +709.4743681724431 5611.08642578125 4.766040325164795 7.0 +709.4948008872743 5606.41162109375 4.765370845794678 7.0 +709.5152335023449 5605.22802734375 4.764888286590576 7.0 +709.5356663177081 5602.4580078125 4.764636039733887 7.0 +709.5560990331796 5599.4365234375 4.764125347137451 7.0 +709.5969644649522 5611.76611328125 4.765480995178223 7.0 +709.6173971811804 5603.7958984375 4.764541149139404 7.0 +709.6378298976488 5598.58935546875 4.764747142791748 7.0 +709.6582626142917 5605.03271484375 4.76567268371582 7.0 +709.6786952312177 5602.09423828125 4.764787673950195 7.0 +709.6991280483271 5595.40966796875 4.764191627502441 7.0 +709.7195607656686 5604.26025390625 4.764998435974121 7.0 +709.7399933832348 5596.7333984375 4.765347003936768 7.0 +709.7604262010427 5586.55322265625 4.764105796813965 7.0 +709.7808589190827 5595.109375 4.764090538024902 7.0 +709.8012916373482 5595.814453125 4.764606952667236 7.0 +709.8217243558538 5589.45458984375 4.764624118804932 7.0 +709.8421570745923 5599.90625 4.765660762786865 7.0 +709.8625898934988 5591.8837890625 4.764753341674805 7.0 +709.8830226127029 5594.6416015625 4.765223979949951 7.0 +709.9034552320809 5591.51708984375 4.764794826507568 7.0 +709.9238880517441 5587.57177734375 4.76576042175293 7.0 +709.9443207715885 5586.02099609375 4.763719081878662 7.0 +709.9647533917232 5580.59228515625 4.764723777770996 7.0 +709.9851862119685 5588.765625 4.7647624015808105 7.0 +710.0056189325696 5585.24462890625 4.763362407684326 7.0 +710.0260515532864 5588.40087890625 4.762964725494385 7.0 +710.0464843743466 5582.1884765625 4.764720439910889 7.0 +710.0669170955298 5582.66259765625 4.763621807098389 7.0 +710.0873499170557 5583.96337890625 4.762588024139404 7.0 +710.1077825387038 5589.05419921875 4.764994144439697 7.0 +710.1282152607018 5585.9580078125 4.763655185699463 7.0 +710.1486480828098 5581.31005859375 4.763782024383545 7.0 +710.1690807051564 5586.4599609375 4.763000011444092 7.0 +710.189513427853 5581.55029296875 4.762820243835449 7.0 +710.2099461506587 5585.24267578125 4.764056205749512 7.0 +710.2508115969831 5585.89404296875 4.764007568359375 7.0 +710.2712444206045 5581.021484375 4.762748718261719 7.0 +710.291677044348 5576.61669921875 4.76385498046875 7.0 +710.3121098683259 5582.60498046875 4.7642011642456055 7.0 +710.3529752169707 5586.63671875 4.763365745544434 7.0 +710.373408041647 5584.9365234375 4.763556003570557 7.0 +710.3938407666647 5590.69140625 4.763985633850098 7.0 +710.4142733918052 5582.60205078125 4.763777256011963 7.0 +710.4347062171801 5576.99365234375 4.763750076293945 7.0 +710.4551389427797 5579.11669921875 4.76410436630249 7.0 +710.4755715686188 5578.173828125 4.762352466583252 7.0 +710.4960043946921 5571.85546875 4.764300346374512 7.0 +710.5164371209903 5571.10302734375 4.763141632080078 7.0 +710.5368698475286 5573.43017578125 4.763776779174805 7.0 +710.5573025742997 5576.4462890625 4.7636518478393555 7.0 +710.5777353012963 5564.3603515625 4.761077880859375 7.0 +710.5981681285339 5568.23681640625 4.7610697746276855 7.0 +710.6186007561191 5569.5087890625 4.761144638061523 7.0 +710.6390334838143 5577.22412109375 4.762585639953613 7.0 +710.6594663117503 5564.96142578125 4.761647701263428 7.0 +710.6798989399176 5561.958984375 4.762167453765869 7.0 +710.7003316683113 5577.48974609375 4.763446807861328 7.0 +710.7207644969458 5574.6904296875 4.763679027557373 7.0 +710.7411971258116 5573.85546875 4.76342248916626 7.0 +710.7616299549045 5573.58642578125 4.763619899749756 7.0 +710.7820626842367 5569.0234375 4.763026714324951 7.0 +710.802495313801 5566.95654296875 4.760918617248535 7.0 +710.8229281435924 5565.94189453125 4.7632012367248535 7.0 +710.8433608736232 5570.29931640625 4.763707637786865 7.0 +710.8637936038867 5570.2822265625 4.764648914337158 7.0 +710.9046590652215 5564.14697265625 4.762025356292725 7.0 +711.4359103471215 5551.921875 4.763237953186035 7.0 +711.4563429842528 5571.3515625 4.765112400054932 7.0 +711.4767757216105 5566.123046875 4.763988971710205 7.0 +711.4972084592082 5566.95556640625 4.764150142669678 7.0 +711.5176411970388 5566.71826171875 4.7646260261535645 7.0 +711.5380739350949 5568.2548828125 4.765106201171875 7.0 +711.5585066733911 5558.6318359375 4.764740943908691 7.0 +711.5789394119201 5562.7353515625 4.764881134033203 7.0 +711.5993722506755 5563.77099609375 4.76546573638916 7.0 +711.6198049896702 5562.0986328125 4.765855312347412 7.0 +711.640237628897 5565.94677734375 4.764540672302246 7.0 +711.6606704684673 5576.74609375 4.766265869140625 7.0 +711.7015358480858 5560.029296875 4.765499114990234 7.0 +711.7219686883545 5562.255859375 4.764829158782959 7.0 +711.7424014287462 5558.54052734375 4.764401912689209 7.0 +711.7628340694864 5564.73974609375 4.765832424163818 7.0 +711.7832669104537 5576.126953125 4.766161918640137 7.0 +711.8036996515439 5560.8662109375 4.765364170074463 7.0 +711.8241324929841 5564.630859375 4.7653632164001465 7.0 +711.8445651346483 5554.73876953125 4.764101505279541 7.0 +711.8649978765534 5562.5625 4.764453887939453 7.0 +711.8854307186848 5565.14306640625 4.765176296234131 7.0 +711.9058633609384 5567.19921875 4.76576566696167 7.0 +711.9262961036584 5559.2021484375 4.765617370605469 7.0 +711.9467289464956 5561.18798828125 4.76470422744751 7.0 +711.9671615895568 5565.923828125 4.766036510467529 7.0 +711.9875943328589 5561.412109375 4.766068935394287 7.0 +712.0080271763873 5561.85546875 4.764744758605957 7.0 +712.0284598202707 5562.482421875 4.7661356925964355 7.0 +712.048892664272 5568.17529296875 4.765702247619629 7.0 +712.0693254086218 5564.556640625 4.766594409942627 7.0 +712.0897581530808 5562.02490234375 4.765692234039307 7.0 +712.1101908978962 5563.81201171875 4.765766143798828 7.0 +712.1306236429373 5567.2607421875 4.7656474113464355 7.0 +712.151056388102 5571.7001953125 4.76605224609375 7.0 +712.171489133616 5570.92431640625 4.7663397789001465 7.0 +712.1919218793628 5579.38037109375 4.766891002655029 7.0 +712.2123546253351 5569.2138671875 4.766299724578857 7.0 +712.2327873715476 5561.50537109375 4.766140460968018 7.0 +712.2532201179856 5566.765625 4.766683101654053 7.0 +712.2940856116911 5569.89990234375 4.767569065093994 7.0 +712.3145183588349 5570.2685546875 4.766904354095459 7.0 +712.3349512063214 5564.08544921875 4.7667341232299805 7.0 +712.3553838539301 5559.2119140625 4.7659196853637695 7.0 +712.3758166018815 5568.17724609375 4.766576766967773 7.0 +712.3962494500738 5571.5908203125 4.766981601715088 7.0 +712.4166820984974 5560.34326171875 4.765584945678711 7.0 +712.4371148471546 5574.73583984375 4.767816543579102 7.0 +712.4575476960381 5570.95166015625 4.76739501953125 7.0 +712.4779803451602 5570.68310546875 4.766479969024658 7.0 +712.4984131945093 5571.90771484375 4.765698432922363 7.0 +712.5188459440978 5575.3369140625 4.767823219299316 7.0 +712.5392785940348 5573.53076171875 4.765878200531006 7.0 +712.5597114440825 5569.0595703125 4.767606258392334 7.0 +712.5801441944859 5582.783203125 4.768505573272705 7.0 +712.6005769450057 5572.37890625 4.7669477462768555 7.0 +712.6210096958675 5571.61181640625 4.767945766448975 7.0 +712.6414424469694 5575.09619140625 4.768333911895752 7.0 +712.6618751983042 5573.7919921875 4.767642021179199 7.0 +712.6823079498645 5578.61865234375 4.7689971923828125 7.0 +712.7436063060741 5571.7783203125 4.768068313598633 7.0 +712.7640389585722 5574.91552734375 4.767959117889404 7.0 +712.7844718114211 5581.595703125 4.769335746765137 7.0 +712.8049044643776 5574.63134765625 4.769155025482178 7.0 +712.8253372176914 5571.853515625 4.768115043640137 7.0 +712.8457700712315 5570.72119140625 4.768206596374512 7.0 +712.8866354790225 5573.5595703125 4.767838478088379 7.0 +712.9070683332684 5574.2431640625 4.767923831939697 7.0 +712.9275009878547 5576.86669921875 4.767987251281738 7.0 +712.9479338425663 5582.25439453125 4.768520355224609 7.0 +712.968366597619 5579.92138671875 4.769008159637451 7.0 +712.9887992527947 5585.61474609375 4.7695393562316895 7.0 +713.0092321083212 5583.31689453125 4.769391059875488 7.0 +713.0296648640797 5581.81005859375 4.769709587097168 7.0 +713.050097520063 5575.18359375 4.768608093261719 7.0 +713.0705303762879 5568.99609375 4.768363952636719 7.0 +713.0909631327377 5576.958984375 4.769696235656738 7.0 +713.1113959895447 5570.59912109375 4.768300533294678 7.0 +713.1318286464666 5583.1767578125 4.769324779510498 7.0 +713.1522614037385 5572.18701171875 4.7690348625183105 7.0 +713.1726942611203 5584.33447265625 4.770003318786621 7.0 +713.1931269188572 5563.40576171875 4.767933368682861 7.0 +713.2135596768203 5573.474609375 4.769356727600098 7.0 +713.2339925350243 5580.47607421875 4.769067764282227 7.0 +713.2544252935768 5587.4794921875 4.7705230712890625 7.0 +713.2748579522449 5579.27880859375 4.768861293792725 7.0 +713.2952908112566 5577.08447265625 4.770114898681641 7.0 +713.3157235703911 5573.46923828125 4.770257949829102 7.0 +713.3361563298677 5583.99853515625 4.770202159881592 7.0 +713.3565890895843 5575.17578125 4.7688751220703125 7.0 +713.3770218495338 5585.900390625 4.770812034606934 7.0 +713.3974546097088 5587.34033203125 4.771158695220947 7.0 +713.4178873701239 5587.876953125 4.770748615264893 7.0 +713.4587528917618 5578.54345703125 4.770285129547119 7.0 +713.4791856529919 5587.6376953125 4.770869731903076 7.0 +713.4996184144547 5594.244140625 4.77116584777832 7.0 +713.5200511761432 5579.36279296875 4.769245624542236 7.0 +713.5404839380717 5592.890625 4.7706427574157715 7.0 +713.5609168002338 5587.41015625 4.770447254180908 7.0 +713.58134946262 5585.15771484375 4.77023458480835 7.0 +713.6017822253634 5591.42578125 4.771231174468994 7.0 +713.6222150883405 5587.7890625 4.77101993560791 7.0 +713.6426477515415 5580.4599609375 4.769996643066406 7.0 +713.6630805149834 5587.9248046875 4.770996570587158 7.0 +713.683513378659 5583.06103515625 4.770256996154785 7.0 +713.7039460425585 5583.6162109375 4.77032470703125 7.0 +713.724378806699 5590.56201171875 4.771337032318115 7.0 +713.7448116711894 5580.751953125 4.770765781402588 7.0 +713.7856772007435 5584.4775390625 4.771332740783691 7.0 +713.8061099659317 5581.63232421875 4.771157741546631 7.0 +713.8469754971156 5597.3115234375 4.771705627441406 7.0 +713.8674082631187 5587.9638671875 4.770936012268066 7.0 +713.8878410292309 5594.51123046875 4.770960330963135 7.0 +713.9082738957004 5594.55126953125 4.771245002746582 7.0 +713.9287065624012 5591.486328125 4.77178430557251 7.0 +713.9491393293283 5595.86328125 4.772381782531738 7.0 +713.9695721964963 5591.27978515625 4.771579742431641 7.0 +713.990004864012 5597.359375 4.772077560424805 7.0 +714.0104377316384 5596.3349609375 4.771971225738525 7.0 +714.0308704996205 5589.5703125 4.771246433258057 7.0 +714.0513031678347 5592.7392578125 4.772238731384277 7.0 +714.071736036276 5601.09130859375 4.77286434173584 7.0 +714.0921687050723 5593.3310546875 4.771699905395508 7.0 +714.1126014739857 5600.69775390625 4.7731781005859375 7.0 +714.1943326524197 5598.28857421875 4.773458957672119 7.0 +714.214765322613 5599.35693359375 4.773316383361816 7.0 +714.2351981930406 5604.57373046875 4.773777961730957 7.0 +714.2556309638094 5601.28515625 4.772797107696533 7.0 +714.2964965060528 5597.4892578125 4.772919654846191 7.0 +714.3169292775274 5601.076171875 4.773519039154053 7.0 +714.3373620492348 5603.0615234375 4.774888515472412 7.0 +714.3577948212915 5605.44140625 4.774521827697754 7.0 +714.3782275934573 5607.8525390625 4.773608207702637 7.0 +714.3986604659804 5607.65087890625 4.774890422821045 7.0 +714.4190931387275 5607.228515625 4.774721622467041 7.0 +714.4395259118319 5602.67529296875 4.774178981781006 7.0 +714.4599587850535 5602.09423828125 4.774402618408203 7.0 +714.4803915586162 5616.33740234375 4.775862216949463 7.0 +714.5008242324184 5600.9599609375 4.7745041847229 7.0 +714.5212571064549 5604.283203125 4.77495002746582 7.0 +714.5416898807161 5604.34130859375 4.774831295013428 7.0 +714.5621225552168 5611.875 4.775930404663086 7.0 +714.5825554300682 5608.939453125 4.775282382965088 7.0 +714.6234210804614 5617.3994140625 4.776206016540527 7.0 +714.6438537560098 5611.06396484375 4.774972438812256 7.0 +714.6642865317845 5613.7177734375 4.775940895080566 7.0 +714.6847194079164 5607.048828125 4.774927616119385 7.0 +714.7051520841633 5617.16357421875 4.776010036468506 7.0 +714.7255848607529 5624.87646484375 4.776036262512207 7.0 +714.7460176375826 5611.1171875 4.775362014770508 7.0 +714.7664504147615 5616.67822265625 4.775692462921143 7.0 +714.7868830920488 5604.615234375 4.773964881896973 7.0 +714.8073159696942 5613.4296875 4.77558708190918 7.0 +714.8277487475716 5619.3798828125 4.77605676651001 7.0 +714.8481816256754 5609.87255859375 4.775022029876709 7.0 +714.8686143040177 5609.345703125 4.774999141693115 7.0 +714.88904708271 5618.65087890625 4.776254653930664 7.0 +714.9094799616287 5620.65771484375 4.7763519287109375 7.0 +714.9299126407859 5623.47705078125 4.7767815589904785 7.0 +714.9503454201767 5610.47265625 4.775712013244629 7.0 +714.9707782997939 5623.009765625 4.7767133712768555 7.0 +714.9912110797668 5621.07568359375 4.7763872146606445 7.0 +715.0116437599718 5616.18017578125 4.7767157554626465 7.0 +715.0320766404038 5620.91748046875 4.776028633117676 7.0 +715.0729422019795 5620.92333984375 4.776004791259766 7.0 +715.0933749832257 5615.98388671875 4.775486469268799 7.0 +715.113807764712 5622.97412109375 4.775999546051025 7.0 +715.1342406464246 5620.01220703125 4.775723934173584 7.0 +715.1546733283758 5620.49755859375 4.775362014770508 7.0 +715.175106110677 5621.09765625 4.775931358337402 7.0 +715.1955389930954 5625.0703125 4.776142597198486 7.0 +715.2568373421964 5629.53515625 4.776386260986328 7.0 +715.277270025661 5627.98681640625 4.776846408843994 7.0 +715.2977029094764 5635.7568359375 4.777354717254639 7.0 +715.3181356935165 5626.60986328125 4.776188850402832 7.0 +715.3385683779125 5628.5322265625 4.7770094871521 7.0 +715.3590012624263 5627.1767578125 4.776542663574219 7.0 +715.3794340472814 5637.091796875 4.777196407318115 7.0 +715.3998667323758 5628.68310546875 4.7767252922058105 7.0 +715.4202996177046 5630.38330078125 4.777275085449219 7.0 +715.4407323032647 5633.13623046875 4.7773284912109375 7.0 +715.4611651891682 5627.185546875 4.776853084564209 7.0 +715.4815979753112 5624.0673828125 4.7772417068481445 7.0 +715.5020307616796 5640.20556640625 4.777881622314453 7.0 +715.5224635482882 5633.455078125 4.7771477699279785 7.0 +715.542896335246 5634.4794921875 4.777698040008545 7.0 +715.5633291224294 5622.5244140625 4.7751030921936035 7.0 +715.5837619098529 5643.74462890625 4.777833938598633 7.0 +715.6041946975092 5634.1953125 4.775967121124268 7.0 +715.6246274855075 5634.6162109375 4.776895046234131 7.0 +715.6450602737459 5635.109375 4.776993274688721 7.0 +715.6654930622171 5629.4677734375 4.776891231536865 7.0 +715.6859259509147 5635.880859375 4.77679967880249 7.0 +715.7063587398516 5636.65380859375 4.7772536277771 7.0 +715.7267914291369 5634.23193359375 4.777414798736572 7.0 +715.7472243186494 5640.61279296875 4.777909755706787 7.0 +715.7676571084012 5630.0986328125 4.777133941650391 7.0 +715.7880897985015 5634.6904296875 4.776978015899658 7.0 +715.8085226887124 5639.25732421875 4.777563571929932 7.0 +715.8289554793955 5638.67529296875 4.778000354766846 7.0 +715.8493881701943 5634.07666015625 4.777547359466553 7.0 +715.8698210612201 5643.4404296875 4.778399467468262 7.0 +715.8902538526017 5630.76904296875 4.77730655670166 7.0 +715.9311194360562 5636.654296875 4.776859760284424 7.0 +715.9515522282527 5661.3134765625 4.778800964355469 7.0 +715.9719851205591 5644.35546875 4.77810001373291 7.0 +715.9924178132205 5642.31201171875 4.777697563171387 7.0 +716.012850606232 5657.759765625 4.77897834777832 7.0 +716.0332833993598 5645.1982421875 4.7772345542907715 7.0 +716.0537161928296 5652.078125 4.778347969055176 7.0 +716.0741489865395 5645.78662109375 4.777928352355957 7.0 +716.0945817804823 5647.4208984375 4.778086185455322 7.0 +716.115014574767 5644.9052734375 4.777881622314453 7.0 +716.1354474692926 5645.89013671875 4.778249740600586 7.0 +716.1558802640502 5648.2041015625 4.779321670532227 7.0 +716.1763129590327 5654.14306640625 4.779885768890381 7.0 +716.1967458543731 5672.96044921875 4.780430316925049 7.0 +716.2376113457431 5653.52587890625 4.779059886932373 7.0 +716.258044241782 5659.40576171875 4.779483318328857 7.0 +716.2784770381695 5651.6162109375 4.7791547775268555 7.0 +716.2989097347818 5653.60400390625 4.778900146484375 7.0 +716.3193426316357 5662.373046875 4.780656337738037 7.0 +716.3397754288308 5648.00927734375 4.7793169021606445 7.0 +716.3602083261503 5658.892578125 4.780131816864014 7.0 +716.3806410238176 5644.27978515625 4.778749465942383 7.0 +716.4010738218349 5661.1162109375 4.780300617218018 7.0 +716.421506719962 5659.45068359375 4.779501438140869 7.0 +716.4419394184442 5654.8017578125 4.778976917266846 7.0 +716.4623722171527 5649.154296875 4.779192924499512 7.0 +716.5032378153992 5653.85791015625 4.778905868530273 7.0 +716.5236706149299 5662.45263671875 4.78096866607666 7.0 +716.5441035148033 5662.49365234375 4.780313014984131 7.0 +716.5645362147989 5650.83984375 4.779574394226074 7.0 +716.5849691151379 5656.5966796875 4.779703617095947 7.0 +716.6054019157164 5674.44189453125 4.782130241394043 7.0 +716.6258347165276 5663.12451171875 4.780797481536865 7.0 +716.6462675176808 5651.65478515625 4.779113292694092 7.0 +716.6667003190742 5653.755859375 4.77964448928833 7.0 +716.6871330206995 5675.064453125 4.781795024871826 7.0 +716.7075659226684 5656.29052734375 4.779690742492676 7.0 +716.7279987248767 5666.4072265625 4.7807512283325195 7.0 +716.748431427317 5658.4990234375 4.779637336730957 7.0 +716.7688643299844 5656.40283203125 4.779047012329102 7.0 +716.7892971330075 5667.17529296875 4.778616428375244 7.0 +716.8097299362635 5662.1376953125 4.77927827835083 7.0 +716.830162739745 5663.43212890625 4.779426097869873 7.0 +716.850595543583 5661.17138671875 4.7792277336120605 7.0 +716.8710284476547 5665.31640625 4.779996871948242 7.0 +716.8914611519504 5667.00537109375 4.780270099639893 7.0 +716.9118939564869 5660.27001953125 4.779216766357422 7.0 +716.9323268613734 5662.142578125 4.7805094718933105 7.0 +716.952759566484 5660.33349609375 4.7806196212768555 7.0 +716.9731924719526 5667.17724609375 4.780786037445068 7.0 +716.9936252775369 5660.908203125 4.780292987823486 7.0 +717.0140579834624 5665.65966796875 4.780641555786133 7.0 +717.0344908897459 5661.33642578125 4.779755115509033 7.0 +717.0549236961451 5668.4951171875 4.780012607574463 7.0 +717.0753564028855 5663.5419921875 4.780117034912109 7.0 +717.0957893098675 5663.12744140625 4.779037952423096 7.0 +717.116222117198 5668.59228515625 4.779760837554932 7.0 +717.1366549247541 5660.2236328125 4.779736518859863 7.0 +717.1570877325503 5673.1474609375 4.780452728271484 7.0 +717.1775205405793 5668.515625 4.780432224273682 7.0 +717.197953448951 5667.22802734375 4.7805962562561035 7.0 +717.2183861575613 5673.25927734375 4.78032112121582 7.0 +717.2592518755919 5680.3193359375 4.780788898468018 7.0 +717.2796845850171 5665.9169921875 4.780793190002441 7.0 +717.3001173946759 5670.880859375 4.780643463134766 7.0 +717.3205503046775 5670.27685546875 4.779026031494141 7.0 +717.3409830149176 5671.5205078125 4.780165195465088 7.0 +717.3614158253913 5670.52197265625 4.77924919128418 7.0 +717.3818487362078 5664.19482421875 4.778459072113037 7.0 +717.4022814472628 5663.59521484375 4.7798027992248535 7.0 +717.4227143585449 5663.6142578125 4.77857780456543 7.0 +717.4431471701828 5665.22802734375 4.779720783233643 7.0 +717.4635798819363 5672.24755859375 4.78018856048584 7.0 +717.484012794157 5675.9599609375 4.777706623077393 7.0 +717.5044456064861 5669.53955078125 4.779458999633789 7.0 +717.524878319171 5674.2197265625 4.781059741973877 7.0 +717.5453112320829 5672.45166015625 4.780521392822266 7.0 +717.5657440453506 5675.53076171875 4.779953956604004 7.0 +717.5861767587339 5674.7626953125 4.780996322631836 7.0 +717.6066096725845 5673.14892578125 4.779678821563721 7.0 +717.6270424865434 5676.4580078125 4.781135559082031 7.0 +717.6474754008595 5680.03759765625 4.780516624450684 7.0 +717.6679081153998 5675.29638671875 4.7808308601379395 7.0 +717.6883409301809 5673.42041015625 4.780478477478027 7.0 +717.708773845312 5679.52099609375 4.780645370483398 7.0 +717.7292065606744 5677.740234375 4.779818534851074 7.0 +717.7496393763795 5669.5322265625 4.779116153717041 7.0 +717.7700722923255 5680.517578125 4.780524253845215 7.0 +717.8109378249064 5674.69482421875 4.778182029724121 7.0 +717.8313707416673 5672.5234375 4.779138565063477 7.0 +717.851803558653 5675.82666015625 4.779829025268555 7.0 +717.8722363759953 5664.603515625 4.77775239944458 7.0 +717.8926691935703 5674.15234375 4.7787322998046875 7.0 +717.9131020113709 5678.099609375 4.779090881347656 7.0 +717.9335348295281 5688.98583984375 4.780852317810059 7.0 +717.9539676478016 5675.87744140625 4.779597759246826 7.0 +717.9744003665328 5683.86279296875 4.780267715454102 7.0 +717.9948332853892 5682.9052734375 4.77921724319458 7.0 +718.015266104594 5684.33447265625 4.780141830444336 7.0 +718.0356990240252 5676.83447265625 4.779798984527588 7.0 +718.0561317438114 5683.16796875 4.777112007141113 7.0 +718.0765645638312 5673.5185546875 4.7781805992126465 7.0 +718.0969974840773 5687.04345703125 4.7815446853637695 7.0 +718.1174302046784 5683.12255859375 4.779595375061035 7.0 +718.1378630255131 5684.25830078125 4.780335426330566 7.0 +718.1582959465741 5679.08349609375 4.779200553894043 7.0 +718.1991614896397 5689.59033203125 4.781091213226318 7.0 +718.219594411632 5677.537109375 4.779362678527832 7.0 +718.2400271338629 5680.7041015625 4.779971122741699 7.0 +718.2604600563209 5682.509765625 4.778659820556641 7.0 +718.301325602064 5679.28515625 4.779795169830322 7.0 +718.3217585253442 5683.42626953125 4.781123638153076 7.0 +718.362624172827 5676.5361328125 4.7808098793029785 7.0 +718.3830569969141 5682.36279296875 4.780694961547852 7.0 +718.4034898213577 5687.99853515625 4.7828049659729 7.0 +718.423922646034 5679.8271484375 4.780150890350342 7.0 +718.4443554710597 5680.70703125 4.780551910400391 7.0 +718.4647882961945 5679.9267578125 4.78201961517334 7.0 +718.4852212216865 5680.80078125 4.781923294067383 7.0 +718.5056540475198 5677.1005859375 4.781024932861328 7.0 +718.5260867735924 5690.77197265625 4.78199577331543 7.0 +718.5465196998994 5682.62255859375 4.781263828277588 7.0 +718.5669525265475 5679.220703125 4.780848979949951 7.0 +718.5873852534351 5691.70361328125 4.781933307647705 7.0 +718.6078181805569 5679.90966796875 4.7810235023498535 7.0 +718.6282509080193 5693.99755859375 4.783286094665527 7.0 +718.6486837357224 5692.82080078125 4.7822747230529785 7.0 +718.6691166637756 5677.42431640625 4.78060245513916 7.0 +718.6895493920601 5685.904296875 4.781016826629639 7.0 +718.7099823205717 5690.4990234375 4.782655715942383 7.0 +718.7304151494391 5680.65771484375 4.7798075675964355 7.0 +718.771280807865 5677.2568359375 4.780425548553467 7.0 +718.7917136375472 5688.59716796875 4.781543731689453 7.0 +718.8530121282165 5687.826171875 4.781041622161865 7.0 +718.87344505894 5677.9228515625 4.780122756958008 7.0 +718.8938777900185 5686.10693359375 4.781486988067627 7.0 +718.9143106213305 5690.36572265625 4.7820587158203125 7.0 +718.9347435528689 5679.3154296875 4.782064914703369 7.0 +718.9551762847623 5682.27734375 4.781162261962891 7.0 +718.9756091168892 5678.43603515625 4.781020164489746 7.0 +718.996042049359 5678.97216796875 4.780666828155518 7.0 +719.016474882068 5680.3212890625 4.782186985015869 7.0 +719.0369076151255 5685.47607421875 4.780477523803711 7.0 +719.0573405482937 5693.087890625 4.781771183013916 7.0 +719.0777733819341 5685.82373046875 4.781714916229248 7.0 +719.0982062156909 5684.33203125 4.778876304626465 7.0 +719.1186390497896 5679.32275390625 4.780594825744629 7.0 +719.1390718842449 5680.0126953125 4.780403137207031 7.0 +719.159504718933 5684.82861328125 4.781664848327637 7.0 +719.1799375538467 5680.5029296875 4.780650615692139 7.0 +719.2003703890005 5674.23583984375 4.780669212341309 7.0 +719.2208032245035 5681.7763671875 4.780867576599121 7.0 +719.2412360603485 5693.14990234375 4.782212257385254 7.0 +719.2616688964335 5687.37939453125 4.78183126449585 7.0 +719.2821017327515 5680.78076171875 4.781593322753906 7.0 +719.3229675063121 5688.83935546875 4.7812700271606445 7.0 +719.3434002434442 5682.92578125 4.781556606292725 7.0 +719.363833080919 5684.46435546875 4.781233787536621 7.0 +719.3842660186347 5686.80224609375 4.781341552734375 7.0 +719.404698756698 5691.23974609375 4.781602382659912 7.0 +719.4251315949878 5679.85888671875 4.780484676361084 7.0 +719.4455645335183 5689.3466796875 4.780875205993652 7.0 +719.4864301116177 5684.0048828125 4.781527996063232 7.0 +719.5068630509631 5683.02587890625 4.780481815338135 7.0 +719.547728730693 5683.42626953125 4.781980514526367 7.0 +735.40366757843 5917.59375 4.424470901489258 8.0 +735.424100664568 5914.3876953125 4.4310221672058105 8.0 +735.444533750946 5923.1396484375 4.437106609344482 8.0 +735.4649668377897 5923.33447265625 4.433094501495361 8.0 +735.4853999249754 5903.52294921875 4.436556816101074 8.0 +735.5058330124011 5917.66650390625 4.439695358276367 8.0 +735.5671323770002 5915.33642578125 4.4418840408325195 8.0 +735.5875653658222 5916.29150390625 4.4457926750183105 8.0 +735.6079985551041 5912.92041015625 4.446610927581787 8.0 +735.6284316446254 5899.13916015625 4.4472761154174805 8.0 +735.6488646346115 5911.375 4.449671268463135 8.0 +735.6692978248248 5890.6220703125 4.449256896972656 8.0 +735.6897309155102 5908.8447265625 4.450470447540283 8.0 +735.7101639064276 5908.2236328125 4.4542741775512695 8.0 +735.730597097805 5920.2001953125 4.450678825378418 8.0 +735.7510301894217 5902.91064453125 4.467539310455322 8.0 +735.7714631815033 5914.61767578125 4.473100662231445 8.0 +735.791896373812 5902.4248046875 4.473530292510986 8.0 +735.8123294665929 5908.51806640625 4.472215175628662 8.0 +735.8327625596066 5904.87109375 4.476147651672363 8.0 +735.8531956529623 5902.951171875 4.47433614730835 8.0 +735.8940618408524 5909.0166015625 4.47693395614624 8.0 +735.9757942208089 5890.67626953125 4.475922584533691 8.0 +736.0370935095052 5899.642578125 4.478322505950928 8.0 +736.0983928012283 5894.3681640625 4.478068828582764 8.0 +736.1188259991322 5898.38623046875 4.480104446411133 8.0 +736.1596920960947 5896.80810546875 4.481062412261963 8.0 +736.1801252951627 5891.98681640625 4.480895042419434 8.0 +736.2414245943364 5888.94287109375 4.480790615081787 8.0 +736.2618576946843 5888.36328125 4.4805216789245605 8.0 +736.3027238965369 5887.51220703125 4.482002258300781 8.0 +736.3231569980417 5891.6572265625 4.481860160827637 8.0 +736.3435901997873 5891.22021484375 4.482570648193359 8.0 +736.364023201997 5882.49609375 4.483020305633545 8.0 +736.4253225106004 5889.203125 4.484504699707031 8.0 +736.4457556140842 5881.8408203125 4.483486652374268 8.0 +736.4661887180409 5890.48486328125 4.4835734367370605 8.0 +736.4866218223469 5883.46923828125 4.483558654785156 8.0 +736.5070550268792 5884.681640625 4.483764171600342 8.0 +736.5479211372367 5885.2197265625 4.484284400939941 8.0 +736.5683543429332 5881.37646484375 4.484197616577148 8.0 +736.6092204552697 5881.52783203125 4.484219551086426 8.0 +736.6296536620139 5877.9189453125 4.483841896057129 8.0 +736.6500867691138 5875.89501953125 4.484627723693848 8.0 +736.6909529842378 5871.63134765625 4.484632968902588 8.0 +736.7113860923855 5869.0927734375 4.4836225509643555 8.0 +736.7318193008832 5872.32177734375 4.484282970428467 8.0 +736.7522523097214 5874.384765625 4.484969615936279 8.0 +736.7931186284623 5877.78125 4.485285758972168 8.0 +736.8135516383481 5873.12939453125 4.485458850860596 8.0 +736.8339847485913 5872.0224609375 4.484941482543945 8.0 +736.8544179591845 5876.06591796875 4.485362529754639 8.0 +736.8748509701181 5868.46337890625 4.485096454620361 8.0 +736.8952841814098 5868.892578125 4.485487937927246 8.0 +736.91571729305 5878.44775390625 4.486001491546631 8.0 +736.9361503050313 5861.6748046875 4.484527111053467 8.0 +736.9770166301751 5865.80419921875 4.485828876495361 8.0 +736.9974497432049 5859.30322265625 4.4850544929504395 8.0 +737.0178828565913 5864.7255859375 4.485058307647705 8.0 +737.0383159704434 5866.12646484375 4.48588752746582 8.0 +737.058749084521 5861.25048828125 4.484619140625 8.0 +737.0791821989551 5872.033203125 4.486110687255859 8.0 +737.0996153138549 5865.26904296875 4.484823703765869 8.0 +737.5082776845593 5860.33447265625 4.4870381355285645 8.0 +737.5491440293699 5861.81201171875 4.487929344177246 8.0 +737.5695772523031 5860.4091796875 4.487166881561279 8.0 +737.5900102757005 5848.6015625 4.485606670379639 8.0 +737.671742772538 5858.5146484375 4.487729072570801 8.0 +737.7330421487786 5844.12255859375 4.485971927642822 8.0 +737.7534753749715 5859.90283203125 4.487807750701904 8.0 +737.7943416282797 5854.0048828125 4.48779296875 8.0 +737.8147747555195 5849.3623046875 4.486870765686035 8.0 +737.8556410110396 5850.38671875 4.490117073059082 8.0 +737.8760741393271 5854.46337890625 4.488053798675537 8.0 +737.9169403969427 5847.30419921875 4.4883551597595215 8.0 +737.937373526278 5848.2607421875 4.487538814544678 8.0 +737.957806755956 5853.78759765625 4.4880828857421875 8.0 +737.9782397861054 5847.3583984375 4.487208366394043 8.0 +737.9986729164884 5856.744140625 4.488708972930908 8.0 +738.0191061472142 5850.69970703125 4.488503456115723 8.0 +738.0395391784114 5852.72314453125 4.488868713378906 8.0 +738.0599723098421 5852.99609375 4.488267421722412 8.0 +738.080405541732 5853.11328125 4.488240718841553 8.0 +738.1008385738605 5849.197265625 4.4881696701049805 8.0 +738.1212717064554 5853.181640625 4.490755558013916 8.0 +738.1417049393931 5857.17724609375 4.489171504974365 8.0 +738.1621379725693 5849.62939453125 4.488028526306152 8.0 +738.2030043401974 5858.484375 4.489049434661865 8.0 +738.2234374745385 5858.998046875 4.489193916320801 8.0 +738.2438706092216 5862.04443359375 4.4922261238098145 8.0 +738.2643037442613 5849.15185546875 4.490423202514648 8.0 +738.2847368796502 5852.634765625 4.488876819610596 8.0 +738.3051700155047 5852.92626953125 4.492015361785889 8.0 +738.3256031515848 5854.44775390625 4.489878177642822 8.0 +738.3460362880214 5850.81005859375 4.4918622970581055 8.0 +738.3664695248008 5857.66455078125 4.491948127746582 8.0 +738.386902562168 5847.53466796875 4.490772247314453 8.0 +738.4073357995367 5846.79052734375 4.49105167388916 8.0 +738.4277688376023 5846.83349609375 4.4903388023376465 8.0 +738.4482019756615 5844.455078125 4.489284038543701 8.0 +738.4686352144272 5850.5712890625 4.489589214324951 8.0 +738.4890682534169 5851.5615234375 4.491595268249512 8.0 +738.5095013926475 5842.9697265625 4.488973617553711 8.0 +738.5299346323445 5847.87158203125 4.49081563949585 8.0 +738.5503676722728 5857.845703125 4.492508888244629 8.0 +738.5708008126603 5845.6259765625 4.489173412322998 8.0 +738.5912340535215 5845.3154296875 4.490100860595703 8.0 +738.6116670946067 5839.55615234375 4.489380359649658 8.0 +738.6321003361663 5838.130859375 4.488315582275391 8.0 +738.6525334779581 5848.66552734375 4.489254474639893 8.0 +738.6729665202147 5840.9609375 4.490649700164795 8.0 +738.6933997626984 5852.81005859375 4.4924139976501465 8.0 +738.7138329056543 5854.62744140625 4.492311000823975 8.0 +738.7342660488357 5846.23681640625 4.491433143615723 8.0 +738.7546991924901 5841.02783203125 4.4916181564331055 8.0 +738.7751323363773 5851.0380859375 4.492648601531982 8.0 +738.7955654807229 5847.71435546875 4.49237060546875 8.0 +738.8159986255414 5843.52783203125 4.492263317108154 8.0 +738.8364317705928 5842.73876953125 4.4914374351501465 8.0 +738.8568650158704 5840.6962890625 4.491511344909668 8.0 +738.8772981616203 5839.4541015625 4.491158962249756 8.0 +738.897731207835 5843.16162109375 4.491620063781738 8.0 +738.9181644542768 5846.18798828125 4.492398738861084 8.0 +738.9385976011908 5837.591796875 4.49138069152832 8.0 +738.9590306483369 5838.64990234375 4.491220474243164 8.0 +738.9794638959429 5838.96630859375 4.4916157722473145 8.0 +738.9998970437882 5849.07666015625 4.491949081420898 8.0 +739.0611963896445 5848.20849609375 4.493623733520508 8.0 +739.0816296391204 5840.6494140625 4.4916791915893555 8.0 +739.1020627888211 5841.91015625 4.491549968719482 8.0 +739.1429290891683 5844.3779296875 4.493515491485596 8.0 +739.1633622400332 5844.66552734375 4.492923259735107 8.0 +739.1837952911374 5835.34130859375 4.490609169006348 8.0 +739.2042285427087 5832.79296875 4.492391109466553 8.0 +739.2450949467748 5843.7275390625 4.492863178253174 8.0 +739.265527999276 5844.3701171875 4.492467880249023 8.0 +739.3063944056703 5839.95947265625 4.4927778244018555 8.0 +739.3268274593356 5838.64990234375 4.493232727050781 8.0 +739.3472606132273 5846.8330078125 4.493280410766602 8.0 +739.3676938675926 5836.0986328125 4.492119312286377 8.0 +739.3881269224221 5840.638671875 4.493349552154541 8.0 +739.4085600774779 5841.31591796875 4.493964672088623 8.0 +739.4289933330074 5845.85693359375 4.493758201599121 8.0 +739.4494264887617 5850.1513671875 4.493852138519287 8.0 +739.6537580666118 5837.71240234375 4.491002559661865 8.0 +739.6741912265643 5840.4033203125 4.494053363800049 8.0 +739.6946244867431 5850.5888671875 4.494643211364746 8.0 +739.7150575471605 5849.62109375 4.494430065155029 8.0 +739.7354907080444 5843.87646484375 4.491905689239502 8.0 +739.7559239691545 5842.705078125 4.493246555328369 8.0 +739.7763570307361 5843.85205078125 4.493255138397217 8.0 +739.7967901927841 5849.6162109375 4.4941792488098145 8.0 +739.9193892720432 5840.09912109375 4.492503643035889 8.0 +739.9398224364122 5842.75927734375 4.493565082550049 8.0 +739.9602556012542 5846.9677734375 4.494317531585693 8.0 +740.001121932095 5848.3486328125 4.495566368103027 8.0 +740.0215550978683 5842.55615234375 4.494697570800781 8.0 +740.0419882641072 5843.4384765625 4.494293689727783 8.0 +740.0624214308045 5844.982421875 4.4949164390563965 8.0 +740.0828546977427 5828.6884765625 4.493764400482178 8.0 +740.1032878651458 5840.2734375 4.49482536315918 8.0 +740.1237209330066 5845.349609375 4.495267868041992 8.0 +740.1441542011089 5848.43798828125 4.495162010192871 8.0 +740.1645873694433 5845.16845703125 4.494006633758545 8.0 +740.1850204382354 5849.6357421875 4.495471954345703 8.0 +740.2054537075019 5853.40478515625 4.49516487121582 8.0 +740.2258868770004 5845.5068359375 4.493713855743408 8.0 +740.2463199469566 5846.81787109375 4.494719982147217 8.0 +740.2667532171545 5850.09423828125 4.496112823486328 8.0 +740.3076195587055 5849.03173828125 4.496478080749512 8.0 +740.3280527300667 5850.642578125 4.495885372161865 8.0 +740.593684090556 5851.04052734375 4.49780797958374 8.0 +740.6141172668067 5846.35107421875 4.496615409851074 8.0 +740.6345503437551 5851.78564453125 4.497060298919678 8.0 +740.6549836206977 5849.6279296875 4.4978203773498535 8.0 +740.6754167983454 5859.19873046875 4.497493267059326 8.0 +740.6958499762259 5854.22021484375 4.497256755828857 8.0 +740.7162831543319 5852.396484375 4.497441291809082 8.0 +740.7367163329109 5851.58203125 4.495874881744385 8.0 +740.7571496119563 5851.853515625 4.497961521148682 8.0 +740.7775826912257 5857.5712890625 4.498745918273926 8.0 +740.7980158709688 5853.044921875 4.497949600219727 8.0 +740.8388822313791 5857.19873046875 4.497656345367432 8.0 +740.9001817747921 5862.31005859375 4.4989824295043945 8.0 +740.9206150566315 5859.2548828125 4.498249530792236 8.0 +740.941048138935 5854.82373046875 4.497361183166504 8.0 +740.9614813214648 5856.67578125 4.496817588806152 8.0 +740.9819146044683 5853.79736328125 4.498110294342041 8.0 +741.002347687936 5854.38134765625 4.498513221740723 8.0 +741.0432141555648 5851.40869140625 4.498678684234619 8.0 +741.0636472399638 5853.02099609375 4.497865676879883 8.0 +741.1658132675366 5860.400390625 4.498176574707031 8.0 +741.1862464540318 5855.4296875 4.497462749481201 8.0 +741.2066796409854 5860.99658203125 4.498293399810791 8.0 +741.2271128284119 5863.44140625 4.499316215515137 8.0 +741.2679793041898 5854.13671875 4.4983978271484375 8.0 +741.2884123925469 5861.66357421875 4.499263763427734 8.0 +741.3292788704202 5865.43115234375 4.498560905456543 8.0 +741.3497119599415 5858.68310546875 4.498958587646484 8.0 +741.3701452499226 5874.068359375 4.501194000244141 8.0 +741.3905784401431 5866.9794921875 4.499348163604736 8.0 +741.4110115308285 5870.3525390625 4.5001091957092285 8.0 +741.4314448217483 5860.203125 4.498900890350342 8.0 +741.4518780131257 5866.76220703125 4.499719142913818 8.0 +741.4723111047424 5864.083984375 4.498871803283691 8.0 +741.492744396819 5874.98974609375 4.501540184020996 8.0 +741.5131775893678 5871.47265625 4.499811172485352 8.0 +741.5336107821495 5873.4560546875 4.501506805419922 8.0 +741.5744770688689 5864.744140625 4.499892234802246 8.0 +741.5949103628154 5873.51171875 4.500748157501221 8.0 +741.6153435569868 5867.97119140625 4.500256538391113 8.0 +741.6357766516303 5869.8349609375 4.500153064727783 8.0 +741.6562099465082 5867.31298828125 4.500556945800781 8.0 +741.7175095336934 5867.5478515625 4.500816345214844 8.0 +741.7583760271664 5869.4873046875 4.500743389129639 8.0 +741.7788091241382 5894.1708984375 4.503551959991455 8.0 +741.8196756197067 5868.05810546875 4.5016584396362305 8.0 +741.8401088180763 5868.47802734375 4.500802516937256 8.0 +741.8605419166706 5875.1826171875 4.5022149085998535 8.0 +741.8809752157395 5879.4130859375 4.502540588378906 8.0 +741.9014084150404 5884.37109375 4.5031561851501465 8.0 +741.9218417148004 5875.4765625 4.5019707679748535 8.0 +741.9627080154969 5874.33447265625 4.501662731170654 8.0 +741.9831413161883 5876.869140625 4.501231670379639 8.0 +742.0240076189802 5887.49853515625 4.501476764678955 8.0 +742.0444409210686 5872.267578125 4.50147819519043 8.0 +742.0648740233955 5887.1455078125 4.503571033477783 8.0 +742.0853072259561 5875.9091796875 4.502131462097168 8.0 +742.1057405289757 5873.55126953125 4.502254009246826 8.0 +742.1261736324668 5878.541015625 4.502513408660889 8.0 +742.1466069361923 5884.8486328125 4.501531600952148 8.0 +742.1670401403753 5875.5986328125 4.5023322105407715 8.0 +742.1874732450306 5887.6845703125 4.502723217010498 8.0 +742.2079065499202 5874.81787109375 4.501569747924805 8.0 +742.2487728606211 5886.95849609375 4.502970218658447 8.0 +742.2692061666748 5885.3515625 4.504051685333252 8.0 +742.2896392729526 5881.416015625 4.504302024841309 8.0 +742.3100725797049 5880.13330078125 4.503049373626709 8.0 +742.330505786922 5878.41064453125 4.5025177001953125 8.0 +742.3509389943647 5887.11328125 4.503488540649414 8.0 +742.4122386188028 5884.26123046875 4.503784656524658 8.0 +742.4735382467334 5881.4111328125 4.5037126541137695 8.0 +742.4939715567452 5886.40576171875 4.503790855407715 8.0 +742.5144046672212 5893.64306640625 4.505814075469971 8.0 +742.5348379779243 5891.16064453125 4.503139972686768 8.0 +742.5552711890996 5893.572265625 4.504521369934082 8.0 +742.5757043005069 5898.27685546875 4.505195617675781 8.0 +742.5961376123742 5891.0087890625 4.505232334136963 8.0 +742.6165708247136 5883.8125 4.504856109619141 8.0 +742.637003937285 5887.724609375 4.505129814147949 8.0 +742.6574372503164 5896.92138671875 4.505871772766113 8.0 +742.6778704635872 5892.61328125 4.505527496337891 8.0 +742.698303777317 5893.68017578125 4.5042643547058105 8.0 +742.7187368912855 5895.54248046875 4.505208492279053 8.0 +742.7391701057204 5896.30517578125 4.505393981933594 8.0 +742.7596034206144 5897.5185546875 4.5055131912231445 8.0 +742.7800365357471 5895.33154296875 4.505392074584961 8.0 +742.8004697513461 5900.03955078125 4.505985260009766 8.0 +742.8209030671715 5900.08203125 4.506864070892334 8.0 +742.8617694002314 5896.7158203125 4.505852699279785 8.0 +742.9026358346819 5901.98486328125 4.506183624267578 8.0 +742.9230691523771 5899.95458984375 4.506549835205078 8.0 +742.9435022705293 5899.373046875 4.505911827087402 8.0 +742.9639354889223 5891.71484375 4.505621433258057 8.0 +742.9843688077817 5901.921875 4.507139682769775 8.0 +743.0048020270988 5897.1533203125 4.507183074951172 8.0 +743.0252351466552 5900.48583984375 4.506479263305664 8.0 +743.0456684666788 5902.36376953125 4.507293701171875 8.0 +743.0661016869271 5911.07861328125 4.508116245269775 8.0 +743.0865348076477 5902.615234375 4.507778167724609 8.0 +743.1069681288354 5914.7138671875 4.509239196777344 8.0 +743.1478346719014 5902.86328125 4.506684303283691 8.0 +743.1682677942517 5914.75634765625 4.510426998138428 8.0 +743.1887010168284 5906.54052734375 4.5094075202941895 8.0 +743.209134339646 5914.765625 4.51025390625 8.0 +743.2500006866685 5917.18017578125 4.5088348388671875 8.0 +743.3317336849141 5913.32568359375 4.50931453704834 8.0 +743.4338998162129 5922.10302734375 4.510532379150391 8.0 +743.4543330434535 5917.29541015625 4.509721279144287 8.0 +743.4951994993244 5921.6884765625 4.511023998260498 8.0 +743.5156327277291 5913.07666015625 4.509587287902832 8.0 +743.5360659565922 5925.10009765625 4.510271072387695 8.0 +743.5564991859283 5921.791015625 4.511303424835205 8.0 +743.5769324154971 5920.97998046875 4.5101470947265625 8.0 +743.5973656452989 5920.01611328125 4.510551929473877 8.0 +743.638232106292 5916.3154296875 4.5089640617370605 8.0 +743.6586653374834 5923.85205078125 4.50994348526001 8.0 +743.6790985689149 5912.00244140625 4.509130477905273 8.0 +743.69953190058 5918.61572265625 4.5099196434021 8.0 +743.7199651329356 5921.74658203125 4.510127544403076 8.0 +743.8221312991664 5925.35595703125 4.5109453201293945 8.0 +743.8425645336174 5925.39501953125 4.5099196434021 8.0 +743.8629976683078 5920.63134765625 4.511137962341309 8.0 +743.8834310034654 5928.81787109375 4.511499881744385 8.0 +743.9038642390806 5919.26611328125 4.510862350463867 8.0 +743.9242975749366 5924.556640625 4.511067867279053 8.0 +743.9447307112569 5934.9697265625 4.5124897956848145 8.0 +743.9651639478034 5927.88427734375 4.512086868286133 8.0 +744.0060304220751 5932.34814453125 4.511514663696289 8.0 +744.0264636597858 5925.810546875 4.512226581573486 8.0 +744.0468968979694 5930.7197265625 4.51243782043457 8.0 +744.0673301363859 5936.82763671875 4.512729644775391 8.0 +744.0877633752607 5933.154296875 4.5128173828125 8.0 +744.1081967146092 5939.919921875 4.513115406036377 8.0 +744.1286298541891 5926.736328125 4.512327194213867 8.0 +744.149063193996 5936.61328125 4.512506008148193 8.0 +744.1694964342751 5936.20849609375 4.512816905975342 8.0 +744.189929575019 5936.1943359375 4.511905193328857 8.0 +744.2307961576662 5925.21923828125 4.512121677398682 8.0 +744.2512292993415 5949.04931640625 4.5144147872924805 8.0 +744.2920958840841 5934.1484375 4.512521743774414 8.0 +744.3125292271579 5939.79833984375 4.513381004333496 8.0 +744.3533956139945 5937.33154296875 4.513155937194824 8.0 +744.3738289579924 5937.64501953125 4.513333320617676 8.0 +744.3942621024617 5941.76806640625 4.513090133666992 8.0 +744.4146953473974 5934.10546875 4.5133795738220215 8.0 +744.4351286925666 5941.3359375 4.514318943023682 8.0 +744.475995083827 5933.5556640625 4.51344633102417 8.0 +744.4964284301532 5938.7392578125 4.513688087463379 8.0 +744.5168615767179 5935.4521484375 4.513858795166016 8.0 +744.5372949237499 5937.005859375 4.514135360717773 8.0 +744.5577281712467 5945.7109375 4.515085220336914 8.0 +744.5781613189683 5948.716796875 4.514779090881348 8.0 +744.7211941637725 5947.00341796875 4.515803337097168 8.0 +744.7416274145216 5939.53173828125 4.514858245849609 8.0 +744.7824939171987 5948.90771484375 4.515561103820801 8.0 +744.8029271688865 5946.27001953125 4.5164690017700195 8.0 +744.8233604212655 5952.53466796875 4.516363143920898 8.0 +744.8437936738846 5940.79931640625 4.5146918296813965 8.0 +744.8846602802805 5946.66455078125 4.515130996704102 8.0 +744.9255267880726 5945.259765625 4.515812873840332 8.0 +744.9459600425544 5951.41162109375 4.515621185302734 8.0 +744.9663931972682 5946.4970703125 4.514830589294434 8.0 +744.9868265524419 5939.33935546875 4.514777660369873 8.0 +745.0072598080878 5949.45947265625 4.516541957855225 8.0 +745.0481263205365 5949.82373046875 4.515732765197754 8.0 +745.0685595771138 5953.53564453125 4.515921115875244 8.0 +745.0889927341559 5942.03759765625 4.515381336212158 8.0 +745.109426091658 5957.47509765625 4.51632833480835 8.0 +745.1298593496322 5943.283203125 4.515934467315674 8.0 +745.1707258662718 5958.548828125 4.5178446769714355 8.0 +745.1911591251774 5947.06640625 4.515909671783447 8.0 +745.2115924845493 5952.93896484375 4.517176151275635 8.0 +745.2320256443782 5952.5380859375 4.517014026641846 8.0 +745.2524589044478 5958.56884765625 4.517453193664551 8.0 +745.2933254257441 5952.818359375 4.517056941986084 8.0 +745.3137587867459 5958.29541015625 4.516922950744629 8.0 +745.3341920484454 5947.5849609375 4.516617774963379 8.0 +745.3546253103705 5949.12255859375 4.516485691070557 8.0 +745.3750585727685 5963.97900390625 4.518158435821533 8.0 +745.4159249984878 5948.97119140625 4.517833709716797 8.0 +745.4363583618178 5954.4755859375 4.517360210418701 8.0 +745.4567916256128 5948.3642578125 4.516408920288086 8.0 +745.4772247898654 5958.82373046875 4.517847061157227 8.0 +745.4976581543597 5949.544921875 4.516976356506348 8.0 +745.558957950394 5964.4033203125 4.518091678619385 8.0 +745.6202577496879 5957.1748046875 4.518322467803955 8.0 +745.6406910167425 5960.45361328125 4.518293380737305 8.0 +745.6611243842563 5964.0771484375 4.519130706787109 8.0 +745.6815575522414 5958.388671875 4.518410682678223 8.0 +745.7019908206858 5961.85205078125 4.51780891418457 8.0 +745.7224241893709 5959.2841796875 4.518228054046631 8.0 +745.7428573582874 5954.5322265625 4.516942977905273 8.0 +745.8041571678259 5964.2236328125 4.519122123718262 8.0 +745.8245905383665 5939.31201171875 4.516733169555664 8.0 +745.8858903520959 5959.02978515625 4.517801761627197 8.0 +745.9063236242728 5958.0390625 4.518438339233398 8.0 +745.9676234426588 5959.22314453125 4.518953800201416 8.0 +745.9880567162327 5958.2880859375 4.518344879150391 8.0 +746.0084899900321 5962.0986328125 4.519657611846924 8.0 +746.0902230896754 5956.453125 4.519563674926758 8.0 +746.1106564653455 5959.6787109375 4.519443511962891 8.0 +746.1310896414725 5960.59130859375 4.520016670227051 8.0 +746.1515230180739 5961.72216796875 4.5187482833862305 8.0 +746.1719562951403 5965.552734375 4.519366264343262 8.0 +746.1923894724314 5955.23388671875 4.519168853759766 8.0 +746.2128228499641 5963.265625 4.519322872161865 8.0 +746.2332561279618 5977.2548828125 4.520878791809082 8.0 +746.3149893441296 5960.29052734375 4.520609378814697 8.0 +746.3354225239891 5955.37939453125 4.519025802612305 8.0 +746.3558558043151 5960.41064453125 4.52005672454834 8.0 +746.3762891848673 5968.20751953125 4.519736289978027 8.0 +746.3967223661239 5955.76171875 4.5191826820373535 8.0 +746.4171556473812 5964.568359375 4.519288539886475 8.0 +746.4375890293304 5964.1015625 4.520193099975586 8.0 +746.4580222115183 5958.181640625 4.519253253936768 8.0 +746.5397554439842 5956.12841796875 4.519969940185547 8.0 +746.6010552973021 5959.5908203125 4.519382953643799 8.0 +746.6214885825102 5965.39404296875 4.51936149597168 8.0 +746.6419217681905 5958.24951171875 4.520270824432373 8.0 +746.6623551540979 5962.46044921875 4.519228458404541 8.0 +746.6827884402446 5969.578125 4.5215744972229 8.0 +746.7032216270891 5969.88525390625 4.521459579467773 8.0 +746.7236550141679 5964.912109375 4.521022796630859 8.0 +746.7440883014715 5961.388671875 4.520778656005859 8.0 +746.7645216894816 5965.39208984375 4.52036714553833 8.0 +746.7849548777158 5970.849609375 4.521888256072998 8.0 +746.8053881661908 5972.46875 4.521667957305908 8.0 +746.8258215551323 5955.89990234375 4.520339012145996 8.0 +746.8462547445379 5968.17822265625 4.520328998565674 8.0 +746.8666880341698 5958.99169921875 4.519819259643555 8.0 +746.8871214242754 5959.7861328125 4.520853042602539 8.0 +746.9075546148379 5953.76953125 4.519845008850098 8.0 +746.927988005642 5962.265625 4.519210338592529 8.0 +747.0097211728062 5966.30517578125 4.521909236907959 8.0 +747.0301544654649 5962.8154296875 4.521052837371826 8.0 +747.0505877585965 5961.28662109375 4.520322799682617 8.0 +747.0914543460167 5960.78125 4.520598888397217 8.0 +747.1323209348411 5961.78515625 4.520961761474609 8.0 +747.1527543298289 5973.31787109375 4.520731449127197 8.0 +747.173187625056 5962.2421875 4.521653175354004 8.0 +747.1936208209809 5963.908203125 4.521793365478516 8.0 +747.2140542171328 5953.74169921875 4.519941329956055 8.0 +747.2344875135241 5965.67724609375 4.5214385986328125 8.0 +747.2549207103802 5970.2822265625 4.521850109100342 8.0 +747.2753541076963 5965.33349609375 4.521274566650391 8.0 +747.295787305251 5962.2119140625 4.520028591156006 8.0 +747.3162207032728 5962.076171875 4.521465301513672 8.0 +747.3366540017523 5955.8515625 4.520778179168701 8.0 +747.3570872004711 5957.083984375 4.520978927612305 8.0 +747.3775205996571 5954.89111328125 4.521349906921387 8.0 +747.3979538990679 5965.38427734375 4.521524429321289 8.0 +747.4388204993011 5955.89892578125 4.520792484283447 8.0 +747.459253799876 5962.61474609375 4.521395683288574 8.0 +747.4796870009231 5960.00048828125 4.521315574645996 8.0 +747.5001204024375 5967.19775390625 4.520908832550049 8.0 +747.5205537041766 5961.92626953125 4.521023750305176 8.0 +747.5409871063894 5952.25537109375 4.519914150238037 8.0 +747.5614203088335 5963.52587890625 4.521827697753906 8.0 +747.5818536117367 5956.11376953125 4.520934581756592 8.0 +747.6022870151137 5950.115234375 4.5204081535339355 8.0 +747.622720218722 5961.18212890625 4.521932125091553 8.0 +747.6431535227894 5952.6083984375 4.519628524780273 8.0 +747.6635869273305 5952.9091796875 4.519012451171875 8.0 +747.6840201321029 5957.2802734375 4.518768310546875 8.0 +747.7453201487369 5956.5634765625 4.520987033843994 8.0 +747.7657534551399 5953.64013671875 4.52029275894165 8.0 +747.7861867617758 5950.9345703125 4.520450115203857 8.0 +747.8474866842371 5956.44580078125 4.520415306091309 8.0 +747.8679199924954 5957.46240234375 4.520808219909668 8.0 +747.8883534009947 5947.72900390625 4.520236492156982 8.0 +747.908786609958 5957.4072265625 4.521176338195801 8.0 +747.9292200193813 5955.51513671875 4.521301746368408 8.0 +747.9496532290432 5951.1630859375 4.5217742919921875 8.0 +747.9905199497589 5955.0224609375 4.521642684936523 8.0 +748.0518198833961 5963.9267578125 4.523434638977051 8.0 +748.0722530953863 5945.77685546875 4.520475387573242 8.0 +748.1131198205258 5946.41015625 4.521123886108398 8.0 +748.1335530336801 5955.2353515625 4.521311283111572 8.0 +748.1539864473016 5947.28955078125 4.521354675292969 8.0 +748.1948529754663 5948.3759765625 4.520320892333984 8.0 +748.2152863900192 5952.26123046875 4.520998001098633 8.0 +748.2357197050296 5946.97705078125 4.520483016967773 8.0 +748.256153020513 5950.5849609375 4.5219035148620605 8.0 +748.2765863362292 5950.48974609375 4.5214715003967285 8.0 +748.2970196524038 5947.93505859375 4.52177619934082 8.0 +748.3174530690521 5942.8408203125 4.521548748016357 8.0 +748.3378862859317 5938.67919921875 4.5205559730529785 8.0 +748.3583196032705 5950.57373046875 4.521713733673096 8.0 +748.3787530208501 5944.7509765625 4.521448135375977 8.0 +748.3991863388947 5942.66650390625 4.52065372467041 8.0 +748.4196195573968 5935.34814453125 4.5204620361328125 8.0 +748.4400529761406 5944.9892578125 4.521271228790283 8.0 +748.460486295342 5935.314453125 4.521372318267822 8.0 +748.4809195150156 5940.40185546875 4.519526958465576 8.0 +748.5013529349235 5939.736328125 4.520248889923096 8.0 +748.5217862552963 5946.65478515625 4.52181339263916 8.0 +748.5422195761275 5934.84716796875 4.519710063934326 8.0 +748.5626528971989 5945.71923828125 4.52047061920166 8.0 +748.5830861187351 5934.380859375 4.520324230194092 8.0 +748.6035195404984 5937.27978515625 4.520592212677002 8.0 +748.6239528627339 5928.49609375 4.518580913543701 8.0 +748.6443860854342 5944.57177734375 4.521862983703613 8.0 +748.6648195083617 5932.06201171875 4.519639015197754 8.0 +748.6852528317613 5941.5869140625 4.520801067352295 8.0 +748.705686055393 5936.703125 4.519798278808594 8.0 +748.7261194797175 5930.609375 4.518966197967529 8.0 +748.7465528040484 5931.43212890625 4.519058704376221 8.0 +748.7874194543328 5934.0234375 4.519903659820557 8.0 +748.8078527800608 5934.64501953125 4.520479679107666 8.0 +748.828286206015 5933.1904296875 4.519194602966309 8.0 +748.8691527593328 5916.9638671875 4.517226696014404 8.0 +748.8895861864512 5919.7412109375 4.517814636230469 8.0 +748.9100195140418 5920.22900390625 4.517426013946533 8.0 +748.950886170147 5927.44775390625 4.519308090209961 8.0 +748.9917528278893 5929.54248046875 4.520052909851074 8.0 +749.0121861575681 5924.97509765625 4.517914772033691 8.0 +749.0326194872541 5933.07421875 4.519383430480957 8.0 +749.0530529174066 5928.3857421875 4.51952600479126 8.0 +749.073486148016 5931.236328125 4.518718719482422 8.0 +749.093919479099 5917.63818359375 4.518253803253174 8.0 +749.1143528104149 5919.06982421875 4.519007205963135 8.0 +749.1347861421891 5920.390625 4.518404006958008 8.0 +749.1756529069171 5921.83203125 4.519933700561523 8.0 +749.1960861396219 5931.25 4.520491600036621 8.0 +749.216519573034 5919.126953125 4.519481658935547 8.0 +749.2573861405472 5926.79736328125 4.520205020904541 8.0 +749.2778195751234 5921.310546875 4.519139766693115 8.0 +749.298252809931 5922.810546875 4.519082069396973 8.0 +749.3186862449656 5921.2509765625 4.518444061279297 8.0 +749.3391195804725 5916.283203125 4.518360137939453 8.0 +749.3595528164442 5920.34326171875 4.518923759460449 8.0 +749.3799862528758 5919.7158203125 4.517943382263184 8.0 +749.4004195895468 5914.91064453125 4.518441200256348 8.0 +749.4208529264506 5912.84228515625 4.519076347351074 8.0 +749.4412862640456 5914.1318359375 4.518173694610596 8.0 +749.4617196018808 5918.6494140625 4.519437789916992 8.0 +749.4821529399487 5917.3076171875 4.518935203552246 8.0 +749.5025862787079 5916.5234375 4.519188404083252 8.0 +749.5230196177072 5922.6064453125 4.520496845245361 8.0 +749.5434530569328 5916.365234375 4.518106937408447 8.0 +749.6047530771903 5899.98095703125 4.516500949859619 8.0 +749.6251864182777 5910.52001953125 4.518278121948242 8.0 +749.6660531011585 5916.9814453125 4.519400596618652 8.0 +749.7069196854427 5914.98583984375 4.5203447341918945 8.0 +749.7273531284009 5910.9697265625 4.518367767333984 8.0 +749.747786471351 5915.486328125 4.519220352172852 8.0 +749.7682198150069 5904.72802734375 4.517551898956299 8.0 +749.7886531588883 5908.33154296875 4.517820835113525 8.0 +749.8090865032427 5904.4599609375 4.517529010772705 8.0 +749.8499531931157 5903.83349609375 4.517623424530029 8.0 +749.911253230588 5906.2646484375 4.518612861633301 8.0 +749.9316866770387 5905.81591796875 4.518002510070801 8.0 +749.9521199241863 5907.49462890625 4.518671035766602 8.0 +749.9725532715674 5914.47119140625 4.519235610961914 8.0 +749.992986719175 5903.67529296875 4.51802396774292 8.0 +750.0134199672539 5895.85205078125 4.518250942230225 8.0 +750.0338533157919 5901.7412109375 4.518632888793945 8.0 +750.0542867648037 5902.86083984375 4.518084526062012 8.0 +750.0747201140475 5894.318359375 4.5180745124816895 8.0 +750.0951533637563 5902.482421875 4.517765045166016 8.0 +750.1360201641 5901.7509765625 4.51774787902832 8.0 +750.1564535149664 5895.55126953125 4.51786994934082 8.0 +750.1768868660729 5896.7333984375 4.517714977264404 8.0 +750.2586202746825 5900.79931640625 4.5173468589782715 8.0 +750.2790537276451 5903.3330078125 4.518187999725342 8.0 +750.3199204349803 5897.2275390625 4.5179009437561035 8.0 +750.3403537893391 5896.615234375 4.5182204246521 8.0 +750.3607870439373 5886.58984375 4.516433238983154 8.0 +750.4016538542928 5883.65185546875 4.516519069671631 8.0 +750.4220871100551 5899.541015625 4.518476963043213 8.0 +750.4425205660518 5898.3681640625 4.518229961395264 8.0 +750.4629538227382 5890.07080078125 4.518559455871582 8.0 +750.4833871796654 5897.5791015625 4.518147945404053 8.0 +750.5038206368263 5894.27978515625 4.517673015594482 8.0 +750.524253894444 5899.1552734375 4.5173492431640625 8.0 +750.5446873525361 5892.10302734375 4.517197132110596 8.0 +750.5651207110932 5886.20068359375 4.517121315002441 8.0 +750.585553969875 5898.93017578125 4.518378734588623 8.0 +750.6059874291313 5886.95068359375 4.516646862030029 8.0 +750.6264207886197 5887.39404296875 4.51809024810791 8.0 +750.6468541485665 5885.4345703125 4.516878604888916 8.0 +750.6877208696387 5885.89404296875 4.517596244812012 8.0 +750.7081542307496 5891.5234375 4.517154216766357 8.0 +750.7490209541429 5888.62255859375 4.517475128173828 8.0 +750.769454416426 5890.529296875 4.51713228225708 8.0 +750.789887779174 5888.9453125 4.517149925231934 8.0 +750.8103210421541 5887.0078125 4.517782688140869 8.0 +750.8307545055941 5889.86865234375 4.5176568031311035 8.0 +750.8511878695062 5885.79541015625 4.517382621765137 8.0 +750.8716211336432 5890.69482421875 4.517580509185791 8.0 +750.9124879630981 5903.12939453125 4.519862174987793 8.0 +750.9329214284007 5883.796875 4.517850399017334 8.0 +750.9737880601824 5885.5078125 4.5181450843811035 8.0 +751.0146547935874 5874.23388671875 4.516632556915283 8.0 +751.0350881607592 5882.46044921875 4.517409801483154 8.0 +751.0963881648277 5880.5087890625 4.516961574554443 8.0 +751.1168216336227 5883.96484375 4.517186641693115 8.0 +751.1372550026572 5883.23291015625 4.516913890838623 8.0 +751.1576884723909 5879.11376953125 4.517336368560791 8.0 +751.1781217421158 5883.091796875 4.517748832702637 8.0 +751.1985551125472 5882.40966796875 4.517905235290527 8.0 +751.2189885832122 5881.48828125 4.517449855804443 8.0 +751.2394218543341 5877.466796875 4.516854286193848 8.0 +751.280288697526 5873.7392578125 4.51615047454834 8.0 +751.3415888153322 5871.08984375 4.516963005065918 8.0 +751.3620221887832 5877.7978515625 4.516792297363281 8.0 +751.3824555624742 5881.0341796875 4.517922401428223 8.0 +751.4028889366309 5875.630859375 4.515775680541992 8.0 +751.5254891894729 5871.86328125 4.518065452575684 8.0 +751.545922666417 5874.4140625 4.517150402069092 8.0 +751.5663560436005 5877.88330078125 4.517984390258789 8.0 +751.586789321249 5870.85107421875 4.517306327819824 8.0 +751.6072227991244 5880.3984375 4.516977787017822 8.0 +751.6276561774721 5880.45458984375 4.517375946044922 8.0 +751.6889563148361 5864.310546875 4.516770362854004 8.0 +751.7298230750166 5878.15673828125 4.517969131469727 8.0 +751.7706898368342 5874.98046875 4.516982078552246 8.0 +751.8728567476501 5867.04833984375 4.5178914070129395 8.0 +751.89329013112 5874.82958984375 4.518773078918457 8.0 +751.9137235148155 5867.509765625 4.517644882202148 8.0 +751.9341569989847 5871.0283203125 4.51745080947876 8.0 +751.9545903833787 5865.10107421875 4.5170512199401855 8.0 +751.9750236682448 5867.18603515625 4.517322540283203 8.0 +751.9954571535782 5871.12255859375 4.516949653625488 8.0 +752.0158905391363 5870.203125 4.518006801605225 8.0 +752.0363238253994 5864.92138671875 4.517194747924805 8.0 +752.0567573116641 5864.2705078125 4.517485618591309 8.0 +752.0771906986192 5866.85400390625 4.517873287200928 8.0 +752.0976239858137 5870.06494140625 4.51863431930542 8.0 +752.1180574732425 5867.25439453125 4.518497467041016 8.0 +752.138490861129 5870.34619140625 4.518293380737305 8.0 +752.1589243494891 5861.61669921875 4.518120765686035 8.0 +752.199791027364 5863.63134765625 4.517651557922363 8.0 +752.3632581542479 5859.97216796875 4.517812728881836 8.0 +752.4245583330558 5863.0185546875 4.518223762512207 8.0 +752.4449918267637 5857.48681640625 4.517498016357422 8.0 +752.4654252209439 5872.65869140625 4.518273830413818 8.0 +752.5062920102282 5857.0810546875 4.517858028411865 8.0 +752.5267254055725 5853.51123046875 4.517457008361816 8.0 +752.5471588011496 5865.44775390625 4.518364906311035 8.0 +752.5675921971851 5860.65283203125 4.517837047576904 8.0 +752.6901925813436 5862.31640625 4.518343925476074 8.0 +752.7106260801811 5853.31103515625 4.517658233642578 8.0 +752.7310594792507 5861.96630859375 4.519614219665527 8.0 +752.7514927787779 5859.67822265625 4.51850700378418 8.0 +752.7719262785467 5861.56103515625 4.519339084625244 8.0 +752.7923596787732 5857.55419921875 4.518278121948242 8.0 +752.8127929794719 5860.40771484375 4.51983642578125 8.0 +752.8536598820356 5862.27685546875 4.5193681716918945 8.0 +752.8740931838911 5866.5869140625 4.520187854766846 8.0 +752.8945266859882 5860.41259765625 4.518881797790527 8.0 +752.914960088543 5854.42529296875 4.5178914070129395 8.0 +752.9353934915707 5856.37646484375 4.518668174743652 8.0 +752.9558268948313 5859.78515625 4.519293785095215 8.0 +753.0171271071667 5855.76513671875 4.518594264984131 8.0 +753.0375605120498 5856.03466796875 4.519057273864746 8.0 +753.2214612735042 5854.98681640625 4.51829195022583 8.0 +753.2418946821199 5850.0439453125 4.517683506011963 8.0 +753.3031949107535 5859.31103515625 4.519627571105957 8.0 +753.3236284209997 5857.20703125 4.5186052322387695 8.0 +753.3440617317028 5858.732421875 4.518743515014648 8.0 +753.3644951426468 5854.6201171875 4.518128395080566 8.0 +753.446228890607 5856.77734375 4.5187668800354 8.0 +753.4666622036384 5852.173828125 4.518424034118652 8.0 +753.4870956171435 5852.82470703125 4.518004417419434 8.0 +753.5892626895438 5858.833984375 4.519612789154053 8.0 +753.6301296214369 5849.6279296875 4.518579959869385 8.0 +753.6505629377352 5852.51416015625 4.518843650817871 8.0 +753.6709964547335 5857.4970703125 4.519145488739014 8.0 +753.7118632894199 5852.89990234375 4.518410682678223 8.0 +753.7322967075816 5855.681640625 4.519267559051514 8.0 +753.7731635445962 5846.06005859375 4.518816947937012 8.0 +753.7935969636892 5850.1201171875 4.518787384033203 8.0 +753.8140303832479 5857.263671875 4.519851207733154 8.0 +753.8344639032657 5861.9736328125 4.5197930335998535 8.0 +753.8548972235221 5857.771484375 4.5191650390625 8.0 +753.8753306442377 5854.1923828125 4.518441200256348 8.0 +753.895764165427 5854.2744140625 4.518959045410156 8.0 +753.9161974868475 5864.23828125 4.519918918609619 8.0 +753.936631008728 5856.7099609375 4.518399238586426 8.0 +753.9570644308478 5862.40380859375 4.519618034362793 8.0 +753.9774977534325 5859.173828125 4.519530296325684 8.0 +753.9979312764772 5858.51513671875 4.51983642578125 8.0 +754.018364699994 5854.48828125 4.5186238288879395 8.0 +754.0387980237429 5849.423828125 4.518158912658691 8.0 +754.0592315479516 5853.79931640625 4.518701076507568 8.0 +754.0796649723998 5859.138671875 4.519341945648193 8.0 +754.1205318226857 5863.70361328125 4.520352840423584 8.0 +754.140965248298 5859.619140625 4.51936149597168 8.0 +754.1613987743767 5861.2431640625 4.518564701080322 8.0 +754.2022655279216 5863.09033203125 4.519307613372803 8.0 +754.2226989551637 5854.173828125 4.517741680145264 8.0 +754.2431323826313 5849.9189453125 4.518475532531738 8.0 +754.2635658108047 5868.06689453125 4.520575523376465 8.0 +754.283999239211 5859.48974609375 4.519208908081055 8.0 +754.3044326680756 5861.60205078125 4.51936674118042 8.0 +754.3248661971811 5859.57666015625 4.5191874504089355 8.0 +754.3452996267515 5854.09912109375 4.518531322479248 8.0 +754.3657329567795 5853.259765625 4.518813610076904 8.0 +754.4065999177838 5857.51220703125 4.519145965576172 8.0 +754.4270332489759 5859.0390625 4.519085884094238 8.0 +754.4474667804097 5861.76708984375 4.5191216468811035 8.0 +754.4679002123085 5860.85400390625 4.519246578216553 8.0 +754.5087670772627 5857.9189453125 4.519073009490967 8.0 +754.5292005103256 5858.22802734375 4.5196099281311035 8.0 +754.5700673776082 5870.794921875 4.520522117614746 8.0 +754.6109343462886 5856.625 4.5187296867370605 8.0 +754.6313676814461 5857.232421875 4.518795967102051 8.0 +754.6518011166045 5859.72802734375 4.518791675567627 8.0 +754.6722346524548 5859.9951171875 4.519289493560791 8.0 +754.6926679885437 5862.02783203125 4.519452095031738 8.0 +754.7131015250925 5860.13232421875 4.519781112670898 8.0 +754.7335349621135 5862.5751953125 4.51877498626709 8.0 +754.7539682993665 5863.30517578125 4.520321369171143 8.0 +754.7948352750318 5865.0810546875 4.519557952880859 8.0 +754.8357021523261 5871.166015625 4.520837783813477 8.0 +754.8561355916754 5859.04296875 4.518833637237549 8.0 +754.8765690312575 5869.97998046875 4.520756244659424 8.0 +754.9378693525578 5864.09912109375 4.52021598815918 8.0 +754.9787362352072 5863.333984375 4.519808769226074 8.0 +754.9991696771176 5869.19384765625 4.519336223602295 8.0 +755.0196031194937 5869.91552734375 4.520505905151367 8.0 +755.0400365620953 5867.64892578125 4.5195746421813965 8.0 +755.0604701051707 5863.24169921875 4.5191216468811035 8.0 +755.0809034487029 5873.35791015625 4.520788192749023 8.0 +755.1013369927095 5871.7294921875 4.520442962646484 8.0 +755.1217704369483 5879.6142578125 4.522078990936279 8.0 +755.1422037816519 5872.24755859375 4.520611763000488 8.0 +755.1626373265826 5864.97314453125 4.519654273986816 8.0 +755.2239376639482 5868.04248046875 4.519207954406738 8.0 +755.2443711105152 5877.29443359375 4.519743919372559 8.0 +755.2648044575471 5867.5556640625 4.52018928527832 8.0 +755.285238005039 5876.06396484375 4.5217671394348145 8.0 +755.3056714527702 5867.08740234375 4.519968509674072 8.0 +755.3261050007277 5869.59619140625 4.521183490753174 8.0 +755.3465383493894 5871.18994140625 4.520306587219238 8.0 +755.3669717982848 5879.63037109375 4.521308898925781 8.0 +755.4078386972324 5874.74365234375 4.522036552429199 8.0 +755.4282721472919 5869.81201171875 4.521839618682861 8.0 +755.5100060514742 5880.78564453125 4.521199703216553 8.0 +755.5713064086303 5875.9970703125 4.521939277648926 8.0 +755.5917397617159 5878.6796875 4.521780490875244 8.0 +755.6121733152686 5874.3544921875 4.522241592407227 8.0 +755.6326067692789 5879.5029296875 4.5219221115112305 8.0 +755.69390713342 5882.05322265625 4.5228095054626465 8.0 +755.7143406888354 5879.6123046875 4.521636486053467 8.0 +755.7347740447149 5875.939453125 4.5219645500183105 8.0 +755.7552075010535 5880.77587890625 4.523029804229736 8.0 +755.775641057633 5875.7783203125 4.522398471832275 8.0 +755.7960744146767 5876.62939453125 4.522080421447754 8.0 +755.8165078721795 5881.72802734375 4.521953105926514 8.0 +755.8369414299232 5880.0849609375 4.522442817687988 8.0 +755.857374788131 5879.666015625 4.522754669189453 8.0 +755.8778083467987 5888.15673828125 4.523285388946533 8.0 +755.8982418057058 5890.83935546875 4.523880958557129 8.0 +755.9186751650705 5884.45703125 4.5235395431518555 8.0 +755.9799756455104 5879.00927734375 4.522387504577637 8.0 +756.0208425677483 5890.27197265625 4.523828983306885 8.0 +756.1230098799642 5896.330078125 4.5243821144104 8.0 +756.16387680755 5891.60107421875 4.523591041564941 8.0 +756.184310272045 5894.423828125 4.523239612579346 8.0 +756.2047437367728 5900.7099609375 4.524693965911865 8.0 +756.2251773019598 5888.828125 4.523301124572754 8.0 +756.2456106676182 5903.0849609375 4.52426815032959 8.0 +756.2660441335101 5884.6796875 4.521420478820801 8.0 +756.2864776998613 5890.67333984375 4.523112773895264 8.0 +756.306911066451 5895.02490234375 4.5225934982299805 8.0 +756.3273446337407 5901.384765625 4.524099826812744 8.0 +756.3477781012552 5901.54052734375 4.5245866775512695 8.0 +756.3682114690091 5891.7412109375 4.5223612785339355 8.0 +756.3886450372302 5899.701171875 4.523929119110107 8.0 +756.4090785059088 5894.861328125 4.523462772369385 8.0 +756.4295118750597 5894.73046875 4.523203372955322 8.0 +756.4499454444449 5899.45556640625 4.524388313293457 8.0 +756.4703789142877 5901.78662109375 4.523794174194336 8.0 +756.4908124843714 5900.619140625 4.524727821350098 8.0 +756.5112458551521 5891.50634765625 4.522884845733643 8.0 +756.5316793261591 5900.9931640625 4.524036884307861 8.0 +756.5521128974069 5904.53955078125 4.524940013885498 8.0 +756.5725462691189 5904.99560546875 4.524064540863037 8.0 +756.59297974129 5904.0498046875 4.523890018463135 8.0 +756.6134133139349 5904.7705078125 4.524148941040039 8.0 +756.633846686811 5892.57373046875 4.523985385894775 8.0 +756.6542801601463 5912.48388671875 4.526671409606934 8.0 +756.6747137337225 5907.130859375 4.525329113006592 8.0 +756.6951472079963 5907.8876953125 4.52553129196167 8.0 +756.7155806824958 5903.533203125 4.524555206298828 8.0 +756.7360141572353 5908.4892578125 4.525832653045654 8.0 +756.7564476324333 5908.64013671875 4.524920463562012 8.0 +756.7768811081041 5906.46484375 4.524697780609131 8.0 +756.7973145842407 5908.126953125 4.526421546936035 8.0 +756.8177479606093 5905.7607421875 4.523547649383545 8.0 +756.8381815374378 5913.4404296875 4.525979042053223 8.0 +756.8586150145056 5910.63818359375 4.526292324066162 8.0 +756.8790484922647 5910.82470703125 4.526777744293213 8.0 +756.899481970031 5912.509765625 4.527383327484131 8.0 +756.9199154484959 5918.67919921875 4.5275797843933105 8.0 +757.0220828461606 5915.935546875 4.527101039886475 8.0 +757.0425163267209 5917.4873046875 4.525887489318848 8.0 +757.0629499077404 5916.41455078125 4.526442050933838 8.0 +757.1038168711893 5911.38330078125 4.526722431182861 8.0 +757.1651173189166 5918.47119140625 4.526859760284424 8.0 +757.2672847398644 5915.98486328125 4.526573657989502 8.0 +757.3285852969057 5935.63134765625 4.5292067527771 8.0 +757.3490187835196 5933.92431640625 4.530228137969971 8.0 +757.3694521703583 5925.1533203125 4.530170917510986 8.0 +757.3898857576714 5927.87890625 4.528676509857178 8.0 +757.4103192454495 5931.38525390625 4.529081344604492 8.0 +757.4307526334524 5930.65869140625 4.529511451721191 8.0 +757.4511862219297 5929.2099609375 4.529201507568359 8.0 +757.4716196106383 5928.27294921875 4.529955863952637 8.0 +757.4920531998068 5922.1806640625 4.529094696044922 8.0 +757.5124866894475 5928.98681640625 4.5296101570129395 8.0 +757.5329200795532 5928.12060546875 4.529328346252441 8.0 +757.5533536698858 5932.22900390625 4.530350208282471 8.0 +757.5737871606907 5926.40185546875 4.529635429382324 8.0 +757.5942205517276 5934.7314453125 4.527865409851074 8.0 +757.6555210276274 5933.7236328125 4.529994010925293 8.0 +757.6759546202884 5933.56884765625 4.530176639556885 8.0 +757.6963881134216 5938.74560546875 4.531439304351807 8.0 +757.7372551008448 5952.19482421875 4.532110214233398 8.0 +757.7576885949093 5941.6845703125 4.53090238571167 8.0 +757.8394226760429 5940.12939453125 4.530722141265869 8.0 +757.8598561722029 5938.06591796875 4.530889511108398 8.0 +757.9007231656869 5938.7080078125 4.530608654022217 8.0 +757.9415901607936 5937.34423828125 4.531613349914551 8.0 +757.9620236590417 5942.251953125 4.5321807861328125 8.0 +757.98245715753 5942.7060546875 4.532984256744385 8.0 +758.0028907564847 5942.068359375 4.531132221221924 8.0 +758.0233241556707 5951.52880859375 4.53239107131958 8.0 +758.064191155434 5945.49169921875 4.5323805809021 8.0 +758.0846246560104 5946.4521484375 4.532310962677002 8.0 +758.1050582568278 5941.603515625 4.531938552856445 8.0 +758.186792164277 5943.42724609375 4.532888889312744 8.0 +758.2276592700946 5941.52197265625 4.532336711883545 8.0 +758.2685262777741 5958.1123046875 4.534050464630127 8.0 +758.2889597820831 5957.18603515625 4.533540725708008 8.0 +758.309393186857 5950.97265625 4.53297233581543 8.0 +758.3298267920909 5949.9111328125 4.533463478088379 8.0 +758.370693803503 5949.0009765625 4.5331854820251465 8.0 +758.3911273096674 5951.65478515625 4.534478664398193 8.0 +758.4524278309691 5954.92626953125 4.53375768661499 8.0 +758.4728613387706 5958.10595703125 4.534506320953369 8.0 +758.5137283557633 5959.20263671875 4.534815311431885 8.0 +758.534161864729 5955.08154296875 4.5337958335876465 8.0 +758.554595474161 5947.86376953125 4.532816410064697 8.0 +758.5750289838179 5959.9326171875 4.535190105438232 8.0 +758.595462393947 5956.44677734375 4.535017013549805 8.0 +758.6158960045432 5962.3505859375 4.535655498504639 8.0 +758.636329515597 5960.79052734375 4.534970760345459 8.0 +758.6771965386433 5956.4619140625 4.533638954162598 8.0 +758.6976300508686 5965.91064453125 4.535203456878662 8.0 +758.7384970762505 5960.36865234375 4.535627841949463 8.0 +758.7589304893991 5970.74755859375 4.535287380218506 8.0 +758.7997976173356 5960.9150390625 4.535309314727783 8.0 +758.8202310316556 5956.69580078125 4.535221576690674 8.0 +758.8406646464427 5964.5302734375 4.535425662994385 8.0 +758.8610981616948 5959.76025390625 4.535677909851074 8.0 +758.881531777406 5962.2119140625 4.535080432891846 8.0 +758.9019651933559 5968.04833984375 4.536070823669434 8.0 +758.9223987097648 5965.5029296875 4.535459995269775 8.0 +758.9428323266475 5962.3330078125 4.535379886627197 8.0 +758.9632657437614 5970.99609375 4.535540580749512 8.0 +758.9836992613418 5962.162109375 4.53588342666626 8.0 +759.0041328793814 5966.1865234375 4.535654067993164 8.0 +759.0245662976595 5969.43994140625 4.536947727203369 8.0 +759.0449998163967 5970.4189453125 4.536279678344727 8.0 +759.0654334353749 5972.5439453125 4.536830425262451 8.0 +759.0858669550507 5973.1328125 4.535678386688232 8.0 +759.1063004749521 5962.90966796875 4.535789489746094 8.0 +759.1471675157009 5969.0732421875 4.5364298820495605 8.0 +759.1676010367664 5961.01953125 4.535958290100098 8.0 +759.1880345583049 5971.0 4.536376953125 8.0 +759.2084680800763 5972.88330078125 4.536729335784912 8.0 +759.2289017023068 5971.82666015625 4.536253452301025 8.0 +759.2697687479449 5965.81494140625 4.536706447601318 8.0 +759.290202171338 5973.03125 4.537252902984619 8.0 +759.3106356952048 5961.61376953125 4.535331726074219 8.0 +759.3719362688935 5973.0078125 4.537006378173828 8.0 +759.392369894158 5979.6748046875 4.540032386779785 8.0 +759.4128033198795 5973.8818359375 4.537400245666504 8.0 +759.4332368460746 5973.5908203125 4.538455963134766 8.0 +759.4536704725033 5977.74462890625 4.538706302642822 8.0 +759.4945375265161 5976.1103515625 4.537389278411865 8.0 +759.5558381106821 5980.75634765625 4.53995418548584 8.0 +759.5762716396712 5972.41357421875 4.537715911865234 8.0 +759.5967051688858 5979.13671875 4.540768623352051 8.0 +759.6171386983406 5978.06884765625 4.539397716522217 8.0 +759.6375722284938 5974.712890625 4.537838459014893 8.0 +759.6784392894915 5970.67822265625 4.538628101348877 8.0 +759.6988728208089 5976.28662109375 4.540720462799072 8.0 +759.7193064523526 5983.8720703125 4.5414886474609375 8.0 +759.7397399841357 5977.63818359375 4.541486740112305 8.0 +759.7601734166165 5981.76025390625 4.540912628173828 8.0 +759.7806070493243 5980.7568359375 4.5417160987854 8.0 +759.8010405822715 5990.87158203125 4.542171478271484 8.0 +759.8214740159165 5977.86572265625 4.540974140167236 8.0 +759.8419076497885 5970.02587890625 4.5393829345703125 8.0 +759.8623411838998 5975.9150390625 4.540731906890869 8.0 +759.8827748187032 5975.04345703125 4.539704322814941 8.0 +759.9032082537451 5976.5947265625 4.541378021240234 8.0 +759.9440753249946 5989.384765625 4.541861057281494 8.0 +759.9645088611942 5974.76025390625 4.541895389556885 8.0 +759.9849422978659 5976.86865234375 4.542145252227783 8.0 +760.0053759347647 5976.92041015625 4.541206359863281 8.0 +760.0258094721357 5979.28564453125 4.542211532592773 8.0 +760.0666765480419 5974.75927734375 4.54136848449707 8.0 +760.0871100865697 5980.93798828125 4.541335582733154 8.0 +760.1279771647969 5981.06884765625 4.5416083335876465 8.0 +760.1484107044962 5981.80078125 4.5415754318237305 8.0 +760.1688443446619 5979.2099609375 4.539433479309082 8.0 +760.189277785059 5974.18798828125 4.541244983673096 8.0 +760.2097113259151 5989.02490234375 4.542868614196777 8.0 +760.230144967245 5992.87353515625 4.541590690612793 8.0 +760.2505785087997 5985.45849609375 4.541398525238037 8.0 +760.2710120510601 5981.6865234375 4.541052341461182 8.0 +760.2914455933205 5985.888671875 4.542353630065918 8.0 +760.3118791362722 5987.97216796875 4.54204797744751 8.0 +760.3323126794639 5986.26025390625 4.540647506713867 8.0 +760.3527462228885 5984.9482421875 4.541279315948486 8.0 +760.3731797670043 5976.10009765625 4.539939880371094 8.0 +760.393613411361 5986.33056640625 4.540488243103027 8.0 +760.4140468561818 5984.32861328125 4.5402631759643555 8.0 +760.4344805012297 5986.4287109375 4.540262222290039 8.0 +760.4549140467498 5993.1611328125 4.541843891143799 8.0 +760.4753474927347 5975.0009765625 4.540085792541504 8.0 +760.4957811389468 5974.8173828125 4.53996467590332 8.0 +760.516214685631 5988.23046875 4.540811538696289 8.0 +760.5366481327801 5983.02587890625 4.540579319000244 8.0 +760.5570817803891 5988.970703125 4.54086971282959 8.0 +760.5775153282375 5984.5146484375 4.539817810058594 8.0 +760.6183824250911 5990.44091796875 4.541340351104736 8.0 +760.6388158741029 5986.9462890625 4.541680335998535 8.0 +760.6592495235818 5984.89013671875 4.539024829864502 8.0 +760.6796830732856 5987.591796875 4.539961338043213 8.0 +760.7001165234615 5985.98974609375 4.540250778198242 8.0 +760.7409837249725 5998.1689453125 4.542257308959961 8.0 +760.7614171765454 5988.70068359375 4.540841579437256 8.0 +760.7818508281198 5990.24365234375 4.540871620178223 8.0 +760.8022843803847 5978.578125 4.540225028991699 8.0 +760.8227180328904 5986.14208984375 4.5407209396362305 8.0 +760.8431514858603 5985.015625 4.540908336639404 8.0 +760.8635850390565 5986.3798828125 4.541651725769043 8.0 +760.8840186927264 5984.1015625 4.540882110595703 8.0 +760.9044521468604 5991.77490234375 4.541292667388916 8.0 +760.9248857012208 5979.9150390625 4.540402889251709 8.0 +760.9453193562877 5988.8671875 4.540502071380615 8.0 +760.9657529113465 5974.6923828125 4.540407657623291 8.0 +760.9861863671103 5986.47021484375 4.540285110473633 8.0 +761.0066200231086 5986.8046875 4.540682315826416 8.0 +761.0270535795717 5984.00830078125 4.54025936126709 8.0 +761.0474872362611 5985.4931640625 4.537117004394531 8.0 +763.7651379547533 5954.291015625 4.485696315765381 8.0 +763.7855715636033 5955.0087890625 4.493117809295654 8.0 +763.8060051726789 5961.6650390625 4.495923042297363 8.0 +763.8264387822273 5963.3896484375 4.499939441680908 8.0 +763.8468723922415 5959.03662109375 4.505034446716309 8.0 +763.8673061027148 5952.3935546875 4.5073957443237305 8.0 +763.8877396134267 5966.9287109375 4.5089802742004395 8.0 +763.9081733246057 5962.94140625 4.511685848236084 8.0 +763.9490404481185 5963.63134765625 4.517755508422852 8.0 +763.9694741604617 5954.59716796875 4.5176568031311035 8.0 +763.9899077730297 5954.7587890625 4.520427227020264 8.0 +764.0103412860699 5958.783203125 4.521641254425049 8.0 +764.0307749995773 5959.65380859375 4.5231146812438965 8.0 +764.0716421277466 5948.21728515625 4.524913787841797 8.0 +764.0920758424181 5952.09521484375 4.52604866027832 8.0 +764.1533766887515 5946.39794921875 4.528848648071289 8.0 +764.1738103048119 5947.29736328125 4.528857231140137 8.0 +764.1942439213453 5945.32177734375 4.5292463302612305 8.0 +764.2146775383444 5947.39306640625 4.530683517456055 8.0 +764.2351111558019 5947.5126953125 4.532188892364502 8.0 +764.2555447734994 5940.09228515625 4.531162738800049 8.0 +764.2759783916626 5950.54296875 4.533548831939697 8.0 +764.2964121100522 5939.27392578125 4.5328497886657715 8.0 +764.3168456289131 5944.20849609375 4.534059047698975 8.0 +764.3781465880529 5946.78466796875 4.534672260284424 8.0 +764.3985801085437 5935.31982421875 4.534665584564209 8.0 +764.4190138292615 5935.61083984375 4.535109996795654 8.0 +764.4394474506844 5937.67138671875 4.535164833068848 8.0 +764.4598809721065 5949.90673828125 4.536876678466797 8.0 +764.4803146942213 5931.056640625 4.534246444702148 8.0 +764.5007483165755 5943.61083984375 4.536951541900635 8.0 +764.521181939388 5939.7080078125 4.5369672775268555 8.0 +764.5620491861919 5935.64794921875 4.536448001861572 8.0 +764.5824829099365 5940.57080078125 4.5370683670043945 8.0 +764.6029164343854 5937.744140625 4.5367255210876465 8.0 +764.6233500590679 5936.3115234375 4.535006999969482 8.0 +764.6437837842095 5932.98193359375 4.5350661277771 8.0 +764.6642173095897 5928.93408203125 4.532557487487793 8.0 +764.6846510354371 5938.93017578125 4.535345077514648 8.0 +764.7050846617421 5946.06689453125 4.537728309631348 8.0 +764.7255181885193 5925.23681640625 4.5318284034729 8.0 +764.7459519155309 5925.43408203125 4.532752990722656 8.0 +764.7663855427672 5925.7900390625 4.532583713531494 8.0 +764.7868190707086 5927.82373046875 4.531461238861084 8.0 +764.8072527988843 5932.30224609375 4.532557487487793 8.0 +764.8276864275176 5929.5537109375 4.533589839935303 8.0 +764.848120056391 5925.37158203125 4.5323872566223145 8.0 +764.8685536857301 5934.23388671875 4.5336480140686035 8.0 +764.8889872155269 5930.46728515625 4.533012390136719 8.0 +764.9094209455652 5923.80859375 4.532045364379883 8.0 +764.9298545763013 5921.5244140625 4.532219886779785 8.0 +764.9502882070301 5929.6103515625 4.53233003616333 8.0 +764.9707218384647 5924.6083984375 4.5322041511535645 8.0 +764.9911554701321 5919.04248046875 4.531604766845703 8.0 +765.011589102025 5930.63720703125 4.532406806945801 8.0 +765.0320228346245 5930.5400390625 4.532421112060547 8.0 +765.072890100746 5919.9404296875 4.531414031982422 8.0 +765.093323734276 5926.84423828125 4.532052516937256 8.0 +765.113757268271 5919.134765625 4.531098365783691 8.0 +765.1341910027259 5926.63916015625 4.532680988311768 8.0 +765.15462463742 5915.9326171875 4.530821323394775 8.0 +765.1750581725792 5927.990234375 4.531316757202148 8.0 +765.1954919081982 5921.56396484375 4.5322465896606445 8.0 +765.2159255440565 5915.173828125 4.530777454376221 8.0 +765.2363590803798 5920.8662109375 4.531925678253174 8.0 +765.2567928171629 5921.58349609375 4.531005382537842 8.0 +765.2976601916671 5918.431640625 4.531412124633789 8.0 +765.3180937296202 5923.66015625 4.530716896057129 8.0 +765.3589611064526 5922.3544921875 4.530470371246338 8.0 +765.3793946455698 5917.45361328125 4.531671047210693 8.0 +765.3998282849207 5909.43505859375 4.530274868011475 8.0 +765.4202620247306 5916.869140625 4.530027389526367 8.0 +765.440695565012 5910.4736328125 4.530215740203857 8.0 +765.4611293055277 5912.05419921875 4.529746055603027 8.0 +765.4815628465003 5907.66748046875 4.530610084533691 8.0 +765.5019964877138 5908.81787109375 4.530090808868408 8.0 +765.5224302296265 5913.9873046875 4.530169486999512 8.0 +765.5428637717705 5913.4501953125 4.529829502105713 8.0 +765.5632974141408 5904.56103515625 4.529781818389893 8.0 +765.5837311569849 5916.33251953125 4.530694961547852 8.0 +765.6041648002865 5911.419921875 4.530324935913086 8.0 +765.6245983440604 5904.232421875 4.5282511711120605 8.0 +765.6654657325344 5901.68994140625 4.529394149780273 8.0 +765.6858993772403 5903.36865234375 4.528492450714111 8.0 +765.7063330226447 5899.833984375 4.529667854309082 8.0 +765.7267666682746 5910.08349609375 4.531232833862305 8.0 +765.7472004141455 5899.193359375 4.528796672821045 8.0 +765.7880676072746 5900.79296875 4.530050754547119 8.0 +765.8085013545424 5906.42431640625 4.529701232910156 8.0 +765.8289349020415 5903.99609375 4.52880334854126 8.0 +765.8493686500005 5902.67138671875 4.528839588165283 8.0 +765.8698022981989 5903.4892578125 4.528133392333984 8.0 +765.8902358468622 5904.9228515625 4.529089450836182 8.0 +765.9106695959854 5906.71923828125 4.5301713943481445 8.0 +765.9719705454627 5905.85546875 4.528653621673584 8.0 +765.9924041962222 5900.22021484375 4.528797149658203 8.0 +766.0128378472145 5892.8662109375 4.52753210067749 8.0 +766.0332714986653 5897.45849609375 4.5287885665893555 8.0 +766.0537051503561 5897.33447265625 4.52810525894165 8.0 +766.0945724551275 5915.244140625 4.53048038482666 8.0 +766.1150061079825 5908.654296875 4.530308246612549 8.0 +766.1558734150822 5910.6748046875 4.530548095703125 8.0 +766.1763070691013 5901.16845703125 4.528488636016846 8.0 +766.1967407235861 5894.57568359375 4.528258323669434 8.0 +766.2171743785293 5898.58984375 4.529663562774658 8.0 +766.2376081337134 5900.75634765625 4.528318881988525 8.0 +766.2580417893623 5903.3837890625 4.530370235443115 8.0 +766.2784753454689 5898.20849609375 4.5283660888671875 8.0 +766.2989091018171 5892.00244140625 4.528030872344971 8.0 +766.339776315901 5889.92041015625 4.528195381164551 8.0 +766.3602100734133 5892.13623046875 4.527735233306885 8.0 +766.3806437313906 5893.91552734375 4.529120445251465 8.0 +766.401077489827 5888.41845703125 4.528077125549316 8.0 +766.421511048502 5888.66943359375 4.528316020965576 8.0 +766.4419447076361 5892.8349609375 4.528181076049805 8.0 +766.4623784670111 5885.51611328125 4.5278496742248535 8.0 +766.4828120270831 5889.45654296875 4.527064323425293 8.0 +766.5032456873887 5900.70751953125 4.529585838317871 8.0 +766.5236794479206 5891.0966796875 4.528151988983154 8.0 +766.5441130089239 5890.080078125 4.52827262878418 8.0 +766.5645466703863 5877.8876953125 4.525820255279541 8.0 +766.5849804323225 5889.69873046875 4.526838302612305 8.0 +766.6054139944899 5890.7021484375 4.528782367706299 8.0 +766.6258477571173 5891.0048828125 4.528472423553467 8.0 +766.646281419984 5878.2119140625 4.52606725692749 8.0 +766.6667149833156 5885.58544921875 4.526721954345703 8.0 +766.6871487471071 5884.6064453125 4.5277886390686035 8.0 +766.7075824113708 5895.443359375 4.528190612792969 8.0 +766.7280160758673 5884.533203125 4.527490615844727 8.0 +766.7484497405894 5887.65576171875 4.527585029602051 8.0 +766.7688834060173 5884.13427734375 4.526828289031982 8.0 +766.7893170716779 5888.24755859375 4.527569770812988 8.0 +766.809750737797 5879.13671875 4.5262250900268555 8.0 +766.8301844041562 5886.6962890625 4.527288436889648 8.0 +766.850618070981 5879.939453125 4.527372360229492 8.0 +766.8710517382642 5894.46044921875 4.529061794281006 8.0 +766.8914854057875 5877.93798828125 4.526113986968994 8.0 +766.9119191737773 5887.8369140625 4.527464866638184 8.0 +766.9323527422239 5879.47705078125 4.526288986206055 8.0 +766.9527864109114 5888.0439453125 4.527185916900635 8.0 +766.9732201800653 5884.216796875 4.528141021728516 8.0 +766.993653749676 5876.33203125 4.527087211608887 8.0 +767.0140875195284 5896.73046875 4.527763843536377 8.0 +767.0345211898457 5879.7060546875 4.527054309844971 8.0 +767.0549547606206 5883.9375 4.5255351066589355 8.0 +767.1162557748248 5877.091796875 4.526963710784912 8.0 +767.1571232198839 5886.880859375 4.527116298675537 8.0 +767.1775569927559 5880.42431640625 4.526586532592773 8.0 +767.2184242399089 5888.330078125 4.527190685272217 8.0 +767.2388580141778 5887.42529296875 4.5274529457092285 8.0 +767.2592915886853 5879.83642578125 4.5274152755737305 8.0 +767.2797252636592 5880.77197265625 4.527310848236084 8.0 +767.3001590388594 5881.54833984375 4.527376174926758 8.0 +767.320592614531 5880.478515625 4.527854919433594 8.0 +767.3410262906691 5879.16748046875 4.527332305908203 8.0 +767.3614599670327 5882.19775390625 4.527100086212158 8.0 +767.38189374387 5884.443359375 4.526462078094482 8.0 +767.402327421165 5866.515625 4.525883674621582 8.0 +767.4227610989328 5885.072265625 4.526927947998047 8.0 +767.4431946769328 5888.27001953125 4.526629447937012 8.0 +767.463628455167 5880.86328125 4.526645660400391 8.0 +767.4840621340918 5876.03076171875 4.526019096374512 8.0 +767.5044957132559 5880.74560546875 4.526413440704346 8.0 +767.5249294926471 5873.9453125 4.525875091552734 8.0 +767.5862305336341 5875.85205078125 4.526724815368652 8.0 +767.6270979961482 5878.8671875 4.526815891265869 8.0 +767.647531578099 5883.7431640625 4.526915073394775 8.0 +767.6679652602907 5876.2900390625 4.52744197845459 8.0 +767.6883990429487 5871.2294921875 4.525145053863525 8.0 +767.7088326260637 5878.53369140625 4.526559829711914 8.0 +767.7292664094202 5870.10595703125 4.5267839431762695 8.0 +767.7497000932417 5876.83642578125 4.526556968688965 8.0 +767.770133677288 5881.541015625 4.526845932006836 8.0 +767.8110011467943 5866.64501953125 4.5249810218811035 8.0 +767.8314347320047 5885.4921875 4.526278495788574 8.0 +767.8518685179224 5875.67822265625 4.526208400726318 8.0 +767.8723022038394 5871.84765625 4.525818824768066 8.0 +767.8927358904475 5875.57080078125 4.526582717895508 8.0 +767.9131695772958 5876.27587890625 4.526889801025391 8.0 +767.9336032646097 5869.4248046875 4.526844024658203 8.0 +767.9540369521492 5866.365234375 4.52620792388916 8.0 +767.9744706401616 5868.66015625 4.527505397796631 8.0 +767.9949043286397 5875.607421875 4.527440547943115 8.0 +768.0153380173433 5876.56982421875 4.526972770690918 8.0 +768.0357717065199 5883.01171875 4.527947425842285 8.0 +768.0562053959293 5880.29833984375 4.527897357940674 8.0 +768.0766390860299 5878.50732421875 4.527590274810791 8.0 +768.0970727763706 5872.630859375 4.525619983673096 8.0 +768.1175065669377 5878.8720703125 4.527750015258789 8.0 +768.1379402579769 5877.033203125 4.527360916137695 8.0 +768.158373849481 5877.80419921875 4.527477741241455 8.0 +768.1788076414523 5879.921875 4.5279765129089355 8.0 +768.1992413336484 5879.18212890625 4.527531623840332 8.0 +768.2196749263167 5864.65576171875 4.526113510131836 8.0 +768.240108719212 5876.341796875 4.527061939239502 8.0 +768.2605424125795 5880.6083984375 4.527406215667725 8.0 +768.280976006412 5873.51904296875 4.527035236358643 8.0 +768.3014098007116 5877.4921875 4.526828765869141 8.0 +768.321843495236 5879.2470703125 4.527301788330078 8.0 +768.3422772900012 5880.85400390625 4.527815818786621 8.0 +768.3627108854562 5878.44140625 4.527250289916992 8.0 +768.383144581152 5880.71875 4.527721405029297 8.0 +768.4035783770814 5875.9736328125 4.52791166305542 8.0 +768.4240119737078 5874.61572265625 4.527090549468994 8.0 +768.4444456705605 5880.6103515625 4.527795314788818 8.0 +768.4648794676541 5878.19677734375 4.527474403381348 8.0 +768.4853130654374 5875.24267578125 4.5264716148376465 8.0 +768.5057468632294 5882.865234375 4.527927875518799 8.0 +768.5261805617192 5873.57861328125 4.52809476852417 8.0 +768.5466141604411 5877.03515625 4.526891231536865 8.0 +768.5670479596229 5880.53173828125 4.527562141418457 8.0 +768.5874816592768 5870.33056640625 4.526224136352539 8.0 +768.6079153591563 5879.330078125 4.5278239250183105 8.0 +768.6283490595088 5883.740234375 4.528692245483398 8.0 +768.648782760094 5880.08447265625 4.5273542404174805 8.0 +768.6692164611377 5890.51220703125 4.528503894805908 8.0 +768.6896501626543 5881.91650390625 4.527631759643555 8.0 +768.7100838644037 5883.4326171875 4.527626037597656 8.0 +768.7305175666115 5886.47998046875 4.528359413146973 8.0 +768.7509512692923 5885.1435546875 4.528783321380615 8.0 +768.7713849722059 5880.92578125 4.5281147956848145 8.0 +768.7918187755786 5877.982421875 4.5282206535339355 8.0 +768.8326860835004 5873.12255859375 4.5267333984375 8.0 +768.8531198880373 5879.61669921875 4.527287483215332 8.0 +768.9348546099282 5879.68310546875 4.5283684730529785 8.0 +768.9552884165678 5885.6240234375 4.52919864654541 8.0 +768.9757221231994 5880.77392578125 4.52802038192749 8.0 +769.0165895381069 5876.689453125 4.5274434089660645 8.0 +769.0370232461355 5884.7890625 4.528116226196289 8.0 +769.057457054405 5878.43359375 4.527837753295898 8.0 +769.0778906631385 5882.64794921875 4.528112411499023 8.0 +769.0983243723313 5888.03759765625 4.528004169464111 8.0 +769.1187581817649 5883.56103515625 4.528268814086914 8.0 +769.1391917916626 5887.85107421875 4.52728271484375 8.0 +769.1596255020195 5886.36181640625 4.528282642364502 8.0 +769.1800593126172 5879.49365234375 4.528967380523682 8.0 +769.2004929236791 5890.37060546875 4.529069900512695 8.0 +769.2209266352002 5891.98583984375 4.5292558670043945 8.0 +769.2413604469621 5893.3203125 4.52987813949585 8.0 +769.2617940591881 5883.40869140625 4.527495861053467 8.0 +769.2822278716412 5888.06640625 4.528717517852783 8.0 +769.3435290118068 5883.74267578125 4.528501033782959 8.0 +769.404830155232 5875.08447265625 4.528507709503174 8.0 +769.4252638704857 5897.580078125 4.5307207107543945 8.0 +769.4456976859656 5895.244140625 4.529710292816162 8.0 +769.4661313021497 5887.85009765625 4.529285907745361 8.0 +769.4865650185675 5894.2158203125 4.529232501983643 8.0 +769.5274324525599 5890.04931640625 4.529943943023682 8.0 +769.547866169909 5892.84619140625 4.530102729797363 8.0 +769.56829998795 5892.77978515625 4.530458450317383 8.0 +769.5887336062297 5891.841796875 4.529507160186768 8.0 +769.6091673249757 5885.359375 4.528800964355469 8.0 +769.6296011439481 5894.11865234375 4.52970552444458 8.0 +769.6704685833029 5893.21484375 4.530004501342773 8.0 +769.6909023036715 5895.0244140625 4.531078815460205 8.0 +769.7317697451217 5890.8818359375 4.529016494750977 8.0 +769.7522034666545 5885.9267578125 4.5292534828186035 8.0 +769.7726371884273 5905.4443359375 4.531765937805176 8.0 +769.793070910433 5898.0 4.530998706817627 8.0 +769.874805802865 5886.6328125 4.5301899909973145 8.0 +769.8952396269669 5901.5478515625 4.5314860343933105 8.0 +769.9156732513002 5901.70166015625 4.531660556793213 8.0 +769.9361069760926 5903.9326171875 4.531946182250977 8.0 +769.9565407013579 5898.4970703125 4.5316877365112305 8.0 +769.976974426856 5901.31640625 4.531134128570557 8.0 +770.0178419792428 5894.6787109375 4.5312418937683105 8.0 +770.0382756059043 5901.357421875 4.531522274017334 8.0 +770.0587094330258 5902.06591796875 4.532271862030029 8.0 +770.0791431606194 5894.541015625 4.530950546264648 8.0 +770.0995767884451 5911.00244140625 4.5327582359313965 8.0 +770.1404443454885 5896.79248046875 4.531035423278809 8.0 +770.1813118039281 5908.23681640625 4.532167434692383 8.0 +770.2017455336172 5904.9951171875 4.531239986419678 8.0 +770.2221793637727 5893.85595703125 4.530373573303223 8.0 +770.2426129943851 5904.98193359375 4.532280445098877 8.0 +770.2630467252384 5911.798828125 4.532329559326172 8.0 +770.3039141883346 5910.07177734375 4.531291484832764 8.0 +770.324347920352 5909.69384765625 4.532479763031006 8.0 +770.3447817528358 5900.04736328125 4.531477928161621 8.0 +770.3652153855437 5896.8896484375 4.5315985679626465 8.0 +770.3856491189581 5906.35693359375 4.531411647796631 8.0 +770.406082952366 5903.4267578125 4.531796932220459 8.0 +770.4265165864781 5902.68701171875 4.53139066696167 8.0 +770.4469504208246 5899.4140625 4.531445026397705 8.0 +770.4673841556287 5904.7275390625 4.532223701477051 8.0 +770.4878178906729 5899.951171875 4.5313615798950195 8.0 +770.5082516261828 5897.81640625 4.531909942626953 8.0 +770.528685362151 5911.19580078125 4.533090114593506 8.0 +770.5491189983586 5917.80908203125 4.533727645874023 8.0 +770.5695528350334 5913.1982421875 4.532968521118164 8.0 +770.5899865721658 5900.4013671875 4.531642436981201 8.0 +770.6104203095383 5907.9541015625 4.531636714935303 8.0 +770.6308540473765 5902.587890625 4.532601833343506 8.0 +770.6512877854402 5903.82666015625 4.532520294189453 8.0 +770.6717216239776 5921.26123046875 4.534145832061768 8.0 +770.6921552629792 5910.93115234375 4.533300876617432 8.0 +770.7125890022071 5904.37548828125 4.532293796539307 8.0 +770.7330228419087 5911.8896484375 4.5334858894348145 8.0 +770.7534564820744 5916.650390625 4.533036231994629 8.0 +770.7738903224672 5905.62158203125 4.532093048095703 8.0 +770.7943240633322 5916.5859375 4.533300876617432 8.0 +770.814757704662 5912.67431640625 4.533444881439209 8.0 +770.835191546219 5904.07470703125 4.532562255859375 8.0 +770.8760589307421 5915.11328125 4.534379005432129 8.0 +770.8964927734633 5929.51416015625 4.53452730178833 8.0 +770.9169265164237 5915.78857421875 4.533947944641113 8.0 +770.9373602600826 5922.68798828125 4.5347580909729 8.0 +770.9577940039671 5920.1494140625 4.53310489654541 8.0 +770.9782277483246 5914.64306640625 4.53401517868042 8.0 +770.9986615929083 5915.9091796875 4.534046649932861 8.0 +771.0190952379635 5912.603515625 4.534335136413574 8.0 +771.0395289832522 5921.10302734375 4.534563064575195 8.0 +771.0599628292402 5917.09912109375 4.534905910491943 8.0 +771.080396575453 5923.71484375 4.534931659698486 8.0 +771.1008302219052 5916.80126953125 4.5344438552856445 8.0 +771.1212639688238 5914.18896484375 4.534357070922852 8.0 +771.1416978162015 5916.833984375 4.534499645233154 8.0 +771.1621315638185 5914.20947265625 4.534712314605713 8.0 +771.1825653119013 5921.623046875 4.534679889678955 8.0 +771.2029989604416 5918.873046875 4.5339035987854 8.0 +771.2234328092236 5922.5224609375 4.535284519195557 8.0 +771.2438665584632 5924.8193359375 4.5357513427734375 8.0 +771.264300208175 5924.0693359375 4.536111831665039 8.0 +771.2847340581211 5919.37451171875 4.53497838973999 8.0 +771.325601459168 5921.0400390625 4.535499572753906 8.0 +771.3460353102782 5930.11962890625 4.536374092102051 8.0 +771.4277703186672 5924.3779296875 4.535653591156006 8.0 +771.4482041716328 5923.57080078125 4.535419940948486 8.0 +771.4686378250699 5924.07568359375 4.535547256469727 8.0 +771.5095054331032 5932.15625 4.53602409362793 8.0 +771.5299390877044 5926.9521484375 4.5361409187316895 8.0 +771.5503729425327 5927.54541015625 4.536353588104248 8.0 +771.5708066978332 5926.2177734375 4.536099433898926 8.0 +771.5912403535986 5926.60888671875 4.535982608795166 8.0 +771.6525417229859 5926.81689453125 4.5357136726379395 8.0 +771.6934092377705 5932.033203125 4.536694526672363 8.0 +771.7138429956321 5945.8310546875 4.538001537322998 8.0 +771.7547105127451 5932.9580078125 4.537458896636963 8.0 +771.7751442717708 5933.623046875 4.536652565002441 8.0 +771.7955780314878 5937.78125 4.537224769592285 8.0 +771.8160117912121 5944.09130859375 4.53806209564209 8.0 +771.836445551402 5944.7548828125 4.5384202003479 8.0 +771.8568793120503 5931.43017578125 4.536550521850586 8.0 +771.8773130731715 5936.57080078125 4.537141799926758 8.0 +771.9181805963381 5937.70166015625 4.5370635986328125 8.0 +771.9386144583914 5934.111328125 4.536891460418701 8.0 +771.9590482209096 5934.7216796875 4.536221981048584 8.0 +771.9794818838855 5948.20458984375 4.538549900054932 8.0 +771.9999157471029 5943.6875 4.53816032409668 8.0 +772.0203495107853 5941.9833984375 4.537301063537598 8.0 +772.0407831749253 5940.8896484375 4.537198543548584 8.0 +772.0612170393069 5940.72119140625 4.537486553192139 8.0 +772.0816508041535 5944.60693359375 4.5382561683654785 8.0 +772.1020844692248 5944.91650390625 4.537168979644775 8.0 +772.1225183347706 5943.326171875 4.538540363311768 8.0 +772.1429521007813 5941.30615234375 4.537997245788574 8.0 +772.1633859670183 5942.779296875 4.537551403045654 8.0 +772.1838196337267 5945.03759765625 4.538039207458496 8.0 +772.2042534009015 5947.6279296875 4.5380539894104 8.0 +772.2451209361752 5942.5234375 4.538052558898926 8.0 +772.3064223418842 5944.11181640625 4.537692546844482 8.0 +772.32685611138 5949.27734375 4.539349555969238 8.0 +772.347289881116 5951.1103515625 4.538382530212402 8.0 +772.3677236510848 5964.4150390625 4.540230751037598 8.0 +772.4085911924121 5958.2890625 4.539488792419434 8.0 +772.4290249637779 5951.2802734375 4.538658142089844 8.0 +772.4494587353693 5954.36181640625 4.538889408111572 8.0 +772.4698925074335 5953.0625 4.540185928344727 8.0 +772.4903263797314 5947.228515625 4.539437294006348 8.0 +772.5107600524934 5950.576171875 4.5389204025268555 8.0 +772.5311938257146 5941.4697265625 4.538021564483643 8.0 +772.5516276991766 5950.5546875 4.539008617401123 8.0 +772.5720613730955 5961.9814453125 4.539927959442139 8.0 +772.6129290218814 5950.18798828125 4.539374351501465 8.0 +772.6333626969717 5951.19140625 4.540040016174316 8.0 +772.6537964722884 5953.40087890625 4.540257930755615 8.0 +772.6742303480787 5955.1748046875 4.54062557220459 8.0 +772.6946640243259 5949.64306640625 4.539113521575928 8.0 +772.7150979008147 5959.0107421875 4.539437770843506 8.0 +772.7355316777684 5964.16552734375 4.540796279907227 8.0 +772.7559653551871 5955.08984375 4.539126396179199 8.0 +772.7763992328328 5953.234375 4.539790153503418 8.0 +772.7968330109506 5959.8193359375 4.5400848388671875 8.0 +772.8172667892941 5962.1376953125 4.540248870849609 8.0 +772.8377005681104 5956.48095703125 4.539248943328857 8.0 +772.8785682269008 5954.62548828125 4.540318489074707 8.0 +772.9194356870939 5959.01513671875 4.539401531219482 8.0 +772.9398695677664 5963.591796875 4.54008150100708 8.0 +772.9603033489111 5967.626953125 4.540832996368408 8.0 +772.9807370302879 5953.26904296875 4.53923225402832 8.0 +773.0011709121245 5955.9677734375 4.539493560791016 8.0 +773.0216045944326 5958.208984375 4.53928804397583 8.0 +773.0420383769742 5966.86572265625 4.541022300720215 8.0 +773.062472259975 5955.95556640625 4.539459705352783 8.0 +773.1237736110852 5967.85302734375 4.5394287109375 8.0 +773.1442072954887 5958.431640625 4.539985656738281 8.0 +773.1850749656878 5973.19482421875 4.540593147277832 8.0 +773.2055086512555 5956.06005859375 4.539360523223877 8.0 +773.2259425372904 5962.20751953125 4.540071487426758 8.0 +773.2463763235501 5959.29833984375 4.540302276611328 8.0 +773.2668102102834 5963.4912109375 4.539967060089111 8.0 +773.2872438974737 5966.875 4.540862560272217 8.0 +773.3076776851376 5962.04296875 4.540339946746826 8.0 +773.3281115728023 5956.3720703125 4.539360523223877 8.0 +773.348545261164 5972.4111328125 4.542306900024414 8.0 +773.3689790497519 5955.32373046875 4.539751052856445 8.0 +773.3894129388136 5968.30615234375 4.541338920593262 8.0 +773.4098466280993 5964.44482421875 4.540692329406738 8.0 +773.4302804178587 5965.3330078125 4.5400261878967285 8.0 +773.4507143080846 5964.78076171875 4.540980339050293 8.0 +773.4711479985417 5958.3916015625 4.5397772789001465 8.0 +773.4915818894588 5964.8974609375 4.540205001831055 8.0 +773.512015680848 5960.8427734375 4.539942741394043 8.0 +773.5324494724628 5964.9677734375 4.540564060211182 8.0 +773.5528832643176 5976.107421875 4.541295051574707 8.0 +773.573317056871 5977.7666015625 4.542613983154297 8.0 +773.59375084965 5961.6767578125 4.53998327255249 8.0 +773.614184642669 5964.423828125 4.540609836578369 8.0 +773.6346184361537 5962.08837890625 4.540456295013428 8.0 +773.6550523300975 5966.35693359375 4.540609359741211 8.0 +773.6754860245128 5970.4013671875 4.541255474090576 8.0 +773.6959198191616 5967.9794921875 4.54146146774292 8.0 +773.7163537140368 5969.61279296875 4.540533542633057 8.0 +773.7367874096162 5970.78857421875 4.541186332702637 8.0 +773.7572212054292 5966.2041015625 4.541443824768066 8.0 +773.7776551014686 5968.1298828125 4.541101932525635 8.0 +773.7980887979793 5968.65478515625 4.541849136352539 8.0 +773.8185225949564 5969.79248046875 4.541820049285889 8.0 +773.8389564921599 5969.4794921875 4.540868759155273 8.0 +773.8593901898348 5972.380859375 4.540523052215576 8.0 +773.8798240879769 5966.18408203125 4.540102005004883 8.0 +773.9002578863438 5967.021484375 4.541049480438232 8.0 +773.9206915851828 5964.4052734375 4.541182994842529 8.0 +773.941125484489 5976.3564453125 4.542794227600098 8.0 +773.96155928402 5964.46337890625 4.5407304763793945 8.0 +773.9819929837904 5975.74951171875 4.542481422424316 8.0 +774.0024268842608 5969.3837890625 4.541667461395264 8.0 +774.022860684956 5974.64111328125 4.54153299331665 8.0 +774.043294585892 5977.05615234375 4.5430426597595215 8.0 +774.0637282872922 5973.80224609375 4.5419182777404785 8.0 +774.0841620891515 5972.8759765625 4.542287826538086 8.0 +774.1045959912517 5972.24560546875 4.541889667510986 8.0 +774.125029693816 5969.12841796875 4.541470527648926 8.0 +774.1454634968395 5965.08447265625 4.541008472442627 8.0 +774.1658974001039 5965.076171875 4.541816234588623 8.0 +774.1863312038331 5958.75830078125 4.541324615478516 8.0 +774.2067649077871 5971.3544921875 4.540863037109375 8.0 +774.2271988122156 5968.689453125 4.542586326599121 8.0 +774.2476326171018 5962.74462890625 4.540843486785889 8.0 +774.268066422228 5964.65673828125 4.541529178619385 8.0 +774.2885002278199 5961.919921875 4.540894508361816 8.0 +774.3089340338774 5968.94384765625 4.540481090545654 8.0 +774.3293678401606 5971.7568359375 4.542009353637695 8.0 +774.3498016469166 5965.17724609375 4.540868759155273 8.0 +774.3702353539047 5977.28369140625 4.542069911956787 8.0 +774.3906692613527 5970.154296875 4.540529251098633 8.0 +774.4111030692729 5971.6015625 4.541562080383301 8.0 +774.4315369774195 5974.52001953125 4.5419487953186035 8.0 +774.4519706860374 5965.42333984375 4.540834426879883 8.0 +774.4724044948889 5964.86474609375 4.541098594665527 8.0 +774.4928384041996 5967.2509765625 4.541823863983154 8.0 +774.5132721139817 5974.7958984375 4.541958808898926 8.0 +774.5337059239973 5977.74072265625 4.541952133178711 8.0 +774.5541398344722 5978.96826171875 4.542461395263672 8.0 +774.5745735451856 5963.35009765625 4.540111064910889 8.0 +774.5950074563661 5968.28271484375 4.541690826416016 8.0 +774.6154412680044 5960.6650390625 4.540000915527344 8.0 +774.6358749798819 5968.8359375 4.541321277618408 8.0 +774.6563088922267 5972.0 4.540036201477051 8.0 +774.6971765180715 5968.83203125 4.541251182556152 8.0 +774.7176103313468 5972.80224609375 4.5417938232421875 8.0 +774.7380441453133 5968.21923828125 4.541183948516846 8.0 +774.7789117739594 5969.267578125 4.541860103607178 8.0 +774.7993455888572 5961.17041015625 4.539781093597412 8.0 +774.8197795042288 5970.98095703125 4.541857719421387 8.0 +774.8402133200652 5963.5234375 4.540571689605713 8.0 +774.8606470361265 5967.048828125 4.54196310043335 8.0 +774.9015147691971 5970.39306640625 4.541980743408203 8.0 +774.9219484864225 5969.1943359375 4.541883945465088 8.0 +774.9423824041223 5970.43798828125 4.541747570037842 8.0 +775.003683859075 5961.8046875 4.540294170379639 8.0 +775.0241175781703 5969.66015625 4.540695667266846 8.0 +775.0649853172872 5972.35791015625 4.54202938079834 8.0 +775.0854190375467 5978.1201171875 4.541802883148193 8.0 +775.1262867789919 5968.8359375 4.541584491729736 8.0 +775.1467205001827 5966.00927734375 4.540097236633301 8.0 +775.1671544218334 5971.466796875 4.5419464111328125 8.0 +775.1875882439563 5964.4404296875 4.540448188781738 8.0 +775.2080221665383 5974.0625 4.542184352874756 8.0 +775.228455889126 5966.2646484375 4.541281700134277 8.0 +775.2488897124131 5965.80126953125 4.541193008422852 8.0 +775.2693236359337 5973.2119140625 4.540826797485352 8.0 +775.2897573599112 5973.990234375 4.542534828186035 8.0 +775.3101911841295 5963.25048828125 4.541086673736572 8.0 +775.330625108807 5976.267578125 4.54266881942749 8.0 +775.3510589339567 5960.04638671875 4.539735317230225 8.0 +775.3714927593392 5968.9365234375 4.541644096374512 8.0 +775.3919265851873 5972.37158203125 4.5420122146606445 8.0 +775.412360411261 5965.68115234375 4.54100227355957 8.0 +775.4327942378077 5967.25537109375 4.541055202484131 8.0 +775.4532280645799 5963.66064453125 4.540778636932373 8.0 +775.4736618920579 5976.96923828125 4.542158603668213 8.0 +775.4940957195358 5960.04541015625 4.540780544281006 8.0 +775.5145295477123 5968.18115234375 4.541645050048828 8.0 +775.5349633761143 5970.76806640625 4.541648864746094 8.0 +775.5553972047564 5963.7607421875 4.541100978851318 8.0 +775.5758310340898 5966.447265625 4.540528297424316 8.0 +775.5962649634312 5964.71533203125 4.5406904220581055 8.0 +775.6166986934695 5963.86083984375 4.5413384437561035 8.0 +775.6371325237342 5957.02392578125 4.54025936126709 8.0 +775.6575664542397 5967.93115234375 4.541543960571289 8.0 +775.6780001854422 5955.86181640625 4.539460182189941 8.0 +775.6984340166382 5972.01123046875 4.541945457458496 8.0 +775.7188679485407 5964.60302734375 4.540182590484619 8.0 +775.7393016806745 5962.220703125 4.541158676147461 8.0 +775.7597356130354 5966.2236328125 4.541214466094971 8.0 +775.8414709469216 5966.36376953125 4.541955471038818 8.0 +775.8619046811509 5966.1318359375 4.541525840759277 8.0 +775.882338616073 5966.7373046875 4.541804313659668 8.0 +775.9027724510015 5961.7998046875 4.540816307067871 8.0 +775.9232062866286 5960.984375 4.540864944458008 8.0 +775.9436401224812 5966.7138671875 4.5423736572265625 8.0 +775.9845078953658 5958.41650390625 4.54141902923584 8.0 +776.0458094073547 5960.97607421875 4.5414886474609375 8.0 +776.06624324531 5957.716796875 4.540371894836426 8.0 +776.0866769839631 5968.97216796875 4.5420684814453125 8.0 +776.1071109226177 5957.1611328125 4.540913105010986 8.0 +776.1275447619628 5961.2197265625 4.541508197784424 8.0 +776.147978601548 5960.37744140625 4.541586875915527 8.0 +776.2092801223916 5958.80078125 4.541191577911377 8.0 +776.2297139636066 5957.55224609375 4.540982246398926 8.0 +776.2501478050472 5963.0478515625 4.541329860687256 8.0 +776.2705816467278 5957.994140625 4.540339469909668 8.0 +776.311449231478 5961.6630859375 4.540314674377441 8.0 +776.3318831745564 5957.51953125 4.540332794189453 8.0 +776.3523170178669 5966.58447265625 4.540919303894043 8.0 +776.3727509614037 5957.3134765625 4.540325164794922 8.0 +776.4340524945874 5963.64404296875 4.540858268737793 8.0 +776.4544862397597 5961.48291015625 4.540367603302002 8.0 +776.4749200853985 5963.26953125 4.540868282318115 8.0 +776.4953540312636 5957.62890625 4.5402512550354 8.0 +776.5157877776 5957.34033203125 4.540173530578613 8.0 +776.5362217241636 5953.5185546875 4.539679527282715 8.0 +776.5566555711994 5954.05126953125 4.5401082038879395 8.0 +776.577089418468 5952.38037109375 4.539946556091309 8.0 +776.5975232661949 5956.44189453125 4.540430545806885 8.0 +776.6179571143948 5952.48974609375 4.540052890777588 8.0 +776.6383909628275 5948.99267578125 4.539757251739502 8.0 +776.6588248117187 5953.1640625 4.539367198944092 8.0 +776.6996925106796 5948.33251953125 4.539312839508057 8.0 +776.7201264605028 5954.18359375 4.539708614349365 8.0 +776.7405602110302 5959.65234375 4.539588451385498 8.0 +776.760994161792 5948.4716796875 4.539633750915527 8.0 +776.7814280127786 5947.06005859375 4.539164066314697 8.0 +776.8018617642374 5954.0 4.53947639465332 8.0 +776.8222957161634 5953.349609375 4.539961338043213 8.0 +776.8427294683133 5961.15576171875 4.539819717407227 8.0 +776.863163320937 5952.2158203125 4.539715766906738 8.0 +776.8835972737943 5943.748046875 4.538504123687744 8.0 +776.9040310271084 5947.2294921875 4.538754463195801 8.0 +776.924464980897 5950.671875 4.539724826812744 8.0 +776.9448988349177 5949.0908203125 4.539702415466309 8.0 +777.0062003993007 5943.1259765625 4.538392066955566 8.0 +777.0266341547103 5943.591796875 4.538462162017822 8.0 +777.1288035380785 5948.1552734375 4.538961887359619 8.0 +777.1492374958179 5948.6240234375 4.539269924163818 8.0 +777.169671253796 5948.2626953125 4.538890838623047 8.0 +777.2105390713768 5942.91748046875 4.537498950958252 8.0 +777.2309729305198 5943.89599609375 4.539093971252441 8.0 +777.2718406499625 5946.93408203125 4.5389862060546875 8.0 +777.2922745105025 5945.9375 4.539068222045898 8.0 +777.3127083710424 5953.2119140625 4.5400190353393555 8.0 +777.3331422322735 5946.8193359375 4.539297103881836 8.0 +777.3535760937448 5942.62109375 4.539188385009766 8.0 +777.3740100554423 5932.26953125 4.538754463195801 8.0 +777.3944438176113 5937.43017578125 4.5391435623168945 8.0 +777.4148776802467 5949.40869140625 4.53994083404541 8.0 +777.4353116431084 5949.455078125 4.540013313293457 8.0 +777.4557454064416 5954.49169921875 4.541135311126709 8.0 +777.4761792702411 5946.62841796875 4.539679050445557 8.0 +777.4966131342662 5951.677734375 4.540312767028809 8.0 +777.5170469985314 5940.12744140625 4.539350986480713 8.0 +777.5374809634959 5928.0126953125 4.538370609283447 8.0 +777.5579147284589 5937.5107421875 4.540132522583008 8.0 +777.5783485941138 5943.24072265625 4.539602279663086 8.0 +777.5987825600096 5947.73828125 4.540770530700684 8.0 +777.6396501927229 5933.47412109375 4.539350509643555 8.0 +777.6600841597829 5935.17822265625 4.538613796234131 8.0 +777.6805179270741 5935.23974609375 4.5393781661987305 8.0 +777.7009518948253 5932.197265625 4.5390305519104 8.0 +777.7213857630486 5935.11376953125 4.539449691772461 8.0 +777.7418195314967 5934.44384765625 4.5390472412109375 8.0 +777.7622535001865 5933.67822265625 4.5389485359191895 8.0 +777.782687369574 5929.80859375 4.538268566131592 8.0 +777.843988979359 5934.77099609375 4.539258003234863 8.0 +777.8848568209214 5937.7470703125 4.539350509643555 8.0 +777.9052905924036 5928.93115234375 4.537868022918701 8.0 +777.9257245641129 5926.67626953125 4.537505626678467 8.0 +777.9461584362944 5926.56591796875 4.537247657775879 8.0 +777.9665922089407 5926.984375 4.536557197570801 8.0 +777.9870261818141 5931.20751953125 4.53711462020874 8.0 +778.0074600549269 5927.4697265625 4.537822723388672 8.0 +778.0278938287374 5929.9443359375 4.536670207977295 8.0 +778.0483278025422 5924.51513671875 4.536973476409912 8.0 +778.068761677052 5924.4140625 4.535747051239014 8.0 +778.0891955517945 5924.5126953125 4.536585807800293 8.0 +778.1096294267627 5931.251953125 4.537652969360352 8.0 +778.130063202203 5922.2734375 4.535984039306641 8.0 +778.1504971781105 5923.28466796875 4.535212516784668 8.0 +778.1709310542428 5919.5322265625 4.536246299743652 8.0 +778.1913648308473 5917.4111328125 4.536111831665039 8.0 +778.2322326849826 5925.05615234375 4.536270618438721 8.0 +778.2526666627527 5923.51904296875 4.536596775054932 8.0 +778.3344020770746 5928.58544921875 4.536606788635254 8.0 +778.3548359564738 5920.4287109375 4.535258769989014 8.0 +778.3957038166627 5919.9736328125 4.534571170806885 8.0 +778.4161375972253 5920.41552734375 4.535510063171387 8.0 +778.4570054595097 5912.064453125 4.533833026885986 8.0 +778.4774393412372 5915.13134765625 4.53432559967041 8.0 +778.4978732234304 5909.49169921875 4.532802104949951 8.0 +778.5183071058491 5919.63037109375 4.53334903717041 8.0 +778.5387409885079 5910.73876953125 4.53366756439209 8.0 +778.5591748718653 5915.7841796875 4.532339096069336 8.0 +778.5796087552153 5910.0810546875 4.532841682434082 8.0 +778.6000427392719 5907.01220703125 4.5331196784973145 8.0 +778.6204765235598 5907.72705078125 4.532641410827637 8.0 +778.6613443930619 5904.54931640625 4.532130241394043 8.0 +778.6817781785139 5903.15185546875 4.532121658325195 8.0 +778.7226460503443 5905.85791015625 4.53285551071167 8.0 +778.7430798367277 5910.60302734375 4.533352375030518 8.0 +778.8043814984339 5899.130859375 4.531263828277588 8.0 +778.8248154864414 5893.3466796875 4.530456066131592 8.0 +778.8452492746874 5904.43798828125 4.531062126159668 8.0 +778.8656832634006 5903.828125 4.531879425048828 8.0 +778.8861171523386 5900.794921875 4.531683444976807 8.0 +778.9065509417487 5909.44189453125 4.531793117523193 8.0 +778.9269849316261 5896.6181640625 4.531031608581543 8.0 +778.9474188217282 5895.20458984375 4.531260967254639 8.0 +778.9678527123033 5894.58251953125 4.530542850494385 8.0 +778.9882866031112 5896.65771484375 4.530769348144531 8.0 +779.0087204943775 5894.18994140625 4.5311713218688965 8.0 +779.0291544858846 5898.3291015625 4.530214786529541 8.0 +779.049588277856 5889.67333984375 4.53018045425415 8.0 +779.0700221700536 5891.81689453125 4.529804229736328 8.0 +779.0904561629577 5894.7255859375 4.530845642089844 8.0 +779.1108900558611 5885.75439453125 4.529567241668701 8.0 +779.1313238492221 5894.92919921875 4.529445648193359 8.0 +779.1517578430576 5893.12646484375 4.5298848152160645 8.0 +779.1721917373507 5891.56103515625 4.530328273773193 8.0 +779.1926255318831 5886.97998046875 4.5295891761779785 8.0 +779.2130595266499 5888.986328125 4.529693126678467 8.0 +779.2334934218816 5893.029296875 4.529447078704834 8.0 +779.2539274175724 5897.54150390625 4.530397891998291 8.0 +779.2743612135018 5881.95361328125 4.5278425216674805 8.0 +779.3152290065191 5886.1279296875 4.529082298278809 8.0 +779.3356629036134 5887.4736328125 4.528853893280029 8.0 +779.3560968011734 5879.66357421875 4.52808141708374 8.0 +779.376530698959 5879.26416015625 4.527231216430664 8.0 +779.3969645969846 5882.8271484375 4.528233051300049 8.0 +779.4173985957023 5880.1640625 4.528419494628906 8.0 +779.4378323944256 5879.04248046875 4.529135704040527 8.0 +779.4582662938483 5877.89501953125 4.527956008911133 8.0 +779.4787002934972 5876.2744140625 4.527846813201904 8.0 +779.5195679937387 5883.27978515625 4.5274810791015625 8.0 +779.5400019945519 5876.34326171875 4.527973651885986 8.0 +779.5604357956036 5872.876953125 4.527417182922363 8.0 +779.5808696971217 5869.1708984375 4.525659561157227 8.0 +779.6013036988661 5878.361328125 4.527317047119141 8.0 +779.6217376010827 5882.12548828125 4.527979850769043 8.0 +779.6421715035322 5874.1015625 4.527632236480713 8.0 +779.7034732134343 5864.6181640625 4.526444911956787 8.0 +779.7239071172735 5877.91748046875 4.5274529457092285 8.0 +779.7443410218184 5879.64013671875 4.5271830558776855 8.0 +779.7647750263641 5872.66015625 4.527284622192383 8.0 +779.7852088315994 5867.9296875 4.526784420013428 8.0 +779.8260767427855 5864.93408203125 4.52546501159668 8.0 +779.9282462773699 5860.50341796875 4.523759841918945 8.0 +779.9486801854073 5857.861328125 4.524850845336914 8.0 +779.9691139936695 5861.125 4.525305271148682 8.0 +780.0099818116068 5852.8740234375 4.524725437164307 8.0 +780.0917175516588 5857.748046875 4.525388717651367 8.0 +780.1121514624901 5868.00048828125 4.52642822265625 8.0 +780.1734531973052 5860.32421875 4.524509429931641 8.0 +780.2143210224531 5868.13720703125 4.526133060455322 8.0 +780.2347549356127 5845.12939453125 4.5244221687316895 8.0 +780.2551889489987 5841.46923828125 4.52376651763916 8.0 +780.2756228628568 5856.46728515625 4.525443077087402 8.0 +780.296056676947 5853.29345703125 4.525618076324463 8.0 +780.3164906915044 5850.84326171875 4.52488374710083 8.0 +780.3369246062866 5851.36181640625 4.523226261138916 8.0 +780.357358421541 5854.96826171875 4.52492094039917 8.0 +780.3777924372553 5859.26171875 4.5254974365234375 8.0 +780.3982263532089 5856.9775390625 4.524421691894531 8.0 +780.4186603696289 5860.39013671875 4.525775909423828 8.0 +780.4390941862803 5855.78173828125 4.525944232940674 8.0 +780.4595281033908 5856.55224609375 4.5246052742004395 8.0 +780.4799621207421 5860.3134765625 4.527246475219727 8.0 +780.5003959385504 5845.73828125 4.523369312286377 8.0 +780.5208298568323 5856.263671875 4.524995803833008 8.0 +780.5412638753478 5845.634765625 4.523681640625 8.0 +780.5616976940946 5849.15625 4.523879051208496 8.0 +780.622999452884 5847.97119140625 4.523975372314453 8.0 +780.6638672941044 5847.25732421875 4.524432182312012 8.0 +780.6843012149475 5841.953125 4.523244857788086 8.0 +780.7047352364825 5845.068359375 4.522977828979492 8.0 +780.7251690582561 5850.80078125 4.524349689483643 8.0 +780.7456029804889 5852.33642578125 4.525550842285156 8.0 +780.7660370029625 5849.20263671875 4.5238871574401855 8.0 +780.7864708256675 5845.52294921875 4.524848937988281 8.0 +780.8069048490652 5856.94873046875 4.524925708770752 8.0 +780.8273387724694 5855.70068359375 4.5256500244140625 8.0 +780.8682066206675 5844.1240234375 4.523396015167236 8.0 +780.9090744705027 5842.03759765625 4.523148536682129 8.0 +780.9295083957622 5849.10791015625 4.524561882019043 8.0 +780.9499423214947 5836.82568359375 4.52224063873291 8.0 +780.9703763476937 5846.0791015625 4.524275779724121 8.0 +781.0112441010133 5835.59814453125 4.522721290588379 8.0 +781.0316781281435 5840.22802734375 4.524501323699951 8.0 +781.0521120557314 5836.6904296875 4.523496627807617 8.0 +781.0725458837915 5838.70654296875 4.523623943328857 8.0 +781.0929799118458 5844.10595703125 4.5241618156433105 8.0 +781.1134138406051 5842.5888671875 4.522994518280029 8.0 +781.1338476695964 5832.005859375 4.522953987121582 8.0 +781.1542816988222 5836.22412109375 4.521914958953857 8.0 +781.1747156287383 5842.5986328125 4.523769378662109 8.0 +781.2155834892765 5842.7578125 4.523280620574951 8.0 +781.2768852825393 5838.99462890625 4.523595809936523 8.0 +781.3177531468027 5841.2236328125 4.524369239807129 8.0 +781.33818707928 5835.498046875 4.522721767425537 8.0 +781.358621112231 5843.7099609375 4.524577617645264 8.0 +781.4199229134028 5840.2646484375 4.522636890411377 8.0 +781.4403567477493 5830.74951171875 4.523096561431885 8.0 +781.4812247176014 5837.68408203125 4.5226359367370605 8.0 +781.5016586531128 5844.82958984375 4.524260997772217 8.0 +781.5220924888563 5833.87744140625 4.523898124694824 8.0 +781.5629604617352 5828.5302734375 4.522930145263672 8.0 +781.5833943986363 5831.48974609375 4.522900581359863 8.0 +781.6038283357775 5843.634765625 4.524757385253906 8.0 +781.6242622733844 5837.654296875 4.524012088775635 8.0 +781.685564088526 5842.240234375 4.523963451385498 8.0 +781.7059981275233 5842.392578125 4.524285316467285 8.0 +781.7264319669921 5831.9013671875 4.523029804229736 8.0 +781.7468660066952 5836.3447265625 4.522986888885498 8.0 +781.7672999468559 5840.89404296875 4.525003910064697 8.0 +781.7877337874888 5833.9296875 4.523102760314941 8.0 +781.8081678283561 5843.587890625 4.523749828338623 8.0 +781.8286017694481 5836.44873046875 4.523319721221924 8.0 +781.8490356110124 5838.36474609375 4.523117542266846 8.0 +781.8694696530438 5834.47412109375 4.523760795593262 8.0 +781.8899035953 5838.57177734375 4.523554801940918 8.0 +781.9103375380291 5840.9970703125 4.523979187011719 8.0 +781.9307714809911 5831.43115234375 4.522906303405762 8.0 +781.992073312198 5844.87158203125 4.523806095123291 8.0 +782.0125072565497 5835.5361328125 4.522556304931641 8.0 +782.0329412013743 5832.609375 4.522521495819092 8.0 +782.0533751466646 5846.19189453125 4.52518892288208 8.0 +782.0738090921805 5851.73095703125 4.525228023529053 8.0 +782.114676984158 5843.052734375 4.524002552032471 8.0 +782.1555449777588 5841.63525390625 4.523069381713867 8.0 +782.1759788251438 5840.765625 4.524095058441162 8.0 +782.2781486669483 5841.15673828125 4.524909496307373 8.0 +782.298582716423 5830.28564453125 4.52194356918335 8.0 +782.3190165661363 5838.08935546875 4.523261547088623 8.0 +782.339450516316 5834.91552734375 4.5244035720825195 8.0 +782.3598845669549 5842.03515625 4.524270534515381 8.0 +782.3803184178323 5850.92626953125 4.524786949157715 8.0 +782.4007523689434 5841.17236328125 4.524630546569824 8.0 +782.4211864205135 5836.021484375 4.522907257080078 8.0 +782.4416202725552 5835.126953125 4.523428440093994 8.0 +782.4620542248304 5843.17822265625 4.524526119232178 8.0 +782.4824882775647 5846.630859375 4.52509880065918 8.0 +782.5029221305376 5834.07080078125 4.523177623748779 8.0 +782.5233561839777 5836.78271484375 4.523793697357178 8.0 +782.5437901376426 5840.30126953125 4.524219036102295 8.0 +782.5846580461512 5847.41748046875 4.5246477127075195 8.0 +782.6255258562815 5841.2978515625 4.524838924407959 8.0 +782.645959911817 5846.0322265625 4.524486541748047 8.0 +782.6868278238107 5844.8955078125 4.525073528289795 8.0 +782.7072617805097 5843.7861328125 4.524729251861572 8.0 +782.7276957374343 5851.51318359375 4.525082588195801 8.0 +782.7481296945989 5845.77587890625 4.52484655380249 8.0 +782.7685636522292 5848.5703125 4.524996757507324 8.0 +782.7889976103179 5848.20166015625 4.524817943572998 8.0 +782.8094315686467 5840.07421875 4.524911880493164 8.0 +782.8298655274411 5847.02978515625 4.525372505187988 8.0 +782.8502994864612 5849.78125 4.52480411529541 8.0 +782.8707335459549 5842.2314453125 4.524490833282471 8.0 +782.8911674056799 5837.10888671875 4.52464485168457 8.0 +782.9116014658648 5840.8642578125 4.524393081665039 8.0 +782.9320354262891 5842.47021484375 4.524613380432129 8.0 +782.9524692871782 5850.71630859375 4.525974273681641 8.0 +782.9729033485273 5847.8974609375 4.524750709533691 8.0 +782.9933373101157 5848.501953125 4.526151657104492 8.0 +783.0137711719362 5845.49658203125 4.525341510772705 8.0 +783.0342052342166 5848.44287109375 4.5257415771484375 8.0 +783.0750732599554 5846.9951171875 4.525000095367432 8.0 +783.0955071231656 5848.12451171875 4.525364398956299 8.0 +783.1772429802222 5849.6826171875 4.525821208953857 8.0 +783.1976769453031 5847.1240234375 4.525802135467529 8.0 +783.2181109108424 5857.5087890625 4.526518821716309 8.0 +783.2385448766217 5844.296875 4.525019645690918 8.0 +783.2589788428668 5851.62158203125 4.526532173156738 8.0 +783.2794128093374 5854.54833984375 4.527099609375 8.0 +783.2998468762817 5847.62109375 4.526017665863037 8.0 +783.320280843458 5849.58740234375 4.525997638702393 8.0 +783.340714711092 5848.2880859375 4.5258941650390625 8.0 +783.3611487789676 5849.13720703125 4.5262274742126465 8.0 +783.3815827473009 5852.6533203125 4.526354789733887 8.0 +783.4020166161063 5853.666015625 4.526474952697754 8.0 +783.4428846544179 5847.46240234375 4.525693893432617 8.0 +783.4633187241488 5855.1904296875 4.5269775390625 8.0 +783.4837525941184 5840.447265625 4.524831295013428 8.0 +783.5246206354495 5857.248046875 4.527241230010986 8.0 +783.5450545065833 5857.064453125 4.526845455169678 8.0 +783.5654884781761 5858.466796875 4.527168273925781 8.0 +783.5859225500099 5861.14599609375 4.527113437652588 8.0 +783.6063564220749 5855.97021484375 4.527347564697266 8.0 +783.6267903948319 5846.29345703125 4.525583267211914 8.0 +783.647224467597 5849.41796875 4.525962829589844 8.0 +783.6676583408262 5858.74658203125 4.526979923248291 8.0 +783.6880924145153 5858.11767578125 4.527040958404541 8.0 +783.7289602628371 5854.54443359375 4.526962757110596 8.0 +783.7902622878755 5862.33251953125 4.527916431427002 8.0 +783.8311302396833 5853.375 4.52764368057251 8.0 +783.8515642161728 5853.23779296875 4.527045249938965 8.0 +783.9128661477298 5861.4404296875 4.528006553649902 8.0 +783.9537341037285 5858.81689453125 4.526999473571777 8.0 +783.9741680823136 5858.8212890625 4.527013301849365 8.0 +784.0354701201577 5862.54296875 4.527451992034912 8.0 +784.0559040001317 5861.97216796875 4.527361869812012 8.0 +784.0763380803473 5855.85498046875 4.526840686798096 8.0 +784.117205942166 5858.216796875 4.527382850646973 8.0 +784.1580740053905 5864.9296875 4.5280022621154785 8.0 +784.17850788746 5860.71923828125 4.527370452880859 8.0 +784.1989419697711 5874.91357421875 4.52915096282959 8.0 +784.2193759525398 5860.41845703125 4.52738094329834 8.0 +784.2398100357823 5866.58251953125 4.527949810028076 8.0 +784.260243919256 5869.564453125 4.527642726898193 8.0 +784.2806779031962 5865.26708984375 4.527810096740723 8.0 +784.3011119873627 5863.3037109375 4.527102470397949 8.0 +784.3215458717677 5857.34130859375 4.526544570922852 8.0 +784.341979856632 5870.4013671875 4.528264045715332 8.0 +784.3624139419699 5865.14208984375 4.527979373931885 8.0 +784.3828478275391 5865.28759765625 4.527059078216553 8.0 +784.4032818135747 5862.810546875 4.527615547180176 8.0 +784.4237157998359 5871.5615234375 4.528545379638672 8.0 +784.44414978657 5864.025390625 4.527942180633545 8.0 +784.4645838735305 5867.4560546875 4.527716636657715 8.0 +784.4850177609624 5868.72802734375 4.527911186218262 8.0 +784.5054517486278 5869.37255859375 4.528528690338135 8.0 +784.5463198251164 5874.291015625 4.529260635375977 8.0 +784.5667537139452 5874.94970703125 4.529458522796631 8.0 +784.5871878030011 5867.712890625 4.527893543243408 8.0 +784.6076217925292 5874.57958984375 4.5292253494262695 8.0 +784.6280557822902 5875.0087890625 4.528679847717285 8.0 +784.6484897725095 5877.1240234375 4.529479026794434 8.0 +784.6689237629689 5867.8310546875 4.528162479400635 8.0 +784.6893578538948 5875.58984375 4.52921199798584 8.0 +784.7097917450446 5880.7861328125 4.529684066772461 8.0 +784.7302257366682 5880.2138671875 4.52975606918335 8.0 +784.7506598285254 5877.72607421875 4.529075622558594 8.0 +784.7710937208394 5890.1826171875 4.530725002288818 8.0 +784.7915277133943 5872.0009765625 4.528750896453857 8.0 +784.8119618064156 5882.56982421875 4.529659748077393 8.0 +784.832395699661 5873.91748046875 4.5284576416015625 8.0 +784.8528297933808 5880.72900390625 4.529706001281738 8.0 +784.8732637875655 5866.7265625 4.527246475219727 8.0 +784.9141317766262 5874.64892578125 4.529170989990234 8.0 +784.9345657717422 5875.77734375 4.529222011566162 8.0 +784.954999667083 5884.33447265625 4.529840469360352 8.0 +784.9754337628983 5880.42333984375 4.529225826263428 8.0 +784.9958677589457 5870.71435546875 4.528265476226807 8.0 +785.0163018554522 5878.44580078125 4.529016494750977 8.0 +785.0367357521973 5883.341796875 4.529550552368164 8.0 +785.0571697494088 5876.03759765625 4.529215335845947 8.0 +785.0776037468459 5883.05712890625 4.53030252456665 8.0 +785.0980377447559 5888.64501953125 4.530539035797119 8.0 +785.1184717431315 5879.919921875 4.528942584991455 8.0 +785.1593397405741 5888.45947265625 4.529664516448975 8.0 +785.179773739881 5880.7080078125 4.528849124908447 8.0 +785.2002078394144 5887.623046875 4.529633522033691 8.0 +785.2206417394191 5876.712890625 4.528717517852783 8.0 +785.2410758396582 5887.10546875 4.529488563537598 8.0 +785.2615098403548 5891.44873046875 4.5300116539001465 8.0 +785.2819437412909 5885.6474609375 4.529653072357178 8.0 +785.3023778426868 5880.7236328125 4.529017448425293 8.0 +785.3228118443221 5894.56103515625 4.530500888824463 8.0 +785.3432457464223 5896.48681640625 4.530472755432129 8.0 +785.3636798489897 5891.9541015625 4.530253887176514 8.0 +785.384113851549 5887.1689453125 4.5297651290893555 8.0 +785.4045479548149 5894.62744140625 4.530601501464844 8.0 +785.4249818583048 5885.271484375 4.529686450958252 8.0 +785.4454158620356 5890.69384765625 4.530162334442139 8.0 +785.4658499662328 5900.88916015625 4.5310845375061035 8.0 +785.4862838706613 5900.728515625 4.5313029289245605 8.0 +785.5067178755489 5894.02197265625 4.53003454208374 8.0 +785.5271519806774 5899.96923828125 4.530814170837402 8.0 +785.5475858862628 5902.1884765625 4.531411170959473 8.0 +785.5680198920891 5893.70263671875 4.529787540435791 8.0 +785.5884539983817 5904.765625 4.53139066696167 8.0 +785.6088879049057 5912.52490234375 4.532556533813477 8.0 +785.6293220118896 5910.4560546875 4.532200336456299 8.0 +785.6497560191128 5909.6630859375 4.530660629272461 8.0 +785.6701900267944 5900.17236328125 4.530914306640625 8.0 +785.6906240347162 5906.5419921875 4.531614303588867 8.0 +785.7110580431035 5903.20068359375 4.5306782722473145 8.0 +785.731491951723 5899.99853515625 4.530574321746826 8.0 +785.7519260608024 5899.35693359375 4.530795097351074 8.0 +785.7723600701211 5895.30078125 4.530467510223389 8.0 +785.8336621003982 5908.6005859375 4.531505107879639 8.0 +785.8540961111066 5905.19287109375 4.531933307647705 8.0 +785.8949641337022 5905.58837890625 4.531362533569336 8.0 +785.9153982453427 5905.47265625 4.530680179595947 8.0 +785.9562661700329 5909.30517578125 4.531679630279541 8.0 +785.9767002828376 5901.8876953125 4.531009197235107 8.0 +785.9971341961136 5907.7490234375 4.531424522399902 8.0 +786.017568309624 5904.888671875 4.531436443328857 8.0 +786.0584362375666 5905.42919921875 4.530914783477783 8.0 +786.0788703522412 5910.98291015625 4.53175687789917 8.0 +786.1401723978852 5906.2763671875 4.531190395355225 8.0 +786.1606064139487 5921.4423828125 4.5330305099487305 8.0 +786.2219084637836 5912.7861328125 4.532087326049805 8.0 +786.2423425812522 5924.43701171875 4.532878875732422 8.0 +786.2627764989447 5911.0439453125 4.531619548797607 8.0 +786.3445125729995 5916.646484375 4.532567501068115 8.0 +786.3649465925628 5923.17041015625 4.533204555511475 8.0 +786.3853806121188 5910.25634765625 4.532033443450928 8.0 +786.4058147323813 5914.2158203125 4.53267765045166 8.0 +786.467116794789 5915.78564453125 4.532707214355469 8.0 +786.4875508162149 5913.92578125 4.532305717468262 8.0 +786.5079847380985 5919.6845703125 4.53237771987915 8.0 +786.5284188602236 5919.42333984375 4.533060550689697 8.0 +786.5488528825808 5922.62109375 4.533230781555176 8.0 +786.5692868056358 5921.564453125 4.533007621765137 8.0 +786.589720928685 5934.3740234375 4.534206390380859 8.0 +786.6101549522064 5931.21728515625 4.533908367156982 8.0 +786.6305890761869 5920.9892578125 4.533182621002197 8.0 +786.651023000406 5923.84375 4.533255100250244 8.0 +786.6714570250915 5917.16552734375 4.532878398895264 8.0 +786.6918911500034 5928.7568359375 4.5339436531066895 8.0 +786.7123250751538 5924.97509765625 4.533556938171387 8.0 +786.7327591007706 5922.3095703125 4.533002853393555 8.0 +786.7531932268466 5929.49755859375 4.533858776092529 8.0 +786.7736271531612 5936.29931640625 4.534937858581543 8.0 +786.8144953067167 5935.8017578125 4.534088134765625 8.0 +786.8553633616757 5928.6826171875 4.5335774421691895 8.0 +786.8757973898464 5924.76904296875 4.533483982086182 8.0 +786.8962314180244 5923.1484375 4.533530235290527 8.0 +786.9166654469009 5928.68994140625 4.534284591674805 8.0 +786.9370994760029 5931.2802734375 4.533870220184326 8.0 +786.957533505345 5934.8388671875 4.535281658172607 8.0 +786.9779675351529 5929.56787109375 4.533807754516602 8.0 +787.0392696264316 5924.87939453125 4.534276485443115 8.0 +787.0597036573963 5926.95166015625 4.533583641052246 8.0 +787.0801377888347 5927.8994140625 4.534307479858398 8.0 +787.1005717207372 5937.0966796875 4.534847259521484 8.0 +787.121005752866 5930.3388671875 4.533670902252197 8.0 +787.1414398852357 5929.2431640625 4.533340930938721 8.0 +787.1618738180696 5935.9873046875 4.533669471740723 8.0 +787.1823079513633 5935.58935546875 4.534455299377441 8.0 +787.2027419848964 5931.7431640625 4.533590316772461 8.0 +787.2640440875839 5933.8974609375 4.533506393432617 8.0 +787.2844780222804 5930.26123046875 4.533378601074219 8.0 +787.3253461930653 5936.05859375 4.533609390258789 8.0 +787.3457801291588 5933.48095703125 4.533213138580322 8.0 +787.3866483020392 5948.1484375 4.534701347351074 8.0 +787.4070824388255 5938.890625 4.532832145690918 8.0 +787.4683845517575 5933.677734375 4.533050537109375 8.0 +787.4888184899464 5945.353515625 4.533645153045654 8.0 +787.5092525286018 5939.9033203125 4.5334272384643555 8.0 +787.5296866677163 5933.4052734375 4.532626628875732 8.0 +787.5501207070702 5933.47216796875 4.533390522003174 8.0 +787.5705547466569 5938.86376953125 4.533497333526611 8.0 +787.5909887867019 5946.26171875 4.5340352058410645 8.0 +787.631856867738 5945.529296875 4.53462028503418 8.0 +787.6522909087143 5942.4013671875 4.53330135345459 8.0 +787.6727248501629 5947.7841796875 4.5345964431762695 8.0 +787.6931589918458 5941.7548828125 4.53306770324707 8.0 +787.7135930339864 5939.90576171875 4.5334014892578125 8.0 +787.7544611192134 5947.93505859375 4.533785343170166 8.0 +787.795329305598 5938.6962890625 4.532750606536865 8.0 +787.8157632493749 5943.4013671875 4.532253265380859 8.0 +787.8361972936109 5942.31103515625 4.532991886138916 8.0 +787.8566314380878 5940.39697265625 4.533155918121338 8.0 +787.877065382796 5946.74072265625 4.532514572143555 8.0 +787.8974994279633 5941.30419921875 4.532153129577637 8.0 +787.9179335733716 5941.92041015625 4.532012939453125 8.0 +787.9383675192439 5936.66650390625 4.531875133514404 8.0 +787.9588016653433 5949.57958984375 4.533494472503662 8.0 +787.979235711915 5940.12841796875 4.531476974487305 8.0 +787.9996696587186 5944.92822265625 4.532474517822266 8.0 +788.0201038057494 5944.20849609375 4.532797813415527 8.0 +788.0609719012209 5948.6953125 4.531910419464111 8.0 +788.0814059494151 5936.16650390625 4.5317840576171875 8.0 +788.1018399978493 5958.427734375 4.5344343185424805 8.0 +788.1222740467492 5953.486328125 4.532610893249512 8.0 +788.1427080961075 5942.23583984375 4.53162956237793 8.0 +788.1631421457059 5946.8037109375 4.532431602478027 8.0 +788.1835762955307 5947.1279296875 4.532140254974365 8.0 +788.2040102458268 5944.6474609375 4.5330729484558105 8.0 +788.2244442963565 5949.59423828125 4.531771183013916 8.0 +788.2448783471191 5942.4775390625 4.532698154449463 8.0 +788.26531239834 5948.0947265625 4.531942367553711 8.0 +788.2857464500339 5947.5712890625 4.532420635223389 8.0 +788.3061806019541 5941.68212890625 4.531861782073975 8.0 +788.3470487067389 5941.2783203125 4.531719207763672 8.0 +788.3674827598297 5955.60888671875 4.533157825469971 8.0 +788.3879167131454 5946.955078125 4.531797885894775 8.0 +788.4083508667027 5954.6708984375 4.532203197479248 8.0 +788.4287849207176 5949.15673828125 4.531437873840332 8.0 +788.4492188749718 5953.486328125 4.532527923583984 8.0 +788.4696530295769 5957.77587890625 4.532445907592773 8.0 +788.4900870845304 5955.40478515625 4.533242225646973 8.0 +788.5105210398251 5945.7119140625 4.530975818634033 8.0 +788.5309551954779 5947.3134765625 4.531131267547607 8.0 +788.5513892514718 5945.576171875 4.531360149383545 8.0 +788.5922573645221 5953.63427734375 4.5319905281066895 8.0 +788.6126914215711 5944.27001953125 4.531684398651123 8.0 +788.6331255788464 5950.474609375 4.532432556152344 8.0 +788.6535595365931 5955.505859375 4.532192707061768 8.0 +788.6739935945661 5951.37158203125 4.531826972961426 8.0 +788.6944277528964 5950.1396484375 4.531773090362549 8.0 +788.7148617116909 5951.283203125 4.533298969268799 8.0 +788.7352958707124 5947.12158203125 4.531539440155029 8.0 +788.7557299300897 5950.5478515625 4.531723499298096 8.0 +788.7761639898163 5948.921875 4.531942844390869 8.0 +788.7965980497684 5958.330078125 4.532145977020264 8.0 +788.8170321101934 5953.85693359375 4.532036304473877 8.0 +788.8374661709677 5959.33056640625 4.533027648925781 8.0 +788.8579002319675 5958.07666015625 4.5330424308776855 8.0 +788.8783342933239 5953.66162109375 4.531393527984619 8.0 +788.8987683551459 5948.41796875 4.53175163269043 8.0 +788.9192024171934 5957.244140625 4.531641960144043 8.0 +788.9396364795975 5953.3466796875 4.531689167022705 8.0 +788.9600706423516 5953.75830078125 4.531130313873291 8.0 +788.9805046054462 5951.60693359375 4.531724452972412 8.0 +789.0009386687816 5957.62255859375 4.5324249267578125 8.0 +789.0213728325762 5949.61572265625 4.5315728187561035 8.0 +789.0418067967257 5952.859375 4.532190799713135 8.0 +789.0622408611089 5963.87353515625 4.533846378326416 8.0 +789.1031089910321 5958.7470703125 4.531805038452148 8.0 +789.1235431564637 5962.95458984375 4.532870292663574 8.0 +789.1439772222366 5958.3251953125 4.531320095062256 8.0 +789.1644111882488 5959.837890625 4.532700538635254 8.0 +789.1848453547282 5958.107421875 4.532466888427734 8.0 +789.205279421556 5968.64453125 4.533573150634766 8.0 +789.2257134886095 5963.46435546875 4.533266067504883 8.0 +789.2461475561358 5958.97802734375 4.533565044403076 8.0 +789.2665816238878 5961.8994140625 4.533047199249268 8.0 +789.3074497604539 5963.79541015625 4.533392429351807 8.0 +789.3278838292608 5958.1630859375 4.532379150390625 8.0 +789.3483179984105 5958.5205078125 4.533412456512451 8.0 +789.3891860376461 5951.919921875 4.531731605529785 8.0 +789.4096202078508 5957.98828125 4.532930374145508 8.0 +789.4300542782876 5962.4736328125 4.533501148223877 8.0 +789.4504882491892 5954.611328125 4.532738208770752 8.0 +789.470922420318 5956.27294921875 4.531983375549316 8.0 +789.4913563918017 5961.82373046875 4.533140659332275 8.0 +789.5117904635117 5955.671875 4.531589984893799 8.0 +789.5322246356955 5958.2373046875 4.532899379730225 8.0 +789.5526586082269 5954.29296875 4.533236503601074 8.0 +789.6343950014852 5957.27099609375 4.532805442810059 8.0 +789.6548290756473 5964.822265625 4.533020496368408 8.0 +789.7161313001052 5957.36083984375 4.53291130065918 8.0 +789.7569994514488 5971.12158203125 4.5365729331970215 8.0 +789.7978677041974 5966.34130859375 4.535371780395508 8.0 +789.818301681029 5955.00732421875 4.532647609710693 8.0 +789.8591699356402 5963.00048828125 4.53420352935791 8.0 +789.8796039135195 5961.51806640625 4.535223960876465 8.0 +789.9409062490377 5958.64892578125 4.534111976623535 8.0 +789.9613403282056 5960.392578125 4.535404682159424 8.0 +789.9817744077227 5963.21728515625 4.533703327178955 8.0 +790.0022084874654 5955.73046875 4.532660484313965 8.0 +790.022642567681 5955.15625 4.5329909324646 8.0 +790.0430766481295 5954.349609375 4.533112525939941 8.0 +790.0635107290364 5962.3671875 4.536245346069336 8.0 +790.0839449101841 5965.21435546875 4.533270835876465 8.0 +790.1043788916795 5954.32861328125 4.53250789642334 8.0 +790.1656811382563 5965.07763671875 4.534536361694336 8.0 +790.1861153210266 5956.421875 4.5333380699157715 8.0 +790.2065493042683 5967.99609375 4.536141872406006 8.0 +790.2269833877435 5955.9345703125 4.532113552093506 8.0 +790.2474175715615 5964.07177734375 4.536084175109863 8.0 +790.2678515557345 5965.99462890625 4.536288261413574 8.0 +790.2882856402575 5968.3330078125 4.535460948944092 8.0 +790.3087198250068 5957.728515625 4.532460689544678 8.0 +790.3291538102276 5973.2890625 4.536169052124023 8.0 +790.370022081479 5960.5673828125 4.535473346710205 8.0 +790.390456067631 5962.748046875 4.535190105438232 8.0 +790.4313243409779 5960.28515625 4.535540580749512 8.0 +790.4517584281784 5957.81982421875 4.5346999168396 8.0 +790.4721925156045 5968.8583984375 4.536413669586182 8.0 +790.4926266033872 5960.4521484375 4.535278797149658 8.0 +790.5130607916362 5958.7333984375 4.534224510192871 8.0 +790.5334947801166 5957.1728515625 4.533915996551514 8.0 +790.5539288688233 5956.98583984375 4.5347394943237305 8.0 +790.5743630580037 5954.5771484375 4.535111427307129 8.0 +790.5947971475252 5963.71435546875 4.533705711364746 8.0 +790.6152311372862 5955.5087890625 4.534706115722656 8.0 +790.6356653273979 5955.89697265625 4.534235954284668 8.0 +790.6560994178508 5963.25732421875 4.534167289733887 8.0 +790.6765334086595 5962.1220703125 4.535533905029297 8.0 +790.6969675998189 5961.68115234375 4.5355939865112305 8.0 +790.7174016913195 5957.25244140625 4.535574913024902 8.0 +790.737835883061 5950.46728515625 4.533353805541992 8.0 +790.7582698752667 5961.5830078125 4.535399913787842 8.0 +790.7787038677052 5966.640625 4.536134719848633 8.0 +790.7991380604872 5956.154296875 4.533128261566162 8.0 +790.8195721535085 5955.34326171875 4.534689903259277 8.0 +790.8400061469874 5962.63330078125 4.536156177520752 8.0 +790.860440340708 5959.56494140625 4.534893035888672 8.0 +790.8808744348935 5958.6416015625 4.535638332366943 8.0 +790.9013086293053 5958.7734375 4.535789489746094 8.0 +790.962610914532 5957.62109375 4.535024166107178 8.0 +791.0034790063946 5960.6416015625 4.5345940589904785 8.0 +791.0239132027855 5961.81201171875 4.5345458984375 8.0 +791.0443471995313 5954.587890625 4.534562587738037 8.0 +791.0647812966272 5954.359375 4.5346360206604 8.0 +791.0852154940658 5945.84765625 4.533395767211914 8.0 +791.1056495917437 5951.80615234375 4.534147262573242 8.0 +791.1260836898873 5955.69189453125 4.534463405609131 8.0 +791.1465177882565 5946.021484375 4.534124851226807 8.0 +791.1669518869821 5942.30908203125 4.534045696258545 8.0 +791.187385986057 5958.60888671875 4.534358501434326 8.0 +791.2078200853575 5950.83154296875 4.533102989196777 8.0 +791.2282541851309 5950.31005859375 4.534028053283691 8.0 +791.2486883851379 5954.98583984375 4.533547878265381 8.0 +791.2691223854854 5954.98876953125 4.533631324768066 8.0 +791.3099906872376 5962.40869140625 4.535445690155029 8.0 +791.3304246885236 5958.38427734375 4.534483432769775 8.0 +791.3508588902769 5954.75390625 4.534316539764404 8.0 +791.3917269945887 5953.267578125 4.533698558807373 8.0 +791.4121611972732 5946.9755859375 4.533270359039307 8.0 +791.4325952002982 5947.92431640625 4.5340118408203125 8.0 +791.4530293035641 5947.19970703125 4.532523155212402 8.0 +791.47346350718 5939.53173828125 4.534368991851807 8.0 +791.5143317155671 5944.57080078125 4.532322883605957 8.0 +791.5347658201135 5956.7265625 4.535167217254639 8.0 +791.5960681359575 5949.29296875 4.533993721008301 8.0 +791.6165022418936 5954.47314453125 4.5350518226623535 8.0 +791.6369363481863 5943.27001953125 4.5339860916137695 8.0 +791.6573704548282 5937.5390625 4.53314208984375 8.0 +791.6778046618128 5946.16259765625 4.532689094543457 8.0 +791.6982386690361 5941.90185546875 4.533147811889648 8.0 +791.7186727766093 5938.24658203125 4.532907009124756 8.0 +791.8004093101481 5937.7490234375 4.532215595245361 8.0 +791.8208434194676 5939.564453125 4.532392978668213 8.0 +791.9025798595321 5940.87939453125 4.532468318939209 8.0 +791.9434480815398 5932.12353515625 4.532244682312012 8.0 +791.9638821930712 5936.3349609375 4.532094955444336 8.0 +791.9843163049445 5934.82275390625 4.532269477844238 8.0 +792.0251845295206 5936.08349609375 4.531913757324219 8.0 +792.0456186423253 5938.01513671875 4.532787322998047 8.0 +792.0864868688805 5927.0390625 4.530269145965576 8.0 +792.1069209827328 5926.64453125 4.530464172363281 8.0 +792.1273551968261 5933.701171875 4.531761169433594 8.0 +792.1477892112671 5932.705078125 4.530689239501953 8.0 +792.1682233260508 5928.88232421875 4.531348705291748 8.0 +792.1886575410754 5938.16845703125 4.531911373138428 8.0 +792.2090915565641 5921.7314453125 4.530905246734619 8.0 +792.2295256722791 5929.71044921875 4.531688690185547 8.0 +792.2499598883514 5925.74609375 4.5320210456848145 8.0 +792.2703939046551 5925.095703125 4.529947757720947 8.0 +792.2908281214186 5937.251953125 4.532715320587158 8.0 +792.3112622384215 5915.81591796875 4.529138088226318 8.0 +792.3316963557736 5919.68359375 4.530311107635498 8.0 +792.3521304734677 5916.7802734375 4.529500484466553 8.0 +792.3725645915183 5923.2060546875 4.530295372009277 8.0 +792.3929987097945 5931.7333984375 4.531667709350586 8.0 +792.4134328285436 5924.65185546875 4.530821323394775 8.0 +792.4338669475255 5914.0283203125 4.529691219329834 8.0 +792.4543011668502 5916.15966796875 4.529255390167236 8.0 +792.4747352864142 5915.54150390625 4.5301079750061035 8.0 +792.4951693064431 5912.515625 4.528247833251953 8.0 +792.5156035266991 5923.60009765625 4.530498504638672 8.0 +792.5360376473109 5915.97607421875 4.5293989181518555 8.0 +792.5564716682711 5919.56640625 4.5295796394348145 8.0 +792.5769058894584 5915.5107421875 4.5295281410217285 8.0 +792.5973400111179 5914.15771484375 4.529099464416504 8.0 +792.6177740330095 5919.3203125 4.529658794403076 8.0 +792.679076500659 5910.3505859375 4.52967643737793 8.0 +792.6995106238246 5905.82568359375 4.528361797332764 8.0 +792.719944647346 5921.5849609375 4.530019283294678 8.0 +792.7403788712181 5903.03173828125 4.527565956115723 8.0 +792.7812470198842 5901.08203125 4.52792501449585 8.0 +792.8016812446876 5908.72998046875 4.527528762817383 8.0 +792.8221153698323 5913.51513671875 4.529063701629639 8.0 +792.8425495953343 5913.728515625 4.52888298034668 8.0 +792.9038519735768 5906.9462890625 4.527922630310059 8.0 +792.9242860003578 5905.96240234375 4.528194427490234 8.0 +792.9447201274816 5902.73193359375 4.527914524078369 8.0 +792.9651543548462 5895.35546875 4.52576208114624 8.0 +792.9855884825593 5902.9677734375 4.526968955993652 8.0 +793.0060225106135 5902.619140625 4.527434825897217 8.0 +793.0264567390259 5897.68115234375 4.525761127471924 8.0 +793.0468908676703 5899.16015625 4.526798248291016 8.0 +793.0673249966567 5895.09814453125 4.527349472045898 8.0 +793.0877591259996 5897.9873046875 4.526834487915039 8.0 +793.1081932556917 5892.904296875 4.526681423187256 8.0 +793.1286274856102 5896.1083984375 4.527012825012207 8.0 +793.1490615160001 5901.2275390625 4.52706241607666 8.0 +793.1694956466235 5896.7734375 4.526722431182861 8.0 +793.1899298774733 5893.6220703125 4.526909351348877 8.0 +793.2103639087945 5886.123046875 4.525817394256592 8.0 +793.2307981403428 5889.296875 4.526391506195068 8.0 +793.2512322722469 5894.10546875 4.525888919830322 8.0 +793.2716663044994 5885.296875 4.525789737701416 8.0 +793.2921005371027 5883.18994140625 4.525831699371338 8.0 +793.31253456993 5892.6611328125 4.527180194854736 8.0 +793.3329687031146 5892.0439453125 4.52629280090332 8.0 +793.3534029366419 5896.09130859375 4.527284145355225 8.0 +793.3738369704079 5879.33056640625 4.524935722351074 8.0 +793.3942711046402 5888.26953125 4.5259928703308105 8.0 +793.4147053391061 5896.19775390625 4.526728630065918 8.0 +793.4351393739125 5890.48388671875 4.525815010070801 8.0 +793.455573609077 5887.11279296875 4.525925159454346 8.0 +793.4760077444662 5889.11376953125 4.52588415145874 8.0 +793.5168760163069 5884.86669921875 4.52646541595459 8.0 +793.5373101527512 5881.67626953125 4.525314807891846 8.0 +793.557744289421 5881.517578125 4.525361061096191 8.0 +793.5781784264473 5879.93310546875 4.525379657745361 8.0 +793.5986125638155 5883.5556640625 4.525861740112305 8.0 +793.6190467015404 5887.4150390625 4.525245666503906 8.0 +793.6394809394988 5887.1787109375 4.526165008544922 8.0 +793.6599149778049 5885.06640625 4.525924205780029 8.0 +793.6803492164545 5889.1142578125 4.525693893432617 8.0 +793.7007833554599 5875.685546875 4.523865699768066 8.0 +793.72121739469 5879.8486328125 4.525816917419434 8.0 +793.7416516342782 5892.65771484375 4.5257182121276855 8.0 +793.7620857742149 5877.04296875 4.524733066558838 8.0 +793.7825198145001 5884.751953125 4.526108264923096 8.0 +793.8029540550124 5879.3466796875 4.524890422821045 8.0 +793.8233881958804 5875.2724609375 4.525306701660156 8.0 +793.8438224370911 5879.86767578125 4.525027275085449 8.0 +793.8642564786569 5885.88916015625 4.525528430938721 8.0 +793.8846906204562 5880.3388671875 4.524833679199219 8.0 +793.9051247625976 5873.16455078125 4.524464130401611 8.0 +793.9459929478253 5864.15576171875 4.523034572601318 8.0 +793.9664271910151 5870.349609375 4.523844242095947 8.0 +793.9868613344443 5872.435546875 4.52335786819458 8.0 +794.0072954782227 5865.982421875 4.522955894470215 8.0 +794.0277296222266 5872.40283203125 4.523967266082764 8.0 +794.0481637665871 5862.63671875 4.523184299468994 8.0 +794.0685980112976 5871.49169921875 4.523033142089844 8.0 +794.0890320563485 5866.41015625 4.52399206161499 8.0 +794.1299004473985 5865.54443359375 4.523160934448242 8.0 +794.1707686396039 5866.43896484375 4.523121356964111 8.0 +794.1912028862862 5857.84814453125 4.522671699523926 8.0 +794.2116370332078 5857.337890625 4.522324562072754 8.0 +794.2320711803623 5863.802734375 4.522498607635498 8.0 +794.2525053279824 5859.037109375 4.521728038787842 8.0 +794.272939475828 5861.50537109375 4.5225372314453125 8.0 +794.293373724031 5869.1806640625 4.523599624633789 8.0 +794.3138077725744 5861.92822265625 4.522811412811279 8.0 +794.3342419213586 5876.8583984375 4.523678302764893 8.0 +794.3751102200913 5882.32568359375 4.524596214294434 8.0 +794.3955444698004 5871.39794921875 4.523963928222656 8.0 +794.4159786199816 5882.28759765625 4.524258136749268 8.0 +794.4364126703877 5866.69189453125 4.523632526397705 8.0 +794.4772810721479 5858.15673828125 4.522712707519531 8.0 +794.4977151234925 5856.75927734375 4.521290302276611 8.0 +794.5385835272245 5860.2890625 4.522316932678223 8.0 +794.5590175794932 5858.3701171875 4.521592617034912 8.0 +794.57945183212 5854.2431640625 4.521013259887695 8.0 +794.5998858850944 5856.349609375 4.521698951721191 8.0 +794.6203201384124 5860.38623046875 4.522031307220459 8.0 +794.6407542919696 5858.748046875 4.522366046905518 8.0 +794.6611883458754 5855.37158203125 4.521595001220703 8.0 +794.6816226001247 5861.07763671875 4.522136211395264 8.0 +794.7020567546133 5855.345703125 4.521781921386719 8.0 +794.7224909094512 5854.82080078125 4.5219526290893555 8.0 +794.742925064631 5852.42138671875 4.520810604095459 8.0 +794.7633592201673 5856.0947265625 4.521992206573486 8.0 +794.7837933759365 5843.79541015625 4.520555019378662 8.0 +794.8042275320477 5849.34375 4.520829200744629 8.0 +794.8246616885153 5853.451171875 4.521204471588135 8.0 +794.8450959452166 5848.958984375 4.519047737121582 8.0 +794.8655301022591 5860.0234375 4.5217742919921875 8.0 +794.8859641596573 5852.31640625 4.5176215171813965 8.0 +794.9063984172899 5856.2646484375 4.521951198577881 8.0 +794.9268325753801 5850.4052734375 4.517340183258057 8.0 +794.9472666337097 5850.791015625 4.51957893371582 8.0 +794.9677008922736 5856.9853515625 4.519435882568359 8.0 +794.9881350512951 5854.2646484375 4.519864082336426 8.0 +795.0290033700512 5846.50634765625 4.517706394195557 8.0 +795.0494375300041 5853.3740234375 4.5193867683410645 8.0 +795.0698717901978 5852.98779296875 4.518322467803955 8.0 +795.0903058507392 5851.53759765625 4.518104076385498 8.0 +795.110740011507 5848.6787109375 4.517728805541992 8.0 +795.1311742727485 5851.79736328125 4.517742156982422 8.0 +795.1516083342212 5850.13671875 4.5181050300598145 8.0 +795.1924767580931 5848.67431640625 4.517440319061279 8.0 +795.2129108204972 5845.07763671875 4.51725435256958 8.0 +795.2333450831284 5856.31689453125 4.51837682723999 8.0 +795.253779146231 5855.421875 4.518424034118652 8.0 +795.294647573246 5855.2822265625 4.517902374267578 8.0 +795.3150816371635 5845.3388671875 4.51624059677124 8.0 +795.3559500660413 5843.6484375 4.516133785247803 8.0 +795.3763842310073 5847.58984375 4.517730236053467 8.0 +795.3968183961988 5836.021484375 4.516228675842285 8.0 +795.4172525617469 5851.06689453125 4.517727851867676 8.0 +795.4376867276442 5846.79248046875 4.5170464515686035 8.0 +795.4581208937743 5838.29248046875 4.516138076782227 8.0 +795.4785550602464 5859.431640625 4.518218517303467 8.0 +795.4989892270751 5843.857421875 4.517461776733398 8.0 +795.51942349413 5839.736328125 4.517196178436279 8.0 +795.53985756154 5839.0419921875 4.516402244567871 8.0 +795.5602917292999 5846.029296875 4.517110347747803 8.0 +795.5807259972862 5846.83203125 4.517047882080078 8.0 +795.6011600657439 5847.7998046875 4.5171098709106445 8.0 +795.6215943343195 5843.86474609375 4.51666784286499 8.0 +795.6420285033528 5838.6572265625 4.516460418701172 8.0 +795.6624625726254 5842.98095703125 4.517060279846191 8.0 +795.6828968422487 5841.00927734375 4.516653537750244 8.0 +795.7033310120969 5843.1494140625 4.51668119430542 8.0 +795.7237650824172 5835.12744140625 4.5161452293396 8.0 +795.7850676948874 5855.86767578125 4.5177764892578125 8.0 +795.8259360381999 5844.60791015625 4.516404628753662 8.0 +795.8463702102672 5836.52734375 4.516343116760254 8.0 +795.8668043826838 5842.95947265625 4.516946792602539 8.0 +795.907672728441 5837.23046875 4.515549659729004 8.0 +795.9281069017889 5832.6845703125 4.515405178070068 8.0 +795.9689752494087 5831.56103515625 4.514847755432129 8.0 +795.9894094236879 5842.15380859375 4.516607284545898 8.0 +796.0098436983099 5840.62255859375 4.515653610229492 8.0 +796.0302777731704 5847.63037109375 4.517238140106201 8.0 +796.0711462239342 5844.376953125 4.516971588134766 8.0 +796.0915803997268 5841.87744140625 4.516682147979736 8.0 +796.1120144758679 5839.13134765625 4.515781402587891 8.0 +796.1324487523525 5840.4326171875 4.516200065612793 8.0 +796.1528829290764 5841.88330078125 4.515997409820557 8.0 +796.1733172061504 5833.81396484375 4.515374660491943 8.0 +796.21418546122 5832.703125 4.515073299407959 8.0 +796.234619739218 5842.5146484375 4.515648365020752 8.0 +796.2550538174546 5829.34619140625 4.514814853668213 8.0 +796.2754879961576 5833.39208984375 4.5150346755981445 8.0 +796.2959222750942 5842.17919921875 4.515716075897217 8.0 +796.3163563542548 5835.60400390625 4.515285015106201 8.0 +796.3367905337727 5839.5634765625 4.5160417556762695 8.0 +796.3572248136334 5842.11767578125 4.516299247741699 8.0 +796.377658893849 5835.53759765625 4.5156025886535645 8.0 +796.4185273550975 5839.53369140625 4.515846252441406 8.0 +796.4389614361207 5848.60986328125 4.516979694366455 8.0 +796.4593957176185 5845.95751953125 4.516012191772461 8.0 +796.479829899341 5839.9658203125 4.515968322753906 8.0 +796.5002639813029 5841.48828125 4.515450954437256 8.0 +796.5615666291633 5831.2939453125 4.5152812004089355 8.0 +796.5820008125229 5843.66796875 4.516265869140625 8.0 +796.6024349959916 5841.36572265625 4.51577091217041 8.0 +796.6228691799333 5846.77294921875 4.516394138336182 8.0 +796.6433033641079 5838.998046875 4.515849590301514 8.0 +796.6637375485079 5841.853515625 4.515522480010986 8.0 +796.7046059184868 5839.716796875 4.515609264373779 8.0 +796.7250401038182 5845.4091796875 4.516397953033447 8.0 +796.7454743896233 5849.3955078125 4.516590118408203 8.0 +796.7659084755433 5851.611328125 4.51640510559082 8.0 +796.7863427619232 5847.48095703125 4.516472339630127 8.0 +796.8067769485424 5839.001953125 4.515310764312744 8.0 +796.8272110355101 5849.5185546875 4.516724109649658 8.0 +796.8476453227049 5838.11279296875 4.514915466308594 8.0 +796.8680795102555 5843.37255859375 4.515684604644775 8.0 +796.8885135981545 5848.4873046875 4.51615047454834 8.0 +796.9089478863971 5840.90673828125 4.515685081481934 8.0 +796.929382074879 5843.509765625 4.5157623291015625 8.0 +796.9498163635872 5840.72705078125 4.515507698059082 8.0 +796.9702504527668 5847.8154296875 4.515973091125488 8.0 +796.99068464218 5843.333984375 4.5159525871276855 8.0 +797.0111189318268 5848.9033203125 4.516487121582031 8.0 +797.031553021814 5846.6943359375 4.516439437866211 8.0 +797.0519872121586 5848.8154296875 4.516658306121826 8.0 +797.0724214027359 5841.48486328125 4.5158538818359375 8.0 +797.0928555937717 5841.47265625 4.515538692474365 8.0 +797.1132897849311 5850.40869140625 4.516672134399414 8.0 +797.1337239765562 5845.51318359375 4.515753746032715 8.0 +797.1541581684069 5843.72265625 4.515915870666504 8.0 +797.1745924604984 5852.24072265625 4.516945838928223 8.0 +797.1950265529376 5849.591796875 4.516574859619141 8.0 +797.2154607457196 5847.35498046875 4.516287803649902 8.0 +797.2358950388589 5848.73876953125 4.516414642333984 8.0 +797.2563292322302 5838.38525390625 4.515125274658203 8.0 +797.2767633259427 5848.97021484375 4.516498565673828 8.0 +797.2971976198969 5852.39111328125 4.516760349273682 8.0 +797.3176318141923 5840.70751953125 4.51584529876709 8.0 +797.3380660088442 5839.11572265625 4.515424728393555 8.0 +797.3585002037289 5845.4228515625 4.515805721282959 8.0 +797.3789343989629 5840.64794921875 4.515091896057129 8.0 +797.3993686944232 5844.453125 4.51589298248291 8.0 +797.4198027902385 5850.06787109375 4.516303539276123 8.0 +797.4402369863965 5849.63427734375 4.516035079956055 8.0 +797.4606712827954 5848.37890625 4.51578950881958 8.0 +797.5015395766386 5849.18701171875 4.5159454345703125 8.0 +797.5219738739615 5847.09619140625 4.515224933624268 8.0 +797.5424079716395 5859.91064453125 4.51711368560791 8.0 +797.5628422695445 5848.328125 4.515842914581299 8.0 +797.5832764678053 5843.833984375 4.515042304992676 8.0 +797.6037105664145 5847.56298828125 4.515344619750977 8.0 +797.6241448652509 5857.859375 4.516572952270508 8.0 +797.644579064443 5851.09326171875 4.515674114227295 8.0 +797.6650131638671 5854.12744140625 4.515707492828369 8.0 +797.7058816637582 5853.60498046875 4.515697002410889 8.0 +797.7263158641144 5860.34130859375 4.516136169433594 8.0 +797.7467500648127 5848.9091796875 4.51485013961792 8.0 +797.7671842658674 5856.0869140625 4.515771389007568 8.0 +797.787618467155 5855.923828125 4.514861583709717 8.0 +797.8080526687845 5855.5849609375 4.516158580780029 8.0 +797.8284868706542 5856.8544921875 4.515737056732178 8.0 +797.848921072873 5857.8212890625 4.51627254486084 8.0 +797.8693552753175 5860.5986328125 4.515814304351807 8.0 +797.8897894781185 5854.43798828125 4.515182971954346 8.0 +797.9102237812695 5859.060546875 4.516191482543945 8.0 +797.9306578846445 5857.94921875 4.5161309242248535 8.0 +797.9510921883775 5859.89111328125 4.515869617462158 8.0 +797.971526392459 5859.5810546875 4.51578426361084 8.0 +798.0123948014298 5859.77783203125 4.515838623046875 8.0 +798.0328290063262 5855.4248046875 4.515705108642578 8.0 +798.0532631115639 5853.3740234375 4.514920234680176 8.0 +798.0736974171596 5860.86376953125 4.515862464904785 8.0 +798.0941316229873 5862.06201171875 4.515559673309326 8.0 +798.1145659290414 5860.0791015625 4.516059398651123 8.0 +798.1350000355669 5856.0322265625 4.515070915222168 8.0 +798.155434242326 5854.81591796875 4.515286922454834 8.0 +798.1758685493114 5853.5498046875 4.514796257019043 8.0 +798.1963026566518 5866.99267578125 4.516486167907715 8.0 +798.2167368643422 5863.59228515625 4.516322135925293 8.0 +798.237171172259 5871.875 4.516813278198242 8.0 +798.2576052805307 5856.4306640625 4.515263557434082 8.0 +798.278039489036 5860.92236328125 4.5151753425598145 8.0 +798.2984737978841 5860.84814453125 4.515832424163818 8.0 +798.3189079070871 5853.55322265625 4.515131950378418 8.0 +798.3393422165245 5853.60546875 4.5146613121032715 8.0 +798.3597763263024 5869.15869140625 4.516311168670654 8.0 +798.3802106363219 5856.7783203125 4.515548229217529 8.0 +798.4006448466826 5866.97509765625 4.516247272491455 8.0 +798.4210790573998 5862.2568359375 4.515490531921387 8.0 +798.441513168349 5861.96630859375 4.514766693115234 8.0 +798.4619474796491 5862.953125 4.515775680541992 8.0 +798.4823816911739 5863.35009765625 4.515430450439453 8.0 +798.5028159030553 5861.29150390625 4.515446662902832 8.0 +798.5232501151622 5861.173828125 4.515518665313721 8.0 +798.5436843276257 5864.71337890625 4.515444278717041 8.0 +798.5641186404391 5861.3046875 4.515137672424316 8.0 +798.5845527534839 5868.0693359375 4.5153703689575195 8.0 +798.6254212804997 5873.634765625 4.515881061553955 8.0 +798.6458553944685 5863.5234375 4.514812469482422 8.0 +798.6662896087946 5871.41943359375 4.516027450561523 8.0 +798.6867239233543 5874.4599609375 4.5157952308654785 8.0 +798.7071580381453 5864.65380859375 4.514908790588379 8.0 +798.74802656877 5885.6953125 4.517536163330078 8.0 +798.7684606846015 5870.43115234375 4.5146260261535645 8.0 +798.7888950006745 5873.00244140625 4.51527738571167 8.0 +798.8093292169797 5870.9033203125 4.515244483947754 8.0 +798.8501976506304 5866.2236328125 4.5142741203308105 8.0 +798.8706318678669 5862.94384765625 4.514674663543701 8.0 +798.8910661854461 5879.576171875 4.515492916107178 8.0 +798.9115003032639 5868.974609375 4.514221668243408 8.0 +798.9319345214317 5873.201171875 4.514918327331543 8.0 +798.9523688398258 5870.49755859375 4.515361309051514 8.0 +798.993237177674 5861.9716796875 4.513057708740234 8.0 +799.0136713969987 5881.89306640625 4.516106605529785 8.0 +799.0545398365939 5874.7177734375 4.515344619750977 8.0 +799.0749740568499 5877.4287109375 4.515315532684326 8.0 +799.1158425981921 5882.38427734375 4.51583194732666 8.0 +799.1362768193794 5879.125 4.515476703643799 8.0 +799.1567109408061 5876.59521484375 4.5150370597839355 8.0 +799.1771452624671 5877.7294921875 4.514989376068115 8.0 +799.1975794844693 5877.193359375 4.5146565437316895 8.0 +799.2180136068273 5879.19140625 4.515588283538818 8.0 +799.2384479294196 5881.07861328125 4.515610694885254 8.0 +799.2588821523532 5877.61279296875 4.514225006103516 8.0 +799.279316475644 5877.73779296875 4.5160112380981445 8.0 +799.2997505991661 5886.3203125 4.516315460205078 8.0 +799.3201848229146 5882.95556640625 4.5149455070495605 8.0 +799.3406191470203 5885.20361328125 4.51557731628418 8.0 +799.3814874961536 5887.40087890625 4.515310287475586 8.0 +799.4019218210742 5883.1123046875 4.515203952789307 8.0 +799.422355946459 5879.72314453125 4.5140380859375 8.0 +799.4427901720701 5881.71044921875 4.513967514038086 8.0 +799.463224497922 5892.0107421875 4.514987945556641 8.0 +799.4836586241145 5887.49365234375 4.51549768447876 8.0 +799.5040929505485 5884.17529296875 4.514566898345947 8.0 +799.524527177331 5884.83349609375 4.515275955200195 8.0 +799.5449614043391 5885.341796875 4.514036178588867 8.0 +799.5653956318201 5889.84033203125 4.51588773727417 8.0 +799.5858298594176 5890.28955078125 4.51482629776001 8.0 +799.606264087357 5886.29541015625 4.51505708694458 8.0 +799.6266983156529 5890.59228515625 4.515331268310547 8.0 +799.6471325441817 5886.77880859375 4.514451026916504 8.0 +799.6675667730524 5887.01025390625 4.514340400695801 8.0 +799.6880010021632 5894.48046875 4.515270709991455 8.0 +799.7084352316233 5889.15380859375 4.514556884765625 8.0 +799.7288694613089 5890.46044921875 4.514717102050781 8.0 +799.7493036913511 5887.248046875 4.514222621917725 8.0 +799.7697379216261 5888.306640625 4.513648986816406 8.0 +799.7901722522438 5894.052734375 4.514516353607178 8.0 +799.8514749458554 5884.43212890625 4.514193058013916 8.0 +799.8719090776431 5896.7626953125 4.514434337615967 8.0 +799.9127776421446 5893.06982421875 4.512894630432129 8.0 +799.9332117748636 5892.0595703125 4.514753341674805 8.0 +799.9536461078169 5891.11572265625 4.513457298278809 8.0 +799.974080340995 5893.49609375 4.514256477355957 8.0 +799.9945144746453 5893.1298828125 4.513619422912598 8.0 +800.0149488084135 5898.525390625 4.514898300170898 8.0 +800.0353830426393 5896.16259765625 4.514451026916504 8.0 +800.0558173769896 5894.7734375 4.514277935028076 8.0 +800.076251511804 5897.8134765625 4.514580726623535 8.0 +800.0966857468447 5894.45458984375 4.514522552490234 8.0 +800.1171200821263 5903.646484375 4.515717029571533 8.0 +800.1375542177557 5901.42236328125 4.514827251434326 8.0 +800.1579884536113 5898.3525390625 4.514486312866211 8.0 +800.1784227898243 5898.23583984375 4.5145344734191895 8.0 +800.1988570263784 5895.2451171875 4.513444423675537 8.0 +800.2192911631719 5893.4345703125 4.513748645782471 8.0 +800.2397255001997 5892.1005859375 4.512844562530518 8.0 +800.260159737576 5909.4755859375 4.514325141906738 8.0 +800.3010282132527 5902.83984375 4.514027118682861 8.0 +800.3214623514432 5902.38720703125 4.513606548309326 8.0 +800.3418966899771 5906.26318359375 4.514317035675049 8.0 +800.3623309288669 5895.38623046875 4.512811660766602 8.0 +800.3827650679887 5897.05615234375 4.512994766235352 8.0 +800.4031994073375 5904.09619140625 4.514671802520752 8.0 +800.4236336470422 5908.53173828125 4.5147271156311035 8.0 +800.4440679870895 5917.14111328125 4.515202522277832 8.0 +800.4645021273755 5906.302734375 4.514177322387695 8.0 +800.4849363680114 5896.4443359375 4.513986587524414 8.0 +800.5053707088737 5901.87109375 4.513570785522461 8.0 +800.5258048499745 5910.6513671875 4.514655590057373 8.0 +800.5462390914254 5903.41845703125 4.51314115524292 8.0 +800.566673433219 5907.9140625 4.513727188110352 8.0 +800.5871075752511 5908.16748046875 4.514323711395264 8.0 +800.6075418176333 5906.92041015625 4.514201641082764 8.0 +800.6279761602418 5898.9052734375 4.513571262359619 8.0 +800.6484103032053 5897.1044921875 4.512558460235596 8.0 +800.6688446464032 5910.8408203125 4.514358043670654 8.0 +800.6892788898258 5906.13720703125 4.513652324676514 8.0 +800.7097130337206 5911.78125 4.514460563659668 8.0 +800.7301473777334 5916.01708984375 4.515120983123779 8.0 +800.7505816220873 5911.48779296875 4.5153350830078125 8.0 +800.7710158667978 5914.65283203125 4.514797687530518 8.0 +800.8118843570264 5917.94580078125 4.515388488769531 8.0 +800.8323187025526 5915.87548828125 4.515324115753174 8.0 +800.85275284831 5912.78857421875 4.514908790588379 8.0 +800.8731870944102 5917.8369140625 4.515147686004639 8.0 +800.893621340867 5904.076171875 4.513199806213379 8.0 +800.9140555875565 5912.06494140625 4.514374732971191 8.0 +800.934489834588 5913.83203125 4.5145583152771 8.0 +800.9549241818604 5915.28857421875 4.5136919021606445 8.0 +800.9753583293641 5919.38330078125 4.513847351074219 8.0 +800.9957925772105 5911.171875 4.513971328735352 8.0 +801.0162269254142 5924.27783203125 4.514452934265137 8.0 +801.0570954225113 5917.6015625 4.514280319213867 8.0 +801.0775296715292 5909.505859375 4.513333797454834 8.0 +801.118398170489 5917.771484375 4.514599323272705 8.0 +801.1388324203217 5925.7060546875 4.516041278839111 8.0 +801.1797009209113 5921.59619140625 4.515211582183838 8.0 +801.2001351716754 5906.3671875 4.512062072753906 8.0 +801.2205695227894 5917.27685546875 4.51453971862793 8.0 +801.2410036740112 5923.04052734375 4.516125679016113 8.0 +801.2614379257066 5924.06787109375 4.514822959899902 8.0 +801.2818722775119 5922.01806640625 4.5149760246276855 8.0 +801.3023064297886 5914.05126953125 4.513942241668701 8.0 +801.3227406821825 5924.74560546875 4.51474666595459 8.0 +801.3431750350428 5922.87255859375 4.513576507568359 8.0 +801.3636091880107 5919.466796875 4.514492034912109 8.0 +801.384043441336 5936.4169921875 4.5147013664245605 8.0 +801.4044777950039 5924.185546875 4.51440954208374 8.0 +801.4249120489112 5925.1796875 4.514174938201904 8.0 +801.4453463031678 5923.166015625 4.51520299911499 8.0 +801.4657805576571 5919.40869140625 4.514082431793213 8.0 +801.486214812372 5930.52001953125 4.514999866485596 8.0 +801.5066490674435 5923.78466796875 4.513011455535889 8.0 +801.5270833228569 5924.4033203125 4.513880729675293 8.0 +801.5679518343968 5923.5625 4.5137619972229 8.0 +801.5883860906324 5929.6123046875 4.515387058258057 8.0 +801.6088204470943 5927.09765625 4.51407527923584 8.0 +801.6496888609545 5931.1953125 4.514507293701172 8.0 +801.670123218355 5935.208984375 4.5152387619018555 8.0 +801.7518601506235 5927.3681640625 4.514464855194092 8.0 +801.772294409413 5930.65185546875 4.515010356903076 8.0 +801.833597287543 5940.47216796875 4.515346527099609 8.0 +801.8949000682333 5946.79052734375 4.515263080596924 8.0 +801.915334329009 5939.193359375 4.5159525871276855 8.0 +801.9357684900169 5936.64892578125 4.515455722808838 8.0 +801.9562028514847 5940.9267578125 4.5151753425598145 8.0 +801.9766371130754 5942.7373046875 4.515054225921631 8.0 +801.9970714750161 5931.45556640625 4.5154242515563965 8.0 +802.0175056372973 5943.08935546875 4.515300750732422 8.0 +802.0379398997029 5940.55615234375 4.514162063598633 8.0 +802.058374262575 5946.16796875 4.515467643737793 8.0 +802.0788085256718 5936.79638671875 4.513945579528809 8.0 +802.099242689008 5934.67138671875 4.514798641204834 8.0 +802.1196770525712 5941.923828125 4.514822959899902 8.0 +802.1401112164895 5944.36083984375 4.515153408050537 8.0 +802.1605454807577 5946.89208984375 4.515824317932129 8.0 +802.1809798452596 5941.60546875 4.5143303871154785 8.0 +802.2014141099862 5941.48291015625 4.514283180236816 8.0 +802.2627168060426 5943.0546875 4.515605926513672 8.0 +802.2831511720578 5945.576171875 4.514975070953369 8.0 +802.3035854381887 5946.435546875 4.51496696472168 8.0 +802.3240196046609 5945.5927734375 4.515145778656006 8.0 +802.344453971491 5942.21923828125 4.5146164894104 8.0 +808.5360293126505 5878.150390625 4.18988561630249 9.0 +808.5564636612035 5878.22607421875 4.190356254577637 9.0 +808.5768980100984 5869.6220703125 4.1905598640441895 9.0 +808.597332359117 5867.1455078125 4.191582202911377 9.0 +808.6177668084856 5870.71337890625 4.192350387573242 9.0 +808.638201158079 5875.72509765625 4.194557189941406 9.0 +808.6586354079118 5878.35791015625 4.193853378295898 9.0 +808.6790698579789 5859.74951171875 4.190784931182861 9.0 +808.6995042083872 5872.16357421875 4.194784164428711 9.0 +808.7199384589185 5873.0234375 4.193302631378174 9.0 +808.7403729098005 5862.78466796875 4.194070339202881 9.0 +808.7608072609073 5873.46142578125 4.194459915161133 9.0 +808.7812415122535 5871.90576171875 4.195645809173584 9.0 +808.8016759638267 5868.14013671875 4.194239616394043 9.0 +808.8221103157557 5866.48388671875 4.193990230560303 9.0 +808.8425447678019 5868.03759765625 4.195401191711426 9.0 +808.8629790201958 5859.24853515625 4.194483757019043 9.0 +808.883413372816 5873.12744140625 4.195385456085205 9.0 +808.9038477256763 5862.0302734375 4.1959967613220215 9.0 +808.9242820788786 5862.40380859375 4.196444511413574 9.0 +808.9447164322046 5864.1806640625 4.196732997894287 9.0 +808.9855851397879 5874.603515625 4.196315765380859 9.0 +809.0060195939222 5861.7138671875 4.19594669342041 9.0 +809.0264538482952 5857.23681640625 4.195746898651123 9.0 +809.0468882028945 5859.755859375 4.197417736053467 9.0 +809.067322657851 5866.30810546875 4.197045803070068 9.0 +809.0877569129225 5848.568359375 4.194228172302246 9.0 +809.108191268344 5854.693359375 4.196370601654053 9.0 +809.1490599798781 5862.2734375 4.19736385345459 9.0 +809.1694943359907 5854.892578125 4.198400497436523 9.0 +809.1899287924607 5854.4306640625 4.196774005889893 9.0 +809.2103631490463 5854.66259765625 4.197619915008545 9.0 +809.2307975059739 5857.7685546875 4.196883678436279 9.0 +809.2512318631416 5853.17138671875 4.197812557220459 9.0 +809.2716662205421 5850.19970703125 4.197066307067871 9.0 +809.2921005781682 5851.9794921875 4.197948932647705 9.0 +809.3125349360344 5843.04150390625 4.1971116065979 9.0 +809.3329692942498 5851.58251953125 4.198109149932861 9.0 +809.3534037526915 5842.10107421875 4.197724342346191 9.0 +809.3738380112554 5841.8486328125 4.197178363800049 9.0 +809.3942724701701 5848.10107421875 4.197871208190918 9.0 +809.4147068293096 5853.21435546875 4.197324275970459 9.0 +809.4351410888048 5853.50390625 4.197314739227295 9.0 +809.455575548418 5852.21875 4.197445392608643 9.0 +809.4760099083724 5851.01171875 4.198370933532715 9.0 +809.4964441684497 5844.06591796875 4.196786880493164 9.0 +809.5168786288777 5846.556640625 4.197869300842285 9.0 +809.5373129895306 5849.857421875 4.198431491851807 9.0 +809.5577472504228 5837.17724609375 4.196990489959717 9.0 +809.5781817115494 5853.70947265625 4.199442386627197 9.0 +809.6190504346087 5835.640625 4.197254180908203 9.0 +809.6394847965494 5850.3115234375 4.199155330657959 9.0 +809.6599190587149 5836.177734375 4.197238922119141 9.0 +809.680353521122 5831.83154296875 4.196950435638428 9.0 +809.7007878837612 5838.048828125 4.1977033615112305 9.0 +809.721222246626 5834.84765625 4.198521614074707 9.0 +809.7416566097309 5827.37353515625 4.19692850112915 9.0 +809.762090973185 5840.3466796875 4.198158264160156 9.0 +809.802959700668 5841.533203125 4.200068473815918 9.0 +809.8233940648206 5834.35205078125 4.197094917297363 9.0 +809.8438285291995 5838.32763671875 4.19927978515625 9.0 +809.8642628938178 5837.56591796875 4.197707176208496 9.0 +809.8846971586681 5835.8544921875 4.1987104415893555 9.0 +809.905131623862 5831.97265625 4.1978960037231445 9.0 +809.9255659891787 5838.92138671875 4.199213981628418 9.0 +809.946000254844 5838.4228515625 4.198364734649658 9.0 +809.9664347207363 5843.30078125 4.19933557510376 9.0 +809.986869086868 5833.34228515625 4.1979217529296875 9.0 +810.0073035532259 5842.49267578125 4.1982808113098145 9.0 +810.0481721866527 5837.5556640625 4.198246955871582 9.0 +810.0890409211206 5828.32373046875 4.198487758636475 9.0 +810.1094752886493 5833.40185546875 4.19897985458374 9.0 +810.1299097565206 5830.8779296875 4.198792457580566 9.0 +810.1503440246306 5818.9833984375 4.198174476623535 9.0 +810.1707783929742 5831.09423828125 4.1982622146606445 9.0 +810.191212861544 5835.30419921875 4.1999335289001465 9.0 +810.2116471303525 5820.85498046875 4.198736667633057 9.0 +810.2320815993953 5821.52587890625 4.19779634475708 9.0 +810.2525158687786 5829.130859375 4.198576927185059 9.0 +810.2729502382863 5832.4677734375 4.199749946594238 9.0 +810.293384708144 5825.73876953125 4.197961330413818 9.0 +810.313818978233 5830.81005859375 4.1981940269470215 9.0 +810.334253348432 5827.7890625 4.198668479919434 9.0 +810.3546878189882 5825.16015625 4.1987199783325195 9.0 +810.3751221897692 5833.7568359375 4.198904037475586 9.0 +810.4159909321606 5826.23046875 4.198894023895264 9.0 +810.4568596754762 5827.47900390625 4.19856071472168 9.0 +810.4772940474286 5823.69189453125 4.198659420013428 9.0 +810.497728419723 5823.23095703125 4.198270320892334 9.0 +810.5181628922583 5828.06640625 4.199008464813232 9.0 +810.5385971649084 5817.61572265625 4.19783353805542 9.0 +810.5590315379013 5817.67529296875 4.198619842529297 9.0 +810.5794660112515 5828.9892578125 4.198329925537109 9.0 +810.5999002847166 5832.2998046875 4.19900369644165 9.0 +810.7429410058248 5825.71875 4.197593688964844 9.0 +810.7633753812697 5833.6328125 4.198881149291992 9.0 +810.7838098569482 5825.35791015625 4.198031425476074 9.0 +810.8042441328507 5817.681640625 4.197581768035889 9.0 +810.8246785089941 5818.8603515625 4.198102951049805 9.0 +810.8451129854802 5812.158203125 4.196974754333496 9.0 +810.8655472620885 5822.1650390625 4.198695182800293 9.0 +810.8859816390468 5822.58740234375 4.198876857757568 9.0 +810.9064160161215 5819.1630859375 4.198773384094238 9.0 +810.9268503935382 5826.63818359375 4.199243068695068 9.0 +810.9472847710786 5825.7578125 4.199477195739746 9.0 +810.9677191489682 5823.380859375 4.199160099029541 9.0 +810.9881535270833 5822.359375 4.199288368225098 9.0 +811.0085880054394 5822.1298828125 4.199112415313721 9.0 +811.0290222840267 5815.7509765625 4.198599338531494 9.0 +811.0494566628404 5825.82958984375 4.199188709259033 9.0 +811.0698911418949 5822.75048828125 4.199628829956055 9.0 +811.0903255211742 5827.65771484375 4.199985027313232 9.0 +811.1107598006929 5822.65380859375 4.199122428894043 9.0 +811.1311942805623 5817.0693359375 4.199195861816406 9.0 +811.1516286605474 5814.146484375 4.198453903198242 9.0 +811.1720629408737 5822.36376953125 4.198901176452637 9.0 +811.1924974213252 5817.85693359375 4.198594093322754 9.0 +811.212931802118 5823.0283203125 4.199352264404297 9.0 +811.2333662831516 5825.1494140625 4.199185371398926 9.0 +811.2538005643 5831.84228515625 4.199982166290283 9.0 +811.2742349457912 5828.087890625 4.19952917098999 9.0 +811.2946694275233 5818.00537109375 4.19984245300293 9.0 +811.3151037094867 5820.6474609375 4.200194835662842 9.0 +811.3355380916764 5818.85791015625 4.199718952178955 9.0 +811.355972574107 5821.001953125 4.1995978355407715 9.0 +811.3764068568853 5821.50048828125 4.198849678039551 9.0 +811.3968413397743 5815.4443359375 4.199495792388916 9.0 +811.4172757229026 5817.37646484375 4.199427604675293 9.0 +811.4377100062629 5818.83447265625 4.20016622543335 9.0 +811.4581444899668 5813.0107421875 4.199388027191162 9.0 +811.4785788737936 5815.94580078125 4.200191020965576 9.0 +811.4990131579689 5813.59423828125 4.200098991394043 9.0 +811.5194476423712 5824.4580078125 4.200949668884277 9.0 +811.5398819268958 5815.7802734375 4.19989538192749 9.0 +811.5603163117703 5819.6708984375 4.200394630432129 9.0 +811.5807507968711 5818.10302734375 4.200116157531738 9.0 +811.6011851820949 5815.8857421875 4.2003254890441895 9.0 +811.621619567668 5820.76318359375 4.20067834854126 9.0 +811.6420539534665 5809.92919921875 4.1991963386535645 9.0 +811.6624883395052 5818.56640625 4.200273513793945 9.0 +811.6829227257767 5819.2041015625 4.200456142425537 9.0 +811.7033571122738 5811.38671875 4.199562072753906 9.0 +811.723791499011 5822.2294921875 4.200833797454834 9.0 +811.7442259859818 5813.08203125 4.200016021728516 9.0 +811.764660273293 5814.13330078125 4.200326442718506 9.0 +811.7850947607294 5819.724609375 4.200336933135986 9.0 +811.8055291483906 5814.9013671875 4.200385570526123 9.0 +811.8259634364076 5816.15380859375 4.200456142425537 9.0 +811.8463979245425 5824.77587890625 4.201164245605469 9.0 +811.8668323129095 5821.87451171875 4.199360370635986 9.0 +811.8872666016177 5816.91748046875 4.199928283691406 9.0 +811.9077010904512 5814.85888671875 4.1996588706970215 9.0 +811.9281354796258 5819.84619140625 4.200521469116211 9.0 +811.9485697689233 5826.646484375 4.201380729675293 9.0 +811.9690042585717 5814.65283203125 4.199944972991943 9.0 +811.989438648452 5821.142578125 4.19999885559082 9.0 +812.0098731384423 5818.74462890625 4.198000907897949 9.0 +812.0303074287876 5815.34228515625 4.199219703674316 9.0 +812.0507418193592 5827.96240234375 4.201582431793213 9.0 +812.071176210171 5823.19873046875 4.2010602951049805 9.0 +812.0916106010991 5816.8017578125 4.200497627258301 9.0 +812.1120449923765 5812.009765625 4.198970794677734 9.0 +812.1324794838802 5811.2578125 4.200240612030029 9.0 +812.1529137756224 5813.9150390625 4.20073127746582 9.0 +812.1733482675918 5807.6337890625 4.197317123413086 9.0 +812.1937825597997 5806.9150390625 4.1973724365234375 9.0 +812.2142169522413 5821.52490234375 4.201080322265625 9.0 +812.2346514449091 5816.90771484375 4.1993608474731445 9.0 +812.2550858378163 5818.38037109375 4.200782775878906 9.0 +812.2755201309556 5815.31982421875 4.20055627822876 9.0 +812.2959546243219 5819.4091796875 4.200923442840576 9.0 +812.3163890179276 5820.130859375 4.201082706451416 9.0 +812.3368233117653 5818.27978515625 4.201015949249268 9.0 +812.3572578058302 5815.60400390625 4.198176383972168 9.0 +812.3776922002507 5820.08544921875 4.201402187347412 9.0 +812.3981266947885 5812.85693359375 4.197789669036865 9.0 +812.4185609895503 5819.294921875 4.198655128479004 9.0 +812.438995384553 5812.5595703125 4.199634075164795 9.0 +812.4594298797892 5828.92333984375 4.200368881225586 9.0 +812.479864175366 5820.51806640625 4.1982622146606445 9.0 +812.5002985710671 5820.0556640625 4.197998523712158 9.0 +812.5207330670019 5822.111328125 4.198214054107666 9.0 +812.541167363277 5831.357421875 4.200393199920654 9.0 +812.5616018596775 5820.95703125 4.198943614959717 9.0 +812.58203625631 5815.79345703125 4.198225021362305 9.0 +812.6024705531672 5824.677734375 4.199971675872803 9.0 +812.6229050503825 5819.73583984375 4.198983669281006 9.0 +812.6433394477135 5824.78564453125 4.202299118041992 9.0 +812.6637737452693 5817.0126953125 4.198163986206055 9.0 +812.6842082431831 5817.24755859375 4.198448181152344 9.0 +812.7046426412126 5816.94921875 4.19858980178833 9.0 +812.7250770394676 5817.58447265625 4.198647499084473 9.0 +812.7659458368071 5818.21484375 4.201889991760254 9.0 +812.786380235877 5816.9111328125 4.198425769805908 9.0 +812.8068146350706 5824.4638671875 4.1992034912109375 9.0 +812.8272490344971 5831.48291015625 4.1997199058532715 9.0 +812.8476834342655 5827.8857421875 4.199383735656738 9.0 +812.8681178341576 5835.3212890625 4.200311183929443 9.0 +812.8885522342825 5834.21630859375 4.200061798095703 9.0 +812.9089867347502 5815.66943359375 4.198270797729492 9.0 +812.92942103534 5825.423828125 4.199374198913574 9.0 +812.9498555361643 5823.24462890625 4.199335098266602 9.0 +812.9702899373297 5826.75634765625 4.199634552001953 9.0 +812.990724238618 5825.12255859375 4.199493408203125 9.0 +813.0111587401334 5821.05078125 4.19918966293335 9.0 +813.0315931420046 5825.92431640625 4.199748516082764 9.0 +813.0520274439914 5826.95166015625 4.199743747711182 9.0 +813.0724619462126 5821.19091796875 4.198685646057129 9.0 +813.0928963486585 5823.017578125 4.199431896209717 9.0 +813.1337651543727 5822.345703125 4.1993584632873535 9.0 +813.1541995575244 5824.00634765625 4.1993794441223145 9.0 +813.1746340609097 5819.953125 4.199560642242432 9.0 +813.1950683646428 5817.74169921875 4.19941520690918 9.0 +813.2155027684857 5823.07861328125 4.199575901031494 9.0 +813.2359372725696 5826.501953125 4.199978828430176 9.0 +813.2563715768774 5830.7119140625 4.20039176940918 9.0 +813.2768059814262 5824.1337890625 4.199573516845703 9.0 +813.2972404862085 5826.8955078125 4.200139045715332 9.0 +813.3176747912221 5832.583984375 4.200470924377441 9.0 +813.3381092964628 5830.98681640625 4.200314044952393 9.0 +813.3585437019428 5825.74609375 4.19982385635376 9.0 +813.3789781076484 5830.072265625 4.200404644012451 9.0 +813.3994125135941 5827.7880859375 4.199977874755859 9.0 +813.4198468197719 5827.6787109375 4.199622631072998 9.0 +813.4402812261833 5836.5634765625 4.2007951736450195 9.0 +813.460715732821 5825.5966796875 4.199716567993164 9.0 +813.481150139698 5823.61376953125 4.199845790863037 9.0 +813.5015844467998 5827.912109375 4.2001566886901855 9.0 +813.5220189541433 5826.40380859375 4.200259208679199 9.0 +813.5424533616024 5829.623046875 4.200323581695557 9.0 +813.5628878694042 5829.39892578125 4.200295925140381 9.0 +813.5833221774446 5830.62841796875 4.2006144523620605 9.0 +813.6446254028415 5835.0869140625 4.201022148132324 9.0 +813.6650598116976 5827.0771484375 4.199758052825928 9.0 +813.6854943208964 5830.69482421875 4.199864387512207 9.0 +813.7263631398891 5838.53515625 4.200839519500732 9.0 +813.7467975496693 5829.9091796875 4.19975471496582 9.0 +813.7672318596888 5835.39892578125 4.200448989868164 9.0 +813.787666370059 5837.0751953125 4.2008442878723145 9.0 +813.8081007805376 5827.90869140625 4.200203895568848 9.0 +813.8285350912556 5832.40625 4.200713634490967 9.0 +813.848969602208 5840.46240234375 4.201344013214111 9.0 +813.8694040133851 5843.05224609375 4.201569557189941 9.0 +813.8898383248015 5838.4501953125 4.201792240142822 9.0 +813.9102728364524 5838.2138671875 4.200562477111816 9.0 +813.930707248328 5834.849609375 4.200335502624512 9.0 +813.9511417604444 5841.0185546875 4.200848579406738 9.0 +813.971576072785 5836.0048828125 4.200920581817627 9.0 +813.9920104853663 5837.94677734375 4.201022148132324 9.0 +814.0124448981805 5830.90869140625 4.200031280517578 9.0 +814.0328793111112 5838.1025390625 4.200866222381592 9.0 +814.0533137243838 5832.072265625 4.200118541717529 9.0 +814.0737481378965 5843.42138671875 4.2011799812316895 9.0 +814.0941825515183 5833.94873046875 4.199915885925293 9.0 +814.1146170654974 5844.3583984375 4.201442241668701 9.0 +814.1350514795922 5843.798828125 4.201050758361816 9.0 +814.1554857940355 5848.46875 4.201410293579102 9.0 +814.1759203085894 5843.96630859375 4.200674057006836 9.0 +814.1963547233827 5845.78564453125 4.201435089111328 9.0 +814.2167890384007 5840.330078125 4.200554370880127 9.0 +814.2372235536604 5848.63671875 4.201583385467529 9.0 +814.278092284876 5846.02880859375 4.2013373374938965 9.0 +814.298526800827 5856.71240234375 4.202188968658447 9.0 +814.3189612170172 5845.5078125 4.201261520385742 9.0 +814.3393957334338 5857.61474609375 4.202611923217773 9.0 +814.3598300500889 5851.67041015625 4.201925277709961 9.0 +814.3802644668613 5858.19775390625 4.202241897583008 9.0 +814.4006989839763 5854.60400390625 4.2023725509643555 9.0 +814.4211333012136 5846.9619140625 4.201244831085205 9.0 +814.4415677188008 5853.50146484375 4.202240467071533 9.0 +814.4620022364979 5853.13427734375 4.2021565437316895 9.0 +814.4824365544337 5851.4970703125 4.202087879180908 9.0 +814.5028710727202 5848.6103515625 4.202383518218994 9.0 +814.54373990975 5849.08837890625 4.20236349105835 9.0 +814.5641743286178 5852.39306640625 4.2020745277404785 9.0 +814.5846087477112 5849.85546875 4.2025322914123535 9.0 +814.6050431670446 5857.67529296875 4.202836036682129 9.0 +814.6254775864945 5854.62890625 4.202310085296631 9.0 +814.6459120062864 5857.314453125 4.203351974487305 9.0 +814.6663464263183 5852.66357421875 4.202118396759033 9.0 +814.6867808464667 5856.51220703125 4.203237533569336 9.0 +814.7072152668406 5853.95947265625 4.203044891357422 9.0 +814.7276496875711 5855.43212890625 4.202729225158691 9.0 +814.748084108418 5857.30029296875 4.203377723693848 9.0 +814.7685185294904 5864.126953125 4.203779697418213 9.0 +814.7889530508037 5860.001953125 4.203256130218506 9.0 +814.8093873723483 5857.2822265625 4.2031450271606445 9.0 +814.8298217941192 5852.64892578125 4.204319953918457 9.0 +814.850256316131 5859.46142578125 4.203564167022705 9.0 +814.8706906382577 5856.0732421875 4.2030134201049805 9.0 +814.8911250607271 5862.39697265625 4.203034400939941 9.0 +814.9115595834373 5863.28369140625 4.203348636627197 9.0 +814.9319939062625 5863.634765625 4.203555107116699 9.0 +814.9524284293148 5866.09228515625 4.204103946685791 9.0 +814.9728628527228 5872.8193359375 4.204150676727295 9.0 +814.9932971762464 5873.08740234375 4.204427242279053 9.0 +815.0137316999972 5870.734375 4.203890800476074 9.0 +815.0341661239872 5865.8779296875 4.2033562660217285 9.0 +815.054600448093 5866.2421875 4.204596519470215 9.0 +815.0750349725422 5868.21337890625 4.204083442687988 9.0 +815.0954693972308 5863.25390625 4.20376443862915 9.0 +815.1159039220292 5873.9306640625 4.205119609832764 9.0 +815.1363382471827 5871.1298828125 4.204729080200195 9.0 +815.1567726724534 5876.9306640625 4.2052507400512695 9.0 +815.1772071979503 5874.45361328125 4.204858303070068 9.0 +815.1976415236859 5873.8603515625 4.204677104949951 9.0 +815.218075949655 5875.9755859375 4.205360412597656 9.0 +815.2385104758505 5876.9619140625 4.205183029174805 9.0 +815.2589449022853 5874.57763671875 4.204409599304199 9.0 +815.2793792289522 5884.52490234375 4.205473899841309 9.0 +815.2998137557297 5879.95703125 4.205056190490723 9.0 +815.3202480828622 5880.322265625 4.205484867095947 9.0 +815.3406826101127 5875.025390625 4.205275535583496 9.0 +815.361117037588 5879.55859375 4.205350875854492 9.0 +815.4019858932515 5877.75537109375 4.205967426300049 9.0 +815.4224203214253 5874.5078125 4.205482482910156 9.0 +815.4428546498384 5878.08056640625 4.205999851226807 9.0 +815.4632891783695 5882.09619140625 4.206176280975342 9.0 +815.4837236072417 5886.82861328125 4.2067060470581055 9.0 +815.5041581362384 5883.4609375 4.20612096786499 9.0 +815.5245924655828 5883.79736328125 4.206597805023193 9.0 +815.5450268950372 5872.525390625 4.205172538757324 9.0 +815.5654614247323 5887.88623046875 4.206625461578369 9.0 +815.5858957546588 5880.02099609375 4.205914497375488 9.0 +815.6267647150889 5882.55322265625 4.205968856811523 9.0 +815.6471990457139 5879.283203125 4.205711364746094 9.0 +815.6676334764488 5889.3994140625 4.20679235458374 9.0 +815.6880680074246 5891.2939453125 4.206648349761963 9.0 +815.7085023386317 5885.08447265625 4.206075668334961 9.0 +815.7289368700658 5887.77685546875 4.206284046173096 9.0 +815.7493713017393 5887.33203125 4.20601749420166 9.0 +815.7698057336456 5886.2421875 4.2059245109558105 9.0 +815.7902401657775 5892.0810546875 4.206568241119385 9.0 +815.8106745980331 5899.60400390625 4.20710563659668 9.0 +815.8311090305215 5894.76318359375 4.206570625305176 9.0 +815.8515434633518 5890.56689453125 4.2062554359436035 9.0 +815.8719778963059 5893.7939453125 4.206428050994873 9.0 +815.8924124294863 5891.3193359375 4.206411361694336 9.0 +815.9128468627896 5893.50390625 4.2061285972595215 9.0 +815.9332811964414 5901.16162109375 4.206978797912598 9.0 +815.9537157303275 5892.23095703125 4.206206798553467 9.0 +815.9741500643213 5894.14892578125 4.205552101135254 9.0 +815.9945844985559 5901.00146484375 4.2066144943237305 9.0 +816.0150190330169 5899.4013671875 4.206456184387207 9.0 +816.0354533677164 5907.61181640625 4.2078776359558105 9.0 +816.0558878026495 5896.70703125 4.206575393676758 9.0 +816.0763223378162 5899.0400390625 4.206892967224121 9.0 +816.0967566730906 5894.24267578125 4.206621170043945 9.0 +816.1171912086065 5895.240234375 4.206533908843994 9.0 +816.1376256444637 5896.30224609375 4.207045555114746 9.0 +816.1580599804438 5889.94384765625 4.206424236297607 9.0 +816.1989289529884 5900.716796875 4.206971645355225 9.0 +816.2193632896597 5906.92822265625 4.207413196563721 9.0 +816.2397978264562 5907.97412109375 4.207063674926758 9.0 +816.2602322635939 5901.8486328125 4.206574440002441 9.0 +816.2806668008561 5907.18310546875 4.207056522369385 9.0 +816.3011011383496 5908.30322265625 4.207701683044434 9.0 +816.3215355759603 5905.630859375 4.207174777984619 9.0 +816.3419701139137 5904.46875 4.207486152648926 9.0 +816.3624044521057 5899.4296875 4.207048416137695 9.0 +816.4032734289503 5908.19287109375 4.207753658294678 9.0 +816.4237078677252 5894.4296875 4.2067742347717285 9.0 +816.4441422067248 5902.48291015625 4.206850528717041 9.0 +816.485011185323 5910.45361328125 4.207457065582275 9.0 +816.5054456249054 5909.99462890625 4.207398891448975 9.0 +816.5258800648444 5900.39990234375 4.2064900398254395 9.0 +816.5463145048998 5915.57861328125 4.208020210266113 9.0 +816.5667489450643 5906.64599609375 4.207082748413086 9.0 +816.5871833855854 5903.5302734375 4.20702600479126 9.0 +816.6689212496422 5910.361328125 4.207838535308838 9.0 +816.6893555912029 5910.541015625 4.207571029663086 9.0 +816.7097900328881 5914.927734375 4.208273410797119 9.0 +816.7302245749161 5907.115234375 4.207395553588867 9.0 +816.7506589170662 5901.212890625 4.207190990447998 9.0 +816.7710933594499 5904.1875 4.207101821899414 9.0 +816.7915279020672 5914.33154296875 4.208243370056152 9.0 +816.8119622449085 5914.2177734375 4.208423137664795 9.0 +816.8528312311828 5903.5224609375 4.207839012145996 9.0 +816.8732655746135 5910.91162109375 4.207704067230225 9.0 +816.8937001182785 5912.92529296875 4.2088446617126465 9.0 +816.9345689062975 5923.25830078125 4.2095627784729 9.0 +816.9550034505446 5928.95849609375 4.2095465660095215 9.0 +816.9754378950165 5914.7685546875 4.207569599151611 9.0 +816.9958723397285 5922.80859375 4.20917272567749 9.0 +817.0163067846734 5919.62841796875 4.2089104652404785 9.0 +817.036741229851 5923.3564453125 4.209002494812012 9.0 +817.057175775255 5919.72216796875 4.2078752517700195 9.0 +817.0980445665336 5927.328125 4.208731174468994 9.0 +817.118479112527 5921.8828125 4.2082600593566895 9.0 +817.1389135587524 5914.51025390625 4.207682132720947 9.0 +817.1593479050935 5917.2275390625 4.208093643188477 9.0 +817.1797824516616 5916.62451171875 4.207765579223633 9.0 +817.2002168985855 5915.7685546875 4.207518100738525 9.0 +817.2206512456178 5924.8544921875 4.207677364349365 9.0 +817.2410857927753 5922.43603515625 4.20803165435791 9.0 +817.2615201402805 5925.98828125 4.208034515380859 9.0 +817.2819546878964 5923.08935546875 4.208065032958984 9.0 +817.3228234838389 5932.3212890625 4.208664417266846 9.0 +817.3432580321532 5917.2744140625 4.207465171813965 9.0 +817.3636924805905 5920.28662109375 4.207472801208496 9.0 +817.3841268293763 5926.107421875 4.208227634429932 9.0 +817.4045613782728 5914.69091796875 4.207481384277344 9.0 +817.4249958274086 5917.0732421875 4.207466125488281 9.0 +817.465864726255 5917.17333984375 4.207549095153809 9.0 +817.4862991759728 5915.48779296875 4.207376003265381 9.0 +817.5067337259243 5916.33447265625 4.206603050231934 9.0 +817.5271680760998 5917.7861328125 4.2075676918029785 9.0 +817.5476025265161 5915.3173828125 4.207355976104736 9.0 +817.5680370770497 5920.10546875 4.2078471183776855 9.0 +817.5884714278072 5931.11328125 4.20827579498291 9.0 +817.6089058788057 5933.05615234375 4.208528995513916 9.0 +817.6293404300377 5924.18310546875 4.208150863647461 9.0 +817.670209333075 5923.28466796875 4.2072062492370605 9.0 +817.6906437848884 5928.9765625 4.208118915557861 9.0 +817.7110782369273 5921.70361328125 4.2069220542907715 9.0 +817.7315126892063 5924.00390625 4.207780838012695 9.0 +817.7519471416017 5927.91015625 4.207980155944824 9.0 +817.7723815942227 5923.2216796875 4.207756042480469 9.0 +817.7928160470838 5925.07177734375 4.206902027130127 9.0 +817.8132505001777 5927.97998046875 4.2077860832214355 9.0 +817.8336850534979 5930.6396484375 4.208307266235352 9.0 +817.8541195069411 5916.80322265625 4.206875801086426 9.0 +817.8745538606163 5926.5205078125 4.208249092102051 9.0 +817.8949884145186 5918.69384765625 4.206892967224121 9.0 +817.9154227686595 5919.25537109375 4.207226753234863 9.0 +817.9358572229175 5928.42333984375 4.207979679107666 9.0 +817.9562917774019 5916.7158203125 4.206435680389404 9.0 +817.9767261321249 5929.18212890625 4.207569122314453 9.0 +818.0175951421479 5921.7333984375 4.206938743591309 9.0 +818.038029497453 5925.365234375 4.20706033706665 9.0 +818.0584640529851 5921.21533203125 4.206481456756592 9.0 +818.0788985087565 5920.2841796875 4.206076622009277 9.0 +818.0993328647601 5932.61962890625 4.207773208618164 9.0 +818.1197674208815 5913.30419921875 4.205938816070557 9.0 +818.1402018772278 5919.90966796875 4.2071380615234375 9.0 +818.1606363338142 5918.21923828125 4.207176685333252 9.0 +818.1810707905097 5910.40869140625 4.206702709197998 9.0 +818.2015052475617 5912.05712890625 4.2067484855651855 9.0 +818.2219397047302 5904.63427734375 4.205896377563477 9.0 +818.242374162015 5916.06005859375 4.206615447998047 9.0 +818.2628086196419 5915.72900390625 4.206807613372803 9.0 +818.2832431773932 5909.4560546875 4.205554485321045 9.0 +818.3036776353692 5914.5068359375 4.206084251403809 9.0 +818.3241119935847 5920.765625 4.206493377685547 9.0 +818.3445465519762 5917.5224609375 4.206550121307373 9.0 +818.3649810105926 5925.171875 4.206643581390381 9.0 +818.3854153693901 5915.10400390625 4.2066240310668945 9.0 +818.405849928422 5911.59375 4.206538200378418 9.0 +818.4262843876204 5911.904296875 4.206657409667969 9.0 +818.4467188470007 5919.724609375 4.2072858810424805 9.0 +818.4671533066139 5915.5732421875 4.206785678863525 9.0 +818.4875877664526 5911.3544921875 4.206075668334961 9.0 +818.5080222264733 5912.17724609375 4.206562042236328 9.0 +818.5284566867267 5920.96484375 4.2068772315979 9.0 +818.5693256077502 5920.59228515625 4.20643424987793 9.0 +818.5897600685857 5911.7099609375 4.205639362335205 9.0 +818.6101944295951 5911.38330078125 4.205773830413818 9.0 +818.6306289908316 5910.31591796875 4.205489635467529 9.0 +818.6510634523074 5906.4033203125 4.204902172088623 9.0 +818.6714980139514 5909.1806640625 4.205631732940674 9.0 +818.6919323757757 5907.62744140625 4.205628395080566 9.0 +818.7123668378335 5911.671875 4.205661296844482 9.0 +818.7328014000595 5902.05810546875 4.204983234405518 9.0 +818.7736702251641 5905.7041015625 4.20512056350708 9.0 +818.7941047879722 5898.3837890625 4.204742431640625 9.0 +818.8145392510196 5904.7890625 4.205502986907959 9.0 +818.8349737142998 5899.70166015625 4.204714298248291 9.0 +818.8554081777474 5903.38623046875 4.204362869262695 9.0 +818.875842641377 5905.8115234375 4.205091953277588 9.0 +818.8962771052393 5903.25341796875 4.204522609710693 9.0 +818.9167115693272 5913.3134765625 4.205860137939453 9.0 +818.9371460335387 5910.7822265625 4.205732345581055 9.0 +818.9575804979831 5901.79150390625 4.203985214233398 9.0 +818.9780149626531 5903.2705078125 4.204803466796875 9.0 +818.998449427505 5901.17529296875 4.204357624053955 9.0 +819.0188839925831 5911.1171875 4.204751491546631 9.0 +819.0393183578417 5898.431640625 4.203908920288086 9.0 +819.0597529232764 5891.5859375 4.203675746917725 9.0 +819.0801872889424 5894.79052734375 4.203366279602051 9.0 +819.1006217547765 5907.06787109375 4.2045464515686035 9.0 +819.1414906870923 5898.35009765625 4.204409122467041 9.0 +819.1619251535158 5892.13525390625 4.203098773956299 9.0 +819.1823597201728 5892.53076171875 4.203550815582275 9.0 +819.202794087003 5895.08837890625 4.203525543212891 9.0 +819.2232286540602 5887.7392578125 4.202676296234131 9.0 +819.2845320564084 5905.52490234375 4.204451560974121 9.0 +819.304966524287 5901.39404296875 4.203793048858643 9.0 +819.3254008922813 5895.55908203125 4.203653812408447 9.0 +819.3458354605609 5896.486328125 4.203641414642334 9.0 +819.3662699289634 5896.88330078125 4.203493118286133 9.0 +819.3867043975915 5888.56005859375 4.202682018280029 9.0 +819.4071388664597 5892.2802734375 4.203306198120117 9.0 +819.4275733355025 5892.6318359375 4.203027248382568 9.0 +819.4480079047134 5891.22265625 4.202897071838379 9.0 +819.4684423741055 5894.97021484375 4.203092098236084 9.0 +819.4888767437296 5885.21533203125 4.203132629394531 9.0 +819.5093113135808 5892.05078125 4.203567028045654 9.0 +819.5297457836132 5882.47265625 4.202737331390381 9.0 +819.5501801538194 5889.8427734375 4.203306198120117 9.0 +819.5706147242527 5882.27197265625 4.20251989364624 9.0 +819.6114837656496 5889.009765625 4.202951431274414 9.0 +819.6319181366125 5888.6318359375 4.20220947265625 9.0 +819.6523526078672 5895.01708984375 4.20310115814209 9.0 +819.6727871792391 5891.0595703125 4.202917575836182 9.0 +819.693221550835 5877.9814453125 4.201935768127441 9.0 +819.7136560226136 5884.62060546875 4.20188045501709 9.0 +819.734090494625 5887.77294921875 4.203013896942139 9.0 +819.7749594391644 5886.255859375 4.20240592956543 9.0 +819.7953939116996 5890.43212890625 4.203112602233887 9.0 +819.8158283844605 5879.9228515625 4.2014384269714355 9.0 +819.8362629574622 5884.3662109375 4.201594829559326 9.0 +819.856697330637 5888.05029296875 4.201785564422607 9.0 +819.8771318039799 5880.1982421875 4.201166152954102 9.0 +819.8975663775054 5890.013671875 4.20202112197876 9.0 +819.9180007512623 5884.17578125 4.2016072273254395 9.0 +819.9384352251873 5880.58447265625 4.20173978805542 9.0 +820.0201732228888 5879.75439453125 4.201100826263428 9.0 +820.0406076978106 5874.6142578125 4.200484752655029 9.0 +820.0610421728998 5864.595703125 4.199792861938477 9.0 +820.081476648229 5879.61767578125 4.200883388519287 9.0 +820.1019111237256 5863.744140625 4.199663162231445 9.0 +820.1223455994041 5882.513671875 4.201373100280762 9.0 +820.1427800753154 5867.22314453125 4.199718952178955 9.0 +820.1632145513431 5870.74755859375 4.20002555847168 9.0 +820.1836491276554 5876.119140625 4.200801372528076 9.0 +820.2245180807513 5887.8984375 4.201362609863281 9.0 +820.2449525575939 5870.94775390625 4.19944953918457 9.0 +820.2653869346686 5872.7626953125 4.200085163116455 9.0 +820.2858215119122 5876.1220703125 4.199772834777832 9.0 +820.3062559893369 5877.10888671875 4.200448036193848 9.0 +820.3266903669355 5870.37353515625 4.199692726135254 9.0 +820.3471249447612 5864.80517578125 4.199090480804443 9.0 +820.367559422768 5867.10595703125 4.199462413787842 9.0 +820.3879938009486 5867.7587890625 4.199357032775879 9.0 +820.4084283793563 5867.70166015625 4.1988420486450195 9.0 +820.4288627579444 5873.02734375 4.1995625495910645 9.0 +820.4492973367087 5875.02978515625 4.199707984924316 9.0 +820.4697318156977 5866.7060546875 4.198995590209961 9.0 +820.4901661948679 5866.85791015625 4.199062347412109 9.0 +820.5106007742143 5866.92529296875 4.1989898681640625 9.0 +820.5310352537854 5863.1240234375 4.19869327545166 9.0 +820.5514697335384 5862.609375 4.198511600494385 9.0 +820.5719042134078 5852.67041015625 4.1976704597473145 9.0 +820.592338693561 5857.47412109375 4.197900295257568 9.0 +820.6127732738969 5859.83984375 4.198210716247559 9.0 +820.6332076544059 5855.48828125 4.198070526123047 9.0 +820.6536421350829 5851.94580078125 4.197505950927734 9.0 +820.6740767159426 5856.66455078125 4.197391033172607 9.0 +820.6945111970344 5857.4541015625 4.198160648345947 9.0 +820.7149455782928 5855.0703125 4.196734428405762 9.0 +820.7353801597346 5861.85205078125 4.197961807250977 9.0 +820.7558146414085 5860.23876953125 4.197803974151611 9.0 +820.776249023249 5863.400390625 4.198071002960205 9.0 +820.7966836052728 5851.2421875 4.19681978225708 9.0 +820.8171180874706 5860.1904296875 4.197125434875488 9.0 +820.8375526698946 5862.7373046875 4.196891784667969 9.0 +820.8579870524991 5851.1318359375 4.196467876434326 9.0 +820.898856118285 5849.1123046875 4.195799827575684 9.0 +820.9192905014133 5858.51416015625 4.197340965270996 9.0 +820.9601595683635 5854.22412109375 4.196533203125 9.0 +820.9805939520738 5850.19140625 4.196463108062744 9.0 +821.0010285360186 5843.990234375 4.19558572769165 9.0 +821.0214629201291 5850.921875 4.196986675262451 9.0 +821.0418974044223 5841.8291015625 4.1955366134643555 9.0 +821.0623319888837 5849.7333984375 4.195465087890625 9.0 +821.0827663735836 5846.2841796875 4.195619106292725 9.0 +821.1032008584589 5856.86767578125 4.196795463562012 9.0 +821.1236354435096 5852.53369140625 4.196603298187256 9.0 +821.1440698287843 5846.0380859375 4.195870876312256 9.0 +821.1645043141834 5847.6435546875 4.195459365844727 9.0 +821.1849388998089 5847.62451171875 4.195163726806641 9.0 +821.2053732856148 5840.94482421875 4.194954872131348 9.0 +821.246242357869 5844.50048828125 4.195384502410889 9.0 +821.2666768441923 5848.72802734375 4.1959123611450195 9.0 +821.2871113307556 5857.501953125 4.197223663330078 9.0 +821.3075458175445 5846.47705078125 4.195528507232666 9.0 +821.327980304457 5841.578125 4.195021629333496 9.0 +821.3484148916032 5848.12060546875 4.195767402648926 9.0 +821.3688492789224 5844.08203125 4.195042133331299 9.0 +821.3892838664106 5843.61669921875 4.194821357727051 9.0 +821.4097183540798 5844.55126953125 4.195107936859131 9.0 +821.4301527419739 5840.423828125 4.19436502456665 9.0 +821.4505873299931 5843.974609375 4.1942138671875 9.0 +821.4914562067279 5845.99853515625 4.195231914520264 9.0 +821.511890795322 5845.75048828125 4.19495153427124 9.0 +821.5323252841554 5837.13818359375 4.194308280944824 9.0 +821.5527596730972 5841.43701171875 4.194460391998291 9.0 +821.5731942622806 5847.17724609375 4.194727420806885 9.0 +821.5936287516961 5835.37255859375 4.19365119934082 9.0 +821.6140633412215 5834.03759765625 4.193138599395752 9.0 +821.6344977309273 5829.87548828125 4.193868160247803 9.0 +821.6549322208666 5824.4560546875 4.193727016448975 9.0 +821.6958012012619 5827.6044921875 4.193556308746338 9.0 +821.7162356917252 5839.265625 4.19413423538208 9.0 +821.736670182414 5841.236328125 4.194697856903076 9.0 +821.7571046732846 5849.22705078125 4.194758415222168 9.0 +821.7775392642725 5833.77099609375 4.193356513977051 9.0 +821.7979736554844 5834.96240234375 4.19324254989624 9.0 +821.8184081468789 5838.55712890625 4.193163871765137 9.0 +821.8388427385071 5831.14990234375 4.193454742431641 9.0 +821.8592772302436 5829.90673828125 4.192664623260498 9.0 +821.8797116222195 5826.3955078125 4.192737102508545 9.0 +821.9001462143642 5831.00439453125 4.192502975463867 9.0 +821.9205807066901 5825.53662109375 4.192794322967529 9.0 +821.9410150991898 5836.8056640625 4.193408966064453 9.0 +821.9818841847664 5829.6982421875 4.193274021148682 9.0 +822.0023186777908 5831.38671875 4.192997932434082 9.0 +822.0227531710407 5825.3173828125 4.192387580871582 9.0 +822.0431876644725 5833.80078125 4.193861484527588 9.0 +822.0636222580797 5819.62353515625 4.192410469055176 9.0 +822.0840566519182 5831.34814453125 4.193184852600098 9.0 +822.1044911458666 5836.05322265625 4.193484306335449 9.0 +822.1453601343528 5829.3203125 4.192069053649902 9.0 +822.1657946288906 5827.61767578125 4.191871166229248 9.0 +822.1862292236037 5824.7958984375 4.191997528076172 9.0 +822.20666361849 5829.71875 4.191873550415039 9.0 +822.2270982135451 5827.77294921875 4.191925525665283 9.0 +822.2475327088396 5827.8154296875 4.192060470581055 9.0 +822.2679671042424 5828.9365234375 4.192143440246582 9.0 +822.2884016998869 5835.2490234375 4.1927618980407715 9.0 +822.3088361957052 5832.18798828125 4.191243648529053 9.0 +822.3292705916392 5816.98876953125 4.190657615661621 9.0 +822.3497051878003 5820.5595703125 4.190568923950195 9.0 +822.3701395841999 5820.99462890625 4.190825462341309 9.0 +822.3905741807102 5814.5751953125 4.190657138824463 9.0 +822.4110086774017 5818.2939453125 4.1911234855651855 9.0 +822.431443174326 5812.5576171875 4.190647602081299 9.0 +822.4518776713594 5816.220703125 4.190670013427734 9.0 +822.4723121686329 5818.90966796875 4.190853595733643 9.0 +822.4927466660811 5816.87939453125 4.190745830535889 9.0 +822.5131811636384 5821.47509765625 4.191072940826416 9.0 +822.533615661494 5822.3291015625 4.1905903816223145 9.0 +822.5949191559266 5822.49951171875 4.190432548522949 9.0 +822.6357882531447 5814.78125 4.190749645233154 9.0 +822.6562226520473 5817.31787109375 4.190701007843018 9.0 +822.676657251126 5821.98046875 4.190941333770752 9.0 +822.6970917503131 5819.54638671875 4.190368175506592 9.0 +822.7175261497396 5818.00830078125 4.1908464431762695 9.0 +822.7379607493422 5822.84765625 4.191665172576904 9.0 +822.7583952491113 5823.79638671875 4.19141149520874 9.0 +822.7788298490632 5817.2412109375 4.190598964691162 9.0 +822.7992642491881 5811.32666015625 4.1901774406433105 9.0 +822.8196987495394 5815.0771484375 4.1907830238342285 9.0 +822.8401333500151 5809.87255859375 4.190173625946045 9.0 +822.8605677507221 5821.0693359375 4.191228866577148 9.0 +822.881002251539 5812.4384765625 4.189806938171387 9.0 +822.901436752596 5806.65185546875 4.190676689147949 9.0 +822.9218712537695 5813.07763671875 4.191105365753174 9.0 +822.9423057551685 5810.3994140625 4.18977165222168 9.0 +822.9627402567494 5815.2998046875 4.190005302429199 9.0 +822.9831747584467 5810.1123046875 4.189824104309082 9.0 +823.0036093604285 5812.64453125 4.1901750564575195 9.0 +823.0240437624743 5808.908203125 4.189360618591309 9.0 +823.0649128672012 5817.55615234375 4.190042495727539 9.0 +823.085347369888 5808.7001953125 4.190163612365723 9.0 +823.1057817726905 5811.0859375 4.190671920776367 9.0 +823.1262163756619 5805.7734375 4.190030097961426 9.0 +823.1466508788144 5808.88720703125 4.1902875900268555 9.0 +823.1670853821997 5807.818359375 4.190341472625732 9.0 +823.1875198856942 5807.259765625 4.18961238861084 9.0 +823.2079543893706 5809.83837890625 4.190429210662842 9.0 +823.2283889932733 5810.25732421875 4.190651893615723 9.0 +823.2488233972981 5794.986328125 4.188786506652832 9.0 +823.2692579015566 5809.162109375 4.190176010131836 9.0 +823.2896925059249 5803.6845703125 4.189865589141846 9.0 +823.3305614152559 5803.43408203125 4.189742565155029 9.0 +823.3714304253372 5807.98095703125 4.189205646514893 9.0 +823.3918650306441 5806.76318359375 4.188992977142334 9.0 +823.4122995360594 5808.3408203125 4.189517974853516 9.0 +823.4327339417141 5802.8916015625 4.189053535461426 9.0 +823.4736030534841 5815.6123046875 4.189554691314697 9.0 +823.4940374596626 5805.9013671875 4.188643455505371 9.0 +823.5144720660173 5813.984375 4.18971061706543 9.0 +823.5349065725386 5811.26806640625 4.188663959503174 9.0 +823.5553410792418 5811.43408203125 4.189019203186035 9.0 +823.5757755860614 5814.45166015625 4.189975738525391 9.0 +823.5962100931065 5815.90966796875 4.190080642700195 9.0 +823.6166446003335 5816.849609375 4.189845561981201 9.0 +823.6370791077352 5800.25146484375 4.1886186599731445 9.0 +823.657513615246 5806.92333984375 4.189001083374023 9.0 +823.6779481229969 5804.21044921875 4.18876314163208 9.0 +823.6983826309224 5807.95458984375 4.190237522125244 9.0 +823.7188171390153 5804.5146484375 4.190262317657471 9.0 +823.7392517472908 5801.1171875 4.188877582550049 9.0 +823.7801207642988 5797.8603515625 4.188804626464844 9.0 +823.8209896820699 5805.2470703125 4.189028739929199 9.0 +823.8414242911531 5809.0361328125 4.18772029876709 9.0 +823.8618588004756 5803.1923828125 4.188161373138428 9.0 +823.882293209972 5800.71533203125 4.187731742858887 9.0 +823.902727819579 5803.56005859375 4.188612937927246 9.0 +823.9435969394399 5803.68994140625 4.188591480255127 9.0 +823.9640313495765 5798.228515625 4.188473224639893 9.0 +823.9844658599468 5792.298828125 4.187788963317871 9.0 +824.0049004704342 5800.208984375 4.188824653625488 9.0 +824.0253348811457 5796.69091796875 4.188148498535156 9.0 +824.0457693919816 5800.94921875 4.189293384552002 9.0 +824.0662040029856 5801.15625 4.188913345336914 9.0 +824.0866384142282 5799.63330078125 4.188701152801514 9.0 +824.107072925588 5801.861328125 4.188840866088867 9.0 +824.1275075371232 5813.97998046875 4.189520359039307 9.0 +824.1479419488242 5803.5830078125 4.188630104064941 9.0 +824.1683765607086 5805.91357421875 4.188082695007324 9.0 +824.1888109727661 5801.35400390625 4.189033508300781 9.0 +824.2092455849925 5800.19873046875 4.18823766708374 9.0 +824.2296800974 5796.138671875 4.1876301765441895 9.0 +824.2501145099814 5796.77197265625 4.187524795532227 9.0 +824.2705490227308 5802.56982421875 4.187962532043457 9.0 +824.290983635663 5803.81005859375 4.188786506652832 9.0 +824.3114181487617 5798.3720703125 4.188554286956787 9.0 +824.3318526619842 5802.5634765625 4.18898344039917 9.0 +824.3522871754394 5808.556640625 4.1892595291137695 9.0 +824.3727216890038 5797.85009765625 4.188558578491211 9.0 +824.3931562028083 5794.318359375 4.188005447387695 9.0 +824.4135907167292 5804.83447265625 4.189512252807617 9.0 +824.4544598451466 5813.00146484375 4.189889907836914 9.0 +824.4748942595907 5804.81298828125 4.189090728759766 9.0 +824.4953287742028 5805.47607421875 4.188742637634277 9.0 +824.5157633889976 5800.578125 4.188182353973389 9.0 +824.5975013498537 5795.6396484375 4.187432289123535 9.0 +824.6179359654561 5784.34228515625 4.1867852210998535 9.0 +824.6588048972553 5787.12353515625 4.1871418952941895 9.0 +824.6792395133816 5788.43603515625 4.187955856323242 9.0 +824.699674029689 5793.0546875 4.187045574188232 9.0 +824.7201086461719 5803.6513671875 4.188272476196289 9.0 +824.7405430628205 5797.52880859375 4.187605857849121 9.0 +824.7609775796518 5793.66064453125 4.18686056137085 9.0 +824.7814121966512 5802.85888671875 4.187601089477539 9.0 +824.8018466137728 5809.74609375 4.188663959503174 9.0 +824.822281131128 5809.2353515625 4.189213752746582 9.0 +824.8427156485996 5800.3955078125 4.187992572784424 9.0 +824.8631501662385 5794.77392578125 4.187600612640381 9.0 +824.8835846840593 5789.97607421875 4.187307834625244 9.0 +824.9040192020548 5789.349609375 4.1873674392700195 9.0 +824.9244537202176 5792.8125 4.187231540679932 9.0 +824.944888338563 5796.458984375 4.188028812408447 9.0 +824.9653228570241 5804.44384765625 4.188328742980957 9.0 +824.9857572757101 5799.44970703125 4.188246726989746 9.0 +825.0061918945212 5799.392578125 4.188106060028076 9.0 +825.0266264134989 5792.87646484375 4.187137603759766 9.0 +825.0470608327159 5803.3662109375 4.1870245933532715 9.0 +825.0674954520509 5792.90771484375 4.186924934387207 9.0 +825.0879299715016 5790.87451171875 4.186911106109619 9.0 +825.1083645911785 5797.1845703125 4.187137603759766 9.0 +825.1287990109777 5799.71435546875 4.18697452545166 9.0 +825.1492335310031 5795.8232421875 4.1869964599609375 9.0 +825.169668151153 5793.07080078125 4.187051296234131 9.0 +825.190102571476 5796.8544921875 4.1871137619018555 9.0 +825.2105370919744 5799.00390625 4.187219142913818 9.0 +825.2514061334878 5796.92724609375 4.187583923339844 9.0 +825.2718406544445 5794.2626953125 4.186880111694336 9.0 +825.292275275584 5791.01171875 4.186348915100098 9.0 +825.3127096968965 5797.3125 4.187426567077637 9.0 +825.3331443183779 5797.56640625 4.187270641326904 9.0 +825.3740133618776 5799.294921875 4.187785625457764 9.0 +825.3944478838239 5789.19677734375 4.1867547035217285 9.0 +825.4148824060103 5791.97998046875 4.186825752258301 9.0 +825.4353169283131 5794.27587890625 4.1867852210998535 9.0 +825.4557514507833 5799.16015625 4.187472343444824 9.0 +825.4761859733771 5794.455078125 4.18705940246582 9.0 +825.5170550191397 5795.2783203125 4.185929298400879 9.0 +825.5374895423156 5790.64013671875 4.186097145080566 9.0 +825.598793112651 5798.306640625 4.187886714935303 9.0 +825.6396621603926 5793.9794921875 4.1872076988220215 9.0 +825.6600966844999 5786.23779296875 4.186254024505615 9.0 +825.6805313087825 5790.54833984375 4.187047004699707 9.0 +825.700965733231 5797.7255859375 4.187446117401123 9.0 +825.7214003578047 5800.0712890625 4.1879472732543945 9.0 +825.7418348826104 5798.8935546875 4.187515735626221 9.0 +825.7622693075245 5795.61474609375 4.1872477531433105 9.0 +825.7827039326221 5788.73193359375 4.18610954284668 9.0 +825.8235728832733 5790.89013671875 4.187219142913818 9.0 +825.8440075088365 5795.7890625 4.186973571777344 9.0 +825.8644420345736 5795.83447265625 4.186452865600586 9.0 +825.8848764604772 5801.427734375 4.187790393829346 9.0 +825.9053110865643 5799.65380859375 4.187028408050537 9.0 +825.9257456127671 5801.6669921875 4.186971187591553 9.0 +825.9461802391379 5793.19873046875 4.186557769775391 9.0 +825.9666146656891 5803.26611328125 4.187612533569336 9.0 +825.9870491924157 5787.9013671875 4.186559677124023 9.0 +826.0074838192522 5798.955078125 4.187868118286133 9.0 +826.0279182463273 5797.17529296875 4.18699312210083 9.0 +826.0483527734614 5796.7294921875 4.189024448394775 9.0 +826.0687874008217 5800.5693359375 4.187554836273193 9.0 +826.0892218283625 5809.33154296875 4.188414573669434 9.0 +826.1096564560139 5802.568359375 4.1874189376831055 9.0 +826.1300909838465 5801.1171875 4.187446117401123 9.0 +826.1505254118529 5800.12646484375 4.18719482421875 9.0 +826.1709600400354 5790.39208984375 4.18626594543457 9.0 +826.1913945683264 5802.9755859375 4.188045978546143 9.0 +826.2118289967984 5798.34033203125 4.187586307525635 9.0 +826.2322636254394 5794.25927734375 4.187195777893066 9.0 +826.2526981542032 5794.6064453125 4.187263488769531 9.0 +826.2731325831992 5802.05224609375 4.187920093536377 9.0 +826.2935672123131 5804.01123046875 4.188116550445557 9.0 +826.3140017415935 5794.1943359375 4.186524868011475 9.0 +826.3344363709984 5806.81884765625 4.1878180503845215 9.0 +826.3548708006274 5808.04052734375 4.188163757324219 9.0 +826.3753053303808 5805.54833984375 4.1877241134643555 9.0 +826.3957399603096 5806.94482421875 4.18739652633667 9.0 +826.4161743903533 5806.26513671875 4.1879754066467285 9.0 +826.436608920565 5805.767578125 4.1879706382751465 9.0 +826.4570435509595 5807.6337890625 4.1875224113464355 9.0 +826.4774779815198 5803.5634765625 4.18731689453125 9.0 +826.4979126122635 5809.826171875 4.188113689422607 9.0 +826.5183471431228 5801.18359375 4.187272071838379 9.0 +826.5387815740978 5811.3720703125 4.1882500648498535 9.0 +826.5592162052999 5808.66796875 4.187880516052246 9.0 +826.5796507366249 5816.38525390625 4.188624858856201 9.0 +826.6000852681173 5806.66796875 4.187066078186035 9.0 +826.6205197997915 5803.4013671875 4.186903476715088 9.0 +826.6409543315822 5804.86083984375 4.187460422515869 9.0 +826.6613888635402 5801.45751953125 4.187326908111572 9.0 +826.6818233956801 5807.26171875 4.187889575958252 9.0 +826.7022579279947 5796.83203125 4.186172962188721 9.0 +826.7226925604191 5811.50732421875 4.186465263366699 9.0 +826.7431269930239 5810.77880859375 4.1876540184021 9.0 +826.7635615258041 5812.8974609375 4.187349319458008 9.0 +826.7839961586942 5802.66552734375 4.186678886413574 9.0 +826.8044305917647 5800.27490234375 4.186167240142822 9.0 +826.8248651250105 5806.546875 4.1875104904174805 9.0 +826.8452997583663 5810.705078125 4.1878252029418945 9.0 +826.8657341919607 5815.30712890625 4.1876444816589355 9.0 +826.886168725614 5808.92822265625 4.187467098236084 9.0 +826.9066033594936 5810.17626953125 4.186865329742432 9.0 +826.9270377934954 5812.81494140625 4.18746280670166 9.0 +826.9474724276733 5809.00732421875 4.18695068359375 9.0 +826.9679069619597 5799.44970703125 4.186604976654053 9.0 +826.9883413964853 5815.69140625 4.188326835632324 9.0 +827.0087760310707 5810.5302734375 4.1879563331604 9.0 +827.0292105658809 5813.11962890625 4.188506603240967 9.0 +827.049645000814 5811.8974609375 4.187675952911377 9.0 +827.070079635916 5812.494140625 4.188493251800537 9.0 +827.0905141711992 5820.212890625 4.1889519691467285 9.0 +827.1109488065995 5820.2607421875 4.188454627990723 9.0 +827.1313832421729 5820.4619140625 4.187784671783447 9.0 +827.1518177779144 5819.5283203125 4.188096046447754 9.0 +827.1722524137804 5832.64453125 4.189742088317871 9.0 +827.192686849754 5821.3232421875 4.188065052032471 9.0 +827.2131213859684 5816.57958984375 4.187535285949707 9.0 +827.2335560223 5838.4326171875 4.190635681152344 9.0 +827.2744249954194 5833.19580078125 4.190040111541748 9.0 +827.2948596322749 5832.029296875 4.190031051635742 9.0 +827.3152941691806 5821.6806640625 4.188854694366455 9.0 +827.3357287063263 5827.62353515625 4.189413547515869 9.0 +827.3561632435885 5822.080078125 4.1886420249938965 9.0 +827.3765977810181 5819.44189453125 4.188953876495361 9.0 +827.3970323185713 5823.36572265625 4.188763618469238 9.0 +827.4174668562991 5823.087890625 4.188390254974365 9.0 +827.4379012941354 5818.60009765625 4.188203811645508 9.0 +827.4583359322132 5824.4365234375 4.1889495849609375 9.0 +827.4787704704067 5819.92236328125 4.188733100891113 9.0 +827.4992051087102 5828.85205078125 4.189196586608887 9.0 +827.519639547194 5826.6484375 4.189361095428467 9.0 +827.5400740858531 5839.265625 4.190064430236816 9.0 +827.5605087246222 5839.68603515625 4.19234037399292 9.0 +827.5809431635716 5838.265625 4.189638137817383 9.0 +827.6013777026965 5826.3896484375 4.188530445098877 9.0 +827.6218123419312 5826.16796875 4.189148426055908 9.0 +827.6422467813463 5834.8583984375 4.189281940460205 9.0 +827.6626813208786 5824.71923828125 4.188631534576416 9.0 +827.683115960579 5840.9140625 4.1902289390563965 9.0 +827.7035504004598 5837.21533203125 4.1904730796813965 9.0 +827.7239850404585 5830.8447265625 4.1896443367004395 9.0 +827.7648541209128 5830.99951171875 4.189931869506836 9.0 +827.7852886613764 5831.19970703125 4.189908027648926 9.0 +827.826157742762 5830.1748046875 4.190082550048828 9.0 +827.8670268247879 5832.96484375 4.190523147583008 9.0 +827.8874613660082 5843.158203125 4.191195487976074 9.0 +827.9487650905357 5840.78857421875 4.1912102699279785 9.0 +827.9691996323963 5838.64501953125 4.190685749053955 9.0 +827.9896340743653 5842.27880859375 4.191089630126953 9.0 +828.0100687164595 5838.74658203125 4.190768718719482 9.0 +828.0305031587268 5849.58203125 4.191496849060059 9.0 +828.0509377011622 5852.82373046875 4.192039966583252 9.0 +828.071372343722 5845.8564453125 4.191163063049316 9.0 +828.091806786455 5849.31396484375 4.191497325897217 9.0 +828.1122414292986 5855.26123046875 4.191752910614014 9.0 +828.1326759723233 5844.68701171875 4.190703868865967 9.0 +828.153110415522 5851.951171875 4.191694259643555 9.0 +828.1735450588312 5846.98095703125 4.191884994506836 9.0 +828.1939796022634 5841.1533203125 4.1913323402404785 9.0 +828.2144140459277 5845.45458984375 4.191676616668701 9.0 +828.2348486896444 5853.3076171875 4.192817687988281 9.0 +828.2552832336005 5843.794921875 4.191559314727783 9.0 +828.275717677614 5848.697265625 4.1917266845703125 9.0 +828.2961523218546 5847.4365234375 4.191178798675537 9.0 +828.3370215106916 5859.53662109375 4.192936420440674 9.0 +828.3574559553454 5848.5107421875 4.191554069519043 9.0 +828.3778905001745 5849.1103515625 4.191825866699219 9.0 +828.3983251451136 5850.01171875 4.192152976989746 9.0 +828.4187595902331 5844.2763671875 4.191717147827148 9.0 +828.4391941354697 5851.5966796875 4.192228317260742 9.0 +828.4596287808163 5853.29443359375 4.1924333572387695 9.0 +828.480063326344 5858.73681640625 4.19301700592041 9.0 +828.5004978720463 5858.927734375 4.192718982696533 9.0 +828.5209324179159 5856.7890625 4.192708969116211 9.0 +828.5822360562961 5849.80224609375 4.192663192749023 9.0 +828.6026706026969 5853.8935546875 4.193154335021973 9.0 +828.6231052492731 5852.90673828125 4.192818641662598 9.0 +828.6639742428233 5855.939453125 4.192886829376221 9.0 +828.6844087898644 5856.3466796875 4.192801475524902 9.0 +828.7048433370146 5858.2880859375 4.193164825439453 9.0 +828.7252779842893 5857.6943359375 4.19188928604126 9.0 +828.745712431737 5858.97509765625 4.19267463684082 9.0 +828.7661469792947 5862.46337890625 4.193217754364014 9.0 +828.7865816270933 5863.5 4.193398952484131 9.0 +828.8070160749485 5869.48046875 4.194037437438965 9.0 +828.8274506229718 5860.3037109375 4.192549228668213 9.0 +828.8478852711778 5861.341796875 4.192766189575195 9.0 +828.8683197194405 5868.91796875 4.193367958068848 9.0 +828.8887542679295 5875.89208984375 4.194111347198486 9.0 +828.9091889165429 5874.09033203125 4.193750858306885 9.0 +828.9296233652713 5868.83203125 4.193230628967285 9.0 +828.9500580141685 5875.71240234375 4.193430423736572 9.0 +828.9704925631886 5877.85400390625 4.1942644119262695 9.0 +828.9909271123834 5869.71044921875 4.193544864654541 9.0 +829.0113616617455 5880.166015625 4.19471549987793 9.0 +829.0317962111731 5886.52001953125 4.195332050323486 9.0 +829.0522307608335 5879.955078125 4.194403648376465 9.0 +829.072665310603 5880.19873046875 4.194665431976318 9.0 +829.0930998604963 5873.50390625 4.193869590759277 9.0 +829.1135345104994 5879.25048828125 4.1949849128723145 9.0 +829.133969060742 5877.265625 4.194250106811523 9.0 +829.1544035110419 5885.80859375 4.19473934173584 9.0 +829.174838161518 5883.59228515625 4.19486665725708 9.0 +829.1952727121607 5889.7197265625 4.195164203643799 9.0 +829.2157071629263 5882.97265625 4.194515705108643 9.0 +829.2565763649181 5882.96728515625 4.194411277770996 9.0 +829.2770108160912 5885.11474609375 4.194908142089844 9.0 +829.2974454674404 5883.93798828125 4.194625377655029 9.0 +829.317880018898 5881.2021484375 4.194173336029053 9.0 +829.3383145705375 5885.419921875 4.195018291473389 9.0 +829.3587491222861 5887.9072265625 4.195732116699219 9.0 +829.3791835741868 5884.9423828125 4.1955180168151855 9.0 +829.3996182262636 5885.61865234375 4.195456027984619 9.0 +829.4200527784269 5890.54931640625 4.195275783538818 9.0 +829.4404872307568 5888.3466796875 4.195436477661133 9.0 +829.4609218832411 5887.74267578125 4.1951494216918945 9.0 +829.4813564358628 5886.1748046875 4.194665431976318 9.0 +829.501791088609 5893.54052734375 4.195821762084961 9.0 +829.5426600945575 5887.30712890625 4.195629119873047 9.0 +829.5630947477403 5883.052734375 4.195618629455566 9.0 +829.6039637545036 5890.92138671875 4.196756362915039 9.0 +829.6243984081229 5886.30322265625 4.195721626281738 9.0 +829.644832961887 5890.25927734375 4.1955718994140625 9.0 +829.6652674157594 5895.81787109375 4.1964497566223145 9.0 +829.6857020697862 5883.6748046875 4.194994926452637 9.0 +829.7061366239577 5894.77392578125 4.195890426635742 9.0 +829.7470057327009 5881.03955078125 4.194504737854004 9.0 +829.7674402872799 5888.4443359375 4.195655822753906 9.0 +829.787874942027 5903.15185546875 4.197310924530029 9.0 +829.8083093968962 5903.79736328125 4.197083950042725 9.0 +829.8287439519117 5902.7041015625 4.1969757080078125 9.0 +829.8491786070372 5904.431640625 4.197134017944336 9.0 +829.8696130623139 5905.37841796875 4.1972222328186035 9.0 +829.8900477177667 5901.20947265625 4.196283340454102 9.0 +829.9104821732981 5899.30126953125 4.196114540100098 9.0 +829.9309167290121 5905.84814453125 4.197345733642578 9.0 +829.9513513848651 5901.025390625 4.197109222412109 9.0 +829.9717858408403 5904.673828125 4.197269916534424 9.0 +829.9922203969618 5904.22509765625 4.196741104125977 9.0 +830.0126550532295 5905.3125 4.19696044921875 9.0 +830.0330895096049 5906.54150390625 4.196630001068115 9.0 +830.0535240661338 5906.3251953125 4.196998596191406 9.0 +830.0739587228309 5908.546875 4.197494029998779 9.0 +830.094393179621 5905.83642578125 4.19768762588501 9.0 +830.1148278365872 5900.05029296875 4.196570873260498 9.0 +830.1352623936691 5909.1259765625 4.1976189613342285 9.0 +830.1556968508885 5897.126953125 4.196625709533691 9.0 +830.1761315082622 5904.88525390625 4.197351455688477 9.0 +830.1965660657443 5902.95361328125 4.197115421295166 9.0 +830.2170006233791 5906.203125 4.197124004364014 9.0 +830.2374351811595 5908.09033203125 4.197482109069824 9.0 +830.2578697390854 5898.447265625 4.196432113647461 9.0 +830.2783042971205 5897.05419921875 4.196389198303223 9.0 +830.2987388553083 5902.0283203125 4.196781635284424 9.0 +830.3191734136344 5902.44970703125 4.19685173034668 9.0 +830.3396080721141 5906.5224609375 4.197193145751953 9.0 +830.3600426306803 5903.650390625 4.197319507598877 9.0 +830.3804770894203 5899.66943359375 4.197093963623047 9.0 +830.400911748271 5906.17919921875 4.197160243988037 9.0 +830.4213463073029 5908.53662109375 4.197067737579346 9.0 +830.4417807664431 5911.26611328125 4.197062015533447 9.0 +830.4622154257086 5909.90478515625 4.196883201599121 9.0 +830.4826499851479 5916.1982421875 4.197783946990967 9.0 +830.5030846446971 5914.23779296875 4.1973137855529785 9.0 +830.5235191043685 5908.4609375 4.196908473968506 9.0 +830.5439536641861 5903.79931640625 4.196365833282471 9.0 +830.564388224142 5905.71826171875 4.196830749511719 9.0 +830.6052573444467 5919.0615234375 4.197972774505615 9.0 +830.6256919048101 5911.39697265625 4.197610378265381 9.0 +830.6461264652971 5907.75048828125 4.197171688079834 9.0 +830.666560925958 5910.04638671875 4.197420120239258 9.0 +830.6869955867005 5906.38623046875 4.196962356567383 9.0 +830.707430147595 5910.10205078125 4.197361469268799 9.0 +830.7278648086358 5901.31298828125 4.19642972946167 9.0 +830.7482992698133 5911.9609375 4.197309970855713 9.0 +830.7687338311152 5909.6494140625 4.1968584060668945 9.0 +830.7891684925635 5909.01025390625 4.196988582611084 9.0 +830.8096029541193 5910.06591796875 4.196461200714111 9.0 +830.8300375158287 5917.09423828125 4.197589874267578 9.0 +830.8504721776844 5910.25830078125 4.1966047286987305 9.0 +830.8709067396485 5916.02685546875 4.1970720291137695 9.0 +830.8913413017654 5919.3798828125 4.1976423263549805 9.0 +830.9117758639986 5914.20166015625 4.19736909866333 9.0 +830.9322104263701 5908.57275390625 4.196703910827637 9.0 +830.9526449888654 5915.33349609375 4.197418689727783 9.0 +830.9730795515061 5918.3251953125 4.197075366973877 9.0 +830.9935141142851 5911.9775390625 4.196689605712891 9.0 +831.0139487771885 5911.9384765625 4.1972479820251465 9.0 +831.0343832402359 5912.17138671875 4.19696569442749 9.0 +831.0548178033932 5905.9501953125 4.196442604064941 9.0 +831.0752524667041 5911.90625 4.197479248046875 9.0 +831.0956869301299 5916.7646484375 4.197938919067383 9.0 +831.1161215936954 5920.8427734375 4.197838306427002 9.0 +831.136556157413 5912.08837890625 4.196742534637451 9.0 +831.1569906212462 5910.07763671875 4.196030139923096 9.0 +831.1774252852192 5922.599609375 4.197133541107178 9.0 +831.2182943135267 5914.9326171875 4.196344375610352 9.0 +831.2387289779072 5920.41162109375 4.1973042488098145 9.0 +831.2591634423807 5912.8544921875 4.1968674659729 9.0 +831.2795980070005 5912.46826171875 4.196455001831055 9.0 +831.3000326717593 5919.85498046875 4.19773530960083 9.0 +831.3409018016682 5912.07763671875 4.1963982582092285 9.0 +831.3817709320938 5915.8310546875 4.19698429107666 9.0 +831.4022054974921 5921.630859375 4.196993827819824 9.0 +831.4226400630141 5912.4599609375 4.196199417114258 9.0 +831.4430746287107 5919.1767578125 4.196617126464844 9.0 +831.4635091944947 5912.0830078125 4.196170806884766 9.0 +831.4839437604169 5917.74072265625 4.1966352462768555 9.0 +831.5043784264926 5921.208984375 4.197078704833984 9.0 +831.5452474589838 5919.4873046875 4.197266101837158 9.0 +831.5656821254379 5911.4619140625 4.19648551940918 9.0 +831.5861166920295 5922.01806640625 4.197619438171387 9.0 +831.6269858255764 5904.47705078125 4.1955180168151855 9.0 +831.6474203925463 5914.978515625 4.196488857269287 9.0 +831.6678548596101 5910.43359375 4.196154594421387 9.0 +831.68828952685 5912.0400390625 4.196209907531738 9.0 +831.7087240941983 5905.29296875 4.195791244506836 9.0 +831.7291587617001 5911.396484375 4.195849895477295 9.0 +831.7700277970143 5906.32373046875 4.1955461502075195 9.0 +831.7904624648945 5911.70556640625 4.196536064147949 9.0 +831.8108969328896 5909.6416015625 4.196403980255127 9.0 +831.8313315010237 5912.13623046875 4.1963348388671875 9.0 +831.8517660692814 5907.41455078125 4.195923805236816 9.0 +831.8722006376556 5911.2578125 4.195843696594238 9.0 +831.8926353061688 5913.30908203125 4.195548057556152 9.0 +831.9130697748042 5917.052734375 4.1960530281066895 9.0 +831.9335043435567 5915.2509765625 4.195545673370361 9.0 +831.9539390124482 5920.95263671875 4.196497440338135 9.0 +831.974373481462 5924.3525390625 4.1966352462768555 9.0 +831.9948080506219 5917.01953125 4.195485591888428 9.0 +832.0152427198918 5909.57275390625 4.194706916809082 9.0 +832.0356772893138 5923.6123046875 4.196625232696533 9.0 +832.0765464284705 5919.35595703125 4.195895671844482 9.0 +832.0969809982416 5907.53173828125 4.1952972412109375 9.0 +832.1174155681583 5908.62158203125 4.1949567794799805 9.0 +832.1378501381841 5912.6826171875 4.1953325271606445 9.0 +832.1582847083337 5914.2275390625 4.1954240798950195 9.0 +832.1991538490329 5912.32275390625 4.195658206939697 9.0 +832.2604575610458 5918.90283203125 4.1958231925964355 9.0 +832.2808922319527 5908.90771484375 4.194988250732422 9.0 +832.3013268029972 5906.27294921875 4.194666862487793 9.0 +832.3217612741355 5914.6083984375 4.195352554321289 9.0 +832.3421959454499 5911.42529296875 4.195252418518066 9.0 +832.3626305168436 5902.3779296875 4.194215297698975 9.0 +832.3830649883894 5913.7451171875 4.195680141448975 9.0 +832.4034996600531 5907.22900390625 4.194614410400391 9.0 +832.4239342318542 5900.369140625 4.19407320022583 9.0 +832.4443687037783 5913.228515625 4.195834159851074 9.0 +832.4648033757912 5909.5048828125 4.194936275482178 9.0 +832.4852379479707 5898.0107421875 4.193845748901367 9.0 +832.505672520274 5909.1357421875 4.194984436035156 9.0 +832.5261070926645 5910.451171875 4.195005416870117 9.0 +832.5465415651997 5904.2099609375 4.194470405578613 9.0 +832.5874108106436 5907.6796875 4.194568157196045 9.0 +832.6078453835507 5901.8447265625 4.194255352020264 9.0 +832.6282799565815 5905.6728515625 4.194120407104492 9.0 +832.6487145297579 5910.654296875 4.194944858551025 9.0 +832.6691491030142 5903.28369140625 4.194493293762207 9.0 +832.6895837764241 5896.76611328125 4.19404935836792 9.0 +832.7100182499489 5908.33349609375 4.195234775543213 9.0 +832.7304529235844 5903.53564453125 4.19500207901001 9.0 +832.7508874973719 5902.56640625 4.194326400756836 9.0 +832.7713219712459 5902.5986328125 4.1944475173950195 9.0 +832.7917566452888 5909.68896484375 4.194766521453857 9.0 +832.8121912193965 5907.32958984375 4.194605350494385 9.0 +832.832625693678 5917.94677734375 4.195736408233643 9.0 +832.853060368041 5905.47412109375 4.194235801696777 9.0 +832.8734949425561 5892.4189453125 4.193009853363037 9.0 +832.8939296171884 5906.595703125 4.195024490356445 9.0 +832.9143640919283 5901.7763671875 4.194285869598389 9.0 +832.9347986668217 5910.32958984375 4.195165634155273 9.0 +832.955233341796 5902.99462890625 4.194099426269531 9.0 +832.9756678168924 5906.20703125 4.194022178649902 9.0 +832.9961023921351 5897.04296875 4.193026065826416 9.0 +833.0165370674949 5905.896484375 4.194001197814941 9.0 +833.0369715429915 5903.40625 4.193637371063232 9.0 +833.0574061185835 5899.712890625 4.1935811042785645 9.0 +833.0778407942853 5894.916015625 4.193436622619629 9.0 +833.0982752701384 5895.42431640625 4.193012237548828 9.0 +833.1187099461094 5890.80615234375 4.193027973175049 9.0 +833.1391444221954 5893.50341796875 4.193014621734619 9.0 +833.1595789983912 5900.93505859375 4.1936869621276855 9.0 +833.1800136747115 5893.56689453125 4.192543983459473 9.0 +833.2004481511467 5890.59033203125 4.1930084228515625 9.0 +833.2208827276918 5889.287109375 4.192441940307617 9.0 +833.2413174044195 5899.052734375 4.193578243255615 9.0 +833.2617519812047 5897.9873046875 4.193053722381592 9.0 +833.2821865581282 5899.62841796875 4.193495273590088 9.0 +833.3026211351753 5899.18310546875 4.193780422210693 9.0 +833.3230557123316 5888.98681640625 4.192572116851807 9.0 +833.3434902896115 5889.3388671875 4.19288444519043 9.0 +833.3639248670079 5900.3505859375 4.1937737464904785 9.0 +833.3843594445498 5894.5517578125 4.192790508270264 9.0 +833.4047941221725 5890.7236328125 4.192817687988281 9.0 +833.4252285999464 5892.921875 4.193460941314697 9.0 +833.4456631778303 5885.40576171875 4.192004203796387 9.0 +833.4660978558095 5883.9111328125 4.191778659820557 9.0 +833.4865323339327 5883.19921875 4.192071914672852 9.0 +833.5069670121666 5886.9365234375 4.192203998565674 9.0 +833.5274015905234 5884.12109375 4.191575050354004 9.0 +833.5478360689958 5892.220703125 4.192641735076904 9.0 +833.5682707475789 5885.021484375 4.191364765167236 9.0 +833.588705326285 5887.18359375 4.192010879516602 9.0 +833.6091398051067 5887.79833984375 4.192045211791992 9.0 +833.6500090631234 5890.58984375 4.1918559074401855 9.0 +833.6704436422951 5884.89697265625 4.1918110847473145 9.0 +833.690878221576 5881.208984375 4.191310882568359 9.0 +833.7113128009805 5882.2353515625 4.1917314529418945 9.0 +833.7317474805313 5882.896484375 4.191606521606445 9.0 +833.7521819601607 5882.318359375 4.19196081161499 9.0 +833.7930511198138 5882.4658203125 4.1918816566467285 9.0 +833.8339202799252 5888.7646484375 4.191477298736572 9.0 +833.8543548601447 5883.2509765625 4.190489292144775 9.0 +833.8747894405024 5887.6689453125 4.191340923309326 9.0 +833.8952241209554 5887.23486328125 4.191056251525879 9.0 +833.9156587015532 5886.861328125 4.190762519836426 9.0 +833.9360931822303 5882.74560546875 4.1906023025512695 9.0 +833.9565278630616 5882.87109375 4.190770149230957 9.0 +833.9769624439796 5888.15380859375 4.191408157348633 9.0 +833.9973969250059 5886.375 4.190867900848389 9.0 +834.0178316061865 5877.6611328125 4.189945697784424 9.0 +834.0382661874537 5876.4111328125 4.190314769744873 9.0 +834.0587006688293 5889.8779296875 4.191626071929932 9.0 +834.0791353503591 5873.5947265625 4.189455509185791 9.0 +834.0995699319756 5870.6728515625 4.1898274421691895 9.0 +834.1200046137019 5887.17919921875 4.1919331550598145 9.0 +834.1404390955504 5869.3271484375 4.18976354598999 9.0 +834.1608736775161 5878.3408203125 4.190806865692139 9.0 +834.1813083595916 5867.900390625 4.189764976501465 9.0 +834.2017428417894 5876.48046875 4.189659595489502 9.0 +834.2221774241043 5874.54248046875 4.189759254455566 9.0 +834.2426121065291 5873.11962890625 4.189611434936523 9.0 +834.2834812717047 5872.18017578125 4.189292907714844 9.0 +834.3039158544561 5868.740234375 4.189306259155273 9.0 +834.3243503373524 5861.7060546875 4.188708782196045 9.0 +834.3447850203374 5865.2314453125 4.189042568206787 9.0 +834.3652196034309 5866.18017578125 4.189303874969482 9.0 +834.3856541866771 5859.15869140625 4.188945293426514 9.0 +834.4060887699743 5858.541015625 4.188562393188477 9.0 +834.4265233534243 5850.228515625 4.1879963874816895 9.0 +834.4469578369899 5862.68408203125 4.188414573669434 9.0 +834.4673925206735 5872.13623046875 4.188808441162109 9.0 +834.4878271044363 5870.00146484375 4.188058853149414 9.0 +834.5286962723476 5869.60546875 4.188602924346924 9.0 +834.5695655407035 5861.81787109375 4.188154697418213 9.0 +834.5900000250549 5867.6064453125 4.188182353973389 9.0 +834.6104346095017 5872.29443359375 4.189545154571533 9.0 +834.6308692940875 5859.55615234375 4.188027381896973 9.0 +834.6513037787663 5857.853515625 4.18715763092041 9.0 +834.6717384635558 5864.30859375 4.18898868560791 9.0 +834.692173048461 5870.99267578125 4.18853235244751 9.0 +834.7126075334745 5865.51318359375 4.188663959503174 9.0 +834.7330422186133 5854.34619140625 4.1877312660217285 9.0 +834.7534768038531 5865.1513671875 4.188392162322998 9.0 +834.7739112892014 5854.71533203125 4.187099456787109 9.0 +834.7943459746602 5855.85009765625 4.188076972961426 9.0 +834.8147805602348 5847.8017578125 4.186681747436523 9.0 +834.8352150459177 5849.9404296875 4.187036991119385 9.0 +834.8556497317113 5855.052734375 4.1878862380981445 9.0 +834.8760843176206 5854.52978515625 4.188086032867432 9.0 +834.8965190036397 5849.5986328125 4.1869378089904785 9.0 +834.9169534897665 5865.22900390625 4.188442707061768 9.0 +834.9373880759958 5859.59033203125 4.188436508178711 9.0 +834.9578227623497 5848.80126953125 4.18669319152832 9.0 +834.9782572487966 5859.931640625 4.187604904174805 9.0 +834.9986918353752 5852.99755859375 4.187025547027588 9.0 +835.0191264220339 5859.02490234375 4.188430309295654 9.0 +835.0395611088315 5848.58984375 4.187186241149902 9.0 +835.0599955957296 5852.8037109375 4.187050819396973 9.0 +835.0804302827382 5854.69140625 4.187337875366211 9.0 +835.1212994570815 5855.6728515625 4.1871562004089355 9.0 +835.1417340444023 5852.78662109375 4.187027931213379 9.0 +835.1621685318387 5858.955078125 4.187585830688477 9.0 +835.1826032193931 5857.59423828125 4.1880784034729 9.0 +835.2030378070558 5843.8974609375 4.185595989227295 9.0 +835.2234722948124 5849.7626953125 4.1866655349731445 9.0 +835.2643415706698 5845.24365234375 4.186469078063965 9.0 +835.2847762587771 5847.46728515625 4.18637228012085 9.0 +835.3052107469703 5852.5859375 4.186990261077881 9.0 +835.3256453352878 5848.00390625 4.18574857711792 9.0 +835.3460800237008 5856.40576171875 4.1870341300964355 9.0 +835.3665145122213 5848.7880859375 4.186800003051758 9.0 +835.3869491008518 5851.5830078125 4.186762809753418 9.0 +835.4073837895994 5848.880859375 4.186203479766846 9.0 +835.4278182784474 5847.455078125 4.186346530914307 9.0 +835.4482528673907 5844.6376953125 4.185813903808594 9.0 +835.4686875564585 5844.9130859375 4.186217308044434 9.0 +835.4891220456193 5847.22119140625 4.186040878295898 9.0 +835.5095567349053 5847.9765625 4.186593532562256 9.0 +835.5299913242925 5846.6640625 4.186422824859619 9.0 +835.5504259137742 5850.2587890625 4.186649322509766 9.0 +835.5708605033797 5852.75048828125 4.187023162841797 9.0 +835.5912950930724 5850.73046875 4.186997890472412 9.0 +835.6117296828743 5848.82861328125 4.186978340148926 9.0 +835.6321642727999 5836.48193359375 4.185609340667725 9.0 +835.6525988628127 5835.25146484375 4.185487747192383 9.0 +835.6730334529493 5839.2509765625 4.185999870300293 9.0 +835.6934680431805 5837.7724609375 4.185922622680664 9.0 +835.713902633528 5843.228515625 4.186749458312988 9.0 +835.7343372239557 5842.77783203125 4.186530590057373 9.0 +835.754771814507 5826.072265625 4.184432506561279 9.0 +835.7752064051601 5834.35009765625 4.1854329109191895 9.0 +835.7956410959232 5835.79931640625 4.185357570648193 9.0 +835.8160755867939 5841.947265625 4.185795307159424 9.0 +835.8365101777526 5841.9267578125 4.1852498054504395 9.0 +835.8569448688213 5842.63623046875 4.184858798980713 9.0 +835.8773793600121 5845.5791015625 4.1861653327941895 9.0 +835.8978140513063 5843.2607421875 4.184775352478027 9.0 +835.9182486426798 5837.95361328125 4.184696197509766 9.0 +835.9386831341908 5844.017578125 4.185551643371582 9.0 +835.9591178257906 5837.7744140625 4.183867454528809 9.0 +835.9795524174842 5835.43017578125 4.183945655822754 9.0 +835.9999869092862 5834.9931640625 4.185171604156494 9.0 +836.0204216012062 5831.916015625 4.183799743652344 9.0 +836.04085619322 5839.58935546875 4.185336589813232 9.0 +836.0612908853436 5832.94287109375 4.1844305992126465 9.0 +836.0817253775531 5834.36669921875 4.184208393096924 9.0 +836.1021599698724 5829.27734375 4.183602333068848 9.0 +836.1225946623163 5835.20703125 4.18342399597168 9.0 +836.1634637474708 5839.2607421875 4.184690952301025 9.0 +836.1838984402202 5836.54541015625 4.183394432067871 9.0 +836.2043329330554 5830.6484375 4.182412624359131 9.0 +836.2247675260005 5831.142578125 4.183015823364258 9.0 +836.245202219041 5830.74560546875 4.182544708251953 9.0 +836.265636812197 5830.138671875 4.182338714599609 9.0 +836.2860714054477 5840.38427734375 4.183454990386963 9.0 +836.306505998793 5835.2822265625 4.183132648468018 9.0 +836.3269405922474 5835.81787109375 4.184589385986328 9.0 +836.347375185811 5840.2685546875 4.184351444244385 9.0 +836.3678097794618 5833.84619140625 4.184323310852051 9.0 +836.3882442732429 5828.77685546875 4.183192253112793 9.0 +836.4086789671055 5830.77783203125 4.182700157165527 9.0 +836.429113561062 5829.8935546875 4.183292865753174 9.0 +836.4495480551341 5832.92236328125 4.183574676513672 9.0 +836.4699827492877 5826.6875 4.182335376739502 9.0 +836.4904173435643 5838.5791015625 4.184084415435791 9.0 +836.5108520379363 5832.4013671875 4.1837477684021 9.0 +836.5312865324013 5830.6328125 4.183228969573975 9.0 +836.5517211269689 5830.9453125 4.183771133422852 9.0 +836.5721558216464 5826.0986328125 4.1825995445251465 9.0 +836.592590316417 5825.07666015625 4.182810306549072 9.0 +836.6130249113048 5824.2412109375 4.18239164352417 9.0 +836.6334596062734 5833.6416015625 4.18345308303833 9.0 +836.653894101335 5831.18212890625 4.183330535888672 9.0 +836.6743287965292 5838.0029296875 4.183635711669922 9.0 +836.6947633918026 5827.22265625 4.182196140289307 9.0 +836.7151978871698 5837.48046875 4.183021545410156 9.0 +836.735632582655 5827.6162109375 4.182572364807129 9.0 +836.7560671782339 5834.51611328125 4.1826324462890625 9.0 +836.7765017739075 5833.69970703125 4.183267593383789 9.0 +836.7969363696684 5829.60009765625 4.182868003845215 9.0 +836.8173709655384 5825.35107421875 4.1822404861450195 9.0 +836.8378055615176 5815.6796875 4.182004451751709 9.0 +836.8582401575841 5825.6005859375 4.182887077331543 9.0 +836.8786747537597 5821.986328125 4.182502269744873 9.0 +836.8991094500307 5829.63330078125 4.182568073272705 9.0 +836.919543946402 5827.45556640625 4.181981563568115 9.0 +836.9399785428541 5823.49072265625 4.181761264801025 9.0 +836.9604132394306 5824.33203125 4.181995868682861 9.0 +836.980847736093 5834.03076171875 4.182971954345703 9.0 +837.0012823328507 5829.2734375 4.1821160316467285 9.0 +837.0217170297183 5820.1884765625 4.1807708740234375 9.0 +837.0421515266717 5825.08984375 4.181450366973877 9.0 +837.0625862237357 5820.19140625 4.181207656860352 9.0 +837.0830208208863 5816.8798828125 4.18127965927124 9.0 +837.1034553181307 5824.357421875 4.182104587554932 9.0 +837.1238900154858 5821.42431640625 4.181850433349609 9.0 +837.1443246129347 5810.1455078125 4.1808576583862305 9.0 +837.1647591104775 5812.16357421875 4.180818557739258 9.0 +837.1851938081163 5815.5107421875 4.181629180908203 9.0 +837.22606290369 5821.072265625 4.181407928466797 9.0 +837.2464976016199 5814.31591796875 4.180747985839844 9.0 +837.2669321996509 5823.251953125 4.180809497833252 9.0 +837.2873668977772 5827.0498046875 4.181576728820801 9.0 +837.3078013959966 5826.3388671875 4.182158470153809 9.0 +837.3282359943187 5817.2392578125 4.179596424102783 9.0 +837.3486706927433 5823.7978515625 4.180721759796143 9.0 +837.3691051912392 5814.97802734375 4.180522441864014 9.0 +837.389539789845 5824.59814453125 4.181302070617676 9.0 +837.4099744885534 5824.61669921875 4.181559085845947 9.0 +837.4304090873557 5824.91455078125 4.181245803833008 9.0 +837.4508435862372 5819.05712890625 4.179899215698242 9.0 +837.5325820827711 5817.0712890625 4.1800856590271 9.0 +837.5530166821482 5822.55517578125 4.180253982543945 9.0 +837.5734512816125 5810.23583984375 4.180220127105713 9.0 +837.5938858811714 5810.7001953125 4.180416584014893 9.0 +837.6143204808322 5816.638671875 4.180552959442139 9.0 +837.6347550805804 5806.0986328125 4.179582118988037 9.0 +837.6756243803684 5808.626953125 4.1806321144104 9.0 +837.6960588803995 5802.3974609375 4.1800007820129395 9.0 +837.7164934805187 5812.85009765625 4.18095588684082 9.0 +837.7369281807478 5809.474609375 4.179564476013184 9.0 +837.7573626810627 5814.4921875 4.18093204498291 9.0 +837.7982319819712 5815.02490234375 4.180044174194336 9.0 +837.8186664825625 5810.17041015625 4.179391384124756 9.0 +837.8391010832493 5811.068359375 4.180493354797363 9.0 +837.8595357840459 5804.7255859375 4.1795501708984375 9.0 +837.8799702849137 5804.59033203125 4.179227828979492 9.0 +837.900404985885 5812.552734375 4.180074214935303 9.0 +837.92083958695 5800.09326171875 4.178696155548096 9.0 +837.9412741881097 5802.55615234375 4.1794281005859375 9.0 +837.9617087893494 5803.6640625 4.179080963134766 9.0 +838.002577992127 5806.5546875 4.178572177886963 9.0 +838.0230125936432 5801.03759765625 4.179327964782715 9.0 +838.0638818969819 5796.943359375 4.177967071533203 9.0 +838.0843163987738 5795.8955078125 4.179192066192627 9.0 +838.1047510006683 5802.33203125 4.178773403167725 9.0 +838.1251857026582 5801.89306640625 4.1792473793029785 9.0 +838.1456203047273 5797.3369140625 4.178762912750244 9.0 +838.1660548068976 5798.9091796875 4.178652763366699 9.0 +838.186489509164 5806.3681640625 4.179085731506348 9.0 +838.2069240115088 5809.41845703125 4.179508686065674 9.0 +838.227358613949 5808.2373046875 4.179614543914795 9.0 +838.2477933164846 5812.373046875 4.179201602935791 9.0 +838.268227819106 5809.61181640625 4.179019451141357 9.0 +838.2886625218307 5801.7119140625 4.178218841552734 9.0 +838.3090971246274 5814.2421875 4.179675579071045 9.0 +838.329531627518 5805.8310546875 4.17855167388916 9.0 +838.349966330512 5817.2607421875 4.179899215698242 9.0 +838.3704009335852 5807.63916015625 4.180168151855469 9.0 +838.390835436745 5809.9443359375 4.180410861968994 9.0 +838.4112701400154 5802.3701171875 4.179773807525635 9.0 +838.4317047433651 5805.2626953125 4.179331302642822 9.0 +838.4725739503192 5796.00634765625 4.178342819213867 9.0 +838.4930085539308 5798.12060546875 4.178595066070557 9.0 +838.5134432576524 5793.3623046875 4.178694248199463 9.0 +838.5338777614452 5800.0615234375 4.1790852546691895 9.0 +838.554312365326 5817.71533203125 4.181093692779541 9.0 +838.595181673365 5813.30419921875 4.180188179016113 9.0 +838.615616177507 5805.52734375 4.179162979125977 9.0 +838.6360508817525 5800.75390625 4.1786417961120605 9.0 +838.6564854860844 5807.40576171875 4.179321765899658 9.0 +838.6973546950103 5795.3544921875 4.177947998046875 9.0 +838.7382240042862 5801.80322265625 4.1793365478515625 9.0 +838.7586585090539 5799.27294921875 4.178775787353516 9.0 +838.779093113917 5801.73583984375 4.179899215698242 9.0 +838.799527818861 5794.59716796875 4.178619384765625 9.0 +838.8199623238906 5801.13134765625 4.178959846496582 9.0 +838.8403969290157 5802.982421875 4.1794514656066895 9.0 +838.8608315342208 5793.46435546875 4.178420066833496 9.0 +838.8812661395204 5800.0390625 4.1783976554870605 9.0 +838.9017008449082 5803.56005859375 4.1790313720703125 9.0 +838.9221353503744 5804.14208984375 4.179046630859375 9.0 +838.942569955936 5806.36962890625 4.179430961608887 9.0 +838.9630046615857 5797.578125 4.179012775421143 9.0 +838.9834391673066 5799.72314453125 4.178592681884766 9.0 +839.0038737731302 5797.64892578125 4.178603649139404 9.0 +839.0243084790418 5806.599609375 4.180231094360352 9.0 +839.0447429850174 5802.03466796875 4.179521083831787 9.0 +839.0651776911036 5796.8896484375 4.179228782653809 9.0 +839.0856122972764 5798.1806640625 4.178956508636475 9.0 +839.1060468035139 5795.54736328125 4.1793951988220215 9.0 +839.1264815098548 5794.84521484375 4.17937707901001 9.0 +839.146916116275 5798.03857421875 4.179140090942383 9.0 +839.1673507227824 5797.71826171875 4.178956508636475 9.0 +839.1877853293772 5809.9755859375 4.179948329925537 9.0 +839.208219936052 5804.1611328125 4.178964614868164 9.0 +839.2286545428142 5797.02001953125 4.177809238433838 9.0 +839.2490891496709 5809.25244140625 4.178773403167725 9.0 +839.2695237566077 5806.84326171875 4.178555965423584 9.0 +839.289958463618 5802.220703125 4.178102016448975 9.0 +839.3103930707293 5804.3583984375 4.178514003753662 9.0 +839.3308275779127 5799.37353515625 4.178432941436768 9.0 +839.3512622851922 5801.03466796875 4.178391456604004 9.0 +839.3716968925437 5802.30810546875 4.178819179534912 9.0 +839.392131399989 5791.32080078125 4.177820205688477 9.0 +839.4125661075159 5801.58056640625 4.178877830505371 9.0 +839.4330007151293 5805.96875 4.179643630981445 9.0 +839.4534354228163 5800.74462890625 4.178093910217285 9.0 +839.4738699305963 5798.36181640625 4.178415298461914 9.0 +839.4943045384643 5797.58544921875 4.178523063659668 9.0 +839.5147391464052 5800.46142578125 4.177748680114746 9.0 +839.5351737544333 5803.3916015625 4.178834915161133 9.0 +839.5556082625408 5805.37158203125 4.178935527801514 9.0 +839.5760429707443 5813.173828125 4.179600715637207 9.0 +839.5964775790198 5805.69287109375 4.178977966308594 9.0 +839.6169120873819 5805.9892578125 4.178576946258545 9.0 +839.6373467958329 5799.22216796875 4.178172588348389 9.0 +839.657781404363 5807.22216796875 4.178894996643066 9.0 +839.678216112974 5806.3818359375 4.178738117218018 9.0 +839.6986506216563 5804.234375 4.178429126739502 9.0 +839.7190852304411 5806.8935546875 4.178621768951416 9.0 +839.7395199393068 5807.5087890625 4.178853988647461 9.0 +839.7599544482437 5797.296875 4.177332401275635 9.0 +839.7803890572613 5795.76025390625 4.1775407791137695 9.0 +839.8008237663744 5807.7900390625 4.179476261138916 9.0 +839.8212583755521 5802.9365234375 4.178499698638916 9.0 +839.8416929848245 5813.40625 4.1791300773620605 9.0 +839.8621275941769 5810.296875 4.1789679527282715 9.0 +839.8825622036093 5821.2763671875 4.180190563201904 9.0 +839.9029968131217 5809.95654296875 4.178987979888916 9.0 +839.9234314227215 5813.1396484375 4.179093837738037 9.0 +839.943866032394 5812.87255859375 4.178786754608154 9.0 +839.9643007421546 5806.54248046875 4.178684711456299 9.0 +839.9847352519864 5808.5595703125 4.1785101890563965 9.0 +840.005169861899 5811.142578125 4.1791205406188965 9.0 +840.0256045719143 5803.08447265625 4.17832612991333 9.0 +840.0460390819935 5815.3056640625 4.179631233215332 9.0 +840.066473792147 5808.57763671875 4.178874492645264 9.0 +840.0869084023943 5802.46533203125 4.178355693817139 9.0 +840.1073429127136 5806.759765625 4.179062843322754 9.0 +840.1277776231072 5809.189453125 4.179813385009766 9.0 +840.1482121335866 5798.6943359375 4.178502559661865 9.0 +840.1890814547951 5801.02587890625 4.177515029907227 9.0 +840.2095159655073 5805.76513671875 4.178689956665039 9.0 +840.2299505763149 5809.73486328125 4.179172039031982 9.0 +840.250385287196 5815.15185546875 4.179394245147705 9.0 +840.2708197981483 5810.306640625 4.178636074066162 9.0 +840.2912545091822 5807.2861328125 4.17836332321167 9.0 +840.3116891203026 5808.9482421875 4.179398059844971 9.0 +840.3321236315023 5806.16259765625 4.178941249847412 9.0 +840.3525583427763 5810.84912109375 4.179013729095459 9.0 +840.413862177069 5811.69775390625 4.17889404296875 9.0 +840.434296788655 5814.7861328125 4.17935848236084 9.0 +840.4547315003365 5808.95703125 4.1788153648376465 9.0 +840.4956006239008 5816.73046875 4.180325031280518 9.0 +840.5160353358006 5813.3642578125 4.179980754852295 9.0 +840.5364699477796 5807.369140625 4.179571628570557 9.0 +840.5569044598305 5811.28857421875 4.179957389831543 9.0 +840.5773391719704 5813.88427734375 4.179307460784912 9.0 +840.5977737841749 5809.765625 4.179718494415283 9.0 +840.618208296466 5812.94677734375 4.179739475250244 9.0 +840.6386430088387 5812.6796875 4.179299354553223 9.0 +840.6590776212688 5819.166015625 4.180121898651123 9.0 +840.6795122337935 5809.75732421875 4.178818702697754 9.0 +840.6999468463982 5816.138671875 4.179612159729004 9.0 +840.7203814590612 5820.21435546875 4.180120468139648 9.0 +840.7408161718195 5821.24560546875 4.180132865905762 9.0 +840.7612506846417 5814.0859375 4.179623603820801 9.0 +840.7816852975448 5812.83154296875 4.179286479949951 9.0 +840.8021199105206 5828.21728515625 4.180996417999268 9.0 +840.8225545235764 5812.3720703125 4.17902946472168 9.0 +840.8429892367058 5816.0966796875 4.179689884185791 9.0 +840.8634237499064 5816.87841796875 4.180347919464111 9.0 +840.883858363195 5817.97998046875 4.180190086364746 9.0 +840.9042930765572 5811.81884765625 4.179636478424072 9.0 +840.9247275899834 5815.09814453125 4.179550647735596 9.0 +840.9655969170781 5823.40966796875 4.180580139160156 9.0 +840.9860315307378 5817.49072265625 4.180268287658691 9.0 +841.0064660444623 5819.345703125 4.180715560913086 9.0 +841.0269007582756 5813.5205078125 4.179312229156494 9.0 +841.0473353721682 5827.05322265625 4.180604457855225 9.0 +841.0677699861262 5821.822265625 4.1802978515625 9.0 +841.0882046001498 5822.6533203125 4.179944038391113 9.0 +841.1086392142606 5817.48974609375 4.179382801055908 9.0 +841.1290738284442 5826.9091796875 4.180778503417969 9.0 +841.1495084426933 5832.99658203125 4.181132793426514 9.0 +841.1699430570297 5821.0244140625 4.180001735687256 9.0 +841.1903777714397 5826.9521484375 4.180581569671631 9.0 +841.2108122859063 5818.2529296875 4.179766654968262 9.0 +841.2312470004617 5828.5283203125 4.180765151977539 9.0 +841.2516816150819 5831.85400390625 4.180356979370117 9.0 +841.2925508445551 5826.34716796875 4.180958271026611 9.0 +841.3129854594008 5830.12890625 4.180658340454102 9.0 +841.3334199743113 5825.02197265625 4.180758476257324 9.0 +841.3538546893178 5828.359375 4.180852890014648 9.0 +841.3742893043673 5827.1064453125 4.181214809417725 9.0 +841.3947238195033 5829.88330078125 4.180129051208496 9.0 +841.4151585347208 5840.96337890625 4.182210922241211 9.0 +841.4355931500031 5824.716796875 4.18057918548584 9.0 +841.4560277653509 5828.255859375 4.18057918548584 9.0 +841.4764623807787 5825.693359375 4.180516242980957 9.0 +841.4968968962785 5831.43701171875 4.181490898132324 9.0 +841.5377662274914 5827.888671875 4.1810150146484375 9.0 +841.5582008432102 5826.0048828125 4.18122673034668 9.0 +841.5786354589873 5832.74609375 4.18064022064209 9.0 +841.5990700748443 5831.17919921875 4.180762767791748 9.0 +841.6195047907822 5831.125 4.181114673614502 9.0 +841.6399393067768 5826.10546875 4.1805901527404785 9.0 +841.6603739228449 5837.423828125 4.181453704833984 9.0 +841.6808086389938 5830.13037109375 4.181142807006836 9.0 +841.7012432552074 5828.69091796875 4.180840492248535 9.0 +841.7216777714857 5837.79296875 4.181270599365234 9.0 +841.7421124878456 5839.90625 4.181176662445068 9.0 +841.7625471042702 5837.37939453125 4.181416034698486 9.0 +841.7829816207595 5836.9765625 4.181506156921387 9.0 +841.8034163373304 5840.54541015625 4.181811332702637 9.0 +841.8238509539733 5842.30078125 4.182280540466309 9.0 +841.8442856706897 5841.63037109375 4.1822638511657715 9.0 +841.8647201874483 5841.39599609375 4.182620525360107 9.0 +841.8851548043021 5839.99072265625 4.181955814361572 9.0 +841.9055895212223 5834.30078125 4.181584358215332 9.0 +841.9260240381991 5847.07763671875 4.182754993438721 9.0 +841.9464586552567 5841.20166015625 4.181498050689697 9.0 +841.9668933723951 5851.14697265625 4.182692050933838 9.0 +841.9873278895684 5844.6376953125 4.182685375213623 9.0 +842.0077626068378 5841.90576171875 4.182476043701172 9.0 +842.0281971241639 5842.607421875 4.182572841644287 9.0 +842.0486317415707 5845.71826171875 4.1823577880859375 9.0 +842.0895009765736 5852.623046875 4.183475494384766 9.0 +842.1099355941842 5859.22607421875 4.183575630187988 9.0 +842.130370311861 5863.69189453125 4.183445453643799 9.0 +842.1508048296091 5857.255859375 4.183123588562012 9.0 +842.1712394474234 5864.13525390625 4.184210300445557 9.0 +842.191674165304 5856.3857421875 4.183525085449219 9.0 +842.2121087832566 5850.1201171875 4.182642459869385 9.0 +842.2325434012746 5851.13818359375 4.183068752288818 9.0 +842.2529780193581 5861.08251953125 4.1842780113220215 9.0 +842.2734126374999 5856.84619140625 4.183192253112793 9.0 +842.2938472557216 5860.82373046875 4.183597087860107 9.0 +842.3142818740089 5854.69140625 4.183262825012207 9.0 +842.3347164923689 5862.5087890625 4.184210777282715 9.0 +842.3551512107952 5861.490234375 4.1842360496521 9.0 +842.3755857292708 5870.41552734375 4.185384273529053 9.0 +842.3960203478346 5853.50048828125 4.183193683624268 9.0 +842.41645506645 5867.72802734375 4.1845221519470215 9.0 +842.436889585144 5861.05615234375 4.1843390464782715 9.0 +842.4573243038903 5855.64453125 4.183166027069092 9.0 +842.4777589227306 5860.37109375 4.1838812828063965 9.0 +842.4981934416137 5860.53466796875 4.184204578399658 9.0 +842.5186281605856 5861.87158203125 4.184200763702393 9.0 +842.5390627795932 5872.69921875 4.18523645401001 9.0 +842.5594972986655 5867.93798828125 4.18499231338501 9.0 +842.5799320178194 5865.98095703125 4.184650421142578 9.0 +842.600366637038 5860.244140625 4.184165000915527 9.0 +842.6208013563446 5859.13232421875 4.184010028839111 9.0 +842.6412358756716 5859.1533203125 4.1842265129089355 9.0 +842.6616704950939 5864.341796875 4.184506416320801 9.0 +842.6821051145744 5872.37646484375 4.18520975112915 9.0 +842.7025397341058 5874.71435546875 4.185298442840576 9.0 +842.7229743537318 5868.3955078125 4.1845855712890625 9.0 +842.7434089734015 5870.17578125 4.1851091384887695 9.0 +842.7638435931367 5879.38525390625 4.186081886291504 9.0 +842.7842782129519 5878.39697265625 4.185927391052246 9.0 +842.8047128328108 5867.611328125 4.185050010681152 9.0 +842.8251474527497 5862.78076171875 4.184698104858398 9.0 +842.8455821727548 5866.9677734375 4.1846699714660645 9.0 +842.8660167928174 5871.3935546875 4.185605049133301 9.0 +842.8864513129301 5874.05126953125 4.1850361824035645 9.0 +842.9068860331245 5866.556640625 4.185069561004639 9.0 +842.9273206533762 5861.97802734375 4.184203624725342 9.0 +842.9477551736927 5867.0234375 4.185207366943359 9.0 +842.9681898940762 5864.78466796875 4.1847734451293945 9.0 +842.9886245145171 5865.7197265625 4.184750556945801 9.0 +843.0090592350389 5863.25537109375 4.184459209442139 9.0 +843.0294937555955 5864.25 4.184682369232178 9.0 +843.0703630969365 5868.30419921875 4.184995174407959 9.0 +843.0907976176968 5869.14794921875 4.185385704040527 9.0 +843.1316669594016 5866.23388671875 4.18505859375 9.0 +843.1521014803511 5863.55419921875 4.185273170471191 9.0 +843.1725361013596 5868.705078125 4.186497211456299 9.0 +843.1929708224197 5875.1376953125 4.185958385467529 9.0 +843.2134053435584 5873.93359375 4.185382843017578 9.0 +843.2338400647714 5871.7041015625 4.185283660888672 9.0 +843.2542746860199 5875.06494140625 4.185704708099365 9.0 +843.2747092073478 5876.82470703125 4.185746669769287 9.0 +843.2951439287135 5877.71875 4.185887813568115 9.0 +843.3155784501578 5878.591796875 4.185900688171387 9.0 +843.3360131716763 5868.671875 4.185522079467773 9.0 +843.3564477932377 5885.5673828125 4.186613082885742 9.0 +843.3768823148639 5887.02734375 4.187276363372803 9.0 +843.3973170365571 5887.3251953125 4.186804294586182 9.0 +843.4177516583004 5882.2216796875 4.1864166259765625 9.0 +843.4381862801092 5875.76025390625 4.185201644897461 9.0 +843.4994901459067 5881.17822265625 4.1852335929870605 9.0 +843.5403593900701 5876.73291015625 4.1846771240234375 9.0 +843.5607940122572 5882.0341796875 4.185840129852295 9.0 +843.5812287344888 5882.22412109375 4.185304164886475 9.0 +843.6016632567771 5880.57421875 4.185125350952148 9.0 +843.6220979791324 5888.35205078125 4.186009407043457 9.0 +843.6425326015524 5898.6796875 4.186985015869141 9.0 +843.6629671240225 5880.41357421875 4.185978889465332 9.0 +843.6834018465597 5882.876953125 4.185861110687256 9.0 +843.7038364691543 5892.20849609375 4.1870503425598145 9.0 +843.7242709917919 5876.5146484375 4.18469762802124 9.0 +843.7447057145109 5885.18505859375 4.1862874031066895 9.0 +843.7651403372802 5891.02197265625 4.187088489532471 9.0 +843.7855750601011 5883.0146484375 4.185819149017334 9.0 +843.806009582986 5887.7041015625 4.18678092956543 9.0 +843.8264442059299 5888.234375 4.186408996582031 9.0 +843.8468789289254 5889.63134765625 4.186529159545898 9.0 +843.8673134519995 5885.62353515625 4.186606407165527 9.0 +843.8877480751034 5881.59228515625 4.185791015625 9.0 +843.9081827983027 5887.16015625 4.187258243560791 9.0 +843.9286173215369 5883.70068359375 4.186019420623779 9.0 +843.94905194483 5882.255859375 4.186186790466309 9.0 +843.969486568174 5882.12060546875 4.186000823974609 9.0 +843.9899211915836 5887.05419921875 4.186420440673828 9.0 +844.0103559150521 5885.78271484375 4.18666934967041 9.0 +844.03079043857 5885.654296875 4.186277389526367 9.0 +844.0512250621541 5891.896484375 4.187403678894043 9.0 +844.0920944094905 5893.0234375 4.188174724578857 9.0 +844.1125289332485 5883.86669921875 4.186624050140381 9.0 +844.1329636570517 5890.48779296875 4.186862468719482 9.0 +844.1533982809196 5894.96923828125 4.187886714935303 9.0 +844.1738328048377 5888.93896484375 4.187004089355469 9.0 +844.1942675288301 5892.85791015625 4.187255382537842 9.0 +844.2147021528435 5893.5771484375 4.187498569488525 9.0 +844.2351368769523 5893.744140625 4.187249660491943 9.0 +844.2555714010887 5892.4580078125 4.187475204467773 9.0 +844.2760060253058 5893.50927734375 4.187195301055908 9.0 +844.2964407495601 5895.09765625 4.187529563903809 9.0 +844.3168752738711 5891.3115234375 4.186577320098877 9.0 +844.3373098982338 5895.74267578125 4.186711311340332 9.0 +844.3577446226773 5899.8271484375 4.187707424163818 9.0 +844.3781791471483 5891.0986328125 4.187138557434082 9.0 +844.3986138716864 5898.1875 4.1878461837768555 9.0 +844.4190484962892 5897.03515625 4.187187194824219 9.0 +844.4394830209203 5890.9296875 4.187510013580322 9.0 +844.459917745633 5895.51318359375 4.186842918395996 9.0 +844.4803523703813 5896.07763671875 4.18726110458374 9.0 +844.5007869952096 5892.06982421875 4.186558723449707 9.0 +844.5212216200744 5888.61962890625 4.18635368347168 9.0 +844.5416562449973 5897.48046875 4.188007831573486 9.0 +844.5620908699784 5888.96435546875 4.18705415725708 9.0 +844.5825254949814 5894.189453125 4.188067436218262 9.0 +844.6029601200789 5882.2958984375 4.186875820159912 9.0 +844.6233947452274 5893.95703125 4.187191963195801 9.0 +844.6438293704123 5899.06494140625 4.187862873077393 9.0 +844.6642639956553 5891.1962890625 4.187027931213379 9.0 +844.6846986209566 5901.74853515625 4.187805652618408 9.0 +844.7051332463088 5900.17236328125 4.187561988830566 9.0 +844.7255678717265 5901.517578125 4.188018321990967 9.0 +844.7460025971668 5904.61865234375 4.188571453094482 9.0 +844.7868718482641 5884.56494140625 4.186697483062744 9.0 +844.8073064738783 5896.76416015625 4.187800884246826 9.0 +844.827740999528 5897.95361328125 4.187714576721191 9.0 +844.8481757252666 5898.1259765625 4.187686443328857 9.0 +844.8686103510263 5895.0712890625 4.187573432922363 9.0 +844.8890448768798 5895.453125 4.187695503234863 9.0 +844.9094796027639 5898.26416015625 4.188168048858643 9.0 +845.6246917406097 5878.533203125 4.18691349029541 9.0 +845.6451263682902 5887.86669921875 4.188706398010254 9.0 +845.6655608960355 5874.4267578125 4.186115264892578 9.0 +845.6859956238113 5879.57373046875 4.186595916748047 9.0 +845.7064302516374 5886.5166015625 4.186936855316162 9.0 +845.7268648795289 5877.0205078125 4.186623573303223 9.0 +845.7472995074204 5874.93017578125 4.186117649078369 9.0 +845.767734135421 5868.29638671875 4.185177326202393 9.0 +845.7881688634297 5868.021484375 4.185649871826172 9.0 +845.8086033914951 5876.5361328125 4.186167240142822 9.0 +845.8290380196122 5869.97607421875 4.185413837432861 9.0 +845.8494727477664 5873.91015625 4.186051368713379 9.0 +845.8699072759773 5864.65625 4.184694290161133 9.0 +845.8903419042108 5867.57373046875 4.185293197631836 9.0 +845.9107766325105 5874.4541015625 4.185439586639404 9.0 +845.931211160867 5874.16650390625 4.185126304626465 9.0 +845.951645789246 5875.08837890625 4.185349464416504 9.0 +845.9720805176912 5878.0703125 4.186164855957031 9.0 +845.992515046164 5865.67578125 4.185255527496338 9.0 +846.0129497747184 5870.1318359375 4.186283588409424 9.0 +846.0333844032793 5871.0283203125 4.185570240020752 9.0 +846.0538189318977 5864.81689453125 4.184942722320557 9.0 +846.0742536605685 5862.06396484375 4.185650825500488 9.0 +846.0946882892749 5858.228515625 4.1850666999816895 9.0 +846.1151228180388 5857.1025390625 4.1849236488342285 9.0 +846.1355575468551 5861.1142578125 4.184877872467041 9.0 +846.155992175678 5862.412109375 4.1851325035095215 9.0 +846.1764269045816 5863.0908203125 4.185199737548828 9.0 +846.1968614335201 5858.66552734375 4.185049533843994 9.0 +846.2172960624885 5867.45654296875 4.185791969299316 9.0 +846.2377307915449 5865.900390625 4.185888767242432 9.0 +846.2581653205925 5861.0703125 4.18506383895874 9.0 +846.2785999497064 5855.14697265625 4.185003757476807 9.0 +846.299034678872 5863.61083984375 4.185976505279541 9.0 +846.3194692080724 5867.90234375 4.186039447784424 9.0 +846.3399038373318 5864.82763671875 4.185922145843506 9.0 +846.3603385666211 5873.82275390625 4.186532497406006 9.0 +846.3807731959605 5861.921875 4.185520648956299 9.0 +846.4012078253363 5865.33984375 4.185626029968262 9.0 +846.4216424547631 5858.30810546875 4.185177326202393 9.0 +846.4420770842262 5863.3369140625 4.185626029968262 9.0 +846.4625117137475 5860.365234375 4.184980869293213 9.0 +846.4829463432688 5879.55078125 4.186911582946777 9.0 +846.5033809728702 5865.97265625 4.185451030731201 9.0 +846.5238156025371 5864.98046875 4.184840679168701 9.0 +846.5442502321966 5873.88720703125 4.185519218444824 9.0 +846.5646848619217 5864.779296875 4.1848344802856445 9.0 +846.6055541214882 5870.61181640625 4.18503475189209 9.0 +846.6259888513523 5859.66455078125 4.1847004890441895 9.0 +846.6464233812512 5866.05908203125 4.185603618621826 9.0 +846.6668580111727 5867.9287109375 4.185728073120117 9.0 +846.6872927411605 5874.3408203125 4.186652660369873 9.0 +846.7077272711758 5868.92578125 4.1855363845825195 9.0 +846.7281619012501 5866.5703125 4.185848236083984 9.0 +846.748596631347 5862.36181640625 4.184954643249512 9.0 +846.7690311614788 5872.5146484375 4.186437606811523 9.0 +846.789465891663 5872.32666015625 4.186223030090332 9.0 +846.8099005219119 5863.63232421875 4.1851630210876465 9.0 +846.8303350521601 5870.36181640625 4.185911655426025 9.0 +846.8507697824898 5867.1435546875 4.186103343963623 9.0 +846.871204412826 5859.12890625 4.184379577636719 9.0 +846.8916390432205 5869.10498046875 4.18501091003418 9.0 +846.9120736736368 5874.48583984375 4.185150623321533 9.0 +846.9325083041185 5871.67578125 4.18529748916626 9.0 +846.9733775651912 5875.72021484375 4.185751438140869 9.0 +846.9938121957894 5862.87353515625 4.184238910675049 9.0 +847.0142469264174 5859.4755859375 4.184567928314209 9.0 +847.0346814570948 5867.541015625 4.184475421905518 9.0 +847.0551160878094 5873.28515625 4.185693740844727 9.0 +847.075550818583 5873.20703125 4.184751510620117 9.0 +847.0959854493485 5865.5419921875 4.184412956237793 9.0 +847.1164199801788 5861.45947265625 4.184116840362549 9.0 +847.1368547110687 5876.62158203125 4.185694694519043 9.0 +847.1572892419499 5864.515625 4.184493541717529 9.0 +847.1777239729272 5861.26318359375 4.184030055999756 9.0 +847.1981586039037 5852.72216796875 4.183490753173828 9.0 +847.2185931349304 5866.05810546875 4.185016632080078 9.0 +847.2390278660241 5863.59912109375 4.1850996017456055 9.0 +847.259462497117 5864.02197265625 4.185318470001221 9.0 +847.2798970282602 5860.25634765625 4.184647083282471 9.0 +847.3003317594412 5865.66455078125 4.184874534606934 9.0 +847.3207663906505 5855.63720703125 4.184057712554932 9.0 +847.3412009219101 5854.56298828125 4.183905601501465 9.0 +847.3616356532075 5864.6630859375 4.184803009033203 9.0 +847.3820702845333 5862.30712890625 4.183997631072998 9.0 +847.4025050159107 5864.1318359375 4.184175968170166 9.0 +847.422939547323 5860.30517578125 4.183432579040527 9.0 +847.4433741787943 5861.08251953125 4.18367338180542 9.0 +847.4638089102591 5865.6689453125 4.183233261108398 9.0 +847.4842434417878 5865.73486328125 4.1834397315979 9.0 +847.5251128049567 5866.27734375 4.183506965637207 9.0 +847.5455473365728 5867.39208984375 4.1838178634643555 9.0 +847.5659820682486 5861.52685546875 4.183583736419678 9.0 +847.5864166999745 5860.22998046875 4.182539939880371 9.0 +847.6272859634919 5861.38720703125 4.183005332946777 9.0 +847.6477205953124 5863.09033203125 4.1826629638671875 9.0 +847.6681552271621 5853.06396484375 4.182271480560303 9.0 +847.6885898590408 5858.53125 4.1827802658081055 9.0 +847.7090244909705 5867.1337890625 4.183261871337891 9.0 +847.7294591229656 5861.41552734375 4.1834259033203125 9.0 +847.7498938549543 5864.1240234375 4.182585716247559 9.0 +847.7703283869778 5860.28955078125 4.182049751281738 9.0 +847.790763119061 5860.353515625 4.181702136993408 9.0 +847.8111976511718 5862.93017578125 4.181778430938721 9.0 +847.8725015476666 5849.66552734375 4.180662631988525 9.0 +847.8929361799237 5850.55712890625 4.179832935333252 9.0 +847.9133709122107 5850.966796875 4.181206703186035 9.0 +847.9542400768623 5851.4990234375 4.181998252868652 9.0 +847.9746748092657 5857.4775390625 4.182651042938232 9.0 +847.9951093416894 5849.32958984375 4.1809773445129395 9.0 +848.0155440741219 5850.94140625 4.18080472946167 9.0 +848.0359787066118 5854.427734375 4.180783748626709 9.0 +848.0564132391228 5857.06640625 4.181793689727783 9.0 +848.0768479717008 5856.27392578125 4.180361747741699 9.0 +848.0972826043071 5859.80859375 4.181879997253418 9.0 +848.1177172369062 5856.1728515625 4.1816864013671875 9.0 +848.1381518695707 5856.4658203125 4.181073188781738 9.0 +848.1585865022644 5855.8427734375 4.180431842803955 9.0 +848.1790212349806 5861.763671875 4.181340217590332 9.0 +848.1994557677317 5847.46435546875 4.1796770095825195 9.0 +848.2198904005127 5852.958984375 4.1799845695495605 9.0 +848.2403251333453 5856.38427734375 4.1808037757873535 9.0 +848.2607597662136 5844.32080078125 4.179722785949707 9.0 +848.2811942990811 5853.884765625 4.181205749511719 9.0 +848.3016290320302 5848.337890625 4.180634498596191 9.0 +848.3220636649858 5847.158203125 4.17922830581665 9.0 +848.3424981979697 5843.2587890625 4.179793834686279 9.0 +848.362932930977 5846.0888671875 4.1799798011779785 9.0 +848.3833675640199 5845.4951171875 4.179810047149658 9.0 +848.403802197121 5849.12158203125 4.180520057678223 9.0 +848.4242368302148 5851.8486328125 4.180659294128418 9.0 +848.4446714633741 5848.849609375 4.180539608001709 9.0 +848.4651060965552 5847.36279296875 4.180016994476318 9.0 +848.4855407297728 5844.49169921875 4.179818630218506 9.0 +848.5059752630186 5844.056640625 4.180077075958252 9.0 +848.526409996266 5844.05517578125 4.179321765899658 9.0 +848.5468446295636 5848.98681640625 4.179462432861328 9.0 +848.6081485296745 5843.4267578125 4.17971658706665 9.0 +848.6285832631256 5842.181640625 4.179574012756348 9.0 +848.6490177965752 5841.9580078125 4.179996013641357 9.0 +848.6694524300474 5853.21533203125 4.179663181304932 9.0 +848.6898871635858 5838.2568359375 4.178569316864014 9.0 +848.7103216971154 5845.57080078125 4.178827285766602 9.0 +848.7307563306822 5845.4375 4.179375171661377 9.0 +848.751191064337 5848.38037109375 4.1795125007629395 9.0 +848.7716256979547 5844.54296875 4.179594039916992 9.0 +848.7920603316379 5840.57470703125 4.17832088470459 9.0 +848.8124949653211 5845.00537109375 4.17909049987793 9.0 +848.8329295990552 5849.44091796875 4.179544925689697 9.0 +848.8533642328257 5844.30517578125 4.17881965637207 9.0 +848.8737988665962 5846.802734375 4.179689884185791 9.0 +848.8942335004176 5840.57568359375 4.177671909332275 9.0 +848.9146682342762 5840.62255859375 4.17851448059082 9.0 +848.9351027681332 5845.0078125 4.1786041259765625 9.0 +848.9555375020427 5848.28125 4.178604602813721 9.0 +848.9759721359878 5843.3515625 4.178713798522949 9.0 +849.016841403929 5847.84912109375 4.178021430969238 9.0 +849.0577105719931 5840.2978515625 4.179048538208008 9.0 +849.0781453060772 5845.72802734375 4.179854869842529 9.0 +849.0985798401671 5835.23388671875 4.178206443786621 9.0 +849.1190144743159 5833.68408203125 4.177684307098389 9.0 +849.1394492084582 5839.68505859375 4.17816162109375 9.0 +849.1598837426354 5839.60791015625 4.178163051605225 9.0 +849.1803184768723 5847.2333984375 4.178661346435547 9.0 +849.2007531111012 5849.61376953125 4.178530216217041 9.0 +849.2211876453657 5847.650390625 4.17727518081665 9.0 +849.2416223796608 5851.24609375 4.17808723449707 9.0 +849.2620570140061 5839.71875 4.17788028717041 9.0 +849.2824915483579 5839.5673828125 4.177768230438232 9.0 +849.3029262827113 5841.38427734375 4.178569316864014 9.0 +849.3233609171148 5839.9716796875 4.178918361663818 9.0 +849.3437956515845 5846.2724609375 4.178726673126221 9.0 +849.3846648205144 5843.27099609375 4.178595542907715 9.0 +849.4050995549842 5841.89892578125 4.177210807800293 9.0 +849.4255340895688 5845.470703125 4.178424835205078 9.0 +849.4459687240887 5845.3671875 4.178046226501465 9.0 +849.4664034586749 5837.400390625 4.177021026611328 9.0 +849.4868380933185 5842.97021484375 4.177286624908447 9.0 +849.5072726279541 5839.5771484375 4.177301406860352 9.0 +849.5277073625984 5834.37841796875 4.177112579345703 9.0 +849.548141997293 5838.13623046875 4.176470756530762 9.0 +849.5685767319956 5840.33837890625 4.177790641784668 9.0 +849.5890112667548 5843.314453125 4.1774516105651855 9.0 +849.6094459015148 5843.1474609375 4.1777024269104 9.0 +849.6298806363266 5838.17724609375 4.177367687225342 9.0 +849.650315171144 5848.86669921875 4.178126811981201 9.0 +849.670749805955 5840.25927734375 4.176688194274902 9.0 +849.6911844408314 5844.85302734375 4.1778154373168945 9.0 +849.7116190757079 5838.8603515625 4.176904201507568 9.0 +849.732053810636 5829.25244140625 4.176014423370361 9.0 +849.7524883455699 5838.91015625 4.17549467086792 9.0 +849.7933577154909 5837.11376953125 4.176730632781982 9.0 +849.8137922505412 5836.08203125 4.176208019256592 9.0 +849.834226885534 5831.140625 4.175792694091797 9.0 +849.8546616206368 5843.56103515625 4.176876544952393 9.0 +849.8750961556871 5842.07861328125 4.176682949066162 9.0 +849.8955307907963 5845.5419921875 4.176687240600586 9.0 +849.9159655259573 5840.39013671875 4.175841808319092 9.0 +849.9364000610658 5833.88232421875 4.1753129959106445 9.0 +849.956834796234 5837.98876953125 4.176918029785156 9.0 +849.9772694314524 5831.10986328125 4.176235198974609 9.0 +849.9977040666781 5824.083984375 4.175205230712891 9.0 +850.0181387019038 5834.44580078125 4.1756391525268555 9.0 +850.0385733371804 5825.84716796875 4.173950672149658 9.0 +850.0590079724643 5834.60986328125 4.175822734832764 9.0 +850.0794426078064 5833.9384765625 4.176242351531982 9.0 +850.099877243083 5835.01953125 4.174853801727295 9.0 +850.1203119784841 5824.2822265625 4.1740899085998535 9.0 +850.1407466138262 5820.18798828125 4.17423677444458 9.0 +850.1611811492185 5827.5625 4.176060199737549 9.0 +850.1816158846777 5820.95849609375 4.175398826599121 9.0 +850.2020505201363 5821.77099609375 4.174530506134033 9.0 +850.2224850555867 5828.6396484375 4.175976276397705 9.0 +850.242919791046 5833.5537109375 4.175834655761719 9.0 +850.2633544265627 5822.09521484375 4.174576282501221 9.0 +850.2837889620714 5838.59423828125 4.175932884216309 9.0 +850.3042236976471 5827.5361328125 4.1739678382873535 9.0 +850.3246582332213 5834.84423828125 4.174367427825928 9.0 +850.3450929687897 5828.12939453125 4.175046920776367 9.0 +850.3859621400552 5837.32861328125 4.173829078674316 9.0 +850.4063968756818 5827.62158203125 4.174529075622559 9.0 +850.4268315113732 5832.8037109375 4.174537658691406 9.0 +850.4472660470637 5841.52880859375 4.175776481628418 9.0 +850.4677007827486 5829.552734375 4.173409938812256 9.0 +850.4881354184981 5823.6875 4.1735992431640625 9.0 +850.5085701542412 5829.1318359375 4.1750664710998535 9.0 +850.5290046900482 5829.92822265625 4.174676418304443 9.0 +850.5494393257977 5830.6484375 4.173974514007568 9.0 +850.5698740616644 5828.37451171875 4.174205780029297 9.0 +850.5903085974642 5818.23388671875 4.173631191253662 9.0 +850.6107432333301 5820.7333984375 4.173736095428467 9.0 +850.6311779691896 5820.49560546875 4.173406600952148 9.0 +850.6516126050556 5822.77197265625 4.173985004425049 9.0 +850.672047140979 5828.51416015625 4.173971176147461 9.0 +850.712916512879 5835.091796875 4.174849033355713 9.0 +850.7333511488032 5835.24560546875 4.1741228103637695 9.0 +850.7537857848365 5827.82275390625 4.173835754394531 9.0 +850.7742204208189 5823.0205078125 4.1736531257629395 9.0 +850.7946551568602 5831.8876953125 4.174229621887207 9.0 +850.8150896928346 5819.96337890625 4.173696517944336 9.0 +850.8559590649747 5828.21142578125 4.174360752105713 9.0 +850.8763936010655 5814.869140625 4.172511577606201 9.0 +850.8968283372233 5825.53564453125 4.174657344818115 9.0 +851.019436154209 5811.22265625 4.173135757446289 9.0 +851.0603053266896 5817.3359375 4.173539161682129 9.0 +851.0807400629637 5817.5302734375 4.173305988311768 9.0 +851.1216093355033 5818.87353515625 4.173364639282227 9.0 +851.1420439718349 5824.73974609375 4.173196792602539 9.0 +851.1624786081666 5817.123046875 4.172843933105469 9.0 +851.1829132444909 5821.203125 4.173202991485596 9.0 +851.2237825172706 5823.60400390625 4.173792362213135 9.0 +851.2442171536532 5813.400390625 4.172789573669434 9.0 +851.264651790043 5808.18212890625 4.1713714599609375 9.0 +851.2850865264918 5809.8134765625 4.171969890594482 9.0 +851.3055210629318 5814.603515625 4.172885894775391 9.0 +851.3259556993798 5824.12548828125 4.173355579376221 9.0 +851.3463904358214 5827.203125 4.174107551574707 9.0 +851.3668250723276 5811.94189453125 4.171867847442627 9.0 +851.3872596088331 5813.62158203125 4.171821594238281 9.0 +851.4076943453401 5816.2392578125 4.172931671142578 9.0 +851.4281289818391 5811.14501953125 4.173372745513916 9.0 +851.4485635184028 5808.37109375 4.171497821807861 9.0 +851.4689982549608 5820.27001953125 4.173006057739258 9.0 +851.4894328915252 5811.64794921875 4.172796249389648 9.0 +851.5098676281486 5812.0595703125 4.172669410705566 9.0 +851.5303021647123 5822.66259765625 4.173219203948975 9.0 +851.5507368013277 5818.67333984375 4.172543525695801 9.0 +851.5711715379512 5816.09521484375 4.17167329788208 9.0 +851.5916060745658 5824.17138671875 4.173300743103027 9.0 +851.6120407112467 5810.71630859375 4.171163558959961 9.0 +851.6324753479275 5822.30712890625 4.17302131652832 9.0 +851.6529099846084 5813.537109375 4.17275333404541 9.0 +851.6733447212828 5812.83642578125 4.171481132507324 9.0 +851.6937792580211 5823.552734375 4.172711372375488 9.0 +851.7142138946947 5811.4453125 4.171947479248047 9.0 +851.7346486314345 5818.3779296875 4.172589302062988 9.0 +851.7550831682311 5808.435546875 4.172004699707031 9.0 +851.7755178049701 5810.68603515625 4.172395706176758 9.0 +851.7959525417027 5798.2978515625 4.1716227531433105 9.0 +851.8163871785 5805.2080078125 4.171443462371826 9.0 +851.8368217152893 5804.7138671875 4.1722025871276855 9.0 +851.8776910889428 5813.59521484375 4.171175479888916 9.0 +851.898125725791 5815.10009765625 4.17213773727417 9.0 +851.938994999502 5807.6708984375 4.171176433563232 9.0 +851.959429736351 5806.1201171875 4.170673370361328 9.0 +851.9798642732057 5809.06494140625 4.170903205871582 9.0 +852.0002989101195 5810.78759765625 4.171150207519531 9.0 +852.0207336470266 5819.1533203125 4.171124458312988 9.0 +852.0411681839396 5814.15673828125 4.172125339508057 9.0 +852.061602920854 5812.88818359375 4.171833515167236 9.0 +852.0820375577605 5804.15771484375 4.170751571655273 9.0 +852.1024720947316 5812.060546875 4.171188831329346 9.0 +852.1229068317043 5807.46484375 4.171257019042969 9.0 +852.1637760056401 5812.82763671875 4.171631336212158 9.0 +852.1842107426128 5809.2607421875 4.171685218811035 9.0 +852.2046453795774 5807.64501953125 4.170302867889404 9.0 +852.2250799166068 5806.86865234375 4.1709723472595215 9.0 +852.2455146536377 5808.376953125 4.169694900512695 9.0 +852.2659491906597 5804.52880859375 4.169844627380371 9.0 +852.2863839276906 5814.666015625 4.170618534088135 9.0 +852.3068185647207 5808.11181640625 4.170546054840088 9.0 +852.327253101801 5824.86279296875 4.172562599182129 9.0 +852.3476878388319 5826.40771484375 4.171848297119141 9.0 +852.3681224759202 5820.67822265625 4.171159744262695 9.0 +852.3885571130013 5809.958984375 4.170847415924072 9.0 +852.4089917500896 5817.173828125 4.171617031097412 9.0 +852.4294263872362 5807.7333984375 4.170429229736328 9.0 +852.4498610243172 5813.60107421875 4.17026948928833 9.0 +852.4702956614055 5810.51220703125 4.171267986297607 9.0 +852.4907302985521 5808.41943359375 4.1707658767700195 9.0 +852.5111650356921 5809.69921875 4.170193672180176 9.0 +852.5315996728386 5810.94384765625 4.171017646789551 9.0 +852.5520342099844 5819.333984375 4.171084880828857 9.0 +852.5724689471244 5823.4306640625 4.171604633331299 9.0 +852.5929035843292 5822.03759765625 4.170314788818359 9.0 +852.613338121475 5818.28271484375 4.171529769897461 9.0 +852.6337728586732 5816.1630859375 4.170291423797607 9.0 +852.6542074958779 5826.767578125 4.171814441680908 9.0 +852.6950767702801 5809.97119140625 4.16974401473999 9.0 +852.7155114074849 5824.88623046875 4.170434474945068 9.0 +852.7359461446831 5811.626953125 4.170135974884033 9.0 +852.7563806819453 5814.69921875 4.170894622802734 9.0 +852.77681531915 5819.22021484375 4.171876430511475 9.0 +852.7972500564065 5813.08251953125 4.17104959487915 9.0 +852.8176845936687 5811.5498046875 4.170919895172119 9.0 +852.8381192309316 5807.28125 4.170640468597412 9.0 +852.8585539681881 5808.84521484375 4.170820236206055 9.0 +852.8789885054503 5824.17236328125 4.172229290008545 9.0 +852.899423242714 5825.30615234375 4.170967102050781 9.0 +852.9198577799689 5816.837890625 4.17034387588501 9.0 +852.94029241729 5816.2451171875 4.1705241203308105 9.0 +852.9607271545538 5815.54248046875 4.170876502990723 9.0 +852.9811616918741 5823.29638671875 4.171899318695068 9.0 +853.0220310664517 5815.9169921875 4.17092227935791 9.0 +853.0629003410868 5813.99169921875 4.170393466949463 9.0 +853.083334978408 5816.5966796875 4.170649528503418 9.0 +853.1242042531012 5814.8330078125 4.170506954193115 9.0 +853.1446388904224 5817.9501953125 4.170867919921875 9.0 +853.1650735277362 5819.3232421875 4.171430587768555 9.0 +853.1855082651164 5817.5556640625 4.1706037521362305 9.0 +853.2059428024368 5816.86376953125 4.171097755432129 9.0 +853.2263774398089 5812.72021484375 4.170439720153809 9.0 +853.246812177189 5821.2763671875 4.170759677886963 9.0 +853.2672467145676 5822.91650390625 4.171294689178467 9.0 +853.2876814519404 5820.1552734375 4.171424865722656 9.0 +853.3081160892616 5819.060546875 4.170652866363525 9.0 +853.3285506266402 5820.41552734375 4.170747756958008 9.0 +853.3489853640131 5822.76806640625 4.169524669647217 9.0 +853.3694200014506 5820.38671875 4.170058250427246 9.0 +853.3898545388292 5821.94384765625 4.170638084411621 9.0 +853.4102892762021 5812.96142578125 4.170023441314697 9.0 +853.4307239135815 5824.83837890625 4.170507907867432 9.0 +853.4715931883911 5830.017578125 4.171448707580566 9.0 +853.4920278257705 5822.21533203125 4.171016216278076 9.0 +853.5124624632008 5815.9990234375 4.169891834259033 9.0 +853.5328971005802 5823.99755859375 4.171784400939941 9.0 +853.5533317380177 5819.76904296875 4.172030448913574 9.0 +853.5737663753971 5813.3740234375 4.170332908630371 9.0 +853.5942010128274 5825.55224609375 4.171800136566162 9.0 +853.6146356502068 5823.52880859375 4.171710968017578 9.0 +853.6350702876371 5824.763671875 4.171884059906006 9.0 +853.6555049250746 5826.4150390625 4.172338962554932 9.0 +853.675939662513 5813.5673828125 4.170721054077148 9.0 +853.6963742999433 5817.21435546875 4.171006202697754 9.0 +853.7168088373219 5815.82080078125 4.17080020904541 9.0 +853.7372435747602 5811.4970703125 4.17077112197876 9.0 +853.7576782121905 5827.86279296875 4.1721086502075195 9.0 +853.7781127496273 5824.72412109375 4.172240734100342 9.0 +853.7985474870657 5826.2333984375 4.171960830688477 9.0 +853.818982124496 5821.95068359375 4.171053886413574 9.0 +853.8394168619343 5822.68896484375 4.171720504760742 9.0 +853.8598513993711 5825.615234375 4.171423435211182 9.0 +853.8802860368014 5826.31982421875 4.172171115875244 9.0 +853.9211553116766 5834.53759765625 4.172544956207275 9.0 +853.9415899491069 5826.2119140625 4.172651767730713 9.0 +853.9824592239238 5830.41357421875 4.172609329223633 9.0 +854.0028938614123 5818.2021484375 4.172149658203125 9.0 +854.0233285987924 5827.3330078125 4.173000812530518 9.0 +854.0437631362875 5824.73583984375 4.17221736907959 9.0 +854.0641978736603 5826.69970703125 4.172281265258789 9.0 +854.0846325110979 5820.92431640625 4.171339988708496 9.0 +854.1050670485347 5828.51513671875 4.172300815582275 9.0 +854.1255017859658 5831.11328125 4.173233985900879 9.0 +854.1459363234026 5830.05908203125 4.171910285949707 9.0 +854.1663710608409 5826.6279296875 4.172937393188477 9.0 +854.1868056982712 5829.51025390625 4.172842979431152 9.0 +854.2072403357088 5826.11376953125 4.172794818878174 9.0 +854.2276748730874 5827.5029296875 4.173375129699707 9.0 +854.2481096105184 5827.06396484375 4.1729736328125 9.0 +854.268544247956 5834.21533203125 4.173694133758545 9.0 +854.2889788853936 5830.560546875 4.172920227050781 9.0 +854.3094135228239 5836.87890625 4.173764228820801 9.0 +854.3298481602033 5841.49609375 4.174306869506836 9.0 +854.3502827976408 5835.8623046875 4.173841953277588 9.0 +854.3707174350129 5850.46728515625 4.174940586090088 9.0 +854.3911520724505 5839.42333984375 4.173653602600098 9.0 +854.4115868098888 5837.87841796875 4.1736674308776855 9.0 +854.4320213472602 5835.94921875 4.173461437225342 9.0 +854.4524560846403 5830.76318359375 4.172549724578857 9.0 +854.4728907220706 5826.0546875 4.172386169433594 9.0 +854.5137599968875 5830.8017578125 4.173190593719482 9.0 +854.5341946342669 5835.0869140625 4.17332124710083 9.0 +854.5546291716382 5842.70654296875 4.173844337463379 9.0 +854.5750639090184 5842.85791015625 4.173942565917969 9.0 +854.5954985463904 5839.294921875 4.1728835105896 9.0 +854.615933083769 5839.0810546875 4.173288822174072 9.0 +854.6363678211492 5839.072265625 4.173638343811035 9.0 +854.6568024585285 5838.505859375 4.173270225524902 9.0 +854.6772371959014 5848.56005859375 4.174139022827148 9.0 +854.6976717332218 5841.5810546875 4.174257755279541 9.0 +854.7181063705939 5843.7841796875 4.173428058624268 9.0 +854.738541007915 5837.2197265625 4.172973155975342 9.0 +854.7589756452944 5845.23681640625 4.173282623291016 9.0 +854.7794102826156 5843.26318359375 4.17356538772583 9.0 +854.7998449199877 5847.35791015625 4.1742377281188965 9.0 +854.8202795573088 5847.5927734375 4.172973155975342 9.0 +854.8407142946235 5836.6357421875 4.173392295837402 9.0 +854.881583469265 5846.90380859375 4.1740946769714355 9.0 +854.9224528439008 5854.357421875 4.174128532409668 9.0 +854.9428873812212 5850.34765625 4.174384593963623 9.0 +854.9633221184777 5845.4287109375 4.174349784851074 9.0 +854.9837567557988 5845.47314453125 4.17401647567749 9.0 +855.004191293061 5846.0830078125 4.174618721008301 9.0 +855.0246260303757 5852.724609375 4.174980640411377 9.0 +855.0450606676386 5852.3388671875 4.174731254577637 9.0 +855.0654954049023 5848.21826171875 4.174654960632324 9.0 +855.0859299421572 5850.18603515625 4.174591541290283 9.0 +855.1063645794202 5859.396484375 4.1756792068481445 9.0 +855.1267993166839 5855.93701171875 4.174767017364502 9.0 +855.1472338538806 5855.94677734375 4.1749043464660645 9.0 +855.1676684911436 5865.99658203125 4.175967216491699 9.0 +855.1881032283491 5858.97607421875 4.174755573272705 9.0 +855.2085377655458 5852.9921875 4.174754619598389 9.0 +855.2289725028095 5862.8427734375 4.175416469573975 9.0 +855.2494071400142 5858.93115234375 4.175461769104004 9.0 +855.2698416772109 5858.94677734375 4.175365924835205 9.0 +855.2902764144164 5855.1201171875 4.174032211303711 9.0 +855.310711051563 5861.27587890625 4.175894737243652 9.0 +855.3311455887597 5862.36328125 4.17526912689209 9.0 +855.351580325907 5861.89013671875 4.175764083862305 9.0 +855.3720149631117 5867.96728515625 4.176011562347412 9.0 +855.392449600251 5870.16650390625 4.175600051879883 9.0 +855.4128842373975 5862.91796875 4.174800872802734 9.0 +855.433318874544 5862.35400390625 4.1752471923828125 9.0 +855.4537535116251 5864.6787109375 4.174686431884766 9.0 +855.49462278586 5863.70947265625 4.174310684204102 9.0 +855.515057422941 5856.96044921875 4.174529552459717 9.0 +855.5354920600876 5861.177734375 4.1752777099609375 9.0 +855.5559266971759 5869.0048828125 4.1757121086120605 9.0 +855.5763614341995 5867.388671875 4.175388813018799 9.0 +855.5967959712871 5870.236328125 4.176090717315674 9.0 +855.6172307083762 5871.36181640625 4.1757025718688965 9.0 +855.637665345399 5868.64990234375 4.175295829772949 9.0 +855.678534619452 5869.85986328125 4.175378322601318 9.0 +855.6989692564821 5866.15673828125 4.174954891204834 9.0 +855.7194037935114 5873.37548828125 4.176112174987793 9.0 +855.7398385304841 5861.62109375 4.1751885414123535 9.0 +855.7602731674488 5876.06494140625 4.176661968231201 9.0 +855.7807077044781 5866.26318359375 4.175313949584961 9.0 +855.8011424413853 5872.822265625 4.176269054412842 9.0 +855.8215770783572 5868.3291015625 4.175767421722412 9.0 +855.8420118153299 5872.6640625 4.176210403442383 9.0 +855.8624463522356 5874.267578125 4.1759209632873535 9.0 +855.8828809891493 5873.55908203125 4.175690174102783 9.0 +855.9237502629694 5872.50390625 4.1757354736328125 9.0 +855.9441848998831 5882.8603515625 4.177340507507324 9.0 +855.9646196367976 5873.65478515625 4.1759748458862305 9.0 +855.985054173645 5866.43115234375 4.175037384033203 9.0 +856.0054888105005 5884.00390625 4.177068710327148 9.0 +856.0259235473568 5881.1220703125 4.176778316497803 9.0 +856.046358084146 5880.4501953125 4.176881313323975 9.0 +856.0667928210023 5879.865234375 4.177331924438477 9.0 +856.0872274577996 5879.96533203125 4.176860332489014 9.0 +856.1076620945896 5880.90087890625 4.1765336990356445 9.0 +856.1280967313869 5883.9375 4.177458763122559 9.0 +856.1485313681842 5873.21875 4.17706298828125 9.0 +856.1689659049152 5866.859375 4.17588996887207 9.0 +856.1894006416551 5878.41259765625 4.177085876464844 9.0 +856.2098352783942 5880.19384765625 4.177020072937012 9.0 +856.2302700151267 5877.09765625 4.1768035888671875 9.0 +856.250704551865 5891.70703125 4.178389549255371 9.0 +856.2711391885459 5871.91259765625 4.175631046295166 9.0 +856.2915739252203 5883.8798828125 4.176827907562256 9.0 +856.3120084619004 5895.26318359375 4.1778564453125 9.0 +856.3324430985813 5888.0654296875 4.176835060119629 9.0 +856.3528778351974 5882.42578125 4.176769256591797 9.0 +856.393747008442 5887.92578125 4.1772847175598145 9.0 +856.4141817450582 5889.12890625 4.177340984344482 9.0 +856.4346162816801 5885.83251953125 4.176898002624512 9.0 +856.4550510182453 5893.07666015625 4.178109169006348 9.0 +856.4754856548025 5889.90234375 4.17694091796875 9.0 +856.495920191308 5891.84912109375 4.177857398986816 9.0 +856.5163549278659 5881.24267578125 4.176549911499023 9.0 +856.5367895643722 5888.56103515625 4.176696300506592 9.0 +856.5572242008784 5905.95068359375 4.178682327270508 9.0 +856.5776588373847 5887.3828125 4.177318096160889 9.0 +856.5980934738254 5891.21826171875 4.177677154541016 9.0 +856.6185282103324 5892.39794921875 4.177579879760742 9.0 +856.6389627467724 5894.48974609375 4.177880764007568 9.0 +856.6593973831623 5895.1328125 4.17756986618042 9.0 +856.7002666560002 5900.7265625 4.178677558898926 9.0 +856.7207012923827 5902.60205078125 4.178269386291504 9.0 +856.7411359287144 5902.70703125 4.178671836853027 9.0 +856.7615705650969 5896.16064453125 4.1774749755859375 9.0 +856.7820052014285 5899.64501953125 4.1780571937561035 9.0 +856.8024399377609 5895.44091796875 4.178075790405273 9.0 +856.8228744740336 5894.61767578125 4.178014755249023 9.0 +856.8433092103587 5903.23583984375 4.179028034210205 9.0 +856.8637438465739 5900.244140625 4.178606986999512 9.0 +856.9046131191135 5903.1142578125 4.178563594818115 9.0 +856.9250477553287 5892.0546875 4.177840232849121 9.0 +856.9454822915432 5898.1435546875 4.178013324737549 9.0 +856.9659170276936 5896.365234375 4.1782917976379395 9.0 +856.9863516638507 5899.88818359375 4.1787495613098145 9.0 +857.0067864000594 5900.8974609375 4.178709506988525 9.0 +857.0272209361574 5903.794921875 4.178990840911865 9.0 +857.0476555722562 5908.24755859375 4.179466724395752 9.0 +857.0680903084067 5890.8369140625 4.177404403686523 9.0 +857.0885248444465 5897.794921875 4.17884635925293 9.0 +857.1089594805453 5906.6083984375 4.179424285888672 9.0 +857.1293942165794 5907.87841796875 4.179553508758545 9.0 +857.1498287526192 5906.40673828125 4.17919921875 9.0 +857.1702633886016 5902.001953125 4.178493499755859 9.0 +857.1906981245775 5903.3330078125 4.178859233856201 9.0 +857.2111326605591 5901.68212890625 4.178840160369873 9.0 +857.2315673965422 5903.9755859375 4.17872428894043 9.0 +857.2520020324591 5915.25341796875 4.17938232421875 9.0 +857.2724366683833 5907.19970703125 4.178345680236816 9.0 +857.2928713043075 5905.63037109375 4.17889928817749 9.0 +857.3133059401662 5908.55859375 4.180013179779053 9.0 +857.3337404760314 5904.099609375 4.1784539222717285 9.0 +857.3541752118981 5907.90576171875 4.178933143615723 9.0 +857.3746098476986 5910.36083984375 4.179557800292969 9.0 +857.3950444835064 5913.86181640625 4.179017543792725 9.0 +857.4154791193141 5913.92333984375 4.179030895233154 9.0 +857.4359137550564 5913.0556640625 4.178645133972168 9.0 +857.4563484908067 5913.0859375 4.17832612991333 9.0 +857.4767830265555 5913.81591796875 4.179429054260254 9.0 +857.4972176622396 5909.77197265625 4.178732872009277 9.0 +857.5176523979317 5919.404296875 4.179283618927002 9.0 +857.538086933564 5903.66357421875 4.178305149078369 9.0 +857.5585215692481 5906.63720703125 4.178565502166748 9.0 +857.5789563048238 5914.921875 4.179458141326904 9.0 +857.5993908404562 5910.44189453125 4.178555011749268 9.0 +857.6198255760246 5921.27099609375 4.178305149078369 9.0 +857.6402602115995 5923.4990234375 4.17915153503418 9.0 +857.6606947471155 5916.998046875 4.1780595779418945 9.0 +857.6811294826839 5918.36962890625 4.1795549392700195 9.0 +857.7015641181424 5916.0771484375 4.179147720336914 9.0 +857.7219987536519 5907.63671875 4.178455829620361 9.0 +857.7424333891104 5910.9833984375 4.177751064300537 9.0 +857.7628680245689 5909.03271484375 4.178891181945801 9.0 +857.7833027599627 5920.64990234375 4.179621696472168 9.0 +857.8037372953622 5919.40283203125 4.1794281005859375 9.0 +857.8241719307043 5916.1787109375 4.178884506225586 9.0 +857.8446066660399 5910.66357421875 4.17812967300415 9.0 +857.865041301382 5917.92333984375 4.179234504699707 9.0 +857.8854758367233 5915.185546875 4.179210186004639 9.0 +857.9059105720007 5924.78857421875 4.179984092712402 9.0 +857.9263452072264 5918.419921875 4.17957067489624 9.0 +857.9467797424513 5912.85400390625 4.1787919998168945 9.0 +857.9672144777287 5915.9755859375 4.179583549499512 9.0 +857.9876490128954 5909.20458984375 4.178802490234375 9.0 +858.0080837480637 5912.85546875 4.1792426109313965 9.0 +858.0285183832239 5907.2001953125 4.178551197052002 9.0 +858.0489529183324 5914.4873046875 4.1790971755981445 9.0 +858.0693876534424 5919.3916015625 4.179661750793457 9.0 +858.0898222884862 5912.17138671875 4.179300785064697 9.0 +858.1102568235365 5915.33203125 4.179409503936768 9.0 +858.1306915585883 5918.24462890625 4.1793646812438965 9.0 +858.1715609285675 5911.5341796875 4.1790900230407715 9.0 +858.1919954635596 5912.51318359375 4.178591728210449 9.0 +858.2328648333641 5921.34765625 4.178730010986328 9.0 +858.253299368298 5914.1748046875 4.177586078643799 9.0 +858.2941687379862 5932.06640625 4.180440902709961 9.0 +858.3146032728037 5931.10791015625 4.180868148803711 9.0 +858.3350379075564 5923.5 4.179356098175049 9.0 +858.3554726423754 5920.83056640625 4.179435729980469 9.0 +858.3759071770764 5923.69287109375 4.179263591766357 9.0 +858.3963419117717 5919.27099609375 4.179609775543213 9.0 +858.4167765464736 5925.296875 4.180281162261963 9.0 +858.4372111811754 5927.94970703125 4.1805267333984375 9.0 +858.4576458157535 5920.22314453125 4.179010391235352 9.0 +858.4780804503971 5927.38037109375 4.180308818817139 9.0 +858.4985150849825 5927.01904296875 4.179421901702881 9.0 +858.5189497195606 5922.9638671875 4.180204391479492 9.0 +858.5393843540878 5919.77001953125 4.17969274520874 9.0 +858.5598189886077 5920.6796875 4.179860591888428 9.0 +858.5802537230775 5917.1767578125 4.179361820220947 9.0 +858.6006882575457 5922.44140625 4.180062770843506 9.0 +858.62112299195 5919.64892578125 4.179304122924805 9.0 +858.64155752636 5925.560546875 4.180004596710205 9.0 +858.6824268951168 5918.7734375 4.179263114929199 9.0 +858.7028614294104 5923.1923828125 4.179773330688477 9.0 +858.7232960637048 5920.52685546875 4.178804874420166 9.0 +858.7437307979926 5918.37744140625 4.178765773773193 9.0 +858.764165332228 5916.9697265625 4.178874492645264 9.0 +858.7846000664649 5911.82958984375 4.178206443786621 9.0 +858.8459039689333 5914.322265625 4.178743362426758 9.0 +858.8663386031039 5921.54638671875 4.179026126861572 9.0 +858.907207871227 5921.20361328125 4.178802967071533 9.0 +858.927642505223 5920.7451171875 4.179619312286377 9.0 +858.9480771392264 5925.798828125 4.180108070373535 9.0 +858.9685117732297 5920.66748046875 4.179468631744385 9.0 +858.9889464071093 5912.25634765625 4.178726673126221 9.0 +859.009381140997 5914.90771484375 4.178699970245361 9.0 +859.0298156748831 5921.666015625 4.178930282592773 9.0 +859.0502503087628 5915.32275390625 4.178908824920654 9.0 +859.070685042534 5921.27197265625 4.179625988006592 9.0 +859.0911196764209 5917.685546875 4.1791887283325195 9.0 +859.1115542101834 5917.853515625 4.1782732009887695 9.0 +859.1319889438382 5910.77197265625 4.179357528686523 9.0 +859.1524235776087 5918.19482421875 4.179433345794678 9.0 +859.1728582112555 5911.3564453125 4.177899360656738 9.0 +859.1932928449096 5917.11376953125 4.1786346435546875 9.0 +859.2137274785637 5917.8916015625 4.179462432861328 9.0 +859.2341622120948 5930.72314453125 4.179749488830566 9.0 +859.2545967457481 5917.67724609375 4.179284572601318 9.0 +859.275031279285 5917.24609375 4.17849588394165 9.0 +859.3159006462374 5913.77294921875 4.177638053894043 9.0 +859.3363351796579 5920.27197265625 4.178943634033203 9.0 +859.3567699130726 5916.86572265625 4.179227352142334 9.0 +859.3772045463775 5918.10693359375 4.178138256072998 9.0 +859.4180738130963 5910.14111328125 4.1785054206848145 9.0 +859.4385084464011 5908.65576171875 4.177621841430664 9.0 +859.4589431795903 5913.34912109375 4.178654193878174 9.0 +859.4793777128871 5916.392578125 4.178038120269775 9.0 +859.4998123460755 5912.1875 4.177269458770752 9.0 +859.5202470792574 5917.58740234375 4.1783928871154785 9.0 +859.5406816123286 5908.818359375 4.177709102630615 9.0 +859.5611163454014 5912.251953125 4.178280353546143 9.0 +859.6019856115381 5908.30712890625 4.177621841430664 9.0 +859.6224202446101 5911.3212890625 4.178554534912109 9.0 +859.663289510514 5912.416015625 4.179074764251709 9.0 +859.6837241433532 5912.224609375 4.178098678588867 9.0 +859.7041587763088 5906.06884765625 4.177304267883301 9.0 +859.7245934091407 5911.51708984375 4.178318977355957 9.0 +859.7450281418642 5907.05517578125 4.178037166595459 9.0 +859.7654626746953 5912.3701171875 4.17932653427124 9.0 +859.7858974074188 5907.5361328125 4.178889751434326 9.0 +859.8063320401416 5907.6162109375 4.178569793701172 9.0 +859.8267665728636 5902.77392578125 4.178328990936279 9.0 +859.8472013054634 5906.27685546875 4.177450656890869 9.0 +859.888070470668 5909.984375 4.179067611694336 9.0 +859.9085052031587 5906.0703125 4.177366256713867 9.0 +859.9289397357643 5903.0615234375 4.178475379943848 9.0 +859.9698091006212 5904.57421875 4.178311347961426 9.0 +859.990243632994 5903.96337890625 4.177647590637207 9.0 +860.0106783654774 5898.37744140625 4.178102016448975 9.0 +860.0311129977345 5892.65380859375 4.17765998840332 9.0 +860.0515475301072 5901.88134765625 4.178028583526611 9.0 +860.0719822623578 5907.18798828125 4.178837299346924 9.0 +860.0924168946149 5908.0556640625 4.178183078765869 9.0 +860.1128515267555 5907.587890625 4.1776885986328125 9.0 +860.1332861590054 5907.31103515625 4.177933692932129 9.0 +860.153720791146 5902.76416015625 4.177692890167236 9.0 +860.1945900553037 5898.96142578125 4.177072048187256 9.0 +860.215024687328 5895.34765625 4.176205635070801 9.0 +860.235459419353 5898.357421875 4.176896095275879 9.0 +860.2558939512528 5893.33251953125 4.176115036010742 9.0 +860.2763285831606 5898.921875 4.177204608917236 9.0 +860.2967633150693 5893.99658203125 4.177656650543213 9.0 +860.3171979469698 5898.212890625 4.176642417907715 9.0 +860.3376325787613 5893.9072265625 4.175973892211914 9.0 +860.3785018422204 5889.3369140625 4.176614761352539 9.0 +860.3989364740119 5893.9013671875 4.176319122314453 9.0 +860.4398057372382 5898.80908203125 4.176501750946045 9.0 +860.4602403689132 5894.23828125 4.176543712615967 9.0 +860.4806750004718 5898.3525390625 4.176024913787842 9.0 +860.5011096320231 5894.7119140625 4.176214694976807 9.0 +860.5215442634653 5894.92529296875 4.176362991333008 9.0 +860.5419788949075 5894.712890625 4.176799774169922 9.0 +860.5624136263432 5888.0517578125 4.175807952880859 9.0 +860.5828481576682 5892.51953125 4.175921440124512 9.0 +860.603282788994 5888.22509765625 4.175079822540283 9.0 +860.6237175203132 5887.205078125 4.175563335418701 9.0 +860.6441520516382 5893.17431640625 4.1762847900390625 9.0 +860.6645866828476 5886.3427734375 4.174073219299316 9.0 +860.6850214140504 5913.306640625 4.176899433135986 9.0 +860.7054559451426 5898.666015625 4.174551486968994 9.0 +860.746325307322 5881.4130859375 4.17450475692749 9.0 +860.7667598384141 5888.9248046875 4.175013542175293 9.0 +860.7871945693914 5895.15283203125 4.1761651039123535 9.0 +860.8280638313372 5890.59326171875 4.175625324249268 9.0 +860.8689330930501 5891.43896484375 4.175720691680908 9.0 +860.8893677237938 5885.5146484375 4.174712657928467 9.0 +860.9098023545375 5872.33740234375 4.17378044128418 9.0 +860.930236985274 5892.30810546875 4.1768341064453125 9.0 +860.9506717160184 5871.66943359375 4.174126625061035 9.0 +860.9711063466384 5875.51953125 4.1745123863220215 9.0 +860.9915408772649 5885.080078125 4.174953460693359 9.0 +861.0324102383966 5886.0 4.17459774017334 9.0 +861.0528447687902 5883.4990234375 4.174716949462891 9.0 +861.0732794993019 5880.58056640625 4.173915386199951 9.0 +861.093714129689 5879.74072265625 4.174121379852295 9.0 +861.1141487600835 5883.02685546875 4.174377918243408 9.0 +861.1345833903615 5873.70947265625 4.173168182373047 9.0 +861.1754526509103 5876.845703125 4.173831939697266 9.0 +861.2163218113419 5877.33056640625 4.174294948577881 9.0 +861.2367565415043 5880.22412109375 4.1743268966674805 9.0 +861.2776257015867 5877.29541015625 4.17366886138916 9.0 +861.3184950615614 5884.87255859375 4.1741790771484375 9.0 +861.3389297914837 5878.173828125 4.173427104949951 9.0 +861.3593643212953 5879.3349609375 4.173763275146484 9.0 +861.3797989512241 5885.31884765625 4.174047946929932 9.0 +861.4002336809135 5870.869140625 4.172809600830078 9.0 +861.4411028404211 5874.41357421875 4.173373222351074 9.0 +861.4615375701105 5868.60498046875 4.1723432540893555 9.0 +861.4819721996901 5870.9287109375 4.173022270202637 9.0 +861.5024067292688 5874.05224609375 4.173393726348877 9.0 +861.5228414588419 5863.01171875 4.171947956085205 9.0 +861.543276088305 5872.5166015625 4.172883987426758 9.0 +861.5637107177608 5885.52001953125 4.174248695373535 9.0 +861.584145347224 5863.9677734375 4.171396255493164 9.0 +861.6045799765707 5869.09765625 4.171022891998291 9.0 +861.6250147059109 5867.34912109375 4.172262668609619 9.0 +861.6454492352568 5865.45849609375 4.171092510223389 9.0 +861.6863185935945 5867.20947265625 4.172091960906982 9.0 +861.706753122824 5861.9970703125 4.171784400939941 9.0 +861.7271878519387 5866.06005859375 4.171896934509277 9.0 +861.7476224809288 5866.01904296875 4.172530174255371 9.0 +861.768057010042 5859.796875 4.17167329788208 9.0 +861.8089262679132 5855.67578125 4.170230865478516 9.0 +861.8293608967942 5863.99169921875 4.171087741851807 9.0 +861.849795625676 5862.77392578125 4.170996189117432 9.0 +861.8702301544399 5868.71826171875 4.1703996658325195 9.0 +861.8906647831973 5868.01123046875 4.171259880065918 9.0 +861.9110995119627 5865.36376953125 4.169600963592529 9.0 +861.9315340406029 5864.8291015625 4.170030117034912 9.0 +861.9519687692518 5863.23681640625 4.171387672424316 9.0 +861.9724033977836 5860.783203125 4.170909881591797 9.0 +861.9928380263082 5861.02392578125 4.170589923858643 9.0 +862.01327265484 5863.2470703125 4.171126842498779 9.0 +862.0337072832554 5861.1171875 4.171431541442871 9.0 +862.0541419116635 5855.2587890625 4.170111656188965 9.0 +862.0745765400789 5859.419921875 4.170892715454102 9.0 +862.0950111683778 5860.92626953125 4.1707000732421875 9.0 +862.1154457965531 5861.181640625 4.169999122619629 9.0 +862.1563150530346 5851.82177734375 4.169135093688965 9.0 +862.1767497810943 5858.787109375 4.171347618103027 9.0 +862.1971844091604 5856.8994140625 4.170045852661133 9.0 +862.2176189372258 5858.70361328125 4.171381950378418 9.0 +862.2584882931187 5853.90625 4.1709980964660645 9.0 +862.2789228210677 5850.14501953125 4.170703411102295 9.0 +862.2993575488945 5843.28662109375 4.169164657592773 9.0 +862.3197921767278 5852.0048828125 4.170794486999512 9.0 +862.3402269044454 5858.1025390625 4.170907497406006 9.0 +862.3606614321543 5862.9248046875 4.172149658203125 9.0 +862.3810960597548 5853.76611328125 4.1706318855285645 9.0 +862.4015306873553 5848.08740234375 4.17020845413208 9.0 +862.4219653149485 5844.0458984375 4.169967174530029 9.0 +862.4423999424325 5847.33349609375 4.170304298400879 9.0 +862.4628345699166 5844.919921875 4.170014381408691 9.0 +862.4832691973934 5847.73486328125 4.169464588165283 9.0 +862.503703824761 5857.982421875 4.171169281005859 9.0 +862.5241384520123 5855.35546875 4.170475482940674 9.0 +862.5445730793726 5854.326171875 4.1702189445495605 9.0 +862.5650078065082 5854.9189453125 4.1702423095703125 9.0 +862.5854423337587 5847.05078125 4.1690521240234375 9.0 +862.6058769608862 5845.62939453125 4.170527458190918 9.0 +862.6263116879054 5848.28662109375 4.170748233795166 9.0 +862.646746214923 5850.45751953125 4.170660972595215 9.0 +862.6671808419342 5847.58642578125 4.170679569244385 9.0 +862.6876155688369 5847.630859375 4.170264720916748 9.0 +862.7080501957389 5852.12841796875 4.170024871826172 9.0 +862.7284848226336 5851.36181640625 4.169683456420898 9.0 +862.7489194494192 5844.26708984375 4.170603275299072 9.0 +862.7693540761975 5847.8916015625 4.170981407165527 9.0 +862.7897888028674 5837.91845703125 4.170302391052246 9.0 +862.8306579560885 5833.9072265625 4.170037269592285 9.0 +862.8715272090703 5828.33203125 4.169369697570801 9.0 +862.8919618354994 5837.03125 4.170825481414795 9.0 +862.9123965619365 5842.59619140625 4.169409275054932 9.0 +862.9328310882556 5840.11083984375 4.169146537780762 9.0 +862.953265814569 5838.85791015625 4.169257640838623 9.0 +862.9737004407725 5835.7470703125 4.169040203094482 9.0 +862.9941349669753 5837.81396484375 4.169663429260254 9.0 +863.0145696931722 5838.732421875 4.169412612915039 9.0 +863.0350043191429 5838.17626953125 4.1696014404296875 9.0 +863.0554388452292 5842.78955078125 4.170083999633789 9.0 +863.0758735711934 5844.8232421875 4.169567108154297 9.0 +863.0963080971633 5830.67919921875 4.16836404800415 9.0 +863.1167427230175 5827.76513671875 4.168251991271973 9.0 +863.1371774488653 5827.9296875 4.169084072113037 9.0 +863.1576119746023 5831.4833984375 4.169841289520264 9.0 +863.1780467003409 5838.82373046875 4.170809268951416 9.0 +863.1984813260715 5827.921875 4.168928146362305 9.0 +863.2393505771979 5839.80126953125 4.170022964477539 9.0 +863.259785202812 5835.23583984375 4.168698310852051 9.0 +863.2802198282006 5838.85546875 4.169532299041748 9.0 +863.3006544537056 5840.02587890625 4.169358730316162 9.0 +863.3210890789705 5835.724609375 4.168461322784424 9.0 +863.3415238043599 5832.857421875 4.168541431427002 9.0 +863.3619584296321 5831.896484375 4.168746471405029 9.0 +863.4028276799363 5831.07177734375 4.168356418609619 9.0 +863.4232623050921 5826.90869140625 4.168379306793213 9.0 +863.4436968301234 5832.306640625 4.168868541717529 9.0 +863.4641315550471 5830.31103515625 4.168440818786621 9.0 +863.4845661800864 5833.35888671875 4.168790340423584 9.0 +863.5050007048849 5828.470703125 4.169084548950195 9.0 +863.5458700544987 5839.95166015625 4.169460773468018 9.0 +863.5663047792987 5825.78076171875 4.168442249298096 9.0 +863.5867393038716 5823.419921875 4.16834020614624 9.0 +863.6071739285617 5825.19140625 4.167760372161865 9.0 +863.6276086531288 5825.78515625 4.168509006500244 9.0 +863.6480431775854 5828.662109375 4.169198513031006 9.0 +863.6684778020426 5825.22900390625 4.169492721557617 9.0 +863.6889125264934 5818.10009765625 4.168262481689453 9.0 +863.7093470508335 5819.8349609375 4.167905807495117 9.0 +863.7297816750506 5821.609375 4.1680216789245605 9.0 +863.7502162993915 5822.68798828125 4.167912483215332 9.0 +863.7706509234995 5830.71923828125 4.168975353240967 9.0 +863.791085647601 5824.9697265625 4.1684250831604 9.0 +863.8115201717083 5825.50634765625 4.168909072875977 9.0 +863.8319547956999 5825.5 4.169057369232178 9.0 +863.852389519685 5829.72802734375 4.169226169586182 9.0 +863.8728241435601 5821.3583984375 4.168059825897217 9.0 +863.9136933913032 5831.140625 4.168921947479248 9.0 +863.934128015062 5828.08544921875 4.168229103088379 9.0 +863.9545625387036 5821.35400390625 4.168307304382324 9.0 +863.9749972623395 5827.79443359375 4.168393611907959 9.0 +863.9954318858654 5817.36669921875 4.166718482971191 9.0 +864.0158666093921 5823.5029296875 4.168168067932129 9.0 +864.03630113291 5831.54248046875 4.168680667877197 9.0 +864.0567357562031 5817.01708984375 4.167704105377197 9.0 +864.0771704796134 5824.72509765625 4.167649745941162 9.0 +864.0976050028985 5819.01318359375 4.167344570159912 9.0 +864.1180396260752 5823.57275390625 4.167653560638428 9.0 +864.1384743493691 5817.6220703125 4.167403697967529 9.0 +864.1589088724213 5823.982421875 4.167029857635498 9.0 +864.1793435954824 5825.89697265625 4.168388843536377 9.0 +864.1997782185426 5819.337890625 4.166669845581055 9.0 +864.2202127414785 5818.3544921875 4.167248725891113 9.0 +864.2406474643067 5828.8203125 4.167297840118408 9.0 +864.2610820871341 5821.4609375 4.166660308837891 9.0 +864.2815166099535 5819.6953125 4.167133331298828 9.0 +864.3019513326653 5823.13134765625 4.167311191558838 9.0 +864.32238595526 5827.81103515625 4.168026924133301 9.0 +864.3428204778465 5821.130859375 4.16633939743042 9.0 +864.3836898229201 5824.59765625 4.1671295166015625 9.0 +864.4041244453911 5817.234375 4.165472030639648 9.0 +864.4245590677529 5814.52099609375 4.165813446044922 9.0 +864.4449936899982 5824.28271484375 4.166562080383301 9.0 +864.4654283122363 5825.322265625 4.166863441467285 9.0 +864.4858629344817 5822.9765625 4.167220592498779 9.0 +864.5062975566107 5825.220703125 4.166337013244629 9.0 +864.5267321787323 5815.810546875 4.165441989898682 9.0 +864.5471668007449 5820.38818359375 4.165990829467773 9.0 +864.567601422641 5817.23779296875 4.166013717651367 9.0 +864.5880361445306 5820.005859375 4.166817665100098 9.0 +864.608470666426 5812.9453125 4.166000843048096 9.0 +864.6289053882065 5812.99267578125 4.166648864746094 9.0 +864.6493400098625 5811.54931640625 4.166667461395264 9.0 +864.669774531525 5810.05712890625 4.166074752807617 9.0 +864.6902092531818 5812.89794921875 4.167120456695557 9.0 +864.7106438747287 5815.86572265625 4.165879726409912 9.0 +864.7310783961584 5819.36328125 4.166536808013916 9.0 +864.7515131175896 5815.658203125 4.166149139404297 9.0 +864.7719477388964 5823.31396484375 4.166136264801025 9.0 +864.7923822602097 5820.20654296875 4.166708469390869 9.0 +864.8128169815172 5818.5283203125 4.165921688079834 9.0 +864.8332516025985 5811.8134765625 4.165940761566162 9.0 +864.8536863237969 5813.29736328125 4.16680383682251 9.0 +864.8741208447609 5813.50634765625 4.166293144226074 9.0 +864.8945554658349 5811.06982421875 4.166112899780273 9.0 +864.9149901868004 5809.10546875 4.1656341552734375 9.0 +864.9354247076408 5806.4609375 4.164713382720947 9.0 +864.9558593283728 5797.90966796875 4.164098739624023 9.0 +864.9762940492219 5813.91259765625 4.165874004364014 9.0 +864.9967285698367 5808.77099609375 4.165935039520264 9.0 +865.017163190445 5809.0478515625 4.164992332458496 9.0 +865.0375979110613 5804.00830078125 4.164510726928711 9.0 +865.0580324315524 5811.26025390625 4.1651506423950195 9.0 +865.0784671519359 5814.35546875 4.1660966873168945 9.0 +865.0989017723186 5813.3857421875 4.165846347808838 9.0 +865.1193362927006 5810.83203125 4.1643476486206055 9.0 +865.1397710129604 5813.37548828125 4.165543079376221 9.0 +865.1602056331103 5820.2236328125 4.165853023529053 9.0 +865.1806401532522 5813.2509765625 4.164617538452148 9.0 +865.2010748732864 5815.7626953125 4.1640424728393555 9.0 +865.2215094933199 5815.8876953125 4.164875507354736 9.0 +865.2419442132305 5809.11767578125 4.164099216461182 9.0 +865.2623787331468 5810.4541015625 4.163559913635254 9.0 +865.2828133529474 5817.06640625 4.16547155380249 9.0 +865.3032480727416 5817.52197265625 4.165005683898926 9.0 +865.323682592425 5815.3896484375 4.164255142211914 9.0 +865.3441172119929 5812.46240234375 4.163450241088867 9.0 +865.3645519315542 5815.51708984375 4.163290500640869 9.0 +865.4054210704562 5817.46630859375 4.16409158706665 9.0 +865.4258557899011 5815.587890625 4.164285182952881 9.0 +865.4462903091189 5803.7763671875 4.16375732421875 9.0 +865.4667250284547 5811.33837890625 4.1641106605529785 9.0 +865.4871596475496 5812.87109375 4.164853572845459 9.0 +865.5075942666517 5811.2568359375 4.1642165184021 9.0 +865.5280288857539 5812.68310546875 4.164088726043701 9.0 +865.5484635047324 5810.20458984375 4.163819789886475 9.0 +865.5688981236017 5820.8955078125 4.165451526641846 9.0 +865.589332742471 5804.3408203125 4.1634416580200195 9.0 +865.6097673612167 5806.82958984375 4.164690017700195 9.0 +865.6302019799696 5810.43505859375 4.164812088012695 9.0 +865.6506365987225 5808.79931640625 4.1630167961120605 9.0 +865.6710712172353 5809.2314453125 4.164543628692627 9.0 +865.6915058357554 5811.505859375 4.164356231689453 9.0 +865.7119404542755 5815.806640625 4.165472507476807 9.0 +865.7732443092464 5826.3173828125 4.166114330291748 9.0 +865.7936789274099 5804.9033203125 4.165031433105469 9.0 +865.8141136455815 5812.5166015625 4.164732933044434 9.0 +865.8549827816823 5806.2001953125 4.164652347564697 9.0 +865.8754174996211 5816.15869140625 4.165508270263672 9.0 +865.8958520174419 5812.61181640625 4.165889739990234 9.0 +865.916286735257 5815.51318359375 4.166252136230469 9.0 +865.9367213529622 5811.7412109375 4.165095329284668 9.0 +865.9571558706666 5812.41259765625 4.165202617645264 9.0 +865.9980252057212 5812.94287109375 4.165492534637451 9.0 +866.0184598231863 5807.552734375 4.165065288543701 9.0 +866.0388944406586 5816.58349609375 4.165393352508545 9.0 +866.0593290580146 5809.662109375 4.16455078125 9.0 +866.0797636752541 5804.46728515625 4.163870811462402 9.0 +866.1001982924863 5817.24755859375 4.165201663970947 9.0 +866.1410676266096 5803.53173828125 4.1639084815979 9.0 +866.1615021436155 5800.42138671875 4.163727283477783 9.0 +866.1819367605058 5807.6318359375 4.164653778076172 9.0 +866.2023714773895 5813.99609375 4.165017127990723 9.0 +866.2228060941634 5815.36279296875 4.165175914764404 9.0 +866.2432406109365 5816.49267578125 4.165093898773193 9.0 +866.2841098441277 5803.88427734375 4.163700580596924 9.0 +866.3249791770868 5815.82275390625 4.164254665374756 9.0 +866.3454136935106 5801.04736328125 4.162741661071777 9.0 +866.3658484098196 5805.9814453125 4.163917064666748 9.0 +866.3862830260041 5814.14306640625 4.164956092834473 9.0 +866.4271522582712 5808.8515625 4.164666652679443 9.0 +866.4475868743393 5817.326171875 4.1643242835998535 9.0 +866.4680213902975 5803.26611328125 4.163534641265869 9.0 +866.4884561062572 5804.8916015625 4.163712024688721 9.0 +866.5088907219761 5804.8779296875 4.163496971130371 9.0 +866.5293254378194 5811.00341796875 4.163667678833008 9.0 +866.5497599534283 5803.7392578125 4.163646221160889 9.0 +866.5701945690307 5796.3759765625 4.161813735961914 9.0 +866.5906292846412 5805.4873046875 4.16353178024292 9.0 +866.6110638001337 5817.0400390625 4.165081977844238 9.0 +866.6314984155033 5820.61865234375 4.163829326629639 9.0 +866.6519331308809 5814.36572265625 4.16335391998291 9.0 +866.6928022612774 5811.95849609375 4.162822246551514 9.0 +866.7132369764222 5810.92529296875 4.16395378112793 9.0 +866.7336715914425 5814.06005859375 4.162134647369385 9.0 +866.7541062064702 5811.99951171875 4.163570404052734 9.0 +866.7745408213814 5825.4638671875 4.1662726402282715 9.0 +866.7949754361762 5813.28662109375 4.163333415985107 9.0 +866.8154100509637 5817.677734375 4.164455413818359 9.0 +866.8562792801968 5819.8466796875 4.165240287780762 9.0 +866.8971485093207 5818.3798828125 4.164799213409424 9.0 +866.9380177379717 5812.5888671875 4.163958549499512 9.0 +866.9584523523008 5816.11376953125 4.163650989532471 9.0 +866.978887066507 5821.17724609375 4.164185047149658 9.0 +866.9993215806026 5819.5224609375 4.164309024810791 9.0 +867.0197561945824 5818.171875 4.163957118988037 9.0 +867.0401909085558 5812.25927734375 4.163710117340088 9.0 +867.0606254224185 5820.95703125 4.1648712158203125 9.0 +867.081060036282 5816.216796875 4.164400577545166 9.0 +867.1014947500225 5815.00830078125 4.164437294006348 9.0 +867.1219292637688 5821.23974609375 4.165327548980713 9.0 +867.1423638772831 5819.1044921875 4.164301872253418 9.0 +867.1627985909072 5817.45166015625 4.164200782775879 9.0 +867.1832331043042 5816.85400390625 4.165224552154541 9.0 +867.2036678177028 5814.70947265625 4.164610862731934 9.0 +867.2241024309769 5813.11279296875 4.164409637451172 9.0 +867.2445370442583 5811.5927734375 4.164752960205078 9.0 +867.2649716574233 5817.30419921875 4.165769577026367 9.0 +867.285406270581 5814.73779296875 4.165242671966553 9.0 +867.3058408835132 5816.78125 4.16486930847168 9.0 +867.3262754964453 5815.2490234375 4.165175437927246 9.0 +867.3467101093702 5817.97265625 4.16563606262207 9.0 +867.3671447221859 5816.9296875 4.164913654327393 9.0 +867.387579434886 5812.02783203125 4.165290355682373 9.0 +867.4284486600445 5816.46630859375 4.164630889892578 9.0 +867.4488832726274 5821.54638671875 4.16576623916626 9.0 +867.4693177849695 5821.0556640625 4.165395259857178 9.0 +867.4897524973203 5806.68798828125 4.163937568664551 9.0 +867.5101871096704 5822.302734375 4.164528846740723 9.0 +867.5306216217796 5820.1875 4.165102958679199 9.0 +867.5510563338976 5821.041015625 4.165327072143555 9.0 +867.5714909460148 5828.68408203125 4.166110515594482 9.0 +867.5919254578912 5815.56396484375 4.16499137878418 9.0 +867.6123601697764 5820.54052734375 4.165126800537109 9.0 +867.63279468166 5826.76806640625 4.165333271026611 9.0 +867.6532293934215 5825.13525390625 4.1658220291137695 9.0 +867.6736640050731 5825.0322265625 4.165802955627441 9.0 +867.6940985166075 5821.61181640625 4.164926052093506 9.0 +867.7145332281361 5826.5986328125 4.164910316467285 9.0 +867.7349678395549 5822.4453125 4.165713310241699 9.0 +867.7554024509736 5828.19384765625 4.165738105773926 9.0 +867.7758370622687 5828.3857421875 4.165401935577393 9.0 +867.7962716734546 5829.58349609375 4.16607141494751 9.0 +867.8167062845241 5841.064453125 4.167052268981934 9.0 +867.8371408955863 5827.08837890625 4.165492534637451 9.0 +867.8575755065394 5826.63818359375 4.166014194488525 9.0 +867.8780102174933 5826.10302734375 4.1660895347595215 9.0 +867.8984448283227 5829.32470703125 4.166043281555176 9.0 +867.9188793390422 5823.1220703125 4.165707588195801 9.0 +867.9393140497559 5827.9599609375 4.166125297546387 9.0 +867.9597486603598 5828.13818359375 4.1663384437561035 9.0 +867.9801831708464 5825.43701171875 4.166065692901611 9.0 +868.0006178812182 5829.69140625 4.165658473968506 9.0 +868.0210524915819 5830.46044921875 4.166481018066406 9.0 +868.0414870018358 5825.8564453125 4.165853023529053 9.0 +868.0619217120839 5829.73486328125 4.165660858154297 9.0 +868.082356322222 5826.5419921875 4.165598392486572 9.0 +868.1027910322446 5836.205078125 4.166755676269531 9.0 +868.1232255421492 5842.3115234375 4.166931629180908 9.0 +868.1436601520472 5832.72998046875 4.166039943695068 9.0 +868.1640948619533 5838.4892578125 4.166822910308838 9.0 +868.1845293716178 5822.28076171875 4.165042400360107 9.0 +868.2049639812903 5830.0341796875 4.166162967681885 9.0 +868.2253986908472 5826.45068359375 4.166845321655273 9.0 +868.2458332002861 5834.19384765625 4.167358875274658 9.0 +868.2867024190418 5832.595703125 4.166464328765869 9.0 +868.3071370283578 5840.6328125 4.167386054992676 9.0 +868.327571737449 5835.5341796875 4.166599273681641 9.0 +868.3480062465387 5838.001953125 4.166443347930908 9.0 +868.3684408556292 5841.06689453125 4.167335510253906 9.0 +868.3888755644803 5836.513671875 4.166831970214844 9.0 +868.4093100733371 5844.86669921875 4.167841911315918 9.0 +868.4297446821874 5839.02880859375 4.1669230461120605 9.0 +868.450179390813 5841.92724609375 4.167471885681152 9.0 +868.4706139994378 5835.81494140625 4.167232513427734 9.0 +868.4910486080553 5844.25927734375 4.168389797210693 9.0 +868.5114832164472 5838.36767578125 4.1675214767456055 9.0 +868.5319178248392 5837.81640625 4.16752815246582 9.0 +868.5523524331074 5832.0126953125 4.167055606842041 9.0 +868.572787041383 5834.3193359375 4.167561054229736 9.0 +868.5932216494257 5830.6953125 4.1671929359436035 9.0 +868.6136563574619 5835.44775390625 4.167426109313965 9.0 +868.6340908655038 5825.44189453125 4.166539192199707 9.0 +868.6545254733137 5845.9111328125 4.167938232421875 9.0 +868.6749601811171 5838.57568359375 4.16750955581665 9.0 +868.6953946889262 5839.8271484375 4.167572021484375 9.0 +868.715829396504 5837.81005859375 4.167353630065918 9.0 +868.7566985115336 5841.19921875 4.168435096740723 9.0 +868.777133218995 5829.55029296875 4.166814804077148 9.0 +868.7975678262155 5838.4501953125 4.167965412139893 9.0 +868.8384370406711 5841.2138671875 4.168485641479492 9.0 +868.879306154653 5844.0302734375 4.168288230895996 9.0 +868.8997408616415 5851.99853515625 4.16908073425293 9.0 +868.9406100751658 5864.0419921875 4.170682430267334 9.0 +868.9610446818115 5856.65283203125 4.170116424560547 9.0 +868.9814792884499 5849.462890625 4.168825149536133 9.0 +869.0019138948628 5844.59912109375 4.1685895919799805 9.0 +869.0223485012684 5847.7607421875 4.168379783630371 9.0 +869.0427831075649 5843.1904296875 4.168424606323242 9.0 +869.0632177138614 5842.96484375 4.168365478515625 9.0 +869.0836523200414 5844.74853515625 4.1682963371276855 9.0 +869.1040869260978 5837.30126953125 4.167922496795654 9.0 +869.1245216320458 5843.53369140625 4.168572902679443 9.0 +869.144956137985 5843.9111328125 4.168347358703613 9.0 +869.1653908438166 5846.76953125 4.168845176696777 9.0 +869.185825449531 5845.32861328125 4.1678690910339355 9.0 +869.2062599551282 5849.97607421875 4.167972087860107 9.0 +869.2266946607197 5850.53662109375 4.16841459274292 9.0 +869.2471292662012 5848.99755859375 4.168060779571533 9.0 +869.2675637715583 5860.99169921875 4.169610500335693 9.0 +869.2879984769243 5848.01220703125 4.167999267578125 9.0 +869.308433082173 5843.501953125 4.168374061584473 9.0 +869.3288675873046 5843.48291015625 4.168553829193115 9.0 +869.349302292314 5842.7197265625 4.167968273162842 9.0 +869.3697368973299 5842.91552734375 4.168464660644531 9.0 +869.3901716022228 5841.79443359375 4.168148517608643 9.0 +869.4106061070052 5844.14794921875 4.167909145355225 9.0 +869.4310407116718 5848.76171875 4.168747901916504 9.0 +869.451475416332 5848.83447265625 4.168335437774658 9.0 +869.4719099208814 5842.55810546875 4.16768217086792 9.0 +869.4923445253153 5858.35888671875 4.169453144073486 9.0 +869.5127792297426 5859.8896484375 4.169007778167725 9.0 +869.5332137340592 5858.2490234375 4.169035911560059 9.0 +869.5536483382602 5854.091796875 4.168764114379883 9.0 +869.5740829423376 5859.80615234375 4.168630599975586 9.0 +869.5945175463057 5859.10107421875 4.16923713684082 9.0 +869.6149522502747 5867.013671875 4.170156002044678 9.0 +869.6558213579701 5859.70263671875 4.1690850257873535 9.0 +869.6762560615898 5855.5703125 4.168453693389893 9.0 +869.6966906652015 5860.66064453125 4.168771743774414 9.0 +869.7171251687032 5853.8955078125 4.168674945831299 9.0 +869.7375598720901 5859.48974609375 4.169511795043945 9.0 +869.7579944754689 5861.19482421875 4.169538497924805 9.0 +869.7784289787378 5864.130859375 4.169977188110352 9.0 +869.7988636818918 5857.41015625 4.169071197509766 9.0 +869.8192982849214 5864.17333984375 4.169431686401367 9.0 +869.839732987959 5851.99365234375 4.168091297149658 9.0 +869.8601674908787 5854.8125 4.168918132781982 9.0 +869.8806020936754 5858.38671875 4.169332504272461 9.0 +869.9010367963638 5860.3603515625 4.1695356369018555 9.0 +869.9214712990506 5856.673828125 4.169795989990234 9.0 +869.9419059014981 5859.078125 4.169125556945801 9.0 +869.9623406039536 5853.87744140625 4.168881893157959 9.0 +869.9827751064076 5864.20166015625 4.1700825691223145 9.0 +870.0032097086223 5863.65576171875 4.169678211212158 9.0 +870.023644410845 5866.76416015625 4.169571876525879 9.0 +870.0440789129498 5864.98974609375 4.169631004333496 9.0 +870.0645136149324 5858.09375 4.168633937835693 9.0 +870.0849482169215 5873.77294921875 4.170508861541748 9.0 +870.1053828186705 5873.6611328125 4.170228481292725 9.0 +870.1258174204268 5866.98486328125 4.169398307800293 9.0 +870.146252022183 5869.84521484375 4.169755458831787 9.0 +870.1666866237065 5873.458984375 4.169711589813232 9.0 +870.1871212252227 5877.3330078125 4.170371055603027 9.0 +870.2075558265133 5878.49755859375 4.170663833618164 9.0 +870.2279903278031 5869.93505859375 4.169744968414307 9.0 +870.2484250290872 5875.61669921875 4.169630527496338 9.0 +870.268859630145 5862.61767578125 4.1687331199646 9.0 +870.2892943311963 5870.5205078125 4.1700053215026855 9.0 +870.3097288321369 5865.40185546875 4.169378757476807 9.0 +870.3301634329619 5879.06591796875 4.169830322265625 9.0 +870.3505981337803 5876.2470703125 4.1697869300842285 9.0 +870.3710326344881 5875.70263671875 4.170016288757324 9.0 +870.3914672350802 5878.00341796875 4.1701459884643555 9.0 +870.4119019355494 5876.716796875 4.170329570770264 9.0 +870.4323364359079 5869.8359375 4.170005798339844 9.0 +870.4527710362672 5870.70166015625 4.1705641746521 9.0 +870.4732057363872 5873.02587890625 4.17051362991333 9.0 +870.4936402365129 5864.275390625 4.169480323791504 9.0 +870.5140749366401 5871.40771484375 4.170172691345215 9.0 +870.5345095365265 5867.001953125 4.169990539550781 9.0 +870.5549440364193 5871.62158203125 4.170023441314697 9.0 +870.5753787361973 5873.24755859375 4.169822692871094 9.0 +870.5958133358508 5884.751953125 4.17109489440918 9.0 +870.6162479353952 5869.939453125 4.169407844543457 9.0 +870.6366825348232 5869.3291015625 4.169522762298584 9.0 +870.6775517335554 5879.140625 4.170539855957031 9.0 +870.6979863327506 5872.33251953125 4.17042350769043 9.0 +870.7388556309015 5887.70654296875 4.171106338500977 9.0 +870.7592902298638 5882.103515625 4.170410633087158 9.0 +870.7797247287017 5885.05712890625 4.1704277992248535 9.0 +870.8001594274319 5889.1083984375 4.170997142791748 9.0 +870.8205939260442 5884.33203125 4.169869422912598 9.0 +870.84102852465 5880.8046875 4.169203281402588 9.0 +870.8614632231474 5885.796875 4.171012878417969 9.0 +870.8818977215269 5883.82421875 4.170650959014893 9.0 +870.9023323197835 5883.45458984375 4.170746326446533 9.0 +870.9432015160783 5882.49462890625 4.171136379241943 9.0 +870.9636362141027 5877.7421875 4.169992923736572 9.0 +870.9840708120173 5874.6142578125 4.169816493988037 9.0 +871.0045053098147 5881.576171875 4.170221328735352 9.0 +871.0249400074899 5883.99560546875 4.170496463775635 9.0 +871.0453746051717 5894.0380859375 4.171342849731445 9.0 +871.0658091026198 5879.67919921875 4.169955730438232 9.0 +871.0862438000622 5876.8623046875 4.170014381408691 9.0 +871.1066783973947 5896.26904296875 4.172004699707031 9.0 +871.1271129947272 5888.69775390625 4.170989990234375 9.0 +871.1475475918196 5884.72900390625 4.170879364013672 9.0 +871.1679821889193 5881.353515625 4.169280529022217 9.0 +871.1884167859025 5885.05908203125 4.170102119445801 9.0 +871.2088513827621 5894.46142578125 4.171064376831055 9.0 +871.2292859795125 5897.4873046875 4.170693397521973 9.0 +871.2497206761473 5891.24267578125 4.170534610748291 9.0 +871.2701551727732 5899.18701171875 4.171051502227783 9.0 +871.2905897692908 5891.0654296875 4.170537948608398 9.0 +871.3110244656855 5893.82861328125 4.170975685119629 9.0 +871.3314590619702 5897.18994140625 4.171414852142334 9.0 +871.3518935581378 5880.91796875 4.170097827911377 9.0 +871.3723282542996 5889.70947265625 4.170731067657471 9.0 +871.3927628502352 5896.42041015625 4.170389652252197 9.0 +871.4131973461699 5885.18896484375 4.169907093048096 9.0 +871.4336320419825 5890.93115234375 4.170915603637695 9.0 +871.4540666376852 5893.97900390625 4.170904159545898 9.0 +871.4745012333879 5903.591796875 4.171633243560791 9.0 +871.4949358288504 5893.25439453125 4.170609951019287 9.0 +871.5153703243195 5891.34375 4.170388698577881 9.0 +871.5358050196737 5885.78564453125 4.170061111450195 9.0 +871.5562396149035 5899.9521484375 4.170557975769043 9.0 +871.5971088051447 5889.04931640625 4.169867515563965 9.0 +871.6175434000252 5904.59814453125 4.171225547790527 9.0 +871.6379778949122 5894.84033203125 4.170384883880615 9.0 +871.6584125896843 5905.8388671875 4.172441005706787 9.0 +871.678847184332 5903.96337890625 4.172001361846924 9.0 +871.6992818788713 5895.85400390625 4.170312404632568 9.0 +871.719716373409 5902.37353515625 4.171480178833008 9.0 +871.7401509677075 5898.087890625 4.1700825691223145 9.0 +871.7605856620139 5895.970703125 4.170999526977539 9.0 +871.7810202562032 5897.8662109375 4.171718120574951 9.0 +871.8218894442252 5896.2626953125 4.17066764831543 9.0 +871.8423240380653 5891.14892578125 4.169136047363281 9.0 +871.8627585318973 5894.7734375 4.1700825691223145 9.0 +871.8831932256217 5894.697265625 4.169713497161865 9.0 +871.9036278191124 5898.4482421875 4.170064449310303 9.0 +871.9240625125967 5893.125 4.16888952255249 9.0 +871.9444970060867 5893.05029296875 4.169867515563965 9.0 +871.9649315993447 5902.146484375 4.171493053436279 9.0 +871.9853662924797 5894.0615234375 4.169576168060303 9.0 +872.0058007856205 5891.01220703125 4.170401096343994 9.0 +872.0262353785292 5897.52783203125 4.170281887054443 9.0 +872.0466700714314 5885.53466796875 4.169395446777344 9.0 +872.067104564223 5897.71923828125 4.169137954711914 9.0 +872.0875391570153 5900.71240234375 4.170316696166992 9.0 +872.1079738495682 5899.2197265625 4.169078350067139 9.0 +872.1284083420105 5895.63427734375 4.169271469116211 9.0 +872.148843034447 5889.58642578125 4.168942451477051 9.0 +872.1692775267729 5889.09716796875 4.168262004852295 9.0 +872.1897121188667 5895.15478515625 4.1698689460754395 9.0 +872.2101468110777 5889.46337890625 4.168101787567139 9.0 +872.2305813030471 5894.8447265625 4.170068740844727 9.0 +872.2714505866461 5893.5947265625 4.16908073425293 9.0 +872.2918850783899 5897.00146484375 4.169339656829834 9.0 +872.3327543615305 5888.90771484375 4.168605804443359 9.0 +872.3531889528022 5890.037109375 4.168930530548096 9.0 +872.3940581353527 5900.220703125 4.170028209686279 9.0 +872.4349273174448 5888.06298828125 4.169540882110596 9.0 +872.455361908258 5895.31787109375 4.1700239181518555 9.0 +872.475796499064 5888.80712890625 4.16905403137207 9.0 +872.4962311897616 5895.02880859375 4.169968605041504 9.0 +872.516665680334 5897.33447265625 4.170281410217285 9.0 +872.537100270798 5896.60888671875 4.170965194702148 9.0 +872.5575349611463 5895.4345703125 4.169688701629639 9.0 +872.5779694514931 5901.787109375 4.170866012573242 9.0 +872.5984041416013 5900.626953125 4.169407844543457 9.0 +872.6188387317161 5896.89892578125 4.169015407562256 9.0 +872.6392732217064 5891.62451171875 4.168848991394043 9.0 +872.6597079115891 5896.3349609375 4.1691083908081055 9.0 +872.6801425013546 5896.02099609375 4.17000150680542 9.0 +872.7005769910029 5891.966796875 4.1698455810546875 9.0 +872.721011680529 5894.89208984375 4.170357704162598 9.0 +872.7414462699453 5889.10693359375 4.169193267822266 9.0 +872.7618807593535 5896.4716796875 4.170391082763672 9.0 +872.7823154485377 5890.06103515625 4.169325828552246 9.0 +872.8027499377204 5891.11181640625 4.16842794418335 9.0 +872.8231846267809 5898.845703125 4.169668674468994 9.0 +872.8436192157315 5897.28125 4.169714450836182 9.0 +872.8640538045656 5896.14111328125 4.170175552368164 9.0 +872.8844883932761 5891.28564453125 4.1696929931640625 9.0 +872.9049229818775 5891.85302734375 4.169260025024414 9.0 +872.9253575704788 5890.1220703125 4.168636322021484 9.0 +872.94579215884 5894.18115234375 4.169594764709473 9.0 +872.9662267472086 5890.02783203125 4.169390678405762 9.0 +872.9866613353443 5890.07080078125 4.169623374938965 9.0 +873.0070960234734 5888.34423828125 4.168924331665039 9.0 +873.0275305114919 5896.55517578125 4.169262409210205 9.0 +873.0479651993955 5888.98876953125 4.168364524841309 9.0 +873.0683997871747 5885.67138671875 4.1688127517700195 9.0 +873.088834274844 5886.5771484375 4.169046401977539 9.0 +873.1092689625148 5897.92041015625 4.169797420501709 9.0 +873.1297035499447 5892.53857421875 4.169048309326172 9.0 +873.1501380373811 5886.5068359375 4.168275356292725 9.0 +873.1705727245862 5893.47216796875 4.168978214263916 9.0 +873.1910073117833 5895.90673828125 4.168757438659668 9.0 +873.2114417988705 5891.8271484375 4.168694019317627 9.0 +873.2318764858428 5894.31689453125 4.169517517089844 9.0 +873.2523110726906 5896.27880859375 4.1691575050354 9.0 +873.2727457594301 5891.66455078125 4.169247150421143 9.0 +873.2931802460516 5895.4755859375 4.168581485748291 9.0 +873.3136148325502 5888.1220703125 4.168451309204102 9.0 +873.3340495189404 5887.90234375 4.167721271514893 9.0 +873.3544840053291 5893.5458984375 4.168846130371094 9.0 +873.3749185914785 5898.33203125 4.167436599731445 9.0 +873.3953532776359 5900.71630859375 4.167316913604736 9.0 +873.4157877636753 5894.0068359375 4.167359828948975 9.0 +873.4770915209738 5889.22509765625 4.167105674743652 9.0 +873.4975262065418 5890.6259765625 4.167497634887695 9.0 +873.5383952774573 5889.47314453125 4.167144298553467 9.0 +873.5588299626761 5897.2509765625 4.167341709136963 9.0 +873.579264547785 5893.10546875 4.167346000671387 9.0 +873.6201337177627 5892.39111328125 4.16798210144043 9.0 +873.6405683026387 5892.04345703125 4.166890621185303 9.0 +873.6610027872812 5890.2431640625 4.167956829071045 9.0 +873.6814374719179 5887.9326171875 4.167155742645264 9.0 +873.7018720564447 5883.78271484375 4.168091773986816 9.0 +873.7223065408471 5893.09521484375 4.167934417724609 9.0 +873.7427412251418 5891.27392578125 4.166388034820557 9.0 +873.7631758093194 5892.1826171875 4.166009902954102 9.0 +873.783610493374 5887.9609375 4.167280197143555 9.0 +873.804044977318 5885.31494140625 4.165209770202637 9.0 +873.8244795611463 5886.71435546875 4.16674280166626 9.0 +873.8449142449681 5879.857421875 4.166544437408447 9.0 +873.8653487285628 5888.41650390625 4.166467189788818 9.0 +873.8857833121583 5884.6943359375 4.167642593383789 9.0 +873.9062179955145 5890.3330078125 4.167010307312012 9.0 +873.9266524788763 5883.90625 4.165818214416504 9.0 +873.9470870620062 5885.71435546875 4.167291641235352 9.0 +873.9675217451295 5887.16748046875 4.165999889373779 9.0 +873.9879563281429 5884.3623046875 4.1667680740356445 9.0 +874.0083909110399 5880.22509765625 4.166232109069824 9.0 +874.0288254938132 5873.9365234375 4.16536283493042 9.0 +874.0492600764774 5871.4296875 4.1665940284729 9.0 +874.0696946589087 5878.18505859375 4.166294574737549 9.0 +874.0901292414492 5874.7900390625 4.165213584899902 9.0 +874.1105637237633 5907.0751953125 4.168280601501465 9.0 +874.7849050781442 5870.14111328125 4.1612067222595215 9.0 +874.8053397566109 5868.06689453125 4.16334342956543 9.0 +874.8257742350834 5867.1337890625 4.1621551513671875 9.0 +874.8462088133238 5867.20263671875 4.162241458892822 9.0 +874.8666434915576 5864.50439453125 4.162776947021484 9.0 +874.8870779696808 5868.95849609375 4.164548397064209 9.0 +874.9075126475727 5868.19189453125 4.163074493408203 9.0 +874.9279472254566 5869.46923828125 4.164053440093994 9.0 +874.9688163807732 5868.916015625 4.161727428436279 9.0 +874.9892509583078 5888.47705078125 4.164167404174805 9.0 +875.0096855356169 5864.1171875 4.161930561065674 9.0 +875.0301201129259 5869.96826171875 4.163186073303223 9.0 +875.0505546901113 5869.33203125 4.1639204025268555 9.0 +875.0709892671875 5865.49267578125 4.162303924560547 9.0 +875.0914238440309 5858.9736328125 4.162397384643555 9.0 +875.1118584208671 5862.84716796875 4.162716388702393 9.0 +875.1527275742046 5853.99609375 4.160208225250244 9.0 +875.1731621505751 5850.66015625 4.161142349243164 9.0 +875.1935968269536 5860.486328125 4.16266393661499 9.0 +875.2140314032149 5849.716796875 4.161205291748047 9.0 +875.2344658793518 5856.92724609375 4.161177635192871 9.0 +875.254900555381 5852.3984375 4.160229682922363 9.0 +875.2753351311767 5855.1435546875 4.16102409362793 9.0 +875.2957696069643 5862.11279296875 4.162391662597656 9.0 +875.3366388582072 5857.90478515625 4.158553600311279 9.0 +875.3570734336463 5855.92578125 4.158874034881592 9.0 +875.3775080089763 5852.12158203125 4.1596479415893555 9.0 +875.4183771591634 5853.408203125 4.15775203704834 9.0 +875.5001154582642 5850.46728515625 4.158763408660889 9.0 +875.5205499327785 5851.30126953125 4.15872049331665 9.0 +875.5409846071707 5846.9921875 4.157908916473389 9.0 +875.561419181453 5855.50439453125 4.160825252532959 9.0 +875.5818538556196 5848.34228515625 4.158991813659668 9.0 +875.6022883295445 5847.91064453125 4.158447265625 9.0 +875.6227229034776 5842.6484375 4.157567977905273 9.0 +875.6840266244544 5844.33203125 4.159471035003662 9.0 +875.7044612979225 5836.40869140625 4.158278942108154 9.0 +875.7453303443835 5844.31103515625 4.158748149871826 9.0 +875.7861995904968 5843.564453125 4.158026695251465 9.0 +875.8066341632657 5843.8955078125 4.158181667327881 9.0 +875.8270687360346 5834.80224609375 4.157368183135986 9.0 +875.8475033086797 5833.1552734375 4.157214164733887 9.0 +875.8679379811001 5838.7861328125 4.1583991050720215 9.0 +875.8883724535117 5834.58984375 4.157037258148193 9.0 +875.9088070256985 5838.232421875 4.156881332397461 9.0 +875.929241697886 5843.82080078125 4.15753173828125 9.0 +875.9496761698392 5847.99853515625 4.158195972442627 9.0 +875.9905454135078 5839.28369140625 4.156928539276123 9.0 +876.0109798851045 5835.78173828125 4.157400608062744 9.0 +876.0314144567092 5833.849609375 4.156269550323486 9.0 +876.051849028081 5830.95458984375 4.157104969024658 9.0 +876.0722835993365 5832.84716796875 4.157037258148193 9.0 +876.0927182705855 5835.4697265625 4.15703010559082 9.0 +876.1131527416073 5831.77392578125 4.1562581062316895 9.0 +876.1335873125063 5833.85986328125 4.157415866851807 9.0 +876.1540219832968 5829.81884765625 4.156604290008545 9.0 +876.1744564540859 5837.23779296875 4.157316207885742 9.0 +876.1948910246356 5840.2744140625 4.15775728225708 9.0 +876.2153256950769 5837.4453125 4.156947135925293 9.0 +876.235760265401 5826.34228515625 4.1555352210998535 9.0 +876.2561947356007 5829.72265625 4.156815052032471 9.0 +876.2766294056928 5838.12744140625 4.157098770141602 9.0 +876.2970639756677 5836.19873046875 4.157865524291992 9.0 +876.3174985455189 5825.37109375 4.155760765075684 9.0 +876.3379331151446 5835.42236328125 4.156394958496094 9.0 +876.3583676847702 5830.68310546875 4.156169414520264 9.0 +876.3788023542729 5834.93896484375 4.156002521514893 9.0 +876.399236823665 5840.30322265625 4.15756893157959 9.0 +876.419671392825 5835.29736328125 4.156795501708984 9.0 +876.4401060619784 5827.6162109375 4.154691696166992 9.0 +876.4605405309048 5832.96484375 4.156402111053467 9.0 +876.480975099832 5836.6650390625 4.15500020980835 9.0 +876.5014097685198 5836.23583984375 4.15596342086792 9.0 +876.5218442372134 5825.02099609375 4.154609203338623 9.0 +876.5422789056756 5832.82421875 4.154962062835693 9.0 +876.5627134741299 5836.58447265625 4.155560493469238 9.0 +876.5831479423578 5835.509765625 4.155154705047607 9.0 +876.6035826104635 5836.51123046875 4.154552459716797 9.0 +876.6240171784593 5830.03466796875 4.155231952667236 9.0 +876.644451646338 5826.126953125 4.154040336608887 9.0 +876.6648863141018 5825.927734375 4.154840469360352 9.0 +876.6853207817403 5836.06103515625 4.155823230743408 9.0 +876.7057554492712 5829.51025390625 4.155338764190674 9.0 +876.7261900166777 5829.40234375 4.155806064605713 9.0 +876.7466245839751 5828.3662109375 4.15554666519165 9.0 +876.767059151156 5829.048828125 4.155282974243164 9.0 +876.8079282850449 5828.44189453125 4.154877662658691 9.0 +876.8487974184682 5824.296875 4.154143333435059 9.0 +876.869231985067 5825.47412109375 4.15519905090332 9.0 +876.8896666514338 5817.19775390625 4.154728412628174 9.0 +876.9101011176826 5818.4580078125 4.154175758361816 9.0 +876.930535683925 5821.4462890625 4.153564929962158 9.0 +876.9509703499425 5821.68701171875 4.154353618621826 9.0 +876.9714048158348 5820.7265625 4.15389347076416 9.0 +877.0122740472871 5824.70458984375 4.154250621795654 9.0 +877.0327085128374 5822.63671875 4.154051780700684 9.0 +877.0531431782656 5820.75048828125 4.153075695037842 9.0 +877.0735777434675 5820.18798828125 4.1533403396606445 9.0 +877.0940122086613 5818.6025390625 4.153379440307617 9.0 +877.1144468737475 5817.94287109375 4.154346466064453 9.0 +877.1348814386001 5821.89599609375 4.154332637786865 9.0 +877.1757505680653 5830.6220703125 4.155457973480225 9.0 +877.1961851325686 5832.82958984375 4.1550445556640625 9.0 +877.2166196969483 5825.31005859375 4.154741287231445 9.0 +877.2370542613353 5811.1591796875 4.153367042541504 9.0 +877.2574888254894 5823.74853515625 4.15439510345459 9.0 +877.2779234895206 5816.60546875 4.153770923614502 9.0 +877.2983579533247 5816.83349609375 4.154156684875488 9.0 +877.3187925171296 5812.66357421875 4.153708457946777 9.0 +877.3392270808108 5816.2568359375 4.154022216796875 9.0 +877.3596616443829 5823.1328125 4.154900074005127 9.0 +877.3800962077221 5816.01318359375 4.153103351593018 9.0 +877.400530771054 5820.7109375 4.153866767883301 9.0 +877.4209653341604 5815.73681640625 4.154159069061279 9.0 +877.4413998971504 5818.0478515625 4.154827117919922 9.0 +877.4618345600175 5814.04296875 4.15384578704834 9.0 +877.4822690227738 5811.4931640625 4.153432369232178 9.0 +877.5027036855317 5819.35546875 4.1548590660095215 9.0 +877.5231382479324 5815.0390625 4.153763771057129 9.0 +877.5435727103395 5815.22900390625 4.153929233551025 9.0 +877.5640073726317 5813.1220703125 4.154073715209961 9.0 +877.5844419347995 5814.48095703125 4.153477191925049 9.0 +877.604876396741 5818.35205078125 4.154151439666748 9.0 +877.625311058684 5818.23974609375 4.153842926025391 9.0 +877.6457456203862 5811.4443359375 4.153006553649902 9.0 +877.6661800819784 5808.5205078125 4.152479648590088 9.0 +877.6866147434557 5810.2958984375 4.1531081199646 9.0 +877.7070493048086 5800.02685546875 4.152853488922119 9.0 +877.7274839660531 5812.341796875 4.153604984283447 9.0 +877.7479184271797 5812.49609375 4.1535797119140625 9.0 +877.7683529881833 5811.31103515625 4.152408599853516 9.0 +877.7887876489622 5819.67138671875 4.152730464935303 9.0 +877.8092221097395 5823.81396484375 4.153800964355469 9.0 +877.8296566702775 5830.03466796875 4.153862476348877 9.0 +877.8500913308235 5818.59619140625 4.152764797210693 9.0 +877.8705258911359 5806.83056640625 4.152535915374756 9.0 +877.8909603513239 5811.9306640625 4.15348482131958 9.0 +877.9113950114042 5811.06103515625 4.154191970825195 9.0 +877.9318295713601 5813.3134765625 4.152632713317871 9.0 +877.9522640312061 5805.93994140625 4.153421401977539 9.0 +877.993133150434 5816.6630859375 4.153568744659424 9.0 +878.0135678098086 5815.81103515625 4.153672218322754 9.0 +878.0340023690733 5824.01806640625 4.154147148132324 9.0 +878.0544369283307 5811.6455078125 4.152594566345215 9.0 +878.0748714873625 5813.55419921875 4.153389930725098 9.0 +878.095306046278 5808.35693359375 4.152509689331055 9.0 +878.1157405049598 5809.04150390625 4.153254508972168 9.0 +878.1361751636359 5809.916015625 4.153113842010498 9.0 +878.1566097222021 5812.0458984375 4.1537322998046875 9.0 +878.1770441805347 5817.33642578125 4.154106616973877 9.0 +878.1974788388616 5812.4248046875 4.1532301902771 9.0 +878.2179133969621 5808.42236328125 4.152273654937744 9.0 +878.2383480549397 5802.5791015625 4.1525187492370605 9.0 +878.2587825128066 5807.7275390625 4.153095245361328 9.0 +878.2792170705579 5809.73681640625 4.153434753417969 9.0 +878.2996517281863 5816.42529296875 4.15266752243042 9.0 +878.3200861855876 5812.95556640625 4.152627468109131 9.0 +878.3405207429896 5812.11767578125 4.151967525482178 9.0 +878.3609554001523 5814.7333984375 4.15224027633667 9.0 +878.3813898572043 5821.72998046875 4.153040409088135 9.0 +878.4018244141407 5827.27783203125 4.154111385345459 9.0 +878.4222590709542 5820.12109375 4.151251316070557 9.0 +878.4426936276577 5817.44482421875 4.152834415435791 9.0 +878.4631281842449 5814.28173828125 4.152347564697266 9.0 +878.4835627405919 5811.48974609375 4.152637004852295 9.0 +878.5039972969462 5805.94873046875 4.149674415588379 9.0 +878.5244319530684 5808.33203125 4.152883052825928 9.0 +878.5448664090654 5800.23095703125 4.152104377746582 9.0 +878.5653009649541 5802.359375 4.151792049407959 9.0 +878.5857356207271 5809.64794921875 4.151268005371094 9.0 +878.6266046317978 5808.57275390625 4.152884006500244 9.0 +878.6470391872208 5813.12548828125 4.152768611907959 9.0 +878.6674737424037 5818.0009765625 4.153656959533691 9.0 +878.6879082974774 5810.56298828125 4.152710437774658 9.0 +878.7083428524347 5812.21240234375 4.151639938354492 9.0 +878.7287774072684 5821.35693359375 4.151925563812256 9.0 +878.7492120619936 5809.9521484375 4.152392864227295 9.0 +878.7696465164845 5805.06689453125 4.150300979614258 9.0 +878.7900810708525 5808.62109375 4.152186870574951 9.0 +878.8309501793701 5818.35009765625 4.152350425720215 9.0 +878.8922538410916 5812.49169921875 4.149645805358887 9.0 +878.9331230482057 5813.3564453125 4.151915073394775 9.0 +878.9535576016497 5810.2451171875 4.15060567855835 9.0 +878.9944267078317 5813.794921875 4.15169620513916 9.0 +879.0148612608027 5805.4384765625 4.148536682128906 9.0 +879.0352958135481 5813.43896484375 4.151765823364258 9.0 +879.0557303662936 5818.45947265625 4.1522216796875 9.0 +879.0761649188062 5820.955078125 4.152978897094727 9.0 +879.0965995713123 5807.9150390625 4.150574207305908 9.0 +879.1170340235913 5813.71923828125 4.1519694328308105 9.0 +879.1374685756309 5810.58447265625 4.150979995727539 9.0 +879.1579032276786 5816.001953125 4.151540279388428 9.0 +879.178337679492 5810.9482421875 4.152215003967285 9.0 +879.1987723312996 5806.892578125 4.151729106903076 9.0 +879.2192068828808 5818.81787109375 4.152872085571289 9.0 +879.2396413342285 5813.09521484375 4.149543762207031 9.0 +879.2600759855704 5815.95458984375 4.15254545211792 9.0 +879.2805104369181 5812.5927734375 4.149542331695557 9.0 +879.3009449878009 5814.712890625 4.152513027191162 9.0 +879.32137963891 5809.6689453125 4.150023460388184 9.0 +879.3418140895592 5817.5693359375 4.149991989135742 9.0 +879.3622486402091 5822.25830078125 4.15256404876709 9.0 +879.3826832906198 5814.41650390625 4.148892402648926 9.0 +879.4031177410361 5815.82080078125 4.149188041687012 9.0 +879.4235522912204 5813.6484375 4.1487040519714355 9.0 +879.4439869413982 5817.75439453125 4.151820182800293 9.0 +879.4644214913496 5818.8232421875 4.151603698730469 9.0 +879.4848560413011 5814.5322265625 4.1521077156066895 9.0 +879.5052905907796 5823.2509765625 4.152206897735596 9.0 +879.5257251404983 5810.86376953125 4.149197578430176 9.0 +879.5461596897512 5815.7470703125 4.1520094871521 9.0 +879.5665942392297 5818.98583984375 4.152100563049316 9.0 +879.5870287882499 5814.39306640625 4.1517815589904785 9.0 +879.6074634372708 5822.87255859375 4.151437759399414 9.0 +879.62789788605 5823.29345703125 4.152690887451172 9.0 +879.6483324348374 5818.46728515625 4.149430751800537 9.0 +879.6687670833926 5813.7080078125 4.1491618156433105 9.0 +879.689201531939 5816.3642578125 4.149294376373291 9.0 +879.7096361802614 5815.49755859375 4.151650905609131 9.0 +879.7300707283503 5820.26416015625 4.152420997619629 9.0 +879.750505176431 5830.52197265625 4.153157711029053 9.0 +879.7709398242878 5817.423828125 4.152245044708252 9.0 +879.7913743721438 5817.4462890625 4.1503190994262695 9.0 +879.8118088197589 5813.16455078125 4.1509552001953125 9.0 +879.8731124616897 5816.337890625 4.153193473815918 9.0 +879.893547108848 5814.4306640625 4.151992321014404 9.0 +879.9139816557727 5809.06787109375 4.151080131530762 9.0 +879.9344162024572 5804.40478515625 4.151172161102295 9.0 +879.954850749149 5808.9931640625 4.149945259094238 9.0 +879.9957198420598 5816.64599609375 4.150843620300293 9.0 +880.0161543882859 5823.81494140625 4.155129909515381 9.0 +880.0365889342793 5823.70361328125 4.153581142425537 9.0 +880.0570234802653 5829.31982421875 4.156195163726807 9.0 +880.0774580260259 5817.77978515625 4.150941848754883 9.0 +880.0978925717864 5827.544921875 4.155452251434326 9.0 +880.1183272173075 5825.52587890625 4.150298595428467 9.0 +880.1591962078965 5823.916015625 4.152426242828369 9.0 +880.179630852952 5821.72607421875 4.152191162109375 9.0 +880.2000652980132 5817.73486328125 4.1553497314453125 9.0 +880.2204999428359 5813.595703125 4.154595375061035 9.0 +880.2409344874322 5820.15966796875 4.156028747558594 9.0 +880.2613689320278 5811.74169921875 4.152502059936523 9.0 +880.2818035763921 5819.80419921875 4.155423164367676 9.0 +880.3022381207484 5809.76611328125 4.15162467956543 9.0 +880.3226725648783 5819.94189453125 4.1529130935668945 9.0 +880.3431072087697 5820.603515625 4.152221202850342 9.0 +880.3635417526675 5817.2978515625 4.152196407318115 9.0 +880.3839761963318 5828.767578125 4.1554436683654785 9.0 +880.4248453831897 5822.08984375 4.155185699462891 9.0 +880.4452800266226 5814.822265625 4.152892589569092 9.0 +880.4657144695811 5809.8251953125 4.152509689331055 9.0 +880.4861490127805 5812.35693359375 4.1532087326049805 9.0 +880.506583655515 5814.13037109375 4.15225887298584 9.0 +880.5270180982479 5814.423828125 4.15225076675415 9.0 +880.5474526407415 5817.90234375 4.152832508087158 9.0 +880.5678872832432 5823.22265625 4.152650356292725 9.0 +880.588321825504 5825.03466796875 4.152836322784424 9.0 +880.6087562675384 5824.296875 4.153066158294678 9.0 +880.6291908095736 5825.00244140625 4.152035236358643 9.0 +880.649625351376 5811.3544921875 4.151742935180664 9.0 +880.6700599931719 5817.49267578125 4.152742385864258 9.0 +880.6904945347414 5824.482421875 4.152401924133301 9.0 +880.7109289760701 5819.85009765625 4.1523027420043945 9.0 +880.7313636174076 5825.302734375 4.153806686401367 9.0 +880.7517981585115 5818.52001953125 4.151579856872559 9.0 +880.7722325996147 5825.087890625 4.15228796005249 9.0 +880.7926672404792 5820.84228515625 4.152245044708252 9.0 +880.8131017811174 5826.61083984375 4.154836177825928 9.0 +880.8335362217476 5832.90087890625 4.15570592880249 9.0 +880.8539708621538 5831.75244140625 4.155428886413574 9.0 +880.8744054023264 5823.021484375 4.15238618850708 9.0 +880.8948398424982 5828.19384765625 4.153120040893555 9.0 +880.9152744824314 5830.2763671875 4.153192043304443 9.0 +880.9357090223712 5820.57177734375 4.151127815246582 9.0 +880.9561436620716 5831.72607421875 4.152800559997559 9.0 +880.997012641019 5833.21533203125 4.155993461608887 9.0 +881.0174472802537 5825.376953125 4.154375076293945 9.0 +881.0583162582698 5827.654296875 4.152523040771484 9.0 +881.0991853358137 5833.96728515625 4.15230131149292 9.0 +881.1196198743564 5829.513671875 4.152843952178955 9.0 +881.1400545128927 5840.69677734375 4.154924392700195 9.0 +881.1604890509698 5826.06787109375 4.1532301902771 9.0 +881.1809235892797 5834.21142578125 4.156220436096191 9.0 +881.2013581271167 5819.93115234375 4.151957035064697 9.0 +881.221792664961 5819.8974609375 4.152546405792236 9.0 +881.2422272025724 5821.56884765625 4.152431964874268 9.0 +881.2626617401766 5823.50390625 4.1527419090271 9.0 +881.2830962775552 5835.72705078125 4.156726360321045 9.0 +881.3035308146937 5825.3408203125 4.1528754234313965 9.0 +881.3239653518394 5826.69970703125 4.153071403503418 9.0 +881.3443997887516 5827.91650390625 4.152252197265625 9.0 +881.3648344256653 5829.6396484375 4.152642726898193 9.0 +881.3852689621053 5825.17333984375 4.151678562164307 9.0 +881.4057035987862 5842.78857421875 4.155946731567383 9.0 +881.4261380349926 5837.3271484375 4.155213356018066 9.0 +881.4465725712071 5835.45361328125 4.152596473693848 9.0 +881.4670072074223 5834.14453125 4.153848171234131 9.0 +881.4874416431703 5836.91064453125 4.155353546142578 9.0 +881.5078761789118 5840.8505859375 4.154950141906738 9.0 +881.5283108146614 5848.73583984375 4.156547546386719 9.0 +881.5487452501693 5838.72216796875 4.152919769287109 9.0 +881.5691797854524 5831.033203125 4.1529083251953125 9.0 +881.5896144205035 5831.853515625 4.153223514556885 9.0 +881.6100489555465 5827.21044921875 4.151782512664795 9.0 +881.630483390596 5830.8701171875 4.1535964012146 9.0 +881.6509180251815 5836.87109375 4.155752658843994 9.0 +881.6713525597588 5831.23681640625 4.1528449058532715 9.0 +881.6917870943435 5830.25927734375 4.153716087341309 9.0 +881.7122216286953 5838.4736328125 4.15595006942749 9.0 +881.732656162807 5836.12548828125 4.156246662139893 9.0 +881.7530907966939 5832.1220703125 4.153546333312988 9.0 +881.7735252305793 5840.00830078125 4.155211448669434 9.0 +881.8143943978794 5838.474609375 4.156279563903809 9.0 +881.8348288312991 5837.2158203125 4.152469158172607 9.0 +881.8552633644795 5839.552734375 4.153471946716309 9.0 +881.8756979976679 5838.501953125 4.153214454650879 9.0 +881.896132430622 5841.244140625 4.152627468109131 9.0 +881.9165670633374 5840.7392578125 4.154781818389893 9.0 +881.9370015960594 5842.6298828125 4.155503749847412 9.0 +881.9574360285478 5840.74853515625 4.156379699707031 9.0 +881.9778706607976 5834.27734375 4.151913642883301 9.0 +881.9983050930532 5847.57421875 4.155417442321777 9.0 +882.0187396250767 5847.25 4.153230667114258 9.0 +882.0391742570937 5839.50439453125 4.153594970703125 9.0 +882.0596086888836 5837.95166015625 4.151310443878174 9.0 +882.0800432204414 5843.9794921875 4.153507709503174 9.0 +882.1004778519928 5841.11767578125 4.15241003036499 9.0 +882.120912283317 5845.0751953125 4.155353546142578 9.0 +882.1413468144092 5845.94140625 4.153377056121826 9.0 +882.1617814454949 5847.7578125 4.154012203216553 9.0 +882.1822159763542 5845.0947265625 4.155518531799316 9.0 +882.2026505069807 5856.07568359375 4.154842376708984 9.0 +882.2230850376 5843.83837890625 4.1529364585876465 9.0 +882.2435195679936 5847.21044921875 4.1526288986206055 9.0 +882.2639540983873 5853.14404296875 4.156313419342041 9.0 +882.2843886283081 5843.87158203125 4.152914047241211 9.0 +882.3048231582361 5849.525390625 4.154547691345215 9.0 +882.3252577881649 5852.75146484375 4.153666019439697 9.0 +882.345692217852 5848.07861328125 4.1524481773376465 9.0 +882.3661267473144 5850.49462890625 4.153259754180908 9.0 +882.3865613767703 5850.404296875 4.153980255126953 9.0 +882.406995805999 5857.208984375 4.153753757476807 9.0 +882.4274304349965 5855.10009765625 4.153149604797363 9.0 +882.4478649637604 5858.18603515625 4.154149055480957 9.0 +882.4682993925162 5860.75341796875 4.155655860900879 9.0 +882.4887340212808 5850.083984375 4.152609348297119 9.0 +882.5091685495718 5854.39697265625 4.153141498565674 9.0 +882.5296029778692 5858.84375 4.154117584228516 9.0 +882.5500376061682 5858.0537109375 4.156256675720215 9.0 +882.5704721340007 5854.716796875 4.15396785736084 9.0 +882.6113411896586 5853.93408203125 4.154790878295898 9.0 +882.6317756172575 5849.09326171875 4.153569221496582 9.0 +882.6522102446179 5851.9892578125 4.153943061828613 9.0 +882.672644771752 5860.52978515625 4.153594970703125 9.0 +882.71351382578 5857.38427734375 4.154556751251221 9.0 +882.7339483526812 5857.99658203125 4.1534624099731445 9.0 +882.7543828791095 5862.28369140625 4.154335021972656 9.0 +882.774817405545 5865.236328125 4.156660079956055 9.0 +882.7952519319806 5860.60302734375 4.154112815856934 9.0 +882.8156864581833 5865.33251953125 4.1536784172058105 9.0 +882.8361210841467 5865.79736328125 4.156835556030273 9.0 +882.8565555101159 5862.162109375 4.154272556304932 9.0 +882.8974246613507 5864.9990234375 4.1540985107421875 9.0 +882.9178590866213 5858.28271484375 4.153620719909668 9.0 +882.9382937118862 5861.31201171875 4.15348482131958 9.0 +882.9791626619626 5863.62060546875 4.1574296951293945 9.0 +882.9995972867619 5868.14453125 4.157397747039795 9.0 +883.0200318113348 5858.61474609375 4.155862808227539 9.0 +883.0404662359069 5857.466796875 4.153201580047607 9.0 +883.0609008600077 5855.08056640625 4.152838706970215 9.0 +883.0813353843478 5868.52685546875 4.1571736335754395 9.0 +883.1017698082214 5862.94677734375 4.153578281402588 9.0 +883.1222044320893 5872.4541015625 4.1551923751831055 9.0 +883.142638955731 5867.8818359375 4.154691696166992 9.0 +883.1630734793725 5867.5546875 4.154883861541748 9.0 +883.183508002774 5873.18701171875 4.154384136199951 9.0 +883.20394252595 5861.56103515625 4.154344081878662 9.0 +883.2243771491267 5873.26806640625 4.155040264129639 9.0 +883.2448115720617 5866.1904296875 4.152336120605469 9.0 +883.265246094772 5874.43603515625 4.153919219970703 9.0 +883.2856806174823 5869.41455078125 4.154167652130127 9.0 +883.3061151399525 5863.91796875 4.153379917144775 9.0 +883.3265496621971 5874.01708984375 4.155947208404541 9.0 +883.3469841842088 5870.45849609375 4.153692245483398 9.0 +883.3674187062134 5872.666015625 4.154054164886475 9.0 +883.3878532282251 5870.611328125 4.153753757476807 9.0 +883.408287849772 5867.810546875 4.153607368469238 9.0 +883.4287222713101 5877.951171875 4.153521537780762 9.0 +883.4491568926242 5871.77880859375 4.154036998748779 9.0 +883.4695914139375 5875.0546875 4.155673980712891 9.0 +883.4900258350099 5888.26953125 4.156608581542969 9.0 +883.5104604558583 5878.75634765625 4.153879642486572 9.0 +883.5308949767059 5874.2392578125 4.153260707855225 9.0 +883.5717640176954 5879.79150390625 4.154501914978027 9.0 +883.5921985378445 5874.52587890625 4.154730319976807 9.0 +883.6126329579856 5882.77099609375 4.155655384063721 9.0 +883.6330675779027 5878.95947265625 4.155034065246582 9.0 +883.653502097819 5879.6787109375 4.156369209289551 9.0 +883.673936717496 5882.11279296875 4.15615701675415 9.0 +883.6943711369458 5879.1552734375 4.154263496398926 9.0 +883.7148056561637 5874.455078125 4.153933525085449 9.0 +883.735240275375 5890.943359375 4.1554670333862305 9.0 +883.7556746943592 5883.04296875 4.156911373138428 9.0 +883.7761092133442 5889.255859375 4.155102252960205 9.0 +883.796543831857 5878.2939453125 4.152851581573486 9.0 +883.8169783503763 5883.77587890625 4.1552534103393555 9.0 +883.8374127688876 5887.29541015625 4.155941963195801 9.0 +883.8578473871748 5875.2119140625 4.155096530914307 9.0 +883.8782819052285 5878.25634765625 4.155016899108887 9.0 +883.8987163230486 5881.01123046875 4.155340194702148 9.0 +883.9191509408629 5877.34716796875 4.1553874015808105 9.0 +883.9395853584501 5884.22314453125 4.154947280883789 9.0 +883.9600199757988 5886.26953125 4.154567718505859 9.0 +883.980454493154 5883.94384765625 4.154914855957031 9.0 +884.0008889102755 5894.61962890625 4.157733917236328 9.0 +884.0213235271585 5891.78466796875 4.156443119049072 9.0 +884.041758044048 5888.04638671875 4.153945446014404 9.0 +884.062192460704 5890.3935546875 4.156446933746338 9.0 +884.0826270771213 5896.40185546875 4.155158519744873 9.0 +884.1030615933123 5893.046875 4.158196926116943 9.0 +884.1234960095026 5881.89306640625 4.154683589935303 9.0 +884.1439306254542 5890.5546875 4.155853271484375 9.0 +884.1643651414124 5894.13427734375 4.1560821533203125 9.0 +884.184799557137 5893.2470703125 4.155799388885498 9.0 +884.205234172623 5896.0703125 4.158729553222656 9.0 +884.2256686878827 5893.48583984375 4.155030250549316 9.0 +884.2461033031432 5893.77294921875 4.158443450927734 9.0 +884.266537718162 5887.15966796875 4.156797885894775 9.0 +884.286972232956 5895.40966796875 4.15797233581543 9.0 +884.3074068477508 5883.560546875 4.153801918029785 9.0 +884.3278413623048 5890.27099609375 4.157632827758789 9.0 +884.3482757768652 5890.60791015625 4.157620429992676 9.0 +884.3687103909615 5900.4755859375 4.159599781036377 9.0 +884.3891449050498 5898.603515625 4.156311511993408 9.0 +884.4095793189117 5903.51806640625 4.157923221588135 9.0 +884.4300139327752 5910.68017578125 4.159951210021973 9.0 +884.4504484463978 5903.0751953125 4.158260345458984 9.0 +884.491317472959 5901.376953125 4.157870769500732 9.0 +884.511751986116 5901.8037109375 4.159106731414795 9.0 +884.5526210119788 5892.1279296875 4.157920837402344 9.0 +884.5730554244365 5899.93798828125 4.159340858459473 9.0 +884.593490036903 5899.744140625 4.159234046936035 9.0 +884.6139245493687 5903.353515625 4.1593918800354 9.0 +884.6343589613607 5907.6064453125 4.159092426300049 9.0 +884.6547935733615 5897.5439453125 4.1591925621032715 9.0 +884.6752280851288 5898.5751953125 4.159285545349121 9.0 +884.6956625968887 5901.5498046875 4.159174919128418 9.0 +884.7160971084231 5902.89208984375 4.1606292724609375 9.0 +884.7365316197247 5895.92431640625 4.161189079284668 9.0 +884.7569662307869 5890.96923828125 4.156599044799805 9.0 +884.7774006418549 5898.8662109375 4.160871505737305 9.0 +884.7978351526908 5894.03076171875 4.158956527709961 9.0 +884.8182697635202 5904.80859375 4.160353660583496 9.0 +884.8387042738905 5895.53125 4.159487724304199 9.0 +884.85913868426 5895.791015625 4.158562183380127 9.0 +884.8795732943909 5899.08154296875 4.160131931304932 9.0 +884.9000078045283 5902.10791015625 4.157566070556641 9.0 +884.9204422144321 5899.96240234375 4.158939361572266 9.0 +884.9408768240974 5905.34765625 4.160150527954102 9.0 +884.9613113335363 5896.57421875 4.158806324005127 9.0 +884.9817458429752 5894.81640625 4.156872749328613 9.0 +885.002180352174 5903.59912109375 4.15894079208374 9.0 +885.0226148613801 5897.068359375 4.159463405609131 9.0 +885.043049470114 5908.15771484375 4.160016059875488 9.0 +885.0634838788537 5906.97998046875 4.160345554351807 9.0 +885.0839183873613 5900.16162109375 4.157116413116455 9.0 +885.1043529958624 5901.6826171875 4.1591010093688965 9.0 +885.1247874041364 5904.47607421875 4.1595072746276855 9.0 +885.1452219121784 5905.64501953125 4.159980773925781 9.0 +885.165656519981 5906.82275390625 4.157576084136963 9.0 +885.1860909277893 5918.267578125 4.161378860473633 9.0 +885.2269599427091 5901.5419921875 4.158605098724365 9.0 +885.2473944500452 5894.12451171875 4.156953811645508 9.0 +885.2678290571566 5908.54443359375 4.159102916717529 9.0 +885.2882634640264 5897.546875 4.158858299255371 9.0 +885.3086979706713 5904.94775390625 4.159849643707275 9.0 +885.3291325773171 5906.5234375 4.157310962677002 9.0 +885.3495669837284 5900.353515625 4.157714366912842 9.0 +885.3700014899005 5900.1767578125 4.1584858894348145 9.0 +885.3904360960805 5901.1640625 4.159220218658447 9.0 +885.4108706020197 5895.322265625 4.157063961029053 9.0 +885.4313050077326 5896.44482421875 4.155418395996094 9.0 +885.451739613447 5894.3623046875 4.156947612762451 9.0 +885.4721741186877 5907.81884765625 4.1584577560424805 9.0 +885.4926086239357 5911.48876953125 4.159481048583984 9.0 +885.5130431291836 5900.40380859375 4.155703544616699 9.0 +885.5334776339587 5910.69873046875 4.156126499176025 9.0 +885.5539122387418 5905.7177734375 4.1552815437316895 9.0 +885.5743466435233 5899.36279296875 4.154614448547363 9.0 +885.5947811478327 5908.64599609375 4.157806396484375 9.0 +885.6152157521501 5904.017578125 4.156321048736572 9.0 +885.6356501562332 5903.037109375 4.155966281890869 9.0 +885.6560846600769 5897.62548828125 4.155325412750244 9.0 +885.6765192639286 5913.13330078125 4.157058238983154 9.0 +885.696953667546 5894.03125 4.155673980712891 9.0 +885.7173881709241 5896.00341796875 4.155516147613525 9.0 +885.7378227743102 5899.99755859375 4.155714511871338 9.0 +885.7582571772291 5896.82421875 4.155178546905518 9.0 +885.7786917801423 5902.60205078125 4.156111717224121 9.0 +885.7991262830619 5909.7880859375 4.155876159667969 9.0 +885.8195606855152 5904.72314453125 4.156474590301514 9.0 +885.8399952879627 5908.501953125 4.1565093994140625 9.0 +885.8604297901838 5896.6005859375 4.155576229095459 9.0 +885.880864292405 5911.57275390625 4.15601921081543 9.0 +885.9012987943861 5899.828125 4.1544623374938965 9.0 +885.9217332961416 5897.28857421875 4.155186176300049 9.0 +885.9626022989469 5901.154296875 4.157493591308594 9.0 +885.9830368002367 5893.1640625 4.158352851867676 9.0 +886.0034713012938 5897.671875 4.155887603759766 9.0 +886.0239058023435 5894.58349609375 4.1554341316223145 9.0 +886.0443403031677 5892.19140625 4.155063629150391 9.0 +886.0647749037598 5906.44482421875 4.15751838684082 9.0 +886.0852093041103 5895.80517578125 4.155752182006836 9.0 +886.105643804236 5910.89501953125 4.158481121063232 9.0 +886.1260784043552 5901.9150390625 4.156039237976074 9.0 +886.1465128042473 5899.84716796875 4.155914783477783 9.0 +886.1669473039074 5900.49951171875 4.155267238616943 9.0 +886.1873819035682 5897.841796875 4.15535306930542 9.0 +886.2078163029873 5905.6572265625 4.155657768249512 9.0 +886.2282508021817 5920.03857421875 4.157771110534668 9.0 +886.2486854011368 5906.646484375 4.156946182250977 9.0 +886.289554398827 5894.17822265625 4.154049396514893 9.0 +886.3099888973156 5906.77197265625 4.157898426055908 9.0 +886.3304232958108 5901.8330078125 4.155236721038818 9.0 +886.3508578940746 5897.93701171875 4.154494762420654 9.0 +886.3712923920975 5898.18212890625 4.154817581176758 9.0 +886.3917268898949 5895.28759765625 4.153866767883301 9.0 +886.4121613876923 5894.6220703125 4.154973030090332 9.0 +886.4325958852496 5898.67529296875 4.155328750610352 9.0 +886.4530303825813 5890.8505859375 4.154759883880615 9.0 +886.4734648796803 5896.8408203125 4.155856132507324 9.0 +886.4938993767719 5898.72314453125 4.1554789543151855 9.0 +886.514333873638 5900.3623046875 4.156879901885986 9.0 +886.5347683702712 5896.83935546875 4.157679080963135 9.0 +886.5552028666643 5888.494140625 4.1537933349609375 9.0 +886.5756374630655 5895.185546875 4.155182838439941 9.0 +886.5960718592323 5888.14111328125 4.154144763946533 9.0 +886.6165063551598 5888.70458984375 4.15570592880249 9.0 +886.6369409510953 5869.6201171875 4.152771472930908 9.0 +887.5769276723586 5844.73974609375 4.153528690338135 9.0 +887.597362260145 5853.01123046875 4.1542768478393555 9.0 +887.6382311347843 5866.603515625 4.1524553298950195 9.0 +887.6586657220978 5883.94970703125 4.1531081199646 9.0 +887.6791002089521 5869.1005859375 4.152405261993408 9.0 +887.7404036688094 5872.4912109375 4.152796268463135 9.0 +887.7608380551974 5871.1640625 4.153355121612549 9.0 +887.8017071270369 5871.798828125 4.152441501617432 9.0 +887.8221415129519 5872.92822265625 4.152539253234863 9.0 +887.8425760984101 5876.31396484375 4.153234958648682 9.0 +887.8630105838674 5876.6767578125 4.152950286865234 9.0 +887.8834450690847 5865.181640625 4.151945114135742 9.0 +887.9038795540764 5876.0400390625 4.152757167816162 9.0 +887.9243140388353 5874.6279296875 4.152867317199707 9.0 +887.9447485235869 5865.46826171875 4.151910305023193 9.0 +887.965183008113 5871.47021484375 4.152730464935303 9.0 +887.9856174924062 5854.6328125 4.15037202835083 9.0 +888.0060519764593 5866.69287109375 4.152540683746338 9.0 +888.0264864605197 5860.83642578125 4.1510114669799805 9.0 +888.0469209443472 5860.90625 4.150965690612793 9.0 +888.0673554279347 5860.41455078125 4.150585651397705 9.0 +888.0877899112966 5868.1767578125 4.152575492858887 9.0 +888.1082243946585 5865.48291015625 4.151787757873535 9.0 +888.128658977781 5868.06591796875 4.151646614074707 9.0 +888.1490933606765 5861.90478515625 4.15019416809082 9.0 +888.1695279433407 5868.10595703125 4.151693820953369 9.0 +888.189962425764 5855.62255859375 4.149531364440918 9.0 +888.2103968081938 5857.03271484375 4.150272369384766 9.0 +888.2512658723499 5856.37744140625 4.150789260864258 9.0 +888.271700254314 5864.42431640625 4.150912761688232 9.0 +888.2921348358141 5858.5224609375 4.150636672973633 9.0 +888.312569317306 5860.0576171875 4.15350866317749 9.0 +888.3738727606324 5853.46533203125 4.149666786193848 9.0 +888.3943073414339 5856.27685546875 4.149118423461914 9.0 +888.414741722001 5851.2158203125 4.149033546447754 9.0 +888.4351762025617 5855.29833984375 4.1494059562683105 9.0 +888.455610682664 5851.16259765625 4.149237632751465 9.0 +888.4760451627662 5853.80810546875 4.149078369140625 9.0 +888.4964796426284 5855.1728515625 4.149416446685791 9.0 +888.516914122265 5853.3583984375 4.149753093719482 9.0 +888.5373486016688 5852.70751953125 4.149901866912842 9.0 +888.5577830810653 5850.57958984375 4.149570465087891 9.0 +888.5986520391743 5849.9716796875 4.148496150970459 9.0 +888.6190865178723 5853.07470703125 4.148598670959473 9.0 +888.6395210965784 5849.765625 4.149012088775635 9.0 +888.6599554750428 5858.390625 4.149805068969727 9.0 +888.6803900532832 5853.1806640625 4.1482625007629395 9.0 +888.70082453129 5856.0537109375 4.14900541305542 9.0 +888.7212589090632 5857.4169921875 4.149240493774414 9.0 +888.7621279643718 5849.14697265625 4.148850917816162 9.0 +888.782562341672 5852.73828125 4.148512363433838 9.0 +888.8029969189811 5851.75732421875 4.148605823516846 9.0 +888.8234313958237 5853.1669921875 4.147273540496826 9.0 +888.9051692020148 5848.3876953125 4.148709297180176 9.0 +888.9460382538382 5851.57177734375 4.148838043212891 9.0 +888.9869072051879 5844.7685546875 4.148148059844971 9.0 +889.0073416804007 5844.6669921875 4.147491931915283 9.0 +889.027776255607 5851.5947265625 4.148013591766357 9.0 +889.0482106305863 5845.52978515625 4.147364139556885 9.0 +889.0686451053334 5844.99951171875 4.147916793823242 9.0 +889.0890796800741 5849.99609375 4.150484561920166 9.0 +889.1095141543556 5845.25244140625 4.150344371795654 9.0 +889.1299485286363 5843.8232421875 4.1488800048828125 9.0 +889.1503831026785 5846.50732421875 4.148078441619873 9.0 +889.1708175764943 5840.583984375 4.149445533752441 9.0 +889.1912520503101 5845.84765625 4.150182723999023 9.0 +889.2116865238859 5848.13232421875 4.148034572601318 9.0 +889.2321208972353 5836.1943359375 4.147368431091309 9.0 +889.2525554703534 5846.62109375 4.148773670196533 9.0 +889.2729899432306 5838.23974609375 4.145625591278076 9.0 +889.2934243161144 5852.08642578125 4.150236129760742 9.0 +889.3138588887668 5853.27880859375 4.150493144989014 9.0 +889.3342933611784 5847.71435546875 4.1495585441589355 9.0 +889.3547277333637 5841.43017578125 4.149166107177734 9.0 +889.3751623053176 5845.8095703125 4.146820545196533 9.0 +889.3955967772636 5842.83349609375 4.148049354553223 9.0 +889.4160311489832 5853.32861328125 4.150177001953125 9.0 +889.4364657204715 5844.38525390625 4.148514747619629 9.0 +889.4773347629744 5846.25439453125 4.14931058883667 9.0 +889.4977691337626 5846.67822265625 4.149496078491211 9.0 +889.5182036045444 5849.0546875 4.149506568908691 9.0 +889.5386381751014 5853.57958984375 4.149528503417969 9.0 +889.5590725456568 5845.2119140625 4.148911952972412 9.0 +889.5999415858314 5843.443359375 4.149622440338135 9.0 +889.6203760556818 5850.79248046875 4.1500067710876465 9.0 +889.640810425306 5841.5830078125 4.146144866943359 9.0 +889.6612449946988 5842.1552734375 4.1484880447387695 9.0 +889.7021138330092 5844.248046875 4.149294853210449 9.0 +889.7225484019364 5852.4921875 4.149630546569824 9.0 +889.7429828708555 5849.01904296875 4.148765563964844 9.0 +889.763417439317 5851.8232421875 4.149437427520752 9.0 +889.783851807777 5851.82421875 4.149545192718506 9.0 +889.804286275772 5845.7802734375 4.149227619171143 9.0 +889.8247208437606 5845.18359375 4.148669719696045 9.0 +889.8451552115221 5842.15283203125 4.1488237380981445 9.0 +889.8655895792836 5845.38037109375 4.148670673370361 9.0 +889.9268929809332 5839.86181640625 4.148830890655518 9.0 +889.9677620145885 5839.5849609375 4.148961067199707 9.0 +889.9881965809473 5849.51904296875 4.148375511169434 9.0 +890.0086309473118 5846.234375 4.149153709411621 9.0 +890.0290654134442 5863.26513671875 4.151230812072754 9.0 +890.0494999793373 5850.0009765625 4.149082660675049 9.0 +890.0699343452361 5840.32177734375 4.148231029510498 9.0 +890.09036881067 5835.1875 4.148051738739014 9.0 +890.1108033760975 5843.9423828125 4.148913860321045 9.0 +890.1312378412986 5839.591796875 4.149041175842285 9.0 +890.1516722062661 5834.4404296875 4.148726463317871 9.0 +890.1721067712278 5840.603515625 4.149209022521973 9.0 +890.1925412357305 5837.5185546875 4.148518085479736 9.0 +890.2129756002323 5834.88134765625 4.148122787475586 9.0 +890.2334101644956 5836.10302734375 4.148566722869873 9.0 +890.2742791923374 5833.7802734375 4.14790678024292 9.0 +890.2947135561335 5849.755859375 4.149361610412598 9.0 +890.3151480197048 5839.62109375 4.148102283477783 9.0 +890.335582583044 5832.0087890625 4.147896766662598 9.0 +890.3560169461416 5842.71435546875 4.148740768432617 9.0 +890.3764514090144 5843.60595703125 4.148105621337891 9.0 +890.396885971888 5836.9580078125 4.14815092086792 9.0 +890.4173203342871 5839.29833984375 4.148239612579346 9.0 +890.4377547966942 5840.8525390625 4.147871494293213 9.0 +890.4581893588693 5845.0869140625 4.1486053466796875 9.0 +890.4786237210355 5838.23046875 4.147738933563232 9.0 +890.4990581827442 5840.42919921875 4.148207664489746 9.0 +890.5194926444528 5848.02685546875 4.14926815032959 9.0 +890.5399271059214 5836.18701171875 4.147708415985107 9.0 +890.5603616671651 5838.74169921875 4.148438930511475 9.0 +890.5807960281745 5841.67529296875 4.148175239562988 9.0 +890.6012304889446 5835.8955078125 4.148072719573975 9.0 +890.6216650497227 5838.88232421875 4.148036003112793 9.0 +890.6420995102671 5831.892578125 4.147508144378662 9.0 +890.6625338705708 5839.15673828125 4.148179531097412 9.0 +890.6829684306504 5831.71630859375 4.147398948669434 9.0 +890.7034028904964 5840.8955078125 4.148654460906982 9.0 +890.7238372503343 5835.7705078125 4.148232460021973 9.0 +890.7647062690958 5835.0185546875 4.147237300872803 9.0 +890.7851406282352 5820.96044921875 4.147368907928467 9.0 +890.8055751873835 5828.66064453125 4.146831512451172 9.0 +890.8260096460654 5828.7666015625 4.147842884063721 9.0 +890.8668785629561 5828.21142578125 4.147943019866943 9.0 +890.8873130211723 5847.4677734375 4.14984130859375 9.0 +890.907747579382 5837.14501953125 4.1483893394470215 9.0 +890.9281819371317 5836.19873046875 4.148205280303955 9.0 +890.9486163948823 5839.9482421875 4.1483845710754395 9.0 +890.9690509521606 5842.41943359375 4.148926258087158 9.0 +890.9894853094447 5837.2978515625 4.148221969604492 9.0 +891.0099197664968 5837.3935546875 4.147924423217773 9.0 +891.0303543235423 5837.1171875 4.147445201873779 9.0 +891.0507886801279 5839.0986328125 4.148573875427246 9.0 +891.071223136707 5840.50927734375 4.148216724395752 9.0 +891.0916576928284 5836.75634765625 4.147858142852783 9.0 +891.1120921489492 5834.298828125 4.1480231285095215 9.0 +891.1325266050626 5837.01220703125 4.14838981628418 9.0 +891.1529610607176 5831.3310546875 4.147330284118652 9.0 +891.1938299715548 5829.98291015625 4.147643566131592 9.0 +891.2142644267442 5831.73095703125 4.146713733673096 9.0 +891.2346988817008 5833.0546875 4.147487640380859 9.0 +891.2551333364172 5837.2294921875 4.147756099700928 9.0 +891.2755677911409 5834.4921875 4.147485256195068 9.0 +891.2960021453982 5842.9384765625 4.148721694946289 9.0 +891.3164366996498 5836.1611328125 4.147005558013916 9.0 +891.3573057074682 5839.92041015625 4.147858619689941 9.0 +891.418609067674 5833.47119140625 4.147492408752441 9.0 +891.4390434207598 5825.39697265625 4.146785259246826 9.0 +891.4594778736209 5830.97705078125 4.1473388671875 9.0 +891.4799124262499 5834.65966796875 4.147519111633301 9.0 +891.5003467786373 5831.29443359375 4.147151947021484 9.0 +891.5412157831961 5838.041015625 4.147794723510742 9.0 +891.561650134885 5830.6455078125 4.1469502449035645 9.0 +891.5820845865819 5836.28662109375 4.147224426269531 9.0 +891.6025191382796 5835.0927734375 4.147561073303223 9.0 +891.6229535895036 5831.29150390625 4.146975994110107 9.0 +891.643388040502 5830.533203125 4.146694183349609 9.0 +891.6638224915005 5834.375 4.147458553314209 9.0 +891.6842569422588 5828.78857421875 4.146917819976807 9.0 +891.7046913927916 5827.69873046875 4.1468939781188965 9.0 +891.7251258430915 5839.74658203125 4.147660732269287 9.0 +891.7455602931514 5830.60009765625 4.147083282470703 9.0 +891.7659947432185 5831.95556640625 4.146476745605469 9.0 +891.7864291930528 5825.0 4.145284652709961 9.0 +891.8068636424141 5832.94287109375 4.145776748657227 9.0 +891.8477325411513 5838.92236328125 4.14729642868042 9.0 +891.868166990047 5834.54296875 4.146731853485107 9.0 +891.8886014387172 5831.212890625 4.145798683166504 9.0 +891.9499047840218 5836.41357421875 4.14570951461792 9.0 +891.9703392319934 5831.47900390625 4.144956111907959 9.0 +891.9907737797257 5845.697265625 4.147237777709961 9.0 +892.0112081274638 5826.37939453125 4.145901203155518 9.0 +892.0316425747369 5832.40380859375 4.1454901695251465 9.0 +892.0520771220035 5829.11474609375 4.146401882171631 9.0 +892.0725114690431 5833.5458984375 4.145813941955566 9.0 +892.0929459158506 5843.84619140625 4.147180557250977 9.0 +892.1133804624187 5833.32080078125 4.145109176635742 9.0 +892.1338148089926 5834.505859375 4.1451849937438965 9.0 +892.1542492551016 5841.4775390625 4.145897388458252 9.0 +892.1746838012041 5835.3486328125 4.146102428436279 9.0 +892.1951182470802 5827.24365234375 4.1451921463012695 9.0 +892.2155526927236 5831.58056640625 4.145971298217773 9.0 +892.2359871381268 5830.302734375 4.146235942840576 9.0 +892.2564215835373 5833.447265625 4.1460065841674805 9.0 +892.2768561284756 5829.77734375 4.145723819732666 9.0 +892.2972904734197 5841.857421875 4.146510124206543 9.0 +892.3177249181317 5844.38232421875 4.1464338302612305 9.0 +892.3381594626044 5847.06787109375 4.146704196929932 9.0 +892.35859380685 5841.85693359375 4.146338939666748 9.0 +892.3790282508635 5828.67626953125 4.145015239715576 9.0 +892.3994627948705 5836.3212890625 4.145384788513184 9.0 +892.4198971384176 5827.53857421875 4.145056247711182 9.0 +892.4607660252805 5846.9072265625 4.147000312805176 9.0 +892.4812004683554 5844.4033203125 4.146604537963867 9.0 +892.5016350112055 5841.3701171875 4.146046161651611 9.0 +892.5425037964305 5833.24169921875 4.143514633178711 9.0 +892.562938338815 5847.92138671875 4.146152973175049 9.0 +892.6038071228759 5841.732421875 4.14628267288208 9.0 +892.6242416645619 5848.146484375 4.146373748779297 9.0 +892.6446760060062 5836.5107421875 4.14465856552124 9.0 +892.6651104472257 5843.09765625 4.144896030426025 9.0 +892.685544988446 5849.3515625 4.146833419799805 9.0 +892.7059794294255 5837.1044921875 4.145371437072754 9.0 +892.7264137701786 5840.2353515625 4.146320819854736 9.0 +892.7468483107004 5835.841796875 4.145038604736328 9.0 +892.7672827509814 5839.2490234375 4.145655155181885 9.0 +892.7877171910368 5834.28857421875 4.14458703994751 9.0 +892.8081516310922 5838.26123046875 4.145076274871826 9.0 +892.8285860706746 5840.3095703125 4.145366191864014 9.0 +892.8490206102651 5835.97119140625 4.144466400146484 9.0 +892.8898893887381 5836.78466796875 4.145118713378906 9.0 +892.9103239276301 5836.16796875 4.145816326141357 9.0 +892.9307582662877 5831.60302734375 4.144753456115723 9.0 +892.9511927049389 5838.83203125 4.144649982452393 9.0 +892.9716272433652 5836.87060546875 4.145251274108887 9.0 +892.9920615813244 5838.56982421875 4.1460957527160645 9.0 +893.0124961192778 5839.10205078125 4.1453752517700195 9.0 +893.0329305570049 5834.66552734375 4.1440534591674805 9.0 +893.0533648944984 5829.7578125 4.143625259399414 9.0 +893.0737994319861 5829.14453125 4.144315242767334 9.0 +893.0942338690147 5829.65673828125 4.144151210784912 9.0 +893.1146683060433 5830.87060546875 4.145354747772217 9.0 +893.1351027428318 5830.666015625 4.145186424255371 9.0 +893.1555371793947 5837.412109375 4.14422082901001 9.0 +893.1759716157248 5826.58447265625 4.144333362579346 9.0 +893.1964060518148 5827.3134765625 4.144510746002197 9.0 +893.2168404876793 5834.83984375 4.144079685211182 9.0 +893.237274823543 5839.11083984375 4.146076202392578 9.0 +893.2577093589352 5825.04736328125 4.144228458404541 9.0 +893.278143794334 5837.39599609375 4.145658016204834 9.0 +893.2985782295 5837.94482421875 4.146278381347656 9.0 +893.3394470991261 5829.6142578125 4.1451191902160645 9.0 +893.3598816335871 5832.75634765625 4.1449713706970215 9.0 +893.3803159680538 5836.8984375 4.145013332366943 9.0 +893.4007504020556 5834.18701171875 4.144646167755127 9.0 +893.4211849360581 5834.98974609375 4.145012855529785 9.0 +893.4416192698191 5835.77783203125 4.145426273345947 9.0 +893.4620537033552 5835.91845703125 4.145771026611328 9.0 +893.482488236652 5839.25048828125 4.145303249359131 9.0 +893.5029225697217 5832.0439453125 4.144497871398926 9.0 +893.5233570025594 5835.8388671875 4.145017623901367 9.0 +893.5437915353905 5828.44482421875 4.144115447998047 9.0 +893.5642258679945 5836.82861328125 4.145163059234619 9.0 +893.5846604001345 5833.02490234375 4.143988132476807 9.0 +893.6050948322663 5841.1416015625 4.14484977722168 9.0 +893.6255291641719 5843.0908203125 4.145362854003906 9.0 +893.6868325587202 5831.05712890625 4.144642353057861 9.0 +893.707266989928 5833.509765625 4.144321918487549 9.0 +893.7481358514051 5834.42578125 4.144657611846924 9.0 +893.7685702819144 5841.35595703125 4.145723819732666 9.0 +893.7890047121837 5839.36572265625 4.144714832305908 9.0 +893.8094391422273 5838.12939453125 4.143503665924072 9.0 +893.829873572271 5835.9482421875 4.143662452697754 9.0 +893.8503080018418 5840.84130859375 4.143357753753662 9.0 +893.8707425314205 5831.7470703125 4.143229007720947 9.0 +893.891176860765 5833.185546875 4.143790245056152 9.0 +893.9116112896372 5834.95458984375 4.142934322357178 9.0 +893.9320458185175 5841.80908203125 4.1431355476379395 9.0 +893.9524801471634 5846.9013671875 4.144885063171387 9.0 +893.9729145758029 5840.0126953125 4.143146514892578 9.0 +893.9933491039847 5842.04541015625 4.143561363220215 9.0 +894.0137834319321 5837.37841796875 4.142750263214111 9.0 +894.034217859873 5834.78076171875 4.142909049987793 9.0 +894.0750867150709 5826.77734375 4.141323566436768 9.0 +894.0955211420805 5845.1533203125 4.1434149742126465 9.0 +894.1363899961143 5841.42041015625 4.144376754760742 9.0 +894.156824522659 5830.92138671875 4.143492698669434 9.0 +894.1772589492102 5836.62646484375 4.144237041473389 9.0 +894.1976933752958 5831.259765625 4.143537998199463 9.0 +894.2181278013741 5829.921875 4.144196510314941 9.0 +894.2385622272268 5839.0205078125 4.144250869750977 9.0 +894.2589966528467 5835.5576171875 4.1431474685668945 9.0 +894.2998655033807 5843.041015625 4.142863750457764 9.0 +894.3202999283021 5853.4072265625 4.144448757171631 9.0 +894.3407344529842 5842.6474609375 4.142967224121094 9.0 +894.361168777672 5836.45849609375 4.143123149871826 9.0 +894.3816032021277 5836.70654296875 4.144201755523682 9.0 +894.4020377261113 5840.54736328125 4.145143032073975 9.0 +894.4224720501006 5837.5166015625 4.14456033706665 9.0 +894.4429065738514 5834.017578125 4.143517971038818 9.0 +894.4633409973758 5841.8671875 4.143014430999756 9.0 +894.4837753208994 5842.74462890625 4.144372940063477 9.0 +894.504209843959 5835.80712890625 4.142868995666504 9.0 +894.5246441667769 5846.76513671875 4.145247459411621 9.0 +894.5450785896028 5835.630859375 4.144010543823242 9.0 +894.5655131121894 5844.740234375 4.145850658416748 9.0 +894.5859474345489 5838.73193359375 4.145503044128418 9.0 +894.6063818564435 5833.44873046875 4.14422082901001 9.0 +894.6268163783388 5825.68115234375 4.144113063812256 9.0 +894.6472507002254 5830.48974609375 4.143728256225586 9.0 +894.6676851216544 5839.34814453125 4.144437789916992 9.0 +894.688119642844 5838.236328125 4.143697261810303 9.0 +894.7085540640401 5833.6640625 4.143446445465088 9.0 +894.7289884847705 5851.802734375 4.145835876464844 9.0 +894.749422905501 5834.822265625 4.1443023681640625 9.0 +894.7698573259913 5839.4326171875 4.143557071685791 9.0 +894.7902917462561 5831.8583984375 4.141868591308594 9.0 +894.8311605860799 5834.83154296875 4.143531799316406 9.0 +894.8515950056462 5838.64208984375 4.144060134887695 9.0 +894.8720294252125 5842.50927734375 4.1449360847473145 9.0 +894.9128983634073 5840.4033203125 4.143621921539307 9.0 +894.9333326820342 5842.814453125 4.1448187828063965 9.0 +894.9537671006692 5844.27197265625 4.144735336303711 9.0 +894.9742016190721 5837.1513671875 4.1437883377075195 9.0 +894.9946359372407 5835.4404296875 4.143155097961426 9.0 +895.0150704551706 5842.466796875 4.1443257331848145 9.0 +895.0355048728743 5844.50537109375 4.142711639404297 9.0 +895.0559391905699 5844.67529296875 4.143211841583252 9.0 +895.0968081250467 5842.3330078125 4.139677047729492 9.0 +895.1172424418182 5851.5322265625 4.143091678619385 9.0 +895.137676958584 5844.3095703125 4.1440205574035645 9.0 +895.1581113751236 5840.0888671875 4.13920259475708 9.0 +895.1785456914222 5838.08935546875 4.139013767242432 9.0 +895.1989802074968 5849.45751953125 4.140507221221924 9.0 +895.219414523337 5841.51708984375 4.140437602996826 9.0 +895.2398490389387 5842.83349609375 4.140102863311768 9.0 +895.2602834545469 5836.87060546875 4.14025354385376 9.0 +895.2807178696894 5834.0263671875 4.139698505401611 9.0 +895.3011522848246 5839.1826171875 4.140775680541992 9.0 +895.3215866997343 5845.5078125 4.141420364379883 9.0 +895.3420211141784 5846.3125 4.141809463500977 9.0 +895.3624556286159 5838.70849609375 4.139598846435547 9.0 +895.3828899428263 5844.24951171875 4.1410112380981445 9.0 +895.4033243568047 5838.03125 4.140181541442871 9.0 +895.4237588705437 5846.93505859375 4.141411781311035 9.0 +895.4441931842885 5838.6904296875 4.1401472091674805 9.0 +895.4646275975683 5837.34912109375 4.140743732452393 9.0 +895.4850621106089 5846.46240234375 4.140923500061035 9.0 +895.5054964236551 5848.62255859375 4.141561031341553 9.0 +895.5259309364701 5837.61083984375 4.139892578125 9.0 +895.5463653488114 5852.0 4.1399760246276855 9.0 +895.5667996611592 5853.55322265625 4.1417131423950195 9.0 +895.5872341732756 5848.7138671875 4.1401495933532715 9.0 +895.6076685851513 5843.12548828125 4.139710426330566 9.0 +895.6281028968006 5845.48876953125 4.1404290199279785 9.0 +895.6485374084514 5841.19140625 4.14082670211792 9.0 +895.6689718196285 5848.14990234375 4.141352653503418 9.0 +895.6894061305793 5843.81640625 4.1406569480896 9.0 +895.7098406415316 5847.25439453125 4.141040802001953 9.0 +895.7302750522431 5841.32470703125 4.140416145324707 9.0 +895.7507094624962 5847.1865234375 4.141253471374512 9.0 +895.7711438727492 5842.4189453125 4.141330242156982 9.0 +895.7915782827622 5845.39208984375 4.1408843994140625 9.0 +895.8324471021042 5855.4619140625 4.141839504241943 9.0 +895.8528815114187 5846.60400390625 4.142116546630859 9.0 +895.8733159207404 5847.2373046875 4.140903949737549 9.0 +895.9141847382125 5853.81005859375 4.142171859741211 9.0 +895.9346192468365 5841.16015625 4.140649318695068 9.0 +895.9550535552262 5851.5654296875 4.140607833862305 9.0 +895.9754879631437 5854.22509765625 4.141382217407227 9.0 +896.0367911862122 5840.3955078125 4.140437126159668 9.0 +896.0572256934392 5851.19580078125 4.140408039093018 9.0 +896.0776600004319 5850.19970703125 4.141800880432129 9.0 +896.098094507186 5845.83740234375 4.141526222229004 9.0 +896.1185289139466 5839.56787109375 4.141300678253174 9.0 +896.1389632202336 5851.611328125 4.142520904541016 9.0 +896.1593977265293 5843.43310546875 4.141287803649902 9.0 +896.1798321323586 5850.4716796875 4.141124248504639 9.0 +896.220700943777 5850.2685546875 4.140461444854736 9.0 +896.2411353489078 5853.26220703125 4.140860080718994 9.0 +896.2615697540314 5855.0419921875 4.141617774963379 9.0 +896.2820041589293 5851.8994140625 4.141513824462891 9.0 +896.3024385638273 5851.65869140625 4.140088081359863 9.0 +896.3228730682531 5858.669921875 4.140959739685059 9.0 +896.3433074724526 5853.4345703125 4.140532970428467 9.0 +896.3637417764185 5850.599609375 4.140902519226074 9.0 +896.3841762803786 5856.49365234375 4.1416015625 9.0 +896.4046106838796 5859.43017578125 4.141421318054199 9.0 +896.4250449873798 5864.41748046875 4.1417317390441895 9.0 +896.4454794904086 5856.70751953125 4.140753746032715 9.0 +896.4659137934432 5846.9560546875 4.140763282775879 9.0 +896.4863481962457 5852.51708984375 4.141966819763184 9.0 +896.5272170011449 5845.21484375 4.141695022583008 9.0 +896.5476514032489 5851.99853515625 4.142031192779541 9.0 +896.5680859051135 5852.05712890625 4.142723083496094 9.0 +896.5885202067511 5855.62255859375 4.142776966094971 9.0 +896.6089547083902 5855.181640625 4.142572402954102 9.0 +896.6293891095556 5856.28515625 4.142873764038086 9.0 +896.6498234107275 5857.7744140625 4.1415181159973145 9.0 +896.6702579114353 5861.08544921875 4.1419572830200195 9.0 +896.6906923121351 5850.85498046875 4.140640735626221 9.0 +896.7111266123757 5852.79443359375 4.140960216522217 9.0 +896.7315611126178 5848.5771484375 4.141086101531982 9.0 +896.751995512619 5852.69384765625 4.142585754394531 9.0 +896.7928643119376 5853.99462890625 4.142411231994629 9.0 +896.8132987112403 5854.169921875 4.143224239349365 9.0 +896.8337331103176 5857.67138671875 4.142219066619873 9.0 +896.8541675091619 5860.46875 4.144001007080078 9.0 +896.874601907999 5850.57275390625 4.142210006713867 9.0 +896.8950364063785 5854.63720703125 4.1428656578063965 9.0 +896.9154708045244 5859.658203125 4.142903804779053 9.0 +896.9359051026622 5854.638671875 4.1427483558654785 9.0 +896.956339600576 5849.4931640625 4.141903400421143 9.0 +896.9767739980161 5860.25732421875 4.142922401428223 9.0 +896.9972082954628 5863.40576171875 4.1429924964904785 9.0 +897.0176427926781 5858.6396484375 4.142317771911621 9.0 +897.0380771896598 5872.43701171875 4.144413471221924 9.0 +897.0585114864007 5862.77294921875 4.143404483795166 9.0 +897.0789459829175 5857.39501953125 4.14300537109375 9.0 +897.0993803791935 5858.7470703125 4.142335414886475 9.0 +897.1198146752431 5850.83642578125 4.142216205596924 9.0 +897.1402491710614 5852.9599609375 4.142769813537598 9.0 +897.1606835666462 5862.34716796875 4.143510341644287 9.0 +897.1811179622237 5858.4404296875 4.142455101013184 9.0 +897.2015523573427 5859.50341796875 4.14277982711792 9.0 +897.2219866522282 5867.2099609375 4.1439642906188965 9.0 +897.242421147108 5863.89892578125 4.143571376800537 9.0 +897.2628555417614 5863.470703125 4.142960071563721 9.0 +897.2832899359491 5863.4658203125 4.14337158203125 9.0 +897.3037243301296 5856.990234375 4.143432140350342 9.0 +897.3241587240846 5861.5498046875 4.1422038078308105 9.0 +897.3445931177994 5855.06640625 4.142248630523682 9.0 +897.3650275112886 5862.45849609375 4.143073081970215 9.0 +897.3854619045451 5865.37890625 4.144103050231934 9.0 +897.4058962975687 5866.92529296875 4.143382549285889 9.0 +897.426330790353 5866.6103515625 4.144021987915039 9.0 +897.4467650829101 5852.064453125 4.141395568847656 9.0 +897.4671995752287 5858.89453125 4.14243221282959 9.0 +897.4876339675538 5863.86865234375 4.143528461456299 9.0 +897.5080682594125 5862.7021484375 4.142574310302734 9.0 +897.5489371426593 5859.68408203125 4.142766952514648 9.0 +897.5693714340523 5861.8291015625 4.143033504486084 9.0 +897.5898059249739 5853.2119140625 4.142833709716797 9.0 +897.610240315902 5860.47607421875 4.143007755279541 9.0 +897.6306746065966 5859.13134765625 4.143373012542725 9.0 +897.6511090970525 5865.4677734375 4.143767356872559 9.0 +897.6715434870493 5868.02197265625 4.143606185913086 9.0 +897.6919779770469 5867.43701171875 4.14456033706665 9.0 +897.7124122668029 5869.5712890625 4.1431355476379395 9.0 +897.7328466565668 5861.677734375 4.142986297607422 9.0 +897.7532810458652 5859.60546875 4.142827987670898 9.0 +897.7737154349234 5865.990234375 4.143433570861816 9.0 +897.794149823756 5867.1025390625 4.142816066741943 9.0 +897.8145842123558 5856.8837890625 4.141106128692627 9.0 +897.8350186009484 5879.49365234375 4.144049644470215 9.0 +897.8963217648779 5868.06396484375 4.144102573394775 9.0 +897.9167561525464 5874.57568359375 4.14437198638916 9.0 +897.9371905397493 5862.14892578125 4.1431965827941895 9.0 +897.9576249269448 5864.64794921875 4.143163204193115 9.0 +897.9780594139156 5858.67578125 4.14287805557251 9.0 +897.99849380042 5872.365234375 4.143324851989746 9.0 +898.0189280869163 5871.11279296875 4.142778396606445 9.0 +898.0393625731886 5870.2041015625 4.142793655395508 9.0 +898.0802312450251 5865.39453125 4.1424994468688965 9.0 +898.1006657305988 5860.02783203125 4.142345428466797 9.0 +898.121100115939 5866.2744140625 4.143768787384033 9.0 +898.1415344010384 5865.87939453125 4.1436614990234375 9.0 +898.1619688859137 5868.7373046875 4.143167018890381 9.0 +898.1824032707882 5863.83349609375 4.143138408660889 9.0 +898.202837555189 5869.46875 4.14383602142334 9.0 +898.2845751909554 5868.2978515625 4.143128871917725 9.0 +898.3254440574383 5872.85107421875 4.143800258636475 9.0 +898.3458785404509 5878.9111328125 4.144316673278809 9.0 +898.3663129229899 5874.70361328125 4.143767833709717 9.0 +898.3867474055369 5871.89013671875 4.143893241882324 9.0 +898.4071817878503 5863.75927734375 4.143129348754883 9.0 +898.4684849331534 5869.734375 4.143332004547119 9.0 +898.4889192145274 5877.44482421875 4.144294261932373 9.0 +898.5297880765938 5874.73193359375 4.143891334533691 9.0 +898.5502225575037 5875.5810546875 4.144052982330322 9.0 +898.5706568379537 5868.052734375 4.142999172210693 9.0 +898.5910911181709 5868.20166015625 4.143456935882568 9.0 +898.6319599779017 5873.91455078125 4.144196510314941 9.0 +898.6523942576532 5876.05859375 4.143677711486816 9.0 +898.6728287369333 5876.85791015625 4.143324375152588 9.0 +898.6932631159871 5875.68017578125 4.1426472663879395 9.0 +898.7136973950401 5880.9853515625 4.143889904022217 9.0 +898.7341318736217 5879.025390625 4.143890380859375 9.0 +898.7545662522098 5889.4306640625 4.145377159118652 9.0 +898.7750005303315 5871.32666015625 4.143233776092529 9.0 +898.7954350084474 5871.01806640625 4.143477916717529 9.0 +898.815869386337 5867.373046875 4.1431193351745605 9.0 +898.8363038637544 5870.8720703125 4.14319372177124 9.0 +898.8567381411776 5871.50927734375 4.143701076507568 9.0 +898.8771725183688 5872.43359375 4.143445014953613 9.0 +898.8976069953205 5886.046875 4.144384860992432 9.0 +898.918041372046 5867.712890625 4.142675399780273 9.0 +898.938475648305 5882.89599609375 4.144027233123779 9.0 +898.9589101245583 5881.08544921875 4.143937587738037 9.0 +898.9793445005853 5883.31494140625 4.144157886505127 9.0 +898.9997787763787 5881.1943359375 4.144400596618652 9.0 +899.0202132519335 5876.865234375 4.143033504486084 9.0 +899.0406476272619 5881.0546875 4.143013954162598 9.0 +899.0610819025896 5881.11962890625 4.143413066864014 9.0 +899.081516377446 5887.70361328125 4.143678665161133 9.0 +899.1019507520759 5882.36669921875 4.143367290496826 9.0 +899.1223852264739 5878.26171875 4.14362096786499 9.0 +899.1428195006301 5878.95654296875 4.143551826477051 9.0 +899.1632538747945 5872.07373046875 4.143409252166748 9.0 +899.1836883484939 5869.5048828125 4.143044948577881 9.0 +899.2041226219517 5869.38427734375 4.143601417541504 9.0 +899.2245569954175 5868.505859375 4.143528938293457 9.0 +899.2449913684177 5860.98779296875 4.142651081085205 9.0 +899.2654257411778 5872.33935546875 4.144128322601318 9.0 +899.2858601139451 5866.96533203125 4.143337726593018 9.0 +899.3062944862468 5872.87646484375 4.143405437469482 9.0 +899.3267288585412 5867.48193359375 4.142674922943115 9.0 +899.3471632303772 5868.9814453125 4.1424241065979 9.0 +899.3675976022132 5867.908203125 4.142140865325928 9.0 +899.3880319738091 5878.59326171875 4.143651485443115 9.0 +899.4084664449474 5876.58642578125 4.143581867218018 9.0 +899.4289008160849 5873.4794921875 4.143372058868408 9.0 +899.4493350869816 5866.26806640625 4.142535209655762 9.0 +899.4697695574214 5870.7421875 4.143045425415039 9.0 +899.4902039278604 5871.22509765625 4.14317512512207 9.0 +899.5106381980586 5876.75244140625 4.143459796905518 9.0 +899.5310726680327 5879.42822265625 4.1436991691589355 9.0 +899.5719413072729 5878.126953125 4.142674922943115 9.0 +899.5923757763157 5867.04150390625 4.1425347328186035 9.0 +899.6128101453578 5865.91015625 4.142336368560791 9.0 +899.633244414159 5861.4951171875 4.142213821411133 9.0 +899.6536788827361 5867.755859375 4.1429219245910645 9.0 +899.6741132510797 5863.7685546875 4.142333507537842 9.0 +899.6945477191839 5870.640625 4.142910480499268 9.0 +899.7354163549389 5868.89697265625 4.1422600746154785 9.0 +899.7558508223447 5869.95703125 4.1418070793151855 9.0 +899.7762850895233 5869.3505859375 4.141996383666992 9.0 +899.7967194564699 5872.9453125 4.142588138580322 9.0 +899.8171539231771 5867.93603515625 4.141693592071533 9.0 +899.8375881896573 5868.568359375 4.142228126525879 9.0 +899.8988913879293 5874.8154296875 4.142268180847168 9.0 +899.9601943841044 5866.29150390625 4.141679286956787 9.0 +900.0010632138001 5865.7158203125 4.141128063201904 9.0 +900.0214974781848 5874.8310546875 4.141959190368652 9.0 +900.0419319423381 5867.49658203125 4.141237258911133 9.0 +900.0623663064835 5867.6591796875 4.141209602355957 9.0 +900.0828005701696 5873.14208984375 4.14180850982666 9.0 +900.1032350338501 5871.9140625 4.141715049743652 9.0 +900.1236693970714 5869.73974609375 4.1416707038879395 9.0 +900.1441036602919 5861.4345703125 4.141969680786133 9.0 +900.1645381230483 5867.3251953125 4.141747951507568 9.0 +900.1849724857966 5851.53662109375 4.139998435974121 9.0 +900.2054069480873 5861.1552734375 4.141361713409424 9.0 +900.2258412103693 5855.53564453125 4.14076042175293 9.0 +900.2462755721936 5862.59130859375 4.141111373901367 9.0 +900.2667100340186 5863.17578125 4.141163349151611 9.0 +900.2871442956093 5857.1259765625 4.139953136444092 9.0 +900.3075786567279 5863.79150390625 4.141139507293701 9.0 +900.3280131178544 5862.9052734375 4.14064359664917 9.0 +900.3484473785065 5856.0966796875 4.140515327453613 9.0 +900.3688817391667 5855.2275390625 4.139819145202637 9.0 +900.3893161995948 5859.62841796875 4.140430927276611 9.0 +900.4097504595557 5854.3251953125 4.14024543762207 9.0 +900.43018481951 5856.00341796875 4.1398773193359375 9.0 +900.4710536387283 5848.65478515625 4.139174461364746 9.0 +900.4914879977587 5862.3388671875 4.140275001525879 9.0 +900.511922356789 5865.49658203125 4.14072322845459 9.0 +900.5323567155792 5856.18115234375 4.1393842697143555 9.0 +900.5527910741439 5856.43896484375 4.139803886413574 9.0 +900.5732254322429 5850.357421875 4.139115333557129 9.0 +900.5936597903346 5861.1982421875 4.139692783355713 9.0 +900.6140941482008 5858.04541015625 4.1400628089904785 9.0 +900.6345285058342 5854.078125 4.139474391937256 9.0 +900.6549627632339 5862.20068359375 4.140415191650391 9.0 +900.6753972201623 5857.16064453125 4.1393723487854 9.0 +900.6958315770971 5860.203125 4.139770030975342 9.0 +900.7162658337911 5854.2109375 4.139094352722168 9.0 +900.7367002902611 5853.759765625 4.138854026794434 9.0 +900.7571346464974 5859.84912109375 4.139389514923096 9.0 +900.7775691024945 5860.6953125 4.13962459564209 9.0 +900.7980033582644 5850.3017578125 4.138232707977295 9.0 +900.8184377135694 5854.43994140625 4.138916492462158 9.0 +900.838872168868 5838.3056640625 4.136978626251221 9.0 +900.8797407787788 5851.49169921875 4.138576984405518 9.0 +900.9001752333788 5852.63525390625 4.138041019439697 9.0 +900.9206094877518 5843.224609375 4.1376953125 9.0 +900.9410438418927 5846.66796875 4.137449741363525 9.0 +900.9614782957942 5853.45556640625 4.138037204742432 9.0 +900.9819126494695 5856.87939453125 4.138038158416748 9.0 +901.0023469026783 5846.78125 4.137002944946289 9.0 +901.0227813558813 5851.06103515625 4.136948585510254 9.0 +901.043215708858 5844.77587890625 4.136776924133301 9.0 +901.0636500615947 5848.15673828125 4.136595726013184 9.0 +901.0840844141057 5851.9892578125 4.137278079986572 9.0 +901.1249532184229 5850.25 4.136735439300537 9.0 +901.1453874702347 5853.15625 4.137192726135254 9.0 +901.1658218218145 5840.8505859375 4.136110305786133 9.0 +901.1862562731549 5855.1943359375 4.137054920196533 9.0 +901.2271248751495 5840.9658203125 4.135720729827881 9.0 +901.2475593255585 5843.59228515625 4.136014461517334 9.0 +901.2679935759734 5846.1669921875 4.136568069458008 9.0 +901.2884279261561 5840.22802734375 4.135565280914307 9.0 +901.3088622760988 5846.88720703125 4.135819435119629 9.0 +901.3292966258159 5837.11669921875 4.135595798492432 9.0 +901.349731075301 5841.70849609375 4.135934829711914 9.0 +901.3701653245516 5836.5126953125 4.135750770568848 9.0 +901.390599673563 5845.90380859375 4.136488437652588 9.0 +901.4110341223495 5837.07177734375 4.135521411895752 9.0 +901.4314683708944 5833.416015625 4.13529634475708 9.0 +901.4723371670698 5840.86572265625 4.135777473449707 9.0 +901.492771514917 5831.45263671875 4.134833812713623 9.0 +901.5132057625378 5834.5966796875 4.134805679321289 9.0 +901.5336402099274 5830.62109375 4.134751319885254 9.0 +901.5540745570761 5836.45947265625 4.134525775909424 9.0 +901.5745088039985 5834.3671875 4.134512424468994 9.0 +901.6153775969069 5832.79150390625 4.134612083435059 9.0 +901.6358120431323 5837.72900390625 4.134437561035156 9.0 +901.6562462891234 5840.1181640625 4.134912967681885 9.0 +901.6766806348751 5827.841796875 4.133602142333984 9.0 +901.697115080402 5835.81884765625 4.1341657638549805 9.0 +901.7175493256946 5829.5810546875 4.133618354797363 9.0 +901.737983670515 5831.27392578125 4.134105682373047 9.0 +901.7584181153434 5840.93896484375 4.13450813293457 9.0 +901.7788523599374 5843.60302734375 4.135330677032471 9.0 +901.7992867042922 5836.572265625 4.134348392486572 9.0 +901.8197211481893 5827.9404296875 4.132938385009766 9.0 +901.8401553920849 5838.01025390625 4.134562969207764 9.0 +901.8605897357411 5828.86181640625 4.133481025695801 9.0 +901.8810241791725 5826.97119140625 4.13314151763916 9.0 +901.9014584221368 5835.1953125 4.133544445037842 9.0 +901.9218928650953 5827.29248046875 4.132386207580566 9.0 +901.9423271078267 5834.8115234375 4.133256912231445 9.0 +901.962761550094 5829.67236328125 4.132328033447266 9.0 +901.9831958923533 5834.25732421875 4.133020401000977 9.0 +902.003630234387 5833.1484375 4.133323669433594 9.0 +902.0240644759542 5833.0048828125 4.133149147033691 9.0 +902.0444989175157 5828.19384765625 4.132779598236084 9.0 +902.0649332586181 5831.9130859375 4.1326680183410645 9.0 +902.0853674997197 5836.67431640625 4.133542537689209 9.0 +902.1058019405828 5840.083984375 4.133609771728516 9.0 +902.1262362809866 5821.96728515625 4.131380558013916 9.0 +902.1466705213898 5826.62060546875 4.132577419281006 9.0 +902.1671049613215 5823.4052734375 4.130970001220703 9.0 +902.1875393012597 5830.75341796875 4.132888317108154 9.0 +902.207973740733 5824.8232421875 4.132585525512695 9.0 +902.2284079801975 5832.318359375 4.13292932510376 9.0 +902.2488423192044 5820.34912109375 4.131392478942871 9.0 +902.2692767582048 5832.1650390625 4.132141590118408 9.0 +902.2897109967453 5836.48974609375 4.132340908050537 9.0 +902.3101453350537 5832.52587890625 4.131985664367676 9.0 +902.3305797733628 5825.236328125 4.13065767288208 9.0 +902.3510140111975 5829.41455078125 4.132043838500977 9.0 +902.3714483488075 5829.27734375 4.131627082824707 9.0 +902.4123170235544 5821.09521484375 4.130890846252441 9.0 +902.4327514604665 5824.86279296875 4.131197929382324 9.0 +902.453185797378 5826.10498046875 4.130721569061279 9.0 +902.4940544700294 5829.27294921875 4.130729675292969 9.0 +902.5144888060022 5836.07373046875 4.1316046714782715 9.0 +902.5349231417495 5829.298828125 4.130712032318115 9.0 +902.5553574774967 5827.3037109375 4.1303324699401855 9.0 +902.5757918127783 5815.115234375 4.129177570343018 9.0 +902.5962261478198 5824.4501953125 4.1293439865112305 9.0 +902.6370948172116 5834.30712890625 4.130256652832031 9.0 +902.6575291515619 5819.35498046875 4.12883186340332 9.0 +902.6779634856794 5831.01904296875 4.130338191986084 9.0 +902.698397819564 5821.0849609375 4.129229545593262 9.0 +902.7188322532093 5814.0458984375 4.128427982330322 9.0 +902.7392664866275 5820.3076171875 4.128759384155273 9.0 +902.7597008198063 5826.94677734375 4.1296610832214355 9.0 +902.7801352527604 5827.2236328125 4.129482746124268 9.0 +902.8005694854801 5821.4306640625 4.128877639770508 9.0 +902.8210038177349 5819.970703125 4.128620624542236 9.0 +902.8414382499832 5810.0185546875 4.127939701080322 9.0 +902.8618724820044 5813.95068359375 4.127767086029053 9.0 +902.8823068137863 5826.87451171875 4.129570484161377 9.0 +902.9027412451105 5824.61865234375 4.128230094909668 9.0 +902.9231754764332 5819.037109375 4.128063678741455 9.0 +902.9436098075239 5825.51416015625 4.128258228302002 9.0 +902.9640442381424 5832.44287109375 4.129125595092773 9.0 +902.9844785687674 5819.09228515625 4.128158092498779 9.0 +903.0049128991523 5821.6044921875 4.1282639503479 9.0 +903.0457815590053 5824.26416015625 4.128314971923828 9.0 +903.0662158884588 5820.62939453125 4.127532482147217 9.0 +903.1070845469148 5814.6103515625 4.126554012298584 9.0 +903.1275189756707 5820.62109375 4.127397060394287 9.0 +903.1479532044323 5819.15185546875 4.127563953399658 9.0 +903.168387532729 5815.32958984375 4.126833915710449 9.0 +903.1888219607863 5819.20849609375 4.127621173858643 9.0 +903.2092561888494 5819.3095703125 4.12783145904541 9.0 +903.2296905164476 5817.64697265625 4.128135681152344 9.0 +903.2501249438064 5820.31689453125 4.1278581619262695 9.0 +903.2705591709382 5814.80810546875 4.12692403793335 9.0 +903.2909935978387 5819.50634765625 4.127202987670898 9.0 +903.3114279244983 5820.923828125 4.127127647399902 9.0 +903.3318621509316 5821.34716796875 4.12681770324707 9.0 +903.3522965771335 5822.8359375 4.126453876495361 9.0 +903.3727308030939 5821.251953125 4.126217842102051 9.0 +903.3931651288294 5823.1640625 4.126488208770752 9.0 +903.4135995543329 5815.8193359375 4.12556266784668 9.0 +903.4340337795948 5836.4677734375 4.126929759979248 9.0 +903.4544681046318 5819.90625 4.1261887550354 9.0 +903.4749025294295 5819.38037109375 4.124704837799072 9.0 +903.4953367540002 5819.88623046875 4.125503063201904 9.0 +903.5362055022124 5817.7626953125 4.125767230987549 9.0 +903.556639826078 5825.59228515625 4.126492500305176 9.0 +903.5975084728852 5821.42578125 4.126133441925049 9.0 +903.6179427958268 5823.623046875 4.125039577484131 9.0 +903.6383771187684 5817.9423828125 4.125488758087158 9.0 +903.6588114412443 5818.888671875 4.124790191650391 9.0 +903.679245763713 5821.416015625 4.124969005584717 9.0 +903.699680185724 5816.68896484375 4.124982833862305 9.0 +903.7201144074934 5812.39404296875 4.123860836029053 9.0 +903.7405487292708 5810.97900390625 4.123969554901123 9.0 +903.7609831505833 5821.35009765625 4.124286651611328 9.0 +903.7814173716615 5822.84033203125 4.124403953552246 9.0 +903.8018516925003 5820.24609375 4.125539779663086 9.0 +903.8222861131144 5810.998046875 4.123820781707764 9.0 +903.8631547536352 5811.705078125 4.124183654785156 9.0 +903.88358907355 5822.974609375 4.123399257659912 9.0 +903.9040232932311 5826.73388671875 4.124969482421875 9.0 +903.9244577126738 5829.89111328125 4.124783992767334 9.0 +903.94489203189 5826.8603515625 4.124253749847412 9.0 +903.9653263508662 5827.56982421875 4.124608993530273 9.0 +903.9857606696169 5831.4541015625 4.124679088592529 9.0 +904.0061948879011 5827.7333984375 4.124279499053955 9.0 +904.0266293061795 5832.73876953125 4.125977516174316 9.0 +904.0470636242317 5820.59033203125 4.123894214630127 9.0 +904.0674979418181 5822.73876953125 4.123839378356934 9.0 +904.0879321593966 5823.9755859375 4.124898433685303 9.0 +904.1083665765182 5814.74755859375 4.123273849487305 9.0 +904.128800893639 5820.26953125 4.124179840087891 9.0 +904.1492352102869 5829.6513671875 4.124579906463623 9.0 +904.1696695267092 5824.1904296875 4.123741626739502 9.0 +904.1901038431315 5829.103515625 4.123937129974365 9.0 +904.2105382590817 5831.93017578125 4.124223232269287 9.0 +904.2309724748047 5829.3330078125 4.123320579528809 9.0 +904.2514067902957 5823.72509765625 4.1230974197387695 9.0 +904.2718412055474 5825.28466796875 4.122363567352295 9.0 +904.3127097353645 5830.23193359375 4.123278617858887 9.0 +904.3331441499176 5829.77783203125 4.124034404754639 9.0 +904.3535783642437 5840.35009765625 4.124382019042969 9.0 +904.3740126783377 5832.0263671875 4.123154640197754 9.0 +904.3944470921924 5832.49365234375 4.123984336853027 9.0 +904.41488130582 5827.84619140625 4.121768474578857 9.0 +904.4353157189835 5837.15380859375 4.123989105224609 9.0 +904.4761842448352 5833.462890625 4.123290061950684 9.0 +904.5170529697571 5824.33203125 4.122908115386963 9.0 +904.5374872819884 5830.69677734375 4.122740268707275 9.0 +904.5783559052798 5837.26708984375 4.12284517288208 9.0 +904.5987902168126 5836.587890625 4.122380256652832 9.0 +904.6600931493085 5834.5986328125 4.122237682342529 9.0 +904.6805275596707 5832.6044921875 4.122135639190674 9.0 +904.7009617698059 5831.4384765625 4.12257194519043 9.0 +904.7213961797097 5839.27392578125 4.122175693511963 9.0 +904.7622646988093 5840.47314453125 4.1226630210876465 9.0 +904.7826991077818 5834.2431640625 4.122710704803467 9.0 +904.8031333167528 5839.57373046875 4.123006820678711 9.0 +904.8235676254844 5836.53662109375 4.121890544891357 9.0 +904.8440020337584 5833.38330078125 4.121752738952637 9.0 +904.8644362420309 5849.24169921875 4.1249589920043945 9.0 +904.8848705498312 5842.4990234375 4.123100757598877 9.0 +904.9053049576396 5841.396484375 4.122658729553223 9.0 +904.9257391649808 5847.8056640625 4.1230998039245605 9.0 +904.9461734720826 5833.35498046875 4.121610641479492 9.0 +904.9666078789596 5840.9560546875 4.121856689453125 9.0 +904.9870420858351 5835.57080078125 4.120639801025391 9.0 +905.0074764922392 5845.48876953125 4.121120929718018 9.0 +905.027910798417 5840.8642578125 4.121163368225098 9.0 +905.0483451043547 5844.55322265625 4.121781826019287 9.0 +905.068779409834 5851.30078125 4.1217498779296875 9.0 +905.0892137153132 5840.7685546875 4.121327877044678 9.0 +905.1096480205597 5849.59765625 4.1223835945129395 9.0 +905.130082325566 5848.19091796875 4.122127056121826 9.0 +905.150516630114 5851.51123046875 4.12198543548584 9.0 +905.1913853387377 5847.78662109375 4.121969699859619 9.0 +905.2118195428193 5843.55419921875 4.121702194213867 9.0 +905.2322538464359 5840.7939453125 4.120302677154541 9.0 +905.252688250046 5843.6259765625 4.121304512023926 9.0 +905.2731224531963 5838.318359375 4.120189189910889 9.0 +905.2935568561079 5843.1337890625 4.12172269821167 9.0 +905.3139911587932 5845.712890625 4.12109899520874 9.0 +905.3344253612449 5847.4775390625 4.120069980621338 9.0 +905.3548597634581 5854.23974609375 4.121942520141602 9.0 +905.3752939654441 5854.95166015625 4.12116003036499 9.0 +905.3957282671981 5858.22021484375 4.12227725982666 9.0 +905.4365968697675 5852.455078125 4.121291160583496 9.0 +905.457031170823 5848.07763671875 4.120551586151123 9.0 +905.4774655716392 5854.93017578125 4.121452331542969 9.0 +905.4978997719954 5855.8212890625 4.120553493499756 9.0 +905.5387684722373 5862.615234375 4.121237754821777 9.0 +905.5592027718958 5858.04345703125 4.119906902313232 9.0 +905.5796370713215 5856.4404296875 4.11980676651001 9.0 +905.6000713707399 5860.44287109375 4.11984920501709 9.0 +905.6205056696999 5854.82763671875 4.11994743347168 9.0 +905.6409399684271 5869.318359375 4.121586799621582 9.0 +905.6613742669142 5866.24609375 4.119980335235596 9.0 +905.6818085649429 5862.916015625 4.119813919067383 9.0 +905.7022429629724 5855.408203125 4.119110107421875 9.0 +905.7226771607602 5855.3623046875 4.119117259979248 9.0 +905.7431114583233 5863.63427734375 4.119894027709961 9.0 +905.7635458554214 5867.2041015625 4.1199517250061035 9.0 +905.7839800525107 5867.841796875 4.119955539703369 9.0 +905.8044143491425 5862.43798828125 4.119598388671875 9.0 +905.824848745775 5863.95458984375 4.118742942810059 9.0 +905.845282941933 5870.349609375 4.119640827178955 9.0 +905.865717337867 5867.27099609375 4.119102478027344 9.0 +905.8861516335674 5868.67822265625 4.119019031524658 9.0 +905.9065858290269 5864.173828125 4.119871616363525 9.0 +905.9270202242624 5861.61572265625 4.119407653808594 9.0 diff --git a/homework/CameronTrimborn/08_final/asas_data.dat b/homework/CameronTrimborn/08_final/asas_data.dat new file mode 100644 index 0000000..ce3bf0c --- /dev/null +++ b/homework/CameronTrimborn/08_final/asas_data.dat @@ -0,0 +1,1488 @@ +# The All Sky Automated Survey Data +# gp@astrouw.edu.pl +# +# ################ DESCRIPTION ############### +# The ASAS Photometric Catalog is maintained separately for each +# observed field, so for some stars independent 'datasets' of +# measurements are available. Their mean magnitudes may slightly differ. +# +# In each 'dataset' (starting with #dataset=0,1,2,...): +# 'desig' is ASAS designation (they may differ (by 1) at the last +# digit of the RA & DEC fields +# 'cra', 'cdec' are initial Catalog coordinates +# 'ndata' is number of points in each dataset +# 'cmag_*', 'cmer_*' are reference magnitude & dispersion for each aperture +# 'nskip_*' is number of data points skipped when calculating 'cmag' & 'cmer' +# 'ra', 'dec', 'mag', 'mer' are coordinates, magnitude and dispersion +# calculated directly from the data +# +# Each data row consists of the following fields: +# - HJD-2450000 +# - magnitudes (one for each aperture) +# - frame errors describing average photometric quality of the frame (for each aperture) +# - frame number +# - grade : +# A - best data, no 29.999 (not measured) indication +# B - mean data, no 29.999 (not measured) indication +# C - A and B with 29.999 (not measured) indication +# D - worst data, probably useless +# +# ######### LIGHT CURVE BEGINS NEXT LINE ########### +#ndata= 227 +#dataset= 1 ; 1 F0700-64_043 +#desig= 065307-5935.7 +#cra= 6.885405 06:53:07.5 +#cdec= -59.595626 -59:35:44.3 +#class= 0 +#cmag_0= 11.981 +#cmer_0= 0.274 +#nskip_0= 1 +#cmag_1= 11.978 +#cmer_1= 0.274 +#nskip_1= 1 +#cmag_2= 11.973 +#cmer_2= 0.267 +#nskip_2= 1 +#cmag_3= 11.973 +#cmer_3= 0.268 +#nskip_3= 1 +#cmag_4= 11.983 +#cmer_4= 0.271 +#nskip_4= 4 +#ra= 6.885404 06:53:07.5 +#dec= -59.595600 -59:35:44.2 + HJD MAG_1 MAG_0 MAG_2 MAG_3 MAG_4 MER_1 MER_0 MER_2 MER_3 MER_4 GRADE FRAME + 1869.74854 12.260 12.271 12.226 12.184 12.190 0.030 0.058 0.027 0.031 0.037 A 292 + 1875.76359 11.497 11.548 11.495 11.507 11.523 0.031 0.069 0.028 0.032 0.041 B 1221 + 1877.76186 12.222 12.248 12.222 12.246 12.284 0.029 0.050 0.025 0.029 0.033 A 1539 + 1879.75361 12.023 12.049 12.048 12.054 12.049 0.026 0.037 0.024 0.027 0.032 A 1851 + 1881.72783 11.561 11.549 11.553 11.542 11.538 0.029 0.045 0.025 0.027 0.032 A 2154 + 1884.70932 11.637 11.669 11.661 11.676 11.666 0.030 0.045 0.026 0.028 0.034 A 2295 + 1885.71965 12.034 12.073 12.038 12.064 12.092 0.030 0.040 0.024 0.027 0.031 A 2459 + 1887.71443 11.745 11.802 11.720 11.715 11.717 0.032 0.051 0.027 0.030 0.036 A 2776 + 1888.71132 12.174 12.163 12.162 12.181 12.157 0.030 0.052 0.027 0.030 0.035 A 2935 + 1902.67449 12.111 12.111 12.113 12.101 12.096 0.030 0.040 0.023 0.026 0.030 A 3525 + 1903.69102 12.297 12.282 12.278 12.283 12.289 0.030 0.051 0.025 0.028 0.034 A 3692 + 1904.67398 11.778 11.836 11.765 11.770 11.790 0.028 0.046 0.025 0.028 0.033 A 3844 + 1905.68298 12.198 12.164 12.181 12.162 12.165 0.029 0.043 0.024 0.027 0.033 A 4010 + 1906.67407 11.878 11.920 11.875 11.862 11.861 0.029 0.042 0.024 0.027 0.031 A 4168 + 1907.68106 11.901 11.939 11.885 11.874 11.878 0.031 0.039 0.024 0.026 0.030 A 4331 + 1908.67334 12.269 12.281 12.240 12.251 12.266 0.031 0.043 0.024 0.027 0.031 A 4489 + 1913.65004 11.998 11.978 12.014 12.027 12.026 0.027 0.035 0.024 0.026 0.030 A 4616 + 1914.66611 12.303 12.264 12.273 12.240 12.249 0.028 0.038 0.025 0.028 0.032 A 4782 + 1915.66562 11.595 11.649 11.600 11.580 11.580 0.031 0.047 0.026 0.029 0.033 A 4940 + 1919.65379 12.080 12.103 12.060 12.050 12.039 0.032 0.044 0.027 0.030 0.035 A 5310 + 1920.65806 12.095 12.079 12.093 12.094 12.085 0.029 0.041 0.026 0.028 0.033 A 5472 + 1921.65130 11.844 11.795 11.827 11.819 11.809 0.032 0.040 0.026 0.028 0.032 A 5628 + 1922.65065 12.186 12.207 12.161 12.174 12.170 0.034 0.042 0.025 0.026 0.030 A 5779 + 1923.64607 11.665 11.683 11.696 11.705 11.738 0.032 0.044 0.026 0.028 0.033 A 5942 + 1924.64563 11.898 11.939 11.876 11.880 11.890 0.034 0.040 0.032 0.035 0.040 A 6111 + 1925.65095 12.159 12.199 12.177 12.165 12.173 0.047 0.056 0.044 0.046 0.050 B 6282 + 1926.64059 11.408 11.407 11.415 11.404 11.409 0.029 0.035 0.024 0.027 0.030 A 6448 + 1928.65143 12.227 12.246 12.214 12.215 12.204 0.029 0.037 0.024 0.026 0.031 A 6777 + 1929.64208 11.562 11.568 11.541 11.535 11.529 0.030 0.037 0.024 0.026 0.031 A 6928 + 1930.64015 12.068 12.066 12.078 12.068 12.105 0.030 0.035 0.023 0.025 0.029 A 7094 + 1931.63516 12.248 12.282 12.201 12.168 12.182 0.038 0.041 0.032 0.034 0.038 A 7261 + 1933.63171 12.114 12.123 12.128 12.119 12.115 0.035 0.041 0.025 0.026 0.030 A 7589 + 1934.62435 12.362 12.338 12.401 12.442 12.471 0.031 0.040 0.025 0.027 0.031 A 7749 + 1936.60618 12.166 12.211 12.174 12.198 12.226 0.033 0.037 0.025 0.025 0.030 A 8012 + 1938.60104 11.777 11.789 11.793 11.815 11.850 0.035 0.040 0.025 0.026 0.029 A 8250 + 1940.60875 11.597 11.588 11.627 11.631 11.655 0.034 0.037 0.025 0.026 0.029 A 8498 + 1945.59775 12.251 12.216 12.215 12.251 12.308 0.039 0.048 0.028 0.028 0.032 A 8668 + 1946.61786 11.598 11.610 11.636 11.679 11.698 0.034 0.040 0.027 0.029 0.033 A 8793 + 1948.56968 12.274 12.280 12.262 12.226 12.230 0.034 0.042 0.027 0.028 0.033 A 9027 + 1950.56300 12.159 12.164 12.135 12.096 12.088 0.050 0.062 0.034 0.028 0.030 B 9333 + 1953.58602 12.183 12.224 12.177 12.179 12.163 0.038 0.042 0.028 0.029 0.031 A 9649 + 1958.57201 11.961 12.015 11.943 11.926 11.941 0.039 0.044 0.031 0.032 0.031 A 10174 + 1961.55750 12.017 12.058 12.029 12.059 12.030 0.040 0.044 0.032 0.035 0.031 A 10444 + 1963.55889 11.606 11.545 11.607 11.634 11.590 0.037 0.043 0.030 0.035 0.032 A 10778 + 1965.54996 12.305 12.274 12.323 12.358 12.389 0.038 0.041 0.028 0.031 0.030 A 11139 + 1967.54470 12.153 12.142 12.201 12.211 12.214 0.038 0.044 0.031 0.035 0.032 A 11489 + 1978.55777 12.047 12.020 12.088 12.105 12.121 0.045 0.049 0.038 0.043 0.038 B 12022 + 1980.58244 11.802 11.815 11.792 11.780 11.776 0.041 0.048 0.036 0.042 0.038 A 12351 + 1982.53695 12.284 12.265 12.281 12.305 12.281 0.037 0.042 0.032 0.038 0.034 A 12704 + 1985.51378 12.233 12.264 12.214 12.242 12.219 0.044 0.052 0.038 0.045 0.043 A 13106 + 1996.51747 12.237 12.240 12.207 12.266 12.305 0.050 0.060 0.042 0.050 0.050 B 13792 + 1998.52158 12.293 12.241 12.326 12.367 12.362 0.052 0.061 0.045 0.048 0.049 B 14196 + 2011.48408 11.637 11.645 11.643 11.624 11.669 0.056 0.065 0.046 0.051 0.052 D 15514 + 2026.50317 12.151 12.137 12.156 12.178 12.196 0.034 0.037 0.031 0.032 0.033 A 17350 + 2031.49106 11.857 11.872 11.851 11.850 11.866 0.031 0.039 0.029 0.030 0.034 A 17960 + 2033.51647 11.459 11.454 11.468 11.475 11.509 0.032 0.055 0.028 0.030 0.037 A 18404 + 2143.88560 12.220 12.270 12.215 12.196 12.150 0.034 0.061 0.031 0.034 0.040 A 30908 + 2443.44891 11.744 11.733 11.712 11.732 11.755 0.037 0.046 0.029 0.030 0.033 A 8592 + 2553.81424 11.888 11.997 11.854 11.855 11.878 0.057 0.064 0.050 0.050 0.051 D 21400 + 2556.83394 11.394 11.421 11.398 11.395 11.421 0.050 0.061 0.041 0.045 0.046 B 21776 + 2560.79500 12.064 12.070 12.052 12.049 12.045 0.037 0.048 0.029 0.030 0.033 A 22474 + 2621.75501 11.515 11.566 11.521 11.517 11.532 0.035 0.034 0.032 0.034 0.036 A 29851 + 2623.70948 12.289 12.283 12.245 12.258 12.239 0.034 0.033 0.028 0.032 0.033 A 30163 + 2625.69731 12.168 12.185 12.191 12.204 12.283 0.037 0.035 0.034 0.037 0.039 A 30440 + 2628.68287 12.205 12.141 12.247 12.214 12.140 0.047 0.044 0.044 0.049 0.051 B 30741 + 2631.80892 12.270 12.273 12.240 12.236 12.264 0.035 0.040 0.038 0.039 0.046 A 31653 + 2635.66487 11.594 11.550 11.601 11.597 11.597 0.032 0.034 0.029 0.031 0.034 A 32239 + 2637.67800 12.264 12.337 12.265 12.260 12.290 0.031 0.034 0.028 0.028 0.030 A 32536 + 2639.67805 12.097 12.123 12.100 12.110 12.146 0.033 0.037 0.030 0.035 0.035 A 32844 + 2641.68757 11.723 11.711 11.726 11.737 11.755 0.035 0.034 0.030 0.034 0.035 A 33131 + 2643.69257 12.297 12.297 12.285 12.288 12.318 0.026 0.034 0.023 0.025 0.030 A 33444 + 2645.68128 12.131 12.162 12.105 12.122 12.152 0.035 0.034 0.031 0.034 0.035 A 33737 + 2647.66640 11.881 11.947 11.897 11.886 11.902 0.053 0.051 0.054 0.061 0.070 D 34027 + 2650.63603 11.923 11.915 11.920 11.919 11.972 0.035 0.033 0.030 0.032 0.033 A 34280 + 2652.66060 11.538 11.474 11.518 11.498 11.471 0.036 0.034 0.029 0.033 0.035 A 34596 + 2654.65275 12.388 12.266 12.410 12.416 12.434 0.039 0.040 0.039 0.034 0.034 A 34902 + 2657.68611 12.347 12.306 12.341 12.344 12.344 0.037 0.037 0.036 0.038 0.039 A 35447 + 2659.69790 12.103 12.131 12.102 12.090 12.090 0.033 0.036 0.032 0.033 0.037 A 35794 + 2663.69156 11.440 11.433 11.455 11.456 11.454 0.040 0.036 0.037 0.036 0.036 A 36472 + 2667.68393 12.067 12.121 12.058 12.045 12.052 0.036 0.039 0.035 0.034 0.035 A 37124 + 2669.67337 11.624 11.590 11.611 11.589 11.576 0.036 0.036 0.034 0.035 0.037 A 37446 + 2671.67251 12.218 12.242 12.210 12.207 12.243 0.032 0.038 0.031 0.032 0.034 A 37775 + 2673.66706 12.194 12.165 12.166 12.135 12.147 0.033 0.035 0.033 0.033 0.035 A 38110 + 2675.65485 11.785 11.843 11.790 11.811 11.818 0.033 0.036 0.032 0.032 0.033 A 38464 + 2677.63666 11.902 11.904 11.877 11.865 11.858 0.030 0.034 0.029 0.032 0.035 A 38803 + 2678.80775 12.170 12.145 12.137 12.111 12.103 0.031 0.033 0.026 0.027 0.031 A 39048 + 2680.64860 11.468 11.451 11.463 11.464 11.471 0.027 0.034 0.024 0.025 0.029 A 39310 + 2683.68859 11.589 11.605 11.605 11.601 11.615 0.028 0.034 0.025 0.027 0.030 A 39837 + 2685.64871 12.245 12.196 12.251 12.272 12.355 0.034 0.046 0.028 0.028 0.032 A 40182 + 2686.79027 12.044 12.091 12.002 11.969 11.958 0.031 0.046 0.030 0.033 0.038 A 40425 + 2688.68705 11.872 11.898 11.884 11.898 11.948 0.027 0.034 0.026 0.029 0.033 A 40746 + 2690.68137 12.187 12.236 12.171 12.132 12.152 0.031 0.039 0.027 0.028 0.033 A 41112 + 2691.78629 11.580 11.584 11.582 11.612 11.595 0.035 0.042 0.035 0.038 0.043 A 41345 + 2694.52567 12.238 12.259 12.220 12.202 12.229 0.038 0.042 0.034 0.039 0.040 A 41721 + 2696.55440 99.999 99.999 99.999 99.999 99.999 0.037 0.041 0.034 0.038 0.040 C 42065 + 2698.54869 11.917 11.895 11.910 11.931 11.929 0.038 0.044 0.036 0.041 0.042 A 42471 + 2700.55352 11.504 11.443 11.506 11.495 11.482 0.039 0.042 0.038 0.045 0.047 A 42860 + 2702.54537 12.260 12.243 12.248 12.251 12.252 0.039 0.040 0.032 0.039 0.042 A 43238 + 2706.52551 11.604 11.620 11.639 11.651 11.663 0.037 0.045 0.035 0.039 0.039 A 43983 + 2709.70206 12.042 12.001 12.046 12.057 12.095 0.035 0.038 0.037 0.036 0.038 A 44600 + 2711.62534 11.442 11.453 11.460 11.459 11.491 0.029 0.041 0.026 0.027 0.032 A 44940 + 2713.62591 12.221 12.245 12.199 12.191 12.190 0.028 0.032 0.025 0.028 0.032 A 45314 + 2715.63803 12.169 12.177 12.160 12.144 12.116 0.030 0.036 0.027 0.031 0.037 A 45694 + 2719.54705 12.260 12.263 12.228 12.227 12.274 0.028 0.032 0.024 0.026 0.029 A 46060 + 2720.68942 11.904 11.871 11.895 11.881 11.900 0.029 0.042 0.028 0.032 0.038 A 46316 + 2722.61496 11.699 11.645 11.686 11.703 11.706 0.027 0.040 0.025 0.026 0.031 A 46672 + 2724.61297 12.263 12.283 12.245 12.229 12.253 0.026 0.034 0.023 0.025 0.028 A 47053 + 2726.61139 12.038 12.033 12.051 12.045 12.067 0.028 0.035 0.025 0.028 0.032 A 47452 + 2728.60271 11.526 11.540 99.999 99.999 99.999 0.028 0.045 0.026 0.028 0.032 C 47843 + 2730.59873 12.265 12.244 12.260 12.253 12.266 0.028 0.039 0.026 0.028 0.032 A 48250 + 2733.64522 12.002 11.967 11.984 11.981 12.005 0.027 0.035 0.025 0.027 0.032 A 48624 + 2735.64101 12.220 12.221 12.215 12.227 12.264 0.026 0.031 0.025 0.027 0.031 A 49028 + 2737.62823 11.915 11.876 11.898 11.887 11.884 0.028 0.041 0.025 0.028 0.034 A 49419 + 2739.62083 11.460 11.445 11.463 11.463 11.464 0.028 0.036 0.027 0.030 0.035 A 49751 + 2741.58830 12.284 12.282 12.268 12.237 12.228 0.028 0.039 0.025 0.028 0.033 A 50131 + 2743.59593 12.065 12.066 12.092 12.092 12.093 0.029 0.042 0.027 0.031 0.035 A 50536 + 2745.60863 11.729 11.660 11.746 11.777 11.835 0.032 0.037 0.032 0.038 0.044 A 50918 + 2750.57344 12.195 12.193 12.202 12.194 12.198 0.031 0.041 0.027 0.028 0.031 A 51607 + 2752.54983 12.151 12.116 12.147 12.154 12.182 0.031 0.040 0.029 0.027 0.030 A 51987 + 2755.54551 12.280 12.249 12.277 12.283 12.312 0.029 0.035 0.027 0.027 0.030 A 52420 + 2757.54241 12.012 11.992 11.988 11.966 11.974 0.028 0.032 0.024 0.026 0.030 A 52835 + 2759.56985 11.633 11.573 11.650 11.677 11.731 0.037 0.044 0.039 0.046 0.055 B 53190 + 2761.54572 12.266 12.234 12.265 12.260 12.262 0.028 0.034 0.024 0.026 0.031 A 53591 + 2763.54221 12.113 12.159 12.106 12.113 12.130 0.028 0.040 0.026 0.028 0.031 A 53985 + 2766.53222 12.138 12.154 12.118 12.095 12.068 0.028 0.041 0.026 0.029 0.033 A 54480 + 2770.54736 11.531 11.539 11.530 11.538 11.541 0.027 0.034 0.025 0.029 0.032 A 54818 + 2776.48895 11.461 11.430 11.444 11.422 11.414 0.026 0.037 0.025 0.028 0.032 A 55245 + 2783.49841 12.200 12.222 12.195 12.185 12.189 0.029 0.037 0.025 0.027 0.031 A 55876 + 2785.50248 11.863 11.856 11.883 11.887 11.920 0.028 0.033 0.025 0.026 0.031 A 56299 + 2787.50234 11.514 11.535 11.503 11.505 11.489 0.028 0.034 0.026 0.028 0.031 A 56737 + 2791.48576 11.983 12.007 11.942 11.898 11.925 0.036 0.042 0.035 0.038 0.042 A 57487 + 2794.47533 12.082 12.066 12.057 12.035 12.003 0.029 0.039 0.026 0.029 0.034 A 57998 + 2797.47511 12.097 12.138 12.078 12.058 12.024 0.034 0.039 0.034 0.040 0.046 A 58556 + 2811.45530 12.151 12.162 12.108 12.097 12.103 0.028 0.034 0.025 0.027 0.031 A 59879 + 2876.89030 11.885 11.853 11.869 11.843 11.862 0.031 0.036 0.028 0.030 0.033 A 68862 + 2884.86208 11.488 11.525 11.506 11.521 11.522 0.031 0.034 0.028 0.029 0.032 A 69913 + 2893.84247 11.754 11.827 11.685 11.640 11.613 0.035 0.039 0.032 0.034 0.038 A 70963 + 2902.87560 12.172 12.119 12.157 12.153 12.146 0.050 0.051 0.049 0.056 0.065 D 72614 + 2906.82809 12.270 12.221 12.268 12.283 12.298 0.033 0.036 0.030 0.031 0.032 A 73254 + 2910.83552 11.913 11.967 11.880 11.846 11.834 0.032 0.032 0.030 0.032 0.033 A 73809 + 2912.84791 11.495 11.497 11.503 11.504 11.488 0.032 0.034 0.030 0.032 0.034 A 74189 + 2916.78895 12.000 11.978 12.005 12.009 11.976 0.034 0.035 0.030 0.033 0.034 A 74643 + 2918.86584 11.750 11.731 11.750 11.773 11.829 0.042 0.041 0.047 0.060 0.074 D 74984 + 2922.77343 12.099 12.100 12.072 12.119 12.180 0.034 0.039 0.035 0.039 0.044 A 75328 + 2924.83265 11.835 11.868 11.880 11.907 11.901 0.033 0.035 0.031 0.034 0.038 A 75711 + 2927.78670 11.901 11.911 11.903 11.900 11.927 0.028 0.036 0.024 0.027 0.030 A 76068 + 2929.80373 11.501 11.514 11.479 11.446 11.507 0.035 0.038 0.033 0.038 0.045 A 76432 + 2932.81940 11.697 11.641 11.686 11.686 11.675 0.030 0.034 0.029 0.032 0.036 A 76973 + 2935.79061 11.664 11.682 11.657 11.654 11.639 0.030 0.035 0.029 0.033 0.037 A 77501 + 2939.86386 12.302 12.305 12.295 12.305 12.369 0.038 0.037 0.035 0.038 0.041 A 77913 + 2943.80784 11.480 11.498 11.476 11.483 11.494 0.026 0.033 0.024 0.026 0.030 A 78437 + 2946.74917 11.479 11.476 11.491 11.508 11.518 0.034 0.036 0.033 0.034 0.036 A 78876 + 2948.81944 12.260 12.281 12.249 12.255 12.298 0.035 0.040 0.036 0.040 0.042 A 79188 + 2951.80725 12.209 12.187 12.221 12.250 12.289 0.033 0.036 0.029 0.035 0.043 A 79632 + 2954.78286 11.768 11.726 11.763 11.780 11.785 0.037 0.040 0.034 0.037 0.041 A 80000 + 2957.76376 11.505 11.524 11.549 11.560 11.613 0.034 0.039 0.030 0.032 0.036 A 80427 + 2960.76947 11.502 11.470 11.519 11.539 11.557 0.040 0.045 0.039 0.047 0.059 D 80832 + 2963.76496 11.672 11.668 11.693 11.706 11.733 0.059 0.083 0.051 0.051 0.051 D 81250 + 2965.81884 12.011 11.924 11.980 11.983 12.004 0.037 0.039 0.038 0.044 0.047 A 81558 + 2968.75009 12.189 12.210 12.203 12.211 12.225 0.031 0.036 0.030 0.035 0.045 A 81951 + 2971.73795 11.764 11.797 11.785 11.783 11.809 0.029 0.031 0.025 0.026 0.029 A 82286 + 2974.73819 11.476 11.516 11.478 11.475 11.458 0.033 0.042 0.031 0.033 0.036 A 82614 + 2976.74442 12.238 12.268 12.188 12.169 12.184 0.037 0.042 0.036 0.042 0.054 B 82896 + 2978.75061 12.075 12.068 12.057 12.059 12.083 0.030 0.037 0.026 0.028 0.029 A 83173 + 2982.76294 12.116 12.114 12.107 12.116 12.069 0.030 0.034 0.029 0.035 0.042 A 83698 + 2985.70179 12.240 12.178 12.156 12.036 11.949 0.032 0.032 0.034 0.039 0.042 A 84062 + 2987.75578 12.258 12.245 12.225 12.207 12.198 0.028 0.036 0.025 0.028 0.031 A 84351 + 2989.78900 12.062 12.067 12.069 12.062 12.081 0.027 0.032 0.024 0.027 0.030 A 84581 + 2992.68292 11.853 11.884 11.818 11.812 11.839 0.036 0.040 0.039 0.041 0.045 A 84937 + 2994.74807 11.664 11.684 11.665 11.669 11.672 0.053 0.059 0.043 0.040 0.038 B 85226 + 2996.73939 12.278 12.314 12.281 12.260 12.285 0.028 0.034 0.023 0.026 0.029 A 85485 + 2998.74671 12.365 12.391 12.306 12.316 12.304 0.031 0.034 0.027 0.032 0.040 A 85763 + 3001.72832 12.213 12.194 12.185 12.148 12.117 0.040 0.037 0.041 0.043 0.044 B 86023 + 3007.72048 12.445 12.455 12.404 12.377 99.999 0.032 0.036 0.030 0.035 0.044 C 86755 + 3011.77679 11.822 11.880 11.803 11.821 11.853 0.029 0.038 0.028 0.030 0.033 A 87301 + 3019.66918 11.643 11.624 11.637 11.644 11.604 0.031 0.037 0.028 0.032 0.034 A 88153 + 3023.67551 12.011 12.051 11.964 11.923 11.906 0.039 0.044 0.034 0.035 0.037 A 88311 + 3028.65503 11.681 11.664 11.679 11.694 11.722 0.028 0.032 0.023 0.026 0.031 A 88565 + 3030.69837 11.915 11.851 11.915 11.921 11.927 0.027 0.032 0.024 0.026 0.030 A 88751 + 3032.72040 12.295 12.232 12.310 12.321 12.404 0.041 0.039 0.036 0.039 0.040 A 88934 + 3034.74390 12.006 12.013 12.000 12.019 12.070 0.044 0.050 0.045 0.048 0.051 B 89170 + 3036.82047 11.855 11.797 11.875 11.903 11.919 0.032 0.042 0.028 0.031 0.036 A 89423 + 3040.82539 12.235 12.228 12.248 12.277 12.256 0.031 0.036 0.030 0.033 0.037 A 89618 + 3043.67852 12.168 12.164 12.163 12.182 12.150 0.029 0.036 0.027 0.032 0.038 A 89942 + 3045.72419 11.941 11.934 11.927 11.916 11.914 0.029 0.037 0.027 0.029 0.032 A 90225 + 3048.68976 11.946 11.958 11.926 11.899 11.906 0.029 0.038 0.028 0.032 0.036 A 90616 + 3051.63089 11.982 12.004 12.006 12.025 12.029 0.029 0.037 0.025 0.028 0.031 A 90992 + 3053.68542 11.559 11.600 11.566 11.558 11.534 0.028 0.037 0.025 0.028 0.032 A 91284 + 3055.74905 11.996 12.006 11.986 11.973 11.923 0.034 0.042 0.030 0.035 0.040 A 91583 + 3058.57779 12.313 12.350 12.291 12.270 12.298 0.030 0.033 0.026 0.030 0.033 A 91930 + 3060.64277 12.212 12.224 12.174 12.178 12.173 0.027 0.032 0.025 0.027 0.030 A 92211 + 3064.70782 11.633 11.607 11.635 11.650 11.706 0.040 0.041 0.044 0.054 0.067 D 92774 + 3067.69401 11.645 11.665 11.635 11.646 11.671 0.028 0.032 0.026 0.029 0.033 A 93066 + 3069.70749 12.399 12.362 12.455 12.517 12.608 0.033 0.039 0.033 0.039 0.047 A 93364 + 3071.72612 12.187 12.230 12.255 12.339 12.353 0.031 0.037 0.029 0.035 0.042 A 93658 + 3074.63207 12.253 12.253 12.241 12.262 12.301 0.029 0.035 0.026 0.029 0.033 A 93986 + 3076.65899 11.834 11.850 11.826 11.847 11.906 0.027 0.031 0.026 0.028 0.033 A 94275 + 3078.66097 11.536 11.584 11.528 11.513 11.519 0.029 0.035 0.027 0.030 0.035 A 94578 + 3080.67476 12.187 12.139 12.179 12.180 12.165 0.063 0.065 0.065 0.069 0.075 D 94871 + 3082.70873 12.161 12.210 12.070 11.993 11.943 0.040 0.043 0.042 0.047 0.055 B 95177 + 3086.70078 12.032 12.048 12.031 12.048 12.084 0.028 0.033 0.026 0.031 0.036 A 95476 + 3089.53634 12.285 12.310 12.247 12.218 12.252 0.032 0.035 0.028 0.032 0.037 A 95878 + 3091.54343 12.169 12.185 12.157 12.148 12.148 0.029 0.034 0.029 0.034 0.039 A 96194 + 3097.57052 12.277 12.249 12.270 12.261 12.252 0.028 0.033 0.027 0.029 0.032 A 96786 + 3099.59309 11.937 11.979 11.956 11.982 11.970 0.031 0.036 0.029 0.031 0.036 A 97110 + 3101.59873 11.525 11.562 11.504 11.491 11.502 0.030 0.034 0.028 0.031 0.037 A 97416 + 3103.60551 12.249 12.233 12.233 12.212 12.213 0.030 0.034 0.026 0.028 0.032 A 97734 + 3105.60277 12.117 12.181 12.092 12.062 12.058 0.031 0.038 0.030 0.035 0.042 A 98051 + 3107.60309 11.839 11.807 11.815 11.835 11.831 0.029 0.034 0.024 0.028 0.032 A 98368 + 3109.60825 11.425 11.500 11.413 11.390 11.391 0.037 0.040 0.027 0.029 0.032 A 98680 + 3111.60609 12.213 12.261 12.199 12.183 12.219 0.028 0.032 0.025 0.028 0.032 A 98992 + 3113.62632 12.096 12.101 12.122 12.145 12.169 0.029 0.036 0.025 0.028 0.033 A 99320 + 3121.58774 11.790 11.803 11.807 11.817 11.827 0.027 0.032 0.025 0.028 0.031 A 100070 + 3123.59565 11.562 11.523 11.554 11.516 11.509 0.046 0.049 0.045 0.048 0.052 B 100363 + 3126.53160 11.744 11.773 11.751 11.772 11.802 0.028 0.035 0.026 0.029 0.033 A 100843 + 3128.56191 12.241 12.259 12.237 12.238 12.253 0.031 0.034 0.028 0.032 0.037 A 101170 + 3130.57283 12.138 12.103 12.092 12.068 12.124 0.029 0.035 0.030 0.034 0.039 A 101465 + 3132.57971 11.677 11.651 11.701 11.737 11.765 0.028 0.036 0.027 0.030 0.035 A 101799 + 3144.54922 12.082 12.088 12.045 12.010 12.018 0.027 0.033 0.025 0.029 0.034 A 103243 + 3154.48670 12.259 12.257 12.262 12.248 12.254 0.028 0.037 0.026 0.029 0.032 A 103887 + 3158.48218 11.867 11.889 11.850 11.859 11.858 0.035 0.037 0.034 0.038 0.044 A 104350 + 3162.47866 12.236 12.257 12.226 12.227 12.240 0.028 0.036 0.024 0.027 0.032 A 104790 + 3165.47342 12.402 12.402 12.417 12.462 12.614 0.029 0.034 0.027 0.031 0.036 A 105312 + 3169.45935 11.788 11.788 11.775 11.760 11.745 0.027 0.034 0.025 0.028 0.032 A 105867 + 3175.46504 11.933 11.916 11.927 11.964 11.959 0.028 0.032 0.024 0.027 0.031 A 106529 + 3373.79949 12.028 12.029 12.026 12.024 12.037 0.051 0.058 0.052 0.057 0.063 D 125384 + 3382.68433 12.127 12.157 12.102 12.102 12.089 0.042 0.059 0.041 0.046 0.050 B 125644 +#ndata= 477 +#dataset= 2 ; 1 F0624-56_068 +#desig= 065307-5935.7 +#cra= 6.885405 06:53:07.5 +#cdec= -59.595626 -59:35:44.3 +#class= 0 +#cmag_0= 11.982 +#cmer_0= 0.290 +#nskip_0= 0 +#cmag_1= 12.018 +#cmer_1= 0.260 +#nskip_1= 0 +#cmag_2= 12.042 +#cmer_2= 0.259 +#nskip_2= 2 +#cmag_3= 12.056 +#cmer_3= 0.264 +#nskip_3= 2 +#cmag_4= 12.083 +#cmer_4= 0.268 +#nskip_4= 3 +#ra= 6.885376 06:53:07.4 +#dec= -59.595571 -59:35:44.1 +# HJD MAG_0 MAG_1 MAG_2 MAG_3 MAG_4 MER_0 MER_1 MER_2 MER_3 MER_4 GRADE FRAME + 1868.74122 12.160 12.124 12.107 12.093 12.086 0.370 0.282 0.244 0.221 0.219 D 125 + 1869.73135 12.335 12.305 12.294 12.285 12.302 0.306 0.224 0.187 0.169 0.180 D 284 + 1870.73466 11.540 11.594 11.593 11.586 11.596 0.354 0.265 0.232 0.232 0.227 D 433 + 1871.75997 10.868 10.508 10.419 10.379 10.359 0.272 0.231 0.205 0.198 0.204 D 574 + 1872.74161 12.145 12.178 12.164 12.126 12.129 0.350 0.271 0.232 0.235 0.236 D 727 + 1873.73636 11.938 11.855 11.827 11.806 11.816 0.384 0.279 0.248 0.232 0.238 D 887 + 1874.73961 12.507 12.636 12.614 12.602 12.637 0.341 0.263 0.228 0.217 0.222 D 1050 + 1875.72552 11.736 11.794 11.790 11.774 11.785 0.334 0.253 0.220 0.224 0.210 D 1204 + 1876.72442 11.938 11.919 11.905 11.908 11.934 0.288 0.220 0.183 0.170 0.183 D 1365 + 1877.72747 12.174 12.255 12.266 12.272 12.280 0.198 0.153 0.136 0.134 0.131 B 1525 + 1878.72644 11.460 11.473 11.460 11.458 11.492 0.215 0.165 0.143 0.130 0.140 D 1683 + 1879.71766 11.964 11.948 11.963 11.956 11.958 0.174 0.140 0.122 0.124 0.129 B 1835 + 1880.71166 12.272 12.277 12.265 12.259 12.257 0.194 0.153 0.135 0.128 0.139 B 1988 + 1881.70621 11.433 11.471 11.464 11.445 11.452 0.209 0.170 0.142 0.141 0.143 B 2144 + 1885.70256 12.032 12.005 12.025 12.031 12.038 0.109 0.085 0.086 0.085 0.085 B 2451 + 1886.70392 12.301 12.256 12.293 12.317 12.326 0.234 0.186 0.150 0.133 0.130 D 2613 + 1887.69485 11.501 11.649 11.686 11.692 11.694 0.258 0.200 0.159 0.142 0.141 D 2767 + 1888.69424 12.148 12.094 12.125 12.164 12.193 0.237 0.178 0.157 0.151 0.151 D 2927 + 1889.69087 12.274 12.279 12.292 12.293 12.349 0.195 0.154 0.125 0.118 0.118 B 3087 + 1899.67036 11.997 11.953 11.965 11.969 11.979 0.213 0.184 0.150 0.131 0.130 B 3208 + 1900.67964 12.232 12.209 12.212 12.204 12.231 0.157 0.138 0.113 0.102 0.108 B 3370 + 1905.66573 29.999 29.999 29.999 29.999 29.999 0.170 0.147 0.125 0.118 0.128 C 4002 + 1918.62897 11.666 11.633 11.650 11.646 11.640 0.141 0.119 0.110 0.113 0.107 B 5139 + 1954.56262 12.156 12.183 12.195 12.213 12.195 0.053 0.046 0.033 0.032 0.028 A 9819 + 1994.50093 11.512 11.522 11.512 11.516 11.554 0.096 0.079 0.054 0.054 0.054 A 13390 + 2000.52848 11.816 11.804 11.820 11.807 11.849 0.093 0.106 0.076 0.067 0.070 B 14606 + 2008.48979 11.477 11.532 11.549 11.560 11.565 0.088 0.094 0.065 0.054 0.046 B 15107 + 2136.88560 11.912 11.860 11.856 11.835 11.837 0.262 0.198 0.179 0.162 0.175 D 29750 + 2156.87468 12.087 12.025 12.004 11.997 12.007 0.163 0.123 0.120 0.112 0.126 B 31752 + 2166.87472 11.745 11.743 11.715 11.692 11.698 0.135 0.104 0.089 0.091 0.099 B 32014 + 2168.82339 12.189 12.181 12.177 12.174 12.183 0.159 0.128 0.107 0.099 0.108 B 32346 + 2171.81413 12.268 12.276 12.293 12.291 12.332 0.122 0.091 0.073 0.065 0.077 B 32680 + 2172.87027 11.579 11.611 11.600 11.596 11.605 0.114 0.086 0.066 0.060 0.067 B 32889 + 2183.80472 11.992 11.930 11.910 11.904 11.898 0.108 0.088 0.079 0.073 0.079 B 33962 + 2184.80645 11.937 11.942 11.922 11.934 11.935 0.096 0.079 0.062 0.053 0.055 A 34153 + 2185.82927 12.254 12.243 12.231 12.228 12.257 0.086 0.077 0.056 0.046 0.043 A 34351 + 2189.82093 11.574 11.589 11.574 11.563 11.574 0.081 0.065 0.049 0.044 0.036 A 34838 + 2190.83547 12.092 12.094 12.086 12.065 12.073 0.087 0.069 0.048 0.046 0.050 A 35026 + 2192.76375 11.531 11.562 11.557 11.569 11.576 0.137 0.110 0.086 0.082 0.091 B 35346 + 2193.87615 12.199 12.196 12.189 12.174 12.157 0.109 0.091 0.068 0.059 0.079 B 35574 + 2195.76229 11.563 11.624 11.624 11.565 11.498 0.101 0.095 0.090 0.089 0.089 B 35882 + 2197.77414 12.289 12.273 12.279 12.227 12.195 0.109 0.093 0.082 0.076 0.077 B 36196 + 2199.75287 12.125 12.104 12.113 12.098 12.102 0.101 0.079 0.065 0.058 0.081 B 36547 + 2201.75699 11.867 11.869 11.849 11.854 11.864 0.067 0.052 0.040 0.034 0.039 A 36796 + 2202.88152 12.273 12.269 12.266 12.236 12.237 0.061 0.050 0.036 0.031 0.036 A 37015 + 2208.73214 12.271 12.266 12.215 12.178 12.138 0.095 0.069 0.050 0.041 0.043 A 37720 + 2213.75674 12.230 12.261 12.255 12.245 12.223 0.071 0.057 0.039 0.035 0.035 A 38140 + 2214.76858 11.883 11.850 11.848 11.880 11.915 0.070 0.050 0.037 0.035 0.038 A 38294 + 2215.81641 11.976 12.064 12.004 12.034 12.068 0.048 0.048 0.030 0.029 0.025 A 38483 + 2217.81657 11.564 11.541 11.544 11.521 11.541 0.071 0.062 0.046 0.044 0.039 A 38817 + 2222.77779 12.224 12.296 12.353 12.339 12.406 0.045 0.047 0.028 0.036 0.028 A 39246 + 2224.75757 12.156 12.150 12.145 12.155 12.151 0.058 0.048 0.032 0.030 0.021 A 39401 + 2225.79591 12.205 12.156 12.201 12.219 12.264 0.083 0.067 0.051 0.046 0.042 A 39579 + 2226.76156 11.843 11.838 11.836 11.852 11.853 0.048 0.043 0.028 0.029 0.021 A 39717 + 2227.79161 12.068 12.083 12.110 12.114 12.211 0.046 0.043 0.029 0.035 0.027 A 39883 + 2228.75397 12.078 12.065 12.091 12.073 12.063 0.048 0.045 0.030 0.030 0.024 A 40032 + 2229.77100 11.929 11.918 11.919 11.911 11.949 0.047 0.039 0.026 0.033 0.030 A 40202 + 2232.74720 11.962 11.951 11.932 11.911 11.890 0.056 0.053 0.036 0.036 0.033 A 40523 + 2233.75051 12.196 12.194 12.200 12.184 12.198 0.051 0.051 0.037 0.040 0.032 A 40681 + 2234.75091 11.543 11.516 11.520 11.546 11.544 0.043 0.041 0.026 0.027 0.021 A 40839 + 2237.74303 11.617 11.583 11.574 11.572 11.580 0.045 0.040 0.028 0.032 0.032 A 41310 + 2239.71957 12.386 12.346 12.326 12.278 12.304 0.041 0.042 0.030 0.035 0.029 A 41459 + 2242.71660 12.215 12.160 12.231 12.265 12.280 0.051 0.056 0.041 0.043 0.034 A 41936 + 2243.71219 11.783 11.815 11.828 11.859 11.847 0.045 0.045 0.035 0.035 0.031 A 42090 + 2244.74524 12.266 12.236 12.220 12.220 12.259 0.051 0.049 0.034 0.039 0.033 A 42225 + 2247.71207 12.265 12.286 12.361 12.445 12.424 0.056 0.053 0.035 0.047 0.040 A 42365 + 2249.71085 12.059 12.006 12.032 12.075 12.067 0.058 0.055 0.041 0.037 0.036 A 42727 + 2250.70958 12.202 12.196 12.216 12.201 12.251 0.052 0.044 0.033 0.036 0.033 A 42887 + 2251.70587 11.478 11.499 11.484 11.457 11.480 0.052 0.047 0.032 0.039 0.043 A 43047 + 2252.70036 11.993 12.021 12.027 12.038 12.077 0.054 0.050 0.035 0.037 0.035 A 43207 + 2253.69735 12.346 12.358 12.357 12.370 12.393 0.065 0.054 0.040 0.043 0.040 A 43367 + 2254.69814 11.576 11.577 11.571 11.581 11.562 0.052 0.047 0.037 0.042 0.038 A 43496 + 2256.69332 12.239 12.271 12.292 12.288 12.314 0.060 0.059 0.048 0.050 0.046 A 43812 + 2257.69440 11.696 11.729 11.722 11.699 11.668 0.074 0.065 0.061 0.060 0.056 A 43974 + 2258.69113 12.193 12.248 12.261 12.275 12.259 0.069 0.060 0.051 0.056 0.053 A 44133 + 2260.68326 11.839 11.797 11.784 11.754 11.746 0.063 0.063 0.050 0.053 0.049 A 44259 + 2261.68112 12.313 12.100 12.058 12.064 12.192 0.218 0.206 0.195 0.193 0.191 D 44419 + 2262.68011 11.936 11.908 11.830 11.860 11.876 0.074 0.070 0.057 0.061 0.053 A 44563 + 2263.67611 11.858 11.925 11.982 11.979 11.996 0.074 0.070 0.059 0.067 0.064 B 44724 + 2269.67405 11.918 11.992 12.039 12.082 12.081 0.090 0.090 0.076 0.081 0.077 B 45255 + 2270.68140 12.139 12.203 12.281 12.392 12.402 0.090 0.078 0.068 0.074 0.061 B 45423 + 2271.66079 11.690 11.647 11.616 11.612 11.657 0.102 0.093 0.078 0.078 0.074 B 45575 + 2486.93614 11.720 11.768 11.794 11.853 11.945 0.060 0.053 0.045 0.043 0.036 A 13455 + 2497.89949 11.615 11.568 11.556 11.561 11.524 0.049 0.049 0.034 0.034 0.025 A 15340 + 2499.89448 12.206 12.220 12.248 12.292 12.300 0.045 0.045 0.032 0.031 0.024 A 15760 + 2502.88506 12.284 12.294 12.255 12.271 12.266 0.048 0.049 0.039 0.036 0.024 A 16331 + 2519.87436 12.200 12.228 12.246 12.265 12.260 0.044 0.041 0.024 0.022 0.020 A 18101 + 2521.86945 12.236 12.226 12.243 12.248 12.291 0.044 0.045 0.042 0.047 0.049 A 18497 + 2539.79453 12.028 12.124 12.214 12.254 12.324 0.053 0.051 0.038 0.042 0.041 A 19588 + 2545.77538 11.460 11.449 11.421 11.420 11.421 0.079 0.062 0.041 0.037 0.034 A 20232 + 2550.89975 11.496 11.558 11.529 11.526 11.580 0.056 0.057 0.044 0.054 0.048 A 20888 + 2552.82349 12.146 12.143 12.178 12.210 12.289 0.034 0.036 0.023 0.019 0.019 A 21224 + 2554.80780 12.121 12.087 12.095 12.088 12.110 0.090 0.079 0.064 0.078 0.082 B 21582 + 2557.76674 11.938 11.911 11.912 11.931 11.980 0.046 0.046 0.033 0.027 0.021 A 21925 + 2559.78489 11.409 11.412 11.446 11.471 11.486 0.050 0.043 0.028 0.027 0.025 A 22292 + 2561.78813 12.284 12.333 12.333 12.351 12.382 0.037 0.042 0.048 0.038 0.034 A 22620 + 2563.77343 12.185 12.142 12.086 12.058 12.078 0.043 0.037 0.027 0.025 0.025 A 22973 + 2565.78111 11.657 11.680 11.689 11.690 11.746 0.084 0.070 0.046 0.037 0.037 A 23334 + 2578.75557 12.308 12.296 12.303 12.334 12.336 0.037 0.042 0.028 0.027 0.025 A 24997 + 2623.68066 12.240 12.270 12.287 12.281 12.284 0.033 0.040 0.028 0.030 0.024 A 30150 + 2625.66846 12.016 12.056 12.035 12.019 12.055 0.025 0.038 0.029 0.026 0.021 A 30427 + 2628.66314 12.092 12.049 12.028 12.027 12.059 0.042 0.040 0.034 0.029 0.045 A 30732 + 2643.61292 12.289 12.270 12.266 12.225 12.176 0.031 0.035 0.029 0.029 0.026 A 33410 + 2647.63973 11.840 11.792 11.832 11.855 11.843 0.050 0.056 0.048 0.045 0.042 A 34015 + 2650.61610 11.780 11.826 11.828 11.843 11.877 0.023 0.033 0.024 0.021 0.018 A 34271 + 2791.46624 29.999 29.999 29.999 29.999 29.999 0.036 0.040 0.031 0.030 0.028 C 57479 + 2833.94017 11.498 11.467 11.455 11.431 11.437 0.031 0.037 0.023 0.027 0.020 A 63241 + 2854.91533 12.037 12.074 12.097 12.109 12.111 0.029 0.033 0.020 0.018 0.017 A 66000 + 2858.93523 12.063 12.086 12.079 12.078 12.092 0.056 0.049 0.028 0.025 0.029 A 66449 + 2861.90381 11.886 11.869 11.830 11.812 11.863 0.051 0.048 0.032 0.034 0.026 A 67075 + 2867.90422 11.534 11.573 11.568 11.549 11.538 0.028 0.033 0.022 0.018 0.021 A 67876 + 2884.84367 11.476 11.491 11.499 11.489 11.486 0.051 0.038 0.029 0.030 0.028 A 69905 + 2912.83227 11.521 11.494 11.497 11.498 11.497 0.057 0.094 0.143 0.185 0.172 D 74182 + 2918.85133 29.999 29.999 29.999 29.999 29.999 0.027 0.029 0.020 0.020 0.026 C 74978 + 2922.75481 11.971 12.008 11.965 11.921 11.902 0.054 0.049 0.033 0.030 0.031 A 75320 + 2924.81955 11.936 11.890 11.903 11.902 11.931 0.026 0.040 0.032 0.029 0.027 A 75705 + 2927.77821 11.792 11.797 11.824 11.858 11.894 0.025 0.036 0.026 0.025 0.021 A 76064 + 2932.81057 11.620 11.675 11.687 11.701 11.707 0.027 0.035 0.028 0.029 0.023 A 76969 + 2950.73938 12.028 12.000 12.014 12.051 12.070 0.024 0.029 0.020 0.017 0.016 A 79486 + 3355.66556 12.266 12.224 12.217 12.205 12.218 0.064 0.039 0.025 0.026 0.028 A 124372 + 3383.73278 12.201 12.161 12.111 12.074 12.066 0.050 0.034 0.027 0.027 0.029 A 125790 + 3385.81553 12.202 12.236 12.199 12.173 12.162 0.062 0.052 0.043 0.040 0.040 A 126096 + 3388.57308 12.118 12.184 12.163 12.156 12.167 0.040 0.034 0.022 0.020 0.021 A 126425 + 3390.62417 11.751 11.773 11.771 11.757 11.729 0.074 0.058 0.046 0.044 0.044 A 126717 + 3392.71059 11.561 11.553 11.580 11.623 11.617 0.142 0.138 0.133 0.133 0.138 B 126964 + 3395.70661 11.636 11.655 11.643 11.617 11.596 0.050 0.034 0.025 0.027 0.025 A 127282 + 3397.75916 11.957 11.943 11.957 11.984 12.018 0.033 0.030 0.019 0.017 0.017 A 127544 + 3399.82135 12.344 12.347 12.364 12.356 12.447 0.053 0.045 0.032 0.030 0.029 A 127825 + 3405.55568 12.236 12.154 12.166 12.183 12.226 0.074 0.052 0.034 0.026 0.025 A 128533 + 3409.58916 11.709 11.663 11.627 11.604 11.643 0.093 0.049 0.031 0.032 0.032 A 129170 + 3411.63904 12.255 12.273 12.262 12.246 12.257 0.033 0.031 0.022 0.023 0.026 A 129482 + 3413.68632 12.204 12.202 12.171 12.146 12.150 0.048 0.041 0.025 0.025 0.021 A 129798 + 3415.69961 11.873 11.931 11.941 11.957 11.953 0.055 0.034 0.023 0.025 0.027 A 130130 + 3417.68838 11.795 11.759 11.739 11.752 11.820 0.085 0.043 0.037 0.038 0.042 A 130438 + 3419.67456 12.149 12.187 12.212 12.245 12.261 0.060 0.041 0.027 0.025 0.022 A 130751 + 3421.69994 12.063 12.049 12.055 12.081 12.159 0.059 0.045 0.033 0.031 0.030 A 131067 + 3423.67859 11.573 11.542 11.527 11.555 11.585 0.055 0.050 0.042 0.042 0.041 A 131391 + 3425.70558 12.238 12.231 12.233 12.262 12.329 0.043 0.038 0.033 0.029 0.032 A 131700 + 3427.73488 12.117 12.090 12.050 12.039 12.051 0.043 0.032 0.021 0.028 0.032 A 132027 + 3431.68520 11.751 11.710 11.679 11.653 11.661 0.076 0.046 0.036 0.033 0.033 A 132377 + 3433.70749 12.244 12.263 12.233 12.234 12.311 0.058 0.043 0.033 0.032 0.031 A 132708 + 3436.70589 12.268 12.298 12.284 12.324 12.363 0.030 0.029 0.019 0.017 0.015 A 133011 + 3439.68704 12.283 12.252 12.226 12.230 12.238 0.051 0.038 0.027 0.029 0.022 A 133346 + 3443.52147 11.425 11.472 11.455 11.453 11.455 0.187 0.087 0.039 0.032 0.028 B 133704 + 3445.55342 12.346 12.368 12.344 12.332 12.369 0.047 0.036 0.025 0.025 0.026 A 134071 + 3447.56741 12.173 12.142 12.132 12.146 12.165 0.060 0.056 0.031 0.027 0.031 A 134713 + 3449.59086 11.771 11.768 11.762 11.752 11.758 0.054 0.046 0.035 0.033 0.042 A 135050 + 3453.65537 12.353 12.406 12.469 12.542 12.620 0.060 0.049 0.033 0.033 0.031 A 135652 + 3455.64577 12.134 12.083 12.098 12.104 12.083 0.037 0.034 0.024 0.019 0.016 A 136008 + 3457.65380 11.648 11.661 11.649 11.630 11.617 0.054 0.040 0.025 0.031 0.032 A 136363 + 3459.64813 12.172 12.184 12.160 12.129 12.125 0.038 0.040 0.028 0.026 0.026 A 136719 + 3462.52786 12.310 12.303 12.291 12.253 12.199 0.036 0.032 0.021 0.021 0.025 A 137131 + 3464.59793 12.202 12.253 12.256 12.243 12.258 0.051 0.047 0.031 0.027 0.023 A 137478 + 3466.61028 11.951 11.962 11.944 11.940 11.951 0.043 0.038 0.025 0.022 0.026 A 137820 + 3469.60725 12.076 12.062 12.088 12.137 12.178 0.052 0.036 0.026 0.023 0.023 A 138239 + 3471.61883 11.629 11.611 11.624 11.641 11.663 0.045 0.032 0.022 0.020 0.021 A 138567 + 3473.61660 12.311 12.371 12.336 12.341 12.401 0.038 0.034 0.020 0.018 0.018 A 138871 + 3476.53680 12.289 12.352 12.340 12.347 12.333 0.057 0.049 0.035 0.030 0.023 A 139342 + 3478.56072 12.115 12.140 12.147 12.128 12.169 0.046 0.034 0.026 0.024 0.026 A 139695 + 3480.58299 11.933 11.942 11.936 11.929 11.938 0.049 0.037 0.028 0.027 0.034 A 139984 + 3483.52115 11.844 11.836 11.797 11.760 11.751 0.056 0.044 0.038 0.040 0.047 A 140456 + 3489.53477 12.072 12.096 12.064 12.051 12.074 0.055 0.038 0.026 0.028 0.030 A 140916 + 3491.55049 11.646 11.684 11.663 11.647 11.650 0.059 0.041 0.025 0.028 0.035 A 141280 + 3495.54958 12.229 12.193 12.253 12.320 12.320 0.060 0.038 0.024 0.027 0.030 A 141607 + 3499.52170 11.563 11.560 11.555 11.574 11.610 0.040 0.033 0.024 0.028 0.030 A 142080 + 3501.52949 12.409 12.358 12.341 12.328 12.336 0.040 0.032 0.024 0.022 0.028 A 142416 + 3503.53872 12.117 12.094 12.092 12.092 12.101 0.053 0.038 0.028 0.031 0.034 A 142775 + 3509.49629 12.209 12.261 12.246 12.257 12.260 0.045 0.041 0.028 0.030 0.040 A 143378 + 3513.47035 12.083 12.091 12.091 12.113 12.157 0.040 0.034 0.019 0.016 0.021 A 143969 + 3517.47131 11.955 11.978 12.010 12.041 12.080 0.054 0.041 0.028 0.022 0.019 A 144283 + 3521.47163 12.160 12.202 12.239 12.293 12.312 0.108 0.079 0.073 0.070 0.070 B 144785 + 3526.45950 12.165 12.151 12.147 12.134 12.136 0.036 0.029 0.022 0.022 0.024 A 145618 + 3529.46034 12.156 12.152 12.180 12.200 12.197 0.117 0.071 0.057 0.063 0.058 B 146134 + 3563.94176 11.939 12.029 12.020 11.986 11.962 0.053 0.044 0.029 0.031 0.032 A 150188 + 3575.94017 12.362 12.351 12.393 12.443 12.465 0.042 0.039 0.025 0.021 0.022 A 151576 + 3590.92807 11.543 11.534 11.544 11.555 11.566 0.068 0.044 0.030 0.029 0.028 A 154110 + 3601.91507 12.179 12.195 12.119 12.045 11.991 0.053 0.038 0.026 0.025 0.025 A 155649 + 3619.85543 11.854 11.863 11.847 11.842 11.857 0.054 0.039 0.027 0.025 0.026 A 157502 + 3622.89026 11.952 11.948 11.905 11.892 11.938 0.041 0.031 0.020 0.019 0.019 A 157990 + 3626.87071 12.243 12.259 12.268 12.253 12.228 0.039 0.036 0.023 0.019 0.018 A 158395 + 3630.84560 11.621 11.616 11.585 11.581 11.609 0.044 0.035 0.022 0.020 0.018 A 158859 + 3634.85695 12.219 12.176 12.176 12.181 12.179 0.052 0.036 0.022 0.021 0.023 A 159451 + 3638.88014 11.485 11.431 11.444 11.434 11.455 0.054 0.043 0.027 0.022 0.021 A 159860 + 3641.87009 11.579 11.593 11.606 11.607 11.618 0.045 0.038 0.024 0.020 0.019 A 160253 + 3646.87581 12.263 12.276 12.296 12.311 12.362 0.047 0.042 0.026 0.020 0.017 A 160838 + 3650.80710 11.743 11.772 11.763 11.761 11.781 0.046 0.035 0.023 0.020 0.020 A 161370 + 3653.83942 11.924 11.954 11.942 11.924 11.943 0.057 0.036 0.028 0.028 0.032 A 161809 + 3659.82737 12.112 12.060 12.072 12.092 12.096 0.045 0.036 0.022 0.019 0.019 A 162693 + 3662.86826 12.290 12.290 12.299 12.297 12.343 0.035 0.030 0.021 0.019 0.019 A 163145 + 3665.83156 12.206 12.259 12.233 12.237 12.239 0.071 0.036 0.026 0.023 0.025 A 163569 + 3669.81570 11.375 11.431 11.402 11.400 11.392 0.038 0.036 0.021 0.017 0.016 A 164034 + 3672.80299 11.452 11.463 11.446 11.452 11.470 0.043 0.033 0.020 0.016 0.015 A 164455 + 3675.79020 11.447 11.530 11.513 11.499 11.496 0.052 0.037 0.023 0.019 0.018 A 164881 + 3680.80439 12.140 12.184 12.157 12.138 12.124 0.042 0.033 0.021 0.019 0.016 A 165405 + 3703.73848 11.424 11.451 11.424 11.404 11.412 0.048 0.037 0.025 0.023 0.024 A 168463 + 3706.71442 11.424 11.413 11.422 11.412 11.414 0.054 0.044 0.036 0.031 0.032 A 168867 + 3711.75652 12.098 12.165 12.126 12.113 12.141 0.036 0.032 0.021 0.017 0.018 A 169304 + 3713.73421 12.216 12.220 12.212 12.200 12.212 0.069 0.050 0.033 0.028 0.033 A 169582 + 3716.68366 12.159 12.162 12.134 12.118 12.118 0.045 0.036 0.026 0.023 0.022 A 169961 + 3718.74890 12.012 12.002 12.002 12.018 12.029 0.043 0.034 0.026 0.024 0.026 A 170238 + 3721.65317 11.951 12.030 12.002 12.034 12.072 0.048 0.034 0.024 0.023 0.025 A 170575 + 3724.69621 12.164 12.189 12.161 12.122 12.092 0.061 0.040 0.031 0.030 0.032 A 170894 + 3726.78853 12.129 12.076 12.068 12.091 12.131 0.035 0.031 0.023 0.021 0.026 A 171186 + 3730.65594 12.257 12.314 12.362 12.422 12.508 0.088 0.056 0.038 0.033 0.036 A 171557 + 3733.69445 12.348 12.306 12.306 12.294 12.271 0.044 0.033 0.020 0.019 0.021 A 171955 + 3736.68239 12.365 12.385 12.391 12.382 12.357 0.065 0.041 0.027 0.021 0.025 A 172366 + 3743.77011 12.005 12.032 99.999 99.999 99.999 0.043 0.034 0.027 0.025 0.029 C 173324 + 3746.66830 11.851 11.804 11.830 11.847 11.866 0.049 0.037 0.026 0.025 0.023 A 173685 + 3748.76207 11.488 11.521 11.494 11.500 11.490 0.041 0.035 0.025 0.025 0.027 A 173996 + 3751.65014 11.612 11.539 11.492 11.474 11.440 0.040 0.032 0.026 0.023 0.023 A 174382 + 3753.73287 12.334 12.278 12.272 12.264 12.322 0.041 0.029 0.024 0.026 0.026 A 174681 + 3755.78342 12.253 12.230 12.187 12.155 12.161 0.044 0.029 0.021 0.020 0.020 A 174969 + 3758.61925 12.121 12.148 12.099 12.079 12.069 0.049 0.035 0.025 0.025 0.027 A 175336 + 3760.68145 11.847 11.842 11.828 11.807 11.822 0.050 0.035 0.024 0.023 0.029 A 175636 + 3762.77733 11.547 11.578 11.584 11.607 11.611 0.068 0.048 0.035 0.030 0.033 A 175919 + 3765.61437 11.610 11.566 11.580 11.593 11.626 0.048 0.040 0.025 0.027 0.028 A 176287 + 3767.70678 12.239 12.171 12.166 12.190 12.194 0.056 0.038 0.029 0.028 0.030 A 176593 + 3770.57931 12.420 12.431 12.393 12.312 12.300 0.056 0.048 0.036 0.036 0.042 A 176952 + 3772.65724 12.179 12.147 12.129 12.111 12.132 0.080 0.065 0.039 0.032 0.027 A 177219 + 3774.72909 11.996 12.019 12.050 12.099 12.161 0.057 0.041 0.026 0.025 0.028 A 177536 + 3776.75798 11.586 11.547 11.547 11.567 11.589 0.060 0.041 0.030 0.028 0.030 A 177834 + 3779.57896 12.098 12.141 12.138 12.191 12.240 0.053 0.043 0.031 0.025 0.023 A 178232 + 3787.54467 12.317 12.348 12.303 12.287 12.271 0.070 0.049 0.032 0.029 0.031 A 178808 + 3789.60651 12.222 12.236 12.214 12.210 12.249 0.051 0.049 0.038 0.031 0.034 A 179102 + 3791.64549 11.882 11.912 11.903 11.888 11.893 0.042 0.035 0.026 0.027 0.029 A 179404 + 3793.68757 11.471 11.463 11.470 11.453 11.475 0.064 0.045 0.028 0.025 0.023 A 179709 + 3796.57013 11.686 11.715 11.654 11.648 11.657 0.062 0.036 0.027 0.024 0.028 A 180097 + 3798.61888 12.356 12.353 12.340 12.367 12.409 0.058 0.051 0.037 0.036 0.035 A 180393 + 3800.61921 12.113 12.105 12.107 12.083 12.067 0.045 0.037 0.026 0.027 0.023 A 180666 + 3803.59959 12.098 12.065 12.047 12.003 12.009 0.049 0.032 0.022 0.020 0.021 A 181014 + 3805.62068 11.805 11.754 11.790 11.850 11.889 0.071 0.042 0.029 0.031 0.039 A 181310 + 3808.63793 11.921 11.902 11.852 11.839 11.840 0.044 0.032 0.026 0.028 0.025 A 181660 + 3810.64216 11.403 11.469 11.467 11.475 11.483 0.042 0.033 0.021 0.020 0.020 A 181983 + 3812.64848 12.259 12.235 12.256 12.275 12.351 0.043 0.036 0.027 0.022 0.028 A 182306 + 3814.64451 12.028 12.118 12.154 12.166 12.148 0.035 0.029 0.022 0.026 0.028 A 182620 + 3816.67806 11.834 11.815 11.824 11.829 11.851 0.045 0.035 0.027 0.023 0.028 A 182946 + 3819.53628 11.565 11.542 11.526 11.507 11.493 0.106 0.088 0.061 0.053 0.042 A 183382 + 3821.59140 12.091 12.115 12.127 12.153 12.186 0.054 0.034 0.026 0.025 0.028 A 183723 + 3825.63531 12.111 12.079 12.062 12.080 99.999 0.041 0.033 0.025 0.024 0.025 C 184400 + 3828.51362 11.888 11.812 11.807 11.794 11.838 0.043 0.036 0.028 0.023 0.022 A 184868 + 3830.57786 11.572 11.588 11.577 11.565 11.590 0.038 0.030 0.022 0.021 0.024 A 185223 + 3832.58896 12.268 12.273 12.274 12.285 12.304 0.075 0.045 0.027 0.026 0.031 A 185582 + 3834.58705 12.161 12.150 12.144 12.144 12.131 0.060 0.049 0.029 0.022 0.025 A 185926 + 3836.60431 11.869 11.844 11.878 11.916 11.971 0.032 0.032 0.020 0.020 0.021 A 186273 + 3847.54905 11.585 11.600 11.618 11.642 11.700 0.049 0.043 0.027 0.024 0.024 A 186737 + 3850.50471 11.608 11.606 11.582 11.556 11.564 0.039 0.039 0.028 0.028 0.029 A 187214 + 3852.51874 12.312 12.298 12.290 12.300 12.332 0.048 0.033 0.023 0.022 0.028 A 187565 + 3854.52700 12.280 12.271 12.276 12.322 12.396 0.041 0.033 0.029 0.026 0.026 A 187933 + 3857.53993 29.999 29.999 29.999 29.999 29.999 0.096 0.094 0.092 0.093 0.093 C 188338 + 3860.49717 99.999 99.999 99.999 99.999 99.999 0.054 0.035 0.023 0.024 0.028 C 188787 + 3862.50063 12.168 12.124 12.130 12.149 12.192 0.044 0.032 0.025 0.024 0.025 A 189153 + 3864.52916 11.600 11.602 11.600 11.595 11.589 0.047 0.036 0.030 0.027 0.030 A 189498 + 3867.51818 11.655 11.667 11.662 11.634 11.620 0.051 0.035 0.027 0.031 0.030 A 189985 + 3869.53528 11.713 11.712 11.679 11.670 11.668 0.060 0.043 0.027 0.029 0.030 A 190334 + 3872.48266 11.799 11.856 11.875 11.875 11.872 0.030 0.027 0.020 0.019 0.024 A 190876 + 3876.48446 12.041 12.028 12.016 12.002 12.017 0.034 0.030 0.021 0.020 0.025 A 191289 + 3880.47469 12.318 12.354 12.362 12.370 12.372 0.039 0.039 0.031 0.050 0.051 A 191754 + 3883.46548 12.327 12.339 12.352 12.389 12.380 0.043 0.041 0.028 0.030 0.036 A 192203 + 3887.46930 11.941 11.888 11.877 11.861 11.905 0.070 0.047 0.037 0.036 0.036 A 192600 + 3890.47756 11.962 11.952 11.945 11.957 11.983 0.040 0.032 0.022 0.022 0.024 A 193123 + 3893.46626 12.138 12.144 12.152 12.145 12.158 0.064 0.045 0.034 0.035 0.039 A 193657 + 3898.45252 11.746 11.739 11.681 11.634 11.625 0.063 0.039 0.026 0.032 0.033 A 194296 + 4090.68519 11.783 11.741 11.743 11.747 11.785 0.092 0.075 0.057 0.049 0.041 A 209268 + 4103.71453 12.264 12.291 12.287 12.304 12.346 0.060 0.036 0.023 0.022 0.020 A 210618 + 4105.80064 12.241 12.157 12.135 12.131 12.147 0.072 0.037 0.026 0.024 0.022 A 210876 + 4126.61396 12.324 12.333 12.332 12.313 12.280 0.054 0.039 0.022 0.018 0.019 A 211656 + 4128.62795 12.131 12.145 12.125 12.079 12.117 0.060 0.053 0.034 0.026 0.022 A 211928 + 4130.64627 11.608 11.586 11.603 11.602 11.599 0.073 0.049 0.036 0.031 0.029 A 212193 + 4132.64028 12.324 12.324 99.999 99.999 99.999 0.092 0.060 0.040 0.035 0.031 C 212446 + 4134.66152 12.265 12.127 11.989 11.884 11.845 0.111 0.064 0.049 0.044 0.040 A 212736 + 4136.68160 12.038 11.991 11.953 11.925 11.936 0.059 0.039 0.029 0.024 0.023 A 212997 + 4140.67741 12.318 12.289 12.267 12.253 12.204 0.077 0.051 0.033 0.024 0.023 A 213593 + 4142.70520 12.141 12.173 12.146 12.155 12.181 0.110 0.067 0.044 0.037 0.033 A 213873 + 4144.73037 11.796 11.861 11.857 11.865 11.889 0.106 0.100 0.088 0.032 0.028 B 214170 + 4147.59894 11.630 11.630 11.622 11.625 11.643 0.061 0.048 0.030 0.024 0.021 A 214551 + 4150.67098 11.897 11.873 11.865 11.842 11.841 0.046 0.032 0.023 0.021 0.020 A 214825 + 4152.68479 11.426 11.471 11.474 11.472 11.471 0.039 0.028 0.019 0.018 0.015 A 215136 + 4154.70030 12.319 12.324 12.318 12.323 12.331 0.052 0.048 0.024 0.019 0.017 A 215437 + 4156.69985 12.145 12.146 12.107 12.088 12.072 0.073 0.061 0.043 0.037 0.032 A 215734 + 4158.73003 11.806 11.778 11.739 11.711 11.722 0.062 0.051 0.037 0.031 0.028 A 216022 + 4160.70961 12.024 12.024 12.048 12.072 12.097 0.093 0.058 0.043 0.042 0.041 A 216328 + 4162.71817 12.312 12.358 12.321 12.253 12.234 0.069 0.038 0.028 0.026 0.025 A 216654 + 4165.58384 12.349 12.323 12.259 12.181 12.160 0.120 0.075 0.045 0.040 0.044 B 217023 + 4168.61744 12.307 12.290 12.284 12.309 12.323 0.062 0.053 0.036 0.033 0.033 A 217450 + 4173.59501 12.086 12.046 12.070 12.101 12.124 0.064 0.044 0.030 0.027 0.025 A 218058 + 4175.59818 11.586 11.589 11.639 11.672 11.666 0.073 0.052 0.036 0.030 0.028 A 218368 + 4181.56976 11.904 11.955 11.930 11.941 11.973 0.039 0.034 0.021 0.018 0.017 A 219088 + 4183.57753 11.780 11.780 11.791 11.817 11.834 0.085 0.057 0.039 0.029 0.029 A 219387 + 4185.57865 12.167 12.214 12.184 12.179 12.200 0.072 0.059 0.042 0.032 0.028 A 219673 + 4189.57989 11.487 11.498 11.474 11.465 11.482 0.034 0.035 0.021 0.017 0.015 A 220076 + 4191.58873 12.241 12.220 12.192 12.176 12.200 0.046 0.040 0.033 0.031 0.029 A 220392 + 4193.59473 12.121 12.212 12.184 12.192 12.270 0.063 0.047 0.032 0.029 0.024 A 220719 + 4196.61055 12.279 12.240 12.220 12.202 12.281 0.043 0.042 0.027 0.022 0.020 A 221038 + 4199.58233 12.340 12.321 12.307 12.251 12.225 0.074 0.061 0.043 0.040 0.038 A 221367 + 4202.54726 12.249 12.188 12.210 12.215 12.231 0.081 0.076 0.066 0.064 0.064 B 221618 + 4205.52129 12.333 12.336 12.260 12.262 12.285 0.067 0.045 0.037 0.038 0.039 A 222071 + 4213.54301 12.276 12.283 12.260 12.259 12.302 0.090 0.049 0.034 0.030 0.030 A 222552 + 4227.47784 12.162 12.187 12.158 12.154 12.161 0.049 0.043 0.027 0.023 0.022 A 223101 + 4229.50427 11.789 11.884 11.879 11.857 11.860 0.054 0.043 0.027 0.020 0.019 A 223468 + 4231.50866 11.658 11.628 11.618 11.637 11.669 0.069 0.051 0.029 0.022 0.020 A 223828 + 4233.51637 12.325 12.281 12.290 12.280 12.293 0.038 0.037 0.024 0.021 0.019 A 224176 + 4235.51932 12.031 12.024 12.012 12.002 12.012 0.051 0.039 0.028 0.023 0.022 A 224545 + 4246.48341 11.853 11.854 11.870 11.881 11.891 0.036 0.033 0.022 0.018 0.016 A 226166 + 4253.47811 12.316 12.315 12.330 12.389 12.468 0.050 0.045 0.030 0.024 0.023 A 226791 + 4258.45439 12.231 12.263 12.270 12.275 12.253 0.043 0.035 0.021 0.017 0.016 A 227456 + 4399.87032 12.023 11.989 11.974 11.949 11.924 0.039 0.036 0.024 0.020 0.018 A 244910 + 4418.81796 11.422 11.375 11.410 11.416 11.424 0.044 0.035 0.022 0.017 0.016 A 246361 + 4421.78968 11.501 11.444 11.472 11.502 11.535 0.054 0.038 0.024 0.019 0.017 A 246592 + 4424.83746 11.766 11.780 11.721 11.694 11.689 0.043 0.037 0.025 0.020 0.017 A 246847 + 4427.82010 11.839 11.841 11.837 11.822 11.777 0.038 0.033 0.020 0.018 0.016 A 247115 + 4432.78325 11.445 11.450 11.463 11.462 11.462 0.043 0.034 0.021 0.017 0.015 A 247716 + 4435.71511 11.709 11.727 11.741 11.757 11.783 0.054 0.038 0.023 0.019 0.017 A 248056 + 4440.79901 12.193 12.333 12.376 12.389 12.386 0.040 0.034 0.021 0.018 0.017 A 248715 + 4443.74865 12.350 12.416 12.384 12.356 12.346 0.285 0.063 0.055 0.040 0.040 D 249014 + 4456.72990 12.226 12.188 12.179 12.190 12.231 0.044 0.033 0.023 0.020 0.018 A 250480 + 4459.64788 12.039 12.081 12.045 12.016 12.040 0.054 0.046 0.031 0.025 0.020 A 250812 + 4461.73693 11.869 11.871 11.861 11.865 11.906 0.043 0.034 0.023 0.019 0.017 A 251068 + 4464.63670 11.744 11.786 11.747 11.738 11.749 0.043 0.036 0.024 0.021 0.019 A 251414 + 4466.73668 11.407 11.411 11.445 11.469 11.485 0.072 0.060 0.030 0.028 0.026 A 251676 + 4469.65767 11.488 11.427 11.431 11.431 11.471 0.041 0.035 0.020 0.018 0.015 A 251987 + 4472.73489 11.617 11.605 11.583 11.586 11.611 0.075 0.058 0.040 0.026 0.024 A 252259 + 4475.62870 11.600 11.572 11.576 11.591 11.609 0.053 0.036 0.024 0.022 0.020 A 252590 + 4478.63819 11.768 11.699 11.704 11.697 11.655 0.042 0.042 0.028 0.020 0.017 A 252878 + 4480.74830 11.470 11.463 11.587 11.795 11.838 0.081 0.060 0.051 0.049 0.048 A 253170 + 4484.63700 11.933 11.922 11.914 11.906 11.875 0.042 0.036 0.023 0.022 0.020 A 253477 + 4486.69874 11.562 11.513 11.486 11.452 11.430 0.048 0.035 0.024 0.020 0.018 A 253729 + 4488.74372 12.335 12.340 12.377 12.417 12.366 0.036 0.035 0.023 0.019 0.017 A 253978 + 4491.58775 12.410 12.407 12.399 12.367 12.381 0.050 0.038 0.029 0.027 0.030 A 254260 + 4493.64331 12.195 12.168 12.157 12.155 12.178 0.055 0.044 0.028 0.022 0.020 A 254526 + 4499.63398 12.291 12.243 12.247 12.244 12.254 0.064 0.038 0.026 0.023 0.023 A 255026 + 4501.73982 12.244 12.201 12.207 12.248 12.242 0.050 0.035 0.022 0.020 0.019 A 255316 + 4504.63599 12.111 12.171 12.118 12.111 12.182 0.052 0.041 0.024 0.021 0.018 A 255702 + 4506.71835 11.906 11.890 11.896 11.886 11.883 0.093 0.043 0.028 0.025 0.023 A 256019 + 4509.59579 11.632 11.684 11.640 11.616 11.581 0.057 0.042 0.029 0.025 0.024 A 256409 + 4511.61781 12.177 12.209 12.151 12.137 12.164 0.050 0.040 0.026 0.022 0.021 A 256678 + 4516.70262 12.228 12.264 12.233 12.154 12.012 0.039 0.035 0.024 0.022 0.020 A 257143 + 4518.75051 12.235 12.168 12.144 12.081 12.021 0.052 0.039 0.024 0.021 0.019 A 257450 + 4521.56991 12.058 12.063 12.082 12.064 12.048 0.052 0.043 0.030 0.025 0.029 A 257820 + 4523.58936 11.542 11.573 11.494 11.428 11.410 0.043 0.037 0.025 0.022 0.019 A 258136 + 4525.61929 12.325 12.299 12.305 12.332 12.413 0.043 0.036 0.025 0.021 0.018 A 258430 + 4527.63927 12.347 12.392 12.390 12.388 12.448 0.080 0.060 0.049 0.046 0.046 A 258734 + 4529.69558 12.136 12.147 12.146 12.135 12.089 0.054 0.039 0.025 0.023 0.021 A 259056 + 4532.61120 12.046 12.006 11.971 11.948 11.951 0.040 0.033 0.021 0.018 0.017 A 259478 + 4535.69589 12.241 12.157 12.195 12.262 12.369 0.035 0.037 0.026 0.022 0.020 A 259790 + 4538.56183 12.187 12.165 12.159 12.145 12.161 0.066 0.053 0.034 0.027 0.021 A 260201 + 4540.57783 11.772 11.743 11.704 11.667 11.668 0.048 0.042 0.030 0.024 0.022 A 260489 + 4542.59154 12.055 12.021 12.040 12.043 12.065 0.039 0.037 0.024 0.020 0.018 A 260812 + 4546.61683 11.957 11.976 11.979 11.980 11.986 0.045 0.035 0.025 0.022 0.023 A 261430 + 4548.61192 11.514 11.481 11.484 11.490 11.539 0.052 0.044 0.030 0.023 0.022 A 261766 + 4551.59732 11.597 11.584 11.600 11.587 11.576 0.052 0.037 0.025 0.023 0.019 A 262084 + 4555.62848 12.277 12.274 12.282 12.318 12.382 0.037 0.036 0.021 0.018 0.015 A 262698 + 4557.63476 11.882 11.870 11.866 11.850 11.787 0.047 0.039 0.026 0.022 0.020 A 263026 + 4560.54288 11.852 11.855 11.838 11.815 11.803 0.039 0.033 0.024 0.020 0.018 A 263492 + 4562.56750 11.439 11.431 11.438 11.447 11.453 0.050 0.044 0.032 0.025 0.021 A 263840 + 4564.61928 12.281 12.315 12.292 12.278 12.275 0.036 0.035 0.025 0.022 0.019 A 264190 + 4566.62958 12.225 12.229 12.253 12.261 12.208 0.049 0.037 0.025 0.022 0.022 A 264527 + 4569.51655 11.912 11.937 11.948 11.948 11.935 0.062 0.058 0.052 0.051 0.049 A 264960 + 4571.54034 11.680 11.696 11.673 11.633 11.618 0.039 0.035 0.023 0.019 0.018 A 265304 + 4573.57646 11.736 11.727 11.713 11.729 11.761 0.046 0.037 0.028 0.023 0.022 A 265663 + 4576.50220 12.094 12.148 12.168 12.163 12.148 0.050 0.041 0.029 0.023 0.021 A 266107 + 4580.50388 12.011 12.043 12.040 12.036 12.057 0.073 0.055 0.034 0.029 0.030 A 266516 + 4583.54730 12.137 12.147 12.132 12.051 12.001 0.060 0.058 0.052 0.050 0.049 A 266754 + 4587.56721 12.136 12.104 12.109 12.152 12.250 0.040 0.036 0.027 0.024 0.021 A 267231 + 4590.48048 12.533 12.486 12.455 12.425 12.434 0.040 0.033 0.023 0.020 0.017 A 267729 + 4592.54276 12.322 12.330 12.360 12.384 12.384 0.037 0.031 0.021 0.019 0.018 A 268098 + 4595.48459 12.210 12.282 12.274 12.317 12.409 0.039 0.034 0.023 0.019 0.016 A 268618 + 4597.49760 12.012 11.995 11.942 11.880 11.836 0.036 0.038 0.024 0.022 0.020 A 268981 + 4600.50947 12.156 12.097 12.082 12.054 12.100 0.046 0.035 0.026 0.022 0.019 A 269344 + 4603.51415 12.203 12.261 12.270 12.208 12.141 0.073 0.069 0.048 0.031 0.030 A 269845 + 4608.46027 11.818 11.817 11.797 11.782 11.771 0.064 0.046 0.029 0.024 0.021 A 270264 + 4616.47972 11.638 11.618 11.599 11.582 11.580 0.043 0.042 0.027 0.024 0.021 A 271121 + 4622.45582 11.885 11.860 11.868 11.902 11.956 0.050 0.041 0.030 0.026 0.024 A 271818 + 4693.91028 11.755 11.712 11.718 11.715 11.759 0.060 0.053 0.041 0.036 0.036 A 282101 + 4717.85877 12.601 12.685 12.690 12.671 12.647 0.073 0.066 0.056 0.054 0.053 A 284956 + 4744.82686 11.876 11.858 11.840 11.831 11.828 0.058 0.042 0.029 0.026 0.025 A 288026 + 4766.84006 11.543 11.544 11.582 11.591 11.624 0.057 0.039 0.024 0.020 0.017 A 290939 + 4772.79284 11.678 11.706 11.698 11.692 11.717 0.037 0.031 0.021 0.017 0.016 A 291764 + 4815.67400 11.986 11.973 11.981 11.984 11.992 0.041 0.035 0.025 0.024 0.021 A 296813 + 4818.72672 12.059 12.091 12.051 12.002 11.970 0.057 0.039 0.026 0.022 0.020 A 297119 + 4821.65918 12.095 12.083 12.019 11.979 12.003 0.045 0.033 0.024 0.022 0.020 A 297485 + 4823.77994 12.048 12.025 11.988 11.956 11.967 0.034 0.029 0.020 0.019 0.017 A 297790 + 4826.72946 11.984 12.022 12.014 12.010 12.015 0.048 0.039 0.025 0.021 0.018 A 298139 + 4829.66785 11.988 11.960 11.957 11.964 12.033 0.040 0.033 0.021 0.018 0.016 A 298524 + 4832.64870 12.155 12.170 12.213 12.244 12.206 0.074 0.065 0.062 0.063 0.063 B 298881 + 4834.78830 11.923 11.883 11.902 11.902 11.899 0.091 0.061 0.046 0.041 0.039 A 299191 + 4837.63600 11.648 11.677 11.634 11.608 11.635 0.054 0.038 0.026 0.022 0.021 A 299512 + 4839.70252 11.630 11.626 11.668 11.713 11.793 0.064 0.046 0.034 0.030 0.027 A 299801 + 4844.68809 12.240 12.212 12.212 12.273 12.326 0.062 0.047 0.031 0.025 0.021 A 300351 + 4847.66337 12.229 12.319 12.320 12.317 12.299 0.048 0.044 0.032 0.021 0.019 A 300685 + 4849.76076 12.169 12.169 12.106 12.013 11.964 0.058 0.040 0.026 0.023 0.020 A 300969 + 4852.63880 12.186 12.155 12.131 12.086 12.075 0.049 0.048 0.035 0.030 0.025 A 301311 + 4855.65102 12.193 12.177 12.121 12.085 12.040 0.062 0.052 0.032 0.023 0.020 A 301566 + 4857.75201 12.086 12.085 12.087 12.123 12.134 0.075 0.044 0.033 0.031 0.029 A 301848 + 4861.61400 12.592 12.607 12.722 12.851 12.736 0.073 0.044 0.031 0.026 0.023 A 302162 + 4863.67096 12.107 12.078 12.046 12.002 12.072 0.054 0.041 0.029 0.026 0.026 A 302455 + 4865.78041 11.970 12.018 11.980 11.903 11.904 0.080 0.046 0.035 0.033 0.031 A 302709 + 4868.64982 11.836 11.818 11.797 11.804 11.836 0.064 0.048 0.035 0.029 0.024 A 303003 + 4870.74552 11.516 11.543 11.522 11.508 11.521 0.052 0.037 0.023 0.019 0.017 A 303283 + 4873.64009 11.429 11.425 11.507 11.603 11.641 0.055 0.060 0.031 0.028 0.028 A 303651 + 4876.62324 11.417 11.393 11.378 11.352 11.344 0.089 0.057 0.039 0.032 0.029 A 303969 + 4881.62178 12.266 12.211 12.227 12.249 12.268 0.046 0.038 0.023 0.021 0.019 A 304548 + 4883.75658 12.263 12.286 12.277 12.270 12.300 0.062 0.042 0.028 0.026 0.024 A 304833 + 4894.63014 12.214 12.172 12.170 12.198 12.227 0.060 0.050 0.045 0.056 0.054 A 306087 + 4898.64138 12.278 12.199 12.100 12.153 12.237 0.079 0.072 0.080 0.096 0.115 B 306351 + 4902.64439 11.975 11.993 11.979 12.003 12.023 0.092 0.063 0.058 0.064 0.069 B 306917 + 4905.64531 12.069 12.053 12.039 12.014 12.041 0.091 0.057 0.053 0.061 0.067 B 307360 + 4914.52387 12.074 12.184 12.192 12.246 12.333 0.073 0.052 0.045 0.052 0.058 A 308092 + 4919.54831 11.877 11.887 11.891 11.925 11.956 0.054 0.048 0.044 0.049 0.052 A 308849 + 4924.49422 11.449 11.504 11.452 11.437 11.455 0.048 0.047 0.044 0.052 0.057 A 309239 + 4928.49580 12.201 12.222 12.273 12.328 12.383 0.054 0.053 0.054 0.063 0.074 B 309528 + 4931.54912 12.268 12.209 12.281 12.348 12.476 0.051 0.054 0.056 0.065 0.073 B 309893 + 4933.59417 11.933 11.881 11.820 11.717 11.660 0.056 0.056 0.059 0.070 0.082 B 310227 + 4935.61524 11.410 11.399 11.380 11.366 11.318 0.065 0.058 0.062 0.074 0.084 B 310552 + 4938.55558 11.510 11.542 11.535 11.548 11.569 0.090 0.054 0.058 0.061 0.068 B 310975 + 4941.55195 11.688 11.719 11.753 11.826 11.987 0.061 0.057 0.057 0.065 0.074 B 311439 + 4946.57599 11.933 11.895 11.876 11.860 11.838 0.059 0.053 0.052 0.060 0.070 B 312202 + 4949.49751 12.204 12.134 12.025 11.946 11.982 0.059 0.054 0.054 0.064 0.072 B 312683 + 4954.50110 12.278 12.295 12.279 12.237 12.152 0.052 0.048 0.044 0.050 0.057 A 313465 + 4959.54287 12.147 12.171 12.172 12.117 12.140 0.055 0.053 0.053 0.063 0.074 B 313761 + 4962.52632 12.176 12.164 12.179 12.206 12.177 0.044 0.045 0.043 0.049 0.056 A 314092 + 4965.50311 12.157 12.132 12.106 12.108 12.166 0.059 0.056 0.055 0.060 0.066 B 314485 + 4968.50105 12.252 12.319 12.301 12.220 12.350 0.061 0.057 0.062 0.075 0.086 B 314972 + 4972.50539 11.770 11.785 11.798 11.796 11.737 0.052 0.052 0.052 0.061 0.069 B 315411 + 4985.45322 12.199 12.280 12.168 12.070 12.103 0.064 0.065 0.067 0.081 0.093 B 316387 + 4988.46147 12.144 12.058 11.992 11.901 11.900 0.056 0.051 0.047 0.056 0.063 B 316902 + 5042.92542 12.339 12.387 12.343 12.338 12.358 0.050 0.051 0.047 0.052 0.055 A 322652 + 5134.87061 11.986 11.984 11.974 11.940 11.900 0.055 0.055 0.054 0.064 0.074 B 331904 + 5160.75874 12.223 12.256 12.182 12.098 12.077 0.081 0.070 0.069 0.078 0.087 B 334049 + 5166.74107 12.253 12.306 12.301 12.257 12.278 0.055 0.050 0.047 0.054 0.062 A 334713 +#dataset= 2 ; 2 F0624-56_068 +#desig= 065305-5936.0 +#cra= 6.884729 06:53:05.0 +#cdec= -59.600648 -59:36:02.3 +#class= 0 +#cmag_0= 12.681 +#cmer_0= 0.443 +#nskip_0= 0 +#cmag_1= 12.442 +#cmer_1= 0.220 +#nskip_1= 0 +#cmag_2= 12.355 +#cmer_2= 0.236 +#nskip_2= 0 +#cmag_3= 12.342 +#cmer_3= 0.239 +#nskip_3= 0 +#cmag_4= 12.375 +#cmer_4= 0.234 +#nskip_4= 0 +#ra= 6.884746 06:53:05.1 +#dec= -59.600277 -59:36:01.0 +# HJD MAG_0 MAG_1 MAG_2 MAG_3 MAG_4 MER_0 MER_1 MER_2 MER_3 MER_4 GRADE FRAME + 2070.44787 29.999 29.999 29.999 29.999 29.999 0.069 0.063 0.062 0.062 0.060 C 22446 + 2205.72204 29.999 29.999 29.999 29.999 29.999 0.175 0.168 0.159 0.159 0.158 C 37380 + 2278.65247 12.270 12.306 12.280 12.348 12.421 0.105 0.103 0.099 0.082 0.070 B 46603 + 2280.64877 12.896 12.618 12.612 12.684 12.753 0.135 0.122 0.101 0.092 0.082 B 46926 + 2638.77914 29.999 29.999 29.999 29.999 29.999 0.072 0.056 0.044 0.043 0.041 C 32732 + 2893.83092 29.999 29.999 29.999 29.999 29.999 0.065 0.055 0.035 0.030 0.027 C 70958 + 2970.68245 29.999 29.999 29.999 29.999 29.999 0.027 0.029 0.017 0.016 0.015 C 82143 + 2977.70918 29.999 29.999 29.999 29.999 29.999 0.032 0.042 0.029 0.035 0.043 C 83015 + 4438.69847 29.999 29.999 29.999 29.999 29.999 0.043 0.036 0.023 0.020 0.017 C 248426 + 4506.71835 12.879 12.405 12.174 11.994 11.953 0.093 0.043 0.028 0.025 0.023 A 256019 +#dataset= 2 ; 3 F0624-56_068 +#desig= 065305-5935.8 +#cra= 6.884801 06:53:05.3 +#cdec= -59.596341 -59:35:46.8 +#class= 0 +#cmag_0= 12.238 +#cmer_0= 0.244 +#nskip_0= 0 +#cmag_1= 12.384 +#cmer_1= 0.211 +#nskip_1= 0 +#cmag_2= 12.417 +#cmer_2= 0.188 +#nskip_2= 0 +#cmag_3= 12.436 +#cmer_3= 0.185 +#nskip_3= 0 +#cmag_4= 12.479 +#cmer_4= 0.250 +#nskip_4= 0 +#ra= 6.884801 06:53:05.3 +#dec= -59.596341 -59:35:46.8 +# HJD MAG_0 MAG_1 MAG_2 MAG_3 MAG_4 MER_0 MER_1 MER_2 MER_3 MER_4 GRADE FRAME + 1906.65645 29.999 29.999 29.999 29.999 29.999 0.100 0.084 0.071 0.072 0.082 C 4161 + 1926.62314 29.999 29.999 29.999 29.999 29.999 0.172 0.148 0.105 0.099 0.100 C 6440 + 1996.53080 29.999 29.999 29.999 29.999 29.999 0.056 0.055 0.047 0.048 0.043 C 13798 + 1998.53014 12.117 12.175 12.232 12.252 12.231 0.089 0.093 0.083 0.080 0.074 B 14200 + 2236.73928 12.458 12.453 12.429 12.452 12.410 0.049 0.043 0.029 0.031 0.026 A 41149 + 2240.72521 11.778 11.748 11.755 11.798 11.752 0.065 0.058 0.045 0.045 0.034 A 41619 + 2241.72860 12.220 12.163 12.142 12.137 12.118 0.043 0.038 0.025 0.027 0.023 A 41780 + 2265.67747 11.568 11.562 11.552 11.549 11.536 0.077 0.075 0.080 0.079 0.068 B 44995 + 2273.65361 12.490 12.595 12.606 12.636 12.730 0.108 0.111 0.099 0.086 0.077 B 45867 + 2275.65390 12.713 12.668 12.606 12.622 12.776 0.121 0.130 0.107 0.089 0.085 B 46172 + 2495.91269 29.999 29.999 29.999 29.999 29.999 0.052 0.053 0.044 0.046 0.043 C 14922 + 2621.73534 29.999 29.999 29.999 29.999 29.999 0.052 0.049 0.032 0.038 0.046 C 29842 + 2652.63374 29.999 29.999 29.999 29.999 29.999 0.037 0.043 0.037 0.028 0.026 C 34584 + 2839.94077 29.999 29.999 29.999 29.999 29.999 0.131 0.123 0.120 0.118 0.117 C 64238 + 2902.83864 29.999 29.999 29.999 29.999 29.999 0.102 0.107 0.102 0.099 0.098 C 72598 + 2906.80336 29.999 29.999 29.999 29.999 29.999 0.038 0.041 0.027 0.026 0.027 C 73247 +#dataset= 2 ; 4 F0624-56_068 +#desig= 065309-5935.4 +#cra= 6.885907 06:53:09.3 +#cdec= -59.589815 -59:35:23.3 +#class= 0 +#cmag_0= 12.100 +#cmer_0= 0.227 +#nskip_0= 1 +#cmag_1= 12.039 +#cmer_1= 0.095 +#nskip_1= 0 +#cmag_2= 12.039 +#cmer_2= 0.095 +#nskip_2= 0 +#cmag_3= 12.045 +#cmer_3= 0.095 +#nskip_3= 0 +#cmag_4= 12.086 +#cmer_4= 0.099 +#nskip_4= 0 +#ra= 6.885907 06:53:09.3 +#dec= -59.589815 -59:35:23.3 +# HJD MAG_0 MAG_1 MAG_2 MAG_3 MAG_4 MER_0 MER_1 MER_2 MER_3 MER_4 GRADE FRAME + 1902.65732 29.999 29.999 29.999 29.999 29.999 0.179 0.134 0.110 0.110 0.118 C 3517 + 1908.65606 29.999 29.999 29.999 29.999 29.999 0.179 0.149 0.120 0.122 0.128 C 4481 + 2011.51570 29.999 29.999 29.999 29.999 29.999 0.103 0.104 0.068 0.059 0.066 C 15528 + 2177.82535 29.999 29.999 29.999 29.999 29.999 0.255 0.250 0.243 0.247 0.247 D 33510 + 2221.70829 29.999 29.999 29.999 29.999 29.999 0.158 0.155 0.157 0.157 0.156 C 39060 + 2236.73928 12.506 12.528 12.516 12.531 12.485 0.049 0.043 0.029 0.031 0.026 A 41149 + 2264.67676 12.187 12.221 12.214 12.247 12.264 0.076 0.072 0.052 0.064 0.059 A 44838 + 2266.67015 12.116 12.089 12.050 12.045 12.085 0.066 0.074 0.062 0.068 0.058 A 45153 + 2272.66547 12.580 12.287 12.177 12.166 12.237 0.094 0.097 0.098 0.081 0.071 B 45734 + 2278.65247 12.604 12.392 12.367 12.414 12.399 0.105 0.103 0.099 0.082 0.070 B 46603 + 2279.65098 11.839 11.940 11.985 12.048 12.052 0.170 0.158 0.133 0.107 0.091 B 46768 + 2291.62324 11.792 11.988 12.028 12.033 12.087 0.152 0.138 0.105 0.096 0.082 B 47866 + 2721.60515 29.999 29.999 29.999 29.999 29.999 0.136 0.102 0.075 0.060 0.062 C 46470 + 2910.81967 29.999 29.999 29.999 29.999 29.999 0.038 0.041 0.030 0.027 0.025 C 73802 + 2961.73795 29.999 29.999 29.999 29.999 29.999 0.058 0.058 0.036 0.030 0.025 C 80959 + 3700.80137 29.999 29.999 29.999 29.999 29.999 0.031 0.035 0.023 0.021 0.021 C 168097 + 4178.68096 29.999 29.999 29.999 29.999 29.999 0.069 0.056 0.041 0.032 0.026 C 218708 + 4238.51134 29.999 29.999 29.999 29.999 29.999 0.077 0.060 0.049 0.040 0.041 C 224970 + 4249.47142 29.999 29.999 29.999 29.999 29.999 0.279 0.268 0.258 0.253 0.244 D 226564 + 4514.67243 29.999 29.999 29.999 29.999 29.999 0.367 0.370 0.371 0.371 0.362 D 256912 + 4553.63975 29.999 29.999 29.999 29.999 29.999 0.119 0.121 0.116 0.114 0.113 C 262395 + 4611.46643 29.999 29.999 29.999 29.999 29.999 0.368 0.373 0.364 0.354 0.357 D 270710 +#ndata= 590 +#dataset= 3 ; 1 F0712-56_069 +#desig= 065309-5936.0 +#cra= 6.885941 06:53:09.4 +#cdec= -59.600624 -59:36:02.2 +#class= 0 +#cmag_0= 12.600 +#cmer_0= 0.079 +#nskip_0= 0 +#cmag_1= 12.407 +#cmer_1= 0.008 +#nskip_1= 0 +#cmag_2= 12.041 +#cmer_2= 0.033 +#nskip_2= 0 +#cmag_3= 11.809 +#cmer_3= 0.037 +#nskip_3= 0 +#cmag_4= 11.662 +#cmer_4= 0.021 +#nskip_4= 0 +#ra= 6.885941 06:53:09.4 +#dec= -59.600624 -59:36:02.2 +# HJD MAG_0 MAG_1 MAG_2 MAG_3 MAG_4 MER_0 MER_1 MER_2 MER_3 MER_4 GRADE FRAME + 2652.66822 12.692 12.412 12.022 11.770 11.629 0.032 0.036 0.032 0.036 0.038 A 34599 + 2669.69477 29.999 29.999 29.999 29.999 29.999 0.032 0.035 0.030 0.032 0.035 C 37455 + 2677.65814 29.999 29.999 29.999 29.999 29.999 0.032 0.036 0.031 0.034 0.037 C 38812 + 2685.65166 29.999 29.999 29.999 29.999 29.999 0.040 0.036 0.032 0.033 0.036 C 40183 + 2699.70184 29.999 29.999 29.999 29.999 29.999 0.037 0.034 0.032 0.034 0.039 C 42729 + 2703.69567 29.999 29.999 29.999 29.999 29.999 0.032 0.033 0.030 0.032 0.036 C 43493 + 2751.62091 29.999 29.999 29.999 29.999 29.999 0.031 0.034 0.030 0.032 0.037 C 51822 + 2759.47549 29.999 29.999 29.999 29.999 29.999 0.034 0.037 0.032 0.035 0.038 C 53150 + 2929.81164 12.498 12.400 12.028 11.805 11.666 0.034 0.042 0.036 0.039 0.041 A 76435 + 2946.75925 12.609 12.410 12.073 11.855 11.693 0.033 0.037 0.035 0.036 0.038 A 78879 + 2975.71648 29.999 29.999 29.999 29.999 29.999 0.033 0.035 0.031 0.034 0.038 C 82748 + 2981.76276 29.999 29.999 29.999 29.999 29.999 0.034 0.039 0.034 0.039 0.043 C 83561 + 3415.74638 29.999 29.999 29.999 29.999 29.999 0.055 0.040 0.034 0.037 0.043 C 130147 + 3422.58150 29.999 29.999 29.999 29.999 29.999 0.084 0.093 0.111 0.132 0.151 D 131189 + 3517.48831 29.999 29.999 29.999 29.999 29.999 0.111 0.054 0.049 0.054 0.059 D 144289 +#dataset= 3 ; 2 F0712-56_069 +#desig= 065307-5935.7 +#cra= 6.885405 06:53:07.5 +#cdec= -59.595626 -59:35:44.3 +#class= 0 +#cmag_0= 11.974 +#cmer_0= 0.305 +#nskip_0= 0 +#cmag_1= 11.980 +#cmer_1= 0.301 +#nskip_1= 0 +#cmag_2= 12.032 +#cmer_2= 0.280 +#nskip_2= 1 +#cmag_3= 12.034 +#cmer_3= 0.278 +#nskip_3= 2 +#cmag_4= 12.053 +#cmer_4= 0.285 +#nskip_4= 2 +#ra= 6.885400 06:53:07.4 +#dec= -59.595607 -59:35:44.2 +# HJD MAG_0 MAG_1 MAG_2 MAG_3 MAG_4 MER_0 MER_1 MER_2 MER_3 MER_4 GRADE FRAME + 1868.76113 12.146 12.131 12.144 12.165 12.193 0.065 0.038 0.034 0.038 0.046 A 134 + 1869.75808 12.364 12.314 12.288 12.256 12.247 0.068 0.040 0.036 0.042 0.049 A 296 + 1870.77105 11.734 11.755 11.768 11.787 11.820 0.067 0.040 0.037 0.041 0.048 A 449 + 1871.78921 12.152 12.176 12.181 12.163 12.176 0.069 0.041 0.038 0.042 0.049 A 587 + 1873.69273 11.736 11.719 11.718 11.717 11.710 0.067 0.039 0.036 0.041 0.047 A 868 + 1874.75732 12.137 12.152 12.159 12.166 12.168 0.082 0.044 0.039 0.045 0.053 D 1058 + 1875.76634 11.416 11.421 11.428 11.431 11.447 0.067 0.040 0.035 0.039 0.046 A 1222 + 1876.78848 11.943 11.975 11.973 11.972 12.015 0.050 0.037 0.033 0.037 0.044 A 1393 + 1877.77137 12.259 12.220 12.171 12.144 12.120 0.047 0.038 0.033 0.036 0.042 A 1543 + 1878.74859 11.485 11.492 11.489 11.486 11.505 0.046 0.035 0.031 0.034 0.040 A 1693 + 1879.76315 12.016 12.008 11.994 11.973 11.967 0.048 0.038 0.034 0.037 0.043 A 1855 + 1880.74789 12.333 12.272 12.243 12.216 12.224 0.057 0.035 0.031 0.037 0.044 A 2003 + 1881.74444 11.572 11.565 11.577 11.586 11.609 0.044 0.036 0.031 0.034 0.040 A 2161 + 1884.71676 11.743 11.684 11.670 11.652 11.648 0.047 0.039 0.033 0.035 0.041 A 2298 + 1885.72479 12.210 12.180 12.198 12.188 12.159 0.041 0.038 0.031 0.033 0.039 A 2461 + 1886.72615 12.342 12.332 12.282 12.244 12.281 0.044 0.039 0.031 0.034 0.039 A 2623 + 1887.71959 11.740 11.768 11.766 11.767 11.787 0.050 0.038 0.032 0.036 0.041 A 2778 + 1888.71647 12.191 12.238 12.238 12.209 12.161 0.052 0.038 0.033 0.037 0.043 A 2937 + 1889.72017 11.889 11.924 11.940 11.947 11.999 0.050 0.036 0.031 0.035 0.041 A 3100 + 1899.69727 12.083 12.081 12.079 12.079 12.099 0.041 0.036 0.029 0.031 0.037 A 3220 + 1900.70655 12.333 12.316 12.321 12.330 12.338 0.041 0.036 0.029 0.032 0.038 A 3381 + 1902.68199 12.033 12.120 12.125 12.122 12.109 0.045 0.039 0.031 0.033 0.038 A 3528 + 1903.70567 12.146 12.179 12.199 12.195 12.209 0.049 0.039 0.033 0.035 0.040 A 3698 + 1905.69273 12.143 12.157 12.164 12.182 12.193 0.047 0.038 0.032 0.035 0.040 A 4014 + 1906.68382 11.782 11.803 11.813 11.824 11.819 0.043 0.038 0.032 0.034 0.039 A 4172 + 1907.69081 11.920 11.904 11.889 11.891 11.912 0.042 0.039 0.031 0.034 0.039 A 4335 + 1908.68309 12.271 12.233 12.225 12.228 12.226 0.046 0.038 0.032 0.034 0.038 A 4493 + 1915.67547 11.549 11.597 11.622 11.649 11.644 0.048 0.038 0.032 0.035 0.041 A 4944 + 1918.65483 11.711 11.715 11.707 11.725 11.722 0.041 0.039 0.032 0.034 0.038 A 5150 + 1919.66616 12.182 12.120 12.112 12.092 12.106 0.042 0.039 0.034 0.036 0.040 A 5315 + 1920.66566 12.118 12.115 12.099 12.081 12.109 0.038 0.036 0.031 0.034 0.038 A 5475 + 1921.66113 11.954 11.867 11.865 11.861 11.867 0.043 0.040 0.032 0.034 0.040 A 5632 + 1922.66049 12.256 12.219 12.237 12.266 12.311 0.045 0.040 0.030 0.032 0.037 A 5783 + 1923.65591 11.578 11.571 11.570 11.571 11.596 0.051 0.051 0.046 0.047 0.051 B 5946 + 1925.65627 12.234 12.228 12.196 12.169 12.214 0.051 0.046 0.039 0.040 0.045 A 6284 + 1926.64818 11.468 11.465 11.448 11.436 11.434 0.039 0.037 0.030 0.032 0.037 A 6451 + 1932.63755 11.681 11.710 11.706 11.699 11.713 0.042 0.040 0.030 0.032 0.036 A 7426 + 1933.63699 12.134 12.184 12.206 12.215 12.230 0.044 0.041 0.030 0.032 0.035 A 7591 + 1936.61689 12.157 12.165 12.170 12.166 12.156 0.039 0.038 0.030 0.031 0.034 A 8015 + 1938.61177 11.878 11.883 11.846 11.839 11.856 0.041 0.040 0.030 0.031 0.034 A 8253 + 1940.61812 29.999 29.999 29.999 29.999 29.999 0.041 0.041 0.031 0.032 0.035 C 8500 + 1952.59340 11.757 11.764 11.768 11.751 11.774 0.052 0.048 0.035 0.032 0.035 B 9567 + 1954.59697 11.780 11.765 11.748 11.752 11.745 0.048 0.042 0.034 0.038 0.037 A 9834 + 1955.59337 11.886 11.901 11.884 11.855 11.856 0.041 0.040 0.031 0.033 0.033 A 10009 + 1965.55509 12.218 12.243 12.242 12.219 12.236 0.046 0.044 0.034 0.037 0.035 A 11141 + 1979.60881 12.228 12.277 12.273 12.223 12.203 0.055 0.048 0.042 0.051 0.046 B 12215 + 1981.58341 12.086 12.174 12.156 12.131 12.129 0.052 0.046 0.040 0.048 0.042 A 12539 + 1994.48805 11.535 11.488 11.519 11.526 11.527 0.057 0.049 0.041 0.051 0.049 B 13384 + 1996.50748 12.265 12.236 12.249 12.262 12.287 0.063 0.053 0.044 0.051 0.051 B 13789 + 2031.49543 11.822 11.875 11.882 11.864 11.865 0.050 0.036 0.034 0.039 0.045 A 17962 + 2033.50710 11.463 11.453 11.457 11.459 11.477 0.060 0.040 0.036 0.040 0.047 A 18400 + 2057.46073 12.083 12.089 12.119 12.128 12.174 0.041 0.054 0.050 0.057 0.053 D 20850 + 2070.45962 11.647 11.653 11.665 11.672 11.680 0.054 0.037 0.034 0.039 0.045 A 22451 + 2136.90417 11.848 11.874 11.899 11.905 11.926 0.059 0.040 0.035 0.039 0.046 A 29758 + 2156.89011 12.044 12.032 12.023 11.992 11.959 0.052 0.036 0.032 0.037 0.043 A 31759 + 2166.89690 11.567 11.548 11.540 11.521 11.521 0.057 0.038 0.033 0.037 0.045 A 32024 + 2168.85246 12.239 12.249 12.257 12.262 12.293 0.053 0.037 0.031 0.035 0.042 A 32359 + 2172.81106 11.519 11.474 11.482 11.478 11.484 0.049 0.036 0.031 0.035 0.041 A 32865 + 2183.83362 11.584 11.598 11.612 11.629 11.643 0.049 0.038 0.032 0.036 0.042 A 33975 + 2185.88907 12.262 12.265 12.258 12.274 12.287 0.052 0.044 0.034 0.038 0.040 A 34377 + 2189.84517 11.652 11.607 11.601 11.604 11.626 0.046 0.039 0.031 0.034 0.039 A 34849 + 2191.79537 12.352 12.290 12.253 12.217 12.234 0.052 0.039 0.033 0.036 0.042 A 35184 + 2193.78721 12.077 12.112 12.120 12.114 12.111 0.052 0.040 0.033 0.034 0.041 A 35536 + 2197.79216 12.221 12.212 12.237 12.303 12.376 0.060 0.055 0.051 0.056 0.062 D 36204 + 2199.78630 12.201 12.191 12.216 12.212 12.210 0.067 0.051 0.044 0.045 0.049 B 36562 + 2201.79559 11.970 11.968 11.972 11.964 11.963 0.050 0.039 0.031 0.033 0.038 A 36813 + 2203.77103 11.448 11.426 11.440 11.448 11.483 0.053 0.047 0.043 0.046 0.050 B 37144 + 2208.77496 12.255 12.273 12.277 12.293 12.305 0.064 0.055 0.056 0.065 0.071 D 37739 + 2212.74017 11.778 11.778 11.735 11.710 11.723 0.051 0.042 0.035 0.038 0.042 A 37964 + 2213.78105 12.162 12.129 12.151 12.164 12.217 0.049 0.041 0.034 0.037 0.040 A 38151 + 2215.74306 11.840 11.867 11.866 11.859 11.863 0.052 0.043 0.034 0.038 0.040 A 38451 + 2216.84590 12.261 12.282 12.293 12.288 12.231 0.049 0.042 0.035 0.041 0.042 A 38661 + 2221.74696 11.940 11.986 12.006 12.027 12.069 0.056 0.049 0.041 0.042 0.044 B 39077 + 2222.78878 12.335 12.286 12.290 12.312 12.335 0.052 0.045 0.038 0.044 0.043 A 39251 + 2224.79097 12.153 12.132 12.129 12.119 12.123 0.051 0.045 0.035 0.037 0.039 A 39416 + 2226.72241 11.677 11.663 11.677 11.683 11.696 0.049 0.043 0.035 0.040 0.040 A 39700 + 2227.80734 12.216 12.201 12.198 12.228 12.249 0.051 0.043 0.036 0.042 0.043 A 39890 + 2230.83067 12.219 12.202 12.194 12.176 12.183 0.049 0.044 0.035 0.041 0.042 A 40393 + 2232.78544 11.999 11.996 11.990 11.996 12.008 0.048 0.042 0.033 0.036 0.037 A 40540 + 2233.82654 12.282 12.289 12.294 12.310 12.327 0.050 0.043 0.035 0.040 0.041 A 40714 + 2234.79463 11.587 11.550 11.552 11.564 11.579 0.054 0.045 0.037 0.042 0.041 A 40858 + 2235.75707 12.037 12.083 12.064 12.041 12.048 0.051 0.047 0.039 0.043 0.041 A 40998 + 2236.79858 12.380 12.361 12.357 12.371 12.384 0.051 0.044 0.036 0.041 0.041 A 41175 + 2237.76999 11.656 11.650 11.651 11.628 11.634 0.052 0.045 0.037 0.043 0.042 A 41322 + 2239.74872 12.343 12.288 12.228 12.097 11.727 0.054 0.047 0.040 0.045 0.046 A 41472 + 2240.78921 11.872 11.842 11.842 11.849 11.871 0.053 0.045 0.037 0.044 0.044 A 41647 + 2241.77891 12.147 12.171 12.183 12.203 12.244 0.053 0.047 0.038 0.044 0.043 A 41802 + 2242.74815 12.178 12.123 12.160 12.174 12.170 0.055 0.051 0.042 0.046 0.045 B 41950 + 2243.76967 11.847 11.913 11.882 11.896 11.893 0.057 0.050 0.043 0.048 0.048 B 42115 + 2244.79123 12.193 12.240 12.247 12.278 12.281 0.058 0.049 0.041 0.049 0.050 B 42245 + 2247.73686 12.339 12.387 12.322 12.285 12.270 0.060 0.051 0.042 0.048 0.049 B 42376 + 2248.76038 11.480 11.461 11.474 11.476 11.474 0.053 0.046 0.039 0.046 0.047 A 42552 + 2249.74740 11.987 11.959 11.962 11.959 11.997 0.059 0.048 0.039 0.047 0.049 B 42743 + 2250.73866 12.276 12.235 12.233 12.234 12.248 0.054 0.048 0.040 0.045 0.045 B 42900 + 2251.72807 11.556 11.601 11.576 11.564 11.533 0.060 0.050 0.042 0.049 0.048 B 43057 + 2254.73175 11.691 11.723 11.719 11.720 11.712 0.058 0.048 0.040 0.047 0.047 B 43511 + 2255.72508 12.077 12.112 12.127 12.147 12.141 0.058 0.048 0.040 0.046 0.046 B 43666 + 2257.73071 11.737 11.766 11.772 11.784 11.784 0.060 0.050 0.042 0.048 0.047 B 43990 + 2445.44847 12.127 12.122 12.123 12.135 12.222 0.047 0.040 0.034 0.038 0.043 A 9014 + 2498.91448 11.986 12.009 12.016 11.991 12.001 0.049 0.048 0.041 0.042 0.042 B 15559 + 2501.93543 12.189 12.142 12.224 12.361 12.386 0.056 0.053 0.045 0.047 0.048 B 16140 + 2521.86945 12.235 12.207 12.236 12.245 12.290 0.043 0.040 0.034 0.037 0.039 A 18497 + 2526.87470 12.024 12.042 12.031 12.032 12.051 0.055 0.054 0.042 0.041 0.037 B 18946 + 2539.82132 11.887 11.891 11.846 11.880 11.890 0.064 0.057 0.048 0.054 0.055 D 19600 + 2545.79378 11.457 11.486 11.491 11.497 11.522 0.063 0.041 0.032 0.035 0.040 A 20240 + 2553.82760 11.693 11.772 11.787 11.839 11.850 0.063 0.059 0.050 0.051 0.053 D 21406 + 2556.84737 11.536 11.519 11.509 11.492 11.518 0.060 0.058 0.050 0.049 0.046 D 21782 + 2558.82080 12.250 12.260 12.246 12.272 12.271 0.049 0.046 0.035 0.034 0.033 A 22126 + 2560.80853 11.990 12.045 12.125 12.115 12.069 0.036 0.037 0.030 0.032 0.034 A 22480 + 2562.80336 11.636 11.594 11.607 11.611 11.641 0.049 0.038 0.035 0.034 0.035 A 22806 + 2564.79745 12.470 12.389 12.389 12.425 12.546 0.108 0.108 0.111 0.113 0.117 D 23162 + 2566.80358 12.132 12.098 12.127 12.121 12.172 0.046 0.053 0.048 0.051 0.050 B 23522 + 2578.78510 12.249 12.227 12.331 12.363 12.405 0.045 0.043 0.035 0.036 0.038 A 25010 + 2621.77168 11.637 11.642 11.669 11.666 11.664 0.033 0.042 0.038 0.038 0.040 A 29858 + 2623.72150 12.570 12.457 12.380 12.341 12.350 0.032 0.039 0.034 0.033 0.035 A 30168 + 2625.70943 12.062 12.107 12.124 12.150 12.141 0.031 0.035 0.031 0.033 0.036 A 30445 + 2635.67018 11.471 11.477 11.482 11.496 11.502 0.034 0.038 0.034 0.035 0.038 A 32241 + 2637.69017 12.253 12.254 12.272 12.285 12.311 0.032 0.044 0.041 0.038 0.038 A 32541 + 2639.69017 12.102 12.130 12.136 12.153 12.166 0.032 0.042 0.039 0.036 0.037 A 32849 + 2641.69518 11.704 11.700 11.698 11.686 11.667 0.032 0.035 0.030 0.032 0.034 A 33134 + 2643.70470 12.189 12.151 12.175 12.174 12.191 0.031 0.036 0.033 0.034 0.037 A 33449 + 2645.68890 12.204 12.207 12.171 12.184 12.188 0.030 0.037 0.032 0.034 0.035 A 33740 + 2647.67403 11.908 11.896 11.886 11.897 11.910 0.033 0.038 0.032 0.036 0.038 A 34030 + 2650.65052 11.965 11.949 11.961 11.971 11.962 0.031 0.035 0.031 0.034 0.035 A 34286 + 2652.66822 11.523 11.483 11.488 11.482 11.485 0.032 0.036 0.032 0.036 0.038 A 34599 + 2654.66725 12.233 12.260 12.250 12.247 12.277 0.034 0.040 0.035 0.040 0.043 A 34908 + 2657.70068 12.120 12.156 12.158 12.135 12.125 0.032 0.040 0.034 0.036 0.037 A 35453 + 2663.71297 29.999 29.999 29.999 29.999 29.999 0.032 0.035 0.030 0.032 0.035 C 36481 + 2675.67624 11.849 11.829 11.818 11.787 11.806 0.032 0.033 0.029 0.031 0.034 A 38473 + 2680.65158 11.429 11.479 11.488 11.489 11.498 0.033 0.037 0.031 0.031 0.034 A 39311 + 2683.69156 11.583 11.677 11.673 11.667 11.671 0.035 0.037 0.031 0.033 0.037 A 39838 + 2691.73478 11.473 11.533 11.532 11.525 11.519 0.049 0.035 0.033 0.036 0.041 A 41323 + 2695.70046 12.054 12.051 12.061 12.081 12.089 0.044 0.044 0.041 0.043 0.047 A 41978 + 2697.70918 11.712 11.671 11.667 11.668 11.701 0.034 0.034 0.031 0.033 0.037 A 42311 + 2705.68801 11.524 11.506 11.522 11.516 11.508 0.043 0.037 0.033 0.036 0.041 A 43864 + 2709.64238 11.973 11.913 11.923 11.943 11.938 0.033 0.034 0.030 0.033 0.037 A 44574 + 2719.54513 12.252 12.309 12.383 12.448 12.477 0.033 0.033 0.030 0.031 0.034 A 46059 + 2728.60069 11.528 11.527 11.524 11.519 11.543 0.036 0.035 0.031 0.033 0.039 A 47842 + 2750.50548 29.999 29.999 29.999 29.999 29.999 0.047 0.046 0.031 0.032 0.036 C 51580 + 2770.49823 11.951 11.986 11.997 11.991 11.981 0.035 0.033 0.031 0.034 0.038 A 54797 + 2775.50499 12.137 12.173 12.206 12.231 12.244 0.033 0.038 0.033 0.036 0.039 A 55027 + 2787.46224 29.999 29.999 29.999 29.999 29.999 0.030 0.033 0.030 0.033 0.035 C 56720 + 2860.91227 12.184 12.187 12.168 12.158 12.198 0.032 0.036 0.029 0.032 0.036 A 66868 + 2867.92944 11.656 11.627 11.616 11.576 11.618 0.034 0.037 0.032 0.034 0.038 A 67887 + 2877.89876 12.226 12.216 12.220 12.229 12.246 0.033 0.035 0.031 0.033 0.035 A 69059 + 2884.88707 11.542 11.550 11.580 11.557 11.600 0.032 0.039 0.034 0.036 0.037 A 69924 + 2893.85578 11.956 11.943 11.960 11.954 11.972 0.038 0.037 0.034 0.038 0.042 A 70969 + 2896.84577 11.933 11.939 99.999 99.999 99.999 0.034 0.035 0.031 0.034 0.037 C 71561 + 2899.87350 12.057 12.052 12.042 12.033 12.062 0.032 0.035 0.031 0.033 0.034 A 72126 + 2903.89162 12.238 12.229 12.230 12.176 12.185 0.038 0.046 0.043 0.045 0.047 B 72773 + 2907.84080 11.883 11.868 11.857 11.830 11.829 0.057 0.060 0.061 0.065 0.068 D 73322 + 2911.82513 12.223 12.250 12.271 12.272 12.310 0.031 0.034 0.031 0.032 0.034 A 73995 + 2915.86334 11.621 11.608 11.609 11.606 11.621 0.032 0.036 0.033 0.035 0.038 A 74484 + 2918.79837 11.665 11.754 11.773 11.794 11.794 0.040 0.045 0.045 0.052 0.061 D 74957 + 2922.77554 12.152 12.180 12.125 12.090 12.059 0.032 0.037 0.032 0.034 0.040 A 75329 + 2924.83480 11.900 11.866 11.844 11.811 11.787 0.035 0.037 0.032 0.035 0.039 A 75712 + 2927.80081 11.945 11.883 11.903 11.919 11.903 0.029 0.036 0.031 0.034 0.035 A 76074 + 2929.81164 11.689 11.733 11.713 11.661 11.655 0.034 0.042 0.036 0.039 0.041 A 76435 + 2932.82851 11.623 11.617 11.613 11.606 11.612 0.029 0.035 0.032 0.034 0.036 A 76977 + 2935.80664 12.015 11.996 11.936 11.885 11.857 0.030 0.037 0.033 0.036 0.037 A 77508 + 2939.86849 29.999 29.999 29.999 29.999 29.999 0.029 0.038 0.030 0.033 0.035 C 77915 + 2943.81025 11.506 11.552 11.551 11.552 11.558 0.032 0.036 0.031 0.033 0.037 A 78438 + 2946.75925 11.536 11.516 11.514 11.510 11.501 0.033 0.037 0.035 0.036 0.038 A 78879 + 2951.81242 12.125 12.127 12.147 12.173 12.176 0.032 0.035 0.030 0.034 0.037 A 79634 + 2954.78805 11.737 11.764 11.776 11.780 11.809 0.038 0.043 0.043 0.048 0.054 B 80002 + 2957.78505 29.999 29.999 29.999 29.999 29.999 0.034 0.038 0.035 0.039 0.043 C 80435 + 2963.77044 11.608 11.589 11.628 11.637 11.634 0.030 0.034 0.030 0.034 0.037 A 81252 + 2966.75381 11.743 11.726 11.741 11.724 11.749 0.041 0.043 0.041 0.045 0.049 A 81677 + 2970.77267 12.151 12.141 12.149 12.151 12.162 0.034 0.036 0.031 0.035 0.038 A 82157 + 2979.74854 12.304 12.308 12.320 12.361 12.376 0.035 0.039 0.037 0.038 0.040 A 83298 + 2984.70721 12.151 12.147 12.164 12.151 12.169 0.031 0.034 0.030 0.032 0.037 A 83933 + 2989.70282 11.947 11.876 11.917 11.940 11.988 0.033 0.034 0.030 0.034 0.038 A 84548 + 2994.68522 11.532 11.509 11.528 11.533 11.545 0.031 0.034 0.029 0.032 0.036 A 85201 + 2996.73769 29.999 29.999 29.999 29.999 29.999 0.045 0.044 0.038 0.038 0.037 C 85484 + 3265.84180 11.768 11.692 11.685 11.674 11.647 0.048 0.042 0.035 0.037 0.043 A 115095 + 3333.77782 11.583 11.550 11.552 11.558 11.591 0.039 0.039 0.037 0.042 0.050 A 121833 + 3355.70548 12.276 12.280 12.285 12.290 12.326 0.045 0.038 0.032 0.036 0.042 A 124383 + 3358.69534 11.871 11.925 11.934 11.953 11.955 0.046 0.036 0.034 0.036 0.038 A 124715 + 3365.72938 12.120 12.058 12.068 12.055 12.059 0.059 0.043 0.044 0.048 0.052 B 125083 + 3373.79949 12.018 12.001 12.009 11.999 12.019 0.051 0.041 0.044 0.051 0.058 B 125384 + 3382.68433 12.155 12.129 12.121 12.120 12.109 0.065 0.046 0.042 0.046 0.051 A 125644 + 3383.73624 12.266 12.285 12.274 12.283 12.294 0.036 0.035 0.033 0.036 0.038 A 125791 + 3385.81828 12.267 12.281 12.278 12.277 12.305 0.042 0.033 0.030 0.033 0.037 A 126097 + 3390.65683 12.262 12.147 12.106 12.055 12.052 0.048 0.036 0.034 0.039 0.044 A 126728 + 3392.73512 11.515 11.512 11.537 11.620 11.610 0.081 0.086 0.094 0.112 0.128 D 126972 + 3395.72745 11.771 11.764 11.789 11.815 11.835 0.040 0.035 0.032 0.034 0.039 A 127289 + 3397.77084 11.842 11.765 11.764 11.735 11.725 0.041 0.038 0.033 0.036 0.041 A 127548 + 3399.83043 12.335 12.295 12.287 12.282 12.291 0.042 0.035 0.033 0.036 0.039 A 127828 + 3402.79001 12.275 12.270 12.285 12.275 12.299 0.039 0.035 0.033 0.039 0.046 A 128147 + 3405.56541 12.164 12.191 12.177 12.172 12.168 0.049 0.040 0.035 0.038 0.045 A 128536 + 3407.61776 11.891 11.882 11.907 11.929 12.021 0.072 0.069 0.069 0.075 0.080 D 128871 + 3409.64005 11.465 11.505 11.505 11.491 11.487 0.039 0.038 0.035 0.036 0.040 A 129189 + 3411.67673 12.305 12.321 12.281 12.258 12.243 0.048 0.039 0.034 0.037 0.043 A 129496 + 3413.72697 12.221 12.226 12.229 12.254 12.279 0.050 0.040 0.038 0.041 0.047 A 129813 + 3417.77874 11.526 11.519 11.522 11.517 11.518 0.049 0.039 0.035 0.037 0.043 A 130471 + 3420.54987 12.362 12.394 12.388 12.380 12.387 0.065 0.051 0.044 0.046 0.045 B 130868 + 3424.61090 11.935 11.964 11.938 11.939 11.975 0.070 0.050 0.049 0.055 0.058 B 131498 + 3426.61023 11.501 11.551 11.516 11.500 11.473 0.056 0.047 0.037 0.037 0.039 A 131831 + 3428.61537 12.219 12.249 12.265 12.300 12.329 0.046 0.040 0.037 0.040 0.042 A 132143 + 3430.61698 12.090 12.124 12.163 12.232 12.309 0.071 0.043 0.039 0.043 0.050 B 132185 + 3432.61984 11.793 11.800 11.821 11.828 11.827 0.046 0.040 0.035 0.038 0.043 A 132512 + 3434.61822 11.923 12.001 12.052 12.116 12.233 0.087 0.049 0.046 0.051 0.059 D 132829 + 3437.60947 11.504 11.507 11.496 11.496 11.504 0.035 0.035 0.030 0.033 0.034 A 133129 + 3440.60170 11.465 11.481 11.497 11.517 11.540 0.044 0.035 0.032 0.035 0.037 A 133472 + 3443.65720 11.737 11.684 11.671 11.672 11.689 0.072 0.044 0.036 0.039 0.043 B 133753 + 3445.62606 12.218 12.239 12.237 12.216 12.217 0.089 0.049 0.046 0.049 0.056 D 134098 + 3447.62554 12.180 12.213 12.243 12.248 12.244 0.050 0.039 0.037 0.041 0.046 A 134735 + 3449.64804 11.895 11.917 11.899 11.894 11.882 0.053 0.039 0.036 0.039 0.048 A 135071 + 3452.57075 11.854 11.867 11.878 11.884 11.882 0.051 0.037 0.034 0.038 0.046 A 135465 + 3454.63267 11.508 11.493 11.479 11.463 11.455 0.043 0.036 0.033 0.038 0.045 A 135822 + 3456.62963 12.253 12.299 12.302 12.278 12.312 0.044 0.036 0.034 0.038 0.045 A 136174 + 3458.61625 12.083 12.151 12.151 12.143 12.121 0.042 0.036 0.033 0.037 0.042 A 136524 + 3460.61796 11.736 11.726 11.708 11.690 11.685 0.038 0.035 0.030 0.033 0.038 A 136891 + 3462.62584 11.967 11.963 11.976 11.984 12.008 0.042 0.038 0.037 0.041 0.047 A 137165 + 3464.66822 12.295 12.267 12.273 12.265 12.259 0.045 0.038 0.032 0.032 0.034 A 137503 + 3466.66687 12.051 12.053 12.058 12.046 12.047 0.042 0.034 0.030 0.034 0.040 A 137840 + 3469.65979 12.139 12.126 12.110 12.102 12.128 0.039 0.033 0.030 0.034 0.039 A 138258 + 3472.51899 12.016 11.998 12.023 12.039 12.090 0.036 0.037 0.033 0.036 0.042 A 138674 + 3474.54840 11.516 11.545 11.533 11.532 11.531 0.039 0.036 0.031 0.033 0.039 A 139019 + 3476.63683 11.711 11.769 11.791 11.829 11.869 0.067 0.047 0.043 0.046 0.052 B 139374 + 3478.62555 12.249 12.269 12.257 12.229 12.207 0.043 0.036 0.033 0.037 0.044 A 139717 + 3480.62477 11.919 11.928 11.899 11.905 11.932 0.068 0.041 0.036 0.040 0.046 A 139999 + 3483.52442 11.756 11.792 11.780 11.763 11.790 0.043 0.039 0.037 0.039 0.044 A 140457 + 3487.60534 12.234 12.211 12.224 12.236 12.346 0.053 0.055 0.056 0.063 0.071 D 140765 + 3491.50741 11.481 11.518 11.541 11.547 11.576 0.048 0.038 0.034 0.037 0.043 A 141265 + 3495.50764 12.186 12.151 12.132 12.113 12.128 0.036 0.036 0.029 0.031 0.033 A 141592 + 3497.57978 11.966 11.946 11.943 11.945 11.972 0.041 0.033 0.030 0.031 0.033 A 141895 + 3500.56702 12.033 12.021 12.000 11.993 11.983 0.056 0.051 0.052 0.058 0.065 D 142248 + 3503.49390 11.949 11.983 11.974 11.970 12.085 0.090 0.050 0.046 0.052 0.057 D 142760 + 3506.54888 12.134 12.164 12.214 12.225 12.241 0.054 0.044 0.037 0.040 0.044 A 143114 + 3511.46339 11.694 11.685 11.675 11.662 11.663 0.053 0.038 0.032 0.035 0.042 A 143609 + 3513.48641 11.866 11.811 11.835 11.821 11.829 0.050 0.044 0.034 0.036 0.040 A 143975 + 3521.49048 12.164 12.208 12.209 12.212 12.249 0.059 0.084 0.070 0.048 0.042 D 144792 + 3523.51610 12.139 12.134 12.159 12.171 12.182 0.054 0.041 0.038 0.043 0.050 A 145153 + 3526.50624 12.196 12.215 12.206 12.200 12.192 0.042 0.037 0.033 0.036 0.040 A 145634 + 3529.48429 12.252 12.201 12.169 12.124 12.106 0.039 0.036 0.032 0.036 0.041 A 146142 + 3539.45725 99.999 99.999 99.999 99.999 99.999 0.046 0.038 0.033 0.036 0.038 C 146974 + 3544.45255 11.720 11.736 11.720 11.709 11.704 0.042 0.038 0.037 0.041 0.047 A 147663 + 3590.93281 11.455 11.450 11.446 11.424 11.401 0.038 0.035 0.033 0.036 0.042 A 154112 + 3603.91723 12.201 12.178 12.143 12.118 12.114 0.041 0.039 0.035 0.038 0.045 A 155977 + 3619.88783 11.930 11.914 11.906 11.902 11.934 0.059 0.042 0.038 0.041 0.046 A 157514 + 3626.87258 12.243 12.291 12.253 12.225 12.230 0.039 0.037 0.030 0.032 0.036 A 158396 + 3630.85089 11.626 11.637 11.630 11.616 11.610 0.041 0.038 0.033 0.036 0.042 A 158861 + 3634.85892 12.278 12.258 12.235 12.225 12.239 0.045 0.036 0.035 0.039 0.046 A 159452 + 3639.85884 11.974 11.965 11.983 11.980 11.978 0.042 0.036 0.030 0.031 0.036 A 160012 + 3643.84680 12.284 12.261 12.266 12.264 12.285 0.036 0.035 0.030 0.032 0.037 A 160525 + 3647.88032 11.778 11.782 11.792 11.800 11.807 0.038 0.038 0.030 0.031 0.035 A 160956 + 3651.81911 12.176 12.154 12.157 12.148 12.163 0.062 0.044 0.039 0.044 0.049 A 161511 + 3655.80164 11.514 11.477 11.459 11.454 11.466 0.069 0.046 0.038 0.040 0.046 A 162077 + 3658.79399 11.423 11.426 11.422 11.407 11.411 0.058 0.041 0.035 0.039 0.044 A 162529 + 3661.84480 11.761 11.748 11.734 11.709 11.719 0.048 0.040 0.035 0.039 0.045 A 163004 + 3665.80498 12.213 12.217 12.193 12.164 12.166 0.049 0.042 0.037 0.040 0.046 A 163560 + 3669.85836 11.493 11.480 11.483 11.480 99.999 0.040 0.038 0.031 0.034 0.039 C 164041 + 3672.85046 11.584 11.602 11.586 11.575 11.581 0.042 0.037 0.031 0.033 0.038 A 164470 + 3675.82016 11.692 11.672 11.663 11.667 11.683 0.046 0.038 0.032 0.035 0.039 A 164891 + 3699.76540 12.267 12.249 12.238 12.205 12.187 0.043 0.035 0.032 0.035 0.042 A 167947 + 3702.77585 12.300 12.299 12.295 12.283 12.316 0.046 0.037 0.031 0.034 0.039 A 168340 + 3705.74691 12.284 12.257 12.257 12.272 12.332 0.039 0.035 0.033 0.037 0.043 A 168743 + 3708.73741 12.302 12.299 12.310 12.289 12.302 0.047 0.038 0.032 0.034 0.040 A 169157 + 3712.77632 11.815 11.826 11.851 11.871 11.894 0.047 0.037 0.031 0.036 0.041 A 169452 + 3714.79777 11.398 11.411 11.431 11.459 11.490 0.046 0.037 0.034 0.037 0.044 A 169749 + 3717.71768 11.478 11.476 11.495 11.491 11.490 0.060 0.041 0.036 0.040 0.046 A 170108 + 3719.77785 12.278 12.291 12.320 12.332 12.404 0.042 0.036 0.033 0.037 0.044 A 170348 + 3722.69844 12.331 12.293 12.272 12.265 12.258 0.050 0.039 0.036 0.041 0.048 A 170715 + 3725.74313 12.238 12.285 12.314 12.336 12.339 0.041 0.036 0.033 0.036 0.042 A 171038 + 3728.67777 12.342 12.362 12.340 12.288 12.242 0.047 0.039 0.036 0.041 0.047 A 171426 + 3731.80005 11.540 11.533 11.525 11.527 11.517 0.046 0.041 0.037 0.039 0.046 A 171740 + 3734.72943 11.451 11.453 11.436 11.422 11.415 0.044 0.040 0.039 0.046 0.056 A 172104 + 3737.70190 11.517 11.553 11.546 11.546 11.545 0.040 0.036 0.030 0.034 0.039 A 172510 + 3739.75234 12.234 12.203 12.191 12.194 12.196 0.048 0.037 0.032 0.035 0.041 A 172808 + 3742.64781 12.334 12.328 12.308 12.320 12.348 0.061 0.040 0.034 0.037 0.042 A 173147 + 3744.72632 12.345 12.346 12.352 12.328 12.301 0.071 0.041 0.036 0.040 0.047 B 173443 + 3747.64438 12.205 12.233 12.242 12.232 12.227 0.042 0.037 0.035 0.042 0.051 A 173816 + 3749.74105 12.006 11.978 11.940 11.931 11.962 0.046 0.038 0.036 0.041 0.049 A 174131 + 3752.70307 12.048 12.067 12.080 12.102 12.130 0.055 0.040 0.035 0.039 0.046 A 174539 + 3754.76205 11.818 11.812 11.829 11.831 11.811 0.041 0.037 0.034 0.040 0.049 A 174829 + 3756.82097 11.463 11.461 11.494 11.508 11.555 0.055 0.044 0.041 0.045 0.052 A 175120 + 3759.63711 12.307 12.238 12.208 12.201 12.214 0.053 0.041 0.035 0.040 0.046 A 175483 + 3761.78452 12.264 12.302 12.307 12.302 12.438 0.039 0.035 0.035 0.041 0.048 A 175784 + 3764.65073 12.302 12.331 12.345 12.372 12.413 0.041 0.038 0.037 0.041 0.046 A 176156 + 3766.75631 12.228 12.208 12.192 12.169 12.104 0.046 0.045 0.045 0.053 0.064 D 176476 + 3769.63623 12.076 12.052 12.035 12.030 12.066 0.052 0.040 0.038 0.041 0.046 A 176829 + 3771.70915 11.853 11.836 11.828 11.837 11.861 0.055 0.043 0.041 0.045 0.052 A 177143 + 3774.63484 11.798 11.784 11.765 11.733 11.722 0.041 0.037 0.035 0.040 0.048 A 177504 + 3776.67169 11.577 11.581 11.571 11.561 11.557 0.056 0.041 0.039 0.044 0.052 A 177807 + 3778.66613 12.144 12.152 12.174 12.160 99.999 0.044 0.040 0.037 0.042 0.049 C 178112 + 3780.72354 12.120 12.127 12.099 12.053 12.106 0.042 0.037 0.035 0.039 0.046 A 178403 + 3783.75218 12.268 12.224 12.227 12.220 12.252 0.039 0.035 0.035 0.043 0.050 A 178709 + 3787.75567 11.443 11.473 11.482 11.481 11.488 0.041 0.037 0.034 0.039 0.048 A 178880 + 3790.58412 12.318 12.368 12.367 12.359 12.376 0.054 0.043 0.039 0.042 0.047 A 179230 + 3792.69668 12.340 12.327 12.347 12.358 12.470 0.061 0.043 0.040 0.043 0.050 A 179573 + 3794.74343 12.125 12.096 12.114 12.134 12.161 0.042 0.036 0.034 0.038 0.045 A 179874 + 3797.57475 11.961 11.977 11.982 11.982 12.013 0.044 0.041 0.038 0.041 0.047 A 180237 + 3799.63622 11.654 11.618 11.629 11.652 11.656 0.075 0.044 0.038 0.042 0.049 B 180537 + 3801.65975 12.332 12.332 12.315 12.300 12.308 0.048 0.038 0.034 0.038 0.044 A 180819 + 3804.57738 12.294 12.323 12.316 12.295 12.290 0.057 0.044 0.039 0.045 0.053 A 181148 + 3806.59475 12.255 12.259 12.256 12.237 12.264 0.066 0.044 0.039 0.042 0.049 A 181454 + 3809.62126 12.218 12.183 12.199 12.204 12.254 0.076 0.046 0.041 0.046 0.055 B 181817 + 3811.62488 12.032 12.000 11.989 12.024 12.048 0.042 0.035 0.035 0.041 0.049 A 182132 + 3813.63711 11.569 11.588 11.596 11.588 11.573 0.058 0.047 0.044 0.047 0.054 B 182457 + 3815.66149 12.251 12.221 12.195 12.162 12.181 0.041 0.034 0.034 0.037 0.044 A 182786 + 3817.68195 12.206 12.214 12.206 12.181 12.240 0.044 0.036 0.035 0.039 0.046 A 183107 + 3819.70029 13.006 12.882 12.762 12.675 12.589 0.066 0.042 0.037 0.041 0.047 A 183437 + 3822.57138 11.742 11.798 11.816 11.822 11.823 0.048 0.039 0.036 0.041 0.050 A 183878 + 3824.60843 11.370 11.412 11.406 11.402 11.403 0.038 0.036 0.032 0.036 0.043 A 184222 + 3826.60886 12.299 12.300 12.317 12.338 12.366 0.037 0.037 0.034 0.039 0.047 A 184560 + 3828.61948 12.090 12.097 12.110 12.130 12.100 0.043 0.038 0.033 0.037 0.044 A 184908 + 3831.52571 12.061 12.073 12.093 12.114 12.127 0.037 0.034 0.031 0.034 0.040 A 185379 + 3833.55683 11.605 11.590 11.582 11.585 11.607 0.050 0.040 0.039 0.044 0.052 A 185742 + 3835.57214 12.441 12.366 12.281 12.203 12.156 0.043 0.038 0.037 0.043 0.053 A 186099 + 3837.58373 12.282 12.246 12.215 12.176 12.133 0.039 0.035 0.033 0.039 0.046 A 186437 + 3847.56069 11.656 11.667 11.681 11.718 11.761 0.055 0.044 0.040 0.045 0.052 A 186741 + 3849.61176 12.053 12.033 12.041 12.066 12.122 0.047 0.038 0.035 0.039 0.045 A 187084 + 3851.60976 12.299 12.293 12.316 12.356 12.397 0.060 0.039 0.035 0.039 0.046 A 187429 + 3854.50381 12.265 12.203 12.171 12.146 12.125 0.058 0.041 0.036 0.039 0.044 A 187924 + 3856.57790 11.926 11.917 11.911 11.893 11.902 0.040 0.033 0.031 0.035 0.043 A 188216 + 3861.54712 11.600 11.566 11.579 11.592 11.606 0.043 0.035 0.032 0.035 0.041 A 188984 + 3863.54879 12.322 12.315 12.327 12.339 12.335 0.045 0.036 0.032 0.035 0.042 A 189328 + 3865.56216 12.179 12.198 12.197 12.162 12.139 0.044 0.037 0.033 0.036 0.042 A 189684 + 3868.51707 12.121 12.079 12.067 12.082 12.086 0.046 0.035 0.034 0.039 0.046 A 190154 + 3870.51961 11.845 11.870 11.885 11.899 11.943 0.045 0.038 0.032 0.037 0.043 A 190515 + 3872.53685 11.388 11.382 11.365 11.347 11.358 0.043 0.034 0.032 0.036 0.042 A 190895 + 3876.53787 12.055 12.078 12.071 12.029 11.982 0.042 0.035 0.032 0.035 0.040 A 191306 + 3883.49466 12.284 12.340 12.334 12.326 12.324 0.039 0.034 0.031 0.034 0.041 A 192213 + 3887.49633 11.853 11.874 11.950 11.999 12.024 0.054 0.044 0.038 0.042 0.048 A 192609 + 3890.49067 11.978 11.984 11.979 11.984 11.991 0.041 0.035 0.031 0.034 0.039 A 193128 + 3892.50543 11.532 11.557 11.550 11.525 11.498 0.058 0.053 0.052 0.055 0.061 D 193481 + 3897.45263 12.348 12.297 12.284 12.275 12.284 0.060 0.039 0.036 0.041 0.048 A 194142 + 3900.45532 12.179 12.162 12.146 12.127 12.138 0.038 0.035 0.034 0.039 0.046 A 194599 + 3903.45224 11.646 11.659 11.645 11.618 11.622 0.042 0.038 0.036 0.042 0.050 A 195158 + 3906.45263 11.337 11.350 11.349 11.351 11.361 0.053 0.039 0.036 0.041 0.048 A 195728 + 3983.87812 11.401 11.400 11.398 11.395 11.402 0.060 0.044 0.040 0.045 0.050 A 203692 + 4090.70346 11.517 11.607 11.642 11.662 11.691 0.083 0.050 0.042 0.045 0.048 D 209274 + 4104.71858 11.512 11.506 11.508 11.502 11.538 0.055 0.042 0.037 0.041 0.046 A 210726 + 4106.77409 12.274 12.263 12.280 12.308 12.393 0.046 0.036 0.033 0.036 0.041 A 211006 + 4111.69576 12.042 12.105 12.128 12.143 12.146 0.057 0.040 0.035 0.035 0.036 A 211405 + 4126.72157 12.306 12.286 12.256 12.264 12.302 0.049 0.040 0.032 0.034 0.035 A 211695 + 4128.75652 12.383 12.300 12.287 12.281 12.321 0.062 0.041 0.035 0.037 0.038 A 211973 + 4133.57306 11.562 11.531 11.513 11.498 11.482 0.053 0.040 0.035 0.038 0.040 A 212562 + 4135.62478 12.187 12.181 12.170 12.163 12.134 0.046 0.040 0.035 0.037 0.040 A 212850 + 4137.63520 12.233 12.255 12.267 12.277 12.279 0.048 0.038 0.032 0.034 0.037 A 213129 + 4139.64923 11.995 11.988 11.970 11.959 11.991 0.043 0.036 0.031 0.033 0.036 A 213433 + 4141.66620 11.440 11.481 11.492 11.491 11.502 0.050 0.038 0.034 0.036 0.037 A 213718 + 4143.68186 12.499 12.487 12.461 12.426 12.399 0.050 0.039 0.034 0.036 0.039 A 214014 + 4145.75672 12.189 12.270 12.274 12.288 12.303 0.079 0.045 0.036 0.038 0.041 B 214303 + 4149.65335 12.074 12.040 12.064 12.134 12.215 0.057 0.041 0.038 0.042 0.048 A 214662 + 4151.65957 12.258 12.287 12.258 12.284 12.310 0.047 0.037 0.033 0.034 0.035 A 214970 + 4153.66582 12.079 12.052 12.033 12.035 12.051 0.084 0.049 0.043 0.043 0.045 D 215286 + 4157.73163 12.292 12.299 12.279 12.263 12.246 0.045 0.039 0.037 0.041 0.044 A 215869 + 4159.71084 12.110 12.221 12.231 12.234 12.292 0.075 0.044 0.037 0.039 0.042 B 216171 + 4161.69422 11.858 11.847 11.857 11.885 11.951 0.065 0.048 0.040 0.041 0.044 B 216484 + 4163.70414 11.459 11.462 11.475 11.493 11.521 0.061 0.042 0.038 0.040 0.042 A 216781 + 4165.74221 12.274 12.286 12.258 12.242 12.248 0.079 0.045 0.040 0.042 0.047 B 217075 + 4168.73650 12.240 12.290 12.283 12.247 12.214 0.040 0.035 0.031 0.034 0.036 A 217479 + 4173.71633 12.233 12.188 12.161 12.144 12.148 0.058 0.040 0.035 0.038 0.040 A 218098 + 4176.54004 12.099 12.116 12.117 12.146 12.218 0.053 0.042 0.039 0.043 0.046 A 218491 + 4179.61808 12.238 12.202 12.179 12.150 12.114 0.056 0.048 0.042 0.043 0.048 B 218831 + 4181.64178 11.950 11.921 11.898 11.923 11.990 0.046 0.045 0.044 0.048 0.053 B 219114 + 4183.65621 11.428 11.468 11.471 11.467 11.459 0.039 0.039 0.035 0.037 0.039 A 219413 + 4185.65146 12.324 12.280 12.274 12.276 12.238 0.051 0.040 0.032 0.035 0.037 A 219697 + 4189.60729 11.599 11.575 11.589 11.586 11.596 0.044 0.038 0.031 0.034 0.037 A 220086 + 4191.62967 12.302 12.310 12.252 12.184 12.202 0.056 0.041 0.037 0.042 0.047 A 220407 + 4193.62976 12.162 12.169 12.139 12.113 99.999 0.046 0.040 0.034 0.036 0.041 C 220732 + 4196.64040 12.166 12.169 12.142 12.144 12.264 0.048 0.045 0.043 0.049 0.056 B 221048 + 4202.55539 12.222 12.156 12.172 12.200 12.247 0.070 0.051 0.044 0.045 0.047 B 221621 + 4205.53017 12.217 12.222 12.220 12.242 12.258 0.065 0.045 0.039 0.041 0.042 A 222074 + 4213.54926 12.129 12.172 12.173 12.145 12.101 0.060 0.045 0.041 0.043 0.045 A 222554 + 4216.59979 12.305 12.278 12.234 12.188 12.162 0.048 0.040 0.033 0.035 0.037 A 222854 + 4226.57288 11.868 11.889 11.929 11.948 12.004 0.054 0.055 0.057 0.067 0.077 D 222988 + 4228.58706 11.292 11.353 11.358 11.377 11.392 0.044 0.039 0.032 0.032 0.035 A 223327 + 4231.47468 12.050 12.083 12.093 12.117 12.126 0.051 0.042 0.039 0.041 0.042 A 223816 + 4233.50048 12.274 12.228 12.224 12.224 12.248 0.037 0.034 0.029 0.030 0.032 A 224170 + 4235.50343 12.005 12.134 12.107 12.119 12.169 0.049 0.060 0.039 0.037 0.039 D 224539 + 4237.55209 11.622 11.616 11.605 11.590 11.618 0.045 0.044 0.041 0.047 0.052 A 224849 + 4247.50921 12.277 12.250 12.262 12.279 12.344 0.035 0.034 0.029 0.031 0.034 A 226360 + 4250.51565 12.198 12.243 12.239 12.193 12.182 0.040 0.037 0.032 0.035 0.037 A 226635 + 4256.45408 99.999 99.999 99.999 99.999 99.999 0.035 0.033 0.028 0.030 0.033 C 227187 + 4258.46474 12.112 12.073 12.050 12.027 11.978 0.039 0.041 0.037 0.040 0.044 A 227459 + 4310.93912 12.306 12.346 12.395 12.437 12.438 0.039 0.037 0.032 0.035 0.040 A 234001 + 4331.92653 11.725 11.729 11.749 11.764 11.797 0.043 0.036 0.031 0.032 0.035 A 235598 + 4339.89689 11.434 11.457 11.427 11.442 11.471 0.055 0.055 0.054 0.057 0.061 D 236678 + 4343.86999 11.954 12.004 12.013 12.005 11.985 0.064 0.043 0.037 0.039 0.042 A 237358 + 4347.88972 12.164 12.187 12.189 12.173 12.202 0.065 0.043 0.035 0.037 0.040 A 238046 + 4351.87945 99.999 99.999 99.999 99.999 99.999 0.053 0.049 0.047 0.055 0.063 D 238681 + 4355.86824 12.301 12.308 12.323 12.343 12.355 0.043 0.037 0.030 0.032 0.035 A 239254 + 4363.84422 12.073 12.034 11.977 11.912 11.876 0.041 0.037 0.032 0.034 0.038 A 240410 + 4366.88541 12.249 12.277 12.291 12.313 12.349 0.040 0.039 0.032 0.035 0.036 A 240773 + 4373.84055 11.314 11.384 11.378 11.358 11.358 0.059 0.041 0.035 0.037 0.039 A 241835 + 4377.83583 12.091 12.103 12.088 12.070 12.083 0.050 0.039 0.035 0.039 0.044 A 242327 + 4381.81648 12.337 12.328 12.351 12.379 12.447 0.038 0.039 0.037 0.041 0.045 A 242934 + 4384.82892 11.989 11.989 12.006 12.018 12.044 0.041 0.040 0.035 0.039 0.042 A 243396 + 4387.83716 11.338 11.369 11.362 11.358 11.365 0.039 0.037 0.031 0.033 0.036 A 243877 + 4400.79718 12.166 12.127 12.095 12.071 12.054 0.054 0.048 0.044 0.051 0.058 B 245023 + 4404.78047 11.380 11.379 11.387 11.385 11.390 0.033 0.036 0.029 0.032 0.035 A 245392 + 4408.77140 12.026 12.096 12.082 12.079 12.103 0.045 0.038 0.034 0.037 0.040 A 245767 + 4411.82563 12.226 12.212 12.229 12.260 12.341 0.037 0.039 0.036 0.038 0.040 A 246153 + 4418.85618 11.487 11.476 11.489 11.492 11.495 0.039 0.036 0.031 0.033 0.036 A 246374 + 4422.75765 11.986 12.018 12.048 12.054 12.077 0.043 0.037 0.032 0.035 0.038 A 246687 + 4426.77900 12.911 12.816 12.934 13.223 13.481 0.051 0.042 0.039 0.046 0.052 A 246986 + 4429.75407 12.322 12.333 12.317 12.311 12.340 0.043 0.039 0.034 0.037 0.041 A 247340 + 4432.74397 12.028 12.043 12.035 11.998 11.992 0.039 0.037 0.030 0.031 0.033 A 247703 + 4435.73693 11.474 11.465 11.491 11.490 11.506 0.039 0.034 0.029 0.031 0.033 A 248062 + 4438.72510 11.416 11.387 11.374 11.381 11.393 0.041 0.038 0.034 0.035 0.039 A 248434 + 4441.72410 11.545 11.519 11.520 11.536 11.559 0.055 0.054 0.049 0.048 0.048 B 248809 + 4453.68384 11.902 11.887 11.899 11.904 11.903 0.051 0.039 0.032 0.035 0.038 A 250139 + 4455.78578 11.682 11.682 11.691 11.713 11.724 0.042 0.036 0.032 0.035 0.038 A 250388 + 4458.68413 11.531 11.537 11.514 11.471 11.427 0.043 0.040 0.036 0.040 0.044 A 250713 + 4460.79946 11.486 11.500 11.505 11.535 11.576 0.055 0.046 0.038 0.041 0.044 A 250954 + 4463.66284 12.346 12.356 12.375 12.392 12.426 0.037 0.036 0.030 0.032 0.034 A 251316 + 4465.72448 12.172 12.184 12.180 12.185 12.240 0.046 0.042 0.040 0.043 0.049 A 251555 + 4468.69833 12.299 12.269 12.248 12.241 12.260 0.045 0.042 0.038 0.041 0.044 A 251884 + 4474.70882 12.289 12.318 12.316 12.308 12.429 0.048 0.041 0.038 0.042 0.045 A 252490 + 4477.70166 12.182 12.212 12.237 12.254 12.262 0.041 0.037 0.032 0.034 0.037 A 252789 + 4479.78911 12.231 12.240 12.237 12.267 12.367 0.056 0.045 0.040 0.043 0.045 A 253066 + 4482.73585 12.283 12.297 12.297 12.296 12.357 0.058 0.050 0.057 0.068 0.073 D 253349 + 4485.72261 12.279 12.270 12.303 12.367 12.458 0.059 0.041 0.036 0.038 0.041 A 253619 + 4487.74815 11.984 12.094 12.131 12.149 12.118 0.067 0.048 0.036 0.037 0.040 B 253862 + 4489.80775 11.973 11.923 11.873 11.831 11.830 0.045 0.044 0.040 0.046 0.052 A 254120 + 4492.61070 11.561 11.568 11.590 11.596 11.609 0.044 0.039 0.033 0.035 0.037 A 254390 + 4494.64490 12.290 12.262 12.271 12.264 12.287 0.035 0.035 0.031 0.033 0.035 A 254649 + 4497.77310 11.576 11.592 11.590 11.588 11.607 0.052 0.043 0.034 0.036 0.038 A 254801 + 4502.74040 12.256 12.307 12.304 12.288 12.289 0.057 0.043 0.037 0.039 0.041 A 255452 + 4505.59573 12.343 12.327 12.265 12.201 12.177 0.040 0.039 0.035 0.038 0.040 A 255837 + 4507.65296 12.135 12.123 12.117 12.109 12.139 0.042 0.039 0.037 0.043 0.047 A 256146 + 4509.73308 11.999 11.988 11.986 11.996 11.986 0.044 0.039 0.033 0.037 0.041 A 256453 + 4511.80601 11.689 11.634 11.606 11.584 11.602 0.040 0.035 0.032 0.033 0.036 A 256735 + 4515.64542 11.850 11.892 11.986 12.049 12.007 0.059 0.058 0.062 0.075 0.086 D 257018 + 4517.70707 11.637 11.662 11.662 11.656 11.649 0.042 0.038 0.033 0.037 0.041 A 257287 + 4519.73284 12.238 12.223 12.207 12.159 12.145 0.040 0.037 0.034 0.038 0.042 A 257603 + 4521.74687 12.294 12.264 12.247 12.239 12.269 0.039 0.037 0.034 0.038 0.042 A 257882 + 4523.78169 12.082 12.113 12.113 12.117 12.141 0.041 0.037 0.031 0.033 0.036 A 258202 + 4526.57915 11.688 11.718 11.762 11.786 11.828 0.045 0.041 0.039 0.042 0.047 A 258559 + 4528.62224 11.535 11.565 11.577 11.577 11.589 0.040 0.040 0.037 0.040 0.043 A 258877 + 4530.68876 12.334 12.387 12.399 12.386 12.369 0.046 0.038 0.034 0.037 0.040 A 259201 + 4533.58822 12.279 12.310 12.334 12.337 12.360 0.040 0.038 0.033 0.036 0.038 A 259609 + 4536.64679 12.266 12.287 12.253 12.235 12.247 0.036 0.037 0.033 0.036 0.040 A 259934 + 4538.68419 12.266 12.288 12.290 12.308 12.379 0.035 0.033 0.030 0.032 0.035 A 260243 + 4541.53698 12.130 12.139 99.999 99.999 99.999 0.038 0.036 0.031 0.033 0.035 C 260636 + 4543.56167 11.751 11.756 11.775 11.800 11.833 0.036 0.036 0.033 0.036 0.040 A 260957 + 4547.60303 12.292 12.324 12.308 12.306 12.395 0.039 0.037 0.036 0.040 0.045 A 261593 + 4552.58124 12.082 12.067 12.051 12.071 12.111 0.044 0.037 0.031 0.033 0.035 A 262230 + 4554.60312 11.700 11.702 11.729 11.751 11.756 0.040 0.039 0.035 0.037 0.041 A 262529 + 4556.61633 11.722 11.675 11.651 11.628 11.613 0.043 0.041 0.038 0.041 0.045 A 262847 + 4558.62531 12.312 12.291 12.275 12.261 12.295 0.049 0.038 0.032 0.034 0.037 A 263190 + 4560.63127 12.031 12.040 12.029 12.019 12.034 0.039 0.036 0.031 0.032 0.036 A 263522 + 4562.66290 11.529 11.535 11.544 11.531 11.579 0.052 0.041 0.035 0.038 0.041 A 263870 + 4565.51683 11.314 11.370 11.365 11.350 11.348 0.043 0.038 0.034 0.036 0.040 A 264323 + 4567.55382 12.193 12.212 12.214 12.215 12.232 0.049 0.039 0.036 0.038 0.040 A 264667 + 4569.57759 12.207 12.229 12.260 12.349 12.419 0.042 0.040 0.034 0.036 0.039 A 264980 + 4571.59498 11.874 11.897 11.849 11.822 11.831 0.038 0.037 0.032 0.036 0.039 A 265323 + 4573.61953 11.308 11.347 11.372 11.409 11.437 0.045 0.038 0.035 0.039 0.044 A 265677 + 4576.51282 11.929 11.918 11.912 11.940 12.000 0.041 0.039 0.037 0.040 0.043 A 266111 + 4580.51943 11.970 11.995 11.996 11.994 12.004 0.048 0.043 0.038 0.039 0.042 A 266521 + 4583.57689 12.109 12.127 12.135 12.149 12.202 0.045 0.038 0.032 0.034 0.038 A 266763 + 4586.60635 12.257 12.302 12.289 12.274 12.270 0.040 0.041 0.035 0.037 0.041 A 267105 + 4589.54849 12.368 12.371 12.355 12.343 12.359 0.048 0.044 0.040 0.042 0.045 A 267576 + 4592.50959 12.308 12.363 12.373 12.408 12.488 0.040 0.040 0.037 0.038 0.040 A 268086 + 4594.56131 12.056 12.074 12.070 12.050 12.036 0.038 0.036 0.031 0.034 0.037 A 268455 + 4596.56436 11.540 11.544 11.536 11.537 11.564 0.039 0.037 0.033 0.034 0.036 A 268825 + 4599.49655 11.548 11.531 11.522 11.516 11.525 0.042 0.040 0.036 0.038 0.041 A 269165 + 4601.54449 12.254 12.281 12.309 12.298 12.185 0.038 0.036 0.031 0.035 0.038 A 269535 + 4606.46993 12.293 12.296 12.349 12.373 12.317 0.052 0.043 0.040 0.043 0.048 A 269964 + 4608.51913 12.035 12.020 11.995 11.998 12.012 0.043 0.037 0.032 0.036 0.040 A 270285 + 4611.51064 12.028 12.077 12.078 12.080 12.118 0.044 0.039 0.034 0.035 0.038 A 270725 + 4616.48834 11.653 11.669 11.696 11.689 11.725 0.044 0.042 0.037 0.039 0.043 A 271124 + 4620.48168 12.210 12.168 12.121 12.051 12.049 0.037 0.037 0.033 0.034 0.036 A 271601 + 4623.47784 12.166 12.250 12.196 12.188 12.237 0.044 0.038 0.033 0.036 0.038 A 272016 + 4626.47619 12.208 12.245 12.283 12.293 12.298 0.041 0.040 0.034 0.036 0.039 A 272477 + 4629.48306 12.132 12.154 12.128 12.096 12.159 0.050 0.048 0.045 0.049 0.053 B 273016 + 4632.47460 12.341 12.303 12.302 12.299 12.320 0.038 0.037 0.034 0.038 0.042 A 273531 + 4641.45414 11.464 11.453 11.472 11.483 11.495 0.042 0.039 0.036 0.040 0.044 A 274298 + 4683.93270 12.221 12.228 12.235 12.237 12.256 0.044 0.034 0.030 0.039 0.035 A 280628 + 4691.92779 12.112 12.106 12.089 12.090 12.084 0.039 0.034 0.029 0.031 0.035 A 281956 + 4696.92853 11.896 11.903 11.904 11.906 11.884 0.045 0.041 0.035 0.038 0.043 A 282354 + 4700.90103 12.374 12.320 12.307 12.311 12.330 0.055 0.038 0.033 0.036 0.038 A 283062 + 4704.89802 11.467 11.480 11.499 11.520 11.527 0.055 0.043 0.031 0.033 0.036 A 283746 + 4708.90978 12.100 12.122 12.114 12.105 12.141 0.050 0.038 0.032 0.034 0.036 A 284282 + 4717.90506 12.248 12.270 12.260 12.236 12.210 0.049 0.048 0.050 0.057 0.066 D 284971 + 4721.88423 11.572 11.576 11.584 11.596 11.598 0.041 0.039 0.034 0.037 0.039 A 285344 + 4726.85806 12.347 12.357 12.362 12.349 12.364 0.046 0.038 0.032 0.035 0.038 A 285967 + 4729.88625 11.620 11.564 11.559 11.584 11.614 0.060 0.043 0.037 0.038 0.041 A 286393 + 4734.87756 12.279 12.264 12.222 12.219 12.222 0.065 0.046 0.041 0.041 0.045 A 287000 + 4741.83564 11.638 11.690 99.999 99.999 99.999 0.049 0.038 0.032 0.032 0.035 C 287654 + 4749.83667 11.406 11.414 11.434 11.434 11.436 0.039 0.040 0.037 0.040 0.043 A 288609 + 4752.84152 11.540 11.559 11.547 11.546 11.554 0.036 0.035 0.030 0.032 0.035 A 289001 + 4756.80982 12.182 12.134 12.089 12.058 12.026 0.045 0.035 0.030 0.033 0.037 A 289563 + 4759.82950 12.168 12.180 12.163 12.149 12.162 0.036 0.033 0.030 0.031 0.034 A 289969 + 4762.86031 12.292 12.269 12.266 12.283 12.293 0.038 0.035 0.029 0.031 0.034 A 290392 + 4765.83828 12.228 12.222 12.229 12.227 12.301 0.036 0.033 0.029 0.033 0.036 A 290798 + 4768.82565 12.305 12.292 12.303 12.310 12.323 0.038 0.034 0.029 0.031 0.034 A 291216 + 4771.80801 12.338 12.371 12.376 12.384 12.397 0.078 0.059 0.036 0.037 0.038 D 291628 + 4774.84039 11.608 11.628 11.657 11.686 11.699 0.041 0.038 0.034 0.037 0.040 A 292032 + 4778.76476 11.857 11.894 11.901 11.896 11.911 0.044 0.037 0.031 0.032 0.035 A 292532 + 4782.80513 12.085 12.081 12.043 12.041 11.993 0.042 0.036 0.034 0.038 0.043 A 292945 + 4786.79384 11.713 11.691 11.693 11.708 11.723 0.039 0.035 0.030 0.031 0.034 A 293396 + 4792.76807 11.822 11.825 11.833 11.842 11.838 0.070 0.044 0.037 0.039 0.041 B 294091 + 4795.75320 11.909 11.945 11.974 11.991 12.013 0.053 0.036 0.033 0.035 0.037 A 294439 + 4798.75358 12.052 12.060 12.054 12.043 12.029 0.037 0.035 0.030 0.033 0.034 A 294754 + 4801.74388 12.076 12.062 12.039 12.030 12.028 0.041 0.037 0.032 0.034 0.036 A 295128 + 4804.73553 12.182 12.181 12.193 12.193 12.183 0.039 0.036 0.033 0.035 0.038 A 295495 + 4807.71327 12.171 12.209 12.174 12.156 12.129 0.039 0.036 0.031 0.034 0.037 A 295900 + 4809.78155 11.946 11.975 11.964 11.965 11.982 0.041 0.041 0.037 0.040 0.041 A 296189 + 4812.76929 12.131 12.219 12.250 12.313 12.380 0.055 0.052 0.054 0.063 0.075 D 296467 + 4815.70916 11.998 12.018 12.016 12.018 12.015 0.043 0.037 0.032 0.034 0.038 A 296823 + 4818.75582 12.130 12.141 12.127 12.122 12.166 0.037 0.037 0.032 0.035 0.039 A 297128 + 4821.68864 12.121 12.111 12.078 12.066 12.082 0.047 0.038 0.037 0.043 0.048 A 297494 + 4824.68636 12.198 12.258 12.230 12.165 12.131 0.044 0.039 0.037 0.044 0.051 A 297896 + 4827.72109 12.257 12.262 12.244 12.218 12.232 0.040 0.039 0.036 0.038 0.041 A 298275 + 4830.66519 12.288 12.339 12.380 12.401 12.434 0.063 0.049 0.044 0.045 0.045 B 298656 + 4835.66620 12.008 11.959 11.886 11.852 11.857 0.046 0.054 0.058 0.069 0.073 D 299264 + 4837.74083 12.038 12.013 11.994 11.951 11.919 0.047 0.042 0.039 0.042 0.044 A 299546 + 4840.63640 11.828 11.830 11.799 11.787 11.818 0.045 0.038 0.035 0.038 0.042 A 299893 + 4842.73889 11.480 11.462 11.496 11.518 11.536 0.041 0.038 0.037 0.042 0.048 A 300146 + 4845.72824 11.542 11.554 11.592 11.623 11.644 0.050 0.044 0.043 0.048 0.055 B 300457 + 4847.78874 12.109 12.131 12.140 12.152 12.125 0.043 0.037 0.032 0.033 0.037 A 300724 + 4850.66542 12.275 12.252 12.284 12.344 12.421 0.041 0.040 0.040 0.044 0.049 A 301077 + 4853.66107 12.295 12.239 12.221 12.225 12.224 0.035 0.035 0.032 0.034 0.038 A 301433 + 4856.66060 11.687 11.723 11.727 11.735 11.756 0.042 0.041 0.038 0.040 0.042 A 301687 + 4859.66929 11.426 11.419 11.413 11.409 11.403 0.051 0.037 0.035 0.039 0.042 A 301995 + 4862.67530 11.565 11.591 11.612 11.590 11.588 0.042 0.039 0.036 0.038 0.040 A 302315 + 4865.62486 11.625 11.638 11.661 11.655 11.685 0.074 0.052 0.046 0.049 0.053 B 302662 + 4867.80593 11.484 11.541 11.557 11.579 11.599 0.051 0.050 0.044 0.046 0.045 B 302935 + 4870.63570 12.160 12.153 12.122 12.109 12.118 0.042 0.038 0.034 0.036 0.039 A 303249 + 4872.68089 12.320 12.334 12.405 12.476 12.478 0.048 0.043 0.040 0.044 0.048 A 303549 + 4875.64329 12.224 12.258 12.294 12.285 12.227 0.043 0.044 0.046 0.055 0.064 D 303837 + 4877.67498 12.050 12.004 12.003 11.986 11.973 0.043 0.038 0.034 0.037 0.040 A 304128 + 4879.79975 11.899 11.956 11.923 11.861 11.850 0.055 0.041 0.037 0.039 0.040 A 304319 + 4882.59367 11.608 11.615 11.624 11.626 11.636 0.053 0.045 0.043 0.046 0.050 B 304657 + 4884.69757 11.345 11.396 11.410 11.419 11.432 0.054 0.041 0.037 0.040 0.045 A 304943 + 4887.68946 11.360 11.319 11.289 11.332 11.335 0.071 0.065 0.066 0.079 0.095 D 305291 + 4890.63010 11.466 11.477 11.479 11.463 11.449 0.061 0.056 0.056 0.061 0.065 D 305626 + 4892.72178 12.375 12.318 12.302 12.307 12.321 0.062 0.049 0.046 0.051 0.055 B 305915 + 4902.61098 11.859 11.825 11.886 11.918 11.940 0.060 0.049 0.047 0.052 0.057 B 306907 + 4905.62796 11.940 11.984 11.996 11.992 12.035 0.058 0.049 0.047 0.051 0.057 B 307355 + 4907.67631 11.595 11.663 11.705 11.694 11.723 0.080 0.057 0.053 0.057 0.063 D 307660 + 4911.62042 12.117 12.095 12.056 11.986 11.955 0.062 0.065 0.072 0.069 0.080 D 308070 + 4915.62335 11.741 11.740 11.745 11.746 11.857 0.073 0.079 0.090 0.101 0.113 D 308286 + 4917.65531 12.181 12.183 12.183 12.170 12.169 0.053 0.048 0.047 0.052 0.060 B 308580 + 4920.60404 12.180 12.193 12.189 12.163 12.181 0.059 0.048 0.044 0.049 0.053 B 308994 + 4925.51797 11.934 11.986 11.967 11.960 11.999 0.050 0.051 0.051 0.057 0.066 D 309321 + 4929.52096 12.362 12.384 12.468 12.541 12.630 0.054 0.049 0.048 0.054 0.062 D 309644 + 4932.54841 12.140 12.210 12.240 12.244 12.263 0.051 0.053 0.053 0.061 0.069 D 310052 + 4934.59346 12.242 12.234 12.206 12.161 12.166 0.048 0.049 0.050 0.058 0.066 D 310383 + 4936.63929 12.139 12.031 11.964 11.911 11.920 0.056 0.050 0.051 0.058 0.064 D 310689 + 4939.53859 12.127 12.139 12.087 12.005 12.033 0.068 0.064 0.068 0.075 0.081 D 311127 + 4945.52548 12.096 12.146 12.213 12.287 12.446 0.057 0.054 0.055 0.063 0.071 D 312016 + 4947.55444 11.905 11.956 12.014 12.065 12.129 0.048 0.047 0.049 0.057 0.063 D 312362 + 4949.58804 11.482 11.419 11.405 11.382 11.413 0.052 0.050 0.053 0.061 0.069 D 312711 + 4952.53863 11.468 11.477 11.510 11.540 11.549 0.048 0.052 0.054 0.061 0.069 D 313136 + 4954.55337 12.174 12.212 12.265 12.306 12.356 0.046 0.046 0.046 0.054 0.060 B 313482 + 4959.55024 12.301 12.223 12.196 12.206 12.292 0.082 0.061 0.060 0.068 0.078 D 313763 + 4962.52947 12.204 12.238 12.227 12.190 12.223 0.045 0.045 0.044 0.049 0.057 B 314093 + 4965.50610 12.187 12.254 12.234 12.185 12.217 0.058 0.054 0.054 0.060 0.065 D 314486 + 4968.50404 12.166 12.162 12.184 12.190 12.178 0.051 0.055 0.059 0.070 0.081 D 314973 + 4972.50835 11.626 11.661 11.716 11.764 11.799 0.049 0.050 0.052 0.061 0.067 D 315412 + 4975.49687 11.685 11.685 11.748 11.799 11.814 0.055 0.057 0.065 0.077 0.089 D 315893 + 4984.49871 11.986 11.952 11.931 11.904 11.908 0.061 0.059 0.066 0.079 0.092 D 316222 + 4987.48848 29.999 29.999 29.999 29.999 29.999 0.087 0.093 0.108 0.130 0.157 D 316738 + 4994.47908 11.962 11.960 11.916 11.875 11.862 0.057 0.057 0.057 0.064 0.071 D 317640 + 5049.93527 11.809 11.837 11.875 11.903 11.943 0.057 0.053 0.051 0.056 0.064 D 323333 + 5069.91279 12.116 12.016 11.986 11.967 11.982 0.082 0.057 0.055 0.058 0.062 D 324835 + 5082.90586 12.088 12.114 12.129 12.117 12.096 0.052 0.050 0.045 0.050 0.056 B 325997 + 5086.87177 11.944 11.912 11.894 11.878 11.871 0.050 0.047 0.042 0.046 0.051 A 326589 + 5098.88785 12.248 12.212 12.179 12.133 12.142 0.048 0.044 0.041 0.046 0.053 A 328055 + 5105.87605 11.520 11.511 11.554 11.582 11.614 0.065 0.065 0.065 0.069 0.077 D 328693 + 5118.81723 12.119 12.136 12.194 12.223 12.258 0.081 0.068 0.063 0.062 0.066 D 330346 + 5123.83111 12.032 12.054 12.072 12.060 12.071 0.049 0.047 0.047 0.051 0.055 B 330804 + 5128.84484 11.788 11.843 11.841 11.812 11.798 0.055 0.053 0.051 0.054 0.057 D 331391 + 5131.82450 11.830 11.858 11.863 11.879 11.947 0.056 0.048 0.043 0.046 0.050 B 331799 + 5136.84775 11.505 11.478 11.515 11.528 11.560 0.054 0.057 0.059 0.067 0.077 D 332140 + 5154.83688 12.223 12.232 12.243 12.251 12.302 0.048 0.047 0.044 0.047 0.050 B 333419 + 5158.74645 12.400 12.480 12.479 12.401 12.427 0.085 0.060 0.058 0.062 0.067 D 333842 + 5162.78817 11.888 11.871 11.860 11.871 11.879 0.047 0.046 0.045 0.048 0.052 B 334245 + 5165.75062 11.920 11.923 11.906 11.904 11.864 0.048 0.045 0.042 0.048 0.055 A 334609 + 5168.73891 12.017 11.981 11.976 11.925 11.885 0.052 0.049 0.048 0.055 0.062 D 334955 diff --git a/homework/CameronTrimborn/08_final/final.ipynb b/homework/CameronTrimborn/08_final/final.ipynb new file mode 100644 index 0000000..f4cfb3e --- /dev/null +++ b/homework/CameronTrimborn/08_final/final.ipynb @@ -0,0 +1,2905 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "41a1e6d8", + "metadata": {}, + "source": [ + "# ASTR 596: The Final\n", + "\n", + "#### Three questions, each worth a third of your grade. (I'll make one 34 pts to get to an even 100). Each is designed to test an area where I think the class as a whole is less comfortable. They are sorted by my assesment of difficulty from easiest to hardest. \n", + "#### i.e. the last is probably going to be non-trivial, because well I like Gaussian distributions of grades. \n", + "#### That's OK because the points and grades don't matter!\n", + "\n", + "#### Remember, you can work together, discuss problems and solutions, but you have to write up your own solution. I'd strongly suggest doing that, ideally with some divide and conquer strategy." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "9f1fac70", + "metadata": {}, + "outputs": [], + "source": [ + "#%matplotlib notebook\n", + "#%matplotlib inline\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "from astroquery.sdss import SDSS# enables direct queries to the SDSS database\n", + "import numpy as np\n", + "import george\n", + "from george import kernels\n", + "import scipy\n", + "import scipy.stats as st\n", + "import emcee\n", + "import corner\n", + "from astropy.table import Table" + ] + }, + { + "cell_type": "markdown", + "id": "79307740", + "metadata": {}, + "source": [ + "### Q1. Using unsupervised learning to work with galaxies\n", + "\n", + "The following query will select 20k likely galaxies from the SDSS database and return the results of that query into an `astropy Table`. (For now, if you are not familiar with the SDSS DB schema, don't worry about this query, just know that it returns a bunch of photometric features.)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "514b12be", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
Table length=20000\n", + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
uggrgigzpetroRad_ipetroR50_ideVAB_ifracDev_i
float64float64float64float64float64float64float64float64
1.9997180.95929151.3705821.6925355.4546332.3446620.87080951.0
1.988840.93329621.3619191.6689185.1779372.4240930.99460660.8865207
1.0204071.6015212.3961752.8272635.8462721.1588360.68982931.0
1.837421.2118821.6885451.9898787.1454272.7954470.74939481.0
4.559041.5361752.292862.7125974.7415462.090320.51731620.8244159
4.5328351.4330812.2515182.6699528.9307061.6567380.61169311.0
2.0752471.2674621.7469142.0539575.0915342.2499130.61960611.0
1.6777571.1020431.5823171.9023976.54722.8099950.87132890.9118057
1.8586030.90541271.3642181.6611776.6416262.843360.41711.0
........................
2.0819260.97070121.364311.7010377.2335173.0438820.78538171.0
0.87838940.3485470.70839120.75497822.1794951.0589650.58145320.3794942
3.1575131.687082.3417052.7109282.4449881.1112980.76773391.0
1.2124580.56442830.89618111.1215655.6363592.7550850.71312670.3723664
1.9699650.92835141.3372351.6590897.8341323.5057480.72650890.8718476
1.7764550.89658931.3084011.6404325.0700491.8028410.57116381.0
2.0398640.90771481.3349441.6785952.7810221.2058390.68208061.0
2.4690461.5572932.1122112.4825694.2725691.7968090.7425170.9331489
1.8602460.80351071.1868361.48858817.384265.0191830.87915061.0
0.22985080.47520260.67681121.138062.2915261.105660.85469820.848457
" + ], + "text/plain": [ + "\n", + " ug gr gi gz petroRad_i petroR50_i deVAB_i fracDev_i\n", + " float64 float64 float64 float64 float64 float64 float64 float64 \n", + "--------- --------- --------- --------- ---------- ---------- --------- ---------\n", + " 1.999718 0.9592915 1.370582 1.692535 5.454633 2.344662 0.8708095 1.0\n", + " 1.98884 0.9332962 1.361919 1.668918 5.177937 2.424093 0.9946066 0.8865207\n", + " 1.020407 1.601521 2.396175 2.827263 5.846272 1.158836 0.6898293 1.0\n", + " 1.83742 1.211882 1.688545 1.989878 7.145427 2.795447 0.7493948 1.0\n", + " 4.55904 1.536175 2.29286 2.712597 4.741546 2.09032 0.5173162 0.8244159\n", + " 4.532835 1.433081 2.251518 2.669952 8.930706 1.656738 0.6116931 1.0\n", + " 2.075247 1.267462 1.746914 2.053957 5.091534 2.249913 0.6196061 1.0\n", + " 1.677757 1.102043 1.582317 1.902397 6.5472 2.809995 0.8713289 0.9118057\n", + " 1.858603 0.9054127 1.364218 1.661177 6.641626 2.84336 0.4171 1.0\n", + " ... ... ... ... ... ... ... ...\n", + " 2.081926 0.9707012 1.36431 1.701037 7.233517 3.043882 0.7853817 1.0\n", + "0.8783894 0.348547 0.7083912 0.7549782 2.179495 1.058965 0.5814532 0.3794942\n", + " 3.157513 1.68708 2.341705 2.710928 2.444988 1.111298 0.7677339 1.0\n", + " 1.212458 0.5644283 0.8961811 1.121565 5.636359 2.755085 0.7131267 0.3723664\n", + " 1.969965 0.9283514 1.337235 1.659089 7.834132 3.505748 0.7265089 0.8718476\n", + " 1.776455 0.8965893 1.308401 1.640432 5.070049 1.802841 0.5711638 1.0\n", + " 2.039864 0.9077148 1.334944 1.678595 2.781022 1.205839 0.6820806 1.0\n", + " 2.469046 1.557293 2.112211 2.482569 4.272569 1.796809 0.742517 0.9331489\n", + " 1.860246 0.8035107 1.186836 1.488588 17.38426 5.019183 0.8791506 1.0\n", + "0.2298508 0.4752026 0.6768112 1.13806 2.291526 1.10566 0.8546982 0.848457" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "GALquery = \"\"\"SELECT TOP 20000 \n", + " p.dered_u - p.dered_g as ug, p.dered_g - p.dered_r as gr, \n", + " p.dered_g - p.dered_i as gi, p.dered_g - p.dered_z as gz, \n", + " p.petroRad_i, p.petroR50_i, p.deVAB_i, p.fracDev_i\n", + " FROM PhotoObjAll AS p JOIN specObjAll s ON s.bestobjid = p.objid\n", + " WHERE p.mode = 1 AND s.sciencePrimary = 1 AND p.clean = 1 AND p.type = 3\n", + " AND p.deVAB_i > -999 AND p.petroRad_i > -999 AND p.petroR50_i > -999 AND p.dered_r < 20\n", + " \"\"\"\n", + "SDSSgals = SDSS.query_sql(GALquery)\n", + "SDSSgals" + ] + }, + { + "cell_type": "markdown", + "id": "ec24dbbb", + "metadata": {}, + "source": [ + "### 1a - Visualize the dataset in g-i (y) vs u-g (x) and all the features (11 pts). \n", + "\n", + "The bluest galaxies are star-forming galaxies at low redshift 𝑧. The \"tight\" cluster of red galaxies are passive galaxies at low-𝑧. Finally the diffuse cloud at 𝑔−𝑖≈3 are high-𝑧 luminous red galaxies (LRGs) that were targeted for BAO measurements. These sources have a wide range of 𝑢−𝑔 colors because they essentially are not detected in the 𝑢 band as this is blueward of the Lyman break.\n", + "\n", + "Plot and examine each of the features in this data set using seaborn's `PairGrid`. Overlay a histogram and kernel density distribution (KDE) on each 1D and 2D plot. You should be able to roughly see the different groups of galaxies, but how to separate them?" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "6b644e8e", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "
Table length=19931\n", + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
uggrgigzpetroRad_ipetroR50_ideVAB_ifracDev_i
float64float64float64float64float64float64float64float64
1.9997180.95929151.3705821.6925355.4546332.3446620.87080951.0
1.988840.93329621.3619191.6689185.1779372.4240930.99460660.8865207
1.0204071.6015212.3961752.8272635.8462721.1588360.68982931.0
1.837421.2118821.6885451.9898787.1454272.7954470.74939481.0
4.559041.5361752.292862.7125974.7415462.090320.51731620.8244159
4.5328351.4330812.2515182.6699528.9307061.6567380.61169311.0
2.0752471.2674621.7469142.0539575.0915342.2499130.61960611.0
1.6777571.1020431.5823171.9023976.54722.8099950.87132890.9118057
1.8586030.90541271.3642181.6611776.6416262.843360.41711.0
........................
2.0819260.97070121.364311.7010377.2335173.0438820.78538171.0
0.87838940.3485470.70839120.75497822.1794951.0589650.58145320.3794942
3.1575131.687082.3417052.7109282.4449881.1112980.76773391.0
1.2124580.56442830.89618111.1215655.6363592.7550850.71312670.3723664
1.9699650.92835141.3372351.6590897.8341323.5057480.72650890.8718476
1.7764550.89658931.3084011.6404325.0700491.8028410.57116381.0
2.0398640.90771481.3349441.6785952.7810221.2058390.68208061.0
2.4690461.5572932.1122112.4825694.2725691.7968090.7425170.9331489
1.8602460.80351071.1868361.48858817.384265.0191830.87915061.0
0.22985080.47520260.67681121.138062.2915261.105660.85469820.848457
" + ], + "text/plain": [ + "\n", + " ug gr gi gz petroRad_i petroR50_i deVAB_i fracDev_i\n", + " float64 float64 float64 float64 float64 float64 float64 float64 \n", + "--------- --------- --------- --------- ---------- ---------- --------- ---------\n", + " 1.999718 0.9592915 1.370582 1.692535 5.454633 2.344662 0.8708095 1.0\n", + " 1.98884 0.9332962 1.361919 1.668918 5.177937 2.424093 0.9946066 0.8865207\n", + " 1.020407 1.601521 2.396175 2.827263 5.846272 1.158836 0.6898293 1.0\n", + " 1.83742 1.211882 1.688545 1.989878 7.145427 2.795447 0.7493948 1.0\n", + " 4.55904 1.536175 2.29286 2.712597 4.741546 2.09032 0.5173162 0.8244159\n", + " 4.532835 1.433081 2.251518 2.669952 8.930706 1.656738 0.6116931 1.0\n", + " 2.075247 1.267462 1.746914 2.053957 5.091534 2.249913 0.6196061 1.0\n", + " 1.677757 1.102043 1.582317 1.902397 6.5472 2.809995 0.8713289 0.9118057\n", + " 1.858603 0.9054127 1.364218 1.661177 6.641626 2.84336 0.4171 1.0\n", + " ... ... ... ... ... ... ... ...\n", + " 2.081926 0.9707012 1.36431 1.701037 7.233517 3.043882 0.7853817 1.0\n", + "0.8783894 0.348547 0.7083912 0.7549782 2.179495 1.058965 0.5814532 0.3794942\n", + " 3.157513 1.68708 2.341705 2.710928 2.444988 1.111298 0.7677339 1.0\n", + " 1.212458 0.5644283 0.8961811 1.121565 5.636359 2.755085 0.7131267 0.3723664\n", + " 1.969965 0.9283514 1.337235 1.659089 7.834132 3.505748 0.7265089 0.8718476\n", + " 1.776455 0.8965893 1.308401 1.640432 5.070049 1.802841 0.5711638 1.0\n", + " 2.039864 0.9077148 1.334944 1.678595 2.781022 1.205839 0.6820806 1.0\n", + " 2.469046 1.557293 2.112211 2.482569 4.272569 1.796809 0.742517 0.9331489\n", + " 1.860246 0.8035107 1.186836 1.488588 17.38426 5.019183 0.8791506 1.0\n", + "0.2298508 0.4752026 0.6768112 1.13806 2.291526 1.10566 0.8546982 0.848457" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import seaborn as sns\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import scipy.stats as st\n", + "\n", + "#let's pre-process this mf\n", + "#constrains data to within 10 median abs deviations from the median\n", + "def mad_filter(data,coloumn):\n", + " mabdev = st.median_abs_deviation(data[column],scale = 'normal',nan_policy='omit')\n", + " mabmask = (data[column] >= np.median(data[column])-15*mabdev) &\\\n", + " (data[column] <= np.median(data[column])+15*mabdev)\n", + " return data[mabmask]\n", + "\n", + "for column in SDSSgals.colnames:\n", + " SDSSgals = mad_filter(SDSSgals,column)\n", + " \n", + "SDSSgals" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "5f22bc7a", + "metadata": { + "scrolled": false + }, + "outputs": [], + "source": [ + "#let's plot this mf\n", + "\n", + "#first turn this mf into a pd because issues\n", + "SDSS_pd = SDSSgals.to_pandas().dropna()" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "id": "1440a926", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 84, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pgrid = sns.PairGrid(SDSS_pd, corner=True)\n", + "pgrid.map_diag(sns.histplot)#every 1D plot\n", + "pgrid.map_offdiag(sns.histplot)#every 2D plot\n", + "\n", + "#for some reason trying to run the kdeplot takes forever to run and never finishes, \n", + "# I will hopefully debug this eventually, but if I don't please pretend I ran the next line of code\n", + "pgrid.map_offdiag(sns.kdeplot)" + ] + }, + { + "cell_type": "markdown", + "id": "a29aa459", + "metadata": {}, + "source": [ + "### 1b - Separating the galaxy types (11 pts) \n", + "\n", + "Using K-means from `sklearn` with n=3, separate the three clusters of galaxies. Initial guesses, hyper-paramter tuning, dimensionality reduction etc are your choices. What's important is to be able to justify them. To the referee, to me, to yourself. We'll do that in the next part. " + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "6454c9f6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0 1 2]\n", + "[[ 0.11377838 -0.35136979 -0.41624763 ... 0.24474598 1.02256795\n", + " 0.74003066]\n", + " [ 0.10159163 -0.40639151 -0.42998943 ... 0.32429497 1.62352448\n", + " 0.40647211]\n", + " [-0.98335506 1.00797504 1.21061253 ... -0.94284142 0.14402367\n", + " 0.74003066]\n", + " ...\n", + " [ 0.63957196 0.91436192 0.76017096 ... -0.30392079 0.39978909\n", + " 0.54353001]\n", + " [-0.04247372 -0.68109588 -0.7077171 ... 2.92323967 1.06305871\n", + " 0.74003066]\n", + " [-1.86902432 -1.37599376 -1.51675054 ... -0.99609641 0.94435779\n", + " 0.2945885 ]]\n" + ] + } + ], + "source": [ + "import sklearn\n", + "from sklearn.cluster import KMeans\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "#scales data based on mean and standard dev\n", + "scale = StandardScaler(with_mean=True, with_std =True)\n", + "scaldat = scale.fit_transform(SDSS_pd)\n", + "#create a label for each cluster based on K-means\n", + "kmeans = KMeans(3,n_init='auto')\n", + "labels = kmeans.fit_predict(scaldat)\n", + "labs = np.unique(labels)\n", + "print(labs)\n", + "print(scaldat)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "bc1812f6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "colors = []\n", + "for lab in labels:\n", + " colors.append('C{}'.format(lab))\n", + "plt.figure()\n", + "#plot ug vs gi\n", + "# shows different labels assigned to data\n", + "plt.scatter(scaldat[:,0],scaldat[:,2],c=colors,s=0.5)\n", + "plt.xlim(-3,6)\n", + "plt.ylim(-3,3)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "27e13fb7", + "metadata": {}, + "source": [ + "### 1c - Working with the distributions (11 pts)\n", + "Repeat 1a, but using the results of K-means in 1b to create separately colored distributions for your different classes of galaxies. Use the KDE to provide the mean values of each feature and their standard deviation (hint - these are integrals), and compare them to the sample means and standard deviations. " + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "9abe9550", + "metadata": {}, + "outputs": [], + "source": [ + "SDSS_pd['labels'] = labels#add labels column so we can add colors to pairgrid" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "702bcc1b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.PairGrid(SDSS_pd, hue='labels',palette=sns.color_palette(n_colors=3),corner=True)\n", + "pgrid2.map_diag(sns.histplot)#every 1D plot\n", + "#this actually takes like 10 minutes to run...\n", + "pgrid2.map_offdiag(sns.kdeplot)\n", + "pgrid2.map_offdiag(sns.histplot)#every 2D plot" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "a8e8b390", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['ug' 'gr' 'gi' 'gz' 'petroRad_i' 'petroR50_i' 'deVAB_i' 'fracDev_i']\n", + "Values direct from each feature\n", + "Means\n", + " labels ug gr ... petroR50_i deVAB_i fracDev_i \n", + "-------- ------------------ ------------------ ... ------------------ ------------------ ------------------\n", + "all data 1.8981584156198885 1.1252979749355274 ... 2.100279017650896 0.6601604111404344 0.7482356259803422\n", + " 0 2.4563037071737517 1.6698673486162627 ... 1.7011652093009983 0.7119786265691868 0.9044358207191155\n", + " 1 1.3434065919802198 0.6259466411758242 ... 3.126501202065934 0.5825339994989012 0.2841657493571868\n", + " 2 1.7322908136330188 0.94068648994027 ... 1.8767067870266396 0.658960373249313 0.8696732766214311\n", + "Standard Deviations\n", + " labels ug gr ... petroR50_i deVAB_i fracDev_i \n", + "-------- ------------------- ------------------- ... ------------------ ------------------- -------------------\n", + "all data 0.8926088318330132 0.47245517765531986 ... 0.9985168193755464 0.20600008951871301 0.34020802929461647\n", + " 0 1.1861004622876063 0.23774201849725385 ... 0.530338037642594 0.17654238272795206 0.18860953479755613\n", + " 1 0.39355805565038215 0.21898801679353005 ... 1.38307011346851 0.22289642004161625 0.3020307897574999\n", + " 2 0.4231706760217935 0.20027496405761314 ... 0.5855215129469665 0.2059331461017722 0.20968005512755444\n" + ] + } + ], + "source": [ + "#same as cell below, just not with that wack integral...\n", + "cols = SDSS_pd.drop(columns='labels').columns.values#removes labels column, will be added back later but include all data\n", + "print(cols)\n", + "means = []\n", + "std_devs = []\n", + "for col in cols:\n", + " mean = [np.mean(SDSS_pd[col])]\n", + " std = [np.std(SDSS_pd[col])]\n", + " for label in labs:\n", + " mask = SDSS_pd['labels']==label\n", + " mean.append(np.mean(SDSS_pd[col][mask]))\n", + " std.append(np.std(SDSS_pd[col][mask]))\n", + " means.append(mean)\n", + " std_devs.append(std)\n", + " \n", + "print('Values direct from each feature')\n", + "label_names = ['all data', *labs]#make sure label list includes label for whole data set\n", + "mean_tab = Table([label_names, *means],names = ['labels',*cols])#generate a table of means for all data plus each class\n", + "print('Means')\n", + "print(mean_tab)\n", + "\n", + "std_tab = Table([label_names, *std_devs],names = ['labels',*cols])\n", + "print('Standard Deviations')\n", + "print(std_tab)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "4a12a130", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['ug' 'gr' 'gi' 'gz' 'petroRad_i' 'petroR50_i' 'deVAB_i' 'fracDev_i']\n", + "Values from KDE integrals\n", + "Means\n", + " labels ug gr ... petroR50_i deVAB_i fracDev_i \n", + "-------- ------------------ ------------------ ... ------------------ ------------------ ------------------\n", + "all data 1.898158843491827 1.1252980085870117 ... 2.100278684165435 0.6601372513881618 0.7476870234895461\n", + " 0 2.4563043472822477 1.6698668067768474 ... 1.7011645414871028 0.7119423718999747 0.9037602921925895\n", + " 1 1.3434075450686092 0.6259468039589484 ... 3.1264991342025796 0.5825253870943394 0.2841486623691729\n", + " 2 1.7322905393973365 0.940686434895192 ... 1.8767060413092338 0.6589354107229367 0.8691027017073355\n", + "Standard Deviations\n", + " labels ug gr ... petroR50_i deVAB_i fracDev_i \n", + "-------- ------------------- -------------------- ... ------------------- -------------------- --------------------\n", + "all data 0.405966380298159 0.11373384539549433 ... 0.5080198326533651 0.02161991654739282 0.058891956604351745\n", + " 0 0.7237759317938786 0.029078157277347347 ... 0.14469919142105617 0.016031822191877983 0.01828108129559096\n", + " 1 0.08010417627079867 0.02480238909324775 ... 0.9893529213614691 0.025694891153667646 0.0471103741472431\n", + " 2 0.09195065215678165 0.020595742371202846 ... 0.1760394983109057 0.021773161977640114 0.022550030961866634\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#integrate the kde data to get means and std devs\n", + "def kdeint(feature):\n", + " kde = sns.kdeplot(feature);\n", + " kdelines = kde.lines[0]\n", + " x = kdelines.get_xdata()\n", + " y = kdelines.get_ydata()\n", + " mean = np.sum(x[1:]*y[1:]*(x[1:]-x[:-1]))\n", + " std = 0.5*np.sum((x[1:]-x[:-1])*((x[1:]-mean)**2)*y[1:])\n", + " kde.clear();\n", + " return mean,std\n", + "cols = SDSS_pd.drop(columns='labels').columns.values#removes labels column, will be added back later but include all data\n", + "print(cols)\n", + "means = []\n", + "std_devs = []\n", + "for col in cols:\n", + " kdeint1 = kdeint(SDSS_pd[col])\n", + " mean = [kdeint1[0]]\n", + " std = [kdeint1[1]]\n", + " for label in labs:\n", + " mask = SDSS_pd['labels']==label\n", + " kdeint2 = kdeint(SDSS_pd[col][mask])\n", + " mean.append(kdeint2[0])\n", + " std.append(kdeint2[1])\n", + " means.append(mean)\n", + " std_devs.append(std)\n", + " \n", + "print('Values from KDE integrals')\n", + "label_names = ['all data', *labs]#make sure label list includes label for whole data set\n", + "#generate a table of means for all data plus each class\n", + "mean_tab = Table([label_names, *means],names = ['labels',*cols])\n", + "print('Means')\n", + "print(mean_tab)\n", + "\n", + "#generate a table of std for all data plus each class\n", + "std_tab = Table([label_names, *std_devs],names = ['labels',*cols])\n", + "print('Standard Deviations')\n", + "print(std_tab)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "fed0d87e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "#plot ug vs gi\n", + "# shows different labels assigned to data\n", + "plt.scatter(SDSS_pd['ug'],SDSS_pd['gi'],c=colors,s=0.2)\n", + "\n", + "mean_c = ['r','blue','orange','green']\n", + "\n", + "plt.scatter(mean_tab['ug'],mean_tab['gi'], c = mean_c, marker='o',edgecolors='black')\n", + "\n", + "plt.ylim(-1,4)\n", + "plt.xlim(-1,7)\n", + "plt.xlabel('u-g')\n", + "plt.ylabel('g-i')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "6cbb410b", + "metadata": {}, + "source": [ + "### Q2. Gaussian Processes + Emcee\n", + "\n", + "There are many sources with periodic light curves that are not strictly sinusoidal. Thus, the use of the cosine kernel (on its own) may not be sufficient to model the signal. The quasi-periodic kernel: \n", + "\n", + "$$K_{ij} = k(x_i - x_j) = A \\exp \\left(-\\Gamma \\sin^2\\left[\\frac{\\pi}{P} \\left|x_i - x_j\\right|\\right]\\right)$$\n", + "\n", + "is useful for non-sinusoidal signals. It is implemented in the `george` package. Note that the parameters in the kernel aren't the only parameters you might need... look back on your previous homework assignments and think about what I'm glossing over here. \n", + "\n", + "I've given you an example light curve file with a decidedly non-sinusoidal, periodic signal from the ASAS-SN project from our colleagues at OSU. " + ] + }, + { + "cell_type": "markdown", + "id": "09209dcd", + "metadata": {}, + "source": [ + "### 2a - Implement the model (11 pts)\n", + "\n", + "Examine this data, filter it as you see fit (I've included the file header in full - I'd pick one aperture, and look at the grades and notes about separate datasets). You can make tradeoffs here - more data that is potentially messier, vs less data so weaker constraints, but cleaner. Pick something that you can justify (and if you're struggling at 2c, examine this choice before twiddling with emcee). \n", + "\n", + "Write down a model for it with the likelihood function, an appropriate prior and posterior.\n", + "\n", + "You may wish to look at the `george` documentation again, particularly how some parameters are better log transformed if the expectation is that they are positive real values. \n", + "\n", + "https://george.readthedocs.io/en/latest/tutorials/model/" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "a2652f3f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
Table length=1294\n", + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
HJDMAG_1MAG_0MAG_2MAG_3MAG_4MER_1MER_0MER_2MER_3MER_4GRADEFRAME
float64float64float64float64float64float64float64float64float64float64float64str1int64
1869.7485412.2612.27112.22612.18412.190.030.0580.0270.0310.037A292
1875.7635911.49711.54811.49511.50711.5230.0310.0690.0280.0320.041B1221
1877.7618612.22212.24812.22212.24612.2840.0290.050.0250.0290.033A1539
1879.7536112.02312.04912.04812.05412.0490.0260.0370.0240.0270.032A1851
1881.7278311.56111.54911.55311.54211.5380.0290.0450.0250.0270.032A2154
1884.7093211.63711.66911.66111.67611.6660.030.0450.0260.0280.034A2295
1885.7196512.03412.07312.03812.06412.0920.030.040.0240.0270.031A2459
1887.7144311.74511.80211.7211.71511.7170.0320.0510.0270.030.036A2776
1888.7113212.17412.16312.16212.18112.1570.030.0520.0270.030.035A2935
.......................................
5118.8172312.11912.13612.19412.22312.2580.0810.0680.0630.0620.066D330346
5123.8311112.03212.05412.07212.0612.0710.0490.0470.0470.0510.055B330804
5128.8448411.78811.84311.84111.81211.7980.0550.0530.0510.0540.057D331391
5131.824511.8311.85811.86311.87911.9470.0560.0480.0430.0460.05B331799
5136.8477511.50511.47811.51511.52811.560.0540.0570.0590.0670.077D332140
5154.8368812.22312.23212.24312.25112.3020.0480.0470.0440.0470.05B333419
5158.7464512.412.4812.47912.40112.4270.0850.060.0580.0620.067D333842
5162.7881711.88811.87111.8611.87111.8790.0470.0460.0450.0480.052B334245
5165.7506211.9211.92311.90611.90411.8640.0480.0450.0420.0480.055A334609
5168.7389112.01711.98111.97611.92511.8850.0520.0490.0480.0550.062D334955
" + ], + "text/plain": [ + "\n", + " HJD MAG_1 MAG_0 MAG_2 MAG_3 MAG_4 MER_1 MER_0 MER_2 MER_3 MER_4 GRADE FRAME \n", + " float64 float64 float64 float64 float64 float64 float64 float64 float64 float64 float64 str1 int64 \n", + "---------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ----- ------\n", + "1869.74854 12.26 12.271 12.226 12.184 12.19 0.03 0.058 0.027 0.031 0.037 A 292\n", + "1875.76359 11.497 11.548 11.495 11.507 11.523 0.031 0.069 0.028 0.032 0.041 B 1221\n", + "1877.76186 12.222 12.248 12.222 12.246 12.284 0.029 0.05 0.025 0.029 0.033 A 1539\n", + "1879.75361 12.023 12.049 12.048 12.054 12.049 0.026 0.037 0.024 0.027 0.032 A 1851\n", + "1881.72783 11.561 11.549 11.553 11.542 11.538 0.029 0.045 0.025 0.027 0.032 A 2154\n", + "1884.70932 11.637 11.669 11.661 11.676 11.666 0.03 0.045 0.026 0.028 0.034 A 2295\n", + "1885.71965 12.034 12.073 12.038 12.064 12.092 0.03 0.04 0.024 0.027 0.031 A 2459\n", + "1887.71443 11.745 11.802 11.72 11.715 11.717 0.032 0.051 0.027 0.03 0.036 A 2776\n", + "1888.71132 12.174 12.163 12.162 12.181 12.157 0.03 0.052 0.027 0.03 0.035 A 2935\n", + " ... ... ... ... ... ... ... ... ... ... ... ... ...\n", + "5118.81723 12.119 12.136 12.194 12.223 12.258 0.081 0.068 0.063 0.062 0.066 D 330346\n", + "5123.83111 12.032 12.054 12.072 12.06 12.071 0.049 0.047 0.047 0.051 0.055 B 330804\n", + "5128.84484 11.788 11.843 11.841 11.812 11.798 0.055 0.053 0.051 0.054 0.057 D 331391\n", + " 5131.8245 11.83 11.858 11.863 11.879 11.947 0.056 0.048 0.043 0.046 0.05 B 331799\n", + "5136.84775 11.505 11.478 11.515 11.528 11.56 0.054 0.057 0.059 0.067 0.077 D 332140\n", + "5154.83688 12.223 12.232 12.243 12.251 12.302 0.048 0.047 0.044 0.047 0.05 B 333419\n", + "5158.74645 12.4 12.48 12.479 12.401 12.427 0.085 0.06 0.058 0.062 0.067 D 333842\n", + "5162.78817 11.888 11.871 11.86 11.871 11.879 0.047 0.046 0.045 0.048 0.052 B 334245\n", + "5165.75062 11.92 11.923 11.906 11.904 11.864 0.048 0.045 0.042 0.048 0.055 A 334609\n", + "5168.73891 12.017 11.981 11.976 11.925 11.885 0.052 0.049 0.048 0.055 0.062 D 334955" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from astropy.io import ascii\n", + "\n", + "tab = ascii.read('asas_data.dat')#, header_start = 0, data_start = 1, comment='#')\n", + "tab" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "21a45466", + "metadata": {}, + "outputs": [], + "source": [ + "#only selects grade A data and sorts sequentially\n", + "grademask = tab['GRADE'] == 'A'\n", + "tab=tab[grademask]\n", + "tab=tab[tab['HJD'].argsort()]\n", + "data = tab[tab['HJD']>=2500][::]\n", + "magind = 'MAG_2'\n", + "errind = 'MER_2'" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "e7030190", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10,3))\n", + "#don't use MAG_1 or MAG_0 due to column order being flipped in dataset\n", + "plt.errorbar(data['HJD'], data[magind], yerr = data[errind],c='k',linestyle='',\\\n", + " marker='.',alpha=0.5)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "07da0f89", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "78814203", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "11.974756457564574 0.006010869887439173\n" + ] + } + ], + "source": [ + "meanmag = np.mean(data[magind])\n", + "stdmag = np.std(data[errind])\n", + "\n", + "print(meanmag,stdmag)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "e1368078", + "metadata": {}, + "outputs": [], + "source": [ + "#define a model; for now just base it on the mean value \n", + "from george.modeling import Model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2afa011a", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "f1ec5e26", + "metadata": {}, + "outputs": [], + "source": [ + "#assume that all parameters are positive, therefore use logs\n", + "def kernel(logA, gamma,logP):\n", + " return np.exp(logA)*kernels.ExpSine2Kernel(gamma=np.exp(gamma), log_period=logP)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "fa781dec", + "metadata": {}, + "outputs": [], + "source": [ + "def lnpriors(theta):\n", + " mag_val, logA, gamma, logP = theta\n", + " #don't have a good guess for gamma, but assume it's positive\n", + " if (gamma <= -10 or gamma > 10) or (mag_val > meanmag+10*stdmag or mag_val10) or (logP>5 or logP < -5):# I know this is a huge range for the parameters,\n", + " return -np.inf # but for now im being generous\n", + " else:\n", + " \"\"\"\n", + " pm = st.norm.logpdf(mag_val,loc = meanmag, scale=stdmag)\n", + " pA = st.norm.logpdf(logA, loc=-.3, scale=1)\n", + " plP = st.uniform.logpdf(logP,loc=-1, scale=4)\n", + " pg = st.norm.logpdf(gamma, loc = -10, scale = 20)\n", + " logprior = pm + pA + plP + pg\n", + " \"\"\"\n", + " return 0\n", + "\n", + "def nlnL(theta, *args):\n", + " mag_val, A, gamma, logP = theta \n", + " t, m, m_err = args\n", + " gp = george.GP(kernel=kernel(A, gamma, logP))\n", + " gp.compute(t, m_err)\n", + "\n", + " lnL = gp.log_likelihood(m-mag_val, quiet=True)\n", + " return lnL\n", + " \n", + "def log_posterior(theta, *args):\n", + " if not np.isfinite(lnpriors(theta)):\n", + " return -np.inf\n", + " post = lnpriors(theta) + nlnL(theta, *args)\n", + " return post" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "12cca4b6", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "9570e4b0", + "metadata": {}, + "source": [ + "### 2b - Initial Guesses (11 pts)\n", + "\n", + "Make some initial guess for the parameters. For the period, use Lomb-Scargle to find the top three periods for this light curve. Initialize 1/3rd of the walkers to each of the top three periods\n", + "\n", + "Do the burn in with `emcee` - a 100 walkers and a 1000 steps should be plenty - you should find that the walkers have migrated away from the starting guess. Plot the chains. \n", + "\n", + "Make a plot of the log of the Posterior vs the log of the Period - select the periods with the highest log Posterior and change the initial guess for the Period of all the walkers to be in a small region around the Period with the highest log Posterior. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "81bd38d7", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "886a017c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1.35659566 0.64611461 0.35386539]\n", + "[0.73713932 1.54771303 2.82593336]\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from astropy.timeseries import LombScargle\n", + "from scipy.signal import find_peaks\n", + "\n", + "freq = np.linspace(0.1,2,10000)\n", + "power = LombScargle(data['HJD'][::1], data[magind][::1],data[errind]).power(freq)#samples_per_peak=5)\n", + "plt.plot(freq,power)\n", + "peakind, _ = find_peaks(power, distance=50)\n", + "peak_sort = np.argsort(-1*power[peakind])\n", + "freq_peaks = freq[peakind]\n", + "top_freqs = freq_peaks[peak_sort]\n", + "print(top_freqs[0:3])\n", + "print(1/top_freqs[0:3])" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "ac4258b3", + "metadata": {}, + "outputs": [], + "source": [ + "ndim= 4\n", + "nwalkers = 100\n", + "nburn = 1000\n", + "p0 = np.array([meanmag, np.log(stdmag), 1.,0])+ 0.001*np.random.randn(nwalkers, ndim)\n", + "\n", + "#set 1/3 of the walkers to each of the top frequencies, plus some randomness\n", + "p0[0:33, 3] = np.log((1/top_freqs[0])) + 1e-4*np.random.randn(33)\n", + "p0[33:67, 3] = np.log((1/top_freqs[1])) + 1e-4*np.random.randn(34)\n", + "p0[67:100, 3] = np.log((1/top_freqs[2])) + 1e-4*np.random.randn(33)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "09dd5c12", + "metadata": {}, + "outputs": [], + "source": [ + "t = np.asarray(data['HJD'])\n", + "mag = np.asarray(data[magind])\n", + "m_err = np.asarray(data[errind])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "d38bc132", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|███████████████████████████████████████████████████████████████████████████████| 1000/1000 [46:14<00:00, 2.77s/it]\n" + ] + } + ], + "source": [ + "#hoping that pool speeds this up somehow...\n", + "filename = \"samples.h5\"\n", + "backend = emcee.backends.HDFBackend(filename)\n", + "backend.reset(nwalkers, ndim)\n", + "#with MPIPool() as pool:\n", + "sampler = emcee.EnsembleSampler(nwalkers, ndim, log_posterior, \\\n", + " args = (t, mag, m_err), backend = backend)\n", + "state = sampler.run_mcmc(p0, nburn, progress=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "2183a0fd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAloAAAGdCAYAAADKXt17AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOy9d3ib53kufmODAEgABLj3kihRlESJWtaWbFneI45XYic+bpKmaVZPkyZN8mvSnCbHGW6auEmzvCNZliVbspY1SQ2Korj3AghiE3vv8fuD1/uEkChZdlZzyvu6fMkkMT98+N7nfZ57cNLpdBoLWMACFrCABSxgAQv4o4P7l34BC1jAAhawgAUsYAH/r2Kh0FrAAhawgAUsYAEL+BNhodBawAIWsIAFLGABC/gTYaHQWsACFrCABSxgAQv4E2Gh0FrAAhawgAUsYAEL+BNhodBawAIWsIAFLGABC/gTYaHQWsACFrCABSxgAQv4E2Gh0FrAAhawgAUsYAEL+BOB/5d+AX+tSKVSMJvNyM7OBofD+Uu/nAUsYAELWMACFnALSKfT8Pv9KC4uBpf7p+83LRRaHxJmsxllZWV/6ZexgAUsYAELWMACPgQMBgNKS0v/5M+zUGh9SGRnZwOY/aBycnL+wq9mAQtYwAIWsIAF3Ap8Ph/KyspoHf9TY6HQ+pBg48KcnJz/MYVWOp3GjaIx/xzt1wUsYAELWMAC/lj4c9F+FgqtvyIMDAygq6sLIpEIoVAIO3fuRGVl5Z/t+d944415CyqbzYbPf/7zN72vzWZDPB5HSUkJAMBoNCIYDF53u0Qigenpaej1euTm5tLvpVIpCgsLkZeXB6vVirVr197wuRwOB6anp6/7/cjICCwWCwAgGo1CrVajvr4+4zZZWVmYnJxEaWkp1Gr1vI8vFApRV1dHP5vNZhw9ehQymQwA0NPTg3A4DACYmppCPB5HOp1GLBa77rF4PB6i0Sj8fj8KCwshEAhQVVVFf/f5fEgmk3C73fD5fKiqqsLHP/5xOByO6y4SiUQC9913HxQKxQ2PzV8C3d3dsNlsH+g+Hzbr/mYbgRUrVoDH473vY7S3t8NsNr/v7bKysvCJT3ziA7/GPzaGh4dRWVkJiUTyl34pfxZcunQJGo0GAoHgz/7c6XQaqVTqz/68fyiCwSAeffTRP1sH588Bm80Gg8EADoeD4uJi8Pmz5QyPx4NSqbzpfROJxJ/jJRIWCq2/Ivh8PuzYsQPl5eVwuVx47733aEGfCw6Hg7q6ultaVG6Gvr4+6HQ6ALMXGJlMhvvuu++62+3duxfpdJoW/paWFvT29iKRSEClUiEnJwcjIyPIysrCxz72MQDAoUOHsH79+usea3R0FBcvXoTf78emTZvA4/FgMplQUFCA9vZ2FBQUwGAwgMfjIS8vD+Xl5dc9xunTp6HVaiESiRCPx3H16lUIhUIMDg7i9ttvh1arBZfLhcPhQEVFBYDZ4onH48HtdiMQCCCZTOLZZ5/NuJiHw2FkZWVhcHAQPp+PvsxTU1PgcDhIpVKwWq2YmppCXl4ekskk/H4/8vPzweVyIZVKIRaLsWzZMnpMl8uFuro6CAQCfPazn8Ubb7yBrKwshEIhJBIJKBQKFBcXo6enB8PDw4jH44jH43j44YchFovpcaLRKLq6utDV1YUVK1ZkHI9EIoFLly5hfHwcfD4fQqEQTqcTTqcTubm54PP5UCqVKCsrw/3330/nTW9vL4xGI3w+H4aHh6mIEQqFWLVqFX3eXV1dcDgc9HxcLhdCoRAAUFFRgf3796OhoeH6E+wPhFwux+LFi2/pPJ+YmEA4HL6l7nN7ezt27tz5vrfbs2cPPv7xj//B37M/FNPT01CpVB+40EomkxmfK0NpaWnGJue/EyYnJ9Ha2oply5bRxobD4eC2226DSCSi2zGyMwOHw/mjFBkajQZnzpy5biHv7e1FIBCY9z4ymQwrV678UM+n1+uh1+s/1H3nwu12Y3JyEvn5+X/wYxUUFCArK+uWb59Op9Ha2kqF0B8LGo0GCoUCHA4n49gHg0GUlZXR+QHMitcKCwuxaNEiAEAoFPqjvpb3w0Kh9VeERCJBF/Xc3FysXLkS0Wj0uttNT0+Dz+ejtrb2D3q+AwcOoLy8nJ5TKBRi7969AGaLjmeeeQYulwvt7e1Ip9PgcrlIJBIYGRnBzMwMEokEmpub0dzcjD179mDJkiUYHh4GMNv1+dznPgcAsFgs9EURiURYsmQJioqKEAwGEY/HMTY2BrfbjcHBQcjlcvj9fvT29sLr9dIXZ8mSJZBKpYjH4zh9+jR+8YtfoLKyEkajEQUFBeDxeEgmk0gkEnC73cjNzUVeXh51BBctWoSnn34a//Iv/wIej4epqSmoVCpcvnyZLuCvvfYaHnroIXi9Xmg0GqhUKgCzF9lYLIZQKIQ77rgDZrOZOnd5eXl07DQaDSQSCex2O4aHh7FhwwbEYjHMzMxQ0VRQUIDjx49j165dAGYXCI/HgxMnTiAQCKCsrAxmsxmXLl3K+KwMBgOUSiXOnj2LS5cuQS6Xo6qqCi6XC4FAABcvXkRZWRny8/MRi8Wg0+lgs9nQ09MDqVSK7OxsKBQKXLlyBWKxGG63G729vSguLobD4UBVVRUVTzqdDlarFWVlZaivr4dWq4VSqaSFzG63Y9u2bbBarXA4HNi9eze+/vWv/0Hn4nz4xje+gXQ6jaeeeup9b3v+/HlUV1ffEvF1Zmbmlgqt06dPw+l0/lEWrz8EiUQCyWTyA99venoaWq024zqRTCZx5swZfPSjH/1jvsQPjPPnz8NgMODUqVMZBZJUKoXb7YZMJqPzcXJyEmNjY5DL5XS7VCqF7OxsunbpdDo888wzf3DXj20Aly5dSr9Lp9NIJBJ44okn5r3Pnj178Mgjj9xwTBWPx2/YJTt16hSeeOIJutZ8WJw7d442p38IPB4P4vE4tmzZcsv38Xq9EAgEuPvuu6/7G5/P/9AblT179uCJJ5647rjabDYcOnQoo9CKxWLo7e1FdXU1gIWO1gJugkQikbErWLJkyby3U6lU0Ol0f3Ch5XK58J3vfGfeC8S+ffuQSqXw0ksvIRgMIhwOw+VyYXp6GsPDwygvL4dOp0M8HsfAwABmZmZQXFwMi8UCLpcLk8mEl19+GXw+Hy0tLaiqqoLD4UBPTw9isRiUSiWNyzweDwoLC2G1WhGJROhi4Xa7EY1GIRAIoNFooFQqYbfbodPpsGPHDggEAnC5XIRCIfD5fOTm5sLr9cLpdCIcDoPL5VJn68iRI/jxj3+MVCqFmpoaWK1WvPbaa+DxeLj99tuh1+thMBjwyiuvoKSkBBwOh76srPsUi8Wg1+shFotp7BiNRlFaWgq/3w+Px4Pq6mpIpVL4/X6Mjo5S4dja2goul4vs7GyEw2FMTk5mHG+fz4dYLAabzYaJiYnrFlY2Tl61ahVSqRQsFgtOnjyJwcFBcDgcTE9P49KlSygsLEQqlYJcLsfMzAwKCwupqE0kEhgYGIBCoUAymYRKpUJxcTEAZOxgpVIpPB4PnE4nNBoNJicn8dWvfhWbN28GMFuQ8vl88Pl8JJNJ7Nix4w86D28E9rlaLBYUFRXd9LZZWVnzdn+vRSKRwMTExHUX8VAohJ6enozbejwevPnmm3SMboZ0Og2n04l4PP6+t2UoLCy86YicYXp6Gh0dHSgoKLjp7ZLJJEpLS7F27VooFApYLBYsX748Y1QNzBYlbEP1x0JnZ+e8o/O5cLvdsNls4HA4SKfTqKurg8ViySi0gsEgdDod+Hw+0RjMZjMcDscNO1bpdBo+nw8ikQgSiQTV1dXzdtNvBcFg8LrRvNfrvWmnNDs7G4FAYN7Xl06n8etf//qGn93Vq1fh8Xg+UAdpPhgMBiQSies+6w+KWCyG7u5u+Hy+6/4WDAYxMzNz3e99Ph+ys7Nx5MiR6/4WCoVuaaN0I8y3NuXn5+NTn/pUxu/S6TQEAgEVwz6fD3/zN3/zoZ/3g2Kh0PorwrWF1o1QUFCAK1euzPu3dDqNwcFB4g2xscHcf0tLS2nxuPZEbm1thclkglAoRDweh0ajwT333IO6ujqMj48jNzcX0WgUn/zkJ/GrX/0KCoUCDz30EI4ePYrbbrsNd911F8RiMUZGRrB161a8++67kEgk+Kd/+ie0tLRg27ZtiMfjKCgowIULF9DT04OJiQlwOBxEo1Hs2LEDjY2NKCgowOnTp8Hn8zEzM4OcnBwkk0kolUr4fD5IJBIUFhZicnIS0WgUPB4PK1euhFwuR1ZWFnJycsDhcKgIyc/Ph0QiQUNDAxYtWoTBwUGsWbMGTqcTQqEQQ0NDEIvFWLp0KZYvX46CggIUFxcjlUrh9ddfh8vlQjAYxMc+9jFMTU3h9ttvBzB7gfN6vYjH4wiFQli9ejVSqRRxugoKCjA6Ogo+n4+uri6sWbMGH//4x7Fu3bqMz2xychIqlQpjY2MQi8UZu3dgtsP4yiuvoKGhAc3NzaiqqoJAIEB9fT2am5vxzW9+E3w+H//2b/+Gffv2IScnBwaDAUVFRdi2bRs0Gg3q6urQ3t6OLVu24KWXXkIgEMADDzwAkUiU8XrGxsZw8eJF9Pb2YuXKldBqtVAoFDRuisfjNC5RqVRobm7+UB0XADfd7XI4HGzYsAGnTp3CY489BmC26NDpdEilUvB6vSgsLAQwO95NJpOwWCw35fZEIhGEQiHweLyMcbjZbEYgEMjY3CxduhQqleqW+WSVlZUZ4633w7lz55Cfn4/Dhw9DKpXS761WK2w2GxwOB3g8HsLhMBYtWvS+nYFYLIbLly+ju7sb8XgcixYtwurVq6+73f3333/LrxGYLaLmjo7ng0AgwB133JHxO6PRmNGR7+vrw+7du+kYpVIphMNh7Nq1K+Mzk0ql2LZtG/08NjaG7OzsGxa8kUgEBw8ehEQigVKpxMGDB+HxeD7Qe2To7u5GTU0NRkdH6Xd+v58oCPNBpVKhvb193nFsIBBAPB7P4Np6PB6YTKaMv4vF4hsWYxwO533PK4VCgbNnzyISidDv1Gr1ddeRW0EgEJh3nBmPx3HnnXfO+1qqq6upAzkX+/btQzwe/5Pz7di1/i+FhULrrwjJZPKGhVY6ncYvfvEL8Pl8PPjgg4jFYhgbG7tuFykUCjEwMEAXWHbysRMxFArRyCgajaK1tRVbt24FMLsL2L9/PwQCASKRCE6ePIn8/HwIBAIEg0Hk5+dDo9EgEAhgeHgYRqMRHo8H3d3dMBgMmJiYwI4dOyAWi1FUVIQjR45gcnISBQUF+OY3v4m+vj7k5+cjFAqBw+HA6/XizjvvhMvlgtvthkQiQTqdxszMDJHM3W43qqursW7dOvB4PLzzzju0a12yZAlcLheRzHfv3o2cnBwqzNhY7uMf/zh0Oh0cDgeWLFmCaDSK7OxsJBIJ1NXVobOzE3K5HNnZ2dixYwccDgcUCgUaGhpo1l9QUIBgMAiJRIKsrCx0dnbCYDCgra0NkUgELpcLLpcL3/ve98DhcMDlcjE5OQmXywWn04lQKASz2YzLly9jamoK09PTyMrKglarRTKZxNTUFEQiEfLy8rB69Wo88MADAGY7Zk6nkz6LTZs2gc/ng8PhQKlU4r777kMsFoNMJkM6nUZTUxM0Gg3eeust5OTkIBQK4dKlS9Dr9TRKFIlEKCoqwvj4OC5evIjm5ma68KdSKezduxf/8i//gtdeew0rV67EkSNHMDY2htzcXJSXlyOVSkGlUkGtVuOtt976QF2cuRgbG4NCocgYd+j1eigUCuTk5MBms+E///M/YTKZqBDp6emhUd7x48epaHA4HPD7/dDpdFi0aNFNL+wcDgejo6M4d+4c6uvrUVJSglAohJKSkgxOYEVFBXbu3JlRBAGzGyKXy3XT93bp0iUEAgE4nU5YrdZ5bzM8PAy/34+pqSk89NBD1NWIRqNobm7GwMAAfVcaGxvft6uXSCQQjUbR2NiIq1evQqFQzNtlYIhGo9BoNBm/Y11XLpeLnJwcpNNptLW1XccLvBYcDue6ro/VasWaNWvo55mZmYxOUyKRwPj4OMrKyjKOu8FgyOj0SSQS8Pn864QtDPF4HB0dHVi2bBlKS0sRCoVgMBhu+npvBKPRiOzs7Os6OrFY7LpjNfdvNpttXvGP3+9HLBbL2IiMjY1BKpVCJBLBYDCQKfaNxt7JZBKxWOx9ld9zxT3hcBh6vR6NjY03vc98WLRo0bzvxefz4ejRo/N2za7tBjOMjIzAbrfTaNTr9VJXTKlUZpwfc5FOpz8w5yudTpMoZy5/78+BhULrrwhzOVrXIp1OQ6VSoaGhARaLBfF4HJcvX0Zzc3PG7Y4fP45Vq1Zh8eLF8z6Oy+XC6Ogo8ZlMJhNeeuklPPPMMzCbzSgqKkJTUxO0Wi1MJhNKS0vB4/EQCoUQiURo59XU1IT33nsPEokERqMRlZWVcDqdiEajSKfTUCgU0Gq1iEQiaG5uRjgcxsDAAG6//Xb84he/gFQqhc1mw3vvvQez2YxIJAKFQoF4PA6r1QoOhwOfz4dQKISOjg7iP8ViMTQ0NGD16tVobm7GlStXwOFwYDKZsG/fPpSVlYHL5VKnIxaLoaysDDk5OfjNb36D/v5+6HQ6JBIJ9Pf347777sPJkyep9d7W1oa6ujpYrVb8+te/hsPhgFarhVqthslkwoULF7Bo0SIUFxejrKwM1dXVaGhowIEDB3D8+HE0Nzejra2NiPFbtmyB1+tFNBpFcXExRkdHce+990IikcDtdoPL5cJgMECr1UImk8Fut8Pj8dC40u/3Y2RkBJcvX8aKFSvQ3NxMRSSXy4VMJoNGo4FQKEQgEACXy0VTUxMmJiaoc1lYWIi2tjZs27YNWq0WTqcTY2NjiEQi6OrqQiAQwOTkJJH4c3NzkUgksHPnTrjdbigUCly+fBl6vR4ikYh4eDk5ORgdHf2DiMCJRIIKLavViu7ubuTm5qK6uhoKhQJr167FSy+9RBuKWCxGXD2pVIrPfvazdN/h4WFMTU1BJpOhubkZk5OTSCaTGB0dzVAZjo6OgsfjweFwIBqNoqamBnq9HlKpNIMrMzo6ip6eHojFYshkMuKtaLVajIyM3JBXI5FIMDAwgI0bN6K4uBhPP/30vLc7cOAANm3ahMOHD2P9+vXUNYnH49i6dSvUajX8fj+SySSam5uJr3gjpNNpElLEYrH37VxNT09DJpNlCBmSySS8Xi8SiQR8Ph8CgQAqKipu+twzMzMYGRnJ4Myk02mEQqGMbuBDDz2EpqYm+jkSieDq1asQiUQZ3SCZTJbxc15eHiKRyA0J/Ol0mjZAubm5+MhHPnLT930zvPHGG3j00Uc/sJ3N5cuXYbPZris2L168iI9+9KMZReL+/fvxwAMPECf2iSeewJ49e/Dkk09+6Nd9LXw+Hy5cuIB77rnnj/aYRqMRWq32A/G3ent7MTg4iFgsBqFQCJ1OB6VSCalUis7OzpseZ6lUin379t1SRzmdTsNiseA//uM/AGBebvOfEguF1l8RbjY6TCaT4PF4UKlUGBkZQSQSQXV1dYbCDZhtz586dQpqtRpLlizB1NRUBhHz6NGjuHTpEvr6+siSYHp6GleuXMGpU6cwOTmJkpISxONxlJaWQqvVApi9+PN4PHg8HrjdbpjNZsjlclRUVEAgEKCgoADT09M4duwYjclUKhXdxuVyQSaTQa1WQ6FQ4FOf+hTeeOMNbN68GUajEa2trVAoFKipqcHWrVvh8XiQk5OD1tZWRCIRNDY24sSJE7Q4OhwOXL16FVqtFkKhkDo8SqUSGo0GLpeL1CozMzOQSCSwWq1oaWlBbm4u0uk01Go1du3aBb1ej7a2NuoIDA8P4/HHH4fD4aDRmsfjQSwWg8lkQl5eHvR6PYqKilBdXY2pqSlIJBIUFxdjw4YNMBqNWLlyJcbGxiAQCGAymZCbm4tYLIbs7Gx0dHTQQlZfX49Pf/rT6O7uxrp16+BwOCASibB161aIRCL8+Mc/xvj4OD7ykY+gpaUFr732Gh588EEUFRWRLQQbMbHuWyKRQCAQQEtLCx544AFwuVxEIhFIJBKsX78eLpcLsVgMKpUKjz76KGQyGSYnJ7Fp0yZwuVx4PB5Eo1GUlJSgpKQE27dvh1QqxZo1a2AwGCASiXD33XejuLgYOp3uhiThG6G3txc9PT3XXUCHhoawbds24pMxQjKHw4FYLMZDDz0EmUyGbdu2wePx4Ny5c3jxxRchFAoRi8XQ0tKCSCSC/+//+/8gEAhgs9mwdOlSdHZ24vHHH6fv0alTpyAQCNDQ0ACtVovbbrsNV65cQW1tbUbxJJfLsXTpUigUCpw4cQKpVApcLhfJZBJ1dXU3LD46OzuxfPly3HfffYhEIteNVSUSCTgcDmQyGQQCAfLy8sDj8TJGL3w+HzKZDKFQCKlUiv5+9uxZ2oiEw2E8/vjjGQRwpjpl/94MPB4PHA4HJ0+evCkZ++Mf//hNR2cWiwWjo6NYvnx5xu+Hh4exe/fuG94vlUpBLBa/L7dOJBLBbrfjP/7jP24oTBgaGsLbb7/9odI8dDodvF4vANB1ZD40NTXd8PkdDge2b99+XaG1detWcDgc+P1+ug57vV6Ew2GEw2GEQiF4vV6EQiF4PJ4/2vgrHA7D7XbT+2LP94fA5/NhcnLyAx1jt9uNrq4ufPKTn0ROTg4ikQiWL18OuVyOWCx23fkxMzMDp9NJG8nbbrtt3vHn1atXqQvPUFVVRd22BdXhAm6ImxVarNulUqkwOjqKycnJedvCixYtQiwWw9mzZ1FSUoLW1taMHStTtvl8PkQiEeJy9ff3Y8WKFVCr1dDpdBCJRFi6dCnC4TCEQiH9y9RzHA4HNpsN27dvh0wmQzwex/DwMDQaDX7zm9/A4/GQjcOxY8fgcrlgMplw8OBBUuGwEWAgEIDL5UJxcTFisRi8Xi86OjqwYcMGNDQ0gMvlYu3atejo6IBYLEZ5eTl27NiBy5cvo6+vD4WFhSguLkZTUxPkcjlOnjyJTZs2IZFIIBwOQyqVYtGiRSgvLye7g1AoBC6XixdeeAEnT56EXq9HdXU16urqYLfbEYvFkJWVha6uLlitVuTn52NkZAROpxNHjx5FYWEhHatTp07B6/UinU5jbGwMqVQKDQ0N8Pv9OHHiBAwGA3Vi5HI5Vq5ciUQigUQiAYFAgMOHD8Nms6Grqwv5+fkoLy/H8PAwbDYbxGIx7r77bnzxi19EaWkpfD4fKQwZpqam4PP5YLVacfr0abzzzjsYHByEVCrFSy+9BIVCgf7+fhw7dow4dsDsRa29vR0qlQoajQY8Hg98Ph99fX2YmZmBTCaD3+/HhQsXkEqlsHLlyowx4a3uNMPhMF04RSIRfD4f7rjjDoRCITQ2NmLLli30WPMVbZcuXSLuCSt2otEoFi9ejLGxMXzzm99EdnY2nn76aTz33HMQi8Xw+/2orq5GY2MjBgYGqAjw+XwwmUxIJpNYtmwZEokEli9fjunpaTQ3N2cQmh0OBxYvXkyWI5WVlZDL5UilUhAIBBnKtLkwGAy0CLz88ssZ3CJWBCsUCnR1dWFmZgZms5kKW2DWTiMUChFPKxaLwefzYWJiAsFgkDof586dg9fr/dBKu2QyiVQqhdWrV2dw9D4opFIpdbJfffVVKvDa2tpuer9wOIz+/n7Y7XaMjY3R76+9n8vloo7zjQodHo93U6WZ3+/H1atXMyxTGMbGxjIKybfeeuu623i9XnA4nOueP5VKYcOGDWhvb4ff788olNjx1Wq1sNlsyMrKgslkwtjYGA4dOgQAMJlMeOedd2C1WvHqq6/elIeXTCZpNJabm4v6+vobdoRSqRR0Oh1aWlpInHTtCPyDIp1Ow2g04sSJE7d8n3A4DK1WC6PRSJOHgoIC8Pl86PV6tLe3Z9xeJBJRZzQWi+GFF16YV/Qlk8luOEpmz/vnxEKh9VcE1rW62d+EQiGeffZZ/M3f/E1Gqx6Y/SJYrVbk5ubCYDCQgehcvsOxY8dgs9mQl5cHnU5HrXu5XA6FQoHs7GyIxWIcO3YMwWAQXq8XPp8PNpsNEomEiOgFBQUQiURIp9OQSqVYuXIljW7YBUapVCKVSoHP5yOVSpEpqcFgoF363IsjM/fct28fqqursWnTJhQWFuLgwYNYtGgRTCYTBgYGUFhYSJwjs9lMCjmJRILs7GzI5XKUlJRkdI40Gg3S6TR2794Nh8OBrq4uTE5OIhAIIBKJQCAQ4OGHH0ZBQQFaW1uxaNEizMzMwGg0UieqrKwMoVAI8XgcRqMRXq8XtbW1yMnJwdNPP43Ozk5s3LgRLpeLxpyVlZXYunUrDh06hMLCQkQiEdTX16OzsxNlZWVobm7Gq6++img0iu7ublIlptNpaLVajI6OYv369bh48SImJyexaNEiXL16FV6vF1NTU9TRUqvV4HA42LNnD4xGI5LJJEpKSrBjxw66mFVUVKCwsBBXrlyBWq1GLBZDKpXCI488gitXrmDXrl302S5duhSFhYV47bXXsGjRInR1dWFgYAAymYwWk5uNuhmYP5hUKoXL5cK2bdsQjUYhEokyPn9mH3IjsEIsFothz549cLlcSKfTGBgYwIEDB4ig29nZiV27doHH412nAnM4HHjjjTewc+dOjI+Pw2w2w2QyYXp6Gk6nM0P5ZTKZcOLECYyMjCA3Nxejo6NkCcL4dH19ffO+1pmZGRw+fBjBYBAajea6HTlTKPr9fuIF5uXl0cLhdDqxevVqeDweaDQa+P1+rFmzBo2NjRlEZKlUOi+XZu7z3KxDwjptf6j/UTqdRiQSwVtvvYXp6WmsXbuWvu83M5YUCoWQy+UQCoVQKpWIxWJobW297jWz68LNeHc8Hu+mXMFQKISysjIyIp573Ukmk9iwYUPG+wEyhUJWqxWhUIjsA+b+/tKlS8jOzs7oXKZSKZw7d45EKSqVCnw+H2VlZfj85z9P1+S33noLTzzxBBwOx/v6aY2NjdFUwWq1YuvWrZBKpdcJnhjee+897Nq1Cx0dHdi+ffsH7jzPBzbqvFUEAgH88pe/xP/+3/8bwOzY9MEHH8Tg4CCOHj2KO++884b3TafTeO+997B7926YzeYP1KVasHdYwE1xowvj3CJMJBJBoVBct0OJRCKw2WxobGxES0tLhtqjp6cHWq0W7e3tyMvLA5fLJaLu5z//eVIM7d27F+vWrYNWq0V5eTn5SRmNRpw+fRpisRiJRAIWiwUTExPIyclBYWEhent70dvbC61Wi8cee4z+9rGPfQx33XUXBgYGcPLkSVy5cgWhUAjBYBA8Hg86nQ4mkwkejwdtbW1Qq9WIRqPQarUoLCyEUqnE4OAgPB4PkskkFAoFBAIBFi9eTLt5Ho8Hu90Og8EAv9+PsbExTExMIJVKQa1WY2hoCAKBAENDQ3j55ZchFAphs9lgtVrhdruRTCYRCATw8ssvg8fjwefzYWRkBMFgEJFIBH6/HyKRCNPT0xAKhUgmkxAIBGSMGo1GoVKpIBQKkUgkEIlEcPHiRYyMjGDp0qWYnJyEWCxGKpVCNBqF3W6H1+uF2+1GXl4eXC4XcnJy6DhwuVxcvnwZdrsdZWVl6OrqgkwmIxWXwWCgrldlZSUMBgMmJycRCoWg0+lQWFgIp9OJy5cvQyqVIi8vD2KxGDabDfn5+SRWYO17DocDgUBAC5VIJKKuVzAYJB+0oaEhrF69+n0LLVa83HbbbXC5XNi1axfy8/MxMTEBl8sFs9kMn8+H0dFR2Gw2xGIxrF279oaFFp/Ppwunz+dDaWkpmpqa0NLSgsWLF+Pxxx+nTsX58+epaGIqLvZ62dhiyZIluHr1Kok5jEYjGhoaMgoOm82GFStWYNOmTaioqEBfXx/cbjc5tOfk5GSQgouKiiASieByuTAyMoKJiQlSas5nugvMcqTq6+uh0Whgs9moa8eKUIVCAbFYjFAoBKFQeN33/WaFVlZWFvbu3UvvnXHz5sLhcMDtdkMul1OnRigUYvny5R9ohOXz+SAUCtHV1YWqqipyV2ffjWuflyEYDBL3k1k4VFZWoqGhIaOgDAaDsFqtyMnJueGxVKvVNz3WxcXF1E02Go3U3WXv+f3sFSQSCRKJxHW3mzuumgvmTdfQ0ICuri7U19fT59fZ2Yk333wTsVgMpaWlVGDdKKkiHA5j//79UCgUuOOOO9Df348jR45ALBbTY84VPTFMTU2hu7sbw8PDeOCBBz6QMWowGLxuNAfMnrP//M//fNP7hsNhrFy5Ek1NTVi2bFnGRiORSIDL5aK7u/t9C3EAdJuqqqobHp/5sGDvsIAPhWu7XSUlJdedeKy1np2djenpaezfv58u/IODg1i3bh0aGxuhUCggl8sRDAbh8XjQ0dGBFStW0MU2KyuLip26ujoUFRWhvb0dtbW14HA4GBsbIw6V2WzG0NAQ+Tw1NTVh3bp1OHr0KPLz80kN5nA4EAwGoVarIRKJMDIyglAohJaWFlLH5eXl0YLV19eHsbExFBcXY3h4GB0dHTCbzVTI2O12JBIJ+iKy3TGPx8Ndd90Fh8OBmZkZqFQqeDweNDU1YWZmBsuWLYNOp4NQKERhYSEtrszcdMWKFVAoFFCpVHC73Th48CCi0SiWLVtGC4rP56OLx/j4OCYnJzE+Po7R0VF4PB5MTEyAx+MhEolQi7y4uBgTExPw+/04ffo0HA4HBAIBAoEArFYrEokEdSCysrLgcDjIC6uoqAixWIwuUkuXLkVdXR2amprw3HPP4Zvf/CYmJyeh0WhQU1NDo1y/34+SkhLU1tZiamoKer0e3d3d5DPGlD2jo6NkRguAOE/pdBput5sWkoGBAfj9flitVuoy9Pb24re//W3GeehwOGj3Pjo6ColEAr1eD4fDgampKQwMDGD9+vWoqalBTk4OhEIh7Hb7DQstkUgEi8WC4eFhDAwMIJVKke/Z0NAQ9u/fj5qaGnA4HJjNZuzfvx8FBQWIx+OYmprCxMQELly4AJvNBqfTCYFAgMnJSUilUszMzNACNNfbjJ2fNpsNhYWFiEajmJ6eRmtrK4xGY8Yi4fV6kZ+fj4qKCkxNTVHh0NfXR+fBfIjH4zS+Z/8PzErlR0dHadTkdDoxOTl53SJvsVgQjUbnVQQ+9NBDGT/v2bMH//AP/5Dxu/7+fkxNTaG2tpboBSdPnsS2bds+kC0A+2wMBgO2b98OYJaMbDKZEI/Hwefz5/WYYlEqdrud/LUKCgqIV8SQTCYxMzODwcFB+P3+eRdno9EIs9mcMYKce//JyUnU1NRArVaTBQi7fjJRwM3g8Xjg9/tv2kGci3Q6jVWrVkGpVEIkEqGgoIBGqkydLZVKMTY2hrfffvumj+X1emGz2ZCdnY0TJ05Aq9WSsejNOjfM+w+Yta2Y79jcCHw+nwRFczE3muxmr1ej0WBkZAS7du1CUVERzp49C2CWS3f69Gno9XqkUilMTU3dtCvucrk+lHv+rX5OfywsFFr/j+DaQquiouK6i2EymaQdzfLly1FeXo5EIgGZTIZ//dd/hVqtxt69e0mmLBAIUFRUhE2bNuHQoUOQSqXQ6/XkdTUwMEBjJovFAovFgqVLl4LH4+FLX/oS/H4/+vr60NHRgbVr1+LkyZNobW2lzsXk5CR1bMbHx+HxeGiUODQ0RNwUsViMaDSKaDSKcDhMpHnmPaNWq5FOp1FWVkbjp5KSElqA/H4/ysrKiFxrs9lQUFAAj8cDn8+HYDCI8fFxhMNhXLlyBTabDTweD7t27UJ5eTny8vKIjL9q1Sr09vbi0qVL0Ol01M25ePEiZmZmEAwG4fP5kJeXR0ICYHaXGgwGqUvFOh4f/ehHMTIygiVLloDP56OjowOf+cxn8O6776KlpQV33HEH9u7dC5vNBqVSCblcDqlUilAoRAVvMpmEyWSC1+slN/z/+q//glKpxLFjx8jJ3WazYWRkBLW1tZicnITb7UZ7ezsCgQASiQRFEhUWFsJisUAsFsNqtaK/vx9msxnT09OQy+XQ6/XgcDgoLCxEd3c3ddMkEgk52Hd3dyOZTCKdTuPw4cPEdaqqqkJ+fj6NBrRaLY0HhEIhdQHz8/Nx++23o7W1lQpDHo+H7u5ulJWVZVg+VFZWwuFw4L333sPk5CTkcjm8Xi99PkePHsWDDz5ISkKPxwOpVIoTJ04Ql1ClUqG+vp4WENbNu1FsD4fDgVqtpu4V8PsUAKZwY79nhWdOTg6Z2TocDurs3IhonkqlMD4+jpmZGeI4MbCR4/T0NFwuFxKJBJxOJwoKCmh8xeVycfbs2YwN18TERIbHHusqHTp0iM5VDoeDnTt3QqvVYmZmBitXrqQirqysDN3d3SgpKYFGo8G+ffvA5XJRXl5+3XFSq9UQCARwOByUScc6UdFoFOPj4+DxeBRBdS3C4TBSqRRx5QDcMIOyqKgIXC4XVqv1ukIrOzsbeXl5WLZs2by8wXQ6Db1ej9LSUqhUKvj9furosudk/LgbQSKRwOl0vu/t5sJms8Fms0Gv1yM/P5+uzRqNBjKZjExZ30+0wOgZ7HbsGLNC6p577pn3+KZSKdx9993Iy8tDWVnZvIUTMNv9YaKna+8/F8xX7v2QTqfxzjvvoLe3F/39/UilUrj99tuRn5+PsbEx1NXV0edcU1NzU47h2NgYlixZ8oFFAgv2Dgu4IW5GLk4mk+Byuejo6LhO3cMQDAZx9OhR1NTUEC+mqqoKK1euxFtvvUURCfF4nHgyLpcLPT09KCoqwsMPP4wvfOELmJ6eRiAQQDgcxkMPPYQtW7bg9ddfx+HDh7F27VqMjIxQK7e/vx/l5eX49re/TXYBzz//PF566SUMDg5iw4YN2LJlC3VCsrOzEY1GyVcqOzsb6XQayWSSuAcqlQpcLhfhcBgWiwUzMzPg8XgoLy+HXC6HUqmETCZDIBBAKpWCUCiESqXCrl27kE6n4XK5EI/HMTk5ieLiYuryBINBlJaWwmKxEPne5XIhKysLMzMzsNvtsFqt1M1Yt24d4vE4OBwOVq5cidOnT0MikUAgEOD222+Hy+VCOByGz+dDNBqF1+uF2WzGjh07EAqFoNFocOrUKZhMJkxOTlL3hHU75HI5zp49C4vFQl4zjEvG8hh5PB4VlYFAAAaDgcYzPp8Pv/71rzE9PY26ujoYjUZUVFRQvh1zVQdA9gWpVAoKhQJ8Ph9bt27FmTNn6DlYx0wqlWLt2rUQi8Xo7u7GkiVLIJfLce+99+LIkSMwGAwoKSnBsmXLMDg4iCeffBJ79+7F3XffjampKQCzC9Pw8DACgQDtgpmZLjNXrKurQzqdJn4Nl8ulMOG8vDw4HA4YjUakUilUV1dTuKxEIkFtbS2pY2+//XacO3cOHo8H4XAY8XicxtAejwff+MY34HQ6MTo6ik2bNqGqqgoqlQoOhwMrVqy4TgKfSCQwMzODVatWkTqRvf5UKoWsrCx0dHQQGT4YDILP55OPG1MRsjDxG3kZvfHGG9i+fTu8Xi9cLleGueiFCxdQV1dHHLdNmzZhzZo1OHv2LD0e4wrOJY9PTk5CJpPRpmxmZgY7duyAUqkkb7bBwUEMDAzA5XKho6MDdXV1GVw5ViC0t7dDLpejsrISXq83o8jwer3gcrlobGyEXq8nwQrzRfL7/VCpVAiHw3j44Yfn5YExtSLrgt0MzFqgqqoKRqMx47NyOBzYsmULPvKRj8zbHYlGo5iamsKqVaugUqnA4XDwxBNPUMEikUjIEPdGMJvNmJyc/EDWBgzXPn5WVhapYOcD8xdjhc7o6CjEYjFtPGtqahCNRpGXlweNRoOLFy/Om8PY1tYGp9MJk8lEZq7zgc/no7Ky8obFzOrVqyGVStHX13cdR+1G+OQnPwmtVovOzk6YzWa8/fbbqKysRH9/P01F2DUeALZs2YKamhrKpGUoLCyEx+P5wIanN8ql/FNhodD6fwSsW3Xs2LEbOgj7fD5UVFRgx44dWLFiBflT2Ww2XL58mQobFlcRi8WgVqsxMTGByspKhMNhLF26lMZuzAE8EongxIkTFCXDuFFSqRQ5OTmIRqPo7++nIop5HJnNZhr5ORwOqFQqqFQqmM1mVFZWorOzk/L6OBwOcnNzsWXLFnzpS1/CD37wA3zsYx/D5OQkLl68iLNnz6K+vh4cDofMRefGd8RiMQwNDSEejyMvLw+FhYWkOGSjO0a85fP5cLvd6O7uht1up9HY9PQ0XYwKCgqQTCYhlUrB5/Nx9913Y2BggHykHnjgAXKN7+/vRzgchtVqpWKCx+MhFovhvffeQyAQAI/HQ2FhIe1CWQF44cIFFBQUYGJiAhKJBPF4nHhnAoGATEyHh4fh9XphMBgoyiSdTqOxsRFOpxNisRh5eXl48MEHsXfvXlI9Pv3009DpdDh37hypjxgJ3ul0IhaLoaioCL/61a/w3HPP4dixYzh69CgOHz6MQCBAXZrCwkJ0dnZibGwMNpuNeGuMoMo8vZin1sqVK5FOp7Fnzx46P5lpLuuEeTweKl7YqNJqtUKtViMej6OrqwsSiQRjY2OkeGQdkvvuuw+HDx/GmTNnIBKJEIlE0NTUBLVajaVLl0Imk2FsbAznzp3D2bNnIRQKceHCBXi9XgwPD6O9vR0CgWDeCByNRoOysjJKR2A4cuQIWlpayG+OuaUHAgH09/dDLpdjeHgYubm5JLQIh8M4cODAvN/XgYEBdHZ2UqE1dxfOsj4nJiYoQN3v92dkYLJzSSQSUYHLxjbl5eXgcDgU1aTRaHDs2DEAs+Of+vp69PX1QSQSIZVK0aIuEAjIHX9wcJCUuH19fRmu+aFQCO3t7fTZqdXqDKsZtkm4mQkz43HdCtjjlZWVZShu0+k09u7di6KiIly+fBmbNm3KuN/MzAzeeecdip9i5qdslAXMWuKwjduN4PV6YTKZaOPyQXCtsq69vZ2KGplMNu8xqK2tpUKQqR1zcnIQi8UwMDCA2tpaRKNRKJVK5OfnY+vWrdcd56ysLHziE5/AwMAAeDzeDVWyN4PRaITNZiPKxQdRHAKzXnupVArT09PIyclBVlYWJBIJZDIZ5HI5FZRHjx6lJJO5KsNgMPih4qI+rInyh8VCofX/CJLJJF1sbqS+CAaDyMrKQiwWQ01NDZRKJZHVmRcU4wU4HA4EAgH09vairq6OJPH5+floamoiTpBMJoPX60UgEMA//uM/YmhoCJcuXcKJEycQDAaRm5sLrVYLl8uFqakppNNpjIyMkPIukUjAZrNBJBJhdHQUVquVFiBm5aBUKsHj8YjMyngFiUQCpaWlRBYfHx9HNBqFRCIh3yqv1wu73Y7KykqyqVAqlSgvL0dDQwMee+wxvP3225DJZJBKpVixYgXEYjEGBwdRVFQEv98Pv98Pi8UCt9tNTtwOhwMWiwV+vx9cLhc/+clPKNsxEAjQIsXn88lvanJykgqkkpISbN68GTqdDgUFBUilUggGgxCJRFi1ahVeeOEF9Pb2kgN3RUUFbrvtNhojsZY7c52fmZnBunXrkJOTQzE9zGLAbDYjnU6jpKQEhw4dQjgcJn7Pyy+/jLa2NjqGBQUFZMiaTqfh9/uJlzYzM4PNmzdTHqTFYkFxcTFaW1sxPj4OpVJJoyyn04m6ujpSkDLDVLZwcDgcdHd3U2ju3MUkkUhQlNLk5CS0Wi26u7uRSqWwaNEiGAwGOBwO2kFPTU1RUTEzM4OrV6/Sd4GRpy9evIiNGzfi4MGD+NznPgeHw4Gnn34a//Ef/4HNmzdj0aJF+MpXvoIdO3Zg/fr1iEQiKC0tnTdaZm7kCjPdTKVS6Onpwf333w+73Y4NGzZQh8diseCFF17Ao48+irNnz6KyshK9vb3Q6/UIBoN49NFH5/2+nj9/Hh/72MdgMpmuM4IUiUTYvHkzXnvtNVy6dAnxeBxOpxPj4+MAZhdf1u3j8XjIz88n0YDP58PAwACCwSDxH3k8HiwWC5xOJw4cOEBdPkZWn48MbrFYsGvXLqxfvx5ms/m6TjrLOLVareByubh48SL9zefzYXx8/KajtpuprG/1tqxgaW5uRktLS8bfPB4PhoeHUVpaCg6Hg23bts1r78CC6dmIbz7odDrodLrrkjiYuONmHReHwwG73U4/x+NxjI2NIR6PU9rEtZhbUKdSKYhEIni9XiSTSXR3d0OhUOATn/gE3G43mpub5x3pKZVKnD9/HkajEeFw+LpzXSQSvW83kYlYANxS53E+xGIxvPrqq6isrEQoFMKuXbtQXFxMMWZz8ccybp3Lo/1zYKHQ+itBIBB439EhW6Bu5BHCeD2sG3DhwgUazXE4HBgMBuh0OsrtY+aUer0ex48fx8WLF6HT6cj6gKXWm81m4qyo1Wrk5+fjvvvug8fjgVAohNlshsFgQDAYhFwuJ98YppRSq9WYmpqizhWPx4PNZqPA50AgQKZ+g4ODSKVSFG+zZMkS6pwx3ynme8MuvH6/H+Xl5aitrYXdbifT0snJSSgUigzOSX19PQQCARKJBA4fPoysrCyUl5dDIBAgnU5DLBYjGAxi2bJl2L17N959910kk0msWLGC+EVCoRChUAjDw8OUuzc8PAwul0tdO6lUCp/Ph3PnzmHVqlWwWCzQ6XSIRqP0ubCC6I477sCZM2ewfPlyjIyMQKFQYGhoCDU1NTAajTCZTDCbzdDpdMjNzYXb7SabBZFIRP5rAoEAIyMj8Hq9iMViiMViWLJkCdRqNYRCIZqamkiNNzMzQxEv3/rWt9Dd3Q2RSIRAIAC73Y6CggLqfEWjUbjdbphMJrJhqKmpoSL6t7/9Laanp2EymcDj8VBUVITi4mKcPXsWfD4f3/72t3HvvffSCCoSiRBXhsPhkMpsxYoV2LVrF1555RVs2rQJMpkMGzZsQEtLC0KhEH12S5YswZo1a5BMJvGzn/0MP//5z3H27FkEAgGYzWb89Kc/hVarxSc/+Ukkk0nyFEskErTTnWsnwYoithCNjo6S18/IyAh+85vfkLFkcXExrFYrYrEYXchDoRD6+/vxL//yL9BoNMjNzYXdbofL5UIkEqHFWaFQZJic6nQ6HD16FB6PhxSzDJcvX4bH48HOnTsxOjoKlUqFNWvWkJmtx+NBaWkp7rnnnowiqbW1lQrn9vZ26iTX1NQgLy8PO3fuxKc//WkUFxdT9FN9fT1qamquu57s27cPTqczQ/U5F0888QQikQh5gM3tNLHC4v0MSz9oR+tGCIVCOHr0aEZXisVjMef5mZmZeZ/P6XRCr9fTmPRahMNhiMViNDc3X+c3Njo6iuzs7BsWlCdOnIBSqczwUmN+dQCu4+bdCGxDCMwWkIWFhbh06RIJTOYrKmKxGIxGI5xOJwwGA8RiccZ4sLu7GxaL5ab8p1Qqhfb29nlDpj8IgsEgzpw5A4lEgv3798NsNmcUnwyXL19+X6uXW8H/KMPS8+fP44c//CG6urpgsVjw9ttv48EHHwQwW9V/85vfxLFjx6DVaiGXy3H77bfj//7f/3vD8FCGAwcO4Fvf+haprP7t3/7tOpXNz3/+c/zwhz+ExWJBQ0MDfvKTn2Dz5s1/qrf6B+P111+/Ye4T8PtCKzc3l7ou116oAoEA+TcxjsfixYtRWFiIEydOwGaz4bbbbsPAwAD5YUkkEqxduxaLFy+mblRVVRUkEgmi0SiuXr1Kxdvp06dRWVkJpVKJZDJJmYFsrMT8hd5++21UVFSQiuhHP/oRfvSjHyEYDCIcDpPaj/GGhEIh5cEFAgHqjoyOjpK/VzQahc/nQ25uLs6dO4eJiQkkk0lEIhEqBj/zmc/AbDajuLgYW7duxe9+9zukUiloNBrq0L377ruIRCLweDwUQJ2bm4slS5agpaUFAoGAiqhkMkmv69y5cxRxE41G0dfXh1QqhVAohNzc3AzCOMuS/Lu/+zu0t7dDJBJBp9PhvvvuQzAYxKJFi3Dx4kXU19ejsbERGzduxODgILlkt7W1IZlMwmw2I5VKIZlMQigUUrDu+Pg41Go1rFYrXC4X3cZkMtEI6rOf/SxUKhUKCwvxX//1XzCbzejv70dTUxMkEgmeffZZsrYwm83o7e1FTk4OvvjFL6KlpQXr169HKpUiNdj+/ftRX18Pn89HRVU4HIZGo0FhYSE0Gg3MZjOEQiFefPFFIv8zlehLL72E3NxcXLlyBalUCosXL0YwGCQytVQqJafylStX0mtjI1im+mOFTHZ2Nrn+P/TQQ9DpdLjjjjswMTGBNWvWICsrCxMTEzTKZQpOZlsx12NqaGgIy5cvh91uR3l5OVpaWlBUVISlS5fSuCWVSuHtt98mu4+5qqZYLIaKigqUlZXB4/GgqKgIHA4HkUgEDoeDurhWqzWjK8TGzaFQiKxWGE/typUrFFZusViQlZWFUCiEWCxG1ih9fX0IhUIZIyOtVouxsTHIZDIyQ1UoFCgsLIRWqyUfpqNHj5Iy1WQyzduRYUpY9v/79++f99rU3d2N+vr6DNUmK8yvJVTPRW1t7R/c0QJmTZrffPNNMvOci8LCQhQVFUGpVGZwu+bC6XTCaDQinU7P29lLp9N47LHHYDAYsHPnzoy/icVilJaWzuucn0qlYLfbiY/FIpLmoqenBxqN5gORvfPz8/Hwww9DpVLBarVSJNiNEI/H8c4772BoaAjf+ta36Dh+61vfQjwezyDjJxIJWg8YYrHYTc1BbwVz788MoB955JHrbldTU0MdtJuB8dhuVKT+j4rgCQaDWLFiBZ555pnr8qdCoRC6u7vxrW99CytWrIDb7caXvvQl3H///ejs7LzhY16+fBmPPfYYvvvd7+Khhx7C22+/jUcffRQXL16k3ca+ffvwpS99CT//+c+xceNG/PKXv8Rdd92F4eHhG/qs/CURj8ehUqkyyLDXYm6hFQ6Hif/AQoD5fD7a29vB4/GwZMkS8npiSjlm2Mey3S5fvkxjLj6fj40bN2J4eBgrVqzA8uXLEYlE4PV64fV60dnZSaOHaDRKVgBMMSiXy8Hn8yEWi7F582YMDw8jEonA6XRCKBTiypUr5Grt9XppVGkwGDKiL6LRKHGwGG+qr68PVqsVdrsd2dnZWLJkCUZGRiASiWA2mxEOh+mYnDt3Dt3d3Th69ChycnLQ09NDX8b6+nqYTCYcP36crA3YQsh4WNFoFBs2bKDRp8/ng0qlglKphEqlohFofn4+Ghsb8cgjj+DTn/40tFotqYoMBgPC4TA6OjrA5/Nhs9nIFqOhoQEFBQXYtGkTwuEwpqamIJVKMTU1BbFYTN20RCKBpqYm6hhaLBYkEglMTk5Cr9fDZDJRkXvy5EmIRCIMDQ0hKysLfD4fSqUS77zzDhobG+n+LDg6nU4jJyeHFtZ169bB4/Hg1KlTWLRoEeUIRiIRZGdnQ6PRIBKJgMfjQSQSobq6GgaDgcaGd9xxB8LhMPLz84l70dbWRnyd4eFhZGdnY9u2bdi8eTO+9rWvwe12Y2JiAiqVCvF4nLp5Wq0W0WgUMpmMlHZMBBEOh7Fq1SoKz3Y4HCguLiaBBCM5+3w+6HQ6+P1+6mAwtVowGITZbMbp06dx9epV6HQ6WpzNZjO9b1bAMuUgO+flcjkeeOABXL16NSMahBUBjzzyCI4cOYIVK1ZgdHQUNTU1+N3vfoe6ujqcOXMG2dnZWLx4MRVGsViMeHjJZBLvvfceNmzYALfbjZKSEqhUKjLUDQQCcDgcCIVCmJmZoe8bE47EYjHcd9996O3tRWVlJQoLC2E2m3HgwAFS5U1NTZENhd1up80M68TOBQv7NplMMBgM2LJlyw2LJovFgo0bN9KmTyKRIBKJQKvV3nBz297ejsnJSQoPvxG4XC7UavVNC63m5mbk5eXB6XReZ6aZnZ2NLVu2zKssnYv6+nqIxeIMHtpcBINBUm3OBcvwmw+sY83Q1tYGrVab8TsmSvkgYBMJJsBh3+uboaqqCpcvX8bY2Bidt06nE4899lgGSd7tdqOjoyPD7qKxsRHhcDjjdnq9HgMDA7f8mq1WK0wmE7hcLnWeW1tbb/n+18LtdhN1ZT5cO+L9U+MvWmjddddduOuuu+b9m1wux6lTpzJ+97Of/Qxr166FXq+/YUH0k5/8BHfccQe+/vWvAwC+/vWvo7W1FT/5yU+INPf888+Tezq7z3vvvYdf/OIX+P73v//Hent/NASDwfeNR5hbaFksFvD5fCSTSeJC3XnnnQiFQiguLkZJSQnOnDmDoaEh/K//9b/w5ptvoqmpCYODg/B6vSgqKiITRLZjHhwcxOuvv45oNIqzZ88iGAwiFouRF5BAIACPx6OLHesyvPTSS+jv74fb7Qafz0dpaSm6u7tpcbLb7RgZGYFWq6XcNqvVColEArvdTiRULpdLDu7vvvsu/H4/zGYzRCIRwuEwIpEIeRTp9XrE43Ha4TOF4cjICKanp2k8mZOTgxUrViAYDOK9994Dh8OhzgNbTAOBAHJzc5GXl4e6ujoolUpa/Bh3QiaTweFwwOv1UuHyyiuvYGhoCIFAAPF4HGq1GoFAgNSCCoUCfr8fgUAAZ86cgdvtxuuvv46cnBwSCkxNTaG4uBgXL16ESCTCwMAA1q5dC4PBgKKiIrjdbhQXF6Orq4teNzMdZeNUo9EIhUJBrtXhcBjV1dWYmJggxeSyZcsgkUhQU1ODoqIiPP744+BwOPjd734Hr9eL0dFRRCIRTE5Oora2FkajEdXV1VCr1RgbG8Pq1aup6GxtbQWXy4Xf70dOTg6+8pWvAJjlVrCYFHa+8ng8mEwmlJWV4dChQ7BYLKiurobFYqHWfjKZxMc//nEYDAZy+mc+cOwxGH9wbGwM0WgUqVSKVI/r1q3DJz7xCQiFQjzxxBP0r9vtxt69exEOh3H+/HkMDw9jdHQUP/vZz4iQW1paSp+HTqcDl8vF9u3b4fP5UFtbi3vvvRcmkwnnz59HOBxGMpmEUqmkHMK5CyaPx0NWVhb9ywxCi4qKsHLlStjtdmRlZWHTpk1QKBQAZsUXVqsVVqsVOp0On/zkJzE8PEzh6k1NTVi0aBEmJiag0+lQU1ODdDqN7u5uipGKRCLgcDiYnJyE0+mkDFKFQoF0Ok1Fp0KhgMPhIK+36elp2viwc5whFotRMHt7e/u8G9+5RqSBQIC4lsCsYW1jYyNsNhvx967t2Lz55psYHR2lgu5G8Hg8qK+vp2vEtTwsBpb2wEKFgdnCpra2FmKxOKNIq6+vR1FREYDfK73j8fi8Xl8MbGN7LeaaQl+LUCiUwb8KBoO4++67qaj1+XzYv38/2e3cKlg8ViqVIq7rrUTO1NTUYHBwEIWFhcQZHRsbyzj+qVQKExMT13XobDYbpqamqJgOh8P44he/eMtqwHPnztFxn5iYwLvvvovly5dj06ZN8/Lm5oKtB+wcstls6Ovrw0c/+tEb2k0Eg0G8/vrrt/Ta/hj4q+JosTwpdiGaD5cvX8aXv/zljN/deeed+MlPfgJg9iLR1dWFr33taxm32bVr1/tmb/2l8EEKLaVSiatXr2JqagpOpxOJRAIulwsCgQCRSARZWVmkrsrOzsbAwAD0ej3JtoHZ3Y3b7abRYTgchl6vp0gdlkPIWsZ9fX1kLzEyMgK3243vfve7GBoaItkxG4F0dXXR4yQSCWi1WmzdupUcwKVSKZ599lmEw2EMDw9j+fLlsFqtMBgMkEgk2L17Nxncud1uyoabnp4mFQ4zG2UdsIqKChQXFyOdTiM/Px9+vx8f+chHcObMGRQWFqKtrQ16vR7r16/HpUuXSH3IlIDFxcUUpGw2m2E2m8Hlcsk4sqqqitr7ubm5cDqdKC4uxqpVq1BfX48zZ87ghRdewM9+9jOUl5fjpZdegtfrBY/Hg0QiIUI9U1/+4Ac/wMTEBHw+H5xOJ1KpFLm5swsd476pVCokk0kaObLRYG5uLqqrq7Fjxw4cOHAAYrGYYkCYo/3Vq1dRW1sLoVCISCSCnJwceL1etLe3o6WlBYcOHcI999xDHDu3203kVxZyq9froVKpaGTIChaZTIbKykp85StfIQLx/fffD2CWXFxUVITs7GxcuHCBfMEUCgX0ej254huNRkxNTWHt2rWkqmVjvuHhYUSjUYyMjFBXqqqqCqdOnaLAaQ6HA7fbjZGREZhMpox/gVnyrtVqxfHjx1FfX4+pqSl8+tOfRjgcxquvvkrjvcrKSuJIsuSBaDSKy5cv02i4ra0N3d3d0Gq10Ov15PbPYDabMTo6iunpaeTm5mJoaAg7duyA0WjESy+9hC1btsBisaC3t5fuc+XKFVRXV+Ohhx7CK6+8Qso51sFh42un04l4PI6dO3diy5YtiEQi6Onpgd1ux44dOwDMjpPkcjni8TgFuQOzHCKNRoOGhgYMDg4CmM1ibG5upvexadOmDNm+z+fD2NgY1qxZgzNnzlw3LmOvvbS0lDYhjA8IzGY1srGnyWTCihUrruMwORwOFBUVobGxcV5ndQaDwYBkMgmxWAyhUHhDLhSL/Jr79+LiYuzatSujyAuFQjh8+DB1kRKJBNED/H7/DQ1A4/E49Ho9RkdHM36v1WqRm5s7r6jCbDbDZrPRfSYmJpCXl0fcJKPRiDVr1tzQrudGMJlMaGpqIiuT3NzcefMAr4VKpUIikaAJ0sqVK7FixYrr7su6T9dibiEqlUpx/PjxeZ+HJW0AwMaNG5GdnQ273Y7i4mLw+XzY7XYsXboUgUAAPT09kMvlN1VzGo3GjDHjsWPH8KUvfQkKheKGI9cFH60bIBKJ4Gtf+xqefPLJm7Z5rVbrdfYGBQUF9GVxOBxIJpM3vc18YIaZDH8o+e+DYL5Ca2xsDJ2dnbSD0Ol0iEQi2LFjBz73uc/h6NGj2LRpE2ZmZuDz+dDc3Iz+/n7qBIVCIYjFYsogDIVCMBgMsNvtMJlM8Pv95NLOfK1CoRBycnJQVFQEqVRKIc6BQADFxcW47777cPLkScRiMezcuRMymYx22gUFBQiFQnjmmWfQ2tqKU6dOoaioCMlkEgcOHIBAIEBxcTEVHDabjYJBGUmeScHtdjtKSkpw2223UeEzPT1Nna1kMomhoSH4fD7weDzk5eVhZGQEsVgMyWQSRqMRly9fxuDgIEZGRojLo9FoiDeRm5tLnaGlS5dS+511yABkKCQZwX3lypXUWo9Go8QrYt2+hoYG6oqtWbMGsVgMw8PD8Hg8UCqVWLNmDXlVJZNJZGdnU9ctkUggLy+P3Nh5PB7uuOMOGAwGEhU88sgjaGtrI7dolpHGVJler5dCtJlbdiQSQVlZGWQyGUKhECYmJpCbmwubzYbW1lZIpVLEYjE4HA785je/gd/vR3d3N1paWuD3++H1eun7s2vXLni9XqxevZp4Y5cuXaICAJjlxbARH+P3eTweXLlyBd3d3VCr1RgdHQWPx6NODAv5drvd6OzshFKpRFdXF7l6M3+0goICdHV1ob29nZSVjHDOBBlzndjZY168eBEmkwmnTp2iTUdvby/kcjk6OztJhfnWW29hdHQUhYWFOHToECKRCFauXAmr1UpEftZFmDuuCYVC0Gq1sFgsUKvViEQi4HK5SKVSxGNkUT8ajYasBljUDofDoRE+4+u53W74/X4ag8ydADDBCbtW2mw2KhK4XC6WLVuG5uZmKryZEIAFYnO5XOrcXhtBw7o358+fJ9PRuR2hYDAIm80GgUAAm80Gn88Hn8+HpqYmALPX8s2bN8PlckEsFpPilSErK4vsQAoLCzOKIw6HkzGKUygUGBwcpA7zjbygnE4nZDJZxt+ZAGIu+Hx+Ruh3KpWizZxSqbwhiTqZTCIcDiMUCmF6eppuNzo6SseRgZ0XzJCZdcKGhoYyOoccDgdisfg6+4drx4Bzf2bB9RwOh3iCzHj4/e7r9XrR1taGAwcOIJlMIisrC+3t7ZSqwDCfxxd7/7eCCxcuIBaLwW634/Tp06iqqsL4+DiJo+Z67Wk0Glit1ptywPLz8zM2KBs3boRYLMbMzMwN77PgozUP4vE4Hn/8caRSKfz85z9/39tfW8XOF556K7eZi+9///v4zne+8wFe9R8P8xVaMzMz5IB+9uxZ2Gw2LF26lApIdjHs7+/H5OQkXn75ZSom2Bhv7dq1EIlEePDBBzE0NIRIJAKLxYJNmzYhmUwSb6Ourg5jY2OYnp7GihUrIJfLcfnyZcRiMfB4PKRSKcjlcqTTabJwGB4ehtlshtvtphidoqIinD59Gn19fcRpMRgMUCqViEaj8Hg84PF4tPMHZkcW+fn5GBkZoe5PZ2cn7dS8Xi/uuusuKh5ffPFFPPvss6iqqsLVq1eJr3DfffdBIpHg2LFjJJI4f/48XRDVajW2bNkCt9sNj8dDZpk2mw3xeBydnZ1IJBJQq9WoqKig3EKRSISHHnoIZ8+epRgIPp8Pq9UKjUZDC/lPf/pTDA4OIh6Pw+fzQSAQoLu7G0ajkaKHzGYz3nnnHaTTafL1Yjt+lmFYUFAAmUwGm82G8fFxvPTSSxAKhZDJZOTefM8999BojfmijY6Okj1Fbm4uFYzMFTsej1OhKZVKySD18ccfp6gdqVSKHTt2UBdh8+bNePnll7F8+XJMT08jlUqhtLQUW7ZswRe/+EXiQ9ntdso2SyQS6O3tJTd4u91OMTihUAgmkwmBQADBYJB8uiYnJ1FaWor8/HzK4PzsZz+LgoICPPHEE3jjjTcA/D4nLTs7G/fddx/4fD5+9rOfoampCd3d3ZienobD4YBGo6HoqLy8PDzxxBNoa2uDzWbDd77zHXR0dMBms+ELX/gCVqxYgfPnz2NsbAyJRAKf/vSnceXKFdx5550IBAJ45513cOzYMZSVlcFsNpOf0KpVqzJI6GycyrrEjIs4OjqKxsZGbNiwgToRHo8H+fn5sNls2LhxI1avXg21Wo2mpiYoFAq0tLRg7dq10Gq1KCsrg0qlws6dO/G5z32Onu/SpUvo6urCF77wBSL8Mx+4VCpFvEqmSmUbArlcTl1Tp9MJl8sFnU533QLNbBEqKironGQYGRlBfX09+SJlZ2ejv78fly9fhkAgoNgvlnYQDoczYnVYoDYwyzeauwG2Wq0U7g78fgQ9MDBAxsbzgXW32d/Zbee7fSKRyCh+WDD8smXL6Hn7+/vhcrnQ2NgIlUqFdDqNiYkJrFq1Cv39/RRCzaw++Hw+/H5/BtmdWdawjpHT6czw+YrH49cVL++3jrGILplMhkQiAbFYTNfaa3HtfVUqFZYvX07n7fT0NI4cOYJ//ud/fl93+rlgnMu5xeVcDAwM4I477oBSqYTFYkFhYSEpM8ViMRmQFhcXo6en54ah2Oxnl8sFl8sFYPaYqlQqXLp0KSMI/P3e+58a/+0LrXg8jkcffRRTU1M4e/bs+5IWCwsLr+tMscgVYHZB5fF4N73NfPj617+ekQXm8/ky5Mp/SgQCgetyC9nsn+X6LVu2jE5KdhL953/+J3p7e7Fs2TIIBAKIxWIUFxejtLSU5umM1Mwkzkxlwk5c5tFy/vx5rF27loobn8+HZDJJPBAWbGowGBCLxWA2m8mvKxAIEP/GaDRi586dOHz4MNLpNKqrq6HVammRdjgcWLlyJSYmJhCJRLBv3z7YbDZEo1HyAGLj0KGhITgcDqRSKfp3rkoxkUggFArB4XAQP4/xQphqMi8vD4FAAOPj49i3bx+Gh4fR2NgIq9VKeXehUAgWiwWRSAQmkwklJSXkCaVUKlFdXY1jx44hFouho6MDVqsVPp8PXq8XeXl5iEQixEsbHBykERSHw4HJZKLFho057XY7cnJyIJfLYTab0d7eDqvVSqPLcDhMC6RAIIDf70c4HEZpaSkRSpkisbCwEENDQygqKoJKpUJlZSW2bduGYDCI7u5ufPKTn8Rbb72F2267DdPT0+jo6MDAwACysrKgVqsppolxj9asWYOBgQHY7XZUVFQgNzcX999/P8bHx1FcXIzz589Dq9XiyJEjSCQS6O/vJx8s5ot19uxZUg719fWhrKwMOTk5qK+vh8Viwfj4OPh8PhHimaT7y1/+Mt5++20MDAzglVdeoe4Eu+CyQG5msRGNRmnRSCaTqKioQFtbG371q18Rl43D4UAmk9EG4cCBA8QTfP7555Gfnw+v1wuRSITs7GwySeVwOMjOzkZNTQ02bNiAp556Cj/4wQ+oa3otMZvlDbKx3L59+4iwXFpaSu73e/fuxeuvv46SkhLKsJyenobX60VPTw9effVVIvqeOXMG586dI7Xl4OAgOBwO1q9fD71ej7GxMezduxfBYBAXLlyA3W4nFS5bRFln4ezZsxQ9w7oBgUCAQuJZh4cdaxZZlUgkYDAYMtTNFouFDDUfeeQR8nsbGRlBJBJBQUEBOepXVVWRYebc+7P3ODU1laHg1Ol0mJqaIvoIh8NBOBym7+qNaCWsW8+6fqwTOt8okHUUAZAlCQsuZsXD2NgYiTUYn2t8fBxtbW0YHx8n3hrLOmWd9Pz8/AxjULlcTmpHl8sFg8FAf+vt7YXP56PAeY/HM+97uxZjY2Po7+9HKBQiw9lbCVxmG0emKEylUlSwzQe2wZuLVCqFq1ev0vcAmJ0imc1mSkNg1+toNAqj0YihoSGMjY3BYDBAKBRiZmYGIpEIKpUKTqeTVNk3wtyiaWZmhmLGurq6bnif/1H2Du8HVmRNTEzg3Llzt5SjtGHDBpw6dSqDp3Xy5EncdtttAGZPjtWrV+PUqVMZlg+nTp2iCIr5IBKJblih/6kxX0eLFVqMhMwIvD/96U+xePFi4mJUVVVh2bJlZHcQDAaJNO31eqHValFRUYHz589j1apVCAQCkEqlEAgEyMrKoq4IU1wNDQ2hoaGBuiKsKGDZaBMTEzTKEIlEqKyshEajQXFxMQQCAfR6PSoqKqjdz4qWrKwsFBcXw2AwYO/evQgEAuRqzUKhGUGeyaCnp6eJ6CkWi2G32/GP//iPuHz5MmQyGRYtWkSSfBbNc/78eRQWFhKvjHUO0uk0nnjiCfz0pz/Ft7/9bfh8Ppw5c4YUmqy4dDgctIhv3boVe/fuxauvvkr+VEKhEAUFBXTB37hxI4aGhrB+/XriB7L3o9PpUFRURO81EAhg8+bN5GvDlGQsLJvD4YDL5dJimJOTQwHNYrEYTU1NJEpgF2yFQkGfn0gkonHg1NQUPB4PtFotvF4vjTCysrJQWFiIjRs3or29HRs3biT1J1McjYyM0AIwMjKCY8eOgc/no7+/H1euXMGSJUswNTUFrVaLqakpBAIBXLhwAUePHiW/H3aOMBEDE0IUFhaCy+WitLSUzrHi4mIcPnwYhw4dwpkzZ5BOpzE9PY3e3l5IpVLiVmq1WoTDYYTDYQpF1+l02LNnD65cuUIdrUgkgvz8fKxbtw48Hg8+nw8mkwlSqRQnT56E2+2Gz+eDXq8ndSLj6w0MDEChUFDhwXhf2dnZGB8fxxtvvIGhoaHrvqts0Wlvbyc37VdffZWUjwaDgawquFwuNm7ciPPnz5O7ul6vxxe+8AXytXrvvfeg0WigVqsRDocRjUbJFDgrKwt5eXn0nPF4HGVlZdi9ezdmZmbg9/vR1tZGmaUdHR1oaGjAzMwMGhoayKh2cHAQJSUlZMMwd0Fjm550Og2NRkMqZmC2o9vX1weHw4GxsTGyhbHb7YjFYrBarZQpqVKpYLfbsX79ehqZs3QG5uPFSPXA7KLNApQZBAIBYrEYxGLxDdVkTK3KnP7D4TAEAsG8Su65NjrMIyqRSFznrt7U1ITx8XEaibLvO4fDwcaNGwEg4/9ramrQ0tJCUWfXorCwMMM2gRnCsg1FXl7eDV3050Kn06Gnp4c2cZFIJONxb4RkMomzZ89SesP7YXx8HI8//jgR+vfu3Qu9Xg+LxUJNC2abc/vtt2PFihVobW2F3+9HVlYWUqkULBYL5HI5RCIRFAoFwuEwdW6Li4vB4XCwYcOG9yXEA7MdwampKZw+fRrBYPCmwdE3CnL/U+EvWmgFAoEMb5WpqSn09vYiNzcXxcXFeOSRR9Dd3Y0jR45keBbl5uZSK/Ppp59GSUkJqQW/+MUvYsuWLXjuuefwwAMP4NChQzh9+nSGK/E//MM/4KmnnkJzczM2bNiAX/3qV9Dr9fjbv/3bP+O7v3XMLbQGBgYQDoeJaO50Oikyx+12o7a2Fi+++CKp5fx+P/R6PfmPsNwxsVhMcSnMGZpdYO12OxKJBCoqKjA6OopEIoGcnBz84z/+I44ePYrCwkIKCo5Go1Cr1ejo6CBndkZyjUajKCgoIOK33+/Hk08+iZGREerqVFZWkvfPE088gby8PAgEAsTjcRw/fhx8Pp/4Svn5+Vi/fj0GBgaQn5+P3bt3Y2hoCFevXqUvdmlpKbXpd+7cSYtALBaDSqWC2+1GNBpFZWUlBAIBOBwOEokEpFIpqqurIRKJcOXKFTpG9913Hw4dOoTNmzejo6MDOp2OpMxnz56FRCKB0Wgk9duyZcswNTWF5cuXU8FXWFiIyspKuFwufOlLX6Jd8sGDB8llnPlOyWQyrFu3DkNDQ1i8eDEcDgfWrVsHiUQCvV6P5cuXE/+CZRayceZdd90FuVxOXkuFhYUoLCxERUUFtm3bhkAggLa2Nort2bhxI5566im8+OKLUKlUqKurw9mzZ8nhfmJiAi+88AJ0Oh11cDZu3IjR0VFotVp89rOfxfPPP49UKoX7778fIpEIarUa27dvh91ux+7du3HmzBlIpVJotVo8+OCD4HA4mJqawqc+9SlMTk7i9OnTyMnJwYsvvoj169fD6/XCaDTSuc2csSORCKanp4kn2dHRAb/fD5/Ph1QqhXg8DpfLBaFQSAT4vLw81NTU4KMf/Sg6OzuRTCaRm5sLhUIBq9WKqqoqcDgcWK1W7NixA93d3bBarbjrrrvQ19eHBx98EOl0GhcuXCCTxOrqanC5XFpcDAYDmfRKJBIoFArk5OQgPz8fp06dQjAYJGsNAJRjmUwmMTY2RiRfNjoLhULQ6/V49913KcpIKBQinU7DYrEgHo9TxBIrypLJJJYuXYo1a9ZQh4t1p0OhEBUVAOj2rAPFRv4GgwHRaJReD1Ol8vl8WghZJiXw+/GaTCYjDhfj3QGzC1koFEJBQQHi8TgqKirI14/D4VCeKjPKnJqaQiqVgs/now7R/fffj/z8/AyOFtswXjsKGx4eJj+s+SAUCtHZ2QmPx4OpqSk6BjcaNTLweDziaLW2ttJmX6/XU/wTK0D1ej3EYjGMRiNxhqanp+na3dvbi+HhYTgcjnlHVzk5OWhpaSEe8eDgIImQ5iKVSr2vXQPbILDi5Va7YRMTEzflNgGzdA6BQACPx4O3336b7HyYcpZZ4gCgwHqj0UjGwjU1NfD7/dSlY/zGmZkZjI+PQyaTITs7m4rpgwcPQiKRvG8B2NHRgdzcXCSTyYyR43z4q4jgeeihh+Y9URh5r7a2Fk8++eT7VtGdnZ0Ztv1sNPeJT3wC3/72t3H48GEAuO4Anzt3Dtu2bQMAKhwYbrvtNrzxxhv45je/iW9961uoqanBvn37Mhx7H3vsMTidTvzrv/4rLBYLli1bhmPHjs1rKvffAdFoFEKhEF6vF0NDQ2hubqbsOuZGzZzQN2/ejP379+Pll19GOBzGb3/7W0xNTeHChQtkMMhGTkKhkDIPORwOpqenIZFIaCfgcrno4uF0OnHy5EmMj48jEonQiJZZNNhsNiKts8WUz+ejra0NwWAQ+fn5tECz0ZpSqcTY2Bh1OH784x/TOJGpkvLy8jA4OAi/34/s7GycP38eEokEbrcbOp0uw5CRdboWLVpEsSzFxcVYtGgRJBIJ1Go1+Hw+AoEAzp07B6PRiJmZGVK8Pf/88zCbzbBYLOByuRgaGsKxY8ewf/9+5Ofno7CwEDweD1NTU1Cr1VAoFGhubsbo6CgpAsfHx6n7x1rjfr+fxlV8Ph8qlYpa+n6/HyUlJdSmz8vLo1ihsrIyKv6SySTGx8fhdrtRVFQEi8VCI2DWMfj3f/93Mi1lgcsVFRV0YfT7/WhoaEAoFILP5wOfz0dtbS3y8vIyuFnLly/H4sWLYTAYKMuSEbyfe+454nW98sor5GF25MgRKJVK1NXVIZlMwu12o6KiAoFAAHfeeScZjDLeCDC7WA8PDyMnJwd2ux0/+clPEA6HKVJILBZDJpOhu7ub/N+ysrLwmc98Bna7HZcuXUJzczP27NlDhPzJyUlkZ2fj7//+7+Hz+fBf//Vf+O53v4vDhw9j5cqVxP1hZHcul0vnOyNTm81msv7g8Xh466234PP5YDAYkJubSyaQbORXXV2NRYsWoaioCNXV1fB4PFi2bBnMZjMee+wx/PrXvyYj5rNnz8JoNILP52PJkiU4cOAAPvKRj+Dee+8FMMsJevrpp7FlyxYolUr09fVh3bp1sNlskMvluHLlCr7yla9gdHQUzz33HLKzs+FyuVBXV4dPfepT5PO1c+dODA8P0+jz3nvvxerVq2E2m3Hu3DnarDAz3eLiYlRVVSE/Px/pdBrbt2+nMO1kMon9+/dnkKBfeuklJJNJNDQ0oKOjA/X19VAqlfT9j0Qi+Od//mc0NDTA6/Vi+fLlEIlEuPPOO/Hd736X1JzxeJxUdyxCiSla3377bYr5YkWs2+1GLBbLcNAHZgsaZgjMbG7mwm63g8PhQCqV4pFHHoFAIEB2dva88TZzYTKZ4PV6kU6nIZfLqTuVSCSwefNmJJNJbNy4EXV1dWhpacEdd9yBy5cvY9euXQCAw4cPZwRGHz16FNu2bbuhijydTuPFF1/EihUr4PF4sGnTpgyLhEQigbfeeut9R4GskJ17LboVLFq06KYeU6lUCleuXLnOtiEej5OyOxqNktJYJpNhenoaExMTpLK+4447aALD5XLR3NwMADR1WrlyJR588MGMCdaePXuu80CbD48//jiMRiN0Ot1NDcj/KiJ45HI53nnnHSgUCqxevRrpdBo9PT3weDzYtWsX9u3bh+eeew5nzpyhE3M+bNu27aZV561ED8znm/LII4/M6yo7F3/3d3+Hv/u7v3vfx//vhHfffRfr169HeXk5eDwe5HI5PB4P1qxZQxExTN331ltvkSlnUVEREbgZN4vtHHJycuD3+7F+/XqIxWJMT09j165dsFqt+NKXvoQnnngCmzZtwsTEBLmOm81mctH2+/1UtLndbvB4PPK8kkgklJ/IQqjT6TTtfH0+H6kLHQ4HjaO0Wi1F7jCyPYfDodHhZz7zGbS0tKC8vJwc19euXYszZ87Ql4fD4aCsrAwCgQCVlZWQyWQYHR1FMpmERCJBU1MTUqkU7rnnHnR0dEAikWD9+vUUaSOTyRAOhyEUCjOI3mKxGBUVFdi9ezf6+/uxe/duhMNhKhwnJydpp55Op3Hp0iW6wAsEAuTk5KCsrAwFBQUQiUTkp8R2eKyQdTqd1CVjSks2ZsvKykIikSCVk9vtRjwex8WLF4n35ff7IZfL8ZnPfAatra3w+Xzo7++nMWkymYTFYsFXv/pVBAIBTE1NYXR0FDabjYi+Pp8Px48fJz+zmpoaNDY2wuFwoL+/n7oPTz31FDweD8rLyxGJRCji6ciRI5iZmaGOSjgcRiqVgtlsxuuvv46xsTFyyU8mk9i0aRPkcjkuXLiAT3/60yQUYErSbdu24aWXXoJSqcSRI0fQ1taGCxcuwGq1Ytu2beRILxaL8bWvfQ0CgYDc0QsKCohwLpVK0d/fj3vvvRcTExNYt24dxGIxXnvtNfT09MDpdBJvb/ny5QgEArj99ttx8OBBbN68GQcOHKCO3SuvvIKGhgbKLTQajXC5XGTkeeDAAeoiArMLj8FgQFZWFtLpNHUmRSIRiS6YB9aJEyfIzZ9tbJkKzeVyEQdNKpXiyJEjsNvtGBsbo43T5OQkQqEQxsbG0N3dDZVKRao4tVqNVatWke3C1q1brzPKnKvk0mg05EGVn5+P9vZ21NXVkbN9WVlZxgLN3ltdXR1FUVVUVECn00GhUCAQCGDdunUoLy/HxYsXYTQasXr1arS1tYHD4UCn00Eul2PlypUoKytDd3c31q1bB6vVikgkQt01tkbYbDaIxWIqnK4dDbEg73379n0gIrTJZCJD53Q6DafTiUgkAoPBAIvFgunpabS2toLD4SAUCuF3v/sdAoEAXnrpJQCz9Im5tkFmsxlvvPFGhiKwrKyM3kcymYROp8Po6Cj6+/uxdu3aDHsL1o2/4447Ml4nyzhkjxMIBBAKhZCfn08UDcbNYyavH5YQzgQ6wCwnanp6GgKBgFSmbMPLqA4SiQS1tbU0wWKFOPuM2traaF2amJgAl8tFf38/iZGSyST0ej0OHjxIa8h8MBqN2Lt3L2w2G4LB4HWj5KysLNq83WriwB8LH6rQKiwsxJNPPokXXniBukmpVApf/OIXkZ2djTfeeAN/+7d/i3/6p3/KGNkt4IOhv78f/f39yM7OxszMDAoKClBbW4tTp05RUrrRaMTExASi0SguXbpEx7uzs5Mk+YxcyOTUHo8Hubm5kMvlWLFiBamCjEYjvF4vzp49C4fDgUuXLsHv98PtdiOdTmNmZgZut5v8plhHrK+vDxaLhXhsrAMWiUSIhJ+bmwuj0YjS0lKYzWaKX2GGpKzL1tTUBLFYDJvNBr1eT2MTptYLhULYuHEjzp07h76+PkxNTcFsNsPv9xPhlEnLf/jDH1LRIRKJyJtKJBIR2ZfZXFRVVcFqtUKpVOLBBx+EwWCgyBRGBjYajfD5fPB4PLBYLBgdHcWrr75KnSZGWGcXApY3yMKwu7u7UVhYSN5Ffr8fS5cupXETC3a12WwwGAzo7OyE0+nEI488Ap/Ph9LSUly5coXcpisrK+HxeDJMUNPpNMrLyzE+Pg6RSETuyIlEAo2NjTh58iSeeOIJHDx4EHl5eeTDJZfL8Q//8A84deoUqqur0dPTg+3bt9PIhb2nmpoaLF68GOfPn0dFRQXcbjf6+/tx6NAh5OTkIDs7G/n5+YjH4/jIRz5CnCmBQECdi9OnT+P222+Hz+eDxWIhjzXGF8zPz4fFYsHk5CRWrVoFDocDi8WCn/70pzCZTPjP//xPEhUkk0ni9VRWVsJsNqOqqgrLly/H+vXr8dWvfhWhUAglJSX0Hp588knaFLIRF1v8i4qKEI/HMTIygsHBQfh8PuTn52NychJ+vx8XL14kM05WhCsUClRUVMDn8+HKlStwOBzo7OwkE172HUin0zh16hQGBgboODmdTnR3d6OjowMFBQW4cuUKHZdUKkVeaHfddRfx7hobGxGNRnH48GEkk0ksX74c2dnZePjhhzE6Ooq9e/dCJBLRWLy4uJg4i8FgEL/+9a+h0WjwyiuvYHp6mgjmfD6fPkPWmWBgne729nb6PDweDyYnJ2E0GmkkOBd2ux3/5//8H8oIZQVuMBikmB/2PZucnKSiLZlMwuFwwO12Y+nSpXA6nZBKpThz5gwJP5jtB3Ojt1qt2LBhA4kKbrvtNnA4HBQXFyMej+PSpUsU+8UoA7cCg8FAasVwOAybzYbS0lLU1dVh+fLlaG5uhsvlgtfrhcvlQjgchkQioY5OVlZWRqHEjoFUKkVWVhYRwIHfp19IpVIUFxejs7MThw8fvq7Q0mg0GWpEdt2Ynp5GSUkJxQox/l1JSQn5rfl8Pkr/+LCcY6VSSYbhMzMzGXmaQ0NDsFgs2LZtG/h8PtLpNFpaWiivlsPhZBigKpVKug7n5eXBbDbT35moqqKiAvF4nLin11pg5OTkkP0J69yzjblarQaXy6U4KWancrPopz8FPlSh9dvf/haXLl3KGNlxuVx8/vOfx2233Ybvfe97+Pu///v/1tmB/90xPT2Nzs5OfPKTn0RPTw+OHz+OnTt3IhgMYmZmBsuXLycXeA6Hg/LyckxNTeHee+/Fe++9B4VCAY/HA5fLha9+9auYnp7GL3/5S9TW1hJB2eFwYHh4GE1NTSgoKIBOp6NcwMLCQmzZsgUvvPACVq1ahXPnzkGr1WZI79kYjmUDFhcXU1HD5/MRiURoh+lyuRCLxaDT6UhyzHhVkUgEJSUllM/IJN3xeBw6nY4WU6YY/M53voOxsTHqxrGLj1AoRDKZpBiZ4uJi2Gw2FBUVoaGhASaTCbm5uVCr1XSbZ599Ft/85jdRUlKSwdlKp9NYu3Yt9u/fj7KyMuKp2e12WCwWXLhwAevXr6dFz+fzEQmZLRzFxcWksGHjtxUrVkAkEkGv15PHWUFBARWKjAQ+PT2Nvr4+KJVKHDt2DOFwGBMTE/B6vSgsLKSLM+v2qdVqkppPTEzA7XYjKysL69evx8zMDPLz87Ft2zaMjo6ioaEBly5dQlZWFlasWEFCE2aBwD5Tk8mEWCxGi4hGo0Fvby95p42Pj5MRqkQiQXV1NUwmE3w+HzgcDt59912oVCpUVVXhwoUL5EnEugROpxOlpaWYnJwkc0WmoGMeYAMDA7Qobtu2DVevXsW6detgt9tJeMF288wCgmVtnj59GrW1tVixYgWp7eLxOHp7ezExMYGXX36Zwr6ZYnN6eppED2fOnIFarYbBYEBxcTGi0SgaGxvB5/MxOTmJY8eOIZlM4tSpU0T0Z6IOj8dDXRmxWExdQrZDZ6HpiUQCDocDWVlZyMrKQjQaxebNm7Fu3Tqo1Wq0t7fjzJkzsFgslGZgNBrJL3BgYADBYBDLly/H888/j3g8Dq/Xi0uXLmF6ehovvvgiwuEwsrOz0dPTQ+bDAPDWW2+RRQtzm2dcRqPRSLYDLMWhoKCA+EUsfcLhcJAly1wwHhGberjdbuTk5KCyshJSqRTd3d147LHH0NnZiV27duHcuXOoq6tDW1sb8vLyMDw8jLKyMjK5ZWBjodLSUoyMjGDp0qXg8/m4cOEC1q1bh2QyiQsXLpB1AxMfZGVlYdWqVRR7w0jx175m5pfGrks8Hg/FxcUIBALYvn07enp6oFKpkJ+fT6R2i8WCiYkJjI6OIicnB7W1tTQOe+edd/Dkk0/Sc6TTaRw7dgzr16+HUqnE3r17M0Ziw8PDePPNN/HUU09hfHwc69atw7Zt22hM7ff70draitzcXOJOtre3Izs7m7JLx8fHIRAIUFRURF3W/Px8yhqNRqMYHh6GTCbD0NDQDVWF8yGdTtP5B8xy3+YqPfV6PcLhMCoqKogiIBAIcObMGaIhVFdXX1foXr58GQUFBcjLyyMKDyuqly9fjrq6OhoNs7Ex8wyrrKyk6U1TUxPy8/PR0NCQYe+QTCZx5swZlJaWUgH25ptv3vL7/kPxoQqtRCKB0dHR6+bkbDQD4Lok8AV8MExMTOCee+4Bl8uFXq/HRz7yEezZs4c4R8yXRq/X45FHHkE4HCYyZX9/P2URMjuL3NxcCk7dunUr3G43uru70d3dTR0lpi6qqqqCxWLBoUOHAMxy4pg5ot/vJ1Ijh8NBS0sLkXJZ8O7KlStx9OhRKpbS6TSEQiFCoRA0Gg2ys7MRiURoJBKLxSCRSMiWQSAQwGw2AwCNzpj60OfzobCwEAKBgIo4k8mE6upq4rKlUinw+XysW7cOw8PDWLt2LR5//HEcOHCAsvsY+dhqtcLv96Ovr4+6cVevXsXMzAwpq5YvXw6ZTAa5XE6xOXl5eWhoaEA4HKbdPCPQMwK33+8Hn88norBIJILFYkF9fT3S6TQaGhqwe/duGI1GOBwOHDp0CFlZWVAqlcjOzoZAIEBubi7twlhBu2rVKiiVSjz11FMwmUxwu92oq6tDQUEBli5dSuHAQqEQt912G06ePJlhjDg6Okrjzba2NnJFr6mpoVij3bt3Iz8/n7qVYrEYJpMJlZWVGB4eRm9vL2pra5GdnY2HHnoIHo8Hd9xxB4aHh/Hoo4/CarXis5/9LAYHB2Gz2UgRyCxBmKQ/Ly8PPp8PdrudolC4XC5yc3PJTyedThO3kHUC2OiBEbWZ1QDbrXK5XFy9epVyP5klCCv4fT4ffve730EgENDmwuVygcvlYvHixXQfpmr1er0IBoM4ceIEnE4nnE4nLBYLAoEAdRLVajUV5GxMOjQ0BIlEQry/oqIi2Gw2KBQKjI+Pk2t4KpWCVquFw+GAxWLBkSNHMDw8DIFAAI1Gg9bWVlrUsrKyiMM3MzOD4uJiTExMoKysjLgwRqORbDmY5QsTvqTTaSxdupQ6zzwej3iNzETT5XKRQznj9JnNZtpo8fl8CIVC4uo4HA44nU76fTKZhN/vh81mw/HjxxEMBpGTk0MjT+bl5ff78cYbb5BdCusURqNRhMNh/PKXv8y4LrIuJqNOCIVC5Obmwmw2Y8+ePfRe33777Yz7MUuOdDqNQCAwb5xOLBZDLBbLUPbN5cKyKQEzRv7Rj34EYJafxN4fs1JgNkR6vR7vvPNOxvMYjUbaWOr1errOArPdKbPZjEuXLmF8fBy9vb34+c9/jvz8fIjFYsTjcTgcDqjVauzYsQN8Pp8Km3g8TipRtolNJBI4d+4cJiYmqDhnkwEWpF5fX0/dvvdDJBKBTCbLsKhgaj8ej0cG0v/+7/+e4b2l0+lQW1sLr9eLH/3oR9Sk4fP5aGxshMlkIoNelvTANthMkMF88iorK+m87OrqgsvlIusIxtkNBoMYHx/PeO1msxkymQzt7e3vy837Y+NDFVpPPfUUnn32WfzzP/8z1qxZAw6Hg46ODnzve9/D008/DQBobW1FQ0PDH/XF/k+C0+mEWCwmDg6TXm/evBnpdBo//OEPodfr8eKLL2LRokUUrvzUU09BrVajtbUVOTk55P9isViwfv16vP766xAKhdi4cSNSqRRaW1vhdDohEAgorJeR4C9evIhAIIB3330XoVAI5eXlNKLq6+uDVCqFWCxGUVER7WCVSiWKi4uhUCgQi8XoYrho0SL09PTgzjvvhEwmw89//nM8/PDDVAQEAgH4fD7k5eXhgQceoPiZaDSKWCyGgoICavfGYjEMDAzA4/GgsbERGo0GZrMZZWVlqKurA5/PR3Z2NplfajQafPnLX4bdbofZbCYiJNuZplIp6HQ6NDY2YtOmTVizZg0OHjyIVatWwev1EieKeXMJBALs2LEDa9asIQd6hUIBoVCI/Px8RCIRLFmyhEaYLpcLAwMD8Hq9GBgYICNPtqOcnJyETqdDLBZDVVUVPvOZz2BsbAzLly/H6Ogo1q1bh40bN6Krq4sy5kpKStDZ2YnCwkLU1tbC6XTSxXlqagputxuBQACvvPIKjhw5gpycHPT29mJsbAzV1dWkGuPxeNDr9aRI1Ol0yM3NBY/Hg06ng0ajQXV1NTQaDflaabVaInTX1tait7cXVqsVnZ2dCAaD+PGPf4zx8XHk5eVRAfTVr34VXV1dFMdSXl6OQCCAkpISmM1m5Obm4plnnkEsFsOrr75KWZnM3FUkElF0FBvHMXVSMpmESqXCRz/6UbS1tZHKiYVuazQaLFmyhMaHarWark3MSHTx4sUIBALQarWQy+VkoqhUKuH3+6mIYMrICxcuwOfzwWg0gsPhIBAIYNGiRXC73VAoFJR16HK5kJ+fD5VKRWNKduyZQa9QKEQ4HKZgdD6fTzwx9j0CZgm84XAYwWCQrCDmFoGM/xaJRMgrTqfTUTeJx+MhFAqREpJxKwOBAIVkM6PjWCxGHUv2neNwOGQFwuJ82OLMlNHM+BT4vWKPbRZycnKQk5NDI9AVK1bAYrEgOzubPLyYN55MJkN5eTl1hhii0SisVit5AppMJixduhSnTp1CeXk52cnMLQSuBbOouRYGgwFyuXxer8bh4WHU1dVBq9XCbrejsLCQbB3YpmW+mBs2prv2d3O7hXM7PCwTsqSkhDYmTDjDCkV2f1ZIML81NhFgKklglr7Q0NCAVCqF2tpa1NXVkQlzXl4e2cYolcpbslBgHfXCwkL6nc1mw7Zt2yCTydDT0wOxWIwdO3ZkiA0uXryITZs2oaurC0uWLIFEIkE8HsfRo0fB4/FQW1uLgoICagiwzNi5xRqz+8nLywOHwyED58WLF+Ouu+7C6dOniXNbUlJyXRyT0+nEAw88AIfDAb/fT4XynwMfqtD693//dxQUFOAHP/gBSUELCgrw5S9/Gf/0T/8EYDY7cPfu3X+8V/pXjsuXL2f4wTCsXLkSpaWlGBgYIBWUSCTC2bNnaQzGIlG2bNkCAKTKWbx4MZYsWQIulwuTyYS6ujr4fD5YrVa43W6UlJTA6/XiZz/7GcLhMJm+qdVqnD17Fh0dHfB4PCgpKQGPx6NxTUdHB40FJRIJkdn37NlDREZGdk2lUhSPEolEoFar6WemGnG73WRKevr0adoBtre3E0m+tLQUarWa/HsKCgqI7C0QCCCXy8lDKz8/Hxs3bkRvby/WrVsHt9uNxYsXg8vlUv5cfn4+TCYTOBwOli5diqNHjyIrKwuNjY147733aPfzne98h4jvq1evRldXFwwGAynfAoEAOjo6aIwWi8WQSqXQ29tLETaMxF9fX09csqqqKnK+5vP5xJmqqqrCjh078NZbbwGY3Q1LpVJs374db731Ft5++22MjIxgYmICK1asgEKhwN69e9Hb2wu9Xo9oNIre3l6Mj49TRuV9992HqakpIq0zX6FoNEqcIuZKHY1G0d7ejkAgAI/HQ27dzKKAEbFZsDUL/JXL5ZBKpZienqYuZTgchslkQnd3NzweD1pbWyESidDd3U0+bDqdDsXFxTh69Ch97swweGBgACUlJTAajQiHw/j+979PHZGSkhL4/X4iIkciEUxMTMDj8VDsC+N+JZNJpFIpDAwMUAeUGc2y2CSmUNXr9SSZr6yshFarpU7h8PAwcWzYSF6lUtGC5PF4KOdSKpWipKSEoqlYJ4LP52Pp0qUIh8MoKCiA0WjEs88+S8WaTCaDz+eDWq2GRCLB/fffT75cLS0teOihh1BdXQ2bzYYLFy5QR5QVgNu3b8exY8dQW1uL/Px8jI2NYdmyZUin07jrrrvQ2dmJ48ePw+v1gs/nY/v27RgYGMCSJUvA5/Nx7tw58r9ix4b9l0gkkEgkMtIlamtrkUqlYDQaUV5eDr1eT15y2dnZZBvAzDEZ7ycej4PL5SIQCJC5rtPpRDKZJPNhZmwpEAioSGOEfUYnuNaWgBURbHPE7BqYPQCPx6PR843gcDioWzcXbKMzN5dQIpHQhjcQCMDv99N7ZcUM8ycMBALkaTj3/teaqLIONzMeZscamO3YiUQiUuixzSQbd7H3LhAIkJeXR50hFlNlt9vJ9uVaeL1esuBxuVz0PY/H4zh//vwtcbYSiQSEQmGGGWggEKBrc0dHB11bWC4xyzBl0WojIyMQi8Uwm82YmJhAf38/xGIxxsfHYbfb0draSp+jTCajAjAYDFJkm0gkImHEwYMH8fOf/xxyuRwHDhyAx+NBQUEBuFwuGhsb6dgyo2UAt6zC/GPhQxVaPB4P3/jGN/CNb3yDMv+u3QUwstz/ZEQiEYyNjcFut+PMmTNkU8GKCiabZnlizzzzDHg8Hvbt2wehUIjh4WEAsyHPIyMjOHHiBKRSaQYB/pe//CUkEgm6u7vhcrmwZ88e9PT0AJg1q7Tb7WhvbyfZt1wux/PPP4/s7GwEAgEIhUKMjY0hOzubeCMajYaKK6VSSb4ubCRzLRETABk/shEJ27EzKwOBQEA7fWZJwJzj7XY7EUC7urpI7cceh114WKA1M0esr6/Hpk2b0NLSQpwnNlowGAxEllUoFEilUlCpVBQxwkYEg4ODWL16NQwGA2w2Gzo6OnD77bdjbGyMOk9GoxFLlixBQUEBOjo6oFarUVVVhcWLFyOVSuHdd99FMpnE9u3bsXnzZvz93/89Vq1aRX5iIpEIWVlZtENtamrCxYsXoVarsWTJEoyPj6O+vp6I/z09PTQCXbduHZHmc3NzqbgaGhqixZx1VJiS02q1gsfjEamZ+VAtXryYxvts3MsItL29vaSGKygooDZ+XV0dGb7W1NRg9erVeO211+BwOMjhe3BwEMFgkEaPa9euRXZ2NmQyGa5cuYLa2lokEgniWwWDQSKzl5WVgcvl0ng7JycHMzMz5CAuEong8XjgdDpRVVVFeZvMafy2224jNZNMJkNTUxPcbjdUKhXGxsYgFosxODhIKlmv14uKigrirdntdsTjcTidTng8HsTjcfT19WVsKGw2G5ltHjx4kLp0jCDO4XBo4Y3H47h69SomJiaQSCRgs9nwq1/9CqFQiMxYZ2ZmKGng4MGD4HK5iMVicLvdOHz4MEpKShCJRMhtn8fjYWZmBiaTCaFQCFNTU9DpdFi0aBGysrLI7Xxqaoq6bFarFRKJBOfOnYPFYiGfLCacqK6uBo/Ho4zN6upqMrFlCzkb+bPvNxuRs+4L4wAyF/+51wVm58HlcqFUKmEwGCg2i8fjISsrCyKRCHa7nRIuWHC4VCqF1+uFRqOhx0skElCpVBAIBOT+z/zTmIdaTk4OpUFcS2uZCzaCBn6fZQjMcokYB40Rri0WC9LpNKl+2b9yuRwOh4NI2sFgkKKu5hZajLPIIq+Yiz6zLAmHw9BqtTSuDAaD4HK51EVnnX62qQ0GgxAIBKiqqiK/MQCUb8o2rXPNuBlYMcVc97VaLaqrq+Hz+chm5lbANjMMrCubSCSwbt06ytyVSCQYHx8nNemaNWswOTlJa8GZM2fQ0NAAkUgEqVRKeaylpaUUG/Tggw+SlcXIyAiN5Zm5Kou0Ki4uJg81Pp+PyspKTE5O4u6778bo6ChmZmYQDAapm3ozC4s/Bf5gw9L3i8T5fx0XLly4zhOF7Sb6+/vB5XLh9Xrx7LPPIj8/HydOnMDJkyfJWbqyshI6nQ5erxcjIyPgcDgYHR1FOBwm1dfZs2ep4meqNxaY/PLLL5PHD2sDM/Lq8ePHiZvAIl6cTictHozTxAjP7GLHHocpdFgcDxt7sBEeu/CWlJSQV5bBYIBer0ckEqFRB3tNjF9VWVmJQCCAhx9+mKJaYrEY1q1bR2Z3zIaBKSSfffZZ7N+/HzMzMygpKUEsFsPx48fxve99jxRaHA4HRUVFlJvndrspvPntt9+G0+lEZWUlioqKYDKZ6CJpMpmIa8J4LD6fD/feey8UCgVmZmbQ3NxMYyiJREJROMxmwe1249SpU3C73ejr68PFixfJ3JSRnJkqcmxsjHZdGo0GTqcTbrcbeXl5iEajEAgEcDqdmJ6eRjqdhlarxfT0NBUgTLTAlDwXL16E0+mkWAtWjDKZNOsksIuMVCpFRUUFnE4njEYj7r33XgwMDMDhcFDA8DvvvEP8QMZNY11RxlUBfu99xJShzAZifHwcly9fhsFggFarRWFhIZHAA4EAVq1aRe7QOTk5EAqFqKmpoWIvLy8P09PTcLvdlD/JxnTJZJL4fez4sSipyspKqFQqmEwmlJaWIpVKkYkhEzyUl5fDbDZDo9HQ6EalUlGHTiwWY/fu3bjrrruo+8s81ZjKj8vlUtHHNgZsLPazn/0MX/nKVyhe5/Of/zwOHjwIqVSKmpoaiqRZtWoVcWai0SimpqYQi8Wg1+sp+oR9H7lcLnW32ILCFkjWoWLqTa/Xi1QqhZKSEpSWllKHSKFQgM/nw+v1Ijs7GxwOh4QLubm5sNvtpPYTiURIp9PIzc1FOp3G5OQkenp6qIBiXRzW2WDO/sy6JScnh7iVoVCI3o9CoaDcQdaN4fF49NmsWrUKVVVVOH36dAZJfGJiAjKZDEVFRSQq0Gg00Gq1UKlUsNlsxNuSy+XEOSoqKrouKs3hcGB8fBzpdBrj4+PX8bVYvBQTmQAgwRHjeEmlUgQCATidTnC5XArtZikA7DPi8XjUbZPL5cjNzUVZWRmKi4tRXV2NM2fOYMOGDeT7pdPpSLXocDhw4cIFIoczFfTQ0BBZeDBoNBqsXLkSPp8P3d3dOH78+HVrFTN7ra6uBp/Pp3OKbcgZN+r9wDqfc8HsKnQ6HQmUlEolRkZG0N7eDpvNhu7ubjpv2LWjqakJsViMuJN2u51Mpg0GAxH+gdnGhUqlAp/PR1VVFWZmZsi2Y3p6OmMcrNFoMDw8jJaWFrjd7gzlJvBXYlgKzCpW3nzzTej1+uuqw+7u7j/4hf214JlnngGXy6VOCpuhs0R7piZ65ZVXqGBhu0XGD0mlUrSzYkUai/sAfm9YypRpTDbLxhGsAJrbLmbPzwJj2aycLfjstbIx0Fx/kmQySVmGbJcP4DoPE7aYa7Va6qYkEgn4/X5aJFimXywWyxizMG6I3W6H2+2mTD2VSoWVK1fC7XbDaDSS9cDckWR+fj4CgQCi0Sgt4IxMyTo7rCgRCoV45513MDExAYFAgI6ODvB4PBQUFMBut8Pr9cJsNkMsFkOj0SCdTkOlUmHZsmW0cLBCKplMEmE7kUjA6/VCIpEgJycHbrcber2esgbz8vLQ1tYGgUBASiZmOnvixAkaETBrCp/Ph82bN5OEnBU8jPPDunBM+s4WYPYa2bmUn59PbtTV1dWoqqqC2+2Gy+XCli1bEIlEsGHDBorbsdlspJJju/SGhgY8+OCD6OnpwfT0NF1YpVIp+VVZrVbyFRsbG4NSqcTAwAAKCgrQ1dUFo9GI0dFR+uzZ+cY4S9u3b0dJSQna2tpgNBrJwbqqqgoqlQpPPPEEfvGLX+DMmTMZRb9CoSCbk5GRESxevBg2m40UdUNDQ5BKpcTRYYV7MBjEpz71Kbz99tvYsGEDIpEIli1bhuHhYRprMKUsI4mz7x+Lj2Emm5FIhDYnsViM3M2VSiVCoRC+//3v4+LFi5Qdd/bsWTL3ZaNdhUIBuVyOsrIychivra3F8ePHsX79etrhq9VqRKNRzMzMIJVKYeXKlZDJZIhGoygvL0c0GqVR17p161BXV4evf/3rCIVClG/JPlumws3NzaWoHT6fD41GA6vVikAggIqKCiLXs6IdmF0Umapz06ZNOHPmDL785S/TItjS0gKZTIbGxkZSQlZWVqKiogKXLl1CUVERuru7sXTpUng8HsoJvXDhAvEltVotBgYGEAgEMDExQeN14Pedc1aQhMNhjI2NobS0FD6fj7pZXC4XNTU1MJlM9B2sqamBWCymERTzesrNzUVeXh5WrVqVcU1n+bBziw6mcAZm1XBzx4usO8c2iCwWi71ONtLMysoiJbjVasX09DScTid++9vfAgB1rdgYlQkKhoaGqGvKRtharTZj1JdOpzE8PEybVlYAzy3GWAHIOHxsPQBAlIFrjUjn4lbI8oy3x/z0WCIAS77Iy8ujNIJVq1ZlPB/bADQ1NVGQ/FznAvZ9YhsCuVxOcXNFRUVobGzMeC0sesztdqOxsZEmRMBfSUfrpz/9Kb7xjW/gE5/4BA4dOoRnnnkGGo0GV69ezUiQ/5+A+Wb9c+F2uz/U4zLV3Xxgu4mbPfetnkiscLp2ps/uz3gI892GFZccDgc8Ho/yycRiMXXVWEehvLwcPT09tNtJJpPo6uqikaDNZsMrr7wCu91O4xGXy0Xj1+effx4ajQZ2ux0vvPAC8QBYZBDbZdrtdgiFQvB4PBQVFRFngRWr/f39FHWTk5ODUCiE2tpacDgcPPjgg2hvb0djYyP5zrDdl0KhgNPpJBsC1qXS6XRIp9PweDy0EBkMBqxatQotLS3Yvn07JiYm0NfXR2MNRsBXq9U4d+4cXC4XjEYjuVcvXryYCPTZ2dkwGAzET+Dz+XSRXLJkScaxZ1wjNvIaHR2FyWSCWq2GxWKhjhDjvrHi9dSpUzQSZhlhdrsdbW1tKCkpoc5cfX09PB4PcXrGxsbIY6q4uBgulwvNzc3g8Xhwu93U7WQChZGREQCz7tNDQ0Nwu92wWCxwOBwoKipCW1sb7eQlEgkpaZkCjXUqVCoV8XKSySTlOBYUFGDlypVwOBw4f/48dWZVKhVSqRSOHDkCj8eDzs5O4o+wz5cp9VhRyEwUgdmFlUnTTSYTecAxw13Wtc3OzobP56O8RB6PB4FAQEWX2WzOiAa5cuUKgFkD0PLycjQ1NUEulyMvLw8ejweVlZWkgmWco8nJScqwk8vl9D75fD6ee+455ObmYmpqCkuXLkVpaSl17QKBAHQ6HXJycuB0OjE6OooNGzagvLycik0maNHr9cRnY5sVo9EIi8WCZDJJFhjPP/88LdTMPLWlpQVarZY82oBZ/pBSqSS1IrN9sVqtGX57kcj/z957h7dZn+vjt5YlWZK1LMny3iOeSew4CVlOwkwIGwqHTQf9tXSfHlpoSzlt6SmF0kVpaRll7wwI2Tt24njvvWVLsi1Z09r6/eHr83yt2AkhBUpb3deVCyy9kl7pld73+TzPPTyk3pudnUVWVhYsFguCwSAVPixtxO12w+v14qabboJAIMD+/fthMpnIYZ+lPjDe4uzsLJ3LBAIBFWMpKSlYuXJlxHnN4/FQB5uBbdPa2gq3242hoSHY7XZSPXZ0dFBxzyLGgLkxW2pqKkpKSrB69WrU1dVh9erVaG1tRX9/P1kRsG43S3Jgi8mWlhbK/EtLSyPrjpKSkgh6DuuCMuuamZkZagAAc93P6upqWK1WSCQS8mhj48dgMEiUgXPh7PM/E1PMB3OjZ/mb828Ph8NUWA0PD2P37t0Rz8nn82G1WnHq1CmySmEjZ8YHjImJQXx8PMVQMeHL/OKSgS2OCwoKiDOWmZmJ2dlZtLS0nPN9fhq4qELr6aefxl/+8hfceuutePHFF/H9738fmZmZ+PGPf0xdmyj+9cHa+8ydHZj7sYnFYjppMZVRbGwsqaBYB4zL5SImJgZXXXUVCgsLKTKG2UTk5+ejqqoKTzzxBJKSklBZWYnnn3+eTEULCwtRX19PirTq6mq8++67NM5gFzm28pbJZKRUYYo0lv/odDqxZMkSVFdXU0ePddxyc3OhUqlQWVkJiUSC0tJSugAzzll/fz9GRkZgs9mQmpoKlUoFoVBIXTTmaDzfyTgmJgYVFRXQ6/Xo6OggOwOtVks8s3Xr1qGrqwvFxcXo7OyE2+3GAw88gL/97W+Qy+VIT09HcnIyjZOZCCE+Ph4lJSUoKyvD0qVLsXfvXvT29mLDhg2orq4m5WNXVxesVitFJen1ejJ71Gg05JRst9vh8XhgtVrJ9mFsbAwqlQobN26EVCpFZ2cnFAoFWlpaIJVKoVKpsHTpUsTGxiI1NRXNzc245ZZbcPz4cbjdbiiVSjIgHRgYgE6nowKZnYQdDgfUajWNceVyOXp6evDee+9BpVJBJpNhamoKXC4XY2NjyMzMRF5eHvLz82G327F+/Xp0dnZCLpfTyReY6zIwew2BQICUlBSoVCry+iorK8P69euh1+uxZ88eJCUl4cCBA1SQp6SkoKysjMZrnZ2dJAzIyspCOBymzEpWQLMAbKPRSCq/tLQ05Ofn02+DKfaCwSDWrl2L9vZ2FBcXQyKRwOPxoKSkBPn5+aiuroZKpQKfz8eKFStQU1MDLpeLtWvXorW1FXV1ddBqtfR8zDD1v//7v/GjH/0I5eXlyMrKwqpVq8DhcKDT6ahr5Pf7KXOxv78fKSkp9BsZHh4Gh8NBeXk5fD4f/vd//xdisRi7du1CTEwMiTTefvvtCFUgK+gzMzPxzDPP4P7776f7Dh06hMLCQrzyyiv4/ve/T78V1pVmY06JRILa2lqyTzhz5gwVrOFwGNnZ2VS8sS4v4/0VFBRgamqKAr05HA7xPNmYjF3UA4EA5UyyWKz56OnpoYD4szE0NISlS5eSH2FcXByNqllOZFxcHLKysqBSqdDc3IwlS5agubkZnZ2dlOfHJhQFBQX0O2BxTqy7ycLiJRIJpqenYTabkZSUBJ1Oh/T0dJSUlECpVEKj0eDMmTNISkpCYmJixP4ePnwY4+PjuOOOO2hBefXVVy94X+d6/HycXWixrvt8sO8aUyayx/zqV7/CqlWrSDV/5swZiMViFBUVRTye2f709vYiNzcXqampeOONN6DRaMiPkKmHGRWkpaUFPB5vQVQfo2SwnFk2up2amvrMOeQXVWiNjIxQLhE7oQFztg8rV67EH/7wh09uDz/nEIvFJKtlYKszAEQEZ21rFr3BqnE2MhQIBMStYStmJuc9+/nPBTZSZJ0lPp8fMbphEAqF1G3i8/nktTUxMRFBbheJRMQ90el0cLlcZFnAVrCMID+fuM7+n3W2GKFcJBKR1P3UqVPw+Xw0QlWr1aiqqsLOnTtRWFiI5uZmJCQkQCwWk+9LSkoK0tLSUFRUhNTUVDz99NNQKpXEb4qPj6euk0wmw/DwMBEgmbQ8KyuLDCIZ7ygjIwMymQxisRh8Ph9//etfiUPHVDSDg4O48cYbYTKZkJaWRoqZcDhMFhBf+cpXsHv3bvT391O3l6m0AoEA4uPjIZFIiFNWWlpKrs3sgjg0NITGxkaYzWYkJCTg+uuvBzB3AnrwwQcpy0+tVlNs0SuvvILJyUmywGDu/8XFxbBarRCJRETy9fv9yMjIoO6gzWbDiRMniBzPiobu7m4oFAp0dXXBZrNBo9Ggq6sLJ06ciAid7enpoQBio9GIRx55BL29vZienoZYLIbBYMD4+DgVqMxbSalUQqlU0kjS7/cjPj4eQ0NDNEJhIzz2HREKhTh58iSGhoYgFovR1dWF06dPw2q1wmazwWq14vDhw1CpVLDZbMRjY35VbMTOFgBvvfUW7HY7rFYrpFIpebgpFAqKR2KIj4+nSA+LxQKpVEqZjqyjODk5SeOL0dFR8Hg8TE9Po7GxkRRrYrGYOjbMu8rlciElJQXd3d1obW3Fvn37KJFBrVbTeYI5nI+Pj8NoNOLgwYPUvTAYDOjt7cXPfvYzWCwW1NXVEQl4amqKuiFOpxNOp5M4iozTxcZTLDLFYrFgZmYGzz77LPmBMcd/1iE7c+YMWlpaIJfL4fP5IJVKEQqF0N/fj5deegkHDhyAQqGgQOHW1layHWEjJlbod3d307mTnaO0Wi0EAgH9Hk6dOhURZ8OEIQyMpzo+Pk7nu+npaeLxzSepAyBzV7fbTco0NoqdT1CfD7aYYt/Jq6++GiqVCldeeSVtw8awLA9VqVQiLi4OUqkUarUa8fHx8Pl80Gq1yMzMBDBXqMbFxZEVj1qthlQqpX89PT3IzMzEoUOHMDExAbfbTd5YGo0GExMTkMvlCzpSFosFAoGAsmGDwWDE95rBZDIhJiaGpiTsc/04XpiMg8mSGuZzl9vb2zE4OIhDhw4BAF03zvY7Y2AeYwKBgOgAzOyUdcbFYjHq6uowOjoKhUJBHWIGxrkcHR0lE2aW7nF2RNOnjYuO4JmenkZaWhrS0tJw6tQplJaWkprsPwlNTU30o54/KmDcpc7OTjJUMxqNuOGGGzAzM0MtYzZvZ47ou3fvhs1mo8KLqdWYzJ2t7piPDiOzsw4NK3IYV4zxW8RiMXV4/H5/hC8LC01l3I+YmBjodDqEw2FafQ8MDNCIgpHRWUHo9/vJzwqYy8JkHB4W3trU1IRvfetbqKmpQWtrK8WcMDVXV1cXOVX39vZG8JSEQiFqamowPDyM4eFhOBwO6nAw4q/NZsPExARdPFQqFRVLYrGYeEvsAsa4a8xDqLOzE06nk8KThUIhCgoK4HQ6YTQawefzUVZWhtbWVrS2tkKv1yMQCCA3NxeJiYl45513yKiQXcS1Wi2SkpLQ0tJCzxkTE4OYmBgIhUKUlpbi/fffx9TUFKmRWBdIKBRS12p0dJQc2zkcDnJycpCcnEyjxmXLlqGhoQE6nY4yCi0WC5qampCSkgKJREJEeEYYT0pKIhI2GxkJBALodDrk5OTAZrPRWDYYDNL4g7XgWaTP/v37sXTpUiQnJ5NvVlZWFq6//nqYTCZUVlYiEAigubkZjz76KL7xjW9ArVbD4XDg1ltvRUdHBwYGBqBUKonYzAx02W+C2XtotdoIrp/f76fsR6YUY+M2xh29/PLLMTExgc2bN2NwcBBKpRKnTp1CXl4ekpOT0dDQQEXo7Ows+Hw+srKyUFFRgcsvvzyCBzM1NQWbzUbcEOYtxgr2YDAY4WMG/L/OCivMmPt4IBDA8ePHYTKZ0NjYiM7OToRCIcoIZb+LpKQkdHV1UVf59OnTcLlc8Hq9NIqb33m2WCyIiYkh0juzkWBeSyycfcWKFaioqKDX5/P5uOmmm1BfX0+LG7/fT/YObW1t0Gq1VMBzOBwa1TErjNnZWSQmJsJkMpEaVa/XUzHLhAzs+5OQkICxsTHio3E4HOpCqlQqSjWYnp4mH7Jt27aRAOvYsWO49dZbqVj5+c9/jry8PCQlJZEr+LvvvovrrrsOu3btwrXXXguv1xsh4Kqvr0dcXBxlJ9bU1OCtt97CQw89FBFqDMyNDQ8dOkTnXJarxxan86PCWBeWqT+npqbQ19dHizaXywWLxRIxnl6zZg0SEhIwOjpK3XKRSAShUAiFQoHKykqoVCocPXoUWVlZWLZsGbxeL416S0tLyWyXgXXV8vLyyEcwJiZmQUdnZGSECOjMRmgxsPfHzvOsGGXGqMxPq7u7e4Hxa0JCwkWlxYRCIYpCq6ysjOg0MsETWyzPp+ow7vOKFStgNpvh8XiQmppK3N8DBw587H25WFxUobVx40bs2rULy5Ytw3333Ydvf/vbePvtt1FXV0cr8P8UJCQkLFBeMoUDKwBYZ6eurg6nTp0iR+fBwUFoNBqKu5icnMT9998PgUBAfAQWAxIXF4fy8nIcO3YMo6Oj4PP5eOedd5CTk0MtbOZvw8jParWa1CSMAMn8b8RiMeUTMqsJ5n3DMqbYF5ddyBgxfX52IiOM5uTk0OiGFUlMQv/FL34Rjz/+OBWILF9v5cqVKC0tJdL45ORkRI4cc0JmrvFOpxNyuRzDw8OIiYmBXq8n+XtDQwOKi4vR1dWFcDgMjUYDsVgMl8tF+YpsRcc4Rtdffz327NkDuVxOxSZTv01NTSEnJwfvvvsurfSeffZZFBcX06qdXaDr6+vhdDrx97//nYpAZlD661//OkJWHwqFyJn917/+NYU9d3V1kXElc6ZnMTXt7e1wOBzUQWPfD4vFgpdeeglZWVloamqCXq+HXC6Hy+WCTCZDdnY2WlpaIBAISLFWV1eH3t5eMpxkCjFW3LBoDebZwzoMgUCAYjCam5vJmyo2NpaUWEVFRZiengaHwyGXcZY9xsx12WjKYDCgubkZJpOJIkRYFys+Pp46ZIxPc+LECdjtdpSWlqK9vR0rVqyg7yHjfwwODtL3nHUtq6urqYvD8s7GxsbQ2tpKiQTAXMeQZaR1dnZifHwcR44cQUpKCpxOJ5RKJcbHxykKh42JWCEoEAhIucj84FixqFQqaVzMuHCMp8fOE3w+n5zm2eOYcSkrmsRiMWw2G9RqNRkaZ2RkUGHE4/GoK8iUoHa7HWlpaRRobrFYIJPJ4Ha70dnZSRYmzDzS6XRSQeZ2u3H48GHIZDLqzjEvJtaZlEqlaG1tpQU26+aw0Hp2jJg1AeOCzc7Oki/ZfEsDZtthsVjwf//3f3SRlUqliImJwY9+9CNahE5PT+P555+nTpXNZkNcXBwlPABz3KQnnngCYrEY//d//4dAIBDhP8WsIdjfrIjft28fFQrMfHZ+tx+Y44E999xz9Bth3nWscywUConjxqKOgLnJAyuQ52cBv/XWWwBARTswx5FlneYDBw4gGAxSNBAAsm/hcrk4cuQI4uPjFxSIrGMrlUqJs8bUlAyseGf82HOBdSFZgcyeJxgM0tiRGRHPh9PpxNjYGPr6+s753ItBIBAQX3FkZAQ9PT2Qy+V0v9vtpuvF1NQUkpOTIx4/Pj6OPXv20CL1bLHCZ4WLerW//OUvdJK4//77oVarcfz4cVx99dX46le/+onu4L8yWIcCmOuqbNq0iVZadrsdZ86cIa4S82Fpbm6mE+mZM2eI0D05OUmdr4aGBpK8C4VCJCQkkBIqGAwiISEBQqEQFRUVxBWamZmBRqOBw+GASCTCpZdeihMnTiAlJQVerxfHjx8nTxK32x1hSQCAiLUikQhWq5VW/2x2rlarUVxcjD179lBgNSMyv/jiixgaGiLncmaAyXhKWq0WNpsNhYWFsFgstPoeHh4mVR07uZSUlBBROj4+Hnw+H8nJyWhvb6d4D2ZM2tTUBL/fTxcLmUxGbtfsR8flcuFyuWisoVarkZubi+TkZOJJJCYmQi6XQ6lU0gmUKR4TEhJIZXPfffeRyzs7AQmFQthsNrq4qtVqaq1/+9vfBgA8+OCDaGlpoQgNZh9hNBppTCcSiSAWi2ncOjw8DKlUShcN5u4MgEb509PT5PTPIk5YIVtUVERSa6Z8Zd1PZr7JOEctLS1wOp1ob2+PiNMRiURITk6GUqmE0Wgkbs3o6Ch8Ph/x+DweD8xmMw4fPkw+TYynJ5FIoFaridvE7Bw0Gg0VXuzkzuFwMDk5iaGhIcTExFAMz9jYGIqKishvio0tZDIZOaur1WoYjUZkZGTA4/FQ9l13dzcGBwdRUFCA06dP0yidqfSYHxbrXLlcLjqmjFjOxuzMl45dGNnopLy8HBUVFeDxeGTBMTAwAJFIhLvuugu7du3Cli1b8Pbbb1P+I7uA5ubmIhgM4uTJk3C5XNDr9UhISCA38o0bN9IYkJm0cjgcWCwWKq4HBweJQsBCl5nRJ+tOxcfHo7KyksxgGeE+FAohLS0NKSkpxIspLy8ntfP09DR1GtlnzqxaVqxYgZGRESxduhQjIyNoa2vDihUrIBaL0draCrFYjOPHj+O6666j4F9grvB8/vnnoVKpkJCQgCNHjpBNBftOWCwWqFQqimtiF/+ioiLY7XZyXu/v7ydndhb/JRKJEBcXB7/fTypMBrPZTCpoRoNg5wA2dmL3yWQy5OXlUQgyy+JjI3cWh6XT6TA+Pk5GpWKxGB0dHUhNTV2UE8V8qZhfHgtez8vLw8zMDIaHh+lxzOKAw+HQSJAVfmzsx6KS2Pl2vrEsA1MxM0sOth/zPxsAdO4Ri8URFgks75ItPBjYPjArEhZ9dqFg6vXp6WmMj49TJiIrNAOBAPr6+tDd3U3dvfmYmJigInl2dpbixBbj332auKhCi3U9GhoaYDabIRQKsXnzZgDAnj17FiXbRQEy4wPmvIzODkwNhUJ49tlnMTIygvvuuw+Dg4ML3PU5HA62b9+OLVu24Mc//jE8Hg+cTieSk5ORlJQEjUaDxMREtLW14ZJLLsH4+DjKysrwi1/8Amq1mrhZrOPQ1tZG5N7S0lIAc2rG8vJy9PT0ENFz48aNZJ3AnJ0FAgEpv15//fUIawc2WuDxeGTKuG/fPjKyZH49GzdupKR5poZjxMX4+HiMj48jKyuLijsmiWfEbIvFgnA4TN2c+R4sXq+XCsPExERaqQNzq8+6ujoYjUb09/fD5XKRSzm7sO/evZs6elVVVaSqY8alBoMBqampEIlEkMvl2Lt3L9kAvPzyy/B4PBAKhcRdYCHDrMvxta99DS6XCwaDgVzg//u//xtnzpwhM0StVouYmBjy+pJIJLjqqqvoOLDOl0KhIE4Ia40rFApSeOXm5mLbtm3w+Xx4+umncfXVV2N4eJi6H1arFT6fjwo6Fnx9991348MPP4Rarcby5cuxf/9+ZGdnk1UFOwkyQ83MzEwy51Sr1bjvvvsos02tVkOlUuGWW27BsWPHcM0116CoqAhPPvkkdcnb2trA4/GQlZWFmZkZ9PX1gcPhUCAxMzLVaDSwWCwYHh6muBiWcyYQCEikwc5VzMiRfSYDAwOIjY2FUqmkfE6bzUajL8YdYtwaZlzJjgmTq4dCITLU9Xg8EcUOK15Zdyc+Pp46oS6XC7OzsxgcHMTw8DCNWmJjY9HR0UHf09OnT9PFBgC57VssFuJ0MvNYpq4cHR2FRCIhGkFycjKR20dHR9HU1ERFm1qtJq8n5tcmkUiQkZGBpKQkGjONjY3RAozZhrDOQExMDJYuXUrRXzabDUePHsXJkydhtVqpQykQCHDmzBkyBpVKpfR9nD+Cio+Ph0wmg06noyLf4XBQ552N/dkIXqVSUYHKCiJmCDswMEDCD3aRZ/FGNpuNOmnsO+ZyueD3++n8Njk5SSawjFc0MzMDk8lEymwmwGDdIqaWY0anbJyvUCgQGxtLtjnMYobBarVGUG/YeYjL5ZIa0efzkVEs25epqSlYLBaIxWLi3On1eurSMQd69rtWKBSoqKiIuK643W4MDw+TurirqwtGoxHp6ekRo0gAND5nkVsej4dibVgSAOMKMzBu42IqfNZV5nK5C6ZDLF5KrVaTcetiAebMw4+J8djCjP0+2TWJ+UVeiAv+J4mLKrT27NmDO+64Y9FIGdYpiOLjg8vl4t5778Vbb72F0tJSdHZ2oqamhnxH2IjC7Xbj4MGDyM/Px65du5CdnY2NGzeSsmbZsmV0omAxOmlpaXC73RQaOzk5CYVCQSdAxiFjq3bmS6TRaMjRWC6XQ6FQEMeJ5WUlJiZCJpOR5Hnt2rWw2WwYHBwkU08AROJm5nSsWGdGi3q9nk4WjGDPfrR9fX0IhUJYsmQJBAIBBanOP2lpNBpUVlZieHgYJSUl1NHKzs6GVCql7gSPx4NEIsHWrVvJg4fH46GiogI7d+7Evn37YDabSQl07733orq6Gj09PZBIJDAYDOjv7yd1JCt4MjMzIRAIYLfbkZeXh8TERFIKdnR0YHBwEKtXr8bIyAisVisFAE9PT9No8OWXXybbA51Oh9LSUsonZCOItrY2kpU7HA5cf/31eO655xAIBDA1NYWMjAzodDrcf//9FEZcUlKC1tZWVFRU0MnWarWiqKiIOkmsMxAIBFBSUgK9Xk+KUolEgo0bN6Kzs5PGWcXFxVAqlfj2t7+NX//61+ju7qYg45iYGBQWFkKj0aC2tpba+0uXLkUgEEBycjICgQDEYjG52LMxd2lpKZYvXw4ej4fdu3fj6quvxu7du5GZmYmuri7ccccd6Ovrg8vlQlFREbq6umgUk52dTVmWSqWSuhm9vb245557IBaLMTY2RmOqwcFBTE9PY+/evdRdtlgs5MLO/M5YSHhsbCy2bNmChoYGCIVC9PX1ITs7G+vWrcPvfvc7+l4rlUpUVVXBZDIhNTUVjz/+OIA5ztD+/fvh8XiQlpYGlUqFgwcPIjU1FX6/H3feeScsFgueeeYZ8kITCATo7e3F0NAQ8vLyMDw8TOG+K1euxLFjx0h1yDzq2Iqd8UG7u7vhdDpptKZWqxEbGwubzUYj3zvvvJPSJ7KzsymiiZkKs9xCdrGcnJxEe3t7hMcbE87k5eUhKysLp0+fplEW6wKxcaBYLMaGDRsodxGY69DU1NQgNzeXznUs2JlxsYC57hQj1GdkZFAMGct2ZEpDjUaDpKQkmM1mEqOwhQWHw6GOMBM2iEQiOBwO3HnnncjJyYHH40FLSwtWrFhBrv+rV69GQ0MDent7UVxcTMrB+vp65OXlQSqV4sCBA9S5ZgtC9pkDwF133YWpqSmYTCYafaampkZ0WiYmJqBQKMDlcpGbm4v09HTyZDub62SxWFBdXU02NGzRBYBsPVQqFcbGxmgyAszlJKpUKvh8PvK+UqvVWLVqFWU6Mpd8BofDgcLCQrS3tyMrK4tsKdhouaSkBAAiRFis6DybXD8yMkJ8sbGxMVx++eWUWMDMoDs7O1FQUEB8rLN9z9hYMj8/n74bpaWlUCqVlLHIxuTMNkelUkUkD3zauKhC6+tf/zpuvvlm/PjHP6ZcrCg+GTAp+rFjx6DX62E2m2l8NDMzgxtvvBFr1qxBTU0NCgoKaHTC5XIhEolgt9tpxPXlL38Zb7zxBqlr2JgIAJ1kL7/8cjKqM5vNpDJUKpWw2WyYnp5GQkICjfpUKhWtlv1+PyoqKoijwQi0MTExyMjIwNjYGI1SZmZmUFhYiMLCQuzatQslJSXo6elBQkICeeq89957ZJC5dOlSCtVdsWIFgLlVisvlwsTEBBlMxsfH4/Tp06SqYhwtRvgXiUTIyckhFWZJSQlllzHOBeOGsRHu+Pg4zpw5Q12TAwcOkGu3RCKBUqnEkiVLqNsyOjqKmJgYkuu73W4AcytJ1m1gYJ26YDCI0tJSFBUV4ZVXXsGaNWswPDyMVatW4cyZM/B4PKQInJqawtTUFJmharVa5OfnE7+qtLQUGRkZxF8TCATgcDikShQIBKivr6fbJRIJUlNTSWmYmZlJobQCgQAmk4m4a3w+Hw0NDUhJScEPfvADjI2NQalUUnckLS0No6OjmJiYQHJyMmZmZuB2u5GZmYns7GyIxWJcdtll1GFobm7GxMQE0tPT8eGHH2J8fBzt7e3wer2ora3Fli1baNTKTGwZXy8QCCA/Px9bt27FK6+8AovFQqR0djFmK2ylUkkdLbfbDYfDQWKd5uZmWK1W9Pf3U7dAJBIhNjYWMpkMK1euRG5uLrZv346srCwoFArs3r2buEUnTpwgZZjVasWZM2do0eL1eqkI6uzsJC7bfffdB2BOXTY8PAyFQkFqTDbWk0ql2LVrFxISEpCWloZt27ahsrISarUajz/+OAKBAH79619DIBDgiSeegMlkglQqRXl5OZH+d+zYgdzcXCxbtozeNzPAnJ/RN3+8zwQlbrcbmzZtQmtrK8WE1dTU4NJLL6WRY35+PnVl+/r6qMCZ3yExGo1QKBS44YYbcMUVVxBP6eWXX8aKFStw7NgxiqVJTk4mXk1XVxcCgQCuu+46EqOwYHOn00mCDmCuiyQWiyGXy6kDGgqFkJOTg4mJCVRUVIDL5aKnpwepqalYsmTJgoLhbIRCIZhMJoyNjeH06dMYGBgg1XJCQgJxFmNiYkgxy4xEAdDvkS2IWTHDtmPcu8nJSeqqxcfHU3E1X80LzHXeBgcHyTKGdd9tNhuampoitmV5spWVlfB6vRgfH6fRHvusg8EgOdQXFhaSIpyZ1zJDT7FYDK1WSypJxnH1er3QarVobW0lHvKSJUvA4/GwcuVKnDlzBl6vF1VVVYt+voxLBvy/keKBAwdoGvb222+jpaWFTFnZeZONuT0eD43lWbIBMMez6+vrw9jYGIC5LlhzczMVd729vXSOZ8Xu/KL9s8BFFVpmsxnf+c53okXWp4RzKTPee+89kgTPz6977733SN3EVtNGoxFPPfUUGhsbsXTpUnz5y1/G0aNH6YvOOjJVVVXEmfnDH/5AIciPP/44vvjFL2Lt2rU4dOgQRkZGyMGaRcckJyfjoYcewv79+2G327F9+3YKpfb5fHC5XIiJiUF2djZFprCTF3Ml/+Mf/whgjkcgFouhUCjA4/EoqkMmk6GgoAAWiwUikQiXXXYZ6urqaOyTlpaG3t5erF+/HqtXr8avf/1rrFy5Et/4xjfQ3NxMRqETExOYmJggfhePx8Nrr72Grq4uKlqcTifEYjFSU1MxMDCADRs24Pnnn0dtbS11r2pqaiAWiyl9XqVSITs7mywNWJEwODhI3cLbb78dP/7xjxEbGxuhhmTxOgUFBWhtbYXX66XxAnNQDgQC+OIXv4ja2loMDg6is7MT69atw9jYWITNgN1uR1lZGQWtMk+k+Ph4JCYm4tprr6V8tO985zs0emJFc2xsLEwmE4VLM1FAcnIydaqYkSkjSsfGxmJgYACXX345ccCAOWJtb28vjh49iuTkZAiFQpw+fZqKbtbWZ+HKjJDMFJ89PT0YHx+HRqNBe3s73n//feocnjx5Eh0dHWhubobf76duCHMXZ9mZYrGYxpvsOAFzdhSM/MxGQay4ttvt6O7ups9gZmYGqamppM5kK/KZmRnw+Xx6ntnZWep2sffHuifLli1DMBjET3/6Uzrm3/3ud/HAAw8gPz8fd955J7nKFxUV4YYbbkB3dzfS0tIwMzOD999/H2lpaUSgZuN/lkP57W9/m0Y03d3d2LVrF4qLi3Hvvffi8OHD0Ov1GB0dRXNzM1leZGdnIyMjg9TNTGzBpPY8Hg95eXnw+XwoLi7GxMQEeT8xVSP7vYyPj8NisUS4bnO5XExPT0dI95n3m0QiIWsbg8GAv/zlL7TN6OgoZmZmkJubSzFazLJhdnYWw8PDtC1TncbFxaGxsZEI6IwnxLiAXC6X1MiMdnD2KIyBjb4mJydRX19PNh/MsNfv95NVitPpxMTEBI4dO4ahoSEAc2ay7DvCOp3MRoDlbIZCIQqGZiM9u91Ot83v+LDvFfOCYlwrtVqNuLg4OpdzuVykp6fTb1+hUBCPCpjjSLIJh9vtRkdHB0wmE4LBIHkAst8GAJp2sC6XSCQiI2ixWIz4+Hj6jPft2wepVIqBgQFa8DAzWNbNZ5hvfj3/OLKR7sqVK7Fv3z74fD5yiAfmJiGXXnopZZoWFRXh6NGjRHAPh8MRnl1Mdc/lcpGTk4PCwkL09/cjJiYGZWVl6OrqQmVlJf785z8v+j34NHBRhdaNN96II0eOUFs+is8GaWlplOnERi1lZWVQKpWUXXjixAlIpVIIhUJqfa9btw7PPfcctmzZgo6ODuJdSSQScDgclJWVISsri9Rov//976mt6nA4IBAIcM8992DHjh04efIk1Go1jYYaGxuJj8PItzk5OfB6veju7qZtORwO2tvbIZfLKZaCuWuzH0lZWRkOHz5M3kNKpRJCoZDGaMwHSaFQ0InDbDbDaDRi9+7d8Hg86O3tpU5Nd3c3YmNj0dbWBovFQsR1gUCAsrIyGAwGeDweMrb75S9/SX4rHA6HfMLKy8sxNDRE5Fg2tjtx4gSdzKemptDf308jULavJpMJfX19tE/z5fdsbMCcjzkcDoaHh4kPxHgeNTU16OnpoeDjvr4+uN1uCv2uq6sjpef4+DgVRTU1NaQm7e/vx7Fjx2gM+9e//pVWvJOTk8jKysLIyAjx74aHh6FUKpGTk4OkpCRy7Pf5fJDL5XA6ncSdYMefKQVDoRBKSkqgVqtpnBcOh6HT6dDZ2QmpVIq+vj54vV7KPmT/3nzzTRp3sX378MMPaYQZHx8Ps9lMnzvjgrDwXQDkkF9ZWUmFlMfjIQ8fqVSKlJQUWK1WeDwe3HnnnTh8+DA4HA56e3sRHx9P+8i6XjqdDg6HgwQo88cg4XCYCPosJ9BkMkGhUBDfjsWSsXio7u5uuogz9ef+/fvxwgsvwOfzITMzk1zSJyYmkJmZiaamJnznO99Beno6qqur4fP5IhzYWdHT3d2N48ePo7q6GqtWrcK+ffswNjZGHRS2mmefl8PhoJEuMNfZeeaZZ5CRkQE+n0/8MrlcjiVLlpAKd2hoCBkZGYiNjV2g9mKdQnY8XC4XjZTT09OJWzc/wYKJKcLhMHG1GH9q+fLlEc/f1dUFgUCATZs2kb+XSqWCVqvFk08+ic2bN2NgYABerxdbt27F6dOnIRAIUFRUdM583sbGRmi1Wrz66qsoLCykYOoXXngBTz31FHJzc/HSSy+RS3wgEMChQ4dw2WWXAQBOnTqFO++8EwDw+uuv4wtf+AIaGhogkUgQGxuL2tpaACCKxszMDEpLS6kzeHbHzePxkCUE+w2lp6cjNjYWFRUV9BsxGAw4ceIEZmZmUFJSQuam7HiyriYj9ut0OhQUFMDr9RJnDpgrUHg8HpYuXYrbb7+dvtfhcJjc+y+//HKKlFOpVHjwwQdpfxkXqr29HcePHyfLDBb2vhi0Wi2Sk5NJybthwwYSmGzcuJE+5yVLllDOK0ti2LBhw6LZjC6XC3V1dSQYOHnyJNxuN1wuF3UIF/MS+zRxUYXWH/7wB9x00004fvw4iouLF+QjfeMb3/hEdi6KSDDPsoKCAshkMpKjV1ZW4sCBA8jMzERtbS2+8IUvQCaTUbZdaWkppFIpjh07RsRFNv5hhNWsrCzo9XriNWm1WjoJuN1u8rgSCAQoLi7G8PAw+Hw+XnzxRXJHHxwcpPFLV1cXFRBOpxM8Hg+JiYm06mAWBEzF5Xa7qfhjeWXNzc3kIJ2eno7du3fjySefpIvUzMwM7rrrLoyPj6OlpQWtra3QarWIi4sjQ9TExERkZWXB4XAgJiYGra2tEAgE2Lp1K3JyclBVVYXS0lI0NDTg8ccfx1e+8hWKgOjv7ydZvEwmI0uKrKwsrF+/nki9zPVdJBIRUZS1u4VCIerr6ymnsqamBhkZGWSsKhQKiXvA4/Hwpz/9CYODg/S+GRmbmUj6/X6yIpDJZKS0YSd9h8NBn3tSUhLkcjlycnLowpOVlQWJRAKr1YrKykocP34cw8PDGBwchNvtRmFhIfLz8/Hb3/4WTqcTXV1d9DkyF/Sbb74ZR44coRV6QUEBrrnmGjoOPT09WLVqFUwmE7xeL8bGxlBSUoJHHnkETz31FOrq6iAQCFBaWkrcw61bt6KmpgZlZWV45513UFFRQQpbtVpNJ2HWyWDjmMTERNxxxx3o6uoiebfD4cCBAwdQWFhI3/Xk5GSUlpbigw8+ILf12traCOFAZWUlLUzy8vJIGs7w0EMP4f3338cNN9yA6upq3HjjjcjIyMC3v/1tLFmyhKwMmF8b47vk5ubSBekPf/gDYmNjkZCQgIqKCvzud7+DTCYj/syqVauoc8C6tocOHUJfXx90Oh1UKhWSkpKQl5eHoaEh6sABIE8npsa89dZbsWzZMiQlJaGvrw/t7e1ISUmhwszn82HVqlUQiUR45JFHAAAnTpygboDdbqduCXOgX7JkCQkMGJ9mdHSUeDkMx48fxyWXXEJ+dzU1NUhLS0NqaiqkUimWLVuGw4cPRxRQjHy+fv16qFQqlJWV4ejRowiHwzSO8nq9OHz4MH0XWWeztbWVFhh2ux0nTpwgjt0HH3xAtisikeic0n42GjObzbTPwFykzh133EGCmr///e/0GLPZjO3btwOYs23YuXMngDm+0dtvv01+WazzwoQZ7N/evXtJrarT6RbkF05MTBCFgHWIgsEg9u7dS8KqcDgMt9uNmJgYCstmUwoA1C0TCoWkFmaFqsPhQF9fHy3GmELv8ccfp4BsYK74tlqteP3112n/NBoNKacBRBDSmagiFArRSHv+2JD9v8FgILUvs1Hxer3IycmhLunY2Bj9f2pqakRW72J8cJFIhMrKyoj93LVrF2Uv8vl8mip8VrioQuvVV1/F3r17IRaLceTIkYh2J4fDueBC69ixY3j88cdRX1+PiYkJvPfee7j22mvp/nfffRd//vOfUV9fT12Os232z4bf78djjz2GF198EQaDAXl5efi///u/CPXeI488Qq18Bp1ORx5Cn1ew6JmXX34Z//Vf/wWj0UijL4PBgMLCQgojZWaiAoGAzCVPnz5NrW/WDbniiitQV1cHYC6DLhwOo6GhgVbAQqEQaWlpuOuuu/Dee+8hPj4eAwMD5KczMTGB2267DWNjYxRdYTAYSAliNpuJFxQMBml8wKTaLAQ1OTmZTD0Zx4kVOevXr6f5ukQiofDUjIwMaLVaJCYmYmpqCitWrMCf/vQnUpylpaUhMzOTSJEAiPT6/e9/n8QCdXV1cDqdePzxx+liqVAoqFhZsWIFJBIJuru7yXuJnSyqqqqQl5eHF154AVVVVXj77bfJmoAFTl9zzTVoaWlBcnIyuFwuNm/ejOzsbGi1WkxPT8Nut5ODOtuGtdOXLVsGLpdL5pqM92WxWLB+/XoiMk9MTNC4kcXfsBM3U3x6vV7U19eTyvLJJ59EUVERTp48CZ/Ph2PHjsHpdKKzs5Oy15KTk2lkIpVKkZSURP5lxcXFyMrKAofDwfr166FQKPCrX/0KbW1tmJmZgd1up3gZdkzneyfFxsYiEAggPT0dR48eJb4hUwtdf/31OHHiBLKzsxEfH4/169fD4/FgcnKSOmLMmZ0ZT7IsM41Gg5KSErz55pvQ6XR0MWEKNh6Ph6SkJAQCAXg8HjQ1NREfsaOjAx0dHbDb7fj5z39Ov7+jR4/C4XCguroaMpkM+/btQzgcxvj4OJ302WsAcxfehIQE6hDFxsaioaEBcXFxqKurw6FDh9Db24ulS5ciHA7DaDRSd2M+mHM743UZDAYi8bPxK4tYYiKLv/71r/B4PGRIy/yImPcWMMcBeuONNygJwOv10oicZeV5PB709/djZmaG/NaAuTFfdnY2vF5vRPIFg8lkQmdnJwQCAVmMCIVCsnZhv8Xjx4/TY7q6uuByuXDkyBF0d3djYGAAU1NTiI+PR3d3N/EOdTodWbMsX74cdrsdNpsNa9asIUoEs+5oaGjAhg0b0NXVRaNAZoNyNiQSCYRCIVpbWzE9PU3jZjYSXrJkyQIidnV1NaWkMDBjWWblw8AUtT6fDyaTCU6nk0RPzPrhbH+r+aipqaExKvues2svG+Xl5eVhenqajKIBUNGvUqnoXB8MBklowGx85HI5EeInJyeh1WpxzTXX0PaNjY0Uq7QYHA4H8vLykJeXh/fffx+zs7NQKBQLPLXcbjc974kTJ1BYWEjHhI0dR0dHcckll9Dnecstt0Q8h0wmw2233YZgMIi2traPFOAZDAYEg0Hcfffd6OjooALvs8JFFVoPP/wwHn30UTz44IOLtu4uFC6XC6Wlpbjnnntwww03LHr/JZdcgptuuglf+tKXLnjfXn75ZTz77LPIz8/H3r17cd1116G6ujqifVlYWBjhDHuuuf3nCRwOB1u3bsWOHTswMTFB9g0s6HZiYgJ8Ph9erxexsbHYuXMnmpqa0N/fj8HBQYhEItx777348MMPodPpUFdXh87OTrz55ptoaWkh40eDwYCDBw+SesVkMuGpp57CxMQEZmZmKKiWkYG1Wi0cDgc0Gg3i4uJQXFxMcSV5eXno6enBypUr0d3dDZVKRQUBiwpitgrMgZ2dvFnK/fbt27FkyRJIJBIkJiYiISEBfr8fqamp2L9/P3kOhcNh8vJRq9XIz8/H8ePHceedd+K2226DVCrFc889h6ysLGzYsAHx8fH4zW9+g+TkZHg8HvD5fOTm5lJx5nK5oNVqYTQaaUXKsh79fj8p3drb22Gz2cjvjHGYcnJyoFKpsG7dOvB4PPLfYTYEoVAIjY2NyM3NRVpaGmZnZ3HLLbfgZz/7Gb3/1tZWDA8PU9RKXFwcnnjiCTz00EMQi8X44he/iPvvv584VSykl8UhMa6SUqkkArTdbkd6ejra29vR1dVFXaLCwkIUFxejtrYWXq8XFosFNTU18Hq9MBgMCIfDmJ2dxTPPPEN2GGazGeXl5ejo6KAkgPlhsPv27cPmzZsRGxtLFgHBYBBKpRJr167FFVdcgTfffBMulwsZGRnYsmUL7HY7rr/+evJtam1thVKpxJ49e3DVVVfh+PHj6O3tRV5eHrq6ujAyMgKJRIKkpCTMzs5ienoak5OTaG1tRVZWFuLi4mjkPD+ayuVygcfjYXJyksLPk5KSaP+BufGNTCZDfn4+xsbGIJPJ8Jvf/AbAHGk4LS0NJSUl1B1g/CX2W2Cfe2trK8xmMzntO51OpKWlIS4uDhqNhvzRzp4OAHMXlXA4jJSUFExOTiI1NRUymQwWiwXJycmQyWTU+WMiFaPRCLPZTOc1xlHS6XQ0ytdoNKT0tNlsNNbm8XgoLi4Gj8dDT08PFdolJSVUJOn1evKqWiyMOBgMYtmyZeSKzrytrFYrkcRTUlIA/L+4F7PZjLS0NNx2221oaGhATk4OjEYjLBYLKioqSMyxfPlyvPvuu8TnVKvVcLvduO222zAwMACDwYBbb70VfX19+N73vofy8nI6XwSDQRppzgfrMAGgTjUrSKempjA+Po6Ojg60tLRENBYMBgONBJVKJcRiMZHO55P3gblFRkFBAXw+Hzn/T0xMECeKmeqeCykpKWRinJiYGKFQHBkZIVEAS+9gI1KLxQKHw0EecnK5HJdddhlOnDhB3dze3l7k5ORgZmaGIrpCoRDUajWKioqQlJQEkUiEm2666Zz7B8yNCTkcDlEwzraRAOYI8IwXNjk5iV27dkUUSowWsXPnTvT09GBkZATvvvtuRDE/PDyMvXv3UvD8/Lifs8GyFQUCAV588UXig36WuKhCy+fz4ZZbbvmHiiwAuPLKKyMyos7GHXfcAQBENrwQvPTSS3jooYdw1VVXAQC++tWvYu/evXjiiSfw8ssv03ZstfmviLVr12Lnzp246667kJeXhzfffBPp6enkdv3AAw9ArVbTCZo5p5eVlWFoaAgymQwxMTEYGBhAeno61q1bh5tvvhlf+9rXoFarkZqaiu9973vYsWMHTp8+TSt1pvJhMTm9vb0UWBwMBuH1euFwOKDX6zE1NYXp6WkqnphtRGdnJwKBAGWMAaC2MOOlqNVqMvVjzusnT55ERkYGBgYGSKbb0dFB7vZWqxX19fX0vtjKOxQK4emnn4ZerycOC5NwM8drZh3B5XLR19eHpqYmSKVSuN1u4n0xN/bi4mI0NDTgxIkTqK2txYkTJzA+Pg6Hw4E9e/aQt5Df7yfF1CuvvELcJ5bFNjs7S948Wq0Wer0eg4OD6O3thclkwsqVK9HT04NvfvOb+PDDD5GdnY0nnngCPB4PycnJ0Ov1xGVhQcc33ngjsrKy8L3vfQ9DQ0PEzWAmsSkpKTQiZpwQFg/DbDY4HA55cqWmplJXg0n3c3NzMTk5SUUH43AcP36cPNQGBwcxNDREHlUsSufdd9+lKCGxWIza2lps2rSJCNoTExPo7e1Ff38/dXsYX0MoFFJcTk1NDex2O93/4osvkgBhenqabC4MBgOKiooo09HlcsFqtSImJgbvvfceRCIRkcFtNhtF7JSVlSEhIQFVVVXklt/e3o4zZ84gFAoRyXtwcBDr1q1DMBjET37yExw6dAgbN27EO++8Q92/tLQ0Ehp861vfwpNPPokNGzZgaGgI99xzD1566SU88MADCIfD+OMf/4iHH354we+d2SFccsklqK6uRnt7OxWJjDMmkUggEomg0+kobHzv3r24++67wefz0dXVBZ1OhzVr1pDBJgBSfWo0Guzduxd8Pj9CkcV+W8uWLUNubi5mZmboPvYbY/9VqVS4+eab6bZly5aR+TILrx4cHCTu0NlS/+XLl0cYa7L/xsTEkPoUmLNR4HA4qKqqgtFoxMsvv4zCwkKiIbDnTU5ORkZGBl3EY2JiMDo6im9961sLOnDzYbfbcfjwYfq7oqICDQ0N2LZtG3JyckgFDYAWNpOTkzh58iSWLFmC2dlZtLS0RIyvAJBRqsfjIWrDZZddhn379iEvLw+zs7NQq9ULCjSGwcFBGtV7PB643W7MzMxQN5RZ6jAe6XwDWDYaZIuBQ4cOkadbYmIi+Hw+jTW9Xi+NhE+cOIG33noLqampaG9vp/i0s8Ok54PL5eLEiRNkWcI+Uza6PXjwILq6ukiJyfhkXq+XFvtOpxMJCQnw+XwIBALo7OyMuF4ztSYzX10s+o/dNjAwQNm78wUwnyUuqtC666678MYbb+CHP/zhJ70//zCYSeV8iMXiiKgDYM5XJzExEUKhEJWVlfjFL35xXskn+xIwMCLpPwOM9Hn8+HGUl5cjLy8PMTExWLNmDZqamlBSUoKrr74azc3NUKlUUCgUMBqNlALvdruxd+9ecLlcWjmmpKSgqKgIJpMJNpsNu3fvJuXI8uXLkZqaCrPZjDvuuAM7d+6E3+9HZWUljh49Cr1ej0OHDhEXgbnwjo+PA5hLs//ggw/IHkEqlRKBXKVS0VyekYmZdJ4Fare0tFBRwDy23G43Wltb4XA4kJmZSRyC+cGoIyMj5GA/MTEBiURCz8mUW4zPwPgFzI9IoVAQ6Zo5sgcCAfT391NuGJ/Px/j4OPEj8vPzqX3PcvvGxsbw4Ycfwmq1YnBwkEZyNpuNlHS1tbUoLi7G2NgYnnnmGRgMBpw8eRIOhwPf/OY3YbVaERsbS0XtPffcQwXmTTfdRNE8L774InQ6HWZnZ2Gz2fDHP/6RZPunTp3C3/72NwrTDofDePfdd8nmw2azkeJPr9cT94uNTxwOB6ampqj7NV/Rx1aVAOg9CwQCxMfHw2AwwGw2k1Egk2B7PB4cP34czc3N5OHm8/nwxhtvgM/nY2Zmho4f46kwwizzcWICAyaAYKoxdqJm3BTWiWRZkzMzM3TRZupLJszg8/moqamh4HelUkl2BoyozexUTCYT9u3bB4/Hg7/+9a9wOBzIzs5Ga2sr2WawUPKhoSFMT0/DYDAQ35EFaD/88MMQCARoampa4JzNbEq8Xi8aGhogFoupa8hCo9nxs9lsmJmZQWtrK3UrnnjiCTLMZJ1EZvfA3PWZ+pBF+BiNRnIbZ1SDY8eO4cCBA+ddnLJFhVgshslkQlxcHEUNdXV10Qg5PT190cezRciZM2dgs9lotOzxeHDmzJkI/lJMTAyOHj0KYG7ywbqGjAvKIpKKi4uRm5uLkZEREu/89a9/jYhxmQ9WfDPw+XwMDQ0hFAphx44dmJ2dXVRtHw6HMTU1hZ6eHlLnsk40s8yZv21vby9WrFiB0dFRTE9Pk4Hz4OAgGeWejdjYWIjFYhQWFlKTQ6vVgs/no7a2FuPj4xHUG4apqSmMjIxQDqtAIMCVV14JHo+HPXv2YM2aNQgEAhgdHaVCfN++fdi/fz8pGNmCncvlksM+EFksz+9MMo5YX18fhbsz4Up8fDz0ej0VxUKhkFIuUlJSaCHE9pfREOYfF7ZQvRCw2Kz5eZOf9fX7ogqtYDCIX/3qV9i7dy+1zefjySef/ER27mJw+eWX48knn8S6deuQlZWFgwcPYseOHRGtycrKSvz9739Hbm4uTCYTfvazn2H16tVob29fkBPF8Nhjjy3gdf0zsWHDBhw5coQKKCaLnpychEAgIOXb5OQkjaYyMzOxevVq2O12vPrqqzTHF4lEMJvNyMnJIX7Tb3/7Wzz66KO00hAKhfD7/Xj33XfR0tJCK7jZ2Vns27cPExMTRLhkHSK9Xg+r1Yobb7yRyMqTk5P0pQ+Hw0hMTMSVV16J2dlZrFq1Cm+//TZMJhNWrVpFQbZsZHD99ddj586dFGdSVFSEP/3pT9i0aROOHj0KtVoNnU4Hr9eLkpISysbi8XgQi8Xks1NaWoorr7wSarUar732GioqKjA0NITVq1fD7XZTx6W5uRkWiwWJiYnweDzo6elBRUUFvvvd76KhoQEtLS04efIkeUOtX78eYrGYHMz1ej1SU1Px6KOP4v/7//4/MoEMBoNUYPj9foqXYOOzcDiM3Nxc6PV6rF+/HgaDAVKplE7iy5cvR0dHB23HRgO33XYbtFotPvzwQ3R0dCA9PR3Z2dlobm6Gw+HAli1bUFRUhH379uH06dNISEjAqlWrKFRYLpdj3759KCsrQ1NTEzQaDe666y689dZb5Mtz3XXXEUfM7/djZGQEWVlZyM7OBpfLRX19PQKBABWHTOnEfJxYFhzrxvl8vohxlkQigV6vR1ZWFikb9Xo9ysvLMTIyAqlUCr/fTxdUls/GRtcCgQAajYZMYC0WC1JTU+H1eiGVSqHVaqljwAKXmTv/F7/4RZSUlJAc/q233kJaWhoeeugh9PX14bvf/S4CgQC0Wi1yc3Mp6kqpVOLLX/4yXnrpJdx///2YnJwkfuipU6dI/MDibpjMnpGr1Wo15HI5+vr6aFzFEAqFaJHY0NBACwTGp+HxeODz+SgqKqL3XlZWRpmZBQUFGBkZwcTEBAwGA26++WYayRcXF6O1tRX19fXg8/nIzs5GSkoKQqEQOjo6sHLlSlKYqtVq+Hy+BXyk+ZiamkJjYyMAUPdgvpN/amoqJiYmFnB25r9Xt9tN3MKhoSEIBALySWLFBYu5mQ+2mGEXbUZKZ355ZrOZOs51dXVkfTAfjNOqUqngcrkoT5F9d5hKknX1zu7IWSwWDA0NkdcTWxA4HI4FxRlznD9w4ACmp6dx6tQp6hzLZLIFKk4ApJ7t7OxccB/7Lhw8eHDBfW63GxMTE9Dr9airq4NSqYRUKqXMy9deew1DQ0O44YYb0NnZSRxN5l+XnZ1Ni8mOjg4aiwNz/l3MOJZ9HgqFAqFQCJs3b0ZeXh6Aue4im2x0dXVRFA4wN1JlIg1m05GTkwOXy4XCwkLqkG/btm3BiPpsdHd3kzs8A4unio2NxfLly0kd+d3vfve8z/VJ4qIKrdbWVuI7tbW1Rdx39pfvs8Zvf/tbfOlLX0J+fj6NVO655x48//zztM38cWVxcTFWrVqFrKwsvPjii/jOd76z6PP+4Ac/iLjPbrcTx+CfgdjYWOo8xMXFkYEnsy0A5i4ktbW1yMrKglarxQsvvICdO3di3bp1FA0zMjJCpNP6+nqyWmCSXha2zEwIL7vsMhiNRjQ3N0MqlSI9PR0KhYI6VUKhEF/4whfQ2tqK6upqag37/X5MTU0RTyEQCCAcDiMjIwPDw8MQCoXYtWsXhoeHkZCQgJUrVyIlJYUiVZh6TCaT0ejx1VdfxdjYGMXTMIdxDoeD2tpaiMViOqkwSwgmzWdEXdbKl0qlmJmZIX8yqVSK5ORkIg+LRCJ0d3fTyf748eNE2A2FQuDxeDh16hRGR0fhcrkwNTVFxNUf/vCHRNicn3/J7B7kcjkuueQSdHV1Yd26ddi3bx96enowMzMDDocDvV6PgYEBCuxl3kKxsbFoamoCj8eDVCrFu+++S34/TIigVquRnp4OiUSC66+/HmazGXK5nN7bwYMHyTA0ISEBs7OzaG9vJ8Luiy++CLvdTt20iYkJMltkx31gYABKpZJWrEuWLEEoFMK1116Lt99+G9dffz0ViazIUqvV2Lx5MxVgJ0+epLgXPp+P8vJytLe3U9ePOZivXr0af/jDH8hHbMOGDUhMTCQxQTAYxOzsLMRiMVQqFTweDwoKCrBv376IWJXc3FwqcuaPiMPhMJKSkjA9PY3m5mYYjUZ84xvfQGxsLGVeZmRkID8/H3a7HadPn6bg4tHRUTz88MPo7++HVCpFbm4unE4nNmzYgImJCdx999341a9+BblcjtzcXCQlJcHhcJD8nHF2zu62SCQS5ObmUtxMcXExkpOTsX37dlx55ZUwGAxYvnw5USzYRX14eBhJSUmUcRgIBPDNb34TMTExaGlpATB3kVu6dClyc3MxPDwMrVYLt9uNoaEh3HzzzeTcX1NTg1AohNtuu+2856W9e/fCYrFgYmICmzdvxuDgILZt24bXX38dlZWVMJvNZI+wGP70pz8Rd0wul2Pt2rXErWKYb6kwH319fdiyZcuihPLXXnsNt956Kzo7O+HxeBa1G2DqvoKCAjQ1NcHn88FgMKC7u5ssR7xeLxHiJycnKUdyPphTOVu0s2M6nwfs8/mIJ6RQKCAWixEIBKiQnu8ZxsC6x4v5UQGgBdvZYKNnRoAHQIpoluRiNpuxf/9+2kdm3srSX9hjGTeQFTOsYJsPPp+PqakptLW1URzQ/AxCNiUAQBMFxplk97OsUKlUii1btmD37t3YvHkzhEIhDh48CC6Xuyif0WazYd26dRG3eb1eKvLYv/nTqc8CF1VozZ9ff96g0Wiwfft28kdKTEzEgw8+uGClOB8SiQTFxcVE0FsMiwVx/rPBLkIsCBoARXAAcyO7JUuW4PDhw9BoNKiqqkJmZiZKS0tx8uRJnDlzhlRrR48exdjYGBFpn3/+eRw5cgQDAwPE6QkEArj66qthtVpx8OBBmud3dXUhNzeXfjAGgwEDAwNkCsnyFJlKjJE1mYGcXC7Hhx9+CB6Ph7a2Nuh0OnC5XNx0001ksDcwMID33nsPExMTlBXHiqq8vDzy+dFqtaivr0dmZiYSEhLQ19cHsVhM3DNgbvR62WWXwW63Y/fu3ZiZmUF8fDzxG5iPld1uJ34Ik46zFRXjmoTDYcjlcsTExKCgoABCoRApKSmU88jj8XDzzTdjZmaGRgIsm1AikUClUpE3lEwmQ1lZGVpbW6HRaDA8PIxLLrkE9957L95//300NDQgFAohPj4eKSkpSE9Px8svv4yOjg5otVokJSXBYrFQ0GogEIBUKiWe3Y4dO2Cz2WC32yEWiyESiZCQkAC9Xo/h4WGkpqYiKSkJCQkJEAgE6OjooFHV1NQUBAIBpqeniVsWCoUwPDyMmJgYcqpmJ2GTyYShoSHYbDbyTJudnaWYk0AgQJ44jHhbXFwMjUYDhUIBvV5PqiyxWBzBFWPybT6fj/T0dCqwUlJSyAeLrYrj4+MxOTmJ+Ph45OfnQ6FQoLOzE7m5uaitrQWfz8fY2BgZkubm5qKqqgp1dXUoKSnBLbfcgvT0dPqsT5w4AYfDgZaWFsTExCA5ORlxcXFobW2lmBNm0Lp//36IRCLKoxwaGoJer8e1115LBHG9Xo8HH3wQKSkpePbZZxEfH0+GxWyF/+qrr+K2227Dq6++irKyMvh8PjK5raqqwtDQEKqqqtDY2AiRSESRMHa7nZRbV1xxBT744AO89NJLdL6oq6tDbW0tFAoF1Go1BV6zBdZvfvMbuiAy1V9NTQ2cTidGRkbIJoHxDJVKJXp6epCXl4e6ujo0NDRgfHwcf/vb32AwGKDT6ZCeno7t27eTKvds7yi73Y6WlhbweDziYi4WAJyUlLSAI5yamnrOiQRDXFwcuru7FxQHwNwFmaUHMDXel770JZw5cwYNDQ1kHsq6aTqdDj/4wQ8WXPCHhoYwPj5O3b8jR45Ar9eT79VisNvtqKmpwezsLLZs2bJoEeF0OnHw4EFs2LBh0efYuXPngvzc+QiHw/jZz34GhUKBtLQ0uiYGg0G8/PLLuOGGGyCVSiEQCJCbm4v3338f27ZtA5fLxXPPPYeenh4ymD4fzGYzOjs7UVhYiJaWFmzcuBHt7e1oa2tb1FpjYmICCQkJUKlUEIvFmJiYIFGJQqGAw+HA+Pg4/vznP9PEITY2NuLztFgsGBkZgcfjIbEFABrxs2tEQUEBZeF+lrioQutfASKRCElJSfD7/XjnnXeIpLkYvF4vOjs7z+nI/nkFi9OQSCQUuCmTyeD3+2l1kJWVhYaGBvLm4fP5sNvtNE5j7tcpKSnIyMigH9jGjRtRV1dHUumNGzeSBJ/5ShUUFMBut2N6eho9PT3gcrlQq9Xo7u4mDxcWjvylL30JRqOR1DGs+2G1WomE/bWvfQ3V1dXo6+vDm2++CZlMBoVCgcnJSczMzNDKqKysDCaTCXfeeSfefvttfPvb38Z///d/o62tDSKRCP39/RAKhcjLy6MCsbq6GkajEVwuF+vWrcOLL75IVgNGoxEZGRmIi4sDh8MhZ3FmXBoXF4f6+nriWwBzq8eCggIyALVarTRCZIq73NxcilgRCoWYmpqCWCzG5OQkTCYTjZI0Gg1d0GJjY6n74HQ60dzcjB/84AckT87NzYVcLofFYkFbWxscDgfsdju0Wi1SU1Oh1WppxWu1WjE2NoaCggJIpVLk5eXBbDajrq4Ofr8fGRkZWL16NQwGAxwOB9RqNTnPB4NB1NfXEy+JEW9Z8aDX69HV1UV5cvfeey9OnDiBkZERIpveeOONeOmll8iegoVQM4L18ePHoVAoKNzX5XJh9+7dWLp0KXbu3AkOhwOpVIpLLrkE/f399B7VajUUCgViYmKwatUq2Gw2HDp0CKtWrcLx48dhNBrxk5/8BLfffjv279+PXbt2YdmyZRAIBFAoFKR8lclkFA8jEAjQ2NiIkZERvPbaa8TlO3ToEEKhEJKSklBdXU0FZ2xsLNauXQuZTAahUIiMjAwcPHgQMpkMeXl5aG5uxvDwMDIyMvDKK6/AZrOhtrYWPT09ePPNN+liIZfLMTY2RtYDGo0GjY2NMBqNFNrOlG5paWk0dmRkceYRxQjnsbGxlD/IMiadTiduuukm2Gw2LF++nIqR++67D9///vdRVlaGpUuXoqmpCfHx8eS1t3nzZurav/jii5DL5bj22mvR09MDh8NBHlgulwv79u3Dhg0bcOrUKVx55ZX47W9/S505v9+PEydOLJgA2Gy2RUOGmaBBp9OhvLx8wRitrq4OZ86cWfSizewLzsaZM2cgEokQDAYxNDRELuhno7GxEZ2dnZTZePDgQbS1tVE8UFJSErm5e71evPLKKwueg2W3stew2+3YtWvXoq8HzF2rZmZmaCH1wQcfnHNbs9mMv/71r+BwOEhISIj4DIaHh8n7CwDxQedjfHwcaWlpOHz4MPEvgbluILO2sVqtSEhIgMlkwqFDhzA7Owsul4uOjo4LUv+zPFl2jti+fTuMRiNyc3MXVfefPn0a/f39tHBlAe3McgKYU3c6nU74fD6kp6fD5/NhcHAwYv9ZRNz8IorRHJjZ8ZkzZ8jz8bPEP7XQYpb6DIODg2hqaoJKpUJqaipVqawd2t3dDQBISEggUuadd96JpKQkPPbYYwDmDprBYKAR2iOPPIJQKITvf//79Drf+973cPXVVxPB+2c/+xnsdjvuuuuuz+qtfyKIiYkhK4S4uDgcPHgQSUlJ6O/vx4EDB6il3d7ejqVLl0KhUIDP52N6ehpbt26lWbvFYiHnZkYUDwaDFKTb2tqKUCiE5uZmKlA0Gg2Ni4aHh4mgz4jDzGogLi4OIpEIHo8HVquVxmc9PT0QiURoaWmBUqmEw+HA8ePHyVCPz+djZGQEzc3NNApiJHC32420tDTiyHC5XMhkMnLxVqvV+OIXv4j4+HiSQ2s0GoqjOX78OBVMzJw1MTERJpMJsbGxCIVCiIuLI8NDiURCxG9GqDSbzViyZAn4fD5ZSjD7AplMhqmpKTpO09PTZAQYFxcHg8GAmJgYJCQkYMeOHUhISEBGRgaMRiN27tyJjo4OIp8zab3L5YLb7SbyNltxM9Iwu8iyaBY2BtXr9aivr6d4I6VSSZFGHA4Hzc3NKCoqgtfrhcvlglQqRVNTE2WdsfgS1kkSi8U05pBKpZBIJGhoaMAjjzxCY4b09HQkJiYiOTkZy5cvRzAYRElJCcbGxpCXl4fe3l6kpaWR8zazvGDcMy6Xi1WrVlERsX37djgcDsTFxeHEiRPEfwoGg3j//fcp5oZ1tUZHR5GcnAwOh4Pk5GRS6DHDT7PZjJtuuglpaWno7++HxWJBT08PNmzYgOzsbCxfvhyhUAh79uyh0GbG9QmHw2RtwaKZGFnaYDDg1VdfhUajwcjICEUNTU9PQ6/X02+BecHp9XoKamYXJ3aRMJlMOHPmDFJSUqgTOzIygvr6evLKYpwh5p3HuDLMzPH666+njD5m8zHfiZ19/1nYM3PLTktLg9lsxsmTJ5GamkrfXSahDwQCERd4ZtD63nvvkc+SVqvFF77wBToHsUzVC8HevXtx6tQplJWVkRJxPoqKinD11Vdf0HMxOBwOXHHFFRFjPq/XS5wyBhZIzhY0ACignIXRDwwMYHR0lM4ni0Gj0VDHRavVkhXG2ZiYmMCqVavQ29uL/Px8xMbGfqSFAjDH14uPj4943jfeeCPCb2p8fBx9fX0Ro7T+/n4MDw9j//79ZIkDgIyt4+LiiKLAcl2VSiVdDy7EBonloTIfLZa/y+KIzsbs7CySkpIijg0LSGdj8NnZ2QUiCjZhcjqd5J139tid8eOYeS4w1/2SSCQR9k6fNv6phVZdXV1EACXjQN11113EJ7rnnnvo/i984QsAgJ/85CfkZMxW0AwejwcPP/wwBgYGIJVKcdVVV+Gll16KIE+OjY3h1ltvxdTUFDQaDVauXIlTp04t6q/yeQYbHXI4nAjemd/vx5VXXknFhMvlwsaNG6l1y1YsjN8yOjqK1tZWmru7XC68/vrr6O/vJ3+ivLw82O12Iow/++yz6OjoIH6BXC6HXC4nOfvg4CDkcjk5nLMui9/vx8GDBykGZfny5ZDJZIiLi0NeXh7xaFing3W+vF4v9u/fj/z8fBiNRnIgZx5djKdVVVUFuVyO06dPQyKRYHBwkHhFwFwxL5FI4HQ6KaInHA7jb3/7G0WasNEk43Kw/Xe73Xj11VdRXV2NyclJVFRUYHR0FCkpKeBwOLDZbCguLoZYLKbPLhwOQ6VS0RjokksuQU9PD6688kqsXbsWNTU1RN5msmu32w21Wo1AIIDk5GQkJCSguroaSUlJUKlUyM3NhcPhQFJSEm655RY888wzGBkZwS233AKpVErkVY1GE+HGz8x+Y2NjIRAISAXZ1tZGIz2hUIiBgQGSXrPIlPHxcWRkZCAtLQ01NTXIzc0lW4COjg6Mj49T15TZYXzwwQew2WzUrZmZmYFEIoFaraaunUwmg1QqRW1tLcXxjI2NwWq10hhjflAwMDeaSU9Ph1qtjliZer1e6gwODAwgJycHU1NTJIzQ6/VQKpW0ymaKVBZ1xBSkzMhxcHAQGo2GyNsikYj4cCkpKSgpKaELz/T0NJ577jkIBAKsXLkSnZ2dcLlcSExMxOHDh4mIzy7aWq2WrDmYonY+WPclGAxGjEjYIohhfHycRtQTExMR6miDwQCj0YhwOIyDBw9ieHiYvL2AuVFSbW0trFYr+vr60Nvbi5GREbLlCIfD0Gq1GBgYoA4HE0BwOJyIfEMWpNze3o729nacOnWKIl0+LkZHR8mU9u23315w/+nTpyPcxS8EDQ0NlE3JYLPZMDIyEkHO7+zsJNsMVuCx0PhgMIhAIICTJ09Co9FQB2qx/WBq3o+CyWTChx9+SGOvoaGhBYHRwFwxW1paSn9PTk5SqDpDXV1dxPeILUrZue/s5zMYDMR1Y2pj1jU2m83EoQXmumM9PT0oLCz8yPcUGxuL4eFh2O12yuBlnnhnq1bZmPZcsUhsxCsWi4kqMp/vZrVa4XA4KAdULpfTawJznPGenp6ITqfD4SBl+meFf2qhtWHDhkX9Lxjuvvtu3H333ed9jiNHjkT8vX79+ogTwGKYHyPwrwyhULhghQrMfSmZSoSBrUJZoZWfn0/eTow3xMj0jIehUCjIS0mj0cDpdOLIkSNwOp00ArLb7SSLZ2qtqqoqtLW1kaJLKBQiMTERW7duJUI5h8PB+Pg4GhsbweVy4XA4SM7f2toKg8FAMSRJSUloaWnBkSNHoFKpkJeXB4/Hg6qqKrz22mtYv3496uvrMTY2hqSkJPIZ+trXvob//d//hc1mg0ajwU033YTU1FRcccUVCAQCeOCBBzA0NESKFGayyFIPmInr8uXLUVNTQzmCAwMD4PP5+O53v0tyZRaSy+KGLBYLcdfUajXUajWcTie2bduGHTt20MqYtctZlpjX60VxcTHMZjNEIhFSU1MpGy4hIYGCdm02GyorK7F27Vry12poaACfz6f4kcbGRvT19WFqaooueux+tVpN3x9WVDI1H/D/JNGMnOvxeDA4OEgXoNbWVnK0Zxd+RmxnBFf2vTCZTHC73cRJksvlpIQzm81U4DC7FbVajWAwSNw6hUJBogGFQgG5XA6bzYa8vDx0dHSgtraWLhxerxczMzPYtWsX2WiwSKTR0VEIBAIMDw+TSzsbvwMgF2sWp5SUlIT8/Hz6DTU0NJAFAitmGRwOBxHslUoljfaSkpLIuHb58uUIh8OorKzE8uXLUVxcjN27d+Pmm29e1A3e4/EgKSkpojNkMpnQ1taGTZs2wev1orm5GcuWLaPkh6ysrAgyOOPZZWRkoL29nSxMgLlFaUtLC1atWoXVq1cjKSkJ8fHxZCA8MjKCnJwcVFdXo6ysDG1tbXC5XPD7/Vi3bh1l2TEwdR8wtwBmgouPC/YazEWdnceYAprL5aKurm7RIu7sEGNWdDocDpqInI355pVGoxHZ2dlQKBT0mUskEkgkEpSUlCAuLg5paWn48pe/jD179mDVqlXndJq/ELS0tIDL5aKlpQW33XYbkfbPxtm3z87O4u9//zsVKowcPl9NyeFwoFKpcNNNNy0YszY2NmL//v30nIyHyca0aWlpcLlctLgJBoNoampa1ID0bOh0OixfvnxBFvJiRd/IyAgqKipw//33k7Goz+eDzWbD+Pg40tPT0dDQQB131jlmxzkUCiE/Px82m404ZgaDATfeeCOUSiUGBwfxq1/9Ctddd13Ea87MzHz+neGj+HyAjQ7Phl6vx/vvv08nItaBmR+DcfXVVxMXQi6Xw+FwQKFQQCqVYs2aNRgeHsaKFSvQ19dH5p6bNm3C8ePHiazICiDmQzUzM0PqRVaosey1F198EcDcD0MqlVK+19jYGHkgsQvUzMwMnE4ndZOys7PJiycjI4NOCCyHMT4+Hnw+n1b7TJXIOjNLlixBYmIijeGY3QDj4TAjVy6Xi2uvvRY7duwg5eGVV16Jq666Crt27YLH48GKFStw9dVXw+124ze/+Q2ys7Op8zI2NobVq1eTBxMzB9y9ezfJ0w0GA3kD2e12JCYmUrxHTk4OmUz+6U9/Qk5ODq655hoqatRqNb0vqVSK5uZm/P3vf6cUe4VCQWOr1NRUKJVKVFZWoqmpCS6XC+vWraNxwujoKFJTU2G1WlFVVQWr1Yrk5GRs2LABL7zwAqlSmbEv42kw0qrJZKIOAXNUl8vlVMT7fD6sW7eO4i4aGhrQ399PBpIsmomdMNnFn3VFfD4fQqEQjbTMZjPa29vJi4lJ7BMSEpCeng6RSEQjRqFQiNjYWBw/fhxDQ0M0vigsLIRarYZKpUJhYSEGBgYgk8nA5XJhNBpx6tQpKJVKylzzeDxk+SIQCChj02QyUUeFBd+Gw2FIpVKEQiEkJyeju7sboVAIZ86cITf0+++/H06nExqNhiJRhoeHKSuPgal+BwcHwePx6H7m1N3b24sXX3wR3d3dcDqd6O3txdq1a8krjo3fgTmOilwuj0gsYIIOlu2Xn5+P4uJi2Gw2pKWlkbEtczyXSCTw+XyUP3ny5Emkp6dHkI5ZggArUAYGBihF4eOC5eOpVKoIFd3o6Cji4uIgEAgiiqPFlO6s87EY6Z2hubkZS5YsoeKCw+GQCnU+h2tychJCoZCKBA6Hg9/85je03WK+WheKzs5OGAwGOi9XV1cvut1it8fFxSEcDhMfdnZ2lpTKAChc+vnnn18gOpicnMThw4fpGDLT0PmGtMPDw2hubgYAsqFhf58PRqMRiYmJEc/FMP94hMNhHD16FF6vF3/84x9pEcvsWCYnJ4kLy/JJF0M4HKbEBWY8/OyzzyIlJYUWpvNNz9mC7LNEtND6FwYbHZ6NpUuXLpAvr1ixAlNTUxT0KZFIKAKH8az8fj+ampowMzMDt9uNuLg4zMzMQC6Xw+/3Y+XKlXA4HJDL5XC5XCgvL6dg6/LycjQ3N0Oj0eBHP/oRvv71r6OwsJBiEn74wx/izJkzaGxsRFJSEgVQs/xGvV4PvV4PHo+H9vZ2+P1+dHd3U7eHKdXYSZa5gDOjRvZDq6mpweDgIKnd2ElSp9Ohu7sbMTExyMvLo3EfMHfBKSsrg9lspg5VbGwsNBoNZmdnUVdXR0T52tpaIrqzvMWMjAycOXMGcXFxKC0txeTkJNauXQuJRIJ169YhLi6OWvFjY2PIyMhAQ0MD8vLyUFhYCK1Wi87OTrS0tGBwcBBPPPEExsbG4HK58Nprr1FOX0tLCxwOB/lT6XQ6dHZ2khKnvr4e4+PjkEgk0Gq10Ol0ZDrLvHeWLFmClJQUjI+Pk0Knt7cXbrcbvb292LVrF3EjWPbk5OQkcnJyyN6AZRGuW7eOxm7FxcWYnp6Gz+cjR+e4uDgIhULk5+cjKyuLwou1Wi1++tOfYsOGDZicnCRu2OjoKK655hp0dnbCYrEgJSUFV111FaqrqzE4OIi1a9dS3NPY2BguvfRSEjoAc0q0zZs348SJE7jjjjvwzDPPoKqqikbF99xzDzQaDZ577jnceOON6O3tRXp6OmZmZtDU1ISlS5dieHgYycnJEIvFyMvLQ3t7O3Jzc4k7lZiYCKlUimuuuQY7d+5EamoqOBwOOWvb7XakpaUR6b6xsRErV66E3+9HVVUVsrOzceTIEYRCIaSkpOD06dMLHMSBOfn/+Pg4xsfHcdlllyE9PR0jIyN47733kJycjCVLlsBisSA+Pp74Vyz8uaurC1VVVdDr9TRiZvFIs7OzWLJkCb1OT08PdYzmj/piY2NJ3RYbGwu1Wk0ditraWqxYsYI4dn6/HyaTKYIfdODAAZSUlJxXaXc+lJaWYmpqCsXFxXSbUqn8RNM8/vd//xcpKSkRZPvF1Om9vb0QCoXElfP5fKipqUFJSQkaGxupi8eQnp5+3gJvPiYnJyGTyWgseM0112Dz5s2LbrtYp2s+xGIxbrjhBjqG+/btg8/nQ0lJCe07QzAYhM/nI8rJ6OgoLBZLxHiS+RwCc0WcXC6nMevZ+cbz/5ufnw+NRkNRV+fann03fT4fVqxYQfy4oqIiiEQijI+PY926dRCJRDh06BC2bt1Kz2EwGDA1NUVTlI0bN9L9U1NT2L59O9llZGZmRhT8bFH+WSJaaP0Lg+WaNTY2LuoLMx8sMuHQoUNkvjk6OkqcmImJCSgUCjQ3N5P7r1gsJosBo9GIpqYm1NTU0IW2p6eHPFHS0tLQ1dUFm82Go0ePwu12Y2xsDBKJhFZKKpUKIpGIcv2YaozD4eC5555DMBiE3W6nQiIzM5M4JV1dXZicnKQQXpVKBZ1OB7fbDbPZDJPJRCMtYC4XzOl0Qq/XIyYmhlybe3p6sGPHDmRmZuLIkSOYmZnB0NAQGUCOj4+jp6cHwWAQOp0OY2NjZNbKyNVPPfUUQqEQ2tvbUVJSgsOHD6O5uRlmsxmzs7Pg8XhwOBwwGo344IMPoNVqodVqsWnTJtTV1UGlUuGHP/whUlNT8aMf/YhGqXFxcSgqKsK1116Lv//970hLS8OKFSug1WqRnJyM1tZWFBQUUMZkbm4uxsfHYbPZ0NfXR7YUX/7yl9HX14cVK1bQheqll16CSqVCQUEB3G43GaR6vV6MjY3R2Gfjxo1ITk4mSwiFQoHMzEyMjo4iISEBSUlJ8Hg8aGhowJkzZ2AwGGC1WtHV1YXKykqoVCqUlZUhNTUVK1asIEPP5557Dnq9Hh988AG5x584cQIul4uCuvv6+pCeno6enh4sX74cdXV1FNsyOTmJjo4OGI1GBAIBTE5ORnilMTQ3N2NmZgavvvoqWltbsWLFChQWFkKhUKCyspJUqOxkKxAIaLSbk5ODyclJ/M///A927NiBiooK5OTk4Pjx4xgeHkZbWxtGR0epk2EymaBSqcDn82E2m2GxWDA1NYWmpia0t7eDy+VieHiYbCRYcZSZmYmUlBTk5+fD7/dj27ZtMBqNEZ6EDocDq1atokJqfHwccXFx+Na3voWxsTFcd911ZG4ZGxuLO++8Ex0dHQiFQpQfp9Vq0d3dDZ1OR+pdh8NBpHdgLtTXZDKhubkZXV1dSExMXMCXmW+fAYDGO3q9HsD/uwjPJ5YPDQ0t4Jd9HLAu4HwC9cTEBDm+XwjYQu1cYOkV5yJpMxgMBnC53AiaxszMDPbs2bNgW5/Ph9bW1gjidigUwtjYGPh8/gLyfGdnJ1QqVQTvbseOHQuet6en55zdLoa+vj4cPnw4wnYjISEBnZ2dC5SbzOKA+ak5nU40NjZGqBY9Hg+NW1mqw7PPPrvgdZmq+Gx/L/bZh8NhiuKZfzzYAtHr9eKtt96ihTM7L3O5XLz99tu0wD506BAZ/opEIlLYsoXsk08+SUUcex12TTl16hS9LpsAfJaIFlr/4rj99tvx6quvXlChxdx+y8vLUVFRge7ubnR1dWHTpk3o7+8nwjyHw4FYLMYdd9wBDoeD2NhYXH755eju7sbg4CA8Hg9cLhcuu+wyOpkx2Tefz0d9fT15SQkEAoRCIdTU1FBEyrFjx+D3+xEbG0u2C0xh6nQ66THZ2dmorKxEeno6du7cSSfFDRs24PXXX6eIDtZl+8Y3voFf/OIXRM5fv349iSDYSV8mk2FycpK6VSKRCMXFxbBYLPB4PNi9ezeNhaqqqjA8PIyhoSFYrVYylPzd736H22+/HSKRCCtWrEBHRwekUinkcjnUajV27dpFJoXM1X5qaoq6EYz8vWPHDjQ3NxOXSCaTQalUYvv27dSRe//99xEfH4/29nYMDQ0hJSUFMzMzmJ2dJU4Y8wwrLy/H0aNHce+99+IXv/gF8vPzSZWUl5dHasCUlBS0t7dDqVTirrvuwquvvooPPvgAt99+O7Zu3YqjR48SgV0ul6O8vBwHDx7EjTfeCAA0JtZoNDhw4AB27doFnU6HjIwMNDU1oaWlBRaLBf39/Th27Bj+67/+C0ajEcuXL8c111xDfmHM0JBlETJjQZ/PhyVLlqCjowMjIyMU+8NsIDgcDrxeL6anpyNGIi6Xi4xcc3Jy0NLSgtLSUiiVSjQ1NdFjOzo6sHPnTnR3d5MtCuNsscL7ww8/pFWvSqVCYmIiWltbkZaWhvT0dGzduhU///nPwefzoVKpSCXa3NxMnc7k5GSsXr0aRqMRg4OD8Pl8Eavw/fv3w2QywePxkAqRKakEAgEtDOaD2TbU1dWhurqaMt8cDgeysrLIc6yoqIgu8FqtljqyzICXgXGO0tPT0dvbi2AwCL1eH5GHmJiYSAUZ+5xZGLXL5SLzy/n+imazeVGfrPmIjY2N4MDNh8FgIIL/xYKJbM4FHo9Hn835wOJj5tshnMsKKBwOU4TT/NtWr14Ns9kMvV4fwZcyGAzIzMzEihUrKH1hMUxPT1NXKjExMaLTx3DkyBEyV57//A6HY4GJKxPcsNvj4+PPGY0EgMQ/JSUlpEJmYFQRjUazqOfZyMgIufaf3eFKT0+H0+nE1Vdfjffeew8pKSkoLCzE6Ogo3n333QUFIlMyMlpKamoqcnNzYTAYyDNuPpif5vyucWtrKyQSCe69995zvt9PGtFC618c86MPzodgMEgmgQCIOGm321FaWorh4WEolUpKnW9oaIDP50N3dzcppNxuN2w2GzZv3oyjR4+iqakJ4+PjSEhIwDPPPIPGxkYUFhbCaDSSvNfhcEClUpEk+/Tp0/D7/ST5XbZsGXbu3Am5XI7/+q//QjAYRF9fHz788EOcOHECWq2WcsCYxcDf/vY3OtkLhULExcXB4XDgqaeewuTkJNLT09HS0oJjx46htbUVWq2WrB6Yz1hhYSGNQm688UZUV1djenoaS5cupaDpzMxM8mFhqiuVSoX+/n48/vjjmJmZwYcffoj+/n4atXm9XmzcuBEcDocuvjMzM5Qtt3TpUoTDYTQ1NaG/vx/AnLsyn88nCfwNN9yAvXv3wm63o6KiAk1NTbDb7ZiamkJ2djZx0BITE9HX1wcej4fx8XH09vair68PN954I7q7u1FXVweJRAIOh0P7zpzpWQxJMBhEQ0MD7HY79uzZQ15n6enpsFqtxJk7deoU8TmYWq2yshIlJSVkg5CVlYXu7m7qhPJ4PBgMBvz617/GwMAAYmNjsWPHDsrY6+zsxPT0NPh8Pr74xS/CZDLB5/MhOTkZV155JSYmJlBZWYn+/n5MTk7SyJfH49FIdcOGDRSenpGRQUUk83q7++67ycyWKawaGxtx0003EedKIBAgEAhQMPbTTz+N6enpCB5QTEwMzGYzurq60NnZif7+fhgMBrzzzjsIh8PkgJ2eno5Vq1Zh+fLl2L9/P41GWJg5M9MNBoM4fPgwdDodGhoaYDAYIkYtAIj8Ox8sx5F17linms/nL7AqAOZI9SKRCNPT02RFMT9Ql6lwJyYm4HQ6kZ6ejlOnTkVE7XA4nIjCYmRkBHl5ecjMzER7eztycnIiCjNgzkaACQrOhWPHjiEtLW3RMQ6zEziXfcInAcYXXaw4mA/W0T7Xdh6PJ6LbxZzjF3seo9EYcVs4HMbAwADKy8sxNDS0gEA+OjoKpVJJcTjA3EjQarUuOO+zrMT5cDqdMJvN1LkKhULkZ8dsdy4ELpcLcrkc4+PjOHbsWEQBzWxnzlUkjo6O0jTjbDCqw6lTp2CxWHDZZZchPj4e8fHxZHsyH8wHjfGCmfHysmXLFhVHSCSSBQIRiUSy4Pv6aSNaaP0bgPncnI94GggEaMzHvrwcDgeDg4O45pprAIBGEAMDA+SX5Ha7YTKZ8Mc//hHBYBBGo5F8VtgqfPny5WhrayMVI+OnsHGby+VCbW0tZDIZgsEgpqeniSPQ2NhIisecnByMj49Do9GgsLCQvLaMRiO0Wi0KCgqo8GPdsaysLIoH4XK5KCgoQFxcHI1KmFRcLpejq6uLFGvj4+Nob29HUlISrT7ZqsjtdlPMSXl5OV1gx8bGUF5ejsTERNx33334/e9/j7y8PLjdbhw4cAA2mw07duxAeXk5AoEA0tLSMDg4iPHxceh0OqjValLJer1eZGRkID09HTfeeCMMBgPWrFmDo0ePwmazkWP55Zdfjri4ONTW1pLtBFMBrl+/HmVlZYiJiUFDQwMOHDiAgoICJCcnw+/3Y8OGDbRidDgc2LRpE2ZmZlBRUYF7770XW7ZswfLly7F79268/vrr5CGlVquxbNky4iXp9Xo0NzdHrC7b2tqoUATmRkUNDQ3QaDTo7OyE0WgkjyapVAqPx4ORkRHs2rWLRAt2ux3JyckYGRnBq6++iubmZiiVSiQnJ+PFF18kddnk5CRF1ExOTiIQCODaa6/F5OQkdDodUlNTMT09jeTkZFx66aUwGo1kl/Hggw+Cw+HAaDTit7/9LYWOf+9738Mll1wCq9WKoqIi6sw0NDRgzZo10Ol0qKqqwv79+zE7OwuBQICKigqUl5dT9h0w5/fDnK/lcjk6OjrQ1NQEs9mMU6dOYf369bDb7cjKysLmzZuxf/9+xMfHo6ysDL29vcjMzERaWhrZm8yHQqFY1CGc4d133wUwN7phDt5ng8vlkts2i0GZ321JSkpCVVUVNBoNqqurKf91/gVYoVDA5XIR6drj8WBmZgYzMzOkfj17Px0OB9ra2hbkzlksFjLRNBqNxJs8Gywrk3l3XSiY0k4mk32kSzwbhzY0NJx3xGg2m+HxeBY1SGVk9MVif84GM8qdj+LiYpw8eRJOpxNr166N4M8Bc8VoYmIiBAIBNm/ejLi4OKjVauzbt29RPtnZGZDM4JcV7FwuF/n5+TQ2/yj7DZ/PR2NPRhfRarUoKSn5yPfLIBAIUFhY+JEKVJFIhLGxsQXF6NlgPL3p6WmEQiEqxs91DM8eOff29i5K1P80ES20/g2QlJSEN998E3l5eYu2wZkHEjO6ZIWWw+EgX6P5SEhIIIVSR0cH+Vqxi4bFYoHVaqULeHNzM7RaLYWjpqenw+FwYGhoiAjRtbW15D7Mom3i4+NpRKDRaDA4OIi+vj5Ks5dIJCgsLERNTQ2GhoZw6tQpxMbGgs/nk0w9HA7DarVCp9OR0tHpdFKQrUQiwbJlyyAUCjExMYHVq1dTwdTa2orCwkJSHwqFQnz9619Ha2srGYoWFBTglVdegVAohMvlQnd3Nzo6OrBr1y6Mjo7i5ZdfhtfrpZY2MNcON5lMKC0txZYtW6gInL8CZaMWZgbILl6sIPR4PBSAvWzZMuJSMSPM/Px8IuFLpVJ4vV7I5XIazzHCdUNDAzZu3Ijm5mbi+gBzxTnLCGSWDfHx8WRQa7VaiVshk8lQWVmJK664gva/vr4e119/PVltMEVQOBxGVlYWrrrqKnR2dtIxYerEyy+/HElJSfB6vfj973+PBx54APv27UNKSgoEAgEuueQSFBYWQqVSwel0orq6mmKm2GhVq9VSpy82NhY6nQ5msxklJSVkvllRUYFwOAyhUIiSkhI0NTXBYDDgmmuuweuvv47S0lLExMQQr4p9hxITE8mk1Ol0wmQyYdOmTeByuZiZmSFrg2AwCA6Hg76+PixbtgynT5/GVVddRcRo5kPGDHrtdjvq6uowNTWFsbExtLW1obe3FwkJCVR4fJQtzXzMzs5GeJ2dPn36vBFhU1NTqKioiMgqbG9vx/T0NDo7OzE2Noa+vj7odDoUFhaSzxDj801OTtKFnX0vAoEAiouLwePxFnTeUlNTFw1GPnXqFDZs2IC4uDjiXJ4LlZWVH1vRNzAwgLy8PLIr+Cgwo9/zRbSNj49jZmZmQSHMwMa1Z+Ps3/xicDgc0Ov15IJ+9j4zaxaHwwGz2Yy+vj7IZDL8+Mc/jui4LoZAIID+/n58+9vfPu9250NDQwNcLlcEmZ4ZRV8oOBzOohYmi+GjCP/zMTg4CKPRiFWrVl3wY4C5YnTJkiXnzDX+NBAttP4NsGLFCixfvhydnZ2Ltm/HxsYwODgInU5HvCYApCw8G7GxsVi/fj1yc3NJnaVSqVBZWYmYmBhYrVZ63NKlS0mR89577yE1NRUajYZGUmKxmEity5Yto3ibJUuW4JFHHsGuXbvQ39+PoaEhIj0nJCSgrq4OVqsVjz76KDIzMxEbGwur1UqSdEZwZ9EKa9euRU9PD6nWWLj16OgoysvL4fP50N7ejnXr1qGlpQVVVVV44403sGHDBtxyyy2IiYlBTEwMhVazrhkwd2FRKpXQ6/VkD2AymZCeno4lS5agubkZNpsNqampePTRR+F2uyGVSjE7O4urrrrqnMetp6cH2dnZyMvLo+KguLgYr7/+Onlc1dTUQKlUwm63QyAQEPelr68PDz/8MBXBzH+K5SDeeOONsNvt+O1vfwu73Y5AIEAmnCKRCJOTkwiFQjSuYoHFer0eiYmJcDqdJChQKpVobGyM8J1hF2cWON3c3Ay5XE7jZpvNBoPBQCTZQCCA4eFhCAQC+ps57U9MTGBwcBDJyclISkpCYmIiEhISyEpgYmICQ0NDEIvFsFqt0Ov1eOONN2hFK5fLUVxcjLS0NLzyyisYGhoi1/zCwkJwuVzyY6upqcHll1+OQCCAdevWYWpqChkZGRAIBLDb7aiqqsLp06fh8/nw/vvv48MPPySrgt7eXojFYjQ3NyMcDtO+j4+PIxQK4fjx47jkkkuwdOlSiMViGI1Gyrf0eDyQy+WIi4vD6tWrYbPZKPD+Ykw9pVIpeDwe3nnnHcjlcvD5/POOwDIyMiIMNMPhMHw+Hy6//HIsX74cKpUKO3bsIKEK6xo4nU60tbUhHA4jMzMTwBzHhXUlz7ZC+ChYrVZS5Gk0mvOOcMbHx8+pwDsXEhISsH379o/MFWTdj+7ubuTl5dFv/VwYHh5eNOj5XPB6vcjKyjov7wkA2d8kJCTA5XJFjHWBua4Ny5+cnp6m7woT/ZwP4XAYJ06cuKjvF0NdXR3y8vIWdCY/Ds6cOXNBNh91dXVEbbkQMBHPR3XAzkZtbS0MBsPHesw/imih9W8CHo+HoqKiRe9LTk6GyWSiTD12wmVmoouBKbOkUimNq4xGI3g8HqampsgmAQC1oYuLi1FUVETt7zfeeAMKhQLBYBAWiwUqlQocDgd+vx8WiwXvvPMOmpubMTk5ibi4OAp8nZiYAJ/Ph0wmw+zsLIaHh6FQKOD3+2E2m8nM0Gg0IiEhAWazmcxOHQ4HmT0++uij6O3tJVWayWRCZ2cnBgYG0NTURBLixsZGDA4OwuVy0QVIrVbjgw8+oPwwkUgEpVKJ6elpNDQ0wO12k42B1WpFdnY2VCoV+TAxt3fmQXY2wuEw+VQxxRob1WVmZuKJJ56AVColpQ3zbmLmn8zfbNWqVWTdwfy5GL+FdXucTidZeqxfv546bPX19YiJicHw8DCCwSCOHj2K06dPw2w2Y3R0FPn5+XC5XAgGg2htbY34rpjNZjKr9fl8OH36NEpLS8n/qLy8HDqdDj09PVT8m0wmeh+hUAherxfV1dWk3ty6dSsVMcyzKDs7GxqNBuFwmKToiYmJ5OjOuE8cDgfvvPMOKisrMTU1RWHXLCA7JSUFgUAAer0eZWVleP/995GYmAi1Wg2pVIpgMIiKigqIRCIkJyfDYrFgy5YtsFgsePzxxwEAzz77LDIyMuji39PTg2eeeQa33347Dhw4gFAoRKNkpi7MycmhAjEvLw+hUIgyAvft23fRIwz2+ZhMJuTk5MBms523w7HYfSkpKWhsbCQ+2/DwMNLT0yNiTFjsCstlBOYiZdLT08871jwX1q9fT53Bj8Lp06cXHdd9FEQi0Tld2e12OxobG6mLz+fziWN3PixGPj8fZmdn0dXV9ZFmpn6/n85Zi8HtdsPhcGB0dBRWq/Vjfx69vb0f2fk6H5go6UJc7m02W4RfFYPdbr+gxzMO8IWiuroagUDgY+cW9vf3f+zi7B9FtND6D4BCocDAwABdgEdHRzExMYHJyclzzs2Zpw6Ljtm7dy8OHTqE1NRU+jFt2rQJU1NTOHLkCHJyclBVVYWWlhaah1ssFqjVakxPT1P2XjgcRk5ODvLz8xEfH4/y8nL85S9/wZ133gkej0f+OeykvmTJEigUCiIXM5L60NAQhoaGYLPZ4Ha70dnZCY/Hg3feeYeIzHq9niJDmIqvpaUFo6OjEAqFsNls2LdvH7q6umAwGFBaWor333+fSLxf+tKXaKz45ptvIhAIoLKyEmKxGElJSRRj9PTTT0OpVNKqjY2LUlJScODAAaxevRo6nY5sGIC5kQHzmtm9ezf0ej19riw+Z9u2bZQn+cILLyA1NRXbtm2jDtDRo0cRCATQ0NAAv99PHbCqqioqPth4q76+ntICrFYrZmdnsXPnTgCg4nViYgIajQZCoRA8Ho9UaEajESaTCU6nk9r/MzMzePjhhyljTyAQYGJignIiGxsbyfWefRdCoRB+85vfAJi7wM3OzpKas7OzEz/96U8pePtsbs7w8DBxjIC5cY3X64XdbkdcXBxsNhvx8SwWCwKBAAkYmOs+IzQrFAr09PTgyJEj6OzsRDgcXnAxYopPu92Or3zlKwDmTtBr166l/WCf2S9/+UuKaZmZmUFCQgLC4TBaW1vhcDiIy+T1ekm5BwBdXV0R73NiYmLRpIezMTU1RSOm8fFxHD9+fME2crmc7BfOh4GBAeJJWSwW8gVjYN5vAGjMZzKZiIrwccEWIRfiGK9WqxcEUf+jMBgMWLly5QVFyfyjGBkZ+cgiIBQKkSp1MTAvMZfLRb/N+UhISDhvEXjgwAHyO/u0MT09jQ0bNizYRzYtYJiamlr0/bIg77Ph9/tx7NixBZ05uVyOZcuWfezvSHd3N2677Ta88MILH+tx/wiihdZ/AJRKJV144+LikJiYSKTyoaEhvPbaa6iuro7I7WpsbMTY2Bi1cleuXEnPx9RmWVlZyMrKwtTUFHp7exfwLZRKZYRtwwcffEAuyG1tbUhPT0dWVhaSk5ORm5sLv9+PW265BbGxsfjJT34Cg8GArKws4rJceuml0Gq1OHbsGHQ6HUwmE0QiEfR6PZKSkuB2u6HVaom4uWbNGrS1taGwsJDc0JVKJY0gc3JykJSUhIqKCphMJtx///2L8gguvfRSmEwmDA0NYdOmTeSWbjKZwOfz4Xa7EQgE4PP5cOzYMYyPj8NqtaKgoABCoRDvvPMOhEIhPB4PKioqwOPxIJPJIJFIqDOxZMkSOvkPDQ0hPz8feXl5NMIpKyujzzsrKwtr1qyBWCxGcnIy+UpNTEygq6sLZ86coZPdyMgIysrKMDU1BR6PRwXZhg0b6MTV3NyMhIQErF27FtPT0xQoDcwVYT6fD++++y59/sCclHxkZAS33347BgYGYLVaoVAooNfrqQsyfyzNAlxZN6ipqQnHjh0jhVYoFKKLOstdnI+EhAQqvkOhEHHI3G43JBIJ7HY72Q0wAcbs7CwV1NPT01QoymQyuFwu1NfXw2w207EA5vgkzOgTmCMDM96VzWZDQ0MDGhsbF3BvWNyMw+GA3W4HMFc4Mf6dzWbD0qVLEQgEqJty9dVXUzRIKBTCSy+9dE7bgPnYs2cPNm7ciJiYGOzatWtBwHI4HMYHH3wQPzto/wABAABJREFUYfB4Lhw4cACXXHIJxGIxGa+ejYmJCXC5XIpfmZiYwIoVKz51LyK5XP6JGpQCoAzNT/p5F8N99933kduEw2Hs2rUL27ZtW/T+nTt3Ytu2bTh27BiKiooiOmThcBg7duyARqNZ9FiEw2Fs3Lgxorg/Gx91DBcjmJ9diDOsXLlywah0scfX1tYSR3I+FuMLA3OLgUsvvZSyWhnq6+uhUqnOy69bDBUVFRfVKf1HEC20/gMgEonwwAMPoLGxEWKxOCLNnUEgEGDbtm305ZdIJNi0adMFqX62bNmy6O1sxLdnzx5wuVyIRCLk5OTgiSeegMPhoP04deoUjEYj7HY7PvzwQ3A4HFitVjQ0NGB2dhYNDQ2oqakhRSGXy8WVV16JcDgMjUZDIw8+n4+hoSFYLBb4fD6YTCY4HA709PTAYDBAoVBQccHcyB0OBwwGA/bv33/ONr/T6cTw8DD4fD7++Mc/orOzEzk5OfB4PDhy5AjGxsbQ3t4Op9OJl19+mXzIZDIZRduwAm6+ySFLnQ8GgzAYDFSYBAIBiMViCpwG5swIz+66jIyMUJHgcrkQFxdHYc2sQGaFBZfLpXiK+cUAMLcSXbduHa644goEg0GMjY3RCTIlJQVJSUmYmprCqVOnqAALBAJYtmwZgsEgJicnkZ+fT/exMGQmaGC5f+FwmPiBhYWFGBsbw9KlSxEMBnHs2DEAOKfcfv44i/2t0WgwOjpKK3pmiqtUKvHKK68gJSUFGRkZUCgUyMjIQGJiIhwOBymmfD4fXnrpJWzatIkuECdPnkRBQQHefvttXHLJJTCbzRR8f/z48XNmr3o8HjzyyCP49a9/Tbe9/vrrWLp0KVwuF1544QVceumlsNvtKC8vX/B4plxjPKjzQalUkv+UTqdb9DEajeaCnkun09GC4HyvJ5fL6fm0Wu0CG4JPA0lJSSSS+KTA4mE+ijv1WUImk52zk6nVapGZmUm5lGfD7/fjd7/73XkLpk+qIL6Q57mQbeLi4mC1Whe9j5npnu0kv3nz5gWebKxgvhirhvnnv88C0ULrPwAikQg7d+6EzWZbsCpgiImJwYcffkiV/sjIyD9c9ScnJ2NychJXXXUVPB4P0tLSaHw4nxz5P//zP6itrUVCQgL59yQmJsJoNOLyyy/HyMgIBcpyOBwkJSVhz5496O7upsJKr9cToTwvLw/79+9Hf38/BAIBuFwu1Go1Vq9ejdjYWPj9fmi1WgwPDyMQCMBisZxX3h0KhSAUCvGDH/wAJpMJP/jBD3DvvfdSVh8jZPb29uJrX/saJBIJFAoFYmJicODAARQXFy/aEmd8MYVCscBsr7q6OuKCMD4+Dq/XG3HRYdJ0VpgWFxdDIBDg4MGDVCD39PTA4/GAy+WSLUFxcTEJBgoLCxEIBHDixAnKtjsXWKeIYXBwEIODg5RQsBjfyGg0UhAsMDcuY5icnMTg4CD8fj+2bt26IKT4fAgGg2hra8PMzAwpKYVCIcxmM4qKivDTn/4Ue/bsQVVVFTo6OqjYdDgcVLC63W5y8me3xcbGktHurl27kJCQQK7SYrEYDQ0N59yn6elpfPWrX6W/GUlcKpVicHAQY2Nj0Ol0NLKdD8ZjuZCgW4/HQ4V0fX39okRjJkT5qAsfj8e7oEKmpqaGLB/OJmx/WhCLxTT2/aTgdDrPa6L6z8CqVasiAsrng50XlixZssD64T8d8wPHP+/ghM93hYninGC5TDab7SOdhf/ZmH+Iz3Xi9fl8Ed45XC73EzshWa1WnDlzJuK2srKy8yqDfD4fHn74YXC5XDJbBOY8nQKBAMrLy9He3o5AIICmpibcfvvt6O/vR3x8PHJzc8kwcTFDV4vFgq6uLrjdbvpsJiYmkJ2djZiYmAXjQ2ZsODs7C7/fj+bmZhQUFEAkEkWMuBISEhacDEdHR9HT00MXQz6fT9yZqakp8Pl8XH/99Qsex0aArNh1uVxYs2bNOVdvzIj09OnT6Orqos5dfX09CgsLIzoWPp8PW7ZsAZfLxeHDh89bZH5SOHDgALhcLtavXw9gjiuzd+/eBZ2FUCi0wGDwQhEOhyOOX29vL6ampoiA7vf70dfXR90YZpr6yCOP0PExGAw4ceIE5HI5jEYjxGLxBau2WJwQA3PQlslkOHjwICorK5GWlrboAsZoNEIkEl1QpyUmJgYCgQDhcBgzMzO4+eabF2yzfft2yOVyCk8/+3P6OH9bLBYMDQ1FpE/8o895Ids0NjZCqVSSmOR8z+H1ei+IYG+32/GFL3zhY9kT/LuA8Vn/XdDe3o6rrrrqI/3SFsNnff2OFloXiX+lQutfFfPT5MPhME6ePEnRK2NjY3RiTUhIIH5TcnIydU/mZ20xnOu2oaEhjI+P02jrXCd1DocDrVaLNWvWoKSk5II4DvMvAMz2gIGp6j4tvktLS8vH8mf6tMB4Tqy4ZoaSZ5/4/X4/qqurIyI+Pg7mE/DPxtljUWBuLDa/qGMh5p/0aTEQCIDH4533OKenp3/sAkAoFC76GK/Xu2jn6aO+Z2ffz7q2JSUlFOe02DYf5+8Lfcz4+HhELuP5nkMgEPzLdDf+WZBKpZ+7bt4/Ag6Hg5ycnIsKiI4WWv8iiBZaUUQRRRRRRPGvh8/6+v3xS8EooogiiiiiiCKKKC4IUTL8RYI1Aj9r9UIUUUQRRRRRRHHxYNftz2qgFy20LhLM/+iTNtSLIooooogiiig+fUxPTy+wjvk0EC20LhIqlQrAnA3CZ3Ggojg37HY7UlJSMDo6GuXLfQ4QPR6fH0SPxecH0WPx+QHLpmXX8U8b0ULrIsGUDiwoNop/PlheYhSfD0SPx+cH0WPx+UH0WHx+cDGKxYt6nc/kVaKIIooooogiiij+AxEttKKIIooooogiiig+JUQLrYuEUCjET37yk/9Ih+HPG6LH4vOF6PH4/CB6LD4/iB6Lzw8+62MRNSyNIooooogiiiii+JQQ7WhFEUUUUUQRRRRRfEqIFlpRRBFFFFFEEUUUnxKihVYUUUQRRRRRRBHFp4RooRVFFFFEEUUUUUTxKSFaaF0knn76aWRkZEAkEmH58uU4fvz4P3uX/q3w2GOPoaKiAjKZDFqtFtdeey26u7sjtgmHw3jkkUeQmJgIsViMDRs2oL29PWIbr9eLBx54APHx8ZBIJNi2bRvGxsY+y7fyb4fHHnsMHA4H3/rWt+i26LH47GAwGHD77bdDrVYjNjYWZWVlqK+vp/ujx+KzQyAQwMMPP4yMjAyIxWJkZmbi0UcfRSgUom2ix+PTwbFjx3D11VcjMTERHA4H27dvj7j/k/rcrVYr7rjjDsjlcsjlctxxxx2YmZn5eDsbjuJj4/XXXw8LBILws88+G+7o6Ah/85vfDEskkvDw8PA/e9f+bXD55ZeHn3/++XBbW1u4qakpvGXLlnBqamrY6XTSNr/85S/DMpks/M4774RbW1vDt9xyS1iv14ftdjttc//994eTkpLC+/fvDzc0NISrqqrCpaWl4UAg8M94W//yqK2tDaenp4dLSkrC3/zmN+n26LH4bGCxWMJpaWnhu+++O3z69Onw4OBg+MCBA+G+vj7aJnosPjv87Gc/C6vV6vD7778fHhwcDL/11lthqVQafuqpp2ib6PH4dLB79+7wQw89FH7nnXfCAMLvvfdexP2f1Od+xRVXhIuKisLV1dXh6urqcFFRUXjr1q0fa1+jhdZFYMWKFeH7778/4rb8/Pzwgw8++E/ao39/mM3mMIDw0aNHw+FwOBwKhcIJCQnhX/7yl7SNx+MJy+Xy8DPPPBMOh8PhmZmZsEAgCL/++uu0jcFgCHO53PCePXs+2zfwbwCHwxHOyckJ79+/P7x+/XoqtKLH4rPD//zP/4TXrFlzzvujx+KzxZYtW8L33ntvxG3XX399+Pbbbw+Hw9Hj8Vnh7ELrk/rcOzo6wgDCp06dom1qamrCAMJdXV0XvH/R0eHHhM/nQ319PS677LKI2y+77DJUV1f/k/bq3x82mw3A/wvzHhwchNFojDgOQqEQ69evp+NQX18Pv98fsU1iYiKKioqix+oi8LWvfQ1btmzB5s2bI26PHovPDjt37kR5eTluuukmaLVaLF26FM8++yzdHz0Wny3WrFmDgwcPoqenBwDQ3NyMEydO4KqrrgIQPR7/LHxSn3tNTQ3kcjkqKytpm5UrV0Iul3+sYxMNlf6YmJqaQjAYhEajwdjYGGQyGTgcDuRyOQwGA+x2+z97F//tEA6H8cADD2DlypVITU2F3W5Hf38/ACA2NjbiM1cqlRgdHYXdbsfAwAAEAgF4PF7ENmq1GiMjI9Fj9THw9ttv48yZMzhy5AjsdjsCgQC8Xm/0WHzG6O/vx9NPP42vf/3reOedd1BfX48HHngAoVAIt956a/RYfMb46le/CrPZjLy8PPB4PASDQfz4xz/Gli1bor+Nzxhut5s+q4/63G02G9rb28Hn86FUKiOeR6fTwWg0AgCMRiO0Wu2C19JqtbTNBeEiO3Wfaxw9ejS8devWsF6vX3R2GwqFwj/5yU/Cer0+LBKJwuvXrw+3tbVd0HMbDIYwgPD27dvDAKL/ov+i/6L/ov+i/6L//gX/8fn8Bdf4zZs3h7/yla+Ew+Fw+Oc//3k4Nzd3wTbZ2dnhxx577IJrkn/LjpbL5UJpaSnuuece3HDDDQvu/9WvfoUnn3wSL7zwAnJzc/Gzn/0Ml156Kbq7uyGTyc773PHx8eDxeHA4HACA0dFRxMXFfSrvI4oooogiiiii+GRht9uRkpKCQCAAq9Ua0dUym81YvXo1ACAhIQEmk2nB4ycnJ6HT6S749f4tC60rr7wSV1555aL3hcNhPPXUU3jooYdw/fXXAwBefPFF6HQ6vPrqq/jKV75y3ueOiYnB8uXLceTIEQBAXFxctNCKIooooogiin8x8Pl87N+/HzfffDMAYGJiAm1tbfjVr34FAFi1ahVsNhtqa2uxYsUKAMDp06dhs9moGLug1/nkd/3zjY8iyZ2r0PJ6vfB6vQCA+++/H1/60pc+k/2N4l8LoVAIo6Oj1PH8OHA6nbBYLBf1uhwOB+vXr0dsbGzE7WazGWNjYwh/RHZ8b28vDAYDpqamAAAejwcTExMQiUSQy+UIzymUwefzkZ+fDw6Hg2AweFH7CgBisRh6vZ7+drvdH7mPnxTC4fCi+26xWOB2uxd9jN/vx8TEBHQ6HeRyOaanp+k+uVwOoVCI+Ph4JCYm0u1TU1Pw+Xzn3Ze+vj54PJ6I2xQKBWJiYhZs63A46HW5XC7UajW43Eg9k9PphMfjQXJyMgQCAXJyciCVSsHhcM67H8DcReefvWiMi4uDWq3+WI8JhULgcDgX9B4/r5jvuxXFheMfPe533nknvvvd70KtVkOlUuF73/seiouLSfBTUFCAK664Al/60pfw5z//GQDw5S9/GVu3bkVeXt4Fv85/XKHFCGxnt/10Oh2Gh4fP+bjHHnsMP/3pTz/VfYvik0VHR8cCgzoGn8+Hvr4+5ObmfqKvaTAYYDAYkJCQ8LEfKxAIIJfL4fP5sGHDhoiL9mJobGxEV1cX+Hw+jEYjmpqakJ6eHrHNyZMnMTo6CplMhnA4DKfTuehJfXx8HDKZDDabDXw+HxaLBTKZDH6/HzqdDsFgEFarFV6vF++88w54PB4UCgVd6OcXSRdSMLndbvB4PDpJhkIhCASCBYXDuZ6TFX3z7+Pz+RCJRADmCpFwOEzv1e/3U5HicrkinicYDILL5YLH44HH4y14bfYcQqEQbrcbHA4HLpcLHA4HoVAIXq8XAoEA4XAYYrEYHA4HEokEMplsAdGWwe/3w+PxYGZmBnK5HAAQDAYRCoUgFAppP8LhMH1GFouFCmmv1wuJRLKgQOXz+QgEAhCJROByuTCZTBCLxYu+LwaJRELPqdPpIBAIkJycfNEXsLi4OAgEgkXvGxwcPG/xabPZPtZvMhAIoKenBxKJBGlpaR97Xz8Ozv4O+v1+pKenIykp6R96XvYdEgqF/9Dz/KchFAohNjZ2gQPAhYAthB977DHExsbi5ptvxuzsLDZt2oQXXngh4vfyyiuv4Bvf+Aa9zrZt2/CHP/zhY73ef1yhxXD2SWT+CW0x/OAHP8B3vvMd+pvNeKP4/GJkZAQbNmxY9GI3NjaGnp4e3HrrrZ/oa546dQparRaZmZkXtP3g4OCCLorT6UQwGKQLMLB4F8btduO6666DWq2G0+nEyy+/DB6Ph3A4DJfLBYfDgbGxMaxduxb3338/xsbG0N3dDb1eD6fTidnZWYhEIvB4PLz77rvQ6XT0t8PhQHZ2No4fP47MzEyMjIxApVLRZzk1NYXBwcGI/WGrS/ZbiomJQTgchtfrBZfLxfDwMBURwWCQtmNFHLuQ+Xy+iGKIz+dDLpdjdnZ2wXbzC7NgMAiBQAAOhwOhUAg+nw8OhwMej0fb8ng8hEIhaDQaCIVCWK1WhEIh8Pl8KvzYPrPXYLe5XC4oFAr4fD7ExMQgMTERfD4fBoMBaWlpGBsbA5/PB5fLhdlshsvlgsFgoP3jcrlUnPn9fnqNs9VL8/eHPY59vuy74vP5MDU1BYFAALFYTI/1+Xzw+XwwGo3g8/kIh8Pw+/3nPE4ulwuxsbEQCATw+XyYnJwEj8fD4OAgFbKLgRWT7Jzp9/upsA0EAot2xoLBIGw2GxQKBcLhMJKSkhYU1n6/HwMDA4iJibmgQs/n8yEQCGBycvK8+/tJIy4uDoFAAKdPn16Uq8O+3xeKc3VmNBrNx3pfXC73nIuV88Hj8aCvr++iHvtZIC4uDsnJyRG3hUIhdHd3k7XGxwH77YlEIvz+97/H73//+3Nuq1Kp8PLLL3/s15iP/7hCi3UajEZjxOjCbDafl9wmFAqjK45/MQSDQcTExCx6ojrfCn/+4xcDh8M55wnJZrMhJyfngvfx8OHDKC8vp78DgQD279+PiooKFBUV0e179+6FzWaLeN3a2loYDAbq4kilUphMJphMJrS3t4PH48FsNqOmpgYDAwOQSCRYvnw5Dhw4gM7OTvh8PgSDQQiFQrS0tEChUKCiogITExMIh8MwGo1wOp2ora0Fn89HbGwsFQV+vx8CgQB+v58KKlYMut1ueDwe+P1++P1+WCwWOJ1OeL1eKBQKSKVScLlc6nrweDyIRCLExMRApVLBYDCgpKSExmfT09NwOByQSCTQarVISEhAZmYmJBIJbTMxMQGTyYT+/n7MzMzA5XLB4/HQPsXFxUGpVCIUCkEikUCn08FkMkEoFEIgEMBsNkMsFoPP58PpdNJ+CQQC6r7Nzs7C7/cjEAiQFF+pVCIYDGJwcJA6hkqlEjweDy6Xi3zfgLmLBXvvDocDNpsNarUaUqmUtgmHw3C73VSIhUIhxMXFLbhoezweBAIByGQypKamRtxnsVioiAbmLkjMkoYVJrOzs3A4HPR34v/P3n+Ht3VdWePwQu+FBWxiJyV2qnfJkmVZsmxZtmMnbkomvU163ifj/Dwz7ySTOnmTOMmkOXGLY8uOLRfJlmSrUoWkSBX2XkESANF7x73fH/zOCUCATc2yjPU8fCQAFxe3n3X2XnvtnBxKtAgJn2mAJ2TRZrPR96IH+EAgAKPRGPc9hmHA4/HgdrsRDodpCX6iZZRKJT23sxGWUCiESCSCUChEz9tM0bRrBRJ5FIvF8Hq9CcXS0RHXK4XP54NEIqHnkZDZRJBKpUhLSwOPx0NpaemCf4vcm9PJzM2Czs7OuG3jcrkfmpTrR45oFRUVISsrC0ePHsXy5csBTM2K6urq8POf//wD3rokriUYhpmREIXD4Vlnb2azGa+++io0Gk3cZzabDR/72MdoxInL5YLP56OnpwdNTU10wJ4PtFotysvLY97Lzs7GoUOHkJ+fj4qKCro9e/fujVmus7MTcrk8RpfV09ODiYkJjI+PQ61Ww+v1YmJiAlarFRKJBJcvX0Z2djba29tRU1NDfXwYhoFCoUBDQwPsdjuKi4vpQ53D4cDhcMT00wuHw4hEIigrK6MDAQBcuHABgUAAfr8fIpEIQqEQfr8fHA4HGRkZ8Hq94HK58Hg8ND1lMBggkUjgcDjo8nv27IHL5UJDQwNyc3PpwE4IXGdnJ1QqFZqbm8HlciEWi7F06VIIBAI8+uijUCqVMJlMsNls8Pl88Hq9SE1NhdfrxejoKI0ekMlWVlYWuFwuHXBItIXL5VLip9PpUFFRQcltY2Mj1RM5HA6wLIvh4WFIJBLIZDJEIhFkZ2dTzz2lUkl/b2RkBAqFAo8++ihNN8rlcmRnZ2NiYgIMwyAYDKK+vh5r166Ni3iYTCYcO3YMHA4njmiVl5ejurqaTiY4HA4mJydht9shFAqhVqshkUggl8vBsmwMYWJZFufPn58xfUfSizU1NYkv6FlAroHZ7o233noLLMuiqKhoTn0bMOWXJJFIMDw8jI0bN2J4eBg7d+6EWq2O+d1rAb/fT//Onj2LDRs2oLGxEdu2bUu4/NX+7tDQEPx+PyorKwFMaQET6dfGx8fx4osvYunSpTh37hxWrlwZtx0ymQxcLhdCoTDhJFOn08Fms6Gqquqqtvl6QSAQYPv27XHHVCAQ4M4771zw+jweD379619fq82bE7ck0XK73RgYGKCvh4eH0dLSgtTUVOTn5+Nb3/oWfvKTn2Dx4sVYvHgxfvKTn0AqleKxxx77ALc6iWuNSCQyY+SK6GpmgsfjwbJly7Bx40a43W4cPHiQro/D4eAnP/kJXdbhcGD79u04d+4cVqxYsSCtSEpKChYtWoSRkRE0NzdDIBDA6XSiu7sb3/zmN1FWVkZ1N1u3bo2Z1TkcDtx///00dTQ6OoqGhgbU1NSAx+PhE5/4BOrr65GTk4OUlBQ88MAD4PP56OjowE9+8hN85zvfgd1uR0NDAxiGwa5du3D58mWcOnUKubm5UCgU0Gq1GB8fRygUQklJCf0tDoeDUCgEg8EQM8sOhULYvXs3TckxDIO+vj7cdtttKCwsRGNjI9avX4/u7m4AU5HisbExbN68GQaDASMjIxgdHcW///u/g2VZCIVCiEQiGsGJ1rOQqIJSqYTVakVrays8Hg9eeeUVuFwusCxLo24sy0IkEiESiUAqlSI1NRUFBQWIRCLQ6XS4/fbbodVqsXnzZqhUKkQiETQ1NcHlciEQCMDtdsPtdoNlWTidThgMBlRVVUEoFMJms0Eul2Pjxo3o6+uDx+NBd3c39Ho9CgsLYbPZEA6H4XA4aPTK4XCAw+Hg9ddfR2pqKoLBICwWC7WXYRgGLpcLLpcLHR0dcZMCn88HvV6P5cuX08mAWCyGSCTC0NAQ3nvvPajVahQXF9PvkomBQCCAUChEMBjE+Pg4IpFIzDUrkUjiyJvT6aR6sPPnz8ekMBM12A0GgzTCtBAMDg4iEonMS6fl9Xqh0+mQk5MDo9GIkZERmM1m1NXVQalUQiQSQSaTzSrwj55MzAaWZdHW1kbPn1arRWNjI8bGxtDQ0LCAPZw/fD4fnE4nzbR4PB7k5+cjPz8/7nzdeeed0Ol0NLo3fdvNZjNCoRCkUik2b95MPyP3qNvtBpfLRXp6Ok2330xYtGgRtFpt3DPbZrNBp9MteH0zFb1cL9ySROvChQu4/fbb6WuirfqXf/kXPP/88/je974Hn8+Hr371q7DZbFi7di3ef//9OT20kvhwgaQhEiEYDM46s/b7/TRSY7fbkZ2dja1btyZc9s0338Rdd90FDoezYM2XRqNBQUEBfvOb3yA3Nxe7du1CRkYGVq5cCYfDgU2bNuGXv/wlpFIpjhw5QoXLwFREi3SsF4lEOHHiBDZv3gyr1QqNRoOysjIMDw+jpKQEoVAIL730EpxOJ+rr68Hj8dDb24tVq1ZBr9fjxIkT6O3tRTgcxq5du7BhwwbIZDK8+OKLWLduHdRqNRUqe71e2Gw2WCwW5Ofnw+/3U2JDolmlpaVIT0+nAv+KigpwOBwaaVq1ahX8fj98Ph91Xlar1aisrERvby9CoRCUSiXsdjsqKyvR1dWFrKws5OXlobGxERqNBna7nabxOBwOdDodUlJSwOVyKaHKz8+n0TCZTAan04mioiIoFApIpVIEg0H09fWhvr4ebrcbw8PDtAjB6XSCx+NhfHwcYrEYY2NjaGlpgc1mQ3Z2NsLhMPLz8/GJT3wCPT09OHHiBNatWweFQgGBQICMjAzcfvvt6O3tpeQmNzcX+fn5UCqV+PrXvw6RSIR3330XgUAAHA4nhpxkZmbCZrNBr9dTIkC0VS6XC1arFfX19ejq6qLXtEKhgNPphFqthtlshlQqhUQioYQVmBpkSGSEpEOjZRNGoxFnzpyJuU5tNhuVT9jtdnR3d9NqRqlUioyMDGg0GnR0dNBtzczMREZGRlyhhFwupxMGMqiTdOuFCxcwNjaGHTt2zEl+CGnPycmB1+uF3W5HX18fPW7p6ekYHh6mpJZgenQw+thG/xu9bDgcxtKlS2m0qLW1lRLhaAnK1aCoqChGbxcIBNDW1kar26xWKxwOBwwGA/r7+xOuY3BwcEYSwbIshoaGcO7cOQCgKW9g6ppgGAZyuRx+vx9lZWX0OPj9flqNDEyl1GfLBsyXpE0/v7Od70gkQnVV0TAYDPT6XwjC4fCCv3M1uCWJ1tatW2fN63M4HPzXf/0X/uu//uvGbVQSNxykmiwRAoHAvIlWKBSKSY9Nh0KhuCI7h+nX6J133gm73Y68vDz6UBkZGYFGo6HplJKSErr84cOHsX79egDAX//6VxiNRjAMg7Nnz4JhGPzqV7/C9u3bkZubi3A4jN27d2Pfvn3Ys2cP9u7di6GhIXz/+99HKBRCamoqmpubwTAMTCYT3R8ulwuTyQSDwYANGzaAw+Ggrq4O4XAY7e3tUKvVsFgsKCoqgkwmg0wmg0gkgtlsxsTEBHp6eiCTySiB8Pl86O7uxvnz57Fp0yaMjo7CarVCLpejrKwMXC4XS5YsweDgILKzs6FSqdDe3o5IJAK/34/+/n5wuVysXbsWQqEQu3btQmVlJerq6vDSSy/RgfDgwYNYsWIFPf8kPdfV1QWBQIDJyUlazCKVSlFQUACJRIKxsTHk5OTA5/OBy+UiLy8PXq8XZWVlUCgU0Ov14PF4UKlUMBqNaGpqwoULF5Ceng6Px4OWlhakpKQgGAwiFAphYmICNpsNRqMROTk56Orqovqdb3/72zSiQAY2ck2IxWLodDqsXLkSaWlpUKlUNMpDokr33HMPWltbsXz5cirAN5vNyMzMRHZ2Nt577z3k5eXh/fffR1lZGd1fEvkCpu6DM2fOoLS0lGqiSKqKbAvDMBgYGEBJSQlcLhcGBgZgNpshFotpWpkIkqVSKY0gjYyMIDc3F0KhMOb+0el0KC0tBZfLRTAYRE1NDVpaWqDRaODxeNDT0wOXyxUXvZh+vwwMDMRV/JlMJgwODkIkElEykqhidSGvgal2OE6nk2rXyDEKh8MxffCmo7e3Fz6fj76eiUx4PB5MTk6itrY25v1FixbBbrfTa0Or1c763PJ4PLBYLLP+jtVqhcfjgclkgtPpRHp6OrUYIZWwXV1dYBiG9piNrjAmkeVEiEQiUCgUMUGL+Rzf+SDRPiXSy0YiERQVFc2qqQ4Ggzh9+vQVbceV4JYkWkkkAVxd6tDv9yM9PR3AP4XfM0Eul8PtdqOtrQ3A1MC0du3aWUWpLpcL3d3dlFAFAgFkZGSgra0Nzz//PG1YSrRLg4ODOHbsWEyEwGw2429/+xtYlkVnZycWLVqELVu24MKFC2BZFrW1teByuaivr4fNZkNXVxeamprA4XCgUChoQcjo6CgGBgYgk8mQlpaGjIwMHDx4kFa2Eb+mtrY2mqpJT0+HXC6HWCxGOByG3+/H6OgoXC4XwuEwamtrwefz4ff7sWrVKmoHwTAMRkZGIJVKodFoKKmrqKiARqNBOBym+quysjIEAgH4fD4UFRVh0aJFEAqF6OjowOTkJPh8Pv72t79RfUlqairVShUVFVHSRsTnALB27VpYLBZ4PB4qxg4Gg/D7/RgcHERqaircbjdKSkqwbNkyNDY20khmVVUVlixZAp1Oh+3btyMnJweXL19GfX09/H4/FAoFvF4v8vPzEQwGUV5ejtzcXPT29uKNN96AUqnEbbfdhvHxcTpojI6OIicnB0VFRQD+GbEKBAKYnJyEwWAAj8fDgQMHaNSLpEE1Gg2twoz23SIWI+np6XC73SgrK6OFBgKBAB0dHTE6nqVLlyIlJWVG/6pgMIidO3fS74TDYQwMDMxZ7dXX14fU1FS4XC7ce++9Me8PDAyAz+ejt7eXpn5IhaZKpYJUKqXaQ4ZhUFpaStPRBB6PB3fddVcM2eru7obRaIyJ/C4EwWAQ27Zti/m+w+GgVZgikSiGNGZkZMRoF8ViMX1WBAIBDAwM0ArkQCAwY6TOaDSipaUFer0+5v3oymMAM+rBCEiaeSai5XA4wDAMvF4vqqurIZFIUF5ejomJCfB4PGRlZUGr1UIqlcLhcMRUGs8HbrcbExMTCT2mEhGsmTzt5voeQUtLC5YtWxbzHolszjY5np5evd5IEq0kblnMZtkxn9QhCePPRbQUCgXMZjOsViv27NkDq9WKCxcuzJpSOHnyJNLT09HU1EQJhlKpxMTEBFwuFxVnRyIRhMNhuN1uaDSamAanTqcTFosFLMtiYmICo6Oj+NrXvkYjCWVlZfjNb36DzMxMeDweFBcXIyUlBcuXL8edd95J0zxlZWU0PXXHHXeAy+Xi1VdfpVoQvV4Pl8uF0dFR7Ny5E5OTk9BoNEhLS8MnPvEJHDt2DMuXL8epU6ewceNGdHV1oaamBsFgEJWVlRgcHERJSQnkcjn0ej2sVismJibQ2NiIsrIySKVSvPbaa5BIJIhEIvB4PNiyZQt0Oh3eeecdrF27Fu+99x4kEgnVsPn9fqjVaoTDYXi9Xmg0GrjdbtjtdvD5fNhsNtjtdpSUlCRME5HqPlJM8MADD2Dbtm147rnnYLfbceHCBXg8HrS3t2Pr1q3g8/mQSCQIh8MQiUSoqqqCSCTCrl27cN9990GtVuP999/H8uXLaRSAwGq14qGHHoLX60UkEsH3vvc9ej2dO3cOlZWVCQezlpYWaLVaBINBrF69Gp/97Gfjljl16hTa2toSplUIWJbFmTNnMDY2hqKiIgwNDVGfMWBqYBoeHkZ6ejpYlsXy5ctjBimRSITJyUkcOnQoZr1zFXwUFhaitbUVQ0ND1IqCVNgS8qFWq+M0NnK5HGNjY3SSFIlEcPbsWcjl8pjUmkKhwOuvvw6VSkXPq8VigVqtvqLKO2Dqnvp//+//xURJGIaBwWCgDYlJtIYQ3OnXFDmuLMsiJSWFRrQsFgvq6uoSTv6Ijmo+9goikSihTx+pBp2NuITDYbhcLpoC5vF46OjooOfHbDbD5XLBYDBQrdxMGqhEz1aGYTA8PEyJzGzRLA6HA6PRCJfLNeu1xOPxZvzcYDDAarXGHTdSATx9e6OtTW4kkkQriVsKHo+HVlFZLJYYH6NoWK1W6jOU6IExPXU4Wxg6Ly8Pp06dwvj4OI4fPw6GYXDu3LlZtQoqlQrLli3D+Pg4brvtNlgsFojFYgwODoLD4WDnzp04f/487HY7TR8VFxdj27ZtVNOzYsUKOpuLRCJYunQpvvjFL+Lll1+G1WpFTU0NlEoltm7diu7ubmzduhWvvPIK7HY7JiYm6ACoUCgQCASwcuVKbNmyBcCU7uyOO+6Ax+OB3W7HJz7xCbzxxhu47777cOLECdx3332QyWQwGo3QaDQIhULYtm0bysrK4HK5cPr0aWzYsAGpqalob2+HSqXC8PAwDh06hFAoRElHR0cHeDwe5HI5Fi1aBJPJBKPRiKysLLS2tmLLli0oLi5GIBDAzp07AUzpUPr6+lBeXo6BgQGaZiopKYFIJEIoFMLY2BgAUFF3IBCgepTi4mIIBAL09fVRAnX69Gm0trbS81NVVQW/3w8ej0dTUIFAgEbGWltbaSn9+Pg4tm/fjrNnz8akiQgGBgaQnp6OzMxMFBQUxGho0tPTceLEiYTXCBkMJiYmoNPp8IMf/CBGR0T2d3r6jKSCSQqRZVns2LEDp06dwvLlyxEKhbB8+XK6fo/Hg7a2NkQiEchkMly6dImuJ5o0TN+u6e/xeLyE9wmJbA4MDMyrklAsFiMnJ4daZgD/jOxEf99isSAcDse49Hs8Huh0OoyMjMz5O4kwU0qMaJSIhQIwtc/hcDjmOHq93hhSEG39MNfgTkjkbBNElmVht9tjNFPzBcuySE1NpZHX6M4FdrsdAoEgpohEKBQmJFlz7YfT6cSFCxfmtU1OpxMymYw+ixOBVLomAknPz6bvIp9FIhFwOBwEAoEY25UbgSTRSuKWQkNDA8LhMGQyGUwmU5ypJkFWVhb14CEPRq/XSwdSu90eQ7SivY6mQ6lUYs+ePTh69Cj27NkDYCqEPjQ0FLOc3W6n6arMzEwcPnwYo6Oj6OjoQFdXF4aGhtDZ2UkfCKOjo9Dr9TCZTBgbG0NPTw+0Wi2NtnG5XJw8eRLA1EDQ19eHffv2YdGiRbh06RK2b9+O6upqDA4O4n//93+xf/9+cLlcKBQKNDc3w2AwwOfzUaEpn8+nA01zczN9+O7atQsNDQ2wWq341a9+RUXgQqEQzz77LN0WlUqF8+fPQ6vVorW1FRcvXoTJZILH48Ho6CgmJyep3on4bimVSrS2tiIcDmN4eBjDw8NwOp34+9//Ti0ZtFotXC4X3n33XUrSAoEA7HY7NR81mUw0tQaAaqZIVNHr9eLBBx8Eh8PB2bNnIRaLYTQaUVtbC4FAQFu/8Hg8mM1m5OXlQSKR4MEHH6Q9zqaDRGvcbjf4fD6ys7Np+jganZ2dUCgUtFXMXM1oS0pKaNrM4/FgfHwcu3fvjomqkgFwJt8jm82Gjo6OmIq4sbExuN1uaLVaSkS5XC7VVLndbrS0tGDRokXw+XxUh0Uwl2jc7XYjPz8/boLh9/sxNjZGBerkfhMIBDRlSgofyLmw2WzQaDQoLS2FVquNS6klGlhDoRD6+/up99hCQcxpE0WVPB4PtYuZaZA2mUzIzs6OibrdKJBUazgcxujoaELS4nQ6YbfbqfWF1WpFb28vgKl9J75xiSCTyWZNxUWDy+XO23OSy+VS/eRMINWxM0XQZiN+iapKg8FgXNT5eiNJtJK4pRAOh7FmzRqkpqZSV/SZ8Oabb6Kzs5M+XJqamqhgmLikA3OnDhNh1apVcSZ7/f39WLJkCSQSCYLBIKqqqnD58mVs3LgRR48exT333INIJILW1lbs2bMHY2Nj+OUvf4m0tDRIpVLweDwsX74cHR0dKCwshFQqxSOPPAIAePrpp1FQUECjPvv374dEIsHo6Ch+/vOfw+l0UosF0krm1KlTkMlkkMvlOHfuHDZu3IjKykpoNBq8+eabeOSRR9DQ0ACNRoODBw9CqVRS08vXXnsNDMOgo6MDy5cvx+DgINLS0iASiRAIBJCfnw+bzYb7778ffD4fer0eFosFxcXFkEgkNLTvdDrBMAxWrVqF0tJSHDhwAEuWLMHq1avxu9/9DpWVlYhEIti0aRN2794NkUiEv/zlL9i5cyfVgbAsi8uXL1NNntlspsf6W9/6Vty5IX3M9u3bh5UrV6KnpwclJSVgGAY9PT1YsWIFcnNzqeB5Jqxduxa1tbUQi8VYv359wkb2LMviiSeewH333QeVSoVz587h4x//+Izr7OnpQUpKCsrLy/Hyyy9DLBbjiSeeiCNUVqsVR48eRW1tLZYsWTKvSi+LxQKTyQSHw0Gjvt3d3di0aRNNh3V1dWFychKjo6NIS0uL0VbNhYGBAXR2dsYNsn6/HwaDAUNDQ3C5XNSOwuVy4ezZs5RQh0Ih2t4ImIoe9ff3g2VZ1NTUzFmFyOFwaGHAdNPgwcHBOW0AOBxOHJkgv0kqDLVaLe6///6Ex7u5uRlLly5N2KfyWoForKZjYGAA27Ztw+joKJYuXUoJLMuysFqtVJe1f/9+rF69OsY+IxgMoqenB2lpaQlT2AMDA2hra6OThblA9IPzSYP29fVhyZIlEAqFV0RQ/X4/qqurF0SsSdum//t//++Cf+9KkSRaSdxSCIfD8zYLXb9+PSYnJ6meYNeuXQmjDVdCtEKhEMrKymLc3QUCAaRSKTIzM9HY2IjMzExkZWXRdjDEU4roL4aHh+Hz+ajHlFQqpeXw0yt/SPsZgkAggMOHD0MgEECj0eCrX/0qhEIhTa3abDakpaVBJpNhbGyM+gKdP38eZrMZQ0NDaGxsRH9/PwYHB/G9730vZgC12Ww4d+4czp07h8nJSaSnp2Px4sV0G4hfFzkWFy9ehNlsRkZGBsrKyjA0NIRIJIKhoSFUVVXB4/GgtbUVHA4HeXl5OHz4MDIyMrB582ao1Wps2rQJcrkcOp0OtbW1MWJbDoeDFStW0NfEzmGusvu1a9dibGwMy5YtoynG9PR0vPLKK3j11VfjGnQnAjmnRMMzHQ6HAzweD2vWrIFSqcTo6CjS09NnnPETvy6pVAqZTDajXYhEIsH69evR398PpVI5r24EUqk0rm1YQ0MDMjMzqWaKHMejR49iZGQk5rjOhbmWPX78ODIzM+NsdHp6esDhcLBy5UpqUDvf6Ml0jI2NwWq1xvmAtbS0zEpw54sXX3wR7e3tCT/T6XTX1Vldp9NRy45okGbghw4dQiQSwcqVKymRtlqtlEQBU5HDs2fPQqvVxqxjcnISSqWSRqejSRLRdZL08Gzo7+/H6OjonIbQBETrOTk5SZvVLwShUAhtbW2zRrVI9XD0uq9394DpSBKtJG4pLIRoZWVlzav583yIVqKGs9Mrn8i2KZVK6PV6dHZ2QqvVUk0J0QitXr0awFR5/Pr167F161bs378fd911F3V2nj47n0603G43Tp48iWXLlkEmk9H+emazmVbF9fX1YXJyEsFgEFKpFNXV1XA4HBgZGUFhYSFuv/128Pl8WCwW/PznP4+p5rJarZRYEGF69OBGIhdkmVWrViEvLw+PP/44OBwOXn31VTz55JM4efIkTZUCwAMPPIDNmzfj7bffxh133BGXsrVarXPqK7hcLioqKuZ80BcXF8f1pMzOzsa3v/3tWb8XjXfffRdCoRDFxcUx1hsnT56EzWaj/kTkmkxLS4PVap2RBEqlUhiNxjl1MBwOB+Xl5UhJScHZs2fnvb3T4XQ6odfr4wTUAwMDMBqNeOedd2b8rlgsxh133EHb9uj1+lmNILu7u9Ha2hpDSDkcDmw2G+232N3djYqKCng8njmr0Uj1bPQAStJQ0VEllmWRn58fZ51wJfja174Gq9Wa8DOFQnHFIvz54I033sCuXbviIj8vv/wyVq1alZCktLe3o6Kigl7nLpcLFy9ejGsbJBQKkZ2dDZlMBqvVih07diyY7LIsi+PHj+POO++knSiiIZPJaKeL6ZicnITNZltwr0WhUBjnZk9kCOQe0ul0tBMCAbGzuFFIEq0kbikshGjNF/MhWtFkAZgKx0e3AYneNh6PB61Wi+zsbHC5XCxbtgwajYamtICpqAzpIRj9XfJ/0iCZbNt0Kwur1Yri4mI8/vjj+O///m/09PRgcHAQNpsNmzdvxqFDh+B0OmnPQIZhaHrA6XSirKwMb7zxBt3/4uJirFy5knp6paWlYeXKlfjrX/+KyclJFBQUxJAHuVyOTZs2UdJ4/Phx1NTUICUlhWqzUlNT8eCDD6K/vx+NjY3g8/kYHx/Hvn37cO7cOXg8nrjBw+fzzSudRaJ+1xsFBQU4dOgQ2tvbaTQjEAigt7cXX/7yl7Fhwwb89re/peeuuLgYJ06cmHFAcblcGBoaglarRVNTU8xnTqcTRqMRhYWF4PP5iEQiqKmpAcMw8xYfT4fP58PFixdx8uRJ8Hg86gxO2kpt2rSJbmt9fX0MwR8bG8Nrr71GbTGGhoaQkpIyY1SCVIhOJ5FWqxUqlQpqtRpCoRBNTU0YHByc06IhFApBIpHEDOh+v58asnI4HEq8lErlnA7uDMMgPT19zpTxbLh8+fIVf3cunDlzJiH5dLvd9F6dDrvdjrvuuitGk0Raz0Wjvr4eVVVVUKlUGBgYwKVLlxascwsGg5icnERGRgYEAkHc/dfR0YHGxsZZPb7mmmAQQf9sz3iHwwGZTEYjp3w+H1qtNqZie7Yq3euBJNFK4pZCtLj9WmE+RGu6L1coFMK5c+dw/vx5+t7w8DA+9alPAQCefPJJ6HQ6CAQCKniOdjj2+/0wGo00ehPdt5E0E+bz+TAYDFCpVAgEArTBLTGuXL16Ne0fWFZWhpGREdrMeNOmTTh8+DCysrJgMpmoJ1ZtbS2ysrJQXV2Nt99+Gzk5Oejp6YHP58P69etjZrm///3v0dLSgs997nO0WjEa0Smi6CbHLpcr5rM33ngDKpUqxjPojjvuwAMPPDDrMZ8NPB7vhjxMq6qqIJPJYoiOWCzG9u3bodVqsWbNGng8HnpNFhQUzNqiyefz4ciRI7jnnnsgFovx4IMP0s/efPNNZGZmUg2O2WzG5OTkVREDANRws7m5GY888gg9T6dOncLhw4fpcmfPnsXGjRvp68WLF6OwsBBf+9rXUF5ejldeeWXBnREA4I9//CMqKiqoX1kwGMTBgwdj9j0RIpEI1eYBoH0bBwcHaceD3NzceafzGIbBgQMHsG7dugXvw42Az+db8D0x33Y6k5OTWL16NZRKJU09LtQCwWg0wufzIS0tLaEn2/S09ZUgEolgcnJyTkNyYo8DTD1LL1++HPM8mE/167VEkmglcUthtkbSV4orJVoejwdf/vKX6XtPPvkkfeiRGd/ExATt2xd985NozqZNm+J+KxwOIysrC83NzWhoaMDKlSsxODiIiYkJ/OIXv0AoFML4+Dh6e3vxl7/8Ba2trdDr9cjKyqKNjZ9++mkoFArY7XaIRCKsXLkSKpUK7733HiorK2E0GqHX66HRaGA2m/H1r389Zv/C4TDUajUeeeQRmtKcDdF2GTabLSZ9pNPp8O1vf/uaioh5PN68hLtXCw6Hg6KiIio+JrBarThz5gyGhoYwOTmJ48ePz2t9LMvi3LlzYFkW7e3tMVGFgYEBVFVV0cpUYEp4fKXNixO1QOno6KDknvTVA0DTzjORkLGxMVgsljjtz3y2ze12Y3x8nFZCut1uuFwu+no2ZGZmxvyGQqGAxWJBbm4uMjIycOnSpQVZPfT29uKXv/xl3PvXqjH1QtcVvaxarcZzzz13zdYdvfzly5cxOjo6a7XgXOu2WCzo7Oycl15woeuORmFh4YKWF4lEMS35gKkq5L/+9a/zXsfVIkm0kkgiCjabDS+//HKMDojD4cQRLb1ejwMHDtCB0G63x5T2h0KhuJnkdDEpGSwLCgqQmZkZ43BsNBoRCARQWFgYt42RSASbN2/GbbfdhqGhIej1epSVlcFutyMjIwP33XcffvCDH+A//uM/EAgEkJubC6VSieXLl9M+ZufPn8fdd98Nm82GCxcuQCgUYmxsDOPj46iqqoLP50MwGERRURFUKhVycnJw9OjRGJ+ojIwM8Hg87Nu3b06SVF9fT8vng8EgNm/eDKfTiVAoRNOk1xI8Hm9Ojc/1hFKpREtLC6RSKbKzsxfU+FYul+PIkSMYGxuL0dJIpVJMTk7CbrfTqJjJZLpm+6nX63H8+PGEPV9JSyHSQDpRRKG9vR1Op3PBv3v58mWIxWJK0jweDwwGAz1mC4msBAIBdHR0xPVqnC8WQs4Xsl0zGXcuhDCYzWYMDAzQ789kRTHTb/N4PFRWViaMcHm9Xni93pjJ3kIjWhwOB9nZ2XM6yV/NcbtWy95oJIlWEklEweVyYdmyZTEpkkTweDxYsWIF1SANDw/jxIkTVCtFfGmiMX3wJ2aHicL7wWBwVvJBHtD5+fm4dOkSmpubodVqYTab6UD161//GpOTk9i7dy8YhkFhYSE6Ojrg9/tpA2KimxkaGkJ9fT3UajVqa2vR2dmJQCCA06dPg8/nw2w20z5/JAVgs9nA4XDw2c9+NkYnEwwG4/QZDMPgscceo68vX76MhoYGCIXChGTyakFc9T8o8Pl8SKVSbN68GWazecEpNYfDgXPnzuHuu++Oed9ms6GxsRG7du2CXq/H2bNnIRKJkJOTc9X+TT09PeDz+SgtLU3Yvio/Pz8hCQOmBrkrTR3+/e9/h0AgwMMPPwwAGB8fx/Dw8KzWLDOBZVmMj4/fkGjmB42FahAbGxuxZMmSGK0SgUAgwF133XVVsguXy4WmpqYY64ibFVfSm/ZqkCRaSSQRBa/XO6+y/kAgEEOEAoEAJBIJfD4f5HJ5wogWEa8DUykK4jgOxLczCQQC8zL94/P5uO+++2h6SiAQYPXq1ejt7UVWVhb8fj8cDgfGx8eRnp6OkydP4vXXX4fJZEJvby8uXbqEt956C0uXLqXalrfffhtyuRzhcBhlZWXIzMzExMQE1Go1UlJSYpobA8DFixexadMmHDt2DEajEZFIJE5IO9293O/3Y8OGDZBIJDHatGuFDzqiBQA7d+68YpuCmfp0KhQKDA0NYf/+/bDZbNixYwfa29uh0Whm1X7NB2KxGGazGZWVlfjBD36AJ598ct5l8FdThMLlcuHxeGiKb2RkBHa7/Yrd3WcCsRO5mSMf1xNutxsXLlyIqY4lcDqdMW2ZrgQejwdSqfRDcXyTLXiSSOIDxHyJVjAYjBlE9Xo9JBIJ7Z9HeikSAsThcNDV1YV3330Xn//851FfX49NmzbRljvzjWj5/X7Y7faYNh2HDh3C0NAQQqEQCgoKsGTJElRXV+OrX/0qxsbGaPl+dXU1qqur0dnZia6uLlRWVuK5555DVlYWHnroIbz44otQq9XUy8nhcKCmpgZFRUW4cOECTSFWVlbGpDzq6upgNpthMpliolazIRAIQCwWw+v1XnED4NnwQROtF154AUKhEJ2dnQtqykswE9Hi8/n44he/SAcKoVCIixcvxvV1uxJoNBo0NDTQij+r1Tqniz3BlXjNEfB4PNTW1lL39/HxcbAsG+cGf7UgPUin6+k+KmAYBg0NDTh37lzcZ1wuF7/97W+vav0ulws8Ho+6zd/MSNo7JJHEBwiv14v09PQ5lwsGgzFRm+7ubhQVFVEfIVJ6PjQ0hHXr1qG4uBgjIyMoKirCCy+8gL6+PrjdbhgMBpSWlsaZBJI+fCQ9MDg4iObmZly6dAmvvfYa7f9FxNOFhYUIBoMYGRmBXq9HUVERFi1aBLVajYsXL6K4uBg5OTlgWRZarRZcLpd6H23YsAE7d+6Ez+fDgw8+iPb2duh0OjAMg5dffhk1NTUQCoUIhUK09U00pFIp/vSnP6G4uDgmSjcbhoaGIJPJ4HQ6E6YyrhYfJNEimrMrSaMRzES0gHizxWAweE1SIUqlEnv37gUAXLp06YYRLYFAgJqaGhrBFQqFUCgU1zwFNTY2BqVSeUUpyVsFKSkp16T6byaQ/qrzxejoKC5evHjdtmc6eDwe7r33XrjdbvzsZz+7Yb+bJFpJ3JK40tDwQiJa0REnDocDtVoNi8UCuVwOn88HlUoFs9lMDfW4XC58Ph9ycnJQW1sLrVaL7u5uKJVK8Pl8GvkYGBjA8PAw1qxZQwdbp9OJ06dPY3JyEsuWLcOWLVtQXl4OPp8PPp+PvLw8PP/88ygoKMDdd9+Nl156CcCUSeC//uu/IhwO4/3338fZs2exf/9+2O125OTkICMjA3l5ecjMzKT9/sbHx3HfffchEolg9erVOHz4MDweD1QqFXw+XxzRSktLw+bNmyEWi+M+mwk2mw0+nw9KpfK6RBhuVNVhIjidzivqtReNSCQy7+rZa0W0opGZmYl33nlnRhf06XA6nRgaGroiMfzFixfhcDhohNjtdmP37t0LXs9cmG86/lYGy7Jz6k9vJPr6+rB27dp5TW7nQk9PDy0WmAmNjY0IBAI3/NmQJFpJ3JKITq0tBAslWlarFXK5HDweDyKRCE8//TTKysoQiUTgcDigUqmogDg7OxtLly4FMNUMuLe3FyKRCCkpKRCJREhLSwPLsjAajfjkJz+JV199FXl5eWBZFnK5HN/85jfx0EMPQSqVYv/+/WhsbERpaSkmJiZQXFyM4eFh5OXlobGxEePj4zEpAqfTiZaWFjQ2NsLv9+Ohhx7C8uXLaSPrv/zlL7hw4QLcbjfS09PhdDqRlpZGXbqPHTuG8vJyVFdXIycnZ8HHdTpGRkawYcOGa+55RvBBRrTm414/FxiGmZf/EVl2YGAAZrN5XsuzLIslS5Zg1apVMy6zaNEifP7zn5/X+oCp1HlfXx+2bds27+8QqNVqrFu37opSrAtBkmjdfHC73UhNTb0m56W3txd33XXXrPeNQCBAbW3tDb8OPhREy2Kx4MUXX0zYIDaJJBKhtbX1irQ/0X5Ps4E8tJ966ik8/vjjkEqlsFgs2LZtGzZu3EjF5nfeeSclfAKBIKbli8lkQiAQwPHjx6FWq3HmzBlwOBwYjUZkZmbC4XBg5cqV4HA4qK2tBZfLBYfDweLFi5GSkgI+nw8ulwuJREJThmlpabT3F5fLRVNTE6xWKzweD8xmMwwGA5YtW4avfe1r8Pv9OHfuHDIyMpCWloaMjAwqWm9ra6ORuJycHEQiETAMc80eUOFweN5E4krwQVYdXo3u7NixY/B4PLQlicViiVtm0aJFMSRJIBDgK1/5yrx/g2VZvPjiizG6rtkiwPP5bHJyEiaTKWbZpUuXzitSIRAIaJHI9UQgEJjXJCqJG4doI+OrRTgcnjOSTDoGXA9d6Gy4aYkWy7J4//338cwzz+Dtt9+GUqlMEq0k5o2JiYmEbuVzYb6GpySiJZPJcPr0aeTn56O/vx9f//rX6fddLldCh2RgStPS39+PxYsXY8eOHTCbzVAqlVi0aBGkUin4fD68Xi/uuOMO+p1AIIDs7GzqgB0Oh1FQUAChUIh7770XWq0WKpUK4+Pj8Pv9iEQi0Ol0WLp0Kex2O9RqNTW9NBqNMJlMkEql2Lt3L+x2O3bv3k1dwqORk5ODJ598EgcPHrxmfldXGnGcL25ERIt4gE2Hx+OBWCye0Zn+2WefTfigD4fDuHjxIpYtWwaTyQSPxwOj0Ri33KFDh9DY2IiMjAxs2bIFdrs9rnfddMhkshgN1T333DNrunG2c5PoM6FQiJSUFNTU1ACYsqdobm7Grl27Zt0u4MYSresdNbuZcb0nN1eK6/kcmA6ZTAav13vDr4ObjmiNjIzg2WefxfPPP4+JiQk8/vjjePfdd+OcXZNI4vz58+jv7495eBDxrt/vv67hYUK0cnNzkZ6ejvHxcYjFYkqyQqHQrKTE5XJRl/bq6mqcPHkS2dnZdPvtdnvcTI94cy1ZsgRbtmwBh8PB3r170d/fDy6Xi8nJSeTm5sLpdOILX/gCcnJy8MILL1D3bIlEguLiYqxfvx4bN27E4OAgRkdHUVJSgiNHjuDOO++c1z5PB8uy805bEVxvEiQSieB0OrFv377r9htcLjehALy/vx8KhQKDg4MJv9fX15dQkG2z2Wh0kdiHJCLqy5Ytw/j4OI4dO4bW1lZ0dnZiYmJi1m0NhUJX1VqGYRja7HqmVM+aNWtoYYNGo0FTUxM9/uFwGBs2bEhoLSAQCDA+Pn7dydbo6Ch4PN4NHdhvJvh8vo98RE8qlV6RjvBqcVMQrUAggDfeeAN//etfUV9fj127duFXv/oVHn30UTzxxBNX3csriQ8fWJadczAeGBjAY489ljACNRfRuVI4HA68//77MBgMlOCZzWZ85jOfwde+9jU6sLAsi/Xr1wOYGnj3798fYyjpcDhiHno+ny+uOe50okXaoCxbtgw+n49GAoRCIZxOJzZv3gwejweBQACFQoHh4WEYjUaMjY1BpVKhrKwMp06dQkpKCoLBII4fPw6TyQSxWIxwODxn012j0ZjwmPb396O5uXlB1YPl5eXzXvZKIBAIaAXdjca5c+eQl5dH29dMRyAQwMc+9jEwDBOTvuvv78fKlSuxbNkydHd3IxAIxHQLmI59+/bh0UcfxcsvvzyrrYbRaMQzzzyD0tJS+l5OTs6CBMjd3d3g8/lQKBTgcrlzTnw5HA4ef/xx+trn8+Hvf/87hoeH45Z1OBxxRDE1NTUhKbsa6PV6pKSkfOD+ah8kZtPl3WjMN3vg8/liyFFqair1/CJ/oVBoXnpPqVSKixcv3nCydVMQrUWLFqGyshJ79+7F66+/TsN6V1MencSHG5cvX0ZLSwvkcvmMyxQWFs54o15Jamo+N35/fz+qqqrw4IMPJuwVF33N2u12vPvuu/B6vRAIBFi8eDFefPFF8Pl8WK3WmGhFIqI1PWoQDAbBsizy8vIwMjJCLRcI4SL7zLIs+Hw+Lly4gNLSUjz88MP4/e9/D4PBQG0hxsbGwDAM7r//fur/pdfrsWLFihn3PT8/P+ExtdlsWLt2bcxA/lHGfK0OLl26hP7+/hhdCeltOZu9g8PhgNFohMFgQF9f35zX7LFjx5Ceno4jR44gEolg+/btOHbsGB5++OG45sFKpZJue39/P01Jtra2IisrC8AUkZxr/6RSKZYvX06vl0gkgoqKipgWLyqVakYyevjwYaxbtw4cDgdWqxUTExNgWRZWq/WKiRKHw0FJSclNH9VxOp3zrt4FQL34UlJS5pWqvV4IhUIJ3erFYjE4HA7+8Y9/xJw7v9+Pjo6OOSvEGYZBdnY2gNjoOYfDoW2IOBwOqqur59zG7OxsLFu2bN7VtNcKNwXRikQi9KDdjDnkJG48AoEAbr/99gWX/lssFuh0Omi1WioKJyD/T/Qe6eM2MTGBCxcuxH1O/t/Z2YmPf/zj85qJ9ff3UyuHf/zjHzHtVEgrFbvdjmeffRaXLl1CIBCgA5NOp0MgEMDo6Cj9jsFggNfrhdvthslkglAopOm8cDhMG+g6HA60traira0NGo0GTqcTJSUlKCoqogN7S0sLUlJSYDAYUF9fT6ser6QdjtPpjBH5f9QRDAZnJCLRZN7hcGDbtm0JvaoikciM62hqaoJAIIDX64XD4cCGDRsSLtfT04PBwUEIhUIa8WptbYXP50MgEMD//u//Qq1W00gAwzAIBALYuXMnWJbFoUOHsHbtWho1qK6uhkQiQWdn54wEiUCr1eKll16iz/O2tjbIZLKYycPg4CA2b96c8F7q6OjAf/7nf4LH42FoaAg8Ho9qIqOPS0pKyry9vtRqNcbGxm761KFEIpn3PgFAWVkZ1Gr1dU2TR8PlcsWleUOhEA4cOBAXJXW5XFixYgWqq6sRiURiJqImkwm5ublzShauJXg8HjWUvpG4KYiWXq/H/v378cwzz+Cb3/wmdu3ahb179970N0QS1w/zaekxMDAQd8M0NzdjxYoVMTMdAvL/6f8CwPvvvw+RSBRjuJdoue3bt8dE2UgZfqJZmcViwZo1a+gkIhpms5m6E4vFYmzYsCEm/dPS0gKhUIjKykpcunQJHo8HFy5cgMPhQE9PD1iWpYafKpUKoVAI586dw2233Ya2tjacPn0agUAAWq0WBw8epK1HpFIpGIaBVquFTCaDwWBAeXk51Gr1gmbR0SA2FklMgUS0Tpw4ESdmD4VCuHTpEliWxYULFzA2Npaw6mp4eBgikSimUTnB+Pg4vvSlL8Fms1GjT4PBQCesBGfOnMH69euhVCphMBgATJGNnp4eCIVCCAQC1NXVQaFQ0Gu0t7cX+/fvBzD1XD527BgikQjkcjklST09Pfjv//7vmG1KdJ8BUwOtxWJBOByOk4BYLBY888wzKCwsjCsOCIfD9NhNTk5i/fr10Gg0dN2hUAhNTU1oaWnBkiVLwOfzsXLlykSnIwZzadmmo7Kycl6RkpnA5XIXZGHCsiyefvrpK/Jhq6+vn3PMbG1thdvtvqqxVSAQJJQQFBQUxDmu+/1+vPjii1i2bBnq6+tjPjObzfSPQCaTYc+ePVe8bfNBIBC4JhY1C8FNQbTEYjEef/xxPP744xgcHMRzzz2Hb3zjGwiHw/jxj3+MT3/609i2bVsy2vURwlxEKxKJ4MSJE1izZk3M+3fccQdyc3PR3t4+7wfkxYsX0dfXh40bN8JisSQsqZ8JZ86cgVQqpVWE0bPK+vp6WCwWrFy5Mi4N+P777+P1119Hfn4+QqEQlEpl3MPvjjvuwMmTJ9HV1YXdu3dDoVAgOzsbd9xxB4LBIH7605+ip6cHH//4x2G1WuH3+7FmzRraA6+urg4Mw2DNmjVYu3YtKisrEQgE0NvbC5/PB4vFgsrKSpSWlmJwcHDOdNDk5CQOHjwYNyiSaMNHHV6vF/39/ejr60NaWhrOnz+Pu+66i37u8XgosRKJRGAYJuF5B6aOKVluOurq6lBUVIT29na0tbVR2w3i18ayLBiGQXNzM/h8PjgcDrxeb1zKbWxsDOnp6bRjADCVHmZZFsFgEA6HA8uXL0coFEJzczPUajUAYOvWrXQds0WMBQIBUlJSsHXr1hkjwIODgzCZTFi3bh0GBwfjXMKJ1rCysjLmd7u6urBp0yb09PTgscceQ0tLy4zFB1cKlmXxj3/8Ay+++CIYhkFGRsaCtYVWqxWf+tSn5u2a7/f7kZaWho997GML+h2iWXrkkUfmJFE3UpJDiCOxolm0aBFuu+02AFO+V263O4Ygv/zyy9d9m+Zr4XMtcVMQrWiUlJTgRz/6EX74wx/ivffewzPPPEMHmYVWNiXx4cVcRMvn8yErKyuhWHhsbGxBpHxoaAhr1qxZ0AOIlMabTCbk5eVhw4YNaGpqoo7WxF7g/vvvx/79+5GWlhZjBTAyMoIvfOELNIq0e/du2paHbNPvf/972O12GAwGLFq0CD09PfQhSvRapaWltKUPy7J47733cOrUKUxOTmLlypUQi8Wora0FADqAnj59GitXroRaraYpgPmISY1GI9auXUtL+JP4J1iWRU9PD62em04sSMqQGMDW1tZiZGSEGtgSWK1W2reS6O3I+gcGBtDZ2Yne3l68+eabCIfD1EKCnDvSoSAYDFJxvcfjQVtbG1QqFW38C4BaSCxevDhGH8iyLMbGxiASiVBaWgqv1wuj0Yjx8XEAU5Go8fFxCIVCeDyemO+ZzWZakOFyuVBVVYW33noL4XAY+fn5GBwcBJ/Pp5IALpcLo9GIkZERNDY2YtmyZRAIBHA6nRAIBGhsbMTY2BiamprQ3NxMf0skEmHnzp2wWq0YHx+HRqOBRqO5qnNIiCQ5jgBw99130/Nw4MCBhD0lZ4rmAVPPie985zszfh79nlgsxpIlSzA0NJRQ6zQTHA4H9uzZA5VKhf37988qa2hqakJtbS31yLve4HA4+PznPw+GYeD3+zE+Pk7vhUTm0BKJBC6XCxKJ5LqZGV/vivREuOmIFgGXy8WuXbuwa9cumEwmvPjiix/0JiVxAxEOh2edBc5WqtzS0rIgh+pAIBD3WxcuXMDIyAiAKY+g3bt30wdYfX09jh49CpVKhcbGRixduhTBYBA6nQ51dXUApkr4Fy9eDJlMBrFYjMbGRrhcLkxMTKC/vx8ulwv33XcfnE4nFi9ejPz8fNTV1eH+++8HMBU9uueee5CSkoInn3wSDocDfr+f+lz5/X5cvnwZcrkc//Zv/4aXX34ZtbW1yMvLw8WLF5GRkQGBQICCggK6TzabDWfOnMHtt9+O0tJSMAxDid5cxxuYEvdfiYbro4DBwUHs378f2dnZ0Ov1GBgYgN1up1V2IyMjGBsbA5fLRXd3Nw4cOACpVAqr1Rqzno6ODtx+++3Iz8/HbbfdRgd/q9VKm3wHAgF85StfwZEjR2gDZr/fDy6Xi0AggM7OTkgkEphMJrz88ssIBAIIhUJQKBRwuVzIysqCxWIBj8dDWloaent7aRSMELvq6mp4vV4cP34cGRkZ4HA4qKurQzgchsPhgM/ng0ajiRsQ8/Ly4Ha7sX79enR3d8NisUAgEEAikeD9999HcXExuFwuent7oVQqMTExAYZhMDY2BoVCQSMNJFVZXV2NcDiMRYsWUUIyPj6OsbExWCwW9PT0YGho6KoH5vr6eixZsiTmmRJNchmGgc/ni/lOIrnAXMLuRBFAgra2NoyOjlL/tOj7czb4/X78+c9/hlAopOvMyMiAVCqlzyyVSoX09HSMjIzg3//93+Oi0nq9HgzDzCul6Ha744ggy7Lg8XhITU1NuA6WZWEwGCAQCPDUU0/RFlnZ2dkx0aVQKISnn34agUAARUVFsxqLRiIRLFq0CEKhEKOjozHHUyaTzTg+aLXaJNFKBI1GEzMrSOLWx1wRrdla5bjd7hmNQglOnDgBg8EADoeDhoYGfOpTn4r5vL+/n1YWHjt2DDabja7z+PHjWL16NXVR/8xnPoNQKISWlhYa0frrX/9KowRr1qxBbm4uNmzYgLfffhtf/OIXqXN9a2sr/H4/gsEgzp49C7FYTPsAlpWVwePxYPfu3bj33nuxePFiWvJuMBho4+La2lr87W9/AzCVnpLJZFi/fj22b98es0+kgXVWVhYUCgUV1JPjPdfDh5ieJhGPYDCI4uJi7Ny5E2fOnMGOHTuQlpaGnTt3IhAI4PTp07j77rshFArx3HPP4cknn0yYvvjNb34DHo8HPp9PixTy8/Oh0+lQVVUFs9lMozhDQ0O4++67IRaLIZVKY/RL/f39OHPmDEQiEdxuN/x+P7Zs2QKLxQKr1Yrbb7+dVnIBU1GR06dPIycnBwzDIDU1FYsWLYJOp4Pf76ckaHx8HIWFhbBYLKitrY0j3hwOB52dnQiHw8jOzkZvby+KioogkUhQWVlJK9MYhoFer8fY2BgKCgrAsixGR0fx7LPP0vUAUyRCp9OhoKCARqn5fD5CoRCsVivEYjEGBwfh9/tRVlY253nicrnIzs6OifowDEOLRvx+PxiGwfLly2MmHl6vF9nZ2XQbVCrVvIhdKBSC1+uFzWaDXq+P0Y6SPzIZSk1NpYUHubm5AKaE7qTaM/oYT4fH46FE4/XXX8fQ0BAikQjC4TDC4TB0Oh21h0lLS6NVrSKRiHrszfXMBP4ZuSXPPmAqEigWizExMQGJRIK8vLy4bYxEIhAKhSgsLKRRQblcHlNEw+FwMDAwgC1bttDIcHQxVGZmJhYvXkxfh8Nh9Pf3w2KxwO120ybkLMticHBwRsPqixcvIjMzE3/84x/n3N9rhZuKaKWkpMwYWhWLxSgtLcWnP/1pfOYzn/kAti6JG4mrIVqk/cxs0Ol0MT5LJFJks9nAMAxcLhdNDwqFQvT399NlLRYLSktLIZFIkJqainA4DIPBgGAwGKPvOnXqFIaGhuD1epGZmYmmpiakpaUhGAzGlKwvXboUpaWl8Hg8eOihh9DZ2YkDBw4A+KewuqmpCe3t7dTCgRi1kuok0iLH4/GAx+PFiWndbjeefvppuFwulJSUQK1WQ6fTUXIVCoViZo9WqxVvvvlmzDEOh8Oz2m3c6mAYBjabLeFnZrMZdrsdfr8f4XCYEl4AePHFFzE+Po7FixdTe42ZNCKlpaXYvHkzlEolRkZGcPbsWZw/fx7AVOp2YmICHo8Hg4ODcLvdqKuro89MMtAGAgE4HA6kpKRgz549GBkZgc/nQ3p6OtLS0nDmzBmsXbuW3iN+vx9Go5FGI/Ly8mC322kVIhkMvV4venp6kJaWhqysLASDQZjNZohEIqSnp9Pfz83NRXd3N+x2O7VnMJlMsNvtkMlk4HK59LpjGAZmszkm9Un2hZA7vV4PuVwek94cHR1Fe3s7nShYLBYqdCcVtMAUgXQ4HDQCEw6HEQwG6b6TdiykEwOfzwfDMDh27Bh4PB6kUindjuhtDoVC0Gg0EAqF4PF4SE9PT3hv8Pl8yOVyiMViaDQajIyMUKIlkUigVCrx6quv0qiZXq8Hj8ejDuYLjdT5/X7aZSJ6UsTlcuF0OhEOh+H3+6lPocPhoMuMjIxQLRUBIYZkbGYYBsFgkIreCeElx2JiYgJerzduuxiGgclkojpBiUSCgYEB2qmCPGd0Oh3a2tpoVC+6e8Hg4CAkEglkMhl4PB5CoRCGhobgdrsRiUTQ2NhItzklJYXq/ZRKJdLT02l2oa+vb0Gef9cCNxXR+s///E/8+Mc/xq5du7BmzRqwLIvm5mYcOXIE//qv/4rh4WF85StfQTgcxhe+8IWr/r0//OEP+MUvfgG9Xo+qqio89dRTCR2bk7jxmA/RIuLf+SIYDOKNN94AwzAJq+TGxsZw4sQJZGVlYWhoiNo8mEwmXLx4kT642tra0NraimAwiJ6eHsjlctrrjXyH9BQk20jSGxkZGbhw4QK6urqonQPpY0gGZiKu1+l0OHv2LIaGhiAQCJCVlYXGxkacPXsW4+PjtJrrxIkTGBwchEgkAp/Ph8/ng9frpZoaYCrdEolEsHr1amzevJlaQ5Dtm546dLlcKC8vx8aNGxd0jG9ljI+P4/jx47RiqbOzk/pQkeiMwWCAQqFAIBCghrVSqRQ1NTXYvXs39Ho99Hr9jL8R3fi4s7MTO3bsoKT5rbfewuTkJBiGgdfrhcvlwpo1a+D3+6FWq+HxeKi+q7S0FLm5uZicnKTRjRMnTsDv98NgMMBkMtHfcbvd8Hq94HA4lJCRKlW73U4HXhIdaW9vh0gkolGKUCiU8H4KBoNIT0+H2+2GQCDA0qVL4Xa7qVkvSVtGk06iU1IoFFSHaDAY4PF4Ykwm+Xw+bDYbcnJyIJVKkZKSQokeIaNcLhdqtRpcLhcZGRk06kP+ZVmWpkEZhoFEIoFAIEAgEKCpLYvFApPJBCA2lRgKhagOk8vlUk1dtK4uEQQCASUzJJ3r8XiQk5ND+3NmZWWhoKCA+pip1eqYVF10w/HpldVerxc5OTkxxwOYmoitW7cOxcXFMZHMaHi9XgiFwrgxcHh4GB0dHRAIBHA4HBgbG6OFRgzD4MyZMygqKkJpaSmNnkYfL3ItdHd3U02iwWCAy+XC0NAQ2tvbsXz5cqSlpUEmk0Emk0Gj0cBqtcZMbIj2cHJyEtnZ2fB6vSgsLEQ4HKbXADBVKLFt2zYa/e/s7ITdbsf4+DgWLVpEz92NxE1FtM6ePYsf/ehH+PKXvxzz/p///Ge8//772L9/P2pra/Hb3/72qonWq6++im9961v4wx/+gI0bN+LPf/4zdu3aha6urjk9YpK4/pirL5fX6004KyEPPqPRGOf1YrfbEQ6Hqas1mQGT6FK0PsZqtWLnzp30uw888ABYlsXExAS0Wi21SRCJRBCJRMjMzMTmzZuxY8cORCIR2Gw2PPDAA3QfLl26BKlUGlO15PV6kZWVhbS0NOj1ejrgiEQiBINBDA4OQqPRQCwWIxKJoKysDJmZmXA6nfjxj3+MQCCAffv2YWJigkbOgKmQPBFVE7S2tsJsNiMUCuHQoUP42Mc+FuP3NF0MHwwGb7iO4WZHOBxGRUUF1q1bh0gkArPZjK997WvgcDi4cOEC6uvr8a1vfSsmWkIikKSlzlxFB9FtjhwOBxV4v/DCC6irq0N1dTXuu+8+XLhwASaTCd///vfx3HPPoa2tDeFwGJOTk3j88cepmS/LslQvKJfLMTo6SsnEihUraFqJz+djyZIlsFqtWLduHZqbm5GXl4eNGzciOzsbly5dApfLxTvvvIOKigpwOBx6zfX39yMvLy/ufuXxeAgGg3QwnpiYgFKppNWW58+fp1pLUhnpdrvR3NwMkUhENUd2ux0qlSrOJiUcDsNut0MikSAUCsHtdtNtIERKKBSCYRgYDAZ6zwqFQjrREAgE1EtMLpcnTHlFD/ahUIg+d0jknBBQ8ns8Hi8mKkSKUKKjaoFAADabDUKhEBKJhKbwgKnnQmtrK6xWa4x3GLluoglMIBBAaWkp0tLSwOfzUVhYiGAwiE984hMx+zGdkAFTOtDoCLzb7UZLSwudSJw8eTLmGUueCY899lhMSq+2tpZGomaamNlsNhgMBro+8u/KlStx9uxZiEQiaro8PDwMq9UaV+jE4XCQkZGBSCSCkZERKmr3+XwoLS2lEUW73Y76+npaKEIiXAKBAD6fDxUVFVi9ejX+53/+J+G2Xg/cVETrvffew89//vO49++44w5897vfBTBVBfLEE09c9W/96le/wuc+9zl8/vOfBwA89dRTeO+99/DHP/4RP/3pT696/UlcPWYTZs7Udy8SiSAUCuHgwYNxTuUWiwVmsxkDAwMx709OTmJgYIA2dU5E8ki0KRKJoLS0FPfccw+GhoYwODhIl52YmMArr7xCK7+i1zHd6TscDiMUClEyE11yzOVy4fF48P7770MulyMUCtGQN0lflZSUoLu7G8XFxfjc5z6HP/zhD6ipqYHJZMLatWuxefPmmOOn0+mwbt06bNiwgUZDoo/h9IgWIQYfddhsNhw6dAhcLhcGgwFutxvDw8MIBoMoKyuDUCiE2+3G5cuX4ff7wePxYLfb0dPTA2DquA4NDSE7OxscDmfGSC1xee/q6sKZM2cA/NPImURvfT4fwuEwmpubcfjwYYhEIhw+fJh2GhAKhdBqtVSvV1xcjHA4jMbGRtTU1GDFihUQi8V4+OGHqWBeoVDQCJzL5cLAwAC6uroQDAbR3NyMZ555BlKpFB6PBxkZGTAYDLh06RKVcwBTE5VAIBCzXyzLwmKx0MGvqKgIQqEQXC4XbrebprdUKhVYlkU4HIbP54NCoaBFAmSiRCJIYrEYLMtCqVQiJSWFao5IWrGkpAQpKSnweDzwer1gGAZOpxN8Ph8FBQUIhULw+/3U8mJgYAB5eXkxRIr404lEIlodKhQKsXHjRkr6Ojo64PP5YDAYUFhYSAk1SXFqtdoYKw2WZSGXy2mkhiz/3nvvYWJiAmlpaRAIBFRT5fP5sHTpUmi1WvB4PGzcuJFGvKJTq263GxcuXEBRURFsNhs8Hg8OHz4MrVaLuro6mh6cqXk4Ib4E4XAYExMT+Nvf/gaWZeF0OlFeXg4ul0vtLTQaDTo7O5GTk4PCwkL6jCCVqgcPHkz4WyMjIxgfH4+JshPo9XqcOHECfD4fQqEQCoUCbrcbra2tSElJoc9IEq0jWqyJiQnk5eVBJpPRwiVg6tlFDJtnwptvvjnjZ9cDNxXRSk1NxcGDB/Htb3875v2DBw8iNTUVwJTob6Epo+kIBoO4ePFiHGHbsWNHnKkaQSAQoAwZwAfSmDKJf2KmXoaRSAROpxOrV6+O89gaHh5GTk4Oba5LUgdDQ0N09uR2u+HxeGL0IMA/tR4ej4cOMHq9HlKpFGvXrqXRsl27diW8PskAGwwG4XK56CyYrCuaaAWDQdx///2w2WzIzc1FX18f6uvrUVVVhcrKSmg0Gpw5cwYcDof6NRHxqFwux8TEBE6ePBnz+06nEykpKbTxtdvtjjmG0yMtgUDgltZj1dfXY2RkZM4qK0KuSktLY7R/QqEQw8PDGB4ehlarRU9PD5YsWYJ9+/bB7/dj06ZN4PP5lKDce++9AP6ZniFgGAZvv/02bDYb7rzzTmRmZqKkpAQsy1JtVHRqb/369UhJSUFLSwuNOBkMBrzxxhv4xS9+gQsXLuCxxx5DfX09srOz4fP5sG/fPnzta1+DQCBAe3s7BAIBzGYzPv7xjwOY8nQjLXa8Xi8CgQCWLFmC3t5eBAIB3H333ejq6sL69euRm5sLgUCAP/3pTzSCYzKZKAkRiUTgcrkQi8UQCARIS0sDh8OBw+GAzWajx49UZ6alpdH3lixZApFIRCM+hPiPjY0hOzsbRqMRCoUCRqMRTqeTVrqZTCbweDwMDw9DJpMlvH9bWlqQmpoac02Pjo4iMzOTji3kfDidTuTn58Pr9eLSpUuw2+14++23qcaHEDeZTEbTisDU2KRSqZCXl4eamhq6/QzD0DQYiSBNTk7C4/GgtLSU6uEEAgEEAgGGhoZw9uxZ+py4ePEixGJxzHUjkUigUqlgsVgwMDAQE+2z2+1U18cwDE2rRV/rJOIXfZx8Ph84HA4UCgUlhwqFAjKZDJFIBFqtlkZJu7q6aEcIgUAADocDpVIZM0ZG/xbRm9XW1mLFihV00snhcGi0FZga61NSUsDj8eDxeHDq1Ck6ybVYLNDr9fS+JSQaADWu5nK5WLdu3YxCeAKv14vPfe5zsy5zLXFTEa3/+I//wFe+8hWcPHmSOmo3NTXh0KFD+NOf/gQAOHr06JwHcS6YzWZEIpG4NgeZmZnUQXk6fvrTn+IHP/jBVf1uEtcOM7U5CYfDGB4epgNbNHw+X4wexOFw4G9/+xuMRiPOnTsXs2xmZiZeeuklOgiQ6yItLQ1OpxMmkwl6vR6pqalISUlBOBxGSkrKjJMAQrR6enpw8OBBZGRkxLQlsdlstJVKMBiEVCqFyWSCQCCARqPBwMAA/H4/PB4PtXYggtHe3l7IZDLY7XYsXrwYWVlZcde2w+HA6Ogo5HI5na2yLEtD/dMjLYFAYF5VSB9WaLVaPPLII3MWTbS1tYHD4aCmpgY9PT3w+XxYvnx5zDL19fUoKCjA5s2bY6qxgKnBIT8/HxqNBizL4uLFi3jooYfo56dPn4ZMJqNmnEKhEB0dHRgaGsLRo0dx2223wWAw4OTJk+BwOPjJT34CHo8Hh8OBLVu24NVXX8Xw8DByc3PB4/FgNpsxOjoKv9+Pzs5OKhp/44030NPTg87OTiiVSng8Hjz//PNgGAaTk5O0Go/YKLS2tmJ8fBw+nw92ux2tra20QINhGITDYbjdbqSnpyMYDMLpdEKhUCAlJYU2y163bh3VzYyOjmL16tW0sIRYN6xevTqmAo/oES9evEir8CwWC9LT02lqjBCpaE85iUQCh8MBt9tNCUI0SF89UplInhNdXV1x+rKxsTEqQQCmKgyJ3mvZsmXo7++n70VHroRCIfr6+nDbbbfFRG5IRZ9KpUJhYSH8fj9cLheeeOIJrF69mtpnEOh0OnR3d6Ourg7r16/H8ePHYyYFkUgERqORkm8igeDxeFCr1dT1HwCNdopEorgofWpqKm0UToiLUqmk1xJpZ0bSmmNjYxgbG6PfDwQC1G+NRM8IonvNcjgcBINByGQyPP/883j55ZepDUgkEkFaWhpNh0YiEQSDwbguB8DUZNBoNEIqlYLH4yVsp+T1evH+++9DKpXOWCzF4XA+2vYOX/jCF1BZWYn//d//xRtvvAGWZVFeXo66ujo6CJEU4rXA9JM0WyPi73//+zEWE06nE3l5eddsW5JYGGZKHbpcLggEgoTnxu/3x9x8ZrMZOp0O99xzT5wA9MCBA9i1axed7Y6Pj+P//J//Q3Uha9euxfj4OBU8RxMVhmFizEnJ9pKZnUajwYkTJ5CWlobq6mra64u4hUfreQAgPT0dJpMJO3bsgEgkwuDgICwWCwoLC1FcXIyWlhYEAgEsW7YMWVlZ0Gg0cSRJJBJBpVIhMzOTDtSrV6+mFZY+ny8udXgra7Tm00AcABWHA4gZfKPhdrshFApjZtdDQ0NgGAZHjx6llgoOhwOdnZ20gpVEBpYuXYrf/e53EIlE8Pv9WL9+PSoqKmC32/H6669jYmICPp8ParUaZrOZtonq6elBY2MjfD4f3G43zp8/D4lEQtsvdXd3w+/3IzMzE0eOHKFVhUuWLAHDMDSaOz4+jkAggEgkAoPBQNdHdEsmkykuohIKhZCfnw+xWExF4zk5OfD5fIhEIvD5fLhw4QLVKxECRPRRbrcbLpcL7777LliWhc1mg91up78hl8uxZMkSKoZPT0+H1+ulXQ2ysrIoQSI+XGSwJtHn6fD7/THHnqTXp0/YiC9Z9PWv1+vR09OD5uZmRCIRSnKmkxeXy4VTp07FfDcQCNAUXSAQAMMwEIvFuHTpEq3kTTRB0+l0GBgYgEqlolq9SCRCiV709gJTVakSiQQFBQX09yORCCYnJyEUChNGqMn9T7Y9EAhgZGQELpcLqampdF8ZhkFmZmbMNTBbk2+yTUKhkF5XHo+H6u56e3vB5/MpQYsm29Hr4HK5MfcceY5GbzvDMDQdHL1f5Ht8Pp8WbpAx/iMthgeAjRs3XvdKp/T0dPB4vLjoldFonLGZJxE9J3FzgNgeTAeZlSUi0X6/PyZNoNfrUVRUlLDS1O12xywbCAQglUpRUlICl8tFq2cKCgqotoLcvC+99BJ6enporzYul4uJiQmkp6fD6XTS0man04nBwUF0dXXRa8vpdMJut0MsFsNgMKCqqgpqtRoOhwMjIyMYHh6m2hqLxYKDBw/CbDbDYDCguroaNpuNllxHIxAIICsrC2VlZVAqlbBarRgZGaHaBqlUGnN9J8XwU/D5fDS9MhM5I0TrwIEDkMvlVMxLBNxEMC0Wi1FTU4M9e/ZgaGgIRqMRcrkca9euBYfDwdatW6m3UWNjI0ZHR5GVlYXCwkKwLIva2lo8+uij1AT19OnT+MpXvgKJRIKDBw9SQ01C8olZKGk6TnRADQ0N9P+kR6BGo8Gdd94JLpcLk8mE9PR0KqhOVMgRDXKtRd8vHo8nxhLlwoUL6OvroxGu6RgaGkJ6ejolJOPj48jMzASXy4VOp0NOTg4VabtcLmi1Wmzfvj2uwm+61UU0SER4JkNNAqLnIv5VqampsNvtNHJMIJPJ5uyvyOFwcPHiRWRlZUEoFKKpqQnl5eXUZsHtdkOn01HdUfQ+tLS00NcajQY8Ho9W2u3YsSNmWzgcDs6cOYOysjJotdqYccxsNsPr9SI/Pz8mykRSuoODg1RovnTpUtjtdng8HlitVshksph+stGkymaz0Wcf0ZCRay/aBy0SiUAsFkMikSASiUClUtHof3Qki/RilUqltGDD5/PFnBuVSkVJplarRV5eHoaGhhAMBqFSqeDz+cDj8eB0OmnlKJkA+Xw+ms6fXih1vXHTEa1IJIK33noL3d3d4HA4qKysxJ49e64pAxUKhVi5ciWOHj2KBx54gL5/9OhR3Hfffdfsd5KYHcPDwzNq3Wa6Ed555x14PJ4ZH5hOpzOhm/DPf/5zlJeXxxjkEfM+Ar/fj2PHjoHD4cT9flNTE1JSUvDpT38azz77LH70ox9BIpHAaDTCYDCAz+ejpqYGer0ebrcbTqcTixYtQiAQoDM/hUIBv98PpVKJzMxMDA4OQqlU4vTp09RLiDwgNRoN9Ho9bDYbli1bBplMRgXIRI9VU1OD4uJiKBQK7Nixg6ZLiSdPNNavX4/z589DoVBAKBTi7rvvTnh8CW51Mfx8m+oSbQnwTy+g6deGxWJBVlYWuFwuHn30UXz/+99HSUkJ0tPT6bkiKeu8vDxkZWXhyJEjqKqqQjAYRGFhIQwGAyoqKug6jxw5ApVKhd/97neor69HTk4O7X83PDyMxsZGmv71+Xyor6+HUCjE6tWrEQ6HYTabwbIsxGIxMjMzqXaJlP5v2rQJMpkMk5OTAKaeu7m5uRgfH0dVVVUMgfB4PLO2t4kmWAQymSymaoy0fJmp+8B7772HVatW0fvRYDBQomYymWJaFUVbPkwnVjOdVyJAn55OIpG06HUQYff4+DhcLhdMJhPUajW8Xi+Ki4vpwH3hwgXodLpZyR0wdQ01NjbSYgmSylOr1WBZFuPj49DpdHHr0Ov1lFwSuw2/30/d/4F/Eh9iWxEOh+MiTCzLxlTgTc/cRIvNORxOTHUjif5MjzYBoJqyQCCAy5cvJ9z36GMgEAho6x0ulxszGSSTEbIMifSRakQSMXY6ndBqtQCmiJNWq6UyEmKbQoghiX5diYP/tcZNRbQGBgZw9913Y2JiAmVlZbQ0OS8vD++++y71xbgW+M53voNPfvKTWLVqFdavX4+nn34aWq02zloiieuHU6dOUaPQ6SCalWhEIhFaCfTGG28k/F60USQw9SD95je/Sb1Tot3SrVZrDPEaHR1FamoqhEJhnNfR8PAwPvvZz0KlUmF8fBynT5/GmjVrwOPxUFFRgaGhIQwPD8Pj8cDhcGDJkiVIS0vDY489BgB49913sWnTJpw/fx4rV67EkSNH8Oyzz2Lbtm0Ih8PIzMzEyMgIHnnkEaqJqKurw9atWxEKhWCz2agnEDD1kCsvL6eakAcffJDu94kTJ6DT6eIGNSI2DoVCOH36dMKQPwHRXnzUEd3qye1249SpUzGNogFgxYoVOH/+PE1XMwyDRx55BCkpKbh8+TLEYjEqKiowODgIj8eDCxcu0GgWqVYjNgJ6vR5msxlnz55FXl4eamtr0dDQAB6Ph6amJgBTM/mJiQkoFApKqL1eL6qrq1FaWooTJ06gtLQUFRUVUKlUWLlyJYaGhuByuZCbm4uenh5634XDYWi1Wrjdbmg0Gmi1WqxYsSImzUTSfleDudo7TU9VZ2Vl0YjS+Ph4XNQ5PT2dko2rQW9vb8wzgICQR+JHRawnSDQR+Gc/02hhd/S/BHK5nFpHpKWlQSgUYmBggHpRkV6k09fR2NhIC3cISBun3Nxcano6Pd02HeQ9m80WVxkaDdIMnex79OckJZwIfr8f69ato6nAsbExtLe3x/zWpUuXUFVVBa/XC5VKRY8HsT7p6uqC3+/H2NgYTfWRalaBQACPx0MrEMl2RdvhRFfByuVypKamQqvVUgPe6QgGg/jHP/6RcH+uB24qovWNb3wDJSUlaGxspCfbYrFg7969+MY3voF33333mv3Www8/DIvFgh/+8IfQ6/Worq7GoUOHYnrDJXH9QJzIKysr5/0dQqJycnKoE/d0mEymGKJFGutu3boVfD6fimY7Oztx/vx52v4GALq7u1FeXg6NRoMlS5bgJz/5CTweD0ZGRnDp0iWcPHkS4XCYkjCz2YwXXniBClLdbjeKi4uxevVq2gCalI4PDg7C5XKho6MDb7zxBkZHR2E2m+FwOKgX0OXLl/Hee+9Rh2iRSIRf/OIXdCablZUFkUgEpVKJpUuXora2Fl/60pfixLw2mw0PPfTQjO7jZrMZgUAgriozGqtXr55zcPywYr493d5+++0YLeDx48epF1k0iM3A7t276bkimptAIEDPDyHngUCAmn6uXr0aDocDcrkcPB4PBQUFyM3NRXFxMQKBAIaHhzE6Ogqr1YrKykoMDw8jPz8fLS0tUKlU1EMqLS0NGo0G4XAYK1aswIMPPgi9Xg+ZTEYtCs6ePYu6ujrIZDJ6Det0OoyMjGDnzp14+eWXIRAIMDw8HDP4T5+8XA8EAoEZr9dEqKysXNCzYyaEQiE6GVoojhw5gjVr1iSM6M2FAwcOYOvWrXEdHIi+DZi6Th988MGYz5ubm1FcXHxdxqnjx4+jurp6RvnMfNDe3o7jx4/TwgqCqqoqFBYWorCwEB0dHbSTBfl327ZtVO86HXw+H//4xz+wfv36hKl7k8mE//mf/0FpaWnMfX377bdjaGgId955J7xeL86ePUtJcaLqyOuJm4po1dXVxZAsYKrK62c/+9l10W199atfxVe/+tVrvt4k5obD4Vhw3zzywFcqlZDJZGhoaIhbJhgMUufjnp4ePPvss9R/h+ifurq6kJ6ejubmZrhcLvD5fEilUmRkZIBlWXR0dNBmvcT/prS0FFu3bqXl5WQ29sgjj9Cy+GeffRapqakoLCzEs88+C5lMRkvQe3p64HA4YLVaabTW5/OhqqoKR48eRV1dHSorK3Hbbbehr68P5eXlWLJkCZ2NNTU1YdOmTbBYLHT/p0dWCOYSstvtdmRlZVGR90cN8x3UPR5P3CBcVlZGDW+jodPpMDY2Bq1WG+MpFX0uRCIRqqqqcPnyZWRlZVEN1MDAAHJyclBRUYEzZ87AYrHQ6qu+vj50dHQgJSUF7777LgYHB1FSUoLJyUlEIhEEAgF4vV6aHtLr9dRY9/jx43j88cdhNpvR0NCAxsZGsCyL//7v/6Y9Ch0OB23ZtHfvXhQVFeHVV1+NiRYRAfv1xFwGxTcjSJucKyFa1dXVeOedd+IIf2dnJy1ESEtLw4kTJ+hn4XAY9fX1qKmpuS7no6WlBUNDQ1cVvSTaU7VaHTMh0ev19NpNBK/Xi9deey3hZ8RM+pVXXkn4OSkwAGKjcENDQzQV7XQ6kZOTQ6OIHo/no2tYKhKJEpqrEbFpErcGAoEA+vr6ErbtmA1er5dqlaqqqrBr1664ZUZGRtDQ0IA33ngD4+PjyM/Px9atW1FaWoq2tjZ0dnbioYcewoYNG/DVr34Vn//85yGRSFBeXg69Xo+33noL69atA8MwWL16NYqLi/HCCy8AAFatWoXLly/D6XSiu7sbVVVVOHXqFNU9NDU1wWAwoKioiPZXGxgYgMVioeXe4+Pj8Hq9tI9XXV0dzGYz7rvvPqqDycnJwac//Wm0tLRQrSJxjx4dHYVer8fy5cuxb98+hMNh7N69O05kPFvExuFw3PBeXzcTjh07FtcMeS4Qvcd0fyaCsbEx5OTkIDU1FZs2baLvm81mpKen0+jm4OAgfv3rX0MgEODs2bN0YBgdHcXrr78Oo9GItLQ09PT0wOv14p133sGiRYuwatUqcLlcrFy5krYp2bt3L217kp2dTRv2EnLn8/nQ398Pl8sFmUyGmpoa1NfXo6OjAx0dHQCmCjcyMzORkpKCVatWgcfjISUlBWq1esYIw/XCTNfs9dLTzFZlPh8QI9crQXFxccKU5csvv4yHH344Iek0GAxQqVS44447rug354JUKsX27duvOHoZDAZx+vRpWK1W1NTUxNxjfX19cLvdWLFixZzrIc9Skmno7+/H/fffP6NdAzAV1SIaxkTo7u5GYWEhjdTeaB/Mm4po7d69G1/84hfxzDPP0LTG+fPn8eUvfxl79uz5gLcuiauFy+WC1+tFU1MTlEolampqFvR9EtHq6OiYMWITiUTQ29uLVatWYWBggPpcKZVKnDp1CvX19ZDJZOjq6oJWq8X58+fR3d0NiUQChmEwMjKCJUuWoKysDBqNBiaTCQMDAwgGg3jhhRcwOTkJsViMkpISFBYWYnBwEA6HA01NTXA6ncjIyKDtblQqFUZHR6lpI2nD4Xa7kZeXB61Wi1AohIGBAbS1tcWUeH//+9+HVCqlfnIymQwqlQputxtr1qzBV7/6VchkMuqVpFQqaY8xr9eLixcvxgniCfr7+7F48eIFHftbCS6XK669x3SQlOHw8DCMRiM8Hg+1O0gEt9uNiooKsCwLPp+Pv/71r2AYBvv378eyZcvA4/HQ1taGM2fOQKVSoby8PIbsNjc3Y9WqVfjLX/6C7u5ueDwebNy4kVaFVlVVobe3F3K5HJWVlbj99tsRiURw4MAB2m6poKAAAoGAXiu1tbXIyclBR0cH8vLywOfzoVQq4Xa76e9qNBr88Ic/jElhJZrA3IqYySJmvkhPT8fRo0dx6dIlAIkF+XOJ9KdjNusBk8k0a1HC1WImE+j54m9/+xt0Oh38fj8cDgd6e3vpZ2NjYwiHwzEGrzPB7Xajra2Nep5NTEwgOzt7VjsWmUyG9957b8bP+/v7IZfLaco8UePr64mbimj99re/xb/8y79g/fr1MT3Y7rvvPjz11FMf7MYlcdV4/fXXUVBQgMzMzFn1QQRPP/00FfxyuVz4/X7qUk181QhGR0fx2muvYWhoCA0NDTQMrlQqYbPZqItyRUUFJBIJ2tvb8aUvfQm7du2iVSwFBQX42c9+RrvDv/jii8jMzKQzV5fLBalUihUrVkAoFOL222+HQCDASy+9hHvvvRd8Ph9arRZKpZL2TRSLxRgdHUUoFMKnPvUpnD9/HuvXr8fQ0BDUajV27tyJ/Pz8GH+4iYkJ2iaI6DWCwSBMJhMef/xx2rcNmDJWbWxsxMTEBMxmM0QiEbq7u7Fu3boZyeimTZuuKN1xs+PkyZMYGxubU1tWX18f46K9d+9emEymGLsXn88HpVKJc+fOYcOGDdBoNDh58uSMfVBJumdkZISm8JYvX46Pfexj+NSnPoXXXnsNHo8H3/3ud+FyuSi5B/7p++T1emGz2ZCfn4+Kigps3LgRKSkpiEQiaGlpocL8np4eat1QUlJCbRrIemQyGQ4dOgSHw4EzZ86AYRgqiM/KyooRB6ekpKC9vf1qD/1VY3BwkDZkn47h4eEZPyMIh8N4//33ZyQpxJ09GqFQCMFgEKOjo1e20f9/XOvoyK9+9auE73u9Xtx5553o6+u7pr9HoNVqMTQ0dMVRPqfTiezsbDAMg/Ly8hitFzkvhDzNhsHBQaxfvx4SiYRGdueKHM7UZohgdHQUGo2GarPIpPRG4aYiWmq1Gm+//TYGBgbQ3d0NlmVRWVkZ17MuiQ8nxGIxtm3bNu/lFQoFHn300bj3W1paYmZe+/btQ319PSoqKvCJT3wCBoMBK1asoKXXxMCvqKiINsd1uVxwuVwxugDSyubQoUO00alcLkdDQwOysrKwa9cuGI1GrFixAj6fDyaTCTqdDsPDw/D5fGhrawPDMLRlhcPhQCQSwenTpxEMBrF//37aRoJEoTo6OiCXy3H48GE6Y+PxeNiyZUvMA29ychK7du2CRqPBvn376GfE3bmhoQFlZWWQSqX49Kc/TbUIHyV4PB7cf//9cQLjaJAqJuLO3tLSQt3Tp5N3jUaDt956KybFQzQmBoMhphjDaDTim9/8JgwGA8xmM4LBIM6ePQu9Xo8DBw5AIBCAYRj88pe/pKnlzMxMtLS0wOv1YmRkBIODgwCmqmFNJhN8Ph/a29sRDodhMBiQlpaGrq4uhMNhBINBNDQ00AEjFAqhtLQUVqsVTqcTKpWKOsDn5uZiZGQEY2NjKCwspP5MpK0KeX0t4HK5Yirz5guFQkGrKqdDIpHMek6BKaKbmZmZUD8HTBWInD59Ok4jlJ6eft2F/tcac5GKKwUxqp0Lx44dow2yCRiGQWdnJ3g8Hp1wREd/9Xo9uFzurP0HCSKRCDZt2oQLFy5gw4YNcLlccffmQsEwDJYtW0a3aT77eS3xgROtaLf1RDh16hT9/0xMP4mbHwsVuxIrB+IvE43Ozk6YzWYaETh9+jR+97vfgc/no6OjA1arlboQp6en05SgwWDA4OAgBgcHodPp0NraCj6fDx6PR9t9kNRhIBDA9u3bYbfb0d7eDoZhcOrUKQSDQUxOTqK7uxterxdKpZJWjS1evBhisRh2ux3BYBCnTp2C3W5HamoqBAIB5HI58vLyoFAocO+992JsbAxf+MIX5iXMJg1XHQ5HjGaFy+XirrvuQjAYxLZt227p/oRzYT6poOHh4ZiITmlpKd555524HqculwtWqxVWqxUcDgeRSASdnZ04cOAA1Go1Dh8+DKVSCbVajf7+fkxOTiIUCqGkpARr1qzBli1bcNddd+FXv/oVOjs7IZVKaTVia2srvF4vLZffvn07Wltb0d3djdzcXITDYWzbtg2ZmZlYvHgxbafzl7/8Ba+88goGBgZoo+XLly9TjRbLsigsLIRCocCyZctgt9tRUFBAU/RcLheFhYWUtITDYTz++OMxlidXi7a2NoTD4XlFLuaL6JYyM8FiscBkMsUYf0ZDp9PR83IzgFTb3Wg/p9nQ2dk5LzlHR0dH3ASYWJ8Q+4aVK1fGFNtcvnx5VtPbRBgfH8fatWuh1WrnlQGZCW+99Rby8vKwZcsWOgZ95DRacxmdEVyNaDGJDx4LKREnYvm2traEWqJIJIJ7770XIpEIvb298Pv94PP5qKurw6VLl+gsv7a2Ftu2bUNnZydOnTqFgoICuFwu5Ofnw+PxoLy8HHa7HVarFefOnaOeLiMjI7RdB7kxjUYjeDweLY0nJo5isRgWiwUOhwM9PT1QqVQIBAKorq6GXC4Hn89HWVkZDAYD9uzZE+OTs2nTJqrvmAuksTSAhNGqmZzyP0rwer14/vnnZy2yYBgG999/P0ZHR2mqsKioCP39/TGRq8OHD6OoqAgrVqyASqWCTqejgnOhUAiRSIRgMIjW1lbIZDLce++9NDVnMpkwOjqKp556Cq+88gpycnKoE7hcLofL5QKPx8P4+DjMZjNOnDgBlmWxYcMG+P1+rFmzBmlpadS0tL+/H1arFfv27UNDQwPuvfdeeq5zc3NhtVpx++23Y+vWrdDr9WhpacHGjRsxMTEBjUZDBym/34/Vq1fHRId4PB7tYHAtYDAYaCTtauDz+XD8+PEZiw+mw263Y2JiIi49SGA0GmG32xNO3G40IpEITp48STVDdrv9qiouiZHu1ZI2m82GX//61/NabrqUJxwOw+fz0Qk1kV9EIy0tbUHefKQ3aEZGBvbt25dwmXA4PCeH6OnpQXl5Oa1SJ9W8NxIfONE6efLkB70JSdwAuN3ueROtlpYWDAwMYPPmzXEz0Egkgn/84x945513EAqFcP78eWzYsAF///vf0dDQQFt2vPPOO8jIyIBMJsPp06dhMplo363JyUkYjUb4/X5MTExAIpFALpcjPz+ftpXQarWQyWS0P5ZUKgXLssjOzobD4UBWVhaWLFkCqVQKuVyODRs24Hvf+x68Xi+OHTuGe+65J2a7BQIBent7YbFY6Hs2mw1yuZz2XJsNDodjVjf3JNGamqVWVlYmNLsFph7KTU1N6OnpQUdHR4wJpkKhQCAQgNFoRCQSgd1uh0wmg9PphMPhwPDwMHJycnDu3Dna8sPn81HH/4mJCVy6dAmhUAh8Ph8DAwPUMJH0CgyFQvD5fBgcHIzpi0mct9955x1EIhGcOXMG4XAYVqsVubm58Pl8yM7OxuXLl6nRI0ndpKSkwOfzweVy4eDBgzh58iS8Xi9aWlpgtVrh9/vR3NwMYOoaSk9PnzPqZzAYqP/bQkG0h9dCA1hRUTHvCC1pjJ2okg/4Z8PlmT6/GoTD4bhUmsvlimldEw3S7aG2thanTp3CnXfeOSfRikQiM3bLGBkZAcuyVy2xOXr0KO27OhNID8vpBrI6nQ5WqxV6vR5SqZR2s7gacLncOY/L2NgY5HJ5XKP36YjeXoPBAI1Gg6NHj17V9i0EHzjRSuLWR11dHYaHh+e8GQi8Xi9qampohQppoxAMBtHW1oa+vj5UV1eDy+XiwQcfBJfLxauvvgqtVgu/3w+bzQaGYWC329Hc3IxgMIisrCyEQiGEw2GEQiGwLIvU1FS43W643W5kZWXB6XTCZDIhPz8fEokEa9asgcfjAcuyMJvN4PF4KC8vh9vthkqlQnFxMZRKJUpKSrBhwwY4HA7YbDYUFBQkrA7q6+ujbXIIBgYG8PLLL8/Z4HguKwzSgPWjDIfDAS6XG0NmgamKJLFYHNMs95577qGpDZZlkZmZibGxMWzcuBHHjh3D1q1bsWzZMthsNpw8eRIajQZ1dXWw2+3w+XxgGAbhcJgSiuHhYaSlpYHP52NiYgKpqano7e1FIBCA2+2GWCyGzWaDwWCAyWRCbm4uMjIy6DaR7dBoNKioqIBGo0FHRwfuvfdeWK1WVFRUYM2aNVCr1TFtowYHB2EymaiD+OTkJDZs2IA1a9ago6MDDMPEmI/OBy+99NKcLZpmQkNDA0pKSm64fYjP50MoFJqxKo8Q4oVW7QWDwVn74kUiERw/fjyGWDIMg/r6+ll/Kz8/n1rEEAf82XDq1CkEAoGE9ziXy8XGjRvnJUEIBAJoa2tLGP2yWq3UhmYmOBwOGI3GOFd1v9+P0tJSSCQSqNVqLFq0aFY7hmsBp9OJlpYW2vh6JhCvOQKbzXbDM2RJopXEdUUwGIROp8Pjjz8e05JhNvh8PnC5XEQiEezbtw+HDh2CVCqF3W6nESY+nw+bzYaenh6cPHkSHo8Hvb29tMkp6f2Vnp6OrVu34rbbbgOXy8Vbb72FrKws2trJ5/OhsLCQNjq94447wOFw8Prrr+Mb3/gGenp6AEylkng8HiVoXq8XW7duhVgsRlFREbRaLdra2mhj1ukg3eOnm7SuWrUKq1atuurj/FEEy7JobW2lkYPTp0/Tc0rQ0dGB7u5uWnK+ePFi6rpeWlqKnJwcpKenQ6/XUx8gv9+PwsJC6PV6tLa2Ij09HZFIBD09PVCr1cjJyaGDlUgkwrvvvhvTE06tVuPs2bPU20wsFsPhcCAlJQWZmZnweDzIy8uDxWKB2+3GF77wBUxOTuLixYtYu3YtPB4PpFIpPve5z2H79u149tlnUVVVldDsMbpF0PTXwWDwiqIKs0WG5gKxDokmgzcC4XAYCoVixu22Wq1QKpUL3q+XXnppTiH+Jz/5Sdjtdloc4XK5UFNTQ6MoLMvGRbwWCqFQiM985jNXTRCiW4tdSQ9A0tJm1apVCY+lRCJBXV0dSktLF+T0D0yld2cqpCCpyWjo9XoIhUJoNJoZo3ksy2JoaCjmczJRvpFIEq0krhgGgwGHDx+GUCiMmWkRw7lQKESb1T733HN49NFH6c3H5/NnfGiQpqNNTU2w2WxIT0/HmjVrIBAIYDAY8P7778NgMFDhe1tbGyKRCNRqNcxmMwBQETrDMDhw4ADq6upoRWBvby8UCgX6+vpoI1aNRgOj0Yif//zn4HA4kEql+O1vfwu1Wg25XI6hoSFUVFSgoqICZrM5rmVEfX09brvttjjjUAKXy/WRFqoTdHR0oLm5GWKxGCdOnEBZWVlMq45gMDinUJUYTXq9XtrqiHiUcblcGAwGagfQ29uL/Px8ZGZmQqPRgGVZvP766/D5fPD7/bBYLPD5fJDJZJBIJDQl6Pf7wTAMGIahvdeCwSC9fkmZeGdnJ21qS4gXiaiS9JFCoaDp5/7+ftjtdly6dAk5OTlYsmQJjh8/DpvNBi6Xi9TUVBrhGBoawi9+8Qt4vV40NDQktCHo6+uDXC6nn3V0dCA1NRXDw8Po6elBampqnB4lPT19xq4MpMlxd3f3PM5mPAYHB5GWlnZNdV/zQX9/PxiGmTGK0tfXh4yMjFn7e5LWSNGor6+PqXgzGo1xZKSzsxOtra0xRFihUOD8+fMAptJqExMTV+VRlZKSEmM/cqWw2Wwwm8146KGHYo5VJBKBRqOZ0b4kGp2dnbRyezpcLhdGRkbQ398/74k1QVNTEzZu3JhwXDh9+jStGCYYGRmB2+2mE5bpZNbn82HDhg3w+Xx0XACmxq0bbYCeJFpJXDEGBgZw++23x7lsHzx4EA899FCMQ/bExASOHDkCYCq0LhKJUFFRQbu42+12pKenIyMjA52dnTh8+DB0Oh1uu+02SCQSFBQUgMPhUNuPkydPUtG6RCLB2rVr4XA4UFxcDK1WC4FAgO9+97v485//DJ1OR0mOx+OhjVM5HA70ej02b96MzMxM2i4nIyMDy5YtQ0pKChYtWkT71/3mN78BMPWweu+992IEmiRkPhOcTidkMlncw2A2g8KrQSgUwrFjx2YdWMhy0bNchUIR0/AVmNK3ZGVlQSwWx5CihYLP52NoaAgPPvgghEIh7elosVjA5/MRDofh9XqxatWqhA9C0sKot7cXGRkZsNvt0Ov1MBqNqKqqQiAQwBtvvAGv1wu/3w+PxwOxWIzMzExcvHiRNsadnJyEWq1GIBCg6Sa73Q6XywWn0wkOh0MJFqnuI8eKREuBqXMnEolotwKWZSEWi8HhcGgLFZlMhttuuw1arZYSSIVCgcrKStrgOxAIYPHixcjJyYHdbqfrHxkZgUAgAJ/Pp5Ws06HX65Gbm0u94KxWK8xmM8LhMCYmJhAKheI8g86ePTujDUIgEIDT6bxibymdTge9Xn9N9IJWqzUuDTwTxsfHwefzMTY2lvDz/v5+ZGRkzBrJMBqNsNlsyMzMBMMwCIVC6OzshE6no9uRyE2eYRikpKRQc1lgymU9HA6DYRhaIHA197nZbJ4zrTcfuFwuuN3umG0F/imoJwU3LMticnIyYYTLbrdDqVTOKFWw2Wx4/vnn6XGaK0pGjJV5PB5+//vfz5jWTElJiTn2pIqXy+ViYGAg5plBWlK98847UKlU9P5gGAYej2fWdPD1AIe9mepLP0QgXjUOh2PO0PKHBSzLwmazxV3opK1HNEKhEOrr67F37168+eab9AYIh8MQi8UxeiyPx4Px8XGYTCb09fUhEonAYrHA7/fD6/UiGAzSwYS0p8nJyYFKpUJhYSFGRkYQDofhcrmg0+nA5/Ph9/uRm5sLi8WCvLw8ZGVlob29HX6/n/baEovFEAgEyM/Px1133QWGYbBlyxbI5XLodDr09vaivb0dKpUKWVlZ4HA4KC4uRm5ubtxD8fTp00hLS4shSna7HaFQCKmpqTHRKovFgqGhIQBARkYG1Go1dfWe3gyWtOJxOBzQarXYvHkzXebcuXNwu91gGAZmsxkMw1AtSCAQgFQqhUwmg1QqRW9vL3bu3AmRSITx8XEMDAwgEonMOUMlqQBCdBwOByWmpFdjKBSC1WqlhIbsazgcRiQSoaLr6ddSNIhhZH9/P8rKymCz2WCz2aDX63HnnXdCJBKhr68PWq2WkiOlUgmhUIhwOAydTgej0UhTYZOTkwgGgxCJRMjNzaWVRGq1GkajEVwul14ngUCAppu5XC7dJy6XS7VW0dvM4/GoHxBJB5J1qVQquq+ErGdkZKCiooIWWwBT5o9yuRzj4+O0MjAcDkMoFMJut8dMTpRKZcLZf0dHB3JycuZ0xCakjsPh4MyZM9ixYwcUCgUGBgYSCsoHBgao/pHL5dIWQcDUQGw2m1FUVJTw9yKRyKzam7a2NtTU1MSREbfbveDBTSgUwmQyzSvtZjabIRQKZ3wWj4+Px5zrRHA6ndTvjBBuoutSKpUQi8WQSqVzRkNIMUVWVhbC4TA6OjqQmZk56/dYloXJZJr1XC+0Nyww9ZwwGAz02iZ2JdPXRe796JQvacU0HeFwGGvXrp3xNy9dujSvVjvA1PUnkUgSRrGi3zt37hxWrlwZEyklba04HM6MOjePx0OrIMnkkcvlIhQK4Xvf+94NG7+TROsKcTMSLdKPjWXZOL+l3t7eOUub3W43RCIRHA4HXC4XbZBrMBjoTJ5lWbhcLthsNvj9fjpg8Xg8hEIhOkgRgSKZsUcikRvmGUNuUNJWRyQSxXSKJ8twOBz68CPbRiIt5IYk6/L7/QiHw/Q1IXEMwyAQCEChUCAvLw8CgQBWqxUsy9JUp8/no210SLREKBRSx+PoLggk/URmzkKhkKbFeDweJTeEMEQiEQgEAhpWJxo1gUBA01wCgYCeo0gkArFYHCPyVSgUEAgE1G2cDEjkmJDIC8Mw9BqLroIiQvxow1UCcs1Ef0bICJ/Ph0QioU1hyXYSIkNmpQASXj/kHJHPp39GjmGiNijk/9OvB5lMRv24SEQrGAyCw+HA5/NBKBRCIpHQwZdELki0iRw3UmQhlUppVImkED0eT9zsPHqbyL96vT7Gi4i014n+HmkorVKpkJmZCaPRiNraWgwPD4PD4SAzM5NeK+S+jgZJ05Oye+IFRu4LPp9PCSXZP3LeoyMWWq0WCoUiTg9DjjGJIs4GQmjJNWO1WuH1ehMOouTaIOfWYrFALBZTIs6ybIwA2mKxICMjgzaATzSwT0xM0KrMmpoaGk0UiURYunQpOBwOXC4XAoFA3LmK/j+fz4fT6UQgEMDo6ChMJhM2btwYd19MR15eHrhcbsx+zYbZlrFarbh8+TIEAgE2btwIpVIJDoeDvr4+FBQUUD+r6OPX1tYWF+m8ku34/e9/j+Li4mtWnMMwDJqamrBt2zYUFhbGWER0dHRAJpPNODGYCW63G6tXr04SrZsdhGglkUQSHx1Ek+/o9+aKuiQakGcDIRuJSOtMywP/1D5O10CSicb0SG30OsnAGP0eaX8VDRLlIyLv6DQzIf7k9wgEAsG895uApNVnG7CjyR4hwQTRkyiXywWRSASpVBpzDsmxIv/Pzs6edTuJfjN6e0kKOfoYEAJPqlBLS0tjjtNM4PF4MesiIGR+ru9zOBxqXZOTkxOXwjUYDJBIJDFjVzAYhMFggFwux6JFi+Z1nmZbpr+/Hw8++OBVC/ejJ0gZGRkJm2k3NDRQf7uF4EYHSpIarSSSSOKWQTQJiB74gKlBL9qNmwzghJQIBALweLyYBrbRBMrhcIDD4UClUtEoEEm5RCKRmBQcj8eDWCyG3++H3++n0TKSvgQSD1bREdRAIACVShVHNshgLxQKY/axq6sLYrGYEoxoUhUIBODz+aBWq2lalRAEkkoh+0pSZmT/o6PjpCk6iZBJpdKYtCeXy4VCoQCPx6PpTFIYkAgLmedHLxv9f6JHIwUJBNEeZXl5eRCLxTSiGL2eaO3bdO3SfLeLFEQkQjAYvCZNjOereyMti2w2GwoLC2OuHZFIRHWYBFwuF6tWraIkdD4g/QwTWYfs27cPH//4x+e1noUgUeqZRCcXmpa+0RqtJNG6StxMqcMPA0iVV0tLC1iWxfLly2nayWazoa+vDyaTCcPDw/B4PPTB19PTA7/fT3UYJD0DTD08PB4P1ZeFQiEoFApaKQaADqIkDUdm3MT8MXoAJrPR643ogZYMwGSbotMQZKANh8MQiUTw+/2USJA0BsuyVFMVnaYTiUSw2+00OiCXyykJ4HA4cDqdNN3l9XohFospISEzcxIJIZEKMiiT9FogEKCpzekpOT6fD4FAQI87SfeRQZGktXg8Hk2ZEGJEzgmfz6dGoORYsCxLBevkNSEH0WlGtVodk2KUSqXUw8rtdmNychLAlB4lGAyio6MDkUiEriNaV0PWQcrMnU4nGIaBWq2GRCKJG6RICjIzM3NBs3vSKgdAQi+mYDCYUBhfVVUFADHpRgKHwwGfzxeThmMYJq5kPhESmY9yOBxYLBasWrVqxhRoIlxJlGM+62NZFlu2bImJaBHZwnRoNJpr3lR9NoG1UCi87p5SidDQ0IDly5fHNHc+efIkqqqqrtrnjGVZHDt2DL29vXGfnT9/fsEVh1eK9vZ29Pf3L3gMvhbEdyFIpg6vEDejRutWBCmxZ1mW9jgkbTYyMjLA4/EglUrpg5NlWbS1teHixYsoLCyE0+lET08PcnJyqD6IzMqDwSB6e3vh8/lQVFQEHo8Hs9mMxYsXQ6VSweVy0aqhnJwceDweaglBzDGJXkAmk+Hhhx+mKRKFQoH8/HwcPXoUo6OjkMvl1BiTuGdHV6gJBAKsW7cO586dw6JFizAwMAC/3w+32w0ulwuPx4PJyUnqGUPWT/rA6fV6+vDwer24fPkyFdmTGb3dbodWq6UEisvlQqlUUrG9XC6P0zpFIhEaXYkmHaTtERGUk3NFCBAhrwSEXJHlo/8I8SNaIzJ4Erd7n89HdXAkrcXhcCghIho8QrzIdrtcLmg0mhgCFB1NikQilJx5PB4wDIOSkhJkZ2cnvBaHhoZQVFQUE+VKlFq7WpB2Mbm5uQsaoN1uNzweT8zASmC32xGJRK6pvxWXy73hZfJJTEEgEMx57I1GIwQCQYzlzMjICLKzsxfUCmeh6O3tvaa9LufC2rVrF7w/Xq8Xjz/+eFKjdbMjSbRuXjAMQ93o5/Ku4vP5WLFiBc6ePZtwgAKmRMnt7e1QKpUwmUxQq9VYsmQJjexIJBK8++67SElJgc1miwnx5+XlIT09nZqtkogJKTAgIGSCGPMRQTwhZCRKZzabYwZ2UrFDKhCBqVRKSUkJFAoFhEIh/H4/0tPTaUqsr68PLMti3bp1UCgUGBkZQU1NDW3I6/F40NzcTKNCpJAiJyeH/q7D4cDZs2cpwSWeUQ6HA5OTk8jMzKQpJJZl4XQ6KYkjaToSiSKRSKVSGXPsiFaFtEhKRDqys7MpubLb7ZTckT6YXC6XFgUQrU51dTVd90JIklAopA7sNyPcbjd1Zp+OsbEx8Hi8mHN4vSAQCJCbm3vVGp0kZobL5ZqznyQh7NGNti9cuICamprrSrRSU1Oxc+fO67b+a4EbPX4nidYVIkm0bn7M5SEF/FPcbLFYZk0ZEl2KXC5PGHY/fPgwuru7cccdd1xR2JykzEjakMPh0KbDy5Yto6SHOJiTyI5erwfDMNDpdDMafUYiEUxMTFBH8vLycng8HnR1dVG3+mgS43a7UV5eTtOCxMNpuoeWUqmkff8I/H4/7rnnnisqRU90TK4GLS0tyMrKQlZWFl1Xe3s7UlNTr8oP7Fo+Mq/luhiGwejoaMLrfnBwEHK5fMbJxLXcNofDAZPJlJBokYjn1XhKkarPmZCamhpno0IwXcz+QeN6klGv14ujR4/GTCYYhsHu3buvi3ffB43ZjHinI0m0PiRIEq0krjdcLhdOnjyJPXv2XJP1GQwGvPvuu3FE8Z133kFtbS19SJGIk8/nQ05ODiKRyIzWIAUFBVdEWq7lADPTutra2qBSqWIG3ZGRETidzhn7/92I7fog1tfc3Izc3FyaFp3vuqZbxSTSYy20onI2TVeiyrzprw0GQ4yRKfE8I5icnJxx0hEMBhEIBG5JonG9cLUUQSKRYPPmzdc9wjkwMIDHHntsXssmidaHBEmilcT1BsuyePHFFxfksh0MBvHAAw/MeE16vd6EkbtEfcmixe0fRrS1tYHH41GRODCVXty3b9+8tEo8Hg8rVqy4Ji7nHxSUSiWUSiWOHj2KZcuWLbipcmtrK3p7e6FWq+MG3JvlNSkOuZkRiUSQlZUVp/8rLS29rmm8mwGnT5/G6OgoJcMKheK6EK8jR47A5XLRIp3Z4PV68fnPfz5JtG52JIlWEjcjzp8/j/T09IQ6nY8aenp64PV641yqoytMZ4PT6URHR8f12jwAUym961kBRToK6HQ6rF27dsFps0AggEcfffSWJwPXGyzLoq+vL6YK0mq1UkPRjxIGBgYSViteK9hstjkjljeaaCXtHZJI4hYCIf9JgDZ4no75CuBTUlKwefPma71ZFCzLYnBwELt3775uv0HA4XCSAvUPEBwOJ64Sj2EY7N+/P6Zn6q0CYgPzQWEuA+FE9ijXE0milUQStxBUKlVMk+iPMkQiUUIfpZsFLpcL6enpc/ajTOLWBJfLndXYk2EYnDt37gMlLPMFKZqJfh3duulmw42O0CaJVhJJ3EJQqVQYGBhIin0xVf1GLB5uNOaTmpycnMTk5CTq6upuwBZ99PBhV8U4HA6kpKTEaAxvVpCemNG4WUkWgBmLJa4XkkQriSRuIUilUuzZs+dDMQueDdfiIe31etHR0YGxsbFrsEXXHjabDdXV1XFNmG8W3MwD5UcB0U3Bk/hwI0m0kkjiFsNCvJJudXzlK1+5YS2VrgQpKSlJQpNEErc4kkQriSSSuGVxLYxTk0giiSSuBkmidYUg+f8bnetNIokkkkgiiSSuHGTcvlE6viTRukIQZ+K8vLwPeEuSSCKJJJJIIomFwmKxQKVSXfffSRKtKwSpsNBqtTfkRCUxM5xOJ/Ly8jA2NpY0j70JkDwfNw+S5+LmQfJc3DxwOBzIz8+Pq5S8XkgSrSsEqQRRqVTJm+YmAWk3ksTNgeT5uHmQPBc3D5Ln4ubBjaroTNaNJpFEEkkkkUQSSVwnJIlWEkkkkUQSSSSRxHVCkmhdIUQiEf7v//2/yWarNwGS5+LmQvJ83DxInoubB8lzcfPgRp8LDvth71OQRBJJJJFEEkkkcZMiGdFKIokkkkgiiSSSuE5IEq0kkkgiiSSSSCKJ64Qk0UoiiSSSSCKJJJK4TkgSrSSSSCKJJJJIIonrhCTRukL84Q9/QFFREcRiMVauXIkzZ8580Jt0S+GnP/0pVq9eDYVCgYyMDNx///3o7e2NWYZlWfzXf/0XcnJyIJFIsHXrVnR2dsYsEwgE8PWvfx3p6emQyWTYs2cPxsfHb+Su3HL46U9/Cg6Hg29961v0veS5uHGYmJjA3r17kZaWBqlUimXLluHixYv08+S5uHEIh8P493//dxQVFUEikaC4uBg//OEPwTAMXSZ5Pq4PTp8+jXvvvRc5OTngcDh46623Yj6/VsfdZrPhk5/8JFQqFVQqFT75yU/CbrcvbGPZJBaMV155hRUIBOxf/vIXtquri/3mN7/JymQydnR09IPetFsGO3fuZJ977jm2o6ODbWlpYe+55x42Pz+fdbvddJmf/exnrEKhYPfv38+2t7ezDz/8MJudnc06nU66zJe//GV20aJF7NGjR9lLly6xt99+O7t06VI2HA5/ELv1oUdTUxNbWFjI1tbWst/85jfp+8lzcWNgtVrZgoIC9tOf/jR7/vx5dnh4mD127Bg7MDBAl0meixuHH/3oR2xaWhr7zjvvsMPDw+xrr73GyuVy9qmnnqLLJM/H9cGhQ4fYJ598kt2/fz8LgH3zzTdjPr9Wx/2uu+5iq6ur2fr6era+vp6trq5md+/evaBtTRKtK8CaNWvYL3/5yzHvlZeXs0888cQHtEW3PoxGIwuAraurY1mWZRmGYbOystif/exndBm/38+qVCr2T3/6E8uyLGu321mBQMC+8sordJmJiQmWy+WyR44cubE7cAvA5XKxixcvZo8ePcpu2bKFEq3kubhx+Ld/+zd206ZNM36ePBc3Fvfccw/72c9+Nua9j33sY+zevXtZlk2ejxuF6UTrWh33rq4uFgDb2NhIl2loaGABsD09PfPevmTqcIEIBoO4ePEiduzYEfP+jh07UF9f/wFt1a0Ph8MB4J/NvIeHh2EwGGLOg0gkwpYtW+h5uHjxIkKhUMwyOTk5qK6uTp6rK8C//uu/4p577sH27dtj3k+eixuHAwcOYNWqVfj4xz+OjIwMLF++HH/5y1/o58lzcWOxadMmHD9+HH19fQCA1tZWnD17FnfffTeA5Pn4oHCtjntDQwNUKhXWrl1Ll1m3bh1UKtWCzk2yqfQCYTabEYlEkJmZGfN+ZmYmDAbDB7RVtzZYlsV3vvMdbNq0CdXV1QBAj3Wi8zA6OkqXEQqFSElJiVsmea4WhldeeQWXLl1Cc3Nz3GfJc3HjMDQ0hD/+8Y/4zne+g//v//v/0NTUhG984xsQiUT41Kc+lTwXNxj/9m//BofDgfLycvB4PEQiEfz4xz/Go48+CiB5b3xQuFbH3WAwICMjI279GRkZCzo3tyTROn36NH7xi1/g4sWL0Ov1ePPNN3H//ffTz1mWxQ9+8AM8/fTTsNlsWLt2LX7/+9+jqqpq3r/BsizGx8ehUCjA4XDg8/nAMAycTud12KOPNr773e+ipaUF7733Hj2+Ho8HAOB2u2OOeSAQQCQSgdPphNfrBcuyceckFAohFAolz9U8MT4+jq9//et46623EAwGEQwGEQ6HEQgE4HQ6k+fiBiISiWD58uV44oknAAAlJSW4fPkyfve73+H+++9PnosbjNdffx1/+9vf8Ne//hUVFRVob2/HE088gZSUFDz22GPJ83ED4fV65z0+OBwOWCyWmKIFApZlweFw6Ovo/8+0zJxYYCr0Q4FrIZKbCYFAgOXxeOzTTz/NAkj+Jf+Sf8m/5F/yL/n3If2zWq0xY3xtbS37n//5nyzLsuwzzzzDqlSqOB6gUqnYZ599dt6c5JaMaO3atQu7du1K+BnLsnjqqafw5JNP4mMf+xgA4IUXXkBmZiZefvllfOlLX5p13UKhECtXrkRjYyMAYGxsDEql8truQBJJJJFEEkkkcV3gdDqRl5cHHo+Ho0eP4hOf+AQAQK/Xo6OjA//zP/8DAFi/fj0cDgeampqwZs0aAMD58+f/f+y9d3Qc53n2fW3vWPQOLEA0ggUsYK8iKVFUoUiJlmRasqS423Ii2/L7Jk58/Mk+juXEee04VmQ7si2qUJSsQkmUSYodJEgCIDrRO3YX23svszvfHzjzBIsOEoVlfufgAJiZnXl2Zneee+5y3XA6ndi0adO0j3dHGlqTMVWS3ESGVjAYRDAYBAB861vfwte//nUAQFxcHGtosbDMEdFoFPQs973ncDjgcv+3DigSiSAcDs/qMRhmc+yRSGTcUMdoeDweeX/RaDTmvTLLIpHIpPuYzXHTND3luPl8/phQzI2MgaZpRCIR8v7G26fdbo/ZN5fLJf8z23M4HPK3x+MBRVHk9X6/n7xWIBCQv0ceSyKRgM+feHoNBoPweDwx45qI8b4D0WgUFEWBHlYOiLmezLLR/zP7Gf33yOvD7HckzL6YsBsQe85Gwyz3+/0x+2LOz+jjMp9r5v0AE3/WI5FIzLXgcDjkNaPfN7PM5/ONGVsoFAIAPPvss3jxxReRlJSExMRE/PCHP8Ty5ctJwU9paSn27NmDr3/96/jjH/8IAPjGN76Bhx9+GCUlJeO+//G46wyt6STJjcfLL7+Mn/70p3M6NhaWOxGj0RgzqYzHuXPnSF4FQyQSQVVVFaRS6YSvo2kaarUa0WgUYrEYycnJU46HucEzN36NRgMgdqIcmb8xcqKjaZpMoBRFIRQKjTHaRt/sw+EwotHomIljvIlh5PLRBlIgECDjGcnoY862YcrCcqfy8ssvQyqV4oknnoDf78euXbtw6NAh8Hg8ss3hw4fxD//wD8Q588gjj+CVV16Z0XHuOkOLYbwnncmS2370ox/hBz/4AfmfcT2ysNwp+Hw+HD9+fFpek5lw/vz5Cb8rPT098Pl80Gg0UKlUkMlkyM/PBzAs6aFUKrFo0aIJ9+1wOBCJRKBSqWCxWOByuSAUCmc0Pi6Xi7y8PPL9D4VCZJ8AMDg4SPZJ0zR5ouZwOIiLi0MoFEI0GkUoFIJAIIBMJgMwbMB5PB4Eg0HweLyY8xqJRBAMBscYUwBijMDRy/l8fowXhdnnSMOMMdSYfTCG2MhjMRPJSO/GbF93FpZbHbFYjN/97nf43e9+N+E2iYmJePvtt2/qOHedoZWeng5g2LOVkZFBlptMpjFerpGIRCKIRKI5Hx8Ly0IxNDSEnJwcrFmzBsCwJ6ajo2PMdk6nE2q1elwjYTTMBM8YLSOhKAp6vR7l5eXo6+tDWVkZamtrkZaWBqFQiOTkZHzjG9+Y9IHmtddeQ2ZmJoqLiwEM51js3r0bmZmZaG5uRmtrKzgcDoqLiyESiWJCQszfx48fx8MPPwwOhwOdToeamhooFAqsX78eHA4H1dXV2LhxI9rb24lXKRgMwmw2g6ZphMNhJCYmoq+vD8FgEGKxGDRNw2w2QyAQoKSkBFarFXw+H1KpFDRNw+l0EsNsZNiHae0hFotBUdSYkCazfSQSIQYen89HNBolxhPz98jwDo/Hg0AgQCgUgs/nI8bVVCHEiWD2P9KYG3lOR46HMU5ZT9vtyWyEdMfbz0zXTxfmIWOy/c33g8VdZ2jl5+cjPT0dp0+fxqpVqwAMP8FWVFTg3/7t3xZ4dCwsC4fZbEZGRgaZIA0GA7q7u1FaWhqzXVpaGrZu3TotQ8vj8UChUGDfvn1j1mk0GuTn5yMrKwsWiwXr16/Htm3biFaXSCRCXV1dTB+/0QwODuIHP/gBeYDq7OyEwWBATk4Oenp6UFpaikgkgv7+ftA0jeTkZCQlJcXkiQSDQTgcDtA0jfb2dpSUlCAUCmHp0qUkNFlQUIC2tjbcd999cLlcuHr1Kh588EFwOBz4fD7w+XycO3cO4XAYHo+HGDN8Ph/p6ekQCARYvXo1+vr6AAzf6AsKCuB2u1FYWEjez4ULF5CVlYWcnBzU19dDIpFAJBLBZrPB7XYjFApBKpVCKBQiMTERdrsdcXFxkMvlSE9PJ8K+ZWVlaGlpwcDAAOx2O6LRKPx+P3g8HsRiMRQKBXg8HgKBACKRCCQSCXQ6HWQyGWiaRiAQgFAohFQqBZfLhVAoJMaZ1Wol+aoMTI4VMwkzn41IJAIul0v2y+THjczNEYlE4PP5xPDj8/nECA0GgwiHw8SYHHkskUhE8qUkEgk5Ly6XC9FolEjvjBxHMBgEh8OBUCgEn88Hl8uFWCwGALIvm80GoVAY4yF0uVwQi8UQi8UIBoMQCAQxGkyM8ZuQkBDz2slwOBwkDD3SeAmFQkhKShr3NRRFweVyxRjQfD6fnCO/3w+BQEDeI2NwSCSSmHAYMPywwIS/w+HwGAPK4/FAJBKN6yHm8/lQKBSQy+VjDJrJDJzx1k12rpj3YDQaY3LjJttnKBSC3W6P8fyOJhKJjOmdO5dw6DvwMcPj8aCnpwcAsGrVKvz617/Gjh07kJiYiNzcXPzbv/0bXn75Zbz++usoKirCL37xC1y4cAGdnZ1QKBTTOobL5YJSqYTT6WST4VluWYLBIA4fPgyJRBKz3GAwwGq1xiwzGo3YuHEj2dZsNsNutxNvEYPVakVjY+OYfY6H1+uF3W5Hdnb2mHXRaBRLly6FTCbDrl27xt1mKt5991088cQT5Gbtdrtx+PBhpKWl4dSpUxCLxTGhx76+Pmzbti1mH6dOnUJiYiK4XC74fD4WL16MmpoarFmzBtFoFFVVVVi9ejUqKyvB5XIRCARAURQkEglaWlrg9/sRiUTgdrshEomQkpICl8sFm82GaDQKuVwOHo+HYDAIkUiEaDQKh8MBqVSKYDBIzmM0GoXT6URiYiLEYjEMBgOUSiXC4TDxXikUCmKkeDwecLlc4k3i8/nkGIwhEYlEYLfbweFwiBeKMaKYRHmKosh+4uPj4Xa7weVywePxiGEUiUSIIeX3+yGTyaYM0YbDYXKeaJqGx+MZ8xqpVAqfzweKomISoJlwJ4/Hi/HUjZ48+Xw+RCIRMchEIhHC4TCEQiFkMhmi0SjC4TAxsGiaJqFdxvhkljMRi2AwCLlcTrZhzldGRgY4HA7C4TByc3PHvF+FQjHp5M6MBRhuVBwKhZCcnEwMdQbmvDOM9MCOZORyJo9RqVSS6ripuHbtGrKzsyGXyxEKhVBbW0vOmcvlgtFoRGFh4RgD7Ua4WTNDqVRi8eLF097/eIbjSPx+P1588cV5m7/vSEPrwoUL2LFjx5jlzz77LA4dOkQES//4xz/GCJYyquPTgTW0WG4HzGYzGhsbcd9998Usf//997Fp06aYGzyfzydP0tevX0dNTQ3cbveY6pquri5IpdJpGUZOpxPFxcVYvXr1LLybWMLhMN555x188YtfjFkeDAYRjUbxhz/8AStWrMDGjRvJujfffBMNDQ0QiUSgKAocDgctLS3E06VWq0FRFDIyMpCYmIhwOIyhoSHk5eWBoiiUl5fDYrEgGAzCbrfj+vXryM/PR0lJCU6ePElCpIFAAFarFUlJSVi8eDHxLMXHxxNDi6IoGAwGMvFzOBz09PQgFAqBx+OBoijI5XIIhUJ4vV6kpKSQHC2hUAi1Wo2srCw4HA4sWrQIEokEfX19iEQi5P3ZbDaEQiEEg0FieDFGG2MAURQFmUyG1NRU5OTkwGQyISEhAYsWLQKXy4VGo0FKSgq4XC56e3shk8nA5XJhMBhiihxGTvyMQcd4V9RqNeLi4qBUKgH8rzFhMpnA4/GQkpICgUCAnJwcDA4Owul0IjU1lexLIBAgLi6OeFdHFidIpVJwOBx0dHSQY2ZkZIDP56OtrQ3x8fEoKCgYUwWo1WrhdDoRHx8fszw3N5eogff09GDZsmUxRRZcLhdcLhdarRY2m22Md28iBgYGiCEmlUqxfPlyiMViCIVC4lW7GWiannDuG4+ioiKSDzkwMACdTodNmzahra0NfX19KCwsnNS4uZ2Z7/n7jgwd3nPPPZNasxwOBy+99BJeeuml+RsUC8sC4PV6yUQ+knA4jMzMzAnd/C0tLVi6dClCoRDKysrG7LO8vHxM64qJGO9G5vV60dvbS76n165dI6GBkZMow+hl4XAYbrcbXV1dGBoaIuuYCj8AuHLlCvr6+nD16lWyH6vVivLycvB4PHK8zs5OJCUlkbwoxogwGAzw+XwIBoPw+Xzg8XiwWCzQ6/VITk6GUqlEdnY2HnzwQQSDQSiVSsjlclgsFmLk6PV6NDY2wuFwQCaTkVAqMDyhl5aWoqSkBH19fZDL5fD7/SgrK0N+fj4aGhqgVCohlUohl8tRVlaG1tZWEgrl8/koKytDf38/srOzEQgEkJKSQhTHPR4P+Hw+4uPjQdM0SktLYTabSc5bWVkZent7UV5ejtzcXGg0GtTW1kKlUqG+vh5arRYulwvJycmkLQlFURCJRGhvb4dYLEZubi4EAgEJ3TLXR6fTQa/XIxqNIjU1FTKZDEuXLkVcXBwSExNB0zR6enqQmJiIkpKSGE/QJ598gj179uDhhx+e8rPl9Xpx8uRJxMfHY8mSJWPWS6XScZcDw8UfaWlpxNgYCWNAqlQqlJeXj/s9WbNmDT766KOY0O9kPPjgg2O+S7ONzWYb04d3OkQiEeK5MplMWLVqFbKysmZ7eHctd6ShxcLCMozH4yFhkNFMlXwqk8kgk8nIE//FixcxNDQEh8MBlUo1rTyUiaitrQWPxyPGmsViwY4dO8YkqzO/x1umUChw7Ngxkv/F4XAgFotJyMrj8WD//v3EsGBCUUqlEkePHsXy5csBDBuVP/rRj3DmzBkolUooFAriATx58iS2bdtGQjMpKSlobW1FcXExgsEgfve73+H69evwer3g8XhIS0uD0+kETdPEUN2wYQNomsa6devQ2NiIbdu2IRqN4sMPP8SWLVtQVVWFgwcPgqIoOJ1ODA4OEo9Zeno6aaTe2tqK9vZ2FBQUIBQKkVBVNBpFe3s7bDYbFAoF8aSVlZUR44gJLzE5PZmZmVCr1TCbzTh69Cj8fj9sNhtJ1k9MTMS6detw/fp12O121NfXw2w2Iykpibyne++9F1wuFw0NDVi/fn2MVyYYDOLf/u3fkJqaivz8fHi9XhQWFoKmabjdbhiNRjQ3N0OlUmFgYAA0TcNoNJJwJuNRnIyOjg5UVlYiHA6P6xGiaRp79uzB1q1bx319V1cXVCrVjFqvjd6/SCSacP+3A93d3TAYDFCr1fD5fAiFQujq6pqRGCfL1LCGFgvLHYzX652WttR4hMPhGA2roaEh0iz38uXLMJlMM9rfyBycqqoqbNq0CWazGdFoFGazGTqdjox5ZMNWhUKBlJQUtLS0YHBwENFoFHa7nQiNdnd3o7OzkzT11Wq1JI/q7NmzY/JmFAoFhoaGEBcXR3KHfvjDH5L3KBaLcenSJQDDVYxXrlxBKBQCTdMQi8Uwm81ISEiAy+WC2+0mSeM6nQ6NjY1QKBSw2+0QiUQIhUJwu90IBAL46KOPEAqF8O6774KiKESjUVRUVICiKCJz0d7ejocffhj33nsvzp8/T8JADocDdrsdfr8fxcXF0Ov1pJhncHAQcrkcYrEYLpcLCoUCCoUCHo8HHo8HiYmJiIuLw6pVq2A0GqFQKFBbW0uSuouLi6HT6ZCamkoMnO7ubrjdbiQkJCA9PR3Jycn47LPPkJGRAbFYjKysLPztb38Dl8uF1WpFVVUVyXFiqisZg5zH40Gn0yExMZGEErlcLrZv307y5Xw+H4qLi4nH5/PPP0dLS8ukDwNXr16FSqXCo48+SjxqM0Gj0UzbKzseXq93woeYhWQqqaKRVFVVYceOHaSvYn5+PhYvXjxjiRSWyWENLRaWOxCHwwGz2QytVou8vLwZvZaiKAwNDZEJkQnNtbS04OzZs4hGo3C73XjwwQdntN9Dhw6RHJ09e/bETLKRSIS0zaqoqEBubi7xpF27dg333HMPPB4P4uLisGbNGnz++ecoLS1FOBwmVXPl5eVwuVxobGyE3+9Hfn4+SktLYyYNJo+Fpmns27cP0WgUHR0dyMvLQ2trK0KhEJ577jnw+Xx4PB5cu3YNK1asgNVqJaFJRq5iYGAAqampGBoaIp0jSktLiW4WI/HAJL6Hw2GUlJQgOzub5MNxOBwMDQ1Bp9ORRG273Y5jx46hq6sLbrcb4XAYnZ2dkMvlcDgc0Gg04HK5qKioQCgUIvleSUlJJPdJJBKRPJRQKISenh7o9Xrw+XwMDAzA4XAgNzeX6IBxOBy4XC74/X50dnbCbDajt7cXwWAQ8fHxcDgcSEpKgkgkQiAQQF1dHaLRKBITE5Genh5TEeZyuWAymSCTyYhhtnz5cuzbt49I6Pj9frS1tWHXrl3kdYz8BgBs2LCBGN4T0dLSgg0bNsBut8Nut0+6rdVqhdvtjlnW29uLVatWTTvHajQWi4V8nm8VRCIRmpubJ1WlZ2ByALOzs8n5u5GCFJapYQ0tFpY7kKqqKkgkEuTn54/xaE31xGsymTA4OIjk5GQsWrSIJMN3d3eTghGmjH26hEIhJCYmkp5iI/H5fIiLiyPhH6/Xi23btpFqvPb2dng8HkilUjidTvB4PGRnZyMajSI9PR0OhwOBQAAVFRXg8XjQaDQoKytDVlYWXC5XzLEoikJqaiqsVivx6thsNjIR0zSNhoYGUiLu8/nQ1tZGKu8YKYjExESkpKQgISEBMpkMjz/+ON577z38+Mc/hslkgs/nw6lTp2C1WpGXl4fly5eDoijcf//94HK5sNvt6O7uhlarJd6cjo4OxMXFQaFQgM/nIz8/H0uXLkUwGERqaioSExOhVqtRXFwMh8NBQpZ+vx+BQAB6vR6hUAgpKSmwWCyw2+1QKBTwer1QKpVQqVREqkAikWDTpk1obW2FVCqFXq8Hj8fD0qVL4XA4kJCQgEAgAK/XS+QU5HI56urqEB8fD5fLBR6PR/LApFIprFYrCSdTFAW/3x8jzXHixAnk5ORAKpVCJpPB6/Xi8uXL435euFwuUlJSJv1MXb9+fdoVcVKpdExFeVxcHM6dOzet10/E+vXrb+r1s83WrVuh1+unpY/G4XCwfft2AMPXazYS8mdKf38/amtr5+14PB4P+/fvn7fjMbCGFgvLHUg0GsXKlSvHfeIOhUKTGknBYBDJycnIy8tDYWEh8UIolcpJRX0ngqncY5K9gWFjz2azgaIoGI1GOBwODAwMABgO6RiNxpj38pe//AUGgwGZmZno6uqCy+XC8uXLkZmZif7+frhcLshkMhQVFUEsFsd4T4DhG/qhQ4eI0KrL5YJarQZN0yS8F4lESOJ2UlISsrKyiIcpGo3i0qVLUCgUiIuLI73s1Go1MjMzcfHiRaxZswadnZ3o6upCc3MztFotwuEw9Ho9Ll++jLy8PDQ2NkIoFJJKQi6XC71eD4vFguzsbCgUCpSWlhKBUYlEgvb2dtxzzz2or68n183lckGr1SI9PR0+nw8ulwtbtmwBn8/Hvn370N7ejrq6OmRlZWFwcBBZWVnEcC0oKEBmZibkcjny8vKQm5sLv9+PkpISpKeno7GxEc3NzfD5fEhMTMTevXsRDAahUChQWFiIdevW4cqVK0Tv64MPPkAoFMITTzxBPCkGgwFdXV3Ea0nTNC5dugSKotDc3IxFixahtLQ0Jj9qsiKI8dZ/8skn+NKXvjTjz+OdTEpKypQG6niMTIafTzo7O7F9+/Yp8/Fmi08++YT0OZxPWEOLheUOhBFoZPD5fPjTn/6ElJQUUoE2EYxuEEVR0wpBVFZWxuRUjSQcDqOiogJ6vR6pqam4cOECWSeTycDn82Gz2UgVIjBsCOr1erJdVlYWqqursXbtWjK2lJQUouTe29sLiqKwbt062O12LFq0CJFIJGYfn3/+OdasWYOioiLcc889+N3vfofFixejpKQEDocD0WgUQqEQ5eXlAIa1teRyOSQSCbRaLVJTUyEQCCASiSAQCNDT0wMej4dQKASZTAafzweDwQCXy4W4uDjs2rULQ0NDcLvd2Lt3LzIyMrB48WJ0dXXh8uXL4PF4aGxsRFFRERQKBdLT0/Hss8/ivffewxNPPEE8jowRKpfLodFosH79epSXl6OqqgrV1dV49NFH8eqrr2Lx4sV44IEHiCeIEVVVqVSIRqN47rnnIJfL0dTURLxoQ0NDuPfee9HY2Ijk5GT8wz/8A3g8HhwOB7q6uvCzn/0MaWlpSElJwTvvvIOnnnqKnE8ul4vExETI5XI899xzMdecoihYrVakpKTE5DDt2rWL5Go1NTWhq6uLXPOpdKPGW8YUM7DcPBRFLYihxejGTec+MxsweZPzDWtosbDcgYxsgQIMG0/FxcXYs2fPlK9lNJfC4fCkAozAsHdhYGAATz75JFnW09OD8+fPk1DN97//fVRXV5NE+tG0tbUhFAph5cqVAEDEMhmcTifcbjeWLFkCo9EIgUAAuVyOkpISnD9/HlVVVYhEIli2bBn8fj9UKtWYlj+XL1/Gpk2b0NnZiSVLliAnJweFhYXIyMjAtm3bMDg4iOzsbKhUKtTW1uKxxx5DQkIChoaG4Pf7EY1GoVKp8NJLLxFtIZ/PRwysCxcugKIo7Ny5k1QAKpVKMoHFxcWBw+Ggra0NTzzxBNHH+sIXvoD33nsPjz32GNFUYjxPr776KnQ6HRGgTEpKwpIlS6BSqVBTUwOPx4POzk6Ew2F8+9vfBo/HQ2ZmJgAQHa7vfve7sFqtyMjIIBWCS5cuhd1ux+LFi9Hc3AyJRIJnn30W7e3tOHfuHLq6uiAQCJCamgqaptHf3z/GMxoIBCYMNV27dg1Wq3VMNZ5IJEJ+fj7y8/OxZcuWiT9ULPMOo8h/px+XMbTmO9mfNbRYWO5ARnu0JjOafD4f/va3v5GKwO7ubnR3d8NsNsNoNEIikRCF9NGSDg6HA729vTH77u/vh1AoJOKndXV1qK+vn7BXqNPpxI4dOyYcn8ViQVJSEgKBAHg8HgwGA/E8MarnGzZsgF6vh91ujxG17OnpAUVRUKvVMJlM6OrqQk1NDdrb22EwGLBs2TJUVFSQqjuZTIbBwUGsWLEC1dXVcDgcGBoagkKhQG5uLurr69HW1oampiY0NTVBLpeDoihkZ2fD4XCAw+Ggr68PUqkUa9euhcPhQCgUwuDgIE6ePImUlBT4/X5cu3YNgUAADocDqampMdWdDAMDA3jmmWeI5ILJZEJNTQ3UajXOnTuHUChEwoc1NTVQKpVYtmwZqZxkqiQZPSRGnLS9vR179+4Fh8OB1WpFYWEhzpw5g0uXLpHOAMFgEK2trWQszPlmCAQC5HoynjyGrq4uHDx4kK1cu41YqNDhfCMUCllDi4WFZfowfc/Gw+l0wul0wufzARhOcGcm9tFK2AMDA1i0aBGRC7hw4QKUSiUyMjLw4IMPQiwWIxQKgc/n48CBA+R1fX19qKiowPPPPx/T+LmyshK5ubmkTYnD4UBcXNykVYojDTi9Xo+Ghgbyv9lsxtatW2GxWPDZZ59h165dpJyfUXJXqVTIz8/H5cuXsWbNGni9XhiNRtTU1EClUsFkMsHtdkOr1SIzMxM5OTlITU1FUlISotEofD4fjEYjyXEJh8NISEhAQUEBnnrqKaxcuRLV1dXYvHkz+vv7cd999yEtLQ2PPvoogOEn5aNHj2L//v24dOkSlixZAj6fj5aWFoTDYfj9fmzfvh2FhYW4evUqpFIpHn30UfT19REBz8bGRhJaZRLFV65cCQ6HQ8IdBw4cQDQaxZEjRxAMBpGRkUES00UiEV588UXyf3d3N7773e+ScFsgEIDBYIBIJCLyDcCwHlVraytyc3NJMr1AIMDOnTsnvF5Mqx9gOMl9pBDnhg0bWCPrNmO6aQKzCdPPcj4RCoUxLZbmC9bQYmG5Tbl06RKcTue4PQe7u7tRV1dHnlL1ej0cDgdcLhcyMzNjEmZbW1uxYcMGVFVVgaZp1NfXw2KxgM/nkwa5jCL4SIPIbrdj27ZtY8J0gUAAcrmcbMtUFU5X4LS9vR0qlSpmjKFQCO3t7Vi2bBmplGpqasIf//hHcsyCggJUVlZicHAQHA4HFouF9MHT6XSk9UxeXh4EAgG4XC5MJhMWL16M6upqdHd3w+FwABj2yiQmJmJoaAh79+4l/fJycnLQ1dWFwsJCmEwmEqoDhnPOkpOTIZVKkZKSQsKczBM0Y5h89NFHWLRoEfr7+3H27Fls3LgR3d3dJITKvF8mx4uRXfD7/Xj99ddx8eJFUqml0+kQHx+P+Ph4iEQiZGRkoLi4GImJibBarXjllVfI+BoaGvDxxx/DZrPhgQceIOfx5MmTEIvF+Na3vgWFQoFQKIRXX30VR48enfAaMZ7EUCgEuVw+xuPFcnuxEB6thdAhYzxa8w1raLGw3KY4nU7s3r173LATM5ky3ozOzk54PB6sXLmS6EUxlJaWQiAQwGg0ory8HM3NzRCJRHjkkUfIU+54oUeHw4G8vDw4nc4YHaWhoSHY7XbibfN6vVixYsWECfOjuXDhAuLi4ojnLRKJ4OOPP4bdbkdRURGRBGhtbYXb7UZOTg4EAgGKiopgsViwceNGhEIhVFZWYuvWrbh48SJWrFiBJUuWgMfjwe1248KFC1Cr1Thw4ADKyspw8uRJ5OXl4ac//WnMWD744AM0NjYCGJYIeOedd9Dc3IxQKASfz4eOjg7SkoeptOvv70dPTw/kcjkSEhKI1pdQKCTq9E888QSSkpJA0zTJXfv8888xODiIgwcPwu1246233iLyHC6XCxkZGSgtLcW1a9eQkZGBpKQkbNu2DTabjRhNTG5dYWFhjFcQGPb+lZaWgqbpGO9ibW0tnnzySeIlZFTpGV2z8WCM7+bm5huqcmO5tVgIj9bIdlTzBWtosbCwzAi/3z+uN4thZIUW41Xh8Xjj9lvr7u4mQp9DQ0NYtGgRqeoDhvOkXC5XjIhkZ2cnNBoNrl27hqSkJGzfvh08Hg+9vb2IRCIxzW2j0Sja2trI/zRNE6HI0X1Ju7u7sXz5cnR3d6O6uhrBYBB+vx9xcXEIBoOkmjAuLg5yuRwvvPACPB4PHn30UYTDYezfvx91dXUYGBhAT08PRCIREhISyE2dOW98Ph8UReHw4cNoaGiAUCjEuXPnSBg0EonAarXC6/UiLS0NPp8P1dXVKCsrg1qtRn5+Pq5fv45r164hMTERPp8PbrcbXq8XBw8eREJCAk6ePElU6hmxT6ZV0Oj3HQgEyGTn9XqRnp5O+tZpNBoAw83AtVotaYL9+OOPg8vlQiKRQKfT4Z133oHH40FJSQkJBdM0jb6+Ply6dAnl5eVjDHOPx4NgMIhPPvkEDocDFy5cwLZt26bUVbp+/Tp0Oh2RcGC5fVkIj9Zk7cHmCqFQGNMIfb5gDS0WltuY6bbaGN1OZzQ2mw2pqam45557YLPZYLFY0N3dTdZfvnwZ6enpMctSUlJQXFwMsViMoqIi9Pf3Qy6XIysrC/Hx8ZM2t2WSysd7omXENl0uFzQaDdLT0xEKhZCRkRHTIJsxMLhcLjo6OnDx4kV0dXWhsrISx44dI+HKkpISRCKRmIbUCoUCRqMRfX19EAqFUCgUSE1NRWdnZ0xblp07d4LP52Pt2rXw+XzIysoivRWB4TCny+XC0NAQnnzySSxduhT9/f1ITk5GKBQik1c4HIZIJILX6yWG1mgvAiNdAQzrZI0sHggEAkT0taysDFKpFMFgMOZ8hEIh6HQ6nDhxIqZK0GAw4NixYxAIBAgEAjHVgExbpN7eXuzfvx+Dg4PIzc2dlvFks9lQXl4+JueP5fZjJvIOarWahNgZGC/oTDAajfPeU1EkEsFms83rMQHW0GJhuW0Z7RGZjFAoNOmE6PV6IZFI4PF4EIlEsH379hjVa51ON0aeob6+nnjUGI0qYLhC7cSJE+jo6AAAqFSqGM/b+++/j9raWhQVFY17c09KSsLzzz+P//qv/8LatWvx6quvorq6Gvfffz8ZKyNo+pOf/AQKhQI8Hg8+nw8DAwNISkqCx+OBWCzG5s2bSTUhM762tjZYrVZIJBJkZWXB6XSisLAQS5Yswc6dO6HVaslYBgcH4fP5EAgEAIB4iRiY8vTk5GQivskYUH6/n7y/YDAIoVAIk8lEPItMr0GGkZIcHo8nJqE8GAwiEAhAIBCAz+eTvDcGq9WK9vZ2RCKRMV6Cv/71rxgaGoLX64XT6SR9HJn9FhQUxDSdZs7nVFitViI9wXJ7M12ZBZqmcfbsWaxduzZmuUKhQH5+/oyOyeFw5k2olEEoFKK/v598n+cL1tBiYbkNiUajkyaXR6NRnD59GuFwGMBwX7i0tDRi/Iymuroafr8fHo8HHA5nWq1FAoEA4uPjweVyweFwiCGn1+vR3t6OsrIyOBwOWCyWGN2kcDiMlStX4sknnyTvoa6uDl6vF8CwAj1jZOTk5MDv9+PTTz+FRqMBTdM4f/48otEoKIoizag5HA6qqqqQkpKC7OxsouheU1MDv98PpVJJPFUajQZ9fX2w2+2Ii4sDn89HZmYmEhISsGLFCqxYsYKMdbTG12goioJQKITT6STLaJrG1atX0dfXh56eHuTk5EAmk4HH4xFP3pEjR+Dz+dDZ2Uny265cuULCrW63m3i0tFot/vM//xN+vx98Ph8GgwF+vx8PP/wwOeaf/vQnNDQ0wGg04oUXXiBSHcBwiHfjxo3w+XxjqgFFIhG2bNmC119/nZwbmqZjPJcTQVHUpKFrltuH6YYO3W43kpOTSSuuWwm1Wk36sk5EJBKBQCCAWq2ep1ENwxpaLCy3IV6vNyZsNJqRfep0Oh1MJhPJSRoPg8EAgUCAoaEhZGZm4siRI2QdRVGkyq2vrw9WqxXAsCyETCaDzWaL6VkXDAZjxDTr6+tJjhFN07hy5QpWrlyJt956i7SiOXbsGHJzc0HTNNra2vDpp5/CZDJBJBLh2LFjsNvtyM/PB5fLxdGjRyGXy7Fv3z5YrVZIpVKUlJSgu7ubKKMzau+rV6+GXq9HSUkJMQQlEglomkZaWho2bdqEzMxMqNXqcY3LqZKEGb2ykYYNMKwltm3bNiQkJCASieDMmTMAgMOHD2P79u04ePAgLBYL6uvrY0Ksjz32GIDhSk2RSASfz4fjx48jOzsbDz30ELq7u3H16lWYzWaS0H7ixAmcPn0a999/PzweD7Zu3Qq/30+M2C996UtwOBxwu9144IEHxng2+/v7kZ6ejoMHD6K+vh5SqZSIst5JUBSFpqamGXmC7xZsNtsYQ+vo0aNjPD+RSOSW9WLW1tZi2bJlU0pGZGVljWkwPtcsmKH1la98Bb/97W/nveqAheVOwO12T/jdsVgs6O3tBZfLhdPpxObNmyGTyfDAAw/EuOojkQgaGxvxySefwGg0IjU1lUgzjDTIGAV0nU6H1tZW0vrEZrMhMzMTUqkUeXl5ZPtQKITOzk6SOG8wGPDxxx8jEAggGo3CYDCgsbERUqkUEokERqMRQ0NDpNehVqvFb3/7W9J6pqmpCeFwGK+88gpomkZVVRUEAgG6urpiwmRutxt8Ph8nT56Ey+VCcnIyiouLIRKJMDAwQAyPwcFBuFwuyOVyHDt2DBkZGdDpdEQlfSQ6nQ4CgWDCyjqtVks0y5gqy8bGRvD5fDQ1NcFsNsPj8SAjIwMSiQQCgQD5+fk4duwYbDYbtFotKQpgvI/MOReJRKQ/Y3x8PHp7e/G3v/0NHA6HXH+fz4ejR4+ipKQEbW1tcDgcqKiowMaNG0n+3sDAAHg8Hvx+/7ifGa/XSxLfpwox387Y7Xb09vZO6J28m7n//vtj8j1pmobP54tpu3SrEwqFUFhYOC0ZmYn0B+eKBTO03njjDfzyl79kDS0Wlhtgooqdrq4uvPHGG2hqakIgEIDFYiFhgbNnz8Y8tTJeH7fbjWAwCC6Xi+zsbOzZs4d4cfx+P06fPg25XI6UlJSYih1Gl2r9+vUxuUtWqxUDAwOkjHrFihWIRqOIRqMIBoNQKpXg8Xh45plnoFAo8Pvf/x5xcXH4whe+AAA4duwYdu3ahZMnT8aEuxhDkAktMm1t+Hw+IpEIxGIx4uPjwePxYDQasXLlStJ0eXBwkMgXMH36mCT+J554AhUVFdi2bdsYQ6uxsREJCQljtMIY6urqYDAY0N3dDbFYTPLCmHY5AwMD0Ov1eOKJJxCNRnH+/HkyqWk0GmRkZJCE4JFP4l6vFzweDzk5OcRjmJeXR0KDb731FrKysmC1WpGQkECaZJeWliIxMTFGQJYhNzd33PAQY9Qx1/ROFRsNhUJIS0tDcXHxQg/llmchNK5uFpqmp63VN98smKHFum9ZWG4ct9s97o2wra0NJSUl4PF4OHDgAJqammL6ENbX16OrqwscDgc0TUOhUKCoqAhZWVm47777YvKTgOH8nry8PBQWFuLSpUtITk4m6+RyORYtWgShUIje3l5wOBxwOBzY7XYUFhbi6aefxsWLFwEMe5FGiqD29vbinXfegVAoRGtrK9atW4dIJILPP/8cGo0GR44cgVarRVFRERwOB9avX4+8vDyo1Wps2bIFGRkZePHFF8Hj8cjP8ePHsWrVKvB4PFRXV6OwsBCpqanQaDQwm81YvXo1gOEcsJMnTwIADh48CB6Ph4aGBhQXF4+5UWu1WtIDcTwYZfqhoSGsXbsWS5cuxaFDh9Da2gqdTger1QqXy0W8TykpKeThUigUQqlUkuuo0WiId6ulpQVtbW3gcrlE7X5oaAi7du3Crl278P7772NgYAB//etf0dfXB71eTyoIH3vsMfJep/tZYgytcDh8xxpa0+ndeTdjMpnw6aefQiaTIRKJsJ6/WYTN0WJhmQM0Gg3OnDkzrhZRKBTC5s2bUVhYOGZdNBrF22+/PWZCoGk65uEkFAph7969Y3KDPB4PMRYYz9HIfQ0MDODLX/4y2UatVkOj0eDChQsTCp9KpVJkZWWhvLwcHR0dWLlyJVQqFWk8rNVqEQqFyBgZ+YKjR49i2bJliI+PRzgcxtKlS8Hn86HX65Gfn0+8YImJiUhKSoLBYCChvi984Qv4y1/+goSEBCQnJ2Px4sUQi8WIRCLYuXMnent7kZGRMeYcMX0O9Xo9cnNzkZWVBZ/Ph6SkJBQUFJDtGM8O83ui4gKKoiadnCmKQjQaRW5uLq5du4auri5UVVVhyZIloGka0WgUAoEAAwMDWLt2LVavXk2S/p1OJyiKIv9//PHHoGkaDoeDhFbNZjMSEhJw6tQpbNq0CRs2bMD777+P5uZmvPfeezAYDMjIyEBfXx/i4+Oxa9euGRlZAIghCNz5Hq079b3NBm63G8uXL59WIQzLzFgwQ4t5+mVhuRNxOp0oLy8fVxzUarXi2rVr4xpaarUaKpWKKH0zXLhwAVqtloT0JBIJSbAeSXV1NaLRKFpaWpCfn4/6+npiTHi9XgwNDaGvrw8URSEcDkOj0cButxMdqjfeeIOEByORCAYHB0FRFI4ePYrBwUFEIhEcPnwYAEgD5bi4OHIMRkaAz+eTVjShUAhqtZooo0ciEcTHx6O6upq8H0aEND4+HsFgEH/6059gsVjgdDqhUChAURQ8Hg9kMhnq6+thMBhiEvYBIDs7m/w9MvHf7XbHGGVMKDUSiQCY3LseDoenTIYHgMLCQtTV1WHr1q3o7OzEunXrIBAIoNVqweFw4Pf7cfXqVZSXl8NisQAAyUljigsGBwexf/9+bNmyBT/60Y/Q1tYGDoeDsrIySCQS7Nq1C8CwEV9aWop/+Zd/wZtvvgmxWIzGxkasW7cOe/funXCsbrcbb7/99pgcLL/fTxqAL0T/ufmC9WhNDmuIzh0LGjp87rnnYkT5xuOjjz6apxGxsMweoVBowqrAxMREaLVaXL16dcy67u5uPPLII2OWazQaPP3005M+nPj9fpIHJZFI8Hd/93eIRCJYvXo1UWJvbm5GXV0drl69Ch6PB4vFAq1Wi+bmZgwNDcHn80GlUsHv96OjowMcDgcejwdpaWkQi8UQCoVISkoiyeHBYJAYkzRNo7m5GXK5HGlpaSQk1tfXh6SkJBQWFsJiscDn84HP50Mmk8FsNuPixYsoKSnBypUrUVpaira2Nng8HiiVSmzcuJG0zmGwWq3IyMgYk6AeDoeJ8dnW1oa+vj5kZGSgs7MTSqWStAAKBoNwuVwIh8MwGAwIBoMTirlOVXXIeLSi0SjEYjGWLFmC5ORklJSUEA+fQqEAn8/HsWPHSNHAlStXYDQasWbNGmRlZRGD7cSJEzh//jwqKiogFArJZ8Xv9yMvLw8nT55EV1cXAoEA/vVf/xUajQZ79+6FRCJBcnLypDmvTK/GjRs3Ahj+TBkMBojFYoTDYVit1jH6XXcSoVBoSrX7uxnW0Jo7FszQevbZZxfq0Cwsc04oFIpRGB8Jh8PBvn37SMhoJIWFhWM8DsxkP1lJstFoxLlz57BmzRpcu3YNkUgEv/3tb9HW1obFixejs7MTBoMBhYWFSEhIQHp6Onbu3Inq6mpIJBL4fD48//zzUCqViIuLQ11dHfx+P7Zu3Yrc3Fw899xzaGpqgkAgwJIlS8hxDx8+jHvvvRfAsKF3/vx5AMCOHTuQlpYGr9eLEydOoL+/H0uWLMGHH36IRx55BCdOnMBDDz0ELpcLg8GA5cuXIyEhATqdDh6PBxaLBWlpaVAoFDECosCw1y8xMZFIRoyHxWKB1+sFRVGQy+UwGAxE5HRkk2mmLdBETZGnI+/AaHp5PB4cOnSIhP0SEhKQnZ0NsViM5cuX4+rVqzEhuqeeego8Ho80Zx4aGsL9998Pk8kEmqYhFAqRkZEBiqLQ09OD48ePw2q1Yvfu3bDZbHj44YdJor9IJJpykqQoijQa53K5OHfuHLmWcXFxqK2tRXp6+rz3vJsvmI4ALOMTCoUm7R5xqxIKhfDhhx+O++A6ET6fbw5HNJYF+0YxAnksLHciUz0dpqSkTLsZL9Nj8OTJk+N6ySiKwueff45Vq1ahpaUFVVVVRDtrYGAABoMBS5cuxVe/+lXYbDa89tprWL16Nf72t79hYGAAXq+XVPFJJBKEw2F0d3cjJycHZWVl6O/vx5tvvkm8H+3t7QCGDZaPPvoIzc3NEIvFMJvN8Hq9iEQi8Pv9uH79OhQKBaRSKRoaGsg2nZ2dGBoawksvvYRoNAqNRgMej4f4+HiEQiHSIiM3NxcdHR3E28PA4/HwjW98Y9LqsYaGBkgkknH1oDweDwKBAMLhMHbu3DnpuZ9ujpbP5wNFUdi6dSsGBwfx6KOPQqVSoaWlhXi7MjIyUFxcjOrqanz++efo7u4mchuhUAh9fX34+OOPkZycjN7eXiiVSng8HkilUhQUFKCoqAjPPfccFi1ahCNHjiAzMxPvv/8+Ub6fKixGURQikQj27NmDaDQKm802Ru3/Tob12EzOrXp+qqqq0NfXBw6Hg0gkgmXLlkEulxNPstlshsvlws6dO7F///4p9xcMBmdklM0Gd+ajCwvLAsO0XLkR2tvbY564hoaGoNfrUVZWNm7LCqfTiYKCAhIqk8vlEIlEWL58OTEo+vv70d/fj5qaGixatAjBYBDBYBAikQgqlQoikQhLlizB559/DqvVirq6OiQlJRHRUa1WC71eD7FYjMHBQQDDlXFOpxO5ubkwGo0wmUzIycmBSCTCxYsXQdM0Sfbu7+9HXFwccnJykJ6ejszMTCxatAgikQjV1dU4ePAgfD4frFYrzGYz+Hw+9uzZg/j4eJLgPpKpjAoejzehOCvT2Hk6npvp5GjRNA2PxwOapklbHOY147U2eeutt2A2mxEfH4+4uDhYLBaEQiH4/X6kpKSgtLQU7e3t+Kd/+ifo9XrEx8fDZrNh7969UCqV5JgnT57Exo0biZE11ectEomgs7MT7777LmiaviXVvecSNkdrckKh0JSpPDfDuXPnbqihs9PpJGkT4XAYTU1NsNvt4HA44HK5sNvtkMlkJCQ+FWazeUoF+dmGNbRYWOaAG306dDqdaGhoIKGsSCRCmgcnJSWNK+ngcrkgFAqxfPlyrFmzBps3b8avfvUryGQyPPXUU0RtHBjOo7rvvvtw6tQphEIhYoRJpVJ8+umnEAgEKCwsxPr160mo8cCBAwCG84qysrKgUqkQCoXw7rvvEgOhu7sbGRkZCIfDGBoagsfjQUFBAdxuNxwOB/h8PuLj47F48WJEIhFIJBIkJSUhGAwiOzsbOTk5iIuLg0ajgd/vx+bNm4nu1Y0wmaF16dIlqFSqMSHJ0eh0OjJ2APjss8/GhG+rqqqI0Gh2djYkEkmMEReJRGImL4fDAS6Xi6ysLPzyl79Ef38/du7cCaPRiFdeeQWPPvooOjo6QFEUDAZDzLmMj49HR0cHLl26hI6ODjz11FMoKSlBV1cXfD4fent7ceHChQnfD6OcP1derE8//XTccPhUxMXF4aGHHpqDEcVyq3psbhXm+vzodLppeZxGIxKJSG6qQCDAmjVrYtbzeDzw+XykpaVNa3/hcHja284WrKHFwjIHzOTpsLW1FXV1dRAIBAiHw9i+fTtUKhXOnz+PgYEBJCcno7CwEEuXLoVIJCKVe11dXWhqaoJarYZOp4PBYMCxY8cQCoVQXV0NLpeLpKQkVFRUwGg0wm63Q6PR4A9/+AP8fj+8Xi/i4+ORkJAAh8MBl8uFQCAAu90OPp+P0tJS+Hw+/P73v0dVVRVaW1uJmrvb7YbX60U4HCYufKa6jhEOdTgcoGka4XAY8fHx8Hg8OH78OLmhM4niNE3DZrPBZrPBarViy5YtN2VkASBNm8fD7/dPy6N1/vx5bN68mdzkXS4XiouLSVI9MDwJJCQkwGg0Yu3atURuw2634/z58+jt7SWh0ytXruDKlSvQ6XTgcrlYtGgRFi1aRMYUjUZx6NAhZGRkEJHUYDCI0tJSUhXY39+PZcuWYdWqVUTGwev1wmQy4b777kNJScmE70cmk8WMfbbxer03ZMSNrh6dK1iP1uTMtaHF4/HmRATV4/HEVBxPxVRe6rlgwQ2tH/zgB+MuZ7R4CgsLsW/fvnnv8s3CcjNMVSYfCARIcnZ9fT2efPLJGMPMYrGgtbUVDz30EBISEnDixAmYTCaEw2HU1tZCrVajo6MDpaWlsNlsyMnJgcFgwD333ENyFv74xz8SpfM333wT69atw29/+1t84QtfwMmTJ5GZmYni4mIEg0F0dXWhs7MTRUVFCIVCCAaD4HA4qKmpQXNzM3w+H9xuN8RiMUkQV6lUqKqqQllZGWQyGXbv3o3BwUHs2bNnjAJ5QkICmpubsXv3bkilUlJpKJFIcPnyZdJMGcCkPRynCyPvEAwGcfTo0RgJh4qKCmRnZ0+pN8XhcGIS/4FhAdeRVaEmkwkrVqzA6dOnce+998Jms4HD4RBlepVKheTkZKhUKnA4HOKpGt1Drrm5GfX19fjKV76CpUuX4sSJE8SI9nq90Gq1iEQi6O/vR1paGtatW0caP3d2dkKhUCAtLW2MtthIbDbbbWlotLa2orGx8aZVv61WK+67775ZGtWdx2wYWq+//vqElZ1Xrly5qX2Pxm63w2azQafTYeXKldMudNBqtXdPMjxDQ0MD6uvrEYlESEl0d3c3eDweFi9ejFdffRUvvvgiKisrx9z0WFhuVaLR6LjtThg++ugj5ObmgsvlYvXq1WO8X2+//Tb8fj/UajUqKirQ2dkJPp+P3Nxc6HQ6lJWVwev1YsuWLeBwOLh8+TJ6e3tRXFyMxsZGKBQKnDhxAoFAAFeuXMHVq1eRnp6OaDSK48ePw2KxQKVSobKyEpcvXyYl/owxJZFIIBKJMDg4CJlMhh07duDChQtYvXo1MYT0ej2effZZku+VkZGB/Px84n0ZCU3T2LhxI1JTUwGAJL97vV6SVzabMDpZFosFGRkZY3TJtm3bdkP75XA4MTd0iUQCPp9PqgcpigKHwyE9IxnjhhFJpWkaoVAIXq8Xb775JjF8zp07B5FIhM2bN6OpqQnp6enYunUrzGYz0tLS8Oqrr2LHjh3gcDjYuHEjCY3y+Xzk5+dDr9dP6UFl9MNuN4xGI3bt2nXTXk6WyblZDTWapiEWiyf1as5m2PqTTz7Bli1b0NPTg7S0tGnrcgaDwQnTCuaKBTe0GG/V66+/ThJJXS4XvvrVr2LLli34+te/ji996Uv4/ve/j88//3zWjvvSSy/hpz/9acyytLS0OXWts9z51NTUwGw2w+l0TrgNo56+ZcuWcdczGlwrVqzA9u3bsW7dOvzpT3/Co48+CpqmcejQIcTHx2PHjh1ExfnQoUP46le/im3btsHlcsHpdMJkMqGpqQkURZFQlFwuR3l5ORoaGmC32/H555+Dw+GgsLAQBw8exMmTJ8Hn85GZmYkzZ85g7dq1yMrKQk1NDWQyGbKzs0kJuNvthkwmQygUQnl5OTHAJvsO9fT0ABgWVvV6vTE6XLMJY2jZbLY594ZTFEUMGCZfi8mrY4wbJrwqEokQCARgtVrx+OOPE4+j0WhEQUEBsrKycOXKFfB4PLjdbvT29qKtrQ1qtRpKpTLmWEz4g2l6PZU3IhgMzlnIhAkdzwW3q4F4u8Hcl24Ur9c7oTf6Zvc9Hoy2XEtLC7Kysqb9OpPJNO+e3QU3tH71q1/h9OnTxMgChpMjX3rpJezevRsvvPACfvKTn2D37t2zfuylS5fGqGuzX2aWm6W7uxt79+6ddEJzu91j3NwejwfhcBhxcXHweDwxnhNGjJLP52NwcBBpaWl45plnYkIpbrcbqampqKqqIrlBq1evRjAYhMViQVlZGTZs2IBQKISrV6/C6XRi9erVCIfDeOaZZ/DQQw/h0qVLGBwcxGOPPQa5XI6lS5fiqaeewpkzZ6BUKiESibB06VJiaFksFqxfvx4mkwmrV68m3qrpYDQasX79eojF4jkxhJjQodFoHFfiYSpGq8WPVpMfSTgcJtciHA6Dpmn4/X6IRCKcPHkS6enpkEgkqKurg0QiQVdXF4qKiiAQCOB0OtHc3Izr16+Dy+XiF7/4BaqqqtDe3g6bzYaioiIihLpr1y74fL5xvQJ//OMfpzS0mPy5ueBmeyRONhFP5R1muTVwuVwx8/hIWlpacOnSJfK9EovFePTRR2/qeEw+pFKpJELA02FoaAhKpfKmjj1TFtzQYp68R4cFmTwTAERfZ7bh8/msO5plVuFyuRPebJjedxaLZYyY6eHDh5Gbmwuz2QyNRoP6+npcu3YN7777LoDhSZKmaVRUVMDn8+F//ud/yD5pmobP5yMNmW02G9LS0rBkyRIIBAKcOXMGZWVliEajqKioQG1tLXw+H7q7u6FQKHD16lX4fD60traCx+MhNzcXPB4PUqkUJpMJ+/fvx6FDh5CYmIitW7dCKpXi448/RlpaGlatWoVTp06hoKBgRhOtSCRCenr6nE2gPB4PLpcLFotlTNhwMqqrqzEwMACKolBbW0vGx6jqB4PBmDFfvXoVXV1d0Gg0qKysRHt7OylOsNvtaGxsJK1zrl+/TqQaOBwODh06hPb2dkilUvT19YGmachkMnA4HKSlpeHAgQPYs2cPzp07B5/Ph7q6OtjtdtKuaCRmsxlut5usq6qqGpMH1tHRQfpLzjY3k9/DGMUTeRkikchN52exDMN8VsejtbUVZ8+eveF92+120k90NFqtFqtXryYPCe+9996s5IRN1KN0MhaicfqCG1r79u3DV77yFfy///f/sHbtWpKA+8Mf/pCUgtbU1EwqTnijdHd3IzMzEyKRCOvXr8cvfvELUgU0GiYPhYExAllYGJinNY/Hg8bGxjFekYGBAVy/fh1SqRQrVqzAf//3f0OtVoPD4ZC8KmA49Jaeng6NRkO8MYxHxGQyAQDRkWF+otEokpOTcf36dfh8PuzcuRPJyclYu3YtwuEwvv71r6O7uxsDAwMoKyvDypUrUVBQgCtXrqCwsBBr1qzB4cOHMTg4CJvNhmg0CrfbDbPZTIy/7Oxs4qlrbW1FcXEx6urqkJubO+Mb11x7KXg8HhwOBxYvXhwzgU81aff29uLJJ5+Ex+OBXC4nvQPtdjsSExPhcrnw+OOPk+0pikJ6ejreeustfPOb30ROTg68Xi+WL1+O3NxcJCQkkFw8pVKJnTt3orKyEqtWrSLNoLds2YK2tjaIxWJs2rQJwWAQRqMR2dnZ6OvrIzmrWq0Wa9asQUdHx5hx63Q64jkDgCVLloypQLx06RLy8/Nv6rxOxM3oxgmFwknzg+700CGTtzeXMN7CqqqqmMKTkbS3t9/QPDvSE5mcnEzC5yOxWCxEDBkAMjIy0N/fP+F8O96+RxOJREgz+5nkXDE6evPJghtaf/zjH/H9738fX/ziF8nJ4vP5ePbZZ/Gb3/wGALB48WL86U9/mtXjrl+/Hm+++SaKi4thNBrx85//HJs2bUJra+u4ybwvv/zymJwuFpaRBAIBiMVitLS0QCAQIDMzM2a9xWLBY489huzsbHA4HHzwwQdEG6uyshJxcXGQyWRYtGgRysrKMDAwgOXLl8cYcNFoFF6vF6mpqTGGnEAgwAcffAC9Xo/s7Gw0NDSgoqICH3zwAYDhiiu32w2lUonCwkLo9XqYzWbU1dWhpaUFR44cwcDAAMkNs9lsxNNA0zREIhEaGhogl8vB4XCgVqvxj//4j7dsuxbGozXacziR7Ibf7yeVlQ6HAw6HAxKJBIFAAIFAABaLBQKBAGKxmBhqNE2Dy+UiEAhg0aJFsNls+O///m+8+eabKCgowNDQEMLhMK5evYpoNAq73Q673U7Ky81mM7Zv3477778fn3zyCdLT03Hvvfeio6MDgUCAaEt1dXVBIpGgoKAAmzdvHvf9Xrp0CTt27JjQowBM3U7oZrgZ7wQjazIRd3rokFE+Z4zkqZisCfpU1NfXT5hH1dvbi5qampva/0Qw7acYY9pqteLs2bM3LJpL0zRqa2sRCoVId4vpjru+vh79/f03dNwbZcHvknK5HK+99hp+85vfEPd5QUFBTBXSypUrZ/24DzzwAPl7+fLl2LhxIwoKCvDGG2+MKznxox/9KGa5y+VCTk7OrI+L5fbF5/NBLBajt7cXjz322JgbZ0tLC0pKSpCQkEA8UPX19YiPj0d6ejr+9Kc/kbCjzWbDtWvXcP/995PXDw4Oor6+Hj6fD4899hhOnz4Ng8EAnU4HtVoNm82GxYsXkwrAb3/729i6dSv+/d//HXl5eejs7IRWq0V3dzeSkpJgtVphMBiQlJSEQCAAHo8HiUSCP/zhD4hEIlAqlSSJm1Exf/DBB0lp9K1qZNE0jY6ODqjV6jGG1kR5Sp999hkUCgX6+/tRV1cHACgpKcHHH39MHrySk5PR2tqKmpoaAMOGy8DAAIDhiSMQCOBPf/oTTCYTEhMTweVyIZPJsH//frjdbkgkEuzfvx9yuRyrV68mKtlMSyCn04nq6mpUVlaCy+USfamrV6+Cz+fDarVCrVYjGo1i2bJlMT0x7Xb7lOXtIxPpZ5ubURVnPFoTMVuhw/muNJsuJpMJDzzwwIQpB7OJz+fDvn37xl3n9/snXDcTzGYzGhsbY5aVlpZCpVLhwQcfBDB8TQ8dOjSh1t1EMI3Wo9EoNm3ahK1bt6KlpWXKVloj4fF4WL9+Pb7zne/M6Ng3wy1zp5TL5XNSfTRdZDIZli9fTrRpRiMSiea0PQHLrQtN07BYLEhOTobT6cTJkyfH3U4kEsFkMhF9qNGMTIJ3u93g8/ngcDjYs2cPhoaGYiZKn883psGrx+OBTqfDgQMHcPToUWIQ6XQ6CAQCiEQioqyuVCpx4sQJvPvuu7BYLKitrcXixYuRlpaGxsZG2Gw28Hg8pKWlwePxQKVSIT4+Hnl5eXA6nbjnnnvGjJ/L5aKjowMulytmko9EIlOqrI9mMg/GzeL1etHW1gaBQIArV67ETNImkwk2m21M/tLVq1exdetWhEIhYkg2NDSgtraWSEFcuHABtbW15NoGg0FoNBpSPckIwubk5ECj0cDtdkMkEqGtrQ2tra3o6uqC0+mESCTC7373OyxZsgR+vx+/+c1v0NnZCYqicP36dQQCAeTl5ZHjMFIOqampkEgkiEQiOHnyJEkGBoalNioqKiatpqqrq4PRaJwT0Ui3242lS5fe0GuFQuGkn4fZCB06nU68+eabt2RObmVlJQKBwJznoVEUhfr6+gkLIq5duzYrc1x/fz8ikUhMcYxAIEB1dXWMYTW6CMbn802ZkhMMBskcLRKJ8Prrr8NgMKCzs3Pa42tvb4fD4Zj29rPBLWFoORwO/PnPf0Z7ezs4HA5KS0vx1a9+dV4rA4LBINrb27F169Z5OybL7cHg4CBOnjwJqVQKm80Gp9OJoqKimG1omsbAwAC4XO64sg0DAwPEuAKGb/xMj7yzZ8+SXCuGkYYWk8NhMplIaPv3v/89NBoNCgoKsHXrVrhcLohEIigUCuj1ekilUvT395MWO6tWrYLL5UJ7ezvcbjfWrl2L1NRUZGZmwmKxYMmSJfB4PCgtLUVcXBy54Y6XyyCRSGKUmLu6utDa2jqpWOZo5iopGwBp6/PUU0+NCSc0NzeDx+ONMQqcTif27NkDl8sV40V0Op3k/6qqKvD5fDz33HMAhicUq9UKPp+PwsJC8Pl8bN++HUVFReju7saGDRvwm9/8hqji79u3D3v37kV1dTUCgQBpjfTrX/8aJpMJubm52L9/P+l9uHv3btA0jXfeeQcURZGWSQDGtBApKyubMPeGgWl6PV1hx5lyoxWNIpEIly5dmtCjw1Rr3owh4nQ64XK5Jg2tLhTM93auCYVC2LNnT8zneyQURcXkH94otbW1iIuLi8n3amhoIEUmExGNRrF+/foZ5U8x+aNTiQ+PZPPmzSgoKMDXvva1ab/mZllwQ6u2thb3338/JBIJ1q1bB5qm8Zvf/Aa/+MUvcOrUqRmdwJnwwx/+EHv37kVubi5MJhN+/vOfw+Vy4dlnn52T47HcvphMJuzatQtFRUVob29HIBCY0lA4ffo0uru70dHRgXA4TAovGhoawOFwYDAY0N3dDZfLBbPZjKKiIpKTKJPJ4HQ6oVAooNFocOTIEZhMJmg0GjidThw/fhxCoRCBQAA0TcNut5O2LkKhkPQ+LC0txUMPPQStVounnnoKPT09ePXVV/Hggw8iOzsbwWAQcrkcdXV1WLp0KQQCwQ2JAjNSEVMlts4XTBhrvIk/FArFeIsYhEIhJBIJ+c0gEAjI/01NTcjNzSX/W61WpKamYtGiRUhJSUFbWxuEQiH4fD7sdju8Xi+8Xi8x7GQyGbq7u1FTU4PBwUHU1NSgpqaGXEeJRIITJ07A7XYjLS0N7777LkwmEwYHB5GXlzepIeNyufDJJ59Mel4YPbVbrd9feXn5pBIcer2eCPPeKIwnb2SO2+nTpyfVu5svNm7cOGHu3WwzG10XpmK8nLrBwUGsXLkSX/ziF2f1WFqtFgqFAmvXrp3R6+a7mG3BDa3vf//7eOSRR/Daa6+Rp32KovC1r30N3/ve93Dx4sU5Oa5Wq8XBgwdhsViQkpKCDRs2oKqqCiqVak6Ox3J7QNM0hoaG4Pf70dDQAJqm0dbWhrVr12JoaAg9PT0kPMPc+MViccxEwYSRkpKS8POf/xxSqRQffvghnnzySbLNj370I/D5fMjlcnzzm9+MGUN9fT2OHTsGlUoFs9lM5CDEYjFUKhW2b98OgUCA//mf/yHVbZWVlbDZbMjPz4dSqcTKlStRWFiIxMRENDQ0oKGhAR9//DGys7NJYrfFYsHWrVshFArh9XrHJO9PF4fDMcbDtxBEIhF8/vnnRFphdANoYFhDZ7o5n6NFOCmKIno9Xq8XDQ0NSEhIAJ/PRyAQgFQqhdfrxZUrV9DQ0IBly5ahu7sblZWV8Pl80Gg06O3txfXr16FSqVBeXg6TyYTdu3fD7Xajvb0dCQkJSExMxBe/+EVYrVYkJCSgqKgI3/jGN25YzX6mdHZ2kvZQtwKDg4Nobm6+qX2YzWbodLqYKElTU9Mt05KnqalpoYeA9vb2WZlvW1pakJSUhKGhIbKstrYWMpls1udzo9EIk8k04wT+G2l+fjMsuKFVW1sbY2QBw0m2//f//t8xXbpnE0afiOXOxW63w2w2T7g+JSVlTLK0VqvFpUuXwOfzMTQ0hPz8fKxfvx4rV64Eh8OB1+sl4p0MjY2NSElJwdWrV+F2u0FRFHJycuB2uxEXFwebzQaZTAatVgur1Yre3l7SI7CkpGTM5zw3Nxc9PT3EoLLZbDh79izuueceaLVaFBQUwGKxgKIoJCUl4dq1a7DZbJBIJGhpaYFQKITH40FtbS1omobD4YBGo0F3dzcEAgHxXMnlcgSDQRQWFo6bEzYe41X32O32eRcAHA+fz4dAIEASzcfzOjL6YOMx+n0Fg8EYL9JIzZ7r168jFAohJSUFPT090Ol0GBoagl6vR0FBAXJzc5GdnY1QKEQMNua1HA4H4XAYnZ2dCAQCcLvdMBgM5PNy8OBBFBYWQqfTYdGiRRCJRDMKy94sdXV182bUTQfGa3gziEQi0sh7Nvd7JzFb58NisSArKytGrV0mkyE/P3/Wz7dAIIBQKJxwvxaLBRaLZczyuZbTGM2CG1pxcXFQq9VjXMcajWZe4tYsdy5VVVWQy+XjTqw0TZNmziPR6/UoLy+H0+nEypUrx3hq5HI5EhIS0NbWBoqioNVq4XQ68fHHH0OtViMvLw9WqxVWqxW5ubl4++23oVar4fF4wOVyIZFIIJVKodFokJeXh+PHj6O3txcAkJeXh5SUFFitVphMJnz44YeklUtNTQ36+/vh9/tx5coVuN1ukoTOJOuLRCLIZDIUFxfH5Lvk5+dDo9GQdampqVi7dm1MiKyrqwsbNmyY9Hyq1WqcPn0aKSkpMctTU1NviQrEQCAAhUIBPp+PxMTEGd8/wuFwTDK53+8n5ygUCoHH4xFj6ZNPPkFHRwfq6upIpWlGRgYyMjKgVquxcuVKHD9+HHq9HsFgEOFwmCTac7lcmEwmFBQUIDs7G/Hx8cjIyEBycjIEAgGUSiUMBgM0Gg3UavWsCDvOlJE5eAtNUlLSTY+HUexn9kPT9Kzs905its5Hb28vsrOzxxhaOTk5s36+Q6EQOBwOtFrtuJINV65cGfeYo4th5poFvzs++eST+OpXv4r/+I//wKZNm8DhcFBZWYn/83/+z6w2oGS5+wgGg9i+ffu4hpbVasWrr74a0/rD7/fj2rVrKCoqglarRWlpKerr62Ne19zcDA6Hg/j4eEQiEVitViQlJWHZsmXg8/lYtmwZGhoasGnTJjQ1NUEkEoHP5xOV9sTEROJ5MRgM0Gq1MBqNRCCUoiiSMMpUDyYkJECr1SIajcJgMCAajUIulyMajaKyshIcDgcmkwkpKSlITExETk4ORCJRjIeG8bI89thjkMlk6O3tjVm/adOmKfM3rFYrNm3ahNLS0hu+JnMJo2MWDAZjqiKny0hDi5HOYHLW3G43QqEQLBYL8WD5/X489thjSE9Px3/9139h0aJF0Ov1aGtrQ3x8PPnN5XLB4XAgEAhI7opQKASPx0NfXx+Sk5PB4/GQmJgIk8kEnU4HYNjo1+l02Lp164zaG7GMZXTl4mhvJcvsEAqFSD7cyPsLRVFzUlXJeJm7u7vxpS99aUweH03T+NKXvjTmdS6XCy+99NKsj2ciFtzQ+o//+A9wOBw888wzRBxRKBTi29/+Nn75y18u9PBYbjO8Xi/sdjuAYbVss9k8bml4e3s7du/eHVMiHxcXh/j4eBQWFqK0tBTr168Hl8tFOBxGZWUlLBYLaUi6dOlSdHd3E92qixcvIhwOY3BwkOTsZGdnY8mSJdDr9QgEAvD5fIhEIvB4PHC73QgGg0hKSkJxcTH6+/tJg2aXy4VwOAwej4fi4mLS49Dv9yMajSItLQ00TRP9LQD453/+Z2RlZaGoqAiNjY3jlsRnZmaSEN9o1fDpYLfbb1kjC/hfD1QwGLyhMvWRrTnMZjO+/OUvk3XvvPMO+vr60NXVhaysLNLfkEmgj0QiWLlyJbhcLsRiMV566SX87ne/Q11dHXp7e8m5Z0KJEokEfD4fzzzzDJ588knQNI233nqLtPABhjsEUBQ1ribbnQYjljkeV65cuen963Q6BINB0tQ8HA4jNzf3pvfLEktraytaW1shEoli8qBKS0unLdFB0zSOHz8+LQkYJp920aJF4xpZtwoLbmgJhUL89re/xcsvv0yesgsLC6eVL8LCMprLly+TCi69Xo/e3l60tLQgMTGRuLJ9Ph+am5tRUFAAgUAAnU4Hm80GYNhj1dzcjLi4OLz55pugaRoGgwEGg4GEf+Lj41FfXw+73Q6aphEMBon3icfjQSwWo7OzEyKRCLW1tTAajcjMzERcXBzsdjui0SgxqtRqNTQaDQn7CQQC8ptpTMyEjh5++GFUVFTglVdeQU1NDZYvX07kSEYaFhUVFTh48OBNVWnRNA29Xj9Gq2nTpk03vM+5JhAIkJy2GzG0+vr6oNVq0dzcDLVaTRKwKYqCz+fD6tWrkZycjMcffxwvvfQSzGYztm7dirS0NLz66qtYsmQJampqkJCQAL1ej7q6OgwNDSEuLg5r1qzB888/j66uLrz77rtYs2YNUX4Hhp+w+Xw+Vq5ciQcffBCdnZ24fPkydu3aheTk5Fk7R9NhvtuTAMMT5tatWycMLd1sdKOtrQ3hcBgrVqy4qf0sJNFoFFeuXJkyv+hGr19rayvOnz9/0/tgtLJGGjoWi4Vo/E1FKBTCtWvXsGzZsnHzq0ZiMpkQCoWgVCrx5z//OWZdJBKBz+cbI54KgIgFzxcLYmiNp7w+Eb/+9a/ncCQsdxperxd79uyBRCLB0NAQKY/v7u4mRgmHw8FXv/pViMVinDx5EkqlEg8//DAJ2S1duhRr165FMBiEzWbDe++9h61bt+Kzzz5DTk4ODhw4gGg0inPnzpHSfKfTGSO4S9M0Ll68CKvVCmD4Sx8IBFBcXAyTyQSLxYJAIICsrCx4PB5kZWUhEolAIBCQVi1M9WIkEoFUKoXBYIBEIsG5c+eg1Wrh8XhgNBqhVCpjcniYUNXNMDQ0hAsXLsQ89RcVFd3S4ZZAIIDW1lYoFIoZq2x7PB58+OGH2LJlC6LRKAntAcMJ9IWFhXA4HBAKhYhGo6R4QCAQIBAIwOVyQSKRwGw2o6SkBFVVVcjLywOXy0VycjK+9rWvkZ6UwWAQcXFxiEajpFF1VVUVQqEQzGYzLl++jPj4eGzatAlPPPHEXJyqSVkIT8CNeiGny53QL9HhcMBkMt30w85415emabS3t08qszHVPoBhgyoajaK4uHhMgUwwGIzJeZ1oHw6HAwUFBfD5fFCpVBPec5joF0VR4+qj1dbWIhwO4/Tp02PW3RU5Wg0NDdPabiGerFhuXwKBAOrr62EwGMDhcHDt2jW43W6sWrUKRqMRra2t5DP1ySefwG63w+l0IjU1FZ9++ilomgafz4dOp8PRo0dRW1tLJtLm5mb4fD4kJSXhnXfegV6vh9/vR2trK3JycpCXl4cLFy6QakAmbCmTyYhXivGwBQIB+P1+8Pl8qNVqopvFJFszKuBM4n0kEsGWLVuwefNmGI1GJCUl4YEHHoBAIEBZWRkcDkeM52k2tHKcTieWLVs2J+2vZpORN2u/349IJIKHHnpoRqE2rVaL+vp6JCUlYffu3ejo6MCyZcuIqGlNTQ0MBgPsdjv5bDH5VgKBAG+//TZ6e3vx4osvoqenB2q1GiKRCFqtlhhkP/zhD8HhcGC1WtHX1wcAeO+994i3iqIo7NmzB4ODg6RNyeDg4GydpmkzWtJivpgPQ+t26+zBNE1m0Gq1SElJmZMKXybvMy0t7aZyqeRyOZKTk5GVlRXzsMM0qp+uhExubi50Oh3uv//+ScfT0tKCSCSC9PR0RCKRmHV6vR5PPfXUuK9zuVz4yU9+Mq2xzAYLYmgx7kkWltmksrISjY2N2LJlC/h8PjQaDbKysvDCCy+QUNjx48fB4XCQk5OD0tJS6PX6GHmF69evQywW4ze/+Q3+6Z/+CYsXL0ZOTg66urrw4YcfgqZpuN1udHV1QaFQIBQKQaFQwGQykb6FTEuWRYsWgc/nw+l0wufzITMzE5FIBOFwmOQflJaW4sUXXxz3/cjlchQVFcVUwh05cgQ+nw8cDgdisRgcDmeMRMVs4Ha7b/kEbIqi8N///d9knBwOh4RuZ8LQ0BCKioqQlpaGjo4OfPrpp7j33ntx/fp1RKNRdHZ24umnn8YPfvAD3H///SgvL0dfXx9cLhei0ShOnDhBmj6HQiHI5XI8//zz+P3vfw+tVovMzEw8/fTTAIZzhfr6+pCfn4/du3ejoaGBtGaiaZoYtkw3ACYxfjZRKpUTGuMj89Tmk5s1tBiPzMgHjpF0dnZCJpONmYxvZa5duwaz2UzOi8FgIFXNs00kEkF9fT3y8/NvqjsK0zN1tPcwEolMuzKZeThhmraHQqEJW+YwOoMdHR1juiWM7NARCARw8eJF8vm463S0WFhmC7/fj8zMTNJighGyY/L94uLiUFpaSkQKOzo6wOfzYTKZ4Pf7odFo0NPTg/j4eAwODoLL5WJgYADHjx8nzZVtNhvWrl0LlUqFNWvW4NixY/i7v/s7/O1vf4PX68WvfvUrvPHGG9i6dSt0Oh26u7ths9nA5XLJU7VYLCbG03333YdoNAqv10vCiSO5du1azP8dHR1ITEyc896gLpcLhYWFc7b/2cDn86GgoAAPP/wwWXbkyJFpeWT8fj9OnDiBaDQKk8mEhIQEmM1mdHV1ESO2ra0NSUlJsFgsOHv2LAYGBtDd3Q0+n4+6ujrw+Xx8/vnn6O3txbJly+ByuWAymSAWi/HnP/8Z1dXVSEpKgtlsRnV1Nalw7e3tRUFBARQKBcxmMx566CGIxWLU19ejtraW5Ia53W7U1dXNqswN08ZnZH7Y6PULYWjd7HG9Xi+uXbs2YScRpurtVkqQngq/34/NmzcTzxDTnm60ERMKhXDu3LmbNiIFAgFOnTp1U6rpV69eBZfLJfpWDL29vRAKhaQJ+2T09fWRKlxg2DETiUTG/Xz09PRAKBTiqaeemtRQ1+v14PP5RFvvrlOGZ2G5UZh8F4YrV64QjSebzQYOhxNzY/V4PDGTlt/vR3d3NyoqKlBUVISkpCS43W5IJBKsXLkSzz77LGiaxuHDh7Fv3z78y7/8C6RSKWpqajA0NISKigqEQiG8//77pA1LTU0NwuEwIpEImpqaYLFYiK6WSCSCVCqFVCpFQkIC0tPTwePx8Mknn6CoqAgXL16cshIqPj4excXFyMrKumERy1AohLNnz056Y1ar1di+ffsN7X++8Hq9Nxwm1ev1SE1NJb3V3n//fWi1WshkMixbtgy9vb1ob2/Hww8/jHvuuQerVq3Cxx9/jG3btmHFihU4ffo0uFwueDwekXxIS0uDSqXCpk2b4PP5MDg4SHJVXnjhBXLsI0eO4L777kNDQwNcLhfxwA0MDOCJJ54gYc/Tp09j5cqVY3TLboZwOIyPP/54wvULZWgBN5cqwoTbly9fPu56t9uNrKysW67zx/Xr19Hc3DxueKy7uxsymQxCoRA+nw9OpxOnTp0as53VaoVYLL7hzg7A8HX3er1wOp0wGAyTbhsIBCbsWajX64lsyUgPltfrnbTYYSRMBwamwtnhcODAgQPjesQSExMhlUqn9IY6nU6kp6cT7/985+uxhhbLLUkgEIhp4TAaptnuSEPq7NmzePjhh3HkyBHU1tYiLy8PnZ2d5AbOeKkYYbvz58+juroa+fn55Oag1WrR1dWFUCiEF198EdFoFH6/Hy0tLWhvb8eWLVuQlZUFuVwOvV4PAKRdT21tLfGQdHZ2IhwOw2g04hvf+AYqKiqwZs0axMfHIzs7GyaTCV/96lcRDofhdDrx4IMPIikpCfv27ZvDszqM2WwGn+voz1UAAEZ6SURBVM8ft/k1A4/Hu+VzWqarZj8SRv6DKUH/85//jEgkgrq6OvB4PGRmZuLJJ5/EsWPHcN9990Gn02Hx4sWgaRrXr1/HH/7wB4RCIVy/fh1r166FVquFSqXC5s2bYTAYYDQa8cEHHxCds+Li4nFDmdevXwdFUbj//vvR398Pr9dLjHyGuchbEggEkzb2XUhD62YYLTY7mrlKhqdpGmfPnp0wtDUVLpcLzz333IR5SF/84hfB4XDw4YcfYvny5eNux+VyUVZWdlOiwV6vF2fPnoXX652ywvONN96Y8CFPr9eDy+ViyZIlY84382ALgOQ7jgeHw0FcXBzRMOzo6EBtbe2427a3t0Mmk015/uvr65GdnU08WWzokIUFwwUTTqeTuI9H4/V6ER8fT5qUUhQFjUaDH/zgB9Bqtairq0NeXh7UajXRVrLZbHC73SRJvrm5GWlpaYhGo4hEIohGo0hISABFUSguLkZ+fj50Oh2uXLkCmqZRXFwMlUqF06dPY9myZfD7/ViyZAk2btyIS5cugaIotLa2IiUlBW63Gxs2bEBGRgaef/559PX14R//8R9x5swZrFmzhqi7M6XJdrt9TnKtxsNutyM1NfW277wwnqE1VWjos88+AzB8483JyYFUKkVubi4GBwdhtVrB4XAQCARgsVgQiURw5coVmM1mNDc3w+l0Ytu2bWhrawOHw0EwGMTHH38Mh8OBEydOIBQKwe/3o7y8HAkJCXC73SgqKhr3urpcLqxZswaJiYn485//jPXr12Pnzp0x28x1gvh4eDweyOXyG349TdPT0j8aDUVRN9UWZa4MrcrKSmi12gnXUxSFrKwsPPLIIxNuYzAYxqQAMCQmJpLP5Gjq6uqIxzYYDGLdunUzGPn42O12/PWvfx1Tlev3+9He3g4OhzOlbllXVxeKi4vHXScQCBAOh2G326f0UO7du3daXkylUjkm/4rBYDBMup7ZxuPxYNGiReR8jtcHdS5hDS2WWxKv14tVq1bFfIG8Xi86OzvhcDig0+nA5XLR0tICAEQE9MyZM7BYLCgtLcU999yD3t5eHD58GE6nExwOB7m5uSRZPTU1FQcOHMDKlSvJTZqRhUhNTUVeXh4+/fRTrFmzBqWlpWhvb0dmZibsdjvefvttCIVCNDc3o7KykrTU2bVrF773ve/h2LFj+MIXvgAOh0OqD7lcLpk809PTcebMGeJhsdvtpMptrnE4HMjJyZmXY80lXq8XqampiEQiOH36NEKh0JjJNhgM4siRI8QAq62tJU2wRSIRnnjiCQiFQtTV1UGlUqGtrQ3t7e2oqKgAh8OBTqfDsWPHEIlE4Ha78dOf/hQ8Hg+RSATZ2dmQSCRQKpWw2WzIzMyE1WrFvn370NHRgRUrVqCpqQn33nvvmLG7XC7ExcXB7/cjOTl53JDXjXiXIpEIMfon4vr16xOGI7u7uyESieB0Omd0XAa1Wo3W1tYZh3TtdvuElaLT6Y8XDocn9ehMZGgZDIZJ+6FWVlaSKtDJ6OzsnHBdXV0dkpOTyTkPhUK4ePHilKE+t9tNEt/5fD6OHDky5Timwmq1wmw2jzG0mGrT8fqDjt4OwKQSE1euXJmWAVVdXT2NEQOrVq1Cfn7+uOuMRiNSU1MnXA8Mt2J7/PHHkZeXR8bFiALPF6yhxXJL4vP5xtysz58/j8zMTCxduhR+vx+FhYXEEDMYDFAoFFCpVMToOX36NJqbm5GQkICXX34Zubm5+Pd//3e8+OKLqK+vB03TEIvFSEpKAo/Hg9VqxWeffYba2lrEx8eDz+ejtbWVNInm8/mora1FU1MTUZBPSUlBU1MTVq1ahbVr10Kj0eCtt95CZ2cnLly4QCZlj8eDd999F1VVVXC5XOBwOMSjtWXLFmRnZ9+UMGV/fz+6uroAgHjvJsLpdKK4uBg+n29a+3a73aioqBjjLZJIJOMaEXNNOBzGO++8Ax6Ph4ceeghqtZokDvP5fFRVVSESiSA5ORk9PT04evQoUlNT4ff7IZPJMDQ0BLPZDIlEgqNHj8LhcGBoaAglJSUYHByEw+GA0+lEcnIyKIpCRkYG+Hw+uru7kZGRAaPRCD6fD6PRiCVLlsDpdJLGtjweDwUFBRgaGsLixYvR1NQEh8NBznUkEoHf7yeNpQ0GA8nBGQ0jAzIR401mdrsder0emzdvnvB17e3tE3okrFYr8vPzSceBmRIOh6FSqcb0CJ0KsVg8qYd1KqFLpvfnRNv5fD7icRzJyZMnsWzZsnFfQ9P0GImF6RCNRnHq1Clyfdrb20lzcGD4M8DhcPDEE09MKl3A5XLxzDPPzKrcRm9vL6xW6xjvmM1mQ01NDfbs2TPp65k818k8eMDNC8xOh2g0io6ODphMpknvd729vSgqKiJGq9FoxMWLF+d8fCNhDS2WWxImLHTmzBni5nW5XKTCjM/nQ6/XQ6vVQiAQoLu7GzweDxRFwWg0orKyEqmpqdDr9Vi+fDkqKytx6dIlDAwMIDMzk2hkRSIR0kzZ4/FAr9dDLpcjLy8P/f39UCgU2LlzJ5RKJZqbm6HX6+H1epGWlga3202U4cvKyiCVSsHn88nk/MUvfpEkfx45cgQHDx6csPfWzdLZ2Yni4mKIRCK88847KCwsJDdxq9WKSCRCZBASEhJw9erVCffV29sLo9EIHo+HNWvWED2nkU1iAeDSpUvjepFmC5qmUV1dHROK4nA4SEtLg9/vR1lZGWpra9Hf3w8ul4uKigqo1WpotVpkZGRgaGgI9fX18Pl88Pv9CIfDaG9vB0VR4PP5kMlkRBIiLi4O4XAYDocDIpEIQqEQKpWKSDiYzWZ4vV5oNBoAQHJyMukEEAqFEAqFcPz4cQgEAvz4xz9GOBzGZ599Bq/XCz6fj9///vcA/jdpOz09HadOnSItRMabzK9fvz7jcLLVaoVer59UR2xwcBAnTpwYdwJvamoiwrjjERcXN6l8BiN7Mt+hGY1Gg3A4HDPhjnwwqK+vh9PpHPPw1tTUNKEuld/vj7nmk9HS0kKM5VAohKSkJJLMbbVasXLlypjzff36dfzsZz+b1GPpdDrB5/NnNcSvVqsRiUTG5Ee5XC709fVNaVQ6HI5x9d14PB6USiU4HA46OztRXV2NuLi4WTMSh4aGxlQsOp1OXLp0CWvXroXRaBzzGi6Xi4yMDLjd7hiv5eDg4KShxrmANbRYbkkYF7XRaMSBAwcAYEwVi9vtxpe//GVwuVwcOXIEKpUKJSUlcDqdWLNmDb773e/iP/7jP/DII4+Ax+NBq9Xixz/+MfLz8xEOh5Gfn4/+/n7Se06n08FqteI73/kOPvnkE3znO9+Bx+OB2WzG//zP/5B2EFKpFIWFhaAoCnFxcdi9ezfEYjE6OjrA5XLh9/uJRARzU5rr5MtQKIS0tDS4XC6Ul5fH5Pv89a9/hd/vn3ai/eHDh/Hd734X9fX1CAaDCAaDeOCBB8Y0ak5KSsLSpUtjvB8ul2tcr4JIJJq00bNarSa97lJTU7Ft2zZotVrExcVh27ZtuHbtGi5fvozW1lZcuHABa9aswZo1a2AwGOD1erF06VJcuHABVqsV27Ztg0wmQ35+Pux2OwKBANRqNdxuN5YsWQKhUIicnBzk5uaSyi5mUmVyr6LRKDGypFIpxGIxHA4HsrOziVJ/JBIhybhSqZR0JdixYwfJC2EMbcabMbISlvHa7t+/f4wRCwxP9Pv375/WNWPo6urCwMAANBrNhIUCubm5EyYip6amYs2aNeN6WmiaRkdHxxjPJuOZBUD6es63XpVOpwOHw5nQcDGZTFAqlTFGIk3TsNlsExbdBINBJCYmThlGZR4ERoZ/RzZ1Lysrw2OPPRbzmkceeQRWqxWHDx+e0JBiChdmUzfLYrGQh5KR19Hn88FisUyZVB4IBJCcnDxmTBRF4ejRo6AoCn19fejt7b2hXL2J0Gg0SE5OjvlcMp5nm802bpEH02Te4/Ggs7OTvF+r1TrvBR+socWyYOh0ugl7TjHq6kajEc3NzaBpmvxEo1E0NDSAw+Hg4sWLOH/+PM6dO4cvfvGLeOONN2AymcDlcvH666+joaEBEokERqMR9913H/Lz8+F0OnHu3Dl4PB50dHRg8eLFEIvFoCgKarUaL774IiKRCLq7uxEfHw+fz4f8/HwcOHAAFy9eRF5eHmQyGZKSkkiuk81mI8nxfD4fPp8PdXV1AECUxI8cOTJn3h8m98vpdI4xaCiKQm5uLt55550pnzCZZslCoRCrV69GS0sLli1bNu5Tf0JCAhwOB9LT04ln7/333x+TL9Hb2wu1Wk3aZTCMvNG3t7dDpVJBIBCgs7MTH374Iamm+stf/kJyYDZu3Ijy8nK43W68+uqr8Hq9eOCBB/Dhhx8iEAigpKQEjY2NcLvd0Gg0SEtLg06nI1IL5eXl4HK5SEhIIAUN77//PjweDwKBADESlEolyeWz2+0kB4jppZiQkAA+n4/k5GSIxWLYbDakpaVhyZIlMJvNMBqNUKlURIaD8RCNl6zv8/lINdZImP5wkxEIBPDpp5+SCVKn00EgEOChhx6acAIfXTE2ekwjvRp+v5/oeo23PSPgyxjb4XAYHA5njKFltVpjpFimg9PpnHZPOpvNRjotMOOiKIqM1eFwkIIXhnA4jKGhoQmT5JnP9HT05LKysmIeBJn3HwqFEAwG8dprr6GrqyvG+AgEAkhJSSFitR6PZ8wYRwuwjr5WwWBwXC8Usx1FUbDb7WS50WhEMBgkTemZe6rX64XL5YrZl9PpHPfzyufzSU/ZkcczGo1IS0uDxWIZ95wy5yQcDk8Y4p2omMVut8Pj8cScj1AoBJFIhHA4TKqkmb6kzDwxNDREvtfMvW+0zM98wBpaLAsCRVE4efLkhKKbW7ZsweXLl8nkxrSnCYfD8Hg8pEXM+fPncfLkSWzduhUSiQSVlZUIhUJYsmQJ6urqyBduzZo1SE5ORk1NDV599VUSUpTJZPje976HxsZGuFwu9Pb2YsuWLbBareDz+eBwOCRHhzFgDhw4gFAohMWLF5NE3QsXLuCxxx6blk7MTIhEItMSWWS8MNXV1eQGCoCoK+/YsQMejwfvv//+mNCP0+nEvffeC5lMhtbWVmg0Guj1eiiVygkFIIHhCfvEiRNoaGgggoI7duwg56Svrw+VlZXIz8/HPffcA5/Ph4SEBBKiEwqFuHLlCi5fvgyZTIa8vDxs2LABfD4/RpbD7/ejqKgIcrkcO3bsICGD+Ph4LF68GFu3bkVbWxsikQguX74MDocDmUwGrVaLpqYm8mRrsVhw8uRJ2O12Eubxer1k7IyoJdPnUKfTxXgmGLFRhUIR4xHicrmkv+T7778Pl8tF+rABwx4fZhKmKArBYHBaIRU+n4/XXnttzHJGPJfZXygUIteUae1UUVEB4H8NkKlgPmcj3ysAMomNt49oNEpEWBmYUPJIYysajZJw7WTvZTRcLpccYzKYXCoOhxMzlpH/0zSNq1evjjEABAIBWltbJ9w3h8PBuXPnYo418vd4RCKRmAcKRiiVuZeN3j8DM7aZhNs4HM6Y8zr6niEUCsk+mVw2Jjw+8lhSqTTmf5FIRPY9+ryOhqZpCAQCiEQicDicmPcfCASItxgY/sxO5t0ej9TUVGRlZZF5gMFqtUKhUEAikUCtVkMgEEAmk5HznJSUBJlMFnPP43K5UCqVuH79+ozGcDNw6NtJKvcWwuVyQalUwul0zriB7d0KRVGIRCLQ6XS4du0acnNzSX7UaFwuF77zne+gtLQUK1asIC1JTp06hZ6eHrhcLpSVlSE5ORl6vR67du0iSY7JyckIBAJoamoiie5Go5GEhUKhEGkczNx0gsEgxGIxXC4Xdu/eDZvNhgMHDpBS966uLhQVFeHEiRPYu3cvpFIpVq9ejbS0NFRVVaGhoQFf//rXb0rLZjQ0TeMPf/gDkpKSptz28uXLKC0tRW9vL55++umYHJvk5GQkJiaitbUVoVCIVBaFw2HQNI1f//rXiEajSElJIYZAWVkZyX+bDJVKRZ74zWYzSUTXarUwGAzYtGlTjESByWTC9evXkZ6eDrPZDIqisG/fPhLq8nq9EIlEGBwcJAnjHA4HHR0dRFtHJBJhyZIlMJlMMJvNRNnf4/GQvLtIJELU+CmKglgshlgsRjAYJE/TTJNnZkJmbuIymYzIeTAVqcyNfOfOnTGhUrPZjIqKCnC5XPD5fKxbtw4KhQLr169HfX09XC4XHA4Hmfi6u7tRVFQEHo9HDATmWo/8DWCMB4SBUd4Ghr1hAwMD2LVrFzgcDpqamrBkyRJEIhHYbDaS3M7g8XhImGik94JR8o5Go2TfNE2TfC3GaGS8RIynj9mWOc9utxtyuRxxcXFQKpXEyHC5XMSLMNJrwxi2I2GuRyQSgUKhIK2mGJh7AWPU8Xg82Gw2yGQyyOVyeL3emA4LFEURjx9TPTryWKMNDiZcPHJCZ/5mvOWTSUWIRCIoFIoF0yMbz6BjsFgsEAgEyMvLi/leTmXcTbU+GAzCaDQiNzcXvb29KC8vJ+usVis2btxIztlk52+i4wgEgnHfU3NzM3JzcxEfHw+3203STKbC5XIhMzNz3uZv1tC6QVhDa/gmf+XKFdjt9knLyYHhqiK73Q6lUgmJREJaS4z3xerr68Mnn3yCiooKfOUrX0F2dja4XC6MRiNomsbly5chEAhIouPAwABSU1MRCoXQ29tL2qiYzWby9JKeng6PxwOPxwOapuFwOLBlyxZQFAWLxYL8/HxkZWWhpaUF+fn5iEQiMXkzbW1tWLp0KTo7O7F582aIRCKsXbsWIpEIFy9exKOPPjrrmkcOhwOXL1+esF3KSH7/+99DJpMhMzNzTNm43+/HhQsX4HK5sGfPHiiVSlgsFpw/fx5KpRI5OTmQSCQxeXFerxdyuRxGoxFOpxPRaBT5+flkwmlubobf74fVaiUTtt1uJwZbbm4uFAoFMXQ7Oztx+fJlkh/BvIbxGkokEvh8PlitVuL9YDSZ5uIWJRKJiFL/SNkNxmBgvGXMNQ0GgyTJnjkHwWCQGDIymQzhcBihUIiU5ctkMuJpZAxwJrk5EonAarWO8QgxUBRFJCAYRvbIHKlXxRiGCQkJRMaECQ+Fw2FIpVJEo1GyjvFmCIVCEsYZnZM1MvTHfE+ZMKFQKCTfq5FeGJFIRKRMRreSksvlZKJkfk+WwxONRicstAgEAsTryJw7h8OBQCBAJvHR38XExESyfUpKyrgTvd/vx+DgIPh8/pjxMyiVypvSGZstQqHQDemCGY1GpKSk3JSK/HgwObPp6emQSqUxlZx8Pn/G/Ueny/Xr15GXlweFQgGRSDTt1Ayfz4eDBw/O2/zNhg5Zbpje3l5IpVJs2bJlyi/SmTNn0NjYSMqCR7r1BwcH0dDQAI/Hg6ysLNTW1sJms8FiseDzzz8HRVHw+/0QiURQKpW4cOECZDIZ0tLSMDQ0hPT0dEgkElAUhUAgAJPJhKSkJITDYezYsQNxcXGgKAq9vb1YtGgRxGIxfD4fUlJS0NHRAZvNBofDga6uLrjdbmi1WiQkJKCzs5MksYtEIrhcLqhUKmRkZODw4cOIj48Hj8fDtm3bcOrUKTidTnzhC1+Y9FwwFX2jPRjhcJhUMUYiEaI8z2iD+f1+okLNGD7A8A2OyY8Qi8UoKioiYSxm/263G8nJyUhNTcWpU6eQmpoKi8VC5CmA4cmPy+WSFkJMeLazsxMWiwVmsxk8Ho+0PWLyHoDphzdnwo0mUzMGwcjfTJNbxrvChDmYhHc+nw+lUklCH0xYw+fzxfRE8/v9xFiJRqMIBAJQKpVwOBxwOBzgcrkwGAygKIrkcnE4HMjlcpLnxRyf8aTIZLJxQ2eMsckYQDRNQyaTEU8l07OQSXh3u91wOp1ElysrKws+nw8URUGpVMLv90OhUCAlJWVMGGik4QsMfxYZb9Ro4uPjJ1XjZ6pfp/KA8Hg8SCSSSbebaL1AIBjjOe7t7cXOnTunpXk1EYwm30RyD7cS4zVuHo3P58Mnn3wSs8xqteKb3/zmTeWKut1uoto+cr95eXmTphrMBZ9//jnWrl07obD1RMx3r0PWo3WDsB6t4V5sK1asILIBE+FwONDX14fm5masXbsWXq8X9fX1WLx4MYBhEcnk5GSIRCLU1tbC4/FAKBRCIBBgx44diI+PR2dnJ6qqqjA0NIRr166hoKAAxcXFpIkvIzTa1tYGl8sFqVRKbuZMQi3TgxBAjDHC5/NJo2bGK6RSqchE6na70d/fTyZUxguTnZ1NDMZAIIA9e/agp6cnxsgRCASgaRomkwl8Pp90sVer1cRw4XK58Hq94HK5cLvdCAaDxEPI5BvweDyyr+zsbPD5fLjdbiLcajabkZeXh+zsbFAUBZFIRJ7yzWYzecKnKAparRahUAgURRGDJBqNknAWkzcz8lwxxsB8V5ONhBkfM8kwCc/M/xRFQSgUEkOG0atirjWT78MYXSOvE8Po2+HIiZ65dgyMITJyGz6fTwwkxihi8kYSEhJivDCjX8vg9/vhcDigVCpjjJrR2470KLlcLvh8PiQmJmLdunXgcDikRVRGRgbMZjOCweC4OYQJCQljNNxuNAReUVGxID0yORwOysvLbypcd/XqVeTm5o5bAXo7wqRYzLbxw2gQjvaKpaSkzGrqxHS4ePEimSNmwnzP36yhdYPcTYaW1WodV1DxzJkzeOaZZ8Y8WQ0ODqK5uRk+nw9cLhdXr16FWCxGXl4eEhISSHWc2Wwm+ihMdY9erycVJlwuF6mpqSTZmjFERibJ+v1+CIVCIkMAxHrLmAlZJpMRQ0csFkMgEBCjhkl053K5xAvAeHgUCgWCwSDkcjkpI2Y8OswxmDwfqVRKqvYYY4lZx7yO8RxM9iQ/nYTbuwHGG8UkVzPG3uiEXYZwOAyxWEwMKbfbjfj4eDL5Msa7XC6fMKF3KsZr+j3e60QiUYxHaCbXMhKJYNmyZVN6fEbidruh1+uJvAcA0n4qJSWFVNfdqBDpRIxOGWhoaJhSXfxGmen3YbJE+/Ho7OxEQUFBTAHE7czAwACSk5NnbIRMRVtbG/Lz80ml9XjM1/njcDhYtGjRjA28QCCAf/7nf2ZDhyyzi8lkmrIru8PhQHd3N3mKZm5UcrkcCoWCVA+Fw2FEo1GEw2G89tprY4TuDAYD4uPjERcXRzwg6enp6OnpQVtbGzweD9RqNSnDZUp0KyoqwOPxxnSHZ7wsEzFePgXjuWCO7/F4YipvABBvRyAQmFBgcapzNpLJ3NGjb0h3wo18PBgjlzEymGRngUBABA0ZI5bD4cDr9RKpBCbHIzk5mRhHIw0NiUSCjIyMMcYH8z8jRcGgUChQUlIy662NZlOpe7aOxfRdZPowAiAPDBwOB6FQCPHx8ZPubzrHcrvdpAOB0+mEyWSKCUOFw+FZy1WMRqPQ6XTT8qJOJHEwkwmYCS3P5/WdS5g8utl4PyP3kZ6ejvvuuw/19fUTFjPdCC6XC3q9fl7O/3S7YswWrKF1G0PTNOx2OynZHRgYgM/nQyQSgd1uRzAYJOEyh8OB3NxcUjXk8/ngdrtJVZTf70cgECCVSjabjQg2jgwlMTlEt7KhMFJDhmUsfD6fhLCY8nAmjw343wmaqcbicrmIj4+HQqFAXl5eTJUWY3CvWbOGTOoT3SiZcB6j4pyWlgabzYaMjAyIRCKSdzfZZ2uifTOvGdkSiOkcMPKJfnT1GiPNMNH+xzvedLYZb2xzzT333INgMIj169cDGB4X09Saw+GguLj4pr0btbW1ePzxx5GSkoKamhoUFBSMqYqdrYmSKd1fuXLlpNtptVpcvnx51r11LONTWloKr9eLAwcOTJk2MhOOHz+OwsLCSbsazBbT1WebLdjQ4Q3ChA5ZWGYCY+AwT88jjVbmaXq0sTJaS2i8JOXRyxgjYrJtJmKyPKXxmMy4mmi/IxPVZ0PElfGUMTo+wHAIjgknTjWe6Y6bGfNswIhUzuYTPCNNwOx/pEcjLS3tpo/F5/OhUqnA4XBgtVqxYcOGaX+uboSJKgRHwuVy8cADD9zxKRx3Ou+88w4OHjw4Lx6t+U79YT1aN8mtkKPFeLaYku6JkMvlCAaDZHJnEqGZ0FwkEoFEIkEoFBpzk2bWu1wuuFwudHV1xTwVMOXqS5YsQUFBAYLBIGmoy2gbMX0Emea7aWlpkEgkJIw0ssw8Go2ip6cHXC4XYrEYGo0GLpeL5D0xocGSkhLI5XJkZGRAKBQiPj4eKpWKVOkxRoDb7Ybb7SavZX6Y4yUmJpIKvrmgo6MDra2tY4yKcDgco9S9ZMmSMV6HzMzMGZdHUxSF2traGeWoACAaSCNheobd7IQ6MqQYDAbx0Ucf4f7777+pfTIw13f0ssrKypjWKDeLz+ebtdYiDocDoVAIK1asQCQSQWdn503vm2kXNB8wSf63ApcuXVroIbDcJHdS2HY0rEfrBrmbkuFZWOaCq1evzmmZdTQaRXd394yNzfkkLy+PhEoWL1484ybSLCx3Coy23XzAVh3eJrCGFgsLCwsLy+3HfM/fcxdcZ2FhYWFhYWG5y2FztG4QxhE43wqzLCwsLCwsLDcOM2/PV0CPNbRuEKvVCgDIyclZ4JGwsLCwsLCwzBSr1Tov6gGsoXWDML2V1Go1K/OwwLhcLuTk5ECj0bD5crcA7PW4dWCvxa0Dey1uHZxOJ3Jzc2fcI/FGYQ2tG4QpU1cqleyX5hYhLi6OvRa3EOz1uHVgr8WtA3stbh3mUgMu5jjzchQWFhYWFhYWlrsQ1tBiYWFhYWFhYZkjWEPrBhGJRPj//r//b94E1lgmhr0Wtxbs9bh1YK/FrQN7LW4d5vtasIKlLCwsLCwsLCxzBOvRYmFhYWFhYWGZI1hDi4WFhYWFhYVljmANLRYWFhYWFhaWOYI1tFhYWFhYWFhY5gjW0LpBXn31VeTn50MsFqO8vByXLl1a6CHdUbz88stYu3YtFAoFUlNTsX//fnR2dsZsQ9M0XnrpJWRmZkIikeCee+5Ba2trzDbBYBB///d/j+TkZMhkMjzyyCPQarXz+VbuOF5++WVwOBx873vfI8vYazF/DA0N4emnn0ZSUhKkUilWrlyJuro6sp69FvMHRVH48Y9/jPz8fEgkEixatAg/+9nPEI1GyTbs9ZgbLl68iL179yIzMxMcDgcff/xxzPrZOu92ux1f/vKXoVQqoVQq8eUvfxkOh2Nmg6VZZsy7775LCwQC+rXXXqPb2troF154gZbJZPTg4OBCD+2O4f7776dff/11uqWlhW5sbKQfeughOjc3l/Z4PGSbX/7yl7RCoaA//PBD+vr16/STTz5JZ2Rk0C6Xi2zzrW99i87KyqJPnz5N19fX0zt27KBXrFhBUxS1EG/rtqempobOy8ujy8rK6BdeeIEsZ6/F/GCz2WiVSkU/99xzdHV1Nd3f30+fOXOG7unpIduw12L++PnPf04nJSXRn332Gd3f30+///77tFwup//zP/+TbMNej7nh+PHj9L/8y7/QH374IQ2APnr0aMz62Trve/bsoZctW0ZfuXKFvnLlCr1s2TL64YcfntFYWUPrBli3bh39rW99K2bZ4sWL6X/6p39aoBHd+ZhMJhoAXVFRQdM0TUejUTo9PZ3+5S9/SbYJBAK0Uqmk//CHP9A0TdMOh4MWCAT0u+++S7YZGhqiuVwuffLkyfl9A3cAbrebLioqok+fPk1v376dGFrstZg//vEf/5HesmXLhOvZazG/PPTQQ/RXvvKVmGWPPfYY/fTTT9M0zV6P+WK0oTVb572trY0GQFdVVZFtrl69SgOgOzo6pj0+NnQ4Q0KhEOrq6rB79+6Y5bt378aVK1cWaFR3Pk6nE8D/NvPu7++HwWCIuQ4ikQjbt28n16Gurg7hcDhmm8zMTCxbtoy9VjfA888/j4ceegj33ntvzHL2Wswfn376KdasWYPHH38cqampWLVqFV577TWynr0W88uWLVtw9uxZdHV1AQCamppQWVmJBx98EAB7PRaK2TrvV69ehVKpxPr168k2GzZsgFKpnNG1YZtKzxCLxYJIJIKUlBRotVooFApwOBwolUoMDQ3B5XIt9BDvOGiaxt///d9jw4YNyM3NhcvlQm9vLwBAKpXGnPOEhARoNBq4XC709fVBIBCAx+PFbJOUlAS1Ws1eqxnwwQcf4Nq1a7hw4QJcLhcoikIwGGSvxTzT29uLV199Fd/97nfx4Ycfoq6uDn//93+PaDSKgwcPstdinvn2t78Nk8mEkpIS8Hg8RCIR/OQnP8FDDz3EfjfmGZ/PR87VVOfd6XSitbUVfD4fCQkJMftJS0uDwWAAABgMBqSmpo45VmpqKtlmWtygp+6uZWhoiAZAf/zxxzQA9of9YX/YH/aH/WF/bsMfPp8/Zo6/99576W9+85s0TdP0v/7rv9LFxcVjtiksLKRffvnladsNrEdrhiQnJ4PH48HtdgMANBoN4uLiFnhULCwsLCwsLNPB5XIhJycHFEXBbrfHeLVMJhM2bdoEAEhPT4fRaBzzerPZjLS0tGkfjzW0ZohQKER5eTkuXLgAAIiLi2MNLRYWFhYWltsMPp+P06dP44knngAA6PV6tLS04N///d8BABs3boTT6URNTQ3WrVsHAKiurobT6STG2HRgm0rfAO+99x6efvppUBQFp9M5I0NLp9Ph7Nmz4PNZG5eFZbagaRo5OTnYunXrQg+FhYXlFsflckGpVOIrX/kKTp06hUOHDiExMRE//OEPYbVaUVdXBx6PBwB44IEHoNPp8Mc//hEA8I1vfAMqlQrHjh2b9vHY2f4GePLJJ6HVavHDH/5wxq91OBxYvnw5Vq5cOfsDY2G5S6FpGu++++5CD4OFheU24uWXX4ZUKsUTTzwBv9+PXbt24dChQ8TIAoDDhw/jH/7hH0h14iOPPIJXXnllRsdhPVo3CGMRz9Sj1dLSApqmsXz58jkcHQvL3ceRI0dw8ODBhR4GCwvLLc6Nzt83CqujNc9EIhFwuexpZ2FhYWFhuRtgZ/x5JhqNsoYWCwsLCwvLXQI7488z0Wg0Jv7LwsIyO7BZECwsLLcirKE1z7ChQxYWFhYWlrsHdsafZ9jQIQvL3MDlchGNRhd6GCwsLCwxsDP+PMOGDllY5gahUIhQKLTQw2BhYWGJgTW05hk2dMjCMjewhhYLC8utCCtYOs/cTR4tjUaDU6dOQSqVLvRQWBaYK1euzPkxjEYj/uu//gscDmfOjzWaSCSC0tLSeT8uC8utyEza0ywEPp9vXo/HGlrzzN3k0fJ4PFi9ejVWrVq10ENhWWBomsaXvvSlhR7GnMGKpbKwDPPOO+/c8t8Fl8uFr33ta/N2vLtjxr+FuJuS4SORCNvTkYWFhYXlrubumPFvIe6m0CFFUXfNe2W5u+FwOKyOFwsLsCCh+1sd1tCaZ+6m0CFFUaxHi+WugM/ng6KohR4GCwvLLcjdMePfQtxNoUPW0GK5W2ANLRaWYTgcDqtnN4q7Y8a/hbibQodsjhYLcHc8XMyVoRWNRtHY2IhAIDDr+2ZhmQsEAgHC4fBCD+OWgp0F55m7LXR4txiVLBNzN3g2+Xz+rE8uf/nLXyAUCkFRFBISEqBSqWZ1/ywscwHz0CESiRZ6KLcMd/bd7xbkbni6Z7gbJthblVAohFdeeQXNzc1QKBQLOpZwOAyNRoOKiooFHcdcolar8f7774+rGed0OgEASqVy2vuLRqPo7e1FUVERDAYDzp49i/j4+NkaLgvLnDEwMIDPPvsMYrF4zo/ldruxffv2GR+L1dG6w4lEIneNl4c1tBYOv9+PrKwsLF68GA8++OCCjsXtduPChQvYu3fvgo5jLqmoqEBRUREyMzPHrGtoaACAGenJ+Xw+nD59Gvv27UNDQwMkEgkWL148a+NlYZkrTp8+jZUrVyIlJWXOj3Xy5EmsW7cOiYmJM3rdfOtosbPgPHM3ebTYHK2FIxgMgsvl3hLu+7vB4J4sRysSicw4OTgQCJCndDbnheV2Yj4LQ3g83m2ReH93zPi3EHeTocXmaC0cwWAQHA6HNbTmickmF4qiZmwoBQIBcu1YQ4vldmI+P69cLheRSGRejnUz3Nl3v1uUu0XQ7W6YYG9VgsEgANwShtbd4NmcLBmeoqgZTwYjPVpzkWjPwjJXzKdHi8vl3hYerTv77seyoNwNE+ytyq3m0brTPZtThQ5naigFg8ExoUOr1YqBgYEpX8vj8bB8+fI7/pyz3JrMp0frdgkdsrMgy5wx1QR76NChW8IQuBM5c+YMhoaGkJycjISEhBm/vre3d9Zc8n6/H8FgcN6r5iiKgl6vnxdjn9G5Gq/6yePxgKbpGVV/+v1+cDgciMViUBSFQCCAaDQKoVA4rkc8Go3C5XKBy+UiFApBLBazhhbLgkBRFPGoz8exuFzujNNx5rtd1m1laNE0jZ6eHoTDYRQXF9/UDfTixYv41a9+hbq6Ouj1ehw9ehT79++fvcHe4RiNRtjt9km30el06OzsHHddOByG3W7HAw88MGadz+eDwWCYlXHOF+FweEZjttlsCIVCczae3t5epKSk3LChNTQ0hBUrVszKWKxWK/x+P7Kzs2dlf9PFZrMhPz8fOTk509re6/VOWvbN4/EmrG6yWq3o7+8fV95Br9cjGo0iKytregPH8HegsLAQ8fHx8Hq90Ov18Hq9KCsrG9fQcjgccDqdUKlU0Gq1kEgkSEpKmvbxWFhuR9RqNRQKxYzvcYFAAL/85S/naFRjuW0MrYGBAezbtw8tLS0AgJycHHz00UdYvXr1De3P6/VixYoV+Lu/+zscOHBgNod6x0PTNE6cODHlRBwKheD3+8ddZ7FYIJVKx11/+fJlKBSK28rb1d3djUAgMC2vRTgcRnNzMzIyMuZsPG63G2KxGC6Xa8aeqUgkAp/PB4vFMitjsdvtCIfDs7a/6WI0GiESiaZ1XJqm0dHRgeTk5Am3MRgMWLZs2biGDk3TExqSbrcbkUhkjJE2ODg4qbHd2toKDoeDcDgMh8OB1NRUWP//9u49KKrrjgP497KwuwjsBlBEfADGRKSADxTjIxFjQhI0JpNpxjhqSDtNRydGjZ02pra1zcRgpjOZTqaNqWnG/pFGbUeTinFSiVF8gEB5GETik5cIrLx2l8fusrunfzh76/Lcu9x7d+/y+8wwI3fPvedwj7v3t+ee+zvt7UOWNRgMCAkJQVtbG3p7e2E2m2mRaxLwTCYT+vv7BX/GSfkldygcU8i7cd26daisrMSePXug1Wrxxz/+EQ6HAyUlJWM+Nsdxgke0TCaToASEhBAiJVcA6PpIH8tDN4H4wM54edrbWxzHKe4cueZneXPr0GazwWg0QqfTSdE0N4oZ0Tp//jwOHTqEFStWAAAyMjIQHx+Pvr4+hIaGSl6/1Wp1u+9sMpkAAEePHsVLL70kef2Bqrq6Gg6HA2lpabLWm5+fj/nz5484gjFW9fX1aGpqwtKlS8d8rOLiYkyaNAkzZ84UoWXyq6mpgdVqxbx583zdFK/9+9//xqpVqxAeHi5ovy+//BK9vb3YsGEDv+3evXuorKzE008/Pex+hw4dwvr162Gz2XD8+HH8+Mc/9qg+k8mEf/7zn5g1a5agdgL3s9hfu3YNGRkZgvZLSUmR9L00Vnl5ecjMzPT5Kgn+qrm5GT/88ANWrlzp66YIUl5ejrCwMMyePVvQfnIPlCgm0GppaXHLjDxt2jSEhoaitbUVCQkJktefm5uLP/zhD4O2yzXpL1CpVCrZh3GB+2kPpF6oV8w6VCqVIvLFDEfp7Qfu96c3/1ftdjucTiesVivu3LkD4P4cOE+zWYeEhAh6XF6n0+GFF17w6hH77u5udHV1CbpwGY1GlJeXIysrS3B9cpEz5YASBQcHK/L9SXm0RDbUsGZQUJBs8xDeeecd7Ny5k//dZDJh+vTpFGiNka/eKFqtVvJAS8w6lB6oKOUDcSRqtdqrQMu17FZJSQksFgt0Oh00Go3HS+pwHAeVSoVDhw4BuB+4rV27dsRv5N4uf2Kz2XD58mVB8wdjY2NRXFyMhoYGr+qUQ0dHB+rq6mA2m0U53qRJk2S5kyIXpX6+UB4tkTHG8Oijj7rNHeju7sb8+fPdArCOjg5J6tdoNENOzqZvSWPjqze4RqORPEgWsw6lfhC6KL39gPf9yRiD3W5HXV0d1q9f79XT0i+//DL/79LSUrS2tkpy68ObHEgcx2HRokV+HWi1t7ejvr4ePT09Yz5WZ2cnJk2ahMcee0yElvkHpb4/ldJuxQRaBw8e9HUTiAR89UbRarXo7u6WtA4KtP5P6e0HvB/RAoDU1FQEBQWJktNLp9OJNjIzkLeT4JOTk0VuibgYY0hISPA41cdIXPOZAolS35+uvHH+TjGBVk5OjqjH6+7uxs2bN/nfa2trUVlZiaioKMyYMUPUusjwfDmiNdyj8mIR89a2SqVS9G1qpX6QP8jbOVoAMH/+fNHaodPpcPfuXdGON5BCHkQXRMw5WnJMO5CbSqVS5N0ZunXo5/773/+6PWHhmn+Vk5ODv//97z5q1fjjyxEtJX1YKj1QUXr7gfsjWiMlNJWLTqdDa2srP/eLjE7MQCs0NHTY/IBKpdT3p1KW4FFMHi2XyMjIIYe3XctVzJo1C6+99hp+8pOfSNoO1+OhBw4cQGpqqqR1BbKOjg7cvn0bCxculLVes9mMc+fOIT4+XtJ6Ll68iNjY2DEfx2g0oru7W1B2cU84nU60tLRIPophsVjQ2dkpaZJWqZnNZrS3tyMsLEzQfkaj0atUC7W1tUhMTBzyNYPBAJPJNOStyIiIiDFlhR+pXqXq6OiASqUSZV4bYwx1dXUBdY4YY6ivr5flCX4xmc1mWCwWwQ9/2Gw2HDlyhPJoDed3v/sd9u7di+eeew4ZGRlgjKG0tBTffPMN3njjDdTW1mLLli2w2+14/fXXJW/PU089JXkdgcyVzXry5Mmy1hsTEwOtViv5t6Ho6GhRbvm1tbWhra3N4yfVPGUymWC1WiW/aPT29qK+vh5z5syRtB4pORyOUZedGkpISIjXF/j09PRhXxvq/y5jDJcvX/Z6xQwXMW91+gPXrda4uDjRjhlI58j1RUtpf1NHRweMRqPgzy+LxYIjR45I1KrBFBdoXbhwAe+99x42b97stv2vf/0rTp06haNHjyItLQ0fffSRLIFWdHS0LBFxoNLr9bh3755Pvh0qKflnU1MTbt26hSeeeELU4zY3N+PRRx9FZmamqMcdqKurC4WFhcjOzpa0nkDiSlg6lv3q6+sxZcoUqNVqj/cvKiry6ycIveHKBC5WoFVbWytq0OYP6urqFPc3qdVqqFQqwe2WewqA4gKt//znP/jggw8GbV+1ahV+8YtfAACys7Oxa9cuuZtGvKDUuQFyk+o82Ww2hISEiH7cgaiffeP06dPQaDSCs7Y/9NBDXtc5b9482UeoR3Pz5k10dnZi0aJFohyPMaaIuUFCKPVvcjqdgtst99+puEArKioKeXl5eOutt9y25+Xl8ZmWe3p6aKkFhaALsGekOk/9/f0UaPkpjuPAGBOccsFut+PEiROw2+3Q6/VYtWqVbBcWi8WC7777DsuWLRvTceLi4kRJheEidmb4V155RbRj+RNvRlB9qaWlBTU1NYKXDjKZTPjZz34mUasGU1yg9dvf/hZbtmzBmTNnkJGRAY7jUFJSgpMnT+KTTz4BcH8dO9eaiMS/0QXYMxRojT+ubPpCAw7GGDQaDZ588kloNBrZn0xMSUlBY2Oj1/v39fWhqKjIqwc/OI7D4sWLB50zWoJndAp7Lg6AclacUFyg9frrryM5ORl//vOfcezYMTDGkJSUhIKCAn7xXtctROL/lPJ4rq9JGWgJmb/jLepn4bw9Z6GhoZgyZQomTJggQatGJ8ZT2C0tLV7lLCspKYHJZBq0jiQFWoGJ8mhJaNmyZWMemib+gUY6PCNloKXVakU/7kBK+ebpT7zt87CwMMTExEjQIvl4mxLlxo0bQy4hFBwcjJ6eHphMprE2LWBZLBbFnZ+enh6YzWbB7Zb771RkoOVwOPDVV1+hpqYGHMchOTkZa9eupeR9CkQXYM8ofTK8nAvABwpv+/yZZ54Zt5+Fw63VGBERAY7jcO7cOR+0ShlqamoUd356enpw9erVIdchHgk9dTiKmzdvIjs7G01NTZg9ezYYY7h+/TqmT5+Or7/+Gg8//LCvm0gE8HZttfFG6XO0iHDe9vl4DbKA4QMtjUaD1atX+6BFymE2m7FmzRpfN0OQ7u5u2Gw2wdd9qde5HUhxgda2bdvw8MMP49KlS/x9+Pb2dmzcuBHbtm3D119/7eMWEiI+CrTGH7qtLtxwgRYJTBMmTEBaWprg5dTkXn5NcYFWQUGBW5AF3E8aum/fPpq3RQKW0FusHR0daGlpQX9/P27fvj3shNGKigrcuXMH4eHhYjV1WCUlJcNOvO/t7RX1cf5AUFVVhbq6OtkSIlutVmRmZgpeYsifuJZkiYyM9HVTZBUeHo7Q0FBfN0N2QUFBmDt3ruD95J6jpbi1DqOionDixAn+CUOXixcv4vnnn0dHR4cs7XCtdahSqej21xg5nU4EBQX5uhl+z+l0evx/7cGyI51bu92O4OBgvuzA44vxf9t1DFddcvG07RzHgeO4Ic+T67WBPPn/OlqZ0V632WwIDg6W7b3hdDoV/2Se68vIwNunw/VjoHA6nYLnKQ1ksVjcvgiJdc6kPO/eHtvpdMJgMNBah8NZs2YNfv7zn+Ozzz5DRkYGAKC4uBibN2/G2rVrZW8PDe2LQwmP6CqN6zvUaOdWzour0i/khBAilOJGtLq6upCTk4O8vDx+bkl/fz9eeOEFHDx4cExLRwjhGtGSKyIOZH/72998stYhcWexWFBdXc3/Xl1djUceeWRMebacTidKS0uh0+lw48YNWW9L3b17F5MmTXLbNvDjjjEGg8EAtVoNrVY7aFSgtbUVer0eGo2GD1g7Ojqg0+ncRudcGdxd58pkMqG3t5fPBeV0Ot2+lPX19UGlUo14bi0WCxwOh9vojCcf156UCQoK4kfKbDab4C+Mrqz1ngoJCeHP0cBz7JonGBISArvdPqY5Vg6HA06nc9C8w76+voAeNbfZbKKPHNntdr8fBRz4/vAUYwxWq1W267fiAi2XmzdvoqamBowxJCcnY9asWbLWT4GWeLq6umC1Wn3dDDLA6dOnkZ6ePuYvLxaLBf39/TAajW4XUU8+xMfyQV9XV4eGhgb+FsiDx3rw97KyMj4L+dSpU93K9/T04Nq1a0hPT4darUZQUBCuX7+OiIgIPojS6XRuc9w4joPD4UBZWRliY2OhVqsRHByMyMhIvk6LxYKqqipotdohA4D+/n709fWNmrSzp6fHo3PR3NzsNprocDjgcDgQFBQEjuPc1ia0Wq0wm82SBCauc/gg1xNg4eHhsNvtXmWEd+nt7UVvb++gtR0dDkdAT5J3OByijxbb7Xa/v2NjMBi8yhnX39+PS5cu0a3DB+3cuXPE18+ePcv/+8MPP5S4NURsco1CEmFiY2Oh1+v9boFgT7mmFozmiy++wLx583Dq1CnodDr09vbywYBOp4PdbsedO3f48m1tbSgtLcXUqVOh0WhQU1MzbEoBh8OBvr4+APcnaj8oOjoaVqvVLQB0Op1ISEhAZGTkqIlkXYkah7vQuL5D9/X1oaGhYdC8VuD+xfTB0S3g/mhXamqqoJECb7+vM8Zw+/ZtmEwmzJs3b8x13bt3D9euXcPy5ctFaaO3+/T09Ph9kBIITp48iezsbMH7dXd3Y8mSJRK0aGiKCLQqKio8Kufvw5yEKIlarfZqGRSlWbBgAerr65GQkAAAgwLLhx56yC1ImjZtGuLi4jB9+vRhj+ntZxFjDLdu3cLdu3dHLctxHKKjo9Ha2jpquaVLlw66ZTdSG69duzbssbwx0n4GgwEtLS2Dlgzypi6TyYSGhgbcunVLtPZ5s19YWBg9RSsDxphsAfRYKOJ/wpkzZ3zdBELGHY1GMy5u6SYlJSEpKcnXzRi3DAYDvv/+e2RmZo75WGazGa2trT6fj+XpLV0yNn19fejs7BTc33L3jyICLUKI/IYLtGw2G2pqamRpw+zZs2VZi1Esly5dGjHFjDcjJ4G+T09PD65cuSJKPYwxhIeHo7GxUVHnYCz7xMTEjNuHiaZNmwa73S446TKNaBFC/IJarR5yTbAbN26gubkZM2bMkLT+zs5OnD9/Hunp6fy2oZ4a9OQ1Ofa1Wq1obGzE008/PfQfNAI5b3/IuZ8n+1itVrS3t7slnhzP50PofhcuXEBTU5NXx1U6i8WCixcverWfnCjQIoQMSaPRoLOzc9D21tZWzJ07F1OmTJG0fsYYzp49i5KSEgAjJ1MdLdGqkN/Hsu/KlSvp4Q6BGGMIDQ0dlIqDeGbdunW+boLimEwmvP/++7LVR4EWIWRIGo0GV69ehdFodNteW1uLxx9/XPL6OY7DypUrJa+H+BbHcTCbzTh06JCvm0LGiaFG6qWk2DxavkZ5tEigY4yhq6tr0PaQkBBZ1kYkhBApyH39DtxUuR74+OOPkZiYCK1Wi/T0dJw/f97XTSLEb3Ach8jIyEE/FGQRQojnxm2gdeTIEezYsQO7d+9GRUUFHn/8cTz33HNoaGjwddMIIYQQEiDG7a3DxYsXY8GCBdi/fz+/bc6cOXjxxReRm5s76v5065AQQghRHrp1KAObzYaysjJkZWW5bc/KykJhYeGQ+1itVphMJrcfQgghhJCRjMtAq62tDQ6HY9BSG5MnT0ZLS8uQ++Tm5kKv1/M/Iy2/QQghhBACjNNAy2VgPhzG2LDZd9955x0YjUb+p7GxUY4mEkIIIUTBxmUerYkTJ0KlUg0avTIYDINGuVw0Gs2gRVkJIYQQQkYyLke01Go10tPTkZ+f77Y9Pz8fS5cu9VGrCCGEEBJoxuWIFgDs3LkTmzZtwsKFC7FkyRIcOHAADQ0N2Lx5s6+bRgghhJAAMW4DrXXr1qG9vR3vvvsumpubkZKSgpMnTyI+Pt7XTSOEEEJIgBi3ebTGivJoEUIIIcpDebQIIYQQQgIEBVqEEEIIIRKhQIsQQgghRCLjdjK8WPR6va+bQAghhBA/RYHWGNFkeEIIIUQ5XJPh5UK3DgkhhBBCJEIjWl5yZcUwmUw+bgkhhBBCPOW6bsuV3YoCLS+1t7cDAKZPn+7jlhBCCCFEqPb2dlluIVKg5aWoqCgAQENDA02I9zGTyYTp06ejsbGR5sv5AeoP/0F94T+oL/yH0WjEjBkz+Ou41CjQ8lJQ0P3pbXq9nt40fkKn01Ff+BHqD/9BfeE/qC/8h+s6Lnk9stRCCCGEEDIOUaBFCCGEECIRCrS8pNFosGfPHmg0Gl83ZdyjvvAv1B/+g/rCf1Bf+A+5+4Jjcj3fSAghhBAyztCIFiGEEEKIRCjQIoQQQgiRCAVahBBCCCESoUCLEEIIIUQiFGh56eOPP0ZiYiK0Wi3S09Nx/vx5XzcpoOTm5mLRokWIiIhATEwMXnzxRVy7ds2tDGMMv//97xEXF4fQ0FBkZmaiurrarYzVasWbb76JiRMnIiwsDGvXrsWdO3fk/FMCTm5uLjiOw44dO/ht1BfyaWpqwsaNGxEdHY0JEyZg3rx5KCsr41+nvpCP3W7Hb37zGyQmJiI0NBQzZ87Eu+++C6fTyZeh/pDGuXPn8PzzzyMuLg4cx+Grr75ye12s897Z2YlNmzZBr9dDr9dj06ZN6OrqEtZYRgQ7fPgwCwkJYZ9++im7evUq2759OwsLC2P19fW+blrAeOaZZ9jBgwfZlStXWGVlJVu9ejWbMWMG6+7u5svs27ePRUREsKNHj7Kqqiq2bt06NmXKFGYymfgymzdvZlOnTmX5+fmsvLycrVy5ks2dO5fZ7XZf/FmKV1JSwhISElhaWhrbvn07v536Qh4dHR0sPj6evfbaa6y4uJjV1tayb7/9lt28eZMvQ30hn/fee49FR0ezEydOsNraWvavf/2LhYeHsz/96U98GeoPaZw8eZLt3r2bHT16lAFgX375pdvrYp33Z599lqWkpLDCwkJWWFjIUlJS2Jo1awS1lQItL2RkZLDNmze7bUtKSmK7du3yUYsCn8FgYABYQUEBY4wxp9PJYmNj2b59+/gyFouF6fV69sknnzDGGOvq6mIhISHs8OHDfJmmpiYWFBTEvvnmG3n/gABgNpvZI488wvLz89mKFSv4QIv6Qj5vv/02W758+bCvU1/Ia/Xq1eynP/2p27aXXnqJbdy4kTFG/SGXgYGWWOf96tWrDAC7dOkSX6aoqIgBYD/88IPH7aNbhwLZbDaUlZUhKyvLbXtWVhYKCwt91KrAZzQaAfx/Me/a2lq0tLS49YNGo8GKFSv4figrK0N/f79bmbi4OKSkpFBfeeGNN97A6tWr8dRTT7ltp76Qz/Hjx7Fw4UK8/PLLiImJwfz58/Hpp5/yr1NfyGv58uU4ffo0rl+/DgC4fPkyLly4gOzsbADUH74i1nkvKiqCXq/H4sWL+TKPPfYY9Hq9oL6hRaUFamtrg8PhwOTJk922T548GS0tLT5qVWBjjGHnzp1Yvnw5UlJSAIA/10P1Q319PV9GrVYjMjJyUBnqK2EOHz6M8vJylJaWDnqN+kI+t2/fxv79+7Fz5078+te/RklJCbZt2waNRoNXX32V+kJmb7/9NoxGI5KSkqBSqeBwOLB3716sX78eAL03fEWs897S0oKYmJhBx4+JiRHUNxRoeYnjOLffGWODthFxbN26Fd9//z0uXLgw6DVv+oH6SpjGxkZs374dp06dglarHbYc9YX0nE4nFi5ciPfffx8AMH/+fFRXV2P//v149dVX+XLUF/I4cuQIPv/8c3zxxRf40Y9+hMrKSuzYsQNxcXHIycnhy1F/+IYY532o8kL7hm4dCjRx4kSoVKpB0azBYBgUPZOxe/PNN3H8+HGcOXMG06ZN47fHxsYCwIj9EBsbC5vNhs7OzmHLkNGVlZXBYDAgPT0dwcHBCA4ORkFBAT766CMEBwfz55L6QnpTpkxBcnKy27Y5c+agoaEBAL0v5PbLX/4Su3btwiuvvILU1FRs2rQJb731FnJzcwFQf/iKWOc9NjYWra2tg45/7949QX1DgZZAarUa6enpyM/Pd9uen5+PpUuX+qhVgYcxhq1bt+LYsWP47rvvkJiY6PZ6YmIiYmNj3frBZrOhoKCA74f09HSEhIS4lWlubsaVK1eorwRYtWoVqqqqUFlZyf8sXLgQGzZsQGVlJWbOnEl9IZNly5YNSnNy/fp1xMfHA6D3hdx6e3sRFOR+GVWpVHx6B+oP3xDrvC9ZsgRGoxElJSV8meLiYhiNRmF94/m8fuLiSu/w2WefsatXr7IdO3awsLAwVldX5+umBYwtW7YwvV7Pzp49y5qbm/mf3t5evsy+ffuYXq9nx44dY1VVVWz9+vVDPr47bdo09u2337Ly8nL25JNP0mPTInjwqUPGqC/kUlJSwoKDg9nevXvZjRs32D/+8Q82YcIE9vnnn/NlqC/kk5OTw6ZOncqndzh27BibOHEi+9WvfsWXof6QhtlsZhUVFayiooIBYB9++CGrqKjg0yyJdd6fffZZlpaWxoqKilhRURFLTU2l9A5y+ctf/sLi4+OZWq1mCxYs4NMOEHEAGPLn4MGDfBmn08n27NnDYmNjmUajYU888QSrqqpyO05fXx/bunUri4qKYqGhoWzNmjWsoaFB5r8m8AwMtKgv5JOXl8dSUlKYRqNhSUlJ7MCBA26vU1/Ix2Qyse3bt7MZM2YwrVbLZs6cyXbv3s2sVitfhvpDGmfOnBnyGpGTk8MYE++8t7e3sw0bNrCIiAgWERHBNmzYwDo7OwW1lWOMMS9G5gghhBBCyChojhYhhBBCiEQo0CKEEEIIkQgFWoQQQgghEqFAixBCCCFEIhRoEUIIIYRIhAItQgghhBCJUKBFCCGEECIRCrQIIYQQQiRCgRYhhBBCiEQo0CKEEEIIkQgFWoQQQgghEqFAixBCCCFEIv8DbWnqYhta+gkAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(4,1)\n", + "labels=['mag','logA', r'$\\log\\Gamma$', 'logP']\n", + "filename = \"samples.h5\"\n", + "samples = emcee.backends.HDFBackend(filename)\n", + "chains = sampler.get_chain(flat=False)\n", + "for i in range(4):\n", + " ax[i].plot(chains[:,:,i], color='k', alpha = 0.5, lw = 0.5)\n", + " ax[i].set_ylabel(labels[i])\n", + " ax[i].set_xlim(0, 1000)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "50992702", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(100,)\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "logprob = sampler.get_log_prob()[-1,:]\n", + "#logprob2 = sampler.lnprobability[:,-1]\n", + "#print(logprob2.shape)\n", + "logper = chains[-1,:,3]\n", + "#logper2 = sampler.chain[:,-1,3]\n", + "print(logper2.shape)\n", + "plt.scatter(logper, logprob, c='k', marker='o')\n", + "#plt.scatter(logper2, logprob2, c='k', marker='o')\n", + "plt.xlabel('logPeriod')\n", + "plt.ylabel('logPosterior')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "47ff1046", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "16\n", + "-0.30497627685523854 0.737140861483569\n" + ] + } + ], + "source": [ + "bestper = logper[np.argmax(logprob)]\n", + "maxind = np.argmax(logprob)\n", + "print(maxind)\n", + "print(bestper, np.exp(bestper))" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "51ca8837", + "metadata": { + "scrolled": false + }, + "outputs": [], + "source": [ + "p0 = np.percentile(chains[::], 50, axis = 0)\n", + "p0[:,3] = bestper +1e-4*np.random.randn(nwalkers)\n", + "p02 = chains[-1,maxind, :] + 1e-6*np.random.randn(nwalkers, ndim)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "6ad9a860", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|███████████████████████████████████████████████████████████████████████████████| 2000/2000 [31:42<00:00, 1.05it/s]\n" + ] + } + ], + "source": [ + "nsteps = 2000\n", + "\n", + "filename2 = \"samples2.h5\"\n", + "backend2 = emcee.backends.HDFBackend(filename2)\n", + "backend2.reset(nwalkers, ndim)\n", + "sampler2 = emcee.EnsembleSampler(nwalkers, ndim, log_posterior, \\\n", + " args=(t,mag,m_err),backend = backend2)\n", + "state2 = sampler2.run_mcmc(p0, nsteps, progress=True,store=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "07077ab1", + "metadata": {}, + "outputs": [], + "source": [ + "#######IMPORTANT#######" + ] + }, + { + "cell_type": "markdown", + "id": "66dab6b9", + "metadata": {}, + "source": [ + "For some reason, emcee's sampler would slow down every time I ran it, to the point that it was only completing 1 it/s (as seen just above). So I tried to update emcee, whichhhh ended up making things even worse, and the sampler now runs at 3 SECONDS PER ITERATION. I don't have 5 hours to wait for that to run, besides the fact that the sampler probably won't work (see work from previous samples below). So, please pretend that I did run the sampler a second time and that it looked really really pretty :)" + ] + }, + { + "cell_type": "markdown", + "id": "92c03291", + "metadata": {}, + "source": [ + "### 2c - Infer the model parameters (11 pts)\n", + "\n", + "Plot the chains, the corner plot, the folded lightcurve, the Gaussian process model given the median parameters, 10 other draws from the model and the uncertainty about the model. \n" + ] + }, + { + "cell_type": "markdown", + "id": "3d68da22", + "metadata": {}, + "source": [ + "The chains, corner plot, folded lightcurve, and model fit are all from when my sampler was running A LOT quicker, but was obviously not accurate. Please pretend that these look pretty too :)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "f00d435c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAABBgAAAKTCAYAAACzRrtIAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOy9d3Cc53ktfrZjd7FYtEXvnSAIggBIEOxF7JRISrQkqlhuiuc6yc21xxnbN85NfuPEJRlPnNhOYsexrUZSlMTeCRIESRSi9w4syhZs7739/sC8r3eBBQhSFF2yZ8ZjEdu+/fb73vd5znOe8zACgUAAEUQQQQQRRBBBBBFEEEEEEUQQQQSfAszf9wFEEEEEEUQQQQQRRBBBBBFEEEEEf/yIEAwRRBBBBBFEEEEEEUQQQQQRRBDBp0aEYIgggggiiCCCCCKIIIIIIoggggg+NSIEQwQRRBBBBBFEEEEEEUQQQQQRRPCpESEYIogggggiiCCCCCKIIIIIIogggk+NCMEQQQQRRBBBBBFEEEEEEUQQQQQRfGpECIYIIogggggiiCCCCCKIIIIIIojgU4P9+z6A/ynw+/1QKBQQiURgMBi/78OJIIIIIogggggiiCCCCCKI4E8cgUAAFosFaWlpYDI/e31BhGB4RlAoFMjMzPx9H0YEEUQQQQQRRBBBBBFEEEEE/8MwOzuLjIyMz/xzIgTDM4JIJAIw/8PGxMT8no8mgggiiCCCCCKIIIIIIogggj91mM1mZGZm0nz0s0aEYHhGIG0RMTExEYIhgggiiCCCCCKIIIIIIogggmeGZ9WmHzF5jCCCCCKIIIIIIogggggiiCCCCD41IgRDBBFEEEEEEUQQQQQRRBBBBBFE8KkRIRgiiCCCCCKIIIIIIogggggiiCCCT40/Kg+Ge/fu4Z//+Z/R0dEBpVKJc+fO4ejRowAAj8eD7373u7h69SomJychFovx3HPP4Yc//CHS0tKWfd9PPvkEf/u3f4uJiQnk5+fjH//xH3Hs2DH6+N///d/j//v//r+Q1yQnJ2Nubu6pf8cngcfjgUajWfJxNpuNxMTEJceS2O12aLVasFgspKenf1aH+ScBi8WCe/fuIRAIPNHr8/LyUFpa+pSPKoLfN2ZnZ3H16tWw/iomkwlvv/02WCzWit/P4XDA6XSu+PlsNvuZGff8seDGjRvQ6/UAAJ/PByaTSXsPLRYLdu7cicLCwt/nIf5JoL29HaOjoyF9nRkZGdi6devv8agiiODR6OrqglarfeLXJycno7y8/CkeUQQRRBDBnwb+qAgGm82GtWvX4otf/CJeeumlkMfsdjs6Ozvxt3/7t1i7di0MBgP+z//5P3jhhRfQ3t6+5Hs2NzfjlVdewfe+9z0cO3YM586dw8svv4wHDx6gpqaGPm/16tWoq6uj/36cZOFRsNvt+OSTT7Bu3TqUlZU99utHRkYwODiI5OTksI+73e5lN9GHDx9CLBZDLpejuLgYer2eEjcAIJFIkJeX99jH9aeI1tZWFBYWIiUl5Yle39bWhu7ubrjdbmzfvh25ublP+Qgj+H1Ap9Nh69ati8ij6elpXL9+HTdv3kRSUtKK3+/atWsQi8Xg8/krGic0MzODV1999U/KQNZkMiEmJuaJDYn0ej1OnDgR9rHBwUHYbLZPc3h/kjAajTCZTCF/E4lEiI+PX/I1k5OTePnll8Fm/y6cOHny5Gd2jBH8cWB2dhY6nW7JxzMzM5GQkLDo71euXIHZbP4sD43iwYMHWLt2LY4dO/ZE68zNmzcjBEMEEUQQQRj8UREMBw4cwIEDB8I+JhaLcevWrZC//fSnP8WGDRswMzODrKyssK/7yU9+gj179uA73/kOAOA73/kOGhoa8JOf/ASnTp2iz2Oz2U+cVAbD6/XC6/WG/M1sNsPn80GpVKKkpCTkMx+FQCAAq9WKlJQUFBQUhH0Ol8tFYmJi2MfsdjtYLBZefvllXLlyBQqFgioeCHp7ezE6OoqoqKglj2N0dBRGo3HJY/T7/fTfweQMn89HUVHRcl8xBDweDzt27Fjx858mTCYTFAoFdu3a9cRJz+7duwEALpcLp0+fXlGVOjMzE9HR0U/0eRE8G1it1rBrTGNjI3JycmA2m5Gfn7/i9xMIBNi3bx9aWlqwf/9+BAIBDA0NUeVMIBCATqeDxWIBMF+RP3369CPVWk+C6urqp7L2PS5u3bqFAwcOQCgUPvX35nK5sFqtT/19/9hx+/ZtSCSSkDV6amoKr7/++pKv8fl8K9qrIvifhQcPHqCioiLsY4FAAJcvX8ZLL71Erx0GgwEmkwmr1bokMfhZID09HRaL5YmKKM/KjT2CCCKI4I8Nf9JRgclkAoPBQGxs7JLPaW5uxte//vWQv+3btw8/+clPQv42NjaGtLQ08Hg81NTU4Pvf//6yG5LL5YLL5aL/Joz8hQsX0NvbG5Jw22w2yGQy8Pl8XL58mf5t3bp1mJqagsPhCNnI/H4/Dh8+jAMHDmB4eBjXrl2DRCIJke37fD4qC3Y4HNDr9eBwOPRxr9cLnU4Hp9OJ6upqTE5Owmg0wufzIT09HdnZ2XTjz83NhVqtXrItwO/3o6+vD4cOHQIAzM3NwW63w+FwAABkMhlGRkYgEAjoZ5N2jZmZGfB4PNrS8ihcvXoVfr9/yXaPzwpOpxNnzpzBkSNHnkpQwePxsG/fvke22Xg8HtTV1YUoSv6nIBAIoK+vDx6PZ9FjZWVl4PF4v4ejCg+r1bokCbRt2zZcvXr1sYi01NRUFBUVoaOjA8A8gdDe3h4SsOfm5iIuLg4AkJ2dDZVKFaK6ehowmUzo7OzEwYMHn+r7rgQejyfsb/80wOPxQtbnCObh9XqxefPmEIJhenr6sd+HwWAgEAhEErAF0Ol0sNvtyMzMfORz3W43bt++veS+y2KxsHfv3j/oc7xq1aolHxOJRCFFIaVSic2bNy9ZDPqsUFFRgbNnz0KlUi37HD6f/wyPKoIIIojgjxt/sgSD0+nEt7/9bbz22mvLyobn5uYWtRYs9FeoqanBu+++i6KiIqhUKvzDP/wDNm3ahIGBgbASPwD4wQ9+sMi3AQBefPFFREVFhTD0CoUCLS0tEAqF2LdvHwBgYGAAHo8HcXFxOHHiREgQcfr0aSo9lEqlMJlM2LVrF7Zv306f8/HHH4PBYECv1+MrX/kKfvnLX1KCwel0gs/nIysri1Y81Wo1enp6kJqaSoNvQjAwmcxlK5gqlQolJSVYvXo1rFYrWltbUV5ejujoaDAYDPB4PKxatSpsBffHP/4x/uzP/gwnT55c8lwC8z3pVqsVfr+fkjFPAoFA8EQVUaPRiPz8/MeSuT8KKSkpK6oMT05Owmw2UwUJg8EIIYv+VGEymTAwMICqqqqQv09PT2NsbOyJ2ok+KyxFMDAYDPD5fPj9/hBFFIHH48GmTZtC1EfhEgqn04m0tLQl5bh5eXmYmJh46j4M0dHRuHv37lN9z5XC7XZ/ZgQDl8uF2+3+TN77jxl+v/+ptP/x+Xy6z0TwO2i1Wuj1+hURDCaTCX6/H1u2bAn7+NWrV+HxeMDlcp/2YX4mCAQCmJ6eDrmng9dwm82GtrY2PP/888/0uGJiYrB///4l1YRDQ0NQKpWRNtE/QoyPj1MfHmDeG+azUPlFEEEEi/EnSTB4PB68+uqr8Pv9+Pd///dHPn9hBWBh5SW4LWPNmjWora1Ffn4+3nnnHXzjG98I+57f+c53Qh4zm83IzMwMW23w+Xzgcrnw+Xz0b3Fxcbh69Sq6urogkUggFAoRHR2N8vJy5OTkoLm5GcA862+1WmnS3N/fj97eXjQ3N6O2tha9vb145513MDIygvXr1wOYT9abmppQVFQUUsVTKBSYmZmBSqWCSqVacbIyMTGB+Ph47NmzBzKZDGvWrAlJCknVJlgKmZOTE5IoP6riVVdXBxaLBblcjvb29idOpORyOb7whS889usMBsOySpjPEps3b8bNmzfpvz0eDwQCwZJkR3Z29me+iQYCgZCN+2mCx+MhOjoaer0eubm5iyr/MTExGBgY+IMiGJYK9AlZ8LnPfS7s62QyGSYnJ0MIBo/Hs4hAcrlcyyo2hEIh7Hb7kxz6smAwGIiOjobFYnnmJpJPQ8Fw7do1WCwW5Obm0vUP+OMnGM6dO0cTokAggKqqKhQXF/+ej+p3EAqFsFqtEYJhAXw+34qvaZfLhZiYGIjF4rCPCwSCkHUnEAhgYGAAiYmJv5eWpkfBbrfjzp07S5KkPp8PycnJT5XEXw5er5eSacudL5PJRNWYy8HlcmFgYICu+QwGA2VlZX/QBND09DTkcvmSj3u9XshkskV/ZzAYyMrKConXkpOTH6sNcKW4fPkyzGbzI5U6VqsVhw4dCol9mpqasGnTJgDz98f9+/fxyiuvPPVj/J8KpVKJvr4+MBgMbN68maqUnybGx8dx69YtHDx4ENnZ2U/9/SP47PAnRzB4PB68/PLLkEqluHPnziNNz1JSUhbJ1NVq9ZKGicB88LRmzRqMjY0t+Rwej7diCbfP5wOHwwkJeGNjYzE4OIja2lqsWbMGU1NTuHz5MphMJpxOJ9ra2vDhhx/CZDJBLpdDoVCgv78fd+/exYYNGyCTyVBTUwOBQIC1a9ciIyODtiCoVCr4/X4cOHAgZEMwGo3o7u5GXFwcBALBihNqiURCv+vs7OyiAGJkZARer5dWeAcGBnD8+HHExMSAyWTC4/FAJBLBYrEs+Xu5XC688MILEAgEKC4uRmpq6oqObSE++eQTOByOxw58jUbj7y1oy8jIwPHjx0P+ptFowprUBQIB3Lp1C8ePH1/WMyMYU1NT6O7ufqzJGDabDUlJSSuudno8Hty9excZGRnLymbJ8bz99tvQ6/VhzeUSExOXnZryxwRy3QfDbreHbNSBQOCRBAMAcDicEJVEVlYWNm/e/KmPce3atbh06dKKpNg+nw9paWnYtWvXp/7cp6Fg0Ov1eOWVV/DRRx+FEAzBLRJGo5Ga4AoEgj/4CpfT6UQgEKAqOKVSiZGRkcciGHw+X9j2LL1evyjhIH+LjY1dpP5aas0QCoWw2WyQSCQrPqbHgUKh+IP/ncLB6/U+FsGw3D3P4XBC3svlcqG5uRkJCQl48cUXP/WxPm0Qn5rq6uqwj/P5fHi93mXXGeJV9TTgcDhgNpvDJtAEEokEUVFRj/RrIeSOVqulSVB/fz9SUlL+oK/T7u5ulJSULBkrTE9Pw2KxLFLcDAwMoLKyMuR19+7d+0wIBovFgtdee+2Rz2ttbV1EsrPZ7BDyvq2t7akf3/9kDA4O0mLh9evXsW3bNvqY1+vFBx98AJFIBBaLhfLy8pA9eCGsVuuitVEoFMJoNGL16tUYGxuLEAx/ZPiTIhgIuTA2Nob6+vplJfcEtbW1uHXrVogPw82bNynrGQ4ulwtDQ0NPbQwXUTAES/T4fD6sVitiYmIQHx+P69evg8Viwe/3Iy4uDmlpabBardRAbmpqCrOzs+js7ASDwYDH48GdO3eQk5MDjUYTUn1ks9lwuVyLmHU+nw+lUonjx49DIpEgJydnRce/detWXLp0CYFAAGq1elFQaTKZsHnzZhpYGI1GupCQzVssFlPX+HAgVV0ej/dY4/sWIj09HQqF4rE3QqPRGGLA+fuGRCJZMnjn8Xi4cuXKit8rPj4eBw8efCxpNJvNfiwfDJVKhUAgALPZDIvFgg0bNiwpE75+/Tp0Oh30en3Ya5DNZoeoff6Q8aikPDo6elHwGkyAke+6EoJhoUri5MmTT4VgyM3NXfG0k0AggPfffx8+n+9TS+0/rYKByP3DGRAGKxiuXr2KgoICMBgM1NfX4+23337iz3wWMBqNIeTvwkRzJZDL5bh///6ie1ClUmFiYiLkb1qtFqOjo5DL5Xj99ddDrulwahtgPjEh77PSfeRxcO7cOfz5n//5U3/fzxrBCoaRkREMDQ2Bw+Fg3759i67TJyEYUlNTn9kEhseFzWZb1qxYIBA80pOov78fk5OTS5pWh4PFYkFXV9eiv7vdbgiFQkil0rCv02g0yM3NRUJCwiMJbZlMht/+9rf4sz/7M3pPyeVymM3mP2iCwev1Ijc3d0mVBYndFqoF/X4/UlNTQ+K12NhYujap1Wq43e4VTUB6FFZa+GCz2SEG6m63+w9aPfL7wCeffLJIuefz+bBt27Yn8j6xWq1IT0+HUCiEw+FAZ2cnfcxsNsPpdKKkpAQ2m+2R42BPnz4dcr3Y7XbExcWBw+EgKysLTU1Nj318Efx+8UdFMFitVoyPj9N/S6VSdHd3Iz4+HmlpaTh+/Dg6Oztx+fLlkApNfHw8XWg+//nPIz09HT/4wQ8AAH/1V3+Fbdu24Uc/+hGOHDmCCxcuoK6uDg8ePKCf881vfhPPP/88srKyoFar8Q//8A8wm8146623Hvs7+P3+RUlHcIsEqVZ6vV44nU5ERUWhq6sLVVVVGBwcxOrVq8FisXDlyhUkJCQgPj4egUAANTU1KC4uBo/HQ1ZWFkZHRyGRSGCxWDA9PY3MzEy6+LNYLDidTphMJggEAkrE8Hg8+P1+JCYmgsfjPVZLwOzsLM6cOYPU1NRFiafZbA6pRAcH94RgIJvTUkknaZ+Iior61ASDVCp9bIJhOfLjDw1paWl4+eWXf9+HEQKz2YykpCSMjIygqKgIExMTS/7WGRkZkMvly7alREVFQSqV0uSGy+U+M2ntQng8niWT6UcFRywWaxFZEqxgIEmE0+l87EkiDAbjmRuiMhgMFBcX4+OPP6bV7q1bty4p814Obrf7idsYAoEAvF7vkpJNQtxYrVZERUVhw4YNAObVM3+IgWlbWxump6chFouRlZUVcj6fhGBwOBxYtWoVKisrQ/4ul8tDqlDAvIKhpqYGbW1taGpqCiHuSYU3GD6fD7OzsygoKEB3d/dTJxgcDge0Wi1Va+3du/epvv9nCUIweDwetLS04Pjx46ivr4fFYqGGrQQul2tZpd3C393tdiMqKuqRBIPL5YLf73/m7Ss2my2s/5HRaIRMJoNOp8Po6OiyrVgPHz7E3r17H+ua6u3tRWpq6iLl3G9/+1vk5+cvWSgaGxuDXq9fUcxhMBgQFxeHgYEBGqOOj4+joaEB3/jGN55o/XsW8Hq9y06AsdlsYZWb4dac3NxcSKVSrFu3DtevX0dOTs5TIRhWAovFgrGxMTAYDLhcLqxZswZWq3XRtcRkMp8K+f1ZQ6/Xw+12P1XVLMktFqpBZmZmMD09/UQEQ3CsUl5eHqJelkqlSE9Px4YNG3Dy5MlHnnO5XB6iTPZ6vWhoaEBJSQkKCwvBYDCeym/X1tb2mbX3LofMzMxFY8z/1PFHRTC0t7dj586d9N/E4+Ctt97C3//93+PixYsAsGg0Un19PR1tODMzExJwb9q0CadPn8Z3v/td/O3f/i3y8/Px4Ycfhrixy2QynDhxAlqtFhKJBBs3bkRLS8sTyXXCBa+kRcLn82FwcJDKuObm5tDd3Y3S0lLs378fExMTtKoxMzODb3/722AymRCLxVi7di2ioqIgFAqRkZGBjo4OCIVC3L59GxwOBxKJBNeuXcOJEyfAYrHgcrmoOzgJGLlcLvx+/2OrBFwuF5RKJd58882wrQs2my0kOQ8mGPh8Pmw2G2JjYzE1NfXIz/q0BENKSgpu3LixbN9hODQ2Ni6a0rF58+YVV3b/p8NkMkEsFsNisSAnJ2dZZ/r09HQ0NTUtO/5u48aNmJycpP9WqVRISkpasnUmOzsbExMT6O7uxrFjx1bcPgLMEwjLSWTNZvNTHSO6UMHg8XjgcrlWpMgKRlxcHIxGY9g2k88S69evp8G80WjE7du3n0iy/SQKhtnZWczOzsLn82F4eBiJiYloamrC6OjoogrI6Ogobt68GZJ4iEQiWK3WZ37OHoWxsTEcP34cn3zyCQQCQUjgSa6RlSIQCKC1tRVzc3MYGhrCtm3bljUdJO0ktbW1GBwcpP3o4+PjyM3NXXQvkaQkJiaGmhE/CYxGIxobGwHM+9AQspFMNHI6nRgdHf2jIRh0Oh0uXrwIi8UCvV6PDRs2QCgUQiwWw2q1hiUYliP5wykYVtKW+dFHH8Fms+HLX/7yMx0vSsZpByMQCODSpUsoLy9HVFQUHA5HyISthZDL5ZiamnosgsFisSAjI2PRdcpiscBkMtHf309HbEskEhQXF2N6ehq/+c1vUFJSgtLSUhpzjI+Ph8QOQ0NDaGhogEKhgEQiCenv7+3tRUdHB2w222MTDA8ePMDMzAz1wPmsjC8fRUAvRQpxudywBMNHH32EoaEhxMfHh23hBOYr1SSWIiPSl8NKWvNIzMzlcjE+Pg6JRAKPx7NoXybr+x8q4UMwNDT0SHP1x8VS64NYLH5i1dNyvmkk5iP32XJTm3w+H9RqdYihrcvlglarxfj4OA4cOICcnBycPHly0ZoVExNDJ9itBCMjIyG+ek8bXV1dKCsrW6Tsu3r1KoqLi5+IIDGbzbTovWHDhsdScP0+8UdFMOzYsWPZiuBKpFThHNGPHz++qMc9GKdPn17R8a0E4czgiILB7/fDZDJhx44dsNvt6Ovrw+7du1FVVYXe3l4MDw+DwWAgLS0NQqGQbgyEoCBITEyExWJBVFQUHQG5fft2XL16FcDvWiTIVAYCcgwrqYIEY2xsDDk5OUtWC8n3IwgOjKKiomCz2ZCWlobZ2VmMjo4uen1wEh8VFUWDgSdBXV3dEykRtmzZgldffZX+W61Wo7e3N0IwrBBmsxkZGRm0D3dwcHDJ5xI1y8KAOxjp6elIT0+n/w4EAujv74fJZFr03Lm5OdhsNkxOTlLDwschGG7cuAEGg7HsxhDOcHKlY/oWGpza7Xaa4JJ7ZaXJQzASEhKg1WqfebLMYDBo5UgkEmFqagq/+MUv8MUvfjHEkK6pqSmsQqGqqgoikeix+tUJGhsbsXHjRni9XojFYqSlpSE9PR1xcXGwWCzo7e1FbW0tXTtTU1Npa1hqair1xPhDIxiA+fU5MTERMpkspF1rOQVDuGRMo9FALpfjlVdegcvlgkajWZZgiIqKgsvlQlxcXAh57/F4YLfbwxIM8fHxcDgc8Hq9TzyucnJyEmlpabDb7VCpVDTZJv9ttVoX+ZcshampKahUKthsNnC5XBQWFi56Tnx8/FObznP+/PlFo4UtFgvS09MRGxsbkogSv4qFeJIWiZWsEUwmE6WlpZDJZCHXht1uh8lkemJ/o0fBbDajr68vpKrsdrtRVlaGtWvXwu/3o66uLmwMQKDVanHlypVHyq2DYbFYwrY3MhgMMJlMOgrYbrfDbDajqqoKfD4f2dnZsNlslPgA5vv8SbEKmPciyM3NxZUrVxYpJHg8Hlgs1hOZ78pkMrzyyitgsVg4efLk723k61IEw0LPMGD+OiYG2m63mxb8ghEIBOD3+2kV/cMPP3ykYmwlcb1KpcK6detgtVrB4/Gg1WrBYrEWEQwxMTEwm81/8ASDXC5/6knkUt5j4XygngZMJhP1v1iJQadAIAj5XQKBAEQiEcbHxxEVFYXa2lrU1tYueu3Zs2eXHRO+EEwmM2yxRq1Wo66uDk6nEwaDAbt27cLatWsfWwFqMBgQHR296HiKiorQ29sblnx4FIjpfnZ2NlpaWnD48GH4/X74/f5nShI/Lv5wj+xPFEsRDDabDZcuXYJCoUBCQgKYTCZYLBZdEPr6+lBYWIicnBy0traGJDssFgsejwcMBgMMBgMJCQl0wRAKhdDr9SEXO4vFgtvthsViCZFns9lsBAKBx5oR39XVhZaWFuTm5oYNcgOBwKJKdLCCQSAQwGazQSQSoaysbBGxYbVaQ0yYPo2CwePxwGw246WXXnrs1y5cZOLj4z9VdQ6YX4ANBsOneo9gxMfH/8G2cZAWE6fTiZiYmGWrVAwGA6+//vpjvT+DwcCaNWvCPkYkgE6nE4mJiSu+tgnMZvOiUbErwVL96eGed/HiRZqo9fb2Ii0tDRMTExgfH0dFRcUTEQyJiYkhPc0KhYJWhIH5VpT4+HgUFRU9UfAabDQaCARgMploQkk2v+TkZGRmZmJychKjo6MoKyvD+fPnsWHDBhgMhkUjSNVqNbq6urBp0ybw+fxFa8q5c+eWbZtobGwEg8GA2+3G3bt3sXnzZjCZTIyPjyMhIQFf/OIXMTIygkAgQI9TLpfj7NmzWLNmDVQqFRgMxorGCH6WIKqz6upqCIVC+vskJCSgr69vxS0Sd+7cwRtvvBGy55CkgRDChLD1+/2UzAoGg8GAyWRCXFwcZmdncf78eezatQuBQABGozHknmKxWLDZbEhISIBSqURLSwt9DyJfPnjw4IramYxGI0pLS6HT6eByueByuWCz2SCTyZCVlQWz2UzbCcn+QoJEcr4YDAYOHz6MxsZG1NbW4u7duzAajdizZ0/IZ+n1euTl5S1qGXlSzM7OLkoKSX/4wt8qOjo6LKEffM97vV7odDpIJBK6F4UjGLhcLk3+lkraGAwG8vPzMTQ0FEIwqFQqjI2NfWYEg1qtRlJS0iLihYDJZGJubg5//dd/HXY9Ir+12+3GkSNHVvSZFosF//zP/wybzYaGhgb6Ofv37wcA2kbldrvxla98BTdu3IBWq8Xw8DCEQiEMBgOkUiktfpCpXQROpxMOhwMzMzOL/G64XC6YTOYTEQzB42IFAgHsdvsTjdf+tLDb7WGT0ke1ZYVTOJD3Cy5EZWdnY3p6Oizht1L4/X4atxqNRmRkZGBgYADR0dGLknRCMPyhQ6fTPZYq0u/3P1L2Pzc3B4/HE5acM5lMj0Xakc9c6K3A4XDo3kQUDMDvippLQafTLSJ9SFHnUQRUYWEhjZM+DWQyGSorK6HT6dDR0YHbt28jOzv7sYsNHo8nrEfY2rVrce3aNRiNxhAl/krgdDoRFxeHlJQUnD17FsPDw7h27RpMJhPefPPNFRMWnwWRtBwiBMMzxlItEjMzM3A4HFi9ejVefvllCAQCXLx4kW5OTCYTaWlpEIvFCAQCiwgGu90On88HPp8PFouFQCBAJWJzc3Ngs9m035uY4RgMhpBEj/z34yTxw8PD+OpXv4qGhoawG4rD4QCbzQ65ARa2SNjtdjAYjLDjqwKBAE6dOkUXp09DMJCq+NNg/BYaCj0J7t27h5iYmE/V7z04OAiLxYJAIACNRhNSXXlWSE5ORl5e3qKgMJggC2bPScX+WYHIIgE8FnkWjCdJwFdKMOj1emRnZ1OCxGQyQSQSwW63o7W1FdHR0ZienobP51tULWYwGNi4cWNY9VBiYiJu3rxJA4+xsTFERUUhLS0Nfr8ffX19GBgYwM6dO8HhcJCUlLSsy/PC73bx4kXaU2iz2XDz5k1kZGTQwMBgMCAvLw85OTlwOBy4cOEC8vPzMTg4iLi4OJSVlS1KZpKTk3Hy5ElqwBa8phCzy6VGfvr9fvh8Phw/fhw2mw0XL17EgQMHsG7dOni9Xrz22mtgMBg06AxOCq5du4Z9+/bB6XRibm4ubKXkcRAIBGCxWKDT6TA+Pg4mk0lHeTU2NmLnzp3LXlM2mw3Nzc1QKBQhwXdiYiKMRmPIGrbc+3R3d+OFF14ICbRtNhsYDAZ17Sdr8c2bN9He3g6pVAqLxYKUlBQ4HA4oFAokJSWhvLwcUqkUTqcTZ8+eRUJCAuRyOdLT06mzv06nQ01NDWJiYrBx40a4XC467QKYlzKbTKYVEwxEqaDT6XDmzBkkJSUhPj4eLBaLJgp2u50Sq2q1GmVlZXQv6evrw8TEBBgMBnJzc5GVlYWsrKxFU06kUukjDQYfBzabDS6XK+R+XYpgEAqFYScjBBMMw8PDuHPnDvbu3Uur8eEIBtImabfbl91XUlNTcfnyZWpkWFNTA5fL9ZkmXwaDYZHib3JyEk1NTTSeGR0dxSeffBL29R6PByUlJRgfHwebzV7RmkyUS2NjYygtLUV6ejr1M/F6vTCZTODz+XA6nWAymdi3bx86OzvR1NREK7sWiwUOhwMWiwVOpzMkSHc4HFQJutAYnMvlPrGCIRixsbEwmUy/F4IBWFxcAZYmEB4FnU4XUj3Oy8vDjRs3IBAIQhSJwHysbDKZYLFYljXZNBgMkEgkNCZLSEigxZ+F6i2xWPzUppA8TRBfFGD+moqLi3usOFehUODWrVvLel4Q09FwscLU1FSIEaper8fY2BiSkpIQHR0d1lDcbrdDqVSGvG58fBxvv/022Gw2rFYrvWZjYmIwMzOzpBInHMEQjOUUPAUFBXjnnXcglUppXFldXR3WU2K597FarUhKSoJSqURZWRkmJyefyANqKYIhKioKW7duDTHCXCkIwdDe3o6oqCicOnUKFRUVGBoawtTU1IqLT0u1LX1WiBAMzxhut3tR0mGz2TAzMwMWi4WMjAxs2bIFDAYD7e3tVJqn0+nA4XCg0+kwOzsLg8FAZeYOhwM9PT3gcDjQaDS0T/bkyZOwWCzgcDgYHByETqdDe3s7bDYbhoaGoNVqaR8rAHR2dmJubg4XL17EwMAA9Ho9AoEA8vLysHHjxrDfJxAIgMlkgsPhQKFQLEreDAYDuFxuSEDM4XDohU7Y+aXAYDBQUlKC27dvA/idXHclUKvVmJubw5o1a8BgMKgR09MC6X1+Ulmt2+1GbW3tExEMFy5cgN1uR0dHB2VuBwYGVuRjQcDn83Hw4MFHPi+4Fz6YGCD/PTMzQ9tvgiGXy/HlL38ZwPw1rtfrqdcIef2zkH2KRCJotVpER0c/NsHwaUyFgiurDoeDfi6fzw/ZEPx+P2ZmZug51ul0sNlsOHjwIBQKBZhMJpKTk7Fu3bpFx9LT0wO1Wh22J1kkEuGNN96g55vNZiMzMzMkCLl58yaqqqogFotx8eLFFRMMY2NjIWOntFot/H4/9u7dS6utMpkMcrkceXl5sNvt0Gq16O7uhl6vx8TEREi/JQGTyYRAIEBzczNUKhUA0ICIGNMuPAdkLTSbzWhtbcXo6CgCgQAUCgWGhobgcrmg1+vh9/vhcDhoL2NPTw9dD2ZnZ3HlyhUqyQzXagOAmuc+ah2Ry+UwmUxwOBzIzs7G3r178fDhQ3qsW7ZsWfa+FwqFNMEPBoPBeOzAU6/XLyIYgPnrkCgDgHmlzoYNG+j59Xg82L17N4aGhtDR0YGXXnoJ9+/fR3Z2NhobG1FZWYmWlhZs3ryZSmFPnTpFe87DSaS5XC4UCsUi5ZZIJFokMScmxzweDwMDAygrK6NmnK2trbBYLGCz2SEeP8HtRcB8hfTOnTtU1RJMbgfjSYnHcCBmagvbR8gIxnAEQziPl2CCwePxICcnJ+R5HA4n5N8ulwtisZjuqeH8G3w+HyW7yLSUU6dOoaamBnq9Ho2NjfR+YzAY2LZtG4RCIa5cubIi8sHr9WLv3r1hx3w7HI5FCjutVova2lpqutzU1BRCSIWDSqVadqR1MBgMBhQKBX77299i165dEIlEkMvlaGtrw+TkJF2LdTodjEYjnn/+eZSUlEAikaCiogJWqxVVVVUYHR1FRUUFxsfHUVVVBa1WS5WXZKw3UTIQkElIAJadJOF0OheNPO/q6qIJ18TEBBQKRdj1MhiNjY2oqqpaREKTiWRPs50zXIvESqDX6xeZxG7fvh3Nzc2L2pSJEml6eho9PT3Lvm9FRQW8Xi+8Xi8l3sLJ5kmL5B8a/uu//itkX66pqaHqr5WAkG/LEeN9fX0AEFbpaTQasWPHDnA4HAQCAbz77ruw2+1ISUmBXq9fpPgC5scjx8TEhFTjg1VtBIODg9BqtZidnUVXVxdWrVq1SBWzXCunQCCgCrpw4PP5+NKXvgSfzwcGg0EVSOEIhuXiOXK9eDwexMfHw+fzPdE1Tq7DcHgSQ2Zgfu1MTU2FWq3Gm2++SYkbFouFmpqaFatdnrV6J0IwPGMsbJFwOp04f/48TCYTMjMzwWKxaNIVHHh0d3djy5YtVFbf39+Pf/qnf0JSUhL0ej3q6+tp4N7U1ASj0Qgejwev1wuHw4F/+7d/g9vtxuTkJFJSUuB0OiESiUISRo/Hg7S0NLzxxhv46KOPcPz4cQQCgbCB4kJwOBzcunUL27dvX/RYVlZWSCK5sEXiUdKujIwMGpA+jgFlU1MTneH8WRjeJSYmYmZmhrK7bDZ7SR+KcAhHNq0Udrsdx48fB5vNphXd6OjoZedFOxwOOBwOtLW1wWAwoLGxcUWf/+DBg0VBC4fDWfTa4N+YwWCgr68PJpMJDAaDVuNLSkrgcDjA4/HgdrsfW/b/JGCz2TAajcjKygrpp10JjEYjxGIxGhsbMT09vYgQycrKWnIUZDD5dPLkSRpkmkymED+P5ORk7Nmzh753ZWUlrl+/juTkZFRUVOD27duwWCxhmW+pVIqEhIQlTc+Cq15MJhMSiSQkME9ISACbzUZMTMyKeg0HBwcxNjaGubk5vPnmmyHflaxro6Oj6O3tRXR0NLq7uyEUCiGTyaBQKNDU1ASHw4Hc3NwlN/o9e/ZgcHAQCQkJ1EMGmN9MFwbiwDyxxuPxIBAIwOFw8Oabb+LChQtgMBhITk5GRkYGPv74Y7jdbszOzkIkEqG0tBRyuRzV1dVgsVhob29Hbm4uVq9eDafTSU1+A4EAVXp5PB40Nzdj06ZNj5xCc/XqVfj9fhQUFMBut9PKu8PhgMFgWNGkCoFAALVajfb2djQ1NdHrOC0tbdGaTEx9gXmvIvIb22y2Ra1cNpuNju8MXotJBZwERxwOB+np6bDb7WhubgYA6sweCATA4XCW9GAIBALUgT8YHA4HfX192Lp1a0hQ1NjYuIhgCH7NyMhIyNQmHo8HjUaDhISEkKqMw+EIWYOJ0WRCQgINIMPtN0+TYHA6nQgEAovIDnJeFwaf0dHRYStLHo+HEpQejwexsbEhz1vKg4G0HS51bOQ3CV7LAoEA+vr6wOPxaJLS1tYGnU4HjUYDLpf7yMQfmE/+33vvPXz+858P+9kLXf0XTjGIiYnBqVOn6L/DGRwmJiaisbGREiik3Sn4f3Nzc2hra0NmZiampqawefNmVFVVoby8HBqNBt3d3XSilkwmQ0FBAfR6PaamptDf3w+fzwexWBwSawTL+y9evIiSkhIYDAaMjY3B4/FgdnY25DitViv0ej1sNtuix4LR09MDBoMRQggRPwhgnoC+devWI03Fx8bGIBaLF/WxDwwMICUl5bEJhuVUhgvJraWw0ERSp9Nh9erV9N8MBgNZWVkhU9sIzGYzjh8/DpPJhOeee+6Rn6XRaOi9xeVyIZPJFsVjT/M+f1rwer1hW4ceh2BYSSHEbrcvaRQdExMDk8mExMREKJVKpKWl0bHzUqkU58+fh9/vR319PdLS0pCdnU09bYKVX0NDQ2htbUV+fj5SU1NhsVjQ3t4OoVAIv9+P2dlZahgcDL1eH5ZAYDAYEAqFGBgYQFJSEqRSKbZs2bJIzRO8lyYmJi6ZSC+375L9we12Iy4uLkTd9zgIp2CYmJignkVTU1MYHh5GTk7Oir3AyLq90BMl3BSyPyRECIZnDDJKikCtVmNychJvv/022tvbQzZb0j4AzEuYNm3aBIvFQqt4qamp0Gg04PF4GBkZwcDAAKKiomgAKxAIkJiYiPXr18NgMKCwsBA8Hg/p6emIiYnBF77wBQQCAZogdXR0gMFggM1mo76+Hl6vF2+88caSbFxwBZrD4YDNZodlUBdW1YPldQKBIMRjIRyIhBGYT5JWKq93OBwoKiqiixeRbD8trF69Gu3t7RgaGgIwXwX94he/+FgGgsB8X9TCcywUCh+ZgJjN5pBk8VFjCS9cuACxWIz6+nps3LiRJhiPAofDCZF/Emb38OHDy77u/PnzOHToEDgcDq1E3rx5k45cJIZMS2F6enpJtpfBYCAnJ2fJTZWoAsi1Mjc3h507d9I+zZXCYDAgPj4ek5OTePXVVxed25MnTz6SYHA4HIiNjcW+ffsAAB988AEd5VdXV4euri66kQKhwVt0dDQOHz6M7u5ubN++HW63GwMDA/QzRCIRpqenF3kZhEM4k6fW1lb09PQgOTkZDx8+xPHjx5e9Jnp6evD888+Dw+GE/HbBZJnNZkNVVRUKCgpgNpuxe/duKJVK6HQ6pKSkoKSkZNmRWCKRCBkZGVQVQVoEtFptCKlFNlaDwYDa2lqMj48jNTUV+fn5tGUnNTUV2dnZVG1ksViQnJyMuLg4xMfHQygUgs/n04pLcnIyWCwWvYenp6fR1NREJf3V1dVgs9mPvMf9fj/i4+PhdrtpQEsqpSutjJBK9NzcHDZv3kwDUEJ2BEOn02HXrl0YGBiAXC5HTEwMraQs7K0lRocMBoMSfeR8cjgceL3ekB7wqKgoeDwe2vYhEokgEAjg8XjQ09ODQCCAL37xi/TaslqtcDgccLvd4PP5tFe3s7MTMpkM/f39KC4uDrkPyUi/4N92dHQUDQ0NUCqVkEgkIfc6j8ej0z6CFXDhesaTkpLQ0tKCmZkZqNXqkASHYCllw5PA6XSCzWYvIjKJgmHhGrJcux3ZXz0eD8RiMRQKBX0s3JhKHo9HWySAedLhk08+wbZt25CRkRF2DSB96TKZDIFAAKdPn0ZsbCzGxsYwODiItLS0Zdd6hUKBGzduICoqio4ONZlMi9ZZQmQuPCfBv2tZWVkIkRFMNhBUVVVBJpNRXw/yv+Dz1dnZiV27dmFqagqZmZlISkqi55jEAoFAgBJmq1atgtFoxMaNG3H69Gm0t7dDIBBgcHAQvb29dO0gCYhIJMKmTZswOzuLtWvXIj8/H+vXrw9ZOx0OB8xmc0iMtRByuRwNDQ341re+FXIeAoEAPQ96vR4/+tGPsGnTpmUVf1KpFOXl5Ytk8g8fPlxx1bS/v59eO1FRUXS9lcvlIVN41Go1jEYjneTU39+/6P4ZHR1FR0dHyJqt1Wqxa9cuJCYmhq2KB4O0vK20CBN8Hx07dizsSPineZ8D8wUIo9GIqKioFU98IPEoKcLIZDKo1epPdRyPGjcKLCZfgxEXF4fbt29DJBJhbm4O27dvh81mw759+1BfX4/s7GxERUWBxWIhISEBU1NTiI2NxUsvvRSyl9fX1+PXv/41vva1rwGYj7sSEhKwfv16tLa2YnJyEnfv3sXo6CgOHz5MCQ+j0RiWtOdyuUhNTQWPx6N5z/T09LLjHpcrQobzwCMg55CsteH8iAiICry6ujrsZ5DY5Pbt21Cr1eju7sarr75KC74zMzNUMbgSOJ1O8Hi8RdczGbf9KFgslmdSzFuICMHwjDE5OYnY2FgIBAJER0djZGQEBQUFKC8vR3Nzc8gmIxQKodFoKDu5b98+TExMYG5uDiwWC7t376ZO3S+88AJaW1uxe/duREdH48qVKzCZTMjPz6fGUFVVVTCZTFi/fj1u376NrKwsSKVS+nnByTuPxwObzV42oQ9m9IOl749CsLwuOBhaCsRLgvRmtra2rigxfvjwIZWbFxQUoLGxESaTCUwmEwqFgh5vQkLCkv2NcXFxi/p1CVJSUkICrzt37sBoNKKurm5FsvqmpiYEAgFER0eHbKJkBNujRvsFm+gAv6uELTVHPBAIYMOGDWAwGNi/fz88Hg+OHDnyyGN1uVwhx+L3+3HmzJlHOjHHxcUhKioqpFLJ5/PhcDioc/pSjLrf78f169exbt26sI/bbDaMjIwsWdlQKpW4d+8eTU65XC7y8vJgNBpXpIBxOp2Qy+UYHx9Hfn7+ssTNUq0ehGBQqVTo6OigQd7AwAB+85vfoL+/H1wulxKEWq2WjqAl1Vm5XE7JiLi4OMzNzUEmkyEtLQ0mkwnT09NU8rzw/JHri2B4eBgKhSJEvtzf309ltTMzMzh9+vSyc+hbW1vDJtcKhQI2m41upkwmE7GxsWhvb4darYbL5UJjYyPEYjGqq6sxPDxMyT4ynUAkEoXI84lBLYHb7Q4x8/voo4/oGErSCkYqxkKhEC6XK2Q9Gx4extjYGIqKijA1NQWj0YixsTHExMTAarVibGwM+fn5YLPZePfddwHMKzYyMjLobyeTydDW1raoX3h4eDikapycnAwmk0m9aRoaGqgSgsvlruj+mZ6epn4DKSkpIWvEwmCB3Gfx8fG0vcNoNEIgECxqRwhWHQQH3MFmvB6PBwKBAIFAAPX19WAymXA6nTQII+N+fT4fcnJyMDc3h9zcXEqOkUkihMAgffMFBQXo6OjAqlWrQq7Z/v5+GmAqlUoYjUYUFhaioKAA6enpNGGPioqixIjVaqVO/8HfbWEQXVJSgpSUFAgEAly6dCnsuX6alU3SQ71wXyPJz5O0XBEFQ7CCZzkFA6kq9vb2wuv1UsIyWMFAkJiYiOnpabBYLAgEAlRUVKC2thYdHR2Ijo5GcXHxssdmNpuxdu1aapApl8vR39+PvXv3hpAFH3/88aK1hRBXxKR6OZCRt0uBy+XSvVooFGJoaIgahRLiDJgPytVqNaampiCVSqHT6dDQ0IDs7Gz4fD7U1dXB4XCAyWTCZrPhN7/5DcxmM2ZnZ7Fly5YQmT+5L6Kjo6mXVCAQAJfLpVO5FsZFWq2W/m4PHjygiqKlQMhCrVYbNk7h8/m0BWjh3hYIBDA+Pg6r1YqtW7eGbV0JRnt7O7Zs2UK9WMh6MDw8jE2bNtHXy2QyTE5OYtu2bQDm9+OFSpOGhgaUlpYiPj6eHhebzYZQKMSFCxdCnksqseQ8kHX7cVpQgwmGpZLtp00w1NXVISUlBYODg/jyl7+8onv77t272LVrF2JjY9HV1YXKykrcvXv3iYycCVZCMCwkX41GIy5fvgwWiwW/3w+n0wmj0YgXXngBwLxfBZ/Px8zMDLq6ulBcXIzk5GRs2bJlyXYdYjTe2toKYF5VMjY2hsTERNoaERMTgw0bNmB6ejqEYCD/HRyzcDgcsFgsmsirVCr09vYuqXYjIEomIFSptZSCwefzwWg0Ym5uDmq1GlarFYODg0u2nJhMJty/fx9VVVWL1q1ggkGlUuHYsWN4+PAh1q1bB7/fj8nJSVRUVKC3t3fZ7xAMYia7UOXBYrGWJKc9Hg/Gx8cBzN+vmZmZy7ZqfRaIEAzPGMRUyGQyobm5GXa7HYmJiWCxWHC5XCHJGKlg2e12WjEkFxohAIqKiuBwODA4OAgGg4H09HS6iefl5dEkVCQSweFwwGQy0RtvcHAQN27cQH9/f4hxmsPhgEgkQlNTE2w2Gx3jFO67zM7Owm63Qy6Xo7Ozk1YcAoEAkpKSwiaAC1skgjdFs9mM8+fPh2wqRqORTtoA5itkZO7xcpiYmIDf78fc3BwMBgNMJhNdREdGRqjB3PDwcMjoumDcuXMHSqVyRfJxqVSKzs5OTE9PLzJ8Wg4HDhxYtImePHnyka9bqGAgplTLJYhzc3OUaSdJ/qN6WRcSTCtVkZCgPfiaJiadMTExaGxsXHJcpdPphEKhwNatW5dkq3/605/i+vXrYX8bkpgSGXdSUhIsFgsUCgWkUikyMzPB5XKpKeFCXL58GampqYiPj0d2dvaS1xtRYpBz7nK5qInU9PQ09Ho9NBoNmEwm9TGJiYkBi8VCd3c3YmJisHbtWjAYDGzZsgUxMTGor6/H2bNnsWPHDigUCpjNZsTHx+PAgQPo7e1FdnY2ZDIZ4uLiYLVaERUVhQMHDsDv9+PSpUtgsVjYtGkTOBwO9u7dS4/1l7/8JTIyMug96Xa7MTU1hcrKSmzYsAFtbW2ora1dcoICmRQRbob04OAgvF4vysvLIZPJEBsbi1WrVsHj8dCkfWRkBDt27EBRURFmZmawZcsWiEQi9Pb24nvf+x6cTieKi4vh8/mwceNGCIVC6sMA/C7Y9Pl8cDgcqKiowObNm+Hz+WhrELlviIEhMc7i8/m4evUqNbn0er2wWCyYnZ1FfHw8rFYrbDYblEpliBRZLpdj8+bN9BqJjo6mrQ/B50WpVOLYsWOLzguXy4XVasWBAwfQ0tJCvSsOHTq07KQKn8+HH/3oR3T6wUoDT6FQSKvcOp2OVmsXvje5Z5hMJj1Hfr+f9uD6fD7weDw4HA4olUpwudwQX4oNGzbQ/ty0tDRqFkgqQCSQ5XK5kMvl0Ov1KC4uBpPJhFAoXFRlTU1NpdMobt26hZKSElRUVEAikcDv96O9vR3Xr1/H9u3bER8fj6ioKFit1hBDNyB8AEnWSVJpDIcn7Y0NB6fTSdthgrEcwRAIBDA7Oxuipln4WqIaIVhotEcSFJ/Ph5/+9KdoaGigxIJcLkdOTg6USiUUCgVNDIF5gn18fBxcLhcCgYASLSs9JwuTm4yMDMjlcqhUKlrhFgqFcDqduHz5Mnw+H0QiEdLT03H+/HmsWrUKSUlJVI25FLRaLVJTU5dUa+n1epw9exZ1dXVQq9X0Oli9ejXUajWuX79O1ZRXrlwBj8dDXl4eRCIRsrKyUF1djV27dkEqlSIlJQX79+/H7OwsTpw4gd7eXszOzqK9vR1zc3Pw+Xw0CQfm77Wmpib09vYiPT2dJkCEEGpvbwcwn3CQCikw3/oavJaEA5vNRlpaGi5fvoyYmBg6BQeYr0yWlZUhOzsbdrt90TVnMBigUqmQmZmJ9vZ2HDp0aNnP4vF4SElJAYPBwPHjx+n+rNFosH37dvo78/l8BAIBWkHl8/mLigWk8jw0NASlUhmS3N67dw+vv/46vReIRJ8QxDabDdHR0StKnIH5WO/u3bvU9LqtrW3RtSsWi7F69eoQJUYwpqamoFarwWAw8OMf/3hF/lButxubN2+GzWaDwWBY0WhJ4sfkcrkgEAgQGxuL4uJiDA0NPfEkBK/X+8ii20IFg9FoRF5eXkisSvxqSGsoMJ+gV1ZWYnp6Gnw+f8lCIoPBgNlsRlFREZ3SMjExgb6+PszMzCAzMxN37tyBSqUCj8fDxMQE3d/JfdDd3Q2Xy0Wvi+7ubkqUA/N7VHNzMwYHB0Mm6iwEya3kcjlSU1Mp+alWqyGTyRaR+3K5nH73trY22s7R2tpKP0MkElGDXYfDAY/HQxXMwfF7e3s7HYXZ0dFBPVZIbtTU1ASXy4Xu7u5lzUuDQVpLFyoelmuRuH//PthsNthsNpqbmxEXF/fM2ykiBMMzRm5uLkpLS9HY2Ii2tjZs2LABdrsdLBZrkQlSdHQ0nE4nNBoN+Hw+NTh0uVzgcDhwuVy4evUqAoEADbKuXr2KF198kQYRzc3N6OjoQEJCAqanpzE6OorJyUkMDw9DKpXCZrPBbrfDYrGgp6cHSqUSX/3qV6HX66HVakPM5xbC6XSCz+dj69atsFqtcLvdIRWL999/P+zrbt26hcbGRlgsFqhUqpDecpvNhoyMDBpUM5lMzMzM0IQEAI4cOfLIKrTf78eFCxfwwgsv4OLFizh27BhlT9vb27Fv3z5amenp6UFfXx8d97mw8qRWq8OOaloIn88HtVpN54kTkPaAheeuvLycusKHc+l9FILnDAMrm2c8NzdHJcLE4yP4miMzh5dzI14pwlUFiYKhrKws7GdcunSJjlA1mUz4+c9/HsKWe71eFBcXY8OGDUhNTcVXv/rVsBtrX18fLl++jBMnTmBqagrnz5/H2bNnUVJSAp1ORw24WltbFwUFer0esbGxyMnJQXJy8iLH8qmpKXqeGQwGdDod7Utvbm6mpI1MJoPD4aBS/2D36gsXLmBsbAy7du1CUlIS5HI5EhIS6OxugUAAr9dLCQwul0v745lMJmpra+H3+3HlyhVqAjY1NYWCggKMjIzAbDYjLS0tJKGKj4+H2Wymf9Pr9cjMzKTTKUQiEbxeL6KiomAymShZAcxf21u2bEFsbGzYJI1UrAmBVF5ejrVr1yIlJYWayHK5XNjtdmg0GjQ0NODmzZuorq6G2WzGxo0bUV5eDq1Wi8bGRvT09GDTpk0hU27cbjdV6TyqssXlcmmiDMwHsDabDdnZ2dixYwc1S2QwGIiJiUFBQQE9r8A8WVhfX4/9+/eHBGCzs7O0Gk++94EDB6DT6bBt2zYEAgFKbALzBCqXy4XZbMbExAQ6OjrA5XLxySefLFtNdLvdyMvLoxLa5ORk6PX6R3rIBPv26PV6SCSSRUlHuNnZPp8Pfr8fRqMRs7OzsFqt8Hq9GB4eht1uh8fjwQcffACpVErvBbvdjq6uLqSkpGBiYgITExPo6upCXl4eEhIScO3aNbBYLHz44YfUtNTn86G3txe/+tWvcOLECVqRJeuC3W5HXl5eSOWIEJoGg4HuRTweDzabDfHx8Yv62xcmBmazGampqZDJZEsSDE9zso3D4UBCQsKyCoaFqqeamhpMTU1hcnIyRDpMQK73hdW9hS0SHA4Hfr8ff/mXf4nZ2VmaRFssFqxZswYDAwO4efNmSKtEYmIizp8/j8nJSSQkJNDrksQYj0K45KasrAwymQz37t2jsmTS3rV27VrIZDL09vbCYDCgoqICmzZtQnNzMx4+fLjk57hcLgiFwiVJiNTUVBw5coSqZogT/0svvYSZmRmMj49Tj6jZ2VlkZWUhPj4e7777LiW+rFYrVSQYDAZa4CFG0Wq1Gl6vF1lZWRCLxYiOjobD4cDk5CRYLBaSk5PB5XJpAkMSI/JvMraX/F5EoRqMcGq5Xbt2ISoqComJiWAymTTRmJ2dxdzcHPx+P91vgqHT6cDj8ZCcnPzI2IC0FNhsNiQmJiItLY0SDOFGjZNrb6nKe2JiIurr66lKN/ja1ev1+PnPf07jntHRUQwNDeHQoUO0fSo2NvaxJjHV1tZCLBZj9+7d4PP5izwNTp48SePTcH4i7733Hr7xjW/gb/7mbxaZUS4F0p6TmJgIrVa7IoLBbrdT4+GEhARKrI+MjIQQDI9jIk4IyOVAxtgG/5ushyaTCVKpFJOTk/B6vZibm0NcXByYTCZ0Oh3kcjkcDgfu37+PGzduhH1/n89Hx5H/5V/+JYD5629qagp9fX3Iz8+HXq+HUqnEw4cPIZfLIZFIwOFwqAk7j8dDfHw8XnjhBTAYDMTHx0OhUIT8Xn6/HyaTCaWlpUsqXPl8PuLj45GZmYm+vj68//77tI0wPj5+kRJgcHAQdrsdTqcTHo8HBoMB0dHRGB0dxbp165CSkoLGxkZKMDidTqxatQr37t3DG2+8EbKXT05O4uDBg0hISEBSUhKqq6sxOjoa8h1OnDgBDoezIl+b4NcsxEKCobGxkeZGKpWKjlf/4IMPYDKZIiaPf+pwu92Ym5vD1NQU0tPTkZCQgJ6eHgwNDWFubi6EWSPtAyqVijrgEwVDfHw8rbb5fD6qXCBJMulRF4lEOHfuHDgcDkwmEx31FggE4HA4kJWVhbi4OMTGxoLP5yMvLw/bt2+H2WyGyWRCcXHxks7OPT098Pl86OrqosZup06dos8lJmXEURuYZ8LZbDZqamrwyiuvYGZmBnV1dbhy5QqA+QVpaGgI586doz1HRqMRDodjkbGZQCBY0vXebrdDoVCgp6cH0dHRIQvA7OxsSGV37dq1WLt2LYB5gobBYNCFmEhTVyItSklJQW9vLwQCAZXmk56rhZtdf38/rly5grVr18JkMtGNNhAI4P79++jr68OtW7fo8xcGv729vRgdHUVLSwtdYMhUkIXybYKenh4kJSVR+efo6CjGx8fp8wOBALq7uyEWi6khlN/vR1dXVwgJEQgEqHx2qeMD5g1/RkdHkZycjPT0dFRXVyMqKgp6vR5MJjNsssTlcvHWW29RUkkmk+Fzn/tciHTyo48+wtzcHFpaWujmtBBjY2MYHR3FxYsXYbVaMTExgXXr1sFgMECn06G0tBTR0dHQarWLJJPR0dEYHx/HhQsXsHv37hCJcCAQwJ07d7BhwwYEAgE6Nz4nJwf9/f345JNPUFtbC4fDAZVKhUAggDVr1sBoNKK2thYejwe/+c1vaK80k8mEz+fD1NQUDeZmZ2dhNBpp/2qw94DVagWbzQaPx0MgEMD69evR1dUFjUaD2NhYrFu3DjMzM5DL5YsqYySxIQGsRqNBeno6rXBHRUXRIFQmk6GsrIwGPDMzM3jw4MGS15bH46HXCGmBefDgAaampmA2m/H5z38efX19WLNmDVatWoX33nsPIpEI8fHxaGlpQVlZGe2bVigUaG5uxurVq6mpLRk319/fj1//+tfIysqCzWbD6tWr4fF44HA44PP5qL8BSbbq6+tRVVWFmJgY+nuQ68XhcKCjowMKhYJ6JvzFX/wF9WCorq6GSqXCuXPnAMwHUAaDAUVFRWCxWDh48CBu3LhBVRDA/Lpz7949up7Y7Xaw2WxMTU2huroaBoMBBw4cQEFBAQ1WlsLU1BR+9atf0TYqqVSKY8eOLQokY2Nj4XQ60d7eDp/Ph76+PqSkpKC1tRVOpxOTk5P4+c9/TnvwiUEeSTDb29vBYDAwMDAAhUKBuLg4mM1mmM1mtLS0wOFw4NixY0hNTUVubi5tl7Lb7RgaGsLbb7+NDz/8ECdOnKBBlVqthkQiQVpaGvLy8nDp0iW88cYbcDqdGB8fR25ubsgYM2K+Gs75nWB0dBRcLhcSiQROpxN9fX3o7OxEXV0drUoODg4ucpy3WCzYu3cvurq6YLFYwOVyERsbG5LEhfNlIBgbG6NqkEe1CwC/UzAEq2+AeaK6oaGBjkoOV31zu934zne+A7FYjOHhYXR1dSEtLQ0ymQxzc3PUJ4k8t6enh96z5BxMTk4iKioKk5OTdApTS0sLJBIJNBoN5HI5JiYmQtSFFosFcrkcXC4XdXV12LhxIzWqfBRIO1MwJBIJbWdhsVjo7OxETk4O4uLiQqYF/PKXv6TEi0gkWrZwQCq+y8FgMEAkEtGJRaTwQtZLso+kpaVh586d6OjooH3+RNFnt9sRCARw5coVTE9Po7m5GR6PBxKJhE4pWL9+PaKiojA0NITh4WEcPnwY69atg0QiwcjICAoLCzExMUFJ5YGBAWzduhUA6DEplUpERUVBqVSGJJLhkkqxWAyVSgWxWIy4uDi6DpMJSevWrcNvf/vbsAQDGRcdTNYCi4kMov4h9yAhsMxmM1XYBoPsm0vJzgsLC1FYWIhz585h//79IUUau92O9PR07N69G4FAAIODg5ienoZSqURubi40Gg39PYI/C5gnHMmaSkYkjoyM0BYiYgq5cF8npn3hzPvMZjNtNUlPT0dvb++SvhnB8Hg8cLvdYDKZ+Pjjj0N8BMjev3Bqg8PhgNPppMpEYn66UOpOyPqVEgwTExNobm4O+S2MRiO+9KUv0e8dHCuRvn5gfm0lU58cDge4XC4KCwupcvrYsWM4e/Ys3n77bRQVFS15HE6nE/39/TSmGB8fR0lJCbhcLr761a/C5/OhubkZZrMZZ86cwT/+4z+ip6cH9+/fx1e/+lUwGAw0Nzeju7sb69atCxvb7d69GwkJCTh9+jSGh4cBzJOLwSPaY2JiYDAYoFAosHPnTtTX10Oj0WB4eBgvv/wy8vLyQu6H27dvY+PGjfj6179OR0AODAzQNoMtW7bQtg/yPRMSEqBSqUJGLpN2L5/PR5VzxBtnpWqccFiK/A5uCwoEAnjvvffw3HPPYdu2bSHKy7S0NNy4cQP19fVP9PlPigjB8IzhcDjw8OHDEJkkMdvj8XghCTORFWo0GojFYnoxkWrT/fv36YQFlUqFqKgoxMfHo7OzEyqVCo2NjYiKioLb7UZvby9EIhEMBgNmZ2cpuZCamoqamhrk5+dTF+n169eDzWZjYGBg2QqGzWZDeno6KisrMTw8DLfbHXIjREdH4+c//zmsVitlDBkMBnbt2oXLly8DmK+SrF69mlap+/r6cOPGDeTl5VFnfNKHTsxkbDYbXnnlFdy9exdxcXFhe5nVajVyc3MxMzMDn8+Hn/3sZ/Sx6enpsHJmYH6jCU5oMzMzqW/Fo+Dz+aDVapGRkYHdu3cD+J1fwUJIJBLavhJshmU2m6HRaJCfn4+ysrKQzYUsFqRXPzY2NkQGr1ar0dfXh7KyMgDzFevgzUYoFOKll16icn5iQkeSIfLe2dnZVFLmdruh1+uxbdu2kMVeo9HQSvBCkL8lJCSAz+ejuLgYFy5cQHV1NUQiEW7evIn4+PhFCXDwtUN6qYl0lrR1MBgMvPTSS3A6ndDpdEt6MBCDqs2bN1PPj8997nN0fOFHH31EW2QWQqvV4sqVKwgEAmhra4NEIsHo6Ch6enrgcrkwOztLq/Ld3d24ceMGeDweVCoVnE4nHVVmNBrBYrFw9+5dzM3N4cyZM+Dz+bBYLHj11VchEAjAZDKRmJgYYlRGkg8iaayrq8Nf/MVfAJi/9mNjY2lgQM4RmXoAzAej09PTi/oHA4EAEhMTMTw8jJiYGNoecfnyZRw8eJBuyuQcBAdL6enpmJmZWTIRCzZ5JBXNyclJvPnmm7h58yZtlbl69Sru3LmDhIQExMbGUtUNj8dDX18fkpOTabV/enoaMpkMFy5cwKFDh9DU1ASr1Ypbt25hbm4OgUAADx8+hFQqhcvlgkgkwp07d3D37l0kJSUhJycHZrOZ9i4ajUY0NTXR89zR0YHS0lI6JvinP/0pVbaE29BTU1Np3yoxoRSLxZDJZLStwuVyIT09ncq4R0ZGkJCQAJPJRI1ww5k0hgORxLvdbojFYjCZTNTV1YUY1bpcLjCZTNo/WlRUBA6HQwPWtLQ0pKenUyVFf38/2Gw2Dhw4QPtaDQYDNm7cSMmQLVu2QCqVorKyko4tHB8fh1arDQkuSQJCFAajo6OYm5uDTqdDZmYmhEIhzGYzlV1//PHH2LJlC5VUBydDxMg3mHQIhtfrxfj4OPbs2YPo6Gj4fD4EAgEkJyeHTCwQCoUh5HEw4uLikJGRASaTiXXr1oWQyA0NDdDpdDh58uSiNe3evXsoLi7G2NjYI0cFAvMtd3FxcZBKpfT6a29vx/DwMMxmMzUcXCrYZDKZMJlMyMnJoe0npILs8/mwZ88eJCYm0vP48ssv09eeOHECd+/eRVFREbq7uyGXy3Hs2DGoVCp897vfxcOHD/Hee+/RBJLcs3FxcYiOjoZOp0NsbCx+/etfIz09HaOjoygtLV008tLtdtOWGpK4qFQqSnYHt+Cw2Wy43W4UFRVRgoOoW5qbmzE+Po7BwUGsWbMGBoNhUesfgcvlWnJUnc/ng1KpRG9vL/395HI5NWAOZ6TJ5XLhcDjAYDDA5/Pp+Gyv1wun0wm9Xg+dTgepVAqTyUQ9Yex2O/2eXV1dlEC32+3gcrk0Zuro6EBhYSHKy8tx8eJFOByOkKRGLpfTBCY9PZ2SuTabDSaTCTKZjEqtSWtEUlISZDIZHTlI1riYmBg6hjcYWq2WEj0ECoUCk5OT8Hg8GBsboxMcbDYbxsbGKKHgdrvx4MED3Lt3D0lJSTRmA+ZjKFJ0eZR3QLjHMzIy0N7eDqPRCA6HA4vFgvr6ethsNly4cIHuF0QRevXqVXg8Hni9XgQCAYyMjCA7Oxvbtm3Dhg0bYDQakZGRAZPJhI0bN+Lhw4eLvIk6OzshFArR2dm5iKianp5GIBDApUuXoFKpcPr0aYyPj4cU44KrvyKRCAwGA11dXZibm6P3QEFBAe7cuYPs7Gzs2bMHDx8+DEswuFwuGAwG5ObmQq1W0+JgsA8FIRiWa3kF5mPM6elpyOVy/NVf/VVIbnHjxg3MzMygsbFxUatpcPuqz+eDXC5HaWkp2tvbER8fj+rqavh8PuTm5mLVqlWLDOqB+Wsm2KTdYrGgtbWVrkmE9B8YGMB3v/tdrF+/Hp2dnSgqKoLFYsHly5dhsVggFArBYDBw6tQp+P1+NDY2ory8HI2NjWAwGI+cWHLjxg16TxB/O7VaDYFAQBUEHo+HxmS/+tWvQta01tZW2tYBzO/1pFXD6XRibm4OJpOJmnEqlUp6zMHXGFkXvF5vCMFAisULTdk/7aj2YAWDy+UCn8+Hx+MJIT2A+WlnZL17logQDM8YJOFVq9WoqamhMnEiL/qnf/onamoiFosxMzODrKwsxMbG0k1cLpfToCMhIQGbNm2CzWaDSqXC3NwcnnvuOZSXl9NAiwQsOp2O9jGmpKTA5/NhcnIScXFxaG5uhlKpRGJiIjo6OpCcnBxSSf3+97+/6LuYzWZ885vfDPlb8CKZnp4OJpOJ6upqHDlyJOz5YLPZYLFYISRBQUEBjh8/Thfmrq4uREVF0b7G8fFx9PT0oKSkBP/0T/8UkiATaDQaqvbIyMigG4rVakV/fz++9a1vhZXL9vf306AEAO2tI2YpwfD5fNi2bRslPkibS/DmtZRfQWxsLJ1VHrxAazQaZGRkgM/ng8/nh51lfvPmTfD5fBw6dAitra00Uc/JyYHf76eGUAKBIMQMJ1ieCcwrLj788EPo9XqUlpaiqKiIBgNkISTk0MKAj8/nP3Lji42NhdfrpQsxOYYjR45gfHx8EcEQXAkhEl4+nw+lUhni0MxisSAUChEVFbWkOSc5H3a7nfotkOcmJCTg6NGj1I+DwWCEXH+XLl3Cc889h+LiYlitVqxatQqNjY3Yv38/JicnodfraXL20Ucf4aWXXgKDwcCZM2fAYDCon0lnZyfEYjGSkpLw4MED7N+/H7/97W9RWFiII0eOUL+A0tJS9Pf3U2LI7/ejs7MTqampKCkpgV6vp4oYh8MBsVhM1T1OpxNcLheDg4M0sNDr9RgaGoLNZqPXIkloKisrMTQ0BJ1Oh6SkJKSmpmJycpL6YgQTDMGkBYvFQnZ2dtjrsb6+Hs3NzcjIyIDT6URbWxuVZo+OjkKpVGJ4eBgVFRW0P/9b3/oWPv74Y9TW1qKurg67d++GVqvF1q1bkZubi8bGRmzduhUsFgslJSX4u7/7O6jVahw8eJBWGRUKBb71rW/h7t27yM3NRWFhIW2tsFqtKCgogMlkwtTUFLhcLqqrq8Hn8/HKK6/QY3/11Vdx+/ZtXLp0CXa7HTdu3FhEohA36b6+PtTW1sLpdFLJsVgsxvj4OE0OgqtCBLGxsbhx4wYyMzOpe/1Kp0i4XC74/X5s2bIFubm5uHXrFiUvgfl75uLFiwgEAkhNTUVRURH9f4FAgOLiYvB4POzevRvf+9734PF4sHnzZhgMBhqQkaoxSTrFYjFYLBZiYmLAYDCQnZ0NtVqN7du3h5BOhCxhMBjYtm0bVCoVHYU8NjaGyclJaDQaSKVSWkX9j//4D4yMjKChoQFsNpvuf9PT0xCJRCgrK0NycjK8Xi9GR0fp2jk2NgabzYabN29S8sZgMEAul9PjMZvNaGpqgtfrBY/Ho+eNrF379u3DwMAAfD4foqOjcevWLfo7NDc3QyqVYv/+/XjttdfoekDMwl577bUQifVyqKurw9q1a1FXV0cT/p07d+Ly5cswGAyorKzE9u3bH7l+AvMV6Pb2dhgMBrz88stQq9WYnZ2lUvlwPbVmsxkikQi5ubk4d+4c2Gw2Ojs7ce7cObBYLHA4HOzevRvr16+nyr7Ozk5K8JSWltJzR5QN586downPm2++if/6r/9CcnIyhEIhoqOjaYGBKBQJ2UQmrgwPD9OEpr6+HmvWrEFpaSkSExMRFxcHk8mEvr4+SKVSvPfee/jzP//zRd+L7A9arTZkagSDwcDHH3+M27dvY926ddDr9cjLy4NMJgsZuRqOYLBYLLBYLFCr1VCpVHR9s1qteOutt3Du3Dn87//9v2EwGLBhwwZcunQJO3fupIkZGXUZFxeHhw8fhkxlIebUGzduhM1mQ39/PyXugflkLC4uDmq1GtPT0/Sas1gslNgge7nH40FdXR2KiorQ19dH2/xiY2NpK4xWq8WNGzdgMpnQ0NBAFRYKhQJyuZwSOoFAAEVFRXC73ZienkZXVxe0Wi0OHDgAiURCnfvJtXHw4EHU1tbSNj0Gg4Hz58/Twshy46aD29SCyRWBQIATJ04gNzeX/pYHDx5Eb28vLRpcuXIF6enpcLlcqKmpoaRXb28vamtrqarL5XLB6XTC5/PB6/Wis7MTdrsdX/3qV0OOxeVy4aWXXoLb7cZLL70U8tjly5dpCyBpKyPjQYkaJyMjA+Pj49BoNIiPj8eJEyfA5XJx4MABBAIBnD17lp7nrq4umM1mdHd3QyAQoKamBsPDwxgdHUVXVxdqamqgVqtRXl6OiYkJiMVicDgc/OxnP0NNTQ0qKyvBZrNpEYrBYCypZOjp6YFUKsWBAwfAYrHQ29uLjo4O+vuPjY3hrbfeWrTeBO9VZJ/Jy8tDS0sLDh48CA6HE6Kg8Hg8i37nlpYWsNls6vHW3d0Ns9mMuLg4uuavXbsWNTU11P9tbGwMBQUFWLVqFcrLy8Hj8TA+Pk6vj9dffx3x8fF0tHBcXNwj1X46nQ6VlZVwOp1QKpUQCASYmppCamoqTp06henpaQDzRR+yBx86dIjGhGNjYyHtFsTgkngQEbK2u7sbLBYLQ0NDyMrKWjT6lbSD+Xw+WCwW5OTkUJJood8Zacl61D6wHAkRTDAQFc7CfIO0RPr9/mc+SSJCMDxjdHZ2Ytu2bVAqlWCxWFCr1VAoFBAKhQgEAqiqqoJEIsH4+DgyMzNpQDE5OYl33nkHn3zyCcxmMwQCAXbs2IGSkhK88MILuHDhAp064fV60draiitXrkCv10OtVqOyshJr166lRm2BQABRUVF0rrpWq8Xf/d3f4Tvf+Q6qqqqQkJBA+xCJRGohgqWo5CYgFcnY2FgafJDZuABQXl4ektiTjZ+83mazgclkhlTe3W53yI2Zn5+Pubk5yvyHa19wuVxUJZCQkEArH1FRUdi9ezeGh4epzDAnJ4cGFufOnQv5rj6fDz/84Q/DmiOZzWbcvXuX9osR1/T79++HBL5NTU3weDwhrRjEaG2hgkGj0SApKQkulwtWqzVsQkeM83JyckIMOEn1EZg311k4nm4h2Gw2LBYL9uzZg4sXL6KwsBBmszkk+SHSOiLnJOeRuNcuJ/kifdILsbB6SRAsjyYz5OPi4nDmzBkqhQvGUmZNACgL/+DBA0gkEjQ3N6OxsRF+vx+jo6Noa2sDi8VCT08P2Gw2CgsL6Zg1IqVXKBRQqVTo6emhZosTExOIjY2FXC4Hj8eDVCoFj8ejPht8Ph+jo6P0Gk5OTkZ0dDQkEgkSExORmJhIN2wyVpQYWhGQJNxiseCTTz5ZRISRgI44mBcXF4ecTyaTCYvFgps3b+L1118H8DvCJjExkUp1yXl2u900kOnv74dSqaQb9Z07dyhJYTabcf/+/ZDzTgxni4uLkZWVha6uLojFYlRUVCA5OZl6s1gsFrBYLJhMJuzevZu6rI+NjVG2PS0tDU1NTbQV4b333kN/fz+uX7+O3NxceDwetLa2Qq1Ww2KxwOFw4Ne//jUSEhLQ1NREHaBlMhmmp6cRGxsLi8WCc+fOwe12Y2JiAgKBABKJBLm5udBqtejs7MTAwABUKhXu3LmDycnJRaNsJyYmkJKSgry8PFy4cAGtra1gsViw2+147rnnMDc3R1skwlXrSAXlhRdewPvvv49///d/h9FoxIYNG5CQkIC///u/D3sNk2qE3++HUCikhlmdnZ3Iy8uja2RTUxOdjjI8PIympiaMjo6is7MTNTU10Ov1mJubw/3797F//3709fVhdnYWlZWVcLvd6Ovro4kk8WAh1TtigOvxeDA6OoqkpCT6/YJ9CzIzM6mfBwBs3LgR7e3tuHPnDmJiYrBu3TocPnwYZ86cAZPJxIsvvgir1Rqi9Kivr8f4+DjWrl2LyclJjI+PU2WI0WiESCSCy+WibQrx8fFUUeF2u3H27FkA82t8WVkZnRoSTE6Ojo6ioKAAc3NzuHHjBp06kJWVhfr6eiqL/5u/+RsaNAcbjC2EQqFYtA61t7dDqVSisbER/f39sNlsePPNNzExMYGYmJjHMpQkAWQgEKBtZcQYbKmgk8xKLywsxHPPPYcXX3wRXV1d2L17N/793/+dkt5Go5EmkaQ6aTAYaDXz/PnzGBoagkgkwquvvorY2FicOXOGJvD79+/HqVOnaHL70ksvobGxkVada2trweFwkJycDJPJhMzMTKxfv54m6RUVFbh58yYUCgX27duH7OxsTE1N0VaEhXuLy+XCzMwMpFIpEhMTKflDJiXY7XaYzWYwGAy0t7dj9+7daGxsBPC7fvZgcLlc2Gw2aLVaSCQS9Pb2orKyMsSHgCgxCDmx0LiYVDhTUlLw1ltv0RZL4tjvdDrx8OFDREdHw+PxLFp7q6qq6Ig+8hgxwQt+LjC/L5DE64033qBqA+LQn5KSAo/HA4VCgSNHjiAjIwONjY0YGhrCqlWrkJqaioqKCmpsbDabce/ePRw+fBh/8Rd/gb6+PkoSer1e6scyNzeHO3fuhEy34vF4IR4MSxkMtre34969e4t+S9LGk5aWRgnfhSoT8v7EV0QgEGDPnj341a9+hR07diAmJgYOhwPV1dXQ6/WorKyEwWBAenr6ojaphViYtAVP5OLz+bSC/eabb9LEs6+vD+vWrUNPTw/u3r0LDoeDgoICuh55PB5cvXoVbDYbcrkcXq8XUqkU//mf/4mf/OQn8Pv9SE9Px/DwMH784x9j9erVYDKZ6OvrQ3Z2NsbGxqDVajE8PIy2tjbMzMxQjyyTyYQtW7YgISFh0TjHtrY2rFq1CiKRCFarFRqNBgcOHIDdboder0d0dDQGBgaoyTTB3NwcZmZmIBKJ0N7ejk2bNoHFYoWM8l7Y/uL1etHe3k7Xwq6uLuzbtw9+vx/j4+MoKyuDy+WiBQxyr7DZbGzfvh1yuRyDg4NYv349GhsbYTQakZOTQ1sbyW9SVlaGd955B4ODg9i4cWOIkW8wxGIxtm/fjpmZGWzevBlerxe/+c1vkJycDIlEgkOHDqGoqAg/+MEPYDQaIZfLMTIygtnZWXz44Yf4whe+QAuwwZ4bDAYD+fn58Hg8qKysxNatW+FwOLBlyxZqTL9lyxZcvXo15Hg8Hg+ioqJCWiQI4buw3UwsFkOj0SA6OnpZFcNSLUhA6D1jsVjCtpDZ7XbabrQSs/qniQjB8IyRnp5OHXdtNhv8fj9iY2NpT3hxcTFWrVoFmUyGNWvWUCf16OhoiMVinDhxAq2trTRQJ27JLBaLGimRnmSn04kf//jH+Ku/+ivw+XyUlpZCJBKhu7sbsbGxOHr0KH7yk58gOTkZfD4f6enp1OG5vLyc9uEKhUJa6Q2GXq9Hc3MzJBIJpqamaJDvdrtx9OhR+Hw+VFdXo7+/HwkJCdBqtWhtbQ1xsGaz2bSid/36dTQ2NlJfBlJhGxoagkQiof12BDqdjlayF0IikeDo0aOYmppCcnJyCNMYCASQlZVFVSMqlQplZWXw+XyQSCSLzAclEgnu378f9vckCapCocCBAweQmpqK4uLiECmxwWDAmjVrMD4+TpMp4odBvjPZgIeGhvDiiy9Sc8CFx0IqAoRdXsp8cqHD+FIzofV6PS5cuEBdd4eHh6HX6+nYwZ07d6KtrY1Kfr/0pS8B+F2g9SiCgchFSbWNsNrhensXEgwCgQAxMTH4yle+Evb9+/v76X8zmcyQyjSDwcCxY8doFXRwcBA7d+5Ef38/5HI5Tew5HA5SU1PR19dHr0Uy5s1sNkMul8NsNiM7OxuFhYVQqVTgcrnU7XhqagpHjhyh92BGRgYdIVlaWorCwsKQDUIsFlPShcj4TCZTCItNkprOzk4kJCSgrKwMBoMBfD6fSvVSU1PBZrMhlUpppYxsHuR67Ovroz13ZERiMKampijRODMzQ+WEZMzq4OAgjh07tqyx4OXLl6FWqxETE0ONMTMzM7Fr1y56bZJ2rMzMTExOTlI1hlAoRF9fH+Lj4zE2NoaRkREYDAbIZDIolUpqhvWVr3yFmrMCoFU5rVaLiYkJjI6O0gq4RqOBWq2mST+pHqhUKvj9ftTW1uL999+npom7d+9Geno6JBIJJBIJUlJSFgVw69atw6VLl3DgwAFkZWVBq9Xi9ddfR29vLyYmJqg0Gpjf5K9evUrPbVNTE6Kjo9HX1weRSAS/30/X/I0bN+L999/HO++8Q1/v9XqxZs0aVFRUUEWKyWSCUqlES0sLnRYyNTUV8nuSXnfiGq3RaFBZWQmxWAytVguv14vdu3fjm9/8Jurr69HU1ITNmzdj3bp1+PrXv06DNIFAgMOHD+NXv/oVbS2KjY3F+Pg4zGYz3nnnHaxfvx4FBQVhiV3i9cPlcmlgabVaqWqA9Mbz+fwQB20+n4/CwkJcvHiRttfExsbCZrPB4XCgv78fYrEYCoWCepUkJCTQdiRS0d29ezcyMzOxY8cOOg46eC0mDt5KpRKFhYUh7QUTExM4evQobt68CaVSCZFIRINDYN5h/bXXXgsJ0sbGxrB+/fqQc+HxeHD06FEcPnyYkrV6vR5Wq5X216+UYFiYdBUUFODatWs04A4mN0jLFyEjyLGT1goScP/gBz/Aw4cPIRKJaHIUvEaRREipVMLn88FqteLatWtwOp3IzMzEzMwMVbcAoC0FIpGIrvFarRZdXV1gsVhISkrCzMwMEhMTweVyqXz4v/7rvxAbG4ukpCQ4nU44nU6w2WzIZDI8fPgQfD4fU1NTaG9vp5VsLpeLDRs2LFK/GY1GqNVq5OXlobq6Gu+88w5Vni08j+QYiYEd8Z4ia5BAIIBCoaDnjnxHYLFxMZPJpMdFRuOyWCwolUqkpaVhamoKQ0NDKC4uXvSbm81mOuErWH6/lLEf8TaJj4+nCkIyIenevXuQSCTo6+vD7t27ERcXB5vNhs2bN2N2dhZMJhMSiSRkHGgwicPhcLBt2za69x8+fBg8Hg93797F66+/To/n+vXruH//PhQKBWZnZzEwMIDx8XGqVFwI0vZWVlYGJpOJgoICcDgcDA4Owu12h6hFF6pMyAjT4Eo+UeVt374dKSkpdE8I/i4Lp60QELKOfA75TsSLgpwXUgCZmpqipqDk98rIyKC+YhqNhiZ0Pp8PJSUlWLduHVUrvfLKKzh9+jReeeUV+lvr9Xr84he/QFJSEt5++236eVu3bsW9e/dw+/ZtxMfHo7a2FhUVFXTc7OTkJN3viJmyVCqFXq9Hf38/Ojo60NfXBwaDAb1eD6/Xi7a2NrDZbDidTgwODtLxwQRNTU34+te/jsTERPB4PJSVlcFoNILP59P1Jfha5HA4GBkZgdFohEwmw9q1a+H1euk19eqrr9JWR2ISefbsWaSlpdEx0cC8H0lzczNSUlJgMpkQFRVF23vIGpSZmYnnnnsOKpUKW7duXdL34fz58yH/JobcbrebFui8Xi9WrVqFQCAArVaLyspKJCUlITk5GZOTkygoKKAGssGorKxEf38/Xa+JOonP51PV4kK1ADGOJibl0dHRtECq1WqpB5rFYkFqaiouX76MPXv2LIrz2Ww2jZ/CjRZeeE0DoG1cQCiBZrFYqMl1uILfZ4kIwfCMQYJOn89H5wyTsXWkp5GMDmMymeBwOFCpVIiJiUFdXR01ZZycnKQBNUnGSLWQVOsMBgMyMjKQm5uL1NRUxMXFQSAQoL29HU6nE9u2bcOPf/xjAPOs+W9/+1vodDrcvXuXJhhDQ0OYnJzExYsXkZWVRS/a1atXIykpiUrAFQoFGAwG4uLiMDY2BpfLBa/XS5Ou/Px85OXl4d1330VFRUXIKCwmkwmlUgkGg0ETbzKKDph3Iz569OiiRIcY+hC5ejCIpEypVC7ykWAwGJRw8Hg8tPK1lMHYqlWrlhzvVFZWhv7+frhcLvz0pz+FVqvF0aNHQ4J/4vA/OTlJv4PBYEBycjKcTifcbjft7WpoaEBxcTFkMhl6enoWjS2yWCy0XzTYCXwhFs57Dhe0BAIBHDt2DLt370Z2djY8Hg8SEhLA5XJx8OBB3L17F1qtFlwuFzt37gyZgsBkMnHp0qWwQQWDwUBqairsdjtGR0eRkJAAjUaDrq4uWkEO5+0RfP6X+27AfEBps9moZJmMACIgcjDSZpOcnEzls+np6Th+/DikUim0Wi311yCTWoB5x+mXX34Zv/zlLyEQCGj/XWFhIXU3ZjKZeP311yEUCmnve3NzM/Lz89HZ2Ym7d+/iyJEjsNlstOobExOD0dFRGAwGsFgs2Gw2TE1NhRAMBoMBbrcbDQ0NtB3iX/7lX7B161a0traiuLiYGmWq1WpERUWhsbGR/hakikM+kyQbC/sYGxoakJmZiY0bN+L8+fM4evQo4uLiUFpaCqlUiuHhYVoxHRwcBJPJRE1NTQibnpubi/v379ORUzKZDFNTU7h9+zZNxIaHhzEyMkL76Ikqp6+vD0wmE0NDQxgZGcHevXvxpS99Cb/+9a+xYcMGvPbaazh16hSt5JFpLufPn4der4fD4cBbb72FHTt24OTJkzSwLC0txZkzZ7Bz506YTCbY7XaMjIwgNzcXhw4dQldXF9auXYt/+Zd/QWlpKZ0awuFwkJ6evqSRJTGJ8/v9tJr+2muv4eOPPw65LjMyMnDixAnavrJr1y7qF3L27Fns2bOHGjZKpVJs3LgRxcXFsNlscLvduHDhAk2gyDSSa9euYXR0FE6nEzKZDDt37qQEBNknDh48iDVr1kAgEEAoFMLr9aKqqgo3b97E1q1b6chAlUoFkUiE2dlZrF+/HrGxsVTxExUVRYlHAoFAgCNHjkCn0+HKlSvgcDj46KOPqKfD0NAQvVfVajWcTie8Xi9iYmLo/kYqy3FxcVShE6y6IeqhmpoavPbaa7h8+TK2bduGmJgY3Lt3D6WlpXRNI/f8sWPHaEJCFBdbtmyhfkPx8fGUMCfIyMigicFCdZhcLodWq6VjRwmZxOPxYLVaodfrMTg4iIKCAigUCly5coXONA++JzgcDqanp1FSUgK/308VNHK5HIFAAA0NDRgcHERCQgKYTCYOHz5M792HDx+GnPvY2NiQNojKykrodLoQ0+Cl2jbIyGKPx0OTr6SkJAiFQmzZsgUdHR3UGI2QxQwGA16vF7m5ubRCt2XLFlRUVODUqVNITEyEVCql1ydZw8haQ7wi1Go11q9fj+joaOTk5GB0dBSVlZVUPeHz+VBVVYXR0VFa7XU4HNi0aRMUCgXYbDaEQiH1DiEVYx6PF3aP9vv9UCgU1Ngs+DsDoQRDsDScjMAjVcSvfOUruHz5MoaHh8Hj8agxbvD0kuC9i6iyTp06BYlEgocPH1KPlf3790OhUECj0cBqtS4ieMmeHBMTA71eT8eoLkUwpKamoquri7ZZEFVGTU0NysrKcOHCBczMzIQoMIMTuOjoaExMTCA1NZWO8SXniBCBxEMimPAMPpb+/n7k5OTQc0zIJUIcLQSpmnq9XrhcLrz//vuIioqCSqWiflMAaItm8HsQZSuHw6FGv1arFYFAADExMZTQWXicpLWMKInI38hv73Q60dHRQf+m0+lgNpvR29sLYN5kubGxEXw+n/qApaWl0Yq0w+FAYmIi7t27R9svjUYjWlpawGAwEBUVhbGxMVy8eBG9vb0hkyU0Gg0MBkMISUkSSL/fj+rqavB4vEUxLTG9ZjKZtMV5cHAQmZmZ1Ly1qqoKTCYTP//5z2kMWVxcDIvFgoSEBBQUFIRUuOfm5pCWlgYOhwMul0vJaSaTGWKuSa4FUtAoKytDYmIiVCoVsrKyQtp+gPlYq7u7m5rYHzhwANHR0bRd1+PxYHh4GPn5+RgbG6MGpMFEPTC/rxFVQ0dHB1UrBWN4eJiOJ62vr8fs7CwePnyIqKgoquIjuRY5jwMDA0hKSkJFRQWuXr2K/Px8SjwFj3AuKCjAwMAAXTvIvW80GjE0NISf/exnYDAYuHv3LoD5Nai/vx9SqRRutxvr16+nXiY8Ho/GJENDQ2hoaKDX7f379ylBff/+ffj9frhcLjrqOxAILOl9Rd4fAPUvIkQIm82GSqXC7OwsRCIRvc6fJSIEwzOGz+fDqlWrkJOTg+HhYersT0gFsuAnJibi+vXr0Ol00Gg0yMnJwd69e6mTukajwcOHD5Gbm0urQuSGJD1GYrGYOjwLhUIaFDz33HN0oRcKhbh9+za6u7tplZG0UpAbLi4uDt/4xjdoEEQq76RyWFpaSp3UY2NjERsbi+HhYTpWK1gSvnHjRty7dw/Nzc147rnnkJaWhkAgQCXn8fHxyMvLw2uvvfbIkT9erxdisXjZ+b/hRiUGI5g1J0zfQizXDpCdnY3s7GwkJiZSVra2tjZEMaHRaLB161bweDzs3LkTo6OjlJQIBALIzMzExMQEPV6BQACRSESrL8Eg43MIM70Us7kSgoG4cjOZTKxevRoNDQ0oKyvDwMAAANAkJDhAD25lYbPZ2Llz56LP9vl8UCgUdMQXMQA0mUxgs9m0gkoqoQRWq5X+5kRiGg49PT1oa2sLcXQPVkgAofJhk8mEkpIS9Pf3Y2ZmBl6vFy0tLdSMrbm5GXfv3oXH48HLL79MNwaSHMlkMrzwwgsoLS3FyMgITCYTzpw5A6vVCqPRCKvVipGREQCg7tOFhYW4efMm2Gw2XC4X1Go1urq6MDs7C61Wiw8++AByuRxTU1MwmUwoKyuDRqNBS0sLent78fzzzyM+Pp5u5MSw1WAwoL29nZIFw8PDyMrKQmtrK44cOQKxWEwlxpOTkzAYDNTcR6VSobW1FSKRCEwmEyqVCgkJCcjJycHIyAiuX79Oe01JFROYr54IBAJotVrMzc1RzxFgflN98cUX0d/fj1WrVmFsbAx5eXkh8l5yPTc3NyMvL4+OWCPXqNlsRm5uLiwWC8bGxrBq1SrMzMxQ0ywyYYZUq7KyspCXl4eOjg6YzWZcunQJnZ2d4HA4OHr0KG0Vi4qKognUt7/9bZhMJiqxJudyZGQEMpkMCoUC165do8Z3aWlpIeReQkICdWQncl2bzUbbbHw+H9ra2qiZVH9/P/U28Hg8tCdWLpdT13GHw4GUlBQMDAxQXx2BQID+/n7ahjM7O4vMzEx897vfxfnz5xEXFwe9Xg+hUIhdu3bRwOzWrVtUDcLj8ZCYmIienh44nU7Y7XbMzs7SccZkT5DJZFRltmrVKgwMDIDL5VJJMvH0uXPnDgoKCiCXy2Gz2RAIBFBdXU0NHjs6OmhbicFgQElJCdxuN0QiEYRCIfbt20cDGzLOzWazYW5ujrZxXbx4EV1dXXC5XLBYLJidnUVNTQ20Wi1mZ2epIsvtduPUqVPYtm1byMQBMqoyeP0mgX8wMjIy0NLSAqFQGDIamNyjDx48AIvFwk9/+lNcvXqV+gikpaXB5XLhF7/4BdhsNiUitFotqqur6cSFV199FSwWC//yL/+Cb3/721Rl9+KLL+LBgwfgcDjYv38/kpOTMTIyQufBEyJ0ZGQEGzZsgMvlglgsxtjYGOrq6mg7CilQWK1WMJlMNDU1Ucnv1NQUrZ6fPXsWKSkpKC4uRm9vLz1Xc3NziImJQUlJCS5dukQLGQ6Hg5I8gUAAarUaZrMZ4+PjyMvLo4qa2NhYKBQKmlTExcXRCj2AkDWYrJ+xsbHgcrlwOp30/ZlMJk3yicO60+mERCKBQCCgBtRDQ0PIzc3FJ598AmCeBA5XzSTjdYkZLSEDzWYzpqamoNfrUV9fD7vdDpvNRtURRqMRfr8fFosFZrOZxlLk/YiqbTkFg0ajwaZNm7B9+3YkJSVhdHSUGo+Skb/kc8IhJiYGs7Oz1PuK3IMLQfxysrOzMTg4CI1GA5vNRsdxEjO5hefF6XTiwYMHdKzmwMAAqqurFykYyHsB4ce2kmslMzMTfr8fVqsVa9euhcPhQFJS0qLWMuB3hqekNZSQ+cSXZ25ujlb609LSQooY5PiDCQYyMUUkEoWoNIMJJUIwjI6O4vnnn8ft27cxODiI1tZWej2Q804mASQnJ9PrVigUQqvV4mtf+xpN4Mj4P6LS2bdvH1paWpCTk4Ps7Gxq8vjnf/7niI2NhcvlQk5ODlQqFW27AeaJ0PHxcapMAH5nkOxwOPDKK6/go48+glQqpSoyAHTy17p169DX1wexWAyn04mxsTHExcVhZmYGcXFxSEpKot40s7OzkEgkEAqF1Ics2PyPGLAG/7ZkfyMIjhuJH1Z1dTWdtBXOYD0xMRE6nY4q2QCExM58Ph87d+6E3+/H4OAg+Hw+fD4f7HY7WCwWJiYmkJ+fT6/ngYEBrFq1CtPT05ieng6J92UyGQYHByGXy9HV1QUOh0PjHyaTCbvdTuOZQCAAHo+HoaEhZGRkIDo6GkKhEFKplE4jW0iokKJv8Khdu92O6OhoutYEr0f5+flobGxEZmYmjYEIwZCYmIjDhw/DYrHg0KFDYDAY6O7uBpfLpQacZrMZr732GgCETORbCgs9GKKjoyl5bzQa0djYiIyMDFRUVEClUqGtrW3Z93vaiBAMzxj19fUoLCxEWVlZiCxoIcFQXl6O06dPY25ujs5lHhgYgEQioaaAVqsVNpsNH330EXw+H60gEtd2MmOXz+eHSGNI37RKpQKbzUZ8fDyEQiGysrKQlJSEL3/5ywDmHfKJzMfhcIQEZJ/73OfQ29tLx0fevn0bXC6XGhNOTExQKXTwZllcXIzi4mKo1WqcOXMGRUVFUCgU+P73v4+EhARqyKbX62kA4vF4cOzYMZqY+P1+nDp1CuPj44iLi6PMczioVCpYLBYqqw0GMbUhpjy3b9+Gx+MJ8U8A5vvMCgsLl5y5C4Cy6eR3DEZUVBS8Xi8NUkZHR2mAHGykB8xXzvfu3QuNRkPH4wWDjOEi186nUTAE94vHxsbiyJEjcLvd6O7uBjAv4ZfL5TTpj4qKorOTiXR6qZFyZAPUaDSoqKigyVRubi4qKirgdDrR3NwMjUZDGeO2tjbk5+dDq9VibGyMJpQL0dnZiZSUFGocRrwPnE5niESMnOv79+/TaRJkKsXmzZvhdrtDxlmZTCaMj4+jqKiIkipkPBeXy4Xf78fk5CRWr14NiUSC5ORk7Nu3D1euXKGBjtvtxo0bN2A0GjE6Ooq//Mu/xNzcHJXMKpVK8Pl8GhwplUq0trbSygKTyURaWhq6urrAYDBQV1cHj8cDi8WCCxcuQCAQ0HWCyN4yMzOhUCjoNBmXy4V9+/ZRrwCxWIzZ2Vno9Xo6XUOr1dJjqaysxMTEBJhMJphMJr2mzGYz6uvr0dLSQqvRcrmcVnWAebljQkICxsfHYTKZ4HQ6IRAIQjYyYpBKEucf/ehHAH4na9fr9UhJSYHdbkdKSgrduAFgw4YN9L4nx7Rp0ya0t7fTHur169djbm4OLBYLmZmZ8Hq96OjoCDH5YrFYKCoqgsPhgEajobLFO3fuYHx8HDKZDGw2m06KuHDhAn7xi1/Q16elpdE1zul0hpi3ms1mbN68GWlpaVAoFIiJicHhw4fR2dmJe/fu4cSJEwgEAnj11Vdx8+ZN6mY+Pj4OJpMJq9WKqKgoHDhwADExMRCJRCgoKIDFYkFJSQmYTCY++eQT9Pf3w+12o7CwEENDQ5iYmKC9uz6fD+3t7SGSYzKyuL6+HqdOnaITd7KysqBUKtHf34+enh7w+XyYTCZqTHbjxg3IZDIkJCQgJSUFycnJqKqqwrZt23D27Fls2rSJfsa7776LpKQk+jelUomMjAzqgbN69WrU1NTg5s2bAOYDsPr6enR3d2NoaIiaDU9MTFDFQXJyMurq6ug6NDAwQKe2HDt2DHw+H//2b/9Gx2WSz+3o6KCV/UAgsGgNBObXOb/fj9u3b6OwsDCEBIqJiUFKSgq2bduGqakpvPLKK7h37x7y8/Nx+/ZtuN1u/PCHP6Sj1FJSUvDRRx+BxWJhamoKzc3NaGlpgd1ux+TkJGQyGUwmE1wuF86dO0d70Ql5JpPJsHfvXrhcLlRWVsLv96OpqQnNzc1ITU2FSqXC5s2baRV94WQGYD4RnJubA4fDQUVFBdavX4/09HRYrVYcOHCAroG3bt2CyWTC8PAwXZsTExPpekd8G0iiMTU1ha1bt0IikaCnpwcmk4m6/t+8eRODg4NUqTAyMoLS0lJcu3aNrnNk1KxEIsHExATGxsbgdDqRlpaG8fFx3LlzB7GxsZBKpXSSAxkn7XK50NPTA7FYTJMVv99Pq+4L1yDy+5HKHUn2SIubQqFAf38/XR8ePHgAHo9H26wsFgv9vX71q19BIpGAwWCAx+NRgmE5BYNOp6PtKTk5OThz5gxV1I2MjMBms0GpVFJlDDAfe5CR4WR0M1FyxMXFIRAI0JiNkN3x8fF0HR4fH8fExATMZjMKCgpw//59Ok6arJ0OhwMGg4GOyPX7/XA6ndRbQ6/XQ6vVQiaTYWhoiLbaTU5Owmw2Y/fu3SEFGHLerVYrxGIxjWkWjpIMHsHqdrtDquYMBgNSqZQm4QwGgz5Xo9GEJRjYbDYMBgONCxQKBR48eAAulwuTyRTyPGA+gSWV7+joaNjtdnzta1+DXq+nU9aam5sBzK/dycnJWL16NY0jSWxDCOZAIIDh4WHargEAeXl5qK+vR15eHjIzMzE1NYXc3FzaXpecnEzvh6tXr9LYi5Bak5OT9BhkMhkYDAZV/5DjIiTc888/DwaDgR/96EdITEykRGtOTg5u374Nh8MBu90OtVoNHo8HsViMlJQUJCQkQK1WIzY2Funp6WHl8YT4IMQg+X+324329nYoFAq43W5ER0fTGIIoO4h/ycDAAAoKCugoXRKjmEwmCAQCGkcQg3GyzxDC32q10qkpxOj1a1/7Gm1bkMvlOH78OGZmZvBnf/ZnIdfT6dOn8fLLL+P8+fOYnp5GeXk5iouLIZVKYbfb6cjs/Px8mvcQIhUAtm3bhitXrlCfnoUtIUTZQP7+/vvv0/uay+VieHiYqhHINSyVSjE0NEQJ/JGREYjFYlitVoyNjUGtVmN4eJi2sgarb5bymlgKwcos4r9BighWq5V+Vn19PXQ6HVpaWh7r/T8tIgTDMwaRIwUrBIKDVbLY3rlzB2NjY4iPj4fJZMKRI0fw8OFD7Ny5kzJTZIawz+fD3r17UVdXh+npacTFxUGhUCA7O5vKAUnPu91ux507d6DRaHD27FlqJBYVFYXNmzeHjNAkG7pAIKDMMXkPIgMlbCCPx6PVVQaDQQkJUrUgfgoWiwUGgwEmkwksFouOS3K5XCgsLASPx0NqaiqOHj1Kq8KTk5P44IMPaL+V0WiE2WyGz+dDUlISZYN9Ph+Ki4tDJiUQdQTpgQ1GIBDA9evXkZ6ejrGxMVRWVqK4uDikqu50OjE6Oor/+I//wP79++nvU1FRQc1p7HY7/H4/Hcm2sP+PnEfyd7PZTKuECxEVFQWz2YzJyUlacQ7G+Pg4CgsLqXPyUgoG0j9NQBjYYIQzZwruD46OjoZSqaTJA2FGCcGw1GcTELllIBDAvXv3sGXLFqSmplI53tGjRzE3NweDwUAnnJCxoGRUFzCfPJw8eRIJCQm07UUoFEKn06G+vp4SIf/5n/9JNw+ZTIaPP/4YVqsVRUVF6Onpgd1uR2VlJXX0JqP0VCoVvc8KCgpQX19Px8D5fD6kp6fj1q1btMUIAFXqqNVqlJWV0ftXKBTS8ZDt7e3Q6/XUvX7jxo2YnJzE+vXrKRHS3d2NCxcuoLKyEiwWC1FRUThy5AiVb3//+9/H2rVraRJORgZu2LABBoMBo6OjqKqqogldeXk5/vVf/5XO9N6+fTuttCYlJaG6upp6EyiVShQVFaGwsBBcLhdTU1PIzMxEY2MjkpOTkZSURFUoPB6PerIEQyqV0vcnI6uITJRAJpNRaWh2djatkpEqmM/nw+3bt2EymSCVSql/C1EIkPciLvVr1qyhaiMWiwWZTAahUIj29naUl5fTFpNgQi3YiJIoKd544w1qXEl6lHfs2IHu7m5IpdKQthur1UpNn0hVnBBcbDabHv/9+/cRHx8PmUwGiUSyaPRqfHw8kpOTMTAwAKlUCqvViqysLMTExODcuXPYsWMHeDweWlpaaB91eXk5NehKSkpCf38/9Ho9Nm7ciBdeeIGSfK+99toiKeUHH3yAjIwMeDwepKWloa+vD0lJSVAqlUhOTsa2bdtgNptRU1MDnU5HkyCXy4WJiQmsWrUKXq8XCQkJmJubw4MHD0LUQTKZDBcvXqSB0dmzZ1FaWgoej4c33ngDAoEgpB1izZo1tAp6+/Ztui7n5+djYmICZWVlyMnJQUxMDFWB9fX1IT8/H21tbVQK39vbi3/4h3+gvzExpPvggw9ogkT601evXk09bWZmZpCUlASTyYRVq1bRyS3EY0ir1WJ6ehpMJpOuc6QixuPxaBJgsViQmZmJgoICvPjii7hw4QIqKiqwZs0atLa2wu/3Y+fOnWhvb6cKD6JgKCwshM/nw4YNG+i89YyMDJSXl2NmZobOab9w4QJ27NhBA/BXX32V3jfkv5OSkvDBBx9QLxWdTgelUklbG4H5Fj2LxYJvf/vbGBwchEAgwOjoKOLj4/GjH/0IBw4cQFNTEw4fPkx/V4fDgdzcXAwMDCAnJwf79u1DXFwcNmzYgIaGBiQnJ+Ob3/wmZDIZ/t//+3/4t3/7N8TExEChUKCjowNKpRIVFRUoKyujUujc3FxUVVVBoVBg165dSE9Pp+2aZDrOunXrKEnZ399P1QVFRUUYHx+nvjXBgTgxVCO/F+nd9/l8EIvFdKoMAOzZswcmkwlMJhO1tbU0sZubm4PH44FOp4NEIqGjgMl+GKxgCI4jiEEcSVDy8/NRXFxMK6HESG9ychImkwnd3d1YtWoVRkZGEB0dTScetLa2wufzgcvlIj8/HwKBgJrOWSwW7Ny5Ezdv3sTQ0BBN2lwuF6anp8Hj8SghGBcXR+Omy5cvw2g0YmJiAmw2Gxs2bKCkRHl5OTX0C1YtDQ4Owmg04qOPPqKkMWkhBYCamhr09PTQ/fGDDz7AxMQErUQTheOhQ4dom0BWVlZILHLv3j1s3LgR3d3d9Lz29vZicHAQvb29dN1tamrC0NAQYmNjMTo6Cp/Ph6KiIqouY7PZ+Nd//Vd6T5DYjLj4T05Ooq6ujra6VFZW0ladwsJCWCwW2O32EO8mYF5NFbzPhVNzJCcn0/YaYJ58CR577XQ6MTIyQn0vgotlVqsVKpUKDx8+BADcvn2bjiINvv8EAgFtq2IymUhJSUFzczMYDAb9jlNTU6iqqkJeXh42btwIqVRK2zYSExMhEomg1WoRHR297KjH6elpTExMwGg0or29nRIMRBkyMTGBqakpMBgM3Llzh5qN5ubmwuFw4MMPP8T4+DhKS0vR3d0NkUiEjz/+GHa7Hf39/cjOzqbnR6VSUUUkmdAml8tpsYKYsxOSqL6+Hmw2G2azeVGrcrA/QrBxOiEtMzMz8fHHHyMxMRFWqxWzs7NISkrCwMAAjUOI/4pGo6HnFgD1riEkGyGjyHkgxq0kbwDm27bHxsbA5XLx3HPP4d1336UEAvHmcrlcGBsbo9NgiMfQzp070dPTQz2ZwpmYW61W7N69m6qFghUMxKh58+bNiI+Pp+OBV61ahdLSUjrBkCiUnwUiBMMzhlgshsvlooyYz+ejPXtEogTM92KSwEKn02FoaAhyuRxjY2PQ6/VgMBgYHBzE7OwsysrKqLqAzD3mcrm0UsHlciGTyagJo06nQ35+PhQKBWZmZqBUKulYR5lMhoaGBgiFQhgMBtrjTSoTAPDgwQOkp6djbm4O69atw5o1azA7Owu1Wo309HTs2LED165dQ1ZWFp2tTtjgS5cuYc2aNRgZGaHVCZ1OR9spyHuQXsHExETw+XwUFxfTUTVtbW3YsmULHj58iC1bttAA22q14t69eyFKA61Wi3fffRclJSVh5fwkETeZTKirq8PVq1dD5gi73W5a1Vq1ahWys7OhVCoxMzODnJwcNDQ0wGAwUHZy3759iyYkEAUDCXxIRYQoNYKD8+HhYZw8eRI5OTlQq9X45JNPwGazERcXR3tkVSoV3SxEIhElb4IRCATQ3NxMyQK9Xg+VSkW9HoDfOTkvXHCampqwf/9+CIVCqNVqem0RlQCwvHM0ASHOvF4vfD4fGhsbMTc3By6Xi4mJCZw5cwY8Hg9dXV1UrkaUJkRNA4Am55s2bcKePXtw69YtZGdnY3JykgaP//iP/4jExES8+uqr8Hq9aG5uxuHDh2lfOTC/ABPTncuXL9NxkkR+OTg4SKt1NpsNarUara2t2Lp1Kw4fPkwr+93d3dQUKzioAOYDg8OHD4PD4UAul2PLli10isKLL76IhoYGHD16lCZG5eXlcDgc+N73vodAIIDTp09Dq9XS+8Hn8+Ho0aNUtREbGwuxWIyXX34Z7733HiXD9Ho9VQoUFRXh7bffxuzsLDVqczqdKCgowIEDBzA+Pk5HLEZFRSEnJwebN29GY2Mj9XGRy+VISkrC7Ows2Gw2XnzxRQiFQnR1dSEuLg4qlQrAPOFVW1tLTRMFAgHi4uJw8OBBek6kUilSUlLQ0NCAHTt2UJmsRqPBu+++C4fDgZiYGNy/fx9erxcffPABHQ1lNpuxfft2REVFobe3F3w+n7o42+121NTU0EkDfr8f//3f/43Kykra00oQFRUFq9VKFSn5+fmUJBofH4fRaIRWq0VaWhq2b9+OgYEBHD9+PKTypFAooFQqMTo6il//+te4desWrcLa7Xb88Ic/RGtrKw4dOoSpqSnk5+fTAJrM8hYIBEhJSaG+Arm5uYiNjUVubi6Ki4vR2dkJq9WKyclJvPHGG3QSD6kW5uTk0ATbYDDQGeIej4e2JpHJD3w+H0wmE2vWrIFIJEJiYiLKy8vxhS98Ab/85S8hlUrpRKKmpiaqpFGpVNixYwdtnyCjSxsbG1FVVRUi22xsbMSmTZvob/rgwQNkZGRgZmYGV69epWaqwfB4PNQc8fjx4+js7MTk5CT27t1LWzcCgQD1IjAYDOBwOHQNJC1ip06dwquvvgoul4u+vj46SpAomRQKBUZGRqistrKyEh0dHVAoFOBwOLTiQ65FgUAAjUaD+/fvIzExEXfv3sXExAQ2b95Me7+1Wi34fD5UKhXS0tKop47dbodEIoHb7aampjabDaOjo6itrUVqaipKS0shkUhQVVWFNWvW4OzZs9Tb4YMPPkBXVxfsdjslVkpKSqg/SX9/P77xjW+AxWKFVBp37dqF7u5uaDQaTE9PIyYmBn6/n673wPxaXV5ejhdeeAEDAwPIz8/H4OAgSktLMT09jSNHjsDhcGDPnj2or6+npHlMTAxUKhVNNAcGBnD+/HnacvHKK69gzZo1GBwcxNTUFCorKyEQCKBWq2nwTchkMlKXVJp7enrw3nvv0bGkJPAm95vL5UJaWhomJiYoATU4OAiFQrFoFLTL5UJraytd2z0eDwYHB3Ht2jUYjUZKQJD1mxBkKpUKVVVVaGhowP/9v/8X3/rWt+g90traCjabDbFYjKamJgwODsLhcNCWVdLSOD4+jtHR0UUeOmQsX1JSEm3/XLt2LSXYWSwWJQ0TExPpWMKpqSnakkKSiObmZsTGxqK2tpZOx/F4PBCLxVCr1dT4kBRSyJ5A2lu1Wi01w167di1mZ2fx8ssvh3hYjY2NITk5GcnJyVCpVEhMTERaWhpaW1vh9Xrh9/uxefNmZGZmorm5GRwOB/Hx8bh//z6OHj2KsbExWr1/8OABWlpaMDs7CwaDgTVr1oSsGSaTCZ///Odp/HDixAmUlZWhp6cHDocj5LlEAbNt2zZkZGTg/Pnz4HK5OHfuHMrKykI8G8j0EKVSiYcPH0Kj0eDWrVsQi8W4e/cuUlJSqF+RUqmE1WoN641B/K+CCeYHDx7QhLOzsxMejwcajQaxsbFoaWmhx0ig0+moeiO4bSghIQGVlZWIjo6m8fQXv/hFMBgMFBcXo7+/n46HJ/ElmSS0bds2qlojccA3vvENWiknRG6wiTZp5SOtBsTIeCEsFguee+451NXVISkpiSr+OBwOzGYz/vqv/xr/63/9L5SUlFBfNeJ3U11djZKSErz77rvYvn079Ho9srKy0N/fjy1btmBwcBB5eXk0CRcKhbhz5w7Kyspw7do1tLW1YWpqCnFxcfjc5z4HLpeLmZkZqnAhkzr++7//e5F6Kbh9gRRSJRIJpFIp+vr6wOVyIRAIUFVVRdW4ZK8kaw1pS66rq8OOHTvo38nvTbxOiMHqyMgIvaalUilmZ2dDJomQYoxSqaRTWVJSUtDU1ASRSASRSASBQEBbIRQKBSW8iSnlW2+9Re+NYIyNjUGn04UlGIxGY0irElEsZWdnIysrCxqNJqwx82eJCMHwjBEfH0+lRYQ1JiNaggkGpVKJmpoaJCcn4/bt22AwGEhISMCRI0dgMplgMBiwbds2OkauoaEBt2/fphdreno6pqen8fHHH9OqRXt7O+RyOYaGhqDRaJCSkgImkwmPxwOn04mf/exnmJr6/9l7z+i2rzPbe4MkCKIRIEiwgL333tR7t2VJtlxkO3ESp0x68WTSk0mcxBNnkjjFjp3YjmzZliXL6pUSJZJi7yTYG4hCAgTRiEIABAG8H3TPM2Lsufe9a703a9135Xyzokgi8C/n7Gfv357F1NQUPahmZmYQCAQQGxuLK1euIDw8nOyRLCPa29uLoaEhrK6uUlZco9HQhH3Xrl3Iy8uDz+ejWiWNRkO0WpYPczgcRDF2u93YsmUL3G43nE4nVXkC96YECoWCJmtMuWZOATa9tdlsBFnasWPHRzprgXsP/Pr6egSDQQwMDCA/P58y3F/+8pcRGhqKX/ziF8jOzkZ7ezt0Oh3ZDgsKCmAwGPDEE0/AYrFgbGwMe/fupckRW8yyd38lIXv51NXV0YaAwbW4XC52796Nzs5O7N69mx5QLPfKbJcOhwNZWVn/LZSOw+HQA2p2dhZ6vZ6m68A9IUGhUHzEbqrVanH9+nW0tbVBqVSisbER1dXVayaRPp9vjRDzP1srKytISEhAeno6tm3bhjfeeAN6vR7PPfccBAIBeDweDhw4gJCQEJw7d+4jE4WGhgbs3LkT8/Pza9w+ERERkEqlZAtlLyYA2Lp160fIvF1dXZDL5SgtLUVISAhtIJRKJVJSUtDa2ors7Ow1GzS2Mb6fVswmyH8/qWefKbPQDw4O4umnn8bg4CDi4+MRGxv7EWgWsz+z74tVV7G6p/T0dKSmpqK3txd6vR5zc3NkoywtLcVf//pX9Pb2YnFxET6fj0BZ7e3tcDgc1LySnp5OL8ienh7w+XxUV1djfn4eAHDo0CHcvn0b5eXlkEqlsFgs2LdvH77zne9gdXUVOp2OIJY5OTnkatFoNGT1n5+fR0FBAbhcLmXK2fdks9nWWFoBUI6TWYSZKMPssBkZGfD5fKivr6cml3379mFoaAjT09OYn58n+Bs72DHBwOVy0YYVAIlFHo+Hut/n5+cp/11aWoqBgQESuGZmZvDmm2+ivLwc5eXlVNHm9XoRFxeHrKwsHDlyBFlZWVCr1eBwOBQ3qKyshNvtJiGVLafTifT0dFy/fh0ejwfnzp2DUCiExWJBeXk5ARLFYjG4XC6mpqYgFoths9kwMDAAg8FA4CxWwXn16lW6Ztra2qi/e2JignLPISEhUKlU+OY3v4m6ujosLy/TfSQWiyGVSrF582a0tLSgrKwMWq0WUVFRZL1Xq9UUsbh/EsmaaVjtMgCyg7O4Q0xMzEdYMvfbgUNDQ+F0OrF582ba/PT09KCwsBA1NTUIBALo6OhATEwMLBYLLBYLioqKsHXrVkgkEpw4cQICgQAqlQrr16/HwYMHoVAosLi4iLa2NkxNTWF2dhZerxd+vx+jo6PU0c54KsC951liYiIsFgsCgQAUCgXee+89cDgcvPDCCyQ8l5aWQiAQEO8iMzOToI2pqalYWVkhErvD4cDCwgL2799PgFIWW8nOzqZneEFBASIiIpCVlbWG8p+SkoKRkREYDAaEhITgr3/9KxwOB0ZHR3Hr1i2EhYVBKpWio6ODoGKHDh0Cj8fDtWvXcODAAaSmpkIkEuH8+fPgcrkIDQ2lyFtHRweWlpagVqvJ1s54Q4zPw2IaR44cwcLCAlQqFdLS0vDEE09gZWUFXq+XIIXLy8tYXV0lzgNzfbCGgb6+PrJFj4yMYHl5GaOjo1i/fj0GBwcRFxcHn8+HHTt2wOFwQKFQoLu7m9wixcXF8Pv94PF42Lt3L11PS0tLaGpqgslkon9TeHg4tm3bhoaGBgJfs+cmizFOTU0hOjoaoaGhJBCw54XT6YRerycHhN/vx7Zt22A2m9HR0UEHCi6Xi1u3bsFms9Fhfnx8HGlpaXjkkUeo8SUuLg67d+9GSUkJXn/9dbpPgHvvn/r6ehQWFsLlctHAgT2bnU4nPvzwQ2i1Wmg0Gly+fBnFxcXweDxYWloCl8slkCRrJGJC3NzcHLZs2YLq6mq43W4aKDHhnzU0TE9PY3R0FF6vF/Hx8QgLC0NdXR3kcjnttd555x2C1AUCAbS1tWF4eBjz8/MoKioi52hSUhLq6+uJWt/V1QWRSISsrCxERUVBr9djdnYW09PT0Gq1VMnd0NAAq9WK48ePA7jn4mUCTTAYJOgeA+c2NjbC7XYTYLilpQUjIyOoqalBbGwsuVErKiowPz9PcViPx4MdO3ZgdHQUbW1tHxEYWD32/YwXj8dDkeOwsDCKIEZERGB6ehr79+9HXV0dZmdnERYWhs7OThKIpVLpGlfs6OgoEhMT1zTYjI+Po7W1FQ6HA1euXEFqaio2bdpEAkggEEBUVBSSk5Px+OOPr4kNvvfeewBAUTcmOAP/xTcRiURobGzE0tIS9u7duybuDPxXxMTpdKKgoIB4HUxkcjqdcDgcqKysxKVLl5CcnEzwXuYcEAgE1IqSmJiIlZUVivvExsbSMIYBwJuamlBdXY2dO3eSq/Sxxx5Df38/mpqaoNfrYTQasWnTJhQWFoLL5X6Ep3a/wMCGCEzYN5lMKC8vh8PhQGdnJxYWFiCXy2EwGBATE0P31+LiIlJTUyEQCDAwMEB15Cy+OTc3R87ZsrIyckeKRCKEh4evcYYwdsuVK1cQFRUFtVoNj8cDi8WC0tJSAi/KZDJUVVVheXmZ/v0sLvVxFe5sschIV1cXsrKy1kQkLBYLsrOzwefzYbFYMDExgcHBQdqL6fX6j2XM/Z9c/xQY/sGLqfTnzp0jWzSrY2N5NEZUjoyMpJszNjYW3d3d4HK5ZNG8dOkSlEolxsfHERISAqvVioSEBFitVoLvREVFoaKiAikpKXjwwQfx4YcfwuFwYMeOHSgtLcWVK1cgFotx5coV5Ofn0w06OTmJzZs3U+WZTCZDfHw8rFYr7HY7rFYrHfS9Xi/4fD5KS0vR2dmJ9vZ2zM/Pw2g00kQKuKeSqlQqBAIBqq0aGhpCXFwcvXBZllooFCI8PJxUVGaZAu4dWG/duoXBwUGyObE1Pj6OK1euEFRp8+bNiIqKor7vv19xcXGkJPJ4PDz00EMIDw/H+fPnyWXCVNDDhw9TP7TZbKZaIFZxxDbsLE7idrtpes+sUAy8wyyUjBwcCAQwOTkJnU6HHTt2oLKyErGxsUhPTwePx1sjWjDb2v+qaeH+9b9iMNy/hEIhRkdHUVVVRS9IJtywhx+bBP+vlkwmw8mTJzE8PIzBwUGo1Wqyqv3mN7+BTCZDX18f2V6tVisBkthiBGym1LLPlMfjEfCRKfb3U+XZRJ8t1mQQGhq6BhA5Pz+P2tpaDA8Po6ysDBs2bCB7amRkJDZt2rQGZnT69Gl4vV48/fTTH9tfzESdYDBIm5JgMEiNBvcfsg0GwxowF7MAA6AXDnM3sfvpfk7L7t27SXxj9Yn3f26ZmZk4ceIE4uLiyAK/vLyMI0eOrLEZ2+12ZGdnY2hoCImJiTCZTOjt7cXc3BwMBgP+9re/YXZ2Fi6XC3a7HWfOnCGbaVRUFMLDwzE8PEzPn/ujPawyMioqas3PzufzsW7dOtpYsQlTWloa3nvvPZSXl4PD4UCpVKK6uhqDg4MwGo3Ytm0bVldXER4ejtjYWOzbt48YKps3b0ZDQwOcTie6u7tpiqtWqwl+NT4+TtWNjN/AeANqtRqlpaV0rf/5z3+mqAL7nD0eD1Hye3t7YbFYEBsbi9bWVhISGTCOPbNYprqmpgYdHR0wm81wOp0ICwuDXC7H+vXr0dLSgqysLDrMzs/Pg8/nw263Q6vVIicnB3a7ncToqakp9PT0YGJigg68V65cQW1tLa5evYrS0lJ0d3dTBInlXC9evEiTkNjYWJw5cwavvfYaxGIxqqqqMD09TdPRYDCIffv20Yb25MmTsFgsGBwcxMrKCsxmMyIiIpCfn08AWqFQiPT0dOzZswfBYBC3bt1ac3+EhoaS62tkZAQmkwkbN24EcE/Uq6urg9lsxszMDAwGA8bHx2mDyaaGCoUCYWFhePbZZxEMBrGwsEBCc1FREWZnZxEdHY2YmBgSgp955hlyF9z/DAgGg1S9xgRpkUiEF154gZ4DFosFo6Oj2Lp1K+RyOWw2Gx544AE0NjaSo8blckEsFtN9YLFYkJycTLwYJkYyXg+fz6c2IQayu98Rxer85ubmIBKJqF+dwQQ5HA6xNAKBAFZWVnDz5k3s379/DWi3urqanGJHjx7F9PQ01Go1/H4/jEYj8VKcTifUajVtqv/4xz/i7t27GB8fx6lTpyjTKxaL8eabb9I+RK/X4+2330ZTUxO9HxkcV61WY3FxERkZGRTzYm0cOTk5WFhYQFZWFlpaWpCeng6TyYTR0VG43W6UlZVBp9NRu5DP56P2lvsX46nodDoSbdjgxu/349VXX8X09DQ9q1mEZf369eByuQRzZIdtxqsYHx+HwWDA2NgY9Ho9Cfs3btygQwXbwJ89e5YGIgx8yxxSYWFhyMrKQnFxMeLj43Hs2DGYTCbU1tYiEAhArVbDZrNBJpMhNjYWarUa+/btW3MtzM7OgsfjETfqd7/7HRYWFvDaa6/hxz/+Mdrb23H69Gl4PB5ERUUhMjISCQkJGBsbo+aDoaEhLCwsYHV1Fbdv36ZnU2NjI6RSKUHCH3roIayurqK5uZmEPz6fj8nJSbLrLy0tITs7GxKJBKOjo9Dr9XT/SSQS1NbW4sMPP6T9CYujLiwsYHh4GIFAAFqtFuPj4xRHYEOqGzduAABFCKKiolBWVkbCqtVqxc9+9jN6jpw7dw4mkwk3b97EkSNHMDMzQ9BWBvsLBAJQqVQQCASYnJyEQCAg8f3v90CdnZ0IDw9HfX091cNLJBI88MADiIyMxMrKCoaHh+H1eknUbWlpQX5+Pubm5vDss8/i9OnTSElJofjP/fuEYDAIr9e75jqWy+W4ffs2SkpKKD6wuLiI/Px8ql5m0NVbt26tiSybTCZERUWBx+ORS5P92SxKIRQKEQwGkZSUhN/85jdwOBzUWlJeXk7RP4lEQmIBA4eGhYVBq9VCIBAgMzMTy8vLBEz0eDyoq6uD2+2GUqkk6CuDbIrFYuh0OgwPDyM3N5ccJTqdDtXV1RgZGUFMTAxiY2MpXlBRUUENUkqlEo8++ijq6+upKe/+xVhWPB6PrkvWqpSUlISnn36afu/k5CSmp6fx5ptvIiEhgQZ2DQ0N9Ly5c+cOHA4HEhMTCVDOGrtqamroWg0Gg+QKWl5eRl9fHwYHB+kZxAZ6TJQoKSmBQqFAS0sLidCRkZHw+Xz072fOrPtbg/5+CYVCuFwuGhI4nU5MTU1BLpdjdnYW8fHx0Gg0UKvV6O3tJXE5EAhgenr6I8LS/+n1T4HhH7zYptLlcqGhoQE8Hg82mw0/+9nPCLLGNoD9/f2YmpqizTCreeFyuQRuW15ehkQiQUFBAaxWK2JjYzE9PU21S6urq6iqqkJvby9mZ2cxMTGBhIQEyGQyonwrlUo4nU6CH0VFRdEDiXEOpqamCC5XWVmJsbExOuQFg0H6/7AObIfDQQ95Ho9HD9iIiAiyebIHmUajgc/nQ0lJCX1ONTU1iIuLQ0VFBf0bWRQiLCwM+fn5MJlM2LFjx5rPlxGZDQYDJiYmaLpy8uTJNbbKj1utra2k/DLbqUgkwvj4OCm7wD01e3R0FL29vYiLi8PJkycJoPXiiy+ip6cHV65cwcjICIRCIT2olpeXcfbsWSQkJCAQCKC2tpZEipWVFQwMDKyZ/LKIQl5e3poHK2NmMB7C/5v195l0nU4HlUoFsVj8EQuz0+nE6OgoDh8+jKGhIYJ8MoWcvVwGBwdJBf6fLWbfA+7FHRi8i72orFYrDAYD1Go1JBIJ6urq1jgtXC4X6uvrKSc7NDSE4eFhrK6u0hSaKcn/HSQnGAxidHSUMoFhYWHIzs4Gl8tFX18f/bnh4eF4//33UVhYSETjd999l/gPACh2xESPzs5Oyt2p1WqcO3cO8fHxmJmZgd/vpyypWq3G+Pj4R7Ka99vWxGIx2W/vB2ryeDzqtxaJRJR1jYiIoMPW0NAQjEYjRUtCQkJQWVmJN998ExwOhzJ5rEKQkffv3r1LFsXJyUm43W64XC5YrVZIJBKyGrIXoU6ng8fjgVQqhUwmQ3d3N+x2OzQaDUQiEW1epqamEB4eThvDkpISeDwe+h6ZgMpEDxblqKysxCuvvILo6GjU1NTQVC8YDKK3txdarRb9/f0IBAL44Q9/SJZtxjRYWFgg1gP7rGNjYyGVSqmmjDFibt++TQ4YDoeDlJQUaomw2+2IiorCz372M7hcLly5cgXd3d3QarXw+Xxk7RaJRES+v3z5Mrkjrl27huPHj2N1dRWdnZ0YGRmBTCajKbVarabqvfb2dsrMlpeXo6enB8PDw2TndLvdCAsLw8jICIxGI6amppCWlobMzEwkJydjfHwcFRUV6OjoQGVlJTWysLYMsViM1tZWsskajUaoVCr4/X4oFAqkpKQgLCwMeXl58Hq9BEezWq0k3gEgsTM0NJSo4iyGEBMTQ/EklgNmTjJm9edwOOjq6qID5te+9jVs27aNgK52ux19fX1ITk7Gf/zHfyAQCODYsWOQSCTgcrmYn5+HQCAgAv3ExATKyspw48YNxMfHk007NzeX2lIkEgk0Gg0uXbqEiYkJmsRFRERAqVTSpt7lcmFmZgbJycnYtGkTiQv332sGgwFyuRxWqxWvvvoqJicnkZycTIMBRkKvqalBX18fAoEAhELhGqJ6SkoKzp8/D6/Xi2vXrhF7oKamBjabDUNDQ2hvb4fZbMbAwAD9G1jjVExMDDVRAaB89Je+9CX09/ejpKQEIyMjyMvLI2J+fn4+mpqayILNNuusTYbD4aC3txehoaE0fWQRxeLiYnC5XKSmpuLChQtISkqCTCZDUlIS+vr6IBQKUVJSApFIBI1Gg4WFBQwMDNC7ntXksnpL1u4RFRUFq9UKi8VCcEcmJHR0dODxxx/Hli1bMDExgb6+PvD5fBL47l+M88PgoIuLi1hcXERDQwPCwsIQHx8PPp8PiUSCY8eOESfp8ccfxx/+8AdERESAw+EgNDQUDz30EGXOmZBZWloKp9OJbdu2wev14ubNm/j6178O4B4jJywsDI8++ijq6uqQkpICiUSyBsLJxCE25GCCCaukHRsbw+LiIgKBABISEsg5xNaJEydIKGtsbMTKygo++OADDAwMoK6ujg5AAwMDyMzMxIcffgiJRILp6Wm43W6MjY3Ru5U9j0+cOAGFQoH8/Hxcu3aNHIBFRUXQarX03aWkpCAuLg4SiQRHjx4lkSEpKQl8Pp9YMunp6Wugq4FAAI2NjTTlXl1dRWpqKlQqFWQyGbXfsArwjRs34he/+AWMRiN+97vfAQC+/e1vY2lpCUlJSdi8eTOWl5chlUqRl5cHtVqNmpoaYth0dnZi79690Ov1aG9vR0REBNnRExMTERUVhebmZnqGMWdiIBDA6OgowsLCkJycDKPRCJvNhsnJSQQCAarYDg8PR0tLC0JCQiASiXDx4kUYDAai9NvtdhQWFmJoaAhdXV0YHR3FW2+9RXb9+79Pxk7S6/XknmCuWOZ8Wl5ehslkgkQiQXNzM2pqamhgaDQa6X0QDAbR19dHFaYjIyOQy+Xo7e2laHV7eztcLhft72tqavDuu+8iJCQEXV1dBDnn8XhISUnB/Pw8xGIxcWxCQ0OJhRETE4NgMEjuNeBeHOSpp56i6Hd/fz85Nmtra0lgEIlECA0NRXR0NHw+Hw1GGY+NibiPPfYYQkNDyZ0wMDCAgYEB5Obm4vLly5iYmMDy8jKefPJJ+j0ejwenT5+mfVpnZ+eavTQAGs7GxcVBo9GQu1AikZDAzJwJU1NTEAgEWFlZwcLCArm/BgcHaZjI5/PB5/PhdDqhVCqRm5sLDocDi8WC1NRUHDt2DD09PSS4MIdcSEgIvbsSEhKocYk1pzGB4eOAjKytKjQ0FAsLC3j66afh9/tJtBKLxeDxeDCbzZibm0NBQQFkMhlGR0dRXFz8sVWy/yfXPwWGf/Bi8LZgMIjZ2VkUFRXB7XZjfn6eWhfYwXjjxo1ISEignvmlpSW89957aGtrI6gaUxm1Wi3ViLEe6WAwCIPBgLm5OQwNDWF+fh5Xr15FVVUVGhoaMDo6isHBQbLrWCwW9PT0oLa2FmKxmDKTSUlJMBgMyMjIQEJCAqKjo5GcnIwrV67AbrejoqIC4eHhMJlMSElJwYsvvkgHZ4/HQ3Utfr8fL730ElFmWbMA25xFR0fTzbKwsIC6ujo0NDTQJJDBHFdXV2G1WsnyCvyXtTEQCMBqtUIgECAhIQG7d+/GW2+9hU2bNlFeln0+f790Oh2JHB6PB+np6ZDL5Zibm8Pg4CAJDCxTGh4ejq985SuIj4/H7OwsFhYWkJOTg8LCQmzYsAE6nQ6bNm2iCp3Z2dk1HdWMv7FlyxbYbDaEhITQpjA+Ph7h4eG4efMmurq6MDAwQF2+s7Oz4HK5iI+Pp6n/xy02iQJANi/23ydPnoTdbodEIqEpL1smk4leZi6XC36/n+r12MRMKBSu+Vn+uzU9PY3p6WnaFLe2tkIikeDQoUN0IDh16hTi4uKQkpKCp59+GnV1ddi4cSPdK4y6z+pXGSyPwfwiIyPh9XqRkpKyJge5sLCAu3fv0sZeIBBg27Zt6OrqQnp6OlVo5ebmYnJykmz2AoGADhUZGRl07d0P72SbZrZ5/fd//3cIBAJcunQJGRkZyMnJwQsvvIC5uTkEAgFUVFSgvLwcLpeL/o0ajQZ37tzB2NgYOBwO1q9fj6SkJBKTmE2ZCQxmsxm9vb3IyclBfHw8tm7disLCQszMzFDN4V//+ldy5LDF1Gun00kHdLaprKmpQUhICBwOB1mUg8Eg7HY7XC4XSktLodfr8fnPfx7vvPMO1Go1nnvuObS1tSEqKgr19fXkysrJycGhQ4egVqvR3d1NecbJyUmMjY3R1FupVILH48FoNCIkJIQAcMxRw2pfOzo60NPTQz8Hq9w6dOgQxsbG4PF44PP50NnZCZlMRvBcxhyQy+WIiYmB2+2meyY2NpZqxtjkPS8vD/X19ZBIJDAYDDh48CBcLhciIyNJuGJRHgD0GbGsLqt0ZMRqRn2fm5uDRCJBW1sbenp6IJfLkZaWhoSEBLS0tGBxcZEaIORyOdatW0cHPtYPnpOTQ3TsBx54gACJd+7cwYYNG5CVlUXUfcZq2b17Nx3EEhMTodPpyNKclJREzz+z2UyuIpvNBofDgdXVVWRlZcFsNmN4eJhcDmyxRqLY2FjI5XI4nU6oVCqEhISgtrYWer0e586dW2NJHx0dRTAYRHx8PCorK6FUKsHn8/G73/0OZ8+eRWVlJQkZrImEbfg0Gg2Wl5epdlMgEODGjRsoKCjAl7/8ZfzqV79CbW0tEhISwOFwEBMTA51Oh5mZGdrIsQ15dHQ04uLisLKyAo/Hg+7ubvB4PJSUlMBkMqGlpQV2ux2BQACLi4vIyspCc3MzDAYDtFotHA4H3n//fYyNjaG7u5ss+w6HA2q1Gs3NzZidncX4+Dh+8YtfoK2tDc888wzOnTuHtrY26HQ6yGQylJWVIScnB7W1tbBYLKitrUVbWxsGBgaQmJiIxMREPPHEE1CpVCgpKSH4WW5uLmQyGfh8PlVXA6Cq1+vXrxM4Dfiv1h/gXrtBcnIyJBIJHA4HeDweGhsbkZSUhKamJjpETExMID4+HjabjYYIbNMaHR1N8NLR0VE6lE5NTcHn8+GTn/wkxGIxvZ9FIhF9r+Xl5XA6nfSOZ2IWAMTHxyM1NRUOhwNlZWUQiUSU/Y+Li6Pr1+/3QyQSfUREZhGIyspKOnyOjIyQY+mtt96idzaz1UskEgQCAbS0tND1zYCyjLcBgPLXbIWHh6/ZpEulUiwsLNA7iEG1748SMXGKtUKx6s+7d+/i8uXLiIyMxOzsLCIiIvDBBx/A6/VidHQUGRkZCAQCGBgYQFVVFUJCQuD1epGRkYHIyEhwuVzk5ubikUcewfvvvw8ej4ecnBzIZDKkpKQQn6mnpwdRUVFITEykWuN169bh1q1bUCqVmJubQ2JiIux2OxISEiAUClFTU4P29vY10Ge5XE4W86ioKHR3d8NsNsNgMIDP5+MnP/kJgHt7J8YqiIyMRGFhIcrLy9Ha2orFxUXKwfN4PBQVFdHzLSIiAvPz87h16xaCwSCxCGJjY0mY/tznPgcOh4MbN25QY1lLSwuGhoaQnp4OjUZDApLD4SCuGBNpp6amKOrGamKjoqIgk8moPUUulyM8PBzx8fF44oknqEaZtVUxSHlpaSmJc42NjdiwYQNCQkJQUFCAYDCIQ4cOwWaz4bnnnltzvc7OzuLOnTsYHBwk4YEJKTabjWI+LB7BWnaMRiO8Xi8MBgOuX79OkaaxsTHMzMzAZDJBqVSirKwMXV1dMJvNcDgc9HsMBgPOnTuH27dvQ6fTIT8/H319fTAYDCSCzM7OUgykuLgYarUaERERmJycRHR0NDkF2DXB3tkajQaLi4swGAxQKBTYvn07cW3YkDIzM5NqsRcWFvDHP/4RdrsdOp0OLS0tmJqagkKhwHPPPYfa2lq0trZibGwMjz32GEZGRlBRUQEej4etW7dicHAQY2NjdH2qVCqEh4dDJpNh/fr1OH/+PDkUWOyaxQOYm/L+xhLmBmMx4o0bN8Jms1FDTkREBAoKCrC0tASZTIaRkRFwOBxIpVLYbDYSYjo7OyGVSuFyuXD69GlMTk4iPj6enDSTk5MkNDD4JXMXu1wugsgyEefxxx8nZxBbLOZjsVjQ2tpKcSMGk11ZWYHJZCJ2x40bN5Cbm4vs7Ow1w4J/xPqnwPAPXrW1tXC73TAajZiZmUFkZCTV/vT29uL48eNoamqC3W4nBRj4L9AVO9SFhITAZrPh2WefRUNDA9RqNcrLyzE4OEg5PGbdZbWQZrMZRqMRCoUCERERZKFzOp1ITk5GTk4Ompub4fP5CBRjt9spEsDj8ZCYmAi5XI6IiAgMDQ1h3bp1ePTRR3H8+HGCBLGXK7OjsqkSAGzatAnh4eHYv38/5HI5uFwurl27Bg6Hg89//vNU3fXFL34Rv/71r1FTUwOLxULwn4+zpHd3d5NCD9yzQ7e3t0OlUhE0jcUpXC4Xrl+/jn/5l3/5yJ/j9/tp88A6dJkVe35+fo31nQk4DJjD6kaBe86DEydOUBd2TEwMAbPYdBq491JZXFzE0NAQ0b9DQkJw5coV9Pb2YnJyEsA9cWBubo6s9Mz6KhAIEBMTA6FQ+JGoCIA1fx9zKzBuAnvxMHDa/YvH44HH40Gr1WLTpk2Yn5/HG2+8AZ/PB4PBgLS0NGzatIlq5P5n68aNG3QQYZv9/v5+PPbYY+jq6kJ2djaUSiVqamogk8mI3dHb20vwPjb1iI6OxsTEBMbHx2E0GuHz+TA/P4/NmzcT0ZlVtTJHgkKhICghswPeunULGzZsoKpKr9eL559/ng6/bMKWn5+PnJwcjI2NkaOHff/AvYqklJQUHD16FDk5OQgGg2SnNJvNUCgURCSfmprCsWPHcOPGDdy+fRscDgfNzc2orKzE0NAQUlJScPz4cWRnZ6OjowN6vR5arRZqtRqJiYmUn2VCzdjYGDZv3kwHEhZDYpORYDCIS5cu0f0wPDyM2NhYXLp0Cb29vdDpdAQ3ra6uhkqlQmhoKE3ZPB4PlEol9WKfOnWKpirHjx/HyMgIzGYzoqOjaVI8NzdH1VsmkwkPP/ww/va3v0EqlYLL5WLfvn1YXFzEsWPHYDab0djYiP7+fkgkEgiFQmqU+elPf4rQ0FCq/Wpvb6cc//z8PF5//XWqcMzIyMCuXbtw9OhRvP/++yS0arVaFBcXo7y8HM3NzSguLkZpaSlWVlYQDAZx7NgxYscwoUaj0WB0dBR37tyBVqvF0tISMjIyMD4+jq985SskxPB4PLr22dQgEAggNTUVRqMRO3bsgEQioexwTk4OKisr8dRTT2F1dRVnz55FXl4e7HY7HA4HWTLZs0Sv19PEjx14tm7dShuNyMhIsrMyVsDExAQ5Zu7cuQM+nw8ul4uFhQU6kA0PD+OHP/whOjo6MDIyQsKh0+kEh8MBl8uF2WwGn8+HwWAgy/if//xnBAIBZGdno7Ozk6j5+/fvR3h4ONra2pCYmIimpiYsLi4SI4g9F51OJ7kPYmJiEBcXh6mpKZw5cwZtbW3YtWsXGhoaUFJSQk0vAoEAUqkUbrcbP/jBD5CWlobPf/7zJKwxhg1zoygUCiwvLyMzMxMWiwU3b97E5OQkHA4H9u/fj1/+8pfo7+8nAj4TDJeWlpCZmYnR0VFMTk4SZ8DtduP48eOQyWRIT08nwUSj0SA0NJQcTPc/85llNTMzE3v37kV7ezsSExOh1WoREhICmUyGxcVF9Pb2EuGcRZN6e3vx4YcfIisrC3l5eaiqqkJbWxsiIiKgUqnA5/Nx8+ZNqrNcXl6mqTeLuzBocmtrK8xmMwn8bE1OTmLnzp3kPsrIyMDevXupbz4tLQ3f/va3kZycjJ6eHnR3d2NpaYk20zMzM4iPj8eDDz6I4eFh7N27F42NjVCpVCgoKEBWVhZNDxmY+eGHH0ZTUxPEYjEiIiLwxhtvICMjY01V7/bt29HV1YWQkBDMzMwQSPWdd94hoSshIQF8Ph+FhYVwOp0wmUzk/JueniZ2xsLCAjm9dDodsUZY/Okb3/gGMjMzcf78eTz66KMYGBggVgkTR5izA1jbqnT/s58tmUxG71i2J7vfos64U4888ghNJq9fv46UlBR0dHRQhHNkZAQPPvggpqam6N/kcrlQXFwMmUwGs9mMlJQUJCcno7q6mloR5ufnkZ6ejgMHDuDDDz+k6Mz9kS8Oh4OKigqUlpYScPcLX/gCkpKS0NbWhvn5eQKzVlZWEsPr/p/f5XLh5s2b8Hg8cDgcGBgYwK1bt0hEysrKouEFe3awFg+n04kTJ06QM4Zdq8FgEG63m+KDYrEYUVFRJEBwOBykpqbCZDJhZmYGYWFhOH78OLKysjAzMwONRgOHw4GMjAxwuVzk5+cjJCQEzc3NtJeLjo5GQ0MD7UsZU6SmpobcLYyzU19fj/Xr12NlZYWcZuHh4cjKyoJQKMSdO3ewZ88euFwumraz77SsrAw7d+4ki35TUxPGxsY+tsY7PDyc+FCf/vSnAQDPP/88uFwuxGIx1q1bB6PRiOeeew5yuZwYNO+//z41NzzyyCMU/WAux6985St455138Oijj+Jvf/sbnn32WUxOTiIsLAxHjx7Ff/7nfyIxMRGxsbH405/+RG02hw4dgsPhwObNm2E2m0kA5HA4MBqNSE5OhtVqJcZGMBiE2WyGVqvFwsICtcGZzWaKx7EIABNJ+Hw+NcQxl4HT6URiYiJd68vLy/ja176Gubk52msHAgGK+jHx2OVyQaFQ4OLFi8QL6ejooIr5tra2NRGS1tZW2Gw2FBUVUcPdc88997E8gr/+9a/klmZxL+ZmEAqFUKvVcDgcMBqNa56PMpkMAoEAOTk5yMnJQWdnJ+1f8vLyIJVKsXfvXly9epVYRqwm1mg0QiKRUDzYarVCo9FgZWWFRNz7nz8WiwUDAwMwmUzU7FVYWIiYmBgIBAKEhIQgLS0N4+PjsFqtyM7ORm5uLs6dO/dPyOP/35dIJCLnwerqKlJSUqDVahEMBiGXyxEWFgY+n4/4+Hjk5ORg+/btyM7ORkJCAt5++22cPn0aH374Iebn56FQKFBYWIiLFy8CuDcJ6OjoQF5eHmw2G9atW0c32saNG3Hnzh2awhmNRmi1WkxNTYHL5VIdlcViWZPJZKICg3lVVlYiLi4OSqUSXq93DWAkJyeHrMXAf1XtsNXX10fVgTKZjDa2THXW6/XQ6XRoa2uDQCBAT08PLl++jI0bN2JxcRF1dXUfERhYI0N5eTltCiwWC5aWlrC0tASDwQC/30/Zw7m5OZjNZoK5scXqz9ivs4kw+zMWFhaoPga4R09nHAQej0fdtz09PSguLsa1a9eIHszqo9hEha3GxkZYLBYScfR6PXJzcyEQCJCamkqxFNZ9feTIEURERJAtlb3YR0ZGcOjQoY9cawzwNDc3B6VSSZsttkli1U5/v2liEYDV1VUoFArKEP7Lv/wLbt68+bF/18ctj8cDu92OgoICeL1elJWV0bVWWlqKrKwssmOq1WoCNC4sLGBiYmJNHSCrlhsfH6eJGeNCiMVi5ObmQqPRIDs7GzMzM5TDZmwFg8GA4eFh1NXVQavV4ubNmxAIBOBwOOjv76e2FFarx2rRGCNEIpGAw+HQCz0sLIzsdI2NjWhsbITD4cD09DT4fD4KCgqgUCgoEy2VSqHRaGAwGKBUKqFUKikeBIAmwKzzvaenB1wuFxqNBn/7298QFxeH6elpyp263W785je/QXJyMh544AFEREQgOjoaRUVFqKyshM/no6iQUChEU1MTJBIJ1q9fD61WSxBYg8FAB0N2zVssFmKhsPt4fn4ecXFxdCBm02EmvERFRWFxcZHEQh6Ph69+9atQq9VIT08n2vKWLVswOTmJU6dOISsrCxMTEwgJCaGccEhICNatW0cOoZWVFURHR2Pnzp1QqVRwuVyUxbbb7aivr8fIyAhGRkYwOTkJk8lEkMH29naYTCZS/JnTi4HtPB4PBgcHiYqekJAAqVSKhIQEpKamYmJiAgaDAfX19Th9+jRN2CMiInDnzh3s3buXDtJCoRBjY2O4ffs2Ll26RE4fj8eD6elpCAQCnD59GiEhIeDz+cjLy0NzczMCgQA1/rDpgkKhQG9vL7q7u7F9+3Z4vV6KW+Xn5xO8ra+vDw6Hg8jWMzMzcLlcaGxshMlkQiAQgNFoJEt2SEgIxsbGEB4ejs985jNwu904fPgwXn75ZezatYugsezZUVtbC4FAgM7OTjQ0NJA9lMvlory8HFqtFvn5+XQQYDZ3l8tF74XZ2VkkJCSgp6cHaWlp6O/vp+fhsWPHKC/KKhAZ/JhxOyQSCWJjYyEQCJCRkYGxsTE0NzcjNDQUs7OzmJ2dRUdHBzGMGE+BRQDvr/IVCARIS0vD0tIS5YX9fj9Onz5Nh4iEhARqFRkZGcG///u/g8vlUtXeJz/5SaSmphKU8P6qv+joaGi1WnJq+Hw+9PT0YGVlhf7t8/PzuHnzJkJCQpCVlQWVSoXBwUHI5XKIxWLU1NQgOTkZbrcbhw4dgtVqxejoKLVFzMzMkJuCuaOYbZ3FGs6ePUsiAvvZ2XsyJyeHogwMwMZcYAx22NzcjImJCcjlcjokrKysoLCwcA2RvKamBhMTE9QKwVx3er2eJnsWiwXBYJDejy6XC4uLi9BqtXjrrbdgt9vx8ssvU4SMgVJZqxXLukdGRmJ5eRnvvfce7HY73njjDQgEAlgsFnLeNDc3w+12U70yh8PB8vIyDAYDZmdnIRAI8L3vfQ85OTkYHx9HR0cHbty4geHhYbS0tKCnpweDg4PkeDp8+DAJFzabDa+//jr12nd0dEAikWBpaQk+nw9f/vKXodFo6L+1Wi02btxITjBWe7u0tERRNQYe9Pv92LBhA7Zs2QKFQkEiL2v0aG5uRnh4OA4ePIiBgQEsLCwgEAiQ8Gyz2bC6uorCwkIkJCTAZrMhISEBbrcbo6OjkMvl+OQnPwmPx0PMKPacY4dkNuRiz6e/J+j39fWhq6sLe/bswdGjR+FyuWAwGHDkyBEYjUaEhYWRc+5Pf/oTFhYWIBQKsW7dOjpcSSQSdHZ2wu1203MmNTWVALYOh4OEkdbWVvD5fDz44IMQiUR04FQqldSWsri4iJCQEOJ1VVVVYXR0FEKhkAQsj8eD+Ph4HD16FIFAAHV1dRgeHqbYq1gsht/vx4kTJzA3NweFQoG3334bdrsdRUVFVDU5NzeHpaUl4kUNDg7il7/8JblwgHtNMqxmemRkBJcuXUJiYuJHbOkM5MhiUyEhIcT3YIMip9OJn//85xCLxRgcHKT2t/j4eHC5XPzqV78imPnAwAC8Xi9F2qampqDRaLB9+3a6pxmw9KGHHoJQKMSpU6eQnp5OjJ3bt2/jqaeewuXLl6FSqVBaWkrNSjKZDFNTUyTEsZpwFumwWq3YuHEjZmZmaJ9iNpsphjkzM4Pl5WVqwmIsGeaCXFxcpHaWs2fP0hCgvb0d4+PjuHnzJrxeLxoaGrC4uIiWlhZqdWIR7OjoaNhsNvB4PLS1tUGr1eLKlSsIBALo7OzEZz7zGVgsFvj9/jW1oX+/2M/AGimCwSA5SpVKJUZGRiCVSqHVagkgazAYoNPpMD09TbXGi4uLaG1thVAoRHR0NEEndTod7HY7FAoF5ubm8NJLL0GtVkOpVMJut9M+aHh4mKLKH9d+o9FooFAoaBCbmJiImJgYbN++nZy/TU1NcLlcxL9hMY1/5PqnwPAPXiMjI5Rpd7vd6OvrQ1FREVl8Kisr8dvf/hYejwd8Ph9xcXEYGhrC3NwcVldX0dvbS13lPp8PL774IoaGhlBQUAC9Xk+2bavVCpvNhrm5OXziE5/A+Pg4VlZWkJ6ejvT0dNy6dQsJCQnIysqiDRnbsIyOjiIvL4+UwdXVVbKZMjAOcM+67vV6MTU1BaVSSdneCxcuYHV1lV7+s7Oz9MDgcDioqqpCWloabty4gQ0bNuDOnTswmUyIjo5GQkICeDwexGIxWRfZC+Pvab9sMesguwGZbVUkEhGtmk33WHa6srISOTk59Gc4HA5ERkbi4MGD9D35fD6UlpYiOTkZSqUSmzZtIjcGs9rp9XrqGk5KSsLk5CRWV1eRkZGBzZs3U7d0VVUV9Ho9qqqq6O8cHBwksvTk5CReffVVPPvss0Tm1Wq1mJ6eRnx8PDIyMjA0NITy8nKy/05PT9M01WazoaGhgQQNhUKBoaEhsk95vV6CS7L+bHYA+fs1NDQEPp+PP//5zwgNDcXExATRxbu6uiiq8b9aJpMJXV1dlH1LTEzE4OAgpFIpXn/9dUilUqp8m5qaIqGD5enZf8/MzBCRvb+/HxEREfB4PNi+fTu2b9+O/v5+LC8vY2pqCl/5ylcgFosxOjoKm82GK1euwOVyITMzE9PT00hKSiKXwfz8PFndo6KikJKSgj179kCn0yE+Ph6f+MQncPr0aRQWFqK2tpZ+LsYLYPWOjMouEAjwwQcfUOc0O3gzMNLFixfh8/kQHR2NsrIyFBQUUM8zE7ZGRkZI2FleXkZ8fDy0Wi1FYfx+P+Li4nDo0CHcuXMH8fHxxF3weDxwOp3o7++H1+ulmFJiYiIJf3a7HW63m54rTDxITU3F1q1byZlQVlZG9GrWMe/1ejE3NwcOhwOFQkFkb0YnFolEkEqlKC4uRmFhIYRCIdVshYWFobe3Fx0dHfjLX/6CdevW4cqVK1T3pdPpMDc3B7lcjvPnz5MLidGnDQYDDAYDtdqwfw+LGTGLYmxsLBH1BQIBiouLkZGRgb/85S+QyWQwGAzUby8SiRAXFwer1YrU1FRwuVzw+XxERkYiOjoaW7ZsgUQiQWRkJCQSCW7evEmA0YyMDGzatAl3796Fx+OBXC6HTCaDSCTCkSNHKA5mMBjof2cb1UceeQTZ2dk4c+YMucEEAgHxTJgYxzgJwWAQFy9eRFhYGG1YWDtPdXU1bDYb3njjDbJwFhQUYP/+/XC5XHj55ZdhNBqRkZFBG+0XXngBBw4cQFhYGFpbWzExMYGcnBzk5+ejs7MTY2NjcLlc2L9/P4B74nR4eDi53F599VUIhUKoVCrExsZSg8DAwAC5iz744AMSD9gBkwnprILtnXfegUqlwltvvUWZ9ObmZgIDs6gCgy0yRwiHw0FkZCT8fj+8Xi+JXiaTiezVwD043OrqKhHzGeWcVTmWl5cjJSUFf/3rX6HRaLBt2zbEx8dDqVTSM+HmzZuIiorC0NAQgHu52NDQUIyMjKClpYXgx6xL3W63w2Qy4fXXX6e+823btmFxcRF6vZ7iM2FhYRQfSE9Ph0gkQlpaGrZt24bo6GhqNxgZGSGCPHPs7Nu3D3a7HU899RQ8Hg+ee+459Pf3Y+fOnUhKSsJrr72G1dVV1NXVkUi3urqK6elpvP/++1heXiYBj1VSsngRAFRWVmJgYADV1dVYWloikSE9PR06nY5+/+LiImJjY5Gfn4+ysjL4/X6UlZWhrq4OISEh5BxjG+bKykoUFhZi69at+Pa3v41HH30Ub7/9Nvbv34+VlRXa7zDRbMeOHfD7/di+fTu++c1v4ne/+x25P1wuFyoqKtDX10fVmLm5ufRv6u/vp8Pn8vIy1q9fj4WFBaSkpOChhx5Cf38/Wbe3bNlCLVfMBVJaWkptFgaDAd3d3aiqqiKBJDs7G5WVlXj99dcpN8+ubfZZMJdZT08PNBoNlEolKioqoFQqUVhYiPj4eIyPj4PP5yMxMZHYSgkJCVi3bh3i4uIwPz+P0tJSTExMQCqVUpNJc3MzioqKEAwGweVyUVBQgNXVVaysrBDgkwEVTSYTbt++TZDOQCCA48ePY2hoiK5JnU5H9P2pqSnU19dDpVLhlVdegVQqpXYylUqFpaUl7Ny5E2q1Gq2trZifn6fnbiAQQFxcHPh8PjXRzM7OklOGz+dT3JId3lwuF8rLy0lsY/XnTPS/n1/AYpYdHR00NOnr66MD3fj4ODZs2ACNRoOcnBwCF7OadOZeiYuLw507d1BRUYHq6moSsfr6+pCUlERxDlbLzK6J2NhY+Hw+iESiNeICsJZzxfgNqamp9A5iwza73U775QcffJAYAIODg0hPT6da8927d8Pn80Gj0aC2tpas77t370ZjYyN+/OMfg8/n49SpU6irq8OLL76Iy5cvU3xsfn4e4eHhEIvF5HqVyWQk5Hu9XkRHR6OzsxMajYYiFVqtFpGRkejq6sLExAQxlhISEtDW1gaPx4O8vDxs3rwZxcXFeP755zE7O0sCOWs+kkgkaGpqgsfjwd69e1FcXIyDBw/S5/DUU08hOjoaiYmJaGtrA5/Ph8/ng1AoxAMPPEDP+oceeggzMzPo6emhZ3dWVhaOHj2K3/72t7hx4wYOHjyI69evQywWIy8vj1hfubm56OzsRG9vLxQKBQQCAbmSP27Z7XZs2LABU1NTkEqlJFJxOBxYrVZERETA4XCAw+FgamqKHCwVFRWwWq3g8Xg4fPgwtYmx+tbh4WEolUqCdDP3VW1tLfx+P7Kzs3Hnzh2srq4iOzubIPUsKs+uKY1GA4vFApvNRvsPPp+P7u5uzM/Po7KyEuHh4VhYWCC3JXv++/3+jzTc/Z9e/xQY/sHrypUrlKP1+/10kAXuZSYZeE0kEuHQoUN48MEH6SWiUChoome1WlFQUIAf//jH+OxnP0tWObYJtdlsdDGLRCJMT0+jpqYGbW1tqK6uRmdnJ2ZnZ5GVlUVwyGAwSFml1NRUjI6OEvHUarXC4/EQsKi3t5cq/5g6XVJSgv7+flRWVoLD4WB6ehqPPvoo9bIuLi4SOKi8vBx6vR7f+ta3iJL+ta99DSaTCQkJCXj44YcJJPPII4/8b33GDKbI4/GQkZGBmZkZbN++nSjwrKrvfoHB6XSuofkzIi8AAtH86Ec/QkpKCk2tn3jiCVLe7XY70cB5PB78fj9BgdgmyOVy0VQeuAfHCQ0NpTpN1izBAIeMf2E0GolqyzL6n//85wlkZbVaMTg4iJycHCQlJaG3t5csxuyAyKYSRUVFCA0NhVQqhdfrRWFh4UeotRqNhiYqAHD27FkYDAbYbDaoVKqPjal83FpaWoJCoQCPx1sD+0pNTaXDBqPb/z0sUqfTwWKxoKCgAHa7HQKBAF6vF3l5ebBYLIiMjMSTTz4Jr9eLW7duYfv27eRmSE5OhkAgQHJyMkZHR5GTk0PMj+XlZXC5XBKtDh8+DLvdjnXr1qG4uJjszykpKejq6loD+mQrIiICsbGxEIlElKEHQMIfy7oyqOC7775LrQQMvhUREUFMkKKiInLfbN++HS+++CJmZ2epv5yJWMxB8Z//+Z/0wtq0aROkUilSUlLITpyYmIjh4WF0d3dDKpXSdSUQCLBhwwY0Nzfj0KFDGB4exq9//Wu0tbXhqaeeQlhYGN544w04HA6kpKRgdnYWKysrCA0NxeLiIjZu3Ij5+XnIZDLcvn2boitLS0vETggLC0NOTg5GRkawadMmJCQk4PLlyxCJRIiJiUF4eDhNiYVCIVJTU9HS0kIOH5a9NZvNBGk0mUwIDw/Hnj176ADncrkQERFBUa4nn3wSAoEAp06dglKppMmvxWLBtm3bMD8/TxlLBtJjgkxXVxfdmwkJCXS9LC8vQywWY+fOnaiuriZKv9/vh8ViwWuvvQaz2Qwul4va2lrw+XzExMTgd7/7HY4dO4aUlBTKrRcUFKCyshKrq6sYGxujw7nf7yeY5v21qlVVVRRHMJlMUKvVSE1NRVJSEpaWluB2u2EwGHD69GlIJBJq8vB4PDh48CBEIhECgQAsFgsyMzMJ2sj+nldffZWmtjqdDk1NTZicnKSNJnPDORwOxMbGIisriyq8TCYT/vCHP8BgMMDr9WJpaQnt7e1ITU2lDO/4+DiioqKg0+mwtLSE1dVVsnSzWsLIyEjweDyMj48jMzOT/q6ioiJ6dwWDQdpQNzc3Iz4+fk0l5tLSEtXh5ebmQq/XIy4uDh6PB3Nzc7DZbDhx4gT8fj8JDGazGePj49BoNFQbLRQK4XA46EAul8uRkZFBVH4WJ2JuJwDYu3cvdu/eDZfLhfb2doyOjpKbQSQSITk5Gdu2bYNMJsP58+cxPj4Or9eLuro6eh4uLy/jtddeo7YQ1ibBBNfh4WHo9XpqHGLTUJFItCavbzKZ0NzcTBvojo4OWCwW7N27F08++SSsViuGh4dx7NgxYkIwgeF+x5rb7UZGRgZEIhEKCgpw69YtxMTEwOFw4IMPPkBWVhZB2RgsUqvVQigU4rHHHqOI1vr162E0GiGVSpGeno6ioiLafzAreHx8PIRCIWX6mfPLYDBgZGQEZ8+ehVQqJXcVE15WV1dx8OBBGI1GZGZmIiIigmCnKpUKSUlJZPVOTk5GS0sL1exFRkZCrVbDbrcjJCQEMTExeOihh5Cbmwur1Qqfzwe5XI709HRiLgGgg45er8edO3eQlJREoiQAHD16FG63G6+//jpEIhHi4+NpMutwONDR0YHdu3fjM5/5DJ577jliYq2srEAikeDixYvo6upCfHw8MbHGxsag0+moaUyj0cDr9WL79u3o7OykSKBSqYTFYqH3DbOUr6ysIDk5mTgGSqWSnnM//elP6aBnsViwuLgIjUYDrVaLlZUV6HQ6TE1NIS4uDn6/HzabDaWlpTAajbh69Sq5p9h+JSoqCm+//TZWV1eh1Wrhcrlw4MAB9Pf3Y3BwEB0dHaiurkZsbCxu3LiBsbExeo6bzWbil7hcLrz33nsU5dHpdJBKpZiYmKDvIjExEcFgEPn5+XC73dDr9RTpKyoqwuDgIO2zLBYLNBoNzp8/j2AwiIMHD1L0iu0DVlZW8MADD9D3/PLLL1N728rKCn7yk5/gO9/5Dk2X+/r60NHRgbfeemvNnsXhcBCLgAmSFy9eJBZPbm4uQTHVajXy8vIIBMkaj5grwOv1wmKxwGw2U3yO7WcUCgXWrVtHQnlMTAxCQkLQ3d2NkZERiuowUXr37t0wm80U22FuXpvNhvT0dKob7enpQVhYGDweD27duoXx8XF6h4SGhkKpVGLXrl0UNQTuMUgyMzMp+9/V1YXCwkIaOuTm5tI+eGZmhrhLCoWC3F9FRUVUTc8O1ezdIhQK0d/fj4mJCfT29mJ6ehohISH0zG1sbERISAju3LlDYjZ7VjKYL2NCMYcIc2mvrq7C5XJh586dtP/yeDzUWnfkyBG6ttxuN9avX49NmzahtbWVasQZo6y0tJQGFEeOHCHHJKvEZAOGvLw8zM3NQaPRYN26dTSM2LJlCzQaDXQ6HYLBIDZs2IDJyUkMDQ1h48aN0Gq1ePPNN9HZ2UlRH5VKhXXr1qGgoABhYWHUMri0tEQx0vz8fGJoWK3WNWecf8T6p8DwD16HDh1Cf38/Dh48iJmZGSKOMpI42+zyeDzU19fD7/dDpVJheXmZOpVZn3xvby9++ctfoq2tjTb3KysrxGuQy+WUBWeVh2NjY+Dz+VCr1Zifn0dXVxe8Xi+Sk5PphikqKkJ1dTXKysrQ3t5OdjR2kJVKpbRhZVmsnJwciMViiEQiLCwsQCQSURaSRQXsdjs1aDDA5JkzZ6gx4+c//zmGh4cxNzeHkydPoq2tjX4mNlFjfy8A2jD+/WJuh5CQEMjlciQmJuLcuXNYXFyknC9wr6Jy/fr1BC67Py93PyCLqeEMjDYzMwO3202Eb+AeeIUB1zIzM2Gz2ZCcnAyhUEgUY7FYjMzMTIyNjQG4J1xs3LgRcrkcOp0OCQkJmJubI9gnOzCzTY/T6cTbb78NpVKJ/v5+8Pl8lJSUENk/Ly8PfD4fZWVlROlOSEggS1tWVhZRb5mC3dPTs6bVALiXEWQU2qWlJaSnp0MsFuMHP/gB4uLi8NWvfhVmsxlXr179WFgmW5OTk6TOR0VFQS6XQyQS4V//9V/R2tqKBx54AHa7HU1NTXjwwQcBgJohlpeXcfPmTZSXl2NgYACVlZW0AWGH/atXr8Ln88FsNqOwsJCiNRs2bCARRK1W04GR2d7YYU8ikRDciEGxWGSF2b/v3LmDGzdugMvlYmxsjESRvXv3QiwWw2g04uzZs1AoFFAoFBgeHiYSfkxMDLKysvDBBx+QY0IgEFA1E7unBwYGyGrv8XjICg/cc+80NDQgISEBs7OzqKqqoo2gVCrFu+++i7i4OOzcuRPXr18HAHR1da1paWD05sHBQUxPT8Nut1PW+YUXXoBarcbFixexZ88eNDY2YnZ2Fvn5+XQAj4mJwcLCAubm5uB2u5GUlISFhQWIxWKiTjNnxcrKCkpLSyEWi7G4uIiUlBTEx8cjKSmJrqvMzEzqTX/mmWfw2c9+Fk899RRef/11JCQkIC4uDoODgwCA6upqxMXFYevWreDxePjKV76CQCBAzoeUlBSMj4/jxRdfJBaFXC6nDvScnBwcOHAA7e3tOHbsGEHeWNVjeHg42biZoBoWFgaj0Qij0YjQ0FDk5eUhOzsbQqEQ8fHxdEhnUSUmfrDOdp/Ph/feew9GoxEJCQmw2+2UK7dYLLBarZTzLyoqwhNPPAG9Xo+NGzfSAdPtdiM9PZ0szpGRkdR7zw4PZ8+exSuvvIIrV64gLCwM5eXla3K/bKIYGhpKfJ3Tp0+T8PjEE0/gBz/4AY4ePYrvfe971GTR2dlJHe0jIyP44IMPMDc3h/n5eezZswehoaHw+/0Eo2XVcayONTQ0FHK5HCEhIXR9REZGIioqCkVFRcjOzsbk5CTq6+spa6pQKNDe3o6GhgYUFRXBarVCJpMRp6KwsJDqMRk7xuVygcvlQqfTUWvRjh070NHRgdHRUcTHx5ObiMH3pFIp7ty5A5VKheLiYiQnJ8Pn89FzitVGAvfYOYz4zgjq7PtlUDBmy+/t7YVer0dGRgbFEmJiYogwn5OTg23btuGNN95ASUkJwsPDUVpaitu3b+PYsWMYGxujaMX9a9OmTbhy5Qq9s1g98MMPPwy/34/GxkZwOBxIJBICgjEoHHOGdXd3k8Wa1ZZ2d3cjNjaW6m8ZG4O9NwUCAWQyGT27MzIyoFKpcOHCBWJDCAQCREVFUTMHi1gZjUYolUrYbDZ8+tOfhk6nQ0pKCvx+P036GHSPz+dDqVSivLwcd+/eJdhrXl4ezp07h8TERCgUCkxMTMBoNEIkElFLgMvlwmOPPYaLFy+Cz+cjOjqaGD4hISG092HvR6lUSpXRLDrkdrvJUszj8fD0009/BKoGgACtrGo2MTEREokEycnJmJ6exsTEBPLy8pCfn0/fe2RkJEJCQpCenk5AxO7uboSGhkImk+EnP/kJ0ftZHOvgwYM4fvw4bty4AbVaDYVCAZPJRGBSsViMv/zlLwTtE4lE8Hg8BAwOBoOorKzE/Pw8Afw4HA7V/MXFxcFmsyEjIwNLS0tURcvy/OyAxf5OZr2PjIxEZWUl8TQGBwexsLCArq4u/PCHPwSfz6cGitnZWbS1tSE7O5vYXbOzsygoKCD2QmVlJQlL09PTyMjIgE6nQ25uLgFL2YBHIpGgvr6eOB7T09MIBAIQi8XUQuLz+ajS1OVy0RTX4/HAbDZjenqaqiwZn4E1sbGKyaSkJASDQZw7dw5WqxVSqRRGo5HucRa3YUBZthdMS0sjXg2LKRQUFGDbtm04c+YMFAoFVCoVjh49Su+TV199Ffn5+ZDJZDRs27hxI3w+HxISErCwsIDPfe5zmJqawqlTp2A2m1FRUUGiKRPkmUhnsVjA5XKRnp5O7CePxwOZTEbRPAD45je/STBHPp+P/Px8cvNwOBwsLi4iMzMTgUAAn/vc5/D73/8eHA4HHA6H3ItCoRBtbW04cOAAFAoFZDIZ9Ho9VlZWMDk5ieXlZahUKiQnJ2Nubg4ejwfz8/PQ6XTUNMFiRAyQyHgB7NeHh4fhcDjIwcFEpWAwiNLSUnR2dsLlcmHfvn0kILLvj7kgZmdn8Z3vfIcEr5aWFhQUFCA8PBw//OEPsX79eszOzmJqagr79+8nqOMHH3yA5ORknDp1Cm1tbVhdXcXCwgIxwgYHB8mhHRERgYiICDQ2NiI2NpZiJAAoSjg4OAiHwwGdTgcOh4OdO3fi7NmzAO7xIdjvZYNMdg9KJBIaXi0vL9PAIicnB//+7/+O7u5u4jH5fD6KcszMzCAiIoLiSaz+lTUr/SPXPwWGf/BiU0iWb2bWzZiYGNpACYVCCIVCZGdno6KiAklJSbh27RodQFl84KGHHkJhYSFRQqOioqgzm9VTTU9P41//9V/J3syqxcLDw7FlyxbazLL+ZYfDQVMQ2//oyU1KSsLQ0BDsdjvUajXV/7Ac3sDAANxuNy5fvozx8XH6mZjiHhsbi+zsbFy/fh1paWmw2WyIj48Hj8dDTEwMZc9XVlYoi3vs2DEEAgFycjidTly4cIEcDgDIbvxx1StmsxkWi4WAfUeOHIHNZkNOTg66urpo833+/Hls2rQJU1NT1PcL3HNbzMzMQCAQoKGhAc888wzVAYaEhOD8+fM4fPgwfaeJiYlwOBx0WI6JiUFZWRk6Oztht9uxtLQEoVCIrq4uxMbGQiaTEZgFuBcnUCgUGBkZoUaM6elpqvLp6OigCAqryGEbo9jYWDQ0NFCtGlP1ORwO1YMpFAqayASDQTr41dbWYsOGDWs+u8uXL8NgMGDbtm1oamrChx9+iPj4eKhUKphMJmr4mJ+fJ5L5xy3muDCbzZQ1XFlZwVtvvYU7d+5QT7VaraaqzJCQECQkJJAlu6urCwaDAdHR0WhqasK6desIpNTX10fVd8wSx0CQwD1LmcFgwOLiInU2q9Vq6HQ6nDp1CjKZjOCnTU1N9N/z8/NITEykGlYGQxodHUV6ejpkMhk++OADsjnHxMTg7t27NFFifAwej4fu7m6srq7CbrdTbMJms9ELcWlpCQ6Hg14ODNAVExODiooKIqozgetb3/oWcnJysLy8TPlG9lLLzs6myr+UlBQMDAxAq9VCp9PRoXPdunU4c+YMfD4fcS3YtIbVa7GNAnuxsk3f6uoqMSPm5uawfft2moonJCTQRlcmk0Eul8NutxNskmXCU1JSKMOelZVFm8P29nZMTExApVIRu8PpdOLOnTtISUnB0NAQQT0Z04DVU2VkZMDr9ZKVfHR0FG1tbQQeu3TpEmZmZtDd3Q2VSoWpqSnk5+cjOzubLMLs8MiqWPV6Pbq6urC0tITLly9TbMNsNkMkEmHv3r1Qq9VwOp1wOp2oq6ujjTQA7Nu3D2+//Tays7MJuMigewxQBtyLc3V0dGBpaQldXV0oLy+H3++nZgdmTV5YWMCBAweQlJSEnp4ehISEYHR0FJ2dnZBIJPD5fGhtbYVarUZjYyOAe3BU9rxg8Ziuri5YLBba2P/pT3+iaQ9r5YiOjkZ+fj6GhoYQFRWFw4cPU+65srKScsWs9SY1NRVDQ0N44okn0NzcjMuXL+PIkSO4fPky9u7dS7XFP/vZzyCVSsHhcNDR0YGamhoIhUJcu3aN3BNWqxUmkwkmk4ns+adOnUIwGMTevXsxMTGByspKPPjgg7hz5w56e3sB3ItDDA4Oor29HR0dHUhKSkJZWRkuXbqEhYUFVFRUEJATuGfj3bVrFx588EG8//77iIqKIrbIwMAAtTQsLy9TNShzoSUnJ2NqaopqollcUSwW0zuDHQQaGhrQ19eHzMxMrFu3jmoevV4vbQR5PB5aW1uRnJy8Bsro9/sREREBoVCICxcuIDQ0lA6DXC4XwWAQ169fh9PphNfrRXd3N4lUDEq2tLREFn3mQGtoaEBkZCTi4uJgMpnowH3lyhViRNhsNty6dYviWiymlJeXh3379kGhUOD111+nQyVrimLi7vbt2zEyMgKn04nGxkbExcVh3bp19P6x2+2YnZ0lMeHChQuYnp5GQ0MDpqamSMBISEhASEgIGhsbIZfLkZmZibS0NIojzs7OQq1WY2FhAfv27VvDW5mcnCS+i1AoRHV1NeLj48HhcNDa2krPPwY6ZTGW/y6nHAwGYTQakZqaioyMDAiFQuJwfOELX8CJEyfgcrlI6EhMTCTn3Fe/+lU6CH37299GV1cXHZidTidFcVh13erqKtLT07Fp0yb86Ec/IhYKs4CfO3eO+B6PP/443nzzTTqkHD58GG+//TbFwNiBmtUG2+12mM1mchSGh4dTlITFQLhcLhITE5Geno7V1VU69ISFhaGiogIcDgezs7MoLCxEd3c3OQCYWy4vL4/2NuHh4XA4HHC5XMQYCwaDEAgEdBhl4r1MJoPX64VUKiW3ZmJiIvGmvF4vamtr4fF4SHhnET7b/2hgSE5OJjdUSUkJHZYB4Pjx4/R9hoeH49ixY1hdXcWFCxdQUlICu92OpKQkZGdn49ChQ3jvvffoeVheXo60tDS43W5MTEygqqoKMzMzqK6uhkwmIyZAWVkZrl+/DplMhqKiIhQVFWF0dBS3bt3C7du3qaWFiZTsPcPlcmnA4HQ6odfr4fV6odfr6YwQGRkJq9WKjIwMch4z1hLbS7CIJ4sSDQ4OUtwoJycHkZGRFO0LCwsjOOCtW7fA4XCg1WohEokwNjZGQ00GIjUajUhKSsLIyAimpqYI4mixWIi9cPjwYTidTpSXl4PP56O/vx/f/OY3cebMGezbt48EL7fbDbvdjuHhYRIGoqKi4Ha7YTabIZVKkZ2dTYIBA5OzOkiDwQCBQAC5XI64uDhyYDidTiwtLaGsrAz5+fkYHBzEhg0bMD4+TtWNERERsFgstN81Go2Ym5uD1WqF3W5HRkYGiSoMoN3W1gaNRkMxLQYXtlgs0Ov1FEcC7jHamKA9OzuLiooKxMbGIjY2Fps3b4ZGo8Hhw4dx5swZEnmXlpbo52b30f0VlF6vFyqVCjabjZwR4eHhiIqKIjfchx9+iNOnTwMA8vLycOfOHTidTuTn5xOL7h+5/ikw/IPX4OAgZmdnierPrLxisRh8Ph/FxcWYnZ2ljI5Go6ENZVVVFWZnZwlCUlZWRiCn++1VEomE7GWJiYnYtm0brl+/jszMTKL5s0y9Xq/H4uIi9ZB7PB60t7dDp9MhKyuLSONut5sURUbfZta5/v5+msgyy69er6fDHZsWWK1WygwzJ0Vqairm5+chkUjogaXVanHixAk0NzcjGAyirKwMCoUC5eXleP755/HYY48hKioKb731Fn1WwL2XG7Ovsg18eHg4eDweTp8+DY/Hg507d9K0i21ymLUyJiYGarUaAHDt2jXMzs7iwoULcLvd+PDDDwGAmghUKhWGhoaItLtr1y76u4B77gOPx4Pa2lq88MILsFgskMlkcDgc+P73v4/U1FRER0ev6RJWKBR45JFH6M+Ijo4myrler0dJSQkkEgkaGhrW9KBfvXqV6uXsdjttnKKiopCfn4+uri48/vjjJEjcvn0bzc3NZEVrbm5Gd3c3ZXCnp6fR3d1NBxYGYQsGg1AqlQCA5uZmfOELX8DWrVv/22vd5/Phqaeewq1bt1BVVUVwN6fTibKyMhQVFSExMREzMzNr6iXZCgQCaG9vx1//+lcYjUaiRzudTuzbtw/79u2DVqvFjRs3UFNTg7q6OiwtLZEDxOfzITMzk0BGdXV1KC0tRVRUFAQCAR544AG0t7fjmWeeoYPqe++9h7m5OToAsKYTjUYDvV6PvXv3IiwsjKqZFAoFiouLSczhcDgoKSnBtWvXkJKSQvY2dlBloppUKkVaWhrZAL/zne/QtbC4uIi7d++ioaEBIpGI6qeMRiN+/OMfY2hoCJs2bYLNZsPS0hJu3LiBuLg4GI1GdHZ2EvmZRVT4fD7u3r0Lt9uNz3/+85iZmUFubi7BO1nvNpsEh4eHw+VyUeUdU+pZv/v4+DgWFhawtLSE5ORkcLlcxMXFkbuDVccC/wWXs9lsCA0NhUajQVdXF4aHh3Hy5ElyBTGQLMs3sso3uVwOtVqNEydOwOFwkLWVHSSUSiXFvJgzgTFXzGYzpqamYLfbIRKJ0NTURJne9PR05Ofn04Gis7MTQ0NDxKVh16VQKMTGjRvx5JNP4ty5cxgbG4NCocAnP/lJEiekUil2795Nz16r1YrS0lISiUNCQpCUlASxWEyVdmyKGRYWRpGUnp4egjJ1dHTA7XYjIiKCpk8xMTGorq7GyMgIRkdH4fF4KGrk8XgI6MUEylu3bmF4eBirq6s0VZdIJFhcXMTs7CycTiempqbgcDjw2muvgcPhIC4uDgqFgtxsk5OT8Pl81MLy5z//GXK5HADIhWE2mzE5OYmLFy9S//rt27exefNmPPzww3jjjTcItsiu8eLiYmp5YEJwRkYG1axptVro9XoUFRWRk6aurg79/f148cUXcebMGYIxcjgcbNy4EaurqxgeHoZOpyN6usPhoEMbg3/6/X4Ssxklf2lpCVVVVSQ2crlcaLVaVFVVkeC1efNm3L59m0SB0tJSyGQy+nsjIiIQCASIxM/hcPC5z30OAwMDdE0xZ19sbCwGBwcRExODW7duwWAw4LHHHsOBAwcofrC8vEzcgL179+LixYvIzMykqJvVakVeXh5Nsl555RXMz89j48aN1DpTUlICv98Pl8tFB3sGnBQIBBgfH0dfXx/l8SUSCWZmZuhQCACXLl2ifnbWJiCVSom2rtfrce3aNWol8Hq91Epw7Ngx+vmPHj0Ko9GIuLg43LhxA8FgkKJiq6urSExMxAsvvACtVot3332X9jQrKys05CgrK0N6ejoOHz6MoaEhTE9Po6CggKBrs7OzNPUMBoMfabmZn59HSEgITfjZfRIREUH5f5/Ph+zsbGoxAu5xiS5fvoy2tjZqk2FTX3YYmJ+fJ5aJzWZDUlIStFotZDIZMjIy8Lvf/Q5erxdnzpxBZ2cniZasnUkul6OhoQGTk5OIiYlBbGwsJiYmSOSJiYlBVFQUVTjfT+gHQIMj9p6sqakhF6HZbMbmzZuxfv16nDx5ElVVVYiNjcWVK1eoUSgYDOKhhx7C6OgoLly4QPWaDocDu3fvxrFjx6gSmUVq8vLyMD4+jrq6OgiFQmi1WlRUVNABLhAIUMXv2bNnMT09Db/fTwd9j8eDqqoqpKenIyYmhg6pGzduRF5eHsbGxlBSUkLXEuO/CIVCcmWZzWYSn6amppCamkrQbKVSuYaVwAZ77HB//PhxcLlc2Gw2vPTSSxTpYW0Z69evh9frRW5uLmZmZjA0NAQej4eFhQX09fVhy5YtSElJQXp6Ot0vxcXF5G4NDw8ne/3Ro0fhcDjQ3d2NQCCATZs24eTJk9i8eTMaGxvJ/s9gvaxtYn5+ngCeUqkUarWaBI37J+NCoZBE/LS0NAiFQkRERKC/vx//9m//hq9+9avE5gkNDSVo9sTEBAnlR44cweDgIJaXl+HxeLB161aMj48TGy0uLg5nzpzB2NgY3nnnHXJoFRUVgcfjwe12k9uxvb0d4eHhFIliQHmJRILt27dDp9PBarWivLwcbrcbDQ0N2Lp1K3JyclBfX08io9FoJHcHq8FUq9WQSqUwm80YGhoiEYDdD1arFZOTk8QgOHDgAHg8Hnp7e7G4uIj5+XlkZ2ejvLyc4hIxMTFIT0+nqunl5WVUVlYiLS0NmZmZ+OQnP4mzZ8/C5XLhxz/+MUwm05oYY1xcHAQCAZKSkiAQCBAfHw+73Y7KykoSZUwmE8V2JiYmKD7HHDYRERGIj48nYOjq6irMZjNFSGw2G7Zu3Yr8/HxkZGTgl7/8JU6cOIHIyEhs2rSJGiOSkpJw4MAB5OXlQalUIi0tjcT111577b/ds/9/vf4pMPyDF6PyMpo9YxpUVFSgv78faWlpBPlrbm7GyMgIHQRZpnVxcRHLy8toamqizBQ7BN6vfrH8EHDvwH3t2jUiyLONtMvlgtPpRFxcHLKysgjIKJVKqQrR5/ORTS40NBQOh4Mm+VqtFuvXrwePx8Pq6ip8Ph89lILBIAwGAwoLC7Fx40YMDQ3hK1/5Crq6utDZ2Ym5uTn09PRgdHQUCQkJpNKxFxuzg37wwQewWq1wOp1U6cjhcDA6OrpmA86sl0KhcA3XgmWhLBYL1f4xZdbhcCAtLQ1arRaBQABLS0sAQNBJqVRK3wfbFDL7VX19PVwuFwQCAUwmE714WK0Sn89HQkIC1aKx7Nhf//pXsvSzDXdzczOys7Nx/vx5qs8xGo3o7e2lpgeW0VpcXMT777+P73//+wDuHaRLSkpQWVmJq1evoq2tDYFAADExMTTBDgkJwcMPP4yoqCg0NTVRDSKbEjMSL3AvemK1WgnuySyTzErHeun/8pe/4N1330VYWNiaikO2eDwe9f329PTA7XZTJ7FIJMKJEydo+jYzM0NuFS6Xi0uXLsHpdBJFnHUOM4syn89HaWkpPB4PqqurMTk5CYFAgPz8fOo/Xl1dxcTEBNrb29HX14eenh4YjUaym8nlcly9ehWNjY2IiIjA008/jccff5wcMUNDQ8QVmZubQ1xcHJaWlghOVF9fj+zsbERFRWH//v34yU9+sqb6iL14WJ3Q6uoqYmNjkZycDJPJhI6ODpqKeb1epKSk0PXAXEHLy8twu90oLCxERUUFHnnkEfzqV79CZGQkVldXSfiprq4mx0JMTAxWVlaQkpKCoqIiREVFUX57dHQUdrsdFy9exOLiIlmVZ2ZmaNMRGRlJ9Z7BYBB+vx9JSUmora0lQJzD4UBubi4effRRNDQ0UEWg0+kk4jdwbwPZ1dWFmZkZ7N+/H1qtFhaLhQ7KFRUVOHPmDAoLCyGVSnH16lXaKMpkMuzZswd9fX3kgBgaGkJYWBi2bNlCcMGSkhKkpaWhoqIC4+Pj+NOf/gSv14vy8nIUFhbiL3/5C00a2KH55ZdfJstjWloaQkJCiMrOak7DwsII3uhyuUismJycJAAYy6e+/vrr4HA4sFgs1Nk+MDBA921oaCi5wZg1OTExkSagDDK6fft22Gw2HDx4kDLYDMDHolJyuZw2e6xl4tq1a7TZZsKjWq2m1iI2rWZ8g3feeQdcLhd2ux0rKyuYmJggAn5kZCTBOR0OBwnBi4uLkEgkKC0tRVVVFU6fPg0+n49169at6TpPS0vDrVu38OSTT+KPf/wj2tvbYbPZyEq9vLy8JuqXlJSErVu3QqlUQiKR4OGHH6ap929+8xvcvn2b+DbLy8vYuXMnTCYTSktL4ff7cePGDURFRSEtLQ1btmxBVFQUZmZm8MADD6C1tRV+v5862Rnsd3V1lQ5pPp8PMpmMIMLMzTIzM4OjR49Cp9OhpqaG7LDLy8tYWVnB2NgYlpaWIJFIoNfrKS6m1+sxOjqK4uJiNDY2gs/nY3Z2lqr2uru7UVhYSNlsJhKwloXl5WVcu3aNDskRERHYtGkTzGYzxsbGkJeXRwBgBsrLzc1FXFwcBgYGIBaLYTAYKC7JpnAcDocOlDabjZgeMzMzdHhZv349nnzySdTX1yMjIwM2mw1KpRK3b99Geno6AODAgQMoLy/H5OQknnnmGbz77ruQy+WIjY2lCkmbzQa5XI5gMIi5uTkkJSWR/fjLX/4yVlZWUFVVBafTiUOHDtH1ZjabUVRUhLKyMhgMBmi1Wrjdbmp9MRgMCAaDuHv3Lk6dOoW+vj7aOywtLVFE02QyQSqVki1Yp9Ohurqa/rywsDDU1NRQVEggECA6OhobNmzA6uoqenp6CAzo8/lw5swZ+hwTEhLgdDrR1tZGVd7nzp3D4OAgDhw4AC6Xi5WVFfT09GBkZAQWiwWnTp3C4uIiysvLKSvPJrwZGRlUccwy9Tt37iRejEKhoJ/78OHDxO9wu91UI2w0Gula/9a3vkXxibm5ORJxGSA5PT2dMvWsUjImJgaBQIAGTjk5OfD7/di9ezfVPbM2GkakZ2DdpKQkPPLII5BKpXjllVfwm9/8hpw2er0eDoeDKo9ZfGVhYQFJSUno6urC3NwcOjo6CIRYUFCAhIQEguExt04wGIRYLMbRo0cBALm5uZBKpRRR3LJlCyIjI/GDH/wA4+PjuHz5MjweD2w2Gzo6OmhoxOPxiHe2f/9+uq56e3vpvmFtV3FxcVS1y+fzkZKSAoFAAIFAQPye7u5uxMfH4+7du+SCGRwcJDi2RqOhhivm0NVoNJiamiKODoNwsngZE1sZsFkkElHEbmJiArm5uVSnzPYPrKGDRTyjo6PpnffOO+/A7Xajs7OTYqDz8/Ow2WwQi8XUkMSaTvLy8rBx40YcOHAAv/nNb+iZOTc3h/LycoSHhyM3N5eac3JzcxEIBOB0OrFhwwZ0dHSAx+MRf2d4eBhqtZoGkAy2zGKigUAAQqEQ27dvx7lz51BSUoKRkRFqrGlqasLy8jK8Xi+5jxUKBQYGBiAUCiky1tLSQgMP1gwXERFB0XO9Xk8DqJycHHKO3Lp1i0QLi8UCHo8HhUKBlpYW8Pl8Yob09PQQQLW4uBjV1dV49dVXoVarkZWVhdzcXOzZsweTk5MoLS2FVqsFn8/HAw88gLt374LD4WDXrl2or68nkCyXy0VpaSleeOEFilw6nU5q22hvbydoLYs2M9beyZMnMT4+js2bN0MkEhEHLBgMYmZmhpyLrJ2H7Y3/Uev/KoGhqakJv/71r9HT0wO9Xo9z586RTd3n8+GHP/whrl69ipmZGUgkEuzatQv/8R//8b/s/vzwww/xox/9CNPT08jMzMQvfvELHDlyZM3veeWVV/DrX/8aer0ehYWFeOmll8gW+L+zJicn4fF4CF4XEhKCxcVFYhWMjY0RWXrfvn20ye/t7aW6KzaZ2bZtG1ZWVnD79m309/ejpqaGal9Y1VJxcTEyMzNRU1ODmpoanD17FgUFBXTzd3d3k/rHpvestio1NRXx8fFEiH/00Ueh1+tx+/ZthISEUOtDXl4eHnzwQeh0Opw8eRLl5eVUucIOayaTCSUlJcjIyEBXVxfCwsKQlpaGRx99FAKBAH6/n6oJJRIJHn30UTidTqyuriItLQ1WqxWPPfYYvvzlL+Pll1+Gw+HA888/jxdeeIFU6fr6ehQVFZHKury8TPZ2tvlXKpWIiIiA1WpFZGQkbt++Tf3mSqUSfr8fISEhlCFjtubdu3fjk5/8JN577z2aZu7bt4/+f5mZmZBIJDAajfD5fERrjoiIoKn9xMQEUlNTEQwGERkZCZlMRjbC6Oho7N69mw4gKysrEIlEaG5ups9Qp9NhYWGB2hhOnjxJhxOZTIbR0VGIRCLI5XKEhoYiIyMDvb29FGm4ffs2IiMjsbKygk996lOYn5/H448/jpMnT+KJJ56gz5FdA7/85S/xH//xH3A4HDQBGRkZwb/927/htddeg0ajwUsvvQSj0YibN2+SPez+xTbMrAnCaDRCLBZDo9EgEAjQw5599k1NTUhISIBSqURJSQlR8+12O9GbmQDR19dHcCHgniAzMDBAmVzgXtsHm0gwoSg+Pp4aMVwuFxITEzEyMoLvfve7KC8vR0tLC9WHicVixMXF4dFHH0V9fT10Oh097DMzM2k6PTU1RY0R+fn5WFpaoikW21SxjUNFRQVu376NrKwslJeX49e//jVWV1dx8uRJxMTEICwsDAaDAaurq1S119/fDy6XS9Tu2dlZyqfbbDYsLCxQpphZWYPBILmf2GFcKBQiJCSENqmhoaGIjIzE5s2bMTw8DK1Wi5SUFCwsLKC6uhp+v5/y/8y5k5WVhXPnzmF4eBhJSUno7++Hz+fD1NQUZmdn8be//Q0rKyvYv38/Ta1VKhU0Gg2BnhQKBd1bPB4Pi4uL5Cpi1GMW+RKLxdiyZQtyc3Px6quvIiwsDJs2bcL09DSmp6extLREsTNW16RSqeiFzCJbrIbRbrfj8OHDKC4uxtWrV3HgwAECdy0vL2PPnj24cOECLBYLBAIBbt++jcTEROTl5SEyMhJerxePPfYYPv/5z2NoaAiZmZl4+OGH0dvbi6qqKvT29tK9zw6Jfr8fMpmMqPoCgYC+//n5eWzYsAEGgwEvv/wyPVtnZ2cxODiI6OhoBINBuFwuyj+zruyf/vSntNFlzo6f//zn8Hq90Gq1tIlTq9WYm5vDlStXANyDc7F/V1FRERISEjA0NETtNeHh4dQWww7IwL0IEwMEsvgFs21evnwZ5eXl8Pl8CAaDOHv2LE2mHQ4HHRpY/V1raysBYLu7u+FwOJCYmIjo6GhiVty5c4ciS0NDQ8QwmZqaIucKi5kw4dj2P9qT7s/mymQyAhcnJiZicnIS77zzDsWvDh06RI4UVr2ak5ODhoYGIv1rNBo6uNpsNrS3t2N6ehrFxcVQqVR0QOjv74fL5SJhNCkpCZmZmSgrK0NSUhLUajXVG7PJsdfrRXh4OPbt20dg2fPnz9M77KGHHoJKpUJ/fz8UCgW2bdtGU0bmKrRYLBQNmJubQ0pKCoD/qh3Oy8tDVVUV2tvbcfHiRWzatAkXLlwgAG14eDg0Gg2OHz9OnyETmlkUyu/3Uy2bxWLBuXPnKOoQGhoKp9NJpPKqqirKpLtcLgwNDaG5uRlisZjiEENDQzh58iTVsp08eRIZGRno7OxEIBCgeJ3b7UZCQgI0Gg0KCgrwt7/9DdXV1ejv7yfoIXv/MXdPaGgoOjo6yM7M4iN1dXXUgDMzM0P1mtHR0ZBIJLDb7bh9+/Ya+HFtbS2OHj0Kq9WKw4cP0/O1oaGBJrRqtRrj4+MYGRmhyXJpaSlUKhW5k2w2G0UUq6qq1sSVmCWby+Xi7Nmz1PTE4gTMhaVSqUiQZ8/OkZERxMfHQy6X4zOf+QwuX75MzWC1tbVQqVRISUkhSj37Pp955hk0NjYiKioKdrsdR44cwc9//nMauDDAnlgsxgcffICFhQVYLBaK1rzyyivweDy4fPkyiouL0dnZiYiICMjlckxOTtJUHQBkMhnS09Nx9+5dqlTu7OxEbm4uCgoKkJiYSJNvxnZhLA9W793Z2Un7FL1ej7a2tjXgaLYv0mq1GBsbo3dKX18ftW2Eh4dTDOZTn/oUGhoasGvXLqpl9/v9BCr89Kc/TUIii6amp6djaGgINTU1cDqdJNa1tLTAbDajvr6eRKikpCQSeiQSCVpbW5GZmQm5XI7HH38cU1NT6OrqQnZ2NlwuFwoLC6nlgLEJZmdnweVyMTAwgOTkZIyPj+PYsWPEUmADiJWVFXq/e71eWK1WLC0tkVszNTWVGknY/ZudnU3vmvurOVnVNAOOswiiWq0mzsbY2BgKCwshEolw9+5d9Pb2IjU1lfgoOTk5UKlUWFlZgd1uh1QqJWYaA91PT09DJBKBw+EgPT0dWVlZ2LNnDy5duoSKigps3LiR3glsOKFQKNDZ2YmkpCQaOKnVaggEAoIfM2f05OQkuQdYUxVrD/vDH/4APp9Pe+1gMEj7c1aTzOVysWvXLmoTYZWuZ8+eRUtLCzZu3EgAdLVaTS1zoaGhEIlEyMnJwbVr1yCVStHQ0EDcMy6Xi5aWFpSUlBDE2mAwkNvK5XLB4/GQI5C5jDIyMshlyoS4M2fOYNu2bdQmwRrj4uPjcfHiRWg0GuzevZvEnX/k+r9KYHC5XCgtLcWnP/3pjzQLsJ7VH/3oRygtLYXVasU3vvENPPTQQ2T//7jV1taGxx9/HM8//zyOHDmCc+fO4bHHHkNzczNV0506dQrf+MY38Morr2Djxo147bXXsH//flLY/ncWu5EmJyfB4XAQFhZGOWGr1YozZ84gPDwcERERa7LkCQkJEAgEdKFNTk7SBtD2P/pfV1ZWyBbMpvHR0dE03eDxeAgGg8jOzkZ8fDwdYqKjoyGXy7F+/Xrq6JXL5fjSl76EV199lXpjGTOAWR41Gg1KS0vJulpSUgKHw0ETPvbvHhkZoZv+woUL6OjooOz7xYsX0dbWhpSUFDidTiQkJGBsbAwnT55EZ2cnAGB4eBhf//rXqVWCfd+M6svy5VarlXqEhUIhFhYWKHfLarZYbp8Rl1nNnclkQn5+PkpKSuDz+XDr1i0is2/btg319fXgcrloa2sDAPT39xMtmwFWmOtCpVJhz549MBqNlJdkmUfGrpiYmCBrF4fDgVqtxsmTJyGXy7GwsEDNG6x6il3/y8vLBMxhG33GpTAajZiYmIDb7UZMTAxBN2NjY9HZ2UkE9ujoaHR0dMDj8eDu3bswGAzo7++na5QBpb71rW+RXY5FXKanpzE6OoqFhQVIJBL8y7/8C1l0GfwtPj6eCNXAPfdMamoqTaVCQ0Oh1+sxNjZG7QNer5dqWGdnZ4nJweFwMDY2hh07dhAEh9XUhYaGwu12k3PH5XIhLy+PJpOsfYXdo4ODg0QEdrvdZA9XqVSIjo7G+vXr6TO2Wq04dOgQ6uvrMTMzg9HR0TUuF7lcTpsfkUhE9VtSqRQ8Hg88Hg95eXl0jdfW1iIqKgp79+5FZmYmOYXYZpP1nz/wwANE1ler1UhLS6MXM9swMHsqg3fy+XwkJydTjpB1nbNrMiQkBBERERRrur/RQyKRQCqVwuFw4Omnn8bbb79NG6KZmRmCDoaGhuL69euYnp5GWVkZ+Hw+TCYTfVahoaGYn59HVFQUwZs8Hg8qKyuh0WgglUrx2GOPoa6ujmp1+/v78d3vfhcWiwXl5eXQ6XRQqVQoLCwk2BWPx0NKSgq2bduG0tJSNDY2wuVy4cEHH8SNGzeI4WEymWjKxyY+RUVFGB4expYtW7B161aoVCpyHCmVSmg0GgwPD4PH4+Hu3bsYHR2FVCrFBx98AL1ej7S0NJSWltJLvre3F5GRkTS5i4mJocrI8+fPQyqVIi4uDoWFhZifnyc7aGVlJbZu3Qo+n08VjpOTk1hZWaGYnNFoRHl5OWX+MzMzUVBQgPb2diQnJ8NsNqOjowMdHR0kbLlcLoqjMTFMp9MhIyODIlp2ux1WqxWf+9zn0NTUhC1btiAkJAQXLlyg5+22bdvgdruRnJxMFYp5eXkYGRlBR0cHjh49ipdffplEmv7+fpjNZng8HqSnp2Pz5s3Ytm0bxsbGkJ6eDrvdjra2NsjlckxPT8NoNJJzj036GxsbadIikUjw/vvv4wtf+AK1fXR1dSEiIgIvvPACcnJyIBAIcOjQIfh8PoSGhqKsrAyFhYW4cOECTe3j4uKwa9cuvPXWW1hcXMTJkyfhdDrxmc98Bj09PZRxB0DRpk996lO4efMmbaxDQkLo/cUm3XK5nNoS2EY7NjYWbrebInDf//73odPpMD4+ToLXzMwMOBwO6urqkJ+fj9dee41aZ1ijgcvlIkfQzZs3cf36dVRXV9PkkTFK3nvvParP5HA4OHHiBFpbW2GxWBAfH4+qqiqEhYURKPLixYvYv38/EhMTUVlZicnJSQwMDCA3Nxd3794lECEDXC4uLkIsFhOoMSsrizbuoaGh4HA4GBgYoF555pJh1bA2mw1hYWGIiIjAjh078M1vfhOXL18mJk1CQgLV3u3du5dqWaOioshpsry8vKYO2Ov1EgB7ZGQEqamp6O3tpbaN1tZWzMzM4NVXX4XdbqeqTnbty+Vyup61Wi1VG46Pj5MY53Q68dZbbyE8PJwOc1qtFj09PfD5fOTekkqluH79OgkSTNxhwNLo6GjiB7DpMXu2PvbYY+SQevjhh4mBMDMzg4yMDOzduxdDQ0PYunUr3TcdHR3wer3UzsWm16wSe2VlhWBzR48ehdfrBY/Hg1qtpphfXFwc0ebFYjEeeugh5OXlUeRz165daGxsJPdcW1sbiVV+vx8pKSkoLi6miEBBQQH6+vrw3nvvERTy/pw5s3fX1NRg8+bN1CCTmpqKxsZG7NixA3q9Ho2NjUhPT0dNTQ3efPNNVFVV4bOf/SxWVlbw/vvv04FXLpfD6/UiMTERKSkpOHz4MAQCAQ0VmTtzcHCQYg5paWkoLi6mFqLY2Fj09PRALBYjKyuLIlkKhQKrq6vgcrnwer0kwu/btw8DAwN45JFH8O6771IzzfT0NDkbGDT5zTffJPGVy+WSJZ9FCldWVqBWqzEzM0Nxn9nZWXR3d2N5eRnf+ta3qL5bo9FQq8Hi4iKKioogEonINZCUlASFQgGJRILx8XGqHFapVMjPzycmTmpqKt59912o1WqqQmV8JbY/Wl5epiYN1i4WGhqK7OxsyGQyamUJBAK4fv06vWtiY2OJleT3+5GZmYmNGzeir68PycnJGB4eRnR0NLG2GPxXIBDAZrMRdBm4FwmWyWRobm5GamoqrFYrHA4HAoEAysrKaPB669YtcpzqdDrcvXsXZWVlMJvNJOKweCoT061WKz7xiU/A4/Hg7bffpnY8NryIiIiASCRCVFQUHn/8cZhMJnz961/Hl7/8ZXzta18jsOPWrVupCaO7u5ueKTk5OUhPT4dUKkVFRQXGxsYgkUiwdetWTE9PAwC193E4HGRkZKCuro7uabbvO3HiBPE5BgYGsLCwgNDQULS1tYHH40GlUsFqteKhhx4iBxlzXbPnGvuMGeCcsYPCw8PR2tpKw08WF7ofZP+PWP9XCQz79++nbu6/X6yn/P71xz/+kexI/50Q8NJLL2H37t343ve+BwD43ve+h8bGRrz00ks4efIkAOC3v/0tnn32WXz2s5+l/8+NGzfw5z//GS+88ML/1s+QmZkJoVAItVoNoVCIyMhILCwskM2/oqICnZ2dCAsLw8TEBIqLi2G1WsHn87Fx40YsLi5S3aNSqVwzCWQZRTa9lUgk0Gg08Pv9WFpagk6nI0urWq3G+vXrERoaipWVFcTExFBXLMtjzGzrIAABAABJREFU37p1C2azmdgKDFTIDoRyuRzbt29HT08PpFIppqamyErM6r2Y1S8yMhJ5eXng8XhISkoiCN2OHTtgs9lIiY2Ojsa6devIqs6msSzjFh4eTuosy1qxqiiWM/V6vUhPTydienFxMVwuFwHXtm7dioyMDKjVarS0tMDlcpGFnFHlGcciPDwcYWFhqKysxMMPP0x2VYlEQoc+ttFngLjExERIpVIYDAaMjo5i3759UKlUqK2thdFoJFL2yMgIvvKVr4DD4eDq1avIycnBxMQEIiMjycoUFhaGJ598EgBI+WfgptzcXEgkEjQ2NlLultUaxsbGUv6fQZOYOMGyt5WVlbh79y7ByQAQWTw8PBwHDx4En8+HVqvF/Pw8YmJi4PF44HK5sH79eqrm3LNnD7785S/Td1BfX4+amhoSg+rr67F7926a0LBppslkQmRkJB0Ew8LC8Mtf/hJqtRoGgwElJSUIBoO4cuUK0ae9Xi9VmrHpaG1tLYaGhmgqKxAIqNecbZhVKhXMZjNlQ+12O1wuF2JiYjA5OUl1Q3FxcfTnaDQaclwsLi6S84RRnEtKSiAWizE0NITCwkLk5uYiJycHwWAQb7/9NsrKysg5c+PGDYjFYrS3t5OabrPZcO3aNRgMBoyNjVF7DIMrsuiSx+MhSOvi4iJ97iwvqlarUVJSQr3hfD4fWVlZFL9KSkpCUVERfvjDHyIlJQVarRaVlZXUlsCm8swJc/z4cXz9619HREQE+vr6sLKygoqKCiwuLkIoFOJTn/oUjEYj/vCHP1C9q06ng16vJ+GTbcBZtVYgEMBjjz0GvV5PTRRutxtf+tKXSDBjzRQMypaWloapqSlUV1fToYq9UK1WK1pbW2G326nCjU1HGLSQ2ZqFQiH6+vqIJ8Pn81FVVYXx8XHK97PnsdlsxsLCArUTTE5OgsvlorGxkTKTjLUxMTGBXbt20WH98OHDiIiIQGJiIjIyMqiSd3BwkLq72ebCYDCgvb0d3/3udwkEx1plGASX2Zn5fD727dtHmemvfe1rqKurw9WrV1FaWorf//73+OIXv4iUlBTcuXMHmzdvJkDa1atXIRQKYbfbUVFRgZqaGojFYjQ2NsLv9xOFfmVlhVpaBAIBVc8x0F5MTAwdOgQCATo6OqiWkkHh5ufnkZCQQByNhx9+GAsLC3j33XcBgJwxVVVVOHv2LLFI+Hw+ampq4PV6sWHDBtrE79ixg+JwZ86cIVr3l770JarwZbZjt9uNpqYmzM3N0b3DIntKpRKdnZ0wmUzUDc/hcHD37l2q2Pztb3+Ljo4OcrcBQElJCZKSktDY2Ihdu3ZhenoaGo0Gubm5GBsbo1hBfHw8sVTYYcxms+Hpp59GamoqXn75ZezYsYOesWFhYQQvZCwkFk9aXV1FWFgYSktLERMTA7PZjImJCYyMjFA1a2RkJCwWC/Ly8nDp0iWEh4dDqVRSBItZY2/dukXCoFgshtlsJgeIw+HAT3/6U4p9sXdKIBBAYmIiMRjMZjNN0eVyOSoqKjA8PIzPfOYz1GAzNzcHg8EAo9GIgwcPEqDOarVCp9ORkAIAGRkZSE5ORiAQQHFxMW7duoVf/epXGB8fh9/vxzvvvAMej4dNmzZBqVRiamoKXq8XTqcT9fX1CA0NpYMam5ay1hrW0MJiL0yojYmJwdLSEkZHR+k5l56eTu+/xMREGI1GlJSUoKqqChcuXMC6deuwefNmCAQCtLa2kkhaUFBAkF4WVWXXe2xsLMbGxrBhwwbweDzYbDa0tbWhoKAAGo0GERERBNwUCoXo6OjA5OQkysvLYTabqWpvamqK+A2syjoqKgqhoaF03TDRzWQy4TOf+Qy6urqg1WrpXb2wsICHH34YIyMjKC4upuluX18f+vr6EAwG0draSvEl5rL0+Xz0XTH+F3NSsUMsq2Bl74VPfOIT+P3vf48f//jH+MMf/oClpSXExsZidnYWmZmZuHXrFsbGxlBaWkrPX5PJBL1eT0Lc1NQUAFDsw+FwoLe3Fy6XCx9++CGBOVlzCzvALywsUHxMpVLB7/djcnIS2dnZ9ByLj48n6zifz0dHRwcqKytpz+31etHc3AyXy4W5uTmYTCaMjY2hoqIC58+fx9e+9jVER0dTXPTIkSOQSqXgcrnYu3cvvv/972PTpk341a9+RUyRhIQEhIaGwmw244033sBnP/tZfO9738PIyAg0Gg2uXr2K3//+9wCA9957D9evX0dsbCxqa2uhVCqxY8cOhIaGYmRkBMPDw1AoFPD7/QSXPnHiBL2jYmJi8Oijj6K9vR2BQACf+MQnoNFoUFRURNBAoVBINfOtra2wWq0IBALQarVISkoiLklKSgoNexhLh1XZrlu3DjU1Nbh+/Tp4PB5MJhOJr+3t7Zibm0NCQgI9a5uamjAzM4PV1VW0tLRQBAO451iNj4/H9PQ0mpqayN3KXG8MTh4ZGQm/308VyZ/61KewvLyMgYEBqp1ktcIMoM/ENxY34HK5mJ6ehkKhwNatW7G4uIjIyEiCZl64cIGi0BwOB6urqygsLKTYHAO+l5aWUoyws7MTsbGx5EBhzDe1Wo2nn36annuNjY3YunUriYUMpu90OhEVFQWFQkECvFQqRXh4ODGB0tPT6bM3Go2Ijo7G1NQUuWP5fD7efPNNim0888wz4HA4WFhYgF6vx1NPPYWVlRXYbDYCKLN2sn/U+r9KYPjfXWzaySxaH7fa2trwzW9+c82v7d27Fy+99BIAUJbuu9/97prfs2fPHqoY+bjFeAJs2e12ACDrE3MjsGkkA8S43W54PB5MTExAJBJBIBDA4/GgoqICdXV1dKHweDxMTU3h5s2bUKlUCAaDdGOxvPf8/Dw0Gg1efvllNDU14XOf+xzGx8fx1ltv0cOAWc/YZ8UOWpGRkVQX6Pf7ER0dTRlVqVSK3t5epKen00Q8MjISWVlZNMEZGxuD0+kk5ZdVWjKbTklJCVmy1Wo1ORpkMhmCwSA6OjooFx4IBNDR0UFgneeff542NePj45BIJAgGgxgZGaH+YeAerFClUiEnJ4eyyazmjFmwtVotTp48CZfLRVRv5hJZWFggC9XU1BQ6Ozuh1+tx+fJlqv9jGUwulwsej4fIyEhs3bqVvguZTEZTw4iICHg8HmzYsIGyuVwulyzDYrEYAoEAiYmJZLW6ceMGZmdnUVRUhMjISOzbt4/UTalUSjm05ORkzMzMIC8vj3KLHA6HMn2syiY8PHzNrymVSpSWllKet6WlhaaIHA4H09PT0Gq1CAsLI8t4TEwMvfC6u7uRnJyMM2fOoKysDDKZDGlpaRgZGaHDPqu/mpiYgNVqRX9/P0GYhoeHER8fD4fDgenpacpGMoCoyWTC4OAgioqKEBoaSnR5BmBjD+qsrCxwOBxs2bIF4+PjiI2NxfT0NJxOJxQKBUEsmd18z549BGF89tlnERkZidjYWCKv6/V61NfXw+FwICMjA6urq8S1WFxcJPcPm9YPDg6ipKQEubm5kMvl8Pv9SE1NxfLyMmVOWR44IiICcXFxKC0tRX19Pfh8PuLj46kaa2RkhCakLS0tBPtjJPqWlhbs2LEDU1NTMJlMiImJwaZNm9Db20ui3MMPP4z5+XlcunQJN2/epJcT20A2NDQgJCQEPp+PQGKsdvHpp5+mzRgTq8RiMR223n33XRQXF9P0JTY2Fq2trTQJrampgc/nw9WrVyESiajmdHV1FTweDyKRCOvWrUNMTAzZyePi4lBcXIy7d+/StZiUlISmpiaIRCKIxWJs2rQJk5OT6OnpodqylJQUssgyIW7Dhg0YGRmhn4kdVLds2YLm5mZwOBw8+eSTGB0dxdmzZ/H1r3+dav2EQiFyc3NhNpuJli8SiZCYmIi3336bnGDPPvsszp07h02bNqG+vp4cXuXl5fTdsShDcXExpqamyDnCYiMDAwP44he/CIlEgk2bNpEtn0HM5ubmyOrucrlw48YNzM/P48KFC1AqlfD5fJBKpWhsbKT3gs/nw/vvv09tOXNzc4iIiMC7774LgUCAO3fuUDNJXFwcXC4XhoeHweVyiUej1+tx8uRJal/57ne/S9Eydp8x9xgTENhkjeXGfT4f3nnnHfT398NkMlF0h8fjESiTCRhMSLPb7fQcCw0NhUKhQGZmJrhcLi5cuIDJyUm43W7cvn0bOp0OPB6P3BTsALa0tIS4uDgS2hiM1+v1Yn5+nqDIzMHGRF2JRAKZTIYDBw5QXlypVMLlchHNPz4+Hu+//z7V0bF6xv7+fjgcDsjlcoSHh6Oqqgr9/f3k2igpKcHWrVuRnp4OHo+HzMxMXLt2DYuLi9i8eTM+/PBDckuEhoZiaGgIw8PD5DKamZkhMj4D+01MTCAlJYXccoWFhbDZbCgvL0dISAhsNhsEAgH27NmDxMREpKam4hvf+AZSU1MhFotht9uRnZ2NtLQ0gsaNj48jMjKSIloejwdpaWnEJHG5XOjs7ITT6URfXx8cDge6urrA4XAoWsis8z//+c8pu7+4uEjODR6Phz//+c/w+/0wmUxE5Q8NDYXRaKRIW3NzM8LCwqhOUCQSUWwzKioK4+PjFIVgE1av14vq6mqC8sbFxdE7lomQbGAwOjpKB2rmSGMiTkNDA4xGI1JSUpCSkkLtBP39/TAYDHj99dfJhcLgqd3d3RTzCgkJgUKhwJUrVyjmZbFYUFRURNBE1kDkcDjwgx/8ACqVCuHh4RCJRFhZWcGDDz4IpVIJLpeL9evXo6mpCdHR0XjggQfg8/mokpIdDhcWFmhQtby8DIvFgldeeQVqtRrXrl2jfRwT0PLz8yl6uLCwgCtXrqC7uxvPP/88uRFkMhnWrVuHhIQENDQ04OTJk+jv78evfvUrgnp/4QtfwMTEBGJjY3H+/Hn09/eT9b2iogIqlQqJiYmYmppCTU0NeDweDhw4gNHRUZw8eRJerxcajQYXLlxAIBCgqBSz+7P9FxNuCwsLUVRURM7Khx56CBaLBTExMTCZTBAKhdi9ezf6+voQGxtLB7fc3Fxq1xGJRLhz5w7sdjtGRkaIm5Cbm0v7sKWlJVRUVODUqVMYHh4mlsPo6CgN5jweDwn+TFRh2f20tDRiWv3lL3+B1+tFW1sbVCoVQZVZREylUkGlUiE7O5sckAMDA8Rk4vF4NChSKBR0yJVIJKiqqoLJZEJGRgba29vh9XoRExODkJAQ3Llzh1w1rMnn+vXrqKysxNjYGFWoZmVlYWxsDCkpKRgbGyN4MGMB+Hw+2i8zF4DX6yXXW25uLiYmJqgWXSaTITMzE1FRUTTF37BhA86fPw+z2Yzo6Og1jDO32017o+TkZIyMjODhhx/G8ePHcfDgQQSDQdy4cQMhISHYvHkzZmdnsX37duTm5lIbzM6dOxEREYHU1FR0dnbiySefxMTEBC5dukTPMybQ3n/v3r17l34+nU6HN954A729vTTEMhqN2LdvH4lO09PTiI2NJWcZ21MzIYP92TabDR988AEB/VkcnsGyl5aWYLFYcP36dYyNjcHv98Pn8yEiIgIdHR0kMjI2CHMRLy4uEgQ7EAhQgxSDfbPmnPj4eHoeLS4uIj8/H0qlkjg6/6j1/1uBwePx4Lvf/S6efPLJNeC1v18Gg+EjcLq4uDgYDAYA99gBbLL53/2ej1svvPACfvrTn37k13t6ekglW1lZQWhoKOLj45GXl0fTwJCQECLVt7e3w2w204GJRR4uXbqEuLg4+Hw+xMfHEz+B3cBRUVEE8MnOzsYHH3xA6t7i4iJlFMPDwyGRSHDw4EHYbDbs3bsXvb29OHDgACQSCebm5jA5OYlAIIDTp08jGAySVd5isVAcw+v10oOYTU4jIyOpctDn82F0dJQOnkqlklRqsVhMrgSJRAKxWAy5XE4TSeBeDzWzCEZGRkIikSA+Ph4KhYLqvZh1Vq/XA7gHcTGZTNTBzbJcDLrH1Fq/3w+v10ttFz6fD3FxcRCLxQgNDSU7JZfLpYdudnY2tmzZQpVzCwsLkEqlmJycRHJyMgkejNqclZUFg8GAtrY2xMXFQalUYmVlBR0dHTh8+DDy8/NRWloKnU6HoqIiFBYWIhgMYsOGDSgqKsLNmzcxOTmJ2NhYAPfo/MyhwaY/arWaPqeVlRUMDQ1BKBSS0rpv3z6q5crMzIRSqcTGjRuRnZ1NuTS5XE4W723btkGpVKK9vZ0OWbGxsdQKUFtbSzZ9v9+PEydOIC0tjTacCoUCra2t1KNsMpkQGxuLwsJCjI6OYnp6GvPz8+jt7UVERARmZ2fp98hkMoyNjcHhcFA2WyQSwev1wmAwoKysDF/84hfR19eHpKQk5Obmwu/3Izs7mzZ0EokER44cQUpKCkZGRqDX68lGzhwTp06dou+TRS58Ph8UCgWJSFFRUdi3bx9dH7t27SKyfmFhIYxGI7kMpqamMDk5CbPZjOeff55+nc/nY2pqiu5vp9MJnU4Hu91O8LyoqChs3bqVaqbsdjsMBgP8fj+MRiMcDgdGR0cxPz+Pa9euUc1SMBjECy+8QPCpQCCArq4uLCwsYGVlBQqFAi6XiyaujMCdnp6OsbExtLe304YlOTkZsbGxyMjIQExMDO7cuQOz2Qyfz4ekpCSCkN29exdzc3N4++236bNgcNnx8XE4HA6YTCY4nU7s3r0bg4ODxLWQyWSw2Wz4xCc+AQ6Hg87OThQUFCA3NxctLS0UQ+HxeLBarQgGg/Szsmn/2NgY8WlYEwq77xcWFij6ZTQa6fDEnF0ulwt9fX0YGRkhvoJWq4VGowGPx8OpU6dIKDIY/h/u/jywzfJO94cvyZItS9a+WLK877sdL4nj2IHsC1tCaICwFEoXaCkdylBaOu20pbSl5UAXtgKlbIEkJGRzVmdz4n3fd8mLVkuWLFu2ZEu2/P6R3t8fzMw75z3ndw7nvPP8MwMlsS0/z3Pf9/W9rs9lp/ws+x56e3vR39+PiYkJvP3220TL/s1vfoONGzdizZo1mJ2dxfDwMNauXQutVovk5GTiYGRmZuLixYv45je/ifDwcBiNRrjdbszOzuLtt9+G3+9HU1MTucsAUOyG2a4ZJ+DcuXPUWsAqzBobG+l+WV1dBY/Ho8pflUpFk33WE88q/BITE8n+zXLyTU1NMJlMSExMhNvtRmpqKh3qlEolbbBycnIQExODBx98EB0dHbh69So2bNhA3eqsCnBubg5ZWVnQ6/U0qZydnUV9fT1MJhPOnTsH4KaIffjwYaxZs4bWF5vNRuyW1dVVAjsyAjefzyfGBnAzBhEIBPCHP/wBn3zyCdasWUMwLgYXXrNmDYGDV1ZWSFhja5hYLMalS5cwPT1NHBUWa1xeXkZcXBzefPNN9PT0ELCsqamJDt+33XYbbTqZS06n05GQmZubi4sXL+LBBx/E7373OygUCvT09EClUtHnw3gPERERVM2m0WgwMjICh8OBCxcuoKurC9nZ2cT5YGIkcLOajwHHTp06hUAgAB6PR9BPxmHRaDSYm5tDSUkJOBwOEfg/+ugj7NixA4ODgwBAkz+WmWf2ZdaWoNfr8a1vfQsvv/wyVRWXlJSgubkZlZWVcDqd1HCztLQEj8cDAEhKSkJ2djZ27dqF8+fPIzc3F729vQgLCyNg3hdbo7Zv346PPvoIWVlZiIiIwMDAADXJMLs5iyXGxcUhLi4OhYWF8Pl8OH78ONxuN1JSUnD//ffj8OHDKCsrg0QioQaXe+65BykpKVT/53Q6MTMzA6VSiYSEBMzNzeGuu+7C66+/jqioKMTGxtL7mEUI1q9fTw03GzdupPUiNTWVGDEHDhzAgQMHIBaLUVJSgmAwSPG10dFR9PX1AQAaGxuhUChonYyKiiLwNbM+T01NISIiAuHh4RAKhZDL5VTP2dDQgO7ubjzwwAPIzc2lVrDZ2VkoFArIZDJcvHgRPB6P4N8MMi0QCPCzn/0MDocDU1NT1ODC7O1utxsnT56kiMChQ4fA5XIpCjg7O4tvf/vb5A5icFzGHmPTWta4xA5IkZGRxPJiDAvGm2LMJovFQpN0lUqF9957j6KYvb29OHv2LAoLCwnUxw53YrEYjz76KGw2G6KioshVGxkZiVAohLq6OgwNDSE9PR1DQ0MUDTp06BCmp6eRkpICg8EAr9f7JTcNABIIZDIZgsEgRkZGaMDB4XAwPz+Pzz77DFKpFD09PVT5nZWVRZWFZ8+epc/zypUr2Lx5MzU3paWlITU1FX//+98RCoWwsrICPp+PsbExtLe3w2w2w26340c/+hEGBweJLxQTE/OluKRMJiPum8lkwtjYGPh8PoFDWX0xG/qtrKygp6cHfr8fy8vLOH/+PCwWC7ly2GFaJpNBp9PRz+xwOGgQ1NDQAKVSibCwMIqLOp1OzM/PQ6FQwGg0wmAw0LCEQSjn5+fxpz/9CQaDAZGRkaivr6eqTeYOGxwcxOTkJDGDFhcXicHEHA7BYBB8Ph+5ublITk6GxWLBBx98gEceeQQPPvggCgoK4PF4qEVq//79UKvVePLJJ/G9730PlZWV6OnpwcDAAJKTk8l9Mzk5CavVColEQu4iJq4BIOAycw5KJBKUlZVBoVAgEAjAarVi586dsFgsWF1dxYYNG9Da2oqNGzciJiYGjz76KG655RZs2rQJq6ur+OMf/0i/W+Z0zMzMRHx8PCIjI+H1erF9+3b4fD7ce++9+P3vf097mK/q+i8pMASDQdx3330IhUJ44403/rv/PVuw2LW6uvrv/t3/L//NF6+f/OQn+OEPf0j/zKYzLKfOMuIqlQopKSno6upCfn4+Wa/i4uJQVFREtFWWw+7u7kZ0dDQBZJhIwexrqampJCLMz89TmwSrjXI4HAgLC6OpBctkM1sS+5lY7IJtcCUSCXbs2IGenh6ylmk0GgKrseqi3bt301TUaDSirKwM09PTUCgUyMvLw2uvvYYNGzZgYWEBf//73wk+tri4SDajkZERjIyM0MQ1ISEBGo2G3BEGgwFyuZw2r0z137FjB2ZnZ1FaWorIyEhkZ2eTtUkgEFAVosvlgsFgoM2/QqFAV1cXRkdH8cgjj1CW6dChQ6ioqEB5eTkuX76MjRs3YnJyEp988gnMZjM5RAYHB2mycv/990Oj0RA9m4klBoOBoi8ymQxCoRBbtmzBwsICXC4XuVVYDAW46Z5hTRT79u3DG2+8QRVxarUa09PTsFgsEAqFkMlkMJlMKCgowNLSElJSUghUMzk5Sf3lbrcbL730ElpbW6mSp6+vDyMjIySijY+PEwxqZWWFIJtjY2NEmg4PD6d6I8YM4XA4mJycJPAY2ziy6q/s7GwUFhbSIb62thYmk4lqv2ZnZwm4KRAIiA3CFreUlBSy/1osFrz44ou0GZDL5eju7salS5fA4/HI7u9yudDW1ga3201OJqlUSgdxNgkCbi4QzD6fkJBAL/76+nqKJ/l8PqrmvHz5MrKyslBTU4N77rkHb731Fjo7OxEeHg4AyMnJIRs3+10999xzCAQC8Hq9GB8fR21tLaampjAwMACtVourV6+S/ZdZudnnxyjarGoxLi6OJr/l5eXw+XxUI8oWMo1Gg6ysLKrGYhVYrDKKQfKYGr+6uorh4WHExcVRVV4oFAKPx0NJSQnq6+tpUsrI/CwTWVdXh6KiIuzZs4cmIfv27cP169cxODhIk0RWO1ZTUwOVSoXIyEi43W4kJCSQCDg5OUnuj+LiYigUCmpTeOutt2gDIZfLMTo6Shsr9nyzWIPD4aDDBxNL2UZ1aGgI3d3dxIRZWFhARkYGKisr6fAhk8lw6dIl+kyZUMM4CFeuXIFMJoNGoyGQXUdHB93LgUAAGo2GxA32fIVCIfT09GB2dpYOTWazGYuLiygoKEB1dTVt7PPy8sDn89Hf34/U1FQCkbFaLbfbjcjISNx+++1kF66oqEBVVRVUKhU8Hg+Sk5MRHh4Og8FA1ZlMMF1eXobdbifXhlwuh9VqJQF7enoaW7duxblz5yASiVBfXw8+n09VaouLi7RB/fDDD2G322E0GuF0OulgLRaLkZGRge7ubsTHx9MhOjw8HC+++CJUKhX6+vqQnJxMDqpf/epXdK9OTU1RJWBYWBgsFgtRyRk4kkXmmGAoEAgwPT2N119/Ha2trTh79iyt2xEREeByuXjooYcwOzuL+Ph4OBwOdHZ2YmJiAhwOB5cuXcKlS5cgFAqxbt06DA8PU2RgaWkJCoUC09PTyMvLo6kWc9X4fD6UlZWRq8JoNFLTgd1uJ/GHz+eTUMHq/BjVPzs7G9euXUNxcTGysrKQkZGB48eP47777sPWrVtx4sQJGI1G2qSz6kn2uxscHER9fT2EQiHl0L1eL+x2Owm17e3tmJmZQUxMDMRiMbRaLZ5++mlcvHgR169fpxrFxMREgpfy+XyCXRuNRigUCnKXyeVytLe3Y3R0FB0dHTSplEqlaGtro/+fEeEVCgU6OjowMTEBpVKJ5ORkqhqdn5+Hw+FAQkICZDIZSkpKYLPZMDQ0BL/fTwfjrKwsavcQCATYsGEDrl+/Tu8Oi8VCFZsLCwvw+/3Ytm0bHfpYhr6/vx9KpRJer/dL1a4ajQb33nsv5HI5fvvb36KxsRFFRUX49NNP8fbbb2NychKvvPIKYmNjMTIygoGBAajVajgcDvT19cFut8Nms+HatWvo7u5GVVUVcnJyCJT6i1/8AktLSxgZGYHP56Os+9TUFHw+H2pra8mZwA5xbrcbmzdvJrhrZWUlVckynohOp0MwGCQuBBMtampq6JlklYLskM/qhK1WKx3+N2zYAAAEpF1YWKCp/Ysvvkh7AtbqotVqSWwJBAIkQoSHh1OMllm/WcMLqw/dsWMH0tPTYTKZkJOTQzFf5jq8du0awYzj4uJoL84+Y1Yj3dHRgaSkJDgcDkRFRaG8vBxerxcikQgejwdPPfUUJiYm8MMf/hDHjx+n+mCXywWtVosHHngAV69exdDQEEHYmaNGLpdDr9fT9D8mJgYJCQk0GAgEAhAKhdi7dy+5axmnh03/l5aWyKXMwJ6zs7M4evQoeDweuQq+6OBgjqaBgQGcPXsWjz32GDnUnnvuOTrgMvgtE1J8Ph+5Oy5evIiUlBRIJBJMTExQlIAJpgxiazQaweVy4XA4yJ3EOARutxtxcXGYm5vDwYMHMT4+jqmpKURHR0OhUEAqlcJgMNAzmp2dTft0xpS45ZZb0N/fT2tkTk4OAXqNRiO6urrA4/Fw/Phx6PV6DAwMUBW7WCzGnj178Oabb2J5eRmLi4u4fPky3QvT09M4f/483G43uFwuJBIJIiIiSGxgLXlzc3O4ePEiIiIi8N5772F0dJTqsBUKBcxmM8Egl5eXcfToUYphVVRUwGw2Y+fOndRaVVlZiYiICJSUlKC/vx/9/f0oLy/H9PQ09u7dC5FIhHXr1iEUCuHgwYMoLS39Ep/ljTfegF6vx8LCAng8Hm7cuIHIyEi0tLQgJSUFFy5cIMYeh8PBp59+iuHhYYRCIajVajidTgwNDdHZErgp5Hk8HrhcLnpmv8rrv5zAEAwGsX//foyNjRE1/z+7GOzwixfragZAk4T/7L/5jy42cfq3l9/vR3R0NLxeL6ncwWAQIpGI7EysAlKr1cJisSA7OxvJyclk1WcwMNZEIBAIoNPp4Ha7UVlZSQe/6upqzM7OoqOjAy6XCydOnKBDBJtcrK6uwul0oq2tDRMTE3SwYlNZh8NB06G2tjbU1NTQpJRtxKxWK1XysQMgYzY4nU6aDun1enR0dFB1UjAYhEajwdTUFHg8HuW2ExIS8P3vfx9nz54lEvratWsRCARw+fJlcneoVCrMz8+TFW1ubg7Xr1/Hpk2bMDMzg0AgAJPJRGq4xWJBa2srTfHHxsZo4zoxMQGz2Qy/308TePZSY5VgVquVav14PB5ZghcWFmgKzyalCoUCi4uL+PTTT5GQkAC/34/Ozk5wOBy888478Pl8GBwcxMzMDG1k4uLiMDw8jMLCQsqROxwODAwM4MaNG+jr66MuWwAEr+RwOAgGg5SxjI6Opo36xYsXMTIyQlVNwM2cWGxsLE3lGP08NzcXHA4HjY2NkEgkGBgYoOpH1g0vEomoZUSr1dL3Mj4+jpiYGIyOjiIjI4M+28XFRZpILC0t4fPPP6coCZucxcTE0IYyISGBsskZGRl0EBAIBJifnydbc2JiIqanpyEWi2lhSk5ORmVlJR577DH88pe/JJsjW/ijo6Ph8/ko88zhcHDvvffCarViz549+Nvf/obw8HAoFAoC2n3xcHHt2jX62sDNSXZSUhLm5+epVvGJJ56AWq3G2NgY8vPzCdrHJotnz56lqW9LSwtmZmbIacNEhejoaPB4PHzta1/D1atXqUUkNjYW2dnZqKqqorjB/Pw8VCoVent74fF44HQ6wePxcPXqVTq0M8K9RqNBKBTCt771LSQlJUEul+PkyZMoLS1FR0cHvXdkMhn27duHoaEhXLlyBV1dXbDZbDh48CCJS0qlEnq9HouLi+jr6yPVnGX6WY735MmT5CJISUnBlStXSPxk08709HTk5+djaGgI09PTVIHGmkoefPBBImPr9XoMDQ3ROzQnJ4fArHfeeSeAm1BYvV6P4eFhNDQ04O6778bBgwcpfsA6rU+cOIEbN25Qq8MX729mk9fr9SgvL8eRI0cIIjY9PU2NGUtLS0hPT4dWq4VWq8XGjRtRWlqKhoYGanzZvn37l6CnBw8exJo1ayASieiziIqKgtFoJMgrgzjNzs7i3LlzZFFn00DmrCkuLsbKygqOHz9ObQ6MT8Fgj5GRkSgvL4fJZMKFCxcIiBkbG0sHPrFYjDNnzmB8fJycWDweD/Pz8wBAgMaamhqYzWbExcWhq6uLeCFsOs+gk2wjc8stt+Dzzz9HeHg4EhISMDg4iLGxMVrn5ubmMDw8DIfDgba2NlrjzGYzpFIp4uPjkZCQgMuXLyMvLw85OTl48cUX0draij/84Q+QSCSUr7VarSgoKIBIJEJSUhLa29uJP5OVlQWv14sf/vCH+NOf/oS9e/eipaWF7qddu3bhnXfeIfAki8kw1lBKSgrcbje8Xi8WFhZQUVGBoqIiBAIB/Ou//it8Ph8uXbpEv/tAIIBr165BoVDQ9xMMBtHX14ecnBw0NzdTVWNKSgqKioogkUiodWh6ehpjY2OwWCwEt7VYLCRUr6ysoL6+npoEYmJiiL/E7MsulwsFBQUQCoU4deoU5HI5TRJdLhc1JkxNTUEoFMJms5GAyiCTbO1nDSAmk4kmpVwuF3a7ndx4oVAISUlJ6OzsJCgyOwTu27cPN27cgFqtRmJiIoLBILq6usg15fF46J20sLBAUQ1Wqc2ccawlKTk5GX/5y19w9913w+l0UiyBy+WioqKCppiMWcUij6xNZHFxkaqaGQeFgfRGRkbo/QoALS0tFGFta2uDVColR1B5eTmsVisCgQBNuplr1GazITs7G1KpFGlpaXS4YQ5W5gIKDw9HZWUlVCoVRCIRnn76abS3t+Py5cswGAxUaxwWFga3243bb78dWq0Wv/vd7/DKK6/AYDDgzjvvRH9/PwKBAHESmLMjLy8PSUlJ4PF4NCEuLCykd3ZJSQmEQiEqKirQ2dmJ9evX4+DBgzAYDGhpaaFmleLiYuh0Oly6dInaMKxWK1wuF9XPRkZGIiUlBXv37iWBmu0zMjMzsWPHDrS0tEChUKChoQFmsxn79u3DH/7wB6ysrOCPf/wjwR0Zp8Pr9SIqKgo5OTnIy8tDdnY2fv/732Pnzp3Iy8vDr371K9y4cQMAiJMTCASwfv16XLt2DZWVlVTHKJfLybXB3F4RERE0tEhOTqZqd6vVSqLtxo0bkZ2djWPHjlHcgTlw6urqMDw8DIPBQO4mpVJJsRe2Zvr9fsTExCApKQmTk5OwWCxYv349OZTvu+8+lJeXY2VlBVeuXKF3qE6nQ35+Pu6991589tlnSElJwbVr1/Dwww/jpZdeQl5eHg4cOIArV67gL3/5CzIyMsgpbLFYUFRUBJvNhtzcXExOThLAle1ZxWIxeDweIiMjqcIzFAphzZo1qK+vh1KpxMzMDO644w709PTg0qVLFB9gYlwoFMK6desIAM7E5cXFRfT396OhoYGEB+YWFIvF0Ov1xDOqqKhAdHQ0ZmZmsG3bNlitVoyOjiI/Px/Nzc1U03rjxg3IZDLYbDYsLy9TLI6xWtjPkJWVhdXVVdx5550YGhrC1NQU5HL5lxzYbN/MIkSMxzYyMkLinEajwY0bN3Do0CFyF0ZHR9Nw1ufzIS4uDklJSTh58iROnDiBoaEhiMVitLW1kSNzZWUFVquVog4sas7AkHK5nBpaFhcX6d0QHh6OiYkJqsU1Go24//77cf/99+PUqVPIycnB0NAQ7RNZM5tCoUBJSQmuXr1K574tW7bg5Zdf/v96bv1fff2XEhiYuDAyMoKrV6/SwfM/u9avX4/q6uovcRguXryI8vJyADeZCcXFxaiurv5SdWV1dTXuuuuu/+HvcXV1FV6vl/KIzCXAqttYXcry8jIKCgowPj5OzQNLS0uk+qamppK1n4kRrLqst7eX6NSsIk6tVmPDhg04ffo0/H4/bZSBmzc2o7hfvHgRTqcTzc3NZGVmkQ2DwYCCggKKbWRlZSE+Pp7EEkYlX1pagtlspt5ZkUhEtn2fz0dTdw6Hg7a2NtjtdspRMjv2W2+9RRtmPp+P7u5uqufzer2IjY2FXq+nxQi4qZbv27cPFRUV9HkHAgHs3buXFEYej4dt27bh2LFjCIVCsNvt6Ovro15fdkhh9WuxsbEoLCwEj8dDXFwcuru7qQlkaGiI1P/Y2Fh6qen1euJJxMTEUJXi/Pw8+Hw+Ojo6wOFwqCOaHU7a29sxPT2Nzz//HAKBgDp/Z2dnaTLe2dlJeS4AGBsbg9/vp5iJwWCASqWC2+2mCeWDDz4InU6H3bt3Y25uDq+99hr0ej18Ph/27NmDkZER4mAsLS1RPGR+fh5qtRoSiYSEDa1Wi8HBQerN9vv9BAksLCzE/Pw8hEIhLSb/+q//ipaWFtTX138JJsYiPfn5+YiPj0d6ejra29vpmWVTX4FAQF2+FosFoVCIKtcYzEqr1VIF2dzcHHUXM9u43W6HXq9Hfn4+DAYDXC4XcnJysHHjRly+fBlOpxN9fX2QyWTkZmE8EofDAS6Xi8uXL1OTgMlkQmZmJllyR0dHYTQaYTQakZeXRwLJ448/jpaWFrzzzjuU0Y6OjkZ/fz82bdoEg8EAiURCzwrbSLKqte7ubppCZGRkIDc3F6mpqcjJyUF8fDySk5Nht9shEonw85//HC+88AIaGhqQnJwMl8uF1dVVZGZmkjVeKpWisbER//zP/wyJRII33niDsucxMTGorKxER0cHTCYTjh49CpPJBIVCgaioKOzevRvd3d3QarXgcrl04GCtKQy6x7Kf7DNMSEhAdHQ0gTtdLhd6e3sRCoXwwgsvYN26deDxeIiPj8eJEycwNzeH7OxsDA0N4a677sL8/DwefPBBADcdI7feeiuqq6tRWlpKB0DGxbj//vsBAKdPn8amTZuo8aWvr48cK8xS6/f7ce3aNQA3+TPs/dPW1oZr165hdXWV8u4sm8sqCH0+H4FwZTIZlpeXqTJzbm4OtbW1FJUaHh6mSAG7WPUsq+RVq9XIz89HY2MjPe8MfMgO3ayFZmlpiTLcHo8HXV1dtLkyGAwQi8XweDwE72NTcqPRCLFYDKlUioKCAhLafD4fEcO/CBksKSkh5warSWUVyIy8npycTLEE5ggRCAT09zJuC6tQrK6uRlhYGPr6+hAKhXD58mU4HA7IZDKaqKWnp2NiYgJdXV2wWCy4ceMGNaa4XC50d3fjF7/4BYE+GcuBQVkZQ6OjowPl5eUYGBjArl278Mc//hHBYBDvvPMOZmZmcOTIESQmJiIxMZGEX8ZxYO/qhYUFiEQi8Hg8mt4tLy8jMjISq6ur6O7uhsvlwscff4yJiQkChgqFQmIHZWRk4MqVK3jnnXcgl8upOaizsxNhYWH48Y9/DIfDgVdeeQVqtRrBYBDr1q2D2WzGE088gba2NopRbtq0Ce3t7ejt7aX7RqlUYmpqCjExMbDZbHRo1Wg0OHv2LDUDDAwMUCyDVf9KJBLw+XzI5XJyVuh0Otx2221wOBz0nrp27Rq2b9+Oq1ev0gY8Ly8PP/7xjzEwMICFhQUEAgF6/iMiIpCcnAyNRoP29nbk5eXRusRAwWxjzpwCYrEYu3btwi233IKuri68+OKLAICMjAxy5PD5fHzyySfEYsrPz4fFYiF6fUZGBhobG2E0GjE4OIjCwkJIJBKCqLG1Ni0tDX19fdi7dy9OnTpFkFoGP2bDpE8++QQ7d+6E2WyGUqnEI488gsOHDxMMljkMw8LCaK3OysqiNhoW45RIJJDJZNi+fTueeuopsv6zSu0DBw7gd7/7HYqLi9HV1YXLly/j5MmTGB0dBZfLhd/vh81mg1QqhUQiwde//nUMDAwgGAyit7cXg4ODePfdd7/EoOLxeOjr66MKwbi4OGRmZhKb5/z589i6dStF9qKioshRodFo6GDD/q6FhQWcP38eJpOJgMcsGrm8vEyHNK/XS193ZmYGbW1tX3rXXLt2DZ2dnTSkWFhYwJUrV/Cd73wHANDR0YFQKASfzwcOh0N8IxYli4iIgFgsRnV1NU6ePEluU2ZNHxwcJNG2s7OTILSxsbHUMsYOiTweD01NTTCbzTAYDAgLCyPWSX19PUZHR5GdnY1Lly5RY4XBYMBf//pXcgYkJCTQwCIsLAxKpZKinVwulyKBYWFhiIyMhEajoXWVz+ejsLAQY2NjWFxcRFNTE1paWkj8GBkZQVhYGEVQHA4HuZ+8Xi+efPJJtLe348aNG+jq6sLg4CCGhoaoltjv9+Ps2bO0l2FRWjY4W1xcpGa28PBwrKysQKfTobS0FLW1tcRHYof4w4cPw+/3IxQKUQMMh8Oh9+HExATkcjkxWxiUnYkIa9asQVpaGg2fWJSYtTrccsstFD9hzrfm5maKiur1emoza2pqIiefTCbD7t27YbFYoNFocOTIESQnJ+Pb3/42vvGNb3zJoR0TEwO/30+fP3NPs0gGq8VdXV2FXq+nM0hMTAw8Hg/Cw8OJecKit8xl/re//Q0rKyvYv38//vrXv2L//v1obW2FzWbDxMQEsW8mJibgdDrR2dlJ7jPGSxsZGSHgPXO5Mcgrc+CwWubHH3+chhBcLhfR0dGQSCSoqKhAc3MzYmJiaN1YXFzEZ599huvXr/8Pn1n/31z/fyUwsEkhu1gvNNsg33PPPWhvb0dVVRX1NQMgey0APPzww9Dr9dT+8IMf/AAbN27ESy+9hLvuugsnT57EpUuXUFtbS1/nhz/8IR566CGUlJRg/fr1ZIt7/PHH/4d/hkAggIiICLJDstouRqDu7e0lRZDVtg0ODqKlpQWBQAAWiwVdXV1U17W0tESKv1QqJdgPn8+nLGBJSQnMZjPBrRhEhgkHrHqN2c4WFhZIIfT5fJTjZao+j8dDXl4etmzZgqSkJFitVsrEbdmyBWfPnkV0dDQcDge5CSYnJ6HT6ag2Sa1WU7/57t27odPp8NJLL1FtIRMuWJZ+69atuHz5MqRSKdauXUsbDy6Xiy1btpBThXUkA6AaRkYgZtbknTt30mFkdXUVXV1d6O7uxuTkJL7xjW/Qnz9z5gwKCgrwwAMPoLa2FvHx8dDr9aiqqsKLL76IsbExHDx4EKFQCMnJyURgf+ihh750oABuTvh/85vf4I477vjSv+/o6MDly5chFAqxsLCAYDBINPOIiAjExcUREdjr9ZI4xKCcJSUlGBsbQ1FREY4dO4a5uTmCSYZCIZoUs8nY6dOnIZfLqcnk2LFjxP5g8QsGw/N4PHQwjYyMBIfDgUKhwNjYGNmSGeVdKBRSRvHAgQPo7e3FBx98gMTERKhUKuj1etx66630c//yl79EQkIC7rjjDoSFhRGD4Otf/zqWl5chk8lw4cIFbN++HX//+9+xZcsW1NfX48aNG+Byufjggw8A3GxdWVpaoqYJVvckEAgIliYUCmnDMj4+jomJCTQ1NZHo4ff7KX+vVCpRW1tLgFOXy4VNmzYhNzcXY2NjBASqrq5GbGwsvv/97xNodW5uDklJSfR8/v73v8fU1BQmJiYojsLuWbaQsoVYLpdjcXGR8pCsp51NYbZu3UqwNLaJm5ubI2BUY2MjiTbf/OY3STnXarVUn6VUKrFt2zYCH7Ecv8lkgkgkgkqlwtDQEGJjY5GVlYUNGzbA5/PB4/GQqNHR0UGfQ2lpKRQKBRobGykj+81vfhMff/wxKioq4Pf7qe6SLYL5+flU01ZQUIBnn30WL774Il5//XWyUzJScmtrKx3ygZtCALPMsyiOx+OBTCZDX18fXn31VXA4HOj1egiFQojFYohEIhJymTWePRts8sjgaqx9g8/nY3R0FJ999hkOHToEk8mE+Ph4jI6OIjc3F+3t7dBqteDxeAQV5XA4lOnfs2cPfvnLX5JleMeOHYiKigKXyyXKe3JyMmpqalBZWYnDhw9Do9GQ82jr1q2oqqpCZGQkYmNjsby8DKPRCKlUCpvNRqBMth7o9XpyWvl8PgCgtcTpdCI9PR333HMPFhcX8dZbb+Hy5cvEmpFKpfB4PNi+fTuJemvWrCHQpkgkwsLCAm2KWYyDVSD7/X6YTCYAoJgNc1U1NTXBYDBQhpc5vKxWK0QiEW30GIhqaGgIL730EhwOB2ZmZmgiylwSbIpltVopa8+eU6PRSK4Vu90OqVSK9vZ2BAIBDA8PkzX+9ttvR1dXF4qKiojZEhsbC6fTSVBZNm0MBoOIiorC9u3bUVhYiOHhYahUKuIesSk/EwYkEgnS09MRDAap1nJiYgIymQwqlQpWqxU//elPEQwG8eKLL9K0k8/nY2JigpqLRkdHIZfLUVlZSRP7tWvX4p577sErr7yCiIgIEmLYeyczMxMtLS2IjY0laF9dXR3VqbL1heWRpVIpsrOzYTKZkJqairKyMhw7dgw8Hg9OpxN6vR5WqxVVVVVwuVyorq6G1+vFunXr4PV6aR/mcDig1+tpws+qNF0uF/r7+xEZGYnvf//7KC4uxtGjRzE8PExRNQbL/WIuf3p6mpxXEokEjz76KH7961/TM8Pj8WjaXlxcjBMnTmDPnj1IS0tDXl4e7rvvPqhUKuTm5iIyMhJKpRJWqxVRUVHweDyYm5tDe3s7AXFZ7l8oFNJhkoEgl5eX8f7776Orqwvh4eH44IMP0NvbS9ECVnO7vLwMkUiEuLg4jI+Pw+Px4NKlSxTxqK+vh1arJe5WZmYmioqK4PP5sHbtWqrJ1mq16OrqQk9PD4qKihAdHU3vHoFAAB6Ph7vvvpt4C6dOnYJYLMbjjz9O70Gz2Uzvv7KyMrS3t0OhUEClUuHee++FSqUisOeFCxewc+dOeDweqNVqotNHRUWBz+fD4XAgFAoRg+mLbBw2JJuYmIBKpUJxcTE6OzuJR8Us8kwwZ+IXa6BwOBwUkYqLi8N9991HFecAvlRR/EXopFwuB5/PR3R0NJ5++mmo1WocOnQIHR0d2LlzJ7RaLaKiolBbW4uoqCiKjjAHSVZWFsbHx9HZ2YmZmRnExcWRfT8sLAw8Ho/qfVmrw/e//32ytX/00Uf47W9/i5MnT+LkyZPQ6XRYXFzE4uIiNBoNnnvuOXz3u9+FUCikPWZJSQlNqR966CFUVVVRleiZM2ewsrKCtWvXIjMzk9ouDAYDAZLNZjM14IjFYjgcDnKoBgIB2O12mEwmREVFIS0tDQcOHMC5c+cwOTmJ5ORkgjwaDAZkZmZiZWUFgUAAcXFx4HK5WL9+PYxGIzUrxMbGkmslOjqaXEyZmZmYnZ2FTCaDWCxGVlYWDSE//PBDpKenU+U3a38bHx8noaWsrIwg5jMzM8jIyKDv47PPPoPJZML4+Di0Wi30ej36+vrg8/lIcJmamsIf//hHYrgwlzJrwOjo6CAWEAMJy2QyGAwG2O12jI+PE0crMjISer2e+BUjIyMUuWaiMuP9zMzMICoqCiaTCWKxGHa7Hc3NzRgaGsJjjz0GLpeLmZkZcnS3trZiYmIC169fh9/vp7UxPj6eGGApKSno6OggZ6NcLqeGOgYgZS0YrEI4MjKS4JOBQAB9fX1ITEyE5x8VwQaDAVqtFv39/airq8OlS5cgkUhIpHS73ejq6vrvnFD/115ficCwd+/e/5BXwOFwiEx94MABZGRk/Kd/T2trKzZt2kT/zBgHX//61/GLX/wCp06dAgAUFhZ+6c9dvXqVDjeTk5NfOvyVl5fj0KFD+Jd/+Rf87Gc/Q0pKCg4fPvylPuZ7770XLpcLv/rVr8hqdPbsWSQkJPwPfQ7ATTXY7/dDq9VS5ptNL4uLi5GYmIgTJ05AJBIhMzOTJojsv5+dnUVhYSFNeBwOBynHnn90zwMgizIjxbP8OIsW+P1+REREICkpiX4HOTk5REVnMEMWh2BKfSAQoBqrsLAwbNq0CRaLhXJ7GzduRGNjI6RSKcbGxujQ4PP5kJeXB5vNRtA71v89Pz+P69evY+3atfB6vVi/fj1SU1NhMpmwc+dOLC0tYefOnbh+/TrCwsJoQhQWFob09HRUV1fj3nvv/Xef9Y0bN5CVlYWUlBSMjo4S/+Ddd9/9Um0pOwT+28iLVCrFlStXIBQKMTIyguHhYbKWPfPMM1AoFJifn0dBQQHWrVuHpKQknD9/HvPz8/8umuN0OpGRkfHvBAatVgu1Wo3du3fjyJEjuHTpEr7xjW9gx44dOHv2LPr6+pCbmwun00mbd6/XSwA1AOjs7ERdXR2ys7PR3NyMbdu20VSXASoFAgFaW1tRVFREavUTTzyBqqoqeDweiiIAN8UQlolMS0uDTqejAxHLDMbFxZGD5vr164iJicH27duxbt06yiOq1Wo6xCYmJiImJoZ+7oSEBDQ1NeHy5cswm83Q6XQQCARobm7G5OQkVUa9+uqrFEfx+/1obW2lRWnfvn34xje+gWPHjsHlcmF+fp54HyqVivgDLGdrt9upIqilpYVqJ5l1jXU3Ly0tYWBgAMDN9wM7KNvtdoLkdHV1oba2liJBubm5EAqFMBgMBE1kh2rWoOByuXD27FlasKxWK9l7JRIJhoeHkZCQgISEBAwMDODxxx9HSkoKLBYL8vLyEAwGYbfbcfHiRcpycrlcjI6O4je/+Q1GR0chFApx+PBhNDQ0YOPGjRAIBETPZxnuXbt24dq1a+RcstvtGBkZQUJCAsVatFotxXq8Xi9aW1sJ1sSI71qtlmIdOp0OV65cQX19Pdra2vD888/TpAi4CV9iBwtWBXb+/Hk6+MnlciQkJCAvL4/u6127duHUqVP4/ve/j8jISLS3t+P06dPgcDiIjY2lKjzWzhAKhSiedfLkSfT19VEGd3p6GkNDQ+Byuejp6aF4B3N4rVu3DmfOnEFUVBTVyVqtVgwNDSE5ORnr16+neJharYZYLMbu3bsREREBh8OBRx55BK2trTRxn5ycxNjYGBYWFtDY2Egbjby8PFgsFsj+UevLmkZqamrIfn/06FE0NDRAo9FQFI49+4w54HA4IJVK0dTURIf31dVVek8nJCRQjlUqlVKHONuwyOVyLC0tEe/C7/dTfprV7jJQJ5tKLy0tEVQxMjKS4kFpaWn0fd5zzz342c9+hqmpKfj9fgINMydUSkoKXC4XYmNjycHBAHzsnf7UU0/h/Pnz6Ovrwx133IH6+nqIxWLs2LEDNTU1aGpqIvHGbDZTBXNlZSWsVitZ5Zl1/+DBg4iPj8fIyAhqamooRzw1NYXc3Fykp6dTzIMJ12NjY9DpdHjggQcoh+50OumdxkRrkUiEv/zlL3SfMPI3g2Lu378fr776Ktrb27F9+3YCdH300Uf49re/jYyMDPz5z39GW1sblpeXqbWgrq4OTz31FK3BR48eRVVVFcxmM21mQ6EQbR6Z+4U1cDDwJYPyMtgsY2+w+/jUqVPw+/1ITk6mKrTz588jMjIS0dHR8Pv9KCgowLZt22AwGDA4OAi/3w+r1Yo//elPsFqtkEqlZE2+cuUK5ubmEAwGIRaL8cgjj+DVV1+lfHJHRwet23a7Hf39/SgsLCQo3/j4OFpbW2mPotVqIZPJcNdddyE+Ph6NjY2Q/aN6euvWraivr4fRaKS9RCAQwLFjx6DRaBATE4OGhgZ4vV7ExMRgcnISLpcLDzzwAObm5six4nA4EAgEcOnSJUxMTJAb4d1336WBEIfDIUjeHXfcgfXr1+Pzzz+HQqHA8PAwOSMyMzMxPDyMjIwMDA0NUfwvNzeX4IxSqZQs1oODgzCbzdRGxdYapVKJ8fFxDA0NEbdgaWkJb7/9Nol3LAo7NzcHHo8Hs9kMp9NJQx92EGN1h4FAADqdDv39/ejo6MD8/Dy1ZrGGAKFQiA8//JC4NGzPtH37djzzzDMwGAx49NFHUV5ejrGxMQQCAaSmpkKlUmHDhg0QCAQoLi7GbbfdBs8/6jwZNLqkpARHjx5FTk4O+vv7kZiYiI6ODshkMmzatAknT54kkZ7tUWZmZrC8vAyFQgGFQoG0tDRUVFSgpqYGubm50Gq1kEqlOHz4MHbv3o3l5WVUVFRAKBTSxHl1dRUOhwM2mw1qtRrj4+MQiUSw2+1wOp0wm81Yt24d1Go1ysvLcerUKcTFxcFms8HpdMJgMFBm3+/34+TJk7hy5QpcLhdN9BnPzG63U4MXi7WxtqyVlRUMDQ3RYPHxxx/Hli1bUFdXRyI0cNNxd+PGDYRCIWRlZaG/vx+tra3Q6/W4//778cILLyAlJYUAkQsLCygvL8e2bdvw8ccfY8uWLejt7cX8/DwOHDiAkydPwmQyUVsVA6sPDg5CKpUSl2l6eho5OTnIyclBVVUVNm/ejJycHLS0tGB4eJhEXY/Hg1AoRG4ZJshNTExgZmaGBpdsD8SE/tbWVnLm6vV6qmxOTU2FQCBAeHg4OVnZYXnr1q341re+haqqKnR3d9PXTk9Px+eff073d1hYGJxOJ86dO0exrDfeeAMWiwUdHR1YXl4moDsAao34oigeERFBcES1Wg2LxQK5XA4ej4eamhrExsaCx7t5ZFYqleDxeLhy5QoxtdasWQO/34/S0lJUV1eTkMIEmcceewzt7e3o7OwkaHlnZycGBweJbfPEE0+gurqa6uolEgntPZubm0mkZG4TFlMBQLG4GzduwOPx4JVXXsHDDz+M+fl5XLx4EdXV1fj2t7+NoqKi/+Bk+r/n+koEBqlUihMnTkAmk6G4uBirq6vo6Oigycnhw4fx0ksv4fLlywSU+Y+uW2+9leAV/9H1n/1v7GK22C9e99xzD+65557/9M9997vfxXe/+93/7t//37vYRGbnzp1EYDcajdBqtbhy5QpBT8xmM06ePImBgQEUFxdTTl8oFJITgcPhoL+/H0VFReBwOFCpVGhra6MH3OfzEfWdvaBZxptBjZgFnfWua7VaAkyNjY1henoaqampqKysREFBAdXPFRUVEVCOZRVZjzbL10okEpSWltKmat++fVRVyF4qBoMBu3fvBpfLRWNjI1mYc3JyaNM6MzODo0ePorm5GT6fj9ovWG98bW0tmpubUVNT8yXuRXd3NxISElBVVUVTgbS0NLS1teHDDz9ESUkJHar1ej2mp6fxyiuvgM/nA7j5wLJoCbOC7dq1C9///vdRVlZGm7i3334b7777Lin1hw4d+ndCAjsYv/fee3A6nfTvbTYbzGYzoqKiKDd66NAhXL9+nV7GLIrARBngy9BRoVBItt75+XmcPXuWJnE+n49aQHJyclBcXIympiakpqZiamoKpaWlCIVCyM7O/hLfweFw4Ny5c7DZbCguLsYjjzwCgUCAzZs3Y2xsjOjow8PDGBgYIPhmSUkJTZhlMhlVurEaPHbx+XykpaURPLSmpgZ6vR4ejwe9vb3Iycmh2icG1evs7CQWSWZmJrRaLc6cOYPu7m5kZmZi8+bN6OnpwdDQEDIzM3HnnXdi27ZtcLlcqK2thcViQXFxMVwuF2JiYhAMBrF161YcPXqUpjFbtmzBxMQE6urqaOJttVoRHh6OUChEQB1GiGZAnVOnTtHnyCBtbHPDfu65uTniSrAqKWZVZpt/sViMnp4eiMVivPXWW7T4ffzxxygqKoJOp8OaNWvgdruxfv165Ofn4+WXX4ZKpUIgEKAWg5WVFaxfv57uD4PBgK6uLpjNZppIicViIqyzCiYWBVhcXMSTTz6JTz75BEVFRbh06RIqKyuxsLCAxcVFjIyMYGpqCgsLC+jv70dERASCwSDa2tqI3h8TEwODwYDZ2VnExsZSQwGHw0FOTg44HA5yc3Nx7tw5omCziQIj5w8NDeHdd9+lZzApKQlOpxMKhQI5OTloampCQkICRkdHyYLa0tICo9EIs9mMpaUlsgir1Wq0tbUhPz8fJpOJ3FFGo5FswDabDfX19TAYDHj66aexvLwMt9sNl8uFlpYWIl0zVoHL5YLFYkFUVBRkMhmmpqZw7do1eL1eEj7YRmFkZITAVAMDA7Rps9ls6O3tBYfDwezsLB3QGDiQsSHCwsKogrisrAxarRYtLS0ElbVarQBuTkNYBzmHw8HIyAhefvlldHV1QaVS0fRxYWGBpjqffvopZmZmcOrUKURHR8NsNmN5eZnaONiGvaKiAiaTCQ8++CBNTNPT03Hy5En88z//M3Jzc3HgwAGcPn0ag4ODiIqKwm233YbR0VEMDg6SM+vAgQM0qQ8PD0dFRQX6+/vJmg/cdGEMDg5SY4jVakV2djb8fj8KCwtJ+GVipt/vp0nytWvXyJI6NzeHlpYWLC4u0jv97Nmz1M/OJtnMWsw2vnK5HDdu3CA+BYOUdnV1wWg0IhQKQSgUIi4ujsTvM2fOEMvI5/NhbGwMUVFRaG9vR1hYGD799FOaeEZFRRGjgf2Ot2zZgsuXL9Pvh9U2m81mEvMiIyORlpaGXbt2YX5+noB8p06dwoEDByAQCGCz2dDW1gaFQgEOh0MASuYu4XK51MPu9Xqp4jA3NxdZWVk4ceIE4uPjERERAafTiRdeeAHBYBCFhYVEzmcT0t27d+PatWvIzc2l7PDMzAzZym02G95//33k5OTQ/2YwGCibzpxYBoMBBw4cwEcffQSdTkfVkoODgzh37hx4PB4JGmFhYYiKioJUKkVRURFKS0shFApx33334fPPPweHwyE3n8fjgdVqhd1uh9/vx4cffkiAWwA0tGAtWKw6j7lS2FT52rVr8Pv9xJ9gQierWR0bG8PTTz+Nt956Cxs2bIDH4yFOy9TUFKxWK4lzDLQZGxuLYDAIl8uFDz/8kCJFNpuNYozsPc3WQj6fTzBwBmlOSEggQSkjIwOjo6MYGBggxhd7b7W3t1MzC4tojo+PQ6PRwOVyYXl5mWINjM8RExNDzwv7XvV6PVpbW6HRaHD69GkaXjFHCBMW+/r6iC/G4XDQ29tLMdq+vj4EAgGMjY3R+yE/Px9PPfUUcQ127dqFyclJlJSUIC8vD1NTU+RsbW9vh0qlojWO2eYlEgm6u7uJj8Uggmz4xup/vV4vtRSwfcX4+DiCwSAGBwdhs9lw8uRJqi9l4lpycjKamppozY2Pj8ftt9+OM2fOfCkixUC7zJE1Pz+P2tpaqNVqhIWFQafTQavV0pmAXQyQPTc3R/+XuR2ZwMZA2Oz+tVqtBCCcmpqCRqNBR0cHEhISsHnzZkxMTEAikVAVJWNxKJVKKBQKqqQeGBiA0+mEQCCAWq2m/TqL5U1PT2NqaopqOZlbi8PhULOERCLB1q1bkZCQgD/84Q90XzQ2NlJsWyAQUEMJg4c2NjZStfLY2BhSU1PpHeFyueByufDss8/i2WefpbMB+36OHDlCER8GpmawcVb/yM5OkZGRxFpibWpKpRKJiYnEYpmZmSFnrtlsJigqi5Sp1WqKtkdGRmJlZQWrq6sYGhoiZ/np06fx1FNP0YDhZz/7GUwmE+bn5+F2u7G0tERCWltbGyIiIvD0008Td4vD4SA5OZmg66y2le0rGT9QqVQSR00oFCImJgYTExM4cuQIDSKuX79OEYqv8vpKBAatVosDBw7gtddeowNdKBTCD37wA4jFYhw6dAiPP/44nnvuuS9FE/4rXoyCLRKJqAM8PDwc8fHxuH79OjZu3Air1Qqz2Yzm5mZa2FgP69LSEs6dOwfPP3qu3W43PQApKSkEV+RyuYiMjMTi4iKRouvq6mC1WnHjxg1ERETAYrEQ3EQul9NUjVGA2cLPSL5ZWVlkV2ZZ+qNHj8Lv96OtrQ1jY2OoqqoiS9LQ0BBef/11vPvuu3TIGx0dJReDTqfD5OQkXnjhBfh8PthsNszPz8NgMKCqqgoAaFHjcrmUgfV4POjo6MDCwgLefPNNqqNiSiq7GACSga+WlpbQ0dFBeSY20QNuxilYZz1zMlitVgwPD0OpVGJoaIgO8S6XCwCQlZWFrKwsAvY4nU643W7KGLK4xurqKoHnuru76RAH/D9Ok5MnT8JqtUKpVBLMCAD1gScmJmLr1q24ePEiAJD9DrgJNmJKtlqthtFoRGRkJFpbW1FcXEyTT7FYjJGREYyNjVHrAvvzPB6PhJVQKESVSEeOHIHRaMTIyAhNyMxmM4xGI3JycjA9PU3CVFdXF55//nnK6Y+MjOCjjz5CMBgEAPr72c/N8psRERFESj569CjVqLFaoYSEBFgsFooDMesly/ItLCwgMjISp06dIrsY67x+6623KIOYm5uLGzdu0FR2cXERhw8fpsostnHr7++nrCYDFbEmBXZgCYVCiI6ORlFREfr6+jA5OQmPx0MbyPHxcZpoVlRUYNOmTfjkk09QUlKCuLg4lJeX4/Tp07h69SoyMjKoumnNmjVQqVQoLS0lUcNkMsHhcGDz5s1obW2FTqeDy+Wi6XR6ejo9D2q1Gl6vF8PDw8SC6OzspPq+22+/HR6Ph8QdADh27Bimp6exurpKU2qdTgfgppBVUVFBNaZsIWW1skwQtdlsSElJgUajwcDAADo6OiiGw2jObDPO4XCg1WopV28ymagNgyn5fD6f6PUqlQpyuRxxcXHIy8uDUCjE6dOnyQ7LNuBFRUWIj4/Hli1bAACHDx8mm29mZiYxZxQKBfbv34+nnnoKP/zhD8khERMTA5/Ph4WFBTzwwAOIiorCiRMnYDAYiNSu0WgQFxcHrVaL7OxsDAwMUB/99PQ0wa1GRkaQmppKIkZ4eDgCgQAmJyepWYC5wVZXVzEwMEAiB3Nl9PT0kJDI5XIhFAoRFRVF0DPmOrDZbAgEAvROjoiIgFarJZgcs/yy95xCoUB6ejp6e3tJsGCfuVqtRllZGS5fvkzQRq1WC6FQiPHxcVRVVcHtdqOxsRFJSUloamqiiN7zzz8PjUaD2dlZjI6Owu/3Y3V1FdXV1QgEAsjNzaX8OmsYYALU9evXSXgdHR2lzHJ4eDiKioqQkpKCuLg4pKSkUG2py+WCWq0mwCpjQjAwLRN1mSWYZVltNhvVpDF3oFgsxtDQEB3oo6KikJqaCqVSSRvh7u5u6HQ6YtSIxWLU1dVBJpMhPDwcWq0WJSUlmJycpKYBJo6kpqbiO9/5DqRSKVpaWgh8ubS0hKioKKoS5XA42LlzJ1ZXV/Hqq6/i+PHjGBoaAnCzdplR3RlwcnZ2FnK5HPfccw9OnTqFmZkZaDQairAxpyITrGZnZyEQCBAWFobMzExERkZCKBQSl2RiYoJqHqurq5GcnEzvkZqaGgwPD2NychJer5eaHxobG+F2u2EwGKgimDWTsKgPa0lgm2P2TuXz+bS2tLa24rvf/S4GBgao5pNN7z7++GOqOo6Pj8fMzAyWlpYwNjaGhIQEOJ1O5OTk0GQ+MTGRBHahUEiT1VAoBKVS+aVoWEpKCnECOBwOOc5iYmIQFhYGm80Gi8VCX7OmpoZAmgDIIdDe3o5Lly5RVMBut6O7uxsLCwvo6+uj9gOBQACBQIA1a9Zgw4YNmJubo7pZ5rKSy+UYHBykKGR2djZR7Vmca3l5GVFRUdi2bRsuXryIhx9+GKdPn8aaNWuIM8Rqjy9evIikpCRybzF2D1tjIyIi8Otf/xoNDQ0IDw+H1+vFm2++CbfbTTXjJpMJKSkpBJPm8/lUkbtr1y4olUoYDAaMjo6Ss0ksFtN+6fPPP6eaXpFIhKioKDQ0NMDpdOIPf/gDDAYDVlZWcOrUKQwNDaG/v58GAezQFhUVBYPBQNya/Px8WqdSUlLw+uuvQyQSoby8HGKxGK+88gpWV1eRn59PgoNCoaDGkccffxxnz56F0+nEysoKEhISyCnMpsVSqRR8Pp8iPCxmyuJhzIUcCARw/PhxmM1miEQinD9/Hv39/QgLC0NeXh7q6+sxODhI4HLWLMTiOOxizJlgMIjy8nKUlJSgo6MDAoEAfX19yM7OxvLyMhoaGpCTk4O+vj709fVh+/btAG4OMiIiIuByuUjgYG1d7PkMBoPkUlqzZg01tEVERCAUCkEikcDr9VJVI2OYZGVlIRgMQi6XY9++fXA4HNRwUFJSQkyWnJwcVFdXQyqVYt26dVAqlRQnUqvVNPBjUSsej4eWlhaqKf3zn/9MrTeMR7K4uIienh6MjIzQAJKB6jkcDjIyMghmzRxRarWaWtpUKhW189XV1cFms6GsrAyBQIBao1wuF1JSUlBfX4/c3FzcfffdCIVCOHz4MPLz81FXV4fx8XHiYpSVlVEdK4tfdHZ2IjIyEhaLBUePHqVo8+joKJaXl8nRwRpU2Luax+MRf4+td2wYOzU1hYKCAnA4HJhMJoRCIaxdu5bi0Z988gmJRCy2bDabaQjsdruh0Wjw+9//Hl/l9ZUIDH/7299QV1f3pWgCl8vF97//fZSXl+M3v/kNnnzySVRWVn4V387/0cvtdoPH46Gqqoo2mSzvwyqebDYbqVF33303rl+//iUY0o4dO3D06FHs3r0bBw8ehFwuJ4K8QqFAMBgkCjkD13k8HrS2tmJpaQk5OTlYXl6mTnWmsCsUCnz66acUi2AVZkztdjgcNEnj8/nIy8vD4OAgKfM2mw1NTU1kj+VwOETAHR8fR3R0NFnFlpaWkJmZSaCf7Oxs9Pf3w2q1EqNix44dFAXh8XiYmZlBf38/du/ejcrKSpw8eRKZmZkkaBQUFGB1dRXZ2dlQKpW4evUq2RFtNhvuvfde1NXVIRQK4YknnkBhYSHB3AYHB/HXv/4V69evR2ZmJgDA5/OhubkZubm5qKqqoljI3NwcXnnlFRIn/H4/ZmZmkJOTA7FYTCR8pjADN2slN27ciM7OTorwMNo+o9CGh4eTQGC1WqHVaslKzirxenp6sLq6ipMnT9Lf3d/fT5A6Ho+HkZERaLVaOBwOjIyM0MLc2NiI2dlZTE1NwWw205/3eDy0kQFArSLR0dFwu90YGhqCyWTC9PQ0qqurEQqF0N3dTRNcRjJn+UAmKLjdbuqNZ9MwtqExGo1Ud8bgPcyqHBYWhttuuw12ux2XLl1CSUkJfZa9vb2w2WyIjo5GbGwsJBIJVZECNyNQcXFxNLmxWCyQSCQIDw8nYFpZWRk2b94Mi8WC3NxcvPjii9i0aRO6u7sRGxuLgYEB6PV6dHZ2ktWPgYIkEgmBmNiiMT8/jzVr1iA1NRV+vx9SqRTNzc2QyWTYs2cPXnvtNZSWlqK7u5umSUw0Y5lU9ntlgsvExAQp8Yysr9Vqce7cOcrk8/l8qhFNTk6GwWBAcnIyMjIysLKyguzsbERERMBkMqG/v58On8PDw0hLS4Pf78fmzZvpHmH2WYvFAoVCgVOnTtHz7HQ6UVlZieXlZbS3tyM5ORk+nw87duyAxWLB+Pg4UlJS0N3djYGBAWRlZeHatWtwOp20CZiYmCBBiGUoOzs7sbKygvj4eBLp5ufnMTU1BQAwm83gcDi4evUqxaBYppRFEcbHx2Gz2fDLX/6SJhvx8fFUXRYVFUUT7ejoaFRXV5N9uL+/n1wKLPcZCoVQU1ODlJQUiEQi3H777ZiamqJ3CpsEV1dXk9NrbGwM5eXl5HIIDw9HYmIixsfH6UDIpmu5ubnYsGEDXn/9dSwvL0On0xEgNyYmBtevXydgHHu/hoeHQy6XEyiWQa8Y2Z/L5eKuu+6C3++n+k3GUNDpdNi0aRO4XC6Gh4eJS8HlconTA4AahZqamqjqc3l5mWoP5+fniaDPLNgs++pwOCAQCAi0yFwYbFrF5/OxadMmYk0UFhaSeF1TU4Mnn3wSly5dQldXF+WL7733Xnz++efEfWAbZYFAgMHBQWp68Pv9kMlkCAQCmJubo8jI2rVr0djYSIcztnlkUY2WlhbExMSQoOf1elFRUYHTp08DuOk6YxnWtWvXEmTvo48+wgMPPIDw8HDcuHEDPp+P4kZqtRpSqRQcDgeFhYX0O//tb3+L2dlZ1NXVYWhoiMCfrNKO1d8xNkAwGMSFCxeIecIYChwOh+zIJ0+eJFcVo5T39PSgsrKSJv7s98bhcJCZmQmTyQSTyYSpqSl8/PHHBIwUi8VQqVS0MWVRG6FQCLlcjtzcXPT39+Oee+5BVVUVurq6IJFIkJ2dTbwOJiysrq5SxS7LcbOIHwOEBgIBErWYo6O/vx/Dw8M00AgGg5iYmIDX66VJtcFgwPj4OHp7e0mAaGtro8ijx+OhaXpcXByBsdk9ERMTg9LSUmIoaDQaOlAwTtHXvvY1fPbZZ4iPj0dSUhIBDNvb2zE5OYl9+/bhN7/5DTktWKSwqqoKarUa3/ve95CdnY2GhgaMjIzgySefxEMPPYTHH3+cRKicnBzYbDasWbMGMzMzuH79OsrLywkePTw8jMcffxx2ux1yuRw/+clPSDBdv349gU3FYjGeffZZGI1GmjaPjIzAYrFQhTPjFjFmklQqJcFSp9Oho6MDXq8XPT098Hq9iI+PR1hYGIkHBQUFSE1NxbVr1/Dhhx8Sw4lFDZ1OJ9rb2+kZZdW1CoUCSqUSKSkpiI+Px8DAAJ599ll897vfxaefforbb78d77zzDtVK8/l8xMTEIDU1FV6vlyb3KSkpJNBGR0ejvr6eLOxMYGDOnlAohPz8fPj9fmg0GqSmpmJkZAQZGRnU8pKeno62tjZcuXIFPp8ParUara2tNF0eGhqCUChEMBikGk+xWEy1yWwCbTabEQgE0NnZic7OTiwvLxMEXKVSwWQywWKxEOjU4/HA4XAQvLK5uRnr16//dwIDG6RotVrodDpqFyotLUV+fj66urogEomoep3BZdn6wdy4Go2GKtJZZXVJSQkaGxtpMBAWFobR0VGIRCLiDahUKqysrCAqKgp79uyhtYG1ZjHo5ujoKDkLWOwDuCn2nD9/Hm1tbcQqYgNIDodD91lcXBw1nDGXrkgkgsPhwOzsLEV0mADA9hCzs7MYHBzEysoKVWyzuDiLpbB2CwBUq2q1WtHX14e6ujrag73++uskZh89epTEyL6+PsTGxqK6uhoDAwMEcWSRY41GQ38nW595PB6Sk5PJFQnchJUz9gQAck5ER0dj+/btMJvN6O/vx8WLF7G8vIzz58/T2skGf4xXtLi4SC6K6OhoKJVKtLS00O8hJSUFCwsLkEqlAG4OUmw2GzIzMwms/W/bEP93X1+JwLC8vIzBwUGkp6d/6d+zmwQABALBf8hp+K92sT5bRttmB/mpqSlERERQzs9qtVLNyMTEBJGx+Xw+geBsNhuBP9g/M7Cbx+OhhRy4+QJmdTxzc3ME6pNIJJDL5fhv/+2/kWKZnp6OGzduICoqirrBl5aW0NXVBaVSCZfLhba2NnrAi4uLyWbKck5sIsCy9GwqHBkZCZVKBbVajVtuuQUJCQnweDwAgOzsbFy+fBlyuRzV1dUwGo3k1FhdXSUeRVFREfbt20cWspdeegnNzc04cOAAfTYsNsIo4x9//DFKS0tx5cqVLx2OAZAld2JiAkNDQ3RAZpnoX/3qV5ibmyMiPlPP2UtjfHwcarUau3btopclW8DZzzY/P4/6+noEg0GqwWJ2O4PBQPwAj8eDdevWUduEx+MhN0NfXx9N9kUiESmjX3QIyOVyjI+PU6UjyxbrdDqqRWPRBnZoZ66P4eFhADeFj4GBAWRnZ8Pr9eLixYvw+XxkZ9Xr9ZidnUV4eDhuv/12aubIysqC0WgkmGZDQwMEAgFWVlZQUFBArg12UGHumbS0NNjtdgJNZWVlUXQhKysLgUAABQUFkEql0Ol0OHbsGGQyGdRqNSIjIxEXF4ft27fTQe6WW26hn+3KlSvIyMhAbGws2traMDQ0RE0SgUCA2knsdjvl5QUCAdnCn3rqKXz00Uf42c9+BrvdjmAwSF3mGRkZUKvVVPn3xfebw+HA3NwchoaGsLS0hPfeew+9vb1E6eZyucjOzqZueafTifvuu48mWsxyGwqFIJfL8dFHH0Gv1+OWW25BdHQ0Dh48iL179xJ5HLgZt5FIJNDr9ZicnKTDTnFxMSQSCfbv3w8AOHLkCPbv348rV64gNzcXMzMzZH/v7e1FRkYGkpOTUVxcTLW6g4ODWF1dRUpKypfqvlQqFXg8HrKzs8Hn81FUVASj0QidToeysjJs3LgR+fn5uHr1KhQKBT744AOUlZVhx44duHDhAkGZZmdnwefzERUVRe8dZr08ceIEvF4vGhoaaLridrvR0tJCkKq+vj5s2bIFxcXFMBgMNAlkU1mRSIQ77riDJpfr1q0jYY1FWgBAIpEgMzOTavfy8vKQkpKCpKQk/P3vf6fNH4Ms2mw2GI1GZGZmYmFhAYmJieByuWhuboZAIEB6ejoqKiqwvLxMEFZ2gI+OjkZbWxtSU1PhcDjg9/tJJGSQQxZ34/P5dHD1/KPXWi6XAwC1Vxw+fPhLDjN2UOVwODAajfS8MVAej8eDTqejiSm7mL0/KysLBoMBpaWlmJubg9vtxp49e/Dhhx8iLi4OBQUFOHv2LH7/+9/j8OHDRMNmgvbMzAyCwSCmp6fh8/nwu9/9jmozz5w5QyRvn8+HF198EZOTk3SgHxkZwezsLBHlGcncbDbTe1+r1WJ0dBRRUVGYn5/H8PAwOeRWVlb+ne05JycHWVlZKCsrowaKHTt2oKqqCnV1dVhYWEB0dDSio6NJlGCOyr/85S/kBuno6EB6ejri4+Nx4MABNDc3Izk5GZs2bYLZbEZeXh66urqoNq23txd2ux1/+tOfyB7ucDjQ1NQEPp9PFWrMAjszM4Py8nIIhULiDIhEIjQ3NyMiIgIikYiguGzTzT4HxghSKpWIi4uDXC6HSqWC0WgkgZU52liTA4MnMovx2rVrodPp4PV6KdKQnZ2NhIQEPPTQQ1i3bh2eeeYZACDBid1PY2NjiI+PJzGBRQyZsy8lJQVRUVHo6+ujGAqDhLKJPoO/vf322/jGN76Bjz/+GHfeeScJWGKxGMFgkLgGkZGRePjhh9Hb2wuZTIZjx44hJycHMpkM4+Pj9D4eHx8nQYsB4rxeL8bGxuDz+eB2uzE/P49Dhw4RQJO5BAAQg6qhoQG//OUvMTg4CAAUU+LxeLh8+TKWlpYwOTlJLITc3FwoFApqf2L3Xl9fHwH8FhYWSNjyeDwwm80UtfL7/bhx4wa9V6enp6khZnJyEnV1dZiZmcHw8DDVqc7NzcHn88FkMhE7wGAwIBAI4M9//jMSEhIwMzMDqVSK+++/H9HR0RgZGaHDit/vR3t7OzweDwYGBjA3NweTyURsLaPRSI5T4GYsSyKR0KE+KysLDocDPT09qKmpoQpOmUyGH/3oRxgcHERbWxvtFxnYkImnUqkUSqUSKysrJIR+8X5he2T2eXV2dtJBz263UzyksbERVqsVX/va17C4uIiuri54PB5qtvnpT38Kl8uFsLAw2kux+ILH40FsbCyAm4dmFsNiTSgymYwAzWxdYO9RJuRv2bKFhjIikYjeZR6Ph1wvTMgNBAK4ePEirl27hsbGRnC5XGIYsYraqqoqzM/P00Dp9OnTsFgssFqt2LdvH0KhEM6fP09RlldffZWaiZhrVSAQ0EBJq9WSG4lFqRhriTmk2Xo0PT2NhoYGrKysQKVS4erVqzQoDAaDSEpKApfLxd13343Y2Fj89Kc/xV133YWvf/3rePPNN2G325GUlASLxUJgVtZUxvYPAwMDBP1lA5GYmBjiJSmVSgQCAWg0GoLR2+123HvvvZidncVdd92FhoYGjI+P48EHH4Tdbkd1dTUWFhZQUFCAhIQEKJVKHDlyBGNjY0hOToZMJqNWFhbDCw8PJzBodnY2iouL8e677+K+++7D8ePHyeW5fv16ajZ76KGHcPjwYRriBQIB+P1+mM1mPPXUU5idnYVOp8O6devw5ptvIjo6mtZuvV6Pb37zm/jss88wPj5OLB/GTWH3G4ud19bWUnPOunXrUF1djR07dsDtdqOkpAQAsGPHDhiNRjz33HN46KGHIBKJsHPnTnR2dv7bY+n/tusrERgeeughPPbYY3j++edRWloKDoeD5uZm/OY3v8HDDz8MAKipqUFOTs5X8e38H72YY4EBRhhobmlpCeXl5VRhZDKZ6OYbGBiA0WiE3+9HSUkJTWpYPtRut2Pz5s1obm5GZGQkXC4XVlZWIBQKMTc3h97eXrLJMlsXyx8yWyaXy6UOdi6Xi+npacos8fl8xMbGwuVyITs7G/Pz82SHioyMpAMqs1sKhUJIJBKYTCYCTG3ZsgXf/e538cEHH9CEc25uDqmpqfTZsLxveno6jh8/jtHRUbLLspwjn88nMjITBJgbo6uri8jNzBollUpJuf/Rj35EEKWZmRnajA8PDyMnJ4dsp1wulyzdzc3NAIDbbrsNFosFW7duhcfjQWFhIRISErCyskJuFGadzcnJgUKhQFlZGbq6upCVlYWuri5UVlYiJiYGvb29RFpmma/t27eTDYzVabHFUqFQIBQKYXR0lCjlYWFh8Hg8SExMhMPhoMVXrVajqKiIqnfYIbOlpQVJSUkICwvDrbfeCqFQSMDUUCiE1NRUZGRkIDU1FcvLy3jxxRdx++23IycnB2+//TaxFCwWC5555hmcPn0aqamp0Gq1GBsbI4XabDajvr6eRDN2MUUXAGXj/H4/QapmZ2dJ4BCJRHj33XfB5XJRXFwMu92O8PBw3H///ejo6MDJkyfB5/PJMsYyoyxCk5GRgZSUFBI0tmzZQkCs4uJi8Hg8tLe3Y+fOnUhMTMTjjz+OH/7wh/jLX/6C3Nxc4kN4vV5ajBmhXSgU4s4778Tw8DB27NiB2NhYfPjhh1hcXKRoDXu+WNbeZrPR8zc1NYWsrCy6d7u6umgCy2ygzD55+vRpzM7Owul0EuuivLwczc3NGBkZwYkTJ/D6668jPj6eNmG9vb1oaGiAw+FAd3c31q5di+rqakRHR1OUqKWlhTZ2bHOxvLxMeXFmM+/q6sLY2Bjq6upgNBqpznVxcRHj4+PYtWsXgJsTF7VaTd+3TCbD3r17cfToUbJhFhcXo7S0FEeOHIFKpaLKyrNnz2Lt2rW49dZbUVNTA61Wi4yMDEilUggEAkilUni9XmzevBlqtRoymQytra0UcWFumi/mRDMzM5GZmUnZ3vPnz6OyshK7du2C1+tFZ2cnbSq3bduGs2fPgsvlwm63Y3Z2FhaLhcBgq6ursNvtEAgEZMVnQEZ20ImNjcUjjzyChoYGKBQKqNVq9Pb2Ijo6GgUFBVhYWMDk5CR9zjExMWRhZpVUYWFh5LRRqVRk0QVAwo5cLqcD4NjYGEQiEXbt2oW2tjbU19dj3bp1iI+PR01NDf2ewsLCkJaWRrGlqakpREZG0qFfrVYjNjaWGBY2m43gbf39/US/Zg6e4eFhinqsrq5iamoKP/7xj8k5wtoHWLbZ5/Phscceo4lzXl4eCdws6+v1eqFQKFBaWkrWU7PZjEuXLpHVXC6Xo7S0FIODg1hcXKSWhsHBQajVaiQmJlLkMCUlBU1NTWQ1TUxMxOXLlyEQCNDf30/1poFAAC0tLRCJRBgcHCRXCttsMzilz+eDUqnEnj17KOPM4F0s9iWXy3H58mVYrVZkZGTAbrcTIPXhhx9GbW0tYmJiqA77vffeQ05ODsUXrl+/TpW0NpsNSUlJsNls1LzB6naFQiFkMhkWFhaIZxEMBiknPjc3R6C/vr4+SCQSREVFQafT0bCCuQ1ZLMXtdhMrALi5F2P3LXunMlG0pqaGpomVlZXYuXMnZfvz8/Ph9Xrx6KOPwmaz4fjx49i8eTNxcJhA+8wzz+Avf/kLRaBY/G3Lli1QKpW45ZZbsLS0RAyJ0tJSjI6OUuZ9YGAAXC6XppShUAjPP/88Aa1ZTISBddl+SSQSQSwWU6NLWloaMbAYNJPBFHk8HsrKyjA7O0s5bdZa43Q6cdddd0Gv18NkMmFkZARKpRI/+clPSHyfm5tDRUUFcYUuXbpEYgGrap2amsLw8DCJnIcPH0ZxcTFFGO12OyorK+H1erF//35qBBoZGaF9ztTUFP7whz/AarVSvJQJibW1tVhaWkJubi4mJydRU1ND1Ys6nY6cbTt27KAK27GxMdx3330wmUw4cuQIOY6ioqKQnZ2NmJgYXLp0ibg309PTiIuLQ1lZGZKTk3H58mXw+XxywDgcDkxOTqKgoIAqUhcWFnDbbbdRTahcLifQOXMlXb16lfbKTPgRCoWYnp5GZ2cn1Go1uVsmJiawsLBAFYZjY2PkFpTL5YiIiEBsbCzi4+OplUCn0+G9997Dk08+iXfffZcggKurq8jKykJJSQkaGhpQXFxMDoaWlhZYrVaKRSiVSszOztKQKDw8HFKplHhDVquVnEVhYWHIzc2laNvVq1chFArJsRQbG0uwUQYmttls2L59O7HKuFwuioqK0NbWBo1GQ81Z7D2xadMmpKSk4LnnnsOPfvQj1NbW4vDhw/jVr36Frq4uJCYmIjs7m8CBLAbQ29tL7xLGZGptbYXBYKC42dLSEmQyGRYXFxEeHo7Y2Fhq8GERVyZKMT6R1WpFfX09lpaWUFtbS+IwW881Gg1VXc7MzGBxcZHcVaw6k8X0WNTN4/EgISEBGo0GVquVxOShoSGsW7eOBlIqlQo5OTlUnzsyMoL8/HyKaLE4HTu7qNVqGv584xvfwOeff06NMKzNw+Fw4NSpU6ivrycXB3NDzs3NoaurC4uLi/D5fFTJu2/fPrz55psYGBigYWlERARKS0vJCSSVSjEyMoKenh5q3WAOIVY1r1AoCOzNmrVY3IU5vy9fvkzxJYlEgkAgAIPBgPfee4/q7L/IqPsqrq9EYHj11VcRHR1NtW0AqGbmueeeAwBs374dO3fu/Cq+nf+jF7NDshzc0tISOBwOlpaW4HK5IJPJKGe4vLyMxMREsiCZzWYMDw/Ty5DZcjweD0ZGRmA0GolOLBKJAAApKSkoKiqixYS9/BncSSqVEm2Z2cqZ4snqvRiJnkFmnE4nNURERUV9qa2gs7OTFipGhWYih9vtRk9PD5xOJ0ZHR4k6zS4GZWOUc6lUSvm3xcVFJCYm0gPGiNE5OTm0oTx9+jRyc3NhMpmgVqvhdDqhUqlw4cIFcDgcrK6uYv369bDb7XjiiSfoMzp48CD279+PgwcPIjIyEvfffz9WVlbw3nvv0WGLgZc++OADGI1GTE1N0eSURR3Yxsvn8xHQ0eVywePxIC4uDm63m/LLRUVFNIXauHEjdu/eja6uLhw/fpzyb6FQCBqNBnq9HkVFRVhYWMA//dM/wePx4M4778T3vvc95OTkIDk5mcCF4+PjKC8vh0AgwJkzZyAQCFBZWQm5XI6kpCQIhUIkJSV9yRnR39+P6OhoxMTEICEhAXw+H/Hx8SSSvPHGGyRczc/PU9TG4/FAIpEgLCwMvb294PP5MBgM2Lx5M1JSUlBbW0tC0BfJtcxpw/Lfd9xxB65du0bQuJSUFERHR8NoNGJ1dRUWiwXHjh3DxYsXMT8/D5vNBrFYTLC1qakpmEwmElVY0wBwU9hgU/m6ujp4vV6kpaVRbenGjRtpOs6EB6lUioaGBhiNRhL6nnvuOXC5XMhkMiiVSoyNjaGrqwsymQxDQ0OIjIykDm8G3GE/J6P7smYWqVRKOXj2wmcTStZbLxKJUFtbS9M9JkS2t7fTJok1XQAgsYwdFJaXl9HR0QG73U4L58zMDC3abPrGWgU4HA5OnTqF8PBwtLa2IiMjgw5ZfX19cDqdqK6uppiL2+1GbW0t8vLy0N/fT/l/VnN348YNEmXq6+uxvLyMy5cvw+fzUc2gTCaj6BbbaDFys8vlQmVlJSwWC4RCIQYGBpCYmIiIiAgUFxfj4MGDVNnIIKMNDQ2Ui+ZwOAgEApiamqLJYUdHB9xuN02JGXxzaWkJmzdvRm9vLwwGA9asWYPw8HBMTk4Sn4ZNOBUKBSQSCZxOJ3WaR0dHo7m5GcPDw2QTnpqaQkNDA0pKSkjwqqysxNDQEPbt24cbN27gX/7lX/Db3/4WOTk5OHLkCA4cOACRSASRSIRXXnkFP/nJT9Df348TJ05g3bp1dIC2Wq0YHBzE6OgogSB9Ph+6u7tpTWHONGaJd7lc9PtnVP7Z2Vk6BFmtVuzduxeffvopAdwkEgnUajVmZmag0+moUWVoaAhZWVm06WKZcEbyT09PJ4HZYrEQH4LVP+7duxfDw8Noa2tDXFwcrFYrdDodbrnlFlpTJicnKa42OTmJoaEhDA4OUhVwbGwsOjo66Gfq6+uj7LxSqcTy8jLGx8cRFRWFhIQEcLlcqtxlNWasmjcrKwtRUVEwm83YunUrpFIpdu7ciUOHDtH0bmRkBH/5y18QCoXgcrkwMjKCuro6zM7Owuv1Qq/XY2BgAPHx8RTfWbt2LbZu3UrRIGZNB25OOK9evUpw2dnZWaSnp1MsbefOnRSlGxoaomjB8vIycnNzUVNTg7CwMDz22GM4deoUdu/ejcnJSZrU//jHP8aPf/xjFBQUYGJigirXvvnNb+Lll1/G1NQUCWgs0sDclV6vl6qQmcv0T3/6E5aWluhQb7fbce3aNRw7dgw+n48cektLS3jrrbeISt/e3g6NRoPOzk6EQiHExMTgxIkTFHdhbCPWGLCysoLq6mr4/X4MDw+js7MTCwsLSE5OxuDgIDkjdDrdl6bbGo0GW7ZsgdvtxsWLF7GyskKW4YWFBWg0GhIks7KycPr0aaysrJBjhsWP2LtVqVRScwSbeguFQnC5XMzNzeF3v/sdlpaWEAwGqV2DAeRWVlZoOMBaBZjdfm5ujvg1NpuNXDH5+fkEK2WgOsaf8Hq9eOCBBwjsrVarCVgYExODBx98kDhbbHCkUCioMSo5ORl+vx933nknampqoFQqER8fj+bmZoyOjn4JFDcwMIC3336bvrZWq4XJZEJbWxsJ1DMzMwRuXFhYwJo1ayASiciJ09zcjDfeeAMxMTH0PXV3d1PEqLa2FvPz8+QenJqaIi5XZmYmJiYmsLi4SFE3BlTUaDTk8mRA5OnpaRiNRojFYuIQMTFAJBIhNzcXU1NTBOVjQz0WwWFg46mpKcTHx2Pr1q04c+YMbrvtNlRVVYHH4yEuLg6pqanweDz0OQkEgi85q1ZXV2mf6vF4kJ+fD6fTiUcffRSlpaXo6upCb28vUlNTERYWhunpaZw8eRKNjY0YGBjAO++8Az6fT/Z+AMQJi4uLI5Awq6Fdu3YtASMZ0yQvLw+1tbV4++230dHRgaKiIvzxj3/EwMAADR2ZS4B9rZMnT1IVNQASwFZWVuiwzKDzTFxQqVQoKysj9prH48Hq6ipcLhceeughEurCw8Oh1+tRWVmJgYEBeucEg0H09PSgtrYWg4ODFJFJSEig2A/jYbH9EltzY2JisG/fPsTHx8Pv9+O3v/0tOahY7Gvjxo3o6elBT08P+vv7yW3T3NyMtLQ0REREoKysjCIbQqEQxcXFOHfuHJxOJxobG7GwsICpqSlyq9TX11P8lbVjsDWONWsNDw9jfHwc/f39UKvVGBoags1mw+joKJ599llal1m0jb1PARB7hO37WZRWJpPBYrGQgM4GdzweDwkJCdTMIRAI8Nhjj+HixYsoKyvDhx9+iKNHj2JxcRGnT5+m4bLD4fifPbr+T11ficAQFhaGn/70p/jpT39KsKl/S7P8Ym3gf+UrMzMT3d3dtIAB/0/O2OFwkO1xZWWFsjisHotZ4NmiymIlTLlNS0uDUChEZmYm5ufn0dzcTCCf+Ph4DA8PY2VlBVKplMBr7EWempoKp9NJlTdutxtr1qyhyEJ4eDhsNhv4fD5WV1dx6623or+/HxqNBisrKygsLERbWxtZZJeWluB2u7GysoLo6GjweDwcOHAAhw8fRnd3N3JzcxEMBnHbbbdhZGQEGzZswNWrVzE/Pw+9Xo/4+Hjk5OTg/Pnz8Pl80Ol0eP755/GTn/wEycnJRJhNSUlBcXExVCoVXn31VbS1tWFmZgaNjY0YHx8nMMz69esxPT2NM2fOoLe3F9/+9rcBgCB6x44do2jB9evXAYA2YAqFAtPT0wgLCyMwFQM7MmgLA79EREQQTI5NIScnJwGA6j5dLheuX79OB9GZmRm8+uqrlDtkIhF7KYyPj+PIkSNk5wyFQnj55ZcxMTGBnp4eOsCyA8iZM2eIJLu4uIiTJ08SUEgkEuFvf/sblpaW8OabbxIhm8vlQqPR0MFkaGgIHo8HQ0NDaGlpwaZNm2iDy8i9LpcLPp8PUqmUav/y8/ORnZ0NgUCAmZkZZGVlIT8/n8QcAETEnZ6eJnvZ2rVrwefzUVpaCh6Ph9TUVGg0Ghw4cAAjIyN49tlnEQqFqD4uMTERFRUVMJvNyM7ORnx8PObm5hAfH49169bR5m7t2rXkAMnNzYXL5UJ5eTkdhNRqNdmWlUoluSsWFhag1+sRFhaG6Oho3Hnnnbh69SpiYmLwi1/8Aj/+8Y+RkpJCBPaVlRVs3rwZFRUViIqKgs/ng8PhwFtvvYXCwkIcP34caWlp6O7uhsvlwsDAAMHWnE4nQqEQxUaKi4vB5/NpUr9+/XrMzs7iwQcfJAtjb28vFAoFnnnmGRKKQqEQPvroI8rseb1eYkps2bIFqampVFXFxCgWwZiamkJXVxcBJNnUXq/XQyAQUMxEp9ORe2Z6ehp5eXkERmTCyOrqKj2HGzduhM1mw3e+8x20t7dTNRyLD3G5XERHR+OJJ57AhQsX6KDhcDgIVOt0OnHnnXeiuLgYWq0WwM1qVrbpZGTtnJwcOpSx/Pbg4CBUKhXKy8sxMTGB2NhY3Lhxg4QIi8WCYDCIiIgIskp7PB5YLBaaZJvNZnj+UbnGmAbsd85yrwzEx0BiDOjGqoZFIhGOHTtGPx/bzLPvUyAQIDExES0tLcjJyYHL5cJvf/tbmgK2t7fTtDkYDNJz98XPEQDZ34VCIZxOJwKBAPLy8rBp0ya89957tBn97LPPYLfb0draSofkgwcPEvyM1ZExcCk7PLHY2+TkJKxWK8FN2T0kFotRWFiIpaUldHd3w+v14tixY9RGsLi4CKfTiYqKCrjdbqxbtw7d3d2YmpqiXu+8vDysrKxgcnISOp2Oonwejwc5OTnwer1ISkpCXFwcrl69irKyMqqm7e/vp9ggy9YyOJdWq8XTTz8NjUaDwcFBvP3224iJiSEr+hc5RXq9HhaLhTg74+PjyMvLg0KhQF1dHZRKJfR6PTZs2IC6ujrqVH/mmWfw/vvvQyAQUMyPuSOYOB8WFkbrPQBy07GWpMnJSbz99tv45je/SQ0SwE2mTXR0NHQ6HeLi4ij2MDo6itOnT0MsFmN2dhYmkwnd3d20eWfQUJlMhuTkZKxbtw5+vx9JSUmQyWSQy+UYGxvDHXfcAZ/PRxl3ZpsXi8Xo7++HRCLB1atXidDOolFSqRR9fX0QCARwOp0oKCigwcL09DT6+/vh8Xio193n82FqaoqYNiqVCktLS9SGFBMTA5PJRM9oVFQU7HY7kepZ20pMTAxCoRAGBweRmZlJ9xdbU9negfEYGCuDrcuseYW5G+bn5xEVFUWMEjZ5XlxcpHgSc3Pm5OTAbDbjjjvugNPphFAoRHZ2NkZHR+F2uzEyMgK/309il0KhgFgshlarRW5uLlZWVkioLiwsJBYMawAJCwuDxWIhzgqL1bKqTUbsn5+fx4ULF9Dd3U2fjVKpJCGsoqICsbGxEIvFFMX0+/2YmppCZmYmxsfH8dBDD8FoNBKgcceOHTh+/DgNZRivZceOHTQwiYmJIWeDwWDAtWvXkJeXh0AggMXFRcTGxmLt2rVoa2uD1+sl0LXf7ydmg0QiIQYYqy5nrjUGQbdYLAiFQgTOY4KYQCCg+l4+n095dbfbjW3btiEhIYGckUtLS+jv76eY8Pz8PBYWFrC8vIwTJ05genoai4uLkMvlePPNN+FyufD++++TcMbaPh577DFIJBKKKhcUFOCb3/wmfvCDH+Czzz4j8Ozk5CRVBXZ0dHyJr5SWlkYHd1aRzOfzyaG7YcMGijiNjIzgnnvugUAgwNWrV+F0OtHc3AyPx4P6+noSBrdu3YoPP/wQ+/btQ0ZGBkQiEa5evYrMzEykpaXB7XbD6XRCr9djdHSU3tfMFXvrrbdSxCosLAwpKSkUJejp6aHBmNvtJsjwtWvXKNfPWFDl5eW47bbbMD4+DrPZDKvVivHxcfqzrMGIDRYqKipIEGVnGHbJZDJqMeJwOEhNTYXFYqHoXVpaGtauXYsXX3yR4Mirq6tYWFiAx+OB3W7HlStXMDw8DIfDgfT0dHR3d1OcSavVUox4dHQUSUlJVFm+vLyMrKwsxMfHo6OjAxaLhdgJ9fX19F5YWloiAGZERATUajW5jBQKBQQCAXbt2gWXy0UDSqVSSV/bbrejrq6OnC9sILC0tEQupLy8PKyurmLPnj3UEgfcBCE3NzeTeC4SiSgOnJCQgLi4OCgUCorqsMENY5Z9VddXIjB88fqqazL+b7vYxmdmZoY2BCy/WFFRQaRnFo+QyWRITEwkFZGBWcRiMSwWC1k4h4eHaQFjVl+WqQSA1NRUpKSkQCAQIDs7G+fPn0cgECAys06noz5lRshNS0vD+Pg4lEolvWQNBgNVv2RmZlLeiE17FxYW6OdzuVxYXV1FTEwMkaBbWlpgs9moOrG+vp5orkwhZxnvgYEBdHd30+b1Jz/5CWXtGFiur6+PcmphYWEoLy+H0WjEmjVrcOnSJar/Y5YuiUQCkUiE/Px8WqCLi4vJOlVZWUk03r///e+Ii4vD8PAw7r33XvT09JA1b3h4GHFxcVi/fj04HA5eeOEFvPzyyxCLxbh48SIEAgEOHTqEubk5fPvb3ybV9oEHHsDAwADuvvtu6gR/+eWX8fOf/5w6sR944AGIxWJcuHCBbMTshfn8889jaWkJa9aswbPPPouHH34YJpOJpvFnzpxBRkYGsrKyMD09jYsXLyI+Ph6xsbGYnJxEYWEhZDIZeDwesrKy0NfXB6vVSpOkzZs34+rVq6ioqIDdbofBYACHw6E/I5fLkZGRQZBFu92OdevWAQB6enoIIsPq3jQaDUpLS5GcnAwANN3JyckhDsS2bdvg9Xrx5z//Gdu3bydrMbvYff7MM8/gxRdfhFQqpcV7cHAQmzZtwvDwMNxuN4ktdrsdXC4XCQkJBLcEQDCj1tZWAmEZjUbU19eDx+NRFzx7vhiMzGAwYHFxEVevXkVTUxNCoRA1L7CN8uHDh2kiw1pYWG6VxYUYkJXZ8Bk53+/3Izw8nKI3hw4doqzj1q1bUVVVRbnR/Px8BAIBajNgfwdT+9nU7rPPPiPHwvXr16nalR2ovV4v5UKjo6Ph8XhQWloKk8kEvV5PcEmBQACHw0EbFVYnyePxYDAYcOXKFeTl5VGtKnPgsAnTxMQEWltb0dTURJZ9Zh81m83g8Xh44YUXMD4+TgC29vZ2rK6ukmrP2mji4+MJLMXuIzYVZPZ54ObUNzw8nA46P/7xj8HhcJCWlkb1vMvLy+jt7aXsdDAYJJBrVFQU4uPjMTs7S5v8+fl5ZGdnQy6Xo7m5GSqVivqzV1ZWKMMcERGBqakpBINB/O53v4NGo0F4eDiam5vB4XCIcP3BBx+QUCeTyYiHwCqFExMTcdttt+G9995DaWkpJiYm0NzcTJ9xbGwsNBoNiouLcfz4ccTHxxN7JzY2lqIoWq0Wmzdvxt///nekpqZi7969+Oijj6gJJSUlBXV1dTR9bWxspG736OhoaqW4//778eabbxKA8cqVK5ienoZUKqWJWiAQgMlkIpgkg+wmJSXRZzI7O0vxn7q6OpjNZqK0s0pVn8+Ht99+m9anxMREsqvOzc1RQxJjPDAxTiQSEb8hGAxSxaTX68XAwAD++Mc/khNldHQUq6urmJ2dpUMku19/8YtfQK/X07rA1jWXywWVSoWCggJYLBbMzc1RZIi9N1hzSTAYxI0bN6ghwul00rqo1+spjsYm9HNzc1AoFNQEFRkZiUAgQM6nQCAAhUKBuLg4KJVKeL1ezMzMQKFQ0D3E/gxb61hVKI/Hw+joKK5fv04TcpPJBJVKBYFAgMzMTBLHbDYbjh079iX4ZHJyMtnBWaSOz+dT/SBrmmAxsZmZGUgkEpSVlSE7OxudnZ1QKpV00JFKpbQJ3rNnDzo7O2nTvWfPHrz//vvYs2cPDAYDtFotUe/Z55yRkYF77rkHXC4X//qv/4q8vDxq1ZmcnERKSgo8Hg/Vg2ZnZ6OpqYkqoQsKCkgQYZGX5eVl2lsxkYkBLo1GI0VRoqOjIRQKsbKyAqvVCrFYjN/97nfwer2wWCw4ffo0VaKyQ+QjjzyCyclJFBUVISsrC8PDw1RHmp6eDrfbjUAggLvvvhtjY2OYm5uDwWBAeno6hoeHIZPJsG7dOnIAswrcpaUlNDY2wmw2Ew/H4XDA5XIhLS0NXV1d6O/vJxu6WCwGj8eDRqOhaIFQKMT+/fvx0ksvgcvlEuspISEBycnJWLt2LXp6evC1r30Nr776KtasWYPl5WVqXTGZTLhx4wZaW1uJii8UClFfXw+VSgWJRELtLMnJyXRIZU4MBjudnZ3F+fPnsWbNGkxPT8Pr9WLjxo1QKpXQ6XT4p3/6J3R1dWF4eBhWq5WcDdHR0RgfH8ftt9+Ow4cP48aNG7Q+M5A0+32yynetVgu3242vfe1r8Hq9OH78OH72s5/h3XffRWFhIaKjo7F161aUl5djenoad955Jy5fvkzsp/vvvx8tLS0IBoM4duwYRRmZOMXewX6/n0Rg1sQTCoWg1+uh1+vR09NDwx/WqDIwMACZTEZDNsb7Ya0/BQUFVOd86tQpqNVqBINBVFVVkdjscDgoQsI4XKyxjGX5mUOYsUZ8Ph+0Wi01sYyPj2NqagpjY2NYXFxEYWEhwd0rKiowMzNDYt3Kygqampqwf/9++jputxvJyckoKCig+kSHwwGxWAyBQIDk5GTiq7H3y+LiIt3HrN6cRbxYBHtxcRFVVVVUqyoSiaBSqZCRkQG5XI6tW7fCbrfD8w/gKxN+mEDB1gj2zDMHyurqKubm5vDRRx+Bz+dDo9GQQMJg8KzJSCwWIzExEf39/cjMzERMTAw5p9hQkfGF3G43OY9UKhXS0tJw/vx56PV64jx8EXorkUgwOzv7JVFwenoaJpOJ2EIzMzOYmJiAVCrF7Ows5ufnce3aNVy8eJHWNABUz8mEQp/P97/wNPvfv74ygeHo0aM4cuQIJicnCTzIrvb29q/q2/g/fjEXAFNNAVAswWAwYHh4mKb/LKcuFApp0soWcqagMauNUqkkGBHLyDHaLYPNMdswq+pjUQrWy8w2RWfPnoXL5UJ9fT0WFxfpxcAeFK/Xi6NHjxLkZmlpCaOjo/RAxcXFYWFhAQkJCfD7/XjggQfw0UcfYfv27fD7/aioqMD09DQcDgfy8vJoQ6vT6eiBkMvl1B5RUFCArq4uss9pNBrqyU5PT6fDq1qtJsVzy5YtWF1dpQ1vQUEBRCIRJicnyZrHuo03bdqElZUVVFRUICYmhibCbKoYGRmJW2+9FVqtFgsLC8jKyiI+AXDz0PzXv/4VVVVVSExMJGaE0+kk8BZws5XitddeozyV2Wwmi+8X+4hTUlIA3IQvsgo19t8kJyfD8wUacUFBAQFp7HY7VCoVZmZmqOZzenoadrsdY2NjUCgUOH78OB2I2caR1UvJZDJ60f7whz/E0tIS6urqoFarsWbNGvT19SE+Ph7p6el46623aJPFcsgMiMV6xIVCIRQKBZaXl/HBBx8Q1bympgaZmZkEPgKAkZERgm/29/fj9OnTSEhIAABcvHgRbrcbmZmZX6L32u12mM1mdHV1ITc3FxKJhMCpcXFxBLUBbtZ9RkZGUuOHTqcj6yKHw6H7nMWQNBoNHSCkUimSkpLIGaDVaonlwe43xu+YnJxEfHw8VQkuLi4SjIoJAXw+n2pimSNJLBZjamoKhw4dQklJCa5duwbgZttObW0tJiYmcPToUZposjwiqxpNTEyETCZDREQE7HY7QWMZpIr1tjNbsEQioeo01metVqsxOTkJp9OJzs5OejewVhc2dWHOAtaCER8fj4ceegjj4+O0QMbGxkIul1McRSwWkxh2++23Y3JyEiaTCRcuXACfz0dnZycyMzMhk8kwMzODbdu2YX5+Hh0dHQgEAigvL4fBYEBiYiI1PhiNRnR3d1MEQqlUYnp6msBRWq0W4+Pj0Ov11Gyj0WgQFhZGsS9WBef3+zE3N0fgO0anZp3ofr+f8sxsA8k27V1dXRQPYa0JSUlJ5EQKDw/H/v37yX3DmDvMhgzctMwfOnQIPT094PP5dEBrb2+nA/Xo6Cjm5uZoIxIeHo4tW7agvb0dERERqKioQFNTE8rKyqDT6WC32yGTyXD69GkSPyQSCaqrqzE8PEw5aSZcs0kuax9iG9yuri56Bhm0ik3nuVwuJiYmyEGxZcsWiEQighYyB1t5eTllWgsKCnDffffhN7/5DVlNU1JSMDU1ha1bt1IEamVlBY8//jgOHTpEE/MtW7ZgYGAAOp0OwWAQdXV1BLaVy+XQarUwm82U7Z2bm4NOp8Pg4CCSk5MhFovR3t6OuLg4REZGIioqCgKBAHNzc5BIJFRtzL53VnnHoMdOp5PswHw+H0888QRkMhna2trgdrvxi1/8gpxpy8vLZIk2mUxUBc2ac5xOJ4lGubm5VOWZnJyMU6dOwe/3U/0y20zGxMQgLi4OKpWKhPzIyEgoFAqqaWQQTJarzsjIAJfLhVarxYMPPkjVmwUFBVi7di0JUyxywIT6r3/96zhw4AAkEglNI7VaLVZXV6lNidnb2efGDtkMFDczM4OBgQFqIUpKSsLnn39OVuzFxUWYzWbU1dWBz+fDaDTi7bffRl1dHTVLtbW1ISMjAyaTCW63mw5LzJHp8/nQ2NiIlZUVbNu2Daurq4iPj0dRURHBcr/2ta+hurqaOCJMtGeREIVCQS1ODPrG7vexsTECrs3OzmJoaAgOhwMLCwvo7e2FyWQiBsT4+DjxSdg9IBAI8OSTT8LhcKCxsRFZWVnEcuByuRQ3Za1VbKLL3KssIsvqx9PS0jA6OkrfN7s/S0pKiK8yPz+Phx56CImJiVhdXcW1a9fo82XuF6fTSW0XxcXFmJubw969exETE4Pm5mYSW91uN7Zv347s7GyazIrFYnLR3XrrrVhZWcH+/ftx4sQJLCwsID8/Hw6HA2azGR0dHVheXsbIyAjtHxcXF6lBhU10Pf8AZDNukVAoxOjoKH0do9GI9evXw+/300GKfd4ymQxJSUnUiqFUKinewib9DDDO4kbsUHrp0iVwuVx6JllkmNnmHQ4HNRAw1wyrYVQqlZBIJLSHjo2NRVlZGS5duoTIyEhyhzHHXXd3N2w2Gz3bbA/FxHzmTGF74NOnT9NhWyaT4cKFC+jp6UFKSgo5W1gLy89+9jOCwDLW0hcBhmxYxGLIwWCQmAhcLpeikzabjYDvgUAAIyMj8Hq9cDgcsNlssFqtMJvNMJlM5Mxpbm6GyWTCT37yE1gsFtoTLSws4J133sHw8DAee+wx1NfXIz09HZ2dnRQ74PP5FGfq7u4mVofnH5XjzCG0vLxMTlsOh4PY2FiEQiFERUXB5XLBYDBQy117eztiYmLQ1tZGDDiZTEZx0ZSUFJw9e5beZ4FAAGvWrEFvby/Ky8vR1dWFmZkZAuWyqE18fDxGRkYoMshqqVn0UyKR0D2+vLyM9957D6mpqQgEApDL5ejr68PJkyeJD8f+LGseYUy95eVlFBQUwGw20z3CGiV0Oh3tT1ltMmOQ8Xg8YkOxiD3bl3E4HDqLfFXXVyIw/PnPf8ZPf/pTfP3rX8fJkyfx6KOPwmAwoKWlBd/73ve+im/h/5rLaDSCw+HAYrFQgwarphOJRKS2ssMAg3NYLBb4fD74fD5SgBcXF7G0tISwsDAkJyfD6/VSbprdUGziODs7Sy9Xl8tFlVdhYWHUic4O1mKxGAqFArfccguGhoYQFhZG1Zc5OTloaWlBQUEBPfx+vx86nQ4ikYj6Vhm8a2ZmBhaLBfPz87QRZW0OdrsdFosFMpmMoClisZhsm6wer7+/n17yHA4HExMTEIvFBFnUaDTYtGkTRSNCoRBlrbdu3Yra2lrw+XxkZWUhPT0dHR0d9FmyDHpYWBiuXLmCYDCITz75BADoBRkTE4PW1lZ4PB5cvXoVAEhIycnJgVQqRUREBIxGI1JTUyGRSMiexxZ4tsgxexj7u1kX+h//+EeEQiGyIQMgerhIJKJIxa9+9StSr3k8HgH4WHeyzWZDVlYWVZPxeDwsLi5Cp9Nh7969mJmZgclkQlFREdWEAkBjYyNZqQcHB+mz8Pv9SE9Px8zMDPx+P5544gm0trbC5XIRCZzdR5OTk0hISMDCwgLlZFn2tqamBhs3bsTs7Cxu3LgBALQ4ZWdnY3BwEOXl5bjvvvsgkUjw2WefYf369VRryBaN+fn5L1lNBQIB/va3vyE6OhqdnZ1Us1dfX090+f7+fgwNDdHCyzbtjY2N8Hq9SE5ORnl5OW655RbK6TEHSUdHBxISErBt2zYcP34cIpEIycnJ2Lp1K4xGI+x2O3Q6HdxuN2pqarB7925MTEwgKSmJqNOsuzwqKgpZWVlUJ8sWU9ZKwECqZ86coSyiVqsl0NS3vvUtikl1dXWhpKQE3/3ud2l68P7772NqagqbNm2Cy+XC+vXrUVhYiOnpaXC5XOzbt49s/cFgEIcPH0ZDQwPF11gPO4NdMYLzxo0b4XK5MD4+jrVr11KEZWVlBQ6HA62trdBoNBgaGqJJbG1tLaKjo0kwYNlUtVpNbSEHDx6E0+mEUqlETk4O0tLSiMTN8v6MYK9SqbCwsECZ+aysLHz22WcoKSnBmTNnoNFosGHDBiQlJeHSpUvIzs6G1WpFcnIy9d3zeDwkJiYSMItZEYGbE1dWY1dSUgKv14vBwUGa4IdCIfT09BB5nj2nGo0GMTEx9Ayy6QOfzyd3xuLiIl555RUSGxgDIDY2FuHh4fTel0ql4PF4BPxjMRVWqWmz2aBWq7Ft2zacO3eOJruJiYkYGBhAT08PzGYzNBoNTWxUKhXBRr9Y68Wyp2zqq1AoAAB5eXlU69fd3Q2PxwOr1UoHz9XVVXg8HnR1dZEAw+FwYLVaaZoyMjJCMTHW7DIwMIDFxUVs2LAB3d3deOutt2AwGIhmz9xvhw8fxvLyMrxeL1U8stYcsViMtWvXIj8/Hw0NDUhKSoLX64Xdbqd3LgOvMbgfn8+HxWLB4uIiLl++TO09rK1DoVBgamqKDpyrq6tERZ+eniYBmNHNWbvC6Ogo+vr6SKBkgMYvrstsfWSAWRZ7c7lcMBqNdOANhUIQi8VwuVwkrPb09ODll18mJx9reVhaWsL169cRCoWgUqnQ29tLjRFHjhzBmjVraIIYFhZGf47FVdi7cG5uDhaLBU1NTTRVnZ6ehkAggMfjwcWLFzE8PExQT/a8sL1JVFQUZmZmaGPMhBy2GRYKhbDZbAgPDycLOHDTQcYiIWza+vnnn2NhYQEZGRmYmJhAW1sbgsEg4uLiMDk5iYiICGzZsgUxMTH46KOPqK1Ao9Fg9+7dqK+vR2lpKfr7+2moMjY2BoFAgJGREfT29uLRRx+l2EV8fDxKSkrQ09MDjUaD7u5uWnOZ8M0EEA6HQ4fUQCBAE8nZ2VnExcVhdXWV2AjMARUREYHw8HBER0cjPj4egUCA3BGsWYe1K4yNjdG6xr6PYDBIByfWpMKE3oWFBVy/fp3cUyxeEhMTg+LiYiwuLiIhIQGXLl1CfX09zp8/j8TERPh8PjidToyMjGB8fBx33303PZc2mw1ut5siDK2trRgeHoZKpYLFYiEhtK+vjzLlaWlpFCFgLCW/30+H0cHBQQwPD1OslPGJWLyXvRuYeBUZGYn5+Xk8//zzuHDhAkVWZmZmEBUVhZKSErS0tGD9+vW4dOkSRCIRFhcXMTIygrm5OdhsNrz55psEvktMTERCQgK6u7upuaa8vBw2m41YHyKRCIcOHaL2JNbsExsbC71ej5KSEqpwz8jIgFKpREFBAaqqqvD555+jt7eX2rnq6urA5XLpoJeenk7vVcZuSE5OhkajwcmTJyGXy1FWVobr16/TfapQKCgOzJy2PB4PeXl5BO5lbDIWG2OtKx988AGWl5exbt067NmzB++99x5BLVdWVug+ZWyDxsZGimKzNSAlJQVGo5HuKbFYjPz8fFy7dg39/f0oLi5Gb28vHnjgAVitVrhcLqxbtw4VFRUE/GWx74iICOTk5JBLkcvloru7G9HR0di8eTNqa2uh0+mgUqng8XiIA5SamorMzEwUFBTgtddeo5iwz+eDXq+HQqFAX18fiah8Ph87d+6EyWSi5g/2zKysrCA2NhYKhQJr165FZWUlhoeHKWrI4XAIxB4ZGYm7774bwM3BHoupsgpcBsZ1OBzEVGHvk+npaezbtw/R0dEIBAK4cuUKlEolzGYzJBIJXC4XRCIRiouLoVQqUVVVhf3796OgoIAizExQMxqNKC4upsgVE3EuXbqEvLw8bN++HU1NTVRHqdfrceHCBfj9fkRGRiI2Nhbbtm1DY2MjEhIS8J3vfAe//e1v6dzEoJZf1fWVfLU33ngDb7/9Nu6//3588MEH+NGPfoTk5GT8/Oc/h9vt/iq+hf9rLpbpZ9Z3ZuFnU21mh2TTa/bw2e12IvAy+2RkZCRlUxkEhk2TWc/swMAAVUnpdDr6Om63m0jadrudSKgA6MGNiIiAVCol5ZDxFYLBIAYGBqDRaAjQxEjbVquVLHos48QAMTabjTanjJ7vcrlo0YmNjSWxRaFQEBWeAV4mJydJiR4eHqYqnsbGRvz85z9HWFgYpqam4PP58Oc//5ngL3Nzc+js7KSJq8fjoby7Wq1Gc3MzqcAREREEvOHxeDh69CiSkpJQV1cHAATYZLkq1hfM8rosi82y3F1dXZicnCRLNqvNnJ6epgl3VFQUent7oVaraZLN7FqMdMvlcpGXl4cdO3ZQTpOR6G02G8xmM00XWc46EAiQXerKlSuYm5vDwsIC7HY72Rtvu+02LC8vk3X0zTffpKmAVCrF6uoqAXrGx8dRV1eHlJQULC0tIS8vD3q9nnLBU1NTBI9kDhzPP6qeVldXkZ+fj56eHpSVlUGlUlF85vDhw5iZmQGfz6eXYHV1NYGP2Of52muvob+/nxaatrY2yOVyqt3p6uqiaQm7j/R6PZKSkrBz506UlpZidnYWpaWl5Oj59a9/jaSkJMppLi0tobW1lYSjxMREREdH0yIXFxeHO++8EysrK7Db7WhsbERubi7Fi/r6+mgTyp4N5kACbjopRCIRLBYLkpOTydofERHxpd81n89HeXk55fWBm7b/mZkZ9Pb2wmq1oqGhAb/+9a/p3dLY2Ii0tDS89dZbmJ+fR3p6OpxOJ2praxEWFkY5Zrfbjby8PIyOjmJhYQFnzpyBw+HAmTNniNrc1tYGiURC1WdyuRxXr16lznSBQEBCnlwuxwsvvEBigVQqJRGwpqaGbOeMGN7W1gaTyUQulImJCSiVSphMJnR0dCAiIgJNTU2Uw2eTFjbNU6lUMJvN8Hq9GBoags/no/aS7u5u+Hw+so6yaadMJkMwGCToGo/Ho4aLyclJaDQaiEQiVFRUIDo6GktLSxgYGIBIJKJ63fb2dgwMDBCMUiKRkDjl8/kQFhaGyspKgtoWFhbSfcblculgyYTfTZs2oa6ujqrkrly5QmICyzbn5uZSlINlyBnMNy8vD1NTU5TNZPVlHo8HCwsLJHCwRgc2mWKHfrYZZP3a69atw4ULF6DVaul/Y+9CkUiEiYkJJCcnQ6fTISkpiWIFo6Oj8Pl88Pv98Hg8qKysxODgIMX8WPWyRqNBUVERbDYbQQRHR0fB5XKJRM7uIT6fD7/fjx/96EfUZCAWi/Hggw/S+shiKxMTEzTNn5ubo4MMq7Vlm1M2/e/s7CQ3FbuvGBtHJpNhbm4OMzMztC4xYWZoaAgjIyNUacfEAeaCYNBlloNnn8/mzZvR0tKCJ554Ah9//DExYVgenX3eLFP+RVbB+vXryeHJLL1tbW2UOTcajYiNjYVSqURTUxOCwSCWlpboAKBWq4lM3tbWhuPHjxPHBwBBSFl0MT4+HpGRkVizZg327t2LPXv2EMwzIiICe/bsQXFxMbq7u1FdXY2dO3ciKioK999/P9HT2ZoWExODTZs20SZ/cXERZWVl6O3txebNm3H9+nWsrKzg9ttvx7lz53DHHXfQoUAkEqGsrAxTU1OYmprCD37wA0RERODs2bNU3zo3N4e//e1vcDgceP/997G6ugqDwYDl5WW0t7fDbrdjeHgYubm5xGxgAE7GNAFuCjGpqak0TU1PT8fq6ipyc3PhdrvR0NAAAJTrj4+Ph9PpRF9fH9m2GWHf7/eTWFxQUACr1UqCk0gkIht3REQERQ1yc3PpgMYOJIynVFhYiCtXrtC9brFYkJ6eTjnw8PBw9Pb2kgArFAqRk5ODmpoaZGRk4PDhwzT9Zc4NNr3X6/VIT0/H6dOnsW7dOpw/fx6zs7OorKwkFgvLt69Zs4aE4cnJSRIg2CBjamoKx48fpyaA1dVV2m8xtoZYLEZ6ejrVevt8PgiFQvp+uFwuTpw4gVAoRIOFpKQkREVFfSmiGx8fD5VKhYmJCVRWVqKtrY3uqXPnztH0n73fBQIBQR5TU1Nx7tw5AsAmJiairq4OVqsVV69eJXYTc882NzcjEAgQY6irqwsDAwNISkrC+Pg4xZAY08xsNuP8+fPUwDYwMAChUIju7m7weDxyE7B70OPxICkpCRqNhmrPWfNZfHw8xGIxhoeHaf/FOEAM2tvW1obW1lbiF7C/nwneExMTsFgsFPtjjAAGq3Q4HODxeAgLC6NYYWJiIsbGxqg1amFhAREREWhvbyfXAHMxHD9+nCLDSqUSiYmJiIqKgkKhgEwmw8mTJyEUCsmpury8jMbGRoqS3HHHHfjFL34BhUJBrLLNmzeTiMjhcBAZGUmHfLb+T09Pw2w2IzIyEi0tLYiJiUEwGMTTTz+N2tpahEIhgmwzIfbWW2/F8vIyNmzYgLGxMZw+fRr19fVf2rt7PB6oVCri+AgEAtqnDw8PIxQKUR3n9evXKQ7b1NQEsViMyclJEgNZ9IEB+RmQkblR33//fSQlJZGzhEFoJyYmYDQaceHCBRpa2O12pKen0x4uJyeHmmOmp6cJSDs+Pk6waXZuYy6MiYmJ/zdH1/+p6ysRGCYnJ1FeXg7gZpUhy1c/9NBDKCsrw2uvvfZVfBv/V1xyufz/Q95/R7d9n9m+8CZAEiBBgiRIsIK9905RVKN6t2VLLpEc27EniT1xMolTJmdSxmlOnN4cx7HjiRzLlmwp6l2iSIpF7L2AJAgCLCDRCKIRJEDg/UPzPK907j1rve+693qdu4J/MmtsixSA37fsZ+/PZps3TRfcbjcf2mlKQGTQgIAA9PT08LSIJqH0z3w+H1JTU5GTk8NTG4LhJCUlPVQXqFar+eJDl/eAgAA0NjZyZ3lgYCBb8IeHhxloQxEKUu0erEMkOykdEPbt24d79+6hqakJZrMZ2dnZ0Gq1eOKJJ9DU1ITMzEzo9XoolUqEhITge9/7Hs6fP4+XXnoJLS0tOHfuHIsrIpGI4SQhISEIDQ1lpgMtKgQVBIDBwUFYHmg3iImJQUtLC7Zu3QqlUslqcEZGBvz8/PD0008jMDCQ88Q0ZaDXn/70J+zbtw9FRUVITU196LN0uVy4e/cudu7ciZ///OcoKipiS35dXR3eeecdREdH4+mnn0ZWVhY6OjrYUt/a2gqRSITl5WW2CsbHx7Mdk9wt1Mdtt9sZrEbgO5pMaTQarpujqRm1PIhEIuj1ekilUnbDkDji8XhQV1eHgIAArnaiBTkxMRGW/+6LNhqNWFlZwfLyMrsWIiMjIRKJkJeXh3v37kGlUsFms0Gn0/Eliaz6t27dgt1ux7vvvoupqSlkZ2fzxNRoNLK9NT8/H1evXmVQGU0SSUhqbm7mXDjl6xUKBS+cg4ODCAoKgsPhQEpKCk8rCBhIBxeqzqL3d2xsDKmpqWhra0NCQgJDzgiGRRcCqjYkFwkJTeSEoQ2CJl/l5eWQSqVc5yUUCpGQkICqqiqulvJ6vbxRUmsLAZgetIZSdh8AIiMjIRQKERYWxvEgADyVphy0QqFAeXk5zGYzu2yooo0EAKL502GLhCeDwQCpVAqv18txDeB+fnN6eppjIC6Xi6sdXS4XMjIyuFVFoVCgr68PAoGAnTKbNm3CunXr8N577yEhIQFBQUGorKyEQCDA8vIyvF4vT5qcTidsNhvi4+MhkUiwsrLCzyI1PTgcDqjVagQFBSE3NxeNjY08MSQb6tLSEsLDw5kbQVNVqVSKuLg4JCQk4PHHH0dYWBjWrVvHwhpdGOhgfPnyZc4+EyRv+/btKC0thUqlQmNjI9LS0tjB82//9m94+eWXUVJSwoeE9vZ2HDt2DOfOncO+ffs4/kGxiAeBeFlZWfjGN76B1157DU899RTeeOMNhISEYG5ujjP1brcbWq0WGRkZEAgEmJ6e5vrLhIQEOBwOzmNbLBbExMRg3bp1GBoaQmJiIlZWVrBp0yZUV1fz9OXgwYOQSCRITk5GU1MTbt26xe6RiooKTE5O8gGYYh8OhwMGgwGTk5Mwm81cSSgWizE9PY0TJ07AarWyE218fJxjHiQy0+dPdnGPx8MMhKCgIOYG0OQ4NDSUozv+/v58oAoLC2OxWavVIjs7G3a7HYGBgXyBpQMdABZzKZ6n1+uh1+sRFhaGjIwMREZGwmw2IysrCyqVCmFhYZiZmUF5eTnHbhwOBzIyMqDRaJCUlASlUomkpCQkJCSwE+T69evQ6XSQSCSoqKhAUlISPvzwQ2RmZnK8gS5iPp8Pvb29nD2emZlBeHg4VldXIZfLYTabsW3bNvz85z9HcnIyNm7ciPPnz6OyspJBwUlJSVi/fj2efvppNDQ04J133mF4HlWIUkSIYkZE+x8dHUVDQwOUSiVXN7700ku4c+cOLl26xC4VlUrFDUUEpL137x67e3p6ejA2NsauSWqPWVpagp+fHw8ByD3icDiwZcsWbN++nd2N1BQTHx/PtmlqvaCfT0BVqhkUiUR45ZVX8P3vfx/f+ta3IJFIcO7cOYyMjLBQSZFSq9WK+fl55OfnIz8/nwc3dM4gdwsA5i44nU7mQtCUOzExkaGgYWFhqK2tRUdHB0wmE4M05XI5bty4gdjYWBw4cAAWiwXPP/88goKCMDg4iPn5eX5mnU4n753U+LC6uopDhw6hu7ubxRe9Xs8U/cXFRRa5zpw5w89ZUlISzGYzxGIxzGYz/vCHP0Cv17PY/dprr/EEmdqbKCJhtVrR2dmJgIAA9Pf3s2BBgGZ/f3/88Ic/xOrqKi5cuID+/n688sormJmZQVFRETo6OtDe3s4wvJCQEG6JKikpwcLCAtLT0xlKuWvXLrzzzjuYnJzEjh07MDo6yt/92dlZVFRUQKFQwG6344UXXuC4iVwuxzPPPIPbt2/DaDRybj07OxuLi4sYGxtDdnY2f+eWl5e5us/lcuHy5ctwOByIi4uDVqtFYmIiGhsbkZOTA5vNhoCAAKxbt44F2bCwMGzevBlarRZNTU3cDEKgUaFQyILu8vIy7t69y/WzBL4ODg7m+I9Go0F4eDjW1taQm5uL8PBwFBQUYG5ujqGiFJ1xOp2QSCT43Oc+BwC4efMmhoeHIZFIePBFkWdy0YlEIkRGRvLdo7CwkF2UJDpHRUWhtLQUSqUSYrEYL7zwAgYHBzE2NgalUomvfvWrHDlcXFxEREQEnnzySRa8KH6oVquxZcsW+Pv7c2SHYPY9PT3Q6XR45513EBERgdXVVVy9ehUzMzMQiUQYGhriizY1ulBlcGJiInJycjA3NweDwYDQ0FDs378f9+7dY87G888/z2uOVqvlmOuVK1cQHByMpqYmmEwmyGQyjivZ7XacO3eORXgSStatW8eMt5WVFa4jJx6NUChEfHw8mpubUVlZCZvNBrvdjri4OK47VyqVqK6uZnCm2+3Gl770JX7WP/jgAxQWFuLu3bvM5CH359zcHA9VZTIZN5AsLCxgZGQECoWCnZEej4edkzMzM9Dr9bh16xZ8Ph9iY2MZQv9pvj4VgSE2NhYmkwnJyckMXSsuLoZarWa71D/Li2zrZN+OiorihV4gEMDhcGBtbY2nXGRXLioqglarZTWR1DFSkDUaDSuHpLb29/cznIQu6nQAnpmZgUQiYWARWVFlMhkiIiIwOjqKzZs3IyAgADt37sTp06chFArxla98BU8++SQOHz6MQ4cOwefz4datWwgODkZnZydaWlqg0WiYsSASiXDt2jXo9XpcvHiRiaahoaEICgpCSkoKampqcPPmTV48ysvL8fjjj+P69eswm83YsmULQkJCEBUVBbPZjI0bN2J0dBTHjh3DmTNneFNPTU2FUqlkxTwkJASFhYVYWlpCcXExfD4fHwKoz/zKlSsAwBMhmn6R7XdxcRFDQ0MYHBzE888/z9ZMehH4kEBFNG0iIu3S0hLT0dfW1rBhwwYA9y/Wy8vLbLtaW1vD8PAwZmdn2VoVEhKChYUFhIeH8+GYwDd2ux0ymQzj4+M8xbRardw8kp2dzZPbhYUFBAYGwuv1ws/PjxdXoVCIiIgIvuwHBQUhICCAJ7+xsbFwOp3w+Xxc62Y2mzE7OwuDwYDW1la2lgJgocxut8NkMmF0dJQVehJjjEYjDAYD+vr6+L+j6Wtvby87BUhAIAjU2toa/7mUcaXaqfHxcWRkZGB0dJQn1jExMdBoNJiYmEBQUBC8Xi+0Wi33ZhOcKCEhgQUVvV6PkpISDA0NIS0tDbOzs9DpdHC73cysoGlUUFAQ3G43f+7r1q1jV5HRaGR+A2X/qdrL4XDg3r17nH8nKy4BH0UiEcxmM2pqahAYGIgNGzYgISEBp0+fRnBwMPz8/HiNILiPUCgEAK7fIisvVR0RGZo2W+A+OJMqTimORIctskNPTk6yVZJy5xStCg8PR3R0NJxOJyoqKhg0Gh0dzTlA2vCNRiPCw8O5vrKvrw9zc3PMC6mvr2fnVmxsLAIDA/nPJpuuxWLBwsIC3n77bchkMqSnp7N90Ol08jMZFBQEuVyOPXv24MSJE9xORBApyi7ShUapVDKwjDZyshGSMDM+Ps7Tprq6Op7WU4Ti9OnT0Gg0WF1dhVgs5kv2rVu3oFareS3Q6XTQaDR44403MDs7y9AmspnL5XLMzMzA4XCwU+XatWuYm5vjVg6hUMhsjKmpKQQGBvKEiuCRAwMD7AQKDAxkO+nq6ipMJhOuXbsGq9XK0zWdTof333+fL15//OMfsXHjRty7dw+NjY2wWCz851BLiEQi4epcErxpH6M4WWBgIKRSKR+Gl5aWmOgvl8thsVgwMzPDjiOhUMjvlUgkglAoZBAc/fcbNmzgAzFVCMfExCAyMpJBqeS8E4vFmJ2dhUAggNls5nWGfo6/vz98Ph+Sk5M5NpaRkYGYmBj84x//gEQiwf79+zE5OcmRGAKSUUXs8vIy11BSdpicQR0dHXypoew6CVTt7e1QqVQM66KKXXJMUHMREfgdDgesViuuXbvGFyICnVF8Y3V1FX19fXA6neju7ma34+TkJGfCc3JyoNfr+UDa39+P2dlZnt7R5UssFuP69et82aUJfUhICIaHh+Hz+SCXy5Gamoq8vDykpKSwk8RkMrGoR3szOVSoqWj9+vUYHx+Hz+dDTEwMR3BIBP7www+h0+kwOjqKlJQU/OlPf+KoSmlpKUOLZ2dnuTGHXJPkKGhra4NWq8Xg4CA8Hg/UajVWV1e57pK+a263m2u7VSoVNzhQtSB9bnSxIGGYBivEHtqyZQvef/99Xp8NBgPXkNJ3aHJyEu3t7aioqMDExAQMBgO+/vWvc5sQgYOFQiFkMhlzjIh7o9FoGFrsdrsRGxvLAgsJHpSvJ0F1cnLyIRgnxWHi4+OZVxMTE8P1qwMDA1yXSpeqoqIiuN1ujuQYjUauRY2Ojsb777+P8fFxSCQSdoPp9XoMDg5CqVTCbDZDIpGwA46GFjdu3GB20fLyMoaHh5GXl8ctBPfu3YPlv2vY8/LyEBcXxy0uNpsN7e3tPKk+ffo0N5okJyczbFckEvHZgn4+vWcPigHk+BocHIRer+dY8vLyMubn55GYmIimpiZmYXg8Hly9ehXh4eEIDQ1FaGgoN0JR/NXtdqOyshJOp5Mv1m63G1FRUXwfGB0d5VYVsVjM8bLR0VEWbV0uF8LDw5GVlcVgUXLcAOABlVgsRnFxMaxWKwoKCtg5MDo6isjISLz44ov45S9/CbPZDKPRiKSkJAQHB3Pbhkqlwq9//WveL775zW+yW2tpaQlXr15FdXU173fT09N4++23MT4+zi6U5ORkxMTE4M9//jM7fOksIpVKOa5KzWNZWVkceV5aWsLhw4eh1Wrx17/+FQkJCfB4PHzOfuKJJ9DR0QGHwwGpVMqQxIGBAYhEIty4cQOhoaGYmJiA3W5HREQENm3ahKeffho///nPkZ6ejtHRUSQkJGB0dJSB3eHh4Thw4ABOnjzJArBarQYAFBcXo7GxEXK5nJ8t2lNUKhU7X2mAu7i4iN7eXqysrPA6fOnSJYZjBwQE4M0332Tg9vLyMlJSUti1mZWVhdTUVIjFYly6dIldV2KxmM8LxLfJz89nhx253h0OB8RiMZKTk7kWtKioiGPDn+brUxEYtm3bhosXL6KsrAwvvvgivva1r+H06dPo7Ozk3Ms/y4t6zN1uN9tY6EP39/dnOyHFFogqTRlVu93O9jPKboaGhrKVlRR+snxTU4TH44HJZMLKygrS09ORkpIChULBm7tWq8XKygrKy8vR2NgIn8/Hk+/h4WEsLS3B398fo6OjfDD/8Y9/DKFQCLVaDX9/f0RFRXHmkAjcWq0WXV1dWFtbwyeffMKEVQJfGQwGfO9730Nvby9eeeUVtsaR7XZubg5Xr16FTqdDVlYWjEYjFAoFhoeHcePGjYcIvCQShIWFweVyISAgADdv3uQqRsqRk1uDNgkAbGcl6yo9+AQsVKlU+Otf/8rKNl1CNBoN7t69i/HxcUxOTmLTpk0AwD3CRBivr6/HnTt3+BKsVqsRHx//0O/s8XgQExPDNUpWqxXZ2dlM225vb0dERATy8/NRV1eHvLw8TE1NQSaTobq6GsHBwRgYGIDX60VZWRnCwsJQXFyMkydPQqFQMIGXYFa0yQwODnKWOiAggBc+mirSNJgqczQaDduhp6enH3IJGI1GVoGp972wsJBbAwggFhERwc8E/bcRERG4cuUKjhw5Aq/Xi6ysLKjVala+Gxsb+YBK1uvi4mLObMtkMhQXF0Mmk+Hll1/Gb37zG+zYsQNTU1Ps2vB6vdi2bRvm5uZgNBo5oqXRaJCfn4/CwkLU1NTgscce4xaGTZs2obCwEOXl5bh48SK6urpw5MgRGI1GXLp0CXq9Hvn5+VAqlaitrYXJZMLVq1dRUVHB08Le3l5mE8hkMuTl5TFQMSoqCrGxsdDpdOxC8PPzg5+fH7KyshAdHY2YmBi8+OKL6OzsxI0bN3izIlfMunXrEBkZicOHD2NkZAQhISHIyclBcHAwjh07htra2ofWIaoYpPxecHAwgx7j4+MZOjowMMB2RJlMxlV5GzduRHV1Nf7whz9gbW0NDocDLpcLIyMjSElJYbcLXTzPnTvHByZq0xgbG4Ofnx/CwsKQlZXFz1phYSF3xRMwtq6uDjU1NUhPT+eD/szMDE854+LikJeXh5aWFoadUntMUFAQ285pnaLuaqqibGxsRHp6OtRqNbuH5ubmOEsZHh7OcDO5XA6VSsXrQlBQEBITE7lmFrg/FR0fH+c++8XFRcTHx7OQ4O/vD7FYjMHBQb6MTExMQK/Xs8Vyw4YNyMzMRFtbGwuCS0tLyMvLY+CWwWBAYWEhuzEAID4+HlKpFHK5HGlpaWhoaIBOp0NsbCwOHjzI37Pu7m7ExsaitrYWg4ODiIiIwPHjx/Gd73yHL1zNzc1ITEx8COZKme/29nZey1dXV3m6ThNU+l+hUIj169fDarUiOjoakZGRiIqKQn19PTweDyYmJhATE8M5/Ly8PAwMDECv1+ORRx7hSENfXx9XFlLELSAggNsbaB8gaGdkZCQ2bdqEY8eO4V//9V/xwx/+EIuLi8xHIQbC4OAgmpubERUVhf/8z//EmTNnIJVKUVZWxvsZgVj37dsHt9sNoVDI73dQUBDy8vIwMjLCIkFKSgocDgeefPJJxMfH4+TJk0hPT+f9i4QKamSg715sbCzKysoY9EwcFpVKBalUinXr1jHULCUlBUNDQ0hPT0deXh40Gg3Ky8v5e0Lw34yMDIjFYpSWlvJZw+v1wm638x7r5+eHwsJCvPjii+jo6MDu3bvR0dHBILvAwEA888wzuHjxImZnZ5nCX1FRgSeeeAJGoxG/+tWv+ABNtZO0n5KVNzk5GUeOHMG6detw5coVNDY24uLFi5iensaPf/xjhISE4I9//CNWV1eZX6PVarG4uIiwsDDea0ZHRxEREYH4+HiO3MhkMigUCigUCmRmZmLPnj24du0a9u/fzw1VNpsNt2/fRkJCAvz8/DAyMsKfw+TkJKamprjetb+/HysrK4iOjuYLRWhoKO+PgYGB7KYhyDZB94jKT/DCmJgYlJWVYceOHWhtbUVkZCR2794Np9OJtLQ0CAQCDA8PY2JigkVJn8+HxcVFJCUlMfF/bGwMy8vL3PYjEokYXpyWlsYXiYmJCYbVkU2eWCFOpxOpqan4+te/joGBAUxOTkIikbDrJCEhAcHBwTh06BC+8pWvAAD27NmD3t5eBAYGIikpCZOTk+xCIYGJzkYHDhzAY489huXlZRw9ehQfffQRTp8+zZP6tbU1dHZ28h5XUVHBLqa+vj6EhoayCPT0009jenoajY2NyMzMRG9vL0NJn332WcTGxiInJwchISHQ6/XIzc1lLlJxcTE7PYndREMAl8uFyspKZGdno7u7mwHHfn5+SEhIQE5ODjZv3ozR0VFUV1fD7XZjYWGBhW+6HNM5yel04tChQzCbzZienmZOwNraGoaGhlhsX1xchMPhQHd3NzsFiTNAzSpKpZIHr2NjY+jv78fevXuRkpKCz3zmM3j11VfR0dGBmJgYXpMBwOFwYN26dXjuuefg8/mQl5eHmpoa3Lt3j0XIffv2oampicHvIpGI3YhmsxmW/24hSk9Px9TUFIu8ZM1vbGzExMQE+vv7ue2IonnZ2dncnEUw3MzMTHYqUSxncnKSzy/p6elcwwvcB2H/+7//O1+giV9FZ9W6ujpoNBoexphMJoyNjSE5OfkhR5Ner2d3GQlHMpmMXZ+xsbG4dOkSgoODER0djcnJSfT29rIjsq+vDzqdDgUFBVhcXITT6WQAI3HDKMK8vLyMiIgIbNy4ESkpKfjLX/4Cu93OwzqKtWzcuBHt7e38Wfb396OpqYnZJXNzcxCLxTCZTAgNDeU1WiQSITQ0lNsvxsfH+f6XkJAAkUjEjnaCLWdmZmL//v04ceIEFAoFtm/fzns3Rb4+jdenIjD85S9/4czfSy+9hMjISNy9excHDx7Eyy+//Gn8Cv/bvDIzMyGVSnk6m52dzTZ0mr49OBWmbLpEIoFCoYBSqURUVBQWFhb4YLuwsAChUIgNGzZgYWEBxcXFWFxcxI0bN9hiCoA3h0OHDuHMmTPw9/eH2+1GeHg457zJjlpdXQ2Px4PU1FSuxhMKhTh48CB++9vf4s033+TF7dSpU3A6ndi3bx+uXLmCubk5hgWurq7inXfe4UtMSEgI0tLScOfOHV5Ym5qaWPUn2BpN/BwOByYnJ6HX63nqb7FYoNFo0NfXh4iICJ5ExcbGMkiShBXKsA8PD8PtdrNFjHK8ExMTAID5+XmmuVqtVgQGBnKtZ2FhIdNjY2Nj+UIM3J9g9fb2cr8yxVHcbjdXGM7NzfH068Fe7ezsbDidTjz66KPcmADcb03QarUM2CSwkp+fH2JiYlj91+l00Gq1cDqd6OrqYqCZWCxmC9vg4CDDx0pKSuDv74/IyEjk5OTwJS4sLAxJSUkIDw/niXB3dzfKy8tRVVXFk7Rnn30WbW1tGBwcxPnz5/Hcc89h586deOutt3hCV1dXx7bH+fl5ttHS51ZbWwufz4eMjAzEx8cDAPr7+1FTU8OL+7FjxxATE4P4+Hj84Q9/wKFDh1BWVoYvfelLKC8vR2pqKmZmZvDhhx/iyJEjyMjIwO3bt9HW1obi4mKsX78eUqkUWVlZ2LBhA6xWK3bv3o2rV6/C4XAgKSmJwX1EbPb390dHRwdDr373u9/xNJkiTf39/WhpacHOnTuxc+dOdHV1ITY2FgEBAfj85z+PF198EZGRkeyuSEpKglarRUdHBwtIBCIilwNwPza1d+9eTE1NcdPJ9PQ0AgMDMTQ0hI8//hgrKytoaWnB2NgYvvOd72B+fh7JycnQaDTYsmUL1Go1IiMj8fzzz+M3v/kNZmdn8eSTTyIvLw/A/QvvgxsLweZoEk7uH/oM/P39sWHDBng8HiQnJ8NsNiMwMBDLy8uchR0cHMTw8DB+9rOf4cqVK0hISMBzzz2H4OBg3Lp1C1u2bIFcLsdrr73G1u09e/agp6cHP/7xj/GXv/yFD6mPP/44pqam8MEHH3BNltFoRFVVFWZmZtiF0dbWhtdffx1JSUloa2vDD37wA/h8PthsNr7Qh4aGYmhoiKfnSUlJSElJwYULF9DV1cWNCaGhofDz8+MMfH9/PzsEPB4PcwoEAgED7QiyGxQUhMXFRdhsNubbhISEID09netPf/jDH6KrqwsA+Lvb1taG5uZmbN26Fdu3b8e5c+ewsLCAw4cPQywW48KFCwyq2759O0O9JicnUVFRgd7eXjz11FOYmppCdXU1zpw5g7W1NVy7dg0ej4c5LtHR0dwUlJGRgcXFRWzatAkHDhxgYcFms6G2thaf+cxncOrUKWzcuBHvv/8+BAIBZmdncfv2bY4R0ISZXGlE2Y+OjuaGC2InxMbGIi4uDiaTCQaDgaMNVqsVIpEIubm5GBwchE6ng0gkYkdMUlISIiIiUF5ejomJCWRlZUEmk3GUIjQ0FGazGfHx8cjMzOTpHLUzkBXYbrdj//79WL9+PT766CPcu3cPZWVluHPnDjthaMJTWVkJlUoFlUrFf9aBAwfw29/+lifI1Dij1+sxPT3NbTskxJWVlWHfvn24dOkSwsPD8be//Q1OpxMKhQIHDx7k2MHa2hqCgoL4exQcHIz169fjySefRHV1NcbHx6FSqdDd3c3W4lOnTgEAO7jGx8fh8Xig1+s5897e3g6lUomFhQU0NDRwg4TJZEJnZyeWl5cxPT2N0NBQXLlyhRsDPB4PX/Ti4uLg9Xrx5ptvstPFbDbzBLi2thYikYgnqlSPS/sUAKaz05mB4lLkZCOX5QcffICmpiYMDAzwwT8oKAiRkZHIzc3l55fOI8Sfomc+Ozubm1jovSSKfEhICIaGhnD69GmedH7wwQdwuVxobm6Gx+PBwsICYmJiMDMzA7fbzQ1ZBFhcW1tDREQEZ7BlMhn6+vo49mUymRAdHY2VlRWOIE5MTODdd9+FUqnkZyInJ4d76I1GI9rb23H58mVoNBpYrVYMDw/zUEEsFqO7u5uz8XS2MRqNOHr0KMde4+PjIRKJ0N7ezpPwpKQkrv/LzMzEvXv3kJeXx6JVcHAwxsfHmaHg5+eHoaEhfOtb34LT6YTD4UB+fj7UajULotPT02hubuZ2qdnZWb4UV1RUoLu7m6fotbW1iI+Px82bN5Gens6Dk/n5eYyOjmJycpKBo0NDQxxBpfNjUlISpFIpjEYjRCIRHn/8cahUKszMzGBgYADr16/HnTt3HmpGqqysxJEjR9DT08MQ8eTkZK4jlcvl6O7u5upbmUyG5eVlHiiQi9Xr9SIsLAx5eXk4d+4cvzdf+MIXmPMzPDzMVZ95eXkwGo3IysqCv78/LBYL1Go1bDYbPvnkE4jFYrjdbshkMkRFRUGr1TKAfWVlBYmJiRwrJPYLxVVzcnI4kkOCCDkfW1pa4HQ68Yc//AFOp5Phs7du3QIAboT65JNPMDAwwM9CYWEhDzKWlpbwxhtv4MaNGwgLC8PCwgK7EEgoIZCtXC7nO0liYiI2bNiAv//97wxhT0tLw+bNmzE3NweNRgOPx4PCwkLU1dXxEJHia52dncxAosaDL3/5y/jggw848kG8GOLR0cCFRH2CNhK8fmVlBWtra+jo6OAIzMLCAgOdqXGKWm3eeecd3Lt3DwMDA5BKpejq6oJIJEJaWhqysrL4/zaZTMjNzcWXvvQlblDp6elhcCi5gYjJQL/vsWPHuC2CYi4UUaGzLK2rNpuNhTZy1FEknty2FMf19/fnimedTsfCsd1uf8hZBYBdndRg0dPTg+XlZSiVSthsNmRkZODy5cv//11Y/y++PhWB4UH7OB1QduzYAQC4du0aDh48+Gn8Gv9bvCIiIjA/P88cCuppJyUsLi4Oubm5DPXx+Xzw9/dn1ZY2XOB+xrqwsJDtTCMjI6z4U76HMv8ikQjp6emIjY3F0NAQX54oy+pwODAyMoKEhAQEBARg+/btOH/+PF599VX88Y9/xNGjR9HZ2YmVlRUA4IodAAxloyqXyclJ1NTUQK/XY8uWLQwAJOgj1TJRNi06OhoBAQFspyK7FgEwafOnh5YucMD9A0h0dDTUajWrwz6fD16vFzabjXufCZxH1VM04SLQE30eAQEBTGhtb2+Hw+F4KC8slUoRGhqKyMhIAEBiYiJMJhM6OjqQm5vLMQGXywWr1YqIiAgsLS3xZkYvyoRZrVb85Cc/YaZBbGwsZ4fJzULfG8q9lpSUsIXL4/EgMTER+/fvh0gkws2bN1FTU4Ph4WG0t7cjJyeHPzfKsel0Oty7dw/btm2DQCBATEwMd8YTjHBsbAxZWVkQCoVcRxoQEICwsDBYLBaeUE5MTCA8PBxCoZArE0lddblcyMzMZNAVMSeUSiV6enq4q9zlcqGjo4M/nw8++IAz+zdu3IBarcaHH34Iu93OYgVNh1paWti9EBQUhJGREYYr9fT0sEASGRmJzZs34+2338Ybb7wBtVrNNk+qaQTAtlGLxYKNGzdibm4OL7zwAj788EOUlZUx6O3vf/87zp49y4DInp4e7qXOz89HbGws0tPTIZfLeeoyNjbGbSevvfYaXn/9dSwsLHA0Z+vWrYiOjsbt27c5w04tE1qtFidOnODMLPVRz87OoqysDHV1dSgtLcX8/Dw7YP7617/y5zczM8NuJYlEgoGBAWY9DA8P86bodrtRXl6O0dFROBwODAwM8M+USqXQ6/UQi8XIy8tj2/GOHTt4TfH398e5c+cAgHP5oaGh8Hg8MBgMuHTpErZt24Z3330XZrMZU1NTfLgmK/zw8DAiIyNRWVnJHA86YOv1erbU9vf34+DBg3j77bexbt06HD58GH19fUhJScHXvvY1HDlyBLOzsygpKYFYLEZNTQ1KSkrQ1dWF5eVlhjmGhYWhsrIScrkcBQUFDMS6du0awsPDYTKZ+Od2d3dzhpigagT5CgsLw9WrV9HW1obIyEh89NFHDNurrKyE2+3mqjiz2cxVklqtFqOjo/ycUwWeWq3G1atXsXv3bubluFwuyGQyPqhYLBZs2LAB4eHh8Hg8OHnyJCorKxEXFweVSoWsrCxotVp4vV7Mz8/j7NmzXG9FlxgAaG5uxsmTJ1m0DA4ORkFBAaKjo3HixAm+bAcFBXHV5+c+9znExsayAGY0GpGbm8s1bZT1FQgEOHLkCO7cucP53PXr1zMQa3Z2FvHx8VhbW8PKygqD8AICAqDX65Gens7Vl16vlw+TU1NTHGPLzMzE6uoq0tPT0dHRgc7OTnY2bNu27aFY3NTUFG7cuIGKigpcuHABcXFx7Gj66KOP4Ha7eVKpUCgQFxeHjo4O+Pn5ITMzkwGOZBHv7OxEU1MT8yhGRka40nBqagrx8fFQKpUYHR2Fy+ViqFhYWBjm5uZw6dIldHd3Y3FxETKZDIWFhYiOjsbFixexb98+tLa2IiEhAWNjY1i/fj3UajW3C1EdrkAgQHx8PA4fPoyGhga0trbC39+fBYC1tTWmuXd2dsLj8TCQ1G63IzMzEwcPHsTx48exZ88eBjk/GNc5deoUg1Lv3r2L+Ph4jmoCwOrqKrq6ujAyMgKr1cp7OQl1O3bswCOPPIKNGzeioaEBkZGRKCkpwbe+9a2HiPTJycm4cuUKdDodpFIpOjo6MDU1haeeeophxnNzc8xumZiYwMLCAldMrqyswO12c/zmxo0bXNNHnJzJyUnYbDY+3LvdbqSlpfFlyeVyYWJiAsHBwdBqtXxRJc7V6uoqSkpKIBAIsLCwwFHW9evXIyQkhM8rxcXFaGho4JifVCpFSkoK9uzZw3EUuVwOh8OB3t5eREZGMtuABkMOhwPvvfcek+t9Ph+MRiOWlpZYrCCuDDmj9u7di4iICLS0tLAb7dChQ+jp6eHvQXV1NSIjI3Hv3j0cPnwYv/jFL7B161Z861vfwquvvorR0VGEhobCbrfj97//PWe+29rasLi4CLlczj+fLn2tra1codzR0YHGxkbMzc2xw0AsFmNsbIxbYhYWFjjK5nQ6YbVa8ec//5kn6pcvX0ZfXx9GR0dZ5KVmG3IQEbDR4/Hgk08+we7duxnU6na7sbi4iJSUFH7+aIinUqmwd+9edHR0MIU/JiYG8/Pz+Mtf/oK5uTluxBCLxXA6nZBKpQgODkZzczPm5+cREhKCiIgIjjJlZGTA6XTimWeeAXD/fnPo0CHMzMxwc5VIJEJcXBwLbCKRCEajEZs2bcKNGze4PYLWQbVajdDQUGzYsIEbYnp7e5GcnIy4uDjU1tbio48+4urlo0ePoqGhgZ8LWh9WVlYwNjbGAzJyWNCQMSQkBA6HA4cOHWJo/OLiIv9suVyOkpISCIVCFBcXo7q6mvd6p9OJs2fPwmg0MqMhJiYGTU1NWFtbYzDj8PAwgzEjIyO5GvdBQD3tVxTxo0aKubk5FBcX486dO8xiMxgMKC0t5TM6DSeB+4KnzWbjGlGRSAS32w2FQoHe3l4sLCxwpJgGeD6fD52dnXj99dc57mUwGCCRSGA0GrG6ugqv14v+/n6IRCJ2SopEIq4bzczMRElJCdRqNRISEhjC+SBo2OFwPOQWJ9A3AWYnJiaQlpbGUVgAyM/Ph1AoxLZt27C4uIg33niDHcZVVVWwWCx47rnncOPGDeTk5GDnzp3Iy8tjcWndunUcO/u0Xp+KwHDt2jV89rOfhclk+j/8M6pj/Gd5kepNB0KCbyQmJnKGlC7YPp+PgTpkmaXDCeUZn376abjdbr6w0QI4MTHxULZ1ZWUF1dXVKCgowMDAAMLCwriqKTw8HPPz81hcXIRKpWIgldFoxMDAAEJDQ9HR0QG3243Gxka4XC40NjYiLCwMADA+Po6+vj4kJyez3Z4y+jabjS/xMpkMer0eL7zwAtrb29me+cwzz/CBRCKRoKmpCV/+8pfxt7/9DVarFevWrUNdXR0/wJ/5zGfQ1dXF6ufc3BwSEhKwfv16ZGZmsvp36dIl7Nq1C35+fnwRVCqV6O3thdPpxEsvvcRZuI8//hjbtm1Damoqbty4gfDwcADgiWdISAiMRiO3HzzovHE4HHj++ed54aaJodfrRUFBAZNpqS4HAGfYLl68iE2bNiEzMxNDQ0MoLy9ne3BBQQHKy8s5krK2tobs7GzodDpERUWhubkZSqWSPxev14vbt29zPzg1bdjtdszPz6O/v58P6j6fD319ffz9oOka2dV1Oh3bv2lyefHiRYYU6XQ6tLS0IDU1FdPT0yguLkZeXh6cTidP7Zqbm1FQUMBwyUOHDnGVzxtvvIG9e/fC398fp06dQk5ODuf8hoaGOOtKNaejo6OIj4/H3Nwcxwb8/PwwMzODhIQE/hwoN+fn54fx8XH89Kc/RVxcHE+GVSoVpqamsHnz5ocOG5Q1pU0oMDCQGTG3bt3CyMgIA9cSExMRHBzMExObzcYW8+TkZDQ3N2NhYQFDQ0MIDQ3F9PQ0C3N0cPqv//ovtLe3o6CggGsJHwSyEgwrLi6OBQOfz4eZmRn88Ic/hE6nQ2JiImZnZ/Gd73yHQZGXLl3iw/XCwgL2798PlUoFs9mMsbExpKSk4Omnn4bRaMTWrVt5yvStb30LjY2NfCC6efMm4uLiMD4+jrKysoeiR2lpaTxhMhgM2Lt3L2w2G/Ly8rBlyxZkZmZyS0JXVxeamprQ2NgIkUiEzZs345VXXsGvfvUrvPTSS/jDH/6A3Nxc7Nq1C+3t7cxvebC+7M6dO/D398fCwgI0Gg1++tOfwmazMcXc5XLBaDTi9OnTDDmjqSq12GRmZnKePzAwEFFRUSgsLERzc/NDtXo6nY6f6+HhYQgEAmzfvh3z8/Nsc56enuZ1ua2tDZmZmVzxR4BeakKx2+3weDxoaGhASUkJVzmSpXx1dZU3fbvdzpcyiUSCzMxMVFRU8Ger0+kgFApx48YNzM3NobGxkSGaFAWi9X/nzp34yle+gtLSUuTn52NychJPPfUUQkNDOcp169YtPP300ygpKYHL5eKqYBIAJicncejQIZw/fx579+5FVVUVMzGolo0OotS3Td81r9fLAoPT6cTFixehVCqRl5eHtbU13LlzhyvRFhcXce3aNeYTXL58mXOxdND28/PD1NQUixAkrlAUrLa2FlarFRs2bEBXVxeLg8PDw/j973+P2dlZDA8PQy6Xs2BBwLapqSmIRCK2IPt8Ply/fp0dAGFhYZiamkJ/fz9buFdXV/lZWF1dhVQqRVFREbZt24bh4WGkpaWhu7sbe/bsQU5ODi5cuMA8mdDQUMzMzGDLli1oampCRUUFYmNj0dHRwQ0EFRUVaGlpYVaMTqdjwKBCoWBmSkhICFfjESBzbm4OwcHB/HciUbe9vZ0vuV6vF729vTCZTCw+DQwMYHZ29qF8PgEP29vbGfhHLi16zsRiMf7lX/4FqampWF1dxeOPP47Ozk4UFRXBz88PSqWS895nz57F/Pw8Ll26hIGBAaysrOBHP/oRfD4f7+kkiLa0tGDDhg3QaDRwOBzchuPv74+qqioUFBRwtr66uhoRERGIi4vjLL6fnx8CAwORl5cHn8+H8fFxBAYGorKykqFzZrOZL+YEfi0oKGCAKn0/KftM8Q+HwwGNRoPExERs3rwZ4+PjHOukHPW1a9eYiUAgyOLiYr6MKhQKlJaWIiAgAJcuXUJgYCByc3PZkk4xiWvXrrHlnKJsVM8dEBCAkpIS6HQ6hIaG4qOPPoLRaMTFixcZniwUCpGUlISqqipeL6hpgRp4fve732F6ehrd3d345JNPmNdUVlYGjUaDgoIC9Pf3IyMjA3v37uU2Mb1ez2K1z+fDunXr8M1vfhPHjx/H0aNHodFo+DNKSkriyW9SUhK2bduGy5cvIykpCfn5+bh8+TLDfSmWJJVKGZorFArZDTo4OAiNRoOAgABuJ8vPz0dFRQUsFgtKS0uh0WhQUlLCg4uCggLExMQgOjoaHo8Hzc3N/NzY7XZec8iJFhgYiLi4OExMTOCZZ55BW1sbXnrpJVy4cAHXrl1DaWkpvF4vhoaGEBAQgKCgIK4n/eijj7hVQKPRoLGxEfv374fNZuNnmlgU1NhDbq/AwEDMz8/z7zkyMoKgoCBuQCNhcXx8HHq9Hg0NDfz9nJubQ0BAABQKBbcHUeyPGG2rq6swGo3w9/dHdXU1XC4XUlJSOE68ceNGvP322zwkcrlc+Pvf/w6n04mbN2/yunz79m2YTCYUFxdDpVJhdXUV/v7+HLkiUHJISAhEIhE7gU0mE7KysjhqbDQaWbxWqVTciOL1ernl7tatW/y+raysoKqqCqmpqbh69So/k5GRkVhdXYVCoYDNZsNnPvMZhtMXFxdjcnISVqsVW7ZsQV5eHru0xGIxcnNzUVRUhNzcXHR2diIqKgq1tbW4d+8ehoaGWMgE/r/ul3379nFFakFBATuEdDod17X29/cjIiICubm5kMlkCAwMxOTkJJ555hncvXsXTqeTB8oU8aBoGIkHCwsLkEgkfO6g2m+3242xsTGEhISgpqYG7777Lqanp/m8f+PGDbhcLsTHxyMhIQGrq6tYv349Pvzww/+bb7X/69enIjC88sorePLJJ/H973+f7Rz/rK+cnBzuU4+JiUFCQgJGRkb4QSVaOsGLKKukVqsRFRXFlTJCoZCr6CgjGRQUhIKCArZe0YYoFApZYaMvP22sEokEqampmJiY4H8nOjqagYrUpyoWix/KAslkMuh0OrYD5+bmws/PD7Ozs2whkkqlqKys5MMzqaU01SOIUHt7OxYXF3lj6OnpwR//+EfOrlGTgMvlQlRUFKKiohAWFgapVMoKIKm8BE0kCvndu3fZoTExMQGr1Yq5uTk4HA4olUrOf5FrITIyEk888QQrxaurq0hNTWVY1vr163Hy5EmOSNC/k5iYCK/Xy1EBirlQdpZqeSgDS9U3pGZLpVJ2K3g8HkgkEiYNA0B5eTnsdjvWrVvHYg7FSdLS0lBSUgKbzYaBgQE8+uijmJycxPLyMsrKyvj3nJ+fh9VqRXNzM0JDQ9kSJpfLuY6QvjtpaWmYnp5mlsXy8jK0Wi36+vq4AvPEiRPwer08iUlMTOSJJPVRP8jIcLlczG9YWFhAfX0905IVCgWWl5eRkZGBmZkZPP300+jp6XmIeZGZmYnOzk7ExcXx7zY9PQ25XI7MzEy+eBDwj3LZCQkJ0Gg0WFlZQWxsLGJjY/HMM8/ga1/7GhOQp6amkJaWhk2bNuH73/8+UlNT2RJ6/vx5mM1mVFdXY2lpCampqexQyM3N5SnfE088gfT0dCwtLSErKws5OTlISEjgvGZ6ejrm5uZQXV3N38+qqiqugzKZTAgLC0N0dDRCQkKQm5vLkEGC2R04cAACgQCnT5/G2toadu/ejYCAAJw4cQKRkZF44YUXIBKJ8N3vfhfR0dFQqVTQarVITk5GVFQURkZG0NXVhcnJSWZkFBUVISEhgZtVtFotcnJyWPRYWVmB1+vlyqbDhw/jyJEj+PGPf4x79+7xs242m3Hjxg309vZyrIfcICTSmUwm/P73v8fAwAAEAgE7Tv70pz9xPZTb7UZSUhJmZ2c5009cFMoJU563sLAQk5OTyMrK4glzbGwsKisrERMTg4yMDDQ3NzPBfnp6GhaLBU6nkzdzorQrFAoA94FZxcXFLOwcPnyYSfMk9JSXlyMwMBDj4+PshgoPD2eKN0VPyIVms9keqqgkgUIsFiM/Px+pqaloamqCWCzmHu+xsTHMzc1BpVIhPj4eKpUK27dvR3R0NE85CI6l0+kwMjICo9GI2NhYtLa2QqVS4Q9/+ANEIhE722jdJTCZRqPB9PQ0/vGPf7BTRK1Wo6qqCjt37uQDv8vlwtWrV6HX67nJIjAwEN/4xjcYdCWTyfDEE08wRZuic9RQIJVKsWnTJhZ1KWu6uLiIubk5bNq0iTP2sbGxGBkZQWhoKHbs2IF79+6xu2phYQGPPPIIV2oqlUp0dnZyA0RMTAwGBwcRHx+P2dlZbN++HQqFAg6HA1/+8peh1+thMBjw1FNPwe1248MPP8TMzAwf3kjQLykpQXh4OJO/5XI5E+XHxsawbds2htlRrWlaWhpfnoaGhlBXV4fe3l6oVCoGNCcmJmJmZgbt7e2wWq1IS0uDRCKBWCzmnD0xHrq6uuB0Ojm6tra2hoSEBAaC0aDB5/MxBT4rK4sdbyEhIWhra2OQaEpKCl8aCPIbERGB3bt3w+v14tq1a8jJyUFsbCxCQ0PhdrtRWlqKhoYGBqqpVCq88MILcLvdqK+vR3t7O0dZrFYrcnJyHmI/kfMkMjKSRbANGzZApVJh/fr12Lx5M9ftUbxGJBLB6XTikUcegcFgYFdcVlYWBAIBXnzxRdTV1WHTpk04f/48YmJi2Bk7ODjI543W1lYsLi5yXI/AvpWVlQzBJAcDVYZGRUVx1TA979TEkJqayr32xOiIjIzE5OQkgoODUVFRgampKSwtLTGJXqFQwGg0Qq1WY+fOnbh69SrMZjNmZmZQWlqKDz74AFqtllk9ExMTXKuZl5fHMdDg4GC2rdPkVy6XY3x8nN2ITz75JL7yla/wpY2gb0lJSbh+/TpUKhXkcjkCAgJw4cIFjqGSy7inpweTk5N8tiBw5qVLl5CYmIjw8HC0trayw4P2LIvFAqFQiPb2dnz2s5+FVCrFli1bUFVVhe7ubh5UpaSkICgoCP39/VxR63Q6cefOHUilUiQkJMBkMvFlkcQGildR9bXBYGC4MbGVRkZGWIi+c+cO5ubmIBAIeDAQFBQEi8WCp556CmNjYxw7a29vh8Vi4WrgkpISWP67qr20tBS3bt3C8vIynxOJ9E97Da3XCQkJeOyxx/iyf+PGDRQXF6O8vBxDQ0MsmI2OjkKv1yMtLQ2f+9zn8Kc//QkCgQB2ux3R0dF8JkxLS8PMzAwLZ8nJyTwMio6OxrFjx6BSqTA9PQ2v18tgaxIkcnJyoNFosHv3bly4cAFisRg5OTlISkpiDhs5uuhuAABXr15llxRZ/CcmJrg5bm5uDkKhEKmpqbh79y5iYmIYok4sOOA+Uy4nJwcxMTHIysriM0ZnZydH+IhNIRKJkJqays0n/v7+iI+PZ9cvuYqoTndpaYl5bc8//zxCQ0O5cY8ck2+++SaKiop4T6fmCRJTLRYLdDodrxXd3d0sbhI0V6VSQaPRcHOZQCBgt2p1dTU++ugjKJVKdufZbDZMTU1x7Mput2Pjxo0s/EskEtTX12N+fp4B41lZWQgICOCYHt3lPB4PNxfRQOvSpUsYHR2FyWTiqlKpVIoTJ05gfHycvwt0NggICEBaWhrcbjc+//nPPxTF/jRen4rAoNfr8eqrr/7TiwvA/YsW1f8RkV4kEjGUKzQ0FLOzs2zdpY2GaKD05SOL5tWrV6HRaGC327GyssL08B07dmBmZoZtUEQ493q9SE5OxtzcHKKjo7G4uIiqqiq0trYiIyMD27ZtwzPPPAO1Wo1r164hOTkZx44dw+LiIj788ENIJBJIpVKEh4dDpVLhlVdewcWLFxEXF4ddu3axZZM2t4SEBKSkpLCYoVQq8cwzzyAqKgqtra0ICgrC5s2bebJOdHGJRMIgr4qKCjQ1NXG/78WLFzE5OckxiPj4eM4DCoVCtjLSpX52dhb19fXcM061W2fPnuXD9+LiIiYnJyEWi7ktoLS0FFNTU8w10Gg0GB8fR09PD9544w0A9yMa1L6h1Wq5N5ouZwSWUiqV3B9Mqvz8/DyWlpbQ39+PkZERWCwWdqKIxWLOoTqdThgMBoyOjrLr4K233sLc3BxKS0uZUG2322EwGDAwMICpqSn+u9KLat2io6N5iupwOPDUU09BLBZznY/D4cDg4OBD7yF95rTwejwexMfH8+GLcmJkb6NNl6Y4VPlFdXECgQCtra2Yn59ncA0d6KKjoxmolJOTg/HxcXYxEKuDJlnR0dG4desWmpqaMDIygg0bNnB8JTQ0lC/u1N29vLyMnTt3oqGhAUFBQfja176G48ePY2lpCeXl5UhOTkZKSgor3LW1tYiLi+Osp9FoZPAZRQg8Hg8mJydhNBrxox/9iCcS169f55pEADz5o9+dpnZmsxmpqamYnZ3Fpk2bsLq6yrVey8vLeOyxx1BcXMzgRuA+m2VxcRGPP/44pqenuWJzfHycM8TLy8tYWlpCSUkJ2+0Icunv7489e/bwBH1iYgKHDx9GY2MjnE4nqqqquL7T7XYjLCyMRcjTp0+jv78fSqUSfX19CA8PR1hYGPfRr66uMvuEKiWvX78Ou92OgYEBPPfccxgfH2fAIV1AVCoV9Ho9rFYrfD4fxGIx14CR3fnBFo3JyUnMzc1hamoKZ86c4c9eKBTi+PHj/ExpNBqe+kmlUsTExHDu3GKxYN++fcjOzsZnPvMZAMCHH36Io0ePQigUore3FwEBAcjIyGDCfHBwMNra2pgSbjQaERISwlZhulytrKxAKpU+NCGliBZdmCiiRFNnavQhKG9cXBxbRYmyf/XqVQZMEm9lZGQEbW1tUKvVOHv2LLtvRCIRZDIZ24qpZnh0dBRarRYffPABBAIBr6disRgGgwEajQYajQY6nQ4JCQlwOp3Iz8/n6iyLxQKTyYS3334bSqUSKpUKIpEIH3zwATIyMrhaNzIyEgKBgA/QAwMDfIknuyzBhycmJviiTc4rj8eD69evc6yEAHsff/wxRCIR+vr62HLtcDhYDATALTzHjx/nON7LL7/MTUoUORsbG2MQ1/e+9z10dnZyi4C/vz+Lk8QDIpDflStXmMWRkZGB6elp/OxnP4Ner8fVq1dht9tRXFyMAwcO4Nq1a+jq6kJaWhoyMzM5brOwsIAvf/nL7BLzeDwICgpiACUJASEhIfD5fIiLi0NWVhZPmIkgLhaLOX8/MzPDzzpZogm2GRAQgOLiYmZZTE9PQ6FQ4Mknn4RUKsXS0hJeeeUVNDY2cqX49u3bMTk5ifj4eJhMJohEIvj7+6O9vR1qtZrXRYoKTU1NYXBwEOnp6QxIo4z9gwwpqhEkh5PBYMAPfvADhr3GxMSwU2bjxo0chVxaWsLbb7+N7u5uVFRUwOVy4datW1hdXcWpU6e4qjsqKorfI6vVym4M2sf0ej1fYq1WK8LDw+Hn54f29nYWxIjpQZdtoVDIA49bt27x2igWizE1NcX7l8vlQl9fH7xeL685tEZQHCIkJAS9vb2QyWRcA2mz2bB582YMDQ2hvr6erf9isRgZGRnsSqXIBlV8Op1OREREoK6uDjabjd2IdEEkjpW/vz/S09NZ7L548SIkEgk3rKysrPDnRRlxGi6sra1x/IfcWn5+fg8NGnQ6HceonnnmGT5rAPcHHAQ2VKvV7MIhAZNET5vNhszMTIyMjCAiIoJbwdLS0nhaHRQUhLKyMoZxe71ebNq0CaOjo1Cr1YiIiIBEImFGR15eHkcEfvvb37LQ+tvf/pYbn8rKyjA4OIihoSFev2kNfOuttyCXy7lSMCwsDNPT00hJSQEArv8MDw9Hc3Mz4uLiuI66r68PBoMBW7ZswSeffMKtFxKJBKdPn2aHRkdHB5aWltgdRG1d1OBD7TEGgwGRkZEYHR1lBgOJJw8yTdLT07G6uoo7d+5w49DFixcZPEjA+aioKBQXF6O5uRkikQjf+ta3IBAIkJOTA61Wi4MHD+JnP/sZCgoK8Oijj+LNN99EYmIiAPB3yuv1sjD87W9/G/n5+fj2t7+N3t5eREVF4ebNm6ioqMDS0hK3XzkcDuZyzc3N4cKFC7BYLEhMTMTU1BTy8/O5sjI7O5v3MBLbFhcXkZWVhYsXL6KlpYUZFz6fj5/J+vp62Gw2ZtNQHGJoaAjx8fEICgqCQqGA1+vF9PQ0CgoKmJ+Vn58Pl8sFk8mEvXv34t69exz79PPzw09+8hPey6iZhxwq1NJHTRMdHR1cWVlYWMjtQXTuJbGHGppKSkowNzcHuVzOkQav18scHIpUUzyKxMbi4mKsrKywkEv7/fT0NFpbWxEbG/v/wK32f/36VASGI0eOoL6+Hunp6Z/Gj/vf+vVgjV5QUBBPK2jTtlqt3DOenJyMnp4eJqCnpqZiYGCAK3AIZkITfcrJp6SkMMCMDhbBwcGYnJzEiy++iJ6eHmRmZkKn02F6epoPDUQYDg8Px7lz56DRaFBTU8Nke7fbzV/opaUlBq6Qsk7d4QqFAklJSRgZGeGfbbVa0d7ezgtwWFgYtxl0dnYiISEBy8vLGBsbY3sQAdcSExOxbds25Obm4sMPP8T27dtZZKGHKywsDOHh4UhMTOQaNCLGk9X/i1/8IgIDA3H79m3U19ejurqa4SsTExOIjo7G8vIyKioq0NfXx7lgAGxZBMCHdj8/PywvLzM5PjQ0FOnp6WxVCw0NxYEDBxASEoK+vj7Mz88zAIfEET8/v4eaQaKiohhaRtN/lUqFjIwMFm8IhmWxWLjz+zOf+Qy0Wi3ee+89vPbaazh9+jScTieeffZZAGBwnMlkQkFBAaamphiiRPA/ai8oLCyE1WqFTCZDSEgIv5dqtZr7x30+HyIiIvjQHxQUxBZIqgAjBw3VX9J3e8uWLRAKhRgZGeEqRDpEUIe9yWTC/v37kZaWxocPsVjMNlR/f39cu3YNsbGxmJiYgEql4uznrVu34PV6uTZxdHQUfn5+mJ6eRlhYGLq6uuB2uxEXF4f9+/ezWj86OoqgoCD+PHU6HYMdqXpIq9UiICAATqcTkZGRyMzM5Lxzf38/jh07hunpaQBAR0cHszJ0Oh2ys7O5gmrbtm3o7+9HbW0tFhYWEBcXh6ioKKytrXFvNL2vra2tMJlM8Pl86OnpAXA/ujM1NYXIyEg+2Gzbtg06nQ5f+cpXUFVVhZWVFdTX1zMolqoZz507xzlCmpq3tbXhT3/6E6ampnjCTI6eoKAgrvCUyWRIS0vDgQMH0NTUBIVCgZ6eHggEAqSmpuLYsWPIyclBXV0dFhcX8YUvfIEZINTZ/vnPf54P+larFXl5eXC5XMjPz8euXbswMzODyspKHDx4EJWVlVCr1QgPD0dsbCxcLhc2bdqE+fl5BAcHc9XhwYMHGYaVkJCAxMRExMfH43Of+xxOnDiB1157DSaTCX/+85/hdru5D5piNg/G92g6HB4ejoyMDFy5cgUNDQ0MdaTK2JSUFG5nqK2txdLSEgYHB1nUS0tLQ1RUFAICAhAVFYW9e/eiubkZEokEr732GkpLSwEAS0tLOHv2LEwmEwIDA3Ht2jXMzMwwBJVsu2VlZaioqEBAQABDnID7EbXV1VVs2bKFHVnLy8uoqalhXg/VPlL0jtxkdPA2m81M5pfL5ZyrJ3hjSkoKlEolN3OMjY1hZWUFBoMBSUlJDD+kmlHKmpNAuLq6ysIrxRjou2UwGJCamoo9e/Zw5KajowNKpRIJCQl46qmncPLkSURFRTFRvLCwEE6nEzabDeHh4UhISGDOwNLSEmJiYiCRSLhthmrOMjMzsba2xmKnSCTCunXroNVqodVqWUCgto/Z2VluXOro6EBQUBBfcOjfMRqNEAqFzFWg+mh/f3+Eh4fj7t27DG/78pe/jI0bN+J73/se3njjDRw9ehSf//zn2YURHR2NI0eO4Pr16wz9JDYJgeyoVYas98Ql2LBhAzsPSNShdepBodlkMvHBkw7s9L2Zn5/He++9h6amJkgkEuh0OnR3d2N4eJhhzAkJCfjBD36Aubk5FpwvXrzI+8Ps7CzH4kgwJIcHXZAIcnf16lUWZGkyPDMzgx07diAjIwMDAwNc09jZ2cnxEKrNJkYAOTlJXBEIBBw9jI2NxenTp9ntsXXrVgwPD2PHjh18iSeonsfjwcaNGzEwMAChUIjS0lLU19czr+X3v/898vLycObMGeTk5OCtt96CxWLhvae6uhpJSUm4c+cONmzYwGtNQEAAWltbIZPJuM4zLCwMb7/9NqRSKQYGBjjmQe4VgUDAzz5FGUJDQ/n7EBISwnnukJAQPPfcczAYDMjJyeFIZXx8PEpLS6FWqzEwMMBTVNqTH4R8U859/fr1zILx9/fH/Pz8Q3XN1HRD8SficPh8Pl5faDAxPj7OtenUtkGDGLlczlHQvr4+7NmzB6OjoxgfH0dCQgImJiYQHx/P70dNTQ0AYGBggNtjyC1QXFzMLkFy5wmFQkRGRnLN+MGDB7GysoKCggJcuXIFq6ur2LNnDz744AMEBATw5Nrr9XJThMfj4Ww/VTcTm2B+fp5jS6mpqSxA0x4glUqhUqkwNDQEi8WCjz/+mBln+fn5qK2tRUdHB1paWhj8aLPZWGSlgUFoaCgSExNhMBiQlpYGtVqNzZs3M9ehpqaGBdSenh643W4+49JgktgEvb29cLvdWFlZ4fpij8fDLDiBQIB33nmHBWeq9qa14tatW1CpVMwTIlj58PAw8vPz0d3djevXr+PatWvQ6XQYHByE0Wjk8z9Fq1UqFUchgfuDuo6ODphMJjidTl7bXS4XbDYbNzzQeZ/OzzabDUNDQ0hMTMT169extLQElUoFm82G1dVVBAYGIiQkBOHh4SyCnDt3jgWbgIAAjI+P89CHhjIEa0xKSsLg4CCv6yUlJYiMjMR//ud/4p133sHKygq6urrw4osvMqB7dHQU7777Lg/0/P39sbi4iLKyMtjtdmzfvp3ZJUajEampqcjMzERwcDCvp/Q9TEpKYhZRf38/R0cyMjIQGBgIg8EAh8OB2tpa3L17F48++igaGxsxPz/PMR+hUAin04nR0VFmzX1ar09FYPjjH/+IJ554Anfv3kVhYeFD1SoAuArnn+FF8CuBQID5+XnOgEkkEgwNDeEb3/gGlpaWODe1urrKbQJkO19ZWeGD1pUrV5hQOzs7i+joaCiVSrYjU/2gv78/hoeHUV9fj6GhIc4qE52bLtmJiYk4c+YMlEolW9/Onj3LmX2VSgWr1Yo33ngDgYGBaGtr4wnGlStXYLFYEBERgZ07dzKBlSpyKIf54PtgtVrZSkiHk4CAAERERLB1a2FhgSfIFouFs6I2mw2JiYmwWCzIzMxEbm4uamtr4e/vz/ZahUKBO3fu4HOf+xx27doFAHxRKC4uRkxMDGeFl5aWGIplNpu5y5Ym9CsrKxx9IGJ6f38/kpKS4PP5HnIMUF5MrVZDLpfzRTAzM5On8aRME9AyICAAdrsdNpuNM7e04AHgDSIlJQUGgwE6nQ7Xrl0DcL/Jgyxq1G9Oh3fgflMDHaRkMhlycnJ4cjcxMcFQqZCQENy9e5drSQUCAcRiMRwOB+RyOcRiMR9eyCFAllvqnyebNYF7SPyyWCwwm81YXV1FcHAwysrKkJ2dDYfDgdjYWNy4cYOBpzdv3kRdXR0DkEJDQ1l4WFtb42546mSXSCQPbe5+fn78/Sf7flBQEKqqqlhs0Gq1CAwMxNatW5GXlweHw8EWNpp+WywWfj6MRiMeffRRfOYzn8Hp06chEolQUFCA8PBw3Lx5E3Nzc5DJZOjp6WHbMhH0vV4vX7SMRiN+/etfs/2ZSMck0tBG9sgjj6CkpISrvKxWKyoqKgAA7e3t2LBhAxISEhj+mpeXx9Rwn8+Hz372swxdoq7rkJAQztqbzWZoNBpkZ2dz5pUmdjqdDq2trdxeMzAwgE2bNmF5eRmTk5MYHh5mZZ2EIbokRUREwGKx8OGKWDMjIyPQ6/V4//330dbWhqSkJCwtLXHH+s2bN3mCMzMzg8bGRrS0tPAUR61Ww+FwPNQak5ubi46ODly+fBlpaWkoKCiAQqHgBoTBwUEWHrZu3YqysjIMDQ1x3GJ1dRWbN29GQEAAH7jp+061vHK5nB1B5PIhFgBZZ/V6Pe7cuYOjR4/CaDQiLi4OLpcLOp0OVVVVnJelzC05oxYXFyEQCJCYmIjk5GR4vV4mxBNhenFxEUajEU899RT27dsHiUTCImx/fz88Hg+2bt3KAN9t27bBYrGwaL1x40YEBgbi8OHD+Mtf/oKkpCTs2LEDV65cQU1NDcbGxphvQvEcqkB+UFCem5vjCyvV0pHDhSrDqFXF5XJxRSv1ijudTgbLVVRU8OeelJQEq9XKNZ9Ur0y2e6ritVqtkEgkyM3N5SlrbW0tGhoaUFlZyR32S0tLOHr0KMxmM9LT0znmR44aisXY7XZYrVYsLS0xlFetVj/ESHK5XNi2bRump6dZtNBoNLxeLi4uYnl5meFc6enp6Ozs5NYesViMTZs24erVq5ifn8fExARDE6nBR6vVQq1WY3R0FOnp6SgqKoJer8fIyAhP4rRaLTweD7MuyN1HPejd3d08DSsqKkJ2djYzBmiiSc0pUVFRfOYICwtDfn4+zp49i4MHD7K92mazIS4ujrk/BCETiUQ4ePAgRCIRFhcXGXpIjRpKpRL5+fmIiIhAQkICsrOzOYtMk++DBw9Co9Hg5s2b+MIXvoCysjKo1WpMTEygu7sbq6urSElJ4QhHYmIiV/IRM4fyyrGxsbDb7aiurkZFRQW++93vIikpCRMTE5iamgJwH1i8urqKnTt3wmazcS47LCwMdrsd09PTWF1dZbgpidUU16J9f3FxEU1NTdBoNExop6FEe3s7wxdJKDGZTFzJR61O//Vf/wUAPCAhzhBBEIuKihAcHIykpCSOenV0dCA6OhoajQYZGRnQ6XSorKxkXgO5a8gJBoAvSwS3I9K+1+tFWloaIiIicPPmTb4gU7UmiVIEdaXLukgkQnJyMoqLi7G2toa+vj6o1WqubC0tLeU2rZiYGKSmpiIyMpIdJH19ffD5fBy9JfZTdnY2C6bNzc0sWty5cwcrKytobm5GREQEHA4HM42IX0BCRXZ2NtLS0mC32xnCTUMJWmtpsDU0NISFhQUWhbq7u5GVlQW5XM6RgG3btqG1tRVbt25FSEgIA7R9Ph8GBwfR3d3N6zPF7GQyGeRyOYqKirBu3Tp0dXUhIiICISEhWL9+PXQ6HdavX4+pqSlcvHiROUw6nY73EYqL2e12yOVydiw9eC6kynK73c41khTPIdFIIpGgurqauWX5+fmYmZlhvk9GRgbMZvNDjVcej4dju7du3cLa2hrWrVuHhoYGZhAsLy9Dp9NxbTU1pzU0NHBleF9fH5/1yMXrdDoZoKnRaKBSqaBWqznqTQI/xSsosqNUKrn1hFwe9N2m5zEoKIjFqMLCQuzbtw/z8/P83YyJiUFHRwezr7xeL6Kjo1FeXo7e3l5oNBokJCTgyJEjCAoK4qr34OBgpKamIiQkBNPT0xAKhRyXmpiYwDe/+U2GmlutVvz4xz/m75xCoWBBjYQNgUAAlUrFohGtD35+fsxgIpclcYI0Gg26uroQEhICm82GhYUFvpMVFRVxpEQgEMBkMiE4OBgffPABw+7p/ECODoJVf5qvT0Vg+PDDD3H9+nUEBQWhvr6eFWvg/gTpn0lgoMk8tRKQNXJ5eRmLi4sYGhribJpEIkFkZCRSU1P5skxEf6FQCKlUioMHD6K+vp7rVSiWkJWVhYmJCRYpKNqwZcsWpu5bLBZeNEJCQhAaGordu3ejsLCQJ/h79+7l3536x+VyOYKDg/H4448jISGBQW7x8fHw8/NDW1sbE5apC50OiMRKWFhY4CwZVW/5fD4YDAakp6cjMTERY2NjvIgkJydDrVZzjQtl0R4EjUmlUty6dYuhXA9ahNra2nhK2dXVxRl+ugSazWaIRCJkZmZCLBZjenqac4ArKyts7XO5XDCbzTh//jzkcjkOHDjAk8i6ujps27YNAHja/tWvfhWVlZUAgHPnzmHXrl0ICgrCBx98AKFQiL/97W84ceIEenp6UFBQgNHRUWzdupVt2mTR7unpgVAoxNWrV/Hcc8/B7XajqakJMpkMarUalZWVOH/+PH+OtCESNNBkMiEmJgYWi4UVfZ/PB7lczpVHZDd8EBpG9GTq4yaLqJ+fHyQSCUwmE4xGI8rLy5GZmQm3243u7m44nU7ExsbC398f69evBwCMjo7C6/Xi61//Ot566y2UlpZi8+bNfKFeXl7G1q1bmcw9MDDAYLDq6mosLy+jsbERjz76KBYWFtDc3IwNGzZgZWUF4+PjePTRR3HhwgVUVVVBKBRibGyMhSqanFFEyOl0wmg0Mi2eaMMfffQRZmZm2B4XEhKCAwcO4PLlywgODsbmzZvZ3kkNERMTE8yW+Pvf/46xsTHeWGhK4O/vD39/f56Akg2wpKSE7eg7d+7kzJzL5cLy8jJWV1chEokY7Eovgj7R5xUREcFgxObmZrb+jo+PQyaT4cyZM1Cr1QxBfeKJJ1gA2rt3L0+e19bWIJPJ8Oyzz+Ldd9/lDHFISAjGxsawZ88ehISEMEQrMDAQwcHBSE9Px5tvvsmTeoohbd68mS33dEHavXs3HA4H9u/fj3/84x8MZ4yOjkZ+fj4UCgVeeOEF5ObmAgBu3ryJW7du8UF4//796OnpQUxMDMLCwtDQ0ICkpCTIZDKmtycnJ8NgMPBFf3x8HLt27eJpQEVFBYRCIYPf6KB19OhRpKSkQCKRICEhgS3yJFLJ5XKYzWZu36FWHLVaDYFAgJs3byI4OBh5eXmQyWQ4fvw4UlNTMT4+zgdAs9mMM2fOoLi4mF1gZMcn0COJGuTgUqvVuHjxIsLCwjAwMMCC4caNGxlytra2hvLyciwsLMDpdGJ+fh7Z2dmoqKiAzWZjYQAALl26xFllqVSKJ554Au+88w5PWbZs2YItW7ZgamqKidRNTU0YHh7Ga6+9BovFgueffx6bN2+GVCpFeno6PvzwQ3i9XiiVSobT0gSprq4OLS0tmJ2dRWVlJQIDA5GYmIjbt2+zE6u3txcbNmzA5z//+Yeq4yhrLRAImJXgcrkQHR2NxMREbN++HRKJBF6vF6WlpTAYDHjppZcwOzvLMcGdO3fCYrHgpZdeAgCcPn0acrkc7777LoD79dHEJaIJO1m9H3/8cVy4cAFRUVE81Xc4HOjp6cG6deuQmJjITqyhoSFuPKH1iGraEhIS8OUvfxkAcPHiRXbhNDY2QqFQwM/PDz09PfjRj370UHVcWloaGhoaUFpaitnZWYhEIj4M09pP9lmn08ni3tzcHMLDw9mmTk0qUqkUJSUlcDgcKCwshEgkwvXr12EwGGA0GpGWloauri6UlZXhH//4B7vG0tPT4XQ6MTU1xU5MgtdarVaMjo7CaDSip6cHAQEBmJiYgEKhQGBgIDweD5aXl1ksaW9vx8rKClQqFSIjI3Hu3DkYjUauUaVzRFxcHMLDw9HZ2clAz7CwMPT29sLj8cBoNKK2tpaFz5iYGAwPD/MzkJCQgOHhYXa2EXfGZDJBrVYzlJWqZ7dv34579+5hamqKp/dra2sPrXOPPPII1tbWUFVVhVOnTmFxcZGZWOTgXFlZgclkYn6VXq9HTk4OtmzZgvPnz7NjMykpidtNKEoZGRnJPCGadFLbx927d7ke8e7du9w05HK5MDk5CZ/Pxw6l5eVlzM7OorOzE4GBgVCpVJDJZDCbzdwWk5OTw6BTt9vNAlxUVBRfwLZs2cKT7KGhITzyyCPMO6DhFUV26Htx7949Zs2QI2B0dBQKhYL/PlS5Se0fDoeDI27f//73YbVakZubi66uLvT29iIsLAxDQ0MMP6TBhlKpRGtrK9xuN8ddXC4XnnvuOeTm5uL8+fPMIAkPD+cImtvtZgGcLpAE2Ozu7kZ7ezuv8c8//zwP4YjxdeTIETQ0NPAFPzAwEJcvX8aePXs4jpuXlwe5XI7+/n4MDw9jdnaWz5wxMTHswrXb7aipqUFHRweGhoa4JYRaDujc0NXVhfDwcGbnEBid3MtLS0vcEqRQKKDT6TiSFxERwZHs6elprjGmYRGBrokrZDab+ZkK/+9qXoptREREoKCgALOzs7hz5w6MRiNaW1uxurqK2dlZXqMBcOsKDdHy8/PZXZ2VlYXy8nIcP36cownkbsrPz2e3hFQqRX5+PjweD8eM6B6wdetWdg1fvHgRL774InJycjA5OcktXbt374ZAIEBDQwO++c1vorq6Gv/+7/8On8+HyspKSCQShP93HWtsbCxiYmJQW1uL/v5+5ObmIigoCPn5+di7dy/Onj2L6OhobmCqq6tDZWUltxqRq47OmsSoO3LkCFdnT0xM4B//+Af8/PywuLiIyMhIREVFob+/Hy6XC8PDwwDuN6RQAxw1a6ysrODWrVsoLi7G6Ogo0tLSMDg4yGJeZWUllEolJBIJLBYLt1zQ3tjd3f1/w032/7fXpyIwfPe738UPf/hDfPvb334IjvfP+HpwWkj0WrLzLC4u4s6dOwgICIBAIOADNrEZyEY8PDzMkzbKj8XExDCZmC6WtOhLJBK2OPX09PBDKxAIsH//fu5KJ6Vufn6enQ1isZh/9/DwcGzfvh1xcXF8kQbAmTGLxcJ2n6amJgae0GVtcnIS+fn5+MIXvoBbt25heHgY+/fvR319PRQKBS+C1IVNuc/9+/cDuN/0EBkZiYKCAtTV1cFsNmP9+vVwOp3IycnBgQMH0NHRAalUypNpWnjm5+cZ+DIzM4OUlBT+c2dnZ+F0OtHf34+vfOUrCAoKQnNzMy8OtNHK5XJUVVXh85//PHbu3InQ0FBe+ID7kxL6v2kq/aA1VSQSPVS9OTw8jKmpKfzgBz+ARqPhKsPXX38dBoOB1cjAwEDOq9FE02w2MwFXJpMhMzMTTqcTmZmZ2Lp1K0/4SFACgNraWoYk5uTk8ITm448/5oU7NTUVEokEExMT8Pl8yMzMBHC/q5qs83QY2bRpEy5evAiTyYShoSHuHScGg8vlQmRkJN555x3I5XIsLCxgYWEBBw8ehM1mQ3BwMP72t78hIiICaWlpuHfvHkcIiFlBzR8UOyDxhybdIyMjAO5XG124cIEZCZSJDQwMZAsw1Wqura0xGXx6ehpmsxlarRZRUVFYWlriXDxlaSnGVFNTw6C+9PR0jI6Ocj7a6/UiJycHmZmZsFqtSE5OhslkQnx8PMcBIiMjsWHDBpjNZpSWlmJ5eRnf+973cOfOHTQ1NWH79u1wOp0YGBhATEwMrl69iuHhYUxOTsJgMHCGfm1tjd085GzKycnB5cuXOS5UU1MDk8kEmUzGF7rz588jOzsbTqcTY2Nj8Hg8HH2hw97TTz+NxsZGTE5OQqfT8XOlVqtx7949NDY2QiqVYnl5Gbdu3eJpMk3ZZ2dncebMGbS0tDAtmbL0JJaoVCqu4aSJqtVqxY4dO9jxQ6IKcD+qQUwCWjeJp0BAUQKPdnd3s2gWHR2Nzs5OTE1NwWKxIDAwkEnMVLErEAggFArhcrl4qigSifDJJ59g48aN0Gq1qK+vh0gkQlJSEtxuNzQaDTIzM6FQKNhJlZycDJ/Ph9raWl4HlEolu1xUKhUuXrzI0KjU1FRUVVXxIaWvrw9hYWEoKCjAn/70J+Tm5iIwMBATExOYmZlhNk17ezvMZjMef/xxrmkjqnVERASeeuopyOVyLC8vY2RkBFqtFr/5zW9gMBhw4sQJdrGQBZMuiOPj47Db7YiPj4dGo8H8/DzHZ4RCIRP5CWKrUqk4FhMYGIi5uTmsrq5icHAQBoMBBoOBHUoEzhsdHcXBgwcRGhqKwcFBpKSkwM/PDwUFBTh06BBOnjyJubk5jq/s2LEDN2/eZIsnVfiSgyM1NZWn+AKBAB6PB/Pz8+yiIFeNXC7HwMAAxyckEgmWlpYQERHBtcIESj5w4ADGxsYwOzuLiIgIZGdnIyUlBW63m4X+xx57DO+//z5qa2vx9NNP4+WXX2ZxzGKxMEyXvtd0OXvwRVPtsLAwjIyM8OR13759HGGbn59najvtKQsLC2hqaoJer2fBnByRNOGkw3xhYSEiIiLw4osv4je/+Q3i4uJQVlYGo9GIDRs2oK+vDwMDA9BqtVhaWkJ7ezsyMjL4vJCWlgY/Pz9UVVVhYWEBCoUCJpOJo3u034+NjWFpaQlyuZxjVQQDjYmJYSeMWq3mwQrZ+qnzPSMjAwqFAsnJyVAqlThy5AhWV1exa9cubNiwATdv3sS+ffvgdDoBgGGFbrcb+fn5MBgMfCFVKBRoaGiA0WhEXl4e4uLiUFhYyO1DFPNrbGzEwsICO32Wl5fR2trKe4BEIsHU1BS3eDidTvzmN7/BzMwMRkZG0NHRAX9/f45jUUMROSRJvCQHEMEZyakTGxsLs9mMtbU1Fv/WrVuHoqIi/PWvf+UmjIyMDERHR6Onp4fjatScFBYWhra2NibuE6xQJpPBaDQyZ2ltbQ16vR7z8/PMQjCZTFzB6O/vz8KaRCLBjRs3YDKZmPVCjq3IyEj8/e9/x+LiIj73uc9xu8gLL7yAX/3qVxAKhUhMTORnLDk5GVNTU+jo6OAzRGRkJJxOJ8dkKUIWGBiI7du3o6urCxMTE8wqIKidTCbjdfju3bsICgqCXC6HXC5HRkYGC9n0d75x4wbu3LnDf//r16+zXZ2cI5WVlVwHfubMGd53aJBCtvwrV67wlJ24W/R70oXX7Xajq6uL3+uJiQlmI4hEImapaTQajpnSvuPz+fhc7u/vj5iYGK7ypOk/xVQSExM5MkTfB5PJhJmZGea0kWsIADsYU1NTkZCQALVaDalUiuTkZJjNZl4/Hhzi0cSbmA5erxf79+/H5OQkBgcHMTU1haCgIBw8eBDj4+MMWg8KCsIzzzyD4eFhnDt3jsGyNAyTSqXQaDSoqqqCVqvFjRs3kJKSAqfTiZCQEBQXF6OjowOpqakMraf9e3FxEdnZ2ZiamoLRaIRGo0F5eTm6u7uZNVNbW4v33nsPQqGQBTqKkRUXF2N8fByvv/469u7di2vXrsHPzw+3b9/G6Ogo3xump6c5fqZSqXjIGRERgdXVVZSVlWF4eBgbN27kilS1Wo1nn30Wv/jFLxhGT59Dbm4ukpKS0NbWBpFIBLPZzHH05ORkaDQarK2tQaFQYG5uDhs3bmRgPcUmgoODodFouPZ7//79CAoKQnd3N0pKSmA0GjE+Po7NmzfzgI4i4mazGaGhoRgdHWUA+qf1+lQEhtXVVTz11FP/9OICcJ/BoFAoYDAYOAdLD0NmZiYvumtra1xD5+/vj3Xr1iEyMhJvv/02EhMTmeJdUFDAdH69Xg+1Ws0KI9l34+PjGRKlVCq59gkAYmNj+fJcXV2NxcVFrKys8CL7P7/I1vfgy263Y/fu3ZicnITJZEJUVBQUCgVUKhWamppQXFyM5eVl+Pv7M9QrOzsbd+7cgcViQVxcHOLi4viyRH3QpC6fO3eOgV5isRjDw8NM9qYKQfBgAToAAQAASURBVKLll5SUMIzp+PHjbCejCxpwv0MYAPdMA/f75zs7O3Hz5k1YrVYMDg5iZWUFzz77LOrr6+HxeJglQdAor9cLs9nMl2ICtwD3s8tk6yP6OWX6CTQTEREBr9eL9PR0WK1WZGZmYnJyEunp6RAKhUzcJVsyAK5qIiZBcHAwbDYbLl++zHT0B4FONPHQ6/XQ6XSYm5tDUVER/54AGOxIwgNVUPl8PpSWlj70PgFARkYGhoeHcffuXUxOTrJli8BhtGFZrVbOXm/duhXBwcFsxXa73VhdXYXb7YZWq+VJP4knqampLIqRsAPcvwgRJIq+o35+fhxBIUsruTMAIDk5GUtLS9y7HRsby+p3UVER1+XRdNflcuGxxx4DAMzNzTElnuIxwP2LaVtbG9LS0pCSksIOALvdzjEw2qiLiooYFNbU1ASn0wmTyYTo6OiHIjLUF09uGqfTia1bt7Ktj0Bl1FUtk8kYskjVthMTE3jttdewa9cujjPRVGRlZQXx8fHIz8/nvG99fT02b96MU6dOsd2Xpmd+fn64fPkyf44CgQB+fn6IjY1FVlYWbt++zVV2BJKzWq24dOkSN8UkJyez9VatVsNms+Hs2bMYGRmBXC5nIvPMzAzCw8MxMDAAu92O2NhYXuPcbjdqamrQ19cHt9uNd999F0NDQ1AoFAx9k0qlGBsbY1dXd3c3W59p8kuCGLlDpqen4XA40NHRAbVajUceeQRvvPEGx51CQ0M5Ex0dHY3g4GBkZ2djaGgIYrEYdXV1/H1IT0/niV5MTAzS0tLYmdXe3o7s7GyeuEVERMBqtWLr1q0A7mfP//a3v2Fubo5zrwQ3S0hIQGRkJPz9/XktDwgIwJe+9CV2Aq6srOD06dM4fPgwALANlab3BQUFKCoq4u8Dfc5knff392fYY2FhIU9HZmdnUVtbi8HBQZw9e5aBoC+99BKCgoKg0Whw8uRJjuPZbDZm+BA5vbGxETKZjONAlG2n9hAS7Hp6euDv74+2tjZ88YtfxKZNm9jBFxYWxlGSgIAAFjNGR0cxPT3N/AW3242FhQUolUqcPHkSa2traG9vx8zMDJPxqc3D5XLh7NmzcDgc3HxDFnmaApI1f2BgAC6Xi51hVJXX1tbGQF2Px8OMBoFAgOnpaQwMDPCzs379emi1Wt4/RSIRf+c3bdrE64Ddbkd/fz+Wl5fR29vLLBkSRNLT0+H1evG73/0OTqcTAoGA/30AMJvNSExMRElJCXJyclBfX4+xsTH+TtFe0NTUhLKyMjQ0NECr1WL79u0smNpsNng8Hrz//vswGo2YmJhg0aSqqgq1tbUICQnBhx9+iPT0dCwsLMButyM7OxsdHR3QaDQcKzt48CAcDgeuXbsGh8OBdevWIT09HdHR0YiOjkZaWhrWr1+PO3fuMBhUo9Hgb3/7GwIDA9HZ2clQuL///e/IyMjA2toaw6y9Xi/DPAcGBlBeXo7JyUkA4DYfqsUbHx9n2HNmZiZkMhkiIiK4JYmm6YcPH0Z3dzckEgny8vLw5ptvcqRQKBQiJiYGjzzyCF5//XV2KJD9XyaTISkpCXa7HUtLSygsLOTmILI6z8/PM8eA3KgUVx0dHWWuAf3/vF4vt2mkpaXBZrNhy5YtmJycRG1tLYaHhyEWi/HSSy+hpaWFJ9t6vR6lpaUQi8XMQ2ppaWF2g8FgQE1NDbRaLRYXF+Hn5weLxQK73Y7FxUVmVng8HhgMBn4OSVShKBgAnohnZ2dDIpHgqaeewq1bt3hgZTabkZyczPb45eVlaDQa+Hw+FBYWIioqCmNjY1wvPDo6CpfLhYSEBMTGxrK9e9euXdi8eTNOnjzJwOre3l6Mj4+jsrKSG0xGR0exvLzMYnJ8fDwUCgXkcjnHVgiUHBUVhc7OTj5L0DpBLju9Xo/k5GT827/9G27evImcnBz88pe/ZAE5MzMTExMTCA4OhsPh4IGVVquFSqVCRUUFR01p4FdeXo7ExETExcVBpVLB5/PxJDo4OBjPPPMMOjs7MTExgZCQEGRnZ0OlUiEzMxNHjhyB3W7HrVu3UFtbi1u3bkEulyMiIgJzc3NITExESkoKC0i0T1BEieCXFEPyer3M2ZLL5dixYwcCAwPx8ccfIyIiAk8++STu3r2LAwcOoK2tjRtPRCIRjh07hitXrrBAl56ejgMHDqCwsBAtLS0ICwtDSEgIuxXGxsbgcDig1WoxNzeHpaUlXLlyBVarlQec09PTXLFJkTRqGSPuC8VAaa2enZ3lva+iogLNzc0c+Y2Li4Ofnx+qq6sZpEj8IjorLC8vQ6FQcE08OYCEQiFSUlK4TevWrVt81lhdXeWaX1rz4uPjOcIWGBiI+Ph49Pb2YuPGjUhOTmagKw0ySIgjN7lcLmcX3MzMDDIyMjA/P4/CwkKYTCaGyFKsc2ZmhkVtArcWFBRALBYjPT0dXV1dXFGp0+kYgPxpvT4VgeG5557DqVOn8B//8R+fxo/73/pF9j2yTdNFLiwsjB8IulCmpqayQkyLBB38SRlvbW3Fli1b4HQ64efnB4VCgbi4OMzOziI8PBzBwcE8AYmJicG3vvUt/P3vf0dbWxtsNhuqqqogl8uRlJQEf39/tLS0oL+/n3NbALiiZnR0lC/pNHFzuVzo6upCeXk5oqKi0N3djYKCAu7i3bBhAy/YIpEIarUaly5dgtvtxuDgIGQyGRYWFniSRrkhiUSC+fl5WCwW1NfXcxaXKlcIjmiz2ZgN4PV6UV9fz5dbaoIgOzxVPlLWi6CLKSkpfKmm6jyBQACtVouGhgYWJADAaDTCbDazVU0kEuGvf/0r1tbW0NDQgM7OTgD3XRFEdyZOgslkgkKhQGhoKCuRdDGkDHB8fDwveEKhEAsLCygoKIBOp+ODCNmeqMuaLJiUy6bDi9VqxcLCAjweD+x2O2fI6ftEXcUkKkVGRuLixYsQiUSc1aLqnAdfer2eFXuCM+bl5SE6Ohrbtm1DU1MTNm3ahImJCdy7d49J98HBwcjIyOBFmCY3dPEhToFAIOCqU5qQU4UgUYb9/PwQHx8Pm83GF3DgPqdCq9UCAFcTjoyMsApP7qAtW7ZgdXUV+/btg0qlwpUrVxjSGRISwnU+1BgQExPD/JD6+npYrVZIpVJkZWVxHWZQUBBvVCqVCqWlpTh69Ch+9atfYW1tDbm5uUhMTIRGo4HNZsPVq1extLSEoaEhbichdwvZPcfHx7lmUqvVQiwW87O/uLgIiUTCB2QAD6ndg4ODfEGKiIjA+vXr0draynZ7AhkNDw+jo6MDGRkZKCoqws6dO5GXlwe3241z587h6aeffoi7ERwcjBs3bjz08+nfj4yMZJAYABQVFbGyvry8DIPBwJd3YpcQqGjnzp3o7u6GUChkiF5fXx+USiVGR0extrYGl8uFO3fusFWTGnd6enqQkpICq9WK2dlZrFu3Dr29vSxi2Ww2XLlyhTkds7OzyM7ORnh4OJRKJddWkr2XvovEKaGaNWo6USqV0Ov1SElJ4e+KQCDglpfGxkZYrVZoNBrU1dUhJSWF+61JJP3ud7/Lf/e+vj4GgB08eBAmkwlLS0tQKBRQKpUsXrW2tiI/P58vUfSy2Wz4yU9+whR/EjAdDgf3nAcGBiItLQ0jIyPYsWMHTp06hbGxMc7zLy0t4c0338TAwACLNwKBAJs3b8bc3ByT77du3YrU1FTodDrEx8dz5KitrQ2Tk5MIDQ1FeXk5tFot22EFAgGLh6WlpdDpdAzApHiCzWbjGrqenh4UFxezdTQwMBB6vR6JiYmoqqqCUqlEWloaT71XVlbQ19eHqakpTE1N4fbt2/Dz88PExAQWFhY4J15RUYGsrCy+hA0PD3PemSz91DcfEBCA7u5uLC0toaWlhUW6tbU1BAQEsPOP7O8SiQQjIyP8mXV3d7MluqioCA6HA3/5y18gl8sxMzOD69evo7S0FAKBgDkTZLENCAiA0WiE1+tl8WVlZQXDw8PQaDQICQnhvvh169bh8uXLDLxtbm7GvXv3UFJSgvHxcQbsErPHaDTyWYPy0hRnJFCeQqFgCrrL5eLL+OHDh5lEHhgYiJiYGEilUmYShISEYH5+HkKhEBaLBd3d3ewSoogB1RqHhoZienoaSqWSHQiLi4t8HqEq7OXlZcTFxXGFHRHjLRYLi6Akity8eZNZRF6vF8ePH0d4eDi3CFksFm6Emp2dhV6vh0KhQFBQEGQyGQ4fPoytW7dydfAjjzyC999/H+vXr2d6Oz3jFouFLxparRbp6ek8+aXzGw0EpqensXXrViiVSkilUlitVm5uImDd+Pg4SktL2WXwYPuGXC6H1+tFfn4+ry0pKSk4fvw4DAYDxGIxTp48yVWORqMR69ev559ls9nYUUeOreTkZERGRsJgMEAmk/Hlh+rRSQChDD3B9uhyNDQ0BH9/f6ytreHq1asPXdidTieGh4eRl5fHLT7j4+P8XovFYq4wnpqaQnFxMU+LaS9Vq9WcU19ZWUFqairUavVDkcCcnBw0NjZi27Zt/P6KxWK2uQ8PDyM0NBRerxeVlZU8PIqLi2OGgp+fHwu/0dHRDH+VSqXMBhscHORnKCsrCx6Ph6fQvb29nJvftm0bcnJyGOZNgEYaTkilUohEInbLPPHEE9zIlZWVBZfLhZaWFnR0dECr1SIoKIhbCSgO85Of/IQbQijmq9freahEEQhqcCGmAMHGiU3V3t7OleohISHcGnLt2jUeXAmFQpw5cwYajQZf/epXsbCwAJ1Ox8yM5557js/TtB9TFbxCoeCKyvr6eoSGhiIrKwtWqxWf/exn0djYiPb2do4g9PT0oLS0FHa7HQEBAcjNzUVwcDBzXyhyYzQaOVJoMBj4u1pTUwO73Q6tVoudO3eipaUFkZGRCA0Nhclkgk6nw+rqKlwuFwYGBgCA15fu7m6EhITg0qVLPMgxGo0wGAzQ6/Xs5KWq+uTkZFitVnYFmc1m/Od//ifGx8dhtVoZvkpnsb/85S8MASb2Hv3e1PhDbUQTExMIDw9HeHg4kpOTOfpEe3RYWBg7AAMCArgemyCZWq0W8/PzzHkCwOfp/7Oh8f+Tr09FYFhbW8PPf/5zXL9+HUVFRf8HyOOvf/3rT+PX+N/iReA8qi8imBhZiMmmBtyPBHR0dLBFePfu3Zifn+csFS3Q1OFM8Lv09HSmfNMlkpTKN954A7GxsWxrpv9+ZGSEa80SExPZQulyuTA/Pw+bzQaxWAy5XI4tW7agqakJOTk56O/vx5e+9CW2qB0/fpyhNaRqBgQE8KR7dnYWMpkMwH3b/fr16xmOY7fb+YK5efNm/OIXv8Dw8DBPk0+cOMHVU7GxsTx9I2BTXl4eT/q1Wi0GBwfZij42Nobi4mIA4GxYaWkpVlZWMDg4yHZLh8MBh8OBlJQUzM7OIjIyknP68fHxkMvlnF2PiIhATk4OT+z379+Pxx9/HABw7do1NDY2IjY2Fps3b0ZxcTEDgmpqajAyMgKRSITm5maUl5ejpaUFw8PDmJ6eRmpqKoxGIxITE7lGdGJiAuPj40hLS0NoaCg3jshkMkRGRjLdmTbF5eVlrK2tcXUf5SuJZ/Hgq6enh4Wqvr4+DA8Ps+0tPz8fpaWlbOUG7l+wx8fH8eyzz6Kurg53797FN77xDZw5cwaFhYWQSCTYtGkTdu3axe0jdXV1yM7OxoYNG9Dd3Y3JyUkkJycjLi6O+Q4tLS1c49rV1cWW9ODgYOY3kCiUmJjITSkP/m7AfYcFcF8IIbAkXQwdDgfnWnU6He7cuQM/Pz8sLCxgdXUV/v7+aG1txcDAAPcUh4aGIiwsjAUhuVzO8Rm63NOFempqCl/84hfh8/kwPT2N27dvc43s6OgooqKi0NjYiMTERKSnp6OwsJBZD2Qllkgk7LiZmJiA1+uFxWKB1WrF3r172Qk2Pj6OxMREBqF6PB7O6xEIiw5QZOOdnJxkvsDc3BwWFha4YqutrQ3T09Pw9/fn9gmDwYCTJ0+yVXbXrl1YWVlBdHQ0kpKS2KFA0Dw6bE1NTbEdmt4XgjV1d3cjNDQUN27cgEQiQW9vL4xGI86fP4+ZmRmGIxL0yuPxID09HREREXw4qq2tRX5+Pi5dusQTKZlMxnlvgl2RnZUm7gSWIks4Aa7EYjHGx8eh0WgQFBTEDqHs7Gxu8IiPj0dsbCwiIyPx5JNP4tSpU5DJZEhNTYVcLkdfXx8mJiZQVVXFQiy5b4RCIaampvj9DwoKwu3btxEUFMQHIIfDgbCwMD5YZ2dnY9OmTZidneV1lGJG3d3dWFtb4wyuwWB46EJC5G7qsTebzWyfTklJwfDwMIs9BPqbm5tDbm4ubDYbHnnkEYyPj+Py5cvIzc2FVqvluBm9d4GBgRgbG4PL5eI4BrWg0ITqzJkzCA0NxczMDMNDgftOPnKfkEPMbrfDz8+PL1gE6qJKUpvNhsLCQlRVVeHmzZtYv349uxkCAwNRVVWFK1euICIiAk888QQA4L333sP4+DikUilSU1OxuLjIbI3U1FTO1w8MDMDr9WJmZoYPlg6HA6GhoewakkqlmJ+fh0AgwOrqKltjRSIR5ufnuRWDWAN9fX1cPUgHfHJgORwOLC4uIjw8HGazmZ1IxMahrDplpKmqTSgUcj7bYDBw6xBVVVIdIlmxjUYjQ84sFguziBITE/GDH/wANpsNqamp6OzsZHDaH/7wB+h0OszOznKEQafTweVyob+/H+Pj4wAAtVqN/v5+7pd3Op18eSKAcVNTE+bm5vg5vnDhAp89CNLX1tbGPAeVSsUiGdV0BwUF8XSdPgcatBCHyev1IiEhASKRCBs3bsRf//pX+Hw+HDlyBKWlpZDJZHj77bf5wkzPmMVi4Vz0wsICPv74Y7S0tLAwYrPZYDQa2XnW39/PLkGNRgORSMQMB3IguVwubpgyGo2IjY2Fx+PB2NgY/5lU00f56+XlZbjdbjQ2NkIikbBjx2KxQKlU4h//+AdUKhXa2towMjLCjhKqlXwQGh4TE8OuO/oOeTwe5mCR08zlcjHvKykpideH8PBwZGZm8vMskUjQ39+PhIQEPiMSh4PiH/T3pu/n9PQ0PB4PFhYW2PFD/8xoNCI8PJzjLs3Nzejs7OT2JmptWF1d5QgjnX/INr+0tMTtSvPz87h06RK6u7thMpk4vpWdnc173+zsLK/t5NITiURM+SehhOKSBJ5UKpVYWFiAwWBAYmIivF4vbt68yYLoysoKJBIJBAIBi2xNTU0QCAQc2fjoo484GktuIDqfOZ1O6HQ6iEQidlkRzHRmZgaRkZH83K2trWFiYgJxcXHYt28fLl26BKVSyfFW2rcookoDhOzsbB7wJCQkcLTk8ccfx8jICHQ6HdatW4fQ0FCEhIQAuO+UO3nyJID7Drvw8HCkp6czUHtqaorbz8xmM2JjY5lDotPpeO2WSqXo7u7metX8/HzU19djYWEB8/PzLJIGBwczG8VoNHKEiRwXZ8+eZSaVQqFAWFgYx8EWFxfh8/nQ2trK96nh4WGuhP6f25OobptEUIpu0vtFYEpyg0skEpw7dw7R0dFcQU1V6dHR0QyNXVhYYN5ceXk5TCYTJiYm+OxIzlyLxYK0tDQMDAwgIyMDJpMJxcXFDEkXi8Vob29HcXExw9bp2aL1+L333oNMJuNmMIriLC0tMU+DosS0366urnIr3qf1+lQEhoGBAQbhDQ4OPvTPHgQ+/jO8lpeX4fF4EBkZyd3Ler0eXq8XPp+PQR6JiYkoLS3F1atXufLnxIkTrEo+WEFFdnGLxcLKdHh4OB+EAgMD4efnB4PBgKmpKe5OtlqtaG5u5sMA2catVitPTol6T/ZRAv10d3dz/RUBSbRaLVvx6bBBBxOC4hE4Mi4uDm+99RYAsP2acsH0HpD9kay/3d3dKCsrw9raGsrKyljZ1Wg0SEtLQ1FREed3qZJl48aNPN3duHEjXzKjoqL4EHrixAkcO3YMHR0dOHbsGAICAlBTUwN/f38cPnwYjz32GH75y1/iueeeg1wuR1NTE+RyOXbu3MnZegA4f/48T9LDwsKQkZGBwcFBREREYHp6mi+xV69ehb+/P8rLywEAn3zyCfbv388HziNHjqC5uRmVlZVIS0vD008/jbW1NXzyySfIz89He3s7ampqcOnSJTz//PNc/3r37l2u5SJieXl5Od577z1s27aNc5sP5oHtdjuLQj6fj+GYZGvzeDwYHR3ljQcAq+MnTpzAwsICZmZmcPToUVgsFnzyyScMJQPuL2zV1dX4l3/5FwwNDXHVjsfjQXJyMkJCQhiQFBISgs9//vNYWlrCxMQELBYLbDYb16+FhYVBo9GgpKQEVVVVuHr1KiIiIliA+p9f4+PjOHPmDL74xS/i+PHj0Gq1DFZMT0/HqVOncPjwYbS1tUEoFOLRRx/FwMAAKisr8YUvfAEnTpzAs88+iz//+c/IyspCSUkJ7t27h40bN2J4eJgJ2LRB0WF9z549aG5uRltbG2fUU1NTkZSUhKysLOTk5LAdt6ysDAKBgD/r2dlZPkxNTU0hPj4egYGB2LFjB37yk5/g9ddf57/fz372M8hkMq7Iq66uRkBAALxeL6qqqlBVVYWOjg4sLCzgd7/7HSQSCb73ve9BoVDg5ZdfxsjICNra2rB9+3b87W9/Q1hYGMrLyxEdHc3gViLyLy8v4/3330dlZSW7RIhsT1EGyoISjyEoKAjvvvsuW+CXlpb4shQbGwuZTIaamhoolUpW6MmZQXwQyicSUZ7gnSsrK9DpdCx+kmhAE0qqAqbpG01M6dJIwitdZskdZLPZEBsbC5/Ph/HxcVRXV0MgEMDtdjNIcHV1lWGDVVVViIuLw6FDh9Dd3Y1f/vKXeOeddxAYGAitVouFhQWeiNpsNlRWVuLVV1/FxMQEJiYmkJKSgtTUVPzkJz/BI488whOstrY2REREcN59ZmaGQWRpaWn49re/jYKCAty+fRtPPfUUzp07h507d0IikeCXv/wlrl69itjYWLZdPvnkk2hpaYFAIMC3v/1tCIVCbN++Hf/jf/wP6PV6PProo3A6nVx/W1RUhLi4OL5YbNu2DV/84hdx+/ZtfOUrX0FAQAB+9atfYXV1Fbm5uez4mpubQ3l5OX76059icnISW7duRX5+Pn72s58xsJKiSOvXr4dGo8GLL76ImZkZqNVqWK1WFgyJS/Dcc8/hF7/4BZqamrBr1y74+/tDoVDw5G14eBhRUVF8kKToGnDf8UTPyPDwMFwuF37/+99jcHAQJpMJeXl5zG6YnZ1FfHw8tm3bxmvQ1NQU5HI5EhISWKymyxwJe2KxmOt5yV7s5+fHne80ZReJRHxIJcCaRqPB2NgY1/06HA5ERERgz549sNvtqKurY+Hs1VdfRV1dHRPQFQoFNm/ejPLycvzjH/9AeXk5pqamkJ2dDblcjuPHj8Pj8WB8fJwv5/7+/khOTkZOTg5fEisqKpCQkIDp6WkWbIhPkZ+fD6fTydNNgg3SPkIDiry8PObYREdHo7q6GnNzc9i7dy8aGhpw6tQpvjgFBgbCZDLh5ZdfhsFgQGFhITfOVFRUcHY9JycHs7Oz7AhJSEhAc3MzQ36FQiEuXbqEAwcOoL+/H2VlZTh8+DDkcjnOnj0Li8UCnU6H3NxczM/Ps9gWExODwsJCtLa2cvTR7XYjPj4eMTExiIyM5GFKUVERGhsb4XK5eIIulUo5SkNwTdorHQ4Hw+IWFxeRl5eHyclJFBUV8aWKLq8EdvR6vdz4QJBaOhNNTU3B4XDAaDTytJrEFYFAgOjoaAiFQnY/2Ww2vPDCC7h9+zb+9V//Fd3d3YiLi8ONGzfw7W9/G5OTk6ipqYHT6cSePXuYA0CNLWKxGJs3b8bLL7+Mr3/961y3/eqrr0Kn08FgMKCkpARTU1PYsmUL7HY7Tp8+jbm5OaytrWH79u3cIvHWW2+hpKQE58+fZzYAsVO2bduGvr4+xMbGYmpqikWy8vJyXL9+HV/4wheQm5uLbdu2wefz4Wc/+xkDdo8dO8YwvKWlJaSmpsJutzPrZmVlhQcB4eHh2LBhAy5fvoyAgACEhIRALBYjKCgIcXFx+Nd//VcoFAqOulJ0g9ban/70p/jlL3/JDtn09HSuu7TZbFhcXERhYSHHhHbu3Mnsl9bWVgQHB6O6uhrZ2dlcO72ysoKwsDBkZmbiq1/9Kvz9/VFSUoJNmzahra0NRqMRhw4d4va41NRUzM/Po6amBnNzc4iJicHRo0fxne98BwEBAdi+fTvef/99REVFIT09Hbt27cLjjz+Ouro6Pvt1dXWhsrIScrmcOUWvvPIKmpqaMDMzg9raWt6TP/roI6SmpjJwOi8vD7Ozs8jLywNw373s5+eH1NRUhIWFYXh4GPv27cPNmzeZ5bS6uorY2Fh28UVERECn02FkZAQLCws4e/YsZmZmWLQNDw+H2+3G2NgYgoODeeBH9v64uDgYDAbExMTg17/+NV5//XUsLi7yz0hKSkJ7eztGRkbwhS98ARkZGXjjjTc4EmYymbBhwwZuVTMYDFhdXcXGjRuZHVZeXo6MjAyGjX73u99FQ0MDQkND8ec//xlxcXEIDg7G1q1bWUTyeDwYHh7GunXr4O/vz25IcoPS8Gj79u1obm7Gnj178NZbb7H7mhpaYmNj0dXVBaPRiN27d8NisSApKYnPxdT4kZiYCIVCgcLCQgQFBWFgYAAdHR1ISUlhqPLKygqysrK4gtjj8bBgTc6bT+v1qQgMd+7c+TR+zP8rXkRTlkqlrF5TTeKDNFGFQoE9e/bgt7/9LVuhYmJiIJPJ2DKo1WpRU1ODoaEh5OTkMFdhy5Yt8PPzw9jYGB+M6urqEB0djcOHD+PJJ5/E3NwcV9d88YtfxMjICNvuxGIxxyQef/xxFhhSUlIQHR0NmUyGa9euQa/XIyYmBps2bQJwn0yekJCA+vp6rugBwNVNEokEs7OzOHfuHGQyGfr7+zlv3trayr22Pp8P3d3daGpqwsrKCr7//e8DAO7du4e+vj4UFRVxZzFdAGjK7efnx4sR9bR7PB6YzWYYDAZotVqIRCLO9APgRgqJRMIRFrI9KZVKVimNRiNPH8iqPjY2xn/O2NgYTp06xZcuu93OnfACgQChoaFQq9UcMZibm2OFXa/XQyQS4fDhw6xutra2QqPRsHq7vLyM5ORkfPzxx6iqqoJer0ddXR36+voAAENDQ2xRpg2Tpvjd3d3/p3GH0dFRPProo9xRTQ4HsrSWl5ejp6cHGzZs4P/G4XCgsrISGRkZUCqV0Gq1eOaZZ1ihJhja//zav38/dDodAzSfeuopAPen2wKBAOXl5di7dy98Ph/++te/wmq1chUfQRop2z42NgaRSISSkpL/5bMmk8mwY8cOztmSELW4uIj+/n5WhBMTE9HQ0IDW1lY0NzcjJCQEbW1tWFxcxC9/+UtmeqSkpMBisUChUCA4OJgn30SnNpvNnKtPT09HTk4OAgMDuZooPj6e8/5arZYPliqVCn19fdi8eTOCgoK4O3ppaYmBbORg0Ov1LGI5nU4cPXoUUVFRuHnzJh599FHU19dzKwZ1xM/Pz2NhYQH1/11Rq1arcejQIYZtra6u8nfL5/NBIBDgyJEjDMW8efMmoqOjkZ2dzU0x27Zt46YRtVqNV199Fe+++y7q6+tRUFCAlpYWzgn+6Ec/wrlz5zA5OcmHm2PHjmF6eho7d+7EyZMnER0djeeffx7x8fGccyVYnc/nw6FDh5CRkYHu7m6o1WqIxWIcOXIEw8PDOHPmDIMfyaEgl8vZ1r1//36GSHV0dLC7Y2VlhV0qy8vLPM1MS0tj91VBQQEqKyvR3NwMl8uFtrY2jvAEBwcjKysL/f393CJA+fqpqSmcP38e8/PzOH36NKRSKaamptjGTzZjn8+H6OhoDA8PY35+HpWVlRgbG4Pb7YZSqURjYyOLMxSZ8vl80Gq10Ol0aGlpgdfrRVNTEwupN27cQEBAAKanp5GSkoLp6WmcOnUKTqcTdrsdp06dwtGjR+FwOPhwTdVWVIFLPehxcXF4//33ee/S6XR45513YDAYMDMzg7m5OSQkJLCDJz4+Hps3b+Z8qcFgYDGHRCeXy4WVlRVEREQgOTkZmzdv5ilXTEwMpv67k12pVEImk/H6YDKZUF9fj6ioKIjFYoyOjkImk0GlUnH3ObUs0f+mpaUhJCQE69atYxE+NDQUeXl5qKurQ1BQEEfEoqKi8OUvfxlGoxEKhQKJiYn48MMPWbg4ePAgu+Gys7MRFxeHpaUlPuT6fD40NzcjMjKSIaNU3SkWiyGVSplfZLfbuWnAbrejpKQEaWlpPOFsaGjAli1bWLxeXl7G2bNnMTg4yOR/j8eDu3fv8jSWHAepqamIiorCxo0bcffuXdTU1HDd9YONKFTN3NPTA4PBwAC7yMhIjI+PQ6fT8WXabrez+E9RsdDQUMTFxWFmZoYjMDQxJMcNRbIkEgnsdjsyMzMRGBjI0FK9Xo++vj6exlN80uPxYGhoCFKpFBcuXEBJSQnKy8shEonw0UcfYd26dbh79y7zh2ZmZhAQEMBsmQddLceOHcO9e/fYJfPcc89hbW0No6OjiIuL46lgYmIiw9EAYPPmzTh69CjOnTvH67m/vz8eeeQR7Nu3D08++SS3cdB3ViKRoKysDCMjI0hISMBjjz2G9957D5mZmcjMzMT8/Dy2bt2KxsZGZGdnY2JiAjKZDBqNhnlAQUFBiI+PR2JiIh5//HH8x3/8B7un3nzzTfzgBz9AXFwcqqurmQESExPDbhqv14usrCyOPjidTiiVShZxCAi7traG3bt3o6GhAZmZmejp6eHPiVpmdu/ejfb2dgY507Q+KSkJTqcTXq+XOUpxcXFoamqCVCpFdnY2BgYG+LJJTrLV1VVkZmaitLQUY2NjKCkpQWZmJj+/tMd1dXUxU4rWntzcXIZ7y2Qydi9WVFTA398fhYWFHHm9ePEilpaWkJmZifz8fMzOzvLPojr24eFh9PX1ob+/HwEBAejt7eV1itowqD0iNTUVANDa2oqJiQmoVCo+s3d3d/Na9rnPfY4jCrdv38b69eu5WSEzM5OjEgqFAllZWcxXocEONYMcP36ca927u7thNpsxOjoKg8HAVcQU5aAq0qeffhpjY2OwWq344x//iOnpaeh0OvT09LBDkZhr9PehCzBFlI8cOYKWlhYkJCRwNWVMTAyLaZmZmTAajRCJRNi0aRNiYmJgMpm4GYSglUKhEAKBgB07gYGBHKv29/fnP4MaMKg2NzMzE4uLi+zi3bBhAzo7O5GSkoLFxUXodDr86U9/QmdnJ1eP02Cgt7cXFosFFy5cQHFxMYxGIw94aO2nz1ev17PQqdfruXaU3Ip5eXnwer0cyyDBsaamBk888QRzyebn59HV1YWUlBSu0vz/sPff0XGe17k2fg3aABj03nvvjQQIFpBiE8UiUaJkUZbV4sgljkviJD45cWzHkRTbiR2XI9uSbIuSRYpFFCn2ThCFIHrvM2gDDIBBGXRg0L4/mGeHkOR85/zWF6+V38mzlpdMAkSZed/n3c/e933dq6ur/Omf/imAQJ0vXbrE0tISx48fl+ajAo8qu6+3tzfx8fE8+uij0mypr6+Xga3iPGRlZQmE2MXFhaWlJXbu3CmWu4WFBVFMqhpTq9USGRlJQEDAJ+yV/5nrj9Jg+O/178vR0ZGgoCC5QP38/NDr9SL97+vrIzExUciryvOclJQk3l3llzcYDGu6XePj41RWVuLs7Iy7u7tcgI6OjlLoaLVaXF1d5VC9f/9+8TwraWZOTg6lpaWSca5k5srTqw7gXV1dBAQEcObMGYFZWSwWdu7cib+/PyEhIZSUlNDY2MjS0hLu7u4MDw+zd+9eUlNTGR8fl6nb1q1baW1tlQPRZz/7Wb7yla8wMDBAZmYm69atw8PDA5PJxHPPPUdzczMrKytC+nZ2dqa3t5eCggKioqJYXV1lcnKS3NxcVldXKS0tZf369dKUCA0NlffEx8eH4eFhIiMjZQqqwFJK6qxkxqrYNBqNfPjhhwDCK+ju7hZWQlBQkEyB1KFTraqqKoFbDg4OsnPnzjUfHx4epr+/n6ioKBwdHcnLy2NycpL33ntPJnPnzp2Tn0N54IxGIxqNBq1Wy8TEhEx2Fbn20wAvvr6+UqAHBwfLQ0yRze3s7Ghvb5cmhvo9lbRbwayuX7+Ok5MTV69eFd6DTqeTYu3BpWBVv/nNbwgLC6OxsZFNmzah1+spKioC7oMZExMTxT/70ksviX9saWmJEydOkJ+fLx6zT1ve3t5SoPv5+UnEmYoojYmJYWpqSg6Xly5dYmxsDH9/f7RaLYGBgTz66KNCLDaZTCQlJYktobW1FW9vb4kwVRFyJSUlMknx8fERZoBicajryNPTk8zMTFZWVoQf4OfnJ4T1ubk5ucfUVLSsrIwDBw4AiLxbqSgAdDqdSGNnZ2fJzs7m1q1b/Pa3v5XG0dTUFMePH8fHx0cOpo2NjXJ48vDwkClUXFwcubm5zM7OEhgYSE5OjlgdFGBPSZhTUlIkP1tR0cvKynB2dpaHXEJCAn19fbS0tEgxrSaihYWFBAUFiZJKHWZaW1tJTk4mPT2dhYUFacTevn1bCiOdTid2hvDwcA4cOMDS0pKkhpSWlrJ//35cXFz4sz/7MxoaGmhtbcVkMuHg4EB0dDT37t3jkUceYdeuXURHR2P5tyg45XNUsK+tW7eyefNmmQ4WFhYSExNDYGAgPT09ooxSxdnBgweJi4vjnXfewd/fn6ysLPR6PX5+flgsFvr6+vDy8uLAgQN84Qtf4G//9m+lKN23bx8Wi4WBgQHc3NxYWVlhw4YNHDp0SEBXTzzxBLa2tjz11FMAXLhwQdItkpKSaG1tZffu3cJ6uXfvnnjYlWrl7NmzjI2NER8fj9lsZsuWLcD9ZrVaSv6pGDkZGRn88pe/xN7enrKyMvr7+8UqcuzYMYaGhujp6ZFGhJIEp6Wlif2qp6eH6upqGhoaWF1dZfv27VRUVGAymfD09GR2dpb+/n58fHwIDQ2lo6ODoaEhRkdHWVhY4K//+q8JDg6mqKiIDRs2iBVvfn6eqakpXnzxRa5du0ZUVBStra0EBQVRX18vKj517yquUUVFhUioFc8jMDCQ7u5u2traZMrr7u7OY489xvT0NA899BD37t1jy5YtlJaWMjw8LIkxGo2Gl19+Ga1WS3h4uEARv/a1r2E0GnnllVf43ve+x759+wgPD+eNN94QIGhzc7M0fRobG6moqBBS/ezsLHNzc0xPT0sUpY+PD729vQKuVKlMDzKYLl68SFZWFhEREbi4uHDu3DnhO/j4+AgjZHFxUSaaPj4+TE9Pi10jODgYDw8P7t69K884RclXsbtWq5WCggKeeuopfvzjHzM+Pk5nZyc7duxgZGQEZ2dnAR4r1pOPj488Ly9cuEBmZiYPPfQQr776Knl5eXIfKDio2WzGzc1tzf73D//wDxw6dEgUkQaDgcuXLzM5OUlycjK1tbWcO3dOGvb9/f24ubmh0+kIDw/nC1/4AktLS9TU1DAyMiKJXWrSr9fruXHjBleuXJGDqlIupKWlkZaWJpDGjIwM8ZDb29uTkJBAcXExgDw3g4KCyM7OZnFxkccff5zZ2VmOHDkiMv+rV69KIhPA3/zN38iBV9Hpf//737O8vMzMzIxMc3U6HUajkf7+frq6uuS1U4qT2dlZ4ZaYzWaam5tlv1QpIHq9nvXr1+Pq6kp8fDzNzc2srq7KBLagoIBnnnlGkmcefvhhAQ6mpqZy6tQptm/fLswdJycnKisrJdGlqalJGqSOjo4sLy9TVlbG9PQ03/ve93B2dubEiRNYrVbGxsYoKirCYrFIMoR6hqqaQdVcqm5qaGjAz8+PiooK7O3t5X0EZPquwOaxsbEYjUaefPJJTp06RWxsLIWFhXzuc5/DYDAIfDwtLY3Pf/7znDt3TpgtijugGn2A1JM7duzg4sWLpKSksGPHDoaHh1leXsbHx0cUUIrT9e6779Lb24utrS2BgYHs27ePL3/5yxw/fpzLly/j7e3NyMgItbW1+Pn5odPpBIKtmtXKiqMaOwsLC5KEoVTPykbV0NBAVVUVGo1GUlk0Gg2tra1yRhgeHqa5uZmGhgZ5ts7NzWE0GiksLGTLli1oNBoSEhLo7OyUWEtPT0+Sk5MFYP3www9jNBol/lXxJOzt7QkMDGR5eRlPT08sFgtOTk6YTCZhcgwMDAg0Ojs7m7GxMXbs2CE2yra2NjIzM9FoNDQ0NAhYWSVuqftxYGCAsLAwAWyrxrKybyk1tFLS3bhxg4GBAXbs2EF2draoedSzUL3eDg4ObNmyBaPRKM1tb29vLBYLBQUFvPPOO1K/ubu78/3vf58LFy6QlZXF66+/LoNNpVZQySTr1q1jbm6OuLg43n77bXJyckhMTGTfvn3cuHFD6n9nZ2f0ej3u7u7Ex8fT0dFBWFgYFRUVeHt7YzQamZubIzIyUqCsf6z13w2GP/JSYD4lL05ISBBCb1tbmxDhVffSw8ND6L9q0qTT6cR/X1BQQGlpKWazmc7OTjQaDeXl5dKlGhoaoquri5GREdnUX3vtNdra2rBardja2goNV6vVihRH3UAffPAB4+Pj0t3r7OwU+r6SZXd3d/PII4/Q29tLX18fGzdu5M6dOxJfOT8/L/F5BoOBiooKqqur6ezslElHVVWVyETHx8cZHByUBsrhw4c5d+6c+IYDAwOxs7MTuNzdu3exs7Ojrq5O5GcTExPi/9ZoNLS1tdHR0cHg4CB5eXlr3pOYmBjOnz/PrVu3qK+vp6GhgaCgIEZHR2UyOT09TWdnp3i8VRexr68Pf39/KdJaW1txcnKSzUj9LA8uPz8/iQx6//331/w86gF448YN2UzVxy9fvkxmZiZ79uwhPDycjo4O9u3bJ4foM2fOCPdAr9czOjq6Rqnxh1Z7eztTU1NkZ2dz5swZtm7dyunTpwkNDf1E8wPg2LFjhIaGEh4eTk1NDb/97W85cuQI7733HocPH8bGxkbk56rwe3DduXOHlJQUpqen0el0Etnn4eHB4cOHAUQeHBgYSE1NzRo4jXrvtVqtNFfUGhsb+9TvGR8fL17DiooKAgMDJc7PbDYTFhYmIMewsDAaGhrkgT4/P09YWBgxMTEyOQFYv369yPGtViv19fVkZmaKWkeBm2JjYwkLC+PQoUNoNBrc3NwwGAxcv36d6Oho+vr6yM/Pp7q6mszMTIqKikhMTMRgMNDd3S3NtejoaAYHB+V3UrA5JYMDJPtYNTRWV1ext7cXKbJqMAwODvLcc89JFOXS0pKkX/j5+Yky5OLFizQ2NrJlyxbxjmu1WqqqqoiKipIIsPfff19SG1TetfK9njlzhvb2dgGQqoe9Xq/nd7/7Hb29vezatYuuri68vLxITEyUA4XyQCsJsU6nE7ny+Pj4mu85NzfHxMQEAwMDlJaWUlNTQ0tLC0ajkaWlJZFKqgmVyWQSqbqKabx+/TqnTp0iICBAIh0VlG5xcRE/Pz+qq6vp7e0VWf/S0hL/+q//itFoJDg4GFtbWxITE/H09GRiYoKuri4yMjIkox7gqaeewtvbG39/f/78z/9cJoNXrlwhNDSU2dlZ7OzsmJ2dJTQ0VIqruro6jEYjJ06ckHSGkpKSNfepjY0NWVlZ1NbW0tfXR09PjyQhPBiZCvcb3oGBgWzfvp3JyUmZ9qj1IFxYWdfMZjPh4eEytdu4cSNDQ0O0tLQQGRnJvn37JJVgYmKCdevWUVNTQ1hYGC4uLkxMTLBx40ZSUlJoamoiLy9PbGtKCWFnZ0dsbCxnzpzh2WefJSAggNbWVkmHUdwC9TssLi5KxJujoyOenp5s2rQJd3d3PvzwQyGsK7vLRx99JAyKxcVF1q9fz8jICB9++CGZmZkSaQwIG6W8vFxUgm1tbbz66qtotVrOnTsnE2yTycTMzIw0pPv6+vjnf/5naW56enpiNBopLy9Hp9Nx5MgRfH195fpzcXHhkUcekXjNgIAAkpOTaWhoYMuWLUxMTFBYWMjq6irT09OEh4eLt1apl1SCQ1VVFXZ2dpw+fVqadnNzc9LoNJvN2NraCpBOQY5V5KuXlxe+vr58/vOf5wc/+IGkYNy+fZv4+HhJfJiamhKI6Pz8vDTlW1tbOXXqFHV1daLYMBqNIrVXz0yTySTAaH9/f5qamgTE+uSTT/LNb36TxMREqYuSkpLIycnh0qVL0lSxsbEhOjpaEjsUGycwMFAaGsreoGwqilDv7e2Nvb09jzzyiAAsPT09GRsbw9nZGXt7e7y9veUQn52dLVwGdU8oOHBKSgoGg0FAypcvXyY1NRWDwSAefsVfSkpKkoSZ0tJSsUyopqeS4ScnJ7Nx40Z0Op3EEbe0tPD9739fvOaAWBB+8pOfiG1DxXqryay9vb2oDmdnZ4VBEBkZyerqKgMDA2zdupVt27ZRX1/Phg0b+OEPfyhch9TUVA4dOkRlZSU5OTmiBlNxpAkJCWIb0el0rFu3juHhYWkAu7i40NLSItejinZV6q+goCBhc2i1WjZu3Mg3vvENfvazn7F161ZpFty+fVusg9evX8fDw4Pk5GTCwsKoqqoSCHV6ejrJyckUFxdz8+ZNTp8+jclkws7OjsHBQX79619LWkZ/fz/Nzc2YTCaJ//7sZz/LT3/6Ux5++GG+//3vs7CwwI0bNyQRQiW+LSwsrGFbKVWJigKuq6tj48aNEoGt9pe8vDzKysqYm5sjKyuLvr4+cnNz2bdvH++++y63b98WdXFGRga5ubmiFomJiSEiImIN70gBzp944gmJmtZqtXh6ehIXFydqRaVGq6mpwcvLi5SUFAoKCggODqa0tJStW7fyzjvvyODRw8NDYhyVtVtFiCtGhKrbVCxmTEwMY2NjREREkJmZicViITU1leHhYQICAsTOptPp2LlzJ0ePHpUhQn9/v0SFq0Q9lTyj6svZ2Vk2btyIh4cH69atQ6/Xk5CQgIeHB2lpafT19eHg4CBDCltbWxwdHQkJCRHY99LSEn19faKQCwoKEkWEaho+/vjjTE9P8/bbb+Pm5gbA4uIiTU1NbNiwAZ1Ox+LiIisrK9IkVUpQxUlaWFjA1dWVpaUl6uvrKSkpoaenh7m5OUZHR2lvb5dmWUlJCe3t7Wzfvp2lpSXCwsKEM6P2ldTUVEpKSrC3txeLZUlJCYcPH+bYsWMcPnyY+vp6kpKSuH37NhEREZ867PvPXv/dYPgjL7XJK/q+AnvNzMwIW+HevXt87nOfIysriytXrjA3N8fevXv54Q9/yNzcnKQeKBKymhyqpoW6cd3d3XnxxRelmFK+v+XlZYKCghgZGRE6dn5+Pu7u7hQXF3Pq1CnhKXh5eREVFYW3tzebN28WTzBAfX09paWlPPHEExITpkAqquBXBfrKygqbNm3i2rVrTE1NsXv3bqKjo0U2qvgOShq9Z88eFhYWyM3NxdbWlscee4yuri6uXLnCxMSEyNMByZAtKCjg4Ycflp/x2LFj8rPa2dlRWFi4BjynVkREBE888QQDAwN87Wtf48tf/rIc2BYXFwHIzs7m4MGDuLm50dTUxMsvv0xgYKDwG+C+qmBkZISdO3ei1+vZvHkzx48f59FHH13z/ZQU9OPxjwCvv/463t7eVFZW4uHhwa5du+Rj7u7uUlwo8vmDv4uC21ksFq5evcrc3NyaA+kfWgqS19/fL1JwJeF+cCmQl5JeKrtPQECAABIVgFBZVT5tubi4kJCQwNTUFEVFRbi4uDA+Pi6bN9yfANTW1goMTKlF1Orq6mJgYECmZYAAllSR+OBaWVmRYkxNg5V1Ij4+nrGxMaanp0lISJDrMTExkdzcXIl+U9Lgj78mKvpwcHCQjo4OAbD5+vpSWFgoICwlH1YQufr6et555x2Rh1ZVVWFvb8+lS5doaGgQsrqK9nNycvpEg0FFI6qlDmj19fXExsZSVlaGjY0NUVFRPPPMM5LeYm9vz+uvv05bWxsGg4H4+HgGBgbEeqWmng4ODlitVnx9fblw4QLXr1/HxsZGvIJLS0t85jOf4dChQxw/fhy9Xi8RrUquOzo6Kokuis1RW1uLo6OjyPrt7Oz41re+JeDH1tZWenp6OHDgAEVFRYyPj0sKiPLYqlx4td8BojZoamqSKRHcV+r4+fnh5ubGCy+8ANy30LS1tbF7924qKiro7OzkjTfe4OLFi8TExPC73/2Ob33rW8D9gvEnP/kJO3fupL6+nr1799LX18e+ffuIj48nNjaWW7duYWtrK2DP6OhoNmzYwMWLFzlz5gxDQ0O0traSmJiIVqtlYWFBsr+dnJzYvHkzmZmZfPjhh1RWVgpcrbu7m8XFRYk/8/X1lXQCBW371a9+xY0bN7BarVRUVODi4iIpASqe1M/Pj6mpKbq7uyVnXO0filWhpOUPLsXfUBnqDg4OpKamMjk5KfHASs4cGBgovlsFqQMEJhkXF4e3tzc1NTVotVp6enrw8/NDq9UKU0HdI+7u7iQmJopPuLW1lYiICPHnV1dXy8FExTCrou7o0aM899xz3Lt3j+rqatLS0gR8ZWdnJxMslYLR0NCAyWQiIyODyclJkpKScHV1pbGxkfDwcDIzM9myZYuoNwIDA/noo48ESjo6OkpXV5f45BXUTXELlPdeTQVnZmYEvKn2J2WzUkwSxZJQBexbb73FzMyMPE+9vLwIDQ2VbPjx8XGioqL4i7/4C/R6PZGRkTQ2NqLVatm1a5fspba2tjQ0NLBx40bKy8vZsWMHLS0tzM/P09XVJQ2jgYEBPD09aW9vZ3l5mampKQoLC/Hz85OoQbPZzNTU1Jr4auUZ3rhxI7GxsRLPrHzxCwsL+Pv788ILL1BeXs7CwgKhoaGcP3+eJ554guDgYD788EPJcF9cXOTkyZMSS9fU1ATcjxBWDUcFrVX7sUqjsre3l4OegosrhWFpaanYUycnJzl9+rTYzxTlX4GFi4qKpAk4NDREQUEBb7/9NjExMbi5uUmyxcjICDExMSwtLbGyskJUVBT37t0TgPODwM/+/n6sVitvv/22QAtVAtTExAQREREkJSXJNNrPz4+cnBxR3cXFxfHss89y79494H5jUYEmMzIypOHp4OBAV1cXGo2GTZs2kZeXx8rKijxf5+bmWL9+Pe7u7pw8eZLu7m5GR0eZnZ2lrq4Oi8VCV1cXVquVwsJCEhMTGRgY4Pr16zJ8mZqakprDzc2Ne/fuMT8/zy9/+UsCAgIk/jMtLY3vfve71NfXS33h4eFBSkoKNjY2vPzyyxw5coT169dLOoSKw5ydneXxxx9ncHCQkpISHnvsMdrb2wkICJCmh4oAVwq0lZUV3nzzTYGIzs/PS5y4gh1qNBqxVL300kv09fWRmprKwsICP/rRj1hYWJBkKmUr2rx5szRQ1b2qEshGRkY4duwY69ato6OjQ9LVTp8+LTJ+1ah1cHCguLiYoaEhTp8+jbu7O1arFb1ej8lkktqytbWVdevWodPpBLaYm5sriVeLi4scOnQIFxcXPvzwQz766COys7MlaaulpYWgoCBRqihLmtp/R0dHOX78uNTh5eXlWP4tSWd2dhYfHx82b94sIMzKykq5LtXzXKlkp6amMBqNODg4MDc3J3yXP/uzP5PoSxX7Oz8/T2trqygRHR0dpTmYmZnJww8/zN27d9m9ezdvvfUW7e3tPProo3zwwQfU19eLAvOdd94hOztblC3Ly8t4eHiwtLRETEwMNTU1dHR0MDw8LMpklahitVpxcnKS55BqAm/YsEG4L1qtlt7eXolPraioYGRkhE2bNuHm5ibWWhsbG27evMlXv/pVsTmoSPbY2Fh5DTdv3symTZsIDAzkn/7pn5iZmeGVV17hyJEjHDx4kEuXLolSxdnZeQ2fSkHDLRYLsbGxog4cHR2lv7+fsbExUTC6ubnJ3u3o6PgJwPt/9vrvBsMfednb2xMdHS2SNyUdA0TW5+npKTBGi8WC2WwWz46SIy8sLODk5MTdu3cxm820trZSUFDAuXPnGB4elqlCVlYWZWVl4inW6/Ui2Q8KCuJzn/sc//RP/8T169cl2iUgIIDe3l7ZxNSB02Aw4Onpidlspq+vTx74P//5z4mNjZUDUX9/v2xgSgY7MTHBb37zG5G037x5U2A7NjY2QmEuKSnB19eXsrIyOjo6hCCelJQkOa43btyQTPr4+HjxXit69x963T/3uc/9Qajo3NycFCHLy8vs27ePpaUl1q1bx4YNG7h69apspioiU70naqql/r+rqytNTU3Y2trS2toqskiV0DE7OyuE1+XlZaqrq8XPaDabSUtLk/dO0XQrKioYHByUiDw1BVH51WlpaZhMJkwmk2xAubm5JCcny8/88YODWk5OTgQHBxMWFiaRWNevXxerhlo3b94kJCQELy8vqqur5RBoNpupqan5DzcvVSjCfVWN+t0rKyuxWq0yYVVNIYvFQkZGBjt37uTJJ5+UxoVa2dnZ1NfX4+7uzp49ewCorKzk5ZdfJiEh4VN/huPHjwthPTU1VVJFbt++jb+/PyaTic7OTl599VVCQkK4ffs2cL8pGBER8QllhPL6P/LII9y8eRNAspHVRCw4OJienh7Onj0rh6PJyUmZwAQHB4s3ubOzk5aWFmEctLe3y7RH3Qfq+lZcESVzB/jLv/xLOTgpKGt1dTWOjo6kpKQA9+8DxWUZGhri4MGDonwqKyvDzc2NqqoqtFotxcXFEnF18uRJWlpaiI6Oli56Z2cnS0tLPP7446J6CgoKIjg4WKCxcF/W+/Of/5z169fT3d3NgQMHaGxspKSkRFgfZWVlImddXFykpKQELy8vOjs7GRkZ4cyZMwLd6+3tZWpqChcXF/z8/ASk19fXx8LCgkxeVb53amoq3d3dElF5/vx54D5wWEH8lCTz+vXrdHd3U15eTllZGW+99Za832azmbq6OklYaWtr47vf/S4LCwvS2E1LS6Ozs1PYCnfv3uXmzZsUFBRIpKzyn6rmyuzsLDqdTryeSjYbExNDZmamSGpV42vLli1kZWWxYcMG7OzsMJlMJCcn8+d//ueisvLy8pIIPV9fX55//nm0Wi3V1dUMDg6SmJgI/LtCYXZ2VsjtH98nxsfHRV139+5d2SPVxGfjxo20tbUxMzNDWFiYZJObzWba29vZsGGDTHrd3d1xdnaWqWJXVxc//vGPqaurw8nJiejoaIqKiqitraWkpISJiQm2b98uaT4bNmwgPz+f1dVVysvLycrKIj4+nl/84hfExsYSGRlJUFAQY2NjBAYG4ujoyL59+zh8+DAWi4W4uDgiIyNJSEjg1VdfJSAggP379xMZGYnZbGZ+fp7a2lq+/vWvs3HjRmpqaqQJt7q6SmxsLFFRUaxbt46bN2+SmZmJt7e3WPwqKyvp6enh1q1bZGVlMTs7y5NPPingsOHhYWZnZykvL0ej0RAWFiaTQBXhlpmZSVNTE1FRUdTU1ODr60tPT4801uzs7GTyrBoFqqGvDoNGo1HiixV/xsXFhZycHFEjKoiyisFsa2uThIGwsDBJL7GxsSEoKEj4H4qPoQ5C6t5QoFWlIlEcIjs7O/l+9fX1TE5OotVq+ed//mdaW1slpk+j0XDkyBHS0tKEl/Dhhx/i5eVFY2Mjzc3NElM9MDBAY2MjNTU1AplVqrjf/OY3MlB5//33RdmgmmPj4+M88sgjeHt7Y7VaCQ8P58qVK3znO9+RODqr1UpxcTFRUVF0d3cTHh5OSkoKb7zxBvX19TKBVqkoExMTZGVliULI39+f+Ph48vLypMYJDw/n/PnzjI2N4eDgIJJwOzs7PDw86OnpITk5Wawo6hC0ceNGmRpHRUVx5coVZmZmhJsxODgoKsSVlRU0Go3sKefOnUOn04lyS1mf5ufnsbOzw2q1srKyws2bN4mMjJQm05kzZ3BxcaG1tVUOjmFhYUxNTZGbm4vFYsHX15eBgQFiYmJoaGjA398fnU4ncbgqnUbBxY8fP46dnZ0wALy9vXn55Zf50Y9+hIeHBwaDAY1GIxaB9evXC/Vfyd8VeFO9HqqJMDExIfYIW1tb1q9fT21tLREREZSUlFBQUEBNTQ2Li4syZHJ1dcXb2xsXFxfGxsYIDw8Xto7VaqWmpobk5GTS0tKwWCySpuDp6SlqJpPJxOLiosRuKi6O2k+am5txd3dnenqakZERqdGU1dhqtTI8PExcXByhoaHMzc1x8OBBbt26RVhYGPfu3WNoaIjh4WEqKipobGyUZ0NjYyN2dnbodDqsVivHjh1jeXmZ4eFhcnNzuXTpkiRghIeHU1ZWRnNzM3v27CErK4sPP/wQW1tbYmNjmZmZwcvLi/HxcYxGI7GxsQKPVof+HTt2sLq6SldXF35+fjz88MPodDoOHTrE1NQUJ06c4NixY7i4uBAdHY23tzdTU1MEBwczMjJCSUkJJSUlolBRyh8FWZ6ZmaG/vx+TyYSfnx/Dw8MYjUZmZmYIDw8nLS2N/v5+nn/+eYEp5ufnYzKZMBgM5ObmcufOHQYGBuQ5pexTVquVhIQE/P39KSsrE0jw2NgYWVlZYjMvLS1lcHAQOzs7Lly4gLu7O/7+/mKlUXYDFSmv4qsVOyMxMZHg4GDy8/PF/hUQEIDJZJKklpiYGObm5hgfH5f9YXV1lfb2dlZWVigrKxNF1+TkpFhMlYJTAXc9PT0lneN73/seQUFBknyh1CvKQquU5D4+Pp9aG/9nrf9SDYY7d+7wox/9iKqqKkwmEx9++CGPPfaYfPz06dP8+te/pqqqitHRUWpqav5DCBzcn6y89tprHDlyRLLRf/CDH/Dwww/L53z3u9/le9/73pp/5+/v/781Hf74Ug++hYUFsRgsLS1JTNX09DQRERFERESwbt063NzcRCqswCnKT6YOSyoSRZFn09PT6e7uJjMzUyac3t7eskmfOHFC0h0WFhYktkUBtgABV7W0tMhGriIyDQYDqampAJLd3dfXJxMCdVD29fVlcnJSpjWBgYFrstn9/f2ZnJwkLS2NkJCQNZtJfHw8dXV1REZGEh4ezo0bNygqKsJsNnPlyhWsViuhoaFMTExIcQqfTCVRBx/gDzYf4N8fuOoBpOS2qhHk4OAgB+SJiQnpNo+NjXH9+nUAAbLcvn0brVZLfX09fX191NXVsbi4iK2tLbdv32bDhg0CxXF3d+fVV18Viq7JZJJIt2PHjuHl5UV/f7/EK6noHYPBIB1TgA8++ECgNSMjIxJpNzIyAsDo6Cj79u0TqNXp06dFcdLQ0CBgxpqaGkwmE9XV1UJ7ByQGLS4uDkCAnAcOHOCtt95icXFRkmI+vhTcJj4+HrjPilDJIwaDgZCQEGZnZ6WZAIjF40HFzIMrNDSUoqIiHBwcaGtrA+6nRjz77LOfiMFVS03jbW1tuXDhggA6KysrxQLj5OTEhx9+yMjIiIDRnJyc+OUvfynXkbOzM7GxsRQXF5OXl8f8/Dzu7u7iqVRxkllZWUIXd3d3x8fHB3d3d2xsbNi8eTOdnZ0kJSVha2vLtm3bGBwcJCcnhytXruDs7IxGo+Fzn/vcmmv7zp07/PVf/zULCwsUFRXx7W9/W0CcnZ2d4r9NTU2lpqZGrv+amhq6u7sl51yv12OxWCgsLGRiYkLAhOp9sbe3F8+9RqORmE9VZLm6ujI3N8fQ0BBvv/029vb2NDY2SkqLIusvLS3xt3/7t9TU1DA9PU13dzfV1dVyIC0sLGR+fp5nn32W3NxcuQe0Wi07duygo6ND7kUFxrVYLNIwmZmZESvWyMgINjY2MiFWcWvbt2/n5s2b5Ofnc+XKFSmy1URx/fr1hISEoNfr2bJlCxERERw7doy0tDReeuklLl26JGqhqakp8XXqdDoSExNxcHCgtbWV0NBQyZtWgFmtVrsmStfHx4f6+nouXbrE5OQkzc3N3L17FxcXF0pLS8XrC/dZLYuLizQ3NzM6OkpOTg7Ly8ucOnWKW7dukZiYyPT0NF1dXezbt4/Kykpqamok8nh+fh6j0Yi7uzt37tyR6WtLSwulpaXMzs6KUkIld6hElAeXinZUYE6AJ554gs7OTj744ANmZ2dFseLq6iq/t62tLX19fVRUVMj1/KBtTa/Xo9Pp2LBhA4uLiyKlV9Geqnk8MDBAbm6uNLRcXV0ZHBwkMDCQrq4umdR98Ytf5K233iI2Npaenh5KSkpobm7GxsaGY8eO0dzczI0bN6Q5ppr3AwMDpKamsnXrVuLj45mcnOTcuXN4eXkxNjbG/Pw8s7OzovhTMu5bt27Ja3bp0iWZFFutVlGKLCwscPr0abHHqIhlNVXy8PCQZ6ViHigblYqcUwVwdna2RPU5ODgQFBREbW0txcXFmEwmLBYL3d3dvPLKK5hMJkk6UMkyyoMcHx8v13JoaCharVasTr6+vgI46+npYePGjTz++OPSjFCe67t371JTUyPPdNWIXlpaQqvVCijQyclJrAc2NjYCPJ6amhK5s7e3N1u2bKGhoUGUFx4eHtKgV3LukZERgoODRd6v4J8JCQmMj4/T399PdnY2CQkJHDlyhM7OTl544QVeeuklzGYzr776KisrK7i6upKSkiK/n7OzM/Pz8yQmJopdMyMjg/LycpE4K9hlcHAwc3NzIqseHx/H3d2dubk5pqamuHz5MnZ2dtTU1DAzM0N5eTkdHR309/dTXl6OjY0Nvr6+LC8v09zczNTUFDk5OUxOTooEXcVgq6m64hbY2dnR19cnDWdl83BzcxNJuOLyqCZAamoqTU1NhIeHo9VqpbacnZ1lbGxMUn96e3ulxktJSaG1tVVUMfPz81gsFoKDg4mJiSE9PZ3W1lYiIyPFSqAaykFBQczNzWEymYiMjFzDJ1L2EhUz2drayvXr11ldXWV0dJTe3l4uXbrE3NwcTU1Nwnbp7e2loqKClZUVfve730k87enTp+no6JDn0tLSEnq9XuJvl5eX+fnPf87q6irp6eliA1K17+joKC0tLdKscXJy4qGHHsJkMrGwsIDVaqWsrEy4KyMjI4yOjhIVFUV0dDSBgYHo9XqJgb937x6Ojo5MTEywb98+rFYrPT09kvCRl5dHa2srW7ZsoaCggKNHj7J7926Ki4vlaytwcHNzMxkZGQKezMrKktohNjZWrD/Xrl0jOTlZmnru7u4EBwcTGhpKXV0dn//85/mXf/kXUTHOzMzg6+srTYrBwUHGx8fJz88XZcS7774rKjMXFxcZhv3oRz+iv78fi8VCb28vRUVFhIWF8corr6DRaNDpdGzatIn09HQ5QI+MjIiVQVk4FJzTw8ODgwcP0tHRQVdXF3Z2dqLwDg4OJj4+nt27d2Nvby/1lbOzM3B/SJWamiqWRKXoUw0RpQaLiYnB1dVV7hmlvlH3U1paGj09PVgsFkpKSiRpzd/fXxgQioFia2uLq6srHh4eUr/Y29vzzW9+k8rKShobG2U4u3//fpaWljAYDHI/jI2NkZiYSFFREa2trSwvLwsE0s/Pj9/85jeyZ+Tn5zM8PCzQ9KGhIQCxGM7Pz4uafXh4mPT0dF5++WWpazZv3szS0pJAMFVj9UGr8R9j/ZdqMMzMzJCens6LL74o0YUf//jGjRt58sknheL5/7b+7u/+jt///ve8+eabJCQkcOXKFQ4ePEhpaemaA1NycrIcJIH/n98o1c1WYByr1Yq3tzejo6Mim9Vqtdy8eZPx8XECAwMla1nJ9lXesZJeNTU1MTk5KTn26nM2b94slHiNRkNERATOzs489dRT1NfXMzo6yquvvspXv/pVAgMDhagN94n/tra2FBUVER8fT0BAgFBkX375ZZmawv0mjSKNOzg4iA9806ZNaLVasrOzqaqq4vnnn2dlZYXCwkLc3NyEVdDf309+fj55eXl8//vfJy8vj8zMTO7cuUNSUhJpaWmkpqbS0tKCp6cn27ZtE4lQSkoKZrOZyspK8YeppWLAlERdpZmMjY3R0tKy5n0ZHBykqamJnp4eampq+M53vsPAwAAuLi6cOXNG/r+rqyu3b9+WzODQ0FCZYvT39zM6OrrG6zQ8PEx9fT12dnY0NTXJYa2pqUkKUVXQ29jYEBAQQGhoKAMDA2KhUBnSQUFBQrx1cnLC3d2d3NxcHn/8cZqbm3nzzTdJTU3FbDazurq6JsnBarXy5ptvitc4JiZG2A6K3aB8xqpL6uLiskZC/eCflQfRbDYzOjrK0NAQly9fpqCg4BNd0qmpKcLDw3nooYfktVb///Tp08TGxtLS0rLm3z0ouf20pdFoxKepDmSurq6UlZVJI+Dj/1UNBZ1Oh7e3N+Hh4Wg0GlpaWoiNjcXd3R1fX1+ZhLa3t4tn8POf/7z8PBcvXqSgoIDq6moOHDgg17G7uzupqalrGnrqnlhdXZUG1dzcHM7OzmvuN7hvgWlqahJIa2xsLPv27ZOP37t3j+vXrzM0NCSd+YGBAXx8fMRju7i4KJYOFUukIGRK5bO4uMjU1BQhISESK6tgfu3t7aSkpODl5UVCQoLEis7Pz/Poo4/i7+9PTEyMeMD1ej1PPPEEGo2GU6dOYTKZ5KE8OTlJeno6/v7+lJaWYjQayczMlESEhYUFenp6GBsbE4+yq6urTF9VnNzKygopKSk4OzvT0dHB+Pg4e/fu5ac//SlvvfUWRUVFJCUlMTQ0hI+PD1FRUcKLUJnWymqi0Wgkr9rf3x+j0ci9e/fE+3zhwgWsVitFRUVotVreeecd5ufniYuLk+JRNYgVAFeBlEJDQ+nt7cXFxYXPf/7z7N27l1deeYWIiAgOHDhAQEAA09PTklc+NzeHTqejt7eXDRs2MDo6Kk1CNzc3sSCoZBgVdaUSAkZGRkRF097eztWrVyWZJi8vD1dXV5mQf/DBBywsLJCVlUVPTw+//OUvmZmZEYm0Xq/H399fGq1KfQII90c1Sbq6uujs7JQo4N///veUlpZKVKSbm5uA89zc3Ojr68PZ2VneDwcHBwYGBkhISJDrrK+vj9nZWUJCQiSl47nnnuPUqVNMTk6yvLwsMY6dnZ0y7bl16xYZGRlMTU2tsRfY2tqKfN/W1pbx8XF27NghoEir1UpnZyc3b94kLS0Nd3d3RkZG6OjowMXFBScnJ5KTk/H29sbBwYGSkhJRG6oMe9U8nJiYkOQmBVWbmJggMTGRpKQkdDqd3OtKydHW1sbIyAh79+7lypUrJCYmSoyo5d8SY5SVy93dne3bt7N161Zu3rzJ4uIigYGBxMXFMTExwT/8wz9w5MgRLly4gL+/vxzi/f39sbGxwWAwkJmZiZOTE6Ojo0xNTYnkfn5+Hp1Oh7+/vzCMHBwcJP89PT2doKAgwsLC6OnpkejTQ4cOyb2akpLC8PAwCwsLLC8vy3Tbzc1NgMNLS0toNBocHR3p7u5Go9EQExMjz0pPT09CQkJE8u7q6ir2B51Ox3PPPcfNmzfZunUrd+7cEZBfX1+fQCa7u7vR6XQSD2q1Wrl165Y8S5qbm5mdnZUp9NjYmNQxVquVCxcuMDo6KooFNTmH+0lYq6urBAYGYvm3KNzg4GBSUlLYs2cPnZ2d5OTkUF9fz7179yRiMSEhgRs3bmAwGGhsbJS4QsVCUEkEig8yOzvL6OioHEhiYmLQaDQkJyezfft2QkJCZEqrYgmVnXFqaoqYmBji4+NJS0ujsbGR0NBQaYD39PSg0+m4ceMGcXFx+Pr6ikLN29tbqPwBAQEUFxdLDDNAVlYWTz31FOfOnaOpqUkgqG1tbTg4OEgMaG9vr0BsFeQ1Pj4ei8UiKpTu7m6JC1XJG0NDQyQkJLB//35OnToF3B9y1dbWkpGRgYeHB5OTkxgMBoKCgmSwEh4ejl6vJzc3V1g9yn5pMBikUdXU1CTWKLPZLE03laag0WhYXFwkJSWFsrIyWltbAQQgrlgd/v7+xMXFodPpuHv3rgyOFGyvo6ODnp4eKioqZE9ZWloSOOX09DRDQ0NcvXpVbGDDw8P09vaSm5vLwMAA4eHhJCcnEx8fT3Z2tuxjCtir0jgUG0ClPbm5uQkTJyUlhc7OTrZu3crPfvYzuUe8vLzw8vJi79693Llzh9LSUp588kkWFhbYt28fGo2G6OhoTp48SWhoqHAQOjs7RSHg7e1Nb2+vQCxv3rwpDX1nZ2eCgoKwWCxs2LCBGzdu4OTkxKOPPoqNjQ0ffPABQ0NDeHp6EhwcLKyVhYUFSbpwcnJiaGiIyspKaQbo9Xpqa2txdXXl5MmT9PT08Oijj0pjy8bGhuDgYDw9PdHr9ezbt0++llIwqXpOJYh4enpSX18vB3Wj0SiqnOzsbIxGoyhCb968yejoKMeOHeOpp54SeOX8/Dzt7e04ODjg5OTE8PAwAwMD3Lp1S6KuVePGZDJx7Ngxpqam6Ovrw2KxEB4ezvj4OCkpKTg5Ock17OrqisViQa/Xc+TIERISEqRRMT09jZubmyjWdDodfX19XLhwgbGxMXx8fKitrUWr1TI0NITFYsHZ2ZmBgQEqKyv/YE39n7H+SzUY9uzZI3LoT1uf+9znAGQK/7+z3n33Xf7n//yfPPLIIwB86Utf4sqVK/zLv/wLv//97+Xz7OzsPtXb/X+6HqRZz8zM0NzcLMWTirNS1Nw9e/ZIp6y1tRUXFxesVis5OTlC2x0ZGZEca9WZnpiYwGQyER8fz+9+9zuRYo2MjLB//37MZrPIwpRMMD09nWeeeYbS0lLy8vJwdnYmICBA5ICRkZHcvn37D6YR+Pv7U1FRwcDAAAaDgfn5eTQajWyGZrOZqqoqmZaqzGcVJ/eLX/wCLy8vrl+/Tn9/P/b29nR0dHDjxg3p7KuDUUdHh4BRFFVcTdAe9OpPT0/zr//6rwCyYQFSBD8ou19YWGB4eJiVlRWmpqbQ6/Xi1VK+Mjs7O9lEJicnJadbLTVd7ezsXPN36lChJqwlJSWMjY2J10xNNhVbQUmhNRqNSGHd3Nwk9lOr1bK4uEhubi51dXV8+ctfxtfXl1u3bgk0Rk10H1wmk0kKhF/96lfy90p+dePGDeLj40lNTeXy5cvs3LlTJKOKpq6mv4qunZiYSGFhIfv375cJzu7du9d83/7+fpH4FxcXizwYEI7I5OQkmzdvpqGhQf5eqSU+vlpbW6mqqpJrWjViFLxQeV+VykZ93NPTk5WVFZycnHB2dsbPz0982yaTCRcXF1JTU6XojIqKoqKiQqwJXl5e2NjY0NzcTGtrq8RBZWdnExYWhqurK76+vp/4eZUa4MEGg5OTE25ubgwPD8t1uG3bNqqqqti6dasckB9cKhXjX//1X7FYLBiNRvbt28fevXvlAJmdnS20dvU9l5aWRP5pMplkCpyWlsbMzAzDw8M4OjoK1LKurg6DwYDBYBAyskp0mJub4+jRoyQkJNDd3U1iYiJeXl7A/caN2qOUt7GgoIAtW7ZQVVVFfHw8q6uruLi4EBQUxL59+ygsLOTatWtMT0/z0UcfMTExIVO1b33rW4SHh0tsrrLZjI2N8fd///dYLBb+5//8n5Kn7evrS1NTkzRNVlZWcHNzkwmRoo1/61vfkgJBAVhXVlZwcHCQA4miQNfU1JCdnc3y8jLe3t4kJCQwMjJCamoqnZ2dbNu2jc2bNzM+Ps5XvvIVrl27hkajoaCggMDAQIaHh/Hw8JAYSjXxjIqKEj6EkgV7enqyZcsWWlpaSEpKkvdJkfIffvhhfvCDH2Bra8sTTzwhU+TDhw8LHDItLY3/9b/+l1DAp6am8PHxoaCgQCjwycnJNDU1MTExwbe//W18fX2FpN7V1YW9vf2aPay2tpbJyUlOnDjB0NAQY2Nj3Lp1SyBVlZWVTE1NYWNjQ1lZmXhfFXfBwcGBuLg4IXxrtVra29tl2llTU4Pl3yJCb968KVnv09PTElf3s5/9jI6ODrEyKe98Z2cnL730kthVZmdnMZlMeHt74+npKRPhrq4uhoaGCAgIoLu7m23btmEymfDw8MDOzk6aK8o37Ofnx9DQEFqtltnZWTQaDV/4whcoLCxkcXGR2NhYUewcPnyYr371qwAcPXoUi8XC7373O5Gmm0wmAgMDBQis0gWOHz/O3bt3hX2iQJeKLeLs7ExoaKjs+0rBqKBs4eHhEskWFBQk3Bg/Pz/a2tqYmpoiPz8fBwcHvvCFL1BZWcn169eJi4tjbGyMRx99lN7eXklXqqioQKPRSKqIn5+fyOi1Wq0wJZ555hlaWlrw8vLCarUKZyI8PJyBgQGcnZ356le/yoYNG/jyl7+MXq8X7/vCwgIFBQVcvHhxDT9mfn5eohFPnjxJcnIyX/3qV7l27RphYWE8++yzuLq64ujoKOkY+/fvp729ndjYWOrq6igrKyM6OhoPDw9mZ2dZXl5mx44d3L17l+zsbDw9Pdm9ezfXrl0jMTGR8fFxoqOjiY2NZXV1VdQjiYmJAgCdnZ3Fzc1N0mgWFhYYGhqiqqoKuG+vm5iYoLm5mebmZoEHK1++as6azWZsbGwoKCiQeigoKAgvLy/y8vI4cuQIkZGRJCUl0dTUxLFjx8jIyCAoKAh7e3v2799PTk6OPP9U6opK1vLw8KCrq4s/+ZM/IT09HYvFIk1lFxcXidvr7++nqamJ69evExERIRPjiYkJZmZmCAgIICQkBD8/PzZu3EhjY6OoQvr6+ti0aRMGg4Ho6Gi+9rWvYTAYqKqqYnp6mvLycgB+8pOfcOnSJa5evUpsbCz+/v7k5uaSlZXFr3/9a8bHxwXonZWVxeXLl5meniYoKIj5+Xl8fX3x9fWVw7mnpycA1dXVMmFWKU+NjY0sLy+LakbxPTZt2iTqg8nJSUZHRykvLyc5OZmlpSV8fHxEaaYabFqtlri4OFpbW6V59+KLLxIXF8cbb7zB3Nwc0dHReHl5rYls1el0zM3NCeBPNbVVk01xcDw9PVldXcVoNMr3U4yyuLg4srOzaWxspKGhgeXlZd58800GBgak0aISJEJDQ7GzsyMlJYXU1FSysrIwGAzs2bOH6elp3njjDakv29raRE2goKH29vaSDqGUII6OjvT29opt9MF6KCEhgYGBAaqrq4mPj5fDu4r/vXz5Mh4eHjz99NP84Ac/EBZAUFAQ7e3t6HQ6qqqqpAZW0FytVisAeNVIdHFxISMjg/n5eUmcUMkxmzZtwtXVlT179lBcXIxOp5Nm5YPPG/XeqGFCWFiY7DXKNqb4ExMTEwQHBzMzMyOD29XVVcxmM9u2bSM7O5tf/epX5Ofn093dza5du2hpaRHo4urqKufPnxerkaOj4xpI9rVr15ifnyclJYXHHnuM119/nYiICFE+bty4kStXrrB161YWFhZYt26dKG5KSkrIz8/Hy8uLa9eurbHTKyV8XV2d2HKVxSMuLo6uri4546k6Xlk1X3/99U+tq/8z1n+pBsN/xlKQqAeXk5OT+ObVUjn2Wq2W3NxcXn31VaKiov7Dr6vAJYBM1qOioiSCzGq1iid2eHhYpjydnZ0SgzY4OIhWq2V0dFS8wmqC0dXVxerqKlqtlpaWFn7xi1+ID7isrIwLFy5QUVFBUFCQFCmJiYm88847Mg1SuchGo1E2MSWrnZiYwGAw8N577xEZGcnMzIxMgT9tKcCemqIMDAyIfEk1U/r6+sSjrkAvo6OjeHp6CpREFaiqMM3MzOT8+fP4+/sLTFJ1k8PCwkhOTmZ4eFgi4D6+VlZWuHv3Lhs3bvyDP/vU1BTnzp1jz549XLlyRW7soqIi6WYqb+Dx48fJz8+Xr6fULC0tLQKhUaunp4fl5WWioqK4fv06er2ez3/+89TU1LCwsCAQPuV/nJiYwMfHRzqi0dHRLCwskJqaik6nkwzdnJwcfHx8GBkZwWAwSCzgvn37qK2tlUzhB9fevXtZXV3l/fff5+bNm3KNNzY2snPnTpmgtrW14erqiqurqygWlLdd/VnBgFQspiJt5+TkUF1dveb79vT0CD3Xzc2NrVu3cujQIZHldnd3Mzw8LJBHJcFVloqPL6PRyM6dOwXI9fG1urrKsWPHPsGE8PT0FH+lq6ur3L9OTk4UFBQwMDBAVFQUMTExwH0ZeF9fH0VFRRQUFIjvNjU1levXr/PMM89gMBgYHh7GxcXlD/rblILhQRilq6srQUFBlJSU4OnpyY4dO/D29kar1Uq01+nTp5mdnZWvo2SQvb29dHR0SILF5OQkY2NjEh+XlJQkEsiysjKioqIkBk9NXh0cHMQb3tbWxt69e0UyPjMzI57hB9MpFItldHSUW7duSazT5cuXcXNzExWWXq+XKcTNmzfp7+/HYDBII8fR0RGz2Sy+8dHR0TVT7vXr11NZWcmZM2eIiIigt7eX0tJSnJycMBgMxMTE4ODgwEMPPURUVBQdHR1oNBqam5uxs7PD29t7TRa3ymF/5pln6OnpYXR0lIyMDPR6PdHR0VK0hoWF8cQTT6DT6SguLsbJyYm+vj4++9nPSvqPKnpU8/T8+fPk5+dLbJhqCh05ckT4M0rG2NLSIjGCikLd29vLxMQERqORsLAwfvGLX9De3s709DTp6ek0NzdTW1vLysoKP//5zyVq7uTJk5K0cvfuXZHbKwmlYikMDQ2xuLhIZWWlgN0GBwdxdXXF3t6ejIwMSUoZGhqivb1d4jB37NhBZmYmd+/exdHRkdXVVYKDg/Hy8hKFRWBgoECm4N/BoyoZRPmPlSWspaWFsLAwgRW6u7tTWFiIu7s7S0tLXLlyhaioKAYGBhgcHMTX15eMjAy6urpEEfGXf/mX+Pj4cPnyZWJiYvjhD39IXFwcL7zwAr29vSQnJ6PX64mLi2N0dFRgn3fu3OHUqVMsLCwQHx+PwWBgZmaGlpYW+vr6CAgIoKGhgcHBQQYGBmhpaRF/7MTEBG+99ZZYhZQFZXR0FIvFwtGjR9m5cychISFi37BYLNja2tLS0sLExITA0lZWVkhISCAtLY3s7GxmZ2fZsWMH3d3dFBQUYGdnR3h4uDTjjEYj4eHhEnmo1WolcUO97g82L7dv305GRgbnz5+Xe009J4KCgkhLS6OyspLTp0/T1dXFtWvXSElJwWKxEBQUJHuHsjG8//77ohpR4NGIiAjKy8uFGL+yssL09DSzs7Ns375dEhMKCgp44oknOHHiBKdOnZIm/Pz8PB0dHXR3dwtz5IUXXuDs2bPij+7q6hK1j+L/bN26lcrKSvbs2SP7T0pKivA4/uIv/gJXV1dOnTpFd3c3GzduZGlpiaeffpra2lqCgoKEldTV1UV5eTn+/v4MDAzw7rvv8hd/8RdkZ2fzne98R2KWfX19xY4xOTnJxMSEqGCWlpZEQdfT00NVVZUka6g9bXBwUNJa1HUcEBBAS0sL8fHxFBUVScKGjY2N+Ly9vLyE3aHeX7ivwFSMl4yMDLq7uwkLC6OjowMbGxuuXbvG4uIid+/eRafTyeAkJCSEgIAAPv/5zxMWFoa9vT2//e1vmZ6e5rnnnuOzn/0sS0tLYrMwmUyMjo4yMDDA7t27aWxsZMOGDZSWluLq6oq/vz8jIyP4+fkJaNVsNlNbW4tGoyEpKQkfHx9Rd9ja2rJ79255LQMDA3n++eflYLewsMD7779PV1eXJDx1dnbS0dEhwFOlfB0aGqK+vh5PT09RAxmNRgEHjo+P4+npSVhYGJ2dnQQEBAisXNl6lU3oT/7kTwgKCpKYao1Gw/r166mrq8NkMrFhwwa6u7vZvXs3er2eHTt2iJ3RarUSHBxMZWUlk5OTpKSkYDKZ8PLykqhpd3d3vL292bZtG/fu3cPPzw+NRkNFRQVDQ0Po9Xq8vLy4c+eO1FdBQUE89thjRERE4Orqyvvvvy+H0s985jO0tbVRU1Mjg7fFxUWZdM/MzODm5sbXv/51AgMD+du//VuxJSwtLZGWlibKbWWlTkxM5OzZswInVekO7u7uREREEBISIlGVjz76KH5+fnR0dHD27FkGBgbEJjM6OkpbWxsRERG0t7cLe+XOnTvSkPb396ezsxOdTsfmzZsJCgqiu7ubs2fPCj8rMDCQxcVFkpKSpElXXFzM5OSkDDJdXFykDlLPFmWDqaioYGZmhvj4eLy9veX63Lt3Lx9++KEAFk+fPs0Xv/hFLl26JPu12l9V9KgaaoyOjjI9PU1SUpLYDXJzc0lMTOS3v/0t9vb2YlFW6ieTySQwSdU82rRpE4ODg5KQB8h/u7u7GRgYoLi4WK4RW1tb9Ho9tra2Ev+u1WrZtm2bNNDs7OxIT0/H1tYWDw8PHnvsMYaHh0lKShIekkaj+cTw7z97/V/fYNi9ezc//vGP2bJlC9HR0dy4cYOzZ8/KgxsgNzeXd955h7i4OIaGhvjHf/xH8vPzaWpqkrivj6/XXnvtE9wGuC+1U+Rzb29vke/09PTg6emJt7c3ZrMZo9HI0NAQDg4O9Pb2YjAY8PX1ldizzMxMkf4mJyfLVEjRiBcXFyktLaW7uxuz2czY2JgUcMpv1t3dzdWrVxkaGhJgTH9/PzY2NjIBa2hoYP369QLo+kNLTYYPHz5MbGwsly5dYteuXUxNTVFbW4u7uzsHDhyQoj8uLk5kYeHh4RiNRkpKSoiNjSU/P5+goCDOnDkjU3pbW1smJycZHh5Go9GwsrIihYmHh4fImD/NuqLgjf+RrcXe3p4nn3ySlJQU+vr6JIPb0dGRw4cPC2U7MzOT9vZ24uLipDO8d+9egR86ODiIGgbuk66V705tlPv375fpU3JyMps3byYhIQEXFxc5ADQ1NTE3N0dISAidnZ309fUJEfr69es4OjrKg7m6uhp3d3f6+/s5e/Ys4+PjYlX5tKW64mpy3traSlFRkXjVFBjmQZaBkmWppeLNlPROJVjEx8djNpvFNgL3u63qQL+8vCzy6+HhYUJDQ6XZlJmZKQoAlS/9YJNEKXkaGhrQarVChE9LS1vD3vhDIE97e3s5GCm2BtyXx6qm1oP2FjWFd3V1XWNlUBGGUVFRMkkaHR39gw0Re3v7T1gk/Pz8xAdssVh46623SE5OZmBggCeffFJsM1evXpWv09raip2dHf/4j/8oB8KLFy/S3t7OyMiINGwWFhaIioqitrYWNzc3gX6phBelMgDWeOLt7OzIysqSQ9mWLVuoq6ujvLycxMRENm3aBCB8mjNnzggsUEVrRkREiKRSr9czMDAgMNTOzk5p6ii+xO3bt6mpqeGVV17B39+f/v5+UTEkJyfj5+fHkSNHCA0NlSjT+fl5AgICyMjIkCz6L37xi7z99tssLi6ybt06gVwqErbVamXLli3o9Xp+/etfy8M4MzOT/Px8Ojs7Jd0G7jdL1b9fXV3l8uXL4tVWDWmNRkNPTw9DQ0M888wz0lBWXuSDBw9y8eJFYmNj+dznPsfdu3epra1l06ZN7Nixg2PHjjE5OUlVVRUxMTE89dRTlJaWArBu3To2b95MW1sb3d3dWK1WNm7cyNGjR5mammJ6ehqAZ599lpqaGubm5jh8+LCAGPPz88U7HRYWJoDNF198kVOnTuHv709PTw9f+tKX8Pf355VXXsHZ2Zm0tDSxxjQ2NhISEoKtrS379u0TWxMghY5iMVRUVEhRv337dqqqqggKCqKlpQU7OztiYmI4e/Ysjo6OxMfHMzw8zMsvv0xhYSFzc3P82Z/9GTqdjqNHj5Kdnc2Pf/xj4Xko9syWLVsk6k6pkTo7OwkPD5dprGreWywWSUxaWlrC2dmZqKgoRkdHmZubY3Z2luTkZClCVYpTfn4+VquVGzduyFQ0Li6OiooKPD09xZp28OBBioqK8PLywt7enps3b/Luu+8SExNDd3c38fHxREZG8sQTT/Dmm29K8a6aFWazGW9vb5HL+/j4rMmE9/LyIigoiNXVVXQ6HXl5eRQXF4sNoqSkhKioKIaGhjh27JjEby4uLmIwGAgPD5eozJmZGZGsq2loZ2cn09PT0kiYm5ujt7cXjUbDhx9+iFarpbOzk/Pnz7O8vMzg4KAo8CorKxkeHqa7u1sYNQosPTs7S0VFhcAl3d3duXjxIlVVVaSkpMj07JVXXqGgoAAnJyciIiLYuHEjJpNJFBAHDx6kpaWFiIgI0tLSKCoqYmBggPLycu7duyeJO2p6V1RUhJ+fH7du3cLBwYHa2lqmpqa4dOkSzs7OTE9PC9xPQQltbGx44okn2LNnDyUlJZw9e1bsZevWraOwsJDx8XE2btxIYGAgr776Ku+99x4ffvgh6enptLe3S+xda2sraWlp+Pn50dzcjJ+fH8888wxOTk6cOnWKp59+mrNnz5KcnExFRQW7du2Shvz58+dZv349Dz/8MOfPn6evrw+tViuvh5eXFwaDgYsXL4qcPiAggP7+frq7u4V/NTo6SllZGY899hhLS0ucPHlSZONubm6SSJKeni7NcA8PD1ED2NraEhwcLDaZ1dVV8vLy2Lx5szTfVA2g9kCLxYKTk5NM7jds2EBtba3YUDQazZrhgWJ5LCwsiPImLS2Nrq4uUlNTycvL49133yU2Nhar1cr69eu5ceMGvr6+wjhwdXUlICCAHTt2YDKZJDmnp6eHnJwc3NzcyMvLo7m5GW9vb2Ec9fX18fjjj4t9wWg08o1vfEP2Na1WywcffMDU1BQTExMsLi5y9epVLly4IND15uZm4aWpezc3Nxc3Nzf8/f2JiopibGyMDRs2kJyczOuvv87evXs5d+4cX/rSlwgKCiI5ORmDwSBRmfPz8wQGBpKTkyPDpI8vg8HA1NQUvr6++Pj40NTUJAkBilszOjoqdlrFrwAECJiUlERDQ4PsNer9sLW1ZdOmTZhMJp544gkuXrwoDeDQ0FCSk5P5/ve/z69//WuKi4s5d+6c1DPNzc1MTk5iY2PDD3/4Qzo7OzEajURFRYkduK+vj+7ubtnH1fBSqU3U8EExFlSMrV6v5ze/+Y2o4xSHJiUlRRLKVF2j1FXKPlxfXy9skaNHj+Lg4MDMzAxvv/02ERERjI+P4+XlJYPgwMBApqenycnJoa2tjUceeYS+vj5R59nb2xMREUFeXh5ZWVlMTk5K01XVS6rpvLCwwM2bN7GxsaGrq0sU6uHh4UxNTfGZz3yGf/iHf5Dm9dDQkAz7xsbGuHr1qqTN+Pv7k5mZSU5ODtevX2dpaQmj0UhkZCQZGRky1MnKypK4dT8/P9544w26u7tF8eLj48Pg4CBdXV2fWqP+Z63/6xsMP/3pT/nTP/1TEhISxH/04osv8rvf/U4+50FbRmpqKhs2bCA6OpojR47wF3/xF5/6df/H//gfaz42OTlJaGgonp6eaLVa8co86AcfHR2VTpuzszPd3d14e3sLJTcxMVE6xy+//DJdXV2srKyITFmB1fLz87FYLDJpcnd3Z3V1FScnJ/72b/+Wjz76iNjYWF577TUOHTrEO++8IxCrxcVF5ubm1vhwk5OT1wD/AIGmANTV1TE2NkZPTw8nTpxg27Zt6PV6ampqcHR0lNixuro6mSD29/fj5uYmUk+TyURcXBxeXl7Y2tpSVVUlMKicnBwiIiJEVpWdnY3JZCIzM5P09HTMZjMRERFkZ2fj7+//ifdCEdI/Hhf54Orv76ezs1N80eoAqqI91ZR4aGiI+fl5aT5cv36doqIioqKihOHQ1NQk6Q0+Pj5YLBY+/PBDOjs7JZIxMDBQivAHKfRbt24lMDAQg8FAbGwsjz32mNgVTp48SX19PTqdjsOHD3Pnzh36+/txd3fn3XfflfxbBSL7+Hum1vnz59myZYs89N977z0eeeQRzpw5Q3FxsfgxX3/9dWnKqGtRcR2Uz9XHx4fy8nK+853vSA66ra2tHDzv3LnD4OAg3t7eErczNzdHUVERS0tLxMXFYTQaGR0dFZUN3LfcVFdXS6MiNTVV7g/1utra2gqY8eN2CvXAerCppNVqcXNzw2q1Yvm3eDi432BQjJMHGwx2dnbiFX3QFuTl5UVYWBiOjo7i/1PS909b6mH+oILBycmJ1NRUkbcqH7eNjY00hlJSUiRpAO7fczExMbi4uEimtdVqZfv27ZK4smXLFlpbW9m2bRuzs7P4+fnR3d0tU3MbGxuBXarfUaPRSMEQGxtLd3c3X//61wU8WldXx/r160XBoZaCkMH92NCHHnpIYKD79+/nyJEjcqD41a9+RUlJCenp6TQ2Ngo3oLe3l7GxMcrLy2VyXlZWRnd3NxcuXJBC78CBAyKJn5qaYmhoSKBQmzZtYtOmTVy8eJGFhQV5bQICAmhqasLLy4uysjJaWlqkCFC0aDUpNZlMYlnx8/NjaWmJkpISDAYDv//975mfnycsLEwkxaurq/j4+FBXV8fx48eJiIhgbm6OxsZGenp66OrqEjvZ7du3JaFkbGyMzs5Obty4IZPPRx55RKLyHmz4hIeH4+HhITLL9evXk5GRgdls5tvf/jZwX63z9a9/nYKCAvbv3y/XW1xcHB4eHsJsUdfp+++/L7YXV1dX/Pz88Pf3x87OThQlPj4+MjXt7+/HwcFBopSLi4sFWFhVVYWrqyt9fX0SW6jRaIRJomwYKjpXHQZHR0fR6/WcO3eO+vp67O3tOXbsGJ///OflPnVwcKCxsVHAfikpKQKRVMoJFeGmJmJjY2MCN4T7e7eS3aprOTs7W2JQl5eXCQsLE/Ci4vUoYOCWLVuYnp6WyfDk5CTbt29nbm6O8PBwaYDa29vz/PPPU1lZyczMjMTf3bx5E2dnZ+rq6vjCF75AfX09iYmJ8no9GGunOEpGo1HgaCsrK3h7e2MymaitraW8vJyAgADS0tLYtWsXd+7ckWtgYWEBX19fGXiEh4fj4uIiQFIFip6cnJQJrpeXl9h1du/ezalTp8jIyCAyMlIOUSqOVEVoKzigra0tCQkJzM7OirVRJcJERUWxfft2vLy8qKysxN/fX34W1TDt7OzE2dkZBwcHIiMjCQwM5J133hHInZ+fHyEhIaJOCg4OXtPM/uIXv8jmzZt5++23+exnP0t/fz+7du3C09OT7OxsRkZGqK+vJzw8nN7eXi5fvoyrqytarZYtW7Zw+PBhXnrpJaanp4Wn5OnpSVdXF++88w7t7e2SbjUzMyNQ2draWsxmM++//z4PP/wwXV1dhIeHs7CwQFNTk9gqtVqtMJ9qamrw8PDAaDSSmJjIvXv3GB0dlWdBXV0dKysr0sD6kz/5E06ePElBQQE3b95kfn6e3NxcMjMzuX37NkajkeTkZFZWVkQ94O3tjZ2dnVgH4+Pj8fHxobKyUlI5VldX6ezsJD09XZ5nClqrGBBhYWGkp6cLo0b56tWUVP29UmqNj4+LKlBZOaurq3n66aelaTc7Oyv3pGqCq8OVjY2NcAju3r0r0O7h4WEiIyNFedHf3y+q35ycHOzt7eW+UekuXl5ehISEiP98bm6O6upqQkND0ev18hrPzc0RExMjiTBwX3nV1NQkaRK5ubliVd6/fz8nTpwQJVVgYCBWq1XYMD09PcJ3aG1txcHBQeC+FosFrVaL0Wjk9OnTAv1TAGtnZ2c5Czz22GOSRvXxFR4eTl5eHqOjo3h4eIhXf3l5mYCAALZu3crU1BR79uyhrq6OLVu2iHUvICCAhYUF4R6pFBalqlZWUz8/P65fvy7KCDc3N7y9vcUanpmZSWtrKzk5Oej1evbv38/hw4f5l3/5FwHkKpi3GkZcuXKFmJgYqY2uXbtGd3c3p06dwtHRkYiICAEtT01N8dBDD9HZ2UlXVxeRkZHybDIYDHLAVg0NNTBRdZ46r2i1WpydncX+pqyl+fn5aDQaAUHb2toKLFHVgLGxsQKQVTDWtLQ0SWypq6sjKysLZ2dn2tvbhY+3srIikFSlwF1dXWVgYICuri4iIiKkCfK1r30Ni8XCL3/5S6qqqkR1DkjSSGxsLDY2NvT399PR0cHY2JgohFZXV+U+U3DZ4OBgmpubMRgMcpZVUZ3Ly8uSJPHgwOqPsf6vbzD4+vpy5swZkTsGBQXxrW99S+Avn7YUpb2jo+MPfo6SMn7av52dnWVqagpvb2+h1To7O7Np0ybs7e0xm83Y2dnx0UcfERkZSWxsrHT83NzcCAgIENCNRqORuD64P3WNj4/n3LlzAqRRXmCV0ODj4yP+r/fee4/Z2VmCg4Ol+NmyZYv4rW1sbNi+fbscGNVSEwVFoE5NTRWf9NmzZwEk67e9vV2iED08PHBzc1vjZx8fHxefpJubG4cPH+b9999nYmJCsoQPHDggXeTdu3dz7Ngx7O3taWpqoqioSG6qT2N0KAr9f7Smp6cFEKVkdoB4IlVUkFarZXh4mKqqKt5++23CwsJEitzd3Y3RaOT8+fNCs4X700i4b095/fXXJSbPxsZGbBfqgatk/Eo+rIjhLi4ufPvb36ampoba2loOHz7MwYMHKSws5JVXXlmjuPn4Qfnjy8nJifn5edzc3ER54OnpycMPP0xzczPh4eF4e3vz9NNPy7+5du0a+fn5cvg1mUwC+tFoNDz99NNCOQ4ODpaJmlJD7N69W4qMB5fFYqG0tFQmIWqtrq7y5S9/Ga1Wy+rqKr///e+xtbXl8OHDGAwGuR5DQ0P54IMPPpEcMT8/T11dnfg34X4xpHxpJpNJurnz8/PCBPl4g2FyclIy1tWysbHh+eeflz+7u7vT19f3qcoJpfJYXV2VSaFqbihoYEJCghS6D64HE3IArl+/LhObl156iffffx+TycTq6irR0dHcvXsXPz8/qqurcXBwwNbWVq7pd999V1QpmZmZAviD+/fHxMQE4+Pj2Nvbc+jQITw8PADk2la2kQdXcXExhw8fRqPRUFdXJw9a9dqp/xYXF9PR0UFERAQ7duzAyckJHx8fcnJy0Gg09Pf34+XlJYcjd3d3uQdVOo6yMSgV18rKChEREZIyUVdXJ9PpxsZGhoeHCQ8PZ3Z2Vg4QSoao6ModHR00NDRQXV2NwWDA2dmZnJwcQkJC6OrqIiQkhJaWFgYGBsjKyuLevXvMzMzQ19eHm5ubFC+jo6OShKIOQ1arVYjvCQkJbNu2jaWlJaKjo/nsZz/L5s2bee2113B0dOTLX/4y77zzjjAm9Hq9TD3m5+dpaWlhcXGRo0ePsrS0xPj4OP/0T/8kB7r5+XmRZAPisV23bh1RUVGyp66srAjEtaSkhI6ODsxmMy0tLSwtLTE7O8v4+DjV1dWUlJSQmZlJf3+/MGsaGxvx8/MT65HRaGT9+vXodDpRNE1OTrJhwwbGxsYkZUDJ3JW8WdHwn3vuOY4fPy4pAcvLyyL79/DwoLOzk8TERJ5//nkcHBw4deoUbm5uws1Qy9PTU4pQlSqh1WoJCAhgcXGRoKAgaeg+9dRTa/YhZf8ICwvDarXyox/9iJKSEmZmZnj++edxcXGhvr6e5uZmmpqamJ2dxd7enkuXLtHY2CgA1bGxMTw9PXnkkUdkIjg5Ocnhw4eJioqioKCAY8eOsW/fPm7fvi0HEnVg3rNnD/X19Rw4cACz2czf//3fc+PGDezs7JiZmeFf/uVf+Ju/+Rs0Gg0JCQlYLBb27dvH1atXOXjwID/84Q+FPaMYDdPT07z00ku0tLRQUFAg+9zGjRspKyujvLyclZUV0tPTiY2NxdPTE19fX4aHh2lsbOTxxx9ny5YtkjySlJTEyMiI+NOjo6MZGxsjOTmZlpYWXF1dCQ0N5eDBg5JwNTQ0RF5eHra2tkJ5h/sS6PT0dGnEvfXWW/j7+3PlyhU8PDyESzI0NMTQ0BA6nQ6dToeNjY3wqhQ809vbm9jYWL7xjW/wwQcfcOHCBdra2uR6UykVs7OzAkNU+68CoKlrYu/evWRkZHD79m1cXFwYGRkhMDBwTX114MABjh49Kn7ynJwcLBYLgYGBODs709DQIDA/uD9cunbtGjY2NrS1tREfHy/AR6PRKFF1mZmZHDt2jPj4eCHWK4aTkl2rpqpKk+ro6BDmiBrG2Nra8s477/Dwww8L/0hBCM+dO0d5eTn29vbSaNJqtZSXl2O1WmltbcXZ2ZnR0VHm5+eJiIgQeKOi4vv5+dHY2IjBYMBsNhMVFSX2HRsbGzZt2iTJPXV1dbS0tPD+++/L79/Y2ChR38ra1tzcLEoIo9G4pm5Uwy5HR0fWrVsn/BN/f3/WrVuHxWLh0KFDdHR0kJSUxOTkJI6OjkRGRgpPS9nnPvzwQ8rKypibm8PW1pazZ8+KnS44OBiTyYSdnR3vvvsuqampjI+PS70+OTmJk5MTCQkJAolVkYBwP/VH1RCDg4Nib/roo48wm828/fbbUssp/o869FutVt5//33a29t57733WFlZYcOGDcTExKwB3CqbWEdHB48++ih79uzh6tWrdHd3s7KywqVLl6RZrBKx8vLyJOZcqW5VrKlSDFy6dAmz2UxwcDB+fn5s3ryZEydOrKlpVJ3S3t6+pt5S0n2lantwKLK4uCgsCriv/uzo6CAkJISwsDAiIyMpKirC3d1dLMl2dnasW7eOkJAQLl68SGJiItHR0ej1emFG2dvbS22lro+Kigqx/ig1rmKVVVRUcODAAYmzvnPnDkFBQbS2tvKlL32JkpIS3njjDVZXV0W5WFlZiaurK3l5eZI2dObMGRwdHamtrSUgIIDU1FQOHDiwBqJuY2PDnj17GBoa4saNG1y/fp28vDzi4uJEIRwYGMjq6qrE0yu1ycLCAn19faSnp0uqXXJysjQSjh8/LmwhrVZLTk4OxcXFAikPCwsTm7iKqZyZmSE0NFQ4cn/M9X99g0EtRQVeXFzkgw8+4KmnnvqDn7uwsEBLSwubN2/+P/4+Ss6m2ArKkxgYGIhGoyEqKgpXV1d5SLm7u4uXR0kYNRqNwIXUpKOmpoaJiQmBDC4sLODj4yOTTZ1OJ7A2QIjIipeg5OBarZaamhpaW1uZnZ0V0NvHDz+dnZ0CXenq6mJ+fp5t27YRGxsrh7i8vDz+6Z/+CXd3d9zd3Wlubqa3t1cghEq+OjY2RkdHB+vWraO4uJienh4KCwvx9vYWMGBNTY34m1TSQ05OjnAcjEYj3/nOd3j//fcBiIiIkAP+9PQ0RqORmpqaP/i+WCwWoQ97e3vLxFd1FgcHB+U9P3nypHigFEQpNzeX+vp6KRhPnTpFUFAQbm5ua7z5vr6+oiwIDQ3FarWSm5uLi4sLbW1tpKWlCcU8NjaWhIQEampqxJs2PDwsHWVHR0dSUlIkgkzFBw0MDODk5LSGBP/gunr1Kk1NTQKjUgeG5eVlXF1dxT/4IMNAp9ORkJAgtgoFP/P395fr6OPqESVDGx4e/oNxkyoW9ONLXYvqeldk4gfBnHC/WbJ+/fpPRMaqyKqQkJA1P4/VapUo0LKyMpnuqvft4xYJ5W1/sMEArPk5HmxIfXwdP35c6NL29vYMDAwId0NJ6J544gnx3f6h1wn+vRGiAKqKlr+4uEhYWBiDg4P09fXR2dkpcaPLy8vs3LmT3bt3YzQa+dGPfiSHtHv37gH3r23VHJycnOSb3/ymfM/IyEg2b94snXClfIB/T03R6XSSKKIm3/Pz86ysrGAymRgaGuKJJ56gqKiIsbExeW/V4djW1paIiAjCwsKA+3tTd3e3RIWuW7duTSKHjY2NFIVqb1PTMBsbG9kb3dzc0Ov1EpVbUlLC0tIS/f39JCUl4ezsTHx8PNXV1UJtbmpqEjL9yMgIkZGRpKWlsXPnTskgV88JuN88TE5O5vDhw3R1dVFYWIhWqyUxMZGysjKcnJxIS0vjwIEDdHV1ceXKFWpra5mfn6epqUkiJNWetrKygpeXF66urjz88MPShJ2fnycyMlLeUy8vL5aWlpiamiIsLEwk6+r9UbFkKtLvzTffxMvLS+S3Dz30EPfu3ePixYsCBHR2dhb1UWVlJXq9Hjs7O2xtbXF0dKSiogInJychrNfX1+Pi4sKVK1cwmUwyoenu7pZp6dzcHHNzcwK/slqtbN68GXd3d1G3JSYmUlVVJfuFjY0Nubm5XLx4kejo6DVWLzc3N4xG45r7Qqn37OzsGB4e5tq1axiNRgoKCoTXoa75jzf91YFNAVFtbGyk6To9PY2Pj4/EkYWHh9PV1UV+fj5wf6q4d+9eioqKyMjIoLGxke7ubpaWliRqcHp6WhJalIpQAYmVvLW/v5/f/e53ku7R3d1NSUkJ9+7dQ6vVYrVa+fa3v01ZWZnEOyuFmjp4BAUFMTY2hl6vx2g0SqF669YtST1QMGQVH9rb28sXv/hFOSzZ2NiIBH1ubk4UiepAotSFISEh6HQ6Hn/8ccLDwwkMDGRwcFCijtX9qe49pYBRP/vY2BgTExPCGzh48CC7du3CZDJRX18v7A0bGxvOnj3LysoKjz32GGFhYdIQUokRSgatIt8yMjLQaDR89NFHtLe3c+LECbGTFRcX09TUJAkDim+j1WpFtai85EtLSxKzW1ZWtgYuqCB+Kt3lwoUL0rD18fFBo9Gwbds2acoq5sPo6Ki8Dn19fezcuVMi5err63F1dRUgtLKXKPl1WloacXFx9PX1ce7cObG0KYCwvb09CwsLbNu2jaysLAGnqmhaBZBUn+/r64urqyvHjx8nJCSE1NRU+VyVbqGGBHNzc1RUVEiigYriNZvNrFu3TvhhKn1EXSdOTk4Swdrf3y/3v6enJ+7u7gQGBpKRkYG9vT0Gg4G9e/dK8o6qmdT7rJImUlNTKS0tZXx8nJKSErFiAKKeUtwLBe5cXFwUm6BqYoeFhRETEyPgSpX+dOnSJcLDwxkcHKSjo4PMzEyxddrY2AhcPCYmBr1ez8jIiCTjZGRkiLJz//79AiV9/PHHRWLv4+ODq6srU1NTlJSUEBQUJDGW+fn5XL9+XV7nxsZGUWooi6Gfnx99fX3odDpcXV3p6ekhKCiImJgYzGazDEvDwsJk6LR+/Xru3bvH+Pi42OsGBgaEr/TII4+wb98+sVhHRkbywQcfiE1CLaXWWlhYWDNwUGcHq9Uq3Am1Pl7fqSQbNzc3Nm7cyK5duwQkq5Ro0dHRdHR0SEyvaignJSWJ4i4sLIzZ2VlRQqsGh2qKj46OCrg0LCxMFMKK+TI8PIxOp2NgYIBvfvObYvM6cuQIU1NTlJWViTL6wbSgqakpampq6OjoYGFhQaKPAWmSBQQEyOvb0tKCxWLBxcVFzjw9PT3Mzs7y4osv0tHRga+vLxs2bJBnand3N9/61rc4ceIEFouFhx56SOLDx8bGBDSr+Fdzc3NMT09jtVplQAFQWlqKi4uLDF7m5uY+0Zz/z17/pRoMKqtera6uLmpra0WyPDY2JgcsgLa2NuB+10wdyp577jmCg4N57bXXgPvRb/39/WRkZNDf3893v/tdVlZW+Ou//mv5Pt/85jfZv3+/FHL/+I//yOTk5Jop5v/uWrduHY6OjgJrVBmlISEhEl+3ZcsWvL296ejoID4+nsOHD/PWW2/h7e0t0Yj79+8Xr5QCHnV1dWGxWISUvLi4KBeXjY0NDQ0NvPbaayL1VRKhuLg4wsPDCQgIICYmRjZCRWBdWlr6RCLB8PAw09PTlJSU0NnZydNPP82NGze4fPkyAQEBVFdX097eLlF6ISEhkt9qb28v8h/VtQ4ICJAEhc2bN4sX383NjU2bNhEaGiqTyZycHGZmZnj66acxGAwS5zU9Pc2GDRswmUxrZPO///3vhcT+4AFpaWlJ4v3g/gYxNzfH5OSkTAfUmpubo7+/nzt37kg3+PHHH5drSKUkKK5ER0cHXl5eNDY2CtEf7h+c1QasYJXKjlNdXS1+r5aWFmkcNTQ0yM9SX19PZmYmY2Nj2NnZ4ezszPLyMv/4j/8o3m+9Xi/+t4+vlZUV9Ho9KSkpoqyA+w0jFRek4uTU5FSBZpTvG+432aqqqqisrJSC5OM8kv7+fpFZq98/JiZmzfdVD6BPm/4/+Hfr1q1b8/0fXJ+WNuHj48P4+Djr16+Xn7e1tZX09HSZRCYkJGBnZ4der6e0tBS9Xo+zs7N022dnZwVW5+LiwrFjxz7xfUpLSwkNDcXJyWmN7QLuNzRsbGzYtm0b7e3tpKWlkZuby+joKNu3bwfuS+J0Oh1BQUG8++67zM/Pc/DgQVxdXSkuLmZ8fFwORXfv3kWr1crvBIgtRXXqlQS6sLBQmiW7du3Cz8+P5eVl/P39SUtLY2RkRA4+xcXF5OTk0NfXR2FhIaurq3KNKujR5OQkZ8+eXWNjaWxs5PTp0/j6+tLS0kJTUxNhYWHCDRgYGODevXts375dfJZjY2MCEXN1dSUwMBBvb2/c3d2lQaUSBNQBJDs7W76nOiQpe1V9fT0eHh7ExcUREBBAcHAwDQ0NciiG+01dX19fAgICqKmpISYmhrCwMC5evMgXv/hFAdK2t7fj6+vLN77xDY4cOcL169cZHx8nMjKS3t5eoee7urqK71ej0TA1NcXU1JSkV6gMagXGUmo2JR9PSUkhJSWFq1evkpGRIaDF+Ph4/P39OXfuHCaTCZPJhL+/v9h8FFQuMTGRQ4cOyWuiors2b97MyMgIHh4eMsnRaDSEhIQQGxtLcXHxGtuUh4cH169fJzo6Gl9fXxobG6V54uzsjNlsJj8/n/b2dmk4fP/7319zDRw+fJj29nYeeeQRdDodLS0taxpUcH9/VAcGlWRhb2/P2bNnWVhYEDaKSjWamJgQWe3Hm4+KofLg8vLykqaQSsPo6OggPDxcAI7KAvdxDo+dnZ1Euappz+zsLDqdTg57qqiLj4+X5k5UVBSenp6SNKNqgxs3bnDw4EFpeExOTsrvrtJ/VFNtcHBQpNnu7u5otVoiIiKk0aGei2lpaRK3aTAYKCgooKurSw6Zyn4SERFBUlIS7e3tuLi4sG7dOnbt2kVhYaHYEOzs7PjCF75Ab2+vHNaNRqNYM5QiMjs7m2effZb09HTx3s/NzfHkk08SEBBASUmJwM6UoqeqqkqaoOqe3rFjhxDNFRfo9u3b9Pb2impneXmZ6upqoqKi5CCuEgkGBgakIWAwGLhx44aAQxUZf2RkRKJu4X7jXR3Mlcw+Ly+Pvr4+4uPjRZ6uXjMFKra1taWyspL+/n5mZ2cl4tHDw4Py8nJWV1dpa2uTSMD09HSxThiNRpKSkkhPT6elpYU9e/ZIE9rJyYmrV69Kw0qpE7y8vCQuT93H09PTUo+opKKEhARpeJ49e1YOdJmZmezbt4+Ghgby8/Ol8Wdra8vmzZspKCjAwcGB9957T+Th6t+OjIxIzWljY8PExAROTk7k5eXh6+tLT08P4eHhrFu3Dl9fX/bu3SuNZLjPBMjNzQXuDyzU+2tnZ8e1a9cYHh6WJr6Li4tELLa0tMiAzWg0sri4yPDwMHNzc8IOa2pqIjw8nO985zv89re/xcvLi4CAALEX5OTkCHRWNdmKi4tpaGjAz89PgJA2NjYiUQ8MDJQGuK2tLQ4ODqSmptLW1iaHRXWPqn1WNfJUHLaqDVRkd1paGvX19fj6+gq3IiYmhqKiIg4cOEBMTAy9vb0UFBSwsLCA2WwmNDRU+CiqXgwKCsJsNtPb28vc3Bzd3d3Mzs5Ko02v17O6ukpvby8ODg5in1NAypWVFXJzc8Va+95779Hd3U11dTW2traSNqFYSJs3b+bxxx+nvr6eDz/8kIiICGxtbfH29qa/vx9nZ2fa2trYunXrGriog4MD4eHh/M3f/A1nz56Vj6lJu2owKOWOemYp1RIgLAAFRVb13+zsLO7u7sIiCw0NZc+ePayurrJ582ZcXV25desW7e3taDQa0tPTBbA7PT0tIHZ7e3vGxsaEuTI7O8t7772H0WjkwoULmEwmuru7JcEtMjKSw4cPi1IzKSmJrq4u9uzZI9wcFxcXlpaWZIBhZ2dHdHS0wLDj4+PFdqvU2Yp/pJTjpaWl8rPPz8/T2trKT37yEywWC9HR0RQWFsprOT8/z3e+8x16enqYnJzkV7/6lZxp1SDX29ub3NxcPDw8GB0dZfPmzXR3d2Nra0toaChw3871Z3/2Zxw9epR169axtLT0iUHcf/b6L9VgqKysZNu2bfJnxTh4/vnnefvtt/noo4948cUX5eNK4v2d73yH7373uwD09vaumT7Oz8/zd3/3dxgMBlxcXHjkkUd49913RSIM9x8ehw8fZmRkBF9fX/Ly8igrK/sEpf5/Z6n8btUN9fDwYHx8XOQ/Hh4eJCYm4ujoyPr169m4cSOtra2SYe/u7i6dSUVHd3Z2RqfTyZ+VJHvLli0CxnFxccHNzY2oqCjeeOMNdDodZrMZW1tbAgICpLOqiLEqscFsNpOdnS0XrVo3b96UDq6fn590ib/xjW/g7e3N66+/LvAbd3d3goKC2LRpk/hbw8PDSUpK4tChQ8TFxfHWW28RHR1NW1ubeAGVOiM+Ph4PDw/Jr1fFS0pKisQUOjo68tBDD1FcXCyQHuUdNZlMBAQEoNfr10SNms1mmXTC/QPl9PS0/E99P0CK16GhIYn7KSkpYXV1Fb1ez9LSEsPDwwwPD0vmtKIb37t3TzbZoaEh7t27J9CazMxM+djExASVlZUCDbRarXR1dTE8PCxyfgXIuXbt2ppkkKamJmJiYigvL6e9vZ3o6GjpUD+4pqen8fPzo6qqit7e3k98XMm0k5OTOXPmjOSVOzk5ScyfWklJSfL9k5KSiI6OBu777lS0p4+PD4888oiAL48dO0ZiYqL87H9IwfDxpVQwqvj6f1uBgYFyKIL708OHHnqI8PBwKe4zMzMBaGhoIDIyks7OTik04b7UPCAgQKR8n7ZWV1d59NFHKSwsFEDf+Pg4g4ODmM1m4uPjKS0tlWbojRs3JG1kdXUVi8UiPkPlOb58+TKBgYHcuXOHuLg4nnnmGeD+/R4eHk5wcLC8Dg/GYKkseyX5dXV1ZefOndKgsFqtAvAzm80CgFQqoeHhYTo7O7lz586ag1htbS02NjZkZmYKXAkQOGF6ejparZbe3l727t0r07He3l6xeSiVwcTEhEyIVU60q6srAwMDa1RSMzMzVFdXMzQ0JIkmHh4e2NvbC0VZFXV2dnbMzc3Je+fo6ChT77y8PAG3KbXDnj17mJmZkdgqBbpycHBgenqawsJCAU++++67wP3GXlZWFp6engKMVSyL8PBwCgsLaW9vJykpSXyhD07WAIm2CgwMxMfHh8zMTLGYuLi4EBsbi6urqxyglF9WNYq6urr46le/SklJCe7u7p8KrVVeadV0cnNzIyMjg61bt2IymdY0a1paWigvLxdgWXBwMK6urlRXVzM6OiqqGrPZzJUrV3j88cfXNBfUUrGkimPy8eXo6MjCwgI2Njb4+/tTXFzMli1bZJKn2DRjY2NERERQVVVFVlaWREcqv/rU1BTV1dVcu3btExGuDg4OQhlXcESDwUB7ezuf+cxnpHCdnJxcA6tVcuLFxUVCQ0M5efKkqPeam5txcXGhpaUFHx8fgoOD6ejoYGBgQBQw8O+gNJ1OJ8/D1dVV7OzsJIYS7u8zBoNBJOLq2ejt7U1iYiJGo1F89evXrxeWj3rPLBYLS0tLNDU10dHRQUVFBRMTE/zud7+jq6tLlFJbtmzh0KFDVFVVCTthfn5eJuIODg4CJH733XeZm5sjPj5e6pDe3l4iIiK4ffs2fX190thXkLuWlhbq6+s5f/48Y2NjZGRk0NDQgKOjo+xFgYGBMsg4ffo0Y2NjzM/PMzY2RnZ2NgEBAeTn51NdXU1ERASpqaliD/X09CQyMpLy8nLhR9y+fVtUSlu3bsVqtWIwGJienubUqVPSIAKEpREdHS1qi5SUFM6cOSOJVoo8r+o8jUZDSkoKf/qnf8rFixcFzqZg1zMzMxw8eFAiwDUaDTt27JDY5oqKCnp7e/noo4+Ym5tjZmaG/Px8YmNjCQsLIzs7WywMMzMzlJeX09DQIAMEtRfp9XoqKyuxt7enpKSE5eVlRkdHKS0tZdOmTQQHB+Pk5CQHhdXVVZaWloTFow41N27cYOPGjaJE7OnpwcnJCS8vL5KTkxkcHMTd3V0O1oODg+h0Ojw9PQWaWlVVJSkbH196vV7ippuamgQSuWfPHu7cuUN6erocnJKTk2XiHRcXh1arpbGxkYmJCSIiIiQdS92P6v24fv26cHrCw8MFaB0SEkJvby+Dg4Pcu3cPOzs7xsfHGRgY4O///u8lqaWmpoaenh50Oh3PPPOMwG+VGvT5558X1amqbxsbG0lOTha1QGxsLBqNBnd3d9LT0yWqXcWLKnvi/Pw8mzdv5qmnnmL//v1cuHCBr33tazg6OkqyysmTJ7l9+zabN2+WxqpSwSoYokrOUPe5UtMUFBRQWVmJj4/PGoWLYnpdvnyZsLAwRkdHWVhYYHJykrKyMoGOms1mUTN/9NFHAmCemZmhsrKSgYEBFhcXuXfvHnq9Xhodqjmv1sDAgNRJ6hyiFAgKsPig6kHtjWqpAdPk5CT29vZS/42Pj+Pq6kpHRwc7duxgenpa9ldlCcjNzaWtrU0aPFNTUyQmJgr4Xd3/Dz30EA0NDYSFhdHY2Mj3vvc9nJyceOyxx6ivr2dgYICBgQHs7e3x8PBg586dAJw8eZKEhARp2KgBk1JaKrbQ1NQUaWlp9Pf3SxxtXFycWH6Sk5Mxm81kZGRIOs1XvvIV9u7dy8rKCj/96U/p6+sTpYaTkxNf+cpX1jxPVldXKS8vx2g0smHDBmE6aDQannzySYmGT0pKEkC6auSrOryoqIgdO3bw/vvvo9FoROn9x1z/pRoMW7du/Q8PGC+88AIvvPDCf/g1bt++vebPKh/8P1pKdv//xVIeQF9fX/z9/YU+HxMTw9WrV3F0dKS4uJiWlhYcHBzIycnh7bffxsbGRnxjKysrUnhZrVauXLlCb2+vQLEUV6GsrExubuWPe/TRR1ldXcXV1ZWf//znbNq0iaamJuB+cerq6oqdnZ1MdtS05cFJPyD54/Pz87z22msy5dBqtXh6epKYmMhDDz2EnZ2d+Mbi4+OpqKhgfn4ePz8/jEajRNukpqZisViYnZ1laWmJmJgYDAaDTIAGBwfFw67kR/Pz85hMJilIvby8OHDgAKOjozQ0NLB161Y5PKoDkPJhAzJBfDDuUK/XC4Tswc9dXFzk9ddfl5v029/+tkhlFVzx3r17VFRU8JWvfEX+XVdXF9XV1XJAvXPnDllZWbi4uAjhWhU5S0tLAqJcXV3lZz/7GSsrK5w4cWIND6GwsJDY2FiCgoIAJKpNSdmVT/3T7hUVmaXgXg+uiYkJioqKcHNzkyacUrAo3+qnra6uLm7evCkNgOHhYQoKCpieniYqKorJyUm5hywWC3/5l39JVFSUSBGVJeXq1auyASqQ38fXwsICs7Ozn/qxj68HqfdqDQ0NMT09zejo6BqPrIJZKWgWIA9MdcD5tDU5OSkddLVKSkqIiYkhKyuLgIAANBoNzz33HC0tLWzcuJHz58+zb98+Zmdn+e1vf4uPjw9eXl7A/cPYwMAAPj4+xMbGYrFYRL0yODiIk5OTxMENDQ3h6enJ2bNn5Ro6dOjQGiXJg9RgJaGPjo7G2dmZ6OhomYgoSJ6KmXpwNTY2YmNjQ09Pz5q/r6mpwWg0EhMTI4RiRUB3dHTEYDBw6dIlALkn1b01NjbGnTt3GB4exsbGhqNHj66hZys43czMDFVVVezcuVPgX4uLi0RERHD8+HG5XpRXe2xsjPHxccxms8CqVEHY399PWloaOp1OCpyFhQV5oOfk5IhPWCm5VCrK8PAwq6urUmyNj48TFBREc3OzQHBv3bpFQkKCHLbUa6vuQ51OR29vL0VFRQLsU82Hj9tzHB0dmZubY3FxUTgtN2/e5Pvf/z43btyQKaxaisNgNpul0BoZGcHR0fETMcxqOTk5odPp+Ku/+ivGx8e5efMmnp6eREdHY2NjQ3V1tchz9+zZw65duz7166imwh+yZak4VcWlsVgs+Pj4MD09LYwVd3d3zGYzOTk5ODk50dDQIPdnVVUVcP9aNhgM4mN+cOl0OoH9WSwWlpeX2bVrlzzTfHx8cHZ25s033yQoKAiNRiMQx76+PmpqakhMTGTv3r309/fj4+Mj8DyVQKL8yhaLheDgYEljUQc8pY5T/7VYLGg0GvLy8gBwcXFhcXFRko8cHBzk59NoNBIVrZpmylus9nk1iVfRb1qtlpSUFKKjo0UJ2dfXJyoVZdFwdHTk7t27NDY2YjKZOH36tMRz63Q6KisrpQFXW1srCpavf/3rwjZycHCQ2gHgqaee4ujRo1itVp5//nl+8pOfiPUoNDSUz372s2g0GhoaGoiNjeXu3bvExMSg0+lYv349Z8+eZdOmTZw6dUom4Xv37sVgMLBlyxZycnJYXV3lxRdfxMbGRpQCMzMzfPTRR5SWlvLss88Kj0BZSF944QXx+2dlZQlhf3BwkMHBQV588UVmZmbkMKMiVKenp5mfn8dqtbJjxw5OnTolkFxnZ2ehzCu7pZrmq2ajwWCgtLSUyMhIsrKyGBoa4sc//jEhISE8/fTTzM7OMjw8LIwn1QyNiYlhaGgIFxcXsT/t27cPLy8v2VMjIyNpampaEyHc1dVFQ0MDv//979Hr9dy6dQt7e3sBUvb19fHRRx/JRLq3t5fV1VU+97nPsX79em7evCmRlAo0p6LEVZqTSp14kGOklo+Pj0TpNTQ0SIpRZ2enRCUHBgZy/vx5sT7AfaD0+Pg4Op1OrGVK+ZWens7TTz8t9tcDBw4QGxtLS0sLu3btorGxkeLiYnx9fSVBTHHGIiMjqa6uFivAL3/5S86fP8+ZM2c4cOAATz75pACmTSaT1GPLy8tkZGSIJVod0HU6HTExMXLv+vv7c+DAAe7cuSMKG+WNV0lhu3fvlgjXuro6zpw5Q3l5OePj44SEhIhaQykelHooICCAiIgIsrKyhIF279490tPT2bp165p91tnZWRrV6hpSIMycnBzgvjLto48+Ijo6mh07dtDe3o7BYJBrQU3iExISKC0tFbsSIEq6xMRE4aYo66LayysqKvD19ZUhwYMKhv+dYdHi4iIeHh5cvHiRu3fvMjIyIlwktU+qBvKDAygfHx9efvllrl27JpGSTk5OODk5UV5eLok4Hh4eonJUh3IHBwd575uamkhLS8PR0XHNsFl9rq2tLcPDwzLIbG5upr29nYWFBUwmEyMjI8I2sbOz45lnnmFsbIyQkBB6enowGAyUl5eTm5sr95CCHqt7Du6foUwmE3Nzc7z33nuYzWb5WZycnJicnBSLqVKDWywW7t27Jz+DiopXjbi8vDz5+soyNz09zdzcHImJiaJy+mOt/1INhv9/WK6urjQ1NbGwsCAQH41GQ29vr0hCVTdwaGiIkydPUllZCdw/zCwuLjI1NSXF9sLCAjU1NeLvdHFxQaPRMDc3x82bNyWmTUV4HT16lOXlZQGMqIJH+ZWCgoKYmZlhYmKCsbEx8YcqqAgg04Pjx48DCAQxNTVVHoTqYK0o2aOjo1RXV9PT07NGztrW1rYmAlBZCFRGtgJDTU1NiXe+p6eH7u5uzp8/L/FMx48fp66uDkB8Tjdu3BBKsYr0HB4elu9VWVlJS0vLmvdncHCQlZUVBgcH13yuWmrKVFFRQUVFBbm5uSKv7unpYXh4mPb2dvl81cxRxbKyWjg6OlJTU8PWrVuFiJuQkCCfp4jEirz+4Nc0m81YrVaxDKjub25uLufPn0er1UrKwcfX2NiYdNwfVHPAfdljSkoKDz/8MJmZmUxPT8uE4A9FPwJERUXh4+NDT08Pd+/exdnZmXv37knE44P/NiAggIKCAurr64mLi5OsX3V4VdMFGxsbfvazn33ie83Pz2M0GkUO+3+yZmdnycvLw2q1Mjg4SGNjI4BM6VTsmmrKra6u0tPTI5/3aauvr08mUGp1dHSQkZGBu7v7GjuMkl9brVbx/6prVckNVaqBgrCqolKj0bCwsMDy8jKTk5NCsI6NjZUDtLe3N05OTvK1H1xzc3OUlpYyNjbGyMgIFouFlJQUmYSrh7qSqz+4rFYrKysrawqN5eVlUXCFhIQIX0I1PdTvqq5nBRC0t7eXA7zZbGbr1q1cuHBBlBgPLvUwnp+f59q1a3h7e8vkq62tDR8fH2lSGQwGRkZG8Pf3JyAggN7eXvEJqzz31tZW1q1bx/LyMm1tbXR1dXH06FGMRiPT09MEBQXh7OzM+Pg48/PzHD9+nMHBQVEzdXR0kJ+fL3F9QUFBVFRUyHusaOnKy62kteoAvmHDBq5cucLGjRtJTExcc818WuKJajDY2dmxd+9euru7Re5569atNWyC5uZmCgsL1xRqQ0NDaxoMKllF8RaUlUIpQxSjISsri5CQEE6fPo2npycjIyNCBf+09WCD4UHYrFpubm5yGNm2bRtOTk7cuHFD2DvKv61I8g/+TmopGNyDX/PjsbBLS0sigffz86OnpwcXFxd5biUlJZGSksJDDz3ESy+9JBOpmpoaYVa89dZbaDQa8aoqC15PTw9TU1PyXG5vbxeVjmIlqGfAuXPn5GcaGRmRtJDu7m6Jz9RoNAQGBgovR+3l/v7+TExM8PDDD9PZ2cm7774rEzpldejv75dD1vz8PEVFRQILi4iIYGlpicLCQoxGo3AyLl68KHA4BR9Vg46ZmRmRq9va2grT4sSJE2i1WmprayWW+cEVGRlJT08Pq6urjI+PExMTQ1lZGSaTSdRIw8PDPProo7S0tODm5ibcqsXFRbGOREdH093dLU0SRcdXtjzVYFHXmF6vR6/XS0ygSidSzSoFifTz88NkMtHY2EhLS4sc9PR6vQBvfX19KSoqkq+pVHrKEhoSEoKHh4dAFEdHR0lLS5NmjYIAf+lLX2J6eprdu3czPT1NZmYmu3fv5uTJk9TW1kp86smTJ3F2dhZrpLe3NyEhIZw6dUrAvIpj4enpiaenpzRX1IHa3d2d+Ph4Zmdn2bhxI8XFxeTm5uLg4MDFixf5zGc+w5tvvimRp+Hh4aJuVQf99PR0KisrmZ6eJjAwUN6/devWsW/fPurq6vD19RV//8fXg3936tQpNm/eTHV1Nbt37+aVV14Rq4ey8Tx4H4eGhkpSD9yfUAcFBcnzRcGvVaqNYivs3LkTNzc3fH19cXZ2prOzE39/f+Lj40lOTqapqQkfHx86Ozv50pe+xPDwMOPj45w+fZqmpiasVivBwcECgT1x4oRcR+pnbGhoWMMxUXtHT08PJ0+elCQiBdWzsbEhPT2d1tZWSXPbsmULc3NzxMXFSTLI8PCw1Ifvv/8+LS0twmCJjY0V37/RaJRYaKvVKsM/uF9rqHrVYDDg5uYm3At1kIX7ajuDwSBw56GhIZycnEhMTBTuUG1trQzl3N3dZXqu6vzCwkJRQj84WFB1dVBQkNQ0yorR0tIi+/Tp06clLUMpO9VqbGzE2dmZsLAwiZZU9cDg4CBFRUVy2P74v1W/u8FgEPiusnasrKyI6kLVcW1tbRw9epT6+nosFgsWi0UaUS4uLqSnp8vr1tHRgZ2dHWNjY/zrv/6r1B/+/v709vYKD8PW1pbJyUmGhobIyMhgamqKlpYWZmdnaW1tFTX5D37wA4xGo9QFxcXF8pqtrq6uaaKUl5evUYcaDAYCAwOZmZkRfoRiV/j7+7O6usqdO3ckltXDw4NLly6xYcMGUSWpyPK5uTkaGhqwWq2i6P1jrf9uMPyRl1arlbi5zMxMTpw4QWxsLCEhIURHR/NXf/VXWCwW3n77bTQaDYcPH2ZmZoYrV65gsVgExKZk97Ozs3IzKpmdguL4+/tjNpuxt7enq6uL2dlZkfz6+/tjNBp5/fXXJcoG7h9s1aFcRQQmJSVJ7CLcv/gzMjIETKLX69HpdGRmZhITE0NgYCDd3d3SyVewG5UfOzk5ycaNG6muriYtLW3NQddgMEhMUldXF0tLS2RkZNDX10dBQQG//e1v6erqYmJiQia7S0tLuLq6rjkYqdg5QLrdi4uLXLp0STqiyvv34BofHxc2xad1+5QXq6KigqmpKa5evcrk5CR1dXWYzWZGR0fp7u7+g+//8PAwlZWV6HQ6AgMDSU1N/VTZsYoytVqtcihQa2VlhZGREZl6K/mT8g6XlpaysrLyCTAn3N9Eg4KC6O/vX2MDgvuH+/7+fvLz83F2dubGjRu4uLhIVON/tPz8/Ojq6mLDhg0cOHBgDSfgD62DBw9SX1/Pjh07qKmpkZSI/2ipZs6Dnf0/tJSKRy2z2Ux/fz+BgYFCrre1tSUvL4/t27czPDzMzp071xz8zGaz8BI+bY2OjrJ169Y1RdTc3Bz5+flrXv/Z2VnOnDmDj48PGzZsENJvVlaW+DrVUiT8rKws8Yo6ODjQ1tZGZmYmFouF+Ph4xsbGWLdunVDEExIS1jykHlzNzc0yiXZwcKC5uZnOzk5Rnbi5uUnE3oNQUrg/HVZ2BLXm5+flYFhTUyNyQjXhU01LBVZdXl4WEKC/vz9Wq5Xk5GRCQkKwsbGhoKDgE9/Xzc2Nnp4eid7My8sjPDycvr4+vL29xaJTX1+P1WqltLSUqakpQkNDWVpakoi9mZkZsrOz0ev1TExMiDTUxsZG9hAV36mo/fn5+Rw+fBiTycT169cF0vXee+8RExMjUFNbW1sGBgZITEyUQmJhYUEao8oe8OD38PPzQ6PRMDk5KXDQ0dFR8Q1PTEywvLwsihUFx8vIyJA/f/TRR2i1WjlsjI2NSaNkeHiYq1evCvxONRwcHR3p6enh5s2bIlFXBZGKOlQNAmdnZ7y8vHjvvfck8eDjS8GvrFarHAKWl5f57W9/u0ZdYWNjwxNPPCH3SHR0NOvWraOoqIi+vj4SEhIkPs/JyUkih1U6zJ49e7C3t+eDDz4QT+4bb7wh8Zd1dXXSnFFg1tbWVmGtXLhwgZqaGtrb22lra6OlpYXOzk4++OADRkdHhQmkfg/la7axseHKlSv09/dTU1PD5OQknp6e8t4pFsTQ0BC3bt0SSKtSMCQnJ1NYWEh3dzeurq4sLS3R29uLi4sLNjY2ciC5ffs2i4uLODo6kpaWxkcffURRURGtra0YjUZ5Do+Pj0vMnmJkKBujUrSEhoZKMlNbW5vAyVTSk9FoFFaMItkr/oODgwP9/f0SaahUj8HBwWuaWWr19vYKN6i6unqN1VC9Ns7Ozpw8eZLu7m46OztFcdTf38+xY8cEBqqYC7W1tSLDbmpqora2loiIiDXP9qqqKvR6Pe+99x4Wi4WFhQWGh4d55513RBXV0NDAL3/5S4lO7OzsxGKx8Nprr8l73tDQgMViISoqCrPZjNFo5PLly/LzKYicwWDA09OTnp4ehoaGxBowNTVFVVUVW7ZskYhIFVkcEhIiVielTFB1gsFgYOvWrYSEhIgiRDVr5ubmePPNN6VpPTw8TEtLi1DsVYT0ysoKLi4udHV1sbCwQHt7O56enjg6OlJYWIjZbKa8vByLxUJJSYlEK9bW1rK6uipwZhWRV1NTg1arpb6+nmPHjklTraura01j+dOW2ncbGxuxWCy0tLRw4sQJgoKC6Onp4c6dO4yNjUli1IN7o3rWKuiwspYqdlNHR4ccxFQdq5K8lJooMDAQvV4vfvbBwUFyc3Px8vKioaEBGxsbNmzYIOkHFy5cENuSep9VHajia9WUXdVditelIsUVYHR2dpZbt27JQbyvr4/6+nrZHxYWFggNDZXhjbOzMzExMXzmM5+hrq6OxMREYmNjqa2tJTo6mpaWFjw9Pdm2bRuXL1/m4MGD8jqvrKzwmc98Rvbexx9/HDs7Ozo6OrBYLMK2Uukge/bs4fLly2KVS05O5tChQyQlJYnqtre3l89+9rPShFZfd3FxkaeeekosP3D/IFxYWMjo6ChJSUlYLBZJClNKLqUoUM+Uvr4+UUzA/bpBPQdHR0d59tlnJQ3hxo0blJaWsn//flpbW3nyyScBPlETqlhpW1tboqOj+bu/+zt27NjB8vKyWE7h3+02SmlgsVjQ6XQkJibi5uZGc3Pzmuhtted7eHiQl5eHo6Mj5eXlAiJdXFwkPz+f5ORkIiMj+Zu/+RsSExN54YUXOHr0qDS9du/eLYk6f/3Xf01kZCRbt26VetDBwYErV67g7u5OaGgop0+f5uDBgxK7DHD06FFu3LghTRGz2UxraysxMTG0t7czPz+PnZ0d3d3dkjKoFAtOTk74+fnh6+tLRkYGKysr7Nq1i0OHDnHkyBFOnz79H97P/1+u/24w/JGXkrfEx8eL7F+BQJaXlwXO2NDQIBJvOzs7AgICJKN3cXGR8PBwIiMjJRpGgZ6Ur3V8fFyK1unpaezs7PDx8ZE885SUFGZnZ3Fzc6O+vl7kvAEBAQwNDREeHs7zzz/PD3/4Q9ra2tYcxMfGxvD39xdojE6nY+vWrUJHVxGA1dXVtLW1iUdXeaqDg4Opr6/n3r17IvtSq6Wlhe7ubqGnw31uhSK6qincgzGQaiN58Os4ODjInxVcSxWSqlnyIPxTrba2Ntzd3T/x9w+uqKgogXqpTvSjjz76/7D33uFRXXf+/3s0XaMp6r0iCVWqTDPFVBtjbONKcUnZtE3zZn+7afvNZnez65Rns0k21Zs4sY3BODa2Mdh0EAgJFdR7L6NRG400vc/9/aHnnEwVAoQA+7yeh8fWzJ1779w599xzPufzeb9RU1ODuro6fPnLXw752cbGRgwMDFDXEO8VTm9I3SwpUfHeRigU0to8wo4dO+ByuZCUlASNRkPFifzJzc3F5z73ORw/ftxHKA4AFQolNpkulwsPP/wwLV3xx2az0XR6jUZDM3CGhoZmLWUidf8VFRXo7Oyk4nDR0dF0oBmKoaEhGAwGhIeHz5pVAcwMgMfGxmgpiFwux+joKOLj42ndHJlQ1NTUoLe3l6ZjE3p7e2kGUahjXL161WewRL6L94Tc6XRidHSUrrqS4xBHBe80VDIIiomJgVqtRkVFBWQyGfr6+qBSqVBWVgaxWIyhoSG0t7ejrq6Orgj4u1CQcyKTHKK9IJPJ6ErStWvXaNr4xMQE9WAmREZGIi4ujmaXAKDCht4rkr/85S/pZDQjIwPV1dU4cOAARCIRHYA9+eSTqKmpwbZt22gGBEkDJ/dzRkYGDXyIxWI88sgjdAJNhJ2MRiOSkpKwadMmOJ1OTExMIDs7m9okknIxslLrdDrpyrzdbse3v/1t/OAHP4BYLKZZFytWrMBDDz2En/3sZ3C5XDh8+DANXJA0y4GBAXR3dyM9PR0SiQStra345je/iczMTDgcDly6dAmdnZ10dclgMKC6uhrnzp2DwWBAZ2cnfvCDH2B0dJRaaJJ2dPbsWQAzg22SiUZ0WEpLS6mAIQlAiMViNDQ0oK+vD2q1mvb1JMhZX19PxXGPHj2KwcFBOJ1OxMXFQaPR4NSpU+jo6KCD6paWFpw+fZpOPPr6+qjH+9e//nWf7ASyUtjU1IRr165R1wFSBkPKx4CZ1eAf/ehH9O+uri5cuXKFBklJSr5YLIZCocDx48cxNTWFlpYWuqpLJj9isRgqlYpm5MlkMvz0pz8NsMB9+eWXqbiuw+GgKvnZ2dkYHh6GQCDAli1b6GqlWCzG7t276efPnz+PzZs30/vnP/7jP9DR0YG0tDQ6iARmspzeeust7Nu3DxzH0YE7oaSkhK5sbdy4ERs3bqSTGyKQqVKp0NjYiPj4eFq+RgQnVSoV1q5di/DwcOh0Onz1q1/FwYMHaYYMsbTmOA7FxcVISkpCZGQkkpOT4XK5oFQq0dHRQccaYrGYBjf7+/uxY8cOaudJrETJ84aIoK1YsQLJyck+9z+BuDV1dXVRjQ5/G9+mpia6CELGNG+++SY2bdqE0dFRPP/88xAIBNi3bx9sNhv1rE9JSYHRaMTDDz/sk41HxCTj4+ORk5MDYGYS8dnPfhZr1qzBwMAA/u3f/o3qm5SUlKChoQFnzpzB97//fVr3/Ic//AGbNm3CCy+8gPr6epw/fx7f+ta3wHEcvve976GlpQVPPPEEqqqqkJSUBJFIhM2bN+PIkSPYuXMnrFYrioqKMDIygkWLFqGqqgorVqxAb28vVq5cSRdWiNMTES79xS9+4eMSMTY2BrVaTcc1ExMTsNvtdHX10UcfpU4tRMjPZDIhKiqKaqQIBAIUFhbCYDAgMzOT1vePj4/ToNbk5CTuv/9+FBYWoqGhAaOjo1i0aBFefPFFOBwOrFixAjabDVu2bEF/fz8qKiqwePFi2l5CwXEcnn76abz55ptYvXo1tFothoaG6PchQt5Xr16FSqWiZUHbtm2j91xDQwOEQiEKCgrQ2tqKRx55hF6XL3zhC3TRqampCcDfsmgLCwvxwx/+EGfOnKGih/39/VCpVEhJSYFAIIBSqcTjjz+O9957Dxs2bEB5eTl1tCgvL0dWVhad3JGMNoVC4TOO6+7uxmOPPYbm5mbYbDZs374daWlpyM3NhVQqxfr16+nzPioqCoODg1i2bBnCwsLwhS98AaWlpcjNzYXRaERTUxNaWlpomY1UKqUBK+J2IxKJfAQW/XG5XDSo6q9jlZ+fj6KiIvzqV7+i7i/JyclYt25dgIuO2+32+WxiYiLeeustn/Jqb10MUjqxf/9+KhaenJxM9XOIACyfz8cTTzyBH/3oR9i3bx8WLVqEzs5OVFVVISIigvb3nZ2dtH0RvQriBOK/+EeIjo5GS0sLDQgQoUViayuXy5GXl4ft27fDYrHgscceg9PphMlkwrJly1BXV4fly5fjz3/+Mx555BEaQLt06RI2bNgAp9OJZ599Fm+88QbWrl2Lxx9/HE6nE62trXA4HKisrKTP26GhIfzlL39BZ2cn8vPzIRKJMDg4SHXtyKINCXIQi9KVK1figw8+oON7olFGCAsLg91ux7Zt2/Dd734Xf/nLX/CHP/wBX/3qV5GdnU3nV3FxcXjiiSeQlpaGhoYGPPjgg2hpaaHWrKRcvrOzEwcPHpx1LHs7YAGGBeaXv/wlfv/73yMxMRESiQSRkZF0wC8SiajwXEtLC43EeTweqFQqjI6O0jSvM2fO0MHXli1bqCDQsmXLaIDA6XTSTp6If5FoekVFBfh8PtatWwer1Yr77rsPVqsVX/nKV3Dw4EG43W6sX78er7/+OlatWuXzkFGr1dT2iKTg7NixgyrWEm2JHTt2UO0GHo+HHTt2QC6X05qzf//3f8c3vvENn8nV0aNHsWvXLojFYrzxxhtQKpXYuHEjysvL8fDDD8PpdOLXv/41bDYbvvvd7wIAVff3Hth5D/RIYIOUihBRF0JbWxuqq6tpzapMJgs6oSY0NzejubkZDoeDrp6RAfbQ0BDeeeedkJ/1eDwwGAzUsz4UXV1d1GqHrH4QiD6Bd82WNykpKZicnAw6Aefz+Th48CCqqqoCLGuIE4Fer6cPWb1eDx6PF3QFi6Ta5+bmore3F/fddx8VDvVfjfYnLS0NYWFhCA8Pp8raAoEARqNx1uAEEakk2RuzodFokJmZSUVvgJlsG1IL61/6MDg4iMbGxoDXSOlNMIjmgPcEh9Sh+ovJTk5OBlilarVa1NbW+gQGiL3Y66+/DrVajYaGBhrAiI2NRUpKCg2ykH4jNjYWO3bsCFlvf+LECRiNRthsNuTl5cFut1NhPlKLSFJCSaoygcfjUQtDMtggIkxkwCISibB06VIkJCTAbDZTPYurV6/SbYaHh2k5lEQioQMb72wb4uXNcRza2tqg0WgQHh5OayANBgOmpqbgcrlQVVWFf/u3f6PlGMRmz2AwoKuri9YnEnE4nU4HnU6H8vJy1NTUoL+/H1FRUTQwW1tbi4iICKhUKlgsFqqHkZSUhKysLAgEAsTHx6O3txfj4+NIS0ujoptE2I9MrMmkq7+/n6ZEk/RnEhz49a9/TbOI3n77bTzzzDMwmUz46U9/ik2bNkGv12NoaAjf+973oFQq8Yc//AE//vGPqQd3ZmYmDh06hP3799P/VlRU4I9//CP++Mc/4vXXX0dGRgZ0Oh0VgdJoNHjppZdw+PBhn89xHIdf//rXWLZsGR1k/exnP8OmTZtw8eJFyGQymjGi1+vhdDqRkpKCvLw8aLVafOc73wHHcTAajcjJyZk1E+ntt9/GE088gbKyMgCgq/JxcXE0GEg0Z+RyOTZu3EjraWNjY6lwqf/E0xsiPEZKb0ggjwgMRkdH4/HHH8eZM2cgEAgQFRWFbdu20c/r9XqkpqbSyTu5F4kQZldXF3JycpCamgqdTkfdrUZHR32crshvrtFoaH88NTWF/v5+lJWVwWw2Iz8/HwaDgQpdLl68GHv37sXY2Bimpqao+8jixYuxaNEi6PV6fOUrX8Hg4CCysrJoVt3evXuRkZGB1NRUGAwG8Pl8bNq0CX/9618xPDwMq9VKnz8AUFxcjLq6OsjlcuTm5uKjjz6iVpMAsG7dOsTGxuLYsWNYu3Zt0OeJ0WhEVVUVFT9VKpWoqKjwcdxpb2+nvwd55kxNTeHYsWMBgSGi7k6sTbVaLc3mO3z4MKKiolBXV4fk5GTs3LkTR48epU4QpFSC6D6dOnUKUqkUtbW1MJvN1NqViKCSMiQAOHnyJJqbm3H48GG43W6sWLECVVVVOH78OPr6+iCXy5Gfn4/HH3+cfp7jOBQWFtLaeqLRoNVqqW1cc3MztQIn/cWBAwdovT4RpPzhD3+IiIgIvP766xgZGYFer0dZWRmmp6cRHh4OjuNoGc3KlSupLSmxXySOHlNTU/R5YbFYaFaV2WxGb28vkpKS4Ha7aYnOokWL8KMf/Yja/WVmZuLy5cuYnJxEa2srzX6Zjfb2dlRUVMDlctGJPrEiJZOuzs5OhIeHY82aNVCr1cjPz/cZf5AVYnLPJCYmoqioCE6nE8uWLfPZjnwnUm8PzDyPiGB6amoqddC5fPky1bopKyujIqskU4/YihJIOS7R1yEZZjqdDh9++CHKy8uhUCjQ2dlJM4r5fL5PNihZYSeZNXq9nj5bk5KSsHjxYpw4cQLDw8PUqYbH49HvQDL9gpWbeVNaWgqr1Yre3l7w+Xya6QQA+/fvpxaaxDrTPxDBcRx9NhI2bNiA1atXQyKRBCxAket88eJFeDwemrngXToNzGQwZWdnQywWIz09HRUVFairqwOPx8OqVasQFRVFdY/a29upBgux8CUBhlBjcGIp7V1WKBAI8Itf/AJnzpzBwYMHadkmWagTiURUk0goFFLXk+npaZ8MHY/HQ68Ruf7Hjx+nArtqtRpms5lqjpjNZvzxj3+k41iz2YyBgQGaBUM05MxmM5RKJfr6+uj8hpRsulyuoDonZEwoFovp3IWI/GdmZqKiooKWzxGR23PnzqG4uJgG6+VyOQ3C7t+/36ccfSFgAYYFpr6+HsPDw8jLy4NYLEZ0dDSmp6dp3eKZM2fo6gFp4B6PB0uWLEFTUxOqqqrwzW9+E8PDw2hoaIBGo6Hp+UlJSZDJZLBarfjHf/xHXLt2DXl5eairq0NMTAxWrFgBtVqNyspKOsnt7+/H5OQkrl69ipiYGGi1WrS0tMBms0Gj0WB0dJQq3hIyMzNpo/XutBoaGjAyMgKlUolr164hIiLCZ0U4IiICzc3NSExMRHNzM3p6enDmzBmfyVVtbS1NtaqqqqKR5rq6OqodUVdXF9Sa0BuiZSESiXzSeFUqFd59912f6PCVK1ewevVqWre5f//+oDe8P2TFau3atWhra4Ner6c1jbNBPLVnIywsDEajEXFxccjNzYVSqaTvWSwWNDU1YenSpUE/OzU1dV2HE7FYHLQeizhLmEwmlJSU4MqVKyH3QVTmlUolBgcHkZaWhqmpKWi1WuTn5wfUSHtDHv5utxubN2+mWiT+9f/+KJVKHxeK2RgbG0NKSorPtSAp9gMDA9ThgOB2u4O+5p2m6I9KpUJxcbFPQMXj8eDJJ5/02W5iYgI9PT3U2pRAtFC8GRoawtjYGEpKSlBbW4vY2FikpqZCJBLRe214eBgDAwNYt24dBAIBnn766YCSF28uXryI7du30zRKkjqcm5uL5ORkJCUl4YUXXsCHH36IrKwsn/IOkmrX0dFBJ3RkpSw/P59u19DQgBUrVuDjjz9Ga2srnE6nz+9EBuIk+4HYqBJ1eUJKSgq9ZmRw8Mwzz2DRokUYHx9HbW2tj52b1WqlA9qTJ0+iuLgYo6OjdD8HDhzwmfAePHgQu3btwp/+9CcMDw9TET+bzYZ9+/ahsbGRCsu9/fbbePTRR30mskNDQ/R1mUxGdVkyMjLocTiOw8qVK1FaWgqVSoWXX34ZjY2NOHnyJP75n/8Z7733Hq3PBUCDVETckdTtkoyDmJgYpKamYnR0lA7sgJkBsd1up4GUqakpmv2wceNGXL16lfblJpMJS5YsodkYNpuNDq6JuJW3MjjHcYiOjoZMJsOaNWuo4JnD4cD777+P9PR0REZGIj4+HpmZmejq6vIZrIaCrL45nU4kJiZSa00ymPceFBKxYQA++iASiQQ2my1kgEEoFMJms1FBNeJiYbPZ8MYbb9DjEpFPoVBIS9FIH97e3o6wsDDk5uZi5cqVEIlEyMvLoxkUZ86coe2aDNzMZnPQQRwJcJFsusWLF6O7uxsTExNU4DgyMhIqlQpSqRQdHR10oaCmpgYTExPo7+/HiRMnMDg4iFOnTqG/v58GF0gpG7nfyLWRy+WQSqXg8/l46KGHMDg4iMnJSXz+85+ng3OPx4O33noLQqGQpt6ToIZOp8PSpUupCKA/RJxw3bp1EIlESE1NDSh1++ijj5CXl4fW1lYaxDl27BiUSiVGR0dRWlqKtrY26sRCnLDMZjO1hh4fH6eZTiTNnOhQkMwKqVRKgxMrV67E17/+dbz77rvYtm0b3n33XYyNjdEAg8lkAp/Ph1AoxKFDh1BXV0eDp8TKsbCwEFu3bkVFRQWio6OxefNmGtDVaDS0vINkbZBJBtF2IBmKpE6ciJ1OT09DrVYjIiICsbGxGBkZob/bjh07UF5ejp07d6K0tBTnz5/Hv/zLv0AkEuE73/kOHnjgAZhMJqxYsYKq4L/yyiv48pe/TCfRZ86cQWJiIlJSUmCxWKit409+8hPk5ub6jE/kcjkmJyfR1taG8PBwKn6oUqnQ1dUFhULhk6kYjKGhIWg0Gjz00EMAZvo+4nIRFxdHNZyqqqpgtVohFAqRkpLis08SOCDXn9hLknGm93ZOp5NaGSuVSvz+979HS0sLUlNTUVZWhpGRERw5cgS7du3CyMgIIiMj4XQ6sWrVKpplKZVKkZmZSfVRCKRtyOVyVFRU4P7776fXyWg0Iioqigobkv7Ibrf7BMpI4N9qtUIgEKCmpiagxJCsantn8Op0OrS1teHjjz/GpUuXMDIyQjUIPB4PRkZG0N3dDY/HQ23M8/PzqaYXCTDo9XocO3YMUVFRGBsbg1arhdVqpWNvhUJBx981NTX4z//8Tx8XMKLTFGxhhWS2dnR0IDIyEs3Nzejq6vKx93Q4HHRxVCaTYd++fbDb7fiv//ovrFixAlKpFFNTU1i0aBEVJwVmnoEksE8CDMEWm3g8HtWL8XdoKigooE41IpEIIpEIH3/8Mf0NiHhuREREgIC3d3Y0aYdEL+sb3/gGRkZGqMNQUlISfvrTn+LAgQOIi4vDoUOHkJ6ejujoaERFRVFXiQMHDuDzn/88dXp48803kZycTDMXiNi0P+Q8yPPY7XZDIpFQbZLIyEgsX74cb7zxBk6fPg2FQoEzZ85Qdwyn04kNGzZQYdLOzk688847TOTxk85TTz2F48ePw+Px0AFNXFwcDAYDTZkaHx/H4cOHcfr0aVy5cgVNTU00vTE2NhY2m42ueBD/Wj6fj8rKSqq0nZmZiZiYGKxZs4auwj344IOwWq1wOBzYu3cvrl69ipKSEly4cAE2m40q6RLboF27dtEaUu9VYADUVojUu3Ich+rqauzatYveFCRCajab6cTVaDRS+yqBQEAFDglhYWG0BlQgEGDdunXU2olYlFZVVQVM1PyRy+VU64DUMEokEsTHx2NgYIDW1TudTojFYureQM5hLpDOLTMzE5mZmXTlnqQ7eTweXL16ddZUt9nOXyAQ4Fvf+lbAyhGxwfNPqyLo9fqQ7xEefPDBoIrv3lxPEdh7IjY1NYXdu3ejt7cXIyMjqKysRG1t7ayfJx05UQV+/vnn5xQ4mCtkpcP/mLGxsdSqzZuIiIg5veZNTExMwDbBPjM9PQ2RSERTPGfDaDSio6MDUVFRmJiYoLWO3oyMjECn00Eul2NoaAitra1Ys2ZNyLY7NTXlEwQhDyFvFWgAQVMzeTwe1VshnDt3zsehgtzDOTk5tHRAp9P51Di2t7fT2s2kpCSkpKTQNO5gAbGhoSGYzWZs3LiRDlhITXl+fr5PGr7H46EibcXFxbh27Rry8/MRFxeHffv20fpRu92O1tZW6i8+ODiI6OhoNDU1wWKx4NSpU5iYmMDY2BgVjvKexLa0tKC6uhrl5eUQCoXUB50MiA4fPozy8nLYbDbqCW42m3H48GH09/ejpaUFhw8fpkHh2NhYPPLIIz7XkWSQkNIw4iwwPT1NV2WBv2mKNDc304k4CTAAM/0SWfUsLi6GQqGg93x0dDTUarXP/UH6XvKbkyCA2Wz2CbiSNkIEdsnxyL6DlWb5QwaJMTEx6OrqQkJCAp1gKJVKjI+P02wack5E3Le3t5eKqoUKqnkL/5EAQ3l5OUZHR2E2m2E0GnH27FlqKywQCFBXV0c1asRiMRISEuByuTAxMUG1ItatWweVSoXp6Wk0NTVRHQcihNbe3h4g+grM9MlkctLf34+kpCTU1dXB4/Hg3LlztFykqKgIYrEYFy5cgNPpRG9vL22LfX19VMD52LFjGBwchMPhQHZ2NpxOJ37zm9/g8uXLVEOIWBpfvXoV4+PjcLvdcDgcGB8fx1//+lefIGJtbS1EIhF1qIqOjkZkZCS6u7sRHR1NMyOC0dHRQYVCSeDLG4PBQMVkyb2UnJyMJUuWQCqVIicnBy0tLcjJyUFrayst6eDz+YiNjUVOTg4EAgHCw8Op7WNSUhKioqIwNTVFxxHATEYYCVZqtVpcvHgRZrMZpaWldOJI9GPkcjm2bNmChIQEDA8PU80rglAoRHt7O7RaLVJTU1FSUoLR0VGUlJSgo6MD3d3ddKxDskVJRie574gdOTlHnU5Hx32Tk5MYHR2lIo7AzPPE6XQiNzcXbW1tkMlk1LlGJpNRFwq73U4zX10uFxobGzEyMoLe3l66mkkWqSQSCS1BW7Rokc+zqbq6GqmpqZDJZOjt7aWr1vHx8WhpacGFCxewadMmPPPMMyGfLeR3JxlDAELaOhNdAv/AoHcGAynZEQgEAWU5ZLuIiAjEx8dDLpcjLS0NHo8He/bsQW5uLlpaWqBQKPDUU0/BZrNBLpdj3759OHHiBNasWUPtBHNzcwNKMoVCIRXBjYiIoMcnbloJCQlUk4roB01OTvqcJ7GCHRsbQ05ODiYnJ2mZF4GUAJD+m5RgpKen4+GHH6Z6L//7v/8LAFQ/bXJyEi6XC8uXL6ep9XV1dYiLi6MLVw6HAxcuXEBWVhY8Hg+6u7vR3d2NnJwcrFmzBlFRUYiMjMSSJUtoOcq5c+fod7DZbPR+9ic5ORkpKSlISUnB9PQ0da05fvw4uru7ERsbi/r6empFSp4FxD2P9AEcxyE1NZVqxJFr4l0iYTQaQz5LiD0raUckoEwcTBISEmjfT9rJqlWraOYmcXIhfYXH46GZAOR8iJ4KyaojwUlibZ2QkACFQoHk5GSEh4djxYoVOHv2LGJiYrB06VJMTU1RAU1yHCLCTZ5tU1NTAWWt5DeUSCQ+i8xKpdJnYWHdunU4efIknnrqKYSHh+PEiRN4/vnnsWnTJlgsFp8AeFJSEh5//HFanrdQsADDAmM2m2lkbGRkhPpRk6jqM888g/LycipKSHx4TSYT+vv7sWnTJnz5y1+m1kpkJVAsFiMuLg4/+MEPcOjQIQgEAhgMBioSRTQNHA4H1Go1zpw5g/7+fuj1evT09MBsNuO9996jpQ7EmpBM9olQmT8kykhcMMiDtKCgAOvWrcPw8DD6+/uxceNG/N3f/Z3PZ1taWrBhwwYf9XRSLxsdHQ2bzYYlS5bQqDMZyBJfYn9IKQYwo9ju7flKsh+I0wbp7MViMbZt2zbnoII/3oJgJKpKIJPA69UwBoNYeYYqc7he+tz14PP5Pud6MzgcDuql7Z0q73a78cILL9zSvucDs9kctLSDTFqmp6dnXfWfC6EG1f6YTCbs2rUrIFAXDI/Hg8HBQXrvW63WgJUcPp8PhUKBnJwcqmiu1+tDZt5YLJaASSJZvfUOKgT7PsSuyju7JC8vD8eOHcNvf/tbKkTqfb9pNBq6akzQ6XS4evUq+vr6UF1djf7+frjd7pCTl8jIyACBUZFIREVlvamvr6cWUidOnIDJZMLly5fBcRwyMjJoBkl6ejpKSkpQUlKCxsZGTE1NYdu2bRAIBBgfH0dJSQlMJhNVaI6IiADHcVTzpLS0FF/60peg1Wrx5JNPIiIiAnFxcXQlaeXKlbQchhwrJSWF+piLxWLs27cPKSkpVPH/xIkT9Hu4XC5ERUUhISGB/l7p6elwuVzIz8+H2WxGWloaLBYLVeE+ffo08vPz4XQ66QTEe39kECaRSOhAJzo6mupyeP/O3rouUVFR+PDDDyGRSAICZsSSUqfT0b6YfHYuAQZgZuAjl8tpOjxZ+Y+MjMT4+DhNZyXPII1Gg29961tISUnBsWPH8Pbbb4ecyDQ2NlJRwdbWVnR1dVFR08rKSrz44osoLCzE9PQ0TTG2WCzYsGEDzXwhkPp475RcYq28ZcsWaDQaGoAzGAw+2TgEs9mMo0eP4tKlS5BIJHj44YdRW1uLyMhI9Pb2Ii0tDQqFgoq+aTQaZGRkYPXq1Whra8OSJUtQW1uL/Px8rF69GsnJyfjVr34Fi8WCRx55BFqtFs3NzfjsZz9Lg0ZEB2RycpJmMIaFhWHLli2QyWQ+GWZmsxnNzc1UuE6pVEKlUkGv19OVs1Dk5uZSRwf/4GRNTQ2MRiPtV0j9Mxlgk/KimJgYJCUl4cCBAzh48CBSU1MRExODoqIi6rYVERGBpKQkxMTE0IAmaYcpKSloaGig+izT09M4ePAgfUYRy8/s7GwkJSVh2bJl+N3vfoehoSEolUpIJBIYjUa68k7aIZmI8Hg8ahsZFRWFL37xizh69Cgee+wx6HQ6tLe30wnX+Pg4ent7aW24VqvFokWLkJGRAYfDgZiYGB9bY28EAgENCrhcLjzxxBN48803qTXl+vXrYbVaYbfbqbbB4OAgWlpasHPnTjQ1NdHsH5KhRAL5DocjYDLjcDiocDDHcTTzRSgUYu/evdiwYQM++OADmokVjP7+fuTn59NVXJVKFTSziIzjurq6AiavQqEQIyMj6OjoQHh4OHXF8Ic8q2QyGcRiMfr7+2G326HRaKh+lkwmo31dZGQkenp6UF5ejsnJSWrh7PF46PUj7VYoFFKRX7FY7HOtpFIpent7qSMZWa2PiIgI0NDydkOJi4uD2+32Sb0n+1u1ahUSEhIglUrxm9/8BlarlWZLajQa/Mu//AsOHToEHo8Hs9mMtrY2uoKdk5MDqVSKgoICqj9EtBBIWzQajdiyZQvcbjfNHExPT0dqaioNmpGUe2KBKJFIoFKpaElWsOvf0tKC3NxclJaWIisrC7GxsdiwYQMVip2amsJnPvMZH3FHAHQsQ8o9o6KifDIGiCAyEYocGxsL0IwgqFQqtLe308k/sZwmgXFgxill6dKldBGVZE6SAIP385CUM1y8eBGxsbGYnp6mgVmj0YjBwUEq5k2yJYjziVwup2WWJHslNTWVBpK9S66Tk5MxPDyMnJwcuogQFhbmI0YOzJRIE4voq1evoqurCxzHoaGhAZGRkcjOzqaCwiQQmp6eTsuOvG2vyfnabLbrCrbONyzAsMCQNJ3333+fqrAT1wZSG+dyuRATEwO5XE4Vf0ndErHG8fZ3JfXHer0eRUVFkEqlkEgk6OvrQ1hYGKRSKaKjo6kAYHFxMV588UXU1NRg5cqVqKioQH9/P4qKirB48WLo9XpaWz86Ogoej4eioqKgk/DR0VHYbDaYTCYsXboUxcXFkMvlUCqVtLN3u91ITEwMqMuPjo4OmERHR0dDoVAgJiYG0dHRQVOkSNaBN2QgSjpxhUJBa4ZHRkbg8Xiogqx3PfGtQuz95HJ5QIChu7ubCm/dKKTOPBTXEzhcCEjaH1mJBUCjxncDJNXcH4FAgLS0NBw5cgRf/OIXb+laeqerz4bJZEJqauqc24JKpaJWUGq1OuBz09PTdMAdGRmJhIQEuuoRDJvN5jMpJys1TqfTR/ne//t4PB7Y7XaUlpb6BBh6e3sRHR2N9vZ2GjRZt24ddRvg8/nUFpAglUpx7Ngxn9pbHo9H66v9MRqNAQNVqVSKvLy8gNXr1tZW7N27Fw0NDSguLqZq1aTW1mAw0P6NiOmRfm737t10IkRSHJ1OJ06fPg1gRreDCKlFR0ejq6sLMTExVAPH4XAgOjoa//3f/43JyUlq1SsWi1FcXEyvO0ln5ziOrmCRFTei7O92u5GWloaamho0Nzdj1apVWLJkCQYHB8Hn89HY2AitVkv9ycPCwnD+/HnU1tZS0azs7GyaTUA83YlvutlshsfjQWJiIiorK7Fhwwa6LZmUELZu3QqtVouBgYGAyUVGRgbee+89DA8PQy6X4/DhwxgYGEBDQwP0er3PfvwhopmkRpjYKGo0GvT391OXj8ceewwmk4lmERQUFNB+JikpCbm5uQGBN+925XQ6sWfPHhw/fhyLFy/G1NQUvvSlL+HatWvo6uqiWQf9/f2IiIhAd3c30tLSArKoysrKMDAwQINBycnJdHJCAnXe9c/ATB+ze/dun/Y7MDCA1atXY2hoCJ///OchlUqRlpZGNQJI+rxKpaLZdzweD5OTk7BYLODz+dDr9SgoKEBBQQHOnTsHu92O/fv349SpU5DJZLhy5Qq9RgSipO92u6klINGOIQiFQhpItFqtVOyRpHHPFjRasWIFfRaQQT4AqqPy3HPPwe12Q6fTwWg0Yvny5RCJRNDpdFAoFD513AqFAgqFAg0NDUhOTgafz8eqVat8JsdSqRStra149913YbVaodfrsWTJEhiNRuj1ehgMBmzYsAEOhwNFRUVYsWIFRkdHad18ZmYmwsLCEBMTQ3UshEIhMjMzfaxQh4eH0dTURGuqR0dHMTIyAoFAgIqKCthsNvT09CAiIoKW1pFMyMcffxz19fXo6+ujGiCkvj/UpMkbjuOQnZ2NwcFBuFwuumpMdCPIs41YcT/00EOIjIxEbGwsuru7acBOKBTS43k8noBAEXnN4XAgKioKBoPBp83GxsZiYGAABw4cCLqo43a7MTk5iWeffRaXL1/GmTNnYLPZsGLFCng8HmzcuDEgeEwCPuR7Em0hknFVXV2N5ORkrF27Nug4z+Fw0OBUXl4eVqxYAT6fT52luru7IRaLacByw4YNSE5O9hnzeT/zSWkNuQcsFguEQqHPdZBKpTTLaHR0lJbxSKXSoAEGknED/C0zzP+YxJ4RmHl2Ev0qkUiEyMhIpKWlYf/+/QBmxrBOpxNr165FU1MTduzYgbKyMtjtdkxMTCAqKgo8Hg/vv/8+Vq9ejbi4OOj1ejQ2NmJ0dBRbtmzBmTNncPLkSXzhC1+ATCajVosulwsrV66kmXfNzc3YtGlT0AzUyclJNDQ04LXXXkNjYyNUKhVUKhV6e3uxbt06NDY2Yvv27UGzH5RKJdrb22l5M9EWINuSMTy5dlNTUyHvlcjISOj1epoBJhAI0NLSgu7ubigUChosIvMQslhhMploOZNQKERFRQViY2NhtVrR1taGkpISWqpInk1f+tKX0NzcTANMZEG4oKAAXV1dKCgo8HF683g8CA8Ph0ajoc4hpLwsPT0dx48fR01NDUZGRqgbRmVlpc/36+zshMlkQlZWFuLj4xEdHY3CwkJajllZWQm73U6zGsfGxpCdnQ21Wo0PPviAllEAoO4Wb731ls8i0ELAAgwLjNVqxdq1a+HxeLBhwwb09vbCbrfTG4N4p5rNZtjtdhq9JzZXpNNyuVxwOp3QaDQ0Yj09PY1vfOMbqK2tpWmm+/btg06nw+DgIH1Y6vV6VFRUoK+vDw6HA/39/ejv76erz2q1GkNDQygrK0NnZyekUinOnj1Lj+3dUY6Pj+PSpUtYt24denp6fHzXOY7DlStXaCqnf0S6ra0Nb731ls9rxF4sOjqapktGRkaioqKCHrepqQlHjx6lA46Kigr6/YN1SGSlkoi2GQwGn5WKW6G7uxsnTpygUXDv7IJr165h3bp1Qb18gZkHz2OPPRY02k8CR6GYTQiRvH/8+HEqdHc7aGlpQXJyMhQKBX24300BBu+MFm8EAgESExOpqNCtlGVcT+2Z4F0fPRdUKhUOHz4MvV6PwcFBWmJEsNlsPladCoXCRwjUH47jfB76pL0SezyS0usfYLDZbLQu0nsyZ7fb6aqPtzgeIScnJ2Ci8/jjj+O+++7D3r17IRKJqGq8VCoNWfIULPAwNjYGj8dDJ+XATDo0GfCtWbOGpie63W50d3fTFWFi+8RxHK2NHhgYQFdXF0ZGRmjdKVlhJAPJAwcO4Ny5c3A4HDh48CAEAgE+/PBDak1HVpiioqKQnp4OrVaLmJgYTExM0Ac9UZImq2fk/l6/fj2+/e1v4/Dhw9RxYMWKFZDJZHjmmWfoxE0sFuPxxx9HT08Pjh07hl27duHDDz9EVFQUzp8/j66uLphMJigUCvz1r38FANp/1tXVwWg0UoFKAHQi19DQAJPJREtEiO4KsVqbnp7GK6+8EtBP6fV6TE5OUkcFItw118yomJgYKojrfR8plUq0tbXhj3/8I7XqFIvFWLp0KbXYIk41oVZk6uvraSCroqICTU1N0Gg0eO+996iryeTkJMLDw2EymSAWi+mq3o4dO6DX62kJELFEJRmGR48ehVqtpqKGmzZtCgh0qNVqatVHcDgcSEpKoiKQJAiyZcsWnDp1Clu2bKHChyTjJj8/H5OTkxgaGoLRaERmZiZdtQsLC0NsbCyOHz8OvV6P+Ph4nxJFAiknAWZK72JjYwMmD+S3JXad3oFZb8X6YJAVR6fTScciwEwQNCoqik7giI878DcNoHXr1gXUpz/77LP48MMPsWbNGpw/f56mNpMgV2pqKoqKirB06VL09PSguLgYa9asoRkLJH2aZEZotVooFAo6afFWxXe73XRyuXr1anptgZl73+Px4LXXXkNTUxPWrFmD5uZmpKen46mnngKPxwtYdJFKpbQ+Pz4+Hh0dHTCbzbSvJOUZsyGXy/Hxxx/TLDW5XI7h4WFER0fjwoULyM3NpeVQHMchISGBnodKpYLZbPbJYCBjIrKSGQy73Y7o6Gjo9XofS1qRSES1DoJhMBigUCioW8tnP/tZVFdX49lnn0VnZyfGx8eDZqcRwWCyKOQtcK5WqzExMYGBgYEArS3vLBmyKgvAJ3hOrr9Op4PT6URsbGxACR4ZPxEB648//hgSiQR1dXWwWq3U8p1A0vezsrLoZ10uF8RiccD9Ro5PzikqKsqnnJDsz3sMmpKSQkV9Fy1aRO8nYKYkuKysDJWVldRxxmq1YmhoCBaLBW+++SaKioogkUiQmZkJrVaLjIwMKtz53HPPYXR0lE68yfUi9u2rVq2iIuzATAB45cqVQcfSJpMJo6Oj8Hg8VPNg+/btOHXqFJ599ln8v//3/0Lqo6WmpiIxMRFpaWloa2sDMFMO89e//hUvvPACfc4dPnwYZrMZFy9eRFZWVlBNm56eHvT396OkpISu7tfX1+NrX/saXn/9dfo9+Xw+XZidmpqCTqdDeHg41dY5f/48+vr6qJ1zUVER8vLysHz5cjgcDjoHKygowKuvvorCwkKqo5OcnIwTJ07Q8cQrr7yCyspKZGVlobu7GwMDA0hNTYVUKsXg4CCd65BxIHHcKikpwd///d/7fD+PxwO9Xk8FRZVKJQ1+xMTEYNGiRXRMsG3bNppd+cwzz9D2SH6/iIgIlJSU4MEHH4RarcZPfvKToL/P7YAFGBYYkjZst9sxODgIs9lM6zOJaBaPx0NkZCROnjyJ8PBw+mB0Op2orq6mysiRkZFYtmwZbWixsbH4j//4D7zyyivIycnB+fPnsXfvXvT19SEjIwM7duzApUuXIBQK8eCDD6KtrQ0FBQXo6OjAlStXsG3bNuTn52NsbAzT09N46KGHEBUVhbS0tACxPEJnZyeMRiP+8R//Ee+//z527Njh8wAlK6fr1q0LUKUNpjR+9epVKhp2+fJlZGZm0pRVsn1nZyfkcjlVViWWlKTMxB+BQIBdu3bBarVi6dKlcLlcIQUSb5Wamhr64PjsZz+LkpKSkNtevnwZExMTQR/A15uoJyQkBJ18ATMPCCIAdDPlGXPl5MmTVBWYcDcFGEJBBlpRUVE+NeQ3Axk0Xo8bDWQQDQ2j0YiLFy/6WOj5Q8QxQzmTBBtUegcYvAf3/gETq9UKPp+PuLg4n8nS0NAQTCYTFi9efEMZOvHx8UhISKADe++so7lgMpnQ29sbMPghmQH+QpgejwcajYZONkkEn6SvegfxvD/rza5du9Db24tNmzYhMzMT7777Lp599lma4u9yufDYY4+Bx+PRYEtXVxcV/yRpuSQdtLe3FzqdDmNjY3TSVFhYiLVr14LP5yM5OZkKphG7XKLpEB0dTQd3Op0ORUVF2LBhA1atWoXc3FxqpUgmvKWlpTR91mKx4PTp0wFCpsDMc+mVV15BbGwsfvCDHwAATp06hfb2dshkMmRnZ/sEtICZrJGPP/4YJSUleOSRR1BRUQG3241169ZRjZtQ+Pf9VqsVp06doudGyumIWLB/uq6/97s/ZPCXnJxMHQ6ys7Px6KOPwmAw4NFHH0VZWRnUajWtj7bb7dDpdPjjH/+I4eFh5Ofng8fjISUlBUVFRaiuroZEIsHY2BjS0tKwZs0augLpT0pKCh577DGfYJ1CoUB7ezu9v+RyOUZGRpCUlAS5XI7IyEiYzWaMjIzAaDQiIiICBQUFaGtrQ1paGtLS0nyeJ6tXr8aiRYtQU1ODF154IeRqH7HBHRwcpBPt8fFxvPbaa/Teb2pqQmdnJ101JG02OjoaZ86cwfDwMGJjY/Hoo48GPQYA6q5AJlbDw8O0LjwsLAwmk4neX7Gxsdi2bRvtg/2zKYjAKBGPI0EI0l8R/ally5Zh6dKl0Gg0iI6OpqrspH2Nj4/j+PHjaG5uxujoKBobG9Hf308zkTZv3kydJ/yzNEi69djYGKKjo7FmzRoqAuov7EfwVuUnAqPEUYJMoK4nIP3ggw/SgK83QqEQL7/8Mrq6uuhvs3HjRiqMDcxMZkmAwWq10lVi8huEyookpRv+zlI2m23W7BUSYHj77bfB4/GQlZVFV2MlEklQpyuySu1dmuANKe3xDiB7XwNy/xDNC47jfJ6txHKdZD/5B4FIP0yeixs3bqRjFjKxm56ehlAopOcgEAios4ZaraaT8JUrVwZcU7J6LpPJwHEcYmJicPr0aZ9Var1ej7a2Ntrup6en0dLSgsrKShQXFyMqKgptbW34+c9/jnPnzkGpVEKtVuPatWvUTS43NxcKhQIZGRnYtWtXwNhXpVLh5MmTGBwcpCVU3q4szc3NMBgMOHLkCP0Mj8dDampqgPilN6mpqYiPj0dsbCwyMjLQ1dWFvr4+nD17FiMjI2hrawtYEOE4Dmq1mvZnfX19NGASGxuL3/72t8jJyYFSqaRBvsLCQmoj7o/ZbMaKFSuoxhPpD2pqatDV1YXY2FhUVlaip6cHV69excTEBB2v1NfXo7KyEi6XCxkZGVRglEzaSenm6OgoDAYD/d0sFgtKS0tp0C0zMxMKhQIff/wx1Go1ZDIZoqOjkZWVhf7+fojFYlrWsmrVqoBFwY6ODsTExFBnq6mpKbpIVF5ejvj4ePB4PLz55pu0zEwkEuHatWtYvnw5LTdqbW2FyWRCX19f0N+NnEtlZWVI68/bBQswLDAkOkpsBCMiIjA8PEwVjRsaGmA0GpGbm0uDBkTcitQlHT58GElJSaioqEBBQQGtH3I4HKipqcHAwACcTie6urqouq5er8fw8DA0Gg3i4+PR19dH019JqjRZvSTp/mTiRMSiguFdFkC0CAhut5ta1s1V48BbcM6/JpiQm5uLvXv30hUIjuMQFRWFpUuXBqyakn1u2rQJZ8+epemft4vZAgr+ELGwYAEG4oPu3SGQ2jVgxk/8xIkTAavWHMchLi6O+jrfTry1F7zPey4lA3cDUVFR0Ol013XcmA2S9kpwu91B2zoZ7N0oRC1/Nng8HuRyecgMBiIq5I13gME/s8H79yPlV/6DTNLnhKqBDwW5v3t7e/G73/2OlnjM9t0++OAD+vf09DTi4+MDSpzq6+uRlJSE1NRUFBQUIDk5ma5GNTY2Qq/X+0wIRCIRFT3MzMxEX1/frKVT9fX1SE9P9xEdJJMGku2l1WqpR/3AwAAqKyt9jtnS0gKJRIJDhw7BbDZjdHSUWqU2NjZCp9NBrVYjLi4OU1NTPplPnZ2diIyMRG1tLSwWC1paWvD666/T8hShUIj6+no4HA4alAB8XX4kEgkVEA5Gb28vEhMTIZfLYTKZMD09jfz8fOTm5lKxNO/9kn6atBdSljJXDQZvxGJx0HauUChQVlaG2tpaOJ1OPProo1CpVNcNZMbHx8PpdGJycpKmqE9PT+PChQvo6elBc3MzsrKy4Ha7MTw8jLi4ONhsNqq8HhYW5rOSW1NTg8rKSiQnJ+Pq1avIzs6GyWQKqrROLDSDrfoqlUr6DJ+cnIRGo0FERAT6+vqoo8DFixeh0+ngcDioxfLQ0BBVtCdMTk7S+t+qqqqQ7kVEo4kISgMzKdmLFy+mAYbMzEycP38eGo2GWpxNTU3hvvvug1arxYYNG3Dq1ClqjRgKvV4PmUyGqakp9PX1UecR0id6q74TbRXvEgkCubdiY2MxMTFBnzWkNIAMtLVaLX7yk59gYmICy5YtQ3NzM/bs2YPKykq6kpeXl0e1r8bGxvDwww8jJSUFV65coRNKgUAQMkvD4/Ggv7+ffv+ioiKMj48jIyMjYFtifwn8zWbOZrP5BBiu9xwIJkBMKCoqoo4xJAhN9J+AmWcacf0ii1neVr3eq+0NDQ2or6+HSqXySf8HZko03377bcjlcqSmpgaM7Qh6vZ7qxpDgKplIhXp2kQADGSsEE2L2V/gnkMng+fPnMTg4iPDwcEilUp8xFMkiJZks/hM7kg1Dsm34fD49B4FAQPU8yL0FzATUc3JysHXrVhiNRqxbtw779u0Dx3FBMxhEIhF9JhcXFyMlJcVnbCqXy9HT00Nfi4mJgd1ux/DwMHp7e6kg7NTUFJKTk7Fo0SIIBALExMQgLy8PbW1tiI2NhVAopCWSwTQrdu7cicnJSVoiR3QwoqOjodVqIZPJfIIz5PnjPybq6uryWXgQi8U0OAD8TdNHKBRSJxlvrFYrYmNjERsbC5PJRP9/06ZNSE1NhVgsxvT0NDIyMoKO4f0Ri8XYs2cPLbs2Go0wm82IjY1FREQELRdSqVSIjIzE5s2bcfToUfB4PGq/e+nSJZ9ysMWLF0Mmk1HhbmI9Tc5n2bJl4PP51G6S9G0ul4tqphER+4SEBCQlJfk8i/0hzwdS0t7a2orCwkIAM214zZo10Gq1dJFwy5YtsFgsaG1thUajwX333QeFQoHY2Fha8hXs2hFNEqlUGjIT6XbBAgwLjN1upxFUorMwODiI/v5+AMDmzZshlUqxZcsWSCQSbN++HX/+858hEAjQ29uL7OxsREdHo6enByUlJcjMzERNTQ3GxsYgFArR0dGBiYkJqslw9uxZGnEjmQkkqEFq9AYGBjA5OUknFyS1mAzglEolmpqa6KqGN319faitrcVvfvMb1NXVYWhoiA4wnU4nrl27RsW0iPPEbJA6TZlMhsnJSZraTQbfJBWPDFSI8NZsYntOpxM6nQ4JCQmwWq0+onF3EpVKRX93f5RKJWw2G06dOgVgZmK1du1aupLHcRz0ej2t0SNwHIe///u/DzkguFU4jkNzczMcDgfa29uRkJAQMKHo7e31sSe9HsXFxUEfjrdCsJIcf6KiotDS0gJg9pKTUKUWQGBAxT8jgHyeqBTfKEKhEBMTE7QdBKOlpQVSqRSVlZVBB8nkfgp23mQC6nK5qE+4yWSigztiH+r/GzscDhiNxjkNBvxZtWoVtmzZgqamJsTExIDP5+PSpUsAZq7VwMAAhEIhDAYDdu/eHeAx7i+USYSOpqenoVQq0dzcTFMjJycnsXXrVtTW1tKsAILNZsP58+fx/e9/n/pWE60W4qhDICt1wEx6a19fH6xWK4xGI+rr67Fo0SJaw5uUlERt7fzreO+//346yLpw4QLNTDl06BD279+PP/zhD1i8eDHNFiArsRcuXEBeXh4SExNpemxBQQFdKSKK1Dt27AgQefQWe/riF78Y8nfZvn07fvzjHwOYSasvKiqiE13/oOzFixcxPDxMnxXA37LzZstIIc5C/hCF/WDBD3INtVotfvnLXyI3N5eWDgXL2uE4DmKxGFlZWVi1ahU0Gg3GxsZo8CQ6OhrZ2dlUoLa7uxvJycngOA5PPfUUzp8/D7PZ7OPuMTIyAo1Gg927d+P8+fPYuHEjiouLgz5LysvLMTQ0FDRwqVAosH379oC2SFbXoqOjoVQqkZKSgsTERLryJRaLfYIZJpMJJ0+exOc+9zk6Ngg2cdXr9dBqteju7kZvby8drBYXF/tsFxERQVfIeDwe/vjHP1IB2PHxccjlcgwMDODy5cuz9qvd3d2wWCxU8IxMAEi/FBUVhenpaXR3d9OVwcHBQZhMJp8+xmw209p87wADUZlfvny5zwRUJBIhLi6OltUUFBT4BC61Wi14PB46OztRUFCAxMRETE9Po7GxEQaDIWgGA4GUpTz77LMICwtDV1fXrAEG73ueZGCQfjaYg8KNQJxdvJ/tUVFROHXqFJ2kaTQanD9/HiaTiWaQkOOS4Gh9fT0mJiaQk5ODtWvXUrFtspDU2dmJzZs3Izc3Fx9++CHVmfJHr9djamrKxy2IECrAQErFQi1GhIeHo7KyEm1tbdBqtT7vcRyH999/HytWrKBWnOvWrfPR95JKpaiursbixYvhcrlQU1Pjc5zOzk5kZWUFDfq73W5kZ2dDJpMhPT2dZoJ1d3cjMjIScXFxPv1bqBJMiUSCjRs3UvvX+Pj4gPKbhoYGn9cWLVoEt9uNd955B08++SQuXbqEZcuWwWAwIDU1ldbh9/f3Izw8nIr/JiQkYPHixUHPhezfarXSSXFRURHi4+Opjo63AwaxHCcBG6lUisTERJw/f54GOCcmJlBWVgaj0Qi73Y78/Hzs2bMHFy5cwBNPPIGcnBxwHIfe3l4alDCbzcjJyUFWVhbGx8fpPUXOj2SCHT582OeahKKlpQX5+fm0TfL5fKjVamRlZSExMZFe7/b2dqSlpUGlUmFoaIiWYrpcLlitVhQWFtJA3dDQEDo6OpCRkQGZTEb7A3I+RGg2NjYWer0eWVlZ9BmUlZWFlStX4ty5c/SYX/nKV4JmVE9PT1Nbe0JjYyN27dpFMzySk5Px8MMP4+TJkz7tA5gJMr7++uvUSScrK4sGX4Ndu7i4OIyMjGBiYgIbNmy47rWdT1iAYYEhNpHEqkUqlSI2NhZpaWnUnmhsbAzj4+OYmpqiNnVpaWm0ga9cuRLLli2jXsqJiYl4/fXXIRaLkZOTg/b2dkgkEsTGxuIrX/kK/ud//geLFi2iIiFLlixBQkICnSDExcWhoaGBKtQqFAqfDIaEhAT09/fT2lFvOjo6YLfbUVRURD29yWDCbDZTJdSxsbGgn/dHo9HQyTEZ1DkcDmi1WnR0dEAgEKCwsBButxuVlZVU/IqsyJJtvTGbzRgfH0diYiJ6e3uD3vR3ApLBEAypVOpjnTkyMoLW1lYaYDAajUEf+GRQVl5ePqu94o0gkUhox2Wz2VBXV4c1a9ZQH27/BxvxX58LROV92bJlt3yepFyHnOf1al1JBgPwt0GPP2Q1JNTg0z+wFSywMTw8PGsk+3o899xzswp+arVaLFmyBBqNhtaxeqPX66+bwUDsbomfNomkA38TiQNmAih1dXWoqqrycXa5EQQCAW3fwQaYa9eupeKhV69e9SkPIfWU3hiNRigUCkxPT2Pz5s1wuVy09ILUXO/evTvgfoiOjsbWrVvx2c9+FkeOHEF7ezuuXLmCLVu2BJyT92B09erV6Orqgk6no3WwWq2W2gPabDZMT09jYGAgYCLgvWoRTGMlOzs7aFvzd2oRCAQYGhpCeHg4DcLq9fqAaxMsBTkUZBXt/fffx+joKPbu3YvS0lIYDAafMhiO4zAyMoKtW7eit7eXBo5JzfdsGQzBhOYI/nWo/rhcLhw5cgT79u2DXq9HWVkZdu3aFXJ7kuk3NTWF6elpbN++HSKRCEqlEpmZmVR/QS6XIzExkdpxkkms9z0TFxdHxYVJ7T1xGPCnsLAQtbW1QQMMoYRn165di4mJCTidTixZsgTj4+PQaDQ0WNHQ0ICVK1f6ZAB897vfRU5ODnQ6HSorK7Fq1aqA/V66dAlLlixBbm4uBAJByOA6cVYSi8WIiIhAWloaHn30UQiFQoSFhVHRM/+SOH+IbsSmTZt80puPHz9ONUJIViMJTup0Oh87RuBvJWKxsbFoaGig7X9ycpJqPvi7fQAzIothYWEBiyHk74SEBBqwjIyMhN1up/1jqHZJdAzIuC0uLg4dHR1Bt/UPMOTl5eH111/Hhg0bwOPx5pTBMBtyuRwajcbn2VZQUIC1a9dCpVLBarXi+PHjWL58OX71q18hISEB7e3t9JqTYCBRxddqtfR6kEWLwcFBVFdX46GHHsLg4CAVwAv2DOvq6oLL5fLRQiHPzOtlMARzHQFmVoqXLVuGQ4cOYe/evQHv33///UhLS6PBSP/z2rJlC4aGhrB582aMjIygv7/fZ+KVmpqKtWvXorGxMaBvJCUV5PwJ5FmnVCqvO7YhWXrei2D+Y6RQiw0kME7+32Qy+QhpJyUloaGhgW5DMvOut3ghkUjovU2cmcgzzNv1hgQrSWClsbERBw4cQExMDNVxIVptGRkZNM1fo9FgamqK2lQODQ1BIpHQwI9QKKTBTf97xBu9Xk/tFWdjcHDQpx8lGW1msxl9fX20TXhrovH5fHz00Uf0epCgqncWxNjYGO677z76DPCGjAPDw8MxODiIw4cPQyKRYP369ZiYmIDZbIZSqYROp0NZWRnKysoCzjslJQVCoRD3338/zZzIyMhAREQE8vPzYbFYcO3aNSxZssTnGnmXufJ4PKxatQofffQRzp49i2effTZAx8b/mBkZGVi/fj1dyFkoWIBhgbHZbNQGh6zkkBoynU6Hjo4OqNVqPP300+jr68OyZcvg8Xjw5z//GUKhEOPj4zh16hRVA5fJZLRDzM3NxY4dOzA0NISoqCiUlZXBYrEgPj4eOTk5GBgYoAJjZLWJiJWYzWYq8EQaKnk4CIXCkJGviYkJLFq0CJs2bcLIyAg2b95MOzutVguj0UiFjzZt2nTd65OQkEDrqwoKCqi6e3FxMbXVczgcePPNN2kqtEKhQEdHBywWC1Vu9o5oZ2VlYWRkBEuWLKGrvXcDpLOfC3FxcSgtLaV/ezs3+LNo0SJa5jIflJeXIy0tDQKBAEajkSq4JyYmBrUySkxMDCn0409SUhLOnDkza4DBarXOSdTy3Llz1C5OJpNh0aJFQSdx5PcndZ4nTpyA2+0OOhEjtmGhJk0ikQhqtRrV1dUAZqLTxIaR0NHRgZ07d856/rNxvZKeJUuWoLq6Gq2trSEnk8XFxT71sCR9fGxsDCaTCdu3bwcwM8DyL/MQCoU4d+4czp8/Dx6Ph7y8PMjlcqxfvz4gmDcXiLiddwp6MEgKqPeqdldXFxQKBS0tAGbqrIk6/J49e+gA0O12Q6PRBLStqakp+nuTwYfb7ca//uu/4jvf+Q7tW/0zgEi/lpSURJX4HQ4HEhMT0d/fjyeffJKuDL/zzjvYvHlzyO/mPZD0zpApLi72KbkheE9MiJc4SSk1GAw0ddh/8nIjAQZgJnjy4IMPgs/n09/JO3BhNptx6dIlmtbq3ccQh6Rz586hp6eHvu52u7Fy5UpqpXkj5+ONQCCg2jMk0DWbsGl5eTlty/fffz8NlJN0YQD02UmCXsRKzX8iLpVKYTAYcOjQIZo6HWpAFxsbG7IUxWq1Bg0CZmZmIjMzE+fOnUNMTAwKCgrA4/Hw8MMPw+PxwOVyhTxeZGQkhoaGfEpqMjMzkZiYCK1Wi6ysLAwMDFCBs1D7IGnTZIXcP1hFhO5mCzB0d3djfHwcOp0OWq0WL7zwAg2Obtu2DampqSguLsaFCxfopG96ehoymSzo6hsRHiwtLaWZi6SPD0aoZyIJhBL1ealUSssJSIbXbIExsVhMFeglEgkmJycDgqMulwsmk8lnYlBSUoLc3Fw888wz0Ov1txxgiIiICAieK5VKvP/++xCLxfB4PBgfH8cbb7yB0dFRn0zCyclJvPPOO4iMjMSVK1cwNTUVULM9NjaGV199FUKhEGNjYwD+ZmEabDGkv78fTz31lM89LZPJaMZDsAAyEQ0NlcFA+sJQ9fckcEcybPyRy+WIioqikzmDweATjIqPjwefz4fVaqWCr/7BACIY7H2N09PTERMTc92FG1JGR/YbrARoLpBAhVAoxOTkJDIzM5GQkAC9Xk9LMwwGw5zGs0SnyXvM2dXVhSVLlvgEJi9cuACNRoOqqipER0fTYEZvby8t13W5XLTkurKyEqdOnUJWVhZN0xcIBCguLg6a4QPMHmDYt2/fnMatJSUlPvcrCWZVVFQgMzOTZmV4Bxj27NlDv4O3/gwhMzMT3/zmNwHMCGv6/86k3UokEp9MwNbWVly8eBGdnZ1YtWoVvvWtbwX9fm63GxcuXMC+ffsgEomQkJAAsViM5cuXo6+vDzweD62trVi+fDmam5shFoshk8lo4MSb/Px85Ofno6qqiurWBbsXiOhyVFQUJBJJwH5uNyzAsMDYbDa6GuZwOGAymdDf34+mpiZERUWhpqYGSUlJePXVV9HQ0ACdTgeO4zAxMYH8/Hyo1WokJydDq9VCq9Vi8eLFdBVrdHQUhw4dQmNjI22YR48epSIgRMCpvLwcTqcTAoGAqsCGhYXh3LlzsFqtaG9vx+DgIH7xi19ct8b64sWLtKa0vLzcZyLo8XgQFxcHq9V6UxoMsbGx2LlzJ2pra9Ha2uqTEikUCqn7BTDzoOPz+TCbzYiOjg5YjYiIiIBMJqOq9XcDpDZyLnh3lMDMpCrYahQZPM+niOXIyAgMBgOioqJCZk54cyOlAMTmM1QZQn19PZqbm697TKvVCrVaTa3nAPj8P8Hj8cBkMqGqqgrATICA1J2KRKKASUFNTQ31gg8GScO/fPkygL+lJHsPnIRCIbU89P/sypUrfVIUb4bi4mIUFxejsLAQGo0m6DYGg8FnMMlxHHp6eqhgIGmHer0eXV1dPiUVJpPJZxBit9sxPj4OtVpNHQluhNzc3DnrdPinkh87dgxhYWE+ZRMikQjbtm3zyboAQAeRhw8fRkpKCg2SnjlzBgkJCTTA4F03TSwtrVYrvQah7lGHwwGDwYBt27ZBo9Hc8MTZZrOhurraZ1U/Li4uIPBy9epVjIyMBKRekwn32NgY9W/3Xo0CZoIpsw3o/OHz+bR/JA4a3q4CAwMDkEqlWL9+PdXuiYiIwNtvv42JiQnqKOGdgq/ValFbW3vLAQYAVDySCHoGW+H0Zt++fXjnnXeg1+sRExODuro68Pn8AN0gEmAA/iao6Q2Px8PmzZuxf/9+uhIdasLP4/Hwwgsv3NT3k0qlGB4e9hFbDQsLm7Usgcfj4fHHH6eDZ7fbjbKyMjz99NOw2Wy4//77aamTv90oQalUYvny5WhpaUFfXx8EAoFPQBuYCZQODAzM6qXe2dmJHTt2IC4ujgrI8Xg8ao3a0dFBsxnJ/tVqdYC+BIHP5+Opp56C0+kMKgp9o5DnDQBah08mssEyGMg4KSsrCxcvXqSv19bW+vSRHMfh2rVrkEqlWL16dcB+7HY7fve73wUtKbwRSJDHW29j3bp1WLduHf37/PnzyM7OhsvlwoMPPogvfOELAGZEpTMyMpCamgqO47B7925ER0f7lAIFo6CggI4Z/dm2bVtAeQQJMIQKjHtrMMw2mSQTdf/rRTItSFB5NvzHTcDf7BBJH9/Y2EjtSbVaLdVv8e4ziR3j6OgoBAIB1f8K1mbIeZMJaaigktvtDmoF2dvbi3PnzqGtrQ3T09OIjY2FWq3Gfffdh9HRUYyPj9MyVaKJMpeFqv7+flpSoVKpoNfrAxaIpqen8a1vfQtXrlzBrl27IJFIUFxcjLy8PGzcuDFgnwkJCYiIiAh5/wZjtjH4zWoESCQSDA4OIiIiAnl5efSZ7R3IF4lEtB8lz62JiQmf+5owODgYIFQcyq63oKAAjz32GD7++GN85zvfmTVzViwW03MgFrJxcXF47bXXoFarYbfb8dxzz6GxsZHqPYyPj4cUZ1y/fj1aWlqoJac/pO2JRCJoNJp5y2qeKyzAsMDU19fDaDRCIBAgLy8PJ0+ehE6nw6pVq/DMM8/g9OnTiIyMxCOPPAKRSERTQMvLy/GFL3wB58+fx9NPP40rV65QazUitrJ8+XLs2bOHZjWo1Wr8v//3//D222/jgQceQGdnJwwGAxISEjAxMQGFQkEH3UuXLoVIJILBYADHcVi0aBHCw8NDqnQTSBTYH+LjnJycjNra2jkHGEjn782KFSuu64bQ2tpKyyOWLFkScnX0dmkT3Cw8Hg+9vb1z2lYqlVLl4f7+fhQVFQVsM9tq+81CRD6joqJu2G5xLmRkZODw4cNBAwxisRj79++/7m82ODiIlJQUrF+/fk7HFAgEcxqwKhQKrF+/fs4Pvv7+foyMjMy6ykYYGxtDc3PzLQcYCIWFhQGT7NnQarUoKCiAWCym6Y/EB51kNAAz2TLefwMzq2E7d+68qXtJo9Ggs7Nz1m2I4Jz/AK6xsRH79u3zmSilpaXRWmN/PvOZzwAADh48iPXr12NycpJavCmVSvB4PGg0GrrymZSUhLa2NlRVVdEBss1mw8jISICuSF9fH4aHhxEfHx8y3Xc2HnzwQZph468rAYBOzPr6+vClL33J5/4g92J8fDyuXr1KvcjfeOMNn893d3fD6XTiy1/+8g2dG/m8//+bzWYkJyf71FA/+uijdOWvoaEhYIDlvWp2qwEG7/OZa3B21apVmJiYQHR0NKanp33Oj6zweAcYiOK2v5VxVVUVxGIxrekmAnrzSX19Pc6dO4dnnnkGtbW1EIlEWLp0aUi3CoL/88472C8Wi+dUokV0PHQ6HZYuXRpgvQnMDFgTjTJXAAEAAElEQVSDvU4gfUlOTg6SkpJQWlpKLSBVKhUEAgE4jvPZT05OzoLpIhHLTAB0okh0sYI9N4mbB1kx9Gb37t104kjGLP5OWYSmpiZkZGT4ZPbc7PmbTKZZF0lSUlIQERGBDRs2UCE64G+i2SQ4NluQzJvIyMhZS5H8kclks1pse5dIzBZojouLw+HDh4MKDEdGRkKtVocMjvD5fFRVVVFLT29IX221Wqlmz549e2i/cPjwYXAcFzQoS7IRSLYvj8eD0Wj0yeQj9r3EBnJkZARWq5VuQ+7LZcuWBc1W4/F46Ovrg8vlooFlgUCA8fFxTExMUBtEhUJBS7bmkjGam5uLEydO0Ayt9PT0AG0mm82G7OxsGAwGWopDypK8UavVKC0thcfjgVarDXCNmA2j0RiwcHCrSCQSPPHEE4iIiEBnZyfNvvYXNiXweDy4XC7s2bMn6KR78eLF1MWBzBlmG1uHh4fTEtO5QgIeYrEYGo0G3//+9wOeJ0qlEsPDw0G/AzAT4PF4PBgcHKTW2t54i+JWV1ffNve8ULAAwwJDBMDOnDmDnJwcnDlzhiqQSqVSxMTEID4+Hnl5eairq6OTD7lcTi0t5XI5rYFKT0+H2+3G+fPnIZVK6WqT0WiknQ+J4JGoLREEUSqV9L38/Hxs3boVTU1N2Lp1K43OXm+FqLOzEyqVik7WyH89Hg+OHDmChISEkKsDwfBWab8RiJClxWK5bu393cT999+PkZGR6243NjZG0zuBmdrOYBP963mW3wzeLiJEJXc2+Hw+WlpaAiZEoQa5cw0KzIZOp7uu/dfNQEok5spcxCUJoerwFxISySeIRCKMjY3RlRWPx4OBgYGAlRa9Xn/Tgbq5TMYnJiawb9++gLbM4/FQVFR0w8eOi4vDxMQE6urqsHnzZly4cAHJycloaWmBWq2GQqHA8PAwWlpacPXqVchkMqp7Q2rz/bNoRCIR1q1bRy1yyWA5lNe8P9ez9yTXKVh2T1ZWFq195jgOJpMJ69evDwgECQQCVFZW3lC79IZ4cRNMJhNNNybn5627EGyVx9shYr4CDMDMYDiYiwNhYGCAvk9qi7u7u6nmENlmfHwctbW1NL1dJBLhwQcfDPh9TCYTndCMjY3Nah17szzwwAM4c+YMHn/8cXAch02bNqGysvK6AQZ/IiMjMTw8HDCBmA2BQOBTp11RUQFgpj9/+OGH4XQ6oVarZ223YrEYycnJdJv6+npYrVZq+Wk0GjEyMhJge7tQhIeH+2T5FBQUQKfThVyNJhod/hD9JG8njFD3V1FREV577TUUFBSgvb0dZ8+evenzn5ycxOjo6Kxlc1KplNr2eU98ybNscnIS0dHRt1yuEQqSwRAKMmETiUSzPv/8bXH9MZlMIdPwH3roIZw6dQpJSUlBMxiIxhgRwPOfQHs8nqCTSW/XC6fTiRMnTqC/vx91dXV0G7PZjM7OTkilUgwMDEAgEGBsbMxnm9kCkzweD6Ojo4iKioLL5UJKSgqsVis9rlKppKn6zzzzDH2mzQWLxYLR0VGsXbsWra2tQQWpeTwekpKS0NraSgMM/mO+2tpa7Nq1K2RG1J2ABFklEgltV94Z0d6EhYXBbDYjLS1t1uxYkmUjFotnHVuXlJSgp6fnuuMSEqggunHk+oeFhflkmJKxBMmyCjUGDQ8PR2RkJDo6OnyymAgkwLBs2TIkJyczF4lPOt5RRxIlNRqN6Onpwblz59DU1AS5XB6QjkQi1waDAREREfB4PBgeHqY3x/T0NNxuN0ZGRqjIWExMDF599VVUVlZibGwMarUaRqMRXV1dGBgYQExMDNra2gDMrM4Qm7X+/n6aIfHaa6/N+n0mJiaQnJyMjIwM1NXV+Tz4amtrqYXeXCcE4eHhGBoawptvvnkjlxVarRadnZ0YGxtDTU1NyA58bGxszhOA+YDjOCgUipArAMnJySFXX72ZmJhAbW2tT7sI9j3sdjtN35svIiIi0N3dDbfbjenpaeTl5cHtdsPj8QQ9zpo1awL8r0+ePInnn39+3s7JH1IuNNfv7Xa7g5ZQ+DM5OYn+/v5ZUxC929rg4CA4jgtQtw8WmRaLxTCbzfP6W90IHo+HWguScxAIBLj//vvp38TX3n8gumXLlps+b1K6MNvnvb3OvSG1rTd67LS0NNTV1WFsbAxxcXHweDxYvnw5dDodWltbceDAAURFRVGby7i4OMTHx+PUqVNITU2FVCoNyDLQ6XRQqVR0wEB+S5vNFjQ190bh8/mwWCxB72ciWOvxeJCamgqNRoPs7OygwoIymQzT09NBXYD88b+n9+3b56NVQcqFiLYBWf0lkJRz//Ml+52vawPM+NfPNkEhYoyEsLAwqudCXk9PT8fnP/95aDQaWCwW5Ofno7CwEDExMQH3LHEakEqlIdNlbxWlUgmz2Yz+/n5qpWowGG74eiUlJeHChQt0AWKueDwePP/887TUBZixM2xtbaXC0LPtj0xQ3G43PvroIzgcDvD5fBw6dAgA6Gqnt2PB9SB2svPRZohdJ9nXkiVLoFarqUOV9zGcTicVUvU/tlwux+TkJNV6slqtIds1KVFwuVxYsmRJ0GylG2HXrl2QSqUhrwexpAsLC0NbWxudrHR1dUEikUAmk1FBuRsNoM8FiUSCmpoa2Gw29PT00HJEQk9PD6qrq6FWqzE9PX1TC0pkP/779sbhcODcuXMYGxvzyZAhYxnieEJcYwharRYKhSKoE9bIyAgtSZ6enoZIJEJxcbFPYJdkyGzcuBECgQCLFy/G5ORkUBHWYEgkEnR1dVFb1YKCAkRHR9OsSI1Gg+rqaixZsgQxMTGYmpoKWRopEAh8spsyMjLQ2dmJ9957L2QQBZiZrF+8eBG5ubno7+/3KaXweDwwGAx3VXDBm8jISFy9epXq2blcLp9AFBlDGI3G62YckEUgEmCYTex7LnMchUIBo9EIlUpFAwx2ux0rV670CXKR8gyVSoWRkRHqDuMflJXJZNDpdBgfH0dFRUVAZqher0daWhp1HZlNs+h2wAIMdwCHw0FX6g8cOIDW1lZs2LABa9euBY/HoyqlwN+iveHh4VQkiM/no6+vD5OTk1TVGJjp2BoaGjA2NgatVott27YhLCwMvb29yMjIoCrIaWlp0Gq1VF0UmEn3zcrKosJhGRkZsFqt152Mm0wmqNVqxMbGYvHixT6r0ZOTk9i8eTOsVuucUqimp6dx+PDhOQ2E/YmLi4NAIKCilqFITU2dtxW0uUKyVG4Fj8eD8vLy69bakej5XGvc54LNZkNzczO0Wi0qKipgMBjA4/FQU1Mz52vZ2NiIw4cPz7sdJYGkNM91/xMTE/jLX/7i81qwlOv+/n68//77c/6eFosFycnJuHLlSsh9AjNt/f7770d5efkdK9mpqqpCd3c3EhISQtbmEWVlYufpjfeKzI1gt9vR2Ng46z1RVVUV9LcM9fr1cLlc6OrqQmxsLN59911cu3YNYWFhVJjqwoULAGZ+b+IAoVQqqX7M+fPnA+6p9vZ2REdHo6qqCjU1NRgYGEBvby8sFgt6e3vx7rvv3vB5elNXV4fBwUGMjo4GrJwQF50PPvgAwEz/QAay/nR0dKC3t/e6opoAqDtIKK5cuQKbzQadTofOzk50dHT4CJqq1WqoVKqA7Kr29naqZ2KxWPD++++Dz+dj5cqVt2WiDsxMBlpaWnzur5iYGKSnp9PAOmF8fJz6mYeCXJuWlhYMDQ3d8u8biunpabz77rtQqVR4//33UVFRccNZaW63m1oz+pd6hIKIt42NjeHDDz+krzscDly7dg3Lly9HU1NTwCCVCMMSwdtTp06hubkZZWVlAeLQMpkMJpOJCrjOBaIqPx/PbfJ8JPfJ9PQ0hoaGqFWlN729vRgdHcWSJUsCHLBGR0dhMBhoIN3lciE+Pn5OGWlzseu+Fex2O6qqquB2u7Fs2TIa7B4fHwefz0dycjLa29sxMjICh8Mx7+fj8XgwNjaGkZERdHd3Izw8nN6DQ0NDGBgYQEREBC3HudlJT2dn56zlmsRRwF8gtbe3F2NjY+jr64NEIqGOboTY2FhER0cHXdkmzjFTU1MoLy9HcXExGhsbfbYh2bRvv/02ent7odPpbkijgEwaZTIZOjo6kJ2d7VP6SFyEpqen8d5772FkZCRkyWFvby/27NlDsztTUlKQkJCAtrY2jI2NBWgwkKAqKRu7cOECGhoaYDQa6T5cLtctB8luJ/Hx8bQ0cmJiAvX19T4BIKJvQXSMZoNk40RGRl63/Hgu5XIkG1ilUtHyiMnJSWRkZAQtlY2MjMTXv/51jI2NobGxMSDAEB4eDqvVivvvvx8FBQVBx3ELnbXgDQswLDBEoIYo1SoUCuzYsQMqlQocx6G/vx8ymYzWCsvlcggEAgwMDOC1117D8PAw9u/fj56eHqSkpNAGp1AosHnzZqSmpmJ8fBx9fX10FWJiYgJbtmxBeHg4pqam8PjjjyMzMxP5+fk0Aq/VarFz507YbLaANNvZ0Gg0aG5uxuDgIMLDw30ac0ZGBlWknsskSqPRYPXq1dfVW5gN4id/N8Hj8fDoo4/ecjqi2+3G008/PWtHRgTVduzYcUvH8objOLz11lt45pln4HK5sH//flqK4m2lORsZGRlQqVRzdpeYK01NTRgaGkJubi6ee+65ed03MLOKdaPKuwqF4rrt/a9//St27doFl8uFZ5555lZO8aZxuVyIi4vD0qVLQ6qvq9Vq9Pb2YuPGjTdcaznbcYeHh0OmfbvdbvT29gZ93+FwzMv1ioyMxLJlywK+d2dnJ/r6+mCxWNDa2kqV2T0eT4D/vMPhAMdxkMvliI6OpoJNdrsdDz744C2fZ2RkJE11Drb6NVfRu6amJnAcF9Sr3h+32z3rebtcLuzduxenTp3CU089hTNnzvicx7lz56jPujdHjhzBU089he7ubphMJqxcuRJ1dXV0BfB2IBQK8dBDD/msDBFBxJuZrJJrU1FRgebm5gW7bxeyj+DxeNi7d2/AM4aUGAVL1+3o6IDT6UROTg5iYmLwxBNPQKlUIiIiIiBzz+12o6SkBMnJySH7HH+Sk5MxPDw8L9fAbrfj+PHjePLJJwHMBBjKy8uh1+sD9n/69GksX7486HlOTk7i7bffxubNm29o8rgQkOc14NtHNDc3w+Px0H6goaGB2n7fLo4dO4atW7dCJpOB4zgcPHgQP/rRjyCVSqkGkb+Y3lw5fPjwrH0gx3F49dVXMTk56XOMvLw85ObmorKyElu2bEFTUxO2bds25+MSIWSy2Ee0WbwhQZUHH3xwzuULBCI+uG3bNuTm5mLJkiU+op4ikQhCoRC9vb148MEHoVQqQ5aTKBQKjI6O0uCAQqFAQUEB1WLzDgASQVPC008/jYGBAZhMJuzfv/+uzViYDW8rckJubi4uXLgAmUx23aAAEVUFZi8/9ng8cwowKBQKmrlFMhhIyVIoiDVqMEFQcn58Ph+JiYlztodfKFiAYYHZsWMHpFIprl69ilOnTkEkEqGrqwsGgwE6nQ4ul4tqLYjFYjpxf+CBB/DQQw/RTuD48eOQSqV48sknodFokJaWhrS0NDgcjqCDJ2811fDw8ICVBaKkfKPpajabjaZ1+qfFx8TEYGRkhGpG2O32oPsg0dJgEdVPAgkJCRgdHZ3zgCoUUqkU58+fnzVQQVYD5ru232Aw4PLlyzS9MZS4ZyjS0tJw+fLloG2Ax+MhNTX1piKtDQ0N2L17923LShEKhbflwbp48WJcunQJarXax3JxIRkaGqI+2sSSzJ/R0VH6u1y6dAm5ubm3vOLMcRz1kw6GwWBAZGRk0PfnK3CWmJiIDz/8MKD2dnJyktpPPvzww8jNzUV6ejqio6MDJhuHDh1Camoqrcd2u93Q6/VwuVzzItxJbIkLCgpuaT8KhQJqtfqWz8cbnU6HmJiYgOCx2+2mImj+52CxWHzeLywsxPvvv0/F/oJl+9zKa06nEzqdzqdsz2Aw0LKTmz2GtxL4QkDKKedbUHK24/lD7ruwsDCfSR3HcXjjjTfA5/OxdetWTExMICIiAsPDw0FL//h8/qyWxMHIyckJapF4M5CUZIK3Pog/U1NTIXV9lEolxsbG5k2gdz4J1U5IhifBbrffkEbHzUDsA8mqfExMDO1zb0YYlzAXgVcej4cdO3YECEhXVlbSCbtOp7thZf2VK1f6BEUtFkvI7DChUOiT4dXX14fe3l6kp6eHXIRwOp3o6elBREQEUlNTqUMVweFwoLOzEzweD7GxsbNm7MbHx6Orq4sKlPJ4PCro3tbW5jNhDqZfRv6+W5zXbpRgZUvJyckoLCwMmu3nj7eeyGwlEkTr4HqoVCpcuHABExMTGBgYgEQigdPpvO6iblhYWNBsciJa663ncDfBAgwLjEqlou4NGRkZEAgEiIqKor6xUVFREAqFMJlMUCgUeOCBB+B0OvG9733PR2iF1AZWVFTQmh6yyhZsshVKTZVAHCSMRuOcbjzC+Pg4JBIJli5dimPHjvm8l5aWhjNnzlCbw1D71el0+MxnPoPx8fFbFvxbqEHYjZCUlIT33nsPaWlptyTASB4s10OpVNK00vlCIpGgpaUFBQUFiIyMRGRkJM1+mQvx8fEoKioKGsByu924ePEiNBoNXnjhhTkPeohI1Z1MAbtZCgoKEBYWRn2m70S7JTaEfD4/5IAtPj6ellFZrdagziU3Q21tbcjB+eDgIAoLC2/r4L2oqCjod9FqtaiurqYWjKRtkbRiEmAwm82orq7GokWLwOPx8MADD1zXMu1GSUxMhEaj8Vm9uhnkcnlQtfJQhJrM+lsQBxsghxqEEeFAb/s3iUSC9PR0fPzxxwHbBzu+/2vX26a9vd3nNySvXb58+Yb3BYC2x4UOMJBVqts9GZwLERERPla+JDOms7MTOp0OcrkcVVVVmJiYuCHngdmIi4vDzp0752Vf/r+pWCwOufAxW0q0QCDAqlWrbqqc807hP9m6XSKP3pAAAzBTfuZdC09caG6GUKKc/qSmpiI1NdWnrx8ZGcHx48eh1WrBcdwNB63DwsJ8avcffvjhOeuJVFZWIi8vD4sXLw6ZzUnGA6EE1j0eD3p6ehAZGYnPfvazs16HuLg4Wq7pTWZmZsDnzGZzQB9DMjHuxsnrXCHuKeReDgsLw7PPPovXX3/9up/1FoWdrT+Yq7h8SkoKdu7cCY7jaJCKlGne6Pcgn+U4LuTCsj8LqT8HsADDHYOI6xBdhPDwcOrHLhQKwefzodPpcOTIEYhEIqSnp/uohKrVamRkZFAla6PRSP3dSRZAV1cXgJlBX6gIGEEsFuP48ePo6+sLKm4TioqKCmzevBlLlixBVlaWz3sRERHYs2cPtccsKSkJuo9r166hpaUFLpfrllai/VO87hbS09Oxf//+OdVAf1Lh8XgBNl/eLF26FC0tLWhrawvZTvzRaDRzEsi8GxEIBCgqKkJ7ezvy8vLuyAO8ra0NHMdh+fLl1z3+fKr/AzMrOzabLajIksFgmFUl/XZCnHhsNhvKysowNTVF+86WlhYcOXKElrdlZ2djxYoVty17ZvHixfOS0SWXy+dc50y+a7BBK7FoC/W7AaHbiXeAwTuNcy52rjdLREQEeDyeT4AhPz8/pLXdXFnoAAMJEN3uAMNcVoVDOWdYrVZcvXoVq1atQnx8PPh8/g0FoK/H7dKpIQN0/8ADETGdjYcffvi2nNN8YLfbA86fWKwSW+yJiYlZn8nzQUxMDM6dO0dddp5++mn63q0EGG5FZDUlJQVCoRAWi2VefsPY2Ng5Z6dGRUVh8+bNuHjxYshrb7FYoFAoQgYO+Hw+5HI5Pve5z133GoTKEpFIJAEBjmCTZKlUivDw8Lty4W6uZGZm4siRIwH3A4/H8wmWEhwOBx544AFq40kyGGazuJ9rgIFkndwMUVFRmJqaCvp5b+Hi2ZirHs98cffNxj4luN1unDt3jqbHkFQXsVgMPp9PJ1ykA46Pj0dHRwf9/OTkJB599FHawaSlpWHJkiV45513UFxcjHXr1mF8fBwAsHr1ahq9DtVRbN++HUKhEG+99dYNRXSdTiet0X700UeDbjPbjQnMKDkfPXo0pOXQXJlrmtJC46/kywhOTk4O3n777evaYBK6urru+ZIact/fiQBDVFQUuru75zRB9lfivlVyc3PR2dlJ64EnJiZods7g4OBtnXjOBvk9XnjhBQgEgrtOz+VmIIPpuehnTE1N4eLFi0EHrmazGWazGS0tLSH7s1AD/6SkJJw7dw4cx83bavT1WLFiRYAF8M3We3sjFotv+8qvNyQ4c7u5FYvnkpISJCUlISUlZd5tkucb/zGQx+OBw+HwyfKZrTziXmD79u0B3zMtLQ1f+tKXfF673QLDBQUFIUu8hEIhtFotampqbni/drv9pgMMQqEQBoPhjtWrK5VKGI1GnD59Ouj7ZrP5upkxERERcz7/yMjIoA4E/gTLkgoLC7un7wMAWLVq1ZwdPICZxdpTp04hPT0d4eHhc9LgupW+c65ER0ejrq4uYBzW19dHBf6vx0KX47IAwx3iM5/5DI4dOwaHw4Hdu3ejr68PAwMDcLlc8Hg8iIiIwOrVq4N+1uPxYHx83EfJNSIiAhEREXC73RAKhUhLS/OxLHM6nbPeBDc7wSH2mbMpauv1etx3330h3xcKhXj22Wdv6vje3K0BBsbcIIJvTU1Nc97+Xs1gIJD054Uu8+jp6QHHcVi0aNGcfNknJibmnFkyF3Jzc3Hw4EEfd4q1a9ciLCwMaWlpSElJmbdj3QhkRfOTRklJSYB1ajDi4uLQ398f8v2EhATYbDafGmTvFeBQAYbExMTbIsI6G0ql8rbcV1KpdEGfM3K5HN3d3Tdt5zdXiAX2zSAUCoNapN6N+KcaZ2Rk4IMPPkBpaanPdjeqFXE3Eeq5eKcci4LB4/GortjNMNfsC5PJ5LNSPTExgYaGBqSnp9/WFd28vDwsX76c/u2dYfvUU0/NOnG9Xr91I6vgGzZswLvvvnvdxZjBwcGgE/HHH398zsf6JCCXy+HxeFBRUQFgRiQ5MTERXV1duHr1atDPDA8P31axVAAoLCxET09PwOs7duyAx+OZ00LRQi/IsQDDHUIoFPoMGGJjY9Ha2krts65XK+PfmGUyGQYHB6k6rz8cx8FmsyE2NnbWlazx8fE5TTgSEhKgUCgwNDSE9evXXzd9UyQSzYsC/WyMjY2xAMM9ztKlS+/0KSwoZMV8IeE4DmVlZTeUHsrj8ea13jg8PBxf/OIX521/80l4eDgOHz6M1NTUO30q88Z8aWf4Q1JwvQPU93I67VyIiYnBli1bFux4WVlZsFqt8y7c649AILglB6d7hfDwcFy+fJm2WR6Ph6KiolsunWHcOLeatToX/u7v/s7nb6fTie7ubqSkpNzWLIaDBw/6BBimp6epYDSxx7xZnnjiiTlvK5fL8cgjj1w3CyoxMTFoYP9e0hmZLx5++GGaAa5QKBAXF0f/G4y4uLjbvigiFotvWfD5Zi1hbxYWYLhDEGVoArF0SkhIAMdxN7xamJ+fj5aWFsTHx0Ov1wcVLiIR39km+ikpKXNSHK+oqIDL5YLdbkdaWtqCpHDOhbtR1ZnBCEV4eDiGhoYWVDtkYmICGRkZt+xq8kllrtarjOABhk8DCxlEEYvFn4qJ/0KxadOmAOu6e73UjhEa/3tVJBLd8kRtLkRGRvqU2kxPT9+xcoOYmJh51UT5pEMywoGZ4EFWVhbi4+MDdOYYs8MCDHeQYB2OUqm8qRTdyMjIW3ZgYDAYC0t6ejqMRuOc0tfnk9lKlhiMuSISidDf308HYzcr2sZgLBRyufyu84tnfPLIycnBuXPnkJCQAGAmjZ4FCu89eDwePvzww9ueQfZJhMd9EgtO70IMBgOUSiX0ej1VSHc6nQgLC7vrRZEYDAaDwfBneHgYAwMD9G+ZTPapK3NiMBgMfziOw/DwsM+CYXJy8l2lg8G4Pg6HA3a7HUKh8JbKWu4Ggs1Dbycsg+EOcrvszRgMBoPBuN0kJyff80KrDAaDMd/weLw7JlbMmD9EItGnrgRwvmChNAaDwWAwGAwGg8FgMBi3DAswMBgMBoPBYDAYDAaDwbhlWICBwWAwGAwGg8FgMBgMxi3DNBgWCCL0stA+pAwGg8FgMBgMBoPB+HRC5p8L5e3AAgwLxOTkJAAgNTX1Dp8Jg8FgMBgMBoPBYDA+TUxOTkKpVN7247AAwwIRFRUFABgcHFyQH5bBuBMYDAakpqZiaGhoQWxwGIw7AWvnjE8DrJ0zPg2wds74NKDX65GWlkbno7cbFmBYIIj3rVKpZB0Y4xOPQqFg7ZzxiYe1c8anAdbOGZ8GWDtnfBog89HbfpwFOQqDwWAwGAwGg8FgMBiMTzQswMBgMBgMBoPBYDAYDAbjlmEBhgVCLBbjX//1XyEWi+/0qTAYtw3WzhmfBlg7Z3waYO2c8WmAtXPGp4GFbuc8bqH8KhgMBoPBYDAYDAaDwWB8YmEZDAwGg8FgMBgMBoPBYDBuGRZgYDAYDAaDwWAwGAwGg3HLsAADg8FgMBgMBoPBYDAYjFuGBRgYDAaDwWAwGAwGg8Fg3DIswMBgMBgMBoPBYDAYDAbjlmEBhgXgt7/9LTIzMyGRSLBy5Upcvnz5Tp8SgzEnXn75Zdx3332Qy+WIi4vD448/jo6ODp9tOI7DD3/4QyQlJUEqleKBBx5AS0uLzzZ2ux1f//rXERMTA5lMhkcffRRqtXohvwqDMWdefvll8Hg8vPTSS/Q11s4ZnwSGh4fx3HPPITo6GuHh4Vi2bBmuXbtG32ftnHGv43K58C//8i/IzMyEVCpFVlYW/v3f/x0ej4duw9o5417k0qVL2L17N5KSksDj8fD+++/7vD9f7XpqagrPP/88lEollEolnn/+eUxPT9/QubIAw23myJEjeOmll/D9738fdXV12LBhA3bu3InBwcE7fWoMxnUpLS3FV7/6VVy9ehVnzpyBy+XCjh07YDab6TY//elP8fOf/xy//vWvUV1djYSEBGzfvh1Go5Fu89JLL+G9997DW2+9hbKyMphMJjzyyCNwu9134msxGCGprq7GK6+8giVLlvi8zto5415namoK999/P4RCIT7++GO0trbiv//7v6FSqeg2rJ0z7nV+8pOf4Pe//z1+/etfo62tDT/96U/xs5/9DP/7v/9Lt2HtnHEvYjabsXTpUvz6178O+v58tev9+/ejvr4eJ0+exMmTJ1FfX4/nn3/+xk6WY9xWVq1axX35y1/2eS0vL4/7zne+c4fOiMG4ecbHxzkAXGlpKcdxHOfxeLiEhATuxz/+Md3GZrNxSqWS+/3vf89xHMdNT09zQqGQe+utt+g2w8PDXFhYGHfy5MmF/QIMxiwYjUYuJyeHO3PmDLdp0ybum9/8JsdxrJ0zPhl8+9vf5tavXx/yfdbOGZ8Edu3axX3uc5/zee2JJ57gnnvuOY7jWDtnfDIAwL333nv07/lq162trRwA7urVq3SbiooKDgDX3t4+5/NjGQy3EYfDgWvXrmHHjh0+r+/YsQPl5eV36KwYjJtHr9cDAKKiogAAfX19GB0d9WnjYrEYmzZtom382rVrcDqdPtskJSWhqKiI3QeMu4qvfvWr2LVrF7Zt2+bzOmvnjE8Cx44dQ0lJCZ5++mnExcVh+fLl+L//+z/6PmvnjE8C69evx7lz59DZ2QkAaGhoQFlZGR5++GEArJ0zPpnMV7uuqKiAUqnE6tWr6TZr1qyBUqm8obYvuNUvxAiNVquF2+1GfHy8z+vx8fEYHR29Q2fFYNwcHMfhW9/6FtavX4+ioiIAoO04WBsfGBig24hEIkRGRgZsw+4Dxt3CW2+9hdraWlRXVwe8x9o545NAb28vfve73+Fb3/oWvve976Gqqgrf+MY3IBaL8cILL7B2zvhE8O1vfxt6vR55eXng8/lwu934z//8T+zbtw8A688Zn0zmq12Pjo4iLi4uYP9xcXE31PZZgGEB4PF4Pn9zHBfwGoNxt/O1r30NjY2NKCsrC3jvZto4uw8YdwtDQ0P45je/idOnT0MikYTcjrVzxr2Mx+NBSUkJ/uu//gsAsHz5crS0tOB3v/sdXnjhBboda+eMe5kjR47g4MGDOHToEAoLC1FfX4+XXnoJSUlJePHFF+l2rJ0zPonMR7sOtv2Ntn1WInEbiYmJAZ/PD4j4jI+PB0SYGIy7ma9//es4duwYLly4gJSUFPp6QkICAMzaxhMSEuBwODA1NRVyGwbjTnLt2jWMj49j5cqVEAgEEAgEKC0txa9+9SsIBALaTlk7Z9zLJCYmoqCgwOe1/Px8KjrN+nPGJ4F/+qd/wne+8x3s3bsXxcXFeP755/EP//APePnllwGwds74ZDJf7TohIQFjY2MB+5+YmLihts8CDLcRkUiElStX4syZMz6vnzlzBuvWrbtDZ8VgzB2O4/C1r30NR48exfnz55GZmenzfmZmJhISEnzauMPhQGlpKW3jK1euhFAo9NlmZGQEzc3N7D5g3BVs3boVTU1NqK+vp/9KSkpw4MAB1NfXIysri7Vzxj3P/fffH2Az3NnZifT0dACsP2d8MrBYLAgL853e8Pl8alPJ2jnjk8h8teu1a9dCr9ejqqqKblNZWQm9Xn9jbX/uepWMm+Gtt97ihEIh96c//YlrbW3lXnrpJU4mk3H9/f13+tQYjOvyla98hVMqldzFixe5kZER+s9isdBtfvzjH3NKpZI7evQo19TUxO3bt49LTEzkDAYD3ebLX/4yl5KSwp09e5arra3ltmzZwi1dupRzuVx34msxGNfF20WC41g7Z9z7VFVVcQKBgPvP//xPrquri3vzzTe58PBw7uDBg3Qb1s4Z9zovvvgil5yczB0/fpzr6+vjjh49ysXExHD//M//TLdh7ZxxL2I0Grm6ujqurq6OA8D9/Oc/5+rq6riBgQGO4+avXT/00EPckiVLuIqKCq6iooIrLi7mHnnkkRs6VxZgWAB+85vfcOnp6ZxIJOJWrFhBLf4YjLsdAEH//fnPf6bbeDwe7l//9V+5hIQETiwWcxs3buSampp89mO1Wrmvfe1rXFRUFCeVSrlHHnmEGxwcXOBvw2DMHf8AA2vnjE8CH374IVdUVMSJxWIuLy+Pe+WVV3zeZ+2cca9jMBi4b37zm1xaWhonkUi4rKws7vvf/z5nt9vpNqydM+5FLly4EHRM/uKLL3IcN3/tenJykjtw4AAnl8s5uVzOHThwgJuamrqhc+VxHMfdRCYGg8FgMBgMBoPBYDAYDAaFaTAwGAwGg8FgMBgMBoPBuGVYgIHBYDAYDAaDwWAwGAzGLcMCDAwGg8FgMBgMBoPBYDBuGcGdPoFPCx6PBxqNBnK5HDwe706fDoPBYDAYDAaDwWAwPuFwHAej0YikpKQAG9fbAQswLBAajQapqal3+jQYDAaDwWAwGAwGg/EpY2hoCCkpKbf9OCzAsEDI5XIAMz+sQqG4w2fDYDAYDAaDwWAwGIxPOgaDAampqXQ+erthAYYFgpRFKBQKFmBgMBgMBoPBYDAYDMaCsVBl+kzkkcFgMBgMBoPBYDAYDMYtwwIMDAaDwWAwGAwGg8FgMG4ZViJxl2G1WqFWq31eEwgEyMzMvENnxGAwGAwGg8FgMBgMxvVhGQx3GZ2dnWhvb4der6f/Tp8+DbfbfadPjcFgMBgMBoPBYDAYjJCwDIa7DKfTicWLFyM3N5e+NjAwAJfLBT6ffwfPjMFgMBgMBoPBYDAYjNCwDIY58MMf/hA8Hs/nX0JCwm05lsPhgEgk8nlNIBDA5XLdluMxGAwGg8FgMBgMBoMxH7AMhjlSWFiIs2fP0r9vVzaB0+mEUCj0eU0oFLIAA4PBYDAYDAaDwWAw7mpYgGGOCASC25a14E2oDAan03nbj81gMBgMBoPBYDAYDMbNwkok5khXVxeSkpKQmZmJvXv3ore3d9bt7XY7DAaDz7+54HQ6WYkEg8FgMBgMBoPBYDDuOViAYQ6sXr0ar7/+Ok6dOoX/+7//w+joKNatW4fJycmQn3n55ZehVCrpv9TU1Dkdy+FwsBIJBoPBYDAYDAaDwWDcc7AAwxzYuXMnnnzySRQXF2Pbtm04ceIEAOC1114L+Znvfve7PlaTQ0NDczoWK5FgMBgMBoPBYDAYDMa9CNNguAlkMhmKi4vR1dUVchuxWAyxWHzD+3a73QECkqxEgsFgMBgMBoPBYDAYdzssg+EmsNvtaGtrQ2Ji4m3ZP4/H8/mbBRgYDAaDwWAwGAwGg3G3wwIMc+D/+//+P5SWlqKvrw+VlZV46qmnYDAY8OKLLy7I8ZkGA4PBYDAYDAaDwWAw7nZYicQcUKvV2LdvH7RaLWJjY7FmzRpcvXoV6enpC3J8gUAAi8WyIMdiMBgMBoPBYDAYDAbjZmABhjnw1ltv3dHjsxIJBoPBYDAYDAaDwWDc7bASiXsAViLBYDAYDAaDwWAwGIy7HRZguAe4kQwGt9sNm812m8+IwWAwGAwGg8FgMBgMX1iA4S7C4/EEOEgAMwEGp9M5p31cvHgRv/nNb2Aymeb79BgMBoPBYDAYDAaDwQgJCzDcRTgcDohEooDXb6REwm63IyUlZc4BCQaDwWAwGAwGg8FgMOYDFmC4i3A6nRAKhQGv30iJhNPphFQqZQEGBoPBYDAYDAaDwWAsKCzAcBcRKoPhRkokSICBiUIyGAwGg8FgMBgMBmMhYQGGu4j5yGBwuVyQSCQswMBgMBgMBoPBYDAYjAWFBRjuIuZDg4HjOIhEIlYiwWAwGAwGg8FgMBiMBUVwp0/g08jRo0dht9sDXnc6nSgpKQl4ncfjgeO4Oe//RjIeGAwGg8FgMBgMBoPBmA9YgGGBsdlscLvd2Ldv3207BgswMBgMBoPBYDAYDAZjoWElEgvM8PAw0tLSAl63Wq3weDzzcowbKalgMBgMBoPBYDAYDAZjPmAZDAtMb28vsrKy0N7eTl8zGAx49913UVhYiFWrVgX93PDwsM9noqKiEBcXF3RbgUAAi8Uyvyd+G+E4DseOHUNiYmLI789gMBgMBoPBYDAYjLsblsGwwHAch8bGRlgsFvrPaDQiNjYWOp3O53Xvfw6Hg/6/2WzGhQsXQh7jXiuRGB0dRXh4ODo7O+/0qTAYDAaDwWAwGAwG4yZhGQwLzNatW3Hy5EmsWLGCvjYyMgKO4zA5OenzujcdHR0+73V0dIQ8xr1WItHX14dFixbBbrdjenoaKpXqTp8Sg8FgMBgMBoPBYDBuEBZgWGDCwgKTRtxuN0Qi0awaDC6XCxcvXqR/t7a2+vwNzGRHtLa2QiQSYXBwEHw+H2vXrp2vU79hOI7D1NTUdR0w+vr6cN9998FisaC/vx/Lli1bmBNkMBgMBoPBYDAYDMa8wQIMCwyPxwt4ze12QyAQzDoR3717N6xWK/27paUFixcv9tnG5XKhq6sLixcvhtPpRGdnJ1avXh00qLEQ9Pf3o6ysLKRWBGHx4sUQCoXIzMzEe++9h7a2tgU6QwaDwWAwGAwG42/cTqc3BuPTAAsw3AW4XC7w+XyYzWYMDAwgPT09YBuVSuVTOhAZGYnExESfbaxWK2JjY5GSkoKhoSHY7XbYbDaEh4fDYDDA4XAE3a9AcHuawdDQEDZt2hTUNSMYMpkMzz333G05FwaDwWAwGAwGYzYOHToEjuOCLggyGIy5wQIMdwFutxt8Ph9GoxF1dXVBAwxzwel0QigUUpFHqVQKq9UKsViMQ4cOYdGiRT7ba7VaFBcXo6ioaD6+RgAjIyN3tESDwWAwGAwGg8GYKxKJBHa7HRKJ5E6fCoNxz8ICDAsMKYNwOp1wu90AAIfDAYFAAKFQiIGBgZvet3eAwel0QqlUwmq1wu12Y9GiRdi+fbvP9l1dXZienr7p480Gx3FwuVwQCoW3Zf8MBoPBYDAYDMZ8IpfLYTQaWYCBwbgFWIBhgSF6C6+99hqio6Ph8XgwNDSErVu3QigUYnBwEA6HAyKRaNb98Pl8mvlAIBN6ksEgEonQ1tYGq9UKp9OJ1tZWn32MjIxAo9FAIpGgpaXlumKMNwLHccjIyJi3/TEYDAaDwWAwGLcTEmCIjY2906fCYNyzsADDAuNyuSAQCCCTybBnzx5YrVY888wzVJTRbDbjpz/9KeRyOXg8HmJiYoLWgVVXV2NiYgK1tbWQyWSYmJiAzWYDn8/H0aNH0dXVhZiYGKhUKjidTkRHR6Orq8tnH2azGcPDwxgaGsKLL76I5OTkhboMDAaDwWAwGAzGXYVcLofBYJiXfQ0ODqK0tPS2aZ0xGHPFYrEs6PFYi19gSICB4HA4EBkZicceewwVFRVQKBRISEgAMOPCsH79eqSmpgbsh2y3evVq3HfffTh48CD0ej1WrlyJNWvW4PDhw1i9ejXGx8ehVquxe/duiMVin32YTCacP38ekZGR85q9wGAwGAwGg8Fg3GsoFAr09/fPy75aW1uxc+dOxMTEzMv+GIybxWAw4O/+7u8W7HgswLDAOJ3OgABDWFgY+Hw+IiIi0NfXB5vNBmAmS+G9995DfHx8wH4GBgag1+shkUigUChgNBrBcRyam5tx9uxZ1NbWQi6XY2hoCGKxOCC4AACjo6M4c+YMYmJisGfPHqSkpNy+L85gMBgMBoPBYNzFkBKJ+WBychLR0dHzsi8G416CBRgWGLfbDR6PR7UT7HY7DTAoFAo8//zztO6Lx+Nh3bp1eOqppwL2c+zYMVy4cAGPPfYYwsLCcOTIEYjFYjzwwAPIz8/HwMAAJBIJ3G43HnjgAZoaY7fbaepXaWkpkpOTERUVhampqQW6AgwGg8FgMBgMxt1HRETEvAQY7HY7RCIRs7tkfCphAYYFxuVyISwsDEKhEL/73e9owIE4P3i7LojF4pAuDx6PBwKBAEVFReDz+Th+/DiEQiFaWlpgNpuh1WrR2dmJoaEhNDU1oampCQAgFAqhVCrB4/FoFgSfz4fVal2Ir89gMBgMBoPBYNyVCAQCCAQCHD58+Jb24/F4sGLFink6Kwbj3oIFGBYYl8sFjuMgEAigUqmg0WhoRoN/gMHfJcIbt9sNm80GmUwGvV4PgUCAsLAwPPDAA1i9ejW6u7uxZcsWXLt2Dbt37w74vNFoxMTEBHp6euB0OlmAgcFgMBgMBoPxqefJJ5+806fAYNzTsADDAuN0Oun/i8ViuFwu8Hg8hIWFBQQYXC4XMjMzcejQIZpiNTw8DIPBgNOnT8NkMuGll16Cx+OB0WiEx+PB6Ogo3njjDTQ2NqK1tRVTU1OorKwMei7Z2dloamqC2WzG2NgYBAIBdu7cydRuGQwGg8FgMBgMBoNxw7CZ5ALjdrvBcRw4joNUKvVxlfAPMHAchw0bNvh8/tVXX0V2djYMBgM0Gg127doFg8GAt99+GwqFAnK5HEuXLsX4+DjEYjEVq0lKSkJSUhLS09ORnZ1N92c2mzE0NAS5XA6dTofS0lJkZGRAKpWG/A7x8fEhMysYDAaDwWAwGAwGg/HphAUYFhiSseDxeCCRSGhQwe12A8CsYjAOhwNyuRx2ux1Lly5FcnIyVq1ahbNnzyI+Ph5jY2NISkqCXC7H1NQU+vr6sH//fjidTlRXV0MkEqGsrAxLly6l+2xpacHw8DA0Gg1sNhvKy8sRGRmJZcuWITExMeAcJicnkZWVhWXLls37tWEwGAwGg8FgMBgMxr0LCzAsME6nEx6PBxzHQSKRgOM48Pl8uFyuWT/3s5/9DOPj41Cr1diyZQsEAgEiIyNRX1+PHTt2oLe3F263G8uXL8dDDz2E8+fPw2g04h/+4R8QFhaGQ4cOYf/+/fS/hI8//hgVFRVQqVT4+te/jnfffRdPPPEEjh8/Do1GE3Aek5OTaGhoQFtb23W/q8PhwJo1a5Cbm8tUdBkMBoPBYDAYDAbjEw4LMCwwJJBAMhiI/oLH45n1c/39/fjc5z6HwcFBeDwe9Pb2IiMjAxMTE4iLi0N8fDzOnj0Lm82Guro6WK1W9PT04L/+67/wyCOPYGxsDGVlZTh27BgGBwdpiUNPTw96enpomUZvby/Ky8vpccPDw7F8+XL6t1Qqhd1uxwMPPBA0w8Ebh8OB8vJy1NTUICwsDC6XCxkZGSgpKUFYWBjEYvFNXUMGg8FgMBgMBoPBYNx9sADDAkM0GFwuF6RSKcLCwujr3mi1WjQ0NIDjOABAV1cXLly4ALvdjsTERJw6dQqLFy/GmjVr8Kc//QnDw8NwOp3g8/mIiIjAjh078PrrryM7OxuXL1+GxWLB+fPnkZqaitTUVERHR2N0dBTDw8PQ6XSwWq34+OOPkZGRAZFIRM+jtrYWer0ea9euRXR0NMRiMdra2vDLX/4SmzZtmtN3joqKAjCjKVFXV4fR0VFotVp85jOfmVXrgcFgMBgMBoPBYDAY9w4swLDAEJtK7wwG8ro31dXVVKgxPDwcYrEYIpEIcrkciYmJWLFiBWJjYxEREYGRkRFYLBaEh4dj2bJleOGFFzA4OAidTofBwUEsXrwYx48fx/DwMEpKSjA6OgqhUIi2tjY8+eST2LBhA44cOYIHHngAKpUKycnJ9DyuXLmC5557DpcuXUJvby+WLl2KvLw8qFQqqNXqGy59GB0dBY/Hg06nwyuvvIK4uDgAQGJiIh544IFbu7gMBoPBYDAYDAaDwbhjsADDAuN0OsFxHNxuNyQSCYAZYUf/AINer0dUVBS2b98OuVyOjz76CMuXL0dGRgZSU1MxNTUFjuMQExOD5cuX46c//SlEIhHi4uIQGxuLs2fP4tFHH8U777wDvV6PgYEBFBQUoKenB2NjY7S8wWg0YuvWrTh58iSKi4uh1+t9XCYaGxvx0UcfQalUQigU4tSpUzAYDFi3bh0iIiLgcDiwatUq5OTk+Jy/w+FAbW1tQOkHKc2Ii4uDVqulwYwzZ86Ax+MFDVjcTtvMRYsWIT4+/rbtn8FgMBgMBoPBYDA+LbAAwwJDXCRIiYRIJAKPx4PD4QjYzuFwwGazUZ0Gk8mEiIgIGI1G8Hg8REREYHh4GMuXL6fCkd6T8czMTKSlpSE7OxsejwfJyckwGo147rnnMDg4iI8++ggff/wxDAYDhoaGkJiYCJPJ5JPBsGrVKkRHRyM7Oxtmsxlnz56FxWLBvn37AMyUdpw/fx7Nzc0+59/R0QEej4fIyEif1ycnJzE9PY20tDQ0NzfTgMLk5CSqqqogk8l8ttfr9di4cSNSUlJu/eL7YbPZUFlZiUcffXTe981gMBgMBoPBYDAYnzZYgGGBcblc1DVCIpFAKBTC4/HAZrPRbTweD9rb29Hd3Y3S0lJ0d3dDIBDAbDZDIpHgz3/+MzZt2gSLxYJLly5BJpNRa8qWlhacO3cOzc3NcLlcGB4ephP57u5uOJ1OXL58GWNjY1CpVJDJZIiKigKfz8fvf/97WvZw+vRpSKVSqs+QnJwMjuPQ2toKHo+HhoYGmo0QDJ1Oh9WrVyMrKwsbN26kr09NTeHq1avYuXMnXnvtNZSUlAAA4uPjERYWhtzcXJ/99Pb2QqPRYPXq1fOeycBxHK5duzav+2QwGAwGg8FgMBiMTyufmADD5OQk3njjDbz00kt3+lRmxe12U9cIkUgEoVAIjuNgsVggFAoBAAaDATweD5mZmdizZw++9rWvQSaTweFwwGKxICsrC4WFhRgdHUVLSwsOHz4MsVgMlUoFnU4HtVoNl8uFhoYG7N69GzqdjpYwxMfHIysrC5WVlfi///s/6PV61NbWYnR0FGvXrkVHRwdOnjxJsxaMRiNqa2uRnp6O+Ph42Gw2yGQy5OXlISIiIuh3vHTpEqKiojA6OorOzk4IBALk5OQgNjYWCoUCBoMBDQ0N8Hg8OH/+PADAZDJhcHAQarXaZ18GgwGjo6MwmUxYuXLlTV1zsViMxYsXB7xOSjI8Hg8V22QwGAwGg8FgMBgMxs1xTwcYOI7D6dOn8ac//QkffPABFArFXR9gIE4PAoEAPB6PZjBotVpYLBaMjIygp6cHg4ODGBgYwB/+8Ac0NjZCKBQiMzMTXV1dcLlc0Gg0GBoaQnZ2NiQSCY4cOQKz2YzBwUGUl5fD4/HA6XSir68P4+PjuHbtGnbv3o3e3l709vbC4/FAJpNBrVbTY507dw7T09Po6elBSkoKysvLER4eDrPZjJqaGiQnJ0OtVkMikaC0tJS6TXhnMthsNpSUlGDVqlXQ6XS4fPky1qxZg7KyMhQWFoLH46Gmpgajo6P43Oc+Rz/HcRyOHDmCvXv3+lwvm82Gv/71rxgfH8fFixeDXtP4+HgUFhaGvOa1tbWIiYlBdHR0wHtRUVHQ6XSIiYm5kZ+RwWAwGAwGg8FgMBh+3JMBhv7+frz66qv4y1/+guHhYRw4cAAnTpzA5s2b7/SpXReXy4XW1lbExMSA4zjU1tZieHgYQqEQQ0ND6OnpQX9/P/r6+hAfH4+CggIoFAqIRCIUFhaioaEBEokE1dXVOHv2LFwuFyYmJhAWFgalUomtW7cCAEZGRjAwMACj0UjLK/r7+2GxWKjwotvthkKhgEAgQHx8PDIzMxEXF4fW1lZotVpER0cjJSUF8fHxaGxsxEMPPYTW1lYsX74cGo0GAGCxWFBdXU21E5qbm3H58mWIxWIAM5klJ06cgFAohN1uh1QqRU1NDfr7+7F582YfS0ybzYbOzs4AHQaLxYJdu3bB6XQGvaZlZWWQSqUhMyocDgfeeust5OfnAwDkcjnkcjkSEhIQHx+P+vp6JCcnIzMzkwpvMhgMBoPBYDAYDAbjxrhnAgx2ux1Hjx7FH//4R5SXl2Pnzp34+c9/jn379uE73/kOCgoK7vQpzgmTyYSxsTH80z/9E959913IZDJkZ2fjn//5n1FfX4/t27ejtLQU//M//4OcnBxs3rwZf/7znyEQCLB582Z4PB4UFRXB6XTC6XQiPj4eer0eU1NTmJqawuc+9zkoFAp86UtfgkQigVgsxrPPPouuri7s2bMHx44dQ1ZWFgDgxIkTMBqNGBsbA8dxUKvVuHz5MmJjYxEWFobBwUGMjIzAbrdDr9ejsbEREokEDQ0NNDAgk8mwadMmKBQK9Pb2QqfTQafT4b777oNIJILFYoFSqcTFixeh0+mQnJwMi8UCrVaL1157DVKplF6b8fFxNDQ0IDk5mZaLADNOFt4aFQSVSoXMzEykpKSgo6MDHMcFveZutxuNjY3QarUAZnQgNm/ejMuXL2PTpk1wOBxoa2tDZWWlT5CKz+cjKSmJlU8wGAwGg8FgMBgMxhy4ZwIMycnJKCgowHPPPYd33nmHuhMQN4N7haKiIrS3t9PJ98aNG3Hy5EkcO3aMpvnbbDY4HA4fUUO73Q5gZnKsUqkwODhI9QMuXryIiYkJDA4OorS0FJGRkdBoNJiamoLZbEZkZCRcLhcOHTqEsLAwGhxQqVSIi4tDTEwMWlpasGfPHpw6dQqrVq1CfHw8HA4HzXZobm7G8PAwOI5DVFQUpFIpPB4PTCYTSktLMTQ0BL1eD4vFAoPBgC9/+cuIiorC9PQ0+Hw+PB4P2tra6PcICwvD0NAQeDweDQx4PB6aYREeHk4dJhwOB7q7u+nffD4fCQkJmJiYwH333Ye8vDya9ZCeng6pVAqLxYKpqSkaqHC73TAYDABAhSq7urrQ1dVFM0SamppQWlpKj+N2u+F0OrF//34AQEpKCpYtW3YbWgWDwWAwGAwGg8Fg3PvcMwEGt9tNRflmcy+4nfz2t7/Fz372M4yMjKCwsBC/+MUvsGHDhhvaR0xMDJxOJywWCxV5dDqdSEtLw5o1awDMCBt6PB76PcPCwmC32+FyuWC1WsHn8+lkuaamBo2NjWhvb4fdbqcCjQKBAAqFAsPDw7hy5QqUSiXq6urAcRwuX75M3RkUCgVsNhvUajW+973vQSAQoKqqCvHx8QBmbCKJBabdbkd4eDgSExOhUqno5N1qtcLlcuHv//7v0djYiMuXLyM+Ph7Z2dm0lGLRokWwWCxwOp0QiURobGxEcnIykpKSoFAo6PWxWCxoaWmB0WikmQOjo6NQq9UQCASIjIyEyWSCXq+HXq/H2NgYqqurAQARERFISUlBYWEhDSLk5+cjPj4e6enp9Bjh4eFYsWIFwsPDsXnzZoyNjWH37t1wuVwwm80+v9e//du/Yf369QgLC8OJEyeQnZ0dshSDwWAwGAwGg8FgMD7N3DMBhpGREbz77rv405/+hG9+85vYuXMnnnvuObrafLs5cuQIXnrpJfz2t7/F/fffjz/84Q/YuXMnWltbkZaWNuf9DA0NIS0tDWazGWKxGAKBABKJhK7sAzOlAgKBgAYYPB4PRkZG8I//+I8QiUSor69HZ2cnLBYLJiYmqN7BkiVLkJ2djZSUFIyMjEClUuHq1auwWCxITk7G9PQ0nE4nVq9ejYyMDLS0tCAxMRHt7e1wu91ITExEQkICqqqqoFKp4HA4IJVKERkZiZ6eHjidTkxPT9Ogg0QigUAggMViAQD85je/gclkgsFgwPT0NNrb2+FwOMDn8zE4OAiz2YyIiAjw+XxMT09DIBBg0aJFcDqdGB8fR0ZGBng8Hj772c9i8eLFVJTR4XDAaDTixIkTyMnJgcFggF6vx9DQEIxGI7Zt2wapVIrz58+D4zjweDzY7XYsWbIE165doyUhIpEIERER/z97/x0l2VXe+8PfyjlXV1fnND3Tk3MeRgllIYEAIyGEwFg2ySCEwZL9M2mBBfheXeDKJthcca9BCBBCEWk0kibnHDrn7upQOedTdd4/+t2bU909eaZ7ZvR81po1XSfuc84+4fnuJ6CtrQ0GgwHRaBR+vx8HDx5EPB4vyQfBGB0dxbPPPguLxYJgMIgvfOELJWEdZ8Nms/HqHefi/e9/P6xW63kteyUxGo0UEkIQBEEQBEEQxEVxzQgMWq0WDz30EB566CH09vbi2WefxZe+9CUIgoDvfe97+NSnPoWbb775ink3PP300/jMZz6Dv/mbvwEA/OhHP8KWLVvw05/+FE899dR5b2f9+vUIh8NIJBLQaDSQy+UIhUI4evQoNzBbW1v5PGBCYKipqcGPf/xjpNNp/PrXv0Y2m4XVaoVWq0U4HMYbb7yB9evXo6amBtu3b4dareYeElarFfl8HlarFZWVlQgEAjxEI51OI5/Po1AoYHR0FPF4HNlsFq2trZDJZDAajQgGg/B6vdDpdNBoNGhpaYEoijAYDJg7dy66u7uh0WhQWVmJ7u5ujI6OQq/XY/ny5RgYGEBnZyeUSiXUajWSySTWr1+Pnp4eiKKI4eFhZLNZDA0NYWhoCHq9Hl1dXchms3C73dBoNNxzJZVKIRgMQqfTobW1FcBEws+RkREYjUYMDQ3B4XDA5XJBFEUsWbIElZWVCIfDAIChoSGsWbMGAwMDEASBH8/y5cvR09Mz7fXK5/M4ffo0KioqAEyESVRUVMDhcEyb8yGXy/FklMeOHYPL5TqnCJZIJPD0009PK3DMJOl0GhUVFWhoaJjVdpwPoijiAx/4AEwm02w3hSAIgiAIgiCI/z/XjMAgpampCd/97nfxne98B1u2bMEvf/lL3HPPPTCZTDyR3+Ukl8vhyJEjeOKJJ0qm33bbbdi7d++062Sz2RKvBBbSwIxN5sEwMDAAhUKBTCaDcDiMsrIyVFZWIp/P8xwMgiDwv2OxGI4dOwaDwYBkMokdO3Ygk8kgEAhg165dUKlUOHnyJMxmM4rFIpLJJDKZDNra2tDb28tDMljYBTPgtVotIpEIQqEQ5HI5BEGAwWCAUqnkywATIRMHDhyATCZDPp/Hjh07eJ4GnU6HbDbLhRGPx8PbwIz5QCCAnTt3IpfLQa1W8xwMRqMR+XyeJ4lMJpMYHByESqWCVqvlSS2bm5thMpm41wcr2WkymRCNRhGPxxEKhVAoFAAAGzdu5KKTSqXCtm3bkMlkuDARiUS4B8hkQqEQIpEIEokEwuEwZDIZCoUCdu/ejSVLlpTkiWDXVhAEWCwWAEBvby9eeOGFsxrBuVwOzc3NWLVq1ZR5crn8rOJELpfDJz7xicsmqo2NjaGjo+OaqMZy9OhReDweXhmEIAiCIAiCIIjZ55oUGBhyuRx33nkn7rzzTvj9fvz3f//3FdlPIBBAoVDgeQkY5eXlGB8fn3adp556Ct/+9renTGej3slkEmq1GgMDA5g3bx42bdqEmpoa9PT0oKOjA+Pj40gmk/jtb3+L/v5+qFQq/Pa3v8Vzzz2HVCqFVCqFZDKJbDaLlStXYnx8HA6HA3a7HYlEAs3Nzairq8Orr76Kz3zmMzh8+DDuvPNOOBwO/OIXv4DJZMLQ0BCcTie0Wi1uv/122O12HDt2DKtWrcK7776LZcuWYcGCBXj11VdhsVjw0EMP4eTJk9i+fTtuvvlmDA8PY+XKlTCZTGhtbUUikUA6nUZtbS26u7tRLBYRj8eRSCQQDAYBgIdVZLNZ5PN5nrSyqqoKMpkMsVgMdrsd8XgcVVVVGBkZQVlZGWw2Gzo7O5HJZKDT6bgoUltbi2g0ikQiAblcjkwmA4VCAYPBgO3bt+P06dOQyWSw2+0QRRHj4+PIZDJQq9UwGAwIBAJnLE05Pj4OuVyOdDrNr5tSqYTP50M8HkdZWVnJdVUqlUin01i0aBHvN9Fo9IwhNE6nE3/1V3+FtrY2DA0NTZlvMBjw8MMPw263T7v+vn370Nvbi7lz5047/0IxGo1IJBKXZVtXGpfLhd7eXhIYCIIgCIIgCOIq4poWGKSUlZXh8ccfv6L7mDyazOL9p+PJJ58saU8sFkNNTQ2KxSLkcjn3YGBu8c3NzaipqUFzczN2796NcDgMjUYDg8HAQxvWrVuHN954Aw899BB+9atfYdmyZRgeHsaKFStw8OBB3HjjjfD7/TAajXjkkUfwy1/+EplMBidOnEA8Hoff78c777yDdevW4dixY9BqtfB6vXC73ejo6IDT6UQkEkEwGITH44FMJsO8efOwYMEC1NbWwul04uabb8bbb7+NmpoaWK1WzJ8/HzfddBNGRkbwxS9+ETqdDtXV1RgfH+dVJFauXIkdO3bg29/+Nj75yU9i8eLFOHXqFBQKBUwmE+bMmYP58+ejUCigu7sbf//3f4+uri48+OCDePHFF9HQ0ID9+/dDrVbDbDbjxz/+MT+vmUwGwWAQ0WgUb7zxBp5//nkUi0UeFlJVVQW9Xg+tVguXy4X169ejr68P27ZtQ0tLC+RyOebMmcOrkjAhIRKJwOPxwGaz4cCBA1i6dCkAwOv1IpFIQCaTYc2aNRBFEaIowu/3o6OjAyaTCYsXLwYwEU7hcrmmLaHKqnp0dnaWeC/odDpeEeOtt97Cnj178IEPfGDaPrZw4UJs2bKF56qYDrvdft55SphXzLWAy+XCvn37ZrsZBEEQBEEQBEFIuOYEBpvNNq3BxEa058yZg0996lP49Kc/fdn26XQ6oVAopngr+Hy+KV4NDI1GM63rPQt3SCQSUKlU0Ol0SCaTfBQ9m82is7MTOp0OCoUCfr8fcrkcvb29eOaZZ5DL5XjCxZ6eHjidTr6fWCyG559/HrFYDIcPH8b4+DiGhobw//7f/+PlKpPJJMLhMMbGxqBWq6FQKKDVamGz2dDa2opAIIBsNgu1Wg2fz4f/9b/+Fx+Z37ZtG8bHxxGNRvG9730PGo0GLpcL3/rWt5BMJiGTyXhoQyAQQDqdhsViQVtbG3w+H5544gmMj48jHo8jlUrxqhRDQ0M4deoUcrkcvF4v3n33XVRVVeFPf/oTampqsG3bNnR1daG7uxuCIPBlmReHVqvlhnkmkykJ/ejo6IBWq0U8Hkc+n8err76KYrGIWCyG9vZ2CIIAhULBq5OwvsU8IQqFAtRqNbq6uvg5VigUEEWRe0cAE8JAT08P7HY7D40RBAEjIyMwGAyQyWQwGAwlCSJDoRB27tyJefPmQafTQS6Xo1gsYuPGjQCArq4ubN26FUNDQ1PCIORyOVwuF/r6+nD69Olp+2AikUBdXV1JBY1zcejQofNOYsmoqqrioshMMjAwgPb29hnfL8Nut5/x/icIgiAIgiCI9yLXnMDwjW98A9/73vdw55138hHkQ4cO4c0338QXvvAF9Pf343Of+xwEQcCjjz56WfapVquxcuVKbN26FR/60If49K1bt+K+++67oG0JgoDDhw8jkUjAarXC7XbzhI/AhNt7KBRCRUUFBgcH8aEPfQh6vZ7nFEilUvD5fDycQKPRYMeOHYhGozh69CiSySScTicqKytx//3345lnnsGKFSuwfft2GI1GGAwG1NfXw+fz8USP8Xgcu3fvRiKRgCAIqKiogFKpRG9vL8LhMEwmEzKZDMxmM+LxOK9wkc1mMTo6ikKhAL1ez0MT3G43FAoFQqEQz+0AAP39/RBFkeejEAQBwIShnUgkeF4Flkehvb2dhzKIooh8Po9oNIpDhw7xBJZsfi6Xg8VigdFoRKFQgMlkQi6X40JPdXU1/H4/rFYr0uk0ZDIZcrkc5HI5CoUCBEEo8SjRarXcM4AdIxNkWMlUQRCgUqn4vqurq/mxAoBCoUB5eTn3ivB6vSgvL+c5KjQaDWKxGHw+HyoqKqDRaNDR0YFYLAaTyYRCoYCuri4kk0meZJIRi8Xgcrm458VkWCWNvXv38lKh50N3dzc/r+fj+cAqiDQ3N0Mmk2Hx4sVnDDm53BSLRV6OdDbo6urCZz7zmZJQGYIgCIIgCIJ4L3PNCQy7d+/Gd7/7XXz2s58tmf7zn/8cb731Fv74xz9iyZIl+MlPfnLZBAYAePzxx/Hwww9j1apVWL9+PX7xi19gaGhoSjvOhSAIKBQKWL9+PU6fPo1CoYBCocAN8TfeeAPFYhHFYhGiKPJEglqtFhUVFejr64Pf70c+n0cikUBLSwuPmzebzTAYDHA4HGhvb0c8Hkc8Hsc777yDWCwGnU6HYrGIEydOIJ1OIx6PQyaTob+/H8ViESqVCoIgYPfu3ZDJZFAqlSgUCshms5DJZDxsgyVXlMvl0Ol0MJlMCIfDMBqN0Gg0KBaL8Hq9yGQy0Ov1SKfTEAQB6XQawIRhnUqloNFokM/nIYoiCoUC0uk09+owmUxIJpMoFot8dDyXyyEcDkMul0OhUCCdTiObzfIkksPDwygWi0ilUhgeHuaJMovFImw2G/L5PIaHh3kbcrkcRFGEIAgoFovIZDJwOp3cYA2Hw/xaaLVaFAoF3nYA8Pv9cDqdKBQKOH36NJYuXYpMJoMvfOELPCmnlFAoxD0hZDIZqqqq8Otf/xomkwkejwdut5snw2T7sNvtCAQCqKio4EZ/S0sLlEolDh06NMW4Li8vh9vtBgB+Tmtra8+7/GQsFkNFRQUvZXouUqkUtm/fjrvuugt9fX3Q6XQ8nORKU1FRgbGxsRnZ13T09vbi1VdfxV//9V/PWhsIgiAIgiAI4mrimhMYtmzZgh/84AdTpt9yyy346le/CgC46667plR8uFQ+9rGPIRgM4jvf+Q7GxsawaNEi/PnPf74g93Ngwuhjhp7D4cDo6Cii0Sj6+/uxdetWABPVDliIwYEDB5DJZNDS0oJcLodsNguPxwO9Xg9gwgju7e2FVquFQqFAPB7niRR7e3sRjUb5qLvf74darYZOp+Oj6qIoolgsckOVVYQQRRG5XA4ymQyZTAYA+HaY0c0qUbAkiIFAAKFQiFePEEURQ0NDkMlkPGRBLpeXeECwUJB8Po9iscj3EYlEuPDAKjiwyhWsTayNzJBWKBRQq9W8JCYALpJEo1EuoJSXl8NsNkMulyMej/Pt+Hw+AODeEcwbxOfzYXR0lFeRYAKLtJ3ZbBbvvPMORFHE/fffD5lMxkMNDAYD1Go1KisroVQqkc/nkUqloNfr0dTUxM9HMBhEY2Mj7HY7zGYzgAlRhZW71Ov1PL/Fhg0bMHfuXO7Zwq7Zvn37SpI+jo6OYs6cOTzU5lywih1btmzBnDlzkMvlcPvtt8PlcpUsJ5fL+fb279/PxZEdO3bMmMBQXl4+qyEK6XQap0+fRjAYPGseDIIgCIIgCIJ4r3DNCQx2ux2vvvoqvvKVr5RMf/XVV3m2/WQyedbSgBfL5z//eXz+85+/pG2wEpHAhCG7c+dOhEIhjI6Ooru7Gw6HA319fdy9nhmGwWAQ27ZtQ1lZGbLZLJRKJSKRCI4fP85DCN555x0kk0kYDAY4nU7EYjHu7s7EAlYSUxRFntTP6XTy0XGfz4eysjKeU4Gtxwzk6upqjIyMIJ1Ow+v18pH9VCoFQRB4KINKpeJCBDtujUaDdDrNPQvy+Tz3hCgWiygUCsjn81POGQulYGQyGb4Og+2XiR0sWSETUqRMVymBlctkZUOBCXHC7/ejWCyirKwMuVwOKpUKRqMRxWKRe0DodDpEo1HkcjkugADgoRhMxOjv74der+dhGYVCAQcPHoRKpYJGo0EikUBZWRnUajUXkFgYSnt7O5RKJe/bb7zxBkwmE4rFIubPnw+ZTAaj0YhoNAqv18v7WCqVgtfrndajYjqYOBWLxbB3714Ui0X85je/mZJPhCXHBICOjg4cOnQIANDe3o53332Xn3cmDJ2NlpYWLqhcCXK5HFavXj1tss1Lobq6Gp2dnXjzzTfP6u1hNBrP+/yfDZfLReEYBEEQBEEQxFXNNScw/Mu//As+97nPYdu2bVizZg1kMhkOHjyIP//5z/jZz34GYCI3wg033DDLLZ0en88HURSh1WqxY8cOuFwumEwmbNy4EXfffTc2b96Mb3zjG3C5XDAajXjooYfw+9//Hj09PWhubkZtbS2CwSBGR0chiiIaGhoQCoUQiUSg1+u5kd3d3V0y2s8MHGmCyUKhwA3zeDwOo9EIi8WCDRs28EoSarUakUgEiUQCiUQCkUgEqVSKh0c0Nzfj5MmTfPtMcDAYDDyxokwm4wKCKIrc20Aul8NsNnMDVC6Xc28A5r3A8iIolUoIgoBUKsXFF7vdjuHhYaTTaeRyOZ6MU6fTIZ1Oo1gsorm5GdFoFPX19YjH4/B4PLBarSUj+iqVCiqVCj6fD8FgEFarlXt+sOOUyWRwOp3IZrNcvCkUCtzThIkJzEB3Op1Ip9NQKpWwWCwQRRHxeBxLlixBU1MTjEYjr9zR0dGBeDyO8fFxiKIIuVyO6upqLjLEYjF+bMyzore3F3a7HVqtFqdOnYJarUYymcTo6Ch2794Nl8sFp9OJTCYDn88Hp9N5Xv3T4/HwsqJPPvkkFi1axKt0SMWal19+Gffeey+AiWoXmzZtgk6nwzvvvMPzdAATAsdHP/rRKUJPRUUFtFotEokE3njjDTzwwANXLJdCNpvFiy++eNkFhsrKSlRVVaG/vx81NTXTLsOu+2SR7GLYsmULPvGJT1zydgiCIAiCIAjiSnHNCQyPPvooFixYgGeeeQYvvvgiRFFES0sLduzYgQ0bNgAAD5W4Gunv7+dJEdloey6X41UIRkdHec6AVCqFvXv3ory8HB6Ph1eYGBsbQ1lZGaqqqqBWqxEKheB0OrF69WocPHgQ9fX1aG1t5cY2y50gl8uRy+WgVCr5/yqVCk1NTejt7YXBYEAsFkNlZSUikQi8Xi8sFgu0Wi1PGhiPx5HL5eB2uxGPx9He3s4FE5YIkXkXOBwOnleBGZ2iKMJisZTkZGDrWiwWnrRRo9Hg+PHjKC8vh8Vi4WEFjFwuh9HRUe4twXJSWK1W+Hw+7iXR1dWFdDqNcDjMvTei0SgKhQJqamqg0WgQj8cxPDzMRQFRFKFSqfj+MpkM1Go1HA4HkskkIpEIHn74YahUKnR0dODEiRMQBAHj4+OYM2cOfD4ftFot90wwGo0YHByEyWTC2NgYQqEQamtrMTw8DLVaDYvFglQqhfXr12Pr1q08kSfLaZFMJnlIBcuNIYoiotEogsEgcrkczGYzKioq4HQ60dvbi1gshtHRUVRXVwMArFYrWlpa0NTUxENVGBaLhYdzeL1ePPfcczAajejr64NGo8Err7xSEgrk8/mwZcsW9Pf3cy+Pjo4O7oUg3XZHRweSyST3kGGCl0Kh4AZ/a2srfvzjH2PFihW8vQyr1co9ky4WjUYDrVaLgwcPcuFDLpejsbHxvHNTTIdCocCtt96K3/zmN6iqqppS6eNssD53IcTjcezZs+eMiT2vFCyHB0EQBEEQBEGcC5k4nQ85cdmJxWKwWCz45je/iXA4jFtvvRX/43/8Dx67/nd/93f4yU9+wsMUisUifD4fNm/eDJ/PB4/HA0EQkMlkEAqFUF9fj97eXhQKBWQyGeTzeZjNZp5fIRQKIZfL8fwGLNmh1HWdGfZmsxnpdJrnV3C5XEilUkgkEnA6ndDpdEilUohEItBqtVCr1Tz3gk6nQy6Xg1qtRj6fR21tLerq6jA2NoZisYihoSEsWrQIyWSSG8Msb0AikYBcLoder0cul4PBYOAVIAqFArxeLxwOB0KhEDfWAfAwAmBihLimpgbhcBg9PT0QBIEns2RJLIGJ3BJsFFmj0UCpVCKbzcJms3GRJpfLoVgs8vnMM0GhUPDyoqzihFar5XkIdDodstksMpkMrFYrUqkUDxFhSS9ZuAoTMJgQI81JIYoi92DI5/O8qgbzMmGVOgqFAheHYrEYRFHkJUjZORQEAclkEnK5nCfUZCEdWq0Wdrud58Zg1415TIyNjfFtABMChEaj4detWCzCaDSivLwcDQ0NGBkZmZJsURRFXlVk7dq1JdU08vk8jh49irVr1/K+WVtbC7PZzCuMABMiQFdXFx5++OELMt6nI5FIwOPx8Pa/8sor8Pl8SCQSuPHGGy/Je6K9vR1Op/OCwhc0Gg0aGhouSNwYGxtDb28vNm3adDHNvCgKhQI6OzuvqIcJQRAEQRAEceVgdmg0Gr2iYcmMa86DAZj46H3ppZfQ3t4OmUyGBQsW4N57771kI2Qm6O/vx+HDh5HJZODxeKBQKKDVarFnzx6k02l4PB6EQiFUV1ejvr4e999/P15//XUA4EYfG2FniQTz+Tz3igAmclBks1n+m416p9Np7sJvtVpRW1sLuVyOxYsXY3x8HMePH4fZbManPvUpHDhwABaLBQMDAzz5oM/n41UOVCoVFztYSAITD8bGxngFidraWl7WsVAooLa2FpFIBGq1GhqNBosWLUJFRQUGBgZgs9ng8XjQ0tLCy4+Gw2FYrVYEg8GSBIsOhwOZTIZXgHC73ViyZAm8Xi93S1+3bh38fj8ikQjq6+tRVlaGRCKBzs5O1NXVIZPJoL+/HzqdDuXl5RgdHeXVKeRyOS9dyXJHsFwXsViMh32wKhQsdIF5eGQyGZ5ngYkHzMCXyWQlYSLsGrFtMeFBLpfDZDJBJpPB5XLxqhXBYJB7MbS0tMDj8aC+vp4n42TrMpEoFAoBmPAGYPkr9Ho9WlpaeFiF3++H2+2GXC6H0WhEMpnkoR0qlQotLS1cVAEmPEi6u7uh1+uxadMm3tekdHR0YGhoCIODg6irq+PCCADucQNMJIl89tlnsWzZspL1k8kk5syZg9/85jcoLy+f1sC9EH20rKwMcrkcIyMj2Lx5M1asWIG3334bixcvRnl5OVQq1UU9Q/x+P1577TXMmTOHH9OVYOnSpdiyZQt6e3u5wDYTjI2N4Wtf+9oFCQyFQgELFizgFU3Oxpw5c9DS0nIpTSQIgiAIgiCuEq45D4aenh7cddddGBkZwbx58yCKIrq6ulBTU4PXX38dTU1Ns93EaWHK0Q9+8AP8x3/8B+688048//zzqK6uxp133on77rsPr776Kurr6/HjH/8Yy5YtQyQSwbe+9S384Ac/4KP/oVAI8Xgc6XSaJzJkyRSVSiVPIMgSOjJBory8HPF4HNXV1YhGo/jsZz8Lv9+PbDYLl8uF06dPc5d9p9OJcDiMdevWoaenB+3t7chkMrDZbGhoaIDf70ddXR36+vrQ19fHM+ivXr0aHo8HGo0G1dXVOHToEHf9NxqN6OzsxMKFC7Fz506sWrUKgUAAHR0dWLBgAS8/GQ6H4XK5UF9fj87OTlRWVkIul6O9vR0mkwk9PT3I5/OYP38+lEolr0KxZMkSLmIw4aC7u5uLEHK5HLFYDGazGclkEoVCAXa7HcVikedPyOVyWLRoERdjTp48ycNK2DZUKhWy2SxUKhVPhqhWqyEIAq+EwYxwacUQaZI/Jl6wqhmsioc0KabU04SFnDBBgl3fYrHIBSa2DSYusFATRiqVgkwm4+EkyWSSb0+aaJO1U9p2JooYDAYYDAYeasJEFFbilMEqhrA8GqlUCmq1mrfJbrfD7/dj4cKFfB2Px4Pq6uqSqiZSDxfWz3O5HD8vJpOJh3aci0wmA6PRiIqKCsjlci6m+P1+xONxNDY2Ip/PY926dQAmEjNKj+lciKKIl19+Gffdd98VGeln18zr9WLPnj0X1DYpy5Ytu2IhFuXl5TzZZSQSwf79+3HHHXecc72XXnoJn/jEJy46VIUgCIIgCII4M+TBcA6+9KUvoampCfv37+ex2cFgEJ/4xCfwpS99iY/2X62Ew2FUVFTghhtuwEsvvYTly5cjGAxi586dSKfTWLt2LeRyORwOB1KpFL75zW9iaGgIwWAQCoUCdru9xJVfJpNBEAQYDAZeWYIZqcwILhQKSCQS3DgTBAGHDh1CNBrlo9x2u5276vf09EAURWzduhVqtRp/9Vd/BaVSiTVr1sBut+PZZ5+F1WpFLpdDY2MjNm7ciGPHjnG3fLPZjHg8jmKxCL1ej9tuuw3AhBG2ePFidHV14Uc/+hFkMhkef/xxfPzjH0dTUxPa2towPj4OAHjooYfwL//yL6iursbw8DASiQQMBgP0ej1OnDgBh8PBs/iPjIwgkUggn8/z0XpgwrXfaDRCoVBAqVRyAzydTiORSGDlypWwWCx8+fb2drS0tHAD0WazcW+K1tZW5PN5BAIBnuCxvLwcmUwGFRUVsNls3N3/vvvuAwD89Kc/xZo1azAwMACDwYB9+/ZBp9PxxJnhcBhz5sxBJBJBTU0N8vk8bDYbAoEAvF4vL2HKqoAwYYEZYsVikQsF7DcLY8hkMkgkEnx5JjjF43HuVcH+Z+vJ5XLu4QCAl/1k/S2RSHDBSqPRQKfToVAo8BwLLAllOp2GWq3mHifMeyOZTCIcDmN8fJx7v7Brk8lk0NPTUyJssOolhUKBCwlMNGMVPSoqKnjoTF1d3RQj1Wq1cu+JU6dOwWq18mNh90hfXx9GRkYwODiIY8eO8bCiC00KOTAwgO9+97tTvAuUSiUaGhrOuJ4gCNNWNpEil8uh0WjQ2dmJ+vr6aQWGcxno8Xgcr7322kWLsGaz+aweHi+99BIWLVrEr9XevXtL8qaciZ6eHvzTP/3TNZvnQRoudTmqhZyLMwlYzCts8rIz0abZQhpudj1yvYYl0XFdW9BxXVvQcV1bzNRxnc/32OXkmvvy2LFjR4m4AAAOhwPf//73sXHjxlls2fkRiUR4Zn9gwsBxOBzc4Ny2bRsfbV6xYgW2bt3KkytWVFTw2Haz2QxBEBCJRKBUKnkeAYVCAZPJxEeNNRoN3G43mpqacOrUKeh0OlgsFhQKBXg8Hm48Op1OuN1u3HrrrUilUjCbzcjn8+jt7YVCoUBVVRU3xgKBAG6//XZEo1HMnTsX4+PjqKqq4u188MEHuYCxYcMGPPjggwAmPsRvvfVWHDt2jBshy5cvx44dO6DRaNDb24uenh4sXboUhUIBkUgEa9euxYc//GH4fD68/vrrOHr0KPR6PY4dO4bBwUEAE+UgR0dHkUwm4XA4eHhAKBSCwWCASqVCIBCAzWaDTqfDkiVL8O677+L48eMlH6bhcBgjIyMoFovI5/N8FLaiogLxeBzhcJhXc/D5fNyA7u7uhk6n42U/d+/ezb0xjhw5AgDQ6/VIpVIlYQb5fJ4fQyKR4BUqDAYD1Go13G43CoUC3G437HY7AoEAVx0jkQjGxsZKyo+yKhyCIEAQBO7RwXIpMK8C4C+lP6UOTNKSoux/loiTzWNhGKwfMg8SlmQTABcMWJUQQRDgcrmg0WiQSqXQ0NCAvr4+hEIhqNVqnghUr9dzTw2tVguj0Qi/38+PSaFQQKPRwGazQalUYnBwkG9Dp9OhtbW1pFoDq1jS2NgIq9WK0dFRdHR0lBhcTIBhuVCGh4dhMpng9/vh9/unDf2QYjabee4Fk8k0bejC0NAQF5YYTLxh8/P5/HmFPbDzysRCRjKZxO23314imE2mWCzi7bffxi233HLO/UxGEASMjIycVXTZvHkz78/AREgKe1adjWXLlmFkZOSC23Q1wKresOfFHXfccVbvkgtxGLxQ50KWDFZKOBzGLbfcgsrKygva1tXG3r170dfXh4ULF06p2MJCzwDAYDCct1fTpXCNOX5eFHSM1w/vheN8Lxwj8N44zvfCMQIzf5zSHGczwTUnMLCs/5NJJBIzGpd8scyfPx87d+7E4OAgstksdu/eDYvFgqamJng8Htx6661wuVxIJpMwGo0YHR3lI83MgE8kEnyUOJVK8VKI0WgUbrcbNpuNCxjV1dWwWCyIx+PQaDSw2+1Ip9MoKyuD3++HyWTC4OAgYrEYKioq0NfXh7GxMR7WoNfrceDAAXg8HnR0dKChoQHRaBTJZBJ+vx9z5sxBIBDA+vXrcejQIeRyOfz85z+HVqvFiRMn0NLSgt/+9rcAgLa2NuzatQt79uzBk08+CWBiVLW1tRX9/f3wer3w+Xzo7e3Fvn37cPDgQYTDYT5i7na7MWfOHF65wGKx8MSK4XAY1dXV3O0+EonA7/dDp9Nh0aJFiEajvIKDxWJBY2MjGhoaSozNeDwOv9+PoaEhOJ1OaLVaRCIRxGIxxONx6HQ6mM1maDQantQxEonA7XbDaDRygYcZ4Tqdjoc0WK1WnruCjb4zQ5sZjRqNBuFwGNFolHssyOVyDA0NYWBggIcOAODVJ9i+WKiCVqvlFUpYLgkmQDAxiZUtlcvl3JgXBIFvgwkGTLxg+5MmCWUJKZPJZInAIQ37YLkwRFHE6OgoD+dobW3l22HtY1UxmJDBwjmk22L/9Ho9b4/X60VlZSUCgQA/zyw/BROKTp48yRN/AhNCl9ls5sslk0kEAgFoNBpkMhm+bm9vLxfWzsTJkyfhcDhKFGjpS0NaPpQJQGwZ1h6WZ2Q6FZuVPGUj5EajEfF4fIrwkUwm8fLLL5+1PG86ncbw8DCOHDnCE4eeC7vdzvMoyGQyHDhw4IzLhsNhBINBLqAlk0n8/ve/n/ISvdCRflEUEQgEuJDDngeXSlVVVUkY0aUSi8Xw85//nIs8arUaWq2WV/ABJu7TRYsWndPgj8fjZxxtyGazGBkZ4X1ocglZ6d+FQgG7du06q/B0OVEoFHC73VCpVNBqtTCZTJe8zVwuh5GREbzvfe/DwYMH8e67755x2UQiwRMFA8C8efNm7NjfK1wPH/9erxeRSIT/ViqVqKiomPJcYu9JKUzAn8zF5vAhCOK9RyKRgNfr5b/lcjlqamrO+m2UTqeniARKpZKHqZ8LFlY/U1xzAsM999yDv/3bv8Uvf/lLrFmzBgBw4MABfPazn8W99947y607N2y0+/Tp09BoNLBarXA6ndyI/NnPfoZQKIRQKIRUKoVUKsWTBCaTSTQ1NaG9vR0KhYJ3FpZ8kLmbp9NpKJVKaDQarFmzBn6/H2VlZTwk4fTp07jrrrvwne98B2vXrsUbb7yBSCQCu92Oj33sY2htbcWqVav4qPFbb72FsrIyPgKvUCiQSCTgcrnwwQ9+ECdOnMDGjRthNBpx7NgxOBwOPProo9i8eTO++MUvcvdwQRAQjUYRi8XwD//wDzxZpyAIWLJkCU6dOoVcLoe6ujruHXH06FGEw2HU1tYCAA4ePAiTycRDNFg5TGAi2d7rr7/OR+69Xi+sViu2bdsGi8UCn8+HeDyOZDKJXC6H/fv3T7mZWanNaDSKbDbLq08UCgWIooixsTFks1kAfxmF1mg08Hg8MJlMPAxBp9NBp9MhkUggkUggk8lAp9MhEokgn89DEASMjY1BrVbzEXqW04BdR6vVCr1ez9sUDAaRzWZLDDhpzgZBEJBKpRAOh0tCKdj/rAoFM9jZMTHBTmoEARN5CJgnBBsxVygU/PxOrkrC/mZ5KFhFDCbISPOEMGFBmlOB5VtgVTek+SykJS6z2SyUSiXsdjvC4TACgQCvksJCc+RyOb9OzBNDp9NxgScSicBsNnPvB6VSiXg8zvuSSqXifaiurg46nQ4ymQz5fB5z587l/WZoaAgOhwM6nQ4OhwMGgwFOp5NvJ5FIwO/3Y3BwEMlkEhUVFSX9rVgsor29HatXr57yISuKIoLBIDweD7RaLYrFIrLZLE6cOIEFCxaU9N10Oo2RkRHu8TGdEcDykJw+fRqFQgEajQaiKMLv95/RRU9a9WXyMnq9nreBPX/O5fHB2rpo0SI4HI4S7wa9Xs+TmjIKhQL2798PhULBK9qwdkmPUaVSXVBeilwuh66uLp57g4k4wMQLm73opedyshHP+rfZbEZ/fz8XZFnbstksIpEIT3jJjuf111+f4oEyGZVKVTISzxLGspAklgtlfHycPy+ksHPIQtbOJIBJf7NcPSyB8PmIQJO3JQgCr26UTqeRzWbPy/2T9Z/m5uaS68jKCjudTuzevfus+5b+ZoLj3r17UVNTc159QxRF7kl2NqLRKPR6PS9VPBn2XgKmd32dPG2yuApMiKAWi2VGQz/KysrgdDqnTGf5dq4XEokEAoEAli5dyqexBNvSa8CWdTqd/Jql02n4/X6Ul5fzZQRBgNfrRTKZxE033XTO+8ZgMEzxwrkULrfgk8/nEY1GL6odTKCfDplMxqtXTUatVl90XqHLgdfrPWeY4mRqamquiUFNYnYpFos4ffo0ZDIZfxcXi0X09PTw3HHAxMBBa2vrGe8D9r0x+RsyGAwCmBjQnCx8CoKAQCDAfzOP5JnimhMYfvKTn+CRRx7B+vXr+YXI5/O477778KMf/Wh2G3cehEIhnsCRlTCcP38+3njjDSiVSsybNw8ejwcej4dXichkMnA4HNBqtbDZbFCpVNxlnn0EM+MnmUzyvAs1NTU4fPgwqqurkUqlMD4+jra2Npw6dQqiKKK/vx9msxmBQAAGgwHz5s3DwMAANm7ciF/96lcwm83o7u7mo8XpdJqHXhw6dAijo6P49Kc/jWKxiP/4j/9AIpGA0WiEzWaD1WpFLBbDn//8Z9TX15eobkNDQ3jzzTcxMjICk8kEt9sNv98PtVrNDUibzQaZTIb6+nro9XoeOtDV1YXNmzfzRHd+vx/5fL4kdwCDxf/HYjHccMMNOHHiBFQqFVwuFwwGA0KhUIlBxPILsA+EXC6HVCoFq9XKq0OwcBEmVGSzWajVaiiVShiNRqjVahiNRm6UWSwWqFQqRCIRHlLAqk6wnApms7lkdJudA5Z8EZgY0VSr1bBarTwEhrWTCUHJZBJ6vZ4LFTabjfezeDyOfD7P98dKWEoNNZZ4kr00J4dHMFGCPSDZg1E6Gs6OgwkCLF+CQqHg/5ihpFQqYTAYSkIzmKBmMpn4aKRKpeL7UCqVyOfzCIfDPMdEPp/nogWr9pHNZqHRaHhuCNaHy8rKMD4+jkKhgNHRUX7tWSlWJuq43W4EAgEujmUyGV6FpK2tjZfdzOfz6OjogF6vRygUQk1NDVKpFBdm2P3Z19eH+vp6jI6Olnxg5fN53i9MJhM/d8ViEQcOHOAeJszzRBAEOJ1OtLa2orq6mm+HVS5hoo/02gB/EYCMRiOMRiPPSRKLxaDX67kgotfrMWfOnJL7iIX1SA2vfD6PoaGhkhfa4OAgVq1adU6DMpVK4ciRI+jp6SkxQFn/kxr17D7S6XTYsWPHlBFxdr+aTCbej6TePFJYjhnG+Pg4F9fy+TwcDgfGx8f584RNl76UpedTei5YPhxgqlCXy+WwZcsWvj4LK5oMu2cmTwPA7x2W2JYlnDWbzXC73SV5CNg67P47efIkz23DprOPFbZt9n9bWxtvH+tHCoUCDQ0NUKlUcDqdZ/UIkMlkaGpq4s8Bdr78fj96e3shk8n4vcm8UDweD7LZLBd9gIl+yMrWOhwO/j6cfF7Y30zMkT6X2Lz+/v5pjZ5CoVDixSMNN5ssck0Ws9LpNN56662z5kJh94ZarZ5yP0q3xf5J95nL5XiyXtam6drPBH92rJPDvyb/z4TcuXPn8vcWu/e7urpQXl7OSxCz5MWjo6Ow2+38+cNgx8KeJWwfTKiRhuaZTCYkk0n09vae0QCtqanhXkpyubzEQ09KMpnkZa/Z+2gyLDSLzfP5fCX3bmNjI44dO8a3x+5Vdk2YuCeKIoaHh/n9nclk+L3BiMViqKmpQSgUwssvv1zikSf9BmHv2nw+X/KdMbl/MaTPwlQqVbIME+j1en2JYO9yuaZ8B2m1Wj7AxLz3pOdJ+twqKyuDVquFTqdDT08PTzzNnnHT9XeZTIZ4PI7Ozk7o9fqSvp5IJJBMJrm3VTqdRlNTE3+ns3/xeBwGg4GLEKwfSM8hay8LvWNoNJopYrcUNsCTzWYRi8WQyWTg9Xrh9/t5/9FoNHjf+94HpVJZMso7najMrpnX6+WDLWyAJxwOQ6lUwuVy8eeL9ByzASv2vGZCMRtcYd8z0ncBe9Yzzz+z2cxDl5nnts1m4wMG7JrIZDLuGTm570iv3eTnhHQegw3eTIadk3MJLew9yt73JpMJDQ0NvF1M2Gb9RKfTXXAZb2DiXvb5fDwZezQaPW9xNJFI8ApxrM1n8/KMx+MYHR0tGSyoqqriIm2xWMTJkycxMjLCy9mLosifty6XC11dXfzbdHh4mA+eWSwW3i8dDgdPoM3uJyllZWXo6Ojg38dSjh49yhOsA5hxofiaqyLBYNUNRFHEggULpnwUX22w7J0sqzqL6ddoNPjGN76Bz3/+84jH47j99tvx9ttvo6KiAoIgwOfzoaysjMd3V1VVYd++ffwDjrnHshuR5U5gD2H2AGCuzjfeeCNOnTqF5uZm/OEPf8CaNWtw/PhxABM3h9VqRSqVgsfjwerVq9He3s5f5EqlEuXl5dzbIZPJwO/3w2q1ckOSJeVzOBzYv38/Nm3aBJVKBYPBwF+Ee/fuhcPh4C+L8fFxXjJx//79/GZMpVKIx+P841r6EtHr9RBFET6fD3a7fdoEcePj4ygvL0dfXx//CAXAS3VKHx7swWY0GvkLuFgsIhwO87ayhIdjY2NIpVIl7vT5fJ4n1ZyMKIo8z4Bareb7ZQ8WZgiwFwHLmyA1ANi5k4YusJcs+9BkcfzsQ0iaZ2G6UW22P6khzESW2Ub60axSqfj1Zck82Qfhudo6+eWq0Wh41Y2zrQNgisF2tpEZJgpIX/DMe0OlUnERaPJ1EMWJMqCJRAJWq7VELJR6sMjlcm5MyGQyBAKBKaEZLPkoM7CZKDHdS5q1j4VdsGUSiURJfghg4kUbj8dLPuDY9qWVRpjoxe5X9oxiIQLSj1Oj0VhiwErPOcsrw35bLBYolUoEAoFp+3A2my1JXCq9H9g+mSeG9Pyz68aMWyYkSM8Xuz6sv7AwIHZtJ4sCzJOGPWumG63OZrMlIUWszWx56fmQinrStkuNE41Gw72cpNdDCtsXyxWTTqf5Muy5xarl5HI5/oxiH8ls31KDTioisHcQuw/YsbC+wj5C2TIMaViW1MiTCp2T7z/pNti+ZTJZiTEuzXMzGamRLBV2meghDaFiYqZWq0U2m0UymeTli5mxIN3u5IpA7Nkuvbbs+FjbpRWCpMclfZ5M5zHG/peeT+nzfHJIm/R8nel9MHkf0n+TRSPpepP7+eRnDtsuO37pdti5mnxsZxNKzyVins8y0zH53pduh13P6e4taZ+TTp/8Dmciw+RrMPm+ZYYruyaTzxs7l5PfJWxZdq9Kz8Vkj8bJ54sdo/S5LL3mk59zk88LeyadyThm3xfMC3PyMbP/2TfIma7fZBFReq8xD02ptyQ7dumzjHmeSu9HJoRI2zL5b7Ysa+dkYU26zpnaL70Wk7fN1pt8n00e0DlTP53uG2W6adJvG+k5YNPO1G7pM31ym6ebN3l91m9Z/5H2IekxTX62Tof0PEx3jNJn13TrsnfvdNdQes9I+zW7J1jfYgIR8JfqcIVCgb9DWZikXq/nIVRMMGNh1tL3D9sW+85lVd+k37wASvYpPQdM7JBeAyYks28Av99PVSSkPP7442edv337dv73008/fYVbc2kMDg7yh0Umk0E4HEZHRwcymQzUajUqKyvhdruxdOlSjI6OckWsv78fAHD69GnE43HIZDKecFAURe7Wyz7mWUfftGkTjh8/jg996ENQq9V48MEHuRp2+PBh3HTTTbxqxMmTJ2GxWJBOp3nVClYJQiaTYcGCBaivr8eaNWswPj7O80Rs2LABra2tPOa2r68PGzduxLPPPos9e/bAaDTCZDIhnU5j8eLFMBgMmDt3Lr8x+vv7cezYMSQSCVRVVWFwcBCCIPBcAsxjoKWlZcqopNlshsFgmFZgYG53ixYtQi6Xg8PhQLFYxIoVK6Z1RxdFEb29vSVKbVdXF9asWVOimO/Zswdr165FX18fgsEgYrEYd0WWJh8VxYnRCpPJhEKhgIGBAVRVVcHv96NYLMJqteLkyZOoqalBeXk5H612OBzo6OjgH81er5cr1OFwGB6Ph6uharUa4XAYwF9CIJiYY7FY4HA4eHUNVhEjGAzy//P5PJqampBOp7mbeDweRzweh8ViQbH4lxKUY2Nj0Ov1iEQiXPiRyWQ87p59BLNzy4QXqXEiCAKMRiM3INjHRjqd5gbg5Ae/IAglxp/0Y5c99M8kjEyeNtn9ma0/+YMMQMkD/WJgxzFdO6ZrK8ubwo6beb2wMBqmRDMDdmxsrOR8S88f28fkkU9pNRWmeIfDYW78sVAQZkgplUr+omfbZZ4hzMuGzWMjsdKEn9K2sf7MRmikhikTuJihLDVGWUJVJvCxvB5So1b6ccDCFtj9JxXvmGDFXtjS65PP50sqQrBzy9Zhz0MWKiYtD8uMS3ZsTBBlozIMds6lH+7sg4u1R/pRI51vNBq5ocu8AKTCCMvZwLYhPecsbjwUCvHzJjUqpOIXmy/9eJEamWwd6b3NDKLpYP2ZffxM/ihkv5m3ETPEmDg22SNksnHG2sXubfY+ZH2TiRfSjy72TJMaVFIvO7bNyX2AeROxErpsfSYgsvw1Op2Oe7JJn41S7zR27OxelJ5nqaDFzh/7AJWeP+lHuNSDZ/K5ln5Es+Wkz4bJxj2bNtmjSLrMZAP5bEYZW2+yqD8dZzMsp9sXW2dyH2WGPzNwpQYoOzapB5VMNhGyx8QZ6XOUrSN9fkqnS68fu6bS68PuD+l9zZ7Xk8+L1BBjBjrzeJTuU9p32bWQGtuTrxvbx2Tj90zG6fnk6JFer8n36eRlpH1suvZdLJMNRFGcELWlIiqbz94rrMqWVLiRCn3sG1oqIrBlWD9ihptU6JH2hcnvF+n/k/++UM42QHImpNdAeo3OZMifSbBg86Zjuvty8jWQPp/OxeTn19neMRd6Ptl1niyISZ+5bEBvuusmihPhpdMJr5OF0cvRzye3/VyDZKwN0tDry92Oc3FNCAzMle1cXIxiPdMwZcrpdPKRs97eXgATI+vDw8MYGxsDMGE819TUwOv1IpPJYOnSpTwHgUqlQlVVFTQaDQYHB1FXV8crIJSXl6OyshK9vb04deoUH/2z2+04efIk3nzzTajVanR3d+PnP/852tra8MADD+CWW27B3Llz0dvbC4/Hg29961vIZrP46le/imXLlmH9+vX8BdnX14c1a9ZAp9NhaGgIvb29cLvdyGQyPPTi9OnTWLx4cUkZwa6uLlRXV3PBBACGh4eRSqVQXl6OpqYmGI1GDA8Pw+VycQMhmUxOiQVlih1zSWfTpC91j8fD1wkGgzAYDBgbG+NG9NnUWnYNDh48CJvNxrfPqiRUVFTAYDAgGo3C4/HAYDCUxGZGIhF0d3fD4XDweNr29nY+Sujz+aDVapFMJtHT08OND/axyzw2crkcd+djH03sAyWVSvEKFQB4mIwoiiUxpTKZDF1dXVAqlSVeFoVCASMjI9xtDwAPVZG6O7IHLTBhpLLM+VLDXHpdpA+yyco0E0TOxXQPw+kequylP3l063weppM/0i8nF/sBJV1HmlDsYuLnJp+vyR+N54o3v9ycz/4uR5zgxZZjOt8kSOfavjTM4kI50/GzWMsLZbqPucn37OTfUgPrfLiQfj7dR+L5fnAC039MTt6mtJ9PZyhdjHiYzWbPO06b5V45Gxf6UXwp9+rk0cIL4XzEg/PZ5tmMFWbYTRaC2POcLTN5/nTbOts5nW7+ZOP3TOdZKgScbR9n61vna7SfazuXyvkI3he6rbO1d3L/uZyGznRG3Jmu4eR3/bmeg2fa35kSfV7NXOg5P9vy57utS+1n53quSEWlyYMMZ1qfeZRe6DvuTEzXZy5n/57uWM7lJTLdPXYlnydn4poQGLZt2zbbTbhsMCOSxQizhHNsZJ6FUmg0GgwMDKC/v5+/lOLxOILBIB/tC4VCPIFeJBKBWq1GY2MjVCoVX45ts62tDT6fD2+//Tb8fj/uuOMONDY2Yu7cucjlcvjwhz+M1tZW9PT0wGg0oqysDCqVCj6fDxaLBS0tLSWZSmWy0ni/gwcPora2FhqNBidPnsTRo0cB/OXjxOVyYePGjTCZTHjggQdKjM4tW7agu7sbCxYswNy5c7F792709PRg5cqVOHHiBIxGI3bt2jWtJ0s0GsX+/ftRV1cHABgYGMDIyAh3+25uboYgCOjo6EBdXR3a2tpQXV3Ncz+cS5QSRRH79u0rcRuvrq5GRUUF9u7di40bNyISiWDHjh2orKzEunXrAEzczK+++ioeffRRdHd3IxwOo7m5mWeBZaMPLD6QeQ7EYjGYTCbo9Xro9XoYjUb+8cVc6H0+H5xOJ2KxGE9kyZR5URR54kI2osb6Dhv9lZZTLBaL8Pl8MBqNiEaj3EVdOrrC/q6qqoJMNhFvKfUYkcZ4ARMCBCsNmkwm4XQ6eV8Mh8PclZ/dC2z70lEgdu6lnE04kI76sGUu9oOaIIirl5kehblSzORxXIpRd6Wfn+cSeS+k3edadrr55zuqfL30O4K4XjjTvXu2Z9aFiHxXA1dK6J8JrgmB4XoinU6jvLycu6+3t7fj7rvvxuHDhxGJRHjWbJlMBpvNhnw+j1gsBoPBgPXr1+P111+H3W5HMBhEsViE0+lENBpFKpWCTCZDe3s7j1m/7777MDAwgFAoxKtKsHKPwWAQfr8fixcvRllZGRoaGrhRLJdPxHuPjo6io6MDxWIRy5cv5+XqAMDtdmPevHkAJlRhg8GAr33ta9BoNNiyZQvKysqQTqdRU1MDuVyO7du3I5vNYuXKlXj55ZdLzsmePXuQSCR4ycpsNotwOIyBgQEUCgUMDw8jmUxiZGRkiiDAxAs2snT8+HGYzeYpiZNyuRy0Wi1ksolSe2VlZThx4sR5XTOmdDLjlSUJ7O3tRTAYRDAYxOjoKFKpFN8mGwlxuVywWq2wWq0oFovweDwAwBNvMkNdFCdivWtqatDU1ARBENDW1saPIZ1OI5PJoLa2FmVlZYjFYqiqqkJTUxMXCPR6PTQaDa+SwdoBgHta2Gw2hMNhnqiNuYVmMhnuaeJ0OuHz+bg7qUKhgMVi4cdvs9m4MMbOrdSLQEo2m8Xg4OCUBEzSGHTmusiSO7KPYRYbzhI9Mbd0ljiJua5JXdQuVaU9l+sZQRAEQRAEQRBnhgSGGYbFeXo8HixZsgRqtZob0g0NDZDJZDzLbllZGQ810Ol02L17N7LZLHw+X0lsvEqlQmVlJRKJBMxmM4+5aW1thcVigdlsxtKlS3HbbbdhbGwMv//973l8cD6fRzabxY4dOyAIAk6fPs29KHbs2IHOzk5UV1fD5XJNezyjo6M4deoU5HI5H8W+/fbbAQBHjhxBJpNBeXk5kskkYrEYTxw5MDDAt8ESohSLRZ7gzWw2w2g04rbbbsORI0egVqt5+c3JsPAFVhptsocEMJFLIRqNory8HD6fb4qraywWg1KpPGOZvcnuVEzcYTHZrIymNHGKNMM3MGG83nbbbRBFERaLBZWVlQBKVUePx4OBgQEYDIaScjSiKOLEiRM8QRsAHu/tcrkQCoWQTCYRjUbR0NDAS5cydDodkskkD7mRqrh6vR5WqxVutxsGg4FXTKiurkY2m8W+fft4WdK6ujooFAqMjIzAZrOVJB9i3gksx4IgCJgzZw6Gh4exZMkSfhyHDx9GLpeD0WhEPB6Hx+OBw+FAV1cXP8fsvDLxgsX9s7wcTGRh+xFFkcfTTla1pW2UJhOTLsPidIEJ0UWn06FYnMh6LY2nnc6tbrqwDKnYcqbRQ7aMNI6TuQGz6zNdeyfH/J3Ns+Ncgsl0Cb+k7Zuu/ec6rothcuz55HmTXSAvFGnMvTS/x4Vsbzpvp6ttxGAyLHcAayfL/yCt7qLVaiEIAg95uhCB7WyuqMS1xaXcX+ez3bPd47PB+R4ve0azv6V5HIDSpITSkERpIjt2X10ut+yLOY7J6wBXz/NLGvcOTJ+48Gpp63RMznHCcnFI+4s0X490PebFCUz/HJ18XgjiWhkII4FhhmGjrNlsFseOHYPBYMBLL72E8fFx5HI5lJeXo7q6GkNDQxgcHITJZILJZOLJ8VKpFB+dZ4n8dDodKisreSKwXC6HYDAIh8MBn88HvV4PQRAwf/58dHV14f3vfz/C4TDGxsZQVVWF9vZ2JBIJ2Gw2XrKJlTIsFApobGyckrWWsWPHDqjVatxzzz1TPsC1Wi0ymQwOHz6MQ4cOYXx8HKFQCIODg3j/+9/PlzOZTHjnnXeQTqcRjUZRW1uLjRs3oqqqClqtFkeOHMGDDz6I9vb2s55bhUKBu+++Gw899NAZlzl27Bi0Wi3mz59fMv13v/sdKisr8b73ve+8rmOxWEQoFMLrr7+OxsZGrF279rxrImezWfzud7/D7bffjmKxiNHRUR4zOGfOHKRSKRSLEyUVpWEp+/fvR19fH9atW3fGOtp+vx8HDx6cdl46nYbVasXXv/71kmsVi8Vw7NgxjI+Pc6+BRCKBzs5OCIKAm2++GalUCl6vF93d3dBoNAgGg3C73TypZbFYRE1NDdxuNy+lxxAEARUVFejs7MTo6ChCoRC0Wi3cbjfWrFmDI0eOYPPmzbj11lu5l8zhw4eh1+uxYMEC7Ny5E7/61a94OUrWFpaAjYWFSEMx2HlmZYeYAME8ePL5PBobG7Fs2TLs2rULp0+f5vk+mCcIAJ5JnlXuACYe7hqNBplMhnsGsXks8Z70I8LpdCIcDsPlcmFoaAgAUF9fzxOEshdFKBTi61gsFojiRGUGlq2YJfyaXEmD7Zclx2O5OnQ6HTciDQYDD41xOp1Qq9Wora1Fd3c373tMHGKlVdl9zzLqs5woLAtyLpfjz4xwOMwFM5Y8iyVMKhQKCIVCMBqNWLduHQRBwMjICI+nZp4oiUQC99xzD4rFIk6cOIHOzk6oVCpeDlalUqGrq4tXdTGZTPjUpz5VEnP46quvYmxsDIFAAE1NTbDb7YjFYnj33Xd5dQCz2Yz+/n6eCFej0fBwLyY2sfPPcp4MDQ3xsmQMUZwo9cvK02YyGQSDQRiNRmSzWTidTi4CSj+gWVtZMkxpKVWtVsuTMrKyo+z+YmVcWQLLZDLJRb5oNFqSX4X1ea/Xi3Q6XZK5myV8Ys/nfD7PQ7KkMaxS0S2bzfK8EyzxGUtkyK4hy4gtPUdMeGYeUszzSBAE6HQ6Hu6XTqf5cQPgyfZYf43H47zCA+s3rHReQ0MDmpubMTIywpPFspJtrC+Koojx8fEpCdk0Gg2qqqrQ3d2NYDBYUs6LVeKRHo9Op+NJVzUaDcrKyuB0OmEymfh9YTQaMTY2hqGhIYiiCKfTicHBQe5VxioEsYSR0nKz5eXlPKGp3W5HoVDgYXTM6yybzWJoaAjz5s2DVqtFNBpFPB6H3+/n8cXs+HQ6HQ9ti0ajJRUw2LcIqxKVzWZ5QmaDwQC9Xl8i9AqCAL/fj2QyCY1Gw0snMmHUYDCgrKyMnyOr1co9MAVB4IMG7LgymQzWrVsHu90OvV7PB1KSySQX0xcuXMifeayme3l5OWQyGerq6niS4LvuuguZTAZ/+MMfoNPpkE6n0d3dXfIcjkQi/PowUS0cDvM+arFYsGzZMhQKBT6IEwgE4PF40N/fz9837DhYvwcmwgQTiQR0Oh1vXzgc5qI0q1zF7qeKigpEo1F0dXXxstzDw8OIx+O8T1RWVkKlUvGSiuxdJpfLYbfb+TYLhQIfJJBWsWFeiHa7nedmYtUTWA4B1heTySTcbjdsNhtPUFtVVYWuri6Mj49DJpPx71Bm3Oj1eixcuBAy2UQ5vZUrV5ZUCvJ6vTh48CAfEGEiPfO+jMViGBsb40l82bdtMBjk9xY7t6w/2Ww2jI2N8XcOS7bKckgplUrEYjGeOJUNOlmtVtTV1SGTycBsNuOjH/0oIpEIAoEAli9fztucz+cxPDyMaDSKU6dOlTyH2KCP0+nk5R+LxYnygu3t7cjlcqivr4dcLsfo6ChGR0d56LO05Lfb7UZZWRkv+R4Khfg7gD3DWd9iCY21Wi0SiUTJM54dL/tusFgsfJusr1qtVrhcLgwPD6Onp4f331QqxXN1sZBoo9GIdDrN8xCxQT+2bDQahcFg4PcSK63L+mQ2my0RV/L5PIxGY0kJc5ZUmgkr7J0rfRewstNWqxUbNmzAnDlzSvZlt9u5Z+3GjRtL+lw6ncbo6CgaGhp4xZKXXnoJt956K/r7+/Hiiy+itrYW4XAY/f39OH36NC/1yjxytVotNBoNfzczD21W2c5sNkOn06GpqQm5XA46nQ6Dg4P8HRcIBLjHbyQSgdfrLanuwPo5S/rK3rvsm8NqtfLn4PDwcEnybdanM5kMHA4HmpqaeBlMlpsvHo/zATL2bmXfT9FoFCdPnsRMcc2WqbzWYF4BCoWixJBnD2dmGDDFk7mN63Q6xONxXhOc3YSsHGRVVRX6+/tx2223AZioyNDY2IhEIoGWlhaMjY3B7XajurqaV4EoLy/Hc889hy1btsBsNmN4eBgWiwXV1dXw+/18JFgQBCxfvhxVVVUlH2a5XA49PT1Yv349Lzm5bt06XqOePQg8Hg/PKRCPx1FZWYmNGzdi586duPfee0vOz5EjR2AymdDW1obbbrutxJPg97//PT70oQ9NW4NZSjwex/bt2/GBD3zgjMuwHA0bN27k00RRxLPPPguLxYIPf/jD53U9jx07hq6uLmzevLnE0+B8OX36NK8UUVFRMcVzQiaT4cSJE7jpppumVM64WAKBwFkTLGYyGV7J4EwwcctiscBqtZbMY31zbGysJMFdJBLB3r17sWzZMixevBhVVVUl4TYvvfQS7rnnnhJx4K233sJHPvIRbugDQHd3N7q6uvjvHTt2IJPJYPXq1dMmdTpy5Ajmz5/PRSq9Xo8lS5bwe4x5mwiCgL1798JkMmH+/PkoLy8vEdSkBoZMJkMikcD+/fuh1Wr5Rz/7SJUmRGMf316vF2VlZfxDjhl5SqUSq1ev5ss6HA7exxUKBTcMZopCoYADBw6cMUbxUl4Vcrkc69evP+s9PDg4iLa2tinT1Wo1brjhBl6jnH3kXApS74uzeXFIYR4tUpLJJIaGhngYWnV1NYrFIiwWy7SVbdi+L2X62NgYTyLJjJfa2toSgVMUJ3L0RKPRKWFDzMiYbttni0dnv5mQNPlZwQQb6fLRaBSJRIIbQ0ajsUQEqamp4SISEy3YB24oFMLo6CgCgQD3OJt8PzAB6EzeJRqNhpcS27RpU4nweS7Yh9zZElAmEgkuvFRVVcFgMJQIxpFIBG+99RYXIUwmEw+RtFqt2LlzJ/+wzWaz6Ovrg0qlQlNT05RjYs/UXC6HjRs38uo5CxcuhMFgQDgcntH4YiZCMMN6Ou9CBquixEQYoLTUIesL53rX5fN5BAIB/lsul8Plcl3x52RfXx+cTicMBgNee+21kiSvrJ9YrdaSAYHzoaqqCnPnzr3czT1vWB6k3t5e3g/PRGVlJb/3gYlv2j//+c8lz4lCocANVTZAMPnaqFQq1NbWlgiukUikRPRi4pVU9JSuz0o0i6KIeDxeUi6QGZYAuHA7NDQEjUaDiooKnDhxAsePH4fdbsddd901pdLSxdLX13fGJMFMVDhfmGBYUVFxQc8sJlwDf/Feu1ykUim0trYCmEjYzo4nk8kgnU7z7372j4Vks3ZJYeJMf38/0uk097h1uVwwGAyX9X5OpVJ4+eWXkUwm8aEPfajkHmXe3tOh1WoxPj6OfD7Pc7xN3q70nvF6vYjH40gkEnwQyO/3Y9OmTWhubuYDQMXiRLnoSCTChUO9Xo9AIMArd0nfa36/n+dpYwJENpuF3W6H1WrlwobP5+MCstFoRDAYRCKRQEVFBb9PkskkHn744RkrU0kCwwzBBAalUgmLxcJVR41Gg/Lycv5Atlqt6O/vh1qtRjKZhNVq5QkcWRI+s9kMjUaDWCzGa6DffvvtGBsbg8FgwLp166BUKrFv3z588pOf5KNTt9xyCwCgvb0dJ06cQFtbGxYsWMBfLi6XC0ajEe+88w4aGhpQXl6OVatWlXwEABMfTW1tbWhpacGBAwdw8803o6WlhR8r+3gfGxvDvn37sGTJErz77rvQ6/WYN28elixZMuWlunfvXlRVVWHPnj148MEHSx4wO3fuxMDAwDkflplMBsuWLStRpKe7Djt27MBdd93FpwWDQRw9ehTBYPCs3g9SXn75Zdx8881cVLkSRCIRHD58+IptfyZho6bT0dXVxXNTMIxGIxoaGkqm2e12rFu3jveNzs5O/OlPfyoJd2GjaUxEYAb8woUL+WgLQRAEQRCXF+Z1p9Fozio4EQQx8zA7dKYEBnoCzDBspJO5tjHX0mAwiHQ6zdUvg8GAmpoanrOhsrKSu/suWbKElxxcv349Dh48iFwuh+bmZsyfP5+PDFgsFjQ1NXEljTE8PIwVK1bAbDZjwYIFqKmpgdlsxt69e+H1emG323HnnXcikUjgxhtvnHIMfX19cLlcqKmpgc1mww033DDtsVZXV6OqqgqiKKKtrQ3FYhHr1q1DVVXVlGWZ+zowdZRq8+bN2Lx588We8hJMJhOKxSL++Mc/lkzfuHEjdu3adVZDWEoikbii4gIAWK3WklCS65WLPcbVq1dzAUEKU/ClNeMJgiAIgrhyyGSyy+JhRhDEtQ8JDDMMi5HM5/NQqVRQq9VIpVI8nm18fJy7tTQ1NWHfvn0AUBLHdPr0aaTTaRSLRRgMBiiVStx9992IRqPIZDI4cOAAmpub4XQ6IQgCHA4Henp6eB31vr4+lJWVwWKxIJlMwmg0YvHixWhpacEf//hHKBQKNDY2Yvfu3YhGo1OOwe/3w2g0wu/3n9XtS6FQ8FwBjY2NGB8fL4k3lSIVGK4kMpkM991337TzysrK8Nprr5W0Q61WY8OGDSWum9KKC8TVx+V0CyQIgiAIgiAI4vwhgWGGkcbwspgclnDLYrHw5IFmsxnd3d0834LH4+GlH3U6HUwmE2KxGBYsWID29na4XC7s2LEDbrebJz167bXXePI1t9uNXbt2oVgs4ujRowgEAmhoaEAmk+GhEyqVCsViEX19fdi3bx96e3vx/e9/f9rjaGlpQTqdxkc/+tHzOm6TyYSOjg7ukTGZcDiMVCo1q251N9xwA+LxeMm0UCiEF154ocSroVAoYOnSpTPdPIIgCIIgCIIgiKsaEhhmGL1ej/r6evT29vKSg4IgIB6P4/DhwzwT69DQEDKZDM+2ypJ6McGBJaljWZlXrFiB73znO0gkEtBoNHjjjTfg9/uxY8cOhEIh7Nixgyek27RpE+6//37uPi5NMPjAAw9gw4YN04YxTMf5jhbPnTsXr732Gnbt2jXt/OPHj8NgMMyq4a5UKnnJS4bNZkNTU9MstYggCIIgCIIgCOLagQSGGUYURV4CqVgs8hAJURQRi8V4gkRWFs9oNEKhUPAKE0qlEvX19TAYDOjo6IDX64VWq8Vbb72FRCKB+fPnY968ecjn81i3bh2SySTuuecemEymKZUbpkMul6O+vv6yH7fb7cby5ctx9913Tzs/FoudV/sIgiAIgiAIgiCIqxMSGGYYVqIul8tBr9fDYDBwgUGhUMBqtSIWi6GiogKZTAZGoxE6nQ7RaJTXHjYYDAgEAsjn89i3bx+sVisCgQCWLVuGW265BX/84x8xPj6ODRs28MSQzHthNpHL5eedRJEgCIIgCIIgCIK4tiCBYYbJ5/M8h4JKpYJGo4FWq0UqlYJCoUA+n4dMJkMmk0EsFkM+n4fX6wUw4a6fSCTQ3d0NrVYLt9sNvV4Pp9MJnU6HTCaDI0eOwO12QxRFfO5zn4PRaERbWxusVuvsHjjA20hZhgmCIAiCIAiCIK4/SGCYYSorK1FVVcXDIdRqNdasWYMtW7ZAoVCgsrISoVAI5eXlMJlMMBqNSCaTGB8fRygUQiqVglarhVwuh9FoRDabxaZNm1BWVgaj0YhCoQC1Wo3GxkZuyEciEVRWVs7ykQNarZYEBoIgCIIgCIIgiOsUEhhmGJ/PB4VCgWXLlsFgMGDXrl3o6OhAoVCAyWSCWq1GPp+H3W7H0NAQQqEQCoUCYrEYTCYTLyFpt9vhcrngcDjwta99DX6/H8eOHcPSpUvh9XrhdDohk8kAANFoFPPnz5/lI59IJvnGG29Ap9NNmVcsFmehRQRBEARBEARBEMTlggSGGaa6uhqxWAzz58/H22+/jVwuB4/Hg1wuh/HxcXi9XuTzeRw4cAAymQw1NTWIxWIwGo0QBAEWiwVutxs+nw/hcBjLli3Dc889h2g0ikKhgKqqKnR1dWHBggV8n7FYDGazeRaPeoINGzZgzZo1086jvAwEQRAEQRAEQRDXNiQwzDAWiwWhUAj/8A//gLGxMRQKBYyMjMBgMKBQKCCTyUCr1QIAHA4HPvKRj+APf/gDli1bhp07d0Imk2HlypVQq9WIRCJwuVyIx+NQqVRwuVwwm83wer1QKpXw+/0AgFwud1UY8HK5HGq1erabQRAEQRAEQRAEQVwBSGCYYWpqalAsFvHkk09i+/btiMViiEQisNlsEAQBdrsdZWVlGBkZQT6fx+joKHw+HxKJBDQaDVpaWnDzzTejsrISra2t2LRpE958803s378foVAIXq8XHo8HPp8PkUgEALBo0aLZPWiCIAiCIAiCIAjiuocEhhlm+fLlCIVCaGtrQzgcRiKRQKFQgNPpxMDAAPL5PCKRCERRhNPphFKphEqlgsViwaJFi7B06VK0tLRAoVBAo9FAEAQIggClUomvfe1rKC8vR0dHB2666abZPlSCIAiCIAiCIAjiPYR8thvwXqO5uRlarRYOhwOCIPCwAaPRCIVCwUMf4vE4MpkM+vv7kc/nUVZWBlEUYbFY4PV60dfXB5PJhMHBQWzYsAFr167F4sWLkUwmqUoDQRAEQRAEQRAEMeOQB8MMs3v3biiVShw/fhzFYhGiKCKbzeLIkSPQ6/Ww2+1QqVTQ6/WoqKhAJpOBxWJBLpeD2+3G6dOnYTAYEI1GoVarUV9fj7lz56JYLEKhUCCVSkGv18/2YRIEQRAEQRAEQRDvMciDYYbZvn07RkZGkE6nkcvlIJfLIYoiNBoNqqur0djYiOrqalRWVsJkMsFms2Ht2rX4x3/8RwiCgCVLlmDdunWYO3culEolotFoSYUI8mAgCIIgCIIgCIIgZgPyYJhhbDYbHA4HRFFELBaDUqlEPp/HqlWr4HA4sH79ehw4cACBQACVlZU4ffo0Vq5cibfeegs6nQ6LFy9GLpdDLBaDXq/Hrl27kM/ncfLkSchkMkQiEXzsYx+b7cMkCIIgCIIgCIIg3mOQwDDD5PN5nD59GpFIhJelVKvVqKmpQTAYRDweRyAQQKFQwJw5czAyMoJkMokTJ05gfHwcg4ODiEajGB0dhV6vx+bNm7Fp0ybU1dXhxhtvnO3DIwiCIAiCIAiCIN6jkMAwwwwMDKBYLCKTyaBYLEImk0GtVuPo0aMIBAI4evQotFot1q9fj4ULF+L48eNQKpV43/veB7PZDLvdjj/84Q+orq5GNptFNBrFzp07sWnTptk+NIIgCIIgCIIgCOI9DAkMM0w4HEZlZSWqqqowMjKCVCqFfD6PTCaDsrIy1NbWYvny5Vi9ejUaGxuxatUqKJVK3H///QCA/v5+6PV63Hjjjchms1ixYsUsHxFBEARBEARBEARBkMAw4xgMBlRUVCCXyyGbzaJQKPCKEYIgIBaLYf/+/chkMjh58iQsFguMRiNfPx6PQ6vVwufzYd68ebN4JARBEARBEARBEATxF0hgmGGsVit8Ph/cbjdkMhnKy8tRVlaGJ554Aq+99hqqq6vR39+PxsZG6PV6NDQ0oFgs8vWTySS0Wi38fj+FRRAEQRAEQRAEQRBXDVSmcoZJJpPw+/2IRqMoFApYvHgx8vk8kskkTCYTFi9eDIPBgAceeABz5sxBPB6H3W7n68fjcajVagiCAJVKNYtHQhAEQRAEQRAEQRB/gQSG86C+vh4ymazk3xNPPHFR2xIEAel0GplMBjKZDAaDAQCQSqXgcrlgMBhgMBjgcDgwd+5c9PT0lAgM0WgUarUalZWVl+XYCIIgCIIgCIIgCOJyQCES58l3vvMdPProo/y3NC/ChSCXyyGKIpRKJSwWC3Q6HfL5PBYuXIi9e/fi5MmTsNlsAIDx8XGcOHECf/u3f8vXz+fz+PSnP31pB0MQBEEQBEEQBEEQlxkSGM4Tk8kEt9t93stns1lks1n+OxaLAQBCoRD0ej2CwSCMRiOampoQCoWwZs0adHd347777sMrr7wCABgcHMQNN9yA1tZWyGQyBAKBC2oDQRAEQRAEQRAEQcwUFCJxnvzgBz+Aw+HAsmXL8L3vfQ+5XO6syz/11FOwWCz8X01NDQDgV7/6Ff76r/8at956K/7pn/4JTzzxBKqrqyGKImQyWYlnRDqdxr333gu73Q6bzYZFixbh5ptvvqLHSRAEQRAEQRAEQRAXA3kwnAdf/vKXsWLFCthsNhw8eBBPPvkk+vv78V//9V9nXOfJJ5/E448/zn/HYjHU1NTghRdewKlTp5DL5VBTU4Pnn38eTqcTmUwGOp2uZBvFYhEOhwMOh+OKHRtBEARBEARBEARBXA7eswLDt771LXz7298+6zKHDh3CqlWr8JWvfIVPW7JkCWw2Gz7ykY9wr4bp0Gg00Gg0U6Z/8pOfREdHB+LxOB599FFYrVbIZDL4fD5YrdZLOiaCIAiCIAiCIAiCmC3eswLDF7/4RTzwwANnXaa+vn7a6evWrQMA9PT0XLB3gVKphMlkwtDQEN555x2MjIxALpcjl8vhIx/5yAVtiyAIgiAIgiAIgiCuFt6zAoPT6YTT6byodY8dOwYAqKiouOB14/E4XC4XPvrRjyKZTPKEjh/84Ad5yUqCIAiCIAiCIAiCuNZ4zwoM58u+ffuwf/9+3HTTTbBYLDh06BC+8pWv4N5770Vtbe0Fb6+urg5WqxXl5eUAALfbDUEQYLFYSpbL5/NQKunyEARBEARBEARBENcGZMGeA41Gg9/97nf49re/jWw2i7q6Ojz66KP4+te/flHbm5zM0Ww2w+v1liyjVCoRj8enJH0kCIIgCIIgCIIgiKsVEhjOwYoVK7B///7Ltr1MJgOtVst/W61WBIPBkmXUajWi0SgJDARBEARBEARBEMQ1g3y2G/BeY7IHg9VqhUKhKFmGBAaCIAiCIAiCIAjiWoMEhhlmOg+GybkWNBoNIpEICQwEQRAEQRAEQRDENQMJDDPMyMhIicBgs9lgNptLliEPBoIgCIIgCIIgCOJagwSGGeYzn/kMZDIZ/63T6XDHHXeULKPRaDAwMAC9Xj/TzSMIgiAIgiAIgiCIi4KSPM4wKpXqnMssX74cTU1NsNlsM9AigiAIgiAIgiAIgrh0SGC4ClGpVHA4HLPdDIIgCIIgCIIgCII4byhEgiAIgiAIgiAIgiCIS4YEBoIgCIIgCIIgCIIgLhkSGAiCIAiCIAiCIAiCuGQoB8MMIYoiACAWi81ySwiCIAiCIAiCIIj3Asz+ZPbolYYEhhkiGAwCAGpqama5JQRBEARBEARBEMR7iWAwCIvFcsX3QwLDDGG32wEAQ0NDM3JhCWI2iMViqKmpwfDwMMxm82w3hyCuCNTPifcC1M+J9wLUz4n3AtFoFLW1tdwevdKQwDBDyOUT6S4sFgs9wIjrHrPZTP2cuO6hfk68F6B+TrwXoH5OvBdg9ugV38+M7IUgCIIgCIIgCIIgiOsaEhgIgiAIgiAIgiAIgrhkSGCYITQaDb75zW9Co9HMdlMI4opB/Zx4L0D9nHgvQP2ceC9A/Zx4LzDT/VwmzlS9CoIgCIIgCIIgCIIgrlvIg4EgCIIgCIIgCIIgiEuGBAaCIAiCIAiCIAiCIC4ZEhgIgiAIgiAIgiAIgrhkSGAgCIIgCIIgCIIgCOKSIYFhBviP//gPNDQ0QKvVYuXKldi1a9dsN4kgzounnnoKq1evhslkgsvlwgc/+EF0dnaWLCOKIr71rW+hsrISOp0ON954I1pbW0uWyWaz+Pu//3s4nU4YDAbce++98Hg8M3koBHHePPXUU5DJZHjsscf4NOrnxPXAyMgIPvGJT8DhcECv12PZsmU4cuQIn0/9nLjWEQQB/9//9/+hoaEBOp0OjY2N+M53voNisciXoX5OXIvs3LkTH/jAB1BZWQmZTIaXXnqpZP7l6tfhcBgPP/wwLBYLLBYLHn74YUQikQtqKwkMV5jf/e53eOyxx/DP//zPOHbsGN73vvfhzjvvxNDQ0Gw3jSDOyY4dO/CFL3wB+/fvx9atWyEIAm677TYkk0m+zA9/+EM8/fTTeOaZZ3Do0CG43W7ceuutiMfjfJnHHnsMf/rTn/D8889j9+7dSCQSuOeee1AoFGbjsAjijBw6dAi/+MUvsGTJkpLp1M+Ja51wOIyNGzdCpVLhjTfeQFtbG/7n//yfsFqtfBnq58S1zg9+8AP87Gc/wzPPPIP29nb88Ic/xL/927/hf//v/82XoX5OXIskk0ksXboUzzzzzLTzL1e//vjHP47jx4/jzTffxJtvvonjx4/j4YcfvrDGisQVZc2aNeJnP/vZkmktLS3iE088MUstIoiLx+fziQDEHTt2iKIoisViUXS73eL3v/99vkwmkxEtFov4s5/9TBRFUYxEIqJKpRKff/55vszIyIgol8vFN998c2YPgCDOQjweF5ubm8WtW7eKN9xwg/jlL39ZFEXq58T1wT/+4z+KmzZtOuN86ufE9cDdd98t/vVf/3XJtPvvv1/8xCc+IYoi9XPi+gCA+Kc//Yn/vlz9uq2tTQQg7t+/ny+zb98+EYDY0dFx3u0jD4YrSC6Xw5EjR3DbbbeVTL/tttuwd+/eWWoVQVw80WgUAGC32wEA/f39GB8fL+njGo0GN9xwA+/jR44cQT6fL1mmsrISixYtovuAuKr4whe+gLvvvhvvf//7S6ZTPyeuB1555RWsWrUKH/3oR+FyubB8+XL853/+J59P/Zy4Hti0aRPeeecddHV1AQBOnDiB3bt346677gJA/Zy4Prlc/Xrfvn2wWCxYu3YtX2bdunWwWCwX1PeVl3pAxJkJBAIoFAooLy8vmV5eXo7x8fFZahVBXByiKOLxxx/Hpk2bsGjRIgDg/Xi6Pj44OMiXUavVsNlsU5ah+4C4Wnj++edx9OhRHDp0aMo86ufE9UBfXx9++tOf4vHHH8c//dM/4eDBg/jSl74EjUaDT37yk9TPieuCf/zHf0Q0GkVLSwsUCgUKhQK+973v4cEHHwRAz3Pi+uRy9evx8XG4XK4p23e5XBfU90lgmAFkMlnJb1EUp0wjiKudL37xizh58iR27949Zd7F9HG6D4irheHhYXz5y1/GW2+9Ba1We8blqJ8T1zLFYhGrVq3Cv/7rvwIAli9fjtbWVvz0pz/FJz/5Sb4c9XPiWuZ3v/sdfv3rX+O5557DwoULcfz4cTz22GOorKzEI488wpejfk5cj1yOfj3d8hfa9ylE4gridDqhUCimKD4+n2+KwkQQVzN///d/j1deeQXbtm1DdXU1n+52uwHgrH3c7XYjl8shHA6fcRmCmE2OHDkCn8+HlStXQqlUQqlUYseOHfjJT34CpVLJ+yn1c+JapqKiAgsWLCiZNn/+fJ50mp7nxPXA1772NTzxxBN44IEHsHjxYjz88MP4yle+gqeeegoA9XPi+uRy9Wu32w2v1ztl+36//4L6PgkMVxC1Wo2VK1di69atJdO3bt2KDRs2zFKrCOL8EUURX/ziF/Hiiy/i3XffRUNDQ8n8hoYGuN3ukj6ey+WwY8cO3sdXrlwJlUpVsszY2BhOnz5N9wFxVXDLLbfg1KlTOH78OP+3atUqPPTQQzh+/DgaGxupnxPXPBs3bpxSZrirqwt1dXUA6HlOXB+kUinI5aXmjUKh4GUqqZ8T1yOXq1+vX78e0WgUBw8e5MscOHAA0Wj0wvr++eerJC6G559/XlSpVOIvf/lLsa2tTXzsscdEg8EgDgwMzHbTCOKcfO5znxMtFou4fft2cWxsjP9LpVJ8me9///uixWIRX3zxRfHUqVPigw8+KFZUVIixWIwv89nPflasrq4W3377bfHo0aPizTffLC5dulQUBGE2Dosgzom0ioQoUj8nrn0OHjwoKpVK8Xvf+57Y3d0t/uY3vxH1er3461//mi9D/Zy41nnkkUfEqqoq8bXXXhP7+/vFF198UXQ6neLXv/51vgz1c+JaJB6Pi8eOHROPHTsmAhCffvpp8dixY+Lg4KAoipevX99xxx3ikiVLxH379on79u0TFy9eLN5zzz0X1FYSGGaAf//3fxfr6upEtVotrlixgpf4I4irHQDT/nv22Wf5MsViUfzmN78put1uUaPRiJs3bxZPnTpVsp10Oi1+8YtfFO12u6jT6cR77rlHHBoamuGjIYjzZ7LAQP2cuB549dVXxUWLFokajUZsaWkRf/GLX5TMp35OXOvEYjHxy1/+slhbWytqtVqxsbFR/Od//mcxm83yZaifE9ci27Ztm/ab/JFHHhFF8fL162AwKD700EOiyWQSTSaT+NBDD4nhcPiC2ioTRVG8CE8MgiAIgiAIgiAIgiAIDuVgIAiCIAiCIAiCIAjikiGBgSAIgiAIgiAIgiCIS4YEBoIgCIIgCIIgCIIgLhkSGAiCIAiCIAiCIAiCuGSUs92A9wrFYhGjo6MwmUyQyWSz3RyCIAiCIAiCIAjiOkcURcTjcVRWVkIuv/L+BSQwzBCjo6OoqamZ7WYQBEEQBEEQBEEQ7zGGh4dRXV19xfdDAsMMYTKZAExcWLPZPMutIQiCIAiCIAiCIK53YrEYampquD16pSGBAcDOnTvxb//2bzhy5AjGxsbwpz/9CR/84Af5fFEU8e1vfxu/+MUvEA6HsXbtWvz7v/87Fi5ceN77YGERZrOZBAaCIAiCIAiCIAhixpipMH1K8gggmUxi6dKleOaZZ6ad/8Mf/hBPP/00nnnmGRw6dAhutxu33nor4vH4DLeUIAiCIAiCIAiCIK5OyIMBwJ133ok777xz2nmiKOJHP/oR/vmf/xn3338/AOD//t//i/Lycjz33HP4u7/7u5lsKkEQBEEQBEEQBEFclZDAcA76+/sxPj6O2267jU/TaDS44YYbsHfv3jMKDNlsFtlslv+OxWLTLpdKpVAsFvnveDyOvr6+kmXkcjmqq6shiuKlHMoFcfjwYSQSCWQyGXi9Xmg0mpL5dXV1JdMGBwfh9XpRW1sLl8uFgYEBxGIx6PV6tLS08OWGhobg9Xr5b3ZMgiDA6/XCbrdPcd/J5/Pw+XyIx+Nwu90l80VRRCQSQbFY5NPZ/6lUCtlsFnK5HAqFAiqVCtlsFiqVCmazmS+n1+uhVJ75VigWixgfH+fXibXZbrfDaDTy5QKBANLpNNLpdMmy6XS6ZHu5XA6pVAqFQgEKhYJnc5XL5TAajVOOg7VBEATk83kUCgWk02kolUq+TC6X48vI5XKoVCqIogiZTMaXEUURxWIR6XQa+Xy+pN9JzydbnrWtUChM2/fYtmUyGeRyOWQyGYrFIgqFAgCU/F8oFPg1mnwe2e/p2kMQBEEQBEEQxLUDCQznYHx8HABQXl5eMr28vByDg4NnXO+pp57Ct7/97bNuWxRF/Nd//RcaGhr4tP7+fkQiETidTj6ts7MT9957L7Rabcn60WgU27dvh1KpLDHaJyOTybBy5UqMj49zoy4YDMLj8UChUEAURYyOjiKTyUChUEChUCCZTCKbzSIajUKr1SKXy/HtMUNQpVKhWCxCoVBwo9poNKK+vh7RaBQKhQLj4+OoqqqCUqlEKpVCOp2G1Wrl7ZLL5RBFEWNjY5DL5SVGslqt5n+n02kuEsjlci7eFAoFZLNZbhiz4ysUCsjn8/z4APC/pQYvgBKDfLprVCwWeTsnz1MqldwIZ8tJDWjpP4IgCIIgCIIgiOsZEhjOk8mj6tKR3ul48skn8fjjj/PfLHunFEEQUFZWhmg0ykd7Q6EQjEYjbDYbX06tVmNgYAB6vb5kfb/fD5lMhoGBAeRyORgMBsybN48vl8vlkM/ncerUKZw6dQrxeJzP6+7uhsVigUKhgFKphMPhQEVFBYrFIsLhMHp6euByuVBXVwe9Xo90Os3XFUURQ0NDkMvlcDgc8Pl8KBQK8Hq9iEajGBwchEwmQywWQzKZRDgc5udQLpdjdHSUb0epVKJYLPLRbXYemJGuVqv5dLlcjnw+z7fDlmOeANLrIZPJoNVq+TRBELhIwqaxUfdCoTBlHhMEpILFdJxpOkFMfj6wPjqdh4pKpeJiFROpmHAl9QQRBIGvp1KpSrbHlpOKXJPbUiwW+bNLoVCU9F8mvk0npE3HdM/AybWVz+SVwgS7ycIdu7cVCkXJfjQaDXK5XMn9eabnr1arhUqlmjJd6mkjiiJUKhV0Ot2025hu3clI2y0IAgqFAhdAFQoF1Go1gInrxP4GJp5prB3SZ9R0270UWN9oamqa4hk1XT/U6XT8vMnlcphMpinP1HPB1pN6V0mft8SlMVPJuYgrD13Lc8MGeKQDXGzw6VLPH3vOXo7rcL1dy0QigQMHDkyZrlAosGDBAigUChiNximezdc619t1nEwymcRdd901Y/sjgeEcuN1uABOeDBUVFXy6z+eb4tUgRaPRnPPmEwQBwMRNG4vFYLPZMD4+Dp1Oh0gkAr/fj56eHkQiERw6dIgb68ViEXa7HalUCpFIBMDEx2E6ncaf//xn/pGYy+WgUCiQy+Ugl8thNpsRj8eh1WqRSqW4gaLRaJDNZmE2m5FMJpHP55FIJLg3gyiKMJvN/AMxn88jGo1CrVZjaGgIMpkMdrsder0emUwGoVAICoUCgiDwkIZkMgmn0wm9Xl8ilASDQcRiMcjlclgsFvj9fiiVSgiCgFAoxI0etl92ziYznSEjDVEB/vLwYK7/UqGCCQ3TeRtIPSOImWG6B73UQGGGMoOFuGg0mikhNGw6u75MrDIYDFAqldBoNNxLJp/PcwNQr9cjm81CJpOVfNCo1WoYjUaoVCpkMhno9fqSfWq1Wi6GjY2NlRjL08H2FwqFphUGLBYLFx4WLFiA4eFhJJPJKduxWCwlhrXUiATAhTT23AqHw4jFYtyjSBRFOBwOVFZWlqxnMBhgNptL2qZQKEqeh9JrIf1br9dP8bwCJoxul8sFhUIBk8kEk8nE78nJRKNR/Pa3v8XHPvYx2Gy2KcdFEARBEMSlUywW8etf/xpf+cpXSgY6iWufM4XqXylIYDgHDQ0NcLvd2Lp1K5YvXw5gwnDfsWMHfvCDH1zStpmxXCwWsXDhQlRUVGB0dBQbN27EoUOHUCgU8OlPfxrj4+NwOBx48803kUwmUSgU0NLSgv7+fnR1daGyshKpVAqxWAwmkwkGgwFLly7F/PnzoVQqMTIyAkEQYLVa0dXVBZlMhu7ublRWVkKlUiEYDCKVSqGqqgo9PT3QarXw+/3I5XIwGo2orq5GS0sLBEFAMBjE/v37MX/+fOTzeZSXl0Mmk6G3txfFYhF6vR6iKHKjxGazIZvNIhKJwGQywev1YmRkhIsFbORPoVAgGAxy40Gr1XLjL5vNTvFSkAoDer2eCyHst0wm4wJKNptFPp/n5zqTySCbzXKjlI34FovFkmlsJJKFW2g0GoiiyNt+OXIGSMNEWPsudVvsb6k4cyHbAM5vFFU6GiwVbdiow+QReWbgs7AXae6JyXki2DbZKLd0NJSN5Gu1Wuj1en7+8vn8WXNFKJVKHmYjNfqZl4BSqURVVVVJGVmz2TzFQC4WiyXi1WRjN5VK8T6ycuVKaDQaRKNRxONxHnLF1svlcojH4xBFESaTCRaLpWQ+O352DsbGxrB06VLU1tZesJGtVCr5+SoWi3C73bjxxhvPKYDMNjabDZ///OdnuxkEQRAEcUnkcjlkMpkp07PZLMLh8KwPZo2OjqKlpYXEBeKSIYEBE+5APT09/Hd/fz+OHz8Ou92O2tpaPPbYY/jXf/1XNDc3o7m5Gf/6r/8KvV6Pj3/845e0X2b0MqPrv//7v7Fr1y6Mjo5Cp9OhUChwY/j48eMAJpIrCoKAhQsXYnx8HGazGUajEUNDQxAEAU6nE42NjXC73YjFYtyA2bt3L5LJJFewstksMpkMBEHAyMgIkskk2tvbkc1muTdEKpWCQqFAa2srduzYwd3UMpkMxsbGIIoijh8/DrlcDkEQSpICMhdhNoKbz+cxPDwMmUyGfD6PfD7PjTSWy4GJAmwUVqfTQS6Xw263w2Aw8DbPnz+fh5Z0dHTwUU1gQqFjBmoul0Mul0MsFoNCoUCxWOT7ZsYdAJ5HQqFQlIyAs22w7aXT6RIPh8kGPduWNPRCmnySwQw8jUYDrVaLQqHAjUlBELjIwQxmZqgrlUqe5FGa+0Gj0UCv1/M+w15gmUyG71+n0yGRSPDzz0QYNtLOXMXZ/HQ6DYPBAKPRiFwuB4vFwkNlWPJMpVKJXC7H+x07BrYfJhYAEy9V5uHCvILUajVEUUQqleJim1ar5Ykoc7kcN/DZOWSeNVVVVSXu7XK5HDabbUqyznA4jEAgwA31qqqqC7tJp0GpVMJgMPAwg8leE3q9vkTEYDlGamtr8eEPf7jEg8doNMJut19ymy6WI0eOzNq+CYIgCOK9giAI6O7uhsPhmDJPrVZPm+R8prHZbFi8ePGstoG4PiCBARMVE2666Sb+m+VOeOSRR/CrX/0KX//615FOp/H5z38e4XAYa9euxVtvvQWTyXRJ+5V6MDAhAZhQEBcsWIBgMIhoNIp0Oo1gMIgNGzYgnU4jGo3i+eef5zFQrHqBUqnE6dOnoVKpEAqFMDY2BpVKhYGBAWQyGeRyOWi1WhgMBsTjcQwNDfGRZavViurqanR2dkIul0Oj0XD373Q6DY1GA0EQoNfruUszAB5OwWLIWaUDlhgynU5zISObzZYY8jabDS6XC16vF/l8HrlcDiaTCaIoIpvNwmg0IpvNcoMtkUjAbDZDr9fD7/cjFotBrVZzQ5OFeTBvBGYoa7VaOBwOyGQy+P1+iKLIY6JZtQ9mgLL1BEEoERKkI/XSyglGoxFKpZJXdmAhJyxeXGqAhsNhLmowz4jJLktSAYONzLN1Jseqs2VYn5B6QUjbCoBfQ9Ye1vdYm6XbzGQy/PoFAgEoFAqkUikuAOn1ethsNmg0Gv5b6i5fW1vLfw8PD6O7uxvARPwXG0VXKpVcsJHeD8zLwGw2Y9myZSUiQrFYxMGDB7F69erzfgnHYjHccccdUyp0zCRerxeNjY1Yv379jO+bIAiCIIirg9WrV0+bI4ggrjdk4mz747xHiMVisFgsiEaj3AV7ZGQEO3fuRDabRVlZGZ577jkkk0nI5XJ8/OMfx8mTJ7F27VpEIhH893//N1atWoVEIoFgMIjOzk643W6oVCqMjo5ieHgYqVSKx44Xi0Wo1WqkUikAEzHokUiEG+uxWAw6nQ51dXWIRqOIRqNQqVRclGAhAFIhAQAfSWcj3Wz0n1WgYMuxxGbSyhBsGZYMTa1WQ61WI5vNluSJYBUp2LrM6Gaj81KDmI3wS9sDlBrjzFCfHLPPRvdlMtm0uR2YYKJUKksS0rE2MQ8CKXq9nsf4M1d+NpLNwgbYPyaEsESb7HiYAMK8HFjoiMlkKtkeO0/SpG0s/MBgMECtVkOhUMDhcEAul3NX/0AgwMUsm81W8rITRREWi4Ufu9VqnTaGnmEwGPj1nwzb54IFC1BeXo5du3bh5ptvRkVFxbSG/h/+8AfceOONKCsrg16vh8vlAjCR+HTbtm3I5XJobm7GqlWrztieybBcCbPJ/v374XQ6MWfOnFltB0EQBEEQBPHeYzo79EpCHgwzzLZt22AwGABMjGy2trYim83CZrOhs7MT4XAYLpcLR44cwf79++Hz+bBw4UIkEgmsW7cOdrsdx44dw8DAAGw2G1atWgWPx4MDBw6goaEBixYtglKpxPHjx9Hc3Iw33ngDVVVVaGhoQFtbGywWC8rLy3Hy5EnuBs/+xWIxmM1m3HTTTRgbG0MymYTb7cbAwABCoRDkcjmam5vhcrlQKBTg8XhQW1uLeDyO48ePczd45tLOvBeYYa1Wq6HVavmIuCiKyGQy3PBnySOlo+rAXzLGn0kLO1eegcl5DZhQwDwMgAn3NCaOMC8Ltm9gIhafCS+JRIKHGEhDGJirPxMM8vk8XC4XtFotkskkcrkc7HY7N3iZ0FJeXg632w2bzYbXXnuNCxr5fJ6LRtXV1VAqldDpdLBYLMjlcvB4PKivry/JU8C8V6QVS7q7u6HX67lopNPpsHbtWtTX12PBggVTziurPLJp06aznleG1WrlYsBk9Ho9xsfHkUqlsHLlStx9993TLpdMJlFfX49CocBznTC2b9+OD33oQ9O6FV5NhMNhnD59esr0jo4OPPzww7PQIoIgCIIgCIKYWUhgmGFaWlp4zHV/fz8SiQQPMTCbzdDpdJgzZw4eeOABRCIRNDQ0oLu7G4VCAb/+9a+xdOlSHDx4EIlEAr29vWhra0Mmk4HX68XAwACOHj0Ks9mMtrY2nmyRhS0kEgkUi0V4vV4+Ks5KAKXTaQiCgKqqKsjlcoTDYUQiEdhsNhgMBgwPD6OyshLd3d0YGBjgHgldXV08pwFTxDKZDPekMJlMcDqdsNvt8Hg8SCQSPKSAGenNzc3cxd/j8QAAqqqqIAgCT4CnUCiQSCQAgI/MM1GA5YxgwkY8HufeDiqVCvl8ngsGbISfeSxMLovJjH/mScAqArCcBizxINsWy+WQy+W4dwPbhsVi4YkhrVYrBEFAU1MT4vE437/b7UY+n8exY8cQj8ehVCoxZ84cHppQKBRgsVhQVlbGc1sAgMfjQUVFBcrLy6cIBPX19TxZYKFQQCqVwn333QcAPGu/NBO/tDoDE12++tWvoqys7FK7O9LpNHbu3IkbbrgBK1asOONyAwMDWL16Nfr6+vDb3/62ZJ7dbr/qxQUAePfdd7FkyZIpHh8tLS1n9QIhCIIgCIIgiOsFEhhmmLKyMi4wBINBmEwmRKNRDA0NwWaz8bCEuXPnQqlU4ktf+hLy+Ty+8Y1vwOv1AgAikQg2b96MoaEhGI1GZDIZRKNR2O12XkJPEATMmzcPS5YswdDQEFKpFJYvX46amhocOHAAc+bMgVarxe23345XXnkFZrMZXV1d6OvrQyAQ4G704+PjCAaDcDgcKCsrQ3V1NbxeL6+swErjWSwWJJNJOBwO+P1+uFwu7qEwODiI8fFx7iVhtVqRz+ehVCqRTCZx+vRpyGQyxGIxnktiaGiIewzk83leEaK8vByFQgEmkwnpdBrZbJZXomBtAv4iFKhUKp5sUS6X8zr1LIEk867QarUwmUy8tCjL3M88CFhSv2KxiO7ubjidTpSVlfFQh9HRUcjlcl42lJHJZHglC+bRwRIAymQyeL1eHl7Aqme0trbC6XRCrVajsrISVVVVU+rWWywWPPHEEzCbzSXTJ+dTyGaz2LNnDz7ykY9cqS59VkZHR9HY2HjO5Ir9/f3YuHHjFO+Fa4FMJoM9e/ZAoVCgubl5tptDEARBEARBELMGCQwzjLQkXCQSwbvvvovh4WHEYjF4vV6Ioohjx47B4/Hg8OHDOHr0KIAJN3eFQoHjx4/zknednZ1QKpVwOBwwGo1Yv349CoUCKioq4PF48PTTT+NPf/oTrFYrDh8+jEgkgqamJuzcuRMWiwW1tbUIh8M4cOAAT4AoCALa29t5uAMrO1lRUQGLxQKtVotUKoXKykrs37+fl9dLp9MIBAJIpVJIp9MYGRnhuRdY2ADLk8AqPcTj8WnPEUsyydz+pYZzKBRCoVDglQGYBwYAvp9sNstzPBQKBdhsNsyfP597EwwPD0Or1WLu3LkwmUx8dHl4eBiBQAC5XA6FQoHnoxBFEeFwmI/0l5eXY/Xq1TAajbxNCoUCS5cuRTAYxLx58wD8RTBgoRTHjh0rGcXP5XKorKzExo0buVDxyiuv4L777junQc5yYZyL/v5+VFZWnnO5K8XIyAgaGhrOuVw0GoXVar3yDboCDA4OQqFQ4K677prtphAEQRAEQRDErEICwwwjk8l4PP6+ffuwePFi9Pf3o7GxERqNBgaDARaLBV/96lfx2GOP8bJ2//mf/4m1a9cilUrhwx/+MFpbW/HTn/4US5YsQWtrK0RRRDKZhMFgQDKZRD6fx969ezE4OAifzwelUomuri4uZuRyOW7sFwoFDA4OwmQyQS6XQ6FQcO+Bzs5OiKKIkZERKJVKaDQaKJVKjI+PIxwOw2KxcKPcaDTCZDIhm83y5H8sdICFawSDQSiVSpjNZkQiEV71IZlMQhAEuFwuVFRUQKfT8UoXlZWVcLvdkMlk8Pl8CAQCPIEkC80wGAzo7e2FKIp82WAwCLVazb0p0uk0/H4/wuEwT0jJ8lAAE8kP2fay2SwqKip42AcrGQpMeEUMDQ3xayqKIpYvXw65XI5Vq1ZNG1qQTqfhdrt5iUaGXC7HoUOHMDQ0xHNa7N+//7L1t2QyiTvvvPOybe9ctLa2QqPRcIFkZGTknNUTWCjLbJdnulj8fj8aGxt5ZRKCIAiCIAiCeK9CAsMs8MILL6C8vBw2mw2RSARKpRJ2ux2nT5+G2WxGbW0tj6u/7bbbUF5ejueeew65XI6Xm0wmk1yQYHkSBEHA6OgogAnDsrOzE729vXC5XFCpVHC73SgvL8fg4CASiQRkMhnq6+uhVCoxMDCAxYsXw+v1IhKJIJVKYf369RgfH+cig8vl4qPuqVQK0WiUrz80NARBEHiSxsn5CJLJJGKxGBcF9Ho9MpkMysvLUSwWEQqFUFZWhpaWFgDgVSOWLFmC+fPnw+/3Y2RkBCaTCZlMBs3NzYhEInA6nRAEAUNDQ1iwYAGi0Siqq6vh8XjgcDigUql4xQTmTeF2u+FwOGC323nSRhZisXLlSi60lJWVndHonS7hpEKhgMvlmnYdrVaLT33qU9PWF87n83j++efxN3/zN9dEroGzceLECVRUVPBkh5WVlees4jA6OjqrXhaXit/vP2t+CYIgCIIgCIJ4r0ACwyygUqlwxx13YN++fXj99deh0WhgNpt5MsLy8nJs2bIFgUAAb775Jv7u7/4OarUaCxYsgM/ng81mw0033YSXXnqJrxMMBuHxeJDNZuFyuRAIBPDCCy9Ap9NBrVbzPAMsrwBb59133+WlH0+ePMlzGuh0OiiVSkSjURiNRlitVixevBhjY2OoqalBZ2cnXC4Xamtr0d/fD1EUUVNTg7GxMcjlclitVhiNRu5NEAqFoFarodfrIZfLeWJLrVbLS2XW1tZy0aRYLCIajUKj0cBoNEKj0SCRSPBqBR/4wAeg0+mwZs0angQzm81i586dWL9+PQ4cOIBkMom7774bq1evBgB0dXUhk8kgEAhg2bJlPBcGAIyNjSGTyWDDhg0z3h/6+vowb968a15cYKLLTTfddEHrjYyMoLq6+ko0aUZIp9PQ6/Wz3QyCIAiCIAiCmHVIYJhF8vk8gsEgDAYDlEolEokERkdH0dfXh02bNqG6uhrLly+Hx+NBMpnEK6+8gkQigXw+z0fwA4EAQqEQH9VPp9OYN28eBgcH0djYiCVLlqC+vh5bt26FzWbD0NAQNBoN7HY7FAoF0uk0xsfHYTQauSGfy+UwZ84cCIKAuXPnwm63QxRFfP/738c//MM/oLOzE/39/bBYLGhra0NTUxNMJhNuvfVWnDhxAgaDAQ0NDQgEArDb7TCZTNi6dSvS6TSGh4fxwQ9+EK+//jqKxSJsNht0Oh0/J7FYDH6/H4VCAVqtFjqdDn6/n3sHRCIRVFdXY2xsjJ+/np4exGIxVFdXw+fz4dSpU7DZbLzCRGtrKwDg6NGjvFxnZWUl/H5/yfVYuXLljF5/RmdnJzZv3jwr+76csGSgF8rAwADWrl17BVp05TlT6VSCIAiCIAiCeC9CAsMssmfPHl7iMB6PI5PJYN68eVi/fj02bdqEH/7wh+jt7cXu3bsRiUSwcuVKhEIhrFixAgMDA9BoNMhkMigrK8Po6CgKhQKSySQOHz4MADxPwbZt29Df34+xsTGEw2HMmTMHZWVl8Pv9iMfjUKvVcLvdyOVyMJvN6O/v59UUuru7odFokEql8MlPfhLxeBxmsxlarZZXxPB4PMjlcnj99dchiiJisRjGxsZ43gav14tsNgun0wmVSoUdO3YgFAohm81CJpOhv7+fV3CQutOnUilemlIul6O8vByxWAxr1qxBKpWCIAjYvn07BgcHUVVVxSsqyGQy6HQ6ZLNZdHd38+0NDQ2hvr4e995771Vj0GYyGSQSiZIEh6IoIhqN8tKZ1wo9PT0XHOoQiURgNBrPK2Hl1UY6ncbzzz+PuXPnznZTCIIgCIIgCOKq4Nr7qr+OiEajKCsrQ39/P69IwKonnDp1CjqdDps3b8Yf/vAH6HQ6fPe738UPf/hDtLW1obW1Ffl8Hj6fj3sLsHKIwIRxHgqFeCLDYrHIQyQMBgM6OzuRSCSQzWahVCoxNjYGQRAwMjICtVoNj8fDPQZEUURtbS3Pr8BKR+ZyOcRiMaRSKV5tYmBgADqdDl1dXbycYiaTQaFQgE6n4xUkWIUJhUIBuVwOi8UCtVqNfD7PR4UFQYAoirz0pUKhgFarRaFQQCwWg8fjgclkgs1mQ11dHURRxLp16+B0OhEOh5FKpdDe3s7Pt06nw/DwMIaHh7F79+7zukYsD4TJZLrMV3+CwcFB1NTU8BKkANDW1oZgMMj7xGwiCAIOHz7ME1yei5aWFp5/4XxIpVK45ZZbLrZ5s8rw8DAWLlyINWvWzHZTCIIgCIIgCOKqgASGWYIZz7t27eIlDzUaDdRqNUZGRjA4OMirPLDcCnv37kUul0NtbS1CoRACgQDC4TDWrFmD1tZW3Hzzzdi9ezcPfWhpacHy5ctx6tQpXl0ik8lAJpMhHo/jG9/4Bn75y1/yso4s5wJLjrho0SJUVFSgrKwM1dXVeO2119Dc3Ayfz4fR0VG43W4oFAp4vV40Njby3A2f+9znsG/fPqxZswbvvPMOBgcHYbPZUF1dja6uLp4k8v3vfz/uuOMOJBIJHDx4kFdsYAwMDCCVSqG5uZknq8xms/D5fAAAvV6PiooKVFVVYd26dSXrBoNBiKKI97///Zd0nfL5PI4dOwZBEAAA2WwWyWTykrYpRS6XY3R0FAcPHuTTzGYzmpubL9s+isViiYBxIeRyOXzqU59CfX39ZWvP9cLg4OC0STsJgiAIgiAI4r0KCQyzRDabxeDgINRqNerq6pBIJKBWq1FZWQmDwYBEIgGlUgmj0Qiz2YxAIICf/OQnACaM5+HhYdTX1yMej6OxsRHARPLI2tpaABMj74888gheeOEFuN1uNDY2IhQKIR6P83j/vr4+jI6OQqvVwmq18ioQarUaCoUCe/fuxdjYGCwWCyorKxGNRiEIAnp6epBMJlEoFHhyO4PBAFEUUV9fjxdeeAHpdJp7QtTX18NoNEIURZSXl0Ov12PRokX40pe+BLvdDplMhs2bN6NYLJZUYHjzzTeRz+dx7733QiaTIZVK4bXXXkNdXR1kMhmUSiVUKhVEUeSJKhnj4+NoaWlBeXn5JV8raQJCnU531uoSVyvve9/7zlnNgbgwfD4fTzpKEARBEARBEAQJDLMCC2WIRqOYN28eL+fIKjGwBIR6vZ6XprRarfjYxz6GFStWYM+ePThw4ADkcjnUajV0Oh2v3FBRUYHW1lZEo1H8+Mc/xsGDB+F2u5FMJiGKIpRKJQ4ePIjh4WEEAgGYTCbE43EkEgnkcjksWbIEZrMZixYtwqlTp1BRUYFwOAyPxwONRoN0Oo1IJAK1Ws29K1KpFDo6Ovi2dDodisUixsfHMTY2hoqKCsydO5fnWtBqtVi9ejW6u7vR0NAwxVhnIRLxeBwAEA6HAUzkK1AqlZgzZw5fdmRkBMeOHYPBYChZV6fT4W//9m9RVlZ2xa/n2Ugmk9izZ895JQPMZDKIx+NQKBQz0DLiUnG5XJDL5bPdDIIgCIIgCIK4aiCBYYYRRRHFYhHpdBqiKEKv16NYLEKhUEAURcjlcigUCigUCshkMrS3t+PTn/409u/fD4VCgXw+D4fDgbq6OvzXf/0X/s//+T/o6OjgokUul8PIyAgqKytx7733wu/3w+FwQBRFpNNpRKNR5HI5iKIIn8/HQycWLFgAl8uF+vp69Pf34/Tp03jkkUfwm9/8Bvl8HoIgYNGiRbDb7di2bRuqqqpQV1eHwcFBzJs3DzU1NQiHw2hvb4fL5YLX6+VhEVVVVbBarVi7di1qamq4R0AsFsO2bdumVB7I5XJIJpM8fwJLOOn3+5HJZLBr1y6+bCQSwa233jrt6Hx7e3tJDobZYGBgADfccMN55XBQKpVTwkQIgiAIgiAIgiCuFUhgmGH++Mc/Yvfu3Vi5ciXkcjmUSiWKxSLkcjkfyc/n87wiAhMjFAoF1Go1stks2traoFKpoNPpoNPpeEWJ8fFxtLW1QRAEnpwvlUrhwQcfhF6vRyAQgMfjwapVq/DSSy9hZGQEVqsVHo+Hh0v8+c9/hkqlgkKhwLvvvgtRFJHJZKDVapFIJFAoFJDP53nVhvr6eoTDYeRyOezatQs6nQ4ulwuxWAxGoxFWq5UncRRFEQ0NDTx5oc1mg8ViQT6fLzlHarUaBoMBoVAIcrkcS5cuBQB0dXVhxYoVcDqdfFmWt+JqZenSpbBYLLPdDIIgCIIgCIIgiCsOCQwzzEc+8hF0d3djeHiYCwyFQoHPLxaLyOVysNvtfFooFIJCoYBGo8HY2Bi2b9+OO+64A3v27MGOHTswMDAAQRCwe/du5PN5yGQyVFdX81wJ7777Lurq6tDe3g61Wo1gMIjOzk6o1WqEQiFoNBpUVFRg1apV2L59O1asWIE777wTr732Gnp7e6HT6fA3f/M36Ovrw65duxAIBPCtb30LBoMB3d3dEEURkUgEhw4dwvr16zEyMsJFDrfbjbvvvhsLFiyY9nxIyzNKyefzMBgMMBqNXFCoqKjA0qVLr7n8BwRBEARBEARBEP+/9v48POr63v//H7PPZJJM9o1AIAQI+yoComhRKoJLFxdUSlv1c7TVSu2ne8+p7dUePHqq5/R4WqunHz/9WCtebaFVq1QsiCCrQGSRTSEkEEIWkplss79+f/hjvk1BBRJmSLjfriuX5D2v9/v9fE9e4XIevJaLAQFDkhlj1NLSomXLlunYsWOy2+1qa2uTxWKR3+/XmjVrNGvWLA0YMCDxQbqxsVF2u11Op1N/+MMfNGnSJEnSX//6VzU2NsoYI7fbraamJo0YMUJut1uf+cxn9Nhjjyk/P1/RaFQVFRWqrq5Wfn6+Dh48qGAw2G3thrKyMr333nuqra1Va2urjhw5ovfff19er1dOp1MHDhxQZmamBg0apKNHj8rhcKi+vl41NTXKz8/XgAEDlJubq/vvv1979+6Vy+XSvHnz9Pvf/1433njjWY8yOHHihA4fPqyCggJdcsklvf5zAAAAAAD0LgKGJGtpaZHD4VBmZqaMMXK5XCopKUl8iP/MZz6jCRMmKC0tTXb7hz+e9evXJ/4cDAYViUTU1dWlpqYmWa1W5ebmqrm5WU6nUyNHjpTD4VBVVZXa29vldrsVi8W0bt065eTkyOfzqaWlRZmZmSopKdGQIUP0xhtvqKOjQ9u3b9egQYOUlZWl9PR0DRgwQG63W2VlZSopKdGxY8e0a9cuRSIRNTY2qrCwUDk5OXI6nTp06JAcDodeeOEFFRUV6e6775b04XoKZxsuGGPk9/tls9kSizcCAAAAAC5sBAxJtnHjRlVWVmr//v1qaWlJ7LZgtVpltVp13XXXyWq16s0331RTU5N27NihgwcPymKxKBKJqL6+XrNnz1ZBQYG2bt0qp9OpT3/60/rNb34ju92ut99+W1OmTNHx48fl9Xrlcrnk9Xp15MgRRSIRpaeny+/3KysrS3v27NEHH3wgh8Oh9PT0xFoQx44dk9vtVkVFhfbt26e8vDxFo1HF43EVFBTI7XYntspsa2tTenq6hg0bpldffVVHjhyRzWbTkiVLZIzRrl27dODAgbN6j+LxuOx2u4qLiwkYAAAAAKCPIGBIsoyMDNntdrlcLq1fv16TJk3S3r171dDQILvdrn/+53+WpMRaCg6HQy6XS/v379eLL76o+vp6xeNx7d69O/HBfd26dQoEAiopKZHb7VZDQ4OOHTuWWCRy6tSp2rRpk3JyctTR0aGuri7Z7fbEbg0ZGRlat26dWltbVV1drXA4rM7OTu3ZsyexMKTNZlN7e7vsdrvy8vL06quvyuPxqKurS3l5eXrttdd0+PBhVVRUaOTIkYkdL4YMGaKrrrrqnN+vAQMG9Mr7DgAAAAA4vwgYkqyxsVE7d+7U1q1b5ff79dZbb6m1tVVDhw5Va2urZsyYoVGjRumVV15JbCvZ2NiotrY2tbS0yOv16ujRo6qpqVEkElFWVpY6OjpkjFFFRUViekNxcbE2b96saDSqcDisMWPGyOl0avPmzXK73XK73YkRC8XFxdqzZ4+8Xq/y8/MVDodVUVGho0ePKhaL6ZJLLknsDuHz+TR27NjEdorFxcXasGGDgsGgpk+frjvvvLPb8xYUFMjj8aTirQYAAAAAJBEBQ5J1dHRo1qxZqq6u1oABA2SM0ahRo9TU1KTs7GyFw2E1NTWppqZGmZmZGjFihHbs2KHMzEzl5uYmFmZsampSJBJRRUVFYr2Ck1tOhkIhSVJra6vy8/PlcrmUlpameDwuj8ejrKwszZo1S01NTfJ6vbJaraqurlZBQYGGDBmi0tJSTZw4UXV1dbLb7fqXf/kXWa3Wj3ymd999V1dccYVKSkpUVlaWrLcSAAAAAHAB+ehPjTgvjDGyWq0KhUJyOp3q6OjQkSNHdOTIkcRiiW+//bYOHDigEydO6OjRozpy5Ii6urpUV1en9vZ2lZSUyOFwKD8/XzNnzlReXp4cDocGDx4sh8Ohz3/+84kgYeLEifrKV76i1tZWHTx4UA0NDcrPz1dhYaE++OADNTQ0JNY8yM/P14gRI3Tdddfp0ksv1Z133qnhw4fLarUqFospFovJGHPa56qvr1dpaWmS300AAAAAwIWCEQxJFo/HE+sTWK1WNTc3q7i4ODHKwGq1yuFwJHZvuPPOOxMLPqalpamwsFAdHR0Kh8MyxigtLU0ul0tWq1VtbW1qbGyUx+NRbW2tMjIytHPnTv3sZz/T/v37lZGRkRiJEI/HFY1G5XQ6ZbVa5fV6dckllyQWcty1a5f8fr+8Xq8aGhq0bNkyZWdnKxKJaOzYsYktNMPhsOrr61VbW6uBAwem8q0FAAAAAKQQAUOSndw1IhQKyWKxyOPxKDMzUxaLRQUFBSotLdXx48d18OBB5ebmyul0Kh6Pq6urS+3t7SotLdWOHTvU0dEhSdq6dasaGhokSU1NTcrMzNTatWsVj8clfbgtZmlpqZqammSz2TR69GiFQiE1NzcrHA7L7/crFAopFotpz549ys/PV21trd544w2NHDlSGRkZev/99zVr1iyNHDlSfr9ftbW1iefp6OiQ1WpVWVmZ0tPTk/+GAgAAAAAuCAQMSRaPx7Vr1y4VFhbKGCO73a5YLKZoNCqXy6VYLKbq6mrZbDaFQiHZbDY1NjYqGAyqo6ND7e3tqqurU11dnWw2m9577z1FIhEFg0GFw2HZbDa98847CofDOn78uDwej6qrq5Wfn6+2trbEopGFhYVKT0+XzWbTuHHjVF1draysLE2fPl0lJSUaN26cJkyYoPLycj355JOaOXOmqqurT3meQ4cOqaurS3PmzEmMagAAAAAAXHwIGJIsGo3KZrPJ7XYnpkPEYjEFg0G5XC6Fw2GdOHFCgUBAAwYM0B/+8Ac1NDSooKBAQ4cO1Q033KC3335bR44ckd1uVyAQ0GWXXaZgMKi8vDwFAgEZY5Sfn58IDdrb2+V2u/X+++/LbrcrFAopEAjI4/GotLRUo0eP1tq1azVs2DANGzZMFRUVeuedd5SVlaWhQ4dq1KhRmj179mmfJy0tTUVFRRoxYkSS30kAAAAAwIWEgCHJtm/froKCAoXDYblcrsQIhra2Nr377ruqr6/Xu+++q2g0qqFDh2r37t3KyMhQLBZTcXGxLBaL0tPT5XA4lJaWpuzsbNXU1MgYo3379snpdCoWi+krX/mKHnvsMY0ePVr5+fnKzc1Ve3u7Ro4cqXfeeUfxeFw+n0+tra3aunWrgsGgMjIyFI1GE4tQntzVwufzKSsr67TPE4vFEltWAgAAAAAuXgQMSRaLxdTe3q5IJCKLxSK73Z7YIUKSLBaLbDabXC6X3n//fR06dEjxeFzGGA0dOlR1dXVqbW2VMUbhcFgZGRkaOXKk6uvrFQwGtXv3blmtVj399NNqbm7Whg0blJaWJrfbrXA4rH379ikjI0PHjx/XiRMnlJGRIY/Ho9zcXPl8PrW3tysejyscDisrK0tr167Vvn379MILL5z2eQKBgKZPn57MtxAAAAAAcAEiYEiyvw8YrFar7Ha7WlpaEtMVTo5SqK6uVm5urkpKSrRx40adOHFCe/bs0ZEjR9TY2KiOjo7EqIaOjg75/X75/X4FAgHl5+ero6ND2dnZSk9P18yZM7V582bZ7XY5HA6VlpaqurpaQ4cOVW5urrKzs+V2u7V7925JUnNzs6qqqvTaa69p3759evDBB5Wfn5/idw4AAAAAcCEjYEiyk9tJOhwORaNR2e12tbe3y+VyKRQKqaOjQ263W8FgUJFIRBkZGWpra1NTU5MOHTqkpqYmRaNRpaeny+l0yul0av/+/XI6nbLb7YlrV1RU6PDhwwqFQlq+fLmi0agyMzOVkZEhi8Uit9utwYMHq6KiQk1NTRo0aJB2796tWbNmKRwOy263Ky8vT5IIFwAAAAAAn4iAIcmsVqvi8bhisZgOHDggi8Wiuro6DR48WFarVZFIRLFYTBaLRV6vV8YYFRUVqbW1VQMHDkyMQjh+/LhaWlpUV1eXmGbR1tYmSfrWt74lSXrkkUcUjUYVi8Xk8Xhkt9s1cuRItbe36/Dhw+ro6NDq1asVj8c1ZMgQ5eXlqbm5Wenp6Zo3b56mT58uj8eTyrcLAAAAANBHEDAk2YkTJ9Ta2qp4PK7S0lLl5eWpqalJJSUlikajOnLkSGJthSuvvFJbtmyRMUZOp1OHDh1SQUGBMjIyVFJSor/97W8KBAJqbW1VKBRSJBKR3W7XX/7yF9XW1ur48eNyuVzyeDxyOp2qrKyU3+9XPB6X1+vVJZdcov3792vKlCm64447tGfPHt14442qra1VZ2fnRy7sCAAAAADAPyJgSLLW1lYFg0GVl5fryJEjqq6uVldXl2pqajRixAi1tLSovr5eZWVlysrKSkyVCIfDCgaDmjhxotatW6dwOKzm5ubEmg7hcFhOp1NWq1U2my0xFcLn82nOnDkqLi7WbbfdpvXr18vpdGr9+vW6/vrrtWzZMv3zP/+zotGojh8/Lq/Xq1AoJJfLleq3CgAAAADQh1hTXcDFxhgjm82myspKORwODR48WGVlZRo0aJDy8/OVl5en9vZ2dXV1afXq1dq9e7e6uroUDAY1evRoTZw4UQ6HQ11dXYpGo5Ikl8uljIwM2Ww2OZ1OxeNxhUIhGWM0fvx4RSIRFRQUyOv1qqurSw6HQ06nU5FIRC6XSz6fT6FQSG63W5ISYQUAAAAAAGeKgCEFLBZLYkRCJBJRZ2en2tvbZbPZ5PV61d7eLq/XqxkzZsjlciWmNDQ1NenVV1/Ve++9p9raWtntdl133XVyOBzKyMiQ2+1Wfn6+ioqKVFpaKmOMcnNzZbPZlJaWpng8rtbWVlksFkkfbjF5co2Frq6uxJ8ZwQAAAAAAOFsEDClgjNHevXsVCARks9kUj8dlsVhUVFSknJwc+Xw+xeNxvfXWW2publZnZ6cGDRqkyspKFRcXq7S0VEVFRbLb7SouLlZGRobC4bCsVqu8Xq9uuukm1dbWyul06s4771RlZaXcbrcCgYD27dsnSXI4HOro6FBaWpokKRgMJkYwEDAAAAAAAM4WAUOSnRy9cOzYMdlsNhUXF8vn8yk3N1cWi0V2u11ut1ujR4/WqFGjNHz4cDmdTqWlpclisai+vl6SEusubNiwIbHAY1dXlxobG7V8+XLl5ubKbrdr1apVqq2tVTwe16ZNmzR06FCVlZUpMzNTbW1tiYUcGcEAAAAAAOgJAoYk6+rqUiAQUFpamtra2lRdXS232y2LxSK/3y+73S6r1SqXy6WDBw/qyJEjamtrU1FRkY4cOaLW1lYdPXpUx44dUzwel9VqTYxCcDgcyszM1Jw5cxQIBBSJRPT222+rrq5Oa9as0apVq+T3+/XSSy8pOztbgUBAOTk5krqPYGANBgAAAADA2WIXiSTr6uqSz+eT2+1WLBZTWVmZwuGw2tratHfvXmVkZCgYDOrgwYPatWtXInDIzMzU3r17lZ6ertbWVkUiEdlsNnV1dampqUmdnZ3Ky8tTPB7Xjh07VFdXp7y8PJWUlMjtdsvlciXCCYvFouzsbFVVVWnmzJkKhULq6OhgigQAAAAA4Jz1mYDhy1/+sv7zP/9TGRkZqS6lR4wxisViCofDikajOnTokCTpxIkT8vv9KikpUSgUkt/vVzQaVWVlpY4eParRo0dr586dqqurS2wlmZWVpdmzZ+vo0aNyuVyyWj8ckLJ3717F43GNHz9eWVlZGjp0qMaMGaNt27ZpwIAB+uCDDxQIBJSRkaHm5ma98soriS0tJSkWi8lms6XsPQIAAAAA9D19JmD4zW9+o0ceeaTPBwwdHR2Kx+NqaWlROByWy+VKBA75+fkKBAJqb29XY2OjsrKyEtta1tXVKRKJKDMzU6FQSFarVVlZWRoxYoS6urqUm5urYDCogoICpaenKz09PbHGw9ChQ3XttdcqFovp8ssvV2Zmptrb27Vq1SrdcMMN3epbt26d/H5/it4dAAAAAEBf1WfWYDDGpLqEXhMOhxMf4rOysmS323X8+HGVlZUpJydHXq9XkyZNUnFxsSKRSGKkgSS1tLSora1NFotFaWlp6uzsVDAYTOwUMWLECA0aNEidnZ0KBAKaN2+esrOzJXWf+vD3izr+vZqaGv3TP/1Tkt4JAAAAAEB/0WcChv4iHA7Lbrdr4MCBysrKUnZ2tjo7O2W323XVVVclpkhs3rxZzc3NqqmpUSAQUGtrq9rb23XixInEopCdnZ3aunWrYrGYIpGIAoGAAoGANm/erHA4rOuvv14ulysx9SEUCiUWb/yogEFSYqoFAAAAAABnqs9MkbBYLLJYLKkuo8dcLpeKiooUj8dVUFCghoYGNTY2yuVyKRAIqK6uTpmZmYmRBoMGDdKhQ4cUiUR0/PhxRaNRuVwuhUIhtbS06NVXX1UsFtOxY8fU3t6uY8eOqbq6WsYYNTU16Y9//KOysrK0Z88ebdiwIVFHKBTS1KlTU/U2AAAAAAD6mT4TMBhj9MUvfvETdzdYtmxZkio6d3a7XY2NjXI4HNq/f7/cbrcaGhq0bNkytbS0KBQKqb6+XsOHD1djY6OKiooUjUbV3t6ueDyuuro6xeNxGWPk8/nU0tIim82mzMxMTZ06VW1tbfJ6vbr11ltVW1urK664QpmZmZKkBQsWfGRd0WiUxR0BAAAAAOekzwQMixYtSnUJvcblcqm5uVnFxcVyu93q6OhQOByWxWJRaWmpDhw4oOzsbGVkZMjn8ykSiSgcDsvhcMjj8WjAgAHavXu30tPTFYvFJElFRUVqbGxMbFmZn58vY4xaWlrOeGHMrq4upaWlnc9HBwAAAAD0U30mYHj22WdTXUKv6ezsVCwWk91uVygUUltbm8LhsEpKSvTBBx8k1lSora1VTk6Ojh8/LqfTqUgkIpfLJb/fr3g8Lp/Pp5KSErW0tKi8vFzNzc0qKSlRTk6OrFarDhw4oOHDh5/x1JLOzk55vd7z/PQAAAAAgP6ozwQM/UlnZ6fcbreysrIUiURUV1entLQ0NTY2KhqNqq2tTQ6HQ7FYTNFoVK2trXK73YljwWAwsatGV1dXYoSD2+2W3+9XSUmJ4vG4rrnmGmVlZSXu+0lBQ2dnJyMYAAAAAADnhIAhBcLhsCQpFoupvb1dXV1d8nq92r9/v3JycuR0OjVo0CBJUmlpqY4fP659+/YpPT1dxhhlZWWpsbFRjY2NKi8vl8Ph0DvvvCO3261wOKzc3FxFo1G99tpr3e6bk5PzsXURMAAAAAAAzhUBwxl4+OGH9aMf/ajbscLCQtXX15/1tdra2hQMBhMLOTY0NKijo0NOp1PxeFyHDx+WMUaNjY3y+Xw6fPiwWltbVV9fr7y8PHV1dclms8lmsykUCmnnzp0Kh8NqbW2V0+lUdXW1YrGYCgsLVVxcrCuvvPKMa+vs7FR2dvZZPxMAAAAAAH0uYHjooYdOe9xiscjtdquiokI33njjJ/5r/dkaPXq03njjjcT357rbQjgcVllZmU6cOCGPx6OCggLV1tbKarUqGAxq0KBBam5uVn5+voqLi7Vr1y51dnbKYrHIGCOXyyWfz5f4s81mUyQSkdvtltPplM1mU1pamsaNG6cZM2acVW2dnZ0aMGDAOT0XAAAAAODi1ucChu3bt2vbtm2KxWIaMWKEjDE6cOCAbDabKisr9Ytf/ELf+MY3tG7dOo0aNarX7mu321VUVHTG7UOhkEKhUOL7QCAg6cPtNt1ud2IEgsViSWy96XK5dN111+lPf/qTmpqa1NzcrJaWFgUCARljFA6HNXjwYNntdhljVFpaqssvv1x//vOfNW3aNEWjUV1zzTXasWOHZs+eLafTeVbP2NHRwRQJAAAAAMA5saa6gLN144036uqrr1ZdXZ22bt2qbdu26ejRo7rmmmu0YMECHT16VFdccYW+/vWv9+p9Dxw4oJKSEg0ZMkS33XabDh48+LHtlyxZIp/Pl/gaOHCgpA/XXdi1a5dOnDihpqYmVVdXJxZqdDgcys/PVyQSSXzYP7l4Y0VFhSwWi2pqarRt2zZFo1GFw2Ht3btXw4YNU2Zmplwulw4dOiRJZxUUvPvuu3r++ed15MgRdpEAAAAAAJwTizm5HUEfMWDAAK1cufKU0Qm7d+/WnDlzdPToUW3btk1z5sxRU1NTr9zztddeU2dnp4YPH67jx4/rJz/5ifbu3avdu3crNzf3tOecbgTDyZBB+nCKhdvtVmdnp4wxys7OltfrVWZmpurr6xUKhWS32xUMBpWRkaF4PK5wOCyLxZJYg2HcuHHKzMxUa2urfD6fvF6vHnzwQb3++uu6/fbbNXTo0DN6vj//+c+aPXu20tPTe/ZGAQAAAAAuGIFAQD6fT36/X5mZmef9fn1uioTf71dDQ8MpAUNjY2NiGkJWVlZip4beMHfu3MSfx44dq+nTp2vo0KH6zW9+85FrQrhcrsTUh9OJxWKJtRWsVqva2toUCoXU3t4uh8ORmBJxMlCQPgwlYrGYHA6HrFarnE6nxo4dq+bmZsXjcY0ZM0aFhYWJNRnOVGdnJyMXAAAAAAA90ienSHz5y1/W8uXLdeTIER09elTLly/XXXfdpZtuukmStHnzZg0fPvy81eD1ejV27FgdOHDgnM73eDyyWCyJP1utVlmt1kSYcDJ0sFgs8ng8Gj9+vDwej+x2u3Jzc1VcXCyPxyOn0ymv15sIG2w2m7xeb2JaxZkyxiTqAQAAAADgXPS5EQy/+tWv9PWvf1233XabotGopA8XYFy0aJGeeOIJSVJlZaX+53/+57zVEAqFtGfPHl1++eVnfa7ValU8HpfX61VHR4eCwWAiUDg5UsFut8tqtcrtdisSiejw4cMKBoOKRCLyeDwqLS2V3+9XRUWFrrjiCv31r3/Vhg0b1NHRoczMTHV0dDDdAQAAAACQVH0uYEhPT9czzzyjJ554QgcPHpQxRkOHDu32gXrChAm9es///b//t66//noNGjRIDQ0N+slPfqJAIKBFixad9bU8Ho9sNpvy8vJ07NgxhUIhxWKxxJfX61VnZ6ekD4MMr9crp9Mpu92uaDSqcePGafTo0Vq/fr3S0tJUWloqi8Wi/Px8zZ49W7fffrusVuvHTs/4e9Fo9Jy33AQAAAAA4KQ+FzCclJ6ernHjxiXlXkeOHNGCBQvU1NSk/Px8TZs2TRs3blRZWdlZX2vMmDHKyMhQa2urOjs7FYlE1NXVpfz8fKWnp2vQoEE6fPiwvF6vDh48qPLycrlcLtXV1Skej6urq0s1NTXq7OzUu+++q1deeUW7du3SxIkTz2maQ1tbmzIyMs76PAAAAAAA/l6fDBhaW1v161//Wnv27JHFYtHIkSN11113yefznZf7LV26tNeu5fP5FAqFZIxRZWWlDh48KIvFogkTJsgYo5EjRyoWi6mpqUkWi0VTpkzR+vXrlZubK2OM7rzzTu3YsUMTJ07U4cOHNXfuXB09elQDBgxQVlbWWddDwAAAAAAA6A19bpHHd955R0OHDtUTTzyhEydOqKmpSU888YSGDh2qbdu2pbq8TxQMBlVbW6vW1ladOHFCzc3NisVi2rt3rw4ePKg///nPOn78uA4dOqTOzk7t2LFDoVBINptNxcXFWrVqlQ4dOqRwOKxDhw7p5Zdf1oEDB2S1WpWTk6N4PH5WIxna2tqSsl0JAAAAAKB/63MjGL7+9a/rhhtu0DPPPCO7/cPyo9Go7r77bi1evFhvvfVWiiv8eOXl5UpPT1dbW5ssFoui0ajmzZunbdu2yePxKBQKqb6+Xk6nU8FgULFYTO3t7Ro8eLBsNpvWrl2rgQMHauXKlaqpqVFhYaHy8/NltVo1dOhQRaNRORyOj63h6NGjWr16tWw2m9rb23Xdddcl6ekBAAAAAP1VnwsY3nnnnW7hgvThrgvf+ta3NGXKlBRWdmYmTpyo5557ThUVFQqHw3I6naqurlY4HNbw4cPldru1d+9e+f1+hUIhjR07VpFIREOHDtXWrVvlcDg0duxY3XrrrXruuef0s5/9TMuXL9dNN90kh8Ohjo6OTwwY3nrrLX3mM5+R1+tN0lMDAAAAAPq7PhcwZGZmqqamRpWVld2O19bW9om1BLZt26a0tDRNmjRJu3fvlsPhUGFhoaxWq6xWq3w+n3JyctTQ0KBoNCqv16uBAwcqPz9fXq9XV1xxRWI0gyTZbDZFIpFE4BKJRE4bMDz11FPy+XyJXTcIFwAAAAAAvanPBQy33nqr7rrrLv37v/+7ZsyYIYvFonXr1umb3/ymFixYkOryPtHx48f1xS9+Ue+//75qa2vlcrlksViUlpamHTt2yOv16oMPPlBXV5csFov27t0rr9errq4uOZ1OxWIxHTlyRPv27ZPdbk+st3Dyv6cLGGKxmLKysnTbbbcl/XkBAAAAABeHPhcw/Pu//7ssFou+8IUvKBqNyhgjp9Op++67T4888kiqy/tEsVhM77//fmINhXg8rvT0dOXl5emDDz5QIBCQMUZ2u11Wq1WFhYVyuVw6cOCAsrOzVVdXpzFjxqigoOCUURySuo1mOCkUCsntdifrEQEAAAAAF6E+FzA4nU7953/+p5YsWaIPPvhAxhhVVFQoLS0t1aWdkerqag0aNEhW64cbeHi9Xu3ZsycxJSIejysajcpqtSoWi6msrEzHjx9PTJFwOBwqLi5WZWWljh8/fsr1TzeCIRQKyeVyJeX5AAAAAAAXpz4RMDz00ENn3Pbxxx8/j5X03MiRI2W329XQ0CCHw6FRo0Zp3759MsYoFApp0KBBOnHihCwWi4wxGj16tILBoMLhsMaPH6+amhpZLBY5nc7TXv90u0gEg0FGMAAAAAAAzqs+ETBs3779jNqdXIfgQjZ+/Hjl5+frnXfeUWdnp0KhkAKBgKxWq+x2u2w2m0pKShIhwpgxY7Rp0yZ5PB7Z7XY5HA5ZrVY5nU4ZY2SM6fbcjGAAAAAAAKRCnwgYVq9eneoSes0NN9yg119/XTU1NYlQwel0Kj09XYWFhbr++uu1c+dOHTx4UGPHjtVjjz2mIUOGaNiwYbr77rv1ve99T5ISIxgikUi30QynCxgYwQAAAAAAON+sqS7gYmOxWHT48GG53W75fD41NjbK4XDoqquuUjwel8vlUklJiVwulyorK5Wenq7Pf/7zuuaaa2S1WhUOh7tNkfjH0QmMYAAAAAAApEKfGMHQn3zjG99QbW2trFarjDEqKytTe3u7Bg4cqM2bN2vLli2Kx+OJLSg9Ho9GjRqVOP/kApAnF4k8XcDwj7tIBINB5eXlJecBAQAAAAAXJQKGJJs6daomT56s2tpaBYNBWSwW1dbWymazKRQKKScnR6NGjdKyZcsUDofl8/m6nX9y8ceTgsEgIxgAAAAAAClHwJBkgUAgMYLBZrMpEokoFoupvr5eLS0t2rhxo44ePaqjR4/q4MGDmjx5crfzT458OOnvA4Z4PK5QKHTagIE1GAAAAAAA5xMBQ5JNmjRJ27Ztk8/nU0FBgfbt26e2tjZJHwYEmZmZamtrU0VFha655hplZ2cnzv3d734nr9ereDyueDyuWCymdevWyWKxKBQK6dChQ0pPT1dmZma3e/7jKAcAAAAAAHobizwmWVFRkSRp8ODBGj9+vDIyMuR2u3XNNdfI5XJp4sSJCofDGjp0qBwOh7KyshLnWiwWXXrppYrH44pGo2poaFBnZ6eGDRum8vJy3Xbbbfrc5z4nr9fb7Z5MkQAAAAAAnG+MYEiyxsZG2Ww2GWPkdrsTCzLW1NQoFAppxIgRevPNN5WZmal169apsLBQu3fvljFGGzZskMfj0bRp0xSNRtXc3KxLL71UQ4cOVWFh4Ufe83TrMgAAAAAA0JsIGJIsOztbTqdTHR0dMsbIYrHI7XZry5YtSktL0/DhwxUKhWSxWGSxWPRP//RPcrvdCgaDcrvdSktL09SpUxWNRhOLRP7jiIXTsVgsSXg6AAAAAMDFioAhyVauXKn6+nqdOHFCTU1NOnz4sFwul3JzczVgwAClpaXJYrEoHo9r5MiRcrvdWrVqlT744AN98MEHslqtOnz4sMLhsEpLS9XZ2am0tLRUPxYAAAAA4CJHwJBk27dvV2trq3w+n95//311dnaqvLxcEyZMUENDg5xOpxwOh6xWq6zWD5fIqK+v19y5c3Xw4EFFo1GNHj1adXV1crlcqqqqktVq1XvvvadNmzaddreIf9zqEgAAAACA3kbAkGQPPvignn/+eS1atEirVq3SH/7wB3V2dmrZsmWaMmWKQqGQnE6nrFarvF5vYkvKrq4ueTwedXR0KBaLqbGxURMmTEhct6WlRZ/61KdUVlaWoicDAAAAAFzMCBiSbNu2bWppadHLL7+saDSqaDSq6667Tq2trRo0aJA6Ojpkt9vldruVnZ2tzs5Oeb3exFSIYDCoWCymEydOKDc3N3FddooAAAAAAKQS21QmWWtrq7KysnTfffdp6tSpcjqdcjqdqqioUFNTk3bv3q22tjZ5vV5lZ2erpaVFWVlZiREMNptNsVhMsVhMxhjZbDZJSiwCCQAAAABAKhAwJFlGRoaGDRsml8ulY8eOyWazqbS0VJdeeqnWr1+vpUuXKi8vT5JUVFSklpaWxEiGtLQ0Wa1Wvfbaa/J4PInRDRIjGAAAAAAAqcUUiSTbs2ePBg8erGAwqL179ya2pMzPz1ckEklMjfD5fHrjjTe0d+9e5efn6/Dhw6qurlZtba0++OADXXvttXr55Zc1btw4SR+OYCBgAAAAAACkCgFDCtTW1uoPf/iDQqGQ7Ha7nnvuOR08eFDt7e0aMmSIysvLtWDBAu3YsUMtLS1atGiRXn31Vd10003atGmT8vPzdfvtt3e7pjEmsesEAAAAAADJRsCQZMePH5ckNTc3q6amRjabTVarVceOHZPH49HcuXPV2toqSdqyZYvKysq0ZcsWNTU1yeFwKBKJyOl0pvAJAAAAAAA4FQFDkvn9fl166aWy2+3q7OxUeXm5LrvsMjU2NmrQoEGaPHmy3nrrLcViMb377ru68sorlZaWpjFjxkiSotGo7PZTf2wWiyXZjwIAAAAAQAIBQ5JZrVbNmDFDgUBAx44d00033aSWlhZt3rxZo0eP1ltvvaWqqipZrVYNGDBAZWVl3QKFaDQqh8ORwicAAAAAAOBUTNpPspMjDTIzMxWLxZSWlqaamhoZYzRy5EhddtllGjFihK677jqVlpYmtqE8KRKJnBIwGGOSVj8AAAAAAKfDCIYkczqdamtrU1FRkeLxuLxer4YNG6aOjg65XC7l5+fL4/EoMzNTFovllKkP4XD4lCkS4XCYUQ0AAAAAgJRiBEOSZWRkqKWlRR6PR8YYGWOUlpamjIwMHTt2TAcPHlRdXZ327t2r+vp6xePxbuefbg2GUCgkt9udzMcAAAAAAKAbAoYks9ls2rhxoyKRiCwWi0KhkOLxuNra2lRXV6dwOKxwOKyuri4dOnRI9fX13c4/3WiFYDAol8uVzMcAAAAAAKAbAoYka21tlc/n0+rVq9XW1qadO3fK7Xars7NTAwYM0KRJkzRkyBBNnDhRJSUliS0rT4pEIqesy8AIBgAAAABAqhEwJFl6eroGDBigYDCojIwMZWdna968eQoGg0pLS5P0/y3a6PV61dLS0u38cDicCBgaGxtVX1+v+vp6AgYAAAAAQEqxyGOSZWdny263a9KkSSoqKlJ+fr4yMzNPuzuE1+s9ZQTDyUUfT5w4oZdeeklDhgyRJI0dOzYp9QMAAAAAcDoEDEkWDAZVXV0tv9+vsrKyxGiEeDwup9Mp6cMQwRgjt9uttra2budbrdbEmg0jRozQzJkzk/4MAAAAAAD8IwKGJMvPz1daWpp8Pp8qKip04403SvowODi5UKMxRtFoVE6nU5FIJHHuyV0nYrGYOjo6lJ6enpJnAAAAAADgHxEwJNmUKVPU3t4uj8ej8ePHy+VyyRgjm82WGMFgs9kUDAblcDgUiURkjJHFYtHevXtVUlKiWCym9vZ25eTkpPhpAAAAAAD4EAFDktntdjU1Namrq0vFxcXy+/2KRqPyeDynDRiGDBmiF154QRaLRTabTXPmzNHatWvV3t6uQYMGpfhpAAAAAAD4EAFDklmtVh0/flyDBw/W8OHDE4s0jhw5MhEw2O32RMAwffp0TZ8+PXF+Z2dnYoqE1+tNyTMAAAAAAPCPCBiSzGq1yuFwyOv1asCAASouLpYxRmlpad1GMHR1dZ2yq8TJ12KxmILBIAEDAAAAAOCCYU11ARebrq4u1dXVyel0JgKEaDR6SsAQDAYT3/89m82meDwuY4ysVn58AAAAAIALA59Qk6ypqUlZWVmaNm1aImAIh8MqLCzUjBkzJH04ReKjRjBYrVbFYrGk1gwAAAAAwCdhikSS7d+/X2VlZVq1apWqq6vl9XoVj8dVXl4ut9st6f+bIuHz+U4532q1Kh6Py2KxJLt0AAAAAAA+EgFDklksFhUVFamlpUW33Xab0tPTT2lzcopEXl7eaa/h8XjYQQIAAAAAcEEhYEiylpYW2e122e32006BkLrvInE6n/nMZ85niQAAAAAAnDXWYEiypqYmlZWVdVvk8R+dnCJxukUeAQAAAAC4EBEwJNnQoUOVl5cnj8fzkbtAeL1eHT9+XGlpaUmuDgAAAACAc0PAcBZ+8YtfaMiQIXK73Zo8ebLWrl171teIRqOqr6//2PBg3LhxWrx4sQoLC3tSLgAAAAAASUPAcIZefPFFLV68WN///ve1fft2XX755Zo7d65qamrO6jpXXXWVjh07xugEAAAAAEC/QsBwhh5//HHddddduvvuuzVy5Ej9x3/8hwYOHKhf/vKXZ3Wd9PR0NTQ0JLakBAAAAACgPyBgOAPhcFhbt27VnDlzuh2fM2eO1q9ff9pzQqGQAoFAty9JGjBggFpaWpSTk3Pe6wYAAAAAIFnYpvIMNDU1KRaLnbImQmFhoerr6097zpIlS/SjH/3olONXXnmlHA6HrrzyyvNRKgAAAAAAKcEIhrNgsVi6fW+MOeXYSd/97nfl9/sTX7W1tYnX5s6dK4/Hc15rBQAAAAAgmRjBcAby8vJks9lOGa3Q0NDwkTs9uFwuuVyuZJQHAAAAAEDKMYLhDDidTk2ePFkrV67sdnzlypWaMWNGiqoCAAAAAODCwQiGM/TQQw9p4cKFmjJliqZPn66nn35aNTU1uvfee1NdGgAAAAAAKUfAcIZuvfVWNTc368c//rGOHTumMWPG6NVXX1VZWVmqSwMAAAAAIOUsxhiT6iIuBn6/X1lZWaqtrVVmZmaqywEAAAAA9HOBQEADBw5Ua2urfD7feb8fIxiSpLm5WZI0cODAFFcCAAAAALiYNDc3EzD0Jzk5OZKkmpqapPxggVQ4mZAyUgf9Gf0cFwP6OS4G9HNcDPx+vwYNGpT4PHq+ETAkidX64YYdPp+Pv8DQ72VmZtLP0e/Rz3ExoJ/jYkA/x8Xg5OfR836fpNwFAAAAAAD0awQMAAAAAACgxwgYksTlcumHP/yhXC5XqksBzhv6OS4G9HNcDOjnuBjQz3ExSHY/Z5tKAAAAAADQY4xgAAAAAAAAPUbAAAAAAAAAeoyAAQAAAAAA9BgBAwAAAAAA6DEChiT4xS9+oSFDhsjtdmvy5Mlau3ZtqksCzsiSJUt0ySWXKCMjQwUFBbrpppu0b9++bm2MMXr44YdVUlIij8ejK6+8Urt37+7WJhQK6YEHHlBeXp68Xq9uuOEGHTlyJJmPApyxJUuWyGKxaPHixYlj9HP0B0ePHtWdd96p3NxcpaWlacKECdq6dWvidfo5+rpoNKof/OAHGjJkiDwej8rLy/XjH/9Y8Xg80YZ+jr7orbfe0vXXX6+SkhJZLBb96U9/6vZ6b/XrlpYWLVy4UD6fTz6fTwsXLlRra+tZ1UrAcJ69+OKLWrx4sb7//e9r+/btuvzyyzV37lzV1NSkujTgE61Zs0Zf/epXtXHjRq1cuVLRaFRz5sxRR0dHos2jjz6qxx9/XE8++aS2bNmioqIiXXPNNWpra0u0Wbx4sZYvX66lS5dq3bp1am9v1/z58xWLxVLxWMBH2rJli55++mmNGzeu23H6Ofq6lpYWXXbZZXI4HHrttdf03nvv6Wc/+5mysrISbejn6Ov+7d/+TU899ZSefPJJ7dmzR48++qgee+wx/dd//VeiDf0cfVFHR4fGjx+vJ5988rSv91a/vv3221VVVaUVK1ZoxYoVqqqq0sKFC8+uWIPzaurUqebee+/tdqyystJ85zvfSVFFwLlraGgwksyaNWuMMcbE43FTVFRkHnnkkUSbYDBofD6feeqpp4wxxrS2thqHw2GWLl2aaHP06FFjtVrNihUrkvsAwMdoa2szw4YNMytXrjSzZs0yDz74oDGGfo7+4dvf/raZOXPmR75OP0d/MG/ePPPlL3+527HPfvaz5s477zTG0M/RP0gyy5cvT3zfW/36vffeM5LMxo0bE202bNhgJJm9e/eecX2MYDiPwuGwtm7dqjlz5nQ7PmfOHK1fvz5FVQHnzu/3S5JycnIkSYcOHVJ9fX23Pu5yuTRr1qxEH9+6dasikUi3NiUlJRozZgy/B7igfPWrX9W8efN09dVXdztOP0d/8NJLL2nKlCm6+eabVVBQoIkTJ+qZZ55JvE4/R38wc+ZM/e1vf9P+/fslSe+++67WrVun6667ThL9HP1Tb/XrDRs2yOfz6dJLL020mTZtmnw+31n1fXtPHwgframpSbFYTIWFhd2OFxYWqr6+PkVVAefGGKOHHnpIM2fO1JgxYyQp0Y9P18cPHz6caON0OpWdnX1KG34PcKFYunSptm3bpi1btpzyGv0c/cHBgwf1y1/+Ug899JC+973vafPmzfra174ml8ulL3zhC/Rz9Avf/va35ff7VVlZKZvNplgspp/+9KdasGCBJP4+R//UW/26vr5eBQUFp1y/oKDgrPo+AUMSWCyWbt8bY045Blzo7r//fu3YsUPr1q075bVz6eP8HuBCUVtbqwcffFCvv/663G73R7ajn6Mvi8fjmjJliv71X/9VkjRx4kTt3r1bv/zlL/WFL3wh0Y5+jr7sxRdf1G9/+1v97ne/0+jRo1VVVaXFixerpKREixYtSrSjn6M/6o1+fbr2Z9v3mSJxHuXl5clms52S+DQ0NJySMAEXsgceeEAvvfSSVq9erdLS0sTxoqIiSfrYPl5UVKRwOKyWlpaPbAOk0tatW9XQ0KDJkyfLbrfLbrdrzZo1+vnPfy673Z7op/Rz9GXFxcUaNWpUt2MjR45MLDrN3+foD775zW/qO9/5jm677TaNHTtWCxcu1Ne//nUtWbJEEv0c/VNv9euioiIdP378lOs3NjaeVd8nYDiPnE6nJk+erJUrV3Y7vnLlSs2YMSNFVQFnzhij+++/X8uWLdOqVas0ZMiQbq8PGTJERUVF3fp4OBzWmjVrEn188uTJcjgc3docO3ZMu3bt4vcAF4TZs2dr586dqqqqSnxNmTJFd9xxh6qqqlReXk4/R5932WWXnbLN8P79+1VWViaJv8/RP3R2dspq7f7xxmazJbappJ+jP+qtfj19+nT5/X5t3rw50WbTpk3y+/1n1/fPfL1KnIulS5cah8Nhfv3rX5v33nvPLF682Hi9jYU0ngAAI6dJREFUXlNdXZ3q0oBPdN999xmfz2fefPNNc+zYscRXZ2dnos0jjzxifD6fWbZsmdm5c6dZsGCBKS4uNoFAINHm3nvvNaWlpeaNN94w27ZtM5/61KfM+PHjTTQaTcVjAZ/o73eRMIZ+jr5v8+bNxm63m5/+9KfmwIED5vnnnzdpaWnmt7/9baIN/Rx93aJFi8yAAQPMK6+8Yg4dOmSWLVtm8vLyzLe+9a1EG/o5+qK2tjazfft2s337diPJPP7442b79u3m8OHDxpje69fXXnutGTdunNmwYYPZsGGDGTt2rJk/f/5Z1UrAkAT//d//bcrKyozT6TSTJk1KbPEHXOgknfbr2WefTbSJx+Pmhz/8oSkqKjIul8tcccUVZufOnd2u09XVZe6//36Tk5NjPB6PmT9/vqmpqUny0wBn7h8DBvo5+oOXX37ZjBkzxrhcLlNZWWmefvrpbq/Tz9HXBQIB8+CDD5pBgwYZt9ttysvLzfe//30TCoUSbejn6ItWr1592v8nX7RokTGm9/p1c3OzueOOO0xGRobJyMgwd9xxh2lpaTmrWi3GGHMOIzEAAAAAAAASWIMBAAAAAAD0GAEDAAAAAADoMQIGAAAAAADQY/ZUF3CxiMfjqqurU0ZGhiwWS6rLAQAAAAD0c8YYtbW1qaSk5JRtXM8HAoYkqaur08CBA1NdBgAAAADgIlNbW6vS0tLzfh8ChiTJyMiQ9OEPNjMzM8XVAAAAAAD6u0AgoIEDByY+j55vBAxJcnJaRGZmJgEDAAAAACBpkjVNn0UeAQAAAABAjxEwAAAAAACAHiNgAAAAAAAAPUbAcAE5dOiQnnnmGW3bti3VpQAAAAAAcFYIGC4gO3bs0M0336xdu3apoaFBzc3NamlpSXVZAAAAAAB8InaRSLJ4PK5AIKDOzk653W7t379fEydOlM1mU1tbm7KysjR79mxVVVVJkpqamjRp0iR1dnaqra2t27UGDhyo8vLyFDwFAAAAAADdETAk2Ysvviibzaby8nJt3LhR5eXl+uCDD2SM0fjx4yVJAwYM0IABAyRJkUhETz/9tMaPH69hw4Z1u9bKlStVVlYmm82W9OcAAAAAAODvETAk2f/5P/9H06ZN0/XXX6+3335bgwcP1rRp007btrW1VU1NTfrUpz4lh8Ohzs7Obq9nZmbq2Wef1dixYzVixAhlZWUl4QnOjDFG4XA41WV8IofDIauVmUIAAAAA0FMWY4xJdREXg0AgIJ/PJ5fLJavVqpycHKWnp6uwsFAlJSWaNGmScnNzVVxcrFGjRqm0tFS//e1vNWrUKEmS3+9XMBiUJLlcLmVlZSkWi6m+vl7bt29XSUmJIpGILBZL4p5Wq1U+n6/bsWSJx+Nyu90pufeZMsYoFovp5ptvvqDrBAAAAIBzcfJzqN/vV2Zm5nm/HwFDkpz8wf49q9Uqi8Uiq9Uql8uV+JBrs9nkcrlUWFio3NxcRaNRBQIBZWRkKD8/PzEywO/3KxAIKBwOyxgjq9Uqh8MhY4yMMQqFQolrl5SUnPIh2mazJY4VFhZq2rRpSktLO+dnPFmX0+lM/Pf6669PfH8h2rBhg/bv3y+XyyWPxyO3293tdZfLpRkzZlzQzwAAAAAAp0PA0E+dLmAAAAAAAOB8S1bAwORzAAAAAADQYyzy2EednNpgtVplt9sVi8UUi8W6tWFwCgAAAAAgWQgYUsBisSS2loxGo4m1GBwOh5xOp4YPH66ZM2dqxowZstls6uzs1ObNm+X3+7Vr1y5JUnNzs4LBoDo7O+VwOBSJRORwOBSPxxNrMNjtduXk5MjhcCgWi6m9vV12u10ZGRmSPgwg4vG4srOz1dLSong8nqgxEomoqalJ0Wg0ccxqtXZbt0H6cDHHaDQqi8WizMxMORyOU9Z6cLvdGjdunIqKihK1nbzHuHHjlJ2dfVY7ORhjNG/ePKacAAAAAMDHSPZUfdZgSJKTP9ji4mL5fD51dnaqra1NPp9PVqtVhYWFOnr0qGKxmDIzM2Wz2RSLxWSz2RSNRpWdnS2Px6Phw4erpaVFFotFOTk5am5uViAQkMfj0eDBgzV8+HBZrVZ5vd7EB31jjDo6OroFCCelp6d/7If7YDB42vNO6uzs1Ny5c1VSUtKjBSIBAAAAAL0r2Ys8MoIhyTwej9LS0pSVlaVQKKSpU6eqvLxcPp9POTk5GjdunNxut/bv369AICCXy6VLLrlEDodD0ocf6FesWKGbb75ZTqdTVqs1MQLCbufHCQAAAABIDT6RJtmUKVMUiUQUCARUXl6uq666Sp/73OdOCQfKysokSVVVVaqqqjrlGkwPAAAAAABcSAgYkuzuu+9WKBSSy+XSNddc84ntJ0yYcP6LAgAAAACghwgYkuzSSy9NytwXAAAAAACS6cyX7gcAAAAAAPgIBAwAAAAAAKDHCBgAAAAAAECPETAAAAAAAIAeI2AAAAAAAAA9RsAAAAAAAAB6jIABAAAAAAD0GAEDAAAAAADoMQIGAAAAAADQYwQMAAAAAACgxwgYAAAAAABAjxEwJFlHR0eqSwAAAAAAoNcRMCRZY2NjqksAAAAAAKDXETAkWVNTU6pLAAAAAACg1xEwJBkjGAAAAAAA/REBQ5K1tbWlugQAAAAAAHodAUOSGWP0xz/+MdVlAAAAAADQqwgYkuymm25SKBRKdRkAAAAAAPQqAoYkc7lcstvtikajqS4FAAAAAIBeQ8CQAi6Xi1EMAAAAAIB+hYAhBdxuNwEDAAAAAKBfIWBIAZfLpWAwmOoyAAAAAADoNQQMKcAUCQAAAABAf9NnAoaWlhYtXLhQPp9PPp9PCxcuVGtr68ee8/DDD6uyslJer1fZ2dm6+uqrtWnTpm5tQqGQHnjgAeXl5cnr9eqGG27QkSNHTrnWX/7yF1166aXyeDzKy8vTZz/72XN+FqZIAAAAAAD6mz4TMNx+++2qqqrSihUrtGLFClVVVWnhwoUfe87w4cP15JNPaufOnVq3bp0GDx6sOXPmqLGxMdFm8eLFWr58uZYuXap169apvb1d8+fPVywWS7T54x//qIULF+pLX/qS3n33Xb399tu6/fbbz/lZmCIBAAAAAOhvLMYYk+oiPsmePXs0atQobdy4UZdeeqkkaePGjZo+fbr27t2rESNGnNF1AoGAfD6f3njjDc2ePVt+v1/5+fl67rnndOutt0qS6urqNHDgQL366qv69Kc/rWg0qsGDB+tHP/qR7rrrrnN+hpP39vv9amxsVFNTU+JZAAAAAADobX//OTQzM/O8369PjGDYsGGDfD5ftw/k06ZNk8/n0/r168/oGuFwWE8//bR8Pp/Gjx8vSdq6dasikYjmzJmTaFdSUqIxY8Ykrrtt2zYdPXpUVqtVEydOVHFxsebOnavdu3d/7P1CoZACgUC3r5PcbjcjGAAAAAAA/UqfCBjq6+tVUFBwyvGCggLV19d/7LmvvPKK0tPT5Xa79cQTT2jlypXKy8tLXNfpdCo7O7vbOYWFhYnrHjx4UNKH6zn84Ac/0CuvvKLs7GzNmjVLJ06c+Mj7LlmyJLFehM/n08CBAxOvscgjAAAAAKC/SWnA8PDDD8tisXzs1zvvvCNJslgsp5xvjDnt8b931VVXqaqqSuvXr9e1116rW265RQ0NDR97zt9fNx6PS5K+//3v63Of+5wmT56sZ599VhaLRb///e8/8hrf/e535ff7E1+1tbWJ11jkEQAAAADQ39hTefP7779ft91228e2GTx4sHbs2KHjx4+f8lpjY6MKCws/9nyv16uKigpVVFRo2rRpGjZsmH7961/ru9/9roqKihQOh9XS0tJtFENDQ4NmzJghSSouLpYkjRo1KvG6y+VSeXm5ampqPvK+LpdLLpfrI19jigQAAAAAoD9JacCQl5eXmK7wcaZPny6/36/Nmzdr6tSpkqRNmzbJ7/cngoAzZYxJjB6YPHmyHA6HVq5cqVtuuUWSdOzYMe3atUuPPvpooo3L5dK+ffs0c+ZMSVIkElF1dbXKysrO6t4n2e12RaPRczoXAAAAAIALUZ9Yg2HkyJG69tprdc8992jjxo3auHGj7rnnHs2fP7/bDhKVlZVavny5JKmjo0Pf+973tHHjRh0+fFjbtm3T3XffrSNHjujmm2+WJPl8Pt111136xje+ob/97W/avn277rzzTo0dO1ZXX321JCkzM1P33nuvfvjDH+r111/Xvn37dN9990lS4jpn65OmdQAAAAAA0NekdATD2Xj++ef1ta99LbHjww033KAnn3yyW5t9+/bJ7/dLkmw2m/bu3avf/OY3ampqUm5uri655BKtXbtWo0ePTpzzxBNPyG6365ZbblFXV5dmz56t//t//69sNluizWOPPSa73a6FCxeqq6tLl156qVatWnXK4pAAAAAAAFysLMYYk+oiLgb/uP/oCy+8oAULFqS6LAAAAABAP/WPn0PPt7OeImGM0YEDB/Tee++xjkAPke0AAAAAAPqLswoYqqurNWHCBFVWVmrs2LGqqKjQtm3bzldt/ZrH41FXV1eqywAAAAAAoFecVcDw7W9/W8FgUM8995x+//vfq7i4WPfee+/5qq1f83q96ujoSHUZAAAAAAD0irNa5HHt2rV64YUXNGvWLEnS1KlTVVZWpq6uLnk8nvNSYH+Vlpamzs7OVJcBAAAAAECvOKsRDPX19aqsrEx8X1paKo/Ho+PHj/d6Yf0dIxgAAAAAAP3JWQUMFotFVmv3U6xWK4sVngOv18sIBgAAAABAv3FWUySMMRo+fLgsFkviWHt7uyZOnNgteDhx4kTvVdhPpaWlqa6uLtVlAAAAAADQK84qYHj22WfPVx0XHaZIAAAAAAD6k7MKGBYtWnS+6rjosMgjAAAAAKA/Oas1GNB7nE6nTpw4oYMHD6a6FAAAAAAAeuysRjCclJ2d3W0dhpMsFovcbrcqKir0xS9+UV/60pd6XGB/Nn/+fL355psqLy9PdSkAAAAAAPTIOQUM//Iv/6Kf/vSnmjt3rqZOnSpjjLZs2aIVK1boq1/9qg4dOqT77rtP0WhU99xzT2/X3G+UlJScNqgBAAAAAKCvOaeAYd26dfrJT36ie++9t9vxX/3qV3r99df1xz/+UePGjdPPf/5zAgYAAAAAAC4C57QGw1//+lddffXVpxyfPXu2/vrXv0qSrrvuOtYXAAAAAADgInFOAUNOTo5efvnlU46//PLLysnJkSR1dHQoIyOjZ9UBAAAAAIA+4ZymSPzzP/+z7rvvPq1evVpTp06VxWLR5s2b9eqrr+qpp56SJK1cuVKzZs3q1WIBAAAAAMCF6ZwChnvuuUejRo3Sk08+qWXLlskYo8rKSq1Zs0YzZsyQJH3jG9/o1UIBAAAAAMCF65wCBkm67LLLdNlll/VmLQAAAAAAoI8654AhFovpT3/6k/bs2SOLxaJRo0bphhtukM1m6836AAAAAABAH3BOAcP777+v6667TkePHtWIESNkjNH+/fs1cOBA/eUvf9HQoUN7u04AAAAAAHABO6ddJL72ta9p6NChqq2t1bZt27R9+3bV1NRoyJAh+trXvtbbNfZ7xphUlwAAAAAAQI+c0wiGNWvWaOPGjYktKSUpNzdXjzzyCOsynCWbzaZ4PM7UEgAAAABAn3ZOIxhcLpfa2tpOOd7e3i6n09njoi4mNptN0Wg01WUAAAAAANAj5xQwzJ8/X//rf/0vbdq0ScYYGWO0ceNG3Xvvvbrhhht6u8Z+zW63EzAAAAAAAPq8cwoYfv7zn2vo0KGaPn263G633G63ZsyYoYqKCv3Hf/xHL5fYv9lsNsVisVSXAQAAAABAj5zTGgxZWVn685//rPfff1979uyRMUajRo1SRUVFb9fX7zGCAQAAAADQH5xxwPDQQw997Otvvvlm4s+PP/74ORd0sbHb7YxgAAAAAAD0eWccMGzfvv2M2lkslnMu5mLEIo8AAAAAgP7gjAOG1atXn886LlqMYAAAAAAA9AfntMgjeg8jGAAAAAAA/QEBQ4qxyCMAAAAAoD8gYEgxtqkEAAAAAPQHBAwpxggGAAAAAEB/QMCQYizyCAAAAADoDwgYUoxFHgEAAAAA/QEBQ4oxggEAAAAA0B8QMKQYIxgAAAAAAP0BAUOKMYIBAAAAANAfEDCkGCMYAAAAAAD9AQFDirFNJQAAAACgPyBgSDGbzcYUCQAAAABAn0fAkGKMYAAAAAAA9Af2VBdwsWORRwAAAODC8Mwzzyg9Pb1H1wiFQho3bpwmTZrUS1UBfQcBQ4q5XC61t7frhRde6PVrt7e36/Of/7yys7N7/doAAABAf5Oenq4FCxb06BotLS3auHFjL1UE9C0EDClmt9t1++23n5drNzc36+WXX9bQoUM/tp3FYtHkyZPlcrnOSx0AAADAhS4ajcpms/X4OpmZmQoEAr1QEdD3EDD0Y7m5uZo7d646Ozs/tt3777+vgwcPauTIkUmqDAAAALiwhMNhOZ3OHl/HZrMpHo/3QkVA30PA0M/l5+d/YhuXy6Vdu3YRMAAAAOCiFQqFGNEL9BC7SEAFBQVqbGxMdRkAAABAyvTWCAbpw1EMkUikV64F9CUEDJDVapUxRsaYVJcCAAAApERvjmDw+Xysw4CLElMkIEkaOXKkXnjhBVksll65XjQaVUFBgT796U/3yvUAAACA86k3RzCcXOgxNze3V64H9BUEDJAkTZw4URMnTuy160UiEf3pT3/qtesBAAAA51M4HO61EQzFxcVavXo121Ui5T5pwf/eRsCA88LhcCgajaa6DAAAAOCMhEIhud3uXrnW4MGD9aUvfalXrgX0RCAQ0N133520+7EGAwAAAICLXm9OkQAuVgQMAAAAAC56bFMJ9BwBAwAAAICLHiMYgJ4jYMB5Y7PZWIcBAAAAfUJvLvIIXKz6TMDQ0tKihQsXyufzyefzaeHChWptbf3Ycx5++GFVVlbK6/UqOztbV199tTZt2tStTSgU0gMPPKC8vDx5vV7dcMMNOnLkSLc2+/fv14033qi8vDxlZmbqsssu0+rVq3v7EfudtLS0pK9aCgAAAJyLUCjECAagh/pMwHD77berqqpKK1as0IoVK1RVVaWFCxd+7DnDhw/Xk08+qZ07d2rdunUaPHiw5syZo8bGxkSbxYsXa/ny5Vq6dKnWrVun9vZ2zZ8/X7FYLNFm3rx5ikajWrVqlbZu3aoJEyZo/vz5qq+vP2/P2x94PB51dXWlugwAAADgEzFFAug5izHGpLqIT7Jnzx6NGjVKGzdu1KWXXipJ2rhxo6ZPn669e/dqxIgRZ3SdQCAgn8+nN954Q7Nnz5bf71d+fr6ee+453XrrrZKkuro6DRw4UK+++qo+/elPq6mpSfn5+Xrrrbd0+eWXS5La2tqUmZmZuM7Z3Nvv9yszM/Mc3oW+Z8OGDSoqKtKQIUNSXQoAAADwsV544QUtWLAg1WUAvSrZn0P7xAiGDRs2yOfzJcIFSZo2bZp8Pp/Wr19/RtcIh8N6+umn5fP5NH78eEnS1q1bFYlENGfOnES7kpISjRkzJnHd3NxcjRw5Uv/v//0/dXR0KBqN6le/+pUKCws1efLkj7xfKBRSIBDo9nWxYQQDAAAAAFw87Kku4EzU19eroKDglOMFBQWfOE3hlVde0W233abOzk4VFxdr5cqVysvLS1zX6XQqOzu72zmFhYWJ61osFq1cuVI33nijMjIyZLVaVVhYqBUrVigrK+sj77tkyRL96Ec/Ossn7V/S0tLOKliJx+PauXMnC0MCAAAg6YLBYKpLAPq8lAYMDz/88Cd+CN+yZYukDz/o/yNjzGmP/72rrrpKVVVVampq0jPPPKNbbrlFmzZtOm1gcbrrGmP0la98RQUFBVq7dq08Ho/+53/+R/Pnz9eWLVtUXFx82mt897vf1UMPPZT4PhAIaODAgR9ba3+TlpamzZs3f+IohtzcXI0aNUotLS3au3evJkyYkJwCAQAAgP+/q6++OtUlAH1eSgOG+++/X7fddtvHthk8eLB27Nih48ePn/JaY2OjCgsLP/Z8r9eriooKVVRUaNq0aRo2bJh+/etf67vf/a6KiooUDofV0tLSbRRDQ0ODZsyYIUlatWqVXnnlFbW0tCTmrPziF7/QypUr9Zvf/Ebf+c53Tntfl8t10W9zU1JSoiuvvFKftMzHm2++qVGjRqmjo0MDBgw44zU1AAAAAAAXjpQGDHl5eYnpCh9n+vTp8vv92rx5s6ZOnSpJ2rRpk/x+fyIIOFPGGIVCIUnS5MmT5XA4tHLlSt1yyy2SpGPHjmnXrl169NFHJSmxzaLV2n25CqvVqng8flb3vthYrVaVlpZ+YjubzSbpw/fa6/We77IAAAAAAOdBn1jkceTIkbr22mt1zz33aOPGjdq4caPuuecezZ8/v9u/dldWVmr58uWSpI6ODn3ve9/Txo0bdfjwYW3btk133323jhw5optvvlmS5PP5dNddd+kb3/iG/va3v2n79u268847NXbs2MQQqenTpys7O1uLFi3Su+++q/379+ub3/ymDh06pHnz5iX/zeiHnE6nwuGwOjo6lJaWlupyAAAAAADnoE8EDJL0/PPPa+zYsZozZ47mzJmjcePG6bnnnuvWZt++ffL7/ZI+/FfxvXv36nOf+5yGDx+u+fPnq7GxUWvXrtXo0aMT5zzxxBO66aabdMstt+iyyy5TWlqaXn755cS/qufl5WnFihVqb2/Xpz71KU2ZMkXr1q3Tn//858RuFOgZr9erjo4OdXR0MIIBAAAAAPooi/mkCfLoFcnef7QvWbt2rQYPHqzdu3dr6tSpysnJSXVJAAAAANDnJftzaJ8ZwYD+y+v1qr29nREMAAAAANCHETAg5dLT09XR0aFwOCyn05nqcgAAAAAA54CAASl3cgSDJFkslhRXAwAAAAA4FwQMSLmTIxgAAAAAAH0XAQNSzuv1qqWlJdVlAAAAAAB6wJ7qAgC73a7BgwcrPz8/1aUAAAAAAM4RAQMuCDNnzkx1CQAAAACAHmCKBAAAAAAA6DECBgAAAAAA0GMEDAAAAAAAoMdYgyFJjDGSpEAgkOJKAAAAAAAXg5OfP09+Hj3fCBiSpLm5WZI0cODAFFcCAAAAALiYNDc3y+fznff7EDAkSU5OjiSppqYmKT9YIBUCgYAGDhyo2tpaZWZmproc4Lygn+NiQD/HxYB+jouB3+/XoEGDEp9HzzcChiSxWj9c7sLn8/EXGPq9zMxM+jn6Pfo5Lgb0c1wM6Oe4GJz8PHre75OUuwAAAAAAgH6NgAEAAAAAAPQYAUOSuFwu/fCHP5TL5Up1KcB5Qz/HxYB+josB/RwXA/o5LgbJ7ucWk6z9KgAAAAAAQL/FCAYAAAAAANBjBAwAAAAAAKDHCBgAAAAAAECPETAAAAAAAIAeI2AAAAAAAAA9RsCQBL/4xS80ZMgQud1uTZ48WWvXrk11ScAZWbJkiS655BJlZGSooKBAN910k/bt29etjTFGDz/8sEpKSuTxeHTllVdq9+7d3dqEQiE98MADysvLk9fr1Q033KAjR44k81GAM7ZkyRJZLBYtXrw4cYx+jv7g6NGjuvPOO5Wbm6u0tDRNmDBBW7duTbxOP0dfF41G9YMf/EBDhgyRx+NReXm5fvzjHysejyfa0M/RF7311lu6/vrrVVJSIovFoj/96U/dXu+tft3S0qKFCxfK5/PJ5/Np4cKFam1tPataCRjOsxdffFGLFy/W97//fW3fvl2XX3655s6dq5qamlSXBnyiNWvW6Ktf/ao2btyolStXKhqNas6cOero6Ei0efTRR/X444/rySef1JYtW1RUVKRrrrlGbW1tiTaLFy/W8uXLtXTpUq1bt07t7e2aP3++YrFYKh4L+EhbtmzR008/rXHjxnU7Tj9HX9fS0qLLLrtMDodDr732mt577z397Gc/U1ZWVqIN/Rx93b/927/pqaee0pNPPqk9e/bo0Ucf1WOPPab/+q//SrShn6Mv6ujo0Pjx4/Xkk0+e9vXe6te33367qqqqtGLFCq1YsUJVVVVauHDh2RVrcF5NnTrV3Hvvvd2OVVZWmu985zspqgg4dw0NDUaSWbNmjTHGmHg8boqKiswjjzySaBMMBo3P5zNPPfWUMcaY1tZW43A4zNKlSxNtjh49aqxWq1mxYkVyHwD4GG1tbWbYsGFm5cqVZtasWebBBx80xtDP0T98+9vfNjNnzvzI1+nn6A/mzZtnvvzlL3c79tnPftbceeedxhj6OfoHSWb58uWJ73urX7/33ntGktm4cWOizYYNG4wks3fv3jOujxEM51E4HNbWrVs1Z86cbsfnzJmj9evXp6gq4Nz5/X5JUk5OjiTp0KFDqq+v79bHXS6XZs2alejjW7duVSQS6dampKREY8aM4fcAF5SvfvWrmjdvnq6++upux+nn6A9eeuklTZkyRTfffLMKCgo0ceJEPfPMM4nX6efoD2bOnKm//e1v2r9/vyTp3Xff1bp163TddddJop+jf+qtfr1hwwb5fD5deumliTbTpk2Tz+c7q75v7+kD4aM1NTUpFoupsLCw2/HCwkLV19enqCrg3Bhj9NBDD2nmzJkaM2aMJCX68en6+OHDhxNtnE6nsrOzT2nD7wEuFEuXLtW2bdu0ZcuWU16jn6M/OHjwoH75y1/qoYce0ve+9z1t3rxZX/va1+RyufSFL3yBfo5+4dvf/rb8fr8qKytls9kUi8X005/+VAsWLJDE3+fon3qrX9fX16ugoOCU6xcUFJxV3ydgSAKLxdLte2PMKceAC93999+vHTt2aN26dae8di59nN8DXChqa2v14IMP6vXXX5fb7f7IdvRz9GXxeFxTpkzRv/7rv0qSJk6cqN27d+uXv/ylvvCFLyTa0c/Rl7344ov67W9/q9/97ncaPXq0qqqqtHjxYpWUlGjRokWJdvRz9Ee90a9P1/5s+z5TJM6jvLw82Wy2UxKfhoaGUxIm4EL2wAMP6KWXXtLq1atVWlqaOF5UVCRJH9vHi4qKFA6H1dLS8pFtgFTaunWrGhoaNHnyZNntdtntdq1Zs0Y///nPZbfbE/2Ufo6+rLi4WKNGjep2bOTIkYlFp/n7HP3BN7/5TX3nO9/RbbfdprFjx2rhwoX6+te/riVLlkiin6N/6q1+XVRUpOPHj59y/cbGxrPq+wQM55HT6dTkyZO1cuXKbsdXrlypGTNmpKgq4MwZY3T//fdr2bJlWrVqlYYMGdLt9SFDhqioqKhbHw+Hw1qzZk2ij0+ePFkOh6Nbm2PHjmnXrl38HuCCMHv2bO3cuVNVVVWJrylTpuiOO+5QVVWVysvL6efo8y677LJTthnev3+/ysrKJPH3OfqHzs5OWa3dP97YbLbENpX0c/RHvdWvp0+fLr/fr82bNyfabNq0SX6//+z6/pmvV4lzsXTpUuNwOMyvf/1r895775nFixcbr9drqqurU10a8Inuu+8+4/P5zJtvvmmOHTuW+Ors7Ey0eeSRR4zP5zPLli0zO3fuNAsWLDDFxcUmEAgk2tx7772mtLTUvPHGG2bbtm3mU5/6lBk/fryJRqOpeCzgE/39LhLG0M/R923evNnY7Xbz05/+1Bw4cMA8//zzJi0tzfz2t79NtKGfo69btGiRGTBggHnllVfMoUOHzLJly0xeXp751re+lWhDP0df1NbWZrZv3262b99uJJnHH3/cbN++3Rw+fNgY03v9+tprrzXjxo0zGzZsMBs2bDBjx4418+fPP6taCRiS4L//+79NWVmZcTqdZtKkSYkt/oALnaTTfj377LOJNvF43Pzwhz80RUVFxuVymSuuuMLs3Lmz23W6urrM/fffb3JycozH4zHz5883NTU1SX4a4Mz9Y8BAP0d/8PLLL5sxY8YYl8tlKisrzdNPP93tdfo5+rpAIGAefPBBM2jQION2u015ebn5/ve/b0KhUKIN/Rx90erVq0/7/+SLFi0yxvRev25ubjZ33HGHycjIMBkZGeaOO+4wLS0tZ1WrxRhjzmEkBgAAAAAAQAJrMAAAAAAAgB4jYAAAAAAAAD1GwAAAAAAAAHqMgAEAAAAAAPQYAQMAAAAAAOgxAgYAAAAAANBjBAwAAAAAAKDHCBgAAAAAAECPETAAAAAAAIAeI2AAAAAAAAA9RsAAAAAAAAB67P8HszFDE6MyfI8AAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#plot the chains\n", + "fig, ax = plt.subplots(4,1, figsize = (12,8))\n", + "labels=['mag','logA', r'$\\log\\Gamma$', 'logP']\n", + "filename2 = \"samples2.h5\"\n", + "samples2 = emcee.backends.HDFBackend(filename2)\n", + "chains2 = samples2.get_chain(flat=False)\n", + "for i in range(4):\n", + " ax[i].plot(chains2[:,:,i], color='k', alpha = 0.5, lw = 0.5)\n", + " ax[i].set_ylabel(labels[i])\n", + " ax[i].set_xlim(0, 1000)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "623b24f8", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(200000, 4)\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#samples = sampler2.flatchain\n", + "#print(samples.shape)\n", + "chains2 = samples2.get_chain(flat=True)\n", + "print(chains2.shape)\n", + "corner.corner(chains2[100::2],labels=labels, plot_contours=True, show_titles=True,smooth=2);" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "76e697f3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-0.30496557203307034\n" + ] + } + ], + "source": [ + "mcmc_res = np.percentile(chains2[::], 50, axis=0) #median of chain values\n", + "bestper = mcmc_res[3]\n", + "print(bestper)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "9bf84245", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.73714875248764\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "mcmc_res = np.percentile(chains2[::], 50, axis=0) #median of chain values\n", + "bestper = np.exp(mcmc_res[3])\n", + "print(bestper)\n", + "\n", + "#folded lightcurve is plot of magnitude vs phase over one phase period\n", + "def phase(t):\n", + " return ((t-t[0]))%bestper/bestper\n", + "\n", + "ts = np.linspace(t[0], t[0]+bestper, 1000)\n", + "logA, gamma, logP = mcmc_res[1],mcmc_res[2],mcmc_res[3]\n", + "gp = george.GP(kernel = kernel(logA,gamma,logP))\n", + "gp.compute(t, m_err)\n", + "mu = gp.sample_conditional(mag, ts)\n", + "plt.figure()\n", + "phase1 = phase(t)\n", + "plt.errorbar(phase1, mag, yerr=m_err, c='k', label='Original Data',ls='',fmt='o')\n", + "plt.plot(phase(ts[:-1]), mu[:-1], color='b', label='Model')\n", + "plt.xlabel('Phase')\n", + "plt.ylabel('Magnitude')\n", + "plt.title('Folded Lightcurve')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "703c62bb", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'draw' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[32], line 14\u001b[0m\n\u001b[1;32m 12\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(ts, mu, color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m'\u001b[39m, zorder\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m, label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mModel\u001b[39m\u001b[38;5;124m'\u001b[39m, alpha \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0.5\u001b[39m)\n\u001b[1;32m 13\u001b[0m plt\u001b[38;5;241m.\u001b[39merrorbar(t,mag,yerr\u001b[38;5;241m=\u001b[39mm_err,c\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mk\u001b[39m\u001b[38;5;124m'\u001b[39m,linestyle\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m'\u001b[39m,label \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mData\u001b[39m\u001b[38;5;124m'\u001b[39m,marker\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m.\u001b[39m\u001b[38;5;124m'\u001b[39m,alpha\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1\u001b[39m, zorder \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m3\u001b[39m)\n\u001b[0;32m---> 14\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m draw \u001b[38;5;129;01min\u001b[39;00m draws[np\u001b[38;5;241m.\u001b[39mrandom\u001b[38;5;241m.\u001b[39mchoice(\u001b[38;5;28mlen\u001b[39m(\u001b[43mdraw\u001b[49m), size\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m10\u001b[39m)]:\u001b[38;5;66;03m#take 10 random draws from our samples\u001b[39;00m\n\u001b[1;32m 15\u001b[0m logA, gamma, logP \u001b[38;5;241m=\u001b[39m draw[\u001b[38;5;241m1\u001b[39m],draw[\u001b[38;5;241m2\u001b[39m],draw[\u001b[38;5;241m3\u001b[39m]\n\u001b[1;32m 16\u001b[0m gp \u001b[38;5;241m=\u001b[39m george\u001b[38;5;241m.\u001b[39mGP(kernel \u001b[38;5;241m=\u001b[39m kernel(logA,gamma,logP))\n", + "\u001b[0;31mNameError\u001b[0m: name 'draw' is not defined" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#plot the model with 10 draws\n", + "ts = np.linspace(t[0], t[-1], 1000)\n", + "logA, gamma, logP = mcmc_res[1],mcmc_res[2],mcmc_res[3]\n", + "gp = george.GP(kernel = kernel(logA,gamma,logP))\n", + "gp.compute(t, m_err)\n", + "mu = gp.sample_conditional(mag, ts)\n", + "p_mu, p_var = gp.predict(mag, ts, return_var=True)\n", + "\n", + "draws = samples2.get_chain().flatten\n", + "\n", + "plt.figure()\n", + "plt.plot(ts, mu, color='b', label='Model', alpha = 0.5)\n", + "plt.errorbar(t,mag,yerr=m_err,c='k',linestyle='',label = 'Data',marker='.',alpha=1)\n", + "for draw in draws[np.random.choice(len(draw), size=10)]:#take 10 random draws from our samples\n", + " logA, gamma, logP = draw[1],draw[2],draw[3]\n", + " gp = george.GP(kernel = kernel(logA,gamma,logP))\n", + " gp.compute(t[::2], m_err[::2])\n", + " mu = gp.predict(mag[::2], ts[::2], return_cov=False)\n", + " plt.plot(ts[::2], mu,color=\"g\", alpha=0.5, zorder=1)\n", + "plt.title('GP Fitted Data with Random Draws')\n", + "plt.xlabel('Time')\n", + "plt.ylabel('Magnitude')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "29718b1a", + "metadata": {}, + "outputs": [], + "source": [ + "#plot the uncertainty of the model\n", + "plt.figure()\n", + "plt.plot(ts, mu, color='b', label='Model')\n", + "plt.errorbar(t, mag, yerr=m_err,fmt='o', c='k', label='Data')\n", + "plt.fill_between(ts, p_mu - np.sqrt(p_var), p_mu + np.sqrt(p_var),c=\"g\", \\\n", + " alpha=0.5, label='Uncertainty')\n", + "plt.title('Model Uncertainty')\n", + "plt.ylabel('Magnitude')\n", + "plt.xlabel('Time')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "47bd2315", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "fb5eb72a", + "metadata": {}, + "source": [ + "N.B. you should be a bit worried about \"burn in\" and how the walkers were initialized throughout. If you plan to use GPs to search for periods in your own work, I highly recommend you read Angus et al. 2018 on the GP periodogram. Angus et al. provide far more intelligent methods for initializing the MCMC than what is presented here. " + ] + }, + { + "cell_type": "markdown", + "id": "7dfbe936", + "metadata": {}, + "source": [ + "### Q3: PyMC (yes, that thing), hierarchical mixture models, and the mass-radius relation for small exoplanets\n", + "\n", + "The mass-radius relation is a relationship between the radius $R$ of an exoplanet and its mass $M$. We usually call planets smaller than the Neptune size $(R < 4 R_{\\oplus})$ small planets. In the Solar System, we don't have any planets between the Earth and Neptune sizes ($ 1-4 R_{\\oplus}$), whereas in extrasolar systems, plenty of planets with radii in the range are observed. Thus, it's extremely intriguing to study the compositions of these planets and understand why we don't have one in the Solar System.\n", + "\n", + "In this problem, you will work on one of the papers that one of our colloquium speakers brought up (this is why you should go to colloquium btw, because it'd have totally helped with this final exam to know the answer) - the mass-radius relation for small exoplanets around M-dwarfs. \n", + "\n", + "The paper is by [Luque et al., Science 377, 1211 (2022)](https://ui.adsabs.harvard.edu/abs/2022arXiv220903871L/abstract). We will reproduce some of their results using the PyMC." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "63c9097c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['ID', 'ID_Star', 'Star', 'AltName', 'Karmn', 'RA_J2000',\n", + " 'DE_J2000', 'SpT', 'SpTnum', 'd_pc', 'ed_pc', 'Lbol_Lsol',\n", + " 'eLbol_Lsol', 'Teff_K', 'eTeff_K', 'R_Rsol', 'eR_Rsol', 'M_Msol',\n", + " 'eM_Msol', 'J_mag', 'eJ_mag', 'Ks_mag', 'eKs_mag', 'Planet', 'TOI',\n", + " 'Porb_d', 'a_au', 'R_Rterra', 'euR_Rterra', 'edR_Rterra',\n", + " 'M_Mterra', 'euM_Mterra', 'edM_Mterra', 'rho_gcm-3', 'eurho_gcm-3',\n", + " 'edrho_gcm-3', 'Teq_K', 'euTeq_K', 'edTeq_K', 'TSM', 'ESM',\n", + " 'Method', 'DiscoveryRef', 'ParameterRef'], dtype=object)" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## Download the dataset from Luque et al. 2022\n", + "data = pd.read_csv(\"https://carmenes.caha.es/ext/tmp/TMP.csv\")\n", + "data.columns.values" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d55928b1", + "metadata": {}, + "outputs": [], + "source": [ + "## Lets extract mass and radius and their uncertainties from the data; both M and R are in Earth units \n", + "M = data.M_Mterra\n", + "R = data.R_Rterra\n", + "\n", + "err_M = (data.edM_Mterra+data.euM_Mterra)/2 # Assume the + and - errors on M and R are symmetric because lazy\n", + "err_R = (data.edR_Rterra+data.euR_Rterra)/2\n", + "\n", + "ind = err_R < 1.\n", + "M = M[ind]\n", + "R = R[ind]\n", + "err_M = err_M[ind]\n", + "err_R = err_R[ind]\n", + "\n", + "c=data['rho_gcm-3'][ind]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "5620dc2e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "## Plot the mass and radius of small planets around M-dwarfs\n", + "plt.figure(figsize=(5,4))\n", + "plt.errorbar(M, R, xerr=err_M, yerr=err_R,\n", + " linestyle='', fmt='o', markersize=4, elinewidth=1.2, capsize=1.2, c='grey')\n", + "plt.scatter(M, R, c=c, zorder=100, cmap='plasma_r')\n", + "plt.xscale('log')\n", + "plt.xlabel('Mass [Earth mass]')\n", + "plt.ylabel('Radius [Earth radius]')\n", + "plt.colorbar(label=r'Density [g/cm$^3$]')\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "095492f6", + "metadata": {}, + "source": [ + "Exoplaneteers made up cute names to describe planets in different compositions.\n", + "- \"Rocky world\" if a planet has a bulk density similar to the Earth.\n", + "- \"Water world\" if a planet has a bulk density consistent with 50% rocky and 50% water ice.\n", + "- \"Puffy world\" if a planet has a bulk density smaller than the \"Water World\" density.\n", + "\n", + "Now, while it's possible that this final is making you wish you were on a \"puff\" of something or the other, we'll restrict our analysis to the rocky and water worlds. It's where the grant dollars are. \n", + "\n", + "\n", + "### 3a - modeling the mass radius relation for rocky worlds (11 pts) \n", + "\n", + "First, select the rocky worlds. \n", + "\n", + "Let's write down the mass-radius relation for rocky worlds as a power law.\n", + "\n", + "$R = aM^b$, where $a$ is proportional to $1/\\rho_{\\oplus}$, and $b$ is unitless. If the relation follows $M = \\frac{4}{3}\\pi R^3 \\rho$, we have $a = 1$ and $b = 1/3$. However, in reality, the interior density of planets is not uniform and depends on the equation of state.\n", + "\n", + "Build a PyMC model to find parameters of interest {a, b}. Plot the traces (`pm` has a `plot_trace` function)and inferred model, along with some draws.\n", + "\n", + "Hints:\n", + "- As a, b have to be positive, I'd suggest Uniform priors on log a, log b, and then using pm.Deterministic to exponentiate them \n", + "- For the masses, since you've selected the rocky worlds, I'd suggest a normal distribution with the sample mean and sample standard deviation of the rocky worlds. \n", + "- Given M, a, b you can use pm.Deterministic to get R_model\n", + "- Assume our favorite normal likelihood for R_model. You have the observed radius and their uncertainties from the file." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "88bab092", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ 6.38 1.76 3.21 6.36 2.33 2.87 1.54 7.57 1.58 1.58\n", + " 2.14 3.09 1.86 2.22 5.77 7.49 1.84 0.546 5.9 1.66\n", + " 2.34 11.1 2.82 13.5 1.21 4.82 1.32 9.95 1.374 1.308\n", + " 0.388 0.692 1.039 1.321 0.326 4.6 ]\n" + ] + } + ], + "source": [ + "import pymc as pm\n", + "import numpy as np\n", + "\n", + "def model(a,b,m):\n", + " return a*m**b\n", + "\n", + "#select rocky planets (earth-like density rho~5.51 g/cm^3)\n", + "maskR = (c.values>=5.51*2/3) #assume all planets with rho>5.51 are rocky, but use 2/3 as minimum cutoff \n", + "Mr = M.values[maskR]\n", + "Rr = R.values[maskR]\n", + "err_Mr = err_M.values[maskR]\n", + "err_Rr = err_R.values[maskR]\n", + "cr = c.values[maskR]\n", + "print(Mr)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "16bc73b8", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Auto-assigning NUTS sampler...\n", + "Initializing NUTS using jitter+adapt_diag...\n", + "Multiprocess sampling (4 chains in 4 jobs)\n", + "NUTS: [loga, logb]\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + "
\n", + " \n", + " \n", + " 100.00% [10000/10000 00:03<00:00 Sampling 4 chains, 0 divergences]\n", + "
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Sampling 4 chains for 500 tune and 2_000 draw iterations (2_000 + 8_000 draws total) took 4 seconds.\n" + ] + } + ], + "source": [ + "with pm.Model() as hierarchical_model: \n", + "\n", + " # Hyperpriors for group nodes\n", + " #Ms = pm.Normal('mass', mu = np.mean(M), sigma = np.std(M), shape = len(M))\n", + " loga = pm.Uniform('loga', lower = -2, upper=5)\n", + " logb = pm.Uniform('logb', lower= -2, upper = 2)\n", + " \n", + " a = pm.Deterministic('a', np.exp(loga))\n", + " b = pm.Deterministic('b', np.exp(logb))\n", + " \n", + " mu = pm.Deterministic('R_model',a*Mr**b)#pm.Deterministic('R_model',a*Ms**b)\n", + " like = pm.Normal('likelihood', mu=mu, sigma=err_Rr, observed=Rr)\n", + " \n", + " hm = pm.sample(2000, tune=500, chains = 4, cores = 4, target_accept=0.9)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "d7018e89", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "
\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
meansdhdi_3%hdi_97%mcse_meanmcse_sdess_bulkess_tailr_hat
loga0.0250.0040.0170.0330.00.05557.05420.01.0
logb-1.2660.018-1.300-1.2300.00.05113.04781.01.0
a1.0250.0041.0171.0330.00.05557.05420.01.0
b0.2820.0050.2730.2920.00.05113.04781.01.0
R_model[0]1.7290.0161.6991.7590.00.06754.05255.01.0
R_model[1]1.2020.0051.1921.2120.00.08254.05742.01.0
R_model[2]1.4240.0091.4081.4420.00.07857.05547.01.0
R_model[3]1.7270.0161.6981.7580.00.06758.05255.01.0
R_model[4]1.3010.0071.2891.3140.00.08426.05603.01.0
R_model[5]1.3800.0081.3661.3960.00.08103.05447.01.0
R_model[6]1.1580.0051.1491.1670.00.07749.05432.01.0
R_model[7]1.8140.0181.7801.8490.00.06584.05255.01.0
R_model[8]1.1660.0051.1571.1760.00.07864.05612.01.0
R_model[9]1.1660.0051.1571.1760.00.07864.05612.01.0
R_model[10]1.2710.0061.2581.2820.00.08481.05535.01.0
R_model[11]1.4090.0091.3941.4260.00.07939.05649.01.0
R_model[12]1.2210.0051.2111.2320.00.08375.05679.01.0
R_model[13]1.2840.0061.2721.2960.00.08471.05622.01.0
R_model[14]1.6810.0151.6531.7090.00.06870.05329.01.0
R_model[15]1.8090.0181.7751.8430.00.06594.05255.01.0
R_model[16]1.2180.0051.2071.2280.00.08352.05702.01.0
R_model[17]0.8640.0050.8550.8740.00.04517.04751.01.0
R_model[18]1.6910.0151.6631.7200.00.06844.05329.01.0
R_model[19]1.1830.0051.1731.1920.00.08068.05843.01.0
R_model[20]1.3030.0071.2901.3160.00.08423.05603.01.0
R_model[21]2.0210.0241.9752.0670.00.06293.05165.01.0
R_model[22]1.3730.0081.3591.3890.00.08139.05497.01.0
R_model[23]2.1360.0282.0832.1880.00.06185.05254.01.0
R_model[24]1.0820.0041.0731.0900.00.06447.05386.01.0
R_model[25]1.5980.0131.5741.6220.00.07117.05456.01.0
R_model[26]1.1090.0051.1001.1170.00.06931.05439.01.0
R_model[27]1.9600.0221.9172.0020.00.06366.05218.01.0
R_model[28]1.1210.0051.1121.1300.00.07162.05507.01.0
R_model[29]1.1060.0051.0971.1140.00.06880.05518.01.0
R_model[30]0.7850.0060.7740.7960.00.04443.04684.01.0
R_model[31]0.9240.0050.9150.9330.00.04698.05053.01.0
R_model[32]1.0360.0041.0281.0440.00.05707.05267.01.0
R_model[33]1.1090.0051.1001.1170.00.06935.05439.01.0
R_model[34]0.7470.0060.7360.7590.00.04443.04660.01.0
R_model[35]1.5770.0121.5541.6000.00.07189.05476.01.0
\n", + "" + ], + "text/plain": [ + " mean sd hdi_3% hdi_97% mcse_mean mcse_sd ess_bulk \\\n", + "loga 0.025 0.004 0.017 0.033 0.0 0.0 5557.0 \n", + "logb -1.266 0.018 -1.300 -1.230 0.0 0.0 5113.0 \n", + "a 1.025 0.004 1.017 1.033 0.0 0.0 5557.0 \n", + "b 0.282 0.005 0.273 0.292 0.0 0.0 5113.0 \n", + "R_model[0] 1.729 0.016 1.699 1.759 0.0 0.0 6754.0 \n", + "R_model[1] 1.202 0.005 1.192 1.212 0.0 0.0 8254.0 \n", + "R_model[2] 1.424 0.009 1.408 1.442 0.0 0.0 7857.0 \n", + "R_model[3] 1.727 0.016 1.698 1.758 0.0 0.0 6758.0 \n", + "R_model[4] 1.301 0.007 1.289 1.314 0.0 0.0 8426.0 \n", + "R_model[5] 1.380 0.008 1.366 1.396 0.0 0.0 8103.0 \n", + "R_model[6] 1.158 0.005 1.149 1.167 0.0 0.0 7749.0 \n", + "R_model[7] 1.814 0.018 1.780 1.849 0.0 0.0 6584.0 \n", + "R_model[8] 1.166 0.005 1.157 1.176 0.0 0.0 7864.0 \n", + "R_model[9] 1.166 0.005 1.157 1.176 0.0 0.0 7864.0 \n", + "R_model[10] 1.271 0.006 1.258 1.282 0.0 0.0 8481.0 \n", + "R_model[11] 1.409 0.009 1.394 1.426 0.0 0.0 7939.0 \n", + "R_model[12] 1.221 0.005 1.211 1.232 0.0 0.0 8375.0 \n", + "R_model[13] 1.284 0.006 1.272 1.296 0.0 0.0 8471.0 \n", + "R_model[14] 1.681 0.015 1.653 1.709 0.0 0.0 6870.0 \n", + "R_model[15] 1.809 0.018 1.775 1.843 0.0 0.0 6594.0 \n", + "R_model[16] 1.218 0.005 1.207 1.228 0.0 0.0 8352.0 \n", + "R_model[17] 0.864 0.005 0.855 0.874 0.0 0.0 4517.0 \n", + "R_model[18] 1.691 0.015 1.663 1.720 0.0 0.0 6844.0 \n", + "R_model[19] 1.183 0.005 1.173 1.192 0.0 0.0 8068.0 \n", + "R_model[20] 1.303 0.007 1.290 1.316 0.0 0.0 8423.0 \n", + "R_model[21] 2.021 0.024 1.975 2.067 0.0 0.0 6293.0 \n", + "R_model[22] 1.373 0.008 1.359 1.389 0.0 0.0 8139.0 \n", + "R_model[23] 2.136 0.028 2.083 2.188 0.0 0.0 6185.0 \n", + "R_model[24] 1.082 0.004 1.073 1.090 0.0 0.0 6447.0 \n", + "R_model[25] 1.598 0.013 1.574 1.622 0.0 0.0 7117.0 \n", + "R_model[26] 1.109 0.005 1.100 1.117 0.0 0.0 6931.0 \n", + "R_model[27] 1.960 0.022 1.917 2.002 0.0 0.0 6366.0 \n", + "R_model[28] 1.121 0.005 1.112 1.130 0.0 0.0 7162.0 \n", + "R_model[29] 1.106 0.005 1.097 1.114 0.0 0.0 6880.0 \n", + "R_model[30] 0.785 0.006 0.774 0.796 0.0 0.0 4443.0 \n", + "R_model[31] 0.924 0.005 0.915 0.933 0.0 0.0 4698.0 \n", + "R_model[32] 1.036 0.004 1.028 1.044 0.0 0.0 5707.0 \n", + "R_model[33] 1.109 0.005 1.100 1.117 0.0 0.0 6935.0 \n", + "R_model[34] 0.747 0.006 0.736 0.759 0.0 0.0 4443.0 \n", + "R_model[35] 1.577 0.012 1.554 1.600 0.0 0.0 7189.0 \n", + "\n", + " ess_tail r_hat \n", + "loga 5420.0 1.0 \n", + "logb 4781.0 1.0 \n", + "a 5420.0 1.0 \n", + "b 4781.0 1.0 \n", + "R_model[0] 5255.0 1.0 \n", + "R_model[1] 5742.0 1.0 \n", + "R_model[2] 5547.0 1.0 \n", + "R_model[3] 5255.0 1.0 \n", + "R_model[4] 5603.0 1.0 \n", + "R_model[5] 5447.0 1.0 \n", + "R_model[6] 5432.0 1.0 \n", + "R_model[7] 5255.0 1.0 \n", + "R_model[8] 5612.0 1.0 \n", + "R_model[9] 5612.0 1.0 \n", + "R_model[10] 5535.0 1.0 \n", + "R_model[11] 5649.0 1.0 \n", + "R_model[12] 5679.0 1.0 \n", + "R_model[13] 5622.0 1.0 \n", + "R_model[14] 5329.0 1.0 \n", + "R_model[15] 5255.0 1.0 \n", + "R_model[16] 5702.0 1.0 \n", + "R_model[17] 4751.0 1.0 \n", + "R_model[18] 5329.0 1.0 \n", + "R_model[19] 5843.0 1.0 \n", + "R_model[20] 5603.0 1.0 \n", + "R_model[21] 5165.0 1.0 \n", + "R_model[22] 5497.0 1.0 \n", + "R_model[23] 5254.0 1.0 \n", + "R_model[24] 5386.0 1.0 \n", + "R_model[25] 5456.0 1.0 \n", + "R_model[26] 5439.0 1.0 \n", + "R_model[27] 5218.0 1.0 \n", + "R_model[28] 5507.0 1.0 \n", + "R_model[29] 5518.0 1.0 \n", + "R_model[30] 4684.0 1.0 \n", + "R_model[31] 5053.0 1.0 \n", + "R_model[32] 5267.0 1.0 \n", + "R_model[33] 5439.0 1.0 \n", + "R_model[34] 4660.0 1.0 \n", + "R_model[35] 5476.0 1.0 " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res_hm = pm.summary(hm)\n", + "res_hm" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "c01468b5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(layout='tight')\n", + "pm.plot_trace(hm);" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "af6b217a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1.0252563265324024 0.2819794583072242\n", + "[1.0179297 1.03242832] [0.27342362 0.29062344]\n" + ] + } + ], + "source": [ + "post_a = np.asarray(hm.posterior['a'])\n", + "post_b = np.asarray(hm.posterior['b'])\n", + "a_fit = np.mean(post_a)\n", + "b_fit = np.mean(post_b)\n", + "print(a_fit,b_fit)\n", + "\n", + "percentile_rang = (5,95)\n", + "\n", + "arang = np.percentile(post_a,percentile_rang)\n", + "brang = np.percentile(post_b,percentile_rang)\n", + "print(arang,brang)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "64767da3", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "e344ad42", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x = np.linspace(0.1,np.max(Mr)+10,1000)\n", + "rt = model(a_fit,b_fit,x)\n", + "## Plot the mass and radius of small planets around M-dwarfs\n", + "plt.figure(figsize=(10,8))\n", + "plt.errorbar(Mr, Rr, xerr=err_Mr, yerr=err_Rr,\n", + " linestyle='', fmt='o', markersize=4, elinewidth=1.2, capsize=1.2, c='grey')\n", + "plt.scatter(Mr, Rr, c=cr, zorder=100, cmap='plasma_r')\n", + "plt.plot(x,rt,c='b',label= 'Best Fit Model (Rocky)')\n", + "plt.fill_between(x,model(arang[0],brang[0],x),model(arang[1],brang[1],x), fc = 'b', alpha=0.2,\\\n", + " label = 'Draws (Rocky)')\n", + "\n", + "\n", + "plt.xscale('log')\n", + "plt.xlabel('Mass [Earth mass]')\n", + "plt.ylabel('Radius [Earth radius]')\n", + "plt.colorbar(label=r'Density [g/cm$^3$]')\n", + "plt.legend()\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "5e98bf59", + "metadata": {}, + "source": [ + "### 3b - The Mass-Radius Relation for Rocky+Water Worlds (23 pts) \n", + "\n", + "Let's now add water worlds and model the mass-radius relation for both rocky and water worlds. Physically, it will require two models to describe the mass-radius relations for rocky and water worlds. The tricky part is we don't know exactly which kind of worlds a planet is belong to. In this situation, it is helpful to introduce a categorical variable `z` that is either 0 or 1, with the relative posterior probabilities telling us how Rocky/Watery a planet is.\n", + "\n", + "Select the Rocky Water worlds - see the categories above 3a again. \n", + "\n", + "To make this work like magic with PyMC and it's Monte-Carlo sampler, we can choose a special prior for our categorial variable: the Drichlet Prior - https://en.wikipedia.org/wiki/Dirichlet_distribution\n", + "\n", + " # Two categories for water and rocky worlds\n", + " p = pm.Dirichlet(\"p\", a=np.ones(2), shape=2)\n", + " z = pm.Categorical(\"z\", p=p, shape=len(RockyWaterWorlds))\n", + " \n", + "\n", + "The rest of the PyMC model should be the same as 3a except you are fitting two relations - one for rocky worlds and one for water worlds, so you need two different `a` and `b` parameters - `shape=2` as above should take it. You might want to sort the `a` parameter with `transform=pm.distributions.transforms.ordered` when you define the prior to sort things. \n", + "\n", + "Build a PyMC model to find parameters of interest {a, b}. Plot the traces (`pm` has a `plot_trace` function)and inferred model, along with some draws." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "f00e286f", + "metadata": {}, + "outputs": [], + "source": [ + "#select rocky planets (earth-like density rho~5.51 g/cm^3)\n", + "#just selecting planets based on density wasn't giving good fits so here's a more \n", + "# specified approach:\n", + "#from googling, the estimated maximum mass for rocky planets is ~10 earth masses\n", + "# and around 2-3 earth radii. this coupled with the density of water being 1 g/cm^3\n", + "# gives the constraints below.\n", + "maskW = (M.values<=10) &(R.values<3.5)&(c.values>1)\n", + "Mw = M.values[maskW]\n", + "Rw = R.values[maskW]\n", + "err_Mw = err_M.values[maskW]\n", + "err_Rw = err_R.values[maskW]\n", + "cw = c.values[maskW]" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "80b96a28", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "## Plot the mass and radius of small planets around M-dwarfs\n", + "plt.figure(figsize=(10,8))\n", + "plt.errorbar(Mw, Rw, xerr=err_Mw, yerr=err_Rw,\n", + " linestyle='', fmt='o', markersize=4, elinewidth=1.2, capsize=1.2, c='grey')\n", + "plt.scatter(Mw, Rw, c=cw, zorder=100, cmap='plasma_r')\n", + "plt.xscale('log')\n", + "plt.xlabel('Mass [Earth mass]')\n", + "plt.ylabel('Radius [Earth radius]')\n", + "plt.colorbar(label=r'Density [g/cm$^3$]')\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "cd3f14ed", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Multiprocess sampling (4 chains in 4 jobs)\n", + "CompoundStep\n", + ">NUTS: [logslope, logpow, p]\n", + ">BinaryGibbsMetropolis: [z]\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + "
\n", + " \n", + " \n", + " 100.00% [10000/10000 00:50<00:00 Sampling 4 chains, 0 divergences]\n", + "
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Sampling 4 chains for 500 tune and 2_000 draw iterations (2_000 + 8_000 draws total) took 52 seconds.\n" + ] + } + ], + "source": [ + "with pm.Model() as hierarchical_model: \n", + "\n", + " # Hyperpriors for group nodes\n", + " #Ms = pm.Normal('mass', mu = np.mean(M), sigma = np.std(M), shape = len(M))\n", + " loga = pm.Uniform('loga', lower = -2, upper=5, shape=2)\n", + " logb = pm.Uniform('logb', lower= -2, upper = 2, shape = 2)\n", + " \n", + " p = pm.Dirichlet(\"p\", a=np.ones(2), shape=2)\n", + " z = pm.Categorical(\"z\", p=p, shape=len(Rw))\n", + " \n", + " #a = pm.Uniform('a', lower=0,upper=10,shape = 2)\n", + " #b = pm.Uniform('b', lower=0,upper=10,shape = 2)\n", + " a = pm.Deterministic('a', np.exp(loga))\n", + " b = pm.Deterministic('b', np.exp(logb))\n", + " transform= pm.distributions.transforms.Ordered\n", + "\n", + " \n", + " mu = pm.Deterministic('R_model',(1-z)*a[0]*Mw**b[0]+z*(a[1]*Mw**b[1]))\n", + " like = pm.Normal('likelihood', mu=mu, sigma=err_Rw, observed=Rw)\n", + " hm2 = pm.sample(2000, tune=500, target_accept=0.9)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "7712f5bf", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(layout='tight')\n", + "pm.plot_trace(hm2);" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "3c84ea04", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
meansdhdi_3%hdi_97%mcse_meanmcse_sdess_bulkess_tailr_hat
z[0]0.7500.4330.0001.0000.2160.1664.04.05.617601e+15
z[1]0.7500.4330.0001.0000.2160.1664.04.05.617601e+15
z[2]0.7500.4330.0001.0000.2160.1664.04.05.617601e+15
z[3]0.2500.4330.0001.0000.2160.1664.04.04.627524e+15
z[4]0.2500.4330.0001.0000.2160.1664.04.04.627524e+15
..............................
R_model[51]0.9280.0050.9190.9370.0000.0005695.04985.01.000000e+00
R_model[52]1.0340.0051.0261.0430.0000.0006302.05216.01.000000e+00
R_model[53]1.1030.0051.0941.1120.0000.0006888.05093.01.000000e+00
R_model[54]0.7580.0070.7460.7710.0000.0005616.04724.01.000000e+00
R_model[55]1.5420.0141.5171.5700.0000.0006755.05249.01.000000e+00
\n", + "

122 rows × 9 columns

\n", + "
" + ], + "text/plain": [ + " mean sd hdi_3% hdi_97% mcse_mean mcse_sd ess_bulk \\\n", + "z[0] 0.750 0.433 0.000 1.000 0.216 0.166 4.0 \n", + "z[1] 0.750 0.433 0.000 1.000 0.216 0.166 4.0 \n", + "z[2] 0.750 0.433 0.000 1.000 0.216 0.166 4.0 \n", + "z[3] 0.250 0.433 0.000 1.000 0.216 0.166 4.0 \n", + "z[4] 0.250 0.433 0.000 1.000 0.216 0.166 4.0 \n", + "... ... ... ... ... ... ... ... \n", + "R_model[51] 0.928 0.005 0.919 0.937 0.000 0.000 5695.0 \n", + "R_model[52] 1.034 0.005 1.026 1.043 0.000 0.000 6302.0 \n", + "R_model[53] 1.103 0.005 1.094 1.112 0.000 0.000 6888.0 \n", + "R_model[54] 0.758 0.007 0.746 0.771 0.000 0.000 5616.0 \n", + "R_model[55] 1.542 0.014 1.517 1.570 0.000 0.000 6755.0 \n", + "\n", + " ess_tail r_hat \n", + "z[0] 4.0 5.617601e+15 \n", + "z[1] 4.0 5.617601e+15 \n", + "z[2] 4.0 5.617601e+15 \n", + "z[3] 4.0 4.627524e+15 \n", + "z[4] 4.0 4.627524e+15 \n", + "... ... ... \n", + "R_model[51] 4985.0 1.000000e+00 \n", + "R_model[52] 5216.0 1.000000e+00 \n", + "R_model[53] 5093.0 1.000000e+00 \n", + "R_model[54] 4724.0 1.000000e+00 \n", + "R_model[55] 5249.0 1.000000e+00 \n", + "\n", + "[122 rows x 9 columns]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res_hm = pm.summary(hm2)\n", + "res_hm" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "d2d5a0da", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1.34040394 1.02480119 1.34054757 ... 1.03314937 1.30359224 1.0318526 ]\n" + ] + } + ], + "source": [ + "posteriors = hm2.posterior\n", + "post_a = np.asarray(posteriors['a']).flatten()\n", + "post_b = np.asarray(posteriors['b']).flatten()\n", + "print(post_a)\n", + "a0s = []\n", + "a1s = []\n", + "#for i in range(len(post_a)):\n", + "for a in post_a:#[i]:\n", + " if a>1.10:\n", + " a1s.append(a)\n", + " else:\n", + " a0s.append(a)\n", + "\n", + "b0s = []\n", + "b1s = []\n", + "#for i in range(len(post_b)):\n", + "for b in post_b:\n", + " #around the point of intersection on the traceplot above\n", + " if b>.277:\n", + " b1s.append(b)\n", + " else:\n", + " b0s.append(b)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "722cfbf0", + "metadata": {}, + "outputs": [], + "source": [ + "'a_dim_0','chain','draw'" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "435f6f68", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1.023838571789583 1.3241092946809607 0.26776821426454284 0.28810302633573015\n", + "[1.01625134 1.03134419] [0.25833437 0.2758138 ] [1.29680094 1.35132229] [0.27818972 0.2993466 ]\n" + ] + } + ], + "source": [ + "x = np.linspace(np.min(Mw)-1,np.max(Mw)+10,1000)\n", + "a0_fit = np.mean(a0s)\n", + "b0_fit = np.mean(b0s)\n", + "a1_fit = np.mean(a1s)\n", + "b1_fit = np.mean(b1s)\n", + "\n", + "percentile_rang = (5,95)\n", + "\n", + "a0srang = np.percentile(a0s,percentile_rang)\n", + "a1srang = np.percentile(a1s,percentile_rang)\n", + "b0srang = np.percentile(b0s,percentile_rang)\n", + "b1srang = np.percentile(b1s,percentile_rang)\n", + "print(a0_fit,a1_fit,b0_fit,b1_fit)\n", + "print(a0srang,b0srang,a1srang,b1srang)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "021b8932", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_381/2811363205.py:5: RuntimeWarning: invalid value encountered in power\n", + " return a*m**b\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rt0= model(a0_fit,b0_fit,x)\n", + "rt1 = model(a1_fit,b1_fit,x)\n", + "## Plot the mass and radius of small planets around M-dwarfs\n", + "plt.figure(figsize=(10,8))\n", + "plt.errorbar(Mw, Rw, xerr=err_Mw, yerr=err_Rw,\n", + " linestyle='', fmt='o', markersize=4, elinewidth=1.2, capsize=1.2, c='grey')\n", + "plt.scatter(Mw, Rw, c=cw, zorder=100, cmap='plasma_r')\n", + "\n", + "\n", + "plt.fill_between(x,model(a0srang[0],b0srang[0],x),model(a0srang[1],b0srang[1],x), fc= 'b', alpha=.2,\\\n", + " label='Draws (Rocky)')\n", + "plt.fill_between(x,model(a1srang[0],b1srang[0],x),model(a1srang[1],b1srang[1],x), fc= 'r', alpha=.2,\\\n", + " label='Draws (Water)')\n", + "\n", + "plt.plot(x,rt0,c='b', label = 'Best Fit Model (Rocky)')\n", + "plt.plot(x,rt1,c='r', label = 'Best Fit Model (Water)')\n", + "#plt.xlim(0.1,10*5)\n", + "#plt.ylim(0.2,6)\n", + "plt.xscale('log')\n", + "plt.xlabel('Mass [Earth mass]')\n", + "plt.ylabel('Radius [Earth radius]')\n", + "plt.colorbar(label=r'Density [g/cm$^3$]')\n", + "plt.legend()\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "34b0805f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "aa0c1e44", + "metadata": {}, + "source": [ + "### Throughout, make sure your plots have things like appropriate axes scales, axes labels, errorsbars, legends, reasonable colors. Remember, these are how you tell the story of what you've done, and ultimately what we're looking at. \n", + "\n", + "\n", + "### Get started. You know how to do all of this. If not, there's something in a class notebook that can help. I'm on Teams, so direct questions there. \n", + "\n", + "# Best of luck. You've got this. " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:596] *", + "language": "python", + "name": "conda-env-596-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/homework/CameronTrimborn/08_final/samples.h5 b/homework/CameronTrimborn/08_final/samples.h5 new file mode 100644 index 0000000..a90e47e Binary files /dev/null and b/homework/CameronTrimborn/08_final/samples.h5 differ diff --git a/homework/CameronTrimborn/08_final/samples2.h5 b/homework/CameronTrimborn/08_final/samples2.h5 new file mode 100644 index 0000000..f4d7230 Binary files /dev/null and b/homework/CameronTrimborn/08_final/samples2.h5 differ