diff --git a/02.predict-Test.ipynb b/02.predict-Test.ipynb new file mode 100644 index 0000000..6a9a5c6 --- /dev/null +++ b/02.predict-Test.ipynb @@ -0,0 +1,3476 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "1a452ff0-7c2f-4fa7-abf4-f7c8b09a9932", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "application/javascript": [ + "(function(root) {\n", + " function now() {\n", + " return new Date();\n", + " }\n", + "\n", + " var force = true;\n", + " var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", + " var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n", + " var reloading = false;\n", + " var Bokeh = root.Bokeh;\n", + " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + "\n", + " if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n", + " root._bokeh_timeout = Date.now() + 5000;\n", + " root._bokeh_failed_load = false;\n", + " }\n", + "\n", + " function run_callbacks() {\n", + " try {\n", + " root._bokeh_onload_callbacks.forEach(function(callback) {\n", + " if (callback != null)\n", + " callback();\n", + " });\n", + " } finally {\n", + " delete root._bokeh_onload_callbacks;\n", + " }\n", + " console.debug(\"Bokeh: all callbacks have finished\");\n", + " }\n", + "\n", + " function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n", + " if (css_urls == null) css_urls = [];\n", + " if (js_urls == null) js_urls = [];\n", + " if (js_modules == null) js_modules = [];\n", + " if (js_exports == null) js_exports = {};\n", + "\n", + " root._bokeh_onload_callbacks.push(callback);\n", + "\n", + " if (root._bokeh_is_loading > 0) {\n", + " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", + " return null;\n", + " }\n", + " if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n", + " run_callbacks();\n", + " return null;\n", + " }\n", + " if (!reloading) {\n", + " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", + " }\n", + "\n", + " function on_load() {\n", + " root._bokeh_is_loading--;\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", + " run_callbacks()\n", + " }\n", + " }\n", + " window._bokeh_on_load = on_load\n", + "\n", + " function on_error() {\n", + " console.error(\"failed to load \" + url);\n", + " }\n", + "\n", + " var skip = [];\n", + " if (window.requirejs) {\n", + " window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n", + " require([\"jspanel\"], function(jsPanel) {\n", + "\twindow.jsPanel = jsPanel\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-modal\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-tooltip\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-hint\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-layout\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-contextmenu\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-dock\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"gridstack\"], function(GridStack) {\n", + "\twindow.GridStack = GridStack\n", + "\ton_load()\n", + " })\n", + " require([\"notyf\"], function() {\n", + "\ton_load()\n", + " })\n", + " root._bokeh_is_loading = css_urls.length + 9;\n", + " } else {\n", + " root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n", + " }\n", + "\n", + " var existing_stylesheets = []\n", + " var links = document.getElementsByTagName('link')\n", + " for (var i = 0; i < links.length; i++) {\n", + " var link = links[i]\n", + " if (link.href != null) {\n", + "\texisting_stylesheets.push(link.href)\n", + " }\n", + " }\n", + " for (var i = 0; i < css_urls.length; i++) {\n", + " var url = css_urls[i];\n", + " if (existing_stylesheets.indexOf(url) !== -1) {\n", + "\ton_load()\n", + "\tcontinue;\n", + " }\n", + " const element = document.createElement(\"link\");\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.rel = \"stylesheet\";\n", + " element.type = \"text/css\";\n", + " element.href = url;\n", + " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", + " document.body.appendChild(element);\n", + " } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } var existing_scripts = []\n", + " var scripts = document.getElementsByTagName('script')\n", + " for (var i = 0; i < scripts.length; i++) {\n", + " var script = scripts[i]\n", + " if (script.src != null) {\n", + "\texisting_scripts.push(script.src)\n", + " }\n", + " }\n", + " for (var i = 0; i < js_urls.length; i++) {\n", + " var url = js_urls[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (var i = 0; i < js_modules.length; i++) {\n", + " var url = js_modules[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (const name in js_exports) {\n", + " var url = js_exports[name];\n", + " if (skip.indexOf(url) >= 0 || root[name] != null) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " element.textContent = `\n", + " import ${name} from \"${url}\"\n", + " window.${name} = ${name}\n", + " window._bokeh_on_load()\n", + " `\n", + " document.head.appendChild(element);\n", + " }\n", + " if (!js_urls.length && !js_modules.length) {\n", + " on_load()\n", + " }\n", + " };\n", + "\n", + " function inject_raw_css(css) {\n", + " const element = document.createElement(\"style\");\n", + " element.appendChild(document.createTextNode(css));\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.3/dist/panel.min.js\"];\n", + " var js_modules = [];\n", + " var js_exports = {};\n", + " var css_urls = [];\n", + " var inline_js = [ function(Bokeh) {\n", + " Bokeh.set_log_level(\"info\");\n", + " },\n", + "function(Bokeh) {} // ensure no trailing comma for IE\n", + " ];\n", + "\n", + " function run_inline_js() {\n", + " if ((root.Bokeh !== undefined) || (force === true)) {\n", + " for (var i = 0; i < inline_js.length; i++) {\n", + " inline_js[i].call(root, root.Bokeh);\n", + " }\n", + " // Cache old bokeh versions\n", + " if (Bokeh != undefined && !reloading) {\n", + "\tvar NewBokeh = root.Bokeh;\n", + "\tif (Bokeh.versions === undefined) {\n", + "\t Bokeh.versions = new Map();\n", + "\t}\n", + "\tif (NewBokeh.version !== Bokeh.version) {\n", + "\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n", + "\t}\n", + "\troot.Bokeh = Bokeh;\n", + " }} else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(run_inline_js, 100);\n", + " } else if (!root._bokeh_failed_load) {\n", + " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", + " root._bokeh_failed_load = true;\n", + " }\n", + " root._bokeh_is_initializing = false\n", + " }\n", + "\n", + " function load_or_wait() {\n", + " // Implement a backoff loop that tries to ensure we do not load multiple\n", + " // versions of Bokeh and its dependencies at the same time.\n", + " // In recent versions we use the root._bokeh_is_initializing flag\n", + " // to determine whether there is an ongoing attempt to initialize\n", + " // bokeh, however for backward compatibility we also try to ensure\n", + " // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n", + " // before older versions are fully initialized.\n", + " if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n", + " root._bokeh_is_initializing = false;\n", + " root._bokeh_onload_callbacks = undefined;\n", + " console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n", + " load_or_wait();\n", + " } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n", + " setTimeout(load_or_wait, 100);\n", + " } else {\n", + " Bokeh = root.Bokeh;\n", + " bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + " root._bokeh_is_initializing = true\n", + " root._bokeh_onload_callbacks = []\n", + " if (!reloading && (!bokeh_loaded || is_dev)) {\n", + "\troot.Bokeh = undefined;\n", + " }\n", + " load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n", + "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", + "\trun_inline_js();\n", + " });\n", + " }\n", + " }\n", + " // Give older versions of the autoload script a head-start to ensure\n", + " // they initialize before we start loading newer version.\n", + " setTimeout(load_or_wait, 100)\n", + "}(window));" + ], + "application/vnd.holoviews_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n var reloading = false;\n var Bokeh = root.Bokeh;\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks;\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n if (js_modules == null) js_modules = [];\n if (js_exports == null) js_exports = {};\n\n root._bokeh_onload_callbacks.push(callback);\n\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n run_callbacks();\n return null;\n }\n if (!reloading) {\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n }\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n window._bokeh_on_load = on_load\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n var skip = [];\n if (window.requirejs) {\n window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n require([\"jspanel-tooltip\"], function() {\n\ton_load()\n })\n require([\"jspanel-hint\"], function() {\n\ton_load()\n })\n require([\"jspanel-layout\"], function() {\n\ton_load()\n })\n require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n })\n require([\"jspanel-dock\"], function() {\n\ton_load()\n })\n require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n })\n require([\"notyf\"], function() {\n\ton_load()\n })\n root._bokeh_is_loading = css_urls.length + 9;\n } else {\n root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n }\n\n var existing_stylesheets = []\n var links = document.getElementsByTagName('link')\n for (var i = 0; i < links.length; i++) {\n var link = links[i]\n if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n }\n }\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n }\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } var existing_scripts = []\n var scripts = document.getElementsByTagName('script')\n for (var i = 0; i < scripts.length; i++) {\n var script = scripts[i]\n if (script.src != null) {\n\texisting_scripts.push(script.src)\n }\n }\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (const name in js_exports) {\n var url = js_exports[name];\n if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onerror = on_error;\n element.async = false;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n element.textContent = `\n import ${name} from \"${url}\"\n window.${name} = ${name}\n window._bokeh_on_load()\n `\n document.head.appendChild(element);\n }\n if (!js_urls.length && !js_modules.length) {\n on_load()\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.3/dist/panel.min.js\"];\n var js_modules = [];\n var js_exports = {};\n var css_urls = [];\n var inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n ];\n\n function run_inline_js() {\n if ((root.Bokeh !== undefined) || (force === true)) {\n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n // Cache old bokeh versions\n if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n }\n root._bokeh_is_initializing = false\n }\n\n function load_or_wait() {\n // Implement a backoff loop that tries to ensure we do not load multiple\n // versions of Bokeh and its dependencies at the same time.\n // In recent versions we use the root._bokeh_is_initializing flag\n // to determine whether there is an ongoing attempt to initialize\n // bokeh, however for backward compatibility we also try to ensure\n // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n // before older versions are fully initialized.\n if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n root._bokeh_is_initializing = false;\n root._bokeh_onload_callbacks = undefined;\n console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n load_or_wait();\n } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n setTimeout(load_or_wait, 100);\n } else {\n Bokeh = root.Bokeh;\n bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n if (!reloading && (!bokeh_loaded || is_dev)) {\n\troot.Bokeh = undefined;\n }\n load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n });\n }\n }\n // Give older versions of the autoload script a head-start to ensure\n // they initialize before we start loading newer version.\n setTimeout(load_or_wait, 100)\n}(window));" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n", + " window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n", + "}\n", + "\n", + "\n", + " function JupyterCommManager() {\n", + " }\n", + "\n", + " JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n", + " if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " comm_manager.register_target(comm_id, function(comm) {\n", + " comm.on_msg(msg_handler);\n", + " });\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n", + " comm.onMsg = msg_handler;\n", + " });\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " console.log(message)\n", + " var content = {data: message.data, comm_id};\n", + " var buffers = []\n", + " for (var buffer of message.buffers || []) {\n", + " buffers.push(new DataView(buffer))\n", + " }\n", + " var metadata = message.metadata || {};\n", + " var msg = {content, buffers, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " })\n", + " }\n", + " }\n", + "\n", + " JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n", + " if (comm_id in window.PyViz.comms) {\n", + " return window.PyViz.comms[comm_id];\n", + " } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n", + " if (msg_handler) {\n", + " comm.on_msg(msg_handler);\n", + " }\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n", + " comm.open();\n", + " if (msg_handler) {\n", + " comm.onMsg = msg_handler;\n", + " }\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " var comm_promise = google.colab.kernel.comms.open(comm_id)\n", + " comm_promise.then((comm) => {\n", + " window.PyViz.comms[comm_id] = comm;\n", + " if (msg_handler) {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " var content = {data: message.data};\n", + " var metadata = message.metadata || {comm_id};\n", + " var msg = {content, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " }) \n", + " var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n", + " return comm_promise.then((comm) => {\n", + " comm.send(data, metadata, buffers, disposeOnDone);\n", + " });\n", + " };\n", + " var comm = {\n", + " send: sendClosure\n", + " };\n", + " }\n", + " window.PyViz.comms[comm_id] = comm;\n", + " return comm;\n", + " }\n", + " window.PyViz.comm_manager = new JupyterCommManager();\n", + " \n", + "\n", + "\n", + "var JS_MIME_TYPE = 'application/javascript';\n", + "var HTML_MIME_TYPE = 'text/html';\n", + "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n", + "var CLASS_NAME = 'output';\n", + "\n", + "/**\n", + " * Render data to the DOM node\n", + " */\n", + "function render(props, node) {\n", + " var div = document.createElement(\"div\");\n", + " var script = document.createElement(\"script\");\n", + " node.appendChild(div);\n", + " node.appendChild(script);\n", + "}\n", + "\n", + "/**\n", + " * Handle when a new output is added\n", + " */\n", + "function handle_add_output(event, handle) {\n", + " var output_area = handle.output_area;\n", + " var output = handle.output;\n", + " if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", + " return\n", + " }\n", + " var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", + " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", + " if (id !== undefined) {\n", + " var nchildren = toinsert.length;\n", + " var html_node = toinsert[nchildren-1].children[0];\n", + " html_node.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var scripts = [];\n", + " var nodelist = html_node.querySelectorAll(\"script\");\n", + " for (var i in nodelist) {\n", + " if (nodelist.hasOwnProperty(i)) {\n", + " scripts.push(nodelist[i])\n", + " }\n", + " }\n", + "\n", + " scripts.forEach( function (oldScript) {\n", + " var newScript = document.createElement(\"script\");\n", + " var attrs = [];\n", + " var nodemap = oldScript.attributes;\n", + " for (var j in nodemap) {\n", + " if (nodemap.hasOwnProperty(j)) {\n", + " attrs.push(nodemap[j])\n", + " }\n", + " }\n", + " attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n", + " newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n", + " oldScript.parentNode.replaceChild(newScript, oldScript);\n", + " });\n", + " if (JS_MIME_TYPE in output.data) {\n", + " toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n", + " }\n", + " output_area._hv_plot_id = id;\n", + " if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n", + " window.PyViz.plot_index[id] = Bokeh.index[id];\n", + " } else {\n", + " window.PyViz.plot_index[id] = null;\n", + " }\n", + " } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", + " var bk_div = document.createElement(\"div\");\n", + " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var script_attrs = bk_div.children[0].attributes;\n", + " for (var i = 0; i < script_attrs.length; i++) {\n", + " toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n", + " }\n", + " // store reference to server id on output_area\n", + " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle when an output is cleared or removed\n", + " */\n", + "function handle_clear_output(event, handle) {\n", + " var id = handle.cell.output_area._hv_plot_id;\n", + " var server_id = handle.cell.output_area._bokeh_server_id;\n", + " if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n", + " var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n", + " if (server_id !== null) {\n", + " comm.send({event_type: 'server_delete', 'id': server_id});\n", + " return;\n", + " } else if (comm !== null) {\n", + " comm.send({event_type: 'delete', 'id': id});\n", + " }\n", + " delete PyViz.plot_index[id];\n", + " if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n", + " var doc = window.Bokeh.index[id].model.document\n", + " doc.clear();\n", + " const i = window.Bokeh.documents.indexOf(doc);\n", + " if (i > -1) {\n", + " window.Bokeh.documents.splice(i, 1);\n", + " }\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle kernel restart event\n", + " */\n", + "function handle_kernel_cleanup(event, handle) {\n", + " delete PyViz.comms[\"hv-extension-comm\"];\n", + " window.PyViz.plot_index = {}\n", + "}\n", + "\n", + "/**\n", + " * Handle update_display_data messages\n", + " */\n", + "function handle_update_output(event, handle) {\n", + " handle_clear_output(event, {cell: {output_area: handle.output_area}})\n", + " handle_add_output(event, handle)\n", + "}\n", + "\n", + "function register_renderer(events, OutputArea) {\n", + " function append_mime(data, metadata, element) {\n", + " // create a DOM node to render to\n", + " var toinsert = this.create_output_subarea(\n", + " metadata,\n", + " CLASS_NAME,\n", + " EXEC_MIME_TYPE\n", + " );\n", + " this.keyboard_manager.register_events(toinsert);\n", + " // Render to node\n", + " var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", + " render(props, toinsert[0]);\n", + " element.append(toinsert);\n", + " return toinsert\n", + " }\n", + "\n", + " events.on('output_added.OutputArea', handle_add_output);\n", + " events.on('output_updated.OutputArea', handle_update_output);\n", + " events.on('clear_output.CodeCell', handle_clear_output);\n", + " events.on('delete.Cell', handle_clear_output);\n", + " events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n", + "\n", + " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", + " safe: true,\n", + " index: 0\n", + " });\n", + "}\n", + "\n", + "if (window.Jupyter !== undefined) {\n", + " try {\n", + " var events = require('base/js/events');\n", + " var OutputArea = require('notebook/js/outputarea').OutputArea;\n", + " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", + " register_renderer(events, OutputArea);\n", + " }\n", + " } catch(err) {\n", + " }\n", + "}\n" + ], + "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n function JupyterCommManager() {\n }\n\n JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n comm_manager.register_target(comm_id, function(comm) {\n comm.on_msg(msg_handler);\n });\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n comm.onMsg = msg_handler;\n });\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n console.log(message)\n var content = {data: message.data, comm_id};\n var buffers = []\n for (var buffer of message.buffers || []) {\n buffers.push(new DataView(buffer))\n }\n var metadata = message.metadata || {};\n var msg = {content, buffers, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n })\n }\n }\n\n JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n if (comm_id in window.PyViz.comms) {\n return window.PyViz.comms[comm_id];\n } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n if (msg_handler) {\n comm.on_msg(msg_handler);\n }\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n comm.open();\n if (msg_handler) {\n comm.onMsg = msg_handler;\n }\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n var comm_promise = google.colab.kernel.comms.open(comm_id)\n comm_promise.then((comm) => {\n window.PyViz.comms[comm_id] = comm;\n if (msg_handler) {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n var content = {data: message.data};\n var metadata = message.metadata || {comm_id};\n var msg = {content, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n }\n }) \n var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n return comm_promise.then((comm) => {\n comm.send(data, metadata, buffers, disposeOnDone);\n });\n };\n var comm = {\n send: sendClosure\n };\n }\n window.PyViz.comms[comm_id] = comm;\n return comm;\n }\n window.PyViz.comm_manager = new JupyterCommManager();\n \n\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n var div = document.createElement(\"div\");\n var script = document.createElement(\"script\");\n node.appendChild(div);\n node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n var output_area = handle.output_area;\n var output = handle.output;\n if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n return\n }\n var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n if (id !== undefined) {\n var nchildren = toinsert.length;\n var html_node = toinsert[nchildren-1].children[0];\n html_node.innerHTML = output.data[HTML_MIME_TYPE];\n var scripts = [];\n var nodelist = html_node.querySelectorAll(\"script\");\n for (var i in nodelist) {\n if (nodelist.hasOwnProperty(i)) {\n scripts.push(nodelist[i])\n }\n }\n\n scripts.forEach( function (oldScript) {\n var newScript = document.createElement(\"script\");\n var attrs = [];\n var nodemap = oldScript.attributes;\n for (var j in nodemap) {\n if (nodemap.hasOwnProperty(j)) {\n attrs.push(nodemap[j])\n }\n }\n attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n oldScript.parentNode.replaceChild(newScript, oldScript);\n });\n if (JS_MIME_TYPE in output.data) {\n toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n }\n output_area._hv_plot_id = id;\n if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n window.PyViz.plot_index[id] = Bokeh.index[id];\n } else {\n window.PyViz.plot_index[id] = null;\n }\n } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n var bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n var script_attrs = bk_div.children[0].attributes;\n for (var i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n var id = handle.cell.output_area._hv_plot_id;\n var server_id = handle.cell.output_area._bokeh_server_id;\n if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n if (server_id !== null) {\n comm.send({event_type: 'server_delete', 'id': server_id});\n return;\n } else if (comm !== null) {\n comm.send({event_type: 'delete', 'id': id});\n }\n delete PyViz.plot_index[id];\n if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n var doc = window.Bokeh.index[id].model.document\n doc.clear();\n const i = window.Bokeh.documents.indexOf(doc);\n if (i > -1) {\n window.Bokeh.documents.splice(i, 1);\n }\n }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n delete PyViz.comms[\"hv-extension-comm\"];\n window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n handle_clear_output(event, {cell: {output_area: handle.output_area}})\n handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n var toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[0]);\n element.append(toinsert);\n return toinsert\n }\n\n events.on('output_added.OutputArea', handle_add_output);\n events.on('output_updated.OutputArea', handle_update_output);\n events.on('clear_output.CodeCell', handle_clear_output);\n events.on('delete.Cell', handle_clear_output);\n events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n safe: true,\n index: 0\n });\n}\n\nif (window.Jupyter !== undefined) {\n try {\n var events = require('base/js/events');\n var OutputArea = require('notebook/js/outputarea').OutputArea;\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n } catch(err) {\n }\n}\n" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "(function(root) {\n", + " function now() {\n", + " return new Date();\n", + " }\n", + "\n", + " var force = true;\n", + " var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", + " var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n", + " var reloading = true;\n", + " var Bokeh = root.Bokeh;\n", + " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + "\n", + " if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n", + " root._bokeh_timeout = Date.now() + 5000;\n", + " root._bokeh_failed_load = false;\n", + " }\n", + "\n", + " function run_callbacks() {\n", + " try {\n", + " root._bokeh_onload_callbacks.forEach(function(callback) {\n", + " if (callback != null)\n", + " callback();\n", + " });\n", + " } finally {\n", + " delete root._bokeh_onload_callbacks;\n", + " }\n", + " console.debug(\"Bokeh: all callbacks have finished\");\n", + " }\n", + "\n", + " function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n", + " if (css_urls == null) css_urls = [];\n", + " if (js_urls == null) js_urls = [];\n", + " if (js_modules == null) js_modules = [];\n", + " if (js_exports == null) js_exports = {};\n", + "\n", + " root._bokeh_onload_callbacks.push(callback);\n", + "\n", + " if (root._bokeh_is_loading > 0) {\n", + " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", + " return null;\n", + " }\n", + " if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n", + " run_callbacks();\n", + " return null;\n", + " }\n", + " if (!reloading) {\n", + " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", + " }\n", + "\n", + " function on_load() {\n", + " root._bokeh_is_loading--;\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", + " run_callbacks()\n", + " }\n", + " }\n", + " window._bokeh_on_load = on_load\n", + "\n", + " function on_error() {\n", + " console.error(\"failed to load \" + url);\n", + " }\n", + "\n", + " var skip = [];\n", + " if (window.requirejs) {\n", + " window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n", + " require([\"jspanel\"], function(jsPanel) {\n", + "\twindow.jsPanel = jsPanel\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-modal\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-tooltip\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-hint\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-layout\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-contextmenu\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-dock\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"gridstack\"], function(GridStack) {\n", + "\twindow.GridStack = GridStack\n", + "\ton_load()\n", + " })\n", + " require([\"notyf\"], function() {\n", + "\ton_load()\n", + " })\n", + " root._bokeh_is_loading = css_urls.length + 9;\n", + " } else {\n", + " root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n", + " }\n", + "\n", + " var existing_stylesheets = []\n", + " var links = document.getElementsByTagName('link')\n", + " for (var i = 0; i < links.length; i++) {\n", + " var link = links[i]\n", + " if (link.href != null) {\n", + "\texisting_stylesheets.push(link.href)\n", + " }\n", + " }\n", + " for (var i = 0; i < css_urls.length; i++) {\n", + " var url = css_urls[i];\n", + " if (existing_stylesheets.indexOf(url) !== -1) {\n", + "\ton_load()\n", + "\tcontinue;\n", + " }\n", + " const element = document.createElement(\"link\");\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.rel = \"stylesheet\";\n", + " element.type = \"text/css\";\n", + " element.href = url;\n", + " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", + " document.body.appendChild(element);\n", + " } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } var existing_scripts = []\n", + " var scripts = document.getElementsByTagName('script')\n", + " for (var i = 0; i < scripts.length; i++) {\n", + " var script = scripts[i]\n", + " if (script.src != null) {\n", + "\texisting_scripts.push(script.src)\n", + " }\n", + " }\n", + " for (var i = 0; i < js_urls.length; i++) {\n", + " var url = js_urls[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (var i = 0; i < js_modules.length; i++) {\n", + " var url = js_modules[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (const name in js_exports) {\n", + " var url = js_exports[name];\n", + " if (skip.indexOf(url) >= 0 || root[name] != null) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " element.textContent = `\n", + " import ${name} from \"${url}\"\n", + " window.${name} = ${name}\n", + " window._bokeh_on_load()\n", + " `\n", + " document.head.appendChild(element);\n", + " }\n", + " if (!js_urls.length && !js_modules.length) {\n", + " on_load()\n", + " }\n", + " };\n", + "\n", + " function inject_raw_css(css) {\n", + " const element = document.createElement(\"style\");\n", + " element.appendChild(document.createTextNode(css));\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " var js_urls = [];\n", + " var js_modules = [];\n", + " var js_exports = {};\n", + " var css_urls = [];\n", + " var inline_js = [ function(Bokeh) {\n", + " Bokeh.set_log_level(\"info\");\n", + " },\n", + "function(Bokeh) {} // ensure no trailing comma for IE\n", + " ];\n", + "\n", + " function run_inline_js() {\n", + " if ((root.Bokeh !== undefined) || (force === true)) {\n", + " for (var i = 0; i < inline_js.length; i++) {\n", + " inline_js[i].call(root, root.Bokeh);\n", + " }\n", + " // Cache old bokeh versions\n", + " if (Bokeh != undefined && !reloading) {\n", + "\tvar NewBokeh = root.Bokeh;\n", + "\tif (Bokeh.versions === undefined) {\n", + "\t Bokeh.versions = new Map();\n", + "\t}\n", + "\tif (NewBokeh.version !== Bokeh.version) {\n", + "\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n", + "\t}\n", + "\troot.Bokeh = Bokeh;\n", + " }} else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(run_inline_js, 100);\n", + " } else if (!root._bokeh_failed_load) {\n", + " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", + " root._bokeh_failed_load = true;\n", + " }\n", + " root._bokeh_is_initializing = false\n", + " }\n", + "\n", + " function load_or_wait() {\n", + " // Implement a backoff loop that tries to ensure we do not load multiple\n", + " // versions of Bokeh and its dependencies at the same time.\n", + " // In recent versions we use the root._bokeh_is_initializing flag\n", + " // to determine whether there is an ongoing attempt to initialize\n", + " // bokeh, however for backward compatibility we also try to ensure\n", + " // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n", + " // before older versions are fully initialized.\n", + " if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n", + " root._bokeh_is_initializing = false;\n", + " root._bokeh_onload_callbacks = undefined;\n", + " console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n", + " load_or_wait();\n", + " } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n", + " setTimeout(load_or_wait, 100);\n", + " } else {\n", + " Bokeh = root.Bokeh;\n", + " bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + " root._bokeh_is_initializing = true\n", + " root._bokeh_onload_callbacks = []\n", + " if (!reloading && (!bokeh_loaded || is_dev)) {\n", + "\troot.Bokeh = undefined;\n", + " }\n", + " load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n", + "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", + "\trun_inline_js();\n", + " });\n", + " }\n", + " }\n", + " // Give older versions of the autoload script a head-start to ensure\n", + " // they initialize before we start loading newer version.\n", + " setTimeout(load_or_wait, 100)\n", + "}(window));" + ], + "application/vnd.holoviews_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n var reloading = true;\n var Bokeh = root.Bokeh;\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks;\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n if (js_modules == null) js_modules = [];\n if (js_exports == null) js_exports = {};\n\n root._bokeh_onload_callbacks.push(callback);\n\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n run_callbacks();\n return null;\n }\n if (!reloading) {\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n }\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n window._bokeh_on_load = on_load\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n var skip = [];\n if (window.requirejs) {\n window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n require([\"jspanel-tooltip\"], function() {\n\ton_load()\n })\n require([\"jspanel-hint\"], function() {\n\ton_load()\n })\n require([\"jspanel-layout\"], function() {\n\ton_load()\n })\n require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n })\n require([\"jspanel-dock\"], function() {\n\ton_load()\n })\n require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n })\n require([\"notyf\"], function() {\n\ton_load()\n })\n root._bokeh_is_loading = css_urls.length + 9;\n } else {\n root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n }\n\n var existing_stylesheets = []\n var links = document.getElementsByTagName('link')\n for (var i = 0; i < links.length; i++) {\n var link = links[i]\n if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n }\n }\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n }\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } var existing_scripts = []\n var scripts = document.getElementsByTagName('script')\n for (var i = 0; i < scripts.length; i++) {\n var script = scripts[i]\n if (script.src != null) {\n\texisting_scripts.push(script.src)\n }\n }\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (const name in js_exports) {\n var url = js_exports[name];\n if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onerror = on_error;\n element.async = false;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n element.textContent = `\n import ${name} from \"${url}\"\n window.${name} = ${name}\n window._bokeh_on_load()\n `\n document.head.appendChild(element);\n }\n if (!js_urls.length && !js_modules.length) {\n on_load()\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n var js_urls = [];\n var js_modules = [];\n var js_exports = {};\n var css_urls = [];\n var inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n ];\n\n function run_inline_js() {\n if ((root.Bokeh !== undefined) || (force === true)) {\n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n // Cache old bokeh versions\n if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n }\n root._bokeh_is_initializing = false\n }\n\n function load_or_wait() {\n // Implement a backoff loop that tries to ensure we do not load multiple\n // versions of Bokeh and its dependencies at the same time.\n // In recent versions we use the root._bokeh_is_initializing flag\n // to determine whether there is an ongoing attempt to initialize\n // bokeh, however for backward compatibility we also try to ensure\n // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n // before older versions are fully initialized.\n if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n root._bokeh_is_initializing = false;\n root._bokeh_onload_callbacks = undefined;\n console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n load_or_wait();\n } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n setTimeout(load_or_wait, 100);\n } else {\n Bokeh = root.Bokeh;\n bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n if (!reloading && (!bokeh_loaded || is_dev)) {\n\troot.Bokeh = undefined;\n }\n load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n });\n }\n }\n // Give older versions of the autoload script a head-start to ensure\n // they initialize before we start loading newer version.\n setTimeout(load_or_wait, 100)\n}(window));" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n", + " window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n", + "}\n", + "\n", + "\n", + " function JupyterCommManager() {\n", + " }\n", + "\n", + " JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n", + " if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " comm_manager.register_target(comm_id, function(comm) {\n", + " comm.on_msg(msg_handler);\n", + " });\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n", + " comm.onMsg = msg_handler;\n", + " });\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " console.log(message)\n", + " var content = {data: message.data, comm_id};\n", + " var buffers = []\n", + " for (var buffer of message.buffers || []) {\n", + " buffers.push(new DataView(buffer))\n", + " }\n", + " var metadata = message.metadata || {};\n", + " var msg = {content, buffers, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " })\n", + " }\n", + " }\n", + "\n", + " JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n", + " if (comm_id in window.PyViz.comms) {\n", + " return window.PyViz.comms[comm_id];\n", + " } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n", + " if (msg_handler) {\n", + " comm.on_msg(msg_handler);\n", + " }\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n", + " comm.open();\n", + " if (msg_handler) {\n", + " comm.onMsg = msg_handler;\n", + " }\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " var comm_promise = google.colab.kernel.comms.open(comm_id)\n", + " comm_promise.then((comm) => {\n", + " window.PyViz.comms[comm_id] = comm;\n", + " if (msg_handler) {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " var content = {data: message.data};\n", + " var metadata = message.metadata || {comm_id};\n", + " var msg = {content, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " }) \n", + " var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n", + " return comm_promise.then((comm) => {\n", + " comm.send(data, metadata, buffers, disposeOnDone);\n", + " });\n", + " };\n", + " var comm = {\n", + " send: sendClosure\n", + " };\n", + " }\n", + " window.PyViz.comms[comm_id] = comm;\n", + " return comm;\n", + " }\n", + " window.PyViz.comm_manager = new JupyterCommManager();\n", + " \n", + "\n", + "\n", + "var JS_MIME_TYPE = 'application/javascript';\n", + "var HTML_MIME_TYPE = 'text/html';\n", + "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n", + "var CLASS_NAME = 'output';\n", + "\n", + "/**\n", + " * Render data to the DOM node\n", + " */\n", + "function render(props, node) {\n", + " var div = document.createElement(\"div\");\n", + " var script = document.createElement(\"script\");\n", + " node.appendChild(div);\n", + " node.appendChild(script);\n", + "}\n", + "\n", + "/**\n", + " * Handle when a new output is added\n", + " */\n", + "function handle_add_output(event, handle) {\n", + " var output_area = handle.output_area;\n", + " var output = handle.output;\n", + " if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", + " return\n", + " }\n", + " var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", + " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", + " if (id !== undefined) {\n", + " var nchildren = toinsert.length;\n", + " var html_node = toinsert[nchildren-1].children[0];\n", + " html_node.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var scripts = [];\n", + " var nodelist = html_node.querySelectorAll(\"script\");\n", + " for (var i in nodelist) {\n", + " if (nodelist.hasOwnProperty(i)) {\n", + " scripts.push(nodelist[i])\n", + " }\n", + " }\n", + "\n", + " scripts.forEach( function (oldScript) {\n", + " var newScript = document.createElement(\"script\");\n", + " var attrs = [];\n", + " var nodemap = oldScript.attributes;\n", + " for (var j in nodemap) {\n", + " if (nodemap.hasOwnProperty(j)) {\n", + " attrs.push(nodemap[j])\n", + " }\n", + " }\n", + " attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n", + " newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n", + " oldScript.parentNode.replaceChild(newScript, oldScript);\n", + " });\n", + " if (JS_MIME_TYPE in output.data) {\n", + " toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n", + " }\n", + " output_area._hv_plot_id = id;\n", + " if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n", + " window.PyViz.plot_index[id] = Bokeh.index[id];\n", + " } else {\n", + " window.PyViz.plot_index[id] = null;\n", + " }\n", + " } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", + " var bk_div = document.createElement(\"div\");\n", + " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var script_attrs = bk_div.children[0].attributes;\n", + " for (var i = 0; i < script_attrs.length; i++) {\n", + " toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n", + " }\n", + " // store reference to server id on output_area\n", + " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle when an output is cleared or removed\n", + " */\n", + "function handle_clear_output(event, handle) {\n", + " var id = handle.cell.output_area._hv_plot_id;\n", + " var server_id = handle.cell.output_area._bokeh_server_id;\n", + " if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n", + " var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n", + " if (server_id !== null) {\n", + " comm.send({event_type: 'server_delete', 'id': server_id});\n", + " return;\n", + " } else if (comm !== null) {\n", + " comm.send({event_type: 'delete', 'id': id});\n", + " }\n", + " delete PyViz.plot_index[id];\n", + " if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n", + " var doc = window.Bokeh.index[id].model.document\n", + " doc.clear();\n", + " const i = window.Bokeh.documents.indexOf(doc);\n", + " if (i > -1) {\n", + " window.Bokeh.documents.splice(i, 1);\n", + " }\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle kernel restart event\n", + " */\n", + "function handle_kernel_cleanup(event, handle) {\n", + " delete PyViz.comms[\"hv-extension-comm\"];\n", + " window.PyViz.plot_index = {}\n", + "}\n", + "\n", + "/**\n", + " * Handle update_display_data messages\n", + " */\n", + "function handle_update_output(event, handle) {\n", + " handle_clear_output(event, {cell: {output_area: handle.output_area}})\n", + " handle_add_output(event, handle)\n", + "}\n", + "\n", + "function register_renderer(events, OutputArea) {\n", + " function append_mime(data, metadata, element) {\n", + " // create a DOM node to render to\n", + " var toinsert = this.create_output_subarea(\n", + " metadata,\n", + " CLASS_NAME,\n", + " EXEC_MIME_TYPE\n", + " );\n", + " this.keyboard_manager.register_events(toinsert);\n", + " // Render to node\n", + " var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", + " render(props, toinsert[0]);\n", + " element.append(toinsert);\n", + " return toinsert\n", + " }\n", + "\n", + " events.on('output_added.OutputArea', handle_add_output);\n", + " events.on('output_updated.OutputArea', handle_update_output);\n", + " events.on('clear_output.CodeCell', handle_clear_output);\n", + " events.on('delete.Cell', handle_clear_output);\n", + " events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n", + "\n", + " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", + " safe: true,\n", + " index: 0\n", + " });\n", + "}\n", + "\n", + "if (window.Jupyter !== undefined) {\n", + " try {\n", + " var events = require('base/js/events');\n", + " var OutputArea = require('notebook/js/outputarea').OutputArea;\n", + " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", + " register_renderer(events, OutputArea);\n", + " }\n", + " } catch(err) {\n", + " }\n", + "}\n" + ], + "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n function JupyterCommManager() {\n }\n\n JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n comm_manager.register_target(comm_id, function(comm) {\n comm.on_msg(msg_handler);\n });\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n comm.onMsg = msg_handler;\n });\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n console.log(message)\n var content = {data: message.data, comm_id};\n var buffers = []\n for (var buffer of message.buffers || []) {\n buffers.push(new DataView(buffer))\n }\n var metadata = message.metadata || {};\n var msg = {content, buffers, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n })\n }\n }\n\n JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n if (comm_id in window.PyViz.comms) {\n return window.PyViz.comms[comm_id];\n } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n if (msg_handler) {\n comm.on_msg(msg_handler);\n }\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n comm.open();\n if (msg_handler) {\n comm.onMsg = msg_handler;\n }\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n var comm_promise = google.colab.kernel.comms.open(comm_id)\n comm_promise.then((comm) => {\n window.PyViz.comms[comm_id] = comm;\n if (msg_handler) {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n var content = {data: message.data};\n var metadata = message.metadata || {comm_id};\n var msg = {content, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n }\n }) \n var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n return comm_promise.then((comm) => {\n comm.send(data, metadata, buffers, disposeOnDone);\n });\n };\n var comm = {\n send: sendClosure\n };\n }\n window.PyViz.comms[comm_id] = comm;\n return comm;\n }\n window.PyViz.comm_manager = new JupyterCommManager();\n \n\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n var div = document.createElement(\"div\");\n var script = document.createElement(\"script\");\n node.appendChild(div);\n node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n var output_area = handle.output_area;\n var output = handle.output;\n if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n return\n }\n var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n if (id !== undefined) {\n var nchildren = toinsert.length;\n var html_node = toinsert[nchildren-1].children[0];\n html_node.innerHTML = output.data[HTML_MIME_TYPE];\n var scripts = [];\n var nodelist = html_node.querySelectorAll(\"script\");\n for (var i in nodelist) {\n if (nodelist.hasOwnProperty(i)) {\n scripts.push(nodelist[i])\n }\n }\n\n scripts.forEach( function (oldScript) {\n var newScript = document.createElement(\"script\");\n var attrs = [];\n var nodemap = oldScript.attributes;\n for (var j in nodemap) {\n if (nodemap.hasOwnProperty(j)) {\n attrs.push(nodemap[j])\n }\n }\n attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n oldScript.parentNode.replaceChild(newScript, oldScript);\n });\n if (JS_MIME_TYPE in output.data) {\n toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n }\n output_area._hv_plot_id = id;\n if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n window.PyViz.plot_index[id] = Bokeh.index[id];\n } else {\n window.PyViz.plot_index[id] = null;\n }\n } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n var bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n var script_attrs = bk_div.children[0].attributes;\n for (var i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n var id = handle.cell.output_area._hv_plot_id;\n var server_id = handle.cell.output_area._bokeh_server_id;\n if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n if (server_id !== null) {\n comm.send({event_type: 'server_delete', 'id': server_id});\n return;\n } else if (comm !== null) {\n comm.send({event_type: 'delete', 'id': id});\n }\n delete PyViz.plot_index[id];\n if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n var doc = window.Bokeh.index[id].model.document\n doc.clear();\n const i = window.Bokeh.documents.indexOf(doc);\n if (i > -1) {\n window.Bokeh.documents.splice(i, 1);\n }\n }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n delete PyViz.comms[\"hv-extension-comm\"];\n window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n handle_clear_output(event, {cell: {output_area: handle.output_area}})\n handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n var toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[0]);\n element.append(toinsert);\n return toinsert\n }\n\n events.on('output_added.OutputArea', handle_add_output);\n events.on('output_updated.OutputArea', handle_update_output);\n events.on('clear_output.CodeCell', handle_clear_output);\n events.on('delete.Cell', handle_clear_output);\n events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n safe: true,\n index: 0\n });\n}\n\nif (window.Jupyter !== undefined) {\n try {\n var events = require('base/js/events');\n var OutputArea = require('notebook/js/outputarea').OutputArea;\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n } catch(err) {\n }\n}\n" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 13 s, sys: 4.19 s, total: 17.2 s\n", + "Wall time: 10.8 s\n" + ] + } + ], + "source": [ + "%%time\n", + "%matplotlib inline\n", + "from new_import import *" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "219d4303-b606-45e1-a3a7-0b52e3cfe279", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "An existing cluster was found. Connecting to: easihub.9f2f42f40c134601a68634913d891637\n", + "CPU times: user 745 ms, sys: 23 ms, total: 769 ms\n", + "Wall time: 975 ms\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "
\n", + "
\n", + "

Client

\n", + "

Client-db3adc82-6e7a-11ef-8c3d-d24f7674e586

\n", + " \n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "
Connection method: Cluster objectCluster type: dask_gateway.GatewayCluster
\n", + " Dashboard: https://hub.asia.easi-eo.solutions/services/dask-gateway/clusters/easihub.9f2f42f40c134601a68634913d891637/status\n", + "
\n", + "\n", + " \n", + " \n", + " \n", + "\n", + " \n", + "
\n", + "

Cluster Info

\n", + "
\n", + "

GatewayCluster

\n", + " \n", + "
\n", + "\n", + "
\n", + " \n", + "\n", + "
\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%%time\n", + "# Dask gateway\n", + "cluster, client = notebook_utils.initialize_dask(use_gateway=True, workers=(1,4))\n", + "dc = datacube.Datacube()\n", + "\n", + "# Configure s3 access\n", + "configure_s3_access(aws_unsigned=False, requester_pays=True, client=client)\n", + "\n", + "client" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "56a9e23b-435e-4235-b09d-196662813f5a", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "## cấu hình thời gian lấy ảnh và tọa độ\n", + "date_range = ('2022-09-01', '2023-10-01')\n", + "longtitude_range = (105.86575, 105.94120)\n", + "latitude_range = (9.65070, 9.69850)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "606d23a3-7db6-4eb2-9d31-1e31ee3aaef7", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Most common native CRS: EPSG:32648\n", + "No datasets require offset correction\n", + "The valid_data_mask and scale (no offset) have been applied to the reflectance bands\n" + ] + }, + { + "data": { + "text/html": [ + "

Dataset size: 558.40 MB

" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset>\n",
+       "Dimensions:      (time: 78, y: 532, x: 830)\n",
+       "Coordinates:\n",
+       "  * time         (time) datetime64[ns] 2022-09-02T03:35:38.706000 ... 2023-09...\n",
+       "  * y            (y) float64 1.072e+06 1.072e+06 ... 1.067e+06 1.067e+06\n",
+       "  * x            (x) float64 5.95e+05 5.95e+05 5.95e+05 ... 6.033e+05 6.033e+05\n",
+       "    spatial_ref  int32 32648\n",
+       "Data variables:\n",
+       "    blue         (time, y, x) float32 dask.array<chunksize=(1, 532, 830), meta=np.ndarray>\n",
+       "    green        (time, y, x) float32 dask.array<chunksize=(1, 532, 830), meta=np.ndarray>\n",
+       "    red          (time, y, x) float32 dask.array<chunksize=(1, 532, 830), meta=np.ndarray>\n",
+       "    nir          (time, y, x) float32 dask.array<chunksize=(1, 532, 830), meta=np.ndarray>\n",
+       "    scl          (time, y, x) uint8 dask.array<chunksize=(1, 532, 830), meta=np.ndarray>\n",
+       "Attributes:\n",
+       "    crs:           EPSG:32648\n",
+       "    grid_mapping:  spatial_ref
" + ], + "text/plain": [ + "\n", + "Dimensions: (time: 78, y: 532, x: 830)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 2022-09-02T03:35:38.706000 ... 2023-09...\n", + " * y (y) float64 1.072e+06 1.072e+06 ... 1.067e+06 1.067e+06\n", + " * x (x) float64 5.95e+05 5.95e+05 5.95e+05 ... 6.033e+05 6.033e+05\n", + " spatial_ref int32 32648\n", + "Data variables:\n", + " blue (time, y, x) float32 dask.array\n", + " green (time, y, x) float32 dask.array\n", + " red (time, y, x) float32 dask.array\n", + " nir (time, y, x) float32 dask.array\n", + " scl (time, y, x) uint8 dask.array\n", + "Attributes:\n", + " crs: EPSG:32648\n", + " grid_mapping: spatial_ref" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "## truy vấn ảnh vệ tinh sen2\n", + "data = load_data(dc, date_range, longtitude_range, latitude_range)\n", + "notebook_utils.heading(notebook_utils.xarray_object_size(data))\n", + "display(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "54e04079-2c12-4de1-8541-0579fbfad4a1", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
bitsvaluesdescription
qa[0, 1, 2, 3, 4, 5, 6, 7]{'0': 'no data', '1': 'saturated or defective'...Sen2Cor Scene Classification
\n", + "
" + ], + "text/plain": [ + " bits \\\n", + "qa [0, 1, 2, 3, 4, 5, 6, 7] \n", + "\n", + " values \\\n", + "qa {'0': 'no data', '1': 'saturated or defective'... \n", + "\n", + " description \n", + "qa Sen2Cor Scene Classification " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "{'0': 'no data',\n", + " '1': 'saturated or defective',\n", + " '2': 'dark area pixels',\n", + " '3': 'cloud shadows',\n", + " '4': 'vegetation',\n", + " '5': 'bare soils',\n", + " '6': 'water',\n", + " '7': 'unclassified',\n", + " '8': 'cloud medium probability',\n", + " '9': 'cloud high probability',\n", + " '10': 'thin cirrus',\n", + " '11': 'snow or ice'}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 114 ms, sys: 4.28 ms, total: 118 ms\n", + "Wall time: 116 ms\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "f9b0cd64f56d4a51b6abd4253bc74740", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%%time\n", + "# Tiến hành loại bỏ các vị trí bị mây ảnh hưởng\n", + "result = mask_clean(data)\n", + "progress(result)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "565f467b-3002-4d24-a300-d34ce548f7e3", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.DataArray 'NDVI' (time: 78, y: 532, x: 830)>\n",
+       "dask.array<truediv, shape=(78, 532, 830), dtype=float32, chunksize=(1, 532, 830), chunktype=numpy.ndarray>\n",
+       "Coordinates:\n",
+       "  * time         (time) datetime64[ns] 2022-09-02T03:35:38.706000 ... 2023-09...\n",
+       "  * y            (y) float64 1.072e+06 1.072e+06 ... 1.067e+06 1.067e+06\n",
+       "  * x            (x) float64 5.95e+05 5.95e+05 5.95e+05 ... 6.033e+05 6.033e+05\n",
+       "    spatial_ref  int32 32648
" + ], + "text/plain": [ + "\n", + "dask.array\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 2022-09-02T03:35:38.706000 ... 2023-09...\n", + " * y (y) float64 1.072e+06 1.072e+06 ... 1.067e+06 1.067e+06\n", + " * x (x) float64 5.95e+05 5.95e+05 5.95e+05 ... 6.033e+05 6.033e+05\n", + " spatial_ref int32 32648" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Tiến hành tính toán NDVI\n", + "ds1 = calculate_indices(result, index='NDVI', satellite_mission='s2')\n", + "ndvi = ds1[\"NDVI\"]\n", + "display(ndvi)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f3930d43-c159-49bf-8260-68b14681729d", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "## ảnh ndvi chưa fill nan\n", + "plt.imshow(ndvi.isel(time=50))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "5372d50c-7b05-475e-bdce-ed36a8ea794d", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# đặt thời gian các mùa\n", + "time_split = [slice('2022-09-01', '2023-01-01'), \n", + " slice('2023-01-01', '2023-05-01'),\n", + " slice('2023-05-01', '2023-07-01'),\n", + " slice('2023-07-01', '2023-10-01')]\n", + "\n", + "# fill nan\n", + "fill_nan_ndvi = fill_nan(ndvi, time_split)\n", + "\n", + "## ảnh ndivi đã fill nan\n", + "plt.imshow(fill_nan_ndvi.isel(time=50))" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "4e11434c-24ff-48f4-8611-b3baeb300de3", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 81.8 ms, sys: 460 µs, total: 82.3 ms\n", + "Wall time: 80.1 ms\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "69ca7b71ea514d3d9b75541a04b7d70f", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%%time\n", + "## tính ndvi theo tháng\n", + "average_ndvi = fill_nan_ndvi.resample(time='1M').mean().persist()\n", + "progress(average_ndvi)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "34e7fd9c-3a16-4c82-b210-2afc4a84772e", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# compute average_ndvi\n", + "average_ndvi = average_ndvi.compute()\n", + "\n", + "## cấu hình shapefile ranh giới thuận hòa và vh vv file\n", + "thuanhoa_path = \"ThuanHoa/region/ST_ThuanHoa_Boundaryofficially.shp\"\n", + "name_vh = \"ThuanHoa/ThuanHoa_VH.tif\"\n", + "name_vv = \"ThuanHoa/ThuanHoa_VV.tif\"\n", + "\n", + "# load dữ liệu sen1\n", + "dsvh, dsvv = load_sen1(name_vh, name_vv)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "5d29d5cf-31fd-4263-8ae4-2eb9690f739e", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# load model RF\n", + "loaded_model = joblib.load(os.path.join(\"model_train\", \"model_new.joblib\"))\n", + "\n", + "# dự đoán\n", + "data_array = predict(loaded_model, data.rio.crs, average_ndvi, dsvh, dsvv)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "1e17f18d-0878-43d1-acf6-54dfc9f1a0db", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# cấu hình màu cho các loại đất\n", + "colors = [\n", + " \"#abcee9\",\n", + " \"#ffef44\",\n", + " \"#c4ff9e\",\n", + " \"#ffd6a8\",\n", + " \"#93ddda\",\n", + " \"#1aeef7\",\n", + " \"#ffa7f2\",\n", + " \"#33ee33\"\n", + "]\n", + "labels = [\n", + " \"Lúa tôm\",\n", + " \"Lúa\",\n", + " \"CHN\",\n", + " \"CLN\",\n", + " \"TS\",\n", + " \"Sông\",\n", + " \"Đất xây dựng\",\n", + " \"Rừng\"\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "b6e705b1-f1e4-4c94-90aa-4e2ecd56290f", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_19517/2294385133.py:5: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n", + " cbar.ax.set_yticklabels(labels)\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# hiển thị phân loại sử dụng đất\n", + "cmap = ListedColormap(colors)\n", + "img = data_array.plot(cmap=cmap, add_colorbar=False)\n", + "cbar = plt.colorbar(img)\n", + "cbar.ax.set_yticklabels(labels)\n", + "plt.title(\"Phân loại sử dụng đất\")\n", + "plt.axis('off')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "caa6893e-4167-4d85-8c5e-d03cdb55f71f", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/env/lib/python3.10/site-packages/xarray/core/duck_array_ops.py:191: RuntimeWarning: invalid value encountered in cast\n", + " return data.astype(dtype, **kwargs)\n" + ] + } + ], + "source": [ + "# cắt theo ranh giới xã thuận hòa\n", + "region_result = cut_according_shp(thuanhoa_path, average_ndvi, data_array)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "177a672f-dc68-4987-a3c6-2123dff257c0", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": {}, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.holoviews_exec.v0+json": "", + "text/html": [ + "
\n", + "
\n", + "
\n", + "" + ], + "text/plain": [ + ":DynamicMap []\n", + " :Image [x,y] (value)" + ] + }, + "execution_count": 16, + "metadata": { + "application/vnd.holoviews_exec.v0+json": { + "id": "p1003" + } + }, + "output_type": "execute_result" + } + ], + "source": [ + "# hiển thị kết quả phân loại sử dụng đất\n", + "colorval = list(range(len(colors)))\n", + "options = {\n", + " 'title': 'Phân loại sử dụng đất',\n", + " 'cmap': colors,\n", + " 'clim': (0, 8),\n", + " 'aspect': 'equal',\n", + " 'colorbar_opts': {\n", + " 'major_label_overrides': dict(zip(colorval, labels)),\n", + " 'major_label_text_align': 'left',\n", + " 'ticker': FixedTicker(ticks=colorval),\n", + " },\n", + "}\n", + " \n", + "region_result.hvplot(\n", + " rasterize = True, # Use Datashader, particularly useful for dask arrays\n", + " aggregator = reductions.mode(), # Datashader selects mode value, requires 'hv.Image'\n", + ").options(opts.Image(**options))" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "43580ab8-c637-4e79-b842-0131f970bfac", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# Lưu lại kết quả\n", + "region_result.rio.to_raster(\"KetQuaPhanLoaiDat_new.tif\")" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "a23a5bd1-1a8c-448d-b239-8ba2d8e104f2", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# đóng client, cluster\n", + "client.close()\n", + "cluster.close()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "49db198b-588e-403e-8f50-6ffb36b5d3b2", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/03.compare-test.ipynb b/03.compare-test.ipynb new file mode 100644 index 0000000..e1996b5 --- /dev/null +++ b/03.compare-test.ipynb @@ -0,0 +1,1393 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "1decb47d-81ab-4cd7-bb2c-990d22a37c3d", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "application/javascript": [ + "(function(root) {\n", + " function now() {\n", + " return new Date();\n", + " }\n", + "\n", + " var force = true;\n", + " var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", + " var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n", + " var reloading = false;\n", + " var Bokeh = root.Bokeh;\n", + " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + "\n", + " if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n", + " root._bokeh_timeout = Date.now() + 5000;\n", + " root._bokeh_failed_load = false;\n", + " }\n", + "\n", + " function run_callbacks() {\n", + " try {\n", + " root._bokeh_onload_callbacks.forEach(function(callback) {\n", + " if (callback != null)\n", + " callback();\n", + " });\n", + " } finally {\n", + " delete root._bokeh_onload_callbacks;\n", + " }\n", + " console.debug(\"Bokeh: all callbacks have finished\");\n", + " }\n", + "\n", + " function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n", + " if (css_urls == null) css_urls = [];\n", + " if (js_urls == null) js_urls = [];\n", + " if (js_modules == null) js_modules = [];\n", + " if (js_exports == null) js_exports = {};\n", + "\n", + " root._bokeh_onload_callbacks.push(callback);\n", + "\n", + " if (root._bokeh_is_loading > 0) {\n", + " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", + " return null;\n", + " }\n", + " if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n", + " run_callbacks();\n", + " return null;\n", + " }\n", + " if (!reloading) {\n", + " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", + " }\n", + "\n", + " function on_load() {\n", + " root._bokeh_is_loading--;\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", + " run_callbacks()\n", + " }\n", + " }\n", + " window._bokeh_on_load = on_load\n", + "\n", + " function on_error() {\n", + " console.error(\"failed to load \" + url);\n", + " }\n", + "\n", + " var skip = [];\n", + " if (window.requirejs) {\n", + " window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n", + " require([\"jspanel\"], function(jsPanel) {\n", + "\twindow.jsPanel = jsPanel\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-modal\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-tooltip\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-hint\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-layout\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-contextmenu\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-dock\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"gridstack\"], function(GridStack) {\n", + "\twindow.GridStack = GridStack\n", + "\ton_load()\n", + " })\n", + " require([\"notyf\"], function() {\n", + "\ton_load()\n", + " })\n", + " root._bokeh_is_loading = css_urls.length + 9;\n", + " } else {\n", + " root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n", + " }\n", + "\n", + " var existing_stylesheets = []\n", + " var links = document.getElementsByTagName('link')\n", + " for (var i = 0; i < links.length; i++) {\n", + " var link = links[i]\n", + " if (link.href != null) {\n", + "\texisting_stylesheets.push(link.href)\n", + " }\n", + " }\n", + " for (var i = 0; i < css_urls.length; i++) {\n", + " var url = css_urls[i];\n", + " if (existing_stylesheets.indexOf(url) !== -1) {\n", + "\ton_load()\n", + "\tcontinue;\n", + " }\n", + " const element = document.createElement(\"link\");\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.rel = \"stylesheet\";\n", + " element.type = \"text/css\";\n", + " element.href = url;\n", + " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", + " document.body.appendChild(element);\n", + " } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } var existing_scripts = []\n", + " var scripts = document.getElementsByTagName('script')\n", + " for (var i = 0; i < scripts.length; i++) {\n", + " var script = scripts[i]\n", + " if (script.src != null) {\n", + "\texisting_scripts.push(script.src)\n", + " }\n", + " }\n", + " for (var i = 0; i < js_urls.length; i++) {\n", + " var url = js_urls[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (var i = 0; i < js_modules.length; i++) {\n", + " var url = js_modules[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (const name in js_exports) {\n", + " var url = js_exports[name];\n", + " if (skip.indexOf(url) >= 0 || root[name] != null) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " element.textContent = `\n", + " import ${name} from \"${url}\"\n", + " window.${name} = ${name}\n", + " window._bokeh_on_load()\n", + " `\n", + " document.head.appendChild(element);\n", + " }\n", + " if (!js_urls.length && !js_modules.length) {\n", + " on_load()\n", + " }\n", + " };\n", + "\n", + " function inject_raw_css(css) {\n", + " const element = document.createElement(\"style\");\n", + " element.appendChild(document.createTextNode(css));\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.3/dist/panel.min.js\"];\n", + " var js_modules = [];\n", + " var js_exports = {};\n", + " var css_urls = [];\n", + " var inline_js = [ function(Bokeh) {\n", + " Bokeh.set_log_level(\"info\");\n", + " },\n", + "function(Bokeh) {} // ensure no trailing comma for IE\n", + " ];\n", + "\n", + " function run_inline_js() {\n", + " if ((root.Bokeh !== undefined) || (force === true)) {\n", + " for (var i = 0; i < inline_js.length; i++) {\n", + " inline_js[i].call(root, root.Bokeh);\n", + " }\n", + " // Cache old bokeh versions\n", + " if (Bokeh != undefined && !reloading) {\n", + "\tvar NewBokeh = root.Bokeh;\n", + "\tif (Bokeh.versions === undefined) {\n", + "\t Bokeh.versions = new Map();\n", + "\t}\n", + "\tif (NewBokeh.version !== Bokeh.version) {\n", + "\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n", + "\t}\n", + "\troot.Bokeh = Bokeh;\n", + " }} else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(run_inline_js, 100);\n", + " } else if (!root._bokeh_failed_load) {\n", + " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", + " root._bokeh_failed_load = true;\n", + " }\n", + " root._bokeh_is_initializing = false\n", + " }\n", + "\n", + " function load_or_wait() {\n", + " // Implement a backoff loop that tries to ensure we do not load multiple\n", + " // versions of Bokeh and its dependencies at the same time.\n", + " // In recent versions we use the root._bokeh_is_initializing flag\n", + " // to determine whether there is an ongoing attempt to initialize\n", + " // bokeh, however for backward compatibility we also try to ensure\n", + " // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n", + " // before older versions are fully initialized.\n", + " if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n", + " root._bokeh_is_initializing = false;\n", + " root._bokeh_onload_callbacks = undefined;\n", + " console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n", + " load_or_wait();\n", + " } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n", + " setTimeout(load_or_wait, 100);\n", + " } else {\n", + " Bokeh = root.Bokeh;\n", + " bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + " root._bokeh_is_initializing = true\n", + " root._bokeh_onload_callbacks = []\n", + " if (!reloading && (!bokeh_loaded || is_dev)) {\n", + "\troot.Bokeh = undefined;\n", + " }\n", + " load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n", + "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", + "\trun_inline_js();\n", + " });\n", + " }\n", + " }\n", + " // Give older versions of the autoload script a head-start to ensure\n", + " // they initialize before we start loading newer version.\n", + " setTimeout(load_or_wait, 100)\n", + "}(window));" + ], + "application/vnd.holoviews_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n var reloading = false;\n var Bokeh = root.Bokeh;\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks;\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n if (js_modules == null) js_modules = [];\n if (js_exports == null) js_exports = {};\n\n root._bokeh_onload_callbacks.push(callback);\n\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n run_callbacks();\n return null;\n }\n if (!reloading) {\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n }\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n window._bokeh_on_load = on_load\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n var skip = [];\n if (window.requirejs) {\n window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n require([\"jspanel-tooltip\"], function() {\n\ton_load()\n })\n require([\"jspanel-hint\"], function() {\n\ton_load()\n })\n require([\"jspanel-layout\"], function() {\n\ton_load()\n })\n require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n })\n require([\"jspanel-dock\"], function() {\n\ton_load()\n })\n require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n })\n require([\"notyf\"], function() {\n\ton_load()\n })\n root._bokeh_is_loading = css_urls.length + 9;\n } else {\n root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n }\n\n var existing_stylesheets = []\n var links = document.getElementsByTagName('link')\n for (var i = 0; i < links.length; i++) {\n var link = links[i]\n if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n }\n }\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n }\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } var existing_scripts = []\n var scripts = document.getElementsByTagName('script')\n for (var i = 0; i < scripts.length; i++) {\n var script = scripts[i]\n if (script.src != null) {\n\texisting_scripts.push(script.src)\n }\n }\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (const name in js_exports) {\n var url = js_exports[name];\n if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onerror = on_error;\n element.async = false;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n element.textContent = `\n import ${name} from \"${url}\"\n window.${name} = ${name}\n window._bokeh_on_load()\n `\n document.head.appendChild(element);\n }\n if (!js_urls.length && !js_modules.length) {\n on_load()\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.3/dist/panel.min.js\"];\n var js_modules = [];\n var js_exports = {};\n var css_urls = [];\n var inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n ];\n\n function run_inline_js() {\n if ((root.Bokeh !== undefined) || (force === true)) {\n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n // Cache old bokeh versions\n if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n }\n root._bokeh_is_initializing = false\n }\n\n function load_or_wait() {\n // Implement a backoff loop that tries to ensure we do not load multiple\n // versions of Bokeh and its dependencies at the same time.\n // In recent versions we use the root._bokeh_is_initializing flag\n // to determine whether there is an ongoing attempt to initialize\n // bokeh, however for backward compatibility we also try to ensure\n // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n // before older versions are fully initialized.\n if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n root._bokeh_is_initializing = false;\n root._bokeh_onload_callbacks = undefined;\n console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n load_or_wait();\n } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n setTimeout(load_or_wait, 100);\n } else {\n Bokeh = root.Bokeh;\n bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n if (!reloading && (!bokeh_loaded || is_dev)) {\n\troot.Bokeh = undefined;\n }\n load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n });\n }\n }\n // Give older versions of the autoload script a head-start to ensure\n // they initialize before we start loading newer version.\n setTimeout(load_or_wait, 100)\n}(window));" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n", + " window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n", + "}\n", + "\n", + "\n", + " function JupyterCommManager() {\n", + " }\n", + "\n", + " JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n", + " if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " comm_manager.register_target(comm_id, function(comm) {\n", + " comm.on_msg(msg_handler);\n", + " });\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n", + " comm.onMsg = msg_handler;\n", + " });\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " console.log(message)\n", + " var content = {data: message.data, comm_id};\n", + " var buffers = []\n", + " for (var buffer of message.buffers || []) {\n", + " buffers.push(new DataView(buffer))\n", + " }\n", + " var metadata = message.metadata || {};\n", + " var msg = {content, buffers, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " })\n", + " }\n", + " }\n", + "\n", + " JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n", + " if (comm_id in window.PyViz.comms) {\n", + " return window.PyViz.comms[comm_id];\n", + " } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n", + " if (msg_handler) {\n", + " comm.on_msg(msg_handler);\n", + " }\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n", + " comm.open();\n", + " if (msg_handler) {\n", + " comm.onMsg = msg_handler;\n", + " }\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " var comm_promise = google.colab.kernel.comms.open(comm_id)\n", + " comm_promise.then((comm) => {\n", + " window.PyViz.comms[comm_id] = comm;\n", + " if (msg_handler) {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " var content = {data: message.data};\n", + " var metadata = message.metadata || {comm_id};\n", + " var msg = {content, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " }) \n", + " var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n", + " return comm_promise.then((comm) => {\n", + " comm.send(data, metadata, buffers, disposeOnDone);\n", + " });\n", + " };\n", + " var comm = {\n", + " send: sendClosure\n", + " };\n", + " }\n", + " window.PyViz.comms[comm_id] = comm;\n", + " return comm;\n", + " }\n", + " window.PyViz.comm_manager = new JupyterCommManager();\n", + " \n", + "\n", + "\n", + "var JS_MIME_TYPE = 'application/javascript';\n", + "var HTML_MIME_TYPE = 'text/html';\n", + "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n", + "var CLASS_NAME = 'output';\n", + "\n", + "/**\n", + " * Render data to the DOM node\n", + " */\n", + "function render(props, node) {\n", + " var div = document.createElement(\"div\");\n", + " var script = document.createElement(\"script\");\n", + " node.appendChild(div);\n", + " node.appendChild(script);\n", + "}\n", + "\n", + "/**\n", + " * Handle when a new output is added\n", + " */\n", + "function handle_add_output(event, handle) {\n", + " var output_area = handle.output_area;\n", + " var output = handle.output;\n", + " if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", + " return\n", + " }\n", + " var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", + " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", + " if (id !== undefined) {\n", + " var nchildren = toinsert.length;\n", + " var html_node = toinsert[nchildren-1].children[0];\n", + " html_node.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var scripts = [];\n", + " var nodelist = html_node.querySelectorAll(\"script\");\n", + " for (var i in nodelist) {\n", + " if (nodelist.hasOwnProperty(i)) {\n", + " scripts.push(nodelist[i])\n", + " }\n", + " }\n", + "\n", + " scripts.forEach( function (oldScript) {\n", + " var newScript = document.createElement(\"script\");\n", + " var attrs = [];\n", + " var nodemap = oldScript.attributes;\n", + " for (var j in nodemap) {\n", + " if (nodemap.hasOwnProperty(j)) {\n", + " attrs.push(nodemap[j])\n", + " }\n", + " }\n", + " attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n", + " newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n", + " oldScript.parentNode.replaceChild(newScript, oldScript);\n", + " });\n", + " if (JS_MIME_TYPE in output.data) {\n", + " toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n", + " }\n", + " output_area._hv_plot_id = id;\n", + " if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n", + " window.PyViz.plot_index[id] = Bokeh.index[id];\n", + " } else {\n", + " window.PyViz.plot_index[id] = null;\n", + " }\n", + " } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", + " var bk_div = document.createElement(\"div\");\n", + " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var script_attrs = bk_div.children[0].attributes;\n", + " for (var i = 0; i < script_attrs.length; i++) {\n", + " toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n", + " }\n", + " // store reference to server id on output_area\n", + " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle when an output is cleared or removed\n", + " */\n", + "function handle_clear_output(event, handle) {\n", + " var id = handle.cell.output_area._hv_plot_id;\n", + " var server_id = handle.cell.output_area._bokeh_server_id;\n", + " if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n", + " var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n", + " if (server_id !== null) {\n", + " comm.send({event_type: 'server_delete', 'id': server_id});\n", + " return;\n", + " } else if (comm !== null) {\n", + " comm.send({event_type: 'delete', 'id': id});\n", + " }\n", + " delete PyViz.plot_index[id];\n", + " if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n", + " var doc = window.Bokeh.index[id].model.document\n", + " doc.clear();\n", + " const i = window.Bokeh.documents.indexOf(doc);\n", + " if (i > -1) {\n", + " window.Bokeh.documents.splice(i, 1);\n", + " }\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle kernel restart event\n", + " */\n", + "function handle_kernel_cleanup(event, handle) {\n", + " delete PyViz.comms[\"hv-extension-comm\"];\n", + " window.PyViz.plot_index = {}\n", + "}\n", + "\n", + "/**\n", + " * Handle update_display_data messages\n", + " */\n", + "function handle_update_output(event, handle) {\n", + " handle_clear_output(event, {cell: {output_area: handle.output_area}})\n", + " handle_add_output(event, handle)\n", + "}\n", + "\n", + "function register_renderer(events, OutputArea) {\n", + " function append_mime(data, metadata, element) {\n", + " // create a DOM node to render to\n", + " var toinsert = this.create_output_subarea(\n", + " metadata,\n", + " CLASS_NAME,\n", + " EXEC_MIME_TYPE\n", + " );\n", + " this.keyboard_manager.register_events(toinsert);\n", + " // Render to node\n", + " var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", + " render(props, toinsert[0]);\n", + " element.append(toinsert);\n", + " return toinsert\n", + " }\n", + "\n", + " events.on('output_added.OutputArea', handle_add_output);\n", + " events.on('output_updated.OutputArea', handle_update_output);\n", + " events.on('clear_output.CodeCell', handle_clear_output);\n", + " events.on('delete.Cell', handle_clear_output);\n", + " events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n", + "\n", + " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", + " safe: true,\n", + " index: 0\n", + " });\n", + "}\n", + "\n", + "if (window.Jupyter !== undefined) {\n", + " try {\n", + " var events = require('base/js/events');\n", + " var OutputArea = require('notebook/js/outputarea').OutputArea;\n", + " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", + " register_renderer(events, OutputArea);\n", + " }\n", + " } catch(err) {\n", + " }\n", + "}\n" + ], + "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n function JupyterCommManager() {\n }\n\n JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n comm_manager.register_target(comm_id, function(comm) {\n comm.on_msg(msg_handler);\n });\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n comm.onMsg = msg_handler;\n });\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n console.log(message)\n var content = {data: message.data, comm_id};\n var buffers = []\n for (var buffer of message.buffers || []) {\n buffers.push(new DataView(buffer))\n }\n var metadata = message.metadata || {};\n var msg = {content, buffers, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n })\n }\n }\n\n JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n if (comm_id in window.PyViz.comms) {\n return window.PyViz.comms[comm_id];\n } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n if (msg_handler) {\n comm.on_msg(msg_handler);\n }\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n comm.open();\n if (msg_handler) {\n comm.onMsg = msg_handler;\n }\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n var comm_promise = google.colab.kernel.comms.open(comm_id)\n comm_promise.then((comm) => {\n window.PyViz.comms[comm_id] = comm;\n if (msg_handler) {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n var content = {data: message.data};\n var metadata = message.metadata || {comm_id};\n var msg = {content, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n }\n }) \n var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n return comm_promise.then((comm) => {\n comm.send(data, metadata, buffers, disposeOnDone);\n });\n };\n var comm = {\n send: sendClosure\n };\n }\n window.PyViz.comms[comm_id] = comm;\n return comm;\n }\n window.PyViz.comm_manager = new JupyterCommManager();\n \n\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n var div = document.createElement(\"div\");\n var script = document.createElement(\"script\");\n node.appendChild(div);\n node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n var output_area = handle.output_area;\n var output = handle.output;\n if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n return\n }\n var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n if (id !== undefined) {\n var nchildren = toinsert.length;\n var html_node = toinsert[nchildren-1].children[0];\n html_node.innerHTML = output.data[HTML_MIME_TYPE];\n var scripts = [];\n var nodelist = html_node.querySelectorAll(\"script\");\n for (var i in nodelist) {\n if (nodelist.hasOwnProperty(i)) {\n scripts.push(nodelist[i])\n }\n }\n\n scripts.forEach( function (oldScript) {\n var newScript = document.createElement(\"script\");\n var attrs = [];\n var nodemap = oldScript.attributes;\n for (var j in nodemap) {\n if (nodemap.hasOwnProperty(j)) {\n attrs.push(nodemap[j])\n }\n }\n attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n oldScript.parentNode.replaceChild(newScript, oldScript);\n });\n if (JS_MIME_TYPE in output.data) {\n toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n }\n output_area._hv_plot_id = id;\n if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n window.PyViz.plot_index[id] = Bokeh.index[id];\n } else {\n window.PyViz.plot_index[id] = null;\n }\n } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n var bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n var script_attrs = bk_div.children[0].attributes;\n for (var i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n var id = handle.cell.output_area._hv_plot_id;\n var server_id = handle.cell.output_area._bokeh_server_id;\n if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n if (server_id !== null) {\n comm.send({event_type: 'server_delete', 'id': server_id});\n return;\n } else if (comm !== null) {\n comm.send({event_type: 'delete', 'id': id});\n }\n delete PyViz.plot_index[id];\n if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n var doc = window.Bokeh.index[id].model.document\n doc.clear();\n const i = window.Bokeh.documents.indexOf(doc);\n if (i > -1) {\n window.Bokeh.documents.splice(i, 1);\n }\n }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n delete PyViz.comms[\"hv-extension-comm\"];\n window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n handle_clear_output(event, {cell: {output_area: handle.output_area}})\n handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n var toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[0]);\n element.append(toinsert);\n return toinsert\n }\n\n events.on('output_added.OutputArea', handle_add_output);\n events.on('output_updated.OutputArea', handle_update_output);\n events.on('clear_output.CodeCell', handle_clear_output);\n events.on('delete.Cell', handle_clear_output);\n events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n safe: true,\n index: 0\n });\n}\n\nif (window.Jupyter !== undefined) {\n try {\n var events = require('base/js/events');\n var OutputArea = require('notebook/js/outputarea').OutputArea;\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n } catch(err) {\n }\n}\n" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "(function(root) {\n", + " function now() {\n", + " return new Date();\n", + " }\n", + "\n", + " var force = true;\n", + " var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", + " var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n", + " var reloading = true;\n", + " var Bokeh = root.Bokeh;\n", + " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + "\n", + " if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n", + " root._bokeh_timeout = Date.now() + 5000;\n", + " root._bokeh_failed_load = false;\n", + " }\n", + "\n", + " function run_callbacks() {\n", + " try {\n", + " root._bokeh_onload_callbacks.forEach(function(callback) {\n", + " if (callback != null)\n", + " callback();\n", + " });\n", + " } finally {\n", + " delete root._bokeh_onload_callbacks;\n", + " }\n", + " console.debug(\"Bokeh: all callbacks have finished\");\n", + " }\n", + "\n", + " function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n", + " if (css_urls == null) css_urls = [];\n", + " if (js_urls == null) js_urls = [];\n", + " if (js_modules == null) js_modules = [];\n", + " if (js_exports == null) js_exports = {};\n", + "\n", + " root._bokeh_onload_callbacks.push(callback);\n", + "\n", + " if (root._bokeh_is_loading > 0) {\n", + " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", + " return null;\n", + " }\n", + " if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n", + " run_callbacks();\n", + " return null;\n", + " }\n", + " if (!reloading) {\n", + " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", + " }\n", + "\n", + " function on_load() {\n", + " root._bokeh_is_loading--;\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", + " run_callbacks()\n", + " }\n", + " }\n", + " window._bokeh_on_load = on_load\n", + "\n", + " function on_error() {\n", + " console.error(\"failed to load \" + url);\n", + " }\n", + "\n", + " var skip = [];\n", + " if (window.requirejs) {\n", + " window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n", + " require([\"jspanel\"], function(jsPanel) {\n", + "\twindow.jsPanel = jsPanel\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-modal\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-tooltip\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-hint\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-layout\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-contextmenu\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-dock\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"gridstack\"], function(GridStack) {\n", + "\twindow.GridStack = GridStack\n", + "\ton_load()\n", + " })\n", + " require([\"notyf\"], function() {\n", + "\ton_load()\n", + " })\n", + " root._bokeh_is_loading = css_urls.length + 9;\n", + " } else {\n", + " root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n", + " }\n", + "\n", + " var existing_stylesheets = []\n", + " var links = document.getElementsByTagName('link')\n", + " for (var i = 0; i < links.length; i++) {\n", + " var link = links[i]\n", + " if (link.href != null) {\n", + "\texisting_stylesheets.push(link.href)\n", + " }\n", + " }\n", + " for (var i = 0; i < css_urls.length; i++) {\n", + " var url = css_urls[i];\n", + " if (existing_stylesheets.indexOf(url) !== -1) {\n", + "\ton_load()\n", + "\tcontinue;\n", + " }\n", + " const element = document.createElement(\"link\");\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.rel = \"stylesheet\";\n", + " element.type = \"text/css\";\n", + " element.href = url;\n", + " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", + " document.body.appendChild(element);\n", + " } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } var existing_scripts = []\n", + " var scripts = document.getElementsByTagName('script')\n", + " for (var i = 0; i < scripts.length; i++) {\n", + " var script = scripts[i]\n", + " if (script.src != null) {\n", + "\texisting_scripts.push(script.src)\n", + " }\n", + " }\n", + " for (var i = 0; i < js_urls.length; i++) {\n", + " var url = js_urls[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (var i = 0; i < js_modules.length; i++) {\n", + " var url = js_modules[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (const name in js_exports) {\n", + " var url = js_exports[name];\n", + " if (skip.indexOf(url) >= 0 || root[name] != null) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " element.textContent = `\n", + " import ${name} from \"${url}\"\n", + " window.${name} = ${name}\n", + " window._bokeh_on_load()\n", + " `\n", + " document.head.appendChild(element);\n", + " }\n", + " if (!js_urls.length && !js_modules.length) {\n", + " on_load()\n", + " }\n", + " };\n", + "\n", + " function inject_raw_css(css) {\n", + " const element = document.createElement(\"style\");\n", + " element.appendChild(document.createTextNode(css));\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " var js_urls = [];\n", + " var js_modules = [];\n", + " var js_exports = {};\n", + " var css_urls = [];\n", + " var inline_js = [ function(Bokeh) {\n", + " Bokeh.set_log_level(\"info\");\n", + " },\n", + "function(Bokeh) {} // ensure no trailing comma for IE\n", + " ];\n", + "\n", + " function run_inline_js() {\n", + " if ((root.Bokeh !== undefined) || (force === true)) {\n", + " for (var i = 0; i < inline_js.length; i++) {\n", + " inline_js[i].call(root, root.Bokeh);\n", + " }\n", + " // Cache old bokeh versions\n", + " if (Bokeh != undefined && !reloading) {\n", + "\tvar NewBokeh = root.Bokeh;\n", + "\tif (Bokeh.versions === undefined) {\n", + "\t Bokeh.versions = new Map();\n", + "\t}\n", + "\tif (NewBokeh.version !== Bokeh.version) {\n", + "\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n", + "\t}\n", + "\troot.Bokeh = Bokeh;\n", + " }} else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(run_inline_js, 100);\n", + " } else if (!root._bokeh_failed_load) {\n", + " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", + " root._bokeh_failed_load = true;\n", + " }\n", + " root._bokeh_is_initializing = false\n", + " }\n", + "\n", + " function load_or_wait() {\n", + " // Implement a backoff loop that tries to ensure we do not load multiple\n", + " // versions of Bokeh and its dependencies at the same time.\n", + " // In recent versions we use the root._bokeh_is_initializing flag\n", + " // to determine whether there is an ongoing attempt to initialize\n", + " // bokeh, however for backward compatibility we also try to ensure\n", + " // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n", + " // before older versions are fully initialized.\n", + " if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n", + " root._bokeh_is_initializing = false;\n", + " root._bokeh_onload_callbacks = undefined;\n", + " console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n", + " load_or_wait();\n", + " } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n", + " setTimeout(load_or_wait, 100);\n", + " } else {\n", + " Bokeh = root.Bokeh;\n", + " bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + " root._bokeh_is_initializing = true\n", + " root._bokeh_onload_callbacks = []\n", + " if (!reloading && (!bokeh_loaded || is_dev)) {\n", + "\troot.Bokeh = undefined;\n", + " }\n", + " load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n", + "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", + "\trun_inline_js();\n", + " });\n", + " }\n", + " }\n", + " // Give older versions of the autoload script a head-start to ensure\n", + " // they initialize before we start loading newer version.\n", + " setTimeout(load_or_wait, 100)\n", + "}(window));" + ], + "application/vnd.holoviews_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n var reloading = true;\n var Bokeh = root.Bokeh;\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks;\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n if (js_modules == null) js_modules = [];\n if (js_exports == null) js_exports = {};\n\n root._bokeh_onload_callbacks.push(callback);\n\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n run_callbacks();\n return null;\n }\n if (!reloading) {\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n }\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n window._bokeh_on_load = on_load\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n var skip = [];\n if (window.requirejs) {\n window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n require([\"jspanel-tooltip\"], function() {\n\ton_load()\n })\n require([\"jspanel-hint\"], function() {\n\ton_load()\n })\n require([\"jspanel-layout\"], function() {\n\ton_load()\n })\n require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n })\n require([\"jspanel-dock\"], function() {\n\ton_load()\n })\n require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n })\n require([\"notyf\"], function() {\n\ton_load()\n })\n root._bokeh_is_loading = css_urls.length + 9;\n } else {\n root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n }\n\n var existing_stylesheets = []\n var links = document.getElementsByTagName('link')\n for (var i = 0; i < links.length; i++) {\n var link = links[i]\n if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n }\n }\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n }\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } var existing_scripts = []\n var scripts = document.getElementsByTagName('script')\n for (var i = 0; i < scripts.length; i++) {\n var script = scripts[i]\n if (script.src != null) {\n\texisting_scripts.push(script.src)\n }\n }\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (const name in js_exports) {\n var url = js_exports[name];\n if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onerror = on_error;\n element.async = false;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n element.textContent = `\n import ${name} from \"${url}\"\n window.${name} = ${name}\n window._bokeh_on_load()\n `\n document.head.appendChild(element);\n }\n if (!js_urls.length && !js_modules.length) {\n on_load()\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n var js_urls = [];\n var js_modules = [];\n var js_exports = {};\n var css_urls = [];\n var inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n ];\n\n function run_inline_js() {\n if ((root.Bokeh !== undefined) || (force === true)) {\n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n // Cache old bokeh versions\n if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n }\n root._bokeh_is_initializing = false\n }\n\n function load_or_wait() {\n // Implement a backoff loop that tries to ensure we do not load multiple\n // versions of Bokeh and its dependencies at the same time.\n // In recent versions we use the root._bokeh_is_initializing flag\n // to determine whether there is an ongoing attempt to initialize\n // bokeh, however for backward compatibility we also try to ensure\n // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n // before older versions are fully initialized.\n if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n root._bokeh_is_initializing = false;\n root._bokeh_onload_callbacks = undefined;\n console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n load_or_wait();\n } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n setTimeout(load_or_wait, 100);\n } else {\n Bokeh = root.Bokeh;\n bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n if (!reloading && (!bokeh_loaded || is_dev)) {\n\troot.Bokeh = undefined;\n }\n load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n });\n }\n }\n // Give older versions of the autoload script a head-start to ensure\n // they initialize before we start loading newer version.\n setTimeout(load_or_wait, 100)\n}(window));" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n", + " window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n", + "}\n", + "\n", + "\n", + " function JupyterCommManager() {\n", + " }\n", + "\n", + " JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n", + " if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " comm_manager.register_target(comm_id, function(comm) {\n", + " comm.on_msg(msg_handler);\n", + " });\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n", + " comm.onMsg = msg_handler;\n", + " });\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " console.log(message)\n", + " var content = {data: message.data, comm_id};\n", + " var buffers = []\n", + " for (var buffer of message.buffers || []) {\n", + " buffers.push(new DataView(buffer))\n", + " }\n", + " var metadata = message.metadata || {};\n", + " var msg = {content, buffers, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " })\n", + " }\n", + " }\n", + "\n", + " JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n", + " if (comm_id in window.PyViz.comms) {\n", + " return window.PyViz.comms[comm_id];\n", + " } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n", + " if (msg_handler) {\n", + " comm.on_msg(msg_handler);\n", + " }\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n", + " comm.open();\n", + " if (msg_handler) {\n", + " comm.onMsg = msg_handler;\n", + " }\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " var comm_promise = google.colab.kernel.comms.open(comm_id)\n", + " comm_promise.then((comm) => {\n", + " window.PyViz.comms[comm_id] = comm;\n", + " if (msg_handler) {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " var content = {data: message.data};\n", + " var metadata = message.metadata || {comm_id};\n", + " var msg = {content, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " }) \n", + " var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n", + " return comm_promise.then((comm) => {\n", + " comm.send(data, metadata, buffers, disposeOnDone);\n", + " });\n", + " };\n", + " var comm = {\n", + " send: sendClosure\n", + " };\n", + " }\n", + " window.PyViz.comms[comm_id] = comm;\n", + " return comm;\n", + " }\n", + " window.PyViz.comm_manager = new JupyterCommManager();\n", + " \n", + "\n", + "\n", + "var JS_MIME_TYPE = 'application/javascript';\n", + "var HTML_MIME_TYPE = 'text/html';\n", + "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n", + "var CLASS_NAME = 'output';\n", + "\n", + "/**\n", + " * Render data to the DOM node\n", + " */\n", + "function render(props, node) {\n", + " var div = document.createElement(\"div\");\n", + " var script = document.createElement(\"script\");\n", + " node.appendChild(div);\n", + " node.appendChild(script);\n", + "}\n", + "\n", + "/**\n", + " * Handle when a new output is added\n", + " */\n", + "function handle_add_output(event, handle) {\n", + " var output_area = handle.output_area;\n", + " var output = handle.output;\n", + " if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", + " return\n", + " }\n", + " var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", + " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", + " if (id !== undefined) {\n", + " var nchildren = toinsert.length;\n", + " var html_node = toinsert[nchildren-1].children[0];\n", + " html_node.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var scripts = [];\n", + " var nodelist = html_node.querySelectorAll(\"script\");\n", + " for (var i in nodelist) {\n", + " if (nodelist.hasOwnProperty(i)) {\n", + " scripts.push(nodelist[i])\n", + " }\n", + " }\n", + "\n", + " scripts.forEach( function (oldScript) {\n", + " var newScript = document.createElement(\"script\");\n", + " var attrs = [];\n", + " var nodemap = oldScript.attributes;\n", + " for (var j in nodemap) {\n", + " if (nodemap.hasOwnProperty(j)) {\n", + " attrs.push(nodemap[j])\n", + " }\n", + " }\n", + " attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n", + " newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n", + " oldScript.parentNode.replaceChild(newScript, oldScript);\n", + " });\n", + " if (JS_MIME_TYPE in output.data) {\n", + " toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n", + " }\n", + " output_area._hv_plot_id = id;\n", + " if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n", + " window.PyViz.plot_index[id] = Bokeh.index[id];\n", + " } else {\n", + " window.PyViz.plot_index[id] = null;\n", + " }\n", + " } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", + " var bk_div = document.createElement(\"div\");\n", + " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var script_attrs = bk_div.children[0].attributes;\n", + " for (var i = 0; i < script_attrs.length; i++) {\n", + " toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n", + " }\n", + " // store reference to server id on output_area\n", + " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle when an output is cleared or removed\n", + " */\n", + "function handle_clear_output(event, handle) {\n", + " var id = handle.cell.output_area._hv_plot_id;\n", + " var server_id = handle.cell.output_area._bokeh_server_id;\n", + " if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n", + " var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n", + " if (server_id !== null) {\n", + " comm.send({event_type: 'server_delete', 'id': server_id});\n", + " return;\n", + " } else if (comm !== null) {\n", + " comm.send({event_type: 'delete', 'id': id});\n", + " }\n", + " delete PyViz.plot_index[id];\n", + " if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n", + " var doc = window.Bokeh.index[id].model.document\n", + " doc.clear();\n", + " const i = window.Bokeh.documents.indexOf(doc);\n", + " if (i > -1) {\n", + " window.Bokeh.documents.splice(i, 1);\n", + " }\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle kernel restart event\n", + " */\n", + "function handle_kernel_cleanup(event, handle) {\n", + " delete PyViz.comms[\"hv-extension-comm\"];\n", + " window.PyViz.plot_index = {}\n", + "}\n", + "\n", + "/**\n", + " * Handle update_display_data messages\n", + " */\n", + "function handle_update_output(event, handle) {\n", + " handle_clear_output(event, {cell: {output_area: handle.output_area}})\n", + " handle_add_output(event, handle)\n", + "}\n", + "\n", + "function register_renderer(events, OutputArea) {\n", + " function append_mime(data, metadata, element) {\n", + " // create a DOM node to render to\n", + " var toinsert = this.create_output_subarea(\n", + " metadata,\n", + " CLASS_NAME,\n", + " EXEC_MIME_TYPE\n", + " );\n", + " this.keyboard_manager.register_events(toinsert);\n", + " // Render to node\n", + " var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", + " render(props, toinsert[0]);\n", + " element.append(toinsert);\n", + " return toinsert\n", + " }\n", + "\n", + " events.on('output_added.OutputArea', handle_add_output);\n", + " events.on('output_updated.OutputArea', handle_update_output);\n", + " events.on('clear_output.CodeCell', handle_clear_output);\n", + " events.on('delete.Cell', handle_clear_output);\n", + " events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n", + "\n", + " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", + " safe: true,\n", + " index: 0\n", + " });\n", + "}\n", + "\n", + "if (window.Jupyter !== undefined) {\n", + " try {\n", + " var events = require('base/js/events');\n", + " var OutputArea = require('notebook/js/outputarea').OutputArea;\n", + " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", + " register_renderer(events, OutputArea);\n", + " }\n", + " } catch(err) {\n", + " }\n", + "}\n" + ], + "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n function JupyterCommManager() {\n }\n\n JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n comm_manager.register_target(comm_id, function(comm) {\n comm.on_msg(msg_handler);\n });\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n comm.onMsg = msg_handler;\n });\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n console.log(message)\n var content = {data: message.data, comm_id};\n var buffers = []\n for (var buffer of message.buffers || []) {\n buffers.push(new DataView(buffer))\n }\n var metadata = message.metadata || {};\n var msg = {content, buffers, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n })\n }\n }\n\n JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n if (comm_id in window.PyViz.comms) {\n return window.PyViz.comms[comm_id];\n } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n if (msg_handler) {\n comm.on_msg(msg_handler);\n }\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n comm.open();\n if (msg_handler) {\n comm.onMsg = msg_handler;\n }\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n var comm_promise = google.colab.kernel.comms.open(comm_id)\n comm_promise.then((comm) => {\n window.PyViz.comms[comm_id] = comm;\n if (msg_handler) {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n var content = {data: message.data};\n var metadata = message.metadata || {comm_id};\n var msg = {content, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n }\n }) \n var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n return comm_promise.then((comm) => {\n comm.send(data, metadata, buffers, disposeOnDone);\n });\n };\n var comm = {\n send: sendClosure\n };\n }\n window.PyViz.comms[comm_id] = comm;\n return comm;\n }\n window.PyViz.comm_manager = new JupyterCommManager();\n \n\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n var div = document.createElement(\"div\");\n var script = document.createElement(\"script\");\n node.appendChild(div);\n node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n var output_area = handle.output_area;\n var output = handle.output;\n if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n return\n }\n var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n if (id !== undefined) {\n var nchildren = toinsert.length;\n var html_node = toinsert[nchildren-1].children[0];\n html_node.innerHTML = output.data[HTML_MIME_TYPE];\n var scripts = [];\n var nodelist = html_node.querySelectorAll(\"script\");\n for (var i in nodelist) {\n if (nodelist.hasOwnProperty(i)) {\n scripts.push(nodelist[i])\n }\n }\n\n scripts.forEach( function (oldScript) {\n var newScript = document.createElement(\"script\");\n var attrs = [];\n var nodemap = oldScript.attributes;\n for (var j in nodemap) {\n if (nodemap.hasOwnProperty(j)) {\n attrs.push(nodemap[j])\n }\n }\n attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n oldScript.parentNode.replaceChild(newScript, oldScript);\n });\n if (JS_MIME_TYPE in output.data) {\n toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n }\n output_area._hv_plot_id = id;\n if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n window.PyViz.plot_index[id] = Bokeh.index[id];\n } else {\n window.PyViz.plot_index[id] = null;\n }\n } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n var bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n var script_attrs = bk_div.children[0].attributes;\n for (var i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n var id = handle.cell.output_area._hv_plot_id;\n var server_id = handle.cell.output_area._bokeh_server_id;\n if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n if (server_id !== null) {\n comm.send({event_type: 'server_delete', 'id': server_id});\n return;\n } else if (comm !== null) {\n comm.send({event_type: 'delete', 'id': id});\n }\n delete PyViz.plot_index[id];\n if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n var doc = window.Bokeh.index[id].model.document\n doc.clear();\n const i = window.Bokeh.documents.indexOf(doc);\n if (i > -1) {\n window.Bokeh.documents.splice(i, 1);\n }\n }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n delete PyViz.comms[\"hv-extension-comm\"];\n window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n handle_clear_output(event, {cell: {output_area: handle.output_area}})\n handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n var toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[0]);\n element.append(toinsert);\n return toinsert\n }\n\n events.on('output_added.OutputArea', handle_add_output);\n events.on('output_updated.OutputArea', handle_update_output);\n events.on('clear_output.CodeCell', handle_clear_output);\n events.on('delete.Cell', handle_clear_output);\n events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n safe: true,\n index: 0\n });\n}\n\nif (window.Jupyter !== undefined) {\n try {\n var events = require('base/js/events');\n var OutputArea = require('notebook/js/outputarea').OutputArea;\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n } catch(err) {\n }\n}\n" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Khai báo các thư viện cần thiết\n", + "from new_import import *\n", + "\n", + "# Khai báo đường dẫn đến kết quả phân loại và kết quả thực tế của địa phương\n", + "KD_path = \"ThuanHoa/KhoanhDat/ThuanHoa_TKDD2022.shp\"\n", + "KetQuaPhanLoaiDat = \"KetQuaPhanLoaiDat_new.tif\"" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "9416dfdf-fac0-489b-a8ca-3d88b9c53247", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# khai báo các loại đất ứng với các mã đất phân loại được\n", + "CODE_MAP = {\n", + " \"BHK\": 2,\n", + " \"CLN\": 3,\n", + " \"DGD\": 6,\n", + " \"DGT\": 6,\n", + " \"DNL\": 6,\n", + " \"DRA\": 6,\n", + " \"DSH\": 6,\n", + " \"DTL\": 5,\n", + " \"DTS\": 6,\n", + " \"DYT\": 6,\n", + " \"LUC\": 1,\n", + " \"NKH\": 3,\n", + " \"NTD\": 6,\n", + " \"NTS\": 4,\n", + " \"ONT\": 6,\n", + " \"SKC\": 6,\n", + " \"SKX\": 6,\n", + " \"SON\": 5,\n", + " \"TMD\": 6,\n", + " \"TON\": 6,\n", + " \"TSC\": 6,\n", + "}\n", + "\n", + "# Khai báo các nhãn phân loại đất ứng với 3 loại đất chính\n", + "HT_MAP = {\n", + " \"NN\": {\"name\": \"Đất Nông Nghiệp\", \"data\": [1, 2, 3, 4]},\n", + " \"PNN\": {\"name\": \"Đất Phi Nông Nghiệp\", \"data\": [6]},\n", + " \"TQ\": {\"name\": \"Đất Thổ Quả\", \"data\": [15]},\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "5d0d03c0-a2a8-4572-a0de-e08f5cad9842", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "process NN\n", + "process PNN\n", + "process TQ\n" + ] + } + ], + "source": [ + "# Tiến hành chồng lắp\n", + "result = compare(KD_path, KetQuaPhanLoaiDat, CODE_MAP, HT_MAP)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "cb6f13ef-f6b5-401c-8f79-27ac84522fc0", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# cấu hình màu cho các loại sử dụng đất\n", + "colors = [\n", + " \"#abcee9\",\n", + " \"#ffffc0\",\n", + " \"#c4ff9e\",\n", + " \"#ffd6a8\",\n", + " \"#93ddda\",\n", + " \"#1aeef7\",\n", + " \"#ffa7f2\",\n", + " \"#33ee33\",\n", + "]\n", + "labels = [\"Lúa tôm\", \"Lúa\", \"CHN\", \"CLN\", \"TS\", \"Sông\", \"Đất xây dựng\", \"Rừng\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "f5229c56-8081-4232-b1e4-bbd129bc29c4", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "save ThuanHoa/KetQua/NN.tif\n", + "save ThuanHoa/KetQua/PNN.tif\n", + "save ThuanHoa/KetQua/TQ.tif\n" + ] + } + ], + "source": [ + "# Lưu kết quả\n", + "save_result(result, HT_MAP)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "3460451b-4d64-47c6-9f1d-621237b6f89b", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": {}, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.holoviews_exec.v0+json": "", + "text/html": [ + "
\n", + "
\n", + "
\n", + "" + ], + "text/plain": [ + ":DynamicMap [name]\n", + " :Image [y,x] (value)" + ] + }, + "execution_count": 6, + "metadata": { + "application/vnd.holoviews_exec.v0+json": { + "id": "p1003" + } + }, + "output_type": "execute_result" + } + ], + "source": [ + "# hiển thị kết quả\n", + "xx = []\n", + "\n", + "for k, v in result.items():\n", + " rs = merge_arrays(v, nodata=np.nan)\n", + " xx.append(rs.squeeze(drop=True))\n", + "xx = xr.concat(xx, pd.Index([HT_MAP[x][\"name\"] for x in HT_MAP], name=\"name\"))\n", + "\n", + "colorval = list(range(len(colors)))\n", + "options = {\n", + " \"cmap\": colors,\n", + " \"clim\": (0, 8),\n", + " \"aspect\": \"equal\",\n", + " \"height\": 400,\n", + " \"colorbar_opts\": {\n", + " \"major_label_overrides\": dict(zip(colorval, labels)),\n", + " \"major_label_text_align\": \"left\",\n", + " \"ticker\": FixedTicker(ticks=colorval),\n", + " },\n", + "}\n", + "\n", + "xx.hvplot(\n", + " groupby=\"name\",\n", + " rasterize=True, # Use Datashader, particularly useful for dask arrays\n", + " aggregator=reductions.mode(), # Datashader selects mode value, requires 'hv.Image'\n", + ").options(opts.Image(**options))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/KetQuaPhanLoaiDat_new.tif b/KetQuaPhanLoaiDat_new.tif new file mode 100644 index 0000000..8506048 Binary files /dev/null and b/KetQuaPhanLoaiDat_new.tif differ diff --git a/deafrica_tools/__pycache__/__init__.cpython-310.pyc b/deafrica_tools/__pycache__/__init__.cpython-310.pyc index 95a646e..de019de 100644 Binary files a/deafrica_tools/__pycache__/__init__.cpython-310.pyc and b/deafrica_tools/__pycache__/__init__.cpython-310.pyc differ diff --git a/deafrica_tools/__pycache__/bandindices.cpython-310.pyc b/deafrica_tools/__pycache__/bandindices.cpython-310.pyc index f4eb3d9..2d0f05a 100644 Binary files a/deafrica_tools/__pycache__/bandindices.cpython-310.pyc and b/deafrica_tools/__pycache__/bandindices.cpython-310.pyc differ diff --git a/model_train/model_new.joblib b/model_train/model_new.joblib new file mode 100644 index 0000000..eec26fc Binary files /dev/null and b/model_train/model_new.joblib differ diff --git a/new_import.py b/new_import.py index c65771a..6f1e52a 100644 --- a/new_import.py +++ b/new_import.py @@ -85,7 +85,7 @@ def load_data(dc, date_range, longtitude_range, latitude_range): } native_crs = notebook_utils.mostcommon_crs(dc, query) print(f'Most common native CRS: {native_crs}') - measurements = ['blue', 'green', 'red', 'nir', 'scl'] + measurements = [ 'red', 'nir', 'scl'] load_params = { 'measurements': measurements, # Selected measurement or alias names diff --git a/new_train.ipynb b/new_train.ipynb new file mode 100644 index 0000000..67c7ee3 --- /dev/null +++ b/new_train.ipynb @@ -0,0 +1,3728 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 49, + "id": "db6b50b8-f9c5-4ee9-b93f-ed38a89156ba", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 300 µs, sys: 172 µs, total: 472 µs\n", + "Wall time: 484 µs\n" + ] + } + ], + "source": [ + "%%time \n", + "%matplotlib inline\n", + "from new_import import *" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "bfdefd7d-90d2-43bf-aa58-ebb4caef0f85", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "An existing cluster was found. Connecting to: easihub.26c21d10c6f44900aa4429853b81ac3f\n", + "CPU times: user 762 ms, sys: 26.3 ms, total: 788 ms\n", + "Wall time: 1 s\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "
\n", + "
\n", + "

Client

\n", + "

Client-e689cc55-7343-11ef-82c8-eab95fd56520

\n", + " \n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "
Connection method: Cluster objectCluster type: dask_gateway.GatewayCluster
\n", + " Dashboard: https://hub.asia.easi-eo.solutions/services/dask-gateway/clusters/easihub.26c21d10c6f44900aa4429853b81ac3f/status\n", + "
\n", + "\n", + " \n", + " \n", + " \n", + "\n", + " \n", + "
\n", + "

Cluster Info

\n", + "
\n", + "

GatewayCluster

\n", + " \n", + "
\n", + "\n", + "
\n", + " \n", + "\n", + "
\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%%time\n", + "# Cấu hình Daskgateway\n", + "cluster, client = notebook_utils.initialize_dask(use_gateway=True, workers=(1,10))\n", + "# Khai báo 1 Datacube là dc\n", + "dc = datacube.Datacube()\n", + "\n", + "# Cấu hình truy cập dịch vụ S3\n", + "configure_s3_access(aws_unsigned=False, requester_pays=True, client=client)\n", + "\n", + "client" + ] + }, + { + "cell_type": "markdown", + "id": "657547be-5136-439b-b194-e5944c905138", + "metadata": {}, + "source": [ + "LOAD VH, VV" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "a0a8a450-3725-48d8-837e-2f19c2e6db59", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "## cấu hình thời gian lấy ảnh và tọa độ\n", + "date_range = ('2022-09-01', '2023-10-01')\n", + "longtitude_range = (105.5, 106.4)\n", + "latitude_range = (9.2, 10.0) " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "05c2a58f-d0e5-4b20-9320-de05897cbdf7", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "## cấu hình dữ liệu train và vh vv file\n", + "train_path = \"train/ST_training data_updated_1130points.shp\" # đường dẫn shp file train\n", + "name_vh = \"vh-0922_0923-full_ST.tif\"\n", + "name_vv = \"vv-0922_0923-full_ST.tif\"\n", + "\n", + "\n", + "train = load_train_data(train_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "33471ca1-6e5a-403e-b9af-2e7b45c1d892", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# %%time\n", + "# ## tải về dữ liệu sen1\n", + "# import os\n", + "# if not os.path.exists(name_vh):\n", + "# !aws s3 cp s3://easi-asia-dc-data/staging/ctu/sentinel-1/vh-0922_0923-full_ST.tif vh-0922_0923-full_ST.tif\n", + "# if not os.path.exists(name_vv):\n", + "# !aws s3 cp s3://easi-asia-dc-data/staging/ctu/sentinel-1/vv-0922_0923-full_ST.tif vv-0922_0923-full_ST.tif" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6ebfc48a-2bed-4909-b495-6bbfd3f3cc6f", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "8471dbbf-c3c6-4f03-94b0-11795b8d2062", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "

Dataset size: 21.60 GB

" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset>\n",
+       "Dimensions:      (time: 33, y: 8874, x: 9902)\n",
+       "Coordinates:\n",
+       "  * time         (time) datetime64[ns] 2022-09-06T22:46:14.500000 ... 2023-09...\n",
+       "  * y            (y) float64 1.106e+06 1.106e+06 ... 1.017e+06 1.017e+06\n",
+       "  * x            (x) float64 5.548e+05 5.548e+05 ... 6.538e+05 6.538e+05\n",
+       "    spatial_ref  int32 32648\n",
+       "Data variables:\n",
+       "    vv           (time, y, x) float32 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "    vh           (time, y, x) float32 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "Attributes:\n",
+       "    crs:           EPSG:32648\n",
+       "    grid_mapping:  spatial_ref
" + ], + "text/plain": [ + "\n", + "Dimensions: (time: 33, y: 8874, x: 9902)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 2022-09-06T22:46:14.500000 ... 2023-09...\n", + " * y (y) float64 1.106e+06 1.106e+06 ... 1.017e+06 1.017e+06\n", + " * x (x) float64 5.548e+05 5.548e+05 ... 6.538e+05 6.538e+05\n", + " spatial_ref int32 32648\n", + "Data variables:\n", + " vv (time, y, x) float32 dask.array\n", + " vh (time, y, x) float32 dask.array\n", + "Attributes:\n", + " crs: EPSG:32648\n", + " grid_mapping: spatial_ref" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds = dc.load(\n", + " product=\"sentinel1_grd_gamma0_20m\",\n", + " x=(105.5, 106.4),\n", + " y=(9.2, 10.0),\n", + " time=(\"2022-09-01\", \"2023-10-01\"),\n", + " measurements=[\"vv\", \"vh\"],\n", + " output_crs=\"EPSG:32648\",\n", + " resolution=(-10,10),\n", + " dask_chunks={\"x\":2048, \"y\":2048},\n", + " skip_broken_datasets=True,\n", + " group_by=\"solar_day\"\n", + ")\n", + "notebook_utils.heading(notebook_utils.xarray_object_size(ds))\n", + "ds" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "3b51729a-3cdc-4ec5-957d-6861c0338dd8", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.DataArray 'vv' (time: 33, y: 8874, x: 9902)>\n",
+       "dask.array<dc_load_vv, shape=(33, 8874, 9902), dtype=float32, chunksize=(1, 2048, 2048), chunktype=numpy.ndarray>\n",
+       "Coordinates:\n",
+       "  * time         (time) datetime64[ns] 2022-09-06T22:46:14.500000 ... 2023-09...\n",
+       "  * y            (y) float64 1.106e+06 1.106e+06 ... 1.017e+06 1.017e+06\n",
+       "  * x            (x) float64 5.548e+05 5.548e+05 ... 6.538e+05 6.538e+05\n",
+       "    spatial_ref  int32 32648\n",
+       "Attributes:\n",
+       "    units:         intensity\n",
+       "    nodata:        nan\n",
+       "    crs:           EPSG:32648\n",
+       "    grid_mapping:  spatial_ref
" + ], + "text/plain": [ + "\n", + "dask.array\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 2022-09-06T22:46:14.500000 ... 2023-09...\n", + " * y (y) float64 1.106e+06 1.106e+06 ... 1.017e+06 1.017e+06\n", + " * x (x) float64 5.548e+05 5.548e+05 ... 6.538e+05 6.538e+05\n", + " spatial_ref int32 32648\n", + "Attributes:\n", + " units: intensity\n", + " nodata: nan\n", + " crs: EPSG:32648\n", + " grid_mapping: spatial_ref" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vv_data = ds.vv\n", + "vv_data\n" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "8e5fd090-d355-45bd-ba1b-b95d0584dd8c", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.DataArray (band: 13, y: 7680, x: 8687)>\n",
+       "[867310080 values with dtype=float64]\n",
+       "Coordinates:\n",
+       "  * band         (band) int64 1 2 3 4 5 6 7 8 9 10 11 12 13\n",
+       "  * x            (x) float64 5.597e+05 5.597e+05 ... 6.465e+05 6.465e+05\n",
+       "  * y            (y) float64 1.099e+06 1.099e+06 ... 1.022e+06 1.022e+06\n",
+       "    spatial_ref  int64 0\n",
+       "Attributes:\n",
+       "    AREA_OR_POINT:        Area\n",
+       "    TIFFTAG_XRESOLUTION:  1\n",
+       "    TIFFTAG_YRESOLUTION:  1\n",
+       "    scale_factor:         1.0\n",
+       "    add_offset:           0.0
" + ], + "text/plain": [ + "\n", + "[867310080 values with dtype=float64]\n", + "Coordinates:\n", + " * band (band) int64 1 2 3 4 5 6 7 8 9 10 11 12 13\n", + " * x (x) float64 5.597e+05 5.597e+05 ... 6.465e+05 6.465e+05\n", + " * y (y) float64 1.099e+06 1.099e+06 ... 1.022e+06 1.022e+06\n", + " spatial_ref int64 0\n", + "Attributes:\n", + " AREA_OR_POINT: Area\n", + " TIFFTAG_XRESOLUTION: 1\n", + " TIFFTAG_YRESOLUTION: 1\n", + " scale_factor: 1.0\n", + " add_offset: 0.0" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dsvh, dsvv = load_sen1(name_vh, name_vv)\n", + "dsvv" + ] + }, + { + "cell_type": "markdown", + "id": "26f1d256-48cf-40a2-8de4-6ec7ea220bca", + "metadata": {}, + "source": [ + "LOAD SENTINEL 2\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "68e134d5-1b22-4b10-bdcb-d65d178e30d2", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Most common native CRS: EPSG:32648\n", + "No datasets require offset correction\n", + "The valid_data_mask and scale (no offset) have been applied to the reflectance bands\n" + ] + }, + { + "data": { + "text/html": [ + "

Dataset size: 210.07 GB

" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset>\n",
+       "Dimensions:      (time: 151, y: 8874, x: 9902)\n",
+       "Coordinates:\n",
+       "  * time         (time) datetime64[ns] 2022-09-02T03:35:23.960000 ... 2023-09...\n",
+       "  * y            (y) float64 1.106e+06 1.106e+06 ... 1.017e+06 1.017e+06\n",
+       "  * x            (x) float64 5.548e+05 5.548e+05 ... 6.538e+05 6.538e+05\n",
+       "    spatial_ref  int32 32648\n",
+       "Data variables:\n",
+       "    blue         (time, y, x) float32 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "    green        (time, y, x) float32 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "    red          (time, y, x) float32 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "    nir          (time, y, x) float32 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "    scl          (time, y, x) uint8 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "Attributes:\n",
+       "    crs:           EPSG:32648\n",
+       "    grid_mapping:  spatial_ref
" + ], + "text/plain": [ + "\n", + "Dimensions: (time: 151, y: 8874, x: 9902)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 2022-09-02T03:35:23.960000 ... 2023-09...\n", + " * y (y) float64 1.106e+06 1.106e+06 ... 1.017e+06 1.017e+06\n", + " * x (x) float64 5.548e+05 5.548e+05 ... 6.538e+05 6.538e+05\n", + " spatial_ref int32 32648\n", + "Data variables:\n", + " blue (time, y, x) float32 dask.array\n", + " green (time, y, x) float32 dask.array\n", + " red (time, y, x) float32 dask.array\n", + " nir (time, y, x) float32 dask.array\n", + " scl (time, y, x) uint8 dask.array\n", + "Attributes:\n", + " crs: EPSG:32648\n", + " grid_mapping: spatial_ref" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data = load_data(dc, date_range, longtitude_range, latitude_range)\n", + "notebook_utils.heading(notebook_utils.xarray_object_size(data))\n", + "display(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "0c1ac39c-7a78-425d-afbc-b04a7988f012", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
bitsvaluesdescription
qa[0, 1, 2, 3, 4, 5, 6, 7]{'0': 'no data', '1': 'saturated or defective'...Sen2Cor Scene Classification
\n", + "
" + ], + "text/plain": [ + " bits \\\n", + "qa [0, 1, 2, 3, 4, 5, 6, 7] \n", + "\n", + " values \\\n", + "qa {'0': 'no data', '1': 'saturated or defective'... \n", + "\n", + " description \n", + "qa Sen2Cor Scene Classification " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "{'0': 'no data',\n", + " '1': 'saturated or defective',\n", + " '2': 'dark area pixels',\n", + " '3': 'cloud shadows',\n", + " '4': 'vegetation',\n", + " '5': 'bare soils',\n", + " '6': 'water',\n", + " '7': 'unclassified',\n", + " '8': 'cloud medium probability',\n", + " '9': 'cloud high probability',\n", + " '10': 'thin cirrus',\n", + " '11': 'snow or ice'}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 2.06 s, sys: 84.8 ms, total: 2.14 s\n", + "Wall time: 2.14 s\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "d9ad365b4b3d46ca9d0d596113c0a9ce", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%%time\n", + "# Tiến hành loại bỏ các vị trí bị mây ảnh hưởng\n", + "result = mask_clean(data)\n", + "progress(result)" + ] + }, + { + "cell_type": "markdown", + "id": "cd57a554-a804-4d0f-ac69-136e34d089db", + "metadata": {}, + "source": [ + "CALCULATING THE MEAN VALUE AND FILL TO NAN POINT" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "973ac9b2-14fd-45e4-934c-b201ac51ec9e", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "6878e9bc108249bc9c0152ce6b16d463", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ds1 = calculate_indices(result, index='NDVI', satellite_mission='s2')\n", + "ndvi = ds1[\"NDVI\"]\n", + "average_ndvi = ndvi.resample(time='1M').mean().persist() ## tính mean cho từng tháng -> time = 12\n", + "progress(average_ndvi)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "5af8393a-e667-4c93-ae32-ca69ee9d9da7", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(13, 7680, 8687)" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dsvh.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "5b81db73-d533-483e-bab5-44d2c3eff64c", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "average_ndvi = average_ndvi.compute()\n", + "average_ndvi = average_ndvi[:, :dsvh.shape[1], :dsvh.shape[2]]" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "504a37be-62cc-4121-b0bf-46639cb82fe6", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 3.5 s, sys: 1.2 s, total: 4.7 s\n", + "Wall time: 4.69 s\n" + ] + } + ], + "source": [ + "%%time\n", + "filled_ds = average_ndvi.bfill(dim='time')\n", + "filled_ds = filled_ds.ffill(dim='time')\n" + ] + }, + { + "cell_type": "markdown", + "id": "2b6caa44-5793-4bac-ab67-d1e75d19aab3", + "metadata": {}, + "source": [ + "FIND NAN POINT AFTER FILLING AND FILLING AGAIN WITH LINEARREGRESSION ALGORITHM" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "0c47e46d-2c74-4b96-91b8-fcd5e46e7699", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of NaNs: 20800\n" + ] + } + ], + "source": [ + "nan_mask = filled_ds.isnull()\n", + "\n", + "# Print the NaN mask\n", + "# print(nan_mask)\n", + "\n", + "# Count the number of NaNs\n", + "num_nans = nan_mask.sum()\n", + "print(f'Number of NaNs: {num_nans.values}')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "ca51b1a5-2499-457b-bb99-65a950092270", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "from sklearn.preprocessing import PolynomialFeatures\n", + "from sklearn.linear_model import LinearRegression\n", + "from sklearn.ensemble import RandomForestRegressor\n", + "\n", + "mask = ~np.isnan(filled_ds)\n", + "X_train = np.stack([dsvh.values[mask], dsvv.values[mask]], axis=1)\n", + "y_train = filled_ds.values[mask]" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "c78559a3-a503-4dac-a21d-63b414f932a2", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
LinearRegression()
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
" + ], + "text/plain": [ + "LinearRegression()" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model = LinearRegression()\n", + "model.fit(X_train, y_train)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "6a987dee-50b3-46d0-8fcd-d8fefe44ecd8", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "X_pred = np.stack([dsvh.values[~mask], dsvv.values[~mask]], axis=1)\n", + "filled_ds.values[~mask] = model.predict(X_pred)" + ] + }, + { + "cell_type": "markdown", + "id": "146aa63d-217f-4c36-be36-e84a1ff3bf52", + "metadata": {}, + "source": [ + "MATCH LABEL TO DATASET" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "62024ea2-5b65-4aad-b1ea-66adb843f136", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 2.93 s, sys: 0 ns, total: 2.93 s\n", + "Wall time: 2.93 s\n" + ] + } + ], + "source": [ + "%%time\n", + "\n", + "# Takes 1 minute to complete.\n", + "loaded_datasets = {}\n", + "for idx, point in train.iterrows():\n", + " key = f\"point_{idx + 1}\"\n", + " try:\n", + " ndvi_data = filled_ds.sel(x=point.geometry.x, y=point.geometry.y, method='nearest').values\n", + " vh_data = dsvh.sel(x=point.geometry.x, y=point.geometry.y, method='nearest').values\n", + " vv_data = dsvv.sel(x=point.geometry.x, y=point.geometry.y, method='nearest').values\n", + " loaded_datasets[key] = {\n", + " \"data\": np.concatenate((ndvi_data, vh_data, vv_data)),\n", + " \"label\": point.HT_code\n", + " }\n", + " except Exception as e:\n", + " # loaded_datasets[key] = None\n", + " print(e)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "9d80765f-c25c-465e-8c99-582276477561", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "label_mapping = {\n", + " \"Lua tom\": \"0\",\n", + " \"Lua\": \"1\",\n", + " \"CHN\": \"2\",\n", + " \"CLN\": \"3\",\n", + " \"TS\": \"4\",\n", + " \"Song\": \"5\",\n", + " \"Dat xay dung\": \"6\",\n", + " \"Rung\": \"7\"\n", + "}\n", + "label_encoder = LabelEncoder()\n", + "\n", + "# Fit and transform the labels\n", + "labels = train.Hientrang.values\n", + "numeric_labels = label_encoder.fit_transform([label_mapping[label] for label in labels])" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "dc42088b-3aae-457f-bed8-206692121a37", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "X = []\n", + "x_new = []\n", + "lb_new = []\n", + "for k, v in loaded_datasets.items():\n", + " X.append(v)\n", + "for i in range(len(X)):\n", + " if X[i] is not None:\n", + " x_new.append(X[i][\"data\"])\n", + " lb_new.append(numeric_labels[i])" + ] + }, + { + "cell_type": "markdown", + "id": "6abe9a1b-55a6-48b0-a4ee-a1b2c7f209cf", + "metadata": {}, + "source": [ + "BUILDING DATASETS " + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "e4e234b9-88e0-4f72-bf61-02cd6c6a6cfe", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "X_train, X_temp, y_train, y_temp= train_test_split(x_new, lb_new, test_size=0.4, random_state=42)\n", + "X_val, X_test, y_val, y_test = train_test_split(X_temp, y_temp, test_size=0.5, random_state=42)" + ] + }, + { + "cell_type": "markdown", + "id": "717baa23-76b6-45e0-8e7b-42d7a79fe773", + "metadata": {}, + "source": [ + "TRAIN MODEL" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "131df37a-b1c0-4c16-9086-0ba0104fd803", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best Parameters: {'classifier': RandomForestClassifier(n_jobs=-1, random_state=42), 'classifier__criterion': 'gini', 'classifier__max_depth': 15, 'classifier__n_estimators': 300}\n", + "Accuracy: 86.0 %\n", + "CPU times: user 8.96 s, sys: 4.88 s, total: 13.8 s\n", + "Wall time: 26.8 s\n" + ] + } + ], + "source": [ + "%%time\n", + "from sklearn.pipeline import Pipeline\n", + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.model_selection import GridSearchCV\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from sklearn.neighbors import KNeighborsClassifier\n", + "from sklearn.naive_bayes import GaussianNB\n", + "from sklearn.svm import SVC\n", + "from sklearn.metrics import accuracy_score\n", + "\n", + "# Define the models\n", + "rf_model = RandomForestClassifier(random_state=42, n_jobs=-1)\n", + "knn_model = KNeighborsClassifier()\n", + "nb_model = GaussianNB()\n", + "svm_model = SVC()\n", + "\n", + "# Create a pipeline\n", + "pipeline = Pipeline([\n", + " ('scaler', StandardScaler()), # Apply scaling\n", + " ('classifier', rf_model) # Placeholder, will be set by param_grid\n", + "])\n", + "\n", + "# Define the parameter grid for each classifier\n", + "param_grid = [\n", + " # RandomForest\n", + " {\n", + " 'classifier': [rf_model],\n", + " 'classifier__n_estimators': [100, 300, 500, 700],\n", + " 'classifier__max_depth': [6, 8, 10, 15],\n", + " 'classifier__criterion': ['gini', 'entropy'],\n", + " },\n", + " # KNeighborsClassifier\n", + " {\n", + " 'classifier': [knn_model],\n", + " 'classifier__n_neighbors': [3, 5, 7, 9],\n", + " 'classifier__weights': ['uniform', 'distance'],\n", + " 'classifier__metric': ['euclidean', 'manhattan']\n", + " },\n", + " # Naive Bayes (GaussianNB doesn't have hyperparameters to tune here)\n", + " {\n", + " 'classifier': [nb_model],\n", + " },\n", + " # SVM\n", + " {\n", + " 'classifier': [svm_model],\n", + " 'classifier__C': [0.1, 1, 10, 100],\n", + " 'classifier__kernel': ['linear', 'rbf'],\n", + " 'classifier__gamma': ['scale', 'auto']\n", + " }\n", + "]\n", + "\n", + "# Use GridSearchCV to find the best classifier and hyperparameters\n", + "grid_search = GridSearchCV(pipeline, param_grid, cv=5, scoring='accuracy', n_jobs=-1)\n", + "grid_search.fit(X_train, y_train)\n", + "\n", + "# Print out the best parameters and classifier\n", + "best_params = grid_search.best_params_\n", + "print(\"Best Parameters:\", best_params)\n", + "\n", + "# Make predictions on the validation set\n", + "y_pred = grid_search.predict(X_val)\n", + "\n", + "# Evaluate the results\n", + "accuracy = accuracy_score(y_val, y_pred)\n", + "print(f\"Accuracy: {round(accuracy, 2)*100} %\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "bd2d4a3d-061d-4238-8fd9-ab4aaf062a2e", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy for test data 86.0 %\n" + ] + } + ], + "source": [ + "## check accuracy score\n", + "\n", + "y_pred_test = grid_search.predict(X_test)\n", + "test_accuracy = accuracy_score(y_test, y_pred_test)\n", + "print(f\"Accuracy for test data {round(test_accuracy, 2)*100} %\")" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "c5cd8314-c444-4bd4-a608-41e8a925ac51", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "['model_train/model_new2.joblib']" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dir_save_model = \"model_train\"\n", + "if not os.path.exists(dir_save_model):\n", + " os.mkdir(dir_save_model)\n", + "joblib.dump(grid_search, os.path.join(dir_save_model, \"model_new2.joblib\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "f11593ca-dcb4-4018-8142-2e933812878e", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "client.close()\n", + "cluster.close()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/processMask-test.ipynb b/processMask-test.ipynb new file mode 100644 index 0000000..d0f84a4 --- /dev/null +++ b/processMask-test.ipynb @@ -0,0 +1,4605 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "9eec2a86-1783-4f9d-8c2c-243142be5c35", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "application/javascript": [ + "(function(root) {\n", + " function now() {\n", + " return new Date();\n", + " }\n", + "\n", + " var force = true;\n", + " var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", + " var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n", + " var reloading = false;\n", + " var Bokeh = root.Bokeh;\n", + " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + "\n", + " if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n", + " root._bokeh_timeout = Date.now() + 5000;\n", + " root._bokeh_failed_load = false;\n", + " }\n", + "\n", + " function run_callbacks() {\n", + " try {\n", + " root._bokeh_onload_callbacks.forEach(function(callback) {\n", + " if (callback != null)\n", + " callback();\n", + " });\n", + " } finally {\n", + " delete root._bokeh_onload_callbacks;\n", + " }\n", + " console.debug(\"Bokeh: all callbacks have finished\");\n", + " }\n", + "\n", + " function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n", + " if (css_urls == null) css_urls = [];\n", + " if (js_urls == null) js_urls = [];\n", + " if (js_modules == null) js_modules = [];\n", + " if (js_exports == null) js_exports = {};\n", + "\n", + " root._bokeh_onload_callbacks.push(callback);\n", + "\n", + " if (root._bokeh_is_loading > 0) {\n", + " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", + " return null;\n", + " }\n", + " if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n", + " run_callbacks();\n", + " return null;\n", + " }\n", + " if (!reloading) {\n", + " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", + " }\n", + "\n", + " function on_load() {\n", + " root._bokeh_is_loading--;\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", + " run_callbacks()\n", + " }\n", + " }\n", + " window._bokeh_on_load = on_load\n", + "\n", + " function on_error() {\n", + " console.error(\"failed to load \" + url);\n", + " }\n", + "\n", + " var skip = [];\n", + " if (window.requirejs) {\n", + " window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n", + " require([\"jspanel\"], function(jsPanel) {\n", + "\twindow.jsPanel = jsPanel\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-modal\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-tooltip\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-hint\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-layout\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-contextmenu\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-dock\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"gridstack\"], function(GridStack) {\n", + "\twindow.GridStack = GridStack\n", + "\ton_load()\n", + " })\n", + " require([\"notyf\"], function() {\n", + "\ton_load()\n", + " })\n", + " root._bokeh_is_loading = css_urls.length + 9;\n", + " } else {\n", + " root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n", + " }\n", + "\n", + " var existing_stylesheets = []\n", + " var links = document.getElementsByTagName('link')\n", + " for (var i = 0; i < links.length; i++) {\n", + " var link = links[i]\n", + " if (link.href != null) {\n", + "\texisting_stylesheets.push(link.href)\n", + " }\n", + " }\n", + " for (var i = 0; i < css_urls.length; i++) {\n", + " var url = css_urls[i];\n", + " if (existing_stylesheets.indexOf(url) !== -1) {\n", + "\ton_load()\n", + "\tcontinue;\n", + " }\n", + " const element = document.createElement(\"link\");\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.rel = \"stylesheet\";\n", + " element.type = \"text/css\";\n", + " element.href = url;\n", + " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", + " document.body.appendChild(element);\n", + " } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } var existing_scripts = []\n", + " var scripts = document.getElementsByTagName('script')\n", + " for (var i = 0; i < scripts.length; i++) {\n", + " var script = scripts[i]\n", + " if (script.src != null) {\n", + "\texisting_scripts.push(script.src)\n", + " }\n", + " }\n", + " for (var i = 0; i < js_urls.length; i++) {\n", + " var url = js_urls[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (var i = 0; i < js_modules.length; i++) {\n", + " var url = js_modules[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (const name in js_exports) {\n", + " var url = js_exports[name];\n", + " if (skip.indexOf(url) >= 0 || root[name] != null) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " element.textContent = `\n", + " import ${name} from \"${url}\"\n", + " window.${name} = ${name}\n", + " window._bokeh_on_load()\n", + " `\n", + " document.head.appendChild(element);\n", + " }\n", + " if (!js_urls.length && !js_modules.length) {\n", + " on_load()\n", + " }\n", + " };\n", + "\n", + " function inject_raw_css(css) {\n", + " const element = document.createElement(\"style\");\n", + " element.appendChild(document.createTextNode(css));\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.3/dist/panel.min.js\"];\n", + " var js_modules = [];\n", + " var js_exports = {};\n", + " var css_urls = [];\n", + " var inline_js = [ function(Bokeh) {\n", + " Bokeh.set_log_level(\"info\");\n", + " },\n", + "function(Bokeh) {} // ensure no trailing comma for IE\n", + " ];\n", + "\n", + " function run_inline_js() {\n", + " if ((root.Bokeh !== undefined) || (force === true)) {\n", + " for (var i = 0; i < inline_js.length; i++) {\n", + " inline_js[i].call(root, root.Bokeh);\n", + " }\n", + " // Cache old bokeh versions\n", + " if (Bokeh != undefined && !reloading) {\n", + "\tvar NewBokeh = root.Bokeh;\n", + "\tif (Bokeh.versions === undefined) {\n", + "\t Bokeh.versions = new Map();\n", + "\t}\n", + "\tif (NewBokeh.version !== Bokeh.version) {\n", + "\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n", + "\t}\n", + "\troot.Bokeh = Bokeh;\n", + " }} else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(run_inline_js, 100);\n", + " } else if (!root._bokeh_failed_load) {\n", + " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", + " root._bokeh_failed_load = true;\n", + " }\n", + " root._bokeh_is_initializing = false\n", + " }\n", + "\n", + " function load_or_wait() {\n", + " // Implement a backoff loop that tries to ensure we do not load multiple\n", + " // versions of Bokeh and its dependencies at the same time.\n", + " // In recent versions we use the root._bokeh_is_initializing flag\n", + " // to determine whether there is an ongoing attempt to initialize\n", + " // bokeh, however for backward compatibility we also try to ensure\n", + " // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n", + " // before older versions are fully initialized.\n", + " if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n", + " root._bokeh_is_initializing = false;\n", + " root._bokeh_onload_callbacks = undefined;\n", + " console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n", + " load_or_wait();\n", + " } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n", + " setTimeout(load_or_wait, 100);\n", + " } else {\n", + " Bokeh = root.Bokeh;\n", + " bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + " root._bokeh_is_initializing = true\n", + " root._bokeh_onload_callbacks = []\n", + " if (!reloading && (!bokeh_loaded || is_dev)) {\n", + "\troot.Bokeh = undefined;\n", + " }\n", + " load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n", + "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", + "\trun_inline_js();\n", + " });\n", + " }\n", + " }\n", + " // Give older versions of the autoload script a head-start to ensure\n", + " // they initialize before we start loading newer version.\n", + " setTimeout(load_or_wait, 100)\n", + "}(window));" + ], + "application/vnd.holoviews_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n var reloading = false;\n var Bokeh = root.Bokeh;\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks;\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n if (js_modules == null) js_modules = [];\n if (js_exports == null) js_exports = {};\n\n root._bokeh_onload_callbacks.push(callback);\n\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n run_callbacks();\n return null;\n }\n if (!reloading) {\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n }\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n window._bokeh_on_load = on_load\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n var skip = [];\n if (window.requirejs) {\n window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n require([\"jspanel-tooltip\"], function() {\n\ton_load()\n })\n require([\"jspanel-hint\"], function() {\n\ton_load()\n })\n require([\"jspanel-layout\"], function() {\n\ton_load()\n })\n require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n })\n require([\"jspanel-dock\"], function() {\n\ton_load()\n })\n require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n })\n require([\"notyf\"], function() {\n\ton_load()\n })\n root._bokeh_is_loading = css_urls.length + 9;\n } else {\n root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n }\n\n var existing_stylesheets = []\n var links = document.getElementsByTagName('link')\n for (var i = 0; i < links.length; i++) {\n var link = links[i]\n if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n }\n }\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n }\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } var existing_scripts = []\n var scripts = document.getElementsByTagName('script')\n for (var i = 0; i < scripts.length; i++) {\n var script = scripts[i]\n if (script.src != null) {\n\texisting_scripts.push(script.src)\n }\n }\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (const name in js_exports) {\n var url = js_exports[name];\n if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onerror = on_error;\n element.async = false;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n element.textContent = `\n import ${name} from \"${url}\"\n window.${name} = ${name}\n window._bokeh_on_load()\n `\n document.head.appendChild(element);\n }\n if (!js_urls.length && !js_modules.length) {\n on_load()\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.3/dist/panel.min.js\"];\n var js_modules = [];\n var js_exports = {};\n var css_urls = [];\n var inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n ];\n\n function run_inline_js() {\n if ((root.Bokeh !== undefined) || (force === true)) {\n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n // Cache old bokeh versions\n if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n }\n root._bokeh_is_initializing = false\n }\n\n function load_or_wait() {\n // Implement a backoff loop that tries to ensure we do not load multiple\n // versions of Bokeh and its dependencies at the same time.\n // In recent versions we use the root._bokeh_is_initializing flag\n // to determine whether there is an ongoing attempt to initialize\n // bokeh, however for backward compatibility we also try to ensure\n // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n // before older versions are fully initialized.\n if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n root._bokeh_is_initializing = false;\n root._bokeh_onload_callbacks = undefined;\n console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n load_or_wait();\n } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n setTimeout(load_or_wait, 100);\n } else {\n Bokeh = root.Bokeh;\n bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n if (!reloading && (!bokeh_loaded || is_dev)) {\n\troot.Bokeh = undefined;\n }\n load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n });\n }\n }\n // Give older versions of the autoload script a head-start to ensure\n // they initialize before we start loading newer version.\n setTimeout(load_or_wait, 100)\n}(window));" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n", + " window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n", + "}\n", + "\n", + "\n", + " function JupyterCommManager() {\n", + " }\n", + "\n", + " JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n", + " if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " comm_manager.register_target(comm_id, function(comm) {\n", + " comm.on_msg(msg_handler);\n", + " });\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n", + " comm.onMsg = msg_handler;\n", + " });\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " console.log(message)\n", + " var content = {data: message.data, comm_id};\n", + " var buffers = []\n", + " for (var buffer of message.buffers || []) {\n", + " buffers.push(new DataView(buffer))\n", + " }\n", + " var metadata = message.metadata || {};\n", + " var msg = {content, buffers, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " })\n", + " }\n", + " }\n", + "\n", + " JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n", + " if (comm_id in window.PyViz.comms) {\n", + " return window.PyViz.comms[comm_id];\n", + " } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n", + " if (msg_handler) {\n", + " comm.on_msg(msg_handler);\n", + " }\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n", + " comm.open();\n", + " if (msg_handler) {\n", + " comm.onMsg = msg_handler;\n", + " }\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " var comm_promise = google.colab.kernel.comms.open(comm_id)\n", + " comm_promise.then((comm) => {\n", + " window.PyViz.comms[comm_id] = comm;\n", + " if (msg_handler) {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " var content = {data: message.data};\n", + " var metadata = message.metadata || {comm_id};\n", + " var msg = {content, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " }) \n", + " var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n", + " return comm_promise.then((comm) => {\n", + " comm.send(data, metadata, buffers, disposeOnDone);\n", + " });\n", + " };\n", + " var comm = {\n", + " send: sendClosure\n", + " };\n", + " }\n", + " window.PyViz.comms[comm_id] = comm;\n", + " return comm;\n", + " }\n", + " window.PyViz.comm_manager = new JupyterCommManager();\n", + " \n", + "\n", + "\n", + "var JS_MIME_TYPE = 'application/javascript';\n", + "var HTML_MIME_TYPE = 'text/html';\n", + "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n", + "var CLASS_NAME = 'output';\n", + "\n", + "/**\n", + " * Render data to the DOM node\n", + " */\n", + "function render(props, node) {\n", + " var div = document.createElement(\"div\");\n", + " var script = document.createElement(\"script\");\n", + " node.appendChild(div);\n", + " node.appendChild(script);\n", + "}\n", + "\n", + "/**\n", + " * Handle when a new output is added\n", + " */\n", + "function handle_add_output(event, handle) {\n", + " var output_area = handle.output_area;\n", + " var output = handle.output;\n", + " if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", + " return\n", + " }\n", + " var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", + " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", + " if (id !== undefined) {\n", + " var nchildren = toinsert.length;\n", + " var html_node = toinsert[nchildren-1].children[0];\n", + " html_node.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var scripts = [];\n", + " var nodelist = html_node.querySelectorAll(\"script\");\n", + " for (var i in nodelist) {\n", + " if (nodelist.hasOwnProperty(i)) {\n", + " scripts.push(nodelist[i])\n", + " }\n", + " }\n", + "\n", + " scripts.forEach( function (oldScript) {\n", + " var newScript = document.createElement(\"script\");\n", + " var attrs = [];\n", + " var nodemap = oldScript.attributes;\n", + " for (var j in nodemap) {\n", + " if (nodemap.hasOwnProperty(j)) {\n", + " attrs.push(nodemap[j])\n", + " }\n", + " }\n", + " attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n", + " newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n", + " oldScript.parentNode.replaceChild(newScript, oldScript);\n", + " });\n", + " if (JS_MIME_TYPE in output.data) {\n", + " toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n", + " }\n", + " output_area._hv_plot_id = id;\n", + " if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n", + " window.PyViz.plot_index[id] = Bokeh.index[id];\n", + " } else {\n", + " window.PyViz.plot_index[id] = null;\n", + " }\n", + " } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", + " var bk_div = document.createElement(\"div\");\n", + " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var script_attrs = bk_div.children[0].attributes;\n", + " for (var i = 0; i < script_attrs.length; i++) {\n", + " toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n", + " }\n", + " // store reference to server id on output_area\n", + " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle when an output is cleared or removed\n", + " */\n", + "function handle_clear_output(event, handle) {\n", + " var id = handle.cell.output_area._hv_plot_id;\n", + " var server_id = handle.cell.output_area._bokeh_server_id;\n", + " if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n", + " var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n", + " if (server_id !== null) {\n", + " comm.send({event_type: 'server_delete', 'id': server_id});\n", + " return;\n", + " } else if (comm !== null) {\n", + " comm.send({event_type: 'delete', 'id': id});\n", + " }\n", + " delete PyViz.plot_index[id];\n", + " if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n", + " var doc = window.Bokeh.index[id].model.document\n", + " doc.clear();\n", + " const i = window.Bokeh.documents.indexOf(doc);\n", + " if (i > -1) {\n", + " window.Bokeh.documents.splice(i, 1);\n", + " }\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle kernel restart event\n", + " */\n", + "function handle_kernel_cleanup(event, handle) {\n", + " delete PyViz.comms[\"hv-extension-comm\"];\n", + " window.PyViz.plot_index = {}\n", + "}\n", + "\n", + "/**\n", + " * Handle update_display_data messages\n", + " */\n", + "function handle_update_output(event, handle) {\n", + " handle_clear_output(event, {cell: {output_area: handle.output_area}})\n", + " handle_add_output(event, handle)\n", + "}\n", + "\n", + "function register_renderer(events, OutputArea) {\n", + " function append_mime(data, metadata, element) {\n", + " // create a DOM node to render to\n", + " var toinsert = this.create_output_subarea(\n", + " metadata,\n", + " CLASS_NAME,\n", + " EXEC_MIME_TYPE\n", + " );\n", + " this.keyboard_manager.register_events(toinsert);\n", + " // Render to node\n", + " var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", + " render(props, toinsert[0]);\n", + " element.append(toinsert);\n", + " return toinsert\n", + " }\n", + "\n", + " events.on('output_added.OutputArea', handle_add_output);\n", + " events.on('output_updated.OutputArea', handle_update_output);\n", + " events.on('clear_output.CodeCell', handle_clear_output);\n", + " events.on('delete.Cell', handle_clear_output);\n", + " events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n", + "\n", + " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", + " safe: true,\n", + " index: 0\n", + " });\n", + "}\n", + "\n", + "if (window.Jupyter !== undefined) {\n", + " try {\n", + " var events = require('base/js/events');\n", + " var OutputArea = require('notebook/js/outputarea').OutputArea;\n", + " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", + " register_renderer(events, OutputArea);\n", + " }\n", + " } catch(err) {\n", + " }\n", + "}\n" + ], + "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n function JupyterCommManager() {\n }\n\n JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n comm_manager.register_target(comm_id, function(comm) {\n comm.on_msg(msg_handler);\n });\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n comm.onMsg = msg_handler;\n });\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n console.log(message)\n var content = {data: message.data, comm_id};\n var buffers = []\n for (var buffer of message.buffers || []) {\n buffers.push(new DataView(buffer))\n }\n var metadata = message.metadata || {};\n var msg = {content, buffers, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n })\n }\n }\n\n JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n if (comm_id in window.PyViz.comms) {\n return window.PyViz.comms[comm_id];\n } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n if (msg_handler) {\n comm.on_msg(msg_handler);\n }\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n comm.open();\n if (msg_handler) {\n comm.onMsg = msg_handler;\n }\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n var comm_promise = google.colab.kernel.comms.open(comm_id)\n comm_promise.then((comm) => {\n window.PyViz.comms[comm_id] = comm;\n if (msg_handler) {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n var content = {data: message.data};\n var metadata = message.metadata || {comm_id};\n var msg = {content, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n }\n }) \n var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n return comm_promise.then((comm) => {\n comm.send(data, metadata, buffers, disposeOnDone);\n });\n };\n var comm = {\n send: sendClosure\n };\n }\n window.PyViz.comms[comm_id] = comm;\n return comm;\n }\n window.PyViz.comm_manager = new JupyterCommManager();\n \n\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n var div = document.createElement(\"div\");\n var script = document.createElement(\"script\");\n node.appendChild(div);\n node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n var output_area = handle.output_area;\n var output = handle.output;\n if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n return\n }\n var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n if (id !== undefined) {\n var nchildren = toinsert.length;\n var html_node = toinsert[nchildren-1].children[0];\n html_node.innerHTML = output.data[HTML_MIME_TYPE];\n var scripts = [];\n var nodelist = html_node.querySelectorAll(\"script\");\n for (var i in nodelist) {\n if (nodelist.hasOwnProperty(i)) {\n scripts.push(nodelist[i])\n }\n }\n\n scripts.forEach( function (oldScript) {\n var newScript = document.createElement(\"script\");\n var attrs = [];\n var nodemap = oldScript.attributes;\n for (var j in nodemap) {\n if (nodemap.hasOwnProperty(j)) {\n attrs.push(nodemap[j])\n }\n }\n attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n oldScript.parentNode.replaceChild(newScript, oldScript);\n });\n if (JS_MIME_TYPE in output.data) {\n toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n }\n output_area._hv_plot_id = id;\n if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n window.PyViz.plot_index[id] = Bokeh.index[id];\n } else {\n window.PyViz.plot_index[id] = null;\n }\n } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n var bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n var script_attrs = bk_div.children[0].attributes;\n for (var i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n var id = handle.cell.output_area._hv_plot_id;\n var server_id = handle.cell.output_area._bokeh_server_id;\n if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n if (server_id !== null) {\n comm.send({event_type: 'server_delete', 'id': server_id});\n return;\n } else if (comm !== null) {\n comm.send({event_type: 'delete', 'id': id});\n }\n delete PyViz.plot_index[id];\n if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n var doc = window.Bokeh.index[id].model.document\n doc.clear();\n const i = window.Bokeh.documents.indexOf(doc);\n if (i > -1) {\n window.Bokeh.documents.splice(i, 1);\n }\n }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n delete PyViz.comms[\"hv-extension-comm\"];\n window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n handle_clear_output(event, {cell: {output_area: handle.output_area}})\n handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n var toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[0]);\n element.append(toinsert);\n return toinsert\n }\n\n events.on('output_added.OutputArea', handle_add_output);\n events.on('output_updated.OutputArea', handle_update_output);\n events.on('clear_output.CodeCell', handle_clear_output);\n events.on('delete.Cell', handle_clear_output);\n events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n safe: true,\n index: 0\n });\n}\n\nif (window.Jupyter !== undefined) {\n try {\n var events = require('base/js/events');\n var OutputArea = require('notebook/js/outputarea').OutputArea;\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n } catch(err) {\n }\n}\n" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "(function(root) {\n", + " function now() {\n", + " return new Date();\n", + " }\n", + "\n", + " var force = true;\n", + " var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", + " var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n", + " var reloading = true;\n", + " var Bokeh = root.Bokeh;\n", + " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + "\n", + " if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n", + " root._bokeh_timeout = Date.now() + 5000;\n", + " root._bokeh_failed_load = false;\n", + " }\n", + "\n", + " function run_callbacks() {\n", + " try {\n", + " root._bokeh_onload_callbacks.forEach(function(callback) {\n", + " if (callback != null)\n", + " callback();\n", + " });\n", + " } finally {\n", + " delete root._bokeh_onload_callbacks;\n", + " }\n", + " console.debug(\"Bokeh: all callbacks have finished\");\n", + " }\n", + "\n", + " function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n", + " if (css_urls == null) css_urls = [];\n", + " if (js_urls == null) js_urls = [];\n", + " if (js_modules == null) js_modules = [];\n", + " if (js_exports == null) js_exports = {};\n", + "\n", + " root._bokeh_onload_callbacks.push(callback);\n", + "\n", + " if (root._bokeh_is_loading > 0) {\n", + " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", + " return null;\n", + " }\n", + " if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n", + " run_callbacks();\n", + " return null;\n", + " }\n", + " if (!reloading) {\n", + " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", + " }\n", + "\n", + " function on_load() {\n", + " root._bokeh_is_loading--;\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", + " run_callbacks()\n", + " }\n", + " }\n", + " window._bokeh_on_load = on_load\n", + "\n", + " function on_error() {\n", + " console.error(\"failed to load \" + url);\n", + " }\n", + "\n", + " var skip = [];\n", + " if (window.requirejs) {\n", + " window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n", + " require([\"jspanel\"], function(jsPanel) {\n", + "\twindow.jsPanel = jsPanel\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-modal\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-tooltip\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-hint\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-layout\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-contextmenu\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-dock\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"gridstack\"], function(GridStack) {\n", + "\twindow.GridStack = GridStack\n", + "\ton_load()\n", + " })\n", + " require([\"notyf\"], function() {\n", + "\ton_load()\n", + " })\n", + " root._bokeh_is_loading = css_urls.length + 9;\n", + " } else {\n", + " root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n", + " }\n", + "\n", + " var existing_stylesheets = []\n", + " var links = document.getElementsByTagName('link')\n", + " for (var i = 0; i < links.length; i++) {\n", + " var link = links[i]\n", + " if (link.href != null) {\n", + "\texisting_stylesheets.push(link.href)\n", + " }\n", + " }\n", + " for (var i = 0; i < css_urls.length; i++) {\n", + " var url = css_urls[i];\n", + " if (existing_stylesheets.indexOf(url) !== -1) {\n", + "\ton_load()\n", + "\tcontinue;\n", + " }\n", + " const element = document.createElement(\"link\");\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.rel = \"stylesheet\";\n", + " element.type = \"text/css\";\n", + " element.href = url;\n", + " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", + " document.body.appendChild(element);\n", + " } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } var existing_scripts = []\n", + " var scripts = document.getElementsByTagName('script')\n", + " for (var i = 0; i < scripts.length; i++) {\n", + " var script = scripts[i]\n", + " if (script.src != null) {\n", + "\texisting_scripts.push(script.src)\n", + " }\n", + " }\n", + " for (var i = 0; i < js_urls.length; i++) {\n", + " var url = js_urls[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (var i = 0; i < js_modules.length; i++) {\n", + " var url = js_modules[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (const name in js_exports) {\n", + " var url = js_exports[name];\n", + " if (skip.indexOf(url) >= 0 || root[name] != null) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " element.textContent = `\n", + " import ${name} from \"${url}\"\n", + " window.${name} = ${name}\n", + " window._bokeh_on_load()\n", + " `\n", + " document.head.appendChild(element);\n", + " }\n", + " if (!js_urls.length && !js_modules.length) {\n", + " on_load()\n", + " }\n", + " };\n", + "\n", + " function inject_raw_css(css) {\n", + " const element = document.createElement(\"style\");\n", + " element.appendChild(document.createTextNode(css));\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " var js_urls = [];\n", + " var js_modules = [];\n", + " var js_exports = {};\n", + " var css_urls = [];\n", + " var inline_js = [ function(Bokeh) {\n", + " Bokeh.set_log_level(\"info\");\n", + " },\n", + "function(Bokeh) {} // ensure no trailing comma for IE\n", + " ];\n", + "\n", + " function run_inline_js() {\n", + " if ((root.Bokeh !== undefined) || (force === true)) {\n", + " for (var i = 0; i < inline_js.length; i++) {\n", + " inline_js[i].call(root, root.Bokeh);\n", + " }\n", + " // Cache old bokeh versions\n", + " if (Bokeh != undefined && !reloading) {\n", + "\tvar NewBokeh = root.Bokeh;\n", + "\tif (Bokeh.versions === undefined) {\n", + "\t Bokeh.versions = new Map();\n", + "\t}\n", + "\tif (NewBokeh.version !== Bokeh.version) {\n", + "\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n", + "\t}\n", + "\troot.Bokeh = Bokeh;\n", + " }} else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(run_inline_js, 100);\n", + " } else if (!root._bokeh_failed_load) {\n", + " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", + " root._bokeh_failed_load = true;\n", + " }\n", + " root._bokeh_is_initializing = false\n", + " }\n", + "\n", + " function load_or_wait() {\n", + " // Implement a backoff loop that tries to ensure we do not load multiple\n", + " // versions of Bokeh and its dependencies at the same time.\n", + " // In recent versions we use the root._bokeh_is_initializing flag\n", + " // to determine whether there is an ongoing attempt to initialize\n", + " // bokeh, however for backward compatibility we also try to ensure\n", + " // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n", + " // before older versions are fully initialized.\n", + " if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n", + " root._bokeh_is_initializing = false;\n", + " root._bokeh_onload_callbacks = undefined;\n", + " console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n", + " load_or_wait();\n", + " } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n", + " setTimeout(load_or_wait, 100);\n", + " } else {\n", + " Bokeh = root.Bokeh;\n", + " bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + " root._bokeh_is_initializing = true\n", + " root._bokeh_onload_callbacks = []\n", + " if (!reloading && (!bokeh_loaded || is_dev)) {\n", + "\troot.Bokeh = undefined;\n", + " }\n", + " load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n", + "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", + "\trun_inline_js();\n", + " });\n", + " }\n", + " }\n", + " // Give older versions of the autoload script a head-start to ensure\n", + " // they initialize before we start loading newer version.\n", + " setTimeout(load_or_wait, 100)\n", + "}(window));" + ], + "application/vnd.holoviews_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n var reloading = true;\n var Bokeh = root.Bokeh;\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks;\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n if (js_modules == null) js_modules = [];\n if (js_exports == null) js_exports = {};\n\n root._bokeh_onload_callbacks.push(callback);\n\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n run_callbacks();\n return null;\n }\n if (!reloading) {\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n }\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n window._bokeh_on_load = on_load\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n var skip = [];\n if (window.requirejs) {\n window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n require([\"jspanel-tooltip\"], function() {\n\ton_load()\n })\n require([\"jspanel-hint\"], function() {\n\ton_load()\n })\n require([\"jspanel-layout\"], function() {\n\ton_load()\n })\n require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n })\n require([\"jspanel-dock\"], function() {\n\ton_load()\n })\n require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n })\n require([\"notyf\"], function() {\n\ton_load()\n })\n root._bokeh_is_loading = css_urls.length + 9;\n } else {\n root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n }\n\n var existing_stylesheets = []\n var links = document.getElementsByTagName('link')\n for (var i = 0; i < links.length; i++) {\n var link = links[i]\n if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n }\n }\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n }\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } var existing_scripts = []\n var scripts = document.getElementsByTagName('script')\n for (var i = 0; i < scripts.length; i++) {\n var script = scripts[i]\n if (script.src != null) {\n\texisting_scripts.push(script.src)\n }\n }\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (const name in js_exports) {\n var url = js_exports[name];\n if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onerror = on_error;\n element.async = false;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n element.textContent = `\n import ${name} from \"${url}\"\n window.${name} = ${name}\n window._bokeh_on_load()\n `\n document.head.appendChild(element);\n }\n if (!js_urls.length && !js_modules.length) {\n on_load()\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n var js_urls = [];\n var js_modules = [];\n var js_exports = {};\n var css_urls = [];\n var inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n ];\n\n function run_inline_js() {\n if ((root.Bokeh !== undefined) || (force === true)) {\n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n // Cache old bokeh versions\n if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n }\n root._bokeh_is_initializing = false\n }\n\n function load_or_wait() {\n // Implement a backoff loop that tries to ensure we do not load multiple\n // versions of Bokeh and its dependencies at the same time.\n // In recent versions we use the root._bokeh_is_initializing flag\n // to determine whether there is an ongoing attempt to initialize\n // bokeh, however for backward compatibility we also try to ensure\n // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n // before older versions are fully initialized.\n if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n root._bokeh_is_initializing = false;\n root._bokeh_onload_callbacks = undefined;\n console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n load_or_wait();\n } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n setTimeout(load_or_wait, 100);\n } else {\n Bokeh = root.Bokeh;\n bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n if (!reloading && (!bokeh_loaded || is_dev)) {\n\troot.Bokeh = undefined;\n }\n load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n });\n }\n }\n // Give older versions of the autoload script a head-start to ensure\n // they initialize before we start loading newer version.\n setTimeout(load_or_wait, 100)\n}(window));" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n", + " window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n", + "}\n", + "\n", + "\n", + " function JupyterCommManager() {\n", + " }\n", + "\n", + " JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n", + " if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " comm_manager.register_target(comm_id, function(comm) {\n", + " comm.on_msg(msg_handler);\n", + " });\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n", + " comm.onMsg = msg_handler;\n", + " });\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " console.log(message)\n", + " var content = {data: message.data, comm_id};\n", + " var buffers = []\n", + " for (var buffer of message.buffers || []) {\n", + " buffers.push(new DataView(buffer))\n", + " }\n", + " var metadata = message.metadata || {};\n", + " var msg = {content, buffers, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " })\n", + " }\n", + " }\n", + "\n", + " JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n", + " if (comm_id in window.PyViz.comms) {\n", + " return window.PyViz.comms[comm_id];\n", + " } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n", + " if (msg_handler) {\n", + " comm.on_msg(msg_handler);\n", + " }\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n", + " comm.open();\n", + " if (msg_handler) {\n", + " comm.onMsg = msg_handler;\n", + " }\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " var comm_promise = google.colab.kernel.comms.open(comm_id)\n", + " comm_promise.then((comm) => {\n", + " window.PyViz.comms[comm_id] = comm;\n", + " if (msg_handler) {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " var content = {data: message.data};\n", + " var metadata = message.metadata || {comm_id};\n", + " var msg = {content, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " }) \n", + " var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n", + " return comm_promise.then((comm) => {\n", + " comm.send(data, metadata, buffers, disposeOnDone);\n", + " });\n", + " };\n", + " var comm = {\n", + " send: sendClosure\n", + " };\n", + " }\n", + " window.PyViz.comms[comm_id] = comm;\n", + " return comm;\n", + " }\n", + " window.PyViz.comm_manager = new JupyterCommManager();\n", + " \n", + "\n", + "\n", + "var JS_MIME_TYPE = 'application/javascript';\n", + "var HTML_MIME_TYPE = 'text/html';\n", + "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n", + "var CLASS_NAME = 'output';\n", + "\n", + "/**\n", + " * Render data to the DOM node\n", + " */\n", + "function render(props, node) {\n", + " var div = document.createElement(\"div\");\n", + " var script = document.createElement(\"script\");\n", + " node.appendChild(div);\n", + " node.appendChild(script);\n", + "}\n", + "\n", + "/**\n", + " * Handle when a new output is added\n", + " */\n", + "function handle_add_output(event, handle) {\n", + " var output_area = handle.output_area;\n", + " var output = handle.output;\n", + " if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", + " return\n", + " }\n", + " var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", + " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", + " if (id !== undefined) {\n", + " var nchildren = toinsert.length;\n", + " var html_node = toinsert[nchildren-1].children[0];\n", + " html_node.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var scripts = [];\n", + " var nodelist = html_node.querySelectorAll(\"script\");\n", + " for (var i in nodelist) {\n", + " if (nodelist.hasOwnProperty(i)) {\n", + " scripts.push(nodelist[i])\n", + " }\n", + " }\n", + "\n", + " scripts.forEach( function (oldScript) {\n", + " var newScript = document.createElement(\"script\");\n", + " var attrs = [];\n", + " var nodemap = oldScript.attributes;\n", + " for (var j in nodemap) {\n", + " if (nodemap.hasOwnProperty(j)) {\n", + " attrs.push(nodemap[j])\n", + " }\n", + " }\n", + " attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n", + " newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n", + " oldScript.parentNode.replaceChild(newScript, oldScript);\n", + " });\n", + " if (JS_MIME_TYPE in output.data) {\n", + " toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n", + " }\n", + " output_area._hv_plot_id = id;\n", + " if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n", + " window.PyViz.plot_index[id] = Bokeh.index[id];\n", + " } else {\n", + " window.PyViz.plot_index[id] = null;\n", + " }\n", + " } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", + " var bk_div = document.createElement(\"div\");\n", + " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var script_attrs = bk_div.children[0].attributes;\n", + " for (var i = 0; i < script_attrs.length; i++) {\n", + " toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n", + " }\n", + " // store reference to server id on output_area\n", + " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle when an output is cleared or removed\n", + " */\n", + "function handle_clear_output(event, handle) {\n", + " var id = handle.cell.output_area._hv_plot_id;\n", + " var server_id = handle.cell.output_area._bokeh_server_id;\n", + " if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n", + " var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n", + " if (server_id !== null) {\n", + " comm.send({event_type: 'server_delete', 'id': server_id});\n", + " return;\n", + " } else if (comm !== null) {\n", + " comm.send({event_type: 'delete', 'id': id});\n", + " }\n", + " delete PyViz.plot_index[id];\n", + " if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n", + " var doc = window.Bokeh.index[id].model.document\n", + " doc.clear();\n", + " const i = window.Bokeh.documents.indexOf(doc);\n", + " if (i > -1) {\n", + " window.Bokeh.documents.splice(i, 1);\n", + " }\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle kernel restart event\n", + " */\n", + "function handle_kernel_cleanup(event, handle) {\n", + " delete PyViz.comms[\"hv-extension-comm\"];\n", + " window.PyViz.plot_index = {}\n", + "}\n", + "\n", + "/**\n", + " * Handle update_display_data messages\n", + " */\n", + "function handle_update_output(event, handle) {\n", + " handle_clear_output(event, {cell: {output_area: handle.output_area}})\n", + " handle_add_output(event, handle)\n", + "}\n", + "\n", + "function register_renderer(events, OutputArea) {\n", + " function append_mime(data, metadata, element) {\n", + " // create a DOM node to render to\n", + " var toinsert = this.create_output_subarea(\n", + " metadata,\n", + " CLASS_NAME,\n", + " EXEC_MIME_TYPE\n", + " );\n", + " this.keyboard_manager.register_events(toinsert);\n", + " // Render to node\n", + " var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", + " render(props, toinsert[0]);\n", + " element.append(toinsert);\n", + " return toinsert\n", + " }\n", + "\n", + " events.on('output_added.OutputArea', handle_add_output);\n", + " events.on('output_updated.OutputArea', handle_update_output);\n", + " events.on('clear_output.CodeCell', handle_clear_output);\n", + " events.on('delete.Cell', handle_clear_output);\n", + " events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n", + "\n", + " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", + " safe: true,\n", + " index: 0\n", + " });\n", + "}\n", + "\n", + "if (window.Jupyter !== undefined) {\n", + " try {\n", + " var events = require('base/js/events');\n", + " var OutputArea = require('notebook/js/outputarea').OutputArea;\n", + " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", + " register_renderer(events, OutputArea);\n", + " }\n", + " } catch(err) {\n", + " }\n", + "}\n" + ], + "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n function JupyterCommManager() {\n }\n\n JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n comm_manager.register_target(comm_id, function(comm) {\n comm.on_msg(msg_handler);\n });\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n comm.onMsg = msg_handler;\n });\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n console.log(message)\n var content = {data: message.data, comm_id};\n var buffers = []\n for (var buffer of message.buffers || []) {\n buffers.push(new DataView(buffer))\n }\n var metadata = message.metadata || {};\n var msg = {content, buffers, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n })\n }\n }\n\n JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n if (comm_id in window.PyViz.comms) {\n return window.PyViz.comms[comm_id];\n } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n if (msg_handler) {\n comm.on_msg(msg_handler);\n }\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n comm.open();\n if (msg_handler) {\n comm.onMsg = msg_handler;\n }\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n var comm_promise = google.colab.kernel.comms.open(comm_id)\n comm_promise.then((comm) => {\n window.PyViz.comms[comm_id] = comm;\n if (msg_handler) {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n var content = {data: message.data};\n var metadata = message.metadata || {comm_id};\n var msg = {content, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n }\n }) \n var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n return comm_promise.then((comm) => {\n comm.send(data, metadata, buffers, disposeOnDone);\n });\n };\n var comm = {\n send: sendClosure\n };\n }\n window.PyViz.comms[comm_id] = comm;\n return comm;\n }\n window.PyViz.comm_manager = new JupyterCommManager();\n \n\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n var div = document.createElement(\"div\");\n var script = document.createElement(\"script\");\n node.appendChild(div);\n node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n var output_area = handle.output_area;\n var output = handle.output;\n if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n return\n }\n var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n if (id !== undefined) {\n var nchildren = toinsert.length;\n var html_node = toinsert[nchildren-1].children[0];\n html_node.innerHTML = output.data[HTML_MIME_TYPE];\n var scripts = [];\n var nodelist = html_node.querySelectorAll(\"script\");\n for (var i in nodelist) {\n if (nodelist.hasOwnProperty(i)) {\n scripts.push(nodelist[i])\n }\n }\n\n scripts.forEach( function (oldScript) {\n var newScript = document.createElement(\"script\");\n var attrs = [];\n var nodemap = oldScript.attributes;\n for (var j in nodemap) {\n if (nodemap.hasOwnProperty(j)) {\n attrs.push(nodemap[j])\n }\n }\n attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n oldScript.parentNode.replaceChild(newScript, oldScript);\n });\n if (JS_MIME_TYPE in output.data) {\n toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n }\n output_area._hv_plot_id = id;\n if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n window.PyViz.plot_index[id] = Bokeh.index[id];\n } else {\n window.PyViz.plot_index[id] = null;\n }\n } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n var bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n var script_attrs = bk_div.children[0].attributes;\n for (var i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n var id = handle.cell.output_area._hv_plot_id;\n var server_id = handle.cell.output_area._bokeh_server_id;\n if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n if (server_id !== null) {\n comm.send({event_type: 'server_delete', 'id': server_id});\n return;\n } else if (comm !== null) {\n comm.send({event_type: 'delete', 'id': id});\n }\n delete PyViz.plot_index[id];\n if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n var doc = window.Bokeh.index[id].model.document\n doc.clear();\n const i = window.Bokeh.documents.indexOf(doc);\n if (i > -1) {\n window.Bokeh.documents.splice(i, 1);\n }\n }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n delete PyViz.comms[\"hv-extension-comm\"];\n window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n handle_clear_output(event, {cell: {output_area: handle.output_area}})\n handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n var toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[0]);\n element.append(toinsert);\n return toinsert\n }\n\n events.on('output_added.OutputArea', handle_add_output);\n events.on('output_updated.OutputArea', handle_update_output);\n events.on('clear_output.CodeCell', handle_clear_output);\n events.on('delete.Cell', handle_clear_output);\n events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n safe: true,\n index: 0\n });\n}\n\nif (window.Jupyter !== undefined) {\n try {\n var events = require('base/js/events');\n var OutputArea = require('notebook/js/outputarea').OutputArea;\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n } catch(err) {\n }\n}\n" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 13.6 s, sys: 4.16 s, total: 17.8 s\n", + "Wall time: 11.4 s\n" + ] + } + ], + "source": [ + "%%time\n", + "%matplotlib inline\n", + "from new_import import *" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "20e98f76-f879-4999-9caa-9698c4c40b0f", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Starting new cluster.\n", + "CPU times: user 800 ms, sys: 34.9 ms, total: 834 ms\n", + "Wall time: 4min 6s\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "
\n", + "
\n", + "

Client

\n", + "

Client-563499c8-6ea8-11ef-8068-722e5175e0bd

\n", + " \n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "
Connection method: Cluster objectCluster type: dask_gateway.GatewayCluster
\n", + " Dashboard: https://hub.asia.easi-eo.solutions/services/dask-gateway/clusters/easihub.09ba2acfb6f14695b1ade20816ec5742/status\n", + "
\n", + "\n", + " \n", + " \n", + " \n", + "\n", + " \n", + "
\n", + "

Cluster Info

\n", + "
\n", + "

GatewayCluster

\n", + " \n", + "
\n", + "\n", + "
\n", + " \n", + "\n", + "
\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%%time\n", + "# Dask gateway\n", + "cluster, client = notebook_utils.initialize_dask(use_gateway=True, workers=(1,4))\n", + "dc = datacube.Datacube()\n", + "\n", + "# Configure s3 access\n", + "configure_s3_access(aws_unsigned=False, requester_pays=True, client=client)\n", + "\n", + "client" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "bdd90d49-48ad-4aa3-b2c5-d81c4cfd3127", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "## cấu hình thời gian lấy ảnh và tọa độ\n", + "# date_range = ('2022-09-01', '2023-10-01')\n", + "# longtitude_range = (105.86575, 105.94120)\n", + "# latitude_range = (9.65070, 9.69850)\n", + "date_range = ('2022-09-01', '2023-10-01')\n", + "longtitude_range = (105.5, 106.4)\n", + "latitude_range = (9.2, 10.0) " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "307e0fd1-0030-47bd-9a1d-3a42c0c7c9a1", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Most common native CRS: EPSG:32648\n", + "No datasets require offset correction\n", + "The valid_data_mask and scale (no offset) have been applied to the reflectance bands\n" + ] + }, + { + "data": { + "text/html": [ + "

Dataset size: 210.07 GB

" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset>\n",
+       "Dimensions:      (time: 151, y: 8874, x: 9902)\n",
+       "Coordinates:\n",
+       "  * time         (time) datetime64[ns] 2022-09-02T03:35:23.960000 ... 2023-09...\n",
+       "  * y            (y) float64 1.106e+06 1.106e+06 ... 1.017e+06 1.017e+06\n",
+       "  * x            (x) float64 5.548e+05 5.548e+05 ... 6.538e+05 6.538e+05\n",
+       "    spatial_ref  int32 32648\n",
+       "Data variables:\n",
+       "    blue         (time, y, x) float32 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "    green        (time, y, x) float32 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "    red          (time, y, x) float32 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "    nir          (time, y, x) float32 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "    scl          (time, y, x) uint8 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "Attributes:\n",
+       "    crs:           EPSG:32648\n",
+       "    grid_mapping:  spatial_ref
" + ], + "text/plain": [ + "\n", + "Dimensions: (time: 151, y: 8874, x: 9902)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 2022-09-02T03:35:23.960000 ... 2023-09...\n", + " * y (y) float64 1.106e+06 1.106e+06 ... 1.017e+06 1.017e+06\n", + " * x (x) float64 5.548e+05 5.548e+05 ... 6.538e+05 6.538e+05\n", + " spatial_ref int32 32648\n", + "Data variables:\n", + " blue (time, y, x) float32 dask.array\n", + " green (time, y, x) float32 dask.array\n", + " red (time, y, x) float32 dask.array\n", + " nir (time, y, x) float32 dask.array\n", + " scl (time, y, x) uint8 dask.array\n", + "Attributes:\n", + " crs: EPSG:32648\n", + " grid_mapping: spatial_ref" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "## truy vấn ảnh vệ tinh sen2\n", + "data = load_data(dc, date_range, longtitude_range, latitude_range)\n", + "notebook_utils.heading(notebook_utils.xarray_object_size(data))\n", + "display(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "56f9b785-21cb-4e37-ab3b-52d51cbcb782", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# Specify the start and end times \n", + "min_date = '2022-09-01' # Thời gian bắt đầu lấy data cho quá trình train\n", + "max_date = '2023-10-01' # Thời gian kết thúc lấy data cho quá trình train\n", + "# Just do 1 month for testing\n", + "# max_date = '2022-10-01' # Thời gian kết thúc lấy data cho quá trình train\n", + "\n", + "# Specify a spatail region to search using latitude/longitude cooridinates\n", + "min_longitude, max_longitude = (105.5, 106.4)\n", + "min_latitude, max_latitude = (9.2, 10.0)\n", + "\n", + "# Specify the product. In this case we want to use Sentinel-2 Level-2A data\n", + "product = 's2_l2a'\n", + "\n", + "# Construct the search query dictionary\n", + "query = {\n", + " 'product': product, # Product name\n", + " 'x': (min_longitude, max_longitude), # \"x\" axis bounds\n", + " 'y': (min_latitude, max_latitude), # \"y\" axis bounds\n", + " 'time': (min_date, max_date), # Any parsable date strings\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "23ec5035-6989-40ae-acf0-f0917e45f0e1", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Most common native CRS: EPSG:32648\n" + ] + } + ], + "source": [ + "# Most common CRS\n", + "native_crs = notebook_utils.mostcommon_crs(dc, query)\n", + "print(f'Most common native CRS: {native_crs}')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "317db083-3549-40d9-b0b4-fec5bec8a8bf", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# Specify the spectral band measurements we want to use for a classification algorithm\n", + "measurements = ['red', 'nir', 'scl']\n", + "\n", + "load_params = {\n", + " 'measurements': measurements, # Selected measurement or alias names\n", + " 'output_crs': native_crs, # Target EPSG code\n", + " 'resolution': (-10, 10), # Target resolution\n", + " 'group_by': 'solar_day', # Scene grouping\n", + " 'dask_chunks': {'x': 2048, 'y': 2048}, # Dask chunks\n", + "}\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "d23f9e0b-54fc-4993-a5ad-ed36624e2221", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No datasets require offset correction\n", + "The valid_data_mask and scale (no offset) have been applied to the reflectance bands\n" + ] + }, + { + "data": { + "text/html": [ + "

Dataset size: 111.21 GB

" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset>\n",
+       "Dimensions:      (time: 151, y: 8874, x: 9902)\n",
+       "Coordinates:\n",
+       "  * time         (time) datetime64[ns] 2022-09-02T03:35:23.960000 ... 2023-09...\n",
+       "  * y            (y) float64 1.106e+06 1.106e+06 ... 1.017e+06 1.017e+06\n",
+       "  * x            (x) float64 5.548e+05 5.548e+05 ... 6.538e+05 6.538e+05\n",
+       "    spatial_ref  int32 32648\n",
+       "Data variables:\n",
+       "    red          (time, y, x) float32 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "    nir          (time, y, x) float32 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "    scl          (time, y, x) uint8 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "Attributes:\n",
+       "    crs:           EPSG:32648\n",
+       "    grid_mapping:  spatial_ref
" + ], + "text/plain": [ + "\n", + "Dimensions: (time: 151, y: 8874, x: 9902)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 2022-09-02T03:35:23.960000 ... 2023-09...\n", + " * y (y) float64 1.106e+06 1.106e+06 ... 1.017e+06 1.017e+06\n", + " * x (x) float64 5.548e+05 5.548e+05 ... 6.538e+05 6.538e+05\n", + " spatial_ref int32 32648\n", + "Data variables:\n", + " red (time, y, x) float32 dask.array\n", + " nir (time, y, x) float32 dask.array\n", + " scl (time, y, x) uint8 dask.array\n", + "Attributes:\n", + " crs: EPSG:32648\n", + " grid_mapping: spatial_ref" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 1.57 s, sys: 177 µs, total: 1.57 s\n", + "Wall time: 1.66 s\n" + ] + } + ], + "source": [ + "%%time\n", + "# The replacement \"dc.load()\" function for this product\n", + "data = load_s2l2a_with_offset(\n", + " dc,\n", + " query | load_params # Combine the two dicts that contain our search and load parameters\n", + ")\n", + "\n", + "# This line prints the total size of the dataset hat was loaded\n", + "notebook_utils.heading(notebook_utils.xarray_object_size(data))\n", + "\n", + "display(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "21ea0244-f56e-4fa2-88ca-004e9cdf3d1a", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
bitsvaluesdescription
qa[0, 1, 2, 3, 4, 5, 6, 7]{'0': 'no data', '1': 'saturated or defective'...Sen2Cor Scene Classification
\n", + "
" + ], + "text/plain": [ + " bits \\\n", + "qa [0, 1, 2, 3, 4, 5, 6, 7] \n", + "\n", + " values \\\n", + "qa {'0': 'no data', '1': 'saturated or defective'... \n", + "\n", + " description \n", + "qa Sen2Cor Scene Classification " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "{'0': 'no data',\n", + " '1': 'saturated or defective',\n", + " '2': 'dark area pixels',\n", + " '3': 'cloud shadows',\n", + " '4': 'vegetation',\n", + " '5': 'bare soils',\n", + " '6': 'water',\n", + " '7': 'unclassified',\n", + " '8': 'cloud medium probability',\n", + " '9': 'cloud high probability',\n", + " '10': 'thin cirrus',\n", + " '11': 'snow or ice'}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 1.42 s, sys: 28.2 ms, total: 1.45 s\n", + "Wall time: 1.45 s\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "eeb00e1484b14b6bae5c426589be4641", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# %%time\n", + "# # Tiến hành loại bỏ các vị trí bị mây ảnh hưởng\n", + "# result = mask_clean(data)\n", + "# progress(result)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "7c06fce4-a15c-4878-a891-54a5a0487726", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.DataArray 'NDVI' (time: 151, y: 8874, x: 9902)>\n",
+       "dask.array<truediv, shape=(151, 8874, 9902), dtype=float32, chunksize=(1, 2048, 2048), chunktype=numpy.ndarray>\n",
+       "Coordinates:\n",
+       "  * time         (time) datetime64[ns] 2022-09-02T03:35:23.960000 ... 2023-09...\n",
+       "  * y            (y) float64 1.106e+06 1.106e+06 ... 1.017e+06 1.017e+06\n",
+       "  * x            (x) float64 5.548e+05 5.548e+05 ... 6.538e+05 6.538e+05\n",
+       "    spatial_ref  int32 32648
" + ], + "text/plain": [ + "\n", + "dask.array\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 2022-09-02T03:35:23.960000 ... 2023-09...\n", + " * y (y) float64 1.106e+06 1.106e+06 ... 1.017e+06 1.017e+06\n", + " * x (x) float64 5.548e+05 5.548e+05 ... 6.538e+05 6.538e+05\n", + " spatial_ref int32 32648" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Tiến hành tính toán NDVI\n", + "ds1 = calculate_indices(result, index='NDVI', satellite_mission='s2')\n", + "ndvi = ds1[\"NDVI\"]\n", + "display(ndvi)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "bb7a152b-89e5-4c18-9103-6a9f6708bd80", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 678 ms, sys: 0 ns, total: 678 ms\n", + "Wall time: 677 ms\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "c67a6be7f08b4b49b89d43f43e29b61c", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox()" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%%time\n", + "## tính ndvi theo tháng\n", + "average_ndvi = ndvi.resample(time='1M').mean().persist()\n", + "progress(average_ndvi)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "47fc921b-bcb6-463f-bdaf-a5a82970a73e", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# compute average_ndvi\n", + "average_ndvi = average_ndvi.compute()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "9b989a28-1524-471b-9a2b-51df2319620e", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Warning 1: TIFFReadDirectory:Invalid data type for tag StripByteCounts\n", + "Warning 1: TIFFFetchNormalTag:ASCII value for tag \"GeoASCIIParams\" contains null byte in value; value incorrectly truncated during reading due to implementation limitations\n", + "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n", + "Warning 1: TIFFReadDirectory:Invalid data type for tag StripByteCounts\n", + "Warning 1: TIFFFetchNormalTag:ASCII value for tag \"GeoASCIIParams\" contains null byte in value; value incorrectly truncated during reading due to implementation limitations\n", + "Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n" + ] + } + ], + "source": [ + "# cấu hình vh vv file\n", + "# name_vh = \"ThuanHoa/ThuanHoa_VH.tif\"\n", + "# name_vv = \"ThuanHoa/ThuanHoa_VV.tif\"\n", + "\n", + "# load dữ liệu sen1\n", + "# dsvh, dsvv = load_sen1(name_vh, name_vv)\n", + "\n", + "name_vh = \"vh-0922_0923-full_ST.tif\"\n", + "name_vv = \"vv-0922_0923-full_ST.tif\"\n", + "\n", + "if not os.path.exists(name_vh):\n", + " !aws s3 cp s3://easi-asia-dc-data/staging/ctu/sentinel-1/vh-0922_0923-full_ST.tif vh-0922_0923-full_ST.tif\n", + "if not os.path.exists(name_vv):\n", + " !aws s3 cp s3://easi-asia-dc-data/staging/ctu/sentinel-1/vv-0922_0923-full_ST.tif vv-0922_0923-full_ST.tif\n", + " \n", + "dsvh, dsvv = load_sen1(name_vh, name_vv)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "03c47481-7ef9-4efe-ae0a-7845595c2671", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "from sklearn.preprocessing import PolynomialFeatures\n", + "from sklearn.linear_model import LinearRegression\n", + "from sklearn.ensemble import RandomForestRegressor\n" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "07acfddc-ab36-4ef4-9e72-d984f2180eb0", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(13, 7680, 8687)\n", + "(13, 7680, 8687)\n", + "(13, 7680, 8687)\n", + "(13, 7680, 8687)\n" + ] + } + ], + "source": [ + "average_ndvi = average_ndvi[:, :7680, :8687]\n", + "mask = ~np.isnan(average_ndvi)\n", + "print(average_ndvi.shape)\n", + "print(dsvh.shape)\n", + "print(dsvv.shape)\n", + "print(mask.shape)\n", + "X_train = np.stack([dsvh.values[mask], dsvv.values[mask]], axis=1)\n", + "y_train = average_ndvi.values[mask]" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "876d87da-9121-4ef2-a41b-f647e0175689", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
LinearRegression()
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
" + ], + "text/plain": [ + "LinearRegression()" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model = LinearRegression()\n", + "model.fit(X_train, y_train)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "854abc28-a490-4858-8951-03fd257c92e6", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "X_pred = np.stack([dsvh.values[~mask], dsvv.values[~mask]], axis=1)\n", + "average_ndvi.values[~mask] = model.predict(X_pred)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "86f42685-0db7-4253-b02a-41df237ae4df", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "average_ndvi_filled = xr.DataArray(average_ndvi, dims=average_ndvi.dims)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "4222959a-ea43-4cc8-a958-6c8cf19c2118", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(average_ndvi_filled.isel(time=6))" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "182e5d3f-5d1b-4476-90a7-8aff95c7c873", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAeIAAAGiCAYAAAA7scXPAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy81sbWrAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOz9d7Au+X3eiX0699tvvzmenG7OkzMGGAwRCDAAokyKUomSVmtZK9JlkaqyWK6lVmVXab2u2pKtsNZaquVaopcSRRIEAZIABoM0g8HkO3duPvfk+Obcb+f2H/3eF6JXAbJlAwWfp+rWmXPmnHP7vm/375ue5/kKURRFnOAEJzjBCU5wgh8KxB/2BZzgBCc4wQlO8P/POAnEJzjBCU5wghP8EHESiE9wghOc4AQn+CHiJBCf4AQnOMEJTvBDxEkgPsEJTnCCE5zgh4iTQHyCE5zgBCc4wQ8RJ4H4BCc4wQlOcIIfIk4C8QlOcIITnOAEP0ScBOITnOAEJzjBCX6IOAnEJzjBCU5wghP8EPEjHYj/0T/6RywvL6PrOk899RRvvfXWD/uSTnCCE5zgBCf4T4of2UD8L//lv+RXf/VX+Tt/5+/w3nvvcfXqVT75yU9Sr9d/2Jd2ghOc4AQnOMF/Mgg/qksfnnrqKZ544gn+4T/8hwCEYcjCwgK/8iu/wt/+23/7h3x1JzjBCU5wghP8p4H8w76Afxtc1+Xdd9/l13/916dfE0WRl19+mTfeeOPf+jOO4+A4zvTzMAxpt9sUCgUEQfj/+jWf4AQnOMEJTvBvIooiBoMBs7OziOK/uwH9IxmIm80mQRBQqVT+1NcrlQp37979t/7M3/t7f4+/+3f/7v8vLu8EJzjBCU5wgh8Ye3t7zM/P/zv//49kIP5/B7/+67/Or/7qr04/7/V6LC4u8je++klC3WBJb5OTh7wzWOHITjP2FZKKy04vjy575PQxzbFBNTlgp5fjdK7JjN7jWXMdgE6YRBEC5uQOw1DjXWuFg3EWTfIZ+DqG5LA9LKCIARV9wBmzhhPKbFglkpLL7ijHmVQdUYh4q7HEC5UNdsd5+p6OLASIQkReHVFUR0hCyJutZa7mDljRG3w4nOf95jx/ffVbbDtFFCFg0yoxDDQA3EDijFmnoIw4rR0hEdEPdZxIRhFCnEgmI475reOn+S9mX+UDewmABaXFgZ9jWWlgRRq9IIEuemTEMRnRoh2Y6KKLTICPhETEP9h7ic2NKkrGxhur8YvtigiGDx2Vxx59QEUbIAsBpuRwSq+x5+bp+wmuGbsc+DmqcpeGn6HjG8hCQFoek5dGPLArJCSXnDTiG51zrLdK2K6MobvkEmMsT6E/TvCxhXV6no4dKuQUi5cyd3h3tMz9YRk3lHEDidoghXczw4UXH3DrYAYAVffxPBFVDbCGGqElIyQCstkRT1d22LNy9BydMBKwPAXbVUgnbFQpYC3d5MPWLK3jNFLC58W1+1xL7eFFEkVpwNc7F0jKLgfjDH1XxwskAIaOhiBE/IWVt+kFOv/T7Se4MHfE49kd/u+3nma53GIt1eLbX7qG5EAog29E6E2BQAPRAwSQ7QjPEECA0UWHdNai308g1jWCvMfjp7d5OX8bgIrU59DP0gmSJESXNaWGEyn8bvNxOk6Cl0r3+XA4S04Zk5UtLiX2uW3PUlIG6IKLJESIRCgEJEWHTa9EXhrxh82rfKrwIYoQsufmEYWIvXGB7VGOjxbX+U77FD1bZ87s8VL+Dh3fJCcP2bTLjAOFi8kD7FBBFz3qXhpFCLFChYI8xI9kWn6Sf333EQCeWdoiRCApeQCUtR6KEBBEIpIQcmDnySgWo0DDDSWK6pD3uwtYnoKpuiwkumQUi4raY3tcJC3blJQ+hujw/nCZvDLClBwUIaDjG4hCSEayOaUeESFy6Gd5YFdwQ5mWm6Si9TElh1W9ThAJDMIEXd9AE31Oq8e8NjjD3jjHjN7nfPKQW8N5nk3fx0ciL47YcCsU5AG64OFGEuNIRRN8dMEjI1rs+zny0ggvkrEiFS+K758DN8dZ7ZhhpFH30mRlC4kQL5JQhIC6l+bYyVLWehw7Gapaj7faywShSIhAOTFkXu8QIFJWBgDs2nlOGTXGocrt4Qx9N8HpVJ0wEnja3Ij/7VaFstrne+0VUqrDbi/HcqZNRhnzWGqbjDgmiEQCBI79LMNAI4xEFrQWQSQyDONzLSnGXcogErEjhaxkAdANDNaUGvUgDUCISEYcU/PT+JFMWhqRl0Z8OF5gFGh8efsi9khFkkP+1rWvUpH6jELt++d9mMAQXdpBkigSEYSQrGSxaZdZH5UpqCOyioUsBMypHY7cLKtanU6QRBc97o1nSEtjDMlFFgIkQjLSmAd2hbQ85tDJsqi3mJfbWJHGtlMkRGBVawBghSpbdokHoxJ5dURFGzCjdrnVyPPPPv0lUqnUvzd+/UgG4mKxiCRJ1Gq1P/X1Wq1GtVr9t/6MpmlomvY/+/oL5V3qWpU1tcmuV2BRGXN9/xSn8k3aTop0VqA3TtPslVgpt8gnI4SETSQm2I8M7kgRn0u/x3esKuf1PURB5F/Vn0ZVfAwFOm6KpUybg3GWM+aAnpeg5+d528mzaHQYKxnmU3WChMv6aImCPuLPnL3Ld1qnEdWIjOHRsVOMfYWWWyRINEnLDmeqA/adGU4n+zySbHAsVFCTCivGiA9GCywUbIZBxJzWoeMl8SIdRXX5wD/HKb1GEIloQogiBJiCjy4IPCcf8mXnGRxkkrLDfjhLP9AZajk2R0WSsosYhkhRxMfN2yiRhCZGZCUPCZ8Akb9pvsbmWpn/81sfR1RERMNHPNQJNJfUOYubnVXSS1vM6V28KIlhSBSDgMYoTZRMUMUlK4HrR+ihy7ZdIK+HjAUZiwyGMqSsd/moscdhUCEcq/T7afp2RGTJqG2Jrx4XCbUIMe8ShfBa4yKa6jOT7lMfpBgME3CkwSWHuYLLnY6OIEaUcw5HnSTVQpd9ycTTZbJZl3OFPk/kj9EtmTAaoggB3zleIy37jFyDQSBxz0kyDA3EhAZqwBFVxm6GVaPJSnKE7ivockjPyZMwPfpDk5l0H8ERWEp1+YZ1laaVJHTTbNsiVxNtpKTGT62t80rjPMufqXH4pSUEFZxzNtEtHSmA0ATRhzABcgTjUsT/8rnXcSKZt9tLXHziiG8enuaDDy7zXv4clZkuL1Q3uJzaY1FqcOxnURWVnODyl9Lv8it/9Et8dvUBH8vsUvfS3BwsMAyzVM0+OTXEi3SqSpdBkCBA4a4zj6L4mKpF3os4VmbJyyMkRafuppBNibIWsCUs8Nz8IYNARxc9+mKBYnKEhIqhSGgRCGoCOZIZRiaWlOK12ioXcjVmzF02RrP80cZF9IzLz67dYE7rsD6usKh1uTWc5VJuiz0vjxfKOJFMTg8ZBylSkkcYRciixrPmEft2jnGgMJN0aLkZEskRp5IDDpwcb4/neSa7ybPmPnakcuDmKKod9kZZEpJHXh9hiTnavomhOxS1ACuQUEOXjByRkQJ80cQKNWaUHrVRFV0eE2gmVdnjycptvjc4hWgkKCse73gXOZ88pCkkMTSRVlgiI41Jig47doWGm2Ip0cSXe8zLQ3QhpBWolAUPO4K0aHM8msFISBj4hH6ALogMQoMNq0JV65E3bLb7JiQ8ukGeJ3PH1CSbkR8nyUlZYC7pkJEsCvKQIBJZjQZ8b7jGGIWRkkFSYCbrEkQisq5yShhwL1rlul2lK6SYSx9jCiKSobGaarJoWCgEeEikRBvF0/Ail1m5w7GfYd8tIAkh82qTQy+HF0mc0mqMQpAEGS+SSEcCnpQiEcpYoUZBHmKHSeZEGyvUyEo+oLGkWwzCkCtCh/d3FzAMh4QpY8oCBj7uJGHZGxc4Y2yyKgy568ygi/Fr1Q0L7PVm2HZFPrf4AU6k0xcLrJo93CjNGaXNsZdlRnM5cApUjGMkRHQxoO0XmUvE17OQHGOKIq6YYsepIMkRFWWALKr0giQBArKssd+tks8esZCu0/NziIYO8B8cj/5IBmJVVXnsscf4+te/zs/+7M8C8cz361//Or/8y7/8H/W79r08IykJKnT8JAD5hIUm+qhiwGruiF0th17wUMWAtw4WuVg5Zsloc29QwQsl3rJXKMl9AgREYHeYY+SqvDjzgNo4TU62uGHPYQcyj2d3+V5nhZlEjweDIk4gc6dfxZBdllMttgcFvjC4iiRE2L5MUnVxA4kwEtBln91BHk3yeaH0gAW9Q0ocA3Atu88/3XmBT83c5qnUJkEkoAoB/TDB1riEF0rkZAsvkshKFqNQo+2bnNaOyUtDjv0MjxrbFJUBXiSxptZxI4mGn+bLjcsA/HTxOooQsOMW+XrvAqcSdS7oBwA0gjRuJLHllHk+eY+Xzs/zjXcvslDucOXcAc+n75MUHX7tt/4KnarBU+lNdNFjxy1ihwoLepsjL4cp2eSlIUduFitUObCzPGFu0Q0MNodFlFTAN3vnycoWp7MN6lqKzfuLLDx+gCIGDF2NsjGg4xjs1fOEY5ngUMcdCWxLOdxsiBBBmPdZLrdRRR9V87EGGiNXpZQZTj8eNTOcK9SxfJUAkdOJGtcHiywkj3l59h4BInUnxchXuZbe54v7l6nbCrIakFZtMsqY3XGeRa3FC5l72JFKpjrm/e4Cri+xbLZ5c7jIh/UZHFthodSh5YiMN9N8VT1HIuGyZ+dZNZs0HZN7p30S+zL6PZ1QAUECJlTKUIk/al2BlpekrA5YSHa4aBywuNLmTmWGm+0Z9rZK/O5mgd/lSZJzAy6Xj3g8s8OqVmfPLSCXx9wZzbCaaKKJHi/l71L30myNi1ihSl4eUZCHjEINK9RY1epsOmW2nDIv5e6w4xRZH5epOylWjSYNN0VSdhh4OoboYoguGcli382jC258+CPS8ZPUvAzzapsgFEhJNmeyDWb1Lq93TvHW9jJPr22xYHTo+wlyyoiiMoyf4VGWQzOHIbrseilm1C7DQJ8+431fJ4xEKlqfWb1LEMWzuJI64J5V5cX0PYaBjmk61Lw0F/R9BmECACdUKKsDmp5JLzCAuGKzIwUvkti34yA98HRIQIBARhrT8FPMqD000aMbGGSkMQV5yDVzF1XwuT5Y4NH0DuvjChl5zJzawQkVkMZsOSVO6TU+7M9S1XrYkcobw9M8mdwgLdqIhEhCSN1PcV4/nFa/KXGMF8VH9vPp+wDseXkumkc0PZM1s0laHPNcZp13BiskJJeDcRZRCElJY9xIYt8t4EUSH3ZmScgem80CADOJHrNajx23yFntCICsatGSDIIoDiJJyWVVq/PN/nk+mr5Dw08zEjUGgc6uU8BIOuiix5LWZMcpcuxnMESHQaiz6ZYwRJeS3EcRfFLYeJGEF8nooocdKqhCgESEMamiReKq9u54hr6rEwYCohCREm2SokOAiB2YAAwDDV30aPhp8nJ837zWP0PXTfDZ+Zvs2bnpc3NKq03f45RocwwU5QEzSoek6PKN3nk+krnLQEjQ9FK0vCTLeoteYKCLHuvDMh/P38GOFGp+horco+ZnSEk2F4vH3O+WkIWQWb3LnpX7geLUj2QgBvjVX/1VfumXfonHH3+cJ598kr//9/8+o9GIv/yX//J/1O9peGnmzBG37TmO3AybwyIXM0fcG1SYSfQoqEMKavzGmZLN7iCHKEQoQsC80UURA3adOMPTDQ9DcPh4+R7X+/OMA4XFZJtekKA9Nlg0OwwDjZlED0mIUKUAWQwxZJfDYQZMqBh93GGO7f0ighhRXT5k4GrU+yadQERVfa5VDrACFSeUCaIyw0DDCWUu5Y8oKgMafoq6m+aicUBaHLOSaFCSB7w1WGUlEbdKFMEnJY0JELAjhaToMAgTJEWHmpfhzdEaGdmi5xv8+eqbHPsZ+mGCOaXNqlZnSW3yO43HuTOaISG5iELE7ijH4TDDZrHIOIgjw1OlbT6XeReIb+ziU8fcuLFM7gmLj2Xv8OFgjqcyWwQIGKJLx0/yf9z9FJ+evY1ESFXv8761xJGdZibRo+/rnDVqXB/MY8oubzYKmBfaPF/aYEbp0gsM5tU2dqjwjeS56e/etosA7FtZ6laK1tCgOUxyR6yST1pYQ43+SEcUI86W69Qsk2qxx91WmWdntlkfV5jTOgD0fANTcuKExWjwTmeJlpfk03O3+WJwiZVsGzeQOWXU0QWf3z16lPlkl5GvUrdSLKbaXK663OuVySZs+rZOIWnF7cKsh9hVaBxn+Py195DFkJxk8cbxCsWFLr1uAWksIIQghEAEkQhCAAjx1/7gG0/yj3/2n3FKqxEgMAo1SuqAz8y2yC2O8CKJb7XP8O72Iu9/5TxvZs+SWB7w6eXbfO7sDb59vMZb7hJjR0GWQ04VmuQ0iyM7w0y6y55bICONAA1FCHjevMddZ5ZDL0tRGXBzMEtetVjWm7zXWWDG6FPUhjwYl/lM7jqvD85gSg77boFBmEARAgaBzozaZcsp0faSyELAd3dW2MgWOWxm+SuXv0tRGdDxkzxi7HDDWqCoDDElm/bYwBDjQ94QXb5wcI0XK+s0HZNxoCCLAdv9AhfnD3BChQMnywXjkF4Qv49vjVaZVzvYkUzdTdPw0+iihxWqpESbXpAgJ1vYoQIY08CXkcbUrDRnMzXcUObesIIshGiijywGPJPewI1kbluzaKKPHcnogs+2G7ctnVAhJ1tsWEVEIiQhpCz36fhJBoFOVR+Qkcaogk9KsqfP6bGfxQ4VjrwsZ/QjrFCjHyYoSEOS4oC7zgyn1Rqvjs6jCz5vD5awA4Ur6QNEIUSMQtLyGCtUSUgeuuDx9nAVJ5QpKCO+sH0FWQqxZZlz5RoP2kVe31/lF0+9Q8832BMLjAOFMBKYM3u4oUzFGLCYaHPDWuA7x2vk5DhhOXbTKELAxrCEIbksqk1UIeCqsUPDT7PjFKevZ14aseMWqcg9dDEeOSQn72sQiSRFh1GokRQdJCJ0waMf6vR9PU6uBHhx/gEArUkAtkMFQ3QoKkP2vALf7J4jIblcMA55t7lAs2fyqasfYko2EhGiEKKLLl4ko+DT8NPT6zj0cgxEj0vJfXbcIhlpTF4e0XBTtCdF3IGT5Wp6n5qXwZDihEESIrxQxhBdns1s0HUNdoc5anaKleTBDxSnfmQD8c///M/TaDT4jd/4DY6Pj7l27Rp/8id/8j8jcP2HUHdTiK7OJ9IfMq+2WNMb1Lw0y8kWZTV+EEpyHzeS+O+3P8J8qgvAkZNBJMIKVMaBSojAq955HjV3MCSHw2GGdx4sIyohL6w94NHyHo+Yu7zdX8GLRNaMJk0nSctOUtEHVJN9troFKuYAWQxRDQ/fiythTfIpp4dokk99aE6vfW+c4+XCHVTBJ4hE5pQObiTRDQwULeDQy+KFMiEC+26ehOiyqjZo+SYpaYwhOhx7WRSlxaGfIyXaBJHAqlanH+gceTlSkk2AQEnuAyARERCCAI+k9/i/vv0i+VKfpOrRHesEgci3tk+hqj4//fS7PJbc4jjIsCy3OA4y/Mz8B/yhcIVvvX2BwwsZllMtFMHHEAJ6gUEQibi+zDudJQraiMupfXTB406/iiu75FWLb7bO8GRum0GgI94yefan7k1nTJcSe4xCDV3y6LqJP/Ver+kNMvIYN5QpJoZ8sDOPkgs4nz1m7zCPLAcEQTw78wOJtG7T7JmECISRwDDQWUq06HgGTiizptdp+ya67NH3E8xpXZ6q7uKFEknZYUFpc+jleLa4ye9tXuXF+Q3OmHWO7AyS5GH7MmEkkE2M+XTlFgECXwiv0jRMMuaYBb3NndEMH3TmkMSQ2k4eMgGRJKE34ypkGoQB0Y0DsXEk8i8az/CLpTfj90yO4opPsgFoeileLtzhhdwDvr5wjs1OHveDHF+8/TTqxR5/4dTbzCgdan6G+6Mq670SN7bnUHSfVjXJ6VSdcwmHktzn2M9MOig1vEjmrjPDpdQh+04OJ1QYuBrnMuPJwS3iRTIfT9/ivfEyS2qTLaeMFar0fZ2as8jA15jTu1zvzBNtJsk+W+evPvYdbo3nqSg9Kkp8SF80DihJfW47c3x0dp0Nu8y15C5n9SNSszYVpUfHMwgReCazgSKEfLezxqlkg7ab5E1/lUdTu5w3DwgRWXcqDAOdcaByczxP39cpKCMM1cUKVEzJIS8PGYQ6ihBghSpFecCnqzcZBvH37o7zeJFIQvIYBSqvtC/wueJ7zKg9ZpQOvSDJtl1gHKpcNg/wIomWl8QP44+m5FD302QkixujBVYSDQzRoSr3EAkJI5FukMSLJNpBkkW1SVJ0sEOFgjSk4afYi/IsKG0O/CwVuceGUyEtO9SsNIMg7gwkRZcZtUfNSzOj9ugFBkVlSNtP8kZrhZTuEEYC1WSfM2adamLA9jBPxzcwJBdFCOi6CbLqGFUI2O7nmU91uTOsYvsKy5k2r7XWuJw9pOmYnDVrDDyN15pryOIKP1d9lzujWZ5JPiArWbxvLaEIAfftKmf0YwB23CIleUBeGuJF8jShhHierAgeo0jlxniRhORxOt3gqJfma9tncRdl/kz+bfa8AiIhLa/ArNKhGxg8ltrGjhS+3TlDRrPJlG2afpp5tcW7oxUeMXYoSQO2vSJlaUA3NKbVdX7SCRKFiK/Xz7GQ7NLzdBYSHbqewfYozwuFB2Qki6afwgo0iko89zcmfIObo3k+W77Btl1kTa/T6P9gIfZHNhAD/PIv//J/dCv6/xUXkwecN7sMwvgmfRhwHk9usecWWB+XIQFeJGG5CinZYSXRJETgrc4yFa1PUW/z25uP0e8n+Ip6nuViG1kMSWUtcsaYjmOQVsdYocaZZI33+wvcG1ZwAxlFDLjXLVNMjDA1Bz8UyWkWSjkgjARMxaExNslpFvNGF8tT6boGadnBDWRUwccOFaxQ4/3hEqIQcjjOcDl9yJLWpO2bZCSLLafEze4se+McSdnlXPKYJbVJQY7b0kEk0gpMkqKDITgEohgfeoJHN0iiCy5leRAfCCh0A4MvHlzm1FKN/3zh20hEfKN3nmfSDxgEOq+2z3HZiIPoq/0L/KX86+SlIWe1kAtrB7xavMCr+2fYuD7P10rnWZlt8mh+j1Gg4QciN7bmQYh41T/HCxfus9/LYNkqvi+RNOLXSRZDhACqWg9TsnFCBWnSqx2FKmdTtfjwDHTcUGYQ6DTcFCUt7nAomo8fitzpVhGVkHJ6SK2Xwg0knqjEAbUxjDPd04ka+26elGSTkDycUOb94SKSEP99p4w6vSBBSrapOymajskNcYGak8YJZR6p7rM5LPCz1T1m1O60Gtkd5QgjgUGg8253EQFYKze5mDmi7qbZGeb5VOUWs0qH/3LwM2iah+fJDNMJktsykQBCBJITB+UJP4+3//gSF//sEef1A+xIoaL0eGBXMESXGbWLKvik5TE/UbpNoTrk94qP8uErZxntp/i/bX4ccc7i0uwRnyrd4on0FuqizyBI8A9vvsgHGwucXT7i8fwu82pcBZ1JHKMIAQtKm52oSFa22LBLAJxLHPF2f4XLqX3cSbvREF10wUMUQrxQYhxMZpaSS8M1OWhnUM70OZuq8Xr/NGEkMlB1hoFOoIhsOSXe8E6Rlsc8YW7ywK5yZzxLRrZIiTYSIaIQkZA8On6SEIHG2CQpu1i+gh0YDAydpOhQEC1WlSa/3XmS88lDhoFOURkwDHTuWVXSso0khHiRzAX9gG23RC9IIAoRYSiSk0eEkYhhOvT8uCOz6xRY0+scejlWtPijEyqcNY7JSiOsUGPfzXM4zqCKAQt6mwMnh0TIkZefBGEXL5Kmr9nD7oEVqgwDncv6PgBpyUYRfErygEMvRyswUQWfQzfH+rBMWR9QMfpIhIxCjaxkoQg+eXmEHSp0fCNO+EUfVQqw/YiOlSCpuKzpdV7rneZadp+cMsIQXaxQxZBdEpLHgZVBFCI2uwW6fYOk4VA0R3iBRNdLcCl1yKzaYS5ZpKQO+eruOf5Ijkdda1qNXpCMOwte/Jy0g+T0GW77JqMw7rqkxTEeIqNQY05pMwgTeJGEJnrU7RRdN4HrSvy58+9SlIfcdWaxQpWr+i49J0k/TEyr1Lw04vHMDlaokpHizoAVaqzp8ThuzyvwwK7SVeJnf9suToilx+w4RZa0Jo/m9hgGGj1PJy3bdHyRJ3I7ND2TpmeyNSowb3TJT87XlGizYZeZ1boUpCGOGhPTIvkHk87+SAfi/xTISSP6oc6WU54eWo8mtkhNDoptu4Ai+Hzp+DKruRa3OxXGgcI585gnc9t8ce8yi+kOtqsQDhSS8xZuKCGJIQvZLn1Hp6QP6bgJvnh4haw2xlQcNNHHDSUIZKrJPpav0hoZRJFAthzPfaNIwPYV5pJdwkjkwaBEVh+z34ur8bQ65vdqjzJvdKnbJrOJHnNaF0UIWB+VOZ84oBZl+GC0gB9JnM3UUIQAL5J4v7/AA7k8nZl5kcSK1uDQy9LwU1TlHgC66DEKNVQhwI6U6aHw39z8BJnkmGu5fQ69HLNKhyvmHgVpiBdJvJB7wG1rlhfSQy4Yh7xlrzCntLEjhbRg84v57/Fi+i4P1qr8q91H2dwps/vOHEEqBOBTT37AqUSd73VXeO3eaaJQQE266LpHv2bSP0yhtiUufnKdjmegiR4ZyWLDLfNmb4V5vUtOsbg+WsQJZW53qhzrKUQhoucmWE01cfoaUUFgv5uhlB/w8co9vuRdIooEnkuv84fNq9i2wisPztJeNHgkvce82mbHKXJgZxGJGExa8KZkc2s4w+XUARWljxWqfKdxiqTicDrVwAllhp7GF46v8ZnKh6REm1OJ2AWu7+n8yeF5KsaQpOIiiyF/cP8yC8UuOS0eD7zaPMdaucknyrf5v7zzEqnqAGuQRW8JMKmKIxEm3BRED/7Jt1/i1z72R3iRRF4aToKJhBMqHPnZabbuRhJPZLfZfTLHizMPyEhjvt08xfv3lnn/1grnz+3zv1n4GlntgPy1Ib+5/yz3tmdwApknixLzaoeal0ERAuxQ4cZgjuNRmo9V7qPLPobocCZZm/ILDNFlQWmx45YYBjpWqHImeczWuERJHfBbN5/k2dUNns1sUJJj4lBGHjOrdBiIcZfjlF4jm7T4Tv8MWdFCEkIqSj9OhkSbTafMnNbhgRVX3LIQ8nhhl3GgEigCF9LHWGEc/O1IRiFg385yxdhDIiQ16R7YoYITxsfgpcTeNEhYQRwMlQmDthMkMUSXFa3BbWsWU45HF1ao0vZNqnIPO1KYlTt4xNwLK1A5Y9axQhUvlHk2tc6WU+bQyfCJ7C100aUbJNl0ywAcODmeS62z7RY5ox/TCkzsUGFZbRBEIiME8vIQXfCQhJA7wSwhAm/Wl/j4TDwzHoTx7FwRAkQhRBF9TMnBkBw6XhJVjJPTanqAIEQMQp0Xs/cQCbEnbO1hoDP0NO42y0SRQBQJpBI2iYSL48kkZI+N/RK67FFSh7R9kyfSOwQIlFNDRCHC8lXeGqyx3o+TtZxu8VPFDyhIQ96zlrFCddqedlBoeinyckyUvGfPYogOJXlAzzewfJWddo5TlSZXEnsApMQxN+0FPCRKcp9+mKCoDPhy7TK/MPMWhhgT1FLSmAd2FZEQVfC5O54lp4zYsfOECNwflVGEEMNoTu+7IBLo+wm+fPMSn7/yPn0/fk3XR2Wez66z6xTIqWOajsn7wSIldUheHtH1DRa1FoNQn87G4fveFv8+/Mg6a/1/in6/TyaT4a9/+3M8XqmxrMQv9HV7kdPaMVWpz4GfxYtkHjgV/tmtZ1CUAKuvk8zYXKoc4YciH+zNk01bBKGAKgcsZ9p0nQSmErd3jkZpHivuIwohdSemqOdVi6TkUHNS1Kw0TiBjqg5NK0kQiri+hOPKpAyHJyq7fNCaRZd9UoqDHcgMXI1SYoSpOHTdBKtmfO2KEFBWB5zVj3hruMq2VWDoa1zJHGCILk4kcyURS2rsSGHfzTMIdLZGBYaexvn0MU6o0HYNHs/soIkeWcni0MvyaGKbVmByZzzHV4/OUTEGWL5KUR/xifxN0pODyxAcPrAXyUsjUlLcunIjiRvWIotai207Jv1cS+6SlSx0wWPdqfJP7j3PqGnwM4+9jyb6FJX4ITuws5xLHuNFErcHM3yq8CFbThld9PjDg8v8xaXv0fRSfHH/MkNb46+ceYPvdVcoa0POJw/5SuMij2V3ebuzxNhXaI8Mzhdr1MYpbF/muJlBkgM+sXaPK+YeYSTwm9vPkFA8dmt5Qk/k05duoYo+pxM13usv8UR6i12nwKZVnN5PCcljHCgsGW2ajsn+KIsixT3jn6u+O23B3RtWsHyVij4gr47Ys3Jk1THzWocv7F0hqbpEkUDbSvBYdR8vlNgfxr/rVxa/zm/Xn+JWo4oqB7TaJtFQJrkbB4ro30iuhSj+fHzO5jee+hL3x1UeS8bvYdNLoYtezHlwCqQkexIMJGpOmp6nk1Iceq6OH0ncencZ0Rf4tc9+EUUIUASfLafMv3rwCFEk8NGlB8xqXWaULnfHM3zr6BR+IPIX197kyM2yPihxNRPPwtZHZWrjFL+29FUA/unRC+z08nx0dh0nlPlebZmrxUM+mr3LafWYQz/HgZdjWW3QDZIogs+d8RxPJTdoBSZv9E/xZGqD90bLlJUBhuSQleJ5boDIgROzche1dlzJiS5N3+QRY4cDL8dF7YB6kEIXvFhyFBgUpLhj0gpMdp0CK1oDXfRYUFp4kcwo1LAjhVGoceDmKCv9qQzn0M3R8Q0WtTaiEHJjOI8pOZTVmOxTlgdsuGWaE1JZQRpyczxPx4/bw4oQUFF6HLo5nk2uc+xnEIWQmpfFiyQeNzZ5b7xMXhqiCgF37FmuJPZQBJ+0GM+RH17bvptnxy7w7b01/trZ1zBEh303T0a2yEtDNpwKxQlxqembaIKPIvpsjUtcTB6w6xR4s7GMIEQ8V9rkwM6SUcaYksON3hwVfUBCctkd5Rn7CseDFPmkxVyyx9t7ixi6y2is8vLafdquwXPZDY7cDKbksGPnKShxcNq3siwnW+xbWRaTMQ9jUWuzbRcII5FZLa4srVCjovR4tXOehOTxeGqLP2ldYqNTpNVM8RMXbjOr9fhY6nbcxg8NDrzcNDEJIpEPRgsAXE3uTWfu3cCgOplL3x7PceymOZ2o0/RNXjk6iy77nM3UeS69ziDQGYQ6eWnE19vn6boJdMmjZqWYM3tkFJuGbXIhfURZ7eNF0pQJX5CG1P0UqhCgT0h8ztDlv3jsHXq9Hul0+t8Zr37sK+JPZ27QooQuxNlXzzfYEwp0pfihP/RyvN5eo5AZUTJG+HmRoatx1qzxYW+WSr5PZ5RAkkI8Jy5HTCV+KNt2El32ObZTNMdmLH/wVRpjEy+QyOsWI09Fk/24zRUJlJJDdto5rs0dMPTiPmPFGFC3UshCSEL2KGcGzOh92m4SUYsryJxisTEq4UUS90dx1Z6UXU6bdc7oxzT8FI4vs+mWWFDaQMwEvJTY57HkFm8PV7nRmeOgl8F1ZMJFgZfydwkigZI8QCLia51LfNiaQRZDPlG8jRVqWKGKJER0AwOREFeM9cRrap2AWE95UT2m4ae5bc1ybMc323e8M7yUu0M3MrgxnGfUNHjs/BbnEke8O1gmjAT2xjk+mrtHXo7nRDNKF0mI6Ps6V9O7/IvxE+w6Ba535/nk3B32xzkUIWDJaLOm17EjBXlysD2b32RrXEQRA57MbvHf7X+Ev3rxdf5J6yNIUkRWsThys7E2VXWxPIVSfsBgrPFkapMv1q/G/AE7RS9pTKuph3hIXtmx8ohEVIw+YSRS1IZ8OJrndKLGykRTeGdQZeSr+JHIM9lNRCFkGOj0RzpjV+Fy+QhBiBgHCvdbJX5u+XocKCOZZaPFW9YS+VKH5jCLYPqMqyJ6feLK82+kzUIE5gc6/3vpM/zFy29y6OUwRIdLiT023TJJ0eHx5BajUEMixI4UMhMSjxdKOIFMbZyAkkP+qzr//eZPU/35HX5t8StU5R4rF+u80rnAH394iUq1yy8svcNlY49zq0f8/bsv8e3WaT5T+pCRr/Hd5ipXcgdcTe/xfrTIrldAIuSJ7A7nUjWeN++z4Zb50tajLC18SEnq86G9QFWJu0FJwUWXPW7b85xPHLDhlun5BrIY8FsHTzPyVE5nG7ycu40dxm2/vBQHNidUsEJ1mkRogs89eybW2QapaRBNiTFjWRHisVDTS7Gm1ylIwymp0YtkJCFEikIO3Bz74xwrWgM3kkmKDhnZouPHhC4RgVktnmsrQkDTT7PhVNAEH4Cq3EUSQs7qRwSIvD1cAcAQXSQh5L5bxYukWEssjbg7no1fE7lHP0ygiyNWtAYPnAorWp2yMKAf6oiE7Dhxwjv0VV5avE9eHiIRYkgOw0CnJA9Y0eJKWhe9uJMg2QwCnfPGEVaosjEs0hwmkcSQd6RFeo7O85VN5tU220qBhORSVftU1bgT0TaTtByDxUSbyqk+1zvzKHKALASUtQGvd9ewfQVTcXgmu8Fvbj7DWq6JG0jUnRSXM4fc6s+w3irx+ZUPuN6a5yOVB+w7ORTRRxd8HtgVdkc5nsjvkBJtUrKD7cVh6micQRHiWXpWjImoy6rP+9YyOXnEnNJhQW/zwCoTIBJGInkp7iAEiNT9NIbk8GFnlsNxhtlEj7Gr8LHqOobokpVGBJHAm/2YX3DWrNFwU7zTWEAWQ/quzsEww8sz9zAlmyM3y5PJTW6MF1jRGvRDnUGYoCT3afmxzE3G/4Hi1I99IH7TWmMUZFGFgAWlhSIEHHlZthyFebXDndEMt/dnUDWPtUyLZ7IbrI8rtFwTQ/aoJvu4gURSdemNdWxf4X6jxKdXbmNNtHpHozRhJKBKAQNPxPZlCgkLQ3YpGyF2oNB3dCxHxVI8RDFu3ayaTXZHeQzZ5WL+iDASaTnxfPiKscct5ti0imiiz/44hx+JbA6LrJpNnFCeEosgbmuFUcxMdiOJQZCI5yuTANl0TJ4ublGsDvla8zxvby2xN8hSSFhU9AFviau8dbTI+VINd2JGUZT77LsFbllzLGqtycMekZGsmKnslqgqXboTpmNOtpD0kKrW49HENq8Nz7JhFXlja5XHzm+RUWyafoq0PCYnW1wsHPDArsSM0YnRQxAJlNUBo1AjigQO7CxnUzUy0piZdBc7UrhoHCASouPxaHaPpp+i6Zmk5TEXM2OykoV/ZPAHmasgRHxseZ03W8tcy+3z3foKT5e2WdZbWKHK+/0Fal4GVQr4cu0SadXmG40zZLUxYSQgCyGWr6LLHqIQcSrZmFbzTigjChHzapstp4REGOtfhbgqBFgzGpzSakiEfGL1LgnJi+eAvspmt8BPLt7mjw4v8kx5C4AziWPWKk36rsYjl7a4sT+HPDsiaqQQA6YsaqJJVSxC8r0Ef1I4z6X8MbN6l4I8ZFltTuZvPkGko4tx9V5ReoxCjXtWlbNmjUupQ/61dQ3vz1qM3yvQ+8cL/I0/+4u8vHKfs8YxP196izPJOv/s7ef5p/Zz/K0LX2NO6XC1chiPaIQ4UXy5coc32qu8Ya1wMX/E7x4+yhOFHXbHOX6x9CZf71/gC3ev8rHHb02MF2JCYXeiweyGBm4kYUwqi7Ro86XRNV7O3gLgcJwhKbm80T/FFXOPfpggQEQXXEJBYF4dcuhlKckDUpLNfbtKTh4BTBm4973vfw2YSP1GJEWHDbdMe5KshJFIzUtTVAZoUnyQFiat/yASKCrDSeIkYUo2qckM975dxQ9FDNXlQuJg8nfIMZOZkGdT69wZz+FFEoMgNqQxJId1J5Y4PZaMiUa66NEPE6hCgDcxMdl3C6hCgCE4E6MdDyeS2RvmuDazT3ZiBqILPhllTDcwmFM6jEJtkjRE2JFMRraoe2mCSOTlwh3WzCZ+KGLKDh/2ZlkflDmdqNH3dM6Zx2xYJVKKze4oR04dI4sh322sMm92mUt2eWn+Lt3AICXa/D+6T7Jbz1PO93lrZ4n/xfn3UIQATHgmuc66W8XM2bihzDdqZ0hrNpujIm0nlkgVlBEZecxnqh8CcGO8wAfNWXTF5+ceeYPdcZ6E5GJHCt0QStIIO5J43IiTzQMvhxVo+KFEL0ggERcQZTlmmutCzCcYewodwWDNbGKoHm80VyjoIx43Nrlvz5BRxnzp+DJnMzVGgYokhiQUj7Rqx6NHyeasdhRXzb0L1G0TM2djiBo9P66+U9I4Jt353yff/vvwYx+IryV2qWsOd+xZ3reWWNEaDEKdK4k93h0tM/B0FsptZow+a8kGVbnHQrpFOzB5Z7DCG60lsgmb+sDkdKGBHSjMZPvcG8Ts7fY4JkIkVZf9QRZN9jEVF0N2GfoapuygSgGG7OIEEprkU00PUEWfw3EGN5QwhQhFCFky6tyNYheohp/iyMnw3t48N+RZPrFyF1GIaNlJRCGiMTZRxBJlLXbLUYSA+6MyOcVCFz0GYcg9q0pC8tgcFpk3uhzaWQzDpaCNePnMXapan4abQhYCxoHKL516k1ca5/hM5cP4QCDWBD5s0YlCRFnuk5LGrDtVltUmbiSx4ZbZmTjNVLUeq2qDxiT7fH1jjaRpczF9hB0qzChdPmbeZs8r0PDTnE8c0g0MslLsGIQgkpHi2e9Li/d5r7nAM+Uh96wKp4w6Tqhw36py3jhifVymrA44djIkJDcmv8kO7w2XoOhw3E6TSsZM8fOZY8aBSnuQRKv4KIKPFyV4LLNDGIlU9T6q6PN89gGvtM4DcCrZ4MjJAMSSNjGupB6yYR81dxAJKcsD7EjhDw6vklTmyKpjKokBZ80a2kRLbUo2mujzVnOJnGYx8lXO5Bo03PhBvdWbYU7roAseTxe3MCWbB1YZRYkDqPZkm/5WFr0mMuGPxUQuMQ7Gw1crvPWcyt84u8W6U2FpEohT4jjWaU7adHagUJL7DDWdtp9k5Gv8r05/B11w+XB+gd8/fY3sV01eWXyU9ef2eLpo8pixxd997gv8ndd+lv/6xif5zy58l88V35vOI5OygxVoPJ7d5bVgDU30mU3GHIR5vct/efdnaK/n+cwL73I6UWdVq7HpVKYsVSdU0AWPD6zFKbFGEz2eT9/n5nieD9pztEcGLTPJQTvDrVyVIBT5zOxN6m6KBb1NEIgYosuxn6Ek97kzqHI+dcxp7Rhd8LhuL35/3uvH896iMkAVAlqBSUoc0w5Mer5By0syp3U5cHI4gRxXZhM9/xvjU9PZpiIEeKHMllOirPSnHZFBqGMIDod+bqqJTYoODT/NilanFyQZBnGXIkQgI4/RBJ+3Rqt8JHUXL4rZ9kEkct+u8lpjjc/Pvo8bSVQlG1UIuDmeZxhorKZarGp1ukESO4zfW3FSNabEccyDcYsUlcGEKJbl2Ekz8jWeMdf5avMCz+Q3MUSXx7M+Hd+IHbxUi51xAVkMeDAo0Xd0dno58sYYRQoYehofKawzCBIcODnW9Dqfqd5kM1PilFHjH9z9FMMzGoYYE8KsaNL9k3ucTx9zr1/Bj0RuNWJ54c4wzzOzsRzsyM2iCAENN+Z8zKa6XErsc1Y/Ylbp8K9aT9F2DT5RuMVp9RhFiM0/kqKDIylUtD4VOZaQPtRAP2xNvz9cZDHdiavhQEGTfS7nDmO3MqQpX+Bafp87/SoiEb+4+Dbv9ZdYTLQpKgOqcg8r1Gj6KVKyjWr43B9VuWLuU1Tis0AX4meurHR+oDj1Yx+I7UghJdmkpGPafjwTChCRiHBCmbd2lnhx9QEpxeZWfyaeFwkeJblPiIAoQH1gspTr8KBdjO3/xJBKfkCIQNOK29O9sc5gmGC50uJ0usHhOI1IhB993+g7p4/RJY+2HUsadNlDFkPcUJpIaGJpRFJ2+Gr9AgvJDoXMiGYnxduNRQzFQ5N8rrfmuZI/4HCc4fH0NhIhXd/gp0vX8SKZO+O5KVOyKvd4Orc1ncFcH8xzMMry1xa/BcBiqs19t0JWsvAimY+V7k0CIuhCTOQaBjpFecgZ9ZhRpBJEIuvjCr3AoOmZLOtNzupHjEKN13qnyWTG3LZm2beyzBR7VJN9en4CU3JoB0kCRFLSeDrnMkSXpOjgRhJuGGeRG8Mia2aTgR2zHW+MFuj5BhnZ4owRSyBOJ+q8N1ik5SQpaUO8SOTAzrLRKTJX6tKxEsxlemhiPBroehq6GrepRCHCDhVMycYKZQaezkUzNjIoa0N2rRxHToZxoLBqNFHEgPVhmdv9GdJqfCgvK0023DJf719gFGhczR+wpjdISWPeGy5x6GToeQncQGLe6DKnddk5KrB6psVnSh/yre4ZFCHkp+Y+5IsHl/lm8yx/tvoOX6ovMnRjA5K/delr7LoFGm6K41yKm989hdIXphpjAEKQLZC+lOV/0J7hZ+dvcGc8x4zapRsYeJGMHSm83j/NNXMXPfKm3IGLqSNUwWffLXDROGDmao/XFta4+7XT7H5rkfXKHH+0dJGfW3qfv/XsV/hv33uZf/z2R3n5wl2upWIewKLWoucb5OXhlAcxm+zx1YNzNI4y4Iv81AvvUlYHvDdYZEFtsarVaPhpCtKQXpCYBGSZIzvNk8lNjv1MrOsMdHZreaJAwPVklottyokBdqCgifHz0/ONqQa5rPS5M55jNtFDE3z23Ph5P6cd0Q917ozneDy5SVJwAeiGBt3AQCJEFzx6QFkdxJUc0HBMdtwi7Ym+eUbt4oQKGcmKyVlKBy+SKUjDqctTOzDZdMuU5DhJHoQ6ErERxcMOwk9l93lvvIwXyrS8JEV9iCLG16tMiJN7Xh47jMmc23aRbNIiJbp0fYMZtcs7/WWK6nBq3mOIDq3AjFvUEy3uhleYzjwfJjiXkoesj8u0fJOMavOt5hnOp4/JyOPY8tMzKKlD7vSrHPQyeL6EIgdUUwMUKWCnk+Ni+ZimZ2JILm82ltEqPu91FjiTrlN30/yFj30HRQjQRI8/qF/jJ0sf8q32GT5ZuBV7ImQOud2vspDtUh+ZjFC5PlrkJzMfkBbjin7HzqNKAb9QfYv3rSU+m75OgMC7zXlW0m3+x71n+GuL30YUwnguK3gECFwx9thxi7EMSvSRhIhb1hxvt5eYT3bpOQncQKakD+mOdRarbfLykC+2H2FnmGfO6NGO4i6BJvksqw2O9CwpyeacdsgH4yW8SCKIRFKSzbw6Zt/NYYUqs0oHRfDZdMtIRFOr0v8QfuwD8bZbwtBEHlgVThk1ymo829NEj3GoMlvosZho0/ENLqcPebVzjjPJOs8k1wkiAdeXuFw+IkRAkwPSuk0pMaRhmyhiQEpzyKhjDEVlaGlYXmwwoEs+fiRi+SojT8UNJDKajR9JmGqcJYeRgDoJEhW1z/1RhRCBrBK3tcNI5OcX3+WbxlkM2WWrn2cm26OiDygoozhoi07MMFQHDMIEm+MSNSfNXKIbE7hChduDGZaNVsyI9DQeL+xOD0GIBelWGDvTvNFe5Reqb2GHCq3AjGUbYqyxbE28p7uBQUEZcVY/4lLCpzVhjbqRxMi/iERIWRnwzmiRT83e5novNjs/ox+Rlmyyok03MLAjhaZnctnYm2oIj7zYieap3DZ3R1Uul4+oeTGLvOHGLbleaEwrmsvmAWIq5IFV4WhYIK9ZXCsd8MrN80gJn3TZ5qwRk9S2hwX+6unX+c3NZ7h4KpaGHDg5ziWO6GkJTMkmjAQuJfdZTTToBQmOnTR9P0FJHTCj96aevS0vyZvWGnU3Rd9PMA4Uum4iDsSizZzWpecnOLCyPJ3f4rXmGlrWZ7HapufpfL19nsczO2zbsdPRLy19j/VxhbeHK3TtBLNmj4uVI0pyn/eHS7xTX+DFmQcYH/F48zvnUbsCAsTBWIidt/RuhPCbJX77Fx/jr53+DkduliWtyX27yrza4UoyJqs9fC900WNebfPWYJVTiToNP4UiBPylmdf5py9L3K+VkDdM7G8V+R/1n4CrfRYrbRoDk29/9Qp3nqjwG6f+cFoRnlGPuVo85NXXL/OgXCKdGvPnHnuLjDyetsRnNBU3kqj76ViyEknMKl0OvRxltc+15M6U4JSXR5zRj/n02dskJBdN9KcdiYwc/2zXS7BotnBCJZ69ThjRD/XxVqhhSjatwGTHKeKEclw9CirKxOv5Idnn4XhEFEJ6QYJHk9u0XYOi3J+yYEvygJqXIUDECjQkJaIgd0kKLt3QmHQhbLacEr3A4FJijzv2LCtaYyodbEUmgzDBqhp3524PZ6g5aT5b+IAAccpQr3lpUpLNTpjHkNzJnF/i2M9w5GY5HGV4MXsPO1RQBB9JCHEChbaf5GOp2+iCNyWweZGEKIQQxS35sjrg9f5pUrLNt/dP0SkmeKRwgCZ6mLJDxzOoJAYEocjGcYnVYouLmSPebCyTTtisGk1+b/0qhu4ShCKvHJ5FECK+dHiZx5d3eCl/l16Q4IP+Arf3ZzgepghCgX9uPU1as3EDiRmjz8hXqZoDdMnjhdR9rEij4afxIglJiJg1e9OzqRsa9EOdR4oHvF1b5Cfm7nJzHJ8tihAQIvBkcoOWb/LAKtNyDNp2kku5I47tFDnNIiXbjP0iBT32nl7LtTilHbPnFUhIHp+feZ9ekJho4iXKSp9Np8K82iYl2Wy4cSf0yM1QVgaYko0ohKzpdZpeigCBxqRFPgw0SqH9A8Wpf/deph8TvNFZ4a3uCknZoemlaHopNNEjjETeOFxm3uxiSA5Pmxu8nLrJ54vv8b32Ct8YXGBnmKdojngks4vtKzQbKfq2zgeHc2wdF9nvZeiOdXpugp6jU80NcH2ZzWGR9w7mudcsk9dGqGKAqcStUzeQMGQXdTJ7Grg6t+pVGm48U/RCia4Xzy/8SOR73VV+qvwBtXGKQsIiLTusGE0OnQy66PHhaJ5v9c8x9DXe6S/T9pKcTtYZ+Rod30ARAlaTcUW3MSwym+jTdEwOnBx2pHDXnSGIYqJKMEkc2r6JJMQmESkpzpLbvsmhl+O2PUcvMJhV45ZLcrIkoB/qfKl7jV+qvk5KGvObt55mNdMkI40RhQg/lEhP7C27oY4dKVTlHk4oU/MzHHpZXu2c5/4oblkeuRl6rs6nCx9ySq8xDhQKyoiy0qeixFrw9XEFUQiRiKhqPS5mjkhIHqeMOsncmETC5fFJ69kQHVTJ59ZojqTq8t5omWGg0fWMieQnzkkNMRbmG6LD0Ndww9iX+6x+xNXkLobokpeHPJXaQBECLif3eS6zTlJ2Jo5sPoNQZ0ltkpHjDsiN/hxXcwf8/p1r6LLHo5k9Tpuxe5kpOZzRj1hT4yTxe7Vl8gmLlBw7Dv1B61Heqi/ieDJ/cO8KRW3ISx+7jpf602KHSIbBgoiTETB+K8vvHz3CilaP53eSTWZSET20AdydOAe1fZN5rYM2ca3q+QY3xws8l9/ghaVNPvUT7yA/32Y85yO8m6b5lTnc+2kq7wYM/qTK39v6SUTie+UL3UcBEKs2P3fxfV6Y2yCnjDAlmx2nSMePxypvDtawQhU7UuhP9KKG6GBM5Dz33SotL8mS2mDfzbM9ypOTY+cvQ3JZ1puIkwoTYHNciqU6E+new05HXhqRl4eU5Zj13AsSnEsckp04PDX8NHedGb7VPcMgSEwrOF3wUYSAd4axTE6dVMd5KSZExQE+nhHvuEWO/SwbXpl1p8o3euf550fPYAUqVqjSDZI8aWzEphGRyLYX8yq23SKSENLwU1wwj0jKDn/UvkzDT3HgZKl5aWpOGk30mNO7HDuxxeyGV5reozk9ViUU5OGUSV2U+xSVARtuhX6okxJtruk7kwo5pCL3GAR6PFf1NfxI4vRsnYxmMw4U0rIdt/jtNE+lNxGECD3h4gQyB+MsWW3Mi5UHdH0DSQrRFB/Xk2l2TSxH5driHufNYw7cHL+99RjvHc4jiiGNowztgyy1XoqKPiCIRDLKmJvHM4x9hQftIoNQ58DLxcQwP8nQV7mSOuCdwQrzapu6n0Iiou0anC8c0/LihQ0N12Tfzk2sR2PC3O4wR8cxeLGyzncOVtnsFKhbKa635hk6MZHyyM6wkmxxx57jwMkxp3Uoy31mlS4VpccZ/Yg5pc1lfY+UZNP2Yx+G+H510UWPlGgTRiJv9lZRxNjz4cZoYWLfKTEMdX4Q/NhXxLVRikAPSSk2A09nLhG3lgIEdNXDDSVK8oB+mGDbK3HoZbmW3eed9iLlxIC9YY4/PLjC2WydVM7iicoud7oVmsMkuuKzmm2x088hCRFrmWZsBhHI1E2TojFio1dkJtmn5yZ4IrfL7QlrMKm5ZPUxpcSQvU6WXSuHLnkUtRHvt+YoJCzOpuINTl9pXeRUujElM8yrbTJS3A55mN02PRNV9FnQO8yrbV5rrmF5CpfyRzyT3mDfzTPyNKrZHiIR82qLkDhADYJYu6kIPpezh4iTIaQ28YBVhIAAkYrSpeZlGQQ63cCYZu4Vpcf71jKfzH6IF8n8Vzd+inxmxOXUARlpxPnUMZrg88bwFE4oxxWzOmBJbfLJ7If8cecqWcViMRFnnaIQUVSG3PUr3LAWyEhjziRr9PwEu06BitInM7HY+153laI6YkFv0/d1Om6CD/x5LlWOeDKzTVHu0wuS3BzN83LhDr939AiXckd8bfssueSYs9k6d8czUyOFhyzc1CSBGHgaF8zDaXdgUWtNZnixIcqhlyUl2nRcgydz2xiiQ4iIG0kcOFkupw8ZBhrfODxNOmWxmmpRVAY4ocKmW+JJc5NRqPGNwQV+f+MKQSDSHSZopJJ03AS3jmbwjg3kikUUCcxpHepuGvHUkOBWCslh2qIWwnhBRCRA/fcX+a8/muU3Ln+Zd50c98MZKkqfhp+i4yWnlRJAZrLRxwo1+r7OaqKBIgRcS+1y4OT4zNItiqcG1J9K83vrV0l+K4WTkkgeh9RfneN/ejLJ2WKdO/UKj8wcIMkB3z5ew3JU5jI9ivqQpzJb09HCojaeBkwr1GLbwYmq4cZoAVX0GQfxrLjjGwxdjXe6i8wbXd7qLHParLOaaOBFMgnJo+akeTb1gGM/Q1ayqHmZKblKJG4FH/vZia2lhh565OUhbw1WOW8c8Wh6F1EI+WC0gCnFHgBxBRlRVvuxkYnaApgevvtuPiYXInDoZadtyPPJQ55JP5gGXgAr0siKFrtenjPqMW4kTfXKt4ezeKHE89l1bluz3LeqNJ0kVb2PH4k4ocLV5C4hsWPWKFSp+RlqbpqP5u5hiA47bolz2hHrTnVqphJGAsd+BivUGITxVjVJiElrp/Qao1Dj+ew6vcDgYvKAbbsYKzsQ2LELiELEhl3G9hUEIWI11WTkayybcWftg9YsUSTwN9de4e3hKhvDIs/kN8lLI9pBkp1xkWzCpjcwiEKBdHGEZWmcLsdzdMePx0GXqkfkVAtNip8jN5IJIpFvHp/mmfJWLOlKbXFnHHcVrFBjp5/DDySeqsQGG8+kN2j4Ke5ZFbJKmorS56XyPZqeScNN4fkSRtLFD0XcQEKWQlQxYC7RZV7t8KXjy7xUvgcwtdg88HKx37ro0IBp63/fzfPHRxd5orgz0ZHHXtszem9q3VlSYz//ojKkEHV/oDj1Y18RO76MF0oUlBEhArd6M3w4nOP39q7xbHmLqj7ggR23G+bkuMoLI4Els83eMIcbSHihyAuZe6R1h30rS8UYEAQiL1Q38MN43phPWHzzzhneOFxm4GtcLR5gKg6X8kd0HAM/FHFCmcdzOzxe3UORAvLaiLRis5DrIhITsdb7JcauwlY7z/XOPH4kUdX79LzYCF8TPV7pXKDtJ0lJcQvUnnjafiJ7i56f4Ppokc3DIobi0XKSPLArbFlFXig9oKz0WdXq6KJHVe6x5ZRRBJ/CZIb8ZmOZt/srEw/X+KCOD59xLAeQh9wczDIMYrJP20+y4xRj+7tQ5Q9b1zhVavLJuTusqg1UIZj67GakMU+YW7yUuT21Y+wGsSvSvNomM1lasesUGAQ6RT2Wb/SCBHaoTD1rvUiK23ySwyPpPWa1LgdOlqNxhq1unto4FRO3JJsNJ66a267BgZvjYuaIWa3L8wubRMCM3qOsDCircZUds08l3EjmXCKeGVtB7FakiR666PFmb4VjPzNtQ1qhhhvEOe2uWyQl2uiix/1+GUkIuTeo8Im5u/z8yntcM3f5k8ZF7llVTms1Wr7Jbx0+xVf2z/PIzAGfWbtFQvNodlLcb5YRxYjiqRYvrmzw0bV1wkiMJVRihHt6jJeMQPg+kzoSYVwU8ZKgfTPN/+HWT/Jcap2Ga9IL4lVxi1qLZb1JL0gwCHR6vsGWUyJA4HJynzASJ6zTmAX+0BikrPb5uTPXufwXbtJ8JGJcEEk0I8K3sry/vcBsts9bu4v4nozrS9iOQmNk8u7hAl+uXaYXJJhVunT8JD0/ZvtnJIttu8j7w0WafoqE6FJUhoSRwD17BkN0uZI/4HLmkEvJA+aNLmnZZtv+voex5cfzVC+SGIUa82o79oYXPNKiTVq0UQWfRbXFm/1V2r6JSDgxbInbzUnRwZ9UMWf1I7atwkQOFXDsZzieBNt79gwbdjneaibZU0/qQRD7IafE8VQuJQkhWWmESMiGW6YgDxGFkKTo8ERik3Wnws3mTLysQunwbOoB81qHlp2k6ZgU1SGHTpZ2YLKq1lEEn123SBiJ7FtZ9t080mShgziZC0O8kq83YQsbosNtew51spLQiyRSkxmsF8n0/AQ3hvN4kcQVY48tqxCPy4j4zvEamuSjSAGfzn1IURvyte2zfGnjEk+UdnluYWtCRHTIqXHn7I+bl3ildp43a0vs1AqkkjZEMdnxr1/5NrIQsDfK0hvrvH28gBvIPJba4aXivWnX4s32MvOpLo8lt4E4OHa9BP989ylujBYwVZe1XJPDcZq7vQrvDFZoeimyypg7/SpHbqzNPpc44lSizplSA9eXYt9/xWM+1SWrxLasiuCT0eLRiRVodAMDXYiVDSW5z7LSRBc8mp7Ju4Nlmp5JMTHkzcYyohB3Rx6eW6oQ0A1inkJRGbA5LvLOYOUHilM/9hVx9zDNc2ux68wj6T000ePIzfJ6d5VhQeOx1A5OGGtE+6HOE4ktvhGcpzZO0x4Z5Iwxti+z4VRYTHV4c2uZhOFiJhz6fiLWBidGsZRDDePf4+okZZeq3ufBIHaW6VoJXhmdJaU7LKfbqGJA300gCRFnM/E2kN1RHjuQSageriWTUmz6no4fiSwZbW4PZ7nZnCGbGDOj9bBClZxs8YXNK/yZtetsuiVMyeFrR+cIHYmMOmbe6LI7zuGGMmWlTxgJU6PzQwQ00aM5McEPEElrNiuJ5nQzyr6bY17tkJFG7Hl5FCHgUiq213w4W4PY/L0VmFxvzPIrp7/JW4NVNqUS4aQqeEhsABgEiYmRSFzRX0nuYYUaGSnW+o58jfPJQ4qT/anzaocjN4Mm+rS8ZDzPc+NZckqy2XdzjHyNzVYBRQrwAontXp7fcR5jMdnBmtgr5uS4TToMdBb0DttKfNjuT9ixL2bvYodKPEub4HL6ECtUGYUaBWnI6N/QF6uCj4vMt1unKelDNNGjJMfZ8ENb0T/YvYIm+4TpONl46GX7fmuOBb3NF/avsJDq8tOrH5CSYuvGvUKOu1GZzy7d4kZvjrOpGr/3zmN8/vF3aXomG50C9lBjaa7Jx6/c4ze/8jESDeFPLYkYLfkIgUDm6xn+T8Yn+PTsbUSiqdGEQoAm+FODDMWPRyVt30QUQvbs/HS2bocKihxM52ZPZba4+BNH/O7Za/SuF1H6YNxIsNGbJbkjMVzz6UZJqsUe3VGCtGGzbLa53p6n6ZjTjsuOkKfjGqQmbf0ZpcuGVWJZb9Fy4gTt5dxtro8WMSWbV9vnsHwVkYiE5MaHojKkmIvd3haUNg0/jSiEfLkdd1l+In0TVQhIiTb37BlU0afpp5hXPQrqMGb6y13eHJ3iVCJ2weqHCU4n6+TlEYoQoAsuyYks0JRsMpJF2zdxwtj7vBskOaXXaPsm+25hylDOShaDMCaiNf1UnBwoHt5kt3dF7vFUZScm8bklLut7BIh8quqzZ+fpegZLiRbDQOfQy3HsZ3jS2ODrg4s8kt1jRWugELudxRWzE1fBgYYkhBz7GeYmrN2DCfeiKvemUk6PWEZ1vTvPnNFjyylRs9I8kd6JvakdA1NxeKH0gH4Qb9eazfYRJ+3hvGrx9fo5dlr5ydrIIUtGm1daZ9EUH1nxUeQAVfe5XD7kzmiGo1EaUYiIgDAUedAq8m5iic/kPuDN0RpvtpfJaxZryQbHfobziQPujOdY0tvcEyt80JpFlWL1wl4/RxjB52fe59X2OWxfwQ0k2m6Sbx6e5pPzd5hX23yksM7vWI+gST4J2SOnjjm2U6QUhxujBT5ZuMWWU5qyznXBoyrHI4ltrxiTUOtrjFyFpOqxmOoQRAIPrDLnk7HsNCONp1aX+kSep4k+R27yB4pTP/YVsVYYo4oxo8+LJJbVJnUnxU+eucWS3iYtjuOlBJPtG7PygE+nbnA8SjG2FfZqORKKx7frp0gpNo8t7+I6Mp4vMfA1VCngYJDh+cIGS5UWVysHsX5YG3Bsx/riRbPD49U9Hq/uEUQCd1pljgYpTMWJXbckh4GvM/JV8pqFqbjMZProkk/bMRh6Gu+1F0jJNhVzwC/Mvs23aqcYB7GRgSr7vNtZ5Av7V9m3c7HjUyRwu1ZlHCi0nSRLRpswEqZzzOZE35aXhhiiM5kBZ3kit8OOnY9fO9GbujL1gu/fUBcSB6QmgvoDL8exl6Gq9vli7Sp/fuWd+Pcqo2kQzsvxrO6hsfsDp8Ifty7zTm+Jupui6afoBQm+0rrIitYgIcUs6ow0punHs/OHm5HmtC51N8W+k+PYTXNzNMvrtVXer88xn+1SNEdoso+heHiBxNE4zY6VZ+jH7O8DJ4cXxgdQKTGk7+tU1D5JeUKgQyQrTbSWxEvoHzqmjUKVRaXNnyt/jw8H8xiTCuN0qk5JHXB7OIs7YSh7kUQlMcDxJRZTncnPa6TFMc/nH7CU6vA/3HmaZifFtfQ+xsTc/449y2yix3Kuw43eHIYcs1Kri23ebS3iRRI/vXgTI22znGrzTHKdv/bpr+KZEcooIlTiQCw6IqIjYBfB/r0K/+yd55lXW8yoXe5Z1bjaEx8aT8SSs0cT2xy5GfLSECeUqXtp7lkVrFDlyM2Sl4fx4S8EnNWP+N+e/gr/6899Ce/RIYEK6fsS42oIIWQzI1QpoJwespDqMvRVkopDz9Np2Cb3umVmtR6nkg1+IneL5zLr1LwMa0a8lOVwmOaCeUjNi+VjTyS2eCG3zguFdUQhxAll3usssDkuIgohl/X92CIziP2lr5j7vJC6hy56HPg5BqHOWf2IqtZnRuniTlzoTMlmFGoYkhO3GJV4dNXxY1vVqtwlJE5Abo4XWB9XuDFaICXZND0TO1Rp+Cm6Qcwajw0/YmUAQD/Q0QWPitKj5mXoBkk+GC/x1f4lyvKAqtabjHe6uJHEgtLitFbj5cwtViarKm8PZrhnz9Dxk7w/XuaN+gpWoLKq1kmKDgtqi5Q4nibYFxIHnNJq6IJHKzCpKl3W1Do936DhpxAJ2fMKeJFMSrK5nD3ECSXe6y6Q0614zaWbYuBq3K5VuZTYj6VAiDxb3ORaPu6atF2DU6kmT8zvcKV0xNf2zpKQPH525Qar2RayHLKabfH0wjYldcjA13B9iWbPxHEUMsaY5Xybs0Z8rX1fZ87okVZsZpQudTeNHSpIQsg73UWeL2+QUh1aI4O6lSKheIShyDfbZ/FDET8SY831KEvFHPB2a4kv1q5yazjLUrrDotnhdKpOz9OZTfRoOUkOrUw8q3dTnNGP8SKZ+24VO1IQJ97ddS+NIgUoUojty+wPs3ysuh57cTs5UtKYjGzxXn9xekYqQkBatlHFH8zQ48c+EK8U27ihTFqNTSPqfprvbK5xqzuDITnsuEV6gcH+RObQmJA2glAkDCRkNSCj2jSHSe51K9xpVFitNMka43g7k6+ST1h8t73KaqpFzUrTcxNsjQqIRJiKw8DTqNkptod5HE/GsjXSemxfGSKwaRXZ6hfIqGP8SCQhexT0EX4kklXHeIHEE/kdFCFgOdnmK62LPFI4YDXRJC+PeKK6SxgJ9KwEtzsVfmnhDT5x9SaL+c6UafpQEqEL8UrD4sSzth2YKJPNSHeHM/GaRdtkQW2RlUYU5VjKceRm8EKZvDSceFfHc9KHDlTfapzmfPqYotyfGrm/2VlmXm1TkuPWmy54DAOdDatEVhnz0fy9eNfrxNM3JccklDkt3qQyDHSsQKUk96nKPSQh5MDJ4kcSN1qzbI9ii7z5VJer5UN2WvEu52WzTTXZZyUdMz2PR2m6dgIrUBl4OkVlyDutRXYHOcrqgBWtzoIeG83fGc/S8FOc0Y/iJEqN5/67ToFb43mO/QyDIMF8osOOW6TupbmW3OVM4ji+H0KVmpfh7e4yQ0/j00t3+EjuPmt6HYmQB04FK9Ao6wPm8j1UzWMYaNhR7L27ZRVoOiYFbURWHbOQ6DByYnezet/EDyXe7S4yaid4bXONVmDyOzuP4p8aY1WE2PRDhOSeiHEoUrruU7hpUXlV5h88eImy3Ocnsx8QRvFe3QWlTSswaQUmQSSyrDd5Z7hCWrbxQom0HHcxHsowehOLyLqfJivFbka/duUVXv7c28jjiOS+CFJEr5+kMTDRJB95omtt20l0ycdUHP7C4ptcNXZZ1FqMQo38RMZUVvo0XJPLhSOsQOMrtQtk5DEHfo66Fweaqtqn6yUYuhoDT+f+qMpte266P9mdbPOxQm1SpcQmL3akUJTj2XEcLIU4eIcJqnJvuqvbjmSeMLemywfcSJ4yea8ld0nJsYGHIgR0A2Pa2h4E8dIKcfL7B6E+XbrS8GOS6B17FlEIaXlJ/kX9GcpKn8v6HmnRJitZhJNgkpUsrho7WIFGy07yjdoZjp00e3aeWjdFTrZYd6rxalPBpRHEr81DJ6mUGMsDq3LsNf+QtBcg8pa1Ri8w6E92Os+oXUzZRZUCFhIdwiget82ZPZ6Z3+bAy1GQhjyZ3Jws8FBYTLTJqxaiEJJXLTLKmMVMFyeUWR+WOWvWuFY94FLqEFkI+crOed7ZXmJo6Ri6iywHrGWaXMkccEo75mv9S+xYebaHebxQ4rY1iyG5bDgVfn/nCnfrFX5/4wqqFPD8XGx+E0YCshTLP1Ux7oQlZI8QgZI+jKWQY4Nb7Sod20ATfTaGRcJIYOTHG9x2e7H3vhPI3/e+nnAXXh+dQSKcjtG8QCSpxqOSGbVLTrbYGhV4YFfQBY8Xs/cnmv34TKwofRKS9wPFqR/71vSVzAHdsMBWt8B6q8Ravsm1hX3mjS6b4xIvpu+REsf8bvtxThk+G26ZpOgiiSGBJXPmVI01s8H9RmxyXk7Fkp+k4tL3dDabBdKGzazZI6+OqBT6bI6K9L14GUQYKNStFM1hEnusomoehdQo/nlHJ63Y3GuX6PaSDDIqZ/MNbGJ29blUjd1x7PO6bRX46eJ1/sXR03iBhBvEjj23ujNczh3Sd3R8X+Sx4h7uZHn4T1Vv8HrnFGfS9e8vAwhzE3JMvM2lGxhYoca7vUV+shgvK3g0u8cgSHDo5aYzWUUMyMtDkhMpBMADp4IXSbxSO48m+yxqbXTRY98tYEgOpuJQlbtx1eyWsYKYfJNRxsyoPbwoXgN5Rj8mKTqIRLE/teix7+YpygMykoU7kV5Ygcqy3mJJbfLawQp/c/UVGn6KLafEkZ3GdWRGnkoy5TAOFBKShxdJfLx6L14VOc7RcRN8t7PK5dwhd7pVvnhwmZ+e+5B5tc0Du4JEyKzSZd8tYIUq5/UB540jmr5JSrIndoMN5tQOr7TOU9aGbAmlePG4k+RV5xy65HEwzNAeJCloo9gIfrKibkaJN4Ed9ud5NL9HN2WwbRUwJYesPuJcsjatqnKT1mh62ea37jxOKmmzPcqjSx7p4oh+zeS/ffATLGfaPF3Zpnqpz2/efgr9bXPqvOWkJURfRRlFBL9b4H/32Z/h7135fc5pR7wyuEhPjol6O+Mi23KRK8Yec1qXtp+c6krj117DjWRWtFjm9O3OGcrl/oR4FO/obT0aIA0lzA2F4YqAlh7xifKdKWlm3uyymGjz0dQdtr0S7mTG+7X2BYaeRlYdcz5xyBVzn6xk8WrnPNvNPJeyBjf61zifOo6Z3aGMJEQMbI1U3mbka9S89J9yDVvQ4wUkNTfDvNqeksOMidwv3jKkxeMVQhp+zFCOkz+Ngj6xRhTFqZtXURlw6OYYB8rUzMSOFPbtPHk59l4Ha2qvuOMUp2Y1ABIh9SDNef2QIyXLnU4VLytRkkYMJizyh97TDT8dbxjTjxjmNP7g/mV2NsskyyOeXYpJTLetWVKpMX3iqvu0djx1mMpKFlWlO3HWkukGBhlpRFkesB5VGUyC8L6b42CcJa3Y00TYUIdT85PTiRrf7a3hpaWJkYVKWR3Q82MOQd3JkFXHBJFAJdHnw+4su+0c97QSg2GCO2aZlObi2Aqq5qEpPiNLY7bQ46IZW21+b3iKG505nEDm5epdmp5JTrY4ox/Fm+EUn97AIHQldqS4xe4EEq4vEYYiuuSjibFcFP/7Ia09MjA0l6V0h5u1GQQh4rCfZjHb5UZzFstR8NzYjWxG703vgwW1xYGX4xFjB4AjK0sQiviBRBQJvN1Y5MLSIYbk8FRua+rW+HzyPrtefrrA4sZonoPxn17V+u/Cj31FPPB1bncqyFJAUnO5vjePG8r4k9Vs3xuusemW0USfB1YZO1JJig4X88cQwd2dGV6vrTJuGux1suQ0i7xmMfYVasMUSd2ldpiN28yT5dBJ2eVUqkFRHcYtk1DEGmogRCzmO6xmmiQmlom1cYq07rA60ySlufG6r0CiZqW4O6jQGJt8auY2h6MMO26R5WQbN5QoaCO2R3EV3fMSPFrcQxQjHje3+Kebz3E0jrWGWXUcL822cmiiR04e8UZ7FYBuYPCH9ats2CXOmPWpV+8g0KfB7yFVH5guL7cjhU2njCZ6/O7GNRqjJC8U1jFEB2vS5rMCjZdzt/nD7iNsOBW+fHyZdatMRh5jiC6aGLd1Hs58Hy5rH4T6lHCjix5NP8V9e4ZuEAeGotyPNchjlWM/wxdrV3FCGVN2IYKDVoaRr5FXR3TdeOF7RekRRCJnkjWeym0D8GFnNv43qQ6/vflYbPYyzrOm1wkigYxkYYjupPLxOXbS8UIBz+SGtcC7gyUA3m3Oc3MQL4Y/naqzaHQ4lWxwLlvn8swhTijT843pvuCUNI4N+TuFuJJOHpNVx3yjcYZv984hCSFzSodTWm26IauoDHhycZfBKE7cbh3PYGguhAIZzeaJ7DariQbzaov/7OIbRM93ieSYPR3oMJyReegrk/jjNP/NxqdoBSbzajuW+EgjSuqAjDxm0ylTUXoYohtLTCQLJ1Q4dtMTa8YETT/FabMejyTkHkdelt/71lP85899i0989H0iEdL3Zdq1NL+z90g8Y/dVPld8j2W9SVkasqzErOc/bl6iZqVoWkncUJq2or1I4u3jBeYLXd5sLGP5KprgT7zPQw5HGQzNjQk3YsAZ/ZgHdoU/ql9GFkPujGYQCakovan5QnXy31aocUHfnzKq44TApyp38SKJ7XGBdadKP9RZU1o8k35AQRrG3uLKgOrEi8CczNfPJ2J1wEPZW883mFU6ZOT4HnpgV2LnLj82wLhjz/KceZ/zuWMWlJiN3Q91VGJ1wsN2rCRE6KLHml5HVQOK811U2WccKOzbOXKKxX17htf6ZyZz8PHUWUyfvH8hIrrosqC20EWPup+attDjJQuxo2Df05nVuwD0/Dh4lNUBN0YLdF2DPzi8ym8ePMu+leXusIoTxoz1EIGUbJOWbW62Z2iMkuiqR6+fxPckhpZOx0qwWG4jCBGa4lPIDunbWuwcJwS8215Ek32uFfaZUbqEkcD5xAF2GLvBDWwNRQkw0jayFHDQT+P6EtmEjSLH0rJRoPKp6i3qw3gV5uPpbUzdwVA8/FBElX2O+nHX4LPlGzxT3WI226ecG9ALYlb5dweneL27Rmsy/z/2Mmy78eKXarJP0Rwxm+zRt+I1sHlpNPXpt8N4S9vu5PtFIeIjmfs8lt35geLUj30gvtGexfVlMppNQvGo5vv0HZ2k7JBXY4bsl+pXaDomVa3Phl3mtj3HKFARHJHIkqgdZpFSHralcjxKU9SGeIHEUqbNcKyRLo6wA4WRr3G9P48fiQw8nbabxA1lDg7yEAqcm60xY/Q5l6xhKg5r6SaiEKFJsRjf8uI383L2kDmzx+Eww1o63rxkqg6vt9fo+xq/tPAGshjbZvqRxGKiTVkd8Itn3okfSM3h6dwW21aBlUSDjmfwTHYz1k731lgzm9yxZvjj5iVMxZkuLOgGBodejq6XoB2Y7Nn5uBqayHpqXtxiK8l9nEjmt7ce40yxzsfn77MzLrKgtMhLQ85pR/E8Tu5xvTXPnNphMdnhgnmIIbqYksORm8UKVc4aNRp+ipqXxpTsqcVdw08hEZKTR2RkiwM31gneHc8SIOI7Ml+uXWanneP1o1Xu9cqUi33yaYvbnQrHdvw+5eURu04hDupePBdfMtpxR8LVGLoamYTNl2uXSEhe7Ajmxt9/4GQJEeMtN8M83+mc4p3GIuNA4ZRR51SyQUazmdO7VNU+RWXIUqJJy0vScpI8nd3iE/mbKKLPitaIN1/5Jl+oP8LpfJOGnyKMRJ5Lr3Mle8C3D1a5NZyhGxi0ApM9L88rrfP864NH0USfJxd3udcuEYYCx7t5UEP2Olm8UGYYxIbzRXnAz61eR32hiZuN8BMCog+eIRKq8V7j4R9V+a9ufZabo3mCCcknjO1BqHvxPHxGjRcW9IJYi37BiG0Ae4HBjNIF4LYVLymwAhV5Nu5kXEwesPjJbQDSt1SOd/NsDws8mY3bib0gwShSWFM6XNYOOBhm0CR/yl+ouynqXjwbvFCKnxdTdeg7sfFFx0viRRKfrt7kXK7ORfOIrX6B3689QojApcwhO1aehOTxznBlypCOfczjYKwIAQdejiMvF1f0QoQxsaC0Q4UgElAEHztSaIWJicOcyoLaIowEUpLNjNJhVo1JO2VpQC9IogtxN2hJaxIgIBFNZVTtwJw+R2Wlz/eGp/jzxTdi/e+kgzWatDQfbu5JiWMMwWHDLqMpHp+cv8Pnlz+grA0Y+SrHE/tVTfR5x1qhGxqU5P60AvcmUiB7omfWBS/2r44ken7cqjZEhzWtxlOZLbxQYk7rcKs7w83BLKZk03SSzBtdnizuEEUCdxsV7ECmrA4YBhoZZUxRGXC9M08YCVTMuPjQ9Dh5l+WAlO7QHCZJJRySqosu+8xnenw8e5u7wyqlxBBd8rhs7PNa7zQvZe5QlgaU5QFbTiz1NBMOhubiBxKiAKIAe80si+kOlq/QGJscOxkWsl3cMGaGp1QHx5c5GGYwNZeZdJ8nqvFWptVEgxdL6zxX2WRFa/CJ1If8lcJrfDR3j123QIBALzDYHMdmNUNPQxZCtvp5fmb1Q66k45W6d8azUzXFh/YCg0BnVYtn9zUvw4Gd/YHi1I99IC4kRvzE3F1OpZrst7NcKRwyb3apOylGvsbdXoW9bpaUYtNyTRa1FkduJp55nK2BEu+bCzsqC5UOA1vjcXOLj1fvoYoBF6tHfGbpFk9ktwkjgYVEh4GnMfA1Go5Jw0qCK5JI2ZT04VSSkFdHXDQPeb64QVEfsZDsUk4OqQ1NymqfxthkOdOmbpvcHs5Q0oc0rCT1cYrro0VWE01OJRuoos/6sMyK1uC8fsiel+fzs+9PNxF1vCROqPCt9mlea69RVIeU1T7Ppdf5dPEm58y4LfyQ/fzuYJlHzF1K8oCcYk0yf5sgEqczsDeGp/mtW0/wwuwmT+W2MSSXpOxMlnnHbTBRCOmGBs+XNzhwc3wy/+FUOwlxm25Nb0zb3MOHG++JZR9HbpbfPHg2DqKCz5zaYX1cxgll/rv7H0FLxlpJx4l1jvWBiaF41GoZMprN+dQxBWU0Xcs2COLEyJRsup5BQRsxk+xTnfxJq7GhQdtLcnMwy6ud8+yNc9wez3F/WObj5bsAXMwfkVPiSmdG7fHx8l2O7EzsGSzFS+vHgYIhu9yzKtNl7w89gL9Uv8Ka2WTJaOOECjt2gSCKZUPPz21xZGW4Zc1NvIJtrqQP+Gh5HXmie7xSOsKz44NbsCU0JV4paUr2ZI1fvIjB8RS8FZvRbISXFIgkEN24QhbdCPmVLH90+yK7TiFexq52qCixlOuhrvxSYo/rE1JaaSKFKcr9CbnRZXNYpOmlePXoDJ9cuxMvGfHS/Jnqe5ifPCaUIHVP4YP7i3yvu8r3hmtT68hRJKMLAb+8+k0Wkl1GdsyGvtGdY02rsaC2+CuV79AYm/zC7Nt8fv59RCFk385Sd2MHsIwS65EtT6E1NtCEWP/7ZGabZb3J4+YWGckiLcW633dHy9wcz6MLHiHxLNYKNXacIvtugSMvC8C5ZI2sZNEN4jnvPXuGu+NZ6n6a5qSitCMVN4pb5LteHkN02HRLSELIINAn8+oarcAkI43Ztovk5dHU6OGicYAVxvri284cdqSw7lSRCKfJQzswWXerfLe+wul8k8eTWzxpbPCoucNZs4YXiZN9urHM6l83nwAgjEQafpqS3CdAiP9EAl4kT1jgHoro8y+Pn8AQHY68HBt2rO5Iig4vltb52eL73BnNcqtWZeir7FkxCXQ536asD3mvu8B7zQXu98oxwz5d51L+mKGrYVkal6tHlIt9SqnRdF1ob5Tgcu6Q5VSb5/IbfKN3Lvbplx1ScqzR/VzhXQwhZn9/vX+B39l8ZHouKFJss5lNjNFkn4ViF3WyzGTZjJ+nVbNJx05gTZbGjByVkjGibAwYuBry5Ps3xyXuDqt8JnOdi+ph3DVB4LR2zMdTt8hLozgRjyZbnLQR88kujiczo/a4PZjh+mCR9UEp5htEIht2iaISj/t2nCJLapPlROsHilM/9jNiXfIJEJHFALutc1iOs8iaZXIpf0x9GPtIr04kOwtKizmlw6ZT5l63gpT0kKSQUmbIzkGB5fkmR16OEAE3lGLyieRMpB0it3ozbNaKLJXbzCe7fHhvAdSQn1y5Tdcz2LHyyELIgtGZtn5n9B4H4ywlfUhasflG4yzLqTZBJKCKsDfMsZqK31BVCsjJFk3P5AlzM9apDivcsubi65hUNhWtz43eHHc7ZVbSbdbMJt84jNfWFeQhVamHizTNvh9myWeSxwxCfVpB2KFCUe7TJIUTytzozXHvsMJnz96c6mwfWGWeSG8xmqxM3HfzWKHKjNIlI1u80V5lTatxz6pMxfdzsvX9+WOocjjOMKP2yEhWnKgoIwzZZXNUZKhrXDAO40rdSSIIEbIcsNfJIssBnV6SwBc59CWeO7vBy/nb1LwMO3Zheh90vcR0k05RG3JGP+YrrYtTKY0shIwDhblEl4vGAQ0/hRfKrFtlqnqfYaDzdHaL73ZW0USfnp9gUWsTRiILRoctq8ipXOyfvDfMcSrd5FLyEEUI4t3G4xIjX+OJ3A4Z2SIrWVOmdHkyqz+VqNP3dHasPLd6M5xPH8faR9FlNdHkzc4yO70cj6/tUNX7/NH9i7w0f58bwwWeTG1MGd//+P5HcF0JVff5f7L3n8GSpmd6Hnh93qQ3J/N4W6e8a99otIFpmAYGGIwBNeRIohmKS0ZoV7vixJIMrrhUrHYpDrUMiSuSIwZ3RFIkx3A4wMAMMDADoNGu2lRXV3f5OnW8T28+b/bHm5UYKMgdMEK/EMqIEx3R59QxmV9+z/s8z31ft1cL6VSh+K7OCB6G4qdISUrpVYMvZS/yp068S13rjoPky6pIMsrIGS7kdtkPi2N7GYi9aDeyOJM/4JXGCkf3K6wuvMUgNqlpolB/YfY9vvnpiIPvzpK/qfGmu0r0yBqPZTYoyx5OqrIXFbhg7LI4cczl3BZbfoXlTIOrw8Uxs9uNNG44MxRUl3cPZvnM4k1yisdRmGfPFe/lgukhk3JzMCXyY0vi2n2Idrw38pI3wwz3h2KfP2kI/rmfqhz4eQ7dPB+p3uHt7qKwIhYEqWsjncCUQwqqwz23TlUb0ImFB7oR5uhF5vhgpkkxuRHBbFLpchAWGYx2sTWtz323RkYRe9g5rclWWKE2ssu04iytUXReXeuOsZWvd1b45NRtpvQOMgkJMtNqmyBVSZBYdyrs+wXx/g0ES/taovLpwnXxc5U+spRwz59EkxzeHK4wbzSpq12Wsw36icV7vVmWM+L+93pvhU8Wb3Ac5bjXm2CpIq7xt7fnUJSUp+c2ACjpLm3f5rifJSnKLFvH7PpF5nNtFDnBi4QlNKv75DUhdhr4hpgoqCLhzFYDVnPHPGJv8lsHT6LKMZdsmVac5Z3hIl+9fx5VTWj3bc5PiXtNTvO5djhDkkqcmjzCT1RWc8e8157hqcoGa8MJsnrAK51VKuaQXmDQ8SyGgYYsweagzPnMHmftPb42uCgOQ6pHP7aIZZ8wVccYy1P2AQoJt90p8qrPpNGlWzL5xtE5wkRBtvpcKOzx9b3zlE0HVY7phhZh8iO+tJv8OAHv3/f4qS/ETqTjxgFvHc+j5EKm7S5xKlEyHDQ5xtJDbDXgKMihyslIQdnhO8enOe5nUNWYal7kVBJLbGxO8D3lJHu9PNP5HrKUcq03S80YcOjk2WyWqJX6LGZbWErAyZV9FDlhGBt85/pZJD3myRMb9CMTKOLGGuczu5RUh5uDKVQ5FkrpROxo5602mpRgKSEz2S7TVpcpvcMHwxnhWVQHhLbC1zfP8fT0Bo/lNunGFhtOhfP5Pb7SvMC9WJx2dUWMpe54UxRth+JobyVEJvByc5XHi1tiDzfqXsNUGfuMb/SnuLNX54tnrlLSxA0nTIVFyM9q5FXxfbKjWMMtv8LlzCbvKvOYcsiTuXXRhcQGu34JQ46YN0Q0Zdu3R0XZ4HJ2i6MwT0l3MZSIKFHY8ATI4PbbC8R2glbyydg+K7VDBqF4sxVNl6cK68xpTY6jHE/n7tOKxb5nxytijE7DL+WvcxTnxNQh12LRanKjP8XPVN8bq2RXjUMOwgIXssLcv+ZN0A5tcTgYVDmTP2DLL6OQkFc9/ETYlnaCEs/X7vN+d5owo7DmiPzb+/0J8rrHlC6AFpoa44z42r3E5DjK049Nni3eY8uvcLU9x9XWHI9XtmhHNt3Q4sjJ8TPzN5jR2ziJzidXRSLXhN7nfWcOQ454+fAE/YMcSi4k2TYpbEn0VmO6T3pk3jdRXUHgSlQJNUjJ/n6ef/b8M/zlp37AhNpn1RDUpQvmDkGqsO0tk1V8Qllh3Z+grvX4YDhNOxDFqONaXLy0gfHHEokUKSVJZf7MzJv81ospm2/Nkt1UuHl0kn/0XI6PT97hEXuDVpylrAzoJxYzWhuFhOvDOd5tzPBGusiH6w+YzXa42pojSSWq2SGzensccq/LMZdH2FFbEUW3qWV5xN4kSBUOw+J44tIOM8yZbRZMkaDTjS2aQZYvr1/ENgIcX8dUlzl0cniRyoLdojC6nsNU4c6gTlYRtKyHBfhGd4qs5mPlROEvq8NReIoyHocr0kDgM5UYXY4oqCJG7496Z3kiu46XCMxnRRmw7laZGAVOTGttYZezBDFuyRCWPoWUq+4iMRKP2eucNA+47swBsJJtiD215vO9/lmezd7BlEK2w4ro1BOLE6ZYBSmK4MHfcSYp6w69yOSt43kMJaaiDVk0GyzmmkL7YB3xZrpAHItc7hvNSV6Yus/pqX1+qK/SCDL4icoJ+2icSjdtdwkSBVVKMJSID1XXySo+TqJzu18nr3tMW11yivB3n83vc6W5yFeTy5zL7nG1NUfG8mm3s5yd3+do9LoAVLND/EjlemOajB5w7GZR5IQtt0xe86gbPW71JtHlGFsLaTsWedNHklJkKeWeWxOs/NwhMgkHUW6cwHXVWeTre+f4M/PiYNmPTU5b++QUj9d7J8hpPivZBptOmSBReKc9jyKLaeIgNNjpF6llBkwYA9qRTUU9/onq1E99IX6suMmDYJ40lTg7c8CtTp2C7rGYbdINLVr9DHvbFT587h6P5reIU4mDqMjhIIs7MCiWhhy28ti2T3FiwGBo4scqxqgjs42QM5UDdpwiQaIwU+4KVNzIMjRhDTh0c/xwZ5nqVJeKPWTZFnnCN7pTXC7uYEoBC0aDdmTzyuEyS/kWu8OCUOolIjrxydwa3wwucOTneCdZYKNfwY11JvQ+dwc1pvI9mn6GDa3KtY4Aoe87ef6T1Td5q7NA08swne0SjpSvnUQUvrIqVOCHYYGS7pIg0Qlt7g5qFDSPCb2Pkwgv7rWdGT6yco8pvTvycooUmkEwyr0d7VMfChd6kcUtd4azuX2+3z3D07n7KFLKgtFAkco4sS5CvhUHN9RwYoOc4o3zWjOqTyvIUDUGnLb2OA5yxIWYUyt7bLVKzBS6XC7scK07y2frH3DHmcSWfYaJwVP2GjoxnaTPPX+SR/NbKKS0owxDXUeXYo77Wc4VD7AVn8v5HbaCKifNfXQp5oe9kxhyREkboiEKzL5fYCVzLOAoeo+yMqSfmGyPfNffaZ1l3moRpzKXCrtj8pOfqJQNh7rR4/XuCjnVGwtiTlt73HJnUCQRideNbcG8rfe42ptnfVhhq1ciimU+PXeLmtYbBxycywg/93tD8XW3j+rEsQxqgqzEpAkMZ1KkWCKJZPQXGiTfqKL4EBuQKKDEUHpH4zcOX2T+6R2+OP0OfiK60BmjzfnM7tias2QckZc9GlGWZatBSR3yd9/6PH/qE++Ql10mdDER6CUiQCNMFS6XdnjiU5v85rtPkruh0//qFP/8TI3wwwo/V3iHfmKyFVZGARAq7zWF5/PdnVn2CwUW7SZl3eF8ZodWlBWBD6Os12eL92hFWU5beyhSytcbFxlEBvesOoPYxJAi/FSQ9YTQr08/MdGliEFssmA1mFwWY8aMGiBLCW/uL2JYIdv5EokpsZcUWbIEXrami+d+Wm9zNVzgoxN32fWLIwW2TiPK0ooEiKSfmNTV7oi8NaQVC33CG60lnihtjkVcda3L5EjtDWAr4vd4Z7iIn6ioslCkz4xsVg+xmQ9H/AoJF+1tjqMcD9wJDoI8i6aYnn2ze5Ensg9E2tkINHEQFsfP3yA2yKve2LazlG/R8m2+d7DKfzTf45R9OPY4n5w64lxhn/VhhTBSuNev4WdUkdqkuGx6ZW4PJ8lrHpvtEnekGifyxyK4weiwZBzz1cYlBqHBfKaNKsVUtQHrThVVjnm+cJctt8z7zSn2XQH98AKNXF4chjQlxotE/relhkyYA6JU5tjNjgvsvpNnIdti3ysQJgp+rOJHKpKUMgx0gkgha/rcTWvMZTo8V7iDl2p84M7xTOYeXqrxZnuRMFb48v5lOq6FpYU8X7/Pi7kbTBpd3mwvUtBczmQP2HLL9AITQ4kIEoWnKhv84HCVKJGZMrvsewWMpPcT1amf+kIcpKooZLVN+pHJwUBkXBpyxLGXRVESSnWxk7WLghP8teMLRLGCmQnodm2SUGFm6oieb+L6Gm6oUbRc4kRCkUVwfN3q0fEtCoaDqUTsOgXaqoWtCvqU72nMFLqcLhxSUF2Oghwzdgc31lgfKVVvdKc4Wzqk6WdYzjV5bXuJOJU4Wzrk6nCRTmDRcm3afZuliSb7bp6mb9MNLEqGw7n8Pu91ZvnoxB1uD6Y4mTkUsHQ7x65c5JH8NrKUsO7XqKp9DsICXqqxHxTpRyafKN0gHu3O5swWWcVjy6/w1bXzAEyW+vQjAy9VSRJ51PWWeWbigeiYnRn2/QI1o0+SihSpuibSUzKKzw13ljPW3jisPEwVDkNhF8howfjmUlEGDFQTWUvIKj63+3WCRGXfzaPYEX978Su8M7mIk+gUFBFWfsna5K3ewlgYU1NELqgmRdS1DteGCxhyxCA2+FeHH6IXmhRsl+cLt9kLSySSzGvNE5RqQ+44kzya3RTjqhHgv6b36EUmB75QXh4FeQqWixMblDQHN9HRZaHqLaguU3qHa4N5Zkcgkqwi6FFnjT3uDifZcYpMWz1acZZmmMFSwj8WOiBsVxdyuxz4BRpuFsVIuJzZFJGGI9xnksr0E4ua3ufQz5MxA3pDE7PgM1vuMLWwwbzV5mp7DjcSh6OjAvRWU3LrEokGqp+SKjL2Lhx8c46/OzXD6uVtLpXEQcKUfsQbPwyL7IwKYVkdsBeUsPdFYRAQE3WcfXzHmSSr+lywt7nhzvLXnv4G/6T6LPF3KxRuKfwr9Wm0p2NOmIckqSR2t3JI3e6z3S/y7MID2oHFoZ/n6uEsc8stkYqDNFZB23IgYgK1NtthhXvtCSr2cKSLUKlZYuzbT0xBuYotJtQ+cSqxYhwSpiqHSYGqMRiJ7fpcLc9xvirGoHNmC4V0hDEUxWvTq+AlGn6iUlKH4wPprN4CYCcQViYv0fBSHT8Wr9WXdy8BULXEwXfeaCJLKX6isTuyCQK0Q5tZvcUgNpgxOgD0Y5Pb/jQVZTA+5IBwPVRGB+k4lZjLt/he9wz92GTNqTKhD7jrTXHCOKSiDHjLXaKudvESi1vDaYGWHV2fZXXA2Rw4ts5X1i/wraOzLGZb6LKAHf3i5Dt85egSXqxRywoi2a3uJGGs8GxtjQWzxZozQU7zeHxqG4BT9uEY/fn1xkUOhnmKhktG8cfThrrRo6QN+WrjEl6k0elbeKHK+YkDnIxGs5dhu1Pk3MQBe+0ClhEgk3KnNcFqucGl8i53ezWymk8QK2z0K8xmOrihhionyFJKzgjwIhVLT3ADjZemb/Jme5E35RW2nBKPFLc5inP0Y4t7jSqKkpDRZfKmR93q86GsgMi0Q5uDQY6ma6MrgjURjmxNkpRyR69zvrSPKsdctLdQpFl2W4WfqE791BdiJ9a53a+xUmgwZfZY1yoi2msgZObuUOfEfIMnSxu80lllNXPEVq+EpYekgBuaKEbM3b06SSyhajEnS0c4kc52s4idH2IqEXe7Nfq+Pj6dJalEy7VJUwlLC8lmPE7kGj8GlJ82urQjmz2/wMvHJwSJKVGZtrv0QpP5cpuGY7M9LPJsdQ2tELNvFHhnOMdWq8TZ+gE1c8C01cONNY4DEfV1pb1EzRzQjSwa4TxzZouS5oxEJDoHfp6uZtGLLDqhRUb1edCv8uH8PTQp4pK9RS822QkqfGPzDFnL5wtz1zkI8tzvT4gipLq81V7gidImZXXITlDmOMihyxEKCZosngMnMbBlHzfWMUb+4DiVKalDprQOO0GZZiROtSL/WYz0Hua9anLMUqYpPMGWAjPwb9pP8ER2nW8cPU1Rdwlihd9pPkU0yjJ+KBQryg4xEvNqi5lCm//p8CMs2U0+VHwgxo1Ondf6q9S0PqYcktc8rg9mWbYaFBWHYWIwoQwE6CXKMaEPxirIfU+8waragB2vwoQuBFN3h5PMGy0m1Q6PZQUH+L43OS7QmhRzMbuDY+tcaS/SCmxOZQ/HVhcQqtkwFb7NoyBPzzN4emqTdb82xm8u6A10KSZOZR48HGHmTBQ5oWw5PFXeAATV7JO1m2LFEOb4nYU6H754l3dm5zB/kEMfxIS2RGRLJCpkN2X2dhe4uzjLp59+jydzD8jJHq/1T5BXPbbcMueyewSpiq34DOdjMRqWfZGhG1TG3OQP3FkSZGb1Nv3E5E8vv83vaZfxf79G+arKv3Cf55HH7jM7OpAmqcynJ26gSxGHYYFX/RVymofjiWvnnCWiK1txlgfuBEkqUdKG/A87n2AY6lhaONaE3OpNUtP7FHWHnOLSjy0MWeRr61LEfa8+svDolDSHQSxgIOer+6zaRyMSnDyCO/woDKQ+CoEoai4VZUBedvnAncUZQWzCVGHDq3DW3qMb/yjq8NHqNlnFp6r12fCqbLgVLmR3udaf5XTmkLrW5YR9hDwKqrjbq1GqOJwxxcFV5Kq7xMhMqh0h7JLTcfyil+qQiMODLCXjNUxN63HdmWNoGhQUl8OogD+aWE0bHRKkMQL29mASL1b52Pxdvrt5kmcqD1hzJnhnsMjz+Tuczh3y8uEJprNdTCVkGBYZBjpf3TjPZK7Pp+o3ue/WKGguF+yd8SrjawcX0JSYmt1nwW6NNRYfzt0DwEs0fqf9GF6ooqrCtnXjeJKnpzf4TuM0caRw6ObI2R6aEpPVfKJYwYl03mvN8PPT1/hu4zQAvcDgUMnhBBol22XSGjAIDfxYwVBiCobHgV9AlWI6oUVWFSlrm0GVMFFZKLdxQp2C7jGfaTFntijKDmtBjV5kEcUyuhKTphI1u8/p3CGvN5ZoDDJkFGHLnDE6XHfmeeVohQVl9yeqUz/1qum1wYTI240EuWgl36A5tOkHphghTHTZ7JQYxCIFRpESlgtNBp6B52lkSw6aHpGmYGV8inmHouay0y+SphKXK7vc71Q56mXJ6CGtoY0mx5wpHtLuZvAjsaMqWD/KpbzWncVP1LFHd98tYKkhx16WrX6Je70JoXj2LBYKbbbbRb65dxYQQqOPLt7jdO2QfmAKpW9gs+/mUaUYNxYnwSsH88wYbbKKzwNX7DevtufY84oEiUonssmrLlNml0mjR8lwxtCDTmzzam+Vf3n3CTQl5j9ZfHOcdvRS7Qa9yORad5any+uUVaFMDlOFsj5kwRS7tZziYSuisNgje8yyJfYlyiiyTpCEJIqKQ9UcUlBcJlQRMCBLKftBkaziYSkhZXWInyiYSsi9QY0vNx4hr3kMQoNhaNAIRMRejPh+L/dPcc2bpxln6SUmV5wTzFttquqAOb2JPcIg7rmFscCtZvZpBzZTWnsMRcgprvB1korkIKtFVR9S1FwWzQYFxaGsDTGkiAO/QEb1eaW1wkFUpJ+YHI6UuEdejqo6oKiIw0Fd67KSbZBRAwGDkEUWsi4JQZkspdz367zdnOcz8zdZMJu82lrhwBeJV7oUE4yY1vedGrYSjEUxqiyESSK+MsOyfsTd4SRHfo78ZJ8XyzdZmWgQv9ims6KSqJLAYsaABFIEpfdlXv3Xj/L/eOuzfLd7lhiZdmSjyjGNMMuGV+V/vvchXnj8Jq93VtgJKuNOvRPb9BOTWb3FXlAiRqxpcrLHn198nd5zHlIMuTWZG98+ydvH8xQ1lyfy69x0plnVDzhl7tN0baragOcX18aM5FacZRCbRKlCjMymW2U1e8THa3dYLRwza3eoan1O5I45b22P03QUKaGm9tClaKRKF/ai89YOT2bWBBlNSriU26agOkKwKImUJnmUrFQYoQwTJOYNMf4dPkysMo6Y1tp8PHeDjxVuESMziE0RyiB74/zsaa0tFN15sVd/NL/FgtEQq51U5vZgim82hRd6Xm8KX3GqjYMkWlF2lAseokkRzTjLUZTHTzSx9tEbLOgNLue2iJFZ82osmg0aUY6aKtYpH/SnWbAaLBnHGHI47k6rxoBZu8OeW+DJmS023QrzVosz9j5FxeGivY0qJ6y1KzxVWEeVEurZPlnT56CfoxFmOWkfiMNpUMZPVF7vLLOYa5LVfM7l9jHkiLI65Jy9y+7IPvZK7yR+pBCN7pVeoDGV7/Hm/gKX5ndQtRgn1DDViLlch51BEVlK6fkmraHNle4SJcNhs1PCVCMOBzniRMaPVMEWd8S9QWAqY4axzv4wz1a/xCAyOPTzvN+fQZMjzhX2+fz0dT5UfsCj2U0etTZoxlne7K/QDiwWiy2ms8Lfv9UrseUKIe1KuUHVGLDvFdgPCtzsTXK5ssPMyJv9Jz1+6gvx3aMqNbtP27dZG06w6xSoZoc8OKxyf79G3hCm8OMgx4otlIMJElEkvKqqnBB4Komv4A4MGo0c37x/BjfQuDQjTjtBpKCrYofR71qocsKOUySXdTlZOWavUWRzt8r11jQNPzuGiex6wkvbdG1O5I7HKkNLDQkTRdiXHOHr3N0p8/29VYaRIbJ5R1CRpp9hzm5zubhDVvEp6w4LdouVUpNrfcE+9ROVfa/A2lFV8LHlSBQPWWD6nFjncn6Hq4MFvtc5w6vdVb6/vkqaSlyc2B8jKJetY2Qp4XxmT3QeI8Tl4Qh28frREt/cP8umV6EVZTDkkGmtjSKlyKTs+qWxujQZYfdAxC9qsoCJeKNRXV52aQUiTq0XCWzgit1gEBr8xemXqRl9Zixxoi8Y4kaS1zzCRB3DOT4YzvJbR0/xb1uP81p7mSvNxbFY7Z5b5yjM80Rxg+u9GQ5D0eV7scYNd5ZBbFJUhniJzm9sPgMgkot0AXiY0EUghSmHI6iE6MQMOcKLNa4P5nizs8ROUBIKcrPLYZhnmBgje4lYkTyW2/ix67WoOGhShC5FvNZcxg01Hs+sc8bcZcIYjH+P7UDgPfeDIuczezixzqGbww00TuUOeacxx7cPT2PKIW8OVyjrQ947mqaaHfI/rT/Hg0aFwXaewUJM91RCqoDWT1GdFCVISWVQhyn51y1+8HuP8pUbFznycvxg4wRX23PcH05wbuKAjxZv8dr9ZRErOooFbMWZsTL4rLU7ugY1GlGOGa3Ff3bxFZqPxyQaGG3ofH+Sb2+fohtbXLB3CFOVs/ohWU0c5M5k9pFHIQb7QZFGmCWnepyx9jDkkOfyd5nVmwxjnUeym4SJyqeK748SkxIOwiIyCZ3Y5pY7zYp5NN7f9xILhZSyMuA4ylNWxHOcpLJIpEplHrU3OGnuUx/xj08YIqRF4DA1soo/hoJkZB9bEkVzEAntxHGUE9xy0rEmQhnBRJJU5kp/GVMOOWXuk9PEwTOr+XRjm2FioJDgJWKXuR8U8BKN4yjHN1oX2Q7LQowYlNCkiJziYkohi/oxCgmbTpktv8KScYSXaHRjm4u5XQqKO/reKa0oQzsS2oTT1j4VY8iKfcyE3ufeQKSzHUQFeonFF2ff4ecWrnOtP0+CJJLqcm0+t/gBNb3HflAE4N3OHL3IpBNYTBtdHiuIydm1ziyNUNizbg2n+a2DJ3m3OcNUrk/O9ihkXCQpZadTpGi7NNwsF6b2cHydvOGJPHctEOJZQFVE+lY/NPACjZ5nYGkh5YxD2XK41xGTE01OsFSxC5dJ8UMVN9ToeBZr3QqKlLI+mrI0wiz1kd/8yvAEv3P8JBvDMhVjiK2GlHTRlFTtIRu9Cnc6NTa7JW71JnnQrfDa0RJRqnDg5Tka5cz/SY+f+kJ8dlK8aQwlYqNXJq97bKzViQYacU8jr3sUTI+rRzMcBzneac9ztzmBZYQYdogfqiShAnJKJu9BKqHrMbYR0PZt7vRqVDIO/YFFwfTQzIieb7LWECPw/WEepBRJTdjZL3O7I/YZspQQpxKv7gvK1f3+BG1HCHimrC6GHNELTIa+jtMzUawYSUrpRwZhovBYboOiKcayDT/L/eEEspRy4IoX/lxun1e2lhnEItx+38lTzg8BhMQ+VWhHNs0ww71+DYCSJi6wO50af/bMFT6zfIMXineoan12gxJ+InZ/HwynebF8U4gr+jPkNI8HbpW84bHfLNDwM9zoTqGQ0kssjqMcRc0ZFWwRlCAKlDFSUorDgZdq7IdFMqMxpybHnLAPkaUUJzbGXTkIiMG2WyI7Su4BCBOF6/0Zbg2nGIQGFX2AKsdMG10u5PeYzXS4MZimEWbpRRZnzD2OgjwLdosokQkTRcS0OQID+vX2Zb7bPctnp2/gjaALa16NOJV4KrNGN7KZVLtcyOwwrXVYNEWX8VR5g4zqU9RdokQeB65P6R0aYY4wVTgK8qNRpoqXquIGLvvCopLKXBvO0/Ys/tzi6zzwa3ipxoXcDn6icaW7TEEZEiPykR8qlifMAeWMww8PVnhp+iZpKvHP7zzFb77/OJoU8/zMGut3pug5JpKUUlpso9Zcls7tMfPSJl5FQopBiiGVJRJNAgnMVkrxdYNr3zhDtJnl7tYkGTXg89Vr3HanSSOZbmTTjLKYo45+mBg4qRAg5WRvPP3pxBlkKeGvPf91Eh1SBfROivS1Mr/+rU/w7mCBK84KYSqTIHEU5LBln7veFE5scNI8oKb1OfIF2vRzxWt4iYYuxTxdfEA3tklGMI1VQ3jkW3GGNb9OTvaoakI7cMHepjESfwUj73VGfuiFF5OhJeN4/Lc8dBHU9B4xMg/cCe54UySpzCA2cEbpXMdxngdBTcBoNIeDsEg3tlkyjlk1DohHFrNGlKOiDDgM89T0PteGC3ipiDOdtdos2w0aYZZGmKOfmDSiHCV1yIzRZieo8IS1zqp9JPzmisv6UEwkvESnpvSJU5maLrQaD4ZVbrizvDNc5I5T56y1Sze2OApFUtWrh8tcb8/wbldEUZ6wj2iHojAbSiS4y91V/uXWU4SpgiGHlPUhq3nx/DxS2KKsipAXN9ZYd6rM2h0MOeJkXhD73uvNcbU/z5n8AX+4c5ofdE5zp1djb1Cg55oUDJfT5UO+OPcupax4n3cci7zhceTkmCt22Ovl2e6VaLk2ZdtFU2KqtsP+MM/uoECagq7GdFyTnO4zb7dFHGeoYqqhaHQ0n3vdCRQ5xdJC3FBDllKu7CzwXnOad5rzGHLE144vctebZN2tcqdVo+na7DpFiprL1aM5ep6wYhVNl8lMj4we8sHmNAPP4HTxiJ+tXeML1XeZM1s/UZ36qd8RP17cJJMV+0ArL7oXFPGmKs92uNOoidOT7XKjM0nPMxi6BsFABwlK1T5ubCHpCb6vImsJnqeRpjDwDJJEopJ1iHsajWyGerHPMNBIEplSboiphjgZD1lO0JSErmNxN57gmcl17veEuATgQaPC+cl99gYFPvCnmMsJWHvGCOgbJhOlPiXTZRCKorUTlDl2MhhKzFqvykq+wYZTQVfisfCjXujz2tESL9Tvc+iKcc1Ov0je8MAWAqKC6jJpCFLWux1hg6haAx63H7AXlQSXF5+ttMKNwUM/XY8gVXmmcJ9ubPNae5lpq8tjpS1O5Q7ZdISK+P3BDPNWS8TtyQGqHCNLKR/K3GM3LI12oSp7YYlT9iEKKVnF4+XeKSw54Iy9T0EZ0lBE2lJRdXi8vMVBVKSgutyLauhKhCylqFLCMBK7rmGkk9V8ttwyQSJ2md3I5mx2j3aYYd8vsGofib9VGwilayqx7xfQlRhVjjlr7pKTPVpRloMgP06Skkc2ECcwSBDRmTIJ6/4EJ819jqM8iiS8v4oqUl0yqs9xkGPPL9D0M5R0d2z18lKVutoViU9RjoOoyPdbp7jfqXKucjAWP4lde8Dzhdt8rXmJ94bzPJVbw5QkEmSud2f4j6feoBPbrHk12qGAqXw/WWWo6QK1GVqoZQ9TD+kPTWwj5IWlNfFe0Ic89cUNfvv3nyezC1KaCl51IkAgqp8ih2B0JNg0eHX/PK8uLhNHMvn3dfbPihSbGb1NnEi0o4zo5FJNxPj5RR7LbuAl2rhYn3hpjQdfWSE2JYxOyplHN/nDP3qU5ce3KalDfmn6LfbDIh8MZzHkkEWzyTljd0yO0uSITiIoZIPYFPGEcRZbDnjfm+WSucXLvVOoUswp+wBNijCliBiJRV0Q6xQpFcEJss+02sZJDT5wZ1GkhK2gMuagB6nCfW9GOA7izDi3eDsU13onttkIJ7juzPHh7F32wpLIO05MupHFeWubrbCCLkWYUkg3sgh0ZWzfS1RprAo35ZCs5vHV3Yt8euomOdkjJ3tjT7Kt+KwFNfxUxZZ8JtUuJ7NH7AQVnsnco5lkxpz4vzD5CsPE4H9Y/zjNgc2vnHqdV/urPJF9wGFY5PpglrLlcCZ/wLe2TnOnNcHliT0u5HY4CvOEicJ9t8bT+TW+e/sU7ckMV5qL6ErMYqbJM5UHKKPR/d1hnbI+RNZSZoy2OEREJj84XmW/n+PsxCG9yMTSIt46mCNv+gx98Z5da1eYyAyJcwLbGkQqipyMRYYAZ6uHdAKLtmdRNFyGkc6n6jd5u7vAsZfFN1WOGnmQYJjVud+vkjME+GfK7nH9eIqFQiSQmWrMwNeJE5ms4SPLKQNPHBy/d3gSSUpZUyawlJDz1X38WOW9g2lxr1FiKrZHVvNZyjQ59HO0hjaSnPLh2QdczO4Idr6UYMs/WejDT31HPKO1mdWbTBo9Drw8G/0KL11+nxPLB0xkhswVO7QdizBWCGPBRg3aJkiQLw9p7xTQcj7Vah9NizHMgJ87/R6ThT5hKKDjcSqRn+rjeDrHvSyKnDJZ7NF2LLxIo2i7zOR7QkZ/bHN8lOfBQJCvZuwuaSqRtz0KmkfPM6hYDgfDPPfX63Qci4wtmKlJKtHzTdq+zR9snR13NjvHJW60JnEiDV2O+M7eKV4+PoEiJ4SxwnGQ41xBpAk9Wt3mQnEPgE5o0wwEkP9be6e5dzRBxRhyobD3Y1aJb7fPs+FUeKF4l4tZER33wXCGRpQbUcg8bnSm8BKNRbPJyaywOvixyowuguWrWp+L2R2RtxtWSBBUo4e2je6I5rTrl5jQ+5yyDzgM89x2BRO6rA2pagOhDpZ9GmGWYaSPu2FLCZkyR2xmY8CM1cGPVc7n9lBI8RMBd6/pPeatFkdhjmFisO2VySkerTDDlNFFHo0P+7HFpNaloDo8nl1nQu9T0QfIUsqt4TS33Slk0pFXVRVCmLA4Ts8ZxMYIeSlutMNY50xmn35gklddtt0SSSqx6VbHKUGtOMv3W6d4c2ORnOHzqdIHgOgoBfijx2ZQ5dnifQAOwyIVdcCr3VWeq9wX6wP9iMcyG4IQ1p3mE1O3+YurrzJvtChoLlGgUM8OMIyIoScY0B+0Jnm7Oc8bjSXOf/QevWVIJTH6k0Z740SVsJpinKr1U4p3oPw1i+nf07GOE1791gW+vH5RpObIAQt6g5zijpXg00ZnLDiyR/i/U/lD/JIYg6cyvDhxiy9+8lU2Xp/j3+w9xmFY4Ly1gyyJ7vLVzgpHcY53hovCo0vKblgiSWW6kcVtd4qyOiCreGx7ZY7jPDnVY9U6Yk5r4iQGrUiMze/5k5hyOC5+cSrTSWwOwgInzX3m9QbdSDAFcrKLl2rUtS6LWmPc7Xqpxnu9OSZHtqbjKMes3uaOP8V+KGIjk1TmpHWAl+h0YzEd2gornLN3RaIYCRVlMEpHUzlv7VDTekyofWp2n1m9ybTWZj8scq0/yylzjwvmNne9SUCsMq46i0LbYhyxG5VGUweB7RTRozr/5fK3qeUHvNxcZdFssBlU2QlKonCS8srhMkPHIIwVbrbr3HfqnDQPWMkcszUUueGVyoArzUXubEyx0y3wTmOOdafKYShWU4YSUdUGPJFd55sH54gSma2hCGk4P3GAE4n0M1VO8FwxataUGFUWJLjThUN2/RL7vTwPORgd1+RieZcZu8O+k8dUQjQ5Ybdf4NSo2/ZilaN+lonMUGgc5BQn1HBCna5riqQxzcXUIoahgaFFnCg2GLoGnq+R0QJkOUFXYwqWhxNqdByL+x2R1KRKCZ3AImf57PaEtWo51+R07pAwVYgSheVKk798+WUWzBa3htM88Gv0Ywv9fy/E4nFtOE8nzmDLATNmh/lsm1lDsI+n7B5JKuEFInd4v1Ega3sgp8gdlRSQEomwaxDFMrPFLqqS8IP9E2S0gA/Nb3BpepeSKbqbqVKPJJGo2kMmLDEmLI72l7YakNd9cvUBc9MtVrNH3D+Y4NH8JtOZLlV7SD8y+NT8bYq6w/nSPudO7DLsWKyUG8xkOpij7m8x1xKq7tFJb6He5EJlH12JeXN7gTCWqVt9NDmmag+52RYwgufr9xlGBvf6E+y6RRFkr/e5cjCPF2g8MbvJvNWipA7H4+HfPXocWUpYtJtj9GRO9tgalsfP8ZTZ5XJph3v9CfqxyYzR5qK9zaLdZM2rcceZJC+7tKMM+2ERUwr5QecUb/aX0UdYwhXjkJ2gxI3u1DjZpar1eSyzMU5peti5/lH7DO+3p6mYwx97rQexwYzZIa+KEaQqx2Me775XIKe4TKpdLlrbDCODnaDMmcweXqJxKbc95n6vZI4FAzgxBGhCSpnVxfNy1t7j+cJtnsndox3ZXOvPcdOZphEJlrAhC2HZBXubLb+MTEontPFjERt5ubxDL7K4mN9l3xdCsdvuFK0oy8vNVd47mOaZ5TX+wtyrxMgCRyhFY9LZQ1LXsnVMjMSbwxXOZXdH4rchiiR2oX6s8sXJt8kpHvfcOv9m51G+8sFFpuodzuQPeG72Af/nc3/EjNXhdOmIvm8wm+kgSylf+MQb9E4mSDEkqvjQhgnWgYc2SNGHCUqQIqWgOmL6Yu+B9rUiX/3B4/y/r7+Il2rjIpek8jjE4jAsUlQcCiOy2tIzW2IUrsA//vJLXM5s8tJLb7H1xixvtJfYDioYcsSU1uET5Zv8oHeaHxye4IE7QSvKsOFVaURi1eDG4mdmZF8EFjhzVLU+TiKCXB6GaDzc7TqJwYTaw0s0NoMqV/orhKlKmKp04x919BvhBNeGC0yoPR4EYk3wcMd6IbfLsnFEPzbHqndNiimpQ0w5ZFZvEqcy9/26WEUkKgoJp/V9juM8XvowLKBCWRnSSyzyo9jGZ8v36cYZ+onFvN5kyuzxniPCRmw5GBP1HpK4miOvsimFZGSxY94OKnipzgO/xl9Z+D6PFLf5YXuVRpijqvXZdMp0A5PDZoEoUDA1keX9TmOWW+40zSCLqYgDy3+28got16Y+2SFv+jS6WV7dWmJ9WOEwzPPp4nVsOeCGM0PbsWiFGfxY5WJpl05gsdMtoMoxT01scHb6gIaTIU5katkBy5UmWcXnj7ZXqWUHmFqEKicULY9WkEGTEvxIxYs1bC3AUCNO2Qc4iY4T6QShSsOxsTM+5cKQ7lCE5ySpRNkS19pcrkPLtbG0kPudKmkKGctnvVkmjmXiRGK1cEzVHoq42kC8NlEqUzUH1DKD8b0mTiWuNBfZGpZYzjT4P8x8n7PmLuetbcJU5pv7QlzrjmJi/6THT/1oOkoV3ukvMG10OWUf0I4yPHCrrNjH3B7WiRKZIBBPQ9rSsapd6rNtjhp5hn0TqRCQ9jU620X8SZUnZ7bYGxZ4/8EMpxYOxP4y1ClYHvO5FlVrwFqrSjUrinGSSsSJzHa/SFYLmMgOUaWEXmTx9OIGu36Jqj4gTiWiRGHXLXIqe8g7nXkeK20RLQq5vKWEJJrMfKaFn6gs5VtIQJAoPF7ZIkpkZs021aUhR36WYy9LThPjkzP5A35/8wKfmLvDzXYdWwuZtPq0wgxXjhfRlITHJzfH6VG2HPDN7gW6ocUL5bs4ic7rrWWSVKKm9wQoPiv2Q5czW6PUlyJZ1eflxgk+WbvFYSKU1O93pvEioaZ9KveA686cyHYdYeAeKlgXdJGtPJdpM2+06MY2MRKd2OactcN+KE7lr2wuc2ryiI39ChPL4o1hKeHItyzetH4ikISD0OCF4l1AdMnr/gQzeluku2T2iZHIyD5LxjHd2KaqCZC9JsXjKMlmlKUb29iyjymFmFJAP7ZoxRlKqkNN71FQXJxE583OEmVdoO4KapbT1j6Tmsi5bY/EaxftbY71HE5scCG7iywlbHhVbgym2ekXeWF+jadz9/8YGzgaj/Cvu3NkFY8l45hJrYNCyvvp7Bis8lDpvebV+Hj5FmGqUNe6/NPbz3BiosGfffJ13uit8POlt3nfm2PNq5GkEj9Tfo95q8WN3hQl3eVaexZzrg8388ix6FZVJ0FKU7RhQqJKRKbomDsrutjz9lPkKGXiKvj3s/zWxBM8Wtoe7VQlgpHKeUE/Zi8s0R4dqj5UWedf1eeR9iWyWyk33Fk+UfgA9xMaL3/tEfafzPOz89dFKlhicco+gAl4q7HAZ6c/YBAXBMpSdfETFX/ks3ZifSRENKhqfW56s+wEJapan0aYoxVm+KWKGOUHqUI/MVkfCtsRiAmNLKX0Ywsv0RjEBje9mXHSjiZHtKMMJ8198rLHeWtHFFWZsRDMlEI6cQYn0VkYjcJjVWZC6eGlGhVF4DI7sc2MLvy8jTBHV7bY9UvUtD5nrV00KSKUVZ7MPOBbnXMsG3lyikdBc3FjnVac4RF7c0xn01RhIaxrXSbUHh+4c8zqLSrKgJfy79GObO706vhZlTmrLXQMJY2hr+OHKo9M7HC3W+Ot5gJ7vTwl2+W3m4/yZ09c4ZnJde72avR8kSusqTGfqtzgfWeWP+qdZd5ocdI64Hp+hrVula5r8r40TZzKnK4I2+e3t0/xmfmb7A3yzBS6FHWXzX6J68xgahGGGrGSbwgU5t4qM5mEXmTw6embfHPvLD87+57IRlcHGInBRyfu8rvOIwxcg3JuSDIScsWJzOOT25R1cWBveza9oUne9DhZOmZLLaHICbItgB8DT7CozxX22e0WyJo+x36WYahTMhwqxhDX1nBCjUM3z+cnr1PXOuIQFGUpKiLR6kP5NSaNHt9uneUp7cZPVKd+6jviQz+HGwsD/jv9hZHHToAXvFiItXQ9QtFipFJAs5+hag8pFofQMEhcFdQU2ZNwjjLcatXZ7+cwMgF7vTyDwKDnGVStAYYcUzGG9PoWXc9ku1/kxsEUe03RlQ1DnfWdCdxIo6wPOZ09IKv41PQeJzNHeLGKF6u83lzCjTTWhhOczB9x6IiAiiBRyCo+0aiIzedEUdn38jyaFXFbqhxT0Dwq5pD5TBtLCcmrHoqcsumUmct1OJE/5qR9wL3OBDW7zy/Mv0uYypwY7U2vdJfphyYvla+PT/Ft32ZK76KQshNUeKuxgDGCeNz3JzGlgKzi8RdmX+Hl5iqHoYjN05WY1cIxNb3PN5oXUBBs6aLmklECarogzxxHeapqnxP2kaAUjYQqAN04w+utZWw5YKXWIK95WJkAXY6QSYlTiVlLWLX6kUErsHm/P0M3sAS5KaigSTFZxUOXIrqxLUAjo6AJ0b2JcIwDL8/N/hRv9Zb4QecUXz26xI3BNGtebbybjBGd6UMqmZ9o5GSPD5fu82LxBk9k1zGkiDWvxvd7p7nn1ulG1mjkbVJWBmgjxfogNnnjcJF9N88XF65ywjoiQcZLdbqxzduDJe56U9xypwUKNMyIn0/MQSSKUF3rikzmsMS7ziLP5e7QjW32ghJfb1zE7Zj8Yv1t5rQmT+TXueYtsKg3mNXbqHLCdljmjLnHi5VbImvXN5j4/9q0LyT0lkAOwSsrxJYKkkQqgRyJTjnKiCCJ0b0P1UuxWgkHX1rg27un2fXF6Pi94fw4m7efmDixzmlrj5zi8cLHr5Mq4nv81leeJyMFvFR6n+d/5l36Vyu80lihG2fYD4r4iUZJc/jczHVuDKYIEpW61qWguqxahxhSRCvOsGiKg92ScTSKIMxQ1QQ+8hF7kxPW0Rj8kpEDysqQZ8trdGOb684cNU2kacXIvNJdZdU6Ytsrj3e4E6pQzV8bLrARVMdCu3aUGQNZmnGWbizEXznFHSurQxSGqc6V4Qp+ojGpCezpYVjgWm+WRpjjh3vLdEeHgHi07nhzuMyC2eK1/gmyisfF7A6n7APmtBbDxCCnuIKxHogc5K8dX6QTi1zrYWKwFtTZi0oUVJfP1N5nxykCAo35dH2Dc7UDarkB7x7PjhXGw75J1zWJE5k/PDxLK7B5qXaDxye2eG5mjafrG2JCoAo7H8DrvRWSVMINNT48s87pwiE5zaNm9tnqlThRblBQHZ6sbdHzTY69rLiP9fP0hib9wMCPVXKKR9lymDU7POhWmdcbfHzqDo0wx7TeZpgYtKMMBcXhFxfe5YnZTYJIJYoVVDUmowfkNI9eZHKnX+doIHgFE9aAYHQPTUeNUi0jJpgP+lWuHC8yle9xtnTI0TBLzzNpuFl2hiIc6FJljydLG+PDeZiqY178wynWRWubSbPH1d7CT1SnfuoL8Vq7QsPLsuMVyase3cjGkCMeDKtEicyc1ebxmS10PUaSIY5kjoZZBo5BYaWNUfSQHQWmPCQrZrHQYr7Y4WT9mOl8D0VOqGUHqHLCtNnh5c0TSBI01sscbJWJI5nT04fMZLs0ehkeP7HBfK7Nje6UUJIqPnW1ywf9aZYywptYNhwsNcSLVXacIou5FmV9iDkKuq8aAywlJKMGVAyHuiHGcM1QjOCTVKKsOxx5OTb6FXa8Ep+avcUHh1M8U1rDkCPe7CyRNzySVMaUIh7JbnHfqbHpVTCUCEsJ2QtL49Hxf7H4XZaNQ86aO/zB3jmaA5tXWif4oDctko1ioZh1EoMv1N9l38sTJQqPFbdYsJqU1CGrmSOaoxi7BIk7vRoHfoFV65ANrzLmAssjhWoyiqMDeLK0gSbFPFra5trBDCDYrg//e2dQ586gjiylPFlc54n8JpdLOyikHAc53FinHWbYC0p0I3Fz3PFKYyvJoS8ODqqUkNM82sGP4O3twOJWb5L7fp33hvN8v3VqPN5shxm2/DIVdUBOdtkNS+wEZepal3P2Lk9k16lqA46DHFe6S3xpX+Qz+4lGPzb53tFJlgtNPjpxhzmtxQnjgD9qn8ZPNMqqeJ2ro5u+IYeUNEH+ettZZi8oseFVebu/xKze5luHZxjEBv3E4vd2LvO7G5d572Cav/v8v2ErqNKKsxSVIRVF/K51rcM5a4ejQKhnJ7Uumhwz/H6NzZ+F2ZNH/MrnvkP/0wNiXSLMqkhxiuqlxBqE2VH1lQQyM5Wl0QfIUYrxz0p86fYlZCmhNXrdXxmcIkxEgs1hVBAdvtUgssS/L96F3209wbTa5pPFG/z8517lwRvz/P03XySneJwy9njE3iBMVOpGH1WKebu/REkdMqmJ0fP0qLB1Y4tunGEnqHAYCK9tWRkwowrdyG5YIicHKCOITFbxOGXuUVBccWCLLHaC8kgLkGfVEgdVTYpZ9yc4CnJctLfJKR7HUZ6doDImyVWUAUdhHoUUWw54cyi81gAP/DqvD1YpqA5ldcB7zoIghSnCa3vSPOCXl94eW5wehrJM6R3K6oBTthCQiUmIUM/3E5O77qTIB5Y9rg/nqBhDDsMCR2F+/PX3/DrnLKHVeKq0jhvrvNcWoRrLdoPV/DG6EpPXPUqmw8KUuCfNFLp0fRNDjvle8yTf3TpJlCo8k7vPreE0hZEeQJYS7nTq7PfyZPSAtV6VrWGJtVaVYWSwXBREsXe6Cxx4OWp2n45r0XNM3EBDURIxUkbiB8er/NL0W4J3XTymG2eQSfl47gbvD2f5YDhDK8oQpiqGHHI5t8NT9U0uVvf4cyeu8OKkSEzrhyYVY4imxuh6NK4NHdfkoJNjt1Gk55usFBriwGD3OV045NjLChiT4XOxvMu54j6ruWMafoYFo8FNZ3p8uMzJLplRfvlmUMVLNS5ntsYalj/p8VNfiLN6QNlw6AUW226Jfa/Atlvi0BVZsPtegawaULRdFupNIl+lNzQJ+yKnNmP5JHaMBJxd3EOXI+YzbfKax9EgS2OQIav5HLtZvETjl0+9hWmJXZHky8xNiK61agxZrLboBSZVY0Dd7HOluYgtB+Mw6U5oM2EOGEQG87boVvYGBeJUEuNoWwh/+pGJJsdEqYyfKGw65XGe69X2HKock1F8tvolcrooKq0ww8fm7/LV/Yt8e/00CRIzdhdTDfnawQW8VGPa7LBkHXOrU+dGZ5JvHJwnSFUKqkMzyvJH3bP8f3ZeJG94rFYbLGWa2GrAnl9AIcWQwzEQ5NnifRIkttwyN/tTdCN7BCFI2POLPOhXBLi9I4qqm+jsBGUBrR+puWUp5YfdU5TVAU6isxOUcGONwFexjQAv1hhEhkDZkRKlMrocMaH2qWsdHs1u8mpnhaLq0Agy1PQezTDDvCFCIfbdPEdRnjBVOZk5QCblQm6XR7JbnM4dcim/zeOlTT5Zvclzlfvs+SJEwItV1t0JvnFwnmudWTqhGG8WFQc/0VjQG7w7WODV7iq/sf1h/vmdp3g6v0aUyqwflympQ7qRxXePTnGqcERGDXi3O887w0URQ1e8iyZFBCNkZIxMXRNEp7raZc5sUVYHIzGQxP1+la8cXOSjtbu8frTE3731SdxQ5a+f/iZ/5+KXKMqOeG1GGEqAfmKxFwohjZPoXHfmebW/KkRx7wX85We+z85hiSvtRT69covBZwb0ZxTkOCW0JeLRaFqOgARiS3TKzXMynVUZvyih+CnTv63zj978KGezwiq245foxhaHYX6sBFakhOkXt0lVodb+7lcfYzusoEkRny+8y8+99DpKQ+fXr7zAd/vnOAiLJEiUVIes4jOhi3Hzq/1Vbg7Evv3hPn3Nm2AQG2Py2duDJb7Wu0xn1GHfCCbJycJ7O4hN4fNG4jgS05gr7UVOZ/dRpGQ8hmxFGQxJTDTujKYVh2FhTOB6KDyc0joYcsiWX2HdqeCMcoEfFtWc7AnFNBJldSDAH4rQZhhyiJ+ovNY/QTfOsB2WOQryOInBUZgf/35rfp2dQHTqfqKOONIqT+Ye8OrOMrt+karax0s0NkZpZA/DRhRSMqrPQrbFu505bvamuJjZ5q8s/YAz2QMySkAQK8wVO9TtHrWMuN76oYmmxGwNS7wxWCFBIqt4KCQcBXmq1oChIyaFipzgxcIi5MYalhLiRRpRItMNLKatHroaoSoCA1zLDwgiVfD8R6yCnOJxIbvLgn5MWR3ytrNMK8ywNSyz7ZR4tbPCjcEMb3SWGMY64ei178cm/dDk+qEQfP6Zxbd4fuYBHd+i61v4vkaSSKRAze6z1q2yNyiQpBI7TpGS4YxRmW6sM6V3ea89wwvlu3RimwuZHcGsj3Icx8ItYUohU5rIqe7ENsv2/x76AMBhJ0cnLWMbAZeqe/QjgyBWqFt9bhxPslo5ZscpUrWG6EpEZing/bVZ1EzIxtYEmZJLdbpLu2fjRhr1vPDmxapEwfLoOBZ3GjXmih1ePljho5P3+Nj8Xa5lZjHUiCgRwqleaFI1BUSjoLo0/CzPVtf42tFFokQe52oGgUJe8+iEFnuDAn6osj0oUTIcokShHxmYijj93RhMC5CCEnLo51iymxQNl25o0Q0tprNdktHuea1XJaP5rN+aorLUpheYtD2by+UdobQ+PsMvTr7D+8NZep7BxYl9LCUcjYlz+IrGcZAVIeE5YXlRpJT1YYVuaJFTXPaCEjnFw5TEWOuEdcQdpw6xhp+qGEQ8kt3ktjvFpdLuuAsBxujAQSzsHvteAS8Wl2ecCljE60dLAESB8AaGiULZcMY7IYAps/ejTFcp5dDJ8VzpHjHC62opIfdc0TmbSoifaHipSjey2fcKPFV4QEb2mdI7DEYgE6E+lVkakcEmdWH3OtBEYtfGoMw/aH+cn519D1OK2AtLHHg5TmaPeKO/QCHj8vXjC+z0i7y4cpeXm6vYasij5W16kUlZH/KR4m3CVGE7rHAYFujGAj/aD00OtPw4/GPJOmbXL7FoNtj1S+x6RTabZRQl4d/0H6GccfjV09/mN7aepSgLZW8/sVjQG3TiDMdRjrPmLledRQqqgymHTOldbDngnltj1Tri/X7IfafGFy9cZW1Q5X5/gk8t3+Lr4XmU71gYvQRPForq5EfuElQvJT095M+ffZ1dv8j34icorMXUvq/xj+KP8dLl91myjlFIaYRZdgIh+AtT8X7czYEUy2gD+K9vfpZ/cOG3GaY6ny9cZemzx/zdH36GL33jQ3z0xWtEicK81WLFPOKV7ipxKrE9KNEc2pzN7o8LUyuwQYeqMqAb2SSpTFXrE6YK94cT3O7X+UtTP+C+X2dKa7MXlnBifSzym8+0x+Kr4yhPXetiyiGbfhVDjvATEURwz6mhSglTemf0OpaZUPschgXcWGPKFBja/UAcIoxEo2iIUe5DkddDGte6O8GTuQfMGB22/LIYZ6cKthJw3tzmICrgpUKAdq0/iyKlrNjH4noP80zpHQ7DAs/PrbE+rOAnGhez21zKbHF1uDgiffm82V3kycIGF+1t+lmT68M5rvSWiVOJj5Vui912TuORwhamFHGlKwpdy7Gw9ZCyMaQbWkwZXbb8CrN6C02O8WINwwyZzPUZBAaWGrJQFA3JRl+85gXd40xBrOaemNjiypEY4U7ZPe75E6xmjyipwzEi15Z9NgMh0DthHvJ2Z569QX7E+xdYYT9UMfWQOJHpBRZ53eVWcxJNiekGJnedSXKqhxdpKHIisLqxQuwr6HJM3zMIIoUoo3Bnv4aqxixVWhR1l6ZvYylFLpV2x/cpAd8RlsxmlKWiDlAkgejUpAg7DVi29n6iOvVT3xHLSkIUyZRMF1lKOHazlHSXqjEga/o0XKE09GKVppfBjTSsvEc246FnA3xPQ1VichmPjCbi1hbNJk0/w4Q1YCrfo2B5xIlMd2jxlfULvHm0wFMTG9StPpfKu9SM/lhQ5MYaO25pbLXJa56IsjMHBLHC2fwBP1N5Dy9W2W8WGLo6qpzQDSzagTUqLnl2/eIoAm9AWXco646wW5g/SvuQpRRbDZi2u7Rcm3dvLlFdbuFH4sIbhjpTuti/vFT7gP9l52kMOeLDU+ucze6x1qtyYyDEVHeHdTqBzQn7kH5iCdxglOWZ0gM+Ub457mS9VOx2isqQViSi5zJqwI4rivR+WOS0tc9Fe5sz5h452cNJDJaMI95oL3GzP4Usic70F2vvMG11RbqQU6VkODx4UCcNZdJUwlAisWtWg7GXeNspCStQJPZzOV1kRZdVoSje9cTztu8VBK7Pm6AR5qhrPfxEpRHm+EbzAvtBcXyDXPdrNMIcd4eTvNebox3ZDCKDS4VdSrrDueI+09kutwdTfOPoHF/Zu8j+MM8Dp4qmxDQ7WY6cHJPZPq/sCuqOEwl4Awge9F1vkmvDedZ9kaBzztrhydw6jxS2hGrY7FL8Y0CT/aDI1x+c48r7J/ilk+9wsb7HXzr5Cn9l4fvoUjweyz1EajqJgZOItKthYqDJEX6i8dZAdE1OovNU7gGGHBJlxXRkVm/jRDqfr78HwLPLa0Q/22ZYV0gV4OFkOgXVSUk0yHwvw7u9OWaMDn/5z32V40dlpCRl9hsy3/3mI7zVWRzfvB6uA0w55EJul7mPbY0Le/pKiV8/+AjNOMttf5pV44C/85HfJXehyXdfvsTWUGSC5xQRGVrUXHRZIAz/6bsfxlZ8BrGBpQiEoyGHNMMMzxduU1YGtKMMa+0qUaLQSWxK6hBFEmPkKb3Ld9ZPsmA1+Ej+Nk5sMKe12PVLY51AVeuLVCSjTVkdUjP6RKnMhldlZUTeAjgKcixbx5yx9sboUZmUo1AASYaj/OHDsEAjzCGTUlSd8WF2xmiz5VfY8Cq80RIH0TBVSVKJK/1lnEjn2BPTOFlKKatDupHNrl/kpH3A52vvUdHFmDyveKyYx8K2FWdZtht4iRCNrRoHfLZ0jafyD4gShbf7S+QUj/O5PQ78AnecSQEF0h0uT+wx9HXqRp8wUdDkmNv9OqYcYssBn5q4yeNT2yxnm3yotk6CxIN2mVsNkXyX0QIqxpA9t8ADp8qKecwnp2/zuUVh1/vYzF2q6gBbDrhgbtOKsvxB8yJhquAkOv/jg49Q0D26AwtNEUEOTqBh6iG2FlIyRYqcIccULZdH6zuczh0SpxJHfo6qNaCgu8yUuzy1uIFixMxbLS7Xd6nlB9w/FhPKKFIo6i7Pl+7ixRpn7T2ezDwY62GOoxxvDpfZ8KpC0CmJmEyFhCv9FbqxRZT+ZL3uT30hLmVcJAmRFtKexI9UruwtcKs7ycniMcNAp+eb7HSKdFyTjBqwWGlhGyMAvxXQc0xURZjLm0GWDa8igPO6Q9sT9JeC4SLLKZIkjOE3ulPUjR4NPzvyUkZjewxALzL54fEJBqHBpyZu8ub+PNNWj7I65AN3Fi/WkKSUOFRY25nAUgX2TkaEI7iJzrTZoaQ5DCMDQx4RjSLjx/5+SwlpBTZ+pDCz2GCx0GIiOyRB4j+evyK4vYlMmCrMZ9t872CVSb3HUZCn4Yh9+s3eFBuDMlnV5/3+LOeMXT5wZ7nn1rjj1LntTnHDmRl1s0IF6iQGs3qLeb3BE/l1LCXkSneJ7x2dHImdoh/tJUcM4Xm7zeer1/h47gZLxhGmHPJC/g4v5G+L1KdYQzJiJqa6JIlEGCtU9AF+IqYINbPPvpPnvf4cfqqKwATf5DDMc3dY58AXY3431tFGE4gDL8+2U+KD4TSylLDpiTF/J7Tpj7rzMBVe7H5kkFF9sopPbxRjaMgRe26Bc7l96kaPZyoPWMo30ZWYzV6JTjtD2DbYXa+y389TtDwmDBHUcb0/Q5CIN+qKcchzubtctLZZtY64aOyyoh9RV7tYSsi80eTDubucMvZ5IrvOleNFHp3eYfnEAU9l1viFiXc4bQjP9Fcalzlp7mPKIUkqj0eRk2qXkjpk3a+xahxiyCLx6Xxml+ooleieW2fzJZWLlkjQ+ejEHbqxxaLZQJUS/vOT36f+C5uQCrEWEpBCbEh4JRmrmfD+104zq7cIU4X/689/icYlCbcsU1iD9791iq8fnidJpfEkY8U4pBFm+fzUe/SXEuEFTeG9PzxNJ84wM2J/x8j8hZXXmTx/xOabs7zXmWXdrzFjdajpfZ6buE/ZdsnkPX7YXKUfmSSjlCYn/hHFDRB7YDXCVoUKPi+7TCjiENuPTT62dI8Dv0AvNpnVm1x357CVgOvO3Oj61rEVn/1A2ABXzCOeLdzjnL2LLsUjX3lhHA4ik1BWh8wYHQqqQ0F1KSguR2EeTRLi0Zwi6GuGLBjSohMUOcsNP0vZGBKiUFEH/Ma6wK5eyO8xZYlksH5kivSuEfxkPygyTETYw7pT5V1ngQ2vMvabT+lC0S+8xsLTL0spq9kjXttfxIl1nEQnTBXOZPaomEP2nAL7bp7nZtaQpZSVzDGaFHP7WIzIt70yb40ESmcye+OIxcWSUGcfOlmKulC4PxSd9mOTKa1DWR1S1oVmw5Z9isqQL3ce5SDIcyZ7wNvdBb6zc5K6PeCdg1k0LRYdbKQgAT3HpOeZ1O0ejxTF9RvGCm6sca0zy9WjOWbMDrYacDZ/wKnCEauZIz66IiZmzxbu8enJmzw3v0aaCjuqpYQchXmSVMKWfWGNU/sCAKO1RwzxwSgZTOY4EulsbqJz1tzFGh3m/6THT30hbg8tolDBCTXajsVsroOhhTzYq/L2/hxDT8dQIjQlxtQiOr6FrQYs5VvMVjpM53uUMi5TuR4F3eVOr8advhhtBolKyXTZ7Rbo+haBr2LpIUXbZcrqsTaY4GZDnBTfacxy/WiKtm8zjHXea8zQ9ixMNeSD4TRZ0+fBQJx8t9wSec3j5NQR85MtFqabTFk9ippLzezz2cn3mTY6NIMs7dAmo/rkFI+Gn6U/KsQPb3LtwGajWyZv+iNWq8oXp9+h41kchgXWnSrPTa7hjDy4p0uiMx3GxsjDJ5CBw0Bn0W7y7tEM//3OJ5g3mkSpwpnMPq0gg60EOLHOrN4ad11hqrITVBjEJhV9wErmGFVKuOfW6cQZNoMqQapwwdzmGwfneSS7KVTaKGObyH2/zj/c+hht3+ax0haylvCfr3yPZ+ceYKhCULNi/2jE9/Cgs+5UaARZXpq6QSvMcOxn2XJK1I0+spSgy0KQpo480lGicC67T1FzmbE6gm0c5OlENn6iklF95izhKe5F5vjgM2e2WMo0aUci7CNOZVbtIyasAXO5DlbWBy0FNeUTM7fJGx7zVotHspt8pHSHF4p3mBplzZpywF5YGglwJLxUozviNgPshmVueTP8o/UX+Gj9Ln+x/jJ1S6g1F7XGOP1ns19Cl2K2wwq9xGRC7ZGTPd51FmhHGY6CHAdhgQfuBPNGE1MSN/tXe6t8Y+Mscl2c9svqgCesdcJEZVFvcC67y5v9JZ6v3id4to8cC0W1NkiF6lmFMCNjtFP+66s/w5wmivHf/8I/J/3ZJm5VQu/DzrcW+NrmOZbsBvNGk1acZUoXE6IvPv8GozAgtCH8t9/9HL3EZEZrs6gdk5F9/vzCa8w9scuNK8t88+AsnVAcisJUjO9nCl0WM01yqkdZF8ppgMcyGxxHuZFXWGEm22U1e0Q/MQlShRBRGBQp4XJ2i6utOe56UyTIGFKEIYc8mX0wUuq6zGktFEm4ABQSiorDtNpmTmuOuyZDiVBI2Q9LzOotZvUWRcVhRm8zofaY0jr0Y4vHMuvjNRAwDnkYxCZ/tLvKZr/EMwWxEpIR7wGAdmRzObfF+cwuC2ZzrOa+2pun4Qsf935QYMrsjtdAXqKxF4owjrzsEqfyWD9wFOaZ0ds8O/2AB06VTmiLg6sU81hhi7zu4oQ6M0aH7+2tMqV1uDusUc/3uT2YZMsp8cbGEtcOZ2hHGd7vTtNyhKc3YwTEicy1AzFlqxhDCpqLn6rcdMSa7YR9iCbH3PUm+X73DFnF526vxjudeY69LLIEa60K9ZyYaDqejqZFAryhJKhKTJCobLll7nUnMJSIQzdH27PwI4XjICuY9bHBgtnElEMu57aoaz32QxEyM210eXRuh89Ov88J+4iC4vKFyWv81v6THESFcYxrMtpfG3LIlNYZrQw0bNnnydwDjqM8g+THG6N/3+OnvhB7fRNFjWn1M6hyQse3MDVhV/JcHd/TyGg+1eyQkumS1X12+kXBKjaHGGo0jv3a6Rfpeiab7RJBogpcJnCqekRO91iqNSmYHh+fukPVGHAqf4iqJPzru4/THVrMFro8Wdrg0MlRMDyq9hBLCWkHNk9MbPFEeZOtYZmtfplOYPFc5T453edk4YgolcfdbTvK0A5tKvqAkiZOkE4sLEF/fF8aJTJJKnGi2KBqCS/d+cIeXqrxaHWb37n/CLNWezReG1DXeixaTbKqz/WmAGYYSiQSbewh39k7hSSlLGab1NQeHyncYlFvcDIjckd7kbALTag9nERnzZsgp3iCjKQOqaoD5rNtGkEWP9FY1o8xpZBmnKViDrnpTHPdFT7j7bDMt9vn+MruBUqmw6/MvsJJ84B81iWveDyS3eKx4hY1rc/3Dk/SC032/QIztuggFSmlrIm/ua73eKy4RVF3xju9U/YhBc2lqLlkFZ+i5rDri5AAEWMpE6UKGcUfW8QMOcKPVSwl5JR9wILRICcLX29VGzCji33ipldGllJ0ORYHhoLH9JxQnx4Ocpwy98UoMhIZqA8Ri51YeI3zise9oE4vMWlEwtqxG5T4vf1H+GHzBP/3E1/lQ5l7fKd/js9Wr48wmCqd2OaNwQqfnb5BnIq4vLzssR1UeGOwMk7bEdxnn7P2HpoUk5EDDsMCT+bWcTdznJo+xEkMcrJLJxFWLxABBXNmm9vDOroW8en/9DWcqRTFB1JRlBNN/Df/HZvfb15mWmujSzG/dvbfcu7nbuMXBTIzfbXEb7z7DFt+RRyg5BCFhA9l71P5yD6RCcOZhMymwt++/jm8VAArVnWhGP7i9Dv8mU+9zMaDGm/sLdKPTWTEiierCaBHSXNoBRnysociJTTjLAopTmLQj010OeaMuSecA38sIvERa0MAbSKxZrFln7PWLk5sCMKZ1qMR5vBSjcfsdepqd0QRiziORUdkykKL8ELxDgVlONrRiynLwyCHTmyjSAk7QZm9sDQajyfjbGMv1dj2ygSRiuPr/FFLRP3lZY+84vGp4vt8LH+TSVXsaOtal/4Ig1nWh8hSOhKGdUceeZOa3mfdn+DdwTxlZYAphxxExRF1LMsJ45A7ziTDyOC50j0uZrfphibXBvN0I4u60eeJ6ia3h5M8Xtvmlc4qd9s1zhX3eTS/hUxKLusyU+hSUFzmM21kCXQlZjbXoWw5BIFCLzSpGz0q2pCSOmTRbNIOM7zXn+M4yFFWh0zoIp70eJih55t0XAt3BNlwQ02wA7KCmGXpIRdq+5wuHY2EYCZL+SZBopAbxSaGocr15jTvdWfIKj77QYGq2h9bG/uxSNyyFZ9PlG+OrYHlUWramfwBOdnjjjc1jqYsq4MxM16857oj/3/MMDFoxZmfqE79Bxfil19+mc997nNMT08jSRJf/vKXf+zzaZryt/7W32JqagrLsnjxxRe5d+/ej31Nq9Xil3/5l8nn8xSLRX7lV36FwWDwY19z/fp1nnvuOUzTZG5ujl/7tV/7D/1VAShWBshySpJIxKnEfi9P17FQ1YRc1oVUCDJKhkPHsxgEBo1OllsHdZxIx1YDMmqAE+l0BhbOKHM4SSWCWGGzVaKgeTiRTpTKVMwhzSDLvf7EuAh+aHaD5+bXyOseb7RFZFfJdMjrHmVtiC7HZBWfMFG4VNxhPtcir3vcd2o8V7lHVvE59rKsDyusdav84HAVeZRoVFKH1PQ++6MIPhD2nxuHkwI2MuIvT5gDLhT38BOVB+4EM0abZ2Y3WBtOkKTyaEQcseOJ/fV8rs0gNLiU22bBbLJ2XKXvmGhKwoGX555fByBIFUrqkLI6ZM/Ns+5O8O32Od7rzWHIERtehRuDGfaDIm/1Fpg2O5S1ITtBiWac5SAq8s/3n+HxwiaXMltU1QFfPnyEL+9exlJCXpy6w3Ole/QSi5zscqm2x013hjAV/tFubPFfLn2LutHj6sEsh16OMFHYGggh07YncpJNOWTW7BClCgXVZT8o0ApsJvQ+e36Rfa9AXvXIKuI5nDS64wBzVU44l92nrgk85sPDznEkgPxhqlLTegxik6rWR/ljloV+aPLZlRucL++z4VT48NQDXuufYM8vsulW2A9EPuxDi8r1wRz3/DpBqlBRhILeT1S+vH6RD1XW+RvzXwegk9i8fHiCijLAlELWghqd2OZur4YmR+RkF4WUozjHTWeaxzIbPG09YFpr82z+Lvqoy25EOT5wZymrQ9a8GvU34LHSFtNam81A7DBPG3tMKt0xQUqTEs5NHFBWh/xHn3qFwfyPDn+qm6I54uP6b57nOMqP4hqLfKZynZMfeYBXTZFiyF43+ervPcO/2HwaJ/kRrvRXl/8Qdy7CWuyTqKC+luc3j54e/50Pb3xLxjF/7bk/oHeQ4xubZ3ilscLOsMgL5XuEo+syo/rc9qd+lBQW5rnn1nASnbrRIxh1jEkqk5F9doIyD4IaVwcLPFNbH+c/F2WHS/YWD/yaGEuOfKyd2CaveCNwhyjUx3FejP+tQ4aJQU0VBaUdZfBSkbu8E5RHMZmFH4vBrKp9FCkZo1/zqsvT05tM5XucyByjIeIkv9q8jCmFKFLCO8PFEd/cp6wOeL0lgmQyqhhtH4Z5Nrwq7dDmvlOjrvUEbnb0fHdji5zsseZN8L3uae7063ymfJ3rAwGLebFyiyXrGCfR2XYFw/ra4QxP5+6zOywgSSmGHGHLPt3A5EzliL1env2gwDO5ezxV3+QT1VuUdJeT+SPOT++zmGmJVDK9ywN3gvcHM3Qim5zqoUoxd4d1XjleoREKDU/LsfBClSiS8T0BH0lH99dfmL/G47Vt5q0Wh25uLNJc61aJE5kgUXB8DU2LiGKFnX6RQz9PSXXE+iAo8sFwBjfWeK17gnV3QggmI5tNX3iyt8Myt3qTNOMsZXXABXObOa05nlbtBIKdvxeK+9peKHQX7w4Wf6I69R9ciIfDIZcuXeIf/sN/+O/8/K/92q/xD/7BP+DXf/3XuXLlCplMhk996lN43o/yeH/5l3+ZGzdu8O1vf5uvfe1rvPzyy/ylv/SXxp/v9Xp88pOfZGFhgXfeeYe/9/f+Hn/7b/9t/sk/+Sf/ob8uhhqRtXwURaTOBqGKPFLMAUxOdOmH4nRctQSVZaLUJ4lldrsFgljh5Xsn2O/nSGJZFPRYeI03uyUmckOOPXGxqJLouK+3prHVkEYg9iFFzcFSQoJYYcrqYioRXqQhk2IpIUXNFfhIv4ATCxFEWXfGmal51aNsjLo7u89LUzd4LLOBrfhoUsx+IJSZIjUo5frhNBcm9ynpDqYSEqUyedWlH5k0giyv7i/hJxqXc1vsO0IwsxFU2QnKbAzKXGvPMmOJXUo3EnCMp+c2eHb+AZ+ffZ+qPmTTrRKmKut+bez/DRKV5/N3ABGO0PCzrFqHXMyKQPcLuV2mNIFRXDGPBK86zFE3+1TVHjfcWa7258nrLjW7TyPI0I0sBrHJWz0hVDmdOeDfbl5iWhNh826sccubYdU6FChQu8MP1lfwIhVVSthySliKiF68P5zgjL3PinEolOtelrI6JExlpswuZVU8x7MjylFJdWiEWW71JqmOLFE5xaOqDXi9s8zNwfQ4DGLNq7HrF/nK4SUGkU7N6LNoN+kEFqvWIY9kt+iFJhfsndGO2cBSAhbNxjg96ZY7zfJIVewkBs04y6Gf54cHK3x64RaP2Bscx3kOogKdOIMbauOT+bzWwkkMXqjeY0Lt84fdC1zz5rnrTfGp4vvMaU0CZHaCiuBoq+Lg9TO563w0d5Oz5g5f+v1naV6UOGmKlKCHTOiMFDJMdY6iPOvDCiv2MX956nsjqMmQ5Y+v0zsbkmig98WOVwlSjE7Kf/uVn+OOP4UphVTUAc9V7vErn/sO/lMDUhm0AXS/M8k//sGL3HPro0xjlf/iuW/hreVxp2KkGN755lnuBZMooy5vboSO7Ccmf+OFr9Hfy3F/vY6lhjQiEfwwiAVn+GpvniXjiPf6cyIWcFhGIUGVhcJ13miJQ2EoIhZf6aySVz3yqjfyFMdshWU6sT0uwKYkdocgRsV52R0fpg7CAkdBjgm1x4wmriVb8jlhHI6Sl4RuRJNiZnVhRdsJynipRlFxCEYjYlsO6EQ2S1aDou5iyBHvefNsR2WafobtsMJNb4ZeZDGldQSxLlVZyR4zZ7ZYtQ5phDkKisuU3mVS72EpAVf784Spwi13moOwQJio/LB/kqzic8o+pGwMueNNMWn0eLWzwiA2mVD7zBstZFI2HGGDet+ZYznX5KnaJqVRhrMXqTya36KWFY2VQsqZzB6tKMOS1SCr+FQMhz03z45T5IPhNBVNiN0afob7/Ql+uLvCzXYdJ9T47tZJXF8nHt17z04eUC4MMfWQp+qbXMpvI0sJC2YTJ9GpmgOeKa3hhSpVa4CtBTihKNq2HqIqMdPZHnnVFXqc/jQbboWNYQU31nmq8ICyNsRJdGb15nhHXlaGnMwfcc+tM6eLdYpCyjAxyMsu80aTGVVMFifVDqvGIX6i0Q7tn6hOSWma/mSO43/XP5YkvvSlL/GFL3wBEN3w9PQ0f/Wv/lV+9Vd/FYBut0u9Xuef/bN/xi/90i9x69Ytzp49y1tvvcXjjz8OwDe/+U0+85nPsLOzw/T0NP/4H/9j/ubf/JscHByg66Kj++t//a/z5S9/mdu3b/9Ev1uv16NQKLDwT/8rUjlDviJGNb2+hWGGJImEZYRjUZYbaJRsF1VKeKKyyVc3zlPNDmk7Fr2BRewrlKt9ur0MphXgOuL3mqx2qVgORd3hQbeKoUYUdJcJc8CC2cKUQ/aDAr3IZDgS+xx7WUwlYtFuMohFx1PUXDYdAQ8o6w4n7EO6kc3Lxyf4aO0uXqKx5ZYw5JiyPqSu9QhThTBV+KA/TZTIqHJCkkrkRp3xsS/sRjtOkYoxZN5q4SUa11qzVMwhvdDkpdoHfGX/EhVTCCWuHC7gRwonyg2GoUEvMPj5uWu82jzBau6IRbPB9cEsbiyCyP1YJad5nLCP+J2Nx/h/nv4SCTJBqnDHn+KCucNtf2oUDO+iSCnXhvM/EqDoQ1pBZuyDPpvd5+ZgCi9WqRhCyerG4tAispRjdocFfnb6PWET8cpM6j0SJNadKgkSVw9m+cLSdWRS3u9NY6sBpzOHvNJc4Rcmr7IVVGgGWY78LDVjIMbBqses3uK2O0VN743RiD9sr3ImK5i2j9ib3PKm2fOKLFkiu/rWYBJdjtgelKjb/fFz/+HCPa4OFlg0xUjaSzT2/CJFzaGq9elG9kjFLJFVxI7/MMyjkHDR3uaNwQoHXp5DJ8eF0h6XMttMqD36iaAteanGdxun+YX6VRQSJtQe//Phc/xc9Sr9xOS39p7gl6bfAmBRa2DLPhthleMoz4et+/xO5wk+nr9BUXbZjYp8qfkY7xzM4twv8N/97L+kKDvYss9BVBCxekj8Hz/40/ynK1f4WOY23mhHthbW+E77LBeyu/zLB0+gfEnYU5QgRUoEQ3rw833+/sXfQZEEu/mOJyhhr3ZWeOeVU1hHEqQQZqHyzAH/l+XvMEx03uif4NvffYTstkRkgVdL+as/8xVyigjBmFB73PcnkaUETYr5H3/ncyw8v8ln6x9gyz7fbZ3BiXTuHk9wti5wtF6sMW+3mR6JppxEJycLNf+6U6GoCTDFKfuA/aAoJhwkdGObU+Y+Qaqw7tc4YRyOD6C9ROyo87JLWRlwEBW44c7y4ayYPDzcKW4GVUrqUCjFR6poRRJWu0aYpaQNmdY69GNTMK69KlVtwOfz1+gnOjf8Wd7pLxAkKlV9gBvrTBsdbg/rzFttOqFwNSQjH+1DfOqqdciWX+HxzDrbQYXf3n4MWUq5WN6jFxmczBwRj8bzm16Fut5jEBtihTSyEApPr1AiX85t8e3js9w6qCNJKc8tPGBC79OJbDqBxZTZxR/J37ccoXeZsToc+TkuZHfZDwpkFZ/DIM+C2eT11vKYdBUnMn6sstsoUi31GXgGaSqRszzyui/844ZoMC7kdrHlgD88PscjxW2OgxwHbg5bDdHkmLPZPb53fIrjYZas4dPzDEwt4umJDSrakKMwx1vH86PXIeWwk+PC9J5Ar5YfjMV0N/tTXMrv0AizFFSXJeOYOBVOhP2wyLzeHCNnYyT6sUVZGfDq8CRbTZN/8dHfptvtks/n/7316n/THfH6+joHBwe8+OKL4/9XKBR46qmneP311wF4/fXXKRaL4yIM8OKLLyLLMleuXBl/zfPPPz8uwgCf+tSnuHPnDu12+9/5s33fp9fr/dgHQOyJLOEolhm6OomvoChi3OQFGsedLG6gEcaCqnQ8zPB2a55yxhEy+4xDuTBEUlLSVMK0AqJIJvEVSCGrBex0CzS8LFVryFOVDVZzxwwjg2Yo9gMPwQNlfcit9iRJKgsI+oj2lVfFtCBJJc7m9jnwchwFeRIkHi1v893DU8wbTZJU5oPWJP3I5P3BjOg6w+zYGpWkEoPQoB2IG0Pd7OPHKkXdwY015nUhTshoPoduju2OAFSs5o/JaR4Xs9sULZd+M8ON/SkeK29xunTEplvlg90pWkFmpPJMeDS/xap9xKnsIZYS8r3jUywUWhzH+VGH4FFXuwwTg0EsxDYP/Zd/tLtKQRW2gM8Ur/Ni+SaWEiKPhC9VY0BO89FGoqqyNmTK7HIxv8uM1eFCaY8wVSgoLsvWMW935llzJjiZEb/Lk1NbTGkdXsje5k/VRTG6Payz3qjwO3uPc+DnOWEfcjJ7xIOBIHptuWV+0DnJ09m18U3ETzSeLGywZBxR1focRAVu9Se5mN2hrA64ZG/xifJNnshv8qHq+ujfKFzM7tCPrTEG84E7wZozQUUfcL0rACZ1rcu80eScvUtBdZClhFm9TUkb8tZgiYafZdLs8bmp9+lHYu++N+Jth6nCll/hdO5wzKJ+eXB6/F4wpZCfn3oXgGX9aKTKNagpfYqKg5eqlEb782YsxqVvfuUC/7ezf0Cci5lUuqPIwJiKMmA3KrERTvDpOaEJ2I6KHMc5hql4fz6e3+COU+dvnv4G7ud6KGFKokokqoB62F/J8492PzbK+lVHeoQOTxY2+D/9zB/gPS5Sc7QhdL43ya+++kUaUZ6nc/d56cW3CbOioNu7Er/29qeoKKLbeggnKSsDKsoA9VKHu+/PcThSIl/K77CYbRJFMgXNo2oMmbU7zI0OyIPY5CjI853mGQDOZfcx5AhDjsa86Ld7i6x5NVpRhl5sMql2mdVFB/2w2JlSQGbkNU+QeXuwxJJxTJiqbARVholOjMBU1kZdsiZFrPsTBKnKrl+kpAnbUU4WIJs5rSWYA4pLRoooyx5Pmus8lttk1T6ipDpU9AFXu3M8W7w/jhnd8KrsBwW2/DKNMIetBNTUHrN6izveFPtBgVPFI86X9wlTmbohYB/2aGfaCuyxt/zR3BaWEvJIQUzOsmrAriNGtqu5Iz6+fJcoUnhla5k/3DnN1rDEsZdlEIuGI6+6PFbc4vPVdzlpCmDOfiCU5LN6i1d3l/jS9iW6gYmphGOa13E/gyQnDH2dhVKbnOXRc0zankAHb/VKFDWXtzqLXO0t8KBZ4bXGMrocca85wXqvzLGX5btHp8X9z3JpDW1yRkBWC3g0u0lZHXC/P0FWC+i55ngtktN8tnslupHNW70lXmsucz63N1oB9ujHJgpiktKNbaa0Dm/0VtgOKnyvfwYv0cdTqnZo/9ia6v/f43/TQnxwcABAvV7/sf9fr9fHnzs4OKBWq/3Y51VVpVwu/9jX/Lu+xx//Gf/rx9/5O3+HQqEw/pibE9m6pBIkEoYWUc47GDmfKFLw2yaKkmCZIYOhiesYPDis0uvb3HkwxeZulZ1uAU0WWMtKeUAYKyjyKArODlmcalK3ewSRyuEgy2anRC+yMOWQlcwxx0GW/mhvaMgRVxtznCkd8KHyA4q6S5LKPBhWx/7ic7l9CorLyewR+36BbiR8wxdKe/zLraeIUpmC4bE1LI2FSJoU89bePMMR7rGou0Spwo3WJE3fJkxlgkSloLnc9Sax5YCC7rHdKLJQavN2dxFDDumGFif1A1qOhaQmxLGMLKXMmB0+aE+Rz7q8ezTD5/Pv8mLxhrhpKN64qzuRO+ajlTschgX2IuHl7cYZrrtzyKQ88Gvccmf43Y3LKHJKQXFphDn+9fFTIi1G9THkmFaY4cgTylFDDnk6uzYST0nIpLSCDJcy29weTOEkOsv6EZcKu6zYx9S1LnW9R1ET3dxaUOOtwTIT+oC60WciP+DuVp3rzWl2/RJ1rcfl4g4Vbcij+U0m9AEPggluDyY5DPK81l7mWn+WraBKWRnyZmeJF8p3KauDcRqS2BOJeMWa0SerBnipypze5FJmi72gxLJ1zBP5daa0DhVjyH2nTje2aYQ54lRYxxphjsMwzw8aJ9l0yuQ1jwu2iABctY/GRceWfSa1Lnd6dZ7O3mdebY1ZxB8qrmHKAb3Eoqb2WPcn2A4rwpqS6phSyJzW5DuDc6wah8SpzEFU4K+/9ot84hfe5L43ydyiUKBnpJBWLMZq22GZf3v4KB/J3SJOhUXDS3SacZZWJLKAP19+lzveFCcqDbo/OyTMSEJJrUgoQcrN15ZpRtkxErCm9DHkkBiJ/+axLxM+LfbBUgKFdw3+6W99mt/af5JV64jFl9aRYkHxyr9t8t/c/yzvO7McRzmqag9TDikrA/6rc19HdSV+8/3H2QkqLBlHrJjHPLf4gKLmoEoxdb0n7EyJzjvdedxY58XKLQqKywnjkBmjzZTepaIIOENBcympDptOmd87fGxUWAXjGIS6+eHNNkwVjqIcR35ubNvJKR66FBOn0jglSdC7ZGb1Ft1YrC5WjUOm9A6KlHDO2CFGIqd4vNpZoZPoJEhoUkJN7Y2zkN/vTnP7uC6CIkYHv35ocs7eZdctjn/eTXeGVzqr/NutyziJzrnsHiftA6aNLldb4j55FOS51ZlElRKyiiB+rRoHvFC8TSPMUTRc3thf4HCQ5V/de5wb3Skyis/PnX6Pc5P7zOW72GrAcq7BpNGjFWTY8Yo0wwwvd0/zpcNHmLdavN2c59jNEiMzV+zQdw0GvsF2rzTWs5yaOELXhSd8t1ug75rkbY+S6WKqEUNfJ696nMgc8/rOIvOlNo+WtympDp9euIWthTScDMu5prCZGg6fnL9NVvd5YULoB+65dRpOht2u2HH3PIOpUg+ZFF2NRGpZdwJZSpnWhZd71y+xZBxzEBU4DIXQy5aF0PNfbz/J2815/pf9D/H14wu8OjjJMDK43fnxOvbve/zUqKb/xt/4G3S73fHH9rbwkeWqQ4ycT8HyKJou+YzoPuVMxLBlMRiYmFZAqTAk8hVhYIwl0kRi6BrcP6xyv1WlaImT6qnqEY/PbrNcbwhT/dYiAH4ouqjrrWlkUrbcMit2A1MOudJd5q3WAlVryA+3Vtj2yiRIRKlMlMpsOmVKmkMzFEktg9jAjTWOvBwNP8vWUHhbN3slPl67TdkQAq0Dv8AfrIu4rQSRm6nKMU3XJmeIEenDrrId2MJmJAfUjD6/eOoaH6ve5vnSXTqhzZOFDf677U9haREXF3epFgdsOBV+6+Zj/Jm5N5GklD+9/DbNkQrwvLVDN7bYdYs8m7/LnNliw6sSI7EXlLjjTdGIsuy4JXb8Er+3cxk/UTk/sc+5ygHd2GLHL/Fs8b7A5KUyGdWnE1jM2W0Kmju2CAFj8MMJ+0iAOZwCk2qXVwcnhf9S62BKITuewJgmyNx0pkcJSUIZ+dHJuyh6wienb+PGOmV1wIp5hD0SaJ2yD3Big4+WbvN07j4LdouTmSNkUt7orbCcaeAnIkkqJ3tCeIPMhNonJ3sC3GDvc+AXOAgL7IcC57jhVegnJv3EJE4leiOLWWEE6MjJHn6i8v2DVaJEZiXboKwN6cY2b3SWRyzkAFMOcUYCIV2J2AwmuB1M0YltXj1eZkZr04kzvN5doRPbvNuZ463BEk5qoJCOv/b2YJLdsISTGrzaW0U1hZ/4N9ce4+dnRSftpSpvuUu85qxy2dxiGBrkZQFqkUnEmDnReNRa59nMHY6jPOetbT5evc2vnv82K3/6Lv1FSRTXGIq34f/1h18Ypxnd9qfGYpcwVfnV89/mw7/wLm4tJdZBdWH39xf577/9ErYaoD7XIpUh1qH3rUneb08LittIIJORfYqyw+c+cYXsVYuXGyfYCSpMa21OZ/eZM4US+TDI04oyXO/NjLjromA+zAoOU4VGlOUgKoyIWg5HYY5jN0vHtziMRKrYfafGHW9qNPmIMKVwrJi9mNvl/8fdfwZZlp/nneDveHO9y7zps7zpquoG2qEbDaAbAGFICKIIUQJJkdyQhoyVyBElhczOREhacRnSKkIxWtnRxGo4YohWoidBGAJo+Eb76i7v05t789pzj3f74X/rNrkzQ4IRMx8GN6Kju6uyKm9mnnPe//u+z/N7ZIRK20lNhtPwjq2oMUtI6idFrnuLKOSs6wKsoUkpB3GV7bjBg3COpurgJTr34hbf9o+xm5RnI+2CHOIlOrqaMEotmprDLWdeMOKjGv3QZj+uTpGXCgU1ZLE4ZkEfIUsZypTn/gOLb6JIGUvGgE8uvMXbnQVa6pijpMhL7kmczOKO02JvUiGINI5V+8SxwpI9wk0Nzlr7nC0JgEmUqoxiiwdeQxAMM5UNt8Ewtrix3WZeG3EwLKPIGZcnq9QNl1bJJcthvuhw+7AFwJFfxDYi4lTB1GPqBY+V0pCSLjjQi+Ux/bjAS0fHeN/qPR6r7pDlEt2oxL2JaGwUOSPNJS7W9lixBthKxGphQJirvOIc5+pwkTiVUeSMLJOJU4WjSYE7o9Z0TZbxwvxtHqvu8Eu7T8/24rYcMkqEk6AxDX25MlzEjUSusZvo9IMC+0GZMFM5X30H7vInvf4PLcTttgirPjz845/88PBw9nvtdptOp/PHfj9JEvr9/h/7mP+tv+OPfo7//5dhGJTL5T/2D4ChJdimIC+luUy7KHx2phUhaRl2IURTUhQ5o9aYoOsJVsNHknPyHCwzxtZjKrrPu9s7tM0xUaawVuyTZjIFKyRNZaJQZeKa9CY2L/WOIZOjSBmbQYMrvQU2uzWu7i6wVBsJJqwmcop1OSXLJe65LYpKyLXJwizrN0NiFJsc+QUO++Lr+WbvJCds4Rn9vdsXMfUYXU3Q5JS67s0sTIdOkVFkEWYqXqIzCi0sJfpf5aZWFZcTdpfPHj7CgjUmzSXcRMfSYi4fLFGvuFyerHKi1mPTb/KSewo3M7gftbDliPPFfYZpQVCBpJyDUOAZ77hzdKMSO26Vl/bWeaS+z35YQZMyLCVmThvzWHGLQSLiBFu6g5sYlLQAW45EIlFYYVETsYgiks5EljJkMkwlYZjanDYPhPVFEilCSS7zXPWO8GpO94BN1ZntdhabQ377wSXcVLCtS4rPQVhhN6wxSU2OGR2OkhIPwjkMOeGB16QXF+iFNvOaGE1FuTpTtvbSIjcCwRoeJAVsORThIqnNSeMQW44IM1UU5+nXn+XylM0rRFmHcYXXeqs81tjl3bVtFvQhTc1hN6yyZvc5aRzipML37U4/vmm4OKnJDX+RFwdnWS/1MaWYljLmbOGAzbApduPWPv+l8ySdpMRtv81eXOPR8jYFOWQ3rvGFa+f5mUsv8vmts/zlE2/MHtCylNFSHS6aO9QVjxPlI+7Fc6S5PKNLjdLCzC++qA5m+b6/cfBuHinv8xf+/DcYHxOPmFyG4obMv/6972U7rlNXJ8S5ypI2oK0OMeWYp0oP+B++/xdQ39cnrObkMlRuSdz+L2doFl2iD4xxL4Q4Z2O23lji57ffOytMu4lQrT5duof1PR12Pr/G5w/P84p7nO2gzmcPLvB06T5hqjJIbD7cuIEmpbOflS1HHCWlKfgjoCQHM99tkim8v3WX5eKQ8+Yu+1GVx0sbANwN59mJGuzFNbbiBp89usAgeUeg89D+tG72uOe2RCa2NhKhI151KtpKWNF6bIUNPtO9yJveGqPEEiI8ezA7aGTIvOEJMlknKWGrEc8ubFBRfO56czxV2+C41aWkBKwV+8xpwkbY1BwuFPaoGR5Oas5WL/PaCIWMOBM76zDT+OT6Ve4G7VmU5NuTZU6VupyoHLHeEPdhu+ZwZ9Ti1miOo6TEODHRlYTvaV1nzRYHnoISMQjs2bX05PFN4XSoODzbuM/GpE5d93iyOU1MymROz3fZcQRYKc8lVDmjYgS0C2OSTJ4BQEp6wFFYoGEKDYkmp/SjAm/2xNpHnWImndjk+BRL66U6lwrbLGhD1sweYapyrNpHVVJONzuYWsJydSg42aHOdlDnC/tn+czmI4wCYQmb0xy2oiZrxpFYReQyW1ETXUnRlAw31mmYLk1rgpfoBKmKOgUH/Wmv/0ML8bFjx2i323zpS1+a/dp4PObll1/mmWeeAeCZZ55hOBzy+uuvzz7my1/+MlmW8fTTT88+5mtf+xpxHM8+5g//8A85c+YMtVrtz/Se8lxicFQSimbfElxnLWGuPMEuhbTLDiPHpj+2iVOFOFIxtARZy6gUA0pmKBS8fpE9t8KOV2UcCWLPnO2gqymaloCUk4QKga8zDCycxOCqs8idcYv3zG9gGIKsdTQp0A2KJJnCoVciyhRkKaesBYwTi41xg2FozTzAqpxRNX0kOaNzVOZ2t8WLh6f592+/n2IhoGqJiMM4U7g2bGMpAvG2XBnRMEXi0YFbpqCFWErMJDV48fA0N5159qMq//Leh7k8XqbjFGnpDpqc8f0Ll9nu1PF2inT3qmy5NU4WulwdLHDNWcBJTc4Y+1yZLBHnCpcnq3RCEdXYNkaUlIAHY6HABqhYAX6qsWQOcVOdZWOAl+m8PDpOJyoJIMI0nhJgJ6jxvvY9zhYO+H9vfi+/uSe66YrqkU0v/lOljuhEFR+FjDcma/zXzXejywlfG5wmyhWRsBPWcDJzmrMccqbaYakyYscV1qbf7z3KplfnpiNGSN92TrIfVbgyXkSTU7phkXWzx8da18QhZto9X/WXyXJJpGGpDmfMfYpKQEEOaWoOthzxLeck48SkrAbCAx4XuNZvE6QqYaZx2VnhD4/O8dnd8zw/d0dYbabvw5YjDsMyy7pQh98N51nTjwSyMpc5aXWoqIJ1u273KCgRnUR4W58r3KKkBCyZQ1JkjheO+KXd94iDUVSnrrhEucqvbD3JB8/d4t9d/wB/4djbvFC8TorE7Wie+9EcK1qPkuwT5AotXfCZncyioUxoKWPW9C5OZrGb1MiQWdeOGGcW765ts6r3CDOV7/+Bb3Dw/py4JCxOVkfiP/7WR/jDwYVpsIVCNymLRCjFpyCH/I8Xf4n/7gd/g+pH9xk8FREXYPfFFWGTKURU5x3I4ODLy/yHneepKxOqskc/LXI7WOATy1fJnxpx/9UVPrd5jvuTJouFEd2kxAm7y7OlOyxpfVa0HsemlqxlvY+X6gJfmpo01Amvjo+JHF99wrLe5+ONKwSZjinHLGoDzlu7zGljjhsd5rWh2MXaQ1aNPq9Njs2ujyDXkaWM24MWaS7z5dE5mqrDjiM0GmJFUGUY2zxd25hFhXaiMlXNoyQHtNURnaTEK4N1Xuye5rc776JlTnhXcZNRalHV/BkCUpYyymrANXeJC9aOIGkZh6xbvdlK5Y4viui9YI79sMKDsEWKxII+pBcXuGRvCweJPsFNDO6NmsSZwu6kIoIcEpWSFnLFWcJNDE4XO2Lk67QYRxa7XoXlwpCyFhCkGrqckCIRpgpfOjxDOn2+zelj3rd8n7ViH3uKqm0UPCwtplVw0ZWUKBXNRFELUWWhdk8ymZruE6Yq3ajEm50lKkbAoVdCkTNRvHOZ216bTa8ugn7iyoxvPg4MDtwyQaQxCG0kKeeJ+haboxplM+Su00KZrsQANsZ1OnEJQ44ZpjZBplFVXDpRiTOlQypGwGpxgC4nBKlGxxMc+ocitD/t9WcuxJPJhMuXL3P58mVACLQuX77M1tYWkiTxt/7W3+Lnfu7n+N3f/V2uXLnCj/3Yj7G4uDhTVp87d46Pfexj/MRP/ASvvPIK3/zmN/npn/5pPv3pT7O4OE3J+OEfRtd1/tpf+2tcu3aNX/u1X+Nf/at/xd/5O3/nz/p2yXI4d2yPzqSIF2pMIoP3Ld2nYbpUbJ+hLxTRaawI5J0dslYdkHoqYaIwcC02RzX6nsU4MtCVlLrh4SY6XqLjRRppKlMpBmhmQr0qLFB3+01u91o8Ut3nIChzqtFlba6PoSUcuKJT3B+UeTBsMIosLDmirPrYWsRycciiNaKgRlw9XGBrWOVYq0+hFPDelQds3p9jba5PzfYZBya6Ksgyk9DgxrjNyVKX0+UOTcNlJ6hxqbGHqST0owLDxMbWIgahzfVxm2PlPnuTyiy56SMLN3ixd4bHVrfJ7RQpkrnbaRJmKp9aepNxZHJc71BVPEaRyRlzn5IaUFID3FTncwePMEos0kxmZ1RhFIrTpCZljBPx3wfRFAOXaviZLqxXQY1+ZJNkCh+qXqeohCzrfcahySQ0SDKFK87yVHEZMIxtbgSL6FJKkGssGUNqppgyXCjt4aQWt4MFbCVikBRY1AYEmciBvljd49ApYikRdd3jYnmPIBWxhCU1YMkQjGVDSjhePKI/jdR74AsGbVVxWdb7OJkAvz8kNS1qQ6JcoST7XHUXqWkejxa2eKywJdJ21IB2weHdlW1GqcW1fptle8in116jonqUlICWOZlhDfuhTUURHlOZHFnKaCgTLo+XaU6hKQ+xiG1DxO8dJFXuRXOMUouLhR2RLCTHrBYH9EKbw7BMPy2wFTYYuBYfrN0gcHUesXYoSDHP2ncoKwGvTo5RkCJKcoQppZw2D7jttwXoItcoyRGNaaRgmktUZU9YnOIyv7txgRN6h5omOue//fznmDztExdFXKLZl/jm7z3Kv9v6IOVpAEE0VSAfJFW+7p3mlH7AX1l9mcdPblL9wAH+SozyrQrJvSKqkqG5EvoQtj63zmFSoZ8WWVH72HJETXX57y98DvPMCPUPqlzfXODp8n3iXEGRMrpJedb5m9NpytveCpPUYEEfsar3kMlmyvhzpgD3t9Uhv3L4FCeNQ4apEFbNqWNsKSTOVdxM/HlnGhZy3VucXh/ia3ukccA3Rqe4PRZe5GfbD1jUBtP3VGIYW5ycWusu2jt4mc45a4+S4s+Ecboipl9nS4d8pHqNkuLzeOEBJ8x3poyDpMAJs8OiIQ5iDWXCblznmiPcC5qcsG72mNPGDGObe6MmN8ZtRomNJqWsmH3emKxR0zxuT+a46zRR5Aw/1jDVhJPlI0pGiJ9o9EMbWcppag4bQRNTSfATjTnLYRSbrNs92qagAo4Sm4oRcLG2x3uaD1gyhtycLPBU6T7adB8vXCcBi8URivxOJOLZyqFA4ppjKpov6FmTGm6qc+CXOF7r0fdtBhObJVs8O+eMCf3IpuOV2HaqXBkvEmYqXz06RT7lQCiKAPg4nkk3KnKqfsS7m9s8Vt0RoT2pzGgixK9uYvAbW++aRaA6mcV5e48HbmOmHQpSjbrhUtRDtp3qd2xf+jOnL7322mu88MILs/9/WBx//Md/nP/0n/4Tf//v/31c1+Unf/InGQ6HPPfcc3zuc5/DNM3Zn/mlX/olfvqnf5oPfehDyLLMpz71Kf71v/7Xs9+vVCp84Qtf4Kd+6qd4/PHHaTab/KN/9I/+mNf4O315gY4sRYwdS8A7FnZR5ZRBaGOqCUUtIqopRLGKpmREicqDQR3ZTPBcE7sQoCkZCyVnxjPe8yt0vBIj3yQMpxmaiUKp6BMmClkmRtXVssflnkgzsnTRqToYzBUmDAML24xQlZSa4dGPC7y2v8KpRpcgVTHkhE6qsVobcGtnno1Q49R8ly9eP8vxkwcEifjRFfSIkW9yutrlUBHjqmFssWoN2Ips6rrHzdE8TdMV9ChfhB5YasyRL6hNR+MCJ+eOSDKZm5M2g9Bmvdjn+Qu3eGV3lZIVcsY+YF3rEsypvOKdYNNv8KHmTcaZEIm8MlhDlTOWCsOZgvu5pQdsuTWOF4/Icpk9v0JFC+iEYvedTD24w9giyRQKaiS68qm/8ivDs5yqdrlY3OWN8SrzhtgNDdQCT5Yf8Cs7T3JstUtrykk2VKF4LSkBW1GDUWJhyAlOYvJ6ts7l4TJ1w2PJGlKY2taamrAvPV3f4I47x4lClzDTqOo+rw1XaVvi/SjktHRhO9qhMX1A7+JlBotTr+hVb5ktv8bZwiFn7EPW9KNZKHyaSyS5gq1GdOISN4ZtfnT9ZWFJSi1uB21KSoAmZexHVcJM5bnGPeamyMIMiX5SZC+vCdXovEeQCyRinCsUp/vSblKioIXs+DUesXa4G7QFcUp3OGl36CcFoTbdXOVvv+uLXHZXubS+y5ziEOQqspRRlYXv3ZZjClLCMNP5lf2n+OT8W5RkHzcz6KYFQUXLCuhSyuvBOhtBk3Fi8om1a7i5zlP2PZzM4je6j/Mzj32Zf6+/H3+iU75soI9h77Or/M0n/jL/+F2f4ZR+wF5Soyp7XHZXuSKvkCIEg6erXZaKIy73T6OEEkc7VQoxIIHVyfnPP/9RfvSvfp6z+gFP23fppUW24wb/8JHP8A8O/zKtLxv829Lz/PDJ12bpYA9H2sPpWPqt4TLvbdzFnCYd3QoXqKgebW1EOr1Ot+OGCFpRx2zHDQ6SKneDeZZ1ocKuKi5Vy+WlySnSaY/zyuQ4k9RgxexzsbiLIcfsGmKM/nz5JqYUsx03GKU2F0u7My/yVtQgylTxXuVIrH+SMp9ovkVBjgR1K65TVyZsRU3iXGGUWHxP5SpuZrAZNVnQhpRkn+24wS2vzaIlvhZDFl+/LiVYSkSaS3S9AmZNUNdeG63zytYqx1p9/ETD1iJUOZsFxWxNU64UOSdKFOJM4aTdQZNSzpf26RhCbKlJGV/YFWr+IFb50ZOv8EhlHz/TOQjLWErMld4Co9hk0RoxisS4OclkgkQTwCPdE8ESkli92XLEnl8hThXcWMCVgkQT3AA549KCsB/te2VOlzvcHzZoFx26XoHTxQ5z+pi4LHbc3aDIKBJ1qWiFRJkYkW+4DS5VdrHUWAjHlJSnKhscxmWOBiVYhX5S5Iv989R10XjFmUI3KBKnChgIXYOckQXvwG7+pNefuRA///zz/EnWY0mS+Nmf/Vl+9md/9n/3Y+r1Or/8y7/8J36eS5cu8fWvf/3P+vb+V6+5slA7l0s+qiL2kwdBmSBR0eRMjBaLLl6skecSi+UxB04J3UxIYoUw1GgVXYpaSJSJvc6DYZ0kFSPlZmXCJDDwfXFinas5DD1LhEW4JnIxR1dTloojdicCAH8wKVExAzRF7A9GocXrG6vIck5RC1kwx2x7NYJEExi+lQPCVOX2/hxPn35A2xyL/aXboOsXiRJF2As0gecsaBHzhkNZDXm1u8paaYAmp1NmcsSc6XBzNC9OnLFGwQrZG5ex9JiNozoXFvbZcavM22N+6NTrXB4t01AmlKf5qZ85uMh2p8bVRptT1S53hi0WCmMerexyZbxI2Q54tv2ABX3EUVhgGFvUddEdFdSQUWxS0kJKU2RkUY0YxyanCwcM4gJfGp2nH9lcKomoxMvOMl6iEesK61ZPiLWiGo9UD+gmJUwp5jCu8N66YPFWFJdRaqEgfNWTRCfOFJ6sb3LMEFjNG3abL++e4uMrN3BSk2NGl9AS0Yq9pMiCOcKQE77ROcHaYm/W1TwsepPU5EawhJOanLP2cDODV3trfLx9lRWtT0EO6Uy5xtF0PLnl1ohThUli8ENLr4g9XGagSBmrRo/Lzion7Q7z2og/OLrIJ5pvMc5MnNTigrXDODWR85w0k9mOGyhkPFu4w8veCWw5oiQH9BECoRN2F2/qX/UynRNmh4YywdFM+lGBvCMwi7/+2hP8g+f+gJIc4OY68dRXe8neQiPDzVV2kyrnygc8Yuzwqn+cs8Y+5BCgcT+c56q7yCi2+IHW63xtdJbvr77Oy95JThkHmHLERxrXuOYtEQUqsprhLeTICajnxlQ+U+Yf7/4gf/vjn2FFEz/bxwpbbIZNHvhNLpV3Z5qG7DmJq18+jb2lEl7yUF61yWKB1Pyff+OjrHy6z7p2RJyrKIhs2J974Tf4h8lfpPDtCn9YOsszzQfM6WM6aYlhWuCqu8Rz5dsclYqU5GBKSlPoRGX8VIcCnNLFdeZlBn++dRlNSmmp41kusiJllGSRA9xLijxTvMNLk1NkucQJs8MrjgDoOKk5Fdzp7MY12lM05pVkmXPmLl8cPcKaLlTrk8TgmNWlOx0f11SPMFdZ1ntsx/UpiUvmMKnMUIxVxaUqezRkV0wuMp0g17hobnMUl2Ys8of3S32KlkwaCq91VmiqDqPUxks0WtUJk1inZYln38a4jhvqJJmMpqQkmUzRCAhilUmksxk0OGZ1uevNcdLu8MXDc7ixThirKHLGfGlCnKl8Ze8ksgRn6h223RqKnHGv38Qr63ixTtkIWC8IEV9RDWmqEy47K/ipjqUItXtFE8z8iiG4D6qVMo4s1os9jsIig8ii5xX4xuQ47ZLDe2oPuKnPCwSuMZg1R0kmIwH1gkeUKOy5FTQl5X2NuxzFReZNh8OgxKPFXV4ZreMlOqWiz3ZQZ053OFHoMkosnqhu8cZoBS/R8RMR1tM0XebMCfcm/ychLv+v9mpYLiU9oGr7lM2Au+MmG6M6ppoQT/cUD4vwJDDQlJSiGbLWEKIDScrZHwqwQpIpvLmxgh/qqEqKPCXz2EaEomYkoUqUKtQLHmVT7BLDWMWPNLadKjXTp11w8CONoW/RMF26kwKbvRqZq1Iq+hhyyoI+nO0WFu0Rg8Bid1DhIydvUlLF/mIYi8jDJxpbnGj2CBLBXr3U2GO91JsGE8R8YP4uQapyZ9jCmY6GO4GwIyzYY3QlJc+FQlxXUi4t7tE2HZ5sbDJvOFweLTNnTvjC8BF+sfcs3xqcoOsUyDyVhuURZSot28WNDb51dJwkU5ikBqPY4rY7T9NwBTmMDCcy8VOdZXtIOgVZPAwMP1s8YEXrM0kNxrHJgVtmkhpT8ZOg8fipzq3JPFedRSqKzzPlu0xSkxR5ypDOhBUrLdBUHZaMIePERJFyHinucsI4JMpVtuM686ZD1Qpm9rF+UsTLdFaNHm1DAAnWzSOebG5ybbLAUVxkwxOpW524zOGUqlRRvSlYv8p7mg9E5x/X0KSE0VRhPqc6DJICD3p1TpSPKKqCiFZSAqIpozbOFRbNIUUlYCeqs2iNKE/FQodxRcTVqRO8TOfHjr1MQQ65F8zh5uIhuKaLQISmOuaLvXNUVLFLfrpwj7rq0onLBLkQ6fRCm7/1kc9y019gabWHk5l81rnEQVKZvZc5xcGbWqY+M3iUH6l9exoMIEbvAC8659kIGry3fIcfnf8WDWXCM+W7fMM9w3lzR3htEUVrTh/z5PFNPnr2Bo+/7xaFS338/SJKmDP/Mvz8/+cT/Iv7HyXNZc7q+5wx93mstMVBWOGN8SqGHPPhxg2yMxPkCJS7FpPHfaLKdPd8CP/wdz7N7WiequJSUgL6aRFNSvgfPvpLTE7FHH1hiUlqsB9VueEvcXmyyimrgzcdKQe5xiQVaV1NbYKlCDrXnahNkGu8PDqGJiVkuUycqxTkkBPGISU5IM5VZAQ3+n44T5ipnLYOUKSMtjEWwQD6kDhTSDKFMNPQpER4q6edr5OYjDNrpuTOcpmb/gJHUZHrkwVkcg7jKp2ozFvuCqPUIsw0FqeCtzSXhY9fyrgTtnlxdI7DuEqQaZyzdtFk4Tl/c7KKKccYciwKuOphqgmvjo9hyDGnSl3+3okvoCvvCI2emXvAmWaHKFLpOkVWq0PiTOZUo8uxcp/HiuJnlWQisCVDoucUWKqMOF7rsV7sc9Odp6DHuIHOW4eL3Os08UIdP9TYHlYJEhU31rEU8fXHmcItT4hzd7wq235t+n2RWLRHrFgDSlpAcRr1CqDJKaaSULc8GgWP40URyPLmwTJfv3eSrbBBZ1zE0sXnSFKZ9ZJ41mdI7I3L/PbOJX7v7gU2JnVMJeal3jGSTOZ7mjd4ZnEDNzHwUp1jRpcoUxmlFhUtwFRiLtX3WCkMaRoTdrwqafaddcTf9YX44XJ/wR5TMzz8WEOVxV5AkXKWS0PCWMXxDRQ5YxyaswuwWvaolTx8x2C7W6PrF2jUJ0IA1i/iTCxGvsnYEwVONRKRk6uKC8HQE6JEIYxUxp7JkVeg6xd4YmGbE7UjarrHem2ArifUF0c8u7DB9cE83+ifBMR442vbJ/AjjSeWtnizt0QvtOm4RbpBkTBTOQxLJJlM1fBpGB53xi3e7C5zezTHjXGbNwYr4sQZadzoz7NoDlHllIISEaQqVdPnfPOQZ9ceoMoZc8aEhj4hyyXGiUlN9zlpdXihcpMVU6gmw1CjtTRElxNUKSNMVApaiCJnHLgl7jhzU++rTJpLzOkOw9jmwClx0hZ0rifLmywZQwAGoTDGB7lGPyqgySmfXHybJWPA6846BVUEL4xic3ZAqasT0lzigrXDVthgyRigkKNJqbBGRXW2wjrnCvsi4SXT2IqaHMUlslzmpN3hYm2P13eEj/JhBz2ajgbbxogsl1gx+xwFAnMp4gjFHrKuuqS5zBVnib2oxsv9dWRymuoYWw5xMmuWA/wf99/H13sn+Qsn3uaY1WVnUmUvrgro/9QKdBSXOGEc0lAmPJhmtD7smCepIbrqTOeuN09LHdNSBbDmTtimH9kU5BBTikVXFhRERyjHvOico58UmJsqvr86PIMs5fSTAvcnTSwtRiFnQRvyqwdP4eUCRrCb1LgZLXAlXOJdxS0iRKJWXXG5GS6yHTe4PFzmA+WbFORoxkA+oXV4Y7wqusvUpJ8WcTODU8Yh39t4G4AzxUMWy2MKWwqJJaGEGeWtBPc32/ztt/4S18JFNEnwssUe32UrFPaRD5+4zeRsRLQWot+xiJ90UL0c1c+p3oSfe/P7+IPhozSUCevaEf2kSF2Z8M/e/+tMjiV87otPcGW4KIIFNEG5clILWcoIM23WfTupSW1K3spymRWtT9MQdhU31wmmfPA5VVDHAK76K5yzdjmMy8zpY9rqiLoiwkBGic2iNmDdPJoJrJzM4r8ePcmaccT9aA5dTtiNagziAnNTcZwhJ1Q0n7ruzpKe5vQxp6wONdWlqASzfWWQa3x5dI6NuMkb41VePlwjRSJDxpnypHfDKn6qcdNt8/LoOC+NT5Ii03dtXtlf5Rv9k/ipxkuTkzRMlyhTmMSC/qdKGfNVh1ZpwrzpUDECipqgXX3h6DzjxOK+00CWMkpawPvX7vLxuWs0DDG+9RLBHEgSkSeuqilhJA57eS4RpzJhotIJS2LaF5WIp7bGbPo9dmKTuu7OiF+alFHXXEpqgBObxJkIlFgtDnistsOWV2PXr1K2AkwrYj8os1ofMG87GGqKLOeU1ABDS1gtDJgrTjBV8Rwf+hYHbpmdYZVrBwsEuTqDC/XiAk5qkU7FXAvmiPPlAxaNId2gyFFYpKwFHC/2v6M69V1fiJNMfIkZQoG8Wh7QtFx2BxXahTHD0GKwXyYKNc61DtGUFENJ8GKdquUTJdNoNEV0v3XLE+xqLePC0h62EeFPDLJMQtMTyqYQ1tw+bFEyQwwtEYIAWeQUV4yAO8MWqpSRZAo936ZshpSMiB2vytC1ROFMdF7fWSEMNE7Wj3h1Z439ThU3NqhbHh2vJLzGfom7h8KqcmfU4u7WHLYmuNbj0OR0uYMfCHLYufohr/bX2J7UuDWcw1ZjVu0BpwodTthdzpQ7tI3RDJBfVgNausN+VOFWsMCb4xWCROPS8i7Hqz1GkcWH69dxY50kV2aIzZrhkSGxYI4pq8KOtONWmUxMvt47yX5U5TAusxtWGcUmy/aQ20Gbrw7PsGr1iTOFINOE4jkxZgxtWcpR5Yzj9hHdpERDnRBkGk3NIcw0KopHmGl0ohI3nXlsOWI/qnIQlGmqDk5qctVZ5LY7PwX9S5xrH+KnOv2oQJhpyFI2E/xc9xa5683TNCc8UtnnjcNl+kmBw7hMJypRUgJOF4RadL3Yx1ZCDqdRaOMptekzhxfoBQU+2LzFqtHDSw0sNeYgrEwLp0KUq5jT1KVxZuFOPc4P0YmanM6AHhtufcaabmoi+aXrF0lzmU4qQBL5FBfaT4o0NWem/HwQtvjanZO0TREscOXmCiUt4Ly5y+PmJj/Sfpn/tPdegJkVqqFMaGsjvuhcmNmW4lyhIIf8pfar/F7/XQxTcRAoSTFBrqHJKV5mcNbY59uTExTkUNCv1AmfbnwbL9V5rLpD7UP7ZBooobAqqR4o36zws5/5i3xheBFTjnlf6RZhprKsDziud3i8uMHHH72KeddEH4P2Wonh+RzNF8W4/GWby4NlduMabi6IVteDJbpJmb/7/GeJKykHjrh3hrHN13qnZjzhC9Y2C9qAVaPH26Ml5rURXqpTUnxuBQs8X745C8uoKkKxPkztWYKYCJWo8kLpOo+aW8JmJ8WUZZ9nindEuIo6nH0f01zidOGQINPYieo8U75HLypyfSxCKq46i9hyxKrRp6Z5GHKMLUdTW9k2541dFrUBaS5z3V/i1clxLCXmhr/EqjXgUnNvKvQTh72L5jbvLm7ygept4kzhzc4SX905wYI+RJYzdDXhufpdLhR2RcHMFBasMUUtxElMun6Ruine+8akLopeZKHLCZPYoKU7qHLGba/NxcoeZVUAf4pKiJMYZLlE3fKoFANsIyLPJTRNTOTSVGbimayX++hygqkkzBtjnNgkyQWjf85wMJQEP9XZ98v4mRhX21OPfdOYYCkx86bDvl/mjjNHlCrsTKrYmsAZjyOLF1q3gWkOgRmK54MtMtptNWISGtTLApjkxxpFM6RohdycLExjITXaxng2HZnXxlyyt9jwGvTiAqosiGtNYzILDfnTXt/1hXgcmTM7EIAs5dzrN8iulWdYM60SoukJS+aQk+UuzakXbOhbyBKsLfU40+5QNgKapsuZeoeLy7sUtZC18oBqzUVRMkpWSJrJdCZFklhl/6jC8VqPPJfIc4miGTIILPY6VXYmVQaRxYX6Pk3L5UT5iF2nwlp9wJlmh5vbbSQp50S7iy6nxJHK6eVDdoZC4Xyq2sWb7j5Pt7sc+iUORyUUPWMcGEwCg93NBp+9/Qgn549oFDxe219hd1TBUmPahTEXS7vE01HkaXOfFyo3KCoBFdWjpnqi+81UjqIivbiApcQc+QWOFXpEqcITjS1u+It8bPE6thrN9kd+qpHm8jQIXQiZKobPj118mSSTOQqL3HTmuTxYxkt09nwRvF3X3NnneeA36UYlEaumBTNsJyDYzLJIvHnod30oVrrrzzGnO7RNh0lqUFddmrrL73Ue5SgsimzlVOcoLGLICc83b/Fad4XDQKhWvdQQN7YUU1RCVsw+ZwuH7AdlmkXx/h5yvUuKT011maQGJ60OXmqQ5TIKGW+5q3x5/zTHSz0+NH+LOFeoKkLFPm+LA8pDyEeYaRhyzEFc4aXRCc4UD2d+z8O4gkw+7XpMVCmjrY6mHZs7e6hfD5dwUhGnaCiis/IykSO761fZjWr8l8uP81cuvcInapc5aRwi2wmfmn8DmYzdtCLU4PaQXlqc5SEHucaK2uekecCLznmOktL0UJSxpA14rLQ1A1M4uYYpxbP3e5BUOG8LBXtVDmgrYxQyzlr77AcVfubYl7D//CFRWSGov2PzsA5kXvytx/lPu++lnxb5vtpbfH1wkgyZhjrh+coNeHQsQiOcHONIJqhKhFWJ2JY4+NIy171FhtMs54dxgG11xI888xLDQYEwU+lHNutFER6xHdR5y1tjVeuzpA34q4vfYEkb8N7SHXaiOjfdeQHtUEYiKk8OOWsIRbMupexH1SkLXgihMh42ADKylM20At2kTIpEU53wIJxjlFgcJaXZhGXLq/FM/T4XrG0qmi9WDEi8v3iTM8Y+Z4w9SrJPJxVWNV1KSZHR5ITHCltcsrd51N6iqTmcsLvsROLgBvCqf5w0lxmlNu+v3eZ0o8uZZoejuMST7W0utfax5QhdEn/XgVvCUBKaxoRRZKLIGQ8GdYJEpeMUGfomo8hkY9zg0ClxezLH8dIRO14VQ0pwU4PXR6u0DTE2TnIFXU44UxcKb1OPKVsBeSYRxwqmEWPICYd+mUNfHJbmTCFWdGKTHa9KJyjipiIVTyanovp4mXA49CPh99/1KviJRpAKzYcfaxiKsI/uOhWc1MRLdDFRqx/QNsfiADFsEaQaaSYRRBqqkuJ4xkwRfaW3wJZXY9OriylHarNm9QRpT4qZN8bcGLfFqissEGUq+h+BEv1Jr+/6QqzJKfcPm9wfNLg/bJBkMmu1AakpPGJVw+fC4j6nWwJJ6acahpzQthxahQmWFnOmesipYocle0hV88XD35ygSRkFJUJXUywjQpJyBp4lLrCSR6M2YRDa1IoeuirG1Jqc0ahPGHgWbmxgKTHrxR5+qvHuOeHde/naCVQ94Xz7gGFgcXfYZLk1YBIZ1Ao+dcPjwbiBKme0rAlhqorubv6As0sHtEsOrmtSbTskrsaNe4vsD8qcaXZYKIuL7lihx7Le5/HSJv24wINwjr24xl1vniuO2KUNY4vdoMooMmnrY7pBkefbd1gyhuy7ZU6bB3x28xwXrB3eU73PILAY+ya3ey1BdRqusRE02Qga1HSPuuryobmbLFsDarqPJqfYaoSpJNRUDz/ThRE/EbxsTRbTibYx5kTx6I//XKfdyINwjs1Q2Ir24iqlaQeuTsVpaS7T0CeoU08wgDVNpBJKU5uT1SN0WdhCbCXEkGOczKSpCf+oImVEmcqH526KQ4Lb4Jy1xxuTAmMzKQABAABJREFUNXZDEQt3FIsQ9iDTeHV8jAdug/fO32eS6BjT4I+dqMHpwgFRprKgDwVuVPGx5ZB5dYQth8wZDgvaEBAghFFisaAPyXIZmYxn6vcpKf7MMvXw1VIdNCnhIK4wjgzSXKaiCN+1pcT8wfYjSIpAix4kFd701ji+eERVESNPhVxQoYrbfGN8moYyYVUd0FLG7CZVDmPheV3W+6xqPQpyOOMtP3AbRIgQiIh33tM4s3jM3JzulmWGmRjHrmg93l3e5OvOaf728S8y+rSDuyDjzwksJoB9kHP4K2v809/8FL94+AwfrN/k/3X3+ziIK5TlgJ889w3clYxMkyju5uSqRKZJSLnorH/7a0/RT4rTAjwUBVKOuGRvMdca8823T7NiC5xlRfUwZEGoCnINWwpnSulhaiOTc28k4vBuRgsEuSZWCuS0FIeNSFx/pwsdTutTTO+0+AW5Rj8RE4v9uMZ+XGUnEvGXAHfdFjfdNkdxkdtBm75vC9iLlPFU6QEKOWeM/dlOGkRQxMO/++HnHsQFhlMkaVX2OGvss2Yccc7aZZSKMepuKNTaR3GRO/4831O/ziNlEe95unDIE+UN/qBzkZ2ojiYlNG2X64P2bKJystTFNiKKunjWLZREkRz55oxzX9V8qrrHJBUdcpAKYliWS5hKjCpnrNs9ztYPKZshNdPn/OIB71nf4H1L96eTS3F46scF+pHNnldhHAt2w0NFtCwJJ8BRXGScmIS5KkJhpvbSh0rmLJeERmdYZbU8IEllvnZ4kklkcL52SJLLXBsu4CcaUaKiyymtghilPwycmLcdlkoj3tXa4XjxaBazGecKB2GF15xj3I/m6EZFilrIsj1kyRZ2xST/P8lH/H+11+GkRJZLDPbLdPeqHLhltoZVFh47IEg1rhwscOiVGEUm+16F+6MmTmIgk7Ne7LNaGlBWA8JMw0+F2OXeqMnV/oKgywznmAQGpakdxtASUWwLHnXLw410NDkjzWQUOWfkm7MIRk1JuT9pcnM0zyQxGEQ2dw9a1BdGnF84RJZy1it9KkaAImecqx1yqtqlrAWcrx1w6JW43WvRMie0LBGI3jIn3D0QqLgkkyk0PLRCTJ5JOJFJ1fCx1Yhtv8ZL45P8x/vv5Zy9z213njec1ZmX10917jtNhqGFl+i8MljHnIooXhutsVIa8o3RKT6+doMvDC+gkFMxhLhIknLuHDV5MKzzrYNjzOkOSSYu3E1fgAEsJaJpiizmOdNBkxPhe5ze9LKU04/s6d5VjGCjVKGiCV/sUVJiK2wQZBqHUZn9qMqbo1WSTGY/qrDnVxjFFm+MVuhFRaJM5UJ5j+P20Wy/dBCUuTWZF6PURKei+dMdssQgKXDfb81whiAgG8v6gIuVPb46PMOK2acblZikBrKUM4xtXjw8TZipvL9xh7IaUNV8JqnJgj6adksJSSYOAWXZR5/C/wtyRIZIwHEyoTk4iks0NbGvt+WQ1ybHeNTamhZNhSVtQJyLh01BDsWuVkpJMzEu06SUu/4cTmLgfrvJpy++BoCTWnzz8Dgfn7+GRoqTibQYTUpY0vq83V+iIXsYUsows7kfzXHcOGTV6FFVXMaZiUKOQi7EQtaYK8EK4+n7njfG3IvmyHKJYWrTUsf86uDp2eGpm5a55bU5YXa5FSzwjy78PslTzjs3bS7+kXKw9yXu/tJp/s1//vMcXJ/jV3eexM0MWqrDP/veX2F0KSIqS0xhUUztwRQ3ZP7VWy8wSc2ZfQeEAOpH1l7FOFRnzGkv0zHkhGFscSdscz+aI8g13vDWueYt4WU6P7z66iy6sCBFKOTsJjW60860G5Ww5Uik72QWMhndVGQxj1IbTUqQpxznzx+eR5NTrowXiVKVG31xDa4aPT62eF2sZFLBrNekhIOkKtTzmTUDcmS5TFX2OK53pgeNhK2wgZOavOGvcz1YoqFM8DKDl0fHWNO7vK90a7Z3BnjLXSHNZea1IU3V4bOdC3ysdZU3hivEucpj1R1MVeBPz5YOMeSEMFYJE5WHEqSKHrBWG7BSFfGmDwlYTW3CnDamrAV0ojI13WfOmDBnOByGQuj43Nw9Pj53lRPFLk1jgp9qNPUJa3YfS4251msTTJ+5YaoSZQqD0GZvXEaVMl48PM3l3jL9qDCzQxWUiCVriKEItkJJD4ljhThRGEcmVdvHUmPKhuAe3B62KGgRfqzRsMU4erU4IAeKZsijS7uocsb58j6Xijss6CN2ohq/ufcuDDnmXcVNVsw+g6TAUSDS3Jame+Iw+85NSd/1hbhdcnjP+gZqKaY2P8ZQE5xegYFnsTOqEAY6ezt1ZEmMQM/VDimoEW6qM0l07o0abPs1bo3n2J7U+PrucfYPq3SHRUa+iRMYrNYGYjdq+hyv9ogzGRmR1tS0XQ5HJcJIJUllbCPCC3UUOWMQWHRc0aXtO2VevXoC2w5R5BxdSWY714bpsmALy5IqZcjkHIUFcZGlCjd7cySZzP1RE0uJubS8y9p8j2P1PrYRIck5x+eP6Pv2LDwhyyVujOZZLQ9me4wlc3oBT2+zlimEabqS4sQGy/aQu26LDIkVa0Bdc3nE2uHGcJ5+UuDdtW2eWNimaXssV0eslEe8r32Pe574M0dxUey5lIglY0hBDSmoIU1tQphpbPqN2WHn4drATXVeHa+xH1So6IHYN6Xigb+sD9jy6wwjixuTNkkusx9U8FMdc5r/LPx8Kav2gJ1AhHWv2O8keFV1n7rmUjeE3xrAyUxuOG2qmscbkzWcxGDOcNiJathyyDlzj1N2h4Owwr5fph8VuD2Z48Zonmdb93mueoeSHFBSxPtNc3na3Yrow0fK+9xwBbzm4Y77VrDA3WCeoiI6+iDXqKsu85rolFNkXukI8Y2MSN26H87xIGwRp4LOlCJhyjFBLB4AiiTwhW9srbD6wU2eKt6noni01DG7O3Wa6njWXXVTEUDRVsZ8fOEa/67zQb7lHyfIdJ63b9FSHE7rB2xELaqyR5QrvOIe5zAu80TpAeE0mjGb6guWtAFnjf1Z6ERRCXnDX591iKesDikSv7H5KH84uMDfvfCHeO/2yWVAgkwXeS1SBpkqoU2gelOi//lF/u43/hKmFDOnOPxPz/8CwwsJuSQSmqRc2JmkHAov2/zi3SfxMp0wU3FSsd44bhzCOYdfvf04Mjm2HLGgD3mq9ED4qBWPblKaMt91Xu2tsa53+a/dJ/jy4By/OXicjbjJ/ahFnKtMUpNLxe3ZvnacmbO854dCMCezmFdHYkIxLW5RpuLEoosbxDZfOjo7K5T3w7nZdQ5wO1ggyhUask9bHVFVvBmMpJ8WhV5hmiNdVycsagNkMjbDJhdLuziZNWVYtzhn7fKe4j3mdIeSEnA7WMCUY/7m8hdpqQ6fmn8DgHltzBP1LZaMIcUpUW65MsJQExQ5E7ZQ3WfedChqIXXD496kxTg22QrrswPO7ckcg8hizxf85X2/zCQW1rpvDk5yy5nHT7Vp8EvCtl+j6xVIUpkDt8zepMzesMzOqMJ42qXe7M1xNLUG7boVkXYXFvBToew3lWSaqJey3uyzUB0TJBrHSz0KWoitRtw6mkMCkQuvxQwDiyO/QFn1ebK9zYX6AedKB3ygfpuiEuJlOl/unOGtwRKGkvBi9ww3/QU6UYkdv8Yn599ClVN2wyoNwyOZduTfyeu7vhCnmYBLVMve7DSnWAlxrKCrKZWyS31+zLzloCspVc0jTFU2nDpbTh3HN9mbVKgZHru9CuNukTxSMAxx4oqnhvZ0KpC5dTSHF+pEmYKlxvR8m6IVYhmimyzrIbKcMfEMDnsVokTBiQwmvsGTF+5RtQKOVwWNZmNUZzIdX2+M67zZW+KNzhKqnGIqMbvjMhUrYLkyQpUzTlW7TBKdQWjTsiasF3pUzICF2pitfo3B2OZuv8nOpMqV/UXGgRBKeZnO6YJIfzlhdxmGFp1QxCuul3q4sc5zrXs0tQnvKm/z3qpIRFox++hSyntb9/mdzYv8/uYj+KmGpcbUTA9TjTkMy6TTMVGKPIuDS3OZhubSNsYcxSKPta67AuyhiOmCOuVSW0os/l5F8HC7UYn9qMK9oIWb6rODgywJ28QwtsR+RklJMoU9v8I4MQhSjYOgTEXxOVc84FJpF11O2PTqrNs9tgdVbDniricONodhWYRRKJFAVEYF3nJXeN1d5/pkgW5UnAlVslzi6cYGS8aAINfYigT0o6L6DGN7RjRqqg5z2phb47npyFbFS0UIxJZfI85UEb83WhcP8FR0QlXFpWSEU/FPgCanrOlH2HLEODBmwQOHcQVDTQWNKTOoah5Z3+D725fF93yaHIUMhan3uK2MqMreNC9Y5ZnCHU4XDjhKSqxr76wEemmRrbDBRiwmLgoZHy5dA6A5VXHfDBc4b+9N0ZgabW2Ik1qsGUdcmyzNvKwlRaSPfWrtLbpBkTcna/zfLr5EcElYo1JdjKmlLEfKAUmER6huTumazt/7/A9xkFQ4SCr8jx/+BZzTCdNpMnKak0vTP/P1Kl/qnOVScYftuM4wtdmN6/yVs69ifK1ENypxwxUErBT5j723XlwgQ+Lx+ha9pMgbWyu8u7zJjVGbXz14ikVtyD+8+kneZW+wqvWw5RBdStGlFC83cFKLljqmrgh19k7UYF4b8XzzFhXFnx2I3UgcYBqGEIApUkZF9QhyjTv+PN8YnqSmCm+wm6s4mUk0zYMepgXa6ogz5h6alDBICmyGTe6G81wNVqY/G4dvjk9xFJeoKD7DtDDzw6e5aBqGqS3C7qfX3GFcYV4bsqAPAfAywUkoqiEV3edk/YiG6aJJGX6qkWTisKkrCR+fu0onEJ+roAqLYkUTvudRbIlmQsrZ9avcHTaZNwVs5pTVYZIadP3i7Job+SZuoJMkChJCXQ2gyDmWHqNMQSPDyKKohrNOWJYyykbAILRpmGLUXJ4m10WZSpQJlHGSyfQDm3nLEdkBWsSK2ed91ds8WX7Aqt5jkpq87Sxx15vDjXVkKed4scdj1R0qqk83KlLSAg7jCltujYNAoEmF8+I7K7Hf9YVYkfPpfoEZzsy2QzQtJUoUTC3hVP1o9sB3UxE8kOcSZ6qHM+iGKmUcn+uhl0P0shh3eK5B0QrpuTb7h1WR75sqGFpCQYvo+gW8UFzAhpagqSmdSRFVzsgzmeXWQLBOJzaPLu4yCG0UOWPOcPjG3nGiREGXU1YtYRuqmT5VK+Cu0+L+qEmSKhT1kHPlAwpqJFiwblWMVgObr+ycRCbnRPkIVU0pFQLGjs3eUZU4UhlNTF7rrjJK7FlguSalHC/1qGgBy9aAbbfGerFPTXVpqs6sQ5OlnKri0UuLXLB2WK/2ebK9TUGJBBNWEt28pcSU1RBZEnxYTUoZJDajVEQ8PqTmjGKR5JQhYSii869q/gxnZykxk0TnKCrMSFw11WPJHLJkDv/Yzzz5Ixd/hsSa3Uebdn513WNeE3tBRcqEgCuXmKQGjy9u81LvGA3Npab7+KmGm4p85DATO6h+VOAwLGEpMVGmYqsxZd1HlYW1ZJAI9XUwTWmSpUwcFnKZUWLTT4W1yFASdiLRNRxEZQ6iMsvmkJISMEotzhf3xZgZmUFSYJgWOFcR+8cg16goPitaT6TAFDyGqU027YZahQm2HPLNwUl+985FPvXsK+xEdYJco5eITvr02gEtdSzsRbnOMLNRyClIMS3Z47jeZTuoTzndYpQZ5wofKl2jIIf8Tu/dfKR8lRSJujJBl1Ku+itshQ0uGdti1yoL9KMYsaY8X73JZXeVN8araFLKvDZiM6ijKwmdsEgnKvEzj32ZxIZMg0yTyBWJXILxmZS4LJEUJMihdE/h//lrn+ZzvYuUZJ//6cP/C5O1FHJmu2IpE53x7ufWeG28TkXxZ0Eny3qfpAD9yOa41cXNDBFpSM6dsE1dnXCpuCM0B0okdvKuEKN9elFkXP+bey/wsbUbfM05y5VgWWAuc52q7E09wqKj/erwNEGmYcoxb3srM4vdgVviqeYmZ+pdGrqwRi3r4l7zMp2NoMm3u+u8truKl+kEmc5BUkEh527YZiNuzg48w7TAflwTB9rpvexlOjtBjXvBHCetDiUlYD+qUJZ9ukkZLzVEhOQ0RcjNDO6E8+zHVbEvzzTCTOO+3yLMVMaJiSqnbI7q3DyaY98rs++X6fpFdDnldKFDLyiwpA04VeywH1V5d3Fzdh+6iS5Wg6Mqo8iiH9qcrnV5unKf226br/ZPcRQWuVjbQ5FyVCVDkTMUJcMwYgwtIc1kTC1BknKUqQ3VnzIUhpHFhlPHSUzc2GClMOB4qTdzW/R8W6CKp9jdgh5RNX3iTGZjLBjUj9e3aKuCS/7S6AS/0xHRke+p3gdgznZYKQxYs454xN6lqTocs3ucMLsoUsbHWtf4QP026+YRC9qQR4o731Gd+q4vxLe257nbaRIlKmGoMQl14lglTWXCWGWpOBK7BTWkoAgl3n2nyalKl1FscaJ+RNkIGMemkNRXHaHu0xPmGmNkKWfs2FjFkGbR5YOrtynoEW6s03cK1GyfqiUe1JqSTiO6chYaI3quTaXgM1eesDkWPGs30rkxanO+eUjN9pm3RP6orUWoUjY78dUtj4XymLWiwOvJiAOHF2uU9BA31ikYEUeeyCQ+WT/iTLNDqz5GljOyREJVMzqDEp/fOccotRglNrthlXFssmgO2fFrU8WpjELOTlRHJuNB2KKuiuCA0vSmfqK6xb2xEI50/SJeotE2x4SZwkFQYmFKA5MloXR8uD8ZJxZ+qs92w1kuiT11LguObFCeFVpDFkSfKBP82YrqUdM8Vsz+DALwv/U6iorMG2OerG6wZvYYpTYrWl/ADDR/BhWp6x66kmLIYjz/8CChkDGKhfI+yWWqmk83KFJQIs4WD/hg7SZL5pBRbHEUF+knIm7yoeBHlxOcdCpoSU28zOCRyv5s/zyMLbbcOtrU9rDpN2d5tlXFY0Eb8tLohNg9JWVuR20RN5nUxO/bY15xTjBOTXaiOl23yL+48xEu7y+haSm2EjGvCcXyVtTgldE656oHfGNyZuaBrcqiA9OkjAyJhjLhjH3At9xTeJlKNy1RUnzKcsCSOmDLrYnEIymeeqaFchfg9WAdjZRgurh1M9HxNxRxoPl44wotZUxbHbJm9hmFFk3DRZZyDDkmf8TBeSQSecYSyHHOibN7jC+FJDYzQZc+lLjxy+d4wz9GQQ75px/9LzjHMzL1nT9HBnIIL//eRX774DHiXOEwrrIZNkkfd3jp7VOcMffYChsMU+H1LcnBLPDCliMMWUwaWgsjWuqYhjrhY62r/LcnXuSivc37SzcxJZEG9utHT/Li5By7U/zkQVLle+tXOGuIg9VD4d1td46K8Y6wsKL4rFk93MyYiv9KGHLC+dohtaLHFWdJxF9O2eqj1CLNZZzMYiNqUpBD5rUR7yneY0Xv8aX9MxzFRaqaxzgR1+W1ySL9qMD9cA5ZylgzjigqAW1tNAOMTFKTUSJG+PtxbRog4QsmQWeF7UmNLBedaUkXI94oU2gagpF+riI43N2oxDVngTcma0SpyrrVw1LFNd0quHygdYcn65tocsrnuo8wiCwRZeiL3eqc7YjEvCn9KkkUklSItdJMTCKF+DVlsThCl1O8WGfkm5wv7mGoCZqUMYgsXt1e5dAp4gQGw1GBOJMZhyYVXUxfZCmnoEW8d+E+48TiS8PzvD5ao6BEZLnEl/bP8MZ4FUXKqegB+34FLzXoJiXhIiDnXtDi7fESR3GJMNNoKGLyVJG976hOfdcX4jyVCQcmvmcQjQ3ONw/JMomCGbFcHTFnTGjqE/xUZ5wI43qSyRwGpZkS8KH1yYkNFoujd/IuM5lJYGBaESeaPdxI5/WjFdxIZ8Eeo2kJe70KiiQSlKJE5ZHWAa3ChL1ehXbZoahHOKHO2DPJMpkgVjmaFCioIW6k8/WtE7wxWGF7UOVWZ44wVVmyxXuYs0R0YG+q9rbViIblcb/XoD8RgPUg0rg/ajKKLDZGdT60cJsLS3ucWu5g6jGGGTOamFyfLDJIbJzE5NHyNhXF51q/zZO1TYJU46q7SF11OUrKbHgNNoOGIEwlFeHJRaKoi045yWXceGrlkXKiTGVeE3SleW1MPBVz2HIkGMqRLTivuTzbDcvkpLmELif4qUZV86jrLscKPQpqxEmrwyAp0IlKDJICJTWYjbJXrMEfuwYe7o3uenMcxUUWtQHdpESUq7Ns4EFk48QmF8p7/M7mRW7058WYO7LYCarsuMLUf+tojsu9ZWw14snyA2qqS0sVh4ySGmDICbYcMUhsmppDnKksGiP2QpFjO0kMUiTRFSUWl4o7LE8hKzt+jU5cZs0S4+Dr3iJ7cZWtqMGOW2VZ788gICVZCOOGqTi0rJh9Xhye44HXRFVSjnollG+X+eSxK8SZwk5U4xvj08jkHLhlzlr7HERlrgdLVKddlSYl9DJLHOoyk5Lic9VZJEKmIbs0ZJcIZeYaKEx310GmkeYS77Y2+GTlTbJc5kvOIwwzmyhXmFPHuJmBmxk8UXzAG5M1IUyTYj5QvMEn2ldYM3usGn3+w5338d9e+Ar/7LnfYHx+eriSoPP7K1w8vssP/+CXCR+fEBfBn8+xjjL+wy9+H7tJjeN6h5/7xK8RlQEZckViugRE9UVAxL++/gK/uv04d1whwCvfVIlzlacKAo9akv3pjrgs4ChxgZIc8IeHZ/kbJ75KWQ7oJWIn+/CAoZBTUsRD/cdb32SUWHTiMq84J5ikJvZUYR7nCrYc8fLomKDFmS4vHp7mbEEEGizrffajKlfdJZzEnD13Hr7iXEFGULNk8hn05LjeoST7XDR2aKsjFtWBiBBUfRZ0YR16tb8GwLe2j/FLd57gFzef4jNHlwgzAe94bbTG10dnSHOZmurx4sFpvnp0CoANr8E4NGkVJhwv9ajborGQyZkzJzxSPcBSYlIkyqrPK85xFo3h7D68UNkjzhVW7QHLxSGP17foRCVuOG323MrU5iMmjwUtZNutYSoJ72uLn8lcaULZDjhe6zFXmrBYHjNXnLBaGVLVfU4WutQMsQo73ejy+mgNP9EYJwaHXmlqj1KJYxXTiijrYt+dTJOv5m2H97XuiknjpDFNx5MZJwaTyMDSYracurBLaT7vrd9jzTiaTb56cYGK6nPgloUuY2pT06SE8vQ+/dNef2bW9P/lXqEMdoZhRnihwolCl5d2zxIcSwh14SVsGmLPIU/HqRU9EAHPvi18sbHGYnGEacQEiYalxwxGBbJMwi6EFM2QKFXo9ksYZkwUavRMH1uPcScmu6MKpxpd5osOTWPClc4Cpxc6xJlCzfBE/GKq4HoGxUJAxQrYcAROMcskulNBV5ZJuJEurDepQscvUdYD+pHNODYpTkUIthFR0CP2xkKd2J/YFKYBE6/1V5lEBmVDfJ6hZ+FG6jRGcYGCGvEl7yw7wyofXruFImU8XtminwjP7m2vjSanXO0v8Gq8yvOLd7g8EJGAz7Xu8fndc7x3/j7bvkhTemiSFxaeKhVVnNBtJUKZCs8ulPYYJDabXv2dQizls/zRJWM4JSAJL2OcKRhyTFNKkcmZpAZtfcyK2Uch58tHZ7DViJru4U4LrZsaGHLCG/0V1k2R5/yV/hnmTKHoVuWUQWRxzD6iNlVWZrl4kAepRsN0sebEzn+1NOBiaZejRMDtC3LICbPDTlRnJ6hhmxEL+kgERIQ1Fg3R+YW5ypZfnwlyHqYsbXgNjk35uk11wlZYZ9Xo4yYGFdvn+mSRBXuEmxkzilg2hTiUlIAP1m9y1tinprqUZR8nMejcaGE+fzSDfgS5SkkJOIqLbG60SJdlni7dp6WM+ap7lgvmNvpUEdyfpkoFufBfdtMSu3GdV8fH6IU2T1S3MBTR/fbTIi11TJAL73gkKTxp3aefXBSWKynDlsKpqjsUeMzCFjfDBZ607hPnAhH4hf1zxJnMD6yLYIm6MuHvvvdz/MvCh7BfE7ac+39wnOzjEv/i8V/nnxQ+QfZGk0zLqdzP+O9/74f4uU/8GqYc8z2ffJUX/8uTPNTJPBxRywnI3yozNMq8WpxHnUhok5yvj0/zdOkempTyViCoYC3V4d/d+QCDnQrlZwN+fOUlTClmnImJhpcZXDS36aVFboYLtFSHYSoOHs+Xb6JJCa5p8C3nFIYstA27YZUw09iZVCnXArpBkRPloxkm9avDM9wZtniitcWyPuCX7z5B1fb51PLlGYP6IKlgyDFnzH1a6ni2c1fIcTJTkLRymefm7gkB2P6ZmVPjueY94mWZm/15ztcOOWYfsRPV2PZqJLnM3XETuSJWQu+fv8v1cZsw03hXZYtuUJzeRzrnKgfcV5qcKHYx5IRuVOJWf46WKWyCZwuHKFLGMLZxEoOhYnG6INKgWrpDhsTGuEFRDVksjJARvIKH+1RVzqjqvjisGxGFKaPgkfI+cabw9miJ5cKQuu6y64v4SDfRqRo+k1jc74aScO2oTZbJyEpGmsgYZixiFk2Xkhaw61VRpIxDr8R1ZQFTiXEiE3caQNMPC0hSziTSaVgeB4GINlTIppyECXGuUDddjuIiJypH3PXmeG/lDte8JY4bh/Snh7U/7fVdX4hrSyPmmyl+orFYHXNrMs/xR3enY8CcKFPoRwW8RNgw/FRj0R7x5QeniCOVYjFAVdKZOTtIVYFAA04tdtjs1TGUlL5v06oLilFqRDRMl0msk6cSpxpdAcdIVb68dZrH2rt/bI/ZLoypm+5MWOAlOrqcUqn4ZGWJG515FqtjJpHOsXKffa/MILBQ5Iw7u3M8fmwLdboDTTJZkLcmRaJIRVEyskziWLXH7qRCnkv4sUqUFogThfmSg6ElbDk11ss9WrpQMPd9W5jlU4HUWzV63HAXKakBupxQNz2B4zw8zmGngqzm/ODi67xnfoNhbLNojTgIhM1g3hBCHsEpDgS8PdXR5JSyKuxIthJR0YLp+Dp7B7YipSLCcMo53gurPFO9J3auqYUiZSJcIi5SBF53lni8tsWtyTzvLd/hDXedUWzx5tES37d0jZW2QM6ZUoSX6DS1CTVVkMAGsc1BWGG92Ocbm8d5bu0+vVAcQLxEx1QS1koDDDlhP6qgkDGnO6S5jDLtaK6MF3lP+R4NdTLrnA7j8mwkadgJe2GVTa/O+2p3MeSYqi5G9W5usB9WqGsud3wBz9+NasSZwqkpwcuQRTpQmGmEucqmu8gLlZvcjtooZOzFNXQ5xd6T+Wsf+yaj1J5BTwA6UYliy6WhTOgmZdrqkIri8RXnHGetPUH4kgPGmcmSOmDBGPGmt845cw830fnk3Fs8aW5yxVjkm84pDDnhXfYmXmbMhF39tEh3Sh5rquOpMCxkN67RUCdkyOxHVW7Ki/zW4btIMpnvW7xKTRX2kaOkTEOd8Ji5yT9/4jf5B/mnsF+3kDLY+Owx/ukHCnx0+Sa/FTzKxC9hHuXUrsJ/V/kU/8sLP89frL/Kle9ZpPe5Jcghl4XQSwnF7ln1QJtI6E6O7mR87tffw4/+5Ev0FJsXnfO87Bzjyt4iy40hi+fHvNpb49hiF1OJOUiqGLJILuqlRZzMZFEb0FAm9JMiGTIbUZO2OiJF5vnyTaJcYS+u4Wc6X906gdctsFuu8sjSPtcH8+Lwp7qcLwo1vkjhSshzuNTYo58UqCjeNK85Yk52kMmm4RYCntJSHLZjIRDsInbNX3NPEyYqlh5T0IVV65HiPsvmkC2/zmuDNbZGVVQl46m5LUpqyL5fEXbNXCVINe56c7R0h2eb97k2XiBINBxF7Fj3gwoL5oj7TgMv1pAp4CcahpyiySnvLm/y1f5pqprPMUMgW/fjKpPEYt50WDSHGFIi9uFeg3lrjJsYNI0JJ8wu+1GFhuXhxAY91+bKaBEv0QlTlZ5UYBSLdc9RVKBtjklyYVHa6NWZrziEUyqWJOWUzZCRbxKnAoGpyinDwKJdGDOJDCaJwalih2vxAoacosopZKDLKX4udtD7bpmSHtILCpwqdzluvBM9WdMkaprLblijrkywlQgntThK9e+oTn3Xj6ZP1HpUDJ8oFd2nl+iUtEB0jtMg6m/dPsG1/QWuDduzAvDM6gaWHeEMbUpGxDAQe5M0lzHUhJXWgCV7xGp9QNcp4EcaVdNnNLFQ5JxuUKSkhyzMC/hFkGrsDcs8s7Txx4owMFX55bSsCYvWiPp0zBKlKrYa8a6FXQCKuni/ppJwvNrjYKMBXYMb3XnM6f5FV8QBo1Vwsc2IKBSBFl6is1QcUdBCmrZHu+hwrNZDlTNOVo+IUgUv0Xm5K9S6eS5hSMl0nytwk6LjzHATg4bhstYa0BsWyVOZLJWmSMUJt4Zi7FeairROWYdkuUxJCXgQtman+DltzH5YIUUSCTLGeGZfijKV8/Yec7oYa8qI7rmqCkhFioSTmjRVR3TH2oTrkwUulPbEvs3u8yCcY8kYCG9hccR2IDi+nbjMvXCe8+V9BrEtxGOJRZIrhJnKvDHmk6eu0A2L+IkIDk9zmRPFLudL+5wuHJLl0nSvJkZqbiaEL8/V77IfV4lyRShmVbEX/aMwhsbUK+mkJmXZZ83s8cHKDY5ZXeqaS9sYUdM8EQDh14gy8b7a6og144jdsMb9KXlsw2lwK1hgN6rNRDbf/uY53veX3+COP89Nt01LFQ/uKBcHwScWtgEBDLkZLopIvtINAF6dHOdO2OaGv8S1cJklY8CcNmYzanKmeMhZfR93KsB6vLAhgu0RPueXvZN00xLD1GYYW1MwhRD1PQyKGKcmQaaxavT4uW9/H0/WNvmBhTdZ1vszP3Q/EbaULzgX6SYl/skTv8vkRCqKaQTuV+b4lVef5i+dfoPwkkfvyYRcheplnb/+xo/gZQZ/fe0rTNZTMZqejqdzCchEh4wEiQlBXabyIONfHX6YO2EbW454+xuneG7tPh+Zv0FV9/mx5ZdIkdmOGoSZxiApIJMJi5kyIc7VaYiHUKq31dEUQ2pjSyFlOeCssc85ex9FyTAbPrY9vTeqXa46izOe9XlrdzZh+Imz3+ScvT+7X4JMYzNqcpBUyJCx5RB7yhh/1T8+I6FtRk0ehC3W7R4nakdUzIC+a8/urUlqcP1onq1RlcXymBcW77BmHVHSApE4FJa4NlogyyW23Spz+pglfUCSKYwiEyc2OPIKXO0Kb/bD0JwoE4l0liLiTAHa5pg53aGliMN4kGnsBxXmjTE11aWiChtWQQ2paj5PVx5wwuxSUnwMOeGRyj7zlsN8aUJFD4gzhaFnMYpMIZCc8qsf6kzmLYc/d+IqUSqmaZYWUzZDBp6FJOWUrIAwVdn3KoSJSkkLZ89ggEdrwkmhT/UaipxR0CP6vk1JD1kpDHFCY+YCkaUcWxakP01K+VjlygxHO0xtDuPKd1SnvusL8cNXlChsjOrTrlabeXSzXELWMiJXZ69f4dt7a7zWWcFNdLJMQlIy6qZLuyCIVF6s0XFEkY1zGT/RSFMZ3zNwIgNFyQhjlYOxQAF+ZOEmbqhzfWuBasHnlf1VBoHw8769v8jmuDZT9ZlKzJZbR5Yy1OkeLstlvETDizXu74mkoIdFd+1EB2vdwXVMrh4uzL7WUWiyPahi6TGSnFEreTOz/aI1pmZ6gsfqiuhEgHZBjGhlKRe7XTkTKUrJO7zjh+IbQ044DEo0TJcLS3sYRXHq/PbgGA+8JscrR9yfNFmzeiTTC3Y/qsw6wTBTWTIGTFJz5se9NlmgqTnMGwL/eMzqAnDXm8PLDJzM4p7XYkEfsR9VZvs2YFYQvUSbhbI/hDWEmSayYMt7bDgNvnp4ktcHq+wF1SnEQYw9bTkiTFWeLD/g/aVbPF7Y4MrdZe5sz9MwXX5i5Ws8WtjCliOaqkNZDThudTmKi1MgR8heXGVRG/DGcGXWHRXkkHXzaObz7ScFVvUeH6u8TScu8e3JCbxMp5OUKckBNc1jXp0yjmWfD9ZuMIkNaproFh+ErRmQwZIjxpHBlfEiD7wGV51Fvnp4CmnJ51JhmzP2AS9Ub0zpWblQwt4XYQfbcZ0VrUdLFWJALzdQpJwTZofz5o5QwmtdWuqYjaCJk5rUVZfXg3W24wZpLlNVPF4o3eAro3OzPenDX1+3e7PIvevhEi+5p/Ayg51IZPq+NDxBa25MRfWYpCYKYgpyzVtiXhtzJ2wzp40F4CQ1+W/e9xUmx1MyRYivyjc0fvnz7+enHv0Kf/d9n6P26R0yFYyvlfgndz5BWx3xg8+9/A7oA8hVUYQfisAyXSAxU13irV+4wD9/+WN8qXOGtad2OFvcp6gEPFO9x2FcYT+qTl0FCfPaSIzx5ZDXvWN8cXAeLxM0M00SCUemFFOYhn8EucY4E97aNJXRtYSlyoiG4WHIYr1ylBSnFK+M7biOQk5dmbCi99jy66RTvGd/egh4yDl2pqCPh+Kyu8H8NMBC5WOVt9HlBC/WWKmKiUw/KVBUQi609mkUPB6p7LOsD9CklFWjT113eaS4jz5NMaoaAkgTZho1wyOfPjPnChPiWOWWM89aeUBBF1CMY+UeNc1jL6gySAq09TGjxKKblqd2PpF1HecKXmowSAqztCkFYZ8TPPcKh1EZU475UP0GL7Rus271aFkTqrZIjpPJWbCFCNNPtZk16o7T4nztkGbRZRyI0bBtRFh6TMPyWC4MOVPuIEk5o8ikoEXsjipcGy1wx2lhT5+vD6lYNUPAmfJcYmtSo6CLIJIHYYuy7HOYVOgnRWw5opOUeNtfQZ6uCnb96ndUn77rC3GUKgSpRtkMqVverOPNchECAZB6KpKrEPsaYaCRpDK9oMD5+QNOLnYxlWQWGl3UIo7V+hwvHrFsDnlm7gG6nqCoKfsHNcq2AJrHscJKYcBvb1wiTWUqFY/DfpmJY/KgW2drXMMfWISx+Htn6SQITqkmpyyaQ8pT/9287VCpeDPPLIiR9oX5fapVF3dgESQaqpRxcFQh9DV64wKWGZNO//5jhR7jxOBkoUtV8yjqopCNY5Oa4YlxjW/OBEzdqERRCWcKYFMW/GVLEdOEYWiR5TKXFvc4s3zIMLCYN8Ycs3t0PZH4U9KEWGHDa9CPRNHbDapccZZFSosiqGXzhsNbzgrjRNCDHnYefqqxE9V4bbzOu8ubHCXF6Sk0YlnvE+cqthyyETR4tCImB0Gu4mU6t8YCkFFUAhb0IU82NlkqjvhA8zYfq13By3SeLD/gvL2HJqf8+cYbDJICd8I233JOgpxjlwOerG6yGTUpT61FD8fkJ40DdoLqDDVZkgOu+cucKolVhJsZbERNTugdNCmhEwmggSJlbEQtVo0+c5rDKLHYCJq8OVmlovgoUj4T2bztrZDlEqeMQ9Lp+DzOldn+/EL9gGOFHpYSM2c4bN2a5/vOXCXItWn0oRiNFeSQNf0IKZU4ZR3SUh26SZm7QXtKjBKq36ricSds01AmBLnGV0ZiZP2ovcUZY48lbYCb6aRIjDOTcWbyeHGDq/4yp/QD7kdzRLnCc8Xb3PLa/ML+s/z24bu47c7xm3uP8dpwla8NTjOJDT6+fJ1XhiJ67yFU5vnSDTQp4dvD42hSOlMRvzJY5y888yruWjrrboubEv/+dz7OUVziR5ZeRv3QEZkG7h/O8083vo9L9jb1F/bFjjgFMjGmfkjfejiYCmoCGGLfMfjBxdf5e2ufw0sNwkz4e205pKQEovucFo10mkY1SQyuHi0gI9jjTmbRSQSCsZuUuB+1SHOZw7jKjXGb71m/xU+d+Srnygfcn+pAklzmhtPmXjDHdtxgURtSUVwOp7GUlhIzSArEucoxo0uGzGvecf4ft36Al9xTyGSzMIpVo8eiNuRH69/i3+59iNf3VkgzmaIW8q7iJvtBmV5c4N6oScN0+drBCdH5kVNURFeX5jKL9oj1Yo+K5nNz0uaW16auuZhqzCC0OVXs0K6OWbDGrFgD5i2H4xWB6jUkcVC/57VQpIymNuGat8RNf4HbbhtDTmbajVFi8cBvEWUqYabSicrYSshRXKSghCxow5kivzSNBa0ZHuPYZBhZLBgj7npzQrmtu4xik4oeUFDDKfs+wwkFOjfN5BkQyU116paHE5s0THcWQpHlMvPGmCSXUaec8iDVGIcmZyqHNEyX46Uej1g72HJEWxWK83ltNA1DiWb36HZQ59nq3e+oTn3XF2JVzvATjaIeUjWEVaWohbOC7EQm7eU+uZ6RJxK6kbBYHjP0TQahTUkPCFKVjluk45VYLIxIcoFxq2kuC/qQ55fvoqopkpLR7ZW4UD/g9HyXb2wfR1UyCmaEM7EoF30kJUfXBYawtThEkXPuDxrsTkSW574jEJx+qvGto+N0giJl3We1MOB883CKkBM/tpmae2JhlkOO/AKGnLDUGpJnQuilyBl1y+NSZZduVORs4ZA4V3BTg5Y54cB9J3Dhr7S/zY+ceI2WPqFqCh9tJy7x6nhN0J6m3lh3CqAQB5R3WKpVU/CjK4rPD6++xpf7ZzluHXHfb70D3eAdMdaiNuSOP0eGxK5fZRDaHEVCCT1KhI/xe+tXuDdpcsLuTr24llBRK97UsjHk1fEx/EwcYkxZxPpteyK79K43TycuM0othrGNLqd0ojKvu+u8NVhClnJed9YYJRY3giX6SYEXe6d56eAYP/PUl7Cn6NJFbchBXGFV71FVPCqKz1V/hWN2j7rqCmuXlDOI7SnPt8TdYJ673jxfGp/HySwqqhCgAIxSW9DI7A2+p3KVS/Y2Z+xD3nBWBW1LHRPngkld1EKiXOGyuzZDMRbUEFXOWDYHInLPGPMHtx/huSducNHeEWEH5OxGNe6EbUqyTz8pYpwa09ZEkVemFpaH/tmWOp6RpQC6SZk1s4cupayofWJEh7uui3jBh13hKeOAkhKgkHNc73DVX+HnD54jyRWqusf/fekr/PjcN/lzC1f41Pwb/PX2l/lY6yoHYZknKptshQ3iXKUs+yhSxrp+xPO1W3Ti8lRopnG+vM9uUOVT732FyWoGEmhuTuUO/NqvP89OVOdvnPwazukEKYe931/j3z/4AP/N2tdxl0WRn97yM/EWkvh3roj/Lm7n/NruExTkkHPWrgBeIFFSAha1gfDPk00PBwnXvCUeLWyJezATgRvdpERbHYoITa1PmGn81+4T3Ata/MX26wL9qI75aOUKH5m/wUfrVzhZ6DIKLcaJyQ13kbY6pKFOqCsuQa7xydobzGljduMaD8IW/3HjOX753hN0umU2/QabUYsXnXMMU5uy7NNQJvTSgpgAqimnax3OFQ94ELZm1rv3tDbEdDDSOIpLQtGfmjMnw6IxZNXo80z5Hs9U7+GnGjXN42zlkI+1rzOnOzzR2GLeGDNOTJ6qPsBShMBxJ6zRMFx0OeG2K1LQNFnYAsNMYdEY0o9sDqIy40QU1IIS0Y2KvD1YYjesEWYqp6xDjpIS+1GVlurQTwqMI5MoUzlZ6rJkjxgmNk+VHlDRgpnjBWDPr/BIfZ8sl9DVlLrlIUk5h16RLbfGhlMnTFX8WIRDtCwxcbLViMOwTNscc6rUpWVOWC/0+XNLV2hoLu+qbPFk+QG6lHIYl/mGexov1RlNUa5xrlDTPLpRkbIacFo7/I7q1Hd9IQ5Sja2jGkkmc2/QZGNUZ9upEiSCBnPkCZvP2rEu5aZLHCuzffCD3eZMRR0lCkkm46caphLjpjp3vTkmqcmWKy74ctlnZX5AWfW5dTBH2Q4o6BFDx8KyQyauiQSEgUarIHIvVSXFC0TXcn2vzXj6MePIZN4S42JFyhnFFqtWH1uNGEUWe5MKvaCAKmVIUo6qphyNRapMnMkUKz6lQkDRiLhQ3ePt0RJPVx6gTU+jYaqSITFnO9hqhD8dj9pyxBn7AHPqVz4IyiSZQkkJZv/UNcGI1qcfE6Ta7GCz5deZ1wTeb28iRs67QXX283hYkP1UYzNszjKJq7rPoi0UlMJKZrIT1HjdXedEUYhZRqmFmxgiPzUp0k3KBJnGKDY5Z++zoA1nPGBLiUUOKhJFJeAgrFBWRa6roOGUMJWEjaDJGfuQJUOgPv1Uw4lN/uGZ32c3rPE3TnyVz+xdwElNSorwlyqITn4zqHPaPGBZ78/Ga8etLoYkfMh11RWktkxlN6zNPKlRrlJXhX1LkxIUxB71srPM+eIeV7xl9mNxkPjy0VmerAoxVFObMKePebu3iDENee9GJXbDGlt+nWxgsGwOZ11bU3MI/sge+44/zwdXbyMjiq0piRFqLykS5QpL6oCq7GHLIUGu8XudR2mqDqYc8y3vFLtxnV4qvu+L2oBeUpwlKq3pR3zLO8VnBo+yE9b4RPMtHinscszuzexawqMroBrr+hFtY4whC592kGmkyPTSIm/5q1PBUsq9QOgN5vQx54oCaPIDH3iZyXpKYoIa5mgO/MLnXsDJTH7mfV9gfEYU48nn2vybux/kb3z0C2Sa6IBzlRmlS47Fr8kxZNNfn/zyIv+x84EZz/u43mEzFIEPXmagSykKGa9OjnPaOsCUY37q5FfYi2vT6Uw0C1+4H85x1VnkZKHL8+WbrGtHIoVL9nAyi3PmrgjXMHr85MrXeLy0SUt3uB4scz1YYj+u8s3xKTbiFlthgy8dneW+28SPVXLgxHKXk3aHG94Cm16dw2nQhC2H3I/meLb9gJIZcqWzyE5Q4/M753ASk/c37vBs6S77XgXbEIVXljJGqcUkNWbXy25Y5awu1Nlni/sAXLR38DKdzaCBrUQ0NYcztig2TmJQ0z06QREnNmbCqzhXpuEmEU9XHnB9skBd95jTHTQp43xpH0OOKaoRFUM0AG1drESuOwv04gI3/EXCTGW92KesBdwYijCKt3qL/Orek9x3prajXOHQF9ZTTcqomT4nKj0WrBEVIxDcCFVEha4URSRukivoSoKlxhz6JRbMEetmj4riT2l+KjfdtjigaEMmqcm3JyfohKUp9ESd5lMX2ItreKnOmtlnWe8zyt5JjfuTXt/1qum+b6EoGbe359HMBGOKmtxOKlhaQtUS444gUSmZIWGk4oY6UaJQrPiMIgtVzqjZPoaSTGOtVNxE5+pwgbtmiyyXkKScs40Ow8ji925fpFLymQQGw0RB01LCUCQkVUoeZTOk7wuKljItYH2ngGVFhJEq9rORwZI9IkhV4SEtCKXj7UGL9Uqf3bhCf7qrrpY94kRB1nOuddv4oYYkCdN9q+Byb9Liydomg6SAl4oMTxBdqSan9CObfmTzB52L6ErCX557lUOvyIcWbs/Y0v2kgK2EMwSfCErQKOsBXiIOEg+73X5SJMhVvn/pLT57+AjHS0c4sTkd8wjPoCanPPCbJLnM7WGLhcKYs6VDdDmhqIT04wJRJnPLmedM6XCG5Hu8tDHd2VXQ5JRvDk/wgfod7vhznLEPKCqBSAmyBnSjEmtmj7riYpoJG0GDhuayoInko5O2wrw2wkktvNTic3vnWS4NebZ5nxvBklBpRzX6rs0Xe+f4oflXuBUuYsgxhhzT0iezjwmnzOHK1E+6oA359vgEhpzwREl4Z/ejimD2KhBNBR0P94q9tMiyOeSMsY9Czhe7Z3myvsnNvXl+YP4NTCmmMu1U18oD/FRn06uLmM/AYvTyHAvPHDBJDV4an6QTFkXmdS6z7dWYlE2+tn+SE7UjXnFPTLuUhFEiOngvM9iWGrOknDv+vEiR0QZCLCdl6NPx9ZI2oCwHHFBlmFm84a+z6TexlIhP1t+klxS5F4q1wCVrm5Ic0E2ElS7IxdLWlGKaU/vHCbODlxm0p6lTy3qfvbhKUQmoqS66lIjds+FxGIvD3QtPXuNb3UsoEah+jtmV+Def/xg/9qGv8Y+f/23+Cd9P+ZZK9KUm//bRF1CfcFGvFphe+gKf+UcS6jJV5CIrGVz+xYus/4SwkxWmY2lZytGlhChXeBC2OGF2ZpqJG/4iC/qQ6/6S+J5i8epwndNF0YmKVYRQUr+3cJtr4RL7UZW66nLSOKCtjaYHFBFf+ZnDC3TdAq2CS9Xw+cWtp/lzS29T0QMsJebjKzew5QhbCXnLWeH2sMUL7Tt4qUFPLuJmBodxhVPWIV/yTnOi3uPOqEWWw5whsrtTJLxY49HGHvL00AFCC7IbCiJWmstsxE224zp1xWU/q/KWu8Iwtrg/avLe+fuEmUZRCRglNpfKu8S5wqIxYpDYrBp9muqYa/7yrLhrkiAF1jR3VpwvO8tTAl+AZUVTmpzNtl+bNj/T2FIl4d2lLW7R5la/xXuaD3j7aFGEomgxw9AizgS7oKr7HAQlLlT3xH0Sm6S5LAS6aY5uJbNAiZYxYRBZqHI6IwJ+a3CcUWThhAZpJrNUGvF0+T5uZogITGufkW5TUTy2wgZrxhGbYZMwV7njzPFEbZOSEsyCUP6013d9IS5qET1Ho1L1SHMJCbB0MUIZ+SZFM8RQhDipaQm6z16vgmHEtIoubqQTJioFLcKLdTxV2FjGiclwbDPxDXQtoWb7eInOg6MGl5Z30WXRlXXDoujyEg031inqIftjMQ7OpwVc18WBwNYinMjgQn2fQ7+MLGW0TYeG4bLt1ijrAe+Z3+D+pMnZaocNtc72sIok5chyRpoqVG0fL9Ap2YFQdxeGrFk9DsIKBTUkzFT8VKOohDNl4zCyyJC422tSsX269RKmKnYyqpQRZYrodI0xKTIVxUefUrIeCt7STARaWErMVXcRS4mpqD4lLaBtjKlqgs7T823e1djFUqKZb7hiBMyZInLwQdjihdJ1emmRu0GbB+NzVGo+u2GNw7DE6YKwDKTILKgjHsgNNCnhjH3Afb9FWQ14onCfN7111swenWkqjpOa1DQPJ33HI0smuocr7jJvD5d4urXB06V79BMRE2fICYPE5sdPf5tfuf8ENyqiCLfkMXtxbfZ+TxiHs9GksK1I7MZ1wkzhmHWEKcU0NFck9CiRGJUnFnGucCtcZFEb8OrkOB8qXxfxc+qYJ+ubvD5YBaCblCjJYkepSDkfrN8EQC+JUIHf3n+U/rkJ52uHfLR6hWAadP+w6Im9n0R/WOD5xTuEmcoThQdi1ZCpLOoDTCkmyDVu+22a2oRJavDx2hU0KSHIRei9KcVTdrKwPl11l/hc9xEWLeHhNuSYO2GbTlTmscImupQKBGOmoUgZp/QOcS6jSRl7mc0p44CDpDJDed4KFikqAV/pn+GJyuZsVNrQJuzFIus3zhWO2T3uuS2i0z6OYqFNQB/nIMn88u9+gOe+5wo/8exX+f9K70cdqFi3DDLNQMogsYSN6WFeuxyJAqz5OcYoJS4oFA5Sfu2/Ps/f/OHfIZpqEEqKz9veKqtGj2V9MGNTt5QxkamyETQpKiFvjVdoGhNOFzu8ULrO/3zwflbsAafN/enIuEiYaZw293EyYb+7FSxwyjjkVrDA725cJEoUzrQ6fLr9ClXZY7ve4LcO30XLnPBIYZcsl1nTu3zdOcPNwRy9YZHDWplFc8ggKdBUHZb1PlVFaGKO/ALPt+/w0tExvrp/ko8u3WAvrvFX176FKcezhKmHIkdDTggyjXteky2/zgdrN1DIpj8Ll2EsbD+rRo9bXhtLidkPyjxXvctW2MBWAt7qL9Gcn8wSxQaxzSmrw+XJKtZUZJnl0iwbuOOXKGohT1Y3eWu8TJQpqHLGnDlhHJvTTHKbrw9OkkyT7K6NFzDUZBYH2zbHMwV1kgsC34op8MA3xm0qusDljkKLx+o7uInBnXGLHgXKuo8hp8yZE45PhaJDzaarFmcs7LfdFZ6v3JhezzmHcYVjxoQUeeYGeb2/yslSd4pTTcgeChL+lNd3fSEehhaFQoDr6+h6StX2aVouQaqyH5dxQ51aZURV9xlGFoaaoOsJgafTkYs0Ch4918aPVeq2z/1BA4AoUVHUlDSRsYviwrrba2KbIR1PKKZPlI8IE5VxZLBUHOEnGvvjMn6goaoZYSAelHMNkQqV5vIsSrBmeKyYIubu2niBNJOJUhFgEKcKTiJOaiUznDKbxZah79os1kcs2GOCVKWuuxyEFdypn82QRVHwMh1bCZmk5kxRLcsZmizGrvFU/r9qCd+tJqcYkshstRVREEpaiJ9qLFjjKZ4wIc7lmRjDTzWeqd/n5288y4fWbxMmKudrhyKJKSpS00UO7JI5ZBjbs05jN64xSgscNzok2SO8PV4CxI0b5wo11aWOy6vjNb63foW9uEZTFe/By3TuhG1uu3M8Vtrh6dI9hmmBN5xVzhf3ZqPDQVKgovj8dvfd7LkVPr5wjQVtwO1ggZrq8u7iJm97K6IYxwUWy2PeHi/xbO3e7PNtRU1qqsvtYAFbjijoIQdJZerxVHi2co+33RUW9YEY61sBy3oPJ7WoKD6GHNOJyxiyCJQIco1oKvhY0ge8mq/xsVPXeXlwjOfqdzGJ6Se22OPlEkGu4WU6268t8Rc/+k1OmB1ho5JEKo+NUMQ/BPo3ahPeW7ozS0+ylRDZFEIdEAV7Th+jkHOusM+b3hrnzD2c1MSUEgpySJbLvOSe4uXBOkUt5NHKLmfM/RnDOciFyK4sB7N9alkOOEhMvhqdEclHMPVYizH1kjrgIKmwFTaoqxN+ZP4lNqIWBjFVRXC0g1ylLk8oKgF1ZUIvKvLBU7cpn/P53G+8h7AqIaVgH0i8/FuXuP/hXf7SU6+ikPG7Dy6S3i5j7Alu9cOYRQCrnxFbEkqUk+oyUiYCI2q3M/7lb3ySf/7p/0wnKaOQc9I8ZCeq8y57g4O4SopMQRaBH1t+nSBVuVjeo6J6jBKbblJmxR6IFUJSnmY89zEl8f/K9PtjSgm9pMhvbD1G1fb5oeVXecp8AMA4//+x99/BkuXneSb4HG/ypM+83pX3Xe0NvCMAAiQEEtTKUqTcSlxQMaRWZjmjUCikmaBGIS2Du1xJK0dqdhZDkaJoQNDAd6PRFu2qq6rLV13v0mce7/aP37kJQqOVAMXGRAxiM6Iiuuuevp03b+b5ft/3ve/zin30yfLh9J62G4mJ0KudVdJM5s9deJmHrA1e845x0tjHzYxph/vnT73IH+xf4PX+sghrqByy4Tc4V9+Z7t9n9BHH9YPp1AKEOv/o8/8v19/Lzxz7MieNPQ6TisDLKj5tdYRiZ+zGNW70Zpk1xtydtKYiWJmcKFdZ1PvT1dL1/hwr5R6qnHE/aTOILPqhjRdrnK3u88ZomeN2h62ghqXEHLMOedE/TkN3mcQGeuHxLRvivV3SItbKXZbNPsNEZJhrUkpd8+jEDptBA0cNmbdGbLo1wlSdQjlkKWPWHhFlKpqUUdM8Fo0+Lw5OYCkx3bDEY7UNWtpYXE+DK94Kca5wwdpiVhsyKNjxX9k/gypnfHLubQ6iCr2kRFsdYRaHjv/S4/u/EA9tzLpMlsmULZeKEVA3PPxUI7CFLeh+p8m52T1Olg/xUx2ZnL5lkaQyo8CgbvsEico4NJCknN6e2MXUZsZTEHnHN1mqDbiz12YEWHbI5v4pJBmqFZEqFCQqq/U+YaKy0atTrXgkmUzT8nA0YRQPU3U68hynJm/1FzEVETvWNDweTBoMA5NRJOwmRweEo1OiVQjRBpHF6coB236NihZMdx2WIoQTNhH3/TYHgUNQ4DEXKiNsNeIwKePH6tQGkSJzyhBe4Azhn7XkaDqKVgshhpsY3B21CFOF+dJoao26vLCNn2oslUT0YZSpDCOziJ4MaekT4lxm269NRRplxedmMM9Kuc+MOeYgKFMz/Cm4vySH9MISo8wSNCFk5vUh49TkQSCi34apxWyu8vXeGS6WxY3nKKGoH9s83znBqtPjsaZQPI4zawrcL8vi/1VWAoJc5bjT4fdvXeCJ2gMmqSm8y+qYtjoWnVsREwcwTEvsxxUuWlt0whID2576TI9CEBQpY04dYkoRQa7zaGUdTUo4TCqMU9EtNwyPR511DsKLgBjnKoUAa0Xv8sLwJF99+xyrj+6SIhd4PbGv0iXhg1xUBWbwfjjDSqXPKDWRyfAKNbJSoBJrijftohUyUmTW9A7bcX2qCn1pcoJ7kxYPVbf5qwtfFwEEUs6a1pl6WE1JdD8Aphyj5+Jmv59UeWu0zGpbwPHvh+0pVvLI8nPS3Oeat8iKYdEp7CBhpglqkSkmIQo5t4J5aprHfpFBG1VztJGEUsA7tAl0/nCRXz82hz0v6Ew/8UNf5H/6nz6G4hfdcC464diSUIMccggrMpovCrE+SanfVPjZr/4p/s77Pl+kEllctLbYjhv0C6/zMLWIM7XYK3Yoyz5f7p/nwC9Tngl4dvck7569x6IuXuuyHAFj8XoVv6dXR6tC9Gd5/PDcFZ627rGZ1KjJHq/7a8ypQzbcOn9y7hVenRznkr3Jl/vnyXKJnzj2EmVZvK9OGPukheynrY5xM52zxi4LS4LEFuUK/+z++zlVOyTKFUaZVRxIvakT4Iq7jCVH1DWPlWqXLJd5V/vetLh7mYEtR/zOzkN8cPYWthLyxmCZOWeMmxpcrm4LtGthT3quf5pRbLJi9zlp7/Nwc4s1s8O3hmsYckJJFfCjxVJMp5ge1jW3CJmweGO4wlP1B8LeaE641pmjbER8cPYWW0GdIBXK9iW9Rz9eQpZzUmT2wiqqnNKLS8wZQpy4XBqwMRHaixSZ49Yhfa3ETlBj1eoyTk3ueCIK1U10Vko9zpi7uJnBdW8BP9XIKNGLbGa10TQYA+BCbY9OVKKmeDxc2RCZ3VLGnaT+XdWp73uxlqonHGv2aNfHeKHOzS2RfRmlQnyVpDJ5Dv3Q5iAs4yY6O6MKmpISJSp+qONGGrqSYqoJipyjlES28cOz2/THAoOZJDKHbgnbDpHkjCRRWJvv0m6MCGMNU405XutS04WPbbXZw9bF+FuVMm52ZhiHBpqcsuHXUch4fv84YapiqjGOFuImOgdjB71IhGpZLi3bY83p0bA8bC1mqTzgQm2Xj7RvFFajmDAVCEs/1TDkBC/VsZWIPb883ZNc3Zvn7l6b63sCa9ewBchjEAvCFlCMTcfYckRFFcHar+8tsT5pcGs0w42BiA9cLg+K8IQULzV4pLLJ29153lW9w15QYc8vY6sxe26FOFPoRAKfF6QqO36VFwcnKMsBk9QgyWVmtDHny7ucLDJs+0mJO8EsT9TXqSkux/VDeolDiiT2i36V4/qhAIAoLi1jIsABkkgBen24zCQ1+OPzr7Ht1UR8miy6r2Fic99v00kEN7aTiOf2nsotHlnZZN1vTWlAAHfCWU4a+3TiMqYUU5YDxsVItaz4PFzZYjusF/5IZ3pDO4I+9FKHmuJyZbLEIC1Nx6CGHLM1qdFWR3y69QZfPDjPKLOoKi6Lep+tqEE/siCVeKy5wWOl+1Pv6lEqVkUOKMsR48zi1f4qj1Y32YqabMZN3vBWueIvsxPXWY/a3A7npkUcmOIoT+gHPNc9xS/d+wCd0OGvLH6dH6y8Jfjpisey1gVEROLReHvLq03DJLqpw7I64Lh+yEca1wuxU05VLRKjcpm9pIYmiTQqQ05IkZjXBqzqHYapUJvfD9vsxDXuBm0Oi/fLW50F/perj3PpmTtU3n1A2MjJVRieT1EDcO4qZK9VGVxp8evrjxK0jnxLoEQ5ciJ2xakuUKZHOe5SlhM5CnIM7RdU/vuXPskoNZnVBgSZUBkHmcZboyXKckBLG3PCPODKZIl/s/Eerh7OE6YqXzw4R0mPmKQGnbhMN3X4pn9CMJnloIih9Dlhd3j+8ATD0CyUtzJlOeBGuICXGgxSm0drm0Khbu0zTEscs7v8ieVv0VQmNNUJe0mVINe/zb+WMoJcpDXpUioORVLKfGnE1cN5/sP+Y+xGNeqqS03x6CUOca6yanZZM7vT93QvKTGjj1gPW/zfb3+AIFdZ1TuMQ50v7p7lKwdnmbeGPFl/gCVHHDME9/qssUuGhJdoqMV+2JYj3lu+RZhpfLB+g1ljxOnSHgvWkI1xg05QwlASnu2cZt1rkOUS8+aQea3PCbvDrf4MmpLx0bl3hKdbTplEBm6iT9cbYabS0ibcmzSx5YhHyxvCReHW2PaqLJUGXKzt0FBdvNRgy6+jyQKY8lZ/kXeGs9Q0n5Yx4ZR1QFnxuRvMCCqgFjBJdEpKxHZY467bxk81OqHDxdIWZ5z96X2oJIc8iNpTkM9/sU79V9S2/1090ljhzkGLcGSg2gmlcsC1gzksPcZUE1aqA3aUCodjh1lb7EwvzYg30bCgseS5NJ30a0pKuz5mvjTiyuE8S80BYaISBRqRr7Ey3yM2Q7JcYs3p8fLOKi3H5dB3aFsTkYUJzNsj9qUy28Mq614DCWjMCFW0l+i83l8mThUGrkVVD9iZVAhjldG+Q3UtoGW5HPolFp0hbX0s1LkllYoqxEpHCshZY8R+WGEYC4j8A69JlClEqVqEM+iockYcibdCHAkP7jg0BPmmLIrwkTXjljtHWx9jFGEMcaJwd6+NaUXMlCfTkfgoMikpETthlUecDT61/DafP7jM4/V1ro/niTKFGXvMKDbR5WQ6zgIoqeL/tWgI0ECGRFCIQoLCOnVluMhfWfx6AVdPcZSApjJhM26w51YIco2L1hbdxOFyaZNeWuLVwRpBqvGJ9ttF8ENFAA9SfaouNuVY7FOT0jS+b1XvEOcqF8q7/Oqtx/jw2i3iXOYhZ4teUprSgub1ASU5pKWNqRRdyqrR4fXhIzhKyJLeo5eWpoIuAWZI6SUOjhJOldlHwhZDSUS0XmZwsnzI3WCG0+YeFdnndjrLm2+c4Eff8wqWEnMnmGOSGszogmDUVsfTMXmQaXR9e4rkaygToZgudq5tdcQ3x6c5a+zQVDVkMjJknp+c4eZklpVSj2Fk8pdmn2OUmQwym5IUMaOMOUjLZMhTX3GGzLFSF4UchUzkKMspTWXCWX2fvdThW95xMVIPGpyyBLpzVe8wU3QZ1yaLfLz+NodJmRPGPhkyLXVMJylTVX1OmIeMU5PD/Sr/pye/xjCx2XUr/MjHXuQ3f/8ZrG2FuCQ6XyWE+nv3mQQG+kASKukkJzUkMlV8qlNdIlNl5AQSQ0QoDk7J2Ls5xjBn5ms6/2L+fXx84TozmqCltdUxDdUlRea8scmDqMXNwSxBIj5HdcNjGFl0JiWyXBK/X91kUesJX6yUcC9aoqEIHnuayXihzvOj02Rl4V3uJGWW9C5eZnDR2iLNZSqyT1nrMasNuOYvTYEYZTmY7nmRBMFqTh2IDlYSK5OmOuHPzb/I/zD6BJujKvuew6eXrjCRTBwl4PXRCjPGGMcI+J3Ow/RCm3Fk8FhrE0NOeHRmm+2wjialhLGGpSWYSkJTc9kM6tQ0n91CO7GXVNkLq5wqH+ImhtAP+LNsyKJALmvd6WEOwK0KFvydcQtZyrlQ2eWCtcXXh+f4xvAMSS5zuSX241fHC4BwWjzU2GbDbXDNW8RRQhqqy01vljgTMZANdUKQadQMH1XKaOgup6x9dqMatiJWa2UtoBs5HC93eTBpMEoMGro39bbHucKiMcBRAm4zS0ub0IkdJrFBQ3c5YR/SUCfsxjVmtSHPT85w0drClGJ6ybezlf9zj+//QpzImGpGVoopFRaiNJEJNY1aRUAsvFAnCDTu9lssV/rYasyuW2Gl3mdvXEZXxTWamlI3fQw14er2AsvtPnGq0HctdDMmCjT2BmVKVshqtU8/srD0mK3DOueXdgVwo2BcDyOTm1uzZImMpOSszPVoWxMGoUWYqoJNHaucaHW5vjNHszZhdOiAktOd2MSZwKt5iT79AFbUAD/VmKQGNQ2STMFHm46ANiZ11od1SkWgds+1cT2DheYQVUtZqA+FklpK0RVh05hkIhbtarzAtd48cyWBoaxoATK5GAXFMljQNF2iTMAmnGJ/nKU6r46OAbDnltEa6TRi8IgbO2sLkdc4E0lXhiyyXG9M5lELhbUmpUIIpcpiZ6nEDFKxh3Ezgyw30aSE88Y24YIYrypSxlbU5L7fYj8oc7Gyw6Ih/KB3wjkMOWal1OestUtZET7b3aRGUmQka5KgifUSwRQeJSYX5nbZ8mo4Wsi3RmvEmUKSy+gFA7qXiHSnI+BDWfb5VPtNtqKmICOlpYKkVUaXUnajGg+8Ju+p3caU4z+Si5uxUBoySG06SXn6uw1yjSDVePlwjdOXNvEznTVTUKyOggC+5R0v9pDlaZfs6BGalHIvErs/s7ANjTOTw6TCvD6cxhp+c3Kag7BMVfP5QOMmFdnn2a2T36EA3UuqyMUofJDaNJUJO0kdWw45jIStCaAmh4wzBVsO0aRMkKYyTQReKCIVasXoYsoRNVzWtENW9Q7d1BHvQylFloSq+yh9Ks4VfmP9Mn/9qS+RIrFidPnR5Td5dbDGR3/gdf7g2Uew9uUp3vLwzVn+8Wf+La+sneDXP/8erAOxTwbIVZFvfJRfrAYZqS4x98wOu/0K8pdLKAFEvzrLv/lAnZ96/Oti2iH7PGoNeDtYFopvdch/e/wL/POdD9A2J1ws7fCF/Yt4nsGp5iFxrrAethinFpetdcaZNUWP3p7MsFAaYijCMfDC+CTvKt+ZIkI7SZnzpihCerFeKasBsanyL9ffy1PtB7zlL3OqEDK2tDFRrrCsFAlZxX8H8IsPPkyWw2pVrCyuTeaZN0e8PlrhI43rfHN4ioOwzM1eG9c3UNWMN7tLnKoesmL1+H9ff4J3H7vHJ49d477bZHNcw1RbtHSXa8N5NgY1/sbZLxHlKoPY4rh1yFC2WNG77MdVDuIyLW3MK94JZrQR3cSZBlpMUhPK0NQn3HXbItAl0RlENj80cwVTivja4BzXDuc4Vu+R5DIPVbaFZ17KuWhtcSecZc4YiftJbHLFWxY2vuTboT5Hwrqq4nO+vIuXijzuh0qbLBl9wlwVFsRc5kvDi+wFQlxbtTxOmIfYcsg5c4cVo4Uth3iZwauT41OIz+Ole0IToE5QvssK+30/mtatmCyTcEoBo7HFTGOEomY4pYCyEeIlOiebHbJYpnNQoeM7bE1q08Dpuu2jyBllMyRJZaqGz43dGVZnhIhJkTOajkfN8cXIS8mwtITzlT2u783hBjqGGRVUrpCO73DoO9zvN8kSGRIZ044IEtFFBokYm8epQqPksTmo0axNSArxVH1mjD8x2N+vMXAt+oHFywerIhc5Maed5TgRN83DyOHepMnVzjxupBNEGn3PYn23ie/rZB0DW4t4Ymmdc9V9Hq5vUVV8JqEwqa8HTd4cLHGtN8+CMyTJFKJM4d5YiNbet3yX+dkBpQJ84SX6lDl7VHDHiYGhJDw5s86LveMctztEmRiXp5nMzqSKjFBg70yq3Bm3hfhJFaN1TUqxlZDDpIKbGVx1l3iosi3IReEsvYK2ZUoxD+I2q3qHUWbx4uQkL/SOY8gJH2tfY9Ho8yBosRUJm843+qc4Ze3TS0scJhX24yqOIqg8D/wmm4HwRKfI3PEKP6s5oaL74ueKDSaxiFrzEp23x0t4mT6NvGsrI2qKx4w65rY3w1ueUEH3kxK3gnl24jo3xrOUVGGRKcsBpiS8xc8PTvF45QHv+AvccOemoICvdM5yz2/TeW6ep5oPeHflNseNfZZ0gavUSbHlkM24MR3XpchcqO2SInFcPyySkgQfekETiukFrc+X+hf53MHTIjO4cYUnnPvMqCO6qcNqvV+IpjQxws41SnJIWxmxqPUpKz5z2pBhKnanKRJlOUaTMmwpZTNuslOkVbU0AWc4YR6wYog9ZJyr4vCQVqgVGa5Brk1jFt3MYCtqkOUy//rWu1isiM70IKoIsIsq9oCD2OLD73uLsJ4jR8IvbO9I/DfP/ymOGYf83B//DfyZHDnNRaEuBjGZJkbTmSqheTne5+aJQ5WlP3sPY5xidVPqL+q8NlylLPsixCKp84R1n+fGZ8S9QBI6jifL95nVBszbIx5Z2USVM+5NWlO9wYOohS0Jhf04s/ho8xpnnH0+MitGrhVVKORP6XvTjkpwsMOpoK+XOhwWr+fdSYtBZLEfVYrPnMycOiwOSSUGmU1Z8dmMmvixxseWbvB/mP0Wf2buZc6W9ulFJfb9Mq+Mj9MNbd7cX2SxMsIyxL1z4Js0dOHJP0qNm9VGXCjvcqp2yMnSodAj2AP+xtkvcTecZSNs0glKvD4S7/nPH1ymG5eoq940daymuMxpA+bUIZ24zO2JgPt4qeBH33Zn8BIdW434X7ae4Ia/wK1Bm5mySHl6ovYAQ46ZM4YokkCDzhcWuEv2Fi1DeLTPGLvMWgJR/M5orhhrJ5hSRF11mdeHjGKTG/48q0aHc+YOLW3MbV+w6hu6AHQIHYSKVvjeLpqbQpUeO4KfrY246i7iZgZBJiZLyv9fNS0ehpYSZWL0o2opQ08U40VHfHCPQBQr8z16nsXAFwXssbktbg/aOHpI1RZErhkbru3P8cOnrnJtOI8iwTgyMNWEOJNZmuuLOMShw3PSSTQtxfd1Tsx2qBU3b00R4fZHEI/azJhB1yHwdPqGjWMHU2/z5mEdTU+o2T6xlCMZKcORjaTkZLGELOfsHVaZbw95e7CArYpi2A9tBr7INx6NLfJUQlZzZCXFMMQYOE9k0FJyPWejV+eWN8uHz9wUI/nUEtGMuSKsTblEmAj/b1kVjO1ElanpPr3IZrk8YGdSFcEWowpRoqIpKaeah0Spiq4kwuQfmRhqQl1zqWgBbqyjyBmGkjBORH7x5dY2mpTxrdEaJ2yhFA2K3M9Tpfs8iFpseTU+UrvGKBWcXU1KGWcme0mVV0fHGMYm3aDE8XJXEHiKEXecK1yyN+kkFYJcHHxeHh7jmN0lzLTpWFiT0mkOcorMlckST5bv89pkDRkxhbhU2eELWxcIY5WqFaDLKWGmcs7c4Q1vlZY2ZkHtF6AKiacq9/iDw4t8YuZtNoMGfqqzHdQ47RwIWlZB5lGkHC8z2PUqdEplxokpIPVBhXIpYMke8B/eeJTTH9pgXhvgZgY1xUUvfj4vN5jThmzH9Ski8rf2HuYj7RuMU0vE82UGi1qfDBmZjNfcNdzUEPs6bcCcOiDNZTbjJiVZeMejVNz8l+UethRS1nxKUkSEQpwpU8vUrDagos6xndTQtB6bSY2g2KcvqGOWGaFJCZdMETwxzkzczGAvrrKsC1hKhkxTmfDb3Yf5RONtBpnYP2eyLCIAWwf8ubkX2EtqPFxaZ1BMGZYt4TKY00d88CNv8rWvPIx1IJHqULpp8D+4f4z/84d+j5/747/Bz//6Z3C2IPsj4Ti5XHCoFSCH2T/QWa+dwNYz9FGKEsCdXz7DWz81IMh1FDJu57M87dzhW95xTpp7fLr5Ggo5Mhnvqd6erkRqui+gGUmpUCvr1BSXflLiYWed+2GbuBAqhpk2fd2X9S7ni7zoQWpzs1D1d+Iye1GFx5obvKt8h5vBPAexKMy7UZXb/gzvr9zElCMOkwrrUYu2OubPrL6KJiXigJbLIgCiP8tyecBb3QXGgRCBqlLKMwsPuDtqceiW2A2qnHd2uVDd5a3+Iv9h9DCqnPFEa12sXGSHMFdpqoIc9+zgLOOChfDs/inO1/dEMlRUZpIanLV2p3qEzajJvD7gq9unp3akGXtMWQmFjUnKuFDboxuXOF0TnfnNySxeauBl+hSXKes5VcVnXhP+d2G90/Eyg0ecDW77s8SmQl0VZLwg1+kUr9mDUQOjlrAfV6fe4KbmMkxsaqpHnCnsRoJ4uFrp4GY648ykprhM0kVOlQ54EDSZ00d4RQAMMNVK/Jce3/cdcZLJ1ByfluNyYqZDnsN8SVhdjorwJBYd23x5TJaJAIf7oyYXGrss2kMuVXeQpZybnRk+uHKHTb8+jTWUgDQTtqO+Z9EZOGSpzPZBDV1NKNkhGRKqnHK81GHWGnOuto8s51jlkMF+GTJQ1Iw8kxiObdxIZxSYIOVEoeiQ50ojTi8VuLQcVCNl0rPJIoWdvTotc8L6sMHNzgz7ozJ+qOMFuii4EiDlZKlCkgivsWaLoi2ZKYv1IY8eE6i+SSJU444Z4iiBIFNpIYqcMYpNxomBl+i0zQk11RMHD9/B0UNMJcYxIrJMIog0Nse16Sj+wCsza494sv6AX19/lBOlQyw1FoHeSsKh79ALbLphib2gjKXEAlogR9Pd7UFS4Z7f5gOtm4xSkxlVqDOPAiC+MTzD1Z5IhFksDThd2mNGG09pOCBGsqt6h0lq8snZt3lX9S511Z2SsRrqhIoacMbeZ9YQyLo7IzHOPW3vYcgxdd1nJ6zy+MwmQajxcHOLeXPIpfI2phxxztphM2jwhr/GILMZpxY1xeOHZ97iQSB2YA3dZdEcCOtZrtBUJniZIWAomYhdu2xvcNre46PNazR0j5Y6ZtEYIIUKK06fh80NaorLXlxjL67iZgZuET4wSU10KaEi+9w7FLYgU46pKAGmFE8DBr48vEBV9flM41XeZd9mWesS5ypebrCsdUlzURQ/OXuV57qnuOov8VawwsvuSYJcQ0ewid1MF51a4hDnMjfDeXaSKttxA1OO2EuqjDONu3F92jF4mcE4tajIAV5mTFOMDpIyb3irLJkDglyb5tTaRabxG+vLU6tNRQ7YCJvc8ua4Mljkcec+Ya6yavb44IffJCqLPbEcQWlD4Re+8EN8tX+Wf/AnPkf/vBB3Sfm3udOpJhE5MlIOmSIhJzlSmuPNqOQyONsJX/x3TwvPuDYQ405kHrfv8fXhOe6Fs3RT0T0ddU5Hh62DqMJD1ibH9QPWtEO8zGBGG3EjXKCuusxqQxa1HkExHThSOpckwXrfS6rMakNu+7MCoxo6POHcp6lMOGnucckW/OPT1h4/VHtzii7diep8o3uKrUhkYe8X75U0l7gxnqVqBNwbNNnrVJkvj1mt9dGVlHcGszzc2OJ9i3d5vPpA2BbJOFvd56HmDu+ZuTvVONz2Znh2/xTXg0UqBQDlXTPCgrVQGqJKKVtejS2vRi8qTcVkJTnkureALUe4gU53XGL9zgxvbCxz1tmlZbicKB3y0drbzBVxqmku84H6TbxM577bxE11DDkWKWqphSzlXA8WmVOHVGSfzbhBL3H4geo1HnXWp1jXI4TqA19M92qa2AvfDWam+omGKkh8R1Mrp3BHBLlOmsusqD0MOaGhuuIQLyfcD9uU5YCr/jLfmhz7rurU930hXqoOaFgeWS7R8228vsU7B7PfTl4ip+vbGKpAnGlKSpZJhTFco6G7/M6DS7y5ucSPHX+T26M2GyORERunCmEiVM3bwypRpFJxhBAnC1QmnslidSjoVWGJ/bBCy5gwSXQaZVekOxkpkp6RuJrYZ5sx+7s1glhlpjah7PgEscowsogzhVrVRVEz0kiBREJ3IiQ14/agzawzRlNS1ho9TD1GVVNMJ0RWxIFDN2J0LaGkRSy3BpQdH0VPsdSYY6UuhpzgqBGP2/dw9IjXRysCDdpr0RuWUCXRzd/rN1mfNHjgNclymaruU9EDDjxxulxp9Pnw2i3eN3eXs+V9WrrLufoebX2CTM7Zxj5bfh1TEUVNljLh7ZMzJrGBKmekuUQndhinpkDwIchGnVCMfU05Zjuu8/pohdfGa/STEhecbeZLIo3lgrOLLUc01AluJk7OB3GlGHPqvDVYKoLrc9rqGFMSOchpLrFqiJ1VnCscRBXe175DkGuU5QBHDZk1RrT1CX6qMVsb8+rhCrKUM6/1CTKdpjLhQ9XrbIe16el4oTihLxp9trwa5ywx/pqkBmEm9qxBpjGrDbDlkAu1PUapyZreIcpFp3TVXeJffOXD/OwH/gCAb3ineXVynK2owe8dXpruT8eZOd1vA5yc6VCWA0pFZN6i1mecWvz7zuPUNY8nbWEjEgprEeRwpIA25QhTjljQ+pwt73PO2qZdHIBe9k5wK5plkNoM0xLDtMT9sM0jzgZtdTwFirzhrREWz2VGmRQ3SOEzFkCPBKNILDLliDhXmdVGzOgjfmv/EWa1AcNiLP6Ov8DaXJcb/jyLWo9RZvKDlbd42Nngg+1bzKlDTpt79BObh5wtLn30JlGlKLQZWAcSr//WRf7hjY/z3330t/CfmpCpkEuic8mVojOWIHag/1DG9idSOh8NCOsSmSFRu5Pyd579UbqJg0JON3EYZxZ/svnSVE3fSx1MOaahuMxqIz7RuML7yjcF0rQQKTWUCRXZZytqcN4Q8YcAp4x9tpM6d6MZxqnFm8EKQa7RSSr0ErE7vzZZYNkWK4FGwV0/SoZqqyN0KWVUTBu6cYmHjgJRMo2T5j4vDk/wa3tP0PEdKnpAkso8c/w+ipyx5nTZGtdYK/eoKj4rRo9JanLPb3PHbTOMLQ4ChweeKGBV1aOkRLyrfY+3RsvcC8UaJ8xU4lympEb4qY6jhQxCizcOFsUuOq5wO5zjjL1HmGl8YPUOUagixTLJUIj5AOqqy81wng2/wY4rADBvTFa4OZrl0HfYckWSmtB/RNwNZkQQTNyeBlos6V1GmYjgLMs+V7xlbDmiqnrocsKCM8SQhY2vXojPjrgFq3qHljbh6niBB16TP+xd4qY3x/2wzXZS5+HSBg11whl7rwjsEKuLqupxyv7uWNPf96PpjudgKCoXG3u8sruCUQkx9ZgbnRmWqkOWS30qejgNiV6uDVjPJfYHZRqmxzvdOVxf5/T8AW8NFzHUhBl1wtawSpLJzJfHdL0SuppgagmL5SE7SkZaljA1cSKOMwWZnAeTBu2CFLPXqWKXwinYI0klFC3Fd3XqbaHe1pQUSVKZL48JU0H36nsWqzM97u83SSMZVU3RtJQg0qhUAhptl3vDFudb+2xNanQmJfIMqlUfP9RplIR3WZNTGraPqSWslbrYSkRd9bg+meeb7mnGocEkalM3xcFisTWg4zscDB10PWG928CcSWgaLm7hvQ4SlePVruj8NXFT2Y8rVFSfUWJhKTEHcZl5c8TvPTjP5dkd/FQjyRXa5oQzzj6jRBCwjEKx3InLLOk9bvuzrAcNWsaE7bDOdlhn0egza4yZ0UdcMrd40T3Jo7VNGopb5OTKDFObVb3D3VRYqzzNIMg1KrqPl+n0khKzRQhClst0kooQj6gCfnJlssQZe597flvQvPQhb42W2BjXaVgeipzxcHOL+67YO8/rQ7aiOifMAy6XNrnlz/GkI8QblUJ8M2eOecdfYEnvoxTK6dv+LGGm0dbHHEZlzth709HxJDWJcwVZynjiiVt4mc6Ha9cFkcnapyL7nJvf5tf2n+Dhqgh8OGnscy9q00scHq5toUiZ6FxzgxSJTuJwunRAXXUxZdEhK+SMU4t74cwUZ7ob1Rgl5jQy8h15kcv2BgPVYzNokOYyZ8xd5tQhXm6InbMsQtG34zr9pMS63+QzzW8xyCxxIJAi4V9WhHVmnFms6YfsJVWWtW7RKZvshDVsNeL/du/DVArQzf1Ok79w7gXu+200Uta0Dr3UmboEbkdzrOmHtDQRIXqhvMvkIwb3nltDH4oiq4SQfqXJ/+h+jJ+88BL/Jn0XpVct5CPkZQ5yBqoHpBJ/45k/ZE4d8tqFNb74/3g3Vi9j9jmF3z1/mT/WfpM5bcBhUqGUidfsHX9hiu4UO38FN9NFIIQ2ZCeqE6g6phzRUCY8XrpHL3WQpYwVpUdVDtlMqsVBMeNOMMea3ileE/H348TgE40rLKsDQStDjLsnqclC4R3Pcpn9pIIhJ1RVj2WtR5BrHCZlZowxbx0sYGgJJ0uHNHSPh0qbvDw6zrw+5EJjl8fK66xph1wPF/FSnXFismwJIeKK1UMmZyuoE+cKT5bvcsNfoBfavD5aYc3u8np/mUV7yDA2+VjzGn/YvYCjh8zYYywlmiYUPVW+y9eH5xhEFo4T0Jrr0vcsZvQxjhKwGTTY9OtUtYCF0pBX+6vYaoSuJCw7fQw5paWJiMi2OaaljRmmdpGIpAoLnOJxzV0SsKKCCR7nCkGisWAMxV5eidiKGoxTkyRTmKQGK0ZXTDgyjarms2r2mKQGG34DS4m5Ii1zwdoizlUUMgapjVF8ntrqiKxIjPovPb7vO+KG5TIJDDYmdXQ1pWSFZJksipAS842NE4BIDjrahUaxylMrD7jTbTFyTS4u7LIzqjCOTXq+LdKcjAhVzuj5Nv2RzWgs2NEAp+uHLFeGOFpEw/AoqRF105sqhSeRQaXso8oZhhZj2yHtmRG6nuKUA1RFBDnocoqupsSpMuVcG1rC/tihXvFw2i5JooiEpZLI+bx6KJTNUabwJ5dexdJj5ttDVqrCu2ypMV4sxiphooquPlMZJhbDVJBpJolBy3Y5VTukH1iUjIhZe0ycyWhaSsmI0DWRvNSPLGRyDCXhh5aucrmyVYydVPbjCoPYFl1ngdM82sFent1h1hBWp5rukeQyG75AXh6hFzUpZZQIEcV+WOGF7WOME5O66uEmAkjx3vJNXh2s8XawxGFUFv7HpEyKTJbLhe855CAsT3F3w8SmoobMa4J4dQRBEMACnfWoxTcGp6fvoV5S4jByUMjYDmusj+tTMd8zrfs86qyzZA+4Mlzk5eEx1r0GD4IWJTmkrrl8yz02hV28OjlGTRNAmY1QnPjXzA6LxoBnKndY0nvcmzRZ1ru4mcHNcJ7tsEYvKfGHd89RVkMuWpvYcsj7nRvMqWI82kscFqwhx4xDHrfvYcoRq3qHG+4sD9kbzCmCZ9xNHdajFu8u3eKcuYMpiZH8ILW5Fc2xE9cLuH2fU7pgV3+o+g6ylPOB2g1WjQ6DVABKHDVEkxO+MT6NImWc0Q5Y1rpsRk124joHcYWWOuZcaRdTitmMm8UIWmGUG3TTEltRgyhXcDODP+he5Ea4wH5c4Tc3LvPi3ipv7Cyxc7vN5qDGE411fuDYDbJc5jHnAV5u0EudKZ1qRherBI2UljrGK/bWH2nf4L0ff4ugnQuYhwTIYLxW4l899wEeWt7Ce9IjNaTp15BEd1y/LhWj4EjgLX/8HkFNxm/K3PjNMygI5fhZfZeNWKwA5vUBSSayqBe1/jRPW9jhEk4Ze2hSwprap6m4mFLMa+6auF8pATEypwoBnJcZ2IqYZISZSjcscb0/y/sbt9iMGxymJQZF5nGtOIAKkZtUjI1LVFUfs+BkD1Kbg6hCksnUbZGSBmIl1UscnqneJcg0LpZ2KBWrgLIc0I1LDCMTP9NpaRNW9C4nzX1KaoijhHSSCitGl6caD1izu4wSkyyX2A/KdIMSn9t+kiDVaBguXqLTi0o8f3iCNbPLNX8JP9UYxWJ99BNLL/Anjr1OP7b5/O5D7IcVdDllnBiU1QC9cIFcKO9iyCkN3WU7rAEUIQya+GzLAYdJeWoHnNcHGHJMJ3G47c4wTARidJIa4j5FTl11WTG6vL92g2Wzxzgzp83Ak+X7lJUAQ07EOlNO6EYCxXsrmKOs+EI34Iv1xP1whuy7LLHf94U4zWV0VRSNNBNdappLOHpIP7SnvOcwUQVDOjI4NXPIq1vC/3tubp9bnRmxc401csTeOc5k/FBHVURHmgQqQ9ciyhQ6QYkkl2marth1qhH9wEaTU4JUxVASZpwJ85URLduj5bjUTX9ayE01Ic9FhOFyeUCYinivfmiTZjJJIn4WVc4oWSGOGRKnCq/vLwFwu9tmFJn87sFDNG2XHKYkKy/W8WONOFVw9BBdSXGUcOoLtpR4uj/f9ar0xzY5sOcKHGgYaKSZLA4EE4fNUZ3jpQ6Xy5vI5NM3/X2/zX4oeNlHiS5V1ZtGKO56Fa4OFmibEyaxyEjecmts+zVe7Bzjlf4aB7HYA9ZVD01O+cTadZ6p3qWqejxWfoCXGnxzcpqPNN9hkpqoUsq9cAZZyujEZVIkFCnjDW+Nlj6hLAd04jIZ0pQn21JH3PPb7EZV4lzhvtcSweRBmQdBCzcRo+WKGjJnDLk5nGXWHhOlCsfLHRwlFEIya5/jToekWDZuBTU24wZtdcx7nFtsRQ0GqV0kPzk0NZdeVCLOFWbUEQtFuAKALqfTYjerDqlrHv/+6iM8srTFgjlAIackhwwyW+xzM4Pb/ixzhYe4mzqU5YCKHBBlKhU5wM11bkdzHMQVFrSBEHWpA9rqiMOkMs2APiKGDdISh6nYodlSyAnzgPthmyDT2I+rU/+nlxo8XEQBKlJOSUpY0Pq8PVkkzkR60VP2HdqKS5rLHKRl9tIqO3GdzbhJnCu85h7jF+99mPVRnd8/uMhuUGWxPORHVq+w2uyxcmaf5dqAuuqybPZwlIA5bVCIjiSeHZ1BljLOG9s8Yd1jkNk8OzhNXXWF5SvTeLi8wY98/EWCmXw6epZycO4pXHn5JJ+9/HWGFxJyCVJDIqqIUbWUwJf+/ZNsxw3GmckPtK/TeSJFToUi++e+8RmCTOMgLbOo9QTSUevzrvId0lzibjTLGXOHpjLBlkO+5R4nztVCZJjRTUvFjtijIgf8k/2P0EttdlJ7uks3pZiNuEGYCcHk+fo+b45XKMsBv91/VFxXkLpW9Y7gnksRTWXCflRhXJDglMKaWNfEfenT829NDw7vqt4lQ6KmuFRVsSsdpDYveycZpjaalIn4WPJpUMk7/gKX7C3OWdvFxEboHRQp4+Zwdprg1rYmrDh9mobL7UGbMFVZs7ukmcyro1UMKaGhuXyodZOPr77D/XCGXiIEYk3Tnbonslxiw21M87d3wirjxKCqCPjQQ/YGNUVM095yVxhngpTlpTpbUQNTijmIKqQFh/rl7tpUY2IpEUu6UPDvRjUUKSfMNNb9Fv3EZiNssh9XaagTMiSRWJcKO+okNejHNutRSxDuCsTtZWvju65T3/eF2FZjUXwzmaoVoMkZth4ziQxKWsTlhe2p8OrOoMVqpc/2qMJqs4ciZ7x1YwVdTcgK5bWjRVyq7+DoEZKUM/ZNqiUfsxxOr7HViDhV8BKdYWwSZQolLSRINNJcpqwHzNojTCUuDggyBxOHUa+EH2gMfBM/FLL9UWSiKSmmklDWQqHSLfksVEaUzRBLj6kaIuBBVTImronv69zZa08LatPyaFuTaUEHiDOZjlfCiwSMoqr41DWPmurR0iaMQpOq7iPLOePAoOsKgphlRQSxSppJlI2ImuUzSsROsRuXpjuyshqwYA6oax511aOf2MQFuujV7iperJHkMg/GTaJM5TAqs+L0MZSEx5sbfHr2DR6yNmlqrhgFTepUFb/ATwpxjyYnaFLKV3tnebW3yp1xm2cPTxFmGrYS8iBo8ba7xF2vxX5Y5oXhSfaiCve9plBi5zrjzOL2ZIbdsCosB1LOJDU47nS4Npznqep9EfitCi53ksvUdZ+W7XKlu8Czh6f4Yuc8r49WaWpukc4FUabyxnCFtjoiRSLNZV6anOCZ0h2OW2IH7aY6fqqzF1c5TCp4mc6tYI62OWFZ6wqxjZTzQvc4ph0VvkqDjbjJdlzndjiLJonXoKm52EoouNKJwyC1GWUmk9igmzp8cXSJg7jCR5xrlGVhZXkzWOU17xhXfOGFTQvrS1sdcxBXiHOFFaPHOBPK+YvWFvuxeJ3WwxZpgTwdpxZtReS5biY1MmQulzepay6KlBWFQhEQ/FzYke6FM7wxWeWNwTKalPKumfv89PGv867GPT7RuMIPtK+LXOuFl/nB+Wt8dOY6f7B/gVW98200JylBpuMoIbtRjbeCFUwpoZc4nLAFlWvOGLKkd+nEZS5YW5x/5h7uYjYtxnIs+NT/9PM/yN9+3xcYncxJDfG1TAUlAusg5x9+9YfJcpntsM5ffvezJDaQQ/WKzs+/83HuhHNoCN720YGqlzrohWBrJ65zmFQ4ae5PO9MgV4hRRCRloXloai7PTs5yN5qhIgfUFI81vcNuXOfupM2MOeYwcLCUiGFq867yHXqpM/WplxWftjJiI2kQ5BoLxoCWNqYTl/lq/5z4bMrBNJbSzYxi9aFSVXxec49NVyEHcYXnuqe448+gyikVNaSi+szrg2lM525cE+PfxJqKrk4Y+3xo5iZP1h/wRH2dVbvHitXjbGkPR484Xu6wHdT41MIV5s0R/cTGkBP24wpLep9X+6uEmYqX6Dxdu09Tc2noopNuGuIQcRA4GHLCqt2joU54xFnnmr/EXlIV9sXE4pXxcU4WO9oj7cQpa58sl1CljKeaD8QhrbQxPcQeFeaduCYCYjRPxHaaHUw5Zj1sMa8NUOUUNxWKbUcJGScmbXVMSQ5ZNnso5AS5xnbc+K7q1Pf9jrjr2/iKQdUKMJSEINFoWB7bwypupJPYojB1XZsLM3tc3Z/niYUN7g5bIqbQSUgymVZ1IhCSpQEbboNJpKMoGWkqM/YNZqtj3EjnYm0HgE2/ziQ28BONDImyFmCqcXEaU9EzAc2o6gH7nsNoZGFXfaJQYzK0WF3oIks5qpxR00TaUSdwcMwQP9LQSwm2Fk2vSTMZxwgJYpUsE8lO48igbnhEmUpd9/ASnYFvosg5QaxOvcmylNNQhWp3P6vwxf1zBIlKXfdZrg+oGv6UDOYlOh2vRFxwuHU1ZRBbdApP4xGhapyYKKpgVd93mzhayO2x6FZXnD5JLrKdk0xmyR6gkLEbVDnj7FNWAm75c5y29tCklJvjWR5tbHIQl6nnCqGssRtVOWEecpCpIsYtU/BijVl7zF2vzb5fRpUzolTkS5eNkLohAC6dwGFHDZmkYry0OagRlRVKSsQ4MQQ6EjhXEZaLOBPisPuFOMUvbFpBpFHRQ3pBCVnKOVTKPFW9z4OgxaZfp6F7vOWt4mU6D9kCHv+ye0KoL7WARyoxs9qQbw5PYSkRH6u9zdc7Z/hw68YUGbkT13nn5hInT+3yydYVAMap+B0OE5t70gymFBcoSI/dqMZpU4yC3wkWGQQW7/gLPGRv0lZGDDKbQWqTInHeEKPpTlJmnFpsBg0mqYHsZMxoApRSVVxuBsJfGeUKx4wDhmlJUIcSKCsBvaTEONMJCrtUkGsc1w+KfWSFNa1DNy2hFxOLK+NFkkwQuH509nWRKZ3alGVfwBcKj/IXuxf4cOOd6YTjUm2Hrw/P0dDcqWVrkNqcMAWd63/eeIrqqs9z/dN8tHmNNJcZZyalQnn/trfM4/V19CcT3njhNKVNMYpWQrB2Jf6vv/Mp/soPfZF/9pUfoHJHRkrFeFpOYfabEv+i8h7+4uUXsJWQY5+8x/pvHSfPwf61Ki/81HEa7UmRV52zndRZ0IR97UEBUQkzjQE2+3GV48YBQa5QlgPSXCZWFd52l1gzu7zjzRc89Yia4jHKTOFpt0a8t3yLLD/DtcE8e2aFPz17QJBqRdazoOppUsphVGE9E0VjP66yF1WYN4d4mU5bHTOvD3jFPY4pxzxkbbJX7KTDTCXMHPqxTUUNmLVGWAXS1st06porsI0qDBMLo4DQnDAP6KUlVvUOr07EnrmljtmKGkL0qroiFao0wE81nqissxUJlO84tXl5b4XVap+eUSJOFTbcOsPInN6fHrLWxTrHbTBvDqfi0qrqMUxt3lO6OZ3U7Mc1appgpzeUCaEqONrDxJ6O2S+WxX366CCpFOr3FIljhlC0h5lKWJRIQcpTeGW4hi4nKFLOKDJRpYxZbciOUiPKVUwp4qyxy4OoJZTp36V9Scrz/LtzHP/v7DEajahWq7zndz5LN20hSTmL1SH39ltUyz5ZDkmqoKspDcvj0C0RRBrvXbmLIuVc6S4QJipZDpqSsVLpM2MII/lbvUUGnoXr66SxgqqnXJjfpR/aHC932Q/K1HSfbbdKmslkuUTFEJJ+VcrwE6EgDVMVScoZFsXR0mJBu+pbnFzbZ+BbLFf61HWf/UCEXfcDC0ePMJQEUxEEMEXKsdSYDAlNTrm5PUsWy6hGymOrG8jklLWATbfOKDTJYZqupCkpj7U2C/+b8La+ub9IoyR22kfBDHXDo6wGPHCbJJnMucoeu0GVkhqx6daYscYkmYKlxLiFIf/AKzNjjzlW6rJiCI/oblybqnnXPSF4SHPxZo0ykdn8rvpddqMau0GFA7/McmnABWebSWpOOc6alHLDncWQU8EOL/yGAG8fzPPDa1d5c7BEmKqkmSy6eTXmXGWPda+BKmW0jAl7QYVBaGEqYn3xVEPYNF4brjKKTGatMZYSo0pihC9LOWGm0okEoH4Ymzxa3Sy8kTtsRU1sJeTt8RJhpgo0YGWdg7jCTlDjw7Xr/F7vEj/aep1uImwu77gL9CIbQ0kIU5UPNG5SksXI+7cPHsZPNNrmhMuVrWL3aTCrCZzmdtxgRh1x1V/CkOOp1eeYccAf9i4R5zKXytvT3Ng1vUO3gEQcdatNRXRS33KPA8LidZSWoyASrea1wZT8taj10EiL0XXCVtTksrU+tdhUlGCarnT0u74VzHN9NIcs5TxVv8+sOpwykG0ppJc6RLlCRQk4KJKKXhifxFJizlk73AlmOWdt846/WNho8qkitq2OuBfOsB40cBODjzSucyeYZZSYBRwj4q7XpqZ5zBlD/l93nuRHjl3hf/7ae6nckUkNUYzJwF3O+et/7Hf4hd/4FM6WsD1JuRhDS3nOwQ9E/HdP/h4A//03f4jamzr6MCex4QP/x5f5Y/XXAUEeC7Jvw0/iXBGxj3GNW8Ec236NE6VDHrHXcTNDpER1Hubx6rqwmkkxspRxmFR4x10Qkaj6iMv2OhoCkHLDn+fh0gaD1OaCsY2b6yjk2HLITlxnL6nST0pcG83TNFxWzR5hrvL2cIEFaySodUXiVlsdcyeY5Z7bAgRe9ZKzPZ1wzWgj+oUH2pa/nUveVgUdq6lOCAp9RUsd8a3JMR537lNRAl6ZHOfV3ioP1baneox5fcgx42CaQvXFznl6QYkztX26YYm67rPp1tCVlLYx4eHyJrKU8fpoFTfV+VDjBqYUCasU2R/RCsS8Mj42/ayKlZhPLymxYgguukLGRtjEK6YpAlUqdurvuPMsm31B75PjKQXOy8Q9zU0NwlREye64VWqGz5rTnd6/Ply9Tk1xeX5yhsv2BsE45s88co3hcEil8u10q//48X0/mh6HIhXJMYX/S1Yy/EhjsTJCVVKiRBEs40jjZLvDC9vHuDdusuAMcYyQWWfCUnlAkGpYSoSbiJH2USFDggvzuwSphi6n9COL6+vzAv+XKtN4wor+7WzfKFPYHlbpujYDzyLJZGadcQHhkKi1JvixhiJnRIVAYxBY0wLe80THNokN+hOb7sTGjfVpklQWKZCK3Xc/sMVeWk7wYp3eROyZy0bIyVqHqhFQUQMh1JJSGprLJ1evocmpUCQqQhnd0ifcm7RoGi4VPaAXlzgMHPaDMqaScOCXiTKFJavPcbuDLqe0rAllNWTF6NJUJjTUCQ9ZmzRUl4bq8mT1AWkhYIsyFUuJmTNHDBObc9YOQarRMl1mDbHHbaljwkxlJ6yyHjSoaT4V1WfREr+fIFUZxSbNkseN8SzDUBTShdKQuuFhq1GxZ0tYs7vCvqD51AwfU42p6SJtaTNooMsJk0iIQ2RyOqHDjD4SxSg1eLS8QU3zuLY3z+/tXKCuuUJxbXRQyLlU3uJ6Z5aWMaGflNjy65y0D9iJ68waY77Qu8zbnrBQHRSh58PIZJKIpBc3M7jhz3Nrv01ZC5g3h1P2bYpEL3HYjhsoZOwV4+K2OmacCm5wL3F4eWeVh8tbbAYNZPKpylmTBEJUpDDpnNL30UhZNTo8Yj/AUQIqss9lc2P6/RYLApcQQKn00m8zdKuKx4vuKTIESlGAVkwGaYnfOniEX9t7gkFs8yfnXuGjres8aj1gUesjSxmalKBLqUATqkMayqSwp0VcLm1QVkSIxjHjYBra8cZwhYY6YZjYVBWXNU2M+t9XvcXj1QfsRHVuTWY4CAU8Yi+qME4M3uwvsR3W+cHVd9gJavzY+19idDzDm88Iq6L7LW1J/KNXP8YjH7pJWJemaUwiFEKi8ZzBL7zzYdrqiL/29FdJTJDTHKuT8ew/fYovDB9mMxaTE1OOaaoTFrU+w8SeHk6qis+sMeKEIcbU49Tka8OzLFoDES4gB7iFx/q2L9KAPlK9xkVrcwpHOWXs8cfrr7AfVzml77ERNxinFlERf3jESZ/XBixYQ4axuGc4SkDT8HBTIbqqqx43JvOshy2yXKKhC9GnjBBNprnMMBFZ2wJpqkx9/TXFE/xrJZimeB358S+XNqdQjXl9KKxlxpAnnPs87dxlO6zx6uQ4u5Gw+B0rdblY30WTMpqGy8akzow1xlFDlqz+dAVzurTPjCFY7jPqeMpNX1D79JMSG1GTZyp3sRQRLXrPa3FtMs+612BSZJHXFI8wU5nXh4WvukI/LolDXZF85yZi79sJHd4eLdDSxtN7xzA22ffLAs6Uy2x5NSEsjU1uBvPcjWaxC+3IdyvW+r4fTY9dA6cqs7dXY1gOiQKNWMq5nbZpll1yLWGrV+NEu8OBK1CJaeEvXXb6nC3tcxCXGcYWdyctvET44aq2Tz+zOT13SD+06bo2Yahxbm6fpbk+o8jCL8a/x+o9BqFFw/CIIou64QkYfCahahmmkpLlQkg2ilRajosmp7TMCYPI5tAX4PgwLAgykhi5102fwNWxnJBxYOD7OrKSIWspWagQ+6JTdL0y/dAmyWQeX9xgc1LHUmOeqd3jQdBkUgio5vUBZSXgnt9mGJq0TBdbjbg7atE1SmL3XXSe3bDE8XKHfmTTD23iVGHRHqJJKV6uI0sZVS1gGJviw6bqnDL2uRfO0Ikdtv0aZxwRrXiE5Zwv4sqOdp2ylGMpMYPY5uZIeBOXTeFprCo+w9QSGc6qh602mMSGQF2qQnC26AwJUpW2OUGTMlRZBJ8PJYuT5j5vuis0NZcsl3ETneOlDo4SMIgtNid1GqbHzeEshiqmD8PERpEyTloHDFOLK4NFQk9jqIrR4Yw+5sXRSZr6hGPGIX/2+Kv8xtbDIlzE6fNi7zjnK7t8uHKdg6TM3XCWN8fLZLnEDzaucM1fIs4UHCXk+cFJXrh3guWZHnXdx1FDTCnBywSBzMsNHCVgmNo4SsB+KNKiqqoYyZUVH8cUqVKyJHyUW2GdbuqIyUoiItuqis9hWkYm45S+xyCzWdMPRYpUZvKI/YBvjM9wytgjRWJOHWJLId3MQZFErmtJFvCX7bguOuvxSe5NWqhSxkqpx+XSJuXCWwnQlD0eJM0pMS0uiu1eUuUhY5sT+sGUVb0RtegkZWQcXgpPsuHW+bG513h2cIbzzg6vu2sEuYD7C2xnhCnFPFbdYJhY1DWXWXXIN7NTlFQxSTlt7tFRy9zxZvjB977BQejw2qunQJIxBuC8ZfKyd5LVD+3gfW4ezc9JNQH3yGUJ7ctV/lbyGf7e5d/lo3/qJV7/bx8Vn8s050v/z2cI/7LKhyoiaSrIBZ7zqdJdvuUd45y5Q4bEnCEmAreCeW5M5ni8+oCDSOzlu6lDU5nQTR16kc3p0gGKlNFNHGFjykziTOF6tMisJjzZgaLRSx3assCcimjEFoqUkeQKT1Yf8I47zzgxeLL6QHzO5JCr7lKhfxCCylVLwG66kcNeVJnmih8lsNWLoIua4jJOralIzJZD4lxlkgqV8Ulzn824yZwqfM1tdcSdcJbXJ6vcnswI+5GcMG+O0KSUda/BnDnGkGMsKWcYmjRNF1VOGSYW89qAjVAERlwsic76diiUymU54DV3jaujBZJM5snlu7i6QUsb009KfHHnLGfrB1P07ZXJMqoslPXidYiY1QboUsowtZjRxHMapyZJrjCjTKgqPnvF87xxOEu7PKGkRexNylTNgJEh9BhvjpaYM0cctw55J1jgHHe+qzr1PXXEP//zP88TTzxBuVxmZmaGT3/609y8efM7rgmCgM9+9rM0m00cx+Ezn/kM+/vfaWre2Njgk5/8JLZtMzMzw9/8m3+TJEm+45qvf/3rPProoxiGwcmTJ/mVX/mV7+WpTh+KKsINStWAKFI5tXjATGvEqZlD0lxCkXIUJSvQjOI0eQT6OGZ3sZWQRaM/9bsulwbYasRH5m/ygdU7zFsj4lQhilRkOUdXhDl8EFrT0fehXyLOFN7pzNLxBIv3TOuAOFLxIw1TFd1X3fSZq40xlARZylGkHEcNcbQIU02wNHHaVJUUQ0npeCXscoiupqhKilMKkOWcPJNQ7YRKw2UUGOTA8XJX7GPNAXXDo6b7vDpaJUXsrN8ZzPHlw3N8tXOG26M2QSSKeF33aVkTFuyhAKzLKRvjOncOW7y4s8ah75Bksui+I1EYs1xiyRyQIdE0XHpxCVNK+PLgAl/vnmbbrxFlCt24hFGIm6qaz1ZQQ5OFd/irnbOcLB1SUX3ujFvEqSKETWGVbuTQK8ZkIMQnq7awJmW5xKI95D2NO6zaPS5Vd3iyfJ+a5rEXCE+lLgvF56uHK8VOTGHeHHLa3CXOFR6MmtP3T0kL6fk2e26FeV2Y9c+b29RVl4frWyzN9YuCl/D6YJlOVJoC7jVJjP33R2Vkcv70/EtTX+LXBueYJAY/3HwTWcr53O7TeKnOBXubi9YmWS4z2xxS1QX7ephY7EZV3vHmGaaiu/EyvRjPZiyZfRb1Pm11TJbLXPOXOF4V64AVo0cvdVCllBeHJ7jhz9OPbV4ZHy8CQ5IpfCPNZcapRS91CDKdIBeK8L249m2rU2ajSQm2HIr3T67QT0p8qXeef7n5PrJc5sfmXuMvLz7LjD6mVgAnSlJEL3G4G7cZpSKp6ShdShysSmhSxkLBjS5JEY4SiAzq4n0SpioyGZfLmwwTmxPmIWERzGHKMbtRjY2wiVNQkGbVIb9z+DAPOVucsg94d/n2FGOY5RKjRHRjyxf28JdjCkQ7lRsq+88v0Hk8I9UkAf2QJVJDYDHN58v83LM/xrrXYPMjGmFdJVMl7MOML/37J/nq6DyjzKQs++zHVTbiJhetLQapzYreYZjY7MTCgztvDtmNaqyZHeqqOyWtPT84yQVnl4csEeU3pw7FwUeK6CYOc9qQRVXgW5vKhDWtQ00Wed13o9kp5/icvcs9v82Ha9cZRSa/sfUwD4Imzw9OEecyFTUQoQaqT0NxecjapK2PGcSWgOkUI16ZfIqEdDODURHgIby6AuZypJr+5ugUbmZwUFgJTTlmRhNhDEkmo0qZEL/5NYJcpWm4DIquPc4VzjX2mTeHZLmMLUfsxrWp1Wg3EuP9u0F7CoUZJRaz5piWOeEtb5W4mAzcddu8b+4uT1XusRk30KWEvaCMo4Q01cl0QjRISwyKQy2IyYFCJmAfxgCA7aCGLqecbe9jKAmHxb08yWR2/SpBKvracWLSUCa01An9rPRd1anvqRA/++yzfPazn+Wll17iS1/6EnEc89GPfhTXdafX/OzP/iyf//zn+fVf/3WeffZZdnZ2+NEf/dHp19M05ZOf/CRRFPHCCy/wb//tv+VXfuVX+Lt/9+9Or7l//z6f/OQn+eAHP8ibb77Jz/zMz/CX/tJf4g//8A+/l6cLQLs8oV2eIMsZJTvk3n6Li409HvTrVI2Ahxo7RKHKxDNwDBHlJ0s5W5Matycih/KWO0eUKphKzGHgEKQaG34DVUrZD8SIwjJiLCOaYjPdSOdEo0PTdjnsl0kzmcGhQ6dbpheU6AYlZupjMX5OFbJcwlATHmpsU9ECZs0C4qFGQqlreMzYY3Q1oaKHLDkCj6irCXFR8MXrK2OWoqmC+70L91guDxjGJg3L47WegLBPYoMkU0RUnerxcGOLlVKflVKfD83c5FTzkNPOAWGm0A1KXO3N863+KjtuVXSdekyjYHAfL3eLnXWCrYQ4akiYqaxYAv8WZwpXJku8M5zl0BM/u62K16qmecjkPFm+z43eLG8PF9gNKqyVulwdLhBmGqaS0LImuInOutfgtc7S1Pc3KELojxmHOGrIWqlHhsR2WOeSvYkhJQxTW3gFQ4tRYnLc6lBVfJbLA5bNHm19InzCkrjZRanCD8zeIEhVokzl8fYGn158iyuTZXpJibvRDMNEdOynqod8cO42K4boXM85e/x+5yLj1CTIVdbMLn/pzDd5YfMYb7qr7MY13nRXeH1viTDTeMtb4Y+136RpuDy7e7JQc2t88+opNDljwR5iKTErhojP+3D1Oit6F7voLstyQC8VUBKFDBkhHjkIy5xyDmioE8apySQ18VOdy+VNLtlbVNSAhuayGTT4/OCRgsqlMqcO6aYOaS6LRCTZ44S+jyJl6IUH/OXxCcyChLUVNfhy/zyv9lbZHNf41NwVfqj+Jg1lwpwywkvFKPX3+5dxc50Frc961OJWMM/rk1U6SZmtqMFx44BxajIuRq934za2HHLW2GWcCkXqhdI2P7744nSEfWsygyYlLOtdzpi7KOTihq+LfeZJc4/X3TUuVHa57c9OU4mOGweYcsyK1aOhezRUl/fP3hY3DAnkRAi09CFUbiqkBqQGRBVJeI1zERJRf0Plnd87TTYTcviohN8U/uLSbs4Xf+tJDpMK40zAJIapxUFS4YY/T4bMitGlqgiGMTBd35TkkCuTJb44usiH6jeY1YbMKKJzixGQmprskyFTkz00SaR+HSm141zBLTjWhhwXcYrOtMg9Wt/kdO2QLJdZtAZcLO3QKw7ER5GY61FLiOZSjThTqGjBdE96JAi8H86wHdXZjWuC7qVOaGnj6Sj7waRBJy4zzix24hrX/UUeBC0OI0dgg8vbLFoDRrFJPy6R5TIVTZDrFo0+upxwczyLpcTsh4KIVy9wk/3ExpYjslziLXeFr3XP8Hj5PgvmgHlTeMlNKaYTlznv7LJidCkrAWeMXWw55M/PP8+Tpbukucxle704vEp8a3ysGJWL92Bdc5nRxtRVl42wyRlnn0VrwJI94HJ9m+XyQLymjU0eqm5zvNxFlTLmi2mHWL2k31Wd+p5G03/wB3/wHf/+K7/yK8zMzPDaa6/xvve9j+FwyL/+1/+az33uc3zoQx8C4Jd/+Zc5d+4cL730Ek8//TRf/OIXuX79Ol/+8peZnZ3l4Ycf5h/8g3/A3/7bf5u/9/f+Hrqu88//+T/n2LFj/JN/8k8AOHfuHM8//zy/8Au/wMc+9rHv5SmLaKpIR1NSHm7v8PLOKl+7e4rzi3tUtIANr86jK5tcO5hjf1DmxIzYb64f1um5NmUt4Mtvn+Opc/ewFNERlAoP2f1RE6mwCGlqil10rN2gRLfn4BghfqxRdny2OzXa80MGYwtTjZm3xelwEFkMIot5a8S2V8VNDCwlpqSGrFg9NvzGdL+ZFFYnTUnFzjfSSFOZpiOKtCzlRKmKrUa8sbNEzfa5M24zCCxyYNYe80z7Hl/cPy/EV5oQkNU1l0lqEsoqvcieCmye2z9Jw/QwlISKFdANSgSJysAtOjIlw9ZiGro4iMW5TD8We5nHquviw1tYdA4DhzgVXsOl0oCGLj5Ur/TXMBURc/cTx17iH7/8UZ45fY8sF2lVG14dXU5IMoVxZDJrj7A1ATc4iMv4qcbzg1O0jAmHgSMU6mrIpl+nEzm4iY6pCBFTmssMYpswE+H1qpzyykCwYJNc5qv9czR0l5nShKrqMW+PGMcGP1C9yiAtcdla5zd6T6BIGYYcc0Hf4ncmD/NE5T6ylHO6tE9ddckqEjPaaCq4suWQHzn5Fr919yEeXdhCljJmysKPeMbc5aq/RMuYECfCOvELdz/ChdPiYLRgDJALAc5RuMUwtakqHst6l0FaIktkvExQrYSH2OfBuMGj5Q3GqcWq0REK7LA2tVgcFdI4V9iMG9zwF9hPqsJnnUscKEJYIiNStKqKT0OZCCCFtc+X+hd5ZXeFDy7f5l3VuzSaE/7D4WO01RGrap9eZuLmOt24xL87eAJVyngQtZlThxhyzPXRHJ+aeYtBKpSs98IZykrAdlKnJIv83CPF6RH5TIzBBSN9N65zsnTIdW+B5VqXILPopk4hwBGj7jgXe8AlvUeQaXSSMjPqiEFmiCmK0aGlGWyETS5YW/zgo2/z9Y1HkbIiyzjIRUaxJXKMkYBc7JKlRHTIZi9Hvmriz2ZEFRmjlyMnOY3rGb/42z/Ej338m9PP11Fc3yC1xb49NzlhHnx71JuZXPMW0aSMp507rGk9TCnFywR7epCJz+ZOWmdB7QuBUXGfO4o5vBIuM6eKMeuMOuINbxWZnEcrG5hyzEVriyW9Rycpc9dr04tKrFoiRlMm59nRWeaMobDqZTILlkA/dhKH0+YuXmbwlt+ckrUyJO4Egn1tyxGmHFNVPcKyWkybNG5M5ilrAoRR0/yC2Sz+9MwSM/qIMFPZ9OtYcsReWOGd/hydcYmVVUEJO/peR9jL3ajKjD7md7cuUjN9kXKmjSgXhxRTigk0jZricT9sY0oxc+qAEkLoFyBY51oucy9qo5DzePm+yO/OdfqJ6GQP4jLPHp5is19jpdHnxxdfYieu0YnLlNWQmZJo3HaDKreHbQxVwEZcU9jCxsn/BulLw6H4gDQa4sV57bXXiOOYj3zkI9Nrzp49y8rKCi+++CJPP/00L774IpcuXWJ2dnZ6zcc+9jF+6qd+imvXrvHII4/w4osvfsf3OLrmZ37mZ/6/PpcwDAnDcPrvo5HYMfU9m3I9RVNgnBi4Q5P3nr1NkGp0CtvJILRYrA65szuDLOUkuYyi5ESRwjv9OfRyxOa4hiZnmGo8pWMpcsa8PWLfLzPnjOn5Nt2gxN2tNpYTosoZupIKCMdYIy1LlKwIXUk5DByRXhTaqHLGfiBGPuPEQJUyylrAi91j2GrECaeDmxocBA4lPaJtTggzlYbtYygJVcOfFuB+orPnlpmtjnmitc47ozl2D6tcWNlFV1K2w7rYJWoBWS6yf+94M8wZo+L059GNxetyotqZKpKP/MdBrKIqYqcrSzlJJsZLh4HDqcohXqaz51Y4sCqsGD0WjT6D2GYcG8SZzHxpRFkL+MbeCVQ540JjlwVjSC8RHuS5uQFv7i7yodXbxYl5jjlzTEkVXr2bwxlKWkRbH2PICQ8mTS7XtuhGDnVDQCYMOcGXNE7Yh3RihxltTFkJeEeb58PV63RTB1VORQqL6k1FQDf8eWb0EU4t5Jv9k9wZtFhwRmxGTXqJUGXWVK849dtUFZ931e8VXV5bdJFSxE5QEypjKaameQxSm6edO2inUn7j7sPMV8Vr8OW7pzl9aY8/3DpHlsOn1t7my91z7N9tMXvpATI589qAcWZSVgIesjfYievT0Pgg12gqE2Qpo6WO/ghr2qKqB6zqh+wlNcqyT0UOOGkdUJJDarLHmtrlS+55FrQB581tAl1nkNpcMre4HixSVTya6oTtuI6X6Xz58CxvW4sMI5Ndt8JTM+v82ZOvcMncQpMSnpucZc4csZdUecLcZEHxuBk3MeSEOXPE5dImNcXjK8PzPOY84E/OvUJNFsKZQWpTVgLa6khYnqKyQF+m1pQUFWYaLXXMXlJlINl0YgdbiXjcus/v9y8LoIe9Qz+2OW3usej0p4ALEJGKN9w5gkzjg+Xr6KRsF/nJR53bk+V79D5hc/XzZ1FCwZ9OtSIUoijCSMJbrHr5FP4hR1C+J6NEOWqQo8SgRDlLX4n4d8a7+Puf/HVSVeLL/fMMIpuVdpdxJrp8uwhmKBVK5zhXeMRZF3aaXCJGJkIWUwokTEkW4AhdZk07pCTFDDJxMD5IxSFqkNpUlIAoV5jRRphSTIrMQVLBlESxHKcmK1aPYWJx32vxaGWdYWIzZwidRz810RUxARnEFknmYMtRIeCSxN62EDtNEoPdoMoFR1iCJqnJceuwiLdUUGXhwwUBgLGVkLLso0g5s8aIrEiBOlYS6uNXtlbR1JSVRp8Nt85xp0Nd9Thj7nLHm6Gkivu8owT8yPJbIh2s6IIrirCDKVLGdlgn1hXqqsv9sE0vLdFWx6xpHfaSaiE+NAoleBEuI8V0ogpLeo/nhqfJcpkVp08/sGiZLluRiBcVHGrRxfupzqwxojUzmSqzO0lZjNQT6z9fRIvHf7VqOssyfuZnfoZ3v/vdXLx4EYC9vT10XadWq33HtbOzs+zt7U2v+aNF+OjrR1/7z10zGo3wff8/+Xx+/ud/nmq1Ov2zvLwMgGOE/PjKy5hqwrfurPGR8zeoFL9IVRZWop5vMwxNzi7uocsJB66DpiXEvsbQN5mtjemNS7iRQEP2A4v9YRlDSdDklFOVw2nE4Tg0yFMZXU25v9ciShUsLcaZcZl4Jl6g0/Ntdsdlrh3O0fOF4vn6gwV2R5XCLhRwazTD/rjM+rDOuteY4t8sNebWQPhkbS0iyhTOlfd4vL7OnUGLrmtzubWNJOW4qUFFC6hUfJJMLhR/FrYaoRW2nzhXGMYW970mipTRT2y2vBqD0OIwEPvfmu5jqzFta0LFDKlaAZdmdpkpTWhZLqPYpG2KEASFjJY14c3+ErtRlYOown5Qpqr7hLHK+rDO651l+mObUWDwTOUu3bjEzcksSSbzycVrAIwSwXk9V9njIWeTeX0wHePtTcps+A0e+E2iTGEvrHBv0iTLJbpBiR2/IvCbsU2UqXiZzjg1KasCeXfbn6UTOthKyDCxhUc4bE8DIN7j3ORTrTdZq/Y4X9nlftjm+mSe5/qn6cYlNvwGipSxG9WmuyhNSvAyHaVYTYwzk27qcN1f5MXRCfaSGoaUcLa9z1avxt1eizyT+aW3PoCqpAwGJU6be7x27Tinzm3zeH2dMFPppSXeGi+zH1fZipqYUsy48JUeCXrKckAnqRDn6jSQ4YQjivAwtUSiUy68pgdJhbeDZbbTKm11jELGzWChKPbis3VUhBvKBIUMW44YhSb3R03c2BDUNzKO64fIxc5ykhh8oHKD99q3GGQ6wyKPdUYfs2Z2MeUYRcr4VP0Nnrbu85XBee5FM5RlnzWtwxljZ5qNfISC3IoaDIvDRS8pTaPltqIGLW0iQAt6h3OlHS6WRBjFx2pv01ZGvDI5zjvBAm11NJ0mPFreKCYATbaTOm94qwSZxrw+4EHQQpNSfrj1FuX3f1vTkhnfTmaSMgEAAdC8nNSQUP0cbZKjhDlKJK5RvQw5ykhNhaWvZfzjGz8AwCCy+dNzL0/54iBAH0dRkLYc0dImrOmH1GSPvbTCdlIhy2WWtS4zypiDROAWB6nNXlIjRcLNdTYKcERN8QhyfaqeHiZ2oUxPWNR6U7rWMeNwugeNc5mNsMn1yTzLWg8vNdgJaiSZEK2umj1UOeWN0TKjxESTMgw5oa66zGgjmprLsQKgchCJTrsTl9kIhUr/uCWcBDXFY1YbUlM8lAJlW1UFMMNRQm6P27x8uEaSyTw9+4BxZPBEfZ3Hnftctje4GcxT07xil+6xoPW5bG0wqw25E8zRS0tTyE2UK1ywt7GLCYoiZbw6WOOat8hGkca0E9dJkYsCLER+e0mVr3bOcJiIBDhLiThpH/Dp5Sv8YPNtlvSemGjpIy6Vt6npPsumyKY/ilH1Mp0lvceC1mdWH/4n69V//PivLsSf/exnuXr1Kr/6q7/6X/st/n/6+Lmf+zmGw+H0z+amyDs9VT3kc5tPsr7f5PzaDg3dpaL6LFt9slyibnjMOWMcXdxsdiZVTDXheL3H7OyQHJixxY6mabtkhcDLNkPSTEYmpxfZjEITP9YEgKM5wQt0qhV3mvI0VxnzyNIWVcfHUBOGoxLDoc3xWpftTg1ZT6ff76WdNe53mtPMYlXKOPSFXUSXE05UO4xDg45XYhQYGFLCQVQWYq+y8L1eqO3RKFB2q7U+phLTC0u8dbDAnV6Lq715slyiEzqU1RBDTrk2mefaYJ6qHnCy3KFtTqZ0riN0Y9ua4OghFS1g3hKWmj+agwzwQ+0raHJKNy7x5mCJ7VGFju9g6zFBpInIRCOmZgUCNhCIwulnOp3Y4QOrd9gYi0LzZOkeJVmQkxbMAWeqB5SNkDuDFn4q4gJ3/Sq2GhEUgJBxLMZqFTUgTFXiXCHMxfCnlwjVsFWMq7uxEJlcHS7wZm+JP+hepJs6fKl/gSyXeHOwRJLJPFO7S0N3mTNGtIyJ2IP5Tb64f45X3BP0EkfsoVObh8sblOWAOXXIVljnXGkXhYx3lW5zqbKDpiW4rkkay6RjDS/UkZScX7r3AdRKxCgymNeEd/qMsUtV86eJO4L8ZfKII/yn4VSxqtApuva3xwIMoUsJy1qP18ZrDFKbbuowpw6m1x39aagTolxFLzoLgFFq8rXxeb7aO8vro1UebW3yRGudP7f0IqqcsWz2eGF8km+6p9lIBCPcLLozU0oZZBa6lNKPbZb0Lm1FeH234zqbSY13V25zythjuSiUXm7gZQb3ojbfGJymlzhiT5lpDBObcWKyEwubyElzvwD6K8wpLh+yb/Jc/zQ1xWVN7QsftOayonfZjJusR0JEdNObo6G6XPMW2YwbnDZ3uRXMU1NcLtjbYq+fafyJldcYXYxELnEm9sGAUE0XWcWpLoqw+AKkZhGZmIkuOdNkMk2MtNXfrvMPr36c406H50enhU1QEUKhOXVIlKu84h6nprjMayILuixHLKhDekUn7GUG18LF6WGsXUxAbkTzU2BInKtTX25JDgu/+XC6hjgifwkmtcpm0OD9lRt8pH6d13vLJLkQVWlywkn7gBlzwiC2uD6ZZ9evcug73HebGEpCSxsXu1iRcFZXXcGclxNkcg4jhy2vxvXJPLYcTW1NIrJUvF9LciiQnKnJ7cmMgAVNSpSMiIOwzBPtDRqqS1OdEOUKLXXMKWufNV3Y7Ewppps6vDw+XoB3VBTyaZKZjOiKb3lzHEZlZowJg9jmmr/EtckC49SklzjsRjWCXGcnrovwlVTllcExbDmiqbm8PV6kGwscbZBpNJQJXuE0eXfl9hTjO68JMNER41qsIKLvqn79V42mf/qnf5rf/d3f5bnnnmNpaWn693Nzc0RRxGAw+I6ueH9/n7m5uek1r7zyynd8vyNV9R+95j9WWu/v71OpVLCs/3SrbxgGhmH8r/7+jYMlUt1mqd3HViNe6azSNL8tLstymb1JmeHEYr4+omb67I9F8lLLdulKoricaHdERxlZBImKH+r0CmiKImd0xiXyXCLLJKKJDrFMb6JDIqE4CQutAQALjgg6WGgNpiCLWsVDlnJmShM2xnVmyhMmkY6pJvixgKHXTQ9VykhyGUNOUeQMS0lR5Yz1oMHNwSwz9phVuyfIOsVo5DAUBXwcWfQ9i4kriFdDTNK8TpwqNCyP5dKAXa9Kz7Oo6j5pLlFRQ1q6GIP3otK0GFf0gF5k09Jd6rrPvDnk9f4ythqxG4jdzaXaDseMQxQpZ29cJkoVokRBkqDn21xo77E1qXHLncVUYgw5JUxV2voYW454I13kpckJLtlbbETN6fjoodImnbDE/qhM3xDTBEuLSWQZU4npxCVatosqZzRUl0OlTFkJuD6e52JZWEeamvi6LGXUNY+doEbHL/Hh+Zu8MVjm68Nz7AdlVCljzREiqWFi4yYGTc0tPIUa5+0dVqw6M9pIqHXdOltejbIWsmYJ5fSq2cWUYpa1LpqU8EzpNuWTAf/ynXeDDqEEQaiRxTLdN2f4v3z6N/ntg4f51Z0n+MmlF4o0l4S2OuKp6r1iRCtEPVGuYMgxJTmiWnQbQaZxdyRGjTIC2FFSQ+4Es3ywfB2FnIesTQapTZbLDDMbWw5FMEZS4dXRMZJcJs4U3le/RashVM9HlKJBavNnV14u0IYKD1mblGShGj9SXx+mJWw5RCfDUmJOaIfEucJ2WKMjO7TVEWt6h4oU0ktN7sYzHCZlwkxjSe+RleQp+OUoqk6TUsJMQ1Fc2sqImuKJPWku8Va4yPvqt7gdzjFQx3RTh1W9wyV9l1eDFQw5Zk07ZJiIz/Ki0WdR67Os9qgpHveimany+AgK8d88/WX++fYPYvQksS8Oc5ED7ufoY1GAM1si00RuMTmQizF2aogCnJgymSa6aONrFV4urTLyTErHQ55x7tBNHBrKhK8MzvPHm69wmFb4Uu88Z5x93l26JaI3FZ9xJpKsvtk/SVkThKuWNp76xkUSGdz05njcuU+Q699B8xpnQsU7yGyaipgkpEgYcsJLk5NocsoH27cIc5Xr/iJV1WNOFWSsG/48ipSz74sJYFYQ8a5PFjhbEuS7INdQyCkrAWEm1j5ZgYK1lIir7gLLZh9DjqkqPltRk1ltyFV/iVltxA13looWcH04iyyLSNRJbHCidsg7nmAymFJMLy2xUDDGa7LHy95J9mPhhBBkLIndqDpV85tSLFLf5Ag/04sJoMx9t4mpiPxiEDGOD4KWcGyEDvP2kBN2Z9q9e5nOplenXuAuvUyfcvXLsk9ZFvv/S+Ym18PFKb+9l5bY9pvAt/6TNeuPPr6njjjPc376p3+a3/zN3+SrX/0qx459Z+jxY489hqZpfOUrX5n+3c2bN9nY2OCZZ54B4JlnnuHtt9/m4OBges2XvvQlKpUK58+fn17zR7/H0TVH3+N7eTRLLh9cucMoMLi6N8/ByGF7UsVLBClle1xlOLHQ9YQTlQ5hqnKhvYeuJBx3Otia2AnXdJ9hZKFKGWPPZLY65t3z95i1RwxDkyRWSBOZuGNBLCM7sYBqmClL7f50bJoh7DU10+dyc4dJbLDgjGhYHl3fZuibRZpRysHIodMvs96v0w1KeIno+Aw54XTtkJIW8URjnXvjFl6sMYkNelGJO26bXb/CbW9m2pEbSsLJRofF1oB2ZcLTCw+wtZg8lwgSjRe31wDwAoPX769QUUMsJZrSoebNId1ip370cFOdshYwq404XTnAViM2xnWGicUgtnh+cIqP165QtQLCWCXPJQwtJk5lJonBkjPghH3ICbvDODHEnkUVO88/v/Yi39w9znVvYVqEg+KmUtc9zs/s0bYm03XAMDTphyIBa9EeYCoxz/ZOAQhRSmjTjUs4ikDcJZlMmGm80DnOO31xiLnvNQUScjBLP7A4U9nnMecBbmKISDSrx34kRExBpnFlsswx45Ca4rGk9zjhdFiwhqxYPUaJyW13hhd7x/l324/z9fE5XvBOsRmLQ8X7Vu8Q+hqt5pg4UJG1jMXHReLNTy9+hfe3b7MetoS61+hymFSm3cSDoMmdcJaSHNFWR9PIx5oixnWO/u0dXIpcjDzHU/7tvahNrRB7HT2u+Uv83sEl+pHFvDHkT828xLutuzxh3eOUvkdDmUyBHWUlYF4b8KizjlawlE+a+4KVLLu4uc5OUmdQMKrdXMfNdT5/+yKTVBS6khQxyCxuRbNsRQ3W9A7rQZM17ZCTxj4nDIE6LSsBcabS0sbI5FwwttGllMO0jJcbvOAfJ8g1dqNaYcdReNq6xxPGNr3MpFLASY481uNCNGVKMXup+F0eqWzdzGCY2niFmOvHPvU8UQUSE/xZiVz5dhesj1JUP0eOQInFaDqxJKKSRKZK5LKEnOYkpkRqivH25KuzBOtlnts7QU32WNT6bMZNPl5/myAXYRqD0OK37j9EjMJLk5M0ZZcoV/hS7zxBqgq7pZTx9ngJTUooKwEtbcJtf5bz9g66lLKidTmIK1PKmhDlqVPB4o1wARCpX5qckuYyC3qfw0gAUIaJwKCW5JDHSg9YMvqcq+5hKjFJLpMWrObtsMZuVJtOZRwlYMXo8lh5ndOlPSqqmORYSswwEcCgiuzzjjuPJiXccdtsRQIF/NL9Ywz6JdJUpqRFnCwfilxlOeEgrjBMhcjyTXelyGheZTeqAsJu2o9t0lzGT3V241qh7G7T1CesmV0eKm0yTgxxv7WGOGokUpSKzvaO2+b2ZIaWMcFRRUTi3WCGO+EsYaYiSzmbQZ0b7hx33TYtbSzWKFLMKWOPpiZsZzXF4044R5Br7IVVFLLvqk59Tx3xZz/7WT73uc/x27/925TL5elOt1qtYlkW1WqVv/gX/yJ//a//dRqNBpVKhb/21/4azzzzDE8//TQAH/3oRzl//jw//uM/zj/6R/+Ivb09/s7f+Tt89rOfnXa0f/Wv/lV+6Zd+ib/1t/4Wf+Ev/AW++tWv8mu/9mt84Qtf+F6eLiBQjm90F6lageAvTyzMygRdTnETnShRaFUnaHLG3VELQxE3lj23Qj8U2EEv1qnoAUGi0p/YhJ5GRy2xZ1ewlBgv1CnZYu88GBgg5+SJDJnE/OyAritOXpYW46ghcS5T0z12vCqDwKI3sVHVlGbJo2IFNE1XFD05p1pxiVOFSaQziXRO1Q6Jc3mKyrwyXOTebgvHCVDljMPQ4Vxlj1c6qziaRpiqzFpjvILK1bbEzz6MLWatMSU1IkhVnlpY5zB0qDke+3stXthd43TzcKqMlMmJU4VBaHG2us+K0eOeL07dDwLhu40yFS/SeHOwxJrTY9YYcdVf5hPzV/lm9yR7bpnj1S7doERFC3i8+mAKwmjprhgf6SP2wiqZLvO++Tu81l3h04tvFgIJmWFqUVEDLpZ2eHl4jLY1YTutMnAtTD2mYobcGbXxYvHzlrWQLbfGhdouqpwxTGzWzC53A5EkVNV9qrrPqt0ToReaz45fFaB6Q2TjdkObBXPAO5M5zjl7UwWsKqdsRQ2xFtBEslRNFR326dKeMPW7C6hymf2wwpXhIqPQxFJjOp6NbsYc7tSQApk8kVhcG7KsdRlnFqfNXf6wd2lKlgKx55pg0otLhJnGRWuLzahFmBUIRX2PB3GblVJ/iv6rKS5hJjorWw5JM4HyczOdXupwx5/hIHA4W97n3c07LBQis+Oq2Hsdib+mwjAyglxjThtORTFycbOZUcdEKNNs3L2kKjKCQxGi/vDSNpdLm3zLO877nXe4G82wETU5be4xpwz5ydY3xO9M9inLPtf8JdF1KAEn9APQ4UY0L8Q2cW3qTz6CRszrA/aSKqf0fQ5zQ+wlZY+9rFqoZofTYhDlCntJDV1KmFXF+PZIXHTETT9mHPKuT1zhq9fP8sTp+9z+1TPkkkSm5gQNhdiWGJ6CxedSElMirMnIsSjcQV38M0V4hJSDEoC9I1N9OOBf7L2fPzf7AnPaQMRd+suYcsxfXX6Wf7H1PsapxdPOHbaTOjtxnTlzhJ9qHLMOBcXKFoeJihywE9foRTbX8wV+tP4a20mdx+z73Annpt2hjDiU3Y7m2I1qtLQxNz0xgQwzlaoqAl+8IuawJIe8NDlBVfV5ubvG6crBNPXoyDJ43DqkE5dpKWMUKaMsC6SpXgSxtHSXk/Y+r49W8BIdTUppq2NmjRG3gnnKasj7yjdwE4OrcoZi5uS5xCTWqap+IUyMeLW3SsucYMgpbV3QtF5z1/BTfQqsMWQxLp+kYtduy1FRqGWCXKWs+Exig+OO8NZbcsQx45AFrc/NcJ6na/dpqSMqSiDeM0kVufA6P27f5yApM0xL9JISX9o9S5QpPFbdYJDZ6FLKRWuTkhRzNzXxMp2L5iYKGd/of3ti/J97fE+F+J/9s38GwAc+8IHv+Ptf/uVf5id/8icB+IVf+AVkWeYzn/kMYRjysY99jH/6T//p9FpFUfjd3/1dfuqnfopnnnmGUqnET/zET/D3//7fn15z7NgxvvCFL/CzP/uz/OIv/iJLS0v8q3/1r75n6xJA1y2RRTaynJNlEpYdMm+P2PUqpJnMYnUoLE6xTkmL2B2XOVHpMGOPmcSGiP6SctZHdYJII0lkVD1loTJiFJlsFTmYkpSjqylaLUTTRYyhURepT5OujVEJi0ivqICDyGyOqiSpQhIryHJOkKg0LW+qpl6ojNgblzHUlDBWiRIVz9HxEpHM1DRddDklTyUWq0MOvRJD16LnC4rW1rhGmktYqompxGxPqrQtd/pzzZojgrTB2C+xTZXL9W2SbIE9O+Vd8w8YJQZXD+dploQaWZEzTpY7nLd3MKWIoW5xGJVRpVSMbayUScVg0RaWm4oasB40qKgBH29f5XppgYOwzJnqPnO6QFmqcsZBJKIJF8wBb42X6YYlDnUHQ06pGf6U1PPs4AxlNeD9lZuYckSvVKKljfmmdBJdSWmaLhujOoqcMQkMVDnj9qDNXEkowgE0OeGmN8deUKZpuNMd+CgRST2GnHC2vM8kFfvXYWrRNITfs6F7rBod2uqIB1GbDf/bySpHatJBYuMWN52y7POIs84vd9+FWUmYNcckmcwkMhgMS5xZ3OfmzgpyKNF66IBvXj/Jp1pvTAPhDSXhymSJY1aHDIm9sIalxKxZXS7bG7zlrWArIbYcIUsZXi7iEE9aB8hFTm6cw6p+OAV2dFOHMNP42vgcM8aYhuayYAxYKeLzgkzDxSBGZi8pT+lQR91VTfHYjJuMU4E9LJNOmdXXg0UetR5M7VGHybfZuvP6gEdmhBr4VjDHC94pJqnJStGVm1JCkKsMMpua7DHIhPpZiOgyNuImFdnHzUSa1Jw2oK0IeIkmpWh5Qs3weNU/znZSo1SQnrqpwyVjG1NKeTsQAs6XJic4Ze1zEFd4xF4H4F44w4LWL8RuKkGuct0TO/lLJ7YAoZSWk5zYlug+kSLZCWQSciShR5BYMvokI6zIDD/goesJ5pfLIIG7kBPPR5CIsf+y3Z8GgMxqQ86Yu7zhrXLRDPnBGSFYjHOVq/4SthJywjwsVNNCrDevDdgpEpBuuXO8v3aLcWbyqn+MJ6z73AjnxfVyTFkO2IwbvDw8jqEktHUxHdkLKoLopyT04xJhpjKOTTqyQ0sdsWj0MSXBB9jyBPf5uN3hIWeTTlym/0cEdKYUi0lFVqGmePxo+zUAxqnFpbLgxF8bzXPW2qGsBCzpPU6bu9wO53BTnUbVZcEZEv1/2PvPGEvTND0Tuz7vjj9xzgkfkRnps9KU66rqqu5qNz093nOGM5wdYper5Wpnd7ACIVKQBEgCtIQoYClCHErkkiK5mCGH05xhj2kz7W112SyT3keGjzjefd7ox/vF6REgkb0/9gcbCqDRVYWMzIyIc773fe7nvq87VTFzxOamX6ek+phKREOfEKRabmAUPo+TVnsmsyuI2sKy6tHShtzzBNd8Thuz7de4M1ngamWHghKwqAtT4Dn9gKOkwAVzl6LssxdVZ4zvc/oBspSxGdVIkFjXO/QSnwvmDudP7rIT1tkPy+yHZZaMPmt6h4dRg88dPc2hW8Rt6RwGJSbx/wyIyx+mH8I0TX73d3+X3/3d3/3/+WvW1tb4whe+8O/9fT72sY/x7rvv/k/56/1//Xiquc9h1qQzdpBlMLUYN9bFARnoJJnE0/Vdttwqq3ZfOAURjUZL9lA0hxhTBr6FqqQksYJli0PQT1Q8RUOWBVdazVJMK6RiCTqLrYXsj0poToSqpvR9G9VKKWk+e26Z8/UjNDnhOw9PoeUxp2mkszWt0nUd0gzCSGWhNGJnUMEdGzzRa6yVe7ixzqI15OZggXo9rzhMFOaKU3pTmywTcI+S42OrIn6VZhKDwEKSMlacPlXN5Zq/QpLKLNgjdr0Kv7bwJn+v/+M4asB5Z49RKDqWtwcVTtQELMNNdSaZkNCXjf4sDtEJCxS0gG7gUNZ8Nr06C8aQ/UBQpo6CIqcc0QMcZCq2LCSgAJUjv8D9UYPtboUoUFlf6PLx5j0WzQF/eO8ZfvviNzltH7FmdPAzjddHG3iJTj+2uVLaAZYZRSZRrJApkqiHNH1OlwRBbSeoUtOmFKUUSwlR5RRNSmcXoyAVDN19v0xF80iROIyOe3oVDDlGlZJZJ+8xEem8tTd7rfXyMoX3khVsOUSRMoaJwS8uvzfDCc6ZYj/tlVXa0wL10136Q4eDJ3XOntnlv38gHLbPNbZJMokgVbg1WeBc4YBOUGDd7rKgiynq2PWtaWPGsS1KycdNNhpHPAkbsxu9m+q0tCFfHl+iH9ncnzT56eYHlGRP7LJiRxTXS5GYdtUht4KF2V6xoYy4Fp4Qe9+8YSlINVa0Ln6m8e50fWae2Y3Fw6yiTNGkOHeij7gbLLAd1dgPKwD0IycHLQj05TQTIBNTingYCZDOVlhnWReeh4vGLgA1ZUIvKVAkwZFitByPqmUpbir+7npek1hRxrztnuCivsetqIUtB/iZzo5b4YK9h0zGblTNd9w/MBOVlSn73iKHQYl9t0TDmtD2CqL4IQUlAimQefXqfW7846eQsoigrKB6KakqTFvWezaTcyF2JGTtqBXy7KknyFLGu6+d4Xd+4au4qUE7LnFtssYFe4/L9haPQnEh8DMRG3za3sz7i02Kss8gsXETg4Y65qHfZJIY/Fj1BgCHkWCwn9TFAVXO8Y+KlFJTJvRDi0tl8XUfRiXmjCl3h00sNaKmG3mTm2AU3PEWmdMmDBOLp8p7XOuv8NH6fSqKSy8uUFR80kRc3PbDCuuFNlGmctHYpSJ7+JnKNNPpxWJf7+TO9ZveMieMNitaly8NL8/KIC7WhLraDy2qusc7g1XOlw6Y08asOgYl1WdOawsoSFzimcITTCnirr+AIqXMqWP2IxEbBBGtLCp54cekwYXSPk19RFH2qSkTAKaZhpsZNBTRNCbn6o4jhTyMGphyOLvsJMji4il7nNMPWdc6fD65iiHFdKIiu0GVaWzwQnWT72cnWTc7XLR32ZNM/vyHOKd+5FnTVc3DMrt4kcZKqc80MjDViOXCgA+mYldydyR2qY8mddEBHBuUNU9IrbEuWkqUhKN+kUZtjKnGxJlMJ3cyW1qMriaYaoytRUxDnYrlsT8qkQHFgoepxeyPizSsCXtuGVON0OSEKFVo1YcUtJDH7Rp2LeJhew5di1HkFE2LaU8dNCWh1RyS5a1GspTN6FSOLkoout0CF9b2BXRjZBNHClNFkLskwNYiqobLMLToh6Ls28pjSTVtSl2b8v50lblC7g4n5UJpn/2gjBvprDtdghwucMNdZtEYoOVEnruTFo9HNRQpw4tU5myXOJPpBzYta8SWV8OPNd7orqPJCc9UtznKd1Jp/utGvslCdcSl6h6PJnN84+gMAD924g6f3XmWX1t+iwd+S7REeRVWbLF7BxhFJgPfolUUee6q6fFq4z47QZWGPuG7RxvUzCmL1ghDjggThR23QkELUKWUE3YXNzHYcNr0I5tG3qUL0AscarrLkjHgznSe+5MmL1UeUVR8KsoUP9WJMoVFrc93xmdwVOEKFUSoEf/26Nl8Vy9T0j1sNeQ3TrzNODF5o7fOxxfv8+Wtczw4aPB/ee6PGSQ2O2GNvaCMIScMI42HbmO2Ntn055jTJoIupMi4icFjbw7X0Fm0h3mRe4IGlJUpm359Vk/54eIDQerSusiIdp9jwEMqyzPzT0EJwIAb3rKgEOXT2N1ANAHJUkqEkk+eCrf9pfzh77KXVFCYE1SvyOTN6UbOvxZxmTltQkERWMV/8OiT/L0z/zaXyw1MOWBF685oUUXFZ0XrYkoxB0lJMJRzhlg3tXCkkJoc4iOmallKuR/Mc8Hc4SApcd7c417UpB2LzwV4pfaAo0gUdIzzshNNSugmBXHQJAUKSsBz5U2+m5zixcojzGrE//XKIs23wBglSInMC6VH3PilBUafE6sZfSxc1YMzEvZ+hrGt4zcQJq6JyntvnGLxkjCh/h9u/wx/59yXeN56RILEu5M1nis+5qR+xGbUYJKYXLGe4Gca69oR98PmzAugSQn/YuvDfLjxCIB5dciXR5doaSN+onqd+0GLljokyXRMOczz2CobhQ5zOWlt06vjJRqWGnG5vDvr4fUSDUVKGcUWTX1EVZ1SyXGgj7wG09jAUGJO5NOooUZEqcCUppnMCDM/iAVje1Hrzw5hTUpYNbrcchd5d7LKODLR5IT7kyYFNRAVqJrNaeuQTW2OaWzwpnuCBXM4U5+a+gg/U7k2Ef3fRcUnQWKYCNrWtwZnOOMcccoU3+eGOuInm9cpyR6ylFKSfSGhZxrbUZ11rcPr3gbFvPvZlCMeRg16cd47QO4l6Z/kldoDvjc8zScrt0iQKefrnmNgzjTVaapjHllzRHnnNP9z7Ij/Y/zQ5Qhbd1kr9+h4BcaBTpgqTAIDb6pjVCKCWKWgB0xCg1STuH04z7NL27ixRssa8Wg8hyqnqFpC2fAp6j5uLKJFx+YlS4swFMGMXiiO6Ho2QagSujqt1gAJaBUnLJhD/mTrEkt10QjkJxoHnTKnFto4VshOp4JjB4K8lEn4sSoKFUoDRoHJvDOa1RO6sc6CPeTIK9J1HVrNIaqUEsUKipoShwqBL6Ts/tTC0GJ2e2WqRYGVLKoCOmIqkTBcKAFfOzrLLy29y6Zf55a7yI5bYd4aM2dNaOrCpfnV7nkxXefYvIomHnArxQHDQJRdtKcOBSMkVmUejBqsFvp5xEil4zrc05oU1YB+aNEPbLxII83gUnVP7PFy6leaSVQ1lyiVeRw0KCseR0GRFVtM4jdHC4wMkw/XHvHQbbAzrTBnTxkGJkdREUcJuDdpEqWC1LVmdTgIypwutpnGBouGaLxJkWbGjbo2Zc3ozOrVKrpHmkMMNuw2hhyx6depa1Nu+Uu4OTC/rIru5/O26APeCuv86eEVHrXrrM/1WCv0OO/szxpfzlt7/Mn4Emm2xG9uvMk/u/sSf967wq/Ovcmb4xOz2jqocLW4xdujdd7qreFFolP7bPGQDfNo5uQsqy6TxOAoLBJlCk19zLXxKi+VH3LZ2GY3rqJJMZ8q3mSa6YA8K0wvKy5Fxee0cUCYCaPQQVzGSzQeBPOzg1fQvOw8dqMQoaJIKU9bm5iyMGHtxoILfOzcLSo+Z819DqIyFUNAPIqyxzcmF6iaHgdxZdbClOR/p4O4gpK7vt3UYDupc8+f50POQ6apIRCCaUovKzDID1hHEofOd/qnOD1/gJ+Kg2g3qglOs5RiZhG6FPPd3ilONQ85TMssShGJJFGSE/aiKvthmWcd8fUU53z2owpHSYn/5JPf5o+ffIzyk5TqbYkvPfsUf/3k97n7N+f54lefo/xQItElFA9iC1QXtDEkFqBmqAsuh2/Oo/kS0udrPDk5xyARzPSnC09m0BiAXuwQ5ZG7cc4DL8oe3x6dxVECauaUdbODkl+mnrIEsa0oi1VOlKqsGR0GiSBERZkoE9n063ipTpSK/m1LiWiHRUHyM3oUlIBOVGDeGOImBikSnaiIIcckyFzvL2IoMYPQ4kJxn4IczbKyxya43aSMRoKeVyaCqIU8rtasai6P3TrvHyzyCxsf8HZvlS2vynPlJwKhOjxByxjzXPExfqrxuYOrnCkdcRiWxNpFSrnk7IjWJa1PlCncD+bRpISrxR1a2lCkPhSfujzF0UPCTMmn3zHTTOdh2GJda/OOv8610SrPl54wTOw8Wyyk6FFi4qYF4d5XQ66NVtmeVDnjiEvBSV0YyrYjwWCoKGK3/HRhKy8qyTitP/qhzqkf+YM4TDV6eVVfzZxyMCji6BGdoxJEEr2ghL7Up6ILbvLusEwSyzwYzFGzXJ5MasJZmMqs1vrIUkbHKzBnTcAQwG8/1jCUmDjHT+pyjB+ppKmErIuqxaIR8kxtm88/vsh8dUx7LG5cTw7rGGaEJGUEkUoay8SJTPGYfJX3DgPMOyPcHNmoyzFFNaGkisk9y1nVYaqwUhnwsFNHtyIqBTGZS5LYYzuWyD97sUaKxOnCEb3I4dGkzo3+AqvFHjuhCLrHmTIzaFhyyFFY5CgoMg5NgkSlXOoSpQp7XolFa0RDH7Ol1lgt9Gf9yV3PRpEy2n6BmjGlYnizvfu+VxIXHDnFyTuWNSnHd8Y6cSozZ074xsEZPj5/n6/tn+G31l7nmaKPJsUcRmXudxuYzZhvtU/zS4vXALEH62gO4xyCcrW0w5whwCP3pvNMYz2vnBNEn6Y+YpKY4nud18fthDXGiYmXaMhSyrrZneVMl/Ue96bzfKR0j81Q9LdGmSJK1/Uxf7T7tPAMyAlXazv8xuIbtOPiTBLrxCWCVOXL3YvUHbF/fnO4zt+78kf816/9OpcKQoZtaUM6cZGWMWJJ6+MWdOZ0ke0exyYPJ3NcHyyKJhslQZVSBqFFRfd4ofyYK9YTXnHuYUoRtix2ixeMXfxMwyGc1dYppLipIfpX80lGljJO6kezSWGcmowTi0dBc8YkdlMD5ICqOsWUI0pSwFZcRZcSBonNJDG5drjMNZb5rVOvc3OyxPOlx6xoXaapwareYaE14ANvhYOgxLPFJ5Rkb9ZZe8ncRpMS7oeCiHXZ2p5NXkVlgkJGRCw6ktUBmpSyrrcJE5U7wQJXzS1sOaAbF/jW6Cyvlu7OeNonnC6j1GIhl4FLip9DNYRTuKZMcod7jJ9qjGKLRWPAxi/d5/EfnCYx4eGfb/Ch39xkxezx3/zMF/hK5zw3r62jjYXDOjFEW5McQeW6zPTjEtaRhDbNyGT4J5//NP+Ln/oypiTUr0VN4BwP4jItbcT9YJ6toMaS0ceWQ265QsF7uXifZ51NHgStvCkoFjjVfMrTpIRJYlCUPQaJzTi12A8rDCKbaaKzYbfxkgaWEtHQx3QjZzbxVvKIzjFsI0g1JonBktFnEgjfRZI/l2Qyro+X2bDbLOp93puu8pHiPRIk6spEMLnzjmqAfuzwwG0KZKZfwNQj7k2arDgD1ua6/MXhBZ6tbdHQJyzoQx74LVraiF9ZeIf9qMIwtrhiPUEh4z1/dRaBSySxC59XhzxvbRJlMg+jBkd/SQUZp4LS9q3pOcqKS0n2uBUssR9WmEQG3+gK9W3V6bOgD9GkmKY6ppS3ip1xjvhO+xRl3eeB2+SUfcQ4NTHTEEfO2+IQK4CDTEjkb45PUJJ+kEz49338yPcRy5LIMvYCm+s7Sxh6TNMeo5oxWimkUHc56pZ4PKpR0nzGec42zSSiVOFoUmAUmEyjH1C1DCXGTzRMRTCjm/ZYAMu1gJY1zilbKfPVMY4dYGoxphrxxK1RsT0qpsdSeYgmJ8hKwgvLTzhV7DBXFPnmxYo4cGUpZatfJUxVqrrHkjlgGomDeMEc0TJGVDUhG7XsEbYaUtLFTliSII5Eu9Oo5yBJGV6gs1Acc7LSpWmPWTIHADncQmLRGfJK5QG2HNLUxlx2tjlptTlj7tPUxzR1YXhS5JQ4lRmGJoNQTMWj2MBNdV4oP+LQL9IwJkwjfYbBPOZFA7Paw4IWUDemWGokdvahwSCy0eRk1g+8O61gqYLKdKLU47sDEUmy5YBT5iE/f+IDTjtHtOwRN6ZLqLLoVL5Y3OdScYeKJia9ZaPPJDIYx+KWX1Y95o0R3UjUARYUH02OeX1wgm/1TnNnMs/jaZ3XD9fZnVZ44DWFLJ+XhT8a1wUfWfZJkfh+9wSf27nC650TLDpDfnvtG/yVxbe5aO2gkHJzskRdnTBMHMqKML89GgpJszNxZrvzv3H1e1wbreYd0YIq9YWtC2yHdRa1AeumKKx4uXSfzzRu8teXXuPTc7eIU5k3t1bZ7AkK232vyZdHlwAh2aaZxG1vkYoccj+Y5/PDK7zhnsoPaRE9qSgu3Xwqu2xvkSJc0aYcYufu5OPO4nZcIkHmtr8EIJCRSZkUedbMZMgRV1u7JJnESf2Iti/q/QD24iolxeeSuc27gxXebS/nsAmXda1NRZlSk30qcsiHTWHy+suVe44kLhKOJB6EChlRJlCQn5y7QyPPE+ukzKtDEesLWgwSmzBT+EjxLkGqcc4QsJUvD57CT4Ub3JQj3MygqHj4mZ4XhbQ5ioosWiP48R6pBkoA//QbH8fMI1y/3Hqbn/rIO6y8vENiZmhTCfvlDtP1hP6zMYqSImUiVyylUH4A/8P1V1jLCWXbOR3rGH2pSTEX7V1+//GHmCQmaSZxtbAlDHX5ReaMfkBFcRml4tJ5TOya0yY8yRWJTlRkQR9QUj0cRTRayWQEqYDdxJnwQKRIRJnCKDbZ8qqz2GBTH+VoypCfaN1k1enTNIRTumWMZs55TUp4Es6xF1XZjaq0kxKD1CZBJkFm26+xNakSpCpnSkc0nClhonK736ITFdgodWaTtyFH1NQpDXXEitbFTXRuj+Znr90oU3jXXWOaiUhjO0e+mvnXv6G1WdJ6vO+t8d2JIGXJUsqy3qWXOGxHNdJMpqZOmbfGbBQ6qHLKjlvBkCO6OY3OlCIcOWCcmJyvHLDq9KhrU1a0HmGmkmSifWxd67AfVRkkNg/9Jp24yLvtZe64Cz/cOfVD/ar/iD+OQ9z395skscx4ZLE/LfH06jYXFg9YqQyoVyeEsYKfqGSphKlHrJd79FwLRc4IE4WRb7DTq2BrEXujEnsjMc1NYx1dTvATlUlkiDaRwBa1hWpE2fJZKQ5oWmMeDep4kcrRtIClRthqyKc37tINHL71b57FizTWFrqM897h7VEVd2Rye3ueIFW5MVhEldJZXnjXF9CDohpQUH9AcOn6Dq3SWITjlQRiiSSRKTsehxMhmdhqyLLeI0g1bvQW+HTzNk+Xt4CcfqP8gNt9bNt3Ex1VSklSmSBWedCbY39cZBoZjEILhZQ3hidnE3zDEvL6yXKXOBMtTjI/MPyVNZ9u4KBKCTVziqHGQqrO4xF70zIj36RhTdjxqiyYQzp+/nfJwQtLef5Rk1KOAiGhiWzlGDcx8gPNwk11dCVmyRxQ1jz2ggoyGYW8wPv98QqTxOT5yiZFLcBSIrr+DyrMGvqYsurNzCCfmb/Jn+1f4vd2XuCt3hpnSkd8euEOrzbu82vNN0iQWNL6M5byojlgkDgkSCTIrBo9Orfn+Kn563xm7Ta9yOHt6UlOGkcsWQMeT+uz5qQrzT3+eO8qj4MGRVlUAppSNONMu6nBx+t3UZSMM3Miny9LGYdBiX96+FH+SedV3vRPsKz3ec07wU5Yw1ZCDiNxmJYUnyWtR0V2WdG6bOiHQlaUxE2/HZeEiSps5ihPg52wRkMRva3PWJv4mcY4sXh7eoJuIh5iK1qPX6i/w6lahz9sf4ifbF5nmuozyXWaGtwJFqjoLj+7ch2FjDBTcKSIiuzOcKHt1JhN0fPqkCV1wDTTZ07wdlximgkD3Tn9kP2wzLXJ2uxnV5J9rpS2+Vbn9Mzd62ca3+qd5vOjq9zwljllHdGJi+xGVcJMoRsX+O7ojKB36SP8VGNOE3Cbjyw9JLjiIqVQf0/iH954lV7scMdb5IqzzU+0bvL8J24zPRHRv1sjUzIkLcXrWZi9lPqbbeRYwEEK37b5g6MXZt3Qx3jPrbDOotbPFQC467b4oLdEUxUM/SVNQElA4FSFa19mL6pQVl3KimhmUiTRSHV7ukhTH82aybxEoxvYtMMCLX1EWfXQ5ZhxjrA8Lrgx5Ag3MYgyhRNGe1ZcMaeNaWlDlgzB9N6PqizkErWbiHVCLy6wGc5x21vk28Mz7HklVgt92r7gVv/KwjtcKO1Ts1yeLzxm0Rhwf9pknHeYlxWxxgBoh0Wmkc4db4Fz1j4NdcwJo817/hrX/RXW9I6IpCV/6T2rjHnBfkBLG3LB3M0PVIuvHZ3jKCxRUHxOGEecsNpUVZdfbb7FojXkGUsY5AaJLS4UcZETRpvT1iErZo91s8MgsdFzgE1TEZc+Q47wM52n7SeC7CVltMPiD3VO/chL0/teiWlUplkbkaSiK9ePVN7bXsaxA+JUZr40pqiJHG6jNsbRw1xmFodOf+igqAmKktKZiNA5wN6knFvuFcaRyIcGscrBoESl4Ip6RFXIyPcHDcqmT3dq4+ji0FTllFP2ITtuhbnrIUfaHNbH9gkilW2vIv4cSfQLv3+4iKVHKH9pmoxThV2/wjnngJuTH9y8NDnBVkOepHmvbgaqmuAGOqoi3kgFNeQwKjNNdM5XD4gyhTW9kxtmIh64LSqaO2O1Bql4qdztNVkojlgqDul4DuulHr3AZm9SwlQj2l6BvmuRZRKqklIwAp6MqxT1gEVnyLrVZcevkmYS94cNnqruc3/UEMQwRUSH2mGRNVvkWF1DKAMVzcVSIl6Ze8gX9y7wX5/4BgdxmTSTOe/sEWUKjzzBi+5EhZmzuay6An0npcybI3qRw6rVm0V+yqrLvDbkQmEPhQxDjtiw27iJjlGOGUTWDEhgaDH3/HnujlpUDZf1Yo9XyvcZJjZreoftqMaXDi9ydnkfPd+XjVLRAlRWPHpxgX7skCoyn91+mpXLYpe8rPeRDbFj6iYFLtvbfHXnDDedJd7rL1PWRbmHIQsO85re+UtmEBGd8lONou1zpbzLKDb5cPFBHrOaY5xaogkmMdn06+JzI4sTdpdzxh57URVZTikqPpvRHBVlKiAQCEDBaf2A++H8LOM8To0ZY3uYWLTj0syQI/5eDrfcRc5Z+2hSwnOVLa4NVzijH3DdXyHJLyijxBQACqvPCaPNILH/Ut1ijJ+FKGS0kyIaYg9+nGn+wFvlvLnHBf2Ao0SUNmhSTEPy+LXqm/zF5KKY1KSMluyxovU4XzpgXhtw3V/GTQzW7B5nzAMcOWA7FO8VhTQ3cMVYSkQ/dmavlShTOGF1uO82+cXz7/HZ7gtY+wrlLzrcXW5xunDEPX+eljaipPn83HPv8qc3LyP1dS6c3+bW1gJGH+j2aX+ojrmvYAzh+ufOU/wVkY0/7oMWVDoxzV+cO8BLNBYdUf/oSgaj1JxFt0BEnUx5wiQx6YYFVko95tUh7+VkMS/RuOfO0wkcdpIK606XB+MG/dCmpPpME0NkjTOJBImTVodOJOh8thIQpNoP6GemiHkVZZ9xIjqL3xmuClSuIvq+jy+RbqpzayTyyhdyF/RNlpjThDJyxjpgwzximhpU1SkbTpuH0wZpJrGhH82Qq9/fXWeuIPbiCTJkgjnej22WjD47YZ1e7PABgpQ1jG1qqlAYy4qbV1KaAmTjDDhtHWJKISVZ9F1vWIf4mcZTzi57UXV2gf7u8DQ3Ogv83OoHlBWP3aDKLsLMOKcJ5WKUmjwIWiR5xM+RA/qxzaX6PlYw+qHOqR/5iXgUmESJgq1FOHooigpsF8OMGI0tknwfK0sZqpTihhrTUKcf2EhShqVFVMtTDD3mQ0tbTF0Db2AyHVqi4lAN8po9iboxFRneSCFOFLpTG0uNOPKKLDgj3EhjuTxkyRlQ0j1MJeKR1+B08YijZ3Wa10I0JaFZEC/SJBYvQkVL8T0dNxAAkr5vMQht3FjsDG05pGWMZ9Pm8d9HkjImrolR9YkilTBSKZkBjhpw2dlmx69Szo1W+2GZ7ahGLxGT7yAS3b3Hrug0k4hTgcMcBSaylFKzXGQp5VSxTdn0hflLSjG0WHyfQnErrJoeF8v7PFPcEjdpYySY34bPKDY4XzkQk35osONXcNSAXa9CTXfR833xsSnOkCOeru/yhd4lFFJ6scPbo3Umiclp6yiXluJZp+idycKsdq2k+mxNqnTDAvthmX7koJDNHsIg8pAnjDZz2oTLhW1eqjxkHBu81V7l3zx6hmu9FVadHp+q3mLJHFBUPNb0Ti7HhjxX2xL0qqBJmCkcRhUOI3H7TpCo5g+Hg+0adXPKHU/kPR05oBcX8sL4Ci8vPObPHjwlcHuFDr+59DoNdTw7dA/iMjemAhZgKwFFRQBrrthb/EzlPZ6Ec/ipRorMaf2AD9v30aSEk1abpj6moU+YxAZ/3H+ObwzPiXhRLKTRY7nNT/VZT3FDHbEZNagrE+a1AefNvVkt35Lapyh7mHLIeUtcipramF5cQJNiThpH/ELzXfHrM5XtqE5R9kQxO/LsgWnK0ayoXUSpFKJM5rTWZS+u4iaGKLyI6hyFRf7N0fPcj+ZmUq1CxjjVuOavYssh3xuf5k7YQpPEKuMjpXvcyt3dYpobsBdVcqKWNZPnE2R2wnruzRblBNt+jSDV0OSYOX3C3VGL//TVb4laRAne++J5Hrt1ThhtZCllzexSVj3+xtXv8bOvvI0uxzx38gnbvx5Da47WRgft+T6pCnII3/7C0/z5wSU0KZ7tpf1UZ0nt83P19/hE9Q7rdpevjS8ik+ZISU98r+SQFU3Q14xcJr/rL7AV1SjKPu+PV2bvH10WRkhhgBQqVS90iFKFeWNIRfOoa9OZy3mSGHyve2omUx/3EoOYxEXz1wQ/0dic1Lg/avDawQneGp0QXe6TJiecLlfKu6waXebVIctmH1kSPOxjp/IwsdgKhLt/1epR1QRRTJcSKopLGKj4sTqDuLipwR89vsLXt0/zwG3S0oZMEoMH0wZvDdb5082n+P3Hz/Ht7mkqisuG1ua0fkBR9rhY2EUhnVVHBqnGIHHYjWqcM/ZmkbpxalLTpgSxwqreoaUNOPKLLBl9DgNBLnsSztFUxhhyREsbcto4wE81mtqY50uPmdd/uIP4R34iDhMVXRJUqCgVRKr21KFZnKCWRkwj8aJKM4n7/Qaua1B3XPxY5HIVSdBeNmodPmgvUC259BIHw4o4XW2zZnVFe4gaMggtGs6EiuXRndroaoKXE61MJaaoi52ol2hC+gwc/ETjxcpjnv7pW9x7ucGLlX0eTeZIEhlFTYgDhSRU0O2QOJYp2zFhrLI/LvFMUxRb3HYXsOSQk06HdlggVhQejuY42erw8KBBlkKp5OEFIq5gKZEoKM8kNsw2nTz/uu3X6AQFlqwBG06bOVVcCA7iMoPIErVl9oiHwzk6XoHFwpBBaNMLHJadwayBylASVC0hjmWKWoCpRlywxQv8jfEGd8ctokQhSFQquitYytaEUWQyiYQsv2AO2ffLnCse0tJGs4nkeAL+11vPs2F3UKSUS4Vd5nLz0EahI4og/BIbdoerxW3cVGcYW8xpwuh04IuJu6x6XBuvcqGwR5SqlLUxbmrgyMI5em20SpzJNI0xZc3DkOPZQ2qaGmy6dU6Zh9SUCePU4sZ0iU+Ub+eyVMr9cJ5Nv86SMRAP8fyNvxlUceZcilpAM5fQBS+4P5s+CkrAL55+n88/uUinXGDDPGJJ6+GnOg+CFp/bucynF+8wTGzm1DGaFFMyfeYVQY+6YO7ytfFFlvU+pn406/atKK6IEKli319UBJlpN6jy/mhFEIqMCRvmEQrpLFuskLGhH872Zt2sgCMJNu9BUqYiCwkxyWTqyoSjqEQ7LBJkKs/aj2cgkJoypaZMuOUvi7xsqrEbVITqoYj3lhMLSfycsc/1sIkjBzwJRFm9JiUcRSVKqs+V+jZuauBnOo+9Jn+l/LbAeuY1lUGqsq516CQaN7yVGZ85zFQmiUlNnfD1/jmKZUEvO2UczlSJljZkWY85zI1GlhIxp4rXx5LRp6x6bPtVPvlLb/G1P34ebQxv/cVTXP3lnVmJhZ9qLJl9ThpHwAavHZygUR/Tea7BZDqG90rgiF1zbGVsfWeVN39+gwV9IL6XebMSiIiSZifsRRXedk/yicItBqnNOJfrj5IiN90lRrEwGPZCe9YGVFR95nXhh0CDSZ74WLCHOU1MZsEYMaeOWdZ7szx8UfFRJJ3TxSM6kfhvNycLDEIbL9FYMXszxex86YBpbLA5rfF0Y0dEEmObU06bc5ZAbx7n2o+jRYPEhoQZMOYv/57PW4/yhqky3aTAqfk2SSpzydhhmumsaF2en1/h9d01vr+3zorZZ3NSx09UXqo/ZnNYwws1HnTnqCwLcM9BJNz8i1qfcWLNzJPPWI8FkjIui5gfCb2kwAVjV5RzrMhEmcq3eueQpYwr5tZMvhaxvpiGOqauTPAzjQ39CE2K+c7wLC9p13+oc+pHfiIGMFXhSuyNHR4f1RkMHIJYZRiYhInCMLSEqSiRkeWUk8Uuw6nFcGxx0CsxGNmCvjS26fYKSErGaq3PkjUAxMOnpYuO2QVrRMOcsFweEiUyT7pVzpYPhZvZGeAoIW6sC6OTbxGnMtdGqzhqwHxhzNa0xsP2HEU7IApVSCWyDKJAxTZDvFAjiBXSDKaxwSg26YU2h0GJO+MWw8iiGziYqpCxk6lKGigMugWa5QlXKzsYcszWtErLGAmpMlXY8ap0ggJxJnMYFIlShU2/zk5YZd4QEPQlc0BDn/Cphbu80NhkyRxQUAMa5gRdjglSlQVrxDTUmStOOdXs0PEcDt0iD/0mh1GFXuQwCkwkKcPMLwVioh+xYA1R5ZRlc0BVdVm3u7mDWUhF/dhhmFgUZY9fXrnGHz2+QkHxOYxKXHdX2I8qtLQRl+1tXig/xpRF8f2cOiZBgC2erz3JdzcFUR6fKnSi4iym8Z3+Kf7x1ke5NVqgpPm8XHnIh4sPZvVxmiRapdxU50Jhn8OozA1vhXFiEqRir3Q8nR1FJXo531pcBgQv988fPsXzi1ts2G00OaalDXmjvT4rJejFDmXV46rzBFUR3af92EEjoaGOKCsupyttynlt4THJqmFNCFFmHb4XrR32wzK9pEA7EbnZijKduaOLigDP7AZVLtk7PFPa4iOVe2hSwnuTVb7Su8BXu+f50vASW1Gdg7jCKDUZpxbruQrgqGLHniDh5F23CTJNbcQZ+4BhbM3cvKf1A7bCOvOq2CVe0A84bQiCUT92aMdFDoLyrJ5ulJozs85Zc59HXoPb3iIHgSB2rWhdseOWBYDFzVTGOY98We8yiCy+NT3HV6YXOGUecEY/oBcLslhLEzJvQQ2Z14YUFR9TFjV4x07bFJl+5GBKMct6b9ZmJJz9gva0YvZ49mdukOpQ2Mr4f/7pj/PuZJUgUzlhCADFILE5Z+3T2ayhyin+nITxjRLeYkx2dQwSZEqG3offf+vFvCdXZ5A4+JmGJsXC/ZyIDuMUide9DW75omDguMyhF4r9qCEnGIqQhzUppqmPqamCTFVRXQpqyDC2BLgmk2joE+a0Mfe9FuPEyn+PiLLi5rJ8xiASxsFlU1DzdtwK7w5X6ccOO6FAUZ61D3ix9phxZNLQx6waPV4u3qOZv//acSl/b4hpuKaKi7FgqIe8UHxESx2KyVWKmFfHzKtD/l8PX+KX5q9RNjy6icP7ntj/r1o9wkAjCDS+cXSGj9bv88nmHZ6ydvj44n0sPeJyay+PwGmzZ3VFFvtzNxOXfkGFW54ZCf0cLgPgpgYvFh7SUEdcLOzx6doNIpTZKqQbF/ime5b3pqu87Z7ghrfMV8cXeXtygoY+5ra3+EOdUT/yE7GpRtiamHj9vgkSGGWfoSdchqqcIpsir1o0AyQpYxiZlGxf1O09mMdpuOxOyiSRDBLIcsqCPWLbq7IvlZkzJsSpgialFLQAsHlvfwnf1bm8tsvt4TyGEjONE/qpJZCQuogdpZnMJDLYd0sYSswwMGmUJvixiqolhK74EelmTJQo6KowYBQNkQE8ZR/xtaNzlHSfg2mJkW9QMgPcUMPWI2QrFrzbqcruUYVBzeZWf55Xmg/xEo2q5nJnMk+cCaKYG+uUNZ+qNmUYiwP+mPerZOlMruqFDgvmkBW7zyCyGEcmYaoQZzJpBhXTo+06lA0h+98Zt+iaDq+U79P2RXSr59m8vrfOR5YeIUspdW3KojHETXUee3NMY118bzOFJ8Eck9hg3hiyE9Y5ioo81Tjg2miVE3aXqiom1U5UJFSVmZRmyBFLWp/HQYODoMyiMWDRGs46YQ05Zt8v8cZ4HTfSWC/3+JmF67S0IU4efekmBRr6WMimckwvcjhtHTLMbG6MF3mu/IR3xuusWV3CTDhRh4lFWRFO904kcr3Hed/oicP6mS6njEM0KeEgLvMry9e47S5wGJZwcgPZYVThN0++yT9485NUDI9XHBG/eWt0glcr9/iL7kUcNaSqTsVeyrdnBKZFtU9RFvvpt6cneKVwj0SS8VN99rD1U20Gazh+8ExTI999hXy6coPNcI5JYjJJTN6brJJkorXnpNVmReuxNa3xc9XRLNs7SAThqx87rOodTEsYr9711lnRxM/pPX+NcWLyKK7hSCGnrUP6sThERLvUCEcO8TONKBP7fVsOOG0d8tBvUtG8fJ8twBfH39tpptOOBWKxE5dmhiOFjJLs52azhGK+ry/qHhedXcJMQc5XFMf9xdtRnUlszg4KQ44w8ovdUSQuAieMNr3EoWWMMV/tkH2ujr0v8c2vXGXh+X0+3HjEnDZhP6pQVjz+xke+ye/94SeRdPCaGXIoo71exDrKsA8lvAYU7mv8n4Of49de/j4rWo933XVOGG38VJtVQ67qHTpxiXFicstfpqGOkBGs/Mu1XWQpY93siB7qVGOcmDPJfE6bYCviIK5qQsU4DEocBiUqmjdza6fIhJk6cy93ggL3pk0KasjBVBiQFgtDhnnxvZln65eMAacLR7zkPOBh2JxVFR43zbmpwX5Umb03HTmgpojCBIWUDb1DMafSBanE73de4rnWNnV1wq8232IzanDXnefD9n36sY1phVRtcaE4a+7hSCHdpMBLhQcUV3w+WriDjnhtVJSpQHvGZXQp4ZujcywZfRa1AYdRCT9T8/KUKWGmshdXZ+qAaEGLGCbCKGrLAbtRlZvTJYqqT1Mf5U5qJS9GETjWuzkC+T/08SN/ELdHDoEmcbbWptScMB5aVAoebqih5NGazsSBAox9g7LlszspU7NcClpAY3lA05mwOyxTrU1wfQNZTtHlmGmsI8spvdCm4xdmWeQwVVDVhGp1wjAUO2ov0hgFJk17zJXyLptePT+0wY11zpcP6YQOw8AUmcLCiKrpsaOWcQcWBSsgiBUmrslcecK8I+Tax16DLJPoB2Jq930NUxNNS+/tLKEZIjYRSKDpMbcHLRQ5Zd8vo8rCXBPmsaIUiZLmM411jsKSMHDkXZvHcroth4xikxSJQWQziCwGoUUpN7ulmcTVxh6OGhDEKmuFHmGqUtY8eqHNa8NTbA8qVG2P1WKf0Mn/7EymqY944LbwEm328xtEFoaccBCWOAqKFNQAN9HZMNucs/b5F5sv8UL5McBsovQznUlisqj1ueEts661WTW6PGXtzA6cnaDKtaMVpqHOcnHARqnDqtXjlHmIn2qzTtPjB++cOuHGVGAP5/TJjF71cvUBj7wGhhxTVjwmiUlLG7IbVLkzmedc4QA31UWLUKbwZn+d2vkuKRINdSQmU9nje6PTM4DHgjbgvteill8u/voz3+ezD5/mG8ULMy73Tlib7f22gjr7fpm6OWWQONTlKe2kKAAXqclle4tr7jqLep95dUhR8fhS9ylOOW1a2oh5fUQnKs4gJoqUcS922I2qKGSiIxeZ36i/xji1uOUv8Vp/g93JMxx2y/xz7SOcKxzQ1EY5BlBEr8zcRTpOLZb1HuPU5KR+JEotnAO2ohoDSTCCRZ4545XSPWw5mMWjJomIpoDAWxaUYHbJWtfaPMqaOVNbYTuqM00NKsqUJ8kclhKx7dd4rvAYOyd2fWX0FB8p3uX3d1/gb658i4Y6oiSLaVjOUZDH8uItf4mWNmJR66NJMVGmCnqSNspXDTGmFPPErfFX19/mdy9+GtWFTIH2Nxb5iw/rnK8f0TJGJJnMnDam+soBe/tVanNjpu/WiU1oP59i7ypMz4RU3tEx9xX+9esvMnjO5rwtVBdZSrGVIDfJiVIBcVgqAvkpeTxV3UeWMramVaqqqMXsxQIlOk1FhWdNnWDn329bDsV7W9EZxwaDyOKh3+SyvY2fF2AEqcYDtymeFYnM7UGLohFQ1j1UOcVWQrphgTvhPKqU8uHig9kaxJEDukmBe/4CnUjwob1EJ85klszBrMEokWRWlC7z6pgoNzy1E4s/HT7Dj1Vv8PcffgpNSvnp6nt8eXCRhi4y5BfsPU6fFTL3XXeeKFOxlTGylDJIbD5kP2ScmnTjAlGmsq63uRfOoyDy5oYsGNvD2Ob7nRO0rDGN+pi3pydJEQCfghIQRBXOm3u5f0AiylRqyoRG3qC1ovZmndHTTKcbF0gymXv+AtPkhyNr/chL04qS0SpMqOgeV1q7nFjqUDE90lTGCzSSRBQ/VA2XhdKIiuGJ6sNIJ0xUzlTbLFgjWsUxC8UxVxZ3ccyQQ6/EvDkiTNVZ5+79foOWIcogkkRmoTgWxq+puDUmmYSfI+Rq2pSmMUaVUpbtgQBHkLFR7tCwJsSZTJzJFK2A9dU2JdPHUBMKtk/Z8PFjsVeZxDqGKnKihhpjmRHzhTEPegI0sVbv8+rqQy6v7DBfGeFogpN9Z9Bke1oVPcOpTHzsKE9UJrEAOjT0seAlR0K63/UrfLe7QUXzhKSbdxQ/7tbYGldnsJGi5uMlOs/Xn2DIMY4S8ovVtzlhd6loLhcbB1QMDz8RCNH3uksEqcoDt4UhR0wTHUcNUOWEMFUZxwbj2OSp4h4L2oDnC49yJJ/Kzy5f5589+HCOThxTU6d8qX2RYQ6fmNPGjFMLXYp5a3KCL3Qu8dBtcOQXOFM+4qeWb2KrEXOG6Gn99vDMrBbPTQ0OozLtsEgnLqBJKWecA5aMPp2oQE2dUFcmTBKDU/Zh/sBO8n3mhIrm/X+YXJJM5s5ei1MVgRp8GLboxgVKinDMuqnORr6nfL7wmE5c4JHX4IRxxDML2/zR46tsTuscekXuT5sA1LQpW151dnnZiyocJUWmqTGD4ZtSxEnjiGuTtVneNEwUvrp3lpo6oay69GOB1RwmDvf8eRa0AcPYpqGOqKsT5tWBgGEoI+bUEb81/z1ebGzyO1e/zoXCPm/31/hgssKfty/zrw8/RCcqsBdVCVKNblJAIeWWv8SSOuCividiSnKYKxMxp40DLpg7mHLEkjpAkVLWtTZreoer5hZHYQldSjhv7c6KNza0Ps9bj3nBfsAFU+SVl7QeTUXIt7YccnOwwDBx+PbkHAdxmZ8qv08vKTDwLFa07ixiY+cc4UFqkyJzFBcpKD52Dms4xp2myCikDBNrFjU64XR5rX+SX/3Ya2QK6AMJOQH3rTm+/8Y5/uLJ+Vmc7tdW3oFYJvzOHMXH4J0IWf1iiv5yF7WtEZbFznjuLYXv/atnuOsKYlSQaoJ0lcmYUsjdvMqwHZdY0brc8pd4rviYDbPNZxo32QvKMxZ1P3boREUUKeXr/XM5sU4WsnlsYykhRTXAjTU23ToHsWirmiQmnaiAJifMGyNWrT51c8rztSdsFDqsWH2STGYUG5y2j/ix6g2KskdTGSOT8iSY4y96l0gymThVCFJ1lmUOUpV77jwfuCvUlcns+xtlCnfCFt+anGfDFFG8j8/f51OVm9SUCYYc80rhHkdJgW/3z3BaP+CqKZ4zb05Oct1fYTuqC/Rq3gR2bPA6fg74mcZuVOVZ5zFLRp+aOuVSdY+fmvuAvVCwpff8CpqUMKeNedYWEJr7wTzduEBR9ihJAWZ+cTteBd0MlnLOustBXBEyuOr+UOfUj/xB7PXFIXKtvcwgtFGllIcHDbypTpqKm5sATiQsWCO8WEPL2dIAc8ZEuHwNIeGpUspgZHNjZ5Gvb52h79u0/QJly8fRQ9phgZ1BhfPNQwa+RZJKFK0ATUnQcpxkksnUtSmfKt/EkGMuO9vMGRMsJeKcc8jl0i41QzhJi0bA76x/jZ9feJ+K5XFx7oAVp09J97jVb7Hvlglilb5rYakRZ+eO6HrC8V0ruXyieZcTVhtZyjhfOeR86YDNYQ1dSSjkedmq7s2+X6eLbbxYYxybJLlcXVT9GdO5ZrjcHzdy/KaGG+tUHaEwbParbE9ENGkai/aROFMoqR7XvHWSTGYQ2VR0j0Fg0fPFvjhMFNasLtNEuKNP2h3q2pSCKmJkYaKgSinvDZexc3hDgkQnl+quNPf4Zv8snahIQx0xDC2+tn+WL+xd5J47z2fbz/EP7n6Ca70V1uwel4o7XC0LQ0k3cnimtEWaSdyaLHDKFm/+/aiCn6nYSsB5W8RwztoHopyejA3ziIricsNbZs3s5RNZDU2KOWvukyDxlCOwg0GmMk5M9oIylhXi5JnvkuxRUVx2oyorelewo/Mpp5sUKCg+o9jCTQ0uFvbRVBFLA4EVrekuJ602Hy4/5GzhED9RKcpi73uclV3U+jNp98PFB3x3dAaZFF1JuFTfJ8mEY3vHrTCnjvPcqD7LYptyNItJTTOdbl77Nk0N9v0y48SkqPh8bO4uHy3f4dXafX5i7gaDyObaaJWvdc7x3cEpbngiMvSevwoIA+AxFrCYowiBfPIUgITjf7flgN+ovsHz5jbn9EOKsjfbM9v5g/X4vy0pQ95wN+jnO81pKIxJ/chmXe+wFdX4au8Cf/3k9wWqUxvy3cHp2b68HZfoxgU6ef/zYVSmrk7YDBv4mUZNmWDLARvGIePEwpYDWtoIXU74YLjEqReekEkQ1DKCUz7rl/aYtm3+wfc/xZcPzpMg8bde/hIAapAx/3WV2JHJ/qJOXEqICxmFvRRjlGIfpnzt88/y3niFXuxQVHz8TGU/qiJLfwn/GdV51bmDjGCAb+iHWEpEkKrseWXm1PGMC7BgjnjoC5fxcQTtGOhR1T0WzCGPvAYHcVlE9uQYRwkwJOEB6XgFIbf7JT7oL1FUfH66/j6Len9WgQjwtnuS25N5WsZI+Bf0MfPGiNPWIeedPc5Z+1x2thnENv+u9wx3gkVe907yjw4/zl1/gacsUSP4zvQE56w9NsM53NRgxeyJS3Jm8PHqHQapzUFcYd3s8OnSDe758zSU0cxUuBk18hihxTQ1OKfvU1FcDvPoY1H2WNT6rJsd6sqEFEmAgurvYCsh99x5vjy4xHenZ7nvNdmPqnx7co7dpMx2UuDLo0uMUpP3vbWZ0e+Gt8JuWMXM9+w/zMePvDQtGzGHkyLn6wf4icY4NCgVXfpbVSIpIy1HPDqqc2gVudTcw1CF/T9Ohez3fm+JSWCgqzFLhSGOGvDL597lMCixNa1SN6e4sU7dFEUJvcChaPminhDIMonuoEC9MqFs+DTNCVfsLWRSxqlFyxjRUMUD7384fIUfq97kQdAiThWKWsBLtUckmcymX8dQ4hm4o6QGtOwx48ikbHj0PBtTiRgGFm6gYxshr7QeYcgRnahIVfe4WthCl2LuFlqi9lEN6QY2cabM3NxvtNcp6IFwMMc6aSYL8pYcc6Gwx53JAi4ag9CaRSEAxn4VCRj5BlvTGg1zQkVziTKFau40PgzE3m7PKxGlMqYaUzJ8wkThKCzSNMYEqYqthLS0IWXVZXNygfa0QFwUDVBuXbhkbTlkURugINSFP3l0mXhF5paygCql+EBRD7jRW+CT83c5WzicdSubUkQkK7SMEY+mc7xQfMQjT6gZQR5VsZSIpjaa4R+FlBfMvp9l1eVrgwuUVG9WBafk8bFpqmNK8QwYX1Wn3HPn+dqDs/z02RsCIpKpPAhanDIOcVMhZ50yD2jHpXwPb1JVpyyaA/ajCpPY4L84+R3+7rWf4CfP3uCKs00vcThn7NGOS8xrQ26OF8TON79fH09LfqYxTi2STGLPK/Od5CxnC4c5+9ehrEx5pfZgtj/9sdIN/Eyb7dSO3d6CNqTTiYQb+qni3gyDWFbcGfsXYM3qMqeOWdFFrGaQ2Hz+4BJFbYmVxS5+plPBJcwUNjTh6j5mU5t6NMtgz6vD2cXLzxSKebTpKCnSUKb4mUJJCjhKCjwKm9xnnrcGa4SpyrOVLaaBzknjcMYEfn+6yqWiQIhuRg1KuTHrvekqV52tvFZPZk4d4Wc6w8TiXXdNOLFlmzWjQ0nxOYpL6HlUqKD4nHQ6fPdog71uGdkE69yAE9UeW8MKf+sjX+L/ceej7F1b4B8Pi/zCqff5zK99n7/4vZcobicMNhR4YQgDC/XclHCrRGzLqG5G9U7KG95lTv3kQwaWRUOfcBiUWDb7eQxrQJrJXPdXOG0ccM1b506wyDCyUKX0B21nqZa76xO+uH+R1eUuhhxjyDFeouVZ4grtsEBBDXmtv8G8KaoQ94KyiDJKKZqS8LndK9RMl5+Yv8GbgxO06kOKssDOHiVFTCnig/ESv9h4h7cmJzlr7gvWc75bjTKViiIuXg11TILEk3COz+1c4VMLdzkIS9hKk+vjZbxE4+6oxc+33iXMTV0PwyYNdUSUKbNyhmM1Y04bczdY5Np4lb/WeE1EnTIDUwqZpsYM4XoUlijmK4lFrYOck9s6UYFlvcc0NThjHvBw2mDOmNCJCuy4Fe6NmthqOHtPDCKb709PM4pNduQqC7qQ3IPcHLaU93r/B8+pH/pE+4/0Y6424XS1zaErDBaGEjMcOWRGAnoKUoYkgRdoPBzOsWr3CRMFL9Yo6R5RotAfOviRysG0xDgyRWMQEhcr+yLqUWizbA/QlYQn/SqnK23CVKFqeiSpjKYL1/ZxxeHvHbzI65NTfHt4hiBVeddd43HQIIyFWeCh22AUmSzaQww54p/tvsJXts9yNC3gJRqdwGEUGyzbA86Wjnix8pirjV38RKPn2ahKyplKm32/xLXRKkGq8mLpIataV7SRNK5zqtRmGJr4uaQZpSIr3LTH1IwplhIxyvGVbb+ApYTcmizSDYSpZs6c0DAnzBmCnlUwAwwtZqU0pG5M6eefu2EKd+9ddx4v0Xi3u5S3rqQMPJOdYZmK4TGILLZdMU23wyI1dUI/dkS+W0kYhwZXW7uzeFFDHTFOTP7g4EN87/AktbK4CIWpKHBoWFMW7BGXa3uMYpPL1vZMJv5gukI/cmhpI046Ao5hKeGMcSxLGbtehTeGJ7nnz2PIQqZzU4OtoI4mx3ynf3oGGRknJv3IyQ0fGsPEQZPiXE7UZ9GMNBQTSEsb5RjDkNv+IgdBmXEuGYuMpD6bWI5zobKU8fpog9986g2+unmWh35z5uJe0boUZY87nSaj1JqRoWw5wJREH21DERJzmkk8GtfphoXc5CTMfw11zGFUZpA4uJkxkwpHqSkcuYkwrWzoh9hKwJw6me34/FTDlCOaiohEJUi5yWeCn+rYcsC63uHDc484dIv8o91P8PXeOb48uMSjsMlWXMujOOJ70I5LPAyb6Dlnejuu8Siao5049FKdkuzTjku0E4eGEmJICSmywGPqbX65+Q51Y8q7gxU0JeEgqtCOS3x7eIZPlG/R0kRsp6mOOIjLfLp2g22vKnLXmUSaSTiyQGeWFQ830flo4Q5rRkdQySQRMasoLn6mk2YS1/orHAyKRH0D++kuFxsHPOrX8N+o80/uvcL/7uIXsM4NiB8W+NfvPY+thHitDK8ukylwubXHC2cfcWV+D+sXDlE/0WGyDPowobiV8sEH6wwjSyhKmktZddkPKzn8JOEwKnMQl/mYfZdJYlJUfRZzhO0wsRnGomVqQetzubbLVlCffa1x3roEwnGdZJKog5UyPpgso0gZK3n2t6j5fLT1gF9svcNp44BfaryDn4p1W0n2Kck+j8Imz5ZFz/OLhYfYkngdmlJEmsmzruhHQQsQ/hBbDvmJxVssaAOecnYJUg0v0ZjEBiVd1DkOUlsQ3nzhC5CljHltSClXQwaJTUsdctedZxiatOOS4IQn5uzn+Z6/Sl2Z8JnyB8IXQDojk8kIj8sxz/z7o1NockJBCbg5XMBU4ry73mDbr85Y9N3ImdHGjuNcNXVCgsS98IdDXP7IT8TtbhGnrHA0KlBsCR50EijIRsJSc0B3ImQ3SQJFyrg/ajAMTCa+wYI9YrEwRJYyKqZHEKtsjcUOIUVic1xjpdCnoIY09DHf7m5wvnE4y8KC6BOuFFxsLS/QViLcWJ/VAapyyuXyLk9Ze3wuvsxnD55jGusUNZ+i6vP2cB1dTma4vyARP7I4789FShgmFttTUenn6CGrxR66HKNJKfdHDX6u/t4MFGCScdoQMQ4vEXtmP1HZ8qtcru2RItELbV4oP+aR2qAXOQwCi7eCNTQlIU5lWrYAQuz6FTH1JgoLjpCEvVhjK65ytnTEtd4Kl5a3eXtygs1pHV2OmfgGK0WROe5M5okihTiVGYXCzFHTXTqBw21viaftJ+z5FWQpY9kecMo6yg+fmHFi8c54nfudOdyejVnxiQsKaSJTN6eiU1pKmSY6Tzk7oqZQ7wtcndXO2cQKphzxJJgjzSRWjR5z6kgYojKJljFCkxNuuYsopESpwn5QZpcKp5w2XqKxoP8gI+ymOkHuUi2rLm5iUFY99sMyr2+v82tX3pq5cJNMpqy4bPp1prGQ3PaiKu+PV9iw23zYvs93p2dFA5Dkk6jSDLF5oXXAjdEiv9g6EO1QsssgcVDllPl8vxplKrqUsBtXWdc6KHLKdX+FJ8MqYawKjGoT/lr9NfxM7HGHicVeUGHeGFLIpVqAVBWRHUcO2AwbNNQx9/x5yoo3k96Pp429XDZtqALoccHcpZcUqCkCIPI7J7/Ge9M10YiVyTzyGrw9XCfOlRcARwnphWKF0dDHGFKMrQQsan22jpuUSEX7UwaOnM4kbEcSUJwXSo/4UvspQGSn6+pk5iu4ZOxwP2zNzGglxWfN7s2k8m4i9oBKlrKoixzwsaGrFxfyliiJ7bCOIUe8M15nZ1jm505fZ/WpLl9pX+Dl6gNkKePhKyFH3RL/3e3P8F+c+S5ba3U++/6z/KsvfhRtLBEVIbosJNHj58pyUUSE7m3WsR90ia80kH1RLvPlrXOsNPoUGsK4tRnOUVMmrBkdHvjzuKnBFWuLnyhe589HV/DJJzNDrCh6SYF5fcRXDs/xi4vvEWUK+2FZNLqRockJo8gkzhRuD+bR8vjcmtnlE+Xb3NKXeMrapqK43AkWWdW6s1MkzJQ8cjZmJ6zRjkvUlQkRCg+C+bwPWqMo+7kjXuGGt8xTOY/9y/vnGXgmjcKU8+VD9qZlbC1k2RwwTk16cYFFrY8hi2fZZ/eepaj5/GeL35llgFf0LmtWR7y2gibP2JvCqKZM2Ipq2HLIIBHeh3WtwyAVz/9h4uSc9IS6MhFO+hz1qUgpr87d54RxxD/b/ggNa0I/tCkoAVeL25Tz6f6MfsgHwYp4zue74ke56/o/9PEjfxBbhZAnu3Wkqcq7/grlksvzZx7n05PKQb9ImigoasJiYcgkMigaAS+2Nnm/t0SUKIx9g7Fv4Bghc5aQouNMJsvNVwBBUsXSIxw1JEjU3GiU0ChNKOiibei4+GASGmhKQpCo+LHEplvnMCjxmbXbvN9fYrdfZr2eiFyuOWSg2PRMmySTeDyqUTZ8aoaQBEexwd1xi/t7TU4ttDHViDhVWHGOeK17klcb93PgeSaMCjnY/pR5wEFYYhDaRKlCxfTYcquoUkLDnPDBZJmK5qHmk5EkZZR1j61RlXLZI0g1TtodJolB2fDYnZRZKQ4AOFs45K3eGmfLR7w+PgXAsj1gzy1Tc8SuXZcTlisDgfQLTUahganGvNtd4meXrnPWFPjHi4VdGnqJd3qrrJmip/bbw3Pc6C/Qndp8aGmLC2f3eOLNYSkh214VmYxKvvd+vvCYVa2bM5OLOR5S5Y8On+F0sc2yLqTUljYUE6QcccXZZkerUVOn+JnKY7eOn2jocjKroFzQB+wGVe6686ybXWQpncnWAhowQNNj3pme4O64hT82CFKVk3mPqwBRiH8/Ckts+nMopCSZxLLeY5DYnDSO2M7RfW6qixhJXOSE0+WLmxf4lnGWvWmZVxv3KSo+hhbTzGveltQ+o9REyWsF/UzjjdFJXN8gjhQcI+SdzjIfKra4aOzxxdFlvrF3mr9x8ns0VeHyFXtCmxuRkAibugA+ANyfNLlS2iHKK/VMKcy51/rMmHbaOMjpVELe91JdXAoccalcNbqiEcreE/vPVGM/qvDQbXC2cMgkMRjGFmkmYSlCldgLKtS0ab6a6AuHbpbRTQqzqei4SaqgBSyWRjwJ53jOfoRpRhzFRRQ1Y0XrUlMm7MVVDqIyzzqPeRw0qZguk8Rkk8ass7moHDf4mLS0AXeCBZHrlhLsTOGr717k7378s3STApqUcKWyQycq8krlvqj9vN6k/H2df/jrH+O3L36T//7lf8O/bT/Hm98+j9eIYGiAeH4jI1IX7z5ZIXs6pfmnY+R4jssviIP91HybnmfzL77/Cp96+iZnzH3m1SFuZjBJDGrKhN2oSkMZ85z9iLvBIrfdBT5ZvgWIeNop84C9SoWHfoNnnE0OoxJz2gRVTtn1Kjwc1mnZwjD6043raJKYBI/i0myXriPAKk11NIs7KVI6MzkC7IcVAlWjlpd1jBORtkgVmZo6mbGyb3jLM8BMzfZYcgZ0QtEI9ercfVHLqA6FZ0VKOWEciS7hQo9uYPO+u8aa0cHPNN5310iROGsf5v3NEkXZY5rp3PEW+VDhEX6qcd1fwcmLTPxMo6ZOmKaCTd9NCnSiIgUl4KK9y5NAvH5W1BG/sfS6aJOLi3mXtIybGhzEZQ6SMsPEoqGOeRQ2iFKVqjr4oc6pH/mDuO5M2W1XZ1navlfi2sTi3OIhthpSsANGE4uNpgBWHEoltsai8WjJGeLGGpqSMAkMlouDGXLRj1RsLSRMVMqaz3eenETXxb7lfOGAmjrlMBLOaoCtaRU7ZzEX9IAFa8SdQZM0P1wBwngRR49YqIjPmcbGbI+zUe5wo7OAroqs8Zw5Zc8rYasRA9+iVPQIUxGTGocGbqyz4vSpqSJq09KGhJnKflQRD3NDoA533Mqs0mwa6yiSoIn1Qps0jxKcKHW53WtxazhPGKp0Sw5NU7iF742aDAOTgh4KJzcS7w+WMZWIy842X+2ep25MKam+wNpp4aySsGJ4okYy0SgbPkkms2ALYMV2WOe0cUCaycxpE8JU4a3BGl3foagHPD/3BK0hLitF2efTFUGwua0t8Z3uKS4U91nQBIJykEdpJonJYVQhyhQulA5oaaOZDCwjpsiHXovrw0VeqT2cxTfOOYfcGC8Ks56c0NAnbAVikj3mXPdjR/CkI4eWPqKXS8ML+oBvTU/x/JnHJMiYUjR7baaZjCLFLBl9Nv05nrg1PlW/zbw6FKzbyKaoeNx2FwgSVXCbncdE2TI/e+I6f/LoEoqSojRTNn3x8Byl5mxiizKVDU0Y9cwsph/YJImEoiZIucLy+vgUbmrwcuEeJ060WdfaYp+cl1Yc/30VKcXPecNRplDTxf5/nLcCHROoyoorahpTU0ycUiZIW3GRlj5CJ2VDa/NEmxNyuFdGIZvtlqvqFEup5GQrsYdrqKNZnV8nKnBjuMh6ocufeU/zwNmnF4uH9hnrgJuuQFhedZ4Iwtq4yNnlPaH85GuD3aRMUfaFq1ZKSCTxc3ngNtkPy8SpwlFQYMUS09dV5wmDxMGURMTKlgPOm3v8cfsZ3n60xi8+//aMDoWUsKp3+dbgDGYhYt4c866aMVlSkK8V+VfF5/k/nf4T/lrz+zzz01v839/6OPamDk/BJDLoeqIwZqkxYPnEgLu/cA6vKbGqCmytabi4kU75psrrD67w1XPn+YkrN/hQ8REXbcFJrqkTDpISjiQIVSCQl1GmoOR0K1VOuN5fRJMSrg8W+ejcA24OF0SPeqSybA94uvAkh20EdHLvQpSJ6dbXNS5bWwwSm6W8SjLJZFJkerFYe+z6FRZKA9qxuJyKVYYwJC6qfRw54CCuUFB8iorP+eoBi8aQP3lyiU8u3+Mj1fssaX3OmiLH24mLnDYOeN9bY9Ovc97ZZ0utEWQqSQ69seUQTUq5NlrlufImu1FtllFfMvrcD1oChZqYHCG8C8fMbkOOsJWASWKiSKlQERAMdkcK+cedj/CJ8i0RhbLaOFLEQSJWnnJOoSsrHitad2bC9H7I7e+P/EHsRjqoGVmSgZpBBomncuvJApmnItkxxZLHq3P3Z59zXO0nIkQKVcOlYU2QyTjyipR0kZmVpT039qkAAQAASURBVIyeb/OwV2ehOhI0G91FySeDmjolSFVhQFIj4kzmbPmQTlBga1rFj1Q0JcXSIrpTmyyTOFHpMYkMklRmGJnEqfhB2mrEQnFEz7N5vrHFILJmv2fNcpl3RphKzLnCAQCP3TlOWmL681MhB03zaWWcmDwOGsypYwpaQEELGIWCne1oP2hxEuYllcfTOtNAR5YzTrS6VHWPSayjSSlZJtGyJ5wuHvF4KpjND3tzOEbIN/tnmUQGthrSDRwWrRG90KYX2py0hSt2y6sxDkVhRsMUZJv9qEJVnbIV1bk2WqXjOySpzJrd49XafQw5Iki1nA8sCD3jVPzMWtqQIFHpRIVZrvVR0MJNRY1lL3a4Ym9RU+0c7i8gFMf50TPmAW6i88XDi/za4lss610e+AJaf9IRSM2C4nMQlHm6IPZgm/4cthKy6deZxDovl8RtvB0X+V73FIf7FU6Wuwwji3cm63yo+EhQjxKTcWpiSyG2ElLVXc4Ze8JMljta23GRQWixbndpaeJAamoj9rMKn1m/zecfXsxv/jIXSvs0czrQKDMYJDZHcoEUmfe9VUw1opAXnYxcE0VJ2ZzUOPILfKp+m6Liz3pbj6XmouzNeNXT/OavSNnsYdbSRvluVaYTl6ipk5xPLWTgcW5aSRHIw2lOLTLkSMi/kuCFf5CuzqaiU9ZRbhZzc3KWjylFvNnfYN4YUq547HhVzjjC6HZn3OLILfJF/wJJJuG6Bq/NnWSvVyKa6jw62aKsTIkydWaMG0gOFWUqOqYzDWJYNvss6AN0KeaB1uKUeci8OuSau87jXHGxlIjz1h4HcYFrb5zmb/zYN2hpQ6apwYreZTuscxiVeLVyj3cnazT0MT/10Xf4QvYsRldm8K15/oH1Y/wvl77BBXOX3/nQ1/iH+sdFTeW1NbSJxKmPblLSfNp+gfAnhpys9ukFNh3XoemIPb+UgjbNUHsa3/nDZ/jS2hV+4aW3KKk+j4MGLW3EM9YmIQov2A9wU4M/7j/Lo8kc604PR807wf2y2AWPl+i4DmGs8Gxrh6cLT9CkmDveAgVFXChvuYvEqYKjiiz3mt7mcdBEkTKW1D6D1BZ7Wm3INwfn2HdLKKU0NwFOSZBRpIwolXnfX6WlispJWw6JMoWPlu9RlD2KJ32W9e6sAWycHrvTh7TjEsPE4p3uKu1igWdKW7NGrShV8NF4f7jE436dv9p8nW5coKrCkiaUnG5c4I63yCC2WTQGgCDZnTH3UaSMpjriKBaHa0URufzTxgHd1KEdFgSgJBbrIFkOmVdGDFKLpjpmlJosacLodYxZHUU/aJv79338yB/EK6U+pYrEyDfod4VebzghaSoRDzXkscF4pPH14lksVYT6TSXKJ0IJVUpmB5WsRqhyihvr7I+LmFqMJqfUHXdWcL9mdnFTfUbhiTKFaWzgqCI+MI0NwlRhEuroakLdEsUGk8AgSSVBtcp3Y6PYoqR63Bm3CFOFBWvI6cLR7FY2SkzeHG8wkFI0OeHn6u/yb9vPsWAOuVTcmTkZi4pHOy7OunQX9AGb/lw+fUTc7AlDgaOFODlkREa8SYNUmCJO1HrYakiY5EUUUkbLGHHoFzFV8bX6iUaQqIynJuOpiaHGvDQnYBtpJvHBcIlnq1tEqcIkMbCUiCVrQE2f8mfvX+HSqR3OFg/Z8yvcj5uzTuYr1V3KijfrSzUQDubjh2td+cFBfBSX+PmF9/iHNz/Gpad2hPkov4DMqWNhsMk7bdtxkW2/RlMfz1yQb4xP0tTHPFPb5rP7z1IxPA6mJX5q8TpRqrITVLFNAUI4jMqcMg+oqi5BprLtVdHlhF4sMsZlxeNRv8bL5x9Q08UeqaAEvDcVpQRl1ZvtYt1E56/U30Qh5T1/jboyYS+qsqgNWGt0uOcv5IjDUZ7dNDlrH3C7Mc932qf4SOMBbqITImNKCXqWUFcnlGTBG353tML1gwVkOUOVUyZTA1nJeBypZJkwg51yBPjky50LpJnMZxo3KCniNdROSrOiht2oxpwq8sQp8uzgNeQITUqoKRMO4zJualBWpvk6ZEBBCZimBu2kxPPWI24FS5QV8T2oKZMZTQuF2UVEISVBElOUMSDIVF5yHtAojRmnJm95J1i0hrxau883umeYRgZOrcPmoEbctkDL+L9d+wSlksfU0zm3cMRTpT3WzQ7tfMLajWq4OVEMRKfv0/aT/J9jnrK2WTM6rGttPjd4li93L/LmkzWee/Eew8TilHnAafVg9rpa0Aci9qRPOAxLnLKO+Pgr1/nGty/j7Eo8/rOT/Lu/MuRyYYeT+hH/7dNf5feefAh9JBOWUu7szvPiicdocsJiacThpEh3s4reVfBHDRIdCqMMNciIHBklgOIDhb/YeRF/LiVrBfxnV17jPX+VhjoW5Qqyy2/Vv8d7zirvTta4O2rRskSP+pwx4Vs7p/jE8j3WzS7/6NZHsU6IrG9F85gkBkGqEacKqpzMylYMOeKEcTTLrG+GQuV44LfoBjYl3SdBzosQdOF8z41d96bzvBOv8VRxT1y6gzq2HPKUtc0V6wnbUZ1vj0/woeJD9qMq503Bfb4bLPCUtUOnLqoUr4+X+bHqTRJklow+3+mf5smwiqYmvOuu09RGlGRBuRKqRsizziaKlNKNC/QShzltLF6vicF5a/cv5aerrOpd7gQLnDYOeKa0RZSpnMmZ673Exs807gfz7IdlVo0uupaQZLLI8EspSf46/g99/MgfxD3fpl4VOx5pLqNkiptg3ZziL2hcv7mKHMpslDrcHTZxIw0jNyVZWkRn4jBXmFLUfOJUnnXtblS7qFLK3V6DKFEomgFVw51lb0E0GnWCArKU0tJGtMMij8Z1vEjDVONZVvnQLaIqCYaaocoJ5519+rGDowZUtakoIweeLjxhP6oIB2Ei8pyGHLFuu9TUKe+6a9ztNbm0tostC+6vKUW8PtlAljJeKjzANPeZpgaHQZHXjk7Qsscc9YuoWsIz69t0ggKdwEGXhewbZ8I9eXwIH7lFTCUmzmR2sgq2GpJmEgd+iShRaFljaEGUKFyq7nEYlFizushknCq2uT9p8snabe7585hyhCHFwgC2MMCLRXxqo9zhqeLeDJrQDkUd25w2FrVqecXeHW+BZ51NgLyxRpil/EzlyuIu/+7waV6du8cp43BG+TmOL4jIjYdmtelERfbDCqfMQ7xE573hMk1zQtMaE6cKH248oh85zGkT1swuvdhhzewxSQyiTBX4z1TnfPGAqjoVJK1M4Za7yPiowNzKhI8U79GOizN5WpCx0lk86qqzxTQ1GGOxpPW46y+KPZrax5YDmsoYPxMPej/V2FFruKnOf7L4ff7HvZeYU8eYepSjAjNGqUmYox8B2l6BNJUJAgVdj5HkDMMMyTKJJFZ42K8ziQyazRGP+8JRe2llW9CqMEgyaRZBeWN4kouFPVrakKYiZP2dsE6aZ4D9VMPM3d7icM0YJA7Leo93vXWes4VcWlFcirKPIwfc8pdQtCF7UUXE+aRoBszwM9GOcxQVWTV6FGUvh+0LqfjV0l1hRFROAlDVPeLyEG9exx+JC0ezMOGIAkGs8kZ3nW9EpwljhYYz5ZnqNgVFTFwP/SYX7d2ZEjBOLbZD0Q09SG1+qvw+B06Zm+15PlK9Tz92KMk+aS7LKlI6M3n14gKynrEfljlhdYg/coO3PncJbQJfuXUB7WLKfHlIQx3xtza+wmdLz/He7hJXl3ZJM4k7W/NYd0xSDRwXlBCsdooSZYQFGbIMs5eRSRAVJJQA7D2ZuG/x+/Zz/Mbpt9nL602v+yvIUspWUOfj5dt8Kb2ELKXsuWVMNeK3Tr3O++MVepGDoqR8d+8kli7k8MOjMqoR81fPv4Mth9ybtnDUQNQNZpaoGUVI3tcmawwim5dqj0gzmXl1yDix8mGgxLrWoZsU+GTlFk/COZE4iB2+vHsOU40pr7hcNHZpqCO23CqfrrizC1qaybiJ6CHfMNvYcsCq0QUQk7Ts8evNLn/AC5wuHPGUtcNuVM0jaRIKKX6ms6T0GafWTHERrVoCunPcbnbR3sWUIm54yyzromzl2INQUyaQweeHV7g9midOZUq6jyYLeMixuqZJCeP4B/3I/76PH/mDeOhZuIrGSmnIarFHmsm0vQJd36Gse2CmyGOFA68odqVSxk6vkiMlVcJYYeBZuJFGksqMPQNZzihbPkkuJXd9Z1ajaMoR/dAWGMjceeulOlEmOMxhojDxDaaSLhqgpJSCFmKoMaYSMY0NUY1oCbBElIl91bw54p4/z0uFB7OvrZsU2Paq/FzjPT5wV/jK9lkWSyNOGYc8CeeoKxNu+4u59T7iorVDSfEJM4X7gwZuoFM2fPGA9mU6QQFVTnDkkNv9Fhdr+2yO66RIBLHK6XKb/WkJP1FnJrVjzCKApUbsuyXaEwdTi+mFNiU1mLGQa6pgcm+FdTQpYUnv8/XeOeJUZrXU55TTxlZCjsIi3chhyRhgywH3J02cHG14EJY4ax8wTk2qqstdf4E9pYotB+yEtVk06DP1G/zh/nNoUoKZOyWjTEFGmM8aecF6P3YYRDYrZo/b3iJtP2fLhhZPl7fY9mt8MFzibPFw9mekmYQpRxxFRQ6jMrYcMIyFxCec0i7T1OBrW2e4cnaLOFVmu7ZhHg8qq+5sb5kg0YsLfM89zXl7n05c4ITR5qR+RJrJ6KSk+a72USiIWgLBZ7Pt17ha2eG14QZpJrNXqPJh574A16ca3cShl4gDKEkkykVXdEWrAlrj+gaqliBLcDAuctNeomJ7/OrS2xzElZlR6VHQQpEmmJIgnx1TxCqyy0g2OWkczS45najIKfNwthv28wahdb3Dv+l8iFPGD1qcBqnNw7CJLAnn86I2oCh7RJlKNy7MEJS7qfBRXDB3qcgB7cRhK6rNmOBbUZ2/0nyLf9t+TtRoumVWa32eZFVeXn1MikTVdHm2/IQVrUc3EeUPt6cL3Bm3eNyvM1eYoskJg9impY+4Ym+xG1VZ09s4ckCSyTND3//2whf4O6//Er9y6Rrve0JWFzJ7YVapCMzMTU/8Gi+UHnHzI/O432mQuQq3hy32vBJ/c/GbDFKbX2y8w/a4Qtd3cCON0tuCjS/FkKni/1NVItElUhWCsoyUAArIEaQ6SBmY3YzsG2X+efAS/82Vb/DGeINJYqBJKQ1dNHVdLIjJb98rMwgsvt45R0ENeDCYIwwVCmbAq60HFJSA4bzFtw82KCg+bw3WOV88YEnvs661ueGvcMne5G33BFV1yiCy2XXLXC1u09BGNNQR1/0VwkyhkcfFpqmIx+0GFZ5ydjFzp/tyYYCWg2gUMn6ycR0/03BTg5vuEs8XHvHuYIUoUzhlHvLAb7FqiOKPH4BETnC2ILCX77urfKp4gwRhPGyoI5EkiKqsagJLOU11dCWeKWXz6lCAQ7Qufqpxxd7i6C91GR/jb1Nkdr0KQaJS1Hz6gU2zlrfEocx8Gs3/fw2i+FgqDwn1AikSo9Bi1elR0Tw6oYOb14Elltj3PmrXuTB/gKomBLFClkkoebl9mChMA50w0MgyiSyT+OjKQ2QyqrrHoV+cEZMGkc00FsCMgj6mF4lb0b5bYuIbNIoTEUmSU1IEmnJnWMbWI4HfzCfMM4UjokzhdrvFqCwA9Bvm0QwGUlcm/OTcdd4Yn+TAL/HhhU0O/CJ7UZVe7MxoTqYSsT2q8gXlMpPI4Gha4EPNLXbcCn6ikuU41H23RMse0zLGnK600aSUjmuzUByTZhK7bpmSHuDGOkeTAnVHwPIdLcBPNA7GRYJIxTYims6EE7a4rYrwvcqK0eWWu8gfPbzKmbkj2maBFyuPOApLeUWhMDzcGC9S1jw6UYFVI6BpjpnTJjl4X+RzbTnkO0MhbR07MoNURZNi7nnzGHLM87Un/NO7L/O/vvAX9HJHq8gzhrMHsSFHzBtDHnlzbI7r1M0pz5Wf5M1MKiXV5xNzd3ngNXPcZYE4VWalF26qcxiVhMNdH1JVp5iSgNb798u0PvaYpwtPcuqWQBUehUWqmoshRySZaH/yEo2Lzi6PvAZBqvEh56EAVaQF/EzlLe8kV6wnXJ8uU1AD2mGRUWTOXNxpJnG702IUiRKEvaDMx8t3iFD42uACbqghSUKpUGURljG1GFliViTSdy02JzWWHBFXKsoeel5KUVQ8lPwS8yuNt0X2MtOYZrowdEkgZ+Ig6seC050oIpJz3GpjShE1bcqDPD963M28oR/NDuZRKooq/ExImLf9JWQpZduvsW52GaUmb/lr2HLAw6DFCaPNNDWYJCZ63gb145XrrJuLJEi8Zaxztbg9I4CNE5MPXFH3eMI4oqGLQo+P1++xprdJkbnrL7Aflvmnux9hEho8P/eEFwsPWdG6uKnYvVcUlyyR2PUqaHbCMLYIUrGe+FT9NvthhXKON3RTnTWzx43pMr++/hZ/ID3HdKvG9ptLPKrH/Gv9Rf7L1teJMoW/vfEl/s6//OuoHigJIMHgqRgpkbD2FJAklCAj0SWUMCMxRZ/xsQKayRA7EmRgvW3z9zuf4ZMv3MBSQqqayxV7i3FqiZ+ZAicLHW4P5rl+d4Vi8wc96O1ekXvFJnVjyuXCDlVzkX7k8OP1m3yjfw6ZjEli5sUTwiB3153ng84i5+sHHEYlgasNhIN6SetTyS9YCTLT1OCk1Z71Av/n69/FlMRq8H1vlfPmrvBPpAFhprJhHok4lDHlhNGe9Rival0SJGRSNqOG8HdsXcA2Qqqmx6uFO7P6RR8t9+8Ihn5FCigaPvfD+RmjXFwIhSltnFoMEnvGjz/mzwslK+O58hNq9cns1zxvPaKXFESsDpkVrceOav5Q59SP/EF8NC1wudZnGJqkufmqqPpUNFdQlc4+YntcQZVTHEscMr+6cY0v758nSmU0WTh9vchBkjLSVKJSnjJnu8hkjGKx62yZYzQ5YT8sc8o+4uZkgWmss2zGJJnEJNZpTx0MTUzdXqyh5L9337dEY1KkEacybb8gSiJCk3PlQ1RZdCg7esS/fPIi//n6d2duvy8fneeVuYesmD2CVOOsfTCLdfRjB0XKWLRGs5anjivgJJYSsmgLY1O0oNCeiBxq1xeXhjBRuDFaYK3cZ94S7mpdFs7bBWvEdr9CEKusFvtcP1rA0GL8UKNacPlP115Dk2J6SYF1XZiybnrL/IV7kVFo8dLSJhcLuzNHblMfoUkJ/djhurvMi5VHbPui1MDPNFaNHr3YwU81qqo76yYGuDVeQJUT0kymonm8O1mdNTidt/ZYr/X4zvAsV4uCmnQMqtCkBFMREvE7g1Va5pgX5x6zoA2QpYyC4tOPHYJUZVHr8/pA1JqFqUqUCiTgg2mDeVMY0M45h3k7i0UkK3wwWebKS8IAKG7YwsQxjG28VKcpjTltHPK+u4pCipcI1eR4z/woaOGYIbqU8JZ3km/1TnPDWOTQK81e28dlHcfrgZrjMvAtupHDR8v3AGgoY/a9klirGBEZoMgZBcOnZrp0PPHzTjIp9zwkPBjMMYqu8tcWvk+aiYemiLCk3PMXeM5+zGvjUzT1HNqPLD5fjigoPgVFKAdFRRzkj8IGZcUT2c1c2m+HReYKYy4au4QoaFmMQsYgszHlYLbD2/ZrGHLEgS+UkChTZ3GoguIzTizGiTV7gJ539vOGKZMv75/jf3/q81z3l2eFCf3YZt3sCP5yXKKgiAn3ePIfJDZJJrNq9PjJnEv9e/svYish/3L/w9zaWaBUdElSmULF41O1W2KKy6Em7bBARZniqjoNdcyGdsQH8gppJjFMLCaJyacW7/IHN1/B7EgogcbhmSL/q7u/ymcWb/Hxwi3CCy76922kNCOTJf72xz6fwzVW+MKbVyk8UpAEiwglgLAkzFtSKqZi8v8uRxnlewqvHVxBf6HH/+b8F/n+5BQtbcQXDy9iKDGPOnXCUOV3Xv4Kw1iQw3pxgbtui7uDFtc+2OArXCazY1Yu9jHkGqedI7a8GjV9yig2mcZNBqHFxfI+/9Wpb1JRXN6cnJzVHfqJxi1/mWesxzNpd5oKiXleG/Cnvad5ytnjpHVEQ3YpyT53ggUOgjKdqMiCPsCUIurKhI9U7okccm4C3IrqrGttBqmNLsWcsQ7YOHPE66MNNic1rnnrPGWK3vZ7vvDCyDl/fZq3e31zcI5prPOzc+9xEFX47vA0btFgTW+LXgB1QpJJrGhdujnYJkHilHHAqtpnlIlqx0Fiz3q5B6mNpsSsaZMf6pz6kSdrKVIq4A5yiqmKB/9RUGTfF/WFqpTSssf4scZSaUSWSbzdX6NiejTsKavFvihmKA54dn6HpcYARc74r1a/TkVzUaSMSl4an2QSG+YRVXVKyxizZA1IkVgwRxTUkJrtoSkJjiYenL2pzTTSKeriEF4t9XEjnXFgiJ7kwOTeqEnFFoSvSaBzptLmcdDgtf4G1ydL/FTrBkkmc2uyyL1pk2vjVb7Qu8wXD57isVvnhNUWt2HDZcke8ImFe0wnJrtehU7g4CUaJ4tdztTbGEo8O6jcWOflhUesOn2STOJs8RA/0QQ+MlFJEhlDFQ/nZnHCYmFEyfaxNbHXe318in7s8ObkJP9i72Xe6q2xYI74UHUTSwlnKEHRitNjRetSVjxaxohtv8YoFhShTV/skQSHWUKTY9xETECOEs4O4TiT6YU2p2yhIpwxD2jHRX68cYsbvXlBuUp1irKPmxo89Jvc8RbYC8r8dPMDrha3AOHY7scO74zXMOSIS/b2rLHpsVsnyWlE00SoKZqU8ExpS+zLYnu2b/7y25c4VzwkzWT+/OBSDp8Q/2vpI94ZruKnGjV1ypLR5/nSY/EgtHvU9Ck7YZWjpIifaWz6deFw9crc78yxaAvOsi4nyFLGMHf5F7WA7kS0Qj1jbJMg89n+h6joHoqUoasJJTOgZrnUTBcv1uiOHXoTm6EruOjHtKWDSZHPtZ8hmeWQddzU4NZ4gUFic9o6nJmTltQ+fj4Z1xVRImHK0SzPezKXdu8H83TiAgu6iMYkyJTlH1CXaoorKFya2ANXFJfnio8FtcgQ6w0Q7VqHkWAFJ0h5VEvhcdAgyhRen2xQVHyeb2xxFBdJM5ndoMphVGLXq7Dpz1FWvNmUPJcb4J6EDaapQVHx6cUOj3LJ/Jfn3+F/fO1lKrrLc+tP+OTyPT69eodf3bjGotqfVfxpUkxFE7vQIJcwj9nPz1uPWdAHXBusUFOnvPjybRIDtAncfrhIxfT4V5/9BP/lB7/Bf3v1a0iZOFiVIOOt0QkURPvQf/epP2T1Zx4zXk9JTCFRk0EmgZQI+VqOxedmioQ6zcRh/XqNv/3dX2EQWQI8E6v0fYtfP/M2v33lm5zUBSznprvEU+Y2n6zc4uOte3z82Zv89qtf4Rcvv8v2tMq7gxX2gjLj2ODmcAFNShlFJj/euMVlW4A+ZFLWzQ5Lmmj7qisTerHDdX+FJJNpKmPhWE9NBonD1x+c5Z/e/zBvuycxpZRFdUhDHfObte8zp405Ckus6N3Z+20vqhIeX8TdRd711rntLc0igytal5LqcbZ0JNCruYnQlkMKis+i3s9z/AJks++V6PoOb01OMExsZDK+eHSRG94K53TBM5hXh+xGVSqySzv+wWV4M66zGc4Jx3gqft7TTKemTJhXRqgkP9Q59SM/Ea+UBlhKNKvXChIVmYwokxlEgvV8O5in59lUTJHFDQIVScrQ5YRNr4Ybalxp7jGODAw1Zt4Z8ShsUlOnKFZKP7Kp6xO2POG+rKkTNswjenFhFncZxyYta8xAsagbU+rGlCgVFYRurIu9nZwyZ004ckXtm6YkM3OYY4T4ocbmuEbbL7Du9Jg3hiRIaFIikJSRSccXbsX21KHj2nyqeovvdU9xpbLDW701DuUSkgS93NUYZyImVdYEH7uo5caTTCJOFe6PGkhSxs/MfzAr8N7xK5xqdnLmasorcw+5PZnnucY200SfsZdvj4WR4TMNwS52E4Nu5LA1FU7l4xhS3dzDz/fol+1t/rx7hWdKW9yeLrDnlZirTAgyMYm+P11hwRyyZPQ5YXd44tWxFC//WY5Z0zsoeja7udpywK+uvsM/v/8Sv3XqjVxyEpLuutmhKHu4qWioSTKZmirkKYC3h+uUNJ+fr76TT74OfiJc5I4aouaT+Un9CDcvPB8mNu8MV1HKEVtelTPOEY4azFzdo9jkpNXmE7U7PAhadKICLxYekiAKKH6y8oEoZchl9Hthi/f6y2hyghvplGyfiuriGeJyMAxNTCWiaYpbu9xI+eLjCwSpxin7kJvDBdYLPTRVPBBUOWUUGkwjnZFvoGuxwLAqCQUjZOBbxImMpYvX0/dGp+kEDr/cfBsQES4590LMaWN6SQE3NWiqo9wAM6WsCODLcbayoY7589FVTDniafsJR3mhgi0HfN09i5JjBs2c/raq9nGkkEQW3bBT0+A7/dPi56OIr9NNq0SpwkW7R5KJzHQkK3k0KmYrqHHV2ZpljzthgdP2EfvyD/5sWxeT+/HDezNqcM4QufA13eAgrtBUxrwVzmE1XH6r+b3ZQzjMFA7jMu2khJ+J124Fl7omzHoFxRfu4qTAvDLiKClwe7rAc5UtXuuf5NNzt3j40TqTb7Rw7uvcKzSwBxB/v8rff/hTVKcZmSoO1a+/d4FPfPw2fqYRZgo/3rjFJz55l8/tXqH92gL2QUaqSmKfnAl5OpPEdJwqQqaWEyjc0fmKe5nf/thXKBk+q06fjxbusBnO0VTGvOA84P/44GdZNXrsh2W+fXiKX115h7dGa/zO/Fe5U1iYFXIcJUWehHN5b/V1VtU+X5+e5zn7UW7WC2f+B1sOWDM61PJ0w0FSFoezLPLGlh3QLE6467agCIPU5O/e/Ay/fuptPuzc554yzzixZtCW2+4Cp6wjzpt73GaRo1DUo5YVQZhz5IBnCk/4s84VKoo4OI8jcwop701XqZRc3p6e4IPhEnEqI0kZ9ydNepEjCjMSlfdGy7xauJ2XUAh/zXEO+9g8Ocon83llRBdnZpaMMoWUjGFO7voPffzIH8RVzSVFZF5lKSNIFSwlwpJEROnhpMFWv4rv6ZiNmCgVWbdFZ8TmsEbTmSBLAph/bMqaN0c88hoUlIBBbOMlwiHnJdpsSjiW7NxUx00MWvooL0qIGYYmBS1gZ1KhYnii29jX6fu2eCDqAW6k07AmuLFORffwYo2lwpB+YPOpxu3Z15dmMkGmcrWwxZ8fXZ4RpUpmwNAzuektz7o1AbaGlf83e/8ZbEt6nWeCT3qzvTveXe/q3vIOKBQMYQkSNKBISgqSMpwWKQ67RUVLHEYo1ArN9FAhRYyG0yJFhaQWKQPRiE6wBVsomEL5qlt1vTvebe/Sm/nx5ckC1U0SmJk/jZiMuFHm7HvO2bkzc33fWu/7vBQKHgPPYrXYI8rOxyC08GKV44UJo8hkGJrseyU2ezVkOUGZE8UpRuah8iYvD9cwZNFmdxKdB8tbojUb2Xxi7wmiVOaB6jYlxWNOG/LJ7gP0Awtdiflw661sDqgyjC2xUwqFMrodlWkaE77eE0pvU4nohzY7XpWmPsWQI9bMDi8Mj7HnVLDUkIerm6yZXXb8Kje9eY4Z7XyOfDRLWq4O+OTeRS7WdpnRx8zool1/FHrQCedJUomK6vDmWGCOZCkRn1ti4yeqEGkpEV6s4scqsRxzTBvjJAYxco7te2V9hXeeuCMSk6SYJ4p3csVzRytRkj1KissrY4E53Q0F53hGH2fB4uJMX/aXueos4Ecqlin0A4dTscAoKCJY/cAVi7ZJpONEOqqcUCm4fHX7BOU1l75nkaSNPP1r7OskiYwsC4C/IqeUDD+DlSQockIYy4SxkhHQIgpqwGVnhVltRFMbC39wbOGlqiAeIfH85GRu+XESPVfMhijsx2VOmgds+E1kEr7cO0sQK/z0/PPiGkamE5VyxvUr3ioxYjF4XD8UCuas9X3ZXclny0de7boyyYU4R7Pm3915BEOOsna5zxP1OyKFShHc625UxJRDEiTW9DamFHLW2OWqtyiIYFLCotZDlhLOmztEofBFL2h93vREdJ/w5hvoUpTbrDQp5rYzw6XiNgDX/XkWCkOu+ou8fLBMdcnlWKHLl3tn+eGly/zmuacpXjHQXyuKtjJgHcgkekoqQ6JA/VWFe+9o5TavU8Y++1GF//OxL/P6zCr/+fknqL6l5n8/ld9uUR/9MzvRFDYU/uVnPoR5aihgOjWNNb1DSQ4IEgVbC/jU/kV6ro2uRrw6XhG7/FhcZ69PV7gmL3DMaPO4fSefl8tSykPWOiCStaqKw2vOGku66HZNs8AHhYRRLOamw9impPT4v134E3EPpBp3owpXvSWqtks309bMqQMSZBblvugsJYKYdcObx5BDls1eDsHZDBsM4gLTxODhygbjRORZL2u9XIl/wmwTpArnrF1uTmao6g4HTplxYDAODJaLfc5VDpgzhuxENd5dvM5OVOOEeshhXGJZ71KVXfZjca0lkswgsVCy8chOVEPPhIxHXZy/6Pieb03HqWAnD0MzmyMlRIngiKqywDlODwvEU5Wtgxol3aeo++xPy6J97Np0xgXWRw22DutcrO2iSXFegAqKiBJU5QQ1o8eEqUqQUZnCRM2UuyFdr8A0NBiHJj2/QJjI9DybcWgSBip3DkSGcFn3WCgOuXo4x8GkhBOJ9jXAWrFHSxXZpqLd4rPt1ghThfc1rwMwY465VN/hgVlhg/Ajsd56tL6BrYc8Nr+JH4ocZVWOKai+EK8UurixiEBUpYQHKtv8+OlX+bGTr3N5ukzHL+az3Cerd3ioLB68phwyr/W567ZYdxvcV9nlQ62r2HLAjl/lhjdPgsSJYodRIERnJcWlorgs6v23Ae+xkVu+QHiPnUjsNpYtQV46Ybf55P4lEbbgGxRVn1cGKxyEZbbcGi/3V3NPK5AJ14r89MI32W7XWDZ7GLLYpWlSJIAQ7gLbTpW5TOG4YvV4vHyX99euYsoh3xyf4qR9SNMQ8545c0yQKBRVkRJ125/lueFpSrLHy/1VVC3GkIW1rKI4eKnYHV5xl/KEo9veHEtmn5LqcWWygK343GdtM4iFing/qrCidXmzv8DYM5gEBm6kYWki3k6VY4qqT1n3chZ5RfOoaB5Pz91hOjL5yv4pjpV7DH2TxeIQWwuoWh7L1UEu1KqYHlbmj/cjsduvWh5RLLM/LomfHxpsuqK1C3AQVuhExTxreBAX6AUF7vozbAWNrP2v53PenSwesqSIsIbLewscZF2fcoa2nNeEYva9xas5F3rTb7AbCbb7u+s32Q2reInGYVimorjUMuW5LsV5B0GTIj51eImLNYHNrKnTPBijKjucMvbzLshtb5Z+aHMnmGUrbGQhGDGDuMBW0OCWP8cb7ipfHp7ngyev53GQi5qwlC1ofUwpEAVGSjKbjpiRX5suiAhKUvYjsfj6kdXL3Bq32HGr3FfaZcur8z889iX8eoqUIAqnJiIUB+dS0kzsJiXwu3ceyv3ZQG4L8hOVX/2+36f0Q3sEpWw3rECsi3+KFrXYISOL/za6Enyjyo31+UyhnHA9EAI6U4k4nBTp7FbojcXoqqFNue7Pc9ub5Stbp/ATIab7/Ogif9J9iIIUMEhM6oqgrTmJwW5Yo6IKxvcgsUXXI4uNbKgTRrGJk+jshlXGifWnGNSaFOGGKi+011gPm+hSzGGW4PXC+ASPlu9Rkj1mtSHLWo9OWMquQztP01IQmNlBbHMxy7k+GrvZWXFc09q8v3GNvzv3BSqGiyyl1AyHQ7eEIYcs6T3R4VQc1rQ2MRK6FLOg9inJIcvZAkFkVhcIU5VBbNNQJtQV8b6NbyPp/XnH9/yOOEqUfEYcJCrzxpBuWMiEOym3hi1QUogl7KLP9qCKoYU8ObfBM7fOEQcKtYZQDb/rxG2GodgdH82Fa6qTF2ZZSjjM1IJHBKujWL9dr46mxLnCdRrqDB0LXY04HBaR5ATTiNgbl/jI8jUGoU2zOOW+2h67bpmG7lJQfU5Zh1x2lhlHZp4GM2uIuL67XgtLEfOQTljkLze/JWbkUsrHKq8KH+2suPFWq/3MyiBalr6mUtMcdv0qa1aXfiREK8eMtkAbBiURDuHWqGouJ4wDEmSWzD63pjPccxrUdYd3V28wjgWdqamNqasTPtO+iKmEVDSFsu4J20RQYc3sUJB9epmF6CgBJkGiZU4yGpeIeZMlEWHopyoDzyJMWoSxzIFbYuAKAlndcHh3/SYyCf2okOepKlJCSx3xsxe/wef2L/DD82+IsHeEKEuWEh6v3cuiC8WuZpyY7IVVuoGwdNlywBl7n4lhUlEcwnSFY1Y7z89dMIaME5O7/TpPr93hQnGHajbzDLNQBBC7xXEsuhMV1eF+fZMtvZGzbufUIXOInWRJdvnB+cv8ye79zNsj7o3qRLFCOygSJCqVosuy1efetEFBCVi1OtycCn/295+/wqffug8/VGkUHCahQd+z8vtCkVLiRMJSQ5G0Q0oQKzStCR23iCSlyBI4oYalary3cYNXR6s8aG+IhYWUsBdUcWKdeX3I6cI+/VC05laNDqfNPZ6bnGVeG3DdneestQeIGfz/5b7PcRBVsCXxQBQ0rgJfODjLQ/Y6Vdlhqhi0CiMOwirD2GJeG9BPCkxicR6b6oRQUnKO9tEc30t0pqHOu8s3cu94rExypewgEkStujphL6hw3t6lE5YIVYWNoElFcWhHJY7rh7zmrglltTrin974IOcKYhE+pw7yxXZDnbAVNDJ4ifi8VTnBTaR8B61ICTEy49hke1zlidl1rk/miFKZS8WAB56+ybU/PsNkNWHl3D6GEmGpIW8UlzF2dPQh8HyVg1MVJrHJC9MTPF64g5MYnLd32Q1r/Ozq1/hG7RRfeu5+jK5MVnPE7DjN5sfJ27NkgMrrOl+9/yw/WH2dljqiJTv85NyLXKsu8Lv+QxQt8fmYcsgX2+foujbL1QEAthwwq4048MvsRFXBW5aEOGsY29x2ZlgwByxrPcJUpa4K61s7KtNQJ3lqlIjZjKgrgj09TQyO64f81PEXWdM7jGKT/aiSM63fV7nKTljPbZOjbCe6pgv1fFV2cFIB2/nWaB5NjrnrtiirIl87SUXEpZMYDBKbNa2NLUd52lTftwVz26uy5dZ4onqP68Esi6qw680po/xnm1lRFrtuATUBmXZUzsWLUnZd/kXH93whnsQGaWZTErjICsPAJNIVrvVmGTkmkidDJUSSUoqmT7tf4nlWsW0fpZgQxQp7gwJPz97mrdECphIyAC6Wdtj3K3mmZ113sjmE+KA0KUZRkhx2XtR8CkrANNZxI41mcYqSkbkGrkXVEuzlu9MmVd3l4cYm7aDIkj3g9riFKifse0IBq8oJX+yfp6R6LJti5SYsMREzukBTPjc5y0fKb/CR8mURvD06warV5fpkDlMNM6tNyDC2sWXh333pYIUHWjtYSkBFFYCSkuJxobCDJYu82Jrm8OL4BJd7CywUh5wpHnDMaOezzd24JiAXJMxpI6q6Q1VzcWONB8tbXJkscGfUpFMuosuRUObGOjIpUSqjSgkHbplytvjwE5W6muUld9d45+xd7kxaaHLMzrDCaq1P3RDtyiSVOYgqHAYlFo1BbjWYJgaz2pA4kdn06ywafQxZWJmOcJmaOqUTlmhqY9Y9kci0YAw4DEschoK1W1Q89sKqSGUhZTtoMK8NiJFZ95p4nkaUynTCEsPIpqSIlfvlyTJVzaGpjXME4ZFdpqJM8+xfQeOR0RARgBfNLZSFlLemC8L3bXlcKO7lqtGj+fEgtKhqggbnxDqPlO7hntN4vb1Aw5zyrtotfn/7Yd47exNTDvnEnUeYK42x1YCBb9FxBGJ1b1pGkxPCWKFVnIpIyGGFTq2EpYR0Y5GSZUphHvsWpgqnjANGquBcm3LIflihmXHOQTzM5TRlRhY4wuUMOXjUwgP45WOfw5RCglRByebLj1p3eck9zl5YzWd8ZdXDkMMciGLLPrbkkyBzzVvghxbeEDu9NGGaxWZOUx0lFdfBUTsZYE4bMoxt1vQ2W0GDYaaaPmXsc7+1mVlRVCaOQUl22QrrrGkdoZSOi0wTAXUR97tohZ8293nTWRL2G9mnJHucNXapKlPetBf4+u5xfmztdRQp4fnhCd5Xv85Lx09w/PQ+Jc0nSmXu9BpUWxMqKx5bV+cobMn85mtP8z89+kmGcSEPo7BlHycxeHF8go/XX+a+j+zy//jah7A31bwYkwm/SAFJ/MmC2/jCJ54g/isy5+1dyuY9FjQRd/jXzwU4ic7X2ydwijpRIvP03B2W9D5eqvJv7r6Tnzn2LU7ah9z25xjGFl6iccxo0wmLrFpdVvQO00QnQaYdlThr7FFSXEaxSVnxKCoeD5ibyFLCP938CO9q3KaoiHN1xB53MnRoSfbYCht4icYLw+P0A4uPtt6kLLs4qs4gLvDqZJVls0c1SzVbnwjPv6FE9D2L87WDjBSY8KH6FXbCOmeNXQaJTsucYKshTqTxeG2dMFX4Zvd41vUIMaUIW4o4iItoUgQyaJl6/wgHe9eZEdGfmQ8aptx0V4C3R4l/1vE935qeNcaockzNcIgSBV2ORBsuEbAOd2Qi1wN0MxS+YSkVs+RQw9DEzToe2Dx+fJ2vH55g5Js0jSlVzWXDbXJ5sMg328cpqj62LDJ7j0IAEiT6oc03Do5jyUIpHaYyo4ytDFDRXVrmhHON/fz/RamMH6s0NKG+/ur2SbaHFXquzSQ0uNdvsDmqMQ4NZCnlpcEa49gUrWoloKWOWTO7XB0Jf9znR/fx9eEpDrwSnbDIxZJoWfejAsNYqGw33Tpn7H2hqNWnjCMza39H3PZmuTJdFLYe1efl/ipv9ee5VN/lTPGAFb2bgw6+NTnBti98zPf8FhtBi3dXb7JsCphKJywyjgz8WKHtFRmGVi6OMhRxvhNErvCSOWAcmSwa4qY8Y+9jq4FYkExL1A2HZnFKy5ywM60SJQoHYTmD2ids+nVuO6LlJuhMNu9o3eWZzbPYcpB9RnLewdjxayiS2E2vmR0amtg5zetDDCliPgthB3igsImXiHb6MLZxEp1Xe8t8+OQ1TtjtrBswJUbKKVoHvkhZqqtTcTMj2LdVxUEhRUYsGkKUHMixH1WF2tepcv/sDmtloR61M8BJlMjEiYiy1KSYBIlpbOAlGg+VN6jbLi/dXcVPNB5vrQPw5niRKBZK841RjaFvEsYKC+URfqgSJjIS0JvaDD0TUw+5MZll1ergJxoHYYU4i4xLUpnDoMxW0GCcWII6hNASdKIiJ40DFo0+B2EFJ9GpKlNGicU0MbgbzBBkO9peJKIS96MKvbiYqbXVnIrkJRotdUxNc7IZtMReUM2TrNpxmVedNX7v7oMibD6VGGWBFItqP995HdmIAE6Yh4xik3mtz3rQyhdNX22fYj+qCtJZJrKrFD0WtT6njH0Gmb90lJhsBw02/TrPdk/z6nQNJzEIU4WKKuD/ADoJZcnnIKzysdk3WCiPmNWGvDJcwVJCLk+X+fEnX+TetXne2l7g2murJC9WCb9ZFwv1U12kCKwrFsOMffyic4I5dcgVd4llvYshh3kb/5ef/jTOMeHtVgJEIY5F2zpLW8wPxYcv/t5jXJ4s84q3mivfTxoHLOp9Zq0xcXY/DUJxLo46gM8PTrDl1bntzrDviw1CLyrS1Cb0Q5tOVGYzaDKOLa5MFrnqLebdoCMrn5z5esuax3/ducgnNh9lPWjl4Iw5bciXh+d52TlOQfb5dPsi29MqFV3oLK55Czn33E80OmGJQSwiCi01xFJDqrqLJotIw81xjUEgFof9qJBdOyU+Vn+NH2+9yEPVLc6ZOzTVMe9t3cjQmDbTVGecieXCVGWQmOhSImbFUTUXpG0H9cw5UeEbo1OMIovv5PieL8SqFFPRPCwlZMkeoEgpNd2h59vYeoisxSClpKlE2fKomi6loku94DBXHDPoFUkTkZCkyAlPzdzBj1XcWOfFwxWcUKOo+0wig1Fk0faKYo4VlHBinSvDeaqmaGMnqYQmJTTNCVXdxVAiolSh59tEmSe0ZojdQdcv0I8Eoato+jQKDjP2mLrhULE8ztUPKGlC/DAJhcjlpHHAaVO0AIuKx3sbN3l+eop2UKLv26wVuszrQ5rqmEvlHdpBiWGUAdUNMR+9r7rLvWkDSwnZ9atccZcoKYIidm00x7c6x1iyB7yjdVcA+BWXcZb404uKKCTUNRF2MauNuObM04lK7Pg1NDkWDyirz6OtTWbNMVEiM40MVCnhycqdnFC2aA+FolIO6IeCa9uPCtxf2SFKZJZKA1Q5ZrnY596okcc1HvG0B6HFNDK4r7CdF2dTCjlr7fL4vBC2aVJMkLGqNSlmXh8yiQyczJoEsB0IlOQZc49xYuYLnkFWfCuqKwqmX+Hu7TkO/VKOOBWKUYHNK6seF4o7TCPxoC4pXm6h+PZDlhIGWTbqcf2QljLi7rSZv7+iKiwYJdnDVnwRDuKLubut+KhSghsLf2SYKnx8/lV0M+K2O0PHL7LtibzgWiGL9nNNHF+837LmUTZ9DCUmToQ3OE4kNDlhzxHz4WW9y6rR4TAsU5I9YiScRBefc1iil83qWuqISWSwETR53L7Dlw/PZOezkftLv9g9hymHWRiDwa1gLs8zPsJY7kRVgcLMPMM1dUrHL1JSPJFjKyUEqcqG3+SO02KtJuxEZcUTu23F4Yq/mFtVAJysva1ICf9p5wnGicXlyRJeIoIm/vLii3y6c4n/sPckf9J+gP988Bg/sPwW7UgkGplSSEEWhfWTexd5ZvMsDWPKzdEMn2pfIkaMdPajKkkq8+XpOf7Bxg/z61eeBuBceZ+v9M8yCkxOWocMAoteUEBtudivWEgJOMsRUgx9x2KuOMadT/FrKb+79TCjxOS0ucdm2OCYIcYjNc2hqji01BHLepcffPB1pksxscnbT3np7Rlyor2trtam8JU/fJjtoM44MSlIQXZPR+xOBcTm0doGlhJyEJb51uA4D7W2eWlrBRBCwSOdzIZX5z/efpQ9r8KmL2hohhxyqbhNUfF401kiTFUuO8s8aK+LHOFUdJGEhU4WQj3kPMGoHQh1dZAq/PjsyyRIPFW5RZLKXBnNc8drsR3UqWpOvjjU5Di7n1KW7b6wjaq+cMbECl/un2PHrwLwzOAiGjEzyphdv8pXR2fzLkcnY/TrCMiHkxq86q5lIxGFAJlFTWwydsMqg1AU+Xl9yKrZ40RGSPwL69R39Kr/Ax9BomEpIW6sMWsI3vM4MqgbDtvDCroZEUcycaTQGRaZeAartT5RIjMODDQrJBgajByTqZLwxfAMS6UBJc1nqTTgVKnNnldmEApB2M6wwsg/gyylYiZMih+rPHdwknfO3uXV3jJrxR5+Qh4yoWsRk0gIjyaRgS2HmIoQ5YxDM9+lQ8YMzkK8C6pPjMzp8iEv91dxyjqX7C0UhOLz5elx/ETl1rBFUfeZRgayKVCCFcUl1BU23TphqjCjj9n0RXpS05iiSm/7314crtH3bE6V27T0cb4bW/eaRImCG2uYZQHHGIQ2k1goyIuKj5pRaqaRQV2fchiUmEYGXb/Ae5o3AHIFOsC54j624rPhNtEkgWFsByVm9BHj2KSpjWlqYmcUpgpXRvNoSsxaqcuy2Wccm9TVKcPQ4lxxn+2gTlMbM6sNcBKDN6YrPFxa57e6T7JZrHPKOqAbF+lFBUqKx6IxwEl03hgv82TlTjbDLtI9CrfPCvHRDDxJhfXnKwen+cjDl7lQ2AHIKVTbQR1TDqmoIud2monP7vlCBfuQtY6XaIQoyJBHCx7Fy1Vlh++rX+OVyRrbThUn0lk1TZrqOHvoSLiBJhZjpAxDk4IacMcT59SWA3789Ku81FtFl2M6boF3zt4lSFRmjDFhrGCpYixTUAM+uvAmSSrzlfZpwRdPVEa+ScOcMqsOOYzKFGQfmZQ3psvM6ON8EXnO2slmpyqD0Oa41eYb/ZNUFIcoFa37BwqbvDldYtns8ZHmW9zy5/K0snF+blUU0iywQrCmi4on4hcVhx9tvoyX6EIAJrm5pejAE77xhjphTe3TjgsEqcKC1kcnZprqFGSfljrOE6Y+MvcWe0E1SypT2Aoa2LLPjV6LXzz1LHaWWeskBpthAy8UxVqTIo4bB1hqiKmJghWlMiPf5LPxfbyrcTsfZfz27cfxfI0oVPhM+yLbwwqnG21mrDHrXoPHqve4Mlnkx8++xp+8+i60kSz8wcD4Wp03a2WUlWzh9Lk5vJ/TmFGFWt+UQl6eHqekeGwFDeFlVhyeKt9k/6Eyb/bOoLiQrT2ElSnMirCMKNIxqA78zh+8h+TjEu8s3OS8scOr7hofmb+CLQcMY4ttp8qj1Q2a+pT7Ctvsz5dYNsWI4UiXUtVcjtV7HC90xH0YW7w+WeFCYUeMMCyRTDavizl7VXa4G8ww9C3CUOGRZfH8akcl5tQhnbDECbuTZXIvESYKa8Uer0zW+GjtdYaBxdmSQFqKxa3ODWeWhjbNs517QUHgd70yS/aAbacqSHbFXd5wV9j3yiTImFKELkcUVaFbWXeF9mIYWXiWlnnlA14crgGwpU44CCsCJRsWmNHHXCpucUI/wJRC7gQzuEH0HdWp7/lCfOAXiaUCfiziCA05YsYYi1W16XPoGGh6hKYGRLHYy8xbQxaMIX94736iQAE5pVWaIkkp6xstKsc8hoFFy5zQCwoU1YA4lZgzxxxb7vJCew1FTuhObRoFh55jkaYSL3ZWkTOBWJJKFHWfWcshTiWGjkVZ81iyB4SJQll1M4GZQtV0UaWYcWjihhp1y6HtF+n6Bcq6S10XcAYQ/sZeXOQtdwkAP1ExVUH+6voFOkaJh6x1wlRl31/gkfI6t1zRvp3XB7w4OIYXq9R0l2FoYioRq3aPd9VucddtMYkNsUtXfbadKre6LSqWx+nCgVAEax53J010OWI/KHPKOsSW/aydlbAV15k3h5yw2wC01DHVosOL4+MMY0tkA0spC8aA/aDMjDLmnC1mS7+z9wjvnL3LQ8UNdvwathLwIzOv8epklUeL9xglFvt+hV5Q4FJpJ/t+IxEAH9a47czyVPkmLXXET629wL+48h7skyIF6aiT4CQG614jQ2wKEY8sJaxoXa56i3lUX5hZr452v7u9Mu+fu86i1s9j1BQS2kGRk7ZYFW+4De4r7WIrPv2owJXJIrYccEIX4I8QJZ+JHa3IvVQkF00iPe/ufPthqBEz9XHe9n+iei+nTO0FVbb9GlXVYd4aseNUOFVts+HUaepTaprDpfoubqwxDE3cWGMji/ubscYcs7uEiYKfqGKhFjS5OZ3h/bWr2IpPSfHYC0TK0BGtSDCZJeZ0oShds7uME5MfnL+cE6gMOaKljmlHpTzp5qy1R1VxCFIlp8adMvZ5bnKWY4a4VurKhJYyoqo4/PH4Yd5TuoYph7wVLjOJDc6UDljWu2jfBlGoKg6FbAywHwrF8RG682YwhybFPFa4k2Mf33KXGEsmddulJAvfqELCKDFpZK1zEbpSJkhVFu2haHf7JrYWIkspUSI+izWzgykFPDa/ybd2V0lTuHXYolJw+RuzX+OGv4CXLTpO2oc4iU7w8ATjxSJ+K8WbSYlaAZKjIq+LFqccwj964WP8L+/8BC119DaVyjjg5elxVg3hjd8MG3x/802892rc/cxx0ZLO/MSJ8m1FGPHvUgLGAH7vD97NO3/6JqXM/z2nDbEln15cZL454I43w/urVxjENh9tvckwtnOh4Ucrr/Omt8xsQzCXndjAkCKeLt9glFgkqZR/xstqNx/DtNQxs/YIay7kpH1ALy7wx9v3c7M2h6UEYrfplvN0t7+98iz7UQVTClkqDDhmtHmme4GmMaWlj/Mc93FoMA2EpS9KZA7dEtXyoXAHkBIjcddtsj8t5yEpRUWw8cP0bVvnKDLwEzUDEAXUdcGc/kznIg+Ut2lqY06aYoERp3K+kAxTFeU7VE1/z7emrx3McrfTYHdQ5ma/xfXBDFcG84xCk+XSgGLBY6Y8QZZSJAmeWrxHWfX4wt5ZUsCwQlQ7YqEwFKvfik+ClM9zk1SioPjsueImn9eFTaQ3talYHjIpvXaZiWNQMxwquosfK3TGBeqGQ0ERUIxZa0xdF5CPKJXZ8ypcGc7TcYs51EOTYzEfnZRwIw1Vjulkc9aK4VJRXa64S9x2ZpnVBDaypjkMfZPThQNqhvDUtqMy20EdSwl5fnCCpjZhx6/SCUsEiWARjyODiuZxsbTDOUtADmqaaJuXVfG+KppH0fRZK3fRJLFznUZi6b1gDWlob/s93xwvsuXV6QUFnireZFYb5qi6OJVxY9HerasTdCkSs87IYBybAokYlXhidp0ZfcxBKBTXR6SqRWPAZ3oXueUKiH5ZdVnQ+5w294mR6GSko0dK9ygpYqajkDBbGdMNCxwzDhlm4QhHStRpZHAYlnJS1n4kZpyaFNNSx6K9q04pKR6vj5Y4P3/AOXOXOJUpZH7JO94Mx62OKLKpwoI5yMMeDCmipY+55c4SZxhJEDzmcWxRkt18jqwR80Bpm/PlfQqqz5LeQ5MiMZsONaJUgGHagbAEiXD0mFltxCTbgZ8t7hFmDoLdSYVBaBEmCmEqi5StRPiGR5FBLxBo1EW9T0V1iZF5snCLB+11ThcOOYgqmFKUF9V5bUBdnWZs3kLeEi7JLqPIEr5cUta9JlXF4YHCBnEqUVcmrOgdFo2+AJrExRzef9HcIkbiycLtjAPs/Kn7+rGi4Poezey/2T7OQ8UNglQRVsHEQpMiIfBJxfs+Op9HVqeGMqEfCdtJQfbzr1dUhwvVPd5yl5D5NsFXomd0NhdNivMF7OONdX5i5RUeqG1zqtLmL82/wgVbdEZ6cZGfbH6LnzjxKh8+eY1Hlzb4n8/8EbtRjcft25w3RdJQUx1zazLD37/0eRINjLZCuuRiFAJSJcXsStj7EokOpVdN/rDzCDe8Bc7YB7wwPIaX6KwaHXH9JBa6FLGg9vnZheeYnvVJJVDdt9XTRwpqxXs7tCWVRDH+hT/8Wcapxin9kMOozFveMt24mNkCowzYIZK+jrKYS7LLFV/Mq3tRgZY6ZtXosJQRscJUYS577Zw6FKllsouX6QZ+ovUif23hG9hywPXJPI6vM410tp0q39g9xs3ODPvjEg/Vt/hc/yLrXpNuXOSh0iZ3vBlKqs8DxU2a6gQnEp58WRJumVPFQ6qZPSlKFWbtEboSMYlNzhX2WCoOxHPTnxO5xKQkqZzn0g8Cm/P2LjXV4dX+Mn6ssuHVeX/jGvdZWzQUwZveDWq5gO7oPc8ow++oTn3PF+I0hTSVmKuMqZkuthZiKFGuYD7VaPN4a516weFs64ALhR2mscFDzS0emN1hpjyhWPDoegU2+zWONbsMPRM/Uml7wtrSCwqs2H1UOebF4RoDz+JCa5+H6luisJkRc7UxXqwxZ42xtZCZ8oSC6uPGwkP7NrHJZxrplDRP7AwLQ5xIx1bFattUQ5r2NPd+OqHO+rhO05jyte5JthzhlS0pbs7XPVs7FCKt4g5FxeOuP8MLvTUOPREcUFFcNqd1ro7m8vOmSkk+N25HJR4wN7nP2uadpVv5a2Qp5XS1zYXiXp7BrMkxbiQiy/xE5SAsc8cTqMBT1iEXSzt5VmdLHYnWb1xARgjB2lGZl8fH2PWrzBojOn6RXb/CYVBmxejlamFBbkp5c7rEXbfFoVtiy62xUuhz3hZBEEeK3aY6oqI4zKniQTCOTZzE4P1z13l+d42DUAii9oIqFUV4Tc8V9oT4KyhTUR2eH53AiXWGsc00exhXFYdxbPLa5nKmP0jYCJr0omLWTvUpZl7Wo1b7YVgWIRGpymPFuzxRvJPH5x0V5KMYtTBVRds8LtJUR5w0D4hSRYiOkMV7nFq0HQGaqWpO3sJ1sqIxa4zzFvVfWniFzWmNS/VdgWRFRpMSDDmiYUzxYpVJaJAgQB6vjFfZ8Bp5K34QF7jP2s5n9gt6n/usba46CziJnqMej8R3VdnlXGFX2DkQAQnTRAjJ3piu8L/cfh8rWo9JlrMsrrUy/ajATlRjJ6xz1VvkMBQ0rIOowvPTU+xHFbrZOe7GRWrqlKIuduIKqQikSDRiBJnLS1VCZF5z1pgmBkGqME1Fa3tGG4lkHdlhN6wxiQUh7fXuEmfMPXGeU412VM4U7i7jxOKEdsgDhU2iVOaEccAwsnlH6TbTWGdOG+QLssOgzHrQwpBDfrT2CoYc87JznFP6fvZ76nxleJab3hwfb73Cm84S3iUHbQLxQCe9VUQtB4xPRYKWpQja1iv/6VK+MCyoPv96+135bvMwKrGsdTHlkF5c5H98/POExfRtDGZWjJEgsiUSDdEKz9rVhS2Jv/q7/z0gvLZOovOodRcv1fhm5zi2LEZi48QUoju3RScq86nDS3SjIp/euEA7KjFNDG5682yFdf5w90GmGVp2N6pxGJXzBY4miQzfq+4ib00Xee1wEUOLCBIFXYkx9ZCq7aKrMVtujVvDFhXVZSNoZnQ+lQSJq84Cb00XiFKFXV+w8P1I5cDP9A2FPn6scsLu8P7GNSaRwRfb55g3h3QDQT77Xzef4gudc3yte5I9p4wTaVzZnOdf33uK57vH+ODMNX6w8TqPle4xjC3aUZmNoCkW9prAeerEBKlCXZ0wSf7/Yi0AGiUHUw8ZeSY102HWGtM0J0SJTIKUz2I/OHuNhjHlynSRlw5WuNxbZBRYVA0X2wiIUhlFTqjqLjOFCUuFAYYScV9hl5ImQiTGoYkXCWa0aGvYGErEYnNA3XQELUsf830zN+g5Ftf6c8ybQywlpOMW+fLWKW6PWwSxKuauytttjYLqixBvc8r+uERVF6ETYSIz8gxe6yxyrryPE+lcmcznooWi4vFIeZ09r8KS3sWWAxQpYbnQZ9EacF95l2fa57ndbaLKCTOmUL3KUsoFW8x1SrLHYVziNWeVt9ylvD2tyTGn7EOa6phiNl8dhSZj3+DWSNiLbk9bbDh1qprLgtanpk656i2KeXJsM8hU2x+oiVnUpt+goU+oa1MO/DIHXonjVodRZLLuNTDlkL2gwjVnnm2vxq3JDH6i8tcWv8m54n6e73vHm8mD6jtRmevuPJthg42gSYycF8j3LN3mP6w/hhtrNLVxvouqqxMuFbdysZgipVRUEWLvpcKSoUkR3+ofY222S0EVOcFLepcwVdjxawxji4LsU5B9Gro4r0c71SMKlSkH+a5rnHkindTI4RQtRbT5EmTR9koUepGwzQxji0pBcKTLmkeSvi2JPSrGFVXMFveCKl6qcam6w8vtZbanVcaRybZTfXtXnCpEqcI00ml7RdpekbvjBk1NiNnaUYn9UNj1jjCR08TI4iqz5LHYZjes0Y7K3AlbnNL3MaWQNb3DvVGdm94cd/xZLCXkUnOXK/4ilSxwYRiJNudRm3tR6zGrDXnYvsey1uW8ucNJ84Cq4nBCP6SUzZB//ca7+djsG8LLGlVYD1ok2aOtGxd5yT3OblTJPfNHArFxYuWgic+OLmHLPhftLQ7CCj3HIsgEQkeJS3Eqs6aJIID1sElJdvmhxmvMqEK3cNufpe/ZXPUWueossOE3ebp0gzedJe43N7Fln4dL68I5kFhshWKme66wx43RLLthjShR+NuXniMsQumOSjAfEjkqalmcXzkSu9j6NZ9Pbd/HQVimqrl8dPYt9sMKc+qQFa2XjwEGsU1Jdnn6g5cJi4iUrG/DH6dHdqaMV310FDclfuiZX2RGmXDMaGfv12OpMKAse8ypA2G3I+Fr+yd4fbzE/qTEZ7qXmDoG/+7Wk3yufUFch7Fwdzw3PM3znWP8h+0nBLVNErKsrbDBbX+OXb/KjD4WwtSCoAq23SKmGgkzkK+zPy0jSSlfOTxNXZmSpBJ3Ji36vs2rnWXaXpFLlR06fgFDjXhoZgtNjikoAVGioMqic/ds7wyXB8IJcnmwyFv9eXac7HOPhbumpPs8XltnrjXEVCP+ysIL1NUJ3Qxd3FLHIlNdDpnThjSyFn2A6Mo0lAnrQes7qlPfVSH+l//yX3Lp0iXK5TLlcpknn3ySz372s/nXPc/jF37hF2g0GhSLRT7+8Y9zcHDwp77H5uYmH/3oR7Ftm5mZGf7e3/t7RNGfHmg/++yzPPTQQxiGwcmTJ/mt3/qt7+bX/FNHZ1Bk6ghGNAhr0M60yv60zO60wqFbohfY3JzOsmr2uNxdYLY4pqj73OvXeXNzgb3bLba7VWq2y/XuDFuDKgdeiSfq9/BSlV23wvOdY+y5ZWGV0kUbLUFi4FmYakiUtdDaQYn9oMyjc1vIUsr18SzP3T3Jxt0Zxt0C17bncCMtj2i8N6rniUwJEk6kMXUNBoEo8i1ripnxgmuqQ8+zKapBnk50fTKPk+iUNaHSbSgTHrTWebpykx23ypf3TnOy1ObJxXUulXdYMvocK3RZtAZccRZZ0nssaH0W1T4VxeXqeJ4dt8qeV0GXI1aNDg1VPKiX9C5RKlPQxUPj1mSGGWPMjCG+fs1bYC8QLfAZbZQFr5uCH4zMzeksmhQziQxmtRFLVp/jxQ5xKt6/JsVseXVe7S0zCk12nAoPVrfwE4XdsMa8PmAUWewFoljcdVuZ0EbHkCO+3DuLKUX5/3MSPadplVUvn+v0oiJBNgMuqj41TcyeAEwpEPmpUszr01Wu7QixUUnx2AgEGU14MVNOm/vZ61ZY0bsUFY8lvUclE/sc5e6CmCeHqZInUsWZyvuoKFcVh4OwwjTS6UQl0QXwS9RMl7nCCEsJKatifixSo7QsP1f4QQehTT8qcMbeZ63So2FOKSg+a8UuVc0lSuVcqCKCH8T1qsqClf6yc5y6MskwsSotdSREZqnCg9Y6XqryxnSFa1PxGd8NWkIhLSUsaH32wwofXrhGRXFpqhN6YYHLnYVcIBimYldz25vluHHIotpnMWvrHbWlS7J4f0ciJUVKBMHJ8jJbksAtLmp93nBXuO4vEKYqpiT8zycN8SwaxDZBqlCQfcaJwC2KUBGh1F3Se8yXxnSicv55zKnid9kKG7SUERtBU6jeE8FTbigipjPKAiaWzR73WdvESJy3d7nqL9KLi5wy9nm0eJfr/jxf7J0nTFX8RKPn2TzTPp93E5ae3iJRwb6tY63rRI64TlIZYkNUTO9zM4SpwjGjTV2dME4E/AIEUW6cWJRkj4Y64S81XuTBH7xKbIhdNYiAiKM48W8vwqks8o+rb2r8pef/FgoJL4xP0FJHvKNymyCLCBzHJl8fnmLiGrywucbYEUEs33/6Cq6r0/dFR+q59kkGrsXGpE7DnPK3Vr7KKWMfW/bZjyochBX2ggrHrTZf75zg8cY6fqQyCQx6U/Gcmy+MMLWI7tSmonusFXuYcsgtd5YfnHkDVY5ZKA6x1ZBeWBDugVBjx6nyVmee64MZ7oya3BjMcmM0wyg0+djcZWbNMY/WN2haE86V93nf8i1+cO4yP7fwLD86+yqaFPNoa5OnZgRA5QhPW5K9DNajCLW6MmJB7VP9NrrYTlhjTht8B1XquyzES0tL/JN/8k945ZVXePnll3nf+97HD/3QD3HlyhUAfumXfolPfvKT/P7v/z5f/epX2d3d5Ud/9Efzvx/HMR/96EcJgoBvfvOb/PZv/za/9Vu/xT/8h/8wf829e/f46Ec/ynvf+15ef/11/s7f+Tv87M/+LM8888x386vmx2qrx2JzQNOa0vfsPF1mxhYPVj9W6XhFLEUEvTetqQBKTEqoSoxVCKit9olChY2dBv3dCroaMw11bk5neGW4ihdraLKwfOhynM/bhoHJ1NdZLgyoG1PGvs4L+ysUFdGSPlMViUbprolkRahdjSRQSJDYHldpu0WiWGHGGqMrYhmrKzErzT4yKSXVQ5VjFotDlkoDoQQNNB4obnLFWQRge1rl+mSeD1bfQibBSzWeHZ/jt7bfQUnz+IGltwA4aR9yczrDMLZ4o79Ixy+y7ggF6YvTE7zuiTQiVY5pGsJ+teuKkG9b8sXDJCpS0VxOlts8XN/keEGAD+aMITXNYd+vMIkNKoqLk+j0oiKmFDGMRXZy05gItbXqcxCWmWTz5uc6Jzlf3ufALzONdR6qb3F/eYu64XBjMsv3198U5ybbXRhyxI5X5cAvc8ObZxhZVBSXc0UxM+7GRbGalSL8VOWjS1f44/VLxEi537UfFZjEZo5IPAJXKFIqQr9TicvDRWzbz61WWmbhakdlLtmbGeqvmu8gj6IQxc2qUpCyXWRiEyOzoAq/tExCWfaIU5mtrJhVZYdVo8ODlc18B2kpIbOWmIW5scZBUObyZJlvdo9zczqTB1i82ltmEFrEqcwdb4bvb1zm7rDBtdEcr3eX6PhFBr6FKgsKmxPpGQI2oax5vDA8xkFYZpyIHf4lewtTEmAOWUoZJxZHWcvHrTYfrbzOcb3NXlBhEBfyYldSPJb0Ll/onOPlw2VWKz2iRObT+/dlyTkBphwySixsOSTIaFS3/Dnx4E/MXO28HjYZxDbbQZ2nZ28LH6cudANzypAlvUdVmeaQjd2wyjVvgaoiUpwSZF5zVinJXq6Av+Yu8LXxGe54M/z4wss81z3F3WBGEOlSoZYeJyY7UY3XRsv8zv5j/GH7IRryNMdZfnD2mojFNPbYDWv8196DTGIRwfr1yWl2whovTY7jxAaj0OQrw3PcnM5SNV02B1We3T7JMLY4Uz4kKqQiSSmG0jWxMFd8kJKUyZKO1Un4g6sPChJcbDKrDrnpzTNNdaaJsI611BHdqEiCzNO1m7gPO2TTHeSjFvW3H9kOOc3+lJ+1+NVrH+YdpduME4tWFu7xye4DvDFc5HJ7nrMzB6Qp6FpE1y+wYvT48KmrGErEleE8fqRiqBHLhQHvb1xjRhnTzpCV20GDVb3DjfEs16bzDDyLrx+eYBoKr/hydcCHZ6/wkeZbLJf7zJXHzFojPpTd8zXNoRcXuFjeZdEc0PEKxKkk8gS0kLLmMV8acbra5kS5Q92c0jCn6HLE6+Nl/EToTC6Wd5kzhryvfJULxg4JMlecRWIk3FjjpCkWcXPqIE/9SlLhpT/aSDiJkSdK7YQ1Gup3FoEIIKVpmv7FL/uzj3q9zj/7Z/+MH/uxH6PVavGJT3yCH/uxHwPg+vXrnDt3jueff54nnniCz372s/zAD/wAu7u7zM4KocNv/uZv8su//Mu02210XeeXf/mX+fSnP81bb72V/4yf/MmfZDAY8LnPfe47/r1GoxGVSoUf/sJf49JsT4AaQptJLFjPCeLDqmguvcBmyRzwzfZxyoaHrQZEicyV/XkCX0WWU2QlwTRCJhOTxdZA4ADtKWVNJBiNApOy7uU72aOUp/1xCUOLqJge+6MSkpRyvNYTRToQqUv9G3Va59vs79aECd+MsKyAsuURxgrHq128SKNmODkG8k6/iRtoLFWFytqLVI6Ve6yP6vz06reYxGbuk9vxqnygfpVPHt7PzrjCfGnEkj1gVh9xEJRp6WO8RGPDqVPKdkQfqF3hm+OTuZ1HRuyE1p0G76zd5hv9kwB8rPk6tuzzlruMrfjsBVX8RGXR6GdxhQbz+pB1r8E4MjlhtzlpCMvQXbeVCcOEn3Icm9xxmjxU3szziM9ae+ICj036kc2i0RfJJtlN8PnDc7y3dTPnSwtvq8wX2ud5Z+M2W16dOX2Udwi2vRqzhpi37ga1nD87jk1uT1ssW32Kis9BUKakekSJzLIpgPFHPNxhbFNUPP7Zax/kzMIB729dY00XO/fb/ixbXp0ny7dpR6U843UQ2yxrPe4GLY7rbVrqKPc2d5OCyEfNfMW7YY3j+tv+Q0VKKEgBLWXKt9xjgNgV7gUVbCWgExbZ98rocoSlhOxk2dEnih123Crz5hBVTjhmtHMhyTdGp7g9atGyJjT1KbdGLRQ54XT5kJrq8EJvjTiRqRhuFv4Q83TtJiXFo6FMeNVZ4357I7cObQd1trwaH6+/TIhQj44Tiy/2z3O+uEtdmRIjM4wtFNJspiwzikwMORKisFRGkyNMKeJR6y4BCu2oTEl2889pJ6xxFC6/prV5fnpKMIcztfRRsfASEQI/iAvsRxVO6IcMYpvLzjInzEMa6oQvD8/lyFlDjpjXhyxkHGmAL4/OU1FdHrQ3MqqW2L3f9mZ5ZvscrYJ40B4vdnmrL7JuH2+ts6T3eX28zPXBDLP2mGloUDMdSpn+YxSaVHWXquZy0hbz5VltyGuTFb66fpL52oj1ezNIvow2ktGHUg7lUHyQ4pRUlVDclKgg8Vf/u2dY1nrEyByEFda9Bg8VNyjJHuPEzFCSCbKU4CUa/9f/+pcwDyVhY1LIFdWpTB6/eBQUcfTvrR/e4qcWn2cvrImFamhze9yi59qsVXo4kc7xYoez1h69qMiC3qcdlagoLjecOWJExvMZcxeFlJedY5w0DphTh3xy8AC9sMDLe8t8cOU67aDI+qjBpfouT5VvImfaizfHi5Qz0l6UjWm8WGXGnKDLEU1tgpdo7HhVce+mCi1djM12/BrTyECTYx4objKMLUwpoqS4HIQVhpHFjD7KrW0gulIxMs8PT/Ch2luUFJedsJ6LMeOMGCbOvZTDSo4W5TEyo3HKLz/6NYbDIeXy2/GJ/+3x//GMOI5jfud3fofpdMqTTz7JK6+8QhiGvP/9789fc/bsWVZWVnj+eZGy8vzzz3Px4sW8CAN86EMfYjQa5bvq559//k99j6PXHH2PP+vwfZ/RaPSn/gBsjys8e3iK65O5/AE+Y44pqT7ni7ucsg6o6w6fXL+Pp2buEMQKbbfIMLBYbfQwzJDIVQnbFuOBzWJrgK0FFPSAnWGFBCnnHM+Zo/zG9iOV/XGJOJFxfB1Njlmt9Rn3Crz5yjEqukenXaZ7p07SDNjfryKpST6sWSiPmHgGFdPLUnViwkRh0RzQ9Qo4voauRkwCAcMw1Yg9p8zjrXX6UYGmOspVy0kq8Ymdx5hGOu9ZuMWlyg5urLHuNiipb4dsHyEmD7wS+5FoFXmJxqLeJ0FiRh8xY47ztiW8Taw6b+2woPVZ0vucsg5EC1ITQqEwVej4xUwhLlrUSSpTVj0u2Vt8X+UqS3qXkuKhSQlfbJ9j2exRUwWkYFVvE6YKK0Yvy62dsuGJh+Lp8iFf656kExZzaLxCwvc1r7Oqd5hGIhO3H9m0gxKrVpcklWhHWdSkFDOv9ZnVRmyMagxCm023zua0hhtrqLIgbb01XcqKf4QmxTw/PMG5xX0uVPZY95psBQ1iJJb0HvcVtnOWdTso5Qk1G0Ez37UdKU8DRGyaUPcKgday1hPvQ0oy+4yYmbbjAttBnevuPJ2oyJ4v5p4rRo+K5rJkDnJtgalETGODIFFwEz3b0au8Ol3jurvAsikSZgDRsTAdyrrHjCZ84kXNR1PehiJYivCJF2Q//90EjlK0TIeRhaWIxYpGzG1/ji/2zxOnEqt6h3FiZqKsce4XrqtT5owhTW1CUfFYNTpUFFcEsSPRy5S6vbhInMr5vO2CscOa1s4V1kdRdyEKipTkBfMoDWsSC2tKXZlwwd7hlckaV91FGtqU8/Yu9xe2eGfpFmfMXVrqiDBV+fzgIvueeHAeKfs1KeamO8e602CxNGQSGDihzudunmdzr06YyHx24xz/aeNR2n6RohZgZ+6KI9DKJDJIUomPNV+jrLpcmSxyxtzDlEMeLm0wU5mw1y+LIjyUOfGOjdwDfETGkmMxJ5ZjIbL6128+hSmHeaTjI8V74vrLYCdxKmXJRyllxeMD732NoJKKmET924qx9DbkI1Xe/gNw8Jll/tfNp6goDoYUcV9hB12OqRge95V2WbIHrJkd8bxBIFAft+9QVaasmV3eUbqFl2jc8gXt7zH7DsuaIPKdsg6IU4kPr17jA5UrjAJLBO94JS47yzw3PMvXuqfwYtFx+UDtLdpekZ5v0/dteoEgaV0dz3N72iJMFM7Y+8zqYkF2BOup61N2nUoeCGHIYV48a9pULFxik6risKZ1WNa6KCT4scq3JidQSJnEJr2oyA1P5HKbUsh+VOGmN09B9ill1+9BWBHXblj8c+vW0fFdF+I333yTYrGIYRj83M/9HH/0R3/E+fPn2d/fR9d1qtXqn3r97Ows+/v7AOzv7/+pInz09aOv/XmvGY1GuK77Z/5ev/qrv0qlUsn/LC+LKLu5goAW7EyFZSNJJW6PW4wjg/3sQaZJMYuVIQd+GVMR89YwVhh4FrOVMXoxINUT1F2drU0haooTmalj0PdsWuYELxazYoAwUUTwuquTplCxXYa+ydU3V8CTSeyEgW8hawlpKWJlvockAamEUQhASrm1PUMUy6wfNEhSCS8WVpEtt8besIyqJLQKUzQl5lx1nzOVQx5pbKLKYufgJMJ+80p3RVzApS4FNeDKcJ670yaW8rb9qqSIGZuliFi9oubz+cPzgJjvdMISNXXKnDrk0eI9Nv362zPvqIQivd1UWdXbTGIzFykdM0Q492PVe7T0MbedGeJUZlVvs2p0Mjh6kKUkFWj7RWbNsSg+cihoVonF44U7HIRlYaBPNU7bos28aAw4UxIeZi/VOAzK3HJnc0JV05jwXPcUM9qYlj5mGFlcsHfoh4UsIk/MHcexyeMzG1ztz+ahE7KUcuiX2HTrTGOdBa1PmAol+Eu7K6hZ9GWQqLw+XmY3rHEQVnLrTpgqHLfawgoR26x7DQoZIMKUwxzdqEkRLXWEQsptb5YwVdClmIIUUJUzG1Dmc2wHJcJU4U72wHlttMwNZ5ay6rHtVZk1xuiyQF0ehZ0MAottr8Ze8LZgSdCOtgA4DErMGGPmzBGrRoeXBmucLLSx1SDPXTYUkZ40iG28RMvmwhoz6ggZobw+a+1xN5hhPWxxEJZ5vHwXRUpFkcye6GLGJoRyR35nW/YZRjbTLNP5orFDXfbyVr0ph3lEIkCAKM7rYRNTDnMMYZyd56O5XZiqmZ1E0LAShJL5UmGL+6wtVo0OnbBEnAnhtoIGz03O8u9238mq1eGHm69xwjigHZXZCht8sX+et0YLjEITN9LwIpWDYSm/9keuiedpdAdF1vs1DidFolQWAifNw5AjNvo1bu7NsBE0qWlTppHONW+BcWzRjwp8eP4quh4hxRKPvu8ax4tdzn/wZt5OluIUOQDVS5Fi4Su2vlXI/KviHJcVD1MKeX4iulZ72bxYkyJGsclpe5/3fOh1Yj2zMclvF9yjnXFekCUxLyaFwacW2A7qPGLfFXjcwGSt1EUm5aR1mEcRPmivU1Jc1oMmXqJRUaY5+nNN73DZXWaQ2Lka/443w4XiHk1twtcnp3lP8wZhZqP8+uEJ7k4atJ0CUSJz252hHZWZt0ZCqzMqoWbX0WPVe2yMatwb1TkMyyRIvNpbJkwV3hgt8XJ3hWFg8u823sG/vPduXhodY91r8NpomdlMA1DKoiZjJMqyxx1vhjW7y6IhAikqikOMlAsyY+QsjSvIC/JLk+MkSExiM/9M/qLjuy7EZ86c4fXXX+eFF17g53/+5/mZn/kZrl69+t1+m/+fH7/yK7/CcDjM/2xtiYfMyUKb45UOFV0E3hdUn8NpESfSuVjYZk4d8LX9E1ys7nLglbjTa1DUfZaKA5r2FF2OaVUmLK92qFzqMrfUo+MU0JSYUtElSN4+0U6k03NtwljBVEN0I+JEs0vNdNndaGB0FRRXRimFXKrvIEkpBDI7nSqqGYKU4o8N4olG6qqs1vvYtk/XFbPtaayzM6lQsjxS4ES5w0P1rTw39rS5j5+odMIinzq8xDg0qZtTbDVgzy2jKxGz1piq7uae0k4gVmyjyGTeHGIqIo1Hl2Oc2KCgBWz7AoYxSgTY/YR5SEXzOF7osO9X2PCbgpksOyhSIhJrMvBCgsya3uGiuUVTG7NqCc/xW+4y9/wW3xid4rnxWfxE47S5x2O1dU7YYgfcVEfMqcISECMWDEqW+jOnCh+yLCUUVT8HQoi8YrGSTVIJP1FZKYjRxJLeoxMU6UVFNDmmqY5YyWweTqIzo43R5IS2V2TN6lJRXZoZrGLeENYnJxHt9iSRWLBGHLfarJpdZo0R/ajArCZuaC/V2fTreIlgRi9rPX6o9mou/jkibwE5AADgkcJd6sqEkuzmwh2FNEdhurHGODQJEiW/9hqamGO/u3qTiupyvrSHF2l5hrJAqcpZYL2PJsfs+2LF/oH6VW6PW0wjg2uDOZ4fnUSXRVtt2epT16ZYSigyYFOZ3aDGbX+WBJn9sCoCGqSUiurgJAbf7J/gjjfDjltl0xfo0X5UoBOW+Gb/eKZaF8qgI092Jypl3Sopf58hMvtRhboiIvO6UTEXa73pLQtGdaIxqw2FpzqyhZBKHWHLfv6au/4sFWWaFyJNirBln62wgSmFzGpDJrFJjMRb0yXiVGal0Oeiuc0osXASg5Y64p7foqlPWLH7jHyTKJWxtRBNizg5f0gayUz6NqYZYloBipRStV2O2x2qmsOdUZMX91aYTEw+fOoa/bDArDqkrjt8Zf80JcVlVhuyoPeZrle48OA6spTwdOU6F8u7OEtRrnaWUiCF2AQ5SlH8lN/cejcVxaUXFZERit4Vo0tBFr5zL9F4y11mnFjMqUO+r3oV8/GugHtIb4u1jmxN/+0OWcoK9B/+/rtox2VOGgfM2mNO2ofcc4VI8SgX2kv0THwn5qZlRegduqGIl3zu8CRfGpzn06MH+MrkPF/aPk1R8djy6tTVKd/sn+BwXCSIFT44f42nGneYeAaP19bp+AWuTRe4PWqKKE85wYk0Prd7jn5UIIoV3EDjS3tneKm3ikzK760/zPakysgTjP+xZzB0TW4MZpjEBuvDOg11gimHVBXRRZwmBvtxhadLNzhhHvLuwnUhINT61JUJ56xdLtg7uWXsKEnKlgNWjB4zmrBM1tQ/7X//s47vmqyl6zonT4qV1sMPP8xLL73Er/3ar/ETP/ETBEHAYDD4U7vig4MD5uaEP3Vubo4XX3zxT32/I1X1t7/mv1VaHxwcUC6Xsaw/25NlGAaGYfxv/v9bowUwxd9rmRNujmYoGT5BLEQf/3r9KU5WO1wbzdFxCpQtDz9W8WKVouaDBtuDCgUzwI8UhhMTUom5hTE7foXx1ESVk1w0EyYKh+MimhKzUuujyxE7kwp6R8Wbi1AHClK2a00BuSBa38gpJBKEMigpes2jqPk0i1M6kwJna4eoUoKtCZB5y56y75YwlYj7Srvccmb4g/2HCBOFghrw/tY19oIqS1YfJ9a5l4iHokzKILAwlIgVS9ygR3Soq6M5dCVmxhhz3GrjJ5p48EQGmpSw6Qv7UEVx0eSYXligrk3znesgEUSkUXI0K1G54iwyVx7ywvQk3bBAjMyhVyJKZUwlZBIaFBVh/XESg/lMZThOzEyleChEQlKALQfsBRWa2iT3MSqkVBQxQ6wrE7YlwYYeRhVWjC7TyGAYmhz6JT5Qv8rF4g627FNTBY/4KGN0Xh9Qkl3+yvKL/PbGE1nrdMIeVWxLiKquu/PM6COuDeZYqQvfeCcs0Q6KtHShDDelkK+NT2c345jjxiHLWjdPZMlV0VkxOrJBHYUbHAm4cga1BFq2mwMRjBGnEqqUUFADDrwSg8hmEokiexiUmNNHzFoj2l6RKFVYsIYceiUO4xKBrmaJVxLDyEZRJ1yo7PH84TEWimIRIUsJO26VRWvAJXuLL/fPsTWtsj6p44Ya/anF54vnuFTf5bHSHQAqipuDFZ4s3sazNZ4bneFdlRvshTWOGe3MHhYTJjqHYRkv0UhSiaY24bghZrg33Tm29CpV2eGat5hHCypSkoETZnimfYF3NW4RJmoOsRhFJrYicmGPwBy9qEgnKlJRplx2lzlhHLAdNFjSu1QV4Rs+b+7kPuFVq8N5c4f/fPgE00S0kGPELrukeKw7i8ybQ+rmlJ4nFuNBoHK2csAN5pG1mLrtcqzcZdEU4snb0xaXyjtsdGskifjMHyvdYS+bdT+7dRJ3qhOvyHyhd57LewuYy2N+YOYyk9jM2qEG/6envsonNr6PVJKQkhQ5lIh1KQ9x2PvCMvbPvERLHbEfVdGliGWty2vOGvdZ20wxsBU/A5MYrOlt/vLxl/mNg/dRuK2heNnON/t+6dvfWrTEs+KvevCP/uTH+e8/+hneV79OPyrwcGmd7aDOblTLtQ7CFeBlLVqV5wfHxXPKFXPz9XGDtldkb1pGkYUNas4Ycm06z6FT4tcu/i51xaEdF3jDXeXBuW1eGa7wvvp1Xhgd568vf4MwVfl/Xn8fXqwxmNg8s3MORU7wQp0gTtgZVjC0iCiWcRGjvKFvHo2/cUPBcDhdOyROZebUQX5/gijGh4kYTwg9h7iunMRgThty15/JOmpG1i0Tlr5xIqJyG9qE56cX/8ya9e3H/9c+4iRJ8H2fhx9+GE3T+NKXvpR/7caNG2xubvLkk08C8OSTT/Lmm29yePi2EOULX/gC5XKZ8+fP56/59u9x9Jqj7/HdHnsjcSKnoS6Yy5rPWrHHcmHAF9rnsbWQe6M6bqQxU5iwWBwik6LLMU1dKKhlOaXbL+L7GmkiY5ghB06ROJZJEpmDcZGC6uc/s1mc4oRv+4APO2UhhIgkUi3FzB7sEpCECkhQrjnCz2fGLK90qJUcbnRmKGgBzeKUrl+g7RUFyEOKaRhTtsdVHqve40OlN/mZ1jd4f+s6Z8qHPFjdYscXSSxXRvMc+CVqurCoTGOd690Z3Fhj261lzFeFlj7hWKFLRRPt/z/eeSBP8wGh0L07bbLvV8QcRRU+5lntbRvLIGP7FrJ5VFWZivkPErt+lRvjWaaRAEaoUkKSytjq27YbTYq57s6zF1bzkcFOVEMmIUgVjhsH3JzMiPzi2GZV77yNzyRhI2iJfFytz7ZX5Y43Q0sfU9E8LpV2KMg+tuzTUkecMvbzuePRHMnJWqOnq21eHy2JJBl1IpB3iaAKbbhN7h02uFjd5YTZxk9UTtqHlBRBG7sbtHigsEmYKvncXOQbC1/qTlTjMC7lPtaS7OKlYhGiIdrrO1GNUaa+PFqQHD0gLFnwn51Ix1ICzpQOeKx0lxWrT1MbY8gR236Ntlek74tOihtrjEKTPaeMmgl33FjnMCxxx5tBk4T1I0pk5owhmiSEPbfGLUEIGzXxY7G7HnsGga/Rdyymsc4dfxZFSsWiT+9T1RyuuosEqZJzt5uZ37Ike3z28AKHgRh1rBii63DURRjEQj2+HrTYChvImVdznFjZ5xyxF1ax1YBOWMJPVbxEiNvWzC4Vxc3jJI8WMhXFpax4nDb3WdT63G9viN2qMqWoeBxGJUqyiymFHNfbKKT8SPNVvjk+yXZQZ9NvcMud5a7bZBBYPH94jBvtGQwl4nipQ7ngccJsI6kJHz33Fu+evYVMyme3zvGpuxd4+a7YlSlKQhIrmFbAXlgT9jQ5ZLY85j2nbnHHm+FWr4mmxvy1M9/ijjfDeXOHf3TlB/jyzimOG4dU3rsvWtQpBOW3QRzujGhXH903QF4QSoonvNVeE1sOciEaQJio/OVHXsC73yFV3yZuScnbtqaj49t3zNaBxD//8odzpKOTGJyzdgGRD7yYjXC8VGPHr7IXVNhzytxyZmhoU6JEMBmCRMVUIwp6QCcq8ZXD02xOatTNKdNU55nJBT7RfpJVvUNVcwlileP6IWEiRg//YesJ4lhmf1wiSST6Y5uF4pCCEYgUsUghjBSCSEHJoj3jRCaKFNJUIknhjYNFTtgdnMSgIAUUpDA/h5/tXqScjZgu+8u86B3L9R6D2GYcCzeAKQW5sv7ouitnISUFNfiO6tR3tSP+lV/5FT7ykY+wsrLCeDzmE5/4BM8++yzPPPMMlUqFv/k3/yZ/9+/+Xer1OuVymV/8xV/kySef5IknngDggx/8IOfPn+enfuqn+Kf/9J+yv7/PP/gH/4Bf+IVfyHezP/dzP8e/+Bf/gr//9/8+f+Nv/A2+/OUv83u/93t8+tOf/m5+1fwIY4XdkcWkazO7MOB08ZDnDk7yg4tv8np7kQdaO+w4FcJEIYhFq89SQwpqwCC0mIQGC+URt6ct4kjcSGGoEOsy5YJHFIt5siFHTEIjD3kYuSYnKh0GgY20b5KuuihbFrGZUjZ9ekGBOFBAStHtEFWJOb5ySJjhL009xDYC2k5BqFd1l4bh0M28ee+tXqPv2/iJxrfcE/SjAkt6j985fJiPLl3hxniWJJXYHZXxQ5UzrUNsNaSg+th6mLdtndgQ6UpIaJJBLyzQ9QtIUsqVyQIn7DZ9xWYQ2kSpTC+wua+wjZYpXXtRgXl9ICIFU4myKtpQ35qc4J2lWzQUYXJv6BO2nSqWEnCpuI0hh7wyXhU3o/z2KrSpTWiqY3qx2HGYUpgTgjQp4oPNq/SjAiXZzYlYogXboKFNmddFNNwkNDhdECvdS8VtvjE4wS1nhovFHZzEwJZ9NoImdXVCOyoLxXVGpVqxenz14BRKRRQkQ4pztfY32sd574mbzOtDhrHFA4VNrrkLmFmUIoiC8lThBjEyOiKpaUHti1lxYtONqlyLCpw0DnI8oC7FjDKbz5GfWJMiQddKdLpxEVMKOPDLrGUMaC37vYJUJF29Ml5lGhmcKLQZhSamMmIQWIxDE1sNMoW/kouQyhnsI0wVLpV3+MrhaV7ur9LzbC7Vd3EinZcmx5ixx5hKyLXunBiDGCEFI+DV/SWsxZB2UCJOJdpBiVFk0A6KeTCIKYeQwB1/lhuTWYa+yev9JWQp5Yninfzng1iInTb3RSyklOAnGrf9WaGE9WvcU2fwEo0ZY0xFcbPrVs79nLoUsR9WAXI/Z12dsB408/xjL9EzpvSySPRKxHz1nttEk2OqqsOMPuKV7gofmb/C5w/OMW+P8GKVdzVu83vrD5JkiVdKOeWxmU2cRGd1ocub/QVa1oQ5c8R4YmFaAZdWd+hHNj9y4jLrToM3D+f59O59rJT6+KnKIw1hR3t1uMzgTp1f/MDn+PT+RRrmlN8YvRfX1QlVhf/aeYCPLlzh39tzaBNJzHYV8OopqiPhN1I+cfMR/vrZ53FiA90QKMq7botLxS3aQYkHChu5OOllR8wxm9qEv//g5/lV9/spXtfJs16OsouzQzr672xnXLmm8GuTH+Af/Mjvsx00GMS2IKAlCledBZJU4u6kyXpPpNYVTV9YKfszAFQMj61BFVVOUJWEfb9CzXCYMSfsOhX+XxtCsLvZq/FQeYMXD1fRlZhnhhd5fX+RO8OPMHbN/BmvKAmKkjAMLNYqPS7vLeQdCEmCkWOSJBKWEZIkEoqSIEtCI3PG3GOaGGxGdZzEQM6gQPeXtziuH/KV9lmxmA0sfnLuRWJkglSllOlL7vkz2Bm97oqzSEV1WdJ7jGOLpjb+jurUd1WIDw8P+emf/mn29vaoVCpcunSJZ555hg984AMA/PN//s+RZZmPf/zj+L7Phz70IX7jN34j//uKovCpT32Kn//5n+fJJ5+kUCjwMz/zM/zjf/yP89ccO3aMT3/60/zSL/0Sv/Zrv8bS0hL/5t/8Gz70oQ99N79qfjhtm3Ihwq4JG0Y7KDF0Tf5o637GjkFZddlMaox90Yo6We0wCk3ujhtocsyMNeZU6ZBpKMKxC3rAwaiUF2BdjTDkhBl9DGW43FukN7WZLY8ZBRZXtuaRU5AkgZhLSxELxSGj0MQqedhGyDvn7zIMLdbHdWGf0gJMJWLWyrB/XpFpaLBkD3CiKk827hGmKu9s3GYY2dx1m1zrz/G3156loAfcmMxSVH2CROF884C2W8zTm76+dZyS5WezYPEANORQKKEV8ja1LKWCfZ3NP6qaQ5JKdH2RYXyUxVtTHTb9Rv5QHMUmc+owJzoBDOIC3aDIB1pXaWVz33FiYpYDtoNGTsBSpCR/KFcUN/d7CvqWaAstaj30zHusSRGT2MCWAwaxTT8SbbwVo0vHL9IJi3mW8ZwpWsoVzWXTr7No9Gmpglstft6Ue34r/9nvnb3J17oneX/rGoVsF7HpN9jYbfCemVsYckhdnRCmCifNg4xgJKApzw+OiyKZpSf14mIOpbjsrHDa3KOiCJHaetBC0yIKsk9VcdiPhNhrP6xwytjPo/tMKWBGHVPVXN4aLmCqIaesA14aHeOh8gZ7QQVLCekH4rMJEoVJaDBrjSkoAW6s0faLLFoDXFVjzeriJHoOEumERT44e43/svEgH1q6xuuDJQaexc6kguPrrNb6SFLKQnlEy5qIBLAsnOPl/iq6EnGs0GXTqaFnvukdv0a14KBIKcPI4lp7lsXKkAuVPfa8CvtmhZY6yoVUt9xZ3lG6lVtuvEQjlBQB2len9KICfqIyp494rnOSn1v+KlfdRWzFZxKbufDOlEKh05BDdsNarvLfChtUFYfDqMw5c4fb/hxxKnMYlqhqDifMQ6H6lmKemrlDUfE4XupyurCfg3Ecz2C2MqbnWNwZNTlVbnNzOstfX/4Gv7f/KK9tLiMrCUki8yPHLvNY4Q4aMethi1ltRFVzua+wzT975YN8Sz4GUsp7T9zitY1l1u7b5aYzh6WGfH/jMv/3yx9BVWPSVOLlzRU+/vArfPCjL/HV//goSODMp9inB4z2S9x/boMbXzqBc8qgojpccRa5M2lyrCDmxA+X1rntzeXnypYD4lRmL6hQUXV+7rGv8q/Ud1G4Yopi/L9jaj2icIGIUaxdg3+8+gP81Qsv0QlL9EObKFWoqg5f2DnLaGoShQqFoocbaLx37hZ/cOsBSrZHmko8OLeNJiVMY8GUVuVYREJ6NkPXJIwUVup9SrJ4lkwDjRfaa+hqxGBio2kRthGhyAnzhREL1ohLxS1m1BE3Oj+A64vRxxHmGEBTY1QloWFP8WOVp+dv512yaWKADAXZZ1HqM4gLNLJ7/86wSRCp3KjOc5+1DbIo4qYUcNI8QCHhhjePrQQcM9pME4PLkyV6E+l/eyL/d47vqhD/23/7b//cr5umya//+q/z67/+63/ma1ZXV/nMZz7z536f97znPbz22mvfza/2Zx9KyqRrY1U9/FDwoYumL9oVSsKN8SyKnKArMWXDEwhLc8zN0QyqnLAzrbJiiYzTgy3R7iWVmAJSIDEpRRiFgNeHS4wDE0VOWKv3GHgWW50qdAyiYkzRDElPjpixRYulqjv89Ok71NQppiTEHc+kF/BijZIq8oFHkUUvEBe3G2kc+iUeqW9SUcVqf0EbsKANmNdtHivd4+uj0/z86rP8YfthQFCRolSmZjr0PRt0j2rBZTC1uJ7Ocrza5a3xAo9V72FKoUgTyiIXZ60xvaCQz0fn9SFbbo27/Trf17xOUx1zx5vhjLnHK9M1nETP/cFX/UX2/UomHhE79acr10lSOVcQh6lKVXEoW16ueh3HVs6ItuW351mmFNLLeMReomPLfl40DTlCk2NmM0KWKYcMI5txZKDKMdcn8wIPqnrcV93lzqTFSqHH1ckCMikrVo8ECUVKKWZq014k8m5PltrsBVV20horRo83Bws8dfo2dXWat4qPWn1HFrBhbBEkCi+P1pirD7niC7CKGYnXXx3N8VjhDr24yLOjc7yzdIvXnDUetNfzttfR+zClkDl1yFbYYE4dMkhs9j2h0nUiIYgpqD7/Yf1x7m/u5G2/KJFZsIa4uiZSfWKDO06TljGhqQk1eFMbsxdUuTmZIUpkgkRlXyszWxzz9cMTXKrv8OzgJL6vUSm67E9K6ErM+2Zu5O9XkRKuT+bYGNQ4Ue/gxhpL9oBjVpt7bot3lm/Ri4oYcsiK0aNZnDJvCU/3ojVgx6/RUCZ4aFRlB1sOaCjCmzvOkrMADsIyspRQz+AqJUV4/Uuyy/uKV/lE7wkO/RL3lXZz2Ikph8SpjJ9ovDFaIiwrLOm9zIeskCBz3tzh3x+8g482LxOnIhxkSe/SUCaZAnjKmt5mPWhxzO6w5dVYqg9wQw1FEla/G6MZHqpvccef5X3NG6wU+hxmY4EnC+IhrxPzr24/Rasw5W8sfR0nMfix+17j9155hMWlHgvmgMRRsdSQz109T7U25Xp5gb95/pv8xvPvQzJiUlfhU737eaS8zmfnU6JaRPGWxtzDY861Dhj4FvH5CW8MF/m+5nVhayv0mdFFylWYKizofSFUzJLQ/FTlgr2TLyIfO7nOeqvO6BszKCHCu5z8N0Iu3lZYK0FK8Vs2X6qf4QPz11k0BlQUh+2gTpxIzFbH7PfKaEqMpiTYcsCxZpdFe4gba5RVn2e3TlK1Xc7VDnizO8/JagdLDenGNpoqtudOYqArMX6oCvykGpOmIR8/9jq7fpWWPuaCtc2K2qOluASpzC+d+SK/vf0OwlihbAgewFEKU9cpMPRNyrrP91ffYJoYiPxuNQukUPBSQUzbiYtsTWsoUooXqnxp/wz3H9+kIYvr1JTCLJPb4CAo81jpLre9WSaxwTTSSdLvLAbxe541LZsR8kTFmxgYWsQ00vnwwjXqtksYqKz36qwVeywUh0KchVC0Lhf6TEMdQ4l4a7jAQbuC1leZW+lRmJkKmX8xhizLuKJ5TEKdvmNxpnTAyDMIHR15xmPxeIcT9S4lyxMz6Gw+2osKhKlCQQ7QpIjThUNmDPEBDyKbUWRQUAOKqs9CcSggItqY6pGAhYQ4ixaLkRlFBuPYoq476HKU725VKWF/XOLeoE7LmnKs0aNuieJ8q9/itjPLXljljtNix6kI9bdvs+NUaAclDDni2nQ+b9O/NFqlIPs8VrybpR/1heoxrHPDmaMTllgwBnSiIkt6j2Wti57Zi16ZrrERtOjGRXbDGpoUMacOcuXqrDbCyFrVcpZLqkhJfrMcEW1W9C41dYobazmRSYglArphgZruoEkJSfZ6N9aoaQ4tc0LHLxImCifstmDFZklCCil7YTXLLx5y0d7m1lgU/HFscn1jng/Vr1BXRSiDl2hsBw3KGeRDkcTDZs4c85H6ZdpRCT/R6IQl/kv7ET7ZfYCnG7cYxDavjlYEwN6fRZESbvjzXHGX6MVFBrFNSx0xSAS3eTes8uz4HM/0LmaLpBG2GnAQlrGUkEdaW2jZU/J8eZ9eWKCoiPzpfb/Cuttga1Jj3hzmyUx33RY7XpWHK5ucLR3gxypdr5AT4J7dPomhxlSKLnEiEUYKP7j4JvNan6Y6pq5O6Yc2dX1KsyiU+UXFZ8EYsKz1eLi4Tkl2mdUGDGMx433vzE3OFvdYNPpiLJLoOfhfl2LOZnNGJ1OnvzUVYRIlxcOWA7ysHRimCg3DYStsZIsT0WovZiMWUw7z0IfbzoxYfGfWKz/RshhDm/1IcADiVHiWV/UOn+1dEjYqKeFNb5k5ZcSy1mUci1xwgUMUkaiGEnGq3GbF6PKpzQv8qytPcbU/x8XyLhdru1z1FnlucpZXvDUcz2BvVObZ4TniVOactcu5E7v82PKrxKnMzz35LB+ZeQvDDunvl1k0BFK22JwKEWcs8dWbpwCYf2Cf4i0NOYCa6fDyxgq391uQSrz19ZNUFYfT1j4X7e08Ceme28opYntBhX5UwJAielGRZa1HQ53wWGWdv338Wd73w68wORPkmcj5vDizMh0pq6dzMqkMo8/PsenWWdLfzib+iWOvcl99j9WZHquVPqqc8FznJHXD4eHSOpYScnvcRFNiokTm7rjBxDPoeAXWO3UKZsBHV6/w4wsv04lKFHWfmeKElXKf+5s7fGztzewZkTKvDdgImgQorEcV/mD0EDOqYPrbWoAfq8SpzEa/xsCzcHwNL9CQpJR/d/Au/qT7EKPE5C13id8+fIp/vf9uXp4eRyGlFxepGw5uqFE0fcaekfuHvUTLu2VBqrJk9NkORL57RXWZN4c8Wtn4jurU93wesarFVE/2kKSUk9UOXa/Aa4NlwmwerCmiHaJKCQduiVFgYioh01DMrI88mamvULrQZdaesL9bQyln6lcvmxunMkUtQAKx66oOuNIuipY0wuReMUSikhdrdNwi37x1nNmZIQ3Lwc78mntOmXPVA2b1EaNwBjeWiVIZVUo4Wzpgx6+xUBRtk7IyQk4F8KGkuryjcoeb3hyWHLBU6HN5vChWgoqY0XihyjTSqegusprS9QQYfdctc3vcFAk+uogLG4WmiMULTXqBjRPp+ULlzrDJHycPossRmpRQUMU8cMercqZ4QFHxaGW5vVXFwUs1ZAQAohcUeKCwyTO9CySpzMeaE0qqxzFDCPgKslC+KiRZQRojk7Cmt4V4KTYzu5HBllenpjnMakPu+S38RPChz9u7vDFdRpZS5tUhhhzx2mCZpxsiOaqgBiyZfQ7DEqesg3wee8NZzYlYuiTaq2dLB3xx9wwXG3s8cnKdy84yK0aXRU34CkuKxxvuCltenflMmFXN4iJb6piC3OG3Dt7JY5V1Pr1/H/PmkMOgTFn1WbV2RK6yHNAPbRraNBOIjWjIU7pJgRvePDcms9wdNvBDlcXKEFVK2BiJFrAipZyyD/PFwZc7Z5k1xxz4Zd5fv8qb0yV0OUKVEwE7sBXq6pRRZIoYzN5xipovdsWxImb2WoSlib9TN6ccOCW8UBROL9XxE429oMKy2eON8TIXqnsUFZ9JLHJgvzU5waLRZ5gJ6u65LeJU4r7CLttBjZe7K/zw/Bt8qXOWQ6/E35x7jlFioksimehIHd/SBehjGIkHH7J4yG+6dU7ahxzXDzGlkL81/2yulm5HZQHe8OeEzSyVuFTdQZNiyrLLflrhjjeTB1mcKR7gpXqeeHVv1EBvxkCcC5y+PjjJgVOm71nc39xlpdBjwR5iyQF3Ji1kUrxAI3A0Nv06/6n3CA8tb/PM3XPIcoIkQRzJxIrMktHnIKxw3trhv1t6jp2wxidef4zza7uYSihmnYWITb/BJXuLnzjxKr9/90FcUyOJFb7WPyUEc+UU9fyIgW9RKTn0tqvouyr6gAwmkzCMbeEcSAxWzS7tqJQJHAV/vKZOWdPahCh5hvN1dwE/Ufnbj3+FTy5dYv+VOYyelFum4G2wyLfTt57/5CWWfrzPK/0VfmT2tdy/vT6pszWqMXEN2kmRDblOkkoEicLZygHjwGAwtXAD0VGaBAaz1TFPztzDT1TemC5z3GpzoSLywouKz+OFO7SUMZ8dX8KNNfbCKjcms/xQ6TK2lPI/7Z5no9bgdGGfGWuMIcc52liWUs7VD9hzxDx7EhpsejUuFBvC0zxq0p3aLJoDWuqIXlzkfHGPe6M6ABXLyzsKVcVhmhi0ozKn9H3CVGEY2bw1XECWEp6q3+GTO2eBL//Fdeq7rGv/hzvOz+/j6yU2ezVKLY8Zc8zXdo8zXxoTOhoDV+O2GrNUGgiBlm8x9EVWsRPpbAxqPDK3xVU7ordfYeoayHpMueQIEVXTo2461HUHJ9KZhDqmGor802KAaQVUDA9TCbHVQIRj6y6qnNAt2owck8HEJkkkVDXmvSu3uT1u0tELwp7ilmiaEzQpYd1pEKUCFSdLCVfdIypPQEEKeCWsUlFcvtA5m8ckmkrIvJmpUgOLcub/fbW/zMGoRNH0OXBKSIiQ+XlziJ/ZSkqaR5Qo9Nwyi/aQaaTjxSpKxiNOFAknlRiGwsIlk7Kid/NIuwSBcBwlpiBDRWXeVb1JQ5mwZA4yBrPKODEpy6JFrRFTkl02ghZyZllJkBnHFtPE4CCs0NTGVJQpM7qeM6sNKaIdlxhFJqfNPY5bbYaRja0IDvZ9lV3WPQFHeaC0RScqopBwbbrASfuATliipb+NtwtSle2gzgV7hz92L/HlK2f5H574okivImEUm8yoY4JUsGpVWSijO1GRSWywG9ZY0PocRiUermwIeEeksmJ0+Y+bj/PeuZuUZI8gUZnXh7mKFoTicprqPDc+S8cvUtVdCnogRC+az8a4RpzI3Bq0WC330eQoJ/k8Vlvnxf4aZ0oHtNQR7yrf5K4/w55boe2KefMGdbxIo2FM82vSi1QmnkFbLZKkEqvlPruTCqosdPNpKmUKWZ3PH57nYnWXSWzixyquLGAzQaLiJypBorLl1ZlGBptanVujFg/VtzDkUIS2KxG33Bl6ns2mX+Uz5v1cLGxzxVlkx61S1x0a+oQL1rbQIkgmJcVFSURSUi8ocMHe4QXnBJoU8y77Zj7CaKgT4lTm+niWKFVYsfvUNAcn0bnqLHB9KPKfPzZ3WaRTKS633FlOmIfEyLx/7jpvektoUszL7RWeC04IBW6ocHK2w9c2jiPLKfWiQ9V0uXXQ4ro0g6FHHF9uc2+3STjReX1nkTSViEJRYCQpRZETTpr7zCgi5euI0S2pCWdKB/zxtftJHJVia8oxo81DxhYbfpNTjTZOpDPyTa61Z6kXHAqPBgyenWPDqBAbKaWOhOqkSAn8q5tP8XfPfoleJGhgXx+c5EJxL4+NtGU/QzwKCEWYqpkt0aGpjigqDTbcJt83dwP7Y5f5jRfeS+GmjhIAsWhNS1H2zxhhsXPgdz71NPOP7vHaZJU5Y8iWV6Oqu+yNytimTxgrJInYWJwuHjKKLDQ5oVZwxUKtvs+Leys0i1O2nBp3hw1Khp+NUiZ8q3eMH5t7RTAF5JD3F6/wR/HD3JjMctzuYEopdyNxjV/rzzIMTVZtkUR14JeZBjqDicXAtYgTiTiR6Uk28+URd90WZ+x9okTm3Ut3kKWUP+k/xLvKN/FTlbPVQ24NW4w8gy/3z/FDjVczrrQQz77hrdBSxziyzsAXZLC6OkH79qirP+f4nm9N1/UpspQiSSkPlzb45v4xNEUUqLmFPtXGBDfQ8GIhcFGyB8/At+i6NoYWsT6pY9k+khETuBpWIeBH195gvjziTPWQtltgnBWjY+UeSSpxf3kbTY9oFBw6TiFPInEi0e4e+SZxLE6/bfqoaowsp7zWXWR3VCZKZE7YbYa+SVVzmTVGrNldZCnlljvDXlDlljPDtyYn2AnrfGVyTrQK1QlxIhMnwqcbxCpXhvPsOWUmgcEkMjjwy+hyzPmZfWYKE1rWFDdU2R+W2HDqvNwWu8lxaDLOghf8RMmDtY943KqU5OHbSSrltC3B+LWxJV+0CjMxzlFotkzCotHn8cIdFJLMCO/nD6ckYxL7icYosehGol3bCUt5uMCRBWTfLwvvYVjinL3Hsim6BUkqYysiDxbgwC/T0KacLe5xEJaJs981zIhER5ml49gSnO6ghp+o/MHBQ/iuhlHyeXm4JsIt4gIvT45xGJUoy8K2tGL0hDfVq9LUJnTCklD4qmN2/Br9sICthewENWbsMbtelc+0L1LXpizpIknmrtvCSXS+PDzHVthgzytT0rx8/l0xPCqaEB16oYoXaCxbffxE45hxiCIlGLJY8B34Jf64+zD/pf0InbDIit3ngdo2dd1BlRJqhsOK1eNU8ZCmMaFmuhyr96gZDiPH5MApMWOP2Z+WqZouK5UBAK+OVhj5JuPI5J7TZHNcY2NSx4010SGRY9RMejsMTV7tLDMJdNxYYxhbXBnMMQkMDv0SJyodbD1kFFm8OD5OLyhgKBGD0OKNwRK3vTnKikdR8ajKTr4QaPvFDH3ayWbn4prpxUX2wwqf6V2ionvcV95lwRhw0jjgvLFDUfF5qnkHJ9S45c7w0mCVvaDCjD7KBTsv9tf4z3cf4fOH5xk4Foqc4vsa1ZLLvDUiTSUkKeWR1iZhrKCqMYoiSHtepJKG4rrStJii7aEbIbKSCBWzr6FLMYdxiev+AneCGarKlJXZnki9clUkPSFNJRY0ITLU5IgFa0jdcOiMCgShyv6gjKFGJBqYHUj0VBTJTEwVv1BjEItngS5F1HWHYWRhSiGT2GScmPn4pyAHbAd1FBJemayxpgtMZScoUFenTGKTn37keeQn+0RmlmUcfZuKWhIWqlQCfSix/cZ8buUsKj5erLJa7VPQQz6wfIOnl++wYA0ZRRaWIhaXlhYy8Qze6CygKnG+c1XlhO7U5o2e0Jy8o36X39l9lM/27+db7iqveyv4Wf+8qPj8+8EjfGV8nnfO3mWhOCRJJQ78Ek6isz2tUrccLCMkiBTCWKFmi4jb9rTIKBLkLzdUudxb4ItbZ3hu7yQ3vHm+3j5B05iwUupTsTzujhvc8OcJMp3Lmt4hTNRckf7u2VusFXrc81u8r3XjO6pT3/M74lFkcbzW5YfnXmcYW5QMn4Y5pe/bmGrE2DVJU+i5NscrXXanFcqGR3tapGx6NMwpTqRz/+wuV5VZgkjlgbkdtrwak8DgxdEKnq9xN+PyPtm8x7ZX5bYzQxQpbLdrJLHEQLXx6ypepOJGGmEiI0mgZgrLheqIzqSA4+uociKAAVLMaqnP/YUtrjoLXCxss+1VaWQP70lsMKOPeGl0jFljxCnrkE2/wVJxIEgygYGtiRvOUCKGkZm3aNaKXTantbxt2SpMoQDb4ypJKnGjN8N8aZTv4J1I52zpgElscHss2nGGErFsjElSEfouSyklxaUbFdEzFbQpiTYyxDnY4mXnOAt6n/WgSUsd58i4o11zJ+NADzPxlkg9SpjXBnipRkOZcNefwZRDPli9wh91HuJcYU/k8yquwO9FFt2wgKWEbHk1LCWgqY1Z95osGv0cNmApIYdBmYIqoBHjDEs3jCzuTprsjMpUKqL7YSkh655ILVor9vjG6BSUb+UFvxcVeGflVrZoKLIdNDitH7Bo9HlzvMhSYUA/tJkzx/QCm2s7c+yMypw+tUcvKnDSPhCr6ljn1ckqhhyzOa1BAc5UDqlrUyaxwXJpwK5UYcYWEJmi4qFIKZPIoB+KMQIqeLGI06xqFg8WN9gLq8xIYzpKET9Rs5l2yDGjLZKjwgKX2/PEsci4/lsrz/GvNp9GllJsNWDHqzJvjnAiPfcWR4koPG4swk6SVKKo+LzQXWMa6FhaSGdc4FVpmU2rzm6vgiSljD2DD65chyrsuWVGvommxDTMKZfKO3xx/yz7QRlNjrhobrOojkT4hezzDU4Qp7IAgmS+472wKqxnusiGPmUditm04tOOyoLQFZm8MFwjjBUsJWTV7jGKTC7aW/TiInPSMPO4ivdrGwEr5T5Fw0eXY24NWyw1BqwU+1RUl2moYxshcSJh6yH73QqSkiLrMVGkYOkhSSJTsHzeu3gLP9E4jMokqcScNsRLNA7CKpYa8qnNCyCn/MjF1/ijNx/kc4NL9Ep3+dLhWZYLAyahQcn2mbgGspzwVOsO//URm+jrdYqbMqQgB2KXqg9FbKMmxXTjIjPamG5Y4FOHl7hQ2SNKZE5ZB/z29jv44fk38k7MqtllNxQ52n3P5pY7k6NwH5/fZPoD+7z2zDm0qSjGSgxRxlg62h1bhxK/98oj/I/veEYkYVljCoqPVo6FmyEqEacyz7VP8nhjnZPlNnsZGthUI7xIZd4e4USaIByWBqhSQicoEKYyZysHfGXrFLfLTRbtIU1jwiQ0+OTOfRhKzPnaPi8drNAqCFBNTXUw5ZAnlu7w0uQYi/Ywv05VWWS23xq2KKoBnz24gKYkBLGCH6qcqO/z1c4pLlT3qCguDzY2eMk4xpXhPMNIbAwuWNuUZJclvcs4sfBjAUgqqD41dYqa0eD+ouN7vhC39AmvdY+zYAxIkNDkWPhvI5W5wghdjrl32GCUSgQlhaIuVnOzxTEHkxJPte7wlf3TonhVe/S8ArPGiB2vSjfz+9ZKDr2pjeMYbBfFSrbr24S+CiloZoSaKQCHE4u54vj/zd5/Bluen/ed2Oef48nh5tC3c/f05IQBMCBAkCBAUqu0FHdLS1lalbyltcqucrn8xnZ5XbsOW+VybckrSxu0liWTlChxSYogKRAECGAQJs/0dA63b04nh39OfvE7fYbcF1q88QtP+VR19WCqMX3uvf/zC8/zfD8fhoGJrqUYWkp/JNRdSaJimxFXG2dYSoIs5fQjG0eO2LI6mFLC1+q3yQqJsBCO3XeHmzzqN6lYIVerp0xTnWFsUTd9doc1bC0Ri7UWUdUDDCXFUFIeTQTcpBO4XK6cIVOwYg3Z9ev0QgdrBqu31XhuixkmNlXN59nKochNZwZBpvFaaZt1oz8vSZ/Xz2Z0GfnPAQaebrZbxtm8J/d0s57kFmczk8+G3uXd6TnR4zWH9FOXDaMrBmZmKsejqIqjRrhKyOeqj/nB4CL/bus97ociZjJMbeJcxVISDDklLRSO4yqbZpfz+tk8eC+gAzVqqo8mC1TiYVjlwbDFC41Dfq55lw8m66hSzkedFX5u5R6v1XcYpyad2OW96TksJUEhZ0EbcxDXuTNZoqSFHOQ1fj0WGfo0VxinOqqU81Jph3989gaWHRElGt3Z4vxb+y9ypXrGObvLnfESC9ZYTDOHZRZNcShSyKnpPrGloso5T7wGQaahWAXDxCbKBTlrmhgkmcBgBpnG47DNs/Y+t4JVNs0u24EYQivJoejBmz2mmUGUaGhaRssRbPEle8z7B2vEY4P/6PU/5cPxGtfLx4S5oBLlhcxl+4SHQRsvNZikJtvTJoPZbbKih3Rkl+7YoTdx5jdITc2oKAEL7pi70tL8vT5bPuRHvS0UOecZ53CuPezNnqeb/hovVfeY5CYlOcSUY5ENlhMR2QnbpIWCn+uiEqB3CQudf959jUFssVXqstHq89F4lUvuGVuWkEeMUpv9UPQvJangxCuTZjK90EGVc7xEx9FiKkbAJDH4zd2X0LSMLJNZro04m7ioWkquSMhyga6lFIWEbUa8trjHl8r38HOD7ajNTwbn+KsL7/He9BzfO7jA37jwNn//8VcoNYUgwXQj5Bl3fPuswaULZ9QMX9D+jIjPt7ZxlZD/zdU/4H//g7+OlIKcFQIIlAtN4n96+xv8z678qaDPSTlrprh1P826T3KTLJdZ0IZ00rIwY6UWb4WX+Fz5EefNM37v9Dkul045DiusWEM0OeNnf/l9vvvbLzFLiokbcs6chQ1C2fgPG1/kP7z0I+ESj10WjTGPwzbHYUVw7dWEm6MVTCVhwZzQMR2eqR9zZ7BIjkTD8JGlgi27yzC1sWRxEPRSgy+ubM+kMEJp+Tn3Ee9MtxinFqqc8XxLSG36sUOQ6RiySITUNB9LEVHJg7BGmiskhcxrrR0+HqywZI9Yd3IO/QrL7ohzTo/DoMpRIA7svczl/d46y86Iw7DKNfeIblqmO1u3ZEm4u8/iMs/a+2hSyt209lPtU5/50rSjRAw9iydBEz/TqRoBk8ggTFXiTGW3VyPLZCpOgK3GyFLB6bTEkjVmo9IXNxhHLIJnfomeZ/N2Z5M4U9C0lDSXSTKZcddB01PRy4ktTCXl1fM7nF/tUC97GFpK3fSxzZhxZHKx3mWpPOaF1gGrzSEt12O1PmSpNOHJuM6CMWaamWy4ff5keI273jI/mZ7nbrAMwOOwzSfDZdJcpmKFdCYuLX3CgjFhyRpzNC3POcNPb8GGkoobsJRhKgnDyMJPNB6Pm4SZiiGnhJlGw/RYsYeiTzwrMz1d0KeZgSwJIcPPlW/xnLPPk6jFlnFKXCjcDVbmJKSnueCn4/1PaVklRQAsynJISQ4FVD9ucN9f5DiuCgSf2WOcChPKBfNEZPwQsZQnUQt11ntpq2NKckBJjehlLvc8MYX8s5U7fK12S6Dz9DHXnUPMWV7642Cd++HSn0FLyihSzii1+cP9qzweNXmltceiMeLHwy0+Ol3hWfeAn1l+KMQgcsKa2SfNFRb1sSCCTRbopi5tTRiqymrIMLY4Cct0I5cXKnt0A4fjoMzb4y2KQkSm/sr5j3CVkLY+ZuRbvHeyxgfDNeJcYRDbeImOn+qchSUeTNtiwUxE1tJR49kGLRMWKtfdI2Qpp6RF6HJKy5riaCJD/G5/g988eZUFTfTDxqlFTfVmA2UxFcXjBXePqi2G9a5UTgkLbe6EJof/+pPPE2cKvdidm7XWTHEAu2idIUsF9wZthqGFrScslcYEqUbdESVBTUtRlZwkUVHknIrqC6qXKQ7JJT3isd9iHJksWJM5uGVRFfS3O9EK236TVb2PLYu2h0IxF4zcGi/z1tl5bvaW+cPj62xPmzyJ2mJCWElpmVMGsdBSfq1xm37iMEgdZEm8lwxZgEYWdqiaAZJU8Gb7ETIFXiQ48nGm8mRYp8gl0lQmDlX6ni0gP6lCninkmYyuZqJ8nMtUVR9TSmipYwapzTPlI/6v936OPa/OL2/e4l8f3wCl4EK9i5/rXGmf8reb32fd6FHkMr9/+wYXbTHMqM/QsrtBk6riYX258+kqLv2Z39+piAqVHGLIiQCc5E8z+j51xePnF++K/rCUkBUS580znnX3Z0mOiC82HhHkOo4as6SPuGSfYCkxr/87N0lK4u9RZuAoKQPVR2zQBUg/qPLBeJ2r1pFgD6QWXmawYg058ipsuV1aprjN9iKb8xUhj7hWO2HFHHLVOWbRnNCJS7O/N+Gye8qL5T22rA6GnBDNOO7DzOaSdUJSCHzuU0a7LBVUNV/YxVSPrJBZ0ERlZZIalLSQqhZwzuhwqXwm0hhWn19cuMVzlUOa2pRhLKBO7/XWue2tcK12Qo7ERfuMa6Yg5102j9gOWuSFzKI6Enn0XKMsh6zog59qn/rMb8RHUYWqE3B3sMB3Ty4KzWG/xNgzOfVdaiUx4arJOdujJlXdx9FjvFSnYXi8313jUb/Jkj2mACxdPLRPp0tVOad/WIVc4qub99HljCDV+PhkllN1BizYU15oHxLnCudqPSSp4IXyPvcfrHB3sMgoMNk9q/Po4RL3Dhc5Pq2y7TX5eLhKnKv0InHTCTKNe5MF/v6jr/DjM1FmebG6L6asyxOe+EL/dn/Y5oXWAVkuM42FuCGe9VLiXMVLDVQ5ZxobvNbenQ92/cnxJXqB6GV7qcG6Ix6iuiHyqYPY4sAXvuENvUs/c2mpY9qayPfuxQL+Ps5NPgg2OUmrfH96hTuhEGwLk5I5lzU8VSjuxk2SQqGm+SzpQw7iOi11zAX7jJO0wums7FhXRb5TRniKvdQgLgS4IcqFxeWSc8aKPuBmsCY4wYmNJqc0lCmXzONZvMqdAUQKVrQ+q/qAD8dr/Lh7jnPVPj+/dJdNU0yXXnTPWCqPue8vctE6nfeUR6nN56rbM9l9f57dvDldI85VceDQxJS8oQg0Zmfkcua5tI0JzzaPuNw8Y0kbsql1+G8fvMFqdUjT9URJOdE580sUhURV9+clwiV9xLOlQ56pH1NSQ7asDpYSM0gcuolLP3J4OGxhKinjRAxTHfvlueKynzrs+nWqms/DYAEv1wXjWo7FlG1pgGtGoud2+gYvVPd5buUQuyk+J2Gm8c7ZOn5m0EscKorP7/ee44fD8/z4cJPuoMTQt+hNHHYGNY7GZSahwfMLh3xh5QmqkrFaHzINDX44uIAmpRhSyqojDn4Phi1xGA5KvGxv01YnmFLKvWgZW4656p5wxxeHUV3K8HJD3JhTl02nB4AfCwTnzzXvsqQP+Xi8ys9W7tAJXZqGx27U5P3pJsvGkJvjFQ7iBqPU5u6sf317uESQapSMeFb+lrCNGNeI6AQOg14JRc1JE5WikHCMGEURvV1ZyXCdkLxgnliYZgYJCodJjaY25Z/feom/tvUBf3nhfR55LXaPGhhOzBfqj3nNfoytJniFxhVDxLmKTOa7nUtsuH3eaG5TUkMBUvG3+Atrn5BrkLiSEDgoUEgST10DppzQTUr0UwG3OYtLyFLBKLOpqD791OV5c0/IVWY95f5sJsPPdVr6hEFs0U/FoaWtj3mj8ogLX39Man8qhJBykStWok9v5h/8zjP8N3tfQJYK+rE993s3rSmWkvB41BSktZ01Dr0KspTjKBHuLIVhKTHL5pBuUpodlC0MOeEwqnIWl9kyTucgjn7qkheifdTSpywY4vK0F9TYDZr87tFzfL9zYT6MKVNwEgoqX4b4/23aPb55cJ37vpi4D3MNXc6ozpzcUabyeukR+5MqH41XmWQWppygkXHBPp0Z3+yZWU3mYbSIyk83rPWZL03HucpaSXzIB5HNqj3kkSs2jO6gxEpziCwXQtLgDogyFVNN+PhkGXvW2Dc0Ado3VXG7VKRCkKkymZIZMZyN8V+0ztieNpGkgpIVca/XZrE0oR/YLFhjdnp1ZLlgtTrkOK6g10ImoSEmKpWc+tqA4cTi+fUjhrHF4aiC3kyRpYK9aY2DYQVJgpXKiAc7i1yunnESVcgKiSV7jCIVeJnBojNmkpisVEZi8Q3suSd5xR7ipQbj2GTZHfFo0ppPzq7MBhziTDwWJTUkylyqWsAwttHllElsktvSDLkoHriq4vG+t8mz9j7vTs/xf773C6xWRnP124vlXcJcR5Hy2UCWSZjraFLK0Uw0bkgpFSWYwRakeUn7O90r/K3lt6grU/JCJkNiw+iyGzVx1Ijvj67gZTqvVZ6gzKwzt4JVwlzDyw3O2V0OoxoXDUG/ern0hNv+CpMZiWk3avJW7zxVPeBq5ZSyGrCud7kdrBLlKjXV5y8ufgSIaNVXa3f4nbMX+MXWJ9zxlzFk8fO5YJ6iqGKxAHEab2gerhKxafb4aLLG1cVTTrwSl8wTnrUTJpnJu+Nz/NPha+hqSpIrDHwx05AXEkmuEKWqgNpn2nyjUaScl9wdPvbW+Mlwiy27SycWIo3dQY0kUbhY7TCMLWqGmOZfsYc0NE9I1XMFLzMYJyYTy+I4qdFUJzzwFmibE5bMEe/117lRPSLMNe52FvjS+mO+t3ceXc7YqvbE35crfDhdZ5oY7A5rpKmMpqfYM9YvQJIqLNYn3O0v8Gp7l3PVPqNYgGN2JzX+lMuU1Gh+0GhZHt3AEc8zBSES9+IlqorPR946DydtaobPnwyv0dKnvGDvokkpB3GdtFB4tn4kZByRy07Y4Evle2w5Xe6HS0wSk8/Vt0lmh9Lf3XuWINZIc5maHvB68wm/t3ODkhlhqQleqtOPHZJMwdVi+oHN2DORlBxZzrFsIWUJU5U8lylyyHKFqW9gGCmOHvCzK3d42dlmJ27NLFQu/9EL3+d73Uucec8yHNs0mxPSTGbLOOM/3/sFHhy3ifOf4163TZbISGrOybiEpSY84xxh5gnvDjfwU11EDW/ElG/qFIoE+YyMlxT8n37wi/zPP//HfMF9wOO4zSgV68BZUqamenNi1Y/8izxn7UIOJ3mFBW3EQVzn9niJL9UfcqN8hCknLGkD7gXLlOSQzzcesfeFKun3GkgpoAC5wEk+lURIGZx9Z4U3f/V7+JnOs/Y+N/01zjk9jsMyR70Ki/UxslJQFBJ3R2L24jiscL9Y4IXyPn6uixhlanPNPhIJCzWkqU14xzvP/ekCv9z8mKO8SlkNCHKdw7BKkGlziMetQR1TTVhzhnMkbkkLZ39GpB6iXGXJHPJ3z3+Pkiwsb1khCwyoOuW/673ONg2+Vk+omQHPlgVHvSoLLeKWfsZ23KakhHTSEnVlSlsf0w9/urvuZ34j/rOvhunRjVxUOUeRC5YWugKP1hjhaDEfna5Qd3wWrAkPgzZRqJMnMuNcomKGTCKDopAw9JgHvRbJ7ERsNAJeXDngOK5Q1YWZaKvU49uPLnNcSEw9k7eCLbFQaQJZp0kZsa+RZTK6nlJ2xO1pqy0W4SfdBuaMCZ3OlHdlO0STcww1xaqE4lYzaTOKTbxYp2KGrDsiPB9mKmkhs+n2OQ1LYjhByhkllhhGyFTqhs8gUxlHJk1rOv9g22qMqSQ8nLTwUzE81vUdSkZEzRCqQYWchjqdQTfKgryV1Hm3u4EiF7SMKS+Wd+cb6jCzWdN6bMdtZKlAn9lZ7vjLlNUQW43opw62EtGLXRxHxI42nR6HibC61JUpnazEQVznNBY5wLIa0NAFalKIBYSJaUkXIIklbcj6bBL0KK5xzRIlp1Fq8Q8ffpEL9S7XK8dzFKafGZhywnXrgPem54hyleO4ip/rnDfPqCoez1UOeWdyjrIaoskZSS6UfOYM1WnIKRXVJ8o1XCVkOxCl9LIu2h8AmpTy4XSddavPh2crTD0TTcmRpIKaHvBkWKdqiUbc4bRCw/I5i0psmj2a6phR5gCwYg7pxCVWzQHvDja43DxDlXM2rR5BptHUPaquTyd2cRXRp79YOsPLDBaMMX6u88P+eZ6tHPLeyRrXWyfEuYKuZPOSu64KOEyr5HH3ZIG/eOmm4JgHZV6s7tPQPF6o7vNW9zzdqUNRSJyvd4lz8WxNY51paHB/tMCyM6IbuKhKRssS4hJXj1hzhlT1gNNA3NguOmdzY1VnNrzXjx3unizwhY1tFo0xT/wGVy2xOFdUkSd/xXrCflrnLC1zx1+eHf4yjqIqf3HpI/JC5kGwOKMeiVjRKLb4Qv2xwJY6PpqckRUym5U+j8ZNXmrs0YldTiYlTCNBsSLCWEOVM4JEY+RZZKlYcCWloMjlmYtcIHU9y5hjJXemDfqxcJgvmBOstvBCP52y/1+u/xv+vvxVjqYVNCVjY7lHRQ/5ZG+ZuKJwENfY9eu8f/cc5BJbF0546eIO9+9eEgNbmQQFpKZE+bZG99USod4lL2Qqqk+ORE0Vqr+wEAN2thzxtn+e5dkwpJ8Y3J4ucaV0ijFThPYSh92wQVX156KQv3PhLf4vvV/AvW2gxAL28dQI9ZS+Jafwz77zRf7im+/wncFVciQ+Ol3h6+t3eHF9fy4S6U4d4kiIRT7XfMIwEV7pTvz0Z28zTM5z6pdJC5kle0xaCIrcg3CRu5NFHDXGUWKOvApxrmAoKW82H/Hx0QrnmmKI7yXnCX8yvIarRLT0KXXVY5TatGekuWOqnDfPaKtjfuP0VeJc5W8s/Yi/vvUub/XPcztY5YuNRyxoI8JC4yStzHSeY7b0MzG9j0tY6ISpzij9/wLi8v+XX/HsppsjcaVxhp/qBKnGKDLpTxwGvkUciwfhcuWMIpNAKShyCcXIcNSYnVEDTU8x1JQ4VtG0jCRTWKmP2J3UGCcm09igbITockq94jENDWQlJ4408lyi4oY4WjQbChHv7UKrS8d3qJnihOpqEa3yFFcXf64bOJQNMcE9iU28RGehMmGY2OwOa/ihThKq+CWdhulR1332vNqcDS1LBQvmhBxpNi2ekOUyfqqxZI94OGzhJQZBqmFrMaPYIs5V+oGwmfRCseiXtJCm4dFLBBHsIK5zzuhQUgL83ODd4Safaz9hSR/yrbNrlKrBnAl93hBmmzW9Rycti/KXZGMpQpbQTUQG2M91LtgClXnJPOYZ64AfTy+wqI44S0v8cHwRS0m4ah/Pe4TJLMv7VMUoU7Af1tmyOjTUKXGhsB83WNCEU/iTyQrHfpmtWo+vNW6TIVCIdXVKn0Lg6mYT1U1tii1H7EWNednOViJ2Jg2+1BIT08uaQAfuRk2iXKWiBny/dxFbTbhROmTXr/NiZR9bibjrLfEgXEQhZ2fS4BnniOXymHtTi2loYGiJiMtp4qYdZwq2lqDLApUnpsjVOXt7mNgsGGOes/foJWI45ZzVFT1XNeKCfYomZSxoYzIkukmJINOx5BhDTjGllKtl4bGu2QE5Et3ApWoE3JsscM7pcbHUYZKaPN84QJGX+eP9y/za+bdnzugJJSOkJAe8sL7DUVLjlrcqADdKxKFW5fbZIpqScTZ1WbDHKHJO3Q7QlZS65ROkGp3QpawHyBS82NznOXtvBksozU1iN0oHHLfL9CKHx+MmhpLyD0ZfYsUd8XeXvktYaNhSyp1gRQx5pQbfHDzPL9Y+omOUseVITLI7J/zG9svoaoaphTxfO+C3D57nzYVHrDhDdsYNwlRFpqBhik3r2K+QzaxBFSskiHTCWMM2YrJMQpILTDtGlgssXVTLXCNmw+ry9uQ8AH96dIGvr93l+6cXWHWHXHZPiXJ1hrjN2U/qjHOLhuHxC61byFKBn+ts6WcMF2wcOeZmsEZTF7QttRyz363y89fv8uFza7jvzUaYJZATcSM9DivcV5bY0LuUlIArxhFvexeEtGWGA/1wusFl+4S3J1s85+wTFhrn7S5JofAwWGBJH7GTNbDkGE3OqCkeppTi5wa/9uJP+I3jN7FOJeKSJKannzqNZy/rROZ3vv8qjUs9VktD/v3z7/L+aENERjOFNJO53DrjUb+JF+ucMzq8FV7k1mSZpu5xa7CEq0esOz5v7S/gVsVhSZYK1pwB3z+7gKOJy8PN/jKb5Z7Isk+qfOvkKrqWcr1yzGlU4nawSlkN5xzu2+Eyo8REl7MZ69rmMKiyZI641xGH0Lu1ZQaJODw9pfDZcoQpJWzH7VlveEhbmeAVOlvGKTtxi4YyJZY/9dX/216f+R7x09fhpEKay+SFhJ/qPOo12e2JD3gUaESRiiyL8u3bJ+s45ZA8kSGWhYnocEncfmcDWnkmE8cqXtcmyRQGU5vjSQlDEbeHUSyiUoqcs1QbY5gJmp7Scqa0zClBrmO6Ec3qlGFoseSMZ7EmoSS8XD2jrIe0zClte4I+e/Bqppgm/MvLH6HJGWGskaUKdikiTWXudhboRg7PVw9wtJgcSZSUUwNVyinrARUtoGyEnHN6nAUlFKkgSDUsVWRQF6wJQaoRpSqP+k2iVGW1NKRlTlGlDFeJiHKVTuzyzuQcH3kb3PWXUKVc+Gu7V8hymW/1n+HHwy2eRC0UCoa5zTcHz3MU1ziOK3w8WaOkhNzzFqirHtfsI1b1wXxS9qnVpaSE3ApW+dhbZ9kY8UbpIcszQTeI4ZOWOkGh4DSpUlJCymo4UzPaAl0ZV3hrdJF/evg6w9jic80nvFZ7Iji2M2H8U7mEUCLqvOpsY8yGwypqMJ8CrygBX124y83JCrYcczdYoaSEmHJCTfOZZKaIe7lCtfhiZZ/L5jE3zH1+tnqHS+YJICo0PxyeF/1IJ0SRc1bKY6JUxdUjep6NIufzgbs0lzmJy4SFuH0v6mOWTJHJ/NPxFfa8OhtWjwvmCWdxiZdKO5TkkDWtN5criO9NwJrZx1bEkNbT+NLFSoeXKru07ckcDfpw2p45hBUmicmbrUeoSs53uleoqb4wJZGTFCq6lHHROGHD6nKzt8zN4QqPB010NcUxYmQ5Zxxb/Gz7PkmmMI5NWsaUVWfIqj3k2K8wikwqaoAmpWzHLe4FS4A4cPxp9zJNc8qCNcbVRfnYj3Sul47xCp2ztMQn8RJJobCgjXi9/JjPlx+yHS3wKFyYs8xNKeW59hHX6ycszCJg1tN0gRrTtKZsVXuU9JBRbNGJXcGXlnMKYOhbmLqgYF2rnVLk8lwskOefZryzQqKuiOf6sn2CrmbYckzVDLjVWeT94Tq/v3ud//vjL/PNo2dY0/r4uc7X6p/QT11+6+gl8kLmHx99kd/rPM//8f4v8Nvbz2EpMe7ClDyTSEONbx49w9cu3yXXZ4tdztyi9J1Prs61oXfCFR5Gn4of9qIGv3f6HONU4ETLasjjsI0jRyxoI5b0IbYS000EJCMpFKapwVksbGVNdUwnLrH40glJCfH3/9kL4J9BY9rHMr37DWSp4DCqsT+pUtaEqa1VEnMRm7UBL7YOxME4U1k0x/xS7SMMJaVueFRVn0rN42dWHxGmGv3AJsg0SrqAhYSZxi+v3KQbuqhSzoI9QVMyztX63Bys8HjU5JzR4ZOhmDFo6xNWrQFXSqfIUsF195iyFrJkjrg7XmS1OsTWE/7F9gv8pLPJ/eECo8ziGeuAg7gxe/YLXra3SQp11iN20MjmCRL3p4wvfeY34mli0AsdRlOTO6eL1HSfx/0GeS6haRlBrKGbCZIESaKQJAqTqcXl5hkbKz30Wkit4rG50OPcYpeSGYlecS6THtmQSRyc1jC0lI3KgBwBtrhaOREu2FAwTQNfJ4nELfN2f4ntSYMLrS6/tHpLbLRKRpwptMwp+4G4zTZ1Mck6iOz5Deeqe8IbzW0AjvwKVddHN0R/rVH2WKmMqOk+9yYLtMwpUSp6grJUMIgttFl5uqqLaQ5ZKuZ51Hg2VWkpCX6iUTZDXEMsHMvWaB4JUOWchuZR1QJa+pR1o4ejRKLs5K2Lr8MSm2TTEISkPxw/y+/2XhCLkzrFVmImiQjRj2OLD8braFLGTthgMJtmvT1d5kGwSFIonDPOWDP7dOISD8IlepmLIhW01DGf+Ks8iVrYckRYqNizhWSQOpwmFSa5yUFY5Ue753ixts/r9SeAiEk93fT92VQ2iF7wkjacM581KRMOZsXHkcUidhaX6YUO08ykrnqEucaq3p/zdrNCxpZjnrN3WdV7c7B+WQ75xBf958/XHrFiDtkq9bjaPOVq65SyFnK5esYwtNBVcfhytAh15m9d1MdzGYatRDxjHaDKGZ8Mllm2R/ODQZSrLGojYYBSfEozbeCG3uXzpQdUFZ9nrANyZL7Tv4KtxLT0CbYcU9N9olSlYYjb4LrRY9kccqN0wDPWAV9efkgvsNkJGpyklXkMLSw0sdDLMddqp/Q8mzhViFOVKFXR1QxdSbkzXUKSCnq+I27/SvJp3y7WuDtZ5B3vPHemy9wdLtKNXcpqwMOumO3YndZ5vnrAc9UDztV6XDaPZ5URld24ia1ElJRwnjsWrGsxjHbBPOG7vUs4SkxJC/ly4wE/PjtH3xeDN0GmMYothpG4mSaZwqlfxp8hGPPZYR6gKATBqVGdin+fSySxiu8bZJlMw/L5Zwev0c8colwjy2V6icOqPaRqhTw8E+2taSCqaDf9NWw55knU5lsnV9ntiEzvvdM27z/aoH9axvcMvMzANSPyRMFwYk76ZfqxjfTGYC5okNMCJSko3RPGIj83iHKNW94qh1Ftns/fdPpccs4IMo1L5jFXrCMeBItzdvu6LpzRZTWkoXnztWmUWTyJ2lx3DkVf/uXBbFBs9iH6s0hMCXIFrFOZDz48zx/vXCbLZT45W8JSE15p7s6mliUsOWYvarBiDdmZNnjbO0/N9Hmj8pi3e5tcbZ7OoUKDiY2rxvyNpR8BMI5NvnV6jRV7xOeqj1l3BlT0gOeqB3yp9ZD/9fk/4sfj81SNQMg54hLnjA5NbUKYCRqco0aMUxNVylmyx1ytnTLpOyw5Y67VTujHojq4qvcIc42LhkBbxnOVZ0qC+OeSEtDNSj/VPvWZ34j3BjXOJi4lJ2SlNuKHB1tEoYapJ+hqShDp6HpKPNWR5ZyyE2JZMYPIZhwaKEqOrSVsun0MRZQDDSVlsTESmb1MgrFGnCp0A5dRaHLmuXQjl6NBBV3P6E4dVC2jXA5YLw/wY43naofYqrA2HU4rNHUPV4u51VnkybDBRx3BfP3nhy+zYE+o6j7JjCzkKiEfTdbohzZFIbFUHSNJBUmmMIpMDn0B19DllHV3QJBqqLNYyyQ1RO5VKugnDk1TbJhhKvrdqpyLgLsWz80lm05fPPxqRF33UMhFP3Y2MbyojWZTjgnHYUWI20PhJ/6gu8Y7k/N4qSEiNfqUO74o9ZxzxMN8rXxMJ3A5iOuUVTHgtR/WUWXRbz1ndEgKlZ2wyaulx7S1MboksI4ZMk1tyjQ1uOMvk8ymIDPkGdTe4Z/sf45hbPPC6gGXrBNq6oxmJSUYswUnmWVPQfSzl7XBjBAm7FF5IYnSpyxK0bYS8xcWb/LtzhXsmcJwN2rSSUucRmWW7BF1dTqT1OskhcJO0uRx3KatTbg7XuRhsMD9yQKPxk3u91uMY3OOodSVDF3J8COdSWIyiGwh/9CFf3iamUwzk7hQyAuJBWvC43GT7aBFUihsWV00KRVozZnQ4lG4MLdcyeT0Upf3Jue4XjrGVUKuWEdCPVnIfH3xFkvmiGcrh4wygWI8i8t4uc7Xyzf56tJ9frhzjqRQeG9yjl7qcj8Ut9ekUPhi9QEtxyOMxBxEXsBwavPx4Qq3O4uU9AhDTRkGJjvTOg9HLZatMe3SdP496EUOFSMgylTWzD55LnPO7jGKhCZRpuAL9cfC+BWu8JPxeUapTV3x5jMFppTw3mCD73Yu8c2TZ/iT4TUe9ZvcGiwJFrSUczZ0uVzv4Gc6t7pL4tCgZDwat0hzmcNRhbIp2kRJosyrE7JcMPQtmrbHi+v7VN0AxxaUvIob8Gpth28s3aKuePi5zmDkcNESgo3O2EVVM2wzIvR0LpQ6PGvvc5aU+X/ee52jXoU8l7k/XSDPZMgkJLWgyMQQ3wvNQ65vHVKyQzQ95W5ngV/auE1SEjliqZhNNGdw2K3yzZNnOIpE4sGQU2xZxNruj9tMMpO67nOc1MiRqWkeD4JF/EwcTv1cF58BJJqGhyGn4iCaODwMFrCUmAv1LgtvHn668P7ZDZnZABfgHCgkD8sEsSaGSXOZihoQZBqXS6cAwlyUGbhahJ/rvFTZ5V8dv8im26cf2dzsLTOJDUwj4duPL/G+t0nN9CkKiYoesDetUZIDmtqUtjnFz3SOoiqmlHB3sMg4NnGViOOwwlFc4zvdK1xyz+jGDpftU7zU4GLpjNfK2/QiG1nPWLWHs2fSJiw01tU+w9yepUEs+pnLZMZLzwoZhYKskBk/JZ78j7w+8xuxIueoSoajJyLzmyhiUzQjWo5HmigEvoGkFFRLAdPAmOPqXCPGMcVE8WlYIskUqqYg6mhKhrwcoHgylBKiUJiXklT09FQ5o2SHbDVEXEnXU+JU4Wgqek23R0usWQNuHqzw5uJj7o/btKwpWSbjRxpT30STxWDXC+V97vYWeWd/g9/fvs4otWkaomTt6DG7pw3Kliht+pFOkinsjOrEucqhX+FiuYOliNiVn+pM5kKLFEtJqOghlpZgKCl74xrj0KDrixhT3fAYpwbdyKEfi6nL46jCKLUYpRaL2ogP/Q12/AZtYzLP8FWNQGST1ZRFY8SrpcfCuOIJkERt5n81ZQHcsNQEW4nmfeLL9glfrtxjVe9zmlR4ErV43X3MvWB5vglrUsYws1nSBLf6onXKWVJiUR2yFzV47Ld463SLbyzdYt0esGYNOIprbOqdub7w6YJ9wTjlSdAiKVTCXKOTlmmpYza1Di11IuAp03MoUs5JWsGYbXKv1Xf4xF9FkXI2DDGhPUkNzttdHgSL/FdHb/Lt3lVGmc1B3OAHg4vcmS6xZI05C0u8Xn9CzfBZKk2IMpWzqcsoMVl0xlTNAE3N8BONJFMoaeGMVKbTnBG4+pmIbbTNCc/WDnm59IQX7F0xTJLrgkA1g5eYsii/alJGNy3z3cEVPuyJsvqa1icsdP7lyUs4akRdmdLUhGUpyjUmmUmUq0xysbC86d7jwoL4ehv6lFFmkxXiAPTUbvRXlj9goTrhSvtU0KyMmIXqhCgR/deskEgyha7v0J2K5wugoof4mc7l0iklNeLm6TL/1d0vEPmidbNWGrIX1NGkjOO4gkLOYVTlqnM8aysI1vckt9iJmwSpRssU3N+WLg6ex4MyUaDxWwcvIcsFW46YPH+2eUR9JmHZKvWYhAZJouAn2pwHn+eiBK0p4p/HkbhBWVrCq0u7rDWGvNzeZ1UXnOOkUPj22RVSX537r28sHbFWHZJmCpJcsGl2uemv8YK9I4AnesozK8cMQptryyc49YBqfcrSwpDtSQOZggulDsOJRTAxmYwsvn10mdqbJ0zOiRvo0xgRBxY3akfsebX5JvzYb/Jg3CZIRJXrinXMKLU4iIXcYMUY0EscPpxucMk8EcmNoE5V9Xm/v05NFZG6murTjx3Ou11ebuwRXI7EJpyLWJM8w2E+/ZUroI0kgntVHp02yXKZe9NFLthnBLkuOO1BhWVjSFn7tKzbml0Y/vLSh7zY3KdlTTG0FNNM+FFniw27T8P0aBgeNdPnt09f4r3BBkmu8L3jC9wft3nP3+KZ+jFVPeDd3gZv1h5QUkIRTcpVNuw+20GLqhaIil1u8rDXosgEh6Gq+sJulrqcZSUaypSq/GlGXJMyDhOBF701M6n9sHv+p9qnPvMb8WJpTNP2sbUYfQaBkKSCnmfTD2yatQmbCz0urp0SJaqwn8x401khCXydFmOrMevuAFuNSWcb9ZXlU9StKbJaYFoxjhEzHlvsHYtN8FKtw8GoQhjoZJnohRhqSprJtMwpf7hzjVc3hCbrxfo+w9ji9ZVdZLmgKKAbOaS5yH52z8rzzPNvP3qOYWLRNqcYSspqa4Am56y4IxwjFqzqTEam4Gr5hAO/Si+yeTgUsATBkTbohC5eaiBToMsZUSZAC8bMvqMpGWGmMU0M0lzmNCix59Woax62EuNlBt/sP0cvdjkNSjyctDj0Pr2N1/SALJf5QecCk9zCSw06gcv90QJ7QZ3HYZujsMon42WulY9nvaeUJX3IgjYkLhT83CArZJraBC83cBWxgR7HldmNU0BDNs0uk9xk0+zyreENvn1wiSDT+PryHfzMQJZynnf2sJWIH04uYcrJzNST0k3L7Cd1HCXiNCnz/mSTsBBDUUdpTUDmlZCKGnCY1DmMamhyyqI6oqlNuDdaYJyZlOSAbuQKAL2ccBqV6c8qA9ksw6vLKadBiVFi0jYn7Ic1IUvIVCaRiLLtT6ocTSsEqcbL7X3BgS6L6NJu3KQkhzhyhCZnfDJZ5SQUUaIg0zlNKihSTksdcytYBYR8I0PiqnlIWx1zM1jjJ8NzvFzZwY9EjliRcvTZANgV63judb49XWZV73PJPOGafSSc0IVGVsj8lcUP+Li/wofDNXF4Mo8pycEcnHLfXyRMVY6mYvNJc5mBb7FeH+ClOs82jlDlXGzMcs72qEHPs2f9aYl+7NCJXOqOT5bJtFtjbo5WWLMGLJmi4nDFOuaiccJrpcdzZ3FdnTLJzJmmsk7N9KnqAc/VDrk1Wma5PEbTMpqNCWGq8uLKAbYc88P9c9wZLBBnCn6qM4gtfN+gKCDNZIpCEllhuSBJFNYrQ0w9IUg07nYXOOpXeGt/izSXed7dQybndw6f5x88eJPtoyYUEqdxmXWrz3+y+q/5K4sfEMUqtiue6Z8p3eWfnHyelcqI/+zZ3+UbbaH6qxk+UagxmVqcdCs8OWgJmho5hpFSxDKylpOkCn9n8/ucf2WPQpZEtjcscA4kJomJq0UEmTZHv7paxIvNfYJM4/uDS/PsrCmlmFLCDeeAq84RT6IWjhzR1Kd04hLP1w/4UX+LVX0gEgbukRhqVGK+cf0W3tqsQV3MUJgRf87UBGD0JLSbLg8P28KNnIueeid0edRv8tZsA1vSh9ybLs2noL8/uMRzzj6mknChKlqFv7r6Lj9f/oS9SY19r8Y4NgFYtYfc6i/i6DGXy2ckhcL2pMHBtDofwjtNyjxbOeSD/hqHQRVDTujHNtNU2N2mXYciUHnGOeS6fcib7j0+mqzRScskhUovczlJK3wcbPBHo2f5yfg83xte4cPhGt8bXmbRHv9U+9Rnfmr6WuWEt4bX0WeIyVZlynG3gqanBL5Bszbhxfo+Dyct8qJMmor6fi9RCccGRiliqgsxdZoL5F3T9jielOj4Dsu1EUeDCldap3y0v8rVtROOJyU+PlohzyUuL54ROR5RJjjTipwTeAbff3QBRcm5UTrk47FYMG015uGoRbs0ZT+scetkCcuIqSgBkppjKBlX26d8uLvGB2drDMY2V5ZPWS/1OfXLdAOXzXKfD6arRJH40R6HFdJCZrvTwjFjsZDMMsWj2OKc02PXr3M8KeEYMS3bw1QSVCkXgxl+CVNNKOvidDpJTI7DCoacEsy4qlGu4mgxYaaxMuPiVrWA20NRqkwLmd86eIk0l8XEea7QixwOvCpBos0HZR6O27xa22FRHXEQN9CkDFuOKCkBR3ENPzOoq1NOkwrnzQ791BUZZDnBRJB2vtW5xsm4xK9dfJsFdcSTqM3d6SJr1oBOWmJRHTHNTG4Hq3Mc3ZI+wpQSfqZ8l524xV5QI8o1eqnLXtzgBXt3Xp59e7TFutWnrnhUFXEwulQ+44fji/yF+of8heaH3A1W2A8FHe1h0eK8K4hJw8Ses5r1WV/3dFwS4vRZPxjA1WMOBxXW6yJSNY0NprFB05pS1QJkSSjuQHCaZakgR+IsdFkz+wwzGy83GKcCb9hP3Vm20eOOv8yuX+e12hNMKeFvXPgJg9QhnDEKf2XxXQBOkyq2ErFqCW1fU53QUKfUlSn7SYNOWmJT73KjdsQ7Zxv4ZZ0fTS7wivuEcW7xW/svMA1Fr1SSivkgk2Uk4hmk4IJ9xgOrjRfrZLlE3fIZRSY7gxrjyGS91GfBnLBkjTjqVvnayl0Gic2W1RFxn0JjURPs4Kcl9ZYmxO7LutBU5oXEojmmrU0E1apyxGlU5nRS4uX2Pm+frLNmD6ioorQZxhqGIipRXqHPMv4FWS6TxCqSVJAmYo1Yd/o86LSQpALHjNG0TBxeU5VNrSN8x4XEdGSJW6JSCNyo3+R/0f0VxrGIQ+pqyk+GW2y2u4KAp6bcD5f4cX+Lw1GF3V4NRc343PoO3394AVnLOWd3hWWrecaH0zUUJcfUE5JC5VL5jFM25rleOS5492SNv3LuY0Dk0FU556pzzE+GW1x1T/BznT/ev8zfPP8TTpMye0GNK84pORJL2pBOKoQwb9QeCzlCus5O2GDT7HGalEkKhfPmGaPU4soz+9wr1nD2FLHxpuJmDPy5krUcQ+lDk7fyizxot5mGBr947jYHkyq2GvO8u0dZDhhZNt/sXeevL/6Ebw+vM8lNVs0hw9RGLhe8Oz7HY73N1drpXDjxg6MtJonBL67cpqlOSAqVu75YjzbLPb5QfTTPKCeF2OTvdBc4dUr8/MIdwYY3h5jVEFNPWFQFCnQo2XiZzn9/+gJL1phgJgu6XhIRyJrmsaCOeBwtsKQNKdSA3/wp9qnP/I343+xcYXBaZhIYVIyQRWdMMcvzKmpGlKh85/ASt4+XRF5SzjnX7KGqGZoTk6UKq6UhAKr8KTrN0lI6/TLb+y2+tnUXP9VZboxwtQhTS3lj7QmbzT53DhcZhBbJLFye5TJFIlNkEq3ahFFq8f7BGtujBhUtZNUVTNd2bYKpJ5RNgYrUjJTdwwaT2OTyyilxqiDtWdx+uMowtqmZ/vxh2mz0kSS43V/kYFolyRTa5SlxquDHIjIwii0MJSXIdSaxiamJ0vkkNqjpPr3QwUt0Mb3rO5x4ZaJZpONa6ZhHXouSKiYMq5rPM+Ujnq8e8Ep5F1sVN6J1d4CpJjRMj4uVDsvuiDBV/1yv3dISXqzvY8oJq/YQU044SQVUYFkbsKINBGXLPOGadYgtR5zFJWw5oqJ4AgBSyNz01vi9/RtcLHf4q1sfMc1MTtMKF8xTponAa65p/flzcXu8xMfjNTbN7nzqWkBGMl4p7+Ln+nxY5SSpcM7oMMlMHDWiE5cYZTbj3OSmv8bL7hNcJeJhtEhbmbBhdPlL9feYZgbdicP98QKmnOBlOmkuM4otjrwKk0i0CFRF3AqTTKZsioWkmAE97o/a+IlG37foBi511eMwqnF7usxRWGXT7ZNkCs+7e9hqzPe6F/Fyg7OkzDQzuB8u00lLJLnKvWCJw7DK85UD0UeVE7b0M9raeC47TwpVVCGQiHKNvaBOP3X44/41eqnLw2hx7on+1vAZ8kLm1fYu7/fXuT9ZYDdu8tF0XZi6UgVNzVisTEhTGduMKZkRlyunaErG+6MNkXlPVKJE43hcZhyI20yUiZmEvJAoqyHPr+8D8Jyzz2FU4/3hOne9JfbjBvtJA1NKeGe0SVZI3A2W53atJX2Elxp8v3uBbiy+f5+vPOR664S65lG1Qn7v0Q2+27vMcm1E0/UY+BabpR5JpsxtS7JUkMUKiipMY0gFB351dsCQyXKJKNSQ5ZyKEbIdt/FzgYM9t9Kl3Rzz0sUdMQRkjjkYVuiNHLJMpmTEPFM64j3vHL/UuskwtPj1xy/zuN/ANmKqboCmZdztL2BYCVks85uPXmIYWqS5wuXVU7JUodMXwpQtq4O/UjDZ/LQ3m75fY5DadOLSXOU5SoV3V5MyhonFc+0jfjg8z7rR47p7TFSoGHIyn1xfNMdEucY0M/lC6zE3hyvcnK6SFxJeanDLW6GpTSnrIc8+t0OwUJCZMw71zF8s5SBniJ1HFu/P/cRg8oM2f/vyD8lnVYdr5RPeHm3x3dEVPh6tsOhO+MPBDZ5xDqgqPtt+k2VjSFUTkbt+7PDFyn3a2oRu5LLgTjmbuOwGDd4dn2OUWXQjMWj6YNDmD85ucHu6gqtEPJ42sVVxSQE4jGpcd4+RpYJfufQBX1l9wLdH1/ne8BIPQtFSlCVxkHy5ssNXG3eFI1kdc808ZEUb8Ky1T10Vcaef5vWZ34gjz0AvR5xv9qiZPtNElJq8sYltxiyVx/T6YnDC0RNaJY9BaLFSGXFt6ZRGdYoui0hSRQuozG6GdcunyKHenLAzbdDxXL68+IBTv0RJFw7NL7UestHuM/FNTnsVLC1h5FnoboyiifH6j4arFLnEyLP4zsNLfHyyzNnUpWoGqIrQDCaFQjzV0cyUihEwjkzGfQfj0hgK2B9W0WWRby6bYsJ2qSZKIl6s8ei4xbIzIsvFQr8/rlEzfFwtoh/bNEyPmhnQcjwsNRGCgthgEhkcjcv4kUaQaPM0wn5YoxO4tPUJ/cTBy4w5p3eUWaSFTJBpnAYlTCXlcFphMGO2PnXbPn3P685AlNhkkfHupw62HM8JXPeiJZJCpa1MAJjkFjecAxrqlPKMPP+vj29wf9Tm757/Hq+XHnHBPMXPdGw5ZlEd8vX2rdl0tM6tYJWskGkYHlfcE/aiBgdxfZ5DbihTwkKlpnp8f3CJ46TKQVxnmNksaOJ72o2dWdmzwabZpayE3HAOeKt/ARCAhHvRMpqUYeoJ3cDhgdemE7p89/Aih4MKXqzjRzoVO0BXU3Q1o2TE4nCiJnNJiJ9opJlMlsmcK/d44C2w59XwMlE6vWofczZ1eRgs8GJ5D4CHwQL/8tHz5IXMTtjgMKpxz1tgmNiMY5NJZtJNxWFmkluU5IC6KoxW94IlummJ7aDFSVRhkhhcMk/4YG9NlNuTCn6usxs1WTUGXLZPeMY5FPlj3+EHvQt80FllrTRko9HncvOMq5VTlBlL2VBT7o8WiDKV+932fOHN809zL1kms+SMGSYW520RN1k0JwwSm724wUFYZdUesmH2mWTmnGE+jCxO0woL2phuWkIh54PJOncHC/R8h0liUFGETnGaGEwzg9caO3xhfVtgSeUMS02IYuFUPhu5yEpO3fVF+VzLSWIVx47Q9YxTv0S95KGqGZOphSTnhLFGmH5qQOj7FjsnDbJcpjTjB6S5+HkWuUyeyOzuN/l/33+FB9M2d4Nl8RmcVRJGU4tX27tkmTjIW0aM4cRsNXqUjZA4V/h6+7a4uasidhflGm/87C0KBXJVopAljAHYcswwEREuWxHZZVeNGKQ2XmrwucpjHvRa/M7J87hKyEEg9J23R0sMUgdXiXjkt6koAUvakMvlM35ytMEjryXAOprHnckSG3afSWLw+ufvErYKCkVwqKWc+TR1MduEc1X8rsTwX/z4qzzxGvzM8kN+98kNPuosc+hXcTWBvfRSg4eBiKKNY5Ob4xV2vDpNfUqQabw3PcdH41UOPTGHUxQSC8aYpjHl3nRx3u6pmgHdwGGUmLzVO4+XGISZxvXWCZNIVFEe+W2CTPwcy2rIn+xeAsBVQn6ufEuIR2ZJClOKZ5jYiElm0ZlJIJzZHMpP8/rMb8RWKaLshKhShp/qmErK2nKfas1jozrgdOqiahl5LnMyKDGJdAwlo2l6dAJxgiqrEbqSMohtaoYAELhqxNZyl3PVPrvDGl9ZecDt8RKGIqwrbx+v895wnU23j2tFZL7Ko0eLxPsOklTQqE45mFTZH1ZxnRBZzskjBVXJudY85Wr5ZA74uDleodqccmnpjCfDBlkhsbV+xkplBBJ8ceUxP/jkMg3DY9kZid63JbzEeS5TKfvc77dYrQ4ZBSaOHs8xljJCn3c0LmMqgp39eNycOY0/XTS8UNCRciSqWsBz9UOyQgDtS2pIZRaPAWaOXKF7HMUmEnDilVHlHEeLOZmUqFghNT3ginuMMatbXXcOuTNenEkqZOJCZVkbzOXbTyMCMoLp+tvdF/mjo2tslXoYiiB1PY4WyAqJ193HdJMSSaGyqI6oqAFPojbTzOCyecxl+5Ru4jJMhC4xQ/x9LXXMht5FIWfNHrAf1vjD/au8MzzHaVKef31nSQlXCRnMMpphrvFiZZ8H8SJHSY1B6nBzuMIzrWOebxxS132msYEiF2hqNkOnJowDk97YIUxUyoYYuHtqAFKlnIblk2QKupoRZBpRLqxLw8jifrfNr++9zEplxPPOHv5s0nSUWAKZqnusGEP2vBo74wZ3BwsMQosP+msi65wbwgctFRzEDbaMM86bZ6zrXRqaGNJbtkSp98X1/Tk9TKHgRXuHl+1tKopHQ5nypdZDKkYoJvRnX8OnFaSc5dqI/UmVV+q7aIpQZMapwjAwaboepp4gz/68JDFnZY8yi6NxmXFqkBYKR2GVdWtANru9TDNDYEqnlwF4xXrCgjbinHHGw2CBB8MWA8/CjzQe9lr8w8dv8q9OXgTgmn3EXlDnuns4o8kJT/jzK4cc+2UcK2K9OZgLIEwrZmOhx1/b+oDPr25zqdrhSvWMPBeHCQqJONI46peZ5Ka4EakZmp4SJiofny1/ui4ZCZKcIynieBuOxGagSRmbpR5xpBH4Bkmocnu4RBxps++lcB33ApvDUYXTqcstb5mvXLhPGiv8qLvFA2+BG+4hSih9evOU4Dc+eoXXKk947LdY1fuEuWgttXXBZb7lrfD60i7PVw/4k+4VDCWlogZcKp/xxG/gKhGOGrEX1QUF0Opwrt5n0RyzYoj8f0kTa8Gm2xfc5+dPiWoFxYy29XQzlrJZ1Gl2/lJCKN/Sef/2Fv9m7wr/3vn3OV/rcbV8wrFf4XZnkXWrTyd2+dOTi/iJzqI5ZhhavNvd4OGgNTOPZRx0ahhqStUO2PaaPPEa9CMba6aErRv+3LwHQmjjagKzulnpM0wsDDllmNhzZK2pJ9zrL/DNkxv8v84+z1FU4c54kbvBMntxk17qcpJU6aRl3hpfwpRjTpIqMvlPtU995nvE/sgkLjReW9jlLHKpaEJqL5fEByCZTS1mmcRac4ilCorRk3EdV4tZsMe8c7bOf7D5Dr9/cgM/1Xm+dsAH/TVqhs/uqM5GdcCPz85xOixxfemYx/0mUaTNJpRNQdlpekx7NoVWEHk69ZZ4yO5PFjgal7GNBLlesFQe8/HpMu+na7MPOFiLCc8vHDKKTXQ1ZRIanOzX0UoxpdaUn5xuondUfrB9ntc3dxj6AmO5Vh4wii3GoUmWS4wik3P1Pr3AxlZj/FRn0enTCx3WqkNGsRjkClMVTcmwNTG4dtiviPcCBInGJBXlw9O4zDmrwzQziQqVLBdDVUmh0A0djgdlJAleWD5gmhoMQwsvFje8cWgQuSp5IVNSQkaZhULBJDGxZQF9X9d67MxEEodpjUV1iCklfHPwHD852qTu+PzyyifUVI+uXeIdb4uKEqBIBbuxsPQ8jEQOuaKI3uoFU1iFTpMyaa5wwT6jrni8Oz3HReuUo6RGSx1zlNS4ah3xg+gSF+tdqnqALcd8PFhhGht8fmGbs6Q8zxsPUoc33Xv8l4df4coshlHRA8JMo6VPmWYGFysdbvUXSTORRQ0igUHUNDF9G2cKTdOjH9koUoGlJoSzA1Oay+yOayw5Y1Q5n//yI52WLd7/g3GbfmCzWelTMiM+GS6z3Wnw6poYCHzUb5LnMv2xQ83wUaScS+YJ4Z+x2DyNYi3pwzkeMiw0LjidP1eyHucmVdknLHSuaMe01DGTzOSd7gbfWL7NbljHmeE8H4zbZLnMldoZ7/fXGYQWtpZQsqJ52TeIdLEZSwVfXH3MojHiLC5xf7xA1QrpRw5+qlPSIiqqeO+7YR1XiXi/v8400fl31z5gmNvc9ld4s3SfDJmKETL0LNJUQVFyvFAniGu8ufaYw7jGNfeYpFBQpZxT32XkWZyNXb5+7g5qLWfd6HEY1QhSjQvlDj8+2uSfT1/ENQVEQpFzskzcZywrJp6pTFvqhGHmiJ91JpMrOZsNEYF8rfSY3Xqdj/dXhZPcSllv9ylrIQvaGFNOkKRCWOGqPn6ioekp49AgDHTyGUJTlgqWGyPKashhUEVSxBDq31v/E3Qp45Wv3+Lmrz8jYpaAe9tg7zmxif5geIlO5PJs5RBTSmfva5vb/gogppQ/7K5wfeMQhRLX3WMWtBFHUZU1sz/Ht75a2yHMtXkrZ9EY89F4lW80P+FusMxLzX2irx7zxz9+DndXng9rFfKnsoin/07KoHpLZTqqcqu1zEuVPcJc2OCezqLsTeoMfQtLT+hGLnXLp+M7LLgT0lyhH9ks1MeoUkbd8hnGFsfjMufrXXqhsHAd+2WCROO55iFVLeDAr1JSI1r6hGVzyFFYpR/bbDldbo2W2ZNq+KEhqhFKiiZnfHC2Rn/oMFkyuVwWGllbiegmJdbMPr3UpZ85jCLnp9qnPvMbsSQLG0g3dogzlV5u0w8dLldPCTKNshkRzIYzSlrEKDbZndaQpYKhJ8QLFTvgN/df4ksLj5hmBsPEJstlzjk9VDkXQ1xTG9sUC89iacLU1ElyhSyXudE+4tivcCqJ8tyHd87xiwuf4Oc67/fWmXomqpYJYXps0HB8xqFBEOlkqcz+sIpayzmalmnaHkPPQp4qyCc2ydWcSc/BHUn4mcSHxyuU7ZA0U4hzVUSichk/0QhjjUDXWCsNKWkhjhrT0DzW3cGMvSvRn9mXVMR0OYBtxihygapkXK2d0o0cHDVGn2HypplJWxtzlpTFkFPsoisZlxY6uGrE3qRGAfQnDlkmca7V52RS4tCr8GbtwTy/+yho0zKnPAiXaGoTolyjovhCeVdIfBBs8s2jG4xDg1/cuE0nLtFUJ3TTEsv6ACURPtCSHDCUbY4TMQWZ5Co+Ou1ZafkgrjNJTS5YZ6zqYhq5rU0YpTaalOHFBgoF/+L4ZU4mJXQ1o6O7HGkVTCVlgkFFCfBzHT83KMkhth7Ty1xuVI54u7fJlcopfqpzOnWFwUULyKWCjfKA22eL5LnEQmVCZyLY52EqjEsrtUMOvcr8+a0bPk/iBpqW4UU6x5TnjumKFVI3PfxU593OOkGsUbMDmrqHXCrwU512ZTrPjdftgIFvYTniZpAV8gyEEpMUyqwNIpaEKNcYJDYNTbB4bTlmyzjlJKmSKTIHcQPTSLikn/BRuMGK1udVZ5snXoO3eudxtYia7rM9aTIKTZbdMVGmzp+v5Cku0hCM9ZId4kc6lv7pewsynVFssl4acPNsCVtPuNE4piSLW1dbG6OQi8pD/Zhvd66iyyl5ITNMbX6hepM9r4auZqiKoGLFsUhG7EzrHMki8+6oAve5VhriRzp1xxdZbKPDzekqD0Zthr5FXhI0vaKQiGKVPJORlZwsFb3kINTIc5mV9qyFkZSYTC1kJSMMdG4fL7G4NeFusMJH+6vkiYxuJdhmzIoz5Lp7TD91+HC4hqanEKs0XY/uVCzmT6e2xf+Q0AzBot80xZDXNy7d5g8fXOdRtMg185Cv1u7wTus61pngTysR/O6DG/y9G9/jh8PzXC6d0oldbDnm5fION/011o0eD4MFLtunvHO8wVlSpqF5GHLCMBMkqxesHf7x6Rf5y633MaWYP+g9ywWngy3HQhFqDfjB8BJfqd2dMwe2vtLlv/3mV7GOJeRUlKT5M6Xqp3zqXAGzI/Hht67Se9PhjeY2bWNCL3T4aLBKlCnIck7LmVLVA9JCpmaKdt2m08dUEpaqYwaxxaOOOMQ/s3jMKLJYssc4aswgtgg1bfZ1iaFTR434aLhKlAnMcZIp8yFIW0lZro1IMoXjiYixZrkkZoxSlfc6a1yoWiyZIww55TiuzNahkOSnRFx+5jdipxJguMITfOdgicxTURxxumy7U6pmwIvNLmdRiUFo0/NsvLGJooksXzARk583lo74cfcca+4AV42RpIJxaiJTEGYaVSdgEhqYSsqpX6JmBtx/ZxMlkDC+kHI2cfna+j2GiQ1ywX1/kT96dBXLTMhzGcsQZWhdyajoofjvT0WJMQg1TDWhaXsEqYahpUibE7wTB+nUZmGrx+CohapnyD+u0GuUef6LD4gzlZIa4ZS73BksUHOD+YOmSTnD1GCQ2liKyEqPIpMoEQQkL9IpmRFxIbFYmjCOTFZLQ3qRWEgHkc1z1QMGqcP6bDN7CpN/quZralPO4hJ3uwuUzAjXihiMbQw1xdDEz+AsKWPLMa4SUrM9BrrDXlDngnlKJsucJhVMPeG/2fkCQ9/iUvOM11o72ErM9qTBhtWjrY3nQA0/11HIOY6rQnVIwR2/zZIx4rCokeQKK8aAihKwoXc4SmrsRQ3Om2fsxQ0O4xpZIfNub4Pt0+as95bTtD0uloRz91o5p65O2VBCHoSLXDXFLeYkqcxu3uIAM45MymZEP7KpagJa4Cgxrhkx9k3RD55xiRUlZ9EZ83DSIkzVmYxAVB6eZldlGc6V+4SZMDIB2GrCsSc255blsWCNOYtc7pwtYhsx1xsndEIXV4uomx7XaifIs25/XfWoKD4HcZ2K6jNIHS7MLFUlJZhjQhdmk8lebuDIEePcYlkbMMkt7oYr1FQPhYKq4vF69Qm/ffA8qpzTCV0cNWYiGWy6gv+rqylZLuNqMZoiInOGkvL6wg7vd9c4X+nyrLtPWQ74eLRCw/R4sbxHmKmceGUuzLy8ZTngUbTAR6NVgWIdt/BiISgpGyE/X72FKSX8Qus2/4/Bm5TMiP7UFhldLcNWY3qhw96oiqGlKFJBmsu8urRHXkgMEwtTEqQtVc5RlZwfHWzSrkw5GwngiKplpImCMuvnW0bCjfYR36h/gpcbfLdzCcOMSRJFZFFlWQwMSWJCXndivrp5n0V9zLI+4L989DOMpiaWKfCZ19cO2LD73FcX6AXi8J+mCmkiNv52WcQX/03nOj/TeMBpUqZa9vmdw+dw10MUcv7mX/o2v/mPfg4QN07jA5fJNZPXq9v8aHAeVcrBhO2gxYoxZCdsct7s4OfiQCLUgymPfZH/d9SIo7SGpSQ8idp0E5f9SZXtYYNX23tYSswN54DTpIKXC3JegykL2oiNVw54fHuZ8iMFOYH8abn6ac9Y+VSrqE3h4Nvr/Oir8EpjlyhVGQYmz7RO2B41BMRGH1NSQ7zUIMg0tqcNbDVmyRTPq6knqEpOmAmV5QuVPUaz9W6SmrOB04gr7jGfTFYYRyZblS6nfpk1d8CSOcaQXVatASUtRJNyTsISca6yXB4T2Noc/3vslxnGFqYiDskHfhVTSWlmnZ9qn/rM94i9/RKD4zJnnothxsiWmIyeeibbp00hVYhcBqFN17cJAx1Vz8gSmWBiUCQy4VTnxBP9wbOgxDTVMZSU06DMkVeZf0hKZsQ0NYhTldNpCW0kIcfw6KhFlsvsBzWqms/Keo8Dv4qq5uJknUqMJjYr5TGnoxLezIIkAbJcYBipsD3lCjXDZ7UiHrStSydsXD6h7UxZeu2YeGwQtgoWXzzhg911wtmmuz1pUNYjvERAR3qhwzg1mCYGO9MGO16D2/1FokQlilXCRBVowpn+zVQSFp3Z8NdssAFgmhp8PF7lNKmwFzfwM2Mu627rY7YD0Z+pWCG2FmOo6by/laQKQaRzb7qIq4SYksjlLmlD7g0E39icmV/+650vcDZ0+fzqNl9uPBBglkLhP1j9CU/8JtPMnFFsTDqxcK8u6cO5QP618jZ+rhPmwufs5zq3vGV+MLnMj0bnBWUnqbIX1AlzjX7i8Oi4JYaICgFxeNxpMk5NHk5arBs9Xre2GWY2TVWABuJC+JCP4wq/tvxjPuiu8Vprh61Sjy1XHFQ6oSsg/2pKq+RhKikbszJy0/Wo6T5eYjCc2vPbjypnyHKBJBWsV4fsTWr0Q4eDUYWTcYnTQBz6VCmfm7HuddvEscLYMwkyjS/UHxNmGhU9FGrLXJ1RyxI+nG4IcIcy5TiucJTUZqIOMQBlz3Lba3qPSWYxzi3a6njerzdkcSsb5+JnsKr3+MbybdJcFhUZc8qiM+GLpQe8XnqErSUsOjMBSWjhJxq9wOZmf4UvLz6kqolKw/1wifNuF1NJ+XbnCmGmYagpH47X2Isac+vNldIpzzcOWLAmrJaGGGrKi7V9odhMazwO2wIxm6hYRoxtxhhawsNei54nDpW9ocvAs5gEBrf6i7x9tEGcq0KtmCucjEv4kYYsF/wfLvwuWaqIVkKskmWfGtVKZsSXqg/QpIwH4SJRqlJ1AgwjxbATdCPhaFphzezzK1c/4OWVPV52n1BRfX7j8FW6J2WSQLRu8lxmb1zj9miJg5EYPqoYIc8tH86HJvdO67zW2OHWzjL/6uB5AZ2wAroTh79/72coKQHPWXvEJeY5XtWHf3L3NWw5ZjxrRfVmA1kZEvtBjd8/ucF3zi4L2Erk8qy9z0cdIUdo6xOO4hqqlPNHJ9eEd1uP6BxVuTtaQJMy7gbLfDheE7dpZcpJWmGY2Xyh+Zhf/eKPmWzmojSdzd5XLiarn27CT2/JSgyH31rnX9x9kWV3hKmJuQGApumhSDlNbcJRUMZQUp6vHrBsjbgzXmR70sDSE1ZLAgyy6fZ55LcZJjauEnHe7tA0PF4pP8HPRNxyqzKzVBlC+/peb50oV7k/XWCSmIxTg5oe0DA86oZHlApgUS90OB2XOPNcngxF6X/RnNAJXA6D6k+1T33mN+JCF0+gqab4HYd8qpGEKoqaI8kFo0jg3eJcIYw1kkBDUXOKeHY8y4FU5qhXoe/ZPD5pYcya/GU9oOfZTAITXcl4qbnPJ3fX6T2uE6cKUTMnvu4jH5oEOyV0WQgFfm3jJ9w6WuKZxWOyVEHWcorZYNRSdSzg/qMSBZBlYujF1hO2Sl0havBc4UNVE9bcAbf3lzDVhJW1Ho0bHcJURTcSskLmwBMRiyAVgfml8piaIag4QarRDRwOx2W8SERrikIiTRWiUMeLdBwtwlRS2uaUQWgTz7jVXqpzGpWJc4VRZuFnOn6uiylWOaWueFhKwpXSKW+0tgWgPVHRtZTuyKXtTikKiW7ocF4/paJ4lBQxvftM/YRJZvLN7rP894+fRZNz/tLlmzQ0j5vTVdr6hA+Ha2SFzCvlJ+xFdd7xtnDViOfdPRQpJy/kGWM55KJxwpI+YphY+KnO97qXOPSrPJy0SXOFb51c5YPhGoPI5vG0STdy2FzsYdkRlhWT5xJZKpPmChU9ZJTZPE5aVBVftBe8TX6n8yKHQZXDoMof9G/QtITY42m8K8pVLpQ6hJnIXAu+eEqaKyy7I55vHNAJXdJCMIv9UOd0VGLZGnG+3qNshwxDi7OBEIuUzIiVyognpw3B/jY9epHDD4/PkecykiSGnnQ5pamOqWghv1T/GE3KeNY9wFVEH95RI1F+DZf4wdEWv3fyLDthQ9ikwjqDRNi7hpkz5xU/NUCFuUZJDmmpYqJ9P2lwN1hBkXK+0HjM0bjMzrTOm42HnKQVfv3oNf7D1bdwtYitUpeW5RHP0KphKiQiQabzwF9kL6iz69c5DUoEqcam02fdHeAoMXfGS/iZwQvWDr9U/oj/afP7/MdLf8LfXHqLTbfPX6h8QEuZcFE/4ePBClGiUjJEPMWclb7zQpCxokRF01MkCZ5bPBIH0FihqXtzx3MQiNaJpmR8d3qVPBODWcVMOVgUEoaRMI1En/R+uMS39q7Q92xOuhXx+TUjrrZPyWaDiG+691i3BiyqI3bCJo9PWqAUkEkEE5Msk2naHo/PmqhKTn/k0PVtjqYVilxClnNkueDXb79CkUscHdf4zuFFvtq+JyAjgc7vdF5kmNlc/vpDUfY1gBz0d13eGl7glxdvznvkVSPgJKpwt7PAo6MWmpLh6hFhprIbNblY77I3rvGDzgX+4Oi6wEjqEd8+uswwtGgujehOHd7vr7Pv16jrPt1EYE9NKeGRv0A0m0x/7bX7jK+k82gVsgB/yKn4Xco/HeaSUzDed3j7wTkW3QleorPsCs/6Y7/Fk6CFqaQ8HLc4jcp4qcEgslmwJ5T0iHVngCzlBJmGJuU8HLc4jipMMpMkV/hO/wo/7p3j0aTFvf4ClpKwM6rTD2z6niAYApwGJWFm8ivIFOxN6gJAMnVomB6WnqApGZaWUtd9LtsnSFKBrcQ/1T71md+IUQpKC1MGvgV6DkYOqbjlJpFKZ1DiZn+Z/bM6/tjEqQY0Sh6ylWK4EXKgIFspeSrj+wYrzSGHM0vMe4frlK2QC43u/MYomRmljRHn613UZZ/V5pDqMz0KveDBoM23jy5zGNeQJPhK/R62HVEr+ximWCBORiW6UwfbSHh29RDTTDC0lDhTuN1fEpaQ+gm/tHGbcWRy7FfIE5lpLDKpJSPC0WMWKhMmkYGXiEVkc0ZmUuWcaWKwPWny+LTJ0LcIY22eh1TVjCyT0HShelTlnBcqe2I6Wg/nt8QoVTkNSrTN6UzcbTJMbPJCqAn93KCtTXgwbQOQzeIpBaDrIqLzly58zC8v3uQkrdJQpwwzB13KGCUm//k7v8Dd7gJ/9+r3+Vvrb/Gsvc/zzi4LxphzxtmMgWzz7vgcthxjyzEr+oBpZgqvrDplkpv0U5fvTq5RUXy81BAlycAmzWW6gcPd7gKdiYOXGPRDm91RnftdgRv94uo2LywecGPxmHrFIylkOqFLZQby8HJBIjJmqNB+ZNMJXU79MjU94CfHG5wzRGmqrnukucIkNrHVGFXK5+q1LbuLLcfkM8+qAGBAo+QRZDoL1pgsl7G0BMuaTZ0bIQfDKooiJl2ejOvsDGqkmYKupihKTskOmSYGOTK/2vzJLI99ymlSpq56DFKHu+NFbveXuDdZoGxGRKnKHz65xg+Hgg8uSwXTzOTH4wtkSNhyJDLHckKGjCkn849aVfG5ah0iSzmXzWMu1LuUtJBVvcd5/Yz/1cYfIUs5spQzSUwul0/Jcoksl7lQ7YrycCEzTkyOg7KIGMUCflJWA14rb3PFPeZaWQwOVRUfTcrIkMiQCXOdv9Z8e470PExrjCITSYKmNaXleLzW3sXS0vnzLssFqpJjaAl7kxpxqpJGKu93hcqxbUzR9ZQsk3lp4YCPh6tiQ7diZKVA1TNsI8bUUv6djU84Tqr8xuOXkKSCVmlKkcpcb51QtUK6gctwarOq91lRx3y9/DH7SYPr9iGvn3uCrOUodkqRSUS+RpSppLEoQyMVfH3tLp2xS6Xs065NeGljTwhfMvHZmkwtPhyvESUqppnw9vYmv997jr/Y/pDEBW9FPCtmr+DH379OQ5lyMFNMLppjnngNFksTbDfieFLialmgLT8arzIIbbJcYvu0yWutHRwt4mr5BC/UUeScq40Tvrz2kL1+jUfDJkGm8bwj4nR7UYOkEAzrXuxyrXTMz7/0Cf5LAUmpmHmUxeY7vxHDnJeNJAbNPrmzzoVyl/NuF0eJeTxqcqu/RI6En2jcH7Z5OBIldF1OMZWUe6MF9qc17vbajFOD8+Uud/sLHAZVticN4kxQ7VQ5Z9kd88HZCsOJJeY2Yo0Dv8owskgyhZNpiUFoMUpMyoaYafCmJjcPVkgzmY3SgEVnzHXnED/X2R9U+aT36aT8v+312d+IM1FCimIVt+ZTqnsotjgBF4lMGgt+dN410E50gr0Sh3sN8qlGNDFQFn0qZR9FzclSmc7EYbdfw1RT6q7PSafC7rDG0bTCDw7P84XLD7H0BF3JWG0MqZseLWdKoRQ0bY/18oC3Ouf5ua37/NO91zhX61O1AopC4km3QTAxWasOudo4oaYHrFZGRIkoF6e5zFunWywYY4apTVZIbB812VjpseyOROlXFpKJ6SwPV53hEeNZSTRINSaxwfFIEJmKAl5d2RPvWRULVMkJUdWMshPOo0SyVGCr4ianzm7jQaIxTXUeT5uUVaHXM+QUQ06QpZySEtI2p2IYx4gpGTEt1+O5hSPOu5059/husMwks/Byg39x9gqfHC/z/NYef+vCj4W+b7bYm1LCq85jynLIODXpJi43SgesGz32gjoPgwWa6pikULgbCJDFU3pOhkzTmNIw/PnkcZSq1B2fqhMwiky6Ewd/FhMpqRFHfoVpYvBM6YgXWwe4akxZC/n+4BK/cfoq3+lf4Y+Pr3AalUkKmccnLZ6cNhjHBod+hV9Yu8s3OzeEYGL2PYkylVFkocoZm3aPihbOhRNpIfN41KDqBlxa7NC0PEaJiSbl6IpwYq9URhhaypNuA4BzrR79wGYaioNYgRiyM7SUX914H13JeBK15oALTcqoqP7s1isQqgXQNqc4WkxvahN6OtvDBnXdE5z1pMya2aelTmipoh+fFMocidmb8a6rikdZDqkrHovqkG80P2HVHvLW+BLj3MTLDd73zmHIIkr4R7tX8QKDKFUYJyb92KYXOTwYtKgbPhdKHTbKA15vPmGY2nw4XSfJVTpxie8OrtDJSuwkTU7SEv3M5W64jCknOFLMnWgFPze4VjvFNkQ/OC1kvFTgWg0tmU9sK3JO0/Y57ZeZDi2KTOb0rMIgtmnpE35m4xHPLB0zSkw+33jEGxe2SRIxXqOqGelsavrLpTus6ANx2PVE2bdS85AlEdsTYhXhlN5Pq3x3eo0/6V/lnckWn6s+xrRiSk6IpOUUmUzN8EESeM0sVdgLaixWx7yyuMfFaodO4OL37VnlTiLxRVLj37v4PoaWYDkxb+9sYsoJ7a8c4u7KKHGB3c1YfivjtzsvUtc88kLm7nCRhuHzpdZDnls4YqU8ZtEY8Up1hw/31kgLUS0rl3w2zR41PUAhpygkXC3GkDPiXOVcs4csFSwZI4aZTV31uDlaYZIISUl5phNVpIJfuvIJa58/EGVpmT+vUJT+zO+zjbn0SOV733mWbuwSZCIPXDd9OoErUgiJStOa0jA9Tv2yiJlqEQ3To+V4HPsVxolJ25mSFjJZLnPilebDcGGmYmkplplwPChTskP2xjVOJyWyQqLtTJkEJnGucjItEQQ69apHveIRRMKpnRcSH4w3+Md3PoeuZtRM/6fapj7zw1qoOUUhIgRRz0KpiEGrIpeQ9YxXtna501kAuSCp5qAWSL6CGkgUkkI2Uhm1FHJPA6XAacToSkbN8HnQbYMEE0/0LfxQR5EKqmbAILSp6AFeYrDXr7F8rivQkXLOk8MmNcPn6EmTKy+cibJxJtGoeAwKOBxV8BNdIA31gI7iIuUSpprixTofDVdZsUecr4hpyVVXYCUBdDnD0hOuN05E+TnT0GUxsj8nWhkp/YkwQlWdgCfjBnEqBN3CSiXgJovOmJIaCcKU0SPINDqxGFRpGB66nFLVArqS6H0mkkJTm6JJGVGuIUs5G2YPVwlZdkYsmSN2/TovlvdwlZA/7V+movqs6n3uhst8+/gytpbwt67+iLrisRc3uGHuM87F9/dbwxt8ofyAH/obtPUJ54wOu1GTRFY4b3eIZhO/mpTNy9PuLNvcUsfkprBXyVKT3WmdqhWID3Cs0XLEoJkfawJMkpiocoYuZzzxhYR+muqz3qZNlKkkucxgavNjf5PnFw+pVTyGYyHGUOWc06hMWigCCJLY9GNh9IpTB0eLiAzxfoNM/Hfrhidy24WMKuXEuYKX6jQND00R7ZAVe8S9vUXcSsBmbcCm0+MoqDD0LaJIpeSIr7ftip5vnCk01SlHaW3uSP1wtM6m3WOaiQrB1fIJu36dcWTScH16CHrc9rTJuiMwm0v6cO5rzpDneM/74RJL2mCeL0ZKUaScDJmWOuarldv833Z+jsv2Ce+NN9HllL1pjUFokRcSrh1SNiNW7SFJLmQlV+qnjGOLY7/Ma40dPhktc87p8bXKJ3SyMoPU5tBf4nd6L2EpMV5qkBQyZTXiX0SvkSORFRKLxpgFY0zeEE7uUWJxGgotXd0OGIUmWS5jaCklPSSLFXFAz6AoZD4+XGHtwoBb/SWGgaDPPeo3GQ4dVD1F01Marvg+VM2A7biNKQnmfBhr7HerLNYmvH+0RpbJrDWGdHolPvFX+a3RS7zW2MFPdcaJyYI+5oWlQx4Nm8hqTpbI+KlOHip4qk6RS7x3uM5/fO17/MvDF9k7rVOksihnw2wCWexe3cRFVzM0JScKNf6TT36J/+zZ3+V/p/0a1kGO6mdkhswn37rMK7+yw53xIjXTZ3vSYNkcsmSOxKQ9Be+NNlioj3m+dsBP0k2yXOauv8R5u8OToEnZDvlS6yF/dHyNVXfI1fIJH2Wr3JsssKM0cNSYC6UO7Vms8enhe8PscRxXBN3vBR/tno0x/B9oFJ/+PtuMCwnMrsSP/uQZfubnPuLIqxDOhqWitEzVCskLmUVrhDxjtk8THV3JWLAn7E+q9GWbQWixYBckuSyUtoXEMLSomz6JqoAJ44FNZCQkqcJWU7QDjyclkkQhSlW8UMe0xF6yWhpSMiImkcH16jEf9VYxjISSGWHn///SNACanbDZ7KNqGUiQ+SpZKiNNVPJQJc4UJgObQilQygnV9gSpEZGWcjKzQF/zKHIJtBy36YlpRXvCJDGJIxVZLlCUnHM1YVnam9Y4HpeJMpVlaywGwAYma6UhHzze4H63zcayiD0114YcB2VGkYlpJiLfWfKJE5VxaOCnurAmzcp3hpISpQq6LHp769aAZxtHhJmKqQpV44lXIsslLEXkodvGBEUqeK52yI3qEVUjwE906iWPdnmKJudMZpENU0+o2WJ6e9UdChFErpIVYjhqxRiiSTkVLUSXRX9z369R0kIxAGF2cJWQshyQIQkCU9hgJ2zy843bbJo9vt68JRYKKSVH4t50iT/o3OBbR1f40sIjtkpdljWBumyqU7xCJyw0HDnic+VHQlsXlagoAVXFo6L6XDaOKSkhYa5xO1jlkb8AiJtHNynNjTyGnHDVPOSl0i4XSl2uVk5omB6XGh1RaqufYqjZXLwQ5yrjxORG6YD3ztbYnwoXa9e3xZDRWCAKw1Djbq9N0/ZQVHF79RJ9XkX4w/2rwqc7aDH1RP/PT3UeTtqMEpMdr06QaYxjC1eLGAYWk0SUhUszA42jxQwji096S+hWwrPtY9Jc5o3SI2w1Jo5U0bcsJEHp0kNOoxKuFtFNXSaZxUlSRZNSwkzl3f4G90cLNAyPaSac3QDDwMQ2EixNzBA4SsSCPmaQCqfuo3CRTlpCJudDf4O3B5tMcouztCy8xBScJhW+Nb6BKSVsan3+9vpbjFKbI68i3MOZSpIqqHKOLMHnmk+Ypro4NCoZ26Mmw8iiogds+00Gkc1+UGNRnWBKCb9c/ZBfWXqP40Dc1A+8KtujJg/HLW4PF3n7ZJ13T9YZpQLWAsKxPQhtlqwRVTNgEhmEiaiIaHLO3riGpAhlkKQWKFZKvSzMU5erZ7y5sk3NDHCNGN1MMM2ES60OzzcOeL5xQFkL6acuv999Di8SjOrE1zk4rRF4BpGns+oMKfoGhpwyiQ38TOfNxkO2XOHF/nLtHs81D1HVDEkphHFIFg5kcokXlw9Y0QY4WjyLZc5+zTYrScu5c7jIvdECP7v0gP/tpd/nhfV9ynbIdtRG+3IXgEKR8BZV9DH8gx99hRer+xxNK3SmDp24RDd2eWtvi98+eJ4jr0LVDHg4bdOwfK7WTxnGFg/9NlXN57mmKMOer4g2xMNpmxu1Iw4mVT46XpmRxBRyJCqqL1pXUj6LJQqBzjcu3cZ9tUtUFV+HmFL9HyzksxtzIYHRl/jB773A7uM2VTPgzC+hyjmTyODW4RLLxpBla0QYa8SpYPzvjmusuCNOJiWiRCVHQkIoIsNExVIT+qFNlKpkhYRqZOhqhmXETGODV9t7mFo6H5yMIg1vp8JwbPO4Lw6szzUPseWY9VKf9eoQTcn+nEHq3/b6zG/EyVjQoMKpDkY276cUZoakZ+SFjNrRUccKlbLHsOdiOxGNjQEb1455ZXWXZnNCvT0m8A16fZeGIUL2WSajGwmuLU5iK/URC9aEkhlhqgm3BktEiSh1fniwShHJJJlCkGjcPlvkYq3D8bgserqlKbWSQOllmUSUqHR9h/dO1uaihpIeslkTwwdprhDlKlUt4MlQ9DUP/QpnnTJeYLAzrfPJYJl+7NDSJ+z7NZraVNxwc5kg1ogyhUmko8gFC/YESxPREoCSFmIpySyDmrMTNrnrCeZskGlzyhMw14hpUkoyF2SLG9wF64woV5HJ2dA7VBUfV4m47a/Q1D3eO1mjF9j8++vv8bPl2yiz6I8mpVw2jgBYUQdoZFQVUUb7ev0mk0zckjf1jiiHqlPqqscwESSciiIOFE1tMp8ALsvBTA4g8XDc4iQsU1Ij2saEc06PFXPIUmnMpUaH3tDlYFShbniCzGWGYkhKjdioDEgzmUbZo172eOPcNk3bR5czNmbQhoNOjbf2tvjkZAlZgl4iiGr1isdGo48q5+wOhXnJVmPuDdo87je411nAUFNOxyWiTMVLDLYnIq6hyDlVM2Cz2cdRRY/uQ3+D/WmNVm1CqzZBVQTPfNGc8EblMVecU6EcRMKUE96dbonvjx5QM33KaihKsJZoIVStkJYzJckUziYux2GFkhLiKiG2HPGyvc2iOmI3brEX1HmttsPbo3OCS500+CDY5J89eoV/vfMM/+j4Z7gTLXFRP2E3FHq9N0oPBfVtRg+zNOGDrmoBd3ttFp0xhpoy8C0OJlXyQuIXFu+waI75x70vYMoxK8qUi/oJF0odXrMfM4pMgkRlFJkkmTIfADub3X6TXJljW9853mASGySZzKVGh5Y1ZRrp1MyAcjlAtxIazYmwr+UyH/VWsJSYy/YJX1u4w88v3eXvXPshry3tIUs5Dc2jrIZCnSdH3DpZQpsd5sihSOXZUJeEl+oURs5hUOVX197HVSIMOWFRH/OCvYspJ7xU2uXKwhnPnjvghnuIrGcCqWnHfKH6EJmcQSiecVkteOnCLn/1hfeRlIIilchjhUcnLYaJzXveFh/tr9IbuvzGzsv8vYt/yvCCQmrJJK4YNHMfaPz2znPkhcSFepd+bDOIbF5YPkCWCspGiJfoDEOLYWhxGpR4Mq7jpTr3JwsCJhIKXO2yIah+thzz1eX7WEaMl+mU1UCU40OBks0KmeNEWNqWZnaiVxb2kJ4dk+t8Wo5+eiv+s6/ZjVn1Ran6/u4inbFLdRb/lKWCbx5e573OOrKc82J7H3PWcktniF9DSznzXKLZcwJwNnWxtZihb+HqMaYVMw0MHD2hbITcGiwxDQ3ifYfdXp2yG1C/8Cm73lEjGprHu/0N8kJmy+0iS8V8yvt/7PWZL01XFifCI1z3cIyY076IIWUWKGrOKDYpJFBjmPom8ljFm5SZGjnO1hk/uHsJxcjIAgWUAkUXE3iKVFApC/xg2YzIEUCQXujg6hFFIbF3UkeSCsptschdv3qMl4gBqnZpStuccE9qc716zE9ONxlNLYpcmpG+ZJJUSMibrocX6wwiG03O8HKdUWyx4gzZHonQumPErNgjkhVFTGtOSoSxxjAwqa4IIcQnkxU0OWM0y+Mee2UcPWESGgxCe55/faP9BFUWSjlZygVZKNMYxGKIQZ0dBCxFiAy6kYssFayZ4sEc5yKD+bScqkkZp2mF28Eq580zFrQRtybL3DxdZqE84ZeXbvKKtc2DeAFLjrnpr/GS8wS/MKjKPkmhspO0WNd6mHKCKQl3sbipq2SSjCalXDUP537aUWZxENSoqD5ncZmDWHwN36jeZFPvos16ro4qrD1I4va/ZI241V9CVnJcI+aKc8qtYJU3mtsMEptuJPqhYSzy3EUh0dKnuGpMS5+Q5IqwwkgFD4/bKKro8T0Ytfn5lXvcHK3gJfpMp5djq7HoR8++94qc843l2/yovzXbiMXN+mrtBICqFrDv19AkUfpeMkc4WoyjidyyaUR0pw43+8s84xywYXTxckPgPhWf41BM8baNKePUYD+ozSssppLwRuUxv3f6HG17MjdlTTKTBW2EKSeUZXHCX9YGaDMv9IIxQZNSprPD0S9s3OVHZ+d4Mmzwj4I3+asrH/ArjXf4T0e/xGlS5bzbpaYHnIYlolRlP6gRphoX612miYGlJrgz+cUgspGlnL9Wf5uH8SIN2cMrVDQp40Vnh389fAE/FiCNMAbbSKhYwq+dFjKHfpULpQ5xLshv4pakkCQKD7IWq5URuprx6KhFHivIRkYv0FCNlDcWn7AzbfBBd43L6yfshS2OggolNeLDsxXGU4vH/SY1O+B/sv4jPvLW+dzqDsEst3qzWEaSCmpOQJSKTL9kpWzaPTb0DkmhoEmZcPAmNT6YrOOlOs9UjrgzXuRR0Obq6gkL5oSkkLkXLOHnBpqczw1qH+6uka8LAp+o6xZkoUo3drg9XBRrXSozmojN+8t/7V1+8N+9IuJDMwFD8v0G6VdEPvuF8j4/7J8nR6Izdnlz4f/D3n/HyHrn573g582xcurcfXJkGIbhcJJmNKMZySPLggIsryTvdQDWd2VcS961L7wwDNiG18bFlQWsLMNeOUi4loPs61WWR5MTOeQhDw/DyalP51C56s1p//jVKZIO8sjG3T8GW0CDZHV1s7q76v19w/N8nnv8+q0PYBgpZxrH+KkoWqaJQceasBtU6Ucii/oz1etcMde5Olhl0R7Tcae8en+D+gWflj7BUkTRVVF9vtY/i5/qlLWQpp5SU3yeXNzjjWdltDdclPA96mlFfADvA4AAlN8y8Bd1+uUpa2VRIIexRprLOEbM5qQxC+lJ6IcOthajyCqDmUjVtGJxOKspWSGjqynTWKfh+HSnDnGmcL/boFXyKIDVywfsdqtMU5PLy3tUrYCKHnC1u0rd8oWCWknY9BocTVxWZvnX/7Xbd/1BnBcSS86Qg2GJNJfR9JSyHRIlKo4RC0qKm1EoMkUg9sCPvW17/bJQ9CkZki3SV0quQCVmszGgJBXEmYIup+hyhq6khJlIOKpWPcqmACnse2XyQtCEykZIlotghI1qn37szHNOo0B00EUqEWFQ7wjF7GPvZZBqAoigR2xPa1yq7/Ng0qQ7dZikYk8cpwoN16ftTokylYdeY955yUXORr2PqaQ0LJ87By0MIxWjdHdEnCki31fvIUsCjBHnKoNYKKJ1+fHPp87HmTmi2ly2qlSUAFNK0OUcjZR+5mLIKV86Os/nOu9wlJS5MVnk1UfrPLmyywmnx4beJSw0ykrI91Wuz7GWMjleoaNQzLGKjhxhSiI16F4kPMgL6pCkUNGlDFeJ6CcOj8Z1JrHJojlimhnzhJlb0aKAT+jvAjZkKWc68xIacsqyO+JyfZ/bww5RoRJkGpaSzH/WrVGVOFbxVZ3lyoh3hkusuQP8TKeiBmwFdQahhTxTNHuBzmJ5zDujJaq6YJUbasql5oEgbhUyUSooSo4W8zBoMggtFKmYNwW9yKGkRZSUkA27N5tGWIxTk7yQ8Gfq+L5nizxpNeH1yQaOGlFTfeo03+WQAAEAAElEQVSqRz910WYisShXWTBGdBOXeDbZGMY2dwMRyDAILSaBSd+z+bML38SUEsJCIyw0dCmjn7mMMqEAfhi1ZuN/8RxOmUc8e2KTK9MTXO2v8q+2nudPrLzJH1t8hy90L/BsdYtXRhucKnfZSmsMQuHnPfBKOLp4T05DY369vTLcoKOOKMkhGRIHqeh0vzi4yIo55MWlTR5MmgwDixc6j+Z4zG7ksmwPCTJBUTLVlA+duEVeyBxFLtPEwE90glhDN1NiCSw7FhjJTOHru6eo2QErpaEo7hKLu73W/D0GYpf458+8xK9uv4ihpDxR3eORX2fd7nP69DEV1Z/H4i3rA752fJkrvXV2wyoVLeD7Ku+wFQnh3a1BW3ia2za7gwqDis0fX3ybX996hu9dvMPvPLpEHKuk6Yz6lEogwZtbK8haDprg1SMXXNtd5k+ceRuzfY9fu/48HztxHy83OGkd8zvnM0r3lPl1Ts4h+Hwb9ccH7McVvq95k7uBcDscxy7PrW6zNanhJYaIMPVsTte7LJtD/mD3PLaW8ENLb3EzXJrHp3qpzqozwD4R85XNM9hmxIsLj1DljOveMubs/bRqD+bTs++r3+BD1Qf8YvJJ7GsWciIKhVyaiblk3ncIP1ZU23sS+8UC0ws6FSvkdLnLt7ZPUDUDYa2yhfbiieoeu0GVXuiwUhmxOy6jyALkUlWFH36pPBZTlVy4D6JEZb0+IC8kWm5OmKqcWjgmK+R5gt0otnD1iI45YdsTKmtdyTjTOOawZ3xH59R3/UEcRSr3hk00TdBsJDVjMLFJIpW0JAuknlKQWzn1xoS4Iug/g76LrmdIUkyRS5TcgKlnUrFCjoISx4MSspJjmzGaLKwoVT2gGznYaoyrCkWmOJwzTpT7TGd2kMcfh0GZbuCgKRmr5QG3wg5FKiFpOSCA7R13SjLbsUSpSpSqTEKDqhGgyjlf2zyNJEEcqdyXG7Qcj5oTkM1IWWkmvK+PLTPTxBAdbSGz2a8L+8asOMgLiZoekBYKxgymcWfaZt3ug8E8jWTBHHN9uEiSiYuRIgv15P1pkx9qXSMsdIaZTVIoDBKxd2pbE/bjCjfGi2yPK1xcPuCE0+OivSdgHDNBVlwo+LnBJDbpqCMa6hRNSummLkmhcNnc5lq4xvPWA97ITPbjCrkpMZoFL4xTk2mqs++VxQ6w41FShDL5d+9fYr9RYdEe8erWGrJccHlxn92pACaslQdMYhNDTXl5b4OTtT7Xx4ssWSPkvCAvRB61quScXTziwXEDU0nwcoNRYhLlCrtBlaouxmSaJtCGspxz77DJanOIKmf0fQtHF5GSLX3K1cESDdvjdKmLl4ldqa0l9DybluMxTXSms51xRQlm6VRCELdgjNgPKqIgnO23SmrKijMkLyQOwjJdyeWTtVvzOLutQJCRDqMSdd0nyRXe6S9Q1iN2wyonSz3WrR7/fvMpQVXLTcaY6FI2/zsJL7GCI0d8wH7ENyZnMeSUbb/Gp+pDbDni+yrXecZ9xP9++Az/4eASP7z4Jh1zwm9sPomhpWxO63ixTtuZzpXfWS7PVciaklEAu9MK150VOtqYZXVAgkJD9iirERtmlw+59+iXXeJCpap4DDOHa6MVwlkBteXVONZcLDXh9kiM/s+4R2wjrDvd3EHT0ndfyzk4pZCpZzL1DXblCtuTKiAK+yRV5oJP040JC5W9foV4qjNaMjk8qmCeTeYd4JvjVd4+WuR/OvcVskrGkjPiem8BRc75WOkOm36DLw7PMQmE02GnXyWJVYJEeLbXygOO4xIbtQG39tvkiYxiplBIyGpOUcDzJx7NaVltY8rv37rIJDV5tvKQ0wsbXHL3aKljrkxP8snnr/PK7pMo4SwnuABjlHPtG2dJP3KPRX1EW5/w2ZM3+c1rT/Pi+fs809wmLRReOVgjDMUuPy8kfnTt2tyStqL3+f3gIj+0/Db7cYU0VyhpEa3ylFFg8kZvmZ9YfX0WnShT033uT5uYSsoTJWFH7CYui80Ru+cVym+Lwu59ampmh/LjA3l2SNsHEhOpTnBiyqI9RlUzTCXlQv2QPU+kLl0fLeJqESU9JM0VVssj+qHNhdoBu34VU0mo6QH7QZmWEbBoj5Glgpu9Nstl4bQoaRGHvktZj4TtScpnzhKFba/KNDZwtJjL5T1eOj6Jn/z/Qx8AMX72IwN/amBYwrIQT3RkI8PUUkZTC7WvIgF9rYza1fBXQqSBTmyknF04Zm9c5vmFLfJC5tX9NaK4RDLVkfSMONSw2gmHgQAtHHhlbC1Glop51ZcXkmCWqkKccOSXOB67xKGKJEPJDThd7ooQdS2nSGUUK8OyxR5wN6zipzoVI8BSBThgGFkikNyKaDkethqzNxXs3J1hlSyTqZc81iv9OQ/b0WJ2wip1U9hSDC3B0qFhe0xiA3Q46x6xG1YFazh1KKkRD70Gaa4IypNUMEmM+c5Sloq5kEyepfgs6QOOsjIyBfuRMMA/hvY/HNT50NImq+aArJC54S/hqhGL2pAlbUA/c8mQOKkf8yhucj/q8HH3Fr3YJVQ1OlqZi8YuCgUnjCO+OLhIU5vyIGhy0upS08QOOi9kwkzFz3UqSoAhJ+h6yigUe0TLFCPMvJAwlAxFS9iZVEUFXB1gzLCF08QgN2X6sSMmEom4CGW5TMmOGMUWjiYoRehwf9BguTwmnTFxdUPgCn1PKCrf6i9TNiOGvsUkNHiu9oiOPaGu+xyEJY78EnVTiFoqVoilJsK7GJk0TY/9uMIle5dhZqPKGZPMZM0eEBiaUATbwkPpZULoV9eFqvd+2Oah15iNoWOOQ5dRLAAnk9hk7JucqR4TZhq9SEw/FkoTLpQPOEyqdFOXJ61tqrLPQVphlDnUVE+QleSA76+8zWv+CcaJya1gkYXykAwJhZwfbr/B9WBlvtdvu1Me9WqcXumyk1fpmBM2BzXhx1VTRqlJAWiziYKrxXxx5yxPtva5bG5zN1rgW3GZj5bvkCHWE3GhclY/ICw0JpnFILJRpZwoV5nGusjktieoUo6lJFzpriNLBUdjF1kuCAMd3RCHsaQUImM4lZGVgjiWGSoWkgSynAshVqIgywWNkoefGVTcgGNP57hfpsglvnn7DIYT83+5+A36sUPJjDhMKlw6s8PdYYskVfjQ8ibL6oB+ZNMduhS5gISoVkwSqxz3StyqdTjrHnEcu8L/HgtRnm3GtJtiFTQILeq6zxnjgOeXHpAh81Z7iXFi8qXhRZ6q7bIZNoSoyjyiopbY/cwj9n9rHTkpUH1ILdFd3/ndMzz6aI0/e+plXCVEChXCTGVBH/PN3ilkCT64tsU0Mfja4Wm+p3MPV4lIUDmKyzzb3EaWxPRgzerzxv45BlOb//HCN/jfNj/Iv9l+ludaWwSZxqo5wJBTdvwqV4brDCKbS9V9PrV4m5vuAlfkE1Te0AWBS3lPYtN/1BVLiPvsfYkgdXlLWeIjKw9YMMbcnCzwbH2L/ahCUxfMg37iEGUqfqqzVhqw61dRJXEt2/JqJJlYCU5iEdvaP6igqxlhrInxfKSTZgqLJREu8caddWQjw3YFZAfgxngRW4sZF+9GYv5ht+96sVbZCgk8nSKRiQJNQN/tFHkm+08CjbSWkro58mQmPooU5Ej8pbeHVRRZdENb0xp1R1zYFCcR1Zgn/LmanM3ZwFkhM4qE3yzOVRw1FjjJUZ03NlfZOawJlStgO+HMz5iz1hywsjCg3h5TcgNMLeX6aJHNUZ2dUYUbRws8GooXSs+zKekRz3W253FzXqSTFgprtQFr9QE1M2AQ2cSZMu8OXF3s3ipayIlqH0XOGUUmxxNXiDISm5IacttfYCcQ4RcVLeRc+VCk/aQ6aS4gA6vuYP6iBXFo3fdbTDKLrx2f4WHQxEt1SlrIsj3kwaDBx5YfCNWycciiPsRSEmqq6FofxS2u+8ucM/bJkDhtHHDB3ONutMCq2eeCtccws7kbL3An7oids93l+nSRhuaRFAphLl74dd3jM80bc7hHWQ54fmF7Ls5Yrw0oG7NsadOjogcEscbTnV36oc1iaYws5TOhnLigW0rCM81tDFVcsM/Vj6joAedKhyzbIuZPkQtuH7RZLI3Jc8GQdowYw0xYNft8ZuHmfFdZsUK+cXwaR4nZnNbF6yVTSGe+bV3OMNUER4+xNZHE9BjhOUpt1ow+K/qAdatLXfdomcLu9ng18nDc4O64xbrZ453xEjcOF7AUMYKLc5UNty+U7wPBW45zdW6xG8QWTXPKSeuYDIk1vYci5SQoVBWfujqlqvjzHNZ4lnB1rnTIsjF4n2/5cdwiQJQrVIyANFV46e5JTpR7HIfu/DUcJJpQ8GvCVqLJOReqB7Qcj9f2V3nZO0NeyLT1MQvqiJYyJkNiQR2ymTTxcmNmXRPF775fRpEKmtaU084xH6nd45K7J+hMM6BHNgtvAKhYIbqeYhsx5XKAJOdYTjSjzWlEkUaSKChKgWVH/MjKNQapTbdXEoprqUAzUzRLFGAXjV28VOen1l7hn73zIj/UeZNxaKCpGfcmLTaTJn9h5atYlrC5SIqYUGl6imnHMxFYzAdLD/EjHVnNabdHXGge8gML73CmfMynl27zqcoNNuMWB2mVl70z/NTaK3SMMZaSUFJCnnEfzbGxZ819nqrtkn18RGpKpJboKs1jCSmH/PNNfvGdT7Ad1lHrIYd+iUdhncOpi6UlaHLGxxt3xdqgvw7Al47OEeUqR1GJN8eryBT4mU7D8ulUJhhywo+vX+Vc9Yjfuv4kh0GJG5NF+rFDWiicLx1yqbpPkOnsBDVWrQF//Mk3mZycRWmKunie2PReIdd7cjAwexLFlQpfvHOeL+2f41a3zX4kQlS8zGA3rLI5qZMjcei77HoVkkwUG6qcsz8qo8j5vON3tBizGjLyLKp2wN60MivgYRIb3D5uo7kxmpGyVB4LRsO4TI6Eq0WEyXfW637Xd8QdZ0KqO7hGTJwp9Mc2ycAEuUCvp0LkoBQUWgZThdwEKVAolILU1zndEeq3rz04TeJrSGqOWwnQ9ZSqFdKb2iSZQmPWZVbNgEls0LEnVPSQ+6MmXd/h8KCKpOYYVkKaKGSpuFBt1Absjsu8tHuCOFaJp/psdyOBXNBTS5SqPuOBjWJkYELd8TFUYYGACrujCidqPZbKY6JUZZroxKmKqmTYWoKtJtgkWEpMy5zSNibYcsxXxmdxdBHt1bB80lxmy69R1kIRyWaMGacWw0R8hKlGkimoqohHrGoBbXvCkS92dnkhMUpMbvsiU/gbj06yUJ1wt9fC0FI+0N5lwRihSymP4iZNdcIFa49ldcCdeIHb/gLDxOItdY37fosz9hHnzH1a6oQb/hLyLJZPocCUkzkL+axzxCCxGaY2jhLxKGjS1D02tGNu5MtMMpOWOuGFygNe3V9jGhhU22JHvDuqkBUSP336VfJC5owtIs0eTBoiKlDOGSbWvNhIZ5F5OeKAHkQ2X5ucFr9nLeFgVEJVBU+7YgeMA5MkE9jKN0ZrWEpC256QFRIXawc8mDS4crCKKuc81d4jzWVa5lTgLnOZ40CMVB//fquaP8sS1ucJVdthnSDTqWseu2GVh90GqiqmF4vlMf3UoWVMuZ21uT1sc7LSFeg/Ch4MhJq5bEYcBy41w0eVc0wl5SgosWU2CDKN59yHPIjE3jApFI7iEhtmj5PGIUmhcpyWMeSEshpiyzGP4hZ1dYopJdwNhJ3s1qRDnKtCjesGpLlAsE4iA1URkY62ETONjHku87nqodhxGz5Dw+Kl7kk+3HxASQkZ5+acZdzWJnxtfJ7toMbz1U2WnRF+qjFJRHpTL3T4+uFpLtQO8VIx8uyOnbnOQ9MyVqtDBqElEJHxTKuRyySxEFACIufZ9fmRlWtshg0MOeHbhxsUmSSwojP0pKKI90g/c/l47Q6vTzY4u3jElfGJOaO6Zgb8y4MX+MH2W/zIyTf517eeRddTTD0hzWXByM50ro5W0eUlTtR6pFWFC+UDolxkdf/b3jM839qil7ncDTqcqhyJFCRJJEp9pHSHB1GH47TEU9YWB2lFBNinJp9ev81vPv0U5Wtij/m44ywkML9R4je3PkixELFeGvBi+T6bkwZeolNSQ77cPUeBUN9/vXuakhbNRIATjqISjpwxTGyGocVGucdX++fIkXiytMvohMmNwwX2pDL/86XPc9XboKSEBJnGZlhid1zmhYUtHCVi4cIRB0Wb0qaMlL4H/PEeb7FUiNSmx4e06oP7usXBkkmxGNKbRRFuD4UKf7ky4v6gSRBrlCsjOvZ4PrFbqQ7xE539sEzd8rlzbxG1lJD1DWLXp2H52KqwEqpyTujrVKsCGJIVwpf81PIe/dhmZ1JlsTTm9ndwTn3Xd8T3ei1UJWca6ZytHXGy3aO5OkSriM6QTMJt+DTbY/QFH2NlSqHlZG5OtTFFlzOu318mTRTRAecS3sQkjlV6U5uaEwjcWarTMMSIuJjRqL718CTbe3WOumV0J6bZmJDnAo/Xbo557uQjHvQaDEcODcfno+sPqDanKFYGBeilmCJUmIwsnEpIyQmp2gFhqrI7qBAkGv3AxtQT7vWbxLnCw6MGlVmnZygZmpxhyCkdY0xFFelLw8TCViLKhhh92rPc2GlsYCoJca4QZBrD1GacGnOhUlkXo3FVznC0GFeJqOkBC86YljXlZKlHw/DwMp0LlUMuLhywfVQjThXazpQfab5GTfUIc41HYUPk2xYSd+IFRpnFR8t36Bhj7nhtkhnDei+p4eU6J61jRqmNnxm8NV0hzDUqqk83KfEoaHB9tEiSK4xTkwVzLOAjWZkNvTtD7Il9JoiL6eOde5oLys9T5hZlPUCRcjrGmFFg4iUGo8hkcyzABEkuCFAN06Nheux6VZJMwY90jsYuhpKyXh/gmDGrpSGanFO2QqpWiCTB7X6LpJCx1ZiW5ZHkCidLPVqux+l6l81JnWV7JEbLic6xJzjP48ik64vO4aHXYJRZ7IcVroxPUFE8DsKywPtN2+xNKyhKPlfAP1bXepnOU8u7fGpRXBZa+oRv7Z1AnY1a10p9UUjFFtPEYJwIFOcjv869SYvXpifme2Gxi7d4x1viDX+Db3pnCQuNhjLlsrWDLqXU1Sl7SZXjtERDE7AUXclm/nOZP3niKj+4fp1prFM1A7JcQldThhOLwchhEhicrPZo6VOhZjdHHPdK7E9KDFJ7Hsv3b/ovcCtYYjetcRgJLOZRXGZzXOeZ6jZP13bohQ5eohNnCvfGTY5Dl7Yh+NjGbHUgSwUdazLHvWqKSLwql3x0Y1awA4aW8lNrr9BUx3xj9xS/8uBFkaTlxGhWMmd8q0qOrma87m2wqvf44o3zvFDf5MagIwpZJeeHFt+kYXhcGZ/g7dHSfOQ9CYTXPIreXRO8vrPKJDG5c9jit+9f5gub5zirHaErGadMkQl+yjzGlBLW9WPO6od8rnKNqiymF3khExYaXm5wN1qgpU/Y8av82FNXGZ9P56NeOZsFMKjg7MiUXrWo6gFfHpznQvWA51pbTFKTI8/lfPWIBXMyf9+nuUxZDUlzmQVjzOuHK9RNn49W7/Fc5RGqlGMrEY9GdU63ushywS/e+16CTOOEccTdaZvtYZXnOtt8e3+dvJBoWD6f/uibBJ1CqLzTGQrzPR3yY8rq47G1VIAcg7stoWyZvPNwmbfvrojJ1MyimReIFLTYYBjbBKkAH7laxDTSMdSUtJDRyjG6kVDIBcdDlzhTOOcecrrUZRobtJtCHe5qEUcTUTTfGCwwCG36U/s7Pqf+uw7iv/f3/h6SJPGzP/uz8/vCMORnfuZnaDQauK7Lj/7oj3J4ePi+r9va2uJzn/sctm3Tbrf5K3/lr5Cm6fse89WvfpVnnnkGwzA4ffo0v/Irv/Lf9Bwvt/fRZzaaYSxSbVbLA55c3qNleWhOQpoquEaEquY8ubhHfWmE3fKo2gGqnEEy8wLmQKRQjEVFXbZD9o8rtMwpdcPjwaTJjeMO20c1HgzqFIWEYmQiAi2TcfSYCwuHnKr3yAuJzVFdVP6RgqZkvHG0zGjgkA90mssjOtWJqPoCVVwYChEA4eixUFgnKt2xgxfphKHGKDBR1JytQY2WI/YhUaayZvVZMEbIFFws7eMqEaaU0jA8VCmnF4oL/rnqEW1jyqoluqWSKkQNj6HpZVUcZI9BFZqcUdV81u0+i6b4/mmusGiMWLe6xLlKkUt8YHGXDaeHlxuc0Q9Y0EZ8qHRP7BBnB0VeCG7xOVsoiTfsHnVVjJtNOWFBHfFB5z5NbcJp+4jXpie457e5PlqcjzbLakCcq3Qjl8OwxNXpOl5usBNW8XKDBXUIzIRt3QZ73SrLFTHmG+Y2ZVUEIYxTS5j51QRTTZlGOpYSE2Qa8Uw4NwhtxqGJpSXEkUqayiS5MgcGXNtdpufZfE/nHjXDx54FyYvRsDwbdyt8c/cEe4MKe9MKPc/m2vEy7/QXGYfGXAznx5oIKEhVdqcV+rHDWeeQquazn9TohQ6jwBQpYIVEqzRltSp+1ieqexiy0C5UtJCtoE5Ln/L6YI264/NsZ4enFvbohiI3Oc0Ft/zxQf5oXKPrO9wZt3l1sEGYa5w2D0ln3O13JktMMpMHQYubocCKLqkDzugHfNi+K+xmcsJ2UKOkisLtQvmA5+wHbJhdnmzscTR1ado+S+Ux7eqUPBURf6qU8we759kK6vz+w4vkUw3HiOnHNhv6Md20zFd3TvOVgzM8jFo8HNc5Wz7CVmKeaW5z2drhaWdrXtA0bY+OLQ7gq91VFqoTqpYoWlVFrJZKZsQT7T1+bOMaTy3s8bGlB5xvHfL9p2/y7PoWq9Uhd4MO3xidwwt0RhNLQFT0FMMQOgQQ04snm3t4mcH/69Gn+VNPX+E3Np+kP3GII+HY0KSMn2q9xCgxeWd3idjXsYxEhIzMsJZL1hgvMVDVjJ9Z+wq6nhJODUJf539+8KPs9St0tKHge89898pscmTOEKTn9X3W9S4lOeCMfsCGLsAen27cxMsMnri4xfjJeJ4HLM3U1BQiN/j3X3uS13bXOGUe040EWa9kRFQ1nwVjJOIItZCv75/m64enaRgea3qPjy/fFxayuMa1yQp5IfHvtp/hQuOAFXvIBxe3GE0svnT3PF8fnWfNHrBcGbFqDtio9nnC2eFHOldZNQe4T/bwF4WjRcrf/XivnUl6nGv8OFJRButIwrpjQC5ATJcaBwSpRtUKOVs7omNPWbRGc41LmiuoSs6Z6jGTyKBVm7BUHVNemrDcGIl4z7jEvUlznqdtKqKZeaK9L84FI2R/UmKtPkCfaU3+a7f/5oP4ypUr/ON//I958skn33f/z/3cz/Hbv/3b/Nt/+2/52te+xt7eHj/yIz8y/3yWZXzuc58jjmNeeuklfvVXf5Vf+ZVf4W/8jb8xf8zDhw/53Oc+xyc/+UmuXbvGz/7sz/Ln//yf5/Of//wf+Xm2jKm4SJuzGMBQCFQqWsjdbpNKKUDXUip6iCznxJlC3Q440eiTZALSPweB5BKoOVIsEfWFvSMPRPhBN3TZ7lUJfANJgknfIUtkJGB5ccDJ2YhbV1IeDuqslQckqSJ2zrHMg/0mQaQLmEAlZuyZDAMTpZyAnjOeWCyUJiiyADbEkYgqlCQw1IynV3ZZqYxYqw9oup4QVc0u5vf9JiU5ZEkf0FQnnLEOyZC46O7RMqeEqUrHnHDC7gpV7yxxJ8pVSlrIYSCsV0GmCSh/bM53QG19Fo+YGXy0fIfvq11nzejxz2+9yJHn8qlzt7no7qNJGdeDFTaTFpqUshM3qCvTuRcV4G7UYZqZ1DQfU06oKD7NGZZxL6nRz1yiXOMoLpEXMvfGLbaGVR4O6gI2EJVFJxwIYctx7PKWv4om5SSFwnFa5qdOX0HTBSFHUTP+h+WX+In2K9wLF3DUiElmchCWOF3tYqsxUapSnnlaq5oYp1a0AENNqVoBmpxRr3i0qyIbVp+NhPNMxvcMXu6eoBu4OHpCy/W4crDGnUGLnYkQ4EWRhj7LZtaUjLIZsuiMCWONlit2164RIyFEOdPQ4DAssagNOGUeiT2elKMqGXGq0rI8KnpIVQ/42LIY4e6GVU6VuxyGJY5Dl7eGy2wPq3ixzta0xs60KihaWiQQhEqGqYjIviyXyXKJ/XGZe70mW4EYZUeZSloI294wsYhyjYOoQlXx0Wd7YS83yAqZzVCIxKqajypnnLMPOEirPGls80P1N3i2syNQhHLKWmlAuzXGUkUIQ1FIvL67SjA0aa0NeLa5Q5yrDDOHpFBYqYxQpILf37uIBMS5ypre48Ole2SFTD8VB4cXa2wPq2yO6izaI/xYFK6WmuCYMXU7EHx4d4giFbw62MBSEg5CwR0oqyEfrGzyf1/9D3zj4BTf2j5BkcsgFbhWJIhsCM63LOc0HJ81q8+62ePOvUXGqYVtxNhmhGEmTEOD3zl6khvhCtcPF0h8jSKVGE8sskwmTQRg6PpwgUe9GiUr4v+983F8z0RScySl4O5OmzRW+Ds3/hgACcqcbqZJOeZsjRMWKnGhUJJDynKIKSW0tTFJoVLXPC6UD3jx3H0mp0RnPB/zzj7Kd1SCrs1tf4HDoMSdYYunazvshlXx3owq3BwusFoe8GL7IZ+q3qCkCAHfk5Vdvt09wYo5ZMPu8XRjFxCCwhN2F9cJWWoOeb27wjn7gI817vG14zMsWWMmmTXXfPzkiddoPndIKJyN4hDOZ2PpmR6qmD33Qn7PhwJqAO5djWsPV/FSnaORy+nyMa4aE6Qa215tniPspTpna8fc7HfwIx1Xi5nGwn44Dg2CVMCMskKwwBftMXkhY8gZm+M6+oya1nI9Ma1U3g1F+cNu/00H8XQ65Sd/8if55V/+ZWq12vz+0WjEP/2n/5S///f/Pt/7vd/Ls88+yz//5/+cl156iW9/+9sA/MEf/AE3btzgX/yLf8HTTz/ND/zAD/C3//bf5pd+6ZeIYzEi/Uf/6B9x4sQJfv7nf54LFy7wF//iX+THfuzH+IVf+IU/8nPNC4mmNWXFHQIQJSp+orPjVSlZEYORg23EuFpEpzRlFFuMQpM7+22WXKGAk2QRTyaZGeWmh9QJQSrwBhZoQkxw/6hJEqvkuUSt4lFtTFlZGHBq4Vh4Q48aHE8djvwSvi/wlXXHZzyD9UsSVJyAM7Vj8kghCcSIrOQGKGZKuSTGylGqUjd91tt9VqojLnQOcI2IJ8u72GrMqXKXJJc58lxKZkScKbx5uAxAXZlSV6fYslAV1xUxMvQinV2/wsFM1JAVEi19MveXThKB5atqPtPYIMpU6rpPkOm8MVpjzehzwd7Hy8XP8hsHTyPLgsF6yd2lovo85WwxTQ124xpv+uv0EofDtEJSqKwbXVwlZJA4dBMXW45Z0fus6j0UqeC3uh/gtdE6x2mJpFB4Z7jEO4NFDsclHCPmqc6uUIYXMmEqigVbS+hHDlGucsndo65OeWlymt/afYIkUShbIRvNPg+iNq96pziIy5SUkLrqcam8z6I5oq77aErGqXKXk9bx7CARilBVyjCUlOYsfQrAm3lSw1hjqTFC01OSTMFQUjQl44XGJkEk7DqOHpMXEhvNPsuVEZqS0XHFYT6JTWS5QJMz7vebrLhDURglKu3SFJmCb09OU1JCqprP0/UdPrtyixc6j9ibCqHIC5WHOGqELYtO3lBSNpweVT1gGutYusBYxrkyV78DvNDYZMPtcxy4wtObKqSzzjxNZa4ervDK5CRVPUCmmPPMjyKXHInWLKt4mNv4hUFYaKQzctYjX3TjDWVKSxlTkmOWlREtfcKHWpuC6FTZYjCx2R8L94EkFUS+BrnEcGzzB/fPcRy4/LPtj/DKYIP9cZkXWpt8cuEuZSPk/rjJ69MN/t3RswD8/tEldDXjTL3LqbpIIAszjZXKiE5pQsceUzFDZAo2R3UeTWpc2Vvjxt4C395d5+rWKjcOF3itv0aGxNVggyRVyDIZRc0oZoVKwxbvpSyTCQOdBWeMrUR8+egc/9ePfJkH08ac+FUUEjU74MnKLt3UFW4JNQelQJLE6qTIJKxZgabrKQvOhH5gU+RCTJqnMrJaUGQyk5HFL9/6CP/m+IOUZGGd62c222kVr9DnKVnHWQlTSrHliKriC1Ka85BFfUg/sjl3fhfvspgQzC1Csz1s6a7K5+9eYBIJJXFDE+CKq8NVBrFNP7A54fRQyPFzQ4hbkwZX+utUjIBXehssGwOSQubusMW39k8iU8ydCwcHVe6HLb5yfJZJZHDZ2WEnrvHL9z/CQ7/JVlRHk3M6H90jbP1HTOr3Kqkfd8MK79qeClAiKF01ufryWfFeTQ0sOebZ+hYdSwTZbI7q4n1i91grD9DVlH5gUzFCJrHBcnlMRQ84Dl0uVfeJc5WKJvKJ00KwHWw1oaRHnKscsVYe0JmtQP5rt/+mg/hnfuZn+NznPsenP/3p993/+uuvkyTJ++4/f/48a2trvPzyywC8/PLLPPHEE3Q6nfljPvvZzzIej7l+/fr8Mf/x9/7sZz87/x7/uVsURYzH4/d9AOwGFXYmVe4MWpS0aAZDz6gYAZPAAKlgMLHZHNepGT4lTcQILtTHLJjj2YtforowQdVTglDDMESVIykFsiYSdeplj4XmiHPLhyyXRjhGTFZI3H60wDg25jm/hpLSrE24s9+mogdoSo5WC8kiBUsT+9fW4gjdjlmviVFNszqlYoWsuEOalkfHGotEkRmWcKPU577fmh8ImpxTt3xcPcILdaJY5ZvDM+Qzq0dV8VnXuzMIe85GbSD2JkhzNuwwFcEGj6Z1PtW+zaI5YpjYnCj3uFQ9ICnE4z9Vv8lFc0cIc+SEzw8uM4kNPr1+m8+13uYZa5NLhqiCa5rPdAYdSQqFljrByw2qik9eyJy39ljUR8hSzp1ggS+PLvLK5CRpIdOPbN4cr3JtsoKjRSw5Iy62D/AjnW7o8tH2fXQ55ZR7zEdb9/ncwjv8QPsdupHLkjbAlISQyNViGhWP9dKAaaLzzmSJO9M2lpLgZzq3/QX8TGc7qNGNHTr2hMOwxNd7Z7jntVgwxzhKjKmIfdI4tqiYIY4WU9FDTtT6lOwQRc5pV6aUjRBHi1h2htQ0j6rr89nWDT7SekBFD+e/85IRo8sZdUMc/k1X7JBtI+Zmt4MXa5yqd1l2hpiq4DX3U5dhYqNJogtfMEYsuBPKWogmpawZPQ6TMsvmUIQteHWmiUHL9qiaIvFrHBoEiYYqCYHWrUlnTlCLUlGIPd6rOVZElKi8PVhizxcrGYFAFYe4KmX0Mhdztr89SsvsRjW6kUNSyHxv/RZrRm/ODu/lFrac8hO1V7Fmau0vHZ1HVTMmU0vs4JwpTjmkszLAtGKSkZjytCyx92y6HrcnHV7rr+EnOg+PGnxr9wSPRnX+zdHzjCMTRc5F4ZhqlIyIm8cdNgc1dkcV3jhY4dFxjX5gMwkMemOHMNTIUpk40uYird2RKFRfG20IXYGSo2kZiiqsbPvjMgUgzx7fNiZsh3Xu7rYxJfFa6bgTWo5HxRZhI885D3GVkFrJR9FEl6tqIn60WvO4UDsUxbgZsWSPsLQERRP6kSKRyTNpjs+MZ6lhv7j/aXqZSy9z59fGfDYZ6KUu40JEdy6oQy4Zu2hSyifs2/z08rf5aPM+lzf28Fbz9x1ij7tL52Xh9S4bItpyzeqTFzIHXpmqFXB/2kKTM36v+wRv+au01TEbbp+9aQVLTfhS9zxvHK/gRTq9vsvv7V2iZU35/qUbrC/3+K2Xn0WVc35i/TVen2xwc7xAx50ySQWQp+9bPN98hPb04H2d8eP4xPeqqQv5PWpqGeSkQPMLyg9Ae63EK5sbc6dFSQ0JMw1JKvASnU2/wSiyMLQU14ioGz62llDVfcxZcM6dcZtxZHJnLASMXqqLsXXgossp/djGT3UGyXe2J/4jq6b/9b/+11y9epUrV678J587ODhA13Wq1er77u90OhwcHMwf895D+PHnH3/uD3vMeDwmCAIsy/pP/t9/9+/+Xf7m3/yb/8n9x76L6uT4sUY3cDhV6xKmGkd+iRONPkGqockZWSEziGwsNZnv5u6M2+QFdDojnmjsc3fUwk80+iMHpZTMIPsCyD+JDIa+SX/iEE5nNoPmGM1KOOqVyacaqawRlaeEsYaqZlzfX6QoIPF07GrA0dilYXpcahzwTrFI13dYckezIGyFpjGd859HMyXvkiUC7/uRgy6ndCNnNlpM2ZuWMfWEshkxTky24waalKJJKQoFJSXkgrOPJuVsenWuHq+wUhLAdBEaoVIUVXqJw9f3T1O1Ak6WuqxbXVrqhKvT9RlVKeV+1OHb3ROMIpML9UM+5N6nPlO0luUQRSpY1IY8aW2xl9R4wbknwuULjQdRm4um8MYacsI5bY/b0hLveEvC/qXEqGaOIaeocoYiFdwfNUU6lBmx6gxmgp4xJ4zjecDDbX+BpjHldrjIcVyipU9E6lEmLGUty8NPdVwtIspVnrB32E+q3PHaDCOLsi6EJ2UtZN8v07KmpIUyOzQyvNTAVJO58Gt7XKFsivFuyxLq9A2zx9vTZXQ55cpwg2lo8KXueU65Iqc4zWVKRsilitgvZQil9IXqIQ8mDTQ9ExGHuSD5pIXCZFbYWYr4f49TE0NOGacml8t77IRVXp9scMndpaMJG5afGRypQt3+VHmHR2GDN3tLKHLBkjtikpj0I3ue+rXmDJikBrtUiFMVS09wjQhLS+l54uKSI6HLFjU9wFQSjqISO3EDhUJML3J1nke9ZIzmXXdLGTPMbRqyxyTXyJD4uHuLTb/BYVCibIccRxq9icPQtwRgZ2ILMeOqT5DrOErEW4NlRqFJzQxYcYacsLv8y/FzomPNZysUqeDHV66SFAqWHPPt4w3iWMQRaprY38lyMUdASnIhGqzHF/FCjJv/zJlv8/nDixxMSuS5RJ5LWEYqmNIwL4IFfz6lG7m8vrPK2ZVD7gZt2saURmnKKeOQrbjJJDMZZjbbYZ1paIjoSiuhKMA0E57t7DBKTJbKY6p6gCXHdKcOilKAkyArOZGngyyiTC07Is5VPlG7PRclLsysXWGh0lIns7F1ji5laFJKjMJJtc92WuFpY4cw1/hAdZvheYv9aAF7/12ShhqAlBYoX6+w9XH4lnMGRSq4edDhw+sPAViz+vRil3Fs8nT7ESU54Mt3z1Kvepx0uxhyys3DBRoljyRRsTTR0NyYLPLphVu8ZgQ8GtZ421zhxqBDf+xwaXGf48BlFAnS3HYwy09+cY/Dby1hDJjvjR937++NUCykmRpclsjVAikDfVSgvmTzy+Pv4dxZ0ST4iY6pioIznVnvHvuF+4rNwbiEP8sNcLUYL9Fx9Yh+YJPkCruDCsu1mSVOKghTDV3OqKj/B4Q+bG9v85f+0l/i137t1zDN7wxm/f+r21/7a3+N0Wg0/9je3gZg4FlkhcRgr8LeYZWm7vHW5jLbRzWerz3iucYWH2/e49PtW3yydYfL5T0+sXCX71+6waI9ZjhyONyt8cXXL7G11+B4u0Y+MMi7BtlUJR9rqFLGYOTQqQhVNJlEkUscD0pQSNSrHtJstD0KBJIw6lpkW45QWSoFC5UJlzoHmErKm0dL/ODqOzzXEjSbzWFdqJFTg+PQpR/bnHaOOeceMkyEytVLdPqhI/74esCh71IyIrSZIvTIc7kyXhfUqszCy3VMKSHKtVncX8pwavFoVBePj0psThusOMLr+3Rrd16gvDle5TCpMEwsKqrP9WCFN4eiU62aAeedAw7SCgkKCgW7SY1HUZOGOmWSW5zUj9hNaoSFxm5So6mO8XKD47RMWQ7oZy6bYYPj0OXusDUPt2gaU4JMo6SGNC2haH+utcWCMaapTecYx5veIl/rn6Wm+fRjm5e6J1FlEfxwyu3y4dYDTlhd/uzSN/iRzut8tHqXDbNLVfE5iktMEwNXExezhuHPSWhhJv7WwDzEPs1ldsciQStKNA5HAtN4f9BkL6jwv+88zSQxeLO7zOuba2SZzINBnfvT1txWEecqHyvf4aK9hy3HjGODVw7WAFh1hmKKo2b4icYwtMhymVEgdtklNZwxv8WkwVZini7tkBcS+3GVpFCYZibTzKAf2XyqfpOK4jOdWXiatoeuZBxOXPbGwkM5SUy8TKdtTKkYIY4es1oesOoO2Cj3WSxNKOkRl8t7lLQIb+YtT3OZm94iw8zmlcEJjpISfqpz1j2iqU1moR0SOTIKxWxsKvEgbot0rep9Ntw+3UGJLFRJYpWKHYiwjLKHowry1yVnl0V9hKUmpJnMODZQ5YxPujf43Mnr8z3tMLTwYo2Xhye5F7SZZsa8e388Ak5TBU3LyFIB8MgyGUnOhfJZy3CsmDRV+PbwBDvDClGskucimzdKxPrI80yiSKAnLSPmXPuIM+4RK40hx57DvUkLWcqpqR4PozaGnPDJ0k1MKaGm+UKlrafIco6hp6xUh1Q1f95dPVfZ5Dh2eaqzxweWdtCNlCRSkbWcjZUuspYzHdq8em+DM8aBWEEpUwwpm+kjVBqKULG/4p8GhL+7Koc4cs6qKoSWl4xdlvUB56pHmGdGeMv53B5EAbkmfMbZWxVGiUVd8/jUyTs8U9riCXeXMNe47OwQphqmlDDJLQFLSVQuO7vkhcRH1x7Qn9qcax8RJJog1ckZYa7RMqeMBg5epjMJxHrm0ahGy5ry4LBJxRLulHz2+ree7RGX3i8uk7P3i7hUXyitxb5YItckwdlOC2rXFLa+sk4/EGz4aWSQ5DKvP1pjHBucax4xGDnsjctUrJAg1uaH8Ea5T93wxfjZmrBYHaNIOUEiONcALXPKI//d1e0fdvsjdcSvv/46R0dHPPPMM/P7sizj61//Ov/gH/wDPv/5zxPHMcPh8H1d8eHhIQsLAkC+sLDAq6+++r7v+1hV/d7H/MdK68PDQ8rl8n+2GwYwDAPD+E+5npGvc3BgzfM6rw8XhCAhUPkPexf48dU3MOSEbiJsEQo5y4ZA9N2nRT7VkDKJQs2p1EQ6E0qOum+QmDlSIYzbzdqEuukRllSOQhVJKbCsGN8z0NWU2tqANFMY7pdRyrF4DnpB1jMpLwnij6PGc4/jXlRh3exzFLlcbB4KEUBiYqoJca5yz2uR5jJn3SPupG0RKYdI+whSjaNumWdPbGEoKerMkzmOrbkHVabgsrXNKLWwZeEvNvQUP9LoxzZHQYnzlUP6sc2m38BRIxYcAQiYJCa/tfsEJT3ikdrk9rjNhYrwNh4GZbbDOj9Yu8b9uM1+XOXj7i3emK7z6mCDn1h4Fb8wMOWEMNd4wtxmOxH2ov24wpe65wWP9mCRNFEogFFgslod0jSnVLUATcr4XOttummJN8arpLrC3djGUWNWzAEnrC4HSpln7YcYUsoPNt6koQhP6ze9cyLxRh2JA0EqqCo+20mdB3FrDhg44xzNKF0h22FdeHh1waIOMp3OTKR29XgFRxeQjNONLvd6TQ7HovMcRDa2lvB89RFvbK6S+yqxBGmisKtWUJWM40GJEx2xu3TkCFuJMZSM4dRmoqV4ho6jx0SzIigvJEaBiaZkjGJLEL8KiePIpayFDBNLMLOVdB4N6ec6mpThahH3Q9GhVrWAZ5vbaFLGbljF1ARX93jiUrEDHFUj1wUN7qTbw1KEXS3KVZrGVCjTozKWknDKPuZR0KAk5bT0Kf3MYRKbxKbK2fIRvcSZfa3Git5jK2mwoR3jSDFJoXBSP0In51lzk6vjdVZaA6aRwWhiYaopilRgazEHYZlxbIqQDuD7W++wVW7w9cPTfKR8F4ANs8tSdSyK3VRFkcX7anNa55naNq/ONBl5JpMks85YyVBUofVQVGHnyuUCU0+oO4JyNk0MPrV+h5cPTgAw8Q0CT0eatTJFLpPkYJVSWuaUl7onOVnqcS1cZhSZDE2Lm/kid0ZtZKngZf2kQCaqEYaWEEQ6qprhmiIwJsiEJW4nEoxnS01oGB4fq94hzFQ21TphrPFzG1/gf8m+n6NBiSyTGWYOpzQBYRnNNBuylBPmGrYco5Azzk1kKUehICsgQWYzqePnBrqUcsndZdC0uJlL5McVpAwy813PrjaGG8cdwlSjYXjz19er3XV2nSqjQDRpR2mZj5+8h6UkvDVdZdXs46oRzy1vsetVWXDGnHK7PPQaVFSfkhJSfiLgN7/yQcpnB3x8/T792KYbujRrE06Vu9wetgk8nQAoMhnnuSHJlSra5N2ACNSZnzgoUGKh/E5cMb2UCtEdSzkoUYF5XBB9sUX3REb7dA9DyWhUp9TMgJIacWKhKwq+GZlQ/D4LNsd1hr7FRr0PqpiInq0dsz2o4hkGhpryTn8BKQr+s+fVf3z7I3XEn/rUp3j77be5du3a/OO5557jJ3/yJ+f/rmkaX/rSl+Zfc/v2bba2tnjxxRcBePHFF3n77bc5OjqaP+YLX/gC5XKZixcvzh/z3u/x+DGPv8cf5SZJBXY5RMolikjm0X5DvOnUnINHDV4dbfAgaPE725f5/IML3J50kGdVpKUkmI2A6uqQUmfK+GEVaaLSaExRPQkplpF9mW7oEqcKh36JJXfEysKA5daQOFaRJBh6FsORw3hfXKCzsQ5qgRJKSG6KoaXUTH8OcVipjNCknFtehyO/NLv4z6wzhYRMwaEvOre3RkKI5ScaR1OXzUFNMIwbE+JMFf42T4AadCXlrtfmIKrg5zpvBWvYinhxLRhjnlvYZr0+wJihLBVyFKngMCjhKhGWknBn3KYf2Qw9iyhT+cbuSS5UDnjGfQTAB6rbGHLC2+EKW1GDB16Tl70zLBlDAH798DniQiEpVFrqmAdxm72kypXpCT6/c54HgzrdwGWlPsS2I0wzIYpUHnYbHPpCvb1q9rkftrkyXEemIClkLpf2OGF1OWfuc9I44qK9hykljDJrrhTtZYJXHeUa96IOu0mNrBDxgCU5RKFgGFu0jCn7YYU7nigkVDnncmmPH61fYVEf0dCnlJSQzWmd7tDlaORSNQN0JaVTFsp2XU3xE43n64+443VwSyHoOX/92d/le07em6vfFSVHkzO+NTnDdlKnm7hEmYJrRVSMkLSQWXKEaFCZBYw4Rkw880CvmEIAE6UqfqrRDV36sSOiD2c50kGmsagPOV86ZD+q4CoRF+09FvQxrhpRUiM+tnCfihVSFBCnKv3Q5uaww/nSIQ19yobZpa56tPUx5619DDnFUSOSXISErJgDFKngW8cn2Q7rnKsc8qSzzfPuQz5Svss0M+YKeFOK2Utrc18rQIzgjf948wrf17nFanmA6wif+59cfY1natsMIptVZ8g73hKHSZmT+hGfKb/Dj61e5T/0nqCXuZzSj/gLq19DlcQ6yo90NqeCCrUbVklzeZZwlpPN9qtTz0TVsjldK53hK5uux/FUFDq7owpRrvJ0a5dTtS6alomc8hlNS1EzbDuibvnUdQ9HjXmnv0BeQJio3B2+OwHJchlbTTgOXHb9CpqSU3MFTSxOVTr2mChXMfWERnXKwaREkGrcHzf5td0X6AYuFSvkxZVN1tQBf3r923zsxH1+6olXSQqFXm4zyU0Osgpeoc9eOzln9AOeNrcYZjbDTKwXJoVKOPPYx4WClxts6F0ulff51Pod/AuRGPEqM7rV453xN2s8GtZE6EFqcdNbpOeJpCwQLocv989zyj5GlnKs2XVGkzJu9haYRCIDez8s0zQ87ngL2HLMNDNYeuKQ0chmx6/yQuUhm706Tzb2WDRFKI1miNSzUtUXSMlnR+Q6SHkx3xlr0wKrn6N5OZkhkaszEdd7Rtezeg4lLKjelOkNXVw9YsGZcLp0TJSrdCyhubBVIRxU5Bwv1tgo92m6HtcfLM/WSxH3hk3SVIgfg1SjYfnzlcV/7fZHOohLpRKXL19+34fjODQaDS5fvkylUuHP/bk/x1/+y3+Zr3zlK7z++uv8mT/zZ3jxxRf50Ic+BMBnPvMZLl68yE//9E/z5ptv8vnPf56//tf/Oj/zMz8z72j/wl/4Czx48IC/+lf/Krdu3eIf/sN/yK//+q/zcz/3c3+UpytuEqxUR8JnFssUiRgr6XaC7Ca8/miN37z1FN3jElGgsTcuc8df4OpkDUeJiPYcxndr1O2Aoh4j5dDru0I6n0rIGbhaRJopHNxqc+iXyArBJE6OLKRtk8AzyCcaGDmyk4CWY9UCMifHLQcsuBPyQmLREhXiojWiG4s3ratHrFgD9v0Kd3otRpFFjsTZyhFVI5h7izU5R5ZzSmbEijNkGho8Gta4edyh7Uw58kvkhcTtvuiIbDmmm7gYcsI0EyHljhqxaI2JcmX+67s7bLHTr/LlnbNsTurz/Uer5JFkCp9cvYurROzEdUaJRVIovN5b49Z0kd2gyjQ1uD5Z5L7f4tB3GUQ2/+7oOW4GS2zGLa55a+SFzFvDZdEVyDlJLtPzbCw9oVOeUC/7PLG4x4eaDzmKXP7D4SUMOWXd7s/3joqUcxCXecNfp5e5Ihs2XGVFH3CUluhl7oxDbHLPbzNIbPxcZ5JbjDOxS/RzwSS+3l9g2RoCcK2/wqvddYF3LFRcJcSQUgw5YXtYRdMyyk44h7+XtIgTtT4LpQm2lswtVSdqfQwn5lHUZMUccLraZaU05KnlXRatMfthhS8eXpjbZTruBFsVAq7Hz+VxfupwKiwuR2OXzaDBvl/BS3TCWShHxxhjyAkdbURd9Vg1++Jnm9mNciRBKJNy/EyfXzzb9oSVqhAFxZnC/qDMVlDjod/gbtARhC51gp8bPF9+yEV7jwvOvlC/qj5POts0TI/fvXmZLW/2WslFWtOa0ROagFxEiMrk9DKXtiJEV35ukKBgSgkfdu7OQSPjyGSU2uxHFTrWhLSQ+eb2Se5PmxxnZXbTGlfHa9zut3grWMPLDR7FTZyZMFOSCvaGZapWKGJEFWE3MwxhYTOtGFXLUNUMddYNK2qOOvN/pqlCngvu92MwzvfVb5AkCpJckMdialMUEidrfT7buo6XGqIos6czOEhOzQwwZ17VSaSzZvU5XRYWuSwXKv8FVxRxhpxx2j6i5XhYWkLT9USXXkj0PAH4iDOFUWLSy22qiscoMfni/jmWtAEN2aejTCnJAQ3ZRyejJIcMcxtTSnnbX6WfufQyh0mu40gpq+oYRSp4wtzmq+Pz2HJMQ/P41IVb8wPrsR0IxKEcvFmjowv6njcbGRtyxjOdHb4+OItMQS9x5quTK8N1juISH1l8gKZk9D2bfuTwVm+JzWmd+2GLOFd5sr5HHis8GtW5NlljuTbi5mCBG+MFPtTZ5MW1TdrNMcuVEfcOWpxo9AmfnxI2xIErZWCMc3EoF5AZvEvjmom4CgVyXXpf9rHzbZvrN1cB6McOYaZS1z3KmhBzrbt9lu0RJSNmnJi07Qm6E3Ov3yTLZSaBgWEk9AMRVwtQMf8P2BF/J7df+IVf4Ad/8Af50R/9UT7+8Y+zsLDAv//3/37+eUVR+J3f+R0UReHFF1/kp37qp/jTf/pP87f+1t+aP+bEiRP87u/+Ll/4whd46qmn+Pmf/3n+yT/5J3z2s5/9Iz8fWS6EannGlpYnKvkMsFGvemSxQpGDrM3e+BObquqjyyk3xwsURo6USUSZgu1GyImErBTkOuRmTtJKaBtTLrUOyB3h5Vx2R7ScKYUu1IeymiPlEnYlQJKh1prw3PIWlBKeX9gmzhQOvDK9yObt4RLbXo0Dr8z3VO/QMSfsBDVGoUnZjDiausgUxLmAlgsmcSriFc2IluVxHLkUBQSRRpbJjGfB6Q+HwgN6FLlEheBgH0QVapo/i9Vj1nkL5vC1wQpZIQkS1cx2kWQKK+6QMFU5Vz0SzyPXeWu8zCdqgtpkazGjROzCXVWIl3b9CqulId2pQy90KCnhHFMZ5honS10qTkCSKVSMENeI2aj0+UznJhuVvkhAouBD1YeUZ2rjpBBc5ryQeRQ2eDBtcnO8wFvTFXbiBq+NBAd3klv0M5EjrEnZPOg9yVVGqU046xoWtSGXq3siuzR26EcOlprgxTq2HOPlBmU5oKSIN1ccq8SRSpioPBzU5z7xxwdoXkji57YHrNhDTre7rOh9XnDu8+n6DVHA5TKWkrDvl+kH4iJrqoI+lebi5+vGYuKSF2DMQs7zXKjws0Jiw+1TIAQnUaZye9LhyzvCpnHSOEKhoJuU6McOvchhlFpkyKKokFMsJeE4FkCPjj3GUFPGvkmWKux6VU7ZXYJMm3uIXSUUUBc5oqON0KSMblLifthmyRrxY5ffoGb47MdVduI6r3sb2HKEI0e01QklOUCRChQp5xv+WY6yEkdZiWHmUFd8roVr4rm4U3pTm0dhHUcR2dGv7KxTFBINwyMrJK5MT+CnOqvlEYvakF7msh9X5gEetp5g6kIUdK/XxA91hlMB4VBmHbBlxEJkpYrDWZZzTte7RKmwI+pqxiQ0ePngBHkhcSdcwDISZKWY5wDLckGYqXxjcIZ+LAInXC3C0hNWSkPxmi0kTpZ6PNPe5epglcOwxCCyyQsYBmLldrLS4+nSFk11wrEnxGrdqTMTBcn83859EVXO591WUqjcCRdR5Zzz1SPKktA2JMgsKFNKcoI9Q0/5ucE3/LOct/bppy5+IdTIYaEwyTVOaUf8/e3P8oXNc3yjd5qK6tOLbNEV52LECzOFcgr6SOKV/gYNXWSrP72wS1kV6UVv7K2w51VYNfvUVfG3esy7PwjLnKp0qVgh40iknZW0kDhXueju4agRn3vybboHZd7pL3A4cefahbcHS2xNayw4E1adAbWyT1UP+MjGQ6RnRiQl8TyjskxUkokdWTRh7w1Bmh3GuYrolnVpRugqqNxUuf7KSXamVUwlZZKac8qcq0TsB2UWHBH2MI5NKm6AoWYMfIt8loHcdqZkMzDOwaT0HZ1T/92s6a9+9avv+2/TNPmlX/olfumXfum/+DXr6+v83u/93h/6fT/xiU/wxhtv/Pc+PUw7pmEF9GsOSaSizGAO0cjEqKdIysw2oGbEvg7kfP3wNOeqRzzoNsDIyNpCqavIOUoIqVRQqLNOzEqFh7KQUGxxIE4TQwgA7JQskUWMplIQeEIdKUkFh36ZD57eFPF5mSou+InBmjtAkzPGiYmfG1xy9/hq7yyakuFF4sDY98t07AlpLpPlMv3ImWHbxE5vz6vMbBQCpSdJBYulyTwRylQSDiIBwzdkMVp6THtaNEc89Bo8UdnjD/bO40fCcxomKlGmUDeFX/JkpcfVwxU0VcQ8Dn2LVWtAUihUZ147R42Jc4VBaM1CCzSarieyckdrfCU+yygyWXZHVLSQjy/cpxu5ApFZPuAwKvMobPBsRYy980ImzDXOukfsBDVWrAGT1JyTv6JMpWVOGcQ2k8QkzFSuTVZZs/pEijYLgBABE44csV9UecreoqWMOUirAnJi7/HQa2AoAjPZsqY0bWFzmOQmMgIOQqHMSUrPL2xzd9RClzOmiUHJEL+jsh6wYgrbkiZlPFkJqCo+8QwTaSkJ49hi06vjJxqqknHkl0T8XyHNigyJSWJwoioCGrxUp+IGpJlMEOkMY5sz7hGLznjePf/B1nl0NeMwqXArWBR+ZXO2h1bFHjrKNboz+5Ms5eSFLHze4zJppqCq4jk8UdvDlJOZjzxgL6kC4GcGT9lbjDNz3mEHhYYmCTrXmtVnnJqcsQ7ZDE7yUGmjSELHsG50OUwqNNUxz1sPiFF4ELeZZBbbSpVuUuKMc8SxVuJRv8ZhUKZjjRnENpqasVwZ8WL5PreCJSaJye1um+cWt/lS/wJ+qrPh9lhwJ8SZQs93+IHVm9zzWhxPHTRNCO8ed7F5LpNLYh8cJRqGJlwTupLhxRqOFeHoIizlUb9GhszLRyf4P526wm/vPsnhsIQkFazUh/QDm4fHDT5x4i6jxIICTFUUZqfsLn4uGMZhJkRej4V/eS6TAxtOj2FioUkZb3qrLJfFKF8U3qIV/SdbH6VqBPyV1d/nVrTEGa0HNhzFJX6q8dIs8argIC1RlkOGiMM6Q+K1yQlUOeOMdch+XJmnnbWUiYCAyAn90CbPZT5cf8Bm2OSF2iaTVZODG6sCKznzF5v9nLAhs/37G7g/FNE2prxYvc/vH13m7n4b04p5trHFa6MNlq0hj6Z1jqYup0vHHPolnqjtsVYa8NKdUziVAKce81ZvidMrR5w1D7jhL1Fuehw+aCJXY0Eik3MMNWV3UGFsxqhyhmtElLWQs/YBX5uc5fL3PeDeF04CYg9cyOIQLqT3iLje0xlL77E7MSswnB2J48ESW+frrCwMWCsNGMcmkTETlMUmS9aYcWrQtiZsT2sEska7NCXJFLxEx0800kxBmSnY/2u37/rQhyjQgIA0VigSGXRYqE7oqjmWluCUQopCYqE84Z7XhlyiaXncHzcJRiYksvD5FhKTsYWqg66nRFaBlIr5vz4bQxSFwBFOghqqkpMnCtgZspxDKWGhMSJIVLQZEF6Vchwt5sArzxjOomxbN3toVsaV8TplNaKq+2wPq+L7ABU9pK77jGOTOFeIMhVzFgzgqDGuLjqtx+O9humhzqhhJTUSBKnUpDnj+CrkIDOLDxS84TeHK5ypHnN32GLkWWhqxvnakSAxTaoks2B0XcnwY22eJrXpNZARY7TdSYUoVeiUpqS5jJeI0W+uShx4ZcJUpWQIWHwyQ1yqcsZle4+9qMop55he7M6DHjQ5ZZQJ3+zdUUvYhjJVFDJKQpBoyFaBM9tHpYVMNOvYH4eP+7nOKBXEnkFqo0kpGbKwdQHm7O9gyTGWmjCOTcp6yNd7Z9CVWadaKHTMCd+3elt0/LOQiHRWzJx1Dmmqk/ne7d8dPse50iFNbUpYaOwlNTbDBp+s3OKfTz5C17fR1QxDEaPUdBYr+XjcLUsFfqrjJTpZLvPB9hbj1GBrUufIcwWqVBbxfsPExtBSmrbHcVzi5YN10kzhurs4e+0EvFAbMcosThjHaFLGQVRh16twMCxTskOSDJJERVFyrvVW8CoG61YPVwnZjWrshxUWzRE3gmUqqk9bG9NQhE1smhmMU4syIePUYicW3exhXBZj8dnOzM91wlxjWRuQFOK101LH/Fb/A9wbt3ix+ZC9oMyF9iG2GvOlu+exnZCN2oAPVLe5F3aQpYIVa8BupcJr+6ukqcJSbYQhp5hKQpBqjD2TRX3InWl7/josZiNec5ZB3HEn9AJxAL2wsMVbvSUGocDhBpFOUUg833xExxIhJfUljzfHqxyNXCSpQNdTHDXmKHG5tLhPkGnUdZ8tr4Yq5fQjh+fLjygVIWtGjwdBi4fDxpwFcLLU47y7zyi16UYufq6zbAxpaB7POQ+E11722UtrxIXKV/vn+LeDD3Le2p9f5zQp46/d/1H+zsn/D7YcoUg5XqFTkkM0KROiOOuYpipSqwBKSsAws5HJaStTJrnODy+/yT/zXiQqVNrahLcny2y4fe6d61B+W5+PfuOSJFTKMbz5lbP8xA99navjddacAYflEmVTEN3GsUnHELm+LUdw0cNU5Wp3FUtLKDKJKNSEaru+z7XJCiCKbktPKJbHTHfLmG1hLbLUhBdXNnntYJWtcY22M6WjjzljHPBDT7zJoj7C+4TO7rdWsI7Fc1XHhRhFa0I5PR+xS7yL8tQk5LhATsWUQ/UlStdMDusLWB9O8BKdcSpAJd3AncOOyloo4m+HZeFDjnS8qcnGQg/H9njr1vttuP+l23f9QdyoTokylXI5EKHpZkTPswk8naFu4RgxvZHDvQcLIBdY5ZD7/QZlK8QsR8LYPzJYXd7lqFsmtQoWSh77cQllIiN1bW6WRHD048i73sihbIfo7Yy65VMxAmSpoK4LOw3A3X6TuuEzSQ3SXOZwxtsNMo1RarFhdhnGNpokOmw/1FmqjxgFJufKh9wed2ZZuilJLir4KFWZpAYn3S4T06QXOYwjk0ksoAauJg7hsipGko9FYA+9Bl5ikBbyHBKSFjKHfpknG3u8ka9gawnvdBe53NxnYhjYasyiOeb3H10gjlWQCq4NVnC0mG7giLFeAZ3SlDPlY/b8CnGuMIkM/ETkgI4Tk5Nul7Y24VFY5/p4EV3OSAyFuubR1sacNQ84TksYckJbHRMWIjAiSDTuj5pCvDSjVIFQiLaNyWzHozGIbPqRTcea8EL5AdcmIjpxL6rQ0DwOkirbs8XXgjZCk1IqWshhVCbJFQG7mOU5x7ky8xsmlNWAhuZRUX0GqcOF6iHDWOTgylI+H7vHhcLl8h43xouMLZO3J8tUtYB1q8uV6QkhwMtlQBzCqpyjzOZoYaYSRu8mP01CkQN9EJaoaCGnyl02p2JcbCkJg9hikph8sL1FjsS13jJ5LpOkCkmmUDd9JonJdii+xpZjaqrHdlijO3Volacock6SKih6whPtPcaxRV33sOWYQeoQZDpNY4qXGVTUgEHqsKZ3OU5LdLQRT9lDbodCTCVLOR1tLH5HM+X0NDM4Z+7zVrDKHxxc4Fapww823sTLDYaFTZBp5IXEld46p8pdlowhL/VOUsxGi1Gq8sZwdf47+VjjHm1LTHv8RBcUO0+EdFzbWeZ0p8sroxMceGWyQsQqhqmIvLO0hL5n4yVi0mRoKeNEZCFPE522O+X+tIWXG7zeWyPJZU7ZxzxnP+TN8QpFIXKBV6tDhpHF+KBEXB2S5ikyBU9Xd5hmBrYcczdo82DanENQztSOKWkhXir27YeJEIM9HIsVxynnmJrq4eUG3xyfZcPscc7cE/5/LeTepEWaK3zIekBLmfCEs8Pz7kNMSajMNSlDJ0OfxU8Oc5vDpEw3cbnOCs86D3knWOWytY0uZdxJ2qypfZ6zH/BP8g/z5nCFFXvIw3Gd51tb/PGn3uQL28+jj8R+uJAl5LQgUyXMnsS/uvEcS43RTLci/lbxLCL12mAFQxGe651JlVOVHt1QZAJ3FodCJKUJH/S+X2Ea63y084B62+POuM1QT9i820FyU3byOpWax4XWIe8cLhIYGq8P11CknL1ACBFlqcB5psv0rQb2njRTfEtIecFc/vKeTlhO35eqKAAhubjPOpbY+eIa/umYAlh2R5QNgZDtRzb3hk2GEwvDSPEineos5KWiByIIaH3A9ndwTn3XH8TKrMPolCbc3W2zVh0iAVGoUbd87u60MeyERCrQjjSSY410MWK1OmTZHTGKLEYVkzSXqVY9AitBUzJUX6KYhVX3t6tYJ1NatYm44JV9Fp0xm8P63PA/jMQOSJXyGVawECMbv46uZChyjqWKzNkb40VujBfpmBMBY0h1kkCb+3gfeg1UOaOuCtFAVshizKVCmGrIZiH4w1KGrcU0zSlpLkbGZTVEkXJsJWYvrDKILUwlZXNYp2xG3Om10NWMg0jgI9+MlqmZAXfuLWI3fTYnAgP3Y+3X+eXtj2FqKd7UJI8VNg8atBtinBbPOmY/0ehGDmU9IC9kPtx4wCi18DJxqLhKxGnzgF7isJ3WUHURTLBh9YhyjSE2thyjzwD2JTnkICjhhTpjz0TXU55p7XBz2KE/tSkbLoaccRiWGEcmSS7TsBJkCt6YrqFIBS91TyJJBSPDYtMXnayjxrxYuY8jRzzp7vC1/hmSTJmP82NJRZfFc9BnqvIciUHqcN9vUdECFs3R3K+sSSm9zGU3rtFLHIaRxSn3mLyQKasBo1QUZCU9Yn9Qxp7FdMpSgYwkKv/6A65PF+mGLlkuI1vF3I7mqBFeavBi8yHDxGbLr7FmD+grKaftQwapw8lKl7Ia8drxKmUjZBhZVI2Alj7h5nSBJ11xiXCViAutQ047QilqNNN3LU9qPIeCGFLKgjFikAgdRUUJeGu6wmVrh6riM8ktNuMWHU3Q0S5Ye8jkGLMdPACZwRv+Ou+MlgCEWMdf4wP2I94KVjFkseY4Uevxmeo7lOSArJC5f9QkDHScesQkManoQvwU5hpbkzpeLBJzhqGFpapMEwPLTPhk6za/eudDXGwfcPO4g6mlpJkY+XuxyBbe7VVYbQ4ZhybXDpZZqQ5R5Zyu72BaQi078C1qdkCYa3x9IiL9aiWfpu2xZg94J1rEaXt0zAkr1kA8r6BGS5+yE1bZntaoGT7L5pC66uG6IW9NVxknJr93/ASuKqA7ilTQj2zCbJEnynv8xu7TlI2QbuTOAjcE9Oh/Wvkiw9zm7+39ABUtYMkY8WOV1xnmBloh1icNJcArVBaUCFma8KnSdf6fDz6Hq0eYcsLv71zkwtldqkow65xz3gpWWasPOOUekxQKNTPgor2HQs5XnjpD/lIVKQU1Kcg0aT7ytV512H5Wpr7mcaFxRJipHHhlHC3mXOWIfmwzjkUk5aI54jhw6U4dylaIqglOs6OJIJlFR6jGZamg5zu4RoRSjck8Da2nkpRDpolgs58s9bg56DBwbY78Eo4a4ycasgSd5w7Ye6dD6YE8U3uLcfUc9DFTWKt+QWq9O8oGsS8uFCHm0segv6HT3e8wvmRyoXVIXReeeD/RqbUCcQ3R4jlbWpYKBpHKkjvk2ndwTn3XH8S2FnO+2uPepIntRgxCi4YlGM/HnoMkF2haitWOGaouhhOTTETHN00M7m53KDKJuKUgSQUnmyI5yXquh65mxKnC+Wqf+/0m44ENmYQ5i1hcqYw48lx0JSPJFaaJMb+w1y0RbCCShySCWONBWGejNqAX2ChSwZI94sZgAVuL6XSGVE3hSTOVhKOgxMlSDz/VqVoTHDXinf4ik5lPsmONxT4jsajrPmesQ7aiBrYcc99vCSV2UOZwWkKRc2xd5OSOQwNLS8hmeaiuHnMwKfEnnntjjm2732/yDx5+kiBRUeRCMJULQSUSgi4ZVcmQJVEIVWbZxv1EKME3zC6bYZMhIs7vndGHZmPdgqbukSPR1Cbsx1VKSoirhFQVD1NKaKhT/FQnTRRULSNNFd7oLhPGGnVXYAyPQ5fdcRlTS5EQ9Krr/QXqls/p0jE5VQ7HJcxayiQx6FgTZAq+2j8HwDn3kCVrhD/D1plKSk0PiHKFtjmlrnk88JokpkJFDRjFJuosPtFV43nAhCZl1FSRU3pHarNsDDljifzenbg2H2srSs40NGY2tgBbjXm2ssUJ44imOuFtf0XsYDOdvaCMo8Qs6GPeipZZ0ftoUoaXicNOlgru+cKCt2YNyAuJD7YfEWQ6+5Qx1YSb0wW2J1WiqsZ+XJkd7MI6IksFNc3DzcVr2MsEEtFWItaNLtf95fnfMUPmxxuvEhYaOTItZYwpCbzlkjagrUwE2KXIqSsek9zkm0en6Hs2WSbzxOIeTcPj1qRDRxvzB3vn+TMbL7NkDrHlmJIcYEoJH7A3eal5Ek3JeGtnGVnOMU2Xk7U+d702ZSNkHBqMQ4OLrUO2J1X6E4dz7SMeBU1WqkNud9vCLyzn+JFGwxWgFkUuqFs+uiIEN0Uxc0HkCkkm45oRpprixTplI+TacIVhaLHkjmg7Uz5Ue8i3ByfYOqjTbEyo6x5vj5a4128yGdj85Ade5YnS7nyUWVc9DDnh+507bEUNVDfjWm+FH+lc5bq/zL5ewVEjtr0a1yeLIp96BrKJCpWz2hHtxoSSHPJ7o6d4+2ARWS5Yroz4U9UrKBT0cou70QKZfsQbwQZ/qiK0Nhf1AR9uPaCpTbk6XqNpe2wnDdbUgVj9kHPe2OP7Ozp+ZnAQl/ESnfYMuPOptTv85vApym8ZpKYkdsazfSu5yAB+W16m5AZ8cvku+14ZTcnY8avEmVih1Q1fpIFNSmJdlqp8ePUhVw9XaNsTFqwJ98dN3h4s4Wgx/YFD4GjIco5WDamvenRf6/DokoiM9FKdM9Vjbk86nKkco8kZNTMgSDVqho/1dMI9ZYXyPfldAhfvYVUj7tMnBbOX9bvt8eNUp0zc4exCfljltfMlvufZG1hKwoorwiz6iYMlxwwTm6SQ2fcrbN7vUPnOeB7f/Qfx+fIhqmzwYuMhW7YYyR2GQsk29UwkpSCKNBK54OmTW3QDl8T1BUVJzilCBTTh+XRNIQzYmtQYTy3YN8kqKSdrPaJY/Cr1UkwSqySmoC75scZBUWI4sVhvDdg8bLDcHAqknZTipzp+rPGB9i6L5og70zYVQygsu5FD37dITZlpaODN7D2alItCIdXZGlVZKo/ZmVYZ+RZpKuNqEW/1lsSFRir44803mWSiq39pdBJdTrl2vISjJ/iRNleQtmcRcbJU4IU6rhVxOBEXPFeJqNk+ipRT0iJe3trA0FM67ogg1lhtDJEpGIQWaaawXBlR1QOqeoAqZbzWX8PVIkpqKLJkE5u3jxbJcwnbSHD0WODh3JyTpuiGp5lBRxu/DyQvS4IUpmoZlhGTZArDqU2eS9QdnyRTCFKNqW9iVsSYvR/Y+LFGxZDxUmOmhhWsbE3OSAuhXD4MSwxCi2FsseH2WXUGQmktZ5RUMUasaj7fPDqFF+vsG2VkSXSpr+6vcaLWZ29axlmMqKiBYHlTcNbc557dop86jCQLQ0o5ax7wMGphqzHft3GbK8drVIyQJFMomRE1VRQeiSx2+DXV59pgRbymUp1Fc8SzlUeYcoIiif3wlx+dIY5V/uazv82XBxc4ikrUdZ8Plh4wzGyqms8wselFNg3L5xuD0/gzgEySKXRsCU3KUYwCv1C4MlhnGFoEVY1FQ6ijT5lHXB2sYiopn6zeBKCq+Awzm0lucZyWaKkTFEmAI8JCo6SITnI/rqLIOXGs4NoRH6vdm7N+v9Q9z5ONPZa1PrqU8jBqAczi/JI5B9g0EwJfFJ9xrrA1qRFnCm1XWIXuD5pEqYKiiPeIKmf87NoX+X/c+GHiVCVOVVQlp276HHglbC1hZ1il7vgslCYsWgJac324QNUKhRjSs0lShZMLD7k5XOBo6BIkKhPPJM4Ubj9c5Hsv3eLlnQ0+v3Ueb2KSJwqSmvPv7z3F/3jhG6zbfb51eJK96VMsuSM29GN+qHKVq8EGr2TrvDo5yZIx5EPN+2RIfKG4zINJg6blMYgt4lxlK6jzBeUi63qXK8EJ9oIKZTtkMLHp+c78mnc12GA3qvGLNz/BLz39rwgLiaqcoksS/0P9ZWyp4Dn7AVeDDaIZYtSUMo5zm2VlSl/v0ktdfnv3MopU0EtdqorPsjHgiZO73Do4gXUgOkg5FrtXCdFdWq/Z+B/KGCY2P732CvtJlSv9de7tt3lu4xFhJmBEk7HF+dUDdkcVXt7ZQFMzwkyjpU9IXIWvb57iwsIhslJwstHjQa9BxQ4YBybaxTHxOxXSjZCb3Q6r1SEn3S5e+i7Q6YXGJov6iHe8JRrPe7xcPkXlDf3dHONZZ0wh9t1qWIjxdVG8i8icFRhSLjKPhfCroPamzOsPnmByJqW+PAR4d803btC2J+yPysiBjNl6f7zvf+n2XX8Qq3KOQs7N6QIlNUKTM1rmlKikclCUaJem7PSq2KbIShUda8rru6tc6Bxw4dwOSa4wDCz277UYLVmEgU7mq2iRxNJqj4fDOrJcYJUi8lzg6sYTm9XyiIbjE2cKhiGEPlmszCktthLxPc07vG0skyNxZ9rGT/U549hUEpbKY449hyyTyXMJw444jlwulA/wUoPRyBZFQSGhqBmalhFmKraWUNIiGobHo6jJXb/NnWGL7sjFsSK8wECWYKEyoe/ZqErOraMOqppxOC7RqYgx+wdaOywZI7YCsbtaMocMIjFWDQKdpKSQpgpRqrJR7gn196yT3PfLHIcCPm+pCYPIZlepsh+WeftoiYbjA+DFOkkuoysZB2GZDbOHn+schGXWjD7njD0O0grj3KKhTElyBUNL0ZScopBAS+d5zYYqdlGalnFwXEFRcyxLiLeCVCNHwtZiYlM855Y1ZZyY7AXCv1vSxY5px68iU2CqCaedYx54TR6O66yWhHVLkkT3b6jvjqJ0JcWfKduTmTI6zWXu06GiiYP5Sm+dM+VjbEV0nMvWkCDTkYAX6pt8/fg0i+Zo/vo1JWEtKqshHWuCnwp72X5Y4UJtj5uBCK2412/yfz73Ct/oneZOuDC3tU1TfZbFPGJD7/LF4SUaM23CILSFoC0Vedfj2EKVM77cPUdVF535YVpic1InyDQqasDduMOyPeKz9bdZVgfCn52JEIeD1JoLhTQppSr7+LnBXlJjQ+9y1jzg1MoRX7XP4ac6k8zkxnQRSxFq3Y41Zpg5XPeX6cYu9/UOT5uPcOSI0yWRgPWr3gvUqx5BonE4LFEve3xs4T6HUYkHoyZ5AYFv0KhOCTOVHb/KV+QLXG7t89rummBE2yJ16nsW7/HK8QYnGz32J8KWMogtnmjssONXOfBKDKcWhp6iKDmvHK2z6Iz5/tM3eb27il7xGIYWL5x/wK5fYaPRZ2tQo8hkJCWnSGWSWOXKeB1XjRn6Fq4Zcbff5H/1P8uqO6Cu+8LWFzlseTVu6YKPnhcSH23d56HfYNerUtKimXhP5re6H5hHcrp6zEi2iFOFt6NFqopHNylxbbBC6Ov8xvAZFHKiXBDzFs0Rf7bxLRwppq5M+eLgIj/gvoMuiWL3SlLjN7of4BO128LvLRU4csTr3gYAZ9wjhs9YDL6wiD4pBChDlebCJzkB/ZUSm/U6z5QfkeQKp0vHTJsGh36Jp+q7uErEXqfCre0FnFKIJBUEocah4nJXb5MWMidaPbxU5wNr23xv/RZyu+AXb32CpfKYz3Zu8NXGWe79wUmG66Kw6pgTni8/5KuDc5x0u9Q0j1Em3CBhplJtTBk9b1N51RQdbiG9b0+caeL0LSTxT6kokLICOQY1Eg/MdIlMFbtmbVJQf0MhudPkWxcqrK8fc6ZyjCLn3Dzu8GRnj9dvnmccfmco6O/6g3iUmLTljF7oMEAcIGvugJIWolXFru/ZlW2quhBzAdR1YT95e2eZPJNoN8d4oU7nVBdTTdk8Ekq4zC4w1JSDQQnTTJj0HDQnZqEmOss4F2lLjhZjawKTVq1P2Sj3KWshC+qIXuZSVqO5iOt06RgvNVgxB7w+XCMrZAHdN2LSmTApSlW2/docZpGnMqqeUsxg9HGucq5yxI3BAoe+y35QZhobjGfouakv9mer5QF70wqSVBDPot1MPWGhMmIcmXxq8TYP/Qa9RFwkZAq2vSrbg6rwFmcy01inXvKIMwVXjYlzlQ23x/XhIl6sUzIi/EQTClFjyt1Ri6Y15cWlTcaJyXHgYlgpo8gkLCSOA5d7RptLzi513WczbIhkJymhofYJZ3jO1aqwi2SyTNsdC2+pKUIcru+KThsJEl8jjcW++oXFLbxUx1ZjJrKwkqWFjKtGTFOD+sx2tDURu31ZKgSzW41453iBopC47i/QcH3KRihiD1NNBDy4YmQex4I0dRyXSGYktO2gRmWGn2xZU8qqsDHtx1Vqqs/tSYcoVTlhHPE9J27xvx1/GFuOKcsBXm6wZg2wlYg1q8/r/TUqRsCPNF/j88MnGCaWUMobMftxhUuVfdramNcHa+hyiq5k7MdVtooGT9rbVDWfrxycYbU0FNnSoUnZDNHkjG7gUCAsN8/XHnHCOOKWs8ROWJ17tbNC4pK7R1uZzJO8QJCUfm3vBT7TvsGG3iXMBTVLlnIW1BEyOS11zCS3+HjtDhfNXbaTBqPM4lp/hcv1fY5CEW/4OHjlX44/SHehxGVrm1WzzyiziBOVxfKYB4dN0kQRO9XY4bP16/wvh58R0P5A5eyJI1r6lEd+nd2gys60St0VK6mG7ZHlMtf6K0SZQj+w0dXZ/l8RLdPlyh5xvjrL/C4oGTF938KuCLqcrmQsO6M5D/qZ2jY1zcNsp/yjWx8lDHQsV+San3cOeXWwQdP1CFMVWYIg0ehHDtPEoKKH7HkVxrHBILTYVSp8sPmIT7o3eXv0KbJcHCbPlja5FSziqBE/0/oKj9Iad6MF5MWcB0GLL40u0tInYsWACJH4rXeeRNFyFDWjVvJ5qrxDWChcj5bQpYzzziF/Z++PcW/Y5GML9/np+sv0ai5bUYOyEfLhhpimjFOLLV/k9uaFxPRijPGywKDCbN+ai92qEsPR51f43T+W8tHGfZaNAfcmLXZHFTb1Bh9v3MVQU9xywHRsUSoHGJqIDE0LmQulA8JciPa+eXiS+3abU+YRH15+SC9yuO0LoWpyyUfdthi6NrtOhV3/KT7ceICf6TwKmlhKjDFDA1ftgFP1LleLNUpXTeSEOeSjmNURUiGup4UszTthJWY+op7HKzLbjRcFql9Qe13laHOJ/SfL6HpKEOiEmQoFeMP/PJL5P7591x/Edc0nzS0hArDG9CJHoCQLmQfHDWolcSE56XS50ltnd1RBbhecaPa4+WAJKVDoaQ6WmYjqMzTByJAkKDJJjFPlAkPN8M2MhdqEINHwQp0uDhc7Bxz5Jdr2hDQXYpydaZXnm494w18nzWU2vTpVPWDBGNPWJtStfV6fbGAqCZPYoGyFlPQIXREeTVeLuN1vEUQ6lhMTRyp5JtK840jjfrdBWpcZz1Jdjj2XNJPnI+jHh8yRX5pfeIZTHUURgeY7owo/sH6Trx2eIcrExW6lNOTQL9EwvXl3LiszopdU0LD8d21EmUi0ChOVLJdoOR7DyGJQCLh6RQ/p6GN0OWXfL8//VmPfZJjLNEyP05YI4B7FJYaJxYo55COlO5hyzLnKIZteg7XSgH5ks2iPKanCpmHIKW9vLYEElh0TFDq5pyHZKZYisnllqUCb7X7DVMPVhEVMk3JyJPYHZUxDcIYbls/NQYeqFQqgeybjxZrIm1VjRpFQSqe5zEapR3Ut4CAs0zYmTHMdV425erjC59avY8oJb42XWTN6LKkDTDvhOC2zZg8oayFlJSQshL+4oorXpSYJZvS63gXgcnWPaWZwkFTZ8upi+jGzrE0SE2+mmAW4fdxmpToityW81OCat8bN8QK9scPl+j66nLJoy+xMqxhKStueYCopy9aQvajCoj7kkr3LJXuXnbhORfHJkGnN1OslORBY0NzmHz36HhQ5546/gELBM9ZDrkcrnDf22EtqNBQR+NFSxqxqwtM8zGx2gyqakvH17VMsVsY8Oqqz0hyKDj00+LW7z/HRVdGRd0OXJFHICpmTnS637y/xQmuT/bDCMLMFWjDQkTSBZn1ruMzRxGW5MsJUE6az1KpnatvsRxVGsUnXFwWwqaWccHpMUpOvds/RMqc8U9vmN4dPoMpibZPkMuOZ778oJO4MWvzw6lvcmC7ywG/yYHiOH1i5wQcWRcDBqj0A4Ju9U/Ogjk5pwv64zGLZ41Jln4deg7vDFq4uJiRZLqNqCR1tjC1HNAyf+/0muqrj5wZbXo2KHmJKOevqgIO0wobW5Vlzk5YS8Hq0zJXpSQDW6gNGjsmiM+bQL3Gi3Of6dJETxhFbcZPXBut8oLpNP7LJcoFD3UzqdJMSNc1jHJncmi7gqDV6kYOpJJxweuhyRgEcXGxTvicOLUDsU2deXDWAnd/e4F9+tMYPn3yLpjnFT3S8VNjWRqHJ2cYxt4v2fLR8b9IizlTa2phvDM6wbvdZdkfcHC8wToWQraRF7PpVTpeO+exTN/jC8gXeeXOdh1qDquvz0G8SZBphppIXMseBw/nqEcGMOre22GflTw65/i8vImWFEHD953bCjzGYirA2KXEhRtMznrWUI1CpFMgpOPsFxaFDZkroFbh2fIpST0Lbe49Q8Q+5fdcfxFGusqSJTifINIaRRdOaCgj91OAz565yd9rmW8cnORq7RJEYJ+pyBpkEpYT8MTjDt1guj+d2EF8y0OUMy0hERS0VDANTEI8yIXYylRRXjziaoS/HgUlRSCwujXgQtOjGIr4wLWS6kaA/nTP3kaWch8MGaSaTFRK2lhD8f9n7z2BJs/w+E3te79K76115013dXd0zPd7BzAwAgnAiIS65ArkUudqQNigtFWRsSBtSSNqgVoqN0K4kktoVFQLB5QIkQYIgMJjB2J7pnmlvqqury19/b970ma+3+nCysoEPK84qQh84wYzomK6I6apb92a+55z/+f2eJxU9ugdDIeNU1Yww1AQjVypQ5qSfKBKLTZbLIo2tx2Sq+LPTREXT52PyQsKLdMJYQ1Fy1msTjqcVzjcGvNbfYhoa2Lro1d4+W0aVc+qGj2NF+KFBreSTzcfBNd1nkpjocoaXir6rIhVEicYsNojnAP6nmyf0whLHXhVNyUgyhZIeUXYiWrbH3qjOw2GLjulyZ7iEqQos4D23w5oxYkMbsKxPCTKdtJDJCplJbBJkGsvmlHtuB9MWxpyaHRB4OnIoQ0nAS57UQn40Pkc6h6C4iQjnxaiMQhvbjCmbEV6sMw2FEHzFmvBo1uJ67YRZYrJpDbnrLlE3fdJc5swvM4gc9qd1rjdFslWbJ9eDSOOt0QbnSgMx3p+DFFa1EXfDFfL5pz7MNaaFiSEn1BSfZXUisJy5RVKomFLKOLHZtIaUlYBnaoc89pvsTpskucwkMrlU6zFMHEahharkDAOb/aDBMLL5auc2355dZKs54v3hCm3LY7s0wFEj8bPKVBw1YpyI++RJZrGpDdCkdNGJBlAoCAuNLJfICpn/5uwTDH2LmiXACk8W6hvGAbKU89L0MqqU8cePr/C/uvGHOIVYdB4FbY68KkEiCHAHAzFpMdWE42kFW09oOx6DyBF2nNiA+eTj3eM1UHO+vncVWc55PG2IxSTQIIc3TjaQpIIvrD+gH5UEYEaLebZ5xAOvzalXEX37TGGjJnzNs9QUVL1SyqYxZJaZ1O2AhunjJgZb5RG9sMTT9WO+tXeJv3X96/y/Dz/FNDSZuGLa9L3uRW40jvhS9Q5lOeCDcJ3vBRd4unnCJDK5WT/ge/EF8bMyTznw66yXx8SZqMb9la2X2dAGZIVMWGg8XxbQn8fjJidxlYvzidnvTJ/j36u9wz/Y+zR/ffslrugnGBJc0s743eB5DkY1QQvTUw7zGg3L58SvUDd8vjW+Ri8sca/XZm9cX2hZj4Mq35cuM01NLttdNssjZCnnp2of8DvdjyFLBd+cE9teXN4nuywzGXUwxiyCW6kpISdz2FEMvFzl6/pVVspTnqqfcNk+5eXxeTYrI9J5l+jOwTLnrvZpmS4lNeYsERvZcWItlKxearBhDpGlnO8El+e5EZ224fLx5+/z1vcuc7qic6N5zFdqH/JHg6eJc4WdypAlYypwtonJTmUgnsPncioP5wGu7KPTMHMxRC5LyHlBromxdaY/SV0X83T1fBKQzYNfihhxK2GB40HpSCLXCsLaj7dO/cQvxKqcExUqLdOloftYSsKu2+DZ+iE/ff0Op1GFR5Mm/XEJw0ho12fEuYBESIECsYza8cky8cFoGy5HcgUNoS+UpILx0MFeiVlqTJnN06+mk9C0fFZMUeXQ5YyHwyZVK+RG85gHQedPfY0geqPD2OZ708ssG1PWyhOOZlV2KiPO/DKfW3rAv9q7TuAbaHqKqmaYZkIcq5hmIhLCmcjfp7lILjt6ghvpqEpOlslzu4wwzpT0mNHMJs9k7JLw9D6zdMzutLG4azXUlHAuiG+VPGSp4GrzjEO3xvlKn25YFicyNaah+6S5wjQ1mCD0k4osEsG6mtFxXAaRvRjnvttd5ZmlYzQ5Y5YYVNQAvSkk6rtug9XShHDeKx1FNt8ZXObF+mNGqeibjmMLNxY7zrrsi4pHprFRH3M8FQ9aw0oIdI2SIx7+LdVlSRtTViMOvBo1I2Ac6eQIbKKrZKxUpviJTtUU4alzpT7D2EaRcg59IYE4jqocujXBFY814lQlyWVWS+Kkv+s1yQuJ61UXTcsIUo270w7bpeE8yGQRxhpRrpLkCmvWmHFm01BdOvqMrJC4Fy8zSh2OotriYVTWQnaMM8JcY0Ub82qwja3FnEzFZGEQiQ531RDatjSTOfErbJZGGHLCp1ce893DC5haSpCKqUOaK1haSJIrlJSIflRClnKedfYxpYRpbjJISwwzh8vGCWGhQSEzSGv81uGLBImGY8QMPZt7/jLtiiA1PSF2/Ubr+/zB9Fk0LWWc2WSFxB8ObizAJX3XIUtlND3FNhLO3BKakrHszHg0auCZoh/cm5aQ5ZyHo5aYyGg5/kmJQimYAbKTIPkKtc0xTcdfKDwvl7pYSsL3H58nSDX6M0fgVHPBiR4ENsOpwz2tw/r8yuNb8SWy+RQpKyTqZsBru9v8ladf4bfufYyf3r7LPzr6hFBTTgX8w3FC/gfrb/K1s6eoqDt8snRfgCbWb5EjcWPrkH5a4qdX7go/tjrlcqnLYVjnh91tLjT7rKqjef0t4zStUlN8Plbb5cwv8/3T89TMgJNphTC6zJc//j6aknFRFxs/XZKIkXn3eI0sk8hShTyT8WYmYUWlXRJXN2Ut4nypz7I1w5JjXu1tc3RSR+4U3J91WLJEBdFRY0axRS+tcLffIYpUKEQG5uG0xfXGKd+9VEZ530Jz59euKmSyOEHmqoR9muN/p8X4Z8VI+9Cv0TZdToIKl8tdbh+t8MzWIbdGqzRNj4eT1uIEmxYyO84ALzX4TOUev3n8SZYsgbZ8vb/FX99+iQe+cIdXbwxwX2vxcvUcpa2IluHO63cR990OqpyJ97mS0NA9SgcyuQ5xFYwhUIjTLXwkhngC/nhyKgaQcmlee5pfC6qiT/0khZ2rIM+vnwsJ9I/iHv/f16n/Hmvav5GvQeRQxSMvZB65LXQ5Zbs05L7bYRjYXG+cMJrZVMs+QaTzVOOUW4MVRjMb1AIKMHRBdTG0hEHkMOxVKNV9ilTGVmPqTZe25ZEWMhPfQpJzNspjjtwqQ9MRdCwtoKIH3KzskxQKj4M2Z2FJ6AulglOvwvGwQrvm4qYGqa3wQn2PVbvG/WmbG81jTqIqYShGLHGsoqoZeS6TpsIWUxQSWSZR5DJHkyqXW2e4iXBsFnMe7nZjwPH8oT0JhfOzNofKtyyXe6P2YjG/2jyjHzqME7Hbr+oBdT1YLGC7bgNVyjkIashSwXOVA2EPylXSQpC9bD3Bj7XF3XbFCmkagpNbt4PFSSZOFapWiKPFdH2DqiHCKA1DeFkBJrHF9/qX+Fh9j4bu0Q1E6hXExqOsRrRNl1kiaixhqrHdHPIgUdDVlJISUVU8wlxj1RwT5Qp5IS/cw1khLcTeylwduV4akxcS6RzmkRUy26Uho1hwoceeNf++y4SKRqUWEGRiwybPQf2fX3/II7dJSRNhQS83cOSIblJl0xgQ5SpVJWBDH7AbtwlzjfP6GbfCDV4dbS9+n3VbfC1+brCsTdiPW1ypdskLiTDVmATmoi5XMwNWK1NGoYUsFXyy+hA/13nKOeL70nmSVNyNrjoTfq31Oi/PLvHGaJOl5SkdU1yjvDS5xC823qYihzQNlwyBGN1URzxM2vi5QZwpWFoi8JqlCV+pvbe4N+5lZf5g9KzAD3YvoikZ//X9T3O5dcbBrLbgaktSgW6kXOuckuYye5M6a5Up26UBspTzueZ9fjQ+x8O4TTbTGEQqkpLTqHv0p+IE/ERtKqcSo7Myo7TK43KLLJZR9JxspoGec7DXAi0njlVG83vTjfKYMNbEpjq0uFDrsz+rUzNF6v+F6i7n9DN+z7zJ//O9T2GYCWmhcDiuLlzCmprxVy++goIw7/zL3adQdnKuW4e8P1tlwxYL7A9659HkTMB8covDsI4s5ZTMiDBTedm7xKede+TIOHLE2/42Z3GZF9u7vHR6nsNxjWRuh/rD2Q3+0vqP+K3Bpzhn9TiLK2JjlyjIco4kF3O3suDEr9hT4lzhznCJZcdmlhg4Wsw0NCARC/jVpVNmiclb003ePlljqyG+7jRV5oFQMTmLMhVVzthcGrIbtam8ryOl8/tW6aP74kIRNafTN5c52Q7YXhqwKmc86jcFzSyTOF/q87v7z2KtJQs15yVnRlIo/PO9G/z6zptMc4vPt+7z/cEFTmZlKmZEUihcsM+4O+6wVJpx+StnvP6dq/wL/xl+5do7DGOHF8sPeXe8Tt3wOQrKZLnM3qMOeqvg6c/dp6xFvHm6TvZaHX0sTrwg0tFPxtNSJjYYiwVaAfQ/MZJfxKzFv2byR/8uB38SFfLf/fqJX4inqUmYx6SFvBBAy07BijURoSevThorRJr4IAaZhh9r5JlMYWZIitChnYwr5PPQBAUkiYJVDlm3x8wSk/v9FlkmUpKX17psWCNWrQmP3Baz2OBXVt+hUXbpJlX6SZn3hyucTUpcWuqhyymn4zJpqDFybfqTEkd2hc+upgxjm3PlPpYccxaWkOWCnJwilwl8A8uOyCKFMFZQzYQiF2LzohAYyY49YxaLjiWI3X+UiKRhmsu0yh4lPUKXM068Cg3LZxYbtCxvcR8GgssrSyKs9WRBilKVP+kWeXu6Ie4dzSkPihaKXHCzdcA4sQRIY2+H8mpIRQu5OxETgScLWavsMfBsrq51+fbji9TLBku2K3R7WkQc2SSZgqUmvDtZo6qHtE13oYY0FVEfUOWMpuEtRPUAq02xLW1pMw7jJsdRjQezFkUhse6MWTEntDSXNyebjEOLqiH+VmUtQpZy0kLc7bcsl7QQ3cVRZONoMXJJXEes1ScCH1l9zB1vlXNWjy29zyuzC/PrBxEMzAqJYVpiktk8ClosG1PBrgZmmcUPx+eRpZwXHJua4nOzJjY3u26Ts6hMVQt431tntTZiXR9SV0VKduRbiw1Uw/JZsSYMIgdNNlCknB+ML/Dn269xEDdZq044mlS5WO+RFRLn1CH39Skn/Sof2MukhUiUL9lTmrJHVY44zsqYUsKaOsWbIyk39AHnq30eTVrIUsHN6gG9tMI3J9fZMIe8OdliEDq81VunPyojK5mwHlEgAZqc07ZcHC2mpgeEmYA4rJRnLJkzPlF6yIrewpQSvtT4UIyjyyDPN0k7tQH9o+pHpdAC8nIKmYRWjTDMhGbbZ9WZ8OrjbRQ148JSn4dnLdpVEZrcnTb44Ex40ONIZbU5ETq7TGzIPthfwbkiXMpRLq51qk5AWQ35hXO3CTKNWWoyiuzFVUPPdbjQ6CNT8LXhDX70cIfDJeHfHXo2jhGT5Arv+Rsc+VWCVMPSEmFnopjLGFJMKRH34VYPNzP5VOcxX9+7ShKpSHLBP7z7cX75wrt849EVdP3CYpNOIU7DhpkIZnkoE4UajhrRkFOWzSmHfo1n64dis6zG3J3ztsNM4/6gzXJlRtmK+PfWfkBYaPzMzoekhYIlx/xK/Q0A/o8HP4elJmysDzigSeWWvoBipLb4mWTzRpF1JuEZJtvnh5zNmxS2lgiRjlTQqAlAxq7XJM1lhpaoY0WJxgO/Q3uO422bLrqc0jR8vj26gpsYLDtTPlV/yEHY4K/84jf5f/3zn+bb1YusVaa87p7jcqXLrfEqa86Yl1+9hjmUSS4LJsOxVxV/zlM+vq9SeV/HGBVkxkecajG2lsg1/pS9abH+zmtQUvERv3rRsf7xLIg/+QuxLmechBVkCs5VBTayPh9RV42AD/sdJFksrJJUcLOyzzQx+TDsYJSFpHvkW6SJQprKtNoeg6UpK+Up50p9FHL2enUoxK5TN1LBP841bo9F0rbvOjwM22SmxKOgTVKI4IYkwcN+E2nRWyuIY8H49QKDO2PxgBhHFj+/9D4P3bbwoBYSRZERBjq2npCUBP0ny2QcJxR3vvNx97FbJYi1xZ31E3GEqmSYmhg7r5YmYtxXQEmLeapxQjeoMI1MYVIqTHRV8HtPE1HSr+oB48DC0hI0OV/gO9Nc4a3hBlkuk+VCBvBi9TH/cPdFDCOhqoW4qU5VDzjxKpStiKlvMnBtmiWfcWzx1MoJt45X8SKdxzRoOD7b5SG6nDKYJ01LWsQ4tjCVBFtNSAuZQegIFGWmLGpIWS6zWR5yFpT54fg8dwYd8lym4fhYasLHKo9pqC5JofImm0LWrodUtZBLTpeqIsAPSaHw+6c32B/WUdWMzdqYcWgx8ixWa1M+03pIUogT9mX7dKEWfLH8kD9OnxJXBfNRrSwVPApaVNSQ47BGW59xGNW573do6B7HQZW/e/hFPtsUPdvTsEKYqazbY7asPpeNE/zcwMsNFHJGqU3VCkWf1nGRKZglJnGu4sU6YapyPK3wZ5s6F41TfqED7zkbIlkrJ0xyg4vGKX/tmR9wFNV4q7/B2ahMfdPnNwef5iu198iRQYbd1MaUxBTiDW+HHXvA26frfGJ1j/t+hz25IcbBxgluyWRkiDDUa2xRNiI2nRGOKkaH1+xjukmVl3oXSDKFnudQtwOiVCXJFMxGgi3HfKN/jabhs1SdcbnW5Vv3r1Dk8MaDbSQjx6kGuN2SyHQAFBKNqlAIlvWIHIlnNg85nInJTZYqTAKTu2mH8dRG04UTPFVkNCVjPKxgmQlnkxKKmvPeYJWuXWF/UuOTm7tkcwjPZ8t3OUiaAPz+6Q1+++xjfKnxIbaeMAwdfpjuMAxsJLngav2UHx5v4/uCKLfdGfLuaG2+qZWQgGFo04vLmE6CLUeEuYYpJyyrE+6mNmvGmHbZ5ayAKNTJUpl/du9ZMYLORfxX1bLFtyHPJSwjIQ5VslTmlaMdPrG6x47V59ZolU82HnEU1cX9d23EOLKEwSvUeDjp8JXrt3kQLfGd3iX+l1t/xIY6ZZgJyYpOzpfbt3lntklkKmxeHXGn0yF+qYWUzbnOksBHPunumj2Zl755g5WPnfBL598jylVeSXZ4rb/FeGozcU3yTGG9PWI3bXC9dson13b5ePkxs9zkm72rXK2csmaO+WC6zLI1Y8ceMEmFKGPbHJAhUXm+z+j9Fv45gzOvxGhm84Wd+3zj7adwTmWsz/TxI41B6PBM40jIXUpC6+p2dNxXm/N772KxoMppAbJEUYjT8QL68ScW4+LJ/z7RLKpQpP9/8BH/m/gKM5VpbHHsVQkzjff3VhlEzvzhppEkgpOsaRmKknPLXQOgVg5oVTxUNWO1MqVcCkhjwYLdqQ24Wjll36tzFNb4+OY+spJTckIRoEpVEXYJTE7HZeJY4XuHF+gnZV472+S1ky2SVCHLpIXvVJKEKUpR8kUN6XBc5WKlx4Vyn/e9VTadISUzIk1lEcQw5rq6TCJNFLJUYeaJX2e5TJComGpKAcSRRhxphIGA2DfsgKbls1qaEqYahppiasIetTtrCqThXOn3xBgVZppgO2sxs9gkThVmoSHCNX6VaSxG2H6icb7ap+0Ia9FRJODsTUdsgDQpJ5ynl6NEFTasUMfWxD1zPyjx3Poh2fyEt2TP6IUlRrGYaKzZE5aMGS3TpW26+KkI4U1CEy/WmfgWk8ik7zukhcw4ttGVjEO3hq5mqErO1WqXFWuKJmWLRW3ZnPLJzmMulc645HQpKSEZMkdxnaRQGIcWrbLHamWKOgeLXGz1+fnlWyxpE6Jc5X1vdY4XdHnb3+I4qRPlCqaScq10wklQ4fXpDjUt4KHbWjCT2/pMqAa9Bnkh8YnGY07iKn6ms2aOWbMntPUZT5uHwqqT2ThyhC1HnIaCo7zsCIm5rqSChRvYGGpKkong3DfG1xfEr+uOUNYBnGVlttURXy3f4kvVO+JnagnkZk31+QfHnyUuFGa5xaNoCVNK0KSUS+YJXzu8RtUK+Ur9FhftMzQpZ0Wf8La/TZgLG1M/KrFeHtM0hTf39d4mt0arZMj8cvUtXmjus+pMaDui3vNie5d1Z8xB3KSqeBy7Vb7z8KLoh0s51YqHXYooCjCceH53yRzAIGE0AnqDMmPfEp7mVOPxqMnMNzmeVqhWPKJIxY80WvUZFTvED3XyXGK/X6dkR6SZvPhsvtjZY29c50rzDC/VueSc8byzyziz6SdlXh5d4NdXX+fLzdtkyHx66ZHQpqox/X6ZPJF5/XSTwDfIY4Vo/hw5mlSxVEGx608d8kJiGNscJXUOkibDTAgg9uIWLW1GNxFXSlkm7tNVLcMwEiw7omRHiw2FpmX80qX3+Ns3vk7VCskThTxR8F2DXbfBG+NNnmkc4WcGLx2dZxDY9AOxie3NxNch6xk/ONrhnrfEhXKfh/EStiQS8kmh8K9mz7Ct9/ifLX2Lv7XydZ6pHPAb514luimCsYuO7vy0KCegemB1JY7eESnzjj7DUDIGnk2nMeXaSheA9dKYsh4xTQ2O/Cpvu1t87fQpViwxPRomDnVdXAGVlJBr9jGOHNFPhSDmL22/xtIzXRQl56xfIR6afOebz6JOVNZ+Zp84VViuzmiaHnfGy1ys9QhTlU92HqPIBStfPMRbK8g16SMrUw5KVMzFEB/VtaQ/yet4suYWH/03T/zN/7rXT/yJOC0UymrMwbRKkldZ6YyJc5W8yFgyZ+xqdWolf3HX6M0tN0mqECYqYaDz4KxFmgqkYtsSD4Y0l5nEFperZwDUyz5hrBH4BrqaEuUqdTsgmJ9A/VBnnNiUjYizuISpJ2SqoHX5kdgVP6kXPXHNxpHGG70NLtXPmMYWn2w8Imjo/CjcIkkU0vkp3rEj4lQhiVVULSOJVc41z3g8bDDKFHzPJM8kZAUsO8IxYspaiK5k7E0Fg22tNKGsRVhKQj9yUKWcp6vHvDnaJMkUJARa82pDfFjeGa+R5TJXl07Ym9YZZAoNy0eVhTJy2xowimxeO9tiuzrES3Sqc49wlKt03RI1K8RUU45HVfFgkXO8TCfKFBwl5hNrexx6NcpqJExTmcqxWyFJFT6+ssemNZr/zAx0JePMLZHmMpdaZ0L4EFqLbnGSie+Vqaagprx2tslX1z+gn5aRpRw3M8V9sRIxSBz8XKejydhKxCixcVOD7eoQNzEWusn1xphVY0xZDukmVfb8Bm5ikOYKD5QOW+aAb/evsGJNiHOV3350k4bjs9PoExXq4vuxbfYFd7sa8vLgAiUt4p7XEVUwNE6CKh+v73LB6LIbt7hinCBLBbf9Naapyd60LjSYSHNpvIqjRBRAmIiPuCQV3B6uMEksrpZO5z/DdVQ5pxtVeLH6mD/oPsXPL71P1QoZByY/1foQP9eJc4V/0bvJU+VjGqrLh5HgRP/x8JqwZ0k535pcY0mf0tZnXDWP+L3BTUaxha0mvHu6SlFIQg4CGEZCpKX8/Xuf4eJTp5yEFdq6y0B1hBM8tXivvyq41/MudKUUcDqusN9toCg5nz/3gG/2rlEUiOqeXKBVI9JQI02E5CWMNfa8xmJ0rWqiLdCwxQakYQcsWTNeP9ikyMXnLy+EczuONCTghZ093h2ucb7R59GkyZfXBE3sd7ov8DfW/5jXZue5XOry2uwcW+aAMNfo6DOqRsjtkxUkWaxIrm/M3ecS0dTgJNQw7ZjHvQZlJ0RVc6JUZRjZfOCvcs0+5nvjSxx5NVbsKS9WH3MU1HAjgytLZ4srk5Ia8UJ1jxfsR+zGLX40u8CWOeCLpQ/E91pJqbdm+KGoJw48mxtrR7iZwVt9gXR1Q4OrbfG5VuWczdUhP9rdQVMyHDXiLCoLbWam8V8c/BT/4ca3+J1Hz/GZp+/h5xpHaZ13pxvsz+o0ay6jmo02k+Zp5LlqcB5+Qgb7SOLtw3XOXerzYnuXd4brtC2Xu8MORQHTxBS2o8ikY8/Ysvq8N1xllhpYSkxN9TnJqpTVkL2gRVN3maQWX6p8wMvupTnoJOLF9i7dqIKbGJwv9fj+6XmOJlUutc4EI6Itcdirk3Zk+pMSb6ibKPPMzqVP7RKkGiffXcc6KxYKRTkR98eSJi0W2SeL9eL15G45/0iz+K97/cQvxKPA4jQpoyo5vbG4m1CkgtXSRKjrUgUMCOfjsHPlAfcHbYJIQ9dTVloTDDVlyZqRI6oulpYs6FJRprJpDblSFwnUY7NKzQxY0Sf03CuCXWsLktX3Ds/z3PIhhpJyodwDWEgA3hptkBUys8igaoRMY4MoEZWfaWzxhdZd3MxEkzOeWToW5o/TNqYVk82DWE9Yz6YVc/dU3MEaRoJuJGSZvAh0fWbpEUdBjXjeay7rEaaSkhUS96dtqnpAx5oR5ppQ181rUIacEeWiV2xoQmnnpzpepLNamVLRxd3qZzoPueMuMwxtGpbP24frrDaEEOE0KOMlBg07EBWwREPXRBhOlQSNa6cy5MNxh7bl8VTtmKYmgnAnvhiLZ7nEndEytwuJZWdKx3TZdRsocoE650JbypQ72RJxplLTA8axxf6wTpbKbLRH1M2AVwfbfK71gNfHW5hKKhL1QZPZfLE9VSp8qfEh2+aAlwYXkaWcmh5gyCn7Xp0Ne8RZUsbNDKJcJc5U3NggMlSCTEOXq5x5JVasCUmusFMfoispUaFiyzFrc6ZyRQ4w5YRJaHOxfMY4sZmlBtPY4nKly+6syY+GO2R1oYr8gXeJrJC5O1taOKnHM4vl0oyW4RJp6pz0lYlKTyaUck9CX1etI3639zx+ojOLdAaazcNJkzhV+NrZdUFTMmIeBW0qashPtz+km1R4HLSY6BZvDTcAWLJmfKb9kJ+vvDOvNKkkhcqr/nkezZqosqC1FYXE82sH3B12mLgmFTvkK6t3eHu8wb8aP0teyJyEVYaBzSw0CFOR9t6dNugOK6RTnfbGiKtLp9ztdfCnJt95IGo0sa+j6BmoBdVSyNbaMe8erJNkCpuNEfvDOqaeYGgpbmiI966ScmPliHvTDkdelSyTqZZ9vMAgm4cGo0jFMhOO3Sp5IXFv0KZhBxwGddQ5ne9V/zz92GGcCEOVJmUsGROO4zor9pQ9uUGRi6dyGouAGchiZKsUJLFKlsi02j57gzqqlXGh3BcQitxkGDl4sc7DpMmV0ilxLkKH/8Hat2kqHh/GK9w0Dng93OSc6nJOdTmMm3y1fIuwUBhnNv/R1tf5w8kzpLlClKvsu3UqakiQ61hqwumoTKPi0zFcLCXmf7H6DapyxN/w/xxN02OWmlhKwoY+4Ha8yr+7+kP+r4df4m9e+WNsOSIvZH777GP0ApF0PzhuQCdDCVQ0b546nt+VPpEskIP9/RJ/7FzhcysP8BIdRbapWQGTmcXtgxVWWhNalthE/+7BszzXOuL50i5vu1tMU4uG5lFRQ7pxhaoS8IcH14lzQVL7QvMej9UmHX3GmjFmS+9zXuvxzYPL3Jg/O5/f2udwVsO2I6p6wF7WYP+swfNb+8SZwiwxsdSEp75yl9c/3KH8gY7mFouNhZwUFLlIUz9ZkKWcRXDwiTyi+DFnzj/xC3GSiwRhmKgoSkGtJO4GB6EjZOyquMBYcabiIeWc0K2Vqek+Dd3nyhyucX/Sxk80BqMSkgTVikfDDjhv9/jQW2IYOdhqzI3GMZYSsxs2xah3DpZvVV3KesQwcthwRBKxG1V4unzEJLUWoShFzvESnSgR0IDB1EFXMnbDFh9OlghTjfOVPhfKPU6mFZJMYaU6JUpVjIqg00SZgicV1KxQ1KnMGENNMdSUqh7QjcpCZZcauLq4bw0zlThXWXfGTGKTSSLqR7aa0C67YuSbmJhKgirl6EqG5SSceWJzE6YappKK02tqcae3RKvkcf+kg6zkC3RoLygxjefyCzXFDQzy+Sh+uzTg3eEah65I1D4YtFiyplyzj3kstQhTjaoRMgurjHwVxxAj8n4gTsIX6z32ZnV6UQmZgrrhY6sxfqqzZM54UIj+9e5pkyKTKFcDfnt6k636aCF16M+DJCKlfMZdf5nbkxW6szI79YFIvOoem9aQO+4yy+aUuuZxOgdEHA+qJLlM3RSL/9VGlzhXGccivewmBsdhjR2rjykn+LmO/Sfk4ZvGkLyQaOszNo0BGTJ31GWxoC+NAXAzk5O4SkmNiHOFj3cGfGN6hXV7jCGnVFThgq3qIV6sk2YKsQQ7tQFVLeQH00vCS13pc3fcISsk4lThqxt3+MP9a/MNjfhcPGPvExcKthxxd7rEB6Mlfmn9XVa1MWGuUVN8kkJBlxJMKSUpBCHsZqPMnt9Aa2bcrB/wgvOY/3z2M8xkg6lvsq4PubDc5TBukBYKH4yWqZkB25UhdwadRc99rTVmb9ambgaEmcZnNh7xnUcX0bSMWCpIpzqSmUAmoSoZH6vtcepVKICyHtKuuFhqQo6EKucMXVskhyfL+IlGEGuUnRBTExtOzQlR5ZxGxRcbnMBkpTyjP3VYbk8X+Mm66vM4aHN/2KJmhchSzo/CHS44Pfxc583TdVH/swUnOwo11tpjjgdVslAVEypVbJ5PZmUkScA8DFlsmNrqTNT4wgZpKvPPHj9L1QoZTB3+ePoUhpzyi9W3SJD5rLXLnMIodIBplbhQ2FRHyFLBX2j8kNeDc2zrPf7P0y9zx13m0ViM6g0j5W9f/CPuR0schA12kxbL6oQle0pD9/lK9RYvzS6TFTKPI5HoTzKFbb3POLO5Hy/z5zuvY8oxXm7wd/yvMBqUCNYltA+Vj5SC8xCTIFYVSCmE321x8EsD/FhjvTzmg97S4gjZHVbwS9qi7vnuYJWzsERZixhFtqhMliKu2ieEhcqz7SNWjTGHfo39qMGyNeP18RZVLeSdYp3/6fK3+OmNu1y0uvy3hx9jKhUMXZuV2lSE5KSCWkUwAWw1Ec6BTAQ+FSsj/8yE4dCi+p7+0Xi6mP9dsj/tOM4VPgp1xT/eOvUTvxBvV4dMlTrjwMKwQgpgGIhgwEZL1BaWbJenK8eMUptb7hpPVY7pRhWBWBtfJM4VakaAn2jkiYxVjhj2yyR1hYeOgNM/wR1OIotPtB7Tjcr89OpdHnhtwkwjmndxB4FNlKlcrAhTyLvTdcqaOElaqpDbA4tRap5LgtSVGkSZytC30JQ6lytn1OyAgWfTnYkx78GghiwXYmQtF0yAJFVoOFNmkUHFCBdVnXFiMY0tdCXDTQRxqGoErBgTcbKfpwkdLaJpehhKii4LMLsxTwC3LZfHkZgq2Fq86B++drbJVn3EwbiGZUdUzGh+ehbdwOdbh+RIvD9cIU0EEcwwUhRyluwZB7Mao5lNp+oS5ypvutsEmUbNEFYVAF1NKRsRQarRMH2Goc3t3jKGlqLLKVfKXZJC4YZ9wO/1nqWm+dRKAaOZwBmGU3HqlaSCw0kVXRb34Y15tQogyHTueTWSXKFV8mgaPpYS87R9wDArifvsqESQaTyYtpGlgqXGdAF+qOoiXRvl6nxhkanO77bOkjKTxMJRYo6TOt2kyn4gCFLXyidoUsb73jrjxEKXUywtYTdsUdc8ltQJJSXks+W73I1WSHKVf//p77OqjfjO5ArLxnThogao2wGSVHCpdLZwHWtSRpDrpLm8CPB9pnSPfEPieWeXV2YX6EYVfuhewEsNHrlNfrbzAf/04CYXjS4NxeWtYJvvjK7wa+03QJmiUHAvXqajTvls5R4XrSoPww5frbxLQw7RlAxDF5dq/2DvU/z6xpucxFXeG4hRd5Bq4l4/Eyc/bR44lO0US03YG9d51GvSqbmcDqoUOVy/csCDsxZI4Ec63+tfXHx+AH5+9X38XOfWZJVNZ8SJUWG7NMRRIh66LR6ELdolDy/WaZU8TqflOUM8ZexabDTH7A3qgmk+/75FhbqgZX1yeW+hvvza7jUOrBpxqhCGGpIEthnj+Qad5pQgEeNuxRQ4Wl1PyeY9X0XNRZtBzhknNtuVHr/UepvP1u/j5zp/ePIUXqwTBxp/+Pgaaaqwu9Hkb658nRkqvczBlES4raG46OTYcoopFfQymS/Y99CknK8sf8Be2GRsWYynNr9+6U2yQuYZc59+Uua/Ovgsf/fiP+bPt1/jDe8cG+qYX629gULBnXCVL5Y/4Bcq71CVIz5Il5mkNleMY7zc4LzW40Kjz2O5oH9cZXZOovJQRglFFSgzJLFAzWPG+qzg1jcus/PFXY7dKp9Ze8w3H15irT0me3IIUTNulA458mv4qc7+tE7dDLhcEaP07wwu8UJtn1FskRZtglTjNKywbE65Uu7ywXSZOFf5jnuNm6U9vj68vsDTLs05+3XD59mNQ0aRqCT2QwdDTWmaHrqc0qs4NOyA9dV93u2sMjqsUvtARYlEmEvJBXUrVyXRI87mB+N/m5r+6GXKCYmakJviOyJOCDKmmXC9dsIjtUVayDz0W2hSzqFXYxKbzBKTvBChp5IesWaPWbUnvF5sLu7d3KnFXbPD9cYJbiRy+hUz5Ef9HRwt4kQSAbFZbGDN5QDR/L/d9+oi/DMfv8BHYI8n3eI0k9E0MV4cxRZuZJDnsjAilfsMPBvfM5HlnGAufJAksRDrespadULLdHm3u8ZadcKK9cTzmRPnKrqSMoksVp0Jh554o78/XWXFmjCNTbJcpm267LkNKnrIijnBkFNsWWzzLCXmTiJEEQ3DpxeWOPPLi+/PRk0YmdJC5mBcozsp45gxQUnjw3GHncoQL9bQ1Yy27ZEho8spS/aMIBa92PfiFeJUZacxJM1l3ETH90xWW2PSXKRcJ7EpxvNSgaPH9IMS/+R4lWfWjrhkntIxXJ52DjmpVtmXc452W0hWOiegSeh6xpFbpaTH3GwcYMoJbmrgZgaqnPPJ5mNsRVRYTqMqs1ykNHesHo9ps26MuGx3mWXmQo5hOOLvPk4s/FQXLO1Yw6olTGKLtJBZNqdctLoM0xK/t/c0VStkuzzElmMyJHLE5iXMNKp6SFUNaCgek8xhmDpsaz1etB9ynNRZVidCtKAF/KB3nqbp4ck6uiLeEyv2lBV9jELOh8EKCjluqjP1TRQlZ6s+4gfuJT5dvsc5dUhSUvit2SdwE2NREcsLYRTTpBSdjIvGKe/KG2hSymlao5eW2dAH1GSfpFDJVJl2aYY5T7T80sq7/LcHzxOnKlku88+OnuNyrStOqr4FGGSZTM0JuFTrMYgcVqwJk8BEV1JMPcEPdSaBSRbLrK2M+IXOe0yaNn/vjc+xVR/R8x22KiM6xoz3hmu8zhYnXoUvLt/ngtnld4IXyAqJW+NVPtN6yLI14/3hCqos6nwVKyROVY6OGjx94ZAHvRaalnG+MUCXU+65HXacAX6iY6oJXqZzp7eEH2sLXnWey7RrLidnNVI9RZIL6mbA0aRKnkkoWkaOLExpdkSlLjaqm+URthwzw+TDaJVZbmJKCQ3F42qty1u9dTZXhvRmQgJzZ9BBXi0oSymhHNLLyhhywiw3caQYL9PIkFHmhdekkHnO2mWSWqzZKk9fPubzpQ+pyQG2nHIU1JiG4rM0zhwumF0yJGrzz/svV97mNBOwlxyJWW7ylHVAWQ5pyj7f9y/xbOUQU0m4Awz6ZeKKQe2sIHYk+JO0x3mIy+oV3Htjiz/7pVdxM4Nn149QpZxfbL3Df3rnKwzGJf7h7ov4scaNzgnZHIE7S03u+Ms8VTnm/dkqtiq+xu3SkEFks6JPmGUmL9QEt8GQE742eJr9WR1DTblQ6XF3vCQ89YM2V9tdtktD3u2v0nFcXqzvsh80WDEm3GaZ7qyEJmcsl2ckKwoTx8R4aGL2QYnFCV/JCmFpmveMC0Wkxn+c1098arqu+fxc+xZN08NSE7FbjTXac0rUmj1GlgqeLR8S5SpRquKn+qJCMQmEPvAJju1m50Ccxuo+qp5ysdajF5bIcglLE/SYnufQ9cuoUs40MnEjMYr1Ex1lfk/rJcJQdL7UQ5UzdDnDVuNF7ahkRph6smBDl7WIIBZeTscQb7on6UkQRC1TS0XgSxX/H1XOebcrgiYf3UmLe+6qFixAGcdelbImKFJPqi9JrgjxfWwzicSm5CSscs/tcBpXGEQ2D2btBbTDUhK8xKBjz2g6wgtcUiNmicHDXosoVulUXJq2x6NZkzARyVFHT/AinZrui8Vh7mwu5lQuRxejvVsP1/lwb4Ug1tD0lElg0nfFHVqSKZyv9nlh+YBL1TO+uHQPw0i42+/w9x5+jn7s8Ja7xYeDjmD66jlIEPkaaaQShRrDqcNut8kl85RL5innrB5t3SVINW7PVohyjZY6w1LE914hR6HggnXGqj5iSZuwY5zhzdGb756t0jJcalogwiLVAVu1kaCKmS5fqN/lprPLmjbisnmCrYuNmqPEvDI6x+OgjSpl1HURLLLVGFnKyZBpqC5V1ed+vIxCji1HDLISGTK/WnudKFXZn9ap6gE/s/IhupzRMWfsR0383KCqBnSjCjcr+2hqxq+de4e/ufF1vnVyiVlm8W3/Mv/07HlMJeHYrbBkzfiNtVdY0ia0bI+yHGJKKWU55Ndar7OmTDDlmGVtwtdGz/BOuEVNDmgqLue1HgoFk9zgGWsPNzSIUgEBaVkuu7Mm/hxxmWUyiiLe/y3dxVZjemGJz68/QJaEGzv2NXzPQDNTNssjXpmc5563hOHEPBo0+Vh7nzSXxQYo0WgaHqaa8sF0mW5SpWEI2IiuZDz029wZL3GzdUDFCLlUPaNuBsx8A70UU1Ijbq4ecrl1xjO1Q5aMGUdulR90zy3Y0C3dxYt0okijYkZEiZh+BLHG1sqA840BhiGS0emcbKcocyrT3PltazGf7DzmZmWfP1d9gyV9ypo24iyu0FBd2uqUN842KBsR/8H2d3hu5QjbjvjlrfcASBCQl6RQFy7so7ROL6twmlYZ5zanWYWzrEQvq+DnOr/SeoM/U3ubDLGB9efXJ59becCtWGzUruvHIvxXyNyKlwkLhXeDLfJCZpbrXNRPyRHEwd20SVIoVFWfm5V9dmoDVDPB30nwW7Lo4D55SVAoH8kiyrsSf3xwmZf2LrBsipH4Pz17nmeXjvjcuQd8vLNH0/EZRjbHU0FCfL27yTQyeWu0wTCyiXOVNXPMvltn1ZqyFzYx5YTXRtv80fFVvtu/zN2h+PxbquDh21pMmGoEgY6jxOTzZ46X6OwHAlb01mhjXheVOJ2V8ROdTtml1ZoRXwqIf2rC9LyoND25A1ci0LwCzRP2ph/n9RN/IpalgpOkhi5nHIUWUSLIM0vWjEli0QtLNAyPblJhGNloSoaf6GhzUXgYa2SFzK3BCpqSock5Fxt9DmY12iUPR4l5HDYJY8GoNtQMQ0uxtYTBPNBVswQlylQTDCXFS/QFB9qQU5qGKLNbSsLSHLzfDYSQoaxHjENxX+sNLcotjyhROQmqnG+JXbqf6vR9h4krxOa6nhGnCrujOu2SJzCfucogcghSDU3JCDLhIV51JrzfX6HnOWzXhowiGy8VhqM4VxYLY5yrHM5qtGyPfa/Bw6EAQ9hGjKmmvHqyia0nuIlO2xIVhkO3hqUmaPMNwlP1E+5MlqjqQmJRUkUXeOjZhJlGXfPZkxqiy2tGjAOT7rgsRu1KThEr4kE3Jwd9Yk2MBdu6y4o+5lEgrgn+0Z0XKHKZy6tdokzl7cN1NC1DU8RIvdGeEkT6/O5O59xSn6NJlUwWDGWtEGPyC2aXfzJ4jrFtcuxWebG9S0efcdtbQ5dTJonFM+UDskJGJicpVLbsIV5q0HY87kyXkSn4lZW3iXKNpFC47a7yc433BI8510hQKMuJ2ADGGruacGb/bO39OQ5S5ne8F1gxJ3zMeowpJTxMOviZweOgRZRrLGkTemmZQVbClMQGLEpVfmPlZba1IS/1LnAWlhe2rpY2oxeU+KfTmySpwteOrvHVq++y4kz5ne4LPFM9wlZjzoIyjh5z3u7x0vQyq4aYQhwndV6KlnjBfkxZDhnkNk3ZoyzHDEp7AEwLg7OsjCalDLISipQzzhzBTs9kLqz00eYQmTARfuhayaduio1HlKuEqYaX6nS0GS+fnBMLeDkimJisrY8ZxxY1PaAfl6iXfbpnVbzU4OnKMbdnKzzTOmbPbXC9dsKhX+OPTq9RN3wuOmcc+TUeTloEicad8TJRpjJJRN1JVXMuNPvcOlvhz+7cEhITKWOampT1aHH6OlcaU1IEayDPxOfZCwxiT0cxMjarYzadIRfLZ9RVn/JyiCal/P37nxX0K6lg5pm0bJ9xYvHz1XdIkGlpwt72g7PzfC28tugZp7pMXsgMI5v/8cVXGKYOH8ZLYgKBwoY6pCb72HLELDdZVlzxDKTgIK1iygnDqMQ1+5j/cv+nCFONWaTz/3jqt6jJMUvmjB/1tvmZ6m3+1ehZHhhLPGfvcpQ0+CfHz/MfbX2DZ6w99tMGFTmcn9bFn9FWphzJdUwp4Xlzl7O4wmm9wlGiMP1USvVlcU3yJLwkzRPIuSo6usW365R+to8mZTz0GqSFzLo9ZtMYcstd4y+uv8p+3OTu4RJ/8cLr/M7ucxz1a2SJzLWtE1q6R1kRI2dZyqmpIQdhnYoeiDYBEnkhNrQfq+3x249vClFLfcTq5oSH0xarzoQl2yUtZEaRqHRpSkacivZMZiQocoGlJXxiaZdvBpdplnyUF1wOtuoojy1K+0DG4m5cC/8tWQuAo7DGcq2Hn2o81TjhZf8cqpqhyhkX7TPuDJdwY4P74zY7lSF3+kuoSs54rgw0daFkc/SYSWCSaymqlNO2PD5e3+WV4Tm8WMecn9wkqcBQMoa+hVOJF57caD5+1pSMG81j3Pmv3xpt0PMcWrZPmGmLe72RZ9Euezzotbi2dIohZ2xsDPBiDWvOCW6aHi3d4ziocKHW537RJkoVHCPGi3QqZoShpIwim0lkLcbjAGdBmYoR0gtLNG2PopCYxBZlPSJKVeJcwYvFqX0WGkhA2YgoaREPRy2CQMe3dUpaLH7fEox8i2yuLwtjDT/U+dz2w4XzN8pVbjYOOApqqHJGnKtcrZxS0UNauodMgSrnxJmyUEvmmSwsJ7IQWgSegapl7DSH7Nh9kkKho00ZpQ5BrgudZCGxvTSgpge8dbxOkUvEsUKuShxOquS5TMmKGE4cdCPhYqXH5WoXLzXICxk/F5uPO8Eqn9t+yIOpIEdlyMwyIZh48s+7sw3WzDGbxgBTilnSpnx7chlHEzakINF4GHa4bh3STau0DJdldUxDDulhk+cyp2kNSSpoOz774xpNx+dtf4vzRhckMNSUx14Tr6oTFwq9tMwoFS5hW47ICol+UuaD6TJhptGxZ8hOwTcn13mx/Ii25QrpgRrzqrtNw/REIDBVMTQxUfnt4YvMEpOfXfoAPzNYMmZsWiOmqckosTn0BWpVkXIOkgYdbcpu3EKTMr43vsSL1ceU5YAfTc/zZxpv86p/nqOoTkkRKMIVfcx/s/sxALJUoaIGvNw9hxfpIrinJ7ihgamm1A2fdwbrWGrC4bDGS9IFsnn6uOoEFIUkmgnWhB8ebxNFGoaRUCQy7/RWebtYo26LSYQbGwSZTtcvU51nJI4jkX8YemLj3fdt2o7H3rTOWb/C9c0T4nku4K3RBlGm8rn2A0axzc36AdHcB71tDgRmsdnnYFrlaFhltTHhqKiSpQpdv8S1ygklJWJJm5AUCtfMI663T7nNMtOZRZFJ7A/rRJmK0srRyCnLAWU54G+d/xr/8fu/TDRvcISpyv/2vV/gi9v3mWQWv/nei/zdT/4WOTJtZUaGhCkl6OQ0ZR953qnx5yS0pFBoqC7fHl3leFpBAs43+vSyMm1FGLGqRsgH4RpnUYlv7V7i4Uab14838SYmq+cFoe4gabKt9dHJ8QoNU0p5xb9IW50yyEo8TDq8N1mjY8/I2xJHxw1m2+AcffRcLuaCCAA5EzrB8Lstbv+cJwx4kjDE7Xt1zvwyK8aEaWpxffOEo6jGs+1jbivLnN1vUbogoC1+rosOd64yTgRcyE91PlF/zHuzNZ5tHy82VX/twg94aXQJRxXUxSSXuXW2QtPx6c0cLrfPMObCmTSVeWr9mF7gcPyoRWNjTF3zqTpi03hw1sB2QoIdGDZ1nF0VcyDuj/N/2yMWrzO/xPszTaAoU5Mvbd7jkdti0xpx3++IHuWkLE7JtkhEBrGYo7RK4mRnzhew1YoA+sfzse1ZUqakRRyktcUpWFMyHh61ceb4y9OwLAhHiBGqo8WsGmNGss1DV4x28/ndZ5yqNG1xgh3MHI6HFUwz4dGoyXp1wtX6Kd2gQi8Q+Lc1c8w0FV3NMFPZqQ2YRBanszINO2DkW4x9S1R+ComaFdIwxdhYkgpxOp4HryaxeAjm87F5xQjFOC2XqVkhHXvGqVchNyRKRkRsK4x8C6sixpct28PSE+JUZTSzBZikgLSQcVQxxpulBo4aUdMD3h2s4kc604pJTQ84Z/W45a5x63SF5eqMkh2R5TK6kaDYOWGooeoiyXt1ucsL9T2qSkA3qfDy6AK1eQjq/rDFTmfA4bjKp1qPaO24vDNY52RUIY5V8nlIRpFzHDtiozZGlbPF6XZJG+PnBuPMZpwIfWbbcklzmUO/xov1x0xVk35UomPMeKu/QVRWxUIsJ8hSTkULGccWK/aE/VmDflSiq1VJcpX/Ye1VUSNCQifjICvxm4efxA0MvFAX0BUjpqoE/Kv+M6S5zIo1oaREvDy7hK3ErOtDrlWO+Bej55lkNrYc8ZR1SFIoi2rR+90VDK3Fj7rbmKoIO80Sg0lgMvBsTC2laXv4ic7Fao9zVo8/U3sHTUrZTdqMM5t/uPsi29UhXb9MPA8/lbQYhQI3M3kUtHkwa3E8rfD64dbiDvfBtEWSKUxDg6WyODGNg0tMXME2V7WM7xxdXPCdo1hjrTXG0WIqWsjF0hmHep1uWOaZ1SNGoY2uZmSxzGDicGm5R20uGJEQHWlVzufTIo0bS8fsz+pYqjCH3Z1X4dJCph+WKGki8xFlKmUtxFYTTvwK3bMqP3XlLgdejQenbSwrxpuZfOXqB/TiMmU1IkOQ0x66bf7l8Q3+wsZrvFDfo6J3KKkxqpSxZM8YhA6faYkan6Uk2OWIK8YJb/jnaBkun117yN3J0sLQ5qU69+Nlbpr7mHLCq/4Ffrr0AX/54g/5e7c/K3IHSkaWynzj3lU2OkOKXMIvDH7oXuCrlfcYZCWu6afkSItFeC+tkyHx9fHTfKr8gLfcLUaxxVe37nDDPuDrw+v87x78PP+3y/+Y83aPH+yd48HpZ/l3rr3OmV/mlb0dAMp1n7BQ0Mm5ae7zff8i23oPU0oIC42vnV3n31//Luf0M8JC1B6f6F/P7BJsJgSxjXX2pGQ71wlmH/VwjVHBgzc3aVzr86nlx2ybff7ru5/mf371WzyO2hwHFZ6rHXDf7XDsVXH0GGdzymvvXKS0NuVza4+QpZyv3bvOly/eIcg0dpwB9/0OcaYwCOt8sX2Pu/4S7w9X+OmVu7w52hQ0vlTFdw1WK1Mut8+Ic7E0TkKTc+0BbdPl/cNV0AqWSi7HYY0XO3sc+jUmjonnG7RqLgNK+FdTolOD0p4E2Y+3Tv3EL8RZLtMLS0wTk7YpKjvnSn26UYV9t04B2GZErIpT4EplihsbGGrKNDSpWQGqnKNKuXhgxxZJptCyXG6NVtksjbjY7IkajW8zcy2KVCYIdJq6y5bV5563zN2wQ8UIMZWEx36LWWrgpfri3vpJkmESmTQtX/B0553dNBec7Jrus2pPFmErS0nIkJGlnJbhopCzP61zc/mQWWIw9C0R3pqLDNxIp2H6GGq6eLCCCIeZaoqfaHixjqUl1PSAnidOy7qesTdpIEkF7x2vioepmlGxQhwtQpIKIVdXMtzAECo7PeF8ayAUdhQ8HIo6l1wvaBkuW+URx3KVkhZxudSln5QErUou6LkOUaQRezqalZAA0vzPfG7liCulUy4YXd72t7g9WeFkVmajMuHUK1OzQh6ctFGUnJISsmP0aGkujystPhx3xALhmUSRxkp9SprLvDtc40KlT1kOSQqVuFDxM4NuUOGF+h5JrjCKLXQ5Y5Q4rBliR/zYb1IAfqpz11/mnCXu4Q1F9M5XjInogmY6bXXGLPtIEp4UMqaUsqyOqZs+h1JVwPLlnDhV+NF4h1/rvEFHmfH742dJCgVLSpApaKtTHDni2dI+94MlSopwMd+dLiFT8HjcpOH4ePMNpSLnGGrKxCthGzGKVIhTs1TQsWb8pfYrnGUCbDLObf752XNMYouaGbA3rVPSY7GhUzM26yOOohrdqMI0MRmHFmGoYZoJ06mFUw4Z+xZ+qCPLBafTMoBgHdvRnGAFYayR55K4L5UKerMSsR2wZM74Qe88jhZjKglb9nAhiEhShZ89f1dskKScINPYqo9oGy7v9FYxtZQoUemYMxxVuKf3RvV5hzpnyfB47WSTT609RpNyLDWhpEX4qc7hoMaN7SNOAkGvenbjEFNJSTsyn67c56XJJRq6xzB2eGv4PA8P21za6GJKMZt6n6yQcTNx+l4zx3yp8SG7YYvnKge8Pd3gB8MLnJRqvDta43haoWaFbFcGfL52D0eOeGl6GS83+CBa4Tip4+c6H0QrtNUZN1aPF4HOG+tH3B+0+ULnPi9JBVkhM4wdjtI6L08vQhXa6pR3gy1WtdECtFJRQ9rqlDVjzFvDDW4sHbCt9fiV1luM63NPuOqzVBNJ4ihXuVzr8jd2voktRZiyOIyU5YS4kGkqLm1FiBkcKeE/2fp9jtI6bTlikuf8xsrL/GcPv0JdD1htTNk/aSBth2QzC9X/E/wLGZgHmgoFavfAP6+zaQz5xtk1LrXOeGVygaQQtaKHXhtDEQeGluFzodLjFXbwH1b5obKFLMGXL96hqYte9DQ1Kashj6dN+q7DYaXOLDGpGqGo3+kBa9aYN/JNJqrFxUqPu9MOQSImS1EqOvnfunsZuaejLEd03RJdt7QIkQahmFiUjYj1jY9kP8FOAa/+ycvx/+7XT/xCLCw66ke9RGssfK3zu0lNzaiYEUGSi4t4e8alyhmnoejoanJGTZ+PuRKRjA5TlQ+6giPtaDFNw+O9o1USV8eoREhqzs7SQDwUgzaj+UNNl1ORQs1Ulqwpk8hCRjCiw1wWWkNV4AmBRVArSxW6wwqGmi5ODVVZ1GIAKqqoP/2gew5Vzrk/bhNnYhGX5yrEOFNo2d6C0SxGP2K7pkoZhpJiKIJu9VTlmEd+i63qcAGBmLjmPJUNlhETRDprpQmOGmPOUZizxGS1LsZXp5Mytw8EWcixI7JMJig09md19mdiA7RVHrFiTljRx7w+3WEQ2axVJ3Rn5UVPNAlVFENwsZcqM0G1kmO+Nb7Go1mTFXtKX3F4NGrw1a07PO885uulp7k77lBVAmw5YsfosaKN+XztQ275G7wzWqc7K7FeGrNmjVnSpnx3cIm/3/8sTzdPeLos6lXbpQGXTFElCk2N+16HKFeZZeZCVG5rCZPY5L3xGuPE5mOVx3ipzqlXIShpnHkljtIqDf0cN5wDBrmNJmU4krhnbMo+v955jYb+FDIFjhphyzFvjjfpJjUUCu67nUUvetMaMs4cskLmLKkwjB2+e3wRRc7xY43t+oiaFTD0LVq2j6aIEKCbGCSZzOdXHnB3usSyOWPXa3B/0GbcsukoMz6MVvFzURHJcoFBnfoCZSrPQ4ReqmMp4vfbG9VJUgVJYhFoyTKZaK7fg3yBiZSVnCRTsM2YIBL+6zRVkSQZw0gXaeU3TjdoOCJQdedsiTDTUKQCP1W41O6xaoxp6i77QQM/1dHllJrmo80/K6qS8fLJOcJE5Wq7i6Un2FpCVRefF0tP6AYVnqoek9sCYDP0LaqlgPOlHq/3txYL5CuTC2waU95ytzhniWuQV3vbDFwbuywgOPfCFd6frIpxeneNX915h5Y64796+BlmvkGz4jGcOaSJwh1jiTyXKQo4coUEYlkbc5Q0GMcWb2VbHPlV3NjgPzz3LR5HHV4enucvLL/Kv+g/x6drD7lsHDPsiJBlr1pGkXIaujCKyRS85p1baBRfnexw3unx5fItynLMUSqCWn9r549YVSc4Usqy4mPMD6mfte/zNeMpSnrEe5M12qbLTeMUW5KY5QW93ODNaI0repcXzQO+F5zjU9ZjylLBH/trPI46PGsco0k5f+/wC6S5zCBy2CwPWS+NuTPoMNrQKT9U/lSauFAkzJF4f+UaSD+qMjlvMQwEEOjl/WVurB4ziSyeqh2TITP0bC5We9S0gOudU24Do706ztqMB7MWY9Ni0xryfHmP16c7rDoTFDln36szCGwmnsWGM6IfOhy6NVadCU9fOmbfqzOLDL60co+Xuhco6cLoJqs5xVJEHihYTfGcHKTiau3uaYcL7T67ozqUYTh1eHr1GF3OuP+J0o+1Tv3Ep6YrekRZi7hQ7pMXspCeqz4nXkUkqBORjm5Y/lyubvGMcyCQg3rEmj0ResPYpOc57PfrNCyfOFaxTdFj1eWUcx1xxyLLBTe2jqgbPm5msO8JqHqQasS58CKPI4s7o2X6vuiw1UoBxdzoJEsF08RcpEddzxR+YytGlfL57yMQkEGmcxaWmaYm3zu5wBeX7/Nzq7cp6RHjmYUX6IyGJbrjMt1ulQ/2V3jzaIN7p20xKfBKJLnCh2dL7I/qTCOBlvvm8WW6fplZbC7CWnmmEAY6qpoxcy2SWKWsCoXY3WGbkibSiG3LZRqa+EObPFTIExnPF7WUNBUn8yhVORtW8FOdPb+Bn+sMIrErt9UYQ0vF92LuTpalggvNPjcbB4SZyte613mnt0aYiuR11Qj5wvoDfrX2OsvqhL++9B3+kwu/z7bWm/OOhdjelBO2zT6XK2d8cnWXFXOClxpkSJTUiKebJ8xSg6+dPsU9r8M1+xiFgrrqMUptZClnmDg88NoEmU6SK7RNlxV7SpKJU3M/LfPB2bJI5JtjwnmK9v3hCi+NLvF7o5vcCjdICoWwUDnNKoS5xi/V3+Rz1Q/5auU9vly+xblSnz/oPsXb/ha6nNI2XRwlxk0NZplJL62QFTItwyXNZKa+SZ4LLed2aSgCREgsmTMuOD0+03zIUkk4Wk01QZWFIznJFH7z5JOMc5uOOmU3bHGuNqDteHy+fR8Af+6TznKJFXPCt/cv0TQ8rra7mHrCTntAFKkoar5YaCSpoMglslT8Ok1U4kgVTOzaTPSEtUyEC1UBojHUlLodcLXW5Wiu6uz7DrYW0yp5tE0XNzO46y6JTn0owA51zSdOFZqWj+ubNG0Px4h5PBZChs3ykEls4qeCbz6OLHpxiUezJg92l/BDg5btsWxM2CyPCDON740vceiJk/85q8csM3llcI6RbyHLQpO5bo955LX4dPMBm9aQm0uHHEc1PvBXxTWDr3PSrZEmCnkmEUdiCpAmwp50t99hN27zw8l5OuaMt7rrVHTRt/67e1/gj06vcTQVyedfab8puNtpnWvGCef0M5q6iyal/FT5NmUlYJoaAj4TVbjvdahpAZPU4p+NXwDgUdyhn5S4qIlnVVzIjHOdvdTm/bjJLNex1Zi/tv4Sz9YOKashB6nNXqoRzrMTv9P9GI+SFpoEt/01ylJBWMD//p2f4x/e/jinmU1Zzvhr6y/RH5d4NGrw1skG49ji0yuPsddcghc9mGsSn5CokEDzc3JVwhgU/OarnxIchUJipT7l1KvgaCJvEOcqm/URo9jil6tv8jdW/likz1dd3JMSj86adIMy//zBM9z1l+mFJSwloW74XK2cslMZYuoJB16dc+WBWND1gLrqz3G4MvuBcLKv2RPuDJfQ9ZTrGyeY1YiG5bNTGbBcmXFnKsQ8tz7YFCx9NSF2dY7cKsdedbGB/de9fuJPxE9ew9imY86IcxVNzuYeVIgiDV/O+cLyfZ6z9+ilIum5N2nwVOuEUWwxCB0RELEEgceNDQxDjGoOhzXGgcWX1u6xX6tjaCl74zpVK2TLFt3XZH5jP41MVqwJZ9MSipITBjpvpBucbwxYdmYcTKv4iXg4PqlyrNUnC1CHoaaLuzFZyhnGDnGu8G5/jZ9evUtLczmJxY7asQRIQNFykeg0MopcInRForPv2wSRTpQqhL4YeyWJ+HOzQGVgZDilEHuORgQWPN40UTDtmEliEvgGAVBbCcgLgSW0NEE6Qi+QlAJZztH1lChSOZuIHaIk53T9ElfqZ/ze8TO0LZe67qPNGbqzwKBddZkEJnU7YLs0wMsMwkzDTzTajssotEgzhWeXHvGL1bfIC5mmHCBToCgeZTlBlzLCQuMoqTPMHGw55qpzzFlSYVMfoEkpb3nbc8OSLMw45QF7boN/ET67qLv4qYaXGEwik83KiFkqKmBpruBlIoF9f9AWdiU55/nmPmvGGBABvZoZ4Kc6p8XcGTs3NV0wTtGkjJriU5HFZEOWcn69/ipxXaEiRcRVmfux+MC/421ykgjIiCGLEFecfgR/eThqYcwdv0mmUNZCMUZWEn5+6RZtdcpV65hxJhL9PfciH5wu8w3rKT5duc8sMfmV9pvsxS0UCr6yfYeHbpv9SQ1LT3h/vMpKdUo3LKPLKaqS0zB8hmUbLxRCEU0TD5+ikEhTmTR+otKUiSKNs1TBMWNUJRc6zkwhTiU6dZeG4ZEVEufrAz44W2YWGJyrDjjxK1hKvDgJyxRcrp3xZnedcWzjhzqVpvj+tUyPmhFw7FaxtZg3jzdYrs4YBybWPJyWF8J1XWu5bNTG3D3tEKQal6pnrKghtycrHE8rbJcHfGdwmb2JSLOnqYJtRrRsn7OoxP60TpwrhJnG0aRKEGk0Kx7bzSGTkokETAKTJFFoVjzc0MCfm9CCUOO3D15g2ZmybQ14unNMTQvoGC7vDVc56tWwnYjfP7nBZ9oPWdNH1BSPXiYyIj9Vvk2YayhSTkeZYSkJz9YOuWHv01RcNtQpt6IVHDniw3iJ/aiJlxoMcgMdUeFTKFAokMmZ5RYdw8XLDaqqz2dK98iQSQqFf/f2X+TnNm5zpdwlLhS6mc5Xqu/xm5PnuDVbg0JiuTHlDybPAnDJOoVCIgw1dF1s+jQp4xd3btGLy3z//g2sUwmpEBu2qCq4kJku0sa1dzTMnXT+eShwjJCHwxZ1PeC1k01KZsROJeAV/yKfdz7kSuuMUWTjWiFVI+TerQ22rp3w/ngVQ0058qtsOGPuzpZYMkXF8nBSpeuWaNk+UaZyV+4Iqp3j8XjaQFcyToIK3eMav3bzTX54toOqZpy6ZaaRScP0OPEq7LQHnBgVjodVilzCrgWkmcJgXMJk+mOtTz/xC7GupCiyCFe1NJdRYmPLMZ9sPeZVaZu9Xh1FLnhvssYwcXBTHU3Kudk5IMi0+UhP9B4dVZxKnwjBo0QjyyRmc7XZsytHjGOLvWGd7qRM3pSo6CGnnmAke7FOSYmE7SXWkObgjoNplReX9xmGNiU9oqKHVIxQkLpCoUvU1Gxxr/tU+ZhXhucwlYT7gzZ/Zvt9ulEFW4l5a7ixICVVy2LEnWYyM88kjxUUM6XshAx7lQWQXlKEvzj2NTQrIYM/BcEvaRGGGYsReqAjqzklS6DmikLCsqNFpSlJFDQtQ3YSLCeenwAUKlbITBKs3yhRSVOF0cwmq4nxvp/qQiEnRyTFReRWga6kaErGmjMR1ZJUF1o5qcCNDTQ554vL9/lc+S6OlGBIQjgxyzXBPc4UTtOqMCtpY4H/i+u86DzAz3UeR200KcOWY36h+S6vuzt8t3+BPanBF1bvU1UD/vneDfJcZjqzuLh6hiLn9IISG6URNS3gLCovxsbb85PXUtnFUhK6SQVFKoTxScowlVScaBOTO94KhpzyjLXHINOY5SZZIaNIOQ6iM9xL6lS0Hnkhs6EN+Mb0abxMTCi81MCQhT82z8Xir6kZYaKKKww94WK1x1lY5pzT59+pvcp/dvpl/idL3+Y4rbOhDfh67zqmJsAm3358kVetTSpmxLBS4t3pBt2gzIvNXZ6rHdAPHP7TS7/L39n7ObadEW90N1DkAj/SGYQOTzdPeO1kkzhWRCthjjVNYkGNyjPhicsyeaHtc6xoUSMDSHOZOwOx4fjk8mN2jQZRonJ/1KZh+bw3XMOLdQxVvC+WLFFD23YGDCo2hpJiGgkPxi2qRkhWSJxMK8SRINvpakYwh80c+VWWrBkvLB8wikXtr6qHvDdY5X+09SO+dXiJy60z3h+uMPEt0lTGNmMaZY+t8oi7wzZ93yaMNU7kCivOlJod4Homg6nDRLUEqWtcJg40VCNlGphUrJCr7S5+qtM2XN7rr9ILSiiVnHVTIEp7cZmnGiecDisUhUR3WubqxjG9tML/6eGXyXKJ5fKMv7b+EqaUoJAzzU0MOeVnK7doyz5+oWJKBTXF461gG4WCv1T/EaaUk8xxT6ZUoBQFRpHxenCOVW1EkGn845OPc716gm1HXNE8wqJgMrP4R+9/nEbN5atX3+UV/yJ3/WX2/Tq3D1ZQlJzusMI/HT23eD8CFLmMIieUtYijsMbPNd/j9x59Ga645KMySih8v7kiEc+nuLkq0JHdl9YwXhiyVRsxDG2mx2XeUVbJc4m10oQvNO7yn9/6KboXBQVxv19H11Oalk/hpOydNFlfGjGJTJ5pHfHW2QZXm6cMIpsoVTG1lCyXKOshgV+mosXcP2tzffmElunxYNzi4KyB0wh4b7TG2LeEs7oyJUc40ItCIskVtuojbt3dQCklSBKcr/d5SAs5+vGKxD/xo2ldzihrER+v7lJSQuqaT1bINFSP67UTdtpDolTh1C3zaNZkd9qkF5XYnTXJC5kXGvsYaooi5ZS0CC8RydaikOYJ3Iw8l9jzG+SIRevja/tc7pzhZgYdwyWeC+0rptDqSZKAvJ3rDAgjDT80uDNeAsTu79SrcOYJrqqmZOy0BtTtgIoeEs7xiF6ic3/Q5ubyIb24xK7b4KHfZsma0Sm5tEoeUaoQxBrefKTs1AIUJRcfkkwCWexGZUUwb69un+BYMa2lKbJSEEUqtpZQViOeWT5muTYTd9aR6PO2LRekQqSlcwVNEa7kkhlhOTFX2kJFlmUy08AkjlU0NaNkRVRKAWsNYSUylYS2KdK1k8whzlXqhk9ZjejNSjyeNsgKidvdZfqjMrPARFMyPtba4+OlR8SFwu14Fb9Q6WUW9+Ml7sfLnGVl2qrYkXq5wYNwCT/XecP/6B7tOKrSjSq01SlRrvEb517l2fYRmpTxra6w03RKLhudEUeT6kIcYsgZXmrgKKL+4Kc6k9hElgqORlVeH2zx1nCDvJD46toH6EqGn+pcrZwuVJB5ITPISlzRu5TlcNG1NaUUU8poq1MxrpcTanIo2NOFxFFQ45Hb5Jp9zKY9QlUz4khjozam6fg0LJ+G6fNseZ8Vc8Il8wRdylkzxxyndU6TKt+ZXePULbNamlKxw/kVAFytdfnm4Crb9gA/0fhhf4db01X+5vlvsKG4/J2d3+WCfcZaZSquaCKVINUYxRaOEWObMaaeYOkJXiAW2aKQcMohipovJAgVJ8QPjQU6UlFywlSjaXv82tbbHPo16mbAWnVCPk/2DH2LOFXICokVe8qRX+Nip8dZVGatNOGT1Yds1MbUzIBRaDENTNJMRprfn+9Uhnxh9QGyBE/XjpklBlGucH/QZrk+Y90e8xc23yBDpu14uInBNDBF2E0XU4Zr9S69sISm5ASRTpIIFWg/KFHWI9ZaYyQJNuujOS0MFE2EEPNcYuTaxJkgle26DdJMZuDZvDUWafdB4oi7bDnmxvoRcSw86H9//3M0VBcv1Aljja5bYkMd0lZmKBT00gqfqdyjNp+qJIVCVsBbwTY/43xAVfGZFWLE3JuHBrPiSWgw52nzgIv6GTt2n3Fo8c5wnf/D41/gn8yu4OUyjh1h2QIq9Jdf/cv8X979In/4wXXefyy0sdr8+5MXkpAhzH+ueS4RBDrHboU7vSX+cHCDZ5aPkeWC6aWUQpYoJEGhyjVBoipk8d8aQ3A/rJMWMocnDayOj6MnfHxtny17yF1/GVkuuDVeZRTZVEsB3tTk9sM1zGrESmfM4YMO3YM6Pzg4R17AWycb5IXM2aTEudqApZLLsil62zIFUaBxb9BmGNmsl8d8fHuXohByH0kqWGuN8RKddWfMW0frJJnMQa/O7f0VFCelUgowtISHoxZN20OR/m2PGIAPBx0+WztBlnJsWVQvgIW43VITVsozokwlyRW2KwPOApH0PPKqaLIINHWsGSU1ZjATYyHLiAWkQ0vRFIVjt8rVepe0kOeyhJhRbHO9fEJtDilwtBgvNYhTBUtP8BORLLWMmDAVkgc3Njgdlxdf/3Z1SFmNmKgmYabRNlwOfSE436kP8VKdN/vrpKmCoYhRzuOzJtdWTzlXHwr9YyLCM5kEaaKIU0gsU2QSKIW4x0tlum6J8VmZjc0+fU8lQyWtycxSgzhTKOkRl1e7jEILTc45dquYZoKppvR9hzgVbuE4VSgKmMSiOgUs3MIz3+T68smC6+omBhUt5IpzysOww7bZ5964zUZ5jCoJJaSpprx9uo6q5GysnLFmT3i6fMjT5gFhIYArjhzxMGmjUNBQ3DlByCCfj9b83GBdH3IYizvpHeOMtjqjoXr4uc5B0kSVM4apw7Plffxcx1BSztddRpGYVNSMQJzKfYv7hUhvlvWQu/0OnbIr4DFehaXqjLSQ2SyNuFw5Q5MEz1uVcs6iMtuW6J8mhcJ4PmZUKGgrHqdpjVgAeTGlhIO0hiOJE/KmNkCvpAzTEoaccN04wpQTXpZ3MExxVbJeGrNtD3jO3uP7s0u8crrDX73+A2a5xoo+5g+Gz/CV+i2GaYmnmycsGVNRzZCWea51xJ3xEl4swmYrzpTH4waXq2fsxi3e9Tf5pHOfvJA5dcuMJg55JtGblrC1mM+vPOCNwSYH/Zowds2VnrqRiF+rwgtnmokwiyk5SaJgGSlXmmfcHbZpWa4ApEhChnCp2cPUUvYGdSQJSlbEku0ynIP/9yZ1kkxBlXN2nA4r1pQH0xbLpRnDwBbM4olD1QoXY/q243LDPmDTGODIQsQyDi3OohJn0QU2rBGrzoQ3TjYIAh3LilmtTGlbLgdejeEc9JPnEpqWEfgG/Vxm2ZnyfG2ffzx+ntJ8E73amnIwEh5sQ0sJYk1IBWYlBq4troNShfeDVe4ZHTQl44XlA7pRBVXOqZUDAfAZVQjXBYFM11Nudo7QpBw/17igTcV7JyvxYbzEsjqhl1YY5A5JruIVIrk7y03+17u/zJ9bfQPT3KcsJ3iFOl+ME8I5CrJjz5jEFrsnTf7u5HN8r3OJn9+6zXdOL9IdCEynqgnjVRbJFImMWspJpIIilSkKUZ/K8/n1RC6aCmmi8l4quOKX2j3e624TtsHsi2ddrktkxtxihJigOEeSCI2dFzKPZWdKkis8dNscTKucaw0YBDY7lSFnsxLn13s87jb51YvvYMoJ31Ev8Wivs3j+2EbMuw83WFoeL/IvLx/viJ9NqqEZKe2Sx96wTtmKMNWUshWxXhrTsQUOs1NymSUGliHWjrYjOAz37q9iN0WFNckUDsc15Mj/sdapn/iFWFUEF/UkrlFWQgw5QaGgpXhMEoswU3G0iLIeiqCQLLjJca6gyxknfoWqHhDnKmehzuXO2WKE7MYGLctl3R7jpQaTxGTLHnJrvEqSi8R1Uiis2ROOfAEReDRroqsZYayhyDmNsugq181AhKVinWbFI/sTMP5eVKKihdysHvDebI0Pe0v80rn35lJ7nQfDFo4TiyBKaLHVESPSJ+YdRRFoxDgSIZE40iiUAslKUfUM3UixdHFiT9siMKY4KVmoMPYtNsvC+6vLKWGm0bR8arpP168IyEaioSoZS5UZx6PqYtx4OKyhaeIuXlUz8lwmzwU4pG74uInBOLS4URVNf0NOeRQI006cKfiFzmZjxNO1Y+odn3V9QEedYUoJXqGjUNCUvcUDx5EjkkJFlzKcudFonNnMcpOw0CjLIbYcL6oYCjk3rcccpXXyQua82SMsVEwpIZEUPtd6wHFUo677GHLKaVihogeUtVB0wxOde4M2vmtwksksrcwoaTFRplI1fK6VjinLIWGhLbrDh3OJxJXSKePIZpJZ3IrWWFNHeIXOLDPxcxEgCwuNQVqibZygk5NLMttan7Y6nQP+EzQppVUSMJQVa8rHKo/Z1AZ4uYEmiYDVPxq/KNjYxhnPl3f5xvg6v9x4i9dG21wvHXMY1tgoi17t2LcWXXpLEwvoNDH5bv8y50s9/u9HX6IXOATzqxWpEB7s42mFMNV4qn6yINLFsUqr5uLHIvmc5xLLdZf+zMExY/xIpuKEBLHGo0mTlfKMshbxyvAcN6pH7E/rXCl32Z/W55McwRKv6AGeX2VvUp/fQyvkssyrvW2u1U+ZBCZL9oyzvLRgAiSZwp3RMptl8X7KCok73qpYhJSEjp3yfHWfB35ngf98OTwnanBmxHZ5MJ9iSMxiA00Rp2wQp0FNEVdHSaFQtiPO/DK/uPk+Ua5ypdqlqgaMEpu0UDj0a4vpEYWEJIkTZODpJHrGJDEZhA5VPUBXMq40ugwjhzfd7cVE4dPV+4SFQnX+Pn85OM9nrQc0ZZ8MiabepSxntJUZbTli1X7AMNc5HFdZ2xot+NGmlGFKGTYpSSGzpE5Q5Zz/eOcP+Nvhr/Ib537I37v7Wd4/XZkH8EBRcyRZ3CsXc350GGmkoQZSgayJDViRiUUauSDXRGgvjjSWmxO+0LrLh+0OUVlDH5t/qk8sFaAkBZkuIeXw/Ufn+crFO5hKSj90uFQ5Iy3E1KKkRSSZwhv7m9zcPCDNZW5uHuBmBi91L/CzK3d4fHsVq+Uy80waFZ8XLz+ae8NlurMyUaJStYR61rEiwlTFNhI6jsvhpIqhCXbENBawpbSQKWsR5xv9xSa8rEVsn+9yNKiy1R6JCagRYiVTbv8469T/T6vbv0GvC7U+08Rk1RiLykdcwZBT+kmJSWxSzFV/S8aUaWpR03zWzRGHYZ0oVxj4DoUl0Q80jHnXtmn5eInO6ahMkstsOiK8I0sFQaazVRoS5yplNSQvJFQ5Y8MZ09ZnfPvk0kI+/kSOABCoorcGMAgdmMP6z/zyQkT/RyfXOBlUubp2yj23w42KWMC+uHafP9q9yooz5WdX7nAWlzHklGlq4qUG/dDhzC3hSzrpPNhTWnLplF0cTXwgvUSnqgc49Zg4U7i02mUamcJCE1sEqYahpIuec5ortC2X/WFd3JHnElMt4+mVY253l4lCHd1IaJc8ZlqKo8dzm4moSr1+vImmZMw8k0flFldLp/TiEpftLsPE4emSGA9fNE6RycmRyZBoKK5YXDOLTJY5K8rUZJ9MSskKYTgCKMtiCnGaVBdhqDDX2DL6DNMSs8xCmbObdSnj3WCNljZjS+vTTWr4mYEpJ2xZfQ7CBhvmkLOoTEP3GUYODcPjU41HPA5avMYmQaCzN6vTtHyapkfHnDFJbZbMCXIhutymklDWssWUZcMc0lA8ukmVB+ESLzoP5xjLjKSQOcqqrGkjhlkJUxKbh7DQMKUER4oZZjavzs6zZM34q0svLXSKSaFwK1ynG5XZqQ0BgbXUpYwfeRu8frrJBfsMVc74JwfPcaV+xgWnxyu9c8hyjqHk9Edl9iKVmxuHaHJGL3CQpZx7vTabjRFhoi52/lEosKlRptDUXT62vM8gcjjxKjzVOOF7uxeQ5YK1+oS+K6o808xE11NqljBDXW+csu/VhXwk0UgqCtebp7zcO0fdDEgzeUGKCzON7qy04FNLEihyRkmPCDINVcn5dO0h7xytiVpVLhNnClku0Q3KaHLGnekLPBo0kaSCXzv3DjkST1kHTFKLbx5f5pnKAZqe8tzKEb2gxO3hCj+1cpf3RyuEiSoY6YW+uGMPIo1jt0rT8Pmzm++xoo35wF/l5e458kJCU8T9fVFI6GrG2LXElCqVkefs6QJBHesFJZ5pHPFHD6+SpgqDmUPVCfhE4zHnlvrsD8Udv58brGoROWBKMX6hLiZ+SSHjzWf6s0IlLyQGmQidDrISy8qUDAlbEh7yXm5Tk0O29T4dw2VZcfnfXPmXvOtvURQSX9q6zzQ1ePnheWRlfsUgFRSZRJFLJJmEpOSLcGaOjKTlFPP2x5NRdVFAb1Li788+y1fO3+H33nmWoFNQOoBUk9AnBWpYUCgSuVpQSBLO6zbBOY2KFtLQPR7M2kwiIaUJU40bjSNGocVzlQPenGySFxKGLLSv70zWKe/KxOsKnZrL0LWhCp9qPOJbZ5dpOD7jwGSnMuCt03WCQAQOy6YgDNZtYd07dqtMQ4OKGS0MaoPQ4XLrjFvHqzQq4kC10Rqz16tzYamPGxsoPyZa6yd+IRbwC4W9oEmUK5wFgrl7Mq1wsdlDkgrCTCXIxdZunNgkhcKWNSDMNXa1JmduiaXyTHTHPJuxZNGyXB6HbXpZhaCp0TI8gkyjogaMU5tZYrBpDenFZd7obvDl9Q8BAc/wY42iAEtLhS9YE/WNSWxhKAK2Yaop1+pdHs2aXK72+Ob7VyGWKS27XK2c8scHl9myhxwFYkx9uX1GXQ+4ah7zlJWzG7fYNAruBx1u95YFqMQwmIWGGJ3rCePAZBqaeKFOmsqUVyKOphW8QOwMpzObTmPKQb9GEmhQSJjlCFtLaBgeHw6XhOvZ1ylyiTxT2J00iCOxMw49HWrz035soM8XoFliiHs3LaW1NKCsRlRVnxecR8wyi61Gn1lu0lbFw+I0rXMc1zHlBNPaIyyEB1cmx8+NRTLakSOyQsAbvNwkKVTKSggZhHPq/Diz0SRx569Jmfg+acM5KU3cFT9j7fFD7yLD1KE8h2VMUpsNS0wG9sc1xqbFzco+Dd3j02uPeTht4WgRF8s9bk9WOOf0aWkzHkcd3MzgZv0ATcooK+H8/k7mtrvCjq1zHNaoqAFv+Dv8Qvnd+fu2mPeFJbppFVNKyZC47a4xii1MJeVK6ZTPVz6cwxUCdpMaupTxPfcKS9qEI6/G0/VjTDnhJK5xJlXEPVii8ju7z/NzG7e5P2jz5uk669UyfddhrTrhZFZGlnPSWOVuv8MnV3fRlYyDaZ08F9cnNStkPE8DW1ZM2Yj5TOch161DRskl4lzlU53H7PkNWhWRhN7tijpRUUhoakrJjOi7DldbXXIkLlZ6PJo10WRx8vRSHTcy+IWN97ljLhNnCrqS4SjxnKjFYtqSpAo1PRA4V9fiMK5zaanH3qhOEOiMpzaqlqE44oE5Di2eWjoR4cuwjiZnfDe7yg/PdsTIvZA53xpQ0wLiXOFipce743VmkY4fGuJ+OFYJfEOcAudQnEvOKQdhgxVtzFFYY+xapKmYMhnmHIObFchygTQ/YS/uVgsJ8oLrtVPiXKVTddksj3htb4v+qMzvxM/RsAOeWj7hh95FPlcSz5SyJJzEAMNcx5ZSciQUqVg0NsJCwy8MZLlYfBYUCkwpZ5JrKIivxZFiaprP193rDFOHrx1cJY4Vvn7/qpiAyALjWyAJaYVSQCEWY9UQlbQ0VZ7IlUASMB4KSdS+1IxoaoBS8If3r1FpekxxSPs6ql+Qa5BKEpn+RApRICcS37l7iU9ceIwsFfS8El6oU7IiYcBKDS7U+tRVIfKp6z62HHO9dsLXHlxDcWClOmMWGWzUx5TViEHiMA1N8kLU83ZnDS42e+xNGjRtj3PlAXcnHa5Wu+x6DfG8y5YY+xaWlqBlYqLxYW8Jw0i4WOvxaNLCUFKurXT5sNshTRW0kvtjrVM/8QsxwCSyuNvv4PmCmSzJOVmiILcKnq4dAzCMHVqGy57fEAYPZ0LHmNGyXIJE42Tea7SNmCDRmCgiaZlnEoPIIc0VMbJQQ87Cj0rcPzrZwvWEHi8vJLL5zlCWCwrmu+B8bhpSY8JMRVcyzpUH5IVEVQ+5M1pC8hXUVkgQ6Hxt7ypNx+eh2yLMNBqGj60KA1JSKCjz8EVWyLzviTuZaWQKk1QqPpjV8ozHvQaKUswZ2RDnCmmmYBkJmpKjqGLhdKyY8diEOUv78XELYyPFVFPGiYWi5qSRSp4KJ6yqZaSJwsrSmKbpkeYy1vzr8zKdLXvIL7TFaL0sB4vTniLlnOY18WfKEbPMYppbuJlJQ3VZ1UaL0bOXC7hKTfHn/OUKujYiQ0IpcrzcQKEQmw45IkeIGSaZQ1kJqCghthThF2IMXFc9ltUJa+oITcr4avkWH0QrDLISspHz7nQDS0nYd+s8v3xIS3fZ1vtMUptUlvlS5y5HUY1L5ilRrnLP7fBetoYqZazbY2wlpqUJEhGFgianKFLBcVjjwKtR0cXY67v+ZW7N1kkKeR4I0/FTnY/XdzmNRYVnvTLiFyrvkBQKbSVgnOsMM5MNdcI/m97kj46vYigZT9UFjOSVwTmCVGPNmTCMbMy56ekbx1cEQ7uQhAYwldkb1LmydMaeVF+APF493WQ8cdD0FF1P8SKdWTjvl8/fu5PA5Dl7j9O0ypt9ETwamzbL5hQ3MdgdNMhiBUnN0Y2UNFEYuzaynIsJELBkTxn4Di8u7RHkOpPIomREC0XkufKAxv+HvT8PkjQ/7/vAz3ufeWdW1tFVfXfP9JyYATAYAAMCFASAgsSVCEsyTVEKhhQyJWrXBq1j5VDEUpJFaf+QaO0GGVqJtGgrSNOEKFIiIJI4SIC4MZh7pnv6rq67Ku/M9z73j99bOYBkUoA31hELb0V0TPd0dlVW1pvv83ue5/v9fHWfLxxeYqMxY3/WoCxFYW+7Anbym8ePYhopXzi8hB/rrNfntHoBR36dKFN5tnOf276g3K0YC27MVumYPu9p3uVTx4+KJLB6wH7cZBoJqEQJPFw74hsnW5RV4TzdOVp2TByJQ2rb9LHlhO9v3KCtePxW8WgFNhEfaaqIvPBMIUsVFFUoy/NMPMa0E9puwF7Q5DhwyQsZTc55+9YOL+6fIQp1DiJBv7vkDPi3k6e4Zh/wpLlDX0n4erTOP7r1Ed6/fpsw1/lvVj6HQklNSvmN6dN89uAqRSHx/7r3HH/9csg5bcis0BgVNtPcYZrbmHJKTYmw5Zj/cfuZ5T2zBIpMgRLSQl2S7pJIQ1ILylQmTxVhVSskZD2nyCtGfCGhVKupLFMgk0EuKAuZMNLo9ucMpTqt57VlEIRUviVyUuKSxvMmD/otNLnA0lLWanOe69zmq+ML3J71eLKzhyklrBgLVvU5fW0mEpTUnHAlx9ESHC1BlzMRtKP5PNw54msPztFpiAL+2sE6j6wd4qcGMqVgnQfNZfpew4w4U5uiygXXT1ZxzRhFLlCVnJ2FsG26WswgdDH0jKYb8pHOdT7/HdSo7/lCfOA3aDTFDnQ+dJCNHF0rMYyYrJBxFXE6Om8PeRB2xIteCiwmiM6k53jkFWZSkUoWibZUclJIIjYxV7FU4bk1lYwNa8osE4jJXkt4/HZ90b1aekoeCc+qIpWYWib2rHKBoWRs2CPRDWQGe7MG090mcjthozvlqfYuv3H9CREobupCIav7y4D635k8ypoxY0Wfc0EXzFRxghXfi2UkpLnCwHeQK/tSnov9jSoXZNWNw9Ay1lpzvNigYUVMpRpUYi/NEDD0g1GDIpMx7WQJcggWBv2VGYvQ5Hx9zHubtzHlVADhM5fjrMFV4xBdysUuS/bRpJxBXmOcuThyzL14hWvWPlGhUZdDFAo2tREFMm3F43aySl5KfGNxkUv2MZqUs6rOyJHEyFkpWVEW3EpW0aWsEqKIEfRZfSDG3KXMtLRFbm4pi1G0npKWKotCqEprSkiOSLwpKivXP7n4Ce6mHRaFxShzuWoe8iDpkpcyWalwnDY4Zw55eXQGU01xjZi6GhHkOkNqnNHHnCR1ppnNLDEZRw7jwEJv5bwxW+NB0Ob72rcZZi6PWHt8fXGRrw3O4dUNPth4g6AwOMoa2FJGTElSyhzldZpywLgw+ezRQyhSSdv06ekL1vQpr042GPs2f+Xs57kVrUEHPnd8lSgTb39VLnDVmJodswgMjvwa//mFF3h+enbpj1W1XCibIw3Xjuk6AefcMW9OV5iHJnGk8X97/U/QdX2GMxfDSHl5sCEQqUpO2w048AT+NIlVdCOj6QZociG0EkbAayfrXO4MSEtZIFzVFDIBB5lHBntykzVzhq7kqHJB2wmqkbOMpaW8ONkkTRWe3BDjZC8yOFrUuLXTh0Tm3IUTvjK8wInnoioFca4iU/Ke5l0+efQYh4saD3VPuDPuYikp7+vf4VMPHqHr+rwxXxNdrZaRZCogSF6PrRyys2iJe4kWY0opP7//HD997tdJCnVZsN86gOfEkSa6xFxC0zPyTEeSxXtuMHMZzFxkuUTTMu7POzzaOmS1ueBk7lIUEkmm8Jn9h3CNGFUu+NLsMm+vb/PlySWmc5v5iskksTnORW62Ixf8/vElpgsLXc/xI53Pzx7m5myFc+6Yba/NycIl8A0kCa6sH/NMe5sw0oSgUwZZyUES5DRZLpHkYrnmKgsJWSuEUKtyY2haTpwoFJkMucTm2QkH4zpFIYORI1UNgCyXPNnb5xuZQlJvYY5LIdaSqp1x9V85KTk4aPPYxb0lj+FOsEKUa1hqSlHKvOJv8f2NG/z8/nM80hBCxODEQW4nHHk1VhyPD3Wv86q3iSmnGHJOp+FjKDmqVHCuO6ahR6xbc3r6Aj/XGcXikBhkOopUcGfc5Zm1HbZaE/ZmDR7qnjCLLbxUZxJYLGKD8dzGMDIebh/zPvvWd1SnvucLcZSpzKc1DC1DcxOyCvzvL0yStoqXGxyEDa7aR+xKLUwlo2MK68KNsQj8fv+ZOxxFguySlULAlOUC7SdrxXJ/6iUGR1GdWhVy4GeiawtinduzHmkhbuinEYin1g0JcPRkmYHsajHzxGQc2iSZSuPMjHeuPeDp2gM+cfA0j20J64Wf6Nw76YjYu+qm8nhrn1veCr9+9ARPb+xyGNSx9ZSmGVLTY048F0kqSTIVVS2Io0r9qWesWTNuFz1UNUevIgN1VQQkNFcXTI9FJGGz6TOJLIpUJCOliUqeyGJspZR8YPU2j9u72HLMZW2IIpVolNykRJdyFoVFTQ6py1G1pyqQeYtAc9U85Jw64s1kFVMWPO1x7lJTQgZ5Db8wmOUW68a06ohVFEl0waeneluOMSuMpF8YvBmu8VztJopUCD8rMtPcYSfucN4YcNU8xJTEWLsmhdTkhKhUuB2v8uJ8C0PJcNSYo9xlRVnwIOmxl7TQpBxFKghygVvsazN+7egpNCWnrkfiUJe4ZIXC/bTDV5ILWGqKrmQcB8IvmtRVnqrtcDtc4YONN9hSJ7wQnUWXct5du0NcaAySGjeiDbqq0BE8H21hyqno4CuyvCOly13cj6x+ncv6CdfjNZEukym8GmzxF1tfZVGqnCQ1vnp0XmgVIo3mWogiFzy7tY2f6bzprzJLLLJC5p1rD/jy3gWSRMGq1NlDz1ler2UpVLRlCYOFgySVKFJJx/bZmzaxjYQztSlJT2E6t5EkkWrWtz0u1064uejz8tEGT64KH/4stnC0mFliEmUqC89ipSW+76+Pzi11DbJUsubMWSQmBcKzv9IQdsH9sUhAevrsDs8vzlLkEnuDFgCdpsc7Vx4wTS2aWsh21FkGR7xxvEoU6tz1utw46ZMmKn6o49rCM7/ZnAIw9WyyTGGemvixTl5KjGOHXz9+G8917vBLk3cRZtrSvkeFAc1SZdkllsi0HI8JkCbi+zztIlWt6iALmVVjxheDC1zrH3FvIsb7YaIRZwq/OXuUbs3nMKgLmltXeJGfrO9xK+nTVAL8MiBMVSxT5CKXpcQX9y6QJOpS4V6k4sBQ5DK70yZ9q0OWqMv9dVHIy/GyVHmEJQClpIgUYYVM3+r+k6gqLakEmmCbDz2HMBDEvFNGgVRKjGKbtfqcmxddlERD9Uuqy1h8bUVCzkvqr+iM1+1lFnSYa3xo5TqTzOEgaiJLBT+//xwbtuBpX6gNkXKJei1kOBJWvV87eApLTbk97xFWpLV5ZHCtOyUrBZJzO2lzpSGz47W42jgRiW7AMHRIU5UdryV8xFrGJWfA70we4tnVB9yY9SlKidXWguNpjR/ufo08/JZv5A/5+J4vxDU9ZsfvMJ9b1OshPrDWmhNlKpfdE6apTcfwl5FtAHvTPlGmkuayEBRlJjcGIinlTGO2jDaUNTG+laWSKNOIMpUg06mpMX5mLJXSjpEwjwwUuSTLZQwtQ6m6UU3Nl1m0VzoDoSSOLfamTRp2yEfPv8GDoM3DziGz3GIaWlxYGTJLVoRJvdjkYF7H0lNqeowm5ctR34sHZ0gqqtGJ7OJYCXGqkiQqF/tDsUdqFniJgaWlZIXC+e4ILxFjx8NpHVMXb97zrREvDVzKXGJ+u4X+8JAylZFUsffJIhVJLrDshPfUbrGpTgkKjUWpYZIzLRXW1RmvhFvsRm3eXrtPgUxNFjv1tFTJK1u7KaWMClFQZQoUCg7SFuuInf9h0mRNn1LIEk0loCkHbKdd2opHUBiMMjHNeC3Y5CHrkHHucNk65ihrUpdDTDnFL3QB7DcEXcuUEzQpIy0VmorwYhalTFMR2DtZKolzlV8Zvot31e/SUHxsMyYoBHISBRpKyJdml5dBAjU1rkbMGe+s3efXjp5iElk4NXGdtcwQQ87o6R59bUpPnRMUBgky9+Me14N1vNxgllpccgbMMgtbTghyg566YJDV2Us6XDKOaEoBR3mddXdGlGmsqlOiUuFL8yv8ibVX+S3pUb46PM+aPsWUUsaJgx/pSzvM7XmPh9vH/PH2K/z25DE0OWcaWuhqxvNHW0SRVnU5b9mOolhDVXPyXMaxYmZzMb4uqmv8YC5U9X6k45sGb1/Z5bbZ43jhih10KRMXwodcsyK81GAU2iSZwlw1yAuZuW9iWgmGmtGzPF4+2kCpCoGqCOGfJJX8xY0vA/BJ+QnuTLskgc7a6oTjoMZmf1LljGtcax3zu7euMG46NLVwGSBx76RDkQvbnaIUvH64Jm4glQ+0bsYsYp0HkxauGZOmCpdWB6hSgR8IP/T9vE2WKahSgV4d6B9IreUaSq4SyRS5BAVsMyFINKEGt2MWnoWsCD58kctEucy4kPi3O4/zcO+YFx5sUa8FAjmqialUEGvsR03KTMaqiev2lrrCHamHl1zD1WPaRsD55ria6sgiEMa3SUCotmEJ95FVseOdJSZlJlOUpwdkCUUrkOSCogILFbmErIqDbZnK4rXKhRK8SJWKVQAkMqpU8Gj/kOfvn6XIZNFBF8JD/MbhGlvdCbUVj+x+C/XU8VOe/ghKShmURBRNgEHksmotuOGvsUhNNqwpzw/Psoh1nmzuMdBckkJFCWQ0NafMZO5P2jzcO+bGoI+hZay7c/YXb6miVUnkeCe5wp15j6KUuDvv4qU67+3fYxC69BsLGkZIUUoEqcaGMeHt/V0uWAN+f/8CWabQrfnYZoIjxxxldeDgP1mnvucLMQhBR5HJNKyIph3SMgIWqck8s5aovqIUI2mAuhFhKCpHixq6mgsr0MKEEt6ci52orBSc7Y+IM3XZ4aqyiMA7jmrEmcq6M8NUUtatOS+PNpbCLEkSuMoSUEBYO0qJUSSSiu6fdDi7MmbLEaSbINP5/dFlductrrZP2F506NsLDsMGUaou5fN3Rl3unXQ43xuz1Z5wf9DGtmP8hYlhZfihTpErNOoij/Y0IjGIdNp1n9hSeTBuYeopWa5gaMLfecEZMkhcNCel5obMDOEBtlsiG/bR1UNeO1zHNmM26zOmubMcOedIBIXGSV5jQ51y3jjhvHFCUb3WpyrPk6yOglAxR4XGUdkgLVXWtclyD6xJOYvCxFZivNwUn78U6VMP4i62FeMqUVVoDRHQUJjEhcaWuce8MJfXRFqqXNRPOMmFZ/vUz7uXtNGknNe8DR5z90lLhfe2RVealgq3/BVWNaHAvxmv4eUmg6TGzdkKf3LtFVaMBWPJWb6JFbngysoJjxj7NDcC/sm9D2KrKY4a09AiDDmjqy14Ndjijt9jEtn85c3f58XJJkeVtSLPZR596ICuumBVm/FScFZYrEpxQxxkdbZUISQbhC5/Yu1VpoXNNW3IujHlTtCnb885CWv801c/QFnItBo+a80524cdSlVi6Dlocs4/330fP7H1u/zr4dt5R3+H54+3yCtSUlkKQIMkyUtRTpYplIVEGOsYZkLoG9TqIixCU8U4W5ULjhYCQnO5OUCTxbRAlzNem6zjxQaTuV2lkLEkdoWRhqoWdJyANFeW0JjTx6WZgtsS06NBVueycURb93ludcZX5PNcax0vPfDD0KVjBRxHNWSl5I2BWG+cacwYBg7Z6RhWAr2WiRF6olSiKuhaHlHWJIx1MWpv+DzWPOCzu1eraYBEmipQStwedum4AY+3D7DMlLYTcDipk2cKipqj6xlGRUErCglVEYlbmp6R50LlXeQSkiJymqdzm2OjhqwUKHLJHzl3i52gxe2TnhB6ZTKSUhBMLFBK/s9PfI60VPm/3/kwN/f7vP/Sbf72+m+xKHT+5fC9jKNVVlwP3xAC1ThTl6EhppbhRzqL1ERSCiglFD1f7salqsHTjZQkFh1lXhVxcUMroZAgkZeHGKSSph7y+nhtOcaWqvF1UUjYZsLIt1mMHbicoL2so4aiK5aEzkt8egXKr7Ro/rH7uFrM88dbGGrGmdpUvNdjESXbqCr5l+5dxD6QsJ9M6fVnPNE9YMdrYRsJQazzYNpCU3NGU5cPrb/JJLXxMmNpZZ0mNreOe6y15pzEtWXq3qY14Tiu0zJD3vA3UKSSm0EfCajbEXuHbX762X9DW44YSd8ZM+u7Imv91E/9FJIkfduvhx56aPn3URTxEz/xE3Q6HVzX5WMf+xjHx8ff9jl2dnb46Ec/im3brKys8Df+xt8gy7Jve8znP/95nnrqKQzD4NKlS/ziL/7id/M0v+0jSHVcO8KuR8wjg5Fvc+N4VYwyM53daZNJbFNXQ+JcZRC5QrZuBoSRRpIJyLhbD2k0AyFEClWSmUHH9MVFkCssYqFIniYWJ77LGUf4Mlt6iCwJUYaqCF9nnKrLVKO0ouwkVdLTMLB5dOOAhh5SIHFnIU5mupKjqxlNLVxGG755uMLF9ojjeY07oy5NO6RdD9gZt/BTHcPIiGMNSYa6FbHS9LCdCC8wRQZnLILhlQpHOIyc5RvttOsokHjYOuDZ+l1W23Mutka0Gz41I6bjBlzqDXm4dsT7zt7hcnuIrSbcifrsZy2O8jppqXCS10hLlahUacqCqdxUxJslKjUGWR1HjhlmNe5GKxymTWa5zcuLTTqKJ8bYivDjRoVGWqjsxG1yJAZZjaAwuGQeExQGK+ochQJHjnnC2aWpBDSUkMvaiIvagBVlwSgTY24QBfh+vMJX55f4xzc/yK/ce5rPj65wzT1gnDnsxyIBqa/N6KoLrjgn/P7iIb7hX6QoZTb0CeetAc90tmkoPlfMI97TEGEJmiKobgDTwmaUu7yrt81hUOeV4Qavjda463WZZM5ykjGJLP7RrY9wtKihyCWKIjjdXxufp6167CYduqq3JIHtx01e8M6xnYmRpaFkXDP2MaWUr0eb/Mq9pziJXZ6q7/Cfrz8PiJ1rEOs809lG0UTG7dnmhKKUeHf3Hhe1Ee+oPyAvJfxI3KwtM8XQsyW+UJLAsWJMI0XV8uVNeqU7J6v2iFGsEQQCEbtS8zhTm5KXErqckxUy2/O3xqyalovrMlcIYp28kCkKmW5NKFjX3Rn7XoMkU9DVXLDXtYx9r8EiMfjc8CGuRxv8UOsFnnR2uNY6ZpKIdLOkUHm4dURdExnhrhNxvjXiSmfA3qyBqWZ0e3OMWoxiimIYhTplNcZNE5V7kw5d26fhhIx8m3f1tzmMGmw0ZsiyUE2fdrZ5LnM4avDGdJXnNu5xpXHChd4I14m40BtRlhKTmUMcCztTmgkvdpoqy/efYaUigSxTKUHQuKoJXZhr2GrC1ZUTDDNF0QpMOwFZdLaP6UPeax7z3v49dCPjzekKfaXgs94j/EDrNSaBxe6kySIS+dSnYtHHVw55qH3M1d6JiPHsT9GsVEz9lHyJJz09kMmVF1qpdr4opZhXF9Ly94qbgVJye97D1hIsJ4ZSxDk+tnbAY+sHXO2eoCoFbiug15+R2d9SfGVB2zLmYnes+iy1Nbqa8ZH169ybdkTMo+OzXp9zy1+lKGXykYGcCsjNE90Dbk5X8FIdTS7ouj6bzSmKXPDQ+jFvzNfwM5EoZioZZ8wpa9aMzc4UQ8l4+XiDw1GD3XlL6BN0n/ujNl/aP8+X988zSWyeWt1j3Z3hNEIu6CekyBxmze+oTn3XHfEjjzzCZz/72bc+gfrWp/j4xz/Opz71KT7xiU/QaDT4a3/tr/FDP/RDfPnLYmyU5zkf/ehHWV1d5Stf+QqHh4f8+T//59E0jZ/+6Z8G4P79+3z0ox/lx3/8x/mlX/olPve5z/GX/tJfYm1tjQ9/+MPf7dPlZFLj7NmQ7ZlTEaZER2irCfPUJIh0uq7PftRElzPahk9RyhwGdToNn57t0zF84ppKxxTWBy812B63aWgRh6Hgwa67czE29eukucxrozXeubLDy6MN3tO/h6bkyJIo7KdFTpbEGCrJFS41h7w+WGW9Pl8qoGep6OBOfJfMkulYAV85PEdWCE9lWciMI7sSUBRMA4trK0eM9ISilASkwxJeZk0uGAcWaSroV13bpyglpp5FEmqcJCq11QFlKVCHUSZoRQC3olUeNg9EV5BrTGYOqxsL9sM6kwrjd8aeMk9MilLilXyDJ+wd/MKoOjfRmSp5HVNKSUqlKswa91KRCGMrCb986+1c6I74M6vPUyDz9eQcfqnTrARXu1mHWSVA2TLGVX6wQo6EI8ecZELZrkk5TTlg3ZwQlRq341X2c3eZenSYNGmrPqYpdqppqeCoMYaWkeUK41DwyI/yBn5msBO32TLGbOojZrnNI9Yes9zhsnEkVNo0aSsCZxcUCj11zll7zFSzhRI/7PDqfIMjv46rx0wCkWmdZQppLnPGnnIU1ckKcaMNKpBLlgv/aZYrTCOLRW5RU0LGmUtUaIwzhxyZp91tXg/PcN4Y8I72A77sX+E9zi1eD89wrXfMJLL53eFD3Bt10PWcLJNJU4Vb3gqrrQXDhcMTzT0Rdu7cRaYUqnskik2ZG5M+E9/CMRMSTXToqlosXy9FLkgylbYTYGsJfqwTeAaqnmPb1RjeCLCUlDVjxpXWm/zsnfdzvjlCl3O82CBKBfu3KAUbPc9F1/2+/h1enp7hcFGraFYyhhbT1gWNbh6aS83Db2WPYK/FHKcNdrwWH+zf4F+++Sx5LvP4lX16uscgcVl4Fhc3h4S5zsS1eW/vLv/q5WfodhcCRZpozOY2uiGmV1mqkOYKb+6vomoZ3bqPnxlsWFO2rDEPJi2SREVRhAL9VCm9P2pwpXGCIpW8o/2A2/oKx2GNKNQpcokiV8kSUTwVVSxmTsXCp8rssgoRGc0d8lRmMHVZRMI+NgksocRWCpJYQzEzVDXn3ywe5S/Ur/OVk/Mkkcph2OSf9J/lEzee4rEz+ySJEHCGoS6agArX+Y7eDjemq8xik1VnwdnahHev3OcwEoTBVwdrKHKJH+l03IDB3CUrENMSRYykqcbwSIJhDyBpIvv5z64+z2fta7x4dIZFajINLc42xkxjixXHo96M+ObOFum5DDVQkZMSqQRrnJO44jWV8pI339ik+/QN1pw5aanwwfWbaFWk68X6kHEihJCNrRmLtoUsFex4LcJUw9ETFLmgoYe09JBRlfMeZDp9Y87lzoAXD86wU2vRtTwcNaFvzRn4DrYdc7k14MZ8lYfrR6zUPS7URnzx/kVe3j3DlbUTzjlj3n5xB51CsACS9ndUp77rQqyqKqurq//R/5/NZvzCL/wCv/zLv8z3f//3A/Av/+W/5OGHH+ZrX/sa73rXu/j0pz/N9evX+exnP0u/3+fJJ5/k7//9v8/f+lt/i5/6qZ9C13X+2T/7Z5w/f55//I//MQAPP/wwX/rSl/iZn/mZP7QQx3FMHMfLP8/ngjFcr0XsjZooao5hZJSlyOdt6BGT2Bb5qKnGVLIIUp1VZ74UWwHcPFqh2/AETF8RWcF1LeLJ1X12vBbj0OZia0hRSuJ0HprLwhgXKk929nl5fEZ0zIGBqhaEoU5WyKzVFiSFQk2PeengDJ2az8B32Js2eWb9gUBbxhZ5IXHvpMN6e44fih1JqOSYVkJaVON0OyKrfLxeaLDRmtGq0Jpb7oTbsx6LiY1iiJtjnKusOJ6AntsxXmigK0IgoqsCxZdXqLog10V4QpXHfK4/4sirsfAsdCNjEDicsacihSe2WaTmEqyRlip+oZOUqhBTlTbj7C17lyblPOk8ICgMGk7Ihj2lowrvnavF/P7iId5mP0CWCgw55ZI6X3qIr8cbrGsTprmDI8diXC7FpJLCftaiqfjsp232kxa/efIEi9Tgo6uvM04c7vsd9uMmK/qCqNDwM4NnVh6w47c474yYZTZPODvUlQiZAl3KMaWUNW3CL+2/i7+8+fuA2Gd3VI/bcR+zEJOdg7TFE84Ox1mD3ajNl3YuULPF/s7WEj6wcZuvnJxnsrApChlLEYEiN317+boUpSRCE1KBNTRcn52kw9P2fV7zzwAwTS3qasRe0qamRExzm+fHZ3G1mKjQuGiecMU8RJFK/qe9ZwXtqJTEjjdReXVvg15rwXs27/NHam9QuDIvhufYdKfU5IgL+gnrLbEeKWkz9S36jQWHE3HgiRJNsMONFM0O2XInvD4U6mJFFSIlVS5Yr8+5O+nwI+e/yXbU4QvTq1haujyYwGmXLvalZSktPbTPj85iqanoquse08DiXGPMIBTUrDwXtLaikDnbGPP5yVVRXAqF1xYbIoUqUnlhvMU4tHlHf0ewgwuVb5xskRcSs8yivzKjb3skhYhjVOSSMNFI4tPkKEl4/42UP7f1dW6HfXaDFodBXbyuhUxelpSlSs0V6TtFKXFz2qdt+jTVAEPJhI3PjvE9860dqFSJoRAjyrL6esDye5PlHEUr0LScKNIY5fJyXFzkMqqWY5sxsgSfH17lz9XfQKkUzWUu86/ffBtFIfH6wdryaxUVTCRLFVRN5DiPpw4rnTnjyGZQOvyZlefZNTpsRx0e7x0S5hrT2OJCbcTQcdhdNKnrMZJUMotNTDUjqtZ1ZSkRZ2KdoEo5vzl8AoC1+pxHGofc1zq8o/mAw6RBSw2IC5XkjMJdu0t6v41WSJCVxDWFQq26ZAnqNxWiJzVe3dvAPpewZU04iBvIUsnXj7ZYqy3wYoPg1RYf/9gn+cL4Clcbx/z7o0dxV4R33dd1trM2j/YOhTWpWhNFuYapp9haQscIWGQGx2EdU8tw7WAZH/qN4Vm82GBbarPanrO71yHNFW7OV/jzF76ELJWMcpvdqPUH1qxv/fiuQx9u377N+vo6Fy5c4Ed+5EfY2dkB4IUXXiBNUz74wQ8uH/vQQw+xtbXFV7/6VQC++tWv8thjj9Hv95eP+fCHP8x8PueNN95YPuZbP8fpY04/xx/08Q//4T+k0Wgsf21uCi+jo8doWr5UCCeJQpIrHIc1jvwatpFQAqPAIUw1BqHL9Umfgecw9WxMI8WLDK62B9S1iHmFnxvHNpqSs1mf0NYDHDWhYwXUrIhOzWe9KTrke16HOFc5U5tSlhKBJ5KaAl8oPS/URgKzFmrMQpM41ehV6T2DWBSsIBK2gllo0nBDtrpiH7hS82gYEaaeLv1145mDqafcP+pyMK8zTwy+cbjFItZpdTzWOzOCwODufo+7gy5xqjHzTDo1n8NFHdcSyDitGkWpco6fG3xzdo7dSZP9WYOThTDUp6EgKmlygSrlbFljwdiVc14KzgJi9DzOXU7SOvfjHntJG1eJaKseZ/VhlbakUpMj/sLZr9HUQvJS5na8yiPuIW3VF9mrisc5bUBSKsvCGBfa0lO8nXRZFCb/8/Bd/MLBc/yLB8/xVe8yL3tb5FWedJor3PCFCOcUzvEg7HDP79LTF8xSi0lsYykpXW1BUwmY5kJItp9WilvV48P96zQVn1Huokk5bcXjKWu7wlKqSwtUX51hyBma9lacm6vFHEYN8kIInGwj4ZXJBpNYFGG1YnOfqtVBKIyLUhSML3tX2I+a7MRtRrHDi+NN5pnYl//G4ZPi5j9cYRi7rKpTzulDmoqPpabiOqmQo0hijPqu3jbPNW7iSAmmlNLXZvhVTvKWOmFDnTBPTdYccbCdRyJbOolVmnZIXghv/DwyOQzqxJlCkqqstBac749YcT3iXOXhzgmfH13hC3uXmMQ2Y1+8f7ZHbfxIR5ULOm6AY4g8ai/W2bCmWGrK/UkbW0+ZR4YAyGQaeSEQh2034PvO3aHr+lx0hzxe22ffa1DTY25NVihLiWtnDzla1JjMbV4abtBrLzgIG0xmDpOJy47fQpFK7o47eIl4f15tn7DWmNNpelxYG2LpKe2mzzvXHjDOXF6dbvDayRp7A4HZ1I2UTtNjtbmgbYekmSCO7Q+bvHnS5+XpGQaRy+Gihq2nnFsd0Wl7GFaKaSXolUdbVgoMowJ/SKUo8LEYWataviSJndqiDD1DNzIBF4l1slzmzeMV/uQbP8reUeutzvR0v1thNcsqDavIxe+zRGE8daAEW0sZeUIH8k+3/wh3ox6/t38ZXc549XCdP7H6KuetAR/s3OBt3X0MNROJcXq8tHA6uhDYZZlgE+wtmjzXuo2lpAL5GzVJCpXf3H+MWWphKzFdzSMrFGpmTOaUIhKxhNSFXPQASIXwFT9/6zw1N6RvLPjN7UfZXgj3SFHINPWQOFPIrZL/4e6zPP/qReJCRVFzRr7whT/R3Wc6ddhZtDkOaxRIvDLbYBTaTMci0/iF4zPcGPQ58OoibzyyuDfrcv+ouzwERZlIO9vYGLM9bPOh/vVlTboenSH7/wZZ65lnnuEXf/EXuXr1KoeHh/zdv/t3ee6553j99dc5OjpC13Wazea3/Zt+v8/R0REAR0dH31aET//+9O/+sMfM53PCMMSyrP/V5/a3//bf5id/8ieXf57P52xublLXY0xjzjS0sGopY99mqz5hd9GkKCW6VVLLdG4Lb1zVzfZrHvcOumhatgwueGOwSsOKOBiJwGdVFZ2FfnaHopTICjE+1uVMZOqmJveHHfJMRlsRwhXJTLGqN9o72g/4t/ceo1fzWVQEnqKQMJQMWSowlRQ/1ckzmZXWgjBVMasQdUUuqWkxWSnTry2IMo1JYFFzIoJIjL4sPWU8d6g7ET3HE8EMuUK74S8Vs7aREEcOE98iCnUcN6JuxuSFhCzLRLnGPLGw1YQkUclDFc1O2exNuO8baGrOYO6ybXZIcoUoE9SeQeIy0OsEhY4m5axoc3QpIyo0ilJwlNuKhykL0ZFfGNSUqAphEIX/z/S+QVGdFTtyQE1OOchaFMhMC4PDpMHz07P8YO9lZqXFnWAFS0l5fb6GrmZL29B2KsRtMiWj2GZv0WTdnfOR3usMsxovz84wSEScYU0XnfUnTx7nz619lX9z/BQdw0eVClY7olN8ytomKjXOaQMGeZ1z6qjycsBj5h4nWY1hVheAEGPCD557nf/l+tOnDRCOnqApOY4uxrK6FTAIHVQlR68gKpfbQ64P+rimeD5RpvLKeIPHWgfME5MNc8owdMXOsNDJkfhQ/zpfHF2m6/q8OV3h5vQjPN454JXROkGsV4AOMfLc6MwY+zY3F33+bPvrvBCdY0sboVBwL1nhmnGIQsl+2uLOoMtGa4au5ni+SR6pYGZ4sYGjp3inbPFpU+wO5YJ1d8aqOeee1+WR2iFfPLq4BP+HNQ1LTxl6zpIqF8Y6PccnykSBl6WSB0GbI1+I6fJCpmlFbDhThpHL0HOwjYTHOodsmhMWjsntRQ9dyZmHJmGisfCs5Wg8y2X67TkdK+D+uM1Kz+MdZx9w4De4O+7iLURc43GiUpZwPKvRcEKRPqZFvLt7j0esPY7TJv/u6HGOFy66mqE6Baae4sc688AkjrW3bkqltIynvFI/4SiqM1+Ie9tMy3l6Y5e7coeGEdE2AmSp5Discbxwq3Q3obSWVWF7Wn7a6vMWhSjWWaagatmyOCShxkHYRNVz8e9l0fUWmUQpi/CNQpJQtFx047mMoubkmUK/LRwlRSGCNxwt4cuHF5gvbH7Pv4JlJTxtblOTE37Xf4j/tv9Z/tKdP8ut4554nSvxXrvp83j3gH5/zpdOLnLGnQqvfykxShzePOijGxn+2OLh1jG3/FXOWiNunqyQJirqQx7l87VvszFJpwQkoPmCTv8/87honnC2JWxDe7MGC8/iyyeXqV/X+Om/8kscpC2+1r7AG+M1XDsizRWaVsRnbz2EYaWsOnN2F01hP4scztfHzHyLc50xdT1ib9EU4RtGyHHgCkFuLaBt+miK0NooUiECfwqZd1j3AYEY3Ynb3J13/1fr1X/48V0V4h/4gR9Y/v7xxx/nmWee4ezZs/zqr/7qH1gg//f6MAwDwzD+o/+/v6jzdHsEgJfoNGwxrs0LGVsT8XvHXo1OU0A7JEmMpMaBhaLl1MyYeWjyYNGiZYc83t7naFIjTxWhbiwkHsxbtMyQtFBo6KHIMC4U4kyoIpFKRr69hGk0rIgz7pSvDs/z2Oohe4smZQF5LtFpiP316c6wZQQETY1z9THz1CSpYBxlKbG/aDBbWGz2JstRpmMIi1Kn7TH3TWRZ+DmHgUOUqth6KmLpTBES0bVFcsjwuI6kFcSxxiDWlm/8F8NNHFt0brqeUWoixvB4XkOSS7zQ4GJviKmkHHk1ylIiL8RI7kPNN4hKjY7iEZUa89zElFOSUgQ0DLK6UEHLCbqUUZND0lIhKjWGlQWrJocEhUFTXbCb1XnNP8O/XjxNVsh4iUGYqnzZuMw7a/eF8r2QMNSMdXfGrt+ib4kkpElkM4tN4lTlcmfAqwfrfKQHZ/QxQ9tFocBSBN4vKHQuuyf8ozc/wtyzhJ/ayHhH/T7Xg3X+ZPNFbDnGkVJSOWBaWNhyzGPmLqPcRZdy+tqMVXXKNLd5f+Mm3lWDT775GPNA7P27ts88FvtNUxEWsSAyuLh2wJvDFY58kWWsyAUK0LEC9ud13piuUdNivnh0UeQSJzqerTPJHD53eJVH2oe4bszv7l1BU3O+tH9+2UXVrBg/1mk4IWGqkeUyNw/6/Pfah7jsnhAXGpv6iO2ky2PGAbtZk0+OnsDUU04WLudbY6aWxWDhYFeHyWloIgFBYCBJJSutBa4es2J4XLZO2DCmvDDbYhGYXOiNmMciwjJMxHTKtWOBV7VjdidNXCtm050sVfVBorFeF8QtQ8lEEQ4cNCWnbQU4aswtf4UCwYy/PuwvwRvTVGY+cLkV6rQbPg0j4vXXz2Ktejzu7PLbwaNEmbqE2JSlhERJFqsYRiSSd7SYa/UjvMzgX+y+D0UqeKq9y8ucYX/WIEkEZ7rIhY++yKqUKaAoRUBCmim8ONwUq56K01wUEteHfcpS4r39e2hSzjyzxARFzhkGDn4hIVczy1ORlBjdi1G2KMLi70XSlUyUaCJ0IZWxLDHtOw3ckGR5GRqhKGLMLexriWAsFyIb/HBRQ1VzWmZYpaopIk9akvjQ1pt8Mbiy3Ml+NrjAB3q3+I34cY4HjWXsZcf2aes+/8vrTyMpJV6s8wXjKopUctk9YdB0qmSjiBeOz2BoGX5dpygkLq2dsD1sUyqQmxJqUFIqIKVQqqB54s9vvrbJBVc4V+4c9iinOoonYwYS7/rhl5jmDj11wUc6r/P/bHb5wQABAABJREFUHL+fydiljBTWL895YmuPdWvOS6MNOpbgx+8Pm1xtHpPEGl4iaokf6zzSO0KTc+5P2rg1jwutEV5qEKQaWpUp//Jgg836ROBzKTnK6xzHNY7e+Pam8g/6+P/IvtRsNrly5Qp37tzhj/7RP0qSJEyn02/rio+Pj5c75dXVVb7xjW982+c4VVV/62P+Q6X18fEx9Xr9f1OxjxJNJN5UasyaGZPkKucaY17Y3mJUjcg6dkjTCFGlgluTHlv1CSPTYRpYmFpG317gajEncQ3DyEjlkiTSUNSCepXEZH8LaECVhE/SsWL80CCIdCGDn7s0jZC7sw55IfMgE2Oxx7YOePN4hboeM44crrWOsOSEcSoK0va8Td2IyEuxWz7xxdi6WQ/wE511dwbA2BfirThT0LQc14xZJAZ+JCIXxxVQoeGGS2hHUQpBBdWbtMhlilhBNnLymY5aC0gqLB+ApaWMRuKijktoGz7DyOWh9jGWkrJqzJEpSUtFQDIouBevVK9NQZAbpKoQNdWUEF3K0aSMmhzxQfcN3og3eF/3Dl/zLtHVPA6TBodRgxsjMWq09JSWGdI0QyxN5d6iiyFnIhzcb1Eicqh1OSfOVeZJVfDUt9T5q80FL3lbbJoTnnK2meWO8AMDthIT5AZ+aIgRnlqSZTJBIcQt08IW/mZFBLJHpcYK0JRDPj1/jDP6BFuOiUqNTW3EN6LzvMu9i3/J4PXxKnGqMo9N0kKANlp6wBvhqlhPxBYSkBYypp4yD03evrbLZfuEzyQCSWmqKX/67IvcCVZ4ZbhBUqjcWKzixzovDc7w3139DY7jOtPEYmfaXI4ym2aIqWYYSsbupCm0DEpBlKs8Pz7LO9oPeMJ6gKwXfDG4RI7Mf9H7Ov/t4E/iBwYDU9iyrvZOiHKNewOhek4TFduJq0hQYSmrqyHHaZ3juM7N4QpvW99jz2sSJBpJrtB1fcaBAIbYZkJ+WiDkgpOwRpyreLGxjAZtWwHv7tzjs0cPseqK61+VC8aJwzByOF7U2GxOmQxrSGpBbKrUGiGuGXM8rtMwouXN9ZH+Eb+8+04Ohk1aDV8ALWKFQgbNStEtIXLs2wuCTOc4rnN71sPVY0ahzYvjTYJUI4qEfee0MMpSLtKDTr22pThc55nKoHSr1UBOmiqoqlCOP9o7wlYSGkrIq7MN6prQErStgDDRllhMxUiJQ5F4pUhib1wChpGSfIviWvqWDtL3TTG500TRNKy0IoNV72M9JYg1Ok7ASbVrn0RC0NmpUuHCRHyPlhNTlhK/tX2NopDIMgH4KEuJf/HM/4SxlfL/OPl+yiq+sCwlxokjVPmpwnTi8LJxhroRIVNyuTkgyETcpiKLPyeFimGk3D3q8X9922/zD4KP4r5qLJXTSgqZCpklUdtNadzU+ZT9GIqdIe+bZO2Mhx97wHOd25wkda4HAu/bUEP6rrfcjce5yoq14CCsMw+FwPRiQ6jaJ4nNamdGs0qAa1gRw8hhxVrQskPiTEU2SvJSRpML4lzB1UssLeW/PvOZ5QHlpeAch0EDJfjfAejheR53797lR3/0R3n66afRNI3Pfe5zfOxjHwPg5s2b7Ozs8OyzzwLw7LPP8g/+wT/g5OSElRVxY/7MZz5DvV7n2rVry8f8+3//77/t63zmM59Zfo7v9iMONPZnBrqaUTNFRqiuZASZjuuKiz6MdVJbIch0bDUhSlVmicXIt0kSlSKXeWpll9fHa0KMEOpLAHqRi4s3Tt9CXO5Om6zX5ww9pxJeQF4JGC53h9ybtKmbMdPApCwhjVXilkpWKaqlouTeosOGLUY5k4WNrouUFEUqOV64dJyAoeewUvMIUg0/NTia1MSbVikqZSSsOXN0JceLDKJYQ5LE89GUnKYZsjdriC656bNaW/Bg3CJKBRO4nOlItRRdzTHVDC8wKQsJP9EoMxn0Alkp+dLtS2ytjrkXd2lbAa4Ss2mOeTXY5CHrAEUqWOSmGD0rHhf0EwZZvUJPCkuSqaQcZQ221DGHaZPdqMUb4zVmoUngGVhOQhKrXFodMIks6lqEKucEmU5WKByEDd7RfLD0cE8TC13OljAOtcIoXqsdIlPyurTOvUVXeLEbAopwf96hbkS8s7VNV13QqgV4kUG/vuC9vbsolPyx5qv4hUGOzCh3Kar0pqOsQa4Kq9c0t8mR8QuDO/Eq98Iem+aYP9l5gaJ8O9teW+zh5QLZSPj0a4/gtgPKWBHe4UTlkd4RhpLxtd1zPFXb4d8dPc48MlirLXCUhN/cf5ymGfJY5xBNzrm36GAbCXkh85n5o/xg9yXqcsR0zeZXjt7JOLIxlYxNZ0pb9zHUjFFoC+rbqEeWidjPj9ZfxpFjVrUZeSmzk3YEgKKUOB7XubQ64MBrMFnYlCUYRsaTG/vU1JiXBxvU9Jie4fH10bnlhKntiFhRLxah9nku0+4FXOvNxfjdSBj7Ni03WAadnMxdcWC0QxaRiKzbjVq0TR8/NXD0KvYzsUgLUdhvn/SQAoXSpprMyMwCC03LuXvc5craCVI94Yp7glx5XMe+Tb+x4MFcFOmilMhjlaNBY/n8j7wa07mNpmc4lef1Has7uFrCg1GLLFXf6lJl0VFLlegMWKJkw1iQtk5pW2UpUSCxoU942dvCVhMO/AZxrtAwomURFuJPlpQrQIySc5k41sgSRYBAVAECEclILFnxRfGWQC9JVORKexBVz3HdmYn4VdvncF7HNmNKYBiIdYksQdMO8WJD7F5zlYYb4YUGWarwc4cfYN9rvDURMHJxfcXOsmlJY5X9kyZjJ+Fu3uXdmyLA4eCkSavl8eU7Fzm3NqLn+nS6J8xym/NnBhzfEMLEQoHCgVIS5LFCl1Giks7XNVJH5//yX/4bPuzc4TjX+WJwhTDXqashh3GDHb/Fhj1DrmyfXdNnmtjCMqrkdCyh6H+qv8dLJxtc6QyW2ceeXHC4qDEKREPk6AlBpi+Fd6qUc+A1eG71LqYkInYHeY3dqMXxwl1aqf9TH9+VWOuv//W/zhe+8AW2t7f5yle+wp/6U38KRVH44R/+YRqNBn/xL/5FfvInf5Lf+73f44UXXuDHfuzHePbZZ3nXu94FwIc+9CGuXbvGj/7oj/LKK6/wO7/zO/ydv/N3+Imf+InlWPnHf/zHuXfvHn/zb/5N3nzzTX7u536OX/3VX+XjH//4d/NUlx9FLuMPbCbHdeJM+PZEUIIvBBhOQJ5L7Jy06Rg+1wd9TC1DplzShBxbxKtdqWAEp/g5SQJJFvunjcaMAkmEyJvxEiuYpsLWANA0Q97YX6Nf86hXb7SsGiMLoYREnKtL7vRXds8TZDpNN6QoZMZzUdg7TkCYCjTl0awmPJdISwRdUUioasFWe8KWI8bWF9tD+s0FhpHScCNaZsjtkx6zuS2QnZXIwdAyND1DUkpKTZymDSWnZQRiNKYURImG0wpRDGHIbzZFd1MibmSvTje4E/T5vaPLbGljTCmloQac1YesqAvSUsWUU14KzgECNzkvTL6+uMjfe/An+J9vP81n3nyYg5Mm3sQGCc40p/RaIgHL1tKK76ssSWRFKfGGJ4RYrh4TZhrb0zZvbz3gg70bNPWApi7WEgdxk5oWock5PcMjLlT2/CaGknF32OFzx1ex5ZgfPfd13rd5l7+69Xne49xinDnV85XYUCfoUs6mOuacOhLgETnkSWMXU0oxpYQb0QaPmrv88dbLXDUPOUqb/Jf93+OZzjaXGwMMNeNKc0B/bcpqfcGVC4fYRoJWdTCHQZ311owbwRpr9oyr7QFbzoTz9pCHW0fcG3U4DOucRC5PtXaJUpXJwua3HzzMQ/oxZ9UJfmFwtX5MUUpLId1dr8uDSQtdEbnYklSSRCp3Rl1+YfC+5W74i4srPG7sLsMfLCvheFFb5vCqasH59ph3NrY5bw2xtBRTSZdiR1tLmAYWDT3iyK8vx5an++S2Hiyv5SvdEzbcGa+PVxl4DjUrXtqSXDPmQmPEK8MNxpGDl+q8vSNEomEmWMPHC5ckVinVEs1OyHOZriu6umghJhv7swZbq2PCXOOSM2DFXrDRmBHnCpqTQCGUxEjg1CIx+Zk5DAd1TCuh5YS0rQDPN/nizkXiXGWzM6Xd9MTIuFKln45/RTCCgP/AW0poVRXiUVkueeNklV87eIpXRut4FbZ25lvsjFvLSUZZClW5VOlSOLU25cIqpRmZCLLJFCHiKkWAhHJqH5Koko8KikyucsGFol2WS7xM2Me8xCCuRF9T3yJMNNp2iB/pjH17Gdua59KStZ8nitCRhKYAkLgJ7YbPo/UDwkx09HmmYNoJpp0IW1Ym88Z4ldujHp22yAk2rJT39u7StxY8Ujvkt44fEXnubkkpi1xiSpHGVErSW3amDLwtwaL/9cUj/M7iMU6SOm9MV/n940tsL9qcBDXiQsFWEy7VhhhyxjQS09WGFXHsidjY40gI6V49XGfnSNiO9mcN1moLdDWjbkY0jZDdaZNbRz12p01cLSYvZJ6r3VwCdt6MBe3L26lTyt9ZJf6uOuK9vT1++Id/mNFoRK/X473vfS9f+9rX6PXEov5nfuZnkGWZj33sY8RxzIc//GF+7ud+bvnvFUXhk5/8JH/lr/wVnn32WRzH4S/8hb/A3/t7f2/5mPPnz/OpT32Kj3/84/zTf/pPOXPmDD//8z//v8lDDKBoBWUqgVIwmTnQEBd1Uw9w9ARVKnBtoRQ+DOpCbKDm+KmOrotCs1L3mCcW48gW1gyloFPzib9lv+RqMVGuMQgcsaeR3upMZblkc2XMm4crWHbM/eMOhlEZ9mMVLzSQ5JJ+e77k6OqyGKPuVPvndXfG7ryFWaH+urrPy6MNgkQjiHXmvlmJOMQY1dBS1p0ZXc0jKVTmqUnX8lixF0S5yPZMK+4tQBxrjGMbXc2RrBin4XE0qVEUMsezGidzlyxRUfUMSZL5I+du8fpkjboRoUo5RSnjZ8L/qkgF48QmL2S20+7SCuNU49ppbjPLbW56fZ6fnGUaWUs1brgwkfWcrdUxQSq+t67rsztpUrcjjjzBjLXUFC8z2J81yHOZoeew1ZqgyzkHfp1FYKKqOQ/CDrJUoEkFvcqqVCCxSE2GgcMjjUPCXKdj+rT1gMdb+1y2jolKnY7i4WU6X1xc4Y81XsFWYmpyiCZltJWoGkurIrQiq7OQEzRybod9nnIf8Kxzm44csqgEa5e1Aa/F63y08TLTwuamu84Nf03YcAoZ14i53BwwjFyiXGXNnnNj3Gfba/OD/Ve4H/d4j3uLjuLxPwTvI4kFHjLNFc6ZQy62Rrw43yKVSnazJg9pQ25Fq3xjeJa6IaY/r47W33qtU42GE7IIjaUA6JXhBpvmFT7ovsGnjh/j38lvI0lVGrWQ6dxGVgourgzZnTZZrS/omwtenG/xkHvEVm3C9WF/6Ye+P+xgmzH3J20htrJDoqqIa0rON082q7WQSL+5MegvR6whYnS6CExMXWZuCm+rn+n4ic7L4zOEmYatJcxjk8XERgpUzJVA6DxmOg/2ukLck8qUvoLbm6HLOff9DreGK3Rd4aV39QS3l7BdiFH7IxuH3Ju02R8JXrWs5/gLE0USPuE0El7qg6yOaaas1+fUjJhpaDJb2BSFgiQLf22WKtXhI1+GHHxrjrKmZRwuasSxhtYqWKvN2SsaxKlAicaxiq7nS19xVvmGpSpLuywl8kxBkgtKqtG0LL7OaRGUqszkPJdQ1LcwlZqaMx25HBk1vImNpaekiQolqLrouBVJFPM0U8gy4e1WlBI/NEgTFUkpuL6/WtmkJJJcorSEN7+mR8LaBQRzE91OMYyUPJc5Pm6g6AUfuHSLr2dbNK2InbDNO5v3OUyaPNna41P3HiFZT9FnOmooIadVbrMMuSFRqmJvbA5lpoXNWX3AP7zzA3xg9TZ5IVM3IsJMw9VjdhZt4lzBURPRqasZG/aMPb/JxdaQg7BOXYu4edCn21pg6imD0F0KB4tSYs2eE2QaF9tD3jzpEyUa41iw1U8BRYO8xnbUZRQ5KKEs0Infwcd3VYh/5Vd+5Q/9e9M0+dmf/Vl+9md/9g98zNmzZ/+j0fN/+PH+97+fl1566bt5an/wh1Ri9kLyXELTBJ3K0RLmiSVu5omBqhT0HJ+dseDC5oXEPDJwzRhLS2mZAbuLJi0z5P5I8GRXKzuHl4pisLto4uoJmlywqFiseS6jKAXdms/It3lo7YQb+2IXLshACXkmk2UyEqBX6uxzrji1m3rKZOYwXVist+dYWkpDD3GUhIedA67aR9wOV/js9lViX0cxRGFHKjnfHKPLGXkpo8sZXmogSxWGUxY2rKe2dnn9aA1/aqEYOWbF7VXkElePWW+XnHGnvHayRhAYWI6gBm21J9ye9/AT4buexhabzpQ3H1xgtbnAT3TSQiFKVb65OI8hp0xTm4v2gN8+vEZRSow9mzjUKCIV2cooC4lGI8BoewJYYkQCWRerDHFQlILx3KHfFN7rNWsuQuDlAlPLuNwacBzWsNWEhhmhKzlnalNGsU2Uv5VslZcSD7w2V+on3Cx6fPXkPI+0D2nrQXWgkJaJTTkyV5wTXCVikNfpqzOOsiamnLCdNimQ0aQcU8rZUCc05JgCiWdqd7miifFnjsRJXmNVnbGbNWkrHm05wi8MnrAecMk44qw1EvnEizWMKrN5lljL60GWSkw55WnnPivKAlkqaGqB4BPHlf+7lJgnJrqR0nID/sn2h/ivzn6W+36HP7vxTe5GK8hSyYsHZ5boyaKUeFtvjy/vXUAzMh7tHZGVMi9ON/nS8CKuFvOZ/YewzZjJXNiryhLGoU3LDjnnjmlqAUXpcDfo0Tfm0BWd/DQUB6H5wsa0ErJM/rbs7TAWcJuylPBUg/Ot8dI1oFUiyRV7wVB1aZohJ76LpaVYaspGbUZYqfNNJWNn3IJCojRzHls74M64S6TqSBMdKZXInZzSzjk8afKui/e54Ay5NVxhf9hEVgreffY+O16LrZUxlppyuXbCgVcnDIzlWFkzM842J9wdd5b5u1miEhQyalNYqrp2QNOKeHAiuqmlaKsSZxWFKGSmnhJExhL/6QUGmpbTtTwWicl6fc72uE3HCThKa+L+IAmBVZqLVRmSiCHMKjRmkqgCH1lNxLJMXsYPLoMnYBnOIUm5KPZmhq2lvO3SA24NV5YJSqVaoOo549D+tqKuKGW196520nIV41iCrArCWNsKmKY2K6YnHp9KqIb4ulGksdqdcTRsUOQSr43WcIyEHzrzEqvqjFHusqZPGaY13n/2Dmmh8OX7TyCnIOUIO1ZZkhvCylRooAawoiz4+/f/OO/o7ZCWCu/oPuD16TpRNQVtGiGzxOTWtMeaM2eem+z5TYaBTVKI6zDOFTpNYQkNZJ1FbGBrKdPIomMFFKWYePbtBSt1j52jNqPQ5gc3XxPiQkl0w3tBk/uDCuTxHY6mv+dZ06eZqaII56S5wrFXo25G1LSYOFcw1Yx1ZyaECpmCqoh0kDSXUWRFFLRCZsuZMAwcvMggKVRMJRVKaSti7Nn0bU+oo/UUCRFrtuJ67E0bNJ2QBxMhJJKAMNRRnQjXifB8ISbqmD41TdzMdxYtHCNZdhAgRtu2mhIXKk0lQJMyGorPbyWPLL2BWa5wZm2MLudoUsEL0y1MJWWRGhiKMKzvzRoUhYxrxmy2pvTWPcaxTd+ac+TXyHJZiJ2MkO15W8Q2Vh3NYOYuR4uWnjKKhIDHkDOKQuybRorDljtBrTrjG8O+2HW3LU5mLrouCECxpIEsFMmdmk/bCjhc1FHknDuDrpgmSCVNO8SPhdgsrWwVh2EdVS5wjETsur0ms9CkZ3nC/kWJTMkiNQlSjSRTuT9uL4Vem+aYy+0aNwZ9RrGDLuesmCIv+Ea4ziPWHodpizP6GFuOWVEWaFImvMPkOLII2Dgl6MhSQVwqaFJRdf5qlfIkcZC2cOSYHIm2ErAoNaEaz+u0FY9nndsolPyf6i/hlxqfmj3Jq7MNgkxnERo81jnkm4vz/LnOVwC4l6zwIGijKm8lVn3y5HFsNREhDIXMwHP4lZNnuOKecEEXv/67u3+chiO6Uj8wSFOVlwZnRASmmnMc1ljEBqaaMZi7S6qUbmQiHEAqadYEYvXh1hGX7BOen56jKCXO2FNueyvYaiLgNZ6FYaYiBKLiCae5gl0VYqiUu0pOEBncHXcEPnLqcr4z4MR30ZVcpFhpEWY9FYjLXBFpXkqOrSXsLxo8ubbP88lZTCsRucOJhl2LCSQoF5pAP2oF59eHHAZ12nqwLExlKQ4OPcujrQeEucZ9vyNsjJWnNwp1znbG7C8aJImKZoupVVmIx9w66okDfKZgmCnthr+clC08C0XNKw+vKGgAvbq3DI9R5JKr7RNujlfYqM3QlYxn1h8wS00OxvWlUlpRyuXnKkuWQtA0UVGr/bAAqUhkqVohKEWXnGcK9VqArubYWkqQiqndxfaQrFS4XBvw6t5GRcMSnTdSSShrKHJBlOkoav4t5C/x3xLQqnxpTRcH+XFo0zBCzjsj4RqpHpdHGqqZEiaa+FyFzGjqsrUy5lawyqe9a7yj/YCHzQPSUmGcOpy1Rnx2M0W9qVGq1c49FRzqUjxFlKjkXw3eLQ54uU5cqEwSmzDTWHPmdAxRRO9P2qzV54wih7bpk5UKXTsQfudCZh7VcI2Em3fXUZ2UrZUxfqLznv49LltCQPwb8ZNVPrEMC40PPfEmzzq3kavJwWHSxFQyskhDLaB86y36h358zxfiU7h4FGnoqnhjD6YubStYFp4w1ZjENqaa4eiCtLXwTUwzpW2HFKVMkGjUVLE3SnOZJFfIqhueUpnvVTnHqFJRztXH3Jr0GPgO6805XqLjViKIJFHJM2UJ9Jfk038v+NdiXBYzDm3aNTE+k6rxiJcavLO1zY1wnfPGgOO0gWklhIgbWxLIGGrGPDWJcpX9eR1ZAkMVquKRb2PrKevujGda25w3TjCllGluU1ciHnf3+Ffbz5CVMrYqohk7to+lCSGabSZMI4soEl7QaWhhqBnT1KIsZG6Oe5xtTGjrPrtSk6wUu7qRb4sdpZbTq0aCHSdY/pxUuWB70qKoGNjAcleaVDduWS6IU5VQ09DkXBQeO+f60SpZKqIYd00xufBTnRPPJYw1DD0jqixZV7sn2GrCp4+v8UjzEL2fYSkprhJjyBnnzCEAW9oYRSq5qJ2QI2FWtoSX0w6X9SOmhY1CiS3HLAoTR0qIKkW4QoksFSiUJKUY1+elTFqK72ucu9TkEFuKWVV8drM6+1mLSNHYVKd8pPEqXm7w1aPz9Go+zzVu8sXZVf76rT+Nq8cczOs4RkJRQhiJHOWxZ5NUHtbF2EE1M56o74nnIRW8Fm0ymLvLG7NUdTnDUQ3dTClymbEv4uje3FlFkktMOxH+01KiXgtYrS14pr3NV4YX8DODTx9fExoEJL52fI5FKKZLaaZgWgkSoFV2ubwKhZ8sbM51x8KOpGZMfLGrS1OFaWpRc0Mu1Qb0zQX3Fh2eau8Ke8jkDLNApEFZeooG3Dvu8ujGATfHveX+df+kyaX1AXcOe7RaHgvNIhubuPUQS03ZmTZ5ITvD1ZUTXt9bp+5E7IxbpE2FN05WudgesUjF93Ea59iohdT1iMN5fem5XRaYkuUhpSgkwkD8vJt2yKoz577UFmLQRHRmVO/zc/URbT0gKUR86euTNbJc5sG0JQ4SZkycapSFjKTky32vZaQsfCGa/IErL/PqbIPr+6sUubArWXoq+PiVdfL0F0CcamS5ghcZPNE/IMiEyDMpFD7x6lMgIdKUKMTv5VIcPLQcWS7QdfF+FBxuULScLBbIqzKTyWQFt2IWANyc94V9su3RMkPmiYEXGZxrjqEppj67gxY1LeabJ5v86bMvEuQGg6zONXOfohQBMFo9oVRFBrycilhEqPbFMpSKxO++fA2lLtC+JSLZTBDWVLa9NvePO6x3ZnSriNvzzojfP7yEFxpcXTlhHgtPsKFmdNdm4n4sFTzV2+O5+i3yUsaRYzFJm/W53Bzgn9F5j3MLhRKFgu20x0ksfO9OIyTZ07/NB/2HfXzPF2KBtdTQ9WxJoDKMDEeLsZSUFUfkl6pyjqvHQqqvCo+kVqkLBTTD47Xp+hLdNg5t4lQVhKxUpt+fCtW1lrLhTBnHwuu44njcHXRxrRjXiDHU/C2cnVySpSLLdaXuib2CJLpxL9Vx9ARdznG0mKIqjAUSt4MV8lLCyw2GsYuli4zYNBVZn5qcM49N5ErsAkJQ9mR/n0eaRzzu7rKhjSuiVUhaqoxzl1nu8Ji5i1RJ/QahGAeOQ5tLzSGDyGWzOWWRGNh2jKFmWFqKIgkLTKvhM5k5XA8NWnpIkOoMfIe393dRpDa7XouHe8eoUsHOooWlpYSphqUJn2q/5hGmGgdeE6cW8XDvmLuTDtOFVQWli11ZTYvpGD5+rnPgNchSwc6VtYKDvTbp2owg1pfdh20kwiZUCzgJxBvlXH3EOXPIu9wZN6M12qpPT50vVdzzwmRDnVCTE6aFwVFeZ5o7eLlJgYwpide8LsVMSxtNzsir/383WRFRjrmLIhVs6iOByJSFnzpHIi1VCmTupW3mhcll/Yio1Hgz6fNScJa4EMQeU0355PAJbg5XUJWcsSdycaepugwa8EOjSuERiT1SJRA6PQxcj87wzdk5kkjky4qiUaXjFBJJoCNVIrw3d1dFjF0iI7undCeJINKZaBbPT86y7swqLGfMzWmfWWiKxK5MIU0VmjUBwphH4nldaI24cdIXKms9o2mERJnG0bRWpTiJkaquZYSxzleOzvPRM2/wxniVF0Zb1I2IkW8ThTp6TRwo90ZNkQSWWMzmDpfWTrh71KPRCEQXXQtZqy2YL2xaWxNMLePG3iqqlpMkKo93DriuiD1ft+ZzOBWd54Npiyf7+9zKeiiKgHW8rbtPXxfo228ebeIHIia0BKSquC4POFJJEqscRXWSXKHn+OR2yNG8RhxpUEokmRA4aVJOSw+47a8IDUa1T9aNVFCysreKvqLAhc6IC+6Q39+/SJKp/OqNp4C3DqwbjRk/fe7X+W/u/mmmoSm0KrIQiZ0qqMNIwzAyDDkjQKNneXz13vmKH1kuM8YluSRLVYpUxjCqw1RlcSq/ZdxaFhJl8dY113YC+paA50wq1fnMs5h51hIs8ureBv32nPHCIUsU7k/anG1N+PLoEvcnbYpS4ocvvkCBxN2gK/biDhhToZ6WEcxpqahCIdKS1ssK04dNDnOJ912+w2PuPp8dPMT+TARzPLpxuEzXCzONcSp2u726xyB0aBgRslTS0EMUSQA8bo16bLkT5rlJWqr8s93v48GgRa/pMYlt/vbDv4UiFWhSRlRqvBFsIFPywv4mkaejA1L+/88jBmC9PkOyEoaBzWZtKrq6ShAF8M7WNgCvL9a5c9xFUcSeI441zvdH7AxbBA2N41GDVsPHNWJ0NWerPuHmcIU8EdmadT1Gl3PR2c07DBcO1/pHTGKbphuQFzKWKgqPIhegVqfpSsDxeHufvUCo8I6DOhIsM3BreoSpJKhyTlML8TODtFQ4iuqMIoeZZ1EWEnkmo5vZUqCwPWpjaBnPrm/zsH1IT53jFwbn9IHoggubmhyhU7Ajd7gdCvN5XY/JquebFgqWmpKV4s9r1ow4Ezg5S0s5544ZxQKHF1eqSttMmCSiU04LmUVq8kRrnwdBm9vj7hIcv9Jb8OCkTc0Nl0Sp4Vxg9sJQZ3vWRpYgTxWyUsLQMxw9pUBiFDvszJosPGt5EzTMlDBSqBmCnV13oqWIbbM1ZRjYTBY2l/sD8TzlhDtxn7PGkMv6EbeTVRa5RUPxOcqaNI0DolIhR6Yj++KX4rGTdnjE2CMqNYzKN9iWI4JSJZckakqILceMche/MGgq2fLNqkk5HdmnrUQc5Q5HWQO9+hw9OcDREo70Bvf8Ll3LR5YKvNTgA5u3+eZgiygRFphT2xrAApMzzSkH8zppqmIZCR/ZvMEv330HhpYxD0yiQBeWM8RIEAlkBUw3JqlGm5JUYrsxUaiTlzKBb+DWIoLAwLFiFEnE2Q0iVwikIpGsJEkleXW4VJQSWSoZB9YyC/tu0cU2UooSPnjmFvf9DnGVJpRU3aQsFyhygWuJw/BxInjWx7Ma9RVBRDrbH9GzPL5x+7w4OKgahRmjqDk74xZZoDJNHXqOLwh48zquE1GWEifjOmUmLyP7skJhozNjHhkYarZ8DjUzZpaYXGsd80Jyhvet3sXPDD5/cplNd4Klp/iBwGBSdV+nIiyorEKqiCuczBziVCScrdYX1DoR9ycd4lSstb452mKwcKlZkRBiJQp2lVV9ek2fcqwLpSDMNJ4fbJEVMr2ax27YBqlEQSiZt0dtuhdT5pEpfMZVO5bnErou/MtlIYRifq7jajHTxKbXXjAPzEpA9laVzTMFqVrT5Zm87OhlWSi4KcXu93RHnCUKB5MGG86UruHhqDHXi1XSWBV4zqo7LwuJ4cwlrSZfSapyfW+Nj1y5TssI+EDzBp8eP8qzzbvU1Zjz60PuBavoMxVJXMJCQV0imvccUMA6lglbEmkhgmDOuWMB/ck0VKmgZQY0tZCdRYs4V3n7yi4HQQNZKthbNHn36n0WqYmpZMss999bXOFGp8/xWDDF33Z2F1sVfOumLCZ6aakyzR3mmSV42bGKeiwmI99pR/xds6b/f+3j2KuxM26x8E2iXOM4qBGklbqXArnapq+a80rRKGLPdD3DS8TjanpMPtMYntTZOW4zWdiYSkqWC8+cLIv9br1K8/AToUa9O+6S5goPtU5omNGSpFSU0hKbKYhHEbfmK2SlQlYo+KmOHwvLQFbIS2qWIees6nOuOMc4akxNjTlZuMvx9mm3U5biYrzSG/Ce9fu8v3GDtuqRIzPOHXbTDovCWhbhk9zl67MLbBljXl5sIlUHAFtN6FsLLDUlyHTCTCPMNS7WhzzUOaEoJW5M+riauHnKUslKe84TKwdEuSbEUYXMvVmH3z+6yN6iiaVlrDgeNStmGAqU33Tm0LYCThbizVlmMvlCYzRxmcycKiy9JIw0tmoTZEpunqwIT2qi0G76y5uh5iZYaoprxegVwGOysMVBQsswjZR3tB7wTOM+q+qUINe5Fa4yyl1MKeWCcUxTCVhVpywqVbQjnYJaCmw55nbY5434DKPc5bVkjajUOMhr1eM1VpQFOmIk3FPmaOTkyCwKi2luk6AwzsU4Oy1VwdZOVgmq0XVaKtyZdpdpXneOu2iS8Gae3iwPJg1mvsXUswkDnd1JkzRVyVKFp/t7rOkzVKVgPLeXBVEwh4WoRpJP72RUO/tiqcx1nAhZFT55WSqpuSGP9w6pG8Ly9YP9V/BivUqQEjf204mDLBcsQkNYZKoOKitkHD1hrbYgzDXeHK4IK14puiutyvNVlQJdzUhzma8enCPJFGwz5oI7xDVjVKngxd0zlInMhfUh6805Dw47KIpQJ7dWFjy0dYSXilCV9fpciNgWNnkqMnuLTKbIZI6jGo+1Dniyd8DBtI6pp3ScgFloCqShFmBoGa9MNogLlShTefFwk0VoLK91+HYtjmEm1Z5UFGdFzUkzhZlnMfQc8f5wPep2hCKVHIwbRKFOywxF4ZVFN53nQsD5rQdMQ8s4mNYZTGqkqcrIt0UnXkjoWrYsvMe5TphoRIkmVM1SiWFkJIk4+OSZTOQZ7C2aGKf2vVQlXBgkgUbs60v3BYjxc1lKyEoFLslkslgRh+NEiOtktVi+R7NUYZ6IhDRZEvYttWJog/A2S5Wq+/Qai0ONIpeYZwavD9eY5YLl/+8On+C3bl7j/l4POZIJNt5auEql6IalSnSjJGAOS0pf5Zt7m1z31hkntnCJZCpJoTBPTL56dHbJcN/22hRIZKWYRIS5hp/rbM+F0CqPVPJQYX+7S6fpoWoiqtRSUt7r3kKpJk4Au2kbP9d57WRNfI/fZZ36nu+I80JIyFVVsJsLTXh1F6mJIWdMMqEGXaQm79m6zxfuXaLMJVwnYurZaFouPGdqCalEoxtwrXuMIedLJWOeKVhKyrbXpqbH1Kr97mZzyjQSQQId0+de1BFjMytCAtbqEapcsEgMDud1dDXnyd4+WSEvYfmSVC6D5P3MWNoJLCXlKKqL768UYrSkBMtIaBohSaHQt+ZctY8wpZSiEhSZFe85KRWiXAhipoXNc81b2HLMi8fP8tjKATuLNrPEIlMTprHFGXfKsLoI41wlyHROFmJU/cLBJi0npOv67AxbuFrC7qSJJJVLgZxtJDSsgLKUMBUx1j2F0nfaHsPAZjG1qTVFDnS6MDi3OuJkIURDUaiTRRovHW6gKgX9xkLQjXwdVcnR9AzXjAlljf1Zg9nMRjdTsZLQhFI+L2Radshr83Weauxywxfknfc13qRAZlWdVV1rKnjWuY0ppUtRVVrobCc9LponNBWfRW7xufHDtPWAnr5gnpnUVcHLbqsex2mDrirU9R3VY56bNJUAnZx5YXKUNagrEa8EW9z2V1A6BU0l4CHjkChVOQlE9N9/9fjv8fXZeZ7pbPMb08fF+FLLaFgRe8ctZFXE4Nl2TBKpfP7uZb5mna1AEOVSMCKrInazKESM4ekN/1QJqyhFFYMpOmNTE53iIjD5+t5Zskxm32zgKAlKtWM2jBRFKlGVAj/WK2VwJvzzlXAoTQWoZhpZfM0/V6mB6yhKVj0HYa3xI52mE5JkAm5zeWXANLK4s+jRtz1evX+GMpXR6jFPtXf5NzeeFOQzBGFOkQtxgNRSZEq8xKBlh3ieiawVlLm0pExt2GI69tpoDV3NOduYsEhNklTljeNVvLbBB1Zvo8k5v3rrKVRV6EyAb29zqs741O8rV3qPYikGE8UySjSuH69iaBn92oK0UGjXfUZTl7QQ4A7U03AGUV1UtViOhMXPSWAsi1Rarl0UNSeMtOWN/y+//ufIMrnKCy7eKqhKSU6BqpV0mh7r7oxZanLeGeH55hKLeXpPO+16Bca3QNUykkijjIVCqqhWXhjivVdUgBLLjvEzHVeJaaghG40Zu5MmWaqQZzKqnn+b6EtMZsTP5s1xn0e7h/z3L30/5chATiRKvUTuxlhn5zhGgn+4gpxUe2IZ5KQEGQqgUCWar6nMn1X5wq3LfPzpz3E36rFqLvjdB5e50B2R5Qonc0El7NsL2nrASSQ0Q4dhA13OOFObipqg5swnNqqdcHLSYG11gqFkvK9xC5mickwI/v2doI+lpMyPakiZhEKFn/8OiR7f84W4ZQfUGgJv56gJjppwGNRJC4V5ZpGWMpvmBFtJcJWIL3AJSRE3FkUR47LJwka2Mtotnyd7+8SFwnFUQ5ELNFMoH/eDBvPIpO8u2J02eaR3RIFEoin4mc45d8TAcLnaOMFRYo6rpb5SqQxVJRdgemPOyLVR5YJJbBNnKodBnS13QlIo7MdNOpoAFYwih6KQcJwIQ8soSx1NKUgKhThXGUQumpsxzkV+7ao2w5ZjNrUR49wlR+aIBkFhEBUaMgW2kXAc1FmxF8wTk9vDLmmq4FfTgdOowyjTlsCEh1eOuTvucjSuU3dDepbHieeSFfIyyB1gGgnwRk2PONcYM/UsDF3smY+nNZxGiO+b9NpzYjvmwXGHIquUklohOppCxrYjjmc1TD2l1hCRc3U7YuZbZJnMStODhkgtcvWEhh7SMXyBU1SFoOPXHjyBpWX82NmvEBQGjjoX2cdywHbaQ6HALwySVCBIr4cb1JQIWSrY0CbU5JBVdUZnxaMpB0t/dI7M/bjHpj7ClmN2ki6uEnGYtjirD3k93KSrLVAQ1TEpFT5Qu85V85BXg01ams9T1jaP9o64MezjGAnbUZfHavtMUgdNzbGNhB/afJmnrG3+6vRHqomIyAf2ZYFYDDwDwxK7PdNKiGN1GTEoSyVZonybveb0WrfslKYVkhUys9BkNndQ1BzXTlDMkihVuT3vMVtYaHpGFAlB0Wm4QlFIy+ADRSnQ9YKikDiYNEgrqtOFrRFhqjEPTBwrJoh0VLUiThUyHScgylRcNcZ0Umaxxff3b3LzZIUkVnl844Bf/cY7kCwRSJ+lCrWmsHJdbZzw0nBDvD9mDs1ayEZvynDhEAVCCNlvzxnFDu9t36G76fGJe29jkZqMA4s8l2i64n5xy1uhY/hstSfcuruG6qbkmSwETd9SjMtSosjF63q6t48rjGSZS8skpTyXCQuN3BV55y0zxO6lzCJTxLHGuvAeZ2KEnMQKhpkIb69UoqoIO6YplNynY+KikJYj5SQTP+c0UdGNbGmhPFVdFwVs1qbcGXex9JQbg77o4KqRsayKkAo/MIRWIJXR9IxWLSAyhNpeUQvioDqUVBATuWpIskzBUDKCQmc/anKuNkKRC+4NOhWJUCjNT6cwRSFxrjNeTv10OcOyE/xEobUyp25GOFpCx/CZxDY3mj2kQkJflCIasZrplqqwNUkFFL5G98yUnbhNVih8+eA8ka+TtWX+i4vf5OuTc9wdiwSl069bq2Jxj+IaF5ojupaPKovr0TUFtOPgsMV/9+7fYFMT2QU6wjWxm3RIS5kwF6+JHEnLTv07nU1/zxfiruVj6Bp1PeKiLXaDk9hmkRicxC6mkvKNyTkWiUGYauJNOncYT10urZ0QZRoHoc7W6pgNZ8YiM2hoIZkqdsWWlpJWY6GO7RNmGudbY5JCqE1VWZz2jqI6UfbW6FGTCgaxi60mS4hHmKq8PBWggkUsRmB+FRIPlZ9USUWEW2wz8BxUNcfzTILTvY0lxAhhqnG1ccKqNhN7Sk3sMxw5ZlqIKUBH8ZbxfrYcs5d0cLWEcWjjpwINmecyZSETVQrv107W6Lo+hpJxf9CmWQuZeUJQsdqdMfUt9v2G2DHr6TLXOI1F4IYK3J+22azPuLZ6RFYq7E6blKVIbmk3PTS5wMsVHCdiPhI0K9VKyVGo2dEyZ1mudpNeZCDLp+AEAWrPTn8mpkhOmqWWIAlVqwFTy5hHxjLq8DTT+M14HVNOseWYeWHxmn+OjzReo2aF1GVRiNNSQaFEJxfJS0BOxLo6Q6HEL4zq56yyos0JCp0XZluc7Q05SWt8n3uDRWHRVjymuU1TjnD0Y9a1CaaUUpNSfrD7Msfhc0SZymd3r/Ls+jZ/pv0NNq5M+K2TR/ny6BJ3rBVsU1w7i2oXbjsRZxozuqbHljVhnDocBA2uH/aXxLWsFDm0SCVFLpJ7NlozWpXNI8o1DqbtarQprr2wug7LUlxfjh0Txprwlqo5SgWJOO0ET8VBcaSRZ2KcLiklmp6xt2hiqhmN1hQ/1ZcWvdMbY1bIrLszBpHLx9Ze5NcP38Yv3HyWM+0pB9M6L9w+Jx6fyNS7Pis1j51hi/eevcc0sThbn3B73EXXxeF2kRlYRkIcaUJLUa17hmmNrw7Pc7EtfMVNOyTSchpGxJo95+6sy/XjVVbqHs3+Ak3NCWJdfB6o5qPS8lo8/R6SRF4K4iSprMRcErqecbE94v6kTZyoWEZKw4pYdRciZa2QiSukrqwUpLEqfgaVfSmJhZ2v6/ocZWKScBo2UVYj0roVEcT6EgYiy5ClIvFMrTzFNVUcflwjWdq4xHUgqIElYl2RJiq6nQj7mSaS3IBqJyyJw7EkCrCsCI2Bpuacc8Y01IDfGjxMEBmc745Ya83ZcGYMQpdJZLHieNw66iFJMIks8kJmNHbZuDLjRy9/g//x5jM8u3qfVX3Oy/MzHAZ1ZrFJ++kT/M8KLYuciAIMoC9Kwo5MKUPzVRXjXMZ9v0NNi+nXFsx2GuSlzGuLDdatOcdmTYyscxU/0wlSjb69oGP6rBgLMCDKV+jVPLzYoG5GzG2TvPp5K1VHPC0shpnLWXPML7zybqRU+vbiq3xnHfH3/I7YVhIGoejOTvfB7+vcJs0Vjvw680TgHQ/GDUDsg2t2jO1EPNPZ5owr0IoXaiM0OcdREupqRIHEw50jwlRbhgl0TZ+8kAkzjaxQBK86tKnpEVEmvKz3Fh3ued3Ku5rR1X2OFjVmoYmlZYKhLBWYqoCzW3q6FMMczWsMI5cHszaGkqFIJYuJTeGr5JlMOjfYqk9Ic0UALYwJJ1kdTcqqUUpGUipMc4dR7jIvRMjBOHeoKxG/N7hCgYQXGkx8ATyxzQTTElxfx0zQVbH33R62MU1BPkpDISCahya6mi+h/opcsNmcYlQ3ZVPNWHXm9F2P48DFTw1cNSbJBCzAMhJ0JWfk2YSBQZKqtFfmWI2ITt2n21qwCASk/fSmbaoZXdfHMQQ+T1UFMOG0Q5Ap2fOaJLnCNLI48BrMEoue5ZNlitgNy8K+9enpo3xheoVNbURTCbiiH/Eu9y5NOWBLnVCTIzpySE0WlKp5YTIvjeVNeFHFEcaFRk0OaaseTcUnLRXe3bpLTQn5q90vsK4E+IWBI2VsqjPSUl7i8QCCUuUh/Yg/vf4Cx+M604HL5x9c4p8ffR9Pm9s82dxjd97gm8ebtJ2Ah7vHnOlOKUp4tHfEf735Gf5s7xvYcsJRWOOH+i9UI2qZbs1f+l/X23MsO156fPc9EQl4b9hZcpM1Pas8smK/qKoFSa7g+SZpolbAiJI0V4hjddn9nRZkw0wxrBRFy0UuuCKADx/o3wKEOE+SSjZbU5EEpIjrZ3vapqZFHKZNjhY1JAkeDFpiulKA0wvYODOmZYfIlPQaHoPY5TiscW8qCFkbjZnYf8Yas4W9RD12bZ8bx6v8u+1H2Tlp42ox79u8S92IcMyEE8/lMKgLxnUmqG1axVvfak3oND1Mq0JIStUBGJY77+WN+HQsWUrkucRjK4eEmegq80xhNrU5mtbYnTbJC5m1+nypgC5LlhMNRREjYhB75FkoOmhdF/edshAH0NXmfHmQOdVMpLEqhGVAVokp3xivkmWKIE9NTWJfR9UyVC2vyHzKMhCkKCQRqzhpLMfPSCWqmYpYxerPp7vsrutjyCm7URtTEx7y7VGbg3GDw6BO357z7tX7qJL4nhpuKEBIiphu7PpN7gQrGFrGjt/mureGqaTYasKj7SMUqVy+vM5JvnzPiGCIEjkDJBgtHG4OV3CUhP1ZgzNXTniytcdrJ2t86vVHORo06No+upIRZyofXLvJM61tVgyPaSpEVwBDzxGTIjXl4499jiv6MQqFSF4rFd6IN7DlhK+MLwg2fyoh5dXGQn6rY/9PfXzPF+KkUKlVYqK0VEhLhVkuqEUijUbwcfvNBQ1DKCzXanPesbrLLLNw1Jg1Z44q57Q1n5oWERcqXd3n7qyLpaXoFQ3JSw3iXGGeGBwHLnkhi3i7TCcrhUfNVIR5PCtlZonFMHHEKbiQSHJlGVLdNgWqL8tlsW+rCFJeYpDlMkeLGnkpYboJejOGQkLShcIWWJ7chmmNtFSJSo1FbmHK6fK1WeQWQWHQUxfkpSyk+aYngihSBa8StelqRssOmfvmMjNW03Ie6p6w2pxj1yNqbrg8rfdtwYS+3BwgSyV1M0KWC6ahiS7nTCILP9Z5MGrx0sEZejVf3GAqelNRyJSFeA66mrPVnjDxBF50tTkXN6eKOV2UEnUjYrM2RVNzalZMywyrvN+EKFcJUo1h6C7DAwCu1Q/5sYe+yoY2ZlHtbp90d/jPut8kLRWCwkCTMq4Zh9hyyrysXldElrItx6yqC4pSxqk8xkKQpXPBOGY37dBTxH64KGXeb9/ksjZikFtEpQiMSEuZcSUIk6WCphyhUDLKHaJS5d32XT7+5OewmhGuFXNz3GNemLzNfiD87ZWy/VrtkMuNAU1LHBBMOeUobfKFwWVaeogjJ5zrjpEkAUTRdCFa8xOdlh1i6ykj32Y0Fyrf02IKCB9xLi9v5hc6I5JTOEQF+vjWkJHyWw5JAP36gqsrJzhWwtvW93jPxn365oKDuIGhZjTdENsQqvy15pwSmHkWklRye9TjtrfCRmNGsDBIPZ3zrRGak6KrGU0zJK2KTpIrHC7qBKlWqXNl0WnlQjQmRsYFrhNxd9AliVXiWIAlbk97qJIAobytt0dZSkL8lguSlCIXYiJUjTF/YOM6G40ZWnW4kCTEmFgpvu33slxUjOiS9facA78h4v0q7COSKI792mK5395sTmk1fGS55OH+kRBeVh7kstKCXGwPl8VWNzIUtWC9PePj5z7DIjSrLOMKoWlk4nuXSlY7MxSlYOqJIIzdaRMyGUkpMaqinqbKMuhGUcQIXtGKKv9YEmE3Euh6jmpkWHYMpcB+Bp7B/YMuL0/OsGmORXpUrBJ5BlmisH3U4ZXjDT774CpHvohM9UKDBwOx/ikymdv7K1yf9PnBc69xf9LmmnvIQ86xCNPxm5ypTZHfO6GUIGwrqCFQQtyURUJTIkbW6tdrfGjrTXaClvg6sQB9+IGBVYspfKGkvjvpsO7OkCn57aNrNLUALzX42sE58e+OXZJM4cfWv8w1c1+8RqWKX2q8mawRFDqGnPLGrTPIoYycVB5n+I6pWvB/gNF0kOk4doappGhSjq3EfGVykbFnM48MrvUEMWXdnXEc1NDlnEVioMsZfq4TZDpxprJqLvByA00qCHONN8arXGmdEGQ6q+aCG7M++4sGTSvkcCYA95ixEI5UI+WuVXDg1WlbAcPAIc0UobxTChG6HgpcoaFmTGMLSxPAg4YTLkPUV505liq61bvjDrom3kCnuyJTSZHNknlsYisxbcWrcI0SOTJ5KTPJHGw5IUXBkFNMKWU3bUMpkZXixqVquehOZHEI0BRx09mdNDH1lF5NmPY3nNnyxrtVO+GcPWI/apIUKkkhTuN5BZivGQmvD1apm7EQXixMikRhr1J31mohW7WJYHjrKY6RcDSuEzlChT71LRwzYZoJTm6SVf5hSkaRCMRomsK/3LVF4o8qF2S5TFiKcIP39O9xzT7gsnHEIBMWmaAweNLcISq1yntbLBXlGoUI1ABsSbzW49xlVZmhVV7iU41kWiqkKFXog0iTOv3/CTJ5IahZP9L6Ommp0JBTbDKCQq2gITnj3EaX8qUH+CPODd44u8GX9s9zoTXmnx9+H6PIwYtFtKbaFMr/L+1coOkGPLt2j68HF/n08TWCVOPF4zO0dZ+6Loq0H+uYeoqtpwSJhp8IeI0QGVHtG9+CVShqLjqpqjDvz+vEqcpK3WPhiT3x6fWXVyKhU+Vwv7EgzlQeax3wztY2XxlfoEBcK7uLppjohAbv3NhhlphcdId8euchykIirmIGXx+scqUzoEwUNDfh7rhLFqvMS4srnQFxrrI/axDHKpaZ4kc63ZovvM1qRqjl6Fa8tH2BOFzIcomuC1uRl+jcmq/QszwWqUmai46w7kQiNzkVB+Uo0sjrMr8dPsxo6mKYKZdXBksQTZoqS3jGKYby9HWLc4VFaAqvcCEAGLImns8sNqnrwjaV5AqyVHK2M+H2qLcUSZ06Ino1j5oW86fOv8onbr9tKXqy1JQve1cIAx3D/JaJkCyKbImIL9WUnGlgIVcH+7ku7IJ+YCBXwRFlJlfjdG2p0YjR6LUXjGcOJULdXZQSgWdUXXHVmVfTEVMSYsL5wqYooUgUkUvsCRhJmioUqUyU6chawdGkRpnKlLJYHd32VghDnd8+vIahZjzSPORrx+fQlRzfN3FsCakUQI9cF6EQhSqwl2pYQgS/ceMJ3nZ2l/ecucciNdnx29SciIYV0ewNuDPq4k8tVtbu80vX38F7zt/jjt/j7rhLcLPJbbOBsebzN69+mo7iLd/rp9bPF72ztLSAT9x+G7L3H0Cly++8G4b/AxTiuh6yyFpCqKMIMMbtUQ9TT5dj1KRQ0ZWcjumTFQoGAhoQZSI71dFiDDklzixUJeUbexe52j3BVROaWsgwdoUApoKkC9ar8Fe6NY+mHhLlKqqcs+ouOFzUxe40F+H2LSdk/7DF6uoURxP2mzujrlA/5jKxmhOGOlGssSO1WHdndIyAA13cFE8zUXVddNyyJEZ1q+oMgE1txL1khajQqCkh/Uq0BaJbmxcWv338CLIiBGLNesDMs4Sgxhfj66T6fhq26D43rQlpKfbgY82mqYdcdAZ0VY/9qLnMfpWlkkWso6uCpaspuYjtG3SE7cDK0PWMhhOiSCU1LcI1xHMbLFzqbojnm2w2pySZwtw3udIfLNNTZKlkGls0jZDCEYr4OFeEDUUpCFONJ1YO2PFazCOT729cR6FkUamW40JjXZswL0wUqcCWUnQKpoVFURXaqFQFXa0UBfNevMK+3OI91h2hPi8VbDkDArazDvPcZFFYdBTxM1Ak8fVMKaWl+USlwmPmLlEpo0gl21mHtuLRJMGUUm4lfc7pQ4pSZr8w+ZHOV3jYPuQTe08x8sSI1TYSilxMVq57a2SpgqHk/Nr+21h3Zmwfd1jrzPADg/t+hyDTMa1kKYRytISTqbt8nwj2eUYQ6UC5HOMW+WnnJWD984UAiqSOwDmu1gW8YW/aABU0PUNVClQlx9ESQknj/83enwbbkqVnmeDja/nse977zPfcMe6NiIyMyEGRmRoTCQQCMQiKsRFd1WY0VGE0WI8/KMMwrLvNaFSAUWDG2AYlqlRGGaOBkERJSGQqpcxUZkZGZMzTnc490z5nz9tn9+X9Y/n2cwNkkPzoH52Nm12L4Zx7hj34t77ve9/nDQuHt9KWnuYowdGsR5ZatIJEW5ZEwThqNyjCIjUpUhPLy3HMkqS0eOHuE5apy+mkS7evhXemoQ8hnp0ThQ6mTFCbPXMpWKd2A7XJc9n8foZQzQj4aNIDYBF6VH2Dj/dOeOANWMUuUWpjyZJMmfW4XRJlFkWxCV6o+OBipK1KUiGE7rzzXBdyzdiWdAItJMwzE69OIEpTUzs57FyPz4ViMm8hpCLwUnBgu71mFnnab1trGyahz9F40Ii4hFRUyuCDOg1I5YJCar2E4+Zkmf73T+0/QWHwZKU7fduosGWJdK8yuqk0yEPYZYPiNSQ1VEQ0THNRHzAEoITR4B0rNCr1envGq6tDDlszjiddhIRSXonXqkKQK0vbs+pDbFlHr2Jou+Fv2nuPR/0+uRJQmIyTNiM/5I2H+1zbnbH4wYTy5/tsflBd9AwMVSFy3Rm3v+rx6ZeO+Mm3P0e2dOhsrZFCkSvBa/evsbOzIHEt7q9HYFQ8CXvcPx3huDkvfs8H+GbOH9n+Mr7QdWNzlRi8n+5y053w17/yG5FzE6GMq41E/WAY/866+D90fcePpl2RUyhBy9I398fpAMss2Qo0ZnFas5I3ubYbxKQW9ig6tg4QeBQNEIbii8e6CKvK4P2lRppt4vV22itaVsrHds7otjQIoVCCtyfbHNe7SVUZOKYeF3UDPUK9WLSwfX3TLyrBedTS4RReylZ/RZJpsYXr6C5mHLW5qCX3u+0Vo1bIqBPScjWn2pUFpqHYMpdNZ1UiSCoLiU4KkVQEIsUVOYFIWaQuo44WYW08ofMaFLK5tusuWFDx/mqbaeajKsFhMKOoBOvC4Y1wn4erAdfb00ah7FoFttTZwZ6Zc7rsYFklrVbCVn/FoBXhmgUdJ+Eo7GOLkjCz2emsWK09hr01Qyfkk1snfHzvlJ6to/NyJXDNnI6TMHTCBqjiW7qbDmy9cz6NdATmD+6/z0XRocTgOB8gUTzjnLFlLsmRBEamU6Tqzvis7LKsHDIkSWVxVnY4yodEymZR295so2SuXJJ6xzuoT86LwufQmpBVki25rHfCOVvmin+2+C4kiqlyawymZEtErJTVvGYDI8MXOdOyxVz5/GjrTT6/8wFSKrba6waeEhcW80zzjD/WP8MwKg68OQejOXFu0etokd401gXUkQV3ulpg5ro5vXbMd994SDeIm3XGxge7uaSpd4e+m2E7OWZtBxsGEZ6Z03Vi7o4u8d2UYSviVn/Ks4MLXKlDGha5q2lDhcnjaZ8ksul1Iu4OL/j07hOeD07JSskvvPG8Di+IpLYbVWBKbX+LC81GFlJx0F3Q92MOvDnPds/Zba30Y1ELyoRR0a674DByiCNHJzqldgPIyDOzGVurOizhaNbj1dk17nQnjWVoMwIGsGvCVMdPMAwa33aemYRrF1Er101TMeyvGy91UacmAWSZ3qVbVslLeyd8ZvcxcWqTlRLfT6mUwTp0NXazlFzvzvmuW48bPnscOahckKVaBFc+tbctClkTseRH0JZVBU/WPb51ut+AKZLM4mzeqb2+ZaNzME1tL2r+aZUEnmaYJ4XZWJuox9+i4SFUGOhJwNuTbXpWxJZdd5GFbPbYVR3TWJUGlJqPX5XGR/ztVWVwnna4071kFbts+ytOow7vnuwgzIqjJ0P+9kv/E8pCc8RLnlIpawZ1JQzcqeKN1T6fODiGCpZnbZbv9zmfdqAQ/PiNr7E7WLLlrvmxe69rgayo+L+88Av8yYNf5I9sfxnXyLEp8UWKa+ip6lnRY1F65JVELE2MUhdhUdZFWNU/C7pD/3au7/iOWBoVIyckKS2+Mr/NWxc7ZJlJXOewxplFbxA3lp++E7HIPNLSZM/X3cxFotXVXz8/5Lcevs2TpMd7s21sWbLMXK2iVoK2kzTs2Dv9S16LD7BFiRQV02XAlIBuS2eaZqVmTavKIIssRlsrSqWFIabUfyewM6TQXkzXzfGdDKdWJ65yh6QwudWZUlSCCQGOLLBFwcDWN98vrp/jwJ6RmDOGT42oqQQr5ZJXkq3a5+qaBTv+ikfLPlkhiRKbnd6Ky1VAx08Y+SHzxMO3cpLSZJ562FJ/L4ecUDi8MtU324tph5Npl0EnxKotAIZQLFJXWzacjO8aHVFUkncX202HFhcWfSciKS2uteeEucP17ane8VNxHHW51xkzTtuYsqwTU/REIC4tuk5MUlr4Zoag4kFtzE9Lk21/xZ69YFq06jdVxnV7qkf2laAtEh3ZKDXy86Y5ITIcAiPjw1zHfHZEwrvJHl0Zc2hPmCuPrJK4hmKlbJJKF9LnnFN2zQVbMm4Y1V+Jb/NBussry+sceHM+zLZ5kg152b/Pi/YpOYJx2WK77qLPyg4XRYcvL++wZa8JfYd77inXe9ewRcHReMCgt+Z03uHju6cA/MrxLSrgdblPlFusIod+O+L+bKhv9qnJkeqRtDVs5bt2nzBJNSs9ySyS2Eaa6spCU0MmQGdgt+yUSewz9CLtyc88wtxmmbo4suD54Zh55uGaOY9Wfeahh1JX9pn52tOivCDj46NTJmlAUlr8w+nLrGMHMu3F9ba137ztJ6xitzl0rNYeZaZDW7JCchT1GTlrfdjztALYNHVU4cCLSHOTohB4bk6Fjvo0TUWR1/tWs6z9rZKyHv2ezjv80PZ7XA4D5onHdOnrPXF9ALrXHfP2bBffTVmu/OY+s7EMbWAYZY2C3OyKVWXUO2Oa0eyjZZ+WXcfouTH3+mO++vgmVaWL58mky6UdcG/rgntbFxSV4O0nu7Xa3aDKBFWtRi9ziVET2qo67vDp1KakZk9X0CilG7FX/XNuDmBFHY+6+byi5oRHqU1ZaB+xMCocN2tU4kJUuqhWBmHsMM0DDtx5U4SpdACCsEtUKnVUo6WoCqFpWfXPIaWiyCSTVD+2hlGxylx2/BXHoovn5kS4Oob02YLe6yaIq85T2QYiqzBUhTINXv255/mr/9Xf5YeHb/O33v8BZk+6iLGLuZ2wY835fYev8Dff+Dz/9Qtf4vde/yb7d+bsmnPKSmDVKWyWcSUKOyoGfJDusG0t+dL8GYwKRAGl3TTn+ufhCjry7Vzf8YX4PGlz2Ep4bbLPItLjTM/RYHQw+N5rD+lZEUdxn2Wm+cx9J2KS6JvEvrdglvo8Xva50Z3RkinvTHd0lrFQ+GbGItfh57YsmYY62UNVBrdGE3xTqzB9N2Ovs+Rs1eaDsy2dKlR3K0E3wZTaNrGSDnvBkqjO9j2a9wAtmCrq8IMtP+R01SHJTc6tNnu+tp707YiLpMU4bvO54UMco0CimCufs7xHUllc5m26ZkSqLMpK8G6yx+N4wNANebgYaICIk5MIjQLd7lTsB3rEPQ5bbPsrosKmZaesc4cnVY/3JltY9eFhoyD33YxbnSknod6TXixaXB/NOFl22G2v6JgJp0mXwMqIcou4sEgLk7VwMIXi070jxlmbVy4Pa5KRjprbYD0BdoMVF3FAmNn4ZoZvZrTNFEcWnMVtbnWmLHOXjpU0e95nnDPySqdXCUOR1V1oUv9zUrTYNldk9bBIUjEtWtx1zjjO+1yzJ0TKwTdS2iLhomwzFLG2o5UadZkj2DVXPMx7rJRHIFJ6MuKuc0aiLPbtGT91/N08mXd5decah96Mj/knRMrhwlwzLVpa6W5U/PjoywRGxuvpNVwjp2fHfLgYEgQJnxidYImSaebz8rUjXh/rSLm01AWh345o2RmzepxsOzqXdpk4gMPQDRk6IZM6U3VDP9pcGyzijeGMwEqxZck41Ja7ZeYyjz06bsLADTlaamzguE5tynNZAylq24288iz3/JiHq0Fj59N8ZgvDKzWxKTWpUg30eD/aohSa3LU3XNBzY6axT1ZIFAZvzvfq90dJogRJbONaRR16r7Q/WSg9yjbLmrusKAuhLVeqxjPm2r6jlMGvTm5zGMz5RP+YfxG+qFdMbqoPmUmLdWp/JBVN1AcNVUqkzOvHWBeSXiciSjVwYzPq3/h/J4sA0avo+Am+mfGNk8OGplXkJqo0SHKbadtnEesVUbcT6cSlRBcgVQikWaAKSVWP2w1ZUWYSQ9ZErDrlShPIrnzGhpNTlnpCIGvEaVEI8sTE9nNEDfSI1g6WU9TAkg0hS9UHLC0g2+gDNr/j5zr3WSm3od5ZsmSVaOJamHjNGLzaEN6qulhX2s+sKj3t+qHD93l1co0dUdAOEgZ+zPffeo1/G93lT/3AL/CT7/7WhjlNRbObraRBJcE/qzgrutyzz/h/feyf8n8I/zBFJvmRu2/zdnzAT731GarKoCUTnnNOUJXQe+CnRK2WoUgqyfvZLo/SESNrxbp0+dX7dzAK3Q1vOt+NCM/YoDe/TcHWd3whTkuTaaazcQ2jaqhWpjT50cM32bPmRMphmgVMVMA6d+jYGgC+UdieRy2ud2bc8KeM87ZWYJeSg2BBz4pZFg6F0PaoQmk1tGlokY8ttGWj58X07JjHRb8hrtiyZDxvMagLcpTbSKNilvo807ngKOwTrR263Yg4tSlL7QNNMoswtmkHCavUYRLu6Z+nu2C8bmFKxS+cPktZ73VypXeRu8GSoRPyzfkh51GLvWCJMCpt53Fr2k7mocxCowaVZOStGTl6xPRmvssqd/HMnLQwmcY+UijiyCExtNUFF20zih3evNjVAIB6nDVetZrn5DjpERY2plGyFyw5WXcbyhjAOGvzrH/GF5Jn9OjeLnh2NKZtpjxMBxSlYJFpYY0wKjJlkqQWe96SQKaoqsu60F/r0J/xkn9EXmkh1UYRLVHYhqZcBSLVu676cy7KNpKKcdnismizay1QtdhtWrRoy6T5uyUGFlpNuVAOlqEjKKWhuGuPdUwiii0Z8qPtb3Fcdtnx60PZdMQLN075pPsY1yiZKI9p0WLXWmiaVyV5PbvGoTXhJx7+NgIrpeskpLnJ27MdPEs/F76VkaQWL26fMs88zhftujMTNWxfj0graCIKT6MOl+ugoTRpH3bVMIo38YXjdYtb/ZRZosM/pnW3shWsWaQuSdEmTGzWdfiEYxXkuaTlpVR1d3oRBiSZhetlXC51vrQpFV0vwZIlN3YmPBoPKFMJhaC/u+Ro3iNL9X5XGBWrxGGd2nxsdM6vHN3layuX2/uXWhxk64lR206bDG7PKqgqo8lE1t5avZtUSuh9uFEhTX23LAtt2flwPOIiaPHp7SMsqyCJbRahh2vnvLHYI/AyBq2I8axdU8rKunss2e8seTTpN+N8VRcXIVVj6aIGgFSVwcWsze2dyzquVTTQFaP+ucpMcjLp4nkZnVoVv99Z8sF4pHGwNWNeWNrHvUlQUoVAJSZmJ9VFfxnoMXxpNL7ujpuS5ybCyslSC2EXuG5OmctGBLYpLKAPCINuqFdWlc4WljX6cnO46HfDRlcSldp/e7kOSHKzUWOjDNgUrqLu6oX+PqrUBfpo2dVc+crg+f4Zr4wPkaLiwfkQaSj+m8Mv8JJzxN8e/gjupdEUQmWBTJ9ykJXw53/h9/I//OjfxgZevv6YpDT5+sUh5+ddPnXnMX/64N/gGjkZ+n3gGrleGdX/vVI276T7PM6GjMw1qbL41+cfozp3rlCbmzOsQfO7YYDx1Ar+P3R9xxfieeLhFjoD9cXtUw79Gb7IkIZiZK6IlMO/PH0Rz6wTjJQkKyU3W1MsUfJvHt+j4yU8Wgy44U9Z5W4zpn24HHC3d8E6d3DrMe2DakCpBF03ZpW7nIRdilJwu33JadxFCp1S4jo580hHB2aFxLdz1qmNU6ug769GLBKXF66fYouCt8c7lKVESsVq7YFRYUnFvf6YHWfFVy9ucrzo6ptWHV9mANsDPXqern0qoGslnKw7encadrjRmfHpwRFfn1xnz9ed+Dpz2PFXdO2E18b7mEJxEbcwa0HbWxc7tN1UW6rMAssuSGOL7X7MInY18KAySOpg8g1mL0ktnZtaGXy4GD0VFC9IcwtR5wsDnMRdWjLlsDfneNHFdzKS0sKVBVZNIbtcB7hWgZQlYW7XNjVFqkxaVkpS87IHpg5rKDGYK59QOQhDMSlb9GTEtGzpLlekRDicFV3aMqbEYFJqZbVA79w3FrAPkh22giUH5gyAqPYdlhgktTDry+Fdfk/nm+SgE6oqyUnR5xcXz+PJnP/qma9ymbfYsRbklQbVnxVdPuE9Ylqzr6dli5vWJf+PB7+D+4+3+eEX3uZPHvwi//2T38zQCfnayXXih23YShkO1qxzB9PQ7OUil2SZ1OEET6lGKnSRPZt3dNdTdyGgedSOVbDKNBe9rHf870+2GAYRUWHzaDLAczTm8kZ3yjsXOzr+UyjS3NIBDVszPDPXoJzCYre94jLSvOXpQk802l7KNPTxnYwotdnqrzh7MgBZIUWFKQtC6eB6WmG/WnuUqeSra4+t/Tnzpc8H7+6Bq/jBj73Lg+WQdebwbG9MXOoJS1Zor3OWmg3ZyRAKaZYaRFFPAjaUJ8ssNSo1s/jWZJ/P7T3mKyc3NGwmiBpaXNutGlFjnmubk22XxIVVC90U2501F6tWs6t9+trAPqpaFHq+ajfFb6PurpSB6eZQGbTclMkyoMhNsq7JjeGMZeZwMdOEvg0tbYPcrEoDw9Iq6LKOSEwbLrQii2zK2vdcFBo/6Xp6bqTqcXGlQOUSFJR1GtNBd9GsGCy70ExsJZqx7GyhaX9fmt/lTnDBo/MhGBVlKnECPcpGVBhWTVIzKi22qrvZzfedjjs8//wHPFwOcLs569hht7dkSsCev+S2dclR0YN7IUxbVIBItbhMyZqVXTfbo68JVr/VpSci/vjuFxCG4n62zfyGzyfdx1hGQYnRHMyFoXRHXsfDHuVDnmQDujLGETn//OyTfPCta1dPpnHV/VayLr51h278Os/9r3d9x4u1em5MWpgaJZn6dGWML1NaMmGlXO7HW0xDvxlJO/LqCPNLD+/S97VtJkot/u3JM/zq0S3mice2v6o7SD3ODsyMVJmUSjSBDjveilnkESU2v/LkNtPY15Ylqej7WuBl2dpXPPJCPDtvQs9P5h1WkcujWZ917rDfW9JrxzUdSP9843GXX71/h6O4T1kZ9V6v9h2Whk41kiUdO21+pzenu4SJzSJ2CVOb+/Mhp4kORj8Ou4zXevx8HrU5jTpEibZw5aXkhdEZZ2GHqjKIUpvdYKWDzaXCcrQxPo41NH7jNxRCi0Esq2DUXVOWguNJl1wJrfytjGbMZwBpbtZ7aIt54fNM+4KeH3One4ktCnpWzF6wJC915F5W766i3EJhEBYOYd0Jm0JxfzHivXCngZdsxGqJskgqq9mTW0bJtlzxnH1KW8ZsyRVtkVBWBnvWvEZYBrRlzMfdIx7HA6ShMZiRsrQ9qW4dzoourlFQVqKJUHwtvsGXwmcRKL6/8x5/dOuLfMw9xpcZPRmRIRnWgpCTvM+89ImUw/vpDnPlczLrIuyS9xdb/NziJZ5tn/PhYsRed0ll6Tv4ZNoiU1JT3ZRGMZa1wnczetyIcrLU0pGFQVzblBSmVVIUglXd0Ww6uPlKF5vxssWjeZ+y1IKidexQKNl4dEW9Y2y5KWlh8v5Yv7dudiYsU5ckNwnsDEPonatnaSW2FIqWm2r9Q23pCRO9msljq8ZoGpSpxLtv8+K1Y273JhSZpL2/wggli0zvqbNS8uFyxAfzkf5edae26YhNq6w7Ut0dboqwbRZsd9bEicXZhWaVLyMXYShe3ju6wnTm+rE9n7d5eftIK5wrg2uDObZZsIhdLEsrx7NSNuNa/QLXhde0Nuoi/XiNlzo3W9XisY13u/EDi0rrSWqU5WLtcrpq48iSTu3fpy5oGBVlInFbGUE3blKlOl6CKmUjqMLQ05Ii18KxoK277TixEKaiUvWExFQYlroShFWiCZPYKMmVMupRsy7yVPCN48NmIiWEwnTK5r4gnJKd7QWfu/4QQ24eBxBSF2wVm2DAtEb8qkrQa0W07RTfT/l9o68B8H66SzZz9Vha1ZjLEkRZUdWw58oAK1L8X7/5+8krs9n73rQu+bT3sJ6MVc294enrpOjzVnqgi7AZMS0C/v7D7+G9V65DBaK2dm0m6xuxWCMgK41vezT9HV+Id9wVy0zHlj24GDLJA3JlkiqLXGlL0UF3gW9mOk/YzHBlwZce38Z307pg5Lh2zsiPsCxdOC/jlrZJVBJX6nxPRxS4ZoEjCx1qXZr4TqYFCxXMQp3JGbhZ80Le6y2xZMm+v6BlZThmwePxgCS2seru+CLUHcT1zoxndi9w/UxzYe0Sx9WhDJNl0LxBqspAWiUdN8UUiuNFV0Pjjass2qoykEZF343JlEkgsybtaZW7zEOP8bqFZWlftSVLXjs/IC1lEwYQFxbb/oqOl/DxvVNW9Rhad1yCQW/NM9uXDAMtvpmHGiTguVp9+onhCQD9IGans+LO4JJS6YB6V+YMrJCuGRNYGb9v9HV+784rLAuHs7BD10sYdUIGQcR2a83Qi/iu3mNOow7niT5ETJKAbX9F20q0WroS9GSIKzK2axiHpOJALjgwZ5yVXUoMtur0pI6Rct2a0pNRkz8Muru9F5yTVyZH+ZAMiWuUWIZOWRrINe/l27hCZxIHRsbH3SN+R/t1hnLNTeuSnsgQdfqXL1ICI+PNbBuF4FE24svLO1hGwef8D/ny+hmkVASthJad8tWLm3x9cp1Z5PHBgx2CayteuH5Kp6PXH8+0L64SYCq4MZzpwID6xm7WpDMDWCUOvXZMWRpasaxEE8FpOwVRpG+mRaHVwVkhubd7UYt5DM6jFveGF9zozhj6mj2+il0uli22Oms8O+eV00Oma50CFWY2nSAhTbUwzzRLZiufVazFh73BGretx6nnF11G20vyOsLRMBXqpRWvPb7Gh7MR7W7Mbz58F7raqx/mNmluMo08wsRmvNRZ3cN2iDR+nTuigSZPKYPlWo/zVSmvxqRK8PXzQ96e7tDyE8pSR3F2g5hRd826sPnevYc6FznR+b9pZpLnJhWwfGo6tBE+gRZLCUMTuXTi0kcRn/XT1tzDW37COnTroqwPuEliMV62yAqT2zuXPLc3xrQ0nUo4WoSWpiatQBfYi1kbIUvNhK6xmOvY0QW5FKSJRZqaUBk4Xo4XZHhBimkXmHbZ+MVnkYcfpHq6oDajdvTXFhskroHnZKxLRwu0hAZw5qlJkZmoQrAIPe4FY32/qn3LhlB4nQQZFHzqmUesM4etYM2HiyHrxOF42aEoJAdSa1Y+493HGeiGpt4q6Y5UXT14otAKav/nWwhDUSKaPTDw7xVhyyhZKZc30wN+ZXWXWRHQNSM+iHb4qVc+x/jtrasnRoHIn1Jt8++opI3q2818+M4vxI/DPl0nYbe94uZoymnSxRVaCbcR8Izc9UcsTq+d7XNjOAWg6yTstFa8MDpj6IZstcIGw5eUFi0zxREF+86cZ/0zLFniyhxbai/ydBloUHvtW9bdgh6J3RpMGbohd/oTbFHQdyOmod9EhRWFTq0RBtxsTfnW8T6Ppn1uDGZIsyTwU3a7K5LCwrELTKsgT00su+DG1owot/QoLdOjM+2v1Lu7rh/jWIXO9k0CUmXS97WXNy1MXFtHr9lmwZan/YxZbrKM3Gbv9XjaJ1MmB60Friy4vTXBsvQp/WMHZw1uc5noQr7VDul4OqBiv7Xgw+WI5wbnRJnFpwdH2LLk07tPGLVCTsMOrshZFB6/a+c1pmWLr61vsWWvGXgRplDEucmWt+Z7R/dZZ3o3axqKMLcxDcU6szlZd5lmPqdZj86GXFXonOC21G/izZvSN1Iuyg4P8xEZohGJ7ZpzDsw5r6xv0BMReWVyw76sk5oKnQ1dtHmYjZqIyV1zwaNkyK65YEeuNe2qDBobWVJJDswlI2tVKzMVR7n2Ez/jnCONisDI6YmE686Ej++c8rm9x5yu2qjKaFYA926dcdibs0xdnh+dY4qSuNTdZJlJVK5jNbNUj/43FhxpluwNF7iWPjx6bs7uYMm1rRmtICHwU7baawI/JfAyLKuk14no+BrBOuqu8dycz2w95jTs8N7lNo+nfUCPvXe6K8LMYl1jIjcAjVXs4Fk5plny/kSLFh1b75THFx1mJ13ubF0SR/p3mM4Cbl8f43UT7PoAx9hhvvRpuSlHcR955rDtrrlYtGi7KVatqC8KrZE4n3YolKitRWXTmW4U4WlsaZhNvRvd7CnzzGQ+D5jMWzw7uGC7t67tVIJl7PL6eB+FQZQ4zX580/1WlUGaWFBBnpmoTAc56IOynkAYm5GsUTUxlEIo/bHNDawyGPnaX21Ag7rUKEpBlppchIFG6bZibKfg+s4U29EHxzByKGtf86ZQbubInpPVu2mj6b6VEvXzpSuKYaCzhEvdXtpmiW1q739ZB1qYti7CWawnF5sO/uPBiQZ8ZLrA692wAbkgnnn8vW9+ryZ/2SX7wwWHoznfc+0h+6M5LSvFMQsOgxnLyKXlphx2FgRupvUXVEzKFunaacRaRqEL42ZHa5RgxQpl6X//p7OXG+fIRgmtQUdGXaQNHuYjXolv8jgbIoyKWe7zr85e5F+9+hJiYV4Jw9CPYfXUcrfadMSbDrm62oX/x67v+B1xUpiYSvJC75SzpMOnuo+5Zk9YlR7CUKxKl2XmERcWi0xwsQ447M+pKoNnBxeMnDUPwyEDOyIuLZLSpGsnnIRd9rwlYWFzx79gnLcZ521MQ5EpnRxTIOoXrKDnJUxDnzTXJ2bT0LFwwnDZDZa8PtvnZNbVp+1WyMm8o98USrDdWnIU9mj5Kcu1x/un21zfnuKZWkX73mwLKRS7vRWr1MazCi7XWgn7TEcLQTbpSaqiQSECOLLgw4sReVenplg15CSwc3puzDzxCMyMKLGbN3Kc2lh1VzWNfVp2iisLLsIWPT9mN1hq1XkRsOWHTTiGKRSzyCPNTB4UQza5x/eGF/zi8V0+uXWCJ3Pudi54d7HNo3iIqgx+Zvwirpmz6y5ZFh62KJhGHm03ZdtZc57ptKhx3qbvRsxTD9/MKCqBJTSQAaAtEvJKsmsuyJGUlcAVOW4Nbw9EyrzwySuTh/mI87zHjjWvVczaS/6Ke4vLosVF1iZXkueDU3oyoiMS7thjksoiMDKEofh8511UJVhUTrNvUgh25ZK8Ekij5J59xqG5ZKIcDqwZqraW/fHRF2jXys1x3uGZ4IKLrIUwdDjIppDMEo/5yuNwNCcpTfbtiGnmk0W6uBim0loEACVwrIxeN65V/gUn6y43OxOmTqAfs5q7btsF61Tzvj0na9KZ+m7MzdaEuNBd3GXaYjztNAV+I/yaRh5paukC3opZJ07jeb1Ytri3c8GjWR/PzlnFDvnKgdLA8AqOF12tqC0EplfwfPec++/vcu/eCR986xqVWTHqr8gKk1e/eI/bnzvi6+NDhKiIMs1039iIwtTm2taM48sehanY6qw5ibuNVaYsZR3XeEWUK+v+RGeHCwxDNUQ42yyZLnXYSqb072pZOmozL/SqZLOPL4urPsfY7H3rHa5haijyJqYyzzUcRwCGoadK1JandW7rvS96zNtELKInF8uVz7oWRLb9hMPWDFuUXEY+SulVg8GVEtsQFaZVMvIjbnRnvH2+i2GUGgVqlhSFZD33MR0tdjNrnrhhlGSFRIqKOLYpE7MBgpimIq8tTKZd8uLuKYtSq6P186hfy9IswdOPbb8d0XUSprGv+fIrlwerPcQgo2WnfGbwiBLBi7unXMQtktJkHTu1OFJxVvQwLy2UqR8Me1k1wjJRbxgL16C0dBrSz/yvn+G/+INf1wdfysZuWCKYFC2+Gd0kUjaWUTLNA87iNt/84AZGKK+sSLUAy1D/zthZ6UMLAozCuOqG/3Mh1tfFtIMVpHxresBv2HmfrVqgZRkFUenw9nIXQUWmJI9Oh/ymZ99tPGxFJVgVrsZTWmuwYGiFTPKAa8EcYSiWucsXLu6y5a2ZZxo9mSnJunAQVBz25qjKYOBE9J2IWeqjfP1qsaQ20n/90XV8PyXPJZezNmlLWwykLDSKMNd2oY9vnbLsehyvurRrMdJF3GryMx/OB9p/bGVE9d51YIdsDVe6wCjJcdTFFvomogVNFp6TsUp197g/XJAUJnGuU5Nk7Vm+t3PB6UoLlxYrr7YtaN6vK3PWuR4jvXe6zUvDE2apT6kE88TjemfGu5fbmr1dChy7oKwM7g0ueX+yRcdJaDsZXz875LfeeBvLKDkI5lwkWmV9EQfs+CtO4i59O+JWMMGVBU/WPRQG91dDfvvOG3RlyD9dfxdRbmMK7Z1cFi6TSENbHvojXJExFGGjiAQIKxPXyAmMnPO8x5Osz8AM64Oax037kr/44Lfy+w5e4X98+DmN7JQlfTfmf7v1K/REQl4JwsqmrGq6UiV50TnhuOjQEQk9kdE2co6KLklN6JorD9fIEUBQ767eTA9wjRzHKMkqwVHR5fd2v8FR0eMfX36GG90p46jNKnHoBJqNXhaS82WbCxFwZPb59PYR0qnJ83UHtjNYanyqLJgn+nUaFjaOWfBccM7M8TlNukSFjWXp1+XQDzHr1+jN3pShE1FUgl89u8Vk1mLYXxMVmlS1KbJVBe0gwTZLAifDqj2013pzkrp4W7LkyaKLqgy2Az3heDe2UWsLN8hIMgv7LZ/v+52v8YX7z/BLj58BUfH+8TbXPnbO2bTDjr9GGIq5GKIwGNVj8WWdQuU6OUlqaQyoVE1RzJXg1s6ERxf9mqNcNntY0yqbEX5V5/luABnr3EMaFS9un/B2KVnHjo58LE1u9md6QlZYzCIPYZa6+IkrMIohrwrnplsH3eFW9c4a9Njaesrf227FjKcdKqVtSZsi39QA4wqkUSnNxT4OezqrO7Oa9Cy46vQ33yctTT7eO+EdY6den9U7z/rrbv67qCMdDaNiHTm1OlsTuGSdEgU0j6XtFESFzS9fPIPjZgxHESNvzcm6y/iyo61PZsnZWY+zysCIJZVXQmFAUFIuLaZ9ny+mz3C7e4kncwIr4yIKSC50dK0rSk6zHiIFM4Qi0HnEMt/syqF0QOiXBWZS0X6oiVh3nTMkWpC1qlyO8wGzQq//jqI+UWHz1ukOxaWn97zUI+660EItzqqvStb7YmOzm64wSgORQ/ltkrW+4wsxRsXFosWtrQlfHD9Df1+n4ZylXUp0Pu06dzhftGl1YlaFQ1HJ2oqkrTamoThK+qhKsO/Oue1dcpz2cETB11dtssJkmTkkmaWDB5yU06Xf4ODyUnJhBUSJ3rft9xdYsmS8aLEOXapSC62EUHiuRt5Vld6zDLyItDTp2TEDO+L+YsRhZ6YjAAubReKy4y85jbqkuYkpFWerNr6TcdBa8NrsgNvtCTu2Vk/fC854a73fEMTiwmIdOU2mbJjZhImtBSOVwa0d7YWmgJdGJ7wz39aZwm7K3cEly8xl213rzwEeWEMCmbLjrdjxVmRKsu8teLPcre0Z6sr4DoxaoRZhOTHjZYsP1yNWmcss8Rj5Ib9l+y0WhU9eSea5PiBZRsknOkeoymBd2LiyIKlM9kWmo/wwmMY+vpVj16jFde7wlfUdwtLht/TeYN+c8U66x3VrypYIyVEcl13uOmfcsC84yofcsceUGOzKJT+2/xp37DG7wYqTtUaLxqbVYD5XyqUnYhC6qM4ryVw5SEMT2i5KD9coeCs94DcG7wAQVDkDmZNUBhdlwFnRRaJIKouTss1r8Q1+W+sNXEPxVnLAInNZ5S6L2CVOLJ7bG/Pe+ZbOb517OK2U9dLD28uxbT3dGLVC+o62x02SgKoyiDOLB+GQNLRp9yL+VfECbTtlEgWsY73nv9GfMdn4dZXg3XCbJLbpdUPS3MK0SqaLgBeHp7rDMypsOycKXdLc0iuQjcbCykkKq/Yvo3OTY4e7Oxe8fv8Ay8t1es8gpuPrac2k1eKXH92m14kQRkVUBVSR5p5XlcHJWuf5OnODReKSF5I4vfL2ZrnZJCFFqYXf0gfdySIgCySWVZKlVtOhyjoiME0sVK6Fbs0OFKCCdejy9mSXoR8yW/oIoXjl/Bo/cPAh89zj145uoJSB5+Z1FG2dzFSr1g24soZtilkdDNEUaVEDN2pfbV5KVA3oUEo0BXjT0W+uDXJzvvZZmyVubd0yjIp2kJBkFkIqrg3njGsltyVLjuJ+HbWo6vSyzUi6alTmldICM50EVdFr68PT/fORXkUFCVvBWq+LCk0BPJr3CJwM2yz53NZDTeJbBBgTGwVYh+sabgKVrDTecmVTORpzOfJDjuY9xnYbW2o1epJZ4KrG13uRtZGZgSi1+bqSUJV6PL0xCVSGQWVCqXQq0t/44PP8gZvfZMfScJ9V6ZIqDQX60vgOj0+GsDSbQ+zTUZdGBeTaKlXVJK2Nf9moX2tU9c54E1n9n33E+vL9DOHoG3OpDP7ho5f57Paj2icsOVr1iLPabhPbvDfZolSC7fYaaShMoXihfcqs8HlteoAlSp73T7VFRuq9xcm6Q5LV+9hEMvJDyvqN1/W0j24daSXqoBNyuz3hlx/d1irn0mj2KKalc10LQzRc360gbKxVcWlxt3fBKncYR23msautJfMtfCun7aV1Nq9iFbuItt61mHXYRa5MPuE+xhcZ9+MtHkUD0jpI3PdjbvamuLLgwXLAxbSDaRV07Zh55hMXFqZQdJ0Ee6uk70Q8WfUYeSFfOr7Fx7bOaZspn9g/xhEFn+g8YZy1OU56TDOfrXbIxSogSy0su6Dlpdzwp7zQOeUk6SEMxf4NvTcu6iXMOnNYFL7e6VclbTfhNOtykbUZWWu23RVxaVGYkm8urvOO3MMWBX9496v83aMf+Ehcom9mPAiH7Lor5qXPa9F1fJmyay4IK5Ozoqt9wijeTg6IlI1EsSh9fqW4hy8z/qfx9wBgy5IkN7U9R2lIzFnR483ygHXp8rJ/n1A5JJXFPWvMROlxdylSxlkHGWyEIYq8urI+CRTPOaccF33+2fRlfuXkFtEtmz/Q/QbfXFwnUyaX64AwdHG9TNPZLj2KXobXSTS3eOrx5nyPe1sXPJgNeHAyYuvOQ8xaRbLMHExZYsqSNLRZLTyW5y3Mtg69v7E3YRL6TGOfi3lLwyUyqWMM7YLpaRenlzTBCedJmxvbU45n3Uag55oFLTtlGvuMLztUaxN7mDDqagpWmNrcHE0Zh/rrq1IijlzSXkls61jL836BLRXzlcewG/J9L73Hr75/uxE5FaWOG017FeFpl2dvn3I/1vGHG0KUEDR+3cBJWSmHqpKsQpeP7Z3z1sluowZuxr31+9EQeoyaJ1rBa9TkrTCxudGd4jg513oL7nYumGYB53Gbtp8S2Bmnsw4VYFml3o/WBfcjhf2pq4kWtEqyzKSoDxHS1PcfaZUUtZAKUSFrJvPm62m8ZNUANuLIobB1dvcmyWrQDolS7X4InIyeG7POHOK8y7C3bsJmpKG/xpN5l46fNHjdvh9r8E6m063micf+cIFr5swTj2XqNgctUyjCWENP8lzy1YubzCKPjx+c8M35Lax53X0vTbArZCgohQRbgVMip/p7HnQXpKXegXfclDC2IRPklWCuPOLSojIgbxk68MECM9ZFUNWircKnUVUbCtIvjPh/r76Pz9/+gFXh8OFsyGIZUC4tjEzoCENzY6LWRbcRf1XGlfiqVmQbSn9tJStEoT/ewDzqz/t2ru/4QmzKksVFiyjI6bYj8lLwyuUhv+/wFf7H+5/FtQri1KaqtFl9nTh4do4lSva8JY4sOEm73F+NCDObX35ym8GtUJOh0i77/gJbFjyYD2tWr37kk8TCtjUzuShEczpfhB4fmKOmAxZmRVkHKgihWCx9glbSoPDGa00q2ttZImtf51mos1IDJ6MoJWFqN/AOIbTQQwrF8brLc70xfUuzpaOah7xlLlnbLqdJl4EbMXCjZqcqjIq9YNlQsbbdNW/NdpFCNelUL/ZPeG+5zcgLmSY+RaFxfZtx4bcWB9xuXRIWju7iV0OSuuC3goSXd49wRMHH/BNckSOouOFc0pMR//fT307HTSlKQWZI3l3v8D29+5QY9GTENXvKB8kOwlA8iXrca40B6Fkx3xU84EG6zUne1yHrpawJalrsVlYGv6v/Cv929TzzwueaM8MVOa8nh/RkRE+GWEZJXp+2r9sTpkXALzy5h2cVLBMH1yooa2/gRdjiH44/y3uTLb37rw9TL3/qPvPS569/8Bv5P979N/RkyP9y8Vm+v/cBUZ1Z/DAfcMfSzGdfFAgjwhdpbX3KueFd8vPJs/yj+5/CulNyEnY1tjJ08fxU7/EyB2yFbWvrTVKY3Lt7ghSKt892yNY2TjvlZK3963FuMfAizlZtul7CTLQQssLbDuuQeYPHZwNUaBF3HMq8DoC3S/K5y8075zxca26zyvTnv3e6ze5gSb8VMQ89ilIwyzwuVwH9VkSVysYnukFeDtphM7VhbVIVBuW1BGNqs1p6PDsa87idE7gZu6MVW86arxzfoApNbWdRgqwwEW6K/9yc7NU+6Q2zydLVneXGNqRoNQdULRhTyuDRvM+wt2Yyb2nlcCH1gcC8amHKQiIthVEXUVV3mKoy+MTuCZMkYN+Zc3895PFln73+kt1gyeOzgbaOlXrHW5YCVUmeltA+bf/RgS1lg9ys0IeJXidiFbm0g4SF8rXtKr/qiq36d6lqi5RhUGMtKzwno1QGRSbx3YyfuPePOcqH/PnXfge/85k3mGYBt0aX/NOHn9Dj+5pAlqQWjqMBH4lZ6ilf7RRJcpPdzopV6rDfWlBUkrTQlrRp6Ot7aWbpEI7EJo01RvhypR0dR8s+9iBBdWvRml2BqFBOxc61GecnPYy1Sekp3nm8izB1dOM6crnVm/JwtQ0VV0ItZWJUOnVJmSDqf+oHuPbzmtpXrGwdBmGtK+JTl1+avnA1NzYqRM273ux4dfE1PqJ63nTZDbTDuIJ5GMrQnX1pXKmoq4+OsP+Dderb+7T/372KUtLZWuM7GVt+yO3WJSdxl7/5xucJvJR5qE+MLU+HBOSl4JNbx7UdKWfXWWAZJYWSHBtd7q+GvLfeplCCvh3z7kLvPgE2Id5Rbuuw9FySbZJT6jdcWQjMvmrwcZWhR0IYtboQiCN9EzSdQqcriYqw0EkyAztkuvb1GC03NVWoDlUwhWqKdVUZWELx4XLEJA3o2DFb9ppfi+7oTObCw5EFy1zvwIWh4wST0qRvx6TK5FprzsAKr7JPRYklSx6GQzp2wqE3wzV77NZITlOUDZrzSdTjyaqHZ+msW2lUbLfXbHma0rXvzFmUPj15yaf8h0TKoawEf/DWK/zs6Qukucly7TFfexSV4EdHryNq5cNmrLTvLWjJlFSZ7NlzVqWHLzJ+dvwCy8Rht73iImyxTBy+u/2B5oaXHb58eYvfvPMOb6332LEWBCJtwBxJZbFnzVmVLh8m2/z80bM1vQt8OyewM84Wbf08p/rkHm4Us1LxA9c/pKwEX1/fouWkGhZQCX7H8DVtgfI1qee6OeNh0ec565KfWb/Avzx9iWc6F/xvhl/lz3/4uzi+7CGkIk4s/uH972psaVY9Iswzk0XsYlg6wceSJWfztvaG1olJW7sLpouAowdbmJ2MTjviyaKrO56Lvi6SfkEcObW1RdPRClPhehlJYjXFzSgNxssWKEgWDk4nJUt08MDRyaAZy0WFgQgKqkJwunYw7BLhVxSJxbAbcnY04GTmgjLIhjGta0tWkwDWFng6N/fVJwf0OjoI5J2THV6ProEy6OyvOBn3oIJw5WvARimwPjnj0Vt7fPrTH/DeZAtVaxHyTMM84syiKLQ2IYqcGuUoabtpszMVQv/uGwvgxka0GflWShfPNLF542SPg+GCOLd4dXmN40UXISqmkUeUW5h2oelUaLvRJiJSmlUD9xA1UGTDgi5yzRfYEKoAAjsjziw6NdfaEIr6LK0xkErbogyudtEakVlhmyUXkzYY8LtvfovbZsShGfHfvvSzPOec8oe//MfoPauJfaapSGLdjFSFII8tnCBjufKaHXmaWhSZ5Elu0vYTbgUTXpkeElgZn+w+4avqJidTLTDNMpNOkJBYJWmiH/sK7Q0vMokxdoh7BbKTUcYmlaU4P+khVibWyqB0oXAUXJicqi69XsiuuwJZ4T7R6wdVCS6TgNLWh65N51mZBkZa1cEPV3tdJXQyE4A9E2Q9VYuqqMfalR445EajijbqQloZv35j+7RVSXfSV4W3mWz/50Ksr/XKZdguGqhFoSTvXm6TxxZ+d02U2Dh2jXQs9dhKGApTlLTMlB1zoQH+5oqTVo/b7a0mdWjkrPm10+tNl1SWAs/JmEae9tFFjo4VExWVqhrhhKquntayCS2vUOoqVxjQnruy4tbuJR/MRzzTu+TVyTUCN9PwgMjDqkMgZqGHbZa4tuZoe1aBFIqurQlfnToh6ivTW8SFhSV03rBpKBaZR1RPAFaVQ1xaNZ5TW3OutbXQ5jIOsFSJZ+a0HW0dEfVNa+CEXHPnPIyGLHOXSRLgmgWT0Nch9pXBjrfCkzqN5x21w8COaMmEbXNZAzN8VqVLrgSH/TnrzOFae87zrTPt0a0MykpbD7qm3gW3ZYIlClJlcZQM2HUW3G5NGLlrpmlAy9F77y/Mn+M39N7h7zz8PDc7U96PtjkOu+xuz3GNnIkK2JIrEmXhipy4tPjK+c2mABal4E8+82+xjJK/UfwGXZztihv+lHvPjnneO+H/+a0f5b8c/QpH+ZAf6b3Oe8ttVqXH29kBt5wxN51LVK32SCqTwMiYKId9a8Y8dvlN199iS4YcnfexHJ2+lWQWy6UWx/V6oWY1txKKQmc87+/MebY35tdOr5PFFrNCcm9vzMPJgMm0RTWzoVVSThzmpYFx7lAOc6StkH5BpXR4fLpwwVQUqaTdj1gvPKpUIrwC2y3Iuhlb7ZBHEx8spQ+NS4ut2xMCO2O8ammYS2mgQlOPGZVBZxgRxzbSK7l8bRt5mFAuLEQ7Z6uz5viiB7ng3t2ThhR1b/eCk2WHi6WOBTTqcIA7g0teW13Tu09HsYhdoqXL7cMLkqjHOncahKXmXOsDi6oFUMKokGbZRCCez9tNh2zUa6FNpGES21fCpnpiZYhKHwYrg7adkpeSD6Yj7bm2Ckypi/7mzr3BWlYfKeq1f1VWlDlXBYQNMlJzqwediFIJhkHEOnX0ZFQJzZFOTCgMVEurlIV5tduWtmJnuGDLC4kyC9fSE72/MP4hQB+Q3734EVQu+MrFzdqCZFwFfEg99rasogEDGfLKH1zkEtcsGFphc6jWwiejGZWrUrBY6dS0TXiIEJrjrQqBkDr8oTpzoV02AiiZGqSjEiMX+jmX+sDhWQWPoz6GqSifC2ur34CTZUcXWatqEpCUSQPzwKA5uChTAzYMVWEvoPSu7sFKAoaBeFq8YlR1B3xlQTKquss2+EiYg6EMKrNC5EZjDdvsib/d6zu+EAftBNeCR5M+nz18xJvzXRyr4BPPvq9tRnbKyVIHKNi1JWeVu8wyn8wxeck7QhqKtogZSAs/yFg4Pu+EO4zTNla9LxS1MX7jxTNkSa8d1xQqizLXHju/kzTjNQMt0LCssh5VV+R5ozLA9jJ2eyvudi64dAImSUBZGXiWZrC2vYSskIQba1H9hn9hdFbjIHOiwiYtTAol9U641F10XkqSoqLjJMj6FbPIXUyhyJSGlHgyJ1UmbVOnH+0GJfdnQy6KFgf+gkkSYBoaKH+npW1S68LBlTl5HVCx31mSliZ3OnoMa4qyiZ3ccVbkleTdZI+yEjxKBkij0t5tb8Xd0RhfpiwKnw+SnSZHOaks2iJm6Kx5lI14J9zFkznjpIUpFHklyJRJWppNvvO94JxfmH2M3WDJnrvg3dUOP7j9PpOiRVLZDOUaJbTH94415okz4GZ3yjuX21iy5Hv2H3JoTXg9OeSwPWfXXfKcd8pte8z9bJs71pg/8+LPEhg5H3N0GtJ/c/gFHmYjbjiXvBlf47o15aY5wTFKfjF6VucZI3jOPuflnSP++cWn+TdWgiHgY7tnvHr/OtIucbwcpQzm84Dt0ZLpMuD6aMaDs5FOGrJDXewshe+nvH+6TbulKWzmdkweW1RWhevlxEOtEC5jqcdw9UGxvbUmz02SZR0bKCqsbqq7tVrh+/hsgPAKVGihMoHRydkO1ixTl93OSj9/bonZSgkXHsItWa9dHFcTtIpRjjxxMXxFrxdyctnDOHOQwPvH2+xsLSjnNuGWprPt9pY8fLSF10tQyuBbR9dQmcT0CrYHSybLALeV8eCdPYYvTnhSB6RQGbh2XscBCqSp2O8teXTRx7J0lKBpFTVz2sCUeiRre7pYx6lVx/Fd7ZulqXhx7wRblHy40Lvo6dqn34pYRHqq5tVrrg05ayO60gSvq2K2SYqCzQ5bpyRtuuEil43qf+TrAJnZppgblQ53sOqfy9KTNSq9xxa1mn+VO3xs65y3Lnb4pQ/vYTsFWSYpc9nsvM8uughZURSb14FCVbLhSAtZonhKTS21qMySJZGy6dsRj9YDykBwp3vJyaTb3HeryuBu74LXs33CWHfdZSlwgow0lfh+RmzZUBiIRKA8RelWugiX+nERJUi7JExtCiWoSoPf8+JrlBi8vjpgNW5hNyPiCkMZFB5gGMi4Qqa1pQhdqJUNMtZF0lwb5O1a0b4ptOgCK8pa5LURYsFVmpJVq99LdIEW9U654iPMaaP+udSVfvA/eH3HAz2qyuBi3uJ7rj/knekOO/6KF4enOKJk21kxcCKudTXYIEq1X29TLKaZT1JZPMy2UIgmMvCt9R5H6z4PlkNkfWo2Zcmou+bZ0Zg0sVittb9ztgj0+MlSkGlKVwUEftqMk3RSjR5VAVSlhrh/+uAJtzoTnvHG3GuN2Q8WzejZknp/oxnNGl3YcVOeq9nT69zhujdj111xrTXHk1rwJdAITc/MadVTgqoyOAxmrDKXZeYyS32KSjDLfFoy1TaXp9Cfnp1zfzUkrdXirsx5ZXrIsnAJc43EXGYO14K5VjQXJnFpMbLXxKVVF3uTt5e75JUkryQP4hGZMvlwqTuMJ2GPJ2mfvD7SKgydHlV0UJUgUg4neZ93wl1mqc9lGmAKxWXaQlU6NP7ZzpjvHjzAlTnPuqe82D7m92x/k2Xhcrt1ya9e3kYh+DDZ5udmL/JetkNbxE004h/e+SrPDC7Zaa/4bPs+/2z6Mq8sr/On9n6B/3r4RT7tPeTQXPAg3WJLxny39wjLUFjoP/vmrIlE/N/1f5W2SLAMxT9ZfpovTO/V0wTBn330u3llfMiD5YBvXlxja7Dk/ckWhlTNaFMrW/X0od+OsESJ56cYwK+Ob2HbBUVosTxto85cFkufaqFXJKQSu58QTz3cVoYhK3pbawypMJ2imcCkkQXKoEhMVCrJU7M5XII+1KrYBFGBMjDtgreOd7lcB5wuOnVXZBCtHaRd4geJxrm2IrKZC4VA+QqRGEhRoS4dym5J596MVidmMm/R3l9pi9U00ElOliKeu9qPn+mOsN8NObvokp8E5A9b+PtrAlur9mVtOQIakVRZGqSFSbsmepWxxLGLGs8oSNIaRGFURIndYCmfzmV2bf3+OY06TOYt3jreJUstotRuMoYXsXuV18uVDUjU0ZKbGEQN8jAwhIZliDqByLYLtjprfD/V1kGheDzrM/LW2tJUr7AsR08phFTa31vDN1w/4/c9+yquzHky6XHgzglXbmOXMgzqmMuqwdLKuvnQ/mSJaRXYTqELWH2I2EBINlGHe/6Sf/Tup4hLi/G6xTzX3v5NM1kBhlDMM626L+smI5u5+G6G4erfufJLZDdDOVqkpdoFVbugGmZ6Vxwo8pXNs6MxN7tTKA1+S+d1HuYDvvbkBu6xhciN5o9MPyJy1oWxFk+JesRcmQZGVWGFddda/9kQskSmu15RgMxoVM/1OWnzsqK+mdZ0LQOZXHXDm39uxtPfzvUd3xFnicnuwZpZ6jPwIj7bfUheSSJl8yAasucuyJTkMJgRlxavj/dZ59rC9Fz7mFXpslIuJYJx3uEyb9GxEh6UA/JaDGQKhSWVDkqw4qsEm/qZKEuB7eRs8o+luGJNR5GDgWb/VqBHWpbik9ePcGTBRdLiFXUdRxRXRdRQ7AcLTkSXtp0wS33aVopvZgQy4/3VNsKouMi0DzcqbIpKi002PmdNjdJpUYGVMsv8xtd8GTlEudUojttWyiJzOQ07lEogRanV1rXtYpLoKMJvlQeADvhOMouvnR3S8xIcWfJk1WOeehwGc+aZtiGZhuK9aJcde4kldAhFpiTT2OewM2Nd2OTK5JYz1ujHdITCoG+GJMrlOO1z05sQlxbPt85wRc4N+5IvLe/x9bNDftfN12nJhHHU5jjvc5m3+ebiOvPMI8o1n9o1cr4reMC/LZ7nujVtOu7PBR/gGjl/fP+LfGl9j7IS7DtzPtvWnf2F8jkrutyxLvh8+x1WSgfXT0ufdk3wmpY6zvCwPsB9mG3xgn3Gr81u8v54i18e3OWXJs/ycNbHMXUnUyrBg4sBQlQM+iHTWUC4cHD6CV4NzZgu/Ubs49k5k2XAzdGU904C6OUoR0AiGd2Y6dQxt04HshTJhcfgcK7DECxFHlq43VTvCEMTa5BQZCZVojNps5mLCHJUKkmEjdnKUbXIZbe/4sl5n/AswKgMKqOilBX3njnlw7MtAifTo9HTPs8/+4Qniy4GOqD94qgPXkkwjFhHTkN+W818RtunnA+084DKgELz24Wp8IKMywcDjNygGmbc3L8kzGwu14Ee15sKwygplNAZvXWrkStBXmqXgttNSVI9ylWm9hzHiUWUOPUOXr8f9SFId4uWWfLG2V496q47RIG2d5U6ACHLzKvVUmU0+2VVH2aEUFh2QRzamLZeKVl2oRGXlcGorbvfCo0J1fnQJW+d7Wo0rJOxDt3GE725z+ixuV5z/fSjF3DMkpujKf/60fP0eiGWVA2JzpKKRehhWQWOWdLzYvJSNjqP01WHjptwvmyTJtavu0OPCov8wqNzO+W79x6RlibXvWnjI6eCCsGjWb/Jo04TC5EIbbF0cz36txScuBh2hbGwULYCW+n/zgxKV2HYJV9/eINn9saItclNc8FZ6XNtMOdItLFWkA4r7IUuhCKri7E0KCUYqmoCGYyyTmcqQeQV9kp30JWsGgpW08lKDeTYdKqVUYu4yupqLF2hRV7oEfhmHN0cBr5NxTT8/0FHfLg1YxG7ZErSsRNG5pK+GdKSCY4oOXSn/LbRGzii4Lo34+XdI7bcNTvuSuMHRc661NajcdbmLOkwTlqUtRHfNjVtJi+1anmSBs33lmaJyiTJxGu6iiTRHeHxZY8s1zmtG/ZzVT+p17a0T9iTOYUSnEYdHq4HfK57n89vfcCdziVPwh53OpeNf/d41eXxqs+TqIctC/a8JZ7MCQuHTEm6VoIrC4ShWGcOaWkiqNjzdJHYpPbYQu+Wyzpl5v5syJuTXUyhcGSJZ+fa/iIU+60FpRJMQp8otZvdd1qaDIKIstRw/EIJOk5CWb+Cr/lzhk5Iy0oZJy0mecA4aTFPtBUosDV6b575RMrmvOjyIN2ia0bkSjLOOpylGggRKZuksPBlyrQIWCoPT2ZYZslJ0uPtcI+yMvhHT76Ln77/AkUluN3SxTQvJP/z2efYlituuBNKDAKjoGNo9rNrFCSVxe/ovMpN+wJpKKZli0nZ4rX4Bq6Rs1IuF0WHb6UH5JVg31zRExlJZTIvfSyjJFIm09Ll7fiAEoObwYQsNfnXFy/gm3pMGaWWzvOt+d5KGUwu21TKoLOzJvBSFnOfjpvgehnn4y7hytVCpNzkvbev6W4ilpoEZCsuxzqgY393xqCryQY7N6cslgHhymXUX0EhKAsdNIDQ+1BWep7mB7rFUPXHVGnQaUcE7QS/lXJy2aPdicFWVG4JZgWltr6o0mC28rUv2Va8/eE+60ddVo+6+Fuh3iEbsNNZUUw8kplb+5Fhx1liGBWrszZVVEfRhS6qEIxaIe6pRO7GSFNx/2gL0HndVWXo2MRMr342HZ+QJa5ZMPBjDKG7P8sqafUiykKyWnpIWWFZhWYuJ3ZD5mp5Kc/ujvmh/fevIgrlVWtUFLIJYbFqFKRRW5E2XXVjMxL68GS7RdM1bwAe3U6oKYBCNclmm060LHTHHdfvseqpP0YNTKFeceW5yWzp63VbbLNc+YSpzXjeIi8l8zotqiwFaT2Bu1wHfOt0nw8uRqxjh4t10ExJNt17BWS1mHSVu1R+SapM1oXN65M9vnR5ByFLNglKtpMTRQ5ZYtbAEoPK0mK34tLD91OqRFLtpFR2vY+1FRSCamGDMhAriekU2E7OOnNQLT2V25IxQzek9CoqU++IRa4LoExpOlJlQiUMlPVUt4oGfxgKzEh3whultR5vbzpkQ4u56gIuE6Mu6IaGdRSGLsL/jiBrY3faqKa/3es7viMGuDOYYMuCrDT5mclL/NbhG/giwxIa1N+WMR0zYVm4POOPGZkrSgQdEXM/3QZgVgRMM70TnWV+o5TecJejxOFk3WU3WCLqAO4803mho2tzLs86UAgMv8Czcoa9NdOlryHz9fzCkLoI3+uO+cLDZzgcznX2b6lTnS7zNpGy+eblAX035qtnWii2ShyqytC7YqNiv7XgPGlTKI3hdGXOLPP4ZFd7e98+3wXqcVsP3rvYwjAqvv/wPo4oWGQe68xG1iOvRejxQTniWneBFHrnbMkST2pgRmqY7HUXPNs95835HkF9OOhvR1zGLRaxy+3uJZahSJXkhdYxi8Ln7fUuqjI4Szq0rZRVHXoB+mDQsrQiel26lJVgUfjMC91N26Lg0J3y1nqfuLB4bXlIUQmO4x4dK+F3Hb7OO+tdPlwMWYRew9M9WXdZ5zoEJC8lt1uXvJftcpQMcETOmbli15wzLwNcoX+PrkgRleJl/z6SihKDu84ZbRGTVBa/trrNLe+CT7pPWClLF2Gli7BE0RY5PgXvh9u86lzjl47uUpUG47DFlrNmq62L5NFlTyt+6/QZYZV0OnENhgHTLnk0HjDohmT13jiKHFQuQIF0SspcEFxbaS/uQkfrnU87KGUgnZIo050gRsV0GSBaOUVqUqWC/v5Cj7SFXox5do4aRURLt/HWLpYBtpNrPjNwqz/ltbM2ZifDcXOSxCKJ7caPvDpt421FWEHCsmwhlybRwoPCwBvEGr2qALOiDE2QFa9MD1mtPd2JZxLpFbXuouJyHZB9LMZ47GNU+ga2eLhN+7MXVBW4XkYcaQtiYujClmT68Ptk2mPQWzfcgKKQlLHE7aYUucS2Cg22qDSBynczfnD/fb48vsUvru7pSEmjqmEd2nOsEE1hzjKtgt7sQ694zVUDzChy/TU8V4+6q0oDTjqujoTcDrQAarrS8JVNCAdQr69EXYzRr5GNAwdtXVLKwPMy4lhnLW/4CIZQhGu39m0b5EIX4ceX/fqAocf6SunHRSld5Ku6oy3y+nezC7bcNae9DnFpcR63udmdUiihISXQRGvqx1I2Y3gjNihNExxFGDlgVqhMYngFlWNALLH6KXloaXdQZlCe+Gx/bMzxaZ+d/Xm9NroKx6CC9kNB3npqvPxUBnCjgH6KP12ZUOW6KzZDA2Ub+jVfX0ahH09l6YK8+XtNtOFmpL3xFxtPWZugsTZtxuLfzvUdX4hbVorCY+SE3HAnvLa8xqN0RKR0KP26dHmYjNizF+xYSz5MtrhhX1IisIyS247mB2eVyd1gzON4UNsDCpJcn7w9JyNKHGaRx7XWnN3eSttDCoEhlT55VgbIir3tOYvEbWLeNlQdyyrZ7y8YuiEPV0N6rZhJ6FNVBnudJb6Z8criEFuUOLLkMgqIU5usuEpcciwtNjmP2gzdkDD3maQBd9tjHoRD3gu3WedOA3DfHqx5+0zj7TAq3ltss+WtOVu2m5FXx0uwzJK8lExi3flujParuqBt0qtWhY6iu9ses20v+fL0Nj0n5lprrpnLhU2hJA+TEWHhkBRWc0A6WXcpK4Mts8AWBWGuP/fd1Q7Pts8JS4d55rHMXTpWwsvdR+SVJJAZz/fO6JoxH4ZbdKyE393/BoFI+XzrHX5SfD/vGtsNrjPOTQJLEOcWWSb5wpNn+IXyWYpCEF+38GTOvjPn0/5DBIqhDEkriY1qEpgsIK9MJBWWUfJ7B1/jb578EL7I+KXJs5yFHf7LG18hUja75hwBrJTJw+WAv3D820gji6oUTJc+78stnu+f8YsfPFtn5Grfrt9KiUIH186ZLAISwyJf2xhOqaMi3Yz5UQ/aOVUqCA7WWnxU4ymPxgPK0MSwFYgKIfV+z0ArUaWjyGOLoBsTrR0qq379iAplVhiZYLH2tD3GAL+VEk497HZW36R1Eek7ETgljpsTLV1Mp6DdjZiEPutHXbAV+QdtssOErWtzhFExvuhAaHFv64LX3rmOOUxR5y6VXWF1Y+51xzw6HukIPlnh+ymrixaUBlEF7W5Mfien5aW4ZsHFl/fwrZw5XmPlWceOLq51+MEk1JY/UY/0q1rQRQ+dkLSwWauriMJOkHCjO+VRNGAWeg3mcVNcUbIOz9A79g23GrjKgJZXyUOm3PiGdYebpDTiLcOAcSEJXM36Pl50yVKzVkRDZVQI4wqPqQ8D9UhU6X9zvfp5MQRpamo6mLVpzbTiuqptRJvZ6WaULISqbVtX901VJzQJcWWt2iRunUY6x9oSJfNYs+gVRuNrtm09nRh0IlaxjnCNcouTeIDpF+wNF0zWPlEqMdYmxqBEWooiEwR+SiwV6dKhMgSGMni2N+bkvS3+2+//GSQVq8oiKS1dVAXkLf3Pwq/FWJtghqd2xY2SeTOFtgzMpEJmeqydtQ2QUDoVQmg85SbRSbOl0aPresy9KfYbgpYhnrIsbcbgkv/Mmt5cPSvm44MTPuU9RCHYs2Y8zkYcxz12nCXjrI0wKl727wMadvFussc1e0qIUwfKa6GWRBEpm7wSlJU+qRa10d+1NZrytbN9DvtzMCqcIKPtJ8SZhdtLGNSdT6mMRiWtKq2UvDWaUCqBK3MmVUDXSRjnLbpewvGiq9m9dsadzmXzNZobilUQZ4JP7hzzJOw1QQeWKBs4/7a7borRhm/7bPecB2OtAJVSMV622PLWRGtHv3ANCJwM39GB3tKoNERECaShWNVZzK7UgQxxaZMryYNwqKcHQjFL3QaxOE199rwll6neXQtDkZQWggrPyjlftYhSm66XNEKylpnyKBo00ZO5EjycDigqQVaafN/wA7oy5jTTyNF1Yeu84cqiY6T8zuGrvNge8Xa4x1HYJ85bnCx1h2iaqs5xvtrQ7DtznnVPCZXDSrm49phX4+t8xnvAqmZDg05tOS76SEPxFz/4EdaJw2nY4XzSxbQKOiLWYRVbOaE9xjZKtv0Vv3nvHRQGry/2eWe8g2MWvHZ5oGlRucnB1pxp6BMuPHqDNecfjpCDVBOeRMVwsCZMbOLConJLpKnwd2ItgCtMbKtgedqms7eCAFZznyoXIEukVepOqYIylhgbX6sB5AbjSUevRxTQzjXQwiwp6zjPyHLY6a04HvdQhd5Dl5WB5eXkuaTKBEXoknuZjuC8NWOx8KkiQbmyWNmunhLlAmTF0bKrldtGhfIUhl+QzVzOdztUsaQytY0ljhw2qTbtbqwtiYM1F2ddWoOIZC8nzGwqJfTvB42H2LVzilKSZNoatAg9tjq66wwzC6UMHDcnrRXSZak7wJ4X82A+IKm7Z1nve9PEbiZYKG2P8vxNEaz/txJ02xFZYTZFevMzQV2clXFVLNE76baX8uBCh6FUpdF8bFMfi1J8dNpZj4w3+MmyFHSChFXkkitDJz5VaKuaWVLZ+u+owqAsRHPY3hT3zQFdKb2vN+oxu2HUlstCIM2S80Ubw6g4CbsctBf0nQhBxUOr37wOQU/SilxyMu9gmyWGWfHs/jmXUcCLu6d8dXGbylFUuUB6OWY7Z37SQbRyrCBneLDm7GjAlx7dBuB67fW/KNusMgeRGY1XeOP3LT0ai5G+x6Czijdv8fJKuKVkXVCTCmkbFIEeTSuz0t1wZlzFHD5dUKunxs/U/6wtTZXQxbsyrsbU3871Hb8jdmTBNVtHGi6VSyAytq0ld4ILYmXzrH/GZ1r3cY0ciaInI3yZ8l6ix7eTssUHyQ7vp7s8zoZ8uB6xZa/5zOARLw1PeH5wzidGJ7y4fcJz2+d877WHvNA9xfN0EU5zE8/O+d7DB3SdhFXikBUmrpNze2tC4KdcH81qkZTPw+WQvhMxdENe2DrDkQV9P2axdjmZdghLLUzxrKKxWzlmwUF3oXGPSpAr2WAdw9zmKO5zw53QkimP1/3mjfeNy0OAxjtZFJKsNGucH1RK4+r8OjlJGBWOWeCbGafLTkPiKuoUGkcUOqmpsJmkQYNVbJsJD5a64KfKZJm7HIddTKEwDX1YkIZiqxXi1P5nVRkoDNaFw0XcIlOmvunXHck7l9uchW12zAV5JXltccCPDr7FZzqPdKB3csCycvCNlN8YvMMf3foi9zpjbvWmzY10A0TYnOJ3nCXfG7xPT4aaHS0jTvI+n/EeEFY2Xw3v8KvhXQB+8uz7mtfYjr/msDfnVmeKNEt+7O7rXBQd/tjBF1iUPjmSLRnyB3a+zsAM+XzrHV7uPcZzMu6fjkjrcPatwVIjTgtBtx+yXHuYw4RibUEmuHF4iaqg5aV6ZOiWuG6uk39KSbR2cKwCozCIE0vHbvYiUAZlKsljDSCx/Fzv4pRBmtgMeiHCL1BLS49Za7XwJtavNYi0+l9WJIWJIcDycoKdkG+eXeMPPPdNOkGC3U2xRjF5bnJy1mc+D7i+O2XnhTGilTNoh5Qri2AQs3VjxvSsi/AK8sTESAVCVjxz91THkToKwympMkG/G+IPI6y+jtA0BMyXPv2tFfm3enziuccsVp5WEZv6tWM7mredl7LmTuvn2rYK5rFLx0nYaa3Z6y/52M4ZvV6I7eQ4To5fd6aepYVUm9eLlEqzkTdWIqtOPPKSenKweczqwlvbp2y7wLZqChbg+ymmVWrBFlDkku3BksuZBsX4bobpFM0u27IL7u5cXGUaV0Y9/tXq5K3OmizT/Ow0N2l5KUE30er2p97fUHf0m3G2oTOnN8LSzQ68rOlkmz2x7ejYyiBIcJ0cz8nY7qwJahHngTvnNO7ovOnYIUn0tEnHSmp/cRjbCEvx4cWIy3mLV46uYaylxkquTIpLTwtacwOVmOShxSL0OLg+IU9MPv6JR2QIkkryS6vneXw2+Mi4GD4qktr4iZV15SWuhB5LbzrbShhNwTQjMCP9OGwKbGVWzd9tim/51Mj56VPR0zvh6tdRWP9Hru/4jtgWpS6qLhphSMlQrjmwplw4Oiz+G+EtOu2EUDkEIuVF9wk/HX+Sx+mQrhnx2uIAW5Z8vH3Cbxu9gStytuSSo3yIZRS8l+yRV5LUNjlLOghDcdBdcBjMCQubwMy44U1IlcnM8TQX2krZ8ZYMnIg9d8Fp0qUIBNPY58F8wG88eJ+juM+Wt8aTWnFdKsHbFzt4ds719oygn3EadxD1s20aWrktqFAYFErQc7U6+zJvkVeS8aqFX4eFR6nN4daMk1lXf/1C8v7lqIlurJRBVmrknqoMLEMHWMxSn+e3zrW6fJOPalR4MuV6MGWee1wmLYZSo0KLSuKaOZdRwDpzuN7WgQJnYYeBG9G2EyaJFrnd7k04WXdpuSmZMimUoG2npIX2PyfKwHcy+m7M2arNr63uME5b/KbRO2yZS96IrwHw1cUtfmD/AxIjQ1KRV5K73jn31yO2WiHz2GWx8mtEoFa1XncmjUf5rn1Wi7VM8ko2oI8b9iV/b/z9/MbBOwzlmqyS/ODoXT6IdghLm//Ti/+GLXPFN8Kb3LAv6JshF0WHRNlcFB0epwPej7dZFS5FKTGtkp6vlatn0w7dtp4ebLfWzC9ayHaG29eh9I9PhnjtBFMqdgZLTsY9en5MlFmECw+3lXI5aUMnp8hMotRit7tCKYHvZFxetilTieGUYOpRo+tlzBYBKpU4o1jnu7o6YF6VBu1uoqPnMn1HSnKTbidkp7VmGvvYsuRrkxtcnnahNBgczJmedyAX9A8WHI0HSLNka7BisgwwvIJo7TAIIih02IJKJc5+yO+9+yr/6N1P8aAc0h+tmM8DUDpZ6XLSpioNFkY9Sl04RFJhlLDKdcD9hrW8GY0WhWx2qqapxVN5IXHtnPuXw6ZbtUXJTmvN0nKZrn3uDC45DTsNdW/Di97sxTf+4s1ddoNRVaX2LJumatjyG68yYtO5avxsKUQd5KDHw1FqI2RJUQgSrCYUAhSV0muhDQ/7Si0N3VbC5Sposo7zQjYpZ5ZTUBayGRmbphYBWk5Bpa7m0EWuX4eqnrLJTfBDzbVWymggKHFicW9XM+yfbZ3zzfkhqTK5CHWQxEYdrpTQfIRcst9fcP9oi04/Ioyceu+vqFyFfa4xldmNlPikhTOVpEOggthwuSgFzG3+z9f+V/36qySXaQv5xL0qxJsR9NOjaPTXUFKrpDfFcdOxiryq1dW1GCvTT2pl6BG3UepmpYGFCL2DFsVT37PeBX/kIFB/36Yo/+eOWF+33Eu6MmZVutxPd5iWLR7mIxJlEyoHV+Ts2XPmpU9b6KIlUHy++w55JXlnvcc1X0cZbkRcllEQiJS2jOnJiOuOttCscpd17nAU9nmue8694IxPdJ7QMWNG5oqBHZJkFo/HA/pOxLP+OTf9Ccdxr0ZNFrSdlFu9KdNMR/d9MB/xyviAg0Aj9ZLUIiskb1zscn815HTVJi1M7rbGLHN9Ok1qRfRl3OLRrM/JusujaMDDcMizozEf3zpjv6OVqfPY5XfceYOtdkgQ6I6jG8RYVolpabVpy8pwa/LYtr/CFiXr3GHHXQHgmlqdrSoDRxTsuUtG7lrH57WmxKXFYTDXiUW5xTJ3OWzPkUIxTXwu4xZdOyErJVFhk9fj/riwNJi+sMiUZDtY41kFIz9k6Ib8hmsfEJY2i9TjfrxFoiw+F3zIz45fwBEFYWXyP0+/m4ny+B8ufoD/5ehlPTGoR5WmeSV3lELxRniNn5m/xMN8iy+FzwJwXPQpMTgwl83zv+Os2Ldm/Gp4l3fTfT7j3eeHum/TNhMso2SlXL42vUFHJHzWfUCiLLbMJT87foFpFvCV85t87eQ6eSG5tTXhZNoFdFRhXmpRzNmqTW9rTZFLkoWj7zILHWu3mvucXnS5tjPjYtFit71qujPbzRmNVlSlQXTpc3TRZ9QK2W2tsNwCt5Xh+SkUAkSl1xAnLv3tFb6rxWnUBeoTN56wjh2SyKbKBdvb2sfuWQXvPN7lYtrm5LLH+28e6BuPpYgSByOWGDUoQ81sAi/lE6NjssTCcgt2thaaqGVWFGMPw1R87+ED/tWjF8gWDmrqsFx79HohWIq0NKkiEwpBNnPJIwtExXM7Y0q3YuiGeG5ON4jZ6a6wzJKWl2JZBa0gYau/wqmLs5SKMHZq/rseLT+8HHD/YkjHSRi1Q56seixj9yopSQkqpTv2TZESG667UVGUEqfeRZelpk9tfMmqFJoTUPvBAy8jTu0mt3kjgmq7qfbxmgrPyRpmPOgOfLbym8K/sUW5XsYydEnWDp6fkudm/flX9z8hdTHcFPHNZdTdb96wrSv9fjAqnYOemXVaVK3aTiwtsEIfuuepxz978BKuzPFl1vi4N0VY1MI0w6i0TbClk5iEceWZtsdm07EaokKkBqVbIRIBBpheQT72qGzFQEbsy5SeyDTToKpFV08VYqhBG5ux8KazfaowG6qGbBhX/78SG2V0hZlowpfueo1/7+8pq94TPyX+2uyFn/5vjLr7/jYtTP/Jhfj4+Jg/8kf+CMPhEM/zePHFF/n617/efLyqKv7cn/tz7O3t4XkeP/zDP8z777//ka8xnU758R//cTqdDr1ejz/6R/8o6/X6I5/zrW99ix/4gR/AdV0ODw/5iZ/4if/UH7W5dqwFbZmwb83I6u7mjfgaDxNNJrptj5sw8C25ajCEr80O+PrZIffXI7LSJK9MbENv6VfKoyciIuXgGvpFuMhdTEPRsRMyZfIo1qKwoRXyJBsAOvZvb7hg21lxnnfomlFTOMPC5tODI96fbHF/NaRQAtfUitHzuM1i7Wo6jaX5wE8mPbLCZD9Y8Mr0kLN1m69c3OTt812+8eSQs3mbOHI4vujx4WzI3daYQkmS0iQpLB0UYZa8Pt9nmTh8YueYj43O6bsxUigCN2O/pSMbh27IfmvBtrtmx19SKIEptI1JVQYdM8aqdfxxadGzYgIzxRYFXzu5zhvTXbbba0ypPZ6FEnTtBN/KSEtJWNhseSHL1OWgtcCVBdeCOb6lx4QHwYKOlbDtrzjwFwRmxm3vgoEVcr014yjus2uuaAutMv505xHz0udZ/4y/dfpDfPHhHcaLFrmSeGZ+pQyt7RmlEnz94pBXLg/5Gw9+A//k8SdZKd3VJJWFZSgCkfJJ5wl/qP9Vds0Ft50xwlC0a3V1UUneS3bZNRe81Dvm9eSQX0tucZr3+KlLndz04XLExVjvqF/aO+HDsy0+cXCsYRBG1dxMV3Nfe7xbCdIrCfyUyivZ6axwWylbwxWrRHOTPzjbotvR+gMpFZcXHb1ecBRFJpmEPlkpyVY2plmymvk4gxhhaqhDtZsgRcV8HmC6BaZT0PIT3rvcJnAzfSOy9dhz1AqZRx5+O2XQC7m3f077+hIsRXsY6t2jVWEOEi6Oe1R+SVaYvDI+pMoEeWqyCD1MS3uIza2EG/sTJmlw5R4oDIzHnt41VtpeY3XTZtTaGkQEo0gni4Wa0rZeu8xWPhergChyiFKLLDNZhy7ztY9tlg0WdMN4Ns2ymfwAzBIdVhGmNi9snzUCJVFjZPX9rX7NKL2clKZi1AoJnOxKGPXvWIyUEhrPWmgfbbnxnlbguDlCVPTcGNPS95YocTSSs4aD6O+v72VVqUMeVGVgmwVZZCFs/T606r+/6Uqbq64Um1FzVXfhFdBtxc3nFoU+CFhWWXfGZaOeBhogyTV/zsCJaLspgZmxLhxG3vrKpgU11Uyrz88eDXHtnHXsaJCRrFhPfIqgouiW2B9baGrXbkrRUihP1TYoRSUrPvfSB/r3QnfEtigoWuojlqSmINfd6GY320QViquPgRZr6dG00RRlowIZV5gRV4W2MJouelNclcVH/MJP76nFRti1GZN/m9d/UiGezWZ83/d9H5Zl8bM/+7O89dZb/OW//Jfp9/vN5/zET/wEf+2v/TX+1t/6W3z1q18lCAJ+5Ed+hCRJms/58R//cd58801+/ud/np/+6Z/mi1/8In/8j//x5uPL5ZLf8lt+Czdu3OAb3/gG/91/99/x5//8n+fv/J2/85/y4wJgGlda9ouiTacuyLccrez9mclLnBU9QuWg0OHuSWXxD88+y3jdokL7Yu+265QfqUeHWSW5KDvMS59fW93Ru+beIzIlOVl3eXu+wzTzGZlrXJHzMBoSFg6325d0nEQX+cl1ZnnAc+3zJvpvWbgkda5qUUl6TkycWpzMOwSe9temT518y1LwJOyRFCZFKVglDluddS0u0b+3YUCaWxwnPc7CNh9OR4yXLYpSMFkEvH+yzWrt8crpIa+P9zQ7OojouPo5e75zxr634OFiwMP1gGXmMY19CiXxzYysNLnIWjii0NCQ2r+8ba14uB7qHNh5i0cXfaLUZuBEqMogU7pTAFhnWoDUc2Ku+XPaVsKes+Bzw4c83zvnwJvz7nSL68GMVeHwmc4DJBUtM8URBT/Q/4CkkuSVyf/txs/xSfcRbySHvBEecDu45O7ORZO1minJqLvGc3OtpJUlWWrSc2NmocdsrdXhj/MBB+ZMKzWVpScoRolbd72bw9tPLz/BpGwxzbRl6azQHe631tf48uIOb692eXO6x5NFl0fHQwajFYNWxJvjXVpBQlbqHaYwKvb7C1peitdOdLdSGbx0+IRCCfxhxPG0S56Z7AYrlkuPPDWx7ILFMmAQROx2V1SxpNuN9E27EEShQ8dOMP2CcOVCqslSnpchRMXNvQnzpU+11j/HwWhOYOeEC5eOmyAtxd7OHNfOaVsJv//ON7k3GrOOHe5fDAkjh9HWijS1yJdaLHVrewKWojMIGQQRl+cd3akIPeItckmSWByM5oSZzZvHe3xsdE57e43cjSh9pTnSN8fkhSRPTPxeDFIr+cOJz2nUwV5Cx0oakEaemVTo/eyGDCalYlVnbguhhUuGoUE7hqgaq9IycnEsvZZ57eSAg+6CspB67Ft7gJsQiI1EFr22kZtDhEHtXdacaR0YYbCe+02AQqWEFsJJbXMqC8HxskNWj743PuiNolp/XX1n91t6v9wO9Ipi8/H5PGC98EhCmywxiUOtGoerjl7fNPTBYJPuVpRC09e4si+ZphYBlnVh3ozJy0L7j9+e75CUJr99/02d1R73GUftOojiSgRmWiXXhnOQFdst3WjNTzpUEwf71MJaCuRaakb5mQtjR4Na/BJzK6HMJbfvnfGn9n5BPy4VzJVDoaT2+W4KofHR7rjpSOvCbFRQ2mhh4CYruP5cUerQiEpCaWl/scx0nOLm7xp1Ad+IsZQFpXslxvr3RFn1LrnxNH8b13/Sjvgv/sW/yOHhIX//7//95v/dunWr+feqqvirf/Wv8mf/7J/lx37sxwD4B//gH7Czs8M//+f/nD/0h/4Qb7/9Nj/3cz/H1772NV5++WUA/vpf/+v86I/+KH/pL/0l9vf3+amf+imyLOPv/b2/h23bvPDCC7z66qv8lb/yVz5SsJ++0jQlTdPmv5dLDarYM+eUtJiXPml9M02UhWUU3HXOec045J+cfJrftfcaD7MReWXyK/M7RIXNVhCSKcmWu+bD9YjrzpSyEgzlmknZ4kk24CgZMM181q72un7v8D5HSZ/7qxGg4f6p0raYh+sBgootb81lEpAWJk+SHveCMQf+HNDdpG3rsITAythy13pMLFSzi0qzjQPdYKe7Is4tXLPAkSWL2MW3MkZtGHnrJg2pYyeoytCJTXU3WNbqRqO2WBSFhsYvUpdbnSnL3CWQGXe9c2ZFwG5rRVbqfa8wKmaZx932BRLV7Kn7VsSri2s8WgxgdOVRFmZFrxXxXaMn7DtzZoWPMCoeRQN6dkxRCdpmSseM6/G/fmU7Rm1nKhw6bsrrs31eHj7mNOuRV5K2THhc2nx1cYvLosUL3hPyyuSnTj7H6VLbLL5v70FN+TEQVCxil3XkNBYOIRVCKi7CoAE5lKXgH55+lhe6p/yx4Zd4mPd4L9lly1ziGjlz5VNWBt9aX0MaFSdpj5EdcpG1OE87XCQtjlddel7MPNao024nhFQX154bM563+C+e/wbfnGvR3OPTATvbC1aRg5SK21sTOnZCoQQvbp/yeNUnsDLee28f90bOcKBvbnFmUSk4vujxuVsPue9sM5+0sFsZeaLVw6oyGPbWjC87yE5GGDk8s3uBKws6dswT2cNoaXjCNPQpSsH3PfshB96crh3z4XTEC1tnPFr1+SfTT7Ca+dy8dsnDR1sYtmKvvWTyoA+OQrZyPjzbgkLjI9NMd7aGqW/O3VZMXkgWs4BJ6NN2U2wn5zxuc6274Fy2sJ7RB97jaZe9/pJFjZh0dvT72mrpEeXikxlvXOw2he/pS1oleWhTeZCGNoasPmL323S5tl0gRYVr5xocUhfB81Uby75iUgPN99iMYE2zYBG7fHzrlPGs/ZHOc5PiZNkFWWnpol5txsL6Z9wfLLhcaytiVQqSSIdNbFTNWX3QklJbjLLMZNRds+WFvH22g7AUZWghvAI/SAk3nu9KH9SbAoweMVf1SkIIAyoaZbdZoy+L3CKrWzlplvX7o6TMJSq0wCk5nnQxtxSvLq/RtyP2vQVvjXf1wa80EGaF4+XEFz7nVhsKfejOc8ng2pzVG0MMZZB3dVdbZZKqpcMeKIFUgF9RlYI/ePB1rd0xcoQB76T7pMpEZMZV5ytoLEaNhahEc6HF1edUQh+UjHp8re1FOghCWUad1KRdA6LQxbi0+UiHvSnilVl/DBo+9dOIy01X/P8V1fS/+Bf/gpdffpnf//t/P9vb23zqU5/i7/7dv9t8/MGDB5ydnfHDP/zDzf/rdrt87nOf48tf/jIAX/7yl+n1ek0RBvjhH/5hhBB89atfbT7n85//PLZtN5/zIz/yI7z77rvMZrNf92f7C3/hL9Dtdps/h4f65hZVeq/RFnp0miiLvJJIo+J+us153KaoBI/TIad5D0fk/P6tr7POHC4jn0XsojDYctf8q/OPU2LoDqn0aMmEh+GAeeZRVoK2TBiZKz7bfsDN1pRtd8Wi8PnW8oCjsMeTaY+TZYcdZ0nPiek4CedRh1++eIajsE+mTAZ2xPcePGCvvcIWBRdpC9vUeaBKiZrEpcdFplVyfNnj9LLL2bzDk8sei4XPo8mA00mX07CDKwv2/CWBmRGYWTOGknXxsewC30/ZHSzptTRiURo6vME3M+6vhswKLaR6tn1Oy0rpWnFjqHdFzrLQ8YOWUeKLjFXmYsqSi1QLOBy7YNgOeWl4QmCm+DJlWbiM0zaBzFCVwSQJuEhanCZdXpse8M3JAW8s9/kw2uJx2OfdpQarLBOXVeGSV5K4tIiUzcAKOY06zHKffzx+mQfpFk8W3UZI9pXzm8Sx3eysHKtgu7euxShlM6rbPC5FIbCsguNFly+Pb/HnnvxO/tx7P8bIWjGUa+5YM1QlUAjene/wOOzTMWOEodh1dKE4C9sM/bDe+VaoXLBYBvT2lgyDiDc/PODTh0/4l48+ztG8xw8efkAVm0wWAemlR7TwOF12+Maj67x6dI2vP77O8ZMBbTvB7Ga8frbHze6UF4ZnWvBTClRscpG0CHoxZELTmyqDIrF49fEhz/QuMe0C180x0JMehcFr5weUpdAfs3OWE81HLyrBLx7f443jfVaPO820pKhHu8eTru48Ui0mol2AqNgZLnQSkF+wP1g0FKmq0qPQy4sOUWJjeTmrszaXixZlKfjgg13eOdqlqgwu5y3GHw7JM5PH59q7P58HzE66LCKPfOFwNO9xeG2C+orOAjaMijIXqNrHS2UgnLJRBVe5RmVuOlVVd8v7nSVhYjdFWNWK8iSzaPsaLfq0OGtTyDutmG4Qsw5dLEPhuPlTinw969x4f4WlGhV6VVuL8lzqolavgYStVeJVaTSoS9Mq8d2Mvh/rgh7qFU5RCVwnp1ybUOrOeRPWYQCmVeB6WZM6ZW40H60U189ot2IGfT2taPkJVWUQx7YWt9WiM1V365vnDwVGZKJKyYOzEZ/pPSRTJpky2esutU9ZaXuUa+dYvZTkQRsqeHQ6RM0cpidd8t2MrF+ivFqjsTQRoaQyFSI3sPoJxcTDa+tktl1zhS8KFPBhsk1c6uQFZWnf7wZA0+yFnyqCjWr56TGyeEpdbUFlGFedbVlhVFXDn97wqw1Vi7Xq/2dGND7mStZFffOt6u/xtHr6P3b9JxXi+/fv8zf/5t/k7t27/Ot//a/5E3/iT/Cn//Sf5id/8if1zefsDICdnZ2P/L2dnZ3mY2dnZ2xvb3/k46ZpMhgMPvI5v97XePp7/LvXn/kzf4bFYtH8OTo6aj5mGQUdmXDDvmBorrlpXyJRPEyGrFIHR+qOq2+Gzb7XkqXO+TX1TnORe9xuT/jV1V0e5iO+ub7B/XiLgaN3cwoDYejOUBqKsLAZJ20eRkMmScB43WrsMg/CYSNGApjGPstUhy04omDfWRAXmgb02f5DfvjaewyDCN9NG/WiZZUMWnrEa9QQ96r2/ZWFoMwFk3mLs7DNKndY5TrecKe1xqpPuhtLwyZIIsosfCfj2d4YWxTsukscWfDLk2dYFB5xaWOLUgc4+CGZMnkS9zmJOzyIR5xlHU6zLp6ZsxcsOV52uDGc8X0HD9j2tbArLBwu83YzynNkwf3FsBlVZ0ryQu+Mj/XP6VgJs8yjqCSFEtiiZCtYs2MvueVccNc7Z5K1eHe1gyVK3l3s8F3dxxwl/QbsIAxIcxPHyXE9/dze6U54eesxvps9VST0jbfvx0ipc52LUjBZBXzj0XUuZ22OkkGtpJZsmUtOsj49J+Z/f/DLtGSqhViXt3i87rOuaWer1CawM6pEUkYmjlXw8HwIomKZuYSxhna8Od9FtHTX19pb43USDVOITVRRJ3rZihv+lOvbU7LU4vXTfd6bb/H89jlVIqE0OJ51iSMb0cpJ5i6tXkSVah/vcdil20owjIrr21OOL3s8WXTr96COB5zPAqSrhUgfb59gm4UWKHVzdjsrxpMOSWizvb0gn7uYnhbOtKyMoBvTHoVMVwFeW3+fJxd9sszEMCvcVsZk2sJ0Cnw30yAZp7wawRpQRSazyzbtIME/WFPN7EYNbRgVRqFJUdiK9WXAbrAkeSniaKzXY4asdNGrgxQMA5KTACOWkAvm80C/Pwpt8bs2nGvBY2I1e9+NDaksBNNF0BQrpbSPt6o06nO3vWIVax3B+4stPDtvRsXiqTtwkUstsi3rEAVRIewS2y4JvAzHKpgtNXCkNYx06EsdErHTW2GbJU/O+ySRDZngN43e4XTV1nnKjn4PD3p6OqIik2Ktu2/f+f+w96extm3peR72jDH7OVe/dn/6c25fVbeqyEsWi6RJS7JkyqYBIUoUNXYUwLETwAIi54cVJ5ERM4ryI3AsCzCiOHBix7AAy4IZyI5NiWLJYlPF6rtbtz/3dLvfq1+zb8bIjzHX2vsWJaoI5FdFE7ioW2evu/Y6e681v/F93/s+b2UY9i24QzWSInfIU5flOuTNnVPjitCi/fsbUIu0lCnAltoevCxbITo1dCpj4VJQKIfTpM9p2scSCuk2oMw6ZDGPjBLb04iwQSc2VtKWm9xCB8ZG5d9do12NLAWikHBQoE4M3e1/9cZvcN82OFoHzYfVmELZ/M57L7WKZ30D0KGv98MbhfSNnbF5c7At2MAW2HHTAnXz2ux8N5AQuO62ZRsMIX+IsrWxQ92MYvxRrj/QaFopxVtvvcVf/at/FYDPf/7zvP322/yNv/E3+PN//s//QZ7q/+eX53l4nvd7/vykGnLUFK3SuaTSFgsdsmhCam12lD03593lPsfpgF/afZtK29zpzElrl76TUyibnpMTWQUXRZcLt48nK+LGo2cX7PZicmW6s1CaDu8s7dF1Cx52JpylPWolW/as5vFsh7cOXrCyfM5WvS0RC+AkGyCFIrArXNmwbnzeX+2zLlwCpyZyK3LX/NqK2mZ/tCIrHcI2HN621NaHa0lFUdmcxH3y0qHRgv1uzMvjKz6YGkbvpiAmhcsgMOKpde0xbPOLD8MVy9LneTbiJOkTFx6RawRWPbfgIu+yKnyUluwHK741ucPt7gJbKG71VqwKn3cX+ySlS944vNS9AmBV+dwPp1wUPQZ+xo6fGN61VHw6OuZ5Md7uYJPaQ0aKd5cH3I/m/PbkEf/cXsVl2eU4HZBULnkbQvFBss+XXzwwYzktjDhn87MHdvyEkZtwnA5MHGQbBA9mr7jOParSpsjdFmYh2R2u6bilsWk0XXatNQOZcVwM+VcOv8KuteK3p79gLBwafvnuD/jV9ZscRUse9SZUyuLWm0uer4e8+HiX3uGaTLicr7uUa5fOzpzj2QCVW3iDis/snfGV9x+RZxH3Xr7g2ckYLTQ//egpX5/c43zepRPlpLnLdBXxr9z9Ks9uj5hc9sjWHq/fP2OeB1xOewZrGDSwcnh6vEN3mNIPci7XHeqJT9MeTgDSaWhuHE7FbifhnfUh8zg0vGBl7HC6DTSIc8+gCQGnVxA5BfEiwPIMXx2pee3OOe+f7NPp5KxnPfp7Sy7iPrbb4Dk1i9wURxmVZp9ZG4iEdqEf5Ly4HNK/u2T5vI/oZNhuQzMsubc/5WTWp64tlkWA71fI3+mjfm5pggravSwY1bB9kFKVxqt9NFpyueqYzOHcBHVkqWdgHpXBVYpNCACAFpwtevzcnSf8xvxVdsZrtBZ0vIInrQVKSM35vMtbd17wETsGvNGugXQ7mjYBDqZrThMPce7BJEDlsA7A8aCKNMluSXeUmLAEqbjbnfO153dN8lZuDi5dy3w2y8b8nPfvzrg4GXLv3hUv1BCVODSlxSDImM0jsNiSwcCMxu/sznlnvk+cm3tmv5eyjoNtPaorC89WW/WzUoK9vSWTubHAOUHFvAo5W5soWK0Fu+M1izigmPvIhYsOK7SlcYOKMreoew3+KCefBthRhT4JyKoOshQ0kRlTO25Nc6sBJfmp4ClW+4pmyuXD4oAvXz6AUhp1dSWQZcuKvgntgG14w7Yr3RTKjXBLmsOEAXiAVZi5st6q4sz/yKp9K9TtqFtsNYNsaF3y5gi6bfK33fLvqUj/6OsP1BEfHh7yxhtvfOLPXn/9dZ4/fw7AwYGBYFxcXHziMRcXF9uvHRwccHl5+Ymv13XNbDb7xGP+Uc9x83v8qFfWGPFVqswbrkGSK4dlHWKLhp6Xc7weIIVRLW/sST27wJUNAyel5+SMnMRkBwvFpOrw7uqApPZ4d7nPu6sD3lvvo7SkUA6P8z3y2mZV+JxmfUP9aU34GzFJZBc02iigXashKY1F5yTp8/Fyh1kW0nNyvjW7w8m6j9XuccvGmO13woTILQmdakuiCj3DarZa1mtZWwQtWaiobKrKqLOHbsY4SvGdGsdu+LmjJ9wdmID5RR5wGvfNKD0dULVJTbWW3O/OGIeJQV+6BUnlYgtDpzqNe3zj4g6BU3GVdZjkERJN0WL/XMuAO2ZlRNx4PIqujPdaWVzGHY7jAcvS5144w5cVd70pFoqwVSSPnYSsclhWAV0n59urO9hSUWtJoyQ/u/eERkm+c3W05eUKYVKgmtZCIoUmrjyS2mNZBtweLIwyU29SYwSDMGvtHsY7KTCEoEkccZIO+N+88ye4aro4QnGcDvha8pC/v/40lbJ4NJzwaDjlH5y/gu+Y5KwPV7t89ewuAydjkflYvYrArWhqSZz4SL/BEooytxntrxh2Ut6+OgBhlMeTOMLyGqSlyWuHaRwipWY5j/C9Cs+t+e3Fy3x654ywn2F7DSfLPrNVhOvVqEpytLcwoQy1ZD03KVv3hnPsnZw4NuLAqrTxBjkyqHGchvudGd8+vU228k2nZGlOpn10ajMYxQRuRdApaGKHUS/ley9uI1aOYQfbiiAqzJi5EazmITSC290FlmfsNFVjqFkyk1vilKgkohLQmEnCw8MJe50YHTZGedzuWG2htmPlwK7IUpf0UPFwPEVaN1oXwLI0d8YLHh5O6ITm55lnLmnqMehmnC17bZfLNptZ3Pj/WkGeujyPh+yM1/h2TVo45mfR3mU3FqRSWVydDJif9Fmc9Rh1Uu6O5tjttKouLdKnPQa/5dN9KikHmtUrNWVfI2oILgSsbOJFSFmajn3gZNS5w8HOEr9fQGbxa9NP41iK6ayDriRJYXJ9J7Hxg2OZ6rPMfYNe3HiIS2OrGg9j/tm9D1lnPoFbUZaWsXQV5uu6PVwYRrYGZRavaekYBoGGurT4zvw2TSNZrUOWK8PJ3uvHJiDE0RRnIViacuojKoHTLyhfRIYhfuGjdku0MGNgUQv6d5c82Jny19/6L/hPf+b/YeJEhaJB8KXkdf6r089x/nTcpiC10YM3r83o2TLF9eZ+9hOCqpsQkHa3q9ud+eZ5to/fdNjqGmupN8CQjQVKX/+zGYf/HhrXP+H6AxXin/u5n+P999//xJ998MEH3Lt3DzDCrYODA37jN35j+/XVasVXv/pVvvhFY9/44he/yGKx4Jvf/Ob2MV/60pdQSvGFL3xh+5jf/M3fpKqq7WN+/dd/nVdfffUTCu0f6S8oFE/zHWZ1h/Pa8IwbJArBx/EO8zzAs03E4CZz1xUNl0UHKTSr2vCNC2WboAAtmZTma7eCBevCKEfT2iVXDlIoJmUHqx1vyVawYUujkERo9rsxtbawhMK1zGGg65XbcIdaSTpewaSImMQRDwZTXhtdcBiteGV4Sd/L2fFjjqIljjSn0XXp0XULAqdi6GeMQxN/9qg/4VZ3yV4vxnFqns+GvDPf5353xh86+pA/dus9wOx/970VrtXQaEHR2FykXa6yDmdJj9O4z7SI6Lm5ObRULgM/4/lyQF7ZNEpQ1jZ9N8ORDb5V41o1jZIkpQn2ziqHb57c4TdPHvG7kwd8f3GEIxQH3TWVkjzsTtlx1nyU7/P3p6/zUbLLtIoYuzHPs9G2054XId8/PzSUrsKnbCy+Ob3LOvOoGot+J8N1a2xbbUH5m4NJrSUXeReJJrRLk+fazrGUFoz9xHwwa9mSkczY7hdvf8Q/v/sO6zjgP7n4Of7K8b+IRHOSDfjtySNeTAc8npu9WaMFnxqfM0nN709rwZfP7jOOUvq9hFGQcmd/zufuHKNKi6Kxibo5d3pLLmc9QreiM8hoakmWurx17zm9bkqtJbvdhIPBGl1K1ssA22r4nXde4pvntxlEGaoRBG5Fv5Mx7ibGd5x7eL0Cr58T9XOS0qXnGH+tZRnmtCpMbmynk1MWNt++vGVWF0KjK8l4FFNPA0QtWMwj4syjF+ZYnYq+l/Po4AprN0fXZsz8aGeKkJrD/YWhPPUrPpju0mQ2KnZYrUNzg9egZyaUAGm6nGic4liKorY5X3d56f6F2d8uXFTscLrqbT2+iyIwk4tuw64XI6Vmb7jmzVunvHRwReAZwePQS8lLpx2zmtF7VVs4VrPlb9Na2Ta2Iasldbl+xWVs8KuzJCTP3C2FSjUStx21v/2lV3AmNrgK/9xm8Q8OOF70Wa8Cs59+7tF5Kolvw+LzJf5rC7pHa6yHMflLBfmepvPMwnnh4nk1vlOzqj3csOTsYkBVWQgtWJU+00XH5E0v7C0CND3pmCIMoAVXZ30zRm7E1iPe76d0vYIdZ22IcnaNVtIopb1mm3vsuOZeuOHQowVVZX9i0jr0Uu6N5ltyly0aXny8C7bC3suQhWyLOGhHE4UFVinQC6P90UpgJRaiEajIpNj9H+7/vxnIlEhUpNrmaTXg78af4m89/UmevXNoinAlsPLN6Nmop2WblHSzK77579vO+Ib6eQPm2HTF2zE1n/zvtsV4EyixsTPdvDbqdn0tHPuDFOI/0Gj63/w3/01+9md/lr/6V/8qf+pP/Sm+9rWv8R/9R//R1lYkhOAv/sW/yF/5K3+Fl19+mQcPHvCX//Jf5ujoiD/xJ/4EYDroX/qlX+Jf+9f+Nf7G3/gbVFXFX/gLf4E//af/NEdHRwD82T/7Z/l3/91/l3/1X/1X+Ut/6S/x9ttv8x/8B/8B//6//+//QV4uAIsqxPME8zrEkTWVtpjXEd9e3OFs3W1TbYotiSpVLhYhO15CpSzmZcCeH7OoTOpPYFVc5R1qJXmWjhgFKX0/Zz9YUyhDYWq0MLurxuE07m8DGbLCQUrN3WjOqjK7pZ6XU7Wb/qqxTPyZMt3noWf8soFV8TwZmk5AS7pu3oIVcq7yDr5d4WPGrneDmRmhlh3CFjfZcQre6J3xNB2jEDxdjjhNzKGkZxfGZuXFvIiH3O9NqZXFrDCqbaUNVF5pQVK5lI3FuvDo+zmrwtg9ytrCsRSRmxHaJR9Md/GdmoOOGeMpDa7TkBRm35eXDhMRcqe3RArNydKQtApl8yTbNVGOssaVDR/HO9tdelHbZJXNIMipa4vfPHm0xXxuAjKaRlJL2fo3oa7NAcpC47bhFYFt1grPZ8NtKtPm0NR3cuNpbOH8m1i3f/DiZfYervH8ilXp0yjJ2bpLXVtG6So0a6BSNn/o4EOeZ8Nt9nSRO2TapWqnA7MsZBEHXK463Ls94V86/D7/9dlnePv4iCazKDvGJtLvp9RKsuMmvNvs82Q6wncrw+31zT7Od2qEY8asSezT6eYs4oBPH57xnRe3QWjWy4CdnTWTaRcZlmSlwzee3+Vn7j9hP1zz7Y/uIXKLxtLs7CVbVb6UytxIa2nGrbZicLBmcdFF+TU9t6B/YN6/h+GKq06E1TOBKCerHrbTsM49djoJXn/Js+kQ6TZE48QU0gDi1lN7NFox9WriechemHH6Ysxgb0289llNI4a7a+ZLF1EKowyeutSdBn+3olr4iFpwkvaN9cupeLYckeQudS1Z9Xw+utz5RLTf/mDN+ay3vU9IW7WdsFHN+15BWdnGXlbbrNYBQhroxWiQsEp8mtrCD0rS4w72C4viQU3vaM2eX5DuOsyP+wTf6hO0nVLZ06w+V3DrcM75rEey9rFsxWtHF7xzfEizXxAHDsGpRf3tAdOx4uuZRxQUVIVtOlpXcRiseDc/Ak+h+zVRlJNceWjnunuN+hnxZWQ63NKirG28qCTJXHy34u9efcp0yVqwN1qZw5pXmWQsoc0UZuMftjVaGTX4ehFiBTUHoxUncR/frhkPYtLCJak8Ex24cmhsherXON3S5FqvXbLCodoxzZXwGsTKRQUKK5WEo5R/77N/m4EsaRAslMt/Mvln+MrpfRazCLl0kDXoNsJQ1IIm2LS1IDK2ZKuNnWkD99Bcj6eFMEVU22zHyJtOVtsgKq73uhqE1mjEtmBr68bz2Nc74Y1iWsm2lqvtS/uRrj9QIf6pn/opfvVXf5V/+9/+t/mVX/kVHjx4wF/7a3+NP/fn/tz2Mf/Wv/VvkSQJ//q//q+zWCz4+Z//eX7t134N3/e3j/nP//P/nL/wF/4Cf+SP/BGklPzJP/kn+et//a9vv97v9/l7f+/v8W/8G/8GP/mTP8nOzg7/zr/z7/xjrUu/37WsAsYoKiWYVxGpcjnN+qwKgxi81V+SVi6eVbPjJybrVvfZ4NVrZXGZd7ZZvo4Q5I3xu+55axZFwH6wJrJKjvMBv3nxEnvhmr5rAul7Xk7Py7c729k64iTtcytcmpF0ZTJGe17OLAsJZIPn1ey4MR/Ee+SNw6rw6bgFNZK0drgbzfnq5T1Wqc+ru5f4Vm3ST2TD03TMogzwrYpS2dhCIe2Ss6LPx8sxfS/Ht2ueTYfGt9siMPd8Q8yyhKbEWDdu9ZccL/sGeqAFncDkpFa1KcZKCxzrmk7VaMGqDKgqm7q2eFrZvLFrVgpx5RE55lSe1Q6hU7IsfXb9GA0M/Yx3JvscdNdktcNhWGwzkpPSNWpuadCBltQMuykvDSY8XY1ICnerSK1rSabMzSbJXFRjoSqJcE1Ax0YpvMq9rXgObVJ3qsriOBkghIkg1IptsLzSgt+4fBWtYVn4Jgt5E0G4EehITapcdpw1v335iCTxtxF4auqT9MyT7XQSCs/GdysqJTkrzfqiSU2ww/yshz/KWccBP3nvOcfpgNUsojNMeTCYUSuLRRBSpA6u1aAriXaMWjhJPaRUpLWBdwyHa87PBwB4QUXTSPLYw/Yrnq9H3O4skG6DyiWkFk/Px6jUxt0zIBlrbuM9WBuqkmVEfcEoY9hJOVn2KXKHeuUyPwqYn/TBUQhXoVMbmUtKX7G2I5yOEWepyiLySibzrvlZ7K+IM49nJ2OEpbl1NOPk6Q4yk4h9TdTNWV91mE+6iLBG2oblLG6l1KXJGMc2cX2H4YrjxYBl3OIlW9X8ybJvbEeteCsKCqZxuFX+G9eK3q6PNgXbdysaJc3nQPdb7rRBWo56CefnA8rnPaK5IH5Q8+prJ5yueiSFy2IW0TtaU+7a2E7N/eGct58eGbX58zE0AixNtBfz9tMjdGaDo7jzyiXqZcH523v4lxLrpEvmdZEdTT2skUHNWdYzN/5a0OnmrFeBKQYNiNRCd2o+tXfOt8vbVJlDbzc2XuzS5o3bZ9yPpnzp+SsIoVkmAXu9mLq2yNYelNIUudyicZTpsFtBaJVJdClxohJbKq7mPbQSjPoJgWssazpsTGzl1DNkqq5xIjhRRV3ZCEehM5twnBInDlYiuf35U/puzkNnhiNg2rj8Xy/+MP/9t17HXluIFvChHEO9Amj8Vp1u80nf8GbFa1/vgDeXtm6Iqm6Mp7Uw3uHNXvem/QgNAo1qudTmg97e77zrPOONaGvz50KBLK+/xz/p+gOzpn/5l3+ZX/7lX/7Hfl0Iwa/8yq/wK7/yK//Yx4xGI/7m3/ybv+/3efPNN/mt3/qtP+jL+z2Xsdr4eLJmUYdEltn9hk6J36u435kxKw15aMeLKZRNUntcFaaj3A9WLKuAuPJYFAE9L8e3Kj6c7bDq+Iy8lOfrIcGgwhKade6xzHx++vA5nl1zPzKIx6xx6Lk5Qz8jq41I5GFnwnE64DLtklQukVNyvzvlWTzi/fX+dgcrhWZVGFB9aFeoVuFrLCYWi9LZcn8HvrEgKWkwcz034yQZsMp9GiU4LXpEXonjmL00mJtQf5BhoVhUIZFlEpeU3oQimH1cUdm8vnvBu1dG5FGWFgfDNUXlUFRGab5s0X8bL27fyehYBVeyw6NwYgLEhSatXHaCmHXtIYCLuEvQekXHfsLAzcgbm2dLE1Lh2o0RoTWSxSpEKUnkllzOuzzcn/BiPtiOC8EwsS1LI2VNpWyEVJSlTRVIbncWprsuXHSb6q5aS8ksMyhBIQVama7wwd6UUlk40uwqzyd982HW4vqDrwR56vLbl484ipZMkxC3BeS7dsNVYyL5qtLm2dmYsFMQipJlGvCD5SF3e3MmVz0s16waytzmYHfJyE15JznA7xZIoXm+Grb7fgtdWqbLlub1d0eJgWpkDidL479dpAHSVkznHfOalcDvFOYmnPnc7Sp2R2suyoGxwUgNtjZ5037B+aHLQX/Nk+NdolFGzy9Y5WYNMltH1CsXZ2C6xmA3JU9dbLdG24omkMipix7XVKlr/KGWmTy8fuucRR5wPutRzT1wNMjG3LcUsFNQNRbJ2kcU0qT0aEmjNH6/JEtcIwoDOuOU+CoiqU0HrNV1SpEA81lpbUOGE21SlDb2ImDLVJZS4zg1VW1Rt+rqp4XDy/tXfHS5Q11ZNI3gU7vnTL+zh7MSxK+U7ByseDEfkJ12TFfqN6yf9dGeIjha4lsV0taohQu2UQx392LW512Q2kw4hMaSioFbcH6Uk41srJmNtsBdSryZQ3Zg8aIzMOrwXmUaMWnCCaydgubKRyQ2/+zwfSKr5Evff53VaRdnlNOsHJ7Oh1sqlxnVGyuX71ZkZYDdK2kqM1K2po4paLYGBXYiqUNNbnmsvJIHu1OeTUdEbmkO5hPPCN2C2qinuzV1adGcBaiowRvmlLVj9s1PekgJu29c0Xdz/vd3/w6Vlnw5u8d/dvwzfPzBAc7Kaj27rT2pMe2trNvOVGOUUnVbJFvRFvAJ9KW48WbYjJR/OLRBC/O8G2rWxn+spbjeKf+QClrU199Hb8Rh19yU34Pf/P2uH3vWtCfrbezeyEkY2ikDJ2PkpYZa1ZhEmr6bMyk6LKqAaWF8sx9Md/nB7JC4MrzjWknWpcesDSiQQnMcD7Ck4qtnd1lXHo2S9AJjuzmeDfhwtWtSkbQksCpeLAacLXp8+fg+35rcQWnB/d6U3SBm6KecZX3WpcdVGpFWZrRpSUVW2RSNOTctqoB7gzkvjSfUSnKVdOh6BevcwxamYNnSHM/iymOR+dSNxG6FLHHu0fEN/GQTsl0pi1UdbEEdm7+fZSm6oUmXsa3GBDVE6bYDTUrH7Jk0ZIVjfNc3IAJP1+M2xtDiquxyO1rgWGZkOS9CPpjucmewYBwmDP2MtHKZZB2+dXWbjlOQFS55aX5HVWNd32CF5sVkwJ3dOR2n2FKBwFi7qjbofWP3MoQkYUZwsiYu3C15CIy1oztICZyKN2+f8MuvfR/Hq9kbrrnfnVI2FqerHmVuXxfh9vtZtiEJ6FLy4mLI8/XQjMhrSVa4nJ8P6HYybLvBD0qE0JSlxWwd4VgNcenx/mSPqJ+Z6L6gxHYbXhtc8tsnD3h+PqJIXH768DmrxGc1Me8/atPZU0pUbJCOWzh/5nIy7eM5NbvjNUFYmoShwOT47vViFrOIL3/8yExFFFhhvd0VprnHwM94cDAxk4+gosgd7nbnrE+7vJibnSWOCTnYqJWlpamWnmkmSovo4dIwrrsFvcM1Dx9eEOcebz+5xTQOqUsLETbI2Px+JssOVr9CrR2SF12krdB+g/RrpNdge43JT166CEdRK8mrO5dbOxiAaJPCRPvvG1GVUpJOlLNYRtwMidjsQ8Eo58sWnLGhZDWNid7shm00Z1jw9Wf38OaC1/+FD/B6BZOzPumlCakQ48IcasYGy9koyQ8uDmjWDo9eO2VDnahrC1ELXn3pFJ1a6MzmVrTk++/epVm6WH6NOMrpPVzwl/7036bqacITSXxmRFpq7rKeROb1D0rCsCC4vcbbT/lrb/9h/uHHL5mAD98cjEUtWF92KBqbjldya7jkp+8+p+8aHzGuotvJ6PQzE3mYi62YyU7byY/QuJ2Sz+6dIoWmqiyS0uXqdGAKpNvaKDXcuz1BZzaq2yBqSXluIjmFp2C3ILq/5F5vzl+++1/jiYb/Pn2F/9uTf4Yn7xxiJdefTZlLE8lYia0g62Y3uy2AN7vPf8S++BPireaTxfimwGuzL97sjJV1o5jDNTmrbC1MrZRJue1zbFCXN8T3/6Trxz59qWdnNO6aPXfFrr1GojguhkbVKzSx8EyHVruEdoktBB2n4P3ZHnnp0PMLLuIunl2Tlg6eY7jEO2G6zSKuaptRmDHJOhz2VygteLoY0TSCZ9Mh3n7N7XDB27ND6kYa7mrqcbHoss49cyMB5nlIXLnklW1211bDPA+oW6+fLRRx5bV+ZbXN57WkQmJOtXnbeUs0XafgOxe3Wi60eRfaUpEVDtNlxGuHl6wKMz5NlUtSu4zclLvRnEnWIS49RmFGXtvs9mI6bkFWO+yHawK72h4MktLdWjU2+M2mMWrY83WXmR3i2jVx4FHUNnHpstMxsAvPqZnnAY5UFI2Fbxsr10sDk7sshIHQJ/m18rxps5zrwubZ5Yjx3YSHwxmzPGSemkPEqJdgCc10HWE5zfbmV1U289JwjIVUuG5DlrhE3ZyitJk2IT+/95i+nXF/Z8YsC/md44dkqWuoPJJ2HK236tKmNJ9UYbNNrOoEBcvY5LGKtc3KDrDdhk6Y0wSSbOVTAbVvcWewIC5cen7Bs2e76F7Bg90pP5gdsL7ogACrUxHZBcXaEMFu7yx4ttpjPTfaBeE3ZvTbmIzbo/GSk8mAybzLm3eOmVgdzmc9mloySXtk/YzdvRWTqx6XcQe/bw4zySKAQqJCYbztacDPHD2jaoyX+6PFDiKqyRKPnfGa2DXRi0V+LYTSUdt5D3KKwqGMXayg5s+9+nX+4y//grlDucZBYDkK16vILQWxQ5XY2OOcxtZoR9PktgmRCGua1DY+3NxCOwoaYTCwToqwtUHStvAO1frkDXYRNtGBVou01G2ijmoEReHQjXKW8wjRoh3BHN6CsKAsbfLMxbVNiEQ/yKl+a8zRLz0nrc37EqkRgWEj65WDs7JouhUyqCkrm0EnJbpTItHIjuFLF8876FDxfDZEKIHsl1vUrSglzcpF+A11IPmtxSuUo4ZyR9N57FB2NVVPQ21iPHUliZ/0kfs5Sgn6PZOHLKUyk6pVhLY1Mqx5PhniOOaAUQ/M2mkDWEkyz+A3wxpl21iZQBYCO213sloQBQW//fEj7u7NzOHSNjqFZqAZ7q5ZvBigOzXPz0am+1cCbWmwQHoNd/bnHEQr0trlf33033HS9PmwOOD/c/4ZLj7YNRnAbbFT7TjZpCAZNbtyQRaiLXhtZvD1Wcrsf+H32pnY3gZ+7/VDBXOLy7wBBdlwqzfPpSwzflaOeU3QFuWNKEx88jX8ftePfSF+mo35+cExVvvTG1gpR96CRRmgMMD4TWyg0oIaSVx6fG73hHfn+zhWQ6PMDneVe3hA38/ZDWLythCFdsnQzSiUzTeO7+C6NWVpI6XGthUfT8esS1N4dSsOsiyDuUtzl4fhhLjxuEi7pIXZGdutN69qJI6lGAU5L+YDbNuoPA97K7LKIXAqPLumaGwOW4HYpjPoOAX9IGeZ+Z/A+tl222XXDiM/IbQr439GYMuGW96c36ke0vNzArui4xbcj2b8w+NHBG7FwgqolMUsCfHdisC5jmlsWiKR2wLjbashzjykNCETVbtvftSf8tFix/zMtSCuLfa6sQm/qFyer4dcrTqEfrENZ9/sc4UwN1AAVUv6Ts5F0yWrHI56K1alx9DPOF72TQ6sbZTPYAp7xzGjWd+vqCobq70pDToZ9/szjvMB/3D5Ep8fn/B3z19HCE2/l5Jkntk1biwd7fNt1Juba5X42JsbutDoToNeO6iBZj7t4kUlVAIZ1tSJmbQcdNfmUOQ17PZjjhcDM6rXAqtriGhZ49AbJ1uBmswlSmg6+zFpYnbelq042lnw7OM9cBQ/9eoTvnN8i05YUCUOVtCgKkGWepSlzb1bE6ZJyKib0HULPkxdtKWwvZp17pGlHl85uY/nVLy1/4KzrM9iHZgkIbekbowNy/VqDgZmFO50GtZtDGCZuPi9AqUEv/rsTfMzqyRyZbP3GZPD/eLjXWQhEcMSOXGpUgerU5l83cSFrjmcNRKcqKSSxq5DbvHe2R5RUGL7FYsXA0T/GtIipTb20TYkwfNM8IBWAj8s2/G0+d1VjUXYy0ljj0YJZPv5zFKP3dGKZRIQJz57wzWnXz1CDzUv9644TgeUiYs9dah7DaIUaFdT7ZeQOFi9kqPhkueXI+rMpnuvMLGP/Zz6MMMSGsduyGzNnb2Z4Q1EFUTAykU3guRFly9dvo5QAtGpKD5f4n8jwk4F6cs1VeJCLU3BagQqcYhtD9+vKAqH/PGAZtSArfnMnVN+cHLIznDF6bRPXtukhYvnVSjV2vxafKe1KTKOpghbgtWgYh2beMjzZZduWHA67cPSAU+xmHWMVQ5g7YCtwVFbFdXueM1OEPP1J/f4977wX/Jb6Sv8N+efMbv1027bgYsbViNtil8tUK5uO2LT7lqFGVWLWnyi0G665O1ztKrnjbVJc2O8ff2Q1urV7opt84ebDnf7PDe66Jsj7JuQEDB7YgSoa+ry73v92BfitPFokDTt0WRgpbzun+KIhlS528SgRkvixqNQNqe6jyfr7djWc2oGbsbEieh7ObZULMqAXT+mVhZDN2PkJniy5oNol7RwCf1yu4ORUpNVztabuAmib9ruuFDm13AYrvjM8JRvTe60TOeawDG2qqsk2oqmuqF5DZ5dUylJRzbEpcvQzbgqrO0YvVES364QoeZTg3MmZUTZWHww2WOnk7AuTId6tzunYxUc+CsmRYen8ZjILakai65TmHQoofiZo2e8O9+nUhZp5RjyU2MhHWNhyVsR1qrwadqbmxQw6KTUrSLcloqyMX7pvSjmPO6yG8U8nw/xrJqPLneMatWtaBpBnPom17RF720uy1bb0fK3Lm8RODWNMuKxR/0p3z67ReSXJLm7fbwZRRqIiclONZ1rxzP7yJcHV0g0VetNnpUhf/il9/kHj1/BkvqaFbwpvj88dmqPzibRCXaGa2bLiGCYkqz8NvvY8IMRoNYO+Ip3Hx8hHMUrdy7YGa/JKpsscUmWPuFuYlYAa59ff+913nr4jFpJvnd8Cz0qITMd9eNyB98zeMqTaoA3yuiGBU+XI5rKoh/ksIexx/mSujbB7XHhsZ5G6JFgmQbsjtY0SjI57bPMHTqDlKJwUErwO8cP+cLRMz6ydwi8kqxyTCfl1qQrnwvRNQHyVkNV2jSZhd8vtjf3OPURYW1QiIPSdOiJY0Q94wJpaZquISRIYXKA5dRB+ZrGUlAZpbUV1nDu0USKvUHMXrhm3fF5PAno91LS3N2uKcAI7dAtIcoyaFjbUhTt7FBaDXnucGd3zlltJjlaG7xkXVlczXqMBjG5bXP57X2sWlC9nPG92REvTkegoYmU+bsps7qgsLCXFjrxearG3Npd8OJkzCwJEYlFpn3zvROL6naMzCTP3z7k6t4avXKhMePgylZgYahTwryPf/reM75cPMJ/7NH7notyoBhrqp2KMCzJli6jXsrF+QBKCYPGwFcaySwPaSrJi8shQsCqPTBVlcXeICYtHbLCxbVq0pH57IhagII/9DM/oOvk/J0v/yT7L02YzLu8vDNhctrHqqHpKkN4szROp6TOLURQE3YLkssIUUheGkx4vh5y/2DKqvH5b84/w4fv3UKUAtkWVNnuXjcdpbbMWN1eS+qeMmPqTRFsfqhQarZc6Zse4E+kNHGtft4KuG4KsdQni/hGCLYZ039iPN5+TVam+NbBDz3fP90Rm8sVNV9dPuSkHOKKmrXysYQiVe6WO73hJPftbOv7nZQRQ99AGHpuYXjSSmwBF0VjkzUOu37MyE04yQY8Tce8NJhwe7Cg5xfYdoPnmnzfz+6ccGdnsc0tDd2KyC/53O4pDZI9d82rnQuyxuV+b8YoSPGs2kQF2uXWVmG3eMqkcul5eduFSjpuybLy6dgFWeVsrVBVm3BUKJvzpIfSkrKwWeU+WemQ1zaRXfBOfMgHqz2O4wHPlwM6bsFBtEK2sY7H6cCIziqbqrGYrcyeUmmDqfRbD/Y8D1jlpiO9O5xjWw2Nkhx2V+yHa3aChPv9GZM4Mnxi4GzVoywt5nnAS3sT+lH2iYSpjfgLrjGB5uYKjlfjWKbA3+2b3GhHNkR+yShIzQgwd7k9WtANcj5/eMLj5Q5KSe6NZ7y5c0pSuqxzj8fLHb56eo+vPHnIZN7lGy/usKwCRv3EjMZb2wJgTtzWNcFpmwErjNo29CouL/uMBzEdv6A/SBECwn5mlLs7qekWSoOu1I3k/WcHLFYhs+MBslWrWpYinoWIqYvOLL5/dsRZ0mPUT5C2Gc9mtYGWKC2gEajC4s+8+k3GYUJaGKLT0+MdhNAkiU86CymnPqqwmE47UBn0oSUVl5d96sa8Jstt6PrFNnXHsRrOsh6HgxWubX6vB4O1oTa1fuss9QicijDK8XrmM4AW1KVNXVmMRzG9UWKShwoLKjO2VIlDEzsM9tfs7K7pdjJUJWn6BquoSgsRNNSlEb01HSNu0kCpbD56to+zm7GKA/N6tMkFbtp/3+Tq9sIc36uom+skpn7HeOOfn48olj66Edw/mBL6JZaliCLz9eL7A6zCFGHbqXlxMja/v8QyI+nYbveVGlEJ6n6DcgwR6yBaQSFZziMTWKAEzpUJL1BKoAKFGpjJknZM8TXYRmEYzIWkc2dFv5vx5a+/BkuH4pWM+K0MZUN0LAgfu+TPulijgl88/Ag3Mi6F0Z0F0lE4YcmLJ7uIuYsqLHaGa8adlHTlU8UuO0FC6BpBoWM1aEehbXPoVKG5h/zG81fQtsazGlyvotYSkUtTjFa2EVRhMJlouH0wJ7kKQUF0d8Whb7Ko/9L9/46/c/U5Pnh8iMyESVNq97ay7XSbQH9itCtr87XNz0+3numb4A3zYQTZMqK58WefuDS/Z2e87aZvPGbriKj0du+sNihz+4b/uD2Yb/5M2deHiR/l+rEvxHHjkTSm6Db6ujMG6Fo5nqiZ1RGFtrksu3x/fkRSeaxKn45TcKe3ZOinDNyM/U5M1zEZu1nlcLwe8FJ4yaIKuci6HMcD0tql0ZKdIGa/G/Op3XN+cueYwKp42J2y34235vqDzhpbtgcANBdlj+9OjJd6x0+4352S1caLbFsmb9S1zT9SaHzLwDscq2HXjwltM17eCRIGfoYrzc3SsLRdOm7B2Eu4t2cIWQB1I+lYBSdJn6ukwyr3cO2GSRqxLIKtBeoy7fJ8Pdx2tptA9MCpTei5UIROSVlbvLZzSdHYvNS9YuhnJLnL8bLPLI9Ylj5541AUNoskYJ36lG2IQFq42yJflfZ2DF0UGyGQalm4RogTdApCv2QRB7y4GHKy7iOFZlpE/PHb7zDLTMLT/tiATzpuachapUPoF/RcI6qbLSPitdmH5htEogatJO9P9vjFw494be8CxzOHDSHZ8oiFNEhEsRlP62s/uHQU5+cDZquI1ccDmqVDlnh0Oxl55nLn3oRwN+HT9055ePcSy2uMV7VfsjdaYXkNReHgdkpUvwYB+dxn3YrvjsZLwv2ESRzheRW3+kt6ezF/7M0fcFV2mWUht/pLqsyB2rzvLbtBuEbAQ7tbdPoFQVCymkboWpBkLq/dO+NTt844uxzgetU2SciWipd6V1hCU7T0Ms+rELlFr5vR66ZYwnhyXbc2EXcaom7O7mjNg8GU9cKo3uXcAUcjU4nwG7p7MVVjmW58HZrpg6u4mTMrHXMoc3rmM2QJzb6/Jnjs8vL+lSlcrZdWYw5IjltvFdNVKzoscpcqdVFKsvrOmOYswAsqUOB97HPyO7dZLkJeOrgyWo1v7xr7zJtLXjm6oDyLjMLc0chCYvVKU4RchbWykeMC4Tc4+xn7RwtWpW86ubkDRzmilFSHJVoY/KTwGygsiqLdiRdmFCs7FdiaJmo47K6ZTjvYmbE+qdiQzLLXcxZvVlR9TXgu8b8T8l//Vz+LfhKBo4zv/LnRTnijzAiN5jaThRGxmhchucqMbsYPzDRMRrWJJezW4ChuBQviSQTCHL53uwnzPDBAjl6NChu0rXB7BXVlY+9kvHhqUuiwNLf6S743v8Vf/PyX+LvLz/DN9x4gk7aqbUMXNgIosc0IFsqQtBqXtmC31U2J6474pn1J/xADGq4V1De+D+I6yEFWXEce3iie1525UU9v9s+brltLcJfXIRGyMt9b1j/0/f8J14/9aLpWkgDNk2TMobtgWYTs2Cuuyi62aPj53gd8PX7IpOxwmvQpaptGKlRt6FKBXRFXxjObVi7SLXCFYey+Mbygb6V4suZWtOBFPATAEoqjwMAqpNBEdsFl0eXpeoTWgnGUEtmG+LOufDpWQeiWvL/cI8ldvnV6m7ujOfgmAaeobBzbhFBYUpEWxldrnrukVJYhezX2tkBXtQlwGPkJQ9eow39q+IxUuXxvcsQ4TLCthp5f8L3FLVa5R+RWTGPTpZa1TVo6BoVpVeyFa9673KcTGBtNFBT4bRB5UrkUtU3HLYjcir6T82bvhEllCGTdoMC1GtLKYbaMeOngikE3M/twJbBtU/iS1MPpL80uGKPaVo3cko5AMeol+HbNxbKLUpJ1YgCwqpasEp9l7NMJCyQmtGE1iaiHkrK2GYcJV1lE4NQkhcvT5YhVYkbfwtX4Tk1VWW1HZd4/RWXztck9fmL0gnTH5eOLne3rA9CbnTFsUZBF7tDxC9MlFxbD/SXFw5J+kHO1jtrQDTg+G2F7NVntcBVHvHn7hGfLoZmmSLPrLVsISOw0lKXFnZ0FgV3hWxWPZztksUfQKXi0M+VuOOezwxMuiy5/7/uvEQwzbncXvP7glHefHDE7HnD0YMJpOmT/YEFRGc72Kg5YXXaQYU3UydntJKSVy4skRDeCInMQllH5vhAD9v01X9h9ylev7hM5JaVvYd9ZsFyGCAmOpVivAly/YthLKWqLh8MZ71/u8WFlxs3NoEY4xhajOg1eWJKmHk1mbkm23dBkNrqwcIc5FYY+pls/vtICu1sx8DO+9J032P3ZK54vBoRRmySUetuDUlnYCKnpdTPWiU+18kAJvFGG/c0u6e0GehWfOzwh3XV5vDc2v+PTiPe/fRcrF9z7mWOeXQ1JZgEf5Gb3aXu1oZL5iigoSbSHyC1kDfXUo3tnRVHaTOZdLrIB+A1gwaWPGBfoxDGq6sIykZIvdqmnAdpVyLRNMlo52GsLbWtKZaET23hoexWkpmhrD7A0+m5Gdhc487dFyn/usvpoH/qaurTp9DJq2O7GXzzfQfo1qhIsksCgTn0T8DGxInKvRghNtjBpacJtIHY4W3expWJ+2ke4rTLphmvB9ypW511TNDsVblBhS8WLxYA37h/zH/7gF7CW1nVRbV+TlmbEq1xtJguluBZYCQPMEI05DBs1t0A21+lHm3G1lj+UByxuFGF14//X152zaHfiW2TlZhzNDb/y5nW2BV+04jHRmGmZ1fAJi5T6RwnD/hHXj31HvCr9baH63cVD1o3PRd1nVfkktcdxOSZrXJbt4xyrwbNMwYucEt+q6DnGO7yx0NRK8qhvbB1rZXYseWPGvI86JtRg6KQmrL6xWVQBT9cjpklI3pKeHnWu8Fp4aaZcJlWHy7U5oSpllNsj13SteemwTs0ouazN99+LYsZ+Qs/NuBPNke3Rq1IW8yKkaGwu0y5jL2VeBtiywRENIzshKx2ukoieX7AbxAZLaSniwnhGvbbAai1ISpezpMeyDLZj8UZJHg2nWxACwOWiw9mqtx1nz6uQSWGsEqvU52rVYbEOcF2D2Qydapv4shklAlwmHVz3+vtvbFL9MMNzapZJYERfpU1z40MsLL1VU2stGHopn907ReQW6WXEdNrhMFzxyuCKtHQYhBnr1EcIE8ReZA7L2KfMnTYiUrd5sA7nix4vBxecrVoS08by0KplzQu4LsYasKSi183wxxmLOGAdB1RKEvklk6ueSYISmiq3maUBAvhotsNb+y/4I/vv029DNz67c8Lt7oLArXjrzgvGvulCxl4bYdc3P5d1abjn35rdIWschvsr8tTl228/IK1ceqME/IbJsoOQhhu8310zjlL2Ryvu3Jtwd3/GKMw4W/SolCSehkT93IyNU9t0zauAr57dpWfn7IVrPp6M6TjmkNHrZQShEcLpWlJMAyYXPeJlwKIIKF9EJJm75UlbiTTCrbQNsJ97UEmcXkGZOciVgVxEgXnOeBoSeiZL2WoTgrLawZ0YPcV6EuE7Nf0gx3ZqbKfhcLwkCEvCqGAdBybsvmM6X/tbXZq31vzRL3yPP/TqBwRWxcfzEb0gx3cr/ujPfI+XPnuM9XLM2bJHcxYiXIXvVxAZotQmTKDIHaxMInPTydGtWU0jytRFLVxEYeF0SgMqaUAlDvbKookUfqfklf4l1AJ7lBuBksCsLoCmo2iGNZ5VI9ruUac2Vte8DpRAug3NxEOf+zT9Gn2QU+9V5HdKlAve3EBrkrVPM6iJHi25vTtH+jVCwr0HV4w7aeuTNlO00CvJ5z5Nu6pIahfLUTg7GXVt0WstkNpvsFYWuAocxW43ZjUPkZmhselWCFkryf/lM3+L//Ty5ygmgdmR10Z5LGuwcmEEWButRW2K+2Z3vO1YMQVU1tefxZud7KbA8sOFk+vHbD7HN4vrtkNurgv2VtQl2/H05uH6ej+tHHH9Gm7Yqjbe5B/l+rHviIvaplamM75Iu9RK8qneGYf+kkpbvJ/um1zb2nSZjtVwtzOnUBZ1G8u3qnx6To4lFbejBVnjELTkqmVtOkhbmJSfk3xgkoTaWEUpNE/X4zYeUZO1ntienQM5gWX20799+cjgCoWmau0Tp1mfpt1lnq161I2xTcWVy8BNOfRXHLoLAF4NJcsmYFp2mJQRceVxuurxwjav5yLt8SCcMrTMDTyrHBZp0O6XC8raYPBOZn26YdFGumnc1vOL34qctAF3XGWdLdzElopF5LPfiU3kY9oldErO111sSxF4Jat1aMbZlYHZn856dKKcdeIbxWcLXJgtIx7tT3hyOUZaiqDdqa9zj7o27OfLZWfLhzYHe41la1QjuDVaktc2rqz5YLmHu5dSJC6DoUGWfv/yEM+p+ezoBFsq1oVH6VksVyGbCDzHaciq667YthvWyt+m6mwj+cT1jhiMEA+Mkhsg8krz93cqrlYdHKnoezlyz/y3WeLhRSX7nZgdP+bLTx7iCMV78QF7fsxZ0uMs63M7XHAULHmejPju4zvYfs1FYMR2Xzx6ypdPHnC+6Bn4yHjGB9Nd5u3uF0vz7OkuMqi5czTjdNqn2894MJxxlUXklc2d3pIXq74pVI35XczWEbduzzg9H+IMcqrUJWsThNLE59fPXmMnSPBdsydc5R6Lyy4IzfBOhn3pGPuRrXnj3hnvn+6jLajWHk7782qOCjMab6lb2jJgi2rlmQPOuEQA84ueKRiu4uqsjxNVlHMj/FJaUHc0V79ziNhvuHoxxLu0KO8VPLp9Rbf93B5fDel1U+NLX3mEL2zS1wru9tf8XO9Dfm36Gb7+7B5NaZH7Duo45Fkn5oMnB+3rs9Hj0vz9TztoTzFfh1iBcVVUcw+6ZuRvTR329pZcvBiiy3a+Ks2OWjaGCiUqQT2uoJC4Ts3vnt7H7lRUSw+rW5lM5HYHqt0GJ6j44MW+wTIKkKmEtQ97hcFFbkaojkbGNtrWWL4J/Sge5fS+4VN9HBJNBbv/wjFPTnfIMhfV+uJPrR6O03D3YMa6cIlLj2UagKXpdzJ0JHg8H2M7DY5T0/MLBl7G80qgkaZjTCwOX77i+fkIKol1kCG1oF4YJ0jHKbDQ/M7vvgGB2o6PZSFAgJ1B7QNCoKVGFgKrbEfANlSDBplJrExcE7Iss37QG5V0u/uV18A/lNt2yvX1180Plk8UazRYpW67crH9bzeYTGWLrU1qC+sQbH8nWrQWpxvFeOMx/iddP/Ydccct6DgFe4HhHp/EfZ5no203uq58ZkVE0djktU1R25xlPVZlQFqb/N2ek1NrE0pQKJu8sTnL+lxkXcOyluZmFDoV0zwisCpWdcA3lvfxrYp/bv9dQ68KcjRQ1RbTKmJV+1s+ddbCO446K5p2FzfJOqwLl6KxeXXnkk/tn3O3M+cwWrHvramVpCtz4sbntjvlkXfBW90nxJVHz8lx7WabnFQqi+fZiA/SA0KnJC1MLOL5vMskjXDtBs+psG2z/92ARO525xx01+wGickszo3S+nLVoVGSdeXz0WyHurG4iDuscp9JHHGVdDjorul6Zs8+HsREYbHNTva8GttSW441sAX5z7KQg9GKcS/ZKteVkm1GrLV9nGgTqTbF0PVrHnanLNOA705uERce/8NXvsPDO1cEbsXITXjr4AV9P6dvZ7zeP+dTo3N+6c67fObOKX5QEkQlnlNh3dhH94KcQhmSmRAmZH3zPYXV7omlGaVJx3zKl2nA3e6cQZChtOBgsCJ0SmZZyMXpgPPzAQ+OJrxxcE7PzVmUIfujFU+TEVdZh7g2+/KXO5esKpPi9d2Pb0MtqAuLj+cj7vdnfOX0PkXuUKRm//zB2R5J5uEElekmUqNiVYXF6bSPZSn6Qc7j2ZjQqfCd2thZwnR7GFKVEfTd783QjaBaewS9HDXxGA9iRoMYWyreOdtnPuny5HQHKTDwiMqEe9T9hiZUiNKIyOq1Y26AlaDuKEaHS7NzVyY4YZM1LBZm7Ot2TYazTm3sWSvcS0yu8Z3dOZ39mJdvXRryXCGoXks5fHTFSy+f8dIvPMU+9Xj6jdsklcfV2hzc1nFA/bhD+NhF/cQaNyx59mKHb8QP+Nqze9S5zf7+gp+59xQOC9LKNQptLagSB3nlUq9c42F1G8rUpcks3H7BJlpPug3916ZcPr7GWMquuRurSqI8jb2bIccFD+9dgoSOXxganhKt8hp00JgO09Ls7i/59K1ThNQ4+5khTWHGt/LSQ2c2flDi7qdo34ikdG0Oqf1Byu39Oev7iuBckB4pzhY9jvYWBEFpRs21oIpd0ouIo2hp/OzHO6QrHwTc789YrgOWqwghNKFbIYXmNO5h72YIv0F3aqyxoa2p2pC5qqWHagT+rhHBfqZ3yv/8G/8y4anJB7RSgbMWWIUpwrICJwU7hbrf4C6FGVO3RXjn9uJ6J3xjn6usG/vZ+vrr2gLlteKq9vezUVtvIR0aZH0tCmscQeOKa6GVvrGDtm50wq3ielNot/vsRn/iMKB+xFb3x74jftiZ4ToOtmxIA5dlGWxHt/dDgy7sOC1lqt272kKRNza3QrPnvRdM+fL0IavSJ2+9tz0nB+A06zH2Uh5EU3a8hLg2YIw3umecFgNeCi5pEHxqcMYPFofsd2Mu1x0uiy53gjljO+EXO++RNB7fmx6xLH1e27nkxXqA1Xp/J3FEXtuUtcV+J+YLo6fsO0smdZfvp7cBcMQeALly6DgFtTbj67KxePviECE0Yz+ha+fs+AnP1AgA21ZkLeqybGH/tW2U2F2/4L3pHq5tIgyryt5ahpQy4ROXaZeyNv9d4FaMgpQX1YDILXFlw0cXO3SjHEtqdjoJ0cCM0S/SLtP2gy0wBc5xa2PVyQ3UpCjM8zqOQUu6Ts11ei431K+az+yd8dFih+9c3eLh2ISJn8ddvjJ5wOm8z73xjKfJmONlnyTz2PX3WJQBIy/lg3iPJ/MRtlR89uCYZenzduJvLSy+XfMbF69SFjZKSVR9vSRy2x3axi5Tt3vXPHe2PvPb3QXTPGKWhUwWBp5RXIZ8/NEBn3n9OVJpTlY9Hg2nTPOI82WXSRri2g1vL45wrIb3Tg62N3YaQbL2SQeuSQKyFFrZWK6Z37muSe6ZpK4h/rUHhSZ2iPZiFpkZN358trP9WX74Yp+on+F7FUnioyrJV5/exwmNv7QX5gxfSVllPrf6S17qTkhKl8nCx/LrrZdcdCvyyuAu747mfHi6Z7Ch7Y3OGpQmMOB4hMgscLQZqXZroqPYABuUpEjbvllo6l4D7T51vLNmN4h5cTXkWPXJ1j56r+TWaMWb41Mer3Y4XfXof2bK5KrLR9+9jRO33vNA0319TllbSCBb+0jPBIs0KxcszdW89fJPXV4kO+AolKUNOMPV4CoaqaG0wFaI3KIULqKQWLs50lJEbsUczO/K0oSdgmTuIlIH7Wnq3EEsHI6tAbJTkZWOQXZWFq/eP+ODd2+DrZCZhfIVk6cjhq9lMPWoRiU6MNAUNDSFxO6VJLOAYJAz2FuzkB2Gu6bxiBOfrHBgt6BYBAQXkowOJ/2Ahw8u8JyaK9VDrMzP+yvvPgItjOCqtLh3a0Zau9vfhZQaWyrD6lYS1ZjqdOvWnPNpn3zmY3craiWQSxvZ0zSPOyzTLv9Fs4cfg5NqvG9ZaKFpfHGNibSM2tlONVYssXOoFNRHBWGnYBBkrPIbY2C2L8t0wJuiiXk+ZZv/3dihNkSsTdG8aUXaIDNvWqHgunBvFNOi0SazuL0F1AFbAAmYrnlz/aiKafj/g0LsyoqeXdMgedQxtKZJ0THg/zrgj+28w0k5JK49TpwBSostEGPgpBx4S/pWxkvdK7LGvCGXlW8sMlZJz8m5509xREPXyjllYPazZZd9d0XfSsm1w44Tczta8GQ1ZhgalfSsjJjQIVVv8kp4zmXe4TLt0rUNrrLrF9tUoKKysS3FsvB5nO5wezBjaCfkyuG2O+Pt5DY9O+N5NsKVNYFVUSuLrHFYhx6+XXMS97eELdnm8EZ+Sd6yi/cHay6XZk/d9Qs6boFn1+S1zTwNWruHGU27Tk2pbOLCpWkk3TAnzj12wgTfqVlmPlfryJCrCtfsd3Of1HK4151zOeuZ0bdnVOC2ZcIkshasvwFwAHhObfJSG2kKo1vhu4bt7ViNgRK0hKM7vTnvX+3RC3MaJTieDgyfOg+2aUi3xwbosip8PrrYwfNq7gwWPJ8POU4GHIZLXjm44sOLXXqRgbd8vBjjuDVVaaOEhZDKKIE7CV/cecJ/+/wN8vZAI6QZZ/tWzYfTLuvC42raBQGdTm7iC0c5D/cnrEuPvI5IMo+4Y6YNtmUIUPN1yHk8ZDCOaRIbbI2wze9PN5KTZR/LVuSxi7QVtlMTBQYLushChKXQQmB5jdm7R/BgOCOpXR6/2IPYRgwMAKNJbOIyItpJeXRwxfm6S5Y73NlZGOjGdGBsTLXkg2XAR+4uP3H3BWnhMIwyHvUn3O4s+HC+S+SWTOKIs1WPO3tznj3fMd1yUBOGBSfPxohKon2F0y2oJwFkFqnl8eBowthP+O7JLcrcwukXdNpVSdct+Ohsj6+e9bEj04rs7K5YrEKm64hvNHdIC5csdWHiIQYVn33rMadxn6oxuNEk9ahyo8iPBhlp7HGZdAzPOmxQc49VZiMGhn618YSHewnJIsDyGprcwR3naCWotCDsZ2RZh3rpcv+lC54+2UMogTOzqbuKZOVjJ6aQq6CBxiiRd/vGt7uYR+hGIp2GD473cXYyyrm/7XxRxhaoXIV15RrPclATdAqyk45RwkdGJJjHHnZgONJF7qCnHnW3xprZlC9nNMc+0bFEXUo+rg7YubvA9hoa2olFZqGDhnLh8b/42f+ev/n4LSrfom653kGvomyMoLFMXMTaxr8Vc3o+RLde53rl0tmPKc/6+F8Lt0XKyvW28MGN3eoNZbFVtaPhjqL2zcj70e0rHGkog7IWKFsbFnZ+oyMVtHvcdlx9o9jKHx4nc6ObtjEqqxvq6g3844f/zE6NOrrxuBZz3QyREDf+G90Kv/7pjthcyyqgqiwGTkbfynic7rbiJcXzeMjD4IqOlTO0E15kQ2ol6bk5p3GfF9mQq7LDLw4+4K3OE47LMZW2uBcovre6RdfOmRRdXgnPsdA0WtK1cxodUCi79St7NAiGdsK6uo1vV+S1w0XWZT9Yc5r0+criPoFXEXrGNjAtIlNkpMJyK+LC7CVDpyKvbU6SAVXffDBGdsIdd0qqPD7K9ojsgpN0QNUY4dnAzfj06IyzrE9gVyyKgD+0+wHTPOLFdMB8FZqRsYBl5hMFBapFYtpS0XEKzmsjUioLB2kpVrmPazecrXsUlW3gDqUBfDydjbbwfCFMwfechqhNGgL46pP79Hsp4yhl7Cd87+yoBWyYY6a0FLJlR/t+hefUW0xno6S5yVS2UdY2ktf3LvhwukuWO3S8kKaRXN2IuBNCs0p9Pnd4wqryeTYfbhXtqrHIM8mx6DMIMz4+3eGpNeZffPVtFnnAQbTipeiKd672AehEOUJoHgxmZmTegmCGYcbzOLgmflmCdyf7xIuAKrLYHa9ZpT5p6iFtjeebO0hgV8ZeVhiLV547vLQ/MeSyZYQTltv4RCG1ASYIQGpD5BqsOGn6hpZmKYrKHAa0FozHsSGI2TVlY7EXxWS1Q2BXOEHFcG9J3zNrl1kUcthbMXAzjuMBh70VVcfi1f4lv/bOG3hhRV1Y5jVoaDKbp8sR3aDg9eEF//Djl/jFhx9tDzu3+ks+eHZA/LSPe5iiNby0P+Hd924bIli/hlJS547ZhQqQtuLjj/eZ7MX8/L2P+Zp7l6PeitNVj/Us4DS3eeneBXHpUjcWRW0xeTxCu5qDB1dcLjsMOhmv7FxyudPl9HzId5/dRhUW4TAjmwaGAd3azHbvxDxPXCaTLtZuTr1y0ZbG65rYwU4np+MX3OvO+ebxHY6OZkyWHXTpUa5dRvsrZrlNtvahMaKivLaNLcxTVL0Gcst00442N/1WgGQlkougR90iPAkaLFvRnAeUvjl0aTA3eUczmXS37+fRrQXLdUh22jHUNi0YD2Ku5l1UbqHmDvaDJVakyISxrFWZBQuX+qhgNbDpPLHpfmSTPd9B7bcRkI5RKYvK5id/+kP+sw9/mrK0qBuJ5SiaakPOM4dvaoF2DFhHN22LaCmcbglfHhAmbG0+xQjyuxX7Bwt2woTLpMPq+zu4y1ZpnVyLn6pI8NnXn/HOYJ/gm0bE+mg0Ic4HZjrBtZBqc23CGjb+XWFMFu0X24K5GU+3BVpbN3bLm6vdEytbfKKwbh7XeGLbQcsKrEKjpUA5fAJ/uemiG58f6fqxL8SRXVKpDoWymaqIgZOSNO5WnPX3r17jD+2+T6WNsjqrHbpOwcA3e41J3uGb8X123TVXpSm6hTIYSSk0e96aeR0xr0I8WXPXm/E43uHZcsT4VsK68RnZCUpIfqL/gr6d8rwY8w/PXuL760PyzMWyTSh21QQMQpPp2/WLNoxB4jk1jZKETknRmJvjwEpJlIdjNbwox+TKYeQkXBQ9o+zWEhrMbnh+QFy4fHr3jMfLHZ7lY25HC55PhsaP61bsdBIWmc/LowkfL8bshWseRGYn/uF0l6PeijNhbgaDION00TM7aKkNdUoZxKUBcJg4QscxN4muVzJNWrFWbaHWDk1H8udufZVvrB+0ymjoRbkp7K1QrKwtisphuuiYIAlh9sumyBvxm5aaD6e75IVDU1t03YKpW1O3QBAh9LY4HvpL3p/tbkfwWglcr9qCKPLMRViaMCz47uyWARzYJV+ZPGC/G5NVDp5t9tA/2X3K//3xzxE4NR2n4GF3yrrwWMbBFh6RpB5hz2Qnq1bk1VQSL6z46cPn3A7m/O2PPkcvzClLEx0pW4uHeYGCOjf2LBqB5TbgNjSVpD9IDehEaLpRTl46xrPbGIzgvJHMlxFHOwsqJfHtmheLAYtJh3BgRtCLOGDaeknHg5j3nh0S9nKy1ORGB0HJIrvLo9tXPD7ZNS+ptBCuCYb46b3n/Hfvv8G7UlElDm/PDhhFKefzLk1HmrQlDYfDFUnp8t737yB6NUpqKCXW2kL5DdF+QlnYNOcBQsLqosNvZY8Y9FKeXI6pZz7R0Zpfeu27fPXqPudnQ2NdCWrEsCQISzpuQdMTnE/6XM267I1XWK2SGFeTLgPcQUE596EEHTbMkpDBIGF22uf20ZRn5Q6Wa97TKrdJLMOhz0ObKrfZPUg4v+qjfIXILJbrEJHayEGJavfrltCIQpp9Ya+EmUPv1pJ50cdKLCMCkhrRCOrMNnanYcFrRxecrbvMAq/93WM4zbVEBDWdfkZi+ajKY/ZiAJZGdGu8sEQpYSyNC9d4mgtB+riP8ls4SEejhcbOLHThonYqkk/XiIlLdCLpfSQpe5DeqxGlQHUaXqwHW0FkehVtk4+W8yEqbBClNPeOw5h00q4eLI1ILbz3XZy1pg4F6zdK/qXPfZf/8eir7FoZqbLpy4oKwcevjvjV2U/w9zLFqlkAAO+HSURBVN9/Df1+gDczf/XGh3dOD3Bb337+/QHff+Shzn2cjVPK0YbIBls/r7jZmW7G1Zj/r9tkps3o+Sbecqt0lqYIb3jRm856M4auQrF9vs3lJFD02z9ubVGb59YS+KdiLXMVyqLS0nB67ZxVHdC1zU44dEoqZfH1xX0qZfNq94LIKQntkpGXsOetediZsuuuueXOue3NcUTDrI5IKzOm7ljF1qqz566440754ztv8xN7L1jVxkQ/qTqsG59KW8SNTyhLBn5G5JVYdmOwe5ai4xf80cP3KJXFIjOZt6FTbbu3RkneHJ/SaMFV3WNSd7msenw7vkvceDiiIbKL7bi21pIDf8VOEPPGzgWW0DzozbjnT+naOT9/72M+c/sEgMt1hyQz+b9aC54uR8zKiEN3SeBWXMYden5BVdks8+tjnlKiDakwxfHOcMGt/pJuWNALcsaRIYRtwhv2ejGDoxX9IOc/O/4ZLosOL+9M6LRe4yx3mK9DZqsIx1IEboVlKwOvdxp6kbGWCGFyfR+NpqyXAY5jfo6XScfgCvdm2I4ZhSKgriVfvnyAYymDCm35w7qFhihlOnHXNbaNs3mPd872WZQhSWl+1/d7M4ae8Y1LoTnsrgHj9f5wucv9voHgv3nrlMOdJdJSvLp7yW4/Zuhn/NTtZ3hhxd3RnKRx+c3Ll2gaycWVUaqr0qJaGXV48qJLk9ro3KKKXWSnwrIbhv2EqJcTJz6zkwFJ6eI7tcFQVhJVWSxam06T2JxOBtzrzTmbm+kFjSCLPcrKxnNrXj68RDWC2cqMskPPFLaXDq4oW0V1382IurmBltiKvd0VX3zwMVIodC05PR8iCovpMqJSJjZzNo9AavqP5jw/HzE57yELk2crw9pYcGyNF5XkmUs99dvuT4GtCYKS6bzDoJeyc3/GMMx4HO9wfD5EOg3D3TV1aoJGqsrQ41yrodfNUKXF5bRHHTvXCuNGcH9nBkKjPQUS0tQUvc5eYg6KlqIuLLKFb157N8Vzat6/2kMXFt97dsuojIVGd2qaxMHdTXHcGnsnR4wKksJFewrVNe895WrGkaGoiQZEJRBeg3I1dlCjpcZ6EvDO0yMWywhrfe2tlbGNqA105ai3MmjQqEZENcPDlbm/JS7VymN11kV0apSvULZGuRptadxLG/k0AAn1oDbhElcuOrGxDjOSz2VUXZMk1PnYxioF3b2YR/0pWeZSLTwDK6na6qMw+/BYIvol2XHX2Kykxu0VRM8t7ASSW/Cn/qdf4kt/9K/x58e/w8uOseP1ZYUlwBeaV50p/9uDX+f/9XP/Md5PzbZ7WmVBPfFJpiHaAicWeN8N8aYSWYmtGGojpoLrsAVxo6huMZRtdywrrulZG+9w2ylru01PcgRVJD7xPNvuW15/Lztrx9TO9ffZIjBpDwv2D3Xbv8/1Y98Rl8omKQN6YcGOsyZuzIdPacFJagAeV6rDY3sXzzJdQz/I+dz4mFvenLjxtzzqe94ER9Q8zXe4250TVx5nRZ++k/FW/xn7znL7fX+y+4yzcsC8DimVKVRZ4/AwuOK95MBk7FoN3bAgr2zKyubBcEbfTlmXPnVtMVlFuG7Nftd4hsvG4iun96lri48Gu3xh/JSP0x3jlQ7sNntZbNGRgW041uvK5240B8x+/HX/hKGdkCqXk2LID84OAdM9fuP4znak/J2rW8z7AZ8anfPty1vc782YxSGWVOz1YlxpIheLxqjNHavhbNUznODGYpVch02AiRpMPYfXdy44TfpcrLqcL7t85uCMJHdZlPZ2JC0ErDPPdJG1ubk7sma+CvH9Cksq9oM13z67ZcAKrYgsckuqSHI276GU4YRndoMQMFtF/ML9x/xW/NCAITBj1t3RiqQwxfZ2f0nPzTk/HSJXNtmuY4AM6ZDFYcDr43Oep0N6tplc3Bot+MHsEM+uuco6fGr/nFXp88W9J/w3608z9lKWZUBcufxidMHgQcYHqz2+8ezuFl5h+Q13enOmMwPVyOc+clSiYwcR1OztrraHhqvzPp1RSp04YCumiw69bmpEhkFFeRVS2g7S0kYx3an4weUBVeZQKsHwYMX8qsuDnSmrwseWil7PIEXH/YTZyjDNvzB6yiwLefvkkIPRijuDBVkn4elH+/zM/lN+/emrZpftNtSJg+hUVCuPi8LmtbvnfHC6T7SbMp8YS9POwYqJ6mOtLILdhEQLrGFD0wjU3DX70EYQ7if0wpzJ9/e4+/lTVrlnPNixy7EzgthGjgojECylUcDaElfWlE1o9vQaet2M3HMoc9so2+ce5+uu6dpsI/oaBSmzLCS+MDti7yihSB2CXs4gyohzj8UiQlgaq1OZ1C1b4YYVrlujtcBzKgMJiU0sY1aYsHstJd5+w9pXfPT4wLz/fU3nzsokUnUlQgteeeWUDz48glJy+3DGcT0yivxSms7bb+j0M9alx9HBnLR0mJ/2WV2OEI5G9ytGh0tmky46t7B6FY1jIVoCWekqM5kQGrtTUVva+JWXNmISonYa0jdy7GMPby7wLwU5A76WuTRL02GruYfYKdDxtW5jI6ATtjZQEb/B/k4Hq4Q6gld/4QmfD5+iAEcoEqWptLW9l0oglAIFPLRT/nev/7f8yj/4l6nD1sqUSOxLy2T+tlXq2p5kEpe2QqtNgayvH7cRSsnajI+rjjBWpBsiLOCanNUW503aE7SFW97odNtdsaz19jFVVxg19SbgTWHsTO2+mn8a+mCu87RHtw9SKHxR0bfNnnhdebhWg9bGejRwUn7r/NF2H7eufJ6pHSot6dk5O/aaRgvWTYescfFkzSgyPuFbbafsiBpH1ESyYNp0GNkJfTvlo3SfSdGh6+SGae1kJJ5L38uYFyGZ7bDOPfaDFSfFEEsqDgcrLlaGHpVWDkXdZ+BnFIWDlJrj6YCxv8uyCCgam1PV55gBL/eutuPd+9GMRRXwau+SQ3dJrhyGdsqiCenJDFfUdIOcb43vcLbomWxWp6aurS3U48PpLp/dP+G18SWzIiTwShypSEqXYXfBh1MzsmwaybCTUrSpU1obW4plN+wP1qxzjzjxGfoZ3zm7BRiVtm4E33pxuxXFtNF12oQrlIVDr5uyLENsp8Z3K6rKeIl3uynvTvcoCwchFVXmIGxFYFdcNVGbT2yxTk0SUlWa2MORm2zTsZo2tm83TLaZx3eiOWdZn/t3r3hxOTK8717CQkdMzvq8JzRXz4a8N9xv06AMiF9rwf5oxbwIWRdmpPmpgzNO0j4/v/uY//LDz/P2+oirvMPjk110KRGFEcaoRvDO+QH7u0vOn4+QUU0QluwfTMlrm2Vq/L3FeQiOJk08vH5OmTnUhQVdqFKH4e6aMnLRpaS3t2aeWVBY3DpY8sEywI1KytrGDmomaUTXK7hKI6RUFJnDtDJirKibc1r0uZp2zb9fDsiGMbtRwtGDCbMyZK8X8/zckOKE1xB1c5KlgTQcL/vsDNdcvbeDsDU6UEwuejjdkqr2OOiteZq5VGujNtaesdzInYJBlJkiq+Cnd57x3z59gyp1EI4J7BDdiiAszM9egMgsZFCxLAOu5l2aWkIlWT7rm+e1jBVKdSuGYcboXsrprM/kqstUdrC92gA0goZ8GoCCVAmyxEOnNngNlmXEbn6nolEGkTm76m0zmuuli8wl1kGJaiRNZMAWttXg9Q3pq7oMUD2Dg82eRFh3cpqVQ7lnYfdK6tym0YJf+tQP+HsfvoYVKfqdDEsqfLtmEhtYyfyiZ2hcffO6ba99LWFJVXnoS88Ux5XhXo9emjF/PkQ7imbiYVUCNa6oBzX2zDaFVthU+xXVSOLMLPwrQbOKqO7UqKBBRsaPLCqB7tTmwDTMKB/3qHsN3YM1zdeG2Ck0LmSfT7kbzmm05NeS13k/PeDT0QmP3AvWKuC86vOk2OXPDL7KyKrItWDXXpnJVdTuiXsN0esrFhddOh86n7ABWcawsi3A7QT9uiuVN6bHChpXfPLx6vd2xVt19EasxfWeWegbNqQbpC2rMOP3jUd5Cx2pzc5a1lDfHIH/PtePfSE2kXHGltQguetOGNoJyzrkvOxxnA744uhjLDSf3z3mu5NbWFIRWBVSKCwEL7IhlbZ45F+xbAJ6dsaHq11e7l1xx5/gixpPVkTSHH9GVowvK0ptsW4C7gUT4sZnx47pyoy+nfG0GZvnFyYvdK8bs6wC5mVoEp+smkGYbX20rtVgCzOa3Y3iLeXpKFoa9nXjcJH2iFurwRvDC6r2nTd2Y4DtafSi7nPHmRnSlhXz87uP+U39Eos02GIP89LBsc3rusy6HLd7y7qWJlEpyHgyH9+IezTP7bo1oWs61qx0GIYZjZKUtcWgl5pYycbskgWYD40w++HZwnRjrmvybTVQNxYC8Nwa126wLM1LuxNOVj3S3GN/tGKZ+dzbnbPIAjpO8QkEZVPLbfC7VpJFZYR6XlhQ1BaRV9KxC17fueD92S7TIuKjqx1e27vglZcv+fr5XZpWZOb2Cvp+zqSSeH5FfBnh9AuasxA9Kjk5HpmjfiP4B/pl7vdnPOxM+er0PsNOylfee2TGka0NyVpL6qDB8WrzM3AL9B1jr1muQj6e7yFshU5t4y91tIE9VJJa2NhuQxUbvzFSMz/tb0lfSeYZvrQwojutBGXssn97iuxopknI3d6cJ8f3cIIKldsoYbqbWAve9g/RWrC+6mBHFbNJl9mky+cfPefxcofpKjJBJJY2hbwwY3QR1MSrAKuvUb5qBTJmdDnopaSeUc83pYUopREI5RLtmhjAp8c7dIcpCPjB8pBk7SMSi+BWTJ65qEqSxD6DfkJqa7TSWx96FBbEiY/olTSxg/AbpG1U8k/PxxxfDY09KjbxhFFYsLrsYEU1TSmxvYY6s5ELBxU14DWI1EalNnlHkqeuGZ/nFp29hDTx0FMPggYtjdUtm4SIStA5SDiMVsZv+2xsLHqWQULSa7Y716qxDJ+7rxn6BkX7uTvH1MoiqQ0I49nFGK2hMy4QjgKpsc7NZK/WJvc5X/jYc9sEaHiaTYrQ/NkQ0S/RtQQLGlch1raxjR2URP2M+KJjfkcK6q6iyi38CcjKJn0zIwhLksvIICxLwwV/eWfCdy8jU+i+OsRdG/LU/KHZf/+xwfd52ZlwYC95Xoz5P/3DXzae6qDGcWvujef8ycHXOa0D/trZH+UvHv46YOxL1QgIGkNQ61QI5Wy7UrXho7QdsXK4hpy0wA51o/gp78bIWNz4p90B3xwnf6IgwycK+yYS0apbtbfCTFeUIYNtVNh2rI1AS4htl/yjXD/2hXjkJjR2xLoyO1pXSMZWjCMaLKF4q/MES2hy5fB6dEZgVfzuxX2OvAXTKmJd+8SVxwflHh2rYFZF2MLQtwZOioVm2QT0MVGKVltcp1UHX1bccaYMrJRvp/cAQ6f67uI2szyk4xbEpUmrmSYhXScnrV18q+Y0NoW2biSW1GDXrCufwDGozcgzjtp15TFuRQ2WVEzyDsMwY14G+FbNjmcyfjtWvj18OKJhUnXZd1Y4bm2sV27BYbjiNOlzueqYBCHXvK6qsbYWpUwYFOQ/f/tdfnXxJlLqrRXqjeEFXz27yzIJtt7aJPO23tCqtMkru40SvBY1No1kFKSsEqPaPuyu+ehyBxpJ1tqYqtriKu0y6iecrXss1yGO03B6MaDTz3h2NUQ1FoswoW7jCtECPygNDKTdMdfK4qcOnmMJzXE6IKlcPpzvst9ZMwhyfKvmc4cnvDfd4+30cPs+6nUz9jpGdUy/wrFMp+B5NcmoNOPxNlIODVcnA67O+7z64IxpGjFfRojUorHVVuAzfvOKwKnMGD/3eDYd8ubRKV9//wHCMR5VZ6ekAvyoJCss1MJt04psGtt0fOuzLv5ORl4ZAAN1m91sKxODB6ZjSl1DRYsj4kXAwe21ualbatvVZpmLAFaZT6eXkazN38nyDBxmw0c/L21YOjRhQzAqiGch3YM160kErX81OkhIJiEit6D1F3/x1lP+/g9eNzf0Tm328uMa226wpcLyGtYXHSxL897JAbqwIFDkmYueekgFqlszOMiZiR4iMHt9S6it3S/JPGSvoFr4WMOc82UXldqm4PsKZ5DTVCb/en3c4/b9Oc+e7hor1dJFlgLtSJM81CZckdoIJdBeg8wsI4xTAu0qRGWqQ5EZr7N2YH3e5YnQxsPraLQ2XmTa55O2gkFJ5JTc7c55shrRcQousi6VsnhyMaZZGW1AGBUkK5+iMocdbEXjmS5e+jX5VYCIapqONK+nNP9LJXBWFnXjYe+aDhxHYY1L1IWP9hvyzDVFuLDMrlRoikc5/tTHW2jqxwHJYVsm2kQw3UjePj7C6pcE3wqxc1P84rtmx68Li4GVYrWt5aeCYz7/xi5/cv9b+KLCETWn1ZC/s/wJPoj3KBub7+R3W7EUHP7sCZM4Iln7eI99GrflRmOsgY3Hli99s5NVDlv4xuZzuLE1bTrdzZ/dVF3rmwX6h68be+hNxwutIEuJT+yljYIatGXG68oC8U9H0+ZalCFXxdh4ZbXkFwcf0AjJpOpy5M4Z2zEWmkvdJZQlrwVnPI3GnJc9xk6y9d1e5R0c0SDRnGZ9fn70EQPLjHmHdsL76QHLJmDPWXHLmXHgLDipRowtyaIJqVop3bPCQBS+sPuUD9d7RE5JUrm8NJpwnvQI7MpwpoMUWyri0qPn5Yy9BFsovnlxm6R0UEqydAJe7l1tLUu+VTEvQvotaCN0SqRQ/FTnCbO6Q9x4KC2Z1ebm6oiGdePz9fk9FnmA36l41Jvwk+PnPI53+XCys93v+m6F1oYL7boNv3H2CkeDFbM0MH+uJOvao2o7amC7a65K27CBG7lVLG9AHsaiIXg2HXJ7vGBdeHw8GXNnvODpxbgF9xuLhGUpDjprPrraMUEN7ffZiG5o99FNqz5GGKHM5arDrfGSVe6xrHzmRcir/UtmWcjlooPrNnx4YUbs50uTsRq4FctVuB2zx4lPXjrs9sx0oeOV6K7AdyuyzKUTFixyx3gpob1pwfPZkM8dnvC7z4bm5thI9h9M8W2DZ3z6fNd0vYmNNSiJ7BLpNXQ6OblXU8YulJLR/oKF1AzCjKK2Wa4DbKehLG2isOBWf8lzy4QSCCW3XTetBU01FiK1uFx3KAobaSuO0wGOZ3adR3sLPjU64yLr8d7FHvFFh/27M7q7BVnpoLVg9fGAb/du8zP7Tzlb9khKCxrzngj6OetLs2tFgzOsSdee8cx6Dd2eSZz62tldXr1/xseXY96684JFGfBiMcB3arpObixpONz57Bmr3CPzXPLUNUIlT22JhI5s8HrGdlfXkoGXcbLsk5x0oVeZsbLUlLFL7TXGUtT6cgfdjKuTAR99fIDQcLE0gqNRJ+VkEpqOEtPB6soyhdbS6NBMfbSjEVqYlURq/MG6a9jWKjbs6ybUxIlvdvlC4/QL+t2MyXmPYJxtw1OWhc+z6RDbVrxf7tG02NYms7F6JaO+YcPr0mK5DLF6pZnu+Q06drBshXKVyTl3FShwd1MAyouQuqNwdjNsuyHt2ki3IQwLskPFz91/wm9+9JIp3JamcxCTPuuhfMHy1YbBO5LwTFN1LFSgt4xwDTSNoP99B21B2YVyqFGHOUILdGHxt6ZfYNdd8zwb8aV3X2UwSvg/Xv5x/sWHP0AKzZvhC36h8x6fD5/xohqxbEIjbrIx99yvDNCPKsIzzfxNRf89axs5KOtrmpbWZhy+IV3BdXEWjdkvb3fIVRvQsLEzwdYLvM0n/uGCvfELN/xjO9zNCFvLG97omuvi/yNcP/aFWAqFb9VGSdw4pMoj1w633Sk9K8dC44gaX1bkjUsoC94aPuNbizvsDdbsOyv6VkZgVRznQ57HQ3aDmLjxzakPjdKSn+1+xN+df5pzq88yCOhKs8h4Xo15Pz3gjj8j1zbvJft8cfQxO/aaVe2zrnwip8CVDUedJY/nOxxFS+5EC6RQBN0KT9Z0rZzL0tiHtBY4Le1qVXv07IxdP8Ztj3hSaAZ+xv/y9q+TKA9XNPzm8hWS2jPPaV0/Z6Mld6M5RWOgGLZQ/A923uHD+J9lrxdvaWNp5bTiKxiEGaMg5So1SUaNFnSkYppHhL4R0myAHLbTMB7ExLln0omExm53qjWgGjPerGuLWRJSVLbZN3spF2HH7EZzF2k1HI2WXCbGbmPbDWnibfnOm7/3JqKR9vu4suHRzpRpFm5VzherLvM0IE490Ma/3DQS226oa4vnywFHvRWXsrflSttOg1KCs2kfJ6h4cTJGZBZ3Pv2MurFw7Zrh7SteXA1N7GAhEYG5cddasnN/RtcreDEZcPFiaJSmGqTXmAQn23zy+05GGJmRqfAbgn5OP8o4iFY4VmOYzsvIdHj9AlUbe9tF3DFIwlLSvbViddExnZyn6NoFTW6Bp0gTD7VysPoVy9KnE+YETs2fuft1/osXb3G16lDEHriKy6see7sr7vYXfP/5ESow0JXfOnnEKzuXfOf0Ie5eev1hUwLtmL9XdhliDUp013R062mEPXXI7sCH8R6W3fC1Z/docrMPjmvJNOygK8ngYM3T57sMdmLjUU1tQ5pKJdrTaBvy2qFIXGyvwQ9KysYiWftoqQ1j22uXeYXRFFi9kmbtIArJ1UXfAEUsDUqQL3z8Qc7pxcDEEWbSqLcraTCTQQMLB2qByCy8owQpFVnimcNmIfBv5RS5g6ivRUH1qu02LXjt6IJpFtLdScgzl9y2yVKP12+dc/FiiOoXpJcdtKvp7MfmfaEEVycDop0Up1NSZQ6dTko8iRgdLKk6FuuzLjKTqAHYUbU9nPainNnIptdNaZRkNY2wA3N/SFOz0vnG2R1eOrzig/gIpEG5JoMAUgt7LyNZRUTHEFxI8rGmHtVEOynJJGTwbfP5Xr5RE+4m1LOQh4dTLtcd4rTDVy/uMZ100ZmFzCVV36LIjA7jfzT8GmNZkGuLXWsBwRn/z8XnSG81WKnk7O/dwYlh8H0HobQpwtaNAtp2uRuP7s3C+cOjZy1uNMibkbW6YXXiupDezB/ejKRv7pU3O+Ht17kutEJrtHVNCTOFW6OrH60S/9jbl1yrwbNrDqMVXbvgaT5mYJmbx0ZclWsHC40ralJlwhp2/ZjfnT3g3eSQD9M9LvMOHy53KRqbt/pPOXQWlNpmVkesG5938yNcWdOzMyZVl1R5DKwUpQUvBxd0pRkNB1ZFoyWOqLnnG3ycsScpysbi1dElHyx28WTNw2DCa8EZj/xL9pwVszJiHKXc7S846KxxrIZJ3mFRh+x5awZOxkXa5cBf83LnklybD8v/+ek/z1XeMcxfZfEiGbLnrulbKY6sGdgpbw5OCO2SWkv+9uSnKBuL3SDepiv1fWNfGXUTel5OrSSr1CerbKbLiGkc8uzSiHf2urFRP2sTzj5bhUYJvYkLbIufgE8U0gfDaauY1rxzeYAtlfHWWg2jXkpSusS5h+8ac55uxLZj31zGyyxoWhX1svCplUF2PpmOiCuPsrCJUw/d7n6bRrb2K6PsjlOPjlNwODYqeNWY17TTj7evz/JrRN8UgMllj9PTEYfhivEg5vUHp/g7GdJR3B/PeL17jtaCJ6ctUtJtx52NYDRM0LnFztESx635jeev4FgN4dgwgpUSTOZdnixGrHKPsra5fzBFhjVl6myBHXHqQ2JjZdcduZVJKI11j1qArVCFYU9rBbMkZDYx4Iu/e/UpJuuIfO3RHSVIp0FYmmUS0HMzEzvnKpbziMVFlyfzMUcvmaSxfBKQXYYmO1eYfXCwl5q0rrlLsvax/Ia6hU/c2ZtTX4RYlmK4s6a7k+AOc/r9FKQmycwudnHRZW+4RkYVwm53zu3bZZ4GkFvUsUNdW/hWzWCQXP9sM8vwtoWx1fh+RTDOTPEtJdprzBjZM48/GBixkO1XuLcTrE6N9Bu6wxQ/LNGdBn+YE91dkS89k4ns1eidEuVrkotoCwSpxxVNv0FUgnCc8sq9c37w4pBlGrC+7FCtXJLYp6klYy8hGGe4boMOFE7fxIuqyvwehWciM+upOWTFiwCnUzKfd8waABAHOdEgo5l4KCUpc4fFyuQ5J5lHHJs9+8bJ8/MPH/M/u//bJMddPnh2gAhNgT49HSHdxlidcoeqr0iPDAfaKsFe2CSXEf23HRof1B+bg6PMQdmv+fhjA72xeiXjMOH24QxRCUYvz3CshsPdJT/b/YhdWdCVglA0NFrTaM3/pP9tXvn0MdGpwJ/q1h5kRr2y1J8AZsiCrR3pZse52Rtvutwt8GOz6xU3Cjk3uuLNY27aorjxmNYbXAdiq9Le/tOqqTchEVt0pm6//4+4I/6xL8S7bsxhuMS3aj5uU5DW7VEqVy5rZby+llBm9Cw0FopdN8a3KqZFyFna4yzpUTQGzLDZc6TK5TgfclwM8UTNrhsTWqXpNBHbQlhpmyfFLo5oGDgZvz19xN88/QLfWd02XGhlMck7hHZFZBc86M34xtUdLssu76RH/PbiJb66fMgkjwjsiv1gxcBN2Q1iQrukaGwO3QWvB6c86k/4dHTMZ6Jjfmf9Cl9avcGLqyHvX+1Ra4lC4FsVl2WXD7N9XuQj+rbp+PtOTtnykRstuco6eFbN+aLLIgsYdRMEpridr7tIqSkqA9Iwe1hNnHpcrjvs9WOkNCMztLj27rYmfNXGBYoWziGl4unCULma2qIsbPqBoVh1o5ydMMFthV5p7pruo2Uob3zWQmq6bs7t3Tmdbo5Sgod9w51OCvfaRqXFtgirVt2t20ODkAqtJG9fHPKF3ac8OJhguw1v3XpuDnV+tRWn6VrSaIlob/q/+/Q+5+cD3n3/NlIqoihnx4/5MN4jLRyibs7BcI3j11hRDQIml0YFa1sm1SZZ+Yyj1MQ8asGwm+IHJb5TM7vqEc9CjqcD4+mtJSq3GfgZw26KzAVNt2G9NO9ptVOCgFkRmgJVyi0iU2VGWS8dxc7uih88PyTySyzPTAVst8F2GkK/YFUGIK6DLYYHxgcuhaaYG/+vlVzTlZxeSVk4FNMA7ZiC9bMPH/Pqaye4XsUsDZA7BZ0wJ3Qr1tMIrQTrxEesbeqLECeqcLoG1OEFleksBYi+Gd17Tm1G75gYy1kRGhCMq7A6FdiGmmZ3K7QSJDOzQsHSyFwy3Fsbe1dbkC9XHfywpFr4FJlDszbuhDx3yFOXsJ8hpeKnD58j2335sJsibWWmAlJzdH+Cv5uBEvgnDv65CSh5cjXC8yuSRWC+NsqxLINI/d0X96lrSf6ky3B/hbQUZW3eTyo2MJfsuGs6Nluxu7cyynANg90YK7ZQE4/kMkK7mqaUW++5ih3KmW/ANQcpTWHRpMbm+J+++CJIzIFy4uKd24jEQgrz9yC20Y6mvFewfK3BWQm8qSB8ZpMeabw/PCHLHaygpknsbYqTa9f0Ohlp5TKNQ7TbsuNLh1kc8qzcYa1tFgosAQslaYC1FvyRvfc+4Q3WUuAkmjow5KqNcnkD3RD/X/b+PFjW9K7vBD/Pu2+559nPuWvVrUVVpSoJkAoEGCEkY2nsNrI9nu7GeDDTNkM7Boi2aXvcnrC7Zxzt8dL2eDzuHhzgsJvoBtsDgzBggUAgVAhJpdrr3rr7OffseXJ7892XZ/543pP3lujGgpmOmFHPG3Hi3pP55pt5MvN9f8/v+/suFUvXrEczhmVTOOuHaqtlMV4GNmgPSV3LAIjz/epGV3wOdT9iDCIe7ZxFI60S56/34fOAYmtL/WurxF/3hdgQFdvOFFtTs7CksjguOozKNntFn6Oiw1kZMK8cdGramhKe942IWUN4SsuHn+i541YqLeLKxtQq+mbEpjWhY8RUUmO1gbOPiw5h7XAzWWVaePSNiGvOEe/pHKpur9YY2gvF9K01NFETFs4yLODLZxeopUYt1fx16ESs2AtsTRX9jqm0rFe9Uw7zLgd5j/e1d+kbCzaNCX+48xqBnuG4OULApjvjDw/e4PHWKQdJhxvhGqtWyK14lXHhc5Z59GyFFrhGwU4w4cOrN7CsknnkcDb3mUTucmY4DFRe8kpfQb6i6Srz3CDKTXRdsj2YYlqlIk819ztWgaw1NcdtHrfSXSiomOY8FJK0NDDNCtcsOUs88kqn34pY7SyopUDoyoSeZn+AO5MBaWmw053y5JqSXB3OFcR8aTCmb8fsrExUwQWQAqHV2E6BYaohkJSCNDX5/MllLgVjnlo/Zj/qsnfSJ0tNJbuSAmHUywzpMjOoUjV7Ndrq/Z4ftPjS/gVO00DNmU98RqGP0CRPbh2xeeGMoBfTXl2QlzqeVWBYFbfe2WBnZcLAjRm4MW03JS0MuoMFpp9jGBWulym7xibt6eTugNqUWJ0MmRgK2iyVe9WDWQfNqDHbOW6QgRTooc7J3QFbK1OS3CRopUzmHjurY5KZ0xDqJLO5j6WXbA+nbKxPCNoJ03HA/QdD9h4McAcJuBVVq8Lxc9YvnqkiMFZdrTuMGXYWfGn/Ajdub5JlJnHk8K1XbzE+aZMUhkqUynXqXIdOgb6ifLiFJrl1uEoS2grizJRhSV3oKiq0Fsou0qhoW+kyvMTzMjBrqkxffpc0p6LlpWpcIGHyoKNmvbGypEwWtiJb2cpqUm8pA5Wq0NENpZsfBDG7UQ/TLjH0itGkBVKQzdX39vC4S8dPEKlG1q/IezVlqVHmBk+uHqvrUTtXo4b+HNcqyA58ipmtiocUZGOXOFadrd4q1HnTzbE3YrxeQlUL5NRCG1mE7/SwLofow0wlfwUFZDpapEMNZjdF5BpMLAyjhlogYp3rszV239xAGjUtP6X2aoq2MgDR9JqDB330vjqmTJQManGlJFmrSZ5KKYOas3s9qkJfauGDoboWTKc+FzpTALLUggYVqmuBa+d8LHgTv8kSvFl0VLQq8JnoGq+HW9QmxBtiCQnH60qLpFWPsJxhmRF8DkOf21ueb4/qix8NdTj3hZY6y073Uf/rpZsWj3TP4t3HPdcUS/HweZbBEkLB1GhqIVB/jRX2635G7OoFWe1xzVdyHlsrmJcO95IBllZS1jpdM8bVC55xH9DSE+a1y51EGXwsSpvAyhQZKbfpWjE6NYXU8fSMx9wThsacQhr09QhHlEsHrVnpctrMdbedCQC+lnHVOWGUB1RSkNcGXTNhXjiYomY/6QKw6i8IjIwHcZe2leDoNWWtY+slpdRx9QK9lmw4c3RRc5K1mGquuh3JNe+EHI0/2nmZ4eMhL88vMDQX7Jhn9PUF+0mXURLw2nyLG6PVZRiAZxQq5jFsk3u6suxDJSBlqcl6N2wgUp2zyGMYRBxNW9RNIENdK4vLOLWpKsHBpMOzGwfcnQ6YN4lGlnF+Ngm0hmBlanVD7pIgJf12zHShbDElECYPH1vW2vLcEM3jDKPCMirS3ORCZ8rN0RDPLghjNcczzZK4sDiNAi52xpyYAUXedOUNqcy1CiZzb/naAG5MVxX8PA1U7mktYGRTAsZGTF4YSCEh0/BXYspSI09MakvNZ4WQhJlNMncQhUYydRCpztv5upqNZ2rZPVwJmYQexdRWXWzkcWltzJeOdrCMism9HjJQMqd+O+b4oMvKzoQkNwlzu1mJN119piFdBX3XjoL3g1bKfOxTNClGtQHSUNI5U6+YTn2YmSRdE9Mr1EUWWF+ZMck84sLkbByo3FsJmlUhK0HbSzGNCglEocPJbkD/8TFJZpHMHC4NxiSlSbYXYK4ntIKEcOGyu+hBqVj1SIFMDMyO8jkvY4MH064iqgH91TmTsxa1AArV1fp2zqxUn1FV6swylycHJxx7LdLSoO5o5LlOEVtIq+IbL99nknqUXY2FWVHPLfxVJYkCMK1SadIFWHZBfOZROwJCk9KquReu4q/ERGPlV33uXMZ5AEFQ4vkp7x3u8xuR8revTx0cq1I2pYA+NqgsneO5RXs95Ace/zx/7+Cj6nNqVWSFgeYXVKVyIBOGpNWLCSceaWizuTnm6LTTfD9VUcoeBMhugcg0gtWUxYndzDwFvpszddT769k5UekhKsGNW5vgqfjDRdTkOgvlYZ4fe4oAVwuF2hwol7HKk9RezbC/4EwGmE7JheGE3VGPfOwQ7bXQGo/tvNaJcpNqrsxN3r65BWZNrElW9IfY8FjkNEslPjd9nN2wB0D6WIZ7arG4KHn8G+9z/99eUud6U0TPYwqX3av+CGHrkaJZG4/A103RPP//eVdb6w9lT8vow/PC/HAS8lDCZD6EtB/tjkUlQRfqeKh/fz9kra/7jnjVDOmZMbPS5ao3IqmVGYev5+S1QVKZLCqb6+EaWvMOT0qfB3GXwMwIjIwNd45n5Fh6Rd+KcbSClp7iaTlr5oxVI8TRFFy9YszxtYxC6jxIuw05SsHVhdT5fPgY15ON5SLg3qLPg7iLpZWs2XOe7R3Qs2Mu+Wdc8s6w9JK4tFgUNtPc5SQNMESFTo0hKjwtZ1QEdMyEWeFykHRo6QlHVRsdSUsUfKv3Dv/+yhewtYK9YsDPj1/gxniVtp0qlrWbktc6F/wJF9wxjq5i7Ry95PpklcDJ8OycdivmaNoiStSKPYltziIP2yoVRKxJXrxwj16gTP4NQ7lkvX64ySKxubxyxkp3QddJHsLSmsSylUyqzHXKQsH/m8EMTasZNnC4bSozjyQ7TziqEVqNrkuqSjlv5aWSWdUoKHyR2A3rGdLEIswsqlrw1vG6Kt6m6izrSlvubzWa414nomVluEbBtd4JAmWeLyO1dq0bIlY6cjF7qsuMQ5sssmChYE2R6CQLW7l21aiM2UJDSwV1bCgtrYBrF46ZLRzyqY3wSq48dkQYOfza9SdUdKSVq8D3qSqiJ3cG+P2Ej2zeYODHTGNXXVR8NZNdzr5qARokoc16K1QXrkTHbGdgSFa2pzw46+JZBbLQkEFJmNi4bs7KIOTZCwfMYpdx7HKpM15mMGtmjevlDAYLrvVOeHb1kPCoRR2ZSEsynfrkmcl7ru7zYNZhtPDpXJ1Q5jqagGJhcbpQMqciMxTT2qwpTx2qUMGx0chTftSuQrJk0/2e67RXvRDRzdH7Gb6fqkCT3GXvtMfBQZ/ozKNYWIpgpUnOUp+be2tMp6oD1bySOLJpBQllaqhRQGRgOAVJ6CipU2QgnUp1mKjvkGZXDLdm9DoRul8i9BphKbORLDOppYrrrDIdadZYRol2ZvIg7AJgLDTMbsriTocHeU/N8lsFItYxjIo6USY31AJCRegSuoRCMItdNlZmiG5ObUmqoEb2cky3QAYl71k5Qg5zrIsLPvDcLZ4YnqC3CsxOhm/lCLtGGspxTTgVwlO6aRkZD5nhdo10KhVEAdSrGVVb+YELt2QtCNHMmjxSC5jiyMOYK1aUngrW1qacRgE77Rl6J6fqleq5BGz2ZuRSkjdz4TVdoY9RrfHe9h5H4zZaCcFrNqUnsKYPq+py9vrIJkr1c158hXzY4f6ubvacvKU9ZDSfP+ZcliQfqYZLz+qGGMYjrOzzxKelGUj1bl3zOaQt9UcIYv+O7eu+EMe1SUdPuOSM2LbGFLVOVhu82L7Fe1t79C2ld/OMnOOiy37R5/VwC03UWFpJjcDUqqVF5LnkR6fGETnTymO3GDRdsrF08LqfDBTsIpWJRCF1KgRZU/yjUhVWTUgcQ81nC6ljayXfPXyD9/p7y78hrUw8o6CodWa5S1JZVGgklcWNxRq3F8PG0KNFXhn8+L0P8aX4MmeVT9F8xJvGjCfsQ46LDq+fKUvGNSfkqc4RH1q9zTcP7jC0F2S1QVyarHoh08xViUGZxSKxCSNnqdGVUhXDLDOWHW5R6NycrjAOfYSAjp8sC2FR6Nw5Hi59qU1TzXu/cWcXxyrIMgPTLqlK1e2+M1rlYn+CZ+YkhcEidpZkqiw1CbwMw6ipKoFhVCoAQZN0AiXvqUp9eZ9s4OY4talqFULv2Tm+kyu2tKkuFJZZqtmjkMwjh91xj0VhccGd4HoZRdLYF+oSDElx6iJqwWPrpwi3VOxeQHolZam0nH4T+kAtsFuZyrPtl6ApYlCnF3EUttgazFjbmWBY6r3cWZlgOAUtM8MxCkSl5DcyNtBSQZ7r3ImHHM9aTPfbaLGGETQB9H7FYLAAo0YP1exe1+oGilNjAOlWTGY+/XZEUhi0BhGmo0xTtjozxnOPGyeragGzcNkLu2yuTRWJSNLIqHQ+f+cqX3qww87lU9xhTGdnRr0wqWYm09Sl66aK7b1w6fYizu73CIYRcWwjMo0609FXUsg1/J1QzfwauRFCIRBtR8Hw58xWvVUQFg6yUiEaEjiKFPJUNyMDkWoqMMGpqAuNB+Mul7dPkbGB1UvRzYo614lTC61hxAMUoQrqEJVAVALNrmCQoYfKha1ODV5cv4upV3z71Zs4fq78s5vQh6QySTNTpS5pKlAFqUijtSMp+g0atJIxzn3+yw/9DGuDGdowI8tMjKBQC1S7gk6B52Xqd0c97j39Qz587R2ee+89vuMb3lTz4MTEdAt8I0dmyhUvLU3eOVvBskq67Zj7N9ZVwbaV3ElW55UIhdyUAn1sgiHR3QoMSRWayMSgvbIgiS0ubp6xN+2i3XehENy+volWQOXXGLGgdCVlpTM6bhMWNk9vHYGAtZUZslImRePaIKw1QqnsLSsEs9rmm72biDveskDWujLKuPk7FxES3BOJGTYF77xqNUVSK1nOjM/zhnmkcH91oa7Nh9Dycr+GXLXsmM+P/+hjv2oWfG4iIgVUjni3LIqH0PXXsn3dQ9PAstOt0FixlN90S0u46p7wufFj1FJgaDU3k1VsraRtpqSVQWDkrFkjOkZMV48Z5x6HaYdaCtbtGSuGmo2qIqsxrnzGlc9e2icsbea5Cm7o2glh5TA01f6zwmXVDhlnHoao6ZgJtlYyNBdctEak0sQUFZecEW/NlanE7dmAgRsTmBmnacB+rLKFH8w6xKmF5+RkhcFR3cZzMr40ucivHj/Bn7/wG/zs6AU6ZsK3tG+yn3W50jnDN3J8I+NLpxdY9UIsXeUr23rTEVpqtXo8a7HWmnIwb+PaOXHDWs4KY2kVuUhs2n5KGNuMFx4tL+VsEjCRihkLNAVcMA+VQcjFwZiz2Oc4aRFGDkhBWWrvYlHHhcUscej7MeHCfRdDehHbWJaa6RqG8rwuSp1p6DKZ+QRNIlFRKOcvXVev1TJLZUIiJFmpN9aXEtCwzYI0N3HdXMHlesW17imnecAnLr7Jp3gPqWNRLSy0uaGgLKfi+v0NlfRTCsTEZPWpU04nqjBEoYMXKFV/NrcRmY4xSJC1hmVVS312UenoWs3l1TMGTsSN8QqXV8a0rYTd0w1E3hQmU8JGRhHavHG8oTy27Zraq+i1YsaRCbpKrnrh2n1eDa8iU51FbivPYV2SlwYXt0ekpUFg5Uwrl7aT0WqkZ/fO+so7uZWjNRruWeTiOzmdXsQwiLh3PFDs9NhAOrB/2kWWGrlpcuXxI/ZGXfbvDmlthGy258xmHpPTFuZA6Yk5dJDdEuvIRLuWUdWCxcRDaxXNDE5pb9+384D7854qxGZToIC7xwNanYTiHAWRioRYLUyoBMG2et6be2vIVMfsJMxTB6Od4zk5vp2zPxli9UsVIanVzAuP3kDpxN3Hx4yO2spP26i5/P5j2lbKzfGQ18bKovV3Di+oUUpDGqtrjf2oQ3Hc5Oa2KgIzZ3JpQWBlUMP733OH/UWHtpXxm/ev8Hxrlw1/zuk0YKM352ja4qmtI44WLU4PO0SxTbcToQmwjZK3J+tsB1Nevb1Dd7BQY4hKYLVT7i362J2U+dzFGx7z/rUHfPbuVUy9UuERDWRtLHTqTEPfiHlm85C3j9fJQoO6X2A4JRuDGXvpADKN3vaM6b0u20+ccG93BW1mIFsKA5ZeSWVoiELlBns7IVWtJF5HM/X9v7RzSlKYUGgqU7nRExVSI0UQ1hZfiB/j18+uoaeKlEUTxOCeSPRMUHoKeq5NJSFSFVBBz7WSaWPEzYxYPCy4ev4IVN0U3tpoOtjzrvi8cMqH+0BTUM8tK5vifr4IOJ83nxfz8wzkZTFv/LG1EuTXmEf8dd8RZ7XJonKa7FiBp+esW3N+M3xC5QRbCYGZ4egFAzPiSfeQy+4pnpGTVCZ9I6KvL8ilwYYzZ8OZYWg1cWXzpfAyb0ebvLbY5n42ZD/r8YXJZWqpLYtw20px9YLdpMeteI29SGUej3OfwMx4pnNAUpmsWiEb5gRN1KS1SSUFcW0RlRZZZWBqNbvTbiN3Ut+erhUvCVJpruDQotBxzJL70x6nYcD/+Z3voqw1Aj3jv7n3bXzu4Aq+kVNLwa1whbLRCXfMhLC0eRB32Zv3+NLRDpvubGk8oAvJB9Z3+dCFO+x0pyoqrtbwHEUeKiuNa2unVJWK3DOtsjFb0CkKxcY0GhOONLG4czJgozVXuclmtRymCKE67TzXOZ616HoJYWZjWiWWrQg0oGDvldYCw6xIU5Nw7lLkhopLRHVsZuOXXZWaYql6GVf7Izbbc6YLl/wRI9i1TshOe0bXT3DMErtxMLs+WeWlg0u8s1jludVDioWF1c4Qa6l6zc1FuDqz0frK7exor68O2kDvpl6heSVmkCMdtXioK8FGZ84k9Hiqf0xSGBwc9jiYt3n9ZIPL3TFCSG5OV4hTazmzEqXAMFV6kWerQrm5NUazKiaTYPn3rLdCSqnz2HMP2Lp4hm2US13zeOIT5RanZy12Rz3GE58wtZksPMYTH8OouHb5CMcuKELlXa3rNX03Vu5ihUlValSpjhnk1IlizGpmjeen+GZO0RCY0tRkljk4Xk7Qj5fjCtGk6FBDOrMRmZpp62alNNK28g9/63RNsYi7qSKnaZIqMahigyi2SaYOSegou87JQHWOzQz59tGKgrQ1SXjUYvSgi+0UmEaFb+bgVCxmLtHIUwlejkoJ088RhFxjczBjrRMSFxavHaqEpL031znYHZDd6BAd+SCgXKiZ6GkYIF0FAYtE42DeJhm7xIXF5rVTnmwdc7Vzhmso9v0r4QV+YOM3+ejVG3xy6yu0/ZSosDg9aXPl0gk7KxPWggWuWTB0FSHqteNNBVVPPa4984D3P3uHZ9YOuXs8YLWzwPFyngiOqaVg0Ik4uDtEmkp9gC4peyV1t2DQifjo8C3S0MYMBeapSXVms3dvqORubsVkv4O9EbN3dwXjzISVDGkqd7JWL1az6K2QKqiwjJLJaQvpVCSHAUnosHvcp6o1+ltT4sziP737PZzWHoXUaIkSR5R8ZvQEr9/afkh+MlSBcyYVlaMKYeWIZfjDefGsTZbF86uhaPlo19xAxsvbmo7WXMiH+zSF/Vx7DI8Qtx7pis+PrYq/sris7Yf7LLvwc3LYIzPr32v7n0VHDMrswRE5hewya+IJTVHxrZ0bvBpdYD/tsqhswtohq82GrQzj0ue4UHaTjqY0wIXU0UXNUapWfYvCVlpNlCtMUplUtUbPiemYCaZQt81Lm0VuU0tBXFq0rZRb0Qq+ri7g15NNNCE5TDtktcHQXnDBnxCWNr1WzKkb8NqDLa5tnHApGFNJwcXOhMizlQRISBaejWsUTBaKdFRWOh0z5RfvPo3ZFMyuqaL8ksqkdDTC3OEoahOmKh6vrsWSjfxdW9c5zVusuaFamJgRiWmy3Z1y/6xPqWmUpU5WGWhdBQ3PEgfPyUky613pS1KqgISq1BAC7k1UHvILG/u8crRFmjaSolpd+A2jYhq7RI1zVdtRMO20WVnbTZcLoOmK1KU18qNZ4tB2MkKgNgRJYmFZJQ/CLo91R0Rti0oKpKt0wW07ZZx6dOyUfjvmMG5zMOmQpCay1ngt3WSzP6e9siCKbRynIC0c6kTHWovJF2rG2L4yY37mK6MKYH04U2xeqYhoItXBK6gjk5aZUhYGj3snfKncQZuZRJGBMUx4+2SNotBZ6S4oMkPNl1MNkQvy2AJLxf49t3XA3Wmfi6tj7h0N0P2CZ7f3uXG6iqZJtjozZonD+4Z7PBh3SaVFvxexSGzqyKQE+r2ItDC4NBhz76xPtHC4HdtUoYkelFxdPyWvdW4druAHKY5Zohk1UpNLKY3llGz3p5xFHm/c2wSzRjiSMjOIMuWOJXTJ5mDG3mwAtmRtc8p4tIIxNikHBSLRqT0dq6Pm9gBx5Kg5bm6o0IGZpWwipaBKDYQh2Vyf0DIz9Xk2BKrj3T56pGFuJpRjB+mVUGjkmUGaWMxNB82sCYKUKLYxTSUfm5y1MF1ljGENUh6Mujy3vc8rr11BFAJzrl5Xbkn0VFD01fyWSnVpRaEYy8F9HfGtE8K5ix4UnC08Wm7Gbxw/RloajE7bBN2Y37x/hVJqVFIwKgNeWHlAUpns2n3u7K7itDKK3KDXibD8ksDK2DvoKyTo0ObZZw8I9IxFZfOqucW6P6fvxHSMmCeDjNdGmwi3wgkyJmctKAV6pFENatLc5O+9+hEsP0deLShPXEQhMIa5SjwLTYYXpoxOWxhznbJTqsSlTENOfBYbGVY/ZXHq469FuFbBdGFgrCZUoUGdq4o1nvr4QcofvfQG/+3LH+DPHf1Z/tfPvMQfb3+Fllbw4eEN3rq/gZ49hIClBifv19FTpWMuXfWv1MUyW5jzzlRX95+zps/nvXVToCtb7afxCMEK9e/5vktrTPHI/fC7oelH4G49h7zz8LbzfbRK2fued9Nfy/Z1X4gv2qdIXQnfX4932LInbFkT4triZr7O3UzB0bUUjPKAaeHRNhL6VsS0cNFFw5DWcnRRs5f2GVgLDrLu0v5SE5JpruQ1cWERWBm+mdG3YuaFw+P+Ccd5Gxt4rq86YFcv1HHSLitWiK0VxJVFIRWL+43pJrUUfHLly+iipq8vGFcBe4MB//DV7+CPPv8qTzv7xLXNb4RP8MZ8k8BQ3WvbTOltxOSVTi01DpM2w8aI40ow4qpzgtkQvd5gk7vzPllhkDWJRKqgVQzMCKdhJsxLl5vzFQ7o8ETnmC/v7yjXo4aUZRiSO5M+V3pj3jldoRQaHT8hTGyE0BBCFdaNVsgsc0hykyxXRf/ts1Uu9CbcHQ0U61fIpUNQy8nQNHXReBB66EaF72Y8OThR9/spRaW67vPHlDUsIof1VkiUWbhWQRLb+E6OY5ScpT5ZaXCxM2Z33qNjZ2SlweFZh7oxCfFbqbqonmuPC52jaYsXL9zjMG5zb9SnXsmRkUEeW0uXpvnIpz2MmJ/56F7J0ajDszsHvHoWkJUWwi+V5tqpiAob30/5nckl1tshtxxlEVlMHQpNInKNqh1ThybYjf7Xq1W3UgnySievDYZeTMdO2NN7GKY6bhLZyEpw4zgAs+Zz+hXWOiFnhkdZaaShjTNIcO2cs7s9pFexL6Sy7Dz1wK7xV2K6XsJh2MLUFUs6jm28bkE9sdESgbYdc+HKmFniKAbt1MZs52wNp9w/GKAZknDsY3pK0rV/2gUB+npCkpsUgxKRajxx+ZB7I4UknFuiFqFyploIh6tbp9xK19WFsVBxiXlm0grUCGWSNWx3TapC0WTyOnZJ0Ui87G5KNnXQg4K2n6K3auU6NWtRCcj9Aq+dMgwidg8GCvINci74E16pUce0lcmE3ssoEgfhVMhcQf7npK1gNWLhOMgzH7EwqKwabT3n+KjLxe0RpydtqAQbrZBFYXEQdfjw6g16RsTdeMCisHli85ii0slrpU7IS51Nd8bMcCku6HSshFnu8su7T7LWWvCfXf553l5Z5/polT9++TVqqXE3WWEWuhAaaO0UWQmEX8JCoRWaVlOeuFx46gjPzLkpV6kmNrpRU+Y6lx4/Zve4jzY1qdwaa2RQbGfoUxv9ygLtZoC8WiJsxbyvpeDxZx5wGLaISw90SauTEMU2f+rKV/hE61U+9G3v8Hfvf5Qf/80/xL+68F7+D09+iovWSPmWu8qsQ2uSjLS5oLKVhSYC6lIVW3MhkYag0KH01Cx5CUk3TGipP4SVl7DzI1aXCCg98S5d8e+aKz86QxYPGdrn+5euUISx5jHnTOnSUdGIyzCIr2H7ui/EcW0jpElcqi+fIwockRNj8Wa8xao1p68v2LBmisUInGQt3tvaY2E59IyISemji5qwcshqg0VpU0mhMlBrg66VUEqN/Xkbxyxx9IKeleBqOW8t1qmlYMOZUaHhaTldM1as6kQ9XyF1JoXPhjVjXPqclq3l668Q+KKgq6U4ouBx85Qbj6/z39z6EH/kwlsAvDbbwtJKDuM2llZxVvkMnIhNd46tKTvLuLZ4n3+PUdleRjZ2jJinW4d0rYQVK+Sn3vxGNfdLFWTbNxQUVug6i8rG1JUnsxByWTBBmXPUtYZpVirMws1YJDZZYdByM4pK43J3zEncYnesEnBUx6sukOHCJYwc1nshUW6S5iaGXmMZyjhhESvpkqbVKtM4tfjygx367YgotkFIZSpSaOjNDNGySzbcOfPMIa90HDfHNpTV6TjxMPSKu9M+i9ihrDQMXemK61JDM2qSxFoWYSEkaMqM5I3RBl03Yas/497hAG9N2R2G0sPyCvKxQzh3Mb1iKUV663CNrY0J+/eG2IOEIleev/dGfSyr5FJwxm/sX1Va0BJqIUBTgQJJbir/3kIVF0RzwS81ZguX0+MOXifhw9duoAnJ7cmQGoFhlRSxhXAqDEfF953MA77nsVf56bffB4WgyA3y1FAdUi2IXJudlQnZqsF6J+Te0YBootAjwy2VMYRVMgk9pF1hrSlv6KJSpCfRzHV1XRlkACpowFESHtMtqDOdtY0pJ7cHRKmHWMmRheBiMObu6YAiVTP7Ijbprc+Zhx6aXnMWeWDWaGZNremKwaxJ5guXEJeyq6GLJp2q1CAyoF3Q8RISz6LTjrGMisrLmC0cZgsXz8mVfKdUc0tGNlYnZn/UxbCVEsBzch7EXbRcUPVKCq9qtNw12VrG2nDOdOGx1gl58No6RU8x+JmZKlyh8RwXQuJ1EkYLn6D7MExjFruEms2d1pBvaoXshmox8u1rN/n86AqGVrPZngPwra13aGkJ/1XyXezOe7yw8oBb99boewm11PjYyluYqyX/6Pof4g/t3MLVckyrpBQwDCLqWpBGFlVboQNJZkGn4P2DXf6X/S/wA7M/Q9Q4x33TY/eYZi51bKj5Zd0UrbGljD6OPUygPHWRfqUWzEJy62CFOjIxC6hjnd5Owscvvsn9ZMDUd7lijvm7V3+GfzV8P//8lQ/wv/vsv8+f/cbPs3ntlNEX1peRg8vuuISykSbpaTN7rSDtPjTskKaKGzx/jFZBXT+UI5kLZYd5PtN9t7tWY015PuNtirQoeVd+8aOJTkjQzv2sH+ngtfLdc+tHtcz/ru3rvhD/xuQaH/Z3KaTOtPAobINZZTApfS45I0AlInlatpzV7tdd9rMepqhYNVUxO8o62FqJ1nTIupC8r73LLx2/h6ETkZcGrllyqT0mr3UKqXGaB5h6ha2XXHFPmZUeZ4VPIXXaRsr16WozR86wjZJOP2FohrT0FE3UTAuXsHKxREVcm6TS5K1ii6f8A9721vjlB09xsTMGYJz6lLWGpVUsCoujsMXHL77JvHSXcPms8gn0dJmX7IiCa84h70SrfGdnj88OH8fUVSpVVhm09ARTVFQIbpcrtE3lnz3LHK6sjbh12GQRl4LAT3lqeMz9sIdnKgKSrtV0bCUtuT0ekpf60iKyqrRmzqzM8wGmiYMuJOudEFOrcHT1fk9sBUWXDRNaCND1SqU8aXKZC6zql1wSrfbjDmWtKdLV8ISwcNCQuGbBOPLQmkSm+cJ91yhHeXmXD13AKrW8dp2CODMZeBFXWmNaZkZUWnSshJdnF8gj1fEyNSnbAqOTU4YmZRPpiFETuBnj1MBvZSSxzRPDE37r8IoKtNdUF+dtLSgKnTyy6HkJc8dXvseGVF6/YxfNqchjEwq1CPri9CKv7G3z5OYxW96UstaIWort7liFgukzi5967RuRuYYxMyilYPPSiKMzW8lWKsGV1hnjyOPO7ioIiT41kKsZtlNQRiZZauJ6OduXTri7P1RhDH2xDMcoEpNSk3R7Ea2VjJNRm6Ct5u6n93tsXRmxf2eIVomH3YIGUWlT3/fBr7HXIpJSY9HozvPYVCEfukqKkrpiW9cN2cbtppxNA7aGU2ZTD1lpGJ2cXifiIxs3eNPfIMwd9iZdkhNPLWx0ib1eUC5MtEogNUndUhGeIS4rvZBJo2O/ebbC+jMntO2Uvh3z8sE237Jzl1+98QTfsX6TL5xd4s79VfBqTK/gfRf2uNMZcHrQReQaogK9L4kzc4ngyELjKGwRHflYg5TP719mv9flYNzm+e19fnn/KY6Pughdsd0Ns+Kvnf0xykKnGttIv+QrbAPK7vN2vsqzzh7/dv4M8dzhtfEmQ3dBWeroscb9O6v0NmdkD1TkoXRqkonL1s4Zh2mHv7P/h9GFYn5v9WYcLDo8uLWqCqNTo2Ua8okI9j3kWoZ2ZC+LVHewYOgumOUucmJhzTXyYYXezvlLV36JrhYT1i4vJ5fo+m9ji4r/oPs7fPe3vsY/PPwIv3H6GE/1jvlN1htoVx33PNPXmjcdciEpHEHWE8s57pIo9aj0qCm25wlNtdlInVAF8ryoapLf5Xx1bqOpZ80FBX7XnPccxpYaaJlEWooxfT6zXsqhvhrm/j22r3uy1uGiTSoNstrA1koO8w7jUkHVWW1iiZK0VmEQ49znKOuQ1zp7SY878RBLlOioLGNNSOzGwLRlqMCIFwd3yWudcerx/GAfU1PhEuPMZzdUwfK+niuDj8plYKou8zQPsPSKvJmvAsS1pTKCjQU9UzlcOVqBRk0kLa5nG3T1mG9xbxHlFgNPuX/VTeHRhCQpTTp2yuXemNO8havnRKWNrZWMS5+4tpjXSk5lipJaavyxwSsclR3CzFIwuB3zWHvES/OrfHFxmaw2edI/YlHay44oKU12Vies9EI2BjM8O+fWdEiSmxxO2thGyXThcv+sxzRTc97zAAVQMqSy8YOua4Gu1+hCkhUGB5MOe5MuoKRbVhPGcB6fWORqzldVGpv9Gdc2TtCNGstTs3bbKej7sZIfpTbzxFmaUuS1Tloa2GZBy2myixt5kwAVIuDlyy4fVCd+dW3E44NTXtjYp2/H3JiuERYKZRnYEbqpkm9kpiO9Ct2qKBcmVjdD1oKDe0OeuHKo/t7UYLszwzArvnv4BmejFsnExRibqiid+OShtYww1N0SZ5CAYGlAsT6cKVcoKZR5RMMeP160uBcOOIs8Tg875LnB5LTF7jtrTCaBku+0csoVhZsd3B9QN7C3aZe8frahLDKbqD65miE0VKqTVbE+nDEMIsaRhyw1TK8gjmwl+wJWVuf47RRDr9VYwM/4xMU3OX3QxexlHNxcUcQYt0JuJ2qBM4z5rbcfw7wSIh1lX6nbymJTlhqmW7DdndLpxLSChE4vor86V7IeS5mmOG7OaOHT6y944tKhChpJbGaly8t3LjCKvQbZQAU6NAQut5/AMOPqew7orYZIlDOXLiS9IKbnJYRTj7/y2L/hxv4aX7h3aZm9PegveGO+yfO9Bwhd0tue8See/AppaVJWmvo+WDV0C2YTn3qiJIBxaGO3MiVtchWBcXHmYWkll1fGOHrB8VGXzc0xP/j+z3J165TAT3l89ZT3bB3ibS7oDRZ0nJT3PraHBMaVz2PmnC17giw0TmYBX7l9ge9/+iXKTsnahTFVraGvJdBWVWm4MeM7N27wdOuQe7M+aW5ydesUWy/xzFw5bfUzRCnQVlO10KwEj22cUg8LKlcyvDKm5WS8M1olzGzlUx0ol6//4v0/hy/yxuxoQYXgXjmgbirbip7wn279Iv/Z5U9RS4GWNw5aguUcuLKbYqspwlZtKAY18K5Zr5Y90o2ez2VrNcc91/tqVUPIOrelXLKo5bs8pYVUsPU5WUs2sPc51K1VD4ttbYnl/XoqFRxdP3zOr7Uj/rovxP/e9qv8yvFT9MyIFSvkkjOipafElcWDvMdx0WFWecSN0YehVRiiZt2Z07eUZaXW+FDrosbWSgZmxJo5J5UGhdQpa42uk2BoFat2SGBkGA2zeZ4pCCqsHPpGxFnhMy3cJaFLNmzuwMgoan0Zl+hpOa5eMK08dFHzG4snMUXFuj4jkuqxbSulloKkNBktFPN1mjiME4/jOOBLRzt86ewCWW0wzn1en28yKlrMKpdJ6fNmsk2FxmnZIqtN1oIFYW5znLS4OVthP+7y9nSdURFQSJ1tb8rjg1O2+jOG7oJVL2SnNWUcecwThzB20Bvv6FniLJ2yTuYBnSBV8qRmdWmYFZZd4trFskPOCoOd3lQ5C0mBZ+R4Rr6EwutaGTvIGt6zc8il4ZjRwufBrMNqL+TbL91C05VDlmsUyl6wVF9xQ6spKp3TMCCMHSXDMpq0qiYyUdNrLFs97tyCU9Mk/U7EmjfnKGrzzmSF+2GP45lKcJomLpNcza6dTsZwY0Z7qGBAPSjIYxPLz9WFP7dJCwOnm5JVBoNWRIVG0I3R3JLKrRUpq5k32v1EvTeRyVNrR1AKZR1ZahzsDtSFMtaw7YKBHZMnJqP9DvuzDllmIlKdKjKV3aVXITMdcZ5VnCknJaNV4AzVnDULbU7v97i6fYrdSRF6EyuZ6LSGEbZXcHTa4f59xba3W0qWpes1a62QwM2I0mYmn5sUhc4fufwWP/3W+/noC29QzC0FcZbKb7kuNGSmk8wdqATJ1MEK1GKqLjV8J2dzfYLv5uyOe2haTVaYhJFDXWvIWFcQfG4wDCKkhMlZi0Vuc/ygR1moGbpMdbLCJIlsjHauWDxAb3NGP4hZH85YcRY8s3KIpVekmcmltoqqvHswhJnJTxx+iG977BZlphOe+dyYrgLw9v46v3j3aWSqM536/PRb7+eN/SbH2mxY9XMTKcE+Vjae2sgiG7ucnrUw7IrszMX0C26Nh6y4C47jNqQa49BnP+uhIbk2OGWcePzF7V9hrR2y3Zkp9UXqsRJEZLVJWGuYosIfxGia5NL2iF86ehqjVfBNq/cpK41iYWEcWGoBZBY8SHrcjlfQtZp+K2LDmzHPHKapi94qqOYW0q0opxYi1qndmptvbGP7OaxneGbBNHGoa8FsocYYzk7IX33/L7JjnrFb9KkQHJWdpdzzqAoopMa0ttCR9PWYz/7WM0tNLjwyowXyNktS1nnHuiRWiYeFVz6C7z5qa3leRB9lQJ/vc14w4bzrfuTxzfGX/2/mxe+aJz8CXS8Lvf7w5/8f+tBsT9sP+OTmy3xxeomWnrJqzOk06UsnWYt3ojXupQPGpY9vZHhaztBe0DESLjpnzCqPrDaxtXLJmG7pKaaolNe0qHi8dUpgKGg7LB3i0qKUGrpW07ZTDK2ib0RKloSGKZRdZd7M1qaJswwu2M0GHOQ9PuDd5uO9VxnoC74UXWFoLJhVHq9lO+wVA672RpRNx3atc4JtliSZidckE81jhyQzWWQ2L59scXfeJ61MHK1Y2sqZouLtZJMvh5f41w+ep6o1LrYmFE24hdFA1OPc5yDrsmbNsfRKSS+EZJ47nCYBgZMtYdyqCXbIUpO1TqiKaKkxjxy6rYSqMRI4jx7c6swYtiO6QYxtlpxGCq0oS+2ho1ioTvAyM6hKjU5HpVrtTbrkTXd8OgtIKpMrK2c8MzykqPSl6UfPS0iaGMcsNakq9RrHkYdjFbSCpGFbC/JMqf1VEIV6n2aRyzx3OZkGTOcex+M2RaETJTZRql7jn7j2Cs9uHBDYGVluKHaxU6AZNfnUZrg5Yxz6GFrN1ZURF4IJbTvln9z8VuLIQWgSaapUJ90rEWNLuXQB1HAStx5eeLwSfWZgdlNqvyKNLW7Nh2iGBFPB/fnMVp3MMoyBJbtX12ta68ppqzpTaVR6o98Vhcb9057SWms1V7dOcToZ0Z0O2bGnzP0rQZ4bfPulW6z351xePWOcKBLYeifEMUqKQme9G2IKlR706befUg5VnQLpl6RTh+EwVPhgc2E1g5zN/ozVYMHTFw6pasHBSZdF5JDMVPHVtBrHKQgXLmuXxpRnLuWpwzjyGAQxbivl+cE+lIJiZvPy6TZmO1fEO5SUDU2ytj3hzz32ef7G4z/HJ7dfaSR9KqXLNCtePd5if9xR8YfAl9+5xIOoC7WgvzonanytA1/FVP6ZF39LWbxWgud3HpBkFt3BounWBJQaRbtGP7GQq2oBI+cWZWqgtwvKXBX433rrMd65vQFWjWMVHKVt7p/1ePNkna6TENU2x/MW1w9X+V9tf5H90y774w4dPcHXaj518hx5pha0+6Mux7MWZabz86+9Vy2ChaToVfRWQ/ZPurx+tkHfjLAbslVcWkpBMPMVgqBLNLuivzOFSuDu60irVrK54ZS94x5FYdDxE8pch3bBe9cPOCy6nFUBl6wRp2UbS1SYoiKqbV6KHmda200wjs648rBH2rLLhHN50MOOcik/Eg/JXEsN8HnH+gikfX77eR5xZakiaUS8y3SjNptUpaaga6X6Pp7D40v3LPnwmI9u50UeIG+LJTT9+5Euwf8MZsQAF8wzdtwJ+1mXZ5w9bpQbzEuHohkWzBKHjpmS1Qah5rBqhyxKm1V3zm42WMLaHT1Rzjm1yagKCPQMT8+YpB6GVim7zMLG0BTkbIiaJ1rHbNlTDvMOozxgaC3wDXUi/qkLL/PTu++j6yR8YvAqp2UbU5SMyhaellEh+Ep8icv2CZaoOCo7bJlj9vIBf3LlS6TSZN2YkkpTdWVazTj0l45WjpWRNclIjlkSFQr67ujx0iEM4JXTLcLYJrRsOnZCYGV0rYRFaVPUGqdZgKMXPIi71FIQFRaOXmBoNaeRT9vJmEUuUkKSWfhuzmzmEeUKPgbVGSe5SSdIWST20p3rncNV5fyk11SVpkhXlcByVF7ueTyhaReUuo7vZgq+boIczpOTNGq++OAiplnSbcxIQBX0pDBJchPLKkmbBYNjK52woatQiYVguZg4n1lXTTdtWiWeodwBNL2mLnXlBdBkGN88XKWoddbckIETkQQqd3XoRbTXlAnEZOajGxXTUcBHL1xnL+5x/a0dRDtX0YS1QDgVVWIgFgZ6LsCs2T/rgC45PO2opKDKQAg1S65zA+FWyJlFMjB538VdvrK7g6ZJ7G5KXnhIIdF0ieVmFJaB6+dICYvdNrg1MigxzYrtwZT7xwPMVkYWm1xcOWUcu+yOehRHHppE2UXmOqxm2HbBrfkKtlGSlKZio48D4tSiOHHR+jn3Hyjnr343YnTcRlvL8LyMzfac08jnSveMjpNyEgZEsU3LT5FS8GDaQddr4thGFhplpvyzpyctkPDU4/u8Pdnk5KSD0U8pc53Ayeg7McfTFjUCUWgICceHXba2xiSFwTRXmt+1nTFbwYwvzS9RtzR+e3qZu9MBvpWzd9BnZXVOkpvoeo29EZPv+5DoLHILbWYwFm0sP1eyslzjscvHmKKimCmL0gdhl6LQ8ZwMkehUQYXuleAXVBMbGZloiSLfiVhHOCXD4YLR7T6iFujrMULA7EGHL5wFvPjEbUWEmg758YNvIzr26W7O+a9vfQhZalzZOuPTo6f4gHeLWiqnt2vtE662R9yeDzm1fNZbIaPYp2jp5BN13vutlI6Tcpy1iXKLs1GLs5lPsbCw2xlSChUhaReMRy30lZREqL9xpRUxT20cL8fQa47uDkCAPVBJbt/deo3r+QYXjAm+dcy9YsiKPue/2vsufmjnM0S1ja9lpGj8R7/zvVi1IlsZiSTti6bzlZQ+GAuxhJHPCVWVBUsNMY+QqZoCeN5dn8+LhWzmxF9dJMXDLlvUDbEOCRWIBr4TkuViUfJIUeYhUWsJYTe8BdF00O+KWvw9tt9XR3zp0iWEEL/r54d+6IcASNOUH/qhH2IwGBAEAZ/85Cc5Pj5+1zF2d3f5+Mc/jud5rK6u8pf+0l+iLN9tP/Lrv/7rvO9978O2bR577DF+8id/8vfzMt+1ldLA0zI+0LrNjXCNN9IdQBG02mbK0F7QMjNqhIKmRU1U2qxaIffSIS09ZcOaNWYgGVfcUx5kPTasGY5WUEuNoblgzQ7Ja4NaavSshK6VcCGY8Kz/AFsreH26iSFqekbM4+4JZ5lPhYrp+6uXfoHHrWPe697neWeXD/nvMK4Cfi18mhf9m8wqn6i22THH+CLnsOhyUPR40jpER/J/3fswvpFzrXvKdn+KrtUYWs2KH2E386yWldGyMj5z8gS/NnmSWeXSMVQe8VoQ0vZTAidjknmsuSHTZvasC4khVNCC1xiB2HrJKAkoaw1dk7QsJTFSEYZN4TVqZqHLtbVTdF02nbGObZSq+5RiCVPLWoUVFJlBXSny1kZP+W5PYnc5G3bsQrFoNUmSWWhajW5Uyhc6SJT0JrZ5eX9bdculgWGoWDldq9lohUrL25C64tgmXLhMYxfLKtH0Gs/LlCVnbizh6s3unAeL7vIMFLAMozjvtHZHPW5Nh1w/XWPoRaz6CwytZpq5XOxMWB/MKBKT7nDBv3r7ee7MBqxdGbE6nGO1cjCkksE0J2/ZK6kXJsXYUVB3oSvXJwm2WyAb2cy5nreWQiEebk4SK800rQKjm1PnupJYTSzig0Cl4nRVtKAQigx1NGthWiXdIGZjbcoitygrZZ8oBhlVt0R2C7T1VM1upbJ+vb2/wsGoi2sUCA2++eJdOhdmPLN9wPrGhP/kmU9jGSVXLp7Q60S8Z/WIWwcrTB50+MJbV7m9t8r8JKAe24xHLQ4nbbp+QngaUJcaTjtDWBXOeoTbSwhWIvp2rC6Ksc7F1TEyMghTm7eP1qhKnZNUMbZFCRd3Rlxqj/GtAtMucdycP3/5N3m2fcD1ySo/8+B9vHm8zuikzWljzWrqFdHMJd1tkR16atZrSM5mPrJfQA15ZGE5xfI689/der9CIIya0TSgznU+sv2OyjuWgipTizctEYqU59bK1KStjvHs4BDRz1l94pR+O6btp0izpt2P+OL9i7x9tso8dnhzdwOciqeGx0xv9iEyeOdgjcOwzcvJJfZnHRxdHdPSSi61zhj4MZZW0XFSVjoLvBVFLl3MXQ6mbXbDHlFqKfjcLnns8jG9Vsyl4Zg8NgmnHqQqQpFugeUWzBKHnpeg60phoLULrjx+xEcuv8M3tu8qtYeWMa1d7hVDbqQbvBQ9znevvslLi8f51PR5Phc9wV9953sw3vLJX1iQfIv6flcuFL4kWRVoeWMd2ciE9IJlUVzC0o/Iix4NfvhqAw+EYkK/q5uWLHOLpSbedcxHu12tbM79RyBp+ei+ddOpf3Un/T9FIf7iF7/I4eHh8ufTn/40AH/yT/5JAH7kR36En//5n+dnfuZn+OxnP8vBwQHf8z3fs3x8VVV8/OMfJ89zPv/5z/PP/tk/4yd/8if563/9ry/3uXv3Lh//+Mf5ju/4Dl555RV++Id/mB/4gR/gl3/5l38/L3W5CWqOyg5fji7zx9e+wi8fP40pKjbtKb7eQNHWglU75LI3YsUKWbFCNFHj6TlHWYe9tI8mJHeSFX7x5BmyyuCVcIcb8Rr7WRdA2VN6Y55uH3LRPeMbOveXxK6r1glDJ8LUKkytpKNHWHrJE7aSDtVS47RqMa4CcnTuFUM+PXsPz3m7hLXLvXTAVxYXeSPZ5vPR4/z26DKvhGpBcVR2AJjlDv/hyucBCEw1V01LE9/KuTY8QROSF7p7lM238+XpTtMdJ/zxta/QcxICMycuTLLKoG2lnCUegZURFg6z3GVR2Ixin5NFwPGsxd6kSxg7zDMH2yyRtbIazAoFtJSZwUmkLopaMzueRC6OVSwJL+eWlrpRY5jV8mI5T21uhSs8OTjhua0DXKsgcDJaQcIL6w+4ujKi5ye4trroTGc+UWwjmgWBYxV0vYS1dkiSWCSpiW8+DHg4l9sglItSz0uw7YIsNyib149UKTsHU2Xoojexi5at/IBlpQhdhlmpC1Jukuc6N49XeOdohesHa9w9HbA373GhNeGZy/usBspCMclNPrB6n7LSyec2+plJe3WhiGOGpLsaKrjYkEpKVcNk1EKatTIxqQTCkNS5jr8eMZ75vH5ni2/Y2OPC2piiUDKgqtCWVxNtmGGtxtSlUJGPmsQJMlo9NVOsSo2zmY9jlMuYS6+dKhlPN8FtpQy6CxWQMfG4cXeDb7hyH4D9WQfdqPjs9WtMRwFv7G+Qlzq/On6K9w/3uHt9g9FBh7PUR84U6cdsZchCQ/PUokFoSobWcxJaKwuCdkKeqc8imTokpx6LM4/bswFBL0aUgtHCx+ynGFqt/MVzjbQykW6FeTHij26+xv9+89/Qd2L+2OOvMwhifie8gqdnpLnJ3v6A+NQHCfGpz2AYUlQ6nV6E7BVIU1K3KjBrbLtElk30ZPOe6l7J7qjHSmvB88/dwbJUHm+nF/Fv7j2NMFWkIigSWL2iFl0ff/+r1J2SXm/B1nCKb2TIUuP4tMN45jOPHMx2RsdVC5/xQYdn1g+XC9jffvka0pRIIalLQZKbfGF+hXDh8tqDLfLa4CDp8NLBJaaJy91Jn6w0mKc2ZakTzx1FcrNUUV1tL/DaKW035Wje4uioyzu3NtQsODJobYRcvDDCC9Q51PdjBk5ElpkUCyUl+9tX/yU/MPwN3oi2uZOvktYmLyeXuJ8PKaTy+A8rh+e8XXacMf/0jW9m+mvriBICL+PZzQNVzArQc7EMU9AeIUhBI0VqKtdyDlw/UgQ1qBoGM1/VsS5nveIh1H0+160tkEIsZUmifNj6frXOGAlGKt8FPy9nzY8U8K91E1LK3+dDHm4//MM/zKc+9Slu3rzJfD5nZWWFn/qpn+JP/Ik/AcD169d56qmneOmll/jgBz/IL/7iL/KJT3yCg4MD1tbWAPgn/+Sf8GM/9mOcnp5iWRY/9mM/xi/8wi/wxhtvLJ/nT//pP810OuWXfumXvubXNp/P6XQ6/J0vfgulF1A0tiuenvGz+8/z8c3XmRQ+PTNazkwBRoWCnIdmyKhosagU4/jtxbpy0CpNDFEzcCK6VsI0d9lwZgBs2VPe595jWnu8Gl/gKXefVT0klzqpNHktucC2NcbTMmqp4WgFvzh5lovOmG3rjFRajIoWr4VbPNfap0agIbkerZHXBlvOlGnhkVQmTwTHdIyYz4yeXCY5DeyIbXfCF84uERcWrlGwKCxMreZCa8zzrQf89vQyF70xL493+N7t38YRBV095u/e/yhJYeKbOePEo++qE22cectjzXObtpVxGLbIc0PZUQqpUmNqjXhhq6LUQLtZZOEE2ZIpXeQGnVZCGNv4bsYiVhDZeapPfa7bRR33+Z0H9KyYW/MVaimYpzZZYXJteMLevKdydJ2MeeyQxhaGWaHpSpI08GNGC5/t7pQ7JwOQgpVeyGgWUDXWloZZousqRvGZtUNeO9ykqjTOzwhZa9SVQNMlG4MZ40iZRpi6QgiqSpHBDEP5Mbtujm2WRKlF1nQYul6j6Yr0dWV4xu60y5XemJ6t3Lumqcto0qKKlbl+HNvKktOoKecWwivpdiOmu11EIag7pVrF2xWaJikjk/76jMluD3s15qm1I66frJGMPLBVmIVm1shaybJst6CuBRu9OYGVschtdg/7yEpT4Qexgb8SEzgZzw4OOUza3D3rYxkV06MWT13b5yhsUVQ6i6mLECBTXV2g7Boqgd1RMjffzYhTm5X2ggfX15Ctkvdc2eedoxUcp8CzFFGvbanvSJjb6EJSNElaeWmwGPnLDkjzFEpw8coJulbjGgVv763TbicMg4g7h0pO9fjOMaPY428+9f/kt8Jry/P5g+4dfmXxNF+aXeSL9y8uiWjoEkoN3Sv5pkv3uB/2qGqNODcJD1tgSMwgpzx1sMc6RVBTDwtYGOq1dQs6nZgnhie8frRBPHHV8do57SDhQmfKjZNVhJAkpx5aUPDE9jGnUUDbSRlHHv/xtV/n//iZP4Y0ajYvnnE8blPnOtsbY/JKZzzzseySYRBxFnlEoTI5uX/SR0qB4+YETsbAVfyXwFTRrW+frDXe8Ep6JrSaqtCRtcB0SorMYG1lxsmZWmxadkk6crH6qdqnSSMbBDGj0F+65K20F+hazeGkzXo35NvXbvKcu8eKMWevGBBWDv+PwxfwzYy4tLhzPOR/+9xn2TQnHBQ9fu7gvRz95hbmQnWSeVvFH7a/bCtylvaw4zQXDzvRylH/1g9l/u9OZnoEan5UOvSuQt1sj5Kpzv2ntQyVJ7zc6fyYYnk8qasOWWqNN/Y51P1VxC8EVHnKm//1X2U2m9Fut/kf2/7AM+I8z/kX/+Jf8KM/+qMIIfjyl79MURR85CMfWe7z5JNPcuHChWUhfumll3j22WeXRRjgYx/7GD/4gz/Im2++yQsvvMBLL730rmOc7/PDP/zDv+frybKMLMuWv8/nSgS/qB1EbXLNUTCuKUo2/Rlfnl0EwNfbDG0VND8tPGaFw1OtI0ZFC13UaEJynLcxmv+3zIzjOMA1VNpJ34pZVDZtQ2l/KwSmKBmaIcdFl2vmCXNp45NxwRpxwRxjNh6rkbR4xj+gkDqptLgRrzMtPD7cv05Wm9xMVlm1QradKZ6e8/J0h5NYuRz9mbXP83q6TVKahLVNz44ppMak8Hi2e8Db83XapmLnzlObE6PFy/ICllYR6BkfWrlNS0vZMiZUCJ7vPeBuNCCtTHSt5ihUpiJ5rbPqhdRSkNc6s8why5SvdVUJbLsizw12BlP26w69IOZs7mNZJYWlK49nO2faMCqFUGSic/vLuokwPC/WelO0PEd9lpPcI8xsZe4vFQns+skaW70ZrlkoW0Op4GxNr9XzFgZ9JyLMLKapq/TKlSAtDOWLXegITSrYOjNUGEXuMGxFnM6DpVZZ6DVCqLmwa6iuxjYLykp5Z5tWQVxbDaNbI0ks0kxpXg1TsXmBJv0JDuZt4sjhvuhRdjT2Zx2iBy1EN0fkCk0om9CCUpc4g4S6FkxOW2ilQPZz2p2E+chXcP7CROSC6dRHeiVSwsCOCdwMY70iPGpBplG1Suwgw3NyLKPC0Gru31oFt1KdtVVz5cIJJ2HAolS660no8Zmza2i6VClbqcXFy6ecRgGTUUvNNgGpSXBqkOC2lcFHWeqk+wH6dk03iDH1CmMtVhrjWkPXJY/1R7x1tI7vZpzkgQroyNVowrRLPnDhHrXU+PzsKrIUDNfnPDc8ICxtvrF7j6JWioXr++sMg4jRQs3gW52IbX+KbZT88+Nv5uZ4SF4abHVmfMZ+Eg1JKTXarVh5cwuwvIL6ng9+wWvHm+p9DGL8ICdKOkhLIs888GvS9RI90hgMQ0ZlG2Eq/XVWGExSj6pSOcJmK6WuNNLc5PXdTX7sG36Zv/W5j4OEjzxxHVPUvH13k3Kg8ezqAXGtpHAYkq1gxsGdIXo3RxOSs2lAGRvYDRTe8xIWhwG3H6zQ6ig+RC0FZzOfjp0yTjwOqjZlrVEUKtikzHVkovKODauizJXHez5xOBm1Me2SsjDIEhMsdQ522xGmVhOmNkfjNuv9OUWtvOQtreL28ZBvvXKbT/RfxdFyTCp+afYcz3l7fDm8hGsUHCw6nJy2YWHymdGTfLB3l7cWGxy+tIkZAwKyPhStGv8Nm3hLUl9IMG65WLNGL6ypLvm8MC/ZzrCUCJ2TtR7tkJcz5HMi1/njG2nUuVMWqH9Fqp5LorpiPZMP59Gw7LBBdc7nIRPnnfLvInXJd60Ffs/tD1yIf/Znf5bpdMqf/bN/FoCjoyMsy6Lb7b5rv7W1NY6Ojpb7PFqEz+8/v+/32mc+n5MkCa7r/g++nr/1t/4Wf+Nv/I3fdfuWOWGuC+7nQzp6QlxbPBEc8/p8E0urmOQuNYKsMiilxrozx9Pyxu0q4BuDO3xufo1SqhnporDZaU2Xx28b6kSIa4t34nVuxWsYWsUf6bzKvzh9kU1zgq9ltLSEtp4yrT1aWkIhDXKp4zXZxffSIev2jA933sKkIWbZU7atMQ/yPoGe4jXFIK90cqmzn/Xo2Wr+4+qKfBSWDoE9Y8ubMsk9TL3iQmfKaeJT1DpPdE6UO1hl89niCS45ZwR6yuvTzaVcaN2vOdV8osLCNkqOojbbrSkdK6Vnx0qPqCko1jZLLvYmaEJ1fIGZEaa2Cn9wFKHLt3Im0gMh8a2cKS55bjDsLlikNmWpKW9hKXDsQs1eK70hvtWsByH78zZJojy1O37C0bxFlpoYZqXsLWkIYQ08HRU2capIYXWtJGJ6A4ObVklV6qSpuTxT7497GHrNSnvB0biNRMHQ5xIe38zoeg/zUysplgzbSpPUdd0QxxRBTNMesq7PX0OU2PS7C04fdJnPXT587R1+NXyCOldd2WLko/vlsiNveSnjaYDp59RuqQLkpUBbGCoP2VC+2jI0aW2GLGYud8IBVa1YzUY7Rzcqhu0ICaSFwST06LVi9E6xlG2t90ImsUuaWKytzRhNWjy2cUIlNQ6mbT64dZ+sNvjte5eoYgN9aiirR6tGOBWWW6hFTd5IkQqBJqHlZpyO23zDpfvUA4GlVRzM21SlxlfeuQilRu6ZyEqoiD4JstAYri74ytE237Cxx/e+8Nt89vhxvnF4n9uLISdxi5+PnmMzmHF7MuTJrSOS0sSzcx4fnNKzYj63d4U0tghaKVHksLM65mQRYGg188whyk2mM8XOF0bNsLPgYMWi5WUM/JiWlWGIiri0qHsFQkBVG8igZG1txvFun8DOGNUCFibCLxm2Iv6Drd/mv5x+jFY35mp/xP1Zj3noYbsFf+eV70JzS3DU4vLGaBW3nRIlFndmQ1453kJ0cmRs4Bs5olC+BV07obuV8HjrhH/95vNEc0cVlFJVhCw3uDQc07ZS9hcd3tldx3BUoESemg0CArZXUNmKmOfZBXMc4rmD5he4fq66ZSHRDEmvv+By94zro1VaToZpVAR+qiDs1gLXKBgnHuv9Od/RfZtUmjjk+FrGBfuMz4eP8Rv3rlKkBl4ro9VJkJ2EF7p7HOVtfuvVa/iRWJKftr91j1u7q5Rzm6dfvMNrr11SY6FmnltrUHiPJCY127nc6LyYivohzIxorC/PCV7nCUqlOh8ftbCUzT5SV/edJyhZoaTwzivvI88LS4cvHrXQFA+Pu+yM/wer1e/e/sDypX/6T/8p3/3d383m5uYf9BD/H93+yl/5K8xms+XP3p7K8+1qMS0txRGlMtUoPb6j9RZ/au2LHMZtJRtq3uXL/hkfar/DB7zbFFLnW1o3Gegqo9fSSvJKfeItI6NlZGS1Tlwrf+iOkeDrGYZW8az3AF/L+CP91/nV2dOk0uS0avNqfIF55bBXDNgt+hyUPe5mKzzI+1xyRnjNqjKWCqIbGiHTymNc+sxKD1cvCKyMDX+Or2V0jIRNd0ZaGdRSUEgNDclp3lKGBFaMaxQ4RkHPSVhxFyxKi0/vP8k781VeOdvmJ25+kM9NH1MMSV1hN56Rs9Oasu7P2fAUhDlJPU4Tn5O4xSd23uBSZ8wwiNgM5vTtiK4VcyUYcdEb8107N+j6CbZZYJslo4WPbRePkLPURWYeO6y1FVFMNDPkKLZJG/MPgKQ0OY19ykpXLGWzIs1N1ttKk3ieRWyYFb1AwXK6LpmkLlXjG630zDVDL1IJVU2nqusPLXCyzCSOFUv8fG59Hn5hGNXSuaxtp2x1ZspOsZlHSynwHEVkOzcHKQtdzbyt8wQoXRHSSqXfrVODsLTpdGJl3CFBWBXtVtzENtZMQ5er66cUkSKm1bHB4sRHX0sQmYa2MBone1hMPXr9BWlpoGsS2yoJfAURTyKXtDAw9Zp+O2qCOKCYq9neJHbJSxUsECY2O6tjbh+tcP+0B8Bn3niS/ajDWn+O5lQqG9mpCVYjLLegyAyiU48itpr2Q33OcW7SaUe8c7aClIJJ6hIetVjvz6Hp+B0vV7aVlY7nZ/i9BF1IXlh/wIY9Y2gsuL8/4Iuji7zy2hX27w05W3gsCptZ6HL9YE3NdO2UV/a2+dVbTxDPXHSzUuEbiU6UW3xo8w670y4HZx1mcxVCoBs1MlMQ+ObmmPevP2DgRDzROmac+tw5GXBl51Q5UVkSzVBOccKpOA0DdfG2ajbXJ/wnV36ZQhpcHoxVstl4yFZ7TitI+D+992cJfDXr7fcivvj6VapaI0tMdoZT9vcGJLHN6mCOERS8PV5DehVlZvBHVl8nr3Vem6joRZnrys3Mq9hcm6LrNQfzNq/sbXN40kVWgiJW549hVqy0F5hmxVonZNCJqColJcxnqgOXlUZ8ECgdvJvTa8cYekXHTLnUU1LGycxnvnCJY5u4MJlnDt+1cZ3v2rhOIQ10aqaVTyENWnrKE94R/XbE5a0RUsKzq4d8YGOXn7//DJ/6wvvw7xsPZ67A7QcrrPy6xco3H+IYBebs3Cv8IWP5vNN8FI6WjxS/uvGdrlz5kLj1CGFKlKoQ18ZDT+hzkw+teNhBP4SYJbUhHkLXtURIiagkWqF+RCURpUQr1b9L048GFpc6D0lh/47tD1SI79+/z6/8yq/wAz/wA8vb1tfXyfOc6XT6rn2Pj49ZX19f7vPVLOrz3/9d+7Tb7f/RbhjAtm3a7fa7fkCRtQaGIsh09Jhta0xbZKwbM75v5yV25z1qlH5ulAV8cXGFL8RXueYcsa7PmFY+pqixG8esRW5zY7rKftzBbSQ9b842GBoL3u/f43l/l0vWKadVm5ae8J2dt3hp8RgAG9aUa9YxfX3BBXOMRs1b83Uu2GdctY65ZJ1yUPb4xcmz/Pr0SV6Pt/mX++/jbjRgUdk85p3wh9fe5D3tQ/aLHlvWBJ2atDJJKpOumeAbGWYjpYoaf+2jqM2aE3Ict3hztE6cmYwTFVJh6hW7YZ9R7C11yQBbzpSL3pi2mXIctjgMW4SpTVIY3IxWueiNuRSM2fam2FpFXhucZC1enWzxK3tPsEhtnls5ZBa55IVyktJ1ZbJ/TpIqC53DaRvfypfdowAQkp6XsONPKGuNgRtTlApOLkuN1WBBXCiGsJSqWF4cjPHMYgl965qiT553pqZZseXNmpX/w++NptXL5CohJOO5z1r3Ibta7SOVFKvWOJyrue7l3hltJ6OutYdM8abDPP/76lpgmyV1pSNrRUzLCgPNK9H9gt+5dYnn1/YRtcDspehmzSK2m7l0TZma3Bv1EXrzWpqfstCRQaXsAGNVxGWuGOy1FBSlrpJwxr6a01sFLTtXHWHsEGUWjGyGWzOyuc3iRGlGTV3N+u/dXlOLidxQ885KcBZ5agEYpIgLMWYrY3Gs5u1SiuWVRDNrxQDv57ScjOlULWA2/ZkyUDFrDkZdnCBn0IpIRsqhqy7U98K1CraDKZ8YvMrnTq7yIO/R7sU83TuCoERfaMQjj3nmUIQWddEQBCsVgSkrAbnGei9EGDVo0HMSfuHtZ1jst6kWJpZd4Ns53XZMe3WBZZQ83TsmKi2un65xM1zlaKpGMx8Y3OObrt5TMYwC3rm/jmGXKoLSK+muqmCRX5o+x0/tfxNv762TJBaLmcv+vM089Pi5sxf4wztvK7vOUkf4Jd996S3abZWR7A/UAjLOLOpacHJ3wNbOGV47pZA6t46HjGKPjzxxnc2dM7xOQmsYKQ91q6AoFGztt1KCfozfTei3IzotpZ/XtJqhq66BVakkgGvbE8UdKDSkWdPyMrY6MwZexIY/Z3fR4/rhKmWl0etErPfnbK9M0IXkI+vX+UjrDb49uM6obPFrsydpaQknVYtb6RpvR5tcbE+w9ZJn1w/xjYxXTreY3uvi7usPi2MjRQpedZg9Bn1HvQ/nxdCIeRf7+FEG8jkcjQalLykDSWVJRK2CGM6NOWhgaWVZ2fhHn39Xc5YQtagedrPnHXbpPIS2fxcr+38AcxaVKs484qz1tW5/oEL8Ez/xE6yurvLxj398edv73/9+TNPkV3/1V5e33bhxg93dXV588UUAXnzxRV5//XVOTk6W+3z605+m3W7z9NNPL/d59Bjn+5wf4/e7vZHt8FayRVg53M1WqNDYLXtYVOyYZ7xncMTLR9tYeslpFnDVOeFD/g1W9DmOKOnqEQdJm0nu4ugFfSei6yTs+FPKWrlNXQrGdHTlkhTVNqk0aWkJK3rIjnnGNeeIG+kG1ywFv1uioqsl7OZD3tvZ54J5BqhACo2aWmoklYlOraL+KgUla6LmMO+S1iavRheYVS49M+b57gOG9oIdZ8wV95SLzhktI23kWBWOUVA0NMOi0rGMiiQ3CRMby1DJKa5Z8ubRBrvzHgdRh7aR0jZSksqk46YIVLZs30s4TQJenWxxJxwwzhV5LC1NNCT7sw4SBZn91r3LvGf9EF2vWeS26opiF4RE1ueRh8pYo9+KsJ0Cyy6wLGUu8PZkHUuryCoD2ywxjArbVnroWazg7bLUce2CvUmX+yd9NL1G12vaVobj5vRbyuWqKHR2Fz3l2tWcIHWl5pVCq9lZmWDZJSudBbZR4jk5gZcqn2Y3xbdydK2m6yXEuck49dG1mvdu7uO4OXFqLb9zValSm2QDR3t+itCUZCrPDTaGM6rQRCYGRa3jb4ZLVnld6XS7EdlYybaKkYvfScinNpiKDCUznaAXo62kagUelPTW5/hWzixy6XoJ13onDFdCLK9gFiqS2XjhkSaWus51C2YLJY0SbkUc2UwjFyEkwdoCjmz0A1t167pEALfHQ0y9oohMylETBmFWeIGSGIlYBW+cIwqWXmFYzfdLL/jQ6m0oNKpMp9+KODjporcK3FaK30ma8AL1Pv2dmx8lsDI+s3+NOLb5tXuPo1kVtSuVYxWALpGpjqEp8qTrZdSFjuYr7gALE2HU3D/rsTIIkbpED4omFcwhL3Wi2KbnJPzKW08yy1yiicsbDzYp9n2+5dJd4tpi1Q5xnQI/SAl6MbpR81888bN0u5HiP5wG/Nq9xxktfFYGIaZZoZs1SWahGxW//vJTdIwEIWCjPafXWxBVygN8kajRjOOqeXC7lRBszUkKA8/O+dcHL9AJUi53xxwn7YbIqFLJTL0iLw0CN6MsdZLYXuZ/j+c+s9BlMveIIxVzOms+39nMI0xsqlwDo2a4NaPrJhzO25zFPsdxi3ujPkWsFp/jacBo7nOpNeY/vvwZVs05R6Uy7AgrhyvuiP/L7ncyLgN+7v6zvHK2xWuHm9wf93jtcJNf/c33En55CDrEjynntHPZjzQgWZW88OEbOEbBmyfrSgZWPoSEz72itfIR96qmMFbWw9mxVgi07GEBf9RmctmdPtJZVzbL7OPlbHe5v3jItm6693OW9aOhEXx1UT4nbj3Cyv5att/3jLiua37iJ36C7/u+78MwHj680+nw5/7cn+NHf/RH6ff7tNtt/uJf/Iu8+OKLfPCDHwTgox/9KE8//TTf+73fy9/+23+bo6Mj/tpf+2v80A/9ELature/8Bf+Av/oH/0j/vJf/st8//d/P5/5zGf46Z/+aX7hF37h9/tSAdgwpwS2RktPeCPZ4TDv8sriAs8Hu/haxh8ffJmOmfDpe0/wnRffQWs+EUcrOKraaNSMkgDbKGmZSiahiYK2kWBoNW/ONkiaInSSBVz2z1gx5rSMlLi2aWkpl6xTfie8zEVrRFeP8bSMT0dP85h9TCpNulpMKk00UbNuzPh4/1UA9oseT3sH/PzJe8lqg720T1Yb6EIyzV3mpYutlXxb5zrHRRdPy2jpCQfN424ma9h6yTR3SSuTNS9kljgUlbp41UKwSG36bsz+okNdC+axA17KorKX7+GmP+M09KkrnZMwYKujbPBsQx1bmXtUjDOPtpuiC0ntCM5CNYd738Yeh3GHtU7IOHYf4kuoi0qWG7ScjMDJmC48PCfD0GomsUtha2z4c2pfsHeqYv42gxmjud8YeghyTW8IZEqfvNpWUYug5qLnzwMgNKhLgTDUvqZZIoROy8wY6woVWOQWga0K7yKzaVkZ48TDMUrGkUdeGETNvHpsqyJnWyVppuZstZTL1yZ0iWOWpLpiMFMJXLNQNotmzYNFlywzKI89ZLuATCe2bFX8dInUJYsTH6efkk4dhF8iM50odHh864QTP1B5zXbOlq+yhztWyjx3mcx8DLOkSg2i3CKZO5huQThzubg1Yve4z8XeCW+GDrLU2OzOubW72piLSKRXI1yV3mSbJaf7XfxhjOGVVLGOyJVu3HMyUtOkal7z6nDOJPTYO+2BFExnPtsXJtyNB6xfPENKwZoXMvE8rgzPePOtHfRuzv2pi9vK2A17nB53CFsOg1akxhETR8mcggIhBVFuInSJ5pZMYpes0ilLHUqB1DQWqa0kTGZFtrCZCWVpeaEzZT/sEE1dDEdJjaapYn/Pc1vZiJYC/9Kcw7jN508v85+/8HP8m/g9XNs4YXfSw7Vz/uat/wV1k3s9XJ/zvtU9TtOAvXnvXTGeT60fk64YaKLm0nDMe3v76D0VHBNYOVpLLXKOx21sp2jGMoAEx2tiO88UuzorDXwzZyacZSBFkRtkmcF6L+TwrKOiDQtzaQd7LrM7mQYUiUrAMu2SLDPpD0O22nNunQ6ZR+p8WYQOulFTNA5qtRS4XoZjljwb7FNIA0uUHJUddrMBnpbz3999H9O7Pf7vsUucWlzqKgOV8XEb48xEL6ByJMZMQz/Wl6SqIgDnhTHm7/R5EHaVEuHlLs06jsoCI1Wd6XnUYRP7/i4/Z1GLZeSgqFHkLvmwQKNB4TeKjOb3ZaGkqZVfJTmqDdCEQM+k8qNuiFfLov1VLG1QBC6tUgeSQqAVEll/bXSt33ch/pVf+RV2d3f5/u///t9139//+38fTdP45Cc/SZZlfOxjH+Mf/+N/vLxf13U+9alP8YM/+IO8+OKL+L7P933f9/E3/+bfXO5z+fJlfuEXfoEf+ZEf4R/8g3/A9vY2P/7jP87HPvax3+9Lbf7AisetU6a1y7f716kQRLVNWLtUCO7kq3wwuM2n0mc5SDqcZC1esS7wlHdIKg1uxaskhUmUm4S68ic29YrEsfiP+p/ln9cvcpoHHKUt8trgbjRgzZxzUPTQkdhagSWUvOjfjJ/lE4NXeT3d5r3OLqk0MWXFvHYY6BFnlU+Nxoo+p5AGmlnjaxmWXmJrJaaouBMPCcyMLWfKvHQZ5x7jUq1MKwTHRQdTK/G0nKw2aRkplRRs2jM6Rswk9dibdDH1Cs8qsPUKRy9w7VwlSFkFrlkwLx3CwuGKP+JL4wvLji2KbXbrHs+v7zNKfU6jgIEXcRb7ysu2ajKK9Vrl36Y+71lVYQeBkXNgd3g7W1MQYnPBqipFfnqmf8Sh22aR2/SdaOlZ7eglWAl7oqukGnrRpDgpuLco9GWSkmVUrHohbxxtELgZPSdhETuYZsXdk4G6yDWP07Wavpcwjl325h0MvcY1C4pKJ0zVQiQrDJXfm5vMJUsI/XxbRA6Bn7IaLLif9x5Ctc0mgPUgZJHYmEZFWWl0rARnmJCOXHZvruFtLCh1qfyfdUka2hh+QTm3MLspxcRRuuvGGEU4KpLQNzMcSx03LQ3uzlWE3hsPNtG0mmph4KzkDDbHHI066jPwUxY4HIw71AuT12/ssLY94an+Mb/+2pOIXFNBBUGBaVUUqUExdThNTKgFT68e8fL9C0hTIkpBmevM5j6WXeBsJcxDj+P7fTBrhFljOiUbvTmfO73KldYZf3LnK/yzWx/gKzcvIhKdfbMERykSGJsEq3OSwkREOpUnOJ0FlAceQpdsXJix6oWcxC3V8QpJtTDJTfW+piOX86v4YuHQX5njmiXGoOZkHiCl4NXrF9BbBbpTstqfI4CTSQvRGL8It8J2C4pCLVZ9N+NBPuDi6pgPDW7zG/IxDudthS7EFrqhRhuvnW0yi1ySuYPXSRpWfsWb+xsMugt+/M1vwbYLThZPKine2McOMvJTD3d9QVVqKshkYbCyPaUodbpeohQBZs2dPZV0JnSJLBrHN69oDFxs9u4NMVoFeWbiehlxbKsca19ZTBWxhWZWVIXqmN12imVU3DxZIYss1tamTBce3W6EY5ZqIQM4TZiHb+UMDaVEyaXBQF9gOhX/8O3vIDr2wVZe7t+0c587syFRYmOMTBUNaEL76TPSl4YP/aQl6AmE7/TwUpj+WpM1bYIZKTnTktUsGjctG1VkHzHN0IrGcav5fQkdi0f2e2SsAyzduL4a6kY2iUznHe3585rNteqR+5Yzak0sHbkQUJtCSZsMqHWhrnNfw/b/lo74/5u3cx3xP335ed43GFFIjVQaVGjo1BTSYL/sqXxiLefv3fsoR7MWT60eq5lradIyMy74Y14bb2HqFT07pmfF1FJj05nygnefN5JtJoVHUlscxOpit+IsmBXNCrOwaVspz7X2ecbd41+OvoH/cOUlfC3jXrHCljEBFCwdSYuWljKtPA7KHuMyINBTPjdVM+ab0xXMxr96w51zlnmklYln5Hxj9z5a882alapLux6useosMESFrZV8Z/stvhRf5jdPH2PeaDbLWuOp/jGnacDxokXXTXCNgsDIOEt9ek7M60cb7PSmnEY+aW4u57IrrQVVrZGWBlFqKZjbqPDMAl1T8+DAUjKk40WLi50x605IVFm8M10hyU1cq2CeOHTcdLmvJiQPZh26bsrRpMVKd8EsVlColPCJK2/ys+88tyyKdS1Y6SyYpzZJbBP4KR/efoebi1WmqcvpPCBwM9JC+VILrUbXJZZZstOdsshtJrG7zCVOmoSjWipfZoC1bqikTaWCXmUtlhC7pte8d2ufG6NVJbOqFJu67ytPbENTebpZairjEkNJvvKp6nyRApFpUInGe1nQuzJmvNdVsYpSsLE+4WTcxrQURN92MrZbU46iNnFhEsYOWWwiMx3NLalLlc1cpQbPXn3AG3e32FifMFl4PLYy4vZo0Lx3Gt928Raf27tCfOIjvBKvlZGmJvWpo+Bfq8Zs5RSpwdbGhJNJS2lwC41ON1aRiwct8NUCwXBKysSAQmO4PWV00IFaYLRzvuvx6xii4rXxFrtHfWxXsbfjsXKwunTlhKNpG9Ms0YUkzU3S0MZtp6y2FTcgzizS1FxGXrpeRngc4A1jitzAMNX763kZRWHw7MYBX757gfWVGafTAF2XbPenxIWJqdXcv7/C+vaYSeiRLWwMp1RRg16F7pRUmQ6FppKeDOVJztREBhVaE8+oCUkxtxB2jSwFuqe67Xno0e8uGM98Wn5K1kjozv2Zx3MPXZe4trKKHE8DDLMkT0zFNkaNhKoDD3M7Wr6+MjagFrj9hDwzqQuVUpWHFpqjUqs0U3lCn3+Xt4dTAEYLH8/Omcx8HDdfQtxWE4LSdjLGsctGK2QUe8v7/vxjn6OrR1iiIq1N/vaNjzIPPXw/5d+7/Bq2KPn08ZOczAPym+0ljFyuFDj3LaqnFrQ/7VMESn8rjXfPZ4VUhCtnJEnWmjSmQt0vaqUhrvWHJKul7eRXmXq8C46GJZv60UJ8TtCS+iMFXyqbzfPu+DzIQd0uH0LN5/D2Vw12z525lvcbUOYpb//f/ifUEf//ymaJimnt0BYZjihJm4iOs0o5Pg2aeK4Nb8737/wWP/ngm+nZMZqQBGbGO/NVAivD0QvViUmNrhlT1Dq/s7jC0FygmZJZVXM1yLkRrvF8a5eWlvBmss2rky3ySudmvEohdd4THPLr4VN8vPMKaW1yUrXQkTiaigszRcW4CtCoiWuLsFIhEmepv4TNR7FP10oYpz5OI2nSRN2wwl12ox6OXrK/6NCzEk7ygIEdcS8f8iH/HW7HK9R0OYs8dE2yu+jhmzlJY2RfO8pP2jUKDFFjmyVnsc9We05UWBQNyatqoDnbLLHNkgudKe+crihXIFPpVcexy7XBKUluchS1uXm2wlMrx2wFM3qWIme8PVlHE5JKalwKxtycKZZt34mZ2C5xZpHn+jLNqWxkQyutBadhgGuXjOY+qx1liJHmJoGRcXs04GJ/gtlTQRV3z/q0ggTPKshKg4EXKaP7wiRJTepaIweGvZDRpKXOqQbeO50HXByMudN01bpRN3pj9ZmcpT62WdJyMlxTpT9ZWsndqYqX0/WaWgqqzCDPDC6sjbk3WVOFtwLRzdEOHCpXIlsl4cKlvRkyPwkIViIWqU2vE1GUuuqsa4378x5lpTM6bSli2tQAHRVGXwpqXfLYxWPe3N1gbW3K2dxn2I7Ym3apKiUZK+YW9wd9VloRp6iYxejUa06eGi3VkI5CLUynRBOSnZUJx/MWUewyPWqBVauLaaGpWXHDnNb8gq3WjLBrL5nqXzy+wE57wvGshawUu/zZ7SO+Mr4EUrB71Oe9Fx/w1tE6eWrS6cRonZosM5ddbbqwEJpUumWtJlyopCDPLkg1yeI4QDgVUaVg1kVh024nnE5aFAuLzsaMrDTY8Oe8fPsi/iDmbKquBxSCStORuvpcFVvdxl6NSUMbmet4nYQ401XBLjR0s1ILMq+kznSCQUxVaQpdGswwtZrhxgmWVpGUKopzljgsUpu60ilCg9LX1eKlFlSliRYUzEdNDrUAfS1DCOgNQwy95jTsItyKIjeUfWajvxeGgqJtX81iy0InaBYAJ/OAjp+w3Z0qMl6z8CxKHdss6LopUW5RNKlwHxze5d8ePElR6fxvrv4W77Ef8Hq6wxfnl7m36PP+tQccd1qsOSG2KPnv77yPcOZi7trotaDo1Gw8eaK6XaC+7VP6gsp52I3WegNiSFg8l2LfdihaqmJqeVMYm2KrFWpWjMa7dMCikTUti+t5xwpL6FhIJYOChxD0klldNeNjRe1AL6Tq5H3RxCSqY5fuI4Stc29rmgIMTbcuHxZyId4Fd/9e29d9IXZFhkVFjraMGDwqu7S0hIFYoImak7LDt/XeYcuY8MmNl/ni/DKOXnDBnWA2MRwakhqx/N3WSmXEUZsUUmfNnBPoKYGRYYqKC+YYRyswRcVx1uYwafPt3Rt09ZivxBf5YnKFdWPGljEhqm3GVUBU2/zO4gp/qPU2vx4+RSF1DtMOd6d9NlohaelR1RpRZpFWBmGmTprAzBgVLUZZwO35UDGGrYSd1pTdRY9FYeHoJV8OL/Gss8d391/jX2QvKqefpviGmY1n55SVhmsUeEZOXhnktc7Aj0kKFWRQNdIjWy/RDElgZUSFxfGsRV7ry265KHQKdAyj5sZolZXWQhV+IZmkHo+3T0kqk/24w9XOiAdRFw1J34roOx5ZpYhwmqgZp6oTr0p10RsXPs+tHXBrOqQsNdLURROSvhNzpLW4PDzjc6dXKUude2d9ekGMrZesthckhcmqFzLLXaapS5jYbHbnzCMHXa+oa7FkXyvms4aoBFUFh/M2nSAlL3XKSqMszKWz2N6oy3ovVMxjKcgrnVunw2XmcvYIXC0byRNCok0NZL9QQffDQpGjCoHwJd+0sctbzhqOoeagAJUUmMDxcQehS2xXzZuFUSNtidbNFTS5sKlTg1v311jfmNC2MrS25Hjcpio0ZC3QrRqsmrunAz557RX+u8NveKgHEQp6rhu3rH43wjJKDs462HZBEjrN6l9ApiMNid1RJhaD7oKjtAvA/WmPbG6juxWWXXCxM+adsxXSMxd0SRUa3PaGCFs5slWFxv1Zj2+5cJfPvPmkmjkOx9w6WME0lCRJ6BKZGIiOpOspj/GL7QlvnqwTOBmR69DrLzD1mjBRtqxRbFOOHLSeWnB+28Ytvji6iGbW6FrNM1sHvLq7TXddWVzmjo6sNS6vjLlTD0knjoLb5yaJbrNzYURSmJyNWnRbCZqQGFqNqVdcaZ1xmLSpao1J6hKYOceLgDi1l4YnWWQ9hC01STW2wasUmhEbKghEQ4V6SIUEZYnZ6NR1hFNxceOM41lLyeTMEtuocO2cyVGb0lQGN46rOu1uww+Zxw5h4qBpNStBxEkYqAV+rRHlFl1HweE7rSlPOQdsXJxyWHT54vwyVXMNfU9wwId7b/OZyVPcORvwVrLBS+4lkvstWvc0Sk8VPz0R7N8fEDQdqhkqbfCj8LRAFbXKAq+VUUuHc3qKodR3VOZX5Qzz7mIqhTqmnklKVyy72eW+5/Nk7eHvj86YtUJSWeLh7yXq90fmv4UvHjpuncum9AaWPu+Cm8WFntNooOXSo/rftX3dF+JHt1Sa7BUDNo0JlqiWVpPHRZcrDXFqxVCe0/eTAbqoGVoLDtMOW+6Ujp5wxT6hq8fczle5Ea9zLx9wnLT4o+uv8Zy9x3P2Hjk6tdS4ZI5IHZPDtMOfWv8iF8wxkbR4yjlgXrvkUqeQBo5WcEkbkUqTV6Md1o1QnRxSQUoXOxMmmcfAjckqA11TBDLfKsgrnVnuEpYOvqFs7Ybugrw2mCQeaWkQWCrbeFY4/Ldn30xSmXx4eJ1/Wz/N8SJQpKRmJqprNZ6RM88dKqmRlCa6qMlKg6LSiQtVuJ0mCtEQynWq7aVYWoVhVI2TlLrIFIXS/55KwUpLSSiEUMS2o6hNlJtseHO2/SlJZfLKeJuOnTBwY6aFy7Y3JS4tLvQnZJXB0bTFcdJib9ptIg01bEcVzlJq2HbJIrdZZNYyvGHNU4Eco4WPZajAikWmOvu61lSgOQ/Tl+apw2ovZDT30fWqYVprJKmJ7qm84/MOqpYqOrGuBaPQX4Zb6Hq9dNwSQi47a6Gpz3Ucu+hBSSVgZWXO6UmbVi9WRDcpeO/aPruLHk/3jjG1irfqdR40ut4wMhQpSZdofobhKn9u2cqIJi6ZZir4tBAqQnHURg5Czt5YoWxXrF0YK1vNVLUjRWrwL6+/gOmUbPZn3L++jvRqpFUiNGXyMJl7qvNaGMSWcv8SXgVGiUx1RFCRpyaaUbMVzHjyqRO+fLRNGDm43ZR+o/G+Gox4EHZxdibKwe2oyyJ08FspSWwjM53xYQd3/T7CUAz400gR8/p+zP+rvT8Pki276vvRz977zDnWXHWHulPf7tuzutVSqzWAsRqE0M/Y2M/GWOYJ4yHAIizZBINNYH4RDizCfs8vMIHlEXCYQRYYMJKRhBCakXpST7eH2337zkONWTmePOPe7499MqsuAiQeeu7B9Y24UbcyT2buk5V51l5rfdf3O+hG1FpjUt+lKBQtLwECnl5bIYk90tTh7afO8IVLx0lHHtLVvOngRT7buwl/OcZ1rY52vwjxnYID8122hxEXezP8k3t/n//4wlsZxx6z7RG9QUhnbL2mC8fh7uNX6CQRTT9hmPks1QeMM6vnPhkF3BzUubrd4raVdV7qWiJebxhai0DA+BVb3yttBizAr6ekRVBxJkBkEjmTYTTUGwlZ7hBU9qalsRaeft1qRGepi1OdU1YofLegvVQp4eUONT8jLyVZqXCUJk6knTEPUpLC3q8qr+7B2GexNuSZyyt8zx2PAtYq9ctbx/iegw/TVjHbRZ3XBZdIjMOxaIE/LI9RZpLRoEZtXaIyg0ohnRG4fYHXdafM4+kYUG6DYlkJaQhdBa8nW1NGsqhKz0Xd/tQOOAU3zB9PSF+T8rENjNzQw92LiboWkxK2oZovFtPnEAac2Ni+8J4RJO1SMbnNDYYRYAPutBwuBdrdDc5/VFbzT8L/EYE4MS6RSLmQLRDInGVnQKxd5mTK5aLJmXiZEsFht2PZjCqh5qT0ipBCW4Wn+eaAe8MLzMmYjw7u5nw8z3piZw1PNjd5c/QiJQIPjUvJCI/EuJxPF/nr84+woAbkRiGFZk6O6OqIl7JFMqNQ2N1XV0cc9Ls8ny3RUPYCc3fzCq4o+fXL97AS9SkcSc1x8FRhe3O5j+8UtJ2YzaxB3UvpZSFKaMa5S5o7HKz3cGWJIzTDwiMuPL7SX6XpJeSRsl9C40+DRlY6BKqoVLsKDvg94hmPTlYjdHLWRo2p+EdhJLlWhG5OUjocaPYpjMSVJStRnxe7C5RGsFLrE6gCR5Z0s4jtpGa1jlOP63GTtj8mKxUnmlt86dpR3nbwJT518WaOzO5wuNYlVBm+LPjdgd08zNViilAySHxaYTLN4o/M7HBxZ4aisNm44+Sc2VxkpjamGSbTCkCcWNEDz7PElOX2gLVuA11KesMAzyt3mdDSEAapLduOfTLXih8kVS/ZUJHGMod6LUFrq0FdlnbGl4lObXVlmKh13XX4Ck8+doLNtRbLByxXoCgV2kA/CymM5NxgjrVew/ZQC4GICoRfYoTCrWfEXUtQGhufcuAiwoJ8WCkhSFB9h1IZ8lJSNErwNL1RaHW2nZIsdpmZHdLZaNKYG3F9p4kzkhSNgkY7pt+pofvWR9gNCvJE4fQc/Jv6xAMfM3bA1bRaMb1uZHW+/REL3pAvjo/j+3aTttGt026MuRjPMkx8Rr0Axy8htSNPx1avcyZbpFRV1SppIB077tWMEqRjR5Su+m2kMJw6sM7T5w7SbYYsRgOWogGXB23Wt1t25K42ZqfyZd5OLXvfcwvyQvG3bn6UZwcrNNyEqztLFLmyMqhG0goTRrHP4ab9e2SFYmWmz3WaOLJktWFv34prpKWiFY3pVmzhZi1htB0hXM3aqGGD3dj+LVy/IB34FMqgc4kZOVbUZNamfe3lAYNhiNGgZlMWZ/s0vJT1QYNWbUxWqGrjuBtd+kM7jpTFHm4ldZnmDofbXfppQL2VWkna3KHuZlwbV3rSTkmSO8xHMb00YL3TtOS+XHGl1wIDm1mdqJbyuf4t/LUDX6FbRtZ73V8jN4q1os3Hrt1G0vdxNl2csUDmTPu/RWRwYjHNKOPDBd62whvY9U8sDSfBeTKOZBTT0SbtVaVrdgPibsADVezGRFnu9o+nEpiT/7P7WNgNwvaXPceXoBJDEYnd3vENxKw9/WwNwpjp/yfPL0ozfY29P78WXvOBuClTMhNxNVvmqLfJhcyyD0fGw9Ul22UdX+YsOAM2iwa5cTjubXBveIH/1+VvZ84f8e0Lp7k3tNq3vih5sP4M/6O4D43gu+Ye44vDm9ksG7RlDEKTGGuH+FK2yN3RJRbUgHLPQFmGmjKnL+QLnPDW6ZYREk1dJQQi59bgqnVjMg7PxgesmIKTseT3eWT7CHU3ZTnos5XW6ecB19MWvSzAUyXdxPZ3QzfnTUsXmHFirqUtNIJh7rMQDBkVPp4suLW1xrVxqxprgrevvsBfaD6PRLNWtKfGF8f8TQZFwJw/Ym3UYJR71Fw7+1hoSc3NuKWxzm3RNQKZMygDXFGymdTJS8Uo91mPG5xobdH2YvppAAqUtC5R20ZydafFWWceR2oe3jjCifltJIbtNGI9XuKeuasVs9mSSrJS0QhS1rsNG1BDjxOtLS6YWSvqoazkpTGCvtJTgYmuqeH4he03F/bilmtpDQwqglZZSo7PbXNmbRGlNGnqVExtO5MshHVhyjPHCnpUbMrSiKmFotHVrnqP1GWtnlDzM4aJz0bcQK3E3H3gOjtphCM1xxtbXBzOsjWucW29DX3X9is9Da4dD3LckqyU1v+2EPhLsXUpMmAyhcgkaHDmE3LXJaxMGEStQGx5JJlk+cg2a5dnUbWCIy2roLTa7nKhM0t2JCbyC2t/JwwmKgmjzBp9ZJKiXtJwCspIUp+zghin2hs8Lg6y2upybjDPJ6/eiskkeWKzubzvs5U5LNaGHJ/bphNFdIYRomXP59krKzhuwdJKl1JbK1GjwQvKqZf01rhOGGa7kyMCBqnH6+d2OB5u8u833katlvDM5jLdjg2+wUzCi1vzRFHKYmPIUjjgFz7/zQRLI3y34NTiuq2KxXUe6R9hs18HI5jzY7yZcuo41ohSZrwxD19fpR6k5KVkNPbtZ2foIRJFEWQIz0p+9kYhUZDa2WYtma+PuFIoylTh+CVFoHdlPY3Vqta5JVgJYdgZRtRnMvqDkGZjTJx407J2kTmUuaLeSIhjf+qa1BnUaNctQbDpW/e0JHMZpy5D3yNwC/Jc0QwSHKG50m1xqN3j7puucjzcAmDF3eHJ0Srf2nqG3+3exV21yyg0f7hzgv9r/km6ZcRj8TE+duU2Ni/N4O4oVCZwxruazNGbt1ioDXnuzCHCyw6yhJlDPfILc9MAuzfg3sBmnmTIaRVsq59iwmKeZr+WRS33KGYhmMrDTkeMJln4ZGxpD9Na7tWf3jMjnNf3ZMN7y9lmN+BP5DIno1KisOSsvefhjA3J1xlhX/OBuK994rJJQ9odY0ONyY3kaj7DZeYYaZ85d0RbjexIBJa561HynpU/5KOduznubeChKYUhR9KSKd/eeoq1os1Bp4tblbkBMmwArsmMU/41BjrkcjHLdlHnhLeBFHq6u8xRNOWYp5PDHHY7dMuIo94mDZlwIZtnpH1OemucNgeJnJxx6fLW+gtciOe4v3WeI94mH958I7c211jxepwdL3ItbiGF7Wf/hcUXibWHRlBoRVK4nKhvctDvspXXGZbWd3nOHeHJkpqT8ebGi5RGciGf53IySzePGJUe3SKys8t5QF5aNaN+GqCkFR3xZMGcOyKQOQrN9bzNWtrkaK3D6Z0VXFUSOAVbSZ2j9Q5NP8ERJSuNPmnhoBHM1mMO1Hs8u7FMoSVrpkErSDi/Nk+zEfPZKydsJqwlh+pdOmnE5W6bZs1mup1BjUHi46qSJKkIUtWY0zj2iUcBpprtldJMg7WUhkHiM9cYsbbdqsrqhrRwbIm5kOhS4fl2A1Dk1q8rq1jQospyhGMY9kN7oSjV9EJgZIkXWBOILHMYxz6uV7AzCnHdElmNaUVezhevHGfUDVHViJKQIOqFVb7yLZs2S70q07ZXGSk1euyAtC5B+cADV6McjWqmjDshYxHa/mNg9aE3tpt4rRSjBX9j6VF+1dyPJwvivi2R5mMXMolq5OhSMO4HOEFBdHhAmrjEicdcc4QATrY3+exLJ9HbHr1yhvqxHmbkWClMV6OkwW2m5D1/6uT0gzd/jv968U3kpeKvrT7BM8MVVgI7HvPhR9/A0qHnuHP1Gs9cXZn2RVcbHW5p53z52lFGuWcDUJDyyNYRfvPqvaDhpmPr3N6+zhfVcZbqAy532xxs9bjSa3G03uHzF49b60AtWGn2WQ4H1fceulnEUmvAKPM4N5hjlHks1oZsd+s4bslXNg7Sv96gH0QE9Yx04CO9EiQ482O6m3XCdsK4E9JYHNLr1zh1cI1Zf8RLvXlmWyPAZq06zBj1A+bmxoyqIGtKgQpLAj9nnLiMco/VpQ7bI1tpmPSKlWN7vxPVq7xQaCNo12OKUrE5qlP306mKXbs+RgBHWh2+0lmlM4roXbITHq8//jQrXo+7w4sMdIDCcGftCp8b3MJbmy/QKeo01Jh3zD3DetHi49t38sT1g2TnG4Q9gcog3DDES7v2gb3Tc6SnFN5MApfrGAGjp2apdw3pjNglPO0dRZpgj4nDJMBO+raTrHWiDb1XBWuKSVDfW8LWu88tTNVvrrJXI8QNG4G8Lm4Yf9qb8U5EPaZlbL37mlPziD3iH0UgELuW1X8qXvOBeFs3OKSGdmZXlMypIYlxaKsYT9iM+MXxEufSJe4OL9Ip6yTGpa8Dlp0u75x9iofjEzxYf4aGzEiMwhWaORlTczMS46CEpiYytssaz6YHOeVf51I+R02m1esWHHR3mFUxLvbYTlmnJjJQcCZZ4XrW5l2tJ+iWEZtFk0VnwCID5tSIW6I1ntKHaDoJG0WDd849zUlvDQ/Nt82e5snRKiWCNzXO8qHhG5kNRmgj0QgUmtJYgtWBqMdt0TVcUVBXCWfiZVxR8vxwmU4acbK+Qaeo06v0rWfcmBk3xhUl886Amkz55M7taCO43m9OZ4ZPzFtlMI2gW0YsOH0khgN+j0ilnB3MU1bl6sjJ2EprzPkjntle5qb2FoPMZ73X4NTiOkeiDr1WSKYVNzW32E4jdClYqI241m+y0a8T+hlnOotoA2niklaeta5bTp2hgiDHcwrrJlN90YQwKE9XWst2i621fVxRKGbDmA1Vn85Mb44sEzrPAlRFhElzh7KwZhNlKdBSoJwSU/0sM3cq3GFf1OB4JZ5bkAw9ysQnbNme6SDxOTG7RaGVzdT17txhmTg4QYHxNLrSzM5Tx9oVeqUl8wiQiWA8CHAblfOYEXYkKlGkowjRzmzAVsYqgI2d6QhONvRwwoKPbt/N6fMHWVrqWhKXr9F9hZzN8Px86ko1sb4bB7bl0R8HDNfqbM7WWZ7rcXU8i9xx7fiXADljH7/dqdNuj+j0fN586AK31uxcuTaCzbUWj7VWeeLyIbQR/I1bv4LwLCHvhc2FKRFprjnima1lvu/4Q3AAzg3m+QuHz9IvfJ5YPwiJxJ8fkxYOnSwidC1rvR6kPHfmEMHcmF4ekK1FCAGOowlUzkZSn7ZMhrnPfDgkKdr0k4CdXo04s5KYcSciG9VsZSJVZK6DE9qNmR5JnKYmN9YdDGVYbXdpLiTMejF/eP0oo7HPfGt3DG888jCFpCglrmM3Y7OLfbrdGqVro9POKKRdG1uGu5a4bmHbR06B59j/l1rQCNKpIcMg9al52dQtbL3XYK5m+/MNN+WOI9cotKQbNDi8ukVdpbTUiGv5DGtFi53CVhJOBBsEIuewt01pJB/t3s2T6wcZDgPcl0JqXXBGlhyVzAnmT+ds3mX7wc5QkD3VRhZi2v/1u5DOiimxyigQb+qiH2lPs9q9GSdMiFRMS9dyMobEbuY8YU9rb08PGKZMarCvNxlF0tWYklH2emUVu8wu83kSePc8dgKhbSnaONw4o2x2S+DTnrLEOjl9ndqVr/lA3JIxfR3hiZJY+5VNoX0XXVFUloVDltwuiXaZVZZQNAmsB50dntKrvJBZR6hT/nU2dURTpIyMh8Iw44zYLBt8JT7KfdE5chS3+1cAaBOzUTYIZIqLJkfiVgpamVEsqAHf0niW/7b5Fl5Ml2moMd2yRluNqImMx5Kj3O5f5Xb/KpFMibXPyNga0BfHN9FWMcfDTU56a+RUPrtS03DGlEZSVylKaLQnpgYVE+RGsZXX2UpqdJOQYeEzUAFvrZ0hEJYVnqFoywQXjUYQzOWURvKvx99my7OOHcmYCzIujudYky2eMocotGLJ7xPInDj3cFWJEjDIAmuLJzT3LV7m5miN389vRWvBmc1F1uMGrtQsRgNe7C0ghOG21ev002BqBpFlDlIYblre5JbZTa6NWmwOalODBiFgpdXn8nYbqWz2Iyvf4cn878RAwhgoS4mUmo1RnVolVxn4Bb1+hJAGXdhxjnHqUZbWclFXsxCmKk2qqLAM6VIgwxJdBWBt7IjOIHXwotzOAEcJ3TicltGefGHVEqsEuDOJ9UHWAgOUPdeOEM3mOGFBVkiEBBWW6FxS1gWkktpMRu9SCxOVUFTBOKxMPGbGxFsRnlMSV9rbRaIQriaMUp7aWOHbb3+Gfm4ZtX9x9QXODeeZ9Uc831lilLkst/t2BGxrDqWsfeRsa0Q2myCl4WR7k7XtFmUm0anNzsuxAj9HZ4phHLC82uHScIbTnWXWN1uYynD+Un+GufaQje0mH37uXk6trnF77SpbyzUOhD0+f+04dTcjcnN+9dJ97Awiitwhzl1eP3+ZwWYdQvt33xrUcFVJOxgz41k280azyYGZHhtxg9rhAa0wsWIVqsBXBaPCo5eFFNUEQs3LuNpp7ZY5BaAMulYivNISrIKcZOgjlMabSfDdAjU/oigU9bbdNI4jl2ujFkWVmXZHIY0wpdOr4foFKspwK4nZ7igk8DR+mBP5Ga6yWW5W2Et0kSscp6QRJQzHtt3iuwU1L6MziuzMu9C8aekCb6ifp61GdMsaH9m6m0JLMu1wd+Myp+av84Xhzdz7BmuKMyx9XkhW+MLGCU62NjkU7BDInDlnSE2mfGF4C491V63u9EaI15W4Q2heLOmeUPg7NsutnV5DjRfZudkjbwhbDamyR1FAEYppgDXKBtRb5ze4fKWF0IbecQkS5MgSuSZZqcwseaqo7T7fDZKUsBs8q+Cs3d1APZkPngiL7O0Jy0mfV97Yn97rZyxKc0Pmq1XFnt5DBJsGW2EDsJz0h7/O0SX4PyAQKwxSlDTkmIEOacuY3Cg8UXI1nyExHol2WXU6U0EMhbFlGqFJjMs31Z/nc8NTzLvW8acmMkoECkNDJsSlz9V8hruji2gkQVWP2C7r08zbFSWxcXCFJjeSSKZ0yjpzjNgsmrytdYavjI7yhvp5bvbWyIzClSUKTWZUVfI1do0Gnk9XcEVJW40YaZ8cxe907gHAEZp5f0hDJcTaY0aNOBEMeH68ghSGQOZsFpZodmawRKDsF/poYDPb59MDvCG8sDueJTI0AikMR51tS0qrSs2+Ktgc1ZjxYy6P2tTdlGHuEzkZqXbwZcFsELM1rtEIUzKtGBcuTdeWpo96WxyMulz2LAmn4aWURvLc5tLU/SgL1ZQcJoSxmWehuLQzw7Dm0x0HpIk3lbgUwnB5u12VpQ1CgueVVsFLC2sdaMTUnnAiDKKkxnVscE4zx85jBjkyMGSZqo63V4kyqwJx5edr56AFXiMj8HMcVdIbRFXQclla6rHa3OHasMXOKCRNPFrNEU9ePGSzZwEiKlDKkAwdO8YkgbC0ugXCkHUC5FhStgsbbF2NCAu8MKc/CK0toaNBCbwos3rVUlK4JW4zYzgKaMyNGHYj6nPWyP7czhzfdPAlPnf1hBXPiD020gYLwZAn1g/Su9xi5sgOlzdnmG2NMAYOtbt0k5Bx5qJLiRAlnzl9i1X+yiWm0HYcybXM8bCV8G3HnufCcI4nzx62DkuORjdyRsOAQVxH1XdreI7UfGTtLn7g8Gf5g96tSAEXtmanRvW62kytd5psNOzneH5hwE6vhlQlLW9spwz8EZl2WF3skBYO1zdbNJtj1jtN6rWES8zQT2xQm7QLLqWzth8ee0ivtApVhcSvpxye69KJQ5LMpV0bQz1mmPiME1shyKqZ3rnGiKuX50hmXLLqc6QqBvhg7OO45VTUo9SCmmcV4Y607OdjnLnMRGMKLRnntj3SqI/xnBJPlRSexK94Ep1RRORnKGH43oNf5mSlZ58Yl2XV5+jKJgC5cSgRzMmYWWfELcG1qbTughrxzuaTXMgX+MjW3Xzr7LOURvKl0Uk+vX4zFy8s4HYc3Jyp/eLOSWWdjBxwxtB94wHan7/AXHmArOnSP+ygPTt7W9vWjJblNHtEQ3pHzFNXDrJ6OWX79mDai50ES5GzS7ia5A5Vq0flu85IN5SOJ4fJSenZPnb6+L1M5mkJW0xL2DLflaacZO1OXDk2edXry93N/NQ8Ruw+p3YFWpjd/vfXidd8IP7K+AhLXsERb5OGHJMYl6v5DIHM6ZU1DnvbPDFcBah0nxNi7dLVljy17PTQRvJg4xk+0n0dgyCgJjIimZMYlxeSZebdAUe9TQJh54YVxmbLwho4uFV2meAw0M50bOr0+BBdL6IhE14fXCYxHiPtkxlFYlwGOrBzx+OjfEv9WRSGWPus5W1qMmXRsYHzdcFF1ooWh4MdznSXrFFCVcOZZP/XcxvoUu1a6UuZ2LJzvWRY+lzqrXJ6dIC3t5/lufFB5pwhB5wdFtUQV2gCUTKqNhKPjY8ROjm6+jSHXk5ceAwzH0/ZMtuMN6btxjhS41Ql6e3Eehw3/YR531YefmPzPlaCHo0gxQArUZ9cK3pJQFHab+cbFi7xxevH7fdQC0R1e54rhqnHOLbjR0La0QJZiRu4bklaKTCVlVfwhAIppZ4G4HZ9TJo7bO40qouk7S37UT49v8kYFlSEkFJMyR/Ctdq8blBwbMGW8uLcJQ1ylpoDdkLLbt1JI9a2W1aPuhB0X5pF+1bPWSiN41mBBoyAan6XUoBrUOs+RbvAuJZqKiObEZtckvUiEBCujBh37UUtzyybGWzpHWC2FtveejOiNJLnN5cYjzzGy9ZXutupo7ySh54/brWwsf3pwShgabZP5OYUpeTi9iz1MKW/1mDmQI+8VBSR1bQW2v6Njh3c4tLGLEWuuHllg89euYnuWgNZKxiPPFstKBV67CDGCm+PQtTVfpPBMOQ3w3v50vnjFH0P/BISBW04MNdjvdcgjV08WdjsWws8P2el3UcbyYwfM66Eib9p4SwvxfNc36pkTKOUxfqQfuZPWxkH5ruMMpcscRj1gqkqmVCaVjtGCMPVnRb1MEVKQy+25hr1IMV3C8aZ9VWut8fsjEKcWl45f2narTGlFqSVE9JsNK4qRJqkcKsRLBjkAcu1AWs0GKS26tUOLbFqmNvfB4nPfH3EUjig6SbcFG5wxNviXLbA7d41MiTaSLplhJY2KZBCE4iK4IjkzdGL06paW45RGGZlguutcbH/F2gsjPn3l7+Zs5cWUR0XL66EKYz9aSqyklGQtS1bunuTIpk5zsLjQ8JRjjv0GB70GByWJDNyN0OV1uc3Ox+iEkH3JkPaYhpkS78qR0/6wRLKYDf9tL1jsRtUJ2Sv6qdWVTl5MsZUlZ61I6blZFMJgkz+Pwn2RglUMgnyNlMuIrsOrewajLAZO9rOGovSTPvXAE5ibihH75emK2gjWXD6xNpnUQ3Y0D69MiLWJQfcHRLt0nZs+VgJjYfNXgORT0vBriiIZMqdtSt8aXSSb6k/S2IU3TLiZm+tGkVa4nXBRWuSLXI2iyZKaBAZCkMkU7plRE2mXCtm2CiaXBzPcV90noYcUyI44a3zdHKYM+kBFhyrN91WI1bcHbplRI6iNJKD7g7bZZ1nk4PcH53l9wd3cC1t08kiZoORlYiM7e+Hgi47uVVKajoJnaLGvGv7vTPOiF4Rsj5ustrqcjjY4YS7yc3uBr+w/VYebD3Dohrgiozn83kCkbNd1vl/P/MgRWEzQ6fyOh1mPv3Et1lzc5tZb8SK1yM3ii+uH+f+hQtkWtHwEgqteK63jMT2Ys/3Z5kLY5puQssdo9BshTV6aYAxgkEe0BuE+L7V0p3MKJdVYBTSbgl8P7dla1npV5dWjrIeJQxGAU5l9CCdEl3dXwtT+nEwfU4hDLUgY2u7geMVCCHoDYNpFi2Esd+5ibqPq1FOaf2QG3bO+2ijw+mtFRYaQxyhmYnG7MQhG9tN9MjBaeT4UU4SO8hGjul56KAk1wLpGFQtR+/4GGkQfmmPFb4t3dUyarWEJHUpDGitEFqg60XlrwxOUNi+Zh7QnIlpBCk11/YNT28us9ru8sKFZUwpiNpjHlmzG1GhNH5g9YvjoY9yLLslDKz+9lbq0dupsbTUZe36DPh2ZjxNXJZm+2x262i/5IGjF+ikEd95y1N85tpNPHtxxWp71wuiWsLgWoPMcZCxwllMKLSwyl1ewbED21zamQFhePTqKjOtEdtaWDKaYzg437XymoUVJYkLj/qsJfAdnOmxPqjTERG3L6zx8KVVwiBnwR/y6NVVdC7Z6VmP4sjLKbXdnDWiBFeVzEYFoVswzh08p6QfB5Zv4OUUpeLwTJdeGhC4Bf1RQD/xibycmpdRaoHbKisfYM1CYzSd54+cjJ0kQklNZxxNS9U1L2OY2U1kWbU6BrmPknrqjLY1rFEPUiI3p+EmPHDoHIfdDkfdLQJR0JA5iVHMqeFUeyAxdvZfCk2GIi4jXFFME4UMVV3jCgJRkhjFxwZ3sZNHNL2Uf/HMuxifbREMKzOFN/QYrddwewphBHlgkOnuGJJWYFxI5gVbr6uDhublnNmHNugfXaaIIFqzspWTsSW3b0vNyZyYkq8mQX6vP7CR1QxvXpW0Jz3mKhZXBcJptjrBRAJTCHb7v3t6uUbZDfXk94kYiH2sFfgwssqSHdsfttgld+0lhokq058QwSYbgb095j8Nr/lAHGuPBaePK0pGxsMTJYe8bVadDl0dkRiXEolXla+j6oMdiJyayHipWGDZ6eFSctzb4Eo2y0PxTcw6QxoysY83kutZm6OuLQNpIXl4dJxuHvL/nP8im2XTPp9MGWmfC9k8bRXTdMZINCWyIoGV3OZf5RO9O2nVLAO5NJJVt8PH+nfxxto5lp2uNeCWYx5Jj3HEaxNrjytxm0wrZv2YUNld8HZaYz1tohHMe0OU0Nzkr9NQYwJhM/q6SvmOxad5aniY/6vxJAC+KLm/cY5fuPY2/tbKl1EYK05iHFadjp2RLSwrWDma6ztNlNLkmcNa4vL25TO4otroGJdb2ht08hq3N69zaTzLhcEs/cRnNhpzsrHFi/0FVqMdzg3n8GXBoPCZD0Zsjmo0g5TcWJs4AeSV4IWsMtu8tPPCRa5IEpsBKaXRpcQAy7N9RqmHUsZ6AztW6EAqaxKx3BhwaWcGVxVk0iqDDeLASg3mCllJHQqpQUv7s1RIz7Jc3aBgtjkicnPOXVokaKT4quBgo8elXpth7Nt1xhVpzDEszvbZ3GmgWplV2ZKGsJWQjDzryRulDIYuIiinUppuPaPYDNGVVOZEIAIt0FGJCkvyXFGfjTkys8NSMOAP9TEOV2XkyzttkpGHGTtck9qyb8OCe1au8vClVfKRh1fPKr9mO3qVj13cKLNuU7FvmeFK40pNrT1GSatl7Ac53VFo32M/pZuFvHB5ib954BFebC4yqCRPD890AThzrUF9wdpTjoc+84e6dLo19Mjh+XgZL8zJY49gdsShhn1Mzw2phSmX1mdpt6w0aXu2kigd+pieR7bokGcOppCcUYu4bsnfOvEoX+ycoMgV7dkRo7GHrJe2T+vZK7qnrATqMPPtbP7YR/s5jdC6gPlOQYwl9wwTH9/NWZ23I1+zgWVCL4RD5v0Rj28dpOml+I6VA/VkQcNJwUrPEzkZgyxgK46YC0a4qqSX2emD0MnZSULcSh96sT6carb/g8OfA6wkL1Bdz1wiClyhp0TQvGqNTcYlu2VEbhxq0j6mNDZjTozLhWKeS9k8L4wWebG7wM4gorxQRyXgV3PB2oWb5zc488hJ4mM5NFNuWtri7Po8zun69DprKuZw1rTqWemcx6GNAHcIeQPyhrBlXlUxkxW0zmmKQNA/JqYMZa0Mwojdfm3lfKT9ioDFHpWtPazoSVZb2ZDfkPFOR5PKKjBOAqkGnCpjVmKXGLZnrtioysShEusQ2kzZ1xRm2rOerIPClrGn6mFfJ17zgXhY+LY/q31G2kdVRKlI5kBMhqLQ9sPb1XasaPJBbZBQkym5UVzOrUj+vDPgfLpAol2O+xuVOpaajiN1yxrPxAcZFT6hyrmcz9FWMSPj0S1rVlxEZkQyZdnv8WK2zOuCi8R613bwbc0X+P3u7by1+QKByrmUt4hkVpWrQ2bVkL4OqKuUzw9uZsXrTcU36sqyZ8faYzkYoBHkWrGeNrgzsgSNzaLJgtMn0XYtO0WN75z5Cq7QdLVPYhxOuBv8pcUn+dDaG/nnhz8K2C9yYlyCICeObUYCVv/Zc2wgcN2SQObUlTWvAPBVwbFwk0AUXGGGm5pbFA3JvDdkXHq8++BD/N727Va+s/TQxs47z0cxDS+h7mSUpWSmNibLHcrUQQtbXk5ThyDIcR1bdzJgM1epkQJcZXWZAy+fliMbgb1QaiOY9WN6kbWVm2TYupQgLbNaKtvPU0oTjwLQEll5GDdaCYNhSD8O2M7qIAxLrQFXe3aErL/WAA215dFULEVITZxa1558x5oqiKhg3AtQYUGzETOMA2aW+1aqsLRjQGo2xV+OSXYChtsR99x8kaevHEQ17JxqLUo53O6ijaCbhGyM6uSZw3NXltGpwqtntrSY2c2LrMwnpLBCDgB56lgzg6iq4UlQFdmt1Yhphwmllqw2OkRuxrn1efKBx8LBLr3hxJRD8MK1JaRjeHhwnKv9JvnQI5wfkWvF9W4TpGW7H1/a4ppq4ijLAleNHFPanr1fT8kyhxlvzHXZZKZh9aCNFgxGAbXIqshpI9GJzZY9r6AsFG495S0r5/j8teMsuT0khoUZy+8IvJzItVrjB+o9stKK42gjwLM8Aepw88wGvizp5UEl7VpHG8GphXXiwuOmxqadv89C0sIhdHJqjiWUNbwEbQQNx24i15MGTTehk9rvQz+z2W6mHVpegiNLBlnA5W6b+fqIhXDItyy/QCQzjvkbKAzLTpcSSU1kU5JoIAo2y9A6tQnNWtFi1emQGJfcOKgqUg10wFrR4nrW5uxogRe2F+h2a5ixQhTSap1rgQ5LlDTIXE5nbAGeePo44rYxTmVQoo1grjWiq+p2ftjfLTvntV1d5kvvtIxoUVrLw+i6we9rkrYkWRC4I03zbMzwcNMGLclUBMRUGtQTSUxgqgu911gB2HU/QtxYCq7+L4s9Dk2Tx1RM6YnP8USS0og9ARcw7DK9rfexQFb3TYU8JmOK1ebhhhL414nXfCB2hPX+bMuYtozp64AL2TwnvA02yyZfGt5EieSR8TEOux3rxiRyJJrtskZpJF1dozSCraLJAXeHE8EGj/SPAXBbeHVqIDEoQxLtci6ep6YypHa4ls9wwN3hxXSZ9bzFTcEagRA0ZTLt38KE2GV315FIubV2jS/0b+aB5lk+vPYG3rl4mi/2T3JztMa94QUuZgvMuwMimdErQuY9u1OWwtDNQ+Zc+1zdIsKVlr375GiV4+EmrijtWo3LThERqYymtH2qJ5IjHPU2KY20RDNV8hu9+/ie9sMk2qEmMn7s1t/jZ8/+RcaZyy3zGySla0U7fNv/3crrPNZb5VhtmzP9JQa5T9uJ6Reh7SsbWPQHdLIaF4aznB3MM+vH+E7Bhd4sNS+jW/kmd5yIp68dwHVLmr71ZCVMLenKCGp+xmI0YJT7XOm20FW5UQibGc/4Mdd3mgRRQVo6dIcRgZezPahZF6RSsd2vTY+fEG6Up9HFpFzNDWXpRi0hyVxGY5+855MrjwOHt62xRbdBth5hfLttFkZOSWPF2H7durFHY3ZEooXVifZLMIYyVfRMjTKT1pkJ7EWnkSOkZq4xYqNS7Dq/M8fSbJ92MGYnCa1QijvmK1uH2ezViYKMMnamvTcAkygINEWhWFnosdZpshL0ieopo16IdDTuSkzoZxxq9ZjzR4wKz36m0pBeGrDdrXNpbRanUhfLBx55ochGHpQC00jx/Jw0cfnK5iFOzGxTlIrBlSbh8dyOk2Hfzzi3LPjtbr2a7dZWTSt1KTNrMrES9HiqPEDdT201wkjysctsM6bhpxTGGk3MzA65fX6NYe5zZdDmo8/fyWx7yAvjZVZrHTSCtHDwnYJbGutcHs+QlYpuGjIbjHCkHWdqe2NeyudYqj6fSWm9xgstq7FAwU4SsuY26WUhvioIHWsIIzG0vDGeLIkLj0HhW9lXURIXLrlWzPjWMMaVJWnh4KqS9WGdb1l+kdBZ4fsPfH46DmnbY7ndXOlwmulOyKCJcbicz/GJnTu4rX6N/3b2jXzXsaf4w63jKKGJc/u3u7Q2C10XmdperXaMFdMpsJ+/ytSAgWOVr/aUWJ0xhFcV4lI4DTzn5uyGQspKzaoE7RqEFhVhyR6nfauwpTKrtjU6IIg2NemMwhnC9m0OM27txtlgqhK0ArVnfGmS4d5ItJocL6aBcErGknuIXH+EYT19TEX2KqXY7RVXQXgyXyxzM13P5PG2N8xudrynjL53vlhoYF9Zy2LF77Jd1illTFPaDHfV7eCKkifjVd5Sf8EGHGy2B5Y1rYSmW9bIjaKv7W4/kil9HRKIjG+dOc0fDk4y67RYcPqk2uWwu82FfAGJ4Ux3kZqb4UpbCl9w+hx0d8iMQgvLml5wBhx0diiR0y/YwIQ2W3Z6fGx0B6m27ie/ee0e7py5RiQzzmWLALwuuMSsilkrGnbHm8/ginLKVp53B/SLkDlvyJXxDMPSJzeKw+42m4WVu3NFiS8Kns9WuJjOE6mU3DhcyObZKWocj7b4xJVbWfW3eX1wgUCUnPTW+LGTn+ByPstxb4OjboeuDng2Ocj1vM2l8SxPXj3IpcYM89GI441tYu1xJNzisd4Rairj5mCNjw3vYJjZi0VnHDEbxsSZy4F6j61hjSRxSXCh0qm+0mtN/641P2Nzp0GSuba8Nw5oRgnbPRtUJz7HO2lELUzpDUJqcxmuW5BWTNQ0cdlMnenY0zj2EcIgHT2dCTYGq1olDI26FcS3+tK2BBrOxzSjhGHiMxwENjublLPDEi+wJWdTXaSkVyKlIU3d6blIaTBeidHC9lBHdYLZhKQT2LlVYTPT7UGNspQsz/fwVIknS567sozRgl4cMo49dKKQQUm337B60LnA+LryMS6RrsZ1C+LMEqPGpcvbV1/gyc5B7py5xjPdFW5pbfDU9gEu7MwwV4u5cH7RpieFRIRWf7rVGFPzMsQijMYebpgjlSbtBeQGFg522ew0yAplKwNBSW8UEtYywpkRw7FP5GZcHbXRfRd31kqDGg26FJBLCmWrTUUp2RzU0aWi1Y5pR2PeOH+R60mTx64dthdBI3h87RBZ5lhT+6FLUnP4ys5hjBG0/DGOKAlUwcV4lrjwOBh1K2U4RVFdPM9258kKxZnBEo6wG7U498hKqx8fORkzgR2LUkIzLlxqbsaMF9PLrfnIZlKnl1iVu7qXkmuFU0nO+spjkPo0/JTb29dZ8XpcTmb5psYZ3t58ZprFtisBotzYcUewDmudss5L2SKP9o/y6PXDjHoh9Fw+492KGkl+7flvQjtmGpS8riTQUNTMtFQqc4HIQKYCd2SzxdLfzeZENeqTLGr8LYkzsoHSSJsVqlhgHIORBu0LZGrZ1No1FXnKzg9rZcd8St8gSoE7hPU3uni93dndzi3KzgBXWa9xsGubqF7t7btOiFl7MBXumATdaiRJixsPlBXxa0Lmmrw/UAXsPb1c7YobfjdS7Cpx6d1AC7uVAEtgE0jMNBgLc+Me4E/Daz4Qj3VVxpGT3WRBiSTWPkf8LZoywau2LXtnjMuqPN0prATmYlXKDaTNlj1Rciq8zvW8zWFve8qWbqsR/TygNIKGlxDKjJpMWcvbnPTXkNrFU7ZUfjZZ4mRzbVrCHVQBf0IQe8fCs/zqpfs4NbPBqPDYSBq4ws4zr3g9SgS5kWyWVgCkV9aQQnNuOM9bZl/isLvNObnACX+dg94OO0WNrbyxO6ifz7Li9XBFwe9u3cm8P6KmUjayJqfC6zS8hP+xdi+9Qcjvb99KPOPxhvBc1VcXLFQiH7ZMlvO26CzPZMs83j1M4FuZv3sXrvC6+iUe6R9jQzSRGBxZ8vDgGEnp4quSfuLbXrBW5LnDhe4s48RlsT1ks1fHDzJWImsY3x2G+F5By08YRdaXdqL16znl1AknLyVSwDh3WaoP7WhO4UxJWVmmbHk4c3DdjDR1pqVjPfbQyhDUM7LUsWSsygC+1JL+Rh23kXH8wAbDzGezVycbeki/tCxnpyprZZJcOpbprezuWadWS3oKz6okLTaGXN5qE8e+vXiVAreZkXd9nCijyBWvP3KJuPC40mtxbWvWPr4UeM2U0UYNERaQS4yr7WZA2IudDAva9TE7RuBUc6udrQbkkt87d4qVmT5bwxpfzo6ytdXg3Pkl5Eiha/ZYpEF4GqeeTcfAhDCsNjp854ErnImXeGr7AOvrbY4e3eDC2SX6owAdO/RFhGra7DzPHHJgHHsopfFUSbMxplcKPK9k1HNxg4J6c0wwV7C11eDT107iKM0bVy6SaYfSCE5EWzzdP8D1UZND7R5ixlqWnu/OUg9SdkREmiiG3YgNqVmojchKh6JKoa4NW5Ra0nQTMu0QqJwXtxdYagxwpCYMrZnKamOHs4N5xrnLkVYHgG4Wcry+zUZqXYtqbkY/DcjK3fn8mpMhA8PaoEHoWlJYXLpEbs7rZy4RNz1OBBsc9bZwRcEtwXUOOD0SY4N9S6YoYbhcNFEYFtSIxLh8rHsX//PFO8k2IlQsp9otMgPjqN1AWwhM5cs7EZXY66VrlEHFwloMVgHOHdhgXIR2ZCed19xx33meeeg44RYksza4RuuGwRGQpTUd0cqAK3Y1o9llMhu1S2Iy0pC1bbadNbCBeQRp295H1aM1ygqATDApR0+yTmu+wDTYTfWflS032yxXTMvFfzSACsFuz1ftji7Zte+ysZGT8vWN791Eynb6uD2Er6nO9GTTsOe+r4XXfCC+K7xMYiJi7RNJK8KRG8V2WZ/2PKXQKGwG3JBjm4VhdYMjmXLY3UYJPSU4tVXMQAec8m0gfjFdZitvkAQuv3j9raSldTxquClHg20CkfPha/fxw0c+AVghkU8PbmMzq9MtI5TQNGUynU0eaZ/EuKznTeZCO4bhyZJMW1tEXxa0nDGjqq98wt0gEAXS1/yPzn18x8LTvCE8z9WizeGgw+3+NTbLBtezNrlR9pycLt2yhsKW7peDPovegJ084ltbz9jZZZHzV5af4D+N3srhcIdHe0dpyITD7jaeKMmNU/WjbK/u6ewAF7N5VkLbl0tKh1BmPDU8zLM7S+SlouZlXCxnKLWk5mVsDmwGuz1SOJPya7dusyMgCjJaoS2bDxOfueaIrV6dzZFVAGJSMtY2Ux3EAYGXk+YOi80hkZvR9BJmamO2+jWropUrXM861qiq/5smHqrqM0vf2iFqLTBaMNu0JfqtQc1a7h3dRBvB5Z12VUa1dE6dS9RIUs5Uc76ATpSdM3Ysi8SS3Ox4hGpmSGndnNLCIe8GOE2rhKVLRa2WkI9cHEfjuxnPbS6RpC5Z7EIqrQ9wVplLCIMpJSiDGxSWNT5yrS9x4uApyxSPY5fE8aDSx84Sl4tnlpEzGXmurL1gWEzF9A83ewxGAfnYpcgcjJY06jZbuzpq8+T6QWaiMXUvY8srGWUeIrJSnMIvmZ8ZsLFl+8JhZPu+Ra4ocsX2OGKxPsR3C3qjECENfpAz2KgTHdphdaXDcq1PNw25KdrgajrDqPDpFwEvbC/QDi3bOS0dNuIGwzjA86yGuKrbfvubVy7wpbUjNPyMQkvizEVJg6NKhoXPuLDe1fP1EYEqmG3EzPtDOlmNmpNijOBIq0OhFQeiHv08wKlaPXlFjnREyU4aWa/kwm7o5sKY5caAlj/mptomd0WXaajxdILCfu8cApGjpGGtaNBWMQ2ZERvbUuiWNc5lC1wcz/PpSzcxvl5HpgJVVAGk+ihNbAORhmrEFZnbY4rQIDOmwWOSpWkX8qbG35ZT398ytM9XhFCG9hPg7QiKwI7xyBw692jah7vEj89NBSu8PiQPDOHFGjIXVXZoJl/P6bxtEZppYE3bdiMgC6qRRJsNq7TKzotd8Y6JpOTe4AdMXY/sxXrPSBPG9nb3bAT2BlIj7OalDJmWlKcl70lmTZXhFqYieZnpbbsldEEp7X1OAkVQPRd8Veb+tfCaD8SlkfSrjPNqPsMp/xoaSVvGnE4Ok2iXhhpPA+GE+p9oj0DmBNh+zIvpMolx+Up/lbe2zzKnhrSdmM+un2Q2GNHyErK6VcOpORlSaGbdEa4oSIxLWjrkKLaLOtfzGa4mbea9IeeyRY57GyTG5fT4EIe8DstOj4vJPN08IlC2R+SrgtWww7l4nlknZVAGaCTLakhemVEEMueu+hXuDC7bvriKWXAG03Pfzmt2hKmsc61oTYNwr4xItUOiXe6tX8TdU5c56HY41t7mlmiNVLt8Yvt2vmP+aY66djc/0j7SMSTa5UyywlvrZ3h6cJBeZmminbzG+rjBIPHxHevI5KuCJ9YPUmpJUVjnG2PsrF4jMPh+wXjsEaeeZblKTceJ0FoQV/aGg8partEac3xmm5fMPLNhTKdXI0sdhIBrnSYL7SHX+9ZdxvcKilIilcZ3C+LEzlLmuYPn51ZD2oipDnVZKKJ6ymDs8/oDlymNmNpFDlOPuBsiHI3jFxRSYXIrtiHdEqOEdSZSBuVo2s2Yzk5tWt41lZpXkbgMHc24EyIKuzFoLsbEiSWVHb6pyyj32B5FDLv2c4wWeLMJ+dhFtDKiKGWYKUxqRUAm2Xk4M2bcC6AUXN1oozMFubRBttoYOF5B7ivKkcPfeMNjfOjp+zCFhEKgWhlPXTjI1KO4ukAt1ofM+jGnN5fJMofrqWXNF4kDVfcgrKfcs3KVpzdWrLezowlcKznZG4VoLVgIR1zqtWmFCevDFt41j+LmHOGX3Dq7Tlo6nO3O46qSj1y9i/lwaDd8oxUCt2C1scOVYZvbZtZY8vo85B1lK65ZQYzWiO1OnSuttp3blSWbozoLtRG+U7AUWOU2bQRZ1bOdYFT4uLLkcjzDQjjkYNhlVPjkRiKFZly6nKhvcXXcpuakXBrM2MdlLjUvZz4cshwOaDgJ90QXmVVD2irmofgm3hy9SG4UJYKs2hS72GtEt4y4rEMuZvM8N1rh2Z0lrl2YRybSBgNts1Dj2lIvgHEmUaFafBVwtKriitnTf91TiSlDg1GGZLkkuK4oIqogZh8TrDk8O7tEfjzHv+YiNIyP5Nx/20tWD0DNgrGZcf/ulPsPXeGxchXviYisYZClnbHdq8EspgGMKSN7woA2ygZHme1uLMyk71qVeSePV5mZalDrqtc7JVdVo0pG7gZxlRm0WwVOD5QRiMzsmkxUTOrJc06CsaxUtSZBWBhbbjfSqmsZ7E9nzPQ85USXZpJJf5216dd8IE5xOOFt8JX4KLcEVuPWFYUNutpl1tG0ZYyuKHYTxa3D7vb0OWoy5aH+cTxZoI3kM51bWAl6/OWZr7Bc67MeN7jcn2EwG3Ig7LOV2Wxt2e+xnrfIjcODy89zIVugVplDrIYdHu8eRldZ9wvJCteTlrVKRHPc3+CAu8M5f5GNvGGZ0c6IfhGyldbxVcGz6iDHXeuaEhtnqvO8Xdan5KuaTHkpX8AVBYeDDpeTWXKjODde4L76eXLjcDVt823tZ1DCqng9mxxi1hmy7HQJRM53Lz5CYlw0ghkv5ve2b+dd80/RViMW1YAXs0VOuJvT+et5f8hWUuPyTpu8VPiODexJ7tBJIzrjiNHYo0hchGPHX0BMBTrAks7S3H48B8OQceqRjl0OzvQYjgLqtYRYesxEYzZi24scZr41QKj+llpLuqMQr8p008yhFqYUpaI/DKcuS6Dx/YKikDYIV/PHZaq46+g1nlo/wOnNFQpts8/NgVUJC5qplbUEWi0r+pDmjvXJrY/Z2mpUHsSarKi+qcpKXxZZxUiuSr04Bvwc1y3prDeRQcnycp8nLh3GcQvy1EG6lkAmfStGYrTADFya8z0Ged0+x4QwkypULd39fexMRToohVXuCm2/GmFLzy1nTFhL7QYjsqYTJlUcP77O+avzhPUUR2kudWbY9GvEsW+VxSTcurzOi2LeGhh4JSfmt/nyeUtoVI6mFqV4ToGnSnrAXQeu8ejZowT1lNcvXUEeNpzLljja7jOuuYwKj2HuMxOMafljhrlP3bUl21HhMePHdFI7m/vszjJrQYNA5dw8s0nNSQlVzu8lp9AIGm5CXHh4TkGmFUprfFlYbkESEBce88GQE9EW23kNbSS5kThC48qSi/Esocqn/zLt8NJwnrjw2BzXSQqHQ40uB+olb2m/hBSaU/41uqW9DiyqISPj0ilqjIxXzeNbp7eaSenqiKv5LP/2uW8BKh3qvofIBarqZxoBuGa35KnMtAQ87ZFWHtXTv7MAqiA3yfa0AJkJCk9bcRhlU2vtcQMhKl0pOTLX43I5Sxk66JWE1x+9jDaCsy8tExQCtw9FDRgrrgza3HnoKs+evWkaMIOOIGuAN7Abg2zG3uGMBOG6nSu2PWCDzMWU3Szz3fK0dm4s707L0VNClNklYIk9WXB1sxFVoPf3ELL2EK+MsIG69He9jPeSvCbv/cQSEarStrK9aJlVvfNpVaJaX5XR/xHRrz8Rr/lAHImMzChuCa6zXdY5my5Vwc7Y+dts1so4GoeWGjEobZ82R5Ebp9KjLrkeNzlStzKY3axm/XSdFE8WtLyEmpvx3zfewKI/5C/NPwnYgN+WMUpY4wUAjWRQhrRUzOJCn9woNJJ+YTPIXCvmnCEu1tXliL9FQyUcqEQ8Hmie5WI6j0ZwwNtBYThXWLGNZadHrH26OmKtsCSyq/mMtWRMFjgabJFqh620zkrQY6BDLiR2dlcJTb/KshPjMCgDTnoJ2siqZK45Fm7y/HCFuPD42PadPDj7LLmKcUXBWtnk7ugi/3njmzkRbbI5Om5LxIVDNw6nylbn1uerHiNVOVVMM1HllIzGPofmulxO21PvVeVY6clEe3THIUJq0tzhzgPXeHF7gbxQVi+6mi32/bx6PUFRKBphakvVrSFZqRiNfXw/v4EwBVaBSmtJ4KcMhwG3H7sGWLLWeOShc2WNGIw1WpBeaZnJWpA4mjtXrrERN0gKh2HiW9/hsipHk6Pc0paPAaEMjShhNrQs2n4tIE5d5usjhDA8cOACpzsr1lDCCO5cvUbTG/P550/ieCVZ4qCCAh37bA9q9oKq2a09loLhdoRbz9BGoLd8aOUwdC0jNLCuUQ8ee4HfO3sKrSVPDw4yV4+nffQ0cZFRwS2tDc5dWEQIrO1elDIfxaS5a92a0GyOayw2h1y4vEDUGvP8tSXKRFnbxqggKxRpHnFqcZ2VlT7fPvc0w9wKwDy7s8SxZoetpco3WJXTWfGlWo95b8hnrp2cloOd6iqclg53zlxjK61zorbJpfEsnizo5dZHfKk1QBuB55REzohB5tPyEjbHNa7ItjVGCGAnCdFGsB43mQtGJKUdK/Jkwbh0iQuPQlvi36jwqDkZhZE0vYSaymh4Cf+PxceYVXZW/8V0mZH2Wa6c2TIkrig54m+h0HjV5fnx+AiP7axyudtm0Auh602D2FQbeW9/coJpr5dpYBZlFciwJd/yWIK5FqBSKDwb6LRrdkUxUonRBq8rp71MAWjPUN454tTiljXLWHMoQsM9Ry/z+MXD6FwSXHGnpWTtGoINh82dJa7OzRNUc/HuALyuFcZI5syut28V4MaLYjr2NN1QsPtz77jRJPhOercTvee9rkjatQ+0Ahxi+jx/tCIwYWEXgdgzlyz2lKOZKuZNfjfK6r6L0uz2oytGt8ztyJaRAlmaXeKXBFP16L8evOYDcWYUoCkR3OytMXK9G/qwE6JUYhw6qWUjb2YNms4i/SKk6Yw56O9Qd1N2ssjOHcqChWDITh5RdzLe2j5LIDJ6Zc16G6s+sfGZVcOpyYKumNGlkSy5XetdDDwcnyAQ+XT+N9YeD49OcFd4mUBmDMoWx/11XEqOuls8nR7iL9afrfraht8d3sFhtwOS6blkRnHA3UGhp6NIj/SPkOllfFmwWTqEKud61mbZ7xHJjLW8Raeo03LsugKZ83y6wmo10nUxXyAufdquFQw5HHR4Jj7IG+rnuJItcl90jrWixVObK7zgLuAqzTiz8pKtaMzmTgNZiVGoypjBGGVlKUU1A1rajLThpggBZaEIwgytBbO1mOEgoD8KUMqw2BzyUmceA2SZg+/n5NoaOeSZY80aqjK0kprIt8pSg8SnKBRhpdIlhGG+NURg/Y0jN0cIw91LV7k0mLXzuD3ffqNLQTibMujUkK7tLRvfmgCUheRSf4Z+HHBwpkc/DqxDUmZJNf3E1gqFMizP9hmmHt2B1Wuu+RlJlf33xgGO1GwmdbqjcCoWMshtP/PAyo79vOYOC7UR282alU8cu0T11Pa1jfVUHvUCFmcGbPVrZK2csJ4SF3KaybueDTQLMwM6gxpnOov0hgEL7SGu1IwCj51ejc9fOY5wDMnY9tFHsc84TGhFY0a9ANcr2eg0aTZihDSMhz70XNRcRjlW5JmDVpqFmQGrtR1ui65xPZ/heH2bRzcPA3ChP8t8fURaOOyMwqm4xST4vmHpErlW1JwUbQSdrMZqfYdx6dLPA9bSJqURXI3bzPojHGnbIJM20ajwKbX1HZ4LY7qpHT3SRjBKPRaiES9tzTG3bMf+cq3YTOoUWpJrxdnuPPUwxVMlc8GII1GHN9bO0VajqaTtQadPV/vcFlzlofgEdweX0MjpdaA0khLJZ+Jb+I3L93L1yiyy79jMVIsbfG2n3rYTg3rHIFOJ9syu8MQkCE+CGTYLy9sase4jjc1+qRm0Z/A6kqJmg4lKxTR4ad9U2TT4d3W5ZX7DKuSdWGdt7SAqEXzliRP422o670tFgLL5hQ30TlehHYM7sIpco0OCIrKpqb8hbPasIW+YXQGOHMudCIxdK+CmTEeGxB8pS9s+t5lmv8Bu0N3LZt4j3FG6Vfm63H3s5KfK7WZhurHZ8xrADV7Fk9eaBOGpTaPZJWpNjtEK28P/OlPi13wg7ukISjjsWrOCmrA1jxF+xfjVtFWMRJOjcCm57FkLw0/3TtEvQvqF3WF7qqCXBdzatv0rKQzSGE6PDnI02OaQt8163ubFbHla2l4r2iwoWy5WaBpqTE2k09eqKztPXFcp/SIk1ZIVr8fp8SFuCa5z2NumIRNyoxjogOPeBhtlgzk1pKt9hmXActjjQj7PrGd7aBMWc6x9aiLjajnDoaDLZtbgSLRNJ6txNWlzf/McuXG4nrWZdwcsub2psEhpJBkOV4sZlp0uS26XWHvMBiMOe9ssqx7PZyt8qnsb99QvEWufOTUkdAtLtirthd5xSgbJrljJJGs1mEqS0UznckM/R0qbXdkSsR1TEsIwzl0W5/vTOeA4t0L7oW+FKqQ0qEpQY3NQrwKSvVht7jS469BVtsZ1kszq/Q5GAcuzfTZ2Gihh2OjVqYUpi9GAJ64c5GijwyD16A2qvqxr1z3YquHWciuxaGxgBShSh42tJtLRU03iWpCx04/s+WqI6ilFoRgkPr1uhHI1w60aIz/AcUuENDSjhM1OEzmzzZsOXuT57iJrvQZvOniRz184bgUrPFuq7mw2kZWOdLs9otePmJsZMhz75JUT1GavTllK/CinGSUIwTTrTgqHzbTOQjhCCYPvFLTDMQvBkPVxg7vmr3EpnGGt32BmbsBKY8BOEuKpkoaX8saZC/y33hu5dXmda8Mm3UFoFce0QIdW0/nEoW08VVBzMjxZMMgD/vvV+9iJQ+p+Rs3LON7Y5mpsm8uO0FzdmWVNae5cvE6orA/3IX8HjeCF0SJJ6ZKV1sN6qrIGfHP7BV5KFrkQz1EIu5npqwJHaAInp+UnXOm2aHopSeHw+rlLfHnzKLctrCMxLLcGdv4399lJIw7WelyPm2gjuP/QRXpZwG3NNb6p/jyBzO0ooNMnEoaBvjH1eXP0IgrDY8lRHspP8LnNm7hwfY6wllmGeyam/dipZabezd6mvV+wI2hSTMvRk36rHTUS06BW+rtZohOLaTlaZmLKoJZ51UNVu9nhobddoTsO2elHpFeaML9hZ5fjcJrFBus2Somql2q83Yzc7AlOeVtTuyoZHmYavNSJIWleJ7ouGC+BM7YiGWWwp087EcFQNqstK23nSZnZGduAaeegxUQyfjdAGm5gQguYzgObSr59l21dZc1mN0hbOcpKk3rvqFQVZI3a9VHeq+g1sUTUbnWs2R23EpobJyT+FLzmA3FDJrjC5cnxEe4ILlPCdJRJYWfzJJpFNaS7Z3xICU2o8qmNoBSaQRHQaGyz4A1ItItCMzQ+G2mD4+Em1/IZooolfLht2dIHnR2k0CyL7lS1C6webGJcDrg7VgVHaNquLWNPFHW0kTweH2XeGXBbcJVapVt9oZwn1j4H3B1uDa7RlmMOODvUREaOoiHH09eRQlutbJXRdMbMOwNO1de4OJ6jRDLrDNkq6qR6d4Z6wRnQKepIofFEMTXJeGvtTCWvaTcGjw6OsT5u8og+xoG5HQKR860rz/PR4g56gxDHKUlTx4r7lwKp5ZQUBSCkYaYRc6DeYz1u4KmSq1tthtXtvVFInLk4UtMMUpTU9KUlWg3GPkppxqmH4xbWnahUU5N3Y8QN+tBbY6uMVK9mijGCrFS0GmPawZikcGgFCY+8cIyFpR7P7yziKm1Lz8rg1TJE3ZAlrmV0l5I8s1aCAG6YYwyEgXVeSnNn6pCzPNejNILBeJfRbWKHwtMgDY5rS7Hl0GVQBda1URNq0BnU8NyCh6+v2p5yCWkvQIYFCIOu1jCMfXSi2FxrVc5NNssqC0U5dFBtzfpmi0ZzzJWtNsuzfQKn4K7WVZ7tL5NUdnvr3QbnsnmUW3Lf3CW+dOWolb2sG7bHEZs7DVqNmM1Bnc44wmhBYSRHWx36YUAvDZgJxpzfmmO+PqLpjemkVhhjY1QnLyULtRE3zW6RlQ7jwuVq3GLWjymM5Nqwxd0nLzPjx5yINrk4nqPpJmzkDQqtCFXOrBdzdrDAm2fP7bk94+HBMTLt0HATQpVzsrnJ2rhh9ajdlJY/xp0raboJSmpeGi6w3a/Ri0NG3dBqJM9b0Y4Ts9uEKmcuGPHmmZf4w50TfOfikxx1t1hQIwbaY61scdTp0dO21bVe1ikRNGTCWtHi4dEJHu2scubMQURmxTTGWz5KV5lUOQmydkxGZYIy0pZ5rIXt+RubsU77vtgy9G4gtoSp0jfT7NnbVtMSat4wds5XiykZacKidsZ2lGguGDEXjFjzmqy9eIBHnj2OU88Rl+xc9GQTIFMbvGRhg75zZx8FpGebqMyuP3MNeUPYkbcquKYbEWahxKkEbSYbhr1lXpXac5JpRbiyX43pcdoV07Kzvc2AErvylYZdtawq25WZLZ1bUpVdyyQL1sLsji9Ngu2eAG+UgNJMs/E/Gk9vcITa0zoQutooYG7cKHwNvOYDcVvGzLsFbTWaWhTmRtnMryJODXSIEnoaKH2Z0y0jNpIGM3Vbql32+nTzkM20zpLfp5PVCFWGK0ruaFxjI2sSqYxeEdF2Yz7bP8W3tp6hLWOeSFY57G2jMGRGoYRmpG1GPqeGVtDDCFrKjlh51Sd4wekzq4YkxmWtaHGnd50cSU1mjCpv4agiYx10bMkyEAXIZOq2EogC5ewwcENuDq5z1N3ihLfBoLyL61mb5/IDOLKcMp+X3B6Z2f1YTOapz6eLHGxUZVHjkBuHB5pnabTH/H8ufCsfEffwN+e/zAO1F7nl5HX+5XPfTpq6FKndjgplDe7B9nwdp6TmZwROQS8L6cUhh9pdAGtOLzUnFzcZ5R79JMBXBX9x8Qz/tXs/ceay0BihpObSxiwGmG+OGKUeQVDQCBMrhwiWsQusdRvMNa2QhFSWPJQXioOtHgCdXo3N6y0wgp1ejb9w4kUevr6KW8unutTJ2LPBLVXWlxZhzQyUphamtMKEuWBEoRXnd2bZ3qkTRrYCs3Z5lmguxnVK+v3QuisJe4EtUmdaZhxtRjiNnFHq8cT2YSvw0Q/xgpwjcztc3J5Be9ae0amXpKlLPnY5ONfjip6xhgiAu+lSLGdIVVIKh3wrxPglg25E2EjY7NXJU4dx7rIziMh2AtxWOs22877Pxy7eSpEr+1pSs7HVxPQ9anM9al5Oaew62t6YZzaXSXOH2XrM1V6L5Xafw3X7eVkKLHN/wR/SdmOGFbPlwmCO0Mk52dggUhmPdI6Qa0lS2nnhnTyi5qTMOLElAsqcq2mbsfa4pbHOxWSWOXdEKSUvDed56+xZtnJri9jNI/q5FdW4PgrYjmt2IxcHVtN7xyM60keXkqiWIGYMM9GY2SBmtdbh3vpFIpmyWTR5XXCRhkyQaJbUEI0gknllI6joap9AFDyTHuRjG3ewPY5wpebqZhudKuRY7vYKq4v2JBvd2x/Vnv2saoc9PX9AiykbVxT2/zIVJAcKwisOKrFkITW2gcQdQjpnrBmDYxnWIrOv5e8wtftrv5TRPeHxyPkjnDywwbXtFk4B0QWX0nftY3UV0KogJTSU1eXhjqXrJIXLU5cbeDu2Nz37uCKvW1OHxiVN96TE7dqSuFHgd6xj09zpkt4Jq1dfhOB1rQymynbJZTK7sQwtq4A4ZTHnxpbXq1LyJEOdqllJKH1hZ4InSljs6TdXPWebTYtd0tu0PzwheFUbIiVA7Slv690SuxECle5WJCbs769Xb/o1G4hNVeM3cYLvpOQ6p699fDUGI7k2DjjldygRbJQNBiKkJlN6OsKYmLwU1LMeUdLjYjLLoKixnSp2EsHFIiRUY1xnzKAIuVa2eak7z11z15j3huTa0Mk9/nvvDr5r9jFeHDRp17YY4BIbn1h71GVCD5+G1NRlykGuc61oo4TGFzYYd4xHS45Zkl22yojL4yr4ii6rMubj3du5N7jARtlmxUspMKQItNH0ECgyhsDZvMkB5xqzckyRCvqly0l9HonhcjFLaSTN0ro2mbygr31GpWbOGRKqEeOyRs3s8JHhKb61/gyPJEe5N7jAMmt0dMS4X/BUv82qOcTl8Ryj0mVGdLg2blLGNngJVyMwHJlf50JnllHPoQhgK/Vx/ZI8yxnJklD0KLWkHKWUOmWrH5DmmsFOwKfGq8gspqnGxH1FkruQxuhCsTK/zovJPMMUtNHo8RhdiSwY295lI1ZIOaYVJQyH1oc2U5nN1HYKxABo5URyxNNX2jh6xC3ta2zGdcapS97H9uZKQeCn1Bo5kWvnU7PEQRLzwlaDvFTEPYV0EgYdh6TuYMqYMk7Z2nGQIobCZusMXEy9QLklN61s8sLVRRydE/fAU33CMqF0UnxKSMak3QY6M8RjTdTISDoKTMZV4dEId9jeaEBakrVjSCHtK0SWocMShwIKMElO2g+AksTPSa4Bbky6KRDtFE+kjLMAHac03BFbl9ukDYEuE3RRkA4zNrabOG6JMQVpLWfULWlFIzrbHiuNLZo6IUhGbGY1OkmNtj9mwR8yGMP1xONI1OH+cB2NoDuI2NE+D4TP8EK5RKElJ1hD5obL4zkCr2BoJOOyxk7ucnPNeu5eGy1zJZtjmHtsjWqsb59iu5ovLwpJlrgcWOhy7WJVCp7JMB0Ht2/QQcpww2BMTmcsOLqwwZsb51j1t3EoOZzu8Fy2wp3+izTijPt4gf/eez13tM4DVvGq1CkbQvLo+DD/48rruH5tBjlybIlZGUAjSoOmYMLGBZv9GWmDZAkYO+BgY3Rhe6XaAZXslpHJbYlZBwaTCNKaQWcFqeMQxgJds/VYLWEcgi4NRoNIIXMgrEhZ4bmSZEZSRILuoqEoEvyHBWfbi8hMUBaJ9eHtQF4zdi+gBSLeDcCkYLRhpyvY+NAB5tKE0bIkulBSBgKZCfK2oLsI3hVIZ+Dmey5w+SNHaT+bsnm3T4bGWRdW6SoUFBr0GIpKbtMoMBPjBAOUoLV97RIbHEUJZDf2cE0mpuVnbUAnNoirxNjHT+LDXnnMP4rdmLwbnHNT9ZErUlhh7JqqdSKAqvRtYkgdOyKlk+SGePQnQZivdcSrFOfOnePEiRMv9zL2sY997GMf/4fj8uXLHDp06E+8/zWbEc/OWgnAS5cu0Wq1XubV/NnR7/c5fPgwly9fptlsvtzL+TNjf/0vL/bX//Lj1X4O++v/88MYw2Aw4MCBA3/qca/ZQCylrT20Wq1X5Ydogmazub/+lxH763958WpfP7z6z2F//X8+fD2J4J/BMXEf+9jHPvaxj318o7EfiPexj33sYx/7eBnxmg3Evu/zUz/1U/i+/7UPfgVif/0vL/bX//Li1b5+ePWfw/76//fhNcua3sc+9rGPfezj1YDXbEa8j33sYx/72MerAfuBeB/72Mc+9rGPlxH7gXgf+9jHPvaxj5cR+4F4H/vYxz72sY+XEfuBeB/72Mc+9rGPlxGvyUD88z//8xw9epQgCLj//vt5+OGHX5Z1fO5zn+Mv/aW/xIEDBxBC8Nu//ds33G+M4Z//83/OysoKYRjy4IMP8uKLL95wTKfT4d3vfjfNZpN2u83f/bt/l+FweMMxTz31FG9729sIgoDDhw/zr/7Vv/qGrP8DH/gAb3jDG2g0GiwuLvJX/spf4cyZMzcckyQJ733ve5mbm6Ner/PX/tpfY319/YZjLl26xLve9S6iKGJxcZEf+ZEfoSiKG475zGc+w7333ovv+9x000380i/90p97/R/84Ae56667pso6DzzwAB/72MdeFWv/4/AzP/MzCCF4//vf/6o4h//7//6/EULc8O/UqVOvirVPcPXqVf723/7bzM3NEYYhd955J48++uj0/lfyd/jo0aNf9f4LIXjve98LvPLf/7Is+cmf/EmOHTtGGIacOHGCf/Ev/sUNBgqv5Pf/zwTzGsOHPvQh43me+YVf+AXzzDPPmL//9/++abfbZn19/X/7Wn73d3/X/MRP/IT5zd/8TQOY3/qt37rh/p/5mZ8xrVbL/PZv/7Z58sknzXd+53eaY8eOmfF4PD3m27/9283dd99tvvzlL5vPf/7z5qabbjLf8z3fM72/1+uZpaUl8+53v9ucPn3a/Nqv/ZoJw9D8h//wH/7c63/HO95hfvEXf9GcPn3aPPHEE+Y7vuM7zOrqqhkOh9NjfuAHfsAcPnzYfOpTnzKPPvqoedOb3mTe/OY3T+8visLccccd5sEHHzSPP/64+d3f/V0zPz9v/uk//afTY86dO2eiKDL/5J/8E/Pss8+an/u5nzNKKfPxj3/8z7X+3/md3zH/63/9L/PCCy+YM2fOmH/2z/6ZcV3XnD59+hW/9j+Khx9+2Bw9etTcdddd5n3ve9/09lfyOfzUT/2Uuf32283169en/zY3N18VazfGmE6nY44cOWK+7/u+zzz00EPm3Llz5hOf+IQ5e/bs9JhX8nd4Y2Pjhvf+k5/8pAHMpz/9aWPMK//9/+mf/mkzNzdnPvrRj5rz58+bX//1Xzf1et387M/+7PSYV/L7/2fBay4Qv/GNbzTvfe97p7+XZWkOHDhgPvCBD7yMqzJfFYi11mZ5edn863/9r6e3dbtd4/u++bVf+zVjjDHPPvusAcwjjzwyPeZjH/uYEUKYq1evGmOM+Xf/7t+ZmZkZk6bp9Jgf+7EfM7fccss3/Bw2NjYMYD772c9O1+u6rvn1X//16THPPfecAcyXvvQlY4zdjEgpzdra2vSYD37wg6bZbE7X/KM/+qPm9ttvv+G1vvu7v9u84x3v+Iafw8zMjPnP//k/v6rWPhgMzMmTJ80nP/lJ883f/M3TQPxKP4ef+qmfMnffffcfe98rfe3G2O/RW9/61j/x/lfbd/h973ufOXHihNFavyre/3e9613m+7//+2+47a/+1b9q3v3udxtjXn3v/5+G11RpOssyHnvsMR588MHpbVJKHnzwQb70pS+9jCv7apw/f561tbUb1tpqtbj//vuna/3Sl75Eu93mvvvumx7z4IMPIqXkoYcemh7zTd/0TXieNz3mHe94B2fOnGFnZ+cbuuZerwfsOls99thj5Hl+wzmcOnWK1dXVG87hzjvvZGlp6Yb19ft9nnnmmekxe59jcsw38m9WliUf+tCHGI1GPPDAA6+qtb/3ve/lXe9611e9zqvhHF588UUOHDjA8ePHefe7382lS5deNWv/nd/5He677z7++l//6ywuLnLPPffwn/7Tf5re/2r6DmdZxi//8i/z/d///QghXhXv/5vf/GY+9alP8cILLwDw5JNP8oUvfIF3vvOdwKvr/f9aeE0F4q2tLcqyvOGDA7C0tMTa2trLtKo/HpP1/GlrXVtbY3Fx8Yb7Hcdhdnb2hmP+uOfY+xrfCGitef/7389b3vIW7rjjjunze55Hu93+U8/ha63vTzqm3+8zHo//XOt++umnqdfr+L7PD/zAD/Bbv/Vb3Hbbba+KtQN86EMf4itf+Qof+MAHvuq+V/o53H///fzSL/0SH//4x/ngBz/I+fPnedvb3sZgMHjFrx2sp/kHP/hBTp48ySc+8Ql+8Ad/kH/0j/4R//W//tcb1vBq+A7/9m//Nt1ul+/7vu+bPu8r/f3/8R//cf7m3/ybnDp1Ctd1ueeee3j/+9/Pu9/97hvW8Gp4/78WXrM2iPv4xuK9730vp0+f5gtf+MLLvZQ/E2655RaeeOIJer0ev/Ebv8F73vMePvvZz77cy/q6cPnyZd73vvfxyU9+kiAIXu7l/JkxyVwA7rrrLu6//36OHDnChz/8YcIwfBlX9vVBa819993Hv/yX/xKAe+65h9OnT/Pv//2/5z3vec/LvLo/G/7Lf/kvvPOd7/yavrivJHz4wx/mV37lV/jVX/1Vbr/9dp544gne//73c+DAgVfd+/+18JrKiOfn51FKfRXzb319neXl5ZdpVX88Juv509a6vLzMxsbGDfcXRUGn07nhmD/uOfa+xp8XP/RDP8RHP/pRPv3pT3Po0KEbziHLMrrd7p96Dl9rfX/SMc1m8899wfY8j5tuuonXv/71fOADH+Duu+/mZ3/2Z18Va3/sscfY2Njg3nvvxXEcHMfhs5/9LP/23/5bHMdhaWnpFX8Oe9Fut7n55ps5e/bsq+L9X1lZ4bbbbrvhtltvvXVaXn+1fIcvXrzI7//+7/P3/t7fm972anj/f+RHfmSaFd9555187/d+L//4H//jaXXo1fL+fz14TQViz/N4/etfz6c+9anpbVprPvWpT/HAAw+8jCv7ahw7dozl5eUb1trv93nooYema33ggQfodrs89thj02P+4A/+AK01999///SYz33uc+R5Pj3mk5/8JLfccgszMzN/rjUaY/ihH/ohfuu3fos/+IM/4NixYzfc//rXvx7XdW84hzNnznDp0qUbzuHpp5++4cvwyU9+kmazOb3IPfDAAzc8x+SY/3/8zbTWpGn6qlj729/+dp5++mmeeOKJ6b/77ruPd7/73dP/v9LPYS+GwyEvvfQSKysrr4r3/y1vectXjeu98MILHDlyBHh1fIcBfvEXf5HFxUXe9a53TW97Nbz/cRwj5Y0hSimF1hp49bz/Xxf+t9HC/jfhQx/6kPF93/zSL/2SefbZZ80/+Af/wLTb7RuYf/+7MBgMzOOPP24ef/xxA5h/82/+jXn88cfNxYsXjTGWet9ut83//J//0zz11FPmL//lv/zHUu/vuece89BDD5kvfOEL5uTJkzdQ77vdrllaWjLf+73fa06fPm0+9KEPmSiKviHU+x/8wR80rVbLfOYzn7lhDCKO4+kxP/ADP2BWV1fNH/zBH5hHH33UPPDAA+aBBx6Y3j8Zgfi2b/s288QTT5iPf/zjZmFh4Y8dgfiRH/kR89xzz5mf//mf/4aMQPz4j/+4+exnP2vOnz9vnnrqKfPjP/7jRghhfu/3fu8Vv/Y/CXtZ06/0c/jhH/5h85nPfMacP3/efPGLXzQPPvigmZ+fNxsbG6/4tRtjR8YcxzE//dM/bV588UXzK7/yKyaKIvPLv/zL02Ne6d/hsizN6uqq+bEf+7Gvuu+V/v6/5z3vMQcPHpyOL/3mb/6mmZ+fNz/6oz86PeaV/v5/vXjNBWJjjPm5n/s5s7q6ajzPM2984xvNl7/85ZdlHZ/+9KcN8FX/3vOe9xhjLP3+J3/yJ83S0pLxfd+8/e1vN2fOnLnhOba3t833fM/3mHq9bprNpvk7f+fvmMFgcMMxTz75pHnrW99qfN83Bw8eND/zMz/zDVn/H7d2wPziL/7i9JjxeGz+4T/8h2ZmZsZEUWS+67u+y1y/fv2G57lw4YJ55zvfacIwNPPz8+aHf/iHTZ7nX/Veve51rzOe55njx4/f8Br/v+L7v//7zZEjR4zneWZhYcG8/e1vnwbhV/ra/yT80UD8Sj6H7/7u7zYrKyvG8zxz8OBB893f/d03zOC+ktc+wUc+8hFzxx13GN/3zalTp8x//I//8Yb7X+nf4U984hMG+Ko1GfPKf//7/b553/veZ1ZXV00QBOb48ePmJ37iJ24YM3qlv/9fL/b9iPexj33sYx/7eBnxmuoR72Mf+9jHPvbxasN+IN7HPvaxj33s42XEfiDexz72sY997ONlxH4g3sc+9rGPfezjZcR+IN7HPvaxj33s42XEfiDexz72sY997ONlxH4g3sc+9rGPfezjZcR+IN7HPvaxj33s42XEfiDexz72sY997ONlxH4g3sc+9rGPfezjZcR+IN7HPvaxj33s42XE/xeV6m9ycKPbbwAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(average_ndvi.isel(time=6))" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "7322812d-ba2a-4a82-a43d-cfd5f46a164d", + "metadata": {}, + "outputs": [], + "source": [ + "train_path = \"train/ST_training data_updated_1130points.shp\"" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "e0d607f3-bcee-4158-b22e-2e6e2f9053ca", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "train = load_train_data(train_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "0ab4448b-5bdb-41d1-b90d-1b88b0cbf188", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "datasets = get_data_sen1_and_sen2(train, average_ndvi_filled, dsvh, dsvv)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "94789967-36d7-488c-a61e-2f8fd341581f", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# cấu hình nhãn dữ liệu\n", + "label_mapping = {\n", + " \"Lua tom\": \"0\",\n", + " \"Lua\": \"1\",\n", + " \"CHN\": \"2\",\n", + " \"CLN\": \"3\",\n", + " \"TS\": \"4\",\n", + " \"Song\": \"5\",\n", + " \"Dat xay dung\": \"6\",\n", + " \"Rung\": \"7\"\n", + "}\n", + "\n", + "# chia tập dữ liệu train, val, test\n", + "X_train, X_val, X_test, y_train, y_val, y_test = split_train_data(train, label_mapping, datasets)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "a2fcf472-aff0-44ea-a62a-c308b6e56638", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best Parameters: {'classifier__criterion': 'gini', 'classifier__max_depth': 15, 'classifier__n_estimators': 500}\n", + "Accuracy: 88.0 %\n" + ] + } + ], + "source": [ + "# Huấn luyện mô hình\n", + "grid_search = train_with_rf(X_train, X_val, y_train, y_val)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "a25e21e5-d5b0-43b5-a2f5-3ce04eee060d", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy for test data 92.0 %\n" + ] + } + ], + "source": [ + "# kiểm tra độ chính xác với tập test\n", + "y_pred_test = grid_search.predict(X_test)\n", + "test_accuracy = accuracy_score(y_test, y_pred_test)\n", + "print(f\"Accuracy for test data {round(test_accuracy, 2)*100} %\")" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "06b92a29-0784-4143-a835-f4a1cb21390f", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Done!\n" + ] + } + ], + "source": [ + "# Lưu mô hình huấn luyện\n", + "save_model(\"model_new.joblib\", grid_search)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "cbf5d0a8-f762-4277-920d-85d31caf2abf", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# đóng client, cluster\n", + "client.close()\n", + "cluster.close()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "72eaa4ed-5453-427c-965d-2a6e3a84e2bb", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/test_VH_VV.ipynb b/test_VH_VV.ipynb new file mode 100644 index 0000000..30dd88e --- /dev/null +++ b/test_VH_VV.ipynb @@ -0,0 +1,2368 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "9c91f808-db1e-447b-8d46-c924adf2ce6c", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "application/javascript": [ + "(function(root) {\n", + " function now() {\n", + " return new Date();\n", + " }\n", + "\n", + " var force = true;\n", + " var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", + " var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n", + " var reloading = false;\n", + " var Bokeh = root.Bokeh;\n", + " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + "\n", + " if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n", + " root._bokeh_timeout = Date.now() + 5000;\n", + " root._bokeh_failed_load = false;\n", + " }\n", + "\n", + " function run_callbacks() {\n", + " try {\n", + " root._bokeh_onload_callbacks.forEach(function(callback) {\n", + " if (callback != null)\n", + " callback();\n", + " });\n", + " } finally {\n", + " delete root._bokeh_onload_callbacks;\n", + " }\n", + " console.debug(\"Bokeh: all callbacks have finished\");\n", + " }\n", + "\n", + " function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n", + " if (css_urls == null) css_urls = [];\n", + " if (js_urls == null) js_urls = [];\n", + " if (js_modules == null) js_modules = [];\n", + " if (js_exports == null) js_exports = {};\n", + "\n", + " root._bokeh_onload_callbacks.push(callback);\n", + "\n", + " if (root._bokeh_is_loading > 0) {\n", + " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", + " return null;\n", + " }\n", + " if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n", + " run_callbacks();\n", + " return null;\n", + " }\n", + " if (!reloading) {\n", + " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", + " }\n", + "\n", + " function on_load() {\n", + " root._bokeh_is_loading--;\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", + " run_callbacks()\n", + " }\n", + " }\n", + " window._bokeh_on_load = on_load\n", + "\n", + " function on_error() {\n", + " console.error(\"failed to load \" + url);\n", + " }\n", + "\n", + " var skip = [];\n", + " if (window.requirejs) {\n", + " window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n", + " require([\"jspanel\"], function(jsPanel) {\n", + "\twindow.jsPanel = jsPanel\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-modal\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-tooltip\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-hint\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-layout\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-contextmenu\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-dock\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"gridstack\"], function(GridStack) {\n", + "\twindow.GridStack = GridStack\n", + "\ton_load()\n", + " })\n", + " require([\"notyf\"], function() {\n", + "\ton_load()\n", + " })\n", + " root._bokeh_is_loading = css_urls.length + 9;\n", + " } else {\n", + " root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n", + " }\n", + "\n", + " var existing_stylesheets = []\n", + " var links = document.getElementsByTagName('link')\n", + " for (var i = 0; i < links.length; i++) {\n", + " var link = links[i]\n", + " if (link.href != null) {\n", + "\texisting_stylesheets.push(link.href)\n", + " }\n", + " }\n", + " for (var i = 0; i < css_urls.length; i++) {\n", + " var url = css_urls[i];\n", + " if (existing_stylesheets.indexOf(url) !== -1) {\n", + "\ton_load()\n", + "\tcontinue;\n", + " }\n", + " const element = document.createElement(\"link\");\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.rel = \"stylesheet\";\n", + " element.type = \"text/css\";\n", + " element.href = url;\n", + " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", + " document.body.appendChild(element);\n", + " } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } var existing_scripts = []\n", + " var scripts = document.getElementsByTagName('script')\n", + " for (var i = 0; i < scripts.length; i++) {\n", + " var script = scripts[i]\n", + " if (script.src != null) {\n", + "\texisting_scripts.push(script.src)\n", + " }\n", + " }\n", + " for (var i = 0; i < js_urls.length; i++) {\n", + " var url = js_urls[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (var i = 0; i < js_modules.length; i++) {\n", + " var url = js_modules[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (const name in js_exports) {\n", + " var url = js_exports[name];\n", + " if (skip.indexOf(url) >= 0 || root[name] != null) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " element.textContent = `\n", + " import ${name} from \"${url}\"\n", + " window.${name} = ${name}\n", + " window._bokeh_on_load()\n", + " `\n", + " document.head.appendChild(element);\n", + " }\n", + " if (!js_urls.length && !js_modules.length) {\n", + " on_load()\n", + " }\n", + " };\n", + "\n", + " function inject_raw_css(css) {\n", + " const element = document.createElement(\"style\");\n", + " element.appendChild(document.createTextNode(css));\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.3/dist/panel.min.js\"];\n", + " var js_modules = [];\n", + " var js_exports = {};\n", + " var css_urls = [];\n", + " var inline_js = [ function(Bokeh) {\n", + " Bokeh.set_log_level(\"info\");\n", + " },\n", + "function(Bokeh) {} // ensure no trailing comma for IE\n", + " ];\n", + "\n", + " function run_inline_js() {\n", + " if ((root.Bokeh !== undefined) || (force === true)) {\n", + " for (var i = 0; i < inline_js.length; i++) {\n", + " inline_js[i].call(root, root.Bokeh);\n", + " }\n", + " // Cache old bokeh versions\n", + " if (Bokeh != undefined && !reloading) {\n", + "\tvar NewBokeh = root.Bokeh;\n", + "\tif (Bokeh.versions === undefined) {\n", + "\t Bokeh.versions = new Map();\n", + "\t}\n", + "\tif (NewBokeh.version !== Bokeh.version) {\n", + "\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n", + "\t}\n", + "\troot.Bokeh = Bokeh;\n", + " }} else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(run_inline_js, 100);\n", + " } else if (!root._bokeh_failed_load) {\n", + " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", + " root._bokeh_failed_load = true;\n", + " }\n", + " root._bokeh_is_initializing = false\n", + " }\n", + "\n", + " function load_or_wait() {\n", + " // Implement a backoff loop that tries to ensure we do not load multiple\n", + " // versions of Bokeh and its dependencies at the same time.\n", + " // In recent versions we use the root._bokeh_is_initializing flag\n", + " // to determine whether there is an ongoing attempt to initialize\n", + " // bokeh, however for backward compatibility we also try to ensure\n", + " // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n", + " // before older versions are fully initialized.\n", + " if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n", + " root._bokeh_is_initializing = false;\n", + " root._bokeh_onload_callbacks = undefined;\n", + " console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n", + " load_or_wait();\n", + " } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n", + " setTimeout(load_or_wait, 100);\n", + " } else {\n", + " Bokeh = root.Bokeh;\n", + " bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + " root._bokeh_is_initializing = true\n", + " root._bokeh_onload_callbacks = []\n", + " if (!reloading && (!bokeh_loaded || is_dev)) {\n", + "\troot.Bokeh = undefined;\n", + " }\n", + " load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n", + "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", + "\trun_inline_js();\n", + " });\n", + " }\n", + " }\n", + " // Give older versions of the autoload script a head-start to ensure\n", + " // they initialize before we start loading newer version.\n", + " setTimeout(load_or_wait, 100)\n", + "}(window));" + ], + "application/vnd.holoviews_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n var reloading = false;\n var Bokeh = root.Bokeh;\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks;\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n if (js_modules == null) js_modules = [];\n if (js_exports == null) js_exports = {};\n\n root._bokeh_onload_callbacks.push(callback);\n\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n run_callbacks();\n return null;\n }\n if (!reloading) {\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n }\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n window._bokeh_on_load = on_load\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n var skip = [];\n if (window.requirejs) {\n window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n require([\"jspanel-tooltip\"], function() {\n\ton_load()\n })\n require([\"jspanel-hint\"], function() {\n\ton_load()\n })\n require([\"jspanel-layout\"], function() {\n\ton_load()\n })\n require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n })\n require([\"jspanel-dock\"], function() {\n\ton_load()\n })\n require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n })\n require([\"notyf\"], function() {\n\ton_load()\n })\n root._bokeh_is_loading = css_urls.length + 9;\n } else {\n root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n }\n\n var existing_stylesheets = []\n var links = document.getElementsByTagName('link')\n for (var i = 0; i < links.length; i++) {\n var link = links[i]\n if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n }\n }\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n }\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } var existing_scripts = []\n var scripts = document.getElementsByTagName('script')\n for (var i = 0; i < scripts.length; i++) {\n var script = scripts[i]\n if (script.src != null) {\n\texisting_scripts.push(script.src)\n }\n }\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (const name in js_exports) {\n var url = js_exports[name];\n if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onerror = on_error;\n element.async = false;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n element.textContent = `\n import ${name} from \"${url}\"\n window.${name} = ${name}\n window._bokeh_on_load()\n `\n document.head.appendChild(element);\n }\n if (!js_urls.length && !js_modules.length) {\n on_load()\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.3/dist/panel.min.js\"];\n var js_modules = [];\n var js_exports = {};\n var css_urls = [];\n var inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n ];\n\n function run_inline_js() {\n if ((root.Bokeh !== undefined) || (force === true)) {\n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n // Cache old bokeh versions\n if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n }\n root._bokeh_is_initializing = false\n }\n\n function load_or_wait() {\n // Implement a backoff loop that tries to ensure we do not load multiple\n // versions of Bokeh and its dependencies at the same time.\n // In recent versions we use the root._bokeh_is_initializing flag\n // to determine whether there is an ongoing attempt to initialize\n // bokeh, however for backward compatibility we also try to ensure\n // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n // before older versions are fully initialized.\n if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n root._bokeh_is_initializing = false;\n root._bokeh_onload_callbacks = undefined;\n console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n load_or_wait();\n } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n setTimeout(load_or_wait, 100);\n } else {\n Bokeh = root.Bokeh;\n bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n if (!reloading && (!bokeh_loaded || is_dev)) {\n\troot.Bokeh = undefined;\n }\n load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n });\n }\n }\n // Give older versions of the autoload script a head-start to ensure\n // they initialize before we start loading newer version.\n setTimeout(load_or_wait, 100)\n}(window));" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n", + " window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n", + "}\n", + "\n", + "\n", + " function JupyterCommManager() {\n", + " }\n", + "\n", + " JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n", + " if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " comm_manager.register_target(comm_id, function(comm) {\n", + " comm.on_msg(msg_handler);\n", + " });\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n", + " comm.onMsg = msg_handler;\n", + " });\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " console.log(message)\n", + " var content = {data: message.data, comm_id};\n", + " var buffers = []\n", + " for (var buffer of message.buffers || []) {\n", + " buffers.push(new DataView(buffer))\n", + " }\n", + " var metadata = message.metadata || {};\n", + " var msg = {content, buffers, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " })\n", + " }\n", + " }\n", + "\n", + " JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n", + " if (comm_id in window.PyViz.comms) {\n", + " return window.PyViz.comms[comm_id];\n", + " } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n", + " if (msg_handler) {\n", + " comm.on_msg(msg_handler);\n", + " }\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n", + " comm.open();\n", + " if (msg_handler) {\n", + " comm.onMsg = msg_handler;\n", + " }\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " var comm_promise = google.colab.kernel.comms.open(comm_id)\n", + " comm_promise.then((comm) => {\n", + " window.PyViz.comms[comm_id] = comm;\n", + " if (msg_handler) {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " var content = {data: message.data};\n", + " var metadata = message.metadata || {comm_id};\n", + " var msg = {content, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " }) \n", + " var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n", + " return comm_promise.then((comm) => {\n", + " comm.send(data, metadata, buffers, disposeOnDone);\n", + " });\n", + " };\n", + " var comm = {\n", + " send: sendClosure\n", + " };\n", + " }\n", + " window.PyViz.comms[comm_id] = comm;\n", + " return comm;\n", + " }\n", + " window.PyViz.comm_manager = new JupyterCommManager();\n", + " \n", + "\n", + "\n", + "var JS_MIME_TYPE = 'application/javascript';\n", + "var HTML_MIME_TYPE = 'text/html';\n", + "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n", + "var CLASS_NAME = 'output';\n", + "\n", + "/**\n", + " * Render data to the DOM node\n", + " */\n", + "function render(props, node) {\n", + " var div = document.createElement(\"div\");\n", + " var script = document.createElement(\"script\");\n", + " node.appendChild(div);\n", + " node.appendChild(script);\n", + "}\n", + "\n", + "/**\n", + " * Handle when a new output is added\n", + " */\n", + "function handle_add_output(event, handle) {\n", + " var output_area = handle.output_area;\n", + " var output = handle.output;\n", + " if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", + " return\n", + " }\n", + " var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", + " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", + " if (id !== undefined) {\n", + " var nchildren = toinsert.length;\n", + " var html_node = toinsert[nchildren-1].children[0];\n", + " html_node.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var scripts = [];\n", + " var nodelist = html_node.querySelectorAll(\"script\");\n", + " for (var i in nodelist) {\n", + " if (nodelist.hasOwnProperty(i)) {\n", + " scripts.push(nodelist[i])\n", + " }\n", + " }\n", + "\n", + " scripts.forEach( function (oldScript) {\n", + " var newScript = document.createElement(\"script\");\n", + " var attrs = [];\n", + " var nodemap = oldScript.attributes;\n", + " for (var j in nodemap) {\n", + " if (nodemap.hasOwnProperty(j)) {\n", + " attrs.push(nodemap[j])\n", + " }\n", + " }\n", + " attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n", + " newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n", + " oldScript.parentNode.replaceChild(newScript, oldScript);\n", + " });\n", + " if (JS_MIME_TYPE in output.data) {\n", + " toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n", + " }\n", + " output_area._hv_plot_id = id;\n", + " if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n", + " window.PyViz.plot_index[id] = Bokeh.index[id];\n", + " } else {\n", + " window.PyViz.plot_index[id] = null;\n", + " }\n", + " } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", + " var bk_div = document.createElement(\"div\");\n", + " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var script_attrs = bk_div.children[0].attributes;\n", + " for (var i = 0; i < script_attrs.length; i++) {\n", + " toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n", + " }\n", + " // store reference to server id on output_area\n", + " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle when an output is cleared or removed\n", + " */\n", + "function handle_clear_output(event, handle) {\n", + " var id = handle.cell.output_area._hv_plot_id;\n", + " var server_id = handle.cell.output_area._bokeh_server_id;\n", + " if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n", + " var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n", + " if (server_id !== null) {\n", + " comm.send({event_type: 'server_delete', 'id': server_id});\n", + " return;\n", + " } else if (comm !== null) {\n", + " comm.send({event_type: 'delete', 'id': id});\n", + " }\n", + " delete PyViz.plot_index[id];\n", + " if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n", + " var doc = window.Bokeh.index[id].model.document\n", + " doc.clear();\n", + " const i = window.Bokeh.documents.indexOf(doc);\n", + " if (i > -1) {\n", + " window.Bokeh.documents.splice(i, 1);\n", + " }\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle kernel restart event\n", + " */\n", + "function handle_kernel_cleanup(event, handle) {\n", + " delete PyViz.comms[\"hv-extension-comm\"];\n", + " window.PyViz.plot_index = {}\n", + "}\n", + "\n", + "/**\n", + " * Handle update_display_data messages\n", + " */\n", + "function handle_update_output(event, handle) {\n", + " handle_clear_output(event, {cell: {output_area: handle.output_area}})\n", + " handle_add_output(event, handle)\n", + "}\n", + "\n", + "function register_renderer(events, OutputArea) {\n", + " function append_mime(data, metadata, element) {\n", + " // create a DOM node to render to\n", + " var toinsert = this.create_output_subarea(\n", + " metadata,\n", + " CLASS_NAME,\n", + " EXEC_MIME_TYPE\n", + " );\n", + " this.keyboard_manager.register_events(toinsert);\n", + " // Render to node\n", + " var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", + " render(props, toinsert[0]);\n", + " element.append(toinsert);\n", + " return toinsert\n", + " }\n", + "\n", + " events.on('output_added.OutputArea', handle_add_output);\n", + " events.on('output_updated.OutputArea', handle_update_output);\n", + " events.on('clear_output.CodeCell', handle_clear_output);\n", + " events.on('delete.Cell', handle_clear_output);\n", + " events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n", + "\n", + " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", + " safe: true,\n", + " index: 0\n", + " });\n", + "}\n", + "\n", + "if (window.Jupyter !== undefined) {\n", + " try {\n", + " var events = require('base/js/events');\n", + " var OutputArea = require('notebook/js/outputarea').OutputArea;\n", + " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", + " register_renderer(events, OutputArea);\n", + " }\n", + " } catch(err) {\n", + " }\n", + "}\n" + ], + "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n function JupyterCommManager() {\n }\n\n JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n comm_manager.register_target(comm_id, function(comm) {\n comm.on_msg(msg_handler);\n });\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n comm.onMsg = msg_handler;\n });\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n console.log(message)\n var content = {data: message.data, comm_id};\n var buffers = []\n for (var buffer of message.buffers || []) {\n buffers.push(new DataView(buffer))\n }\n var metadata = message.metadata || {};\n var msg = {content, buffers, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n })\n }\n }\n\n JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n if (comm_id in window.PyViz.comms) {\n return window.PyViz.comms[comm_id];\n } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n if (msg_handler) {\n comm.on_msg(msg_handler);\n }\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n comm.open();\n if (msg_handler) {\n comm.onMsg = msg_handler;\n }\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n var comm_promise = google.colab.kernel.comms.open(comm_id)\n comm_promise.then((comm) => {\n window.PyViz.comms[comm_id] = comm;\n if (msg_handler) {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n var content = {data: message.data};\n var metadata = message.metadata || {comm_id};\n var msg = {content, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n }\n }) \n var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n return comm_promise.then((comm) => {\n comm.send(data, metadata, buffers, disposeOnDone);\n });\n };\n var comm = {\n send: sendClosure\n };\n }\n window.PyViz.comms[comm_id] = comm;\n return comm;\n }\n window.PyViz.comm_manager = new JupyterCommManager();\n \n\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n var div = document.createElement(\"div\");\n var script = document.createElement(\"script\");\n node.appendChild(div);\n node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n var output_area = handle.output_area;\n var output = handle.output;\n if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n return\n }\n var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n if (id !== undefined) {\n var nchildren = toinsert.length;\n var html_node = toinsert[nchildren-1].children[0];\n html_node.innerHTML = output.data[HTML_MIME_TYPE];\n var scripts = [];\n var nodelist = html_node.querySelectorAll(\"script\");\n for (var i in nodelist) {\n if (nodelist.hasOwnProperty(i)) {\n scripts.push(nodelist[i])\n }\n }\n\n scripts.forEach( function (oldScript) {\n var newScript = document.createElement(\"script\");\n var attrs = [];\n var nodemap = oldScript.attributes;\n for (var j in nodemap) {\n if (nodemap.hasOwnProperty(j)) {\n attrs.push(nodemap[j])\n }\n }\n attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n oldScript.parentNode.replaceChild(newScript, oldScript);\n });\n if (JS_MIME_TYPE in output.data) {\n toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n }\n output_area._hv_plot_id = id;\n if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n window.PyViz.plot_index[id] = Bokeh.index[id];\n } else {\n window.PyViz.plot_index[id] = null;\n }\n } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n var bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n var script_attrs = bk_div.children[0].attributes;\n for (var i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n var id = handle.cell.output_area._hv_plot_id;\n var server_id = handle.cell.output_area._bokeh_server_id;\n if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n if (server_id !== null) {\n comm.send({event_type: 'server_delete', 'id': server_id});\n return;\n } else if (comm !== null) {\n comm.send({event_type: 'delete', 'id': id});\n }\n delete PyViz.plot_index[id];\n if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n var doc = window.Bokeh.index[id].model.document\n doc.clear();\n const i = window.Bokeh.documents.indexOf(doc);\n if (i > -1) {\n window.Bokeh.documents.splice(i, 1);\n }\n }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n delete PyViz.comms[\"hv-extension-comm\"];\n window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n handle_clear_output(event, {cell: {output_area: handle.output_area}})\n handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n var toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[0]);\n element.append(toinsert);\n return toinsert\n }\n\n events.on('output_added.OutputArea', handle_add_output);\n events.on('output_updated.OutputArea', handle_update_output);\n events.on('clear_output.CodeCell', handle_clear_output);\n events.on('delete.Cell', handle_clear_output);\n events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n safe: true,\n index: 0\n });\n}\n\nif (window.Jupyter !== undefined) {\n try {\n var events = require('base/js/events');\n var OutputArea = require('notebook/js/outputarea').OutputArea;\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n } catch(err) {\n }\n}\n" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "(function(root) {\n", + " function now() {\n", + " return new Date();\n", + " }\n", + "\n", + " var force = true;\n", + " var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", + " var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n", + " var reloading = true;\n", + " var Bokeh = root.Bokeh;\n", + " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + "\n", + " if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n", + " root._bokeh_timeout = Date.now() + 5000;\n", + " root._bokeh_failed_load = false;\n", + " }\n", + "\n", + " function run_callbacks() {\n", + " try {\n", + " root._bokeh_onload_callbacks.forEach(function(callback) {\n", + " if (callback != null)\n", + " callback();\n", + " });\n", + " } finally {\n", + " delete root._bokeh_onload_callbacks;\n", + " }\n", + " console.debug(\"Bokeh: all callbacks have finished\");\n", + " }\n", + "\n", + " function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n", + " if (css_urls == null) css_urls = [];\n", + " if (js_urls == null) js_urls = [];\n", + " if (js_modules == null) js_modules = [];\n", + " if (js_exports == null) js_exports = {};\n", + "\n", + " root._bokeh_onload_callbacks.push(callback);\n", + "\n", + " if (root._bokeh_is_loading > 0) {\n", + " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", + " return null;\n", + " }\n", + " if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n", + " run_callbacks();\n", + " return null;\n", + " }\n", + " if (!reloading) {\n", + " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", + " }\n", + "\n", + " function on_load() {\n", + " root._bokeh_is_loading--;\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", + " run_callbacks()\n", + " }\n", + " }\n", + " window._bokeh_on_load = on_load\n", + "\n", + " function on_error() {\n", + " console.error(\"failed to load \" + url);\n", + " }\n", + "\n", + " var skip = [];\n", + " if (window.requirejs) {\n", + " window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n", + " require([\"jspanel\"], function(jsPanel) {\n", + "\twindow.jsPanel = jsPanel\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-modal\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-tooltip\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-hint\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-layout\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-contextmenu\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-dock\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"gridstack\"], function(GridStack) {\n", + "\twindow.GridStack = GridStack\n", + "\ton_load()\n", + " })\n", + " require([\"notyf\"], function() {\n", + "\ton_load()\n", + " })\n", + " root._bokeh_is_loading = css_urls.length + 9;\n", + " } else {\n", + " root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n", + " }\n", + "\n", + " var existing_stylesheets = []\n", + " var links = document.getElementsByTagName('link')\n", + " for (var i = 0; i < links.length; i++) {\n", + " var link = links[i]\n", + " if (link.href != null) {\n", + "\texisting_stylesheets.push(link.href)\n", + " }\n", + " }\n", + " for (var i = 0; i < css_urls.length; i++) {\n", + " var url = css_urls[i];\n", + " if (existing_stylesheets.indexOf(url) !== -1) {\n", + "\ton_load()\n", + "\tcontinue;\n", + " }\n", + " const element = document.createElement(\"link\");\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.rel = \"stylesheet\";\n", + " element.type = \"text/css\";\n", + " element.href = url;\n", + " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", + " document.body.appendChild(element);\n", + " } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } var existing_scripts = []\n", + " var scripts = document.getElementsByTagName('script')\n", + " for (var i = 0; i < scripts.length; i++) {\n", + " var script = scripts[i]\n", + " if (script.src != null) {\n", + "\texisting_scripts.push(script.src)\n", + " }\n", + " }\n", + " for (var i = 0; i < js_urls.length; i++) {\n", + " var url = js_urls[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (var i = 0; i < js_modules.length; i++) {\n", + " var url = js_modules[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (const name in js_exports) {\n", + " var url = js_exports[name];\n", + " if (skip.indexOf(url) >= 0 || root[name] != null) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " element.textContent = `\n", + " import ${name} from \"${url}\"\n", + " window.${name} = ${name}\n", + " window._bokeh_on_load()\n", + " `\n", + " document.head.appendChild(element);\n", + " }\n", + " if (!js_urls.length && !js_modules.length) {\n", + " on_load()\n", + " }\n", + " };\n", + "\n", + " function inject_raw_css(css) {\n", + " const element = document.createElement(\"style\");\n", + " element.appendChild(document.createTextNode(css));\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " var js_urls = [];\n", + " var js_modules = [];\n", + " var js_exports = {};\n", + " var css_urls = [];\n", + " var inline_js = [ function(Bokeh) {\n", + " Bokeh.set_log_level(\"info\");\n", + " },\n", + "function(Bokeh) {} // ensure no trailing comma for IE\n", + " ];\n", + "\n", + " function run_inline_js() {\n", + " if ((root.Bokeh !== undefined) || (force === true)) {\n", + " for (var i = 0; i < inline_js.length; i++) {\n", + " inline_js[i].call(root, root.Bokeh);\n", + " }\n", + " // Cache old bokeh versions\n", + " if (Bokeh != undefined && !reloading) {\n", + "\tvar NewBokeh = root.Bokeh;\n", + "\tif (Bokeh.versions === undefined) {\n", + "\t Bokeh.versions = new Map();\n", + "\t}\n", + "\tif (NewBokeh.version !== Bokeh.version) {\n", + "\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n", + "\t}\n", + "\troot.Bokeh = Bokeh;\n", + " }} else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(run_inline_js, 100);\n", + " } else if (!root._bokeh_failed_load) {\n", + " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", + " root._bokeh_failed_load = true;\n", + " }\n", + " root._bokeh_is_initializing = false\n", + " }\n", + "\n", + " function load_or_wait() {\n", + " // Implement a backoff loop that tries to ensure we do not load multiple\n", + " // versions of Bokeh and its dependencies at the same time.\n", + " // In recent versions we use the root._bokeh_is_initializing flag\n", + " // to determine whether there is an ongoing attempt to initialize\n", + " // bokeh, however for backward compatibility we also try to ensure\n", + " // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n", + " // before older versions are fully initialized.\n", + " if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n", + " root._bokeh_is_initializing = false;\n", + " root._bokeh_onload_callbacks = undefined;\n", + " console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n", + " load_or_wait();\n", + " } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n", + " setTimeout(load_or_wait, 100);\n", + " } else {\n", + " Bokeh = root.Bokeh;\n", + " bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + " root._bokeh_is_initializing = true\n", + " root._bokeh_onload_callbacks = []\n", + " if (!reloading && (!bokeh_loaded || is_dev)) {\n", + "\troot.Bokeh = undefined;\n", + " }\n", + " load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n", + "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", + "\trun_inline_js();\n", + " });\n", + " }\n", + " }\n", + " // Give older versions of the autoload script a head-start to ensure\n", + " // they initialize before we start loading newer version.\n", + " setTimeout(load_or_wait, 100)\n", + "}(window));" + ], + "application/vnd.holoviews_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n var reloading = true;\n var Bokeh = root.Bokeh;\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks;\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n if (js_modules == null) js_modules = [];\n if (js_exports == null) js_exports = {};\n\n root._bokeh_onload_callbacks.push(callback);\n\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n run_callbacks();\n return null;\n }\n if (!reloading) {\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n }\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n window._bokeh_on_load = on_load\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n var skip = [];\n if (window.requirejs) {\n window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n require([\"jspanel-tooltip\"], function() {\n\ton_load()\n })\n require([\"jspanel-hint\"], function() {\n\ton_load()\n })\n require([\"jspanel-layout\"], function() {\n\ton_load()\n })\n require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n })\n require([\"jspanel-dock\"], function() {\n\ton_load()\n })\n require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n })\n require([\"notyf\"], function() {\n\ton_load()\n })\n root._bokeh_is_loading = css_urls.length + 9;\n } else {\n root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n }\n\n var existing_stylesheets = []\n var links = document.getElementsByTagName('link')\n for (var i = 0; i < links.length; i++) {\n var link = links[i]\n if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n }\n }\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n }\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } var existing_scripts = []\n var scripts = document.getElementsByTagName('script')\n for (var i = 0; i < scripts.length; i++) {\n var script = scripts[i]\n if (script.src != null) {\n\texisting_scripts.push(script.src)\n }\n }\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (const name in js_exports) {\n var url = js_exports[name];\n if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onerror = on_error;\n element.async = false;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n element.textContent = `\n import ${name} from \"${url}\"\n window.${name} = ${name}\n window._bokeh_on_load()\n `\n document.head.appendChild(element);\n }\n if (!js_urls.length && !js_modules.length) {\n on_load()\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n var js_urls = [];\n var js_modules = [];\n var js_exports = {};\n var css_urls = [];\n var inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n ];\n\n function run_inline_js() {\n if ((root.Bokeh !== undefined) || (force === true)) {\n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n // Cache old bokeh versions\n if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n }\n root._bokeh_is_initializing = false\n }\n\n function load_or_wait() {\n // Implement a backoff loop that tries to ensure we do not load multiple\n // versions of Bokeh and its dependencies at the same time.\n // In recent versions we use the root._bokeh_is_initializing flag\n // to determine whether there is an ongoing attempt to initialize\n // bokeh, however for backward compatibility we also try to ensure\n // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n // before older versions are fully initialized.\n if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n root._bokeh_is_initializing = false;\n root._bokeh_onload_callbacks = undefined;\n console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n load_or_wait();\n } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n setTimeout(load_or_wait, 100);\n } else {\n Bokeh = root.Bokeh;\n bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n if (!reloading && (!bokeh_loaded || is_dev)) {\n\troot.Bokeh = undefined;\n }\n load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n });\n }\n }\n // Give older versions of the autoload script a head-start to ensure\n // they initialize before we start loading newer version.\n setTimeout(load_or_wait, 100)\n}(window));" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n", + " window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n", + "}\n", + "\n", + "\n", + " function JupyterCommManager() {\n", + " }\n", + "\n", + " JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n", + " if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " comm_manager.register_target(comm_id, function(comm) {\n", + " comm.on_msg(msg_handler);\n", + " });\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n", + " comm.onMsg = msg_handler;\n", + " });\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " console.log(message)\n", + " var content = {data: message.data, comm_id};\n", + " var buffers = []\n", + " for (var buffer of message.buffers || []) {\n", + " buffers.push(new DataView(buffer))\n", + " }\n", + " var metadata = message.metadata || {};\n", + " var msg = {content, buffers, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " })\n", + " }\n", + " }\n", + "\n", + " JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n", + " if (comm_id in window.PyViz.comms) {\n", + " return window.PyViz.comms[comm_id];\n", + " } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n", + " if (msg_handler) {\n", + " comm.on_msg(msg_handler);\n", + " }\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n", + " comm.open();\n", + " if (msg_handler) {\n", + " comm.onMsg = msg_handler;\n", + " }\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " var comm_promise = google.colab.kernel.comms.open(comm_id)\n", + " comm_promise.then((comm) => {\n", + " window.PyViz.comms[comm_id] = comm;\n", + " if (msg_handler) {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " var content = {data: message.data};\n", + " var metadata = message.metadata || {comm_id};\n", + " var msg = {content, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " }) \n", + " var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n", + " return comm_promise.then((comm) => {\n", + " comm.send(data, metadata, buffers, disposeOnDone);\n", + " });\n", + " };\n", + " var comm = {\n", + " send: sendClosure\n", + " };\n", + " }\n", + " window.PyViz.comms[comm_id] = comm;\n", + " return comm;\n", + " }\n", + " window.PyViz.comm_manager = new JupyterCommManager();\n", + " \n", + "\n", + "\n", + "var JS_MIME_TYPE = 'application/javascript';\n", + "var HTML_MIME_TYPE = 'text/html';\n", + "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n", + "var CLASS_NAME = 'output';\n", + "\n", + "/**\n", + " * Render data to the DOM node\n", + " */\n", + "function render(props, node) {\n", + " var div = document.createElement(\"div\");\n", + " var script = document.createElement(\"script\");\n", + " node.appendChild(div);\n", + " node.appendChild(script);\n", + "}\n", + "\n", + "/**\n", + " * Handle when a new output is added\n", + " */\n", + "function handle_add_output(event, handle) {\n", + " var output_area = handle.output_area;\n", + " var output = handle.output;\n", + " if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", + " return\n", + " }\n", + " var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", + " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", + " if (id !== undefined) {\n", + " var nchildren = toinsert.length;\n", + " var html_node = toinsert[nchildren-1].children[0];\n", + " html_node.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var scripts = [];\n", + " var nodelist = html_node.querySelectorAll(\"script\");\n", + " for (var i in nodelist) {\n", + " if (nodelist.hasOwnProperty(i)) {\n", + " scripts.push(nodelist[i])\n", + " }\n", + " }\n", + "\n", + " scripts.forEach( function (oldScript) {\n", + " var newScript = document.createElement(\"script\");\n", + " var attrs = [];\n", + " var nodemap = oldScript.attributes;\n", + " for (var j in nodemap) {\n", + " if (nodemap.hasOwnProperty(j)) {\n", + " attrs.push(nodemap[j])\n", + " }\n", + " }\n", + " attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n", + " newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n", + " oldScript.parentNode.replaceChild(newScript, oldScript);\n", + " });\n", + " if (JS_MIME_TYPE in output.data) {\n", + " toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n", + " }\n", + " output_area._hv_plot_id = id;\n", + " if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n", + " window.PyViz.plot_index[id] = Bokeh.index[id];\n", + " } else {\n", + " window.PyViz.plot_index[id] = null;\n", + " }\n", + " } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", + " var bk_div = document.createElement(\"div\");\n", + " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var script_attrs = bk_div.children[0].attributes;\n", + " for (var i = 0; i < script_attrs.length; i++) {\n", + " toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n", + " }\n", + " // store reference to server id on output_area\n", + " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle when an output is cleared or removed\n", + " */\n", + "function handle_clear_output(event, handle) {\n", + " var id = handle.cell.output_area._hv_plot_id;\n", + " var server_id = handle.cell.output_area._bokeh_server_id;\n", + " if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n", + " var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n", + " if (server_id !== null) {\n", + " comm.send({event_type: 'server_delete', 'id': server_id});\n", + " return;\n", + " } else if (comm !== null) {\n", + " comm.send({event_type: 'delete', 'id': id});\n", + " }\n", + " delete PyViz.plot_index[id];\n", + " if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n", + " var doc = window.Bokeh.index[id].model.document\n", + " doc.clear();\n", + " const i = window.Bokeh.documents.indexOf(doc);\n", + " if (i > -1) {\n", + " window.Bokeh.documents.splice(i, 1);\n", + " }\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle kernel restart event\n", + " */\n", + "function handle_kernel_cleanup(event, handle) {\n", + " delete PyViz.comms[\"hv-extension-comm\"];\n", + " window.PyViz.plot_index = {}\n", + "}\n", + "\n", + "/**\n", + " * Handle update_display_data messages\n", + " */\n", + "function handle_update_output(event, handle) {\n", + " handle_clear_output(event, {cell: {output_area: handle.output_area}})\n", + " handle_add_output(event, handle)\n", + "}\n", + "\n", + "function register_renderer(events, OutputArea) {\n", + " function append_mime(data, metadata, element) {\n", + " // create a DOM node to render to\n", + " var toinsert = this.create_output_subarea(\n", + " metadata,\n", + " CLASS_NAME,\n", + " EXEC_MIME_TYPE\n", + " );\n", + " this.keyboard_manager.register_events(toinsert);\n", + " // Render to node\n", + " var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", + " render(props, toinsert[0]);\n", + " element.append(toinsert);\n", + " return toinsert\n", + " }\n", + "\n", + " events.on('output_added.OutputArea', handle_add_output);\n", + " events.on('output_updated.OutputArea', handle_update_output);\n", + " events.on('clear_output.CodeCell', handle_clear_output);\n", + " events.on('delete.Cell', handle_clear_output);\n", + " events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n", + "\n", + " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", + " safe: true,\n", + " index: 0\n", + " });\n", + "}\n", + "\n", + "if (window.Jupyter !== undefined) {\n", + " try {\n", + " var events = require('base/js/events');\n", + " var OutputArea = require('notebook/js/outputarea').OutputArea;\n", + " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", + " register_renderer(events, OutputArea);\n", + " }\n", + " } catch(err) {\n", + " }\n", + "}\n" + ], + "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n function JupyterCommManager() {\n }\n\n JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n comm_manager.register_target(comm_id, function(comm) {\n comm.on_msg(msg_handler);\n });\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n comm.onMsg = msg_handler;\n });\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n console.log(message)\n var content = {data: message.data, comm_id};\n var buffers = []\n for (var buffer of message.buffers || []) {\n buffers.push(new DataView(buffer))\n }\n var metadata = message.metadata || {};\n var msg = {content, buffers, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n })\n }\n }\n\n JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n if (comm_id in window.PyViz.comms) {\n return window.PyViz.comms[comm_id];\n } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n if (msg_handler) {\n comm.on_msg(msg_handler);\n }\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n comm.open();\n if (msg_handler) {\n comm.onMsg = msg_handler;\n }\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n var comm_promise = google.colab.kernel.comms.open(comm_id)\n comm_promise.then((comm) => {\n window.PyViz.comms[comm_id] = comm;\n if (msg_handler) {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n var content = {data: message.data};\n var metadata = message.metadata || {comm_id};\n var msg = {content, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n }\n }) \n var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n return comm_promise.then((comm) => {\n comm.send(data, metadata, buffers, disposeOnDone);\n });\n };\n var comm = {\n send: sendClosure\n };\n }\n window.PyViz.comms[comm_id] = comm;\n return comm;\n }\n window.PyViz.comm_manager = new JupyterCommManager();\n \n\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n var div = document.createElement(\"div\");\n var script = document.createElement(\"script\");\n node.appendChild(div);\n node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n var output_area = handle.output_area;\n var output = handle.output;\n if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n return\n }\n var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n if (id !== undefined) {\n var nchildren = toinsert.length;\n var html_node = toinsert[nchildren-1].children[0];\n html_node.innerHTML = output.data[HTML_MIME_TYPE];\n var scripts = [];\n var nodelist = html_node.querySelectorAll(\"script\");\n for (var i in nodelist) {\n if (nodelist.hasOwnProperty(i)) {\n scripts.push(nodelist[i])\n }\n }\n\n scripts.forEach( function (oldScript) {\n var newScript = document.createElement(\"script\");\n var attrs = [];\n var nodemap = oldScript.attributes;\n for (var j in nodemap) {\n if (nodemap.hasOwnProperty(j)) {\n attrs.push(nodemap[j])\n }\n }\n attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n oldScript.parentNode.replaceChild(newScript, oldScript);\n });\n if (JS_MIME_TYPE in output.data) {\n toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n }\n output_area._hv_plot_id = id;\n if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n window.PyViz.plot_index[id] = Bokeh.index[id];\n } else {\n window.PyViz.plot_index[id] = null;\n }\n } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n var bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n var script_attrs = bk_div.children[0].attributes;\n for (var i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n var id = handle.cell.output_area._hv_plot_id;\n var server_id = handle.cell.output_area._bokeh_server_id;\n if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n if (server_id !== null) {\n comm.send({event_type: 'server_delete', 'id': server_id});\n return;\n } else if (comm !== null) {\n comm.send({event_type: 'delete', 'id': id});\n }\n delete PyViz.plot_index[id];\n if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n var doc = window.Bokeh.index[id].model.document\n doc.clear();\n const i = window.Bokeh.documents.indexOf(doc);\n if (i > -1) {\n window.Bokeh.documents.splice(i, 1);\n }\n }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n delete PyViz.comms[\"hv-extension-comm\"];\n window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n handle_clear_output(event, {cell: {output_area: handle.output_area}})\n handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n var toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[0]);\n element.append(toinsert);\n return toinsert\n }\n\n events.on('output_added.OutputArea', handle_add_output);\n events.on('output_updated.OutputArea', handle_update_output);\n events.on('clear_output.CodeCell', handle_clear_output);\n events.on('delete.Cell', handle_clear_output);\n events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n safe: true,\n index: 0\n });\n}\n\nif (window.Jupyter !== undefined) {\n try {\n var events = require('base/js/events');\n var OutputArea = require('notebook/js/outputarea').OutputArea;\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n } catch(err) {\n }\n}\n" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Starting new cluster.\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "%matplotlib inline\n", + "from new_import import *\n", + "\n", + "\n", + "# Dask gateway\n", + "cluster, client = notebook_utils.initialize_dask(use_gateway=True, workers=(1,4))\n", + "dc = datacube.Datacube()\n", + "\n", + "\n", + "# Configure s3 access\n", + "configure_s3_access(aws_unsigned=False, requester_pays=True, client=client)\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "4404b959-1bc3-463c-87d1-00a113994916", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "

Dataset size: 21.60 GB

" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset>\n",
+       "Dimensions:      (time: 33, y: 8874, x: 9902)\n",
+       "Coordinates:\n",
+       "  * time         (time) datetime64[ns] 2022-09-06T22:46:14.500000 ... 2023-09...\n",
+       "  * y            (y) float64 1.106e+06 1.106e+06 ... 1.017e+06 1.017e+06\n",
+       "  * x            (x) float64 5.548e+05 5.548e+05 ... 6.538e+05 6.538e+05\n",
+       "    spatial_ref  int32 32648\n",
+       "Data variables:\n",
+       "    vv           (time, y, x) float32 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "    vh           (time, y, x) float32 dask.array<chunksize=(1, 2048, 2048), meta=np.ndarray>\n",
+       "Attributes:\n",
+       "    crs:           EPSG:32648\n",
+       "    grid_mapping:  spatial_ref
" + ], + "text/plain": [ + "\n", + "Dimensions: (time: 33, y: 8874, x: 9902)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 2022-09-06T22:46:14.500000 ... 2023-09...\n", + " * y (y) float64 1.106e+06 1.106e+06 ... 1.017e+06 1.017e+06\n", + " * x (x) float64 5.548e+05 5.548e+05 ... 6.538e+05 6.538e+05\n", + " spatial_ref int32 32648\n", + "Data variables:\n", + " vv (time, y, x) float32 dask.array\n", + " vh (time, y, x) float32 dask.array\n", + "Attributes:\n", + " crs: EPSG:32648\n", + " grid_mapping: spatial_ref" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds = dc.load(\n", + " product=\"sentinel1_grd_gamma0_20m\",\n", + " x=(105.5, 106.4),\n", + " y=(9.2, 10.0),\n", + " time=(\"2022-09-01\", \"2023-10-01\"),\n", + " measurements=[\"vv\", \"vh\"],\n", + " output_crs=\"EPSG:32648\",\n", + " resolution=(-10,10),\n", + " dask_chunks={\"x\":2048, \"y\":2048},\n", + " skip_broken_datasets=True,\n", + " group_by=\"solar_day\"\n", + ")\n", + "notebook_utils.heading(notebook_utils.xarray_object_size(ds))\n", + "ds" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "ed0aa91a-808f-4189-9c20-0ba8ea1a05e5", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "vh = ds.vh.resample(time='1M').mean().persist()\n", + "vh = vh.compute()\n", + "vv = ds.vv.resample(time='1M').mean().persist()\n", + "vv = vv.compute()\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "bd76d709-8658-48c0-86e2-de7ce1269ba0", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.DataArray 'vv' ()>\n",
+       "array(-79.01979828)\n",
+       "Coordinates:\n",
+       "    spatial_ref  int32 32648
" + ], + "text/plain": [ + "\n", + "array(-79.01979828)\n", + "Coordinates:\n", + " spatial_ref int32 32648" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vv.min()" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "0021c47b-fef2-4633-9bec-cee1867eb0e7", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "# Plot the data\n", + "plt.imshow(vh.isel(time=0), cmap='viridis', vmin=0, vmax=1)\n", + "plt.colorbar() # Add colorbar for reference\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e467aed8-ce6c-45d4-a327-2dd0fc7aef41", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}