{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Quickstart" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this notebook, we will download the light curve of a known solar-like oscillator, find its large separation using echelle, and then make a pretty plot ready for publication!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To download the star, we'll use the excellent [lightkurve](https://docs.lightkurve.org/) package" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import lightkurve as lk" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We'll study KIC 11615890, one of my favourites:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 368, "width": 755 } }, "output_type": "display_data" } ], "source": [ "lc = lk.search_lightcurve('KIC 11615890').download_all().stitch()\n", "lc.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Looks good! Now, for the echelle diagram we need the power (or amplitude) spectrum of the star. This is functionally identical to the fourier transform on unevenly sampled data:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 388, "width": 746 } }, "output_type": "display_data" } ], "source": [ "pg = lc.to_periodogram(normalization='psd')\n", "pg.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we're ready to make our echelle diagram! It looks like the modes around 160 microhertz are separated by ~15 microhertz. So let's explore around this range. Note that I scale the power values by 'sqrt' in the function call. This brings out more features to the eye." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "application/javascript": [ "\n", "(function(root) {\n", " function now() {\n", " return new Date();\n", " }\n", "\n", " var force = true;\n", "\n", " if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n", " root._bokeh_onload_callbacks = [];\n", " root._bokeh_is_loading = undefined;\n", " }\n", "\n", " var JS_MIME_TYPE = 'application/javascript';\n", " var HTML_MIME_TYPE = 'text/html';\n", " var EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n", " var CLASS_NAME = 'output_bokeh rendered_html';\n", "\n", " /**\n", " * Render data to the DOM node\n", " */\n", " function render(props, node) {\n", " var script = document.createElement(\"script\");\n", " node.appendChild(script);\n", " }\n", "\n", " /**\n", " * Handle when an output is cleared or removed\n", " */\n", " function handleClearOutput(event, handle) {\n", " var cell = handle.cell;\n", "\n", " var id = cell.output_area._bokeh_element_id;\n", " var server_id = cell.output_area._bokeh_server_id;\n", " // Clean up Bokeh references\n", " if (id != null && id in Bokeh.index) {\n", " Bokeh.index[id].model.document.clear();\n", " delete Bokeh.index[id];\n", " }\n", "\n", " if (server_id !== undefined) {\n", " // Clean up Bokeh references\n", " var cmd = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n", " cell.notebook.kernel.execute(cmd, {\n", " iopub: {\n", " output: function(msg) {\n", " var id = msg.content.text.trim();\n", " if (id in Bokeh.index) {\n", " Bokeh.index[id].model.document.clear();\n", " delete Bokeh.index[id];\n", " }\n", " }\n", " }\n", " });\n", " // Destroy server and session\n", " var cmd = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n", " cell.notebook.kernel.execute(cmd);\n", " }\n", " }\n", "\n", " /**\n", " * Handle when a new output is added\n", " */\n", " function handleAddOutput(event, handle) {\n", " var output_area = handle.output_area;\n", " var output = handle.output;\n", "\n", " // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n", " if ((output.output_type != \"display_data\") || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", " return\n", " }\n", "\n", " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", "\n", " if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n", " toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n", " // store reference to embed id on output_area\n", " output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", " }\n", " 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].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n", " toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\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", " function register_renderer(events, OutputArea) {\n", "\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[toinsert.length - 1]);\n", " element.append(toinsert);\n", " return toinsert\n", " }\n", "\n", " /* Handle when an output is cleared or removed */\n", " events.on('clear_output.CodeCell', handleClearOutput);\n", " events.on('delete.Cell', handleClearOutput);\n", "\n", " /* Handle when a new output is added */\n", " events.on('output_added.OutputArea', handleAddOutput);\n", "\n", " /**\n", " * Register the mime type and append_mime function with output_area\n", " */\n", " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", " /* Is output safe? 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\\n\"+\n", " \"

\\n\"+\n", " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n", " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n", " \"

\\n\"+\n", " \"
    \\n\"+\n", " \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
  • \\n\"+\n", " \"
  • use INLINE resources instead, as so:
  • \\n\"+\n", " \"
\\n\"+\n", " \"\\n\"+\n", " \"from bokeh.resources import INLINE\\n\"+\n", " \"output_notebook(resources=INLINE)\\n\"+\n", " \"\\n\"+\n", " \"
\"}};\n", "\n", " function display_loaded() {\n", " var el = document.getElementById(null);\n", " if (el != null) {\n", " el.textContent = \"BokehJS is loading...\";\n", " }\n", " if (root.Bokeh !== undefined) {\n", " if (el != null) {\n", " el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n", " }\n", " } else if (Date.now() < root._bokeh_timeout) {\n", " setTimeout(display_loaded, 100)\n", " }\n", " }\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, callback) {\n", " if (css_urls == null) css_urls = [];\n", " if (js_urls == null) js_urls = [];\n", "\n", " root._bokeh_onload_callbacks.push(callback);\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 == null || js_urls.length === 0) {\n", " run_callbacks();\n", " return null;\n", " }\n", " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", " root._bokeh_is_loading = css_urls.length + js_urls.length;\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", "\n", " function on_error() {\n", " console.error(\"failed to load \" + url);\n", " }\n", "\n", " for (var i = 0; i < css_urls.length; i++) {\n", " var url = css_urls[i];\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", " }\n", "\n", " const hashes = {\"https://cdn.bokeh.org/bokeh/release/bokeh-2.2.3.min.js\": \"T2yuo9Oe71Cz/I4X9Ac5+gpEa5a8PpJCDlqKYO0CfAuEszu1JrXLl8YugMqYe3sM\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.2.3.min.js\": \"98GDGJ0kOMCUMUePhksaQ/GYgB3+NH9h996V88sh3aOiUNX3N+fLXAtry6xctSZ6\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.2.3.min.js\": \"89bArO+nlbP3sgakeHjCo1JYxYR5wufVgA3IbUvDY+K7w4zyxJqssu7wVnfeKCq8\"};\n", "\n", " for (var i = 0; i < js_urls.length; i++) {\n", " var url = js_urls[i];\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", " if (url in hashes) {\n", " element.crossOrigin = \"anonymous\";\n", " element.integrity = \"sha384-\" + hashes[url];\n", " }\n", " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", " document.head.appendChild(element);\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", " \n", " var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.2.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.2.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.2.3.min.js\"];\n", " var css_urls = [];\n", " \n", "\n", " var inline_js = [\n", " function(Bokeh) {\n", " Bokeh.set_log_level(\"info\");\n", " },\n", " function(Bokeh) {\n", " \n", " \n", " }\n", " ];\n", "\n", " function run_inline_js() {\n", " \n", " if (root.Bokeh !== undefined || force === true) {\n", " \n", " for (var i = 0; i < inline_js.length; i++) {\n", " inline_js[i].call(root, root.Bokeh);\n", " }\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", " } else if (force !== true) {\n", " var cell = $(document.getElementById(null)).parents('.cell').data().cell;\n", " cell.output_area.append_execute_result(NB_LOAD_WARNING)\n", " }\n", "\n", " }\n", "\n", " if (root._bokeh_is_loading === 0) {\n", " console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n", " run_inline_js();\n", " } else {\n", " load_libs(css_urls, js_urls, function() {\n", " console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", " run_inline_js();\n", " });\n", " }\n", "}(window));" ], "application/vnd.bokehjs_load.v0+json": "\n(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n \n\n \n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n var NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
  • \\n\"+\n \"
  • use INLINE resources instead, as so:
  • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n var el = document.getElementById(null);\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\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, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\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 == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\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\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\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 }\n\n const hashes = {\"https://cdn.bokeh.org/bokeh/release/bokeh-2.2.3.min.js\": \"T2yuo9Oe71Cz/I4X9Ac5+gpEa5a8PpJCDlqKYO0CfAuEszu1JrXLl8YugMqYe3sM\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.2.3.min.js\": \"98GDGJ0kOMCUMUePhksaQ/GYgB3+NH9h996V88sh3aOiUNX3N+fLXAtry6xctSZ6\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.2.3.min.js\": \"89bArO+nlbP3sgakeHjCo1JYxYR5wufVgA3IbUvDY+K7w4zyxJqssu7wVnfeKCq8\"};\n\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\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 if (url in hashes) {\n element.crossOrigin = \"anonymous\";\n element.integrity = \"sha384-\" + hashes[url];\n }\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\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 \n var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.2.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.2.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.2.3.min.js\"];\n var css_urls = [];\n \n\n var inline_js = [\n function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\n function(Bokeh) {\n \n \n }\n ];\n\n function run_inline_js() {\n \n if (root.Bokeh !== undefined || force === true) {\n \n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\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 } else if (force !== true) {\n var cell = $(document.getElementById(null)).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.bokehjs_exec.v0+json": "", "text/html": [ "\n", "" ] }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "server_id": "641429a070054b0abae4ff2aad618cf2" } }, "output_type": "display_data" } ], "source": [ "import echelle\n", "\n", "echelle.interact_echelle(pg.frequency.value, pg.power.value, 10, 20, scale='sqrt', backend='bokeh')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Great! Looks like we have a good value. Now we can make a nice plot" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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IXrY1bijFDytsebw8kUSPLV+HQMfzke1o5+1e9235NTQz1u8q6ShCCi+nt0xq3QmRpSV2bnUtKksuyHn5rLLIcPJdE7IttesvsqiIZkRENyM9vsdrq5N0lNVv4OlbiinPNy3a1kaMNGbPNay5aPbdWNm2+eJA9A9tjmRjc/S6tXjymFYfNR/uxHVwhsyjJmz1hItE+w6pIAKuFzfTj5ZlUgMpGYbii05he5TjpGeh7qDj3zX7pOVplcv0+3IjUo4Pg1k2oJb+M+EZvxqRffaE74mjRu6l1BdMP3qaMNZr50WBZizyzZ3oVrGKSbwsVzU8FUOu+K1G8AxKq3xK4p5an70DWrNl8pz8nn5r35cDwh8y6tszZ3nWDbOR1Xu4tis3hkbS9/gYD9spzyf1Iw1WOGJ5esWVneh4QSB7MIWz5uzcWryp5ZqVgOOOTu0uafO6HAW1xLct73YSSqJKUYw2sebw2mOFpmPQUtcalle7s6Mm0yGMGUll6fT4EXo6lbjGuZagzAUVvgsnEjthlKdVJh7PEg6DkreWhhREeNz9Cy9X24bU8uX90zvRFutqQzzLF5Pl90ilk5KH0xe3RbtxkXD9couKb1tZLMvdY/o16T7vUncy+fQoZsjC851h29faAno9Fdh1RtqF0TN8o57Fkz7uyLZJzvTkH9tIcT2XqzrkoTy35dM5nz7AHd0o5hdj3LYWIlmc2sKuwqiYuj0CK7OyJujajSDltLxhlS3etLlcSzelYeVr2OGs/3bcMEsnzdoU5W+NhXsJuF5aZT0br+2w4rjrMuZfZ1wbd/csIeMI3hsB25pYvJ9ppJ9xwc96XUMW3jrXkXnLzJmmx/CbPX2j6ttzP4gF0erGS8239lZVUdfS6UnlNpSvSHq7PtIelf6ZOH84g7lpB/FZo/Y0x10YbdwRxXBW3goQyJ6QGdtLh/Kl430rriu0bBJorGha+VkCw2hB+ftoIl+UejK900qoOfl3NpTWDMNlkOFifZu/JYrwCaomEll5NsNUwpfiR/4lOspS8W82kSaF0/rYNt6YqOGucyWcJtQU8bK2cuTTEBllvi1HURUBhdNXCHZCqFQ1XilmciE0tXXcX8JvpWML9SI/Wba1DbPYIqltBxk/wYS81H/4o5hFG6+ZbI/JxuVxy6yP3XHaaDnsplgjxv12jIlWRV8adfqErXQJapVrqi2CNLN81pRRFV6MTlB9ZN2hrnrsrszDSrHnvTEjQoaMLwX6amAliCa6EZXXkY/FWITX4sppXfWfrLmfhTlj6D9yEXs2njlTi3NkTPfEr4kbVpjW3O9tT6+Lqb28vHcdYdkvflMksnPWDYCeduHp1fC8Q1k7p/nFVv1z0W0rl5VHa87lafYgKrDw3Sontjw134z/HpjDe/pR4U9UzvcQQpgyj7t8D7LXDD2MiqlajCGb12kEVJ+PrANK5BOAQPZAWpMZDyfpumtUCWQaQXlgoANaRrN6QTKcXHRW8rHQhIRkOLI7vLX0lPINjUl2Ta341WryVIpmcXjUqCeTPa5WRtez6xDGtGNNMaoxHngarTtD+/XrCya5K0hdzfPj6adU+Vi8VnpSgNHF0TxeVAJvQk2lAlw7zJQyaPF2JzMrWrPtU3qZ02uUg6eh1uN6vGg3Ee4WZbmkU27lrV9Ayi+ywm12RQ2/7CrbhTJxRUy4zOw7SywJYnxgagLSM2LZAG28ehd9KorIpooMWtQnrj8iw84atlHVVaSQXCa2hFVFzTKflvhVE+qy37UyyZM8amWeIxFM/jCj1PylmrjI0uzps7KvF2Xz+E8WijjsiT66KHMl7KyYWh8aee+W148sfCxDMN3OKXPTPayINv834zTmCK+4Lc+deRNAezzaEvt4dWjNV4QXPqBmao70v8JmGmlp5Tr6brmuWDWHX+ljWnmXeHpP6BqnHWG5yx1C3vatdQCJMCkteQXZeAnlcXmjypqurKK03vk6a2x1+1Ez6FXKqbQrUZ48bXIqgUD2YLh/19N53QsIa3HqyU/z3JyF1KLWMP86lGeWq6VrHMsMmDR0Ilstu1o1mHEr3rP70dqeclUWnWb61gJASTuK8FrMGbtZciHFCKOUrVaIyA7LNZYlnFl/WVA7n9VXZWeGd9wX6RHlggqb6GMjUevUvqvSLK7a3j1CJ0+Dt0EqmCqisIRLxywPU+uDtxgLIbLt4LL0lfBclGOypTnWLmtPi+z33nYslhBPt1+Bsr9kuZyLFJNSVrEjMwS0kfjtXWbl90KLJtvR1Lp7YJ81B+sMh7Gm13ROo1Vac4FWT62ENltYmQd66NkV1hTJLLzOhiJmaLvmLIFE9jNZVx4XxmPvrUfMrPYO8uRBZq8/ji7MWoLOls8MZ0OjVbd3XrQRiWuVc+j+dQiPMBNY2N5qkTah5kOm8WUJ9p5HyV1Nk+yCd95plbmejTgod9DrdZNHOTiX93YS5iSbvtBysJ1EZ3taZLpVyC8lm4OZiCbPFelkx31lcYdzheoPexRrXrsn8mmuemC6WyEhkD0BkX1ObXPpOI4qcNrx0B5Y2iMI2mMhrW3fmQM4grJK0fQ2bTdZ+l44pArVidla+PM8jLv36mNuRhncxEYanRPoPmmOFylLz7s7aI9QlEV+l8H5hM7HoBTOeFq1Ldxy91RWhdruC7E4aw25YggLoSRLwyrb7qU0HWFPn+9Be1RSjpGaE1pcIwtX6yMp31uUzmeWdRZWf2xtD5tsQnmH2HaYAhHdKK4i2dImtxhpW2IkBy4obcJ2pkUSIhlLP11DzYZYSEeyPD/eC3qdX16GbFwNLAyKBU7Ij/em4zk+smbuiaPaOE/k1uot9Je7maWnvdZyaY7ytPII+8B3o+RlCfkNO2Z4tTm+uDqjHj1+nlqmjke8VE6pzAM4fNERW+N9LcnwI2odPvS9Fpmdbtr5qGqSTfMGKzUE++2mnu47t/JOc7ZZCMMelj6ICN8xziJ34ET5lOTHcV0IOy7nCu4vWTdK2dxaa8+URstP6Z5DmU8bUkG2c+x7I21th/NsZu9WP+Kvz7RX0gR467rrtVJ3MngQyB6J0iu1RXkrTld+tMc3u+KAE9U7ucm7JKPP1M/w9/iAtgapzLtrMIuFeJdOWSzS23Wlns1mpjL94gXGHQXuaQNN7LPOp7SlmGWVQdv5VNuRFJXzmuhRe3m1ZxLoavPUBsad2WIsrEKJlec+BvMsdjFEODpR30VmdB+XIKqJnTw/6YsVC0u+sDUcqBjzvyhZlmF1iFneul2yyqzne2Ph97vphjNPy46xG+11fGFi2NbX1ui5GJvChP14jPk7ydaKPOo7tISyokyOO/lHyqSN61q+FtYYPfooi5fpqXs9UGLj17BfJM+bCk7lXAeh+ELmdcjDrTW4DFvak3yec12OFpjVRZThOuup1vdaIkCW1cyVTlEQKq+fjudnXZ8n2Wq3j+rXLU9JtV6rB8u0+buzemnFi3wSo/xrGMjUGk9uH9chdhaPjcldZO1cTDw7rkwhJlLVXmT16Smk5W+KPNLxZHNj6LdzzuzdNqEIFsvjyRfSfDT+qeWn+Z1y7PeSTR+NRxW1uDV/oMgjiN9GXO0xy1r696TWFbwt4A3nEcZa43X4ZpnDJ/IAgewJMSdm7TtpgWdlmmfndliMOx+mwaD24qS1c8pcLCkLRusvrRQTVGPh1GvYM9+5Vt/iWmT9V7e+14xvp8OYBW70jSUNOwktD8/CmotjteT3cHZasl9mwotSxjShV+/mp3NMqOBZ8d0vTNdYT+YiVg1NsCItHss4irDbJRBl47RnYjQnV6stRR5S7JJlrAma6XsU9ZycNv5bDvEYY7GD7Cbyqi9S83LyOHu08q9UcgItO8jeMjF6f8Ry62tyKyKJQ+sFhlQwngAr19HHGDbRrQPPQr8V1/Wo+QGH2rleOMyZOoV2oFUj6brNOZSE0NJKyMDtm3ZU0Ghdeua5sj4r/XSk23V2ONVeGyKA9ijmSAd3+3itTnRnNJ9tptDd4/ta8WeKZOpNzEnwuvQ0cfXF5aN9RClAEo9kkBTMlWyjT3BRUxZHe/H8yKJdyyPzCz1pkPOaHYXU8jb7nXK8umSY0EFHksjEx9WBqfWXQqx8IDPN6mamWz6XJyFaEvPUkVa/PdfU8v1miMg9QCB7NJNG5qFknL1rKI81UhS/e9ONYgE4DWUSaTlZXhGKpz3kKxi7VnpqoRantlg46hi20k9pyx1smfOQxJTofAdZLB8708RannbtMTr+RdtxlcfT/zqk0M9MXM6RKEuKtz2qqWWcEIKrS+xWhlz1Gqy6YemldkrHZZTsZ03QjDzd5RsXwJKDJBeWvH2tttfKb10bz1P9K5UinbcQ6BaX+t/6RNw/M0GWP1bJz6WITGCV9nVk3J7pbGgOW4+Ip9195mFrfVo+4v9oR1hlbcij60r1HLex4lhZjr12qvWkVLjXebYWLEfmHHk1sp9pYTV72ptniLTfcGO2JchCiYu2+qvWKkf8rlNodNB7j6/WmJluzyp1e4Y4Vw2jiKWeOI/cxeJC8Qtml1jawtauQms487jNRwa1/iGFxvViW+3fvKE0oStq16z6bc6bW6pPOTBmQsPHkWIvUb06Uhhz9+rBzjcq3M8W/J8NXt/aVT76+iGQPSnZhNC0lNQ3gHu8syNwi1q7mxFyY6acnkJzsLHMe7frqmddHg651Xkr+emuTsy/8vQtQ5ZrM/0dySNWWLt40sllwRKLvyYZ82DbMb7raDsvyxLYy9AbFR23/yldXsTfF1HZyr+egbiGIDOg/Fpzpyu/Jq6zRBFJSdZ4xM1RViMsz7fo+4qoWfSvQvyyndEtn7i+8yuJsbHu6DbFUyJRhrjXLZWEsAhqF2KVT+xail2IufhjCZZnLnVGdpER+Z373kcszr5eyahgdTqVvmtGGahrDU/9W3d6vfGPIPtWdk4Nv3/XdvzyuM0beR1heVnNhEL+kx3a4qu7yBQ8fTnyLzWfrZNW2XRxQgunx/eO09E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Eyh6fy3cMceHEfsjTEkOsSSLbyZQdV9IW40Y7LvMt4jnKvBZYO5oHaYbYyzLaj1L7hHUPYQiBLrTsFLuG5fMSaBWtLks/oRsRXegadhsYs/4SCnuZ8kpc1ja+XAJ98+lCl7ALZZ8uy7/Pl0Cf3wJ982n5/HRh/Yjk4515LXNhdRdN++20KWoM7YY9NtZVwaQjz82GTRClWuUaSqdSP+3rnJdXLQ7vP/K64xauI81Geappih2hMVLeyEZa6fSMmSfZajlOrMVccdiw9TP7qEeYlOhlqi9E0vnqbkGj0rO+1PIfjPLVyjWLuPoRU25eajcptH6p+C9FAum3KNiQ8DJJ+RlZzNfCW75z+s1FMh5H2qjAI0lY2bVTVrQaYfvfcWb5RL4bKIpoY3z3zsuF6DNhIJX+ViWs45i333ptdM81tmz14XXiQSo6/GB6+pXO9tFYhvkFsN/m+OZrHVrbYHZFEASyx9LyWkLI7z5ygYnEJKM5nx0q7j12nknnY1kwji+kiTodf1Hftcn9UZTtun+vjn+xMGlnFOsLHV8Sh8NKsSgEoksMdAuR3ijQNT1qGYneLlGkE+gm88nO7ruO+LGwiSxh+yTKxYoUZRPL2Pm8H5e/t/giXWuSVxduLGxe/v06s3hx7zuZiPjAfp2ErlKY8q2EL0mspP2xxrcYF9EqCVZvkQLd6BIu9H6NWx+RNkUXKlM+uVi2CGKLMHZZBbBvPl/om0+LMPbdTxf67qfl9+fLGjZctvLytKxFuVUWIr/f3lq4uIXRg7QX6d501k8aF3BTfBPvfGiV4QBHx2JcE5F1bYkgPfY9Xa8muKXPbMErF8PsoJavtijOb8q0y+iBC14hO16Lo/+w5uEWxY0ryq+/51JdbSduiJrCZuc1JD+T97m9baVN55FJV2mVuPdAm3fVY5o4xsJz1EWz8B1aV5nKEJRjh+i4q9byETQfWRW9jDS0m+Jbv1Ly4dffI5jX2qvVHlPq3Jnu0fVOD0s2Ys0zRfzyhtPt0Xbz2Ui0lnztXG0+MefORppFGiL92Uvm2itHEtv8Ztirs/rzbLKlQOPGAvc7qnYzc4CO1wIEskezeSJ2Y8rJOHNe2Dn5ewm7O0/W9tDZqDeByB60MyYNK35aOFDYFwBEurHjac02MB6j1TyvGX12QotfHCvuFrXzbC3ER84R7d1+22kYaNkstopkkYje0tAIRNdiARiz3WNLeUOWfhLE0kv/07G06yd9EtH2iBz/XI7v6cuXte+TVTnBVwUKIcpo4bljZ51L5838wm4vtJPW4kGmraEtBGeIchdaHp29bk7I8ljj57dA11ugt0uky2V55PFzvFAIRLdbpBDiNr5vogyp3W6x3obp8c0kkr1dAr29Xeibt8smjH3304W++/lC331bdpS9rSJaetwzvdifp2u1Dc+fl0kjEi2PtgyIPGfZea0ovkV9Rz7+oGq8Gdd+psPpmftU224JIaPlIHuO3PNslEkJE5Xwm+3o2L3QsxipC2KGrWb2wIrvmS970Hw2K1zr8mf5d5rgHdk5K3yWn8cGDJ4bgc9zlk3k5c+uhS/O0nxKRFERomqLtqo/YBa82pGzvsoXjzKevH7PnM2Fquy46FiaH8DzLcIoSx4putV2jKQALd/FKot1zjsWeZFqNwHseEuo2UKZdVNQH7M8XC3NdhiZJx9D6RhfhxZJ1cZHxT+20ISyfYzsJ/m8xNfL2Q2ihrvV4Y5N4Y5ZHYbXZTHeqbRHst9ocPvbRHOwO4FA9gzUbr8od3NDeap6R2ZJqnSe6kXaDdoRNCOtTWxnwe+ua5O6P53xMmQ1yBWLRqLahLstYpTjqZxmqsrkUMaf3zI1wZQLRptBXcUyorCJYpGWHWUcuXssJZyqd3+32G6k+fvGpCC2hMmPaY9Y5t81oUW/XunIyvP5gT1w0X9k0DVBa7Ku3V0dpeYUy7ysMNa5pU6XdlvEzEUc23aRrY85fv50oVtcH72MkS7Xm7nwtv7qJW97Itp2jKXdY2kn2Xfewi6Mfb7Qdz8F+s6nt2UHWbisL+1nL+8npd6D/v0QDQ9WsyFnOOje+YLffLDsG/+cUjYlnzPjudNvzMmWwyid/JCdE36BQ9DxLJCaXSXuj7lFcZzH59OeXAwfbXO+01c7Vxwj2sZqbZHmRa2jTkFbi9as+vUzKMfimljrMUz9eJp7aW9HJVwg5meRXYezPYvu9yU5zwfeSYn5KpuPkApAi0jGwsmxV/g5PVjXZhzXXMogvidRT869pkimjM0gzsnzWXzrmDjRPRWx62iFMU9TeV3VYgzcyPAt+sc2COzLCGP8rv9TtEXzN/dRtfx6sPxWaXOLsCKKZ+y4blwEuz2qdsuTtsG9X3MU2Cdf080qR68gqPXNXDAt10Nb2UPY3nVorROychnhjgCB7IHUFgiUzhUz3u6E1Admnl7NadknvDhsrD3IQZC/M8l6qXab2o6vzHmrryW3tPbvethWndaOp4FfIxJlO0UsMUs6raaDrsUlZTHTQX6XJm6f5vPrRIaxZAFCoAstf79y6Ze7KHajsqwXpaYj7db2EvYX8BPtfW5bGIWQ7Sa6sHj8fCGgUd6Eu2OtXroqzmx9Ua2MxjGRb0wTieJQmO3rHGOjkw5fVKTHLLPrNuzMLjYu76BL7fAWlpfiX9ddZMu7wC5ERHS9RbrdIn26LGP8ZpSY95egtHsSR9MjnJckxF3WRytXYewH1t1j3113ln2+hP1x0LC/h0z7ow7yDqp8Z5m2aC9oea8HbmuOmH5tDhlJox6gtGNHXL6R6tGqtVxs+K7fc8OqsPuGk6+JID3tmIlXVI756mMf7Nw2nwgBT3bN/bgM19/55G4wPpb4cT1uPs6y+Oz4vXGLkiTaqZqm3i+9L6qWfgNR7mMeqSkZv6cX2OJePRXPGM3eJSrTT2Gy8PuxNPdpN8P0vHKfILI+qeWrnWsd76Em0EZxUI55vVApsdVeWCIfT3OEmii2NcheFq0UMtgMND/K6oOtNZh3qo9s8PJqKcpBzO4b2faYZm2OLIoo/KBa/BY99sdaK/G575loDiuyy917LWe9Zqm6Nid9yMrxIpaJZVodtrYHCGQPRnNI5bn84GLtNCMngxHpTkzLkepFKrl6mHnCW2txEfmEEJLhZ+/RMCeB3NnnaVl5HaJxh6uanyGOac6K2rdi+1qad06a8eU7w/I05Z0EirsBTO5hkj4DlX1+T4ennYsg6cXrlsBliV9cJNPEFC0tfjz7nV0TOyguYNS4eyfJ1kR1BPlC1mXc8D/S4R//mzhGaQdZ2F6O/+W27NL65lOgL7cLhRDodot0vUW6xkhS4E7l2cu2/OB/3VT2hfTy/UvIBbIf+Lw8Xvmdtwt95+2NvvP2Rt9c3rKdbZlQ1rpOvoi/w2L8FOdHWUCXYk0pmGTijpWodupIYQfG2chi3fPi9P609TJ5RDuZb+slvNoiwmwnEmHEzSprntnrSp+/a/5Nqx+XIrQRbj0ZRLijo8RqVyksjAxHy2Wo9gPmA+3phOqNRT6GW4vmff7dd5FlZc7ilH7LUbPUaxN6xDEzvLIaC+K7ufjLtaJ6/1SO8bm+9D0a6UbKHw1toPmTxfqDtalZs6Lds7+CyecKI3qxvhHxZPmy77yTOTvbjKmyo5pLn9GYP1toYzIZ9dwuK+8VtMrmzt3os5VxYoVRA3gNXzrF8pK29yiznrDS0uy2Z/K34mvf4x3jW168LEYYvjZIdjJLYzWvURhLvlaRa5ue8eYFAtmTo7V3UGZANRzlBlNzRI8q5z1jbn/XlD9Sa1fSHk7GY58hPyjLoT2XrqVVo3VJXOE+NIaVskpxjBsQrc3z3/2lqUXhCx9ezvKRt1xEScfSciXGSJdAlO7xRSLS3PmsbwhHfROmKiKZ3OWjxyt3/fA4sjyWY8s947BH4EVXUSePkP8uPGOlkWSeo1h3ImcRAi1/oCHEbQffJYlkbBfZdz8tj19eY1gEMvbiMWtRIgWyJGZd1nCL0LU+0hkW0es7nwJ983ahn/B5F8e+u/775u2yCmP7P96Hct/c3n2YvltNowlR1VYUc8Rs56g1Z7jsSo+6Q+3+dti2VrB88/50dCfY6q/8nOXkt0SGHmc5u7mUjlmFZOfiYuTzm0tG/jw5GaZVp9ajkss5Yb/rSVFVHHMI3BqacGA1kEcc8nSxzNeppJMtKBo3EnpIPpYV3bIV6pgaK8KwEKGHcfZD4Wvx9GuLP56Pla/sl5meJNNh32Wxe2xiMe6tiLzjSsHTkU/RX6yM5ATKTyl5mddaawBxLa360hbnXmTaVrt520yWJdnTtO4rRLL0naj4vuWt2SnSr5evo+QrdKoofpAZVMSzKOpCfFrh+YHNv2qsUWUdniU81WxQe73ZtyHlXn84ghPYuGvmrq2d+Gmybe2R1oFA9kC0RY88l74Tsd+0NnrNq6bcsKmL6juRr93t7moNak3Mitl59l1LmFnPwNMwhDGrbnqqjLeddQelmV5jsdi67mzxosavpC8WOWewG7W93S+bz5LuUkYWVnGU9Jl7/QibAJLSsMSKqoimHCdxjF9TOmcugJTw5rUY0XPHgWi7M1xLbHDQ1xy26ku1t3KUOwlrXChsk11YJdNPq3C1/Ft2dsV4oUuIdIuRrrdAt8oiO1WH/MMLIfB30S15f1p3kL1dlvebffMpLMLYpwt999MbffftQj/w6Y2+w17kH0Kgi/L+Mds3F/1Nrbc6lrOdB3Kswg9S1Dfrn/IUF0WqiTjKvS0GvAUVHKkV60ZDZAE8N3a0tNKxbL5ulcfIc+TF7fkiuT4Hye+pfT2P7u1x6mGt8prHmc1voY0/TTgj8tWdSaM/j4pUcp6W0eP6P01cL3yIIsA69yqLa348L8/cBWMmDDmT9S78PenW9Hv+rjJtB9Do0xh+sU85tv2P+SIiQFwn1+BZmCph5NpD9iNePtl+ms8q54qtvFx0UdYutYWyBj+3fXeKb6NjXxM4Ux5ant485HqFj+8oAi317utU3ne3yvP7J8kARUG5X52KKb931TcXAGvB/MkY5/X1Ypp3j+wqG909lvC+1uFeu8i2PNl3y7YFcSKysIUfmYsJLKO2uD0CBLIHsxk3w0nWfmuimpy0UkDNcZJO0Zljpjdt+852aZzawljM6kCzunxQFfVdBu+m5/o9TrI2cfMEuLNiOSQzaS6ElDD7nSdWKOaEh2y2VI6zdIj0RUGahGvvD5NilyV+8QXXRSmD5RNkiy8lnBYnO1YJn4lsaSaxxActujPcKIVzTOUCTY1Hu/OUHrV8C8vOrE+XC326RPp8IYrrny99W4Wxa4x0Y3/B1Lp3kESwdIyLY0Sr+MYel/z8Fuibt0CfL8v7xr5Jn28X+sR2j20Cm+gv3GnifS8v214ezXF+Vmr20bPwaqZpOaR3oEewqDm38uaONdfUypAdU8KZbcDKdcR5jOukYsXnIo1m79U4SjhTPBWoC2Nma4MRxpVWw07XFnC7n+GvacvH86SghZWLTS0fdTFNvn7Ew8rXVuxigDLfizKq+RjHa7j6S4c4FoovevjdPpQCQnbOI0KREG/CXp9bX5PzKfctaukqQp01F2v5JLL2Jb2PaXF4+Gx8V9Yycs2i+Vc1QU6zdTytqHz3cGQO8gifQXxvjRPttTHc35ixfuGPTbvTkmMipWX4Odr3LIUZC1Q5oVsO4hY8n7fl46hl8uO9ozeud+yfxYFLdaHZvMze6E40cZHMmqN7gUD2IHr7mCZ0yfMtx66W6Rxjap/ruTO2p2dHMIWfiqqY6iATnq30Wxl3OF38+BHjIh3e6nWzQ9bCzcxHc7zV9I9bSnmnIK+8yAxj7mRzscHa4n0J664eEVYTKmrvF6vFUY8rF2n1Fh7X7FEyg+QEpZ+sY2XOLom271erzQ7rW5gsAYuFVSseUf7HFQJtItny2GOkz6sY9nYhijHQ+y2KRZpSFtpFrHTssqadzoUQ1r+YSfsjlm8XegvL5+fLhb65vNFntnvscgmFOJYvOhQRlUTbO5rGczNDOv9nO1FqW4p24N0opoNbWMWu0H2dv9qd30P2OgkLihBUhBW/g3bO6ADZWBd3szUhxItnFxj/ESO/ZnssziQfQ8E9prKqVAJW4/YV0Yxb8+X6E94vSBMcghJ0axdxIzGJGVoBIwu0hMsXj49YtI30L9e8a5yrCUmknJNzXrbYc5avnee+mE9x5O4efl6WRSOmf5v4spet6otSeY1c1EmJpH5miX+SfE7VzaH0J7XqqvpZih/lQe7O8ewgzNYh4vq9fTo9PpnGYnZ8S8yXZo97KJ+asJIOxvcsQ60T9FJzjhr+BpFuu2R9yj5PtI+FIOK1HtGcuZPr3rvC9nyXT6vZPP7qnla5hmvZvBSOSLevM2oFAtkTUOsAmrOjWSPtToz1IsxZuDs/VQzoASc6i8KNmcgzsPNRVJQ2AE/054euVzPM2oHkzHCDncedd2WtlLTzmiNFlLdBECfy95NpcVdhK4SibpIAInd/Wbu+tB1kPF6Ku31n5cr6mjEwauNli6eM2WL8CGFucwiVetQW2s1h+6AJV3KhsP237CBbhKtPMayT79I/bpHo05vHId3fNcZ3jC39JGxi2ae3JVxY8/zmsohhny+XdUfZ8vvTWyD5xxz4jkUiIt7TWo5/aAWkcvxvfYD0tvZSs9G9yDnKdKCor8zadFaL47iXMR0pIJjn0+/ehLXKDCFzRps3PzYFxHauLYHNEve0OarW7tbusZ7FgxksjUklXx5Xs9WhPNSHmI9TmndB6/BM/NoWHSxo1lgVoavot2ugtDDvXaR5XJEzhdVE6QeUDlpxbetiOfNbkm9Bsp+xP1TjLIMsT/7HFcp4UpipVdyonc98yszWGL7eFta2M0VfFOnzPHXfT/wmvSzcp8uEjXhs3tPitsaCWUYlyow5mb+kn8gY27S3g1aO2jUV40c7prSTeiej0neH64LNY9qaSLNzrRsrPeF7qK7zDEZeWTSDM3wq+1F+Y33IwxB1/fERLxDIHoi2QNAG8XKgPhJ7B+q9nDeevvdOkaRaL0TqoIjK99aCxZroR43zkQnOlW9tIZQFqy+YHqGH1By/jZifyMMrLzwXaaQXpkthTHVGQigen0zHZZ6pbfgibNQBVjKspmE5gFsfnz9HZOQ349oZLXW0lrBj0g8UN4EzCVeB1s8QF2FrXaXFSHSL9eve30e3/ObvInvbxK0l3KewvleMiD5dll1jny6B3sKFPoXLEie9mJ/tUJTi2JZ341qLCnPESzxq/JpUCqTZ5I+GuYjoScMZ5mizLoLT8t3qI553jLXEsdZ3M/2BTsAXu9b5bJHGVvLqIru/CNNwt3FrTLUqkolk1XIY+WwaGjvG5yNvHT7iRdBeTAGgMh/zOTcd2z4d87AmLtQW7/eC+xBcAJMiGaf17irPHwrhfrraFRsCSg3d59tFMp6/TPcZe632bslqWO5Ha2GoFCtn+BXcR478IFXqXVOeSW+Lqv1x1JG2Nqyty82sHGG8PLGZVNFFVX+c8qZv/hcuefjuujnYiacKZCGEzzHGLzPTBJTPVuIu34iT9YjxV0z+B/qtddeKqDFREC0vJhUGergQHRehXn9DM+g5N9KmSrc6lJ6eR8zy4rTucARWaZGEWEV7mTVnbHt3GE+vEmdfeOV/4ZQfL8LygrIJXV2IhcZ47bhDl3TDrE+xMpwukt0h3bzd9neRhbA8ZhlD3ESuW6RNLKuRdoltIhktfeRtVUYva5hP7K9S7o927o9Ubo9VXoT4KvoW3zmQC7llObV2nsEZbdUrBmX91OiYXISZ4Zhb/f/Rgoh9sqFkUcV2OCtttk2ozcFHHiMZjVvEkHdPSk+8TENb0M1ipHMrjaZdStY3tl0j9lhrLfzj+r9tYeItLuX1d+/xNvZi/HJuJ3kDL6VP+QJOXuAZuzas94j54urd/h6L8Npfr13KEDd/iYds9aGakCjFye7+N7AStx6lt/qCp0y5S+nvU/e8YSbrvVXCop20+LsTpdu+9VPtLwcvvmavrPVWEhVD0MW2V8fTJDV75OlXRWITubSDdPGnQgj/VAjhL5uc7ldP76JD+9zOP4kCfe+dDVo93LsutLuJD12UdUys8/Nuh2kthELIFy2pPrkYESivZ/Xl+0LA4HECC6eViYtlfP7Ovjg7+0hfqCVdczpG07wHnvxTKy7tH5R2pVXgok3U+nQp//HHM99W0Wt5v9gijqXflxC2nWHpd9phluJeWDkuvG9t5XL2g6B8f3SjHEExtub8dJcCfR301pUpWt1pQezZYXpUQHANE26z+TFDFDuKXLA9gqGbZMWBWPu5jfOonWNpZvXBAj7D2Jc+WjO88d0KU+Z3nl2f+i6jyrnev7LXM8aPLIB7r/4jT7EWnndcWmGtY610NLJxopvaZrxnRttJ+wz2TPI19nEJ719nXu9sgexCRP8LIvojIYT/cwjhF4QQ8BhnBW3xMGvQPePgJRrr0Oa1OCZuj1D2rHXF8TxJ8epIoYwfT8ekyCLjZ2l9JNWpwXOXTker0vSXKNM/flyLm3aN8Rf/p7AX4iJpEr520StQKMSsVr/oFcvAx8IUBs6yvwMJT/MhlJ1KnnD7cbl4s0s2ZedN0B9zlmGUr2Ww46XpoiVW3TXvJ0/30Ty7bW/eeLxTOXpYBPavtcc8ng9XtyeOMW9VnH1z78O1yZOR+eYnpD9bIPupRPQ/IqLfR0R/ExH9G0T0/wgh/BMhhJ8xOS8AAAAAAACABRZiAAAAgJupAlmM8dsY4/8hxvjziOhnE9E/Q8t7zv6XRPSfhRB+Vwjh7wwhzBbmAAAAAAAAAAAAAAAY4jShKsb4R2OMv4qIfhrtu8r+ViL6PxHRnwwh/FAI4aeelT8AAAAAAAAAAAAAAB5O38kVY/yWiH4nEf1WIvp/0vKo6E8lon+MiP5ECOGfCSF85+xyAAAAAAAAAAAAAACgcapAFkL4G0II/yotwtivJ6IfJKJ/joj+aiL6HxPRHyGiX07Lo5gAAADA/5+9fw/at/vugrC1n/dHQuWQhFblIEwABR1aSkMdSqYNCBbEYSDSzIA6Gg4WdCAzjcE6CEoAnR6gWjkoHVCDoKWFqbbSAB5ICAQYCoiRqS0gBBSEmklITDiMeZ/dP65r72sdPmvtva/rup/n+X6f9Xnn+973vQ9rr7332ut0HZ5EIpFIJBKJRCKReHHc/hcmSynfg4j+ESL6eUT036ftjrE/RkT/KhH927XWv7Y3/YZSym8mot9FRF9CRP/E3bwkEolEIpFIJBKJRCKRSCQSI9yaICul/EYi+ulE9DcR0d8got9MRP9KrfUPo/a11k9LKV9LRD/uTj4SiUQikUgkEolEIpFIJBKJWdz9iOXPJqK/RET/ayL622qtP9NLjjF8LRH98tkBSilfUkr5NaWU31dK+bZSSi2l/Ban7efv9d6/3xqM86WllD9cSvn2Usq3llK+tpTyk2f5TCQSiUQikUgkEolEIpFIfBi4+xHLn1Rr/d0rHWqtX09EX7/Q5ZcQ0f+QiL6diP5LIvo7J/r8J0T074LyP4Eal1J+FRF9xU7/NxDRZxHRzyCif6+U8mW11l+7wG8ikUgkEolEIpFIJBKJROIN49YE2Wpy7CS+nLbE1Z8moh9DRF8z0eeP11q/coZ4KeULaUuO/edE9HfXWr9lL/+VRPRHiehXlVJ+R631G9dZTyQSiUQikUgkEolEIpFIvDXc+ohlKeXHl1L+9VLK93Xqv+9e/2PPjlFr/Zpa65+qtdazNAb4x/fPf6Elx/Zxv5GIfh0RfTYR/awHjZ1IJBKJRCKRSCQSiUQikXhh3P0Osi8joi+stf5FVLmX/+i93Uvi+5ZSfl4p5Z/ZP3940Lb9wYDfBep+p2qTSCQSiUQikUgkEolEIpH4wHH3O8i+gIj+w0Gb309EP+HmcUf4n+//Ova/nvmltdY/z8q+GxF9PyL69lrrfwXo/Kn984fMDFpK+aNO1cx70xKJRCKRSCQSiUQikUgkEi+Au+8g+1uICN49xvCX93Yvgb9KRL+CiH4kEX3e/q+9t+zHEtF/tCfFGj5n//xWh14r/9y7GU0kEolEIpFIJBKJRCKRSLwO7r6D7FuJ6PsP2nx/IvqOm8eFqLX+/4jon1PFX1dK+Qm03cn2o4joHyOif3mV9OT4PxKV73eWfcHimIlEIpFIJBKJRCKRSCQSiQfg7jvI/jARfXEp5Xujyv3l/V+8t3s11Fq/k4h+4/7zi1hVu0PscwhjdIdZIpFIJBKJRCKRSCQSiUTiA8PdCbJfQ0Tfg4h+Xynlp5RSPpuIqJTy2aWUn0pEX0dE352IfvXN457Bf71/9kcsa63fQUR/gYi+eynl+4A+f8f++ScfzFsikUgkEolEIpFIJBKJROKFcGuCrNb679P2zq8fTET/DhF9Rynlv6btkcr/GxH9ICL6FbVW9BciXxr/k/3zz6jy37N//n2gz09SbRKJRCKRSCQSiUQikUgkEh847r6DjGqtv5S25NJXE9E30/ZY4jcT0f+TiH5irfUr7x7TQynlR5VSPguU/zgi+vL9529R1b9+//zFpZTPY30+n4h+PhH9DSL6N+7n9v2gTr3B7e3ST7wOyiuM+e5kqTx+lYszRtmHX+XgifUo5fjnti8xH5i3+bZNZOqk8ETN3pv4JRJvBR/V2XsBvZ5IXMGKPU68A7w75zvx1nD3S/qJqN9J9u8/gnYp5Ytpe48ZEVF719mPLqV81f79m2qtv3D//r8joh9WSvlaIvov97IfTkQ/bv/+z9Za/wCnX2v9A6WUf5GI/kki+oZSym8nos8iop9ORN+LiL6s1vqNt83H+f1SqqHu/ytl+45MVK0VGq9aD78L6TJef4k/8N0ddFDF59i+w6aNAJ+AIiposSq+ltE+3r3Hpdh5l1KmAvXRPkV0vLot2TE3/sp4aJyVIfreIJkF7eYJ3yDwD8RbczdKcEBKKVRKpbKnpp5K3RNopddxfEKFnqmKZBkR0fPe7okKlYKTY+37U9npD/jWLNd936N+UldWqjs/nGZhjSI5bHVc9zSd440ZzUVvA5L71bPwWrLW5rKqExLX4J1l7Tes2pHS6+Z5Gco9GyNlZMPbtVo+XnPrzvg0j4Dvm+Pys2i0HiEnXHV8iEmyFR/7NcVmxafe2p8f65GucJ9BeGUxnudLiFlbay7TrUyfzzvF4qVl7NFhj9QPLzu/hyTIHowfQURfqsp+0P6PiOjPEVFLkP1mIvoHiOjvpu3xyO9CRH+ZiP6vRPRra62/Dw1Qa/2KUso3ENEvIKKfS0TPRPTHiOhX1lp/x20zYRglU2YwGxDN1m9JBHygp3kiPDc3gTUYZ5jUGOjMwjMjpUi+nM4oSTezEmFy7A34V03ZoOUeyWNpBAzNzQjr/r0pItr6BPs+Uoyj+iMpti7HrU9LJm9lTJYerLVn7zBa4eAsuy0Q9rp7QW6l5ihUlUw+5KXRbp8tqfXJE1F9LvRJKfRJIXoupd/7/ESbcq61UqmlJ8A6/SqTX/yW6ZYM60kzYgE5my9KfdXa1vDQjwTmXtWPniSjQx55Rr3oTDuiw8pMkgzpRye7VfXnQLe+RXTZQnUvFGt5a/Raa3fHuO75Dvro8+3eKToI1KJ+QyiDNmPfg+69bHT+UN1Mu9fGHX7nS2PW35uhM+vHPeLCtXfhw7R7CWdxwodZkeF2Vr0Lp7xNow1dw4UxZzBcygvR/moC6i7YixDzbb2yOzC7lOIcaEcm0ud3AoxzdlVqo2eGqOFvp9uLYjY+0ny+8XsDTuNhCbJSyncjos8lok9Qfa31z5+huz+i+ZWTbf81IvrXTo7zm4joN53p+2icdWpGCZthcg0cnpkDHQVgmr74dPo0BeQ5StPO/UxyY9AGJcy8tZy94HFG2ZiEFONvxlnRZbVa560nM1qQ3wIhjxCrO66myPo+DrtCWUG/YIhlVLTAe7KjCF7llR8j+41PtXk1uNrqGl55ixHtDLhOtEl63GFZI2GAzU/eHUiHPJV9XZ+3e6roqfSUEz0Vok92nj4pRE+l0GeenqjSMz3Vg9cntuYNja9PWDG/O4zfNfbE+j7td6jpRJumXamLzE6P6LnavRXrUwo7V5Wee+pNJsl6c7226E4B1iVKjpkrlgN9Np0QuNmjO3PGR10i/TSL6E4N8Zt9gTYAE8djLnEY40wOf9Q+8kOmgl+2PjqpVpx209A63jsczpmaohm1BTRNEBh2WNssQe3IQKxv+oivnSa0bTcGSWfUysoj7VI0jrNdWZnoMxin7S8Oen2+kP8YobIOU8m91e0nOVd0QUwfq1n9Gt0hOioTAy7gVKLjgk17qTvgoqc2TtEL6Jy5qz5qI3x81N85X9O4ySdZocJcdlAXU3rJnNisH+i1j9vep//jO82d8e8ZWuD2BFkp5R8hon+aiP6uoFl9xNgfGoxSchuW09IHDTBP+rAg3OSCijSYzQGI7/CSyQV7QcAPNLQC7X1UOU+O6TaK6N6ROT9MM/PkRnS4CkrGFXIfiYJr2fpSYBguovTBFS/t+4Ji1LzzpEbfY9YWeVWl9ap0rJN2kHp0L8cqx4AuvyPDze/qKS05UY46njhESUT96JxJrAHvC+1tkweP2V4VXJaJdkvXvcRVKLvlRXyX53yTAb6lTySTrU97be06pxA9EX2mPlGhSk9PlZ4r0af1mQo90ad8nwjduXXw81z3O8gAv4VsguyTQj11pSWM67Fa+R4XeqI62Aumj3ZlVPnciY8rxH8rQxtbipQz24Il86osA7qpMz116XdR0IL2UbKltwnOGirX9IS+ApixbfhxCTye7T8oGKz5I0Kvq6oC7RsKgPiewD7cVOjy4HeIQWLC+DZqbNg9joQu8dT4uh0n5CrsccYPFXZV1x0DRstzNgCbCfLQRbFR39AmDzbSqAKvjdIxur755ERxUAkRXtSkfh7bT2GL2vjAx+001Bhl/93W1Ohj7gMWXwZHvtBMLty1fQtjcawmxm7Ojw8vVmj9K8YKeJJ+3RpPRI7fy+LOaSJ6cG+BribXApIVFRJRFTECc+92eP6IN07/DWjYPoF+mkh+zdR7uhH3GTbp7VbkaXYNDSMXM3a3JqlKKT+TiP51IvqUiH4fEf0XRPSdd47xMWLqQp/aaO3cNRwBnCMbvAFreBhb1Vx91wZZkq7iO0+StTIdqOlxtELlQVvdF4obQRHUeVDKzLtsJxJCRSo7z6kr4CDqtXSdIeD8oH2AhqvNBTBv2lf71b8C5d/txS0pT27wtjipJvtqaFqCphqT8zmDI1F5bCZPkompQTss3xflJYDbdyQTyEcQ447mACYl5HgRET8ePAds9nGo9vhVeyddKSxRtnNVqGyPU1aiWojomegzT0RPleg7K9F3oULPdXvb2GcYN89V8saT7Vt97UkwzW1zHtua2DvKyNxNVut+t1jl9PgdYXLsNk7t7XlijPrdc4e0tHPD+wDmSSbNmn40qNvqCr1aHfHRBsRzNB4Rye443VMpIRSkjYDvkq7wO9EgsHIrr7rsCmcSFqP6RRYLOfqelBj1MnA3Cevn2bxZaB2HplOJ+kWuytshHwg5AFecb+V3PQyAx8I+a9AW2fQVmKTERPsV2vL3zWeKsJ3kTzd47b06U6Zk3cuXRzPjPGreluUK2I/CCBnbyb84THLbegwDkmNs+CIbb78vnDWkC5YD7kUES3KN7k64+QdtrBW+Zsp0/ezy6zm3WMbGEspxVrLH6ZTWZjDuHXpUxwFmWIePqn5Eeu9MsvbK/Gb1QddfExcUTvHxqMP2wEHvvovrFxLRtxDR/7TW+p/dTDtxFVHWHWX0rd5SlkbeeaOb6TtzhBMasCcSS8zoF0QjcFgQSmWPYwHFdDgbgbNMQNmojJZdSydiALRPoRnLau/EQwEKN7CW1OD27Z2o24ZFSTwhIsavutOB446vGo5pkx1jfcj3VBqp4y4zzRbqI+4mY316kmzAg3agUFl3DBxrzc9AJdgEtr16VaU7sohfZ+zWdnuEstBz1w3tfXXb/ysVqmVf36c9gKzU3yVWP9kSWM9mLbY7zNr3yr43ztD9hnppS9naHe8ls30q7fqsHvMv1B4XVW0r79XWYqP6vJfxvm28p7YGgknDigxeqr2DjXfjyTatP3Vb45SelRvg/HqAQQXQa52/Vq95A+fFDe4CmAQ62fUziUa2Z16f18ZoK8W2T9Dj+2b0di9XYzs2xONrxWFHutS04WvAZVTbonCgm234WYBEtqeb7+QPbQnKI3J7eDVIOp+s03d/Ur/42dB8VtRX/Fb8xMEwZlirVpdv57sI4gnrM+5HEcVnqMvLLktlL6y7baJWBybS2kaTKEoAtT/Y5wHKI3hzh21HsnNCuJBpK6LevibkjkQB0m/RXo/0PbwgsScyrS4/oYvVQYP+BWH95Mr3NBfrWNojZDdUHAH1oiazMGRrP0pozdL09BZf+5U7yabGHPgh4fuMG41bOPFxd4Lsbyei35TJsXmsytodomkUK5E90a1dPfpwRdedC6XYOpkiHY5KY6VjqnXgzxWNN+4IhbrB1+8tQjyIQJI7WO1/2ngEzPSlWVgTMLSBMJaliLtKWCwi6SmeOu+9PVibriAbXbUe1JT1VtCXRzimBw3BoxC/5iWpu9nYREpva9h0ESUcsLPcjJv0RnmSrL+8n/VrpLljWXVfxB/47crTmYRFEPBrQAeM81WkHM2AB8/HY4W7rilEpe53g+1za3doPdftLrL2iv1PSu3JJT6tpi0+fT6+z5yvUkgk3HhSrJTjH9GW1Kq10nMtRM+HY1KY3Le5brwzBdrKWTKsadq6j/u0N2x3o3X5I+dcNhlVa8HxXImeWgpSJY+85en6ntgeV/uutykseJudOhjHlDA9gYkdusLJf3SZRI6gRmWNTBPkAXM76rV7QXjBmcdSVQ10HsYEhhPBn9gyZZhssmw+yDO8q712562DNSTj6qysBuRa5/PzxBOpZ6Btv1unx+Z91GKh+SFaKxj1vXIs5t89hpNk/TdZv0i7eMhnM/t80xHneVvoLwz8ia1Nhd+J7D73PeZJsl5ZTJ/Ky5UO5W2av6gJaF1vaCzaGuQ/jdqgeuQbR+Bnozjlov0JE+qNC8uBHgjpAJvo9Vv+Qym7Pi2qmifNe7luw/jT6zu7N0tH0fGptR3UdLWPDucLeFmdywj6UespnRDRU5+ef/TI9+6hV98Mz9iNPtbdCbJvJqK/fjPNdwHup3j7iwzaLHjAI8qVVROHXTn40tGXiot3Q3Q9I2+ZkTxz5cKTY9pRmT4SMhJyjZtuXonMO4D0Y27tp3EijuHEQB7/Rvk60Iqi99UGUilE7sh5zjAeUAYzBU2UJUHaw2uFuEgV08V7xJIzyxNvgB0XlQ3EE1uGAGsokl79TPLIkH2FUaKSBR4sAxscBZ3eZvBzipx2Qd+v8mnTOCjygmRLb6fEhY/YO+r6WPvv7jBv5aUe61bKE31a8B/oaEmz56cq31Emzlkb9/i9tSn9DrQRaiVqj942/mufJ7Greofe485FSxBymd7+wub2mCYR9feZtSSakd0GJo8u+43X/SDyfXVtDVNtkX4k1mbGHk0tMRSiwDDyZmCsUR6Nt/ecdpY/MXVu4vlRkfNNOKsz9HrWdq5bUF3knQzhy3arLNBJjFkfh79kvT826UxC+zEmWAMdkX2e5S1KxLgdVuGsmR9Ec39kbr2vhkE2sTT3brCZd94SKT1LfuIiHE/xi3w6nxe1z85FiBlfmLmoNsGuknxEetyDiF6DmXG7D1mPiyrcBh0Dsa8F32mmy7y/0tzH0e3FeD73o3lFfvksnPwJEV0/G40+0dhOaVMo/PkguTWC1rucj9Wkmw4Gq97r4FChBLSXCI725Ky1jfqhOqNr0EUW0WG3T6hcQ8VLbe34ejR/8yCDZzBzBiJd59U96pFMjugPzT0SdyfIfgcR/dhSSqkvPZMPDEicIhkTTs9crAAdM13PP3XCqx905DCyRECjIfqy8XsdSIBFB1bQVI6QHm9a3Ip9r49OXGkeehtuMPbKihYYOSskFZzu4mHGOdMJL80Gv2tE0BrocE0fBTOwzV73VLY7Ydx3jLVxVKW5a4yNN6uHUTsbr6pJdnnF5b3P7jDiZFeVtEjKSsQ+EmHPAdCO/BIcoi5vSgeobXFR2GfbZr7nT2xha6V+F1nvv8tzSyZ9+ryVPynnoqoD/OmzvPP0mSo9Udnv/rJ8VtoSak/1+N36blSVfBLtyTSphPpjmeXoh4KkxkuraHeV1bL/MYFC9Glt70KrVmeRlUe5Dmp++/7JlOQxF9zJjjVo9nhwOWSBANKRJpnOfna5HAXn7fPYKhtk1vix1nb2PfpLgQaRHx05cIMHHYQQnpte53As1kb/0Y6NXDW/xZbuDEe+DvojCfBu5wGvjWi/yKVt+wQttxzaBeuLPTKkQG5bK5sJ8mVwfMLGMISJ2Krv6rJ7GpURze2Pt95ojXg5T5Kh9h49rffdfk5WxLiSTsKhgGpExwOUiWbWSqGy/2i2W3Y+xi5EhicCZTpxUNR3nUjRba5gVoShPlfyEEHL0NSY1X4/ZMcS8vzpqN3MH+k6bCPuNwJKZmkb2PxgoxP5GiieZpOHqP9s+5A0sPNe3CwqewNtcB/rOZ0JCYjsXEAodPwW7R6fJNt4mPtDJHet7t0Jsl9ERF9PRL++lPIVtdZvv5n+R4UjkFKCxwr0Rq/KYKSEGn1kZIsqNHz05Bnj01GCjQ48eCMFCcZvyTHzbghnrrJMFgoSQKfVvbyq+sa3foxOzBnMRfzFEwJwLPCMs6sTWfq3frxK+UTy6qtioYAO+vFCcZdXS2iRbafba/lrivaZJ8Sqs14DVLCezaEzcqGSYbqcqK078AIYPTdJBvk7yKAgFMkTpENq/5yBet3OIziGU/ACZo+ODoq3/mz8fV2rErKyv4es7vL2VKp9/1hljh+RaVNr2enbd5fto1B5Ph7bfGa0tFtU685n3ZJY/IotTHrB1TjuYttXZeN7T5y1u8ZqX2SkyOS6Reh/xbM6VzaB4td2QSd7GQuCJUFd71PIpRxfFPG+gwAK6UPeDuoh9Z23E8EKXz+2BuHyFzuuoE/B2fMIX81Y6GHUpxhbjQMDs31ClX1HY/jvvJQNje1xFih0yIWOVudnsHbYVs3x5LV/KeizECbEvANxcryrmLkLwvQZ/L4DM0kR2G9E1PvNExmqTusLT380syFUhXOu4HmrjHbz0Tz/MXBou+6N2iCfHdTNQCeX3EZ8LoE+nRHDGXW8/BdGLwDr6BL+JsJrPvpL8UTcVtpXjrR67ReY+BDQQ/0fvoQn5MGUFTBfZzh9LIwPP6F8vNjBUSlum1EdXxqULDuTJDujW2cSvXfh7gTZbyOiv0pE/xgR/UOllD9FRH8FtKu11h9/89iJRUDHmFhQzpx7lEmWL7y37yDQgQdOgOH2OgjTfaUzJccwthg4t/BgsWBXJOGacePJLX2wG79eAowFHOavT2oNMaPZWJVxmLiB2//X1qVqmiBZ5iY51NjNCeOFOknWG2jlyhhF72FVcgABAABJREFU7yUj2hMGrI7fkbOVrTsd3qOSvU5pfpQQE/KjkhZoK3lyARl77xySau/OabLukikJZAbyKBIZlXkAx57z5OhGZ3tBf1+nys/h9h6y50JUazE6gLP2XGh7Rxhog8prJaKnLeHVz0klei6VqBa7p7T/Fcv+S54F/p4xhGc66lu/9gcL2rvZ2lnaWCtS5vZ11OR1spVz3B6x1I+J8/ZNpzf63GnrR8BJjnnQjp8LL3nCeZgcE+nf/v67if7I5uiE0fT8weEwjqxtMoczUXvAx1Exnh20cbvcd3vDY1ACsgD0dzQlnowe6bweXIiKKtoQkbnQh3jwgiIdY48wadYlFvYYtZxNNq7iLjpXsHIGRxeqeNtR+dWXVSObrANqnYzSfQprI/Scbju5SMhvF/4K92t1sqX5/tHZRQOBeu1jrsCdK0qWyw3dPmjhLNP4vPFE4/b7sUmyqfXfAfeYNP/MhyuxLIXv7VQMNN1s3tUFO5LxRVwegroZuHaDDtlw+/DxB4oGhCCC3gwZLaerc/fmM+zHjg+St6t3ks0km18SdyfIfiz7/t2I6Ec47d7QErwuRgHAFYOhAQMoLY38CoA6oT2QCowIdzz12EgBmmSRooP69tvXq2xr7w7DVzRQIsPrbz5VEs0ofnLmyYq6c6O1zQ2aARpth7lKdEmoRJDfCIIkGX80kn8ea3jwoB/b7K8xb8EtuBI2CrJwIoU7TdbY9OXqW3PIRtF0Gh+MFjQUPdkaLHt0HlsRTZylAMIRuCHSERQGCd1Df4C/8sfW+WlfJ54gq5X6I5hbMxsgtEcxn1g/gedjH0XR885b2RNlO+HnfcAnNsv2frPCBhfBe2XvGQPrwN8vxmfxvO9se1n/M5X9r37ycY55ag9LO1cNhba7MRs/UPepTx2AXZWSkW2bLTdnoWAxLkyfwqvlqmzGphlnttpyzWMhKYOXjttNWQm4n9petyFHLBHYE9Wx7xH7fTASvaNM2uEZfhqEDld9D39hKyxq80eBEGrnmfDls3PCB9D0Z8TE8zd5f++8zWA1iaRfKo16dX+uOk8jBPxxO/7oR4E8/jz9zH8jv9yVCOWvojEK/0R6EtBv55f7ZuLs6vmU427pcGVbAt2po+ZPzujiVdflxLm64o5H5+tujBJv3Tdh+okvndHLvA8r1zlGD8MLCmr84ToNfJGb3NgpILuC+J+RHZEoOzEHcPzd8YG7KOvJ+iqtvMGzfzMXH45QF+vfs/s3kn2Td1jErQmyWuvTnfTeG/TBuwtaOYVjIKNbQT/uXJIMRvWBqa0fcMJNIg2wstFW7apuW4ffN96ORIaGCD4VtAKr6kufM/CU9dqIyZHz2xtY84wnYH67jpAq5+1GOqu/X4JbXbYvPEmmx2172pImnW2VLOu/dmLawF85KyKBqhxobw3aY4BuEm4XBH4G0Baa7V7Y/8rrZlD9W7w9hPlabzKs3MgO2+f2pai2VdNuSbJ9iFqP95G1YTWfz3U748/PTS+NDSjR/v4vltD6lPa7uYzDUIlqoU/3ipY446mwQuo9YwrtL1Q24puclD1xtsn5s/q9HY2Dn560LUWcJzjHXV6fm3MSCIPY2pf0PNv4C/XacW/1p+/s4HaS2R6vLapHv1eX9CWCK0F/MRI0CZn9f11/V3CnnjqnvM9ov66+A6fXqXZeneARtFmVrjB4eNAZ8+y9KeNB8wU2pt4Lw5Jmo/bddjY+Ib0lFm8Dt7/jPzKg+jhtRskDPVejp3XhTrT3J18GpU61fzlcu3Aiwd2+8uQX4KONAy+Ic0Ve2cVUOFlIWpbD1o8BcnGvnuZQX+jxJ3Wnl+Ty/LwCvs+sqye/zQ/uYxINX/kgzj7rrOOVMxjZ2Mg9N7ZTLSp617DrSjPa2p8VseKEckY2bRjDBe1Hvs0iewedgd4MY48F3EHj7jvIEg9CdFXvNEDgXFhdFAhrB0Y343GYp1zqTkTTmXEqjraVfR8fVJQAiRSJzWOxQFglEXXyy1sbPefL7rG5LCgTFe0l3S0o0fzAgGcwROtXWeVxq/0e/ld2J5mmtXsV+o4xUrLSr66Qv0/GqQsggrTC9pMntkwjxTug445HhxGcNSJGLqYybJiGKWdn0+z7FcMUJcd4WVFXkZnzrNtvPG5tn6kcd5h1+bIDlkrHS7cItGeXcGql/ocBat3fIbbL2hNtSTBvTVrZc7+lbfs4kmw1vIOsJf8O9rek2HEGjgDnUCtbmZanSkpmNa8HOc5q0Ji6jhKB1qIj5A6xSOesXOpAvD9mOTl471kHfzXZCwxZGdL1aB1uWN41gIWNnOYIwh6ACMwEvqwP8iV0YIb6ab6RrvUSQJV1QnP0+LrDbtdg3Lsw8m16O9CgsM8atBsBnTd7sRMfbuw/7dp1Uh947dAfB5jRC/HFFj2vmCmXN7J6YtSmN5xQlq2Ztf/Kb2Tf+aeWh+6fQUGS9l2cJzDerfHNSTzyutDwjpeJ/rPjxPX4O++LbBP3yUcY+aCm0Om7YoM83CFXbv+BDR3RHJ31XhHs6awuuRNaP3gxBey74Ie9JjJB9gHikUZEBGT7/7ZPHh0cAR43kqHjWJ3bztWpQskx7+4x+B4y4CPY3MJxOFszFADyOaF5eY9cIt2PlEmEGSfcS0RA2o5Vi4xd5Dj3q/+aXxEbBX/BkllbkySjto9Hf8RjozFtjJhsoUAq7NvGZP3xGEy2tBMe9NPjmPaBQN8RsDmk53SNkxw7EjJFLjZo3xx20az1pT3fVY8rji25ZVhpzLJHKdv7wtoL8A9s1D/tAUMbcfvrXZwfmRw5ApzD8d++taTa/ve/sDOsZL7u/Z+odl3xSU+g2TsWhY52gjKpx3yZnMLEQXlkUEHk66mRfKLHSyIszwPYRdNkgdw0bl5sz1FfHcYLgG1D+1iW11oE64v76CW3VwIYQdBp0+1/QGdkO64itNeDskdi6u6y3nb7RMnMR/ONkmYNS3cx0pyMyrHXzxpcE6SPAuLoogF/XyPyLSKfD9ardp4P7I33KNwlU7N8Pypu03R1onOJVpDknBVqGLsV/WqSjTn3kVtA826Z4OvWj8rKOE5STz+y7/YLLp6twEugD/utENeB8Y3+B7xQqHXKpN3nNO/A7Y9EllKeSilfVkr5Q6WUby2lfCer+x+VUv6VUsoPuXvc94a7g5FaZQIBtgnqIroz46DyWqu4YsjbePyNxjzKOO0q2s7OBY095MUncRlaJEaBR29X5Pf2T9My9Ius58nCFfEspRjD7Mk3yLEsoarPXl7tXSK8/Pht+2v5OrvHy2frwlh3wQ1qvf3T/5q88d+0ywRtibEnXrb/e3oqve6pEH3S2rV6JlNP+xhPpQh6T72+9PH6J+0vxwczFLqq6SX+X9dVte+R+DcZ4EO5azoL0NGxkdapmsbRth7/xqxZPl9bCAeQ+u264Qyna5TB9cV52PIC3qbHGq2jMiqrekLXF1A2wtQ5041nHA3WN2r1Fo8FSnS8FcweFdTszD4g/29qfMefXKURlc3a9mEbLtfOuBG4L4j8NNNefefJMf6p+7hkr+prR8e95Nl85J0y1ie/Z6zIf3s0eOxktm9BgM/6JkP7fgbIrjgJtqtDzbLzqA53/yGKqzHfFdyaICulfBYR/QdE9H8koh9MRP8NyTP1Z4noZxPRP3znuIk5VKIXiWhmg8De/oWsFXZKzjlJbwYjhwUkuk6SEg214wObzZCaH/ISHrG9LyExd47xaBEfJmInynmilXvnPFCWCbbS+5jEG6mrqSoRTKw+dNIBnqmKd4zJZNRWFwZtxlfyA5hHbBtPin0oGCZTXoaNAyxZCavHXd8U7mLprn24yyH2Lla9NN7glk/jNYKTEbyLXbfQfm1hWcCbuFB2Qj5m/IFH47XX7S48Kgl3d97yLcjqe8OZ9X6pi/xvHXffQfZPEdHfQ0S/jIj+ViL6jbyy1vpXiOjriOgn3jxu4o3jYzs4M3hzPtYb83LfXMB7Am9tix+J194PIy8Ll5Ze6n0HZ+9ATXwYyC1MJBIvjQ9B77y2f5D4uPEhnIHEx4W7E2T/MBF9fa31l9danwnL9J8loh9w87iJRCKRSCQSiUQikUgkEonEKdydIPuBRPSHBm2+mYi+183jJhKJRCKRSCQSiUQikUgkEqdwd4LsrxHR5w7a/AAi+is3j5tIJBKJRCKRSCQSiUQikUicwt0Jsj9ORD9hf1m/QSnlc2h7/9gfvnncRCKRSCQSiUQikUgkEolE4hTuTpD9BiL6/kT0b5VSvievKKV8LhF9FRF9HhH9+pvHTSQSiUQikUgkEolEIpFIJE7hM3cSq7X+n0spfy8R/Swi+ilE9C1ERKWUP0JEP4yIPpuIfl2t9avvHDeRSCQSiUQikUgkEolEIpE4i7vvIKNa688hop9NRP9vIvqbafvrv19ARH+aiH5OrfXL7h4zkUgkEolEIpFIJBKJRCKROItb7yBrqLV+FRF9VSnlv0PbI5XfWmv9jkeMlUgkEolEIpFIJBKJRCKRSFzBQxJkDbXWv0bbX7ZMJBKJRCKRSCQSiUQikUgk3iRuf8QykUgkEolEIpFIJBKJRCKR+JBw6x1kpZQ/M9m01lp/8J1jJxKJRCKRSCQSiUQikUgkEmdw9yOWT0RUQfnnENHn7t//IhH9tzePm0gkEolEIpFIJBKJRCKRSJzCrQmyWuvne3WllL+diH41EX03IvqJd46bSCQSiUQikUgkEolEIpFInMWLvYOs1vqnieinEdH3I6Jf+lLjJhKJRCKRSCQSiUQikUgkEhFe9CX9tda/TkT/ARH9gy85biKRSCQSiUQikUgkEolEIuHhNf6K5XcS0fd+hXETiUQikUgkEolEIpFIJBIJgxdNkJVS/ntE9A8Q0X/xkuMmEolEIpFIJBKJRCKRSCQSHm59SX8p5Z8Lxvn+RPRTafuLlr/oznETicQEKvoDs4m3gA9hZz4EHl8bpZyrSyQSiUQikUi8PmpNn+2949YEGRF95aD+24jon6+1/u9vHjdxMyoRhbphQXu0wPot5mdKKVRrpfKhasJFLf4Gt2Aax16d6ft68ifOEtuvysuWCNaH7aMWp5VxhjrjLE5uXilEVP05NLJanlq/9tnLWP1TLbZP+06Fnqj0tUDjezI8I9svpa9G+3nmPF05g6O+M/I3s3ZiHPajuo0wLzNwz9twsvd576e2JODvLduYcFlvMhC36sEKFNAVckShXorYuFvl3LFOrz2HqXEn6kdsvXXvtNYH2n8wlvjNyt6i7rlqr18zRvH29NVjuf0wN/6MHZ3gTzfhNHj/V5/rBwy5joHPEOxfq4v24VFbdHeC7O9xyp+J6FuI6P9Ta/3Om8f8YNHl4TWj9xPQStNj/YxAP2oVkG15lMG5Ooc716A5LrNt716SZtwfjZlxeMKkEKmkRzFlV3Ao9c2x0YHJTOKhG+tBezBoOBFUXfv/PuwrZ6vnvOXAelKs/97W8ZNS6JmALit1729pl9L+Hd4Wl89H6qLGpqa24mA3WSgF6PpOb0SkinbaxNWd8AxHVx2jHjx1nto+bHvCdaRIHrT2Ax5am+EFJSKqbVFn+J5r5g73oZ7hhkfP4c6gcyU5YNrOTHSizWwu7aUSGTNjRwE41xn62KCzEc1L2N9RchvUV6YLovFM0C2JQL50k9VAH66fw9uxBq+vH6IYAF1QPEvvUejJGVB2N97KBfw3EaUuJFp6efA79C8mE69h/WiAyFcn7H95sUTEhzvUtOEAWas25uQx1XqYy3WUCHut9MitCbJa6++9k967ApMMrXR7kwvkHyFgPKjugywq8jsNikdnFJDK7zcxswCdPLlCx6Mb9qv4t7sWgTB5sjtC2QfUzuko8SWSXgtJMp0c89vfJxA8KTATgHvBgU1+sPl4m4n4abTAuZ3VF9N7/YIHqwAhFIkvwkFQ2Ttud4BVeqZChep2t5hi/1n1fSKpQ57KkTprY+pPzpuuL5PJIw4UQBrnaaCiryQNdNJrxgnVMqiDjjNroANhbz4wED4x5pgpPPk+V7VublvtQSpFjY6+zpdX1PAN4y5nOUyejNwWZ71H4y2BTWrEq243k6g5y99ZSXH1j/NdB6KF1Fy5DFdQSKou4EvwpDqsXsyrat8aD4YKahfwNYuruopfNPBsI7/Y9wiYOILOybQl/Hg9tzLCndygfRdxzI1jjXzIRyNM7Ki7yIgsu5F+XxKRlcajJDz5ie0GkwTTSSnQx/DA2mudivisQV1En/9sPob2u7Tei3J1s2gXOB+Fu+8gS3womJSqq47UWQOyaownbpxhbaUh8ZTVS9/Yh4YKlYlTjolP7vcN8x2tm05kRYnNbU/3W8xJGZDCHrmsrJMDdAdPu3OMl3sJjBqTl+Mwun2uu/UozqlApc2oiavKhJ0AnnwryiF3nQbuVYA73WRjRMDOAfGMcDZn5soXqOCyUUo51uXIKFKhLSHVkmL8c9stO1jbXc9RfSp+wvbJmXchKY8RrIw57fb/rax1oy361WruftJDGodudrzWnsmgN0Ybh8+Lz50Hclp3hjbKXBE9dr0HvCDINXRYnza4WJe2jrzMdJLBdpuXbsMHq47ceEEDGsckIBzo/Z1y1i/CBEGDtkRk7AWvn/IvPCUWJMoM1YEi9NYS2X2km/Vn+zF73u3ZYUEOaDt7lwD6rsv0Mg7lCB0wvY9OUIZIjaYifA1UXi3vowB0xNcKLifHBjSQ38DrTtEMJu5WncqI+308vQDJEEjUOe4QkX92zsDjc7TvdyTHZs/6Es3F8fVveKEY+K16LGQ6td9QzZfHAdqIxlTQp6C2IxsV+OkzmURkh1Afbp9RkuxIxB/s6zaYPEi0hUrk3g28+yX9P+Bs31rrn7+Tlw8STOhFQPwChxbijJYEQQ6xLK/0cY7Hz0iVPxoFfEdTXTWmKGhz2wMH6xRMBuXQQpHTuXiBwAWaL8s/CCL2DjFtuKRC7QkfdndPb7sTEO8li+YEEl96flGCwitHDvM2BzlsRWdjb9eCNvkoXgkNN3TeVB3af9SHt9VnV3zqOr6Bi1fzV3DIwWR7JkfQl2D6qNCWtNLJsZ6SRQ7GwKd5KlvSDTVoMqb3oxQ/eWb4V3wcv48C6FgMPHhIv/hyZsrAEEgWOZHWXjiAHkOKjpco5nU8wRnKpJOgGokx8lk9fk3HdsbVYY7mpdHWrQL9FvKtxoqCYZh8U/w9ymqP1x/oS4fOUIcHbcDArFMwtogK5J5z2XfPFOML6mbGQ+8zWDRks+/Q1zPHywSnXHa8KHYlcY4GLvbuVC4PQxkD7HnlVRW4fheQHx5kXkUk76gduhsO0XLnE42hfSOnAtmNaKyZhPlVIL9p5oLC3f7Pne3O4O41RjZthX/hM4x0/6LcPEKeojO1FYCzoAxA4W3RdzjwVq/9g6itKSZ5/hHflTfe+e1j06HnWbH6gccdXWQY6dsruPsOsm+kc/xVeq93s00I7d2Z/GWMBBi1HwY2jtBfsCpzyRx7x9DdV0tWphCN3euqf4eAGVRnaHYn03PwXhoz74Nq7XSSrH0/aO0VIBni0lf+t+aL5zQ8h34GlW+soNMe3WNt6ZB74aQ6zPrJLNmc7zkMLpilq0TirrOTk34xZVXYIigfQnySJ0d7gycq9EzHY5UtKVapUC1EpTrLAKap5clzKFo7WdbegXe8kHe0lOKxGLK609y5WJRcgmlU1U47QlUfDo5+Dg/xgXLqjcl4Es6vN45LUI7pnQPOgBf0VaeNly9WLLB1b7yrc6adYsdx14GzVi9iraL1AXOFzdSYfA0HOVbA4HhEkzRp5YCnYwgr7+KdJqDc7jN+FEQHImZs9RtuzkIGyrPPRU441svIB/DGU2fBC/5nMPNqAxTPmR56rZmsFrPXmgdmw9BVqhbELc4NTosHnPDMV/kb0UGyoZJkdwCdI1TP5dkbOppCbQXF3s2j26N9r0yugeuEx9PjDM7XVc/E6h/QRotfL597dYFusZIYg27KhUlXR3hGsun58YKGJdvLh/yowYyfoHRki518f0G2FWUjf2dibuGcKJBhdMF5EN+gMYUt4+dsgYb+bejDNcR9BN3BnEZzfnQ8e3dS6t8kos8noi8iom8loj9ORH+JiL43Ef0IIvocIvq9tCXSEh86lFOIHEsibeSwU7v8SCWRCizi/jwBorrCRMkMTd4OGb/u7Gi+TwLpCk/BcifzClYcykK7MRJKnrATyfvxuEK16xfd9zLNC0+UWINS92L8gnQtE7Zefrc+7UH/KOPz0UbWJilkQsxfa50sg2OLDj4dze9Bl30ERlQ0X3B+Nn4BT0F7PZ5n1MU0dPasHFLFUz4tocrfOUZU6WlPjtW6J8yK5TEKPHoCTCRuj5ZPXT5s+0IU6hJUPguR/NLMtp+E5XBKn9QjkR8Flv0niiQaE+Tv9ch51U5u3QlW0LaVc5IieTAR7HJZiKZd2/+0DqvH46sVdSSC64rObqPXJxMABZyz7aMy2Heho+eIR2WSNH4sw33HEiNqko7BuGFwMzgnPJkcQe9xAfKooR/jncGsDg5tFGiL6vs5UYcOBlNIjYOxxP5NJut0EmZGlvX5lDrM+rw6KdTmrofqei3YN+QnwWTgJP+RfJtkVnXVrSKy4DAiXVyPz2k5Gw0zx01HxP5IL0yI3zQPQc5H/OY+Mmp7F87SXH2nqWeXTGzQ2hZZj5LPUB+C86oT8Svy7CVHvWFREljbE8M3IIrooC4zfn2kw6PzyPem2yjDu6Je2N3zET/D+rmLfmdwd4Lsf0NEf5CI/iUi+mW11m9rFaWU70lEv4yI/lEi+nm11j9589gfLEzgxZIMo41/lDI8GJJ89CCL1hIwlaxjegxxfQL6TyGjBAI3IB4NW0Y2cGHQLzldNd5bXzAmq9NK1wti9Zi9rTMOdNJYeWQWZnes7P+zc0Qv5GfGYy/gd4UVUu8uK/HjlegPMei5RbKA+EPQf6nSxu/ck7FJChmQI17seOi74NtJFmp+mnxwmdKO8rRhdOpeFLvurMdP4j/0XXK1VvF4JZVCz5X6Goq98YbEbMAf7f1ktRJVntTQfRxYJ3l8gYHfDWb0iad8mmdS8J1waDRYN0oU7GMapxfRL0quUKKDQBLhyAy6CSx+/prTxWmMdKds63uV2uHrc6ryLgrEpJf00DpnxjbPJMe8MwwTZZBwoDxOAq4xr9f2ONCVuL88Alx9RPwQOWsFyjydOWrP69FUBN/WCCFDItqgMxiJZOgfBOfFkNvPZShXe71Jru1M8r1C60V0nLG+/hNGyuOVCJ8xvT9aBwndooSn0Rs9LdC3Ue/nYjDA1OKy7RHlTll4HlASQ/Vd0bkw2TbJ0yrEOQnGwLZmfn/03qDtRn38uvkbEcQ85lk+xqKx38RcjGme4G9xIDEv3iS8/UNnXPgXDtPIh9b1+nt4nVDrF5jok3Q822Dmqv0QNS0vV4hcRqTfdbLxWfEpEmmBfQov9gTJsTtyI3cnyP63RPSf1lq/QlfsybIvL6X8yL3dT7t57I8CWrEgo9/rmDK8M0nmnf9u9JEsq89Hwpuv95cpiWxCxLuqIUoXDMqdQI6BF6hEyrj15TRnnf1oXASxJ0DLRspb0/HaFUV7SyqUnnydMbT4HO0BQj0SrG2s2aQuTJAaw9XusgwesSQgm47twGe09s/oLzb2chYceckJL1gSuRTAWKN5S4i8Dy6CSx77qXK7wmTWcdOt254dj1ceDXUSK2QPsOvhqRx3qMk+9lEA/V4YrAdYG+C89DZdHg6eveQrusuQ6xooUgUE5mo+qrkZQLcV66H0nV2ro14HnzAo5fypABbNU+/L6HyJMdi66uBDJMmc/tDJV4kN8aOQPBPsO7QFE06/h8obTsAEIU6AcJC1Mjk1zkqyoPFC8Xy986XpTDAH5d0Mwts4fgGsL0BmQDJHtFF6G3SZgndmvGQSrzLDeQkoViYDLRoaHL7Xw/E9PvZxkA4SdMD6G/2k6N0Fo4qBYHOf3vRX37U+0Xs7sfTuGLrfEi2VwLgCz6fy7upu9Vtfq49XE/RnMasa5x6Hlr6sR9rY6kFi1x/PWXeHNz1ml0fP9yF11sH4vA+Se3fFJoLv0bajRJk3trnDjUg80sj7Elk9ztnVNg/x6tFB/BuoMNDYqRaLN93h2Qfm95uxyV+/O3B3guyLiOjXD9r8fiL6eTeP+3Hi7szXIkZGapazWh9jHCKjipS7uQITtD0DHTR5Dv0o4FjpFCTeTbLpJSRJBD5E/ZHLiuqDALO0hmI9pTIvbAOjP/agH5t1/xx2Ue+n28c/86htlJDQd3i5745ifKHNGwauC4F7H6d9bfX8+4ITHZWFUDzMrLxJ3OkxS2Hyo2WBmJxtRD5RyTF916LLx4iv5hDs/DSzb0iy8xo55jrhpwNTHex7cuU5p4W0TNt693sQtPCkUGdFD9Da6kQbnw+jR+q7DN7gV9GJO2jc6YqcdD/xvH32sw76wqxQZO4L+Ar2E9lA/d38Rt6xkzj36D/CTxm9Y+zOcYqab6/rbSbozI5HTN6bkvCuDDF5QWuP9rjvl7NUXK+KZgODMqPLV5Jjo7bRegpyLNBqFzY0eBLaTQQPBtKy0NY4mkc4BzsFUyf8EQfwPEo2SCTf2jqBcQ1vSv5MPW9D8RprmpqeCKL1GIaYlaeriPwNzwdACbCVCydDnh4Q9J9BJKtX6Qp9C5YsukCC7Cn0V50YifMhvxxkz+7iyF/WrEVuf69DMWw7T9GZYwXIF9Bxm+4LfTzQtzOL9DA/92xywhY5/qwndMj3uxN3J8g+m7b3jUX4Pnu7RAQviJ/odkVQXMUx2Xd2/CixQzQ2DGic4nzX9PSVDtcJAcpkBG0w3WTMDC32ZcZQer61oIUqb7bCiFqkUL2rWi1nUVUbk+hUGv2IOSwn/Q4xxGTVciLprCacooSEDf7AfHp5IAABS6vbqu9y0UOYPWRsifPsOMh3ihkKYlu5NrQ80SlYYIJT2G+THFOM6780qvkSDkQ5ysWQpRy3nKs+z8xzQM4Mgg4uRFtHfPrcINEtgYeuarrfFTnP8dNlHgsoaaZfjI14gX28OvCdr+VqkBM1R8lKfQXcW4eRs2gcZUCo6bNDLiaZbUXqcwpeEnHYzel3gxcMc5TKVke5Ii7fRo4hbdkGMuMkhVBSwxDVJIt9nFp81ySc5IkY/yxAgqkVez6J4Q+RRT+47QaktX2CphUMitjgZ1a0UfOFLoCnq3eiPMHE7QKCqRtd0OPypux8mGibSJ7qJpB3lBwzi+EaLHfsMxhMyY1lZu7AugLE05n3NI/HiZ+Q8P6wiUfLlAV9Rxc74JlrsuPo78YH0qG8jzmznAZweOB+ODxy/mbhnXEdv8F5IJ0XGBzoJ80kv4M2WvdVInynG/vuvicT6dMgSzlwiy7HHHcnyP5jIvoZpZRfW2v9j3Xl/njlTyeiP3LzuB88vAuIGiOD2WjNHtLooId8eAKLDIpTv5JQ8+A6sY6OOF6EfX7MuzE65MP+zppDWl60ijz6wVXGEXqCK9jkI6GBk1CFC6hqY+8MU/2meDxojgzhVSdFP2LJzzx0+IkbRmf9HCcG5aqQs06wnd4DOwaXC8jayPvUzcmXs74Hs8qiOH8oQgjT4XBop0okML05BMlXDi2rbd974pPxcnyfewzCcxz01W41lJiCdgpFrEjYPri8sQSwM6Qoj+QHTQ06kZIxOC6XBRSLeTTPnvXKvuizZ1WtfTRbOPt7BxTD62C0wb2DwzPEuj+Yj3uSwZpfNa3zd+zOq5iZtvzM6wQTEZAdIrgv+jviQ+jPiKf9swCi7vmo+I9loCCR04qWR4vO8sUXtwLPCSbQRDfp4LmJRFJ6prC1ZBdEEC+abxFYowDP0T98D9u8PBsbQctLuF8nVJfpYoRkneiIV50EgIoyGBdtHUoKfwx4RJIsgrFD7Ttd1/GNPvJPkC08ftvvKFHWeG30tK8RjWH5PL5fkSfkV0RJSH3etR7hvBWt7PugE/KCAnH9e3SYmO7TiTvNSrd/SN+qM9/acV0r1oX7dkU9AaTan8HdCbJfRkS/i4j+UCnl3yKiryOiv0xEfysR/Rgi+oeI6Glvl2hBkw7sKwtOrmaQTsI7DyvKcSoYGTiSEWaUFUqO9d+KRx0cvgRGTncr0w71jDPbZYhoLENISS56GKE/o2hHVLUj0LrqZFqRnQwdaIh2o2xaF3tXEH8Eryo6I4Q5BJXc4A4zflTU3wYoL5p+cMZmMPtokwhAWkFwZRElX66gsAMiDCoTHj1ea2bPHJ7vsoOkOvT3jBUievbO8vEXNQ9HyDqrW0u5jt5jaXCdwfbUoA7Rh2S5IwQcUjMWWd0Gg/lC5u4KPqh0egFxXe7wtbVja6zWQtPQiW70WKrkFTv13kvlvSRmqGMosG+DRMu0jXcYWPERrmImMNbBBC+fOc/Yb1l73FPYb6mew/F4snmUUBN7zYIKrm85ffesBwszu7cVfPeSIcjeefoMjsUWtAeKjH+mPuxAap7Rnpi5B+eIr/HwYsvEHAxm/RDNsxyUOVe+ghvtuZ63Fzfo765f0sab5OOGPN4lPDoRp99NGiXK7ny8s+EKrZGPd+axeW3TXJkLfWrHdgHjPqXvkI2YoB8+Puq0Mz4syTVwXB/X54bz4wkqpw7x2nW342dx3w4NrC9m9phCJcIiPu48ircmyGqt/2Ep5WcQ0f+JiH4mEX0pqy5E9C1E9HNrrf/RneN+jHgpB3OEGeWP5B0d7hkaDd6Qs7p05Fu0anec/X/tbo679+OO5ES47vvGjZzpyOE7Cy/huxmbaobRxr99ekkyPY4uR4wUVlYIyEc9CnnbbpjIymgbWw3VyRl26DhP8h1lTPmjPRgYaeGEczogkeg6mfv/3EQc4Gvbo4Ax0XaundufDhmaGVTMuZSeJNMr6b1b5JAtW68DTt1n67d/Kn6a7qlEVAvei8ijRI9wj4JJT4d0h8ndW/mY5exdbW4gHvUF34Uz5bQ1QRQa03HWjj7SSdWPcoBhYMLB0AzOLdIbM4+Q8Aqk97lsQn3lfHeZ1MlIHlS/IvCaT5btnyuBD/JnUOIyctBd3cuDGy1nTuATJUd1564fFJ+Iv1bP+66qbi4rPHBy26k2I33G2GO/5V+SRoeoB25A77p+EtIdVb6Q3tsXZJfJKVuBa3cqTZ1vsade9ljR0LVm/dS8V2QGyUvExxLtwKeZ6z+3V49Okmngv7I+z8DZdzmGF9y8sWjOB5gaH/zmfoKXKLvr3ZWP3mfEaxQfFKDfRd/Bb0a418PQiLWJSIS8GKUN7B7yoRlTnA8+xqO25O47yKjW+ttLKb+TiH4qEX0BEX0OEX0rEf0xIvq/11q/4+4xE68HbZBHiQTe56WTgCYxghz9Bzn/qw7DqP2MMrxrrLNYMYzI2URJMtiXJ8q8LC0bB9EpN1pxT3y4Me9JMtXHT1DZskZjZPz1udTnT5QvOAA6SFiRo0syp65667/+F97tw75Xkkkv3vfYD5s0c3kXwbJjxIu9DVzszb6f/S/70JxYnn4vysU7Rc709RJyrU4/GnEEUCABwMbkATa64qrX0ruay0lHtkrPEwXEMNhXSUSUXJ9K3kzw5LU3jrNkbxpTQfgrAPjit/ATJm3UJ7JpPl1Mi9uLOf6OjkVXeMnOm+DaPXaWTGLG6Rc9WqXLeALRJCmdOa7Kw1TwCXxcWT/nYIiAdLA/Z7fvrI95iSZImM7oj9Haa/3+knpnNlRYPWr+e3mvz+4Rf+jkLqz6OrOPfMq7uvEo3h69hEwNL5IP+nl/dVy2la5z/yQbHxhfiWK/Ql5MZL6X42OhO+x5orOVkRrX+Fx8Dhcu6ni4PUFGRLQnwf7t/V8iwNtVVfPKf4nmZNmLgSfEesR6PUn2kleUhpwGVwdeCl6gf2c+cpRAk2XFVeTe1fwoWQEDXSertboHd1wBGzqZVT4W5iYdL2KV1NWhW+JT/zXVRpufiXZ3V+9H4MyoxXCdBpa8a/0E7Urmd/9xwkGy5XP7Nt/OBrTR1VrryAxeyqscRO/dHEiHRauFEmUrgSoa9w515elikyhx9Eq8lnuCFtm2ZUYhA9vHoNlr46xdufOOA0ObrIOP2lierGrQgQzkWEYubtQE9+/Epo6WPEoqzdTzdijJzAMmIl8/Qzokj4sZO1iPUcIn6nPw/qC/0kqx7/JWaK6M3b+DgPoKrs7prB7E1+qVX7rA20u/r+y1oP2NkW/i05mjz7EqK1f2YyRX5u4ssnrR+7yicqyKrPC7x2+U/OLtiO3r4ccdn4/yPZ4eQ3ZDKeXzSinf/5FjJF4eVX267WqduuJ6JzwHw/w1Sd6ulOkTNqPj3oxdeiFGopU7o7fKyX6GzoBIKQXeIcT5iBAt70juZwOjs+M3Hq4a5VP97iDyILSjru8G48kx0V51arKpZZTTbbREXzCO4IOrIxrL7ksiSsK1f27fCTorYw77DfqeoSucPjDeWYSJPVo7OsOzfsc5vOksvyWVsLrGS7TJ3+Mo8RP9jtovcRfIdDTGS8DVN4Pf9/LgjLNfZNF5R0yjhvWj/q+JN8jSmwUK2O/GjC+buI679u4R5+cl9YiW6aiN93t2HETnreif2xNkpZTvXkr5P5RS/hIRfRMR/VlW96NKKV9dSvmCu8dNJBJjvIbiuWK7R4Z/XH9+7DtpzALdQfIaeItO+4sAZawGzWflQ+fk+/dJ1t4zPqar4S82l9lEwwe6tB8o26fxoe6Th9HdYx8zPra9fATeUqCc+PjwyITmh4rXizfe5ibcmiArpXwOEf1BIvpyIvqLRPSfkfT//1Mi+p8R0T9457iJRCKRSCQSiUQikUgkEonEWdx9B9kvJqIfRkQ/s9b6BUT023hlrfWvEtHvJaIff/O4iUQikUgkEolEIpFIJBKJxCncnSD7aUT0u2ut/2bQ5s8R0fe7edxEIpFIJBKJRCKRSCQSiUTiFO5OkP1tRPQNgzbfTkSfc/O4iUQikUgkEolEIpFIJBKJxCncnSD7b4jobxm0+YG0vbw/kUgkEolEIpFIJBKJRCKReHXcnSD7fxHRTy6lfA9UWUr5PkT09xPR77953EQikUgkEolEIpFIJBKJROIU7k6Q/ctE9N8loq8upfxdvGL//duI6LsS0a++edxEIpFIJBKJRCKRSCQSiUTiFD5zJ7Fa6+8upXwlEX0lEf0JIvpviYhKKd9ERJ9HRIWI/ula6x+4c9xEIpFIJBKJRCKRSCQSiUTiLO6+g4xqrb+ciH48Ef0/iOhbiOhTIqpE9NVE9PfWWn/l3WMmEolEIpFIJBKJRCKRSCQSZ3HrHWSllC8iom+rtX4NEX3NnbQTiUQikUgkEolEIpFIJBKJR+DuO8i+hoh+7s00E4lEIpFIJBKJRCKRSCQSiYfh7gTZNxHRX7uZZiKRSCQSiUQikUgkEolEIvEw3J0g+1oi+sKbaSYSiUQikUgkEolEIpFIJBIPw90Jsl9CRD+0lPIrSinf5WbaiUQikUgkEolEIpFIJBKJxO249SX9RPSLiOhPENE/Q0Q/p5TynxDRX6Ltr1hy1Frrz7l57EQikUgkEolEIpFIJBKJRGIZdyfIfib7/r33fwiViDJBlkgkEolEIpFIJBKJRCKReHXcnSD7gTfTSyQSiUQikUgkEolEIpFIJB6KywmyUso/SkR/vNb6DbXWP3cDT4lEIpFIJBKJRCKRSCQSicSL4Y6X9H8VEX0xLyilfGkp5ffcQPujh34526P6vAWs8l3fyERLOd+37pMYTaUGk+11ZxbkpkWMqIzqVlmojGa0LnP1a2M/isYstKxdkb1ypfODsKwDHsJFNODaWat1Xj68dm9Ezb0IRuf1PeAtnss7sHIW3jre+jTeGn9vjR+Dj0UwXwDeSuklfPSKlv3fI8DnkpJxIO1z4jXwVn2iu/+KZcPnE9GPeRDtjwcPUkY9xovakExEXKXH6W597p/bTLJletyT/D3iHPckGuOp0oU1BP2q8x39Pl0eOFCjPo84CdHy1VrFP9Te59nWrMhFcdqvitbMmC9heKr6bN95uXZIXd3Douyq2uv69ntFdkx3wt9HPKEm4aBOEep3x1m4c9vPytAjbYEeIzEJbmOchJYpO7l/SC+8NhAvbR3OJACQ7Y7acbqPtH0viZnz/Yg5nlVxK+Is7A6gM5tomXZLZxkDdOvKQITt8Bn7BtfgA020nOFay+EbjfU73loS7LX5Obtfb2sVXx5G7m+g0cpa+Wsnzh6VIEssgAdLtfrBo+e3ckfLc/KWgsiAR9RGK7gVhfcaSsaM+eBL395dZHidMR+9mHvz2rOfCOQhTZJyohMSQr4CNnR5/61o6TE8GY3WYiqwG5R7cOkv0LhTsTdapch/si4e72FXYtunk2QUbZ0943rPNFbJsIggatrpqkTagBQGO1ujQLu3UfPg84ymNotSypSsoTZb33PjajzaxxX8P1hfewgD4BP0oqV/7RhrNJ8zgbxjqh6OMz4Q7ztcC5YkQzZrJomGxpm9+1zT2fo+wLfSydWJtnfucfG+XwxwPb9sxl8zfWp15eAMbzAxp8pnztLI1oxs2tmxEhuu2tm717Qq+Tkz/kjOV/36t46zXL/mfF/aVZqNe3i7UY8jWXb8ntH/d/hQd7+kP7GKWolK8QPyycAuMuba2FqFhfsX9nm0rUK4tfPnHRA5hzp9kPbl+eDR5jxjLNzE0P4Jl8NxpNoees35+oYO4GAfYF+QCXCd0cjQOlWjJBlfL16O5sHPQCRuK8ZuJUk2ahrVe3vM69Hvq3azyzTXAaVIwoWo1Ep1RshUdQFJMteJJ7vPQ0eeffa+I2PLDoImb9aV6W6uS0WSjHWo5MsX0rm63itH30e4onJHtuA0Xbpy18i8zbkT+mz2hPZM35W7Up39FxgERVr/ifVmvoP0B/Awk8d9Ktge2R3kp8wA9ekqTMmwvQjo8zV6XQLyA0Y0Ilv+oth1udZ1/EIE6bpJ0n0fZ2S59XFeSeDJAtfBRQmy0ct7Of9dCfvLW1Pky504M8yM9j0Hwjrjrwh7VWEx7ALL2VgmDkFtPT/2ohDPngN4vsnuhXZZDh2wyNcN5uV0steJy1bbzI6FfsP4ZtD3Kl7rDqMKvr+6bn4FRGcRyZqXGNNJsK0TpwX6sDNaWKM7JSITZK8I1+lBTkbg0PJ+lUtYl55DkhA9pMS4sjucChYIO/CcBF2PlLWbXLtqUEMPe9JruAF8bVYThM1J0sZ82J/R2cY9vnNn0QVTTJHMwATdPlhkJCNn2Ev+rqCiPXXOUuWLpPhc4SFyrqSCjw0I6iPHKcfjmpUE360uosN1TySPegmlMw+cJWaoWtKpOcs1PIuWQTS2aMLr1Jx4Jy+w4XuOzoIO9AtiotHiEQ4dwVTrWNpZUOcCB1uMB6eN3jNPn440zewdaIeMzuvkj/XxytWEm9cWBvg3TAzKS6ub0Ks6cORsjXwIfo60vdG83AHjpwzo870DKifUb0RsPifdBS9QRcm4iFeXPgXzD5jWiZnRGMT2eI6xY+yz9tS9W4DZu6Ut8bJV/Kcqbr7CKJFnEm7alrG2x9mc0yuVgE3tvrVaX7Xn1Xzxx4jKdJKUGD/Ct2DtRubgDvVnbfxOW9ly7v+qJbwcc8xAn3fp54zlYCWRzOnOtQNu80DfxTHcYxf0kWkyd16DOWk9/khcTRRe4a7s/6tVJqpEG+2r9vJ9fMBA0/ulqP1lBuHR+dG7EmSv6at+kOjGggWPvE78dhzRGePOy5ChP5rYQLcgo7oAzcrsezpacs6T/dvyWLPr9wCgK9IN2FiriOX0uPsnyc9wOXXilRNSdFAb7VjKJv46RPK5AhFkcCedy5sXlHAn1+EByaIO1Ph33h45hNrx7FdPgJE56rYOFbRr9dAIgfER7FnGiat294W4msgm711VJiIjY1ULKa9rvLf92RnSznpr29r5yVirVFDCbBB59/U0OlatAecFyV8EkazyG+GrciT3DslUBX0A+aGqvPyY0WISaobeI+BR5QE7CizvxmxgzT+9NibJ1eombK/Qe8DX0G142Zk7iTUN9HvmglzTATpoRuNX82XNJ1m6c1yVv+hdEz1rVk0Z0sFVdTX6ePEMCvt2Fu66yqQJmgPvrv2A0cXgo0z6E5xWb7P/D10M7XdgK1nrZ0j594gZtAJTO+HtV4nvgkS6Y2V8b7uvioEnRy/k9i/hJR/N85KEq0myox32bdz2k3y2BEzkGzxCPXKftp1JUX//kK8GtMczS6rNBLLvRbXX34tuz5NjqkPzoyPerorCXQmyryylfKUuLKV86rSvtdZ3f/daM4Tm1mkRbDqHzzGK5qoO7jaVfFi948nTg57jO3MVbjTWS/qKq/Cy4qN2yBHfHNFJ68T6cDpGYamEJMTesSih1I6w7sLH1/uP9m5FLlv7swGJl6STTkIskzMiW5zvRGSveO8D86SXdIjBHWHaiKlI/OrZQPsIG/CvPZ4C3jwnBlCYTtOyizy1Xt4MJdIxdOjQmQR900fumRjse9WfKFIw8aY9Gw39KpqiGzmHrb1/t4X6revZGFPOMB2B8qP1cR15RA8bd81Wje4EnUlArtBu4EkeU6c+e3tAny+zzpEg+2TuCm7fCZ89fb4GeWd7/IP2tv/YvxFlPGtCau66L1vrWTfmsl5e8MvgcZmwq0Jdq0SLSMqwqLoS3quV7INOJg/bK7sZrgZL7Omx6s58m4PpSpEcyXayrh6fYK/QReFD19gkmTmT0XwJ7P9dSRfH1jbZ6HeRBTGBB2SPdPtZOTG+hFo3z8eZOaLaxXkpjGK8FTTfKLLf7h5CPx771nfjbHJsOmE34csI3fERYDZeFRVNfxEdF1aBXGxtZbm7vE2ngwPmxrSOz3MVdyWpVnl7w2mNF0IzyMDK8WDz+F5hGyPUIOlgLgDSuuLSQRynebfzqgNU4cgQNnjz4zGnY4HPq6jqi7la4/XrSYNiEw8OvEcyuiEkvZ8BzXLcLt+dH7LyBOkAYyQSvjM01Fi8vdCf/gwaKyG9zkOVe3PmrLTxarX7jK6aHIPjevEopRnnKNzOjX8m0NVAD9X57rZRiSDjNKmgc2ZMsRYqSOPlXRYc5242uOHny93zSWWDHMVtTlvgU2sVMjEdXDd65CfBbOK0GJ50YDk1NjrPip+z+vhOnL3oMsLoLmvMC4kEZysb9cHl8wvlObteYlb2BfaX2alRgHb2scCwftBg5o73+ceLtJF2dF37zsZ1YgJRr+3CI4JrbsuEvrxKk32KRBkxGeE+Dau/On5DdCf13kB2mAmIWdMZ2fGSYuZu9WhMJUcmKUbKX636FSrHV5TE5c08+0ltHPYdtfHgybvmdSqhpZ2lwVhnccipr6ciXoGbO41H2SaOa09b7J9k9f7RyPZZ1WF36b0VuxrSAT6Y5pGf0ZEwvuTdf5cfr1zZC+tcdiLojBfnB09sISYKkdEfvEvVAcKDcDlBVmvNv4R5EtjoMUMGTm1VzcwxVIa7KTnPwVNDdniyp52giJcoKF0Kokb1ylFAuJJUG9FGvPS17+XW6SZU79Hd/4d8COsPOg5GiW+Lh+PWSrU/G3aMHfF9FFXRvhDRs8O4dxfNdKAze7mHLO/CaZm4LOutffROCWNXFE1Nx95xYfkwd5WVdvdTzP9ZzF15s1GZSOyeCPJD55oHBm1otdfRHVra8YsS/0Rza6DHarKvE9zVfMHzRM7bvD9TrDPC+kfbcVaMvPXzlu6sPj4hUg8HSjyOZGo2oL4KHhiO2zLdqOtAu7A/tBFH2VkH/0zCMqbX+FH0B/szuhMb1gP/aXReHinnEzGfbK86eImlRnt1nJlEgtZhU/wzZVP7/ySfK3eKoTtLkX+tdT+mvzU0SSquH5mwVEE8Xlvrm0tXtLMW56gsgMzyhJ7g9QLuSOwiOvxsot9HO2yHXxrWb1R/JGkSOmbjsjOiout5IndmTP7b87HCO8QGsv5S4Gt4Zu2v6HN/7c7THI4xwXDp/2vfmc8ZBa3Mb+o/R82ZzXmULLz7xxxfE83J4I8WcfSXOqN+dBzM6Mpp5Mx6iQhP4XmJsMN2jxwA+X39qoO9sn0FZs6AZi8/kdBDDhdKFKwkHmoFCYNJRxo7c+O+2qnXBsGTIx2QWScNy+NMAMbbzzif0XpHdwTMJJNXIf6SC3DMjGFB/XoZZ07J9EDGmsOnZV87/15/DrMXIumv6hZR1VzQuESH3kLy4+kuwU+7Ogj4HvKonT9NHyReV3QB0sVRsqX/5n0n5nMpwcDGbDw+AihZ6A2Fk82Pv4pv+Zhp4/N1Zl9gILNKAwSQo7Mor/fN2baXuuvPb2e/m0QZaL8yV61rbAM+ps/jKKg8myhsNkAnT4SJAevU2oGFM/6A51+IOIzi84xiNm0zQ+jEZ+O1+uN6dsV+j/dwnj11d1OLFdQcKpG4yF5ZvbV1g9+CwKSuAPPlSTKiQWAc4QEZKeSTe7/1e+POYOZMjv/YA+57Rp9H9I28kD770hbodlEsMbuGs/r6tZJj4i6yF8ZqDHopqTwxPyF/KBGmkl7eHWGCZsHfUR9jNwpJG3OD/sgE2SujGV64l87+aiV/KuhUhlBf5UQKj489KhuNN3t4TQKw2tuiI1qzjiIyDnfAd57iZJWWB5Fc0AbVRM9xkgyNFxm56Eo6dxzngiGH5QU61lm1itL20Q4Qlp82X/g4WXMAYT+Z9Bpe/S6Hs19Z/57QqLitnqPKj8EkWis/pyfGe9HGaL+fVCLsGH+r82h4gcV0Ys1J5nmBz8hJphK/R0X0naHtJMI8fuOECf/uOx6Rw6H7tv6RfsbnAl+kGTk0Z3AHjbeER71wfdZOR0kX2c6XV06nffcurjXY+gnbMWwRB6K4fUA7mEdlbRqWAhg2X+nfiOENoiHMuQTt13wvmejQdEzjRt+xm7xvuO4ARk9xvaYKuN0bobLP5gd7fq8n99xXq2pgLie+T7bz3exctzvaASSzeXUv8/74DUyCOfBsFDpP3oUfdC5QYm9wlWbO6AaIeF+lcfxe648uhJ7l6U67h3ztKM7i7fR3Ihkz6nH0Vrq+waLePsbG9uYuQFtGMjn00hfbOh+Dea/qeq9PGF+zsbz64jTyeA95ZkEC2nsTF10UjEyQvRIqxS86b4FZ1WW9/UUDIsYGyq/Yl955YyMHzwt2uUMy6+wNg3TOS9iS03cSKQs0VtAVkHaGVL1pzxjjyTXZFhisYUBilRqUtXBc7DgiGdBGxdxNE9DRgM6quFxl+/Dq56rWvrcpfb4zd7eZMRQtnmiDd3+pT86nd/XENQC7wSCwryrfJusWfFEvcNjqjspnKiYR1uqfydcrnHexZhM+teaB8+wFN62+AQbtEwZ2hvZeAuuv2HAtV/zMHbIkE4coKYZ+nwn4daJsFKCf1beeo93wqMSTBy6vwil0cOZugtnAXyf4tS7a2ug+Hp+DwTgNxieXvzvihzMk1pP7wKYIe320R3d/ogBRkwv5BD5Xq9d3E83oQv5Oq1VAXc/XCyTj+Pdmc6ItmN1TpOOKbNDrZtB1DorgHb5Cf6Da+et+3l6I5EGwVzxxxtu38cVjTQ5cOQf8jsoi+vo75I+vvdrfSiQdIZMo9PWjtvX6zsqNxH224S5Sqxcwb8ghGsCL9iv9VHmzA4hOZfVefOEBicRL4+zSv3Qu7Yx/NdMnSqJVpo+brq4k903HMWLMYEN7+53Yo/c+E2SvCK2wR7fgawOHDluYUVb+wNBQRleOQJk29qadw88qzl5teGnwdeFz9zj3dqPvhRN0eFc4JA0nIegkO7ussR8iB6USD8gQGjnjxtc4e9X2s+zCtiahBRxmLvt+QsOuM+dnBjpJxj9h+wkxLqUYg6LnWMv2Z485A1cC1JU7OkZ3lEherCByBwslxjfjWnyBUGPw8TXNaB4o8Dx3152iqwbqcmgYcPoNgESIJ8eQ4+Enlvwx5gLH47f7Tib0O9BP6JGOWf7eGrxHZYis3rjryjS/S8DUkS8LW5+ZZIwNjnlw1Mo4Vqz3jNxdhevXqCS99WHso1g6gEPrMVxTxZcX3L+0L6T3+eDj+I5UdaRjOWQQNZE0CJJjSCdwv6YnyUj6BTMXPNA6hP40EUgIWFql0XEWCfEQ6c9Z/s7Cs+cCwKfaG54bdDE7FN0N5bHxAYQXl3ElGTpFn1AcsqavZu+iPwM/GY1/3+EbPgqjxPhlcV7ZM2K+jPr0Evmj3944HI/YjUyQvQHccdWmO9mOk0aqfnTXzyyfQ34cGledupGijR47Omi8rCHUt6VzR2kUyPPkDZFaV5MQsRPTySJvpJnbp1FybMpJ1MkPmICdpeU73d4VLXmHkqWpEywo8cj5cu8CIX99vfGOMhkc8wQHSo4VdtC8qyplZyjiaXQMkMz4d0DWngDle9R4Gek7FEjqK+haz2heeRsPXI67vCwEsWhMTsK7yxEljomuOzF239VjuUHbR+Algve34KLOX/n2k2OrfcayHetOYjRgIMPHmvAN+JgzCU1+weJuEUG+DUy+TtLitiTUXeV4JNvoymBwV8c5Y509U1PJTrK2HiU2kB1tffnetvIhb4TPQgG6sWwV4veli0GMR6//yP7NjqOTZGgcfS6OMiwfwnY5PsuQN3DGo3N/JmlQd/48ERxK9QVFMXMRb5pWY2ei7awv+GiYMzkTyzm6BuY/QRJS++A8AX3VL7jSffZuPU8nvaXEGNF5vxFdyFkZz4uXalWxiVLOOo5B9L38hYh3QL+7dyYTZG8M884oCO7IJspEH8JCJA6JEHT/Jd1eAsFNTrwQPOdDO2zR8p7h3b5PjH3Xv+vx+MMqYLBB40CmOVA6kTQcDyQPzHwALa0wXb5UYgTRsn3kOszMzRhrSPggxNfTbc9o66lF8lWKE/jyYAAlOJ2goFU1w2R0gaJPdK+Rh7pGHcTRmdO0Okm9r5w+Ea4E7UbThXprEFBG8jGWYeCwxywaiORpOco0/bsSEE22rrzPLnKMH5EseWkYPeCsFUwG0MsFU/x8RPZan1t97Dydbf0RLo86UTy/72eDqzgpgXUE8oNGNO16HUmMaV5n6pfWzKrJO44ZvChA0hc5K8/eWTAXAZw2M+pp1SbJMqC/B34Oer+vtlP2DkHMN6K9Ak63y/n+PxM4T27i6M78WQ7P6MGr8oz03Goy2YP2w+7CtJyrNlf4mPGjZsvv0kMfCt5YXu1WoFik/ejyX4p5gf8sTbeBjvPo3nP2dCOtxCK0ETp9RUMlK/j3Csqv0N9+y8+Qn1rFlQOP5hXeRrfGvybcNVLfZ5NV/LuYO2jL6x+FTW6xfOC2/HeVdYNxbJlag+AMcRk55HdufcRePWg90ZXy9lsYH1VWWJ8VZ+PuO3sq+yfK2R5tcg76Kn3Cz0MV9XPnXAcd0Rlc0UlNvowcs/5IprS82fq1c7o9csuSpfCCQDGy8xpYvstioflb1PdEIIjXie2XZec0zq6v549cRXT+HyEKJrBU9srtB9qjNv3fg8R4Vk8u0yWs/67SXQW6k+G4UDBHw5uL1vPNVqzoamQrZvjh/dF3PBb+i/e83qOlfS8x54DPkZzP+L4a7r490JDxGCma81UU9f2t2IL5BOio3vo1d+PF3y3Kv78Rd+Ot8DGCu1Po5gCysY1HU7TZ7jaYG/cEMkH2yjiTGNMBo6kPfs8YPDnWh3EaPxQ+ryJ6xMPd26nkW5xcWllf7vg352vW0KDkgpcc02PO0Ef9YcJiTMLgjO3WyY5efoH4Szhew0cpgjZoT2f2GJV5shnJB/rtYRTknA0S4jFtJ09O7sZonMtX6i/q6bd8MSTCW35n5sz52coeN95LI9JRyBeaOd+xTqziX0TnJTAzHE8WHYWR3Y11rkPCYHiX2OId22j8s8lPRGuGfkwDy+CZ8UdJNdN+Zozgt+8zAn4mxoJwdOcbUCMhvLuE/RzgY23EjDws0buBxnvBmXP3FjG8qWuxzjsPRf0bM/aYs5MJso8Es85J4sND5Mydp7lOY8qZeqDg8Sub99P+8E7MWwm5z64cDFRupH8GK3cJfHgSk0isy+17kvOVuUZt70oEv2VEybH3gJU7vGD/m9u5/ScvpM/UzVyEPbMWb8WXSczh/Z32jxfogtBVzNwJunrmX0NHZIIskUgkEolEIpFIJBKJRCLxrpEJskQikUgkEolEIpFIJBKJxLtGJsgSiUQikUgkEolEIpFIJBLvGpkgSyQSiUQikUgkEolEIpFIvGtkgiyRSCQSiUQikUgkEolEIvGukQmyRCKRSCQSiUQikUgkEonEu0YmyBKJRCKRSCQSiUQikUgkEu8amSBLJBKJRCKRSCQSiUQikUi8a2SCLJFIJBKJRCKRSCQSiUQi8a6RCbJEIpFIJBKJRCKRSCQSicS7RibIEolEIpFIJBKJRCKRSCQS7xqZIEskEolEIpFIJBKJRCKRSLxrZIIskUgkEolEIpFIJBKJRCLxrpEJskQikUgkEolEIpFIJBKJxLtGJsgSiUQikUgkEolEIpFIJBLvGpkgSyQSiUQikUgkEolEIpFIvGtkgiyRSCQSiUQikUgkEolEIvGukQmyRCKRSCQSiUQikUgkEonEu0YmyN4Y6kuP99IDvmHkWiQ+JLwVcS2vzUDixfBWZC6RSGyodzkuAZ2X9I3SD/Nx216/MYSz+ojm/PHMJNHwEYnnELNTddeEVawu22sscybI3iBmBOGRwnLHga+1CmP+CMMe0eTjVzrmpHvU6s93heVHOi7l5gwEWoOVvq/lpLV1eERCpty9yHcjknXw+9E7NLNeozalWNlGPV5yZ0op/d9r4TXH1nq7l9MhU6vn/y5bEOr7UxRXx7fHcGYu2hZ9iFixm6avI0/i06yrLJtb57l61O6tBzlX+YvmrivcJpfGx3plqq8lBm3eXiU+QzoXwdX0GZX9xj0OgbvWzvPDW1mtzlhcIQBZPevzPDSOcn5X9a/XL9vVcf1b12uviddam7eyJdH8z/IY9et16vzCs+CUAxJG0O9c30yQvSI8BUo04dCsjsWd9P6J+Vije5Gxm2j4tDFxL0lkPlfHC8a8CzqAbr8jh6vuTiUKRKLfEVxn5kagJMpWrtZA9flQ0M6llhmkC1q5l/AdJcr4WHfLqLf+XTZZobenhuaNG6kpvZSIPEoWZcIJ1+vz3vyIUTJC0+V2Q4x7lnm6JovRWdH1L53Mt2uOk0PI8fNzF2/FpXYcWTTHib2t+hPIZ2RPPXk2bdRvzuNbA15L+anLQ3oz9Teuw2hN9Z7b/nE9pOWsC0qeaH2IsKKzsW8ibdyI3hk755257dPq7lY+onnnidC+B6p35W8g9G/v5PrwgvwlGtrmDffy4oAAwq+jsQ91xX/Tsaouv4KVM0EU792Mbn7EXhgb7NSdos3OWOcdJaWr/EeqaTvbUP6DuHyUuBPVji9415J/5iY6iZOYcgT2RqWMnMFqlJIu08kxxE+caDnaEWu7HZJ1sbxbeXj8a2NdSjFt228+R71er518edTdJXw/9Z60IeM79ubHiqZQSoHjjPqM2kTjrKxp6/fIfUAyuf2ofZK1/8/217J6ZyKzn3fia7GzxtuJhJhMjhmajM+74MnRW8VInrykD9dZ2z6odqX0zZeOhZUJvoeVtdN0W9stARLNKZySpEfSlvC+s/so9bXlF/Hjlk+NqGnFegHaZ9r3L+hzB2+ztHU559nIi+m3fc7suxnb6aSDmeFeDdqEa+2UvzQepbe0rhi15X0ujRv6DVK+iqojIuGrGd2gvkSBGPJdR/rrql+z6ibMNB8lnY0Od9qh7/y3iR0QH6WoPbO0i2rfGhTdkYgqX/QgYXenT+Nh6pwM2szyOHWHLPve9NhM4gzu242Yvdj5Fvwx7wKEngM6E3qaowsWI7oz8sXpXpE17Wd4OsLzNwpnBMTOvLrTbfyC5FrRHTgdpiM8VNUfrusN8pYJslfEKEAfHUCPZnc4nGChtw14gYcbOCFVFyxg1vnivMwqFdkfr0lzvDRPvF8bk/PSwG15+47ubniEYYjuoPLQHBRxpVG3IaA8gUPT+uog2XOOZhAFL6gtZ8i7yyw6Y2/tsUotkyg4LdwogAMq9pSd1+gujBkUtTntJ0+SmT5zpMUYx3kqkIZ2tOYe9cTzXJG3K3jEHQREIICBOlue+V7u0QS/C6kgaIIOr9QJUG+6MpiaT7TURUlbuRof2YBoHm6iBsjuWRn0Ln6dpTUzTlWTh7ZEzR2ePSSn7vidLEziIt+FsWISLbP77+1jFAjdffEEBrwgMRHSUN957KBjkQKcrTNSNdNH+6f8PESBWm18dqYZjz0JUxktzBenp8Hv/uoyd+Gs2bv+D7oV1GsgWfQC51P75foHWJ5R4tqei92fUefj+LE3ZOSLSopFZ1PzPJOE4bxGLfU5WfVliebWzuNRw1wwUnZf9F/i8rHgutrbH8/Wv2RCzZUzx8dCsTD0kQZydoXPQ0bxjTGdL+BnVKetKWsGoulDxoSJP4jp01qpovianyfnQJW9L6xjvHu0+/cbzHAmyN4AoCIIHKArBw4muUDwBC7uiH7a6bwKX0kCHpy2jS8eMAnDDNoe7XzjipRgVRUw2TRYmNUzfIfjjQM+tQ66D/viORdInnBSasyjCcYADeEfBzRwQsXe+VIYb6PA9cwdaxrayeHlmmfuHJtghuG5KsdxsI4eWjAwvJOvHoV6jdt6qjhmenwxT9Vv5AhHiS+brHm5K5vR3b1eAmoG1f3R9kAGM15/tGetBeKp1uiMyrs+2jg6OI94mU2StX5Xk8C233pHkeQGe3GWfqQv/D5+cmd1bjapJGXK6J1R0LYwvPY5PN2E1si787LxrVkZXbTUPHFaka8xgxV5H9Ehkmef3/nM/Q44pudsVU8PRDII9ilqG9jE3lc5TuKikeJf+yojXwfZDqQT0cU377emb+wZGFPMZwJH4C73m9fP0IL+h5Poke3BOSW2p+h8qIR22f+H4g007kwZ7ov78X1Dd86dOdXretYZSxkU4x8ujnnWJmL/oNXJMxH55au4ohsjfyPup+wFWX9G1xsaEV11LmSbgC8CMjrQwVdjR3aMiUgmykQ7kT2s9Mwurno+AC9vOkDHNoh+5Mt69FeRCbLXwsSuRU2WnRJldEZXjJCD7xnA0V0MjwAKvPkhjhxAXOavmZcMjPdnNIOYhlZ+kYJrNdPBJFMcUeADmIIBlueAngF3FiMDUFhDndjStGCi7hKX1/ofzqxnHIEjBIJOzoQJUgntLesaODoebKKqESaQJMN9ZsaoFcu0fmxzJGvSYcPj6PZEccDScE3K7XhnMUxuVzwfN3AFE3uiItavdX2esUH6DPM1VkGTDkpm1yWyZ5IngvPgdAz/oF7bFj1VYUNZH2SzzmAtsXburPO+ozZQ7wSJKiJiwbEMTi19ZJf5WJLkyt0Z0ZkQSZlgHVbk1PKCX/WAeOVlfZ4swIratrH4pzwIrFMhEdCgQGg22RIh8j+jcuSb7uan8yb6BXRnk6ENOHlW4Hf+u49j+jLdAWjPwPN10YVQ2B/4lstJncm+Vv8quSIinVZZvQAQ8gnPSOAv0frZPpuM0eOujnfV70Zr2ZJczYceXjAF7bQ/d0rG73C2PNr7Z5ikRmeE1TXcdzc35lOLVK3bzSAzsoYS36PxuZ3R/gs6GM1WiGbqt9BXaGyibU7knCEn7kRtvLvQVpAJsldE5DDPZn1HRgI5hGMn0n/3QORoiLEWgoGRg2icEqedpol/HH2izD08vJNKL0pAcVre/nqOVv8N+/h8wPEVb3PBENr768aZyDq4nJVmoDUfKHlinFCaM4IzuvSKkY+CmBk+cNAp5zRyisU6TE4CXQ23V8xJRCnRUo7e0dTozfAngpOgzYp8FvU5g1X5j84v39P1q8+OroFtbZ035+fusthxPBZ1oGb6KqeLJzf03SJe8Kv7jfQdtDFk9QJKLPvOs/yu543uRtXJwUfAs8Vn+kflXE7RXvr0HbkIxuT6i//mzKCLYZrfmTE9Hu4CT1ihd2whv80TF2+OKwlm3l4HNKuIgjHvoo3nv3h+Mdr7sz7bTBsU6M9c4GjtfPvUeCA3KNQXrc2aqB+cZjQzkzQdtEV3pXlnvTpM8TVsiJJmmpaZ26QejfQAbu/I2eQYc/708b3Jl2v392S46M94HdHV35E99HjW9rGfBWd++gkLLxEsfPw6pnvVZoa0h32tPCzdXODQ5Bc5Go8eP9F+zybJxm0I2KKR0tmB/DRgjzedKMt680LHI5YDf84zyl2+osWcRCbIXgmVpKJAjoK4anbRQ9OKN3JMeB/Ny8w4RpFHTpBqFwVDqA+RcloQrwtaERmombXibT3WVxS8ThDpMtF2hi/Di5WF0Raj4GPogJ2waLxHS74Ig+5dzQK8csNs2p80tnKc+F0wyBHRdbxN7CAA59G0ieRPBWOsDiUWOSP8ER1dv5XbwP/Kbd1Xkwd6ft4YG7+PyVSgRzZGcjibHBwB0Rjpc2/YJ7Ca3JmH64d8KqHfjx/WUT/sXjQXnVDw9OTQ+VXjjqDHifQzTCw7jEXJnZmkE+p3Bc2WRwE3T47xeXkOsDcOOq+8rOrF0GWtXPseDr+zGO3tre8bI+kL8vF5PR8/UpTcF9PBZxSEG9u5sJdnocfiPglKkpn+k/Q5ogB/JCcoyaN5HSWDUP9ZuGcxCCzlXZHrG+klrzz5kH6NPb+oz5OihfwbwQ+b78warsQ0Kzcp6DG0bWr86fa8LYo9BK9m3awP32iSosv1SmXtrO2d871GbTy5b2cCzRKd+SihtwKrOwftoaxfOz/eONrPWaGMbMYZk8THRr7ZVEwN+PeWKSovRART00rReOtU+QG4iEyQvSKq0pyjRJntP6JvHUytcDy5HymDYQDGabI+el729m7VBozvvTAY9ff414mC9undPcDnIOnIcujQg34ruJrc8Xjaypy9igixn3cZij4+cDRbkky2s+87gFe/VN++34FzPMvnHajq0/6w47nBBM05fYbgJHQysBwVbC9w28ZfOGoQmOgE0402ELFxORBEj96ItbuBce2A93LYFuujJjPR+uo7yDS9pSveIpgZPWK2TdDTSW5wMRnUzAZLXH+Gd1arOUd2CM17NjiJcIc6tmuzf5p2VbQX688a+45sDdv4jrbnD9kFnPVdoL/PfSDydQ2Xw8v7N1N/YhwefBLF8zX6ZEK/IFozPGnfQ8va6rqi4JrTk433MZSvcayR9DM9u3DYPFw+q5aiehRI6/r+KfxhrfcDPbcoV9V8wTraJsx9HvQ7i6b8mQIeAYv4XYC+WDNszz41T945snrV0vUukCAZh3GR6LM2JyLqF0Sv+vvdv1/oc9Wk+Xaklc2vx+zNE5GewDG+P87wqQvuawY84f4+3WYLPFthcFPysNJ+URZkb6VuiGlcFhzKBNmbAFdoXjLpDvomYaYOlh53ViHzLDO/DXUmAYb5HdUPHOQgSOFtBa97GTJimq523nhZxJ/HAwdK9nhJuZh2zJOb0IuSoiSVtU66RjyuiLKb6GKMcF685Ngq7niR5Vp72aEn/VByqc2Z+J759Dxe9NmG72dTgcAwsVOPgL/JNNwTdS5n12v1HXLcCWty4ibeJFsu2trPQD/6qenflRwTn2ys0QUV3abWtm84wEF3kHF6RE4yCAVqXQBVkiywC2g2UXLN3oG2HhB4ZwvbNLaWAeM6SESP8HA7LEi4jipOCLS+wRGEkAHdoYuMnWDtrTw5ez8xptuG2No7PogXROpx0JpHsszH0mfszrvIVmh1l2S0eA69UbKvfZ/pcxX6LAu/hez+uHQ6PTwGR5SYb/W4fMwHfAXBDUDnkY/j/V4bw5Z5egdfoHYIBCxJX+DQHcgf93jjegDB2LWLQTynq8+Ljuc0b0iXmsdXwUAoCRPNaypJTcEZGPY+h8j3i8573f+3lMRVtsLzFfR33t+PIaV9NryaDpi2lqGZ86zjdHQhx09u+Wy1M9dti3N2R0mzleOlz0cf0pMB8B3ysp8p/16zMTJB9oowMQOT6FkdECk4dNiIlemD1cadOVieoJqr7JNzOuPMizG8foMgBfEBabJ5eMHNFaMbBvE3Wyo3OUbjOYwSbXcneN2Xg7ZxSI4TBa89cQJoIof4CN7ZHTbBWLPwzuzojopWfiYIJMJnW5/X9tUkyYBTc6wNY85LjoEy5PDZPjLZFAGOSXItRrfIe/MXfPLvwV4U9enyCAKqMw6Glo34nNv26GHhQvIOMjehCPRsZHt4EljfuXKcU2WjgE7miVl3LFPurwlujx1W+04e/w4zXYDWR9+9M2//1Jme7IfotP5IF42SY3L/RnZEjhXpZL3GlYAOZ468p1dc3QkuSPDxND+wHcW+0wjcJ/MwczebR9fQqFbP6GQD77/6PqYxX5K+uWDJxhX9IK11zkRyR+0ZshmjMdBFkdlXo6y+QiU6jxs9WTYjj9HwIxpTPmN0doTA9f8ZPe1dKPMSBILkJK8+j8Ff8gz6iOQh482zKVynCrkAiQrf7h1dIkRzOuvb8iSHpuPaY/AbJYyuXIiILqj5fY7PUXISyp2yHXpeV+yF5svYQkafF+st8GVXJclMA0v34CWwIUDmuuw3elToaVfK4blbjFXPIBNkr4jRIbHB7PbZBNIoFlWv65BC1coHH3TJs+6L4CWfPCUycoTmDb1MaghHh7BDyMeYydbzzxnccE5PYyVgnktYqDZ6PJpJZMw7jqg9V8QFtO+/Gz8iqcXPSZwsGdVdQSTPMMk8oNW/O31mnAOTwFLl2ukpe6FMsuj1Hq+xGA/Me8Z/QMk3eda1DBVBf0ZudZu7ZWP2XOhzrHnRgQXq/9z1mKixbUneQeZyN0hkaqd9S3Qcf4FJBg/Hp06SWbpWv7nnyuGN1zf+p+TBc/hBuUkwQH2L52n1gfQBtF1Tw7h3BMkxvHIZqGldowM7NDdEW/siowQnnytKwDVH3lsL5Pugvm2sC7HYMmb1yCgRsDIWT8bKs4cT0tEZXOfhGBfxZsoWAqTYrm6fUjaDJEFrQ7FuRq8TmE2Sra6pryOkLuD2L/J5BQ3OFytb4dDzGadtJUtYTumI3YbMJHKjCyazscXB5opMSt5mA3szdyexIMusHra2d16/aV9bjzg6F7NtXwLDC1ioDw18BkfukH0ybaidV++GCz8vMAOP95He5X6Q16bbWtaB6/XoHIwS+8037D7nBZm5Km6ZIHtFaMeslxGFzp6lgx3S6CrFPoSoQ0646I/4PIFRICPb+gGQR0cfRP7oWkOs9NRv+b8pnFkedJfSqL0X9EOeBH++c+k5sF5hdKXkKqLgTidizo7JEz6r28aTSFNndVTf9yDYRySfNOrDDsuFAFAkx9pnwbsUJdJmxxonW8frzoOVqM0MZmeA5AIlDk2/E+uEEgnICeFygpwZfZdYS0Y817onyTCMvLbohpSN6f9zHD/yA7OZJPF6MGdtC2NxSReMzq1ONI0CY32mD2fa8sv7XNW7WHaAreC8MZnrjj5YT48mWnsitf+tDw+gtcgxG691OUrwtX56bG8NvWQNnzdPUDwCOsF1dpzOK/vN7YIX4Kxc8IDjXgxYPL+lf+//A33ZF73vfBmL4wh4dzmavoxwBf3gnVCLet/VM2rsTj+kFdDx+qj+OmG/CqE/9zOOzuxI3u9K5K7EKCN+VsaI1t3EM4qOGbOtI0nbcQZtf1flVOvwEbxkUavT8fIZnJFRrmuRjzWjG2GbYh+ZbmOE/LAvKP71kuiIJ93m8FV8n4bbQsu7lU205lxntLbd/wOLYudpy73Y6CwyQfbK0E6fqCMnA7y461oIeTlKkvFxdbJkRjnefZUAH+yV/rV/ikdKg8OkHUg9dnRYV3k7Y9D53VWQLjmKynEwtRFF+80NV1sb70qJ4HU8HYPmeM4Y5jDxgZzarULs7yqPd11NJ5oPqPTeHOVx0HB3sMaTP40hT+R5Iu0OraCT44KPWRqTvKye5YjOiB+itfWJ9LHnoIhy0JcnY9pnoUJPe5JsdKeFoKMu8FRV3sdhTtiVx7gkzydpTCavbL81+kTnnfQziPyI2eCstUeOPJclEZxBGlg2UT2nIeizwI8zr+VomEQA/e7CXQH2S8BeHI0l4Q7/Tu55vE46uSzrAD2SSX5dz/vN7M+MvfDoTPVVbYbJc7QOrFw/qjpz0TLicSYOETEGIMDtNrLhVbdTY2j/tPcrc3rUT1pYvnT97Bk+e268eMIbFyUOvZG1Xays4tG6ySREiGjmQukdiXhND9E+ygb6h+YSjKM7o7x2IxrjpPDx3ZUZUhdEZmR1kIycvWjJ6XU+WT2y+d4+eeOYspCzeTzdRCdxM1wjuEwHlAV0Igd25kCg39sdC9dEVjtUumyazoAXZOjdpBJa27tOJt2bhCGa2L9Bex3grdAimkgUlNL/efUjlHKMM+v8zkLTM4miE+AOWrQ99mzVsSy3f8KRrabsDIpyTMX3to+sbSvn9by9oG3o+Tws873e5TR8vucSTavQCYzugJDV6+LuHyB7Unfz79XI3ows2eTcRB+XVjzG6CwNxz1pr0zAOHSobTtum2d5qM53t43jyK9gJRhEuorbcE+X6aTbTEDIx7Pl8z7DnXb8EcAXv8iUte+jIKLZhZVxr2Lm7pqptqAd9+H4eZqdZ0O3XbAu1tioenQx7w6s7NHKOrs0aE5neb6O2KuqZFvXq7K3gCv61NhrY6cn7IjDi9Gf82wtQT9V8LHgrvXS/vfV8SN7z321iMY0D+rMzvpWaM7CZ3R4Q2ffO/OoHOn7K8gE2RvBaBtvO6z690XCL+lIjgzjWV6QcTdG7+IYqzj9ksyLdz+M1/ia0jl3t9y4fzHtlod5EwjXvv0bJXhBIHiX3KKrgjoBJuonkqK87ey2nblr7K1BJwI9rDokts7XZcIBUQ4QT2LM0IaJWNV/OukzTMBMkTlN/y64yYkbklTxuI+bn0hEBmPNJPBXxrJl64lazVeT+7eCVV7MWa34O//NA/GpuwAmg6JpnhV9/qnHHvLVf9fpOc1i1sbM3iE8U3fvXYxY76/2C9tO0PDOWBTMomT56C6wuzBj92yfNX2ufTR9Tj2edP9H7KmHD9WnvoLR3ZoPoX+3PE+M+Qh46zTS1aM4HMn9WT9zhEyQvQGsOnio76lxT/d8O/ASAWMDFSUZpAM+5AEkJBBvZ3D3XWSJt4/TiV6n391y+FIiOXMXWdj/JJ8fw5lbkSHPCTwz3mskG95SguMt4ModJLx8JrF3FUt3Zwf97ggU77jqfsfqvHd5nkkuyN9xEIbanF1ifZf7mTvLIN2T/BCNz6l3EeNRiPznqj5NX0FH0jPf6Zo++tjO2Uvv88eERyRZVxKYl8Z6o7SGYwXyqi/ivFRST+ODS5CVUr6klPJrSim/r5TybaWUWkr5LYM+X1hK+epSyjeXUv5qKeUbSin/q1LKJ0GfLy2l/OFSyreXUr61lPK1pZSffP+MXgavJWAfI2ZWMlc7kUi8NXzoZuBD5z/xdpA+USKRSCQSCYQPLkFGRL+EiH4BEf0IIvoLo8allJ9KRF9HRF9ERP8OEf06IvosIvqXiOi3On1+FRF9FRF9HyL6DUT0W4jof0BE/14p5RdcnUAikUgkEolEIpFIJBKJROLt4ENMkH05Ef0QIvqeRPRPRA1LKd+TtgTXp0T0Y2utP6fW+k/Rllz7g0T0JaWUn6H6fCERfQUR/edE9MNrrV9ea/35RPQjieibiehXlVI+/9YZJRKJRCKRSCQSiUQikUgkXg0fXIKs1vo1tdY/Vefuj/8SIvqbiei31lr/CKPx12m7E43IJtn+8f3zX6i1fgvr84203X322UT0s06yn0gkEolEIpFIJBKJRCKReGP4zGsz8GD8uP3zd4G6ryOiv0pEX1hK+exa69+Y6PM7ieif3dv80tHgpZQ/6lT9naO+iUQikUgkEolEIpFIJBKJl8EHdwfZIn7o/vkndUWt9TuJ6M/SliT8QUREpZTvRkTfj4i+vdb6XwF6f2r//CH3s5pIJBKJRCKRSCQSiUQikXgNfOx3kH3O/vmtTn0r/9yT7UPUWn8kKt/vLPuCGRqJRCKRSCQSiUQikUgkEonH4mO/g2yEsn+u/r3v/PvgiUQikUgkEolEIpFIJBIfCT72BFm74+tznPrvqdqN2o/uMEskEolEIpFIJBKJRCKRSHxg+NgTZP/f/dO8M6yU8hki+oFE9J1E9GeIiGqt30FEf4GIvnsp5fsAen/H/mneaZZIJBKJRCKRSCQSiUQikfgw8bEnyH7P/vn3gbovIqK/iYj+APsLlqM+P0m1SSQSiUQikUgkEolEIpFIfOD42BNkv52IvomIfkYp5X/cCksp35WI/vn957+q+vz6/fMXl1I+j/X5fCL6+UT0N4jo33gUw4lEIpFIJBKJRCKRSCQSiZfFB/dXLEspX0xEX7z//N77548upXzV/v2baq2/kIio1vptpZT/JW2Jsq8tpfxWIvpmIvopRPRD9/L/C6dfa/0DpZR/kYj+SSL6hlLKbyeizyKin05E34uIvqzW+o0PmVwikUgkEolEIpFIJBKJROLF8cElyIjoRxDRl6qyH7T/IyL6c0T0C1tFrfXfLaX8GCL6xUT0vyCi70pEf5q2BNivrrWav0hZa/2KUso3ENEvIKKfS0TPRPTHiOhX1lp/x62zSSQSiUQikUgkEolEIpFIvCo+uARZrfUriegrF/t8PRH9/Yt9fhMR/aaVPolEIpFIJBKJRCKRSCQSiQ8PH/s7yBKJRCKRSCQSiUQikUgkEokQmSBLJBKJRCKRSCQSiUQikUi8a2SCLJFIJBKJRCKRSCQSiUQi8a6RCbLEm4H5awmJROLd4qo+sH9+JVHKa3OQuBPtbwylqK+j5GFIJBKJjrQjbxvp074sMkH2xuGdh1H5S5+jmYML/mCobbPY/iwi53jFcX4Uiz3wWRzAa49KW9N6Ypwlnth4Dx3nRtKaz1qroS/nBWioT0GL5Pq/dfD1eNQ6R3TN2jtr7vY/wdOj9+eR+74S+yN9t5o6WBmP67aRvp/dY68vkpM71x3JyB3nA+mfNs6sjcdrEtuHSD8/Ql49W4uKi6g/l9yasfsfStrsQ7AbHzuwX1WHbXTdzPm7G9amzumLEYv8jL1GElrYl/3fa+A1kxmPWPbRfK5MF+3TS8Qkj0Ipmx05uw1nbPuZNm8BZ9l8ibOdCbIPAG4ybMEQXx0zdJwr/g5/uzSqaKN/r2IpQHRprKm3s+vvGfJ4za0ToAP7Dw1u8FYn2rC2q8mTMxjduaEdXo8f7iB7ScxaH2PQe3DPEnarThBP9Hlj8HH6eCIxps6+GkfrF/Rb73u03nes5RXDvKrbZtTQGX3XnLg7aK629/fXd3pmkqRdlkFflORG/LwUfB61HbDtZwLzVoYutjxKp9wBmBwbyFaZaJNYw1029DX8kVJKmKiZEZVH8L0a2M7ambsDRWuj1/wqvv4isf0A3hp/uk1Mg31nZbMXxVYvYIc+0hSFkZ91ff/5Oiz1G/jk0XizsS0vX+Fv1k5+iEB+c9j+odywcR400Ez8gH5fQSbI3jCiq8iinLDC936vjBv1HQXGbh1ZnvW4EU8RX2/BSb5yPEcGACUcPDq6vaZzBtrxRPVEsSM04lvcLaGC54ieF3BGWFkGj58K/ol6MR+m5FU7Xu4G/zAIdoLoBzoCOsDWczO8nB2H03fqq25bZV3jbSUpZ8Y/sZbLjuZCW3S+vGOJzmw/p+pKZynX7j5rP++4cwCdBbRXrpMN2ja6x3d/n2avUK7b1zGPqC3nSSe+RgGbZz+986HHf4QquSohTa5XZe1MnxFmk7pe2ccKaS8fM8Y9uiYuP+MHe0loc35ZuWjH6bB/ZzBKKJ2FXvnZO0L5z7v8lNH66DWM9G7vE443x7fV4VPdXhU6fpiJOSAd/e8Bk9fnY1bntlhLn7PXArS/ov467becHPTiGNnG928ecUfZZ26lljiFyMCjJFkpxXFmq6E3Iy614qBoNTispAwfWQMq+C+lD9LGPxOQePyvgq/rEUDitZ7l7QzMOqqAioJ63kY4AszguePuezODQv5cEQUkC8e4dv84L55hrUx2ulw59Fu7Ro9/irJggbjMInmNZEXvQeNZ0AZ9vHpo8OFYbB35uGwxeFlhtLGs+e1IteP7MXuudTu9p/bsyyCDC1KkI7fvvi6RjtOac8HXqNHU7Gn5jniOoGWOn8vCflTidqG2gp0PewbF9yWO1oDOlGmj23fGSi+TywbWsMlspwP4CPk0wy6ByxUas8m5lpneoopf07xyfr2xUX9+9h/hU3eZ2394/EibfJSdHpfkKnp3nkVDRE76Fd5W15nr8TavldFXfK0zs5LyJundDeS7EbHzpNpIPuW+ef7UWUyts+Pn47bqtyofieDq/EZyzdf4bqzGA01faV2L2gr6yj7INvdfeOe+DvID3H6Or3yVF69cx3OWHyW34os+V9W2AzTsGNun8N9HMtz0jfL3tN/OfWbkrxGoX8WM7ER6Scd/S/HotM+6fXpngPuIcQx58DnNYxuD0UDjvMbNL5kg+wCBjCkKDGeSIe3ga8U7Mor8IIjAY/+fVjxIORHrhwKkPoYKUFfeWzLC6MD3duq3CCDWhx06M74TtH17psig6ysjhzwIQzDg0XMoC/+8KSBwDf/ASZSGTfKq5cTbZy/pjBS0l9hF40sacg+OxJSk3+lEybabHXhNyya1wTyZQzl710qj5Y49SGjNYBT4D5MF+96uOiLRmH6dcpAnxxvpLJ1UaImIvrctc1ZJJMk8WtHvGXj7WqnI5DY7U4eTFO0ndrixLdnG4y015dlASPAphz19GA+HXQZL1RtMwSTfAL96LMvD0RcFjnecTw7OMzoD6CIVv0OZ2+CZfRNJuQeC+0Q8wSh1qOTrjjH5p8bMEPJMAvqL52M0luDvhjUQcqLrqKm72Kc9y4cJ4oENWU1umIs/O7Tfh/wWebZYO3bhhtMeJiloLEPD+klfm4851a7ai02rfoYebxRr+LSlXtI+rtsP/PZGRr79CChpHPFyJumJYsbIBxxd9Oa/23dzgReMYy6qsvUK/XZ1NgxvQV0fV/Ax6EBr8oXGN8l9iuRm3VZ7F00x/fnxUJU8N3KP9VnyeIRjXHDjM0H2gWMmkLh7vP5dfZpyFfjAQLtBJR24s/4oHFekVdBzYtBZg2qVCGwVGoD222PTc87c/RLt/MRoYQYEZvgdfjpt1mZ2jUMDq357zidXvLyOGzTkZJqR2VnrzrYT6Bj5Zb95kk2MIWQQz1tcRTP184KrA28xJgtW+d1nrKrPwXPO8ZjW+TrjiGmaGuHVYyM750Y2sl/s3LWz0sYfBUm1zvHFgz5xl81WKMv42LU3AW3l3vPkg/cy/1kfD61Plz0+pxqtlUdbHkSdCOljqDM3I7/+mJIGunO7oPb7/9C6eXIZXSxAPM5clYfyqfp64yL9eCbB0GWQrCwTOTLO6ny6haT+Os7CI10lfuGRyK6xV2bpzCaj5vyOlfGtffXtAOo3HH8xcFqB98i3UA9oXJJB2Mwe6b56HO1/tc+VMwJtAUgmR4mZiO8VrKwJh56vvmhjxlmRI7AWZ+BdJJ3vD8poztcxviig06B92LPA59f6AEf7OV9vlGxCsQmvg98bD2zM6Qtn2t6TOufA1hWydSOcfeJoBG1/vYtU+g7YOy44eLhKW+8tSm4WVR4O+kB7ngmyNwotG0hWvGSLm4TyxiKpNEQQHPSxPB8KViQeTFTk8Mmify9Q0OOcwaifNtzhVccLvHmra5RDp815wuWNLjIS6Or8LOQLb9knmESoy4Dh0wXDKwKk5gOyRvAKlKHnrzE04iaJyxJlagDTXxlOmOBkdNwkT52bh+lH0sHgfVsSG5176zQcrKIAQH/XPIhP4OCu+hZtndEjMrZ87FCjxF80HxQYoXbi+w0OzCjIKHsjdEWzFKInakH8LlD8fBMZBs/+hb8o0csTxUT2Eena/6fKnDG082zPpt1bzpN3Ru6EOANIvaCgmtq6X/MEof6cCDCnzsIF1rgs9wKSibC2l0X1Yc0ZPZDIRQnjGzAjK9q/4mUj2hzapiE/Tye4+XjRGPyYoCA8sgOIVz2mp6dWMSNnhZBMkPArwzHU5xRfanyhx/S4jtwG7oZqB/QXMVuuedE2H09hCtx293MbJEvhPtyIM7raP1fILlSzEd6+jdZV+D1onAnM6I0VeBfEkZ+o6/knUSzPTVZm1wglEyv7EsU/ejwvwQzHBwIV3TSA4D55s5DMNT74ZPtzd/gvdwlpjGxN3Kb5bmU+j6F9V3Lk5gQyQfYBQDvKRtCYDi+qfUz3OFRc8Y6MHqIxU4ZufZUO72FVtVPuXfG462W7XkJiBjNZfT1GVW3QVVreRxtXfn1meDUGtJm9Q0UrH2+5Z7aBO9nQ8SMr3412NB8/IJZtRwZqZMBFQow5gCZRx3mqso0XWFj5P+hgB2ZdWD3nauR0cadB6wika9z9HeiKGQfK7+vtaSz3SLdEyTpdpNeO77fVd6ws0LGzayASC0KPcOa8nd0e5ntuu6XPHBvDK/P08tSj+fxcNJ3gebqi/+DsmvPFDxhrAHhqtVGSzOy/kkGU5NNkULvGh5AlyP8BL0CNZMgmu+L18LZy5Zzau7js3V1CpkRf6ydEvMkLOYfOuuIkc0QJX97GPGpEQA7Ml9HY8biavyhoihIL2tdAdaG9WKR5J654gyPbP+tr8nOrfTf9WhMi7N+0+tF6WZmwSkInPL33QjV6OvnA7dks7nDLp5NGYO3C9qDgLL+jWCuyFxG9sM24iQvkwyMfaeb9d57v02mqrKzWAbI9sHeAN+4/xecVz02Xzdi6WUR25q44tSHS363e8nBuvrN3xWlf1+NnxhZo1yTyOfWNCHciE2RvDEiQRL1p3yzYUT80EI5C5H1HAcKKoyOuQmqwhAa6kqMDKn+Me8/GnU61hqdIUKLHU/SRY6MDpJlko8bsUs6uueABlG20jqCRx/hctnk/nWwSNIGBja6WcfpojIPHra7vUZXlmm7dP7k81VqpkH1peHHprJw1Gzhbp1i2mbtKihbbkbPJK2WezK7Od6TzRslvZF+jJMPR75gvTDyqJAAv43J9JTkf9S2xx0a1VnoqRJ9O6IRRgsIkQUjLBvuuaG7nqUAeRsn/hmelO/vW8FEDO9mc85W7hWfbIPl0ZdwJXvGVbTxom4vLI9d3oFlVP0Z2ZUV2+aMoREdy90jmWL0+Za+cRgW0idbmrAuheY5s25Wr/X08ihO5krfY7rXvK3S88c+osSt+Hary2iN9qBNAaG/isxSfM+uzyOQ4T5SJs6XouGPM8LH/z5NNxLf+7SXJzopwZLdWZKjLYftd5Z35U/u424UogaD3i7eN9O3q+0UjIH/iUfBsA2y3g8uy8WMLvitf6qAKv4vxmJ2fRZQ/QbYOXuAIfAN+ZzMvO6vnD1l2eA592YU/7rFot2cuDo2A9BXmQxI2tkrwxuvuPReZIHtluMLcPsGGQ2eHtw2UqBczIcMt6yGbgI7mddSea1TZhzsYs87gCPpRIf1uk0pkDOUU/4sYOylzgSGRVahRfxSstbphkNwDljnnEbUZOZvcAe/lsC2rAzI3MrCmHNShJElTzlGijPfl8q3XwXDCHDU+R043gnY60J7ywIa3aQF4UbRGV2tGV+gQf5DnoB/q085o69f1hJLNtjfTp/QEPzGveH3QnQRs+I6Zq3ci8FPt3WCRiCoVeq6VnkrpCSZMvyU1QjZEWwR0lhpdzyGXzo+lg5L/Ohlf+ADcNgI9xs/ByBHV485gRe/z+VqtyPoQ1snwvOk2ZPfMXJEF634G4u4uXr6Pw5Nkd0MekfhMPWL8UfJ1iRb7PEMRJbp0nXcRigd9SH9xOq2dLjt+BzySnZvWk6O5X/VTVoJkSM8ZV69hxEej444xoU+m73ybOODxufHXe/oulBPnJLLVK2OiBIJOmBj/aYlTS59o1rc77NPqHaHneLMEhZ4gMmecn0ndXdu1rotv4VX+1v4zH8vusbV1Xvww64chX3QWkY+MytEQXUY9PhEtUB4l/SL+rvk4k3QKuwtdbeGdyATZGwJyVmA742jEv6/yohXNTADsOU/eVRqhkNF4LGjxgv6XxOoaq6kxOnH7hue2JiL4HV9NQsG3q1hVOVf4M+u76pAiRAlh5DgiQ07O/PB4QZ3Hl0qIoUSZdtpqrY7cA8aR82UCFZ/nQnN7VtkXniTrPLJxsLzMOJ9gPNjOGk237f4/5Bij3zOS6AWMj4K+IMHLryLSC/qxticq9EyVor/f1BLCmo53hTQKbAVfQin63t7MGnWnO7ItqsF0QnYw9ioNt00/h0cfdAGpIbpyWuuYbx4A+jzJfYkuMMyem9ZO67K5ZLDlhV/B78GJ6LPPVRKaHmvV3/Fsj6erRoEUn5M5C6zBSnBQ1fcZv5NUG/QYqe5/RZ95MhVRbCzZO53WX5595iLmUefbNK6XZmVszAsuF3Z9wS8iwmfJQ3R3zRnMXyyzem8VQLVu5ZP9h/pT/EZtDh0Fz/cJmkTH2uubAmbBk+VeMpe34/zq2I/req17JC3ZvpUhv9fnxyl32h/91pOz6OJhZItWxdPoZj72oJ/47ewRGkvrSj2fkN+F82jyCoqZaCv0Bc3ZfqvIBNkbxRnHAuYKFgTGXBGAynxgqMF3HrDrQ8EF2gROzngrc5rB8IoyjceLEgmjPkRsfcgal60tWoemJIIxEI0S/zljDRlsFBhotPLK2s1gZi/h3EkpScUT0uZu4LLTGMk7DygryYSYTjChvZF7AQKeFu0gp9nLsIIiM05wvgwtNaaX7PASddqxgfIXwMg9p01s33e542N4s5rRifqqfhSw8Lm3fUePsEZ925gzSWX0DifdXicBKuEzeCQn5Ev6xdklK1OIH+RIrVgtrY/gXQegfOurfpM6l3Sshw4SD/oBbzQXUBwBLJaFUT+N58rbVPkdXAho0OfOuyMQ2V9Nw1MTUXJsFehCTPuB5ADT8OVbj9PPR+Hzu/4Xx7S/c8Yt0bY/ot+/i7PP5F3pJt5+NN9QxBydeT4BEtTN0qB4vVFgyff/UbB2z9Ybm+zRGrSJEgZnZRGWTfhp2i809ZPn7fzF1YP/2eQzkZIT5QeIi4esXPgiC/yJ32x8sY8L5+pOWeb6UcvnaD21PjJsKbvj0UN2qfGmq+64mKhxRofP6qDh2I58RLMcxU/ahzibAOS/R/EY581rg86qGmjKEHj+d6u7ikyQvXF4ssPro99eWVQfXR2c4c8EcoCGvjI+cuZagDAr87PP6q8GdSOsJny0AwwDIUabg+dMIuU3E2BegX50ZtrBrfJzJqnQymbuehjJinZkRR2pfWpttfPANoE7Uoi+MSB6UCdR0PoKIxDMi7eJ1iA6g4ZP7aAoh4focPSak3XWgdQ9OJ/aYauq3p8A5j9KAnisCz617qLRmstxrzp58k4uRt/hR8x336PSMhSMldHZ6QF9S5YN2p9xaqMkZXiu+G8m21wvaJkWzWt8xdzwQzbICh81deTc8E5aBh0DoKrk2njlUhB1kNb6ap02woz94zjuUOBno8A1RAkPXR6PxT4D3e/xeBcGuc6wDNIjdt75fk/6Ijzo13yujD2LRyWoormWvYGWtcaPl1hcgU5y8LIVeR2tj7axbjswlje/K3si/D+QgOS26A4gc+/5GyKxBSZ5PFpp++FHGf0/sKJ5grzH1bfBv6gQ9+M+OZaTmUS7rOPrhfYH3ZDRZLcVcRm6WxcffN5GdqN3kg9ZflR4d+178ftMHOFBn+mt841neFQ/oYhlvIGUwiUWiSgTZB8kUFKMCDnqc7Rw+ZyTL8pIB5gzt5A3CbeHvI2DAtAzjowO5m57J0iwzpED6QV5SCkiZ6hWEgmVWcPhJUBnVqOQvMrEA/JeTlg3eTLDnXsk1xGMM4aSVxTLDE+2ePS7gWc/tGI2zijZPVmRWxPnO51Hdx6hNtNXcp1EuRfQ8UB7eHVcyZDnRHk81+qfGw6TqOeJkkHAYHQqzZ0TRO9sXw8jJ7idRV3OfxcqVGq788oGi7ofv4O0J8k4TUbbJlz4XvF2/kv6Zf/9k/Be48BJ2hf3DBGdtitnMOPoG53v2EgiEhXNXrRxYHtdBiY9swyzsYpnE0QblrgaPbarZQ/J2xRfk8mvs0kyb3mvJWLAPhLeL3me120Ap+9dVDhLc0TL5WOCTiEyemxIux6fy3yxMaoqM37b/r+ZZIpOtPHxRme7JX/0xYFoPFPGE0IBz8bOOPZu5RyhfYA+ZLX6VJ+7yKe4Kw5o456R6Rn9iMZ6CaAEjFeH+49iSevD6SQk8g1X5j+TFK67kM/4Io3HlbGj2GgG0Q0ja3HF+sX2OzEfHxz15mkFJh9F9bnzPD/dRimxhEg0uIGtJP8Rr9MOdGt3k8RX/XnKQazTB6HNydYvD3sadxyulcTOaH2QU8v7aGdsNObqWoqr7qh8jdwytDx736OyRieqn+Klrb1DS/Pm3Q1i2x3teRt95j1+zszD0KF4bTgv2lBDeRT08b9Wp9vHvNs+I7lG6xjtI++HeKtOnTdnyM8JOdR3asJycCBLAUkudbEA9Uf9onFm6jS8s+CV6UBoho6rQ8nfS8wrGNfh4Q60ueqgAMmVPoe6P04uy/76+12+hE6gHjal9HeeeO35byOPut2C3G3JYcbHRbuvbcNVeHTuunti5sJCq/Ps2Llxz/f1YH2TEtYj3O0z69/eOfTGD+0+oItpjsfyfW5m0ycXByUpcbt7vEbXbg98RNPepT8vFCNfrbdx9gv1nfaJFtoSYX0n1oyVIZ9V95mLPSbiQNV+Btx263WQ5+T4NP4EOet/ykfDn2ewqus9e+62X2XoheDpI/3bv3hw+C9XkQmyDwyRMjybXX8NrDgEpu9C27PG+MxVoEcuOQoMUfDk9r+w3jO4YhBQkBkaZNVX/zva+w6iVaprTqFxhJmyHiVreLuZfeCB6qrTegaewYm+3zOu4zxODoP2tNGN6E/Rbv8uzv8l1bJOKGxlRXxvbUZ68kpQ49qroA08o4gGcHZ1fa970OKvJkaQLj9oefrpnjH0epkxXkC/zKKQTI657by7Wl7gTsBZxLb5/rU+S/Elt311qJdg7SWlXvs6/rlk328eG9e9/tmfhWvzySZHon4u/RM8XEGcrJ6jcctF/ssUdjoOoZGffLTzfcK+v6xt+43jJUVD0xyz8xC8heN2vy8fr+fQN1lkR8vTXfPJBNlHABQY8Lr+/YEH8QzpocKaTCBcAb+SbOoePHaElb3SV8ysspikszhuBG/tvKB45NCsQCtKNxh1+1fRJkqMuA4Aq9fJsBXDjA3J407FfDIqcOQm6In9XuRLy6kez0swzNK/G2fP8qPAEw930Orfp2/xX9PrUjeMz/IdS3j1jOE7b9Zojs7YFRbv0rWPQiRKbynxRRTI5E1rO30H/j3DvQheg9dHiY2X2Drq52c7Yy/P0F0Z6y1gPUCWPhuidzb4nhlz3Nb2vXLB7q0g9l1fjI1pf/QlcMfdY3dj1R9+q1j26y+OlwmyROKNYimwvtj/reJDUOQfAIvL+BjnlHg/+FjF98q88kwn3iveUrCaSHyISPuReGm8tsxlgiyRSCQSiUQikUgkEolEIvGukQmyRCKRSCQSiUQikUgkEonEu0YmyBKJRCKRSCQSiUQikUgkEu8amSBLJBKJRCKRSCQSiUQikUi8a2SCLJFIJBKJRCKRSCQSiUQi8a6RCbJEIpFIJBKJRCKRSCQSicS7RibIEolEIpFIJBKJRCKRSCQS7xqZIEskEolEIpFIJBKJRCKRSLxrZIIskUgkEolEIpFIJBKJRCLxrpEJskQikUgkEolEIpFIJBKJxLtGJsgSiUQikUgkEolEIpFIJBLvGpkgSyQSiUQikUgkEolEIpFIvGtkgiyRSCQSiUQikUgkEolEIvGukQmyRCKRSCQSiUQikUgkEonEu0YmyBKJRCKRSCQSiUQikUgkEu8amSBLJBKJRCKRSCQSiUQikUi8a2SCLJFIJBKJRCKRSCQSiUQi8a6RCbJE4kGotb42C4kBco8SibeBPImJRCKReBTS3UskErPIBNkbw6P0d2QYojFH/NSJNiuodK8RGyVAasX8o/K7jetrJ2e80c/w1br0zxPjnm332ijltTl4G3hteb4Kzv7qTKrz/U689fW9g73XmOHZdZ3pdveeXVE1d+mpNy6Gp3Bln8orGYARy2dndGYpNr/t6Fjr7PlYH+sMPD/vtdB4eemzNPTnX5ihR48X+qGgEsntWRajfq+lM67gA2T5NK6IpY6F3jJMjPsqXPhr9doylwmyN4zmdDQjIhwQr0+tPWlVQVvvQIQJNMZDa4sSYwefPi1Le1x+8FiNQUVlo7acHup3BWg9W9Jv+3c++XSKnwknWju3qD9PfB1zcZKLvW8VMoHkcGY9eNKUr6+mEdHi52IWV9a96fVS2L9B27vBZf1s25m1HdJW/3TdKvR68d8rBhXNmTvInm45AxNAku+ITwWWot8aj3c6QVhm0Nwc/dLbY9vmzZPrH88+eLwRaB/ZEGxL4HQgzsrQI4OoVcpINvk5CfsujtX6yL3H39HvUbml93Jhwflg+z5d5I4hxrNnT541WU6qL6SvbDiqX/VPuT/CeY34iWhxmoIvZRPMGIJ+NWUE6kd4ixdEps8U+yfbrMlxdO75WC+Ju85iKWVJx3tN77ASmvYszajdayc3VjCKf2b7mHgJxE8hH4N61N6zkx5PLi3hX0lfC7dn5zzw7xBNxN9ZPPL8Z4LsDUA76ZsC9ttwAxwleYSDr9obo8/KogAR8bUaQEBHSM1Lz88ENrq/mtMIegzjEKqxuIKDyULAP7G2RpF5fDlzuNtZQvsmkofE5kZgPUjOm7fX/HpBachfUIYUuZB5wuuo92Im4Xw3CqmEzqj9A70MV9bc9iuOrd/2jrV+TecrSqwYGSOrD2CiRzlQUUCGbAGpfvo75A/YGQ/hOOR8b3rVdYzs2iF9OaMzXOeOqPOg1xbSCUex/Wd1CLJjV1Do8WdA2z5Z98Bxne9RO6J1nrQNCNsO2iE9/RI6iusJIuxnzEzR6w/bqrF5fzEuSf2GzjSy1Z5POarXOknrVU/fab44vbE+tTqPt531dUattN9AdK9vMNzzQH/qOk8mkd88w5PZR/UP0Zw/19xOofrK2k2R7O1fEkM/8kZavV2Rn1GbtwTvvPN68bv6++/FouJT+XZD/hb8sjEt/7cbAyofsfXTv2fHbLTQ97eOz7w2A+8dKMDXdV6/ZiCjJBn6jQxJrVVqs2qV24wBEobPYV8rED5Wm5c8jNU4A5tiKqLf8UNNZR9ItCWiSqVzgRyoUfCjlYboU0rnAzlyqAwZE08E1HT7Z2SPWjvdxibJ9nUpRdQ9U6EnZz5E/pVk7Hw6cs4WQcumDXw9GQSLQ/5etD7eHkQ4nIQiyjZakudWzvu9hCPV5qXHhm35ZyCTHo1VJxj1u4rVtR2eG6B/ZH2jItu3OWk5aG2oFKaBLD9onY+9xHKMvo9kGukj1F+vg+f0RM6QdbSOdTjaRHZP0h0l34rWJ23N4dq2fYvk27MF474vDSR3VxA7xXYfRb2i02VY7I+ztnSch1GdaQJ0X6SXuC5YXbsSzJ8UjzPrdAUjncV5Qudb+0NG57C5Ip0v/CDFl+FhVA/8LNEe+K2m3BkP8Rb1lXpqrIcieHr/LiCfufnWkJ+JOaCziM9yFZ9yHPyb221PD0Q8W1sTzxetdWVfgAtpfCKokwbLeFdik+u1R8Dzo+62Ky+JiGsuw7ydPvO9nOnNSrKf/hRjLPIV8VsUvx6vvD7yKw2v7PyY5D+p86fGQ+dv1jd9Kz5UJsheEaEjrto1SOXsB0kaXJkiwUYOEIEDNsogR86R5NUGMLpO8MaYEIYLOXAO715/7gwih0cHvI0v3c7MgfGBjL/nKGjlrGXhanIloiHXuor2tVZ6JhXMsi9axo7xrMzMJFj02LwskkPevhuGFrwC3kdKfgX8qprHW/T7DKJxeOAe9UdJF09+0bhh0u2VnKmZtR050bzdClACuLIzooMKuPZExnNqxxI56YhDHszoCwRenwheIIQu1qBzis4UdzCR4yZ+q3FRW2MjdTDvXEgR9YF90+Pz/dRnbeV833VMZv2A0/SJJZEu9O1lXuKDmFwFY5rfrC+38boxksOVJGcpivagrQlYJsaJEtejtiKAQqp9hgb7gs6VSCQwX2rE/1L9YJG031orwQt5+zR6n5ULzA3PTU9R7B+MfAc9vk5MetD+oKk/mbyYvUCyD6IaYR/NHYvR4v5w+yLWYCLByseLz8Dhx3Obj9aUn0/h/wPbEK32rC7xMNKzo1hgZegoJrBt2zouDHAjtO6dkXuv1sotlhOPIBeJU37ihUVEdpKfI9OerE946G0pL6UQPVeiJ5Lrg304OR5PkNvYOdYTZ5bD8yuuJqMzQfZaqHZTZfAJDMjer0EGW2NFzeka2p4DROPDIOvkQRgpLs/oiDlpbxIxrQ05uppFOlFSd4eqwoMvlYizbqyd5Z+v4Tbms+eAUmCo1Tgj52PkRAlaiED3DLjiP9bMV7yRw3msb1H77SfLtKMieXblEPhWWgY0n4jW1cROUUyM6G3vpHDoAIRygI5Lr5Rfi2ov+FVE+NHzxmu/kSF9JM7aQmRIZ/jmqquosvZdtN//J2UajxMGCM4FgOiig+ZtBlzfoH6jQHh0ToV+1Z3wT2iLeFsvIWjuNmYDh3K/MD7iF80nSu5pXL1aH/WfEQW+FtyuRBytyJn2c8IA1+lLhOfJAxx9nlYu2oxwR4w468wjeR/R5QliTaf2/+HktD4rvJ3WRXydkfryZRzzhuz3bDt+3uF8lmgeZdyP8PrOAvHiPaob0ebBvEcDjem3wb+N/mQMHv6hlIORXa3g+1qC1Y5p21h6NnkM7vreCYt9X1Bu6Hz2PaJYh2qM7EBjSTzJ4PE19ENjPkZA/vVVO3ZHsmN1PP4JIXxjLmPXkqJj3hyfhZjcqnIBodyU3ubNqNATybvjPP+n1blPS1DgB9JNNnT/351rnwmyV4Z2eLaywGlUwu22mxhTO47cyEmOlEM1GAs5FMM22jj1uXEn7DjE7XEGzT8RS37BcbXDtyXHntmam9l3I4nXAI5UzRfR7pnPr8FJSIbkWXsvkPD6ekHtoRhxXenfD1pPwomw/bST0vawNfAc6UM2JM+RzDfaYmnbp8OnprVqjAtZxVz4Au0F15wEm3zxqPGklzFcpZhgV7YHzrBO9AFH7MLUTmHWyYzuFGg4uy/Nua5UVJnlTeg5lpyJAkccxMnz4zkknYiolDLUaK1gpPv7xY2KLzz0sRlPWrdH40AdTSTkUifK2BDWhAKnaiUwa1/gfjF+VtB0B18PqcNWaPmPehPJ8x7hzuMdOfm2rbJvzpmI+qLfXAYLq7/yqCy8wBHQWRkH+orsRziO5knTYF+Qf4Au9nHfjbd/rmzPyHmMnO8p8Be0/Wrjojk1flq/UjZ/ro2N5o/A5YHT5ANGCT+ji07gbD+YWKN1GfZ0K98P26ea9rrOG8Nrs8rfmXWL9ApKDPefwE+MEjjGJLDPl3SZ7kocdDIqZjuDVT27mmjjF0mm2tO8rUYywnXpDK0oRsZjHp/RWYxpSIHm+lVfbKhU6FmtHvJvZxKKVbRT/emeJFmj7SbzF5EJsleEDjSR8zYb/Oi+cDyPDvvNHXLeQfOCxuiBERrQ4QMFFpC3Yt9T0x73M/2J6Gm/gujzWXvChzt2kIddASLHkTuDeo7I+Wt1K07+VjfvgETwrgA0tLVBj1K29JtxrOl49CDiqc1B7xl6BDCW1WMNo/1F9ErAJ1KsMwZ81jkoO3PcmeLfORUeIGse+/dgrLbOOsjQfU0CrI2piweGT/Mf6Yu7r67NJgzOXMXUy8PLuVGfPZvCkVBybx12Pymy6lj1MRizM71HjgtOdJDQEdH5bW2aviby5Qbx7NpHkyirQsbFFxgECTL+/JQOQ0kf7qDPBIwzGOqkRnud9FDnRcHgTHskU1OyOOX8y9/6goJLt8hkyuzsooSJrm+0Z+H5FahMJzBE7IYCejWGJ6MeHXlmqmiLLoZ5cH1gdlaRfjf2hX0WOt6VGtlPdLEJ0eS/o7fMmQtRzthIX561ifocriZdkMxA36sUpks1D7K/ptH44uWzFyCmeHP6eDR1G33ejR+oGuskAhzLoX0Fo7vx0N1j7exE8uVdeDDv7yQ7Fy8x2wbXumfF/o1kxPpE8UojPYja1MkdQzKik8UVjMXPqDfSGbsdwZMBHfv2M0RMxTMdPHN+PR3rXejguDs2uIpMkL0yPCUvAghPsTuBB6qz4x7jEGmFehxy991bEc2BpUKOFg4ARS+RtOFXL3kgyUhap6qyq8Nqrl6i6xjdWe9gj0bOYes3Ugp8X/lcbDv8Xg3/ThMpL/rx0xUHsdQqlKHhjZRccCeErGMXKVNxNnRdlVeOcW9Q2taCs+hsnvcYhK6vbE34OMKRGWx+ZEAjeW0Bjw6cDr7sewHE40gqmYACfz2H6f0LnOwZoLaz/fm8Rw61B3FuqK3xnL5VpU5bq0xMf+HE4zFREg1dTR3yTlgOD30v2zaaTT+OgtujTAUqC3xa23Fsbg/OnOBb8yES0yNdpps5dmCGbwStF1dltfUf3UXm8cXXUp4dbH/4eus6G+BZPlbOpGcbUIE3VT4f/Viex4tns68691GCRfsAJvCkQ9f3Nvv/kM8YvRcGjqmPDrAR/Fy0gKtQrKeQjhL87L6CpwsEG/Wgxy+ewvkwvjnvsQ+qOgFEyf2ofEXuvSRYUZ8erF+8f4oypd8CR9X4/ajNJC+mveIN+y7+vrrFVcpyO/vcpkH9LRLDi34L/z7Qv6ivbo4SWLDvpEzpJI8e93iEtw3K6gY0HwXvLMxglNwc9z94iHohXc1pIPsSjmu+zNGIzhryZ9qTRC3G9myEseGNJzam0d8kz/KVx2fRRR7k251BJsheETZwlYZAl/U++3fUVxsOkcGlo69p22gqx4I7DZq30bzmrvgeB1DTaPXicUoWMIoXsQpjIV8saMajQwHwcp/d2HkcGWicubffkXOOeF+Fp9jM+9DU2jwBI96SPshnQO8gQwkJ2pNvx11+fF+tovbm4t69V/3EZPTYhef0I2VbnO+iDQh2Ip09FRSOm2ztmFDpwMkbBwZM7LxpBw/1m+VZOF5h73Vncgb6/PExtM7cfqBgvp0X5303QyZw8Diztu28hQ4idL5kEj1aV213OG/e/JDd8s6wtElIj/vMIYeMF5hAXpftY2m70ujpi0SI/8ZH02Em+Qj0+mgOKIi6EgQ0mqP+yNG1ba4dQiF7jS9m5/V5I5qwnfsnnyNOME/4IiT9oyOxOp8kmwGXlbYGM8lUr17L3tx+e/7R/qna9XPA9sXaiO23sMvF3iUrA3ucRBM60OH38HmPOR92qvaxkc/rPXaFdB7v4y1sP6tBMjAaixeeSYJ7PC2N3epc2Zg4Q0p+iGS8wuv1mYUJH1AGbQzfI84PyfURZ4XL8v4b6e8+j13mhU0I9kufc05nBTN2YHTRdm28PRHWfjvEisPQyhk4g6vvMyPy9cls3Cr60RbLtO9Ex17ZVZO0r75XTdtL52dMw8Rnxzo8tyRZb2vHQDFiJwLGEP4V96VoHAuM5nH3e+oyQfbK4I6pdgRQGRGJIB71lYajfR6Ojh5fkKyxY6H7abb62Mpw8HHQQYzQD2rRBwo/lqPr2vjtAKI+OtnCM9vcUT7ok3DqtVMuA1FWxfrbieIgxXMQOW0+p/Gtxr5y46O2xybN2Focj9SY4Qkmets8+XdHvjxD1uq0XNk9ZnwyB8edNQp0FyDkhaQBRMlFztsjgK789qTAbP/e8aAzw27kwPLRkb7Q8OrCl5BPLGp31PnZdpaGO/fm4oI+hzSxxvshMK3YOCi4OH7Xrms8+mgF0IWRWXjOkA56hX4Mg9tDGWg9MFA7hocOFMir4PbQBdpOyPE9+yQCQa9dEETN+uA8OHop9DOx/7hbN5lgWH3Ktn7irsmPuPMVjBXzsn1qGdCBLVCjy+A8esGzx+NIn+jkowhSsArvtD0eeRuTHAA2vvNaeeJ9Yk9UEo0nDcM5M1qiFXcuIAeBThqssa7liRJuB3g7qIMBH5G9mk066ETdwbscG4078vHDhBuw9Xw8817hnSC8KCfo4gl7ZwL5O5ovlKDmig4F+JwQl8uZx/q8Np5ei9o+wg50f1n5HSZpTXZJdIzFf/P59YSR46/M+iFRkvAKZvfBw3OVdzZym4YefSVWr33HWVT1na/NapJPvDdS2IzjbtxV2uhiSGSn705u3YFMkL0ipIIGjgb5wkREIsDiiQh9Z1Arb104fV7fFKC+aqgzzLKfPFSNl0pHVl30UePOJtKIQDCjmeGtlSbta6SSf7yOK3gUqKF5u0YalAfsmmQaGmsWw6CAjvkiWTkUpF0DlyJwgLz3fR2yUWEQj2RT86+/87GrGpvTOWQczwQ55d77hdpvN3kDiLck2RkgA4XmYZ3jyuqKkvN4TJQ84M6uN5fQgSWpV8wdBZPr4ycb5wgIJ4b9tvKI5RTVI11u2w8SXNxRB0n2xvQogNTjoXKvDZ8HWk+9t8ZGVHVHkBqX24lat7d+mLuXRZ9gPdEAKjllAqdWTs0Gazk9VCAKNrUO8hKR/G6FlYAIYVVvmAAnSqYuYOWMhnQgbalY+JnS/UI76/oRmFaTgeNRK5wk86D12R3rvAqsT9VfAXV0v2dbKmsgfCN1SNs6P+tzP5D71cSy4A2cWTkoPrsuTUhLyohrW9ueM91t7pY0cwC20eF7BiN/xMN8wOuUKzq4HTqjsY0kwjapUUPjRb6PLkcJ6jBhB+TSsxEejA9Jdv2ivnerlfAdYmxcvX3w6QiwBjPLouc/oz8foWNHexnr/1jWjjHwX6pv9JtP4ibwCa/T6D2niNbBk5X7SjIOPLvS/Ix680I4u7+zietZZILslVCpWqedWIBBYwOg+3PHRPdp9PhjOehKT0tqcWfIBAQVHBgW7CGHwLtqxB0C7Vjx/p2eGBitH8vkK0cx4uM4wFqpS6fHTjtyCix85ViPIBvQx32k87aKqsbiY/KAdaR4n6D75zuwpWyO9CddXvidgHI8FGQLpQtkmA+m+7Z5cTpCmQIDqZ0oBPleMcGCGHtF5SOHaJQc4+U4KQLeBRQxAR3VQ1a9sUfz1Ab5ta4e2atcWG/M0PF0uWm7/087VRWWOUSU3tRVrW//E92BDRlNUe935OhU9R3R7+Wcr5YJ2edlnLaQP/lbrKFYJ+lM9sQY2LfK6xz+j/Fw0lknWrxJ6DV70kHUIDAaOZMtwFnRPZV9euf8ypEVCYQa3GlIc8kFzhf6HcuPvfjGeYz0/8r7JF8Krk3s9bjOJLk5LXYOjFzvjbnMSD8rYvagyflA76tDc4JzEQoW9INjSl0FfTBArxdr/1LNY1Z+R9C6YFXiIt0t2i3oCx0E8zKiI9DmPj5PNppwgLXh/DT+vTGJmE4P5nWMo+8ki2eMbMqw7YPh+Zpnac3QOd5FtpbEgHp8nr2Qzl2I7DSqavN/Ck7iUE7aetLaPiJdg+IDlGRG+k2/N7L5aNEfvNPg7WaT1T4tP+4eIbLZK8gE2SuDCzYyMMZQKWMi2hIZOp3GLuxUj+QWErt2qyiv7HQVTQF2uuthcY650WGEtEHj83QTWOyOIzkkcKp3pYMSNHrNvLElb7EzDo004Ml7h4XKz8h5uPxbXmb9cx6QuLpn3z8tKygY9f6kunaCuGw1RWqcVFJ7Q8H6E1pnNjjgV8/LNJpwfmZhDcRMMGtfpk0k/8KqoKn7q/EgH6zd0HHvG2hpNWdCyyRykmfkc2QHH+VzevrCtCOpc/T6yqDf97N44oU7FN56RolOHCD4/Tjd1eWcba8THlG/9ifEn2qRSTJqZ3/suPM/Q/5E8l1MjY48F+wPkig9pHWQcWBZHaIn5tvpzzz2fi5JPEokoPYrSd/ojtMVmxONEZXDuxdH9nhyHP1ITCFfVlaxtM5qTNhG6ZxtjJGOsIknnejmtFsfXH70rUyuOTPm3DeFFoHZF8QrqT3V04T+Uu+n3hfF+sh5WHqeX9n5UIbQ17Vzr7xANmQFZ88hOsPWtzzOok5s8z6er3b4/0X81u9taj86HbD/yMbqOCGye+h8635CjNR5632YjL10YhwN58UFc3dj+bTP3MnD5WM2sfKWMGIXrcdzdG6tWuqY8YlX4jreD33nw5uzZPTn8VXSs3PtMS+zH+KcLczprvN0h3+SCbI3AOOIBPXdSSEcrBFZo3G8o2PrdDj6lhcVD/fxj0O1fT4rNdIDnL2OBzy9rx1OBCBeIk07rshxP+jFyRdx8Jnxbc4dD2ha+6ESI7tHpMvYXD1y6CqAbWPH9RRKpCDq/k/vYwPfTz6uaV+JPlELjhRtG4/AGsz40WJIoPwbCyLgBvy2eYklLuKj0z2jXKMuI2fhDsMAjZNjkLv8B3Jnr7LaoH8+wLgn8cjRDXP7zQbQdZYfXIvOlNAJZGVQOM8Offm4uhMA8B/sN3TeAb86AOBlSDYizDjG+vzppFgrM1c3Sa7hM1X6pCW3lE3j55pDPMK/r1GzPYczKpNXOsiJ1sLYkKBer7GWIZ1ou4o7HjFZCV7QXN22g/qD5pyOGOmU2bYz45/FSNd446/o/Ijd0NajdQvq3D7szFj/Svs6c3KA7Ei0JJxvrm/QWbP+4tGW2zNO15uL5kv7163dzHaiQHZm7h6mA2jBA+JLtoX+KyjX7XW1t256zb1H+fk+ik+HFw/cxs7pJ8UnsAeIjrUT9yXRzsnHPbZC/GYVd+jR6IKIz9OmdVeGv+KDRhdmzAUDDhFUz10suwIttzrWQj6q0X+K54hHcSex4sNLvmu/8YVzzNN4em0GEgeQAw4Fj9XL9ocBqaJd7UFGo9l+t8CjfUZGx02STLTZnBn53XVu1RyR88ITaJC+x5+i67YbKCm+jqhvmOQiO8cRzupMKyNxm7aOXVbYb12m97HNW+xL+6ecGrRHVnlbp0vyesiu5tnjl7ftMs8MCkoG3xlIaZRS+r9VnOVqmIR36pDjNzce/s5/P26FXwfYYXD0KmGdIfRh1XJqaYszBmiI8Qa8ziDaV9vWtyn6bDf+2hnl55ST4Wc84se7strLBryKtY30kerv2gdb9GbwWryNxl0KhB+orxGK+rwbs7NZOY9bG2AHyJ4XfZa036X7i0/gWyA+uE8k/Amam/8oeRpduJDz0Wf/aOOtaVTn8aZpPwLT7+J09mUWZo+J3P3E/Q/divZCy2TIy5BXqb91Px0XWNsg6cyM+Rq4I+Fwxx3Nd6ORPzPKjI8iZFH9O0Oz0Zqpv8MP62Xgt0e/xVlID6zqXu+sXlm/10QmyD4wzCRuxO/9M0pq6SRZG4cnPBpdHazoxIPmwTMwvH6UUIpgHDhQN2Ogu2F0nCpEz2vn8QnLhz3HOLN2WiHOOEmHQ3f81+t0W7L7ip3jFZ7tWJFcz+Bq/4YzBttzJtbuKsAGPDKGj8ZjE4oPI30KKBA807//XnCWruhNPtYj+0UtV87eKPivzC7BPg4tSyfi4T65fk2/cOUK9ksnm7YxMS/Dfg/g5SVoryAKdFBbU6aSELIu/r3anicjRud3hBldN+Prjfqj38inXKW1xMeg/lqSYMJXXaJ30J1NIM4mzMZjn7MfZ3GnDngr7ytsiPhBj9PN1L/mHL27H932C223Nuv8PMK3mNJFJ8dZbQvvTEPx8jTV10cmyD4ShIdP/z4poavJhKtG6VG++Wse0Dsct9cEUvMjuRglyXAf/H0FVjFvBfrOsStjrOKlXYaVgCqk4yRurgRr/lgLjR2srvNrJAJmMJv49Np/KEAXV2baXxszCOrqxFpfZ+GDhZ9k0YHJ43lZxVvk6S681NziYO9leLiKmTks2S36cObecDe7LzX9MxdWz4/1gW1q4kVwRkf0vif7LY3xoIun7+k4ZIIskUgkEolEIpFIJBKJRCLxrpEJskQikUgkEolEIpFIJBKJxLtGJsgSiUQikUgkEolEIpFIJBLvGpkgSyQSiUQikUgkEolEIpFIvGtkgiyRSCQSiUQikUgkEolEIvGukQmyRCKRSCQSiUQikUgkEonEu0YmyBKJRCKRSCQSiUQikUgkEu8amSBLJBKJRCKRSCQSiUQikUi8a2SCLJFIJBKJRCKRSCQSiUQi8a6RCbJEIpFIJBKJRCKRSCQSicS7RibIEolEIpFIJBKJRCKRSCQS7xqZIEskEolEIpFIJBKJRCKRSLxrZIIskUgkEolEIpFIJBKJRCLxrpEJskQikUgkEolEIpFIJBKJxLtGJsgSiUQikUgkEolEIpFIJBLvGpkgSyQSiUQikUgkEolEIpFIvGtkgiyRSCQSiUQikUgkEolEIvGukQmyRCKRSCQSiUQikUgkEonEu0YmyBIPR6130LhGxOt9le4SDy831IuOJca9ud1s/+cBxbrXo3VBfVf5OzNvT/bOyuRKv9b0zFgrXVDbM9M7+J1svz6EGq8+XDe4+z+ofw08mpdSHtv+rWJGH9w+Jhun0vWzgsd4ANEXwofCe9eJLzhWYsNd63GGzEvu+1k0HfMWbNhbsBV6FR7vW6y2X/AdB31n/Zcrsp/48PAae3d1zEyQfcTQwsF/ewmFWl/X8NZ6XqhXulWaMwpV8VRFeQ3H9IL6Fnx3J0K09SlW5/sIZxMSo6ST6ROMhyhxJ6qK37ZPZf88mpvs7v91GpXQLnmJG8GH4kXvEdxXMM8IXBb8hJkcd5r2Ii9XMTpTaL+8NrwumvZZx/OOtanqc7ofkJu4fRWyP9Y76hwpGRMJEq3XAv17d9LwiWzkMhPMoDYF0FrFlanNBIReIHGGD6E7J+iioEWcsYlx70p2v0Vs64j3T9gDAjoHlEd0RmWyXo6jvyMd5OlO+V3JzIKOjXicxYoOlDLLvg9oRzLN93Q0/mg8b3w9XmjjJ2isjNfGdOk7ZajvcPzplpz++jgvjbPrcfRZG2OWpr/flqZn72W9Q0fYGGAvyK5LpFf884rPd4Q29h26547+S+f1RN3pmPhB5+s1ju3pNbgw5mcu9E1cRNvwUtY3v9ZKJYgmPHrPVHtgAtvsJLXD9UxVKTutVQs9l3rU7b+faunjInwSBDZ6XWqdC6C64t4b8y7euok+VdWw9q2NDog4n5xvbrQQ640fXW+MlvrkY/dytT6ttig+IrR9bQFn2zfXKJRKhYrZm8om1Iqb7NXWgM0bJce6YVZz5WMg475tocN32WSzz7XJ5y67T7X0BSuKPy43lX2p9SjZkhfRuYx3IHJmRuWtvyffRErGJmjLPY1pe7SEzBKQRyW8uo0Zo87pzH5mWMNIZzaedZMuU2z+emh9/vQ+RjQxH/Plla2HGJ/pqVk6Yj4TQHrtEc6Tnh+qa995+SwewXPX7WpftAzqAMHWY/1ux4vs2JqzrG1LYd91OVp7YuVGLgeQezi/iYXGcusFgx7v3r5pu1WCs4bGlXWbzfB0Ggogm23ivAl7r3iWfhS2MZ6dRfyM9SjQL4R9INNnl11PPyL++z6BMWb9xgjRnKszQDQu3GeyPuAhfw4dOs7gaCz3wp7zfYSh/X2NKNrBlL9wkV1kc8Ue7v+zuiaQ8YIv/bjxBh2fnl3WfRFN7Z8I3bLgw/K+vA75Zm7//pP5iEAnjvjhcxiNOYuXkHBPd4/aTtOfGB/pIezXYr9hiZ/uN3m+61ifz9ioGWSC7A1AGzCv7Kg7DrwOJD3aHNGdQc90JLV42eZ8e4qLROJh421LnOgEiw3k6EjKeU6AcyBQwAoDDLIKVTi7lTsPcjBkELSj8az5rljpeArj2E+QgAHtRs647m/YO6nVvaRT28O+Hi0R1owsqbrKgwEZHJi92n9XNV4pu1yq2Wn51bK+JcDYPEo7aEeijCfJNh7KEW9yY03Uk3x8GD4mTCip9cOyrX+PHQle7jrzJAMob0ytW3TiJQpgOC3tCPFALpwPS24bXvfxeflsEK6vOmq95M0D8YgSb4g256/JeJubx+OojCdim/xpOWxnCwGeN30hgMjsP59P31vykxO8/Fij2stXfBjelt991s7b+eRYFbzJOud88s/gLCCdP6W71VnU5ciOyvNQ4X62to2UPlfueWbzcBPlbB3ucE5fC/x8Rnql2QVUR+TrE1eelM7U/aKgUOtXERSys6ovLvi62NZHgYnnr2r5l3JEO8+AHvn6sfXVMq3n0s6A9pH9/bQ8RPPR64F9xyBxzOhL+4H5lnuBJiTHMbzp+ZmxYxnmOieOOeb04EzfWX18FTzJPKu/eELs8GEPu6l1JhEp38lfcy6jo7iAn29O75ndV83rxdzqZj9bSyETwn+pneYTSKpxnclt0nMgU2eSPaMzj/rDMxoPDfXFVaBEut5rHZeeGoc8uVo/S6OzMKKxMgV0jvg4XMam6C209ZAJslfEinPi0gDKpn1Dd4vJQA1poONOMD4Gf2ytgScCeOLh07qNKxSvTq6ohMRZJYSchsOo+ApBGzJe7xkZNN5zbeNt8AJFTo+j/SplMyZTyS9lJPQVKtRO9N//6eSR2GOQ8GzjSV6OZBUvE3dkkbwD8XmnXfbFanICleK+xiapuxtf3qWN8SlV14lr8tbpVdrvaqs7P8edj5WYLa3HKhTh5FQhQ0T60THJRJMXbQi5HETnf+QUHO2CoJ9JaeiA8ySVPjtsDTR/nFYYyAGnUbfDa2ATpvxzRpdEZ8PwQirIq868RknJKp0X766RUVmj90yHvujrTSwpi84NHfKLHCmUSNHf2ziz0A5W47kU6mfxiSUbmnQ2G9I+G9r5au2fgM2aRd+blT6LQyGZ8mh2++Mkt6ifacuLTmryWaFzPgpG4TxYW3TnM297xqS/Zl6tyv+Jteb62bYP6JGVL7zM1U1Qah9F8yHb6j1XupLIBMNoPM7/0c9wvPGifht64LfWp1r38zsvI7E0PCjbxJNkfDyicbLPloM79fg4qi1KcnGeYcKz91H2F/RBfdFAWva03h/Jgf6tdQm31R5/bT/vwKwPhNBsUXTRYxvjWpK/r4XybY6kmtTXWs75lo7iAvfcVRjhmVjxE0C79dXj1lpFDIMTyHHC1cqfw78ao4BYrPnfXl/+w7t4hPhA/Wcg7fjxXdYre65tv0fb4bX9jv2LuTMeQduFosqJdBId36yCaAzHBrxM+fmT9D1kguwVMXvVkdcNFfv+2QIKkbjoiQjpNokxS90dQpkcqdUmQTj445S18jtxKmzfyttdZvqutWiOsB4qal7vl4kkhxkIG4rWXydp+sH3poP43A3m00hBVqRs23fpvI2CHUOb7Nza45N6PB2stkcVRRDf2rL972PsAW2p2348qeQYn8Nz3RKuHo+fmvWU8qaXQTib+3loCTWq20sZW5vCGjc+udPdAqfnKuVKJCWqTBAIIy0YO5IaZ/dQI3KoeMLGa28cbyZ/6EpcTAsnwDStxpsn5wTqhPpSY0XOk+hr1sK2FYloVK6cPqSXRfK9VuXyWV50cKGTikgz8oAFvedLn6TKF8Hhn4MHo94jp1G/7cemLDSPhX3yOtFGTakl2nT9SniD9m76ToJgLKGXvSOv5NC7gjpyoBGt9jHjIKNkNx8TBUs6YaDrNC0PoyQl0qGa5zPOPhHXh5pnuzj9+O09D3tfxDqJ/i2JPThTo4CS92+2B9IqTA7q8fuokzYy0qdi7wW9tbNv1obzS2TkUNuEIW22/jophgJimdySPDb+omRPa2OShsiuBW3wfNRZd3zPPhdgf3gFTyJEukDTDmU1pBAj0pdXEdE9w/f0XpEkbpIx4PwRHU+fuMNUfGZDnojZ0eLvZ/OzzBMwrJ5I6h19ejE/B6+oWs/FnTryR5VuHY2xMW3tkKat18DrH8nQRXcd+q3dNjnj8H3xxl/NM3i8mTL2vfNo7M5gn9iXdkx44g3q5wK95ocgE2RvFO6BqMogqsNPXr+mtKIkF0tU6WTEp7X2hAKqr0yy+51Ihdx3kB3j7EpaJV1m4R9+fGuyVi766pehVome9kyJPuTPtW7rgvyS6swDBO5l57TdraYVD+cfJSRQwKrH4H2kwyTloe3Dk9rn1h7dKdYTobUYueDv++r89LbdlBoeG/0mdzoR1sfvjnf7recrkxBP+/h6/nydCx2JsoZPSukJDe4k1G1RhB+sr3Rph0Lvm3aGt3bgfJGU2VUc3Y6rgKPA2fDm6J+IjjGCjlPVi1nyce8mg2K9uiqw4Y8HeM4TDzyPMeUeENm5w7nZbuE+tYSqm/AAiQg0h7ZOHjadYhsUOh6T0Pujv474GyWReJJZ87Y5OlWWDYCSX2gJeP3ocUD+qJxpF/AlE0fWueXnBD5aDM50JZ6IV025zQDJLEQL821Y2GiqutbWDcBJrcFOkCeSzzqysUyN77LWcIMHVr8FixUmY9EFOH4nY3RetY+B5qDvVOfjQH1Fau+A3dc6ojL7xftqXYvmMZMsjuQjoqPlRJ7NaDy2tmCctqY6ydvGbF/0WugxGrQs2KQhOpf+DDw76CVUvHOL7I8eW+vz6Ph4uh8lN0UAHM5VLg7SDWj9dP0VnTKCd26n+2q5VnLMnzwgOp4mCOkSiTMrLw60O7GtD1Z7vT9Go/3knLJWb+iKi+bYv/DqtnJfz6C2x7jtm6QTjYOSNFzfzfGgzjvqp5I24qwGNpHLTQF9W58Rj7ztbAL8DBAv4sYM/umc55Et0Ws3MydMhwnPSWSC7JUhA9G9bLKf69TXJlha4Usn3jxiV7fH0zg/x9XI4z1kKBnxxJJcfB7PKhnRX/7e7yAjakmUgf81ZRy5EX2uwHjoK4tE5jHJRud4qXw9XlWl6vUdZG1O4s4kYmuPFGfdgyKSD4a279yZ7oaWDkWDghhuhJBzr//ogl5Dfkcgkf+yftG2VLFu21hMXnYaTyqR9kw2mdj4e661rzPkk2lk9BiwfgtTJaICEnlln+tTYe9HUuM97c4EdxJaEoKbx1KrlOVKrhNDdDhAKGGinWIZtOz9JzxG7WiMripV9sUkxITO8vk1PO99odgxXdNaeHpw7AAcTEfOoRfUhs7SXi8MN/d+BjS4ruGPFRr+CTsyvMhzbHnb/kcxdrRTCR+TQIlBRBcEEjrgbwkw6UhZBiPR9YLO0uu5cvVoxI4YSjR558ynI8+F28YyB+v0nYU64eU9rqR1P0p6RHzxd9p5OrDRZ+xLOjqJ7tBA9FawkiSbadbUTkuSoXcK8nm0dlu5nOGhyzUfvo45kllYL3O9w3nw6EXjoJbaz3BpAf9pFTBJaA7inD8o6R7fu21CF3U4HLvs7UMk85oHRh7W6RH4urb94HaRt69AEDxZ9fTZqn31krsxrThO0RcVPHh+UETfw2piTrTd/6f31SbJG58kfLtNHx4yh3WpLEOxiUz86DMuuDWxQBHJnEqfVrmn/TFURrvbHkUXA9shXuvxrOVB7DXh5JzHB19/My6SYUce9YUuPb4HvmZ8z3hEIuSG6xFNa3DeZuwskT1HGtAfVbRnE8niMfkJ3jqtIi/i6LOu7RCvuxuZIHstVGX0wMFwD0W1bZBjf7Sx31GCBN1d1j4/fSbqCa5q2z/Xst2dQ/Kxt5ZgqqrPE1e1zl9CbIek39kGjFI0TxzAy461bmX6PVfbetauHBq/PFHU7iDT2NpbJ3lT1kdyphvPlkyj4707bY3Krl3FKNxoVZsk43NFignps1rVH2Nw3kXXv++U275t7xVjtIpoLPrzRxrbej0zeo1+rZssPe/7o8dGc0GPXPJl4XeGoTsiK23JspYoa/e4PLdoviVzO797gqs7F9yJOhwN5KxwJ4XaHsrpuPrAdQqUo6HHrLWKF60ig2mcb26/hReB+UT89t9eEMaDfjUHHRygNeJBKTr3kg/rXJlEtmp/7NEhJ9pBrSQTMmYZqzyT8o5E2ZZfXebJVTkr//2IWy16z+DWCyXXoiuxmj+9TtF6e45LKU1/2HmivqWXFfGbK9pDFmzSwkPt/wOOZ8V3vERoPIycNhRQ8WCK1xEFQb6geSRuRnxq2iIx1MYJvFtvfpX9b+avxjbMJL2443wWfX8InTFff1Tdjpy2Rd654T1qevhE0kaIMevBp9aDYu3k8CY4jdbMnQeA9p9gmyEVRgt835jC9pCPoROGYmy2j5XGFyO273Z9zVwimfcYVV+lfvPfxXnYS8xrODoI5Lm8aXqQdWW/ND3Miy3nZ8re9WT7TCerFH0EeTE55vVMgM11/TaePLNHIa8/9oPLK9dLfH7Ixk8cVaGDZB/+zmT2zrverrpqv/kPpPqYRs5P71U1VTUW66d412WQT94XjOvxIPzhJqf6TDrg+6f3jPsDYp/BeQ/nYnTUYWM0Z9ZHkzwh+hFW7a7ZU7D+3uPqaP/1epnxTp7hCJkge0UYJdrK9eEF/YhGTr99gbmor0c7XYaeSe938DjvFKuMUqfDuLU0NyX8vDf5pHtyJZ4Y510ol0aVKRpltI7vxxyedweKJwzlO9f2F7aXY61au5a80WjK7xMwkUZDviRe9uPvxvqErOLTZLWR7utAdp94gg/dYSgexWV/PMGVF/VXIFubzbnVgaWj6MURkG34Y6yaXySnWu55gmwLAg8XRCfPiNQ7yPZEGZENNHi/T3hZZQF8NwIyEcCnfTwOaPXAtgZ2kjawkuXtO0qYtk/9xyL8sfghU+eHxkGtdrJHVzslXcxX3wOeUNnXkRvRSf9NLH/jCV1JFI6tCjo8B4qfzXYm2x8x8bIojf6hT63OPRLK/twKWWe2lC05hh7p4mvGZQuo7qGzMovSBiZ27lSi7Di/Rf1mDKINm0BVE/ESI3xc1M5ceCEyOrnxDEy+sVs80JK8xkkD3VaXu/KizrYHTcuT/7MvuA4freTjktU96MxP6wCl53woPQV2QyefTYKCnbHR3QMzF0B5H/1Y1cxpaPPQSTbOqy5b2V5EY9zHt4cm2EX9WYU2sRz6DGoaJpm1V8xeHIj0ii7nCTGpSXQfVYr0iRpPXGB0eTEkRcFMst/GBSo5oPYNJRI8viL5J9r254o9OhtgI72r9/XQV8ccn9XB8C4grlk0xRvSG1X6qGjO/AkJ7oeUclwM9vjy9rQnrJWP8RycZc1/9HoNDR3z8XPD5xXRQbFkBGRX0Hs6oV1n52Pqbt6gPLKD7r5F53tAH9Hicx/xK/8oC9B57LOvYW8f83IFmSB7JWihmTJa1X/xraWH3z9zKKdqyp6rLJf8bnfxbAmE0n83PBUi/r6po+4o44rguRb6RAdkw8SYtWD64PfAUi2OVlC9PZFIwLR1q2wtWl+dRGt31XG0O+w+eWq3LqN5qPXf594ePdweUdzKOI02JfEHDYpU9u17Mwjeo5Qm2dTmqgxBJC/ie7H1/S4zJ3a17ys72hYqPTnW7iBDCb1Gn48p7zYjKlT3P4CAAkTrjBSiPTFZxboSyTsD2znQYvkk5rEHH65jKK9wz1zVFcZ1/5+O7YRTStKwRePgYr7Q2BGPAlF9JY6feT5uMT2POrlmqE0VTiapdRK9VNCpeeEFlf3Wayz2ghHQyY2j/ZHsbXeMfuJY+Eq2WOsfIvxocsMTWdrt7w4+6Y3cB+W8usEdW+dIZRfelmzyo12p9jZK6DUvOda+g/0OSIvyQo5TpmXdoXW0V/aZ0e+/HZnhyetth9b/almDfreNtg1Ex3ryRAq6ywbbXP+v+fExL8SqnS7nX9dtdjNYJ2j3fOjEv67TAa7vzMt3yHkyhJMjWA6bHkVz8hIj1t5iNA9NJKrR2gGVoceC/g4bB9GI5uRetCG5LhBCYR/6SrTWaxT45Px886qZxJHu4/XVMsiDQU92CPEU8CHL2XenvZcY1P08eUO6gOsQW4f8z3XwM9zvXHPaap2M/XZ8R2x0EfMYX+6tbXPof13H12K0Dlpn+v6Z1PvIHrK8EKMRvxeQj61/R68NMPYDnO02vqDtMMPnj97hNrblitrA10G2n9t0qTdYkl8Zh0jvxfw6d7oHPownz2eAxGsmnglpOrq5vQRn5e70s8gE2RtA5HjYttuue8JRKf5rk1sbqTT7X1IhfKcO0fHomr4D56jfFOtT4X91sCkKRbO/r2r75H/J0luH/j6wgUJs89oMbzUOEXde+1WFerzrqvXnj0+2u9t4ku+5trvPJEOd/edCnzxV4ndWIRpPZSs7HH5SAfS2Xn0c9egjf58Xz9Y3OfD2E69h2+PjZfainv3UyVGvjmijhV6er2mXQvtdW1t9S46hO/UavTb2IcPaINVdDpvzvyXL0N1nT2qt+bw+2WWUC9QTUU9mCuOmfn9CKDHXnLb9/X27IX8K9AB3kLQeQM5pC0hMQqiScUBNUocbT27slNek+1meDyeBJ66iq0RFjcFlWjyiYfiQY42CAo8P8dJRsM7cyYJ3OjhzbLrwubbE0H6XKFB66I9/oLuCm87ovHHdD+beg3uQPtLtUXCnnZ4Z2yUCFVlxOOKNjpKlAr7L5BhLwLHKwvrMab/zQGuDEmXtO5eZw3E/2khZtuONkhT6vZjmkf2dB2sb/aQWShZsvLDgSuiVCcFQ4MGd19PJJw+BaK5eodfJC7FnbAz9TspuugFdHCTLEi4L2g7ypJ2eo9ZhurzhqcmhkkvUtssMsCF2PnYuhZXpvQRL0dt59Kb2kM9P2wV+TuGegwQkO7eFtYnOqmsjVaEei78XEMmOG4ROzEsPH93l4fkZpi0pGax+Ikz3m7noctCdaETkyvEM/Rn1FSW0ZSHjifmJyJexdtgfKxhG8KL76nfoIhrobi1+p6ngX9A+6rnNjvyxZgM1bT0HTzqEPUK2ipWj8+rpzjafFdmM+COla48LL2P63l7qMTwxQWd9SqbUHiP5NnR2mV7Ka+iMLOP5bKLtXK8DmSB7ZTRhWz14/Ipm+82h7zYw71ra6+St11s9fHStNjrYMSIiorLdNdVp7yPqcZ72v2K4vZydepLs4G9uNbqD0nk8EkNEZN5b1rlhvGxBZhXr1e9Yqsd6tTnw9fvO+iynv3PzVJoiKzDJ1Ogce7916C+Ib4pl/0uP/K8utr8AyQZltCv7fvA/0i1ciTXe2jvlkOPHE6rbnV6y3j4KKV+KLw3TIW/88cbWTt5BJudaSumJWS0DbS2ea93+CikzUJ9WSUPSOhJo3FFoj7vyd6V9usvO0e6Y1RNJA4H+oin/66VPpfE+ln19lVv/dSl4NYkbV2aIOiVlfA+HhAVhPEnm9MP8WqfQq2/8V+JJqSrHJ8wHT7SMDGpU6ybvKgnZbHz2goZdpqwTQV3XyL/8iniw56hWeadnIRJ34eo2T2TRVuwpcGDYUWG8tEqZBEFy1voan4l/7xHmkSTzwO+k0MmxIylm9dwomcKvSLo2jbWDf2hjgr53l5N23Ps7wJgse7JB5Ad/TW/2301mWJ/2iK/WxVr/jM4Scp71Wdbv9xph1hc6RMjuC+TVK3cqtPxL30edTfb5iZOEQXqv61l28UC2qbItqOf2D43FdVYDT5q2hN5MclPociE74+SqTpR4gZZ5n06FXwVPG32ruxrN48Ko3gO8+Vqncpp8fdp8Dl9bEzrMrUlS6HkqAjxe9GVHyqU3L6jXQDvdXs8Z7XGzz/wMcB54rIJ0Q7SniB4vFzYFzmQeeo6z+urof/AFeWVOEG+jz9vIlzJ02W+ts7T+KKIn7fZH0jRtxPj81Q+4XVXfeRIf2WSxXkp/2XkMdDywzfzc99hF8xDsAdcdyFeI/KEZ8Ll5f1F7MG3bXvWVvxeJReO4+uNQfCeWZKNBdj+bTpwheccsM0H2ihBGxREkoRxYeXcOVVvZt4rvx/toVGKMtePJGyIe2O6PWPagTvaZfcSyFPZ4JR2JmHo0JfUVro1njFt7ouOvK3KlXNmJbQ5G/7fz2O4O+7TKO8RamzZnfjW3PW5XCvUEzJH4OviWybFjLdu68Ik9la38qRaV9JOSUPs3vTbyMUu+hjph09ZAQzjVQGbQ3WmGjnpvHV9DnnCsdAT8hYpIjrV3xclxjuCg1el2PdnS520Tavxzqyv0CUtEHsmxI+mgz1bre5SRKDNLUtrdf7T/ZcwClT+acwQdGHkOrT5QWs9wY8T9IBNkqGDQOsF7/+N/vZyPrScqk2G4jSjgAWbnU1ZzWhHPCCYRQMc6bQOIxlCv9zs6q/zLry3Nzv9AB0psN33EH+1t/QT9TsOiEFF7fLklycxc2RcTpLGC2WQHl0OZ4MI6p/XTstX6msct2xhOgKxhzhQqVHwT+WcPi0CF37ffB4/izLVKJss8INFT8jRBu+gD9fCu05r86UdyvbEi2Kvjx17YwP28w3zsP1tDwuuAAmzOL7ojxlMvfB/QH9XQPPI5Vk+4GC/9002kMh68Q80bsxGb/df0tjbbnNqFH/cRWzE/f/btvKDkXKPlvpQ5OC+ryQO95NCuzuiJSuI8WNtmEzwmKd7OMrNlnafWHxmqvS1/n52WVZFU8JfMBMiaVz1n9LvrqnbGCZ+9UZLAW8PZ/r0d+0Stw3cZgljiatJAxnKOnQBns/GjL8KQaoN4bbJTWT8hI/VIXFo/2PNMqdMLbTPjBf0VX0uR3GScd/ZrZX9wpvp7jcD3Qtz1hmSeD6jLCOsOT7zsxTQr7/wpJhjXOvRX5RQltc/K+cyFBa1Tz1wcQ7q09Y/WxuOlVvuU1woyQfbK0EYuChpcGoIeGqORPxJAWz9ptNv9MDzI6g71LqA9SUYyYaLLa6cP7h4qh7PZ2pc9UEQvtkfzdNuoRv1uDdOO3TGmAor26GRTzp+yoPSZtWnzbC7f8Z6rPZnSHh8Vjs2xvnzNCNxt9lwLPVX5FyH5fErZfn/SOTjWoDnF4k5Cvl+lwrua+jqUuj9Oa8HlJgpKtQzxMpMo3Nu1tW7S2NbY/nXKbd2fSpOhw/kwDjrTzi0xgP64AjV6tdKn+463uwHbu+DQmvQEGatryc02zCe6W5tracnVziwMCJDjFDv30nnnTlInYOYhq7heGL2gWDpmh1zw8aMAn3/XwUjfU+BNwICOBQyVtdU867mOgnojW86c20TNOtZD17RHpVuStJ3l1o6f4WMKx9nkweAzS0CLxAh4L+ATFar74+1VLSAPePhVf75mKIDxzn9fT8L1bUyeGChexsOBSYROdufBinAgOV8Un7OzMZUeQ/PTBm3nVYn0mD6Qn1p328rszTOTI51E4OfmbEJL8EQELbsu1/bEDdKcOnTnBuTHaSeCT1Ym9OYg+1oDIdR6LeKptee6G71XVr+TtPUjsu8g1T5fS9A/kdXvYTA5KItQ9efgII2SYvw8adrtB0oY6TPu6bFGr4i2Vh+iQJ/bLWwvlBzWI2kG33el6OsxTEOSdsv7K4JO162Px4Muj+Rl53FGlSA95NndEQojBGVXz33AJ7eLPAnO19ij7W4ROHPcvhv+Bt/5+I0v/gqSzY/dCloMwM8Qkks9kZmEdpdhR9ZlWz+pq3WgfmUD3ldrT3udacuIqbLGt76Afdb2Wz59v9Pw5/SdH+sepkfnyNi4m9bqoL8NgHyK1TUZIRNkrwhuaFb3tB9UVFeZgvUOVyC16O6YpqCactKPvLUy/Q4leYdQY2pLIG3Bkf9ceWFeSw0WSTiwJMfhgScRuHOKqlivZ/bJ6dQiXxTf8tLcOeHvFCMqPZglOpKBbR34o4xEx515wvFniUTkvEVr0uv1mjBeRu91gzR10F7td3hXGSvTybEjgVh7ENfmzA2jHHdbd54YI9D2uLvxSPLoPiTas0cyy5bcPJwGMklMsQY8kbnfGdnGMb30HEk62ugl0WjcVWPgBds8WCCSj+AgnpCDKAeSvEfvMEAOFndC+p6qduGjn4T31yuT48m5mfb14JmvEzoL7YzZMbfzTuX4zs++d9dHez9gOzOF3RWkL4A0+eMJ+rInx56b3uUBXh/rOB+FkH7dabE23lrdBZN8Y2U6qaZXe3REYIB5AiMyUj7kleRKWu6O5Jju2+DJaKUKEyPPxJIp+rUGe6KW6yGPdz2+HJt9CRx+lEx9LUCdwANAsnvjgiU3+DkhsnuJ7iriv4+xj3ZR0K0vBvK7UeXc5GsoKnVVxNr4c/Ts0+juF4/WXeD6SySterJZ3iFXWSd7hgAtcpK8YO62jZSzqLWXXNP6GfUhOpK7Hq+ar/6dtdF3Sw916KD+LjzSxohxaD0mE/2bXJE9/13ns4Ki+kZ7jcbxkys2sd6fqiEwDnMOI5rR2DB569hGmciSiRVN57AtwqERdHgCeOT/mTNfj73h+nFkm5A9C/Xn/r/Dv7J0zrok0Bd/IWh7Z+qH/tG9nN9BD72mJPEBAjt52yd6p5hu09rxPuhPQ9cBvX73WGVXLQZyeuUWyNVDwBWvDkJ74qanv/g7uehI6jAHVziwZO/OO8a1t3rWSmYcXsbboe9eG/4b0TsLcyfgBPRfn9Syc9xtaMfa1uPovd31V8W6z7DxzPaL6BhPOKKiPZun4YeUDOA6mfjbZE3f0WFlhH1fkOvZlsc64jo3OTPNCaI5cvDqsR+qzBtb11nZV44VG2MFZ+yr91djOc2q5MIbD8kakT1TRECPUBU6nMso/uvG8iw82snqj0kOnEAUeKIup979cbIOtVs6r2HyQY7d9Ib3F6lH9gDZHTnWFdurfzvjjOic5uBejPQECj6q+o7OjzjDQx582l57JB/6r1JzPpAsEc3b05CfUb+JgF/rPV2PaI6SRmewcrZHCUVEe4a92LbF483aPNROryn3eTUfEd0PHWdESJ91vb6eXM/Kg/QzfVnSddy/Q7Ld9Bf3q4yvq/RTJcsT5NvhkUC50VmA1lGv5VTq375GrB3nM7KvI8yerxEN8XvShuo9HY5zURfqcVfL7lgnLZuozd3IBNkHjDWnPKjTzlXF32WfQ+l4DgofVwdsL4XREkX1o0TgmbpWP3JFzaMQrAwlW0aYNcCiPR9jkl8OX3ZsInCo/BYVfJO12X6hDJ9UvTyx2vkKghnE02vjGewRMn6RHvBmMWobOkYBzzP1o3YzMvis9lUDPSIZ/Y7KZ8p853Sgm9+AnJVSTiW5PhRcCbRWoP84zxl6b0EeVvAIqansMwr6Lo/TAji3Htw9zf7TmPULdLJMB6VTvM81c8aftctrdSsJnNdA5GfM9LVl5/pdGfOR432oeMQaL1/8D85wlFDBOsan7dHx+bopThWxUNDuJP2o/tES/TGdGOGnA9laovXKC5MJskQi8WZw191uicR7QZ6ZRCKReNt4j4mjRCKR+FCRCbJEIpFIJBKJRCKRSCQSicS7RibIEolEIpFIJBKJRCKRSCQS7xqZIEskEolEIpFIJBKJRCKRSLxrZIIskUgkEolEIpFIJBKJRCLxrpEJskQikUgkEolEIpFIJBKJxLtGJsgSiUQikUgkEolEIpFIJBLvGpkgSyQSiUQikUgkEolEIpFIvGtkgiyRSCQSiUQikUgkEolEIvGukQmyRCKRSCQSiUQikUgkEonEu0YmyBKJRCKRSCQSiUQikUgkEu8amSBLJBKJRCKRSCQSiUQikUi8a2SCLJFIJBKJRCKRSCQSiUQi8a6RCbJEIpFIJBKJRCKRSCQSicS7RibIEolEIpFIJBKJRCKRSCQS7xqZIEskEolEIpFIJBKJRCKRSLxrZIIskUgkEolEIpFIJBKJRCLxrpEJskQikUgkEolEIpFIJBKJxLtGJsheGVX/1gWL9YnEs5EqierUP39ksvVU1tqXstbhrZ/FeiODq5SsXqtvfr2uwjt3o/N4BY9e0zPkT/Wp9VZ5FbQfQpXRfwDfEcVHytNr4coSfnyrcT8epSc4WX4Ozoz3UvahkuL1ZYZNBIh06KPswiPhcfyWZvJw3+EN+iareHajpcRbwKNlLBNkbwShgWj/amvr0RiNsSVB2pHn7WfUwKjFrKz28amKObV/TSmhNTnW4gioWqvWt9Pj36ulw/kZJYfOqEk+vzO0R/vzrOjreT6jfXZkqIJ163NQY3cabB952+dqk22o7KAH9pnPQ+2zaeuUE60nvSANuk4DQcgoKxv2qcc56OV0rKPc77r32QrF+aixzET6ppLty8ccYcXpFbpvupcnV85ZU59i7EHZzFR0UsPV4Q92x57VnqMAt6rfR/1RPkp4erJhxnJkK2qHzsoo4PX21+NLf5+F0auKb3tmj7JR4uuZam/D2/LyEV+trbEbRj73PWZ9Of+evkJ2udeR3lu93p6t8u0Ywhld8SgguUQ6ZWvr1x9+kT8rvsfHmHKvkZys6JwVncrrvLN6Bp7+gm1B3xn6s/TO0kFtI79+dR6PTCode2ovari2g30infE4HuX4cR/122t3mqs5GtsaBWeK/wt84/hcjvlA4z4SV+mvnpHogiaMGXd7Nctn99Mr+z2jf1h/Se+cnj4j+6Ny026umaA5TXthze7GZx5ENzEBrsRLWVNytRJRoS493DniSQ0/KbF/OsmQVloCGpAuLKt7Yo56qqGyX5VXEHMIinQKay2GPz6X3nd3Jp9qISq8snS6vB1fi1qPINKbzyra/h7zDtrua8XvfhJObqlE9aispdIzGK/10XLwVJi8VaJntj5y/2tPDOEgtorPxjOXlaOuyD5VysRWt1U8U6Gnso3N64m1m0lX8fXz7iTjybM7EmkcYs/VPMou109UDiNK+5orPtrat/3SDugzFXriwbJY0EOvNEOt97zhqRZzFrYvhZ5LO0vHxCqboHYa+hlX5XX/n2LRWbNtLYbB196htPG6bFfblo2j60opgq+i+ONnxqPTysSZYnPCc2i6TvOLdQU/l7MoVCCtg2ZrJ52zQ2dJp4bPp4IJojIxEGnadm9aedMLVIqQq/bbC2o0HT4ol0ttR4kUP7Za1AlaJI6IdIwBj3yFuP1+2vWlTmTpJdUOvufwu86vov/MZEuvtewnP0kuby/a1kafJOpKieuySocObuvPdWHng+2rqFPz1HrSg1e7csI8Gih4bbqG9+Xz1Xzzs3fQ4IxWEv4Ak71ufxWHaEn63puzJttx/YwAE4Ke/AX7JhvKrwW07XqCtRFrua+tPHPMhrHyZksELbZvkU73z5qam+P0m70ukh9Nk+sby4vVq1J343Oi9RM/e3gcrAf1uHoNET/dditdoOcNdQTZ/d18CMuvZ3/4mJFPWPv/9PnWY4Gz7dFzKuWZPuhqfan1Y9Md/aLnfsarWiihY3aB4vwSqTMXyLhnK1cRxb2Ra6F1zhEHHm3FBQRu/4BfzPnx9HZ0NtA4XR9pv4TkOo/WUrfxdIAnxzO+KS63epuXh+em4s+tnz++d2FGy2nrd4MIElEmyF4VXIE150QHhVx5aUeHH3x050cLlrdkxJGk0MGXToC1w9+EDzkb4bx2Y1n72FiBPRPR066UnmuhUip9WlsCYZsfn8+nygQiRVfpuELeA/uGlkxibav6jpKEPGE1TnAxpaWM/9HmMFhUy65ftz1q42xj7mWcj30eB93S15mP1ROllehTNniTg9Jo7L8/fd777cUtkebN2crMtneirBtdqVC5TDRZea6VPtnl7bkeoz5XO/pdyq9BK/SnUqiU6/eNbTKwCQJKODaDXGiT9y2RwQweWYNvgq4ehFJfr9aXdprPtdKnlcl3tXfFfcrlXsnqExX6dB/laU/IVdawqj7tACDHqzkGvLk0hFtbFBRwR5FIOt3C6VXfW9tjTpxm7Z9N96JAlQf1la3lQUgGqZrv9skT4IjPg8dq6rk+H6nhkfRuepKUflT87j+4k81pH7oOOy92THbWtDyzMZ/rkVapxyBdztu+c3r8fFTazjD/LRqxn89U6ROyTlY/e/u4SOfYO6wYT0xWUKK3y89ex5Nhz0xfNu57YDMBrvvFmLu9aWN8Qkci7qnbERC3Ax288dS+yD3lQW5l5YqTPkfRRwx7rAPfcw9tL8zZ9dqD6qs6/6BdxXcuA97dLZXXMR61b8fPIr8IqPUjCkI22lJvtX2vROKsoTPBxyH2u7dhgby1VTgIGom10dcqcVpVO+57yTU5zpugp6ESD1rPoaSLvnjS+XH0XJTZ0v62PiuNbHShgE1DzQHQ0DyD78dCSvp9rxntflGu6TOyF9gGS+DYFCsrfA04m3oOSBYhbdZfJ+WPObPkFKetz7MjZ00XeL4JTByDM2XWiE2+0e93QzUdQvvF5/330x5/cBJcUNA8+Rg6QcGOHoTWFUe5k+xoc/Hogel7al/r0oNG27gCyyodYuD6O4qZ4wywM9rqFA2dWEKxd3SBl5fDMz3pOPCzo2VPmXijR8x4LGmo5cZnIPzZaVcqx4UDUvO7IW7jyATZK6EZkEOBERF0EvFjg4WKSADxOqMUKxEVfEfRxksr2xMXTSEpwW5JjK0KKC1wMJ970H/UPVOhT1hSaJtPJXou9MnTkWip+5ifOgdcJ4Xa3Psjecqg8qTBltCpx2dt/JBaO3wVyk7dZupbkquN2cr0UvFlfhZ7VHqSTNyNtbd/Ki1peMz9GLtuSS8mC23epRB9+rwn45hc9P/2dfuEJevEXNXOhw440W5kDrnjRo8nwD6tlT5pC8HaeAZyZIyJ8N1juogbrqeREjd9K/zNk2HPZBObra4nxfZ/W7L84Msan+2T7/UnrK6dlVK2ZFbZ5fuZOUxPzh1FyHkozLKX9r/9brMnFmBzNGeY6y7uIDfdp8clon5XnU4u8zvujjnwhdzOxXM7h+rs8x/oanmjI/QeHXr6abf2XW5JJSCCq48IPUlG9g5QzsKkbyMwkxxriXV+1ZTfuUREPXFkHslrc9hPIB+NnyX++yirppzrlyanfNxCRJ+UIvaWSDpfTU/wJOJRfvDCHehG/1Mmy3oeVI6ks64zZ7Fd7Kjyvikd8LT2W9Jrn2+XXWwbRvLF7xJs9BramnyixIKfz6Z3+AUkIpLnTOFYz2O+PVlN7YKO1TSFjoCh8s3p/Wv/znn1pJqvs6B5I56BjPA95rzwgKKXKxlobZu8tzG0jBzLYy92EVG/cMGJPpFzN3DnhU+i7hdnjouSSOYbv097cGL0K2vE92CTxePAtn1sKl60bSyp75oH5CNz8Lswe59GV+1DlJzhe6l5M3sP1kPcCUVy71pCulA18xV02AUAXi589OgOEcmiO0/dzwBksw4bpS6iMBls7cxd6Pvc+M+6/89LvkZnu/LOemNYG3QBrK2tDuyJlekEnL4LiO/PODGv1r2KX4IeSmAi36np6cLXnGQs1MHuOm37YpPujBE2tjmP1cY9XjudvNBny9ylFSyjVyfksP1mc0Q6EdlYXrbZxNJX2J62Yz/5BUBxQYTLCpVu53WS8KjDCkqZS9c2t7beWUI0zff9sxDuq/VRKxO+nz5LEcxc7ZnQiUeYDFQJ6CvIBNkrgieyPt2NGQo6tZPUvrc7O3hdd/prhf14AkbT394TdSQunroBY4qWd2jz2Nu2w9H6tzuCqqJZd56IX/3c/336XKg8taBFKvm2Ltz4ojX6dI84WwDa0I4fp9vunPq0snWkI1F48IYfbZIK/zC++70EIhBG680TaHyMWmlTzpXM3VxNj/A7tjT9Yy/5+9Vqp7U9DnlYJ32X0ZYEOWhrZaNlCD2GeyhLto5MFvjvLflS6NNa2R1zlbWXya5jXfxbiFEA46Go71uybP9dWMKLjv2y863O92OtdcKu0ytkdACRfzt425OiZKPJ8dP+aGSpW2KB6xpvTURCnTHfYo1mKGuRdGyS0PpXn1KFCRedEGgJGx7geO9d6hcH6AjEm0zpBI0XKEjHsZ27o04kP5iO/f+z9zchtzVb2xh01Vz3+b4PP0hEENIy/oARgog/DY0QRTuiqIgJpGHHhqBd7QgmEMGmoKigIij42UhAwZbaMTFBbWlHBFGCsatISDSGvGevOYeNqmuMa4yque51772f85zz7hrP2edea64562fUqPFz1aiaytPWMrhUA2lts88vdJl4lP77vcv5VIAq60HtXRl1y3OU0WUDVmRtyvSMenSMqXceQ2cVcQFwP/eadSdSx0cBcOqgJkE620PAl88q0KIAcL9/tqPawOQokx+FzAKcq/xdLVqxMQfaBBDXcoEA5lSedEzSs2WsJmqz8z+N/bAp/Uvvc3WIa2tPzKCdVymDzLYxQDs8M65NstAsyizTrzi8s155RWb41DFeZZfEb6+3dH+VZpuZqcps1Zmqj3WbVA184Hqw+w81G/jVERkHYtx59mu1QSQNTu5tSO2D9Ft9yFFgzcJMv4/PnwV5KxtZgX8jd6rc3ch1WkCehXQKzlb8UFt0FrnkvCJQVvsbOpBtmHlOW6X2btUGL/futxvdphSLXvEb57XaxH496xa3W9LftgTcLCEmr2ZisjPjOX72327Kqtk4SaZLGyoYxjLT4oyUMbVTLs2LH2vfleVNCzOW7U7vV8wp6mO1KT4fhAPp6JmFHUi+QZ17d2hJ6ZPOrzuduyrqHf2rfXoVL/f6LPWx+lDKT9V7vtAsjaUeqRl02sd7YKvoCpeZqOMVWK/9ssVv/fkMDLGeO/tt/n/vzTWt89U1ziOXg8ISu23TK7nS9vYCamzMOu6A/++hDZD9jtSdF0pPn8hnGdYcmOTAUiem/har8Da+R1lVsZI8s4fPIwAtIIRNgS9+17/HWOnnMwTX9P4G4ETDY/RZ23I04HkBj4PtiaD/sn59yt4o/bg71L1ZA4440Pi8BBiC8m/h2LXX5/isiA7raoumjo0DaMNw+dg5SJVfIlDfrLHKBjTD1C/yhCGL6mPKz2l0koeBaLOhvkp5/plKsRgDV9zIwBh/9wyHIdCnyRYr+V23f1aqzkYrfytRrimPeu0dugNMlZICHw5J3YbaEFuLj9HelGFSDP/kCBjQBNjgWLkDPoJ7Zoey9b2/c3vZt9X1o3URjVXL8bvOXzToCqUGdCtAd5rHIwvnrXNzyvmCvQ62rXTuJsiqIASA5RlQdBrVybrLVL07y6I/o9V1sOru/LHqa1XH79UZgXf1M+g6LPpEasgyx+3uE0CeZDnzWUHD2rbWxriYDdA5nMQKOFEXJVIACnCwzACxETP4qvJcgW6fmzbPZergU+9FLq/OSQIUdP45ThOIPPpBMIMBDZ/Xejz7uGylU9IVcsrZPI9juz4WtpeZRNrX0ZAltcUtDDKYXejAdZEDPjBdV/Jx5HjPPyv4ptkg/M7nTX0ZnUdyj/7V315RBf+82ba4bnlEKDtuX/WM1TInepGx+KcFHaI/7ny+O9N2WfTgAfU/Rv/kOcpYtXs69nptyporbZgyj+7I5sBV27aaZ64DBlijxxfULTkJ9GnN79G2sX5zofvcG9RANfn6UN2UqSWBnssi1WwtXdSZykPUdQc2vrK3hFvdT0JkkPvilehdVODdog62QQE31zm8OWXbrPXM9N0CjFewYp6D8/MJpJWxTQs5LstsH1K778CxdLXoJu0vf+PwK3he255iFZfPsN+0KRWUVQCd2+t9vruuBWp2GYkLOA8Rosof/Tyfpzuf49U+4Z2OzWrx8eWWSV5XsHbBU9UZVsuQLejXsJkJ0i7ykGRPxjQDQlnG4yFA1HH+qcjSmmdqB0JWV7ZoRdVe3t831+/zxxsuF6R/y3ulXAUL85hGfxog2eklw93ysz+64LUBst+LxsSkU8vV+CmjYjGZKUhqPPQ3OsfVSdJrpSmjDMsAhoBdkGu8UoGoVq6tPjODDGY4ocom6mkAcPXthdwedtnIlLiiv35/cQ7cibIMArBc5YlvPxPHkv3PoF9kZNwd+k4etXF/AwA5cJ5t5Dhw/HQLjP5+tN6q0zApC6Uw1NqHecz93CN/yrxP5DHH/xiAYOfR3Mf0ffy9LGd/kQ5kYMzYxsmBiQPnPfAVgaVxnTMjailx/0pBemYkAtBl8NTGc0eLwPSru9rzlrExjrYux2BdJo/shPLXXG4EO5znvT/972l5FTdAiDWg/NnWWf2FM5UgNQAPljSQj7PK4h525YC03R27wpNXYMV0MbIuFcACMC00JCc7zaU54NOsmXqmG5+n8+n6YJWen+pfBG/UJ+OemrWgTtqKDyuJId3pKDqMvd62zLSIRgvgkpzCcf+qfMpa4QEz/hisVn6ugAGV91zHaB7m1fKUnYi57dpm3f5L26tt6g75DBrdOdhafitlqLzrnGB5dVEr93e99VK5qKCa6n9A/dM40oBbvqtdOUvftA1KdQxTv5F51oofwSzCSf+r6CEC1G5T106+XuN8rfelFWVh/c/MFpvqkywD8+v3/lyVk9XWKF38S/Ut28DfLOkYpTYAMQXJAgRZBykPkV9LZZWxWPX5ht2rPtV2VtCYZVOv6txJgXRZeJ7aWX0ZC9B9WiAZdT5AcOeFHavPm026qT8n/Sz8Tv1+waK6TS6Xkaluo9f7qy1MfoP4MARgDFlva9aNZvawjArA+n3qvzeZryI2qwWXRFS4BbyqVB+fgKhhF5nhts7Ny4p1AoLlrrssQ0P0F6oj5Dfd1eLPFRvn/Af5OfolNmUCkht8d0iVB7WFPk41vhrzy3Xyoo+ht2eQjJS3uvJa1LsCOBWYrfZp6ePCfEyBedFNY2b14+KatBfZtgE5q73/NmfHUyZTOabtteCH9LkVo/dudp3K3d1WxGhMluHP6vHyF9eBGB9TRhVH5C7Dy3lY+JXkwOekTfiE11F48CO0AbLfiRTh75+J3o/fV5PdBOAak1dlUB1jXUHWOu6ExpBBjJ7Roquu5srwKs+t0krVSdR2N4zDoakJffJmJ43OfOXTyslqJYCsTiWbxnJJmjWlfVFjlflTy5RDvYuCSYdHtwwk3GZgIb+9kYfVN7Ss2MfHOOg7G2jW42e5ef8I+GSDdlnIRlqhRYyf0v2ZPJY+6+/8jYAXr7mhHtfOwlve14a8fHbeQR2L6U0/eu94noAZ728IgIn0ChRVWmVh9a2TGZCcH2zTfK4BuwK/GhCQZ5cB50CQ2f5Ha0kX5P5XXq6djN6Ovl1TQeq6eYrOhAIv7pRhnVnjgctoyvTmWen/dM2dw8y3Fd06zGxLBWEsO6MV0NGzEU/LOmgpK+Wsv15QBKh1fDKwHfqjAvUKklW56hlbc9aaZqamfiE7w1xlXjnqvH+VecCxrfdfQ4baCOg0IKzAAAA/Q5GZv1rzMaTPs4EZ6CT9leeJypsSAVFYDuxoDwkKaFnaX+fvIc6t1H0t6hcp6DbuyvYaiLFoaMPe53Z7v+R6PXey3yg3yEtx/OcxXm2R+UmadVbXZaybYLkHaaOoxxhkZjNTLx0yt2pgzj4dFnZ7afcXwVdanEDOODAUpYrZfkC/f7KSviLqbT5X25MXHDMPDDFmKg96fzrHinpg0Y7Z/9P+RQgXAHCfABrcVXYdUgL7E79lLqbt8DYDL2yHAoRajo6d6uca4CqoyL4CAWhh8IdnNOnTq+M6eN8032Ve8CgEre/EjQ1B+Jj8nDIc5P4qhytwXsldaCln0iHIdn7eRp95p7yu9o9nl2rWkoJyupiUtbXYSeQsc81S0mMT6jEM9ZwsIMscZXw600189H4f9e/cR/e/5by05ewvc1znV62rPl/tXdpyKvfoYicp6QqWM/7Sd9RFy1W2aedb3LfcXjmeWe0G6B+CR6ndmUUxDrPadf6gPLNiuOoH8iG1p9yjvrPqg5X9zvYy/LiI1WKHB21b9Zn0JT+HdDZlCaZnmj/LD8TCsp/Zf6jzSfs8XcOCr1+0YSy7yqSWvyqS8nk1AckAAcCz7lnNZ86rSYckfTn0tmkMHHWsnvte2gDZ70hqVDTI42+V5hXE7OS6sS7KlUb9Gtdr1kzN9GJ2z4XI8AoDnJXfK+RZs4VqBpmfR5baGk5a1GEO4NydU3yUH9SBESaMjCwqL5ad+8G26TXfetKqG39PhuJcpQA5+ENi1hmzxmKiNy9pNih9fBgEZ8VgqS8euCB4Q+WisqGywPumVZeVYQOddfPPpAMiUxagmLmsRVaS84O/swyzydl5RfWcIy2Xv49GJGcqnpf2y+eUjSd9XW/7lM/D8QzQcnE/uoEOucm/P0uUysxH9vS0AG0aRiZjy+OR21nLk3akNvHZXttDfs2BT1B17JM0yzXn8yKtvwa4d+c50YEmD1bkMo/Z0QawrDOtwpY6a7aeKicHefWpMu6+Olm3VXsZ8Tle1hHPKtXvClysKMC3sB++eqov1JD7K1vZ/lpNt2n+1FR3G3XpVgIN6lYLOw0ArgZrIS8BtsV9HBetK9oTdqI6fhFozmd6Wvl+eZtauo7RxjhTMtet9Xvdoj9qFjNAZzxW9Ffbs0dBDpZou+v5ly05rcFjfj+l/TULrbaZnkEGhrsRsjbfH9t9+hENDFhivMrYWAfXOMb1rBndqut1WQ6sgQxcpNX9RfDa75nJwVvI1qQFZSc+P6syWjN96HPlOZ7nz2rLJOUhbV0vNofPhu3P2ZKqW/J4DgBUnrs8CMekryov74AXDY4YqMc8zwB2WjwRvpA0wF+BibXddf5oHav6k/y3/Hl1hIDWWce6Lm6TaoYKn2fbqh31e4Unh9iQKlvq9wEBct0FuCxvJbfRfPJsrbuZKUaKM4Gzb/9oQD1WhvM1ZT9Zm8apZ0HNnahnuvHc0Aqcqa5YjbMhdvWQ+InHVqiPVLNc4vrMY72mZ65WsPFVtpPynXVx7nI+u39SVJZvtS9bDzu/+De2Yk6a0v0WbVsppwA+PpYLIr9XmbdJn0kZZvm3KauuAF387dTsDmS/IQHSbucAvjyO7dRuPEQPU1ZTAgKfSTFEyAfAZBHWOnlU4ELNXcyQvt/cp5RtZknm0HLrd8S43Pni/JuPP8lg9kquWUfXV20qXY/uiO3yHaNgnQ2Vz6Xx30G/BEDWWvt/APh7b37+f5rZ37N45h8A8I8C+PcC+FsA/jkA/0MA/20zO39GuwKgGQ635d+8LXQORWnSIVaFkc5hEeeo/85MrChZBXW59c36NkjNeuHB6Clb7EUfqaipgC4edo2YECZtoRlrBn/T5fNaO7MYz3c+5HML+Fv+XLaMpn7nZ2smmbb1zkXWutj3dL4Ygr96/6gQYLaP1L3apqrPcPsnUMYTcz21fVbkipmDQD8PzG5WwpbbdItB07pOMYCnOIopoBnbDCHPpYyAI87PCeCyrd9S+QmA1uQvx1PPufHD+WWka0bMq622NbiOH7LRnoCN8euqfA2ifYXQZSnG+Xld3qejtRhDKeeOPrMjLs/SruaAQEuO+AMi76rLyoHSkDmizjADjruV+Wjz7LwnJ81y8DI5FJhXUgNUXK/CVjCmBiH1nCttC3V+8DOc3tpHPu8v1Chl9uAWXyIFi9R+MAsun2fU61Onsta/4ssqsCfxrbxHC/muwX8FjuL8xhmQ6Xoi5Cxv5cvBYJ8XbSUEy22y/SzEriUq+KSOdN1S3dpcN+tXqtvD3Aam9soqabE87sQP+WD/lZ++pbLlcVllBdRsxlpWbvt6NZ088Dntdk/kXoDOGrCQqGdas7ytb/DXs/Js5onyXOd+fXtvBMX9S5xDlnXMO1QDOf3MOldnAlHOIkgMmVq1lb+lrcI2z6V+L591bQvAsjxJdsQKENCgO4215SBpmcWG8SIpiwxN7ctZ5OwQuajBsLfesg5TwCeD0eODbLFcvcU124ZcP/sAZABDs5zTcR7kkIBVOp6fbY9VXvs1aatSg+iPcp/OgbqNHqVflR8Asi2Ueavg+dz66N855r2eu9t/CmCGZztVnet2kvI1ZD2NC8+CKmPlda+UkuXFsdS/bMQ8c8rfXriQiQY4cMFqVJ94DFB4pONDf4ftjibEmZSZv9HmyYfk/EEkICwXWnyOh++l5biPjbwVk233xcjBH33jpeqEyBBfAzCzT2f5bynvjlZAbq8gjzP7WO2YJ4RAssSagL3jc1/8yraflLajkz8o+lGu1Zf+XJAX4gk/9IgByG/1vkqvOEZ/CdA5lcv3axrja2xp81iqDu0fMpfUp6+gJRALJh6TFd9dy43t8soJPhQ8uNvK+RX6JQCyQf8SgP/m4vq/XC+01v6TAP5nAP5VAP8kgH8BwH8cwH8DwL8fwD/8MxrEQ+KBbJyBYhDL9hw6UxqYVQe+rpZpxkPKXGJ9LMO6KJ5mvj3iQhiCC80dDQXVlBRQI/hyXoa+UyaAlwCFQunUs0wc2HO+SNsF1FCGrSZEdeh5z7UoO37LgOC72UuW+obsKLx4Rqd7fenBnUKsSk2/KzjaC+t/GrgK1q+fZp6dpNl8zX8PhX1XP7O98hk/Ip/jnvPKqz3uOB4jqHTlnZWoDbmp3Cd/V6OiGZKV7+4/c1zTb/2/CpTdJztHW0g1cObV+on8XGWXXc6Lfu1pNsahXycYFvUPMHmM1dEYjMa4vXoRgRqV1dbU1tpkMOp87Z/LSrwYTwUWmvTbATY6ecUozm0tRlaAJgcOzCdemoMT1bOYRnvMdD5kRyAFuy2ACK8QBUC1GnxyvgVQoT6Jyk8bdayo+DG5WyXg1bpPm99+qUCc9qPy2vlbyuz9yTybHdKWnPLqXGVwR4GCYw3IyJxRkInt0zL9IOMFv+pbZmkvww5FWVWOKw+7/Mw6gIFK5Y1uv1q11xC6py5W9YLaUv4ZTHLbvtIq2FWAhLycHN/U+qKPB/+ONgOuz2sskg0Zq47vvCDQ5aRmFpv1ejiG0wtrSjvTIdNy/t2dj+DZZmVuTPcu9GOlS/w1334i96vPFguIWfZnELlTzhoLiaxHG/RnrcydkF4NnitVf4lbiU6RVQ9inC+Zb/5GzcXWXV8EMfFpc/phtEUAKdapPKjBb7UpNVPJwRLRH+1OMFB8Fjnzi3zgIguA9Jue7brKbladwBggZSAv5h/75dck81ftEyW9yXN1i6VStbeq78jT1bM6juyT2hLKvGYpaqZt2lYrmeDK12kb5mLrn8viom91EazOS17ToyDYwNU5XWBcIPyYfwd0e7GOD2WvgrYsL9u+zHfypo6FOT8rGK8Z6GFDdGGFdNX5d8ztpy5YOt1svx6jgKxHGvJYmfyWylj0PfSNTWNH+wfMcXEtB/K7Ao60Xc5rBEjmOk4WnS5Ydn4Rna16UPtbz+ajtCO1dUgkn1PFibXtSfcVSm8XBZId1ThL61+dFUq7FjfO5+u+OialLgT2ppjYmDlzNpU7wHXdhUAw9hVvvod+JYDsXzSzf/yzm1prfxeA/wGAE8B/0Mz+D+P6PwbgnwLwD7XW/hEz+yd+pDEGCoVshSgGn8TJnkGumMzxTBiyFZDB858U5HG0XCZBT9Ps36fMLBsA13Jyjm1dVsoxGqOhHKjEhlCrk+7zAKrkzJ9LATwNctHVq6kRgUbcs0KYayDBsbmMyH+fhDe2YSK227cxCJ/rClFDKDH+olmBq/Yd0no90D4bmz4u/P1xxJlmbZQdGWDBEzfm4/cm5ZGm7ZIty8yJ+H5elGEkOWa/1GGp/H24kb61y4la+bsiD+TKfODfu8DhXVqNgX7vshHjqudMpXaO35/XJd9j6zHpMsMfR0rG0Ya8tnpOhE1zQdsaDsYsbwcMTwCP8V3db2711dR81pfLiQIPcXIJMnlAg5ANOkRK1di25NSHbNdaVzN3lf3QMyuyI6AOmAY8evgw29vvyS2o2+C0XybX+7PqOAqf2Dx/NlaG0+83kp+CqOk5m0AKbVtcDznScsmXGsz3Mqi3R3bqgCr0jLQKNoXz6hv6Uqk1iyaPfdyrAR5BwVU2lgYMMdaW7K+Vvqv9Tk506U8AwUH6ghSd97Folt/0XEEBBwE0QC48NMPSWV1lJJ6pHwHc3GvA5YYQJ46AGfC0a8hGP9OlleC59z9KY+aYXQ0fR/TFQSOfP7X+uKKAAIB0rhBtzepw9VSezd9frZFNh/BbtuE5a7//pZ5RAII+nHJYfQf1Y/gb68DNb0AsuOUX3uSgOYJOyGJo9LGf/yJg8QA8qltoUh7lV3UopL+u40T3K58r2MI53H3KHCh3/rTZphSwtD6zWoipxHbq1k6fY3JMAH+L7JSYmxqUUqv1sRGbh5Z4luWaz41AffSPvA0gI4JOFB6stt/52MkYVJ2q9ryegRfj0Fuo4K7BfEslx4VnHipop9nb9JtrFpxuda6g0/TWRfIWOYOU87/6oeT59PZC4QcHoG779nYUADUd/F71MzI56GrrhaYK6Kh/FkBLtsMzmJxthve7+Ltd9vKc7D+o1M5zfkW2+uzzn7FH5gPLm7PN4m8aT1M+zfLB7/33yHKm7uUT6oc/ho5RXzV4ll9a4tl7UkbyYV3fl7bIswoMVXAx+j8zWXX2zRD4TXdJHhUIa1iPDer3It9AXpi6b2seOz0Coz5fs3d79iJEmQpI9hPpVwLI3qV/CMC/HsD/mOAYAJjZv9pa+0cB/K8B/BcA/BBA1stUx3522DlJNFDxVZhxl6L7eij7pHhd0HVFSSdr/+3y+3vdKwf4Mm5/zKCVsZF677jntOHwStu4f9hX6gVY0VCIZ2Sxb31y5NTdzw5nb62/IbE6lhWMWE4wAa0qP26VzWjYhNpjBsasPKOAFfkw8Xn89rRoE8/36md75D41SEB5AY1BBzqwxmfzCnTw8BS5yWnTYXB6ANkdHzUMsAi2eoYT/JnsvGfnWQ8jz9lZ98CXyk04nrFnvbdJs8P6/eltp/qZAFBx/u8oB9fruRFyHd+7gSYvq3wwIDGXQ7PYerzKBASAj6NnYDwQY3Y3V6rOUIPLflwtgtXOm5pB1s28Bq41o6UGPb6dRBzn+lbHmk2ov6nTVoOShpJlg3CAtS1V97Lj1elS3jBwaK2FboP0ZbRJScEXDwi9OptkPG8lzmBW5aUGhq3KctVx0k5/btiZxAnyvbRNQY1api7O2LiXQTlAeaG0sJ+5jApCPtCB9kpVXtXRdTm0zJsABS3pl8qPGN88bgSM9GzO2MIWIHGX5bz4tTqrLsts2O7I+ilzZOJBb009d0ZJt6fFxXlO6RZL9nWVfZtLzvpby2tk0OjP87IBkAaAqP1WuX2Mtn0cwFnePO2+SdkSPAE0Q8a8/432Ke55da7Y53DJmlSedbX9kvHWYFRBCN5HfZ9B4PVI5Hlg03WCYHyb6KGMGszo4HG2zQ/k7SwN9CvKIhct8qJ5CoDXzJaUQTbGKi2sEBge86bqY/qgOoe83nG/ZzIZ/ByhAEDyHHBwBLN+Df4CEHDBgzt9Pv3GEHwGY/ic+qRySp7Pp2X2p2SN2uBbBbaBCPBZwePIOja9WVqu8Z5cf9b78XKglvsH2tQMFDAbh+Ni0gefDw7gcUyHrpbZ6OJLME3GUc+tS3alMeDHaLul8Uv8BSIIR0vlmAUAcvfCg6pvfbwRtp/yVXeYhx1bn0HGv/UFXPRDVGbon2gWG9i3ojsVoIgKW94FIvKhLzLwMlQ+ZDFCp9G0UIz8fH3xQvoLS7xdgWPqD9b7Vlmm/qzF6IWcZx9d+6E23XW0bDsN8Kv/TYBP3bHg/6gFRwsM4sOsqfrp9XqyiT4H4sc0NvJcvn9e+GHfjiLrlV5tMc7+bgbN61Zpn7eIIxcuNF/IN8AP+X/Vnq/SrwSQ/c3W2n8GwL8BwP8PwP8JwD9r83li/6Hx93+1KOOfBfCvAPgHWmt/08z+6kca5KZTlD3JnSFF8CEBcWtJqVUAxR0hxGqCp0CXCcIyNRvIRGloQO3AyNSX+NtSOXHuVGsUaioA8/swMpxUeT6kv2xfylQa99WtN16m/B0wR8qYW1G92lCCqE9It0ayfmbVURHe1bVqhyEr8JUDzL+n8GaVaXY1ciGyBfh8rHL3a03KYLkpq8gkI8bC+NdXjmt6+mV9W3HKQGN9YtTdefDbmsujyt87Q7LaFhqlRqCerwXQsHKU1VC/opotOL0UQ35vvbEpQAZiKyyzxcwMOAIo59lxQOctAchkXGQ7A7MgK8gZYEwn3RorHUIr4CrHIb+VNrKT1GlRB9gQ2616P4OnurrXq43OVKNawZ4EErRwJF1XaHAkQNa0eors9GudbIfrsJYz/1aAxjILDrnPSTeIbJjcr+2rZdyRZhqn4Kyc/3KUGDe2mea6az/SmIhjr3ppBvebB7FajpZMMOo0SwFAVKaOds7QVbBGAzxm++m2Qx03XT0OR38GjBoKsCw2GcgvTomzTSIY1HbXhS3NOAqNvQhgoHJaZVDmUZkzHFd+93IMCWjm/L7bok6dFeMl11nXqN+3WKZWR58rGMR7mikYKdsOPWNO+LlQ84+qR8ateujvO/Tq3pV50eBNeR1jpH2awfFLZb90bbVApc+SdJHGRD+rLdLG+4HH4zuBfwBdLrxtzcFrIGRtxR/KJecbZatXVLIem9rLyLq/y5D0lydh1lHcostyVZfVA8pjQSUvzugWdAWRNMtZgRytT/XmDDTFWCU9LJminf8xU/IcjgPuqaM0k07tIscMwDTvOSa6tZd3XlJO0v3ledpx7V9z/swLQhfinguSoVjsS46LyvlZBZhhu5bt9PYOfsu8W9k2YMjOaGQtk4B69WVqXZ4JV8qextJmMI86Y/IXVF6LTuYiOL2BnBDRkh7UxUhtV10o5AvD5mxj2ooFqKVzEJEUkXYiWY7zTPs28XL2zVY8SXLGPrIdK/1MviP0GuQv20nfTuNwIGdvuw+LGPu7l0Exy1F/41zQ5SavW/6qLvI2Tv0yl1Mgx1/cIr8yY7UcvX/FM31xzerNsy+3ci/mHccuvcXeZrlqg6/1LbNuI4ue/FH6lQCyvwfA3ynX/vnW2n/WzP4Zufb3jb//t1qAmT1ba/88gL8fwL8ZwP/lVYWttf/jzU//NiDAhV52vmFy2q0oxuSQZ0MY27bESGoQ3AZIJV6fZg9dY4L5G6RMBXnUr8G1/FYBNM0GOCz/xsnKjLC6BHyKw6ZnWLG9fu/RcNh8BpbfN8o35Iy5Fa2AwFZ4RaqO6yoz7E4ZpTiPfEdkO9Wgk2N4c6YxgDjwePm2JovVQ46fOtA1I0flhdcv5Hsuvx7OBleXVoryvCzVpX05LDuSnpnUyNd1dHI3Lp/RClRQcMyvLcCxr1JsERZ+Ihzkhghguoxaetbv93LgQMR5Ba/PMT9iHtLZlmDokAxDCUpr9uAl81uDbmvN5asHqtRDkZnQbdcMjq1AGQYv9fvKqZnAMct6Up36fpOsKKlzJ05yv5KzCdwJsPoskr5lnxvHpNyTAI2blPMUyIgjqfLCF3FUkP7FtHhZF9vKMrVs5XFD4SeQeB7l8rc4L7ICYiz7AfPAdt7gmZ/z7yJfyueGfCZXtoFz+5wHxdntZeUFpySvAsbouEPGSQFi5bGu1lbg1++TPmv28FFskI4XIGVZq6YzgX81CF0FHX7Nou8E5lM/nGEt/JDE3yynNUDVrf3eX2Q/go/zbXFWwAg9TLmCCqmJAgisVqP1e866vF9UmeqojC/lktS2rWxIktHK89Ie5XstSW26/h7AYtHXco/OY69XdGm8zTsDJ5e16TxDJ/oCJVsFEJ1tIX+qc2NbpcxL4Z/O9+Cd6u+WZD9A5Hlrd20by6qftVy2hf1LIBm0nVWLBp9jNswLKx7AS591QUXPr9L7NK7gmMUCzb2tJe/0u5alfVIAM+yE3CNgmOrSLGttlhkC9JbLeQgv6lzWcai/xYKvzf6rypI86zIydLiDo+Xeahcrqf/jmUDSJs3e03bclVnlvsYbaZFSfj9kAa/ajFxu3pGk54XWOVJ9kSnDaMp4z21NAJA814pMvyIdx2gzeTFn6eoz/Kx2DsDkj9DuLvXbyEgOsHwcH4CWwCIA+UUZpf2ux9xNzzH+Z/3nMyxLx6KOS6ugksq9re/XzEcHhUWuaz1TOye5ynOD14EApzm/Vn4KAfK0pbrN8fjPoOXxK38N6X8E4D+MDpL9bQD/dgD/fQD/RgD/y9bav0Pu/bvH33/ppixe/9f+rMbZ4r/0e5lI1amcDO/iWqULERSvMnreobt7eXlpkDiRJRBI95b2+31mDtzpPn2jgiv9WvVPjbOWq/8g9f4IVWCjkvbvju7ac9d28gbA9Lm3ieBn4SvEeMtzbOftOBeFWlfCLxkjDdg4NtoX/X0F2L2ir8hspdUbK4GXduktcrm+Gfs67hVE0/mR5rpeN0tjprzjb/O/vJVW54nLh+Vx0TGs81HbppkmfKb3V4y31iGGt4JftYyvkspPclRUDouM1b/aFr0fEP4VPcZ+zjo5G/nlqqaUm65/woS7n9+R4Tzv7n+vfFzpUm0veTDJFGb+TDJey9Gy79oHyvC9ro8yLI21O39SZrJZMrdYps5X/bvig36e9KO083rRf5Nn9Pka5KfnMVO9v5YRDuw8LijXrjKe2sb5XxwdsOKZjpPey/YkfaFjUnRF1Tt1jn/2VrSfQau5vvLt7vRqnQsVNIb8BRZzrM6Boq/juaK3is3RsrXtq7mz8l/rPKu8qYGt1XpKeRVcrHp6VVeVmUpJfhZ9ULoDz/R51afeZp1jZZx7G0JXTm2qfdZ+ljkAzHO58qDaPeV15d2KT7Vv9Tf13VZU9aqWUynNmzLWd/O46oC7+lN5VZ4XY6ufp3PERLdci/Z62WUc9a/SCkRPerDYOZ2vva48/1mm/mWZq3GfdFSRx7t2v+OrfXbLkv8LvpHeiRPu5ri2qfKxz0fVpVknvWrb7Ctl3ZQAJ1RQ6r4j3sZ3+PyJ/H9W17vE/vj3G52brt/Itn5O8ljmJed/nYNLEPYH6ZfIIDOz/2q59H8G8J9vrf3LAP5LAP5xAP+pN4tj2PEp983s370soGeW/bt6Ia8nhKPXn1SnAZs+r0QhXL855ceFieW886bHV8/eKXidJExj5W96WP2q/gvjXBO87qtmoaX2jFXXx48iJ0Lv8LyCiOqArM7oMsN0oCn/3p21sqLJmYbNb/OR1cjqPK6cnnrts/77itetsv8xmX2x+P8p9VEJft4BHq/IA5oiUxzzBpFB3Dg+YigIUF7jJm5b5RleMV6W/k7tlq6tHEFt5wqFoc6q1z4jQ15p0md1JfPVlsLqmKzuXY7V1Lf1/V8Rl9VK6919K8D0VXmf8eEVqRPY5G/8XlZfq7Mnz68WH7S9/pzbp575pdsHVlT7z+2GKbunteWqIbNj6vUODsuq+Cc6qvJl1a4V1X7VcqpcrEpczaFX7erXb+ZzkZVqM1Zt8mdf+BN3bavtNGT56H5N6KAqOy3dN2fKLF+w8MZc+KoN/BF6GbB90eas/Dhuh6buqD6P8/ROx6PKZPZtdL7l5+4zfOt99Zn622dbp7TqKqtAyMVXF8hoXT/zqbW+1dxQUG8lf+8CBndzuc5ZACWjZy3L7/brXdIgV/3CVxkb5i2MrN93/IJXAMxUR7mljlMCCxfbMldl1D7oQy99hO/geY3tXgFD6/bV8jSjffYVb8ux+DtncC3kWubP9/ogP0qfZSy9M7/tLSmr5cpnkSnybs3DuGdVpu6gWLlDny+Qvtah/vMXhsrK0H/Wj++hFdhZs8+nHTz3LmO5z9Lf76VfJYPsjv574+8/KNeYIfZ33zzzd5X7fhP6nmF9x3n/EXq1ve8z+o2bVur6E1a26Yfpqw7upp9P76zE/bnTqxXp1crkb9KG31oH/wWPzyu649tf1/7+TPrZAfFc/mv6rf2OO3q5uPjXQG6+V/Z/j67vefo5vWMbJsBoEUTelv8nHvmfWdsKAP0Z9LN48qfIPH2Xaku+6nPsufo1+oxdfx1szR29k5n3s8v9c6JfHSD7f42/f1uu/V/H339rvbm19gHg3wTgCeD//ts2bdOmTZs2bdq0adOmTZs2bdq0adOfgn51gOzfN/4q2PVPjb//kcX9/yCAfw2A/7394BssN23atGnTpk2bNm3atGnTpk2bNv150F97gKy19ve31v51i+t/L4D/zvj6P5Gf/qcA/t8A/pHW2r9H7v9bAP5r4+t/9zdq7qZNmzZt2rRp06ZNmzZt2rRp06Y/Mf0Kh/T/wwD+y621fxrAPw/g/wvg3wLgPwbgbwH4XwD4r/NmM/v/tNb+c+hA2f+mtfZPAPgXAPwnAPx94/o/+SftwaZNmzZt2rRp06ZNmzZt2rRp06bfjH4FgOyfRge2/p3oWyr/NoB/EcD/FsDfAfB3rJxyaGb/89bafwDAfwXAfxodSPvnAPwXAfy36v2bNm3atGnTpk2bNm3atGnTpk2b/nLprz1AZmb/DIB/5jue+98B+I/+/BZt2rRp06ZNmzZt2rRp06ZNmzZt+nOiv/ZnkG3atGnTpk2bNm3atGnTpk2bNm3a9Io2QLZp06ZNmzZt2rRp06ZNmzZt2rTpl6YNkG3atGnTpk2bNm3atGnTpk2bNm36pWkDZJs2bdq0adOmTZs2bdq0adOmTZt+adoA2aZNmzZt2rRp06ZNmzZt2rRp06ZfmjZAtmnTpk2bNm3atGnTpk2bNm3atOmXpg2Qbdq0adOmTZs2bdq0adOmTZs2bfqlaQNkmzZt2rRp06ZNmzZt2rRp06ZNm35p2gDZpk2bNm3atGnTpk2bNm3atGnTpl+aNkC2adOmTZs2bdq0adOmTZs2bdq06ZemDZBt2rRp06ZNmzZt2rRp06ZNmzZt+qVpA2Sbfncys9+7CX8yun6hvm76benaovSbkuE1g3+U/Xv8fh79Sjbkz4m2PfvzpT0nZtos+e3oXXm7u23bw02kz3yvFW352fSzaQNkvxOZhRK4bP6X7n2hLP4UTtA1/qVrtY037bBVf77Y5lp3XP+8HK271ntf7j3ZKMfkM6/rPXfPrdph8u8y6+V/gUcrw2C2/rxq42d13To0sE8dzs+M1vVJO7Wufs9r3pCP0/WJ55Zk08Z/r9pS52Gdq/y93ncnM5Uus0/l6JVsruho87XW5ou8r/60uPVL9D2Ozooum/lr8t+dnE3juhjDu3vn319/Xo3r9ULGavksyxafXz3T64466rWljN7p6xsZ/grd6Za7EqsOraDLK11Vx6GOxUo/r9tw3+cuezfPIeb2qj2X1K/3uUwYfQDze0Je8vV3ZOOuv6/miPYzf7+X51r/9cY4T219+z6O5fybzi39q/dXPU27RRsw1Vd46HPLFvdw/GCTPbwWbVr1rY5ptQPa18/G8B2e6hy6zJKM/iglPlfd9kn7V702W+s2fr9kbNQepLFayE/1O/SZO7l51U6ldwP1z8Dlu3o0bribG5/LiU2f7+zrO+W9sr8/i16x6x13ud7z2bz8GbSy93dyzt9/vM6fUMZi7t6RxmE17jCxnVXPhQ5dx3Jp7n+iB+rnq/DzKyFnteG1vHfH6Hvlq/Pm9TgGX0J3V3tVKWKouazkp31RR3/23G8JUdDu5vp+XoUfP62kTV8mOgx1OJv/bh6hXkbn2dyJOlpDw+ygU0AYCH+vwCwdUmRUVetj8H7cAEHdGWt4tJt7W+t9HL+9E5tfMDxu7ozgA3iUW66bz6syWmuvg5EbkIwOkI8TVInlYDWjth8AAMfwSURBVIkARbpH7l21ceWArv7Ovw9eL8qslIxYi88KnHSjYW7oDpfZ/pm/A53XLwGuESAe6HxX3qjspXExg7WWOyy/acBBeb3QcLQ5YOW1/myDwdDQ3BlPTW/3jo6Veid+ImRA+8jfVjxZlbMi8ohlHmhvgcmkO1Ds7rphnqva8zuQaVmWyFaUMVf8ozaQZXNsSX0ssiOR5nVyJKKxOp/9QWHYCgir3zlfpjrL9ybtvKzLcUNz3iUefsKnNC+GrOffbfl5VQbBfWBemFBdhtair0V31rmqdUy1F1AmgVHyu/I25lsujf1OweFifN3ejT5A6nKbNvqltlqv1zInEMx1ZcPRMPEqN7zrSMoE5Hn9XfkE3PsdDn5NtnuuutJKflN/bA3Yv0OTHFpzGWe5NcCvc9usjxmvmwFofdwahkyi+RzqdiKD2rwX2i+WBXi5DsL5mNCHu+vTmti3GbwsNuOTiR4y2v0vynDT35HnEb+Hvsnt9vaPsahBKe9JOlV4hWaTD5yCYIvxY5mnlM1yezCZbeTR+vPhN1nwy5rXPbXROLazj8O2t8V4sL1oluQuILvMz6TbxJepvNa+8/faPvVvlb+uF6D8n9usqsX9ncJn/VvpM9uWf9P51yYf6jLxtdDtW/Rh8IZ1NMzz8w099c5igZd305sLXVfoPclfKPI12VXjPbOPsGqfykAu5/OOVPn6/P7196RXhy6b5AmDN2NsL2B8XpivcU0XLLRO8vUQHk369OZZztEEfC/46n66xCfHsO21uRX8f7T4y7l0AWhFpjnWcSHrGDPAxA7VZ9Uedb4JP0obX83j3r8utzaEQWVitcBzSBlr3/ye6kLFZ/d6e92vjf7M9q7zTPlFG6fff3B9fwNkvx/ZmLCzBFXjeaErN/9Xg4zFc6sy75xTOhFpNY4TaCjXqX0MDiQwcCUjoN41+uiKxDJIcokDH0FdNuY9a4hl9WtHuj+DXEeLMiBlVABO+673rfobjqp5/b2PfQxOUbJOAhTxr5klJ4/PnNYLvQtSNMiozht5wN/dkdAAAh3golGv/ZxWF4SHq5UHrc/BMTEa2mfe/yrouup36yBZ/63585e0meAwWsN59f4cRYYa4PLXvxtOdPD4HGX2udEf7GMTz47SvC8nx7/icQqiocxVzOOpwawV3mZHP/MoATEvqM51Bn5Vtn8ERFcAs+qkGtix/0nmLIISbdbkoK3kDwWwlACM9a3K0OCotXDC9b7T4vM0D73t5nrwxNoQH3LdkHldjTczOfS6Om2pfNGvCpKxf9VJ86C98nWl68qc5PPRznt+VLrPUqNONXdGtays67r9axA7M/4+kiwF2BQBVXZ0OXd7gJpdUQ2OvW5hiI3nvZ+ct8i2ockcoOx4v0bdusCk487+8rkDEeRWecHon43+sqzQT2IcF3Pcyt8paAdS/ybdPcYERR9f0h4lHdOGWe7eBc8SUGPwec85rEEcYGMOhh0+aQvHnEgyIJLBRYm08CMLDRocJ0DJcsBHHaUwyd180nmQrmMeP+reqks8GBbdAQAP+d0WsqH1e1+QZY9+loKRDlJhpl4c7WIEhaqLVceelCmvM8r166bXMnCmC8OnxTMBJHHBCz63el0hQwqcq1+aAjGRuwDX8m8+5slm5b+9DsOD81gWLe8WlULfiN/QVH+E3WqIz+R/K+VT7yl4wOfUvqosrOyGto/jorZPn1GQTHVurzzPJfZN++C84zyzAEOm9hjvDZt451+sQaz5PgeEsS5P26fPqkyQBxVMZnlLMOfmc38m255KKnsc3wwuzICKGRyEUDknXy5kXa+672odJDP0z846mVOHtaQrT8ugo4+dgI0K0CgvNebgdweWRFdNfJN//E4bylixacWDdG7Fs5yTC/5Le3RhgHEseRryOvg3Jp3Wo4Ok90efLOmo+KE5PwHgMeycJkukOWSt817GgmOsdWEBYNa6vZ2LufIKeNcY4i72Z58eaMvx/RHaANnvRH0iUvHnYTyKoqsAiwE+47JzZl42eM8n9M6WrQlsAtyYJ7DLBVgUvf/rqyUXDKdUeiCC1bPMFF0hW23nq5PD+2RrZ7tmIIH9uOFTdS7p/NMQ8alTxiUcD0TwMu6ng74CAJuAPCaBDn9X8JJ/a1JBGInmf9luoDlI1kxWkbFWUHSG+fl5rQ2vgmM6xmrQ+LsHvMUIs49+H8KBJR8vawk0A4Bz/D2EGQo+EnBUIIymLc2pqVcMlDJpgFx/VcdeV6UoE8lBlLppgFegKZCDo3x9TbFVkoDYLCddDuaxVGPUxALdZY7dUYBlWcZr39TJZhClK+HqsPMayVcHxdFTZ573aN+iffkvFo4zgTLVr/Uzy3/AHHxPfJC2AxkYOS1LkAJu6gx5UKLlil6hI8TgIQKnANHYnwh6JIAqsuaroazX7h2Y4HMGgTS4r+MfGU+dZ2eRi9pP50kB0hpi/uu90dYMbuozDV2np7okOGefaiYNx5xzmfOFix6PET1YuZ90DK2hPFF+sb3kyTX+r7XmzyqpjADDDsln/lYBOQAJmFRSUPEyc5s83TnGJE2aRfajtlVl4Eakbp7j57BXCgj3MvMcNtjIIgiON+v/DBFEEPh5NBYVfTrHWJjrmhz0Q8rRYFkDXYKWGsyxD94/lDkktoMFrfhf+RQ/ifzotZExpj4KyzFgHVinMQuwxW2+l7ce0QpCqV7v4H6e56uMTSD4/lT7IZ0kD8fDnrUPqC8Rc2IlV0fLdth3HciiigIJrk+HrWjO0wYG/KpzMdqoc0z1ARu02rFQgcGAgA2whlPky+tzXkIAvdxngoIKMOUFItGDYuOSratZo0awb87wUJuumW1xU/M62bcAKaLNrQB7Pp9Xdt5tQfY3KlVwQAGLVGZZTKnPM2vKLD+vACbnTAJWX7Qt6hcf9Mbf0IzkOyCz1sl6NfuRAJ7KB+XlNDgA1vssetKyXFcQjY3VHSlcaKh69e7588r2lfKiukV1lPJv4pWprxl3m/ybmOV+zIiBB++6j7EGH6Vzaf41Zo+xUeRJMxwGn3dWGEq+Vdnh9aPKaLGZxrJo40J9xv3U9dSRxddO80155+PS/67870qcp5qJq3qp8jRloA5ZXLkk97Ppc9oA2e9Iz+taOqm8sgqiThW4hUPR7+Mq30wpKF0o0KTQ0cGUJdgkSlrBm4uCO9r/vIjuj/k2FFasyI7JZ3lVdnzwcqjsrqolICnX3kekNuntBPQy+DLKGc/pFlDv4yhEgS+tMzl64NCMoBXmIIiu8rNsPvAYTt0pgQmkPK+LykozHpCNTXXar2ESyKs5cy73pcmqDQ37asVMM6Eu6xceRwTnB4I3NUusij7Bsb6aPPgnBrADXcM9bJ2vlw19P2Q5bf+9wlCfqbIGXJcDnWw/6WgN1nJWE9tQnXBeX4HZFQytGYHaV6UK3tKQ64r2in/euxG8H635nGqty/fq0EkCZmY2zXUFzY5G4G3tdKXVKLM0P1ZNHeLiWwT7NfJvANKix9RYZgPM1aMcjMSKdQZO6palyAatc3reJqvjmXSR2VSvgrkcQ46pqiVDXxwwrIPUByJLzRCa70AHfNh3AgLqpLnDJLrXdZTU4UEjLPFq/jTzSGW7gmM1WD/G/Sda4o/qES3bFzUuGc9xz0OEuepfjPK1PXym8pG81O8pWwwxRrxG80vdciD0TWshD2nMOXdE55BHapfcwQVgR3+etsF7J+U8WvA6+QfAZKfq2FQZUBCSMrlcQGp5+/soHMDCtiDmlrdnUab6LWzLUQJt1QW9nyt9EBX79mMYcB3CkwioGzqfDzTQ4+IYnJdNusMaUoamZknXjBAFGHRu+RwUHZMAU+SxqmSY5wOwAMVIoncaYlEm6/LibyJnIl4CygToYC4LtX1ADjh53RcEx0+ntKv7CwUsRMwrtYPq4650Kv/WDISmcZX2V+xfQwedgAGUyYLD4UANko6IhYoARHkP7YXajeCdjf7EeOZRKfWU39rQFWyT63jrWXkPAXQYzCc9Jv1vaAkM1EX86jus5rJnxAmvlgAoBGwtdpK/+/NeDwfHcF6R7UdeK6iipEBG4t2apfm5mtHGv+W6BuaGbn+zLY154wsgAt5T9wUQNcNkChpXoCfqyN95jY1b+W4J2EjtGbZa+s1x45b01DeL9reU1Z7roj5ukvXLZ3VuOTBiM9jqCw9FhwSfclwcuiDzTf30mBET9wb4LXPVr4nOZyZtkWn+Rh7W6+fV0I7RPhS/jd8sL3rpeGi5CpidpQ1dv4aveBo868p3eskzsU12XSbjO7R8LXNPZV3aK3Km5DIg4JcJf1mW74gSnXD1ghNNIOEXaQNkvxOZzUE0AF8tBmbntk7kCtaklaoxjd7ZtlCzeirV38Jn6s9FFsBopwi/jTZd48JT0rhOjMB28dzR4rtZz2DSOtJEbm2a2KvsqqO06+7FAzXb52oNhwcx+RlVvgrCpO1VFs5dB0XjOvtyoAFHb5jydEU0yPVwTHce3VKIAjf0fe4NaI++ArNavboWn6dyhQjkOS8t6csAxyi76TeR+zFmCgweCKDMxpidQ7nDAM9ING4hzGATA+gk336NQOoweCWbyQC0MgbVaVFjm42z9rvwp/Cut8OwRK6GU2pAkr1lwDr6QCCs/gXCOWoiz1qtyjyvn/hch3C+NsRcV37qOCc+p3kGCTDCmeSj6jSocQ1Rt/S9X1t/noGwaKchf06gJrKO0OwngiB99Xi0T/rKT7xUt6IRDFKeuP4g4CLtaCP7itu7gT6WHjSKk0awh5muq/GgHlPeJP6WIEh5mhcGbHpm1rNdviJTYa6Dz1H/ugIY1xWQYhmxkBHtR7nOZ6gb9Pk6HjqPqd8dBB1tOKnbWlyDmY+PWej0xxGykfrn9igH1UeLvp7NHKAGejk6d1rLvGdQqP6E8oS8rDxPdk/5JvWx/q6XsnLQYwhYnmdEjYZyEerewtU5JVkuInsKsuhzOpZ5KesCriNlRDCQs2tkVx05QHle5vOIOYYVGFRb7SADevnMQgNyfxNQKe0OO5lluYLvgOiZck+0ZdzX8hzk2LWiV+hTep3I9tGQda8uFtWx5PdVuFnBFs2mqttMFcgBsu66WrQ3yRzC7ilA7XrV5gUtAAPYoe7NbXwsxpu2KBZbo26z0Lvss+pv5wcnb2lLtZ9qi5ro/CivFTnqVx/gHNX7NePNoJlYkH7XBd0K0tXFnGQXZK6nfo97ztEmwomk5mWx39F2/kY7F+eVhZ2r2yTZX4O0w/JvlRIwtzgjjG2YwXg4D91kJd2bM1J1VMzyZ+qBeixD7lf+S7vzmV7Vld8KVNQtba3c17908PgoAJ/6ZxqTLlrh9/g3qZPX6iJIl5f+FOfWajHhGja3Zmryd72XMq6+Sp4tcZRA1fNHy1u5D39i9plr/0ghy/27L/Six4QneTnpwuwzJM6O7xULpYy1FuCXZovWszTJiCrHlM/aN23D9NvivGYd69pmQ9dLqTwFw6z1+Gxc4nbdOv+vRb1foQ2Q/U5kwMiuCkeIzvU1VovnczryRO66bh2IUlmqIGuGTd3aMh7JbRSlrU3RbIF1dlc8f16G51D21wA6CHYdA+nIoEyUfQwH6HnNCjQ7WKKcCuij2Va6ZZB/K5DWC4l+ElgjSKa3Tllm8mMHFsLAHcM4nlcOhOJ+AhbNgy7S6sDW6Qw2KrLSmXSoLUYG2RhXP3tOxsAdYouVBY7jijTIA7oOO9J4sh1zHak/FoCRb0Ng/9H51p3eiKysRZknGEDGePJMgwQknvCsDI4JUM4zajlQ0K1Uamy9zHFPva9mhlTi3GmjXUCeZ0cLkOW8YnWnvVgVCVBMwTIBagpIpp+vcg8/r4KzSho0upMi/In74psems7zCfvw5vlBJ1qdJvKX45G2okKeK+1ITqncB9QttLMzU8Ef3342PBjOQbJJt4+oHgBm0EjLcqBFxr7ynlmpGWjLwYQeqj0FCeNvDSw10+SQz4kPC37UcdE+JnCtKmiEDqkU/LS0o+WyWb8q0ATEHLcyLtZGhoNmewk/2Yc6j1V39/tD1wRIL1lt5X4btvLh7WXf48iBy7Ku7QsGvf8fx5jPo/g+t4Nnj6EvpyxG8SfYN1IFYeh/6JjkIDAybLgQ0ZD1oW811TrE3tCG2gtdsiIPhPRi9TcwLywRDLkGH652CagC8Ay/5nIxtI31eaNZCm3sz3y0hroizvI6IBMgG328SqojmflX5W1pcmmfG2TxyIJHon9CxoDV0QTUM5f8pU+p50oCoWdONNc7q+AzB5dZNlQ36L3sewUDlA+0Y/QROB6UNZP7gDFGLecdhl4uYI6QBrkBlokuE9lQ8IeAExBnB1JeU+Z54cdoPDvkv+XzErNfDLME2NWzFlmfH4MiOuEU3troI5dSYmxaKkftAalJufXFHJ5RP+SngqzsM4G7LC/mZdi4jzKXzxsMcE3Bmduzj5yXazvT2zeDQ7pdTp+twDzb1dvTfVQN/L2dphmTOfNvlck+AT+Y7W59WUc9NkZ3OLT0nMjUou7ez8i45/V+hqQCt8Gbyz+XLLLEp/631m9JGsWWp6dDPlRnXoVPrVxb2XYmLawWvrJ/lheZeB+v1POLqw5MrZcfOg+b6BeT69WPXWeQVb1yyVjUOIFnR7J97mci4jzlPQGnmrWrdfAw/RXYpYsH6Zwy4U6djz5/MMtHOlahGZggQc490GYgbmeQ/WWSwfAcQZbaR2Zi1C0fwLyC/SiK0Orsu/utUFKQouj6ymN+k0W/R9sTgNd5zY7O08LhD6Bj/N56JT0ARAkOmmc8sdzUZuWOWAmmXka/X4BmyPurSX54Iago+gfOtYqea6CkZDwrAX2efrvM986TX6lPFs5bV34ESbCglgwqldhlMT6h/Mb30YfH0dvF9NOVaFw2AtNR5hR4lOBTQa2n5brrfSv+9VVlVcbdIrPMy4YcaDpvFvERMGCaTxmUiYCgt8/82Xgmb9fkb26gdAVuXKNDrkGngx4L2ei/B9+8X0leRX5sdhhW5/L1Po4tlpA5gaxT3PhKX1bZZJD5vNJJ5EHlya22KYA+QQp1jugMTONmEWSZlKGOt+m1EgSpo7gKWOZ0+7mfOraUB92CUB1WD8rK91p9yFach0Q7kBw8d+wI8Myn4VUnrfOT8zCCobrazOuz01X1WvCVzmZ6vtyXV95jvl3CNyDPEQLbNvqZz+jrfx8tz490sO+V5zgzZtvQpz7H2fYWW4crwM2xVn1tg++qz2umjv5GPXcmsxX6lToyHwEQeug82H7z+U1in/IwDZvaCkiRAqfZYU/O7o1N472tlWwk73fWk5pBRtBCHe7UNtUj8o+/V1Am9zjbF/pSmsXTFz+krcaArx9IHNvcwsE3qYC+vh5BED+PzBzrczhlboKgdegfypjqnMjyDP6vXg5wDlZxG7GOVz16QRcHeV8fn/BpuIU7dPyQMTGmp5mf3ef/RFeyj9QLHAOlWODTLJPh11JfIOYAj+g4hOeqTx4yv0YzvT+PI/uiPpdQwBrSAQeWNHg8pVzKRej8HMgyq7GOJ3myXOzUiLcQ+ayAfdSW7RuvqP4CIKB85vnoclog4jV+V/nkma69smzHWT5/W9nglc3V9rMPXvf4/sAYM0AAlMgq7XOJi9l6T9DN+u4yOz4BNXrOEeYhcjBC6xSbVLOO6iKcaayxWOTLdcXfCmqlvpi21yaQ8g4yUD3L70eR5wZ4eSdCOVZgBKDurXWYt3k9F+J3l2spQ/3A53UlOWebV4v5K9sOse9VJ3oRco5xLe+BvMDUEJmRD7+WZZFtz7pWS4iMMeWjWcwfnyNX3KNyWYFG5Q0ABy7VR+xtC96ProOLRHFPS2M97fqwPMYEvCpQWmNAPq/zrS5CJeBsZDH62eMtsmJ72+P6cjK9SRsg+53IDPjjeSWD79kf6CvRPT2a92dH6HGYGw2U+9zxL6sGQAAbwFpIlZjZUZ1kffvI84rAgYCYZkloVhDPdYqgJOqBxfO9DhuOaEt99zao0kGT7XAtre6zb3yDowZLekhk7TcVsZ6PRiU5ncVlAVJ5+wboEQYf+HZaAvsqmMUhqxlZXNFNbXQnIQItzVgC5hXmc/DnvEZ6MLgSlAM5ln9YvClLg6kmjrOe0cJtQZr5xGf1PuW3A2PQgDFkBSNAOLv3H1m2rbnMpAC85fmk2tFBVzHOGtxqGa3FG3UUALWbOUGHXPmUAvbEo5Z4Z7I1tAepLeRTeMYXJWjbKjHIfbR4ayX1gWaPubAhnJ4ViD6vptUg2vxv3W6l9y6DgMZtO7ynGz6D+XXyjI6k+feoP2Z+DoYrGGbgNowIJEgGjkeeQ84vZFk7zfDtpOwMh/GKPitxTPS3qs80awgPwKy5jq/nVoUTECBjqRF93oSDFtkYwYuq+CJLIvq4ohiXORhT3i3nO/L86H1f1CHZoaxw0lFH5if1B9AXAWLLfgbI7AhwzW0QxsH9lkFQBjlq5wApS+x3ajNiYYd6XjPMlEeaLZTPvOpz4mgNjzF/P5qArq4LM/BW26jgLPWYttHLCpUwARG8xxefDK6PVT6BHJDzLxc5YIZjnLdCoHcdpGZQmNcoa3y+zuGebT54K8Eg7+r2KXeMwAYzh7XMOgccWFlMDc4xnsGkc077U99wqmCK+0tiO05YkjGA4GTeYupb4WowggDN0gt00PWM82EsWOr22TiGIS9E6BYnzZyuZyy6DyY86v1ofi/77dmJI/PyvLrP5D6t1EPS8047bwXoBe3X0NPezywDIYOHZz7p9kzlk4OmYmeU9O3m+jv1u577FjqTgd/NnHPdVhYfjmPUOWQCYUvN256Pnai2T+WyZtXFouuYU5dkh8pYV1CbvkUCguQ+tq0eEcD2rdqirc+LZbIbBuTfPDn1rZ9srr5FUjNXzOCBf327cQU7tHy/x+L3mi1DkGy6GVl2ctvzWbnV96I8VaBM1aqV77UPOj91/PO9Oo8aRuQFII9BtGuuT+WOgIbWou2pGYpNfs/bl7NOWAKxIq8Z8MlbphsCDDsYKx2zrelAe289rzbEGMYyg5X+6Vzt5wPSrjl4Vs8wsyxLTUAq6qPUVcw+IbeAa8sIgCkvFHBTHV5BN3+unBWm7XEgTUC0vIW/zg3k+fbqDDIByfgChMcRzzK2PVbnwX2BNkD2O5GBxn827h89DQpYBNxOV3bwAVHYZu7oaJbA6pgj3n7bTk4qdZxbBsc0CDgvS8AX72OvzSIjpwNbcOdIs8064KBnf5VtRmqcYO7A6GH0aaWxhXNIw/9RnCugrmjH33o4oQZjNVDq7bd+5oyspp1XzyLT4EjL8LegqQJHc7Cw3zcUDQCIQ+Vgi5WtXqWdgOFhzcEWPxR3IQPc2spxcUdS+3kVg3T0fhIsym0j/7Iz4SDk4BWvEZTsDv+YD3Qm3bnMTkN1Mg/lm5nv+QdyKrqKljrZSn7e2jH34XHk4L/3Ux1kCSSapfK+yW9HG2W1AMp0LBy4XGQw9Hvj7ZWPo0lQkLdt+7ks8nzaWsm+AbkMyt/CmV8BbAEqzwaSQqpZUQ8JgugAaaasrshrOTz3zNgOAcdCLdK4R9/U2bzMxvwM+ev9DkOtoA7Bhf4GMQH3Jy4EMPIZQPY4RpDebOh4JKHqXRvtacBxqV6M+5jJ8Bgra+pQYro7f0+rxYt7lGfk991CDhB6tw3doQGEZlEprUATn3/yPOdqzTLW8nRsPqirj3gWGGcMHf1e3/I42t0XNqIM9FtlESWuPY6QVT9aQPRxdc7VHpnwg+Q6+2j4ODoQVjNcgfzCgnrtw7d9Zr5oXQrQd57Fdx+vopMM8OxqHS9/uzCCN7pK72fIVZu+oAp0p7kvARJGeZplDyk/zS9gqrfBcB0tZb2wj0DImoIm+nuAE0Nnjc9+Rh2fa9GPmmlUwTG1H6HSgvnWbAloToept9BbWm7KXGbJXZH2z5YXPRRsMekXD3LXrAzN2GKx1T40jtnFs9owxmrw7uqLyAycapAKwOdkzZZ6HBksod485HdeJ4+AawDnbdzft1aZgznBO92qqFR1qIJpcZNN92pgrpReZKC6tcEXhaMPFZy0SZ5DTvt33Vp+yjUA/pIO1q1HtjC70Fb94TUBxOp9bFvNFNd5FbpqtmvcnhhAWdislU6ZZAE9sK+ZNgoQJJAslYMI/qeWL8oZ39UOr4jtr79qtulK5oCsS6mrvDzL2227GlFwMMqodU4gZ2pf3p5r8mzqfOnTK/9idebaZbOduKgva7uxziBjNjHtu2bm6hEH/d7RhpHgcFg8620kH3F/Zrh+51/OpcN1Y9w1XJACu5FncY2/J/tQ7q+8re3Sa7pzQ8viPPHM0sU84NEoep3P+wIKOC+B6bB+y213kEzqT2AcIICbpRdU8cUd4Q63fQbZXyqZAc8zgCWgONgPAFdkagEliDhsWkEEYuKbmZ+bpUTl6MbK8rNZ2LsaU/SZAk+HnsGHZgoxhV0d/15+zhZ4HFRWiGelk2bq6JSsMQmsYR1c9nZK8B6p3tF+2m69p3AoBXn1vuWWz8U8FB8BJ3rw/Tyz8lAHbWU3m3cs84BZc+xbAJSi6L0vAm4dPDS5y1Ztd3Wy3QkmGFDaq2dj+YpLG6scFnW/eisnP58WZTGQbg2+9bKZyK0ADZp1cQeQeSAt17LjJc/4s2EQ1TklT5Rf/W8AfBU05bzQtqtzn4CkAXpwizF5pHPvDuzm1sr+N4Ax9mMF0OhhzdWw6gHH9bejwYMjYHYQUgBMfkkpjxEsMuOCht+QHUl9g6MGll7OEc6fOl/qWKK0rQYuZn1++llTFtmQbm8tsviqrtIteKuY/27bs/IKQN8aOOYpt0HXl3FEe/oKZBv9PQc4yrcqtsFvd6yx1lMAdefgt82/Vb4BMR41a2xlU1RmKzC2cmg1e9ifYX1iTz5EnvMZXJm3PMOQ2ycCjKaC6AXomVNs57fTpvG1FrxNNqXUqfqP4CfL7vdlHVoXHOis/6GUoeBeH7McRERGcl4EUJ2kvIz66jPKSPiiHSvpTn3ewrfS0WYZpOEZZCHLMc6atcRzYrQJFfzUOfw8Lc2XeuZqnAOXO34M53259W6Uzaxoz5IWm8O2U29wu54GcRwTtJtteBbZhAqMeX8NCRTjQiDr5lEVVYtrRr0vtIyy9PiGj4OHbw/ulEWUE31bUedj6FtmA9H2hw7IAF5uFLcS5bmlmbjfLsNfPcOers5MqtmAZ4t5qPOYRGDM9cH4jX4G2+WBqvU6jhYHzrutkXodlJCO3r4FVkCAek2vK1ig4Gm/FtvL07lpbmdHlss1z+cM2OV6LfEttqABOfuacYHO18nvEjuxvo86L/NH26h2rYtUDBjHI7aGrQFBvZ/EM9xW2SUakFevqAb2Ckb5PVbKQfY3VjoMyG9Yrm1XwDXakivUMVZ+199yX+N3fq6AXKpr1KfnGFKHaV0mv1Ubw8XIlU/JeE/rPmSiahbpKtv/snXmO+eL6tiemTvH11w0uNrQiRfSIikTU7jDi3YWyDGq9k15qyASfTQg5hYXifVJfSaulSMAhBoszc+kashX+W5SD8b39M7iUY8CVqttnORRtFlAr5Ftttrkq/2o+j3sbJ6XbcQfXde0AM58Tt7vtHmXNkD2O5HBlivMdPpbg79tsG4taQ1ghlkqk4LZxgGJGCAZwmCuaHU+0lWUTv4tJucEjtHR8fMicvZABjAa2kMCsysHIQTo2B7fotmiTj1An8G3HswbfYmJ4sHawnnrAV3zVdcazLGdNatNgw13BJAByudp6YUDFVwin5xfUlZatkcg995GGbcMDkqmi/C/WZYHDZp0pZD9qhlzBLCeamCa4QPDOIuS1OwBpXquCvvi/VeAYByenA/EDIdawZTe7mjr0Xi+DNI9SupMVN63lsd3lS0DudafWQf3/fksM+qQPkZqyge6PAcYHc8+MAdnSm0EuTVrTFPvD5ezKKClMqKNKfBuMxDmfU99dIaMuTZPNmuxxZKDXh1JyG8164J0XoZ2SB1sB/swrq0CawV4uG2SALhm8vXnw8HSM8g4htxyuQLI0tzJbPCyge4gxna5nOERATgFVN5GBgFPR8DKYryfIkdK1aGuK7wKalZAwnknCMn8dt1oP7NwyGO1H8Bad2odCewHHEirOqa13IZ4MQx6BigCXCOvcdhkb88rsgqfIkDM9KzgfPQ5ylI9qeNfQTHyKi/YhC3ri2dwG5hA/XJNM7A1+1iD0brafrQx1hbAh9qvbksyyOdnfhqBMhN9LroNORCpeqX3lMB2/7560yX5M8k2Yg6neT7kgHa3NWbh5XK5eKKZz5Nu5Rxtcd4kADlXrdf/cRxu92oQZ8Jftt39J7PphUQVOOzjwwGJWep23/p19X+Q7IhkdLdsG56XRUD4QIy9CK2pjh59g+hDLrz5o8K6xNcrAla2if2kf/U8O+D5HH5MfcGFjh2vPY74bofyMQPYmgHKNh3MVMeww2aevUx7wsC8LtIA8/ZJ9z+R5X31opb6dlt29EDMI11ssGZoYzFFwQrWDYRcpnZagLIoz01bLIFk58Yagt9zuezleiG/KY/VLx1NSd+1PboIozrB3WHeJ31Z2bbehj5u/MszT2Et2+MCtjoYptcsflMAAIjAn79FOfFXQXO2331GC9nhYqbyogJHlfy6yJree+u36bipXpJ7VBfx/C1duNS4o47DtFUT3DW0WNS5ogz1s+s20ruzGoH1IpO1nm10YdaxXh8/Uy9yXHnwojMsuPnoDAEXEnxxcYCdFZDm2BNeCmJ5bexIkKow9FkZvVfn5fbSIlbSsee2TmZz8RctSetLGVy6c0W2TgZr4hmXbfcv55cw1Nar3862k1ZAmZ49pof0r7Z0fg9tgOz3ImMG2cIhO5obP11R02e7tZqNEDAUDQiKxcong2Y3PnealtWYgBgSJPK3HpTo6p+sYloug2dg6Eohg3Q1oPr80VoKSoA4r4rkIBk6INikndW/i+sGPbfsFdiggYs6sgFsxAsGnDfObwMztgBuSY2VwASONPE+pM02DKWvzja+iTIUSYxnLhPAyM6LC88L+HgEoPjZVjmWZ9aDPIDBeDjCHLMDDU/0LZwqJypHmbfsrKW6LpNxLiAZU2Z1pZpAYwTgSGN/tOHorpALtmWRitud5hDm5xUgm473VfgN4HYLaB+2AC61DMrT0YAnOkgWQOAo1/sZfVHAgMHzQ8CxBP4t+s7AaxW0svcsa0Vp5bJcA0bgOX5XLl/WV7pUjnmPAjrc6hJzMJwngm82mGujXF8hLs6ltxnhZPF3bptkgHadhj88WgHChixY1mV8bkUawN2JYDTN8Dz61vOun7I+Y3A0SsOjdZnwIMnE8WqRWceMj1eVO3CLcLzq+VLxiCXZrqAYSQEfZmEoj/WMSiB0J89fI52XZr9oNmYPtOezu3IbmLnbM8ZE4acxa1M5tElss+rlGJP+wCnPVL30PA12FICMzynAX+R03I2PkZHLMlynjVsfR95OoACibktXWQayzDK7NhZpMrjWQTDZdjcUj2cxcVGMOrqAJdRTNkydvxX6hV7uvLLpO2WzzmHNkFLwQI8IUIBRi67b5B2HRj4kvy+25JVtP99mZBs0bhNUm3wYHuTB6If+rn/Zz8vCplwGfKR5Jm/xErmpIBVazMNrlH8O3eJ6tQ0Z4rgbImNOGOIvnkHYtqi/j31+ccXsj10NHkAC4Rexj9/G52+n4a/GOb0ENlfqaHUtZCDOh6xAmtrWx9HwEPvu29sZ6I1C+XkVmDJI9rET/tBPVRua/Kziy+n1XlYG3C/nRZSn4K5Z/87S1F5qu+o5xne+H21q9/PCJ6iZSfU6/Qre42Bjv9DbIHWu7M1hPRBXX4ELRZeUZ+P6ajteIus6LHyE9NPkDzcI6IoYz0v6QQDA+Zaqo26v2+KC5631eMStk4V/zmsKqucGVpACVODeHiAvbmqZlU+sJ4F8Ku9mnk3K+XAH+t3JVM94DtmLBQrhl2R9o4zrajs6johHUtu5CwdM5JjbxLY6A40+emRsKx9P6e1QZ1kfXPm4haXvSl9Xnu0vQukg0mVIn0Wdu6zXTFbSYwisjonzLsFna+KWcuWPnhHcRkKHZoRFplmWcx07iqWKsNo7l132NYHaGSw/hp3idmm+SZzfUfr9PbQBst+JDNnhN8vO+0dDmszV+VfnaI7LQvl/Rul8mFU7x29pm8NQSNwaqdtI9FD7tIWP29Us5L+fVUXwp0+4p8Wrj4MnbGvn3IGWJ5n667DkNHh7xZHsf+M+NearLDsqN2Y7TJkMxaiSV301NmeM0fnTcQcG/6Vybcfz6mUlwNOQssDSaoqMVX0DKR1pAoqazbTqNwG2lCkGjNUDMUbDQKXtkOPZ1VbONY/FAcQaJNO3eLF8to1ZhpWv1pobT68PmUcr0oO+gRwgV15XI6oiWIGwj6M5YFH7jeEUPeS8Nec5Op+dP60t+Vozvvy6/r4Y79Vz+maYz6gCtblsxJmI8hctzuhTQ27IBlO3CqbAozV3oPX8MpM++rXSVm2nv3Huii0/Hw++YXfI3BXOzXmZg/d0ymqWUFQW2Ur1t3kYxjZljOCuAAw9qB5jdRnOo9uC1oLH5xgxvmXJeTkKqodE17Q2Xb09Fh1aAfIrh6f2M3RwBsfSiq6AfxVMqtuMcGKc8zivGisYTh3Rv5T2FS+wOteUBY5vtU2aBQwAxxX659sVWzj4Nr4eAIhTbvmNeE9ZJJmBIUQZLQNi1xV2MfpvDiD2axnU7f1NVXimrds2WRHoOi3OXIlFpgGkkI2uA2P+efmGt30Tzn018xp4HYs5rP6S6mCeo0lgTLMHYyxCrwMCkKkuh40xVHBqgLQWQMwxwDaed2OGcexA6DL6T5RpynjiF6I/nkFGfggv2fa8gMP7Qk9pvVCw04IR6nOxDUDWBSv9qdvP2RYGwukN5+M3yst5leMGrvAtFJj+EKeo+sN6rbU+H4AjbaMK4DeDZz621KGcM9bH9rwMj5YBmbpIs1oYq8eF1AVrbbPPqaI7CWAqOEab9HEgL+yNBXPKZUsZUmEv1Sd9HNGeusDD7eb08eOc33ihCWe/2tfQCMXuiv0mr3QOALF4mHhxxHEiOjnreaThj0c/dFFOQduupoqSEEq+QrmPYIX2SzOcaG9rWVVu4lov4ziiX1zg9Hkv8+OOqn2/vafNi6FW/mp5tT+cSKfEDivQj/yoWx5pD4F8PmZr/WHqQxtM5gundFyrbPbKCIZXgGx8OHT+jkekXQ7+U/7GInW/rDuSug/PvnKBsu66UN9Rs0nPHqiiXUA7chu6bAYgFgtaBYB0HmS/ll2tOTWq6x6jb3V7upKYgzK/OM5D1iQjDHKfYZ5vr2y/LT4nvVKMcgXKdIslvweo/f20AbLfiWjoksN/9Ul2WBgNAjP5YUxb5BI1eNYWJ/Crw7W1Tepk6fUcrISDZKmtUrassLpz0HKg1MEyAVJYHqIMncMPVeiiGOkI3PKjENv1KNdzVlYO/NhnKmTdttgdwGgoV025ZaFmU7G/GtQRTPMV12iVZ9+pk6VB62V5TFWXEKAi8bW4fWtEOGaVN8qTCQwawFU1UJExkEG5VdCh7YyyZPUfuAXJcvtiLgHzKl0cRNxBshWfdPtl4kGxMgyQNQgG23k1CX5jEvF7mgtiaFO/0eX9suzcchx6W19Hl36wPMJg6xNpS2WLFcoUFJf7zXkp15ENT5fLLC9RxrjeYsuWrgp5H0HDFw6Cz0mL1VN1cBhw1Cx4LXO18lqD0y5DEtSO+XkcCgiI01jmcl/ht6hU6Gg9sxKDR5qR4u0RmTNr3j4NgKd+D/D7GnOjAoPmuiwCE88+vSHeVwHItHVI2pzsl/bDv8ec9m3hbj9y9ggQ8sssUn4+r5y5S31vBjkPKepNh+ELyPhEbANnYwk8cO7peV4M1Dm+/nbdkfFbt4WzL0+1Z6aZYVV3qF3BCOyDd6Q2QP6hDMtZVPBFAM/UZl2q2444FxTk3aV1FN0OpFMcrnEPh1u3+ROsJ9gdfcj9iD7Ds6HfJUPIJ8tRXVP9JdoRgGCLAIaizEwHo2S8HC3Lz+BUemMpt++Qn+fR7SzlRn2k1B/R++o/cZ6qbHA8dMw7QCi8Hkwq3Uukc899CSAtuoUNDj5Qf+ubXrVPqgs4Z3SrUgICBmCmAatmjbCsp8WCRUODneszzS7BTXyb8RHZbp5djpinBJijHMM1tpfSX+gZ+7OuVB3JrOlqn8njGJvsj5NnOi7Hqm+YfSOOzWV5/tS3spu2S+yG6mwexVLr5fdL65Z5YBBAAPMi2r2FybzSOQDAeZT6Qftlkg0v/oOCR/rmVS1E21p11NS+0lYFE9QvWQEA2l4lzfSp2UunxZvaFXhUHmu7VD+8qz/ZjxVAUdua+iJ1khwop5+BsLe6jV9lRoG+vCsqeHgAviDNZ3hPg/gGsCSbXtYh10uHmJEf9jiPwSE6JIBv8bGKDbhsgLkirzqvrfLI9VvXZ/2Fi5FB5rEsui/ic7fJwrDIretNIOmRzst5TJP8AcvnKlV51aN3vB7L2IAh9zeV0SL77K6+lNwhffUFdMtxQ4DIsX0zvX32dbj0KW2A7HckdSgAACM9va4UqkKlQV6t7ANj4po5EPI95Oh6MdpaXdyTZ1l2/OMeBTocoCKAIwqK9/oqXynbs8huDNxl4SAGwizP22xY9L6V0qgBZXX6NUuLoFTvXw5IuEocbcnZIQSFWGYvMHjIMntZswywTHU2ah97e97LMIyV5iif/WCmWLpu8bZQyl+SgZbPWau0upbbEwEgyyBPNThTvp5mvgLZBLir46fySnoiA2eUP3UYla9mMd4psLTMh6aAZymLq+p0lLQMXVl1ADEBXpDPAX7ptfT5M4Yvnn3HEU4Or6diL+77pM5lViMKP8FAPZyJVxTO93BmilPj5waZ4BEWz+R5FPJ/XvfsPM08K+OSOvmsDsXVWK7KSNStfqUGSTx3UleGV4DnpPsQCwXrsXyTr0ne1/dWB5Oyn65L4KYtqtmW3Ormx1FY5mttm77FsAfGtKNw4EEzGjRo5PYmfq62rLaJz7kzfpkDDO6kI2TweWkgm2UjPhueVz+zk1lbeRwN9VzSvogmDrzLkvBUeUY7OHS76vhqb2l//JzEMlajBbey8FXKvsiQkdbSuF/eP2lLy/PoMpPFqCy3lAF/G60JyCNE/ms/AfMsQbMASLReQLaJ4HWAoiA0ieXq/Kavo5l1PKOyZomoX+cAtPtZAYDVdqVsGNd5Ns25AKFsWoCruotv+ZzbFtngDCYJrOFo+RwsygFKH61XcjziGsHReAMBknw3y341x4tbp6y0N/pb9G0Bv+50UvCz/6W/W32sKt/KW7UTvT+Z+oJb8cNKvSbX7s4iDhtU5iFywFrjlFWWkgJ2zI5LWdLNkt/Ke9XGs6wKPqyIHNJnfwaZ/L3MfEGS11VvVnBsntO93w/R1Xd0lb9RTsz/kOGsG171g5/vMt9SHVzo1EUzn1O8N8aV2WK8h1mhuoWR/u/HEXNJ9aufdYmQw/AfeL25nqk2gIsJ/F0BO22bxp/KZ9YJ8Ll4m/whi9k+TzD7VTpmWm+DzCEZB8o4ZUx1UOikRXw6oKK6PdHHCpjkNWHKuJEDuWeBQS/vZ301uaX//vnOolquz2VviLxRukxxgmU/Ql9ZwNv0E6kbJhFCW03W184Kf9d/Sp8Z5x+lWDEJZ3sGTdZtoGHQsu7OsXlVfw2Wv0qrCbp0FJDr0jbWoEb/6fVLrqsivaSM+D2MyjtBxvfGIVXm7sq+a8OcMv6qLnvjnvjLetPcKAb4mvg1/kKDjLVM6vcsizn7I/7NdfO7z4E6B9N8Xbcj9QP5nhVvPqPPlPrPcxMzrebfahv4Z/NUDTSdndr1V2fa3bFpdirz3/rbSpaW95UAXdtTATUrMlPrinItfQ5Zizat+gKE86TfV89qoJkDX5v6Mvc7ZPcz3fOO3F6IbJuVbYjPluZa6H4rc/XGJnrf7OX46/3aDrt5dqWzr3JNM3eUxwqmpH/6n4z/XJfqlHW/575kvUqq/av3d15/jVYy//azuJefPEdy2zJvY+5Vm5J5bvmZUlf8QyrvFWW9F3Ms90PGTX7XbNXsYxiqH4jFc7WMyp/avlXbVvct9Xxp0/R7KTv7jquy4j4dS9VZKuc6zrX9am+rz1rHP/d57o8h2gL5XPV+7/MXhZ3P054s/OEKrkS/Zt6uSO3V3e9+342MfIWqrH5+f+6/ZwvJPWrnEz/k91c6wzCP2exhyNyp9d70x8rf/kwel+orJ3/W5vtUJ63oe2Ker9BKp9Tf69isZKzaS10gqHFVBr/yPaEr1/bL22RrOVB5XPnv2t47+V/XWedm3v7ofqwpL6S+uchc/k0fVUZNfqOMY/FXy6zPf2Wq/4heqO1Ylz/r83ee/yrw9oo2QPZnQO/Yj5814MA6QP6q4/qKfmTV2Cx/vs8K+IkNfkGf8f0rDvJX63qnj98rF9Ww/Zb0JxqqZX2vgI3p3jcUcv35T923v3T6EZn7irP9I/qyOjq5De89vwqYvqf+dP1rxST6SpDyij5d4X5HZ/m9P9yct2gVXM73ZIfznfF7FUj/FnQHXsT3uyBm/fmunB+lFXD0p9STn/Xn1e9Vvt8Cdwsg9T12/Lek7xmLVfD5PTrkM7DmnXbNOvj1d5a1ApO+Sr+ljvoRsfhcD39/2T/Tp40y7x+6Azq+h1Yg7G9FP1L8u7L+l06rObgC8Ff3/0hdSiub/rqcV7L6jn/z243hV0te3b8C2/7UtAKkX9G9b/Pbtn0DZJs2bdq0adOmTZs2bdq0adOmTZt+adoA2aZNmzZt2rRp06ZNmzZt2rRp06ZfmjZAtmnTpk2bNm3atGnTpk2bNm3atOmXpg2Qbdq0adOmTZs2bdq0adOmTZs2bfqlaQNkmzZt2rRp06ZNmzZt2rRp06ZNm35p2gDZpk2bNm3atGnTpk2bNm3atGnTpl+aNkC2adOmTZs2bdq0adOmTZs2bdq06ZemDZBt2rRp06ZNmzZt2rRp06ZNmzZt+qVpA2SbNm3atGnTpk2bNm3atGnTpk2bfmnaANmmTZs2bdq0adOmTZs2bdq0adOmX5o2QLZp06ZNmzZt2rRp06ZNmzZt2rTpl6YNkG3atGnTpk2bNm3atGnTpk2bNm36pWkDZJs2bdq0adOmTZs2bdq0adOmTZt+adoA2aZNmzZt2rRp06ZNmzZt2rRp06ZfmjZAtmnTpk2bNm3atGnTpk2bNm3atOmXpg2Qbdq0adOmTZs2bdq0adOmTZs2bfqlaQNkmzZt2rRp06ZNmzZt2rRp06ZNm35p2gDZL0j2ezdg06ZNmzZt2rRp06a/5mTb6d60adOmvyjaANmfKdkPWFSzMMhmwGX35fH31XUg//ajRv63dBJq/2qfVnWv+v2npNby96Ot7/uMrs9+/2QMr8VYv0NfGc+7e6/xwyU3XD9RUH4PBdfnlP3Ufvw502fy9xkpl97Re/WWW92GkOnPyv1Vxup76G58Vyw7qlJbEOfk9+q776Wv1PfOvUfrOvydPv9oe76HqIf4+RWtdH/XYbVM1dPrOvX5u3Z9D31mn36rOfyuL5b7/l7Z15/JcuX77Z3pt1adrcyv+n39zP33r/s5P6eDF+yWV7+n+dF44fuenx/+WTyr9CM++2dt0p95Ly+5H/FuXV+491361If5SeXVePGS6/qc3rOSIY1B32vP+vqf2jf7ij03yzp81dSvzIXLDGb2Unbqb78Fd763zLt58pV58z31XwbYC/36vbQBsj8DupuPZoYLM4Bhw3G1MZl4Tf/2z3N552X+vE7sy/jPxKk2/03v+6rxU0f9Koq0fu/XCtgF6//MbgE9tvdC5gX7qvf0MmdK/YRNfNf+vEs1CGoeVI3fcT8JVVHH2L8TKIy/RXGvDFblwyX/zGwaK47XPEb1vj5eNQBYAWErMPYrpEHq0drtfPqt6avt9zajebD9+v71tXcDbXX6vj6Hs8N49/T3BlorQPEdh89l+kW79FrVCTqfVBf9iFP2lTG5e55t/Qqt9P27ZdSg82eCN++WdaCNttzPBZ3fOmf47KrOd/TBq6D7KPWtdEzWQf3zIff2Z8dnqU+vT/9Kn37WGN3Jts6J1XUltbGcN+vg4K4N8ECgO7fVd5nBOa33Zy7cua0qtq62d60n1vcD68Ap+ybf09b3rq8WDOdr2f4Gb3O7q4+m/uM7svJbEeX/HcDsXbqbA5RVtR9VBtSWqK+14lH1Nf155DH5EdI20IfWdtYY4LM6c5vn+crr9wsqee6+kpUVcKxX0vwvv62eq7+Hv9D/g34vvs6yfTqPWYfLRn7ye/ytV/W/ivnmdiK3b7Td/HfzfxWYYTzFctJfxN8ac74CgqsMeT1J9846nt9X83MV372qt9Irf0Of/ywJ43tIeb7Szz5eb/pyqztU/qxc07qt1EO5SfJR5MTKf9oPnRv8Ptkpqfsqbax9uqS8Wm6633q7CJr9CH380NObvpu+atLdGPP5BpeQYwgD/zYDnpcNh93QAJg1tEev9wJwmuG8OPlCQajRZ5m93jZ+t9QOgiGruVuvX2Z4jIouI5jFcisQ1780axIwduV7oI1n495mBBsMF5rzQq8FLw2ttakvBzhZo413Du0rXbVStgySrLXe3hE80RFgcBXB32sJ6carxfgUZ/eyXt/K0SC/DnQ+rFeFFSCcx1cdZ/KztyHGk+1g8EEgsDqBalAdBIVNPGCfSAca0Awnv8v9Cjq+syL0KtuhtfeDv5UzXK9pc47WcMoNFSzzQJpygvczV8gvqop6t8tQCweA80RBGj7L8kzK17IqqV75rI3Ts9rG1nBYXiwARBdY3KvG/UIL41va6EGDqczFb3dtXX0mkY+r65/Ru5lX12djDuCBmJN3bfXykAPM1tqwF/cK7h1H7RA9v/4dOCELBpb1Xy7HYK3haMNhtzLXxxyqfOZ37f+R+vppN9K9FRyj/rn4efy9YHF/fxqtAQ/R+YfFWPZ+5XkHDD0pfCGY9hlVe05926wlO6F6l/eHfTU80LyszsOwG/3eeXEn8VqucW7UMbKiJN4DduLv5fbvM67M9Nk8p+5RE3pZH8dXdV7Fh6j11ce+N9C6ABziw7gPWIFV6nb/G/ruuLFXXfb6tcP7Ej5mDVDvAtYfpTu5of/2vSBZn4PrZyiTbiMwWKEBmkUZ1T/wcS486fq7zytth7en+E5m/f74/pqx6q9Rz03+yMofLAvl5Ln6fTZ8u2rT1XdOgMdiPPQe+L0vuyT3cUyGLmtt0g2uS+Qa/RtA5t24L/mrAB6NQTV5MerqFXodIQPmcnEhbAt/Gw2NZ4wAQ+6/+1VGwCnrRQe2pNxJJ8o1+kt6h3mfOb7hJ/k9QNIRLHOa3+h6gH636mFdqKIM8bNej5iBfe96q1mNGbu+VZnOOtXSfUqf+Z/VX5tjsPtnRXTyNWl392syH6+F/mQ/KFenjJ2CQlpJkj8EH1prPo6qO6ssVHmFdMdQeIw5hlB5Sv2Q5/Unjl//XReoFWwrci3yjzL2x5i/B/1V7zMLHr7ZgtdfoQ2Q/Y5ER3RFBKioUF1gbQQE4jVMKzIDHDut33MAOGFow6M9rw6OnZcguqUZ5xXBSG9rNqKrFdAVwMXrdJa1L6pAV/e60+4zuDskERgPpWDNHb0L6tBH3wJICkcPxcjSGSa4SOOVs6NezzZVyFXRHmjdQRplWwuVc5dBlAKmbo1HYCbdU36Wceq/C88BXINf1/hxZQjcUbYMXo2eRfCJ4KeNdtGxY91RP4PI3L4IOGbj2J2q3ufKW70396F58PcTF5dfUq8vy2QlKvX+OZwhBwialT6WQOemM5/1MU3xT+RXHZepDJuBZl1RDydvDZgrMO0AtfxlPasV0isB2iKTQyec1ufVFZV1wBtIDgqJZWhWalrF4ty3rPuUhQtbLgHbkN0ko+vsRspyfybf8FmwqY5jtE+cqHK/jy8wZa+2cv/3ZihV8KrP38yj0/J8qAsDzL7yMhr1XgfLyCt1amkbVpRB6fvfVn3RerUMnbe6cPUYnDTpO8GxxzHaafBgQFWFufy0AWz0Mc4gZuZTBqrjL3lW5XU9N/vfC3DH8gBcn2fArdOjxfyooIw60Aq8h18TtrpRh0D8hFEZ++2uTWk/5+ldvz6jKdtD5z9G34qAHNIfLqgF2D7rwCm4lGBJbeu7WSZqN+mfuJ+IBcjs9QX/uVjp9mgsOtJ3Oi8BmAdI80DD6XLyOpt/1V6luwBrRRUEc/9hBcJ8p8Hvi3htAj8PDH+5iSyaRf+bJaXpYCKKvRn+D22SNpPza8XT793iw/qa+GHxmwSaonymOMLbZ17mNZ6ZbLJ+XtjMes/KN6tAqNr4B7KfUIECIOYW72nIuofU7U+WfwA4Rx01uKcuMghg4d8DgNCsspN9kfu0zHlnxQrg6X1hPyqfXPc2tnv0b1xjcaePdbSlgSBjLlfBsfNSXahKFzBraSh0rMJ3yr5V9D23HeQhdanrTfqJ1EvSnjudgs91UmuxyJMXpILe9X0U+K7xvALFqzZd6ONwXmrfGXsaG5vHVvQTi5xAYtDvXdet8sqfaneT/Luuzr6mmbkc8buWy3ob4vk22mVST51TUkG0RfiBVMdo02jjaQF5/4ztkRsg+zOioyiccGhmY/txNFdglawBx8V7M/hyDqXVQbL1NgbeB4gT4o5RlEsFWBXoyhj3dmRvXp9VR15/PwdYdRk7EgExn1M+pAyjUZ01TEbSHUWoM0Rjwwy7MBQmTsUdfeabMWgGer0PiW406KllrZw+rlDAoi/VIQ+AsRpBgoADbC33q9N+XuHs+XX5rsqbwU4P/kKR8d7TCABlw4yreb2+Iuky1SbHoZJm4gHk8X2w/FVKfF205bK8KqwOg97Tt13lAhjoczWa9+gWXKDPw5o9ttpiFmM45q+0i4aRQAgNj2da8Tc1uPq9oJLdCN871iuqoNdhA3gQJ5d1ZpA7nCM6SA7IDafs1OfGj3UVVLMXn1fowggcsyOmMnlHmjWkPrzO9ztK97Z7HXKXnQaIw+xB2wgkx/z9WVSz8L6XYkth10F2o/dUHyVA6gidqfK/ygqpOqACce+1d4Bao70E66l3HiPwBbpOdxYd/TeOweOIbJNm5kAZrgWo0YDLgbT+/XG0t5y+BNK36H8zpGzV1QIVgRJg8O5SHQWACzSQAKBP2GkxRzOX6gKbBtrUI0ZdgHDKGWBS7rpNft2HmR+f8Wv0fShA2nr2uQb7mrnN55l9Tn0YgaG2M3imeuwuA39uZ/Ae0LIiE5b+UNIXR9xDX4Z6LwaNPhh1optlmSuWTEANgu+Akfv+xGctk9QXFDKvU2Y4sMxijOdlbIcP6XxOgXHYb89Q5YIqmsuDAg7cfUE77DpYAKlpq+qwsE0Wesk7ZVuW5/sAW6naNu2X1yHl857YaTLPo/qc8ouZpMl3Nm1L9oFaiwvfY0Lo7zJjUrNLVtlTek+t8DSgHSODWa73Ba0ZIAPEZ6IesgjozfrDIR/9t9MKeMB5moDxkCPaL/L30QScYF/LPHGgSXUNkDK83P9hAy/aKUuxE/t3UleYLeclAFjjzqT+/TluqPMsQDd5ljrGgMfR23nRhpaKCHDqHFfAjbYEyAuSn/nswLzgXHVXa6/tbc3UTEkBwGQ7LI2R+X3ZzvWO1Hk1bYdH9sWqm9f0ZiEbvzZEZhplW/mh2ZOsS3e78M6jBaisdVDegQ48PwZIZqNs3n1abNnkuGo7sg6PPpnWBYykE0uLvJcBHwfwI9ssN0D2O5I7/LICraQgViicmCgMqnQlHmDA0QWtB6CQzI3+7LczFCGQkemjwZ16BjEngtQBrE6Azsnq/DGjzfsvDmVfteZEkwmCcOrPa6zKi9N/wfAhIBm3MGrg1Q1VOI0E3U7hZS+rfzmFFwqOvQMAdF625feH5JgfAJ4wPA5JFf0kZqPjoc5sdrazMs3OdPw9r1Ev5F7VLIj+a5k00m0YrAgGhhEzw4mGD2mPZyp6Q+Yg2x1FZICDIBmdhr7ipyvKEriWbQsEydi31ZYs5c2K96vsHPIhHBRLv9V5Wuem81r+couWbs2icZb4BdxilbeS3guNjc5x7us2Lnckxj1ucEfZXq3F2Onq7Jzlxb68F+xpG3VM+b062KTl2YDW59PjCEAXV3cIFRjT8p5Xv9cDR7MUPHYnlQ7ovI2mkm4ZXAUcrwAZzTD97N7EixV/TIK7Vk+xWlO9h1s57xywWi+B+lRGKnQ4/6KbDwyHfSieaofqYgG3Huu2pscR53w9r9UKLqbsLwJc/PzWogaDF2Rw7HF0EIry4sB2w8hqHv09xFaPLGI+14a9axYM0Azqnv3THByr4LiaVJVz/pZWxcvYhd1QXRS6lNlkKWsb8DHE1TzAWWWd8kLKRG+0QSPI8i1qWZ/4Z9dduc1RxRyMvUOaxa46m9tQe9Ojz6yb+ll56ZlcFsHflcoJPXMRWJDA567J7ROl04GV7J/44qk8pj5M2GMbAOXgxZiHzRqeQwl7cN+oT7I9o+y8Q1WXpID3xXN990N8Bsrioci6XytzOuaJBoBI4HFvI/LvGECDmWcmmAU4RhkmkNgDsgC0pvKsN5g+y50PnRufZZU+kh5VUinaPs8V1qH33J17VsENnXsGZBkT++83KBlEr8SCeM2003akfox+6+JPLwsJ5NGMzwkoQwTg57CTKiqsgwCXFOqBd57PkvV6BcDAbFA9xoXAU9VfpMuyXBhinhBEuFvsoq/k2xytecwD+c1kccmu3if2gW0E4D4U5ZxlpDrLHGPGac2CDFCwfPdBZja4LLYUWh2Rs+SDBS/q9QSuYg1+udyg2E3xl70PHgN1+30UHRRxC5+J8eGCuraLj1p/OL4b55p521qxiSu+nIDriPp7f66lfjGDT3k2U8wXbW8dD84T/tZ1eAfJuLVTs8YUbNZ2NgywWT631ib9DgswWNvXorPfTRsg+zMlX8G0daqrO8Gt4Sxa5fKte+aOOZ26owFPC/Ct15WdihNl4hTwhk6VO9jFyCl4YBaTu7WsafpW0VGnGI7VClqveDjV6iC1hqcDIpkvCqQpYEbnV7OcWP7RhoMIdXZX6fI5mND29L5mYObBVQFmGDQA1wDJJHirVMuPoEdX8Sx4fUWAtHKICEpq1gKzyF6NsYmzVNO6bfCTzv9TlFJN165gK9C3bvAelztjhlFv+6PF2LLNdbsiPzcbq+jj2pt4w5J8dW/piGaDos6mbrVYUQbsIjg7PJAOQAwYztwIyhUg/Kx/fWjirIzepjibiwXQ4N45lcBwIAofFICSKpJzSxGuRveQVaxLTJuvthawI+rM1xvH/wrg80RsfaptqsBtBJARPPp4Dtl+BUR6f0ROCOq8m8WowEt//mtCq3MkVlTlLAu5V1fppm28WPqon9JKd2UAhzqOYBk8E4cLOvydz9btDwpIsU4uLHwcApJxzsrYazcJcnxGBCg4ltHXGCudu8DICkY/B+68Agjjqn1rI5gAHCgDIvPtkL51eQzbrXXekZsyzkkvr9vJOo8iWNHgIOwhJGt7As9gKcCpxIDDs0UxghULYPAcAst5PI2LBJgEsjXrpQZjUxvK3L/jl34PnQYHnLKPEPpKdaZuYQyfzebyAdc/tY0aUDeZC/B7xKcZbXhe4ac4WFyCH/aJ+q1niIWy8GwyeYj90m2/p8/T3N5XtIpRFMiPa/k75UFhftWRveyY62xX/9umst5oagJh2M7nRR9t2BaxH1x8Zt2Uzcicz5WeV3P7zj7nORntUH/5HT7rLQziqy/e2yD+7EgrX2UoTwuZVs42Fp7q59Vc635f2MaV78xncyZq1xOt5fMPCcpb5R8w3cNzoCqjus4JHcVhJ8ClhXpdwpvwNQYPQL6P8hZ906SEqEv6DgI6kQ2umWdLstBbgMRIagusX+8ot2RDSmPYjm9XxBN3c1z9Bs1QS2c7s19AusYjfgB4VjYRJtU12r+aseuftew0b7M/oXT7Fm3Rl+nzCwrfV46d4TiW7dfZVgFooUOUFEwkH3ycyKcbW0c7ygzC1bl/Kv+WL8Ut5ZEG9dHnsthegItlMT9gAZKBPj/njgHndaV+kxQMNIQ/dpbGaZYxh456xBZ9+wptgOx3pJrJoqSri5yEuirVs2bWg18NF4Nu/e155fRaBS0SIEBtUerh6oK2K1a6YgJqto1ESwB6G9ge+gLeP8yrW7wn7YMexsCzxYbh/ijOtnWoPjm/h0WQEHwPI04+rXi82rpTD3nU3xzcED715cF12atsCM0M64BADy7PK2SESrimJOuKDbcCKKiofeC9nmp9WfpMJU3jeQ1NG85G1HladsiqAzRa4L+FIR1KT8pc6ec+rCVobHH+T733lbI0m8eut+U9DZuA4gHO1sPHa6Du2zOGaue2kv67nvWW34pXy+jtrP2JgdXsMAJmnGPq1K1WaFn2KghWuVu1Qe+T6r3shxuxmBM0cOpQkKpD2QskAG4p1d/aOj19JdMVHOvOKUG2UUnpjxIzgwLoQsqcuSNmFTUZ26S3PpE9nRdsc4CzvQH1sP6wBT30rM4ugwoulBCcVUD8M4CpynterR2gFgxPbjlCnicKDvfnbRzUn53fxyj4QvBcM/E0A5W8njN87/txNARAcsXYsu4OTLYEbGnArPxidklcH0D+Q+6zAH8e5JZJdprwt4KApARODzotspXZHtoUs7z9nUHa0UTfy9EGPk7DNzgwb9PnmEVbBHi4utD6GZxH6MpX2QERsIX9zTaj3/uOfOr9bvMHWOm2dvga1Cks9xzOQ51XvqAm7VL95XxG9jtezfEVcBHf87ZJIMaRmfRAfDYDniZgGmIR8bA41/agfmT9nE8aDI12pe1NvUnJpfnBBXzoeTxJtvxzzHW/8snYs+9p7XXwxM+6gs6Bhm9lB8K3i4s4XVcG4J/9Jq9z/P3wORGVr2QYwJQ5c0fVTqaFTMv31IweXGOHiM2+mQIcQB9/LjoBLds2mUtLWy/+sZ5HeSf6Gv94tiOQ9IxvP9OFEPn/XpdNu1+4SHvUBojP4zykHeM1v7VkdB0W97jOz52jXNQFPh+7K7IRuf2efdTtjq/45a01/Y1gG0b5Xc+1NpcbAFaRk0qlMZwLH4jnVKbD98qZaRrLABHHPeTtIdOLUpDBIz5eX1jGzzWTCpj9i96WKPNuq3iEP7IjA4g5gdDtarPV1rB5obPZL/qPurBn454yGTHbObeL1n0LZndr/ey7br9dZtM5T8Z9o3cNa5dWbVhDZD1eBo8X+66BfKbaeV0TaJwaagEGNmmPEue8lXG/Bv9fTJtPaQNkvxNpAMFtliQ34OjK6jkGXh0hf7bNgFh37EIBaRDN8tVZ0qAECEXet1GE0lLKKwyhlJJBhhqMaLhvCUFkkGGUkQwQ8uphrIio8sTYUhBtbmMm6TaIDzcM4fySbs9ys6zQFAS7I+VlOnB6fDCTrIJx6Mm0BW9sO+Hf2iYPdgZTLgsZCUOpxkNAhbF6rKCir+KYKFmEsbwsPtv4y4C5/963XdJoMCtAs8Iu4fG0YsJ2XJZ5MTIudBuSOrarQ77Jv/GauGlc7kiN1jSfnI+xnUaf82BTynE71uaV0shAidWPDhbF6vLRRJYRTiWDfBrTmmXW29wcAOv8uM8Oq6nvuj1Pr9f+xfNDl9zModiexvIy71K7kMGyFbjF69o2DH5dDF7RwbLqHKQUdMtbZbjipfqM2638LKIqt2UV3AGaMUb6hlWgylLevqsyUYl6jXP0zmnt44fInDUAaMnx+wq92uL1ylknKW80y5l9oUNtwjetOzlDXSE6IMVykuyPCFa3NXARSoHIaMPnPOnnpY1xJpDjQGacj0jZ4hwGev8ejaBF8+yyrkOjW8wo0/USzvHLkED2u2xWYAZ81N7x/E8FldmW0BPD9jtbmi/CXUDyUQioMFPbx07nd9Ezqlt40H0bkRsXbQhCVqpnpwYvcyB3o4aWVO07+5mybSyARfav44Vt0pXUVz6eyHOVdpQ8rWeFvQMmpWATGegnxZiF7tQtU+63yUuCuPWvnudqTQ56l2BP+Q/AlVsNrHiP67BxD8G0O3C6iR3U7Vz17E1mzepzKwoQSHzH7GpM17qvBXyjL03/+Irt+K1Rf42MO5VLRACqwWK7gOMRdUygFchXfUt5Bh1ekZfltizbypp143YDIZ+8D3ov+otDVtsyFfDSQ8c1qyR2f3S9mM8SXL1sJv72tkeWF7cRUq5JPVNljBfBFymPWw1bCwCYPNO5GMevtAR+eeaTLkY3DCE1f7bPkTwuOv+i38FjPWur+lzqY63sli5Ce9KA5d+OFm2iL7FKAPh25sx6YAZieE393zYOy1wtDKRtwmbCX11soRwg2QFdXEngtcyNyk8FN32O+SKz8ECphZ096x7SUjbbBQB5u6X0uYBmyruL/CrXTliSyceh8g/3QeBf4/gPzgXP1rzy0SAxZ+vLO2KnWe2rxmoNoSein1mfHg3TXElZciMbU5MwvhWjrdiH8oe6tn+eBVK3kHbbOl6I9wMQ2QbIfkcimLWi1YrfKhD9OHJAz3L93IZGxzorLd1WpNllSsy6ulOSYSSyIMffAEdoAM8rkN3W4DORfagraSslmCdtWDUzplX3z8mxXeSa1vYqb7SPJD1YdUUVaKzXehPizBW+7Yzbc6oiq5TaM7bsqAHVrZbzga3sQzhBash9G23LIAEdHl7rzk82Pl2GQjlfQ7AVVKtAY+dJHx/PAqnBimHsz29ptbe1GOPYspXfqgNuIcE8vkoq/3c81/mlZaVrLXjWL7Jtnac8BHgJArSQidYC9FJAVvtI8DSVgXnrqjrBq+ywatwYEPTgxNJ13a5V+aNB2+jOLS/ZF6AbwrqlBR5YlGDOZqdbgwo65XEWYRRZg2ZucUqH9JcAku1l3z8DyTgmCpr5uVnCnJoRwmcd/PwOIEuDCw1wAAYLq0PFbchdXuUkKFaHOrZ+5b6vqMtPm64p8QUlBJGAeSVznpf5vCo9p+9i+r4YVcoRx4bzSdvyau6ne8Rp5/z8UBkb/eW5aO60WuhcggrnBbRHBMFA8JV6oj/fAFwJTAOCt+RzPng/L4ZEkNUVXQXXwpnULUnxPGX1ceRzrfwspRcZZKowNFg90DMHj9F/nuP0cbSUARltDN/HA8Er3ra7yihIrViIaQSmIcc9+M9nI3GRkO3gsRf+FmiErkzj7XVH5fyddnGVccW2vZJLzb7o+ivrgNOy7buaJX9PAVQ/+25svVKQjMd30D5rVpr2ifrre4i6nZ8rKSict19HhXruHu9d+WLaZp5pWtvy4O/STwKetK/+AifLIOKYrq7jTxEy9Yk5DqzzsgBkMg9CP3wGniZbPr4T/FIAThe8Oi8XZwwLX+Ytwvnw+dRUKZ8VMEsdJttRjzhHUuUxjrPQaxAb2kBQlTtFqm+JQ0CmscWNiw2854S+cCG6cMZwJbCp6/04Q4zt0swsHPN1FBtYt1RX/mpWEheFzZAW7jpPs05hmQ64Dz5N4y6xksvyZajz7pv47KxXff7VPAXyXFvNof5sWYhs+Qxpf2nYkbfz12xIXq/f69y6B+CzLsk+Wuw+eIcquMm6YZjASv6mL+mp8XPNeNTfqkypHdYxA7qPsYpZVf5dD4D+xqg3gWmjKuRF5yqPlBMuWuQD/cMva84zjK3q2X7xzMs+rfKLAbw9xafmC7rYNuIkH8fr+O8z2gDZnwGtgDKzNTgWSnysTJ22dE7cWRqItDrsgCh3RECVAnIjkt0CtS6TXNtaiatRzDDihGmtAzJumJhVVVLO66pAzhqLez8O89czkxQ0i3LMV+0c6aaSnoLH3EdOfAU67ihWJ0KxtBbb5g6YA2UAcMm2Syp4BUWU6ha+NpTwheCxSZv7M0EORlyRJUBDrltVFZiIdo06utaPFSDEVoM22ngOJEFBNZO2H2OM9OULbAuzPboRAS6LLLLKewXJkgFHrEBXHlRjBXwekKzkey7DpuunGT4eEgC7PARgmjIv3GjHdspoV//MDJXcJzFBpWEOhshvd6+e1vPT1PnQlSl9juNUtymrPrksv748ZTXwDCZtM1cgZYXWzPA0xFYWkW09m+EwORfE4Cv3K2CNwTb1bALF6TQYM+/iJRErvrmThfW5d++8gEPv+8wRVVL+aoBBPvGA40/U1kSr7LHg+5wVuepf4oFvzRmB/QBF/LD+GwBZQWNcWXfGwg6zMPN2TSBAiNDFAUSm9i144Ndanw/c9kFw7CGNZXJVPyMwDsB9IJxJ3s/faFdaY3CTX9hiQ//VVeMaLGugqL8TqFG9X8mDKKNOEsB6yA8d+tyICHR126UHNWYpg2wZ8LBNh2zrBJYLGx5QGR3v3mnVAV95gyLbeBW7dCFvs2awxjZcsJ4BpH1FDtR5dIR3XeazLyINvebnF7U582JuL5KNv2Cuuy6TwKL6kzZnr0QWER0WAy5uE+90Gsds9LNpoCVnc9o8b98h9T1XxAUGzXRbz918nML63KH5rF7368o1IAeAZKbOW+fnAHxg/QbynmBK6OTYWqlZbwwUc31jLh+5n59lj11a5rD77sfJddUVBLepQxh8rmyQylVduOb9T5vbqS/x+IB5IL6MGyRQdnCvZOh0ldG8LWmr4/Bt+TszU9Wf7e1tqc5K8eZhAOOQfp47p7FU+BfZf1iN1ep6ne/hq7XU33Q+7+J5Au6XIR2PUbd8cms0x+ubltuirKovGBvwdyU3F8IHtW8qb67DXVh7hz6YNeS2JMri4krMzf6hv7kwrvH8UW3zyrePRWj1sYv/UVcyC9GvINH/iMQBjkHDnVmiPKrM1PZOZ5Ahz1W+2IHlqXjRx6ZNUqovkiIoqG0D4G8r7eXlbDXVlWleHXm+8RoXOGGx/fI0w7cBBjAGDXnMx6Twe9XuzIjTdrHMy27Z/xZtgOx3JK4+xTYeEVDk7J2OvFeHdqzKIAeCgOxZBnx7llls95gc46GPssPANEkJBFwBjHZK0MnvK2PM3x9oEgzEgymVXAxJXtXhJIwWPtFQs+MA871wwYZ8hkt1fFWx1FR8FqmrU69oFXwFSNl/aKOPj4MHyvcBSMGPzYpMHdwpHdvm4GlKgUXeumpdq8QKPrJys9FOkzqOokiv4TQcDwDWXG79rwccMabKn4cYR1+hPOL15DyLJ/nzQ5GynI9D04lt7HUfD4oBUVp9r2nGdyvQq3vY3nrvKvOIfVideeDZldCskbx9SwGQGg/V/iXwqmWZmMR8GFV9yUDMvZpB0JKM9PYGQKPjVevg39rurDcUPDU/i0KzM5LzJQFMb0tsg1nVnc7Yk4njDhhKXxJP12Z3Pmz/9dkh6qQpOPYOXYi5cbcKf1lfSXz4fK/gXQzRnU+oMu5O+wu3Y7mtH0hbBRsGj1yOQ36U1Jl9DND9Udrfy49z07wI4z0BPK2y9D4L6AlmP9FEl8c4X2beJp5NRued5+cA/Rq3XTQbgSIBIs53iwxS2gdcRee84H3It3nm6PMaOvtoaZ4C2dZeLu8SILfmq928v3fUAlARft+1k+d7ARHwwEwUWfOsibpA1T9b2k7IIdNtQApU6Xbar1IK4DoTvA1HC7vEzBYGZpfUnfnQ6dEi4Ofqeej3F0oitS3rshz80BDNzzGArguNBD5X2YD9nlC4GTPvQY/amBQctvAvVjqF/mpsjV33nwBy9bsm3ZIyL5dFjXrDbkICTW69Y1vUrnD7nGZPMOu438IM4ph3qn+1PGb4hPz0Z1aZPCxP6c4n8XGA+IMIn9AD0lKPL4RTV77IWEvZ3pbv8YDawpbqWDBT7YnmiwaRGbYmBfocJBvP+Vl7VmTsiHPgelObAGm0kVhmCGkMdaY5Fbtf9HgR8tYzYaUdlzKl8GhlZy+55wB88b5fi7HzDDFpM5/336UPlDv3Y4agns6TGAPK97czwAYFCtmep4wZ58/hcymDVpFZCF94qLuXzPrLykhHgy+yj6ddxyY+aj24l6XL4m3JNRnEfYsyp/pCjfhLC31+lfs1A9DH12w5XwmA6pvUOU9V/7LN/hbLS2MG0WUIG5mebRk0JNWMVX0b72h2/138JYJTHDsF9wDGs4DGBZ1PYyFNlAblwbPCwXPD1bnLmZMn/YUyj1bt+iZMfGUPPqMNkP0ZkZ7TszKwdHY9MARwHC0AixtjSt+Uyqm1KAPov/v2Cj1Y8ujbLXT1WFeIa1vzqgwnfgFHwLcW9gyoegjpte5KmnDpoOChSLU/AHC2uN4LyMADgLS1cQKgqrNCY99C0VfFV4OvvBIQAWGvuztk12nRTjnHoJe/5o075TzA8VI5IW/a4jlxsIbifnYLjwdaegMT5Ysyx+yx65JUeWBsnx1OjAVYeQwg1BCZOrltwWCeBZFkcvCYjoIluct8UXCBzjJ5U43bHa2c+BiH4DuGg1ef0XlQn2fmUTbKeXsbBFjqfeJ5ZGOuNAYLEXhoObCRXSO/rwxDzijMQazz3pDeABsOd3ZsMpg62o33zrvSMpSaBOJcXafT/TgM9Ww0d/4snMSQcXYsHAWWrQfzr84GIR/ICwa9d11rY6xOyxlASvNKpv4mIMl3RvbqkOj3+tfrvylH5alu22U5X2kiM7zU8eOZXuZyMJw+n2sQfozxg92eOfQYwZCex8S3rZ1j/DNwKX19QQpifwiIdzQ9dD/K6M52P2+M2+g1MOK2em6vYGcJvtFRf4wFgpOBieiglEEATPotBZY+j8a5XzJPyefg57imkmGG48hvwwNmQMVZUM4pk2JE95jPST+f5IoxRvEx/HmL9uqWX82G+QqZ5f7rwoDKWD3Lq+sk1Scm7aLjL7pcQYcxLsysJ5B3Z3+WmZxqO6+8qyCeiz4CsRigwAxB0wMdZONZrrl+AEfoU7azGYArb33svFgDOAuznQCJO/JFZMQ2Supa5Ufy66pf9gWwdAK1ks3rhfBcYDO44Un6xGyWrXSNZbcAsWwaZg/syYdP2z7+ck5E5o3OldwmbmkL/tzPJWZ+AkhgYV1U9Hkr8gbr4/g4up/4kHKrPam2WEEyBSEIEBBcAOBnG/rvN5ldfCnB1D//3Y0peI5lH3dMGVrn+KK8vgw+t7iY7fov6ULyIBrjZzSKLqIvRP2hvOHz1LF+sP+VkxR4XqROxG+nhf6kfFsGsjrleCPajcguOwJQ49wJ3Zd1JEF9FqXZ2KcBhwBy12BajQ3VPuhYqj1YzXtdZK66BOjXnmNuzLt42IYASvOicJaNrg/W9XNcmXW50gHM+lPQWd8u7CAwQsZJqr84ZvqWUeVbfRsv5wq3RI/aZc5lcM95c+UMy154/7+PozkrQsbic8cbAlDkG39TWy5926xzyW0Y6/X5e/ZY8ntpA2R/BrR6m6VZTot3Q3rFdjq/NzkHGSxS8Ou6uAISRsMQDo6Dadq2Xqr/ris3QEyW/pnl1r6YH9J+HKOOkWlkabJr8FsUkzr3dPD8x9moOmAyJkx7lGcwOy+1P5nGytfNZHv1ZjQCZ7oKAzTPnsDVA39uD+Kqnqa+Kx/4t8lgVTS/ZuRFn/Mqh7khNgcuKW+htLNzx1U1898kABu5aafN4Ji2rRtWtp/OjzoYLUDJG6o89tf9Dr6y+Jqd+YqqjOj1l8+UgETJWbagBJKU7x4MyDjH+RplW/EKkcEsr/rih+lQUblVgQgHoSAyI5ke7rwB7sBpurnWxXoINlZen7JaeIncXGbA1dLbjdTh7+BuOBJ1Fa4G29yaROdhtWLeAdoxz2R7teqKCoK7zDUQu59eS12pgp+pDVjL4x2p/GanMT6rPDZkp+kui8yf+wLpSqdmdpE3sDlDJOas3p+3QUDGc36jsRxsLXWYjJW24x3SLDV+10A9be9CB8f64bBzn/ihZw/JQFwZLOi2ggGl6vX7N1+zz5fIZzjdXc/XsVVbm7emKgDBraLZTqaDiY0Al5CAZTzfi+XxIQbxBIlWB4B7XxDBXrZ9gzdvjmcl9p/znPVywSjNJ4OcmZnr7dnz4417VvrZ4rzFCFqRbNw7IE7V0wxkNXNkVJmIC6tA6CO32a35OXmVJwSZeUZpnBUU7emZ322pQ3lPpRWQNgeH8PnrfxHzj0S7pPRKFnTbIzMCqVNUxzOo59Z5l33xazCA/sP92bA3FUiIcy7Dz+VvlOvUfxsL1FNAeE8JoMHs15r8ZV86D2Nu1syuCoDm+vKOgJqhln9fz9s74pxPfoaJb+uAmQITLf2uc3f1VtEKFpj3g503HOPzc5ShL6vwx8tuFM1qBxBvhG7hu9UjINQ/vtBETsXvGoBL2CThlSkomvvMLb9VxzATEoi+cCtpjYVa4c28Pa/hoG4koNVmvtQXA9DPUj3YbY7OxRkY4++Tb4PyfaELfMEMsZjJmNH7Wsq6AzVX45IWqYTp1TfjuJKn8xnjLe1o6m4wK8n943xh/Q9TQCszaJb/mDcKHvdYjboh7+5QcM/7dPSXkKR4r3Vfpsdkca9nhUsWI2Qx7mPMAz3LEUeRf4Nnv+lLAXyL5T6D7C+TGoZD+ckWnFAOJZtMM40k/TRnu8AdV6Zx93Ml4M/6TaMuRfI54ZpOojY7aXy2Amcm/3h/MxoKZnpo0BntWPFk5eA1wEEdZh0xUOb2RWB8lyBLnYClE4ESmBYHynm/UL53qxZ8A6OeVaQZfgwiOZ6rctSI+BBbyIkbYelT5R+3RHa+hGLiYkGWt/EsYt/4Iav8WrYZnemo2yzKUicG0JWw8ZwoVR6Wq2DXZXMqdG96BOJ0PjQjZ7kq/gV6xzGl7LhfNf7eGmgEcOpl0FltGVzSAN+D6OFYNdyDGrrq7o47bMrsiD6Iw7MqT8ZSX0Ef9ssSc+n43J3bp9kHPu4t+JBXxNf9pNNFx3AFbtcVwsjIDR23zrzMwW7fSrfui7atAjCv5G0C1qXf3g4QMGq+OkyyhYCl8UAEZK+orixWUh/lFR2iX2v5UB6bpXtV9qvui5XeVOJUz4msA3L9+e+7xK2UQAbxOnDSf3sg5gvb2cazBuCQucrRehzjbcbDuUvnmbWx3d3g2WoQ5/UO8K9BR78WmUqreZpsbdOyTD6LPeGtQ+7yeYP5bDrXhYXnlsqaz7NTNRIgknlfLoMDBzmLYH4T3h3ZC3nWxTjNWFZARXWB+jq9X+aAYPTDhpzomYhZ534PRcZTP4/1vr8rP3NkfQ/0SXkZoH4cAg3LZzMRzPxK5t5Kh7+yr/7G5tK+dFYuWgJj37XXj7aWma7vc0bHhdBRajv4FlYcFr5tmmt8PhaZ1J6FTK8zmNW21bbr95y9NPPCbV2pR9sHjG3g45rGEuoTiAsS8iu+gB64rr+PzQrhQ0iZtexoX4APHAd+Thmy+rz+Pi3USbmW5z+zrFSvNMt6k75A7T/fTK9Z6vqyDr8f4fcmgMWy3kttGn6l+94tL3ToAjb1KcEHlWW0eAmHn4uHeKt9gFk1i7L35UhtUn52HckzW9n/Fa+sXO+8yxnVmqUEIOlcltWKHnnll3As1O7l7HQ4MEzyc1I/0SXqt3pdLfc/ZfwNWfb7pa9VHoF54fdocRYqF1uayJGCVexvWsB2fsV95AP1E9tF37LJuGjZ+W//7bwMHxp/AoB10aovJjhH1qW/ndWiXf1Zni2bGa47DnSxnm1Jb3V+xxi8oA2Q/ZkSjWZWOBkIApAAIqAYcfnc2hCcKwAMl0XfKpLPD/B98OKMVGdxZdiT4iqOvAZ0VN697nsnS/vLvtgwBp6NJsaSZ1hVhcP6uCrDLJmqaB0gUuDFPj+gn3yLz3rmS1zXLYC8D5YPIK8OIduWPotSVqrAXQ12VmV1IyIK1bLMVcqKuDpNNaipdUZaMpDHQVfWzPkx873yJ+3Lb/EaY7//C1lkX6G7oOxuNX1FseWlgiWRYtwUHMMMpHgGwWKwdMzvppnKkK5c8rkKOARQynuGPKACGZ+TBqP62mr9jQ5SDTp1K0w9+8fLn3RQdQLnrWcAvoymcDvQ99AxAUDvkzqMddvSV/wDxhafZb3VAE23UQBzdseK6JSaOJTxm66e6xxfl6sAcFyjTtXFozV496qNqU0FwHbnWuomiK1ANgY45iDZsC19O3Ium+UTaGMmXV00qTwnzdnbYfdUJVYb3ZCD2ZUYhx6ZFYlXq0G1ZqWUtnrQwxZ4O+dFONqisElRZ7LxCyCugmhKK3ugukh9qmhv9l+AXEcNmDxIch2fQRGeObeiFViu9fLzKgtl9YzOgzQ+g09HKrd/sQH2aHDcf28x1uh9uVs8uKNqQ+5I9RGB6fjtdUblV2nyBWVOxD1hO47BhwDcACI0apf4PbJfVz5D7kczvOVzrtpPuXvc3adzEXF8QJbpGSTLchNlrPygaQ690Re1ZXObVXdm/RDPz7rJA3mEXDuAkfoABMA0eOM6KoAM7X+6r/i6dcGgtukoPPbnsAYKlQ81q07BLEDvlawfwEGy2Ho3eEDDL203q2dVadwW9RtB7JKhnBcR8g4X7ZMJv1dzQ2XL59TNIi+/v6OKsh7pf3VXS78+x2G9TbXOWS69bUtbaukelUdtvy78+uKhn2m67pfOi+Zlm/dvFZP5vHA+m9iF8RvybwT31J/mwl4C9NHLMGvLek3GXjNMCXYnn0baxz5GxmW0SRM/fsQ8fK9PvulPQFV4s2NkQznNo9/1nU3X4rlFOTJpvAzLn6tBuWsvKZypqEP7o2WvyjVE/7TdVicNshLQvrEdK4P7qr3pebn/ewBpfaUw/+mhskfLRvIz5Z6NSZDyWK/F5/m5iQcv6iTf753w6mzMv3m2X2rDfZu/QnPWyncV4/RK1pfyupDBSgp0NRn3H2n793RzdX4YMANT03P2WkY+rXeac/w7y2RdEZ+B1vFs0XX+Jrrx7+5+ddp+cKFpoq9khHzv1rDP6E5PvEOfnQ30lSITsFuAwAR6tRksiOzQ/ENt3o/O9a9Sbvesw9XhJjim1yIjUF+80ZwHqxcd3MnU3VmV36tHSWGb176IZi+prL0jb98jk589z0Dxq6T+zTv1rRYFgayH7sq616v2aRte0Z1djvHRrNl7Ow3Mwc2d/6RvAI12fFfzb+l75vVKn9ZM5c9oBZSlBRmxSZrZos94WQgQo2ZHV9B33ZbP5eqOdMz988Je3pVdAY/V7xVUfiXHX5mfVQ7vfgNynZf8vvIzVz5IBuPzXIz4Zbap6lNfN30PWSl8v7mv9mnl92gfV1RlqgJUK1mt+n7KfuMcQPDkzh+0RT3a9rpDhW2sZXxV3nVc7mTtHZ3yrt65a1/VEfo335flaB6LDCDle2Z5uvORtb4K4mrbXvkMqzjtFZ9X8aj6BwrurjLoNPPNeVj6ed/W75OfShsg+zOhrzgCK6dkBZS58S0pvf7MQnq+cqDdjzi5rwCrHyn3zjh9dm2+53W579KrQPOrhwqv6Ht59c6qyGf3htJ6vU34t6ZXc+dPHThX+h7g5RVg8jO681tk0n2pfvu6vLzKpvwKvQ5Efj5QVulnzPmv0FcyGX9P+p4tZlxsuC9z/fmr9L3b39aB+o+X805z7hzdO6dR7f5n8/NnzZHs/K/vWS2m/dZUA9G7315dA+5t8xwYfq19n9X/PeWtgq136vre+t6hz+bd723bP5PFr9rZO4Dzt6JXZX/atzcm4gqM+6zer9JnINFdnQH45Gtv1XkDtK3v+Tl+S5R7f/1dn17fRL0Cd+dyP2/XCnC7+/4OvaNnf4YtyIkJXIz7+fQVmX9Hb/xMXrxOevlc1vn7K7DsbmF8Xefrum7LRIB2P4s2QLZp06ZNmzZt2rRp06ZNm/5a0m+9ALZp06Y1/SXOvQ2Qbdq0adOmTZs2bdq0adOmTZs2bfqlaQNkmzZt2rRp06ZNmzZt2rRp06ZNm35p2gDZpk2bNm3atGnTpk2bNm3atGnTpl+aNkC2adOmTZs2bdq0adOmTZs2bdq06ZemDZBt2rRp06ZNmzZt2rRp06ZNmzZt+qVpA2SbNm3atGnTpk2bNm3atGnTpk2bfmnaANmmTZs2bdq0adOmTZs2bdq0adOmX5o2QLZp06ZNmzZt2rRp06ZNmzZt2rTpl6YNkG3atGnTpk2bNm3atGnTpk2bNm36pWkDZJs2bdq0adOmTZs2bdq0adOmTZt+adoA2aZNmzZt2rRp06ZNmzZt2rRp06ZfmjZAtmnTpk2bNm3atGnTpk2bNm3atOmXpg2Qbdq0adOmTZs2bdq0adOmTZs2bfqlaQNkmzZt2rRp06ZNmzZt2rRp06ZNm35p2gDZpk2bNm3atGnTpk2bNm3atGnTpl+aNkC2adOmTZs2bdq0adOmTZs2bdq06ZemDZBt2rRp06ZNmzZt2rRp06ZNmzZt+qVpA2R/jchgMOufL/vCc8Z/FuXAUjmX3H9Z1GOL3/v1uQFmuV2so95Tf7u8LvN/Wh7v1TbVss0Ml7bXon+XWXx/ox+XRTnRjtyGu/bq3wvahpkHuR2ZF7k9NrW7lqn36meDjfFcjcXnQlTvWY6P8/bVvWsesS/1d+3HXTMp17XuXLaMfeLNXM+r++/6tWpr7YvWx8+3fXrzGmW9ysCrIX1juFP5q89AHq+v0lfaW+/r8+D+ga82ifxTffe9ZZFWcvgVXa268I5e/XYVvZ6ee7OMVZmv+P6KVvP5K8++eqzOqa/SnQ74EfqednwPtdZe/PanacPKJq7ve/39rty/JPou+Svf77r9W43nn0pWv4dWfT7wmhG/pdx/j0j+Vvz9HnvytfL/jAXjJ9M7fb275V3e/mw5+HOet39utIyR/uRt+P4B+14/+09d5l8qffzeDfiVqTXgaGNCvhsIFjDoMuDR5t/7PQQmGo5mHvAdEiSZGR4OkzacQ2O01j8fR8M5yjkBNKTKog4DbPx0Xobz6kDC8+yfTwaZF/AE8Dh4f9THfhjM28G+muVr5B/Qy1Hgobentz+BZma4WsMxrj2v2YE3MweXLuvjA+sfFLi4zHCg4QnD0YDD2lC21v/XGtpo16MB5wXgMB9nlnNeAd6dV5R9Wefj0ZoH/hmcAT6Olvvm7bsHg6ruuwxgFy8DDjM8L4I88UyAfbl81nE1wzUEoI178jPCu2Y4rPn4kc8zCMa29bJ739sC+BltRRvAULQdGAF8GbsKfJxyL9BufusrCrU/+ru26xj1HtZwwWCjD230XUHM2Ug2tNbvjfpidns/W/MynN+lpNSmNgMzFRg8nA9xTYFyM0OTerUsM/OJ2dsT7de6aj1+j/Dlslr23FaXW1FLk9Mz5A3IstBlJvQgQQU+/ygBlT8jckqZUF4eQ37YB7JE+zFEGZcZHoOXrs/IX8ScQGsLMNlwoeHhZdo0l7TtDo7B8ECDYczkwlP/LD+1FrzTMvlbPGND3jv/utrL5ZMXazlscm//4WhtAa7j5fcVKa97udHPu5VCkzapjGpT6/zSaz4fy7y4/K9l2Wkhp9/rpx6NfG6THNyBBGrXj+9EEqovkn6jzC1kRkl1S5X376Gqq38mqXxamRdX6/2lzPF67ffqWv49N/wdIPr44vBV/fm9pPP5UebBZeTH5+XQ51Fq7TUAtvrtQNcbyt+j4dM2fDVgdV1OG5/Kmnn7qn79Lfn15RnaLb0n2+OQu8/q6eWF3arzX/tQP6/umeoaNqEOEW0kkJ+1Wi6ybXbZuunXbLe/PvkpA4+FPXr32c+uKf0s/fSZPvlTEOOe76XqB6jv4vcUe/KVOXt3q/qAr4pb+VZoEl++rPv+Hl3g5XzkddWtdZ7dtZW+l8YlfPYzdn22uLiae69s+leE8qvy+8rv+FHaANnvRQMcs9YAjEAX3TidSwUbn3WCmhlOuUan2Mr91jrgcl0WQBYd0HM0qYWCOJrBjoZ2AmYhfTWIUzCChvV5XR3gOS+cl+Hb+AsAV2vdUbpamgitNVwO+DCIjU4QYFMl1lp3SFZ91rCnl3Pg2xmgJAA8pD6SgkNAgH41CLoMOGED6Gu4mgFn8Odo2VAc7cLjaMK/0a8BHp5XB+xU4Z/jX79v/GN5CIDvtAC1LjPAIshJQGMJcAHgCqSi9x8N12VJKZ9m45o4O85lZkv155RH7Bv7G3xuOGFuAh/o/eIYt/Fsax2UfQzw8RxlPM3QRENba31MjwA/nlfmnfKC4GMCILxlzQPYDlAKr6zLQ7t6HacAEkDIDgAP8h6UlYvAdJ/vAPDRom0sPxhowNVANNcMwNXQHtGXzivzEtke8u95BT9drlrIRjW8bPtpMTeACOj983BarwSEjXIw5sD43iwHSWZRF+tJ4Bqi/RxH8pod4Bw6ry4LZuhA9RjrBKyYxfz0PvRyA0wN4Pe0yL45zTrYezVYG4HWFUCRz7WHyJiXFY7Wak5eBjTr+uu8DB9Hc3m7rD+owdzzxmGJudLG/AzeR//aBLiYj2Vz+VVdwaxSd0ytApQtFca2Hg0OgPviSdHPbjN8oUblR+Rd+vto8zUSAcpq87Rs1bsKzNdgy0FXhBzrXPebjub3ab1nmZPelhaLTw6OpfYSOOw64l2H72hhE1obQJc0qDXavPsC2wvgQUkdba73aOBSgSL252gxF0ja36MseugCHvu4DoazvD5cr70GfLIc2f1vtT7EAgkDNC1jlsE5WIw5oIEV6zLnYa8r5sJ7wNJ7993RZ5kTdaGiqR/gOmCA0Om54M+jvQYsyK93QVrKt/tZAxRjcPlZVpnSi2bd3kv5DgAwL5CojgjbF4GyX0fWU9Bn+je/fiD0qRk/z3pT9TXtVV3k4G9HC5lmn17OBZEFIC8A9ftt4j1lpupMLvR4/xpSn3hP/axgRtYzYXfUFtY2K5/YvgPttq+razH+8f2OYo7c3vIpsHnXjlek/XMd+WZGxs8AzrUN79zn9nklQ8g+91foGvPvMT63pjp8vbD4PiiaF9z0eV0gqYtqbNMSVEVOJKhtaiMuaiLjluTwa0yqfF0VUf0Wksr1Kq76rShs8m9T3wbIfidq6Aq+taGUWyiDeULwr4mS7597IGsOTrSWhThlRlyG53Wl70APaKiYAnwCHheVxzzRVNnTWLPdz7Mbt+cA5P74vGJSA3icbfQ9HCHWTWenAl49YM7KsbWGj0cGyIJ3HfXh/c8xlVqTVXrhEcls1MXMNh8TwyrPoJcxgM3DpD8R4F7W0NqBhyUsynl1WQfIvl1XapcGrP138+D6aBmYIaj19CBbnfbsPCXg8TI8rMGOBkNDu5r3nfWTJwTKLClRZvYNQLV1oIyO6iWgH0GvGD8ZKoQ80mFkpuGzXQOUO/BxdJ4pHWNsaGy8vQKM0QixLd+uGYRlm3zcZE6xXeoIBkiVv/dnKBMArmrQ6YTeOzhmGJmdspp+oCOGEId6WAgbMkSA5kL0n5mebTiM1kI2OIYOrpCkYU/hk/PXqozbaGKfi6eXk1ecp7qu+XsbiwTPIe99PAEcyl8MYFlAwAFC+PgwwGyWxvAa7ee9WsbRMrBzjvl9cZyPcMjPi0AwHMg8r65PKTvaHvI9gPCG59GBvW+ngO3GhZLsODkwPwpkW68RZdMxORELJbz/vEKOjoH8XGgDpHMxib6D2a1V14+/AjjqnLisZ7ZezYArdGGXGYKMLQFOLLPLT8iJ2yIzydBlPTpxom/qnGm5GmiqnV1m2pm5HF9DpjQbi3yrmd8uhyLPl/z4aBHMhp4KGTn8mejvJX14ReozqK5RVanbLn0l+RMfuvsci6wYy9nYbLd61NqfZi08ef6esoglSKYs8cY3+v8urTJkPvvtzvemnqWto+wA8P4yexjodjotuKAD8A5GiN1mpiPL5N9VMFXHVeVlZWM8iBr11+24ExjxImBPMk//zNZz8IFiY76DAvC9nxd5fsdzRwsd/6o/r0j7cyGCbS6EMSvaLOuSBJiNOXXIroAVeHO1IR8C2pgBOMyDY7efRVaU+NtdH6m/mV3e2ixjClRUgItl8jnNglnzMHYb6IJblN9yn1DsD+7BjAouaQCdeCvjwe/8S8CevDtkCqhu12cfAijqX977KuuniqNZ5hHbcUcrmaVuWt57I/6vdONvSRe6ja9teRSwe8oiswCnSdrvCljrAgp9CkPIs8qZAskcjxonsg1A6OtY3LE0p/zeq+Fx6OIyUplVd9c+aYbqwTa7rq2+TLepdQF7RTF/X2SCvvgt2vy5/FR5XWUMA7Nd+gr9LDHeANnvRg0fDWMlugSJFkHMaptBd6z79wjSIqMkTyiCO8A5tjt6wHJpmT0I0EwAbq9Uo6MOEYlAiAJv52V4nh0Y4zZLs75ls4JiAAEfqUc4RRDGHY4BpLXW8HG2FLx49sfDcNrh9Rxnw/UwB+GAnCXjfXFlOLfkMsN1HVPmWy/G8DiaK0i95zn4+IfjmHjXM5kGQHbmutJ9Zvh22hTMs4xzKPDrCuXL38hDdYyDt73sx9XwbC1l1SkvntflMtPaWhZ7+Z0PJ52/iwZDZSyPgxoQ9q21PiGY/XccveU98zCn5vdyLlxjO99zyAv5SbZqBtnz7P2pGxIbuP1xvVICxNZWZvBpBg770uXcgOeBj0ef238Y8vuwho/R+Y8DEx+ADo6Fkxj8vQgmWmRjPSx0wXkZroMATjmbzkwxNifNaPH57SBm3qpct0UQ0DmT1dZo3VKFvh2Vzoc4vgBgB7OiBng85oYCw71dAYIq8NozL3P/DswO7rdTZTMAiqWzST115oy78+pglIIY1Me+WCC8IxscxLmA5wnXG9q/c2wNUj3E530rduvebs2O6/wJffk8Gh4FqLsa8DgNeARoP4OgMYeuVuzOgk/UhR2kbw6itdEuvZ74ktomTqLZcDCbzzX2UeemAr66OKTAwmAhcIQz9nGssgX4fJfj1hEM36oA0CFtvkih9Tn4uHDQ2M7ziiA6ArUAiAgSrpzGo83zd1TpgOkJAaXHmOjCBMrv1OfqqKrsJdvhPG4pi7TzpQYx0R/Ou9xwAzP0/EiHhpSZyjYyO1oXflZBZ2QCqi1dXcv6PUCOHDhXYibKJX3VsQyejbbI9u4+p5Dsy4EAjpmRRX/uEN3KjHITHa20HFvR09yZYH0ZbO6XFZBC+DvEfaLUVwu93+cqg9FZN93RXVCjWyXVTwyQd96C3X+PXRl39AoQfZkNhDEvRtt63w3HA111JF0ZwOZ5ATayhXEECJr0FPlhLclHVD7qagDQfKFo0nuIIxrUX6h9O9znQZLX3N98/1I3VWBJdblnFQdvjhaZ0QkYMC72IACOxXdvm4XtVB1AeQ4bneVbea7d0TM1eSzGUbYHq+wrQEy+jy4n3mr7lVZj36/HUQv1+nxvACmrrEnVGdPYLIg2JX0Xqvp3NcW8PQJMvZuRldoJOSLDYoypr7W+Wn/q83juMB53MhZ5RT/nbM88Z+b2LUAwaXv8tfz5CptLP528Cv8t5mPihchPyNvMX9oolpMzLD/nu87ju23cJNqpao/V/vR6O99flfWj9LPL3ADZ70StDYDmMjzRerYIgYaqnQb1iZsn1GE9qHgOAKpuN1SUvWeQxfaPp+zv0olJxfI4RjaQSD6BsBxMZZjBrINiz/PyrKNzRFQKitXPd6nFhtgeqs+1Bnwcx9im1X8jeHZeDc/TRnAwrlkHqDz9/mhpUnuQVgwd6bwOnI8AAoHcZgXctCuPo+Hb2fCHh02GRLOcvsnsVkCJY67KVMuhXFyGwaMIrmOLY5YJr2eM79kajqNvfVVwlePMrEBmU0TdGrS00Zc2/cY+Ha0HVQ15O2/tM3B5Rhpw9cy2R2Qe2oNy03xr3R8e4YQy2468ZX9oVAj4zRlkzZ9ZOSK6FZjzJ1L9exBzoPOyy0MH7j4eB8w6EPk4gPMwAEd2zMSIPUd/zsK/AGJMQLcALy4LPn4TECLaj8FzlfccGOZAZF7hdqeyNc8+jeAwAzaXwUE9HQs1ntUgHw34q+c1svxmEEz5xUwwggA9czX3WbMtyR+C92yTGUFBZVhv+DGydO3IjpBumfNxsQzIPa8ciLMNZh3IVAfmQVAVoaNiG6LOuf6Xc/xxaLlzhsV5GU4d76ETzwFeKhiic58ZfL2uroeepS+a6XVYgDNsA4F8Dw4HONczZ4OXmp2l8+7qaTWuWwOg0WGK+ac88qDUgqcEHnpZczARW2UBPTNSQSnr03qAORmwswFaarZjjJVmGiHJNh33HhC0aUW9Ul1oIfB4NZTzxMz5s1r9rQtT+lkBn8k2cv7KfDlRzuyRwIB2V+20T9NxVAIDlKq0jmKHK2vugi6VkQqOre6rdjXdA5FRgzv6U/YCvw6ZPQ19d8CQGbp2nunL+S5nNYpXJvKRs8fy2Pe/aod4/bOAod+at7gpX+4yBmyIebQn/AYd53yEwGyPVlRlm31h2U1kNgE9ZfDUpzyG/PVFnftGrPhLUv8pdBABxx5o13NkV/LxHH4AEH5mWmRCgKRMw9S9C7SzRwN4rITaUJZ5WMu+D+aFcQAlSwcp09NlwLJN8jpu5rv+9c9j0fO84miFlY+VAfHOY6QyS703v+nW8zQ3yQ/Lfj77qtnK4e/KAn0Bf5W3mnnEbMLa1qNluZj6b7F9+bOtY8l/ZObxGym3qvMqeZIE4Nnor8r42WSmgF+AZJRxzfKruiLxv8XYPFqT8W49c9YGv2QHlcqZyoz63v27jj38QR1r1edZt0dWG7P0n25bcjmarchsyABgm+9e6P5ZHlfO9bg+y27lO7AAQ8ffo3xX0sW16p+F/X+f7u1OLywB5EBXEe8Yly/SBsh+J2oA/sAgn4N7tOQ0karxYyBuNra7GTxrixNVM4CaGBxuTyPYws+aAcZnHkfD8xEA2Qpk0fYAEgydhufz6r+dlwNkCrZxIrLeR7wtIAF1ZsB1Xb5d7zgkg+zjSAqcvz1aw8fDHARrLQCzwwOGKIcUAcDszJ3HOoOsl3VvSI6j4WMAJjVrzRXwNba/Im9xrFl5NVW8A38yLgIiqjOk8uB9Hdfb1V28x9GBnZC1cBzUKTxaUYADyNDMQOeZ3MjxJA88Y1FAqc7LscLj7eHWzeZjRxCOY/iHR/NrBMco6yYOELPs0osjhPr5KXlrqFIb8mOGaQsmjdHjaN3wXr3tj8cBs2v0B/gYDrJZnEsXdfUPjwMwOzyTDOjZZpotdpnhFJny+sc4fTvnPqxElPKuQEK/L8D1NBdTdmq+xiBQja3KSs425COxEsczsb5dkTFJMOpowR9mnFxjHNoAY+r5eRpMaRsIkGqbauZFb1mTFcaGpxSl2ygVwNGyzoUcsX1D5TuPNPss2jLqaDkLjs7cR+Evf+tAVazsfWu5bY8GfDuB68iBtOr1fsabFCz9iaAjVg4dmEPPuDK57ts9R/3c4oxcPOBzlZnCw/64rRp8zQLkf9SJdiebt47VYj7LwCfGBUnW4UcM5O3Q3EJKna8OoWYUVj2tMqFAn2dVth6YfSBWuD9zRg80oPU5QllPjuJo+J19OmQxZQVMAAUANAZwfZyvUhVk4aMH1exzBiaYFUOgrALgadtFAkelHQve5EAkX1OdcOdLs3+fUQX6+2eZ64PvBAYdKAMBpBwIEzzg/UBsA39KuToWwavctgqUTX2kzJeD0/N8jHMNa6ZG7W9ri+Bc5o63a8j0XfAjbFuDZA6Oxe9Huz+eZObL2v7NAaHd/j6BPuhz6ERWxJcF8E1i1vB5AefIoo8s6Myry+DnUgIYi+bjt6bCz0A79LaDBGWLL+uowIYG3TU7y0yyHv2eaOOF0P+HLACsiODbeUW26LmYxJH9TJBQ/XPq+Zyx4jobC1ld6GMFx/Q3ttG/0xctz0RbLPU9ldVmwIpATfg70SYHpoofsgQR030iN7C0SKH6zAxAy7z6jPL27XXm4GfbsO/06SsA/7IBYJXtxWncgOk8ZPLfdRL0nL/QLcwiY1Y7UORa5knP7l63cc5oFNkwOVNSfegWi8iXWZozIYf5HECvZ2Rdj5u6LhxvqasxK59htr4CedoHz0xzuxHPawLIpMuQ9XT1s9Xean36POlo7aVdSG0u7ahZlnex6PfQBsh+JyKIcx1dEXBFiXZ2GcgiAJIAJeDAV1VEBFR89V/uOa8OXHXl0T9Xx+rxOPD8OAQgA85F1hmf7/0aGU+n4du3ywEJAg7V8VGA6vFo/ln77/29ZJvmyC76wx+OAVgMUO9xOIjxvJiVMcoXYO3wv+ssMgJCvGZm+Hgc4sjPb/y5Ax+Oow3ArhWAMD7zhQaanad2x8//EoNX65kyK6Qf7MPKSWB/FLxSXgBI29G0Tl67W8mtq5XMSvTz9yRI1eyCY2wTPK7I2GJWlpnhesT22e5oRpbW88wACPnp51mZJcBRieDX81yvwzXE6ifby94aQmF/HL09wIFrgGOntbGVFfh4HN3An3NWIXlwfVw4RPOf1wIMO4CHnn9lAdZwi+JUNrLM8iURIQ9RRgJD6Wj4OMVWUN8SJAacsqVghq6wez8tzvN6HL3+Pz4NfzwvBxsIgkW5sRrObUN9621kWbJ/unUcgI89y1RgENAA6Rjzl3OrJadF82YjazLq5Xe9j/OwP9+A5+H85tbjR5ud36Nlx9mDxDbrSgaR7sCf+Tk6aNVB1bnAc+c4XgqI6TMBXEa9FeQLXgw5tbHF9cY5dr0y2kjQTetM01YOwtI2XpbBBYIU5OfJ5Wl57ozBTWOZMsjGvPvmgXpZMEAO/CofNPNwPrcQnjX3GVVbqllkyhpmDC7fnNUCDNc2el9H0NGSnOSsTVLnb5djBwPR626FR0cr28cO9JefjAJ1Vf8orNAgUAML3c5T7Vzqk2HSi/2etTetW9D9eQt9qfdJgf5CFN9qLHPPLPgIjH4fOaA2i+MCwtZGAKD8XI0vwWj1JytAFRkxeYG012ezQET3vD7nh/O08mUOVLUckgJ+M4hDezT7W33OrMrJbe+6JADh6W2NWG8vrMT+clt0B7O6FdI3o5+20nEdIHoe/UVDHF9mQ0d/kYJ3Ezscb4APqpnm/rdZsrkViOsUspOyySzb0XjDbp5fBNDQctbcKmAm0HSOuf5c6Lm6uHSX9VuBk9UB+9QhLEftcs1KAgLMDr+1pUWEtN1PspXYdy1LzyHk8yr/s68efw/D1JfVfXFtsd1vYUIUtFGq4KK+LO4rmT/v0uoNy7VNVMkcQwfHTF+uk+U+2wN0/stZZC5PRxtbYKOMa+gEXcCKcmvspOOZsxZTW4su53EDGtep780xq2+S97LkJVXcOQNpf12QoC72RdwX6u1VXAncL7zonKrjEOV0Xbl6+ZD6Maoy6nnd1XbVdqzq/VHaANnvRA3AxyMmFQ/zVpRXsANx+jmpBvAxlPR5XVPgoACAje8Emc6TAFl/5tu3S5R4f+bxOByAAuDP6WHqep3glVkHfJ7Py+urGTmR9dG8rwS3ACQgieWxjMcAmo6j4du3Y2To9Lofj2MAbb28j4/D20TgLM6waJ41xX5k3g3FOPj/cRrOj/vVeBkuaTvP3eoAmQJQ2sc4H06fFcN1ySrhVHMGgdKWv0U/tHzdQtta37JaywRKxoY87/WId6d9iCyr4VQISOnA3OgTjfeJDox1QNPwvAageQVA8bxidb414HocPkfO80rgUGrnFeAY71cD8BirtjyjrBJBRBod7S/5fBwN9nG4wfp4HP7W1scAdnvW5pFkQIkvHtCfHwfQrlh5JYBYt9gxy4znR2k/GAzrCgvPa1MjpdlMep1GXLNqeI1vdWWdCuToNUDlMEDL1vpZWUdr+ON54Y/PWBWrIBPrpn6hPAXwGW1WgIz6jhm4yh+CJyEvF8z6iyuAPFd0vAGkRQRtj/JeHa6op2v8c8g2wbLgY2RtMghmqr0CUtV5UIBKz4Fj0EyApwbGbJ9ZBDIhN3NG6NPMQdQPzh/UbKA85kdry+xGJTqdHTgU8MgiA0t6622MOS3b2CzLA9CDs0NeuACEs+pt0K0XQr2/MV7URyTNKNT+K1CoPHanuAVQAuQxqbKU2lOyyD6k7ucVYNIK6zg4l0p9SiaO52UdkMbIxEsO7XBYpu161itRh9csACSMNpxlnNxml6D2FVXgXZsAzEFH8kmKPpjLZhl9UZNvVV7dY61vNz1LP00AGgWZ9EUGOesnAigGb7Uf1AvKs/53DkK1nUeL88j6bXP/O/DVD6PPz4eMsp2k+tbg3kjzNxqvjtLQBUfalnrOYWthf1OgpI4yApip1dBfWHtQo1+oumXUIXaPmSgKEj/HG6ebzCN9q7U0Dt8uw+OSRQzLtgSAvwAjskt1XFrKxuQ5nf7dwr7ri16qLtTnOZYKWlOvKZitfE260ZCy3O7m6jHmxHHl4xkSr73tw66gZQDQV+DyPFfwjN+9bbYGt6qd4/ykDPBlLDonFVAJvZL5e3E+DVll/TyXbEU6f2OxUuen8MiyvQueI69mOC+yHa4vKlPgQqfTZ+BY9TsALOfuak4ty2Mbhn5pFoBe8j3LS3uinriob+zk+D2vkZlJZh15YYEypwsinO81IYLZX3PQpz5k/8uFOs0kBsKP176Z5XZNoBnrc4PKY4Xy3GZ93KLft5WuZW/Fy7ogq/7haswrcJ6z3Nkmncdruouv7yiVWXTUj9IGyH436gd12zjU+sEzS2y18mL+l/98u924h2d+qZwngMwUZJozvJ7PnkF2jcwbAkzPZwbI+rbJuV287lvgzgvfvp0wOnTXlftBcMHBmYbH4wEwoC1AzXVeXsbj8cDx6FsrPz46IGbWgbOPj0cAYceFv/E3HinDjJlnvc7ex8fRJrfJAUgBmM5HD9gb5gmsmXpaDpVqQ88a+hBL1AOs5vdpNoYGTdGeKJNjWqluodRtmQFsikIpQf/5yKtsq3LrOXfMIOT36qgrYHAclKdebwUlGFx3EKklXgc4ZQ40EWTrwW0HSr+dVwIG2WY9x01BMu+X9O3bC4Dsbosl6+uALfCHD4Bn6zxHO5lNeF4N5yMH0r0NfYstMxvZntYajtM8OHhePUB7tNlo60sE3A+Y+hF1PC/zs7Jo/BSQ0b67E+YyEVswe/2yCjfuqw4I74s2YwDmkUn17ewZZJSzbATjWbM49y2c+iyLClZV0Fj5q/cA8DenNgFKHpKeQ6cXAI6zCX+iPXovAE+n7/fG9uFGfjfA7AjnTGSMYMFlfbttTfBQPj+OCKIuQzoHjgCPtA5KKXCw+ZwZdchThugD/gZbtrnXx3IDANfz8VZ8AuBbidhvfSFEBadZTwWeNPhJ2whaB3ObxZhdlsu1Gw/ucfRg+NupYEeM64nIIFOAR/mcghrq8wEscOsnt7gp1SxN1k+QrB5Yfsj31YHkukXqsgyq0Gk/RhaKAjvgcyJHsW0SU4YL8q0JAOjOPQCEPeCRrAeARznvi+NagRbyn/dW/Z23csv1hT2tQx/jNQIdcHtcPpOz9BhAAGW935KJYwqODg/kyBlkKuuniU6VvuqZh+mv+BCXXMj6U3RYARdWOoz1P4RvvT2zHHA8uI2WY1rBtjpOFdwMPRIvxrjLZmAmPBDZ8K7Pm7ZnYdyFVtkUuc2SITJk6okGzbjmLo8VfTvDTvK4Bz0782iGqqI1YK/2fFr4TNnNSL/lLeYYYhGyQUCMPgbBbNLHERn0CsbPC5IzsH8On6FmZUXdYiupm+uZaOQR8pZOAkYrPjiYdeTvc1ZdG7xmufmst0oKAky2hucqLgErm+T84TLdm9H7+nmmtX7ms6v7yLvKpxUdLWdNpxeo3TybbV3U/RlYYYub3I9SYFLsM8dv5Tuo3MVOZBkP64sRrfWC9IVUBMbqNr7gYch42MLFfFxktiXfosmZaJbL5QIMB1JlU44qR1c8cB+pznt2ggA6FwTreNzJF+28v6FT7KaCZPr3lHlVyxIT98O0AuvuRPoz+XtFGyD7nciD/RGAnWPyNoNniQDZkeZfBva6de55Ximobw2+LRGIzzww//nsGV5AgFkdIIutRzkDi5lmZ2nPcBifZw80R8Ov88Lz23MNkF2G64otmb7F8uPRPzd0sAxRxx1Adv7hA8cjDtP+wx/MzyE7jg5UPB7N+dCzzJrX/XiYf08O9hXZdnH22YXzPDx7LRsoVZzZSPt4j+w2gM5eADx8oYEbyfF8dqarAxL1rBxGM6Q+VICMv2sG2bXQlgROY6wCqGU5BEgr6KAAVeeBOUjJrCoF3ALQsOl3bl3sYxEAUgPwcR24Hr2uv/p24bzCxKlyv6788gjNbKTccI4EIK3tEiDkim3JKgfKQ3s0X58lAHIczbPK4jy8KOMyrpJHhgoBlI/Bh29nZE5xSxOrXb21U4l1PY5YMWa2Vv+dfM/Gr0EcCPJU+g30e5idRYdfdZlva7yynD6va4CffS4/r6sD+lYcFOTANwLWAbgy4OB8b0hj5gDZePZoHJ98VmMbATxw5VVqAfQ9SDJznqlz8Li5lzyOQ/8DFD4acD2Aj8Uh4G1kVHXdH3OxjuvRgOuKVeF6LhUBnul1iMhAHh1SBpb8XR27uoVaZSYCW/NghsGZHtJfy+/9Hi8fkK13zDjguUzAcEwdNcjnffR7M1gSWU/NAwbtq3fH8nPaP5d/CfLYngAlhN83Htrk0GJkWIzJVQ+nT/eJTDqfbXUekwHXq/M9RqBg85ZbEkEyWAfvPVtZ7GVvU4xfzZIgz+Je9Wz7DSrODCBw1BcrRBkrh1jtLTDzt5ZRn7tb1e73hD49oHomL1L09sPfIKpzlEtxDITS1jY9qJ/+1mVp7nofhn7K/BewwnqWwlXmPm0G+/HQeV2y6/r2pqEdSxP0e8yJ0G2cPx8D8OP5OXaTwcDnFFAp6s19JV244VtYVeap8/Ue6vr+m3m5q2BxJVfab1+04WIH+CbLPu5JB5Wxd7BzyPVzgGPVzuEIcLz6UkCvR/X3ZOPls+roS+5V/WJlEYRjbtZfvNJkG6a+gfjuDKfajtS+i9n/md+XmWfQJttyZblQ0EPlQ7cyTueBUVfqGwvFJvPlOp65SfkYY6MIobal+iU5W68/r1k7h95bwD22k9un6zbLFWjtQB/sto9aLq+/Axqwn6t7FZj4jF7Np9U9HZDt+k0BUWZvAjEuFdQ3eeYa4A51LbNY+RZYAMNo5UbU3TLUbdpnZo/5PHhhq91ncZ+0+ZbptLgMic0K+AuETLNMzyg+Yi4lGj6Inz04Lq3Oa5Tux+NiG6jjq7zGvXO2csRd5SyzqqsaJrt7yN+Fm5rK0fLUp1zV9VXaANnvRA3jDDIGq63hyUNcF4JrRalqJoQb2jPALWAGyLjlkZ/jEH3Dt2/PXtcAr1prOB4Hns9HyiD79senACPDebN7gIxAmImjR7ALQMoU+/hDF8d2RDZZfxh4Pp9exuPj4b+f5+lg2uPj4eBJB8h6HR8fh5+RRnAL6JP6D38gEBNv7CTIQX6adf71TLUAeFLWGCfrlQES3WL48dEz3EgE61prnt1Xt9zxuwI5Ckz1svm3OsNI22gJ+rhM2byF6DEyyAg2aP0KLNY+U7a0bnUkOCZmHRCOc+TifvKWdTDjj4Bca22c5dUVrmaQdUPTM2/++Dz9gH6SA18W43oNWdc2HkcbgPGcKRlZcC2NRw3uPz6UD7G918++u/rzH48D7ZKVXMhK0ADPGLQSoOpbVPs5awaevZW6KivnY3wWHgqN6+NofmYbnXRvJ5qAPB2wSJmMYPn6HI2yTeCJtiUZtQFa2qOf13Y04NvzGhlkBdAVmeVvzp8rZwkGL8L9528x5soTExCP2X3HyKAZ7SagebRUP6BbTuNegr16LzMgD2uwQ8e+DUciQue8hdS8J3aOQK+MqY4VDUnPAoP/RrCCWWUrBzat1MoZSrrans9qgfP7lKyk1vQspFg1/3aGs/tIczjKqs4Oty48ZXz97CYJPjVgYPDTr49+gPqrB+3+wotrDiZVvtiGrgb7OUI8B2QFFHo5ScbWIA/BrC7bzK7KZak+XZEHnVJXbNnktZy1cKD3x0q7on1DDiQ7JrchvpwWCxaaTUKR1oBLz1nr2QoNxxX8iTOXDB+tgWfRhE4GoDwuWVCUASW23XVsdeilz6qTY45H4AvEQmXqp7DlIF/lBwUGCT4APcuMAbXWo6BtXbHn1sfVWVso29LUrVB7xu2yrDPziwFm7Vwms5zdFjLTRY/Baj+kn+D+bXFDjoucOrgV/WEgbC3LPMExnbME0l7V62DDzZjWDMaYL6FfqaMMoet7n1rcN/TFs+VxTjJ5ZTml/vS2jHnduDWw6AoI/2o2TA0sla8AgZk+nrHIFZk2j3HWl5ml7EgyvI6bgqestw3dVAElfwuwXNO3CQMxxytAr9uTV2OpfxVMoW1WINAXAdDwUXSJymaAjQpWsTkZ9AaQDu7n1vcVOK7nZlVa6a7ax88AsFf3aIblO0Dab0EEybjFUscJ6B4ddXxeGIi/j5Z54lmsQxcdnHct++D1WAmVkzmzONudFVFXxNS2ZXk6N2m209mKoRoAdHCaCQOnyk5rfp/6zORJ1LdamKRNDmCRC18rWVC7Qh2nulF9Jwc+bzk1l119kq7z4+Ire17b9z20AbLfiRoIkHWD0FpPXV4dWklyoOOK1cvr6mtU/cyvMwlyBy7MP3MbHM8H+/at338+TzwHQHaefVskAbLr43IQ67oufPvjNzdWkWFjni3mmV3PE9/++E2CWwOY1fN8Aue3Xt8xAKN24Hz+DaB10Izl8NnzObZrXifOP/zBs83sMpyPc4BM5wBZDi+HYA77TkAqskrMzz6rvNNMovO88HgcAyjK91Nx9y6uQSig1/2HP4TheTz4UoEAyDSbrT8TvNf62EaWdXfm0fMZWVAECS2N31zm6kUCHTSsGWTxrJ43p8/yex+Lfi8Bpp7B17zePj4RLHbQkm0Nfpg1nAJWdbCHzlkHV+o8IkAWwOfl8yPa2NvzfMYbWNk28ne1Fa/2tb/plODeAZ7K45mSR4M9Im15CZAdDcczMj/O0b7TOojyHO1ne3Ss+jbgeBvqSqUcLc52OC/Dt+clDrN5QDEguGSEGADU6wwIgbxiRtK5oLzjvWYXPh4NV+ug3XnGGWR8htlfEvuEM4UAx56+/S1bSPbXx3z83lf14nfeC1y4moAv5B/nNiLLipkKAS4xCzC2XjtIhm58db62wXeFOQJ4iVd5Ax3YU0dDnZ8aRAKxCne0AHg0I6be707VaE1yFnXcBIhm5hpX/aIdsWJ6Dg7yLZaUmUcLQMr5MUCTrgIlC+3KZ8ZgZKd8DHlUB5TzNImidaeY2+NyJkGAI3pYL/nX3GZ3R9pam2S9OpOqJ6uTye4yYMQxgDtxVCsdLRzi5ZujJKNGM8pYT90yy37R8bwIIArIhaHFaO8n8BKiAw/EIfq6Ci5/u2oMnf1xDKCS9pflj2BysUtp4iH7E4eMZ56t7o/nsuz5c4i5QxnpO3/zOZSPQ8ZSA9+RMcbnzedE1cvjfCKLttPHc/0ntuJAyGkNAlpU+ZIU+LLFA61kjqVslrvygJS1xhdh8HDqyuLVWLyio0l2AWWF6CkyOMaFHipca+P5MddeBf937brkd5WXS8aZOkPv6b7DmLdcaDp4NET49bSr3LpJW2s2Fjpab8TRgG+W/bPWmox7yFw9umPK9EB/67B/bwEecMH9KjpktcW9SRkULQWWlX/HQE/rS3t0TnjGTbHhFazSdlyl32rP9L4+l0PnB9Bl6U3EH0ecW+V1iH8f38e5sgj+nuh81O3I0xsmURZgtJ9D79ZFDSXqJH3mgSy/V2knEKCHAip3dCQ9MyuXFyFrue+9G90vGELkgLTUtcp8rbw4xlt60zbYstWSL3Y4ZO5W0OsOjKygVyVd9KOcAWEfejnZN+H8PHrA4L/Tv9Rn+CI6YA3k122/rn9vhjvLkWZtR6zgcpxilny+qPIoAXA+R/ESJLs/smAuX/9qna/mzFdoA2S/G/ENil3hPIaxjBRycWJlEtFB9XOULIJ+PUD/OFrK6omsmWtkjJ14fuuAEsEsAJ7d5QDZld9u+e2vAvS6rmsY8QGQWQen2tEBMvurvwKuJ9AO4DoBu4bl+gacz8GG1n8HgOffBNqB63jg+sPfiOt2Ad/+2J8zw3X+rfF7b8NjZGV9/OFjABMBkBHsIeDRwYsKdMwBTAVSajaZbrFkxlnnc848opNk1jPZNKOsn5lmaawIiHnGlIwf2eVKeQGQkVivbiMMgEwMylVfDHBMoEvmk6XySRUgM2OWDeUxgDduD+PbAbW82DrW64oz7XifjeyqeFspwSi284/PK72VlfOBIHH/p2Nqck/z+VEz9fT8Os+eRFboHGuCn2YX7BHAYnca+/lqH48MkLEUA3BeXT4IChxoaFfXEx1AutLZW75CPQwps5Z0vJWuwf9H69sZ9aUGvUzzlxHoZ10Zbw19+5s6CePz88q8JWXwaTiIA2ixR+u1Nxttiqy24EtkVOn4cAuqbqEFIKBu8ELBjMfgO98GSZ0KcqL1mh30kpctOHhCnSvACtv1MbxVDZqYRdE5nfkTb9rlVtP4vbU8PwjosV9G+fS5GrKq4+6vGJfngQACNHOK9ejh0wwetO8GQzuP/Ia10Yae8ZmDJL5RmefycVtNBjX6cwSiVm//8wzsI5xfOq6XwYMflSPdYmbp3lE/ZWfox5wREYH2eXXgT8/qcTJEXSWCmLbCuYMZWTbxtqp5W80dMQjnViMAS8dVbQgzc1YvYQFUz3f9YoWXGjgfEqjUjLQQiQAAFPS6Rpu5au7tvgwfFvzxLEQCSgvG1K2CHALOvXyw9zqYVACql5PLBML3agMkjfvjfLbpRQaIrXM1sCRv+28MtgnkDm1h1gEnCSCBGXjtdmDwUwe88sqA9KZivLfqvloceg7ghvoOANoD0AO3X21hbS3qXh3Q775xm3XbIfKumXZuGy0yo1/Ralv1fA8y8Mt2HDmzXhdi2DfKytF0a+WoF5E1qQAzr13XyOKSs4R8cWboLc/WcJA2wJ7IcK49MuiZlAf6Qo2DBTayx4c+P2R8FVgzWTDrPEECKBJ4xDMHhV96Tp0/j3mepIUhSPCexii2sGlZqg/qUQE636njLgdT5qA+lYGcJe58LDbtMoBvvITMO2aUqV/Ew81XgX4F1bSequNWdAfKkRiXZnDsPTrQs8jfBc6U6qIdecvfgl8KpBUgBhLHJfmKF6HEgfUBkvF5nrfJ/ifbIYsfqq9XgE89/y7mYczZ2QZEudEH1tE/MKvztC4zzCRb1R/+5njjPOB2d2U7K//uyF0CsCy4z6M6hvMyMn6Hnw7V3bOs1u7UBaXKt5zRG/37UZBsA2S/E7XWUdiz9RCpH7fSHe47dNWVBoYTyr8GB74IePRr8XZBggMKEjyfI2vseeJ89vDoPE9cA1w4Lr4dMmeQuXNkARRcf/wr4DxxfvwBOB4d0PrjvyIz5RogmXWg6/nHft0zyFq/px392nVmrfcMgKwDbf3eJxky6DiO/uKDBthhOD8eA4A6XflUQEmr0S2F5FNkktEpO5YAWfwNRad/ZzDm8Dr1LZ1B5gG5AmvuZJxRFgGCJC+XAmT5IH3+vgIbFGzS7aRm+sZPpGc0Q5E80e2FvI8AWxsOvvKbpONSeQgceDyA6zrHGPAQ9YbzGCsmY9yivH4YOtv4fMZc0PHi4fp6Pp/KjJ6JprxLAgigtX5WXW/DMa7F+F3N0HDgiQs8Z4y/sc7H0XCeR7zpaYCFdgLHgdgq2mL7HQ19lYUKgiqPcQQo5OPZRjg86uKbPXWLJQEyzfg4AM9c82wvdaAtzoBSOYnDrgGg657nmc8KYx2X35vLZQDCA49dnkqm1SnzIYDY0fbRPt+W3mSFm21pdRU67meM8eS2cj/kf76XMqEr+54dcBkOHiZc58UBT7VfZQUQJLGmzlaU0Z2kEbgjr1CSKqDUz1LKTp2Pm+uAHvTxfhKfO8Wb8swYxNx6yptC5WGcBt/iwhVRnttDMPCw3ujWGhR1ySBIAYxlO1AEOmU1V9pJUvvxaIarzVtNcxcyc/VtcM6P0Z6UZXPjoKq6UQeX8q+H9DNwXL7VTPrDrJxXQIraCeWl6j6CZc00wMlzgwECytajs8whZiFxK03aTmmWMjHiOvkSfePfVp5f0WcBnQdbYpcITHArt98LBpjRKZV3ZuPp/TycWTN7Occia4pyG/2cwbE2yVjlCWkVCDm45f/3msgHM0N9G6pZB050S9k7lEDFAgIS6OpBZAdsTuSFKj1+wbd8u0lonsnay3/dFuVntmeZmZHtbpPOwcjAPAikHKFL83a/eb7o2bFmsRj2wDhSoAxiZNaFf96/xxmbylfWncpAnuepH6bZxzoWmLaFNa87+gMMHcp+Cz/PcXOfI7kMKdU/PVoAQt5CY10ZfGP9h/x2pWey/JIvnJdAAKwVxGNZAVIFeFObP4MiuJ1nr4Cs2gb2WQ+2X+nAd7LGgDWA8r30GVj3WFSlfKoyGrZa3hK6uL+Wy3E65DNS1rEFENbUh/jEOJT2sk1eJmJ+X7JIUnWILfs4971fCz2gZwFq/QpWze2Ns8FeZij2T6kddzL5E0VGyrx/G/P9M/f9/gptgOx3JBrwyyLI/Uy+6JjR0GmWkB6wT1BFM5sSYMJ/ZjjPNUDmdXqwdvlZY70t1ucNM7yYJXZ8AM+/Ar79FRz08gyyq4NdE0B2xF8Fzdjpb/9qL0OBs6On4DwxHCJmrj2GM38ZrvPCeRy4ztgyF1ssB7BwXDIJAwzULXnneQJ4jMC8q1h1XDRLSwMxzbIjIMS/3E5o1tKWvkxxFlFvuxj9EjyrcqKB5xlkCpbq7wQ6wvmqCjtny8X1rNwVbHLZQDbQx6H9gGd1rfqifWL72X/+1sv2pH08B5rBvlYANMZSx1ZBwwsdSAuALXgUIGR/gcCaX6wv5mKXlRibkTHYrG+xS+OWV/4IGpmNDJlrrCBfHRz1zAJOE04h5DR7zewiybFEDhqF4xxgTLO+ohYZU2G4D1l5puHXc7x8bBPA0L1B/82ibgYYzI6oq0IELLjNKbjW22lNypMH09vzEkAW44UjAAXyTQ8HN4QT0WqbyDe5xguHxflYPeDHaP/YjqnjMNSPJT7HnGIW3wnd5iX6wOABGLdj1i2xBDov68EaVyOr056AKgkcNPAzy/cF7+Jaf615w8chWwVGewiWnL6NMjtqjXWMDKIAJuDAhK9MlgBJg069BnCczYOJ+L3oNNOsjjGkDu4MeZf5UHUeAM82c961HMhHX/u8YJaNH6b7hsO5ckrTizZWB6OPeVrtRl2pVQC12gCenSN3s/CJF2kej3HXa/UQX2ZfuO6uCuwTisBiHQzeBw2z8z/NDelb7mcAObQZDNJU3s0CrWE7+AxabNUC4IsNF+Jst76ruIIi6zc/fkas0z9jLZ+rzK8VrwJIjXtaC3v0GQj5Gelih8qqbjetmWI9Q5L3/Vj9QMyJ2pfHGMN6FiIAz+p0fYQMonGc63xJABfNCmVu+I6UJcob+xl6Kb6rfXv1dlvvaw2MEX6AXn/Nr+gLnznMBnCKqX/MNva5VZRgXQBoLQf7WufqXMF5PuszeV7SX6n39s/mddTjDjrv2xKgcd/1E1msfar1vnv97p67savgwleyx75KdwDgJeOnb70N+7xuVEQDvF/qkceoRx8+ZyJbrLbNVD7UlzTNLq9AU9ZBeWHJ5Pq4uwJqAjyb3FTn3tGCR+rfhK8ltuQT8VC9QJD1LSCVfye7mbdpPsQeTmW07wNkq33XLL+fQRsg+x2JbzR6RzBW4IkGUvGXs9iykbGc5dQBoAHejO8A0iH97RyH148pdp0XrnOAXN6Aq8/U81sHr3j9HOeMESBLGWTP2GKZNDERo2t8li2WLP86gXNkqZkBz29AO/rK+RFbQg39hQHsJ9+A2bMMAGt05HgeFnkVIEv8uzpfGgEUOEiSeQvnMcFDgmSsO58DdpVD+HNmDBAATGQByRvxrjAHPMw+y4ZBnaK8ookEFLiTIgCWWYBYYdjDmdbgQIGHkNcjOcy1DdeFlJEWf9Xo5PYrQMa/kdEVY6GBOw9iVxCvfg5+57KiXqR/yhM+p7xn+bHNNF7q0K/Hm5OaxfMpk0ueI0gF9KwVguNmCJDNU8PzCvnKMF4jzZy8ranoB7ilEtMYuAOIOLskHNVRhoUjq85mbAkR2bEAo9p4Ts9/irJjYWC1TQ0WgBK3Pun4sQ0x3uxzHPha5ZqfPRtOgLRegsi11wF5XsqFAFbGQDn3IfqceU6eUlY4T1g+hhwRyDosnDcNzpm5owHYitK2wjEPFZAjeKTPez2TgxJAagQPIUOt8MyfclkK4FjlS7Ni3HFcgBupjYNfjyI/+rua4wk0GyCwESRLY7bmnba5X6s6PrKkEh9euAWrIOZoY/vsekgnygAD3n4OWANWOs8VJMn3aIXxnMqk/qXj/0AOXqb2fKHtK7qbB9rG1TOq9x6t3mvui+S2xtvVcv0FCHizvz8j0yPPEQUT5kA/g8gCeku/a+D4o1QBr/eeGduHv1DPKzG4+y3kvSzoIHQCxMdqS53xus4MwIcuzbI07yLQcl6JSeqDZOXU5+8CUIJeek7SEmi1kPUKjmnA/85B3no2UgUY2OYEyiHPMc2wWwHpwVuCefex2t0ZhilzbWmb4rNS6tOLcatbSP86UPZN5u2z31te/2xp4UnnRfJJYQKevcffu62wyT8RuvN1vtIPX4Ap/ahgn885QzpTdqrjiwtR921d+we6ePSz6I5nX/VpVvTuCwU2/QZ0xDy91YG3hpN/l4KYATM1xHod0z0DKLuufP2KbDM/R8wMOM/+73oOLTCyxDRbjM8QHNPfCXjp/X6flTIsX9czzcZfbXPwQYK4Zd8rzyqfUMqq3ysAteYtDOBB+1r2+u/dv9qmWm+9Nv8+t/2+LuUL65tlLF/zvwv5q+2rz8X3FY/qmK76r/dEeddVy5/loz77+Ry6G4MZYFmXL+1B7qO3ezwfAWPudzaA8xjlsZrLX1Edl3qez929+j2Xse7b6rdVebVfBvbdkmHsgM3cjjwWVV7v+l3qK20OcDKyeOd2z7KoIKQhDLv+5Xjr/GPwkK6h1onl99WQ69bD2t+ZL/fl19XWVR36+2VaZ8yvO6qAmF8vZdZ67qj2q1Zd59Nqvr9bNv+uzsaYg6EsBz9KzB77mbTSNcD7DvVKt9Wyvrc9n9/73s0rWXuHdF6+vs+mflc9tpLJu7lZKc60/Rq929937MdfB/pxsHUxjlMWtdy/+E1tyJ2+uBuPz3TxfP9cXlro+kRfvcOvu/l/26ZP7vtMFO+eexdQevu+F/W+a5t+lt4HXtv736rOPyXN+nG2r+/QCrD6rK76/N0zr5+zt+v9qo1c3feZj/VV+nMVmx/V2Xe0AbJNa/qqwGlW2at7XkVu0/1D23jZ5e/LR2sA+f0zaAXg/Bb0qzigf8n0Ctj7eln3jsqPFP2qXVvGOt3x4Wey57fg9Z9y+GZQ7GuV/6U64Zs2fUZbtL9GvxW/fsvtX38p9FXe1ozGv2T6rQLjTZv+FPRVH2m90LwnwW9FGyDbtGnTpv9/e/cdbklV5nv8+2sRAypgwmsYM+o16wwKooCBwYh5zKIj6tU7yKhjDpiuaRhzHhGzKA7omBOICb2O6RkFERBFBBSaoCIonHf+WLX71K6zd/dp6NP7NPv7eZ7TdXbVqlpv1V47nLfXWiVJkiRJmmsmyCRJkiRJkjTXTJBJkiRJkiRprpkgkyRJkiRJ0lwzQSZJkiRJkqS5ZoJMkiRJkiRJc80EmSRJkiRJkuaaCTJJkiRJkiTNNRNkkiRJkiRJmmsmyCRJkiRJkjTXTJBJkiRJkiRprpkgkyRJkiRJ0lwzQSZJkiRJkqS5ZoJMkiRJkiRJc80EmSRJkiRJkuaaCTJJkiRJkiTNNRNkkiRJkiRJmmsmyCRJkiRJkjTXTJBJkiRJkiRprpkgkyRJkiRJ0lwzQTZFkusmOSjJb5NckOSkJG9Msv2sY5MkSZIkSdKms9WsA1iNktwY+DZwTeBTwLHATsAzgL2S3KWqzpxhiJIkSZIkSdpE7EE22dtpybH9quqBVfW8qro78AbgZsCrZhqdJEmSJEmSNhkTZANJbgTsCZwEvG2w+aXAn4DHJtlmM4cmSZIkSZKkFWCCbKm7d8svVdVCf0NV/QH4FnBF4M6bOzBJkiRJkiRtes5BttTNuuVxU7b/gtbDbEfgq+s7UJL/mrLptief+Aue8fA9KYoCqoqFahsXqrhoAS6qoor2w+j3Vm6hrez2hoWFtq2vPaze74vrqopaGG2rdftWdf8EQiDpH3HdPqPHjOpoO8Jonyqohe5Y6W3vjj+IlfTrCmSQu62Fxf2zpiub3n5tef6akN4x16QXT3doFkuQZOwUR78vXq/qXccsKb8uvAnXevwajUKcVHfWXf+lxx6tqLG4F9ctluvvuxhDDZ774X5LZdIJroutH8+ihYXFdesudRaf/n6Mw8f96zWl6rFjDuMZres/d8PXQpJe22fs92Hdk/YfF9Z3DZOwZs3oXKddywyb4tiRA13bZeypTxdoda///v5jh5rcGMa2pVffwvB69cqOyo0Kj7W69Txf1X8w+pWlV2/qczCsbLTfpJfC2PGGz83gPWxJfVn3e/91PPaa6l/uQd1jby0svieva+/0r8ViSBNPIbCmV29N2yfp1bf0LDN6/+5FlF6pseYx2H+szt6G4fb+81PAmtHF6Z/wlPPst7f0C035WBh/Bpe2mTD+WquqsXKTzmnNINT+S2rsHAdGr8E13YOxtj7lHCYeY8KK0Xms+yTM0vL9eCcdv/+eO+1tbPz1V2Pts/rr+x9fvdf/hOYx/ng9r8/FcuNvXpN2GT63i5+TmXhNhvrl+4/HynT/LDmnsfeipZWMXTemn/fS1+nS9r6ujQ/etpe8Tlj6GbhmQgMbxkbBwpT2PE2/vtFz33/B9N83avi4f16Dtr1m6emv2z4Iefw4jL9f90uOv4eNX6fhd7OFpR8ri0ea0D7Sfd7228lC1ZLX1pLPteFxxo7Znrfqghr7fJjy+TJ2nHXXNL3fx4+/7rXaHXPxfW1pJRO/09J7/Yx9Z158PYy1xX4QwyoGbaYf48T1LMY/7TtGv7q23/hrvP+a7X92Dz+Ph9cIetc8rHufH9a3pKVMaFfDz65J3werasn72fAY0/Q/3xbWPVdLwpp8XCZ/lVrfe+WozmnnOTqPftuZGsPws2Wwbmx9r97A4DUwdsjFfSdGv3h+w8/Yfj39+iddhtH5Dd8DJ9U9al/r2uPYa3HyCQy/ny0p0nvtTXpLzKDs6JjDdrbk790J8Q+fg+F3kknP0bS/6dL/ZdJrv/tn0vkOTWpTo3rXZLHM7399AsANJhTfIBNkS23bLc+Zsn20frtLUMdFF5z/53NOOOYnJ12CY6y45X+VWj2GMV80kyguFW7eLY+daRTS+tlOtdrZRrUlsJ1qtbONaktgO109bgCce3F2NEG28Sb959dEVXXHFY5FWhGj3o+2Ya1mtlOtdrZRbQlsp1rtbKPaEthOLx2cg2ypUQ+xbadsv8qgnCRJkiRJkrZgJsiW+nm33HHK9pt2y2lzlEmSJEmSJGkLYoJsqSO65Z7J+EzxSa4M3AX4M3D05g5MkiRJkiRJm54JsoGqOgH4Em1it6cPNr8M2Ab4QFX9aTOHJkmSJEmSpBXgJP2TPQ34NvDmJPcAjgHuBOxBG1r5whnGJkmSJEmSpE0oVRu8GeNcSnI94OXAXsDVgFOBw4GXVdXaGYYmSZIkSZKkTcgEmSRJkiRJkuaac5BJkiRJkiRprpkgkyRJkiRJ0lwzQSZJkiRJkqS5ZoJMkiRJkiRJc80EmSRJkiRJkuaaCTJJkiRJkiTNNRNkkkhytSRPSnJYkuOT/DnJOUm+meQfk/heoVUpyWOTVPfzpFnHI40kuWuSTyY5NckF3fJLSe4z69gkgCT37drkb7rP/ROTfCLJzrOOTfMjyUOTvCXJN5Kc232ef2gD++yS5HNJ1iY5L8lPkuyf5DKbK27Nj41po0lumuS5Sb6W5OQkf0lyepJPJdljc8eujbfVrAOQtCo8DHgHcCpwBPBrYAfgwcC/A/dO8rCqqtmFKI1Lcj3gLcAfgSvNOBxpnSQvAl4BnAF8hvbeenXg9sDuwOdmFpwEJHkt8BzgTOBwWlu9CbA38JAkj6uq9SYppE3kRcBtaZ/lvwFuvr7CSfYGPgmcDxwCrAXuD7wBuAvtO620KW1MG30F8A/Az2if9WuBmwEPAB6Q5BlV9eaVDVeXRPx7V1KSuwPbAJ+tqoXe+msB3wOuBzy0qj45oxClMUkCfBm4IfAfwLOBfavq32camOZekocBHwe+Ajy4qv4w2H7ZqvrrTIKTWPfZfgrwe+A2VfW73rY9gK8Bv6yqG80oRM2Rrs39Bjge2I32H7UfrqrHTCh7la7ctsBdqur73frL09rtzsAjq+pjmyl8zYGNbKP7AD+uqh8O1u9G+95awA2q6tSVjlsXj8OmJFFVX6uq/+wnx7r1pwHv7B7uvtkDk6bbD7g78ATgTzOORQKgG47+WuA84FHD5BiAyTGtAten/Q3w3X5yDKCqjgD+AFxjFoFp/lTVEVX1i2WOUngorW1+bJQc645xPq2XD8D/WYEwNcc2po1W1cHD5Fi3/uvAkcDWwC6bPkptKg6xlLQhoz/mLpxpFFInyS2A1wBvqqqjuh6Q0mqwC61X46HAWUnuC9yKNhToe1X1nVkGJ3V+AfwF2CnJ1avqjNGGJHcDrkwbdimtNqPP+y9M2HYU7T8ndklyuaq6YPOFJS2Lf1NtAUyQSZoqyVbA47qHk76MSJtV1yY/SJsn7wUzDkca+rtueTrwA+DW/Y1JjqINV//95g5MGqmqtUmeC/wb8LMkh9PmIrsxbZ6cLwNPmV2E0lQ365bHDTdU1YVJfgncErgRcMzmDExanyTXB+5BS+IeNeNwtB4myCStz2tovR8+V1VfnHUwEvAS2kTnu1bVn2cdjDRwzW75VOCXwD2B79KGtB0I/D3wCRyyrhmrqjcmOQk4CNi3t+l44ODh0Etpldi2W54zZfto/XYrH4q0PEkuB3wYuBzwnKo6a8YhaT2cg0zSREn2A54FHAs8dsbhSCTZidZr7ECHqmmVuky3DK2n2Fer6o9V9VPgQbRJfndLsvPMIpSAJM+hDQU+mNZzbBvgjsCJwIeTvG520UkXW7qld6HTqpDkMrSRD3eh3XX1X2cbkTbEBJmkJZI8HXgT7RbFe1TV2hmHpDnXG1p5HPDiGYcjTTP6X+ETq+rH/Q1dj8dRT9ydNmtUUk+S3Wk3k/h0VT2zqk6sqvOq6ge0RO4pwLOSeBdLrTajHmLbTtl+lUE5aWa65NiHgNHdrR+zzJtRaIZMkEkak2R/4K3Af9OSY6fNNiIJgCsBOwK3AM5PUqMf4KVdmfd06944qyA1937eLc+esn2UQLvCyociTXW/bnnEcENVnQd8j/Y3wu03Z1DSMozeY3ccbuj+I+2GtAnQT9ycQUlDXXv8KPAI4CO0O1s7Of8WwDnIJK3TTdr7GuBHwL36d7aSZuwC4L1Ttt2B9ofcN2lfnh1+qVk5ivbH2U2TbF1Vfxlsv1W3PGmzRiWNu1y3vMaU7aP1w/YrzdrXgEcDe9GSD313A64IHOUdLDVLSbam9RjbG/gA8ISqWphtVFoue5BJAiDJi2nJsf8C7mFyTKtJVf25qp406Qf4dFfs/d26Q2YZq+ZX9755CG34z0v625LcizZJ/zl4V2DN1je65ZOTXKe/Icm9aXPlnA98e3MHJm3AocAZwCOS/O1oZZLLA6/sHr5jFoFJsG5C/sNoybH3YnJsi2MPMkkkeTzwcuAi2hfn/ZIMi51UVQdv5tAkaUvzTOBOwAuT3I02XO36tLmdLgL2raqzZxeexKHAV2h3WT0myWHAabQh7PejTXT+vKo6c3Yhal4keSDwwO7htbrlzkkO7n4/o6qeDVBV5ybZl9aGj0zyMWAt8ADgZt16/5NMm9TGtFHgncB9aIncU4CXTPib6siqOnKFwtUlZIJMErQ5G6DdgW3/KWW+TrvblSRpiqr6XZI7AS+iJcXuDPwB+Czw6qo6epbxSVW1kOQ+wNNp8+M8iDY0bS3wOeDNVfWlGYao+XI74PGDdTfqfgB+BYySD1TV4Ul2A14IPAS4PHA87T8n3uwk6FoBt2P5bXT0N9XVGfQkHzhyE8WmTSy+h0iSJEmSJGmeOQeZJEmSJEmS5poJMkmSJEmSJM01E2SSJEmSJEmaaybIJEmSJEmSNNdMkEmSJEmSJGmumSCTJEmSJEnSXDNBJkmSJEmSpLlmgkySJEmSJElzzQSZJEmSJEmS5poJMkmSJEmSJM01E2SSJEmSJEmaaybIJEmStMVIclKSk2YdhyRJunQxQSZJklZMktrAzz6zjlGXbknuleTAJF9NsrZrd99cT/mrJHljkm8k+W2S85P8Lsn3kuyfZJuNrP8fk7wryXeTnNfV/8pl7HfZJPt1+52T5E9JjkvygSTX2MC+V09y2obOVZIkLdpq1gFIkqS58LIp63+0OYPQXHo6sDdwPnA8sP0Gyl8VeDLw/4HPAr8HtgXuDrwB2DfJzlV17jLrP7Db/yzgt8CNN7RDkqsCnwd2An4AHAT8BbgecE9ghy6uad4FbFQiT5KkeWeCTJIkrbiqOmDWMWhuvRZ4IXAsLcH0yw2UPxnYtqr+OtyQ5EPAo4GnAq9bZv2PAI6pql91PSbft4x9PkBLjj2tqt4xiCGsZxRIkscBDwaeBrx9mTFKkjT3HGIpSZJmKskNuqFgByfZMckh3ZC2hSS798r9fZLPJTkjyQVJTkjy+iTbTTnuPbthcn/qhtYdnuTmXT2V5Aa9srt36w6Ycqyp814leWSSI5Kc1Q3HOybJi5JcbkLZSnJkNwTu3UlO7c7lp0mesJ5rtGeS/+yuywVJTk7yqST37Lbv1R37oCn7X667bmdMims9ce6Q5KAkp3fX8dtJ7tqV2aa7/r/qncPD1lP/85L8pBtmeG733Dx8Svkk+b/dMc9PckqStybZdkOxD1XVd6rqp1V10TLLXzQpOdb5RLe86UbU/4Wq+tVyyye5O3Bf4NBhcqw7Xk07lyR/A7wZeC+tB5okSVome5BJkqTV4sbAd4HjgA8DVwDOBUjyEtowzbXAZ4DfAbcBng3cZzjkLclDgUNow9IOAU4FdgW+A/xkUwWc5L3AE4HfAP8BnA3cGXgFcI8k96qqCwe7bQd8q4vtUODywEOBg5IsVNX7B3W8DHgJ8EfgcFoPp2sDuwCPAb4CfBE4AfiHJP9cVecM6nwIcDXgwKq6YJmnN4rzD8BHaUMPHwF8McnOtGF8V6U9H5cFHgkckuTkqjq6F//WXXy70XpxvQ24YnfOhyS5XVW9YFD3G4H9aM/bu4G/0oZJ3gnYurt2s3D/brnJ2tAEj+qWByfZAbgfcE3gNOBLVXXKpJ26nmUHA+cAz6Q9N5IkaZlMkEmSpBU3pWfWSVV1cO/xrsCrh8mSJHvQkmPfAe5TVWf3tu1DG7L2MuCfu3VXoiVvFoC7VtX3e+XfAOx/Sc+nV/cTgcOAR1fVn3vbDgBeSpv/6k2DXW9L6+HzlFFPoC6unwDPBd7fO86etOTYL7tzGUuOJLkutF5FSd4JvB54LPDWQZ1P7pbv3ohTvC3tOj6tqha6+r5MG/53BC15tntVnd9t+yBwVHcOD+od51m05NjngQeMEoZd4u97wPOTfKaqvt2t34WWHDsB2Kmq1nbrX9jV+7+AZffIuriSbAW8qHt4VeButGtyBPCeFaz677rljsDHacnEkb8meXlVTZrkf39gd2DPqjo3bR4zSZK0TA6xlCRJm8NLJ/zsMyhzOpMn89+vW+7bT44BdAm2H9HmhRrZm5bQ+Eg/OdY5gNbDZlN4BnAh8MR+cqzzCuDMQVwj5wHP7A+Tq6qf0RJOt0hy5V7Zf+qWz5rUc6iqftN7+D7aRPRP6ZdJcjNaguqIqjpuOSfWi/NfRsmxzkdo57w98IxRcqyL5RvAScDtBsd5IlC0c76wV/53tOsE8KRe+dFQ01eNkmNd+fOB529E/JfUViy21X+iJcc+SEvynb++HS+ha3bL1wOfpA3n3I42r9hZwCsyuPtrkv8N/D/gnVX1lRWMTZKkSy17kEmSpBVXVVlGsR9PGf63M22I3cOmzHG1NXCNJFerqjOBO3Trvz4hjnOS/IiWMLrYklyRljA5A9i/jW5b4gLgFhPW/2LKHRBP7pbb0YY1QhuuWcAXNhRTVZ2Z5OPA45LsMuqRxWLvsXdu6BgDx1XVH/orquqiJKcD21TViRP2OYU2DBKALtl3E+CUqjp2Qvmvdcvb99ZNff6Ab9ASdCuuS4KlG7p4bdrdI18NfD/JXlV10gpVfZlu+UPg8VVV3ePDklwIfJqWKDyYFuBlaYm7U4HnrFBMkiRd6pkgkyRJq8VpU9ZfjcXePOtzJVqvrdFE7qdvZD0bY3sgwDWWEdfQ2VPWjxI/l+mt2w44a0IPtWneDjyO1ovs292E/I+nzdl2+EbGOa2n3YUb2Nb/fjl6Lk6dUn60frsJ+yx5/roE3ZlTjrUiugTVKcD7k/ycNtT3rbS5wVbCWbR2dXgvOTbyWdr8azsm2baba+75tATjHlX1xxWKSZKkSz2HWEqSpNVimAwYOYeWJMoGfn7VKw+ww5TjXWvCutEwwmn/eTi8e+Kojh9uKK4px1uus4Htk1xhOYWr6rvAD4CHJ9mexcn531dVs5jYfnSdJl1zaPOJ9cv1f1/y/CW5DO18ZqK7+cDZtLm+VsrPu+XZE+pfoLtxBe0mFtB63AU4srv7aCUp2rx1AHfp1i05niRJWmSCTJIkrXZH05JEt1xm+R90yyXDKJNsy9I5sqD12gG43oR9bsJ4Dye6njo/BW65wpOhH01Lfuy1Efu8g3ZnzMfRhlcWKzup/FTdEM0TgOskuemEInt0yx/01k19/oC7MsMREN2Q0auwssM8v9otbzWh/h2AqwN/og3vBfgy7aYPw59Duu2nd48/sHIhS5K05TNBJkmSVrs3dMv3JLn2cGOSbZLcubfqU7SE16OS/O2g+AEs7Q0GcCytZ87eSUaTpNP13HrzlLj+jTb/2UFJtpsQ1/ZJ7rBkr43zlm55YJLrTKhjyTraRPrn0Oaj2g34clWdcAnjuCQOoiX5Xt/1AAMgydWBF/fKjBzcLV/YTz4muTxtDrAVleR2U57PrWlDK9fQhjr2t10xyc2T/M0mCOHDtN5j+yS5da+ONcDruoeHjm54UFVvq6onDX+A53Vlj+/W7YckSZrKOcgkSdKqVlVfTfI8WnLkF0k+Rxs+diXg+rQk0DfpellV1R+TPJnWg+YbSQ6hzXW1K61XzlHA3QZ1/DXJm2gJmx8mOYz2PelewG+7n2FcByW5I/A04IQkXwR+TbuD5g27Ot4HPPUSnPuXkryii+uYJIfTJvPfoTufoxncDbSqzkvyfhbv/vmui1v/JvKvwL1pdxf9cff8XRF4GO2Oja+rqm+OClfVt5K8hXbnyP9OcijtJg170xKf0+YzmyjJrizeJfNK3fKmSQ7u1blPb5d9gCcnORL4FS1ZdW1gT9pQ0Z8Dzx5UsxNwBO3GArsP6n8S7bmCdsMCgPsnuW73+7FV9ZpeLGd07fdjwHeTfBL4Pa2d3wE4HviXZZy6JEnaCCbIJEnSqldVr03yLVrSZ1dasuQc2uTp76b1muqXPzTJXrQJ9B9Ou6PkUbQ7Yj6PQYKs81LgPGBf2tDE02hJigOAn02J6+lJPk9Lgt2TNhRzLS1R9nrgQxfzlPt1vCTJ0bRzvx+wDW3S/e8zfdjcQV35U2l3PZyZqvpLknsBzwQeRUt8XQj8GNi/qj46YbdnAMcBT6fdcOBM4DDgBd1+G+MmtBsV9F1zsG6f3u+fAK5Mu4Pozt3v59LawIHA26vqvI2of9cJ9d+m+4GWVHtNf2NVfSLJKbTzvU8Xw8ld/a+qqrOQJEmbVJbeHEeSJOnSq+s59HjghlV10myjWRlJ9qH1XntlVb14A8UlSZLmnnOQSZIkXYok2YrWW+tCZj+8UpIkaYvgEEtJkqRLgW6urd1oc2DdGnhrVf1mpkFJkiRtIUyQSZIkXTrckzaP2lrgPbS7WEqSJGkZnINMkiRJkiRJc805yCRJkiRJkjTXTJBJkiRJkiRprpkgkyRJkiRJ0lwzQSZJkiRJkqS5ZoJMkiRJkiRJc80EmSRJkiRJkuaaCTJJkiRJkiTNNRNkkiRJkiRJmmsmyCRJkiRJkjTXTJBJkiRJkiRprpkgkyRJkiRJ0lwzQSZJkiRJkqS5ZoJMkiRJkiRJc+1/ALCFokRJffeyAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "image/png": { "height": 424, "width": 612 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig, ax = plt.subplots(figsize=[10,7])\n", "echelle.plot_echelle(pg.frequency.value, pg.power.value, 13.164, scale='sqrt', smooth=True, ax=ax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And that's mostly it! There are a lot of extra parameters that can be passed into the functions. So check out the docs." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 2 }