{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 13. Stochastic differentiation\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Design principles**\n", "\n", "- Fast positive feedback combined with slow negative feedback can combine to give excitable circuits.\n", "\n", "**Concepts**\n", "\n", "- Excitable circuits have a unique, globally attracting rest state and a large stimulus can send the system on a long excursion before it returns to the resting state.\n", "\n", "**Techniques**\n", "\n", "- Plots of phase portraits.\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
\n", " \n", " Loading BokehJS ...\n", "
" ] }, "metadata": {}, "output_type": "display_data" }, { "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? */\n", " safe: true,\n", " /* Index of renderer in `output_area.display_order` */\n", " index: 0\n", " });\n", " }\n", "\n", " // register the mime type if in Jupyter Notebook environment and previously unregistered\n", " if (root.Jupyter !== undefined) {\n", " var events = require('base/js/events');\n", " var OutputArea = require('notebook/js/outputarea').OutputArea;\n", "\n", " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", " register_renderer(events, OutputArea);\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", " \"\\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(\"1001\");\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-2.0.2.min.js\": \"ufR9RFnRs6lniiaFvtJziE0YeidtAgBRH6ux2oUItHw5WTvE1zuk9uzhUU/FJXDp\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.0.2.min.js\": \"8QM/PGWBT+IssZuRcDcjzwIh1mkOmJSoNMmyYDZbCfXJg3Ap1lEvdVgFuSAwhb/J\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.0.2.min.js\": \"Jm8cH3Rg0P6UeZhVY5cLy1WzKajUT9KImCY+76hEqrcJt59/d8GPvFHjCkYgnSIn\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.0.2.min.js\": \"Ozhzj+SI7ywm74aOI/UajcWz+C0NjsPunEVyVIrxzYkB+jA+2tUw8x5xJCbVtK5I\"};\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-2.0.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.0.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.0.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.0.2.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", " if (force === true) {\n", " display_loaded();\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(\"1001\")).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 \"\\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(\"1001\");\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-2.0.2.min.js\": \"ufR9RFnRs6lniiaFvtJziE0YeidtAgBRH6ux2oUItHw5WTvE1zuk9uzhUU/FJXDp\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.0.2.min.js\": \"8QM/PGWBT+IssZuRcDcjzwIh1mkOmJSoNMmyYDZbCfXJg3Ap1lEvdVgFuSAwhb/J\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.0.2.min.js\": \"Jm8cH3Rg0P6UeZhVY5cLy1WzKajUT9KImCY+76hEqrcJt59/d8GPvFHjCkYgnSIn\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.0.2.min.js\": \"Ozhzj+SI7ywm74aOI/UajcWz+C0NjsPunEVyVIrxzYkB+jA+2tUw8x5xJCbVtK5I\"};\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-2.0.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.0.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.0.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.0.2.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 if (force === true) {\n display_loaded();\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(\"1001\")).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" } ], "source": [ "import collections\n", "import tqdm\n", "\n", "import pandas as pd\n", "import numpy as np\n", "import scipy.integrate\n", "import numba\n", "\n", "import biocircuits\n", "\n", "import bokeh.io\n", "import bokeh.plotting\n", "\n", "import colorcet\n", "import bokeh_catplot\n", "\n", "bokeh.io.output_notebook()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "**Note**: To run this notebook, you will need to update the biocircuits package, which can be done by doing `pip install --upgrade biocircuits` on the command line.\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Noise: A bug or feature?\n", "\n", "In the past two lessons, we have studied noise, how it comes about, how to quantify it, and how to take it into account when we study the dynamics of biological circuits. Noise is certainly a part of biological circuits, but is noise a bug for a feature?\n", "\n", "We often regard noise as an unavoidable nuisance in biological life, especially at the scale of an individual cell. Perhaps we have this view because noise, by design, is generally absent from electronic circuits, which operate essentially deterministically. But perhaps noise could provide functional enabling capabilities for cells and organisms. If so, we can think about what these capabilities may be, and further how they are implemented by the circuits." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Excitability as a property of a dynamical system\n", "\n", "We have seen seen several properties of dynamical systems enable cellular capabilities. Examples are in the table below.\n", "\n", "|Dynamical system property | Cellular capability|\n", "|:----|:----|\n", "|Monostable fixed point | Remain in a constant state|\n", "| Bistability| Exist in multiple epigenetically stable states (e.g., toggle switch) |\n", "| Limit cycles | Ability to maintain oscillations (e.g., repressilator) |\n", "\n", "In this lesson, we will discuss how another property of dynamical systems, that of **excitability**, may be used to enable probabilistic and transient differentiation events. We will discuss this in the context of [**cellular competence**](https://en.wikipedia.org/wiki/Natural_competence), which we discuss in the next section.\n", "\n", "Excitability is tricky to define. Borrowing from Strogatz (in _Nonlinear Dynamics and Chaos_) an excitable system has two key properties:\n", "\n", "1. It has a unique, globally attracting rest state;\n", "2. A large enough stimulus can send the system on a long excursion before it returns to the resting state.\n", "\n", "A forest is a classic example of an excitable system. Its resting state consists of many trees peacefully photosynthesizing and providing shade for hikers. Occasionally, though, an errant lightning strike or a careless camper can perturb the system on a large excursion wherein the forest burns, recovers, and then grows back again.\n", "\n", "
\n", "\n", "![forest fires](figs/forest_fires.png)\n", " \n", "
\n", "\n", "The membrane potentials of neurons are also excitable systems. When resting, they sit at their postsynaptic potential (PSP) and a stimulus results in them relaxing immediately back to their PSP. However, when they are excitable, a stimulus and lead to a big excursion wherein the membrane potential grows far beyond the PSP, before returning back to the PSP. This excursion is called a spike.\n", "\n", "\n", "
\n", "\n", "![Izhikevich spike](figs/izhikevich_spike.png)\n", "\n", "
\n", "\n", "(Image adapted from [Izhikevich, Dynamical Systems in Neuroscience, 2007]( https://www.izhikevich.org/publications/dsn/index.htm).)\n", "\n", "Importantly, stochastic fluctuations can be the source of the perturbation that pushes an excitable circuit off on one of its excursions." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Cellular competence\n", "\n", "When stressed, bacterial species, like _Bacillus subtilis_, have several responses.\n", "\n", "
\n", "\n", "![bacillus stress](figs/bacillus_stress.png)\n", "\n", "
\n", "\n", "\n", "In particular, they can become [**competent**](https://en.wikipedia.org/wiki/Natural_competence), which means that they can take up environmental DNA. There is plenty of speculation as to the evolutionary advantage of competence, but we will not discuss that here. Rather, we will discuss the circuit governing how _B. subtilis_ cells switch between a non-competent state, called a **vegetative state** to a competent one. \n", "\n", "The response of individual cells to a stress is heterogeneous; some cells sporulate, some remain vegetative, some become competent, some die, etc.\n", "\n", "
\n", "\n", "![Bacillus heterogeneous](figs/bacillus_heterogeneous.png)\n", "\n", "
\n", "\n", "\n", "We can see this even more clearly in time lapse video. As we will discuss in a moment when we introduce the circuit responsible for competence, competent cells show up as pink/purple in the [movie below](figs/competence_comG_comK.mp4).\n", "\n", "
\n", "\n", "\n", "\n", "
\n", "\n", "In the video, it is evident that competence is both probabilistic (only a few cells become competent) and transient (competence is a temporary condition). These are hallmarks of excitability, and we will not examine the genetic circuit responsible for this excitability. In particular, we see to address the following questions.\n", "\n", "- How do cells enter and exit competence?\n", "- How do cells regulate the frequency and duration of competence?\n", "- Can these properties be tuned?\n", "- Is noise necessary to induce competence?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The _B. subtilis_ competence circuit\n", "\n", "The genetic circuit responsible for competence is connected to receptors responsible for sensing the environment and other circuits within the cell. The result can be a bit complicated, as shown in the figure below.\n", "\n", "
\n", " \n", "![Hamoan Com circuit](figs/hamoen_com_circuit.png)\n", " \n", "
\n", "\n", "Image taken from [Hamoan, et al., Microbiology, 2003](https://dx.doi.org/10.1099/mic.0.26003-0)\n", "\n", "At the core of the circuit is ComK, which is necessary and sufficient for differentiation into competence. A simplified circuit, focusing on this ComK core, taken from [Süel, et al., *Nature*, 2006](https://doi.org/10.1038/nature04588), is shown below.\n", "\n", "
\n", " \n", "![Suel Com circuit](figs/competence_circuit_2006.png)\n", " \n", "
\n", "\n", "ComK activates its own transcription in a positive feedback loop (orange). ComK indirectly represses ComS (as marked by the dashed line). ComK is also degraded by the MecA–ClpP–ClpC complex (which we will call MecA for short), but so is ComS. This competition for degradation by MecA effectively means that ComS inhibits degradation of ComK by MecA. Finally, ComG is one of the genes activated by ComK that result in competence.\n", "\n", "Süel and coworkers inserted pairwise combinations of the promoters for *comK*, *comG* and *comS* expression YFP and CFP in *B. subtilis* to monitor the levels of those genes. This is why the competent cells appeard purple in the movie above; both ComK (blue channel) and ComG (red channel) are active in competent cells.\n", "\n", "We can look at the circuit to reason how it might be excitable. Imagine there is a transient excitement of ComK levels. This excitement is amplified by positive feedback (the orange arrows), leading to more production of ComK. There is enough ComS around to keep MecA from degrading the ComK molecules that are made due to the positive feedback. On a longer time scale, however, production of ComS gets inhibited, which results in the MecA complex starting to degrade ComK instead of ComS. This brings ComK back to its pre-excitedment level. In this sense, ComS serves to help initiate competence by reducing degradation of ComK, but also serves to bring the exit of competence when it is repressed by the excessive ComK.\n", "\n", "This leads to a design principle. **Fast positive feedback combined with slow negative feedback can combine to give excitable circuits.**\n", "\n", "In what follows, we will explore this competence circuit in more detail to get a quantitative understanding of how it works." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## A model for the ComK circuit\n", "\n", "To model the ComK circuit, we will follow the logic of Süel, et al. ([*Science*, 2007](https://doi.org/10.1126/science.1137455)). The MecA complex degrades ComK and ComS. ComS serves to inhibit this degradation by tying up the MecA complex in degrading itself. That is, there are two competing reactions: degradation of ComK and degradation of ComS. We take both of these reaction to have Michaelis-Menten kinetics, giving the reaction schemes\n", "\n", "\\begin{align}\n", "&\\text{MecA} + \\text{ComK} \\stackrel{\\gamma_{\\pm a}}{\\rightleftharpoons} \\text{MecA-ComK} \\stackrel{\\gamma_1}{\\rightarrow} \\text{MecA} \\\\[1em]\n", "&\\text{MecA} + \\text{ComS} \\stackrel{\\gamma_{\\pm b}}{\\rightleftharpoons} \\text{MecA-ComS} \\stackrel{\\gamma_2}{\\rightarrow} \\text{MecA}.\n", "\\end{align}\n", "\n", "ComK is also known to indirectly inhibit expression of ComS, denoted by the dashed arrow. We take this to be described by a Hill function. Finally, ComK has a basal expression level. We can therefore write the dynamical equations for ComK and the MecA-ComK complex as\n", "\n", "\\begin{align}\n", "\\frac{\\mathrm{d}K}{\\mathrm{d}t}&= \\alpha_k + \\beta_k\\,\\frac{K^n}{k_k^n + K^n} - \\gamma_a M_f K + \\gamma_{-a}M_K - \\gamma_k K,\\\\[1em]\n", "\\frac{\\mathrm{d}M_K}{\\mathrm{d}t} &= -(\\gamma_{-a} + \\gamma_1)M_K + \\gamma_aM_f K,\n", "\\end{align}\n", "\n", "where we have denoted the concentration of MecA-ComK as $M_K$ and of free MecA as $M_f$. We have also assumed that ComK undergoes non-catalyzed degradation, characterized by degradation rate $\\gamma_k$.\n", "\n", "We write the influence of ComK on ComS expression as a repressive Hill function. With our assumption of Michaelis-Menten kinetics on ComS degradation by MecA, we can now write the dynamical equations for ComS and the ComS-MecA complex.\n", "\n", "\\begin{align}\n", "\\frac{\\mathrm{d}S}{\\mathrm{d}t}&= \\frac{\\beta_s}{1 + (K/k_s)^p} - \\gamma_b M_f S + \\gamma_{-b}M_S - \\gamma_s S,\\\\[1em]\n", "\\frac{\\mathrm{d}M_S}{\\mathrm{d}t} &= -(\\gamma_{-b} + \\gamma_2)M_S + \\gamma_b M_f S.\n", "\\end{align}\n", "\n", "Now, if we assume that the conversion of the MecA-Com complexes are very fast ($\\gamma_1$ and $\\gamma_2$ are large), we can make a pseudo-steady state approximation such that $\\mathrm{d}M_K/\\mathrm{d}t \\approx \\mathrm{d}M_S/\\mathrm{d}t \\approx 0$. Finally, if we assume that the total amount of MecA complex is conserved, i.e., $M_f + M_K + M_S = M_\\mathrm{total} \\approx \\text{constant}$, we can simply our expressions. Specifically, we now have\n", "\n", "\\begin{align}\n", "\\frac{\\mathrm{d}K}{\\mathrm{d}t}&= \\alpha_k + \\beta_k\\,\\frac{K^n}{k_k^n + K^n} -\\gamma_1M_K - \\gamma_k K,\\\\[1em]\n", "\\frac{\\mathrm{d}S}{\\mathrm{d}t}&= \\alpha_s + \\frac{\\beta_s}{1 + (K/k_s)^p} - \\gamma_2 M_S - \\gamma_s S.\n", "\\end{align}\n", "\n", "We can get expressions for $M_K$ and $M_S$ in terms of $M_\\mathrm{total}$, $K$, and $S$ by using the relations following our two assumptions,\n", "\n", "\\begin{align}\n", "-(\\gamma_{-a} + \\gamma_1)M_K + \\gamma_a(M_\\mathrm{total} - M_K - M_S) K &= 0,\\\\[1em]\n", "-(\\gamma_{-b} + \\gamma_2)M_S + \\gamma_b(M_\\mathrm{total} - M_K - M_S) S &= 0.\n", "\\end{align}\n", "\n", "We can write these in a more convenient form to eliminate $M_K$ and $M_S$.\n", "\n", "\\begin{align}\n", "(\\gamma_{-a} + \\gamma_1 + \\gamma_a K)M_K + \\gamma_a K M_S &= \\gamma_a M_\\mathrm{total} K \\\\[1em]\n", "\\gamma_b S M_K + (\\gamma_{-b} + \\gamma_2 + \\gamma_b S)M_S &= \\gamma_b M_\\mathrm{total} S.\n", "\\end{align}\n", "\n", "Solving this system of linear equations for $M_K$ and $M_S$ yields\n", "\n", "\\begin{align}\n", "M_K &= M_\\mathrm{total}\\,\\frac{K/\\Gamma_k}{1 + K/\\Gamma_k + S/\\Gamma_s}, \\\\[1em]\n", "M_S &= M_\\mathrm{total}\\,\\frac{S/\\Gamma_s}{1 + K/\\Gamma_k + S/\\Gamma_s},\n", "\\end{align}\n", "\n", "where $\\Gamma_k \\equiv (\\gamma_{-a} + \\gamma_1)/\\gamma_a$ and $\\Gamma_k \\equiv (\\gamma_{-b} + \\gamma_2)/\\gamma_b$. Inserting these expressions back into our ODEs for the $K$ and $S$ dynamics and defining $\\delta_k\\equiv \\gamma_1 M_\\mathrm{total}/\\Gamma_k$ and $\\delta_s \\equiv\\gamma_2 M_\\mathrm{total}/\\Gamma_s$ for notational convenience yields\n", "\n", "\\begin{align}\n", "\\frac{\\mathrm{d}K}{\\mathrm{d}t}&= \\alpha_k + \\beta_k\\,\\frac{K^n}{k_k^n + K^n} - \\frac{\\delta_k K}{1 + K/\\Gamma_k + S/\\Gamma_s} - \\gamma_k K\\\\[1em]\n", "\\frac{\\mathrm{d}S}{\\mathrm{d}t}&= \\alpha_s + \\frac{\\beta_s}{1 + (K/k_s)^p} - \\frac{\\delta_s S}{1 + K/\\Gamma_k + S/\\Gamma_s} - \\gamma_s S.\n", "\\end{align}\n", "\n", "We will nondimensinalize time by the rate of ComK degradation by the MecA complex, $\\delta_k$. The parameters $\\Gamma_k$ and $\\Gamma_s$ are natural choices for nondimensionalizing $K$ and $S$. The resulting dimensionless equations are\n", "\n", "\\begin{align}\n", "\\frac{\\mathrm{d}k}{\\mathrm{d}t}&= a_k + \\frac{b_k\\,(k/\\kappa_k)^n}{1 + (k/\\kappa_k)^n} - \\frac{k}{1 + k + s} - \\gamma_k k, \\\\[1em]\n", "\\frac{\\mathrm{d}s}{\\mathrm{d}t}&= a_s + \\frac{b_s}{1 + (k/\\kappa_s)^p} - \\frac{s}{1 + k + s} - \\gamma_s s.\n", "\\end{align}\n", "\n", "It is left to the reader to work out the relationships between the dimensionless and dimensional parameters." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Analysis of the dynamical system\n", "\n", "Now that we have our dynamic system set up, we can begin analysis. We will start by defining parameters for the system, using the parameters specified in the [Süel, et al. paper](https://doi.org/10.1126/science.1137455). For convenience, we will store the parameters in a container." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "CompetenceParams = collections.namedtuple(\n", " \"CompetenceParams\",\n", " [\n", " \"a_k\",\n", " \"a_s\",\n", " \"b_k\",\n", " \"b_s\",\n", " \"kappa_k\",\n", " \"kappa_s\",\n", " \"gamma_k\",\n", " \"gamma_s\",\n", " \"n\",\n", " \"p\",\n", " ],\n", ")\n", "\n", "params = CompetenceParams(\n", " a_k=0.00035,\n", " a_s=0.0,\n", " b_k=0.3,\n", " b_s=3.0,\n", " kappa_k=0.2,\n", " kappa_s=1 / 30,\n", " gamma_k=0.1,\n", " gamma_s=0.1,\n", " n=2,\n", " p=5,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the parameters in hand, we can define the time derivatives for the dimensionless ComK and ComS concentrations." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "def dk_dt(k, s, p):\n", " \"\"\"p is a CompetenceParams instance\"\"\"\n", " return (\n", " p.a_k\n", " + p.b_k * k ** p.n / (p.kappa_k ** p.n + k ** p.n)\n", " - k / (1 + k + s)\n", " - p.gamma_k * k\n", " )\n", "\n", "\n", "def ds_dt(k, s, p):\n", " return (\n", " p.a_s\n", " + p.b_s / (1 + (k / p.kappa_s) ** p.p)\n", " - s / (1 + k + s)\n", " - p.gamma_s * s\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We have seen that plotting the nullclines is a useful exercise, as this exposes the fixed points. This this system, the nullclines are most easily represented in for form $s(k)$, that is, $s$ as a function of $k$. These are easily derived by setting $\\mathrm{d}k/\\mathrm{d}t$ and $\\mathrm{d}s/\\mathrm{d}t$ equal to zero.\n", "\n", "\\begin{align}\n", "&\\frac{\\mathrm{d}k}{\\mathrm{d}t} = 0 \\;\\Rightarrow s\\; = \\frac{k}{a_k - \\gamma_k k + b_k k^n / (\\kappa_k^n + k^n)} - k - 1.\n", "\\end{align}\n", "\n", "The nullcline given by $\\mathrm{d}s/\\mathrm{d}t = 0$ is the positive root of the quadratic polynomial equation $as^2 + b s + c = 0$ with \n", "\n", "\\begin{align}\n", "a &= \\gamma_s,\\\\[1em]\n", "b &= 1 + \\gamma_s(1+k) - A,\\\\[1em]\n", "c &= -A(1+k),\n", "\\end{align}\n", "\n", "with \n", "\n", "\\begin{align}\n", "A = a_s + \\frac{b_s}{(1 + (k/\\kappa_s)^p}.\n", "\\end{align}\n", "\n", "We can code these up." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def k_nullcline(k, p):\n", " abk = (\n", " p.a_k\n", " + p.b_k * k ** p.n / (p.kappa_k ** p.n + k ** p.n)\n", " - p.gamma_k * k\n", " )\n", " return k / abk - k - 1\n", "\n", "\n", "def s_nullcline(k, p):\n", " A = p.a_s + p.b_s / (1 + (k / p.kappa_s) ** p.p)\n", " a = p.gamma_s\n", " b = 1 - A + p.gamma_s * (1 + k)\n", " c = -A * (1 + k)\n", "\n", " return -2 * c / (b + np.sqrt(b ** 2 - 4 * a * c))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will being our graphical analysis by plotting the nullclines, as we have done in past lessons. Knowing what our demands will be in a moment when plotting the phase portrait, we will write a function to plot the nullclines where the $k$ and $s$ axes are on a logarithmic scale and also on a linear scale." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def plot_nullclines(k_range, s_range, params, log=True, p=None, **kwargs):\n", " \"\"\"\n", " Compute and plot the nullclines.\n", " \"\"\"\n", " if log:\n", " x_range = np.log10(k_range)\n", " y_range = np.log10(s_range)\n", " else:\n", " x_range = k_range\n", " y_range = s_range\n", " \n", " if p is None:\n", " p = bokeh.plotting.figure(\n", " frame_width=260,\n", " frame_height=260,\n", " x_axis_label=\"log₁₀ k\",\n", " y_axis_label=\"log₁₀ s\",\n", " x_range=x_range,\n", " y_range=y_range,\n", " **kwargs\n", " )\n", " \n", " def filter_out_of_range(k, s_nck, s_ncs):\n", " k_k = k.copy()\n", " k_s = k.copy()\n", " inds_k = np.logical_or(s_nck < s_range[0], s_nck > s_range[1])\n", " inds_s = np.logical_or(s_ncs < s_range[0], s_ncs > s_range[1])\n", " s_nck[inds_k] = np.nan\n", " s_ncs[inds_s] = np.nan\n", " k_k[inds_k] = np.nan\n", " k_s[inds_s] = np.nan\n", "\n", " return k_k, k_s, s_nck, s_ncs\n", "\n", "\n", " if log:\n", " k = np.logspace(np.log10(k_range[0]), np.log10(k_range[1]), 200)\n", " s_nck = k_nullcline(k, params)\n", " s_ncs = s_nullcline(k, params)\n", " k_k, k_s, s_nck, s_ncs = filter_out_of_range(k, s_nck, s_ncs)\n", " p.line(np.log10(k_k), np.log10(s_nck), color=\"#ff7f0e\", line_width=3)\n", " p.line(np.log10(k_s), np.log10(s_ncs), color=\"#9467bd\", line_width=3)\n", " else:\n", " k = np.linspace(k_range[0], k_range[1], 200)\n", " s_nck = k_nullcline(k, params)\n", " s_ncs = s_nullcline(k, params)\n", " k_k, k_s, s_nck, s_ncs = filter_out_of_range(k, s_nck, s_ncs)\n", " p.line(k_k, s_nck, color=\"#ff7f0e\")\n", " p.line(k_s, s_ncs, color=\"#9467bd\")\n", "\n", " return p" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now use this function to make the plot. We will use the parameter values from the Süel, et al. paper and make the plot with $k$ and $s$ on a logarithmic scale. Note that we are labeling our axes as \"log₁₀ k\" instead of choosing `x_axis_type = 'log'` as a keyword argument when building the figure. Our reason for doing this will become clear when we add a phase portrait to the plot." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", " \n", " var docs_json = {\"40e63267-1ff5-4f63-b12a-8b1abf0b5abb\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1011\"}],\"center\":[{\"id\":\"1014\"},{\"id\":\"1018\"}],\"frame_height\":260,\"frame_width\":260,\"left\":[{\"id\":\"1015\"}],\"renderers\":[{\"id\":\"1036\"},{\"id\":\"1041\"}],\"title\":{\"id\":\"1044\"},\"toolbar\":{\"id\":\"1026\"},\"x_range\":{\"id\":\"1003\"},\"x_scale\":{\"id\":\"1007\"},\"y_range\":{\"id\":\"1005\"},\"y_scale\":{\"id\":\"1009\"}},\"id\":\"1002\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"axis\":{\"id\":\"1011\"},\"ticker\":null},\"id\":\"1014\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1016\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1047\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"axis\":{\"id\":\"1015\"},\"dimension\":1,\"ticker\":null},\"id\":\"1018\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"1033\"}},\"id\":\"1037\",\"type\":\"CDSView\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1019\"},{\"id\":\"1020\"},{\"id\":\"1021\"},{\"id\":\"1022\"},{\"id\":\"1023\"},{\"id\":\"1024\"}]},\"id\":\"1026\",\"type\":\"Toolbar\"},{\"attributes\":{\"data_source\":{\"id\":\"1033\"},\"glyph\":{\"id\":\"1034\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1035\"},\"selection_glyph\":null,\"view\":{\"id\":\"1037\"}},\"id\":\"1036\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"end\":0.3010299956639812,\"start\":-3.0},\"id\":\"1003\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"1019\",\"type\":\"PanTool\"},{\"attributes\":{\"source\":{\"id\":\"1038\"}},\"id\":\"1042\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1012\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1045\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"1025\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"1020\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"text\":\"\"},\"id\":\"1044\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"1051\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1053\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"overlay\":{\"id\":\"1025\"}},\"id\":\"1021\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"1052\",\"type\":\"Selection\"},{\"attributes\":{\"end\":3.6989700043360187,\"start\":-3.0},\"id\":\"1005\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"1050\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1007\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1022\",\"type\":\"SaveTool\"},{\"attributes\":{\"axis_label\":\"log\\u2081\\u2080 s\",\"formatter\":{\"id\":\"1047\"},\"ticker\":{\"id\":\"1016\"}},\"id\":\"1015\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1023\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_color\":\"#ff7f0e\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1034\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1024\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"1009\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_color\":\"#9467bd\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1039\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9467bd\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1040\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"1052\"},\"selection_policy\":{\"id\":\"1053\"}},\"id\":\"1038\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis_label\":\"log\\u2081\\u2080 k\",\"formatter\":{\"id\":\"1045\"},\"ticker\":{\"id\":\"1012\"}},\"id\":\"1011\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#ff7f0e\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1035\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAACMDEyDAQB94HwImRYSAOvAfATlqSMBWaB8ASI8NAHHgHwNbr81AjVgfAm7QkYSo0B8BgfVVxMRIHwCRGhoE48AbA6A63kT/OBsCt1+ehRqwGwHKgGLJNigbANmlJwlRoBsD6MXrSW0YGwL/6quJiJAbAhMPb8mkCBsBIjAwDceAFwAxVPRN4vgXA0R1uI3+cBcCW5p4zhnoFwFqvz0ONWAXAHngAVJQ2BcDjQDFkmxQFwKgJYnSi8gTAbNKShKnQBMAwm8OUsK4EwPVj9KS3jATAuiwltb5qBMB+9VXFxUgEwEK+htXMJgTAB4e35dMEBMDMT+j12uIDwJAYGQbiwAPAVOFJFumeA8AZqnom8HwDwN5yqzb3WgPAojvcRv44A8BmBA1XBRcDwCvNPWcM9QLA8JVudxPTAsC0Xp+HGrECwHgn0JchjwLAPfAAqChtAsACuTG4L0sCwMaBYsg2KQLAikqT2D0HAsBPE8ToROUBwBTc9PhLwwHA2KQlCVOhAcCcbVYZWn8BwGE2hylhXQHAJv+3OWg7AcDqx+hJbxkBwK6QGVp29wDAc1lKan3VAMA4Int6hLMAwPzqq4qLkQDAwLPcmpJvAMCFfA2rmU0AwEpFPrugKwDADg5vy6cJAMClrT+3Xc//vy4/oddri/+/t9AC+HlH/79AYmQYiAP/v8nzxTiWv/6/UoUnWaR7/r/bFol5sjf+v2So6pnA8/2/7TlMus6v/b92y63a3Gv9v/9cD/vqJ/2/iO5wG/nj/L8RgNI7B6D8v5oRNFwVXPy/I6OVfCMY/L+sNPecMdT7vzXGWL0/kPu/vle63U1M+79H6Rv+Wwj7v9B6fR5qxPq/WQzfPniA+r/inUBfhjz6v2svon+U+Pm/9MADoKK0+b99UmXAsHD5vwbkxuC+LPm/j3UoAc3o+L8YB4oh26T4v6GY60HpYPi/KipNYvcc+L+zu66CBdn3vzxNEKMTlfe/xd5xwyFR979OcNPjLw33v9cBNQQ+yfa/YJOWJEyF9r/pJPhEWkH2v3K2WWVo/fW/+0e7hXa59b+E2RymhHX1vw1rfsaSMfW/lvzf5qDt9L8fjkEHr6n0v6gfoye9ZfS/MbEESMsh9L+6QmZo2d3zv0PUx4jnmfO/zGUpqfVV879V94rJAxLzv96I7OkRzvK/ZxpOCiCK8r/wq68qLkbyv3k9EUs8AvK/As9ya0q+8b+LYNSLWHrxvxTyNaxmNvG/nYOXzHTy8L8mFfnsgq7wv6+mWg2RavC/ODi8LZ8m8L+AkzucWsXvv5S2/tx2Pe+/qNnBHZO17r+4/IRery3uv8gfSJ/Lpe2/3EIL4Ocd7b/wZc4gBJbsvwCJkWEgDuy/EKxUojyG678kzxfjWP7qvzjy2iN1duq/SBWeZJHu6b9YOGGlrWbpv2xbJObJ3ui/gH7nJuZW6L+QoapnAs/nv6DEbageR+e/tOcw6Tq/5r/ICvQpVzfmv9gtt2pzr+W/6FB6q48n5b/8cz3sq5/kvxCXAC3IF+S/ILrDbeSP478w3YauAAjjv0QASu8cgOK/WCMNMDn44b9oRtBwVXDhv3hpk7Fx6OC/jIxW8o1g4L8/XzNmVLHfv2ClueeMod6/gOs/acWR3b+oMcbq/YHcv9F3TGw2ctu/8L3S7W5i2r8QBFlvp1LZvzhK3/DfQti/YJBlchgz17+A1uvzUCPWv6AccnWJE9W/yGL49sED1L/wqH54+vPSvxDvBPoy5NG/MDWLe2vU0L+x9iL6R4nPv/+CL/24ac2/Pw88ACpKy79/m0gDmyrJv9AnVQYMC8e/ILRhCX3rxL9gQG4M7svCv5/Meg9frMC/4LEOJaAZvb9+yicrgtq4vwLjQDFkm7S/f/tZN0ZcsL9BKOZ6UDqov/2yMA4peJ+/ACoqTWL3jL/KRzQINgZkP3wmoqg+fZM//+EeSNs8oj/+sOw7F7uqPwJA3ZepnLE/YCfEkcfbtT+/DquL5Rq6Pz/2kYUDWr4/4W68v5BMwT+Q4q+8H2zDPz9Wo7mui8U/AcqWtj2rxz/APYqzzMrJP2+xfbBb6ss/ICVxreoJzj9wTDLVvBTQP1AGrFOEJNE/KMAl0ks00j//eZ9QE0TTPw==\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"ltMUANts3T8TfQHBR1LfP3s1CeuSmuA/WYH7OxCL4T8Ct4Xg7XriP4UK0hd7auM/sR6MAQVa5D/AsNw910nlPwjhUYI8OuY/j5qwJn8r5z+8o1Cs6R3oP1PNYkLHEek/Ji9TSWQH6j9sRF3XDv/qPzC+WkAX+es/sWvWotD17D+Ag3l8kfXtP6sPAki0+O4/xo4UJ5j/7z8sHDTNUIXwPzXHgaUdDfE/UP29c2uX8T8dzDUMdyTyP5fsxseBtPI/Q/6RGtJH8z8R7ak7tN7zPz3EhN96efQ/TcynBoAY9T/JhGLhJbz1P4cVK8jXZPY/S+7sRQsT9z9ES7AtQcf3PyDnXK4Ggvg/Pv02TPZD+T9LPyaVuA36P9gU+kUE4Po/dX6OY527+z/4Fk11UqH8P9LxR4D2kf0/xS+odVWO/j+A5odAH5f/Pz+VcJJhVgBA9Nj1n5jnAEApRccuuX4BQFOkmtN/GgJAmjQQGGC4AkDygBAO0FMDQCYWXrZ65QNAgpl8LcViBEB/ACzrjr4EQEbgea8r7ARAOxfiNyvkBEAyQtsy86cEQMQ5uzYHQQRAbXDG96q8A0ASgsoAcScDQKJ8/Rj6igJA1qttwbHtAUDPMJBadFMBQAR+/qBbvgBAaPY/UmQvAECVjJNcwU3/P8TrjFuDSf4/862ArIdR/T/2YsTaE2X8PzeFtwdZg/s/aXz5iYWr+j+umo2Gztz5P0e1Lc50Fvk/PCty+MZX+D9QqjrrIaD3P6DCpILw7vY/Q/qJxKpD9j+esW3e1J31P9aQQRL+/PQ/gTV4pr9g9D8ZG1Lku8jzP+UdpCmdNPM/u0IEEBWk8j/VNWSp2xbyP2r8GNGujPE/HlLMj1EF8T/L85+Qi4DwPzvuiEtR/O8/Ue+vtfD77j8HEwEnm//tPw9Xt2n8Bu0/ai0FscUR7D9DvBEQrR/rP4Q8/P9sMOo/ZuQ388ND6T+T2M30c1noPyQJSFJCcec/PS84T/eK5j+C/XnhXablPyy7d3VDw+Q/cLDduXfh4z++w0tyzADjP0crtlAVIeI/geVG1SdC4T+1iLI022PgPxRZKYoQDN8/EA4X4xJR3T/LV+BpdZbbP5stZDjz29k/PIMUokoh2D/dCNpbPWbWP63xtriQqtQ/gmzs/Q3u0j/BQfrRgjDRP54Q75SD484/XuQAO0Zjyz+745H4CuDHP3e5nDqeWcQ/S1FC+93PwD9xKDmHeYW6PzjaDoCKZLM//kSj8Hl6qD/LPTbuhkCUP0KEuJVAD4G/ovwk6Uqvor/Qr0QDcI+wvwAd7C8kx7e/+OrQPg38vr8DteGBZxXDvw464cemp8a/N1Z5nkkyyr/110ftWrLNv6H2wgovktC/rFdNXSFC0r99HP1krebTv7LIdisqfdW/O0eJnpwC17/24kpku3PYvwFa2OH3zNm/NFZ9jo0K27+dxi9fmCjcv43hlYIyI92/ztI1yZj23b+pBr3/U5/ev7ILnlpkGt+/KbNEGWtl37/r868Ezn7fvy21DJ7QZd+/CwvvzJ8a37+4wmWCTp7evwkQi8LD8t2/PJhYaZwa3b+Sb6phBBncv3PB5aeL8dq/CWoSTvun2b+S/tP3LUDYvyLayS7uvda/Kskaytsk1b+HjeijWHjTv8JtMxp8u9G/McDXyRjiz7/B3Wkv+TbMvzfwsEXceci/yNQ6hWmuxL+RdRjvt9fAv2CB20i18Lm/9OBMK9wksr8LcU4llJ6kvxLuI7RPlYO/WjLxzvO7lT+7bzVFZaiqP2fTqf37O7U/T12z+solvT9sEO98uIjCP8GyDp6Jf8Y/x/sIpZB3yj+YYH+QJnHOP9eUfj9hNtE/nmkCqXs10z88N+b/ODbVPxmhGUT8ONc/HVqNwjQ+2T97SxspXkbbPzwGVeYAUt0/4SK+17Jh3z932tIlDLvgP5A8eq/yx+E/poCG4e/X4j9qNkV+cOvjPw7xzpjsAuU/BbpCU+ke5j+cSWkI+z/nP2Q1APzHZug/jWlgtguU6T964V09m8jqP7dN5m5qBew/N37K3JJL7T/7KqOwXJzuP6yYAVpK+e8/YnX5ERSy8D/j8s+ukG/xP8gUQtRuNvI/vJi1P1UI8z/y7zLRW+fzPw==\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"1050\"},\"selection_policy\":{\"id\":\"1051\"}},\"id\":\"1033\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1038\"},\"glyph\":{\"id\":\"1039\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1040\"},\"selection_glyph\":null,\"view\":{\"id\":\"1042\"}},\"id\":\"1041\",\"type\":\"GlyphRenderer\"}],\"root_ids\":[\"1002\"]},\"title\":\"Bokeh Application\",\"version\":\"2.0.2\"}};\n", " var render_items = [{\"docid\":\"40e63267-1ff5-4f63-b12a-8b1abf0b5abb\",\"root_ids\":[\"1002\"],\"roots\":{\"1002\":\"abb4e864-97d9-4e1f-95e0-d8d84648cc85\"}}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", "\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " var attempts = 0;\n", " var timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "1002" } }, "output_type": "display_data" } ], "source": [ "k_range = np.array([1e-3, 2])\n", "s_range = np.array([1e-3, 5000])\n", "\n", "p = plot_nullclines(k_range, s_range, params, log=True)\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The nullclines have three crossings, implying three fixed points. To investigate the behavior near the fixed point, and indeed away from them as well, we can plot the **phase portrait**. A phase portrait is a plot displaying possible trajectories of a dynamical system in **phase space**, in this case on the $k$-$s$ plane. Let's generate a phase portrait using the `biocircuits` package (with the nullclines overlaid) to look at one, and then we will revisit how it is generated." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", " \n", " var docs_json = {\"ff1f743d-68c5-4c7c-ba30-f128366d8bdb\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1129\"}],\"center\":[{\"id\":\"1132\"},{\"id\":\"1136\"},{\"id\":\"1169\"},{\"id\":\"1172\"},{\"id\":\"1175\"},{\"id\":\"1178\"},{\"id\":\"1181\"},{\"id\":\"1184\"},{\"id\":\"1187\"},{\"id\":\"1190\"},{\"id\":\"1193\"},{\"id\":\"1196\"},{\"id\":\"1199\"},{\"id\":\"1202\"},{\"id\":\"1205\"},{\"id\":\"1208\"},{\"id\":\"1211\"},{\"id\":\"1214\"},{\"id\":\"1217\"},{\"id\":\"1220\"},{\"id\":\"1223\"},{\"id\":\"1226\"},{\"id\":\"1229\"},{\"id\":\"1232\"},{\"id\":\"1235\"},{\"id\":\"1238\"},{\"id\":\"1241\"},{\"id\":\"1244\"},{\"id\":\"1247\"},{\"id\":\"1250\"},{\"id\":\"1253\"},{\"id\":\"1256\"},{\"id\":\"1259\"},{\"id\":\"1262\"},{\"id\":\"1265\"},{\"id\":\"1268\"},{\"id\":\"1271\"},{\"id\":\"1274\"},{\"id\":\"1277\"},{\"id\":\"1280\"},{\"id\":\"1283\"},{\"id\":\"1286\"},{\"id\":\"1289\"},{\"id\":\"1292\"},{\"id\":\"1295\"},{\"id\":\"1298\"},{\"id\":\"1301\"},{\"id\":\"1304\"},{\"id\":\"1307\"},{\"id\":\"1310\"},{\"id\":\"1313\"},{\"id\":\"1316\"},{\"id\":\"1319\"},{\"id\":\"1322\"},{\"id\":\"1325\"},{\"id\":\"1328\"},{\"id\":\"1331\"},{\"id\":\"1334\"},{\"id\":\"1337\"},{\"id\":\"1340\"},{\"id\":\"1343\"},{\"id\":\"1346\"},{\"id\":\"1349\"},{\"id\":\"1352\"},{\"id\":\"1355\"},{\"id\":\"1358\"},{\"id\":\"1361\"},{\"id\":\"1364\"},{\"id\":\"1367\"},{\"id\":\"1370\"}],\"frame_height\":260,\"frame_width\":260,\"left\":[{\"id\":\"1133\"}],\"renderers\":[{\"id\":\"1154\"},{\"id\":\"1159\"},{\"id\":\"1166\"}],\"title\":{\"id\":\"1384\"},\"toolbar\":{\"id\":\"1144\"},\"x_range\":{\"id\":\"1161\"},\"x_scale\":{\"id\":\"1125\"},\"y_range\":{\"id\":\"1162\"},\"y_scale\":{\"id\":\"1127\"}},\"id\":\"1120\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"1125\",\"type\":\"LinearScale\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1270\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"1140\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"field\":\"line_width\"},\"xs\":{\"field\":\"xs\"},\"ys\":{\"field\":\"ys\"}},\"id\":\"1165\",\"type\":\"MultiLine\"},{\"attributes\":{\"end\":{\"id\":\"1177\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.542462917393715},\"x_start\":{\"value\":-2.541827050181807},\"y_end\":{\"value\":-1.7594665553982736},\"y_start\":{\"value\":-1.8722359644422237}},\"id\":\"1178\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1270\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.06566058075352799},\"x_start\":{\"value\":-0.027591706087282564},\"y_end\":{\"value\":-1.2027689347343369},\"y_start\":{\"value\":-1.1206597074813347}},\"id\":\"1271\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1267\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.06744009259260175},\"x_start\":{\"value\":-0.029158875486200664},\"y_end\":{\"value\":-1.4321366689722805},\"y_start\":{\"value\":-1.3504369474174065}},\"id\":\"1268\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1222\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.2155726815190837},\"x_start\":{\"value\":-0.18171768510012853},\"y_end\":{\"value\":-2.1297277713215994},\"y_start\":{\"value\":-2.040363171974729}},\"id\":\"1223\",\"type\":\"Arrow\"},{\"attributes\":{\"data\":{\"line_width\":[2.999999999055495,2.999999999055495,1.99083155429192,1.3866124901339087,1.0256342320880745,0.8131664083627742,0.68595947952428,0.6099685543249487,0.5652504210265423,0.538493478082151,0.5225337958314228,0.5131732944551094,0.5076182707623719,0.5043531350840926,0.5024699273139405,0.5013796783676878,0.5007468289425783,0.5007468289425783,0.500506686285508,0.500506686285508,0.5003599402319094,0.5002565135146879,0.5001915042382779,0.5001414511263031,0.5001019341304285,0.5000661804163516,0.5000355956993198,0.5000355956993198,0.5000174813496523,0.5000174813496523,0.5000112857472179,0.5000112857472179,0.5000090432869292,0.5000073566161604,0.500007206217812,0.500007176797874,0.500007176797874,0.5000071629847782,0.5000071629847782,0.5000070509233436,0.5000069751525273,0.5000069388950034,0.5000069305307426,0.5000069326745558,0.5000069256668503,0.5000069063614515,0.500006888415478,0.500006880684154,0.5000068833684619,0.5000068899459098,0.5000068895068539,0.5000068798006945,0.5000068697161214,0.5000068660525963,0.5000068696713941,0.5000068759397176,0.5000068765357748,0.5000068696556902,0.5000068622384652,0.5000068599263462,0.5000068635894938,0.5000068693238531,0.5000068701242548,0.5000068645272082,0.5000068584359396,0.5000068567782285,0.5000068603447314,0.5000068656124882,0.5000068664088937,0.5000068615407112,0.5000068562580071,0.5000068549921095,0.50000685844074,0.500006863316289,0.5000068640427928,0.5000068596499168,0.5000068549271288,0.500006853929619,0.5000068572632896,0.5000068618032127,0.5000068624375364,0.5000068583853874,0.5000068540852081,0.5000068532889084,0.5000068565147653,0.5000068607604766,0.5000068612963455,0.5000068575060362,0.5000068535449518,0.500006852909168,0.5000068560339834,0.5000068600162862,0.5000068604540513,0.5000068568759453,0.5000068531993453,0.5000068526972714,0.5000068557265464,0.5000068594690612,0.5000068598120487,0.5000068564131961,0.5000068529832415,0.500006852595962,0.5000068555339738,0.5000068590554485,0.5000068593083801,0.5000068560659482,0.500006852855108,0.5000068525684799,0.5000068554185382,0.5000068587343685,0.5000068589026136,0.5000068558001906,0.5000068527875602,0.5000068525904753,0.5000068553551811,0.500006858478415,0.500006858567607,0.500006855593,0.5000068527620893,0.5000068526454579,0.5000068553269139,0.5000068582689171,0.5000068582847419,0.5000068554286065,0.5000068527659595,0.5000068527220852,0.500006855322056,2.9999997094960857,2.9999997094960857,1.9908315617921863,1.3866127116656715,1.0256346442111228,0.8131670028451043,0.6859603657264743,0.6099699083809559,0.5652523707391834,0.5384966235124125,0.5225389577349429,0.5131809138173296,0.5076305439500276,0.504372017341378,0.5024937074806823,0.5014092448001227,0.5007756238814122,0.5007756238814122,0.5004836187791413,2.999997731181864,2.999997731181864,1.9908305929828103,1.38661237516563,1.0256347338900738,0.8131673973674969,0.6859610841802143,0.6099710485766223,0.5652540092820437,0.5384992222025595,0.522543171507521,0.513187112175598,0.5076405520070413,0.5043876845851515,0.5025141382567885,0.5014363765913205,2.9999893244049094,2.9999893244049094,1.990825834699144,1.3866098217328722,1.0256335331448714,0.8131670320340474,0.6859613227547003,0.609971815468284,0.5652552696886406,0.538501266689076,0.5225464609933829,0.5131919410255111,2.9999561291173977,2.9999561291173977,1.99080637107283,1.3865985929504152,1.0256272473478154,0.8131636811773834,0.6859597978376644,0.6099714929942324,0.5652557760389825,0.5385026009406904,0.5225488191536344,0.5131954596385635,0.5076540663266835,0.5044091273407232,0.5025430345849897,0.5014769394106062,0.5008586992892469,0.5004894975832377,0.5002593264742591,0.5002593264742591,0.5001770147328686,0.5001770147328686,0.5001218800435264,0.5001218800435264,2.9998296569076786,2.9998296569076786,1.9907313971555414,1.3865544592884131,1.0256015505467355,0.8131488493846429,0.6859515075107998,0.6099671699822063,0.5652538503948479,0.5385022962355599,0.5225498001826048,0.5131975393335626,0.5076577231201229,0.5044151962020949,0.5025516394874534,0.5014897338064059,0.5008764400900225,2.999355827468472,2.999355827468472,1.9904496608948938,1.3863877338626862,1.025503535564514,0.8130912804108921,0.685918158070657,0.6099482971844595,0.565243453353556,0.5384969130094556,0.5225475025208816,0.5131971780900215,0.5076589817413406,0.5044181592197818,0.5025564556003986,0.50149765536306,0.5008883188435458,0.5005319927718921,0.5003118347855654,0.5001666576108114,0.5001666576108114,0.5001049357278391,0.5001049357278391,0.5000706487153824,2.9975516210870463,2.9975516210870463,1.9893752157520357,1.385750208212939,1.0251270243205781,0.8128683979621099,0.6857872262099474,0.6098722517711973,0.5651997197727062,0.5384725200138816,0.5225345203207293,0.5131905569589513,0.5076558638088486,0.5044172750659379,0.5025573396321322,0.501500724143779,0.5008944814318698,0.5005431711044142,2.990943503293625,2.990943503293625,1.9854401364074619,1.3834155172251648,1.0237484023594776,0.8120525361016817,0.6853063289465257,0.6095909367308968,0.5650357822408074,0.5383785826365757,0.5224819985789635,0.5131622693329326,0.5076411063347759,0.504409245834911,0.5025529908204454,0.5014986365681093,0.5008948422096865,0.5005471057415802,2.965781254360989,2.965781254360989,1.9704475694474002,1.3745117524995738,1.0184821609658699,0.8089274119018623,0.6834648473517501,0.6085164676242338,0.5644126490514545,0.538025031311361,0.5222885402940401,0.5130566764413678,0.5075859838305727,0.5043811805478823,0.5025382806340774,0.5014895749558297,0.5008889291859427,0.5005437807995227,2.8777108855414557,2.8777108855414557,1.9179615963631182,1.3433309844149899,1.000029490219261,0.797966758173619,0.676989463333061,0.6047201359820946,0.5621930704780155,0.5367482940321675,0.5215732528685557,0.5126752744372348,0.5073918363737605,0.5042885676887057,0.5024950241609596,0.5014676649299907,0.5008752091504025,0.5005329928543403,2.5923996395199853,2.5923996395199853,1.7479685980108328,1.2423814855278188,0.9403275250033063,0.7625442621936753,0.6561021671369631,0.5925143687864082,0.5550967861080925,0.5327067056887645,0.5193216793945401,0.51144396113474,0.5067699477436778,0.5039929341997522,0.5023664247903737,0.5014139271862945,0.5008498267134931,0.5005160631121544,0.5003172668029328,0.5001980582099768,0.5001278435128925,0.5000877835902536,0.5000607664702522,1.9492471886420697,1.9492471886420697,1.3646742497669477,1.0146700871682632,0.8055638569970225,0.6824910588177929,0.6088021177003848,0.5647768586868525,0.5388704879185008,0.5233613172078297,0.5140977086448114,0.5086221850057058,0.5053234129797777,0.5033163326863609,0.5020792310831932,0.501305251767005,0.5008101879441528,0.5004995129604763,0.500304839888916,0.5001857436727574,0.5001174544422526,0.5000841287184745,1.1753396533629468,1.1753396533629468,0.9033854324985253,0.7405528104788348,0.6432650309734091,0.5860073896090475,0.5517168004531762,0.5312184263259422,0.5192761853905243,0.5121005951164282,0.7247866775132461,0.7247866775132461,0.6348544743157483,0.580998123344447,0.548807401436806,0.5298540746410634,0.5184781465729493,0.5116421772935491,0.5078186475938523,0.5632533988377831,0.5632533988377831,0.5382388730538403,0.5232727767699212,0.5146408792621183,0.5095101959100288,0.5063626899877924,0.5038104904590147,0.5038104904590147,0.5027708388462218,0.5022178210071367,0.5019899393335752,0.5019346274578459,0.5003112356970763,0.5003188384145095,0.5003611241760891,0.5004062303808929,0.5004526317595221,0.5004980947641912,0.5005412389997066,0.5005803099471025,0.5006148888001285,0.5006446802259504,0.5006699164456246,0.5006911873630888,0.5007088599824019,0.5007228726175743,0.5007316862797586,0.5007304428551075,0.5007056033503254,0.500644565404801,0.5004748045266774,0.5004748045266774,0.5004603525689789,0.5004991825378583,0.5005362993734505,0.5005707344977688,0.5006016146726696,0.5006288183991408,0.5006524026409512,0.5006725385761507,0.5006889758216687,0.5006999225765529,0.5007002074133594,0.5004554108204171,0.5004940965751432,0.5005312885521277,0.500565832369749,0.5005970144184657,0.5006244993160865,0.5006481756215274,0.5006678552659312,0.500682300289116,0.5004616776105785,0.5005001309887049,0.5005368775571486,0.5005708512488161,0.5006013935329088,0.5006279915429304,0.5006504137741089,0.5004314445888105,0.5004375215200606,0.5004763826988912,0.5005142920225868,0.5005500806688636,0.5005827196394186,0.5006116428869676,0.5002298754174883,0.5002298754174883,0.5002298754174883,0.5002298754174883,0.5001730565012438,0.5001337784752977,0.5001089328751441,0.5000958020570321,0.5000892897067322,0.5000855185425149,0.5000828599008316,0.5000803524745051,0.5000771190789691,0.5000721655627647,0.5000642917201101,0.5000642917201101,0.5000554540671583,0.5000554540671583,0.5000460594867627,0.5000460594867627,0.500036631150837,0.500036631150837,0.5000277388961893,0.5000189711834364,0.5000126170858192,0.5000053789826601,0.5000053789826601,0.5000057209789015,0.5002295888932756,0.5002295888932756,0.5002295888932756,0.5002295888932756,0.5001726895496094,0.5001332985130349,0.5001082935739537,0.5002290960130256,0.5002290960130256,0.5002290960130256,0.5002290960130256,0.5001720664525138,0.5001324828504047,0.5001071972350949,0.5000934925695152,0.50008627408611,0.5002282586049814,0.5002282586049814,0.5002282586049814,0.5001709968112725,0.5001310862804331,0.5001053489284152,0.5002268296218945,0.5002268296218945,0.5002268296218945,0.5001691958276289,0.5001287393612993,0.5001021920567775,0.5000868466978206,0.5000776399387916,0.5000700584373032,0.5002203303310166,0.5002203303310166,0.5002203303310166,0.5001610231365069,0.5001181764466653,0.5000882792624981,0.5000882792624981,0.5000717035873589,0.5000717035873589,0.5000591368924306,0.5000591368924306,0.5000479767421976,0.5000479767421976,0.500037275288784,0.5002135260142839,0.5002135260142839,0.5002135260142839,0.5001526660053588,0.5001076293212637,0.5000744857060073,0.5000744857060073,0.5000557272610333,0.5002026131141897,0.5002026131141897,0.5002026131141897,0.5001395992186373,0.5000916859207842,0.5000546648008222,0.5000546648008222,0.5000350317920829,2.4966868931014763,1.6863216075461671,1.2048573330559988,0.9196672226492801,0.7490565308115752,0.6476953686075131,0.5876628632859486,0.5517613345396626,0.5304489323959625,0.5178549106652559,0.5103610011829117,0.5059519683208679,0.5000829953832969,0.5000826784571685,0.500082152169196,0.5000812450952249,0.5000797220535175,0.5000771687656611,0.5000729263081612,0.5000659750538092,0.5000547809861405,0.5000424373402581,0.5000321697731247,0.5000241647318915,0.5000191306180812,0.5000191306180812,0.5000207300693973,0.5000207300693973,0.5000400637792037,0.5000400637792037,0.500080108539629,0.5001357031486613,0.5001951663235576,0.5002537439815008,0.5003143578257705,0.5003753467347847,0.5004279344482417,0.5004594028170124,0.5004595713840572,0.5004286121238102,0.500388771089908,0.500358068092199,0.5003410039702099,0.5003379405615067,0.5003506606677189,0.5003770214086783,0.5003770214086783,0.5004172133437973,0.5004172133437973,0.500473298345369,0.500473298345369,0.500536197464563,0.5005893595240801,0.5006325456308954,0.5006670134425755,0.5006943587803152,0.5007160129692746,0.5007328425113039,0.5007445313424754,0.5007481829394773,0.5007339053777737,0.5006797700759834,0.5005905495412862,0.5004831288503091,0.5003578942136361,0.5002566065520286,0.5002566065520286,0.5002566065520286,0.5002566065520286,0.5002566065520286,0.5002903307571056,0.5004317476886728,0.5004421679581141,0.5004809659776945,0.5005186786335944,0.5005540777209797,0.5005540777209797,0.5005628437444218,0.5005628437444218,0.5005675967705969,0.5004487060295703,0.5004883283763322,0.5005265153551124,0.5005622417805156,0.5005945962178925,0.5006231654679414,0.5006480886623368,0.5004358047827315,0.5004763193358014,0.5005157830158318,0.500552951950147,0.5005868588058995,0.5006170080136015,0.5006433334375484,0.5004157081490056,0.5004574171470949,0.500498648004646,0.5005381187089156,0.5005744739904782,0.5006070396365417,0.5002491190791022,0.5002525649636091,0.5002937448966979,0.5003399477713183,0.500389491975217,0.5004402787545572,0.500083462516144,0.5000839624506012,0.500085244881024,0.5000883714643051,0.5000959865707331,0.5001102972001464,0.5001102972001464,0.5001395180598633,0.5001822787163843,0.5002374042421298,0.500303879698727,0.5003781336301267,0.5004515198315835,0.5005105113406484,0.5005406453330576,0.50053184410598,0.5004875510628156,0.5004196676032151,0.5003430418508984,0.5002699047593464,0.5002074838231657,0.5001649788584249,0.5001391505856774,0.5001246722912196,0.500117724807908,0.5001171705123995,0.5001233865620772,0.5001354507895798,0.5001354507895798,0.5001561450278811,0.5001561450278811,0.500190569661702,0.5002329668490931,0.5000885200032961,0.5000936000003093,0.5001050622783236,0.5001277328365206,0.5001633499377526,0.5002121759326963,0.5002737898644748,0.5003456375564773,0.5004213291527662,0.5004894165835976,0.5005346323932836,0.5005448383509257,0.5005164930591435,0.5004575362320061,0.5003831171353671,0.5003068488171111,0.5002382592633238,0.5001821007524809,0.5001452195102929,0.5001230792542649,0.5001088615935274,0.5001088615935274,0.5001088615935274,0.500086319128589,0.5000886292603731,0.5000930656864431,0.5001021359490416,0.5001211652625859,0.500152194639755,0.5001965218435159,0.5002542500821653,0.5003235517008876,0.5003992423272333,0.5004714985583611,0.5005256554056531,0.5005479681813416,0.5005315768238345,0.5004806842648837,0.500409530999924,0.5003324871851254,0.5002605828478844,0.5001997415591505,0.5001539146808974,0.5001257998663026,0.5001069137889382,0.5001069137889382,0.5001069137889382,0.5000996078421568,0.5001157029955103,0.5001431831264407,0.5001837289581568,0.5002380163155626,0.5003045855959158,0.5003793892264345,0.5004538685095092,0.5005144704018268,0.5005466407600279,0.5005404758114432,0.5004977206620603,0.5004305997621205,0.5003538372527043,0.5002797190793787,0.5002153796776073,0.5001640819215432,0.500131504847034,0.500106417723564,0.500106417723564,0.5000959576239989,0.5001429766415828,0.5001833186794487,0.500237454155202,0.5003039297483102,0.5003787006910774,0.5004532796503625,0.5005141105584096,0.5005466285048816,0.500540978251799,0.5004985275160845,0.5004315766513407,0.5003548444607224,0.5002806375462099,0.5002161543753121,0.5001646638449022,0.5001316393575795,0.5001063233129746,0.5001063233129746,0.5000955368929976,0.5005139000006537,0.5005466212666185,0.5005412733400209,0.5004990030130665,0.5004321523390226,0.5003554362645,0.500281179354137,0.5002166102332539,0.5001650074576334,0.5001317191755354,0.5001062699550233,0.5001062699550233,0.5000952911783259,0.5000888206374301,0.5000898182342387,0.5000949925291528,0.5000949925291528,0.5001077137905696,0.5001264386717684,0.5001572812302263,0.5002033541380257,0.5002626631389402,0.5003330970513525,0.5004090917897688,0.500479886018386,0.5005310894347963,0.5005487619700382,0.5000828984077275,0.5000825615143266,0.5000819972037394,0.5000810459051075,0.5000794598723248,0.5000768106493108,0.5000723885410375,0.5000652323165025,0.5000652323165025,0.5000573510588935,0.5000831460264216,0.5000827271354945,0.5000821208059153,0.5000811376621421,0.5000795373304309,0.5000995245128146,0.500096957662033,0.5000902543655137,0.5000902543655137,0.5000902543655137,0.50008679459402,0.5000847414192492,0.5003486218874478,0.5003636560131726,0.5004058868359738,0.5004494988214537,0.5004926301299407,0.5000792053062926,0.5000789419817588,0.5000806483320733,0.5000867103503557,0.5000867103503557,0.5001063938318164,0.5001414835010777,0.5001894986036666,0.5002476987489395,0.5003154389501864,0.5003890455984168,0.5004587538912694,0.5005103403053398,0.5005301378185947,0.5005111751046853,0.5004591413402921,0.5003879259434731,0.5003122432290539,0.5002436999195092,0.5001985102049873,0.5001713928993079,0.5001571086913656,0.5001521158511881,0.5001558735288738,0.5001709519398754,0.5001941678072385,0.5001941678072385,0.5000862226462377,0.5000896038079105,0.5000964125300891,0.500108260113381,0.500225295839235,0.5002800411770079,0.5003322853814121,0.5003808928483839,0.5004198879527612,0.5004445658091475,0.5004598219323169,0.5004744393669369,0.5004956231998098,0.5005278949252209,0.5005661861927905,0.5005661861927905,0.5006113072626364,0.5006113072626364,0.5006609217121557,0.5006997328953151,0.5007289621107965,0.5007501866463379,0.5007630900739992,0.5007616181710771,0.5007292904554627,0.5006619646552181,0.5005625157849424,0.5004456447184551,0.5003153747287665,0.5003110434520153,0.5003110434520153,0.5003110434520153,0.5003110434520153,0.5003110434520153,0.5005099419114578,0.5000688463537446,0.5000695355336844,0.5000768612056048,0.5000768612056048,0.5001024871737763,0.500144885351834,0.500197774816378,0.5002580303795281,0.5003258740437011,0.5003973066307519,0.5004616734419638,0.5005041845701071,0.5005125777340425,0.5004836729461498,0.5004250890265606,0.5003527284293348,0.5002838656234523,0.5002381500756935,0.5002107514853845,0.5001974512577393,0.5001951903341969,0.5002047537514862,0.5002244930339824,0.5002244930339824,0.5002566847061637,0.5002566847061637,0.5003064662039378,0.5003064662039378,0.5003690037203921,0.5000819872391802,0.5000810079549262,0.5000793673416197,0.5000765843958923,0.5000719497747669,0.5000644475284981,0.5000644475284981,0.5000572486584977,0.5000572486584977,0.5000502471047068,0.5000433645257232,0.5000382947064437,0.5000339940417486,0.5004815260118198,0.5004943992945889,0.5004704743603052,0.5004171680555377,0.5003496422655668,0.5002988376414556,0.5002665909189168,0.5002500220416919,0.5002466931443635,0.5002577171820237,0.500280642298676,0.500280642298676,0.5003170083054127,0.5003170083054127,0.5004628474201285,0.5003886704177097,0.5003121326066614,0.50024280070883,0.5005484793024982,0.5005981636449249,0.5006449180847844,0.5006449180847844,0.5006951139485718,0.5007333644267361,0.5007600218871422,0.5007717032867011,0.5007545755913203,0.500706048532925,0.5005724700253984,0.5005724700253984,0.5005724700253984,0.5004428554538175,0.5004336920558929,0.5003777013046282,0.5003328450184392,0.5003045771115685,0.5002901672587994,0.5002901672587994,0.5002901672587994,0.5005373441363654,0.5005116089778315,0.500454612737299,0.5003809684023423,0.5003050744039669,0.5003313717187243,0.5004072410143867,0.5004781021212192,0.5005295729750086,0.5005478385317953,0.5003927587850884,0.5004313311974591,0.5004692883771532,0.500510489036367,0.5005587344602983,0.5006153759073338,0.500674943303848,0.5007257837070302,0.500756427995795,0.5007566170490618,0.5007153603795087,0.5006337742470799,0.5005233341503725,0.500425745744866,0.5004999138637809,0.5004999138637809,0.5008052763622327,0.5008052763622327,0.5008052763622327,0.5004398770935555,0.5004358436512059,0.500438266211768,0.5004526212269734,0.500483106348945,0.5005217446897184,0.5005217446897184,0.5005708424317918,0.5005708424317918,0.5006236621974673,0.5004780168700511,0.5005283162697347,0.50054463822711,0.5005221429858048,0.5000666751930721,0.5000597110134559,0.5000529064766421,0.5000459868640095,0.5000391489258336,0.5000349064513488,0.5000349064513488,0.5000336655583512,0.5000336655583512,0.5004551649217956,0.5005010166760241,0.5005542433090935,0.5006141168730311,0.5006709033147152,0.5007090177687779,0.5007105439671193,0.5006654034875294,0.5005781919161135,0.5004743372016778,0.5004662301292775,0.5006889156584098,0.5006889156584098,0.5011150369579741,0.5011150369579741,0.5011150369579741,0.5014917392294048,0.5016848824904825,0.5017408819602895,0.5015758197559705,0.5005812603920685,0.5004552445068233,0.5003074656350149,0.5001870565603956,0.5001201466703205,0.5000805188174215,0.5000553489041711,0.5000456159302843,0.5000456159302843,0.5003648880375827,0.5004034625247541,0.5004464220830417,0.5004960327112887,0.5005529502441153,0.5006087858223889,0.5006426466852785,0.5006335844890745,0.5005530887902567,0.5005530887902567,0.5005530887902567,0.5004565970156875,0.5002261316925808,0.5002633651853077,0.500297310661215,0.5003306090771663,0.500367423354459,0.5004077401010859,0.5004439372509432,0.5004549384231445,0.5004273109422547,0.5003667770429787,0.5003216796411414,0.5004047984803914,0.5004047984803914,0.5005983560724921,0.5005983560724921,0.5005983560724921,0.5000612550312162,0.5000858207902446,0.5000997770818331,0.5001045379737636,0.50009803524047,0.500079496172208,0.5000698696552439,0.5000698696552439,0.5000908843992597,0.5000908843992597,0.5001363563181298,0.5001363563181298,0.5001510886561635,0.5001203041413824,0.5000897469618872,0.5000669943119264,0.5000496454208253,0.5000351506199523,0.5000295993153088,0.5000295993153088,0.5000399822341866,0.5000399822341866,0.5000718556796879,0.5000718556796879,0.5001262754293406],\"xs\":[{\"__ndarray__\":\"gHTEM4YUB8CAdMQzhhQHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gHTEM4YUB8AWFXRpsRQHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FhV0abEUB8BVtzjn+RQHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vbc45/kUB8AcCS7HcxUHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HAkux3MVB8BEJbn8PxYHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RCW5/D8WB8BlzLFplRcHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZcyxaZUXB8B2DZwr0BkHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dg2cK9AZB8ACAjlTgx0HwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AgI5U4MdB8Df909gmSMHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3/dPYJkjB8DkWtM2gC0HwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5FrTNoAtB8C17V6BMj0HwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"te1egTI9B8Aa9bDzHFUHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GvWw8xxVB8B8fXZicXcHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fH12YnF3B8Cndb6s+6MHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p3W+rPujB8CSZewWstQHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kmXsFrLUB8AZsOQg4PcHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GbDkIOD3B8AZsOQg4PcHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GbDkIOD3B8CFf0WBh/oHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hX9FgYf6B8CFf0WBh/oHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hX9FgYf6B8AXsrvsa+YHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F7K77GvmB8CskArWc7cHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rJAK1nO3B8BkFZ9H2XYHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZBWfR9l2B8DieZcBLyIHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4nmXAS8iB8D9cyCs27YGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/XMgrNu2BsAqrFK7Ey0GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KqxSuxMtBsDP5jcmqIwFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z+Y3JqiMBcDP5jcmqIwFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z+Y3JqiMBcAoCXj21wcFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KAl49tcHBcAoCXj21wcFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KAl49tcHBcA20PFacMcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NtDxWnDHBMA20PFacMcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NtDxWnDHBMDHVD3fpZ4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"x1Q936WeBMD/7uFYAIQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/+7hWACEBMAUScgbPXcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FEnIGz13BMAA0xW8pW8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ANMVvKVvBMAA0xW8pW8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ANMVvKVvBMDhHTiHKGoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4R04hyhqBMDhHTiHKGoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4R04hyhqBMCqffxpuWkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qn38ablpBMBKUeooPmoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SlHqKD5qBMAzvAJZSmoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M7wCWUpqBMCyHhymemkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sh4cpnppBMD5rhCiQGgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+a4QokBoBMC+tsOizGcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vrbDosxnBMDyN4vAimgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8jeLwIpoBMCuMzFpfGkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rjMxaXxpBMC8AkxDvGkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vAJMQ7xpBMA2aDvvFWkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Nmg77xVpBMCjuPDADWgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"o7jwwA1oBMBSuMeAvmcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UrjHgL5nBMDGgMB+fWgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xoDAfn1oBMAGiA5HYmkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BogOR2JpBMAUZIv3m2kEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FGSL95tpBMDSbnp3/WgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0m56d/1oBMDic/WlCmgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4nP1pQpoBMA8tbntyWcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PLW57clnBMBgAGppgWgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YABqaYFoBMBk5camV2kEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZOXGpldpBMAbOAUIimkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GzgFCIppBMAFyXjL8GgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Bcl4y/BoBMDqPPJIDmgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6jzySA5oBMCqAGzE12cEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qgBsxNdnBMCglr6ch2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oJa+nIdoBMD6eK22UGkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+nittlBpBMAlqRx3fGkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Jakcd3xpBMCSaQLX52gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kmkC1+doBMAQkwRjE2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EJMEYxNoBMCK9dc65WcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ivXXOuVnBMBS1WzxjWgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UtVs8Y1oBMDlLpomS2kEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5S6aJktpBMAuweDscGkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LsHg7HBpBMCV5byZ4GgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"leW8meBoBMD31SnKGGgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"99UpyhhoBMCHnufg8WcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"h57n4PFnBMCpenz1k2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qXp89ZNoBMASt4hCRmkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EreIQkZpBMCba2mXZmkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m2tpl2ZpBMA6JuFe2mgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OibhXtpoBMAsvzQqHmgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LL80Kh5oBMCJa7Kx/WcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iWuysf1nBMAqJQ6RmWgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KiUOkZloBMAYtQnDQWkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GLUJw0FpBMDN8fwYXWkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zfH8GF1pBMAi1bXW1GgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ItW11tRoBMCS/DRpI2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kvw0aSNoBMD5AH29CGgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+QB9vQhoBMAywAzDnmgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MsAMw55oBMB9aSWGPWkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fWklhj1pBMBv6D9AVGkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b+g/QFRpBMBdXA7Yz2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XVwO2M9oBMDQwep/KGgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0MHqfyhoBMA+IAMXE2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PiADFxNoBMD0AHqQo2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9AB6kKNoBMA2hXx5OWkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NoV8eTlpBMA2pu7vS2kEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Nqbu70tpBMD5V+pKy2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+VfqSstoBMBdppNtLWgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XaaTbS1oBMAZADzPHGgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GQA8zxxoBMAaOrH/p2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gjqx/6doBMBYgCiSNWkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WIAokjVpBMAdXRIVRGkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HV0SFURpBMDZZtsfx2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2WbbH8doBMAsqakzMmgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LKmpMzJoBMAk7a/0JWgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JO2v9CVoBMC67f8WrGgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uu3/FqxoBMDJj0HJMWkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yY9ByTFpBMBiGICiPGkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YhiAojxpBMB8ch1Mw2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fHIdTMNoBMACp0vUNmgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AqdL1DZoBMDQGrGTLmgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Bqxky5oBMADRUTcr2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A0VE3K9oBMB4TDQaLmkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eEw0Gi5pBMBV442ONWkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VeONjjVpBMA8yaTHv2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PMmkx79oBMCCoaFRO2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gqGhUTtoBMBdPr+2NmgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XT6/tjZoBMDYc95Us2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2HPeVLNoBMDwieGBKmkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8InhgSppBMC2Lc/RLmkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ti3P0S5pBMDsbhOMvGgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7G4TjLxoBMAhOaStP2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ITmkrT9oBMCYlORmPmgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mJTkZj5oBMC7zbqFtmgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u826hbZoBMC02R7+JmkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tNke/iZpBMD2hVZmKGkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9oVWZihpBMB1xCGUuWgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dcQhlLloBMA/hAzqQ2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AOmIZwwpBsAA6YhnDCkGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AOmIZwwpBsA/2/y9OikGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"P9v8vTopBsBG+yB9iCkGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RvsgfYgpBsB2C3s4CyoGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dgt7OAsqBsAagcFU5ioGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GoHBVOYqBsCoOoTXVCwGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qDqE11QsBsBekiYDui4GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XpImA7ouBsDpm/rjtDIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6Zv647QyBsCUXf+iRDkGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lF3/okQ5BsBert6V+0MGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xq7elftDBsCk3I2+E1UGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pNyNvhNVBsDaZNRba28GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2mTUW2tvBsCm7xz/9pUGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pu8c//aVBsDlh4E55ckGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5YeBOeXJBsD3jsMh2QcHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"947DIdkHB8BPB5DWzkMHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TweQ1s5DB8BPB5DWzkMHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TweQ1s5DB8D2e1kBV2AHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9ntZAVdgB8D2e1kBV2AHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gF1Nm5I9BcCAXU2bkj0FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gF1Nm5I9BcDF+c49wz0FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xfnOPcM9BcC2ThnZFD4FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tk4Z2RQ+BcAV+j8Wnj4FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ffo/Fp4+BcD1xF4mhD8FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9cReJoQ/BcAUO7AcBUEFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FDuwHAVBBcDGbpWEiUMFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xm6VhIlDBcADgCBTuUcFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A4AgU7lHBcDJhGYro04FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yYRmK6NOBcACw3Pp9FkFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AsNz6fRZBcBG3De4F2wFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rtw3uBdsBcDPuXLrPIgFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z7ly6zyIBcDGzlbr7rEFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xs5W6+6xBcB+t00jYesFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"frdNI2HrBcBhcprrGTMGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YXKa6xkzBsBkFPzPRoEGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ANIRzxhSBMAA0hHPGFIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ANIRzxhSBMBhz3YWS1IEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Yc92FktSBMDmF/50n1IEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5hf+dJ9SBMAAXFtaLVMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AFxbWi1TBMB2AhlBG1QEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dgIZQRtUBMC986RrqVUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vfOka6lVBMAsB/MsRFgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LAfzLERYBMB2MQ3YmVwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"djEN2JlcBMBVPRYcxGMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VT0WHMRjBMDqvL+NhG8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6ry/jYRvBMBiV7qjZ4IEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Yle6o2eCBMBr5VC73J8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gEbWAp9mA8CARtYCn2YDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gEbWAp9mA8A6WM5j0mYDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OljOY9JmA8Ac6pybKGcDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HOqcmyhnA8CwQS6fuWcDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sEEun7lnA8DIuXbGrGgDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yLl2xqxoA8A4+PrMQ2oDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OPj6zENqA8DZd5yV7WwDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2Xecle1sA8DIp03OXHEDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yKdNzlxxA8ByBcXOsngDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cgXFzrJ4A8CY0fjJvoQDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mNH4yb6EA8CIbQAzJZgDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iG0AMyWYA8CMGXXDgbYDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jBl1w4G2A8DymxT1GeQDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8psU9RnkA8DKsbwSZiQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yrG8EmYkBMA83FERKHgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PNxRESh4BMDxopL4HtwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8aKS+B7cBMDfGl7bOEgFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3xpe2zhIBcBr3+EYx6oFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a9/hGMeqBcBr3+EYx6oFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a9/hGMeqBcDAiEjAlM8FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wIhIwJTPBcDAiEjAlM8FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wIhIwJTPBcCK8RbBgdsFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ivEWwYHbBcCK8RbBgdsFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ivEWwYHbBcAC9K3k188FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AbuaNiV7AsABu5o2JXsCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AbuaNiV7AsDcFoM6WXsCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3BaDOll7AsBqQz2EsHsCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"akM9hLB7AsDj0utVQ3wCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"49LrVUN8AsBEjACIOX0CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RIwAiDl9AsBnQUWx1X4CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z0FFsdV+AsBgaTcziIECwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YGk3M4iBAsCUCYtJBoYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lAmLSQaGAsBz4FbSdY0CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"c+BW0nWNAsDtPdmRrpkCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7T3Zka6ZAsCRaYj0ZK0CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kWmI9GStAsDM5EFKUcwCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zORBSlHMAsDxM9/j7/oCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8TPf4+/6AsAul+NSGz0DwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LpfjUhs9A8CSSw9JOJQDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kksPSTiUA8CD6KLuK/4DwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"g+ii7iv+A8ASm8EVcHUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gS9faquPAcCBL19qq48BwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gS9faquPAcA0pymo348BwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NKcpqN+PAcBHDWVTN5ABwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rw1lUzeQAcChoh/KypABwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oaIfysqQAcAIvOoTwpEBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CLzqE8KRAcCsiMQZYJMBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rIjEGWCTAcDKlovRFZYBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ypaL0RWWAcADfe2BmZoBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A33tgZmaAcC2nUHyEqIBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tp1B8hKiAcB1hD6qXa4BwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dYQ+ql2uAcADrkyiNcIBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A65MojXCAcBy3p9rZOEBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ct6fa2ThAcAWFVl0hxACwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FhVZdIcQAsDMni7zulMCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zJ4u87pTAsAze6sU3KwCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M3urFNysAsD/D1w+lxoDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/w9cPpcaA8CMS7sR0ZgDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jEu7EdGYA8DsuD42EiEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7Lg+NhIhBMBBWs9ecagEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QVrPXnGoBMBBWs9ecagEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QVrPXnGoBMAfysu9Y+0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H8rLvWPtBMAfysu9Y+0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H8rLvWPtBMAQreuwdw4FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EK3rsHcOBcAQreuwdw4FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AaQjnjGkAMABpCOeMaQAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AaQjnjGkAMDwQI20ZaQAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8ECNtGWkAMDjCNkdvaQAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4wjZHb2kAMADphUmUKUAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A6YVJlClAMCsjMS3RqYAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rIzEt0amAMCB8LOM46cAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gfCzjOOnAMASqQ1Pl6oAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EqkNT5eqAMBsnr/XF68AwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bJ6/1xevAMCika1xjLYAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"opGtcYy2AMAk/4Ze0MIAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JP+GXtDCAMB0Rn+BoNYAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dEZ/gaDWAMB2gWNxyvUAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"doFjccr1AMCC3wVQ/CQBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gt8FUPwkAcB6Kf1Ue2gBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ein9VHtoAcCqa9iudcIBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qmvYrnXCAcA8JTGCLTICwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PCUxgi0yAsBg2reQd7QCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YNq3kHe0AsDAAok9ukQDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AjHQo29x/78CMdCjb3H/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AjHQo29x/79cT+Pi1nH/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XE/j4tZx/79NIHsmhHL/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TSB7JoRy/7+iGMaXp3P/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ohjGl6dz/7/EFn9VkHX/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xBZ/VZB1/79hXyCiwnj/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YV8gosJ4/79wkYPNHX7/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cJGDzR1+/79jWzFGCof/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Y1sxRgqH/78/m5tU0ZX/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"P5ubVNGV/7+w6M8EIa7/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sOjPBCGu/7/Dg71YZ9X/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"w4O9WGfV/7+pL/jhmQkAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qS/44ZkJAMB1xDnIbjgAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dcQ5yG44AMA+SV9Oh3sAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PklfTod7AMDm7/q1StUAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5u/6tUrVAMAcUA8RZ0UBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HFAPEWdFAcAoPf20aMkBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KD39tGjJAcD3swt12l0CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AhpZC3ya/b8CGlkLfJr9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AhpZC3ya/b+TfhEx4pr9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k34RMeKa/b8aLNGbjZv9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GizRm42b/b9eR9PvrZz9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XkfT762c/b+1OhNvkZ79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tToTb5Ge/b+a0RbluqH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mtEW5bqh/b+fQeAYB6f9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n0HgGAen/b+5izwy2q/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uYs8Mtqv/b/cHIANdr79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3ByADXa+/b/hRzyQe9b9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4Uc8kHvW/b9dIyoAQ/39vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XSMqAEP9/b99rejcOTr+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fa3o3Dk6/r+GsxP3i5b+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hrMT94uW/r/xbi0bxRr/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8W4tG8Ua/78M6Mt02Mv/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DOjLdNjL/799Ne9Q6VQAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fTXvUOlUAMBo83CnjNgAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aPNwp4zYAMBaUdFMQG4BwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AgPicojD+78CA+JyiMP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AgPicojD+7+clJgT78P7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nJSYE+/D+7/uQeVKm8T7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7kHlSpvE+7946cLxvMX7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eOnC8bzF+79svHyaosf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bLx8mqLH+79beJuFz8r7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W3ibhc/K+7/gHM0PIdD7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4BzNDyHQ+78uC87E+9j7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LgvOxPvY+7+XeHemoOf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"l3h3pqDn+79txiwyq//7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bcYsMqv/+78kj5yZXyb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JI+cmV8m/L/wu6IZ92L8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8LuiGfdi/L8AKdjgQL78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ACnY4EC+/L8IMQrwQED9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CDEK8EBA/b+He1Lpke39vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"h3tS6ZHt/b9pG/76gcb+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aRv++oHG/r/8g3VUt8j/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/IN1VLfI/7+YpUMae3gAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A+xq2pTs+b8D7GralOz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A+xq2pTs+b/bui4+BO35vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"27ouPgTt+b9mAVshv+35vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZgFbIb/t+b/9tGBe+e75vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/bRgXvnu+b8lta7/B/H5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JbWu/wfx+b9cLNbIePT5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XCzWyHj0+b+ka9b9Ofr5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pGvW/Tn6+b9ONVb4yAP6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TjVW+MgD+r+13spciBP6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"td7KXIgT+r8+v/agOi36vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Pr/2oDot+r9780twRVb6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"e/NLcEVW+r9qJRjOt5X6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aiUYzreV+r948ZV8mPP6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ePGVfJjz+r9UZGXwjnb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VGRl8I52+798ApwTsCH8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fAKcE7Ah/L9iIuE7ofT8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YiLhO6H0/L/ukecTAO79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7pHnEwDu/b8+W76p7gz/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Plu+qe4M/7/Is9k9bykAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yLPZPW8pAMDIVWokz98AwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yFVqJM/fAMBL+R5CA5kBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"S/keQgOZAcAj4bfiSV0CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I+G34kldAsBSg6gsjTUDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A9XzQaEV+L8D1fNBoRX4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A9XzQaEV+L+rpRwROBb4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"q6UcETgW+L8kjLP6NBf4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JIyz+jQX+L++chPr3Rj4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vnIT690Y+L+OuEctpRv4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jrhHLaUb+L90BmRASCD4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dAZkQEgg+L90iUbFAij4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dIlGxQIo+L/9ZB+hxTT4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/WQfocU0+L/MAODtlkn4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zADg7ZZJ+L8+6lRr/2r4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PupUa/9q+L+x2huu4574vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sdobruOe+L8gln0zDuz4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IJZ9Mw7s+L/ftW/pglj5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"37Vv6YJY+b+xe0Bbfef5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sXtAW33n+b+NDmxBmJj6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jQ5sQZiY+r+/qhMo32n7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"v6oTKN9p+78pLgThNFr8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KS4E4TRa/L/A/eSKHGv9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wP3kihxr/b+ye1m3w6L+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sntZt8Oi/r9K6lvugQMAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Supb7oEDAMACCgDrhK8AwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AgoA64SvAMDEfeiO4GABwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A758qa0+9r8DvnyprT72vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A758qa0+9r8SrzmP1T/2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Eq85j9U/9r/id6smxUH2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4nerJsVB9r9LkdULBEX2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"S5HVCwRF9r+VZBPHbUr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lWQTx21K9r/PMMa+aFP2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zzDGvmhT9r8zRbYDO2L2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M0W2Azti9r+bH4j/O3r2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mx+I/zt69r8+9KeKEaD2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PvSnihGg9r/BTLhuydn2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BKcFEbpn9L8EpwURumf0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BKcFEbpn9L+g9gDoymr0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPYA6Mpq9L+Xvish52/0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"l74rIedv9L+TIJ9IZ3j0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kyCfSGd49L+WRhVkZob0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lkYVZGaG9L8JpdHDJ530vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CaXRwyed9L/GHQVFkcH0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xh0FRZHB9L9RoluuPPn0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UaJbrjz59L/yf7XVe0n1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BJCOeMaQ8r8EkI54xpDyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BJCOeMaQ8r+1IT0k95nyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tSE9JPeZ8r/HNtbiManyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xzbW4jGp8r9iZZ/d+MHyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YmWf3fjB8r/PYwitCOnyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z2MIrQjp8r8vSdGZ8CTzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"L0nRmfAk879qmng2IXvzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CMRAj77F7b8IxECPvsXtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CMRAj77F7b9UNaYytG/uvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VDWmMrRv7r/Q8QHdglvvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0PEB3YJb779k4zSUQkDwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZOM0lEJA8L/WC1Bpc+bwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1gtQaXPm8L/80Low25nxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KHqfUBNE0z94KjvDwkXSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eCo7w8JF0j/Aj+KQ0SDKPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wI/ikNEgyj8gRwbsOt6/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IEcG7Drevz/AcX9+jv+nPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wHF/fo7/pz8ABTS1qgSdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAU0taoEnb/gu9pW0sW5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4LvaVtLFub/Q9aQhUrXFvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0PWkIVK1xb/w5Awb2gfOvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8OQMG9oHzr+wOc2lRufSvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sDnNpUbn0r+4UvZfBYLWvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uFL2XwWC1r+gFBF70dXZvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oBQRe9HV2b+I9pSjHuncvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iPaUox7p3L/A1qGHz8Xfvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wNahh8/F37+II6Po1jzhvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iCOj6NY84b9o2KV/tIvivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aNilf7SL4r/cN9ytQN3jvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3DfcrUDd47+IO0012Pnkvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iDtNNdj55L8IaGQt8Gnmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CGhkLfBp5r8IaGQt8Gnmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CGhkLfBp5r8IaGQt8Gnmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gPzOUcXOyz+wVG6qYtPAPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sFRuqmLTwD8AZYANupyoPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AGWADbqcqD+ABsrISpCgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gAbKyEqQoL8g8US4iPK7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IPFEuIjyu7+AEE5thkLHvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gBBObYZCx79ABbsDP+3Pvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QAW7Az/tz7+gdpCZ5vbTvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oHaQmeb207+4Oei09KHXvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uDnotPSh178QcpSVu/7avw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EHKUlbv+2r8QGBCXQxzevw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EBgQl0Mc3r8QGBCXQxzevw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wA1HZa3dzj9QFxIbQsjDPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UBcSG0LIwz8gjUogMfuxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"II1KIDH7sT8ArbKnNw2Hvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AK2ypzcNh7/gMDTgk9y2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4DA04JPctr8QJauQduXEvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ECWrkHblxL9wcl9iQcLNvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cHJfYkHCzb8AW2VDO/vSvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AFtlQzv70r8YvDM1dcDWvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GLwzNXXA1r8YvDM1dcDWvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kIsCzQCTzT/QBQ8vQYPCPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0AUPL0GDwj9AtlVj/wCvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QLZVY/8Arz8ApR/2sSCVvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AKUf9rEglb/A3AL7zCq5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wNwC+8wqub9AGflnnf3Fvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QBn5Z539xb8wwK6mTcnOvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MMCupk3Jzr8wwK6mTcnOvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KHqfUBNE0z9gz2oPrmHSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YM9qD65h0j+Qjzj2kYnJPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kI849pGJyT+AxSdQ2SW9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gMUnUNklvT+AnaK8Z3ifPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gJ2ivGd4nz+AizD+kjupvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gIsw/pI7qb8wCPbisBHAvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MAj24rARwL8wCPbisBHAvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMB3Vz/TTyIHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d1c/008iB8AgYoACa0oGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IGKAAmtKBsCJBEs+B34FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iQRLPgd+BcDss4xPVdUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7LOMT1XVBMAG6XZh7VMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Bul2Ye1TBMAiYkOuPOsDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ImJDrjzrA8C+WMK8MZMDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vljCvDGTA8CmtGDdjUgDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"prRg3Y1IA8BkOBSUQQsDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZDgUlEELA8Cld18v/+ACwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pXdfL//gAsCBe4ejeNACwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gXuHo3jQAsCBe4ejeNACwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gXuHo3jQAsA8L5YeBNoCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PC+WHgTaAsA8L5YeBNoCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PC+WHgTaAsDFnJlBfPYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xZyZQXz2AsDFnJlBfPYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xZyZQXz2AsBcits0bSIDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XIrbNG0iA8Bcits0bSIDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XIrbNG0iA8BcthmDk1sDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XLYZg5NbA8B9+eEOnacDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ffnhDp2nA8COMQBLiPUDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jjEAS4j1A8BSuwoNqz8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UrsKDas/BMBSuwoNqz8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UrsKDas/BMAymGikk1gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MphopJNYBMC3cYtFwWMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMCDGWQVRiIHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gxlkFUYiB8A++dylT0oGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PvncpU9KBsBlZBqu0X0FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZWQartF9BcAmX0tYFNUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMB+Lcd8NSIHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fi3HfDUiB8BUYHsWIUoGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VGB7FiFKBsA6FxPddX0FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OhcT3XV9BcClTqbYoNQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pU6m2KDUBMBOZEKUJlQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TmRClCZUBMDszzO44O0DwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMCa3rv7GCIHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mt67+xgiB8DVDenA0EkGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Q3pwNBJBsCAHzY913wFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gB82Pdd8BcBfkcQu2dMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMDzVYeC6CEHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"81WHgughB8DEuJHUR0kGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xLiR1EdJBsCiFqpvxnsFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ohaqb8Z7BcATEKi6bdIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ExCoum3SBMCR2aUmrVQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kdmlJq1UBMAc0k3xsPUDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HNJN8bD1A8DChna2CbEDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMBL3d78CSEHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"S93e/AkhB8AcnBeYyUYGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HJwXmMlGBsBxDP5oqHYFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cQz+aKh2BcBxDP5oqHYFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cQz+aKh2BcC8+T7mz+cEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vPk+5s/nBMC8+T7mz+cEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vPk+5s/nBMAE/kgbZXoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BP5IG2V6BMAE/kgbZXoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BP5IG2V6BMB0Mf+1/C0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dDH/tfwtBMB0Mf+1/C0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dDH/tfwtBMCc1nimpAIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nNZ4pqQCBMCc1nimpAIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAqL7nQISAHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ki+50CEgB8DYt/OeIUQGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2LfzniFEBsACvPtW7XAFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Arz7Vu1wBcACvPtW7XAFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Arz7Vu1wBcBhub0Y2+YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ybm9GNvmBMBhub0Y2+YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMB0lR3Csx4HwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dJUdwrMeB8DIjr9L1z8GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yI6/S9c/BsD5W91p/GYFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+VvdafxmBcD5W91p/GYFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+VvdafxmBcCeAXljpuYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ngF5Y6bmBMCeAXljpuYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HenR7kqTB8DVu0GBfpMHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1btBgX6TB8BBNa8o1ZMHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QTWvKNWTB8CPc9dmZpQHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j3PXZmaUB8ApDA+wWZUHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KQwPsFmVB8C0SImU8JYHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tEiJlPCWB8BA4nFClZkHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QOJxQpWZB8D0fFvn850HwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9Hxb5/OdB8Du1yf/GaUHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7tcn/xmlB8CmXG80jrAHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"plxvNI6wB8BD/Sq+V8IHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Q/0qvlfCB8DnX44WlNwHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"51+OFpTcB8AAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"spAhpEdbAMDnX0s/lj0AwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"519LP5Y9AMD5puN74RsAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+abje+EbAMAOWPdni+r/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Dlj3Z4vq/7/6T9NwKZL/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+k/TcCmS/78AHRX1VSz/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AB0V9VUs/7//hbfQVbf+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/4W30FW3/r/AlHd2QjH+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wJR3dkIx/r97XcZnaJf9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"e13GZ2iX/b//T8G1jhH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/0/BtY4R/b8PxU2vJKn8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D8VNrySp/L/swckpt0n8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7MHJKbdJ/L+tq+7he9D7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ravu4XvQ+7+tq+7he9D7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ravu4XvQ+7/2nUErM0T7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9p1BKzNE+7/2nUErM0T7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9p1BKzNE+78Hdx0+kt/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"B3cdPpLf+b8Hdx0+kt/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"B3cdPpLf+b/Fgzp2Ryj4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xYM6dkco+L88D+xzxXr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PA/sc8V69r/61h4xvNP0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+tYeMbzT9L+4YBEe8irzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uGARHvIq87+m7trZRXzxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pu7a2UV88b8Y1jzLEJDvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GNY8yxCQ779ItZmuYSDsvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SLWZrmEg7L8ok3op063ovw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KJN6KdOt6L9ARp5+Fz3lvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QEaefhc95b+o4hRJMNXhvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qOIUSTDV4b9wiy74uBHevw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cIsu+LgR3r9gMymaI83Zvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YDMpmiPN2b/odd55BYHWvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6HXeeQWB1r8IF9NuTe7Tvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CBfTbk3u0794gC+iU/vRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eIAvolP70b+wmRJKlfDQvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sJkSSpXw0L+wmRJKlfDQvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sJkSSpXw0L/4rbUUusXQvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+K21FLrF0L/4rbUUusXQvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+K21FLrF0L/4QdqXYrLRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+EHal2Ky0b/4QdqXYrLRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+EHal2Ky0b+o/+i4Dr/Tvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qP/ouA6/079gM3r+Hj/Wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YDN6/h4/1r9gjNDrBunYvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YIzQ6wbp2L9YpsSNg5jbvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WKbEjYOY27/oWEcMYDzevw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6FhHDGA83r+EWiAZTmfgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hFogGU5n4L9U9dZKIKjhvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VPXWSiCo4b/4rzAD8uPivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+K8wA/Lj4r8UR7fT3iDkvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FEe3094g5L+ouWef6Gnlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qLlnn+hp5b+0yhpVbLLmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tMoaVWyy5r+IEoOk9bHnvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iBKDpPWx578kmrUgtXzovw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JJq1ILV86L/kv2dEUzDpvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5L9nRFMw6b8IllJe1xfqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CJZSXtcX6r8IllJe1xfqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CJZSXtcX6r8IllJe1xfqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CJZSXtcX6r8IllJe1xfqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CJZSXtcX6r8IllJe1xfqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CJZSXtcX6r8ISqQVMuHqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CEqkFTLh6r8AKSmONZnrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KHqfUBNE0z9gqNuuqr/RPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YKjbrqq/0T9Aoc/9JEzIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QKHP/SRMyD+gz/ZIEbu6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oM/2SBG7uj+AaZs2hx+WPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gGmbNocflj+AaZs2hx+WPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gGmbNocflj8AUO8WyS9BPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AFDvFskvQT8AUO8WyS9BPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AFDvFskvQT8Ap/myK++Gvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AKf5sivvhr8Ap/myK++Gvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD8gRO+1CibBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IETvtQomwT9A8UjYZBWqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QPFI2GQVqj8AzWcC09udvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AM1nAtPbnb/gwqU/jRC7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4MKlP40Qu7/w72kLw8vGvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8O9pC8PLxr+gsQWPZnPPvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oLEFj2Zzz79gvql4tLnTvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD/wlVUOFTjBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8JVVDhU4wT+AKnCY06KqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gCpwmNOiqj+AlCQNAEGcvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gJQkDQBBnL/A6ah6A466vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wOmoegOOur/gbx66d3/Gvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4G8eund/xr+A1K3QUh/Pvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gNSt0FIfz79AZvzHaI3Tvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD/g8Qp0LFfBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4PEKdCxXwT+Av1x07pWrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gL9cdO6Vqz+Ai5OtOYKZvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gIuTrTmCmb/gREGsaLC5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4ERBrGiwub/QEpl1x/7Fvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0BKZdcf+xb+g42X+T5LOvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KHqfUBNE0z/ImYLa3dPSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yJmC2t3T0j/QHzRoJRXMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD/A1CoIf5vCPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wNQqCH+bwj/gyFIAy4GyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4MhSAMuBsj8A0Adt93tBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ANAHbfd7QT8gUK9/e8Sxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HOk5Psdd/r+zqEjxe7X9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s6hI8Xu1/b9WZjoh+fT8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VmY6Ifn0/L/2PgqhSw78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9j4KoUsO/L9hDFXFueT6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YQxVxbnk+r+NQ0GEbJ35vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jUNBhGyd+b+NQ0GEbJ35vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jUNBhGyd+b8GtFSt5fn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BrRUreX5979FzSA2UUb2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rc0gNlFG9r+sP4ybkIr0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rD+Mm5CK9L8p9OBzNcryvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KfTgczXK8r+lxhbWPAfxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pcYW1jwH8b/0lgglqYXuvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9JYIJamF7r/Mj+3IVfvqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zI/tyFX76r9I+UU4UHDnvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SPlFOFBw579MmBkgLOXjvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TJgZICzl479gTmJidVrgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YE5iYnVa4L+AwZd1x6HZvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gMGXdceh2b8w28erYZPSvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MNvHq2GT0r/A6djGIh3Hvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wOnYxiIdx7/AlGwzqHeyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wJRsM6h3sr8Areayz8yUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AK3mss/MlD+gswRtpA24Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oLMEbaQNuD/wxjIx0IjDPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8MYyMdCIwz+AlytoLZLJPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gJcraC2SyT+Q2+pHgErOPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kNvqR4BKzj+YUZEhzarQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mFGRIc2q0D+Idt3TtArRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iHbd07QK0T+Idt3TtArRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iHbd07QK0T8YtXIK80fQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GLVyCvNH0D8YtXIK80fQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GLVyCvNH0D/QHzRoJRXMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD/wO1GyVezFPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8DtRslXsxT/AWbbwP469Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WkWWHoCn/L9SdUcA76j7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UnVHAO+o+7+x8PiDS1n6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sfD4g0tZ+r/gTWoNT8P4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4E1qDU/D+L/1HZd9+hX3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9R2XffoV978yHJ284Vz1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MhydvOFc9b9XaXXgsZ3zvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"V2l14LGd879oPHKIPtvxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aDxyiD7b8b/T8txHChfwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0/LcRwoX8L9klg62zqPsvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZJYOts6j7L9odNtwmhjpvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aHTbcJoY6b9sDFZnDo3lvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bAxWZw6N5b/s0kbUoQHivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7NJG1KEB4r/wKjgLte3cvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8Co4C7Xt3L8Q0i8lANvVvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ENIvJQDb1b9wVPlR3ZvNvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cFT5Ud2bzb/gBtnwizC/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4AbZ8Iswv78ArdLrBz6Mvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AK3S6wc+jL8goNx+c8azPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IKDcfnPGsz/w7mYb90XDPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8O5mG/dFwz/QHzRoJRXMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD/QHzRoJRXMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD/QHzRoJRXMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD8gpMUMmPrQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"StXOxTC4/b9YygNWBvL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WMoDVgby/L8fdthqWgP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H3bYaloD/L/tD2vXQNL6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7Q9r10DS+r8B68gG00f5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AevIBtNH+b9LOY0keKD3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SzmNJHig978RA/WCD+r1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EQP1gg/q9b8bSSygDiz0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"G0ksoA4s9L8AWdw0JWryvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AFncNCVq8r/8xKv4Lqbwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/MSr+C6m8L8kVZaXRsLtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JFWWl0bC7b+sogSXEjfqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rKIElxI36r9oawY4Y6vmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aGsGOGOr5r88pfpcrB/jvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PKX6XKwf47+okS8Lwyjfvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qJEvC8Mo37+oaBVbPhTYvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qGgVWz4U2L/IMi4f2APRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yDIuH9gD0b+AhLHIBvfDvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gISxyAb3w78ATnHLoxuovw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AE5xy6MbqL9A1bsf1sOsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QNW7H9bDrD/w1JdA5ufBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8NSXQObnwT/QHzRoJRXMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD/QHzRoJRXMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD/QHzRoJRXMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD84kSGeer7RPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"e+tfZ40s+78glLRph7X5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IJS0aYe1+b8NXO1qZBT4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DVztamQU+L80JiyrBGH2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NCYsqwRh9r9ADr4+c6T0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QA6+PnOk9L9/BKySPOPyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fwSskjzj8r96BAX5nh/xvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"egQF+Z4f8b+Qg1XafLXuvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kINV2ny17r+84lt4bCrrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vOJbeGwq6784jfXwvp7nvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OI318L6e57+wYFjg7BLkvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sGBY4OwS5L8gU/0cY4fgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IFP9HGOH4L9o9di7UfnZvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aPXYu1H52b8IWXm6LefSvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CFl5ui3n0r/gMB9c/bbHvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4DAfXP22x78gavbHYHKzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IGr2x2Bys78AmLjp8D6gPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AJi46fA+oD+g1O8tJh2/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oNTvLSYdvz/QHzRoJRXMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD/QHzRoJRXMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD8oxVczzw/SPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KMVXM88P0j8oep9QE0TTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Kveh0R0Z+L9mfIIY32X2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZnyCGN9l9r81sihGWKn0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NbIoRlip9L8+Hr8RJOjyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ph6/ESTo8r8P/1yahiTxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D/9cmoYk8b+M+D+ZSr/uvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jPg/mUq/7r9E+YXMNzTrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RPmFzDc067+I54wuh6jnvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iOeMLoeo57+QinLYsBzkvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kIpy2LAc5L+QRi7hIJHgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kEYu4SCR4L/AVtJGugzavw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wFbSRroM2r9YmgjQdfrSvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WJoI0HX60r9AlecvFt3Hvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QJXnLxbdx7+gpBjdtryzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oKQY3ba8s7+Ak204xWSfPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gJNtOMVknz/AUzN2ygu/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wFMzdsoLvz/QHzRoJRXMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD/QHzRoJRXMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD+ITtejiiLSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iE7Xo4oi0j8oep9QE0TTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IKCyyPo5678wP6tWSK7nvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MD+rVkiu57+UWlWBbyLkvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lFpVgW8i5L9Mgybo25bgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TIMm6NuW4L8ArtEvJRjavw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AK7RLyUY2r/4br7RzQXTvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+G6+0c0F07+wvJ6RgPPHvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sLyekYDzx7/AiePNd+izvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wInjzXfos7+AEE89Ir+ePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gBBPPSK/nj9AR/TssgG/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QEf07LIBvz/QHzRoJRXMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD/QHzRoJRXMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B80aCUVzD8gVwJmmi3SPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IFcCZpot0j8oep9QE0TTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3qwwwhv7/L8QuCB2Z7n8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ELggdme5/L8CA+JyiMP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AgPicojD+78CA+JyiMP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AgPicojD+78bzBfhZVb6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"G8wX4WVW+r9kYDdA3vr4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZGA3QN76+L8Kzu9PMWv3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Cs7vTzFr97/qZjsqcLP1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6mY7KnCz9b9L6mKGs/Tzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"S+pihrP0879fE+YOYjLyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XxPmDmIy8r/H96CPMW7wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"x/egjzFu8L98nr5bClLtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fJ6+WwpS7b8M82Aescbpvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DPNgHrHG6b9sMSZH7Trmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bDEmR+065r+8owh+L6/ivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gS9faquPAcDkDPSPFoUBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5Az0jxaFAcBwPt9B7HsBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cD7fQex7AcDkqGTC/HQBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5Khkwvx0AcANhPdYs3EBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DYT3WLNxAcDoJYLSm3QBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6CWC0pt0AcBhL5Rfh4IBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YS+UX4eCAcAqx+BN1aQBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KsfgTdWkAcAqx+BN1aQBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KsfgTdWkAcBTaL80ttQBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U2i/NLbUAcBTaL80ttQBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AbuaNiV7AsCI9KBWFVoCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iPSgVhVaAsDtkuwrzT4CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7ZLsK80+AsDgpTT89CgCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4KU0/PQoAsBXDtf17BgCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vw7X9ewYAsCKX1JPMhACwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DOmJFVgDBcBD2kq+QNsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Q9pKvkDbBMAA0hHPGFIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ANIRzxhSBMAA0hHPGFIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ANIRzxhSBMAA0hHPGFIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ANIRzxhSBMBMQ8lCiuUDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TEPJQorlA8A0qGvUsIwDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NKhr1LCMA8BKPg6VZj8DwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KHqfUBNE0z/QU5ETTEHRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0FORE0xB0T+glkQ6Ss/HPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oJZEOkrPxz+gz/ZIEbu6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oM/2SBG7uj+AvmLiZs+ZPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gL5i4mbPmT+ATPwnkzCqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u30ZM0Zx/b/3HKh3lrL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9xyod5ay/L+OUCBO/sj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jlAgTv7I+79zmeekl7z6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"c5nnpJe8+r9zmeekl7z6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"c5nnpJe8+r9Qt8ADQCv5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ULfAA0Ar+b/LjVx1CYH3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"y41cdQmB9786rcitLMz1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Oq3IrSzM9b8PNAF1LhH0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DzQBdS4R9L8UUbb+3VHyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FFG2/t1R8r8/8YD4yI/wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"P/GA+MiP8L9EWnFzOJjtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RFpxcziY7b9od7GMNg/qvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aHexjDYP6r9EUuflhoXmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RFLn5YaF5r/YIVJE8/vivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2CFSRPP74r8wHPEztubevw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MBzxM7bm3r+AWIEVLNrXvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gFiBFSza179QUMHMfNfQvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UFDBzHzX0L+QDbnxSNXDvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kA258UjVw78g3yZtqLaxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IN8mbai2sb8AgNs9h29jvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AIDbPYdvY79AlbJbAG2pPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QJWyWwBtqT9Aez0HKyG3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QHs9Byshtz8gvj8mwfe+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IL4/JsH3vj8g9GN3+pDBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IPRjd/qQwT/Qu7oLVTfBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Lu6C1U3wT/Qu7oLVTfBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Lu6C1U3wT+gz/ZIEbu6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AhpZC3ya/b+zLcYY/ZD8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sy3GGP2Q/L+3Q3jAI2b7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t0N4wCNm+7+YWGE3Hij6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mFhhNx4o+r9N4Lugcsf4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"V7Rw72TF879xBHhHDzvyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cQR4Rw878r/QgbyN+q3wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0IG8jfqt8L8UuMNBvD7uvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FLjDQbw+7r/8q+x4cijrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/KvseHIo678w1/BfdnTovw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MNfwX3Z06L9MaGdtImXmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TGhnbSJl5r8IVK1jF8bkvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CFStYxfG5L/UDoAiOn7jvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1A6AIjp+479cArIEeIbivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XAKyBHiG4r+8SeczRQnivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vEnnM0UJ4r+8SeczRQnivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vEnnM0UJ4r8cnpkZQ/Xhvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HJ6ZGUP14b8cnpkZQ/Xhvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HJ6ZGUP14b/YpjuVHF/ivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2KY7lRxf4r+kLwJ8kR7jvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pC8CfJEe479cmbl9gg/kvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XJm5fYIP5L8862aLXSHlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"POtmi10h5b/Q6SEkTk/mvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0OkhJE5P5r+wDm8f/Z3nvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sA5vH/2d579Q7k7rLvzovw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UO5O6y786L8EbBiqRxzqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BGwYqkcc6r+M16uguxDrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jNeroLsQ67+YteP/QOfrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mLXj/0Dn679guqNoCMXsvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YLqjaAjF7L8IxECPvsXtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CMRAj77F7b8IxECPvsXtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CMRAj77F7b8IxECPvsXtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CMRAj77F7b8IxECPvsXtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CMRAj77F7b8IxECPvsXtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CMRAj77F7b88w97asa7uvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PMPe2rGu7r9AIGsRNnHvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N9qFeMRV/L/PhVKavV77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z4VSmr1e+79IoijPCU36vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SKIozwlN+r9IoijPCU36vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SKIozwlN+r9nIEYGYq34vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZyBGBmKt+L9uobG9w/72vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bqGxvcP+9r+a7juxrEr1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mu47saxK9b/Vm3S+yZHzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Zt0vsmR87/F4Cd2a9Txvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xeAndmvU8b/Sms5a6RPwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0prOWukT8L/QsQZeGKPsvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0LEGXhij7L/Qu5Nvfxzpvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0LuTb38c6b/U6jVHX5Xlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Oo1R1+V5b8sSIEc9Q7ivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LEiBHPUO4r/gefiA6xXdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4Hn4gOsV3b+Y3arsChnWvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mN2q7AoZ1r9Q2A4aueXOvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UNgOGrnlzr/AFkdTKbnEvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wBZHUym5xL8AccUedb65vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AHHFHnW+ub+AWyqL6jurvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gFsqi+o7q78AcQTAiPqQvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AHEEwIj6kL8AxBLeVp6DPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AMQS3laegz8AID5j3oyUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ACA+Y96MlD8AID5j3oyUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ACA+Y96MlD8AtybbAsaOPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ALcm2wLGjj8AtybbAsaOPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ALcm2wLGjj8AA9XzQaGFvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAPV80Ghhb8AA9XzQaGFvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAPV80Ghhb/A4kPIwlesvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wOJDyMJXrL/gYbXl44O7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AaQjnjGkAMBFgexQ7ZMAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RYHsUO2TAMBH87sSZYUAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R/O7EmWFAMAOcXCcM3sAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DnFwnDN7AMBQTNOI4XoAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UEzTiOF6AMBuKRhtr5AAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bikYba+QAMBuKRhtr5AAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bikYba+QAMAqgX7LKbcAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KoF+yym3AMAqgX7LKbcAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KoF+yym3AMCGZojpN+8AwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hmaI6TfvAMDDZpaz8kIBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"w2aWs/JCAcDuzyXu0qABwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7s8l7tKgAcCZ8F83Dw4CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mfBfNw8OAsBVYIMnbpECwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZPuMiOSy6b8U5NDIlzDmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FOTQyJcw5r9oBlN+pK/ivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aAZTfqSv4r9wzwQkXWbevw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cM8EJF1m3r9AbTxNX4PXvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QG08TV+D178olny7QD7Svw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KJZ8u0A+0r/A5R5zJGrMvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wOUecyRqzL+gQrejlzLGvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oEK3o5cyxr/A7iV9g2DBvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wO4lfYNgwb9AWvo5qa+7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QFr6Oamvu78AL4QXTXe4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AC+EF013uL8AL4QXTXe4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AC+EF013uL/Ae9zGXgC5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wHvcxl4Aub/Ae9zGXgC5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wHvcxl4Aub8wCPbisBHAvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EHU5kRIx3b/ggbOCRB3Wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4IGzgkQd1r/QbAOhnRzOvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0GwDoZ0czr8wCPbisBHAvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MAj24rARwL+A9oTkI2yRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ODxiCoR35r+4wHtQvuTlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uMB7UL7k5b+QgCrNqtjlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kIAqzarY5b+QgCrNqtjlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kIAqzarY5b8w9yeziEzmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MPcns4hM5r8gXs0cJSTnvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IF7NHCUk578cPyQzRkLovw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HD8kM0ZC6L9IBaULy53pvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SAWlC8ud6b/AxrO2AQzrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wMaztgEM67+AhZmPoznsvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gIWZj6M57L8IxECPvsXtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CMRAj77F7b8IxECPvsXtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CMRAj77F7b8IxECPvsXtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CMRAj77F7b+kXafzy8Huvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pF2n88vB7r+kXafzy8Huvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DCQqb0Mh4b9A4ISxCazbvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QOCEsQms278YinECSKzWvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GIpxAkis1r84wRYgKOrSvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OMEWICjq0r8wwK6mTcnOvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MMCupk3Jzr8wwK6mTcnOvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MMCupk3Jzr8wwK6mTcnOvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MMCupk3Jzr+QKq55R3zKvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aBQAfEzS5b+EeshSvEfivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hHrIUrxH4r/IizncCHzdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yIs53Ah83b+IAmhsbWzWvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iAJobG1s1r8wwK6mTcnOvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MMCupk3Jzr+QxbUzn9rAvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8R8OM3o48r/5axupZXTwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+WsbqWV08L/4M41kmF7tvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+DONZJhe7b+o2IhxW9Ppvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qNiIcVvT6b/0dkRmr0fmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9HZEZq9H5r8IOnb8CLzivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fALo6Fi/7r/kqznsgf7svw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5Ks57IH+7L/MqkusbaLrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zKpLrG2i67+QOMkQEp/qvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kDjJEBKf6r944HPxRfTpvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eOBz8UX06b8cYYebl7vpvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HGGHm5e76b98ZYm7Nxnqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fGWJuzcZ6r+ck7JboQ3rvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nJOyW6EN6780FeTfp2bsvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NBXk36dm7L+cwAsWxNjtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nMALFsTY7b9kNIVpVDPvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZDSFaVQz77/5HEuL+DPwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+RxLi/gz8L/cFCAJcb/wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3BQgCXG/8L9o4ilIBVHxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aOIpSAVR8b8Tkt1y5+nxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"E5Ldcufp8b8Tkt1y5+nxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"E5Ldcufp8b8EkI54xpDyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BJCOeMaQ8r8EkI54xpDyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BJCOeMaQ8r8EkI54xpDyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BJCOeMaQ8r/FvxFNGjXzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ICAYMXoX5L8YiZquvy3ivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GImarr8t4r/w86YEpazgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8POmBKWs4L+g3H5dKPjevw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oNx+XSj43r+A1nuZx0Hdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gNZ7mcdB3b9QiwgHGJncvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UIsIBxiZ3L9QiwgHGJncvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UIsIBxiZ3L/Q3cCO4Nfcvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0N3AjuDX3L/Q3cCO4Nfcvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0N3AjuDX3L8QGBCXQxzevw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EBgQl0Mc3r8IKlrUXOvfvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cLE2LZ467b9QcGWBp6/pvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UHBlgaev6b/wqBL0PyTmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8KgS9D8k5r+YcHHe5pjivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mHBx3uaY4r8QGBCXQxzevw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+o9A0gRe/7/TFb8UeEv/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0xW/FHhL/787uGSuG1b/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O7hkrhtW/7/cu6Fxrn//vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3Luhca5//78BkbX0O93/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AZG19Dvd/7/PmTJjIjcAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z5kyYyI3AMDPmTJjIjcAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z5kyYyI3AMABpCOeMaQAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AaQjnjGkAMABpCOeMaQAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AaQjnjGkAMABpCOeMaQAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GGZgGYgU7r/8HtKZ+Wztvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/B7Smfls7b8ETNkM/irtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BEzZDP4q7b/s4EwV22rtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7OBMFdtq7b9Y8loNmz3uvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WPJaDZs97r84+bIFE4Tvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OPmyBROE779dlgRxLHnwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XZYEcSx58L+vqJGOUCbxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"r6iRjlAm8b9X92EWM8Lxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"V/dhFjPC8b+sSDOcbVjyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rEgznG1Y8r+m/LGdJAfzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pvyxnSQH87+04RRBsa7zvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tOEUQbGu87+04RRBsa7zvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tOEUQbGu878EpwURumf0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BKcFEbpn9L8EpwURumf0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BKcFEbpn9L8EpwURumf0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BKcFEbpn9L+QSkdDOiX1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kEpHQzol9b87FBmwr8T1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OxQZsK/E9b/+uONbbaH2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/rjjW22h9r9vqH3SonX3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b6h90qJ19789OMzL7Un4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7OZoob57+L8q5Gw9ynz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KuRsPcp8+b/3lKDZ3Xf6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"95Sg2d13+r8hZ5F/vHv7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IWeRf7x7+79TIP1TaFf8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UyD9U2hX/L8COJSD/S39vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AjiUg/0t/b+7Lykp30D+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uy8pKd9A/r8CMdCjb3H/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AjHQo29x/78CMdCjb3H/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AjHQo29x/78CMdCjb3H/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aSzW/QfX8L/yq8C+Zlvwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8qvAvmZb8L+McuLMBAzwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jHLizAQM8L/slp7xL9rvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7Jae8S/a778p65ZWzQvwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KeuWVs0L8L+iN5VD2nLwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ojeVQ9py8L/4Dc/H+RDxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+A3Px/kQ8b9ygn5bNrrxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"coJ+Wza68b8EkI54xpDyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BJCOeMaQ8r8EkI54xpDyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BJCOeMaQ8r8EkI54xpDyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BJCOeMaQ8r83Hl9MTS3zvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Nx5fTE0t8783Hl9MTS3zvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j+scH5Dd879lgGOb7inzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZYBjm+4p87+zZ8E02anyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s2fBNNmp8r9UVLTm8lfyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VFS05vJX8r93/TiAxDLyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d/04gMQy8r+YONZcnkPyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mDjWXJ5D8r+UF0s0dZTyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lBdLNHWU8r8ARAWXnRbzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AEQFl50W8789PeCA5arzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PT3ggOWq87+LWR2/J0D0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i1kdvydA9L+jjzG50uT0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"o48xudLk9L9Q0x14fov1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UNMdeH6L9b9Q0x14fov1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UNMdeH6L9b8DvnyprT72vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A758qa0+9r8DvnyprT72vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A758qa0+9r8DvnyprT72vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A758qa0+9r/fFodKHQb3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZPKOs7PF9r8Izo4Cck/2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CM6OAnJP9r8i+vnj9Qr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ivr54/UK9r+Ok4kmr/H1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jpOJJq/x9b/ME8iuuf/1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zBPIrrn/9b9SZtZGXTr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UmbWRl069r+4Gkia5Zr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uBpImuWa9r+4Gkia5Zr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uBpImuWa9r+JTGl/hhn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iUxpf4YZ97+JTGl/hhn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iUxpf4YZ978VABiqKrf3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FQAYqiq3978VABiqKrf3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FQAYqiq39794KvVtGaP4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eCr1bRmj+L+kdZpulDv5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pHWabpQ7+b9PgSkBKY/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"T4EpASmP+b/URc4AiLP5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1EXOAIiz+b/vPHbTfbf5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7zx20323+b/s7RIVj5D5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7O0SFY+Q+b+O8nr8LTb5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jvJ6/C02+b+O8nr8LTb5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jvJ6/C02+b/dxlLMV5f4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3cZSzFeX+L/dxlLMV5f4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3cZSzFeX+L//y12q7pn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/8tdqu6Z97//y12q7pn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/8tdqu6Z978DvnyprT72vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A758qa0+9r8DvnyprT72vw==\",\"dtype\":\"float64\",\"shape\":[2]}],\"ys\":[{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMDfNj1+EDIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3zY9fhAyBsBM9KcMIWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TPSnDCFkBMDwDJ3IMZYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8AydyDGWAsDI4WYEQ8gAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yOFmBEPIAMAAdJhKq/T9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AHSYSqv0/b8KAPdJ2Fj6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CgD3SdhY+r9xECJ4Gr32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cRAieBq99r9ZlKxhlSHzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WZSsYZUh87/0brMtRg3vvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9G6zLUYN778c/56JKNrnvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HP+eiSja579IJGc+Ga3gvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SCRnPhmt4L94EyjgQxbTvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eBMo4EMW079ARxGKkLyzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QEcRipC8s7+gRxGS6FTCPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oEcRkuhUwj+Adf0CembXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gHX9Anpm1z+Adf0CembXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gHX9Anpm1z+krr6/SQ7gPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pK6+v0kO4D+krr6/SQ7gPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pK6+v0kO4D+YcbNHDdnjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mHGzRw3Z4z9goeem9oHnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YKHnpvaB5z8IZ58qKJ3qPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CGefKiid6j8AhMOi/ortPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AITDov6K7T8IH50UgDbwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CB+dFIA28D+IU/drp7LxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iFP3a6ey8T9gWJsjsRnzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YFibI7EZ8z9gWJsjsRnzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YFibI7EZ8z+MYmc/IBD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jGJnPyAQ9D+MYmc/IBD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jGJnPyAQ9D9gRlmpJoP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YEZZqSaD9D9gRlmpJoP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YEZZqSaD9D+Qa1qHS8H0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kGtah0vB9D+Ek0mVKN30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hJNJlSjd9D/40b9+eer0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+NG/fnnq9D/EgdJpM+70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xIHSaTPu9D/EgdJpM+70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xIHSaTPu9D8s7M0hRPD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LOzNIUTw9D8s7M0hRPD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LOzNIUTw9D9gNOkjLvX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YDTpIy719D8gW0VTVvj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IFtFU1b49D9UggIw5Pn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VIICMOT59D8svEwOYvr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LLxMDmL69D9AklayfPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QJJWsnz69D/8Pnye2vr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/D58ntr69D90fUvqjvv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dH1L6o779D9YWIM1L/z0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WFiDNS/89D9cQCzUevz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XEAs1Hr89D+4Ad8cdfz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uAHfHHX89D+UcrAfU/z0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lHKwH1P89D/wBHoUY/z0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8AR6FGP89D+YM69osfz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mDOvaLH89D+wmMiw//z0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sJjIsP/89D/oMcbpH/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6DHG6R/99D9ANH4DDv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QDR+Aw799D8oEj0f6/z0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KBI9H+v89D/MonqF7fz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zKJ6he389D+IIhsUH/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iCIbFB/99D+gXPH6Uv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oFzx+lL99D/kPSSFZf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5D0khWX99D/IumsRUv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yLprEVL99D8U0sc4Mv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FNLHODL99D8MwVDkMP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DMFQ5DD99D9M5AP3Vf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TOQD91X99D/MWSaEff30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zFkmhH399D9UEuDVif30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VBLg1Yn99D9Useekdv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VLHnpHb99D9IaRG1Wf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SGkRtVn99D8YA4c8V/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GAOHPFf99D88nKCTdf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PJygk3X99D9YsKUUlv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WLClFJb99D8oju3unv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KI7t7p799D/I2+lbjP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yNvpW4z99D+4m5/Ycf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uJuf2HH99D/8Zosib/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/GaLIm/99D/4+g5Vif30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+PoOVYn99D+gNZ1Ipf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oDWdSKX99D/w9O/uq/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8PTv7qv99D9g8H0Dmv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YPB9A5r99D+Y6peEgf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mOqXhIH99D8c5BXvfv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HOQV73799D+EehpXlv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hHoaV5b99D8EWVYVr/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BFlWFa/99D8Q5JMytP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EOSTMrT99D8Mw9jlov30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DMPY5aL99D84b18ejP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OG9fHoz99D9EgUTTif30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RIFE04n99D/gR/U3n/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4Ef1N5/99D8oEzqMtf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KBM6jLX99D/gGR+Euf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4BkfhLn99D+8ULLKqP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vFCyyqj99D+cP4+Ck/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nD+PgpP99D9sSK+Ukf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bEivlJH99D8oPsNwpf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KD7DcKX99D/gGpbbuf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4BqW27n99D9oQfTsvP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aEH07Lz99D8kJtq8rP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JCbavKz99D9MHoXKmP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TB6Fypj99D/MYnNBl/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zGJzQZf99D/EiWrkqf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xIlq5Kn99D98jWK7vP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fI1iu7z99D8kBlAQv/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JAZQEL/99D9MBKNhr/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TASjYa/99D90s3+lnP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dLN/pZz99D/8xNWCm/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/MTVgpv99D+AeTsirf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gHk7Iq399D+QtuGgvv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kLbhoL799D8QoBdXwP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EKAXV8D99D/8zckjsf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/M3JI7H99D9YsP2En/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WLD9hJ/99D8wQfbGnv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MEH2xp799D+ASAaIr/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gEgGiK/99D/wvmLZv/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8L5i2b/99D/ULt8Gwf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1C7fBsH99D+8Qk1Ksv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vEJNSrL99D9YKqG0of30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WCqhtKH99D8g+31Xof30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IPt9V6H99D/YJNlUsf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2CTZVLH99D8UgiSZwP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FIIkmcD99D8EDN9Owf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BAzfTsH99D8MGmsFs/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DBprBbP99D8wgeFno/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MIHhZ6P99D/QSLpmo/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Ei6ZqP99D98re2zsv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fK3ts7L99D9EOxoEwf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RDsaBMH99D+MlalPwf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jJWpT8H99D/kfmp2s/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5H5qdrP99D+YPE7CpP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMA7X5J/EDIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O1+SfxAyBsAeqcARIWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HqnAESFkBMBu+lbYMZYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bvpW2DGWAsDXPSMyQ8gAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1z0jMkPIAMCfzlxPrPT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n85cT6z0/b+ZXdAr21j6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mV3QK9tY+r/FNE2XIr32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xTRNlyK99r+s/9ArrCHzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rP/QK6wh87/YcxhIxQ3vvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2HMYSMUN77+8FiXChtvnvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vBYlwobb579MQh1eybDgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TEIdXsmw4L+otxl4UCnTvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qLcZeFAp07/gkh3ZqnS0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4JId2ap0tL8we4X0N4zBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MHuF9DeMwT9YRdxoSbHWPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WEXcaEmx1j9YRdxoSbHWPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WEXcaEmx1j8koQqePIzgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JKEKnjyM4D8koQqePIzgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMCES5yAEDIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hEucgBAyBsBZ0rkVIWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WdK5FSFkBMDzmZrkMZYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"85ma5DGWAsC27NJVQ8gAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tuzSVUPIAMBYEwQbrfT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WBMEG630/b+W9+1s3Vj6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lvftbN1Y+r8npqb1KL32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J6am9Si99r+NyH0dviHzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jch9Hb4h878gVSj+KQ7vvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IFUo/ikO779ETmQzntznvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RE5kM57c579wuMEIwbPgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cLjBCMGz4L84n7Ao6TjTvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OJ+wKOk407/gB5aQfg+1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4AeWkH4Ptb/wBnbfCNvAPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8AZ23wjbwD/YiOem4PvVPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMCidmKBEDIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"onZigRAyBsCW2q8YIWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ltqvGCFkBMDHkL7tMZYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"x5C+7TGWAsDFr2xwQ8gAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xa9scEPIAMA4ytqyrfT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OMrasq30/b8uImAb31j6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LiJgG99Y+r+0B3C2Lb32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tAdwti299r9Np4CFyyHzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TaeAhcsh87+c3S1qdQ7vvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nN0tanUO77+sePtXcd3nvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rHj7V3Hd578MPXtTBrbgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMD2u+qBEDIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9rvqgRAyBsCIPrkaIWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iD65GiFkBMBZvgj0MZYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Wb4I9DGWAsDfKL6CQ8gAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3yi+gkPIAMDtwIwbrvT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7cCMG670/b/kts1E4Fj6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5LbNROBY+r9iSisCMb32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YkorAjG99r+0Gu/e1CHzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tBrv3tQh87+8ObpVqg7vvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vDm6VaoO779A/Z00Bt7nvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QP2dNAbe579QiRLkpLfgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UIkS5KS34L/wZpKYyU3Tvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8GaSmMlN079A/3uWkOS1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QP97lpDktb9ARB+Ht7q/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QEQfh7e6vz9wonnTDOTUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cKJ50wzk1D/4FJQs6MvgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+BSULOjL4D8so5EvzknnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LKORL85J5z8so5EvzknnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LKORL85J5z/oA58zmsjqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6AOfM5rI6j/oA58zmsjqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6AOfM5rI6j9IR/7Wm9jtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SEf+1pvY7T9IR/7Wm9jtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SEf+1pvY7T/wWk5xv0DwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAk8TqCEDIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JPE6ghAyBsApLuwbIWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KS7sGyFkBMDc6Lz3MZYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3Oi89zGWAsDO+oiNQ8gAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zvqIjUPIAMD4j0hZrvT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+I9IWa70/b/xSG304Fj6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8Uht9OBY+r+KE4X1Mr32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ihOF9TK99r9xV7Vs2iHzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cVe1bNoh87/IB8kryg7vvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yAfJK8oO77/sjfvmYd7nvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7I375mHe57+MoOwCqrjgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jKDsAqq44L8IGEE/flPTvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CBhBP35T07/AGKjlwiG2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wBio5cIhtr+AhMlofSG/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gITJaH0hvz9Ik5fU64rUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SJOX1OuK1D+oWxFua2rgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMD4rFeCEDIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+KxXghAyBsBAT1ocIWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QE9aHCFkBMCuDRL5MZYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rg0S+TGWAsB4wW+RQ8gAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eMFvkUPIAMB3QsdvrvT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d0LHb670/b/m1EI14Vj6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5tRCNeFY+r8aNryxM732vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gja8sTO99r+wvxeT3CHzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sL8Xk9wh87+gL27n1g7vvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oC9u59YO778Agq8uiN7nvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AIKvLoje57+8hXN1ILngvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vIVzdSC54L9wGTvhT1bTvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cBk74U9W078gQNpN2UK2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IEDaTdlCtr/AuZqtp8a+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wLmarafGvj/wXt/4+lHUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8F7f+PpR1D9sGw8S5CjgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bBsPEuQo4D8YHWymUvDlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GB1splLw5T/Q0g5ih7zrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0NIOYoe86z/Q0g5ih7zrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0NIOYoe86z9squSCIUTvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bKrkgiFE7z9squSCIUTvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bKrkgiFE7z9ofvcJduDwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aH73CXbg8D9ofvcJduDwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMA7H0SCEDIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ox9EghAyBsAdtg8cIWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HbYPHCFkBMDD2yz4MZYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"w9ss+DGWAsCaNNqOQ8gAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mjTajkPIAMCTkzthrvT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k5M7Ya70/b+MgP4M4Vj6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jID+DOFY+r+1qohEM732vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"taqIRDO99r+vi6R32yHzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"r4ukd9sh879cOCWW0Q7vvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XDglltEO77/s+2A6fd7nvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7PtgOn3e578cFkmrELngvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HBZJqxC54L8wuW3ybVbTvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MLlt8m1W078gr0064Um2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IK9NOuFJtr+AEpPNXaa+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gBKTzV2mvj8AU53BCzfUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AFOdwQs31D+A2zXmKATgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gNs15igE4D/UbZeBoJflPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMDMbAmCEDIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zGwJghAyBsCgYi8bIWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oGIvGyFkBMCWfHn1MZYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lnx59TGWAsBGtgOHQ8gAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RrYDh0PIAMBlErI0rvT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZRKyNK70/b9/0aiP4Fj6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"f9Goj+BY+r//8InmMb32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"//CJ5jG99r+MzTyw1yHzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jM08sNch87/4Zk4IvQ7vvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+GZOCL0O77+gwL0YR97nvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oMC9GEfe579YfHQNi7jgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WHx0DYu44L9Iy8QkGFTTvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SMvEJBhU079Ak74Jazi2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QJO+CWs4tr8ADb43Mr2+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AA2+NzK9vj8gdXjGozjUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IHV4xqM41D/wRBrhH/XfPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8EQa4R/13z/0Q0yhcnDlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMDKo8SBEDIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yqPEgRAyBsA+OCgaIWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PjgoGiFkBMAF3EzyMZYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BdxM8jGWAsAyd8V9Q8gAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MnfFfUPIAMBVKuT/rfT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VSrk/630/b/ifcz531j6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4n3M+d9Y+r+ghzE+ML32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oIcxPjC99r9x7WIA0yHzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ce1iANMh87904KuXog7vvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dOCrl6IO77+4wNV3/d3nvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uMDVd/3d57941WQOxLfgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eNVkDsS34L/I7srFJFDTvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yO7KxSRQ07+gKCw4TxS2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oCgsOE8Utr/gM2g2zQO/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4DNoNs0Dvz/YIC71alTUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2CAu9WpU1D/4YJUnPgrgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+GCVJz4K4D/0xwtBfnblPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMB/meKBEDIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"f5nigRAyBsAJ65kaIWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CeuZGiFkBMBD7abzMZYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Q+2m8zGWAsAUzJuBQ8gAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FMybgUPIAMBBS90UrvT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QUvdFK70/b/VdOUw4Fj6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1XTlMOBY+r9hRILFML32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YUSCxTC99r9XOS4h1CHzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VzkuIdQh87/MYH3ApQ7vvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zGB9wKUO779MUcWE+N3nvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TFHFhPjd57+kwFU/hLfgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pMBVP4S34L9oO9Tgwk3Tvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aDvU4MJN079AibATrvO1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QImwE67ztb/AFLGpZFm/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wBSxqWRZvz+QXH4gyYDUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kFx+IMmA1D8o4WVx0y7gPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KOFlcdMu4D+cPaBcxaXlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAP+h+EEDIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D/ofhBAyBsDDJyUjIWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wyclIyFkBMB90uUNMpYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fdLlDTKWAsA0gFfNQ8gAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NIBXzUPIAMBh5vK+r/T9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Yebyvq/0/b8rh7HL5Fj6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K4exy+RY+r/hYO5BPb32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4WDuQT299r9b9ZTy9CHzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W/WU8vQh87+UD3dHSg/vvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lA93R0oP77+42AL6e9/nvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uNgC+nvf57/cqbXEqbrgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3Km1xKm64L/wyxEJX1jTvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8MsRCV9Y07/AaZ/7oiW2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wGmf+6Iltr+ARDCYUEi/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gEQwmFBIvz/go1r1qJfUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4KNa9aiX1D9kHzdf5FLgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZB83X+RS4D8k2Ki6oenlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JNiouqHp5T+4EQzkr+3qPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uBEM5K/t6j+0gG2mNjbvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tIBtpjY27z+8TpkRkD3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vE6ZEZA98T+kW3ZruonyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pFt2a7qJ8j9ABbE7K53zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMBGa3uQEDIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rmt7kBAyBsCUrElSIWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lKxJUiFkBMCIdLyeMpYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iHS8njKWAsDkhGZvRcgAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5IRmb0XIAMAekDjwuPT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HpA48Lj0/b9VTlpA/lj6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VU5aQP5Y+r99BwFqgr32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fQcBaoK99r9DAC90qyLzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QwAvdKsi87+kBtkH4BLvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pAbZB+AS779ATV0Kyufnvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QE1dCsrn57+Uon6l+8vgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lKJ+pfvL4L8Y+9tBZJbTvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GPvbQWSW07+gttqnNZe3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oLbapzWXt78AbXYQ5ou9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AG12EOaLvT8oP0vEgTHUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KD9LxIEx1D/EbCKkPzjgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xGwipD844D+s04srY/zlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rNOLK2P85T9Iy1P1qDnrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SMtT9ag56z8gjoZVTazvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"II6GVU2s7z+8W5mjwl/xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vFuZo8Jf8T8smH5xpoHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMD6tuDeEDIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+rbg3hAyBsBzl698ImQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"c5evfCJkBMC7D8ovNpYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uw/KLzaWAsBQiTaoT8gAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UIk2qE/IAMD9NM7I8fT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/TTOyPH0/b/FVgZsmFn6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xVYGbJhZ+r/TS6GPF7/2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"00uhjxe/9r8t7BCwoybzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LewQsKMm879YaA2GVyXvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMCgyotgEzIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oMqLYBMyBsA3E6H3K2QEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NxOh9ytkBMD6VbXeUpYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+lW13lKWAsASTbxJoMgAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ek28SaDIAMCT+pXIo/b9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k/qVyKP2/b90brf38V36vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dG639/Fd+r8TBJ0Mdsn2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EwSdDHbJ9r9TdRXN+Tzzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMCerS95KjIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nq0veSoyBsA92drvgWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Pdna74FkBMDTrfMCTpcCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"063zAk6XAsCwn97DN8sAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sJ/ewzfLAMCdj1RqPgP+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nY9Uaj4D/r/0rdslMXn6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMBX9Qg/3joGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"V/UIP946BsAk31RNCH4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JN9UTQh+BMDI2OsIicoCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yNjrCInKAsDpawrpnx4BwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6WsK6Z8eAcCZbGCKxO7+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cKndeS9awj9Ajmycsl69Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QI5snLJevT/AnwHAveWjvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wJ8BwL3lo79AE/kkkxvJvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QBP5JJMbyb+oQaohKeLWvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qEGqISni1r+UKGBVFMHgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lChgVRTB4L/88t7teTvmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/PLe7Xk75r+caVdueOTrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nGlXbnjk679vm+IIMt/wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b5viCDLf8L9HnopPfuTzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R56KT37k87/lQbX8nQD3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5UG1/J0A979Jfh1p3TD6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SX4dad0w+r96Y4yrrXH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"emOMq61x/b/Xxf8ep18AwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"18X/HqdfAMB710li6woCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"e9dJYusKAsBdQFbheLgDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XUBW4Xi4A8Dd59gwemUFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3efYMHplBcAbbN+rYbMGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"G2zfq2GzBsAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"B3Dg0X0j9L9g+wiAn272vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YPsIgJ9u9r8ZoOSNQdH4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GaDkjUHR+L8oJeAvp077vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KCXgL6dO+7/c9UGm7un9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3PVBpu7p/b8YwTztqVIAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GME87alSAMDvlzaAs8ABwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"75c2gLPAAcC9r4FgWz4DwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"va+BYFs+A8D2ELc16ckEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9hC3NenJBMCNsBOV0GAGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jbATldBgBsAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0MbkIBzZ+r/TgjW4Ihz9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"04I1uCIc/b+F3BSh6nX/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hdwUoep1/7/V4zgF6vQAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1eM4Ber0AMCUEtL9lz0CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lBLS/Zc9AsAfqfqIOJYDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H6n6iDiWA8Bm11FRWf8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZtdRUVn/BMBJ0TBNgXgGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SdEwTYF4BsAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4ml3AfVkAMDIeHsNXIcBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yHh7DVyHAcCDfzRpXrUCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"g380aV61AsDmrQkRsPADwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5q0JEbDwA8DyJgGZ5DoFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8iYBmeQ6BcBRutJkMpUGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UbrSZDKVBsAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zXF3V8TPAcDqu0ajPPsBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6rtGozz7AcBgV6Y68BYDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YFemOvAWA8A1mSIlOT0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NZkiJTk9BMAKEfWrum8FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ChH1q7pvBcDtpB43KbAGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7aQeNymwBsAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAACMAAAAAAAAAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPfg7TREDECg9+DtNEQMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPfg7TREDECg9+DtNEQMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPfg7TREDECg9+DtNEQMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPfg7TREDEAUgz4Y59wLQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FIM+GOfcC0AMUjuT8kwLQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DFI7k/JMC0AO25EXPoUKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DtuRFz6FCkCaBBGXr5QJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mgQRl6+UCUAALJ9CV5EIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ACyfQleRCED+xLxtYnQHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/sS8bWJ0B0Bqo1bnsTIGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aqNW57EyBkBQx+E+zsIEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UMfhPs7CBEASsPpG9RwDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ErD6RvUcA0Do9pQSOFgBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6PaUEjhYAUDMZFpPDhr/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zGRaTw4a/z/MZFpPDhr/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zGRaTw4a/z9w5ZJkonf8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cOWSZKJ3/D9w5ZJkonf8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cOWSZKJ3/D+8TFnUJWf6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vExZ1CVn+j+8TFnUJWf6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vExZ1CVn+j+0HCf3CsX4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tBwn9wrF+D+0HCf3CsX4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tBwn9wrF+D/kaK93C373Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5Givdwt+9z8Ur3aaGXL2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FK92mhly9j84jhhwer/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OI4YcHq/9T/8XJG01lb1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/FyRtNZW9T/8XJG01lb1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/FyRtNZW9T+o6mgo4yn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qOpoKOMp9T/UlRG8NRT1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EIE9nFdmCkAQgT2cV2YKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EIE9nFdmCkAQgT2cV2YKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EIE9nFdmCkAQgT2cV2YKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EIE9nFdmCkAmUO7OXf8JQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JlDuzl3/CUDE0Y4T1G8JQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xNGOE9RvCUCAZGAhj6gIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gGRgIY+oCEBAEDLrSbgHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gAqaSnqICECACppKeogIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gAqaSnqICECACppKeogIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gAqaSnqICECACppKeogIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gAqaSnqICEAImp97ECIIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CJqfexAiCEBQzeAlPZMHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UM3gJT2TB0Cs5zI6ucwGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rOcyOrnMBkBcP6r67NwFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XD+q+uzcBUBIfm+w8doEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SH5vsPHaBEDSwdqOHcEDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8pP2+JyqBkDyk/b4nKoGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8pP2+JyqBkDyk/b4nKoGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8pP2+JyqBkAoY/YfLEUGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KGP2HyxFBkCSw9+QlrcFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ksPfkJa3BUBKYVO2YvIEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SmFTtmLyBECSSxXPagMEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Yh1Tp7/MBEBiHVOnv8wEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Yh1Tp7/MBEBiHVOnv8wEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Yh1Tp7/MBECQhQo+/GgEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kIUKPvxoBEBQZjmHi90DQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UGY5h4vdA0C8KcLdoxoDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vCnC3aMaA0DU1LCLDC0CQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1NSwiwwtAkAIpaWA8C4BQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CKWlgPAuAUC80MxFPB4AQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vNDMRTweAEDY3qQWyvH9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RjAMBAURAUBGMAwEBREBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RjAMBAURAUBGMAwEBREBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RjAMBAURAUAsVlqHXLUAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LFZah1y1AEBItk0RgTQAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SLZNEYE0AEBk+M1Szvr+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZPjNUs76/j9k+M1Szvr+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZPjNUs76/j/MAcSdTY79Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zAHEnU2O/T/MAcSdTY79Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zAHEnU2O/T9kk4SREQL8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZJOEkREC/D9kk4SREQL8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZJOEkREC/D/4JEOTHm36Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+CRDkx5t+j/4JEOTHm36Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+CRDkx5t+j8ExixyNfX4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BMYscjX1+D8ExixyNfX4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cHPRZE9m/j9wc9FkT2b+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cHPRZE9m/j9wc9FkT2b+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cHPRZE9m/j+4H+QOq8H9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uB/kDqvB/T9MDECB/9j8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TAxAgf/Y/D8MkPl1kYj7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DJD5dZGI+z8MkPl1kYj7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DJD5dZGI+z9sISclVkb6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bCEnJVZG+j9sISclVkb6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UIaKwZSq+j9QhorBlKr6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UIaKwZSq+j9QhorBlKr6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UIaKwZSq+j8ASWUb6Sj6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AEllG+ko+j/ETZXtv3D5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xE2V7b9w+T9c5rYdzF/4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XOa2Hcxf+D9c5rYdzF/4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XOa2Hcxf+D8Mp6Q963P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DKekPetz9z8Mp6Q963P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rNJvTHc1B8D+dnfOh2cFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/nZ3zodnBcByno5nmJkDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cp6OZ5iZA8Bi5HJBqcsBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YuRyQanLAcDlqYihdfv/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5amIoXX7/78n8EeynF/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J/BHspxf/L99gdafzsP4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fYHWn87D+L+N1JbyHSj1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jdSW8h0o9b94zKeFuozxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eMynhbqM8b+sRm1rL+Trvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rEZtay/k678I5bJsXLLkvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"COWybFyy5L8w1zBIsw7bvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MNcwSLMO27/wFGfFAprJvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"niBu5OP9C0DIlGqS/jMKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yJRqkv4zCkDEDtavSGsIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xA7Wr0hrCEBSlXPWO6QGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UpVz1jukBkCWVUqySN8EQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"llVKskjfBED2uKemcx0DQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9rinpnMdA0CyUZu5p18BQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"slGbuadfAUAQNxHiNE7/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EDcR4jRO/z9Msj/kxuv7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TLI/5Mbr+z8wg5zlI3L5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MIOc5SNy+T+41KGRyt33Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uNShkcrd9z/sJZEGbsT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7CWRBm7E9j/IVeMUp971Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yFXjFKfe9T/IVeMUp971Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yFXjFKfe9T8IrG4hwVL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CKxuIcFS9T8IrG4hwVL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CKxuIcFS9T+A3Hl1zo30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gNx5dc6N9D+A3Hl1zo30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gNx5dc6N9D9wbEb64Z/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cGxG+uGf8z+cD44c82/yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nA+OHPNv8j880JqyzRrxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PNCass0a8T/QzsaROZ7vPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0M7GkTme7z/MtH66fkntPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zLR+un5J7T+8NkpB7zrrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vDZKQe866z+07H2YGV/pPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tOx9mBlf6T/UMuNEKpnnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1DLjRCqZ5z8kQjOGicXlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JEIzhonF5T8Y2a5fi7TjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GNmuX4u04z8o1VcV+JPhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KNVXFfiT4T9AiTLLTN3ePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QIkyy0zd3j8QgFOl3U7aPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EIBTpd1O2j9o4Tx7QCPVPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aOE8e0Aj1T/QH4m9r2fNPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0B+Jva9nzT8gVLskUMe9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IFS7JFDHvT8gVLskUMe9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IFS7JFDHvT+AbTC7NPGVvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gG0wuzTxlb+AbTC7NPGVvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gG0wuzTxlb8wAP9Vn/bJvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MAD/VZ/2yb8wAP9Vn/bJvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MAD/VZ/2yb+oriKQ98favw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qK4ikPfH2r+0NhB90yTkvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tDYQfdMk5L/QskzZoNXqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0LJM2aDV6r9MEKgXNcLwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TBCoFzXC8L9J7W8dCRz0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Se1vHQkc9L/XDviSXHn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1w74klx597/fXrGy7dn6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"316xsu3Z+r+tQeRPbDz+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rUHkT2w8/r/Uv8LAQc8AwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1L/CwEHPAMDkuPyN730CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5Lj8je99AsAMD/1R5f4DwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DA/9UeX+A8CIjLglzvYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iIy4Jc72BMBnu6zTJ48FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z7us0yePBcA3kbKGN+wFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N5GyhjfsBcBxiVyuIiIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cYlcriIiBsBxiVyuIiIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cYlcriIiBsBxiVyuIiIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cYlcriIiBsBxiVyuIiIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cYlcriIiBsBxiVyuIiIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cYlcriIiBsAryh7eThYGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K8oe3k4WBsBBm5nyGOIFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZpYn9N+SA8CWPMFE290DwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ljzBRNvdA8BUBdSan/oEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VAXUmp/6BMBxiVyuIiIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cYlcriIiBsB5PC8wFlYHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eTwvMBZWB8B5PC8wFlYHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eTwvMBZWB8BAGUkOaKgHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QBlJDmioB8BAGUkOaKgHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QBlJDmioB8DcLqXA/dYHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3C6lwP3WB8DcLqXA/dYHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7FMDheDM7L9JJP5eVLXwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SST+XlS18L9dQJY2QRvzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XUCWNkEb878+fMfFY5v1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PnzHxWOb9b/m8MyBrDj4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5vDMgaw4+L+lSIfOS/X6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pUiHzkv1+r8bhH6i6dH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"G4R+ounR/b+OOrq6n2YAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sHl1PmtV5b9kXAvbHf7pvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZFwL2x3+6b8A9D8yyNPuvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"APQ/MsjT7r90PJnfOO7xvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dDyZ3zju8b+NSFFn3I70vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jUhRZ9yO9L9cW3Hp5k33vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XFtx6eZN97/AHMakDSz6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wBzGpA0s+r8fza0NMij9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6D7P7+u727/4v1ZkFZnivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+L9WZBWZ4r9M1hK/Pn/nvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TNYSvz5/57+gJ94l35Xsvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oCfeJd+V7L84D30YCvHwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OA99GArx8L+fqZbA+bPzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n6mWwPmz87+WU8BpjpT2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UBmkanm13D/4oKgfjr3bPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+KCoH4692z+A3oO30xDRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN6Dt9MQ0T8AT4MqCzW5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AE+DKgs1uT9ABSEzYEmyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QAUhM2BJsr9QD1Q5hC/Pvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UA9UOYQvz7+wuNe5L8/avw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vupU3AK8B0DwGge0zGMGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8BoHtMxjBkC24Pq5ATkFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tuD6uQE5BUAq7UX1LS4EQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ku1F9S0uBECAiGRPiDUDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gIhkT4g1A0D26hVb4nMCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9uoVW+JzAkD26hVb4nMCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9uoVW+JzAkDuq5w+7cIBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7qucPu3CAUCIxDZz8D0BQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iMQ2c/A9AUAaxH5juNcAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GsR+Y7jXAEB8J7/WS4gAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fCe/1kuIAEBAvyDif0kAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QL8g4n9JAEAYekHfJBYAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GHpB3yQWAEAQtquRCdT/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ELarkQnU/z/0WwTjUoP/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9FsE41KD/z9gsiL5+DP/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YLIi+fgz/z+wW15f19/+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sFteX9ff/j88046wFYD+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PNOOsBWA/j+ggLuJAwz+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oIC7iQMM/j/w9TsnZXf9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8PU7J2V3/T9Qjiv0eq/8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UI4r9Hqv/D9IxtsDaMD7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SMbbA2jA+z/wXaOASLT6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8F2jgEi0+j/QjVY7Q4b5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0I1WO0OG+T8A1J3FNiT4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ANSdxTYk+D9EBz3ZgW32Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RAc92YFt9j+0xZK29j/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tMWStvY/9D8EDkEfQuvxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BA5BH0Lr8T8EDkEfQuvxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BA5BH0Lr8T9UIu+FbknuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VCLvhW5J7j9UIu+FbknuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VCLvhW5J7j+0o91oVHfnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tKPdaFR35z+weH32qfvgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sHh99qn74D8A2bsIF4HVPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5DNCP8WUB0B0S5HBko4GQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dEuRwZKOBkCYjVmp4pcFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mI1ZqeKXBUCaGqcoVMoEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mhqnKFTKBECyM8olzDIEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sjPKJcwyBECU3Ax5x8EDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lNwMecfBA0C4iwRFB2wDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uIsERQdsA0BYMQXzoSkDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WDEF86EpA0BS7OHwjvQCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Uuzh8I70AkBalY9+M8gCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WpWPfjPIAkBKTayY76ACQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Sk2smO+gAkBwPkaiuXsCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cD5Gorl7AkDE3/XGw1UCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xN/1xsNVAkCk+IQ6GSwCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pPiEOhksAkC8QCXmQPsBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vEAl5kD7AUAy3Nmqs74BQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MtzZqrO+AUAqsIWl+W8BQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KrCFpflvAUCIsATQKgUBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iLAE0CoFAUB2LFaFi4YAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dixWhYuGAEBsn2iOuu7/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bJ9ojrru/z9wc9FkT2b+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cHPRZE9m/j9wc9FkT2b+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cHPRZE9m/j9wc9FkT2b+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cHPRZE9m/j8cgEhpad/8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8CRFxtiNDEAwTw3hg18LQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ME8N4YNfC0BQ24g2AVAKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UNuINgFQCkDKj1j8H1QJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yo9Y/B9UCUB82AP9UHEIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fNgD/VBxCEBWTo+pEcoHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vk6PqRHKB0AgXzjzLk8HQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IF848y5PB0C4I7IUhvMGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uCOyFIbzBkDytMthla0GQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8rTLYZWtBkAMqY0if3YGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DKmNIn92BkAuNjhnPEkGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LjY4ZzxJBkC+QeWF/CEGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vkHlhfwhBkC6SvfEqP0FQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ukr3xKj9BUAI5acohNkFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"COWnKITZBUBwdQ9ly7IFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cHUPZcuyBUD8nEslZYYFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/JxLJWWGBUBkZGdAc1AFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZGRnQHNQBUCkYt84qAsFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pGLfOKgLBUAYzyoDN7AEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GM8qAzewBEBO497AHzcEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TuPewB83BEAsAoov6qwDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LAKKL+qsA0DUpq9V4u4CQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1KavVeLuAkDUpq9V4u4CQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1KavVeLuAkDUpq9V4u4CQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1KavVeLuAkDS/snyByMCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BPXp+hw4DUCCao0ca0kMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gmqNHGtJDECkpGFmUJMLQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pKRhZlCTC0AOVCnxIQ4LQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DlQp8SEOC0COifk9wqsKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jon5PcKrCkCEaMBke2EKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hGjAZHthCkCe1yeUnicKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ntcnlJ4nCkAmPZxhsvgJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Jj2cYbL4CUBaZoOdp9AJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WmaDnafQCUBueU2rSqwJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bnlNq0qsCUBynPGr1ogJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cpzxq9aICUCylV5Fm2MJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"spVeRZtjCUC2iWZ8sDkJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tolmfLA5CUA+/cWBjwcJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Pv3FgY8HCUA8a1XBg8gIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PGtVwYPICEAMc17ny3UIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DHNe58t1CECeI4QLIwUIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"niOECyMFCEDEGCr1VIEHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xBgq9VSBB0Dyk/b4nKoGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8pP2+JyqBkDyk/b4nKoGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8pP2+JyqBkDaSFPc39oFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2khT3N/aBUCCeEZHXZEFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gKpfu8BsDUDKA5GuK+cMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ygORrivnDECodPe3n4QMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qHT3t5+EDECiN2ckSjoMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ojdnJEo6DEDmFHA3bQAMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5hRwN20ADED8A08cidELQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/ANPHInRC0DUbKR3jKkLQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Gykd4ypC0BUeI17Q4ULQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VHiNe0OFC0DcG6Oj62ELQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3Bujo+thC0B0skj31jwLQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dLJI99Y8C0DutSCxIBMLQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7rUgsSATC0DcLDOKSeEKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3CwziknhCkBSK9WbqKIKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UivVm6iiCkBq67gTklAKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"auu4E5JQCkCOfPTw6OAJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jnz08OjgCUDYP26BOl0JQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2D9ugTpdCUCACppKeogIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gAqaSnqICECACppKeogIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gAqaSnqICEAwKnxe0LcHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MCp8XtC3B0CORlprwnMHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xogYIoGEDUBs0Rz7Q2ANQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bNEc+0NgDUA0XEej/DwNQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NFxHo/w8DUAEnha2/hcNQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BJ4Wtv4XDUCGg7VcZ+4MQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hoO1XGfuDEAQlcBou7wMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EJXAaLu8DECYH8MPWX4MQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mB/DD1l+DEAWDH6poCwMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Fgx+qaAsDEA69VU6jL0LQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OvVVOoy9C0DY1qXw7zkLQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2Nal8O85C0AQgT2cV2YKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EIE9nFdmCkAQgT2cV2YKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EIE9nFdmCkC0vr8+KJUJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tL6/PiiVCUBuHmn6P1QJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6hDslX2XDUAocnCT2EcNQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KHJwk9hHDUCg9+DtNEQMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPfg7TREDECg9+DtNEQMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPfg7TREDECyxwjkljMLQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sscI5JYzC0B48knxpX8KQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ePJJ8aV/CkBSHGYgruoJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UhxmIK7qCUC2ksVnn3QJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tpLFZ590CUDEmBMZpRwJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xJgTGaUcCUBWI0L4Y9kIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ViNC+GPZCEDIHZfPNKQIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yB2XzzSkCEA+Zg02QngIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PmYNNkJ4CECe829p4FEIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nvNvaeBRCEBm6qpREC4IQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZuqqURAuCECy7bOpGQoIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPfg7TREDEDG+7IOxnYKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xvuyDsZ2CkCOQLDqN6kIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jkCw6jepCEDUYXJTgtsGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1GFyU4LbBkDMAkI+pg0FQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zAJCPqYNBUDc/IDT0z8DQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3PyA09M/A0AGOofGAnMBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BjqHxgJzAUBgeSZOhVb/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YHkmToVW/z9geSZOhVb/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YHkmToVW/z94JzVd+rr8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eCc1Xfq6/D94JzVd+rr8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPfg7TREDECEVEXbVnsKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hFRF21Z7CkBIp6QT27AIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SKekE9uwCEAUY/CFKeUGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FGPwhSnlBkD4UdB9dhgFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+FHQfXYYBUA8vkR3/0oDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6hDslX2XDUBOLE3q+lQNQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TixN6vpUDUCg9+DtNEQMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPfg7TREDECg9+DtNEQMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPfg7TREDECg9+DtNEQMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPfg7TREDECoNPQR2BoLQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qDT0EdgaC0DEO9I8SdUJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xDvSPEnVCUCayc9RQV0IQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oMMzlbLEs78AvOEfR9nAvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ALzhH0fZwL9A39g2Ze/Rvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QN/YNmXv0b/oPs/v67vbvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6D7P7+u7278otlunn+3ivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KLZbp5/t4r8ApUIdnivovw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fNX9jFmtAkAKAC/lj5gBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CgAv5Y+YAUDotSH2TZ4AQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6LUh9k2eAEAQoP1/EqH/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EKD9fxKh/z8QoP1/EqH/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EKD9fxKh/z8kQgEQpPT9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JEIBEKT0/T/QYM/G0bL8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0GDPxtGy/D8gWtTpQrD7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IFrU6UKw+z/MqdMtq9z6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zKnTLavc+j/M3yT+FzL6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zN8k/hcy+j+g2/M5CKj5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oNvzOQio+T/YuS7rzzT5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2Lku6880+T90cJ8Clc/4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dHCfApXP+D84nrarqnD4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OJ62q6pw+D80yuPrtBD4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NMrj67QQ+D8g9DUa16f3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IPQ1Gten9z+IvpMygyz3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iL6TMoMs9z80pNGiY5H2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NKTRomOR9j+kGsjsX8H1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pBrI7F/B9T/AhXArDtr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wIVwKw7a9D8EsbNwVtzzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BLGzcFbc8z/U7yKf5MLyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1O8in+TC8j8oIYgBRHvxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KCGIAUR78T/s1oxXB7fvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7NaMVwe37z+glpxyQWHrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oJacckFh6z84+G3H5ufmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OPhtx+bn5j84+G3H5ufmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OPhtx+bn5j/wkp9Evv/fPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EIE9nFdmCkDwsjzZT/EIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8LI82U/xCECm0sW8Is4HQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ptLFvCLOB0CuMIX32fMGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rjCF99nzBkBkq3wkAEYGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VEVBd2vn6T+ACor4xU7mPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gAqK+MVO5j9ANecnM8niPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QDXnJzPJ4j+4Ek1SB53ePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uBJNUged3j8AyvwaP3jXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AMr8Gj941z9oR99063nQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aEffdOt50D9gIoTk/RLEPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YCKE5P0SxD9A+kAXlwesPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QPpAF5cHrD+ALppVA6qtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gC6aVQOqrb9gr1A2tPvIvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YK9QNrT7yL84f1Tu59XVvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OH9U7ufV1b84f1Tu59XVvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OH9U7ufV1b/4EnDqyY3gvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+BJw6smN4L/4EnDqyY3gvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+BJw6smN4L84Gx5URbXnvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OBseVEW157/kWZFnf8Luvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5FmRZ3/C7r/2T5ra9Nvyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9k+a2vTb8r+Rw2Vq6kz2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kcNlaupM9r+kglYPXrT5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pIJWD160+b/2mFXuQA/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9phV7kAP/b9aO8vvPggAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WjvL7z4IAMCo6Ul1qwoBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qOlJdasKAcDxJZyWqrQBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8SWclqq0AcAFJqJu1x4CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BSaibtceAsC0pOswv10CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tKTrML9dAsBUnBULaGYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VJwVC2hmAsBUnBULaGYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VJwVC2hmAsBUnBULaGYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VJwVC2hmAsBUnBULaGYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VJwVC2hmAsBUnBULaGYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VJwVC2hmAsC8D2TJnTICwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vA9kyZ0yAsB9Oj0RmeABwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1DVdM4A1/j8EShTj7Wn8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BEoU4+1p/D8UCXDpFQ37Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FAlw6RUN+z8UCXDpFQ37Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FAlw6RUN+z8gQYVSYZn5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IEGFUmGZ+T9Q1qHUVW74Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UNah1FVu+D+0UQ9NqmX3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tFEPTapl9z+ENNJOf4D2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hDTSTn+A9j9UOLkpKcL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VDi5KSnC9T+0yDL8gST1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tMgy/IEk9T/s+x5G2p30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7PseRtqd9D+ICBR7dyT0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iAgUe3ck9D/YZ6ChHK/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2GegoRyv8z8YbON8XjTzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GGzjfF408z9g6BoaAanyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YOgaGgGp8j/8kbZnq/3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/JG2Z6v98T+MAtWuWSPxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jALVrlkj8T88Obr7+jrwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PDm6+/o68D8gD+OKm37uPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IA/jipt+7j/cARPu+VDsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3AET7vlQ7D+cQIIIhMDpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nECCCITA6T/Q5BIXhHTmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0OQSF4R05j+IDwuQO83iPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iA8LkDvN4j+IDwuQO83iPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iA8LkDvN4j9ovoh+vqncPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aL6Ifr6p3D9ovoh+vqncPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aL6Ifr6p3D+A3oO30xDRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN6Dt9MQ0T+A3oO30xDRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN6Dt9MQ0T+AftD+ITWvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gH7Q/iE1rz/A7TrGy6rBvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gAqaSnqICEAKer0KxLsGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Cnq9CsS7BkDaIG7bzu4EQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2iBu287uBEB4AofgbSEDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eAKH4G0hA0CcMYzazFMBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nDGM2sxTAUDYb1RIDxL/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2G9USA8S/z/Yb1RIDxL/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2G9USA8S/z+I3zP9Y7b8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iN8z/WO2/D+I3zP9Y7b8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iN8z/WO2/D8oJF6c3936Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KCRenN/d+j/EO3v39T/5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xDt79/U/+T/YJdYdIRj4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2CXWHSEY+D8siQKuJC73Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LIkCriQu9z+EoM/seWv2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sNcFsv2W8D/UUiWLTwDwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1FIli08A8D+E6Sxpl8PuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hOksaZfD7j/UK8wQelftPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1CvMEHpX7T8YfHbXq43rPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GHx216uN6z8YOogxArPpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GDqIMQKz6T+0fWiISLznPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tH1oiEi85z/4QIwJMZflPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+ECMCTGX5T88ampc+BfjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PGpqXPgX4z+otOJ5t9PfPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qLTiebfT3z9oZXDqHLPYPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aGVw6hyz2D9oZXDqHLPYPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aGVw6hyz2D9oLPsjuwnQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aCz7I7sJ0D9oLPsjuwnQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aCz7I7sJ0D8AUEFTSQ+hPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HLIPJwRbB0B4DAHh0ywHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eAwB4dMsB0B8TtUw8vMGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fE7VMPLzBkDyk/b4nKoGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8pP2+JyqBkD2CJ+nO0gGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YKHeZYDWyr8At8KI/qbYvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ALfCiP6m2L8cRzUtJ/Lhvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HEc1LSfy4b8cRzUtJ/Lhvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HEc1LSfy4b/M4r8lnBbpvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zOK/JZwW6b9UFrzL0wvwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VBa8y9ML8L9hq+1FJXjzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YavtRSV487/Q7XhMR832vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0O14TEfN9r8zs2pqWKX5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M7Nqalil+b9NWU35PIj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TVlN+TyI+79sXp3PWlX9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bF6dz1pV/b9sXp3PWlX9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bF6dz1pV/b9sXp3PWlX9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bF6dz1pV/b+WAvmqjAz+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lgL5qowM/r+WAvmqjAz+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2FVTKT+86D84s34kWcnmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OLN+JFnJ5j+sSM3HtNHkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rEjNx7TR5D94Q0EhwsziPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eENBIcLM4j/wkp9Evv/fPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8JKfRL7/3z/wkp9Evv/fPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8JKfRL7/3z/wkp9Evv/fPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8JKfRL7/3z/ouAglv3baPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NDS/QJ9Z/D8IloO1xgP8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CJaDtcYD/D/othcPX6X7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6LYXD1+l+z/QTqBMEDb7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0E6gTBA2+z9QhorBlKr6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UIaKwZSq+j+AlA044PH5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sk3/z5ifBUDkYwviemkFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5GML4nppBUCEwkOKwjwFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hMJDisI8BUC+rOPAthUFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vqzjwLYVBUACMlfZTPEEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AjJX2UzxBEBiHVOnv8wEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2IQJkre80j8gU04GPgLGPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IFNOBj4Cxj/ArvyfZF2qPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wK78n2Rdqj9g9flCWH2zvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YPX5Qlh9s7/gzVphHXDMvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4M1aYR1wzL9IYDM+NVbZvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SGAzPjVW2b/QqqE6BRnjvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0KqhOgUZ47+kLpHPac7pvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pC6Rz2nO6b8MxMQC6/zvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DMTEAuv877+N9fa8tXjyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jfX2vLV48r+AZFjXzkT0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gGRY185E9L8FJapVMHv1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BSWqVTB79b/nUkiyFT32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"51JIshU99r9xyxPlSqL2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ccsT5Uqi9r9lRHMQ7I72vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZURzEOyO9r9lRHMQ7I72vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZURzEOyO9r8whA+J5d31vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MIQPieXd9b8whA+J5d31vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MIQPieXd9b8whA+J5d31vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MIQPieXd9b+8FWhXqZD0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YFLSPYTo0j+AmFaZ6PLKPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gJhWmejyyj/A4lSW2s6+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wOJUltrOvj8AUH2J3GuOPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AFB9idxrjj9gSDuhsPO+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YEg7obDzvr8Y1koIuuXQvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GNZKCLrl0L8Y1koIuuXQvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GNZKCLrl0L/Ac9XZhXzcvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wHPV2YV83L/Ac9XZhXzcvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wHPV2YV83L+weXU+a1Xlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sHl1PmtV5b+EOPMzYk/svw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uoieXu2vAUAEY7voRYcBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BGO76EWHAUCWSvlGLmEBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lkr5Ri5hAUA8toQtwDoBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PLaELcA6AUBGMAwEBREBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xF+ZFcH1/z9IXSWNe5b9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SF0ljXuW/T/Iu550bs/7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yLuedG7P+z+Upb11DlP6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lKW9dQ5T+j/Yj1GTp+r4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2I9Rk6fq+D+gNF1vY9P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oDRdb2PT9z+gNF1vY9P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oDRdb2PT9z80mUMe2u72Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NJlDHtru9j80mUMe2u72Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NJlDHtru9j80mUMe2u72Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IGUkMLmFsD+Ac/MD2b6vvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gHPzA9m+r78ANAZgyhDKvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ADQGYMoQyr+YSs1eSEnXvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mErNXkhJ178gsenEWgvhvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ILHpxFoL4b9ETBRHLxnmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"REwURy8Z5r94zmtVJyXqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eM5rVScl6r/EhV0yPQHtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xIVdMj0B7b8sQAqysdvuvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LEAKsrHb7r94hbjMq+7vvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eIW4zKvu77//mSsHYxPwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/5krB2MT8L8c5yoTcjjvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HOcqE3I4778c5yoTcjjvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HOcqE3I477/sUwOF4Mzsvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7FMDheDM7L/sUwOF4Mzsvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7FMDheDM7L/sUwOF4Mzsvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7FMDheDM7L+gjq0fN/Hovw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oI6tHzfx6L+UTrj/P/Pkvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lE64/z/z5L/QXXXyUVTdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0F118lFU3b8YobW2iJXQvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GKG1toiV0L8AtIUAeZeuvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oK0g5X3Mzj8Y5kXc+07bPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GOZF3PtO2z/UWCDDsazjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Fggw7Gs4z+g9FreE5npPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPRa3hOZ6T+0XU1YafvtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tF1NWGn77T8oEMR8s7LwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KBDEfLOy8D8ExsQ1rTPyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BMbENa0z8j8UrPx6HzPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FKz8eh8z8z8UrPx6HzPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FKz8eh8z8z8UrPx6HzPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kKMSFb6f0j9gH28eTvDGPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YB9vHk7wxj+gGMo1KkWwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oBjKNSpFsD+gkOgRBwCwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oJDoEQcAsL8wwPGCj+nJvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MMDxgo/pyb8IgBCZG1nWvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CIAQmRtZ1r/w4txRb9bevw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8OLcUW/W3r+QEclhTZjivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kBHJYU2Y4r+weXU+a1Xlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sHl1PmtV5b+weXU+a1Xlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sHl1PmtV5b+weXU+a1Xlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sHl1PmtV5b+w3g++vX7mvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sN4Pvr1+5r+w3g++vX7mvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9Dhxe4mr4z9MEdpLEC7gPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TBHaSxAu4D9I2fIDMr7ZPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SNnyAzK+2T8oRBqxh0jTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KEQasYdI0z8g0A3wvyjJPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"INAN8L8oyT+gHzEvhpe1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oB8xL4aXtT+AU9p7O76dvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gFPaezu+nb8w+ev5wSbAvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MPnr+cEmwL+wg4PwaiXJvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sIOD8Golyb8gPeAk/sDOvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ID3gJP7Azr9YbwPfjKPQvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WG8D34yj0L+QARD0uM3Pvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kAEQ9LjNz7+QARD0uM3Pvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kAEQ9LjNz7/wFGfFAprJvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8BRnxQKayb/wFGfFAprJvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8BRnxQKayb/wFGfFAprJvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8BRnxQKayb8gb4hRFiG7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JAXYU7tV6D9Utj0ZgzPmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VLY9GYMz5j+oGZPg0RrkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qBmT4NEa5D+0qCgDaTDiPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tKgoA2kw4j+0tNXljILgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tLTV5YyC4D9gcb0VWUfePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YHG9FVlH3j8gqTojQQbdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IKk6I0EG3T8gqTojQQbdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IKk6I0EG3T/ISOKg7a/dPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yEjioO2v3T/ISOKg7a/dPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yEjioO2v3T94IZaHY2zgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eCGWh2Ns4D94IZaHY2zgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eCGWh2Ns4D8o7k7zH7nkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KO5O8x+55D9cNKoTvMPoPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XDSqE7zD6D+Y/lwVw87rPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mP5cFcPO6z+ojRsaGfbtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qI0bGhn27T8goTCReJjvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IKEwkXiY7z8oJ7UkSY/wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KCe1JEmP8D+Eh0fiyf3wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hIdH4sn98D+Eh0fiyf3wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hIdH4sn98D90FiNG+RPxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dBYjRvkT8T90FiNG+RPxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dBYjRvkT8T9AyYTh+KLwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QMmE4fii8D9AyYTh+KLwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QMmE4fii8D/wfWuvye7uPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8H1rr8nu7j/wfWuvye7uPw==\",\"dtype\":\"float64\",\"shape\":[2]}]},\"selected\":{\"id\":\"1394\"},\"selection_policy\":{\"id\":\"1395\"}},\"id\":\"1163\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1225\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1273\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1225\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.1262779535656957},\"x_start\":{\"value\":-0.08930324767806352},\"y_end\":{\"value\":-2.364212538300973},\"y_start\":{\"value\":-2.280075057004362}},\"id\":\"1226\",\"type\":\"Arrow\"},{\"attributes\":{\"line_color\":\"#ff7f0e\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1152\",\"type\":\"Line\"},{\"attributes\":{\"end\":{\"id\":\"1273\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.06262943423924083},\"x_start\":{\"value\":-0.02491083261419247},\"y_end\":{\"value\":-0.9760712001890122},\"y_start\":{\"value\":-0.8932948817830386}},\"id\":\"1274\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1228\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1276\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1228\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.05947093578778251},\"x_start\":{\"value\":-0.02063253464431103},\"y_end\":{\"value\":-2.573139824130797},\"y_start\":{\"value\":-2.4925233203009496}},\"id\":\"1229\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1276\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":0.1088316757997958},\"x_start\":{\"value\":0.14537036799234748},\"y_end\":{\"value\":0.013516752908930396},\"y_start\":{\"value\":0.09846563136971653}},\"id\":\"1277\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1360\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1231\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1279\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1216\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.9978046467721327},\"x_start\":{\"value\":-0.9799207989267931},\"y_end\":{\"value\":-2.455216729092622},\"y_start\":{\"value\":-2.5615392724538584}},\"id\":\"1217\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1231\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":0.07229576251867242},\"x_start\":{\"value\":0.1138587780658522},\"y_end\":{\"value\":-2.6047247092889307},\"y_start\":{\"value\":-2.5298941518005003}},\"id\":\"1232\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1279\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.4557707581486614},\"x_start\":{\"value\":-0.5110423013270058},\"y_end\":{\"value\":1.917959719759407},\"y_start\":{\"value\":1.9296487546286976}},\"id\":\"1280\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1234\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1282\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1234\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.395461505117796},\"x_start\":{\"value\":-2.4104268355500436},\"y_end\":{\"value\":2.4921298245385164},\"y_start\":{\"value\":2.5951199448253774}},\"id\":\"1235\",\"type\":\"Arrow\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#ff7f0e\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1153\",\"type\":\"Line\"},{\"attributes\":{\"end\":{\"id\":\"1282\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.839624679567504},\"x_start\":{\"value\":-0.8949960284996448},\"y_end\":{\"value\":2.338168230779197},\"y_start\":{\"value\":2.3477544677322557}},\"id\":\"1283\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1177\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1237\",\"type\":\"NormalHead\"},{\"attributes\":{\"overlay\":{\"id\":\"1143\"}},\"id\":\"1139\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1285\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1237\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.736359909051182},\"x_start\":{\"value\":-2.786284728818969},\"y_end\":{\"value\":3.130953985953412},\"y_start\":{\"value\":3.179603722377779}},\"id\":\"1238\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1285\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.8745940165643988},\"x_start\":{\"value\":-0.9299653015793052},\"y_end\":{\"value\":2.776177335959342},\"y_start\":{\"value\":2.7857597412137443}},\"id\":\"1286\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1240\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1174\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1288\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1240\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.6450411890604},\"x_start\":{\"value\":-2.6862599631739643},\"y_end\":{\"value\":2.791418272494811},\"y_start\":{\"value\":2.8499626681122745}},\"id\":\"1241\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1171\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1288\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.6827191871631997},\"x_start\":{\"value\":-0.7381281572565177},\"y_end\":{\"value\":3.2004712493957115},\"y_start\":{\"value\":3.20912679510291}},\"id\":\"1289\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1171\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.7763610146062936},\"x_start\":{\"value\":-2.7747590838293843},\"y_end\":{\"value\":-1.308448201265163},\"y_start\":{\"value\":-1.42117556669409}},\"id\":\"1172\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1243\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1291\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1243\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.7360000540382616},\"x_start\":{\"value\":-2.7860426970598646},\"y_end\":{\"value\":2.6664974957696392},\"y_start\":{\"value\":2.714642650440916}},\"id\":\"1244\",\"type\":\"Arrow\"},{\"attributes\":{\"axis_label\":\"log\\u2081\\u2080 s\",\"formatter\":{\"id\":\"1387\"},\"ticker\":{\"id\":\"1134\"}},\"id\":\"1133\",\"type\":\"LinearAxis\"},{\"attributes\":{\"end\":{\"id\":\"1291\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.573109084394007},\"x_start\":{\"value\":-0.6285022952545933},\"y_end\":{\"value\":3.4137598086935164},\"y_start\":{\"value\":3.42281272737044}},\"id\":\"1292\",\"type\":\"Arrow\"},{\"attributes\":{\"axis_label\":\"log\\u2081\\u2080 k\",\"formatter\":{\"id\":\"1385\"},\"ticker\":{\"id\":\"1130\"}},\"id\":\"1129\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1127\",\"type\":\"LinearScale\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1246\",\"type\":\"NormalHead\"},{\"attributes\":{\"source\":{\"id\":\"1163\"}},\"id\":\"1167\",\"type\":\"CDSView\"},{\"attributes\":{\"end\":3.6989700043360187,\"start\":-3.0},\"id\":\"1162\",\"type\":\"Range1d\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1294\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"1134\",\"type\":\"BasicTicker\"},{\"attributes\":{\"end\":{\"id\":\"1246\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.6440927174721027},\"x_start\":{\"value\":-2.6854370807439674},\"y_end\":{\"value\":2.3300022238835574},\"y_start\":{\"value\":2.388007862556348}},\"id\":\"1247\",\"type\":\"Arrow\"},{\"attributes\":{\"source\":{\"id\":\"1151\"}},\"id\":\"1155\",\"type\":\"CDSView\"},{\"attributes\":{\"end\":{\"id\":\"1294\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.24217392250612102},\"x_start\":{\"value\":-0.29722924692917685},\"y_end\":{\"value\":3.576923819312734},\"y_start\":{\"value\":3.5921543296596}},\"id\":\"1295\",\"type\":\"Arrow\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"1390\"},\"selection_policy\":{\"id\":\"1391\"}},\"id\":\"1151\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"1129\"},\"ticker\":null},\"id\":\"1132\",\"type\":\"Grid\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1249\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1297\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1249\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.64806395485392},\"x_start\":{\"value\":-2.682938404324482},\"y_end\":{\"value\":1.891736955512732},\"y_start\":{\"value\":1.9362319216302462}},\"id\":\"1250\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"1130\",\"type\":\"BasicTicker\"},{\"attributes\":{\"end\":{\"id\":\"1174\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.661709303138468},\"x_start\":{\"value\":-2.6600214475911357},\"y_end\":{\"value\":-1.3084597944138836},\"y_start\":{\"value\":-1.421181640218842}},\"id\":\"1175\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1297\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.3017748307779926},\"x_start\":{\"value\":-1.356308140725043},\"y_end\":{\"value\":3.160465720475911},\"y_start\":{\"value\":3.1819446665925524}},\"id\":\"1298\",\"type\":\"Arrow\"},{\"attributes\":{\"data_source\":{\"id\":\"1163\"},\"glyph\":{\"id\":\"1164\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1165\"},\"selection_glyph\":null,\"view\":{\"id\":\"1167\"}},\"id\":\"1166\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1252\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1300\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1252\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.836978374702483},\"x_start\":{\"value\":-2.8906894976152175},\"y_end\":{\"value\":1.8313801589259815},\"y_start\":{\"value\":1.8597822744068093}},\"id\":\"1253\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1168\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1300\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.181320292353856},\"x_start\":{\"value\":-2.1821227251976882},\"y_end\":{\"value\":2.744423455389814},\"y_start\":{\"value\":2.8571821707994136}},\"id\":\"1301\",\"type\":\"Arrow\"},{\"attributes\":{\"data_source\":{\"id\":\"1151\"},\"glyph\":{\"id\":\"1152\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1153\"},\"selection_glyph\":null,\"view\":{\"id\":\"1155\"}},\"id\":\"1154\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"end\":0.3010299956639812,\"start\":-3.0},\"id\":\"1161\",\"type\":\"Range1d\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1255\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1303\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1255\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.8355818311267873},\"x_start\":{\"value\":-2.889991299178911},\"y_end\":{\"value\":1.612507360016672},\"y_start\":{\"value\":1.6349879331724537}},\"id\":\"1256\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1303\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.2753316466874365},\"x_start\":{\"value\":-2.2806647712298997},\"y_end\":{\"value\":2.9741254805855055},\"y_start\":{\"value\":3.086355355703663}},\"id\":\"1304\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1180\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1258\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1306\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1258\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.9493463895511782},\"x_start\":{\"value\":-2.9487010578532935},\"y_end\":{\"value\":-1.6605736354718386},\"y_start\":{\"value\":-1.7733427967168696}},\"id\":\"1259\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"1141\",\"type\":\"ResetTool\"},{\"attributes\":{\"end\":{\"id\":\"1306\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.465388384486431},\"x_start\":{\"value\":-2.487080117957168},\"y_end\":{\"value\":3.3086255147127543},\"y_start\":{\"value\":3.3881074335718786}},\"id\":\"1307\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1267\",\"type\":\"NormalHead\"},{\"attributes\":{\"axis\":{\"id\":\"1133\"},\"dimension\":1,\"ticker\":null},\"id\":\"1136\",\"type\":\"Grid\"},{\"attributes\":{\"end\":{\"id\":\"1315\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7489170306248927},\"x_start\":{\"value\":-1.7853976218928949},\"y_end\":{\"value\":3.0467401370773124},\"y_start\":{\"value\":3.1178280803345544}},\"id\":\"1316\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1261\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1309\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1261\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.5135528493416412},\"x_start\":{\"value\":-0.5572740008711508},\"y_end\":{\"value\":0.5825508730729076},\"y_start\":{\"value\":0.6157891148384662}},\"id\":\"1262\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1309\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":0.14521520555717315},\"x_start\":{\"value\":0.18601348729241796},\"y_end\":{\"value\":-0.356790679812762},\"y_start\":{\"value\":-0.2802365337006343}},\"id\":\"1310\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1264\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1315\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"1138\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"end\":{\"id\":\"1168\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.9010493464634575},\"x_start\":{\"value\":-2.8972172053575935},\"y_end\":{\"value\":-0.8578755178693607},\"y_start\":{\"value\":-0.9703703777881558}},\"id\":\"1169\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1312\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"1137\",\"type\":\"PanTool\"},{\"attributes\":{\"end\":{\"id\":\"1312\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.6485276615474633},\"x_start\":{\"value\":-0.7037996759705227},\"y_end\":{\"value\":1.5157926522254122},\"y_start\":{\"value\":1.5275065143158724}},\"id\":\"1313\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1264\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":0.1471203347419172},\"x_start\":{\"value\":0.18982374566190607},\"y_end\":{\"value\":-2.694521222970182},\"y_start\":{\"value\":-2.622374734492647}},\"id\":\"1265\",\"type\":\"Arrow\"},{\"attributes\":{\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"field\":\"line_width\"},\"xs\":{\"field\":\"xs\"},\"ys\":{\"field\":\"ys\"}},\"id\":\"1164\",\"type\":\"MultiLine\"},{\"attributes\":{\"text\":\"\"},\"id\":\"1384\",\"type\":\"Title\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1363\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1180\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.436875912329415},\"x_start\":{\"value\":-2.4339347986103173},\"y_end\":{\"value\":-1.0831499282228256},\"y_start\":{\"value\":-1.19575965007395}},\"id\":\"1181\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1363\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.015460778348904},\"x_start\":{\"value\":-1.0028813726809835},\"y_end\":{\"value\":-0.27581445618375344},\"y_start\":{\"value\":-0.20244020360724013}},\"id\":\"1364\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1318\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1366\",\"type\":\"NormalHead\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"1143\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"end\":{\"id\":\"1318\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.567649765716012},\"x_start\":{\"value\":-0.5611892223359436},\"y_end\":{\"value\":-0.6290929900066855},\"y_start\":{\"value\":-0.5173081950057101}},\"id\":\"1319\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1366\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.1513765177319377},\"x_start\":{\"value\":-1.1415084482610265},\"y_end\":{\"value\":0.027648666900196073},\"y_start\":{\"value\":0.08434332515855525}},\"id\":\"1367\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1321\",\"type\":\"NormalHead\"},{\"attributes\":{\"line_color\":\"#9467bd\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1157\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1387\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1369\",\"type\":\"NormalHead\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"1392\"},\"selection_policy\":{\"id\":\"1393\"}},\"id\":\"1156\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"end\":{\"id\":\"1321\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.5093943746670264},\"x_start\":{\"value\":-0.5643258625734737},\"y_end\":{\"value\":1.1832731198397957},\"y_start\":{\"value\":1.2002854231311684}},\"id\":\"1322\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1369\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.5584325130303145},\"x_start\":{\"value\":-1.539819173357186},\"y_end\":{\"value\":0.710745817956685},\"y_start\":{\"value\":0.6475982429614691}},\"id\":\"1370\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1324\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1219\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.3235259082931379},\"x_start\":{\"value\":-0.29536596480911737},\"y_end\":{\"value\":-1.3404675950287177},\"y_start\":{\"value\":-1.243284521778962}},\"id\":\"1220\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1324\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.060078759732128},\"x_start\":{\"value\":-2.0601570340933284},\"y_end\":{\"value\":2.278620463144084},\"y_start\":{\"value\":2.391322855110328}},\"id\":\"1325\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"1385\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1327\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"1390\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1156\"},\"glyph\":{\"id\":\"1157\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1158\"},\"selection_glyph\":null,\"view\":{\"id\":\"1160\"}},\"id\":\"1159\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"end\":{\"id\":\"1327\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.19770408208401724},\"x_start\":{\"value\":-0.22198920842292402},\"y_end\":{\"value\":0.708219902548971},\"y_start\":{\"value\":0.7417338051054032}},\"id\":\"1328\",\"type\":\"Arrow\"},{\"attributes\":{\"source\":{\"id\":\"1156\"}},\"id\":\"1160\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1391\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1330\",\"type\":\"NormalHead\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9467bd\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1158\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1392\",\"type\":\"Selection\"},{\"attributes\":{\"end\":{\"id\":\"1330\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.18039408418686165},\"x_start\":{\"value\":-0.23524828302365686},\"y_end\":{\"value\":2.851210749881058},\"y_start\":{\"value\":2.869114285955048}},\"id\":\"1331\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"1142\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"1393\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1186\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1333\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1189\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.0921295292874205},\"x_start\":{\"value\":-2.0891350632757204},\"y_end\":{\"value\":-1.0831624320064708},\"y_start\":{\"value\":-1.1957659410042927}},\"id\":\"1190\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"1394\",\"type\":\"Selection\"},{\"attributes\":{\"end\":{\"id\":\"1333\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.7406261711789346},\"x_start\":{\"value\":-0.7231622278731642},\"y_end\":{\"value\":-1.1098599762900023},\"y_start\":{\"value\":-1.0028875311267216}},\"id\":\"1334\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1192\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1192\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.9770442720874808},\"x_start\":{\"value\":-1.9740765862458856},\"y_end\":{\"value\":-1.0831557296042158},\"y_start\":{\"value\":-1.1957623371389188}},\"id\":\"1193\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1183\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"1395\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1189\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1336\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1195\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1336\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.32490350423958114},\"x_start\":{\"value\":-0.3542652152883945},\"y_end\":{\"value\":0.6190469051309171},\"y_start\":{\"value\":0.650598898160998}},\"id\":\"1337\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1195\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8619316178111585},\"x_start\":{\"value\":-1.8589993026123954},\"y_end\":{\"value\":-1.0831471909249806},\"y_start\":{\"value\":-1.1957578673453464}},\"id\":\"1196\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1339\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1198\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1339\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.40553167864264816},\"x_start\":{\"value\":-0.46069547182395043},\"y_end\":{\"value\":1.7142864982017079},\"y_start\":{\"value\":1.7278738584095041}},\"id\":\"1340\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1198\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7469844085007655},\"x_start\":{\"value\":-1.7440496924023472},\"y_end\":{\"value\":-1.0831484821167616},\"y_start\":{\"value\":-1.1957589431873055}},\"id\":\"1199\",\"type\":\"Arrow\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1137\"},{\"id\":\"1138\"},{\"id\":\"1139\"},{\"id\":\"1140\"},{\"id\":\"1141\"},{\"id\":\"1142\"}]},\"id\":\"1144\",\"type\":\"Toolbar\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1342\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1201\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1186\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.2149842252721594},\"x_start\":{\"value\":-2.210139589341049},\"y_end\":{\"value\":-0.8582380023933869},\"y_start\":{\"value\":-0.9705614585995939}},\"id\":\"1187\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1342\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.8624238577542176},\"x_start\":{\"value\":-0.9177972759149489},\"y_end\":{\"value\":2.6451352058129065},\"y_start\":{\"value\":2.6546679307869585}},\"id\":\"1343\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1201\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.6410522782440102},\"x_start\":{\"value\":-1.6360422408724413},\"y_end\":{\"value\":-0.858323635045626},\"y_start\":{\"value\":-0.9706164737512943}},\"id\":\"1202\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1345\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1204\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1345\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.8304960944077648},\"x_start\":{\"value\":-0.8155783331705346},\"y_end\":{\"value\":-0.7016255950542452},\"y_start\":{\"value\":-0.5968042512079936}},\"id\":\"1346\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1204\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.5324569222340454},\"x_start\":{\"value\":-1.5261224930424215},\"y_end\":{\"value\":-0.8590493371823966},\"y_start\":{\"value\":-0.9710540917660251}},\"id\":\"1205\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1348\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1207\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1348\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.44876010240370423},\"x_start\":{\"value\":-0.44684410750249004},\"y_end\":{\"value\":-0.354560838139675},\"y_start\":{\"value\":-0.2640214043597964}},\"id\":\"1349\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1207\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.394267331529289},\"x_start\":{\"value\":-1.3931710983654615},\"y_end\":{\"value\":-1.985054539947885},\"y_start\":{\"value\":-2.09780818382675}},\"id\":\"1208\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1351\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1210\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1351\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.6365449004955726},\"x_start\":{\"value\":-0.6919250266121519},\"y_end\":{\"value\":2.1630692053295673},\"y_start\":{\"value\":2.1724515480830844}},\"id\":\"1352\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1210\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.2811039326800016},\"x_start\":{\"value\":-1.2793953739910975},\"y_end\":{\"value\":-2.210681112274133},\"y_start\":{\"value\":-2.323400249394351}},\"id\":\"1211\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1222\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1354\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1213\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1183\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.3172570313605565},\"x_start\":{\"value\":-2.315441679530702},\"y_end\":{\"value\":-1.3084780615348275},\"y_start\":{\"value\":-1.4211911764734588}},\"id\":\"1184\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1354\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.9635973573200571},\"x_start\":{\"value\":-1.9585224926227187},\"y_end\":{\"value\":1.6917099549637373},\"y_start\":{\"value\":1.738142447993356}},\"id\":\"1355\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1213\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.1693319090817385},\"x_start\":{\"value\":-1.166307340699335},\"y_end\":{\"value\":-2.4364776119841203},\"y_start\":{\"value\":-2.5490759600317277}},\"id\":\"1214\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1357\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1216\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1357\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.1282504547070862},\"x_start\":{\"value\":-1.1099120020221187},\"y_end\":{\"value\":-0.9811013925455774},\"y_start\":{\"value\":-0.964318130239922}},\"id\":\"1358\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1360\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.6859866849989684},\"x_start\":{\"value\":-1.6542643071236947},\"y_end\":{\"value\":0.7073835446328396},\"y_start\":{\"value\":0.6148308573781613}},\"id\":\"1361\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1219\",\"type\":\"NormalHead\"}],\"root_ids\":[\"1120\"]},\"title\":\"Bokeh Application\",\"version\":\"2.0.2\"}};\n", " var render_items = [{\"docid\":\"ff1f743d-68c5-4c7c-ba30-f128366d8bdb\",\"root_ids\":[\"1120\"],\"roots\":{\"1120\":\"7609b0c9-e951-4aba-bda9-ff80a66dd866\"}}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", "\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " var attempts = 0;\n", " var timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "1120" } }, "output_type": "display_data" } ], "source": [ "# Make the plot\n", "p = plot_nullclines(k_range, s_range, params, log=True)\n", "\n", "p = biocircuits.phase_portrait(\n", " dk_dt, ds_dt, k_range, s_range, (params,), (params,), log=True, p=p,\n", ")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The phase portrait is intuitive. The streamlines depict how the system evolves with time. Coming from the top (lots of ComS is around), if $k$ is small (there is not much ComK around), the system tends toward the leftmost fixed point. If $k$ is larger, though, the system makes an excursion to large $k$ values, and then drops to large $k$/low $s$, before returning back to the leftmost fixed point. This is indeed the hallmark of an excitable system. It takes a large excursion in phase space before returning to a stable fixed point. We will refer to this excursion, which is the time the cell spends in competence, as the \"competence loop.\"\n", "\n", "To better understand the dynamics close to the fixed points, we can take a closer look. The `biocircuits` package enables making zoomable phase portraits by using the `zoomable=True` kwarg. However, these plots do not render in static HTML because they require a Python engine to be running to compute the streamlines. Here is a zoomable plot if you are working in a live notebook. (The cell will show no output in the HTML version of the notebook.)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "application/vnd.bokehjs_exec.v0+json": "", "text/html": [ "\n", "" ] }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "server_id": "b923a609f1a34d7fb5c074febe99efb6" } }, "output_type": "display_data" } ], "source": [ "p = plot_nullclines(k_range, s_range, params, log=True,)\n", "\n", "p = biocircuits.phase_portrait(\n", " dk_dt,\n", " ds_dt,\n", " k_range,\n", " s_range,\n", " (params,),\n", " (params,),\n", " log=True,\n", " p=p,\n", " zoomable=True,\n", ")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For static HTML rendering, we will make zoomed-in plots around the fixed points. We start with the leftmost fixed point." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", " \n", " var docs_json = {\"394c0761-ef49-4fee-856c-6ec43fb524ea\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1525\"}],\"center\":[{\"id\":\"1528\"},{\"id\":\"1532\"},{\"id\":\"1565\"},{\"id\":\"1568\"},{\"id\":\"1571\"},{\"id\":\"1574\"},{\"id\":\"1577\"},{\"id\":\"1580\"},{\"id\":\"1583\"},{\"id\":\"1586\"},{\"id\":\"1589\"},{\"id\":\"1592\"},{\"id\":\"1595\"},{\"id\":\"1598\"},{\"id\":\"1601\"},{\"id\":\"1604\"},{\"id\":\"1607\"},{\"id\":\"1610\"},{\"id\":\"1613\"},{\"id\":\"1616\"},{\"id\":\"1619\"},{\"id\":\"1622\"},{\"id\":\"1625\"},{\"id\":\"1628\"},{\"id\":\"1631\"},{\"id\":\"1634\"},{\"id\":\"1637\"},{\"id\":\"1640\"},{\"id\":\"1643\"},{\"id\":\"1646\"},{\"id\":\"1649\"},{\"id\":\"1652\"},{\"id\":\"1655\"},{\"id\":\"1658\"},{\"id\":\"1661\"},{\"id\":\"1664\"},{\"id\":\"1667\"},{\"id\":\"1670\"},{\"id\":\"1673\"},{\"id\":\"1676\"},{\"id\":\"1679\"},{\"id\":\"1682\"},{\"id\":\"1685\"},{\"id\":\"1688\"},{\"id\":\"1691\"},{\"id\":\"1694\"},{\"id\":\"1697\"},{\"id\":\"1700\"},{\"id\":\"1703\"},{\"id\":\"1706\"},{\"id\":\"1709\"},{\"id\":\"1712\"},{\"id\":\"1715\"},{\"id\":\"1718\"},{\"id\":\"1721\"},{\"id\":\"1724\"},{\"id\":\"1727\"},{\"id\":\"1730\"},{\"id\":\"1733\"},{\"id\":\"1736\"},{\"id\":\"1739\"},{\"id\":\"1742\"},{\"id\":\"1745\"},{\"id\":\"1748\"},{\"id\":\"1751\"},{\"id\":\"1754\"},{\"id\":\"1757\"},{\"id\":\"1760\"}],\"frame_height\":260,\"frame_width\":260,\"left\":[{\"id\":\"1529\"}],\"renderers\":[{\"id\":\"1550\"},{\"id\":\"1555\"},{\"id\":\"1562\"}],\"title\":{\"id\":\"1787\"},\"toolbar\":{\"id\":\"1540\"},\"x_range\":{\"id\":\"1557\"},\"x_scale\":{\"id\":\"1521\"},\"y_range\":{\"id\":\"1558\"},\"y_scale\":{\"id\":\"1523\"}},\"id\":\"1516\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"1534\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"1795\"},\"selection_policy\":{\"id\":\"1796\"}},\"id\":\"1552\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#9467bd\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1553\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"1539\"}},\"id\":\"1535\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"text\":\"\"},\"id\":\"1787\",\"type\":\"Title\"},{\"attributes\":{\"end\":{\"id\":\"1576\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5865650369096413},\"x_start\":{\"value\":-2.586342079792532},\"y_end\":{\"value\":1.2296492918877857},\"y_start\":{\"value\":1.2252063620407458}},\"id\":\"1577\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1753\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"1536\",\"type\":\"SaveTool\"},{\"attributes\":{\"end\":{\"id\":\"1753\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5763984872386443},\"x_start\":{\"value\":-2.577664772895763},\"y_end\":{\"value\":1.3781684386768642},\"y_start\":{\"value\":1.3797515050576226}},\"id\":\"1754\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1600\",\"type\":\"NormalHead\"},{\"attributes\":{\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"field\":\"line_width\"},\"xs\":{\"field\":\"xs\"},\"ys\":{\"field\":\"ys\"}},\"id\":\"1560\",\"type\":\"MultiLine\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1732\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"1537\",\"type\":\"ResetTool\"},{\"attributes\":{\"data_source\":{\"id\":\"1552\"},\"glyph\":{\"id\":\"1553\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1554\"},\"selection_glyph\":null,\"view\":{\"id\":\"1556\"}},\"id\":\"1555\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1756\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1579\",\"type\":\"NormalHead\"},{\"attributes\":{\"source\":{\"id\":\"1552\"}},\"id\":\"1556\",\"type\":\"CDSView\"},{\"attributes\":{\"end\":{\"id\":\"1732\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5269649472844926},\"x_start\":{\"value\":-2.525732362019991},\"y_end\":{\"value\":1.1977426222640886},\"y_start\":{\"value\":1.1958128695015788}},\"id\":\"1733\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1756\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.568097209276523},\"x_start\":{\"value\":-2.5693671244495526},\"y_end\":{\"value\":1.3470552077805613},\"y_start\":{\"value\":1.3485951522168493}},\"id\":\"1757\",\"type\":\"Arrow\"},{\"attributes\":{\"line_color\":\"#ff7f0e\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1548\",\"type\":\"Line\"},{\"attributes\":{\"end\":{\"id\":\"1579\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.581601404981767},\"x_start\":{\"value\":-2.58091332833553},\"y_end\":{\"value\":1.216892286004687},\"y_start\":{\"value\":1.212562417291108}},\"id\":\"1580\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"1538\",\"type\":\"HelpTool\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1735\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1759\",\"type\":\"NormalHead\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9467bd\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1554\",\"type\":\"Line\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1582\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1573\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5881223730863208},\"x_start\":{\"value\":-2.5875290674593163},\"y_end\":{\"value\":1.204920584428151},\"y_start\":{\"value\":1.2003930084322796}},\"id\":\"1574\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1735\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5268891253283745},\"x_start\":{\"value\":-2.525641573181813},\"y_end\":{\"value\":1.2194305635124763},\"y_start\":{\"value\":1.2176452385689607}},\"id\":\"1736\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1612\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1759\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.551437047534785},\"x_start\":{\"value\":-2.5524165768780462},\"y_end\":{\"value\":1.3404488501380794},\"y_start\":{\"value\":1.3438544053678994}},\"id\":\"1760\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1567\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1582\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.575916677564652},\"x_start\":{\"value\":-2.5749916267322197},\"y_end\":{\"value\":1.1996969251531497},\"y_start\":{\"value\":1.1960508670465404}},\"id\":\"1583\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1567\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.597047662414325},\"x_start\":{\"value\":-2.597102239601169},\"y_end\":{\"value\":1.2177691471966332},\"y_start\":{\"value\":1.2134706888323583}},\"id\":\"1568\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1609\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1738\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1573\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1585\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5778700851301997},\"x_start\":{\"value\":-2.5771651973732563},\"y_end\":{\"value\":1.228013570990645},\"y_start\":{\"value\":1.2237251920410868}},\"id\":\"1586\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"1788\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"end\":{\"id\":\"1609\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5541760595816445},\"x_start\":{\"value\":-2.5553085538065536},\"y_end\":{\"value\":1.3938968179625708},\"y_start\":{\"value\":1.3965684249040642}},\"id\":\"1610\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1738\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5606984326269098},\"x_start\":{\"value\":-2.5596307226166184},\"y_end\":{\"value\":1.2426695587680097},\"y_start\":{\"value\":1.239638304412472}},\"id\":\"1739\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"1523\",\"type\":\"LinearScale\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1588\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1606\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1741\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1564\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5965991096864545},\"x_start\":{\"value\":-2.597425849717608},\"y_end\":{\"value\":1.2478860402061356},\"y_start\":{\"value\":1.2444008420912867}},\"id\":\"1565\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"1793\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"1529\"},\"dimension\":1,\"ticker\":null},\"id\":\"1532\",\"type\":\"Grid\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1585\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"1790\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"end\":{\"id\":\"1588\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.571627321966847},\"x_start\":{\"value\":-2.570682734446402},\"y_end\":{\"value\":1.2162495685305572},\"y_start\":{\"value\":1.212677271810435}},\"id\":\"1589\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1741\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.584328711395866},\"x_start\":{\"value\":-2.585641848287321},\"y_end\":{\"value\":1.3412845392548407},\"y_start\":{\"value\":1.3421561388274226}},\"id\":\"1742\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1570\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.593202988548677},\"x_start\":{\"value\":-2.5930399329531992},\"y_end\":{\"value\":1.2165568842768226},\"y_start\":{\"value\":1.211950411718052}},\"id\":\"1571\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"1794\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"end\":{\"id\":\"1612\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5957033310830058},\"x_start\":{\"value\":-2.5969716583374103},\"y_end\":{\"value\":1.4515739043787703},\"y_start\":{\"value\":1.4531333721965811}},\"id\":\"1613\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1606\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5309409753017835},\"x_start\":{\"value\":-2.529723580998911},\"y_end\":{\"value\":1.1862659613720001},\"y_start\":{\"value\":1.1842015356100137}},\"id\":\"1607\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1591\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1744\",\"type\":\"NormalHead\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"1793\"},\"selection_policy\":{\"id\":\"1794\"}},\"id\":\"1547\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1795\",\"type\":\"Selection\"},{\"attributes\":{\"end\":{\"id\":\"1603\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.538801419865197},\"x_start\":{\"value\":-2.5376015267882983},\"y_end\":{\"value\":1.1911482393476756},\"y_start\":{\"value\":1.1889407396975664}},\"id\":\"1604\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1591\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.572384410396455},\"x_start\":{\"value\":-2.571549837558668},\"y_end\":{\"value\":1.2345320666796478},\"y_start\":{\"value\":1.2305897917231285}},\"id\":\"1592\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1744\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5890156192224754},\"x_start\":{\"value\":-2.589137301516872},\"y_end\":{\"value\":1.2380515035182507},\"y_start\":{\"value\":1.2341602376967107}},\"id\":\"1745\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1603\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"1796\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"line_width\":[2.638207402640121,2.638207402640121,2.458477310974988,2.2788372853366456,2.108110132845183,1.9577025086654967,1.8235621904852415,1.7018378558340577,1.5892296424285832,1.4836140722489541,1.3830560274264825,1.2871267462260085,1.2020770628626767,1.1260916682641566,1.057528136867738,0.9945887291471873,0.9373793750117636,0.8840466977190853,0.8341572199267404,0.7873717036558904,0.7434647587083468,0.7021719029206178,0.6632034844259949,0.6259922092522338,0.5887340872745492,0.5567564140728987,0.5233473668818307,0.5233473668818307,0.5211927030064705,0.5211927030064705,0.5202695791058465,0.5208243534004731,0.5212035580488733,0.5213565847883954,0.5213618329246569,0.5211597773518291,0.5211597773518291,0.5213587593866976,0.5214517529281004,0.521500299205957,0.5215311695483072,0.5215701272231641,0.5215701272231641,0.5215711066291421,0.5215680135573508,0.5215731576744163,0.5215915977935497,0.5216183162859817,0.5216246910823037,0.5216073795237679,0.5215929409237161,0.5215931013618285,0.5216100664018116,0.5216342799378517,0.5216372748790925,0.5216178851510613,0.5216019177404521,0.5216012641455114,0.521617460827779,0.5216396689510145,0.5216413607182648,0.5216223410604924,0.5216066449860913,0.5216059429111399,0.5216214035887519,0.5216417406932992,0.5216426247884502,0.5216245365968493,0.5216096207526919,0.5216091039136587,0.5216238509253772,0.5216424573209278,0.521642720092887,0.5216256780101298,0.5216116973439315,0.5216114515205709,0.5216255174201279,0.5216425357494785,0.5216422772615261,0.52162626413914,0.5216132487504364,0.5216133036441293,0.5216267236893768,0.5216422887303915,0.5216415784846936,0.5216265368784867,0.5216144669867786,0.5216148267680709,0.5216276346129463,0.5216418695294833,0.5216407635864725,0.5216266264987597,0.5216154616123678,0.521616117503575,0.5216283436534799,0.521641359563358,2.650128634865321,2.650128634865321,2.477537930380524,2.3028046046784403,2.1274551305603717,1.96438629365846,1.8217550292151297,1.695456441838013,1.5812320905972819,1.4760015900553318,2.665098259585635,2.665098259585635,2.5009827735966597,2.333831234973731,2.163929544725147,1.9925611143531488,1.836091520048599,1.7004934619320142,1.5810952285537203,1.473882806962052,2.682891413918904,2.682891413918904,2.5275565108739673,2.369071817787321,2.2071756679984103,2.0419687119940004,1.874475911862454,2.7032837676107984,2.7032837676107984,2.5564653234390957,2.40684520168332,2.2540128325351443,2.0974077699377687,1.9368825725681948,1.773205402291266,1.6259521209577494,1.500841437956872,1.3927100857503392,1.2969824648019057,1.2098104693450613,1.1285164113557045,1.0516308360214817,0.9781448789279158,2.726057236159397,2.726057236159397,2.5871766191339587,2.4460094556891265,2.3020453968690333,2.1547762679734133,2.0034809182358235,1.84785607799074,1.6880861297609984,1.5431386159053795,1.4211708017545617,1.3172191118551737,2.738271273034334,2.738271273034334,2.6031024821321234,2.465909101675809,2.3262076976262414,2.183409952460029,2.0370157107588316,2.764207078734604,2.764207078734604,2.6359755050939677,2.5061267384996655,2.374339689238532,2.2401330041901946,2.102920324985657,1.9619543550307115,1.816581870327648,1.6660048927797382,1.6660048927797382,1.5357629552957848,1.4014083790381735,1.2886099655832992,1.1938902329929215,1.111539340026388,2.7919943747622598,2.7919943747622598,2.67006862295099,2.5468940168674274,2.4221899317209834,2.2956178803217986,2.166717977008116,2.034924389039907,1.899605150672977,1.759738414448249,1.614500411054065,1.4633342643243041,1.4633342643243041,1.3526847687077885,1.2405508819974291,2.8214374040106964,2.8214374040106964,2.7051995961118296,2.5879968260844572,2.4696249494684412,2.3498286037353475,2.2282907827317047,2.104601560285535,1.978205481590791,1.8484081651908604,1.7142261712985503,1.574684522258306,1.4286461227065383,1.4286461227065383,1.3176444456977334,1.3176444456977334,1.219933838743092,1.1229982481985346,1.042006147864052,0.9720298721995615,0.9086937707962942,0.8501794389285117,0.794540163533388,2.852351158334712,2.852351158334712,2.7412497510695903,2.629397802035741,2.5166524880694117,2.8845604708839905,2.8845604708839905,2.7781122722895493,2.6710690116365936,2.563450916085145,2.455027041256221,2.3455910293112923,2.2350470357619585,2.1230133372913764,2.009149920363725,1.893019925589154,1.7740389807208081,1.6513631742924557,1.5238649053379827,1.3900784070046484,1.3900784070046484,1.272591674405827,1.272591674405827,1.1726935913219356,1.1726935913219356,1.0858505188821652,0.9995463547997054,0.9287193419244005,2.9178982393670805,2.9178982393670805,2.8156808047750315,2.7130065275020714,2.6099580565295986,2.5062444378078172,2.401920282191628,2.296651851332039,2.190341252290513,2.0827355352302854,1.9734770466023437,1.862183519263199,1.7483353042068324,2.9522101013506017,2.9522101013506017,2.8538533914866413,2.7551822239522408,2.6562095375307235,2.5568328144217674,2.4569143884866493,2.3563986531012824,2.987352156575198,2.987352156575198,2.892533095454712,2.797510733503857,2.7022291537197543,2.6067543663895774,2.7910122919275286,2.7910122919275286,2.7910122919275286,2.735725918710675,2.680125636660115,2.6241730968232364,2.5678267996347763,2.511041667467051,2.453768535013343,2.395959552602077,2.337525749263638,2.2784100689095457,2.2185464916565065,2.157852015253442,2.096209569369404,2.0334827561221145,1.9695885171122214,1.9043267054850432,1.8375197676802377,1.7689466731481607,1.6983151908880414,1.6252496488816996,1.5493250374187006,1.4699052319437278,1.3861612970134907,1.2968737328993476,1.2003466052970557,1.0941620000150727,1.0941620000150727,1.0174185646696268,1.0174185646696268,0.9491572826467027,0.8785642641464029,0.8211604491639413,0.7723512357144819,0.7283778714983469,0.6879023129294923,0.6496396832581413,0.6131048969690212,0.5777590842984172,0.5452722371605591,0.5452722371605591,0.5287098706008093,2.688772044546072,2.688772044546072,2.688772044546072,2.6331282223573154,2.5771697571612373,2.5208571688858044,2.5844236059118932,2.5844236059118932,2.5844236059118932,2.5284857029684082,2.4722320143144247,2.4156217009414247,2.3586101948218428,2.3011486376610666,2.243187218244524,2.184669394274276,2.125521748201034,2.0656697348677584,2.0050290780118414,1.943470327317001,1.8808936657026076,1.8171811373787867,1.7521740246786062,1.6856044083411468,1.6173174256019796,1.5469397337603787,1.474131776458747,1.3982848675589623,1.318729588251064,1.234372343880923,1.1435748547111304,1.0437731093298293,1.0437731093298293,0.9658843289346617,0.9658843289346617,0.8984568625626894,2.478053989255388,2.478053989255388,2.478053989255388,2.421889480982103,2.365414892850789,2.3085885202507543,2.251364650997222,2.193692928556341,2.135525851309107,2.0767972319920767,2.017433405092964,1.9573555854723246,1.8964547585842442,1.8346266122714567,1.7717608177982482,2.3697141747958512,2.3697141747958512,2.3697141747958512,2.313424616300438,2.256832328980756,2.1998936760821173,2.1425565332110086,2.0847787155793887,2.026515907026236,1.9676914209198098,1.9082302353717515,1.848036844877788,1.7870229658693597,1.7250762896017937,1.6620689344922042,1.5978441882007854,1.5321936395077598,1.4648161633749415,1.3954563142887804,1.3236439394772277,1.2487901954074805,1.170000427511002,1.0859591998721239,0.9943658157116926,0.9943658157116926,0.9113853940075993,0.9113853940075993,0.8443458846513416,0.8443458846513416,0.7875613603833499,0.7875613603833499,2.2595250649837086,2.2595250649837086,2.2595250649837086,2.203204038897862,2.1465956552051777,2.089657091356118,2.032340952850409,1.9745980240291872,1.9163772600365565,1.8576007603314437,2.0343754991411505,2.0343754991411505,2.0343754991411505,1.9784349312296605,1.9222552376661113,1.8657913013931897,1.808986899731949,1.7518183491872048,1.6942184099191249,1.636114620531207,1.577428236225202,1.5180668485793039,1.457939398214173,1.3968959110912267,1.3347719480294218,1.271360132695535,1.2063908817339295,1.1395011649695288,1.0701747479690529,0.997556022349691,0.9203969953980792,0.8360422701023128,0.8360422701023128,0.7617864721555625,0.7617864721555625,0.7084860354376779,0.7084860354376779,0.6654220390499469,0.6654220390499469,0.6296094230592971,1.9200451302071866,1.9200451302071866,1.9200451302071866,1.864566056553736,1.8088830121321364,1.7529573101986164,1.6967438831613408,1.6402028074084054,1.5832690546829538,1.525876954658942,1.4679488626647974,1.8052036530657225,1.8052036530657225,1.7504342331929914,1.695506095872623,1.6403850843609593,1.5850292444706426,1.5294053194407078,1.6906687768610855,1.6906687768610855,1.6369141667772307,1.5830406975200215,1.529047495163863,1.4748968804573988,1.42053013657046,1.3659344939424878,1.3110192742502957,1.25572304350459,1.1999933971801648,1.1437149004835936,1.086744952410688,1.028939464529769,0.9700799029812742,0.9098613910158059,0.847789021797636,0.7830483241033745,0.7140283343052948,0.6360429338231883,0.6360429338231883,0.6045257235287858,1.4681041719928738,1.4681041719928738,1.4175077711692141,1.3669676601397827,1.316435637919371,1.266012811862125,1.2154775591258318,1.1650620586741618,1.1144182725230227,1.0638667151067729,1.0129543812102257,0.9620379501685223,0.9106284184212925,0.859022923955953,0.806716219994667,0.7536352747452095,0.6995569560303585,1.2722894897526666,1.2722894897526666,1.2266975188590077,1.1814493945079987,1.1365625154472,1.0918860844499085,1.0473875550706997,1.0030409832698617,0.9589587769207877,0.9153727066437666,0.8719053142379902,0.8285196549637668,0.7851364433256943,0.742185970965198,0.6997137754915127,0.6571064468658856,1.1969055969507476,1.1969055969507476,1.1545730098022922,1.1125723769508504,1.0709025510792758,1.0295726397549065,0.9885717094897266,0.9478992181174415,0.9075651430331976,1.1474918098608438,1.1474918098608438,1.1080568959985675,1.0688620077046322,1.0298803592016734,0.991336089509685,0.953443238723644,0.9157923146315082,0.8783633228783436,0.8410976969112534,1.1323311737323056,1.1323311737323056,1.094352597620536,1.056351037066277,1.0185577271155015,1.2205275040327823,1.2205275040327823,1.1718845417480708,1.1245441428317915,1.078417507771358,1.0334302111825286,0.9898127668418605,0.9473221390631189,0.9058370277744736,1.4358725720176881,1.4358725720176881,1.353288568966371,1.2778035830056471,1.2083324326714808,1.1435482445587901,2.70805311191443,2.70805311191443,2.67741824739183,2.67741824739183,2.64219701389449,2.64219701389449,2.498452152953259,2.3519172701620636,2.783501489485383,2.692247898431076,2.600762206752974,2.509073846241316,2.416985317064099,2.3244395890142733,2.231421744135896,2.1376812212769254,2.043203394531883,1.94771367638016,1.8510750196839214,1.7529231352932042,1.6530215457196493,1.550765369675055,1.4454865840405933,1.3361870108604141,1.2212989712697335,1.098190068522425,1.098190068522425,1.00643935063903,1.00643935063903,0.9290812320161771,0.9290812320161771,0.8631809927826796,0.7984448132187617,0.748126404590771,2.3919856245448257,2.308165276258268,2.2240008247721734,2.1394285659738013,2.0544504178280936,1.9688649655440975,1.8825477493303295,1.7954467165193093,1.7073233919416826,1.6179133743721832,1.527036804538648,1.434144213721839,1.3387977994885727,1.2400642247391933,1.136576305026591,1.0259338354292793,1.0259338354292793,0.9321284217384431,0.9321284217384431,0.858120633871922,0.858120633871922,0.7968387092297571,0.7968387092297571,0.7450058716012523,2.0223003068972703,1.9463122318628612,1.8699054097395609,1.7930001453864377,1.715501218924451,1.637297949564483,1.5583165357824635,1.4783302143515216,1.397082322880904,1.3142719262862677,1.229566981167129,1.1421805216781244,1.0512261794537436,0.9547605614169962,0.8490288910256346,0.8490288910256346,0.7809160807616387,0.7809160807616387,0.7254120296615751,1.8459471551904685,1.77411621344201,1.701835444719327,1.629024699385632,1.555590640561096,1.481448575898257,1.4064419596929991,1.3303526629882012,1.2529180372107467,1.675615667029934,1.6082048920767362,1.540328650747197,1.4719100045541613,1.5120103955219177,1.4493633418810608,1.3862338144664612,1.3225543770078434,1.2582393393634006,1.1931700013793451,1.127196077027153,1.0601106491908294,0.9916170325689875,0.9212705222963915,0.8482757671522038,0.7711077901890784,0.6859550334744109,0.6859550334744109,0.6390383582851951,0.6390383582851951,0.6040611933135089,0.6040611933135089,0.5763047681673168,1.2100040540682486,1.1581790986663758,1.1060735899633065,1.053495053499297,1.000226595507001,0.9465681940641084,0.8921123947596575,0.8366429953413268,0.7801198073885832,0.7220961091189327,0.6615369465322203,0.5959679071505539,0.9658464683776787,0.9272675784193705,0.8882083108842636,0.8489926376523701,0.8097715531049215,0.7699981220781407,0.7295796778437644,0.6889578708318205,0.888504009420438,0.856174170029562,0.8235504883421378,0.790633113195928,0.7574324330694813,0.7239543052764259,0.6902125385768056,0.8633658592076591,0.8329784501358325,0.8029894517782197,0.7718237494134471,0.9707207517254375,0.9196912230546054,0.8719731283661726,0.8269400007790422,2.3463133015499222,2.271549054651183,2.193837822609833,2.1128205933224016,2.0280134726814256,1.9389769172999907,1.845199372447109,1.7462532842424558,1.6495513421101267,1.5561900649121363,1.4648416934540085,1.373896243546925,1.280974396874641,1.1794586769989786,1.1794586769989786,1.1045256579808083,1.0364155786441054,0.9703672512106483,2.400361522886827,2.3910455900595284,2.315877646542962,2.2377558042188133,2.1562292376204493,2.070975075755684,2.3841680334480353,2.3571282201247223,2.27822493735703,2.195930682267249,2.1098232745190457,2.4283567471673306,2.4160522230562265,2.344898504354884,2.271250174525837,2.1948106548544923,2.1151767838600533,2.0319377166285015,1.9446205687648104,1.8526990173678142,2.4409842743645638,2.4258024427162725,2.3560692724312284,2.284031444076492,2.209386532877953,2.1318322881923364,2.468643238923589,2.447741409569387,2.3806146348557125,2.311532433542165,2.240236508005954,2.166442310536604,2.0898384347136267,2.0100082181334336,1.926458654996447,1.8386530238530312,1.7459212640022501,1.6476163873361576,1.543241431896961,1.4340551733125415,1.336006158593329,1.2487574568740791,1.1702610482028726,1.098353341389674,2.499550105394553,2.4729629978617096,2.4081309269681777,2.3416519205467217,2.273319879634345,2.2028916761404624,2.1300868329715588,2.054599666886628,1.9760203657704927,1.893902165923539,1.8076735708538156,1.7165965476408687,1.6199625926784205,1.5170283707796552,1.407557767483594,1.3073534777030493,1.2190879627576927,2.501485082290748,2.438645869539848,2.3744332087162503,2.3086456418920167,2.241109563523108,2.171619715494094,2.0999091413492468,2.02566660030324,1.9485305963881197,1.8680230423328008,1.7836257437628833,1.6945692795277691,1.6000995908299736,1.4992584717421624,1.3914233348951475,2.5504467253679417,2.4900729131132673,2.4286741426580325,2.36604357472714,2.3021320654490527,2.236710474345411,2.1696399605503585,2.10071503004109,2.029668878865772,1.95617660891819,1.8798957681826702,1.8003509516614908,1.71695586054766,1.6289630320208193,1.5355212761883308,1.435433338309549,1.3277807765594265,2.606747461613113,2.5483093334257636,2.4890824871709745,2.4289460254048643,2.367805549526231,2.3055805174113493,2.2420892921533833,2.177242795458013,2.1108308861091705,2.0426555506404727,1.9725022403960089,1.900070024222017,1.8249659018792803,1.7467669043358856,1.6648955161751315,1.578601570172224,1.4869179105873767,1.3886363339428536,1.2823925173874107,1.2823925173874107,1.196730162700923,1.1052148857448403,1.026646001897204,0.9595524030452043,0.9003930570620367,0.8459880984417191,2.7292993048901004,2.726729791601156,2.6702950802245207,2.613321528183996,2.555748923460106,2.4975169072740995,2.4385071296807745,2.378678802450888,2.317959091561341,2.256179798134678,2.193284650307699,2.1291047817377264,2.063494691080543,1.9962469501681441,1.9271818018610563,1.8559459202649347,1.7822598191435852,1.7057077531460996,1.6257202750019268,1.5415733561324831,1.4523618793603084,2.7964972240707695,2.740979848875817,2.685062696214218,2.628701827419186,2.571853201040856,2.5144655041766635,2.4564526808443516,2.3977521422627994,2.3383111833981727,2.278051623548081,2.2168303071075512,2.1545750679024724,2.0911815428856197,2.0264262758676375,1.960239476018164,1.8923018770686661,1.822462679080462,2.704393357923798,2.6907230528020656,2.602373140596204,2.51377598190058,2.424883189355807,2.2942363371396324,2.2857996006402637,2.2054544289305724,2.1247758337395055,2.0437075949678936,1.822876303072144,1.7160535891785273,1.606552762246591,1.49350424382817,1.3756617275053384,1.2512942950734356,1.33361671780153,1.281337289565257,1.2289593579656732,1.176321416163356,1.7499708687081437,1.6244914903712362,1.5025496560350844,1.3886051865043625,1.3886051865043625,1.3886051865043625,1.4123595640505517,1.2815728241383924,1.2815728241383924,1.174112555335135,1.174112555335135,1.0825692218957652,1.0825692218957652,1.0032527463121301,0.9249306170951209,1.630489486450688,1.550309942355136,1.4658120138504764,1.3759252215554203,1.2856334490411472,1.180614176342059,1.7078827699544232,1.648413192572417,1.5881883208472014,1.5270910218749028,1.3075034327981472,1.2484205262942663,1.1884019253907607,1.1272455462448807,1.0646865819846678,1.000354171190236,1.1885115407304192,1.1126409825547448,1.031992318961714,0.9442898957963144,0.8452615129927263,0.8452615129927263,0.7845403800606051,0.7845403800606051,0.7331258625840738,0.7331258625840738,0.6895725733791608,0.6476361452409627],\"xs\":[{\"__ndarray__\":\"FjEH3F7LBMAWMQfcXssEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FjEH3F7LBMBM/s+YWs0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TP7PmFrNBMDe/EC2sM4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3vxAtrDOBMA7mRM4OM8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O5kTODjPBMC7eppF884EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u3qaRfPOBMDv++vD/80EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7/vrw//NBMA+Ja8/b8wEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PiWvP2/MBMCaKTD5R8oEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mikw+UfKBMC9kzI0h8cEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vZMyNIfHBMBRPdxNJMQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UT3cTSTEBMAtb+YPG8AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LW/mDxvABMDZmox9xbsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2ZqMfcW7BMCITfkDN7cEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iE35Aze3BMD71l/pfbIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+9Zf6X2yBMCve/Nko60EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"r3vzZKOtBMClSqh1rqgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pUqoda6oBMDQyk6lpKMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0MpOpaSjBMD19ghIiZ4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9fYISImeBMB2tQQ4X5kEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"drUEOF+ZBMAjSq/fKJQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I0qv3yiUBMBEW4KN6I4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RFuCjeiOBMBHTPY5oIkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R0z2OaCJBMCMMmREUYQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jDJkRFGEBMChoisa+34EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oaIrGvt+BMChsgS7onkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"obIEu6J5BMASnJE1WHQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EpyRNVh0BMASnJE1WHQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EpyRNVh0BMDgd16QBHMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4HdekARzBMDgd16QBHMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4HdekARzBMBlLJCWH3IEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZSyQlh9yBMBEoNTEoHEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RKDUxKBxBMBK8eRKZnEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SvHkSmZxBMDswGDgRnEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7MBg4EZxBMBWO/sbOHEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vjv7GzhxBMAbdM42AXEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"G3TONgFxBMAbdM42AXEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"G3TONgFxBMCTrz3cBXEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k6893AVxBMC7HjpwEXEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ux46cBFxBMAPvTNVEnEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D70zVRJxBMDVl4SvBnEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1ZeErwZxBMBrg/fE73AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a4P3xO9wBMBrg/fE73AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a4P3xO9wBMCWpBKP/XAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lqQSj/1wBMDIkWKoCHEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yJFiqAhxBMA8O++mCXEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PDvvpglxBMAa1qaj/3AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gtamo/9wBMA4arjA8HAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OGq4wPBwBMCpqZeO73AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qamXju9wBMCfWvl//HAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n1r5f/xwBMCQnbvpBnEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kJ276QZxBMBBe1DlB3EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QXtQ5QdxBMDCqnG3/nAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wqpxt/5wBMDC2w+k8XAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wtsPpPFwBMB3+JXf8HAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d/iV3/BwBMBESAWK/HAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"REgFivxwBMBDdGEPBnEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Q3RhDwZxBMAXtVTcBnEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F7VU3AZxBMCkazFQ/nAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pGsxUP5wBMB9acWh8nAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fWnFofJwBMBNrA8m8nAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TawPJvJwBMAbZa68/HAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"G2WuvPxwBMAhIxFyBXEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ISMRcgVxBMC/CAsMBnEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vwgLDAZxBMB1FuIG/nAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dRbiBv5wBMChtWKB83AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"obVigfNwBMBsXHhG83AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bFx4RvNwBMC2an73/HAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tmp+9/xwBMB7E2HyBHEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"exNh8gRxBMCuHIZZBXEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rhyGWQVxBMATMsrI/XAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EzLKyP1wBMC5H0hC9HAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uR9IQvRwBMArJIFD9HAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KySBQ/RwBMBQNEcy/XAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UDRHMv1wBMCz6hWFBHEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s+oVhQRxBMAeWfq6BHEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Hln6ugRxBMACqR2R/XAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Aqkdkf1wBMAYqfLp9HAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GKny6fRwBMDY0cci9XAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2NHHIvVwBMDJgzxq/XAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yYM8av1wBMBANJYkBHEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QDSWJARxBMDtMY0rBHEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7TGNKwRxBMAZ2mNe/XAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GdpjXv1wBMCkYZN99XAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pGGTffVwBMCT1Unp9XAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k9VJ6fVwBMBo+Eie/XAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aPhInv1wBMDf4Y3NA3EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3+GNzQNxBMA8/1qoA3EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PP9aqANxBMAoKBcw/XAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KCgXMP1wBMAhL0IB9nAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IS9CAfZwBMAXZgab9nAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F2YGm/ZwBMCMZQbO/XAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jGUGzv1wBMDBKM99A3EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wSjPfQNxBMDCUHcvA3EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wlB3LwNxBMArjfsF/XAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K437Bf1wBMAOURp49nAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DlEaePZwBMDP9CI793AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QdbF6xLABMBB1sXrEsAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QdbF6xLABMDgMNRfs8IEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4DDUX7PCBMARHLE30sQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ERyxN9LEBMBnOKzaRcYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Zzis2kXGBMCdpPuJ3cYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"naT7id3GBMDg64dPpMYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4OuHT6TGBMCLAQmUu8UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iwEJlLvFBMAvt1HXNsQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"L7dR1zbEBMCzo/HOHMIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s6PxzhzCBMDzt63Mar8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bHuE+8a0BMBse4T7xrQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bHuE+8a0BMAAp8++7LcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AKfPvuy3BMA0DjCqsroEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NA4wqrK6BMB9yacG97wEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fcmnBve8BMBWDGq4i74EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VgxquIu+BMCQP1GyNr8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kD9Rsja/BMBZitcyC78EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WYrXMgu/BMCiiEKwLr4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oohCsC6+BMBMjPQCt7wEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TIz0Are8BMBXmVrFq7oEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lyBDC3upBMCXIEMLe6kEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lyBDC3upBMAgQQ0qCq0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IEENKgqtBMAYxHmVVLAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GMR5lVSwBMBEf5FwQrMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RH+RcEKzBMC6utWQsLUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"urrVkLC1BMBgRru1bLcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YEa7tWy3BMCHvqLNMbgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wsUBGy+eBMDCxQEbL54EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wsUBGy+eBMDwq724EKIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8Ku9uBCiBMBb4TeewaUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W+E3nsGlBMChWtEUMqkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oVrRFDKpBMBuIYKxSqwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"biGCsUqsBMBVZnba564EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VWZ22ueuBMAE0scd1LAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BNLHHdSwBMAiPmDnvbEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ij5g572xBMDSZHOlvrEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0mRzpb6xBMBfDpk+B7EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xw6ZPgexBMCVA0O8tK8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lQNDvLSvBMBfxzP10a0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"X8cz9dGtBMAFwDJtXKsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BcAybVyrBMBr8gICSqgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a/ICAkqoBMC1+EvYjaQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tfhL2I2kBMDeJol6F6AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7WrAKuOSBMDtasAq45IEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7WrAKuOSBMCHGLxrBZcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hxi8awWXBMA9hsMZBZsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PYbDGQWbBMCRq34l2J4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kat+JdieBMDda/nWb6IEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3Wv51m+iBMDIFxjjtaUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yBcY47WlBMAyLUNjh6gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Mi1DY4eoBMAcoXFvraoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HKFxb62qBMDAd1bkyasEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wHdW5MmrBMAYvgcE7qsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GL4HBO6rBMA7iUiVUqsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O4lIlVKrBMDHCG6DGqoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gr2fMj2NBMCCvZ8yPY0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gr2fMj2NBMCPuh9qepEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j7ofanqRBMB5oYRtmpUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eaGEbZqVBMBOT8I1lZkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Tk/CNZWZBMD9dzMyX50EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/XczMl+dBMCyuD0R56AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"srg9EeegBMBnsM/gEaQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rWJeQvGBBMCtYl5C8YEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rWJeQvGBBMD/uUngW4YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/7lJ4FuGBMBTn/d/sYoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U5/3f7GKBMCYFtP/7I4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mBbT/+yOBMDstmk3B5MEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7LZpNweTBMCVej/P9ZYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lXo/z/WWBMAct9wzqZoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HLfcM6maBMA03HjJCJ4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NNx4yQieBMDHrFbq66AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"x6xW6uugBMDHrFbq66AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"x6xW6uugBMBWG23OyaIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VhttzsmiBMAS3Oxj6KMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EtzsY+ijBMABAyHACqQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AQMhwAqkBMBY+LovbaMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WPi6L22jBMAt8BV9NqIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LfAVfTaiBMCPP5LIc6AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2AcdUqV2BMDYBx1SpXYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2AcdUqV2BMDxaaRANHsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8WmkQDR7BMAuUoDqs38EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LlKA6rN/BMBdoBj/IIQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XaAY/yCEBMBV074Cd4gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VdO+AneIBMBA8SC3r4wEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QPEgt6+MBMCUtgYcwpAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lLYGHMKQBMB62c6UoJQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"etnOlKCUBMDnhgx/NZgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"54YMfzWYBMCdrOh4XJsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nazoeFybBMB1uP641Z0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dbj+uNWdBMB1uP641Z0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dbj+uNWdBMBxhhbX+54EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cYYW1/ueBMAje4o1YZ8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I3uKNWGfBMClYzxV9p4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A63bYVlrBMADrdthWWsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A63bYVlrBMA6CU2tBXAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OglNrQVwBMDdIa69pnQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3SGuvaZ0BMDmZMJjOnkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5mTCYzp5BMAMbc/DvX0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DG3Pw719BMDkSkgGLYIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5EpIBi2CBMDImmvVgoYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yJpr1YKGBMD9yWyJt4oEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/clsibeKBMArtU+av44EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K7VPmr+OBMDqyaK4iJIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6smiuIiSBMDhf5PV85UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4X+T1fOVBMCGZz7GyJgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hmc+xsiYBMCGZz7GyJgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hmc+xsiYBMAbPQU3SZoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gz0FN0maBMAbPQU3SZoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gz0FN0maBMAfAyRh/poEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HwMkYf6aBMC/mxPE9JoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"v5sTxPSaBMAsBtDVNpoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LAbQ1TaaBMDXNxTn6ZgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1zcU5+mYBMCsAThBFZcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rAE4QRWXBMDOlxEWtJQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zpcRFrSUBMBTzwDwtpEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U88A8LaRBMD3+UyXDo4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LlKacQ1gBMAuUppxDWAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LlKacQ1gBMC1YPS80WQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tWD0vNFkBMA3/jWvjWkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N/41r41pBMBMkSzRP24EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TJEs0T9uBMCx54JE5nIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WfdYgcFUBMBZ91iBwVQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WfdYgcFUBMANp7eemVkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Dae3nplZBMD2btd4a14EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9m7XeGteBMCJAVsPNmMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iQFbDzZjBMCJG6wi+GcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iRusIvhnBMAV1+0esGwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FdftHrBsBMCOh9v5W3EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jofb+VtxBMCUlB8A+XUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lJQfAPl1BMCpE1yEg3oEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qRNchIN6BMCdzSVV9n4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nc0lVfZ+BMC03NPDSYMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tNzTw0mDBMAoj0XfcYcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KI9F33GHBMC+7DS1WosEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vuw0tVqLBMCiffP3344EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"on3z99+OBMCiffP3344EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"on3z99+OBMAcPi23U5EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HD4tt1ORBMAcPi23U5EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HD4tt1ORBMBaXYq3ypIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Wl2Kt8qSBMBaXYq3ypIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Wl2Kt8qSBMDIZhZRdZMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yGYWUXWTBMC4DZd2YJMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uA2XdmCTBMC+4Mirm5IEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vuDIq5uSBMCs7hAfTpEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hJwXkXVJBMCEnBeRdUkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hJwXkXVJBMBYbBc3Xk4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WGwXN15OBMAZ93ggQlMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gfd4IEJTBMDAWdmaIFgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wFnZmiBYBMDPv9PM+FwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z7/TzPhcBMBGnLypyWEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rpy8qclhBMA5h7zfkWYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OYe835FmBMBQybS9T2sEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UMm0vU9rBMANzFYKAXAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DcxWCgFwBMAxxdnGonQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"McXZxqJ0BMCtf4fGMHkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rX+HxjB5BMCduGr5pH0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nbhq+aR9BMDO+S0U9oEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"r0HWoCk+BMCvQdagKT4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"r0HWoCk+BMDGnYMyIEMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xp2DMiBDBMA/JmcpE0gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PyZnKRNIBMDrrn4HAk0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"665+BwJNBMAiEVc17FEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IhFXNexRBMClshr80FYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pbIa/NBWBMAfTO96r1sEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H0zveq9bBMAc14OZhmAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uaUsN0yBMDa5pSw3TIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uaUsN0yBMBuRYsU4DcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bkWLFOA3BMCOe4K33zwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jnuCt988BMAa9U0/3EEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GvVNP9xBBMBhv15A1UYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Yb9eQNVGBMDbDSE7yksEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCwBY/X0MsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sAWP19DLBMBQYn5xn8YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UGJ+cZ/GBMBHSrLQcMEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R0qy0HDBBMA8S2wpRbwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PEtsKUW8BMBdWGe2HLcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XVhnthy3BMD4XwS697EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+F8EuvexBMAG3+R/1qwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Bt/kf9asBMDfaKVeuacEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"32ilXrmnBMDYdgO6oKIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2HYDuqCiBMByBvYFjZ0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cgb2BY2dBMA0R57KfpgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NEeeyn6YBMDTaF+pdpMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"02hfqXaTBMBn9KhjdY4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z/SoY3WOBMArD6vke4kEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Kw+r5HuJBMCyvJNOi4QEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sryTTouEBMCcincNpX8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nIp3DaV/BMCt7tLzynoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"re7S88p6BMDdrYNl/3UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3a2DZf91BMA+Tm6cRXEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Pk5unEVxBMBqw9MaomwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"asPTGqJsBMBFSmF0G2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RUphdBtoBMA+4ePSu2MEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PuHj0rtjBMASisgRlF8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EorIEZRfBMDWZX7WwlsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1mV+1sJbBMBJU3j1hlgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SVN49YZYBMBJU3j1hlgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SVN49YZYBMCWugVn61YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lroFZ+tWBMCWugVn61YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lroFZ+tWBMBKDlgZIVYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Sg5YGSFWBMCnvrAtGlYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p76wLRpWBMBOU1ozy1YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TlNaM8tWBMA2cl0qAVgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NnJdKgFYBMCWNfuRtFkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ljX7kbRZBMDrXolr61sEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"616Ja+tbBMDxtWuWsl4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8bVrlrJeBMDrSfq3GWIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"60n6txliBMB0dUN1IGYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dHVDdSBmBMC7CYpIrmoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uwmKSK5qBMC7CYpIrmoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uwmKSK5qBMD1MZPZ720EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9TGT2e9tBMD1MZPZ720EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMBe3VuzzcsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xt1bs83LBMCilakTmcYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"opWpE5nGBMDxVKgjZ8EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8VSoI2fBBMAALqQXOLwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMBB39JUyssEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Qd/SVMrLBMAqqrU9ksYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Kqq1PZLGBMDdUPO8XMEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3VDzvFzBBMAwJYsGKrwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MCWLBiq8BMDCrnBV+rYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wq5wVfq2BMA7pwHtzbEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O6cB7c2xBMDsa9YapawEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7GvWGqWsBMC9QsY4gKcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vULGOICnBMAGpa+vX6IEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BqWvr1+iBMANvWf7Q50EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Db1n+0OdBMD9vsevLZgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/b7Hry2YBMBtB5Z/HZMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bQeWfx2TBMDFdEBGFI4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xXRARhSOBMAK67kVE4kEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Cuu5FROJBMBVIIFKG4QEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VSCBShuEBMBPk8WqLn8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"T5PFqi5/BMAQCzqXT3oEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EAs6l096BMB+IutbgXUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fiLrW4F1BMBjR3O+yHAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Y0dzvshwBMBo+0kKLWwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aPtJCi1sBMAuL9o7umcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Li/aO7pnBMBNmPQRhmMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TZj0EYZjBMB8bXE7vl8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fG1xO75fBMB8bXE7vl8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fG1xO75fBMCDjYHkhF0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"g42B5IRdBMCDjYHkhF0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"g42B5IRdBMDrgVriPVwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"64Fa4j1cBMDrgVriPVwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMAWt3S3xssEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Frd0t8bLBMAEbDHmisYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BGwx5orGBMCUZKuNUcEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lGSrjVHBBMDRjCjhGrwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Ywo4Rq8BMAcKxAb57YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HCsQG+e2BMAkwZF+trEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JMGRfraxBMBLhHRZiawEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"S4R0WYmsBMBsBUcGYKcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bAVHBmCnBMCnT5rvOqIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p0+a7zqiBMCewVmUGp0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nsFZlBqdBMAzZZGN/5cEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M2WRjf+XBMD2DW6W6pIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9g1uluqSBMCA6MCX3I0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMDHiMXWwssEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"x4jF1sLLBMDvCpsDg8YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7wqbA4PGBMAr0auGRcEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K9GrhkXBBMBC8QOSCrwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QvEDkgq8BMA4nupe0rYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OJ7qXtK2BMAc+7QvnbEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HPu0L52xBMBTapNRa6wEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U2qTUWusBMCuDeoePacEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rg3qHj2nBMCi0xMDE6IEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"otMTAxOiBMCIhhV/7ZwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iIYVf+2cBMAoeRwwzZcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KHkcMM2XBMAcxhDZspIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HMYQ2bKSBMCJ7Ddwn40EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iew3cJ+NBMDcLzczlIgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3C83M5SIBMDlw6vGkoMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5cOrxpKDBMD7w3hqnX4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+8N4ap1+BMCYlPhTt3kEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mJT4U7d5BMC1NVhV5XQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tTVYVeV0BMB1rusyL3AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"da7rMi9wBMAhJmW4omsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ISZluKJrBMCQK8daXGcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kCvHWlxnBMCQK8daXGcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kCvHWlxnBMCcjQk0P2QEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nI0JND9kBMCcjQk0P2QEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nI0JND9kBMDCZ/RWZmIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wmf0VmZiBMDCZ/RWZmIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wmf0VmZiBMD2IAEVcmEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9iABFXJhBMD2IAEVcmEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9iABFXJhBMB7DHS8NWEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMBd46quvssEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XeOqrr7LBMDfImaNesYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3yJmjXrGBMA0EHuaOMEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NBB7mjjBBMBkbQYG+bsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZG0GBvm7BMAzpHYHvLYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M6R2B7y2BMAaD1zfgbEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gg9c34GxBMC9TUbZSqwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vU1G2UqsBMDmlV9OF6cEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMAP9d97tcsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D/Xfe7XLBMDB0ELLZ8YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wdBCy2fGBMALQJbmG8EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"C0CW5hvBBMABivv30bsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AYr799G7BMAIN54wirYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CDeeMIq2BMANL/HJRLEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DS/xyUSxBMCRMukHAqwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kTLpBwKsBMBFaRs8wqYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RWkbPMKmBMAf8gLKhaEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H/ICyoWhBMC/RL0tTZwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"v0S9LU2cBMCTWlAEGZcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k1pQBBmXBMBaClcY6pEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WgpXGOqRBMBMr6B3wYwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TK+gd8GMBMDxf16WoIcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8X9elqCHBMCAmp2NiYIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gJqdjYmCBMA3WSmUf30EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N1kplH99BMBx3y0FiHgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cd8tBYh4BMDSpQXqrHMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0qUF6qxzBMAMapo7BW8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DGqaOwVvBMAMapo7BW8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DGqaOwVvBMCWVGaGrGsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"llRmhqxrBMCWVGaGrGsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"llRmhqxrBMDYdP5v3mkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2HT+b95pBMDYdP5v3mkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2HT+b95pBMATOB+88GgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EzgfvPBoBMATOB+88GgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EzgfvPBoBMAYJrQhsmgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GCa0IbJoBMBZKew3ImkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMB6X+ZvsMsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"el/mb7DLBMAjXul8XcYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I17pfF3GBMBnyi4bDMEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z8ouGwzBBMCVaZpvvLsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lWmab7y7BMBwuXumbrYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cLl7pm62BMDBlTb0IrEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wZU29CKxBMABokKW2asEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AaJCltmrBMBqNvPWkqYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ajbz1pKmBMBYKzoST6EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMBBSFIeq8sEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QUhSHqvLBMBeKvecUsYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xir3nFLGBMDzte9r+8AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"87Xva/vABMCiMdWqpbsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ojHVqqW7BMBS7pN+UbYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Uu6TflG2BMCsjmkU/7AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMBhwTCUpcsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YcEwlKXLBMBONGFIR8YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TjRhSEfGBMBtCxgG6sAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bQsYBurABMAIq1DnjbsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CKtQ5427BMBCqekIM7YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QqnpCDO2BMDPQC2P2bAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z0Atj9mwBMBtbAumgasEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bWwLpoGrBMCOg42AK6YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"joONgCumBMA3UmBh16AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N1JgYdegBMCANQafhZsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gDUGn4WbBMBywh2oNpYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"csIdqDaWBMDcvVMS65AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3L1TEuuQBMAOlAq0o4sEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DpQKtKOLBMBkNXLVYYYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZDVy1WGGBMAh6sqKJ4EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IerKiieBBMC3isih+HsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t4rIofh7BMBeiDW53XYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xog1ud12BMBbVkk/9XEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W1ZJP/VxBMBbVkk/9XEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W1ZJP/VxBMCgyeQsT3AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oMnkLE9wBMCgyeQsT3AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMA2EStdmssEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NhErXZrLBMBTsCpXMMYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U7AqVzDGBMBGe1bKxsAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RntWysbABMCqqvrCXbsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qqr6wl27BMBLar1M9bUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"S2q9TPW1BMCQJLp4jbAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kCS6eI2wBMBQqNxYJqsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UKjcWCarBMC+eL8FwKUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vni/BcClBMDV6MabWqAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1ejGm1qgBMD6SEhC9poEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+khIQvaaBMC5aCErk5UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uWghK5OVBMDgBqOgMZAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4AajoDGQBMBM8GMN0ooEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TPBjDdKKBMBYvacPdYUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WL2nD3WFBMCTYOHgG4AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k2Dh4BuABMDBOJP3yHoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMAFHaAjkcsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BR2gI5HLBMBp2X6BHcYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"adl+gR3GBMCqNLnyqcAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qjS58qnABMCg8AN6NrsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPADeja7BMAXxWUWw7UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F8VlFsO1BMCdnI3FT7AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nZyNxU+wBMCCWBaH3KoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"glgWh9yqBMBUsahmaaUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VLGoZmmlBMAMlEtu9p8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DJRLbvafBMAqhdybg5oEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KoXcm4OaBMCmfXLnEJUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pn1y5xCVBMDZp6Bano8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2aegWp6PBMAwjvEmLIoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MI7xJiyKBMDwLIZ0uoQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8CyGdLqEBMB+wY47SX8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMC8Td8dj8sEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vE3fHY/LBMAM319pGcYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DN9faRnGBMAuYgO3o8AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LmIDt6PABMBQMT4HLrsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UDE+By67BMCJyahauLUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"icmoWri1BMDoNQ6yQrAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6DUOskKwBMApnIYOzaoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KZyGDs2qBMAvEZ1xV6UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMAecEnwkMsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HnBJ8JDLBMCDLEkRHcYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gyxJER3GBMC5T8oxqcAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uU/KManABMDSs4VQNbsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0rOFUDW7BMD1ruV4wbUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9a7leMG1BMAUpOCyTbAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FKTgsk2wBMC4xUH62aoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uMVB+tmqBMC1XKVGZqUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tVylRmalBMAVbq6H8p8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMADEk5/mcsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AxJOf5nLBMB8ZMgYLsYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fGTIGC7GBMBRNI+QwsAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UTSPkMLABMASburuVrsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMC7YF9r1csEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u2Bfa9XLBMAajfsXocYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Go37F6HGBMCAgGwiaMEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gIBsImjBBMD2pmrHKrwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9qZqxyq8BMD1xN1W6bYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9cTdVum2BMCfbvgopLEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n274KKSxBMDBbYFzW6wEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wW2Bc1usBMB7RDZVD6cEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMCA3ifUBNEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gN4n1ATRBMDUl2RTj8wEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1JdkU4/MBMAKGX5S8ccEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Chl+UvHHBMCF0hYdM8MEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hdIWHTPDBMB6lBhpWr4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"epQYaVq+BMBuyg/ga7kEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"770y0VqYBMDvvTLRWpgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"770y0VqYBMBYsJNvPJkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WLCTbzyZBMBYsJNvPJkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WLCTbzyZBMB429KZPJoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eNvSmTyaBMB429KZPJoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eNvSmTyaBMDCxQEbL54EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wsUBGy+eBMCfZYhI86EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n2WISPOhBMBWqzoCeqUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uaUsN0yBMATtbgx5jcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"E7W4MeY3BMDaiAb16zwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2ogG9es8BMD9p2Sb7kEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/adkm+5BBMDok2K07UYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6JNitO1GBMCchQ666EsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nIUOuuhLBMATQAwI31AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"E0AMCN9QBMCmOiXUz1UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pjol1M9VBMBVuHQguloEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vbh0ILpaBMAPliqnnF8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D5Yqp5xfBMBaAi+9dWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WgIvvXVkBMDIxI8hQ2kEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yMSPIUNpBMD5l1KtAW4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+ZdSrQFuBMBNXSvFrHIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TV0rxaxyBMCG9kxLPXcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hvZMSz13BMA1QL1ip3sEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NUC9Yqd7BMDHzgMA1X8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"x84DANV/BMCKFezTloMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ihXs05aDBMCKFezTloMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ihXs05aDBMAep6jZvoUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Hqeo2b6FBMAep6jZvoUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Hqeo2b6FBMBbx/WP9oYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W8f1j/aGBMBbx/WP9oYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W8f1j/aGBMDG/lV/aYcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xv5Vf2mHBMDQ3EXqHocEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0NxF6h6HBMDyjQC0PYYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8o0AtD2GBMCyUvfw5oQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uaUsN0yBMDcB5P98zcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3AeT/fM3BMDlcyqmBz0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5XMqpgc9BMB8TE5HGEIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fExORxhCBMBLpKRnJUcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"S6SkZyVHBMBzPbtyLkwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cz27ci5MBMCj9xKxMlEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"o/cSsTJRBMCxJZk3MVYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sSWZNzFWBMB0mI3TKFsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dJiN0yhbBMBy+6fsF2AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cvun7BdgBMDiMxBM/GQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4jMQTPxkBMBg5WPA0mkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YOVjwNJpBMAUB0pplm4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FAdKaZZuBMC1cwdBP3MEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tXMHQT9zBMBrr9CqvncEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a6/Qqr53BMBAmQ6I9XsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QJkOiPV7BMBAmQ6I9XsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QJkOiPV7BMBSfL6w334EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Uny+sN9+BMBSfL6w334EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Uny+sN9+BMAGjtV0kYAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Bo7VdJGABMAGjtV0kYAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Bo7VdJGABMB5eAcNZoEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eXgHDWaBBMB5eAcNZoEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eXgHDWaBBMAIggH4h4EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CIIB+IeBBMDi5UNy/IAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uaUsN0yBMD66HZUBDgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+uh2VAQ4BMBgHX+WKD0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YB1/lig9BMBqcdYTSkIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"anHWE0pCBMDtHFpSaEcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7RxaUmhHBMBy57G3gkwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cuext4JMBMBvAZp7mFEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bwGae5hRBMBcBGyVqFYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XARslahWBMCZ5d+esVsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"meXfnrFbBMB9HEGcsWAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fRxBnLFgBMDsRJmSpWUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7ESZkqVlBMAVsAPAiGoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FbADwIhqBMApwvbCUm8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KcL2wlJvBMAWbPl78nMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Fmz5e/JzBMDydbPtOngEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8nWz7Tp4BMDydbPtOngEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8nWz7Tp4BMCyjVpZYnoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"so1aWWJ6BMCyjVpZYnoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"so1aWWJ6BMBNHnW7lnsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TR51u5Z7BMBNHnW7lnsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uaUsN0yBMC6n36hDTgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"up9+oQ04BMDEMfxnOz0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xDH8Zzs9BMDOWkylZkIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zlpMpWZCBMA4XHfijkcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OFx34o5HBMDMNkyGs0wEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zDZMhrNMBMBasDjH01EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WrA4x9NRBMBIVryW7lYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SFa8lu5WBMAkW5l6AlwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JFuZegJcBMA5QTpGDWEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uaUsN0yBMAIu2DEFzgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CLtgxBc4BMAxuTT2Tz0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Mbk09k89BMAV8MruhUIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FfDK7oVCBMDu+o4+uUcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uaUsN0yBMAuUbm5IjgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LlG5uSI4BMB5GEo7Zj0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eRhKO2Y9BMDYksnqp0IEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2JLJ6qdCBMBhS79n50cEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YUu/Z+dHBMC7Mf0yJE0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uzH9MiRNBMCR6HGfXVIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kehxn11SBMBW69e2klcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VuvXtpJXBMCEV8sGwlwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hFfLBsJcBMBojcU06WEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aI3FNOlhBMBRl4UCBGcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UZeFAgRnBMB1LHlQCWwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dSx5UAlsBMBGmPkK3XAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rpj5Ct1wBMBGmPkK3XAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rpj5Ct1wBMBaYLWPEHMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WmC1jxBzBMBaYLWPEHMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WmC1jxBzBMArkz77UXQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K5M++1F0BMArkz77UXQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K5M++1F0BMCVQQZ37HQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lUEGd+x0BMCVQQZ37HQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uaUsN0yBMDNTEqLOjgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zUxKizo4BMCpREq9lj0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qURKvZY9BMALBIcd8kIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CwSHHfJCBMBN7S+DTEgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Te0vg0xIBMA8ZnKppU0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PGZyqaVNBMBBsJgt/VIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QbCYLf1SBMBpJMuSUlgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aSTLklJYBMDpIrP8pF0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6SKz/KRdBMDL6p/P8mIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"y+qfz/JiBMCgObWkOGgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oDm1pDhoBMBuzyUra20EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bs8lK2ttBMBuzyUra20EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uaUsN0yBMBBV56/TzgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QVeev084BMCtLpfLwT0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rS6Xy8E9BMCch4DTM0MEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nIeA0zNDBMBWvlPBpUgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vr5TwaVIBMBg81+JF04EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YPNfiRdOBMAbDhA7iVMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gw4QO4lTBMAk1VfV+lgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JNVX1fpYBMD9AW38a14EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uaUsN0yBMDTu3FEUzgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"07txRFM4BMBwN9vPyD0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cDfbz8g9BMDFUfNPPkMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xVHzTz5DBMDS/FnAs0gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0vxZwLNIBMAbBf4ZKU4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GwX+GSlOBMAY3oNQnlMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GN6DUJ5TBMDS6UNME1kEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uaUsN0yBMCMuQTfSDgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jLkE30g4BMA7yKaItD0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O8imiLQ9BMB0J/i7IEMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dCf4uyBDBMDEg45ujUgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uaUsN0yBMAw3yJ9xDcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MN8ifcQ3BMC37bocxDwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t+26HMQ8BMAQH6Mm2EEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EB+jJthBBMAyH2sy/UYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/6AloJdKBMAnpCQziUYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J6QkM4lGBMB3CzlwnkIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dws5cJ5CBMBxJOjY3j4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cSTo2N4+BMDF1pJ1VDsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xdaSdVQ7BMBubjXmDDgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bm415gw4BMDXxkX4GjUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"18ZF+Bo1BMCRbM/imDIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kWzP4pgyBMAfL4IVxzAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Hy+CFccwBMCPJ6ltqC8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jyepbagvBMBLulBqOC8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"S7pQajgvBMDS2Nq4fi8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0tjauH4vBMB9E3NblzAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fRNzW5cwBMDa5pSw3TIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uaUsN0yBMDa5pSw3TIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uaUsN0yBMBFqggeWzUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RaoIHls1BMD6QcndTjgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+kHJ3U44BMDMijwz4jsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zIo8M+I7BMBU/JLJHUAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rp0P7UtFBMD19okKykQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9faJCspEBMAcTIp71UAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HEyKe9VABMAy44sVBz0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MuOLFQc9BMC7YV3CZjkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u2FdwmY5BMCOy9fy/jUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jsvX8v41BMDa5pSw3TIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aAhGJU07BMDE0ikn/TkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xNIpJ/05BMDoohJOVDYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6KISTlQ2BMDa5pSw3TIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uaUsN0yBMA8b0t9pC8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PG9LfaQvBMBUBTYN2y4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XXc9SB5UBMAZUHDVXFMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GVBw1VxTBMDvSTiJG08EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"70k4iRtPBMCu3oF89UoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rt6BfPVKBMAmlyPJ70YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Jpcjye9GBMDIxGAWEUMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yMRgFhFDBMB46SQ/Yj8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eOkkP2I/BMAcX2ZN7zsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HF9mTe87BMAQAQfzyDgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EAEH88g4BMB3NJG8BjYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qB6jaxRaBMDltyreG1kEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5bcq3htZBMBZ91iBwVQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WfdYgcFUBMANe2wSf1AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DXtsEn9QBMAWhPDYWEwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FoTw2FhMBMAYSMtgVEgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GEjLYFRIBMC5RTn+eEQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VTNNwAJmBMDJe3rhkmQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yXt64ZJkBMAuUppxDWAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LlKacQ1gBMBcg0CLmlsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XINAi5pbBMDu2Rg0PVcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7tkYND1XBMDcJ/NB+VIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3CfzQflSBMBddZqx004EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XXWasdNOBMAoxPEa00oEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KMTxGtNKBMCOydt0AEcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jsnbdABHBMCl06g/aEMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pdOoP2hDBMAIfJRfHEAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CHyUXxxABMBkzq8VNz0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZM6vFTc9BMCi5RVI3zoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ouUVSN86BMAkQJ0xTzkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JECdMU85BMA3oEO0wjgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N6BDtMI4BMDTptT3CTkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"06bU9wk5BMCsmy0Y/TkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rJstGP05BMBGOCpkhTsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RjgqZIU7BMBasuB2mj0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IHGp4fNxBMB3SxQOAnAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d0sUDgJwBMADrdthWWsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A63bYVlrBMDTrLwvv2YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"06y8L79mBMBOTNubNWIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TkzbmzViBMCF3g9Sv10EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hd4PUr9dBMDEv8a1X1kEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xL/GtV9ZBMA2SUEtG1UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NklBLRtVBMC2D3mN91AEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tg95jfdQBMCP2HzC/EwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j9h8wvxMBMAz4fvfNUkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M+H73zVJBMA70IzvskUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O9CM77JFBMDgwUvYi0IEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4MFL2ItCBMAjfEcl5T8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I3xHJeU/BMBoxe559j0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aMXuefY9BMAJpXbDFT0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CaV2wxU9BMD9ZkSyHD0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/WZEshw9BMD4v0SZ2j0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OEZW9Wp7BMDYBx1SpXYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2AcdUqV2BMAHEyoZ63EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BxMqGetxBMALg6vRPW0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"C4Or0T1tBMD3Pj9cn2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9z4/XJ9oBMDbfMkOEmQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"23zJDhJkBMAkUczdmF8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JFHM3ZhfBMCTeEWaN1sEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k3hFmjdbBMCZADZT81YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mQA2U/NWBMAiDtPi0lIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ig7T4tJSBMDSYa3g304EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0mGt4N9OBMAP7x40KEsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D+8eNChLBMAGGpnDwEcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BhqZw8BHBMCstZ84ykQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rLWfOMpEBMBRapqJeEIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UWqaiXhCBMD8OrLzK0EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oGPGOH+MBMAYEH86l4cEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GBB/OpeHBMBUbhBit4IEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VG4QYreCBMBCMAqh4H0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QjAKoeB9BMDs4asYFHkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7OGrGBR5BMAbDT0nU3QEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gw09J1N0BMDPZKl6n28EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z2Spep9vBMD09Aor+2oEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9PQKK/tqBMD4WJ3gaGYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+Fid4GhmBMBEIyoO7GEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RCMqDuxhBMBff65JiV0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"X3+uSYldBMDmUU/TRlkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5lFP00ZZBMCDBkiCLVUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gwZIgi1VBMBKAeJVSlEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SgHiVUpRBMChLPtGsU0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oSz7RrFNBMADOoaegkoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AzqGnoJKBMAl7miH9EcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Je5oh/RHBMAl7miH9EcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HJWCToudBMBXGOEiiZgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VxjhIomYBMAdx5TqjJMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HceU6oyTBMCc9z4/l44EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nPc+P5eOBMBtA9vUqIkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bQPb1KiJBMBdOV2AwoQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XTldgMKEBMD9PitA5X8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/T4rQOV/BMAceRtIEnsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HHkbSBJ7BMBOFM4RS3YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ThTOEUt2BMArD7hzkXEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Kw+4c5FxBMDNm8vC52wEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zZvLwudsBMB8qe8EUWgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fKnvBFFoBMB45LJA0WMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eOSyQNFjBMAkXgv3bV8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JF4L921fBMDnBZvwLlsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5wWb8C5bBMD2iz27H1cEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9os9ux9XBMDDD41OUlMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ww+NTlJTBMDQ9iNF5E8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0PYjReRPBMB5NUSpCU0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eTVEqQlNBMB5NUSpCU0EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eTVEqQlNBMAdQfH+dUsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HUHx/nVLBMAG57jUoUoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Bue41KFKBMB5eC4GvEoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eXguBrxKBMCaV6G8h0sEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mlehvIdLBMCSq5ar4EwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kquWq+BMBMDKQIWjvk4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ykCFo75OBMCVldNdJ1EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gwv9neezBMCaYxzwq7MEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mmMc8KuzBMDuIktxka4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7iJLcZGuBMCXIEMLe6kEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lyBDC3upBMBbK5AWaaQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WyuQFmmkBMBcb+j3W58EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XG/o91ufBMCR1SIjVJoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kdUiI1SaBMA46m8eUpUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OOpvHlKVBMC6SNKGVpAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ukjShlaQBMBUsGIVYosEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VLBiFWKLBMC48dSmdYYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uPHUpnWGBMBvzatFkoEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b82rRZKBBMBYk943uXwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WJPeN7l8BMCif4oS7HcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"on+KEux3BMAXeFDWLHMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F3hQ1ixzBMC+/FMZfm4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vvxTGX5uBMB2rGRI42kEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dqxkSONpBMDEPj8TYWUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xD4/E2FlBMD+RjMZ/mAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/kYzGf5gBMDGKQIcxFwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xikCHMRcBMCezVddwlgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ns1XXcJYBMCjBG06ElUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"moATlLzEBMCyT+owk78EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sk/qMJO/BMDWKKXzbLoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1iil82y6BMAGB8cYSrUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BgfHGEq1BMCvLUnkKrAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ry1J5CqwBMBl3lSjD6sEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Zd5Uow+rBMCxqbWt+KUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sam1rfilBMC3pPZn5qAEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t6T2Z+agBMBDsFlG2ZsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Q7BZRtmbBMAgdmvQ0ZYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IHZr0NGWBMCopnul0JEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qKZ7pdCRBMDtoNGC1owEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7aDRgtaMBMCbgUJM5IcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m4FCTOSHBMB64ykX+4IEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"euMpF/uCBMCrMdU6HH4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qzHVOhx+BMCZhHZnSXkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mYR2Z0l5BMDtI17IhHQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7SNeyIR0BMBrzqc40W8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VAU2DdsuBMAqo+kypC8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KqPpMqQvBMD5mCorszQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+ZgqK7M0BMCxAcGgvzkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sQHBoL85BMAFPUI9yT4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BT1CPck+BMAa7/aYz0MEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VAU2DdsuBMCs2usWZS8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rNrrFmUvBMD73rGRgzQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+96xkYM0BMBnley4nzkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z5XsuJ85BMBPVIw0uT4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"T1SMNLk+BMAa7/aYz0MEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"blr8Wf9wBMB6UgNYnHUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"elIDWJx1BMBCzRusH3oEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Qs0brB96BMDLA1U/f34EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ywNVP39+BMAq/jrPqYIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Kv46z6mCBMDfvnNffoYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"375zX36GBMDfvnNffoYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5jJy7Sm6BMBse4T7xrQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bHuE+8a0BMAagUz+ZK8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GoFM/mSvBMDWcMwRBKoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1nDMEQSqBMAvlntcpKQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8QOHUU62BMAC8xaejbYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AvMWno22BMCsWT8GDrYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rFk/Bg62BMBse4T7xrQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bHuE+8a0BMBse4T7xrQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bHuE+8a0BMBse4T7xrQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bHuE+8a0BMDzAiQU7rIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GBB/OpeHBMBOq5y3JosEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TquctyaLBMBOq5y3JosEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TquctyaLBMD2FmZjb40EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9hZmY2+NBMD2FmZjb40EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9hZmY2+NBMA1j1CoxI4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NY9QqMSOBMA1j1CoxI4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NY9QqMSOBMC2Cx7qUY8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tgse6lGPBMDQgrGrII8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0IKxqyCPBMAb1n4sSY4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wyxFDi5oBMC2LtcDv2MEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ti7XA79jBMCXuF1neV8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"l7hdZ3lfBMCJyujrbVsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"icro621bBMDCTpD68lcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wk6Q+vJXBMBZ91iBwVQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WfdYgcFUBMBZ91iBwVQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lyBDC3upBMBV0EnwQqQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VdBJ8EKkBMDKG121Dp8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yhtdtQ6fBMBhWmXp3pkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YVpl6d6ZBMBPp7pAtJQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"23G5LMydBMBXGOEiiZgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VxjhIomYBMBYMOw7SpMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WDDsO0qTBMBYbddZEI4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WG3XWRCOBMDJPJW/3IgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yTyVv9yIBMCoRw9TsYMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qEcPU7GDBMDuM9gkkX4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Zex+al15BMAdR7DLh3QEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HUewy4d0BMBd87AN1G8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XfOwDdRvBMADrdthWWsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A63bYVlrBMBmwnNFVmcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZsJzRVZnBMBmwnNFVmcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZsJzRVZnBMC4VSiWkGUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uFUolpBlBMC4VSiWkGUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uFUolpBlBMAM46CbpmQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DOOgm6ZkBMAM46CbpmQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DOOgm6ZkBMC9Oju9cWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vTo7vXFkBMC+B/B08GQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vgfwdPBkBMCXOIrd4GUEwA==\",\"dtype\":\"float64\",\"shape\":[2]}],\"ys\":[{\"__ndarray__\":\"ABdsEUXR8j8AF2wRRdHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j9Fvj6b4PfyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rb4+m+D38j/498P+BCDzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+PfD/gQg8z9S/Y3QwkfzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Uv2N0MJH8z+TAHAlM2zzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kwBwJTNs8z9mHJg86Y3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZhyYPOmN8z94frcVmK3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eH63FZit8z9xYrXV08vzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cWK11dPL8z/aWX7bEOnzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2ll+2xDp8z/95fvYnQX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/eX72J0F9D8wtDSadiH0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MLQ0mnYh9D8R/bAaojr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ef2wGqI69D/IhEQGc1H0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yIREBnNR9D/FZozVMmb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xWaM1TJm9D+K/pPsI3n0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iv6T7CN59D8kkL6Ze4r0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JJC+mXuK9D8asHAoZJr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GrBwKGSa9D/SviXQAan0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0r4l0AGp9D/1y15pcLb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9cteaXC29D/QYEoYxcL0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0GBKGMXC9D9NombSDs70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TaJm0g7O9D9sYQkiV9j0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bGEJIlfY9D+41J6doeH0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uNSenaHh9D/ta+sB6un0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7WvrAerp9D9r4tiQDvH0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a+LYkA7x9D+BwP8naPb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gcD/J2j29D+BwP8naPb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gcD/J2j29D9N9QqWHvj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TfUKlh749D9N9QqWHvj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TfUKlh749D9S9QHwGvn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UvUB8Br59D9wPk8MmPn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cD5PDJj59D9vprrc1vn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b6a63Nb59D/Ek5jd7vn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xJOY3e759D+B1dsC5vn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gdXbAub59D+gpTDgcPn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oKUw4HD59D+gpTDgcPn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oKUw4HD59D9IbUchvPn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SG1HIbz59D/RO5lc5vn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0TuZXOb59D8oCa6/9/n0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KAmuv/f59D8U6qKm+fn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FOqipvn59D8wIVCb9fn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MCFQm/X59D8wIVCb9fn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MCFQm/X59D9FJqLgAPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RSai4AD69D8862UWCPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"POtlFgj69D8F01udCvr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BdNbnQr69D/Xf1nNCfr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"139ZzQn69D/TovpDCPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"06L6Qwj69D8p7nG1Cfr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ke5xtQn69D9z8n4lDfr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"c/J+JQ369D+g5sCWD/r0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oObAlg/69D+VR1lZEPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lUdZWRD69D99rUO+D/r0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fa1Dvg/69D+2QVTaDvr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tkFU2g769D/bhMNhD/r0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"24TDYQ/69D9XRNX2EPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"V0TV9hD69D9Fp/UkEvr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Raf1JBL69D+zcPB7Evr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s3DwexL69D+Lxq8aEvr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i8avGhL69D+VGmmWEfr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lRpplhH69D+B++DZEfr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gfvg2RH69D9o6RC3Evr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aOkQtxL69D8x9FtgE/r0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MfRbYBP69D/iolSOE/r0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4qJUjhP69D9yGjZQE/r0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cho2UBP69D+c/VoAE/r0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nP1aABP69D/Jj/0nE/r0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yY/9JxP69D/UBU+sE/r0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1AVPrBP69D88UvoSFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PFL6EhT69D+SxXItFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ksVyLRT69D++t44EFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vreOBBT69D9nwqzSE/r0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z8Ks0hP69D9jjE3sE/r0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Y4xN7BP69D/L+xlAFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"y/sZQBT69D/yh4SBFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8oeEgRT69D9BxIKRFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QcSCkRT69D/8k891FPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/JPPdRT69D82rrxVFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Nq68VRT69D+6qE1nFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uqhNZxT69D+U94meFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lPeJnhT69D+wLbHJFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sC2xyRT69D+XJp/TFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lyaf0xT69D+30lXAFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t9JVwBT69D84zCarFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OMwmqxT69D/R66W3FPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0eultxT69D+sKTTdFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rCk03RT69D+JHXT6FPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iR10+hT69D9s17IAFfr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bNeyABX69D8TR+TyFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"E0fk8hT69D92Q4PkFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dkOD5BT69D+46qHtFPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uOqh7RT69D+37tkHFfr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t+7ZBxX69D/PJSUcFfr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zyUlHBX69D+IshIgFfr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iLISIBX69D85EuUVFfr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ORLlFRX69D/LgdcLFfr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"y4HXCxX69D+wEqESFfr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j8AF2wRRdHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j/zigAKnfXyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"84oACp318j8B/pOPyhvzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Af6Tj8ob8z+qQiTusEPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qkIk7rBD8z98CLM9YGrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fAizPWBq8z98KfbClo3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fCn2wpaN8z+uOoOR9q3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rjqDkfat8z9kPncDP8zzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZD53Az/M8z/sO7pXD+nzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7Du6Vw/p8z8e8yII3gT0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j8AF2wRRdHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j/kdRqSKPPyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5HUakijz8j83TmWp3RbzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N05lqd0W8z+MeZ8ujDzzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jHmfLow88z+KPmsdJmTzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ij5rHSZk8z9S64qW4onzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UuuKluKJ8z9fDQAP9KvzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xw0AD/Sr8z+I+2WyEMvzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iPtlshDL8z/lxDVyAujzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5cQ1cgLo8z83kvI4cwP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j8AF2wRRdHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j9J/lEyu/DyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Sf5RMrvw8j+9EfZ40xHzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vRH2eNMR8z/jBJlMzzTzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4wSZTM808z8XqHNQ5lnzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F6hzUOZZ8z/kpMzWHoHzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5KTM1h6B8z9MCkNoE6bzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j8AF2wRRdHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j9IDjxudO7yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SA48bnTu8j9QGBSdBg3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UBgUnQYN8z9kOO+OPC3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZDjvjjwt8z/2TF4jYU/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9kxeI2FP8z+KI0qSvXPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iiNKkr1z8z/oDn38cZrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6A59/HGa8z+7lUl8177zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u5VJfNe+8z81K6v+Hd/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NSur/h3f8z99i7LtD/zzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fYuy7Q/88z8RAC+fnRb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EQAvn50W9D+fU4uJiy/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n1OLiYsv9D/IBlBcakf0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yAZQXGpH9D8Dr9TUkF70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A6/U1JBe9D9kCGXUIXX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZAhl1CF19D//pwF4KYv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j8AF2wRRdHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j//CtLwYezyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/wrS8GHs8j9kIno9owjzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZCJ6PaMI8z9OouaGPybzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TqLmhj8m8z/gIcrcekXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4CHK3HpF8z/2+2nZp2bzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9vtp2adm8z9Qpvo9IIrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UKb6PSCK8z/QrT/QIrDzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0K0/0CKw8z8jdPD9PNTzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I3Tw/TzU8z8wnVXr9/PzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MJ1V6/fz8z//cK6SFBD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/3CukhQQ9D+w3V3/nin0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j8AF2wRRdHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j+uQn9xbevyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rkJ/cW3r8j9c61WqnQbzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XOtVqp0G8z/OE+U7BiPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zhPlOwYj8z9AjG+S5EDzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QIxvkuRA8z8Sflm9hWDzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"En5ZvYVg8z9aR9aZRoLzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j8AF2wRRdHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j+sEFDlrOnyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rBBQ5azp8j8GEaUv6gLzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BhGlL+oC8z+m2RooIh3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ptkaKCId8z9DQsEKhDjzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Q0LBCoQ48z/RKLGTTFXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Sixk0xV8z+BDVViynPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gQ1VYspz8z9/ufHdYJTzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"f7nx3WCU8z+rpNw/grfzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"q6TcP4K38z+rpNw/grfzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"q6TcP4K38z+16z+SLdfzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tes/ki3X8z9p3hUKVvnzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ad4VClb58z+aTvj4Sxf0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mk74+EsX9D9kq2lNejH0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZKtpTXox9D87UCBSCUn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O1AgUglJ9D/E0z1v6170Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j8AF2wRRdHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j+NKUqrHujyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jSlKqx7o8j+duJdYpP/yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nbiXWKT/8j/Eimoa8hfzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xIpqGvIX8z+ZoZ8dKzHzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"maGfHSsx8z9V96BVfEvzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VfegVXxL8z8BdHBIIGfzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AXRwSCBn8z9+KKPuY4TzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fiij7mOE8z+Hh1zDrKPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"h4dcw6yj8z8ZtzFsesXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GbcxbHrF8z++/krrTOrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vv5K60zq8z++/krrTOrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vv5K60zq8z8hnL71eQb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IZy+9XkG9D8wgjy2QiT0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MII8tkIk9D84LpHpOT70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j8AF2wRRdHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j+1EcdsvebyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tRHHbL3m8j/YbRJ5wPzyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2G0SecD88j/wSNIoYxPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8EjSKGMT8z9vZdlqvyrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b2XZar8q8z/0Vi/j9ULzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9FYv4/VC8z9XNvBjMFzzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VzbwYzBc8z/065+wpXbzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9OufsKV28z+7D5HXnpLzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uw+R156S8z9q4OPrfrDzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"auDj636w8z8RM6R4ytDzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ETOkeMrQ8z+0jQCYIPTzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tI0AmCD08z+0jQCYIPTzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tI0AmCD08z85YnnDNxD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OWJ5wzcQ9D85YnnDNxD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OWJ5wzcQ9D9IGhhC9Cn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SBoYQvQp9D9LJlYKi0T0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SyZWCotE9D8PVzqXrFv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D1c6l6xb9D+EBBNsVXD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hAQTbFVw9D9MsMuOjIP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TLDLjoyD9D9uKrV8zJX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"biq1fMyV9D9FWW1UY6f0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RVltVGOn9D/LY/OdVbj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j8AF2wRRdHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j8GSc6og+XyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BknOqIPl8j+35wcrMvryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t+cHKzL68j+GmnZOYA/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hpp2TmAP8z/1Qyk5ISXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j8AF2wRRdHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j9esWI8bOTyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XrFiPGzk8j9wHdrZ7ffyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cB3a2e338j9IUTTM1QvzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SFE0zNUL8z+YVopRMiDzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mFaKUTIg8z+DQD2rFDXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"g0A9qxQ18z+xJVMikkrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sSVTIpJK8z9CilZmxWDzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QopWZsVg8z8q57+W0HfzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Kue/ltB38z9ZOgto4I/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WToLaOCP8z/OVkHoMKnzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zlZB6DCp8z+D+rJOFcTzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"g/qyThXE8z9rRCD5A+HzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a0Qg+QPh8z9InbFypgD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SJ2xcqYA9D9InbFypgD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SJ2xcqYA9D94AIojsB30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eACKI7Ad9D94AIojsB30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eACKI7Ad9D/MdHk4eTf0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zHR5OHk39D/MdHk4eTf0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zHR5OHk39D/IsnLi2k70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yLJy4tpO9D8dbUVTE2f0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HW1FUxNn9D+pFB3xvnv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qRQd8b579D90WUX4BI70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j8AF2wRRdHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j/zU0iUcuPyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"81NIlHLj8j/gbXdH6fXyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4G13R+n18j9HvWM6sgjzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R71jOrII8z9f1QUe2BvzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"X9UFHtgb8z/NfWq0Zy/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zX1qtGcv8z8Fb/lqcEPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BW/5anBD8z+LM6cpBVjzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"izOnKQVY8z+as5CNPW3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mrOQjT1t8z8SCUekN4PzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EglHpDeD8z8vWZ6aGprzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"L1memhqa8z+rq5L3GrLzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"q6uS9xqy8z+9XItbgcvzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j8AF2wRRdHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j/IP0q2kuLyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yD9KtpLi8j9C8R+cG/TyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QvEfnBv08j8qIZ655gXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KiGeueYF8z+T1Pcv/BfzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k9T3L/wX8z/M39aHZSrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zN/Wh2Uq8z/uuJsYLj3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7ribGC498z/6/nyFY1DzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j8AF2wRRdHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABdsEUXR8j9Udkc5yeHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VHZHOcnh8j97FjVPffLyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"exY1T33y8j/7VVm5ZgPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+1VZuWYD8z9ukd+4ixTzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bpHfuIsU8z85LN6K8yXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9t6cyMuD9z/23pzIy4P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9t6cyMuD9z/23pzIy4P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9t6cyMuD9z9UtSjfNXf3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VLUo3zV39z9T81TGYmr3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U/NUxmJq9z8uuACKT133Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LrgAik9d9z8MUUvr+E/3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DFFL6/hP9z9qRixVW0L3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"akYsVVtC9z9cGLPOcjT3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XBizznI09z/Q/ubrOib3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0P7m6zom9z+jUpy7rhf3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"o1Kcu64X9z8ueaeryAj3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Lnmnq8gI9z9qhDRkgvn2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aoQ0ZIL59j+Tg2Wi1On2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k4NlotTp9j/U0YUIt9n2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1NGFCLfZ9j/U7z/gH8n2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1O8/4B/J9j9wqAS5A7j2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cKgEuQO49j//D8/0VKb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/w/P9FSm9j/Ra0ctA5T2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0WtHLQOU9j9YmzNJ+oD2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WJszSfqA9j+Uld87IW32Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lJXfOyFt9j9QbfkhWFj2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UG35IVhY9j+zTOtddUL2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s0zrXXVC9j9hWXkAQSv2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YVl5AEEr9j8avw54bRL2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gr8OeG0S9j9STHQYi/f1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ukx0GIv39T+b6jaO89n1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m+o2jvPZ9T9yTLT1tLj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cky09bS49T9yTLT1tLj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cky09bS49T81mMTSL6D1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NZjE0i+g9T81mMTSL6D1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NZjE0i+g9T/WC9n3/on1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1gvZ9/6J9T8/3cU+nXL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"P93FPp1y9T+lNCEJOV/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pTQhCTlf9T8cakN8kU71Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HGpDfJFO9T8rx+ljbT/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K8fpY20/9T8srPMbVzH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LKzzG1cx9T9UOk4eJCT1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VDpOHiQk9T8E4Cbx3Rf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BOAm8d0X9T/J5jwZ4gz1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yeY8GeIM9T8XgTZe2AP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F4E2XtgD9T8XgTZe2AP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F4E2XtgD9T+ia1R+tP70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"omtUfrT+9D+ia1R+tP70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZPwRQtlY9z9k/BFC2Vj3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZPwRQtlY9z9k/BFC2Vj3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZPwRQtlY9z+QuWJnj0z3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kLliZ49M9z/b92THCED3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2/dkxwhA9z9xHXxWQjP3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cR18VkIz9z+3stK4OCb3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0hmHu+Yt9z/SGYe75i33Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0hmHu+Yt9z/SGYe75i33Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0hmHu+Yt9z+4EwDJ8CH3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uBMAyfAh9z/V5JquvhX3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1eSarr4V9z+z2xJMTQn3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s9sSTE0J9z+qJ2krmfz2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qidpK5n89j84z6dynu/2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OM+ncp7v9j9hkWrTWOL2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YZFq01ji9j8XtwZ2w9T2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F7cGdsPU9j+kGV3c2Mb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pBld3NjG9j9wadW+krj2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cGnVvpK49j9fFT/i6an2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XxU/4ump9j8uRynk1Zr2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Lkcp5NWa9j+p1trvTIv2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qdba70yL9j/pDUxQQ3v2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6Q1MUEN79j9M6TDpqmr2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TOkw6apq9j9MLE+Gcln2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TCxPhnJZ9j9XPSK2hEf2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vz0itoRH9j+nooUpxjT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p6KFKcY09j+sF1Y9EyH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rBdWPRMh9j+TUw3sOwz2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k1MN7DsM9j9GZ5j5/PX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RmeY+fz19T+E6fGZ8931Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hOnxmfPd9T+KssABhsP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"irLAAYbD9T/xFOsduaX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8RTrHbml9T/xFOsduaX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8RTrHbml9T/8q5702431Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/Kue9NuN9T/8q5702431Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/Kue9NuN9T+b9U9wtHj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m/VPcLR49T+b9U9wtHj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QDf8NPQC9z9AN/w09AL3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QDf8NPQC9z9AN/w09AL3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QDf8NPQC9z+fP0gkW/f2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nz9IJFv39j+s85fKhuv2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rPOXyobr9j9MZsP0c9/2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TGbD9HPf9j/4kDwUH9P2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+JA8FB/T9j89ZTYvhMb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PWU2L4TG9j//zfnOnrn2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/835zp659j9eWqDmaaz2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xlqg5mms9j8vurax3572Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"L7q2sd+e9j8Pw1SN+ZD2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D8NUjfmQ9j/Py9vIr4L2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z8vbyK+C9j+RLWNk+XP2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kS1jZPlz9j9XWuKty2T2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"V1rirctk9j+m3bfFGVX2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rlRxrgHY9j+uVHGuAdj2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rlRxrgHY9j+uVHGuAdj2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rlRxrgHY9j/FDyTkz8z2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xQ8k5M/M9j+eqv/5Y8H2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nqr/+WPB9j8zjOivurX2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M4zor7q19j/wQdBl0Kn2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8EHQZdCp9j+s9LsIoZ32Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rPS7CKGd9j/mcib+J5H2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5nIm/ieR9j+hBQMIYIT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oQUDCGCE9j/ed7YeQ3f2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3ne2HkN39j8S1b9Jymn2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EtW/Scpp9j+PqvFg7Vv2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j6rxYO1b9j9/poq4ok32Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"f6aKuKJN9j/zrNO23j72Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"86zTtt4+9j8BDNA5ky/2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AQzQOZMv9j/3QVO2rh/2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"90FTtq4f9j+WuBL9Gg/2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lrgS/RoP9j8nYSAqu/31Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J2EgKrv99T9XpAJoaOv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"V6QCaGjr9T+XzPd77Nf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"l8z3e+zX9T/0waaN98L1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9MGmjffC9T9zv3fPC6z1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"c793zwus9T+IQD9KUZL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iEA/SlGS9T+IQD9KUZL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iEA/SlGS9T/I/js3PXr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yP47Nz169T/I/js3PXr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yP47Nz169T8ycnurJ2b1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MnJ7qydm9T8ycnurJ2b1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MnJ7qydm9T+tFMnunlT1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rRTJ7p5U9T+tFMnunlT1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rRTJ7p5U9T8uNtVzH0X1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HHLmJw+t9j8ccuYnD632Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HHLmJw+t9j8ccuYnD632Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HHLmJw+t9j8LYvO/UKL2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"C2Lzv1Ci9j9ID+nIWZf2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SA/pyFmX9j+a+IL5Joz2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mviC+SaM9j+WAsOitID2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lgLDorSA9j+5KHed/nT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uSh3nf509j+tzbYzAGn2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rc22MwBp9j+ASlb/s1z2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gEpW/7Nc9j9ilhrAE1D2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+azQGipX9j/5rNAaKlf2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+azQGipX9j/5rNAaKlf2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+azQGipX9j8JojB7f032Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CaIwe39N9j9qprLloEP2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aqay5aBD9j8hOIsfizn2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ITiLH4s59j/6sSeJOi/2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+rEniTov9j+14BIBqyT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"teASAask9j8YGTG/1xn2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GBkxv9cZ9j8iybk0uw72Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ism5NLsO9j8ku6vbTgP2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JLur204D9j91VD70ivf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dVQ+9Ir39T+drOgsZuv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nazoLGbr9T8Tlq0Z1d71Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"E5atGdXe9T9eMfpsydH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XjH6bMnR9T9HJurTMMT1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rybq0zDE9T9nDSwg87X1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Zw0sIPO19T+efEMy76b1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nnxDMu+m9T9eOtVs9Zb1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XjrVbPWW9T+y1iHxvIX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"stYh8byF9T8qtxjaynL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KrcY2spy9T9HEZDfL131Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RxGQ3y9d9T9HEZDfL131Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RxGQ3y9d9T91k/tuNEn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dZP7bjRJ9T91k/tuNEn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dZP7bjRJ9T8CUMILKDr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AlDCCyg69T8CUMILKDr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AlDCCyg69T9aaKp/ZS31Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Wmiqf2Ut9T9aaKp/ZS31Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Wmiqf2Ut9T+W4SAiTSL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"luEgIk0i9T9HUlT9ehf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z8pFlDcs9j9nykWUNyz2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z8pFlDcs9j9nykWUNyz2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z8pFlDcs9j9U2I0LMyP2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VNiNCzMj9j98X3rg/Rn2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fF964P0Z9j9HX0XylBD2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R19F8pQQ9j9pL4yx9Ab2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aS+MsfQG9j9kZtwcGf31Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZGbcHBn99T8aX9WR/fL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gl/Vkf3y9T+XoMCUnOj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"l6DAlJzo9T+Gazeo7931Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hms3qO/d9T+FSUcI79L1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1ee6DUUB9j/V57oNRQH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1ee6DUUB9j+4cVl7/vj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uHFZe/749T8mYf9di/D1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JmH/XYvw9T/GcxzW6Of1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xnMc1ujn9T8Jc/yPE9/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CXP8jxPf9T9CGym0B9b1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QhsptAfW9T9xSufdwMz1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QwUwh1LW9T9DBTCHUtb1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QwUwh1LW9T+PZsW65s71Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j2bFuubO9T+wS/qFU8f1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sEv6hVPH9T80WF5Llr/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NFheS5a/9T9s31wYrLf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bN9cGKy39T9Zn0xwka/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WZ9McJGv9T/eDYVUQqf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3g2FVEKn9T/cPl0Kup71Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3D5dCrqe9T9+GQvH8pX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fhkLx/KV9T+SUleT5Yz1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"klJXk+WM9T+CDgnLiYP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gg4Jy4mD9T8lKDdM1Hn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JSg3TNR59T8tO0Jutm/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LTtCbrZv9T/ejr86HGX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3o6/Ohxl9T84aIQy6Vn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OGiEMulZ9T9j8tB08U31Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Y/LQdPFN9T//c8M76kD1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/3PDO+pA9T/NWs85PTL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zVrPOT0y9T+ilK7hQiD1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"opSu4UIg9T+ilK7hQiD1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"opSu4UIg9T8cI9Mdbxj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HCPTHW8Y9T8cI9Mdbxj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H0Aaem2A9T8fQBp6bYD1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H0Aaem2A9T/xqsQbKXv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8arEGyl79T+gjNL+ynX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oIzS/sp19T9hnN50UXD1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YZzedFFw9T9Hpl2kumr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R6ZdpLpq9T/znSJUBGX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"850iVARl9T/kmoj6K1/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5JqI+itf9T+OJP+ALln1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jiT/gC5Z9T/wjwk3CFP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8I8JNwhT9T8BvZ+BtEz1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ab2fgbRM9T/RnMSYLUb1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0ZzEmC1G9T9ngW3uaz/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z4Ft7ms/9T/WcCZkZTj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1nAmZGU49T+C6rWaCzH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"guq1mgsx9T/+Eo2xSCn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/hKNsUgp9T87lx2U+CD1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O5cdlPgg9T8UzuDE0xf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+3oEbYgq9T/7egRtiCr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+3oEbYgq9T9aFkv4Rij1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WhZL+EYo9T+Q1vsH/SX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kNb7B/0l9T+Gqo1EqiP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hqqNRKoj9T/0IyA8TiH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9CMgPE4h9T9KLO5a6B71Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SizuWuge9T8X+nLydxz1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F/py8ncc9T/pehtB/Bn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6XobQfwZ9T+l9KiFdBf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pfSohXQX9T+fSx2/3xT1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n0sdv98U9T9wBkyCPBL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cAZMgjwS9T9Z/yv2iA/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Wf8r9ogP9T8CgSPSwgz1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AoEj0sIM9T88nQ8e5wn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PJ0PHucJ9T8oOvv/8Ab1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KDr7//AG9T/yflHA1wP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aZh55pX/9D9pmHnmlf/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aZh55pX/9D9Jz1K5Tf/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Sc9SuU3/9D+ocMnOBP/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qHDJzgT/9D/bndIhu/70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"253SIbv+9D8QwwytcP70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EMMMrXD+9D+KAXdqJf70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"igF3aiX+9D+suyNT2f30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rLsjU9n99D9gYWpfjP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YGFqX4z99D8tKGiGPv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"17XuX6PU9D/Xte5fo9T0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"17XuX6PU9D8nIP1Kwdb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JyD9SsHW9D/lD0l14dj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5Q9JdeHY9D+I7t60A9v0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iO7etAPb9D9Y9MfkJ930Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WPTH5Cfd9D+iyevuTd/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"osnr7k3f9D9eFY6odeH0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XhWOqHXh9D800h/GnuP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NNIfxp7j9D+bsmPuyOX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m7Jj7sjl9D+p3/648+f0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RdNj2bCp9D9F02PZsKn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RdNj2bCp9D9DbBCiva70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Q2wQor2u9D89A+v0w7P0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PQPr9MOz9D/dczv0wrj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3XM79MK49D/7dNLDub30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IQ5OzMtT9D8hDk7My1P0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IQ5OzMtT9D80/uQly2D0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NP7kJctg9D9ttd0dVm30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bbXdHVZt9D8xQ0jJb3n0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MUNIyW959D/n+DfBGoX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5/g3wRqF9D9WK3EJWZD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VitxCVmQ9D9GhFAOLJv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RoRQDiyb9D9qd9jOlKX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"anfYzpSl9D9g1b7Rk6/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/kg4v+b98z/+SDi/5v3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/kg4v+b98z8VbRbCzxX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FW0Wws8V9D+a6Zyc7iv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mumcnO4r9D9QCLZockD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UAi2aHJA9D+IbGnYhVP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iGxp2IVT9D8lAWFDTGX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZH+VrKjS8j9kf5WsqNLyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZH+VrKjS8j9JRMUDpNjyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SUTFA6TY8j9JRMUDpNjyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SUTFA6TY8j8YuLcOjN/yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GLi3Dozf8j8YuLcOjN/yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GLi3Dozf8j+S+faXN/zyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kvn2lzf88j/OGZoQQRrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zhmaEEEa8z8cW8cb6znzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kvn2lzf88j+sxHPbTgzzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rMRz204M8z/p45pYlxzzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6eOaWJcc8z88w4TiFi3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PMOE4hYt8z+R/5001D3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kf+dNNQ98z8dCBIl107zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HQgSJddO8z9quM0BKWDzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"arjNASlg8z+cWCTl1HHzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nFgk5dRx8z82YhxE6IPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NmIcROiD8z8p8Hi1c5bzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KfB4tXOW8z+MdrgGjKnzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jHa4Boyp8z9G2RDpS73zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RtkQ6Uu98z/AnjCJ1tHzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wJ4widbR8z+8QMPHW+fzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vEDDx1vn8z9x9l10H/7zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cfZddB/+8z9a5oSghhb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WuaEoIYW9D+VhmbUMDH0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lYZm1DAx9D/66IwDKk/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+uiMAypP9D/66IwDKk/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+uiMAypP9D9EpdjvqGb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RKXY76hm9D9EpdjvqGb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RKXY76hm9D+EVWFpanv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hFVhaWp79D+EVWFpanv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hFVhaWp79D/t5zke6I30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7ec5HuiN9D+7MReS5qD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uzEXkuag9D/dRft3UrD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3UX7d1Kw9D+eanUMw730Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tr4MpRxS8z/D0UfmMGHzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"w9FH5jBh8z+CU3dGeHDzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"glN3Rnhw8z/qZ9ZY+X/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6mfWWPl/8z8qQ8Tnu4/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KkPE57uP8z+KU1c6yZ/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ilNXOsmf8z9ZWyx8LLDzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WVssfCyw8z/gQklv88DzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4EJJb/PA8z/GTuhOL9LzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xk7oTi/S8z+Uu0cY9uPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lLtHGPbj8z+s8M2/ZPbzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rPDNv2T28z8wJ8WTogn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MCfFk6IJ9D+SviBD5x30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kr4gQ+cd9D8IM+gNhjP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CDPoDYYz9D8EVwy6BEv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BFcMugRL9D8bOIMfUGX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GziDH1Bl9D8bOIMfUGX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GziDH1Bl9D/vth/Xz3z0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"77Yf18989D/vth/Xz3z0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"77Yf18989D9vkpNvU5D0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b5KTb1OQ9D9vkpNvU5D0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b5KTb1OQ9D9SUagjVqH0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UlGoI1ah9D9SUagjVqH0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UlGoI1ah9D/OGQnlarD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zhkJ5Wqw9D8178vLIb/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2oMisgGo8z9TJ1GrxrXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UydRq8a18z/waKKxvsPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8Giisb7D8z82Af0M8dHzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NgH9DPHR8z9HjsN/ZuDzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R47Df2bg8z/jj/a9Ke/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"44/2vSnv8z+H8tcfSP7zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"h/LXH0j+8z+nrwqe0g30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p68KntIN9D/JshZR3x30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ybIWUd8d9D9AtQj9iy70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QLUI/Ysu9D+q+7mGAkD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qvu5hgJA9D9niIz+gFL0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z4iM/oBS9D9durOGamb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xbqzhmpm9D+sqz6Rb3z0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rKs+kW989D+qsCluApb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qrApbgKW9D+qsCluApb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qrApbgKW9D980qxzhaf0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fNKsc4Wn9D980qxzhaf0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fNKsc4Wn9D8KyaRYmLb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CsmkWJi29D8KyaRYmLb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bGatOPTS8z/AWuUo6d/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wFrlKOnf8z/AzlbKD+3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wM5Wyg/t8z+wN5Ocb/rzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sDeTnG/68z+8gePAEQj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vIHjwBEI9D8Kv3uKARb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Cr97igEW9D/re+hQTST0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"63voUE0k9D8qqQiqBzP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KqkIqgcz9D/4gex0SUL0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+IHsdElC9D8MQpFaNVL0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/kg4v+b98z9tbg455wn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bW4OOecJ9D8w0JyzFhb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MNCcsxYW9D9gviK3fCL0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YL4it3wi9D/Sjq2NIi/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jyvDRdko9D9Xh/KqtjP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"V4fyqrYz9D/me1aPvj70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5ntWj74+9D/GuLMx+En0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xrizMfhJ9D+7pCafbFX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u6Qmn2xV9D/GE0dnJ2H0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xhNHZydh9D8eHwW7N230Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Hh8Fuzdt9D/JT1dLsnn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yU9XS7J59D+82uKctIb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vNrinLSG9D+6Xq6Ea5T0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ul6uhGuU9D9mycqXIaP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZsnKlyGj9D+JdkNCZrP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iXZDQmaz9D/Yd/hwosb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2Hf4cKLG9D/Yd/hwosb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2Hf4cKLG9D8kUo9/D9L0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JFKPfw/S9D8kUo9/D9L0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JFKPfw/S9D8CWOkVL9v0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AljpFS/b9D8CWOkVL9v0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AljpFS/b9D/1mCFsB+P0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9ZghbAfj9D/1mCFsB+P0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s/DYUr5+9D/LxpQXi4b0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"y8aUF4uG9D9cTpvhcY70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XE6b4XGO9D8V+Arid5b0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FfgK4neW9D+zZhedo570Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s2YXnaOe9D+PgTG6/ab0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j4Exuv2m9D9HoSn9ka/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R6Ep/ZGv9D8gKMMecbj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ICjDHnG49D8scM7HtMH0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LHDOx7TB9D9RPqE2iMv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UT6hNojL9D+iUs5SQdb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"olLOUkHW9D+dF2+u0OL0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nRdvrtDi9D+dF2+u0OL0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"17XuX6PU9D9CllrNoNf0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QpZazaDX9D+k6ICroNr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pOiAq6Da9D801G8BpN30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NNRvAaTd9D8txpY2rOD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LcaWNqzg9D++ToT+uuP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vk6E/rrj9D+eMTmN0ub0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"njE5jdLm9D+NCKAr9un0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jQigK/bp9D81pTYXK+30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aZh55pX/9D/CQnq7Ff/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wkJ6uxX/9D83tKCdlv70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N7SgnZb+9D9U8AaHGP70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VPAGhxj+9D8YLYBxm/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GC2AcZv99D8cH1pWH/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HB9aVh/99D9hM54tpPz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YTOeLaT89D8Ypn3uKfz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+3oEbYgq9T9wskNFeSX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cLJDRXkl9T/UIIi9jCD1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1CCIvYwg9T+Z+1NUwxv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mftTVMMb9T8n+vURHhf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H0Aaem2A9T/qxzXJNm71Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6sc1yTZu9T8WhlRvmF31Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FoZUb5hd9T9LnHRjbE71Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"S5x0Y2xO9T9eIpvBkkD1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"emgFf9mH9z96MPDFEWz3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ejDwxRFs9z/jg7PTKE/3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"44Oz0yhP9z/XH7Qd/TD3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1x+0Hf0w9z8sX08paBH3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LF9PKWgR9z/4agvPPvD2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+GoLzz7w9j8OIppaVM32Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DiKaWlTN9j8QKiDmg6j2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ECog5oOo9j84YFXrkYT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OGBV65GE9j/UTRuh5WH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1E0boeVh9j9WvgMPAED2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vr4DDwBA9j+b8BphRx72Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m/AaYUce9j/jYaC/3fv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"42Ggv9379T9DBTCHUtb1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QwUwh1LW9T9DBTCHUtb1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QwUwh1LW9T91GtQjrbr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dRrUI6269T9qdimMoaH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"anYpjKGh9T/D3mdegon1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"w95nXoKJ9T+ExWdCVnL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lvWT5Umi9z+0Manwv573Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tDGp8L+e9z+Pdd7mI4L3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j3Xe5iOC9z9u0JdMY2T3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"btCXTGNk9z/pnKc4XkX3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6ZynOF5F9z9kleiu8CT3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZJXorvAk9z9AN/w09AL3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lvWT5Umi9z+iBXypuJf3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ogV8qbiX9z8N5PvW7Hj3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DeT71ux49z9k/BFC2Vj3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZPwRQtlY9z8FTvuQXTf3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BU77kF039z/W+JEfqS73Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lvWT5Umi9z8khV/azZ33Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JIVf2s2d9z/23pzIy4P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9t6cyMuD9z8CGF1r0Gj3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ahhda9Bo9z/Jg48uwEz3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yYOPLsBM9z82O7eZei/3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Nju3mXov9z8TdA2O2RD3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"E3QNjtkQ9z+McWpQsfD2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jHFqULHw9j/et1PG0c72Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3rdTxtHO9j+7LfS/DKv2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lvWT5Umi9z8jJZ/o2Zz3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IyWf6Nmc9z/23pzIy4P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9t6cyMuD9z/ITy+g1Gn3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yE8voNRp9z+aT3n62k73Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mk95+tpO9z+jrQbHwDL3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"o60Gx8Ay9z8EOMBaYhX3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lvWT5Umi9z9p/SAcEZv3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"af0gHBGb9z/23pzIy4P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9t6cyMuD9z/1V56xu2v3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9Veesbtr9z+RDCHfy1L3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kQwh38tS9z8yoRBR4zj3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MqEQUeM49z95oi5D5B33Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eaIuQ+Qd9z9T9q7FqgH3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U/auxaoB9z/vzGCiC+T2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"78xgogvk9j+3z0lF08T2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t89JRdPE9j+InRP2xaP2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iJ0T9sWj9j/v2kvspID2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"79pL7KSA9j/wgHSEQFv2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8IB0hEBb9j/1B0h3CDT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9QdIdwg09j+hp+xWuRD2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oafsVrkQ9j/tXSGeOPH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7V0hnjjx9T+KnDM409T1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ipwzONPU9T97UEcZw7r1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"e1BHGcO69T/o9ppxbaL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lvWT5Umi9z+xBlEZcZn3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sQZRGXGZ9z/23pzIy4P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9t6cyMuD9z8U24Brdm33Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FNuAa3Zt9z/tK3oJYFb3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7St6CWBW9z8ZWdSLdD73Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GVnUi3Q+9z8Obd/smyX3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Dm3f7Jsl9z8T2KVQuQv3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"E9ilULkL9z9ipaGjqfD2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YqWho6nw9j8BL7zmQdT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AS+85kHU9j+2MvNgTbb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tjLzYE229j+ozr+IjJb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qM6/iIyW9j9kMzA/tnT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZDMwP7Z09j/WqMyyg1D2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1qjMsoNQ9j8gu11G2in2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ILtdRtop9j+bfLAJTAb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m3ywCUwG9j/140lO1+b1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9eNJTtfm9T8YvTtK0cr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8nSmrfeX9z/23pzIy4P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9t6cyMuD9z9ybHTkBm/3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cmx05AZv9z+BZT9cm1n3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gWU/XJtZ9z+Yx4s3eUP3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mMeLN3lD9z90JP+JjSz3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dCT/iY0s9z+wXsKpwRT3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sF7CqcEU9z8C3cIo+vv2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"At3CKPr79j+hftGXFeL2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oX7RlxXi9j/DK2iC6sb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wytogurG9j+ciStMRar2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nIkrTEWq9j84psiz5Yv2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OKbIs+WL9j/T0o0tfWv2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"09KNLX1r9j/Q5+tgtEj2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0OfrYLRI9j81Df5sRiP2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NQ3+bEYj9j8w6jyHHv/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9pz8MQOW9z/23pzIy4P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9t6cyMuD9z8vY2auF3H3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"L2Nmrhdx9z+HZpQZ3V33Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"h2aUGd1d9z/2rnu7EEr3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9q57uxBK9z++z1xmpTX3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vs9cZqU19z/6MpuZiyD3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+jKbmYsg9z+uHdfisAr3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rh3X4rAK9z8spAkN//P2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LKQJDf/z9j9k6UYOW9z2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZOlGDlvc9j+KSoeIo8P2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ikqHiKPD9j+LfvSDrqn2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i370g66p9j+Upqe1Ro72Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lKantUaO9j92S3e0J3H2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dkt3tCdx9j8q0YMj+lH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KtGDI/pR9j/tSkfzUzD2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7UpH81Mw9j/W4bBlzAv2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1uGwZcwL9j/W4bBlzAv2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4C7AglOU9z/23pzIy4P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9t6cyMuD9z/4wfVf3XL3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+MH1X91y9z91t0UzgWH3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dbdFM4Fh9z8sF100r0/3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LBddNK9P9z88r2wjXj33Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PK9sI1499z+u4pFRgyr3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ruKRUYMq9z+FdUhHEhf3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hXVIRxIX9z/lFxlS/AL3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5RcZUvwC9z/qCsLtL+72Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6grC7S/u9j8WndPxl9j2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Fp3T8ZfY9j+6ryB3GsL2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uq8gdxrC9j8cXIFXl6r2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HFyBV5eq9j9CEarX5ZH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QhGq1+WR9j+ZrEBP0Xf2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"maxAT9F39j9f9FkDFVz2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"X/RZAxVc9j+NeebAVT72Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jXnmwFU+9j/PbRMzHB72Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z20TMxwe9j95j9pv3vr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eY/ab9769T95j9pv3vr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eY/ab9769T+4B+ixI971Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uAfosSPe9T9StrkMGr/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ura5DBq/9T+STzOPJ6T1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kk8zjyek9T/TwjJI5Yz1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"08IySOWM9T+GzNIAN3j1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hszSADd49T+3rKqsJ2X1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t6yqrCdl9T9xpA3vNVP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lvWT5Umi9z+w/edpn6H3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sP3naZ+h9z8FyQUL3pL3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BckFC96S9z/23pzIy4P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9t6cyMuD9z/CIdr4Y3T3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wiHa+GN09z9BxQdooWT3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QcUHaKFk9z9r8IZBflT3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a/CGQX5U9z8b0f/v80P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"G9H/7/ND9z+TXjzw+jL3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k1488Poy9z9ALqeqiiH3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QC6nqooh9z8qXV4ymQ/3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Kl1eMpkP9z/gkiPwGv32Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4JIj8Br99j/hBOs9Aur2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4QTrPQLq9j+AhPrUPtb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gIT61D7W9j+AJp8KvcH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gCafCr3B9j920ILBZKz2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dtCCwWSs9j90n2/kF5b2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dJ9v5BeW9j/BEOhNsH72Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wRDoTbB+9j9kV/dx/GX2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZFf3cfxl9j9Vm4xJukv2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VZuMSbpL9j/v1gmdkC/2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"79YJnZAv9j+YoSMaBRH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SAIpcCKf9z+dBXRsmZH3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nQV0bJmR9z/23pzIy4P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9t6cyMuD9z9qDFT/tXX3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"agxU/7V19z+8dK0wVGf3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vHStMFRn9z9K+mgPolj3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SvpoD6JY9z9Z0LLQmkn3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WdCy0JpJ9z8tmykWOTr3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LZspFjk69z/e/XzNdir3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3v18zXYq9z96vkIOTRr3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"er5CDk0a9z+LeZf1swn3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i3mX9bMJ9z/Lf/hrovj2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"y3/4a6L49j8jWQLUDef2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I1kC1A3n9j98cNa36dT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fHDWt+nU9j99OOQ/J8L2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fTjkPyfC9j+KxEaFtK72Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"isRGhbSu9j/cJ+Cee5r2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3Cfgnnua9j/6BTQ8YYX2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GBF7+QIQ8z9+q6BVbBLzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fqugVWwS8z+6UuqsDCLzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ulLqrAwi8z9Sdgqp2zHzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UnYKqdsx8z/sy8PU3kHzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7MvD1N5B8z+2vgylHFLzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/AgaFoZr8z+7gh3MCG3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u4IdzAht8z92itySeXvzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dorcknl78z+WYuSrGYrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lmLkqxmK8z/4/+FF75jzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+P/hRe+Y8z/agyKyAajzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2oMisgGo8z+f0dxWNL7zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n9HcVjS+8z+aIIX5jtXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"miCF+Y7V8z+8dc/5Y+7zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vHXP+WPu8z825eUkLgn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NuXlJC4J9D8o/a8+rCb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KP2vPqwm9D8o/a8+rCb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZgM4LDeH9T8fQBp6bYD1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H0Aaem2A9T8MOya3eHn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DDsmt3h59T/bILHWVHL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2yCx1lRy9T+jv3H7/Gr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7f+tjpOf8z815S7OHr/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NeUuzh6/8z/TFp1h/97zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0xadYf/e8z/+SDi/5v3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/kg4v+b98z/+SDi/5v3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/kg4v+b98z/+SDi/5v3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/kg4v+b98z8306dbHBn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/kg4v+b98z98Tf6SQR30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fE3+kkEd9D98Tf6SQR30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fE3+kkEd9D9d68onOjj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XevKJzo49D9d68onOjj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XevKJzo49D+Kx9eYP1D0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"isfXmD9Q9D+Kx9eYP1D0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"isfXmD9Q9D/Jpwv59GX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yacL+fRl9D+1ammOUHz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tWppjlB89D/hbw74Ko/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+FslPRZi9j/ggAoL4En2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4IAKC+BJ9j+1DbTtCzD2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tQ207Qsw9j+ES5nwMxT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hEuZ8DMU9j9AVB6t2ff1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QFQerdn39T9DBTCHUtb1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QwUwh1LW9T9DBTCHUtb1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z8pFlDcs9j9kzskOBiD2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZM7JDgYg9j+uRG1QdhP2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rkRtUHYT9j/DniJifgb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"w54iYn4G9j85DjgVEvn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cJ+kV3S29T+xIqUAYKv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sSKlAGCr9T8Ov8qz3J/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Dr/Ks9yf9T9UDKWC2JP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VAylgtiT9T/XUUUDO4f1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"11FFAzuH9T/9CEuU4Xn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/QhLlOF59T8Jt2bUl2v1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UzSwcW7A9T93vQwRKK31Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d70MESit9T8xoxx1F5j1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MaMcdReY9T8fQBp6bYD1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H0Aaem2A9T8SeY+Ch2T1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EnmPgodk9T8SeY+Ch2T1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EnmPgodk9T+xP/RrtFL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sT/0a7RS9T+xP/RrtFL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sT/0a7RS9T8qXkuEEkP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Kl5LhBJD9T8qXkuEEkP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Kl5LhBJD9T9Wv/zxXDX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vr/88Vw19T/oYOOSxSf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6GDjksUn9T8Rfs6tWx31Pw==\",\"dtype\":\"float64\",\"shape\":[2]}]},\"selected\":{\"id\":\"1797\"},\"selection_policy\":{\"id\":\"1798\"}},\"id\":\"1559\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1594\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1747\",\"type\":\"NormalHead\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"1539\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"1797\",\"type\":\"Selection\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1564\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1594\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.552686215881267},\"x_start\":{\"value\":-2.551539772830235},\"y_end\":{\"value\":1.1886684773381329},\"y_start\":{\"value\":1.186083000268338}},\"id\":\"1595\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1747\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5693855722005408},\"x_start\":{\"value\":-2.5690601125269223},\"y_end\":{\"value\":1.2666596186078012},\"y_start\":{\"value\":1.263727336349539}},\"id\":\"1748\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1570\",\"type\":\"NormalHead\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"field\":\"line_width\"},\"xs\":{\"field\":\"xs\"},\"ys\":{\"field\":\"ys\"}},\"id\":\"1561\",\"type\":\"MultiLine\"},{\"attributes\":{},\"id\":\"1798\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"end\":{\"id\":\"1597\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.563049409446325},\"x_start\":{\"value\":-2.56199327966324},\"y_end\":{\"value\":1.2257162636128998},\"y_start\":{\"value\":1.2226261200154538}},\"id\":\"1598\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1750\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5456307652422723},\"x_start\":{\"value\":-2.5466182780720135},\"y_end\":{\"value\":1.3833312360609744},\"y_start\":{\"value\":1.386730125931405}},\"id\":\"1751\",\"type\":\"Arrow\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1533\"},{\"id\":\"1534\"},{\"id\":\"1535\"},{\"id\":\"1536\"},{\"id\":\"1537\"},{\"id\":\"1538\"}]},\"id\":\"1540\",\"type\":\"Toolbar\"},{\"attributes\":{\"axis\":{\"id\":\"1525\"},\"ticker\":null},\"id\":\"1528\",\"type\":\"Grid\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1576\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1597\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1750\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1681\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.539217796338021},\"x_start\":{\"value\":-2.5379136312519943},\"y_end\":{\"value\":1.2918165761157876},\"y_start\":{\"value\":1.2907693169764547}},\"id\":\"1682\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1633\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1657\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5964702948246874},\"x_start\":{\"value\":-2.597628254388046},\"y_end\":{\"value\":1.2632298568710756},\"y_start\":{\"value\":1.2607256047909687}},\"id\":\"1658\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1600\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5512405538657124},\"x_start\":{\"value\":-2.550082920018124},\"y_end\":{\"value\":1.2064769652252654},\"y_start\":{\"value\":1.2039646319089468}},\"id\":\"1601\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1660\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1684\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1615\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1708\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1636\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5746424464155067},\"x_start\":{\"value\":-2.575938455941184},\"y_end\":{\"value\":1.3434286550634242},\"y_start\":{\"value\":1.3446138316220702}},\"id\":\"1637\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1660\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5781577957411272},\"x_start\":{\"value\":-2.5772382841030046},\"y_end\":{\"value\":1.190243081313934},\"y_start\":{\"value\":1.186576455700195}},\"id\":\"1661\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1684\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5368016164821774},\"x_start\":{\"value\":-2.535472402923726},\"y_end\":{\"value\":1.3052249943945333},\"y_start\":{\"value\":1.3048517353421503}},\"id\":\"1685\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1708\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5382918542745267},\"x_start\":{\"value\":-2.539304870544021},\"y_end\":{\"value\":1.4600446720769293},\"y_start\":{\"value\":1.463337541315001}},\"id\":\"1709\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1639\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1633\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.592927063886667},\"x_start\":{\"value\":-2.5942295486954605},\"y_end\":{\"value\":1.3680402750098555},\"y_start\":{\"value\":1.3691185344425647}},\"id\":\"1634\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1663\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1687\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1615\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.565718055630633},\"x_start\":{\"value\":-2.5669309327471455},\"y_end\":{\"value\":1.3989398172131358},\"y_start\":{\"value\":1.401041899588182}},\"id\":\"1616\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1711\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1639\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.579615241009468},\"x_start\":{\"value\":-2.5809326600129614},\"y_end\":{\"value\":1.3319991690317732},\"y_start\":{\"value\":1.3327715062996468}},\"id\":\"1640\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1663\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.552555854932322},\"x_start\":{\"value\":-2.5513975736617773},\"y_end\":{\"value\":1.2362224799687744},\"y_start\":{\"value\":1.2337149719365512}},\"id\":\"1664\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1678\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.544026127598207},\"x_start\":{\"value\":-2.5427603039401374},\"y_end\":{\"value\":1.2812990699470252},\"y_start\":{\"value\":1.2797110503206446}},\"id\":\"1679\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1687\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.53416639678918},\"x_start\":{\"value\":-2.5328336950426285},\"y_end\":{\"value\":1.3119754652079059},\"y_start\":{\"value\":1.3120351099487566}},\"id\":\"1688\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1711\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5321089000981187},\"x_start\":{\"value\":-2.532913682307895},\"y_end\":{\"value\":1.419018379161038},\"y_start\":{\"value\":1.4230530458998893}},\"id\":\"1712\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1618\",\"type\":\"NormalHead\"},{\"attributes\":{\"axis_label\":\"log\\u2081\\u2080 s\",\"formatter\":{\"id\":\"1790\"},\"ticker\":{\"id\":\"1530\"}},\"id\":\"1529\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1642\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1702\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.52568244432824},\"x_start\":{\"value\":-2.526527986472832},\"y_end\":{\"value\":1.4631071557369193},\"y_start\":{\"value\":1.4670227430162897}},\"id\":\"1703\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":1.4771212547196624,\"start\":1.1760912590556813},\"id\":\"1558\",\"type\":\"Range1d\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1666\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"1530\",\"type\":\"BasicTicker\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1690\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1618\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5855101049858966},\"x_start\":{\"value\":-2.58677386171634},\"y_end\":{\"value\":1.4187053248326822},\"y_start\":{\"value\":1.42031746721193}},\"id\":\"1619\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1714\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1642\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5820979392016077},\"x_start\":{\"value\":-2.583428435677946},\"y_end\":{\"value\":1.3185352213072166},\"y_start\":{\"value\":1.3188440840964921}},\"id\":\"1643\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1666\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5504904257264376},\"x_start\":{\"value\":-2.549309343571154},\"y_end\":{\"value\":1.2500034935298987},\"y_start\":{\"value\":1.2476546757089109}},\"id\":\"1667\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1690\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5288061189277062},\"x_start\":{\"value\":-2.527482740718545},\"y_end\":{\"value\":1.3210477881062634},\"y_start\":{\"value\":1.321648855747437}},\"id\":\"1691\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1714\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5366693827196376},\"x_start\":{\"value\":-2.5375914759015994},\"y_end\":{\"value\":1.4231640243624986},\"y_start\":{\"value\":1.426820660885767}},\"id\":\"1715\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1621\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1645\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1669\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1693\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1621\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.565466858023896},\"x_start\":{\"value\":-2.5666889191834183},\"y_end\":{\"value\":1.3807114127992732},\"y_start\":{\"value\":1.3827349779204476}},\"id\":\"1622\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1717\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1645\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.592729323566544},\"x_start\":{\"value\":-2.594062261381871},\"y_end\":{\"value\":1.3121546783904967},\"y_start\":{\"value\":1.312190181846623}},\"id\":\"1646\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1669\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5459930715297836},\"x_start\":{\"value\":-2.5447723781659985},\"y_end\":{\"value\":1.2593285108407608},\"y_start\":{\"value\":1.2572930495763777}},\"id\":\"1670\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1693\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5284505854040678},\"x_start\":{\"value\":-2.5272302414195096},\"y_end\":{\"value\":1.3373790840436754},\"y_start\":{\"value\":1.3394077167290512}},\"id\":\"1694\",\"type\":\"Arrow\"},{\"attributes\":{\"axis_label\":\"log\\u2081\\u2080 k\",\"formatter\":{\"id\":\"1788\"},\"ticker\":{\"id\":\"1526\"}},\"id\":\"1525\",\"type\":\"LinearAxis\"},{\"attributes\":{\"end\":{\"id\":\"1717\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5414487944371293},\"x_start\":{\"value\":-2.5424562931876378},\"y_end\":{\"value\":1.4268799316608463},\"y_start\":{\"value\":1.430196373978028}},\"id\":\"1718\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":-2.5228787452803374,\"start\":-2.6020599913279625},\"id\":\"1557\",\"type\":\"Range1d\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1624\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1648\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1672\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1696\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"1521\",\"type\":\"LinearScale\"},{\"attributes\":{\"end\":{\"id\":\"1624\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.590504696550033},\"x_start\":{\"value\":-2.591783568450113},\"y_end\":{\"value\":1.4049927000463445},\"y_start\":{\"value\":1.406422267711752}},\"id\":\"1625\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1720\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1648\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.590079104227856},\"x_start\":{\"value\":-2.5914102831652395},\"y_end\":{\"value\":1.3042554030234321},\"y_start\":{\"value\":1.3039931236992484}},\"id\":\"1649\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1672\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.536196145281054},\"x_start\":{\"value\":-2.534940499560914},\"y_end\":{\"value\":1.253671309672449},\"y_start\":{\"value\":1.2519700560297755}},\"id\":\"1673\",\"type\":\"Arrow\"},{\"attributes\":{\"data_source\":{\"id\":\"1559\"},\"glyph\":{\"id\":\"1560\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1561\"},\"selection_glyph\":null,\"view\":{\"id\":\"1563\"}},\"id\":\"1562\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1636\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1696\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5235438464928097},\"x_start\":{\"value\":-2.5238172226289772},\"y_end\":{\"value\":1.403133177087001},\"y_start\":{\"value\":1.4073657219614812}},\"id\":\"1697\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1657\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1720\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5467427665227342},\"x_start\":{\"value\":-2.5478135210618422},\"y_end\":{\"value\":1.4257805772227792},\"y_start\":{\"value\":1.428797775048758}},\"id\":\"1721\",\"type\":\"Arrow\"},{\"attributes\":{\"data_source\":{\"id\":\"1547\"},\"glyph\":{\"id\":\"1548\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1549\"},\"selection_glyph\":null,\"view\":{\"id\":\"1551\"}},\"id\":\"1550\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1627\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1681\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1705\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.531848272391372},\"x_start\":{\"value\":-2.53274743540587},\"y_end\":{\"value\":1.4453526283955194},\"y_start\":{\"value\":1.4490915302773835}},\"id\":\"1706\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1651\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1729\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.572420559461351},\"x_start\":{\"value\":-2.573642376212561},\"y_end\":{\"value\":1.4418950152628445},\"y_start\":{\"value\":1.4439211422976812}},\"id\":\"1730\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1675\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1699\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1627\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.569987833379494},\"x_start\":{\"value\":-2.5712472821772225},\"y_end\":{\"value\":1.3620578067227496},\"y_start\":{\"value\":1.363717485134735}},\"id\":\"1628\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1723\",\"type\":\"NormalHead\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#ff7f0e\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1549\",\"type\":\"Line\"},{\"attributes\":{\"end\":{\"id\":\"1651\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5980907383849683},\"x_start\":{\"value\":-2.5994138665867026},\"y_end\":{\"value\":1.293274683844615},\"y_start\":{\"value\":1.2926613169318137}},\"id\":\"1652\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"1526\",\"type\":\"BasicTicker\"},{\"attributes\":{\"end\":{\"id\":\"1675\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.531209845090943},\"x_start\":{\"value\":-2.529937671169272},\"y_end\":{\"value\":1.2569062313964015},\"y_start\":{\"value\":1.2553927436938572}},\"id\":\"1676\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"1533\",\"type\":\"PanTool\"},{\"attributes\":{\"end\":{\"id\":\"1699\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5289133485824165},\"x_start\":{\"value\":-2.5297986682238838},\"y_end\":{\"value\":1.4582221605773311},\"y_start\":{\"value\":1.462008761588574}},\"id\":\"1700\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1723\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5455597924067233},\"x_start\":{\"value\":-2.5465964603752287},\"y_end\":{\"value\":1.407435966500937},\"y_start\":{\"value\":1.4106195854556778}},\"id\":\"1724\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1630\",\"type\":\"NormalHead\"},{\"attributes\":{\"source\":{\"id\":\"1547\"}},\"id\":\"1551\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1654\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1705\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1678\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1729\",\"type\":\"NormalHead\"},{\"attributes\":{\"source\":{\"id\":\"1559\"}},\"id\":\"1563\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1702\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1630\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5903731215241246},\"x_start\":{\"value\":-2.591668006801408},\"y_end\":{\"value\":1.3754948645989145},\"y_start\":{\"value\":1.376698201699549}},\"id\":\"1631\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1726\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1654\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5931576856987397},\"x_start\":{\"value\":-2.5944369019853752},\"y_end\":{\"value\":1.2810719208808932},\"y_start\":{\"value\":1.2796476233090284}},\"id\":\"1655\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1726\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.559727945962719},\"x_start\":{\"value\":-2.5609001507568045},\"y_end\":{\"value\":1.4297185296129946},\"y_start\":{\"value\":1.4321310442613184}},\"id\":\"1727\",\"type\":\"Arrow\"}],\"root_ids\":[\"1516\"]},\"title\":\"Bokeh Application\",\"version\":\"2.0.2\"}};\n", " var render_items = [{\"docid\":\"394c0761-ef49-4fee-856c-6ec43fb524ea\",\"root_ids\":[\"1516\"],\"roots\":{\"1516\":\"c6e3f013-3246-499a-8083-8ba0d894cb21\"}}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", "\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " var attempts = 0;\n", " var timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "1516" } }, "output_type": "display_data" } ], "source": [ "k_range = [0.0025, 0.0030]\n", "s_range = [15, 30]\n", "\n", "p = plot_nullclines(k_range, s_range, params, log=True)\n", "\n", "p = biocircuits.phase_portrait(\n", " dk_dt, ds_dt, k_range, s_range, (params,), (params,), log=True, p=p,\n", ")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is a stable fixed point, with the system flowing into it from all directions (when $k$ and $s$ are close to the fixed point). Let's now look at the fixed point for the next largest $k$." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", " \n", " var docs_json = {\"7f29b538-a307-4d88-8806-6584081339d6\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1886\"}],\"center\":[{\"id\":\"1889\"},{\"id\":\"1893\"},{\"id\":\"1926\"},{\"id\":\"1929\"},{\"id\":\"1932\"},{\"id\":\"1935\"},{\"id\":\"1938\"},{\"id\":\"1941\"},{\"id\":\"1944\"},{\"id\":\"1947\"},{\"id\":\"1950\"},{\"id\":\"1953\"},{\"id\":\"1956\"},{\"id\":\"1959\"},{\"id\":\"1962\"},{\"id\":\"1965\"},{\"id\":\"1968\"},{\"id\":\"1971\"},{\"id\":\"1974\"},{\"id\":\"1977\"},{\"id\":\"1980\"},{\"id\":\"1983\"},{\"id\":\"1986\"},{\"id\":\"1989\"},{\"id\":\"1992\"},{\"id\":\"1995\"},{\"id\":\"1998\"},{\"id\":\"2001\"},{\"id\":\"2004\"},{\"id\":\"2007\"},{\"id\":\"2010\"},{\"id\":\"2013\"},{\"id\":\"2016\"},{\"id\":\"2019\"},{\"id\":\"2022\"},{\"id\":\"2025\"},{\"id\":\"2028\"},{\"id\":\"2031\"},{\"id\":\"2034\"},{\"id\":\"2037\"},{\"id\":\"2040\"},{\"id\":\"2043\"},{\"id\":\"2046\"},{\"id\":\"2049\"},{\"id\":\"2052\"},{\"id\":\"2055\"},{\"id\":\"2058\"},{\"id\":\"2061\"},{\"id\":\"2064\"},{\"id\":\"2067\"},{\"id\":\"2070\"},{\"id\":\"2073\"},{\"id\":\"2076\"},{\"id\":\"2079\"},{\"id\":\"2082\"},{\"id\":\"2085\"},{\"id\":\"2088\"},{\"id\":\"2091\"},{\"id\":\"2094\"},{\"id\":\"2097\"}],\"frame_height\":260,\"frame_width\":260,\"left\":[{\"id\":\"1890\"}],\"renderers\":[{\"id\":\"1911\"},{\"id\":\"1916\"},{\"id\":\"1923\"}],\"title\":{\"id\":\"2137\"},\"toolbar\":{\"id\":\"1901\"},\"x_range\":{\"id\":\"1918\"},\"x_scale\":{\"id\":\"1882\"},\"y_range\":{\"id\":\"1919\"},\"y_scale\":{\"id\":\"1884\"}},\"id\":\"1877\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"1887\",\"type\":\"BasicTicker\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1894\"},{\"id\":\"1895\"},{\"id\":\"1896\"},{\"id\":\"1897\"},{\"id\":\"1898\"},{\"id\":\"1899\"}]},\"id\":\"1901\",\"type\":\"Toolbar\"},{\"attributes\":{\"axis\":{\"id\":\"1890\"},\"dimension\":1,\"ticker\":null},\"id\":\"1893\",\"type\":\"Grid\"},{\"attributes\":{\"end\":{\"id\":\"2096\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.76038734679496},\"x_start\":{\"value\":-1.7583873289725154},\"y_end\":{\"value\":1.2614732135759268},\"y_start\":{\"value\":1.2563519560329293}},\"id\":\"2097\",\"type\":\"Arrow\"},{\"attributes\":{\"data_source\":{\"id\":\"1908\"},\"glyph\":{\"id\":\"1909\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1910\"},\"selection_glyph\":null,\"view\":{\"id\":\"1912\"}},\"id\":\"1911\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis_label\":\"log\\u2081\\u2080 k\",\"formatter\":{\"id\":\"2138\"},\"ticker\":{\"id\":\"1887\"}},\"id\":\"1886\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"2143\",\"type\":\"Selection\"},{\"attributes\":{\"end\":{\"id\":\"1949\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.791682470208669},\"x_start\":{\"value\":-1.7894607796280224},\"y_end\":{\"value\":1.0885004091500239},\"y_start\":{\"value\":1.084295000791498}},\"id\":\"1950\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"2138\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1884\",\"type\":\"LinearScale\"},{\"attributes\":{\"text\":\"\"},\"id\":\"2137\",\"type\":\"Title\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2006\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"1895\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"2145\"},\"selection_policy\":{\"id\":\"2146\"}},\"id\":\"1913\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#9467bd\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1914\",\"type\":\"Line\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2027\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"1894\",\"type\":\"PanTool\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2078\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2009\",\"type\":\"NormalHead\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#ff7f0e\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1910\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2140\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"1908\"}},\"id\":\"1912\",\"type\":\"CDSView\"},{\"attributes\":{\"end\":{\"id\":\"2075\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7545096133771525},\"x_start\":{\"value\":-1.7538252436944393},\"y_end\":{\"value\":1.2607162173126494},\"y_start\":{\"value\":1.2568816587486502}},\"id\":\"2076\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2006\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7044554179881108},\"x_start\":{\"value\":-1.7028007389786535},\"y_end\":{\"value\":1.0394453789591167},\"y_start\":{\"value\":1.033237286988483}},\"id\":\"2007\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"1897\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"1882\",\"type\":\"LinearScale\"},{\"attributes\":{\"end\":{\"id\":\"2078\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7631874477960858},\"x_start\":{\"value\":-1.7652820461016552},\"y_end\":{\"value\":1.3390738354505607},\"y_start\":{\"value\":1.3438455408877008}},\"id\":\"2079\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1949\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2012\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2144\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1940\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2081\",\"type\":\"NormalHead\"},{\"attributes\":{\"overlay\":{\"id\":\"1900\"}},\"id\":\"1896\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"end\":{\"id\":\"2009\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7319579803148555},\"x_start\":{\"value\":-1.7305184105328149},\"y_end\":{\"value\":1.173198379103284},\"y_start\":{\"value\":1.1665021570078622}},\"id\":\"2010\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"2145\",\"type\":\"Selection\"},{\"attributes\":{\"end\":{\"id\":\"2081\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.779083280766206},\"x_start\":{\"value\":-1.7768095020267418},\"y_end\":{\"value\":1.1927556480585424},\"y_start\":{\"value\":1.1888252421424723}},\"id\":\"2082\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":1.4771212547196624,\"start\":1.0},\"id\":\"1919\",\"type\":\"Range1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9467bd\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1915\",\"type\":\"Line\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2015\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2146\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2084\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"1898\",\"type\":\"ResetTool\"},{\"attributes\":{\"end\":{\"id\":\"2012\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7160791875585137},\"x_start\":{\"value\":-1.715227764069849},\"y_end\":{\"value\":1.1611480898283046},\"y_start\":{\"value\":1.1535674209095583}},\"id\":\"2013\",\"type\":\"Arrow\"},{\"attributes\":{\"source\":{\"id\":\"1920\"}},\"id\":\"1924\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2147\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1913\"}},\"id\":\"1917\",\"type\":\"CDSView\"},{\"attributes\":{\"end\":{\"id\":\"2084\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7837651029182102},\"x_start\":{\"value\":-1.7833720502661066},\"y_end\":{\"value\":1.3279365066719628},\"y_start\":{\"value\":1.3309784968065586}},\"id\":\"2085\",\"type\":\"Arrow\"},{\"attributes\":{\"data_source\":{\"id\":\"1913\"},\"glyph\":{\"id\":\"1914\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1915\"},\"selection_glyph\":null,\"view\":{\"id\":\"1917\"}},\"id\":\"1916\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2148\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"end\":-1.6989700043360187,\"start\":-1.853871964321762},\"id\":\"1918\",\"type\":\"Range1d\"},{\"attributes\":{\"end\":{\"id\":\"2015\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.711215419694211},\"x_start\":{\"value\":-1.710859521099732},\"y_end\":{\"value\":1.166658159363416},\"y_start\":{\"value\":1.1587359644898718}},\"id\":\"2016\",\"type\":\"Arrow\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"1900\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2087\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1928\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8381651613140817},\"x_start\":{\"value\":-1.8358939637621412},\"y_end\":{\"value\":1.020192768535257},\"y_start\":{\"value\":1.0162459237121086}},\"id\":\"1929\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2087\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.795131725942782},\"x_start\":{\"value\":-1.7945225543655408},\"y_end\":{\"value\":1.345404092631741},\"y_start\":{\"value\":1.3489915133790706}},\"id\":\"2088\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1955\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2018\",\"type\":\"NormalHead\"},{\"attributes\":{\"axis\":{\"id\":\"1886\"},\"ticker\":null},\"id\":\"1889\",\"type\":\"Grid\"},{\"attributes\":{\"end\":{\"id\":\"1955\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.776732220953677},\"x_start\":{\"value\":-1.7745517955864394},\"y_end\":{\"value\":1.1146284920811151},\"y_start\":{\"value\":1.1102231537408669}},\"id\":\"1956\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2090\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2018\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7041654842423692},\"x_start\":{\"value\":-1.7043414818974247},\"y_end\":{\"value\":1.1671627452400015},\"y_start\":{\"value\":1.1616914762695767}},\"id\":\"2019\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1928\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1940\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8167980670058328},\"x_start\":{\"value\":-1.8145285602284515},\"y_end\":{\"value\":1.0642812837022757},\"y_start\":{\"value\":1.060325355293308}},\"id\":\"1941\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1943\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8055706332936317},\"x_start\":{\"value\":-1.8033263829976165},\"y_end\":{\"value\":1.0663613033757122},\"y_start\":{\"value\":1.0622709880821646}},\"id\":\"1944\",\"type\":\"Arrow\"},{\"attributes\":{\"data_source\":{\"id\":\"1920\"},\"glyph\":{\"id\":\"1921\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1922\"},\"selection_glyph\":null,\"view\":{\"id\":\"1924\"}},\"id\":\"1923\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"end\":{\"id\":\"2090\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7494142779960846},\"x_start\":{\"value\":-1.7474692088675166},\"y_end\":{\"value\":1.1608373252697706},\"y_start\":{\"value\":1.1554882155971264}},\"id\":\"2091\",\"type\":\"Arrow\"},{\"attributes\":{\"line_color\":\"#ff7f0e\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1909\",\"type\":\"Line\"},{\"attributes\":{\"end\":{\"id\":\"2021\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7251376614919847},\"x_start\":{\"value\":-1.7249619113126555},\"y_end\":{\"value\":1.1995293348826213},\"y_start\":{\"value\":1.1950071287613973}},\"id\":\"2022\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1952\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7843889697569393},\"x_start\":{\"value\":-1.7821843366756522},\"y_end\":{\"value\":1.1009161801936003},\"y_start\":{\"value\":1.0966265237895643}},\"id\":\"1953\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2093\",\"type\":\"NormalHead\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"2143\"},\"selection_policy\":{\"id\":\"2144\"}},\"id\":\"1908\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2021\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"1899\",\"type\":\"HelpTool\"},{\"attributes\":{\"end\":{\"id\":\"1946\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.803209732868701},\"x_start\":{\"value\":-1.80095512500557},\"y_end\":{\"value\":1.0852302728402041},\"y_start\":{\"value\":1.08119443205564}},\"id\":\"1947\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"1891\",\"type\":\"BasicTicker\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2024\",\"type\":\"NormalHead\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"field\":\"line_width\"},\"xs\":{\"field\":\"xs\"},\"ys\":{\"field\":\"ys\"}},\"id\":\"1922\",\"type\":\"MultiLine\"},{\"attributes\":{\"end\":{\"id\":\"2093\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7613132322265905},\"x_start\":{\"value\":-1.7592211749427222},\"y_end\":{\"value\":1.225302900927566},\"y_start\":{\"value\":1.2205141289489796}},\"id\":\"2094\",\"type\":\"Arrow\"},{\"attributes\":{\"axis_label\":\"log\\u2081\\u2080 s\",\"formatter\":{\"id\":\"2140\"},\"ticker\":{\"id\":\"1891\"}},\"id\":\"1890\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1925\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2024\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7610853672471618},\"x_start\":{\"value\":-1.763114329873296},\"y_end\":{\"value\":1.3151089063187036},\"y_start\":{\"value\":1.3192189169672521}},\"id\":\"2025\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1952\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2096\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1934\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2072\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8223233798010527},\"x_start\":{\"value\":-1.821499558891096},\"y_end\":{\"value\":1.39383644335369},\"y_start\":{\"value\":1.398847443861795}},\"id\":\"2073\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1958\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2051\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2030\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1934\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8253709873979673},\"x_start\":{\"value\":-1.8231074964092968},\"y_end\":{\"value\":1.0375201795713829},\"y_start\":{\"value\":1.0335316007612851}},\"id\":\"1935\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1982\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8408154640988625},\"x_start\":{\"value\":-1.8396210410326606},\"y_end\":{\"value\":1.4177993612327795},\"y_start\":{\"value\":1.4236384950692769}},\"id\":\"1983\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2027\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7680899865596242},\"x_start\":{\"value\":-1.7700840707056846},\"y_end\":{\"value\":1.3711036533536778},\"y_start\":{\"value\":1.376274407124209}},\"id\":\"2028\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2051\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7149251052185397},\"x_start\":{\"value\":-1.7173306746741426},\"y_end\":{\"value\":1.4634671992123192},\"y_start\":{\"value\":1.4665676035972988}},\"id\":\"2052\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1982\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2054\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.740001843622783},\"x_start\":{\"value\":-1.7380263404598295},\"y_end\":{\"value\":1.017636289929433},\"y_start\":{\"value\":1.0123930757130704}},\"id\":\"2055\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2033\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1961\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1937\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8234022981856222},\"x_start\":{\"value\":-1.8211275197408872},\"y_end\":{\"value\":1.054632581607963},\"y_start\":{\"value\":1.0507054386813737}},\"id\":\"1938\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2054\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2030\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7632108350845836},\"x_start\":{\"value\":-1.7653250134506742},\"y_end\":{\"value\":1.386427783266465},\"y_start\":{\"value\":1.391125808365982}},\"id\":\"2031\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1985\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1958\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7301117932189274},\"x_start\":{\"value\":-1.7281921593098502},\"y_end\":{\"value\":1.0164075731420243},\"y_start\":{\"value\":1.0109710078241538}},\"id\":\"1959\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1937\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2057\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1964\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2033\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7538966644913159},\"x_start\":{\"value\":-1.7561379531233499},\"y_end\":{\"value\":1.3910082665507941},\"y_start\":{\"value\":1.3951107623919432}},\"id\":\"2034\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1988\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1931\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8317986865878486},\"x_start\":{\"value\":-1.8295309708534444},\"y_end\":{\"value\":1.0287049461277857},\"y_start\":{\"value\":1.0247391754406763}},\"id\":\"1932\",\"type\":\"Arrow\"},{\"attributes\":{\"data\":{\"line_width\":[2.9555326150029364,2.9555326150029364,2.8836388853846073,2.8146451437181663,2.748534340771101,2.748534340771101,2.7225870401228054,2.7225870401228054,2.923895058397803,2.923895058397803,2.8506509406641474,2.7803784151342317,2.7130050223069815,2.6486726500210622,2.8905262023679663,2.8905262023679663,2.815845524018516,2.7442020955385558,2.6755307688926173,2.609886722756478,2.547160616582861,2.4872176442242955,2.4301895442662222,2.3757739649479346,2.8552927032466475,2.8552927032466475,2.7790851308376814,2.705972463844293,2.6358983925085067,2.5688266572724148,2.504833604057875,2.4436982088043973,2.3854460729973055,2.3300401998982267,2.2773374276795955,2.8180409183803956,2.8180409183803956,2.740213903850451,2.6655257589036503,2.5939338355676185,2.525388581731022,2.459914993383235,2.3974721638468046,2.337911901079556,2.281298794627907,2.227519220350382,2.176509847963811,2.128255333231736,2.0826495241681817,2.039614971287088,2.039614971287088,2.7786027903600536,2.7786027903600536,2.699055809157634,2.6226756841743195,2.5494374857149866,2.4793038612820832,2.412233194059437,2.348264241071979,2.2873337931313227,2.229324502878984,2.1742939702705977,2.1221456429062933,2.0727987248191235,2.0262676311966223,1.9824163579738818,1.9412020415908176,1.9026003298180085,1.9026003298180085,1.893756900538912,2.736791056740961,2.736791056740961,2.655412713137448,2.577210563372268,2.5021801623591333,2.430298416571027,2.361538055044079,2.2958615484299876,2.2332778866254612,2.173814420431259,2.1173238366115283,2.063803411356661,2.013285428022453,1.9655633086306157,1.9207916722030534,1.878694418132764,1.8393740315045166,1.8026578597938596,2.692396486360833,2.692396486360833,2.609065580546521,2.5288901434532294,2.451898287079522,2.378080087247946,2.3074213122829703,2.2399062034413975,2.1755212743433643,2.1142400916621025,2.0561040845393768,2.001077187208179,1.9490439349865458,1.9000704549497571,1.8540529989107761,1.8109496652955392,1.7707044155858718,1.7332738183060632,1.6984968900669473,1.6664269280266981,1.6368867454790994,1.6097704505148225,2.6451889504214057,2.6451889504214057,2.5597957858208464,2.477511691867301,2.3983651643233093,2.322373056206106,2.249533271657044,2.179866687513707,2.1134311276228557,2.050180158953689,1.990096719875845,1.9331680391482733,1.87939718048636,1.8288443989888403,1.7813458782443683,1.7369605861629274,1.6955939253551418,1.6572171092775119,1.6217031106183817,1.5890973128759653,1.5591864026958313,1.5318945769963133,1.507188008499353,2.5949177342839453,2.5949177342839453,2.507299991324584,2.422712186025724,2.3412001624566896,2.2627980310023825,2.1875283793205984,2.1154351085738146,2.046539842577366,1.980861007769054,1.9184240242595112,1.859238004882356,1.803381398114185,1.7508038283869554,1.7014653503900103,1.6553924396144315,1.6125953472233152,1.5729266931323755,1.5364793467633011,1.5030536840236084,1.4726171996815123,1.445128190599473,1.4203972821140192,1.3983222392373196,1.3787850850099428,1.361658440298009,1.3468061331436878,2.5413128542371517,2.5413128542371517,2.4512767324077465,2.3641398553629154,2.279965683192511,2.198798287288358,2.120698500288429,2.045726005907482,1.9739500089897106,1.9053916003589793,1.8400945655047822,1.7781126372473335,1.7195352722334794,1.6643655021504573,1.6126209920337802,1.5643079005576537,1.5194841018633727,1.478148712396797,1.4401823757904175,1.4056904824719796,1.3744582287661173,1.3464683916892661,1.3216410068632893,1.299784005292453,1.2807708382010774,1.2644539296696695,1.2506747756075007,1.2392621888568263,2.513171655888149,2.513171655888149,2.4218379356682154,2.333323612743742,2.247675074584499,2.4840877869155276,2.4840877869155276,2.391397395955482,2.3014072742725933,2.2141960493745856,2.454020691268272,2.454020691268272,2.3598996981851474,2.2683551421157797,2.179470171927251,2.093435444718184,2.0101657436435207,1.92974887619257,1.8523811166425037,1.7780536583460664,1.7068659237561246,1.638926458581141,1.5743640035856967,1.5133064311927331,1.4558766042638591,1.4022034226354494,1.3523966024131386,1.3065453839007537,1.2647101889772747,1.2270333009668497,1.1934268830065098,1.1639108365464268,1.1383255231264227,1.1166816307114493,1.0986843546495795,1.0841360154010353,1.0728021282226976,1.0644214587833227,1.0587128102396126,1.0553840273523498,1.0541377650672654,1.0548966306468237,2.422944161806483,2.422944161806483,2.327308434859315,2.234082828721778,2.143463748098857,2.0554638374975935,1.9700658967435727,1.887530438051722,1.807770966231506,1.7308909467294764,1.6571099972994403,2.390799055630894,2.390799055630894,2.2935666459778044,2.1985588107443768,2.1060382152430033,2.0158739394065077,1.9282609112014373,1.8431832127441468,1.7607062803471483,1.681001823091464,1.6040529195050013,1.5300895641918224,1.4592179729083474,1.391574476631238,1.3273812751720542,1.266948630308621,1.2104723866227405,1.158244962393595,1.110563071887864,1.067712887233024,1.029992054231224,0.9974690099457411,0.9702436770209396,0.9482004235381031,0.9312245478954464,0.9189024853054473,0.9108313967480153,0.9065379373281406,0.9055089269004213,0.9073202562855667,0.9115576471531186,0.9176384156340743,0.9254020051302586,0.9344147488599848,0.9444930180310176,0.9553150927265777,0.9553150927265777,0.9582248914404566,0.9582248914404566,0.960013248925535,0.960013248925535,0.9629753527769613,1.1905430641259462,1.1769300700252103,1.133494898384238,1.0925209828003766,1.0509203087298409,1.1574850875985783,1.1143407529402714,1.073720334970877,1.0355362077592103,1.0002893538583288,1.0904919940569933,1.0502735212803274,1.012544050403155,0.9782557740299384,0.9518485459996837,1.1450669072506687,1.0999732603377037,1.0578973222823391,1.018383219491062,0.9813925748479627,0.9480899210637191,0.9231720236477086,0.9076349733972637,1.1445302964186121,1.097055321243602,1.0532820254177715,1.0124926971080428,0.9742254934607367,0.9385121281049085,0.9073006750490185,0.8859935710230419,0.874412877629849,0.870643099522682,1.2000589486304694,1.1760116729782086,1.1234069711058159,1.0740237416883893,1.0290541592727969,0.9876678110453924,0.9490383836440323,0.9128123842805929,0.8797379033615651,0.8537808096318675,0.8397721837517444,0.8352523654882936,0.8377114984676619,0.8451699918145703,1.1616721045536182,1.1096795942052882,1.0552289318949768,1.0068222322762874,0.9632669667691243,0.9235438593753593,0.8866273595475005,0.8519501810759909,0.8212737224695473,0.8014812734405832,0.8014812734405832,0.7894980513893786,0.7884698162640562,0.7946523732899216,0.8056305529493467,0.8197957094023943,0.8355281349441598,1.2126965007614028,1.1853317739227203,1.1373697734910144,1.0870558158202055,1.0340199866192525,0.9778341642006381,0.9281452147794576,0.8848627263594564,0.8465075935812033,0.8115470344689706,0.7787074697225636,0.7490136467384467,0.7301756787928587,0.7301756787928587,0.7192560892409163,0.7222359115685559,0.733334921566884,0.7488597149457822,0.767036660436333,0.78624443088286,0.8058335475928212,0.8259113003261952,0.8457801172375692,1.222181297103855,1.2084976706133876,1.1653408261056029,1.1208788890701933,1.0750363148581417,1.0277360857840414,0.978875900134888,0.928314777769407,0.8758748815756597,0.8212157921446979,0.7637339296606219,0.7131780062061018,0.6752011188684339,0.6457680058291195,0.6219485360131372,0.5998475897738209,0.5833031725071844,0.5833031725071844,0.5746113781321442,0.5746113781321442,0.5771475272847539,0.5771475272847539,0.5957864630312705,0.619329170603729,0.6434475820644612,0.6670407065830061,0.6900710901709362,0.7125488431364034,0.734513134835746,0.7559934972597077,0.7770042268069933,0.7975767588052933,0.8177279754039405,0.8374606940094638,0.856820407949108,0.8758518320549469,2.2310179747173007,2.134970775640816,2.0411865404047043,1.9495955334540322,1.8603608835662204,1.7733903468078192,1.6888769331616111,1.6067579114323198,1.5272416916516596,1.4503322513907286,1.3762189721465115,1.3050740260431,1.2370468503292602,1.1725509951128554,1.1118337038777324,1.0553358635114458,1.0035795350550876,0.9571478612366799,0.9166015815175165,0.8824095140626078,0.8549072954878627,0.834108188368333,0.8197808516816972,0.8113062613744095,0.8079461864623536,0.8088487109037842,0.8132962068610914,0.8205697012710378,0.8298025959690765,0.8409540915668094,0.8530820682883257,0.8663803632859723,0.8802253085856799,0.8944643649544658,0.9092571400311713,0.9241531702198189,2.0292494738128277,1.9536266036239143,1.8811325084664956,1.81186000355237,1.745883341215801,1.6832778662781174,1.6241244196813693,1.5684886893357048,1.5164213275005847,1.4679681807227585,1.4231875121246615,1.382145916841362,1.3447178765574743,1.3110126919532696,1.2808154066655608,1.2542041511054747,1.2309412557371386,1.210891617480836,1.193904286931668,1.1798042408793998,1.1683952657940502,1.1594688010952539,1.1528085878510488,1.1481915688167184,1.1453930724682566,2.1834046109078398,2.1681567210805346,2.0713449995630193,1.9766530391832595,2.0368084053012687,2.0174828565959047,1.9214184263623149,1.8271202887506603,1.7347459811051635,1.6441003611628593,1.555171055047196,1.4680521540264055,1.3825489059014482,1.2985937796779201,1.2161878407389297,1.1351290584973004,1.0551857928532318,0.9760589510236067,0.8972282608608879,0.8177478141142702,0.7359674447208016,0.7359674447208016,0.690173749241347,0.690173749241347,0.6561423961792535,0.6283455459443167,0.6141489895171659,0.6082346432375786,0.610481306633283,0.6218977727072743,0.6439198995687028,0.6723549248256032,0.7018621416578297,0.7319470148160758,0.762418416350949,0.793215256469023,1.7700487735431492,1.7365926810635992,1.6402469044925745,1.544954634903251,1.4505565370135054,1.3567714259814503,1.2632043364833083,1.1693688661432495,1.0746951731098382,0.9791853648944908,0.9791853648944908,0.9151814461354622,0.9151814461354622,0.8639131187871762,0.8194701672581965,0.7887430174774424,0.7677889346421213,0.7555322897552623,0.7527414319009077,0.7609408274488431,1.5088795641244201,1.411956685993074,1.3151044264155547,1.2178756934122323,1.119845688805517,1.0215394464501553,1.0215394464501553,0.9571030690325666,0.8971650936152189,0.8542379897664051,0.8238521240477019,0.8028149459435894,0.790809706725041,1.2647327437418907,1.163252022227825,1.163252022227825,1.0799904655323616,1.0799904655323616,1.0124504910146404,0.9501885895864673,0.9045067612323747,0.8709279405437366,1.2537287299221886,1.164047358130874,1.0740292460072474,0.9969687627114971,0.9339498190612281,0.8812373644235753,0.8354562209184021,0.7940029101769583,0.7556455578073176,0.7300775029665381,0.7300775029665381,0.7145770173241166,0.7145770173241166,0.7139288700533798,0.7291058551637786,0.8829018400615996,0.8341206863235546,0.7853646976631066,0.7375156049089941,0.6924273237922215,0.6567795987979315,0.6294285650096405,0.6149769692995958,0.6157336508484204,0.6272898275365291,0.6449317135439921,0.6663939726222403,0.6898144347946189,0.7149767727874168,0.7412080068763738,0.7682298856263815,0.7960908105567885,1.1786159402290712,1.1386076457229979,1.0982085438410416,1.0576361983917917,1.0171903475312678,0.9772291168704089,0.9383134409458143,0.9011902090738444,0.8666960224569918,0.8359781103158413,0.8101759213232502,0.7903144211883646,0.7771203094386899,0.7706710478318107,0.7706210649764567,0.7762154808513977,0.7865568749371988,0.8008338283729072,0.81822802222033,0.8381107125992733,0.860142298426952,1.2165694871695594,1.1802716187021902,1.144084835310173,1.108333499782563,1.0732714905179295,1.0394201848847051,1.007218919260587,0.9772886813293633,0.9502079703941125,0.9266219477027797,0.9071343869600415,0.8921801440115393,0.8819939316875727,0.8766293258360198,0.87594598841428,0.8796136238668604,0.8872221509492244,0.8983238041095223,0.912473445941708,0.9292911735307281,1.218518258511571,1.186208726240527,1.1547253688072427,1.1243587114505929,1.0954988366860143,1.0685570919362868,1.0439940213324155,1.022215251457942,1.0035697594523905,0.9884433957618622,0.9770558020798906,0.9695262297486962,0.9658416443825417,0.9659309454424202,0.9696024096557136,0.9766132982831808,0.9866986127421715,0.9995801540420964,1.2632397973253462,1.2561778154328858,1.227486283431817,1.1998508307333104,1.173592643504314,1.148998988178558,1.1264032858732873,1.1061333604949901,1.0884834235456764,1.0737304743536913,1.0620203545627,1.053557555768472,1.0483287309810347,1.0463844482399802,1.0476396573985813,1.0519649875384367,1.0592106197883422,1.0691865315638525,1.279948615954397,1.268796749874996,1.2446725912233134,1.2220389292831388,1.2011393521694236,1.1822363743933408,1.1655913579170523,1.1514132814342561,1.1398217748600923,1.1310145569283518,1.1250114406764509,1.1218998030192007,1.1216501025524814,1.1241824554782436,1.129438862517886,1.1372937872496516,1.2895056393622686,1.2701298341771505,1.2524952949027583,1.236822809796391,1.2233140324912888,1.2120799486288276,1.203258556416358,1.196933173874036,1.1931818492973814,1.191961467767226,1.1933152852441866,1.1971861500416552,1.2034973290282092,1.303352722763513,1.2905521343478616,1.2798085997552588,1.2711734771702883,1.2648095269870572,1.260706541906044,1.2589494353776425,1.2595446436447948,1.2624562978181135,1.2676385175934461,1.3581740928148045,1.3538603143683257,1.3436481799796118,1.3353670658324965,1.3291029842793969,1.324923101621638,1.3228935737477452,1.3229780886332727,1.325229683472001,1.3296248902503773,1.4424054978750658,1.4421229114945748,1.4437044754636976,1.4471774407017728,2.556506252709341,2.556506252709341,2.544859912861525,2.544859912861525,2.456129380414814,2.370355448212674,1.373693560845849,1.374911723794969,1.378152084033411,1.3834133848724335,1.3906653322252684,1.0687360160353627,1.017773168518995,0.9642086139079494,0.907457449370348,0.8467962790604315,0.8467962790604315,0.7929518960012845,0.7929518960012845,0.7520185588858233,0.7520185588858233,0.7194987340356195,0.6924428146722885,0.6752104894099198,0.665100369644632,0.6617735241360069,0.6660834826704373,0.6797054654633645,0.6981215167925071,0.7190929548996889,1.0566919753245034,0.9999071713619612,0.9403318888108694,0.9403318888108694,0.8942357020387905,0.8497139666421459,0.8165079341016908,0.7922865952536564,0.7749562274163407,1.643363838204931,1.558189868705754,1.4750777878506978,1.3942003307527036,1.3155474759529655,1.2392017935579844,1.1653388943128258,1.0940287039174759,1.0256596517356829,0.9604856664191406,0.8991855580393652,0.8425840244830699,0.7919734310705502,0.7490883243458759,0.7158029516078718,0.6933664433228554,0.6817861772124687,0.6794666920819221,0.6842851953996676,0.6940628272230489,0.70683710146863,0.7220313015978992,0.7383565750204242,0.7553998988636689,0.7732353878710133,0.9922799079845389,0.9209986279719348,0.8636575453074029,0.816269265501362,0.7756590359251856,0.7383119296574597,0.7040282808385512,0.6836043982591441,0.6836043982591441,0.6743227563098824,0.6743227563098824,1.0129409313151099,0.9714414889800574,0.9310400130160748,0.9310400130160748,0.9310400130160748,0.896073799283435,0.866865674684326,0.8483326421166252,0.7779451264894134,0.7086225401336087,0.6475127163100091,0.6087513084363456,0.5827616860757094,0.5642340467318654,0.5480360545153247,0.5367655574996903,0.5367655574996903,0.5373123247319112,0.5373123247319112,0.549407088068421,0.549407088068421,0.5757462664661501,0.6031694190371301,0.8474958512533677,0.8062939808070071,0.768605114488717,0.7363615494842731,0.7117589568097269,0.6964385245797099,1.454499024718226,1.3929837578418613,1.335218886491516,1.2814083884124159,1.231746266532431,1.1864070932535076,1.1455300358138656,1.1092689910045619,1.0776661324881824,1.0506609658887724,1.0281600592045745,1.010042326130381,0.9959792513467527,0.9856742989001457,0.7538190416084326,0.7538190416084326,0.7094986571393052,0.7094986571393052,0.6759592968786443,0.6759592968786443,0.6506042306902122,0.6321395770960969,0.6221565613150312,0.6185202971596206,0.6230714895166165,0.8155977075996206,0.7807917545269023,0.7457777364819294,0.7457777364819294,0.7457777364819294,0.7178155930227308,0.6973070283798741,0.6843140000742468,1.338789986868785,1.2732200596576575,1.2112706280155723,1.153276688019149,0.9867351033359923,0.9301879831954862,0.8789876313830227,0.8341690904349897,0.7968343243800123,0.7678487700348164,0.7800699823032649,0.7186517844558944,0.6629213623863226,0.6176893755204134,0.6176893755204134,0.5944070466931736,0.585165960540549,0.5878435017483856,0.6000323175931763,0.6176760904394577],\"xs\":[{\"__ndarray__\":\"nMpmLyln/b+cymYvKWf9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nMpmLyln/b9C2eCBrXn9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Qtngga15/b/OnrGMToz9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zp6xjE6M/b/WX7wVDJ/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1l+8FQyf/b/WX7wVDJ/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1l+8FQyf/b/TEL1Erqb9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0xC9RK6m/b/TEL1Erqb9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0xC9RK6m/b/TEL1Erqb9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"w9SYNfY6/b/D1Jg19jr9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"w9SYNfY6/b+eN989VU39vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"njffPVVN/b/qg1RZ0l/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6oNUWdJf/b+hLjtlbXL9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oS47ZW1y/b9V/pEhJoX9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vf6RISaF/b8/Fk85/Jf9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6t7KO8MO/b/q3so7ww79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6t7KO8MO/b/9GUjM+CD9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/RlIzPgg/b9w4U/RTTP9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cOFP0U0z/b/SWm1EwkX9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0lptRMJF/b/MqQoDVlj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zKkKA1ZY/b88qXLOCGv9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PKlyzghr/b/tZqpW2n39vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7WaqVtp9/b8KvuEsypD9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Cr7hLMqQ/b+C47fO16P9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"guO3ztej/b+C47fO16P9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Een8QZDi/L8R6fxBkOL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Een8QZDi/L/5ouSKl/T8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+aLkipf0/L/3h6yovwb9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"94esqL8G/b+9hV66CBn9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vYVeuggZ/b/TuSLEciv9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"07kixHIr/b/tZpum/T39vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7Wabpv09/b8bSiQoqVD9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"G0okKKlQ/b/5TkL3dGP9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+U5C93Rj/b/jroGgYHb9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"466BoGB2/b/7Th6aa4n9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+04emmuJ/b+IQrI9lZz9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OPMuSF22/L848y5IXbb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OPMuSF22/L9/Xhq0MMj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"f14atDDI/L9MQf5IJtr8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TEH+SCba/L8Ypl5WPuz8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GKZeVj7s/L+el6UOef78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"npelDnn+/L/uv0OC1hD9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7r9DgtYQ/b+PHzKcViP9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jx8ynFYj/b/G8pIq+TX9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xvKSKvk1/b/8qlHZvUj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/KpR2b1I/b+LuqsvpFv9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i7qrL6Rb/b/PMGCaq279vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zzBgmqtu/b8KYHNk04H9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CmBzZNOB/b8cVx++GpX9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HFcfvhqV/b/MGHnAgKj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zBh5wICo/b/MGHnAgKj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zBh5wICo/b/MGHnAgKj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YP1gTiqK/L9g/WBOKor8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YP1gTiqK/L9SPddVw5v8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Uj3XVcOb/L88wzK8f638vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PMMyvH+t/L/2aA4PYL/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9mgOD2C//L+/5iS9ZNH8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"v+YkvWTR/L9OBMESjuP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TgTBEo7j/L+br/Yz3PX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m6/2M9z1/L85bX0ZTwj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OW19GU8I/b+6zqmZ5hr9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"us6pmeYa/b9Zm7dioi39vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WZu3YqIt/b8cpuL2gUD9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HKbi9oFA/b+ISYm3hFP9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iEmJt4RT/b8GqVrdqWb9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Bqla3alm/b8emgeB8Hn9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HpoHgfB5/b/x5d2eV439vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8eXdnleN/b87RAkV3qD9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O0QJFd6g/b87RAkV3qD9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O0QJFd6g/b+KNhcuh6X9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ijYXLoel/b+KNhcuh6X9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hweTVPdd/L+HB5NU9138vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hweTVPdd/L+ZsVVDTm/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mbFVQ05v/L/fkmaNyYD8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"35JmjcmA/L+GBu0OapL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hgbtDmqS/L9LYjyFMKT8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"S2I8hTCk/L80F6SIHbb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NBekiB22/L9Y9pSHMcj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WPaUhzHI/L/a0e/DbNr8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2tHvw2za/L9R1aNMz+z8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UdWjTM/s/L+4jXcDWf/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uI13A1n//L9Ek8ydCRL9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RJPMnQkS/b+wokqY4CT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sKJKmOAk/b+zfblG3Tf9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s325Rt03/b/qV1nL/kr9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6ldZy/5K/b92rbkgRF79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dq25IERe/b88gr4drHH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PIK+Haxx/b+rOCh2NYX9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qzgodjWF/b/uXIjM3pj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rhHFWsQx/L+uEcVaxDH8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rhHFWsQx/L/JAg8B0EL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yQIPAdBC/L86/CCcAFT8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OvwgnABU/L8Y1v9pV2X8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GNb/aVdl/L8EDguM1Xb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BA4LjNV2/L/ZVC7+e4j8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2VQu/nuI/L9eeYmQS5r8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XnmJkEua/L+yx4bkRKz8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sseG5ESs/L9rDh1paL78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aw4daWi+/L92ZjdSttD8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dmY3UrbQ/L9EmZiTLuP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RJmYky7j/L++afTo0PX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vmn06ND1/L+Qzu3PnAj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kM7tz5wI/b+T+bSGkRv9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k/m0hpEb/b9EeWQYri79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RHlkGK4u/b88MlRZ8UH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PDJUWfFB/b/D8AfvWVX9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"w/AH71lV/b9zqElc5mj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"c6hJXOZo/b9ZZ8D9lHz9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WWfA/ZR8/b/l2uIUZJD9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5driFGSQ/b/Yzr3aUaT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2M692lGk/b/Yzr3aUaT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Rv3YJEF/L/VG/dgkQX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Rv3YJEF/L+4MiyrRhb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uDIsq0YW/L9WO2HeICf8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vjth3iAn/L+LavuuITj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i2r7riE4/L/cY7C8Skn8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3GOwvEpJ/L9zoySFnVr8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"c6MkhZ1a/L88utldG2z8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PLrZXRts/L+957lsxX38vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vee5bMV9/L8RyK6enI/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EciunpyP/L/foV+goaH8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"36FfoKGh/L+a+WvZ1LP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mvlr2dSz/L8kmw1pNsb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JJsNaTbG/L81YHoYxtj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NWB6GMbY/L/hs0llg+v8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4bNJZYPr/L8qvAeCbf78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KrwHgm3+/L9hb9hRgxH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YW/YUYMR/b/Vu9Z2wyT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1bvWdsMk/b8oyAxYLDj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KMgMWCw4/b8+jrAlvEv9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Po6wJbxL/b8K/jbncF/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Cv4253Bf/b8+CfuRSHP9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Pgn7kUhz/b8XAsT9QIf9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FwLE/UCH/b8YPlX4V5v9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/CUpZ17Z+7/8JSlnXtn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/CUpZ17Z+78S0M7Pr+n7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EtDOz6/p+7+xNqwPJfr7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sTasDyX6+79yzRphwAr8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cs0aYcAK/L9dIM33gxv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XSDN94Mb/L9v8t/ycSz8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b/Lf8nEs/L9VRJNVjD38vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VUSTVYw9/L/xkwz91E78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8ZMM/dRO/L/GP22OTWD8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xj9tjk1g/L++E7pu93H8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vhO6bvdx/L8yche504P8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MnIXudOD/L+M7XYs45X8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jO12LOOV/L9U84QgJqj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VPOEICao/L+e+xiKnLr8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nvsYipy6/L9EH132Rc38vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RB9d9kXN/L9Y7TB/IeD8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WO0wfyHg/L/sNx3gLfP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7Dcd4C3z/L/p2p9vaQb9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6dqfb2kG/b+FYLsz0hn9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hWC7M9IZ/b8Z+8/zZS39vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GfvP82Ut/b+u+KY6IkH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rvimOiJB/b85hfpwBFX9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OYX6cARV/b/zXvXzCWn9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"81718wlp/b8DAh0YMH39vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AwIdGDB9/b/xfCE3dJH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8XwhN3SR/b85st2806X9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ObLdvNOl/b85st2806X9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JDBbbSut+78kMFttK637vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JDBbbSut+78MCcQ0CL37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DAnENAi9+7+nz1AeBs37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p89QHgbN+7/qV4DuJ937vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6leA7ifd+7/WxoV6cO37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1saFenDt+7/X7E6f4v37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1+xOn+L9+78qgTw4gQ78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KoE8OIEO/L9yogANTx/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cqIADU8f/L/bPB7GTjD8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2zwexk4w/L8wsLTagkH8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MLC02oJB/L8r6zp37VL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K+s6d+1S/L8doXFskGT8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HaFxbJBk/L/vOWYbbXb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7zlmG212/L8fu/FghIj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H7vxYISI/L/sMDaJ1pr8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7DA2idaa/L94ZXtGY638vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eGV7RmOt/L8BegeoKcD8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AXoHqCnA/L8K3dEuKNP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ct3RLijT/L8alRTFXOb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GpUUxVzm/L/86t3exPn8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/Ord3sT5/L/0cbCSXQ39vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9HGwkl0N/b9f4m6mIyH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"X+JupiMh/b8aQzG2EzX9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GkMxthM1/b/8F5BSKkn9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/BeQUipJ/b9UbN4LZF39vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VGzeC2Rd/b8ptEyHvXH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KbRMh71x/b+mC++QM4b9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pgvvkDOG/b9DrTInw5r9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NzV08BGX+783NXTwEZf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NzV08BGX+7/mB1fSrKb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5gdX0qym+782i/KVZrb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NovylWa2+78i88Q6Qsb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IvPEOkLG+7+ez7vkQtb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SzqNc/iA+79LOo1z+ID7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SzqNc/iA+79d5ouFS5D7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XeaLhUuQ+79S971jup/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Uve9Y7qf+7/BpIA+SK/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"waSAPkiv+78UImF2+L77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xj+m9t5q+79eP6b23mr7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xj+m9t5q+793y4t/43n7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d8uLf+N5+7/hCNS3/4j7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4QjUt/+I+78mvRvbNpj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Jr0b2zaY+78woH5wjKf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MKB+cIyn+79aI31QBLf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WiN9UAS3+78kaCCdosb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JGggnaLG+79n2X/Da9b7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z9l/w2vW+79iWsxpZOb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YlrMaWTm+7+mA2Bokfb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pgNgaJH2+78Q/Omr9wb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EPzpq/cG/L/vfh8SnBf8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"734fEpwX/L9B5rhEgyj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Qea4RIMo/L/DZ4p2sTn8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"w2eKdrE5/L/a+hguKkv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2voYLipL/L/5hBsR8Fz8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+YQbEfBc/L923nSbBG/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dt50mwRv/L8ScfL5Z4H8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EnHy+WeB/L88g0fwGJT8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PINH8BiU/L+RboDhFKf8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kW6A4RSn/L9vRR76V7r8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b0Ue+le6/L/+qh5j3c38vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/qoeY93N/L+bAdGGn+H8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mwHRhp/h/L9CSzVhmPX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Qks1YZj1/L9fQAHowQn9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"X0AB6MEJ/b8wXRMyFh79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MF0TMhYe/b9VDjutjzL9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VQ47rY8y/b81V49AKUf9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NVePQClH/b8HxmNf3lv9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"B8ZjX95b/b+AbyMQq3D9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gG8jEKtw/b/Am9XEi4X9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wJvVxIuF/b+LwEtsfZr9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ckS/ecVU+79yRL95xVT7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ckS/ecVU+78lutnWc2P7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JbrZ1nNj+7+avhBoNHL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mr4QaDRy+79TWfNOCoH7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U1nzTgqB+7+YMkoK+Y/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mDJKCvmP+79Xg516BJ/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"V4OdegSf+79RV9TyMK77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UVfU8jCu+79Ltv05g737vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"S7b9OYO9+7/qS/mIAM37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6kv5iADN+7/p47KQrtz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6eOykK7c+7/JOyJck+z7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hUnY/Ks++7+FSdj8qz77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hUnY/Ks++78Rw5xm+0z7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EcOcZvtM+7/GSNrZVVv7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xkja2VVb+7/AsyEKvmn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wLMhCr5p+7/weqAMN3j7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8HqgDDd4+78OxGlyxIb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DsRpcsSG+78v8HdYapX7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"L/B3WGqV+7+OceFqLaT7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jnHhai2k+78/6QcAE7P7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"P+kHABOz+7//dTFAIcL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/3UxQCHC+7/8vSEQX9H7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/L0hEF/R+7+t7Toh1OD7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"re06IdTg+79OqVz6iPD7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Tqlc+ojw+7+/CaCyhgD8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vwmgsoYA/L/oNbe61hD8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6DW3utYQ/L+rJlFegiH8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qyZRXoIh/L8StP8SkjL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ErT/EpIy/L+vvCCqDET8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"r7wgqgxE/L8Kks9v9lX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CpLPb/ZV/L/R7qM6UGj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0e6jOlBo/L+37VMkF3v8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t+1TJBd7/L/n9L69RI78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5/S+vUSO/L+VuIKhz6H8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lbiCoc+h/L8G7YqMrLX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Bu2KjKy1/L8wQbWDz8n8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MEG1g8/J/L/mBQn4LN78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5gUJ+Cze/L9hpqVkuvL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YaalZLry/L9NR3+xbgf9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TUd/sW4H/b8bB/Y/Qhz9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gwf2P0Ic/b9JRaerLjH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SUWnqy4x/b+k6rz6Lkb9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pOq8+i5G/b9cvXJAP1v9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XL1yQD9b/b/ktmpIXHD9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5LZqSFxw/b9exYqfg4X9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XsWKn4OF/b+LUiZVs5r9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i1ImVbOa/b+LUiZVs5r9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i1ImVbOa/b+qihk3F6D9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qooZNxeg/b+qihk3F6D9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qooZNxeg/b9r5oKLX6P9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a+aCi1+j/b9r5oKLX6P9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a+aCi1+j/b/qwETxyKj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6sBE8cio/b/qwETxyKj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1HVyQXGR/b+3kP7TjZL9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t5D+042S/b/MyV+OTJf9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zMlfjkyX/b8X8NUMcZ79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F/DVDHGe/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YbsbpnWp/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NeIIyzWG/b8J+VOEzYr9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CflThM2K/b+GWZIyypH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hlmSMsqR/b+wX7CQs5v9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sF+wkLOb/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YbsbpnWp/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EOBRIzl7/b8vCr/zAoL9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Lwq/8wKC/b9OI7MQwYv9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TiOzEMGL/b8jTXChOZn9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I01woTmZ/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YbsbpnWp/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jyj0DPFh/b85/VHhFWT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Of1R4RVk/b+B9W8FXmj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gfVvBV5o/b/OTAR5Fm/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zkwEeRZv/b+LhQRc33j9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i4UEXN94/b/hG2TNlYb9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4RtkzZWG/b+5EI19OJf9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uRCNfTiX/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YbsbpnWp/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ux3zdNBK/b9Xunyq/0r9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"V7p8qv9K/b8QCci9PU39vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EAnIvT1N/b86w6ULp1H9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OsOlC6dR/b8gIDd7nlj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ICA3e55Y/b9vqJOV72L9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b6iTle9i/b/sC/nZmHH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7Av52Zhx/b+B0B/C+IL9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gdAfwviC/b9Szm/0x5X9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Us5v9MeV/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YbsbpnWp/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JjdccdE0/b9RoI5AwzL9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UaCOQMMy/b+3Th25Ni/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t04duTYv/b+6h8iexC39vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uofInsQt/b/ZyO9GaC79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2cjvRmgu/b/97S/mGjH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/e0v5hox/b+TlnJXFzb9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k5ZyVxc2/b9MOcnr+z39vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TDnJ6/s9/b876QyG6En9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O+kMhuhJ/b8PWnsHh1r9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D1p7B4da/b+YN0lyDG39vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mDdJcgxt/b/qi2TnpYD9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6otk56WA/b/I1S5S3pT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yNUuUt6U/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YbsbpnWp/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KPui4YEU/b+BG4bupw79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gRuG7qcO/b8nVh2PTwr9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J1Ydj08K/b982vgaTgj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fNr4Gk4I/b+g1Wx6Ygj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oNVsemII/b9Gualxfgr9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RrmpcX4K/b8WX69F3w79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Fl+vRd8O/b8QyJHKQRb9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EMiRykEW/b/Szw8xvyH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0s8PMb8h/b/lCNGmXy/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5QjRpl8v/b/lCNGmXy/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5QjRpl8v/b+mXu6ZMkL9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pl7umTJC/b+neiW9G1b9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p3olvRtW/b+0tM0nlmr9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tLTNJ5Zq/b/5czWRYX/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+XM1kWF//b+HTP6/XJT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"h0z+v1yU/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YbsbpnWp/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/P8zh3T9/L/oRG8JD/j8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6ERvCQ/4/L/cV0vmG+/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3FdL5hvv/L9zwBZqr+b8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"c8AWaq/m/L+k1Fx8CN/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pNRcfAjf/L8kRMi2kdj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JETItpHY/L9EREj3mtT8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RERI95rU/L+/3DgJ49L8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"v9w4CePS/L+TvE1cKtP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k7xNXCrT/L+dTFRMe9X8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nUxUTHvV/L/4pzPcbNr8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+Kcz3Gza/L8xAJ9XO+P8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MQCfVzvj/L+yFiS2R+78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"shYktkfu/L+yFiS2R+78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"shYktkfu/L+ueXtbNgH9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rnl7WzYB/b/07HpAbBX9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9Ox6QGwV/b+5Qfx2LSr9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uUH8di0q/b/TOaENMT/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0zmhDTE//b+Q9hlxV1T9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kPYZcVdU/b+BVyIukWn9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gVciLpFp/b+clXXp1n79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nJV16dZ+/b8MUJL7I5T9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DFCS+yOU/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YbsbpnWp/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cdVBwsTe/L/YuTPJGNv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2LkzyRjb/L8lv2Nau8/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Jb9jWrvP/L+XfKK2WMT8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"l3yitljE/L/Ou+TN87j8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zrvkzfO4/L/4MH6nkK38vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+DB+p5Ct/L/bcAwyNaL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"23AMMjWi/L86Qwgd65b8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OkMIHeuW/L/IbsOrwov8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yG7Dq8KL/L+/AQ/a2ID8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vwEP2tiA/L/z+uTVaXb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8/rk1Wl2/L8h+oCoim78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IfqAqIpu/L+DJF3e62n8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gyRd3utp/L85CYqll2f8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OQmKpZdn/L+14DkdCGf8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"teA5HQhn/L+6G69ubGj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uhuvbmxo/L/ro3BWQmz8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"66NwVkJs/L/ro3BWQmz8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"66NwVkJs/L9WPop8N3P8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vj6KfDdz/L9WPop8N3P8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vj6KfDdz/L88CsbRz378vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PArG0c9+/L88CsbRz378vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PArG0c9+/L+KIrJt3ZP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iiKybd2T/L8+tmksKqn8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PrZpLCqp/L+iwtT1gb78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"osLU9YG+/L/yKKu/3NP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8iirv9zT/L8gA1GEOOn8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IANRhDjp/L8a5u6VlP78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GubulZT+/L+ppfW48BP9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qaX1uPAT/b+yRJPbTCn9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"skST20wp/b/uUYn6qD79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7lGJ+qg+/b9Bud4XBVT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QbneFwVU/b809jc3YWn9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NPY3N2Fp/b/LNCJcvX79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yzQiXL1+/b+64i2FGZT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uuIthRmU/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YbsbpnWp/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"T5R7Roo8+7/SK0yzfEr7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0itMs3xK+780mjcedFj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NJo3HnRY+79b7/Tlcmb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W+/05XJm+7825vbYe3T7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Nub22Ht0+7+JxMpMkoL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"icTKTJKC+7/nKEEyupD7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5yhBMrqQ+7+zu0dF+J77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s7tHRfie+79SA/tDUq37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UgP7Q1Kt+7/14cQaz7v7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9eHEGs+7+78fcmgDd8r7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H3JoA3fK+79GybnRU9n7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rsm50VPZ+78fVwFKcej7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H1cBSnHo+7/BlZn03Pf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wZWZ9Nz3+79fmtkVpgf8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"X5rZFaYH/L9CfRkZ3Rf8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Qn0ZGd0X/L8xQUpLkij8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MUFKS5Io/L/VOAeZ0zn8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1TgHmdM5/L9VB58Hqkv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VQefB6pL/L+mvAk/F178vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"prwJPxde/L+NDtoVFHH8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jQ7aFRRx/L/ePZqUkYT8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3j2alJGE/L/Abiiwe5j8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wG4osHuY/L/D/Zwsvaz8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"w/2cLL2s/L/HMRtvQsH8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xzEbb0LB/L/mxw4H+9X8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5scOB/vV/L9CDi7o2er8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Qg4u6Nnq/L9VDCoi1f/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VQwqItX//L+Mm9WO5RT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jJvVjuUU/b8j91zOBSr9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I/dczgUq/b/z8egCMj/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8/HoAjI//b+Bqz9iZ1T9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gas/YmdU/b/NOji3o2n9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zTo4t6Np/b8IAliq5X79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CAJYquV+/b9d4D/1K5T9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XeA/9SuU/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YbsbpnWp/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qkCFnbTl+78C7KdLAfb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AuynSwH2+7+5zWJlfgb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uc1iZX4G/L98zbVrLxf8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fM21ay8X/L+iFDjCFyj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ohQ4whco/L/XjPaFOjn8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"14z2hTo5/L9kErp5mkr8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZBK6eZpK/L/nfWvmOVz8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"531r5jlc/L8UlCJvGm78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FJQibxpu/L8Y+/3+PID8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GPv9/jyA/L8dnwq4oZL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HZ8KuKGS/L/5uQHcR6X8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+bkB3Eel/L/fNlTXLbj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3zZU1y24/L8Sn/VHUcv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ep/1R1HL/L/GmgYgr978vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xpoGIK/e/L+g+sm8Q/L8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPrJvEPy/L+NqpQNCwb9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jaqUDQsG/b9R0JvaABr9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UdCb2gAa/b9kQtXSIC79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZELV0iAu/b9FJF+vZkL9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RSRfr2ZC/b+hHklQzlb9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oR5JUM5W/b9nZaLTU2v9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z2Wi01Nr/b/WPECm83/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1jxApvN//b/IjK6MqpT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yIyujKqU/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YbsbpnWp/b9huxumdan9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"myHYK/su+79/UN50GTH7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"f1DedBkx+7+FSdj8qz77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hUnY/Ks++7/Zrd8ZOkz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2a3fGTpM+78XCYr8xFn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"myHYK/su+79hhIbXljH7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YYSG15Yx+7+FSdj8qz77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hUnY/Ks++79Onk4Lr0v7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Tp5OC69L+7+IBmXNnlj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iAZlzZ5Y+7/4hXi6eWX7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+IV4unll+7/fQVDaPXL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"30FQ2j1y+7/beOOJ6H77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"23jjieh++78FFbg6dov7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BRW4OnaL+79UkLMG4pf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VJCzBuKX+78jccrXJKT7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I3HK1ySk+79Y1KUSNLD7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WNSlEjSw+7+BH8oR/7v7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gR/KEf+7+79+dMVaacf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fnTFWmnH+7+j2lOZPdL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"o9pTmT3S+7/lXP9kCdz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5Vz/ZAnc+78b0r/UkeP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"G9K/1JHj+78b0r/UkeP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"G9K/1JHj+786DpegXOX7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Og6XoFzl+786DpegXOX7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Og6XoFzl+7/wzdJWTeT7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8M3SVk3k+7+tvLTc+9/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rby03Pvf+78hyg59JNr7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IcoOfSTa+7+OvIJ5lNL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jryCeZTS+784GUaiZcj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OBlGomXI+79Zm2XBd7r7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WZtlwXe6+784HrgVVKf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OB64FVSn+7/iIw17ApL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4iMNewKS+7+eiGm0qHz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nohptKh8+78C0arVTGf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AtGq1Uxn+78P7QIK8VH7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D+0CCvFR+78g0Uwgljz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"INFMIJY8+7+bIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"myHYK/su+7+P1oRXBzP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j9aEVwcz+7+FSdj8qz77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hUnY/Ks++7/mUz1V/kn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5lM9Vf5J+7+tjFz16FT7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rYxc9ehU+78kDmnvS1/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JA5p70tf+78W9c6O9Wj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FvXOjvVo+7918P2qknH7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dfD9qpJx+7/QLn87jHj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0C5/O4x4+79yrouTtnz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cq6Lk7Z8+79yrouTtnz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cq6Lk7Z8+7/0gMBozXz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9IDAaM18+7/0gMBozXz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9IDAaM18+782zsEmPXr7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ns7BJj16+793f6X8uHT7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d3+l/Lh0+79DInXBTm37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QyJ1wU5t+79WmLd9EWT7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vpi3fRFk+780R7iohFj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NEe4qIRY+786azWKB0r7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Oms1igdK+7/KwoMdzDf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ysKDHcw3+7+bIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hUnY/Ks++79smBUdn0j7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bJgVHZ9I+7+1ESBXvFH7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tREgV7xR+7+IFMZ5pFn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iBTGeaRZ+7/yxrI7rl/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8sayO65f+7/+JE2bmGL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/iRNm5hi+7/+JE2bmGL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/iRNm5hi+797IVMAtmH7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eyFTALZh+7+ZwZmygF37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mcGZsoBd+7/4itkL7lb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+IrZC+5W+7+1VQxRk077vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tVUMUZNO+7+wkVwPO0T7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sJFcDztE+79pkwhYaTf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aZMIWGk3+7+bIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hUnY/Ks++7+LcUKmiEP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i3FCpohD+7+LcUKmiEP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i3FCpohD+78pc9+S+0T7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KXPfkvtE+78pc9+S+0T7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KXPfkvtE+7/t7Nl6ikP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7ezZeopD+7/i1oTz4D77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4taE8+A++7+4kvzq7Tf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uJL86u03+7+f0mB7KC/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n9Jgeygv+7+bIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eI3pp758+7++H499sIb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vh+PfbCG+7+Q6er+lo/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kOnq/paP+7+RF2NY1JX7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kRdjWNSV+7+m7z6pcZn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pu8+qXGZ+7/Yp2c84pr7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2KdnPOKa+7/OuFSKWZr7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zrhUilma+79JkZ4Gk5f7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SZGeBpOX+79RwMlkf5H7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UcDJZH+R+7+GJYQH/oj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hiWEB/6I+7+GJYQH/oj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hiWEB/6I+79myM/Jwnz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZsjPycJ8+79myM/Jwnz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZsjPycJ8+78m04ukrWj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JtOLpK1o+79CH8180VP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Qh/NfNFT+7+FSdj8qz77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zXyOWtN7/L/6kN080m78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+pDdPNJu/L9OTJHCZmH8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TkyRwmZh/L8VL8PCXlP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FS/Dwl5T/L8jOZDSaUT8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IzmQ0mlE/L/eoh5ftzX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3qIeX7c1/L+gqhpUGCX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oKoaVBgl/L+uGc0NxBH8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rhnNDcQR/L/wnt0lZv37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8J7dJWb9+78fmdUCiuj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H5nVAoro+7/4OxqLdtP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+Dsai3bT+781me5eSb77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NZnuXkm++7+5ZjIbD6n7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uWYyGw+p+79dgLCJzZP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XYCwic2T+78Cw9oNiH77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AsPaDYh++795UZAHQGn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eVGQB0Bp+79wVHRl9lP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cFR0ZfZT+7+FSdj8qz77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hulNdqO1/L/nrKq4jKj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"56yquIyo/L8Kth6eL5v8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CrYeni+b/L+gQjd9gI38vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oEI3fYCN/L+nV+rqcH/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p1fq6nB//L/JhaNv73D8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yYWjb+9w/L8nNeK752H8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JzXiu+dh/L+cn62sQ1L8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nJ+trENS/L8udOfG7UH8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LnTnxu1B/L9WwcKC1TD8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VsHCgtUw/L+KZFUv9R78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"imRVL/Ue/L/bzS13VQz8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"280td1UM/L/4UypYDfn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+FMqWA35+7/NmsePPOX7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zZrHjzzl+7/o9goHBNH7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6PYKBwTR+79LuGU5gLz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"S7hlOYC8+78I+jIqx6f7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CPoyKsen+78Hqtjk6JL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"B6rY5OiS+7988J+S8H37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fPCfkvB9+79thgi65Wj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bYYIuuVo+7/+ll2kzVP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/pZdpM1T+7+FSdj8qz77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2pukYqap/L915/2NpJv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"def9jaSb/L/0DpRwSY38vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9A6UcEmN/L/wEsVsin78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8BLFbIp+/L+cqOgCXG/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nKjoAlxv/L/yuPelsl/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8rj3pbJf/L+l1adkg0/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pdWnZINP/L9wTflwxT78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cE35cMU+/L/BNhuwcy38vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wTYbsHMt/L8Hpy8Ijhv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"B6cvCI4b/L+UJSFwGgn8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lCUhcBoJ/L+vT9ySJPb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"r0/ckiT2+79D4vMzvOL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Q+LzM7zi+7+01t4g8877vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tNbeIPPO+7++CCQT27r7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vggkE9u6+7/G9L4jhKb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xvS+I4Sm+7+iaO/++5H7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"omjv/vuR+79uXam8TX37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bl2pvE19+79BwdoSgmj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QcHaEoJo+7/25oPCn1P7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9uaDwp9T+7+FSdj8qz77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TeENgauM/L+VBoiFfn38vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lQaIhX59/L8qWeZr6W38vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Klnma+lt/L+B1bMn5V38vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gdWzJ+Vd/L+qcsTIa038vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qnLEyGtN/L8W4t4TeTz8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FuLeE3k8/L8mqAplCyv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JqgKZQsr/L/g3T4cJBn8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4N0+HCQZ/L/t2ZLJxwb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7dmSyccG/L/oVQEV/vP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6FUBFf7z+79nqa0Y0eD7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z6mtGNHg+79wjSVyTM37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cI0lckzN+79ShUJDfLn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UoVCQ3y5+7+Asl5UbKX7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gLJeVGyl+7/wAL11J5H7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8AC9dSeR+7+SfLspt3z7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kny7Kbd8+79VW4iJI2j7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VVuIiSNo+7+syI9Qc1P7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rMiPUHNT+7+FSdj8qz77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"riu1GlKA/L+7mDHhiHz8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u5gx4Yh8/L9CrBMXrmz8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QqwTF65s/L9u27z3bVz8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"btu8921c/L+16qMaxUv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"teqjGsVL/L8QM7KBsTr8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EDOygbE6/L/bLOPfMin8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2yzj3zIp/L+6rz/+Shf8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uq8//koX/L96qyKv/QT8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eqsir/0E/L8quuapUPL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KrrmqVDy+7/pyro8S9/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6cq6PEvf+79reijR9cv7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a3oo0fXL+7/sw2hfWbj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7MNoX1m4+79ZTsvpfqT7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WU7L6X6k+79i1ykRb5D7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YtcpEW+Q+78st+LIMXz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LLfiyDF8+7/Cnr8uzmf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wp6/Ls5n+7/kB+V5SlP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5AfleUpT+7+FSdj8qz77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GlL0gLRi/L+a2NSrOFv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mtjUqzhb/L9L7ClGbkr8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"S+wpRm5K/L/iD6vFQzn8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4g+rxUM5/L/oEVeWuSf8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6BFXlrkn/L9MKcWN0RX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TCnFjdEV/L86hkL6jgP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OoZC+o4D/L9ekft49vD7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XpH7ePbw+7+rZhe7Dd77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"q2YXuw3e+7/FJ45F28r7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xSeORdvK+79TRaMaZrf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U0WjGma3+79C6ZhltaP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QumYZbWj+7+HT/8w0I/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"h0//MNCP+7+WJREsvXv7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"liURLL17+7+4/xWFgmf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uP8VhYJn+7+40AvQJVP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uNAL0CVT+7+FSdj8qz77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XYuADxc4/L843CxahCb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ONwsWoQm/L8iQpxXnBT8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IkKcV5wU/L8i9/DqYQL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ivfw6mEC/L/Ka0j02O/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ymtI9Njv+7/1POsjBt37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9TzrIwbd+7/uORDF7sn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7jkQxe7J+794TSeMmLb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eE0njJi2+78/5RJfCaP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"P+USXwmj+7+XoTceR4/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"l6E3HkeP+7+YcnJ7V3v7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mHJye1d7+78G/DTYP2f7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Bvw02D9n+7+5kcwsBVP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uZHMLAVT+7+FSdj8qz77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vgH3J2YB/L+bRcVx6e77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m0XFcenu+798bsIBKNz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fG7CASjc+79k0ctOJsn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZNHLTibJ+7/WPzMk6bX7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1j8zJOm1+78Fb3h8daL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BW94fHWi+7+RglFa0I77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kYJRWtCO+78yXSiq/nr7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ml0oqv56+7/NjbUjBWf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zY21IwVn+78KRiw26FL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CkYsNuhS+7+FSdj8qz77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"V+wLrDj1+7/3ZMvQHe77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"92TL0B3u+7/AffuCatv7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wH37gmrb+7/8m7+Qesj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/Ju/kHrI+7+j1qEbUrX7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"o9ahG1K1+78g/Ypv9aH7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IP2Kb/Wh+7/TosHnaI77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"06LB52iO+7+Sw1TSsHr7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ksNU0rB6+79b1hlc0Wb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W9YZXNFm+78wQq+AzlL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MEKvgM5S+7+FSdj8qz77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aLOwhr6N+7/3ScK6L3r7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"90nCui96+7+Czn3iemb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gs594npm+7/Q59NCo1L7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0OfTQqNS+7+FSdj8qz77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZmtY89e8+79ma1jz17z7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZmtY89e8+79RPe6A6L77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UT3ugOi++79RPe6A6L77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UT3ugOi++7/TyD219M77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"08g9tfTO+7/aFG2jI9/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2hRtoyPf+7/pIBDkd+/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SzqNc/iA+78KL9SLOG37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ci/Uizht+7/x9yc/VFn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8fcnP1RZ+7/KeygVT0X7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ynsoFU9F+7/aivdeLDH7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2or3Xiwx+7+bIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Je4VxXbM/L92Brdx3ML8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dga3cdzC/L8KnwV+0Ln8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Cp8FftC5/L95ojijq7H8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eaI4o6ux/L8zZIMlH6v8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M2SDJR+r/L8zZIMlH6v8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M2SDJR+r/L+MyK6g+qf8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jMiuoPqn/L+MyK6g+qf8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jMiuoPqn/L/Oz+DSK6j8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zs/g0iuo/L/Oz+DSK6j8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zs/g0iuo/L82ArC27qr8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NgKwtu6q/L/z49wFjbD8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8+PcBY2w/L9XAu861Lf8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VwLvOtS3/L97CPLd+8D8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ewjy3fvA/L/UnOGCrcz8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Jzhgq3M/L+F52fAwtv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hednwMLb/L/wXak2WO/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8F2pNljv/L+uTEvpeAT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rkxL6XgE/b+UXbRnthn9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lF20Z7YZ/b+KLEVaAS/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/uPjvqn4/L9M1ySbPfT8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TNckmz30/L+PX7QybvL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j1+0Mm7y/L+PX7QybvL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j1+0Mm7y/L8KP1lZwPP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Cj9ZWcDz/L/eh884Z/j8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3ofPOGf4/L/y94Hpbv/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8veB6W7//L82TylQQAj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Nk8pUEAI/b+SvkF/BRP9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kr5BfwUT/b+QZbjzLiD9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YazY1xR8+7+msaAMkYn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"prGgDJGJ+783NXTwEZf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NzV08BGX+79XNNY3m6T7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VzTWN5uk+7/Jbuq4MbL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yW7quDGy+78p08vg27/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KdPL4Nu/+79/qdBLos37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"f6nQS6LN+79gAzC6kNv7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YAMwupDb+7/bT2Unt+n7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"209lJ7fp+78zE25yK/j7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MxNuciv4+78EMqWoCwf8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BDKlqAsH/L9Kemh/fxb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Snpof38W/L+Q/Sv+tSb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kP0r/rUm/L+lmkDw3Df8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pZpA8Nw3/L/4JVwWDUr8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+CVcFg1K/L/QkA71Nl38vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0JAO9TZd/L8XjCpiJnH8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F4wqYiZx/L8MkxoMnYX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DJMaDJ2F/L93235VaJr8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d9t+VWia/L9bMuQBZq/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WzLkAWav/L/1teOVgsT8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9bXjlYLE/L+3xNoistn8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t8TaIrLZ/L+spOCy7e78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rKTgsu3u/L/1Y+6MMQT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9WPujDEE/b/e13X5ehn9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3td1+XoZ/b8ESh8pyC79vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2O/lQzqq+7/FaXh1mbD7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xWl4dZmw+7/XQWG1TbT7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"10FhtU20+78kNDRz2rX7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JDQ0c9q1+79nEDN6ebX7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZxAzenm1+7+puL0w0rL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qbi9MNKy+78IlcK2hKz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CJXCtoSs+79dBSalzqP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XQUmpc6j+79dBSalzqP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XQUmpc6j+783NXTwEZf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NzV08BGX+783NXTwEZf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NzV08BGX+7+ow6UOnYL7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UDwENYYe/b9CaVIodyD9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QmlSKHcg/b/X2bG43CT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"19mxuNwk/b/X2bG43CT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"19mxuNwk/b/X2bG43CT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"19mxuNwk/b9SkC1mnCv9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UpAtZpwr/b8VECKosTT9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FRAiqLE0/b8gqN7YuT/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1kIzUnHt+7+y6Ti8rPn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"suk4vKz5+7+7GTxeoAX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uxk8XqAF/L/OEQkPqw/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zhEJD6sP/L+0DDZJRhX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tAw2SUYV/L/xHdajLRj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8R3Woy0Y/L/8Z/VkTRn8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/Gf1ZE0Z/L+i2qnRvhj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"otqp0b4Y/L9NqNTwzBX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TajU8MwV/L9NqNTwzBX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TajU8MwV/L9XMuPQCxD8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VzLj0AsQ/L9XMuPQCxD8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VzLj0AsQ/L9Eio9tQQP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RIqPbUED/L9Eio9tQQP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RIqPbUED/L/lW0ZZ9e37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5VtGWfXt+783Mq0sndj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NzKtLJ3Y+78QK0LqRMP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hweTVPdd/L82SewtuU78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NknsLblO/L+pjwNjmD78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qY8DY5g+/L/gfxyyby38vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4H8csm8t/L+ViRfoMxv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lYkX6DMb/L9pcnt/AQj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aXJ7fwEI/L9hBExQEvT7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Rv3YJEF/L8GvPHaGRb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Brzx2hkW/L+YmkX68Sb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mJpF+vEm/L+9LOKRHzj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vSzikR84/L+DRR9dp0n8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"g0UfXadJ/L+5F8BtjFv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uRfAbYxb/L+X1ObMz238vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"l9TmzM9t/L+TNZFCcID8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kzWRQnCA/L+ChAZEapP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"goQGRGqT/L864Y1EuKb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OuGNRLim/L+gXnAcU7r8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oF5wHFO6/L/GYAWeMs78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xmAFnjLO/L9rz6M2TuL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a8+jNk7i/L9ufjWInfb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bn41iJ32/L/bPti6GAv9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YP1gTiqK/L9g/WBOKor8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YP1gTiqK/L/czoPj7If8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3M6D4+yH/L/czoPj7If8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3M6D4+yH/L/z5IchsYj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8+SHIbGI/L/z5IchsYj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8+SHIbGI/L8RDxFs6Yv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EQ8RbOmL/L8DmESxjZH8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A5hEsY2R/L9izX+hvJj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ys1/obyY/L8L/dqEHKL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"C/3ahByi/L/feAwnla78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"33gMJ5Wu/L+SegtmTL/8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CCZy4Jyz/L9Id2hEyrP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SHdoRMqz/L848y5IXbb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OPMuSF22/L848y5IXbb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OPMuSF22/L848y5IXbb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OPMuSF22/L/RAq/OWrv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0QKvzlq7/L94ieyagcL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eInsmoHC/L+DIWqObcv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gyFqjm3L/L/9xgcGstb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YKL3hAbm+7/Lpe1FovX7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"y6XtRaL1+7/VG/dgkQX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Rv3YJEF/L/kg4xB4BX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5IOMQeAV/L/KGjjHmib8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Rv3YJEF/L+SncGxWxX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kp3BsVsV/L969EwaxSX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"evRMGsUl/L9ApwB36Db8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QKcAd+g2/L+VwxCO1kj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lcMQjtZI/L8K307ijVv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ct9O4o1b/L9bg+LI+G78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Rv3YJEF/L8aDj04iBP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gg49OIgT/L82NHrAWiL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NjR6wFoi/L9lpd4XvTL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZaXeF70y/L9lpd4XvTL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZaXeF70y/L83R8XdQUH8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N0fF3UFB/L8qUoDTG1H8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KlKA0xtR/L8ep1sm6GH8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HqdbJuhh/L9Zk4ZojXb8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WZOGaI12/L9NKFASv4v8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TShQEr+L/L9cBQY4AqH8vw==\",\"dtype\":\"float64\",\"shape\":[2]}],\"ys\":[{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D/t0yAL0CDwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7dMgC9Ag8D8JiaJhBEHwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CYmiYQRB8D9Uno1cmmDwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VJ6NXJpg8D9Uno1cmmDwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VJ6NXJpg8D9x8wX4PG3wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cfMF+Dxt8D9x8wX4PG3wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cfMF+Dxt8D9x8wX4PG3wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D+xmlSWlCHwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sZpUlpQh8D/OlvAVi0LwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zpbwFYtC8D9WmR444GLwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VpkeOOBi8D9HzJsekYLwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R8ybHpGC8D/1dNE8m6HwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D/TYWJAaCLwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"02FiQGgi8D+SQnCKMETwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kkJwijBE8D/TKdfnVGXwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0ynX51Rl8D8SHMS60YXwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EhzEutGF8D/52DnGo6XwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+dg5xqOl8D/Q/p0PyMTwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0P6dD8jE8D90nsMZPOPwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dJ7DGTzj8D98vgTG/QDxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fL4Exv0A8T98vgTG/QDxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D9lhCaATCPwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZYQmgEwj8D+ldGHd90XwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pXRh3fdF8D949HBW/WfwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ePRwVv1n8D+cb4puWInwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nG+KbliJ8D+573sWBarwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ue97FgWq8D9T8paU/8nwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U/KWlP/J8D/nehuHROnwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"53obh0Tp8D+vyr8U0QfxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"r8q/FNEH8T8an3/OoiXxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gp9/zqIl8T8THM7Rt0LxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8muRUGQyTwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JrkVBkMk8D/Y1Auv5EfwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2NQLr+RH8D8NpsJR32rwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DabCUd9q8D+QPKd/LY3wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kDynfy2N8D9WGtEeyq7wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VhrRHsqu8D902o2BsM/wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dNqNgbDP8D+Y0VtS3O/wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mNFbUtzv8D8nNH21SQ/xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JzR9tUkP8T93fORg9S3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d3zkYPUt8T8wYMqG3EvxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MGDKhtxL8T8YQ6T8/GjxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GEOk/Pxo8T+JL9QwVYXxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iS/UMFWF8T+M1gYr5KDxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jNYGK+Sg8T+M1gYr5KDxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jNYGK+Sg8T+M1gYr5KDxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D/tf1XHTSXwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7X9Vx00l8D+8AOo9+0nwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vADqPftJ8D/S1gO1AW7wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0tYDtQFu8D/nhVSqWpHwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"54VUqlqR8D/ThQ3Z/7PwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"04UN2f+z8D+Oh2xZ69XwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jodsWevV8D9fq0G4F/fwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"X6tBuBf38D9GNSbnfxfxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RjUm538X8T9XLOpjHzfxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VyzqYx838T9GuXRV8lXxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rrl0VfJV8T+/op529XPxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"v6KedvVz8T+jnsJDJpHxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"o57CQyaR8T++Knbugq3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vip27oKt8T9i5VJhCsnxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YuVSYQrJ8T/odetTvOPxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6HXrU7zj8T/odetTvOPxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6HXrU7zj8T+MW+8s9unxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jFvvLPbp8T+MW+8s9unxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D+og1sNbybwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qINbDW8m8D+EBziMQEzwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hAc4jEBM8D/y0OmsbHHwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8tDprGxx8D+NFOi065XwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jRTotOuV8D8jrVcStrnwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I61XEra58D9NXltyxNzwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TV5bcsTc8D8N1xTdD//wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DdcU3Q//8D/fJ2LgkSDxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3ydi4JEg8T860iqIREHxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OtIqiERB8T/CChNwImHxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wgoTcCJh8T/FLRsGJ4DxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xS0bBieA8T8G4a1qTp7xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BuGtak6e8T8jwW6llbvxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I8FupZW78T8DuZCb+tfxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A7mQm/rX8T+oJOsVfPPxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qCTrFXzz8T+9aVvSGQ7yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vWlb0hkO8j9wYmhY1CfyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D+++GyJqSfwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vvhsiakn8D8h50mQuk7wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IedJkLpO8D8MFMQQKnXwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DBTEECp18D9PGCD57prwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Txgg+e6a8D++G3Q8AMDwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vht0PADA8D/cYl/tVOTwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3GJf7VTk8D/07jBa5AfxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9O4wWuQH8T+g7AUqpirxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oOwFKqYq8T+DvWSIkkzxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"g71kiJJM8T/njOpNom3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"54zqTaJt8T/r8Q78zo3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6/EO/M6N8T8c6fPxEq3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HOnz8RKt8T+DV9WRacvxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"g1fVkWnL8T8vQFs2z+jxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"L0BbNs/o8T94tANcQQXyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eLQDXEEF8j/td42iviDyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7XeNor4g8j+8LsG+RjvyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vC7BvkY78j/OsFKW2lTyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zrBSltpU8j8UdOAqfG3yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FHTgKnxt8j8fXYloLoXyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H12JaC6F8j8fXYloLoXyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D+cMi1nACnwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nDItZwAp8D8gLvFzcFHwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IC7xc3BR8D+4Ei7rRXnwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uBIu60V58D9kIexMdqDwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZCHsTHag8D98jmXm9sbwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fI5l5vbG8D8oX6zuvOzwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KF+s7rzs8D9wugSyvRHxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cLoEsr0R8T81C8mv7jXxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NQvJr+418T862vm2RVnxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Otr5tkVZ8T8VkmUYuXvxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FZJlGLl78T+vpDXWP53xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"r6Q11j+d8T9EHrLu0b3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RB6y7tG98T9D8dhdaN3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Q/HYXWjd8T+foRtH/fvxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n6EbR/378T89lTYxjBnyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PZU2MYwZ8j88fgsBEjbyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PH4LARI28j+GAWUOjVHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hgFlDo1R8j9EF7E1/WvyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RBexNf1r8j+EO1rGY4XyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hDtaxmOF8j+9jwVPw53yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vY8FT8Od8j/G9ovEH7XyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xvaLxB+18j+1g85GfsvyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D+VzYVidyrwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lc2FYncq8D81RGqyalTwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NURqsmpU8D+xMR6mzn3wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sTEeps598D/gnwlml6bwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4J8JZpem8D94aDWYuM7wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eGg1mLjO8D9oOPx6JfbwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aDj8eiX28D+jVeIE0RzxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"o1XiBNEc8T+CJBEIrkLxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"giQRCK5C8T9NDeJkr2fxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TQ3iZK9n8T80o/lAyIvxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NKP5QMiL8T8NkLhQ7K7xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DZC4UOyu8T+4ghgbENHxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uIIYGxDR8T/mzb0fKfLxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5s29Hyny8T/tdeQqLhLyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7XXkKi4S8j8ZJjewFzHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GSY3sBcx8j8BYvbH307yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AWL2x99O8j/8SiiDgmvyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/Eoog4Jr8j9SlIDn/YbyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UpSA5/2G8j+ZhpfnUaHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mYaX51Gh8j/PR4l+gLryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z0eJfoC68j81SKh2jdLyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NUiodo3S8j8cu48ufunyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HLuPLn7p8j9w6eCFWf/yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cOnghVn/8j+2+XKhJxTzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tvlyoScU8z94jt+p8SfzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eI7fqfEn8z94jt+p8SfzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8VaGLmEizwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FWhi5hIs8D/sMmORs1fwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7DJjkbNX8D9nsugR1oLwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z7LoEdaC8D8H1rSNba3wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"B9a0jW2t8D/NXr9AbNfwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zV6/QGzX8D+Z8QOLwwDxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mfEDi8MA8T9j2pT/YynxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Y9qU/2Mp8T8fo8KFPVHxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H6PChT1R8T/lMb6AP3jxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5TG+gD948T8iYtYMWZ7xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ImLWDFme8T+ZQ4laecPxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mUOJWnnD8T8XcIwEkOfxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F3CMBJDn8T9Wjz1njQryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vo89Z40K8j8fU2IUYyzyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H1NiFGMs8j/lIH1QBE3yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5SB9UARN8j/yWiOQZmzyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8lojkGZs8j/gUIeZgYryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4FCHmYGK8j/JTCIHUKfyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yUwiB1Cn8j/48kZIz8LyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+PJGSM/C8j8rG/Gi/9zyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Kxvxov/c8j+6A6JB5PXyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ugOiQeT18j/cChDfgg3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3AoQ34IN8z9Duvhv4yPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Q7r4b+Mj8z9F4EnlDznzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ReBJ5Q858z8Q6ULFE03zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EOlCxRNN8z86/W7B+1/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ov1uwftf8z8NV7dU1XHzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D9C8Xzv7yzwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QvF87+8s8D90tkQ9eVnwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dLZEPXlZ8D8KNiDvj4XwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CjYg74+F8D+m1C3zJrHwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D+1PiMb2C3wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tT4jG9gt8D8C/EdWV1vwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AvxHVldb8D/Q7e4CcojwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0O3uAnKI8D/miA4nG7XwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D/lQrAjzC7wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5UKwI8wu8D89mKy4T13wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PZisuE9d8D/2EP23f4vwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9hD9t3+L8D8bRli3T7nwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"G0ZYt0+58D/+h0nGsebwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/odJxrHm8D8A+Yg0lhPxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"APmINJYT8T/PlrN66z/xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z5azeus/8T9wu3kKnmvxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cLt5Cp5r8T+KhExEmJbxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ioRMRJiW8T/t5sZwwsDxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7ebGcMLA8T+6xHDfAurxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"usRw3wLq8T98Xf43PhLyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fF3+Nz4S8j/g303mVznyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4N9N5lc58j9er3/bMl/yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xq9/2zJf8j/eEiaJsoPyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3hImibKD8j8Pk7z3u6byPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D5O897um8j+2+rUSN8jyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tvq1EjfI8j9Q0B4YEOjyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UNAeGBDo8j/yBaW0OAbzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8gWltDgG8z/THwyuqCLzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0x8Mrqgi8z82J+NhXj3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NifjYV498z9Kls2wXlbzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SpbNsF5W8z8GHVNxtG3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Bh1TcbRt8z+PsA9Jb4PzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j7APSW+D8z+mHvLDopfzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ph7yw6KX8z/xs9YfZarzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8bPWH2Wq8z++DX0qzrvzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vg19Ks678z+ZX7RG9svzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mV+0RvbL8z/r3h+j9drzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"694fo/Xa8z9Fiorp4+jzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RYqK6ePo8z/o+IGi1/XzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D+cSmvezC/wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nEpr3swv8D+RaJ1dZF/wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kWidXWRf8D8zs9C/vI7wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M7PQv7yO8D+Xx8vWyr3wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"l8fL1sq98D/d4gnKgezwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3eIJyoHs8D/wquvf0hrxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8Krr39Ia8T930NUzrUjxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d9DVM61I8T9PvgNq/XXxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"T74Dav118T9j1ut0raLxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Y9brdK2i8T88o8g9pM7xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAA8D8sS2UD2zDwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LEtlA9sw8D+ou2ZLl2HwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qLtmS5dh8D8EfqMOLZLwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BH6jDi2S8D+l5Aoxk8LwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"peQKMZPC8D93Assev/LwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dwLLHr/y8D8sUxhupCLxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LFMYbqQi8T+83pJrNFLxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vN6SazRS8T8DOW2sXYHxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AzltrF2B8T+vNVLCC7DxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rzVSwguw8T9PZ51eJt7xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"T2edXibe8T9RyxPLkAvyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UcsTy5AL8j/6IXqBKTjyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+iF6gSk48j9SD7NtyWPyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ug+zbclj8j8CqsPmQ47yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AqrD5kOO8j/gSBz9ZrfyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4Egc/Wa38j+6sUGb/N7yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"urFBm/ze8j8mLOjgzATzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Jizo4MwE8z9yS+mroSjzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ckvpq6Eo8z8VSqYxS0rzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FUqmMUtK8z/jA5vUpGnzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4wOb1KRp8z++pA8qmYbzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vqQPKpmG8z/TVYBcJKHzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"01WAXCSh8z+SKR3QU7nzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kikd0FO58z+IZV2nQ8/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iGVdp0PP8z96gOiUGuPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eoDolBrj8z+e89OnBfXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nvPTpwX18z9/LBVWNAX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fywVVjQF9D8q3H2M1RP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ktx9jNUT9D/AY1HnFSH0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wGNR5xUh9D8IHHwSHi30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CBx8Eh4t9D/M/vKTEjj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zP7ykxI49D9kU4blE0L0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZFOG5RNC9D8l3QZjPkv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Jd0GYz5L9D8CkeDGqlP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ApHgxqpT9D8CkeDGqlP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ApHgxqpT9D/doHxns1X0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3aB8Z7NV9D/doHxns1X0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3aB8Z7NV9D+q/Ho061b0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qvx6NOtW9D+q/Ho061b0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qvx6NOtW9D9ol0zI5Fj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aJdMyORY9D9ol0zI5Fj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rPWT5Umi9z9cmqnna5D3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XJqp52uQ9z+c6ldfrFf3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nOpXX6xX9z/OZzon6SH3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zmc6J+kh9z+BpcGt0en2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gaXBrdHp9j+BpcGt0en2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0DTCvbR29z91IJtKKD/3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dSCbSig/9z/3V/dglgr3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"91f3YJYK9z8oezPbytf2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KHsz28rX9j/8qJzEv6X2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/KicxL+l9j/8qJzEv6X2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oYuLRAkh9z9Prk2A3e32Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"T65NgN3t9j8NOvLRY7z2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DTry0WO89j9sU+hbL4z2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bFPoWy+M9j93rHfbrWH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d6x3261h9j93rHfbrWH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qtf6Fptk9z+Cnx+Bfyz3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gp8fgX8s9z8FISKVg/j2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BSEilYP49j8hY5ooOcf2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IWOaKDnH9j9Rt36bY5f2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ubd+m2OX9j/KyYqRrWj2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ysmKka1o9j9047mcqj/2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dOO5nKo/9j/yr1Lymx32Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8q9S8psd9j/yr1Lymx32Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2OqikkRh9z+TrP9nHif3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k6z/Zx4n9z9CbCkjVvL2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QmwpI1by9j8mdWuBS8H2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JnVrgUvB9j8qDLgUh5L2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Kgy4FIeS9j9mcd4FvGT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZnHeBbxk9j9gShNs/Df2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YEoTbPw39j+32yVpARL2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t9slaQES9j8oedyQBPP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KHnckATz9T9usy0Jitn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"brMtCYrZ9T9usy0Jitn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rPWT5Umi9z9Dxwg+84P3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Q8cIPvOD9z8NLVa2IkP3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DS1WtiJD9z/MpYCFEgj3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zKWAhRII9z8vByYka9P2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LwcmJGvT9j8S9bMqaqP2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EvWzKmqj9j8k2NOCV3b2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JNjTgld29j8X6ZZ4qUr2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F+mWeKlK9j+eXCRCYx/2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nlwkQmMf9j8M0tcJefb1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DNLXCXn29T/RVrvj99X1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Va74/fV9T9YOd/m/bv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WDnf5v279T9efTmj5ab1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xn05o+Wm9T/otgggeJX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6LYIIHiV9T/otgggeJX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JEsQm0xr9z8ZGsseDiz3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GRrLHg4s9z+iLO08J+z2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oiztPCfs9j+eK+K3ALX2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nivitwC19j+gY4cmZIT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oGOHJmSE9j/+kv7dalj2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/pL+3WpY9j821DNTNC/2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NtQzUzQv9j/T3QC89gb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"090AvPYG9j/oueVXjN/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6LnlV4zf9T+kTcXw8L/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pE3F8PC/9T+kTcXw8L/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pE3F8PC/9T+WvMboL6H1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lrzG6C+h9T9KmG7zjon1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Sphu846J9T91Z71w93b1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dWe9cPd29T/+owZu/Wf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/qMGbv1n9T++30m6rlv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vt9Juq5b9T9kuuM2ZlH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZLrjNmZR9T9kuuM2ZlH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rPWT5Umi9z82SWSoQX/3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NklkqEF/9z8cpIrPhEP3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HKSKz4RD9z9kghdSEQf3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZIIXUhEH9z+7xpSIqsn2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u8aUiKrJ9j/EYcbFBIv2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xGHGxQSL9j/s7LUrb1X2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7Oy1K29V9j/UYWAM4yf2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1GFgDOMn9j+PdsavFgD2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j3bGrxYA9j9YJGiPzNv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WCRoj8zb9T8I/E/9r7j1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CPxP/a+49T/gpLpY9JX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4KS6WPSV9T/4kRaLyXr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+JEWi8l69T/4kRaLyXr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+JEWi8l69T90YhFd8Vz1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dGIRXfFc9T8CGroQ/Uf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ahq6EP1H9T+xoLZanzj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"saC2Wp849T+62ecP7Cz1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"utnnD+ws9T8OmHpewCP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Dph6XsAj9T8iiqB2Zxz1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ioqgdmcc9T/5+E3LaRb1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+fhNy2kW9T8CEbKMdhH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AhGyjHYR9T/evb5NVA31Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3r2+TVQN9T/evb5NVA31Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rPWT5Umi9z8IuSYfQ5D3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CLkmH0OQ9z+lyOFPjFj3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pcjhT4xY9z8R67YJ4CD3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Eeu2CeAg9z84eIsoOen2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OHiLKDnp9j9YcZU2j7H2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WHGVNo+x9j9ijaqO1Xn2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Yo2qjtV59j8LJr+p+kH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Cya/qfpB9j998BO74gn2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ffATu+IJ9j+yGgI8WtH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"shoCPFrR9T+gnmnY/Jf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oJ5p2PyX9T/Aavu4SWf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wGr7uEln9T86v+qd0UP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Or/qndFD9T+8u3An7Sj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vLtwJ+0o9T8Jz2gMWxP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Cc9oDFsT9T/ZwltH/f70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2cJbR/3+9D/IT59hC+70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yE+fYQvu9D/IT59hC+70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yE+fYQvu9D9sCQ/q+d/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bAkP6vnf9D9sCQ/q+d/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bAkP6vnf9D/e6rqqQtT0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3uq6qkLU9D/e6rqqQtT0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3uq6qkLU9D82MNm5Vcr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NjDZuVXK9D8J+ewPssX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CfnsD7LF9D9y4p3NZsP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cuKdzWbD9D8i7QwaW8L0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Iu0MGlvC9D8nUkutDML0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J1JLrQzC9D9CEwnwNcL0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QhMJ8DXC9D/90UshrsL0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/dFLIa7C9D96LxTRW8P0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ei8U0VvD9D8qyNI3LsT0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KsjSNy7E9D/W4s7gGcX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1uLO4BnF9D/DG1fIFsb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wxtXyBbG9D/Q4vMfH8f0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0OLzHx/H9D/nF/CsLsj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5xfwrC7I9D9awZlkQsn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WsGZZELJ9D9awZlkQsn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"78DIt2ZB8D82d8ZJPnPwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NnfGST5z8D9T251/CKXwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U9udfwil8D+LdUYLv9bwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i3VGC7/W8D9cQVJgWgjxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XEFSYFoI8T9FkpRp0TnxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RZKUadE58T+FIYwGGWvxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hSGMBhlr8T90ZlejI5zxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dGZXoyOc8T9Mthqr4MzxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TLYaq+DM8T8ExeuNO/3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BMXrjTv98T92x9GDGi3yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dsfRgxot8j/mHvI4XVzyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5h7yOF1c8j+X1pOX24ryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"l9aTl9uK8j/KYCg4Y7jyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ymAoOGO48j/jIKXlteTyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4yCl5bXk8j+9wTSUiA/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vcE0lIgP8z8lAeLBgzjzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JQHiwYM48z8Gy27yRl/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Bstu8kZf8z+xY0BucYPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sWNAbnGD8z/usxROr6TzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7rMUTq+k8z/5soUYyMLzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+bKFGMjC8z8LKIDJqd3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CyiAyand8z/+SJtAa/XzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/kibQGv18z+ZB0yPRAr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mQdMj0QK9D8HdiJJghz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"B3YiSYIc9D8ALHSueCz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ACx0rngs9D90a2g8ejr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dGtoPHo69D/iH60d0kb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4h+tHdJG9D++SiWUwVH0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vkollMFR9D8yiv8zgFv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Mor/M4Bb9D+qH0NGPGT0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qh9DRjxk9D/4CtQqHGz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+ArUKhxs9D9avI3FP3P0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WryNxT9z9D/zgqwFwXn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"84KsBcF59D8yyFfbtX/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MshX27V/9D/UxHR7MIX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1MR0ezCF9D/UxHR7MIX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K9CX0if18D/FQ7IesB/xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xUOyHrAf8T9kOSHHhUnxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZDkhx4VJ8T9RWfcXlnLxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UVn3F5Zy8T8+K7pezZrxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Piu6Xs2a8T/YnMwZF8LxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2JzMGRfC8T+BdUZcXujxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gXVGXF7o8T/WJSQ/jg3yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1iUkP44N8j9h72JjkjHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ye9iY5Ix8j9h+hGZV1TyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YfoRmVdU8j/cFNGWzHXyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3BTRlsx18j/Vj9ix4pXyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Y/YseKV8j9/iyNcjrTyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"f4sjXI608j/P2Vmyx9HyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z9lZssfR8j9qLl62iu3yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ai5etort8j/Kd2x/1wfzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yndsf9cH8z9uGxYhsiDzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bhsWIbIg8z9xAOYQIjjzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cQDmECI48z+yKoHtMU7zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"siqB7TFO8z8uI/Dp7mLzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LiPw6e5i8z/NMOUuaHbzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zTDlLmh28z+k5LQ8rojzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pOS0PK6I8z/idwtY0pnzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4ncLWNKZ8z/eaWAL5qnzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3mlgC+ap8z9GzwXA+rjzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rs8FwPq48z9GzwXA+rjzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NQ67wWdN8D9dK5WgU1XwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XSuVoFNV8D8K+UnSI4jwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CvlJ0iOI8D+DeUki/7rwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"g3lJIv+68D+zbI6Y4u3wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BLcLn92N8D/GTr5vMZjwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xk6+bzGY8D+P9W67NczwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j/VuuzXM8D+9r9kJZQDxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"va/ZCWUA8T84+DOvwTTxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OPgzr8E08T97FS6sTmnxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"exUurE5p8T84yBpSEJ7xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OMgaUhCe8T8DlAnQC9PxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A5QJ0AvT8T8yLN4pSAjyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MizeKUgI8j/HImytzz3yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xyJsrc898j/eHt9FsHPyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3h7fRbBz8j/g/nAq/qnyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4P5wKv6p8j+pAU4p2eDyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qQFOKdng8j+nzvC7cxjzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p87wu3MY8z/qWUsUJFHzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6llLFCRR8z8r6CPSjYvzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K+gj0o2L8z9c9Xlu5sjzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XPV5bubI8z9c9Xlu5sjzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XPV5bubI8z+budkz6OvzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m7nZM+jr8z+budkz6OvzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m7nZM+jr8z+Uzs9VuQb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lM7PVbkG9D8sbOk5rx70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LGzpOa8e9D91XEChAS70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dVxAoQEu9D9lvKWV1jn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZbylldY59D876KsG1EP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O+irBtRD9D+4Pst5Okz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uD7LeTpM9D+AGs6cz1L0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gBrOnM9S9D/HbtpXjlb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"x27aV45W9D+E+G/BH1j0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hPhvwR9Y9D88krULSlj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PJK1C0pY9D+rp5a1d1f0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"q6eWtXdX9D9o+r2l51X0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aPq9pedV9D+4DzTTtVT0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5k1NoVUK8T/U5qwFMB3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1OasBTAd8T+Z7riNWVTxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"me64jVlU8T/qA7ycJIzxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6gO8nCSM8T+resI5ssTxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"q3rCObLE8T93n4+ILv7xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d5+PiC7+8T8tYyCq1zjyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LWMgqtc48j8XmqgcA3XyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F5qoHAN18j+AaUvtHLPyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gGlL7Ryz8j/DEElLZvPyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wxBJS2bz8j/DEElLZvPyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wxBJS2bz8j9Id0Arqh/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SHdAK6of8z9Id0Arqh/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SHdAK6of8z/b/auFVkTzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2/2rhVZE8z96W+Ld9WXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"elvi3fVl8z8E8aoZB4DzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BPGqGQeA8z8vVlEhiZXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"L1ZRIYmV8z+oBDTxTKjzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qAQ08Uyo8z9fOrNB87jzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XzqzQfO48z9u1d5TnsfzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"btXeU57H8z+HDfBXf83zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HuvddmuY8T+bIyEkodLxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"myMhJKHS8T84AKQoHA7yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OACkKBwO8j/9uhf5LUvyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/boX+S1L8j+j7QK5LoryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"o+0CuS6K8j+njP/EFMvyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p4z/xBTL8j+njP/EFMvyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p4z/xBTL8j+ij6IL5/byPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oo+iC+f28j8xgwBQWCHzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MYMAUFgh8z8ANDhU70HzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ADQ4VO9B8z9JBOQi7FvzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SQTkIuxb8z/Qsc++E3LzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0LHPvhNy8z9lEgBQpoXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZRIAUKaF8z9FEa1/kJDzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KOQnSY8g8j9F8zs1fGDyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RfM7NXxg8j9F8zs1fGDyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RfM7NXxg8j+r6inNSZbyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"q+opzUmW8j+r6inNSZbyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"q+opzUmW8j8sYFPiG8PyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LGBT4hvD8j9bvU9GGu7yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W71PRhru8j/4k5Jm7Q/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+JOSZu0P8z90DZmzdyvzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dA2Zs3cr8z+Ty0DA7SvzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U2tVfgpJ8j+Q52xFPoPyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kOdsRT6D8j/j/F5P/77yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4/xeT/++8j86nnZaOfPyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Op52Wjnz8j/jRYjLvx7zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"40WIy78e8z9s9XSMy0PzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bPV0jMtD8z8gbuSCo2TzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IG7kgqNk8z8kU0honoPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JFNIaJ6D8z//qiWzYKLzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/6ols2Ci8z/zcvFoqbrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"83LxaKm68z/zcvFoqbrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"83LxaKm68z/CI6tDbdDzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wiOrQ23Q8z/CI6tDbdDzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wiOrQ23Q8z9GZRHiKebzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RmUR4inm8z8W8LzW+fPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FvC81vnz8z/KyyqpDP3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9AnwjswJ9j+QikSvm9X1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kIpEr5vV9T++5DxKb6L1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vuQ8Sm+i9T8imYNf3nD1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IpmDX95w9T85F0r6/0H1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ORdK+v9B9T/iOIpLhRv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4jiKS4Ub9T9K7V/62fn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Su1f+tn59D+qhtUuTd70Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qobVLk3e9D8qEosIxMr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KhKLCMTK9D8Gfkelxbz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Bn5HpcW89D9CeH+lKrL0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Qnh/pSqy9D+WAKbTman0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lgCm05mp9D+1pxYHSqL0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tacWB0qi9D85llhqxJv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OZZYasSb9D9S/W2JwJX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Uv1ticCV9D9O6QM8D5D0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TukDPA+Q9D8QNZYMkYr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EDWWDJGK9D/UxHR7MIX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AphoGGhc9z+izQEuaCj3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"os0BLmgo9z+TAGiqE/X2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kwBoqhP19j+yHMKsjsL2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"shzCrI7C9j8kGQJ4CJH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JBkCeAiR9j+MRbLPvmD2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jEWyz75g9j99I+oEAjL2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fSPqBAIy9j9quQ5QOAX2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"arkOUDgF9j9Q18N03Nr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UNfDdNza9T8GKjjydLP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Bio48nSz9T9irYl1gY/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Yq2JdYGP9T+SpbiHW2/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kqW4h1tv9T+TOzGfHVP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kzsxnx1T9T/5uFLMmzr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+bhSzJs69T/wHbCfcyX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8B2wn3Ml9T/AwXrrJhP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wMF66yYT9T/8lrLTNAP1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/Jay0zQD9T/vwA0JKfX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"78ANCSn19D8CjmzUoOj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ao5s1KDo9D9zwcczS930Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"c8HHM0vd9D8cF8CP59L0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HBfAj+fS9D9awZlkQsn0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mMqEEtSC9z+w8UINJ1H3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sPFCDSdR9z9eu8vNbiD3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XrvLzW4g9z/MAnW91fD2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zAJ1vdXw9j9WU7bZjcL2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VlO22Y3C9j/2bsk40pX2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9m7JONKV9j+ngssJ5Wr2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p4LLCeVq9j/12rgiDUL2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9dq4Ig1C9j/hyrOpkBv2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4cqzqZAb9j/qmLHcrPf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6pix3Kz39T8CNTghjtb1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AjU4IY7W9T90si9fSLj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dLIvX0i49T8w3V5Z05z1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MN1eWdOc9T9OTd8MDYT1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Tk3fDA2E9T+oIAt1v231Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qCALdb9t9T883OfWqFn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PNzn1qhZ9T8e6vVSg0f1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Hur1UoNH9T9HWJSFCjf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R1iUhQo39T+LVzf4/if1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i1c3+P4n9T9ok4sGKBr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aJOLBiga9T/evb5NVA31Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"C/QqIwN19z9mfyIQtkb3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Zn8iELZG9z82LQAlthn3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ni0AJbYZ9z93r1oxL+72Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d69aMS/u9j+mUQyfT8T2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"plEMn0/E9j+/cYYIRpz2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"v3GGCEac9j/t0HLGPnb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7dByxj529j8cVqypX1L2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HFasqV9S9j88Tv0axDD2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PE79GsQw9j9W3g82ehH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vt4PNnoR9j9yHHEKgfT1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"chxxCoH09T+r3L7GyNn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"q9y+xsjZ9T9m+uX3NMH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Zvrl9zTB9T99u55vn6r1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fbueb5+q9T8yTuv125X1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Mk7r9duV9T9auz3Au4L1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Wrs9wLuC9T9KqroVEHH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Sqq6FRBx9T+JblonrGD1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iW5aJ6xg9T9kuuM2ZlH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rPWT5Umi9z/0mbPCeZf3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9JmzwnmX9z/88xGcYmv3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/PMRnGJr9z9G+95gr0D3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RvveYK9A9z9Y6IFwghf3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WOiBcIIX9z9+7mxS/e/2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fu5sUv3v9j/pd06QPsr2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6XdOkD7K9j+OQq45YKb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jkKuOWCm9j84qS5fdYT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OKkuX3WE9j8FuWRYiGT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BblkWIhk9j/xqBkfmkb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8agZH5pG9j9JbRQSoir2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SW0UEqIq9j8mj6v0jhD2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Jo+r9I4Q9j/9ll5LSPj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/ZZeS0j49T+qVJgisOH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qlSYIrDh9T/S7mQ1pcz1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0u5kNaXM9T9w6TyyBLn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cOk8sgS59T/OZzGpq6b1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zmcxqaum9T/otgggeJX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rPWT5Umi9z8Srx9noo/3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Eq8fZ6KP9z+gcwnT9mb3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oHMJ0/Zm9z9SGFl5zz/3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UhhZec8/9z+LA+D7Qhr3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iwPg+0Ia9z8+LZw7ZPb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Pi2cO2T29j/asC9LQdT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2rAvS0HU9j8qy5km4rP2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KsuZJuKz9j/KrsU1SJX2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yq7FNUiV9j9jK6Yzbnj2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YyumM2549j/ywdemSF32Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8sHXpkhd9j8OZTuSxkP2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DmU7ksZD9j+tBfF30iv2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rQXxd9Ir9j/MW6XGUxX2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zFulxlMV9j969qnuLwD2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"evap7i8A9j+fLiBFS+z1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ny4gRUvs9T9usy0Jitn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+NYTqw+N9z9ZUMN2qGf3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WVDDdqhn9z8IeMESyUP3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CHjBEslD9z87qNkifCH3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O6jZInwh9z/1Y6jsxwD3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9WOo7McA9z+4zUXkreH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uM1F5K3h9j8onP+CKsT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KJz/girE9j94WcSTNaj2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eFnEkzWo9j/vhVyNwo32Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"74VcjcKN9j+GwfhswXT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hsH4bMF09j9cyYpZH132Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XMmKWR9d9j/mHj1Wx0b2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5h49VsdG9j8+fYYkozH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Pn2GJKMx9j/yr1Lymx32Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s795Uets9z8UlSYZ9Uv3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FJUmGfVL9z9WSzh2dyz3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vks4dncs9z+BTbzsbw73Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gU287G8O9z/vaaFH2PH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"72mhR9jx9j/eytDsptb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3srQ7KbW9j/NZYJfz7z2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zWWCX8+89j+anzuTQqT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mp87k0Kk9j8Iasmi74z2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CGrJou+M9j9ZViBnxHb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WVYgZ8R29j93rHfbrWH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rPWT5Umi9z/dl/X53ZX3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3Zf1+d2V9z/gVeevEHb3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4FXnrxB29z+6tSQdn1f3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"urUkHZ9X9z8YJb1bhDr3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GCW9W4Q69z96Xu/KuB73Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"el7vyrge9z8WKUdDMgT3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FilHQzIE9z+3kG6a5Or2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t5BumuTq9j958LfwwdL2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"efC38MHS9j8nvjgIu7v2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J744CLu79j/8qJzEv6X2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xsfvv4aR9z8ELW2XD3f3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BC1tlw939z8NKn+SqV33Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DSp/kqld9z/1YvyRSUX3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9WL8kUlF9z8GouaW4y33Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gsulx64B8D8ay6XHrgHwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gsulx64B8D/vJD9JVAfwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7yQ/SVQH8D/vJD9JVAfwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7yQ/SVQH8D/eJu4UwzLwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3ibuFMMy8D/R4CDmtl3wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0eAg5rZd8D8K+UnSI4jwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BqLmluMt9z8W0NHOzxT3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FtDRzs8U9z+7j/HQ0vz2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u4/x0NL89j8MZ+C83uX2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DGfgvN7l9j/nh6j95M/2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"54eo/eTP9j8gbPtLj832Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gaXBrdHp9j8m5cXMDa/2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JuXFzA2v9j+YraDYd3P2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mK2g2Hdz9j8wjVLjrzb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MI1S46829j+izJOlK/j1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"osyTpSv49T+izJOlK/j1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"osyTpSv49T/VKcahesL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1SnGoXrC9T/VKcahesL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1SnGoXrC9T844k3TSJr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OOJN00ia9T844k3TSJr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OOJN00ia9T8wfZBv+Xn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MH2Qb/l59T/UKixLOF31Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1CosSzhd9T8RkwA4u0f1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EZMAOLtH9T+kly4+8TX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pJcuPvE19T/5148BSSb1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+dePAUkm9T9QgYkcORj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UIGJHDkY9T/rRESpnwv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"60REqZ8L9T80JXlHKAL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NCV5RygC9T9ZdrZkR/v0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WXa2ZEf79D8gft8JIvb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gaXBrdHp9j9+ixciian2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fosXIomp9j8MjWuPKWj2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DI1rjylo9j8MjWuPKWj2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DI1rjylo9j+1qlhScDb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tapYUnA29j8u1KZvEwb2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LtSmbxMG9j+lHj3hUuD1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pR494VLg9T9bFm7T7MH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WxZu0+zB9T8m/FOOzKf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JvxTjsyn9T9ecRrfZJD1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N8TJf3h28T/+CWTzgKnxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/glk84Cp8T+j5wJgfdzxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"o+cCYH3c8T9Y+Ph1ZA/yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WPj4dWQP8j8bD3a/KULyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gw92vylC8j+/hm29vHTyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"v4Ztvbx08j+S1C2VBqfyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ktQtlQan8j9AuzqX59jyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QLs6l+fY8j/PjDTtMQrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z4w07TEK8z/KT/+IojrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yk//iKI68z/5/qQl12nzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+f6kJddp8z8sD/QXP5fzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LA/0Fz+X8z+hOPJWCsLzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oTjyVgrC8z/uZ2reK+nzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7mdq3ivp8z8Nrp7bigv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Da6e24oL9D+LUulmcCj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i1LpZnAo9D+EMjDm5T/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hDIw5uU/9D9Y4tyLn1L0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WOLci59S9D/Y99nflWH0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2PfZ35Vh9D/sBLM+sm30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7ASzPrJt9D+7+O1qrXf0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u/jtaq139D+l0sNGEID0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pdLDRhCA9D9uXjAnPYf0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bl4wJz2H9D+CdttCeo30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gnbbQnqN9D/Q91vO+pL0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0PdbzvqS9D8NXyht5Jf0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JmX5mu//8j8aoR610DHzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GqEetdAx8z/HBH87mVrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xwR/O5la8z/CGkeI1nzzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"whpHiNZ88z/nR0++1ZrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"50dPvtWa8z/qi7MThrfzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6ouzE4a38z93NORIctTzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dzTkSHLU8z8rX7SwBurzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K1+0sAbq8z8rX7SwBurzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K1+0sAbq8z/KyyqpDP3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yssqqQz98z/KyyqpDP3zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yssqqQz98z+Alj6SBQ/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jm4ZUBm/9j8aA1/904/2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GgNf/dOP9j93rHfbrWH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d6x3261h9j93rHfbrWH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d6x3261h9j93rHfbrWH2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d6x3261h9j/6/Q0HoTj2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+v0NB6E49j9r9KERERT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a/ShEREU9j9quSn8cfT1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"US5yysl+8z/nVSUns7TzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"51UlJ7O08z/FyL1bLOvzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xci9Wyzr8z9wSDTxLxz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cEg08S8c9D+aWCiYmTv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mlgomJk79D9HdEBAwlD0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R3RAQMJQ9D/ISC5v/V/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yEgub/1f9D9qb3tA7m30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"am97QO5t9D8g2yycjnj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"INssnI549D8g2yycjnj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"INssnI549D/UNpla53/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1DaZWud/9D/UNpla53/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1DaZWud/9D/IFwzjp4X0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yBcM46eF9D/IFwzjp4X0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yBcM46eF9D8SQLsgt4f0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EkC7ILeH9D/9iwCeAof0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/YsAngKH9D/UxHR7MIX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"brMtCYrZ9T/Qav+Teav1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Gr/k3mr9T9Iz48uZID1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SM+PLmSA9T+kQLYwTVn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pEC2ME1Z9T9lP/KLKTf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZT/yiyk39T8oWeVOdhr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KFnlTnYa9T9V/Tm79wL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KOQnSY8g8j+CWehDOUryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"glnoQzlK8j86TknDr3LyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ok5Jw69y8j/LwOL8ypnyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"y8Di/MqZ8j+6Oi+NYr/yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ujovjWK/8j8WtmdHT+PyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FrZnR0/j8j9GlPqdbQXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RpT6nW0F8z9uZ5ZGoCXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bmeWRqAl8z9FrOap0kPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RazmqdJD8z+Bp71H+l/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gae9R/pf8z/kzp6FF3rzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5M6ehRd68z8+osk5NZLzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PqLJOTWS8z8f+NEwZ6jzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H/jRMGeo8z/+/A37x7zzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/vwN+8e88z9DHHzHds/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6LYIIHiV9T/otgggeJX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6LYIIHiV9T+eg5xAYWv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"noOcQGFr9T+eg5xAYWv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"noOcQGFr9T8garcbsEv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IGq3G7BL9T8garcbsEv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IGq3G7BL9T/z17KXxDL1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"89eyl8Qy9T8MWLKzNx71Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DFiyszce9T84TW8W3g71Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OE1vFt4O9T+Uy+5R7AH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lMvuUewB9T+aqbTYj/b0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mqm02I/29D/yMYsFpOz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rd8MyEzb9T/OtUkOn7j1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zrVJDp+49T/otgggeJX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6LYIIHiV9T/otgggeJX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6LYIIHiV9T/otgggeJX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6LYIIHiV9T+qiS/CFHj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qokvwhR49T/D3oiZuF/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"w96Imbhf9T84XPDy2Ev1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OFzw8thL9T/2TBdccjr1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EhZ3lPVP8j/qcg424XzyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6nIONuF88j8y3XEbs6jyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Mt1xG7Oo8j8UxXsYMdPyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FMV7GDHT8j+alK6fGfzyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PNa77dYw8z80A/QII13zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NAP0CCNd8z/KRMLSOYfzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ykTC0jmH8z/xayObdK7zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8Wsjm3Su8z9p0080J9LzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"adNPNCfS8z+VNjKHx/HzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lTYyh8fx8z9JhpC/GQ30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rs8FwPq48z9RCVw6uerzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UQlcOrnq8z8+1TaCBBr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PtU2ggQa9D/OAGyQ+EP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zgBskPhD9D/OAGyQ+EP0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zgBskPhD9D+6Ehq4g170Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uhIauINe9D+EwZNP7HH0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hMGTT+xx9D/YQPLTc3/0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2EDy03N/9D98EnNGiIr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fBJzRoiK9D+8Se3dgpL0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vEnt3YKS9D9LVP33m5j0Pw==\",\"dtype\":\"float64\",\"shape\":[2]}]},\"selected\":{\"id\":\"2147\"},\"selection_policy\":{\"id\":\"2148\"}},\"id\":\"1920\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"end\":{\"id\":\"1961\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7246121937195564},\"x_start\":{\"value\":-1.722728273073151},\"y_end\":{\"value\":1.0167462554180338},\"y_start\":{\"value\":1.0111924228730633}},\"id\":\"1962\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2060\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1985\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8332851060905384},\"x_start\":{\"value\":-1.8324346976261965},\"y_end\":{\"value\":1.4164822513958288},\"y_start\":{\"value\":1.422191148324893}},\"id\":\"1986\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1925\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8444805416691015},\"x_start\":{\"value\":-1.8422064851161655},\"y_end\":{\"value\":1.011942112377169},\"y_start\":{\"value\":1.0080109057137137}},\"id\":\"1926\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1943\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1967\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1991\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2036\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2057\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7068649908793456},\"x_start\":{\"value\":-1.7093088595424855},\"y_end\":{\"value\":1.433922554962657},\"y_start\":{\"value\":1.436724487482009}},\"id\":\"2058\",\"type\":\"Arrow\"},{\"attributes\":{\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"field\":\"line_width\"},\"xs\":{\"field\":\"xs\"},\"ys\":{\"field\":\"ys\"}},\"id\":\"1921\",\"type\":\"MultiLine\"},{\"attributes\":{\"end\":{\"id\":\"1964\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.761988034961576},\"x_start\":{\"value\":-1.7598908123458303},\"y_end\":{\"value\":1.1342268554453017},\"y_start\":{\"value\":1.129453867650084}},\"id\":\"1965\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2048\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1988\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.825097198849237},\"x_start\":{\"value\":-1.8244885436714633},\"y_end\":{\"value\":1.4093941106097307},\"y_start\":{\"value\":1.414896170433455}},\"id\":\"1989\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2039\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7440205590316973},\"x_start\":{\"value\":-1.7463288045774656},\"y_end\":{\"value\":1.4151813320311804},\"y_start\":{\"value\":1.4189168460695307}},\"id\":\"2040\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2063\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1946\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1967\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7244861217311023},\"x_start\":{\"value\":-1.7226496126124058},\"y_end\":{\"value\":1.0520384923268709},\"y_start\":{\"value\":1.046336020514422}},\"id\":\"1968\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1931\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1991\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8155964451805278},\"x_start\":{\"value\":-1.8150619926414762},\"y_end\":{\"value\":1.3915554009319977},\"y_start\":{\"value\":1.396586291471237}},\"id\":\"1992\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2039\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2060\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7913941260352644},\"x_start\":{\"value\":-1.7917777505265462},\"y_end\":{\"value\":1.3665343659956326},\"y_start\":{\"value\":1.3730884998192683}},\"id\":\"2061\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1970\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7521197448313517},\"x_start\":{\"value\":-1.750128457788932},\"y_end\":{\"value\":1.1545473718340795},\"y_start\":{\"value\":1.1493620190749039}},\"id\":\"1971\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2066\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7499042061628307},\"x_start\":{\"value\":-1.7480883092805015},\"y_end\":{\"value\":1.2075775538418942},\"y_start\":{\"value\":1.2018151618440123}},\"id\":\"2067\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2003\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7880752460066869},\"x_start\":{\"value\":-1.78579875842292},\"y_end\":{\"value\":1.1576763552849538},\"y_start\":{\"value\":1.1537595645216276}},\"id\":\"2004\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2036\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7489387263296305},\"x_start\":{\"value\":-1.7512184945323654},\"y_end\":{\"value\":1.4034412942374455},\"y_start\":{\"value\":1.407338496976605}},\"id\":\"2037\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1994\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8015200598645527},\"x_start\":{\"value\":-1.8014860496748921},\"y_end\":{\"value\":1.3798798250998172},\"y_start\":{\"value\":1.3847380145508525}},\"id\":\"1995\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1970\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2066\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2042\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7391304541049206},\"x_start\":{\"value\":-1.741460933979224},\"y_end\":{\"value\":1.4264947907461725},\"y_start\":{\"value\":1.4300974766637022}},\"id\":\"2043\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2075\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1994\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2063\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8093483672536932},\"x_start\":{\"value\":-1.8091871243140962},\"y_end\":{\"value\":1.3943604859830359},\"y_start\":{\"value\":1.4004302599285579}},\"id\":\"2064\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1973\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1997\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7801831661780823},\"x_start\":{\"value\":-1.7814568059840068},\"y_end\":{\"value\":1.3566089056819612},\"y_start\":{\"value\":1.3636114448615158}},\"id\":\"1998\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2042\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1979\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8454303824268403},\"x_start\":{\"value\":-1.84424109662417},\"y_end\":{\"value\":1.4270331007421748},\"y_start\":{\"value\":1.4330725681164898}},\"id\":\"1980\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2069\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2045\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1976\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2048\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.724654360300518},\"x_start\":{\"value\":-1.7270407063622955},\"y_end\":{\"value\":1.4417624738309645},\"y_start\":{\"value\":1.4450004508161371}},\"id\":\"2049\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1997\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"1979\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2072\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2000\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.749940414819779},\"x_start\":{\"value\":-1.7480134539303978},\"y_end\":{\"value\":1.1754270155034212},\"y_start\":{\"value\":1.1700164979611594}},\"id\":\"2001\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2045\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.7295373094652535},\"x_start\":{\"value\":-1.7319117940969497},\"y_end\":{\"value\":1.4307247185075993},\"y_start\":{\"value\":1.434044151121835}},\"id\":\"2046\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"1973\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8503101378863076},\"x_start\":{\"value\":-1.849438244008172},\"y_end\":{\"value\":1.4523418072081544},\"y_start\":{\"value\":1.4589046215393529}},\"id\":\"1974\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2069\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.731851543119903},\"x_start\":{\"value\":-1.7318977832940243},\"y_end\":{\"value\":1.221639764658069},\"y_start\":{\"value\":1.2179780314778985}},\"id\":\"2070\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2000\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"1976\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.8472403118381227},\"x_start\":{\"value\":-1.8463874024451477},\"y_end\":{\"value\":1.4465020514505915},\"y_start\":{\"value\":1.4529192842765302}},\"id\":\"1977\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2003\",\"type\":\"NormalHead\"}],\"root_ids\":[\"1877\"]},\"title\":\"Bokeh Application\",\"version\":\"2.0.2\"}};\n", " var render_items = [{\"docid\":\"7f29b538-a307-4d88-8806-6584081339d6\",\"root_ids\":[\"1877\"],\"roots\":{\"1877\":\"4d0d22e0-d149-4ac9-b8d9-a90082e7acd8\"}}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", "\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " var attempts = 0;\n", " var timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "1877" } }, "output_type": "display_data" } ], "source": [ "k_range = [0.014, 0.02]\n", "s_range = [10, 30]\n", "\n", "p = plot_nullclines(k_range, s_range, params, log=True)\n", "\n", "p = biocircuits.phase_portrait(\n", " dk_dt, ds_dt, k_range, s_range, (params,), (params,), log=True, p=p,\n", ")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can see from the flow lines that this is an unstable fixed point, a **saddle**. We could perform linear stability analysis on this fixed point, and we would find a positive trace and a negative determinant of the linear stability matrix, which means one eigenvalue is positive and the other is negative. This means that the system comes toward the fixed point from one direction, but is pushed away along the other. \n", "\n", "Finally, let's look at the last fixed point, for largest $k$." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", " \n", " var docs_json = {\"e5b785ea-fbf4-4199-a759-88862d866956\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"2236\"}],\"center\":[{\"id\":\"2239\"},{\"id\":\"2243\"},{\"id\":\"2276\"},{\"id\":\"2279\"},{\"id\":\"2282\"},{\"id\":\"2285\"},{\"id\":\"2288\"},{\"id\":\"2291\"},{\"id\":\"2294\"},{\"id\":\"2297\"},{\"id\":\"2300\"},{\"id\":\"2303\"},{\"id\":\"2306\"},{\"id\":\"2309\"},{\"id\":\"2312\"},{\"id\":\"2315\"},{\"id\":\"2318\"},{\"id\":\"2321\"},{\"id\":\"2324\"},{\"id\":\"2327\"},{\"id\":\"2330\"},{\"id\":\"2333\"},{\"id\":\"2336\"},{\"id\":\"2339\"},{\"id\":\"2342\"},{\"id\":\"2345\"},{\"id\":\"2348\"},{\"id\":\"2351\"},{\"id\":\"2354\"},{\"id\":\"2357\"},{\"id\":\"2360\"},{\"id\":\"2363\"},{\"id\":\"2366\"},{\"id\":\"2369\"},{\"id\":\"2372\"},{\"id\":\"2375\"},{\"id\":\"2378\"},{\"id\":\"2381\"},{\"id\":\"2384\"},{\"id\":\"2387\"},{\"id\":\"2390\"},{\"id\":\"2393\"},{\"id\":\"2396\"},{\"id\":\"2399\"},{\"id\":\"2402\"},{\"id\":\"2405\"},{\"id\":\"2408\"},{\"id\":\"2411\"},{\"id\":\"2414\"},{\"id\":\"2417\"},{\"id\":\"2420\"},{\"id\":\"2423\"},{\"id\":\"2426\"},{\"id\":\"2429\"},{\"id\":\"2432\"},{\"id\":\"2435\"},{\"id\":\"2438\"},{\"id\":\"2441\"},{\"id\":\"2444\"},{\"id\":\"2447\"},{\"id\":\"2450\"},{\"id\":\"2453\"}],\"frame_height\":260,\"frame_width\":260,\"left\":[{\"id\":\"2240\"}],\"renderers\":[{\"id\":\"2261\"},{\"id\":\"2266\"},{\"id\":\"2273\"}],\"title\":{\"id\":\"2506\"},\"toolbar\":{\"id\":\"2251\"},\"x_range\":{\"id\":\"2268\"},\"x_scale\":{\"id\":\"2232\"},\"y_range\":{\"id\":\"2269\"},\"y_scale\":{\"id\":\"2234\"}},\"id\":\"2227\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"end\":{\"id\":\"2344\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.3207013108342953},\"x_start\":{\"value\":-1.3244273878598074},\"y_end\":{\"value\":0.5907820574968665},\"y_start\":{\"value\":0.6069914537381779}},\"id\":\"2345\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2440\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.474314144434585},\"x_start\":{\"value\":-1.4683777005152223},\"y_end\":{\"value\":0.5333847922648258},\"y_start\":{\"value\":0.5242473915289927}},\"id\":\"2441\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2323\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2299\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.4887326466966784},\"x_start\":{\"value\":-1.4837632314368685},\"y_end\":{\"value\":0.06452566171988024},\"y_start\":{\"value\":0.05124919542595321}},\"id\":\"2300\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2443\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.4561495279930141},\"x_start\":{\"value\":-1.4515341532161434},\"y_end\":{\"value\":0.6016199328974257},\"y_start\":{\"value\":0.5973970492380872}},\"id\":\"2444\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2302\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.4633790435877474},\"x_start\":{\"value\":-1.4579941693445002},\"y_end\":{\"value\":0.055277591961553504},\"y_start\":{\"value\":0.0435042277056892}},\"id\":\"2303\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2323\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.6660185840137152},\"x_start\":{\"value\":-1.661353561307474},\"y_end\":{\"value\":0.720679987177939},\"y_start\":{\"value\":0.7064697388688581}},\"id\":\"2324\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2443\",\"type\":\"NormalHead\"},{\"attributes\":{\"overlay\":{\"id\":\"2250\"}},\"id\":\"2246\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"end\":{\"id\":\"2320\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.5538530347768287},\"x_start\":{\"value\":-1.5489815498848336},\"y_end\":{\"value\":0.42126901362803515},\"y_start\":{\"value\":0.40767796963297376}},\"id\":\"2321\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2326\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2329\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2446\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.4994387204927047},\"x_start\":{\"value\":-1.5009863359904176},\"y_end\":{\"value\":0.8081569552788642},\"y_start\":{\"value\":0.8029265705661379}},\"id\":\"2447\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2305\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":-1.3010299956639813,\"start\":-1.6989700043360187},\"id\":\"2268\",\"type\":\"Range1d\"},{\"attributes\":{\"end\":{\"id\":\"2326\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.6565411370900045},\"x_start\":{\"value\":-1.6518826681215362},\"y_end\":{\"value\":0.6107628088514964},\"y_start\":{\"value\":0.5965337835669585}},\"id\":\"2327\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2446\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2332\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2302\",\"type\":\"NormalHead\"},{\"attributes\":{\"axis_label\":\"log\\u2081\\u2080 k\",\"formatter\":{\"id\":\"2507\"},\"ticker\":{\"id\":\"2237\"}},\"id\":\"2236\",\"type\":\"LinearAxis\"},{\"attributes\":{\"end\":{\"id\":\"2308\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.3457738642734656},\"x_start\":{\"value\":-1.3390946248309352},\"y_end\":{\"value\":0.0012128489940146927},\"y_start\":{\"value\":0.0024256979880293854}},\"id\":\"2309\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"2507\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"end\":{\"id\":\"2329\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.6659550233480354},\"x_start\":{\"value\":-1.6612903015481193},\"y_end\":{\"value\":0.5979734395229055},\"y_start\":{\"value\":0.5837623651953079}},\"id\":\"2330\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"2237\",\"type\":\"BasicTicker\"},{\"attributes\":{\"end\":{\"id\":\"2449\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.550877184751546},\"x_start\":{\"value\":-1.5465025680632087},\"y_end\":{\"value\":0.7113860581962961},\"y_start\":{\"value\":0.6963967747804454}},\"id\":\"2450\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2311\",\"type\":\"NormalHead\"},{\"attributes\":{\"source\":{\"id\":\"2263\"}},\"id\":\"2267\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2335\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2449\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2305\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.5706577246516398},\"x_start\":{\"value\":-1.5659461028195567},\"y_end\":{\"value\":0.3814621491867844},\"y_start\":{\"value\":0.36738696171616336}},\"id\":\"2306\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2332\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.5232254634951317},\"x_start\":{\"value\":-1.518781216013607},\"y_end\":{\"value\":0.055779629506387485},\"y_start\":{\"value\":0.040964516163555606}},\"id\":\"2333\",\"type\":\"Arrow\"},{\"attributes\":{\"data\":{\"line_width\":[2.8676969834859967,2.8676969834859967,2.6886191863147975,2.5237400166543353,2.371802221136342,2.231660814248699,2.7480794634897805,2.7480794634897805,2.5862220297484027,2.436216958223451,2.2970916225153526,2.1679742042478964,2.0482550782439852,1.9372657183545645,1.834123846378798,2.5988692698931932,2.5988692698931932,2.4585601383001188,2.327204408677737,2.20416995005067,2.0888913599742347,1.9812222238546215,1.8803616895124342,1.7858240546292214,1.6975764937089557,1.61494698120211,1.537652876263573,1.465533612419612,1.3980236133198796,2.4180251356175324,2.4180251356175324,2.3038005553629146,2.195077611350801,2.091625605936243,1.993433292630331,1.9003523262697404,1.8119293105117054,1.7282367784634451,1.6490732363979368,1.5740589829274028,1.5034546916337663,1.4366507864758662,1.373836977266325,1.3146211919595365,2.2064179498541368,2.2064179498541368,2.1225127086947593,2.0401935540669993,1.9597179763290447,1.8816734647131912,1.8057241023141528,1.7322459347852528,1.6613779721955662,1.5929616749552802,1.527503204399153,1.4645845788356122,1.4045898222107112,1.3472208434909378,1.2927106142046492,1.240858531207965,1.1918072091964937,1.1452768350742935,1.9690977806008187,1.9690977806008187,1.9186177317098667,1.8656183168513603,1.8111873171629822,1.7555148628134285,1.6992897138485208,1.64285980425024,1.586570027527378,1.5309423920877783,1.47608470517778,1.422503569006831,1.37014805602753,1.3194361435489264,1.2702836003401563,1.2230589364145934,1.177647351940251,1.1342264327130243,1.092757313822291,1.053275930192077,1.0158696201927047,0.9803377978430721,0.9803377978430721,0.9758262673049137,0.9758262673049137,0.9729049494390216,1.7156775464227554,1.7156775464227554,1.6997901827456585,1.6777775979103131,1.6506652109289717,1.6192985128833497,1.584268518266666,1.546598638863015,1.5064323538495246,1.4649364994740495,1.422156139743225,1.3789594269587033,1.335373031531328,1.2920780457294998,1.2492082036538363,1.2071437406639327,1.1660030126867051,1.1259962952036429,1.0873597400511272,1.0500438188770005,1.0143249766093207,0.9800839580846223,0.9474901087361035,1.5870592806294879,1.5870592806294879,1.5879674810944178,1.5813269963994536,1.5679786419900965,1.5490068870115696,1.4597800153355311,1.4597800153355311,1.4764800863289111,1.4846494324018853,1.4849630259575282,1.2178841753262686,1.2178841753262686,1.2609431808919696,1.2951750929012786,1.3206315112753562,1.3375364514776173,0.9244185148204519,0.9808796463628866,1.0368936904040367,1.0888203246646775,1.1344788365885192,1.1725323173403153,1.2026018408324783,1.2245955111862608,1.2387410455798789,1.2456113944195617,1.2459404083162944,1.2403771542204582,1.2296105941422368,1.2144043931207698,1.195617926996946,1.17377071235969,1.149466398269761,1.1233922392152518,1.0959331643588044,1.067545078924141,1.038718668725599,1.009618832443736,0.9807082181081432,0.9521154128339788,0.9240239583452043,0.8967339482532137,0.8702196745890892,0.8446918262130868,0.8201928815136459,0.7967411561622255,0.7744887143493759,0.7744887143493759,0.7699792149102108,0.8393047142575725,0.8153093802661164,0.7986853719121878,0.7961841424655683,0.8126493017830868,0.5739212539976001,0.5680123306287805,0.5615213578166344,0.5546544165286105,0.5470038123046119,0.5384105340894219,0.5319947715958259,0.5319947715958259,0.528444143683465,0.528444143683465,0.530456014519765,0.530456014519765,0.5404633910627479,0.5531336905086282,0.5664413295471524,0.579823555696378,0.5931052050050651,0.6062000928935851,0.619077361748534,0.6317038747732903,0.6440612998252406,0.6561149781391318,0.6678080667758897,0.6790608599551444,0.6894128010182168,0.6980502296116033,0.7050515810025084,0.7103935291952873,0.7140128630952529,0.7156212792659117,0.7147379925097122,0.7106541647291336,0.7025825497016653,0.6899819791885464,0.6732241679517027,0.6544552900554421,0.6387335509421291,0.6341778544340047,0.6450110568473459,0.6685423268773739,0.6980257171112765,0.7282882251464597,0.7561905219684962,0.7800656607826908,0.7990143708371606,0.8128468567313366,0.8217408543288639,0.8260271337983417,0.8261714992015224,0.8226878668129933,0.8160426435815913,0.8067697523072734,0.7953616369628875,0.7822675495247473,0.7678131878948273,0.7524483188011934,0.7363450528081992,0.7198718272944581,0.7031603092582064,0.6864779044521964,0.6698727455096063,0.653548681647242,0.6375363228192702,0.6218883474161533,0.6066951478552657,0.5919231824749815,0.5775392677427914,0.5634661750300691,0.5525177883441391,0.5444617755895753,0.5358692924805784,0.5358692924805784,0.5358692924805784,0.7154918003938526,0.6980522515612781,0.6809669940849603,0.6642691793330461,0.6480800144513594,0.6324558304893815,0.6174111561641631,0.6030492279932833,0.589320515995863,0.7789456134518193,0.7749392729791978,0.7659848767540546,0.7515305437963571,0.7321340770622367,0.710747764980808,0.6920513418128702,0.682366387499668,0.6875787169323433,0.7082554440579314,0.7396357144680135,0.7758285762776462,0.8122702536112887,0.845739706484858,0.8746217343684117,0.8978650057930004,0.9152549482789879,0.9269307425828232,0.9331994503665016,0.9345437600165533,0.9315586146450099,0.9248039061987641,0.9148071198900911,0.9021383460835899,0.8873836519317367,0.8709410955009353,0.853206448879387,0.8346391137987693,0.8154611529018344,0.7959962596647085,0.7765064311208946,0.7570852702312271,0.7380393211012601,0.7193692283298954,0.7013172623785942,0.6838297336284413,0.6670987746723602,0.6510969944647489,0.6359293412777155,0.8042306003166595,0.7827908292180301,0.7599568668115523,0.7403499286361762,0.7303041198483284,0.7355022430651774,0.7575558593026748,0.7928689662499622,0.8350280967106191,0.8788476566776919,0.9205116582959719,0.9576332928653909,0.9887712652406626,1.0133890984623626,1.0312786848391244,1.042712542373517,1.0481262960779076,1.0481021503146288,1.043247135736046,1.0342429241869535,1.0217827335323348,1.0063793611264116,0.988542117488258,0.9689793789482406,0.9479929071812938,0.9259720496135871,0.9034736169279282,0.8805789503052883,0.8576577907968657,0.8349544337384309,0.8125542950425706,0.7907500722593864,0.7695386598242021,0.7491066411861319,0.7294765437079447,0.7107059180625842,0.6929256471192629,0.857397671617018,0.8333449207099988,0.810101881332153,0.7876393034189906,0.7661023347106308,0.7455379512355378,0.7259553563555834,1.026642580275344,0.9953539897445164,0.9647217988816172,0.9349695143780398,0.9062465469702963,0.8785672512218814,0.8521380522700739,0.8268774614453566,0.802861537081519,1.0286609564973697,0.9951935369642841,0.9629433313442599,0.9320534482431002,0.9024286398410938,0.874272320915749,0.8475267026106929,1.8535407820235994,1.8535407820235994,1.8438868448315313,1.8438868448315313,1.8072374827080646,1.766628895851004,0.8550962583492405,0.8527476929437384,0.8282177808608541,0.8041964948717777,0.7860891338243584,0.7809397506990505,0.7937820624050682,0.8244407042941375,0.8685435595597518,0.9195560936955625,0.971863327637557,0.8194356505454954,0.7962141823380827,0.7733078088619401,0.7560238582311938,0.7513348511477589,0.7636774611686288,0.7925645194795338,0.8335016124514176,0.8799729215753949,0.9269578875159423,0.970884240005862,1.0096095778383682,1.041754201938211,1.0669905744105659,0.799404833713542,0.779896455307677,0.757646217152826,0.73634297800826,0.7216119137830962,0.7201549579112658,0.7353807265736985,0.7650510922422037,0.6188612107704327,0.6316960597944992,0.6443715325981901,0.6568811575269896,0.6691995485876616,0.6813392322172871,0.6932967429540641,0.7050745492487331,0.7166073889859682,0.7277665804026466,0.7374597422337944,0.7458194858048742,0.7528618646287282,0.7584183288038002,0.7622668298832967,0.7638363717231059,0.7625051673365232,0.7625051673365232,0.6856034546804549,0.6977806190352293,0.7098668015055059,0.7218666909328558,0.7338284655892061,0.7457629972407475,0.6966424385490972,0.7087628475303172,0.7208278324798733,0.7328321012357515,0.7448681804871067,0.5075560025740873,0.5075560025740873,0.5113342372229452,0.5123501858068623,0.5117979645309889,0.5088289782006312,0.5069917244971611,0.5069917244971611,0.507925564652273,0.507925564652273,0.5153327048209794,0.5206978361998639,0.5233494903950692,0.5238196871423425,0.5225389568401875,0.5193197976989339,0.5144991189823961,0.5144991189823961,0.511770757536597,0.511770757536597,0.5161820165360376,0.5161820165360376,0.5259611661035251,0.5259611661035251,0.5352162303617748,0.540078927269974,0.5412976823377721,0.5399323400286216,0.5369670319879921,0.5329098348560413,0.5273908132782251,0.5217740249979761,0.5217740249979761,0.5172886306029065,0.5172886306029065,0.5179214648755827,0.5179214648755827,0.5258754450399499,0.5258754450399499,0.5401081071256723,0.5538358873287467,0.5657820806120365,0.5753839917020206,0.5825623101638349,0.5873856181282795,0.5899747540070248,0.590436516575624,0.5887735527898639,0.5847616974157989,0.5779271080441001,0.5677542395042021,0.5559599935943029,0.5488859167311718,0.5488859167311718,0.5506011349751124,0.5506011349751124,0.5666525683679903,0.5874003297580789,0.6060991710590943,0.6208609915596386,0.6312047874473647,0.6372003633133976,0.6391641582594831,0.6375083149109091,0.6325996496958592,0.6247869333873701,0.6143224757324702,0.6036174140518744,0.5932866238279977,0.5836060892918375,0.5745075817850127,0.5656773521146335,0.5567597692816021,0.5478423051560628,0.541597096260013,0.541597096260013,0.5378180664327112,0.5378180664327112,0.5388328583340497,0.5453835432076947,0.5546656238023633,0.5652887438787623,0.5766575883471368,0.5884704361338308,0.6005472700005282,0.612786096119005,0.6251134136604769,0.6374708914947488,0.6498100541305104,0.6620848162538114,0.6742741600440812,0.686356247924526,0.6983173294901257,0.7101600111756972,0.7218809651992955,0.6490417968050805,0.6369770725718107,0.6233219277519462,0.6097106235257095,0.597544435798111,0.5866913253142947,0.5769425150916556,0.5678727961098944,0.5591481138733294,0.5506082436722153,0.5443978695007217,0.5443978695007217,0.5401105126419956,0.5401105126419956,0.5390918501305546,0.5390918501305546,0.5424479576053414,0.5489887322834248,0.5573546095497801,0.5667966038616137,0.5769530364388602,0.5876226423680273,0.5986792696490187,0.6100224118290066,0.6215721835425053,0.6332592902728374,0.6450218536636788,0.6568018372067709,0.6685557953459114,0.6802416739327857,0.6918336743143958,0.70330730597974,0.7146473897763556,0.7258443674640367,0.5968231092068641,0.6090245633267273,0.6205416138889563,0.6308307571727043,0.6390136134603912,0.645146808891559,0.6493063916430759,0.6514923456340045,0.6515550588040904,0.6491953361080094,0.6439147989426005,0.6351026210140566,0.622530892385741,0.6072575911336006,0.593151902517251,0.5880953095603221,0.598633253424075,0.6201962669781959,0.6452454117172239,0.6690432818552592,0.6894047138257582,0.7054443704900327,0.7169352309861097,0.7240349585205073,0.7270861420602486,0.726517007963454,0.7227579350328079,0.7162710903839205,0.7076037521117264,0.6970053319077493,0.6849487351890495,0.6716524963262389,0.6574753061990122,0.6425370790762315,0.6269882544300074,0.6108827917234332,0.5967954256473507,0.5848999318200111,0.5746889234633107,0.565756289258073,0.5575630791693489,0.5498109161564748,0.5437567559446603,0.5437567559446603,0.5392259610999715,0.5392259610999715,0.5368387689707231,0.5368387689707231,0.5379064951280971,0.542052469926493,0.5480798703319332,0.5552534670229204,0.5632622938395284,0.5718968655270031,0.5810528093466484,0.5906798430059862,0.600691799401681,0.6110432255380559,0.6216733337502969,0.6325211162015816,0.6435240086750019,0.6546249541455026,0.6657724172693753,0.6769203182174115,0.6880289184932156,0.6990622447575023,0.7099951169228094,0.7208112575835011,0.7314980821059963,0.6705121562881049,0.6813618066599676,0.6921854559368461,0.7029515095811879,0.7136313264049038,0.7242098162780001,0.7346772381315276,0.7068884709964692,0.7173357248968826,0.7276987896291427,0.7379720700707324,0.6112546320421476,0.6203866610630697,0.6298130169133485,0.6394980688529267,0.6493983422010847,0.6594667292265803,0.6696565953220617,0.6799211071399969,0.6902219342093244,0.7005255206312038,0.7108043122559956,0.7210388497493949,0.7312107469299427,0.7413156589811514,0.6547197544049419,0.6645162491833869,0.6744398827251954,0.6844489547844521,0.6945029917011227,0.7045758930003094,0.7146433805975118,0.7246868861229345,0.7346914964792197,0.7446522278055627,0.7187492184424042,0.7285472905249957,0.7383430779995894,0.7481314959025458,0.5730006023677243,0.5808336610917086,0.5890716744457182,0.5976910288173324,0.665216274147083,0.6492482323757351,0.633250120797026,0.6173013769840231,0.6014371518376722,0.5861585123324858,0.5739142471395482,0.5639542202944237,0.5555862250482799,0.548395007238665,0.5416554108949883,0.5355542496138248,0.5317808856824413,0.5317808856824413,0.5298827668860406,0.5298827668860406,0.5309223774480394,0.5346117827004362,0.5396736285900381,0.5455855292958273,0.5520976347705214,0.5590874306373393,0.5665291272194658,0.5663240049790779,0.556770536607256,0.5489799891470545,0.5423117421461839,0.5362986538465564,0.5313540183567207,0.5313540183567207,0.5313540183567207,0.5276757448844603,0.7223611311725167,0.7039641908268933,0.6864240340035197,0.6696836519152275,0.6696836519152275,0.6656181306583002,0.6656181306583002,0.6617937613057693,0.7434239401840748,0.7382789415927595,0.7382789415927595,0.7382789415927595,0.7289293816086556,0.7161062098475306,0.6997557953486481,0.6815230722020449,0.6650482288158627,0.6563219664536074,0.6614634098359276,0.6815530274989005,0.7110380084531362,0.7441173008732436,0.776578516049333,0.6154173454749053,0.6252041724174162,0.6352424651480356,0.6454857017903861,0.6558848967202688,0.6663901566778085,0.5974858727682973,0.5846898546971198,0.5739864601830342,0.5648826564324643,0.5567857044856735,0.5493109909131455,0.5422845102636994,0.5376474952558757,0.5376474952558757,0.5348468083392879,0.5348468083392879,0.5348468083392879,0.6073714282099704,0.5945336802471719,0.5834453895205658,0.5737224433104645,0.5649269343096945,0.556527462692703,0.5485970151579882,0.5429505449804578,0.5429505449804578,0.5391765081592859,0.5391765081592859,0.5385073175217244,0.5419218221113905,0.5478086366292471,1.4128172760542799,1.3938808074556448,1.3709133533843625,1.3443525969398262,1.3151359193733754,1.2838036747581505,1.2507821110224835,0.7765347235964541,0.7585082726095256,0.7372052031439674,0.7160536940970214,0.6896763381568582,0.6801145160209903,0.6801145160209903,0.6801145160209903,0.6667633074817274,0.6518372601496798,0.636529742583282,0.6246504584726152,0.6220663789729708,0.6325580821270828,0.6553066489023405,0.6689430525155804,0.6725061471872915,0.674132538449903,0.674132538449903,0.674132538449903,0.6731420010221586,0.6689545855208636,0.6617315827981765,0.7014034565923724,0.7125997839393481,0.7236570318069923,0.7345662986882814,0.7453314721166733,0.7517287739430007,0.7893424752812537,0.8287392152433697,0.8660506576136195,0.8989782595026645,0.926449177125283,0.5582955199861195,0.5494692463402564,0.5431259067953011,0.5431259067953011,0.5389493197530536,0.5389493197530536,0.5391576402305567,1.141222511532065,1.140498307461195,1.134542453074133,1.124156139366854,0.6262077588992656,0.6262077588992656,0.6262077588992656,0.6121624241119068,0.6048761229045176,0.6083461596386278,0.6239795387178663,0.648482507845701,0.6754750876903882,0.7007342872297909,0.7223407091089633,0.62836000561698,0.6302482508769134,0.6300255357971386,0.6274297954651403,0.6220280301570525,0.6220280301570525,0.6220280301570525,0.6134979243095591,0.6030568761841753,0.5915546717230793,0.5807568567456907,0.5823749132596866,0.5731259034575369,0.5633741158632337,0.5633741158632337,0.5633741158632337,0.5548557677282722,0.5479824918265179,0.5429358206877437,0.6079614935182495,0.6010501374312496,0.5929444889525299,0.5844971363722816,0.5760935418437618,0.5678815830163688,0.5595053220102159,0.5508062734228855,0.5433161115941747,0.5433161115941747,0.5372837570672278,0.5372837570672278,0.5342641745856144,0.5342641745856144,0.5377391549952654,0.5466325319988428,0.5578341185185043,0.5699443326848436,0.5824652541378087,0.5951712269113077,0.6079502478343368,0.6207348916386812,0.6334788437127045,0.7426075224833314,0.7303974234056427,0.7170003879549027,0.7026132084297071,0.5657839357931388,0.5657839357931388,0.5657839357931388,0.5757530754434672,0.5928548053108094,0.6139929530246019,0.6348216909809989,0.6519825222691705,0.664805348992975,0.6732621964527803,0.5605576090922355,0.5608301591054303,0.5590893781919776,0.5552137141704988,0.5485804746222737,0.5485804746222737,0.5485804746222737,0.5399159316052078,0.5336613025084214,0.5310508647044935,0.535238879009439,0.5456750303353771,0.5593505895680231,0.5735296290012827,0.5858558680839382,0.5940482658222266,0.5556837098239044,0.5505719541768971,0.5446847502996259,0.5377573654991606,0.5309717472120289,0.5309717472120289,0.5253421340513054,0.5253421340513054,0.5234533062980583,0.5234533062980583,0.5286471315177184,0.5286471315177184,0.6856868738816218,0.6818271467676333,0.6753082027119912,0.6664861224959717,0.7507839870647062,0.7553306884347625,0.7560091940625624,0.7532534072064927],\"xs\":[{\"__ndarray__\":\"ejwtQamE+r96PC1BqYT6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ejwtQamE+r+Tz53oEKH6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k8+d6BCh+r8B6RrHRb76vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Aekax0W++r9xU8ALQtz6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cVPAC0Lc+r+Z594UAPv6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mefeFAD7+r9SWq9jehr7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IfllTx0T+r8h+WVPHRP6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IfllTx0T+r8aCFspFTD6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GghbKRUw+r/wIYvdxU36vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8CGL3cVN+r/FeV4DKmz6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xXleAyps+r+jZrR8PIv6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"o2a0fDyL+r8BSDM9+Kr6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AUgzPfiq+r8yBPEPWMv6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MgTxD1jL+r9A8xl8V+z6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QPMZfFfs+r+6RjaU8g37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yLWeXZGh+b/ItZ5dkaH5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yLWeXZGh+b+yvkDfZ7/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sr5A32e/+b9vf1+i2935vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b39fotvd+b9lQZ4z6Pz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZUGeM+j8+b/H2JOAiRz6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"x9iTgIkc+r903MM2uzz6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dNzDNrs8+r/0aA8/eV36vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9GgPP3ld+r/VQpOfwH76vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1UKTn8B++r/94wAyjqD6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/eMAMo6g+r98eLcK38L6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fHi3Ct/C+r/KDN8xseX6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ygzfMbHl+r8cnGKRAgn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HJxikQIJ+7+4INPM0Sz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uCDTzNEs+7+4INPM0Sz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b3LXawUw+b9vctdrBTD5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b3LXawUw+b9W3p4RIk/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vt6eESJP+b897ZwVtm75vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Pe2cFbZu+b+EqbEEv475vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hKmxBL+O+b8p3aFsOq/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Kd2hbDqv+b843XKnJdD5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ON1ypyXQ+b/iFajQfvH5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4hWo0H7x+b9GXcBhRBP6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rl3AYUQT+r8j0VasdDX6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I9FWrHQ1+r/KEDPiDlj6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yhAz4g5Y+r+26RYUEnv6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tukWFBJ7+r8slMi4fZ76vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LJTIuH2e+r8se43dUcL6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LHuN3VHC+r8KmiKkjub6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CpoipI7m+r83KfKoNAv7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Fi8Qenm++L8WLxB6eb74vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Fi8Qenm++L9yqNCNYN/4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cqjQjWDf+L8AkLetigD5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AJC3rYoA+b/EXFEz+SH5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xFxRM/kh+b/pAnSNrEP5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6QJ0jaxD+b/oafxppWX5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6Gn8aaVl+b8NokED5Yf5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DaJBA+WH+b8oUPUQbKr5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KFD1EGyq+b/oRVrnO835vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6EVa5zvN+b8qPCh4VfD5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KjwoeFXw+b9Ho2vwuRP6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R6Nr8LkT+r8khSrcajf6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JIUq3Go3+r8CSdXTaVv6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AknV02lb+r/R14TTuH/6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0deE07h/+r+fe87jWaT6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n3vO41mk+r+5971QT8n6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ufe9UE/J+r8BVcHMm+76vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AVXBzJvu+r95VKVbQhT7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vetIiO1M+L+960iI7Uz4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vetIiO1M+L8XXsgDQHD4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F17IA0Bw+L9qDys9jpP4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ag8rPY6T+L+upnFd37b4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rqZxXd+2+L+yJFegOdr4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"siRXoDna+L/+a/ICo/34vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/mvyAqP9+L/JWtfLICH5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yVrXyyAh+b/1LBgxuET5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9SwYMbhE+b/NQKDLbWj5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zUCgy21o+b/4LyUKRoz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+C8lCkaM+b/1B8P6RLD5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9QfD+kSw+b/kVxKdbtT5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5FcSnW7U+b/2ipTjxvj5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9oqU48b4+b9rXJvEUR36vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a1ybxFEd+r8yJ74iE0L6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Mie+IhNC+r+W1AfaDmf6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ltQH2g5n+r8Qb+cZSYz6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EG/nGUmM+r9UsFo1xrH6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VLBaNcax+r8ZY1rgitf6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GWNa4IrX+r/eXsHVm/36vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3l7B1Zv9+r8TwJR2/iP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"E8CUdv4j+78TwJR2/iP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"E8CUdv4j+79uhnYnFin7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"boZ2JxYp+79uhnYnFin7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"boZ2JxYp+781YAA5aiz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NWAAOWos+781YAA5aiz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZKiBlmHb979kqIGWYdv3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZKiBlmHb97+4ot2U0wH4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uKLdlNMB+L/YGL9o4yf4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2Bi/aOMn+L/9oHX1oU34vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/aB19aFN+L97Ns24HXP4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ezbNuB1z+L+DrysqZJj4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"g68rKmSY+L/5BIf3gL34vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+QSH94C9+L/gkYwLf+L4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4JGMC3/i+L/THQgVaAf5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0x0IFWgH+b8wkAa/RCz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MJAGv0Qs+b9kQCkgHVH5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZEApIB1R+b9Fz9Wq+HX5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rc/Vqvh1+b9RnBx43pr5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UZwceN6a+b9bAEji1L/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WwBI4tS/+b+ME0wW4uT5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jBNMFuLk+b/v76sHDAr6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7++rBwwK+r/yk2a/WC/6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8pNmv1gv+r+Ei6HpzVT6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hIuh6c1U+r8kLfRxcXr6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JC30cXF6+r+gRYFhSaD6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oEWBYUmg+r/YV+LzW8b6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2Ffi81vG+r9UyUXTr+z6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VMlF06/s+r+KQdntSxP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"twaenZui97+3Bp6dm6L3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"twaenZui97/qjvIS4Mr3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6o7yEuDK979hN2b8i/L3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YTdm/Ivy97+hAdbTtRn4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oQHW07UZ+L84H+IxcUD4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OB/iMXFA+L8v6Yhfz2b4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CmW6pNVp978KZbqk1Wn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CmW6pNVp97/i72+eEpT3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4u9vnhKU979EdaCDfr33vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RHWgg369979WIiEiNOb3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ViIhIjTm978avcFWTA74vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"siHzskn49r+yIfOySfj2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"siHzskn49r8SEw2XuSb3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EhMNl7km9783frGx8VP3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N36xsfFT978yEAqYDoD3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MhAKmA6A979mXPOnLav3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Zlzzpy2r97/Pn8pFbNX3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rDxIyPdN9r9aBxAsIIL2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WgcQLCCC9r+BtGY197T2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gbRmNfe09r+VxZ/Qa+b2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lcWf0Gvm9r+NwoC+gBb3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jcKAvoAW9798iOHcRUX3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fIjh3EVF97/8bces0nL3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/G3HrNJy978pzkdXQp/3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Kc5HV0Kf9782vSjxscr3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Nr0o8bHK978S4qd4PvX3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EuKneD7197+chMCxAh/4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nITAsQIf+L/mSF6SF0j4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5khekhdI+L+7f9RhlHD4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u3/UYZRw+L9r3ZhVjpj4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a92YVY6Y+L/4GR8vGMD4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+BkfLxjA+L9qAWKwQuf4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"agFisELn+L/UiS6AHQ75vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1IkugB0O+b+0S+R8tjT5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tEvkfLY0+b88DqArGlv5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PA6gKxpb+b87EHxdVIH5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OxB8XVSB+b+GbkKsb6f5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hm5CrG+n+b8Ig38+ds35vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CIN/PnbN+b/W7eexcfP5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1u3nsXHz+b84vbMiaxn6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OL2zImsZ+r+VuBn4az/6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lbgZ+Gs/+r+U5vBAfWX6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lObwQH1l+r8uJV9OqIv6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LiVfTqiL+r9AWpwI97H6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QFqcCPex+r8tpeixc9j6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LaXosXPY+r+AWeKBKf/6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gFnigSn/+r8Srl1rJCb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Eq5dayQm+78Srl1rJCb7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Eq5dayQm+7/p1exoTi77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6dXsaE4u+7/p1exoTi77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0+uAX5UB9b/bYEbiwjb1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"22BG4sI29b9CXz587mz1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ql8+fO5s9b+mV53dpaP1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pled3aWj9b/rALpJcNr1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6wC6SXDa9b+R1OHR2RD2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kKYpxhsz+L+FVkAo5T34vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hVZAKOU9+L/jH5Nu3EL4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4x+TbtxC+L8EbCvZoEL4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BGwr2aBC+L9Z3flJmDz4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Wd35SZg8+L8WD5X04C34vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Fg+V9OAt+L8ipK7ffRn4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IqSu330Z+L8ipK7ffRn4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IqSu330Z+L/db0Yvg/z3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3W9GL4P897/db0Yvg/z3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3W9GL4P8978rwSAbhtX3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K8EgG4bV978rwSAbhtX3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K8EgG4bV97/mJOVN8573vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5iTlTfOe97/XTYEDPGn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"102BAzxp97/3acNLqzT3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"92nDS6s0978zZrdcVAH3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M2a3XFQB97/qG09CQc/2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6htPQkHP9r+EBXdxf572vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hAV3cX+e9r+Qc43PI2/2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kHONzyNv9r9U2DWCT0H2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VNg1gk9B9r8Ty4yINRX2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"E8uMiDUV9r8Q1W8qH+v1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ENVvKh/r9b/17iAVesP1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9e4gFXrD9b9Ym8Ct5Z71vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WJvAreWe9b+NHcM1Q3/1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jR3DNUN/9b/Zaa5CCmf1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2WmuQgpn9b8KvEyxqFX1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CrxMsahV9b+GkM+Lskr1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hpDPi7JK9b9eEVwf9EX1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XhFcH/RF9b8KJVIGikf1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CiVSBopH9b9nNcSY5k/1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZzXEmOZP9b+lu7e8r1/1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pbu3vK9f9b9IJFQRdHf1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SCRUEXR39b9AfiaKTpf1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QH4mik6X9b9OFKFBvb71vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ThShQb2+9b+L1zt12+z1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i9c7ddvs9b+2rxYdqSD2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tq8WHakg9r+BLhBXDFf2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gS4QVwxX9r9AuH3J0I32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QLh9ydCN9r+LlsXvH8T2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i5bF7x/E9r+uMQtpa/n2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rjELaWv59r8N1RyRYS33vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DdUckWEt97+pazsG3F/3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qWs7Btxf978/eR1K0pD3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"P3kdStKQ97/qM7TlTsD3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6jO05U7A97/vZ/7gZ+73vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"72f+4Gfu97/TAIHUNxv4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0wCB1Dcb+L8y4RFd2kb4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MuERXdpG+L+YCZKBanH4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mAmSgWpx+L+UvtdNAZv4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lL7XTQGb+L/22oFqtcP4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9tqBarXD+L83kVPqmuv4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N5FT6prr+L/ALxnxwhL5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wC8Z8cIS+b9FGb3tOzn5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RRm97Ts5+b/1xf7CEV/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9cX+whFf+b/9Bn++TYT5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/QZ/vk2E+b/WhPzm9qj5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1oT85vao+b95ZNu9Ec35vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eWTbvRHN+b++fUcEoPD5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vn1HBKDw+b/CmlWJoBP6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wppViaAT+r/qbuihDjb6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6m7ooQ42+r9YgRMl4Vf6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WIETJeFX+r/kDSOTCHn6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5A0jkwh5+r+TqRZIbJn6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k6kWSGyZ+r9VnzWb5Lj6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VZ81m+S4+r8P+gTxL9f6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D/oE8S/X+r+C+y/z2vP6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gvsv89rz+r8o0DAZBQ77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KNAwGQUO+7+SGWCOmx/7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"khlgjpsf+7/afEE6kyn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2nxBOpMp+7+AIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gCHYK/su+7+AIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gCHYK/su+7+AIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gCHYK/su+79Bc/JolSv7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"68rVQPIY+r+67M9ewTz6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uuzPXsE8+r/dAk4NPGD6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3QJODTxg+r+CXk89ZoP6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gl5PPWaD+r/Ve/iEQ6b6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Xv4hEOm+r9Jf0Ai18j6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SX9AItfI+r90RG9nJOv6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dERvZyTr+r/G0LzpLg37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xtC86S4N+7+AIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gCHYK/su+7+AIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VKOPtL7X9L9oY2wgx/D0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aGNsIMfw9L/MQTWZ9RH1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zEE1mfUR9b9ldTJKoTr1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZXUySqE69b+1yBv+oWn1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tcgb/qFp9b/zDNG2N5z1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8wzRtjec9b8B29iaGNH1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AdvYmhjR9b+iXCI0VAf2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"olwiNFQH9r8RqfSbGj72vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ean0mxo+9r8WkYbiu3T2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FpGG4rt09r9W+nRmrqr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vvp0Zq6q9r90Juockd/2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dCbqHJHf9r8rbXEDKBP3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K21xAygT97+EYL1XV0X3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hGC9V1dF979EXz63G3b3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RF8+txt2978bLOSjgaX3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gyzko4Gl97/gOAgSn9P3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4DgIEp/T978GzKotjgD4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BsyqLY4A+L9e6YDmaiz4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XumA5mos+L9caq35UFf4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XGqt+VBX+L+RHm5sWoH4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kR5ubFqB+L8OK/Aun6r4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DivwLp+q+L/AhdRUNdP4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wIXUVDXT+L9fLJfjMPv4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XyyX4zD7+L95vr+AoyL5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eb6/gKMi+b8sqpIHnUn5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LKqSB51J+b9Ln7DuK3D5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"S5+w7itw+b8oqVAjXZb5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KKlQI12W+b9/mq6RPLz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"f5qukTy8+b8zHipl1eH5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Mx4qZdXh+b/OAC8CMgf6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zgAvAjIH+r8ccPDZXCz6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HHDw2Vws+r/5t+ZXYFH6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+bfmV2BR+r/TzCJDR3b6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"08wiQ0d2+r+2tM9bHZv6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"trTPWx2b+r+yDBLY77/6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sgwS2O+/+r8IKrQbzuT6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CCq0G87k+r9z7K5pygn7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"c+yuacoJ+7+AIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gCHYK/su+7+AIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZHDc6yr/9L9UC0TOjDD1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VAtEzoww9b+OCe/GPGT1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jgnvxjxk9b9WPjYQk5n1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vj42EJOZ9b+VB5ox8M/1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lQeaMfDP9b9/wX3rugb2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"f8F967oG9r/NlsVxZT32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zZbFcWU99r/J05RJdHP2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ydOUSXRz9r9eKfI0iaj2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XinyNImo9r+xm+AYZtz2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sZvgGGbc9r+gEte56Q73vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oBLXuekO978PTx6UCkD3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D08elApA978AdOC10G/3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AHTgtdBv979AIiLgTp73vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QCIi4E6e97/eIoZxnsv3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3iKGcZ7L978UdumH2/f3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FHbph9v397+Jy7IvIiP4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"icuyLyIj+L9qGdiIjU34vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ahnYiI1N+L9v9YYxN3f4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b/WGMTd3+L9rYX2bNqD4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a2F9mzag+L/Wza3goMj4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1s2t4KDI+L/rNjcfifD4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6zY3H4nw+L+v8FgrARj5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"r/BYKwEY+b8B5lqvGD/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AeZarxg/+b8SzhnV3WX5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Es4Z1d1l+b+cnZImXoz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nJ2SJl6M+b8waeaYpbL5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MGnmmKWy+b8WSjeJv9j5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Fko3ib/Y+b+zoSlCt/75vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s6EpQrf++b+SJW9dlyT6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kiVvXZck+r8NNBC5akr6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DTQQuWpK+r+NdV9tPHD6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jXVfbTxw+r/BiiAVGJb6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wYogFRiW+r9vC/5NCrz6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bwv+TQq8+r99aPXfIOL6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fWj13yDi+r8p7zlhawj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ke85YWsI+7+AIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gCHYK/su+7+AIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YySaGchI+r+J8/hbzm76vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ifP4W85u+r8qis5455T6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KorOeOeU+r9oNc27Hrv6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aDXNux67+r+1oMSSgOH6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"taDEkoDh+r83aCxlGgj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N2gsZRoI+7+AIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gCHYK/su+7+AIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dzuFpUv8+b+nvIXRJyL6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p7yF0Sci+r+u0T5CFUj6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rtE+QhVI+r9blEaFHG76vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W5RGhRxu+r86Y8IJRpT6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OmPCCUaU+r+Bb4S1mrr6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gW+EtZq6+r8jV0u/I+H6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I1dLvyPh+r9cHnf16gf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XB539eoH+7+AIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gCHYK/su+7+AIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H5+rkMVI+r80KYsooG76vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NCmLKKBu+r95+qQjpZT6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"efqkI6WU+r+bZRfF27r6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m2UXxdu6+r/uAhMCTOH6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7gITAkzh+r/WrN8//gf7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1qzfP/4H+7+AIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gCHYK/su+7+AIdgr+y77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YiPAsRIe+L9iI8CxEh74vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YiPAsRIe+L/gDI9GXij4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4AyPRl4o+L/gDI9GXij4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4AyPRl4o+L+960iI7Uz4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vetIiO1M+L+PwHvLVXH4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j8B7y1Vx+L8HOQGHoZX4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j94n1ATR9L8So59WDtb0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EqOfVg7W9L+I/UUFWgn1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iP1FBVoJ9b9jTJYgNz71vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Y0yWIDc+9b9IvGRoNHT1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SLxkaDR09b+foA5l2ar1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n6AOZdmq9b/eTuI5qeH1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3k7iOanh9b+WktH/Kxj2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lpLR/ysY9r+sPEjI9032vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rDxIyPdN9r/SRqYVuIL2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0kamFbiC9r90/cYBOLb2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dP3GATi29r/vvHpRXOj2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oHLy8lP59L/BcEAoJSz1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wXBAKCUs9b+C9+BfxWD1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gvfgX8Vg9b9jWIxnqpb1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Y1iMZ6qW9b9iLx3ASM31vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Yi8dwEjN9b+4kLUtFgT2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uJC1LRYE9r/MtQp+kzr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zLUKfpM69r8vxe9KU3D2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"L8XvSlNw9r/ZcmHqAqX2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2XJh6gKl9r/WBMBkbtj2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1gTAZG7Y9r82BejcfAr3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NgXo3HwK97+ujvoCKzv3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ro76Ais797+faTGShGr3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n2kxkoRq97/8bkfYnpj3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/G5H2J6Y978ua9frk8X3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oHLy8lP59L8ISXwdDyn1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CEl8HQ8p9b/vKhO+m1v1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7yoTvptb9b8OWYw6NpD1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DlmMOjaQ9b8gcxtGLcb1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IHMbRi3G9b9IGgKG2fz1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SBoChtn89b9q7VnEnjP2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"au1ZxJ4z9r9LO/Yh9mn2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Szv2IfZp9r9eW2Gac5/2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m6EZ2daD9r/ExooC9VP2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xMaKAvVT9r/IHt5eRCX2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yB7eXkQl9r8Uf68u4ff1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FH+vLuH39b/6ahse88v1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+mobHvPL9b/saMOvsqH1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7GjDr7Kh9b8GxZhib3n1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BsWYYm959b/euN5NnFP1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3rjeTZxT9b+kjczF2jD1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pI3Mxdow9b9hnG2fVBL1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YZxtn1QS9b8sjAoQFfv0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LIwKEBX79L+FDf9Kker0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hQ3/SpHq9L+qkUsUcOD0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qpFLFHDg9L+JItmqmtz0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iSLZqprc9L8RhY8RSN/0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EYWPEUjf9L/tFBjA+Oj0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7RQYwPjo9L+gcvLyU/n0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oHLy8lP59L+gcvLyU/n0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oHLy8lP59L+gcvLyU/n0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"h0/1ynWb9b+vK3jcSHD1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ryt43Ehw9b9p+sIeqUb1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"afrCHqlG9b9tANgE4B71vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bQDYBOAe9b+gcvLyU/n0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oHLy8lP59L/ASEMIktb0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wEhDCJLW9L+P3ifUBNH0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zvXF22V69b/Icz/TH071vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yHM/0x9O9b+zKICxCiP1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"syiAsQoj9b+gcvLyU/n0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oHLy8lP59L8ZFpjZOtH0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GRaY2TrR9L+P3ifUBNH0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ctwc4TFb978K3BzhMVv3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ctwc4TFb97+kcYJUj2r3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pHGCVI9q979Ht6qE+HP3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R7eqhPhz978HbrpZ3Xf3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"B266Wd1397/DCcB7sXb3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wwnAe7F29797/Ifqn273vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"e/yH6p9u9797/Ifqn273vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"e/yH6p9u979ZqLI3Yl73vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WaiyN2Je979ZqLI3Yl73vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WaiyN2Je97//81FtoEP3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"//NRbaBD97/8C1PgnC73vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/AtT4Jwu97+7fuj4YSD3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u37o+GEg979jL+2FJBj3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Yy/thSQY979yovE8ARX3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cqLxPAEV97+O/h4rOxf3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jv4eKzsX97/N9MrAuR/3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zfTKwLkf97/N9MrAuR/3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zfTKwLkf97/bKWYqmC/3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2ylmKpgv97/bKWYqmC/3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2ylmKpgv97+IjtALoUf3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iI7QC6FH97+IjtALoUf3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iI7QC6FH97/nN6gwbGb3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5zeoMGxm97/nN6gwbGb3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5zeoMGxm97+2l3oLJIj3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tpd6CySI97+5XUsvZKP3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uV1LL2Sj978JuAxw/7b3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CbgMcP+2979UvHN6dsP3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VLxzenbD97/NUOI6+8n3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zVDiOvvJ97+K1t7fd8v3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"itbe33fL979M4RQDScf3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TOEUA0nH97/0dJSOwLz3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9HSUjsC897/0dJSOwLz3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9HSUjsC8979cr7OaCav3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XK+zmgmr979cr7OaCav3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XK+zmgmr97/j4AxceJD3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4+AMXHiQ97/j4AxceJD3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4+AMXHiQ979cAWb5D2z3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XAFm+Q9s979cAWb5D2z3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XAFm+Q9s97/qh0Ynbzj3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6odGJ28497/WE6JsLAf3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1hOibCwH97/Bj5X7Pdv2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wY+V+z3b9r9PtgQBo7b2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"T7YEAaO29r9wbVhavJn2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cG1YWryZ9r+UX/g1PoT2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lF/4NT6E9r/qX5ZulHX2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6l+WbpR19r/3fQVDEm32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"930FQxJt9r9mIvpITmr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZiL6SE5q9r+4BBZxY232vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uAQWcWNt9r+i3hlRYHf2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ot4ZUWB39r/JFa7wQor2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yRWu8EKK9r+SAqP3/qb2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kgKj9/6m9r/UzxCeAcf2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1M8QngHH9r/UzxCeAcf2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1M8QngHH9r9qnXZsu+32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ap12bLvt9r9qnXZsu+32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ap12bLvt9r9CLCrc9yL3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Qiwq3Pci97/PxGp1f1f3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z8RqdX9X979YMq6UwYn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WDKulMGJ978uO/NForn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LjvzRaK597/Q0CakKOf3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0NAmpCjn978s0IbzYRL4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LNCG82ES+L+DYUuhUjv4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"g2FLoVI7+L/vqS2K62H4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"76ktiuth+L+NSP3L/YX4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jUj9y/2F+L/Fe/GqJaf4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xXvxqiWn+L+gmvB0iMT4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oJrwdIjE+L/Qyj5hRdn4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Mo+YUXZ+L8xdH28m+b4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MXR9vJvm+L/e82Xyre34vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3vNl8q3t+L9kwIp9Se/4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZMCKfUnv+L9bWDt5k+v4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W1g7eZPr+L/VYKuqQuH4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1WCrqkLh+L8Vs4pFhM34vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FbOKRYTN+L8MQFyHTrT4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DEBch060+L8MQFyHTrT4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DEBch060+L/AOpNOBpL4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wDqTTgaS+L/AOpNOBpL4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wDqTTgaS+L/P5rHhBlz4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z+ax4QZc+L8aWJdePCX4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GliXXjwl+L+78bgxle73vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u/G4MZXu978CBc/mWrj3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AgXP5lq497+fguYHp4L3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n4LmB6eC97/RKHtPgk33vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Sh7T4JN979IFtFM7hj3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SBbRTO4Y979dJaeH6eT2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XSWnh+nk9r+LkPROcbH2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i5D0TnGx9r8CFlNqgn72vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AhZTaoJ+9r9KZoZuGUz2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SmaGbhlM9r9OmXiLMxr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Tpl4izMa9r8A5YZczuj1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AOWGXM7o9b94feNX6Lf1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eH3jV+i39b/Y7OrogIf1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2Ozq6ICH9b8dMCcjmVf1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HTAnI5lX9b9C6HR8Myj1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Quh0fDMo9b+gcvLyU/n0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"x0HLfaD0+L8+hC6W2RP5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PoQultkT+b97tH9G+i/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"e7R/Rvov+b9MoCF1qEX5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TKAhdahF+b8u2QSsulP5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LtkErLpT+b/vnLAWaVv5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"75ywFmlb+b/Pz34gkF35vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z89+IJBd+b9o2Hb4cFr5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aNh2+HBa+b8TFbb8GlH5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ExW2/BpR+b+nOM7bCj/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pzjO2wo/+b9JXZKKLSf5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SV2Sii0n+b9JXZKKLSf5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SV2Sii0n+b94HoXzXQb5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eB6F810G+b94HoXzXQb5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eB6F810G+b8AJV1gN9r4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ACVdYDfa+L8AJV1gN9r4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ACVdYDfa+L+HsSfrwKP4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"h7En68Cj+L/oGSY97Gz4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6BkmPexs+L/mfwyRMTb4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5n8MkTE2+L+6fED2vv/3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"unxA9r7/97+SdC07p8n3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"knQtO6fJ97920qod8pP3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dtKqHfKT97+Ee+ZFol73vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hHvmRaJe979AoLRgtyn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QKC0YLcp978MBv9AL/X2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DAb/QC/19r+k8FaVBsH2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pPBWlQbB9r+5Mr47OY32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uTK+OzmN9r++PB5swln2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vjwebMJZ9r9nXhf/nCb2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z14X/5wm9r8SFvDlw/P1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ehbw5cPz9b/MLfEaMsH1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zC3xGjLB9b+QaieE4o71vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kGonhOKO9b+AOKFs0Fz1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gDihbNBc9b/JWQ+b9yr1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yVkPm/cq9b+gcvLyU/n0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+h+FErCc9r9292WqjnD2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dvdlqo5w9r92vKaWR0f2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"drymlkdH9r/hdCmX1CL2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4XQpl9Qi9r+2hBElNgb2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"toQRJTYG9r/mpAwW4PD1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5qQMFuDw9b+GbpLfPeL1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hm6S3z3i9b/8/sZe2Nn1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/P7GXtjZ9b80HdI6fNf1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NB3SOnzX9b920NY4Vtv1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dtDWOFbb9b/HEDS4BOb1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xxA0uATm9b+eK36bcfj1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nit+m3H49b99Mnh8VxP2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fTJ4fFcT9r/0RIg41zb2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9ESIONc29r+Wn49HXWL2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lp+PR11i9r/oeG/w9JT2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6Hhv8PSU9r8Mp917qMv2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DKfde6jL9r/frK/TtwH3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"36yv07cB978HKPwZcDb3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Byj8GXA2978o3j5CgGn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KN4+QoBp97+/KzFF0Jr3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vysxRdCa979Y6vdrZcr3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WOr3a2XK97/gCpgEVPj3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4AqYBFT4978nSFKCtST4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J0hSgrUk+L97xtfFo0/4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"e8bXxaNP+L9Elr1ANnn4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RJa9QDZ5+L88mo8hgKH4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PJqPIYCh+L9ECPo3j8j4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RAj6N4/I+L+J2wotau74vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"idsKLWru+L/itJIMEBP5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4rSSDBAT+b/UZgH/dTb5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1GYB/3U2+b/M3lyxg1j5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zN5csYNY+b/0jNiJDXn5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9IzYiQ15+b/10qb1yZf5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9dKm9cmX+b/AqVPaPLT5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wKlT2jy0+b/G7cYGis35vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xu3GBorN+b+4WGWeXN/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uFhlnlzf+b/5nlCIKer5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+Z5QiCnq+b/YBt9FFu/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2AbfRRbv+b/XTvnBwe75vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1075wcHu+b8C/a7I8Oj5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Av2uyPDo+b8D+NpV6Nv5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A/jaVejb+b8zNkTnnMj5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MzZE55zI+b8zNkTnnMj5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MzZE55zI+b/SDvOkFK35vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0g7zpBSt+b/SDvOkFK35vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0g7zpBSt+b+0gx00SIf5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tIMdNEiH+b+0gx00SIf5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tIMdNEiH+b9bLzZtulH5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Wy82bbpR+b+VuTLdIRv5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lbky3SEb+b/iAkd2SeT4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4gJHdknk+L+/yElNeq34vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"v8hJTXqt+L9bs+3Z03b4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W7Pt2dN2+L8xtVN1ZUD4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MbVTdWVA+L8/gWqVNgr4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"P4FqlTYK+L9kijY/S9T3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZIo2P0vU978Un6o4pZ73vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FJ+qOKWe978AzeaTRGn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AM3mk0Rp97+so50iKDT3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rKOdIig0979dEuupTf/2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XRLrqU3/9r9quY4Cssr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"armOArLK9r+ekelMUZb2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"npHpTFGW9r/SfUsjJ2L2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0n1LIydi9r+zuc68Li72vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s7nOvC4u9r9PY84QY/r1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"T2POEGP69b9aBeTtvsb1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WgXk7b7G9b+pbyAaPZP1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qW8gGj2T9b8cqZOB2F/1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HKmTgdhf9b+RqaRHjCz1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kamkR4ws9b+gcvLyU/n0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SJu6JB9l9r9zNxvs2DD2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"czcb7Ngw9r8UBONvtPz1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FATjb7T89b+09yH0rMj1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tPch9KzI9b+EUTq0vZT1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hFE6tL2U9b/lnccE4mD1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5Z3HBOJg9b98VuF6FS31vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fFbhehUt9b+gcvLyU/n0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cVRFMznK9b9K9XAQ8ZX1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SvVwEPGV9b+ew99etWH1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nsPfXrVh9b99RpIzgi31vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fUaSM4It9b+gcvLyU/n0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t5YdR6zd97/rH3YqHKj3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6x92Khyo978vfWpRsHL3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"L31qUbBy978gKey0Zz33vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ICnstGc997/AX1OpQAj3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wF9TqUAI978nfUvsONP2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J31L7DjT9r9eCr+4TZ72vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xgq/uE2e9r9gNMzSe2n2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YDTM0ntp9r+397uvvzT2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t/e7r7809r813+2lFQD2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Nd/tpRUA9r/Lg0oCesv1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"y4NKAnrL9b/1BOUa6Zb1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9QTlGumW9b/dMD5XX2L1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3TA+V19i9b+MH51R2S31vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jB+dUdkt9b+gcvLyU/n0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tGAltz4K97+qMQB3HdX2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qjEAdx3V9r/QVc7QEaD2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0FXO0BGg9r85yq36GGv2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ocqt+hhr9r8uLF/lLzb2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Lixf5S829r/b4zdjUwH2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2+M3Y1MB9r+0Rxw+gMz1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tEccPoDM9b+d0NdLs5f1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ndDXS7OX9b+hGqV66WL1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oRqleuli9b8eELvmHy71vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HhC75h8u9b+gcvLyU/n0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jj9VswjV9b/ksxi39J/1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5LMYt/Sf9b/6tbnk32r1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+rW55N9q9b9z0x4GyDX1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"c9MeBsg19b9Eu48VqwD1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TQW3CFuz+L//AW/CHn34vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/wFvwh59+L/kHPTPCkf4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5Bz0zwpH+L9ff2nHIBH4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"X39pxyAR+L9kqIGWYdv3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WaN3Cc/l+b94l4lFGwb6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eJeJRRsG+r/+q8DvHCX6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/qvA7xwl+r+KhLiffEL6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ioS4n3xC+r+9QDsypF36vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vUA7MqRd+r+kR6BIvnT6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pEegSL50+r8Rd9RNt4P6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EXfUTbeD+r/HXNTbIIz6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"x1zU2yCM+r8tp2IEGI/6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LadiBBiP+r+HN7Wa/Yz6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hze1mv2M+r9qAL+ptIT6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"agC/qbSE+r9stYmD43L6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bLWJg+Ny+r+n62iPKFv6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p+tojyhb+r+n62iPKFv6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p+tojyhb+r9SUcYAUTn6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UlHGAFE5+r9SUcYAUTn6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UlHGAFE5+r9attdTNQT6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WrbXUzUE+r+8ceHZyc35vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vHHh2cnN+b/nJAIG/pb5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5yQCBv6W+b8Gx9cGIWD5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BsfXBiFg+b/vlwW1Uin5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"75cFtVIp+b+m5kueofL4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"puZLnqHy+L+ObPmBFbz4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jmz5gRW8+L9pjSyBs4X4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/bstCpvE+r9bh9cnP876vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W4fXJz/O+r8ZYz5NTNL6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GWM+TUzS+r8qZOozYNH6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KmTqM2DR+r9bqRFrt8r6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W6kRa7fK+r8n3hA6b736vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J94QOm+9+r8n3hA6b736vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J94QOm+9+r8n3hA6b736vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J94QOm+9+r8ccFUN4Kf6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HHBVDeCn+r/XRqLHe5D6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aBllOAqr+r9+24EbjtD6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ftuBG47Q+r/Tf/QyNfb6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"03/0MjX2+r9k54soEhz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZOeLKBIc+79k54soEhz7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZOeLKBIc+78sNCKSpCX7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LDQikqQl+78sNCKSpCX7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LDQikqQl+7887NVkti77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"POzVZLYu+7887NVkti77vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Om73Cq4c9b9NFNbrGTL1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TRTW6xky9b9NFNbrGTL1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TRTW6xky9b9NFNbrGTL1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TRTW6xky9b8lX9Sa8071vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JV/UmvNO9b/Z+S5MV3D1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2fkuTFdw9b+uMyEfT5f1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rjMhH0+X9b80RcNeUsP1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NEXDXlLD9b8d2+61jfP1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HdvutY3z9b/su5+KNCf2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7LufijQn9r+bZniheF32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m2Z4oXhd9r8WxCrOD5T2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FsQqzg+U9r9mT4vW5sn2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Zk+L1ubJ9r+3ArJZmv72vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"twKyWZr+9r9BCkNS8TH3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QQpDUvEx97/YVnNT1GP3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0sF5qKOb979rVDNQQ2b3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"a1QzUENm979ew9arDzH3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XsPWqw8x97+IVpaiBvz2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iFaWogb89r+CrHmGJcf2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gqx5hiXH9r+Qh8kTaZL2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kIfJE2mS9r9LlJKWzV32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z2RVEQcY+r/ieF27bCb6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4nhdu2wm+r/qxWEqYi76vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6sVhKmIu+r9IENek3DD6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SBDXpNww+r+bEBerKy76vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mxAXqysu+r8kchEATSX6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JHIRAE0l+r/DUXxaTxP6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"w1F8Wk8T+r8dv3VQZ/v5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Hb91UGf7+b8dv3VQZ/v5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Hb91UGf7+b91V4JWV9r5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dVeCVlfa+b91V4JWV9r5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dVeCVlfa+b91V4JWV9r5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dVeCVlfa+b8KnwMDBq75vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Z9EQ1ue+b8mdPSSaKz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JnT0kmis+b9g9QlNFbT5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YPUJTRW0+b886ROmP7b5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"POkTpj+2+b/2sRX1K7P5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9rEV9Suz+b8x/pby3Kn5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Mf6W8typ+b9nprUuuZf5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z6a1LrmX+b+uuYdUwX/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rrmHVMF/+b+uuYdUwX/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rrmHVMF/+b+uB+Lqql75vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rgfi6qpe+b+uB+Lqql75vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rgfi6qpe+b8sJwdMxSn5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LCcHTMUp+b8+QpOnVfP4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PkKTp1Xz+L8lgFoygrz4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JYBaMoK8+L9pjSyBs4X4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vetIiO1M+L9+1uXkHXT4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ftbl5B10+L/4zFW27pr4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+MxVtu6a+L+yjdD8b8H4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"so3Q/G/B+L9IEMkosOf4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SBDJKLDn+L/vgQLNuw35vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"74ECzbsN+b+Q97zgnjP5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kPe84J4z+b+9WfvsY1n5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"l5CN+vkP9b9sr28zAj71vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bK9vMwI+9b9vq/fTkW/1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b6v305Fv9b+mV53dpaP1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pled3aWj9b+75tKcXtn1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+vtSm3iL9b+mV53dpaP1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pled3aWj9b+mV53dpaP1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pled3aWj9b+mV53dpaP1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pled3aWj9b/We6e8/cL1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1nunvP3C9b9fcADH4uX1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"X3AAx+Ll9b8txd1TwA32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LcXdU8AN9r9h8Ja6ADr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YfCWugA69r9p4x3A/2n2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aeMdwP9p9r9BfUT4FZ32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QX1E+BWd9r8y9h8T59L2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MvYfE+fS9r8BtYmvGgj3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gJoGK/2x9b8ohYTg0af1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KIWE4NGn9b+mV53dpaP1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pled3aWj9b+mV53dpaP1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pled3aWj9b+mV53dpaP1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pled3aWj9b9Wr/3BtKb1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vq/9wbSm9b8C/Nn5ZbH1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AvzZ+WWx9b+jsmtfkcL1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"o7JrX5HC9b+st0F7dNn1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pled3aWj9b/PSTiB9XD1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z0k4gfVw9b/UP1dkcT71vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1D9XZHE+9b8hBXauFAz1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IQV2rhQM9b+VwN1B29n0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lcDdQdvZ9L+P3ifUBNH0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AhB9PEuK9r8FgA+6g7/2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BYAPuoO/9r8iH2lcgvP2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ih9pXILz9r8wBP3nIyb3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MAT95yMm97+CmHWrXlf3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gph1q15X978XjcgqOof3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"F43IKjqH97+fcyI8ybX3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Kjx+xFwG+b8ZfhyAY/P4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GX4cgGPz+L9HK7K51tr4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ryuyudba+L9HK7K51tr4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ryuyudba+L+yCq7sVrn4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sgqu7Fa5+L+yCq7sVrn4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sgqu7Fa5+L8JpMw7qoP4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CaTMO6qD+L+960iI7Uz4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EEpljycU+L/tSt9eMT74vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7UrfXjE++L+k3p4dh2f4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pN6eHYdn+L+P349jP5D4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j9+PYz+Q+L+8GnHdbrj4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/5pkzzEV9r//mmTPMRX2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/5pkzzEV9r//mmTPMRX2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/5pkzzEV9r86NXsu1T72vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OjV7LtU+9r8qwtys0Gn2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KsLcrNBp9r+aTiS4spj2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mk4kuLKY9r+j+NeD18r2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"o/jXg9fK9r/8Yh7U8v/2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/GIe1PL/9r/6iMsnWjT3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+ojLJ1o097+ZYV6yLmf3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mWFesi5n97/oBFKQX5j3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6ARSkF+Y978ARDYC9cf3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"T+Ip6jEX9r9xWsyTig32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cVrMk4oN9r9dejFm3gn2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XXoxZt4J9r/6hlIrOgz2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+oZSKzoM9r//mmTPMRX2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/5pkzzEV9r//mmTPMRX2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/5pkzzEV9r//mmTPMRX2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/5pkzzEV9r9AtDFhZiX2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QLQxYWYl9r9ebT6juTr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xm0+o7k69r/S9dhY/FT2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0vXYWPxU9r+Coh1P/nP2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gqIdT/5z9r9jNVogrZf2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N5FHUL42+b/ofw/dkTb5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6H8P3ZE2+b9vctdrBTD5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b3LXawUw+b9vctdrBTD5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b3LXawUw+b9vctdrBTD5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b3LXawUw+b+rLj9m8yL5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qy4/ZvMi+b+dRBC2hhD5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nUQQtoYQ+b9lX9nOovn4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZV/ZzqL5+L9XH9o2Yt34vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+M/f2WNd+L+l5M18R3n4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"peTNfEd5+L87n5/004z4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O5+f9NOM+L/4pCrLKZn4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+KQqyymZ+L8MemUxaZ/4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DHplMWmf+L/1RpDIS6D4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9UaQyEug+L+lnVPBw5v4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pZ1TwcOb+L8GoqvMP5D4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BqKrzD+Q+L+O7CVDnH74vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"juwlQ5x++L+O7CVDnH74vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"juwlQ5x++L9jnmEtP2X4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Y55hLT9l+L9jnmEtP2X4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Y55hLT9l+L/UX6xGvEL4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1F+sRrxC+L/UX6xGvEL4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1F+sRrxC+L/4XgPnSwz4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+F4D50sM+L85csVQldX3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OXLFUJXV97++r//gW5/3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vq//4Fuf978KZbqk1Wn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CmW6pNVp979Svku2EDX3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ur5LthA1978iqAa8EQH3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IqgGvBEB97/0xOQa2c32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9MTkGtnN9r+8iVitZpv2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vIlYrWab9r8TCC/jumn2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ewgv47pp9r+DMv6W2Dj2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eJ/MMEYR+b8l73+jrDb5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Je9/o6w2+b/7/bVWM1v5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+/21VjNb+b/mX2X01375vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5l9l9Nd++b/ItZ5dkaH5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BYAPuoO/9r8FgA+6g7/2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BYAPuoO/9r8FgA+6g7/2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BYAPuoO/9r9Y5Wgroe32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WOVoK6Ht9r/a7oQJuRr3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2u6ECbka97/SW8841kv3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0lvPONZL97+NN56deX73vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jTeenXl+97/l1q09G6/3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5datPRuv979eQ8nKw933vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XkPJysPd97+x7YE6iAr4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"se2BOogK+L8r4ZSlfjX4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FaZgitLA9r9czX3kzLf2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XM195My39r8vrWTXULT2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"L61k11C09r++J/tGYbb2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vif7RmG29r8FgA+6g7/2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BYAPuoO/9r8FgA+6g7/2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BYAPuoO/9r8FgA+6g7/2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BYAPuoO/9r92WLUgwdD2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dli1IMHQ9r+9yydEE+T2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vcsnRBPk9r/e78Y0yfv2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3u/GNMn79r9GbOnzPhj3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Rmzp8z4Y9788clHgezn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PHJR4Hs5978QqcgES1/3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EKnIBEtf9787NZwXHIn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OzWcFxyJ97/8i1lt+rX3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/ItZbfq1979N/5EW2eH3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Tf+RFtnh97/v/9VJUgr4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"roRznSQG+L/szTXv2gr4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7M0179oK+L8g9xV9cwr4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IPcVfXMK+L+7JY0/CgT4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uyWNPwoE+L/Bw86pXPf3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wcPOqVz397/Bw86pXPf3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wcPOqVz3979D6lb8YuP3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Q+pW/GLj979D6lb8YuP3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Q+pW/GLj97+R4F6sp8b3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"keBerKfG97+R4F6sp8b3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"keBerKfG97/9D0Hlx5/3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/Q9B5cef97/9D0Hlx5/3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/Q9B5cef978KZbqk1Wn3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/ksdx9Bx+L+QwFso9Jj4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kMBbKPSY+L8WLxB6eb74vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Fi8Qenm++L+Oq4O2T+L4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jquDtk/i+L/Hht9gTAT5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oElktE8X+L9E5qM56kL4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ROajOepC+L9CbzFlQG34vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Qm8xZUBt+L94FMqaaZb4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eBTKmmmW+L8WLxB6eb74vw==\",\"dtype\":\"float64\",\"shape\":[2]}],\"ys\":[{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAAD1kWEpzVihPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9ZFhKc1YoT9wbo+xa0GxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cG6PsWtBsT/87Mw02r65Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/OzMNNq+uT9hv6nuQRLBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Yb+p7kESwT9e5IrpIDnFPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAABlYON8LDihPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZWDjfCw4oT86/NEXlCKxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OvzRF5QisT+A7KfAY5O5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gOynwGOTuT/eMyG2OPfAPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3jMhtjj3wD+OwFwF2BnFPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jsBcBdgZxT9Y7dPejzHJPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WO3T3o8xyT8P78XXWT7NPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D+/F11k+zT/RowBTFaDQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAADgDiN0BQShPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4A4jdAUEoT9QEk6Q6/CwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UBJOkOvwsD99pgiKvEy5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"faYIirxMuT8E3Mm5ucrAPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BNzJubnKwD8yZDtijeXEPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MmQ7Yo3lxD887Tzu3fbIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PO087t32yD/np5UQov7MPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"56eVEKL+zD9+M+laan7QPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fjPpWmp+0D/JxkAxt3jSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ycZAMbd40j8LppWELG7UPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"C6aVhCxu1D/2Ya9lwF7WPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9mGvZcBe1j9nmSxXYkrYPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z5ksV2JK2D9nmSxXYkrYPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAAAQkE9xnbOgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EJBPcZ2zoD/hI2c+Q6SwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4SNnPkOksD88QCWdXN+4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PEAlnVzfuD86bSN3jYXAPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Om0jd42FwD+0eO7iwpPEPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tHju4sKTxD8/yPvsR5rIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"P8j77EeayD+6C8qxEJnMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ugvKsRCZzD9eQDXcCUjQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XkA13AlI0D8HR+uAnD/SPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"B0frgJw/0j/Sq18dNTPUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0qtfHTUz1D+V2MdqxCLWPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ldjHasQi1j8kV7WHNQ7YPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JFe1hzUO2D/mvr3HcfXZPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5r69x3H12T/EuRgDXdjbPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAAAFJHtXCTqgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BSR7Vwk6oD8qJ082sTCwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KidPNrEwsD8zOsIMuzq4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MzrCDLs6uD/JeYhPeB3APw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yXmIT3gdwD+T/WdvixjEPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k/1nb4sYxD+GmNgPcA7IPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hpjYD3AOyD+CiHIyBv/LPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gohyMgb/yz/TSr1lIurPPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"00q9ZSLqzz+yKyZFz+fRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sismRc/n0T++iTtNp9fTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vok7TafX0z9g4udGf8TVPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YOLnRn/E1T8wjVFgO67XPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MI1RYDuu1z/VOvwOu5TZPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Tr8DruU2T+hzNnr23fbPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oczZ69t32z/rUVqJd1fdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"61FaiXdX3T+/hkN6YTPfPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"v4ZDemEz3z/sNZP+s4XgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAACg8E5ipwifPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPBOYqcInz9wTF5T9gmvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cExeU/YJrz9wk3TIWke3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cJN0yFpHtz+dtzM6UAi/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nbczOlAIvz/YDhzJdmPDPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2A4cyXZjwz9Z2+gKLkHHPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WdvoCi5Bxz+s63nE4hzLPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rOt5xOIcyz/bwFjiNPbOPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"28BY4jT2zj9hHuCBY2bRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YR7ggWNm0T8dd/qwIFDTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HXf6sCBQ0z+KTRisJTjVPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ik0YrCU41T+gzl2KRR7XPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oM5dikUe1z+H01j5UQLZPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"h9NY+VEC2T+gEhx4HOTaPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oBIceBzk2j8+Cq09dcPcPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PgqtPXXD3D9/32iQJ6DePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"f99okCeg3j/fzimf/TzgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"384pn/084D9DY/H2WCjhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Q2Px9lgo4T+5WCo8BRLiPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uVgqPAUS4j/RTCO63PniPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Uwjutz54j/RTCO63PniPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Uwjutz54j+b5SvMUxjjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m+UrzFMY4z+b5SvMUxjjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m+UrzFMY4z95m8t9MyzjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eZvLfTMs4z95m8t9MyzjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAAAgpn9AZe+cPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IKZ/QGXvnD9m0t31txKtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZtLd9bcSrT9maC5XPuW1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZmguVz7ltT8bjt5KvEy9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"G47eSrxMvT8rjXDWs17CPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K41w1rNewj9eJMIumBrGPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XiTCLpgaxj95oGatFtnJPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eaBmrRbZyT/NXgKgWZnNPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zV4CoFmZzT97sBg6U63QPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"e7AYOlOt0D9QUyQyKI7SPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UFMkMiiO0j+dM5xv227UPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nTOcb9tu1D+VDAiMIE/WPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lQwIjCBP1j8BEIMAsy7YPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ARCDALMu2D8qJlyaTw3aPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KiZcmk8N2j8zfdFktOrbPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M33RZLTq2z+ZkLaCncbdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mZC2gp3G3T/9zy3EyaDfPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/c8txMmg3z/dc9DXebzgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3XPQ13m84D/IJshSaafhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yCbIUmmn4T/T81PBDJHiPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0/NTwQyR4j8DFcXeOXnjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AxXF3jl54z/kmTwuw1/kPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAABFtie3JoybPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RbYntyaMmz9I6AOqHMirPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SOgDqhzIqz+SQwMg8v20Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kkMDIPL9tD9y8Idgbiy8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cvCHYG4svD8Z08sW9LXBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAADVtCPNLuKZPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1bQjzS7imT8TAJqkVT2qPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EwCapFU9qj/h5WAb1+qzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4eVgG9fqsz/5+Wh7t9a6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAADpK0/GPpaVPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6StPxj6WlT/jo3emL0amPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"46N3pi9Gpj/kjB5gQCqxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5IweYEAqsT+FVaEq9263Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hVWhKvdutz+5qHTMLee9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAAAhK2WbfgSJPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IStlm34EiT/sk31PBrWbPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7JN9Twa1mz8Dj7+0D56mPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A4+/tA+epj+NtRE15i+wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jbURNeYvsD+jW31QJny1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"o1t9UCZ8tT9a3y2otSK7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Wt8tqLUiuz8GM8MufIrAPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BjPDLnyKwD+CmdXhTaPDPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gpnV4U2jwz8inWy2qNbGPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ip1stqjWxj8/6/3lQiDKPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"P+v95UIgyj+yLlSeiXzNPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"si5Unol8zT/U7eemOHTQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1O3npjh00D+oCQV5sjDSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qAkFebIw0j9qQSmLn/LTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"akEpi5/y0z/2U5NkFbnVPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9lOTZBW51T/wDWOaRIPXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8A1jmkSD1z+Gl1LVe1DZPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hpdS1XtQ2T9SDiJ+HyDbPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ug4ifh8g2z+DMVLTofHcPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gzFS06Hx3D/KkCXzhcTePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ypAl84XE3j9H7+0gK0zgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R+/tICtM4D9EbWtxUjbhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RG1rcVI24T+5A7sthSDiPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uQO7LYUg4j/xBU39jQrjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8QVN/Y0K4z9tlMVFOfTjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bZTFRTn04z/R8htvUd3kPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0fIbb1Hd5D8c6NWjnMXlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HOjVo5zF5T9nuCXK3azmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z7glyt2s5j9HvZSF0JLnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R72UhdCS5z+ArNuoKXfoPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gKzbqCl36D+ArNuoKXfoPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gKzbqCl36D8lN745iqboPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JTe+OYqm6D8lN745iqboPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LtIkGHCMkj+gaIuJRGaBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oGiLiURmgT8B9emwDt9jPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AfXpsA7fYz8AAAAAAAAAAA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAABWyIpsY0FUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VsiKbGNBVD8cOh7Pp8R4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BMtWYuRb6D/w382F7f7oPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8N/Nhe3+6D/A+Cqz8Y3pPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wPgqs/GN6T9EH2/tRg3qPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RB9v7UYN6j/E5lwzmIXqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xOZcM5iF6j+TNysr2/jqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kzcrK9v46j/uzwCREUfrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7s8AkRFH6z/uzwCREUfrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7s8AkRFH6z/F0n5mAn3rPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xdJ+ZgJ96z/F0n5mAn3rPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xdJ+ZgJ96z/U0lFr05LrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1NJRa9OS6z/U0lFr05LrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1NJRa9OS6z/hrv2I03rrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4a79iNN66z/A+r+ljDrrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wPq/pYw66z8mPK3qNt7qPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Jjyt6jbe6j+2NHVfFGzqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tjR1XxRs6j+7B5xerOfpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uwecXqzn6T+EBD5/D1PpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hAQ+fw9T6T/6d0CwY6/oPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+ndAsGOv6D/FJu/kKf3nPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xSbv5Cn95z9MRAavWzznPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TEQGr1s85z8KqTrFdmzmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Cqk6xXZs5j8MymaTiozlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DMpmk4qM5T+ds57vPJvkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nbOe7zyb5D+azDV0Qp/jPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"msw1dEKf4z+4fhry1qviPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uH4a8tar4j8w97y7gsDhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MPe8u4LA4T+L8WyvNNzgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i/FsrzTc4D/Gr0A+gfrfPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xq9APoH63z90bhe0FUTePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dG4XtBVE3j9Y66GhgZTcPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WOuhoYGU3D/Qcmn+mu/aPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0HJp/prv2j8+ZI07cF/ZPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PmSNO3Bf2T9n/gVvX/PXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z/4Fb1/z1z/oFJDmi7zWPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6BSQ5ou81j9BTbLGxsnVPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QU2yxsbJ1T/izGWmmybVPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4sxlppsm1T+KjjCLBN3UPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"io4wiwTd1D/cpV5CU+jUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3KVeQlPo1D80Is+qwz7VPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NCLPqsM+1T8F6MmgUNbVPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BejJoFDW1T93V2OgQ6XWPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d1djoEOl1j9/+TbExaLXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"f/k2xMWi1z8Ta4W4JsfYPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"E2uFuCbH2D9SQUA26gvaPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UkFANuoL2j9HhQGcpWvbPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R4UBnKVr2z9Ccyze9OHcPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QnMs3vTh3D9OKMYDSWvePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TijGA0lr3j+zSpz9XQLgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s0qc/V0C4D+/FF7T+9XgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vxRe0/vV4D+HU2T/iq/hPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"h1Nk/4qv4T8mcUM0RY7iPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JnFDNEWO4j/KYLa6i3HjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ymC2uotx4z++96U/3ljkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vvelP95Y5D+jznZJ1kPlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"o852SdZD5T+1QQA7IzLmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tUEAOyMy5j+Ppu2NhiPnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j6btjYYj5z8KyVOm0hfoPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CslTptIX6D8ND2/X6g7pPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DQ9v1+oO6T9yi2KjwQjqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cotio8EI6j9mfvEKWwXrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Zn7xClsF6z/HaI4czgTsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"x2iOHM4E7D8mT+7sSQftPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Jk/u7EkH7T814g4+Ig3uPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NeIOPiIN7j8PWX/X2RbvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D1l/19kW7z9if4vEnxLwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Yn+LxJ8S8D8o7r8l15zwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KO6/Jdec8D8Wzi2VPivxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Fs4tlT4r8T/yDQbqYZ/xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8g0G6mGf8T9VQ/o1I/jxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VUP6NSP48T8vFSJwI1ryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LxUicCNa8j8vFSJwI1ryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LxUicCNa8j8vFSJwI1ryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LxUicCNa8j+/6pfjhK/yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+NbmapDt6D+nEtAqYuPpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pxLQKmLj6T/YxS/E3drqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2MUvxN3a6j+kvbrK6NPrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pL26yujT6z9famMkbM7sPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"X2pjJGzO7D8TCr5mUsrtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ewq+ZlLK7T9JOWhqiMfuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"STloaojH7j8ZZX4Y+MXvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GWV+GPjF7z/qkmc2xGLwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6pJnNsRi8D/qkmc2xGLwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ygLNJ0Gr1j95S1VvZ9nUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eUtVb2fZ1D8asQBIuiXTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GrEASLol0z+tZqX7D6HRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rWal+w+h0T9EXKBQelrQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RFygUHpa0D+rMuBKdsXOPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qzLgSnbFzj+ZS9nkLXTNPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mUvZ5C10zT9Q5iZFMb3MPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UOYmRTG9zD+0fHqXNJrMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tHx6lzSazD9bq7eH2gHNPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W6u3h9oBzT+pYEo46efNPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qWBKOOnnzT9fRoMOTz7PPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"X0aDDk8+zz/oOvHsKnvQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6Drx7Cp70D/gz51e5YDRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4M+dXuWA0T+PipRS6KnSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j4qUUuip0j/dJrk0kvDTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3Sa5NJLw0z8sY9MbDlDVPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LGPTGw5Q1T8djXU9WsTWPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HY11PVrE1j+FzPFYJkrYPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hczxWCZK2D+LN9Zosd7ZPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"izfWaLHe2T/yoDhatn/bPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8qA4WrZ/2z8I3jYLVyvdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CN42C1cr3T9zI/mqAuDePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cyP5qgLg3j/ANW4ZNE7gPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wDVuGTRO4D8dUhDCuC/hPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HVIQwrgv4T/r7DYOGRTiPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6+w2DhkU4j/GPpXZ7vriPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xj6V2e764j9w0APG4uPjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cNADxuLj4z+ZNASYp87kPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mTQEmKfO5D8EuLPP97rlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BLizz/e65T+wVB/flKjmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sFQf35So5j/a/qYiQpfnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2v6mIkKX5z9WfMWTxIboPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VnzFk8SG6D9s5N3l4HbpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bOTd5eB26T+rKuN9V2fqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qyrjfVdn6j/8ibQr4VfrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/Im0K+FX6z8xd9oXK0jsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MXfaFytI7D9qpCD60jftPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aqQg+tI37T/NIoHKXibuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zSKByl4m7j/NIoHKXibuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2EKcCmUnxj+Vl2kHF/bDPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lZdpBxf2wz8P4xASnEfCPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D+MQEpxHwj90WopX9R3BPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dFqKV/UdwT/1KWDXAXrAPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9Slg1wF6wD9jBJ7cY1rAPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YwSe3GNawD9phtM/bbrAPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aYbTP226wD83sdtwQ5LBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N7HbcEOSwT9XwIxtJNfCPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"V8CMbSTXwj8nG5h5qHzEPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JxuYeah8xD83LvmMEHbGPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ny75jBB2xj+kk726L7fIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pJO9ui+3yD/jNs2d9TTLPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4zbNnfU0yz/oweVDyuXNPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6MHlQ8rlzT+mNmBHu2DQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pjZgR7tg0D8oj4VGieDRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KI+FRong0T9W+eHLa2/TPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vvnhy2tv0z9GS6df/ArVPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RkunX/wK1T9WsmNFPLHWPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VrJjRTyx1j9FlrpngGDYPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RZa6Z4Bg2D805LdWZRfaPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NOS3VmUX2j/o+3RHv9TbPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6Pt0R7/U2z8sGMm7h5fdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LBjJu4eX3T/4FTPf4l7fPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+BUz3+Je3z/lDdCLCZXgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5Q3QiwmV4D9z7RI8NXzhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"c+0SPDV84T9p4Yo3qmTiPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aeGKN6pk4j8VaDkIJE7jPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FWg5CCRO4z+xrHRhYDjkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sax0YWA45D9IcYw1IiPlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SHGMNSIj5T+16o3YKw7mPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"teqN2CsO5j9kPdO1PvnmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZD3TtT755j+7wDF2GeTnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u8Axdhnk5z+ea8PKdM7oPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nmvDynTO6D+wZWd4AbjpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sGVneAG46T+fa1E/ZKDqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n2tRP2Sg6j/HHzMoNYfrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xx8zKDWH6z/HHzMoNYfrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rEdY3f3H5D8gJ1XX57HlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ICdV1+ex5T/ixQFtZpvmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4sUBbWab5j+tIPKGOITnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rSDyhjiE5z8dv2cxFWzoPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Hb9nMRVs6D/ZFzfeq1LpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2Rc33qtS6T9EHgxXoDfqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RB4MV6A36j9EHgxXoDfqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ST09NJtX4D+qkvQ9c0LhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qpL0PXNC4T+KB9fP6SziPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"igfXz+ks4j+lImwEzhbjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pSJsBM4W4z/NM/zf7v/jPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zTP83+7/4z8fGdG+F+jkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HxnRvhfo5D+7oFHJEM/lPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u6BRyRDP5T+hAK7jnLTmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oQCu45y05j88G760dpjnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PBu+tHaY5z88G760dpjnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IGBHs1zZ4D8k0k1vPcThPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JNJNbz3E4T9YyGRpLq7iPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WMhkaS6u4j/VYEP6A5fjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1WBD+gOX4z8G8KgljX7kPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BvCoJY1+5D9zu8K+lGTlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"c7vCvpRk5T+6GZfj4UjmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uhmX4+FI5j+6GZfj4UjmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K9DNDbnqaT8r0M0NueppPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K9DNDbnqaT+/aqdCn2mHPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"v2qnQp9phz+/aqdCn2mHPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"v2qnQp9phz82GHASTfmkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NhhwEk35pD/Fks4/fxKyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xZLOP38Ssj9Mf9hVAa25Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gNp2g+GCsD+ECcAvNhywPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hAnALzYcsD/k4CwxlBOpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5OAsMZQTqT9NDhL3i7ejPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TQ4S94u3oz9byps5fzWgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W8qbOX81oD+3GztgdzOdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"txs7YHcznT+LaNYYUcydPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i2jWGFHMnT+9ZqiDrQ6hPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vWaog60OoT82GHASTfmkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NhhwEk35pD8Dwz/BP4CqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A8M/wT+Aqj9YvVWcPLuwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WL1VnDy7sD+g6v11Sda0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"USSom/N1vz/Uz8Aomau7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1M/AKJmruz9T0fMo99e4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U9HzKPfXuD+uZv/N8gC3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rmb/zfIAtz+z2gC+oCm2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s9oAvqAptj8DWKK41U+2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A1iiuNVPtj8EEsILTmq3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BBLCC05qtz9+MpxmImm5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fjKcZiJpuT+RidY0RTe8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kYnWNEU3vD8m6SH0s7y/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Jukh9LO8vz9t+CiudPDBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bfgornTwwT/0FeE8T0bEPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9BXhPE9GxD+uEDa5dNXGPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rhA2uXTVxj8vZyoTypTJPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"L2cqE8qUyT+SdR7GmHzMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RB4MV6A3yj98DV2nXLzHPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fA1dp1y8xz8F1Z+cD8nFPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BdWfnA/JxT8ApK167V7EPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AKSteu1exD+5CKEqin7DPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uQihKop+wz9cqGyWsibDPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XKhslrImwz/Ogwc2ZFPDPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zoMHNmRTwz/O4t8YB/3DPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zuLfGAf9wz+heD4RPRnFPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8CM3mre96T/7v6qAYB/pPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+7+qgGAf6T+UosZEEXXoPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lKLGRBF16D/nC7YG577nPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5wu2Bue+5z/x6bbnr/zmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8em256/85j9okk716S3mPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aJJO9ekt5j96L8SPwFHlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ei/Ej8BR5T8QZpCrEWfkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EGaQqxFn5D8bOVhXeWzjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GzlYV3ls4z/hlag05mLiPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4ZWoNOZi4j/OcenKH2LhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"znHpyh9i4T9ZYfBz0WjgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WWHwc9Fo4D8WykoiJerePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FspKIiXq3j9OlCDK8AndPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TpQgyvAJ3T9ZFCgCcS3bPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WRQoAnEt2z8n2cbCeVTZPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J9nGwnlU2T88G760dpjXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PBu+tHaY1z88G760dpjXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PBu+tHaY1z88G760dpjXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wNlVlX4Q5z8S/G1Aa0jmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EvxtQGtI5j+IFqW0NXXlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iBaltDV15T8ZnPgAAZbkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GZz4AAGW5D+yFklBuKnjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"shZJQbip4z8LbV7eAK/iPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"C21e3gCv4j9sqB0NlYPiPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qadid05U5z8Mz87EvpTmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DM/OxL6U5j+cCAHA8MvlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nAgBwPDL5T82GHASTfnkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NhhwEk355D/2abT+9RvkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9mm0/vUb5D/2IdzJvBrkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CIzzT2xH5j8IjPNPbEfmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CIzzT2xH5j/DGy2phoPmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wxstqYaD5j/K3YH5LcTmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yt2B+S3E5j+02RQujvjmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tNkULo745j/Idov0tTLnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yHaL9LUy5z8q77N1oFTnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ku+zdaBU5z8q77N1oFTnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ku+zdaBU5z+aEDvBeFXnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mhA7wXhV5z+aEDvBeFXnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mhA7wXhV5z8L99xW/hnnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"C/fcVv4Z5z/HGnovJMPmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xxp6LyTD5j/KKs9mUWnmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yirPZlFp5j/j/SdzuBXmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4/0nc7gV5j9/waPDUMrlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"f8Gjw1DK5T8xA8n1JoLlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MQPJ9SaC5T9Ctprud0vlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Qraa7ndL5T9Ctprud0vlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Qraa7ndL5T+7/hKibS3lPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u/4Som0t5T+7/hKibS3lPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u/4Som0t5T8mgA62FDblPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JoAOthQ25T8mgA62FDblPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JoAOthQ25T8yCI7/DnPlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MgiO/w5z5T8yCI7/DnPlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MgiO/w5z5T/rtzuMuuflPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"67c7jLrn5T8vJGhmdHDmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LyRoZnRw5j9gxlPI7/fmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YMZTyO/35j/cVMKmz3LnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3FTCps9y5z+DAOuYW97nPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gwDrmFve5z/BGvi+BT3oPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wRr4vgU96D8Q5nRXPZjoPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EOZ0Vz2Y6D9aUPOCXN/oPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WlDzglzf6D9aUPOCXN/oPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WlDzglzf6D8Kk+Pfhg/pPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CpPj34YP6T8Kk+Pfhg/pPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CpPj34YP6T9rEeT1UyHpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"axHk9VMh6T9rEeT1UyHpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"axHk9VMh6T/H+LgXGgjpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"x/i4FxoI6T/H+LgXGgjpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"x/i4FxoI6T/9QZXXSKnoPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/UGV10ip6D9aoeqFEBzoPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WqHqhRAc6D9ZiZlscHPnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WYmZbHBz5z9SurgXtr/mPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Urq4F7a/5j8v6ljKHAvmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"L+pYyhwL5j/OIsX831vlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ziLF/N9b5T9v+cqsgrXkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b/nKrIK15D+h+G4VoxjkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ofhuFaMY5D/mL1Bho4TjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5i9QYaOE4z+0wzgtDPfiPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tMM4LQz34j9oxxVZ0W7iPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aMcVWdFu4j8uQhkqsPDhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LkIZKrDw4T8BcZJRCI3hPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AXGSUQiN4T/YQe/Na1jhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2EHvzWtY4T/YQe/Na1jhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2EHvzWtY4T9o0mwBH0nhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aNJsAR9J4T9o0mwBH0nhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aNJsAR9J4T+Cf9mi+W/hPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gn/Zovlv4T9iZB9IIcvhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YmQfSCHL4T/r67YKLUziPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6+u2Ci1M4j8WAQA7C+riPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FgEAOwvq4j+6byssxp7jPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"um8rLMae4z/WlmoGWWbkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1pZqBllm5D94vmk1ID7lPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eL5pNSA+5T+8cdFyfyTmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vHHRcn8k5j/xfdweuRjnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8X3cHrkY5z9Ya3ys4hroPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WGt8rOIa6D8u91oCByvpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LvdaAgcr6T9yWRxwjBvqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"clkccIwb6j8PZtHite3qPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D2bR4rXt6j+/FQDDQaXrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vxUAw0Gl6z+YH0rYP0fsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mB9K2D9H7D+b2CkMCtvsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m9gpDArb7D8ju7XCx2jtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I7u1wsdo7T/Qi2b9G+/tPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Itm/Rvv7T+XLHIos07uPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lyxyKLNO7j+XLHIos07uPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lyxyKLNO7j/JkKr2RZjuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yZCq9kWY7j/JkKr2RZjuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yZCq9kWY7j+vL1g3r8ruPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ry9YN6/K7j+ZKXWc+s7uPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mSl1nPrO7j+KapmLjbTuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"imqZi4207j9ZyfOgsYPuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WcnzoLGD7j/KHegPVEHuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yh3oD1RB7j9V3SfqpPDtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vd0n6qTw7T/vyYyK3JPtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"78mMityT7T8cPALQmyztPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HDwC0Jss7T/QqgRvIbzsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0KoEbyG87D/xs52CaEPsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8bOdgmhD7D9QaznSOsPrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UGs50jrD6z8HpJRtOjzrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"B6SUbTo86z+890TT6a7qPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vPdE0+mu6j/bqQmfrxvqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"26kJn68b6j95+vwO2oLpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"efr8DtqC6T+oKuazoOToPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qCrms6Dk6D9wm9GsJUHoPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cJvRrCVB6D88G760dpjnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VcIdo/lL6D/5MAnniFbpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+TAJ54hW6T8hcFysuGzqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IXBcrLhs6j9n41wYEnPrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Z+NcGBJz6z+/O/Y1/FXsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vzv2NfxV7D/dbAJg3hrtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3WwCYN4a7T+/Yt8vxcftPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"v2LfL8XH7T8DNj0bsGTuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AzY9G7Bk7j/5JLm7j/nuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+SS5u4/57j/51EK0pIjvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+dRCtKSI7z/Z5FSj8/TvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2eRUo/P07z/Z5FSj8/TvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2eRUo/P07z+NSl8oHifwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jUpfKB4n8D+NSl8oHifwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jUpfKB4n8D/BShXeWUjwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wUoV3llI8D/BShXeWUjwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wUoV3llI8D9cVEvetFnwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XFRL3rRZ8D+MDW6ykFrwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jA1uspBa8D9/eyQuqk/wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"f3skLqpP8D+Pg/WUwTvwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j4P1lME78D8zW9BrliDwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M1vQa5Yg8D/NgWxwtP7vPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zYFscLT+7z/uOISm27HvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7jiEptux7z869myo/FvvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OvZsqPxb7z81GCKOLv7uPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NRgiji7+7j994CR1WpnuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"feAkdVqZ7j/CCcILSC7uPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wgnCC0gu7j8mD3Jipr3tPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Jg9yYqa97T+BhicXD0jtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gYYnFw9I7T9w327GB87sPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cN9uxgfO7D+K0+8lBlDsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"itPvJQZQ7D/465ezcs7rPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+OuXs3LO6z/QccSCqEnrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0HHEgqhJ6z+6qi0u9sHqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uqotLvbB6j9EHgxXoDfqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0qNJAUII6D9xvF3C8kfnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cbxdwvJH5z/1gbu4wnLmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9YG7uMJy5j+lLRdzcI/lPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pS0Xc3CP5T+/ZtyC8rHkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"v2bcgvKx5D8hZlnuh9zjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IWZZ7ofc4z99Z4O6zw/jPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fWeDus8P4z81+AMrJUviPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NfgDKyVL4j/lt8S0S43hPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5bfEtEuN4T9I/DCyK9XgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SPwwsivV4D+bKcZJ2CLgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mynGSdgi4D+DJ2LWQPPePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gydi1kDz3j/CY/+pQMLdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wmP/qUDC3T/InrgnzcbcPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yJ64J83G3D9j9QvQOhXcPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Y/UL0DoV3D9Tu7dcMb7bPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U7u3XDG+2z/b2YP+E8zbPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"29mD/hPM2z8tCOLdLjTcPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LQji3S403D95XjcFOeXcPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eV43BTnl3D9vvl7kMNHdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b75e5DDR3T/MUMBJ3+zePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zFDASd/s3j/bo2bAvBfgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"26NmwLwX4D8ILb3FDsngPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CC29xQ7J4D9DNsMbu4fhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QzbDG7uH4T+qTglEs1HiPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qk4JRLNR4j8sB4BOYyXjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LAeATmMl4z91TgUulwHkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dU4FLpcB5D/LBsVAaeXkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ywbFQGnl5D9c903WOdDlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XPdN1jnQ5T8kKQjAo8HmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JCkIwKPB5j+irb3cebnnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oq293Hm55z+0HTuVzbfoPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tB07lc236D87uyhH8rzpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O7soR/K86T+IA81Uj8nqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iAPNVI/J6j8DtQI+w97rPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A7UCPsPe6z8wL5B/P/7sPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MC+Qfz/+7D/Nh7tf5fvtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zYe7X+X77T9i6H2vVNTuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Yuh9r1TU7j84Cn38oI/vPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OAp9/KCP7z8VMpH2rRrwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FTKR9q0a8D/z9PaBRmfwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8/T2gUZn8D/fhIjMGrHwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"34SIzBqx8D/dQ3hfqe3wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3UN4X6nt8D/dQ3hfqe3wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3UN4X6nt8D8aDCqOJyLxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ggwqjici8T8aDCqOJyLxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ggwqjici8T/OM25wpE3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zjNucKRN8T/OM25wpE3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zjNucKRN8T9/P01KFG/xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fz9NShRv8T/kRKny1H3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5ESp8tR98T9BLGw+93/xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QSxsPvd/8T85if/2znjxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OYn/9s548T+MgjBRVmrxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jIIwUVZq8T8LKORi1FXxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CyjkYtRV8T9LgO4QLDzxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"S4DuECw88T8MPGajBR7xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DDxmowUe8T9KpyJa5vvwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SqciWub78D/2VrcHPdbwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9la3Bz3W8D9BnLdPaa3wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QZy3T2mt8D9Qygg6wYHwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UMoIOsGB8D9eFlbpk1PwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XhZW6ZNT8D9EaLVQKiPwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RGi1UCoj8D/QWmLNj+HvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0FpizY/h7z96VIDkVnnvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"elSA5FZ57z9yBEGZHg7vPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cgRBmR4O7z/a4ECuU6DuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2uBArlOg7j93dN/7WjDuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d3Tf+1ow7j9wYN9UkL7tPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cGDfVJC+7T979NQMR0vtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"e/TUDEdL7T9LIVr5ydbsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9YqbK81/8D+qlXwgak7wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qpV8IGpO8D+1lAgU0xvwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tZQIFNMb8D89KSlSc9DvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PSkpUnPQ7z/diJ9FmWfvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3YifRZln7z9Ratz7bv3uPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UWrc+2797j8H/y2KQ5LuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"B/8tikOS7j/NIoHKXibuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZP0FrWOC8D8uWytGEVHwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LlsrRhFR8D/uE+M3TB/wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7hPjN0wf8D+Ah/KictrvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gIfyonLa7z9RJKib83XvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"js6fSoS/8j98h0DcMpzyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fIdA3DKc8j8P6NEwDXfyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D+jRMA138j+sdpTlNlDyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rHaU5TZQ8j8qVfFU1ifyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KlXxVNYn8j+Jn03nE/7xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iZ9N5xP+8T9VvJp7GdPxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VbyaexnT8T+0UDApEqfxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tFAwKRKn8T/Bxtz7KHrxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wcbc+yh68T9TLb+Lh0zxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Uy2/i4dM8T/FlCbQVR7xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xZQm0FUe8T9tX7bMue/wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bV+2zLnv8D9cxquz18DwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XMars9fA8D9YCuQY0ZHwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WArkGNGR8D/qkmc2xGLwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QEsg3RK78j8u5fLsbpLyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LuXy7G6S8j83vJAj12jyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N7yQI9do8j+NrRa0bz7yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ja0WtG8+8j+3ZuSoXRPyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"t2bkqF0T8j/8b3+KxefxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/G9/isXn8T/7oju9yrvxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+6I7vcq78T8W9fgjj4/xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FvX4I4+P8T8tLTwCM2PxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LS08AjNj8T/rJUFx1DbxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6yVBcdQ28T+sE/uejgrxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4vdg/Y+s8j9Vd/X4VIPyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VXf1+FSD8j8vFSJwI1ryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LxUicCNa8j+PkL5JFDHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j5C+SRQx8j8OtMSHPgjyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zDjTeIzN8j/GXBYPzLTyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xlwWD8y08j/uQ5RTMZnyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7kOUUzGZ8j/3uJpQ6nryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"97iaUOp68j8vFSJwI1ryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rjD5TZGK6j9sOXphyZDrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bDl6YcmQ6z9s3pzTXpzsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bN6c016c7D/vBg/jRq7tPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7wYP40au7T+O95Us/sfuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jveVLP7H7j9rNGrOj+HvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"azRqzo/h7z+qTkpAlWXwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qk5KQJVl8D/KZrRDYMfwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yma0Q2DH8D+tDerTbRvxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rQ3q020b8T/3MEJpGmbxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9zBCaRpm8T+QaTM6Eq7xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kGkzOhKu8T+Lz6hOOPXxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i8+oTjj18T92B5GYsCnyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dgeRmLAp8j92B5GYsCnyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dgeRmLAp8j/WdSExdlbyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1nUhMXZW8j/WdSExdlbyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1nUhMXZW8j+ZdL6YQ33yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mXS+mEN98j+UHXinqpDyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lB14p6qQ8j8IKCMc5JfyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CCgjHOSX8j/GKvYCk5byPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xir2ApOW8j+xgMkquo7yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sYDJKrqO8j/vWegMj4HyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"71noDI+B8j8kPMQ52W/yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JDzEOdlv8j8vFSJwI1ryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RGN1nq7d8D+avCBJYj/xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mrwgSWI/8T8nzZf5g5HxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J82X+YOR8T+2Lt54rtnxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ti7eeK7Z8T+PF8C71B3yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jxfAu9Qd8j8vFSJwI1ryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LxUicCNa8j8vFSJwI1ryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LxUicCNa8j8vFSJwI1ryPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LxUicCNa8j+SbgkLfo/yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"km4JC36P8j9i5POnDbPyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"x6dNKHCu6T/Y7sq6NJvqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2O7KujSb6j/HHzMoNYfrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xx8zKDWH6z/I4YhMB3LsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yOGITAdy7D/I4YhMB3LsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yOGITAdy7D+6iDim5azsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uog4puWs7D+6iDim5azsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uog4puWs7D9QXYnLdOTsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UF2Jy3Tk7D9QXYnLdOTsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"X7BN98wy2T88G760dpjXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PBu+tHaY1z88G760dpjXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PBu+tHaY1z88G760dpjXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PBu+tHaY1z/jSDW5KhXWPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"40g1uSoV1j/Y8ezLvc7UPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2PHsy73O1D8LKtvMo7bTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CyrbzKO20z9QlDLuaNXSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UJQy7mjV0j8WDETIrDPSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FgxEyKwz0j/98stbsdfRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/fLLW7HX0T+mx46dssXRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pseOnbLF0T8Dv3Km+fzRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A79ypvn80T/JaJFvG3bSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yWiRbxt20j/gKAHMtSjTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4CgBzLUo0z9Be0eNkwzUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QXtHjZMM1D+I5JxbHBrVPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7+EtYNn/8T9hZwkfJtrxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YWcJHyba8T9ulI4HWbLxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bpSOB1my8T9OhVw2pojxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ToVcNqaI8T8NrSHjQF3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Da0h40Bd8T/INzUZXDDxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yDc1GVww8T9CQaEOKgLxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"T1hE1T527j9HFXjZMGHvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RxV42TBh7z+X/SItoxTwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"l/0iLaMU8D8UbOFaPWvwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FGzhWj1r8D+K1Z5yVLnwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"itWeclS58D81eQPwxAPxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NXkD8MQD8T9OkNVjsUzxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TpDVY7FM8T9BGMiZ1YPxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QRjImdWD8T9BGMiZ1YPxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QRjImdWD8T9ulI4HWbLxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bpSOB1my8T9ulI4HWbLxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bpSOB1my8T9ulI4HWbLxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bpSOB1my8T/flMC0KNfxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pfLOlaOv7D+b+aIj7ZftPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m/miI+2X7T9/Iq8GbmDuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fyKvBm5g7j9fswd8JxDvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"X7MHfCcQ7z/2PW5ouK7vPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9j1uaLiu7z9HGAeb+SLwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RxgHm/ki8D9LPS0qGGzwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Sz0tKhhs8D8gQt46x6PwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IELeOsej8D8gQt46x6PwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IELeOsej8D/JnMuYkdLwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yZzLmJHS8D/JnMuYkdLwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yZzLmJHS8D+/LZASXfvwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vy2QEl378D+otkEfzg3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qLZBH84N8T9oysA+fxHxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aMrAPn8R8T+sE/uejgrxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NhhwEk35xD+dQ1eKpoXIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nUNXiqaFyD+rIyhg7RrMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qyMoYO0azD/6g4jygbfPPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+oOI8oG3zz/v+I2m/KzRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7/iNpvys0T9dYieOkYDTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XWInjpGA0z81WF3L8lXVPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NVhdy/JV1T+y1OX0pSzXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p9rNpDtW0D/hJ7aa5+/NPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4Se2mufvzT88AI+oIcnLPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PACPqCHJyz9EHgxXoDfKPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RB4MV6A3yj87tkF59TnJPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4nRlWxiQ2z9EHgxXoDfaPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RB4MV6A32j9EHgxXoDfaPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RB4MV6A32j9EHgxXoDfaPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RB4MV6A32j/1eYYrugHZPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9XmGK7oB2T+l1hLYVxDYPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pdYS2FcQ2D++NFPM4lTXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vjRTzOJU1z+ZDIYvmtbWPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mQyGL5rW1j87ns7rn5vWPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"O57O65+b1j9PK+K/kqjWPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Tyviv5Ko1j+gxzgO0ADXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oMc4DtAA1z/Bgp/Ha5zXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"++i9MmK24j/p5JTeFeXhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6eSU3hXl4T+sE/uejgrhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rBP7no4K4T+sE/uejgrhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rBP7no4K4T+sE/uejgrhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rBP7no4K4T/Yjs4qozTgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2I7OKqM04D/GH/hdbNHePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xh/4XWzR3j95aUDsQ23dPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eWlA7ENt3T+dhpcYKTncPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SyFa+cnW7D/uWql3dVrsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7lqpd3Va7D9LJ84gstvrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SyfOILLb6z8hOwoRzlrrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ITsKEc5a6z+SUCm8DNjqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"klApvAzY6j9ESGzH2sDqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YC34ELX/yD9EHgxXoDfKPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RB4MV6A3yj+5XJYcnNPLPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uVyWHJzTyz8B2MalFMbNPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AdjGpRTGzT8BeTpiDgHQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AXk6Yg4B0D9foTy7Hj7RPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"X6E8ux4+0T/c6eqLRpXSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"L/i9JQXs7T915+C1/nXuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"defgtf517j/qxqW/5NruPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6salv+Ta7j/qxqW/5NruPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6salv+Ta7j/yzpV2AivvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8s6VdgIr7z/yzpV2AivvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8s6VdgIr7z+QpRZq52fvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kKUWaudn7z9RJKib83XvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"USSom/N1zz+K0ETL+FvRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"itBEy/hb0T+7hPBNtAbTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u4TwTbQG0z8LKhwSo7nUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CyocEqO51D8UCiFjeHPWPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RB4MV6A32j9EHgxXoDfaPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RB4MV6A32j9EHgxXoDfaPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RB4MV6A32j9LXu5YQZDZPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"S17uWEGQ2T/dXgQ5NTXZPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3V4EOTU12T9WY5i4UB3ZPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VmOYuFAd2T80SeVfo03ZPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NEnlX6NN2T9bw/TvQsrZPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W8P070LK2T/JntuJT4jaPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yZ7biU+I2j8BLn27ZXvbPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AS59u2V72z/luCUJHprcPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5bglCR6a3D/xydn1w9zdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OyIbq7nI4z8+B79Xlg7jPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Pge/V5YO4z/sT+okO1ziPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7E/qJDtc4j/aDzmbd7DhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2g85m3ew4T+sE/uejgrhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rBP7no4K4T+sE/uejgrhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rBP7no4K4T+sE/uejgrhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rBP7no4K4T9rFfHU82/gPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"axXx1PNv4D9TJuPkC+ffPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Uybj5Avn3z+TH/tdciDfPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kx/7XXIg3z8/O1fbFo3ePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PztX2xaN3j9xcZ1bBzHePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ljE+aNnf7D9vba3lz4HtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b22t5c+B7T/NIoHKXibuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zSKByl4m7j/NIoHKXibuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zSKByl4m7j/NIoHKXibuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zSKByl4m7j/WCzF2v7HuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1gsxdr+x7j/m7/KM0CDvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5u/yjNAg7z/fy8n+QnfvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"38vJ/kJ37z8AW0i2X7vvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2P3Q6MB05z8nCHQBQ2noPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Jwh0AUNp6D/ehbXkrEPpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3oW15KxD6T9dA1dKNwPqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XQNXSjcD6j/0ao/fMavqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9GqP3zGr6j/gE+3R0D/rPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4BPt0dA/6z8wD4n9+sjrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MA+J/frI6z9B9ItWoEvsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QfSLVqBL7D8YzR4+VbPsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GM0ePlWz7D8YzR4+VbPsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GM0ePlWz7D9NX2IQCwftPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TV9iEAsH7T9NX2IQCwftPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TV9iEAsH7T/9XKBSV0LtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/VygUldC7T/9XKBSV0LtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/VygUldC7T94gNBkY1/tPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eIDQZGNf7T+kywZm9U3tPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pMsGZvVN7T97pTAMsh3tPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"e6UwDLId7T9LIVr5ydbsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SyFa+cnW7D+e3vzBF37sPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nt78wRd+7D/Q/J93jhbsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Pyfd44W7D+CKMyDQqLrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gijMg0Ki6z82svu8qiLrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NrL7vKoi6z/70S5l05jqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+9EuZdOY6j/CFTyDegXqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sU1egsYW5T/1iwCqJgTmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9YsAqiYE5j8DmyQFPPbmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"A5skBTz25j8Fq66h3+znPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Bauuod/s5z/AHOWFC+joPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"USSom/N13z9RJKib83XfPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"USSom/N13z9RJKib83XfPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"USSom/N13z9YnqD7d4rfPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WJ6g+3eK3z8xJEMcR+jfPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MSRDHEfo3z/ZwNGysErgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2cDRsrBK4D+sKzR3osbgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rCs0d6LG4D9QWImAV1zhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UFiJgFdc4T8R5CumvQbiPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EeQrpr0G4j/zPtElIMLiPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8z7RJSDC4j/03Zj9yYvjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gO8lrMaK5T8CiYr3dQflPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AomK93UH5T9OpPFnkY3kPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TqTxZ5GN5D+Z7cTcrRnkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"me3E3K0Z5D+yFklBuKnjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"shZJQbip4z+yFklBuKnjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"shZJQbip4z+yFklBuKnjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"shZJQbip4z8HY1BXrUzjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"B2NQV61M4z/xzGx4aBnjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8cxseGgZ4z8tUxh7Sv7iPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LVMYe0r+4j8PCGuUIP7iPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DwhrlCD+4j8ni6Zq4B3jPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J4umauAd4z8uF3R5EGPjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Lhd0eRBj4z9lCx8E1NLjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZQsfBNTS4z8ntGdyNHHkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J7RncjRx5D/EZATibDPlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xGQE4mwz5T+QdRwI9w3mPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yZ0kIK5X6D8C+KA3zdXoPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AvigN83V6D/GW7+Xr0bpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xlu/l69G6T/SeDUQk7HpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0ng1EJOx6T9s0QfjRAfqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bNEH40QH6j9s0QfjRAfqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bNEH40QH6j///IocuEfqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"//yKHLhH6j///IocuEfqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"//yKHLhH6j+1O1T3DW3qPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tTtU9w1t6j+1O1T3DW3qPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tTtU9w1t6j82+H6Dkm3qPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Nvh+g5Jt6j82+H6Dkm3qPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Nvh+g5Jt6j9EHgxXoDfqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RKFUifN45D8gx76KP1zlPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IMe+ij9c5T+6GZfj4UjmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uhmX4+FI5j86ChuAdz7nPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OgobgHc+5z9XucKLDT3oPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i2ayG1di4D8eH7ZQOCfhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Hh+2UDgn4T9zzAU8jvXhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"c8wFPI714T8f6D6mDsziPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H+g+pg7M4j+yFklBuKnjPw==\",\"dtype\":\"float64\",\"shape\":[2]}]},\"selected\":{\"id\":\"2516\"},\"selection_policy\":{\"id\":\"2517\"}},\"id\":\"2270\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2308\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2452\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2234\",\"type\":\"LinearScale\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2314\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2335\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.374247181606775},\"x_start\":{\"value\":-1.3675930272192356},\"y_end\":{\"value\":0.031207413417088332},\"y_start\":{\"value\":0.029099719181978883}},\"id\":\"2336\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2320\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2232\",\"type\":\"LinearScale\"},{\"attributes\":{\"end\":{\"id\":\"2311\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.4668799943239295},\"x_start\":{\"value\":-1.460903190941034},\"y_end\":{\"value\":0.3782325371801432},\"y_start\":{\"value\":0.36930984651180404}},\"id\":\"2312\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2452\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.5316972732217586},\"x_start\":{\"value\":-1.5266727402549383},\"y_end\":{\"value\":0.5743171891834403},\"y_start\":{\"value\":0.5612250492398644}},\"id\":\"2453\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2338\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.421562819053852},\"x_start\":{\"value\":-1.4152859836096268},\"y_end\":{\"value\":0.11709574341896228},\"y_start\":{\"value\":0.11021835842124107}},\"id\":\"2339\",\"type\":\"Arrow\"},{\"attributes\":{\"text\":\"\"},\"id\":\"2506\",\"type\":\"Title\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2338\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2314\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.669812513929944},\"x_start\":{\"value\":-1.6655917352834326},\"y_end\":{\"value\":0.9155727728555753},\"y_start\":{\"value\":0.9001980505666544}},\"id\":\"2315\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2344\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2512\",\"type\":\"Selection\"},{\"attributes\":{\"end\":{\"id\":\"2341\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.3542954933931293},\"x_start\":{\"value\":-1.3477079665222536},\"y_end\":{\"value\":0.15572307382415118},\"y_start\":{\"value\":0.15914696207190104}},\"id\":\"2342\",\"type\":\"Arrow\"},{\"attributes\":{\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"field\":\"line_width\"},\"xs\":{\"field\":\"xs\"},\"ys\":{\"field\":\"ys\"}},\"id\":\"2271\",\"type\":\"MultiLine\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2317\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":1.1760912590556813},\"id\":\"2269\",\"type\":\"Range1d\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2365\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2317\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.5466101239776664},\"x_start\":{\"value\":-1.5416557153245694},\"y_end\":{\"value\":0.46909638782382135},\"y_start\":{\"value\":0.45577026457928627}},\"id\":\"2318\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2341\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2509\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2281\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2516\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"2240\"},\"dimension\":1,\"ticker\":null},\"id\":\"2243\",\"type\":\"Grid\"},{\"attributes\":{\"end\":{\"id\":\"2395\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.6366006432663451},\"x_start\":{\"value\":-1.6369291724268056},\"y_end\":{\"value\":1.0357140554133826},\"y_start\":{\"value\":1.026181559564752}},\"id\":\"2396\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2440\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2515\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"end\":{\"id\":\"2278\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.655200243133561},\"x_start\":{\"value\":-1.6514072543719618},\"y_end\":{\"value\":0.1162249200180345},\"y_start\":{\"value\":0.09990523770822968}},\"id\":\"2279\",\"type\":\"Arrow\"},{\"attributes\":{\"axis_label\":\"log\\u2081\\u2080 s\",\"formatter\":{\"id\":\"2509\"},\"ticker\":{\"id\":\"2241\"}},\"id\":\"2240\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2395\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2416\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.452821052535816},\"x_start\":{\"value\":-1.4468115865750057},\"y_end\":{\"value\":0.2413359531745201},\"y_start\":{\"value\":0.23260744185034812}},\"id\":\"2417\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2290\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2514\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2241\",\"type\":\"BasicTicker\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2284\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2347\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2416\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2281\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.6438238431239087},\"x_start\":{\"value\":-1.6398269786129989},\"y_end\":{\"value\":0.17914458002662112},\"y_start\":{\"value\":0.16325537964329012}},\"id\":\"2282\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2371\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.3688753272011684},\"x_start\":{\"value\":-1.3753236652103087},\"y_end\":{\"value\":1.11371625909723},\"y_start\":{\"value\":1.119084874159852}},\"id\":\"2372\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"2513\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"2236\"},\"ticker\":null},\"id\":\"2239\",\"type\":\"Grid\"},{\"attributes\":{\"end\":{\"id\":\"2419\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.5493381738212397},\"x_start\":{\"value\":-1.553427434325117},\"y_end\":{\"value\":0.9691103009812119},\"y_start\":{\"value\":0.9642204039684803}},\"id\":\"2420\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2296\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2371\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2517\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"end\":{\"id\":\"2347\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.3248944945733807},\"x_start\":{\"value\":-1.3297511293054873},\"y_end\":{\"value\":0.6569344304651086},\"y_start\":{\"value\":0.670557835409185}},\"id\":\"2348\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2278\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2419\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2350\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.3159630977505494},\"x_start\":{\"value\":-1.3210551198595055},\"y_end\":{\"value\":0.6682886653038739},\"y_start\":{\"value\":0.681145071990858}},\"id\":\"2351\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"2245\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"end\":{\"id\":\"2422\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.5302460215661484},\"x_start\":{\"value\":-1.5252753407529918},\"y_end\":{\"value\":0.3105572909347442},\"y_start\":{\"value\":0.29728419886857765}},\"id\":\"2423\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2374\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2284\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.6255813583880796},\"x_start\":{\"value\":-1.621458830895215},\"y_end\":{\"value\":0.20781473041809295},\"y_start\":{\"value\":0.19220828124486108}},\"id\":\"2285\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2398\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.6051067852872665},\"x_start\":{\"value\":-1.6062430928824347},\"y_end\":{\"value\":0.999308495303673},\"y_start\":{\"value\":0.9900781669293213}},\"id\":\"2399\",\"type\":\"Arrow\"},{\"attributes\":{\"data_source\":{\"id\":\"2270\"},\"glyph\":{\"id\":\"2271\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2272\"},\"selection_glyph\":null,\"view\":{\"id\":\"2274\"}},\"id\":\"2273\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2350\",\"type\":\"NormalHead\"},{\"attributes\":{\"source\":{\"id\":\"2258\"}},\"id\":\"2262\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2275\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2299\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2422\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2353\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2244\",\"type\":\"PanTool\"},{\"attributes\":{\"end\":{\"id\":\"2377\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.5107629734383257},\"x_start\":{\"value\":-1.5173442958055654},\"y_end\":{\"value\":1.1587045866689576},\"y_start\":{\"value\":1.1624005570231435}},\"id\":\"2378\",\"type\":\"Arrow\"},{\"attributes\":{\"data_source\":{\"id\":\"2258\"},\"glyph\":{\"id\":\"2259\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2260\"},\"selection_glyph\":null,\"view\":{\"id\":\"2262\"}},\"id\":\"2261\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2398\",\"type\":\"NormalHead\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"2250\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"end\":{\"id\":\"2401\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.5518952116371445},\"x_start\":{\"value\":-1.5472259402821291},\"y_end\":{\"value\":0.2619854956032762},\"y_start\":{\"value\":0.2477877077335789}},\"id\":\"2402\",\"type\":\"Arrow\"},{\"attributes\":{\"line_color\":\"#ff7f0e\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2259\",\"type\":\"Line\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2377\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2425\",\"type\":\"NormalHead\"},{\"attributes\":{\"line_color\":\"#9467bd\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2264\",\"type\":\"Line\"},{\"attributes\":{\"end\":{\"id\":\"2353\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.509485521951822},\"x_start\":{\"value\":-1.5044879448660238},\"y_end\":{\"value\":0.650663669993567},\"y_start\":{\"value\":0.6374936223334895}},\"id\":\"2354\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2401\",\"type\":\"NormalHead\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#ff7f0e\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2260\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"2270\"}},\"id\":\"2274\",\"type\":\"CDSView\"},{\"attributes\":{\"end\":{\"id\":\"2374\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.3450720828434972},\"x_start\":{\"value\":-1.3515517379957993},\"y_end\":{\"value\":1.1520349552705658},\"y_start\":{\"value\":1.1570634579615746}},\"id\":\"2375\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2428\",\"type\":\"NormalHead\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"field\":\"line_width\"},\"xs\":{\"field\":\"xs\"},\"ys\":{\"field\":\"ys\"}},\"id\":\"2272\",\"type\":\"MultiLine\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2293\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2356\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.519911673288158},\"x_start\":{\"value\":-1.5265924824358255},\"y_end\":{\"value\":1.0207800279788741},\"y_start\":{\"value\":1.0221106500547164}},\"id\":\"2357\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2404\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2275\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.6751135938919914},\"x_start\":{\"value\":-1.671453264002196},\"y_end\":{\"value\":0.08398645817776793},\"y_start\":{\"value\":0.06740449032752749}},\"id\":\"2276\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2425\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.4438843650999604},\"x_start\":{\"value\":-1.4374874387632977},\"y_end\":{\"value\":0.4087699026865873},\"y_start\":{\"value\":0.40297006066525903}},\"id\":\"2426\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2380\",\"type\":\"NormalHead\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"2512\"},\"selection_policy\":{\"id\":\"2513\"}},\"id\":\"2258\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"end\":{\"id\":\"2431\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.5726284125603656},\"x_start\":{\"value\":-1.5742239201128105},\"y_end\":{\"value\":0.9506908065602409},\"y_start\":{\"value\":0.9421838717617789}},\"id\":\"2432\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2356\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2380\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.6581841291105048},\"x_start\":{\"value\":-1.6571572342140295},\"y_end\":{\"value\":1.0367381647135248},\"y_start\":{\"value\":1.024800540098037}},\"id\":\"2381\",\"type\":\"Arrow\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"2244\"},{\"id\":\"2245\"},{\"id\":\"2246\"},{\"id\":\"2247\"},{\"id\":\"2248\"},{\"id\":\"2249\"}]},\"id\":\"2251\",\"type\":\"Toolbar\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2407\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2296\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.501496226033652},\"x_start\":{\"value\":-1.496715532240579},\"y_end\":{\"value\":0.06813050678702785},\"y_start\":{\"value\":0.05426110816365842}},\"id\":\"2297\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2383\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.676229717506637},\"x_start\":{\"value\":-1.6763422982532517},\"y_end\":{\"value\":1.1068355784954025},\"y_start\":{\"value\":1.0980262517667343}},\"id\":\"2384\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2431\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2287\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2359\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2404\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.3336887497524361},\"x_start\":{\"value\":-1.3276388177136722},\"y_end\":{\"value\":0.22547967808091623},\"y_start\":{\"value\":0.2338838105609389}},\"id\":\"2405\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"2249\",\"type\":\"HelpTool\"},{\"attributes\":{\"end\":{\"id\":\"2428\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.3790798088821807},\"x_start\":{\"value\":-1.377985161998764},\"y_end\":{\"value\":0.5426650589366137},\"y_start\":{\"value\":0.5527914077470044}},\"id\":\"2429\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2383\",\"type\":\"NormalHead\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"2514\"},\"selection_policy\":{\"id\":\"2515\"}},\"id\":\"2263\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2362\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2389\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.3660736469473793},\"x_start\":{\"value\":-1.3601859761877906},\"y_end\":{\"value\":0.2893397465643403},\"y_start\":{\"value\":0.2942755056522559}},\"id\":\"2390\",\"type\":\"Arrow\"},{\"attributes\":{\"data_source\":{\"id\":\"2263\"},\"glyph\":{\"id\":\"2264\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2265\"},\"selection_glyph\":null,\"view\":{\"id\":\"2267\"}},\"id\":\"2266\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"end\":{\"id\":\"2368\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.3943154859019868},\"x_start\":{\"value\":-1.4007528528484485},\"y_end\":{\"value\":1.0978065227179585},\"y_start\":{\"value\":1.103288803952677}},\"id\":\"2369\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2392\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.4300747682574138},\"x_start\":{\"value\":-1.4365297652306328},\"y_end\":{\"value\":1.0905642984303756},\"y_start\":{\"value\":1.0958616374485532}},\"id\":\"2393\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2410\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2293\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.5868023838779566},\"x_start\":{\"value\":-1.582303166989754},\"y_end\":{\"value\":0.30459638021516555},\"y_start\":{\"value\":0.28992657562894397}},\"id\":\"2294\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2389\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2287\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.6168906083513},\"x_start\":{\"value\":-1.612605956765373},\"y_end\":{\"value\":0.2645531259564756},\"y_start\":{\"value\":0.2493327137732054}},\"id\":\"2288\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2359\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.5799530453388577},\"x_start\":{\"value\":-1.5757961236144427},\"y_end\":{\"value\":0.7569140065199255},\"y_start\":{\"value\":0.7413911162706663}},\"id\":\"2360\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"2248\",\"type\":\"ResetTool\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2392\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2434\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2407\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.3734908604398455},\"x_start\":{\"value\":-1.3686244748596648},\"y_end\":{\"value\":0.3702767660834879},\"y_start\":{\"value\":0.37599750615059185}},\"id\":\"2408\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2368\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2386\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.6805130512683295},\"x_start\":{\"value\":-1.6759167742254415},\"y_end\":{\"value\":0.845850440666462},\"y_start\":{\"value\":0.8314460418982561}},\"id\":\"2387\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2362\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.3551533973971237},\"x_start\":{\"value\":-1.3614930664475482},\"y_end\":{\"value\":0.9877959711327847},\"y_start\":{\"value\":0.9941956143095819}},\"id\":\"2363\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2413\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2247\",\"type\":\"SaveTool\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2437\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"2365\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.3299825535071395},\"x_start\":{\"value\":-1.3363546091097542},\"y_end\":{\"value\":1.0015285189463066},\"y_start\":{\"value\":1.007641046818431}},\"id\":\"2366\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2413\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.321597134325343},\"x_start\":{\"value\":-1.3277448577464286},\"y_end\":{\"value\":0.8627014624376332},\"y_start\":{\"value\":0.870568336556269}},\"id\":\"2414\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2290\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.6011405082551824},\"x_start\":{\"value\":-1.596746482496199},\"y_end\":{\"value\":0.28681995852563696},\"y_start\":{\"value\":0.27187431033278214}},\"id\":\"2291\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2437\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.5891167132312454},\"x_start\":{\"value\":-1.5847657572884362},\"y_end\":{\"value\":0.7326115731385419},\"y_start\":{\"value\":0.7175579166840581}},\"id\":\"2438\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"2386\",\"type\":\"NormalHead\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9467bd\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2265\",\"type\":\"Line\"},{\"attributes\":{\"end\":{\"id\":\"2410\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.352826415757789},\"x_start\":{\"value\":-1.352453103715996},\"y_end\":{\"value\":0.5194820852835067},\"y_start\":{\"value\":0.5325387101262229}},\"id\":\"2411\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"2434\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.520505644482859},\"x_start\":{\"value\":-1.524718453665536},\"y_end\":{\"value\":0.9107290236378885},\"y_start\":{\"value\":0.9071097679143151}},\"id\":\"2435\",\"type\":\"Arrow\"}],\"root_ids\":[\"2227\"]},\"title\":\"Bokeh Application\",\"version\":\"2.0.2\"}};\n", " var render_items = [{\"docid\":\"e5b785ea-fbf4-4199-a759-88862d866956\",\"root_ids\":[\"2227\"],\"roots\":{\"2227\":\"f9743ac1-979e-40a3-bd5d-a77e466dfe69\"}}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", "\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " var attempts = 0;\n", " var timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "2227" } }, "output_type": "display_data" } ], "source": [ "k_range = [0.02, 0.05]\n", "s_range = [1, 15]\n", "\n", "p = plot_nullclines(k_range, s_range, params, log=True)\n", "\n", "p = biocircuits.phase_portrait(\n", " dk_dt, ds_dt, k_range, s_range, (params,), (params,), log=True, p=p\n", ")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This fixed point is a spiral source. It is unstable and spirals the system away from it." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Numerical solution of dynamical equations\n", "\n", "Now that we have a good picture of the dynamics, we can numerically solve the dynamical equations. Of course, the initial conditions are relevant here. We will start with no ComK or ComS (which is not at all relevant physiologically) and solve." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "# Right-hand-side of ODEs\n", "def rhs(ks, t, p):\n", " \"\"\"\n", " Right-hand side of dynamical system.\n", " \"\"\"\n", " k, s = ks\n", " return np.array([dk_dt(k, s, p), ds_dt(k, s, p)])\n", "\n", "# Set up and solve\n", "t = np.linspace(0, 200, 100)\n", "ks_0 = np.array([0, 0])\n", "ks = scipy.integrate.odeint(rhs, ks_0, t, args=(params,))\n", "k, s = ks.transpose()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will plot this in phase space, with the nullclines overlaid. The trajectory is in gray." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", " \n", " var docs_json = {\"a02842ca-6ce9-4b8d-b0c4-d878dfb2e96c\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"2605\"}],\"center\":[{\"id\":\"2608\"},{\"id\":\"2612\"}],\"frame_height\":260,\"frame_width\":260,\"left\":[{\"id\":\"2609\"}],\"renderers\":[{\"id\":\"2630\"},{\"id\":\"2635\"},{\"id\":\"2640\"}],\"title\":{\"id\":\"2706\"},\"toolbar\":{\"id\":\"2620\"},\"x_range\":{\"id\":\"2597\"},\"x_scale\":{\"id\":\"2601\"},\"y_range\":{\"id\":\"2599\"},\"y_scale\":{\"id\":\"2603\"}},\"id\":\"2596\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"2614\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"text\":\"\"},\"id\":\"2706\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"2601\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_color\":\"gray\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2638\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2617\",\"type\":\"ResetTool\"},{\"attributes\":{\"end\":3.6989700043360187,\"start\":-3.0},\"id\":\"2599\",\"type\":\"Range1d\"},{\"attributes\":{\"axis\":{\"id\":\"2609\"},\"dimension\":1,\"ticker\":null},\"id\":\"2612\",\"type\":\"Grid\"},{\"attributes\":{\"data_source\":{\"id\":\"2637\"},\"glyph\":{\"id\":\"2638\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2639\"},\"selection_glyph\":null,\"view\":{\"id\":\"2641\"}},\"id\":\"2640\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2616\",\"type\":\"SaveTool\"},{\"attributes\":{\"end\":0.3010299956639812,\"start\":-3.0},\"id\":\"2597\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"2717\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2618\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#ff7f0e\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2629\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#ff7f0e\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2628\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"2619\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"data_source\":{\"id\":\"2632\"},\"glyph\":{\"id\":\"2633\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2634\"},\"selection_glyph\":null,\"view\":{\"id\":\"2636\"}},\"id\":\"2635\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2632\"}},\"id\":\"2636\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2610\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"gray\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2639\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2716\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"2637\"}},\"id\":\"2641\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2707\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"axis\":{\"id\":\"2605\"},\"ticker\":null},\"id\":\"2608\",\"type\":\"Grid\"},{\"attributes\":{\"data_source\":{\"id\":\"2627\"},\"glyph\":{\"id\":\"2628\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2629\"},\"selection_glyph\":null,\"view\":{\"id\":\"2631\"}},\"id\":\"2630\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#9467bd\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2633\",\"type\":\"Line\"},{\"attributes\":{\"axis_label\":\"log\\u2081\\u2080 k\",\"formatter\":{\"id\":\"2707\"},\"ticker\":{\"id\":\"2606\"}},\"id\":\"2605\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"2613\",\"type\":\"PanTool\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"2613\"},{\"id\":\"2614\"},{\"id\":\"2615\"},{\"id\":\"2616\"},{\"id\":\"2617\"},{\"id\":\"2618\"}]},\"id\":\"2620\",\"type\":\"Toolbar\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"2714\"},\"selection_policy\":{\"id\":\"2715\"}},\"id\":\"2632\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis_label\":\"log\\u2081\\u2080 s\",\"formatter\":{\"id\":\"2709\"},\"ticker\":{\"id\":\"2610\"}},\"id\":\"2609\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"2714\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2603\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"2712\"},\"selection_policy\":{\"id\":\"2713\"}},\"id\":\"2627\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2713\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[99]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[99]}},\"selected\":{\"id\":\"2716\"},\"selection_policy\":{\"id\":\"2717\"}},\"id\":\"2637\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2715\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"overlay\":{\"id\":\"2619\"}},\"id\":\"2615\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"2627\"}},\"id\":\"2631\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9467bd\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2634\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2709\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"2606\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"2712\",\"type\":\"Selection\"}],\"root_ids\":[\"2596\"]},\"title\":\"Bokeh Application\",\"version\":\"2.0.2\"}};\n", " var render_items = [{\"docid\":\"a02842ca-6ce9-4b8d-b0c4-d878dfb2e96c\",\"root_ids\":[\"2596\"],\"roots\":{\"2596\":\"6b3f32d0-874c-454e-9574-e4dbe4d65af8\"}}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", "\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " var attempts = 0;\n", " var timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "2596" } }, "output_type": "display_data" } ], "source": [ "k_range = np.array([1e-3, 2])\n", "s_range = np.array([1e-3, 5000])\n", "\n", "p = plot_nullclines(k_range, s_range, params, log=True)\n", "p.line(np.log10(k[1:]), np.log10(s[1:]), line_width=2, color='gray')\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see a rise to the fixed point. Now, let's say we had some fluctuation that kicked us up a bit off of the fixed point. We'll start with $s = 6$ and $k = 0.05$ and we'll color the trajectory in a blue color." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", " \n", " var docs_json = {\"01ec02a4-13e0-4b63-b40c-cef666dde1cc\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"2605\"}],\"center\":[{\"id\":\"2608\"},{\"id\":\"2612\"}],\"frame_height\":260,\"frame_width\":260,\"left\":[{\"id\":\"2609\"}],\"renderers\":[{\"id\":\"2630\"},{\"id\":\"2635\"},{\"id\":\"2640\"},{\"id\":\"2799\"}],\"title\":{\"id\":\"2706\"},\"toolbar\":{\"id\":\"2620\"},\"x_range\":{\"id\":\"2597\"},\"x_scale\":{\"id\":\"2601\"},\"y_range\":{\"id\":\"2599\"},\"y_scale\":{\"id\":\"2603\"}},\"id\":\"2596\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"2614\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"text\":\"\"},\"id\":\"2706\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"2601\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_color\":\"gray\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2638\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2617\",\"type\":\"ResetTool\"},{\"attributes\":{\"end\":3.6989700043360187,\"start\":-3.0},\"id\":\"2599\",\"type\":\"Range1d\"},{\"attributes\":{\"axis\":{\"id\":\"2609\"},\"dimension\":1,\"ticker\":null},\"id\":\"2612\",\"type\":\"Grid\"},{\"attributes\":{\"data_source\":{\"id\":\"2796\"},\"glyph\":{\"id\":\"2797\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2798\"},\"selection_glyph\":null,\"view\":{\"id\":\"2800\"}},\"id\":\"2799\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"2637\"},\"glyph\":{\"id\":\"2638\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2639\"},\"selection_glyph\":null,\"view\":{\"id\":\"2641\"}},\"id\":\"2640\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2616\",\"type\":\"SaveTool\"},{\"attributes\":{\"end\":0.3010299956639812,\"start\":-3.0},\"id\":\"2597\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"2717\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2618\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#ff7f0e\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2629\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#ff7f0e\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2628\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"2619\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"data_source\":{\"id\":\"2632\"},\"glyph\":{\"id\":\"2633\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2634\"},\"selection_glyph\":null,\"view\":{\"id\":\"2636\"}},\"id\":\"2635\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2632\"}},\"id\":\"2636\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2610\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"2796\"}},\"id\":\"2800\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"gray\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2639\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2716\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"2637\"}},\"id\":\"2641\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[300]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[300]}},\"selected\":{\"id\":\"2877\"},\"selection_policy\":{\"id\":\"2878\"}},\"id\":\"2796\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2707\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"axis\":{\"id\":\"2605\"},\"ticker\":null},\"id\":\"2608\",\"type\":\"Grid\"},{\"attributes\":{\"data_source\":{\"id\":\"2627\"},\"glyph\":{\"id\":\"2628\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2629\"},\"selection_glyph\":null,\"view\":{\"id\":\"2631\"}},\"id\":\"2630\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#9467bd\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2633\",\"type\":\"Line\"},{\"attributes\":{\"axis_label\":\"log\\u2081\\u2080 k\",\"formatter\":{\"id\":\"2707\"},\"ticker\":{\"id\":\"2606\"}},\"id\":\"2605\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"2878\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2613\",\"type\":\"PanTool\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"2613\"},{\"id\":\"2614\"},{\"id\":\"2615\"},{\"id\":\"2616\"},{\"id\":\"2617\"},{\"id\":\"2618\"}]},\"id\":\"2620\",\"type\":\"Toolbar\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"2714\"},\"selection_policy\":{\"id\":\"2715\"}},\"id\":\"2632\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"steelblue\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2798\",\"type\":\"Line\"},{\"attributes\":{\"axis_label\":\"log\\u2081\\u2080 s\",\"formatter\":{\"id\":\"2709\"},\"ticker\":{\"id\":\"2610\"}},\"id\":\"2609\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"2714\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2603\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"2712\"},\"selection_policy\":{\"id\":\"2713\"}},\"id\":\"2627\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2713\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[99]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[99]}},\"selected\":{\"id\":\"2716\"},\"selection_policy\":{\"id\":\"2717\"}},\"id\":\"2637\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2715\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"overlay\":{\"id\":\"2619\"}},\"id\":\"2615\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"2627\"}},\"id\":\"2631\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9467bd\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2634\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2709\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_color\":\"steelblue\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2797\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2606\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"2877\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2712\",\"type\":\"Selection\"}],\"root_ids\":[\"2596\"]},\"title\":\"Bokeh Application\",\"version\":\"2.0.2\"}};\n", " var render_items = [{\"docid\":\"01ec02a4-13e0-4b63-b40c-cef666dde1cc\",\"root_ids\":[\"2596\"],\"roots\":{\"2596\":\"4b82cb4e-c928-49f8-bbc2-db575045902f\"}}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", "\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " var attempts = 0;\n", " var timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "2596" } }, "output_type": "display_data" } ], "source": [ "# Set up and solve\n", "t = np.linspace(0, 200, 300)\n", "ks_0 = np.array([1e-2, 1e3])\n", "ks = scipy.integrate.odeint(rhs, ks_0, t, args=(params,))\n", "k2, s2 = ks.transpose()\n", "\n", "p.line(np.log10(k2), np.log10(s2), line_width=2, color='steelblue')\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The system takes a much longer trajectory to get to the fixed point, taking the excursion we suspected it would from the phase portrait." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Stochastic simulation\n", "\n", "As we have just seen, the system can take a transient journey into competence provided it is perturbed far enough away from the stable fixed point. This raises the question, is intrinsic noise enough to give the \"kick\" needed to make the excursion to competence? To investigate this, we can perform a Gillespie simulation (SSA) to investigate the dynamics. To specify the master equation, we need the usual ingredients.\n", "\n", "1. A definition of the species present with variables representing their copy number.\n", "2. A definition of the unit moves that are allowed (the nonzero transition kernels).\n", "3. Updates to copy numbers for each move.\n", "4. The propensity for each move.\n", "\n", "We can conveniently organize these in tables. First, the variables.\n", "\n", "|index|description | variable|\n", "|:----:|:------ |:------: |\n", "|0|_comK_ mRNA copy number | `mk`|\n", "|1|ComK protein copy number | `pk`|\n", "|2|_comS_ mRNA copy number | `ms`|\n", "|3|ComS protein copy number | `ps`|\n", "|4|Free MecA complex copy number | `af`|\n", "|5|MecA-ComK complex copy number | `ak`|\n", "|6|MecA-ComS complex copy number | `as_`|\n", "\n", "\n", "With the species defined, we an write the move set with propensities.\n", "\n", "|index|description | update | propensity|\n", "|:----|:------ |:------ | :----:|\n", "|0|constitutive transcription of a _comK_ mRNA| `mk ⟶ mk + 1` | `k1 * P_comK_const`| \n", "|1|regulated transcription of a _comK_ mRNA| `mk ⟶ mk + 1` | `P_comK * f(k, k2, kappa_k, n)`|\n", "|2|translation of a ComK protein| `pk ⟶ pk + 1` | `k3 * mk`|\n", "|3|constitutive transcription of a _comS_ mRNA| `ms ⟶ ms + 1` | `k4 * P_comS_const`| \n", "|4|regulated transcription of a _comS_ mRNA| `ms ⟶ ms + 1` | `P_comS * g(k, k5, kappa_s, p)`|\n", "|5|translation of a ComS protein| `ps ⟶ ps + 1` | `k6 * ms`|\n", "|6|degradation of a _comK_ mRNA | `mk ⟶ mk - 1` | `k7 * mk` | \n", "|7|degradation of a _comK_ protein | `pk ⟶ pk - 1` | `k8 * pk` | \n", "|8|degradation of a _comS_ mRNA | `ms ⟶ ms - 1` | `k9 * ms` | \n", "|9|degradation of a _comS_ protein | `ps ⟶ ps - 1` | `k10 * ps` | \n", "|10|binding of MecA and ComK | `af ⟶ af - 1`, `pk ⟶ pk - 1`, `ak ⟶ ak + 1` | `k11 * af * pk / omega` | \n", "|11|unbinding of MecA and ComK | `af ⟶ af + 1`, `pk ⟶ pk + 1`, `ak ⟶ ak - 1` | `km11 * a_k` | \n", "|12|degradation ComK by MecA | `af ⟶ af + 1`, `ak ⟶ ak - 1` | `k12 * ak` | \n", "|13|binding of MecA and ComS | `af ⟶ af - 1`, `ps ⟶ ps - 1`, `as_ ⟶ as_ + 1` | `k13 * af * ps/\\Omega` | \n", "|14|unbinding of MecA and ComS | `af ⟶ af +1`, `ps ⟶ ps + 1`, `as_ ⟶ as_ - 1` | `km13 * as_` | \n", "|15|degradation ComS by MecA | `af ⟶ af + 1`, `as_ ⟶ as_ - 1` | `k14 * as_` " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In defining the propensities, we introduced parameters. We can define their values, again in accordance with the Süel, et al. paper.\n", "\n", "|parameter| value | units |\n", "|:----|:------ |:------: |\n", "|`P_comK_const`|1 | – |\n", "|`P_comS_const`|1 | – |\n", "|`P_comK`|1 | – |\n", "|`P_comS`|1 | – |\n", "|`omega`| 1 | molecule/nM|\n", "| `k1` | 0.00021875 | 1/sec|\n", "| `k2` | 0.1875 | 1/sec|\n", "| `k3` | 0.2 | 1/sec|\n", "| `k4` | 0 | – |\n", "| `k5` | 0.0015 | 1/sec|\n", "| `k6` | 0.2 | 1/sec|\n", "| `k7` | 0.005 | 1/sec|\n", "| `k8` | 0.0001 | 1/sec|\n", "| `k9` | 0.005 | 1/sec|\n", "| `k10` | 0.0001 | 1/sec|\n", "| `k11` | 2.02×10$^{-6}$ | 1/nM-sec|\n", "| `km11` | 0.0005 | 1/sec|\n", "| `k12` | 0.05 | 1/sec|\n", "| `k13` | 4.5×10$^{-6}$ | 1/nM-sec|\n", "| `km13` | 5×10$^{-5}$ | 1/nM-sec|\n", "| `k14` | 4×10$^{-5}$ | 1/sec|\n", "| `kappa_k` | 5000 | nM|\n", "| `kappa_s` | 833 | nM|\n", "| `n` | 2 | – |\n", "| `p` | 5 | – |\n", "\n", "Additionally, we take the total MecA complex copy number to be 500. That is, `af+ak+as_ = 500`.\n", "\n", "If is useful to connect these parameters to those of the ODEs we have considered so far and have used to build the phase portraits. As a reminder, the dimensional version of those ODEs is\n", "\n", "\\begin{align}\n", "\\frac{\\mathrm{d}K}{\\mathrm{d}t}&= \\alpha_k + \\beta_k\\,\\frac{K^n}{k_k^n + K^n} - \\frac{\\delta_k K}{1 + K/\\Gamma_k + S/\\Gamma_s} - \\gamma_k K\\\\[1em]\n", "\\frac{\\mathrm{d}S}{\\mathrm{d}t}&= \\alpha_s + \\frac{\\beta_s}{1 + (K/k_s)^p} - \\frac{\\delta_s S}{1 + K/\\Gamma_k + S/\\Gamma_s} - \\gamma_s S.\n", "\\end{align}\n", "\n", "By working through the propensities and performing some algebraic manipulations that we will not go through here (though you can on your own if you like), the parameters in the ODEs above are related to those of the discrete model as follows.\n", "\n", "\\begin{align}\n", "&\\alpha_k = \\frac{k_1\\,k_3}{k_7}\\,\\frac{P_\\mathrm{comK}^\\mathrm{const}}{\\Omega},\\\\[1em]\n", "&\\alpha_s = \\frac{k_4\\,k_6}{k_9}\\,\\frac{P_\\mathrm{comS}^\\mathrm{const}}{\\Omega},\\\\[1em]\n", "&\\beta_k = \\frac{k_2\\,k_3}{k_7}\\,\\frac{P_\\mathrm{comK}}{\\Omega},\\\\[1em]\n", "&\\beta_s = \\frac{k_5\\,k_6}{k_9}\\,\\frac{P_\\mathrm{comS}}{\\Omega},\\\\[1em]\n", "&\\Gamma_k = \\frac{k_{-11}+k_{12}}{k_{11}} \\\\[1em]\n", "&\\Gamma_s = \\frac{k_{-13}+k_{14}}{k_{13}} \\\\[1em]\n", "&\\delta_k = \\frac{k_{12}\\,M}{\\Gamma_k} \\\\[1em]\n", "&\\delta_s = \\frac{k_{14}\\,M}{\\Gamma_s} \\\\[1em]\n", "&\\gamma_k = k_8,\\\\[1em]\n", "&\\gamma_s = k_{10},\n", "\\end{align}\n", "\n", "where $M$ is the total MecA complex copy number (taken to be $M = 500$).\n", "\n", "We now have all the ingredients, so we can proceed to code up the simulation. That is, we supply the propensity function and updates." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "@numba.njit\n", "def propensity(\n", " propensities,\n", " population,\n", " t,\n", " P_comK_const,\n", " P_comS_const,\n", " P_comK,\n", " P_comS,\n", " omega,\n", " k1,\n", " k2,\n", " k3,\n", " k4,\n", " k5,\n", " k6,\n", " k7,\n", " k8,\n", " k9,\n", " k10,\n", " k11,\n", " km11,\n", " k12,\n", " k13,\n", " km13,\n", " k14,\n", " kappa_k,\n", " kappa_s,\n", " n,\n", " p,\n", "):\n", " mk, pk, ms, ps, af, ak, as_ = population\n", "\n", " f_num = (pk / kappa_k * omega) ** n\n", " f = k2 * f_num / (1 + f_num)\n", " g = k5 / (1 + (pk / kappa_s * omega) ** p)\n", "\n", " propensities[0] = k1 * P_comK_const\n", " propensities[1] = P_comK * f\n", " propensities[2] = k3 * mk\n", " propensities[3] = k4 * P_comS_const\n", " propensities[4] = P_comS * g\n", " propensities[5] = k6 * ms\n", " propensities[6] = k7 * mk\n", " propensities[7] = k8 * pk\n", " propensities[8] = k9 * ms\n", " propensities[9] = k10 * ps\n", " propensities[10] = k11 * af * pk / omega\n", " propensities[11] = km11 * ak\n", " propensities[12] = k12 * ak\n", " propensities[13] = k13 * af * ps / omega\n", " propensities[14] = km13 * as_\n", " propensities[15] = k14 * as_\n", "\n", "\n", "update = np.array(\n", " [\n", " # 0 1 2 3 4 5 6\n", " [ 1, 0, 0, 0, 0, 0, 0], # 0\n", " [ 1, 0, 0, 0, 0, 0, 0], # 1\n", " [ 0, 1, 0, 0, 0, 0, 0], # 2\n", " [ 0, 0, 1, 0, 0, 0, 0], # 3\n", " [ 0, 0, 1, 0, 0, 0, 0], # 4\n", " [ 0, 0, 0, 1, 0, 0, 0], # 5\n", " [-1, 0, 0, 0, 0, 0, 0], # 6\n", " [ 0, -1, 0, 0, 0, 0, 0], # 7\n", " [ 0, 0, -1, 0, 0, 0, 0], # 8\n", " [ 0, 0, 0, -1, 0, 0, 0], # 9\n", " [ 0, -1, 0, 0, -1, 1, 0], # 10\n", " [ 0, 1, 0, 0, 1, -1, 0], # 11\n", " [ 0, 0, 0, 0, 1, -1, 0], # 12\n", " [ 0, 0, 0, -1, -1, 0, 1], # 13\n", " [ 0, 0, 0, 1, 1, 0, -1], # 14\n", " [ 0, 0, 0, 0, 1, 0, -1], # 15\n", " ],\n", " dtype=int,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, for convenience, we'll write a function that will return the arguments for the propensity funtion, complete with defaults from the Süel, et al, 2007 paper. We will store the result in a named tuple for easy access of the parameter values when we need them." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "ParametersSSA = collections.namedtuple(\n", " \"ParametersSSA\",\n", " [\n", " \"P_comK_const\",\n", " \"P_comS_const\",\n", " \"P_comK\",\n", " \"P_comS\",\n", " \"omega\",\n", " \"k1\",\n", " \"k2\",\n", " \"k3\",\n", " \"k4\",\n", " \"k5\",\n", " \"k6\",\n", " \"k7\",\n", " \"k8\",\n", " \"k9\",\n", " \"k10\",\n", " \"k11\",\n", " \"km11\",\n", " \"k12\",\n", " \"k13\",\n", " \"km13\",\n", " \"k14\",\n", " \"kappa_k\",\n", " \"kappa_s\",\n", " \"n\",\n", " \"p\",\n", " ],\n", ")\n", "\n", "params_ssa = ParametersSSA(\n", " P_comK_const=1,\n", " P_comS_const=1,\n", " P_comK=1,\n", " P_comS=1,\n", " omega=1,\n", " k1=0.00021875,\n", " k2=0.1875,\n", " k3=0.2,\n", " k4=0.0,\n", " k5=0.0015,\n", " k6=0.2,\n", " k7=0.005,\n", " k8=0.0001,\n", " k9=0.005,\n", " k10=0.0001,\n", " k11=2.02e-6,\n", " km11=0.0005,\n", " k12=0.05,\n", " k13=4.5e-6,\n", " km13=5e-5,\n", " k14=4e-5,\n", " kappa_k=5000.0,\n", " kappa_s=833.0,\n", " n=2,\n", " p=5,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we need to write a function to convert the counts of ComK and ComS protein to dimensionless concentration units." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "def convert_to_conc(pop, params):\n", " k = pop[0, :, 1] / params.omega * params.k11 / (params.km11 + params.k12)\n", " s = pop[0, :, 3] / params.omega * params.k13 / (params.km13 + params.k14)\n", "\n", " return k, s" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we'll set up the initial populations and time points." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "population_0 = np.array([10, 100, 10, 400, 500, 0, 0], dtype=int)\n", "\n", "time_points = np.linspace(0, 4000000, 4001)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All of the required arguments are set, so let's now run a trajectory. When we plot the trajectory, we will show it along with the phase protrait (with counts adjusted to the same dimensionless concentration units)." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/bois/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:25: RuntimeWarning: divide by zero encountered in log10\n" ] }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", " \n", " var docs_json = {\"7c358bb1-a7df-4a8d-9b8d-05a3e0bc854c\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"2978\"}],\"center\":[{\"id\":\"2981\"},{\"id\":\"2985\"},{\"id\":\"3018\"},{\"id\":\"3021\"},{\"id\":\"3024\"},{\"id\":\"3027\"},{\"id\":\"3030\"},{\"id\":\"3033\"},{\"id\":\"3036\"},{\"id\":\"3039\"},{\"id\":\"3042\"},{\"id\":\"3045\"},{\"id\":\"3048\"},{\"id\":\"3051\"},{\"id\":\"3054\"},{\"id\":\"3057\"},{\"id\":\"3060\"},{\"id\":\"3063\"},{\"id\":\"3066\"},{\"id\":\"3069\"},{\"id\":\"3072\"},{\"id\":\"3075\"},{\"id\":\"3078\"},{\"id\":\"3081\"},{\"id\":\"3084\"},{\"id\":\"3087\"},{\"id\":\"3090\"},{\"id\":\"3093\"},{\"id\":\"3096\"},{\"id\":\"3099\"},{\"id\":\"3102\"},{\"id\":\"3105\"},{\"id\":\"3108\"},{\"id\":\"3111\"},{\"id\":\"3114\"},{\"id\":\"3117\"},{\"id\":\"3120\"},{\"id\":\"3123\"},{\"id\":\"3126\"},{\"id\":\"3129\"},{\"id\":\"3132\"},{\"id\":\"3135\"},{\"id\":\"3138\"},{\"id\":\"3141\"},{\"id\":\"3144\"},{\"id\":\"3147\"},{\"id\":\"3150\"},{\"id\":\"3153\"},{\"id\":\"3156\"},{\"id\":\"3159\"},{\"id\":\"3162\"},{\"id\":\"3165\"},{\"id\":\"3168\"},{\"id\":\"3171\"},{\"id\":\"3174\"},{\"id\":\"3177\"},{\"id\":\"3180\"},{\"id\":\"3183\"},{\"id\":\"3186\"},{\"id\":\"3189\"},{\"id\":\"3192\"},{\"id\":\"3195\"},{\"id\":\"3198\"},{\"id\":\"3201\"},{\"id\":\"3204\"},{\"id\":\"3207\"},{\"id\":\"3210\"},{\"id\":\"3213\"},{\"id\":\"3216\"},{\"id\":\"3219\"},{\"id\":\"3222\"},{\"id\":\"3225\"},{\"id\":\"3228\"},{\"id\":\"3231\"}],\"frame_height\":260,\"frame_width\":260,\"left\":[{\"id\":\"2982\"}],\"renderers\":[{\"id\":\"3003\"},{\"id\":\"3008\"},{\"id\":\"3015\"},{\"id\":\"3236\"}],\"title\":{\"id\":\"3317\"},\"toolbar\":{\"id\":\"2993\"},\"x_range\":{\"id\":\"3010\"},\"x_scale\":{\"id\":\"2974\"},\"y_range\":{\"id\":\"3011\"},\"y_scale\":{\"id\":\"2976\"}},\"id\":\"2969\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"end\":{\"id\":\"3224\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.5104187571613226},\"x_start\":{\"value\":-1.4829116693400164},\"y_end\":{\"value\":0.02541328626919126},\"y_start\":{\"value\":-0.06328166995860784}},\"id\":\"3225\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3089\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3206\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3041\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.8318161506852046},\"x_start\":{\"value\":-2.8257249778921154},\"y_end\":{\"value\":-0.5618475993964139},\"y_start\":{\"value\":-0.6574389253269779}},\"id\":\"3042\",\"type\":\"Arrow\"},{\"attributes\":{\"line_color\":\"#ff7f0e\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3001\",\"type\":\"Line\"},{\"attributes\":{\"end\":{\"id\":\"3209\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.018499182454633},\"x_start\":{\"value\":-2.018911431331386},\"y_end\":{\"value\":2.1005910801015695},\"y_start\":{\"value\":2.196468734902721}},\"id\":\"3210\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3206\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.18552793538381374},\"x_start\":{\"value\":-0.2547631525043821},\"y_end\":{\"value\":1.7439518634864124},\"y_start\":{\"value\":1.7715231655306227}},\"id\":\"3207\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3062\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.787845296190182},\"x_start\":{\"value\":-1.7806099364633838},\"y_end\":{\"value\":-0.5622042440992473},\"y_start\":{\"value\":-0.6576487440153003}},\"id\":\"3063\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3209\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2990\",\"type\":\"ResetTool\"},{\"attributes\":{\"end\":{\"id\":\"3128\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.4932324709079885},\"x_start\":{\"value\":-3.565608493688498},\"y_end\":{\"value\":1.1873125629796026},\"y_start\":{\"value\":1.1845982695787418}},\"id\":\"3129\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3212\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3122\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.3485959496684146},\"x_start\":{\"value\":-3.4209083498899804},\"y_end\":{\"value\":1.5510481162280016},\"y_start\":{\"value\":1.5558700299253512}},\"id\":\"3123\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3134\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"3323\",\"type\":\"Selection\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3041\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3215\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3053\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.2171230672981794},\"x_start\":{\"value\":-2.213705609199211},\"y_end\":{\"value\":-0.944913801193519},\"y_start\":{\"value\":-1.0407445617062363}},\"id\":\"3054\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3158\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.0095350028904169},\"x_start\":{\"value\":-1.0810210470667827},\"y_end\":{\"value\":2.5830883430587024},\"y_start\":{\"value\":2.59823969277667}},\"id\":\"3159\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3092\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"3326\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"field\":\"line_width\"},\"xs\":{\"field\":\"xs\"},\"ys\":{\"field\":\"ys\"}},\"id\":\"3013\",\"type\":\"MultiLine\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3059\",\"type\":\"NormalHead\"},{\"attributes\":{\"axis_label\":\"log\\u2081\\u2080 s\",\"formatter\":{\"id\":\"3320\"},\"ticker\":{\"id\":\"2983\"}},\"id\":\"2982\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3035\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"3329\",\"type\":\"Selection\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3218\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3131\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.493975790802189},\"x_start\":{\"value\":-3.566093269670665},\"y_end\":{\"value\":1.013191515591991},\"y_start\":{\"value\":1.0048003932555183}},\"id\":\"3132\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":3.6989700043360187,\"start\":-2.0},\"id\":\"3011\",\"type\":\"Range1d\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3062\",\"type\":\"NormalHead\"},{\"attributes\":{\"data_source\":{\"id\":\"3012\"},\"glyph\":{\"id\":\"3013\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3014\"},\"selection_glyph\":null,\"view\":{\"id\":\"3016\"}},\"id\":\"3015\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3185\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3077\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3212\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.919656412104495},\"x_start\":{\"value\":-0.9913753550935573},\"y_end\":{\"value\":2.8004458921426814},\"y_start\":{\"value\":2.813594895338997}},\"id\":\"3213\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3125\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3221\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.0620117735793728},\"x_start\":{\"value\":-1.1331372932118922},\"y_end\":{\"value\":2.042132385816756},\"y_start\":{\"value\":2.059957445722472}},\"id\":\"3222\",\"type\":\"Arrow\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"field\":\"line_width\"},\"xs\":{\"field\":\"xs\"},\"ys\":{\"field\":\"ys\"}},\"id\":\"3014\",\"type\":\"MultiLine\"},{\"attributes\":{},\"id\":\"3327\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2991\",\"type\":\"HelpTool\"},{\"attributes\":{\"end\":{\"id\":\"3086\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.0830679696082417},\"x_start\":{\"value\":-0.04531400338570313},\"y_end\":{\"value\":-1.5781497866313785},\"y_start\":{\"value\":-1.496311849158487}},\"id\":\"3087\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3050\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3122\",\"type\":\"NormalHead\"},{\"attributes\":{\"source\":{\"id\":\"3012\"}},\"id\":\"3016\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3328\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"end\":{\"id\":\"3095\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.206222328571424},\"x_start\":{\"value\":-3.277645598354204},\"y_end\":{\"value\":3.285727032945949},\"y_start\":{\"value\":3.301197057750225}},\"id\":\"3096\",\"type\":\"Arrow\"},{\"attributes\":{\"data_source\":{\"id\":\"3000\"},\"glyph\":{\"id\":\"3001\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3002\"},\"selection_glyph\":null,\"view\":{\"id\":\"3004\"}},\"id\":\"3003\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3131\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3050\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.387610772951131},\"x_start\":{\"value\":-2.3802590417472436},\"y_end\":{\"value\":-0.5622464495933839},\"y_start\":{\"value\":-0.6576747452502827}},\"id\":\"3051\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3098\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3125\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.3483569921646024},\"x_start\":{\"value\":-3.4207548179381986},\"y_end\":{\"value\":1.3679995554789195},\"y_start\":{\"value\":1.3694196107621455}},\"id\":\"3126\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3224\",\"type\":\"NormalHead\"},{\"attributes\":{\"source\":{\"id\":\"3005\"}},\"id\":\"3009\",\"type\":\"CDSView\"},{\"attributes\":{\"end\":{\"id\":\"3047\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.536440314721532},\"x_start\":{\"value\":-2.5293319675145973},\"y_end\":{\"value\":-0.562165461080134},\"y_start\":{\"value\":-0.6576277399186456}},\"id\":\"3048\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3230\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3230\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.9092834285901323},\"x_start\":{\"value\":-1.9026673654024537},\"y_end\":{\"value\":1.5374822164776463},\"y_start\":{\"value\":1.5730219462921688}},\"id\":\"3231\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3077\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.7138349247159315},\"x_start\":{\"value\":-0.7418074295765984},\"y_end\":{\"value\":0.06260804246355955},\"y_start\":{\"value\":0.12719112678348843}},\"id\":\"3078\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3218\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.48419491918608726},\"x_start\":{\"value\":-0.5543821003040317},\"y_end\":{\"value\":1.1526174653993115},\"y_start\":{\"value\":1.176019507815261}},\"id\":\"3219\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":0.3010299956639812,\"start\":-4.0},\"id\":\"3010\",\"type\":\"Range1d\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3074\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"3325\",\"type\":\"Selection\"},{\"attributes\":{\"end\":{\"id\":\"3074\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.151868876529984},\"x_start\":{\"value\":-1.1286582788556836},\"y_end\":{\"value\":-1.6261825012581377},\"y_start\":{\"value\":-1.7120440506317258}},\"id\":\"3075\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3086\",\"type\":\"NormalHead\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9467bd\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3007\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3324\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3318\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3203\",\"type\":\"NormalHead\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[4001]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[4001]}},\"selected\":{\"id\":\"3329\"},\"selection_policy\":{\"id\":\"3330\"}},\"id\":\"3233\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3227\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"3320\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"end\":{\"id\":\"3059\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.9379700483918905},\"x_start\":{\"value\":-1.9306286544750195},\"y_end\":{\"value\":-0.5622347721113448},\"y_start\":{\"value\":-0.6576641759301056}},\"id\":\"3060\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3155\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3200\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.8758690108736176},\"x_start\":{\"value\":-0.8634202906676789},\"y_end\":{\"value\":-0.5442224302161798},\"y_start\":{\"value\":-0.4499417579688312}},\"id\":\"3201\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3056\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.106367642354418},\"x_start\":{\"value\":-2.0957371338560047},\"y_end\":{\"value\":-0.37199088954533666},\"y_start\":{\"value\":-0.46686106146897344}},\"id\":\"3057\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3080\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.23390396601963803},\"x_start\":{\"value\":-0.2849508078803775},\"y_end\":{\"value\":1.2236639078878535},\"y_start\":{\"value\":1.2499322035998945}},\"id\":\"3081\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3200\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3068\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.4631589808200798},\"x_start\":{\"value\":-1.460525487566557},\"y_end\":{\"value\":-1.3285673090905719},\"y_start\":{\"value\":-1.4244423509887434}},\"id\":\"3069\",\"type\":\"Arrow\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"3323\"},\"selection_policy\":{\"id\":\"3324\"}},\"id\":\"3000\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3330\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"end\":{\"id\":\"3083\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.1470071256499188},\"x_start\":{\"value\":-0.11248944138181205},\"y_end\":{\"value\":-1.208300696430476},\"y_start\":{\"value\":-1.123992270569959}},\"id\":\"3084\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3221\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3071\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.320220623682446},\"x_start\":{\"value\":-1.3151704662836816},\"y_end\":{\"value\":-1.5208856545161111},\"y_start\":{\"value\":-1.616576962892685}},\"id\":\"3072\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3089\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":0.013276678966717137},\"x_start\":{\"value\":0.054389007476245865},\"y_end\":{\"value\":-1.758705274783452},\"y_start\":{\"value\":-1.6797565087965616}},\"id\":\"3090\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3128\",\"type\":\"NormalHead\"},{\"attributes\":{\"line_color\":\"#9467bd\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3006\",\"type\":\"Line\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3053\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3038\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3047\",\"type\":\"NormalHead\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"3325\"},\"selection_policy\":{\"id\":\"3326\"}},\"id\":\"3005\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3095\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3215\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.0410796252793457},\"x_start\":{\"value\":-1.0194178307793207},\"y_end\":{\"value\":-0.5964429248116441},\"y_start\":{\"value\":-0.5357816936608626}},\"id\":\"3216\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3083\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3203\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.3780865204676127},\"x_start\":{\"value\":-0.4111587586009211},\"y_end\":{\"value\":0.5372834259119883},\"y_start\":{\"value\":0.5739844823222993}},\"id\":\"3204\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3227\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.31914567348472},\"x_start\":{\"value\":-1.303429469803155},\"y_end\":{\"value\":0.16202165662315493},\"y_start\":{\"value\":0.18351341162299217}},\"id\":\"3228\",\"type\":\"Arrow\"},{\"attributes\":{\"data_source\":{\"id\":\"3005\"},\"glyph\":{\"id\":\"3006\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3007\"},\"selection_glyph\":null,\"view\":{\"id\":\"3009\"}},\"id\":\"3008\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"end\":{\"id\":\"3197\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.8904420855223865},\"x_start\":{\"value\":-0.9622205130842216},\"y_end\":{\"value\":3.128743470425307},\"y_start\":{\"value\":3.141327693771527}},\"id\":\"3198\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3068\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3167\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.18414814638820753},\"x_start\":{\"value\":-0.2544564287399531},\"y_end\":{\"value\":3.587415184780204},\"y_start\":{\"value\":3.61000187782711}},\"id\":\"3168\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3164\",\"type\":\"NormalHead\"},{\"attributes\":{\"data_source\":{\"id\":\"3233\"},\"glyph\":{\"id\":\"3234\"},\"hover_glyph\":null,\"level\":\"underlay\",\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3235\"},\"selection_glyph\":null,\"view\":{\"id\":\"3237\"}},\"id\":\"3236\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3017\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3080\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3023\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.6891977443861945},\"x_start\":{\"value\":-3.691995545583049},\"y_end\":{\"value\":-0.9448062046396435},\"y_start\":{\"value\":-1.0406720028440777}},\"id\":\"3024\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3065\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-1.6411045574033973},\"x_start\":{\"value\":-1.6334167465200387},\"y_end\":{\"value\":-0.5624216920794415},\"y_start\":{\"value\":-0.6578031696550537}},\"id\":\"3066\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3092\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.568774387899631},\"x_start\":{\"value\":-2.597934516396639},\"y_end\":{\"value\":3.019819197494976},\"y_start\":{\"value\":3.0791347805823}},\"id\":\"3093\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3149\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":0.15787294456584888},\"x_start\":{\"value\":0.19466526919509253},\"y_end\":{\"value\":0.10089816301717258},\"y_start\":{\"value\":0.18351341162299217}},\"id\":\"3150\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3179\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.5548150758190706},\"x_start\":{\"value\":-2.5829573094498617},\"y_end\":{\"value\":3.385716926303343},\"y_start\":{\"value\":3.447219499606862}},\"id\":\"3180\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3158\",\"type\":\"NormalHead\"},{\"attributes\":{\"data\":{\"line_width\":[3.0,3.0,3.0,2.1071821036670473,1.5303062038697326,1.158265851163699,0.9214753180810386,0.7688721515681938,0.6709656246968162,0.6091665649764337,0.5701353816110808,0.5457221317813659,0.5304952920450873,0.5208558385160547,0.514535912527316,0.5103117420736963,0.5073219280141654,0.5051546727626549,0.5035976943140614,0.5024402270475222,0.5015820188102398,0.5009451571264824,0.5004698783617614,0.5004698783617614,0.5002253294852059,0.5002253294852059,0.5001361610760533,0.5001361610760533,0.5000922966766063,0.5000922966766063,0.5000716968346863,0.5000671065817117,0.5000695143615704,0.5000707174458627,0.5000733634973981,0.5000733634973981,0.5000730363645238,0.5000725894167294,0.5000725947506541,0.5000730982286105,0.5000737868452215,0.5000738059326933,0.5000732154574346,0.5000727729959541,0.5000727607782598,0.500073171281972,0.5000736660286366,0.5000736228728911,0.5000731493919801,0.500072805637988,0.5000728264702674,0.5000731898173822,0.5000735699936676,0.5000734977980729,0.5000731045718206,0.5000728335480475,0.5000728790952262,0.5000732024887141,0.5000734976085368,0.5000734075314541,0.5000730749051483,0.5000728607696989,0.5000729241765716,0.5000732112407925,0.5000734396245878,0.5000733390120982,0.5000730552874505,0.5000728871672087,0.5000729629445217,0.5000732163483783,0.500073391294783,0.5000732855074984,0.5000730427557843,0.5000729124246618,0.5000729960750501,0.5000732182248178,0.5000733500848198,0.5000732430933209,0.5000730354197573,0.5000729362889916,0.5000730241267639,0.500073217398184,0.5000733145109708,0.5000732092342541,0.5000730319609169,0.5000729585761092,0.5000730476207272,0.5000732144199723,0.5000732836192427,0.5000731821605853,0.5000730314018926,0.5000729791631666,0.5000730670571774,0.5000732098110559,0.5000732567394234,0.5000731605639664,0.5000730329901091,0.5000729979817748,0.5000730829163678,0.500073204035545,0.5000732333622245,0.5000731434353323,0.5000730361334101,0.5000730150114739,0.5000730956547724,0.5000731974908577,0.5000732130751824,0.5000731299721382,0.5000730403610931,0.5000730302728231,0.5000731057004117,0.5000731905068112,0.500073195528138,0.5000731195219665,0.5000730452982871,0.5000730438201605,0.500073113448836,0.5000731833495733,0.5000731804142049,0.500073111546376,0.5000730506477982,0.5000730557343507,0.5000731192603709,0.5000731762280274,0.5000731674590628,2.999946394312053,2.999946394312053,2.999946394312053,2.1070539737966834,1.5300755698481425,1.1578860404891058,0.9209121429323266,0.7680111821060807,0.6697047949720002,2.9999257992538033,2.9999257992538033,2.9999257992538033,2.107004007752369,1.5299846805568327,1.1577343665164768,0.9206826786030613,0.7676503812850579,0.6691494654917819,0.6067321939483802,0.566880417245371,0.541784179281001,0.5263906294413184,2.999920578569623,2.999920578569623,2.106990439053428,1.529959238044824,1.1576907440827129,0.9206143496597268,0.7675364215743701,0.6689590977878673,0.6064344364129659,0.5663972167878315,2.9999217434878607,2.9999217434878607,2.106991773180631,1.5299605763224347,1.1576915740273233,0.9206132461380669,0.7675297737816984,0.6689382494184928,0.6063823590699675,0.5662754376114352,0.540785627571312,0.5250067204750029,2.9999254574047853,2.9999254574047853,2.1069987034956035,1.52997184346023,1.1577089732733534,0.9206377334005864,0.7675650953745017,0.668986510975817,0.6064373019576124,0.5663279204167098,0.5408017096705544,0.5249219823249996,0.51505835720533,0.5091192927173279,0.5059446832212354,2.9999301098056015,2.9999301098056015,2.107007160427355,1.5299855199196446,1.1577302449535996,0.920668350434884,0.7676111219303671,0.6690542837602802,0.6065269169587291,0.5664457892939415,0.5409377256194162,0.5250268810564314,0.5150724238135004,0.5089613903076055,0.5089613903076055,2.9999351767633,2.9999351767633,2.107015669196189,1.5299987625523754,1.15775043783096,0.9206972748205292,0.7676547819526727,0.6691196723638797,0.6066167404121644,0.5665726918451568,0.5411058255901776,2.9999404270357664,2.9999404270357664,2.1070238050383123,1.5300107621276342,1.1577680546161908,0.9207219716023438,0.7676915836152594,0.6691748093585982,0.6066937323684385,0.5666847070059962,0.541262524298786,0.5253973671260841,0.5154543709824444,0.5092274768603452,0.5053670815615966,0.5053670815615966,0.5035329918767338,0.5035329918767338,0.5024490029604017,2.9999444356810514,2.9999444356810514,2.1070307909311397,1.5300211348335426,1.157782912196376,0.9207422864593042,0.7677210740054603,0.6692182463706994,0.606754150203588,0.5667737634902684,2.999936864725674,2.999936864725674,2.1070303121615583,1.5300261899756804,1.1577930476497373,0.9207573661440878,0.7677431672936319,0.6692504588635381,0.6067986749635691,0.5668390575901542,0.54148638764131,0.5256877397403243,0.5158343103353389,0.5096769897532194,0.5057939689933916,0.5033112457671676,0.5033112457671676,0.5020670248568244,2.9998608640390554,2.9998608640390554,2.1069863941709994,1.5300034999253407,1.1577848508028497,0.920759286102206,0.7677537263739147,0.6692697464938339,0.606827108755147,0.5668818470066775,0.5415496445279614,0.5257746167806733,0.5159578908869122,0.5098440363417055,0.5060031366352984,0.5035385579374392,0.5019197491485098,0.5019197491485098,0.5012406641748477,0.5012406641748477,0.5008239422577487,2.9993705421106185,2.9993705421106185,2.106679334542711,1.5298149064640172,1.1576727819925465,0.9206960611139529,0.7677225352748824,0.6692597885378528,0.6068309011102035,0.5668981941736205,0.5415807099044484,0.5258218155102821,0.5160307971126746,2.9966221444856087,2.9966221444856087,2.104929138333062,1.5287093483143912,1.156982506291563,0.920269656675498,0.7674653738327744,0.6691106134831036,0.6067502476436326,0.5668577966994508,0.5415642339212379,0.5258236741962313,0.5160517366329918,0.5099984132065911,0.506236202886589,0.5038615239439868,0.5023171282252181,0.5012640398577353,0.5012640398577353,0.5006351058765853,2.9809832534286738,2.9809832534286738,2.0949699957938837,1.522419158357275,1.1530573428976387,0.9178495203749686,0.7660132162497151,0.6682376937452156,0.6062364984031394,0.5665708812226746,0.5414094124643568,0.5257388612050241,0.5160030755571268,0.5099755136678622,0.5062415138249504,0.5039054572191292,0.5024136372162686,2.8972792774744787,2.8972792774744787,2.0414603759172985,1.4884186165940272,1.1316388102927264,0.9044436050998532,0.7577735502977236,0.6633536968297544,0.6034762994235083,0.5650295006971455,0.5405941013662464,0.5253252749913374,0.515788936690952,0.5098486813003111,0.5061571137547931,0.5038557210233089,0.5024095905785831,2.5190464594066397,2.5190464594066397,1.8001210647390726,1.3355233220075207,1.0357767900161534,0.8448912796792973,0.7209147404640851,0.6410777431679856,0.5904213090299039,0.5579341570056177,0.536876059361318,0.5235651975096708,0.5149704836246884,0.5094698535496891,0.5059507686023443,0.5037117812640752,0.5023019440081187,1.5764178969845513,1.5764178969845513,1.1970912220254775,0.95188083239839,0.7935751402935493,0.69268325616737,0.6273374427654804,0.5849535966592617,0.5577019768833604,0.7919862522434369,0.7919862522434369,0.6942668267036134,0.632850952208263,0.5925074626511019,0.5660639200819401,0.5041892541515098,0.5041892541515098,0.5041892541515098,0.5041892541515098,0.5071826268181321,0.5093274499662215,0.5118043992554333,0.5153610193578847,0.5182882311344156,0.5010466466822507,0.5009991708670852,0.5008554055780404,0.5007525661894269,0.5008004421229677,0.5008004421229677,0.5011893882912456,0.5011893882912456,0.5015291304898952,0.5015291304898952,0.5013821654361414,0.5010058274017164,0.500728232253351,0.5005329876238166,0.5004028050414074,0.5003094589887082,0.5003498335165811,0.5003498335165811,0.5005567198658414,0.5005567198658414,0.5009512541853336,0.5009512541853336,0.5017089252188148,0.5023703025439689,0.5029735105129247,0.5035448183319489,0.5040443994051566,0.5043953447919545,0.5046531851937074,0.5049162284713428,0.5052817292144896,0.5057069058195411,0.5057069058195411,0.5062098497033417,0.5066519382309982,0.5070154769641402,0.5073037530134232,0.5075214496013425,0.5076661662420316,0.5077003594132994,0.507485246563764,0.5065186771864509,0.5008338455584408,0.5008318136903589,0.5008285819417262,0.5008237865306762,0.5008160086416339,0.5008045370621015,0.5007882036176716,0.5007684090690185,0.5007526868220864,0.5007494892959145,0.5007781637970387,0.5008839217280958,0.5008839217280958,0.5011485317286584,0.5011485317286584,0.5016912376955327,0.502396793112386,0.5032531613191564,0.5041823648163244,0.5049484662421759,0.5052453545225984,0.5049062620015716,0.5041000059936741,0.50320890221632,0.5025527821041669,0.5021171381724785,0.5018535463736788,0.5017360936130634,0.5017689884980422,0.5019286463793666,0.5019286463793666,0.5023089103292923,0.5027846331871922,0.5033172147362024,0.5038745479813369,0.50442870159551,0.5049549593377617,0.5054345619241372,0.5058564050276843,0.5062171462937619,0.5065197721235573,0.5067707210505036,0.5069787692910054,0.5071507784517277,0.5072895255224708,0.5073908299601417,0.5042529144860828,0.5046844122814251,0.5051026947023827,0.5054914334549483,0.5058412745138267,0.506149095120782,0.506413692552655,0.5066407516292152,0.506834038525285,0.5069974670143521,0.5045897339650884,0.5050005307968171,0.5053873409779662,0.5057391538638238,0.5060486650613132,0.5063167377988126,0.5065462859579827,0.5045777297632297,0.5049865307263401,0.5053719518371574,0.5057224577843064,0.5060318836086575,0.5284518415552252,0.5284518415552252,0.5201847212844045,0.5142455810013005,0.5099874467795422,0.5069699026383773,0.5048207482616821,0.5033073451388702,0.5022726900411488,0.5015984152133421,0.5015984152133421,0.5012627522253329,0.5010575495370929,0.5009509921805664,0.500890925717024,0.5008521647602628,0.5008226391470493,0.5007924719755142,0.500755866394325,0.5007050961411867,0.5006293487797321,0.5005152749029622,0.5005152749029622,0.5004118890045871,0.5004118890045871,0.5003137603793774,0.5284504263218319,0.5284504263218319,0.5201832441684937,0.514244010175879,0.5099857392947964,0.5069680065915358,0.5048185716466496,0.5033046907396248,0.5022693491845464,0.501593945644814,0.501593945644814,0.5012570667379579,0.5010501875707751,0.5284481795591123,0.5284481795591123,0.520180891803031,0.514241518696964,0.5099830501162503,0.5069650404685843,0.5048151226122336,0.5033005399594612,0.5022640922301136,0.5015869567116136,0.5015869567116136,0.5012481441903762,0.5010386594929346,0.500927438765586,0.5008608281353885,0.5008124022391649,0.5284446476297902,0.5284446476297902,0.5201772068768243,0.5142376213080949,0.509978816002239,0.5069603288260041,0.5048097165210056,0.5032939856773153,0.5022558671413593,0.5015759684146347,0.5015759684146347,0.5012340873458416,0.5010205562725097,0.5284390681555053,0.5284390681555053,0.5201713690452093,0.5142314242710154,0.5099721349166716,0.5069529699615454,0.5048012196229616,0.5032837441476599,0.5022429411685596,0.5015588168876238,0.5015588168876238,0.5012122966771388,0.500992262210272,0.5008699187116117,0.5007879162279576,0.5007171572986546,0.5006385876158057,0.500534379346988,0.500534379346988,0.5004230014083167,0.5004230014083167,0.5003191368331039,0.5284302756238266,0.5284302756238266,0.5201622063254813,0.5142217494387924,0.5099616981330425,0.5069413853254727,0.5047879235060837,0.5032677822299438,0.5022229756824352,0.5015323451427366,0.5015323451427366,0.5011782369039036,0.5009485449842417,0.5284164744601296,0.5284164744601296,0.5201477950576974,0.5142064896855147,0.509945249227165,0.506923342162017,0.5047673383699518,0.503243019793206,0.502192070143016,0.5014915172326317,0.5014915172326317,0.5011261723408817,0.5008811655035513,0.5283947183430799,0.5283947183430799,0.5201251946105718,0.514182724059749,0.5099198217664115,0.5068954191424404,0.5047354484959992,0.5032053926888989,0.5021453410805247,0.5014303567515149,0.5014303567515149,0.5010480296568516,0.5007795139189795,0.5283609049156236,0.5283609049156236,0.5200900799290831,0.5141458089905108,0.5098803333611777,0.5068525091250498,0.5046873566533916,0.5031487911647152,0.5020766674477675,0.5013416436912287,0.5013416436912287,0.5009323234528409,0.5283078866755165,0.5283078866755165,0.5200354700258487,0.5140890207162991,0.5098204621050537,0.5067883980188934,0.5046162394133087,0.5282267719403096,0.5282267719403096,0.5199526365448974,0.5140037543443576,0.509731648163055,0.5066947821878783,0.504515675540188,0.5029565134534261,0.5018551373665798,0.5281028808646848,0.5281028808646848,0.5198278878351119,0.5138780120905669,0.5096047187671109,0.5065664665994567,0.5043851737948258,0.5028229852324938,0.501718444102222,0.5279205203208576,0.5279205203208576,0.5279205203208576,0.5196491316106686,0.5137042154271896,0.5094377949049804,0.5064089132744358,0.504240721019507,0.5026963097989978,0.5276629178681271,0.5276629178681271,0.5276629178681271,0.5194094675305105,0.5134874834605447,0.509250016228021,0.5062565020307253,0.5041316161319506,0.5273333417612829,0.5273333417612829,0.5191345815642607,0.5132772484652869,0.5091142893350145,0.5269572316615947,0.5269572316615947,0.5191466846108423,0.5136107423554489,0.5096801170675727,0.5076509839796349,0.5077408966269082,0.5075386529238545,0.5069575698163391,0.5060191715118958,0.5050500678227272,0.5037356815785313,0.5037356815785313,0.5037356815785313,0.5037356815785313,0.5037356815785313,0.5042861430127391,0.5040599476755161,0.5041282994938561,0.5045518716037799,0.5049676319322769,0.5034146244577925,0.5035118002047898,0.5039493478511518,0.5043991899722716,0.504844938666933,0.5052688789996083,0.5056558991002587,0.5025683514427013,0.5027314977318439,0.5031602297492173,0.5036298305449456,0.5008705521387191,0.5009069810139013,0.5009852297355601,0.5011551213157992,0.5014465014164253,0.5014465014164253,0.5020048267539755,0.50277488249936,0.5037147954026566,0.5046603865840523,0.5053237845782551,0.5054109650017179,0.5048743877075059,0.5039611891631309,0.5029805121895973,0.5022178011223415,0.5017201584441036,0.5014028175853623,0.5012112314171492,0.5011190666100525,0.5011164476243657,0.5011846840405911,0.5011846840405911,0.5013396235407457,0.5015639696138345,0.5018581821524976,0.5009985088953179,0.5012279150806207,0.5012279150806207,0.5017237783149917,0.5024171787996011,0.5032891711686086,0.5042471308210528,0.5050466626558449,0.5053774541567742,0.5050673446699091,0.5042635791476984,0.503286254673571,0.5024968037304349,0.5019674603618267,0.5016325269561867,0.5014347729596281,0.5013574779273404,0.5013964289697217,0.5015331108693086,0.5015331108693086,0.5008454491119839,0.500845773433099,0.5008525319978024,0.5008656854678708,0.5008896597559377,0.5009324589331078,0.5010164465493615,0.5011832112722612,0.5014617763201441,0.5014617763201441,0.5020079419957346,0.5027756403767041,0.5037185513155249,0.5046717353535922,0.5053469428368804,0.5054516199419361,0.5049247533223313,0.5040138630237074,0.5030282121954139,0.5022155714577666,0.5016880935352227,0.5013481443670693,0.5011284712648467,0.5011284712648467,0.5011284712648467,0.5010267998881953,0.5008861736349001,0.5009248656103134,0.5009930297409069,0.5011277636487335,0.5014037301103675,0.5019110869588383,0.5026461550356522,0.5035693135273158,0.5045413793510332,0.5052821819253186,0.5054871643571622,0.5050576828237308,0.504184623248741,0.5031924615239745,0.5023145317982015,0.5017388105505767,0.5013687548995083,0.5011233179392628,0.5011233179392628,0.5011233179392628,0.5011238541817701,0.5013859694940764,0.5018799989823389,0.5026040793395592,0.5035210133276236,0.5044959097353191,0.5052618590958579,0.5054981446434516,0.5050973707704989,0.504242072020025,0.5032478144068464,0.5023574746526627,0.5017608456469059,0.5013779815026722,0.5011217805947885,0.5011217805947885,0.5011217805947885,0.5055024994279808,0.5051128521714514,0.5042636291681412,0.5032693871851818,0.5023752253677927,0.5017699647371454,0.5013818439269311,0.5011212527719583,0.5011212527719583,0.5011212527719583,0.503407255041628,0.5043869521087581,0.5051924906408248,0.5055127677203265,0.5008320055463199,0.5008293867426302,0.5008253321054622,0.50081901748247,0.5008092663520373,0.5007941577170303,0.5007706641283227,0.5007345798643899,0.500679452061594,0.5005966442825817,0.5005966442825817,0.5005045351396084,0.5008376247064944,0.5008333162909067,0.5008280294427183,0.5008208792280312,0.501212914309658,0.5010340110596846,0.5010340110596846,0.5010340110596846,0.5009437137610456,0.5008923302500008,0.5433264271985669,0.5433264271985669,0.542011471379628,0.542011471379628,0.542011471379628,0.5375213099842653,0.5375213099842653,0.5362911153855033,0.5362911153855033,0.5261911487070048,0.5189177549439398,0.5034970758218176,0.5026966777662512,0.5021491018513418,0.501801500028272,0.5015863115150014,0.5015863115150014,0.5015863115150014,0.503313161298296,0.5039415447184713,0.5043674918837048,0.5044512154414371,0.5043239073683531,0.5041889285214702,0.5041511693816568,0.5043082796086484,0.5046254596502124,0.5046254596502124,0.505166054456718,0.5056920008481878,0.5061483091607271,0.5065257882130143,0.5068300618505983,0.5070737830563775,0.5007040547190729,0.5006460131473587,0.5005913060199314,0.5005494376325613,0.5005380135567612,0.5006045970233448,0.5006045970233448,0.5009626004310022,0.5015746192240066,0.5022835331178778,0.5030787697700605,0.5039378630786457,0.5046620578276525,0.5049588006392016,0.5046692474552266,0.5039804737133375,0.5033440083887545,0.5028746556024593,0.502588110388572,0.5024798493147608,0.5025827651360517,0.502847204905461,0.502847204905461,0.5035533359400557,0.5045214077349491,0.5052588357256399,0.5054616707107663,0.5050313580159976,0.5041590946075456,0.5031693977226823,0.5011296519694807,0.5014027651217438,0.501907531150683,0.5026409849112773,0.5035635674838076,0.504536389416561,0.5052812539380408,0.5054910792935425,0.5050659591568696,0.5041954811573186,0.5032028010981298,0.5036978651700383,0.5041525531958645,0.5046145358375057,0.5051379512159971,0.5057501202681999,0.5064071423756994,0.5069739742488889,0.5073736311708755,0.5074308179493519,0.507067073187587,0.5063352540383884,0.5053994313883035,0.5045128621478565,0.5050443546545582,0.5050443546545582,0.5050443546545582,0.5050443546545582,0.5050443546545582,0.5069085598069993,0.5029107198464922,0.5036903030585875,0.5043765983652748,0.5047038477689145,0.5045085892692345,0.5040517799766253,0.5036213582810658,0.5033222127018835,0.5031976163008196,0.503299952718632,0.503585682598779,0.503585682598779,0.5041524364924641,0.5047455072281514,0.5050134609848131,0.5041641332160743,0.5031792379165783,0.5023082282518181,0.5023082282518181,0.5017563074359735,0.5017563074359735,0.500819134393976,0.5008090212563538,0.500793273355183,0.5007686256629815,0.5007301612816966,0.5006704701985765,0.5005815811964527,0.5005815811964527,0.5005017447055357,0.5005017447055357,0.5004358028382033,0.5003822403362413,0.5003505220211384,0.5003215901751028,0.5033600269473835,0.5043394172826414,0.5051563875787436,0.5054987115514614,0.5044538961449243,0.5050079580760579,0.5056339483331987,0.5062576143928488,0.5067033122165833,0.5067816732625314,0.5064713040199708,0.505314374906639,0.505314374906639,0.505314374906639,0.5045523274513424,0.5045523274513424,0.5046970692900039,0.5064334985262877,0.508808454361141,0.5110117166046716,0.5048744392101524,0.505144222178832,0.5047897603869638,0.5039880257141903,0.5030674959505395,0.501751713908358,0.5024418037934483,0.5033225527100724,0.504291768937589,0.5051004306900201,0.5029720430682373,0.503385187124201,0.5038236832436925,0.5043169069988157,0.5048280703113297,0.5052241956707954,0.5052880083232606,0.5049616476346988,0.5043922656191119,0.5037494605663478,0.503912405271994,0.503912405271994,0.503912405271994,0.503912405271994,0.503912405271994,0.5055753065072568,0.5071862626451726,0.5087593750968481,0.510080372946401,0.510273996622034,0.5088233920353409,0.5067236548914972,0.504711151644556,0.5030740658971682,0.5018820035392259,0.5010982952093167,0.5010982952093167,0.5007713090995729,0.5007713090995729,0.500599861734389,0.5005150366451623,0.500466380043933,0.5023120765922375,0.5025053035491045,0.5025544847958653,0.5023797972377106,0.5023797972377106,0.5023797972377106,0.5020014922382025,0.5020014922382025,0.5019039786855009,0.5022630505487718,0.5029652896139329,0.503655427372619,0.5005899319418508,0.5005068293299312,0.5003908941739581,0.5003908941739581,0.5003908941739581,0.5003203121095579,0.5003203121095579,0.5002793263800381,0.5002781693763183,0.500304453073546],\"xs\":[{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMB6IIcC9fsPwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eiCHAvX7D8Al7F9csPUPwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JexfXLD1D8DjnMH79+sPwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"45zB+/frD8DPQKOE99wPwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z0CjhPfcD8BWEdzR9cUPwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VhHc0fXFD8Do7ePhA6MPwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6O3j4QOjD8DX1kq/6G4PwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"19ZKv+huD8AcQky9tSMPwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HEJMvbUjD8Bq9c8qXLwOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"avXPKly8DsAhvGocLzcOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IbxqHC83DsDuKyZEnJYNwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7ismRJyWDcB4RlKcqd8MwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eEZSnKnfDMCqLOJSVBgMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qiziUlQYDMAw1TqISkULwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MNU6iEpFC8CMXjit02kKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jF44rdNpCsCCOki2fYgJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gjpItn2ICcBhnZt0F6MIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YZ2bdBejCMA2qN4wTboHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NqjeME26B8ApNXJEIs4GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KTVyRCLOBsBxKA0PEd0FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cSgNDxHdBcBxKA0PEd0FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cSgNDxHdBcCQgP3EzzEFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kID9xM8xBcCQgP3EzzEFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kID9xM8xBcD0v6gyU+wEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9L+oMlPsBMD0v6gyU+wEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9L+oMlPsBMCVkSyWALcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lZEslgC3BMCVkSyWALcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lZEslgC3BMArbOerj5IEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K2znq4+SBMDCXGZ/oX8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wlxmf6F/BMBLH8t7inYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Sx/Le4p2BMCw0CQegXEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sNAkHoFxBMAp2mLwT2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Kdpi8E9oBMAp2mLwT2gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Kdpi8E9oBMBdyQHmUmgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XckB5lJoBMCXGQJHaGkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lxkCR2hpBMBazFRCFGkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WsxUQhRpBMBmGY5i4GYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZhmOYuBmBMC26WIJ82MEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tuliCfNjBMAOu+n5sGMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Drvp+bBjBMCoH1nz/GUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qB9Z8/xlBMCmj4xuxmcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"po+MbsZnBMA+O9sPx2cEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PjvbD8dnBMAu8sqc+mUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LvLKnPplBMC0A4ju0mMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tAOI7tJjBMBBQQTb9WMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QUEE2/VjBMAMlOXL9mUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DJTly/ZlBMCDPLwQcGcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gzy8EHBnBMALg6j5U2cEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"C4Oo+VNnBMDizyrXt2UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4s8q17dlBMBQBwinCWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UAcIpwlkBMAcuDBBVWQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HLgwQVVkBMAY285+C2YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GNvOfgtmBMDCrSdsO2cEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wq0nbDtnBMBi56hEBWcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YueoRAVnBMASDtXak2UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Eg7V2pNlBMAc0oQTQ2QEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HNKEE0NkBMAiYR1VpmQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ImEdVaZkBMAN1RciHmYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DdUXIh5mBMCg7vXYEGcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oO712BBnBMC9rrXhxmYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"va614cZmBMDAEp16fWUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wBKden1lBMBwPstyd2QEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cD7LcndkBMAF9o2J6GQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BfaNiehkBMAdC4KdK2YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HQuCnStmBMA4eS9b62YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OHkvW+tmBMBmwqxfk2YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZsKsX5NmBMAkCqOyb2UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JAqjsm9lBMAWoY85pmQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FqGPOaZkBMDP6CNZHmUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"z+gjWR5lBMBLNBIoNGYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SzQSKDRmBMCm0qpgyWYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ptKqYMlmBMCAqdteaGYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gKnbXmhmBMBwXKQaaGUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cFykGmhlBMCafDTTz2QEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mnw0089kBMDwmpwOSmUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8JqcDkplBMDKHl2IOGYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yh5diDhmBMD9x1NRqmYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/cdTUapmBMAzvvt3RGYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M777d0RmBMCkciQmZWUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pHIkJmVlBMBVpJa+9GQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VaSWvvRkBMB2sYJ/bWUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"drGCf21lBMDHGzOPOWYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xxszjzlmBMCc2EntjWYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nNhJ7Y1mBMC6QDqoJmYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ukA6qCZmBMCahJiuZWUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"moSYrmVlBMA0NR1tFWUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NDUdbRVlBMDtfu4fimUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7X7uH4plBMDw05P5N2YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8NOT+TdmBMCm7yMVdGYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pu8jFXRmBMD4GqsdDmYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+BqrHQ5mBMAqUpvLaGUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KlKby2hlBMAIIERCMmUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CCBEQjJlBMAekOkaoWUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HpDpGqFlBMBiEr9qNGYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YhK/ajRmBMCQVHOzXGYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kFRzs1xmBMBqU+Ei+mUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"alPhIvplBMAI7g/CbWUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CO4Pwm1lBMCn91yXS2UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"p/dcl0tlBMDaT9tks2UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2k/bZLNlBMCa26tsL2YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mturbC9mBMA62ySzR2YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Otsks0dmBMCOyV4W6mUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jsleFuplBMAibA/7c2UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ImwP+3NlBMBIZYi+YWUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SGWIvmFlBMAJ42jIwWUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CeNoyMFlBMCohDdyKWYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qIQ3cilmBMAKOZ/7NGYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Cjmf+zRmBMCR7ehm3WUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ke3oZt1lBMAGE9P9emUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BhPT/XplBMBeMXUEdWUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XjF1BHVlBMCACGrvzGUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gAhq78xlBMD21LHZImYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9tSx2SJmBMChVahvJGYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oVWobyRmBMCsuuiR02UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rLrokdNlBMCPbfJqgmUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j23yaoJlBMC/FT2xhWUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vxU9sYVlBMARK0Np1WUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EStDadVlBMDX517vG2YEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1+de7xtmBMB0bKrtFWYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dGyq7RVmBMCSnJMizGUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kpyTIsxlBMBb8Fz4iWUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"W/Bc+IllBMC4Z7wIlGUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uGe8CJRlBMBbTYiv22UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GsHHsDDNDsAawcewMM0OwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GsHHsDDNDsAawcewMM0OwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GsHHsDDNDsB4KT+B2coOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eCk/gdnKDsD57LxyNMcOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+ey8cjTHDsDKjv+Tg8EOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yo7/k4PBDsDwKs3GorgOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8CrNxqK4DsDJSDqSyaoOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yUg6ksmqDsCVW9AmLZUOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lVvQJi2VDsC7RHHFm3MOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M4KPYWGaDcAzgo9hYZoNwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M4KPYWGaDcAzgo9hYZoNwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"M4KPYWGaDcBmftwWQZkNwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Zn7cFkGZDcDOJMDyfJcNwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ziTA8nyXDcBQkxJNs5QNwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UJMSTbOUDcDkv6SlR5ANwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5L+kpUeQDcATDur1NIkNwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ew7q9TSJDcC6y99Av30NwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"usvfQL99DcCiQFo0CGsNwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"okBaNAhrDcBJzhJoYkwNwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Sc4SaGJMDcA8+xiQuBoNwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PPsYkLgaDcCsVvNads0MwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rFbzWnbNDMBlm2c+810MwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TUNXEpJnDMBNQ1cSkmcMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TUNXEpJnDMBHuxohTWcMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R7saIU1nDMDb6iAu3WYMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2+ogLt1mDMDqqQt4I2YMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6qkLeCNmDMA1VWbf52QMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NVVm3+dkDMD5lsQEv2IMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+ZbEBL9iDMAwp/jy1F4MwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MKf48tReDMDGJ8FGilcMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xifBRopXDMD0dZAUukkMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9HWQFLpJDMBgvm9tpC8MwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZgQfw8I0C8BmBB/DwjQLwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZgQfw8I0C8DLL5CNGTULwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yy+QjRk1C8CEXDqzmzULwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hFw6s5s1C8AzGuwVWzYLwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MxrsFVs2C8Cg/EnTaTcLwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oPxJ02k3C8A8r3zHzzgLwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PK98x884C8BeN38ibToLwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xjd/Im06C8C7vDD2rDsLwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"u7ww9qw7C8BOma3y6DoLwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Tpmt8ug6C8DJw+7wRDQLwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ycPu8EQ0C8BN/pH6FiALwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Tf6R+hYgC8Dqwkk47PEKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gMXmc/MBCsCAxeZz8wEKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gMXmc/MBCsBWPw4wuAIKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vj8OMLgCCsBMQZyG5QMKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TEGchuUDCsAx9Ho7sAUKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MfR6O7AFCsCc3C89YAgKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nNwvPWAICsChKiBIUgwKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oSogSFIMCsD0N1WN7hEKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9DdVje4RCsB+Mib9cRkKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fjIm/XEZCsDpTC+0dyIKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6UwvtHciCsC80IwwAysKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vNCMMAMrCsCZ6MhOsS0KwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mejITrEtCsB0YJXfix8KwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dGCV34sfCsC1LqJ9ye8JwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tS6ifcnvCcDdPgnIcJwJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3T4JyHCcCcDlK93BgjUJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"moauJCTPCMCahq4kJM8IwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"moauJCTPCMDeEJNUNtAIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3hCTVDbQCMDLZxlc3NEIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"y2cZXNzRCMBNYz/BY9QIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TWM/wWPUCMBDm9HVOtgIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Q5vR1TrYCMBKVZZU+90IwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SlWWVPvdCMBTvyhHcOYIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U78oR3DmCMC6EUPHcvIIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uhFDx3LyCMA0OlE5nQIJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NDpROZ0CCcDbDGqBjBYJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2wxqgYwWCcDcm+9OMCsJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3JvvTjArCcDEC5tVdzgJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xAubVXc4CcDkbTYNqi4JwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5G02DaouCcDkbTYNqi4JwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5G02DaouCcCPsWsJiwoJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tEd21VScB8C0R3bVVJwHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tEd21VScB8CjF6hpnZ0HwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oxeoaZ2dB8Cd1mFNmJ8HwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ndZhTZifB8AWF22dpKIHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FhdtnaSiB8CQORMlTKcHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kDkTJUynB8Cqc7l6VK4HwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qnO5elSuB8CS4ssJ0LgHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kuLLCdC4B8AEaxYiCsgHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BGsWIgrIB8DQ9xf9V90HwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0PcX/VfdB8B5Ebg4kfkHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eRG4OJH5B8Aqz+PtohsIwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zQg+hoVpBsDNCD6GhWkGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zQg+hoVpBsBGTA2o82oGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RkwNqPNqBsBkAfUjKW0GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZAH1IyltBsCguxo+kXAGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oLsaPpFwBsDQXh7AyHUGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0F4ewMh1BsCpHcUBtH0GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qR3FAbR9BsB/Xka5mIkGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"f15GuZiJBsCxS3yyFZsGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sUt8shWbBsBmWDvBCLQGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Zlg7wQi0BsAmoDcvLNYGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JqA3LyzWBsC0LOXg8wEHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tCzl4PMBB8AIgf7+3DQHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CIH+/tw0B8BPsUzjEWcHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"T7FM4xFnB8ARUXO/focHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EVFzv36HB8ARUXO/focHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EVFzv36HB8DgytDfdYUHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4MrQ33WFB8DgytDfdYUHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4MrQ33WFB8Bgwg5KY2YHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YMIOSmNmB8CRpMVvqCQHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"58kFN7Y2BcDnyQU3tjYFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"58kFN7Y2BcC6y4DqPTgFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"usuA6j04BcCRrQlYmzoFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ka0JWJs6BcB603wXQj4FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"etN8F0I+BcBwg8IB3EMFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cIPCAdxDBcCOlKuGYkwFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jpSrhmJMBcCK2dBGPlkFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"itnQRj5ZBcA+f+LZRmwFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Pn/i2UZsBcDeRgrfu4cFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3kYK37uHBcCYcj7q/q0FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AIvN5+YDBMAAi83n5gMEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AIvN5+YDBMB6ad/ofgUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"emnf6H4FBMCuTlnQ9QcEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rk5Z0PUHBMDkbzybxAsEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5G88m8QLBMCEwBWwnREEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hMAVsJ0RBMBKZth8iBoEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SmbYfIgaBMCz5uk9BSgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"s+bpPQUoBMDInglmEjwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yJ4JZhI8BMB8I3YKMFkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fCN2CjBZBMDgIJHZMoIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4CCR2TKCBMBeUxYeZrkEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XlMWHma5BMDScLX5ff8EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0nC1+X3/BMAavWxFX1IFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Gr1sRV9SBcA0IOtDUKsFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NCDrQ1CrBcDuXSztU/sFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7l0s7VP7BcDuXSztU/sFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7l0s7VP7BcAF2uJQpiEGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BdriUKYhBsAF2uJQpiEGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GkyVmBfRAsAaTJWYF9ECwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GkyVmBfRAsAStOPpuNICwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ErTj6bjSAsB/NpVlPtUCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fzaVZT7VAsCYYv0jJNkCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mGL9IyTZAsAU4PJ9Id8CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FODyfSHfAsDmwfwGRugCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5sH8BkboAsDUAXDTH/YCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1AFw0x/2AsBugKJAxQoDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"boCiQMUKA8DC7/MZ4igDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wu/zGeIoA8AgLFjqk1MDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ICxY6pNTA8C25GwRrI0DwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tuRsEayNA8Arn5E4ydgDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"K5+ROMnYA8DDZxKccDQEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"w2cSnHA0BMC5KqzY/ZwEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uSqs2P2cBMDKVFvR+gkFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ylRb0foJBcCEXPQNjGgFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hFz0DYxoBcCEXPQNjGgFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hFz0DYxoBcDmxTmqQo0FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5sU5qkKNBcDmxTmqQo0FwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5sU5qkKNBcDqN8740ZIFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6jfO+NGSBcDqN8740ZIFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NA1dSUieAcA0DV1JSJ4BwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NA1dSUieAcAK+uTj7J8BwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Cvrk4+yfAcDqW0qTd6IBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6ltKk3eiAcAoUMelZaYBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KFDHpWWmAcB0nPN9cKwBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dJzzfXCsAcDk21NJq7UBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5NtTSau1AcDvL0DAqsMBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7y9AwKrDAcCuZI26kNgBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rmSNupDYAcCGUwN3HvcBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hlMDdx73AcAG5o/rnyICwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BuaP658iAsD+OG5EN14CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/jhuRDdeAsD2fgLTGqwCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9n4C0xqsAsBaq2CZ4wwDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ts4k+nhrAMBOziT6eGsAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ts4k+nhrAMCelMCyG20AwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"npTAshttAMAmf+CCo28AwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Jn/ggqNvAMCa55A9jXMAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mueQPY1zAMBCjYSlkXkAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Qo2EpZF5AMC8CrQww4IAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vAq0MMOCAMAU1loVtpAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FNZaFbaQAMDKIzzPjaUAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yiM8z42lAMD/ZJfUEcQAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/2SX1BHEAMDW1/y5nO8AwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1tf8uZzvAMAhCqNofCsBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IQqjaHwrAcAdu2QLRHoBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HbtkC0R6AcD+pxIEQd0BwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/qcSBEHdAcAl0eu1LFQCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JdHrtSxUAsDirLcoPN0CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4qy3KDzdAsAY9rTTsXQDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GPa007F0A8Bg6txRKBIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YOrcUSgSBMBg6txRKBIEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YOrcUSgSBMBYZ1OBpoUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WGdTgaaFBMBYZ1OBpoUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zh7ZVVNx/r/OHtlVU3H+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zh7ZVVNx/r9kK9N4jXT+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZCvTeI10/r+wrb6Ki3n+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sK2+iot5/r8OZPKzQ4H+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DmTys0OB/r/IAOEwIo3+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yADhMCKN/r949eHWQ5/+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ePXh1kOf/r8KZFDTxLr+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CmRQ08S6/r8UDTvf2uP+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FA0739rj/r/0AhTk/h//vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9AIU5P4f/7+2wesZ1HX/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tsHrGdR1/7+aHiIw9uv/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mh4iMPbr/7865JBz5kMAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OuSQc+ZDAMBsgSGEYqYAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bIEhhGKmAMDSzlZqEx4BwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0s5WahMeAcAmduuZzaoBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Jnbrmc2qAcCva18z+EsCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"r2tfM/hLAsDuyFGB4P8CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AqFot7QL/L8CoWi3tAv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AqFot7QL/L9S0SWC7A78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UtElguwO/L9ageyG5hP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WoHshuYT/L+wFX9olxv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sBV/aJcb/L/4MXdEaCf8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+DF3RGgn/L+I1RpUbzn8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iNUaVG85/L+CTVhuulT8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gk1YbrpU/L+ar0DYYH38vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mq9A2GB9/L/Sh21+prj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0odtfqa4/L/AGnxa3gz9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wBp8Wt4M/b/6GaM7MID9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+hmjOzCA/b/qmM7GpBf+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6pjOxqQX/r+kI8Fottb+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pCPBaLbW/r8SUcgGlr//vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ElHIBpa//7+PXYBfR2oAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"j12AX0dqAMAcsxlfjgwBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HLMZX44MAcDEWWSw1sgBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NCP4GBam+b80I/gYFqb5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NCP4GBam+b/QpOt7rqn5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0KTre66p+b+o/l42O6/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qP5eNjuv+b/QY7lryLf5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0GO5a8i3+b8MEsiK3MT5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DBLIitzE+b+SnztjtNj5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kp87Y7TY+b/OGH6oiPb5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zhh+qIj2+b82rTCZeSL6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Nq0wmXki+r/g+TobdGH6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4Pk6G3Rh+r8QzakA9bj6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EM2pAPW4+r9MRUF7wy37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TEVBe8Mt+7+GOw5oKsP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hjsOaCrD+7/sCqKZTXv8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7AqimU17/L/Q8CSy8Vf9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0PAksvFX/b+ynQd3tVz+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sp0Hd7Vc/r84bWpQe5H/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OG1qUHuR/7/WvnrhZoEAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aKWHendA979opYd6d0D3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aKWHendA97/iGUTWl0b3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4hlE1pdG9782xKl7/E/3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NsSpe/xP979CKkH5T173vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QipB+U9e97+i5y3P4nP3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ouctz+Jz979Ob4W71ZP3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Tm+Fu9WT97+2SKT6JsL3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tkik+ibC978g4esZCgP4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IOHrGQoD+L+se7qUJVr4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nCcX3Nja9L+cJxfc2Nr0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nCcX3Nja9L9gUHm3Qu70vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YFB5t0Lu9L/ep9Uv8Ar1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3qfVL/AK9b8qaXEiTzT1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KmlxIk809b/4nLsAbG71vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+Jy7AGxu9b+QXl2D7Lz1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Aiw2n5sP8L8CLDafmw/wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Aiw2n5sP8L8CLDafmw/wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Aiw2n5sP8L8CLDafmw/wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Aiw2n5sP8L98m++5mY3wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fJvvuZmN8L8WKpGA8Onwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FiqRgPDp8L+SoU2ZFmrxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kqFNmRZq8b+Kt8D7+w7yvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"irfA+/sO8r9OiH4iIM3yvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Toh+IiDN8r/Asi7bpYbzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VGGkVqTv9b+UPbgA4fn1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lD24AOH59b8m3J0lQyT2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JtydJUMk9r+ieU6Ft3H2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"onlOhbdx9r9wXfXnA932vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cF315wPd9r9wXfXnA932vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cF315wPd9r+8vSI4DWr3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vL0iOA1q97+8vSI4DWr3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vL0iOA1q97/aIwoz7xH4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2iMKM+8R+L/aIwoz7xH4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2iMKM+8R+L9W3BUfiPn4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VtwVH4j5+L8CGFRbf3b5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AhhUW392+b80cvz34q75vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NHL89+Ku+b/WRu5GXbv5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1kbuRl27+b9cQs0qtaf5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XELNKrWn+b8OBdYTvFz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DgXWE7xc+b9KOVMKX+D4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SjlTCl/g+L9KOVMKX+D4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SjlTCl/g+L8Gi9Xx0Rb4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BovV8dEW+L8Gi9Xx0Rb4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BovV8dEW+L/ofS5OEgL3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6H0uThIC97/ofS5OEgL3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6H0uThIC97+UF0aNRS31vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lBdGjUUt9b9SJteCoXbzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UibXgqF2879CtY9U7cTxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QrWPVO3E8b9chrRWTxLwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XIa0Vk8S8L8IiN4nQMzsvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CIjeJ0DM7L98majOv/Xpvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fJmozr/16b8Uwz7v4rznvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FMM+7+K8579Yrtq+lfLlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WK7avpXy5b8UuM3O5ZHkvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FLjNzuWR5L8cbcsX0tXjvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HG3LF9LV478cbcsX0tXjvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HG3LF9LV47+UpWDzk5njvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lKVg85OZ47/oa3nn6Nfjvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6Gt55+jX478sU6jIumTkvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LFOoyLpk5L+UP+M1wSXlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lD/jNcEl5b84PG7DsQzmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ODxuw7EM5r/AkY+5SRXnvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wJGPuUkV57+UGlmsfUHovw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lBpZrH1B6L+YNXQ8ip3pvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mDV0PIqd6b9oXIsB+lPrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aFyLAfpT679oXIsB+lPrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TUCsZ7o5AMAYkTX1HhsAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GJE19R4bAMCmonFmOPD/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pqJxZjjw/7/OMR6l7J7/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zjEepeye/7/+VUo57j7/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/lVKOe4+/78w2o6uD8z+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MNqOrg/M/r9CwYO1Mz7+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QsGDtTM+/r/W9mrwqJb9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1vZq8KiW/b+Uq0PnDuT8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lKtD5w7k/L/KfheyRRz8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yn4XskUc/L90XsbGqCP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dF7Gxqgj+7+EhY5eF/v5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hIWOXhf7+b+EhY5eF/v5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hIWOXhf7+b9oh915kmz4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aIfdeZJs+L9oh915kmz4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aIfdeZJs+L8+UI6Mx1r2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PlCOjMda9r/s/2kYbTT0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7P9pGG009L9I7G2UZP7xvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SOxtlGT+8b/cWrnZi3vvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3Fq52Yt777+4L4Kccu/qvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uC+CnHLv6r+c++y2RV/mvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nPvstkVf5r+w5r2yFtDhvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sOa9shbQ4b/gfyt+cpDavw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4H8rfnKQ2r/4KDRQojzSvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+Cg0UKI80r/AMQ283GfHvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wDENvNxnx7/gnGCUBOa5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4JxglATmub9AykF6wMehvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QMpBesDHob8Aopea5QaUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AKKXmuUGlD8A8mwVx2quPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"APJsFcdqrj+AL/kaJLOzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gC/5GiSzsz+AL/kaJLOzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gC/5GiSzsz9Ayl9CSUOyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QMpfQklDsj+AYIqOYeilPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gGCKjmHopT8AwP0l6UFWPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AMD9JelBVj+AZS/7LDOovw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gGUv+ywzqL8gm6s8lny5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IJurPJZ8ub+gZVD8GpvDvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oGVQ/Bqbw79wfJxtu2/Kvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cHycbbtvyr84oVjhwYvQvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OKFY4cGL0L8w/ibLirzTvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MP4my4q807/Qa73zlMLWvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Gu985TC1r9ALKg2L5vZvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QCyoNi+b2b8IsebilUfcvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CLHm4pVH3L94rhct7cvevw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eK4XLe3L3r/U7xWGp5fgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1O8VhqeX4L88ZcmHf73hvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PGXJh3+94b88ZcmHf73hvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oFv72sQAyz/Azr3yhL6/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wM698oS+vz8AQ7LTKNykPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AEOy0yjcpD8AK4P4oZejvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ACuD+KGXo79AVOGnG8y8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QFThpxvMvL9AWQF5NDzHvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QFkBeTQ8x7/QJdmeGGDPvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0CXZnhhgz7+ANZcZ9GjTvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gDWXGfRo0794wbewLs3Wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eMG3sC7N1r9A09CVhOTZvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QNPQlYTk2b9A09CVhOTZvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"INIV5cbZyj/A9RghnN6+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wPUYIZzevj8ALfTTFRqiPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AC300xUaoj/AUi+lZTOnvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wFIvpWUzp79AWQi3L+6+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QFkIty/uvr8Aop+MImnIvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AKKfjCJpyL8Q3A4cCk7Qvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ENwOHApO0L8Q3A4cCk7Qvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QCgrVcenzT8AcY2oxw/CPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AHGNqMcPwj8AqL5A4NirPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AKi+QODYqz+AE8zR8oCcvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gBPM0fKAnL9gkzOJPt66vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YJMziT7eur9gkzOJPt66vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMCm/RN2htcOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pv0TdobXDsB5f3uwKK8NwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eX97sCivDcAwgeLCA4cMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MIHiwgOHDMCXrgxoVV8LwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"l64MaFVfC8BsZ64spDgKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bGeuLKQ4CsD+DQc+HhQJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/g0HPh4UCcDovCKPevQHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6Lwij3r0B8DgOkwR1d8GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4DpMEdXfBsDgOkwR1d8GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4DpMEdXfBsA0BESnCxMGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NAREpwsTBsAW7QNlhVkFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Fu0DZYVZBcDLlUjkkcgEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"y5VI5JHIBMBat+RHIVEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WrfkRyFRBMC+RzWmGesDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vkc1phnrA8C++T+cq5IDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vvk/nKuSA8AWj0CKakcDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Fo9AimpHA8CTKV86CxEDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kylfOgsRA8CEy1yS2u0CwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hMtcktrtAsD0k+KeLeACwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9JPini3gAsBUysgLg/ECwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VMrIC4PxAsBUysgLg/ECwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VMrIC4PxAsB8QDG7ihUDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fEAxu4oVA8B8QDG7ihUDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fEAxu4oVA8CnD4O1J0oDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pw+DtSdKA8CnD4O1J0oDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMCF5C1JhtcOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"heQtSYbXDsAF8hIpKK8NwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BfISKSivDcBv9kGCAocMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"b/ZBggKHDMC0kmumUl8LwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tJJrplJfC8AuemZBnjgKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LnpmQZ44CsAAO2iHERQJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ADtohxEUCcA3RLZNX/QHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"N0S2TV/0B8Bg9NGcnN8GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YPTRnJzfBsBg9NGcnN8GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YPTRnJzfBsD8q5g9tBIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/KuYPbQSBsDMn8DhBFkFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zJ/A4QRZBcC80P+VM8gEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMD47v8BhtcOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+O7/AYbXDsDrWnxSJ68NwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"61p8UievDcA0L9yHAIcMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NC/chwCHDMCfd85RTl8LwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n3fOUU5fC8DmryrzlDgKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5q8q85Q4CsBAzfCJ/RMJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QM3wif0TCcDkyrFdNPQHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5MqxXTT0B8DbareEQ98GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"22q3hEPfBsDbareEQ98GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"22q3hEPfBsCmWRydKBIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"plkcnSgSBsCt3srNN1gFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rd7KzTdYBcDqTzP3mscEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6k8z95rHBMCDGisAXlEEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gxorAF5RBMAqignz5O0DwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KooJ8+TtA8CRvE3tY5oDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMCmb92ShdcOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pm/dkoXXDsBPpe0DJq8NwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"T6XtAyavDcBZSQlx/YYMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WUkJcf2GDMDKZEmFR18LwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ymRJhUdfC8DClepThjgKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wpXqU4Y4CsAYH+ol3hMJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GB/qJd4TCcA4mI4I8fMHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OJiOCPHzB8BT3EHGt94GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U9xBxrfeBsBT3EHGt94GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"U9xBxrfeBsC6Wg/2SREGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uloP9kkRBsBZqDEC7VYFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WagxAu1WBcBeFbK7psYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAWxGnkhNcOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FsRp5ITXDsBjpWT1I68NwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Y6Vk9SOvDcB7GA2V+IYMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"exgNlfiGDMAYuU3gPF8LwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GLlN4DxfC8D+v3R8bzgKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/r90fG84CsDUwGALrRMJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1MBgC60TCcAWUUdYh/MHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FlFHWIfzB8AkuxAu290GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JLsQLtvdBsAkuxAu290GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JLsQLtvdBsCbiJ0v6w8GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m4idL+sPBsDyLM7k3FQFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8izO5NxUBcCqeWsZE8UEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qnlrGRPFBMAnd8iH21EEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J3fIh9tRBMBs06tW0/QDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bNOrVtP0A8AoixLKla0DwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KIsSypWtA8DS1jjzq4IDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0tY486uCA8DS1jjzq4IDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0tY486uCA8AQDBluO3wDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EAwZbjt8A8AQDBluO3wDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EAwZbjt8A8CQvBD87Y8DwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kLwQ/O2PA8CQvBD87Y8DwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMBi4I3Vg9cOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YuCN1YPXDsDjzw3GIK8NwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"488NxiCvDcDRdtQR8YYMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0XbUEfGGDMCTCexeLF8LwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kwnsXixfC8C4PC31SzgKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uDwt9Us4CsAYxwLJYBMJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GMcCyWATCcCnPp0e4/IHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pz6dHuPyB8ASBgFsg9wGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EgYBbIPcBsASBgFsg9wGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EgYBbIPcBsB3tbuDqg0GwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d7W7g6oNBsBADs+/b1EFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QA7Pv29RBcDrrzNic8IEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMBZjJo0gtcOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WYyaNILXDsBHFAncG68NwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RxQJ3BuvDcDMx89y5YYMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zMfPcuWGDMBC8tPjEl8LwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QvLT4xJfC8AavKRcFTgKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GrykXBU4CsDw895D6xIJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8PPeQ+sSCcDAfZlt5fEHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wH2ZbeXxB8Cwin3Ra9oGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sIp90WvaBsCwin3Ra9oGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sIp90WvaBsDYF5eNFAoGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2BeXjRQKBsCF7anNzUsFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"he2pzc1LBcCFE5BXDL4EwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMDDxG+7f9cOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"w8Rvu3/XDsCfpsRqFK8NwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n6bEahSvDcBP2NTo04YMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"T9jU6NOGDMBge6137F4LwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YHutd+xeC8A6xzOtwjcKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OsczrcI3CsBkJrt4ORIJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZCa7eDkSCcCi4ScYZPAHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ouEnGGTwB8DjI42nNNcGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4yONpzTXBsDjI42nNNcGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4yONpzTXBsClBNONOQQGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pQTTjTkEBsClaTabKUIFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pWk2mylCBcD4q60U6bUEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMDalOMafNcOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2pTjGnzXDsDfqdF8Ca8NwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"36nRfAmvDcCb3ogYuoYMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m96IGLqGDMB+p/Xcs14LwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fqf13LNeC8AAiP5PSTcKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AIj+T0k3CsCsUEptNBEJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rFBKbTQRCcAq2cL3K+4HwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KtnC9yvuB8CEKDlqZNIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hCg5amTSBsCEKDlqZNIGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hCg5amTSBsAaeq8agPkFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GnqvGoD5BcAaeq8agPkFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMB3bmMGd9cOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d25jBnfXDsDvytg4+q4NwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"78rYOPquDcDE63MuloYMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xOtzLpaGDMCBN0pvZV4LwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gTdKb2VeC8AuCaJooTYKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LgmiaKE2CsCImKAFyw8JwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMB1UafBcNcOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dVGnwXDXDsDmreJo564NwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5q3iaOeuDcBj+soBaoYMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Y/rKAWqGDMBXIGsyBV4LwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VyBrMgVeC8BKYEom1DUKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SmBKJtQ1CsDyWoh2Ew4JwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8lqIdhMOCcD6aeK8UucHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+mnivFLnB8DjcrKqC8MGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAndtVta9cOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"J3bVbWvXDsCWdAR7164NwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lnQEe9euDcC5UfnKRIYMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uVH5ykSGDMCWbrWztF0LwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lm61s7RdC8BEclUUKjUKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RHJVFCo1CsDqqRdTqwwJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6qkXU6sMCcCivg2CR+QHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"or4NgkfkB8C38FJuI7wGwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMD/HmgLb9cOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/x5oC2/XDsAW2jA+4q4NwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FtowPuKuDcD62vW+XYYMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+tr1vl2GDMBcJUj86V0LwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XCVI/OldC8BFj08bmDUKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RY9PG5g1CsCjGNvyiQ0JwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oxjb8okNCcDe9dU49+UHwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAUxQH9ldcOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FMUB/ZXXDsBmtyMhU68NwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZrcjIVOvDcAMxX3oW4cMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DMV96FuHDMCUaCpA918LwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lGgqQPdfC8AiSWvtmzkKwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Iklr7Zs5CsDY8QGAHhUJwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMC2f+iZL9gOwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tn/omS/YDsBujEiOB7ENwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"boxIjgexDcBgoVB4CIsMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YKFQeAiLDMDdu3e5CWcLwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMAAAAAAAAAQwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAEMBm4lpVld8OwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZuJaVZXfDsC7HVsce8MNwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ux1bHHvDDcDyYrdJ76wMwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8mK3Se+sDMCsHIEx4JwLwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tAxjS1Ua6b+sV57Ml2Lqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rFeezJdi6r+cvTrrZdfrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nL0662XX678MExaGSxLtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DBMWhksS7b9MkNWLzSDuvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TJDVi80g7r8U5XYIJPnuvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FOV2CCT57r8CLDafmw/wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Aiw2n5sP8L8CLDafmw/wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Aiw2n5sP8L8CLDafmw/wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Aiw2n5sP8L8CLDafmw/wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Aiw2n5sP8L8CLDafmw/wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Aiw2n5sP8L9MaCzTx4Pwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TGgs08eD8L8o9OooTejwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EHmfUBNE0z9AFaes6EzSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QBWnrOhM0j8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD/AMiW6Flm7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wDIluhZZuz8A9sB5MoiXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EHmfUBNE0z/ACC2qUffRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wAgtqlH30T8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD8AY5hu2ZG8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AGOYbtmRvD8AT/frTVWgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AE/3601VoD9AXcTBCIimvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QF3EwQiIpr8g+sUJnZi9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IPrFCZ2Yvb+gHJGlxlzHvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EHmfUBNE0z9QK8E/8z/RPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UCvBP/M/0T8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD/An862I/++Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wJ/OtiP/vj+A6V7cRh+pPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pFcB4gfR/L8OmiAGru37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DpogBq7t+7/SPoM0dNn6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0j6DNHTZ+r+qAfzViGz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qgH81Yhs+b+cqe47O9f3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nKnuOzvX97+cqe47O9f3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nKnuOzvX97+whTUJq7j1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sIU1Cau49b9cXL8H2IHzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XFy/B9iB87+yV7+HxT7xvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sle/h8U+8b804wrFrevtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NOMKxa3r7b8s/M0kplTpvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LPzNJKZU6b8ASwYSBLzkvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AEsGEgS85L/kz5XwcyTgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5M+V8HMk4L8wC49euSLXvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MAuPXrki17/QkbspTiXMvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0JG7KU4lzL+AVNxzqDy4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gFTcc6g8uL8AkDqM9G19Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AJA6jPRtfT+AkEZXOpK3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gJBGVzqStz9ADaC+CA/FPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QA2gvggPxT8AhYOCveHMPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AIWDgr3hzD/wu7iGDlPRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8Lu4hg5T0T9g8XGjgq/SPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YPFxo4Kv0j9g8XGjgq/SPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YPFxo4Kv0j+g6fr2X7XSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oOn69l+10j+QPJdBOHLRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kDyXQThy0T+gcQDO/o7OPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oHEAzv6Ozj8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ju3Ht4QJ+r8OnliNAJX4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Dp5YjQCV+L8OnliNAJX4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Dp5YjQCV+L/EM7sw3oT2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xDO7MN6E9r9Y8nzQ3Vj0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WPJ80N1Y9L+STSqC3Rzyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kk0qgt0c8r+YknOk4a/vvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mJJzpOGv779IvVZpdx3rvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SL1WaXcd67+cK20avYfmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nCttGr2H5r98OKi/OfLhvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fDiovzny4b9IML11ncHavw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SDC9dZ3B2r/gKtrB+rTRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4Crawfq00b+Qw0e13NfDvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kMNHtdzXw7/AoYaFiV+tvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wKGGhYlfrb8AFxgQ8cWWPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ABcYEPHFlj+AjhUM4aK2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gI4VDOGitj/ATVhsq0PCPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wE1YbKtDwj/ASoMO/RzHPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wEqDDv0cxz8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rIsInc/w/r/C9UGSaeb+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wvVBkmnm/r98shqs/FD+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fLIarPxQ/r8G9PXHUZ39vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BvT1x1Gd/b9SF7OZqNP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UhezmajT/L9a3ucZC+37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Wt7nGQvt+78itn6Kgdf6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IrZ+ioHX+r/8DMlEgnP5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/AzJRIJz+b/oWsubR+b3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6FrLm0fm97/oWsubR+b3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6FrLm0fm978KyRXz3cf1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CskV893H9b/2FCze64/zvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9hQs3uuP8786CLe53Evxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ogi3udxL8b+UKPc/fwTuvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lCj3P38E7r/ATYpQb2zpvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wE2KUG9s6b+E7M/B0tLkvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hOzPwdLS5L80TutEDjrgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NE7rRA464L8IbWMSJ0rXvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CG1jEidK17+AIEPsfGXMvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gCBD7HxlzL8gyBqbT8S2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IMgam0/Etr8AMUrjOEKUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ADFK4zhClD/A7YhpXYW8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wO2IaV2FvD8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD+gkE+5CiXQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oJBPuQol0D8Azr9lJhjTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ckcPyA0Y/b9w521Nkjr8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cOdtTZI6/L8iczbssjX7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"InM27LI1+7+I2q14C+/5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iNqteAvv+b8Ib97M1Dr4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CG/ezNQ6+L86SR/PZSL2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Okkfz2Ui9r/mCriU5ezzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5gq4lOXs879GOg8AzKnxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RjoPAMyp8b+o7900DcHuvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qO/dNA3B7r8M7McEGinqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DOzHBBop6r9g5dbvP4/lvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YOXW7z+P5b9EEtX30PXgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RBLV99D14L+oc6qO1b7Yvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qHOqjtW+2L/Qqr9QxkLPvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Kq/UMZCz78gpmpMxrq6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IKZqTMa6ur8AACFt6C2EPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAhbegthD+Afccokiq7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gH3HKJIquz8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD8AryuRy3XQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Lub4XaAB+r/CSv+Hglb4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wkr/h4JW+L+iO08UPkD2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ojtPFD5A9r/yLVYAlAv0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8i1WAJQL9L/4RF9Jx8jxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+ERfScfI8b8IDAKmOP/uvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CAwCpjj/7r8UfzRKSmfqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FH80Skpn6r/MhOB7Vc3lvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zITge1XN5b/ogjLPrDPhvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6IIyz6wz4b9Ig/G3njnZvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SIPxt5452b8ois7wNBrQvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KIrO8DQa0L+gHrP/BHC8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oB6z/wRwvL8AULlzcud2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AFC5c3Lndj9AtDW+Zpe6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QLQ1vmaXuj8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD9wHtw0zJ7QPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/OXpMV7l5b+MRsnEnkvhvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jEbJxJ5L4b8onddUKmnZvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KJ3XVCpp2b/Ae+ydA0nQvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wHvsnQNJ0L9ghwT9myS9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YIcE/Zskvb8AsF0vLG9vPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ALBdLyxvbz+AoG4JAFu6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gKBuCQBbuj8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD8gE26iyurIPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IBNuosrqyD8AeIdN4q/QPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nGVrVhsN8r9M/jjazojvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TP442s6I779orHS+QvHqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aKx0vkLx6r+MBqISXVfmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jAaiEl1X5r88ZcmHf73hvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NA1dSUieAcCs+S59V5QBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rPkufVeUAcCZDds3dosBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mQ3bN3aLAcDGw6/9B4QBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xsOv/QeEAcCZ/NqQrH4BwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mfzakKx+AcCYkYriZ3wBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mJGK4md8AcAccs+F734BwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HHLPhe9+AcDWmLbmLYkBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1pi25i2JAcA45obqYaABwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OOaG6mGgAcCyz2aBy84BwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ss9mgcvOAcCyz2aBy84BwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ss9mgcvOAcAboUyaCxACwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"G6FMmgsQAsAboUyaCxACwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GkyVmBfRAsDxjbA7P6cCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8Y2wOz+nAsBQkGYIm4QCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UJBmCJuEAsC6KzskCmgCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uis7JApoAsDce9Fjy1ACwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pmP7F8fpBcDnyQU3tjYFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"58kFN7Y2BcDnyQU3tjYFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"58kFN7Y2BcDnyQU3tjYFwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"58kFN7Y2BcAUaZiF5akEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FGmYheWpBMDHHkdAoDYEwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xx5HQKA2BMCuzVsTNdMDwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yLvbKZ3/D8DIu9spnf8PwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yLvbKZ3/D8Cq24OWxu4PwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qtuDlsbuD8Cq24OWxu4PwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qtuDlsbuD8Cq24OWxu4PwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qtuDlsbuD8DTw4jjqKwPwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"08OI46isD8DTw4jjqKwPwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"08OI46isD8BMs+vsRZkPwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TLPr7EWZD8BMs+vsRZkPwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TLPr7EWZD8AawcewMM0OwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GsHHsDDNDsBy84q4vPcNwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cvOKuLz3DcCnrHf5lRsNwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MOnnMjo81L9QeohXsSbJvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UHqIV7Emyb/ApmHTwOO5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wKZh08Djub8AClMbXcSYvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AApTG13EmL8Ak6i7VvemPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AJOou1b3pj8Ak6i7VvemPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AJOou1b3pj8Ak6i7VvemPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AJOou1b3pj9AGTL2vcy2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NIVhhuvP8L/QKzeT8KLtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Cs3k/Ci7b80OpKu5Zrpvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NDqSruWa6b8kIGH/rOnlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JCBh/6zp5b8wUWgLjRrjvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MFFoC40a47+MOxxLy+Dgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jDscS8vg4L9IuR7SPh/evw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SLke0j4f3r9Ij7fOTE/bvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SI+3zkxP278onAQvZNjZvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KJwEL2TY2b8onAQvZNjZvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KJwEL2TY2b9oEpCw3HfZvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aBKQsNx32b9AoaltjUTavw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QKGpbY1E2r+4VSwnXbTbvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uFUsJ12027/wqiz8MXrdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8Kos/DF63b+QgeSM92rfvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kIHkjPdq3780mZphUbfgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NJmaYVG34L88ZcmHf73hvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iBn1B4v+/b9+nprYGmP9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fp6a2Bpj/b+WjdOI0cj8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lo3TiNHI/L++SOw9sST8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vkjsPbEk/L/gDbtyQE37vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4A27ckBN+79inJxvt0/6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ypycb7dP+r9inJxvt0/6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ypycb7dP+r8oE5IDN1T4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KBOSAzdU+L8shJvux0T2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LISb7sdE9r/SByDW1C/0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0gcg1tQv9L8IzRGgCgzyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CM0RoAoM8r9AcriE4rLvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QHK4hOKy779UbyJXCTzrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VG8iVwk867+I/CWMvL7mvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iPwljLy+5r9U0rMtQkXivw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VNKzLUJF4r9wwUgeyUHcvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cMFIHslB3L/ASKeoduPVvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wEinqHbj1b+whd/aVtjQvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sIXf2lbY0L+A7ow36pDJvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gO6MN+qQyb8ACNm5UfDCvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAjZuVHwwr+AA5eGWF28vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gAOXhlhdvL8AwSy7wbm4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AMEsu8G5uL8AwSy7wbm4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AMEsu8G5uL9gkzOJPt66vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8rfYQyWo8b806Lrd5r7uvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NOi63ea+7r/sYeSewyfqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7GHknsMn6r9MgiL2nI7lvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TIIi9pyO5b80Vm2y9vXgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NFZtsvb14L9o6wDTaMHYvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aOsA02jB2L/AcKMnSVDPvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wHCjJ0lQz79gkzOJPt66vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xqRtoyjx+b8+SpKjSj/4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PkqSo0o/+L/C/dD5KSf2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wv3Q+Skn9r+iFOPNsfHzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ohTjzbHx878kn466j67xvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JJ+Ouo+u8b8Ylmesgsruvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GJZnrILK7r9UqKsgfjLqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VKirIH4y6r8szC97kJjlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LMwve5CY5b9oh5eFB//gvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aIeXhQf/4L/w75SE7NDYvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8O+UhOzQ2L+AwoKopGXPvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gMKCqKRlz79gkzOJPt66vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"miFH3oUk8L+M00REil/uvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jNNERIpf7r90Lbn0zersvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dC259M3q7L986xd4B+rrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fOsXeAfq6790MNQ4pHHrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dDDUOKRx678Y2+OWI6Hrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GNvjliOh678cMm5OGW3svw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HDJuThlt7L+UQnOxybrtvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lEJzscm67b843vv6qC/vvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ON77+qgv779Woc3Y5kXwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VqHN2OZF8L/+5ZIvYN3wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/uWSL2Dd8L+YyYY/5Fzxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mMmGP+Rc8b+UZbBRZ+Hxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lGWwUWfh8b/OqaY9OnXyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zqmmPTp18r/OqaY9OnXyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zqmmPTp18r/OqaY9OnXyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zqmmPTp18r/OqaY9OnXyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zqmmPTp18r/OqaY9OnXyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zqmmPTp18r/CPQ0dhPryvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wj0NHYT68r/6u/8c8Wbzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"llkBHik28r8+48eNsRjwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PuPHjbEY8L9gdR4NfN3rvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YHUeDXzd67+YLMaFfYDnvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mCzGhX2A579ccPlE5Szjvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XHD5ROUs47+oysD1XJffvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qMrA9VyX378g6mnTbFDavw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IOpp02xQ2r8A19HIthTWvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ANfRyLYU1r8ISXhcJKHSvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CEl4XCSh0r/40/Lc2AfQvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+NPy3NgH0L+AwBKapazNvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gMASmqWszb+AwBKapazNvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gMASmqWszb+AEEqcadzNvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gBBKnGnczb8Q3A4cCk7Qvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ENwOHApO0L9AnOFiu1XSvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uGxwTvxB4b8oInE4dF7Zvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KCJxOHRe2b8Q3A4cCk7Qvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ENwOHApO0L/gHbQNXMW9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4B20DVzFvb/gHbQNXMW9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4B20DVzFvb8AtmiLWlh5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ALZoi1pYeb8AtmiLWlh5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ALZoi1pYeb/ActCw6qOzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ts4k+nhrAMAaRF7XKlgAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GkRe1ypYAMBMXdFiFUUAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TF3RYhVFAMCMYBD8ijMAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jGAQ/IozAMD4tVgJuyYAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+LVYCbsmAMCHnSHDCiUAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"h50hwwolAMAjsz+bYzwAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I7M/m2M8AMAjsz+bYzwAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"I7M/m2M8AMBNNCCx/WoAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TTQgsf1qAMBNNCCx/WoAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TTQgsf1qAMB4XlFyhq4AwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eF5RcoauAMDeCY8D1BgBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3gmPA9QYAcCZxj3QP44BwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mcY90D+OAcCLadrkJxUCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"i2na5CcVAsAo8LDqLLYCwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5FxXYe8k8r+s/QXPWLnvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rP0Fz1i577/g61zCTSLrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4Otcwk0i67/QYKrEvIjmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0GCqxLyI5r9UDDcHH+/hvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7DxmRchH77+A8Ie6ub3uvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gPCHurm97r+0FPC8D8fuvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tBTwvA/H7r+kC+fYgXLvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pAvn2IFy77/MgEISiU/wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zIBCEolP8L9+6aAl/QDxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fumgJf0A8b9K+KdhSJnxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SvinYUiZ8b/OqaY9OnXyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zqmmPTp18r/OqaY9OnXyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zqmmPTp18r/OqaY9OnXyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zqmmPTp18r/eWgLRjA3zvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3loC0YwN87/eWgLRjA3zvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3loC0YwN87/SJYekKJrzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0iWHpCia878Un80r/xv0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FJ/NK/8b9L8udpLW54n0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LnaS1ueJ9L908mx+xf/0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dPJsfsX/9L++8tYv15H1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9I+dQEPR6r8IE2ACY0bmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CBNgAmNG5r88ZcmHf73hvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PGXJh3+94b94ytJPGn/avw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eMrSTxp/2r9wrB3gTsDRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cKwd4E7A0b9wrB3gTsDRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NCgckVWO9r9iJTGG21/0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YiUxhttf9L+SkQOSVCHyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kpEDklQh8r/4PtgWV7Xvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+D7YFle1778kmWfofiDrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JJln6H4g67/QYKrEvIjmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZtNDS1xq8r8KTJzLDdfxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ckycyw3X8b8W2EhsA3/xvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FthIbAN/8b9aao3v4Gbxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WmqN7+Bm8b9wcbQLm5bxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cHG0C5uW8b/4DIPiPgfyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+AyD4j4H8r94oJBaRJjyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eKCQWkSY8r/6//STAivzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+v/0kwIr878qcTS+grPzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KnE0voKz879GsLvcgj30vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RrC73II99L+cJxfc2Nr0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nCcX3Nja9L+cJxfc2Nr0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nCcX3Nja9L+cJxfc2Nr0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nCcX3Nja9L+cJxfc2Nr0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nCcX3Nja9L+cJxfc2Nr0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nCcX3Nja9L82g67hqmn1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NoOu4app9b+03ENzONr1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tNxDczja9b8cu5PDMVz2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HLuTwzFc9r/cBWFtDfn2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3AVhbQ359r8SwSqWAbr3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EsEqlgG6978W+n0hWJv4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Fvp9IVib+L8kiSsZTnf5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JIkrGU53+b9MnOkNhVf6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TJzpDYVX+r8UwjiR+EP7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FMI4kfhD+7+UUmJWVUn8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lFJiVlVJ/L8w2lQZR4L9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MNpUGUeC/b8w2lQZR4L9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MNpUGUeC/b/O4C6QAob+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zuAukAKG/r/O4C6QAob+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zuAukAKG/r+6/UhXQp3/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uv1IV0Kd/7+OchzZZ24AwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jnIc2WduAMC0c/vqxxoBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tHP76scaAcCWwgK5w+kBwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PHh3f0BA9L+i9+08RDz0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ovftPEQ89L8YipirTWv0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GIqYq01r9L+cJxfc2Nr0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nCcX3Nja9L+cJxfc2Nr0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nCcX3Nja9L+cJxfc2Nr0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nCcX3Nja9L+qs7EgmFv1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qrOxIJhb9b+qs7EgmFv1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qrOxIJhb9b+k/hASkuP1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pP4QEpLj9b8UYLEuJ3D2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FGCxLidw9r9EO9okZun2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RDvaJGbp9r/2WgcZzGf3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9loHGcxn97+cCyS7qfz3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fqzO+9SK/r9OmZaVwmn+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TpmWlcJp/r/OHtlVU3H+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zh7ZVVNx/r/OHtlVU3H+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zh7ZVVNx/r/OHtlVU3H+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zh7ZVVNx/r9Qvbk5hqf+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UL25OYan/r9Qvbk5hqf+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UL25OYan/r+AaFBBChT/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gGhQQQoU/7+kUfSB3rn/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pFH0gd65/7/lRgpmlD0AwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5UYKZpQ9AMCkXkh6P74AwA==\",\"dtype\":\"float64\",\"shape\":[2]}],\"ys\":[{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMCq9pUjHu78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qvaVIx7u/L/mSE/1V9z5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5khP9Vfc+b/spEUd1Mr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7KRFHdTK9r95W9b+7bnzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eVvW/u25879s1HVeeKrwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bNR1Xniq8L80sjEJgDzrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NLIxCYA867/+DkWQOTLlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/g5FkDky5b8crSRuJ4jevw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HK0kbieI3r/kYow2aA3Tvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5GKMNmgN079w7Z6utzzAvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cO2errc8wL9AU9E9aEyhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QFPRPWhMoT9AiVPU6pbHPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QIlT1OqWxz/w2UBu9tvUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8NlAbvbb1D+o5exY/3LdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qOXsWP9y3T/kFfcgr9fiPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5BX3IK/X4j+owXtOXNLmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qMF7TlzS5j/ou1nNObHqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6LtZzTmx6j84AEXAL3fuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OABFwC937j8WWLk4IRDxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Fli5OCEQ8T/oH0D9ls3yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6B9A/ZbN8j/oH0D9ls3yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6B9A/ZbN8j/8UsME/uzzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/FLDBP7s8z/8UsME/uzzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/FLDBP7s8z+MGvxO81z0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jBr8TvNc9D+MGvxO81z0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jBr8TvNc9D8QgQPmgaj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EIED5oGo9D8QgQPmgaj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EIED5oGo9D+Ub2TzWdX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lG9k81nV9D8u+6IqPuj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LvuiKj7o9D9+yX5dLfL0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fsl+XS3y9D/KpT+lIvT0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yqU/pSL09D+cbSm3p+j0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nG0pt6fo9D+cbSm3p+j0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nG0pt6fo9D/SjiIFLfH0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0o4iBS3x9D9QCTqGOfb0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UAk6hjn29D9w+ezKNfj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cPnsyjX49D++k8EAUPj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vpPBAFD49D/Kca4IA/j0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ynGuCAP49D9cp3ji1fj0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XKd44tX49D96w+0iUPr0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"esPtIlD69D/Gq+OvUfv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xqvjr1H79D8OgPibnfv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DoD4m5379D8weywaX/v0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MHssGl/79D/+nROVE/v0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/p0TlRP79D8wZbhMVvv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MGW4TFb79D+4oTq+8vv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uKE6vvL79D8SUC8wYfz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ElAvMGH89D8mt8tzdvz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JrfLc3b89D9u91DlQ/z0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bvdQ5UP89D/8mhvyEvz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/Job8hL89D9Yz13dN/z0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WM9d3Tf89D+EV+0Ikfz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hFftCJH89D/UmN/kzvz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Jjf5M789D++FYJO1Pz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vhWCTtT89D8UU58mrfz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FFOfJq389D8s+7bVjPz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LPu21Yz89D8AP+rSpvz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AD/q0qb89D9STCal4fz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UkwmpeH89D82DtKxCP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ng7SsQj99D9OzneuB/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ts53rgf99D/eJHjQ6Pz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3iR40Oj89D+cmX350vz0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nJl9+dL89D8ST3tu5/z0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ek97buf89D/qlp9zEf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6pafcxH99D9U+0+rK/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VPtPqyv99D9IDm2kJ/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SA5tpCf99D9APEbkDv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QDxG5A799D/E+Gj7//z0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xPho+//89D/yYYEAEf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8mGBABH99D9CcUV/MP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QnFFfzD99D8ApnWtQv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AKZ1rUL99D9K9zYvPf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Svc2Lz399D8QB7cbKf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EAe3Gyn99D8AKmr4Hv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ACpq+B799D+0XgiMLf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tF4IjC399D+2ibviRf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tom74kX99D8KSHasUv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ckh2rFL99D/aCsyFTP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2grMhUz99D/uGpYgPP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7hqWIDz99D+CW2peNf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gltqXjX99D9k4o0MQv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZOKNDEL99D/G3t87Vf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xt7fO1X99D/CtDE8Xv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wrQxPF799D9oemLjV/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aHpi41f99D8QzOV0Sv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EMzldEr99D8gvKIiRv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ILyiIkb99D+CkfdBUf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gpH3QVH99D8KjduSYP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Co3bkmD99D/Kdo7VZv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ynaO1Wb99D/Wv+WRYP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1r/lkWD99D88WvmPVf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PFr5j1X99D9QiiAEU/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UIogBFP99D+I08DPXP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iNPAz1z99D8gtS4iaf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ILUuImn99D/cy0Rfbf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3MtEX2399D+S87FcZ/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kvOxXGf99D8KPqxbXv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Cj6sW1799D8s260bXf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LNutG1399D+8Zzm/Zf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vGc5v2X99D/oRB6zb/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6EQes2/99D8aB0Zucv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GgdGbnL99D92xpbHbP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dsaWx2z99D9QXz9xZf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UF8/cWX99D90gZAiZf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dIGQImX99D/q7lbAbP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6u5WwGz99D+kaGjMdP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pGhozHT99D/0Ys5mdv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9GLOZnb99D8QPX8rcf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ED1/K3H99D+6zlg5a/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"us5YOWv99D+MogyYa/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jKIMmGv99D+MOmdMcv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jDpnTHL99D9WW5jLeP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VluYy3j99D8mXJaOef30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JlyWjnn99D8QxmLGdP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EMZixnT99D8gfuz9b/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IH7s/W/99D+4D4fWcP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uA+H1nD99D9oBcO5dv30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aAXDuXb99D9UM5Lze/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VDOS83v99D/wkmkXfP30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8JJpF3z99D8MWKDEd/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DFigxHf99D8umMj0c/30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LpjI9HP99D9k1Akgdf30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZNQJIHX99D+wfItHev30Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAYoWMjEe78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GKFjIxHu/L+wIcjBK9z5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sCHIwSvc+b9wxIp1Xcr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cMSKdV3K9r+fXsl4x7jzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"n17JeMe4878ObiGOuqfwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Dm4hjrqn8L9mcV7C8C/rvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZnFewvAv67+YY/8atxblvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMABJn8KDO78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ASZ/Cgzu/L8WrOBTGtz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FqzgUxrc+b9WFuw4Lsr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VhbsOC7K9r827oZXULjzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Nu6GV1C4878IQKGvl6bwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CEChr5em8L+sjDwShSrrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rIw8EoUq67+8BANi+Qnlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vAQDYvkJ5b84ybFDTN7dvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OMmxQ0ze3b/YEqTyCsbRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2BKk8grG0b9QyRgpxMW3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UMkYKcTFt7/AQiyZ3Y21Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAN4vCaCu78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DeLwmgru/L8AwTZfFdz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AME2XxXc+b9QnI+WIMr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UJyPliDK9r92wF4iLbjzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dsBeIi2487/AzXDdPabwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wM1w3T2m8L+gq1AkuSjrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oKtQJLko6796VQILWgXlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"elUCC1oF5b8U5e83xMbdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FOXvN8TG3b80Wl9whozRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMDwQNmlCu78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8EDZpQru/L/66ip5Fdz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+uoqeRXc+b+qmXOrIMr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qplzqyDK9r9B8N+PLLjzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QfDfjyy487/hr2OGOabwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4a9jhjmm8L8Gt6n/jijrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Brep/44o678kJluUqgTlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JCZblKoE5b/sgFlpnMHdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7IBZaZzB3b/4ici0B3vRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+InItAd70b8QAlfDzfG0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EAJXw83xtL/gJhiAk3e7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMCcVzg3C+78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nFc4Nwvu/L/E1hljF9z5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xNYZYxfc+b9i0a68Jcr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YtGuvCXK9r9s1zjeOLjzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bNc43ji487/IBU/mVabwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yAVP5lWm8L/m1fsTCynrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5tX7Ewsp67+iR6+nowXlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"okevp6MF5b/gCNQ96sTdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4AjUPerE3b94qvaZdX7Rvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eKr2mXV+0b8AbcNBr920vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AG3DQa/dtL9A9q9FTCW8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QPavRUwlvD/Ykb0B6hzTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2JG9Aeoc0z+4P+Cg2pfdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uD/goNqX3T+gvRodhAfjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAG4PThC+78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BuD04Qvu/L/EtQanGdz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xLUGpxnc+b/JLT7QK8r2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yS0+0CvK9r/XC+7yR7jzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1wvu8ke487/RIlX0eabwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0SJV9Hmm8L/i59K4sinrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4ufSuLIp679SBR8DHAflvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UgUfAxwH5b8oW87UKMvdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KFvO1CjL3b/UUktYgIrRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1FJLWICK0b9AmA4fnim1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QJgOH54ptb8gMxeRWuS7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IDMXkVrkuz+YC4HTwjjTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mAuB08I40z+YC4HTwjjTPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mAuB08I40z+YaHFWTLrcPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAoSl97DO78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KEpfewzu/L+GMLuxG9z5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hjC7sRvc+b+YVG9RMcr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mFRvUTHK9r/eIle5Vbjzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3iJXuVW4879UTgtQm6bwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VE4LUJum8L8WX6jvUCrrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Fl+o71Aq67/0wI3rigjlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9MCN64oI5b94FTJ0mtHdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eBUydJrR3b9kotNjS5jRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZKLTY0uY0b9QhHbGrJW1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMA4mbT1DO78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OJm09Qzu/L+abSRTHdz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mm0kUx3c+b/EpXO5Ncr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xKVzuTXK9r+bsCnLYLjzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m7Apy2C487+SxoFOtqbwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ksaBTram8L8AiyuG0irrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AIsrhtIq6786smxbvQnlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OrJsW70J5b9YzYWNJNfdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WM2FjSTX3b/04HeQsaTRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9OB3kLGk0b8AQQQTAP+1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AEEEEwD/tb/AalDE1GS6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wGpQxNRkuj9w00rBN7PSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cNNKwTez0j9Yv2TkTuPePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WL9k5E7j3j9Yv2TkTuPePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WL9k5E7j3j94yVOpt/3jPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eMlTqbf94z94yVOpt/3jPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eMlTqbf94z/ACeuEp9nnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wAnrhKfZ5z/EiuiElZ/rPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAP0ntQDe78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D9J7UA3u/L+Mq1eJHtz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jKtXiR7c+b9+3mQBOcr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ft5kATnK9r92wHgPabjzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dsB4D2m4879oL2qMyqbwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aC9qjMqm8L96U7Q+NCvrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"elO0PjQr6798QMZspgrlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fEDGbKYK5b+c9xy5bdvdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nPccuW3b3b/MVUMekK7Rvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMBRkqONDe78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UZKjjQ3u/L9HUnhaH9z5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"R1J4Wh/c+b8AXPA4O8r2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AFzwODvK9r8nKGarbrjzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Jyhmq26487/W34df2Kbwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1t+HX9im8L9AxrCmdyvrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QMawpncr679Ek3xUSQvlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RJN8VEkL5b9srioGd97dvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bK4qBnfe3b+MxJmPsrXRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jMSZj7K10b/gKPtQwZe2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4Cj7UMGXtr+gvHfChR65Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oLx3woUeuT+QTRYXcRHSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kE0WF3ER0j/ALTmaV8jdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wC05mlfI3T/UTYO7fMzkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1E2Du3zM5D/UTYO7fMzkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1E2Du3zM5D84bahCiVrpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OG2oQola6T84bahCiVrpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMDVq62xDe78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1autsQ3u/L9WZuXVH9z5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vmbl1R/c+b8y9n+IPMr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MvZ/iDzK9r9WE4H+cbjzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VhOB/nG487/3ePqY4Kbwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"93j6mOCm8L+a7BX4nyvrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"muwV+J8r67++KUjoqwvlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vilI6KsL5b/khRVAWeDdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5IUVQFng3b84KISLPbrRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OCiEiz260b/gO86RysK2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4DvOkcrCtr8gH1+i4ru4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IB9fouK7uD94ozz7btvRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eKM8+27b0T+Q9avVqljdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kPWr1apY3T94zZ0kEWLkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eM2dJBFi5D9In7gGHjHqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SJ+4Bh4x6j9In7gGHjHqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SJ+4Bh4x6j/UlI1xAMbtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1JSNcQDG7T/UlI1xAMbtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1JSNcQDG7T9Enhyb0F7wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RJ4cm9Be8D9Enhyb0F7wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMCNBJq+De78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jQSavg3u/L/U2YYCINz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1NmGAiDc+b8C+3gDPcr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Avt4Az3K9r++M+k8c7jzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vjPpPHO4879MSgDF46bwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TEoAxeOm8L80/mkysCvrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NP5pMrAr678gnANv1Qvlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IJwDb9UL5b80hBYJLuHdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NIQWCS7h3b/0QcLYZrzRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9EHC2Ga80b/gnlBM4ti2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4J5QTOLYtr8AwSmLEYW4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AMEpixGFuD+wDSpQ37rRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAYJjS3De78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GCY0tw3u/L8a4afpH9z5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GuGn6R/c+b+ZH+XBPMr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mR/lwTzK9r9EKK+ecrjzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RCivnnK4878YttNb4qbwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GLbTW+Km8L9uADMiqivrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bgAzIqor678OIRsAygvlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DiEbAMoL5b/cPrI3DeHdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3D6yNw3h3b8QrM6IWLzRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EKzOiFi80b8g5f1sXNu2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IOX9bFzbtr/gKAtgkHe4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4CgLYJB3uD9gDNAl7q7RPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YAzQJe6u0T9o6kxib+zcPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aOpMYm/s3D/sf5qnFufjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7H+apxbn4z8IearnzC3pPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CHmq58wt6T/sUPJ3WGHuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7FDyd1hh7j/sUPJ3WGHuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7FDyd1hh7j8Yw2U2mF3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GMNlNphd8T8Yw2U2mF3xPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMBOjymhDe78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"To8poQ3u/L/AqZeeH9z5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wKmXnh/c+b/+Xa73O8r2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/l2u9zvK9r/ICjmlcLjzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yAo5pXC4879YEmCV3abwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WBJgld2m8L92RVeIkyvrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dkVXiJMr67/o2+u9lQvlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6NvrvZUL5b8QfZqfI+Ddvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EH2anyPg3b8cL6+hbLrRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HC+voWy60b9gSy9ahcy2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YEsvWoXMtr8g2kMKcJC4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"INpDCnCQuD/AUUOi6rbRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wFFDouq20T+oehVFZvDcPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qHoVRWbw3D8MZDFfPd7jPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DGQxXz3e4z9ME+T57gPpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TBPk+e4D6T9AvLpkx+PtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAmVJicDe78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JlSYnA3u/L/rgcSNH9z5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"64HEjR/c+b8g9MzEO8r2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IPTMxDvK9r+AuuwPcLjzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gLrsD3C487+KjsrZ26bwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"io7K2dum8L8uN9kCiSvrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LjfZAokr679ao/lgdQvlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WqP5YHUL5b8YyxZDZN/dvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GMsWQ2Tf3b8khgAgX7jRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JIYAIF+40b/wGIm20re2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8BiJttK3tr9AAvgj2r64Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QAL4I9q+uD/AXqiRkM3RPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wF6okZDN0T+QFruVHBbdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kBa7lRwW3T9AkaTkO/fjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QJGk5Dv34z88xM/1QRjpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PMTP9UEY6T9cXOWDs9LtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMDXur5iDu78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"17q+Yg7u/L+KfdIkItz5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"in3SJCLc+b82ZOCLQsr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NmTgi0LK9r/C2Ow3gLjzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wtjsN4C487+VfyOEAKfwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lX8jhACn8L8qNCVgKCzrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KjQlYCgs679+9Js7uQzlvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fvSbO7kM5b9Ifc2j/OPdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SH3No/zj3b+o9NpDfb/Rvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qPTaQ32/0b+QhXo51Nm2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kIV6OdTZtr9gGaTIyqm4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YBmkyMqpuD8wuqy1J9XRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MLqstSfV0T9gEgOpRjndPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YBIDqUY53T/cp6GYAB/kPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3KehmAAf5D84pmYcYlrpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OKZmHGJa6T9wcv2DZiLuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMD4ZPnqFe78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+GT56hXu/L/ezSZIO9z5vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3s0mSDvc+b9KiwgQhMr2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SosIEITK9r+r+dmGG7nzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"q/nZhhu5879jLiq6Wajwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Yy4qulmo8L/SZgwJxjHrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0mYMCcYx67++CAgLphflvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vggIC6YX5b/0Az9Imgrevw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMBUS57Be+78vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VEuewXvu/L8YdTHOf935vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GHUxzn/d+b+O0DGWmM32vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jtAxlpjN9r+Yja8As7/zvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mI2vALO/878rqUTNBLXwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMBHGxcXhmf/vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RxsXF4Zn/793llpBwrH+vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"d5ZaQcKx/r/XDxZGo2r9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1w8WRqNq/b/jZGxNiGT7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"42RsTYhk+7/yABuVJ6X4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8gAblSel+L9SP69tbrv1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AFibX8pR4j/0EVzJbZzgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9BFcyW2c4D/gUKOElcfePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4FCjhJXH3j9go8k40C3dPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YKPJONAt3T9QTMjIiAXdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UEzIyIgF3T9QTMjIiAXdPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UEzIyIgF3T8Q3v941PDePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EN7/eNTw3j8Q3v941PDePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EN7/eNTw3j8otWbTJ8jhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KLVm0yfI4T8otWbTJ8jhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KLVm0yfI4T/E/0LQT9LmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xP9C0E/S5j+AaME6CrzqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gGjBOgq86j9I0jR5wHLtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SNI0ecBy7T9wgul+dFLvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cILpfnRS7z+kvYCIcVHwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pL2AiHFR8D88KcP5XOTwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PCnD+Vzk8D/SnJekVRrxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0pyXpFUa8T/SnJekVRrxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0pyXpFUa8T+q4sCkWOvwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"quLApFjr8D+q4sCkWOvwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"quLApFjr8D+I1UP7Li/wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iNVD+y4v8D+I1UP7Li/wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iNVD+y4v8D90iFav1qLsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dIhWr9ai7D8gUJMt8IHoPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IFCTLfCB6D8QxHE/SlPkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EMRxP0pT5D/kPu9m6ifgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5D7vZuon4D9gS6rTndTXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YEuq053U1z9glFY4rZjPPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YJRWOK2Yzz9AMPCAzEfAPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QDDwgMxHwD8AhM2F9i1gvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AITNhfYtYL9g9g4ZQ/rDvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YPYOGUP6w7/kXFIqUDTUvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5FxSKlA01L/kXFIqUDTUvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5FxSKlA01L+e0Uwr1zjgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ntFMK9c44L+2IoKqRlnmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tiKCqkZZ5r/oohuNe3Hsvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6KIbjXtx7L9NNKR5FkDxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TTSkeRZA8b/B4BtG6kL0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"weAbRupC9L8Bnj9V9kD3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AZ4/VfZA978fp+4/JDn6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H6fuPyQ5+r/HNmOuCSj9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xzZjrgko/b8AAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xqG90zxKDEDoq7dec8MKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6Ku3XnPDCkAAAQcnUD0JQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAEHJ1A9CUBUZ58PL7gHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VGefDy+4B0BEIYJHkzQGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RCGCR5M0BkAUEFOjQrMEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FBBTo0KzBEDAej7pODYDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wHo+6Tg2A0CgabUNvNgBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oGm1DbzYAUAeJInlTr4AQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HiSJ5U6+AEBuRmbjj6T/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bkZm44+k/z8C3N9ZUfr9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AtzfWVH6/T+WzpieKJP8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ls6YniiT/D+WzpieKJP8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ls6YniiT/D9kAOmtrjj7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZADpra44+z9kAOmtrjj7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZADpra44+z/4QTmaFdn5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+EE5mhXZ+T/gPh2o0bX4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4D4dqNG1+D9uQE/rCM33Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bkBP6wjN9z/sIeeFGhb3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7CHnhRoW9z/EmKemL3/2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xJinpi9/9j+gP6UmRfb1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oD+lJkX29T+yOo/Czmn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sjqPws5p9T8um+t4zcX0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LpvreM3F9D803ArpuP/zPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NNwK6bj/8z9ItCpNiCjzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SLQqTYgo8z98agGJMTbyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fGoBiTE28j9O3y2KhhnxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Tt8tioYZ8T94ZuVRzWbvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eGblUc1m7z/08gdW/rbrPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9PIHVv626z8cDuli0LbnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HA7pYtC25z8cDuli0LbnPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HA7pYtC25z/QaDaCd5zhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0Gg2gnec4T/wlW5e1jTXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8JVuXtY01z/gTcG66+XGPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4E3Buuvlxj8ACEGjoRtdvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAhBo6EbXb/omHF7JyDHvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6Jhxeycgx79s8xw8hvfWvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bPMcPIb31r++gI/JmzDhvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"voCPyZsw4b9oDrzJaevmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aA68yWnr5r/80DHKGq/svw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/NAxyhqv7L905FVpbT7xvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dORVaW0+8b9KMO1sUCr0vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SjDtbFAq9L+Kwgi+yRr3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"isIIvska9792V8CnKg/6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dlfApyoP+r9tLhp2jgb9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bS4ado4G/b8AAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PHKGtMY9378+Tgeamofkvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Pk4HmpqH5L+gJQXteY3pvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oCUF7XmN6b+UtRwhebLuvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"lLUcIXmy7r9J4LBR3/vxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SeCwUd/78b9tBCznhq70vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bQQs54au9L/ZhE+IX3D3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2YRPiF9w978Sm6397D/6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Eput/ew/+r8f0yEtNRv9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"H9MhLTUb/b8AAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nkuMNQt+8L9E9mc1H+nyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RPZnNR/p8r+OuQjKXmT1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jrkIyl5k9b88DIyx5PD3vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PAyMseTw978EoaxJT4/6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BKGsSU+P+r/C2xDFZT/9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wtsQxWU//b8AAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mvefb+UF9r/V059gAGv4vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1dOfYABr+L/QY2hcSOD6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0GNoXEjg+r+wiGfsB2f9vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sIhn7Adn/b8AAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AAAAAAAAAMAAAAAAAAAAwA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Clg9mtp2DEAKWD2a2nYMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Clg9mtp2DEA0MMPhZ2wMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NDDD4WdsDEBO+P9GoV0MQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Tvj/RqFdDEA4HxnLmUgMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OB8Zy5lIDEDiHe3/fCoMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4h3t/3wqDEBQTNxy/v4LQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UEzccv7+C0AuM68LbL8LQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LjOvC2y/C0BQKwGunWELQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UCsBrp1hC0A6hYkeK9cKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OoWJHivXCkA6hYkeK9cKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OoWJHivXCkDSqHgJwj8KQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0qh4CcI/CkBiuuMcZ3oJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YrrjHGd6CUDunXRqEaIIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7p10ahGiCEC2kNyEHK8HQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tpDchByvB0B8IV3U3ZcGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fCFd1N2XBkA6xnVJ71EFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OsZ1Se9RBUAoQanjjtYDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KEGp447WA0BmBHOI0FQCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZgRziNBUAkDwvQhTFs8AQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8L0IUxbPAECmHSO4TY7+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ph0juE2O/j80LCcAmID7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NCwnAJiA+z80LCcAmID7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NCwnAJiA+z/6+BYja4L5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+vgWI2uC+T/6+BYja4L5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+vgWI2uC+T/Y3WeI6/v3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2N1niOv79z/Y3WeI6/v3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5JSWy1LgCkDklJbLUuAKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5JSWy1LgCkD8nL6Q6NUKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/Jy+kOjVCkDc3dgILscKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3N3YCC7HCkA4spDmN7IKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OLKQ5jeyCkDeAsI1NJQKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3gLCNTSUCkBWgsUA2mgKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VoLFANpoCkDI3ZuBfCkKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yN2bgXwpCkCoZNjH+csJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qGTYx/nLCUBU/BkD60EJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VPwZA+tBCUBU/BkD60EJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VPwZA+tBCUBcc+oB3aoIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XHPqAd2qCEAQHVB1wOUHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EB1QdcDlB0BuR6w80g0HQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wNHv/MpJCUDA0e/8ykkJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wNHv/MpJCUBAKNBFbj8JQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QCjQRW4/CUD4HkT1xjAJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+B5E9cYwCUA2NZJJ7BsJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NjWSSewbCUAIEjcMEP4IQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CBI3DBD+CEDsI8Yy79IIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7CPGMu/SCEAMKEtW5ZMIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DChLVuWTCEBeq0ZR2jYIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XqtGUdo2CEDoWufeaa0HQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6Frn3mmtB0DoWufeaa0HQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6Frn3mmtB0Byskmg6RYHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"crJJoOkWB0AKb/vWL1IGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Cm/71i9SBkAUY9xD4noFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FGPcQ+J6BUCKnrQQyIkEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ip60EMiJBECGWCl+RHYDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hlgpfkR2A0D+izGd/jcCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mg5JLkOzB0CaDkkuQ7MHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mg5JLkOzB0CMNFe1+6gHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jDRXtfuoB0A+Om2HcpoHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Pjpth3KaB0AeAfEPw4UHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HgHxD8OFB0CupkVrJWgHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rqZFayVoB0DgO6N3Xz0HQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4Dujd189B0DYdIS02f4GQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2HSEtNn+BkAgtS+ui6IGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ILUvrouiBkAINnE1FRoGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CDZxNRUaBkAINnE1FRoGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CDZxNRUaBkAYQ4pAdoQFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GEOKQHaEBUAuvEWYVMAEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LrxFmFTABEBcrHuSCuoDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dkuiX7scBkB2S6JfuxwGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dkuiX7scBkDuNRmYlRIGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7jUZmJUSBkAWB+ZmPAQGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FgfmZjwEBkBcwuCj0e8FQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XMLgo9HvBUDcn+S5ltIFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3J/kuZbSBUDy4g/1X6gFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8uIP9V+oBUD2GJdgq2oFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9hiXYKtqBUA4LaDViQ8FQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OC2g1YkPBUDksIHwo4gEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5LCB8KOIBEDksIHwo4gEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5LCB8KOIBEBW6m1ubfQDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vuptbm30A0BYIvkyPjEDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WCL5Mj4xA0AAzbNjfVwCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AM2zY31cAkAYyLm+/G8BQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GMi5vvxvAUA4NhurvWUAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ODYbq71lAECOdqdX4HT+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jnanV+B0/j+uqCtnb+f7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rqgrZ2/n+z+uqCtnb+f7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rqgrZ2/n+z8Sh/UXp835Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Eof1F6fN+T8Sh/UXp835Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Eof1F6fN+T9cS0tRvTT4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XEtLUb00+D9cS0tRvTT4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UIj7kDOGBEBQiPuQM4YEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UIj7kDOGBECulOX+QnwEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rpTl/kJ8BEBuqGVJNW4EQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bqhlSTVuBECIZTRnNloEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iGU0ZzZaBEDiNEuElz0EQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4jRLhJc9BEC0F1cLRBQEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tBdXC0QUBEA6TAa/2dcDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OkwGv9nXA0Cczhijk34DQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nM4Yo5N+A0AOlFR2KfoCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DpRUdin6AkAOlFR2KfoCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DpRUdin6AkA+s8vRH2gCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PrPL0R9oAkDmpRk4ZKYBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5qUZOGSmAUBE3ptFGNQAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LMVUwqvvAkAsxVTCq+8CQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LMVUwqvvAkAUjFNVD+YCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FIxTVQ/mAkB4HoRzedgCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eB6Ec3nYAkBoFrt6JsUCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aBa7eibFAkCYPSMNf6kCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mD0jDX+pAkAGBTNhkYECQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BgUzYZGBAkCGvqqaM0cCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hr6qmjNHAkAa6Ju04vABQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GuibtOLwAUCMSR7yeXABQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jEke8nlwAUCMSR7yeXABQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jEke8nlwAUDC9MR8/uEAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wvTEfP7hAEDWaKdkgSIAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1minZIEiAEAec7hgHqj+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CAKu8yNZAUAIAq7zI1kBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CAKu8yNZAUD+ufw0DVABQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/rn8NA1QAUA6wgTsNEMBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OsIE7DRDAUDKENCk8DABQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yhDQpPAwAUCMlfQnzxYBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jJX0J88WAUBY8dMBG/EAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WPHTARvxAED67mm7/LkAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+u5pu/y5AEAQp2eTY2gAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EKdnk2NoAECk8fOU89z/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pPHzlPPc/z+k8fOU89z/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pPHzlPPc/z8mBIseYsv+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JgSLHmLL/j+QgBoHp1P9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kIAaB6dT/T9CUTUo8MD7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xH0OSjiF/z/EfQ5KOIX/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xH0OSjiF/z/eoRT7sHT/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3qEU+7B0/z+ugpcYWV3/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"roKXGFld/z9SMZglLjz/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UjGYJS48/z+ypGqDxgz/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sqRqg8YM/z/EP+R5aMj+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xD/keWjI/j941RobfGT+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eNUaG3xk/j8ADe9+Z9D9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AA3vfmfQ/T+CuKfZzPH8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"grin2czx/D+CuKfZzPH8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"grin2czx/D9KIat7RPH7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SiGre0Tx+z9KIat7RPH7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"evfArChY/D9698CsKFj8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"evfArChY/D9aTA4URkr8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WkwOFEZK/D8+d5ngrDb8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PneZ4Kw2/D9EKKlH2Rr8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RCipR9ka/D8MngWDHPP7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DJ4Fgxzz+z9OSXNN4bn7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TklzTeG5+z9SS0QrY2b7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MHFzDxkr+T8wcXMPGSv5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MHFzDxkr+T+GG0yPZyH5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hhtMj2ch+T8IW0AdvRP5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CFtAHb0T+T+wrXEUYgD5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sK1xFGIA+T/esfX41+T4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3rH1+Nfk+D8WZsGvV734Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FmbBr1e9+D8gSsy45IP4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IErMuOSD+D+qTWMczC74Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qk1jHMwu+D+axwFVna33Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6Oolcgn+9T/o6iVyCf71Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6Oolcgn+9T/EhvLQIvv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xIby0CL79T80qO7gDvf1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NKju4A739T9Ko0P3TPH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SqND90zx9T9ol6uJJOn1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aJeriSTp9T+sl0t3gt31Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rJdLd4Ld9T+ozx2Zusz1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qM8dmbrM9T8iy2oyKrT1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IstqMiq09T/YfJhKKo/1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nGTY1PnQ8j+cZNjU+dDyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nGTY1PnQ8j+cZNjU+dDyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nGTY1PnQ8j+IayOABdnyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iGsjgAXZ8j/guARSSuTyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4LgEUkrk8j980qtQHfTyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fNKrUB308j+iQNiZWQrzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"okDYmVkK8z/ERwvzoynzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xEcL86Mp8z9ch4VNylXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XIeFTcpV8z/Y5s1c6JPzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pLwVb9RH7z+kvBVv1EfvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pLwVb9RH7z+kvBVv1EfvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pLwVb9RH7z+k50qZyXvvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pOdKmcl77z+gIQE7uMPvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oCEBO7jD7z9wpcCTqRPwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cKXAk6kT8D/OBkEJZ1jwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zgZBCWdY8D+0vWqeTbbwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tL1qnk228D+6XhbPTzXxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FLB6NLXt6D8UsHo0te3oPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FLB6NLXt6D98I35pzFzpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fCN+acxc6T8YPvuJDPTpPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GD77iQz06T+41niS8r/qPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uNZ4kvK/6j98TyhA0M7rPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2C2Jfu1y2D/YLYl+7XLYPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2C2Jfu1y2D9oQfXIV0jbPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aEH1yFdI2z/gZ1CYMsfePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4GdQmDLH3j889VavHHvhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PPVWrxx74T+ADr3BgefjPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TwqoU4AJ87+b/xIPY/z1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"m/8SD2P89b+4EBWwo674vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uBAVsKOu+L+s2n1JRnv6vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rNp9SUZ7+r//z7iflKj7vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/8+4n5So+798drjdjlX8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fHa43Y5V/L+2ebJi8NL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tnmyYvDS/L+2ebJi8NL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tnmyYvDS/L+2ebJi8NL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tnmyYvDS/L+2ebJi8NL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tnmyYvDS/L+2ebJi8NL8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tnmyYvDS/L+T4TFVkdP8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"k+ExVZHT/L8Z6tDoyYn8vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1iwKMllb5L+4ErcmLR/lvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uBK3Ji0f5b+KtF2gROPpvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"irRdoETj6b9K4Ix+q8Tuvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SuCMfqvE7r+o2B2s7eLxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AJyP9XRGmL/gf+QTO06uvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4H/kEztOrr9AOzLCm1PLvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QDsywptTy79wBozuYrjXvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cAaM7mK4178M2DJLQ/zgvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"DNgyS0P84L84MidNmDbmvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ODInTZg25r9Kp017d4zrvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"SqdNe3eM67+AYpnkAH/wvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oA1oqD2g2j+46aLRK0HWPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uOmi0StB1j9gKaYSXn3HPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YCmmEl59xz8AquOdwbiSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AKrjncG4kj/IyycCE/fCvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wrdNK58XBkBQBzNLSx0FQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UAczS0sdBUCcoZd7Cj0EQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nKGXewo9BEA4WKHYdWkDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OFih2HVpA0Ay0nIJMsQCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MtJyCTLEAkAy0nIJMsQCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MtJyCTLEAkC8wfhM5ScCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vMH4TOUnAkAmUfBFt7UBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JlHwRbe1AUBgA+cwgmEBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YAPnMIJhAUDOm5zztyABQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zpuc87cgAUBozUdzvOoAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aM1Hc7zqAEBuvzzhl7gAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"br884Ze4AEDgu4h224MAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4LuIdtuDAECoWxy1eEUAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qFsctXhFAEDiErulTuj/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4hK7pU7o/z+0PdVaBB//Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tD3VWgQf/z/WKZcqmjb+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1imXKpo2/j/eISlI2CL9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3iEpSNgi/T9qcIRPucv7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"anCET7nL+z+QDvGiJQr6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kA7xoiUK+j9iJy9Bs773Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YicvQbO+9z9Gx1Sykkj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RsdUspJI9T9Gx1Sykkj1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RsdUspJI9T8IH6TFJTnyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CB+kxSU58j/M7slCcGDuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"zO7JQnBg7j+wfEuOAmvoPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sHxLjgJr6D+Ao9/5lZPiPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aBmNa8CsAEDEIPWmRgAAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xCD1pkYAAEDEIPWmRgAAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xCD1pkYAAEAwE2JBN5/+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MBNiQTef/j80PHN5fZD9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NDxzeX2Q/T+a4L2QxcL8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"muC9kMXC/D8GoCfqMiX8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BqAn6jIl/D+mV2vRYaX7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pldr0WGl+z+Y6bGULjP7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mOmxlC4z+z9aL1iZC8D6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Wi9YmQvA+j8KI3CDeDz6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CiNwg3g8+j+6WmcaoJT5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ulpnGqCU+T/WuHzF+cz4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1rh8xfnM+D8+w3rPy+r3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PsN6z8vq9z/Wx8p7euT2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1sfKe3rk9j8i1R7FKaX1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ItUexSml9T9qa0hs8gf0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"amtIbPIH9D+SSXcGyOfxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kkl3Bsjn8T+kvBVv1EfvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pLwVb9RH7z+kvBVv1EfvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pLwVb9RH7z+kvBVv1EfvPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qhDslX2XDUBgu4serXkNQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YLuLHq15DUCs+mz/7v0LQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rPps/+79C0DkVhME1qAKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5FYTBNagCkBwrBW/m3kJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cKwVv5t5CUAqEVIBNnwIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KhFSATZ8CECEeat+jpoHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hHmrfo6aB0D0cbaCQMoGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9HG2gkDKBkAQIbswDyYGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ECG7MA8mBkAQIbswDyYGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ECG7MA8mBkA2wYr69YkFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NsGK+vWJBUBiwjIMYRoFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YsIyDGEaBUC6KF3kMckEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uihd5DHJBEA6suSMIosEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OrLkjCKLBEC4YyNyrFcEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uGMjcqxXBED6noxXHigEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+p6MVx4oBECkjtyuZfYDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pI7crmX2A0BQwHqG9bsDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UMB6hvW7A0DGXexDanADQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xl3sQ2pwA0B2P3mgog0DQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dj95oKINA0Ao1w1HoJoCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KNcNR6CaAkBawNcVsBACQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WsDXFbAQAkAIAq7zI1kBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CAKu8yNZAUAIAq7zI1kBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CAKu8yNZAUAIAq7zI1kBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CAKu8yNZAUD4/5cPQZ4AQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+P+XD0GeAEAYIsaLZIz/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MM5J6gHfDECeoL9SDtQLQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nqC/Ug7UC0A+L/Sl8ukKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Pi/0pfLpCkBsU78fchQKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bFO/H3IUCkBAzHvhIE0JQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QMx74SBNCUDwUYJOlqgIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8FGCTpaoCEAyFIYO+jMIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MhSGDvozCEAote3fCOAHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KLXt3wjgB0BE0Wqkp6AHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RNFqpKegB0AgqVMO8GwHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IKlTDvBsB0BUSlX1Cz4HQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"VEpV9Qs+B0AwHo77DA4HQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MB6O+wwOB0AGHPMNu9YGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BhzzDbvWBkBG7357VJAGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ru9+e1SQBkAkGtLRUTAGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JBrS0VEwBkDeenK1W8AFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3npytVvABUAq17LtKzoFQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ktey7Ss6BUBQiPuQM4YEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UIj7kDOGBEBQiPuQM4YEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UIj7kDOGBEBQiPuQM4YEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UIj7kDOGBECG2FDd58wDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tJ3wLl49DUD2fhtJAXYMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9n4bSQF2DECIEji+gM4LQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iBI4voDOC0BymIGXJlgLQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cpiBlyZYC0C0CGl/VgMLQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tAhpf1YDC0BgATAqk8MKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YAEwKpPDCkAEaRL31I8KQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BGkS99SPCkD68sQ5O2EKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+vLEOTthCkDapek91zEKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2qXpPdcxCkCEmCLWk/sJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hJgi1pP7CUCsNaRK6LYJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rDWkSui2CUAmLwfJUVkJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ji8HyVFZCUDWqB4Cj+oIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1qgeAo/qCED8R6yEz2UIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/EeshM9lCECaDkkuQ7MHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mg5JLkOzB0CaDkkuQ7MHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mg5JLkOzB0CaDkkuQ7MHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mg5JLkOzB0CsOlG3L/kGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1Bew0EuKDUCwr0J3JVsNQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sK9CdyVbDUBkz9AySiUNQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZM/QMkolDUDSIB6qSOEMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0iAeqkjhDECIv97MxIQMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iL/ezMSEDEDYLyhrexYMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2C8oa3sWDEDGgBd3TZILQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xoAXd02SC0DklJbLUuAKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5JSWy1LgCkDklJbLUuAKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5JSWy1LgCkDklJbLUuAKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5JSWy1LgCkAYkW4Q5yUKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gCms76dKDUAeK9bPFwkNQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HivWzxcJDUBOHt3RcNQMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Th7d0XDUDEAm03eQsKUMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JtN3kLClDEAKWD2a2nYMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Clg9mtp2DEDgV6TCGe4KQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4FekwhnuCkBW+TadTWUJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Vvk2nU1lCUD6kikZdNwHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+pIpGXTcB0CQ8j/Ni1MGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kPI/zYtTBkDSnH0jl8oEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0px9I5fKBECMlc+apkEDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jJXPmqZBA0Dgk3ex97gBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4JN3sfe4AUBeLLr2XDEAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Xiy69lwxAECuuuFVqFv9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rrrhVahb/T+uuuFVqFv9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rrrhVahb/T8+0nAq3Pf6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PtJwKtz3+j8+0nAq3Pf6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Clg9mtp2DEDSosiZ8PEKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0qLImfDxCkAee+v0x2sJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Hnvr9MdrCUA+1ak3tuQHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PtWpN7bkB0DQMILKAV0GQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WlcbaylEDUAKWD2a2nYMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Clg9mtp2DEAKWD2a2nYMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Clg9mtp2DEAKWD2a2nYMQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Clg9mtp2DEBGjyfR55MLQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ro8n0eeTC0BuOdix/ZcKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bjnYsf2XCkAGnTOgeHUJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ME7cwwRyzb8wTtzDBHLNvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ME7cwwRyzb+YP0Ejn8vLvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mD9BI5/Ly7+YP0Ejn8vLvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mD9BI5/Ly7+YP0Ejn8vLvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mD9BI5/Ly79Ab7Kts3/Fvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QG+yrbN/xb9Ab7Kts3/Fvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QG+yrbN/xb8gLYFtGbPDvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IC2BbRmzw78gLYFtGbPDvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IC2BbRmzw78Aj2B87bGOvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AI9gfO2xjr9gTehWUyq+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YE3oVlMqvj+A7vEpx4DPPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"enMLqjHW9j88+eS+gA32Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PPnkvoAN9j+4SbGPBi31Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uEmxjwYt9T+C1Qvnyiv0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gtUL58or9D+cZNjU+dDyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nGTY1PnQ8j+cZNjU+dDyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nGTY1PnQ8j+cZNjU+dDyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nGTY1PnQ8j+e/xJ8xHLxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"XKRhQqiK5z8c+fwD8mvkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HPn8A/Jr5D8QG8oxo2XhPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EBvKMaNl4T/w6pcU79rcPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8OqXFO/a3D/4X5ugGnLXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+F+boBpy1z/wwqCCyePRPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8MKggsnj0T+w/illA/PGPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sP4pZQPzxj+A972WEtKqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gPe9lhLSqj9wZCRnnSa1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cGQkZ50mtb9wZCRnnSa1vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cGQkZ50mtb/c3FtRzYTRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3NxbUc2E0b8U/2cCab3dvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FP9nAmm93b+GHdM84e7kvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"hh3TPOHu5L+onhmAcPXqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qJ4ZgHD16r86/eYlK3vwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Ov3mJSt78L8PX31eT3rzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"D199Xk96878ibRco0Xj2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ArqaaBFqAEBEYiLqRDf+Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RGIi6kQ3/j+4LOv3lzv8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"uCzr95c7/D9CW7v4B6v6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Qlu7+Aer+j/on9s5VTv5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6J/bOVU7+T8i8EJkzRv4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IvBCZM0b+D8i8EJkzRv4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IvBCZM0b+D/wCNLuqoj2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"8AjS7qqI9j8SJ/6uGSH1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Eif+rhkh9T+yL9bcvsjzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"si/W3L7I8z/68CtsH53yPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+vArbB+d8j8uIOJjmqXxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LiDiY5ql8T86ihXZXtPwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OooV2V7T8D9a+07vmBDwPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WvtO75gQ8D8wQtt1LYnuPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MELbdS2J7j/8rAQYXsHsPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/KwEGF7B7D/s5CcsXfPqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7OQnLF3z6j+8fKBgD/3oPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vHygYA/96D+MfMMz77rmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jHzDM++65j8kJ1aD7N/jPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JCdWg+zf4z886OIfqQzgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"POjiH6kM4D8I+ZyNCPTXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CPmcjQj01z8I+ZyNCPTXPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"CPmcjQj01z9gKaYSXn3HPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PkeLvCcdA0DsgKs+gtsCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"7ICrPoLbAkDotK/pz6UCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6LSv6c+lAkBmIlQ5B3UCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZiJUOQd1AkDI6/FX+UICQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yOvxV/lCAkB+vKq2GAkCQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fryqthgJAkDqwzXdGr8BQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"6sM13Rq/AUAIAq7zI1kBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KKtOPwaVC0B8Ft37H84KQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"fBbd+x/OCkCawvLtLCkKQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"msLy7SwpCkASXPbXgrQJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Elz214K0CUBiqqRUrGAJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YqqkVKxgCUB6JPZpcCEJQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eiT2aXAhCUBMqTrm5O0IQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"TKk65uTtCEBqZq/rNr8IQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"amav6za/CEBgu5DDfY8IQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YLuQw32PCEBayOdEjlgIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WsjnRI5YCEBoLMGTuxIIQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aCzBk7sSCECaDkkuQ7MHQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cE12OS3P1T9wT1NYNS7KPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cE9TWDUuyj9gZuY6Sa+wPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YGbmOkmvsD8Q/3hUQhu2vw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EP94VEIbtr9oymbgm5HQvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aMpm4JuR0L8YLeWD2Mvcvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GC3lg9jL3L9oNu8Onm7kvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aDbvDp5u5L+i3UlMkk/qvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ot1JTJJP6r8U+9G5wADvvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FPvRucAA77+bOuqGpyrxvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mzrqhqcq8b+K1oJx0kLyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"itaCcdJC8r9iv46Qw+ryvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"Yr+OkMPq8r8ihJbNFUvzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IoSWzRVL87/Z5smKwUvzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2ebJisFL87/Z5smKwUvzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2ebJisFL87/Z5smKwUvzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2ebJisFL87/Z5smKwUvzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2ebJisFL87/Z5smKwUvzvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2ebJisFL87/6TAEJMePyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+kwBCTHj8r9AlWKBZEnyvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"wFnLQIeC7z+IxGA6DQTtPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iMRgOg0E7T+sFFeKi9PqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"rBRXiovT6j/gtQ3uYsLoPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4LUN7mLC6D8EBpmm3ZDmPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BAaZpt2Q5j94DIbY0XzkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eAyG2NF85D9ki3+0FF7iPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZIt/tBRe4j802D5RxQTgPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NNg+UcUE4D/4OQxDKFHaPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+DkMQyhR2j+Yh+Dj88bSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mIfg4/PG0j+AYf372GLFPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gGH9+9hixT+AYf372GLFPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gGH9+9hixT+AP2X2y5SYvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gD9l9suUmL9AOzLCm1PLvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QDsywptTy78cSgnL8aLZvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iL6dX5l4/T+wTb9oU/r8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sE2/aFP6/D9698CsKFj8Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"evfArChY/D9oJq52S3b7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aCaudkt2+z9oJq52S3b7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"aCaudkt2+z+Chnkm1mv6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"goZ5JtZr+j+Chnkm1mv6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"goZ5JtZr+j+Arf5ovUP5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mg5JLkOzB0AE0deYIysGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BNHXmCMrBkBseSx9BqMEQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"bHksfQajBEC2be591hoDQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tm3ufdYaA0DcvzgzXpIBQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3L84M16SAUC0IzwxpwkAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"tCM8MacJAEBwUCWYbQX9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cFAlmG0F/T9wUCWYbQX9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"cFAlmG0F/T+ms8Lm+fD6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"prPC5vnw+j+ms8Lm+fD6Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"prPC5vnw+j/KOH7IHWX5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yjh+yB1l+T+o73NXLQn4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"qO9zVy0J+D88h7B4Fh33Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PIeweBYd9z9EjB9H3Wn2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"RIwfR91p9j8+vL7Lhtv1Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"1CEMd3rFBkBmY10KPoIGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZmNdCj6CBkAyI7JPYkwGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MiOyT2JMBkB2S6JfuxwGQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dkuiX7scBkCOqJuONe0FQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YKmldb6/tD+wBNC5A3Wwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sATQuQN1sL+I04VLWmHMvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"iNOFS1phzL8oU2foKaXYvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KFNn6Cml2L9kNIKmHyXhvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZDSCph8l4b/gk31L/wblvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"4JN9S/8G5b/QL/+uboLnvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"0C//rm6C57+KtF2gROPpvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"irRdoETj6b+KtF2gROPpvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"irRdoETj6b+KtF2gROPpvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"irRdoETj6b86A1t/0LDqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OgNbf9Cw6r86A1t/0LDqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"OgNbf9Cw6r/Y5tg1p7Lqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2ObYNaey6r8ueIvgUgbqvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"LniL4FIG6r8k4wfzvebovw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JOMH873m6L8GRUjF6iXnvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"BkVIxeol57+gScd9iVDkvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"vgrMTgkO9D9aq5VFl3LzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"WquVRZdy8z+cZNjU+dDyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"nGTY1PnQ8j82o/0wRBHyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NqP9MEQR8j8aRQBgNRHxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"GkUAYDUR8T8aRQBgNRHxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"3N5P9NldAUA0XsalUNsAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NF7GpVDbAEDaPCT4ynoAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2jwk+Mp6AECiug4KyDEAQA==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oroOCsgxAEB0PD/b2+3/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"dDw/29vt/z/EfQ5KOIX/Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"2IRJn/E23D8g0liwAWLUPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"INJYsAFi1D8gmW8nq/3IPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"IJlvJ6v9yD+Aj0xx5DOxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gI9MceQzsT8Qtr0y0Dmwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ELa9MtA5sL+YPbLRZZLHvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"mD2y0WWSx788VI4TjeTRvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"PFSOE43k0b/0CPYgoSLWvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9Aj2IKEi1r/8cKjoysrYvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"/HCo6MrK2L94cCwe8Ebavw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eHAsHvBG2r/INk9WDF7avw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yDZPVgxe2r/INk9WDF7avw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yDZPVgxe2r/INk9WDF7avw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yDZPVgxe2r/INk9WDF7avw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yDZPVgxe2r/INk9WDF7avw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"yDZPVgxe2r/4Sfz8g9XYvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"+En8/IPV2L8QcZzPk4XWvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EHGcz5OF1r/kq8kAMbrSvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5KvJADG60r+gkXH31KHJvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oJFx99Shyb+Qkug+OjOwvw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"kJLoPjozsL9AhrqhMja9Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"QIa6oTI2vT8oKER6M7TSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"KChEejO00j842PL6aRLePw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ONjy+mkS3j+M5jr3m6rkPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"jOY695uq5D80GbC+tyzqPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NBmwvrcs6j8USp6YcV/vPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FEqemHFf7z8USp6YcV/vPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"FEqemHFf7z9QlBtz5zrxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UJQbc+c68T9QlBtz5zrxPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"UJQbc+c68T808xu0zVzyPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"NPMbtM1c8j8kjbmdFzXzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"JI25nRc18z9kpgumkszzPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"ZKYLppLM8z8gxaOU40D0Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"sBmOsC/d2z9gfnb3v83VPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YH5297/N1T8Azz14mbnQPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AM89eJm50D9gKaYSXn3HPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YCmmEl59xz9gKaYSXn3HPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YCmmEl59xz9gKaYSXn3HPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"YCmmEl59xz8Qh8pB4vzBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EIfKQeL8wT8Qh8pB4vzBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"EIfKQeL8wT+g0gheuxDAPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"oNIIXrsQwD8g0p+9KGLBPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"INKfvShiwT8AkSdmMejEPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"AJEnZjHoxD+AvB5iEMTKPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"gLweYhDEyj9oSiAxnwzSPw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"xMl7Egk8/T/masAM5kP7Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"5mrADOZD+z8wcXMPGSv5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MHFzDxkr+T8wcXMPGSv5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MHFzDxkr+T8wcXMPGSv5Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"MHFzDxkr+T94DkvY9Af4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eA5L2PQH+D94DkvY9Af4Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"eA5L2PQH+D+mAaMqFCH3Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"pgGjKhQh9z8cXM/VIHf2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"HFzP1SB39j/0sQHHOwr2Pw==\",\"dtype\":\"float64\",\"shape\":[2]},{\"__ndarray__\":\"9LEBxzsK9j8WqyT267T1Pw==\",\"dtype\":\"float64\",\"shape\":[2]}]},\"selected\":{\"id\":\"3327\"},\"selection_policy\":{\"id\":\"3328\"}},\"id\":\"3012\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"end\":{\"id\":\"3140\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.8472894950285377},\"x_start\":{\"value\":-0.8245352741675922},\"y_end\":{\"value\":-1.458377240517175},\"y_start\":{\"value\":-1.3741179074131427}},\"id\":\"3141\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3146\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3026\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3137\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.652445219726398},\"x_start\":{\"value\":-3.720449658899921},\"y_end\":{\"value\":0.513593192674892},\"y_start\":{\"value\":0.4809080588762509}},\"id\":\"3138\",\"type\":\"Arrow\"},{\"attributes\":{\"text\":\"\"},\"id\":\"3317\",\"type\":\"Title\"},{\"attributes\":{\"end\":{\"id\":\"3026\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.548743144302317},\"x_start\":{\"value\":-3.5492703869919304},\"y_end\":{\"value\":-1.1365256305984477},\"y_start\":{\"value\":-1.2324649183829286}},\"id\":\"3027\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3173\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.1862988002475383},\"x_start\":{\"value\":-2.1868525807218018},\"y_end\":{\"value\":2.694857540504892},\"y_start\":{\"value\":2.790793994440101}},\"id\":\"3174\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3194\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.6018418451416281},\"x_start\":{\"value\":-0.6736588294334722},\"y_end\":{\"value\":2.2949224161865334},\"y_start\":{\"value\":2.307142684822156}},\"id\":\"3195\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3056\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3164\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.6094365819118324},\"x_start\":{\"value\":-0.6813151759598894},\"y_end\":{\"value\":3.2859062838629614},\"y_start\":{\"value\":3.297476245234404}},\"id\":\"3165\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3071\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3110\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.2058111448377553},\"x_start\":{\"value\":-3.277384494569117},\"y_end\":{\"value\":2.2990159834409694},\"y_start\":{\"value\":2.313265570992942}},\"id\":\"3111\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3143\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3197\",\"type\":\"NormalHead\"},{\"attributes\":{\"axis\":{\"id\":\"2978\"},\"ticker\":null},\"id\":\"2981\",\"type\":\"Grid\"},{\"attributes\":{\"end\":{\"id\":\"3176\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.3077747100285273},\"x_start\":{\"value\":-2.314748826627728},\"y_end\":{\"value\":3.0821515790494436},\"y_start\":{\"value\":3.1776274809229923}},\"id\":\"3177\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3035\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.1154509127928263},\"x_start\":{\"value\":-3.1125188407240016},\"y_end\":{\"value\":-0.7529789767647401},\"y_start\":{\"value\":-0.8488401040879092}},\"id\":\"3036\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3143\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":0.1507467030320857},\"x_start\":{\"value\":0.19466526919509253},\"y_end\":{\"value\":-0.8852501203458136},\"y_start\":{\"value\":-0.808992684569277}},\"id\":\"3144\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3185\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.06265902824380243},\"x_start\":{\"value\":-0.10113148842506359},\"y_end\":{\"value\":1.2920920676342356},\"y_start\":{\"value\":1.3234925854672905}},\"id\":\"3186\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3182\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.7980779756719896},\"x_start\":{\"value\":-3.8501905261001754},\"y_end\":{\"value\":0.051422764472696336},\"y_start\":{\"value\":-0.014987807615461701}},\"id\":\"3183\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3029\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2974\",\"type\":\"LinearScale\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3137\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3146\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":0.07175065257799407},\"x_start\":{\"value\":0.11160048437194448},\"y_end\":{\"value\":-0.45071143142142867},\"y_start\":{\"value\":-0.3706290559349332}},\"id\":\"3147\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3065\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3116\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3167\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3119\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.4934040223908633},\"x_start\":{\"value\":-3.5657161358953733},\"y_end\":{\"value\":1.751704116692233},\"y_start\":{\"value\":1.7565548705338339}},\"id\":\"3120\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3023\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3176\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3182\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3113\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3110\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3020\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.8423217341292983},\"x_start\":{\"value\":-3.844489246593956},\"y_end\":{\"value\":-1.3285088209969178},\"y_start\":{\"value\":-1.4244055358397212}},\"id\":\"3021\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3098\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.0645007179496213},\"x_start\":{\"value\":-3.134760930691897},\"y_end\":{\"value\":3.0494991822899586},\"y_start\":{\"value\":3.0722147695241855}},\"id\":\"3099\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3179\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3191\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.9208326003095177},\"x_start\":{\"value\":-0.990586528033937},\"y_end\":{\"value\":1.0772672835131063},\"y_start\":{\"value\":1.1029304410640282}},\"id\":\"3192\",\"type\":\"Arrow\"},{\"attributes\":{\"axis\":{\"id\":\"2982\"},\"dimension\":1,\"ticker\":null},\"id\":\"2985\",\"type\":\"Grid\"},{\"attributes\":{\"end\":{\"id\":\"3044\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.6602158860491723},\"x_start\":{\"value\":-2.658134473560885},\"y_end\":{\"value\":-1.1366212887437503},\"y_start\":{\"value\":-1.232522068439747}},\"id\":\"3045\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3116\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.349118400193191},\"x_start\":{\"value\":-3.421241499182485},\"y_end\":{\"value\":1.932273382895018},\"y_start\":{\"value\":1.9406190045795424}},\"id\":\"3117\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3161\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3161\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.8892915785758604},\"x_start\":{\"value\":-0.9610658676679025},\"y_end\":{\"value\":2.9408184988202715},\"y_start\":{\"value\":2.9534447522256944}},\"id\":\"3162\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3101\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2983\",\"type\":\"BasicTicker\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3107\",\"type\":\"NormalHead\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"2992\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"end\":{\"id\":\"3029\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.403134263992263},\"x_start\":{\"value\":-3.402740057461328},\"y_end\":{\"value\":-0.9446416017056944},\"y_start\":{\"value\":-1.0405822038255723}},\"id\":\"3030\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3038\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.95840513631522},\"x_start\":{\"value\":-2.9566882034770927},\"y_end\":{\"value\":-1.1365895446101943},\"y_start\":{\"value\":-1.2325036277635983}},\"id\":\"3039\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3017\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.737742783747766},\"x_start\":{\"value\":-3.7769453258583927},\"y_end\":{\"value\":-0.04653344283960559},\"y_start\":{\"value\":-0.1268529513016392}},\"id\":\"3018\",\"type\":\"Arrow\"},{\"attributes\":{\"source\":{\"id\":\"3233\"}},\"id\":\"3237\",\"type\":\"CDSView\"},{\"attributes\":{\"end\":{\"id\":\"3032\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.2605901154953725},\"x_start\":{\"value\":-3.2587557832366603},\"y_end\":{\"value\":-0.7528492768000992},\"y_start\":{\"value\":-0.8487601652438428}},\"id\":\"3033\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3152\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.2906914294814278},\"x_start\":{\"value\":-0.36149439081434576},\"y_end\":{\"value\":2.0140686332291065},\"y_start\":{\"value\":2.033921637466353}},\"id\":\"3153\",\"type\":\"Arrow\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3020\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3119\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3032\",\"type\":\"NormalHead\"},{\"attributes\":{\"overlay\":{\"id\":\"2992\"}},\"id\":\"2988\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3188\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3191\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2987\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"end\":{\"id\":\"3134\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.639663720869851},\"x_start\":{\"value\":-3.7114401927843153},\"y_end\":{\"value\":0.8234861162057543},\"y_start\":{\"value\":0.811041135306314}},\"id\":\"3135\",\"type\":\"Arrow\"},{\"attributes\":{\"source\":{\"id\":\"3000\"}},\"id\":\"3004\",\"type\":\"CDSView\"},{\"attributes\":{\"end\":{\"id\":\"3113\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.205562732865338},\"x_start\":{\"value\":-3.2772267848421537},\"y_end\":{\"value\":2.1042706863645617},\"y_start\":{\"value\":2.1177272932820124}},\"id\":\"3114\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"2976\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"2989\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"gray\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3235\",\"type\":\"Line\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3140\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3170\",\"type\":\"NormalHead\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#ff7f0e\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3002\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"gray\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3234\",\"type\":\"Line\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3104\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3152\",\"type\":\"NormalHead\"},{\"attributes\":{},\"id\":\"2979\",\"type\":\"BasicTicker\"},{\"attributes\":{\"end\":{\"id\":\"3155\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.6324441079828502},\"x_start\":{\"value\":-0.7040696636334931},\"y_end\":{\"value\":1.6859408282478212},\"y_start\":{\"value\":1.6999955948254861}},\"id\":\"3156\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3170\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.9137004843711722},\"x_start\":{\"value\":-0.9854501974259136},\"y_end\":{\"value\":3.6165853802127357},\"y_start\":{\"value\":3.62943994877186}},\"id\":\"3171\",\"type\":\"Arrow\"},{\"attributes\":{},\"id\":\"2986\",\"type\":\"PanTool\"},{\"attributes\":{\"end\":{\"id\":\"3104\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-2.8080505046275306},\"x_start\":{\"value\":-2.85832820881423},\"y_end\":{\"value\":2.5305341442523983},\"y_start\":{\"value\":2.566718939740996}},\"id\":\"3105\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3188\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-0.4008866397574491},\"x_start\":{\"value\":-0.4038324793968422},\"y_end\":{\"value\":-0.17817552906664935},\"y_start\":{\"value\":-0.08262046592825967}},\"id\":\"3189\",\"type\":\"Arrow\"},{\"attributes\":{\"end\":{\"id\":\"3107\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.2059752873612872},\"x_start\":{\"value\":-3.2774886278562825},\"y_end\":{\"value\":2.4951455979228245},\"y_start\":{\"value\":2.509895409198146}},\"id\":\"3108\",\"type\":\"Arrow\"},{\"attributes\":{\"axis_label\":\"log\\u2081\\u2080 k\",\"formatter\":{\"id\":\"3318\"},\"ticker\":{\"id\":\"2979\"}},\"id\":\"2978\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3044\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3149\",\"type\":\"NormalHead\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"2986\"},{\"id\":\"2987\"},{\"id\":\"2988\"},{\"id\":\"2989\"},{\"id\":\"2990\"},{\"id\":\"2991\"}]},\"id\":\"2993\",\"type\":\"Toolbar\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3173\",\"type\":\"NormalHead\"},{\"attributes\":{\"fill_color\":\"#1f77b4\",\"level\":\"underlay\",\"line_alpha\":0,\"size\":7},\"id\":\"3194\",\"type\":\"NormalHead\"},{\"attributes\":{\"end\":{\"id\":\"3101\"},\"line_alpha\":{\"value\":0},\"source\":null,\"start\":null,\"x_end\":{\"value\":-3.206150508787053},\"x_start\":{\"value\":-3.2775999599423082},\"y_end\":{\"value\":2.8897029614263783},\"y_start\":{\"value\":2.9049672457399396}},\"id\":\"3102\",\"type\":\"Arrow\"}],\"root_ids\":[\"2969\"]},\"title\":\"Bokeh Application\",\"version\":\"2.0.2\"}};\n", " var render_items = [{\"docid\":\"7c358bb1-a7df-4a8d-9b8d-05a3e0bc854c\",\"root_ids\":[\"2969\"],\"roots\":{\"2969\":\"0519f31a-6c73-4574-8870-b061bedef45f\"}}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", "\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " var attempts = 0;\n", " var timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "2969" } }, "output_type": "display_data" } ], "source": [ "# Perform the Gillespie simulation\n", "pop = biocircuits.gillespie_ssa(\n", " propensity, update, population_0, time_points, args=tuple(params_ssa)\n", ")\n", "\n", "k, s = convert_to_conc(pop, params_ssa)\n", "\n", "# Make plot\n", "k_range = np.array([1e-4, 2])\n", "s_range = np.array([1e-2, 5000])\n", "\n", "# Make the plot\n", "p = plot_nullclines(k_range, s_range, params, log=True)\n", "\n", "p = biocircuits.phase_portrait(\n", " dk_dt,\n", " ds_dt,\n", " k_range,\n", " s_range,\n", " (params,),\n", " (params,),\n", " log=True,\n", " p=p,\n", ")\n", "p.line(np.log10(k), np.log10(s), level=\"underlay\", color=\"gray\")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The warning message and the broken line of the trajectory are due to some counts going identically to zero, which cannot be displayed on a log scale. In looking at the trajectory, we see that the system stays near the stable fixed point, but fluctuations due solely to small copy numbers are enough to occasionally send the system on a trajectory toward competence and then back to the stable fixed point." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Quieting things down\n", "\n", "We have seen that intrinsic noise occasionally kicks the competence circuit into long excursions in competence. Can we avoid competence if we can somehow quiet the noise?\n", "\n", "Remember that small copy numbers are a major source of noise. If we could make the copy numbers of the components of the competence circuit have higher copy numbers, we could reduce intrinsic noise. To accomplish this, Süel and coworkers used a ftsW mutant that fails to septate; that is, the cells do not divide. The result is long cells with high copy numbers.\n", "\n", "Indeed, when they did this experiment, Süel and coworkers found that cells in their movies were less likely to become competent the longer, and therefore less noisy, the cell was, as shown in the figure below, taken from the [2007 paper](https://doi.org/10.1126/science.1137455). The black curve is from experimental measurements and the gray curve from analysis of stochastic simulations similar to what we show in the next section of this notebook. Here, the y-axis represents the probability that a given cell will become competent before division.\n", "\n", "
\n", " \n", "![Suel ftsW mutant](figs/ftsW_less_noise.png)\n", " \n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tunable control of competence\n", "\n", "A given cell may go in to competence before it divides. This depends on the amount of time it takes to get kicked into competence by intrinsic noise. Once competent, the cell may remain competent for a short or a long time. This depends on the dynamics as it traverses the competent loop of the phase portrait.\n", "\n", "How can these two time scales, that is, the time scale to become competent and the time scale to return from competence, be tuned? Süel and coworkers found that these two time scales can be tuned *independently* by varying the constitutive expression of comK and comS, respectively, as parametrized by $\\alpha_k$ and $\\alpha_s$.\n", "\n", "This stands to reason. If we make more ComK (increase $\\alpha_k$), this pushes the circuit rightward in the phase portrait, into the competence loop. This results in shorter time to competence. \n", "\n", "ComS must be degraded to allows the MecA complex to degrade ComK. So, the faster a cell can get rid of ComS, the faster it can degrade ComK and return from competence. So, if we increase $\\alpha_s$, more ComS is around, and competence is prolonged.\n", "\n", "To study this quantitatively, we can take advantage of our ability to sample out of a probability distribution defined by a master equation. With samples, we can compute any quantity we like from them, including the amount of time before the circuit launches into competence and the amount of time it remains in competence. We need to modify some of the Gillespie simulation code to do this. First, we can code up the Gillespie draw, which is the same as in our lecture on the Gillespie SSA." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "@numba.njit\n", "def gillespie_draw(propensities, population, t, args):\n", " \"\"\"\n", " Draws a reaction and the time it took to do that reaction.\n", " \"\"\"\n", " # Update propensities\n", " propensity(propensities, population, t, *args)\n", "\n", " # Sum of propensities\n", " props_sum = np.sum(propensities)\n", "\n", " # Compute time\n", " time = np.random.exponential(1 / props_sum)\n", "\n", " # Draw reaction given propensities\n", " rxn = biocircuits.gillespie._sample_discrete(propensities, props_sum)\n", "\n", " return rxn, time" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With that in hand, we can code up a function that runs a Gillespie trajectory until competence is initialized ($k$ goes above a threshold). It records that time, and then continues the trajectory, stopping when competence is exited ($k$ goes below a threshold)." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "@numba.njit\n", "def competence_times(population_0, args, k_init=10000, k_back=7500, timeout=100000000.0):\n", " propensities = np.zeros(update.shape[0])\n", " population = population_0\n", " k = population[1]\n", " \n", " t = 0\n", " while t < timeout and k < k_init:\n", " event, dt = gillespie_draw(propensities, population, t, args)\n", " population += update[event, :]\n", " t += dt\n", " k = population[1]\n", " \n", " # Record time we entered competence\n", " t_init = t\n", " \n", " while t < timeout and k >= k_back:\n", " event, dt = gillespie_draw(propensities, population, t, args)\n", " population += update[event, :]\n", " t += dt\n", " k = population[1]\n", "\n", " # Record exit time of competence\n", " t_exit = t\n", " \n", " return t_init, t_exit" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we'll write a function to sample these times repeatedly. For each sample, we will first let the system settle around the stable fixed point in order to get an accurate value for the time to initiate competence. To do this, we will artificially expand the volume of the system using the parameter `omega`, since we already have seen that this reduces noise. We will then reset `omega` to its original level and draw the time scales of interest." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "def sample_competence_time(\n", " params_ssa,\n", " settle_time=504000,\n", " omega_scale=10,\n", " k_init=10000,\n", " k_back=7500,\n", " size=1,\n", " progress_bar=False,\n", "):\n", " t_init = np.empty(size)\n", " t_comp = np.empty(size)\n", "\n", " iterator = tqdm.tqdm(range(size)) if progress_bar else range(size)\n", " for i in iterator:\n", " params_ssa_small_omega = params_ssa._replace(\n", " omega=params_ssa.omega / omega_scale\n", " )\n", " population_0 = np.array([10, 100, 10, 400, 500, 0, 0], dtype=int)\n", " time_points = np.linspace(0, 504000, 3)\n", "\n", " pop = biocircuits.gillespie_ssa(\n", " propensity,\n", " update,\n", " population_0,\n", " time_points,\n", " args=tuple(params_ssa_small_omega),\n", " )\n", "\n", " population_0 = pop[0, -1, :]\n", " t_init[i], t_exit = competence_times(population_0, tuple(params_ssa))\n", "\n", " t_comp[i] = t_exit - t_init[i]\n", "\n", " return t_init, t_comp" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are now set to do our calculations. We will vary $\\alpha_k$ against the \"wild type\" $\\alpha_k$ value; that is $\\alpha_k / \\alpha_k^{\\text{wild type}}$. We will vary the ration $\\alpha_s / \\beta_s$. For both, we refer to the conections of the parameters for the discrete model compared to the continuous one. In practice, this means varying $k_1$ and $k_4$, respectively, for varying $\\alpha_k$ and $\\alpha_s$.\n", "\n", "We will draw 100 samples of these times for each set of parameter values. We will store them in a Pandas DataFrame for convenience. **Warning**: If you are running this notebook, the following cell takes about 30 minutes to run." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 6/6 [08:17<00:00, 82.90s/it]\n", "100%|██████████| 6/6 [16:42<00:00, 167.08s/it]\n" ] } ], "source": [ "alpha_k_ratio = [1, 1.6, 2.5, 4, 6.3, 10]\n", "alpha_s_ratio = [0.0, 0.02, 0.08, 0.15, 0.2, 0.25]\n", "results = {\n", " \"alpha_k_ratio\": [],\n", " \"alpha_s_ratio\": [],\n", " \"t_init\": [],\n", " \"t_comp\": [],\n", "}\n", "size = 100\n", "\n", "# Run calculations for varying alpha_k with alpha_s = 0\n", "for akr in tqdm.tqdm(alpha_k_ratio):\n", " params_ssa_new = params_ssa._replace(k1=params_ssa.k1 * akr)\n", " t_init, t_comp = sample_competence_time(params_ssa_new, size=size)\n", " results[\"alpha_k_ratio\"] += [akr] * size\n", " results[\"alpha_s_ratio\"] += [\n", " params_ssa.k4\n", " / params_ssa.k5\n", " * params_ssa.P_comS_const\n", " / params_ssa.P_comS\n", " ] * size\n", " results[\"t_init\"] = np.concatenate((results[\"t_init\"], t_init))\n", " results[\"t_comp\"] = np.concatenate((results[\"t_comp\"], t_comp))\n", "\n", "# Run calculations for varying alpha_s with alpha_k/alpha_k_wt = 1\n", "for asr in tqdm.tqdm(alpha_s_ratio):\n", " k4 = asr * params_ssa.k5 * params_ssa.P_comS / params_ssa.P_comS_const\n", " params_ssa_new = params_ssa._replace(k4=k4)\n", " t_init, t_comp = sample_competence_time(params_ssa_new, size=size)\n", " results[\"alpha_k_ratio\"] = np.concatenate(\n", " (results[\"alpha_k_ratio\"], [1] * size)\n", " )\n", " results[\"alpha_s_ratio\"] += [asr] * size\n", " results[\"t_init\"] = np.concatenate((results[\"t_init\"], t_init))\n", " results[\"t_comp\"] = np.concatenate((results[\"t_comp\"], t_comp))\n", "\n", "df = pd.DataFrame(results)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For each of plotting, we can convert the time units from seconds to hours." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "df['time to competence (hr)'] = df['t_init'] / 3600\n", "df['time competent (hr)'] = df['t_comp'] / 3600" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we will display the plots as ECDFs, a type plot we encountered when discussing copy numbers in cells in our introduction to noise." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", " \n", " var docs_json = {\"276bd099-7c0d-4fd7-b36d-dc787d9df682\":{\"roots\":{\"references\":[{\"attributes\":{\"children\":[{\"id\":\"5839\"},{\"id\":\"5837\"}]},\"id\":\"5840\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"4055\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f8a0b\"},\"line_width\":{\"value\":2},\"x\":{\"value\":677.0203612095289},\"y\":{\"value\":1}},\"id\":\"4930\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"5447\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4072\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"1.6\"},\"renderers\":[{\"id\":\"4059\"},{\"id\":\"4078\"},{\"id\":\"4098\"}]},\"id\":\"4074\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"5413\"}},\"id\":\"5417\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"4056\"},\"glyph\":{\"id\":\"4057\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4058\"},\"selection_glyph\":null,\"view\":{\"id\":\"4060\"}},\"id\":\"4059\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"4095\"}},\"id\":\"4099\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4448\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#00004e\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3454\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"0.15\"},\"renderers\":[{\"id\":\"4759\"},{\"id\":\"4790\"},{\"id\":\"4822\"}]},\"id\":\"4786\",\"type\":\"LegendItem\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#2d6cfd\"},\"line_width\":{\"value\":2},\"x\":{\"value\":14.000577293796619},\"y\":{\"value\":1}},\"id\":\"4369\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"4073\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4449\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5448\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#3396fd\"},\"line_width\":{\"value\":2},\"x\":{\"value\":8.002651687212213},\"y\":{\"value\":0}},\"id\":\"4452\",\"type\":\"Ray\"},{\"attributes\":{\"below\":[{\"id\":\"4550\"}],\"center\":[{\"id\":\"4553\"},{\"id\":\"4557\"},{\"id\":\"4584\"}],\"frame_height\":200,\"frame_width\":250,\"left\":[{\"id\":\"4554\"}],\"plot_height\":300,\"plot_width\":400,\"renderers\":[{\"id\":\"4575\"},{\"id\":\"4589\"},{\"id\":\"4603\"},{\"id\":\"4619\"},{\"id\":\"4638\"},{\"id\":\"4658\"},{\"id\":\"4680\"},{\"id\":\"4705\"},{\"id\":\"4731\"},{\"id\":\"4759\"},{\"id\":\"4790\"},{\"id\":\"4822\"},{\"id\":\"4856\"},{\"id\":\"4893\"},{\"id\":\"4931\"},{\"id\":\"4971\"},{\"id\":\"5014\"},{\"id\":\"5058\"}],\"title\":{\"id\":\"4578\"},\"toolbar\":{\"id\":\"4565\"},\"toolbar_location\":null,\"x_range\":{\"id\":\"3422\"},\"x_scale\":{\"id\":\"4546\"},\"y_range\":{\"id\":\"4544\"},\"y_scale\":{\"id\":\"4548\"}},\"id\":\"4541\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"DcPE63eJEkANw8Trd4kSQJBemCly7RRAkF6YKXLtFEDVfunG3uMhQNV+6cbe4yFAop7hAa73JECinuEBrvckQLiyQrW+/yVAuLJCtb7/JUB2bp42/xUnQHZunjb/FSdAXX99QT6+J0Bdf31BPr4nQKCQ+nGugylAoJD6ca6DKUDlKqcAyZIxQOUqpwDJkjFAfh0yg65xM0B+HTKDrnEzQB4JALt4mjNAHgkAu3iaM0BUI6qy1uwzQFQjqrLW7DNAVDZ6Xvp5NEBUNnpe+nk0QM1wZQw+yjVAzXBlDD7KNUAgAOfVXKI3QCAA59VcojdAqnIX77dZPUCqchfvt1k9QIM1bd7cZz5AgzVt3txnPkBairTt9c4+QFqKtO31zj5A7HLw6AykP0DscvDoDKQ/QDM6kaNrlkBAMzqRo2uWQEAF7lAD5RxCQAXuUAPlHEJAA3ZyFVhkQkADdnIVWGRCQL+PPhjUc0JAv48+GNRzQkCd6FxAsshCQJ3oXECyyEJA6soeGuEpREDqyh4a4SlEQJcmItrrLEZAlyYi2ussRkBjt9pHaoNHQGO32kdqg0dApgm9DsUTSECmCb0OxRNIQNAptpPMdUhA0Cm2k8x1SECDpOp7C1JJQIOk6nsLUklAbh51tpLMSUBuHnW2ksxJQNHE7CQoAEtA0cTsJCgAS0ALTl+qPhhLQAtOX6o+GEtAo1DXmu69S0CjUNea7r1LQIn+qltpnU1Aif6qW2mdTUCwSMFyyQtOQLBIwXLJC05AF6Q8L7mBUEAXpDwvuYFQQI30o6FikVBAjfSjoWKRUECoKPmXQHhRQKgo+ZdAeFFAJvl2Gt+LUUAm+XYa34tRQPDal4nqL1NA8NqXieovU0An1ABp24NTQCfUAGnbg1NA4lsa6l/6U0DiWxrqX/pTQA1oXtSR+1NADWhe1JH7U0C+c3k7XtJUQL5zeTte0lRAqzlhal+9VUCrOWFqX71VQD3I5LmE9lZAPcjkuYT2VkCEzRH+culXQITNEf5y6VdA6laX3X/fWEDqVpfdf99YQLUyRyy+pFlAtTJHLL6kWUAr0TalC3paQCvRNqULelpAJm3G/cTVXEAmbcb9xNVcQDSkvq3uZV1ANKS+re5lXUA//ttVVd9eQD/+21VV315AM7+wbJDvXkAzv7BskO9eQE1gDsY/i19ATWAOxj+LX0DD3pTILYxfQMPelMgtjF9AYgkdHAAGYUBiCR0cAAZhQBbWq9fKPGFAFtar18o8YUBLfimN1W1hQEt+KY3VbWFAfUtjnwBzYUB9S2OfAHNhQPq9m0kFk2FA+r2bSQWTYUClVGGdVIdkQKVUYZ1Uh2RAffsmLYnmZEB9+yYtieZkQBAdzXgzE2VAEB3NeDMTZUDwszQQMi1lQPCzNBAyLWVAJioDe+hCZUAmKgN76EJlQDVVNDioS2VANVU0OKhLZUA99NwtjlFlQD303C2OUWVA4HjfAfurZUDgeN8B+6tlQKDmfITY32VAoOZ8hNjfZUDOF0WTeoJmQM4XRZN6gmZASpPmNu+aZkBKk+Y275pmQINfA6okX2dAg18DqiRfZ0Bs1V7LyNdnQGzVXsvI12dAEYdw6drwZ0ARh3Dp2vBnQNKdy6LQlmhA0p3LotCWaECnlfOnVploQKeV86dWmWhAR4oAREdxaUBHigBER3FpQO3if+nU2GlA7eJ/6dTYaUD+TaEhsKJrQP5NoSGwomtAhVJVZz9dbECFUlVnP11sQJ64Pp/poGxAnrg+n+mgbECGkEOGlepsQIaQQ4aV6mxA/YI114jVbkD9gjXXiNVuQGEAZJplm3BAYQBkmmWbcEAg7kb96aBwQCDuRv3poHBApULCa0G4cEClQsJrQbhwQNhfuwangHFA2F+7BqeAcUCxFGqi5OtxQLEUaqLk63FAqtpMG/b7ckCq2kwb9vtyQNAYOTBbZXNA0Bg5MFtlc0CJ3+P8jJtzQInf4/yMm3NA71/HXbiddkDvX8dduJ12QG0nz/rE53hAbSfP+sTneECs88bXEy6AQKzzxtcTLoBAJvFXV2GNgUAm8VdXYY2BQCFVHEoVjIRAIVUcShWMhEBRQmWTTAmIQFFCZZNMCYhAKVpGHwkTjEApWkYfCROMQA==\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"5053\"},\"selection_policy\":{\"id\":\"5054\"}},\"id\":\"4968\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#0f0190\"},\"line_width\":{\"value\":2},\"x\":{\"value\":8.077186946619},\"y\":{\"value\":0}},\"id\":\"4076\",\"type\":\"Ray\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"gzdbZfnNFECDN1tl+c0UQAOP7QBgFRZAA4/tAGAVFkAjrlAtT2YeQCOuUC1PZh5A7Vpf9RSGI0DtWl/1FIYjQBQiQLhMJiRAFCJAuEwmJED+xxwB3WokQP7HHAHdaiRAL/TSr3GVJUAv9NKvcZUlQA9jOw8q3CZAD2M7DyrcJkB384rXXdooQHfzitdd2ihAUxqcBGwXK0BTGpwEbBcrQDSrphqkoitANKumGqSiK0Ca2kqOi6otQJraSo6Lqi1ANypzX/08L0A3KnNf/TwvQKg262h91jFAqDbraH3WMUDsA5rUcgU0QOwDmtRyBTRASrB4UFceNEBKsHhQVx40QLhbI5wohTRAuFsjnCiFNECEd3AjFbs1QIR3cCMVuzVA/UFFnNrJNUD9QUWc2sk1QL43YFa9YTZAvjdgVr1hNkAA0SjgymQ2QADRKODKZDZAJp9a5FUJN0Amn1rkVQk3QM+of4t2TzdAz6h/i3ZPN0B6TrAORAE5QHpOsA5EATlAxc6AmZQGOUDFzoCZlAY5QEVTeEQY/jlARVN4RBj+OUBKmAwB5KY6QEqYDAHkpjpAyWJPT9kzO0DJYk9P2TM7QMhlHdep4DtAyGUd16ngO0CQ48KJVXU8QJDjwolVdTxAjJKwujYnPkCMkrC6Nic+QPPmiJMebj5A8+aIkx5uPkBl7QSNbgdAQGXtBI1uB0BACqtYWaRmQEAKq1hZpGZAQETzqgJUaEBARPOqAlRoQECieAsp2pdAQKJ4Cynal0BAH9Hx818IQUAf0fHzXwhBQHBF3aZgRUFAcEXdpmBFQUCztnJjFphBQLO2cmMWmEFANS06BrXdQUA1LToGtd1BQFaMEV7YFkNAVowRXtgWQ0CE9EfHEb9EQIT0R8cRv0RAiUxrvtvlRECJTGu+2+VEQE31jNHWs0VATfWM0dazRUAAw8D3u1dGQADDwPe7V0ZAxYFrbWyJRkDFgWttbIlGQDumxnfiiUZAO6bGd+KJRkDOfjmCvtBGQM5+OYK+0EZAxj9an+z+RkDGP1qf7P5GQNS9PcbFcUlA1L09xsVxSUBHxXVye8tJQEfFdXJ7y0lARfUCHAFRSkBF9QIcAVFKQNYpptmj70pA1imm2aPvSkCCnrfH9/FKQIKet8f38UpAGiQHEamiS0AaJAcRqaJLQJvlDhGC2UtAm+UOEYLZS0CFv05LyntMQIW/TkvKe0xAgrmbYsrLTECCuZtiystMQG79lWPXL01Abv2VY9cvTUDncOHyg1xNQOdw4fKDXE1AvOGXUQpdTUC84ZdRCl1NQN5FL7vIMU5A3kUvu8gxTkCdTnCRTYZOQJ1OcJFNhk5A1HrfbTE+T0DUet9tMT5PQHdzDnJo309Ad3MOcmjfT0CK8qQKchtQQIrypApyG1BAm/O3dB8oUECb87d0HyhQQKzNJjVqJ1FArM0mNWonUUB5/lgSkNVRQHn+WBKQ1VFAWMlHNKv2UUBYyUc0q/ZRQB/KLx5R2VJAH8ovHlHZUkBc288d2IRTQFzbzx3YhFNAq1ti/E3zU0CrW2L8TfNTQD/FxXBakFRAP8XFcFqQVEDL9qmLsB9VQMv2qYuwH1VADkfYTHzBVUAOR9hMfMFVQEzbHWnfF1ZATNsdad8XVkBdLg+KIBxWQF0uD4ogHFZAVdHcu/zCV0BV0dy7/MJXQEM8Ub8kXVpAQzxRvyRdWkA5NjAk+T5bQDk2MCT5PltAqCj2Rya4W0CoKPZHJrhbQOKrQmcW+ltA4qtCZxb6W0BjAR9W8HtcQGMBH1bwe1xAaVlfeee2XEBpWV9557ZcQFaGDq0r7VxAVoYOrSvtXEDeYKVrCy1dQN5gpWsLLV1A4BPJ3IV+XUDgE8nchX5dQKdM7QgYrF1Ap0ztCBisXUB+kHVG0p9gQH6QdUbSn2BAYHYQE4aCYUBgdhAThoJhQGywvGQTY2JAbLC8ZBNjYkAJ++tsZ9lkQAn762xn2WRAfVR7tyk2Z0B9VHu3KTZnQNH8iyDvmGlA0fyLIO+YaUD61hMY4utpQPrWExji62lA3B6UWCEgakDcHpRYISBqQFReuL1EcGxAVF64vURwbECemExF9txsQJ6YTEX23GxAvtrAlUwKeEC+2sCVTAp4QA==\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"3533\"},\"selection_policy\":{\"id\":\"3534\"}},\"id\":\"3496\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"4451\"}},\"id\":\"4455\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4755\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#3396fd\"},\"line_width\":{\"value\":2},\"x\":{\"value\":8.002651687212213},\"y\":{\"value\":0}},\"id\":\"4453\",\"type\":\"Ray\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4539\"},\"selection_policy\":{\"id\":\"4540\"}},\"id\":\"4451\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#166a07\"},\"line_width\":{\"value\":2},\"x\":{\"value\":6.001476553074995},\"y\":{\"value\":0}},\"id\":\"4788\",\"type\":\"Ray\"},{\"attributes\":{\"label\":{\"value\":\"0.2\"},\"renderers\":[{\"id\":\"5416\"},{\"id\":\"5453\"},{\"id\":\"5491\"}]},\"id\":\"5449\",\"type\":\"LegendItem\"},{\"attributes\":{\"data_source\":{\"id\":\"4928\"},\"glyph\":{\"id\":\"4929\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4930\"},\"selection_glyph\":null,\"view\":{\"id\":\"4932\"}},\"id\":\"4931\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"5413\"},\"glyph\":{\"id\":\"5414\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5415\"},\"selection_glyph\":null,\"view\":{\"id\":\"5417\"}},\"id\":\"5416\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4054\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#2d6cfd\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4294\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"4451\"},\"glyph\":{\"id\":\"4452\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4453\"},\"selection_glyph\":null,\"view\":{\"id\":\"4455\"}},\"id\":\"4454\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"4853\"},\"glyph\":{\"id\":\"4854\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4855\"},\"selection_glyph\":null,\"view\":{\"id\":\"4857\"}},\"id\":\"4856\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"4056\"}},\"id\":\"4060\",\"type\":\"CDSView\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#3396fd\"},\"line_width\":{\"value\":2},\"x\":{\"value\":14.117790918740038},\"y\":{\"value\":1}},\"id\":\"4496\",\"type\":\"Ray\"},{\"attributes\":{\"line_color\":\"#0f0190\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3497\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"5176\"}},\"id\":\"5180\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"4227\"},\"glyph\":{\"id\":\"4228\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4229\"},\"selection_glyph\":null,\"view\":{\"id\":\"4231\"}},\"id\":\"4230\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5193\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"10.0\"},\"renderers\":[{\"id\":\"4411\"},{\"id\":\"4454\"},{\"id\":\"4498\"}]},\"id\":\"4450\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4194\"},\"selection_policy\":{\"id\":\"4195\"}},\"id\":\"4142\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5702\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#3396fd\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4410\",\"type\":\"Line\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5235\"},\"selection_policy\":{\"id\":\"5236\"}},\"id\":\"5195\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#2b3bf9\"},\"line_width\":{\"value\":2},\"x\":{\"value\":14.522871716874745},\"y\":{\"value\":1}},\"id\":\"4260\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"4003\",\"type\":\"HelpTool\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#2b3bf9\"},\"line_width\":{\"value\":2},\"x\":{\"value\":3.0030498577826985},\"y\":{\"value\":0}},\"id\":\"4229\",\"type\":\"Ray\"},{\"attributes\":{\"label\":{\"value\":\"0.02\"},\"renderers\":[{\"id\":\"5179\"},{\"id\":\"5198\"},{\"id\":\"5218\"}]},\"id\":\"5194\",\"type\":\"LegendItem\"},{\"attributes\":{\"data_source\":{\"id\":\"4408\"},\"glyph\":{\"id\":\"4409\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4410\"},\"selection_glyph\":null,\"view\":{\"id\":\"4412\"}},\"id\":\"4411\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#0c10d5\"},\"line_width\":{\"value\":2},\"x\":{\"value\":14.245531039600415},\"y\":{\"value\":1}},\"id\":\"4169\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"4539\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4195\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4224\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"4408\"}},\"id\":\"4412\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4225\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4407\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"4168\"}},\"id\":\"4172\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#2b3bf9\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4198\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"5176\"},\"glyph\":{\"id\":\"5177\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5178\"},\"selection_glyph\":null,\"view\":{\"id\":\"5180\"}},\"id\":\"5179\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5411\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"5146\"}},\"id\":\"5150\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"4142\"}},\"id\":\"4146\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"4572\"}},\"id\":\"4576\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4257\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4327\"},\"selection_policy\":{\"id\":\"4328\"}},\"id\":\"4259\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"5377\"},\"selection_policy\":{\"id\":\"5378\"}},\"id\":\"5316\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"DrnlLftjIEAOueUt+2MgQEk4N3iWmiBASTg3eJaaIEA33WvvqPsgQDfda++o+yBAOzJB9Y5wIUA7MkH1jnAhQEAMEp2IdiFAQAwSnYh2IUBUC0+H5oMhQFQLT4fmgyFAAiLgHdHPIUACIuAd0c8hQBGz+cTkAiJAEbP5xOQCIkDgAo8X9hIiQOACjxf2EiJADj1dYEIXIkAOPV1gQhciQEkEAMm5ISJASQQAybkhIkAUGXBAQ9UiQBQZcEBD1SJABnTJ/N/cIkAGdMn839wiQFAU6aaSDyNAUBTpppIPI0A8A5n/gRgjQDwDmf+BGCNAIEaA78MnI0AgRoDvwycjQFRjTI4YOSNAVGNMjhg5I0B9wlKjbIAjQH3CUqNsgCNA+o5ywBKwI0D6jnLAErAjQJyGK7VW6SNAnIYrtVbpI0AgFrqAuPQjQCAWuoC49CNAAVcXZiT9I0ABVxdmJP0jQEy10dOzCCRATLXR07MIJEDUvu0S7yckQNS+7RLvJyRA/ZyoxOE0JED9nKjE4TQkQMXhiqbSSyRAxeGKptJLJECWdhuLQ1QkQJZ2G4tDVCRACMb7lsVjJEAIxvuWxWMkQIWe7sS2dSRAhZ7uxLZ1JECT+0qtXXkkQJP7Sq1deSRAdtKj4rilJEB20qPiuKUkQFmQF0DWsSRAWZAXQNaxJEAwGuKNVeUkQDAa4o1V5SRA8A7LRezsJEDwDstF7OwkQFEEZm4XCSVAUQRmbhcJJUDa5ACCLRclQNrkAIItFyVAUwqE9EonJUBTCoT0SiclQPiGksBsMSVA+IaSwGwxJUAo3LtKbz8lQCjcu0pvPyVA72OQupFMJUDvY5C6kUwlQLvzOAIyTyVAu/M4AjJPJUDuKf4xxFIlQO4p/jHEUiVAjGydvFhUJUCMbJ28WFQlQAA7cbKEWSVAADtxsoRZJUBo26h6z2QlQGjbqHrPZCVAkz7SygpnJUCTPtLKCmclQOULwnoAaCVA5QvCegBoJUBwXPXN33slQHBc9c3feyVAcUX64W5/JUBxRfrhbn8lQBDgtkd/kCVAEOC2R3+QJUC/I28mcJclQL8jbyZwlyVAcvIbKq6rJUBy8hsqrqslQGmcD5Y7wCVAaZwPljvAJUC1jfwbSN4lQLWN/BtI3iVAyPx0qPvkJUDI/HSo++QlQMcZriMoDyZAxxmuIygPJkBN+Z1lTBQmQE35nWVMFCZAxXUq7NssJkDFdSrs2ywmQHFjrI3/PSZAcWOsjf89JkBJ5IrXzEYmQEnkitfMRiZAvhyVChJ0JkC+HJUKEnQmQCBW085QmyZAIFbTzlCbJkBET5e6GLYmQERPl7oYtiZAyRE2SCnTJkDJETZIKdMmQM82o9UE3CZAzzaj1QTcJkC55cCZwewmQLnlwJnB7CZAJ8i8HA/1JkAnyLwcD/UmQMPHiScQISdAw8eJJxAhJ0D/3VZVxCYnQP/dVlXEJidA6qp4vjlLJ0Dqqni+OUsnQERlldMgaidARGWV0yBqJ0DdjGC4s3EnQN2MYLizcSdAfm17fKC6J0B+bXt8oLonQKBvFw0GvSdAoG8XDQa9J0DBhnjyeswnQMGGePJ6zCdAQlrw1fjgJ0BCWvDV+OAnQHY7xzBk7idAdjvHMGTuJ0COYW7IvAIoQI5hbsi8AihAE20w0J4MKEATbTDQngwoQNxuRgtMXChA3G5GC0xcKECBnwBZnGsoQIGfAFmcayhAZBD3NL+nKEBkEPc0v6coQBwzj5HyuShAHDOPkfK5KEDJA/78EL8oQMkD/vwQvyhAZDV7rpXoKEBkNXuulegoQOnlt+FdHClA6eW34V0cKUCjd3LOYh0pQKN3cs5iHSlAv76lt4ogKUC/vqW3iiApQJjihsyfJylAmOKGzJ8nKUDux4JqTT0pQO7HgmpNPSlAgWXu6CZEKUCBZe7oJkQpQKJ/9ovvZilAon/2i+9mKUCzD0TLuG4pQLMPRMu4bilA3QNEcNKSKUDdA0Rw0pIpQKAjWiGJ9ylAoCNaIYn3KUDSOTxoyfopQNI5PGjJ+ilA0VVG4g6CKkDRVUbiDoIqQJjYiC/6BytAmNiIL/oHK0Cx4E9ZQt8rQLHgT1lC3ytADfTDqksALEAN9MOqSwAsQA==\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"4366\"},\"selection_policy\":{\"id\":\"4367\"}},\"id\":\"4293\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5175\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#082f04\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4617\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#1f8a0b\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4854\",\"type\":\"Line\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4224\"},\"selection_policy\":{\"id\":\"4225\"}},\"id\":\"4168\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5174\",\"type\":\"Selection\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#0c10d5\"},\"line_width\":{\"value\":2},\"x\":{\"value\":14.245531039600415},\"y\":{\"value\":1}},\"id\":\"4170\",\"type\":\"Ray\"},{\"attributes\":{\"axis\":{\"id\":\"4554\"},\"dimension\":1,\"ticker\":null},\"id\":\"4557\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"4368\"}},\"id\":\"4372\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4166\",\"type\":\"Selection\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#0c10d5\"},\"line_width\":{\"value\":2},\"x\":{\"value\":5.899337909411734},\"y\":{\"value\":0}},\"id\":\"4144\",\"type\":\"Ray\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"5286\"},\"selection_policy\":{\"id\":\"5287\"}},\"id\":\"5237\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5192\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5835\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"4227\"}},\"id\":\"4231\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"5146\"},\"glyph\":{\"id\":\"5147\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5148\"},\"selection_glyph\":null,\"view\":{\"id\":\"5150\"}},\"id\":\"5149\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4291\"},\"selection_policy\":{\"id\":\"4292\"}},\"id\":\"4227\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4754\"},\"selection_policy\":{\"id\":\"4755\"}},\"id\":\"4702\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4167\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"4168\"},\"glyph\":{\"id\":\"4169\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4170\"},\"selection_glyph\":null,\"view\":{\"id\":\"4172\"}},\"id\":\"4171\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4632\"},\"selection_policy\":{\"id\":\"4633\"}},\"id\":\"4600\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#082f04\"},\"line_width\":{\"value\":2},\"x\":{\"value\":7.764788277753857},\"y\":{\"value\":0}},\"id\":\"5196\",\"type\":\"Ray\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f8a0b\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5415\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"5613\"},\"selection_policy\":{\"id\":\"5614\"}},\"id\":\"5528\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"4196\"},\"glyph\":{\"id\":\"4197\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4198\"},\"selection_glyph\":null,\"view\":{\"id\":\"4200\"}},\"id\":\"4199\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"4142\"},\"glyph\":{\"id\":\"4143\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4144\"},\"selection_glyph\":null,\"view\":{\"id\":\"4146\"}},\"id\":\"4145\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"4728\"}},\"id\":\"4732\",\"type\":\"CDSView\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#082f04\"},\"line_width\":{\"value\":2},\"x\":{\"value\":7.764788277753857},\"y\":{\"value\":0}},\"id\":\"5197\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"4194\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4406\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"5195\"},\"glyph\":{\"id\":\"5196\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5197\"},\"selection_glyph\":null,\"view\":{\"id\":\"5199\"}},\"id\":\"5198\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#2b3bf9\"},\"line_width\":{\"value\":2},\"x\":{\"value\":3.0030498577826985},\"y\":{\"value\":0}},\"id\":\"4228\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"3533\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"4.0\"},\"renderers\":[{\"id\":\"4199\"},{\"id\":\"4230\"},{\"id\":\"4262\"}]},\"id\":\"4226\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"4196\"}},\"id\":\"4200\",\"type\":\"CDSView\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#00004e\"},\"line_width\":{\"value\":2},\"x\":{\"value\":7.463267260634716},\"y\":{\"value\":0}},\"id\":\"4028\",\"type\":\"Ray\"},{\"attributes\":{\"source\":{\"id\":\"4117\"}},\"id\":\"4121\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#1f8a0b\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5414\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3534\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#27ab0f\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4969\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"4853\"}},\"id\":\"4857\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"4787\"}},\"id\":\"4791\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"0.02\"},\"renderers\":[{\"id\":\"4619\"},{\"id\":\"4638\"},{\"id\":\"4658\"}]},\"id\":\"4634\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5411\"},\"selection_policy\":{\"id\":\"5412\"}},\"id\":\"5347\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"4117\"},\"glyph\":{\"id\":\"4118\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4119\"},\"selection_glyph\":null,\"view\":{\"id\":\"4121\"}},\"id\":\"4120\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5344\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"AAAAAAAAAAB7FK5H4XqEP3sUrkfheoQ/exSuR+F6lD97FK5H4XqUP7gehetRuJ4/uB6F61G4nj97FK5H4XqkP3sUrkfheqQ/mpmZmZmZqT+amZmZmZmpP7gehetRuK4/uB6F61G4rj/sUbgeheuxP+xRuB6F67E/exSuR+F6tD97FK5H4Xq0PwrXo3A9Crc/CtejcD0Ktz+amZmZmZm5P5qZmZmZmbk/KVyPwvUovD8pXI/C9Si8P7gehetRuL4/uB6F61G4vj+kcD0K16PAP6RwPQrXo8A/7FG4HoXrwT/sUbgehevBPzMzMzMzM8M/MzMzMzMzwz97FK5H4XrEP3sUrkfhesQ/w/UoXI/CxT/D9Shcj8LFPwrXo3A9Csc/CtejcD0Kxz9SuB6F61HIP1K4HoXrUcg/mpmZmZmZyT+amZmZmZnJP+F6FK5H4co/4XoUrkfhyj8pXI/C9SjMPylcj8L1KMw/cT0K16NwzT9xPQrXo3DNP7gehetRuM4/uB6F61G4zj8AAAAAAADQPwAAAAAAANA/pHA9Ctej0D+kcD0K16PQP0jhehSuR9E/SOF6FK5H0T/sUbgehevRP+xRuB6F69E/j8L1KFyP0j+PwvUoXI/SPzMzMzMzM9M/MzMzMzMz0z/Xo3A9CtfTP9ejcD0K19M/exSuR+F61D97FK5H4XrUPx+F61G4HtU/H4XrUbge1T/D9Shcj8LVP8P1KFyPwtU/ZmZmZmZm1j9mZmZmZmbWPwrXo3A9Ctc/CtejcD0K1z+uR+F6FK7XP65H4XoUrtc/UrgehetR2D9SuB6F61HYP/YoXI/C9dg/9ihcj8L12D+amZmZmZnZP5qZmZmZmdk/PQrXo3A92j89CtejcD3aP+F6FK5H4do/4XoUrkfh2j+F61G4HoXbP4XrUbgehds/KVyPwvUo3D8pXI/C9SjcP83MzMzMzNw/zczMzMzM3D9xPQrXo3DdP3E9CtejcN0/FK5H4XoU3j8UrkfhehTeP7gehetRuN4/uB6F61G43j9cj8L1KFzfP1yPwvUoXN8/AAAAAAAA4D8AAAAAAADgP1K4HoXrUeA/UrgehetR4D+kcD0K16PgP6RwPQrXo+A/9ihcj8L14D/2KFyPwvXgP0jhehSuR+E/SOF6FK5H4T+amZmZmZnhP5qZmZmZmeE/7FG4HoXr4T/sUbgehevhPz0K16NwPeI/PQrXo3A94j+PwvUoXI/iP4/C9Shcj+I/4XoUrkfh4j/hehSuR+HiPzMzMzMzM+M/MzMzMzMz4z+F61G4HoXjP4XrUbgeheM/16NwPQrX4z/Xo3A9CtfjPylcj8L1KOQ/KVyPwvUo5D97FK5H4XrkP3sUrkfheuQ/zczMzMzM5D/NzMzMzMzkPx+F61G4HuU/H4XrUbge5T9xPQrXo3DlP3E9CtejcOU/w/UoXI/C5T/D9Shcj8LlPxSuR+F6FOY/FK5H4XoU5j9mZmZmZmbmP2ZmZmZmZuY/uB6F61G45j+4HoXrUbjmPwrXo3A9Cuc/CtejcD0K5z9cj8L1KFznP1yPwvUoXOc/rkfhehSu5z+uR+F6FK7nPwAAAAAAAOg/AAAAAAAA6D9SuB6F61HoP1K4HoXrUeg/pHA9Ctej6D+kcD0K16PoP/YoXI/C9eg/9ihcj8L16D9I4XoUrkfpP0jhehSuR+k/mpmZmZmZ6T+amZmZmZnpP+xRuB6F6+k/7FG4HoXr6T89CtejcD3qPz0K16NwPeo/j8L1KFyP6j+PwvUoXI/qP+F6FK5H4eo/4XoUrkfh6j8zMzMzMzPrPzMzMzMzM+s/hetRuB6F6z+F61G4HoXrP9ejcD0K1+s/16NwPQrX6z8pXI/C9SjsPylcj8L1KOw/exSuR+F67D97FK5H4XrsP83MzMzMzOw/zczMzMzM7D8fhetRuB7tPx+F61G4Hu0/cT0K16Nw7T9xPQrXo3DtP8P1KFyPwu0/w/UoXI/C7T8UrkfhehTuPxSuR+F6FO4/ZmZmZmZm7j9mZmZmZmbuP7gehetRuO4/uB6F61G47j8K16NwPQrvPwrXo3A9Cu8/XI/C9Shc7z9cj8L1KFzvP65H4XoUru8/rkfhehSu7z8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"5213\"},\"selection_policy\":{\"id\":\"5214\"}},\"id\":\"5176\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5345\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4851\"},\"selection_policy\":{\"id\":\"4852\"}},\"id\":\"4787\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4633\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4699\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#0c10d5\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4118\",\"type\":\"Line\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#166a07\"},\"line_width\":{\"value\":2},\"x\":{\"value\":1037.2118822719874},\"y\":{\"value\":1}},\"id\":\"4821\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"5377\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"4787\"},\"glyph\":{\"id\":\"4788\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4789\"},\"selection_glyph\":null,\"view\":{\"id\":\"4791\"}},\"id\":\"4790\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"0.08\"},\"renderers\":[{\"id\":\"4680\"},{\"id\":\"4705\"},{\"id\":\"4731\"}]},\"id\":\"4701\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#00004e\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4013\",\"type\":\"Line\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#0e4c05\"},\"line_width\":{\"value\":2},\"x\":{\"value\":9.19017697779701},\"y\":{\"value\":0}},\"id\":\"5263\",\"type\":\"Ray\"},{\"attributes\":{\"data_source\":{\"id\":\"5316\"},\"glyph\":{\"id\":\"5317\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5318\"},\"selection_glyph\":null,\"view\":{\"id\":\"5320\"}},\"id\":\"5319\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"4819\"},\"glyph\":{\"id\":\"4820\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4821\"},\"selection_glyph\":null,\"view\":{\"id\":\"4823\"}},\"id\":\"4822\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4675\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#3396fd\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4409\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"5316\"}},\"id\":\"5320\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#166a07\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5317\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#0f0190\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4057\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"4093\"},\"selection_policy\":{\"id\":\"4094\"}},\"id\":\"4056\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5447\"},\"selection_policy\":{\"id\":\"5448\"}},\"id\":\"5379\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"5132\"},\"glyph\":{\"id\":\"5133\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5134\"},\"selection_glyph\":null,\"view\":{\"id\":\"5136\"}},\"id\":\"5135\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#0f0190\"},\"line_width\":{\"value\":2},\"x\":{\"value\":8.077186946619},\"y\":{\"value\":0}},\"id\":\"4077\",\"type\":\"Ray\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#082f04\"},\"line_width\":{\"value\":2},\"x\":{\"value\":9.06965899354425},\"y\":{\"value\":0}},\"id\":\"4636\",\"type\":\"Ray\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#166a07\"},\"line_width\":{\"value\":2},\"x\":{\"value\":6.001476553074995},\"y\":{\"value\":0}},\"id\":\"4789\",\"type\":\"Ray\"},{\"attributes\":{\"source\":{\"id\":\"5132\"}},\"id\":\"5136\",\"type\":\"CDSView\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#166a07\"},\"line_width\":{\"value\":2},\"x\":{\"value\":14.440755701160864},\"y\":{\"value\":0}},\"id\":\"5349\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"4754\",\"type\":\"Selection\"},{\"attributes\":{\"below\":[{\"id\":\"3430\"}],\"center\":[{\"id\":\"3433\"},{\"id\":\"3437\"},{\"id\":\"3464\"}],\"frame_height\":200,\"frame_width\":250,\"left\":[{\"id\":\"3434\"}],\"plot_height\":300,\"plot_width\":400,\"renderers\":[{\"id\":\"3455\"},{\"id\":\"3469\"},{\"id\":\"3483\"},{\"id\":\"3499\"},{\"id\":\"3518\"},{\"id\":\"3538\"},{\"id\":\"3560\"},{\"id\":\"3585\"},{\"id\":\"3611\"},{\"id\":\"3639\"},{\"id\":\"3670\"},{\"id\":\"3702\"},{\"id\":\"3736\"},{\"id\":\"3773\"},{\"id\":\"3811\"},{\"id\":\"3851\"},{\"id\":\"3894\"},{\"id\":\"3938\"}],\"title\":{\"id\":\"3458\"},\"toolbar\":{\"id\":\"3445\"},\"toolbar_location\":null,\"x_range\":{\"id\":\"3422\"},\"x_scale\":{\"id\":\"3426\"},\"y_range\":{\"id\":\"3424\"},\"y_scale\":{\"id\":\"3428\"}},\"id\":\"3421\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"below\":[{\"id\":\"5110\"}],\"center\":[{\"id\":\"5113\"},{\"id\":\"5117\"},{\"id\":\"5144\"}],\"frame_height\":200,\"frame_width\":250,\"left\":[{\"id\":\"5114\"}],\"plot_height\":300,\"plot_width\":400,\"renderers\":[{\"id\":\"5135\"},{\"id\":\"5149\"},{\"id\":\"5163\"},{\"id\":\"5179\"},{\"id\":\"5198\"},{\"id\":\"5218\"},{\"id\":\"5240\"},{\"id\":\"5265\"},{\"id\":\"5291\"},{\"id\":\"5319\"},{\"id\":\"5350\"},{\"id\":\"5382\"},{\"id\":\"5416\"},{\"id\":\"5453\"},{\"id\":\"5491\"},{\"id\":\"5531\"},{\"id\":\"5574\"},{\"id\":\"5618\"}],\"title\":{\"id\":\"5138\"},\"toolbar\":{\"id\":\"5125\"},\"toolbar_location\":null,\"x_range\":{\"id\":\"3982\"},\"x_scale\":{\"id\":\"5106\"},\"y_range\":{\"id\":\"5104\"},\"y_scale\":{\"id\":\"5108\"}},\"id\":\"5101\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#00004e\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4014\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"4026\"}},\"id\":\"4030\",\"type\":\"CDSView\"},{\"attributes\":{\"ticker\":null},\"id\":\"5139\",\"type\":\"LogTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"4166\"},\"selection_policy\":{\"id\":\"4167\"}},\"id\":\"4117\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5141\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"4851\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"0.0\"},\"renderers\":[{\"id\":\"5135\"},{\"id\":\"5149\"},{\"id\":\"5163\"}]},\"id\":\"5145\",\"type\":\"LegendItem\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#166a07\"},\"line_width\":{\"value\":2},\"x\":{\"value\":91.32032583638241},\"y\":{\"value\":1}},\"id\":\"5380\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"5378\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"5124\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#00004e\"},\"line_width\":{\"value\":2},\"x\":{\"value\":14.965856377583789},\"y\":{\"value\":1}},\"id\":\"4041\",\"type\":\"Ray\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"4726\"},\"selection_policy\":{\"id\":\"4727\"}},\"id\":\"4677\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"4756\"}},\"id\":\"4760\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5192\"},\"selection_policy\":{\"id\":\"5193\"}},\"id\":\"5160\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[400]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[400]}},\"selected\":{\"id\":\"4038\"},\"selection_policy\":{\"id\":\"4039\"}},\"id\":\"4012\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":\"\"},\"id\":\"5138\",\"type\":\"Title\"},{\"attributes\":{\"data_source\":{\"id\":\"5347\"},\"glyph\":{\"id\":\"5348\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5349\"},\"selection_glyph\":null,\"view\":{\"id\":\"5351\"}},\"id\":\"5350\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"4926\"},\"selection_policy\":{\"id\":\"4927\"}},\"id\":\"4853\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"5379\"}},\"id\":\"5383\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"4026\"},\"glyph\":{\"id\":\"4027\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4028\"},\"selection_glyph\":null,\"view\":{\"id\":\"4030\"}},\"id\":\"4029\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#001505\"},\"line_width\":{\"value\":2},\"x\":{\"value\":7.463267260634716},\"y\":{\"value\":0}},\"id\":\"5147\",\"type\":\"Ray\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#166a07\"},\"line_width\":{\"value\":2},\"x\":{\"value\":14.440755701160864},\"y\":{\"value\":0}},\"id\":\"5348\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"4852\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#166a07\"},\"line_width\":{\"value\":2},\"x\":{\"value\":1037.2118822719874},\"y\":{\"value\":1}},\"id\":\"4820\",\"type\":\"Ray\"},{\"attributes\":{\"label\":{\"value\":\"0.15\"},\"renderers\":[{\"id\":\"5319\"},{\"id\":\"5350\"},{\"id\":\"5382\"}]},\"id\":\"5346\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"5486\"},\"selection_policy\":{\"id\":\"5487\"}},\"id\":\"5413\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4818\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4887\"},\"selection_policy\":{\"id\":\"4888\"}},\"id\":\"4819\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"4819\"}},\"id\":\"4823\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4700\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4817\",\"type\":\"Selection\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#001505\"},\"line_width\":{\"value\":2},\"x\":{\"value\":7.463267260634716},\"y\":{\"value\":0}},\"id\":\"5148\",\"type\":\"Ray\"},{\"attributes\":{\"source\":{\"id\":\"5347\"}},\"id\":\"5351\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4039\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5174\"},\"selection_policy\":{\"id\":\"5175\"}},\"id\":\"5146\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4967\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"3579\"},\"selection_policy\":{\"id\":\"3580\"}},\"id\":\"3535\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"4004\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"data_source\":{\"id\":\"4012\"},\"glyph\":{\"id\":\"4013\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4014\"},\"selection_glyph\":null,\"view\":{\"id\":\"4016\"}},\"id\":\"4015\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#082f04\"},\"line_width\":{\"value\":2},\"x\":{\"value\":9.06965899354425},\"y\":{\"value\":0}},\"id\":\"4637\",\"type\":\"Ray\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#082f04\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5178\",\"type\":\"Line\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#0f0190\"},\"line_width\":{\"value\":2},\"x\":{\"value\":14.2937231409822},\"y\":{\"value\":1}},\"id\":\"4096\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"3979\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#082f04\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5177\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4887\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"4012\"}},\"id\":\"4016\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4115\"},\"selection_policy\":{\"id\":\"4116\"}},\"id\":\"4075\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f8a0b\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4855\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"0.2\"},\"renderers\":[{\"id\":\"4856\"},{\"id\":\"4893\"},{\"id\":\"4931\"}]},\"id\":\"4889\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[400]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[400]}},\"selected\":{\"id\":\"5158\"},\"selection_policy\":{\"id\":\"5159\"}},\"id\":\"5132\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4038\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5702\"},\"selection_policy\":{\"id\":\"5703\"}},\"id\":\"3935\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"5288\"}},\"id\":\"5292\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"AAAAAAAAAAB7FK5H4XqEP3sUrkfheoQ/exSuR+F6lD97FK5H4XqUP7gehetRuJ4/uB6F61G4nj97FK5H4XqkP3sUrkfheqQ/mpmZmZmZqT+amZmZmZmpP7gehetRuK4/uB6F61G4rj/sUbgeheuxP+xRuB6F67E/exSuR+F6tD97FK5H4Xq0PwrXo3A9Crc/CtejcD0Ktz+amZmZmZm5P5qZmZmZmbk/KVyPwvUovD8pXI/C9Si8P7gehetRuL4/uB6F61G4vj+kcD0K16PAP6RwPQrXo8A/7FG4HoXrwT/sUbgehevBPzMzMzMzM8M/MzMzMzMzwz97FK5H4XrEP3sUrkfhesQ/w/UoXI/CxT/D9Shcj8LFPwrXo3A9Csc/CtejcD0Kxz9SuB6F61HIP1K4HoXrUcg/mpmZmZmZyT+amZmZmZnJP+F6FK5H4co/4XoUrkfhyj8pXI/C9SjMPylcj8L1KMw/cT0K16NwzT9xPQrXo3DNP7gehetRuM4/uB6F61G4zj8AAAAAAADQPwAAAAAAANA/pHA9Ctej0D+kcD0K16PQP0jhehSuR9E/SOF6FK5H0T/sUbgehevRP+xRuB6F69E/j8L1KFyP0j+PwvUoXI/SPzMzMzMzM9M/MzMzMzMz0z/Xo3A9CtfTP9ejcD0K19M/exSuR+F61D97FK5H4XrUPx+F61G4HtU/H4XrUbge1T/D9Shcj8LVP8P1KFyPwtU/ZmZmZmZm1j9mZmZmZmbWPwrXo3A9Ctc/CtejcD0K1z+uR+F6FK7XP65H4XoUrtc/UrgehetR2D9SuB6F61HYP/YoXI/C9dg/9ihcj8L12D+amZmZmZnZP5qZmZmZmdk/PQrXo3A92j89CtejcD3aP+F6FK5H4do/4XoUrkfh2j+F61G4HoXbP4XrUbgehds/KVyPwvUo3D8pXI/C9SjcP83MzMzMzNw/zczMzMzM3D9xPQrXo3DdP3E9CtejcN0/FK5H4XoU3j8UrkfhehTeP7gehetRuN4/uB6F61G43j9cj8L1KFzfP1yPwvUoXN8/AAAAAAAA4D8AAAAAAADgP1K4HoXrUeA/UrgehetR4D+kcD0K16PgP6RwPQrXo+A/9ihcj8L14D/2KFyPwvXgP0jhehSuR+E/SOF6FK5H4T+amZmZmZnhP5qZmZmZmeE/7FG4HoXr4T/sUbgehevhPz0K16NwPeI/PQrXo3A94j+PwvUoXI/iP4/C9Shcj+I/4XoUrkfh4j/hehSuR+HiPzMzMzMzM+M/MzMzMzMz4z+F61G4HoXjP4XrUbgeheM/16NwPQrX4z/Xo3A9CtfjPylcj8L1KOQ/KVyPwvUo5D97FK5H4XrkP3sUrkfheuQ/zczMzMzM5D/NzMzMzMzkPx+F61G4HuU/H4XrUbge5T9xPQrXo3DlP3E9CtejcOU/w/UoXI/C5T/D9Shcj8LlPxSuR+F6FOY/FK5H4XoU5j9mZmZmZmbmP2ZmZmZmZuY/uB6F61G45j+4HoXrUbjmPwrXo3A9Cuc/CtejcD0K5z9cj8L1KFznP1yPwvUoXOc/rkfhehSu5z+uR+F6FK7nPwAAAAAAAOg/AAAAAAAA6D9SuB6F61HoP1K4HoXrUeg/pHA9Ctej6D+kcD0K16PoP/YoXI/C9eg/9ihcj8L16D9I4XoUrkfpP0jhehSuR+k/mpmZmZmZ6T+amZmZmZnpP+xRuB6F6+k/7FG4HoXr6T89CtejcD3qPz0K16NwPeo/j8L1KFyP6j+PwvUoXI/qP+F6FK5H4eo/4XoUrkfh6j8zMzMzMzPrPzMzMzMzM+s/hetRuB6F6z+F61G4HoXrP9ejcD0K1+s/16NwPQrX6z8pXI/C9SjsPylcj8L1KOw/exSuR+F67D97FK5H4XrsP83MzMzMzOw/zczMzMzM7D8fhetRuB7tPx+F61G4Hu0/cT0K16Nw7T9xPQrXo3DtP8P1KFyPwu0/w/UoXI/C7T8UrkfhehTuPxSuR+F6FO4/ZmZmZmZm7j9mZmZmZmbuP7gehetRuO4/uB6F61G47j8K16NwPQrvPwrXo3A9Cu8/XI/C9Shc7z9cj8L1KFzvP65H4XoUru8/rkfhehSu7z8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"3933\"},\"selection_policy\":{\"id\":\"3934\"}},\"id\":\"3848\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5115\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"4559\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"3891\"}},\"id\":\"3895\",\"type\":\"CDSView\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#001505\"},\"line_width\":{\"value\":2},\"x\":{\"value\":1555.476237719723},\"y\":{\"value\":1}},\"id\":\"4602\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"5314\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5344\"},\"selection_policy\":{\"id\":\"5345\"}},\"id\":\"5288\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"overlay\":{\"id\":\"4564\"}},\"id\":\"4560\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"3984\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"5119\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#3396fd\"},\"line_width\":{\"value\":2},\"x\":{\"value\":1.4166206293330894},\"y\":{\"value\":0}},\"id\":\"3893\",\"type\":\"Ray\"},{\"attributes\":{\"data_source\":{\"id\":\"5288\"},\"glyph\":{\"id\":\"5289\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5290\"},\"selection_glyph\":null,\"view\":{\"id\":\"5292\"}},\"id\":\"5291\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#166a07\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5318\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3934\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis_label\":\"ECDF\",\"formatter\":{\"id\":\"5141\"},\"ticker\":{\"id\":\"5115\"}},\"id\":\"5114\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"3808\"}},\"id\":\"3812\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"2.5\"},\"renderers\":[{\"id\":\"4120\"},{\"id\":\"4145\"},{\"id\":\"4171\"}]},\"id\":\"4141\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"5315\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5121\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"5286\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"3891\"},\"glyph\":{\"id\":\"3892\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3893\"},\"selection_glyph\":null,\"view\":{\"id\":\"3895\"}},\"id\":\"3894\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"5110\"},\"ticker\":null},\"id\":\"5113\",\"type\":\"Grid\"},{\"attributes\":{\"overlay\":{\"id\":\"5124\"}},\"id\":\"5120\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5659\"},\"selection_policy\":{\"id\":\"5660\"}},\"id\":\"5571\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5158\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4561\",\"type\":\"SaveTool\"},{\"attributes\":{\"toolbars\":[{\"id\":\"3445\"},{\"id\":\"4005\"},{\"id\":\"4565\"},{\"id\":\"5125\"}],\"tools\":[{\"id\":\"3438\"},{\"id\":\"3439\"},{\"id\":\"3440\"},{\"id\":\"3441\"},{\"id\":\"3442\"},{\"id\":\"3443\"},{\"id\":\"3998\"},{\"id\":\"3999\"},{\"id\":\"4000\"},{\"id\":\"4001\"},{\"id\":\"4002\"},{\"id\":\"4003\"},{\"id\":\"4558\"},{\"id\":\"4559\"},{\"id\":\"4560\"},{\"id\":\"4561\"},{\"id\":\"4562\"},{\"id\":\"4563\"},{\"id\":\"5118\"},{\"id\":\"5119\"},{\"id\":\"5120\"},{\"id\":\"5121\"},{\"id\":\"5122\"},{\"id\":\"5123\"}]},\"id\":\"5838\",\"type\":\"ProxyToolbar\"},{\"attributes\":{\"line_color\":\"#0e4c05\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5238\",\"type\":\"Line\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#0e4c05\"},\"line_width\":{\"value\":2},\"x\":{\"value\":50.75650281058815},\"y\":{\"value\":1}},\"id\":\"5290\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"5118\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"4888\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"5114\"},\"dimension\":1,\"ticker\":null},\"id\":\"5117\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"5791\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"3979\"},\"selection_policy\":{\"id\":\"3980\"}},\"id\":\"3891\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4139\",\"type\":\"Selection\"},{\"attributes\":{\"num_minor_ticks\":10},\"id\":\"5111\",\"type\":\"LogTicker\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#3396fd\"},\"line_width\":{\"value\":2},\"x\":{\"value\":6.258274118944848},\"y\":{\"value\":1}},\"id\":\"3936\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"5100\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4072\"},\"selection_policy\":{\"id\":\"4073\"}},\"id\":\"4040\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#0c10d5\"},\"line_width\":{\"value\":2},\"x\":{\"value\":5.899337909411734},\"y\":{\"value\":0}},\"id\":\"4143\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"3889\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5287\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis_label\":\"time competent (hr)\",\"formatter\":{\"id\":\"5139\"},\"ticker\":{\"id\":\"5111\"}},\"id\":\"5110\",\"type\":\"LogAxis\"},{\"attributes\":{\"end\":20000.0,\"start\":1},\"id\":\"3982\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"5159\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5099\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4140\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"4677\"},\"glyph\":{\"id\":\"4678\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4679\"},\"selection_glyph\":null,\"view\":{\"id\":\"4681\"}},\"id\":\"4680\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#3396fd\"},\"line_width\":{\"value\":2},\"x\":{\"value\":6.258274118944848},\"y\":{\"value\":1}},\"id\":\"3937\",\"type\":\"Ray\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4966\"},\"selection_policy\":{\"id\":\"4967\"}},\"id\":\"4890\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"3848\"}},\"id\":\"3852\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"4817\"},\"selection_policy\":{\"id\":\"4818\"}},\"id\":\"4756\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4558\",\"type\":\"PanTool\"},{\"attributes\":{\"line_color\":\"#0e4c05\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4678\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5108\",\"type\":\"LinearScale\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#1f8a0b\"},\"line_width\":{\"value\":2},\"x\":{\"value\":7.068646306708776},\"y\":{\"value\":0}},\"id\":\"4891\",\"type\":\"Ray\"},{\"attributes\":{\"label\":{\"value\":\"0.08\"},\"renderers\":[{\"id\":\"5240\"},{\"id\":\"5265\"},{\"id\":\"5291\"}]},\"id\":\"5261\",\"type\":\"LegendItem\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#0f0190\"},\"line_width\":{\"value\":2},\"x\":{\"value\":14.2937231409822},\"y\":{\"value\":1}},\"id\":\"4097\",\"type\":\"Ray\"},{\"attributes\":{\"source\":{\"id\":\"5262\"}},\"id\":\"5266\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4727\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"5262\"},\"glyph\":{\"id\":\"5263\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5264\"},\"selection_glyph\":null,\"view\":{\"id\":\"5266\"}},\"id\":\"5265\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#0e4c05\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5239\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5259\",\"type\":\"Selection\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#00004e\"},\"line_width\":{\"value\":2},\"x\":{\"value\":7.463267260634716},\"y\":{\"value\":0}},\"id\":\"4027\",\"type\":\"Ray\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#3396fd\"},\"line_width\":{\"value\":2},\"x\":{\"value\":1.4166206293330894},\"y\":{\"value\":0}},\"id\":\"3892\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"4926\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"5237\"},\"glyph\":{\"id\":\"5238\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5239\"},\"selection_glyph\":null,\"view\":{\"id\":\"5241\"}},\"id\":\"5240\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"5195\"}},\"id\":\"5199\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"10.0\"},\"renderers\":[{\"id\":\"3851\"},{\"id\":\"3894\"},{\"id\":\"3938\"}]},\"id\":\"3890\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#0e4c05\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4679\",\"type\":\"Line\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#082f04\"},\"line_width\":{\"value\":2},\"x\":{\"value\":23.99489426022725},\"y\":{\"value\":1}},\"id\":\"5217\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"5235\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"5215\"}},\"id\":\"5219\",\"type\":\"CDSView\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#0e4c05\"},\"line_width\":{\"value\":2},\"x\":{\"value\":50.75650281058815},\"y\":{\"value\":1}},\"id\":\"5289\",\"type\":\"Ray\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#0e4c05\"},\"line_width\":{\"value\":2},\"x\":{\"value\":9.19017697779701},\"y\":{\"value\":0}},\"id\":\"5264\",\"type\":\"Ray\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f8a0b\"},\"line_width\":{\"value\":2},\"x\":{\"value\":7.068646306708776},\"y\":{\"value\":0}},\"id\":\"4892\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"4093\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5314\"},\"selection_policy\":{\"id\":\"5315\"}},\"id\":\"5262\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"3935\"},\"glyph\":{\"id\":\"3936\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3937\"},\"selection_glyph\":null,\"view\":{\"id\":\"3939\"}},\"id\":\"3938\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"4095\"},\"glyph\":{\"id\":\"4096\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4097\"},\"selection_glyph\":null,\"view\":{\"id\":\"4099\"}},\"id\":\"4098\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4054\"},\"selection_policy\":{\"id\":\"4055\"}},\"id\":\"4026\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5260\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5236\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5259\"},\"selection_policy\":{\"id\":\"5260\"}},\"id\":\"5215\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"4257\"},\"selection_policy\":{\"id\":\"4258\"}},\"id\":\"4196\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"4600\"}},\"id\":\"4604\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"5237\"}},\"id\":\"5241\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"5215\"},\"glyph\":{\"id\":\"5216\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5217\"},\"selection_glyph\":null,\"view\":{\"id\":\"5219\"}},\"id\":\"5218\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3888\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4139\"},\"selection_policy\":{\"id\":\"4140\"}},\"id\":\"4095\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"click_policy\":\"hide\",\"items\":[{\"id\":\"4025\"},{\"id\":\"4074\"},{\"id\":\"4141\"},{\"id\":\"4226\"},{\"id\":\"4329\"},{\"id\":\"4450\"}],\"location\":\"bottom_right\",\"title\":\"\\u03b1k/\\u03b1k wt\"},\"id\":\"4024\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"5213\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"1.0\"},\"renderers\":[{\"id\":\"4015\"},{\"id\":\"4029\"},{\"id\":\"4043\"}]},\"id\":\"4025\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"4094\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#001505\"},\"line_width\":{\"value\":2},\"x\":{\"value\":14.965856377583789},\"y\":{\"value\":1}},\"id\":\"5162\",\"type\":\"Ray\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#082f04\"},\"line_width\":{\"value\":2},\"x\":{\"value\":23.99489426022725},\"y\":{\"value\":1}},\"id\":\"5216\",\"type\":\"Ray\"},{\"attributes\":{\"text\":\"\"},\"id\":\"4018\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"5214\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5054\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#0f0190\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4058\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"5615\"},\"glyph\":{\"id\":\"5616\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5617\"},\"selection_glyph\":null,\"view\":{\"id\":\"5619\"}},\"id\":\"5618\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5746\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"4040\"}},\"id\":\"4044\",\"type\":\"CDSView\"},{\"attributes\":{\"children\":[[{\"id\":\"3421\"},0,0],[{\"id\":\"3981\"},0,1],[{\"id\":\"4541\"},1,0],[{\"id\":\"5101\"},1,1]]},\"id\":\"5837\",\"type\":\"GridBox\"},{\"attributes\":{},\"id\":\"5747\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5099\"},\"selection_policy\":{\"id\":\"5100\"}},\"id\":\"5011\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3494\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5009\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"5055\"},\"glyph\":{\"id\":\"5056\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5057\"},\"selection_glyph\":null,\"view\":{\"id\":\"5059\"}},\"id\":\"5058\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#27ab0f\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5529\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#2d6cfd\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3734\",\"type\":\"Line\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#27ab0f\"},\"line_width\":{\"value\":2},\"x\":{\"value\":4.634246524700541},\"y\":{\"value\":0}},\"id\":\"5013\",\"type\":\"Ray\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#0f0190\"},\"line_width\":{\"value\":2},\"x\":{\"value\":384.643697503412},\"y\":{\"value\":1}},\"id\":\"3536\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"5053\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#0f0190\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3498\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5614\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"5055\"}},\"id\":\"5059\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#0c10d5\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3558\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"4968\"},\"glyph\":{\"id\":\"4969\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4970\"},\"selection_glyph\":null,\"view\":{\"id\":\"4972\"}},\"id\":\"4971\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4544\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data_source\":{\"id\":\"5571\"},\"glyph\":{\"id\":\"5572\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5573\"},\"selection_glyph\":null,\"view\":{\"id\":\"5575\"}},\"id\":\"5574\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#00004e\"},\"line_width\":{\"value\":2},\"x\":{\"value\":14.965856377583789},\"y\":{\"value\":1}},\"id\":\"4042\",\"type\":\"Ray\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#0e4c05\"},\"line_width\":{\"value\":2},\"x\":{\"value\":8.257322444678557},\"y\":{\"value\":0}},\"id\":\"4704\",\"type\":\"Ray\"},{\"attributes\":{\"line_color\":\"#166a07\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4757\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5613\",\"type\":\"Selection\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#00004e\"},\"line_width\":{\"value\":2},\"x\":{\"value\":1555.476237719723},\"y\":{\"value\":1}},\"id\":\"3482\",\"type\":\"Ray\"},{\"attributes\":{\"data_source\":{\"id\":\"3515\"},\"glyph\":{\"id\":\"3516\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3517\"},\"selection_glyph\":null,\"view\":{\"id\":\"3519\"}},\"id\":\"3518\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#27ab0f\"},\"line_width\":{\"value\":2},\"x\":{\"value\":898.3794541832223},\"y\":{\"value\":1}},\"id\":\"5057\",\"type\":\"Ray\"},{\"attributes\":{\"source\":{\"id\":\"4968\"}},\"id\":\"4972\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4676\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"0.25\"},\"renderers\":[{\"id\":\"4971\"},{\"id\":\"5014\"},{\"id\":\"5058\"}]},\"id\":\"5010\",\"type\":\"LegendItem\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#27ab0f\"},\"line_width\":{\"value\":2},\"x\":{\"value\":4.634246524700541},\"y\":{\"value\":0}},\"id\":\"5012\",\"type\":\"Ray\"},{\"attributes\":{\"source\":{\"id\":\"5615\"}},\"id\":\"5619\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5660\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"3480\"}},\"id\":\"3484\",\"type\":\"CDSView\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#27ab0f\"},\"line_width\":{\"value\":2},\"x\":{\"value\":898.3794541832223},\"y\":{\"value\":1}},\"id\":\"5056\",\"type\":\"Ray\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#27ab0f\"},\"line_width\":{\"value\":2},\"x\":{\"value\":15.950355019900275},\"y\":{\"value\":0}},\"id\":\"5573\",\"type\":\"Ray\"},{\"attributes\":{\"source\":{\"id\":\"4702\"}},\"id\":\"4706\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"4702\"},\"glyph\":{\"id\":\"4703\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4704\"},\"selection_glyph\":null,\"view\":{\"id\":\"4706\"}},\"id\":\"4705\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"3480\"},\"glyph\":{\"id\":\"3481\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3482\"},\"selection_glyph\":null,\"view\":{\"id\":\"3484\"}},\"id\":\"3483\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"5571\"}},\"id\":\"5575\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"5160\"}},\"id\":\"5164\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4021\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"5703\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"5160\"},\"glyph\":{\"id\":\"5161\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5162\"},\"selection_glyph\":null,\"view\":{\"id\":\"5164\"}},\"id\":\"5163\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"3697\"},\"selection_policy\":{\"id\":\"3698\"}},\"id\":\"3636\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3933\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"3515\"}},\"id\":\"3519\",\"type\":\"CDSView\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#27ab0f\"},\"line_width\":{\"value\":2},\"x\":{\"value\":1635.489233979112},\"y\":{\"value\":1}},\"id\":\"5616\",\"type\":\"Ray\"},{\"attributes\":{\"ticker\":null},\"id\":\"4019\",\"type\":\"LogTickFormatter\"},{\"attributes\":{\"data_source\":{\"id\":\"4040\"},\"glyph\":{\"id\":\"4041\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4042\"},\"selection_glyph\":null,\"view\":{\"id\":\"4044\"}},\"id\":\"4043\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#27ab0f\"},\"line_width\":{\"value\":2},\"x\":{\"value\":1635.489233979112},\"y\":{\"value\":1}},\"id\":\"5617\",\"type\":\"Ray\"},{\"attributes\":{\"source\":{\"id\":\"3935\"}},\"id\":\"3939\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3495\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"5011\"},\"glyph\":{\"id\":\"5012\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5013\"},\"selection_glyph\":null,\"view\":{\"id\":\"5015\"}},\"id\":\"5014\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5834\"},\"selection_policy\":{\"id\":\"5835\"}},\"id\":\"5615\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5008\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5659\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"5011\"}},\"id\":\"5015\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"3496\"},\"glyph\":{\"id\":\"3497\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3498\"},\"selection_glyph\":null,\"view\":{\"id\":\"3500\"}},\"id\":\"3499\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5790\"},\"selection_policy\":{\"id\":\"5791\"}},\"id\":\"5055\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#0f0190\"},\"line_width\":{\"value\":2},\"x\":{\"value\":5.20114668244594},\"y\":{\"value\":0}},\"id\":\"3517\",\"type\":\"Ray\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#2d6cfd\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3735\",\"type\":\"Line\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#001505\"},\"line_width\":{\"value\":2},\"x\":{\"value\":1555.476237719723},\"y\":{\"value\":1}},\"id\":\"4601\",\"type\":\"Ray\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[400]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[400]}},\"selected\":{\"id\":\"3478\"},\"selection_policy\":{\"id\":\"3479\"}},\"id\":\"3452\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4599\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"3555\"},\"selection_policy\":{\"id\":\"3556\"}},\"id\":\"3515\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#3396fd\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3849\",\"type\":\"Line\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#2b3bf9\"},\"line_width\":{\"value\":2},\"x\":{\"value\":14.522871716874745},\"y\":{\"value\":1}},\"id\":\"4261\",\"type\":\"Ray\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4614\"},\"selection_policy\":{\"id\":\"4615\"}},\"id\":\"4586\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4327\",\"type\":\"Selection\"},{\"attributes\":{\"click_policy\":\"hide\",\"items\":[{\"id\":\"4585\"},{\"id\":\"4634\"},{\"id\":\"4701\"},{\"id\":\"4786\"},{\"id\":\"4889\"},{\"id\":\"5010\"}],\"location\":\"bottom_right\",\"title\":\"\\u03b1s/\\u03b2s\"},\"id\":\"4584\",\"type\":\"Legend\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#0c10d5\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3559\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4291\",\"type\":\"Selection\"},{\"attributes\":{\"text\":\"\"},\"id\":\"4578\",\"type\":\"Title\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#0f0190\"},\"line_width\":{\"value\":2},\"x\":{\"value\":5.20114668244594},\"y\":{\"value\":0}},\"id\":\"3516\",\"type\":\"Ray\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#0c10d5\"},\"line_width\":{\"value\":2},\"x\":{\"value\":2.7800981837626098},\"y\":{\"value\":0}},\"id\":\"3583\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"3732\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4598\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"3767\"},\"selection_policy\":{\"id\":\"3768\"}},\"id\":\"3699\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5008\"},\"selection_policy\":{\"id\":\"5009\"}},\"id\":\"4928\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4966\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[400]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[400]}},\"selected\":{\"id\":\"4598\"},\"selection_policy\":{\"id\":\"4599\"}},\"id\":\"4572\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3634\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"3608\"},\"glyph\":{\"id\":\"3609\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3610\"},\"selection_glyph\":null,\"view\":{\"id\":\"3612\"}},\"id\":\"3611\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3606\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"1.6\"},\"renderers\":[{\"id\":\"3499\"},{\"id\":\"3518\"},{\"id\":\"3538\"}]},\"id\":\"3514\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"J0r2V6ojIkAnSvZXqiMiQEVahNv4ADBARVqE2/gAMEATOyV5AVUwQBM7JXkBVTBAvp2aykWZMkC+nZrKRZkyQL0S6DpEzzJAvRLoOkTPMkA5e6N4POgzQDl7o3g86DNATCr9z65iOkBMKv3PrmI6QK3LXb9DwjxArctdv0PCPEDgrdq4kLpAQOCt2riQukBAtsE0tq00QkC2wTS2rTRCQFoe0lHR1UNAWh7SUdHVQ0CJjpleF4hFQImOmV4XiEVANJXua/ShRUA0le5r9KFFQKC25eo6h0ZAoLbl6jqHRkAyoxOvGsNIQDKjE68aw0hAaHLO7vtvSkBocs7u+29KQEum8Yo2Dk5AS6bxijYOTkDkjpLPvupOQOSOks++6k5AzqVQSVZlT0DOpVBJVmVPQFl8MyhssU9AWXwzKGyxT0Dwz7SHk1xQQPDPtIeTXFBAVDT5Q/1fUEBUNPlD/V9QQDOV4W9svFBAM5Xhb2y8UECWKlQVvYpSQJYqVBW9ilJAMwtotxF4U0AzC2i3EXhTQMza4vJJwVRAzNri8knBVEDV0uCHfIhWQNXS4Id8iFZAzI3pDa3tVkDMjekNre1WQDDcKH1IzVlAMNwofUjNWUC9NFylFuRZQL00XKUW5FlAbY03ZtpZXEBtjTdm2llcQIPSqfaCjV1Ag9Kp9oKNXUBB7IhB17deQEHsiEHXt15AwyMMtlBeX0DDIwy2UF5fQKM5ZGnIVmBAozlkachWYEAH+6u+tHZgQAf7q760dmBAbjdA3SfaYUBuN0DdJ9phQG0k0daE1mJAbSTR1oTWYkCS1w3aiWVjQJLXDdqJZWNAQ+OLfRqdY0BD44t9Gp1jQI/DQxe5zmNAj8NDF7nOY0BPiBkkd4NlQE+IGSR3g2VAogWMUOGJZkCiBYxQ4YlmQGHcz+S3kWZAYdzP5LeRZkAX0aFBophmQBfRoUGimGZAT6j12bQZZ0BPqPXZtBlnQHDMWwqY1WhAcMxbCpjVaEA95CxHrbRpQD3kLEettGlAg4xH2rjIaUCDjEfauMhpQCnw4NKDPmpAKfDg0oM+akAiqmMQUeNqQCKqYxBR42pAOrRj1/vtakA6tGPX++1qQPoGYrRpuWtA+gZitGm5a0BqvjjMCt1tQGq+OMwK3W1A2Nje3zTzbUDY2N7fNPNtQJ776sAit25AnvvqwCK3bkDUC+Kki/hvQNQL4qSL+G9AWaINCwvzcEBZog0LC/NwQC+0T6YPMHFAL7RPpg8wcUDBf/iYyXRxQMF/+JjJdHFAN4PP+uT/cUA3g8/65P9xQNpa55OZHnJA2lrnk5keckDFNX9vSl9yQMU1f29KX3JA4UDjcOeyckDhQONw57JyQMMLXoEAuHNAwwtegQC4c0B2xIC/kN9zQHbEgL+Q33NAAc0mADYedEABzSYANh50QKPKrRUqS3RAo8qtFSpLdEDueXM3c1B0QO55czdzUHRAB8dIZWaydEAHx0hlZrJ0QMkaq9bFhHVAyRqr1sWEdUDFsEdmiup2QMWwR2aK6nZAGc6w1OKwd0AZzrDU4rB3QBfQ3uPObnhAF9De485ueEDI3FTlVHl5QMjcVOVUeXlABcuVCtSuekAFy5UK1K56QOUaNtOcLXtA5Ro205wte0Cfw5yv8gp8QJ/DnK/yCnxAD6r0zHVcfEAPqvTMdVx8QKZ9Jqq4XXxApn0mqrhdfEB2MADaRn98QHYwANpGf3xAEJ0/3xCwf0AQnT/fELB/QCJlNrHE439AImU2scTjf0CvXz4dEy+AQK9fPh0TL4BAJ3/qH58+gEAnf+ofnz6AQPGVSuLuQYBA8ZVK4u5BgEAi/mNnfMyAQCL+Y2d8zIBADlRmUNT2gEAOVGZQ1PaAQHYs9no9VoFAdiz2ej1WgUDJ3CJgqhaDQMncImCqFoNADX9fre7Jg0ANf1+t7smDQA2o64xzyoNADajrjHPKg0B2Jp5eOPCIQHYmnl448IhAfglA+ySLikB+CUD7JIuKQDrXAm8lOItAOtcCbyU4i0Ca1uEb/hqMQJrW4Rv+GoxAh8y1x4ZXjECHzLXHhleMQFGw1TeIn45AUbDVN4ifjkBqHj8XeiuRQGoePxd6K5FA7hQK4y/Nk0DuFArjL82TQA==\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"4653\"},\"selection_policy\":{\"id\":\"4654\"}},\"id\":\"4616\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"4.0\"},\"renderers\":[{\"id\":\"3639\"},{\"id\":\"3670\"},{\"id\":\"3702\"}]},\"id\":\"3666\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#082f04\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4618\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4328\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#0c10d5\"},\"line_width\":{\"value\":2},\"x\":{\"value\":104.14873166803517},\"y\":{\"value\":1}},\"id\":\"3609\",\"type\":\"Ray\"},{\"attributes\":{\"num_minor_ticks\":10},\"id\":\"3431\",\"type\":\"LogTicker\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#001505\"},\"line_width\":{\"value\":2},\"x\":{\"value\":8.557929731067002},\"y\":{\"value\":0}},\"id\":\"4587\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"3980\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"3664\"},\"selection_policy\":{\"id\":\"3665\"}},\"id\":\"3608\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"4564\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"source\":{\"id\":\"3699\"}},\"id\":\"3703\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4632\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"3582\"},\"glyph\":{\"id\":\"3583\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3584\"},\"selection_glyph\":null,\"view\":{\"id\":\"3586\"}},\"id\":\"3585\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"3636\"}},\"id\":\"3640\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"3731\"},\"selection_policy\":{\"id\":\"3732\"}},\"id\":\"3667\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"3535\"},\"glyph\":{\"id\":\"3536\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3537\"},\"selection_glyph\":null,\"view\":{\"id\":\"3539\"}},\"id\":\"3538\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#2b3bf9\"},\"line_width\":{\"value\":2},\"x\":{\"value\":2.7582414616542987},\"y\":{\"value\":0}},\"id\":\"3669\",\"type\":\"Ray\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#001505\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4574\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"5379\"},\"glyph\":{\"id\":\"5380\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5381\"},\"selection_glyph\":null,\"view\":{\"id\":\"5383\"}},\"id\":\"5382\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#2b3bf9\"},\"line_width\":{\"value\":2},\"x\":{\"value\":33.02709068114189},\"y\":{\"value\":1}},\"id\":\"3700\",\"type\":\"Ray\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#001505\"},\"line_width\":{\"value\":2},\"x\":{\"value\":8.557929731067002},\"y\":{\"value\":0}},\"id\":\"4588\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"4258\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3697\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#00004e\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3453\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"4586\"}},\"id\":\"4590\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"3496\"}},\"id\":\"3500\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#001505\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4573\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3607\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3635\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3580\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"3699\"},\"glyph\":{\"id\":\"3700\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3701\"},\"selection_glyph\":null,\"view\":{\"id\":\"3703\"}},\"id\":\"3702\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"4259\"},\"glyph\":{\"id\":\"4260\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4261\"},\"selection_glyph\":null,\"view\":{\"id\":\"4263\"}},\"id\":\"4262\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"4586\"},\"glyph\":{\"id\":\"4587\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4588\"},\"selection_glyph\":null,\"view\":{\"id\":\"4590\"}},\"id\":\"4589\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3579\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4785\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#0f0190\"},\"line_width\":{\"value\":2},\"x\":{\"value\":384.643697503412},\"y\":{\"value\":1}},\"id\":\"3537\",\"type\":\"Ray\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#2b3bf9\"},\"line_width\":{\"value\":2},\"x\":{\"value\":2.7582414616542987},\"y\":{\"value\":0}},\"id\":\"3668\",\"type\":\"Ray\"},{\"attributes\":{\"data_source\":{\"id\":\"3667\"},\"glyph\":{\"id\":\"3668\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3669\"},\"selection_glyph\":null,\"view\":{\"id\":\"3671\"}},\"id\":\"3670\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"4259\"}},\"id\":\"4263\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"4293\"},\"glyph\":{\"id\":\"4294\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4295\"},\"selection_glyph\":null,\"view\":{\"id\":\"4297\"}},\"id\":\"4296\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"click_policy\":\"hide\",\"items\":[{\"id\":\"5145\"},{\"id\":\"5194\"},{\"id\":\"5261\"},{\"id\":\"5346\"},{\"id\":\"5449\"},{\"id\":\"5570\"}],\"location\":\"bottom_right\",\"title\":\"\\u03b1s/\\u03b2s\"},\"id\":\"5144\",\"type\":\"Legend\"},{\"attributes\":{\"source\":{\"id\":\"3608\"}},\"id\":\"3612\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"3636\"},\"glyph\":{\"id\":\"3637\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3638\"},\"selection_glyph\":null,\"view\":{\"id\":\"3640\"}},\"id\":\"3639\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"2.5\"},\"renderers\":[{\"id\":\"3560\"},{\"id\":\"3585\"},{\"id\":\"3611\"}]},\"id\":\"3581\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"6.3\"},\"renderers\":[{\"id\":\"4296\"},{\"id\":\"4333\"},{\"id\":\"4371\"}]},\"id\":\"4329\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"0.0\"},\"renderers\":[{\"id\":\"4575\"},{\"id\":\"4589\"},{\"id\":\"4603\"}]},\"id\":\"4585\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#001505\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5133\",\"type\":\"Line\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"3634\"},\"selection_policy\":{\"id\":\"3635\"}},\"id\":\"3582\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"4928\"}},\"id\":\"4932\",\"type\":\"CDSView\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#166a07\"},\"line_width\":{\"value\":2},\"x\":{\"value\":91.32032583638241},\"y\":{\"value\":1}},\"id\":\"5381\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"3664\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#2d6cfd\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4295\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"3535\"}},\"id\":\"3539\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#2b3bf9\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3638\",\"type\":\"Line\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4675\"},\"selection_policy\":{\"id\":\"4676\"}},\"id\":\"4635\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"3806\"},\"selection_policy\":{\"id\":\"3807\"}},\"id\":\"3733\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3512\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3555\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4784\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"3557\"}},\"id\":\"3561\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4581\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"3513\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3665\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"4293\"}},\"id\":\"4297\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4292\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3556\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4927\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#27ab0f\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4970\",\"type\":\"Line\"},{\"attributes\":{\"ticker\":null},\"id\":\"4579\",\"type\":\"LogTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"4493\"},\"selection_policy\":{\"id\":\"4494\"}},\"id\":\"4408\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#001505\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5134\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3731\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"3667\"}},\"id\":\"3671\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"3582\"}},\"id\":\"3586\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3698\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#0c10d5\"},\"line_width\":{\"value\":2},\"x\":{\"value\":2.7800981837626098},\"y\":{\"value\":0}},\"id\":\"3584\",\"type\":\"Ray\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#0c10d5\"},\"line_width\":{\"value\":2},\"x\":{\"value\":104.14873166803517},\"y\":{\"value\":1}},\"id\":\"3610\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"5412\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"4728\"},\"glyph\":{\"id\":\"4729\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4730\"},\"selection_glyph\":null,\"view\":{\"id\":\"4732\"}},\"id\":\"4731\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#2b3bf9\"},\"line_width\":{\"value\":2},\"x\":{\"value\":33.02709068114189},\"y\":{\"value\":1}},\"id\":\"3701\",\"type\":\"Ray\"},{\"attributes\":{\"data_source\":{\"id\":\"3557\"},\"glyph\":{\"id\":\"3558\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3559\"},\"selection_glyph\":null,\"view\":{\"id\":\"3561\"}},\"id\":\"3560\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"3430\"},\"ticker\":null},\"id\":\"3433\",\"type\":\"Grid\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#2d6cfd\"},\"line_width\":{\"value\":2},\"x\":{\"value\":8.195275720875113},\"y\":{\"value\":0}},\"id\":\"4331\",\"type\":\"Ray\"},{\"attributes\":{\"axis_label\":\"ECDF\",\"formatter\":{\"id\":\"3461\"},\"ticker\":{\"id\":\"3435\"}},\"id\":\"3434\",\"type\":\"LinearAxis\"},{\"attributes\":{\"num_minor_ticks\":10},\"id\":\"3991\",\"type\":\"LogTicker\"},{\"attributes\":{},\"id\":\"4540\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5487\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3441\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"4653\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"3512\"},\"selection_policy\":{\"id\":\"3513\"}},\"id\":\"3480\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"4677\"}},\"id\":\"4681\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"3733\"}},\"id\":\"3737\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5486\",\"type\":\"Selection\"},{\"attributes\":{\"toolbar\":{\"id\":\"5838\"},\"toolbar_location\":\"above\"},\"id\":\"5839\",\"type\":\"ToolbarBox\"},{\"attributes\":{},\"id\":\"3999\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#3396fd\"},\"line_width\":{\"value\":2},\"x\":{\"value\":14.117790918740038},\"y\":{\"value\":1}},\"id\":\"4497\",\"type\":\"Ray\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4699\"},\"selection_policy\":{\"id\":\"4700\"}},\"id\":\"4655\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"formatter\":{\"id\":\"3459\"},\"ticker\":{\"id\":\"3431\"}},\"id\":\"3430\",\"type\":\"LogAxis\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#2d6cfd\"},\"line_width\":{\"value\":2},\"x\":{\"value\":2.1777708493453334},\"y\":{\"value\":0}},\"id\":\"3772\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"3424\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"3479\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#082f04\"},\"line_width\":{\"value\":2},\"x\":{\"value\":1267.2967645240092},\"y\":{\"value\":1}},\"id\":\"4656\",\"type\":\"Ray\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"5118\"},{\"id\":\"5119\"},{\"id\":\"5120\"},{\"id\":\"5121\"},{\"id\":\"5122\"},{\"id\":\"5123\"}]},\"id\":\"5125\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"4546\",\"type\":\"LogScale\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4448\"},\"selection_policy\":{\"id\":\"4449\"}},\"id\":\"4368\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#0e4c05\"},\"line_width\":{\"value\":2},\"x\":{\"value\":8.257322444678557},\"y\":{\"value\":0}},\"id\":\"4703\",\"type\":\"Ray\"},{\"attributes\":{\"line_color\":\"#2b3bf9\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3637\",\"type\":\"Line\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#1f8a0b\"},\"line_width\":{\"value\":2},\"x\":{\"value\":349.30904090801266},\"y\":{\"value\":1}},\"id\":\"5489\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"5569\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis_label\":\"ECDF\",\"formatter\":{\"id\":\"4021\"},\"ticker\":{\"id\":\"3995\"}},\"id\":\"3994\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"4890\"}},\"id\":\"4894\",\"type\":\"CDSView\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#27ab0f\"},\"line_width\":{\"value\":2},\"x\":{\"value\":15.950355019900275},\"y\":{\"value\":0}},\"id\":\"5572\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"4614\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4002\",\"type\":\"ResetTool\"},{\"attributes\":{\"data_source\":{\"id\":\"3808\"},\"glyph\":{\"id\":\"3809\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3810\"},\"selection_glyph\":null,\"view\":{\"id\":\"3812\"}},\"id\":\"3811\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"4616\"},\"glyph\":{\"id\":\"4617\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4618\"},\"selection_glyph\":null,\"view\":{\"id\":\"4620\"}},\"id\":\"4619\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"3452\"}},\"id\":\"3456\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4555\",\"type\":\"BasicTicker\"},{\"attributes\":{\"data_source\":{\"id\":\"3770\"},\"glyph\":{\"id\":\"3771\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3772\"},\"selection_glyph\":null,\"view\":{\"id\":\"3774\"}},\"id\":\"3773\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"4330\"},\"glyph\":{\"id\":\"4331\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4332\"},\"selection_glyph\":null,\"view\":{\"id\":\"4334\"}},\"id\":\"4333\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3461\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"5104\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"4330\"}},\"id\":\"4334\",\"type\":\"CDSView\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#1f8a0b\"},\"line_width\":{\"value\":2},\"x\":{\"value\":677.0203612095289},\"y\":{\"value\":1}},\"id\":\"4929\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"5527\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"4075\"},\"glyph\":{\"id\":\"4076\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4077\"},\"selection_glyph\":null,\"view\":{\"id\":\"4079\"}},\"id\":\"4078\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#1f8a0b\"},\"line_width\":{\"value\":2},\"x\":{\"value\":15.185897192644545},\"y\":{\"value\":0}},\"id\":\"5451\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"4615\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5834\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4563\",\"type\":\"HelpTool\"},{\"attributes\":{\"data_source\":{\"id\":\"5488\"},\"glyph\":{\"id\":\"5489\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5490\"},\"selection_glyph\":null,\"view\":{\"id\":\"5492\"}},\"id\":\"5491\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"bW/XHaQ9BkBtb9cdpD0GQHvnZtdIrAZAe+dm10isBkAARmKoEIgMQABGYqgQiAxA3zgMkXfEEkDfOAyRd8QSQBeaIkZkUxNAF5oiRmRTE0BQ1kL7FRoVQFDWQvsVGhVApeLjkEPNFkCl4uOQQ80WQCril9q+1RlAKuKX2r7VGUCuwLQNX0waQK7AtA1fTBpAVLij5L2BG0BUuKPkvYEbQEkD6jRqlRtASQPqNGqVG0BRPZ+wzBMcQFE9n7DMExxA6VtmXInNHEDpW2Zcic0cQIxaIdx1Wx1AjFoh3HVbHUAFc5LC2d8dQAVzksLZ3x1AXP33dAn5HkBc/fd0CfkeQLA6nuA+iCBAsDqe4D6IIEBqkUytePsgQGqRTK14+yBAfbapK7QXIUB9tqkrtBchQCcwpbsLXSFAJzCluwtdIUDAXOBubm0hQMBc4G5ubSFAKC3cx2OkIUAoLdzHY6QhQOFCks+4ESNA4UKSz7gRI0BIlMwenKEkQEiUzB6coSRAg9ZueKTlJECD1m54pOUkQCOuNqgzySZAI642qDPJJkAZAhnLVyYnQBkCGctXJidAYFYtqs/vJ0BgVi2qz+8nQL8ke9Ij/yhAvyR70iP/KEBaxLFhzvMpQFrEsWHO8ylAI1tv18ZKKkAjW2/XxkoqQAoSeTRi+ipAChJ5NGL6KkA8yc36uZYrQDzJzfq5litAt/gZ/XSZLEC3+Bn9dJksQEU4zPv43yxARTjM+/jfLEAvFZVBnk8tQC8VlUGeTy1Ak5Jy1ua2LkCTknLW5rYuQPtOo6hBXC9A+06jqEFcL0AqWiof/2EvQCpaKh//YS9ASlRMksvdL0BKVEySy90vQM8wmq/DHTBAzzCar8MdMEBSARuHd58wQFIBG4d3nzBAUKw67CGkMEBQrDrsIaQwQH5WTz7rajJAflZPPutqMkARHc2PhaMyQBEdzY+FozJAEh0jIJRUM0ASHSMglFQzQLyyRnGkZTNAvLJGcaRlM0CGDjVEGMEzQIYONUQYwTNA/8BGQdcZNED/wEZB1xk0QL7bgYvjLjRAvtuBi+MuNECKqD4WLwk1QIqoPhYvCTVA8EN4l3gxNUDwQ3iXeDE1QFA+oqiVJTZAUD6iqJUlNkBlT087GDI2QGVPTzsYMjZAMRbKUsu0NkAxFspSy7Q2QBhHuNSWCzhAGEe41JYLOEAn7/yT5BM5QCfv/JPkEzlAv/nlscQcOUC/+eWxxBw5QKQVFL8LMDlApBUUvwswOUDY5oCaaOU5QNjmgJpo5TlAe3nz6wZoOkB7efPrBmg6QJ0leg5aGDtAnSV6DloYO0B0udVkYyA7QHS51WRjIDtAoD1YWAvgO0CgPVhYC+A7QNkAEEV9ETxA2QAQRX0RPEAwHo0h/YA8QDAejSH9gDxAPN0wg+YwPUA83TCD5jA9QMiqJXkPlD1AyKoleQ+UPUADXV9um549QANdX26bnj1ArRGVgBOtPUCtEZWAE609QGNt/t1PYj5AY23+3U9iPkDvh5Rm/9I/QO+HlGb/0j9A7n6DmHIgQUDufoOYciBBQDIcpPiyV0FAMhyk+LJXQUA+0ZCOUnJBQD7RkI5SckFAyy/o5EiUQUDLL+jkSJRBQLyd2cTKykFAvJ3ZxMrKQUD54EsM3+hBQPngSwzf6EFAD6pUivRNQkAPqlSK9E1CQAqReZ9IT0JACpF5n0hPQkBoSES/haRCQGhIRL+FpEJAm4d5LUH5QkCbh3ktQflCQOb5QRB0CkNA5vlBEHQKQ0DoFKkbQq9EQOgUqRtCr0RAtTDEpXXSREC1MMSlddJEQHaq/xu32kRAdqr/G7faREBcPKOtPYVFQFw8o609hUVApcyd9TkCRkClzJ31OQJGQNoUEAMZdUZA2hQQAxl1RkDYiXxyJR9IQNiJfHIlH0hAUrrYb9kgSEBSuthv2SBIQLnNXZDIE0lAuc1dkMgTSUDheHulV41JQOF4e6VXjUlAtZVzh9WNSUC1lXOH1Y1JQHxrZ0gzpUlAfGtnSDOlSUBbHfqFZuxJQFsd+oVm7ElAMAyMbhDzS0AwDIxuEPNLQKbr0agdzUxApuvRqB3NTEBzzdkdoxJRQHPN2R2jElFAzIXU0YQJWkDMhdTRhAlaQA==\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"3606\"},\"selection_policy\":{\"id\":\"3607\"}},\"id\":\"3557\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f8a0b\"},\"line_width\":{\"value\":2},\"x\":{\"value\":349.30904090801266},\"y\":{\"value\":1}},\"id\":\"5490\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"4726\",\"type\":\"Selection\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"3438\"},{\"id\":\"3439\"},{\"id\":\"3440\"},{\"id\":\"3441\"},{\"id\":\"3442\"},{\"id\":\"3443\"}]},\"id\":\"3445\",\"type\":\"Toolbar\"},{\"attributes\":{\"text\":\"\"},\"id\":\"3458\",\"type\":\"Title\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#082f04\"},\"line_width\":{\"value\":2},\"x\":{\"value\":1267.2967645240092},\"y\":{\"value\":1}},\"id\":\"4657\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"4367\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"5488\"}},\"id\":\"5492\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"3846\"},\"selection_policy\":{\"id\":\"3847\"}},\"id\":\"3770\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"3452\"},\"glyph\":{\"id\":\"3453\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3454\"},\"selection_glyph\":null,\"view\":{\"id\":\"3456\"}},\"id\":\"3455\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#2d6cfd\"},\"line_width\":{\"value\":2},\"x\":{\"value\":14.000577293796619},\"y\":{\"value\":1}},\"id\":\"4370\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"5526\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3443\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"5122\",\"type\":\"ResetTool\"},{\"attributes\":{\"axis\":{\"id\":\"3434\"},\"dimension\":1,\"ticker\":null},\"id\":\"3437\",\"type\":\"Grid\"},{\"attributes\":{\"axis\":{\"id\":\"4550\"},\"ticker\":null},\"id\":\"4553\",\"type\":\"Grid\"},{\"attributes\":{\"axis\":{\"id\":\"3994\"},\"dimension\":1,\"ticker\":null},\"id\":\"3997\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"3439\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#2d6cfd\"},\"line_width\":{\"value\":2},\"x\":{\"value\":18.743685485388916},\"y\":{\"value\":1}},\"id\":\"3810\",\"type\":\"Ray\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#2d6cfd\"},\"line_width\":{\"value\":2},\"x\":{\"value\":8.195275720875113},\"y\":{\"value\":0}},\"id\":\"4332\",\"type\":\"Ray\"},{\"attributes\":{\"label\":{\"value\":\"1.0\"},\"renderers\":[{\"id\":\"3455\"},{\"id\":\"3469\"},{\"id\":\"3483\"}]},\"id\":\"3465\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#0c10d5\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4119\",\"type\":\"Line\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#0e4c05\"},\"line_width\":{\"value\":2},\"x\":{\"value\":1605.6047020955666},\"y\":{\"value\":1}},\"id\":\"4730\",\"type\":\"Ray\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#166a07\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4758\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4562\",\"type\":\"ResetTool\"},{\"attributes\":{\"data_source\":{\"id\":\"4756\"},\"glyph\":{\"id\":\"4757\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4758\"},\"selection_glyph\":null,\"view\":{\"id\":\"4760\"}},\"id\":\"4759\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5746\"},\"selection_policy\":{\"id\":\"5747\"}},\"id\":\"4495\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3995\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis_label\":\"ECDF\",\"formatter\":{\"id\":\"4581\"},\"ticker\":{\"id\":\"4555\"}},\"id\":\"4554\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"5568\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5106\",\"type\":\"LogScale\"},{\"attributes\":{\"source\":{\"id\":\"4075\"}},\"id\":\"4079\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4493\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"3770\"}},\"id\":\"3774\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"4635\"}},\"id\":\"4639\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"3848\"},\"glyph\":{\"id\":\"3849\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3850\"},\"selection_glyph\":null,\"view\":{\"id\":\"3852\"}},\"id\":\"3851\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3807\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"3990\"},\"ticker\":null},\"id\":\"3993\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"5528\"}},\"id\":\"5532\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3998\",\"type\":\"PanTool\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4406\"},\"selection_policy\":{\"id\":\"4407\"}},\"id\":\"4330\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3986\",\"type\":\"LogScale\"},{\"attributes\":{\"source\":{\"id\":\"3466\"}},\"id\":\"3470\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4548\",\"type\":\"LinearScale\"},{\"attributes\":{\"ticker\":null},\"id\":\"3459\",\"type\":\"LogTickFormatter\"},{\"attributes\":{\"data_source\":{\"id\":\"4495\"},\"glyph\":{\"id\":\"4496\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4497\"},\"selection_glyph\":null,\"view\":{\"id\":\"4499\"}},\"id\":\"4498\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#2d6cfd\"},\"line_width\":{\"value\":2},\"x\":{\"value\":18.743685485388916},\"y\":{\"value\":1}},\"id\":\"3809\",\"type\":\"Ray\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5568\"},\"selection_policy\":{\"id\":\"5569\"}},\"id\":\"5488\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3847\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3768\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4366\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3846\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4494\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"4572\"},\"glyph\":{\"id\":\"4573\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4574\"},\"selection_glyph\":null,\"view\":{\"id\":\"4576\"}},\"id\":\"4575\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#00004e\"},\"line_width\":{\"value\":2},\"x\":{\"value\":8.557929731067002},\"y\":{\"value\":0}},\"id\":\"3467\",\"type\":\"Ray\"},{\"attributes\":{\"source\":{\"id\":\"4616\"}},\"id\":\"4620\",\"type\":\"CDSView\"},{\"attributes\":{\"num_minor_ticks\":10},\"id\":\"4551\",\"type\":\"LogTicker\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#00004e\"},\"line_width\":{\"value\":2},\"x\":{\"value\":8.557929731067002},\"y\":{\"value\":0}},\"id\":\"3468\",\"type\":\"Ray\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#001505\"},\"line_width\":{\"value\":2},\"x\":{\"value\":14.965856377583789},\"y\":{\"value\":1}},\"id\":\"5161\",\"type\":\"Ray\"},{\"attributes\":{\"source\":{\"id\":\"5450\"}},\"id\":\"5454\",\"type\":\"CDSView\"},{\"attributes\":{\"overlay\":{\"id\":\"4004\"}},\"id\":\"4000\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#0e4c05\"},\"line_width\":{\"value\":2},\"x\":{\"value\":1605.6047020955666},\"y\":{\"value\":1}},\"id\":\"4729\",\"type\":\"Ray\"},{\"attributes\":{},\"id\":\"3438\",\"type\":\"PanTool\"},{\"attributes\":{\"data_source\":{\"id\":\"4890\"},\"glyph\":{\"id\":\"4891\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4892\"},\"selection_glyph\":null,\"view\":{\"id\":\"4894\"}},\"id\":\"4893\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_color\":{\"value\":\"#2d6cfd\"},\"line_width\":{\"value\":2},\"x\":{\"value\":2.1777708493453334},\"y\":{\"value\":0}},\"id\":\"3771\",\"type\":\"Ray\"},{\"attributes\":{\"axis_label\":\"time to competence (hr)\",\"formatter\":{\"id\":\"4579\"},\"ticker\":{\"id\":\"4551\"}},\"id\":\"4550\",\"type\":\"LogAxis\"},{\"attributes\":{},\"id\":\"3767\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"4600\"},\"glyph\":{\"id\":\"4601\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4602\"},\"selection_glyph\":null,\"view\":{\"id\":\"4604\"}},\"id\":\"4603\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"3494\"},\"selection_policy\":{\"id\":\"3495\"}},\"id\":\"3466\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#3396fd\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3850\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"3990\"}],\"center\":[{\"id\":\"3993\"},{\"id\":\"3997\"},{\"id\":\"4024\"}],\"frame_height\":200,\"frame_width\":250,\"left\":[{\"id\":\"3994\"}],\"plot_height\":300,\"plot_width\":400,\"renderers\":[{\"id\":\"4015\"},{\"id\":\"4029\"},{\"id\":\"4043\"},{\"id\":\"4059\"},{\"id\":\"4078\"},{\"id\":\"4098\"},{\"id\":\"4120\"},{\"id\":\"4145\"},{\"id\":\"4171\"},{\"id\":\"4199\"},{\"id\":\"4230\"},{\"id\":\"4262\"},{\"id\":\"4296\"},{\"id\":\"4333\"},{\"id\":\"4371\"},{\"id\":\"4411\"},{\"id\":\"4454\"},{\"id\":\"4498\"}],\"title\":{\"id\":\"4018\"},\"toolbar\":{\"id\":\"4005\"},\"toolbar_location\":null,\"x_range\":{\"id\":\"3982\"},\"x_scale\":{\"id\":\"3986\"},\"y_range\":{\"id\":\"3984\"},\"y_scale\":{\"id\":\"3988\"}},\"id\":\"3981\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"3888\"},\"selection_policy\":{\"id\":\"3889\"}},\"id\":\"3808\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"4784\"},\"selection_policy\":{\"id\":\"4785\"}},\"id\":\"4728\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"formatter\":{\"id\":\"4019\"},\"ticker\":{\"id\":\"3991\"}},\"id\":\"3990\",\"type\":\"LogAxis\"},{\"attributes\":{\"source\":{\"id\":\"4655\"}},\"id\":\"4659\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4116\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3442\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#27ab0f\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5530\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3428\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{},\"selected\":{\"id\":\"5526\"},\"selection_policy\":{\"id\":\"5527\"}},\"id\":\"5450\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5790\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"4368\"},\"glyph\":{\"id\":\"4369\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4370\"},\"selection_glyph\":null,\"view\":{\"id\":\"4372\"}},\"id\":\"4371\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"click_policy\":\"hide\",\"items\":[{\"id\":\"3465\"},{\"id\":\"3514\"},{\"id\":\"3581\"},{\"id\":\"3666\"},{\"id\":\"3769\"},{\"id\":\"3890\"}],\"location\":\"bottom_right\",\"title\":\"\\u03b1k/\\u03b1k wt\"},\"id\":\"3464\",\"type\":\"Legend\"},{\"attributes\":{\"label\":{\"value\":\"6.3\"},\"renderers\":[{\"id\":\"3736\"},{\"id\":\"3773\"},{\"id\":\"3811\"}]},\"id\":\"3769\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#2b3bf9\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4197\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3426\",\"type\":\"LogScale\"},{\"attributes\":{\"data_source\":{\"id\":\"4655\"},\"glyph\":{\"id\":\"4656\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4657\"},\"selection_glyph\":null,\"view\":{\"id\":\"4659\"}},\"id\":\"4658\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":3.141592653589793},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f8a0b\"},\"line_width\":{\"value\":2},\"x\":{\"value\":15.185897192644545},\"y\":{\"value\":0}},\"id\":\"5452\",\"type\":\"Ray\"},{\"attributes\":{\"data_source\":{\"id\":\"4635\"},\"glyph\":{\"id\":\"4636\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4637\"},\"selection_glyph\":null,\"view\":{\"id\":\"4639\"}},\"id\":\"4638\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"3444\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"3435\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"3478\",\"type\":\"Selection\"},{\"attributes\":{\"angle\":{\"units\":\"rad\",\"value\":0},\"line_color\":{\"value\":\"#00004e\"},\"line_width\":{\"value\":2},\"x\":{\"value\":1555.476237719723},\"y\":{\"value\":1}},\"id\":\"3481\",\"type\":\"Ray\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"4558\"},{\"id\":\"4559\"},{\"id\":\"4560\"},{\"id\":\"4561\"},{\"id\":\"4562\"},{\"id\":\"4563\"}]},\"id\":\"4565\",\"type\":\"Toolbar\"},{\"attributes\":{\"data_source\":{\"id\":\"3733\"},\"glyph\":{\"id\":\"3734\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3735\"},\"selection_glyph\":null,\"view\":{\"id\":\"3737\"}},\"id\":\"3736\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"end\":20000.0,\"start\":1},\"id\":\"3422\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"5123\",\"type\":\"HelpTool\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"3998\"},{\"id\":\"3999\"},{\"id\":\"4000\"},{\"id\":\"4001\"},{\"id\":\"4002\"},{\"id\":\"4003\"}]},\"id\":\"4005\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"3988\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"4001\",\"type\":\"SaveTool\"},{\"attributes\":{\"data_source\":{\"id\":\"5450\"},\"glyph\":{\"id\":\"5451\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5452\"},\"selection_glyph\":null,\"view\":{\"id\":\"5454\"}},\"id\":\"5453\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"4495\"}},\"id\":\"4499\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"0.25\"},\"renderers\":[{\"id\":\"5531\"},{\"id\":\"5574\"},{\"id\":\"5618\"}]},\"id\":\"5570\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"4115\",\"type\":\"Selection\"},{\"attributes\":{\"overlay\":{\"id\":\"3444\"}},\"id\":\"3440\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"data_source\":{\"id\":\"3466\"},\"glyph\":{\"id\":\"3467\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3468\"},\"selection_glyph\":null,\"view\":{\"id\":\"3470\"}},\"id\":\"3469\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3806\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"5528\"},\"glyph\":{\"id\":\"5529\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5530\"},\"selection_glyph\":null,\"view\":{\"id\":\"5532\"}},\"id\":\"5531\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4654\",\"type\":\"UnionRenderers\"}],\"root_ids\":[\"5840\"]},\"title\":\"Bokeh Application\",\"version\":\"2.0.2\"}};\n", " var render_items = [{\"docid\":\"276bd099-7c0d-4fd7-b36d-dc787d9df682\",\"root_ids\":[\"5840\"],\"roots\":{\"5840\":\"87f23d75-ca35-4431-9429-5dd5649cac5e\"}}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", "\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " var attempts = 0;\n", " var timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "5840" } }, "output_type": "display_data" } ], "source": [ "plot_kwargs = dict(\n", " frame_height=200,\n", " frame_width=250,\n", " x_axis_type=\"log\",\n", " style=\"staircase\",\n", " x_range=[1, 2e4],\n", ")\n", "\n", "plots = [\n", " [\n", " bokeh_catplot.ecdf(\n", " df.loc[df[\"alpha_s_ratio\"] == 0, :],\n", " cats=\"alpha_k_ratio\",\n", " val=\"time to competence (hr)\",\n", " palette=colorcet.b_linear_blue_5_95_c73[::32],\n", " x_axis_label=None,\n", " **plot_kwargs,\n", " ),\n", " bokeh_catplot.ecdf(\n", " df.loc[df[\"alpha_s_ratio\"] == 0, :],\n", " cats=\"alpha_k_ratio\",\n", " val=\"time competent (hr)\",\n", " palette=colorcet.b_linear_blue_5_95_c73[::32],\n", " x_axis_label=None,\n", " **plot_kwargs,\n", " ),\n", " ],\n", " [\n", " bokeh_catplot.ecdf(\n", " df.loc[df[\"alpha_k_ratio\"] == 1, :],\n", " cats=\"alpha_s_ratio\",\n", " val=\"time to competence (hr)\",\n", " palette=colorcet.b_linear_green_5_95_c69[::32],\n", " **plot_kwargs,\n", " ),\n", " bokeh_catplot.ecdf(\n", " df.loc[df[\"alpha_k_ratio\"] == 1, :],\n", " cats=\"alpha_s_ratio\",\n", " val=\"time competent (hr)\",\n", " palette=colorcet.b_linear_green_5_95_c69[::32],\n", " **plot_kwargs,\n", " ),\n", " ],\n", "]\n", "\n", "# Make legend titles\n", "plots[0][0].legend.title = \"αk/αk wt\"\n", "plots[1][0].legend.title = \"αs/βs\"\n", "plots[0][1].legend.title = \"αk/αk wt\"\n", "plots[1][1].legend.title = \"αs/βs\"\n", "\n", "# Link x-axes\n", "plots[1][0].x_range = plots[0][0].x_range\n", "plots[1][1].x_range = plots[0][1].x_range\n", "\n", "bokeh.io.show(bokeh.layouts.gridplot(plots))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The top row has $\\alpha_s$ fixed at zero, and the bottom row has $\\alpha_k/\\alpha_k^{\\text{wild type}}$ fixed at 1. The left column shows the ECDF of the time to initialize competence and the right columns show the ECDF of the time a cell remains competent. Note that the x-axis scale in all cases is logarithmic.\n", "\n", "We will look at the plots one by one.\n", "\n", "- The upper left plot shows that as constitutive expression of ComK grows ($\\alpha_k$ increasing), the time it takes to initialize competence diminishes. Note, though, that the width of the ECDF grows with increasing time to competence. The coefficient of variation in time to competence grows from about 0.4 to 0.9 over the values of $\\alpha_k$ considered here. (This is calculated in the cell below.)\n", "- The upper right plot shows that while the time to initialize competence varies over two orders of magnitude, the amount of time that the cells remain competent is independent of $\\alpha_k$ in this regime.\n", "- The bottom right plot shows that increasing $\\alpha_s$ results in greater time in competence. The variation in time in a competent state also grows with increasing $\\alpha_s$, growing from 0.1 to 0.8 in this regime (calculated in a similar was as in the code cell below).\n", "- The bottom left plot shows that the time to initialize competence is more or less independent of $\\alpha_s$ in this regime.\n", "\n", "Taken together, these results point to *independent* tuning of the time to initialize competence and the time spend in competence by the strength of constitutive expression of ComK and ComS, respectively. Indeed, Süel and coworkers found this to be the case experimentally. They made _Bacillus_ strains that contains additional copies of _comS_ or _comK_ under control of inducible promoters so that they could artificially adjust $\\alpha_s$ and $\\alpha_k$. They then measured the time to competence and the time spent in competence and found that they could indeed be tuned independently.\n", "\n", "
\n", " \n", "![Suel independent competence](figs/independent_competence.png)\n", " \n", "
" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "alpha_k_ratio\n", "1.0 0.935814\n", "1.6 0.918861\n", "2.5 0.698157\n", "4.0 0.576618\n", "6.3 0.478285\n", "10.0 0.339685\n", "Name: t_init, dtype: float64" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Sample calculation of coefficient of variation\n", "df.loc[df[\"alpha_s_ratio\"] == 0, :].groupby(\"alpha_k_ratio\")[\"t_init\"].apply(\n", " lambda x: x.std() / x.mean()\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Computing environment" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "tags": [ "hide_input" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPython 3.7.7\n", "IPython 7.13.0\n", "\n", "numpy 1.18.1\n", "scipy 1.4.1\n", "numba 0.49.0\n", "bokeh 2.0.2\n", "bokeh_catplot 0.1.8\n", "colorcet 2.0.2\n", "tqdm 4.45.0\n", "biocircuits 0.0.16\n", "jupyterlab 1.2.6\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark -v -p numpy,scipy,numba,bokeh,bokeh_catplot,colorcet,tqdm,biocircuits,jupyterlab" ] } ], "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": "3.7.7" } }, "nbformat": 4, "nbformat_minor": 4 }